warning: commands will be executed using /bin/sh
job 2001 at Mon Jan 13 12:07:00 2014
FileBase	/isis3/jlong/Gatsby/gatsby140_07282013/gatsby140_07282013
ElecNo	1
MinClusters	20
MaxClusters	25
MaxPossibleClusters	200
nStarts	1
RandomSeed	1
Debug	0
Verbose	1
UseFeatures	11111111111111111111111100000
DistDump	0
DistThresh	6.907755
FullStepEvery	20
ChangedThresh	0.050000
Log	1
Screen	1
MaxIter	500
StartCluFile	
SplitEvery	40
PenaltyK	0.000000
PenaltyKLogN	1.000000
Subset	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 820631 data points of dimension 24.
meanDims = 24
Starting from 20 clusters...
--- Clustering full data set of 820631 points ---
Entering CEM 
Assigned 20 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43753 members 
Mstep: Class 2 contains 42999 members 
Mstep: Class 3 contains 43268 members 
Mstep: Class 4 contains 43099 members 
Mstep: Class 5 contains 43384 members 
Mstep: Class 6 contains 43661 members 
Mstep: Class 7 contains 43045 members 
Mstep: Class 8 contains 43044 members 
Mstep: Class 9 contains 43154 members 
Mstep: Class 10 contains 43095 members 
Mstep: Class 11 contains 43268 members 
Mstep: Class 12 contains 42864 members 
Mstep: Class 13 contains 42945 members 
Mstep: Class 14 contains 42961 members 
Mstep: Class 15 contains 43160 members 
Mstep: Class 16 contains 43136 members 
Mstep: Class 17 contains 43407 members 
Mstep: Class 18 contains 43309 members 
Mstep: Class 19 contains 43079 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 9. Lose 1592.568604 but Gain 2212.898438
Score: -95454680.000000 Penalty: 39832.148438
Iteration 0F: 19 clusters Score -9.545468e+07 nChanged 776492
Entering Unmasked Mstep 
Mstep: Class 0 contains 790 members 
Mstep: Class 1 contains 17915 members 
Mstep: Class 2 contains 8574 members 
Mstep: Class 3 contains 42448 members 
Mstep: Class 4 contains 17100 members 
Mstep: Class 5 contains 30663 members 
Mstep: Class 6 contains 92218 members 
Mstep: Class 7 contains 14783 members 
Mstep: Class 8 contains 169281 members 
Mstep: Class 10 contains 29119 members 
Mstep: Class 11 contains 36986 members 
Mstep: Class 12 contains 54204 members 
Mstep: Class 13 contains 94695 members 
Mstep: Class 14 contains 20500 members 
Mstep: Class 15 contains 38280 members 
Mstep: Class 16 contains 31505 members 
Mstep: Class 17 contains 43527 members 
Mstep: Class 18 contains 15666 members 
Mstep: Class 19 contains 62377 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -97863904.000000 Penalty: 39832.148438
Iteration 1F: 19 clusters Score -9.78639e+07 nChanged 369542
Entering Unmasked Mstep 
Mstep: Class 0 contains 499 members 
Mstep: Class 1 contains 12773 members 
Mstep: Class 2 contains 7033 members 
Mstep: Class 3 contains 34781 members 
Mstep: Class 4 contains 10818 members 
Mstep: Class 5 contains 17153 members 
Mstep: Class 6 contains 98906 members 
Mstep: Class 7 contains 6823 members 
Mstep: Class 8 contains 255246 members 
Mstep: Class 10 contains 18752 members 
Mstep: Class 11 contains 18098 members 
Mstep: Class 12 contains 28119 members 
Mstep: Class 13 contains 104709 members 
Mstep: Class 14 contains 22416 members 
Mstep: Class 15 contains 48539 members 
Mstep: Class 16 contains 23481 members 
Mstep: Class 17 contains 39287 members 
Mstep: Class 18 contains 15178 members 
Mstep: Class 19 contains 58020 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98736384.000000 Penalty: 39832.148438
Iteration 2F: 19 clusters Score -9.873638e+07 nChanged 228685
Entering Unmasked Mstep 
Mstep: Class 0 contains 281 members 
Mstep: Class 1 contains 16260 members 
Mstep: Class 2 contains 6637 members 
Mstep: Class 3 contains 30998 members 
Mstep: Class 4 contains 9356 members 
Mstep: Class 5 contains 11184 members 
Mstep: Class 6 contains 100308 members 
Mstep: Class 7 contains 3331 members 
Mstep: Class 8 contains 258293 members 
Mstep: Class 10 contains 15104 members 
Mstep: Class 11 contains 11836 members 
Mstep: Class 12 contains 14634 members 
Mstep: Class 13 contains 117342 members 
Mstep: Class 14 contains 17458 members 
Mstep: Class 15 contains 58552 members 
Mstep: Class 16 contains 27011 members 
Mstep: Class 17 contains 38773 members 
Mstep: Class 18 contains 19262 members 
Mstep: Class 19 contains 64011 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -99224264.000000 Penalty: 39832.148438
Iteration 3F: 19 clusters Score -9.922426e+07 nChanged 142321
Entering Unmasked Mstep 
Mstep: Class 0 contains 165 members 
Mstep: Class 1 contains 19762 members 
Mstep: Class 2 contains 8253 members 
Mstep: Class 3 contains 29581 members 
Mstep: Class 4 contains 9519 members 
Mstep: Class 5 contains 9773 members 
Mstep: Class 6 contains 97657 members 
Mstep: Class 7 contains 2076 members 
Mstep: Class 8 contains 248349 members 
Mstep: Class 10 contains 14435 members 
Mstep: Class 11 contains 10246 members 
Mstep: Class 12 contains 8374 members 
Mstep: Class 13 contains 120793 members 
Mstep: Class 14 contains 11564 members 
Mstep: Class 15 contains 59006 members 
Mstep: Class 16 contains 35134 members 
Mstep: Class 17 contains 40413 members 
Mstep: Class 18 contains 21336 members 
Mstep: Class 19 contains 74195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -99474184.000000 Penalty: 39832.148438
Iteration 4F: 19 clusters Score -9.947418e+07 nChanged 93454
Entering Unmasked Mstep 
Mstep: Class 0 contains 104 members 
Mstep: Class 1 contains 20328 members 
Mstep: Class 2 contains 9017 members 
Mstep: Class 3 contains 28919 members 
Mstep: Class 4 contains 10101 members 
Mstep: Class 5 contains 10141 members 
Mstep: Class 6 contains 99217 members 
Mstep: Class 7 contains 2434 members 
Mstep: Class 8 contains 237309 members 
Mstep: Class 10 contains 15494 members 
Mstep: Class 11 contains 9227 members 
Mstep: Class 12 contains 5073 members 
Mstep: Class 13 contains 118127 members 
Mstep: Class 14 contains 9650 members 
Mstep: Class 15 contains 56496 members 
Mstep: Class 16 contains 40917 members 
Mstep: Class 17 contains 44003 members 
Mstep: Class 18 contains 22385 members 
Mstep: Class 19 contains 81689 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -99629000.000000 Penalty: 39832.148438
Iteration 5F: 19 clusters Score -9.9629e+07 nChanged 69826
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 20531 members 
Mstep: Class 2 contains 8893 members 
Mstep: Class 3 contains 28263 members 
Mstep: Class 4 contains 10236 members 
Mstep: Class 5 contains 10599 members 
Mstep: Class 6 contains 106519 members 
Mstep: Class 7 contains 3147 members 
Mstep: Class 8 contains 224992 members 
Mstep: Class 10 contains 17027 members 
Mstep: Class 11 contains 8497 members 
Mstep: Class 12 contains 3576 members 
Mstep: Class 13 contains 113432 members 
Mstep: Class 14 contains 10364 members 
Mstep: Class 15 contains 54722 members 
Mstep: Class 16 contains 44076 members 
Mstep: Class 17 contains 47222 members 
Mstep: Class 18 contains 22584 members 
Mstep: Class 19 contains 85856 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -99738248.000000 Penalty: 39832.148438
Iteration 6F: 19 clusters Score -9.973825e+07 nChanged 57192
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 20297 members 
Mstep: Class 2 contains 8408 members 
Mstep: Class 3 contains 27594 members 
Mstep: Class 4 contains 10029 members 
Mstep: Class 5 contains 10959 members 
Mstep: Class 6 contains 118131 members 
Mstep: Class 7 contains 3952 members 
Mstep: Class 8 contains 212453 members 
Mstep: Class 10 contains 18105 members 
Mstep: Class 11 contains 7909 members 
Mstep: Class 12 contains 2909 members 
Mstep: Class 13 contains 108366 members 
Mstep: Class 14 contains 11872 members 
Mstep: Class 15 contains 54143 members 
Mstep: Class 16 contains 45576 members 
Mstep: Class 17 contains 49629 members 
Mstep: Class 18 contains 22352 members 
Mstep: Class 19 contains 87857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -99823136.000000 Penalty: 39832.148438
Iteration 7F: 19 clusters Score -9.982314e+07 nChanged 44041
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 19975 members 
Mstep: Class 2 contains 7703 members 
Mstep: Class 3 contains 27474 members 
Mstep: Class 4 contains 9684 members 
Mstep: Class 5 contains 11287 members 
Mstep: Class 6 contains 126934 members 
Mstep: Class 7 contains 4789 members 
Mstep: Class 8 contains 204106 members 
Mstep: Class 10 contains 18761 members 
Mstep: Class 11 contains 7497 members 
Mstep: Class 12 contains 2556 members 
Mstep: Class 13 contains 103718 members 
Mstep: Class 14 contains 13607 members 
Mstep: Class 15 contains 54000 members 
Mstep: Class 16 contains 46507 members 
Mstep: Class 17 contains 51265 members 
Mstep: Class 18 contains 22007 members 
Mstep: Class 19 contains 88673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -99874320.000000 Penalty: 39832.148438
Iteration 8F: 19 clusters Score -9.987432e+07 nChanged 33078
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 19702 members 
Mstep: Class 2 contains 6924 members 
Mstep: Class 3 contains 27664 members 
Mstep: Class 4 contains 9358 members 
Mstep: Class 5 contains 11746 members 
Mstep: Class 6 contains 131343 members 
Mstep: Class 7 contains 5370 members 
Mstep: Class 8 contains 200276 members 
Mstep: Class 10 contains 19238 members 
Mstep: Class 11 contains 7224 members 
Mstep: Class 12 contains 2528 members 
Mstep: Class 13 contains 99695 members 
Mstep: Class 14 contains 15183 members 
Mstep: Class 15 contains 53827 members 
Mstep: Class 16 contains 47340 members 
Mstep: Class 17 contains 52398 members 
Mstep: Class 18 contains 21588 members 
Mstep: Class 19 contains 89143 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -99898680.000000 Penalty: 39832.148438
Iteration 9Q: 19 clusters Score -9.989868e+07 nChanged 24817
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 19330 members 
Mstep: Class 2 contains 6135 members 
Mstep: Class 3 contains 28040 members 
Mstep: Class 4 contains 9020 members 
Mstep: Class 5 contains 12402 members 
Mstep: Class 6 contains 133257 members 
Mstep: Class 7 contains 5745 members 
Mstep: Class 8 contains 198090 members 
Mstep: Class 10 contains 19537 members 
Mstep: Class 11 contains 7126 members 
Mstep: Class 12 contains 2849 members 
Mstep: Class 13 contains 96571 members 
Mstep: Class 14 contains 16497 members 
Mstep: Class 15 contains 53722 members 
Mstep: Class 16 contains 48051 members 
Mstep: Class 17 contains 53371 members 
Mstep: Class 18 contains 21306 members 
Mstep: Class 19 contains 89502 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -99912368.000000 Penalty: 39832.148438
Iteration 10Q: 19 clusters Score -9.991237e+07 nChanged 20158
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 18803 members 
Mstep: Class 2 contains 5205 members 
Mstep: Class 3 contains 28417 members 
Mstep: Class 4 contains 8735 members 
Mstep: Class 5 contains 12930 members 
Mstep: Class 6 contains 133972 members 
Mstep: Class 7 contains 5983 members 
Mstep: Class 8 contains 196518 members 
Mstep: Class 10 contains 19775 members 
Mstep: Class 11 contains 7259 members 
Mstep: Class 12 contains 3630 members 
Mstep: Class 13 contains 94254 members 
Mstep: Class 14 contains 17547 members 
Mstep: Class 15 contains 53620 members 
Mstep: Class 16 contains 48586 members 
Mstep: Class 17 contains 54281 members 
Mstep: Class 18 contains 21265 members 
Mstep: Class 19 contains 89771 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -99925584.000000 Penalty: 39832.148438
Iteration 11Q: 19 clusters Score -9.992558e+07 nChanged 17406
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 18125 members 
Mstep: Class 2 contains 4495 members 
Mstep: Class 3 contains 28889 members 
Mstep: Class 4 contains 8506 members 
Mstep: Class 5 contains 13429 members 
Mstep: Class 6 contains 134127 members 
Mstep: Class 7 contains 6099 members 
Mstep: Class 8 contains 195031 members 
Mstep: Class 10 contains 19949 members 
Mstep: Class 11 contains 7540 members 
Mstep: Class 12 contains 4225 members 
Mstep: Class 13 contains 92533 members 
Mstep: Class 14 contains 18402 members 
Mstep: Class 15 contains 53564 members 
Mstep: Class 16 contains 49012 members 
Mstep: Class 17 contains 55062 members 
Mstep: Class 18 contains 21484 members 
Mstep: Class 19 contains 90078 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -99934800.000000 Penalty: 39832.148438
Iteration 12Q: 19 clusters Score -9.99348e+07 nChanged 15071
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 17531 members 
Mstep: Class 2 contains 4079 members 
Mstep: Class 3 contains 29544 members 
Mstep: Class 4 contains 8343 members 
Mstep: Class 5 contains 13840 members 
Mstep: Class 6 contains 134049 members 
Mstep: Class 7 contains 6055 members 
Mstep: Class 8 contains 193616 members 
Mstep: Class 10 contains 20075 members 
Mstep: Class 11 contains 7815 members 
Mstep: Class 12 contains 4550 members 
Mstep: Class 13 contains 91274 members 
Mstep: Class 14 contains 19142 members 
Mstep: Class 15 contains 53489 members 
Mstep: Class 16 contains 49263 members 
Mstep: Class 17 contains 55624 members 
Mstep: Class 18 contains 21853 members 
Mstep: Class 19 contains 90408 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -99942416.000000 Penalty: 39832.148438
Iteration 13Q: 19 clusters Score -9.994242e+07 nChanged 13161
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 17104 members 
Mstep: Class 2 contains 3796 members 
Mstep: Class 3 contains 30258 members 
Mstep: Class 4 contains 8230 members 
Mstep: Class 5 contains 14176 members 
Mstep: Class 6 contains 133923 members 
Mstep: Class 7 contains 5941 members 
Mstep: Class 8 contains 192232 members 
Mstep: Class 10 contains 20162 members 
Mstep: Class 11 contains 7964 members 
Mstep: Class 12 contains 4793 members 
Mstep: Class 13 contains 90395 members 
Mstep: Class 14 contains 19694 members 
Mstep: Class 15 contains 53440 members 
Mstep: Class 16 contains 49404 members 
Mstep: Class 17 contains 56098 members 
Mstep: Class 18 contains 22296 members 
Mstep: Class 19 contains 90644 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -99947696.000000 Penalty: 39832.148438
Iteration 14Q: 19 clusters Score -9.99477e+07 nChanged 11493
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 16790 members 
Mstep: Class 2 contains 3562 members 
Mstep: Class 3 contains 31080 members 
Mstep: Class 4 contains 8159 members 
Mstep: Class 5 contains 14474 members 
Mstep: Class 6 contains 133747 members 
Mstep: Class 7 contains 5831 members 
Mstep: Class 8 contains 190864 members 
Mstep: Class 10 contains 20202 members 
Mstep: Class 11 contains 8026 members 
Mstep: Class 12 contains 5029 members 
Mstep: Class 13 contains 89790 members 
Mstep: Class 14 contains 20093 members 
Mstep: Class 15 contains 53485 members 
Mstep: Class 16 contains 49446 members 
Mstep: Class 17 contains 56528 members 
Mstep: Class 18 contains 22654 members 
Mstep: Class 19 contains 90790 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -99952664.000000 Penalty: 39832.148438
Iteration 15Q: 19 clusters Score -9.995266e+07 nChanged 10234
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 16609 members 
Mstep: Class 2 contains 3377 members 
Mstep: Class 3 contains 32048 members 
Mstep: Class 4 contains 8118 members 
Mstep: Class 5 contains 14765 members 
Mstep: Class 6 contains 133320 members 
Mstep: Class 7 contains 5752 members 
Mstep: Class 8 contains 189575 members 
Mstep: Class 10 contains 20216 members 
Mstep: Class 11 contains 8056 members 
Mstep: Class 12 contains 5246 members 
Mstep: Class 13 contains 89323 members 
Mstep: Class 14 contains 20428 members 
Mstep: Class 15 contains 53633 members 
Mstep: Class 16 contains 49393 members 
Mstep: Class 17 contains 56862 members 
Mstep: Class 18 contains 22963 members 
Mstep: Class 19 contains 90866 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -99957312.000000 Penalty: 39832.148438
Iteration 16Q: 19 clusters Score -9.995731e+07 nChanged 9090
Entering Unmasked Mstep 
Mstep: Class 0 contains 82 members 
Mstep: Class 1 contains 16608 members 
Mstep: Class 2 contains 3247 members 
Mstep: Class 3 contains 33179 members 
Mstep: Class 4 contains 8092 members 
Mstep: Class 5 contains 15054 members 
Mstep: Class 6 contains 132655 members 
Mstep: Class 7 contains 5677 members 
Mstep: Class 8 contains 188429 members 
Mstep: Class 10 contains 20149 members 
Mstep: Class 11 contains 8088 members 
Mstep: Class 12 contains 5455 members 
Mstep: Class 13 contains 88892 members 
Mstep: Class 14 contains 20728 members 
Mstep: Class 15 contains 53886 members 
Mstep: Class 16 contains 49264 members 
Mstep: Class 17 contains 57232 members 
Mstep: Class 18 contains 23128 members 
Mstep: Class 19 contains 90786 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -99960096.000000 Penalty: 39832.148438
Iteration 17Q: 19 clusters Score -9.99601e+07 nChanged 7924
Entering Unmasked Mstep 
Mstep: Class 0 contains 82 members 
Mstep: Class 1 contains 16713 members 
Mstep: Class 2 contains 3194 members 
Mstep: Class 3 contains 34450 members 
Mstep: Class 4 contains 8065 members 
Mstep: Class 5 contains 15344 members 
Mstep: Class 6 contains 131779 members 
Mstep: Class 7 contains 5603 members 
Mstep: Class 8 contains 187531 members 
Mstep: Class 10 contains 20009 members 
Mstep: Class 11 contains 8133 members 
Mstep: Class 12 contains 5622 members 
Mstep: Class 13 contains 88543 members 
Mstep: Class 14 contains 21006 members 
Mstep: Class 15 contains 54152 members 
Mstep: Class 16 contains 49115 members 
Mstep: Class 17 contains 57514 members 
Mstep: Class 18 contains 23133 members 
Mstep: Class 19 contains 90643 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -99963040.000000 Penalty: 39832.148438
Iteration 18Q: 19 clusters Score -9.996304e+07 nChanged 7458
Entering Unmasked Mstep 
Mstep: Class 0 contains 82 members 
Mstep: Class 1 contains 16859 members 
Mstep: Class 2 contains 3164 members 
Mstep: Class 3 contains 35884 members 
Mstep: Class 4 contains 8055 members 
Mstep: Class 5 contains 15613 members 
Mstep: Class 6 contains 130676 members 
Mstep: Class 7 contains 5493 members 
Mstep: Class 8 contains 186816 members 
Mstep: Class 10 contains 19897 members 
Mstep: Class 11 contains 8259 members 
Mstep: Class 12 contains 5790 members 
Mstep: Class 13 contains 88215 members 
Mstep: Class 14 contains 21255 members 
Mstep: Class 15 contains 54399 members 
Mstep: Class 16 contains 48908 members 
Mstep: Class 17 contains 57842 members 
Mstep: Class 18 contains 22977 members 
Mstep: Class 19 contains 90447 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -99966200.000000 Penalty: 39832.148438
Iteration 19Q: 19 clusters Score -9.99662e+07 nChanged 7116
Entering Unmasked Mstep 
Mstep: Class 0 contains 82 members 
Mstep: Class 1 contains 17094 members 
Mstep: Class 2 contains 3156 members 
Mstep: Class 3 contains 37462 members 
Mstep: Class 4 contains 8055 members 
Mstep: Class 5 contains 15894 members 
Mstep: Class 6 contains 129465 members 
Mstep: Class 7 contains 5404 members 
Mstep: Class 8 contains 186238 members 
Mstep: Class 10 contains 19759 members 
Mstep: Class 11 contains 8385 members 
Mstep: Class 12 contains 5981 members 
Mstep: Class 13 contains 87897 members 
Mstep: Class 14 contains 21484 members 
Mstep: Class 15 contains 54634 members 
Mstep: Class 16 contains 48699 members 
Mstep: Class 17 contains 58167 members 
Mstep: Class 18 contains 22664 members 
Mstep: Class 19 contains 90111 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -99973096.000000 Penalty: 39832.148438
Iteration 20F: 19 clusters Score -9.99731e+07 nChanged 8514
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 17440 members 
Mstep: Class 2 contains 2593 members 
Mstep: Class 3 contains 39148 members 
Mstep: Class 4 contains 8049 members 
Mstep: Class 5 contains 16184 members 
Mstep: Class 6 contains 128421 members 
Mstep: Class 7 contains 5224 members 
Mstep: Class 8 contains 185531 members 
Mstep: Class 10 contains 19637 members 
Mstep: Class 11 contains 8563 members 
Mstep: Class 12 contains 6694 members 
Mstep: Class 13 contains 87599 members 
Mstep: Class 14 contains 21761 members 
Mstep: Class 15 contains 54856 members 
Mstep: Class 16 contains 48472 members 
Mstep: Class 17 contains 58438 members 
Mstep: Class 18 contains 22274 members 
Mstep: Class 19 contains 89685 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -99980088.000000 Penalty: 39832.148438
Iteration 21Q: 19 clusters Score -9.998009e+07 nChanged 8872
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 17919 members 
Mstep: Class 2 contains 2409 members 
Mstep: Class 3 contains 41211 members 
Mstep: Class 4 contains 8058 members 
Mstep: Class 5 contains 16473 members 
Mstep: Class 6 contains 126947 members 
Mstep: Class 7 contains 4983 members 
Mstep: Class 8 contains 184956 members 
Mstep: Class 10 contains 19590 members 
Mstep: Class 11 contains 8783 members 
Mstep: Class 12 contains 6875 members 
Mstep: Class 13 contains 87306 members 
Mstep: Class 14 contains 21990 members 
Mstep: Class 15 contains 54989 members 
Mstep: Class 16 contains 48240 members 
Mstep: Class 17 contains 58725 members 
Mstep: Class 18 contains 21822 members 
Mstep: Class 19 contains 89294 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -99985920.000000 Penalty: 39832.148438
Iteration 22Q: 19 clusters Score -9.998592e+07 nChanged 9354
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 18437 members 
Mstep: Class 2 contains 2401 members 
Mstep: Class 3 contains 43579 members 
Mstep: Class 4 contains 8060 members 
Mstep: Class 5 contains 16773 members 
Mstep: Class 6 contains 125091 members 
Mstep: Class 7 contains 4648 members 
Mstep: Class 8 contains 184509 members 
Mstep: Class 10 contains 19504 members 
Mstep: Class 11 contains 9186 members 
Mstep: Class 12 contains 6988 members 
Mstep: Class 13 contains 86995 members 
Mstep: Class 14 contains 22177 members 
Mstep: Class 15 contains 55062 members 
Mstep: Class 16 contains 48011 members 
Mstep: Class 17 contains 58982 members 
Mstep: Class 18 contains 21369 members 
Mstep: Class 19 contains 88798 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -99993032.000000 Penalty: 39832.148438
Iteration 23Q: 19 clusters Score -9.999303e+07 nChanged 9967
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 18767 members 
Mstep: Class 2 contains 2448 members 
Mstep: Class 3 contains 46384 members 
Mstep: Class 4 contains 8059 members 
Mstep: Class 5 contains 17138 members 
Mstep: Class 6 contains 122746 members 
Mstep: Class 7 contains 4291 members 
Mstep: Class 8 contains 184111 members 
Mstep: Class 10 contains 19432 members 
Mstep: Class 11 contains 9780 members 
Mstep: Class 12 contains 7122 members 
Mstep: Class 13 contains 86764 members 
Mstep: Class 14 contains 22362 members 
Mstep: Class 15 contains 54990 members 
Mstep: Class 16 contains 47864 members 
Mstep: Class 17 contains 59150 members 
Mstep: Class 18 contains 20985 members 
Mstep: Class 19 contains 88177 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -99998240.000000 Penalty: 39832.148438
Iteration 24Q: 19 clusters Score -9.999824e+07 nChanged 10541
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 19024 members 
Mstep: Class 2 contains 2487 members 
Mstep: Class 3 contains 49745 members 
Mstep: Class 4 contains 8066 members 
Mstep: Class 5 contains 17458 members 
Mstep: Class 6 contains 119874 members 
Mstep: Class 7 contains 4069 members 
Mstep: Class 8 contains 183793 members 
Mstep: Class 10 contains 19379 members 
Mstep: Class 11 contains 10108 members 
Mstep: Class 12 contains 7289 members 
Mstep: Class 13 contains 86587 members 
Mstep: Class 14 contains 22602 members 
Mstep: Class 15 contains 54892 members 
Mstep: Class 16 contains 47764 members 
Mstep: Class 17 contains 59304 members 
Mstep: Class 18 contains 20661 members 
Mstep: Class 19 contains 87468 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100006912.000000 Penalty: 39832.148438
Iteration 25Q: 19 clusters Score -1.000069e+08 nChanged 12055
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 19284 members 
Mstep: Class 2 contains 2516 members 
Mstep: Class 3 contains 54138 members 
Mstep: Class 4 contains 8067 members 
Mstep: Class 5 contains 17775 members 
Mstep: Class 6 contains 116403 members 
Mstep: Class 7 contains 3908 members 
Mstep: Class 8 contains 183505 members 
Mstep: Class 10 contains 19301 members 
Mstep: Class 11 contains 10250 members 
Mstep: Class 12 contains 7470 members 
Mstep: Class 13 contains 86389 members 
Mstep: Class 14 contains 22866 members 
Mstep: Class 15 contains 54693 members 
Mstep: Class 16 contains 47706 members 
Mstep: Class 17 contains 59377 members 
Mstep: Class 18 contains 20356 members 
Mstep: Class 19 contains 86566 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100019448.000000 Penalty: 39832.148438
Iteration 26Q: 19 clusters Score -1.000194e+08 nChanged 13726
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 19518 members 
Mstep: Class 2 contains 2533 members 
Mstep: Class 3 contains 59240 members 
Mstep: Class 4 contains 8059 members 
Mstep: Class 5 contains 18043 members 
Mstep: Class 6 contains 112895 members 
Mstep: Class 7 contains 3778 members 
Mstep: Class 8 contains 183277 members 
Mstep: Class 10 contains 19187 members 
Mstep: Class 11 contains 10257 members 
Mstep: Class 12 contains 7611 members 
Mstep: Class 13 contains 86145 members 
Mstep: Class 14 contains 23193 members 
Mstep: Class 15 contains 54456 members 
Mstep: Class 16 contains 47697 members 
Mstep: Class 17 contains 59201 members 
Mstep: Class 18 contains 20044 members 
Mstep: Class 19 contains 85436 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100035872.000000 Penalty: 39832.148438
Iteration 27Q: 19 clusters Score -1.000359e+08 nChanged 14263
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 19719 members 
Mstep: Class 2 contains 2536 members 
Mstep: Class 3 contains 63828 members 
Mstep: Class 4 contains 8066 members 
Mstep: Class 5 contains 18173 members 
Mstep: Class 6 contains 110761 members 
Mstep: Class 7 contains 3675 members 
Mstep: Class 8 contains 183003 members 
Mstep: Class 10 contains 19095 members 
Mstep: Class 11 contains 10091 members 
Mstep: Class 12 contains 7764 members 
Mstep: Class 13 contains 85980 members 
Mstep: Class 14 contains 23500 members 
Mstep: Class 15 contains 54203 members 
Mstep: Class 16 contains 47668 members 
Mstep: Class 17 contains 58833 members 
Mstep: Class 18 contains 19739 members 
Mstep: Class 19 contains 83936 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100051848.000000 Penalty: 39832.148438
Iteration 28Q: 19 clusters Score -1.000518e+08 nChanged 12973
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 19847 members 
Mstep: Class 2 contains 2533 members 
Mstep: Class 3 contains 66957 members 
Mstep: Class 4 contains 8066 members 
Mstep: Class 5 contains 18189 members 
Mstep: Class 6 contains 110601 members 
Mstep: Class 7 contains 3571 members 
Mstep: Class 8 contains 182719 members 
Mstep: Class 10 contains 19048 members 
Mstep: Class 11 contains 9845 members 
Mstep: Class 12 contains 7911 members 
Mstep: Class 13 contains 85834 members 
Mstep: Class 14 contains 23725 members 
Mstep: Class 15 contains 53983 members 
Mstep: Class 16 contains 47683 members 
Mstep: Class 17 contains 58263 members 
Mstep: Class 18 contains 19446 members 
Mstep: Class 19 contains 82349 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100060024.000000 Penalty: 39832.148438
Iteration 29Q: 19 clusters Score -1.0006e+08 nChanged 10632
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 19869 members 
Mstep: Class 2 contains 2527 members 
Mstep: Class 3 contains 69077 members 
Mstep: Class 4 contains 8065 members 
Mstep: Class 5 contains 18291 members 
Mstep: Class 6 contains 111058 members 
Mstep: Class 7 contains 3486 members 
Mstep: Class 8 contains 182505 members 
Mstep: Class 10 contains 18955 members 
Mstep: Class 11 contains 9643 members 
Mstep: Class 12 contains 8032 members 
Mstep: Class 13 contains 85668 members 
Mstep: Class 14 contains 23801 members 
Mstep: Class 15 contains 53812 members 
Mstep: Class 16 contains 47701 members 
Mstep: Class 17 contains 57877 members 
Mstep: Class 18 contains 19155 members 
Mstep: Class 19 contains 81048 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100064768.000000 Penalty: 39832.148438
Iteration 30Q: 19 clusters Score -1.000648e+08 nChanged 8595
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 19839 members 
Mstep: Class 2 contains 2521 members 
Mstep: Class 3 contains 70643 members 
Mstep: Class 4 contains 8057 members 
Mstep: Class 5 contains 18434 members 
Mstep: Class 6 contains 111460 members 
Mstep: Class 7 contains 3430 members 
Mstep: Class 8 contains 182456 members 
Mstep: Class 10 contains 18864 members 
Mstep: Class 11 contains 9499 members 
Mstep: Class 12 contains 8187 members 
Mstep: Class 13 contains 85555 members 
Mstep: Class 14 contains 23761 members 
Mstep: Class 15 contains 53663 members 
Mstep: Class 16 contains 47730 members 
Mstep: Class 17 contains 57523 members 
Mstep: Class 18 contains 18903 members 
Mstep: Class 19 contains 80045 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100067592.000000 Penalty: 39832.148438
Iteration 31Q: 19 clusters Score -1.000676e+08 nChanged 7141
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 19700 members 
Mstep: Class 2 contains 2520 members 
Mstep: Class 3 contains 71839 members 
Mstep: Class 4 contains 8058 members 
Mstep: Class 5 contains 18626 members 
Mstep: Class 6 contains 111859 members 
Mstep: Class 7 contains 3398 members 
Mstep: Class 8 contains 182420 members 
Mstep: Class 10 contains 18772 members 
Mstep: Class 11 contains 9416 members 
Mstep: Class 12 contains 8359 members 
Mstep: Class 13 contains 85417 members 
Mstep: Class 14 contains 23669 members 
Mstep: Class 15 contains 53559 members 
Mstep: Class 16 contains 47759 members 
Mstep: Class 17 contains 57239 members 
Mstep: Class 18 contains 18678 members 
Mstep: Class 19 contains 79282 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100069584.000000 Penalty: 39832.148438
Iteration 32Q: 19 clusters Score -1.000696e+08 nChanged 5889
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 19467 members 
Mstep: Class 2 contains 2521 members 
Mstep: Class 3 contains 72653 members 
Mstep: Class 4 contains 8057 members 
Mstep: Class 5 contains 18943 members 
Mstep: Class 6 contains 112225 members 
Mstep: Class 7 contains 3373 members 
Mstep: Class 8 contains 182382 members 
Mstep: Class 10 contains 18641 members 
Mstep: Class 11 contains 9371 members 
Mstep: Class 12 contains 8503 members 
Mstep: Class 13 contains 85277 members 
Mstep: Class 14 contains 23605 members 
Mstep: Class 15 contains 53513 members 
Mstep: Class 16 contains 47770 members 
Mstep: Class 17 contains 57015 members 
Mstep: Class 18 contains 18519 members 
Mstep: Class 19 contains 78735 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100071184.000000 Penalty: 39832.148438
Iteration 33Q: 19 clusters Score -1.000712e+08 nChanged 5054
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 19125 members 
Mstep: Class 2 contains 2518 members 
Mstep: Class 3 contains 73224 members 
Mstep: Class 4 contains 8056 members 
Mstep: Class 5 contains 19382 members 
Mstep: Class 6 contains 112681 members 
Mstep: Class 7 contains 3368 members 
Mstep: Class 8 contains 182314 members 
Mstep: Class 10 contains 18522 members 
Mstep: Class 11 contains 9343 members 
Mstep: Class 12 contains 8654 members 
Mstep: Class 13 contains 85156 members 
Mstep: Class 14 contains 23529 members 
Mstep: Class 15 contains 53467 members 
Mstep: Class 16 contains 47761 members 
Mstep: Class 17 contains 56854 members 
Mstep: Class 18 contains 18366 members 
Mstep: Class 19 contains 78250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100073144.000000 Penalty: 39832.148438
Iteration 34Q: 19 clusters Score -1.000731e+08 nChanged 4380
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 18745 members 
Mstep: Class 2 contains 2516 members 
Mstep: Class 3 contains 73633 members 
Mstep: Class 4 contains 8056 members 
Mstep: Class 5 contains 19838 members 
Mstep: Class 6 contains 113118 members 
Mstep: Class 7 contains 3359 members 
Mstep: Class 8 contains 182267 members 
Mstep: Class 10 contains 18411 members 
Mstep: Class 11 contains 9341 members 
Mstep: Class 12 contains 8792 members 
Mstep: Class 13 contains 85021 members 
Mstep: Class 14 contains 23474 members 
Mstep: Class 15 contains 53390 members 
Mstep: Class 16 contains 47767 members 
Mstep: Class 17 contains 56755 members 
Mstep: Class 18 contains 18215 members 
Mstep: Class 19 contains 77872 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100074192.000000 Penalty: 39832.148438
Iteration 35Q: 19 clusters Score -1.000742e+08 nChanged 3778
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 18355 members 
Mstep: Class 2 contains 2512 members 
Mstep: Class 3 contains 73962 members 
Mstep: Class 4 contains 8053 members 
Mstep: Class 5 contains 20292 members 
Mstep: Class 6 contains 113481 members 
Mstep: Class 7 contains 3355 members 
Mstep: Class 8 contains 182214 members 
Mstep: Class 10 contains 18335 members 
Mstep: Class 11 contains 9344 members 
Mstep: Class 12 contains 8925 members 
Mstep: Class 13 contains 84889 members 
Mstep: Class 14 contains 23445 members 
Mstep: Class 15 contains 53309 members 
Mstep: Class 16 contains 47747 members 
Mstep: Class 17 contains 56744 members 
Mstep: Class 18 contains 18082 members 
Mstep: Class 19 contains 77526 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100075024.000000 Penalty: 39832.148438
Iteration 36Q: 19 clusters Score -1.00075e+08 nChanged 3207
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 18074 members 
Mstep: Class 2 contains 2509 members 
Mstep: Class 3 contains 74225 members 
Mstep: Class 4 contains 8059 members 
Mstep: Class 5 contains 20603 members 
Mstep: Class 6 contains 113755 members 
Mstep: Class 7 contains 3351 members 
Mstep: Class 8 contains 182164 members 
Mstep: Class 10 contains 18310 members 
Mstep: Class 11 contains 9349 members 
Mstep: Class 12 contains 9020 members 
Mstep: Class 13 contains 84782 members 
Mstep: Class 14 contains 23406 members 
Mstep: Class 15 contains 53242 members 
Mstep: Class 16 contains 47738 members 
Mstep: Class 17 contains 56819 members 
Mstep: Class 18 contains 17958 members 
Mstep: Class 19 contains 77206 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100076008.000000 Penalty: 39832.148438
Iteration 37Q: 19 clusters Score -1.00076e+08 nChanged 2741
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 17913 members 
Mstep: Class 2 contains 2510 members 
Mstep: Class 3 contains 74428 members 
Mstep: Class 4 contains 8066 members 
Mstep: Class 5 contains 20808 members 
Mstep: Class 6 contains 114057 members 
Mstep: Class 7 contains 3347 members 
Mstep: Class 8 contains 182088 members 
Mstep: Class 10 contains 18292 members 
Mstep: Class 11 contains 9348 members 
Mstep: Class 12 contains 9092 members 
Mstep: Class 13 contains 84665 members 
Mstep: Class 14 contains 23365 members 
Mstep: Class 15 contains 53161 members 
Mstep: Class 16 contains 47733 members 
Mstep: Class 17 contains 56913 members 
Mstep: Class 18 contains 17831 members 
Mstep: Class 19 contains 76953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100076640.000000 Penalty: 39832.148438
Iteration 38Q: 19 clusters Score -1.000766e+08 nChanged 2342
Entering ConstructFrom: 
Score: -100076640.000000 Penalty: 39832.148438
Entering ConstructFrom: 
Trying to split cluster 1 (17813 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17813 members 
Entering Unmasked Estep 
Score: -2232372.250000 Penalty: 1590.498535
	Iteration 0F: 2 clusters Score -2232372 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9000 members 
Mstep: Class 2 contains 8813 members 
Entering Unmasked Estep 
Score: -2220198.000000 Penalty: 3180.997070
	Iteration 0F: 3 clusters Score -2220198 nChanged 7979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9559 members 
Mstep: Class 2 contains 8254 members 
Entering Unmasked Estep 
Score: -2224963.500000 Penalty: 3180.997070
	Iteration 1F: 3 clusters Score -2224964 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10048 members 
Mstep: Class 2 contains 7765 members 
Entering Unmasked Estep 
Score: -2226057.250000 Penalty: 3180.997070
	Iteration 2F: 3 clusters Score -2226057 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10743 members 
Mstep: Class 2 contains 7070 members 
Entering Unmasked Estep 
Score: -2227535.750000 Penalty: 3180.997070
	Iteration 3F: 3 clusters Score -2227536 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11463 members 
Mstep: Class 2 contains 6350 members 
Entering Unmasked Estep 
Score: -2228960.250000 Penalty: 3180.997070
	Iteration 4F: 3 clusters Score -2228960 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12135 members 
Mstep: Class 2 contains 5678 members 
Entering Unmasked Estep 
Score: -2230029.750000 Penalty: 3180.997070
	Iteration 5F: 3 clusters Score -2230030 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12606 members 
Mstep: Class 2 contains 5207 members 
Entering Unmasked Estep 
Score: -2230727.250000 Penalty: 3180.997070
	Iteration 6F: 3 clusters Score -2230727 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12928 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
Score: -2231217.250000 Penalty: 3180.997070
	Iteration 7Q: 3 clusters Score -2231217 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13124 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -2231631.500000 Penalty: 3180.997070
	Iteration 8Q: 3 clusters Score -2231632 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13214 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -2232043.500000 Penalty: 3180.997070
	Iteration 9Q: 3 clusters Score -2232044 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13256 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -2232448.250000 Penalty: 3180.997070
	Iteration 10Q: 3 clusters Score -2232448 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13268 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -2232747.000000 Penalty: 3180.997070
	Iteration 11Q: 3 clusters Score -2232747 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13289 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -2232938.750000 Penalty: 3180.997070
	Iteration 12Q: 3 clusters Score -2232939 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13317 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -2233075.750000 Penalty: 3180.997070
	Iteration 13Q: 3 clusters Score -2233076 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13348 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -2233182.000000 Penalty: 3180.997070
	Iteration 14Q: 3 clusters Score -2233182 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13376 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -2233262.750000 Penalty: 3180.997070
	Iteration 15Q: 3 clusters Score -2233263 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13395 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -2233356.250000 Penalty: 3180.997070
	Iteration 16Q: 3 clusters Score -2233356 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13405 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -2233452.250000 Penalty: 3180.997070
	Iteration 17Q: 3 clusters Score -2233452 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13414 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -2233522.750000 Penalty: 3180.997070
	Iteration 18Q: 3 clusters Score -2233523 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13428 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -2233584.750000 Penalty: 3180.997070
	Iteration 19Q: 3 clusters Score -2233585 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13416 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -2233658.750000 Penalty: 3180.997070
	Iteration 20F: 3 clusters Score -2233659 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13412 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -2233687.500000 Penalty: 3180.997070
	Iteration 21Q: 3 clusters Score -2233688 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13407 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -2233703.250000 Penalty: 3180.997070
	Iteration 22Q: 3 clusters Score -2233703 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13409 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -2233714.750000 Penalty: 3180.997070
	Iteration 23Q: 3 clusters Score -2233715 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13405 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -2233720.500000 Penalty: 3180.997070
	Iteration 24Q: 3 clusters Score -2233720 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13402 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -2233732.000000 Penalty: 3180.997070
	Iteration 25Q: 3 clusters Score -2233732 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13387 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -2233725.500000 Penalty: 3180.997070
	Iteration 26Q: 3 clusters Score -2233726 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13377 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -2233724.750000 Penalty: 3180.997070
	Iteration 27Q: 3 clusters Score -2233725 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13370 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -2233728.500000 Penalty: 3180.997070
	Iteration 28Q: 3 clusters Score -2233728 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13369 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -2233728.250000 Penalty: 3180.997070
	Iteration 29Q: 3 clusters Score -2233728 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13367 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -2233725.500000 Penalty: 3180.997070
	Iteration 30Q: 3 clusters Score -2233726 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13368 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -2233727.750000 Penalty: 3180.997070
	Iteration 31Q: 3 clusters Score -2233728 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13368 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -2233727.750000 Penalty: 3180.997070
	Iteration 32F: 3 clusters Score -2233728 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 13368 members 
Mstep: Class 2 contains 2513 members 
Mstep: Class 3 contains 74598 members 
Mstep: Class 4 contains 8077 members 
Mstep: Class 5 contains 20944 members 
Mstep: Class 6 contains 114297 members 
Mstep: Class 7 contains 3347 members 
Mstep: Class 8 contains 182028 members 
Mstep: Class 9 contains 4445 members 
Mstep: Class 10 contains 18254 members 
Mstep: Class 11 contains 9344 members 
Mstep: Class 12 contains 9163 members 
Mstep: Class 13 contains 84558 members 
Mstep: Class 14 contains 23343 members 
Mstep: Class 15 contains 53098 members 
Mstep: Class 16 contains 47731 members 
Mstep: Class 17 contains 57026 members 
Mstep: Class 18 contains 17727 members 
Mstep: Class 19 contains 76709 members 
Entering Unmasked Estep 
Score: -100077608.000000 Penalty: 42045.046875
Splitting cluster 1 changes total score from -100076640.000000 to -100077608.000000
So it's getting split into cluster 9.
Entering ConstructFrom: 
Trying to split cluster 2 (2513 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Entering Unmasked Estep 
Score: -281895.000000 Penalty: 1272.250366
	Iteration 0F: 2 clusters Score -281895 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -279742.281250 Penalty: 2544.500732
	Iteration 0F: 3 clusters Score -279742.3 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -283044.562500 Penalty: 2544.500732
	Iteration 1F: 3 clusters Score -283044.6 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -285917.531250 Penalty: 2544.500732
	Iteration 2F: 3 clusters Score -285917.5 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -286355.656250 Penalty: 2544.500732
	Iteration 3F: 3 clusters Score -286355.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -286506.000000 Penalty: 2544.500732
	Iteration 4Q: 3 clusters Score -286506 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -286534.156250 Penalty: 2544.500732
	Iteration 5Q: 3 clusters Score -286534.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -286548.312500 Penalty: 2544.500732
	Iteration 6Q: 3 clusters Score -286548.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -286551.281250 Penalty: 2544.500732
	Iteration 7Q: 3 clusters Score -286551.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -286556.468750 Penalty: 2544.500732
	Iteration 8Q: 3 clusters Score -286556.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -286563.093750 Penalty: 2544.500732
	Iteration 9Q: 3 clusters Score -286563.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -286564.656250 Penalty: 2544.500732
	Iteration 10Q: 3 clusters Score -286564.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -286564.656250 Penalty: 2544.500732
	Iteration 11F: 3 clusters Score -286564.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 13368 members 
Mstep: Class 2 contains 410 members 
Mstep: Class 3 contains 74598 members 
Mstep: Class 4 contains 8077 members 
Mstep: Class 5 contains 20944 members 
Mstep: Class 6 contains 114297 members 
Mstep: Class 7 contains 3347 members 
Mstep: Class 8 contains 182028 members 
Mstep: Class 9 contains 4445 members 
Mstep: Class 10 contains 18254 members 
Mstep: Class 11 contains 9344 members 
Mstep: Class 12 contains 9163 members 
Mstep: Class 13 contains 84558 members 
Mstep: Class 14 contains 23343 members 
Mstep: Class 15 contains 53098 members 
Mstep: Class 16 contains 47731 members 
Mstep: Class 17 contains 57026 members 
Mstep: Class 18 contains 17727 members 
Mstep: Class 19 contains 76709 members 
Mstep: Class 20 contains 2103 members 
Entering Unmasked Estep 
Score: -100080992.000000 Penalty: 44257.941406
Splitting cluster 2 changes total score from -100076640.000000 to -100080992.000000
So it's getting split into cluster 20.
Entering ConstructFrom: 
Trying to split cluster 3 (74598 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74598 members 
Entering Unmasked Estep 
Score: -9292953.000000 Penalty: 1823.228638
	Iteration 0F: 2 clusters Score -9292953 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37166 members 
Mstep: Class 2 contains 37432 members 
Entering Unmasked Estep 
Score: -9243304.000000 Penalty: 3646.457275
	Iteration 0F: 3 clusters Score -9243304 nChanged 35415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35543 members 
Mstep: Class 2 contains 39055 members 
Entering Unmasked Estep 
Score: -9264202.000000 Penalty: 3646.457275
	Iteration 1F: 3 clusters Score -9264202 nChanged 4034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35113 members 
Mstep: Class 2 contains 39485 members 
Entering Unmasked Estep 
Score: -9266472.000000 Penalty: 3646.457275
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Score: -9295128.000000 Penalty: 3646.457275
	Iteration 95Q: 3 clusters Score -9295128 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10415 members 
Mstep: Class 2 contains 64183 members 
Entering Unmasked Estep 
Score: -9295129.000000 Penalty: 3646.457275
	Iteration 96Q: 3 clusters Score -9295129 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10409 members 
Mstep: Class 2 contains 64189 members 
Entering Unmasked Estep 
Score: -9295126.000000 Penalty: 3646.457275
	Iteration 97Q: 3 clusters Score -9295126 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10407 members 
Mstep: Class 2 contains 64191 members 
Entering Unmasked Estep 
Score: -9295119.000000 Penalty: 3646.457275
	Iteration 98Q: 3 clusters Score -9295119 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10404 members 
Mstep: Class 2 contains 64194 members 
Entering Unmasked Estep 
Score: -9295113.000000 Penalty: 3646.457275
	Iteration 99Q: 3 clusters Score -9295113 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10402 members 
Mstep: Class 2 contains 64196 members 
Entering Unmasked Estep 
Score: -9295118.000000 Penalty: 3646.457275
	Iteration 100F: 3 clusters Score -9295118 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10400 members 
Mstep: Class 2 contains 64198 members 
Entering Unmasked Estep 
Score: -9295119.000000 Penalty: 3646.457275
	Iteration 101Q: 3 clusters Score -9295119 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10398 members 
Mstep: Class 2 contains 64200 members 
Entering Unmasked Estep 
Score: -9295119.000000 Penalty: 3646.457275
	Iteration 102Q: 3 clusters Score -9295119 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10397 members 
Mstep: Class 2 contains 64201 members 
Entering Unmasked Estep 
Score: -9295120.000000 Penalty: 3646.457275
	Iteration 103Q: 3 clusters Score -9295120 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10396 members 
Mstep: Class 2 contains 64202 members 
Entering Unmasked Estep 
Score: -9295121.000000 Penalty: 3646.457275
	Iteration 104Q: 3 clusters Score -9295121 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10395 members 
Mstep: Class 2 contains 64203 members 
Entering Unmasked Estep 
Score: -9295122.000000 Penalty: 3646.457275
	Iteration 105Q: 3 clusters Score -9295122 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10395 members 
Mstep: Class 2 contains 64203 members 
Entering Unmasked Estep 
Score: -9295122.000000 Penalty: 3646.457275
	Iteration 106F: 3 clusters Score -9295122 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 13368 members 
Mstep: Class 2 contains 410 members 
Mstep: Class 3 contains 10395 members 
Mstep: Class 4 contains 8077 members 
Mstep: Class 5 contains 20944 members 
Mstep: Class 6 contains 114297 members 
Mstep: Class 7 contains 3347 members 
Mstep: Class 8 contains 182028 members 
Mstep: Class 9 contains 4445 members 
Mstep: Class 10 contains 18254 members 
Mstep: Class 11 contains 9344 members 
Mstep: Class 12 contains 9163 members 
Mstep: Class 13 contains 84558 members 
Mstep: Class 14 contains 23343 members 
Mstep: Class 15 contains 53098 members 
Mstep: Class 16 contains 47731 members 
Mstep: Class 17 contains 57026 members 
Mstep: Class 18 contains 17727 members 
Mstep: Class 19 contains 76709 members 
Mstep: Class 20 contains 2103 members 
Mstep: Class 21 contains 64203 members 
Entering Unmasked Estep 
Score: -100080240.000000 Penalty: 46470.839844
Splitting cluster 3 changes total score from -100076640.000000 to -100080240.000000
So it's getting split into cluster 21.
Entering ConstructFrom: 
Trying to split cluster 4 (8077 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8077 members 
Entering Unmasked Estep 
Score: -982935.562500 Penalty: 1461.976074
	Iteration 0F: 2 clusters Score -982935.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -977106.187500 Penalty: 2923.952148
	Iteration 0F: 3 clusters Score -977106.2 nChanged 3383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -979356.312500 Penalty: 2923.952148
	Iteration 1F: 3 clusters Score -979356.3 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -980595.750000 Penalty: 2923.952148
	Iteration 2F: 3 clusters Score -980595.8 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -982086.437500 Penalty: 2923.952148
	Iteration 3F: 3 clusters Score -982086.4 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -983714.562500 Penalty: 2923.952148
	Iteration 4F: 3 clusters Score -983714.6 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -985150.000000 Penalty: 2923.952148
	Iteration 5F: 3 clusters Score -985150 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -985668.312500 Penalty: 2923.952148
	Iteration 6F: 3 clusters Score -985668.3 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -985860.437500 Penalty: 2923.952148
	Iteration 7Q: 3 clusters Score -985860.4 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -985977.375000 Penalty: 2923.952148
	Iteration 8Q: 3 clusters Score -985977.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5128 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -986092.750000 Penalty: 2923.952148
	Iteration 9Q: 3 clusters Score -986092.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -986231.625000 Penalty: 2923.952148
	Iteration 10Q: 3 clusters Score -986231.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5255 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -986396.750000 Penalty: 2923.952148
	Iteration 11Q: 3 clusters Score -986396.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -986585.937500 Penalty: 2923.952148
	Iteration 12Q: 3 clusters Score -986585.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -986689.375000 Penalty: 2923.952148
	Iteration 13Q: 3 clusters Score -986689.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -986740.625000 Penalty: 2923.952148
	Iteration 14Q: 3 clusters Score -986740.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5434 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -986784.000000 Penalty: 2923.952148
	Iteration 15Q: 3 clusters Score -986784 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5463 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -986805.125000 Penalty: 2923.952148
	Iteration 16Q: 3 clusters Score -986805.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5488 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -986824.875000 Penalty: 2923.952148
	Iteration 17Q: 3 clusters Score -986824.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5506 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -986833.875000 Penalty: 2923.952148
	Iteration 18Q: 3 clusters Score -986833.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5524 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -986841.312500 Penalty: 2923.952148
	Iteration 19Q: 3 clusters Score -986841.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5535 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -986848.562500 Penalty: 2923.952148
	Iteration 20F: 3 clusters Score -986848.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -986847.875000 Penalty: 2923.952148
	Iteration 21Q: 3 clusters Score -986847.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5538 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -986847.750000 Penalty: 2923.952148
	Iteration 22Q: 3 clusters Score -986847.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5541 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -986848.125000 Penalty: 2923.952148
	Iteration 23Q: 3 clusters Score -986848.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5544 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -986847.875000 Penalty: 2923.952148
	Iteration 24Q: 3 clusters Score -986847.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5547 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -986848.375000 Penalty: 2923.952148
	Iteration 25Q: 3 clusters Score -986848.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5549 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -986850.437500 Penalty: 2923.952148
	Iteration 26Q: 3 clusters Score -986850.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5550 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -986850.062500 Penalty: 2923.952148
	Iteration 27Q: 3 clusters Score -986850.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5553 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -986851.312500 Penalty: 2923.952148
	Iteration 28Q: 3 clusters Score -986851.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5556 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -986850.812500 Penalty: 2923.952148
	Iteration 29Q: 3 clusters Score -986850.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5556 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -986850.812500 Penalty: 2923.952148
	Iteration 30F: 3 clusters Score -986850.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 13368 members 
Mstep: Class 2 contains 410 members 
Mstep: Class 3 contains 10395 members 
Mstep: Class 4 contains 5556 members 
Mstep: Class 5 contains 20944 members 
Mstep: Class 6 contains 114297 members 
Mstep: Class 7 contains 3347 members 
Mstep: Class 8 contains 182028 members 
Mstep: Class 9 contains 4445 members 
Mstep: Class 10 contains 18254 members 
Mstep: Class 11 contains 9344 members 
Mstep: Class 12 contains 9163 members 
Mstep: Class 13 contains 84558 members 
Mstep: Class 14 contains 23343 members 
Mstep: Class 15 contains 53098 members 
Mstep: Class 16 contains 47731 members 
Mstep: Class 17 contains 57026 members 
Mstep: Class 18 contains 17727 members 
Mstep: Class 19 contains 76709 members 
Mstep: Class 20 contains 2103 members 
Mstep: Class 21 contains 64203 members 
Mstep: Class 22 contains 2521 members 
Entering Unmasked Estep 
Score: -100083544.000000 Penalty: 48683.738281
Splitting cluster 4 changes total score from -100076640.000000 to -100083544.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 5 (20944 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20944 members 
Entering Unmasked Estep 
Score: -2625849.000000 Penalty: 1616.811279
	Iteration 0F: 2 clusters Score -2625849 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10478 members 
Mstep: Class 2 contains 10466 members 
Entering Unmasked Estep 
Score: -2611549.000000 Penalty: 3233.622559
	Iteration 0F: 3 clusters Score -2611549 nChanged 9479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10529 members 
Mstep: Class 2 contains 10415 members 
Entering Unmasked Estep 
Score: -2616856.250000 Penalty: 3233.622559
	Iteration 1F: 3 clusters Score -2616856 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10480 members 
Mstep: Class 2 contains 10464 members 
Entering Unmasked Estep 
Score: -2617315.750000 Penalty: 3233.622559
	Iteration 2F: 3 clusters Score -2617316 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10386 members 
Mstep: Class 2 contains 10558 members 
Entering Unmasked Estep 
Score: -2617730.500000 Penalty: 3233.622559
	Iteration 3Q: 3 clusters Score -2617730 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10226 members 
Mstep: Class 2 contains 10718 members 
Entering Unmasked Estep 
Score: -2618164.500000 Penalty: 3233.622559
	Iteration 4Q: 3 clusters Score -2618164 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10022 members 
Mstep: Class 2 contains 10922 members 
Entering Unmasked Estep 
Score: -2618642.750000 Penalty: 3233.622559
	Iteration 5Q: 3 clusters Score -2618643 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9755 members 
Mstep: Class 2 contains 11189 members 
Entering Unmasked Estep 
Score: -2619198.000000 Penalty: 3233.622559
	Iteration 6Q: 3 clusters Score -2619198 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9434 members 
Mstep: Class 2 contains 11510 members 
Entering Unmasked Estep 
Score: -2619807.250000 Penalty: 3233.622559
	Iteration 7F: 3 clusters Score -2619807 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9053 members 
Mstep: Class 2 contains 11891 members 
Entering Unmasked Estep 
Score: -2620545.000000 Penalty: 3233.622559
	Iteration 8F: 3 clusters Score -2620545 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8731 members 
Mstep: Class 2 contains 12213 members 
Entering Unmasked Estep 
Score: -2621284.500000 Penalty: 3233.622559
	Iteration 9F: 3 clusters Score -2621284 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8572 members 
Mstep: Class 2 contains 12372 members 
Entering Unmasked Estep 
Score: -2621943.500000 Penalty: 3233.622559
	Iteration 10Q: 3 clusters Score -2621944 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8489 members 
Mstep: Class 2 contains 12455 members 
Entering Unmasked Estep 
Score: -2622407.750000 Penalty: 3233.622559
	Iteration 11Q: 3 clusters Score -2622408 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8484 members 
Mstep: Class 2 contains 12460 members 
Entering Unmasked Estep 
Score: -2622726.250000 Penalty: 3233.622559
	Iteration 12Q: 3 clusters Score -2622726 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8486 members 
Mstep: Class 2 contains 12458 members 
Entering Unmasked Estep 
Score: -2622931.750000 Penalty: 3233.622559
	Iteration 13Q: 3 clusters Score -2622932 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8499 members 
Mstep: Class 2 contains 12445 members 
Entering Unmasked Estep 
Score: -2623061.000000 Penalty: 3233.622559
	Iteration 14Q: 3 clusters Score -2623061 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8516 members 
Mstep: Class 2 contains 12428 members 
Entering Unmasked Estep 
Score: -2623127.500000 Penalty: 3233.622559
	Iteration 15Q: 3 clusters Score -2623128 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8554 members 
Mstep: Class 2 contains 12390 members 
Entering Unmasked Estep 
Score: -2623172.000000 Penalty: 3233.622559
	Iteration 16Q: 3 clusters Score -2623172 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8601 members 
Mstep: Class 2 contains 12343 members 
Entering Unmasked Estep 
Score: -2623203.250000 Penalty: 3233.622559
	Iteration 17Q: 3 clusters Score -2623203 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8651 members 
Mstep: Class 2 contains 12293 members 
Entering Unmasked Estep 
Score: -2623232.250000 Penalty: 3233.622559
	Iteration 18Q: 3 clusters Score -2623232 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8709 members 
Mstep: Class 2 contains 12235 members 
Entering Unmasked Estep 
Score: -2623256.000000 Penalty: 3233.622559
	Iteration 19Q: 3 clusters Score -2623256 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8761 members 
Mstep: Class 2 contains 12183 members 
Entering Unmasked Estep 
Score: -2623284.500000 Penalty: 3233.622559
	Iteration 20F: 3 clusters Score -2623284 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8808 members 
Mstep: Class 2 contains 12136 members 
Entering Unmasked Estep 
Score: -2623299.000000 Penalty: 3233.622559
	Iteration 21Q: 3 clusters Score -2623299 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8844 members 
Mstep: Class 2 contains 12100 members 
Entering Unmasked Estep 
Score: -2623314.500000 Penalty: 3233.622559
	Iteration 22Q: 3 clusters Score -2623314 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8872 members 
Mstep: Class 2 contains 12072 members 
Entering Unmasked Estep 
Score: -2623324.750000 Penalty: 3233.622559
	Iteration 23Q: 3 clusters Score -2623325 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8906 members 
Mstep: Class 2 contains 12038 members 
Entering Unmasked Estep 
Score: -2623330.000000 Penalty: 3233.622559
	Iteration 24Q: 3 clusters Score -2623330 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8966 members 
Mstep: Class 2 contains 11978 members 
Entering Unmasked Estep 
Score: -2623344.500000 Penalty: 3233.622559
	Iteration 25Q: 3 clusters Score -2623344 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9022 members 
Mstep: Class 2 contains 11922 members 
Entering Unmasked Estep 
Score: -2623353.500000 Penalty: 3233.622559
	Iteration 26Q: 3 clusters Score -2623354 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9088 members 
Mstep: Class 2 contains 11856 members 
Entering Unmasked Estep 
Score: -2623381.250000 Penalty: 3233.622559
	Iteration 27Q: 3 clusters Score -2623381 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9186 members 
Mstep: Class 2 contains 11758 members 
Entering Unmasked Estep 
Score: -2623413.750000 Penalty: 3233.622559
	Iteration 28Q: 3 clusters Score -2623414 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9272 members 
Mstep: Class 2 contains 11672 members 
Entering Unmasked Estep 
Score: -2623435.250000 Penalty: 3233.622559
	Iteration 29Q: 3 clusters Score -2623435 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9360 members 
Mstep: Class 2 contains 11584 members 
Entering Unmasked Estep 
Score: -2623450.750000 Penalty: 3233.622559
	Iteration 30Q: 3 clusters Score -2623451 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9457 members 
Mstep: Class 2 contains 11487 members 
Entering Unmasked Estep 
Score: -2623481.000000 Penalty: 3233.622559
	Iteration 31Q: 3 clusters Score -2623481 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9551 members 
Mstep: Class 2 contains 11393 members 
Entering Unmasked Estep 
Score: -2623511.000000 Penalty: 3233.622559
	Iteration 32Q: 3 clusters Score -2623511 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9666 members 
Mstep: Class 2 contains 11278 members 
Entering Unmasked Estep 
Score: -2623547.250000 Penalty: 3233.622559
	Iteration 33Q: 3 clusters Score -2623547 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9782 members 
Mstep: Class 2 contains 11162 members 
Entering Unmasked Estep 
Score: -2623601.250000 Penalty: 3233.622559
	Iteration 34Q: 3 clusters Score -2623601 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9926 members 
Mstep: Class 2 contains 11018 members 
Entering Unmasked Estep 
Score: -2623636.500000 Penalty: 3233.622559
	Iteration 35Q: 3 clusters Score -2623636 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10059 members 
Mstep: Class 2 contains 10885 members 
Entering Unmasked Estep 
Score: -2623684.750000 Penalty: 3233.622559
	Iteration 36Q: 3 clusters Score -2623685 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10186 members 
Mstep: Class 2 contains 10758 members 
Entering Unmasked Estep 
Score: -2623734.000000 Penalty: 3233.622559
	Iteration 37Q: 3 clusters Score -2623734 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10338 members 
Mstep: Class 2 contains 10606 members 
Entering Unmasked Estep 
Score: -2623773.000000 Penalty: 3233.622559
	Iteration 38Q: 3 clusters Score -2623773 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10499 members 
Mstep: Class 2 contains 10445 members 
Entering Unmasked Estep 
Score: -2623832.500000 Penalty: 3233.622559
	Iteration 39Q: 3 clusters Score -2623832 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10662 members 
Mstep: Class 2 contains 10282 members 
Entering Unmasked Estep 
Score: -2623892.750000 Penalty: 3233.622559
	Iteration 40F: 3 clusters Score -2623893 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10812 members 
Mstep: Class 2 contains 10132 members 
Entering Unmasked Estep 
Score: -2623931.250000 Penalty: 3233.622559
	Iteration 41Q: 3 clusters Score -2623931 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10985 members 
Mstep: Class 2 contains 9959 members 
Entering Unmasked Estep 
Score: -2623984.250000 Penalty: 3233.622559
	Iteration 42Q: 3 clusters Score -2623984 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11140 members 
Mstep: Class 2 contains 9804 members 
Entering Unmasked Estep 
Score: -2624031.000000 Penalty: 3233.622559
	Iteration 43Q: 3 clusters Score -2624031 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11287 members 
Mstep: Class 2 contains 9657 members 
Entering Unmasked Estep 
Score: -2624088.000000 Penalty: 3233.622559
	Iteration 44Q: 3 clusters Score -2624088 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11460 members 
Mstep: Class 2 contains 9484 members 
Entering Unmasked Estep 
Score: -2624136.750000 Penalty: 3233.622559
	Iteration 45Q: 3 clusters Score -2624137 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11633 members 
Mstep: Class 2 contains 9311 members 
Entering Unmasked Estep 
Score: -2624200.250000 Penalty: 3233.622559
	Iteration 46Q: 3 clusters Score -2624200 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11814 members 
Mstep: Class 2 contains 9130 members 
Entering Unmasked Estep 
Score: -2624270.000000 Penalty: 3233.622559
	Iteration 47Q: 3 clusters Score -2624270 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11983 members 
Mstep: Class 2 contains 8961 members 
Entering Unmasked Estep 
Score: -2624341.000000 Penalty: 3233.622559
	Iteration 48Q: 3 clusters Score -2624341 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12175 members 
Mstep: Class 2 contains 8769 members 
Entering Unmasked Estep 
Score: -2624440.500000 Penalty: 3233.622559
	Iteration 49Q: 3 clusters Score -2624440 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12395 members 
Mstep: Class 2 contains 8549 members 
Entering Unmasked Estep 
Score: -2624565.000000 Penalty: 3233.622559
	Iteration 50Q: 3 clusters Score -2624565 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12613 members 
Mstep: Class 2 contains 8331 members 
Entering Unmasked Estep 
Score: -2624686.500000 Penalty: 3233.622559
	Iteration 51Q: 3 clusters Score -2624686 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12808 members 
Mstep: Class 2 contains 8136 members 
Entering Unmasked Estep 
Score: -2624808.000000 Penalty: 3233.622559
	Iteration 52Q: 3 clusters Score -2624808 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13015 members 
Mstep: Class 2 contains 7929 members 
Entering Unmasked Estep 
Score: -2624968.000000 Penalty: 3233.622559
	Iteration 53Q: 3 clusters Score -2624968 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13206 members 
Mstep: Class 2 contains 7738 members 
Entering Unmasked Estep 
Score: -2625133.250000 Penalty: 3233.622559
	Iteration 54Q: 3 clusters Score -2625133 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13367 members 
Mstep: Class 2 contains 7577 members 
Entering Unmasked Estep 
Score: -2625304.750000 Penalty: 3233.622559
	Iteration 55Q: 3 clusters Score -2625305 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13520 members 
Mstep: Class 2 contains 7424 members 
Entering Unmasked Estep 
Score: -2625486.750000 Penalty: 3233.622559
	Iteration 56Q: 3 clusters Score -2625487 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13606 members 
Mstep: Class 2 contains 7338 members 
Entering Unmasked Estep 
Score: -2625707.250000 Penalty: 3233.622559
	Iteration 57Q: 3 clusters Score -2625707 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13645 members 
Mstep: Class 2 contains 7299 members 
Entering Unmasked Estep 
Score: -2625904.000000 Penalty: 3233.622559
	Iteration 58Q: 3 clusters Score -2625904 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13673 members 
Mstep: Class 2 contains 7271 members 
Entering Unmasked Estep 
Score: -2626036.250000 Penalty: 3233.622559
	Iteration 59Q: 3 clusters Score -2626036 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13713 members 
Mstep: Class 2 contains 7231 members 
Entering Unmasked Estep 
Score: -2626124.000000 Penalty: 3233.622559
	Iteration 60F: 3 clusters Score -2626124 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13759 members 
Mstep: Class 2 contains 7185 members 
Entering Unmasked Estep 
Score: -2626188.500000 Penalty: 3233.622559
	Iteration 61Q: 3 clusters Score -2626188 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13808 members 
Mstep: Class 2 contains 7136 members 
Entering Unmasked Estep 
Score: -2626228.250000 Penalty: 3233.622559
	Iteration 62Q: 3 clusters Score -2626228 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13831 members 
Mstep: Class 2 contains 7113 members 
Entering Unmasked Estep 
Score: -2626239.000000 Penalty: 3233.622559
	Iteration 63Q: 3 clusters Score -2626239 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13853 members 
Mstep: Class 2 contains 7091 members 
Entering Unmasked Estep 
Score: -2626254.500000 Penalty: 3233.622559
	Iteration 64Q: 3 clusters Score -2626254 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13870 members 
Mstep: Class 2 contains 7074 members 
Entering Unmasked Estep 
Score: -2626257.250000 Penalty: 3233.622559
	Iteration 65Q: 3 clusters Score -2626257 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13888 members 
Mstep: Class 2 contains 7056 members 
Entering Unmasked Estep 
Score: -2626267.250000 Penalty: 3233.622559
	Iteration 66Q: 3 clusters Score -2626267 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13902 members 
Mstep: Class 2 contains 7042 members 
Entering Unmasked Estep 
Score: -2626263.000000 Penalty: 3233.622559
	Iteration 67Q: 3 clusters Score -2626263 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13914 members 
Mstep: Class 2 contains 7030 members 
Entering Unmasked Estep 
Score: -2626265.250000 Penalty: 3233.622559
	Iteration 68Q: 3 clusters Score -2626265 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13930 members 
Mstep: Class 2 contains 7014 members 
Entering Unmasked Estep 
Score: -2626262.000000 Penalty: 3233.622559
	Iteration 69Q: 3 clusters Score -2626262 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13938 members 
Mstep: Class 2 contains 7006 members 
Entering Unmasked Estep 
Score: -2626265.750000 Penalty: 3233.622559
	Iteration 70Q: 3 clusters Score -2626266 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13943 members 
Mstep: Class 2 contains 7001 members 
Entering Unmasked Estep 
Score: -2626265.750000 Penalty: 3233.622559
	Iteration 71Q: 3 clusters Score -2626266 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13947 members 
Mstep: Class 2 contains 6997 members 
Entering Unmasked Estep 
Score: -2626273.750000 Penalty: 3233.622559
	Iteration 72Q: 3 clusters Score -2626274 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13947 members 
Mstep: Class 2 contains 6997 members 
Entering Unmasked Estep 
Score: -2626273.500000 Penalty: 3233.622559
	Iteration 73Q: 3 clusters Score -2626274 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13947 members 
Mstep: Class 2 contains 6997 members 
Entering Unmasked Estep 
Score: -2626273.500000 Penalty: 3233.622559
	Iteration 74F: 3 clusters Score -2626274 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 13368 members 
Mstep: Class 2 contains 410 members 
Mstep: Class 3 contains 10395 members 
Mstep: Class 4 contains 5556 members 
Mstep: Class 5 contains 13947 members 
Mstep: Class 6 contains 114297 members 
Mstep: Class 7 contains 3347 members 
Mstep: Class 8 contains 182028 members 
Mstep: Class 9 contains 4445 members 
Mstep: Class 10 contains 18254 members 
Mstep: Class 11 contains 9344 members 
Mstep: Class 12 contains 9163 members 
Mstep: Class 13 contains 84558 members 
Mstep: Class 14 contains 23343 members 
Mstep: Class 15 contains 53098 members 
Mstep: Class 16 contains 47731 members 
Mstep: Class 17 contains 57026 members 
Mstep: Class 18 contains 17727 members 
Mstep: Class 19 contains 76709 members 
Mstep: Class 20 contains 2103 members 
Mstep: Class 21 contains 64203 members 
Mstep: Class 22 contains 2521 members 
Mstep: Class 23 contains 6997 members 
Entering Unmasked Estep 
Score: -100083184.000000 Penalty: 50896.632812
Splitting cluster 5 changes total score from -100076640.000000 to -100083184.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 6 (114297 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114297 members 
Entering Unmasked Estep 
Score: -14397603.000000 Penalty: 1892.565308
	Iteration 0F: 2 clusters Score -1.43976e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57314 members 
Mstep: Class 2 contains 56983 members 
Entering Unmasked Estep 
Score: -14321342.000000 Penalty: 3785.130615
	Iteration 0F: 3 clusters Score -1.432134e+07 nChanged 54812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58870 members 
Mstep: Class 2 contains 55427 members 
Entering Unmasked Estep 
Score: -14353464.000000 Penalty: 3785.130615
	Iteration 1F: 3 clusters Score -1.435346e+07 nChanged 4111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59689 members 
Mstep: Class 2 contains 54608 members 
Entering Unmasked Estep 
Score: -14354762.000000 Penalty: 3785.130615
	Iteration 2Q: 3 clusters Score -1.435476e+07 nChanged 4733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60932 members 
Mstep: Class 2 contains 53365 members 
Entering Unmasked Estep 
Score: -14356927.000000 Penalty: 3785.130615
	Iteration 3Q: 3 clusters Score -1.435693e+07 nChanged 5865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62811 members 
Mstep: Class 2 contains 51486 members 
Entering Unmasked Estep 
Score: -14359887.000000 Penalty: 3785.130615
	Iteration 4F: 3 clusters Score -1.435989e+07 nChanged 6755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65546 members 
Mstep: Class 2 contains 48751 members 
Entering Unmasked Estep 
Score: -14364118.000000 Penalty: 3785.130615
	Iteration 5F: 3 clusters Score -1.436412e+07 nChanged 7355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69209 members 
Mstep: Class 2 contains 45088 members 
Entering Unmasked Estep 
Score: -14369238.000000 Penalty: 3785.130615
	Iteration 6F: 3 clusters Score -1.436924e+07 nChanged 7533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73488 members 
Mstep: Class 2 contains 40809 members 
Entering Unmasked Estep 
Score: -14374515.000000 Penalty: 3785.130615
	Iteration 7F: 3 clusters Score -1.437452e+07 nChanged 7209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77931 members 
Mstep: Class 2 contains 36366 members 
Entering Unmasked Estep 
Score: -14379906.000000 Penalty: 3785.130615
	Iteration 8F: 3 clusters Score -1.437991e+07 nChanged 6311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81804 members 
Mstep: Class 2 contains 32493 members 
Entering Unmasked Estep 
Score: -14384722.000000 Penalty: 3785.130615
	Iteration 9F: 3 clusters Score -1.438472e+07 nChanged 5254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84966 members 
Mstep: Class 2 contains 29331 members 
Entering Unmasked Estep 
Score: -14388600.000000 Penalty: 3785.130615
	Iteration 10Q: 3 clusters Score -1.43886e+07 nChanged 4227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87453 members 
Mstep: Class 2 contains 26844 members 
Entering Unmasked Estep 
Score: -14391865.000000 Penalty: 3785.130615
	Iteration 11Q: 3 clusters Score -1.439186e+07 nChanged 3490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89613 members 
Mstep: Class 2 contains 24684 members 
Entering Unmasked Estep 
Score: -14394907.000000 Penalty: 3785.130615
	Iteration 12Q: 3 clusters Score -1.439491e+07 nChanged 2890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91433 members 
Mstep: Class 2 contains 22864 members 
Entering Unmasked Estep 
Score: -14397720.000000 Penalty: 3785.130615
	Iteration 13Q: 3 clusters Score -1.439772e+07 nChanged 2362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92967 members 
Mstep: Class 2 contains 21330 members 
Entering Unmasked Estep 
Score: -14400273.000000 Penalty: 3785.130615
	Iteration 14Q: 3 clusters Score -1.440027e+07 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94069 members 
Mstep: Class 2 contains 20228 members 
Entering Unmasked Estep 
Score: -14402008.000000 Penalty: 3785.130615
	Iteration 15Q: 3 clusters Score -1.440201e+07 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94927 members 
Mstep: Class 2 contains 19370 members 
Entering Unmasked Estep 
Score: -14402866.000000 Penalty: 3785.130615
	Iteration 16Q: 3 clusters Score -1.440287e+07 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95552 members 
Mstep: Class 2 contains 18745 members 
Entering Unmasked Estep 
Score: -14403311.000000 Penalty: 3785.130615
	Iteration 17Q: 3 clusters Score -1.440331e+07 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96061 members 
Mstep: Class 2 contains 18236 members 
Entering Unmasked Estep 
Score: -14403445.000000 Penalty: 3785.130615
	Iteration 18Q: 3 clusters Score -1.440344e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96417 members 
Mstep: Class 2 contains 17880 members 
Entering Unmasked Estep 
Score: -14403564.000000 Penalty: 3785.130615
	Iteration 19Q: 3 clusters Score -1.440356e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96681 members 
Mstep: Class 2 contains 17616 members 
Entering Unmasked Estep 
Score: -14403571.000000 Penalty: 3785.130615
	Iteration 20F: 3 clusters Score -1.440357e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96882 members 
Mstep: Class 2 contains 17415 members 
Entering Unmasked Estep 
Score: -14403602.000000 Penalty: 3785.130615
	Iteration 21Q: 3 clusters Score -1.44036e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97024 members 
Mstep: Class 2 contains 17273 members 
Entering Unmasked Estep 
Score: -14403632.000000 Penalty: 3785.130615
	Iteration 22Q: 3 clusters Score -1.440363e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97136 members 
Mstep: Class 2 contains 17161 members 
Entering Unmasked Estep 
Score: -14403637.000000 Penalty: 3785.130615
	Iteration 23Q: 3 clusters Score -1.440364e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97229 members 
Mstep: Class 2 contains 17068 members 
Entering Unmasked Estep 
Score: -14403646.000000 Penalty: 3785.130615
	Iteration 24Q: 3 clusters Score -1.440365e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97292 members 
Mstep: Class 2 contains 17005 members 
Entering Unmasked Estep 
Score: -14403633.000000 Penalty: 3785.130615
	Iteration 25Q: 3 clusters Score -1.440363e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97341 members 
Mstep: Class 2 contains 16956 members 
Entering Unmasked Estep 
Score: -14403651.000000 Penalty: 3785.130615
	Iteration 26Q: 3 clusters Score -1.440365e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97364 members 
Mstep: Class 2 contains 16933 members 
Entering Unmasked Estep 
Score: -14403672.000000 Penalty: 3785.130615
	Iteration 27Q: 3 clusters Score -1.440367e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97383 members 
Mstep: Class 2 contains 16914 members 
Entering Unmasked Estep 
Score: -14403672.000000 Penalty: 3785.130615
	Iteration 28Q: 3 clusters Score -1.440367e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97403 members 
Mstep: Class 2 contains 16894 members 
Entering Unmasked Estep 
Score: -14403661.000000 Penalty: 3785.130615
	Iteration 29Q: 3 clusters Score -1.440366e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97416 members 
Mstep: Class 2 contains 16881 members 
Entering Unmasked Estep 
Score: -14403650.000000 Penalty: 3785.130615
	Iteration 30Q: 3 clusters Score -1.440365e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97423 members 
Mstep: Class 2 contains 16874 members 
Entering Unmasked Estep 
Score: -14403647.000000 Penalty: 3785.130615
	Iteration 31Q: 3 clusters Score -1.440365e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97431 members 
Mstep: Class 2 contains 16866 members 
Entering Unmasked Estep 
Score: -14403638.000000 Penalty: 3785.130615
	Iteration 32Q: 3 clusters Score -1.440364e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97439 members 
Mstep: Class 2 contains 16858 members 
Entering Unmasked Estep 
Score: -14403642.000000 Penalty: 3785.130615
	Iteration 33Q: 3 clusters Score -1.440364e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97444 members 
Mstep: Class 2 contains 16853 members 
Entering Unmasked Estep 
Score: -14403643.000000 Penalty: 3785.130615
	Iteration 34Q: 3 clusters Score -1.440364e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97451 members 
Mstep: Class 2 contains 16846 members 
Entering Unmasked Estep 
Score: -14403655.000000 Penalty: 3785.130615
	Iteration 35Q: 3 clusters Score -1.440366e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97456 members 
Mstep: Class 2 contains 16841 members 
Entering Unmasked Estep 
Score: -14403659.000000 Penalty: 3785.130615
	Iteration 36Q: 3 clusters Score -1.440366e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97462 members 
Mstep: Class 2 contains 16835 members 
Entering Unmasked Estep 
Score: -14403662.000000 Penalty: 3785.130615
	Iteration 37Q: 3 clusters Score -1.440366e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97464 members 
Mstep: Class 2 contains 16833 members 
Entering Unmasked Estep 
Score: -14403663.000000 Penalty: 3785.130615
	Iteration 38Q: 3 clusters Score -1.440366e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97466 members 
Mstep: Class 2 contains 16831 members 
Entering Unmasked Estep 
Score: -14403654.000000 Penalty: 3785.130615
	Iteration 39Q: 3 clusters Score -1.440365e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97466 members 
Mstep: Class 2 contains 16831 members 
Entering Unmasked Estep 
Score: -14403654.000000 Penalty: 3785.130615
	Iteration 40F: 3 clusters Score -1.440365e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 13368 members 
Mstep: Class 2 contains 410 members 
Mstep: Class 3 contains 10395 members 
Mstep: Class 4 contains 5556 members 
Mstep: Class 5 contains 13947 members 
Mstep: Class 6 contains 97466 members 
Mstep: Class 7 contains 3347 members 
Mstep: Class 8 contains 182028 members 
Mstep: Class 9 contains 4445 members 
Mstep: Class 10 contains 18254 members 
Mstep: Class 11 contains 9344 members 
Mstep: Class 12 contains 9163 members 
Mstep: Class 13 contains 84558 members 
Mstep: Class 14 contains 23343 members 
Mstep: Class 15 contains 53098 members 
Mstep: Class 16 contains 47731 members 
Mstep: Class 17 contains 57026 members 
Mstep: Class 18 contains 17727 members 
Mstep: Class 19 contains 76709 members 
Mstep: Class 20 contains 2103 members 
Mstep: Class 21 contains 64203 members 
Mstep: Class 22 contains 2521 members 
Mstep: Class 23 contains 6997 members 
Mstep: Class 24 contains 16831 members 
Entering Unmasked Estep 
Score: -100088824.000000 Penalty: 53109.531250
Splitting cluster 6 changes total score from -100076640.000000 to -100088824.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 7 (3347 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Entering Unmasked Estep 
Score: -387063.343750 Penalty: 1318.820679
	Iteration 0F: 2 clusters Score -387063.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -384333.468750 Penalty: 2637.641357
	Iteration 0F: 3 clusters Score -384333.5 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -386036.093750 Penalty: 2637.641357
	Iteration 1F: 3 clusters Score -386036.1 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -386739.125000 Penalty: 2637.641357
	Iteration 2F: 3 clusters Score -386739.1 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -387227.218750 Penalty: 2637.641357
	Iteration 3F: 3 clusters Score -387227.2 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -387473.593750 Penalty: 2637.641357
	Iteration 4F: 3 clusters Score -387473.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -387606.312500 Penalty: 2637.641357
	Iteration 5Q: 3 clusters Score -387606.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -387703.843750 Penalty: 2637.641357
	Iteration 6Q: 3 clusters Score -387703.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -387764.156250 Penalty: 2637.641357
	Iteration 7Q: 3 clusters Score -387764.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -387823.312500 Penalty: 2637.641357
	Iteration 8Q: 3 clusters Score -387823.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -387883.656250 Penalty: 2637.641357
	Iteration 9Q: 3 clusters Score -387883.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -387917.562500 Penalty: 2637.641357
	Iteration 10Q: 3 clusters Score -387917.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -387951.187500 Penalty: 2637.641357
	Iteration 11Q: 3 clusters Score -387951.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -387970.437500 Penalty: 2637.641357
	Iteration 12Q: 3 clusters Score -387970.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -387984.093750 Penalty: 2637.641357
	Iteration 13Q: 3 clusters Score -387984.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -387991.812500 Penalty: 2637.641357
	Iteration 14Q: 3 clusters Score -387991.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -387996.343750 Penalty: 2637.641357
	Iteration 15Q: 3 clusters Score -387996.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -388002.625000 Penalty: 2637.641357
	Iteration 16Q: 3 clusters Score -388002.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -388005.562500 Penalty: 2637.641357
	Iteration 17Q: 3 clusters Score -388005.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -388009.468750 Penalty: 2637.641357
	Iteration 18Q: 3 clusters Score -388009.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -388010.968750 Penalty: 2637.641357
	Iteration 19Q: 3 clusters Score -388011 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -388053.312500 Penalty: 2637.641357
	Iteration 20F: 3 clusters Score -388053.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -388065.156250 Penalty: 2637.641357
	Iteration 21Q: 3 clusters Score -388065.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -388066.906250 Penalty: 2637.641357
	Iteration 22Q: 3 clusters Score -388066.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -388068.718750 Penalty: 2637.641357
	Iteration 23Q: 3 clusters Score -388068.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -388070.468750 Penalty: 2637.641357
	Iteration 24Q: 3 clusters Score -388070.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -388069.875000 Penalty: 2637.641357
	Iteration 25Q: 3 clusters Score -388069.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -388070.281250 Penalty: 2637.641357
	Iteration 26Q: 3 clusters Score -388070.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -388070.312500 Penalty: 2637.641357
	Iteration 27Q: 3 clusters Score -388070.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -388071.375000 Penalty: 2637.641357
	Iteration 28Q: 3 clusters Score -388071.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -388070.906250 Penalty: 2637.641357
	Iteration 29Q: 3 clusters Score -388070.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -388070.906250 Penalty: 2637.641357
	Iteration 30F: 3 clusters Score -388070.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 13368 members 
Mstep: Class 2 contains 410 members 
Mstep: Class 3 contains 10395 members 
Mstep: Class 4 contains 5556 members 
Mstep: Class 5 contains 13947 members 
Mstep: Class 6 contains 97466 members 
Mstep: Class 7 contains 2778 members 
Mstep: Class 8 contains 182028 members 
Mstep: Class 9 contains 4445 members 
Mstep: Class 10 contains 18254 members 
Mstep: Class 11 contains 9344 members 
Mstep: Class 12 contains 9163 members 
Mstep: Class 13 contains 84558 members 
Mstep: Class 14 contains 23343 members 
Mstep: Class 15 contains 53098 members 
Mstep: Class 16 contains 47731 members 
Mstep: Class 17 contains 57026 members 
Mstep: Class 18 contains 17727 members 
Mstep: Class 19 contains 76709 members 
Mstep: Class 20 contains 2103 members 
Mstep: Class 21 contains 64203 members 
Mstep: Class 22 contains 2521 members 
Mstep: Class 23 contains 6997 members 
Mstep: Class 24 contains 16831 members 
Mstep: Class 25 contains 569 members 
Entering Unmasked Estep 
Score: -100089264.000000 Penalty: 55322.429688
Splitting cluster 7 changes total score from -100076640.000000 to -100089264.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 8 (182028 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182028 members 
Entering Unmasked Estep 
Score: -23271734.000000 Penalty: 1968.186279
	Iteration 0F: 2 clusters Score -2.327173e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90835 members 
Mstep: Class 2 contains 91193 members 
Entering Unmasked Estep 
Score: -23204652.000000 Penalty: 3936.372559
	Iteration 0F: 3 clusters Score -2.320465e+07 nChanged 88095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86790 members 
Mstep: Class 2 contains 95238 members 
Entering Unmasked Estep 
Score: -23258058.000000 Penalty: 3936.372559
	Iteration 1F: 3 clusters Score -2.325806e+07 nChanged 8380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83140 members 
Mstep: Class 2 contains 98888 members 
Entering Unmasked Estep 
Score: -23260602.000000 Penalty: 3936.372559
	Iteration 2Q: 3 clusters Score -2.32606e+07 nChanged 10221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77979 members 
Mstep: Class 2 contains 104049 members 
Entering Unmasked Estep 
Score: -23264258.000000 Penalty: 3936.372559
	Iteration 3F: 3 clusters Score -2.326426e+07 nChanged 11793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71846 members 
Mstep: Class 2 contains 110182 members 
Entering Unmasked Estep 
Score: -23268670.000000 Penalty: 3936.372559
	Iteration 4F: 3 clusters Score -2.326867e+07 nChanged 12194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66216 members 
Mstep: Class 2 contains 115812 members 
Entering Unmasked Estep 
Score: -23273288.000000 Penalty: 3936.372559
	Iteration 5F: 3 clusters Score -2.327329e+07 nChanged 11415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62607 members 
Mstep: Class 2 contains 119421 members 
Entering Unmasked Estep 
Score: -23277548.000000 Penalty: 3936.372559
	Iteration 6F: 3 clusters Score -2.327755e+07 nChanged 10242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61855 members 
Mstep: Class 2 contains 120173 members 
Entering Unmasked Estep 
Score: -23282130.000000 Penalty: 3936.372559
	Iteration 7F: 3 clusters Score -2.328213e+07 nChanged 9576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63753 members 
Mstep: Class 2 contains 118275 members 
Entering Unmasked Estep 
Score: -23287206.000000 Penalty: 3936.372559
	Iteration 8F: 3 clusters Score -2.328721e+07 nChanged 9735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67798 members 
Mstep: Class 2 contains 114230 members 
Entering Unmasked Estep 
Score: -23292826.000000 Penalty: 3936.372559
	Iteration 9F: 3 clusters Score -2.329283e+07 nChanged 9142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72756 members 
Mstep: Class 2 contains 109272 members 
Entering Unmasked Estep 
Score: -23297304.000000 Penalty: 3936.372559
	Iteration 10F: 3 clusters Score -2.32973e+07 nChanged 7297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77541 members 
Mstep: Class 2 contains 104487 members 
Entering Unmasked Estep 
Score: -23300064.000000 Penalty: 3936.372559
	Iteration 11Q: 3 clusters Score -2.330006e+07 nChanged 5880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82437 members 
Mstep: Class 2 contains 99591 members 
Entering Unmasked Estep 
Score: -23301876.000000 Penalty: 3936.372559
	Iteration 12Q: 3 clusters Score -2.330188e+07 nChanged 5445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87596 members 
Mstep: Class 2 contains 94432 members 
Entering Unmasked Estep 
Score: -23303502.000000 Penalty: 3936.372559
	Iteration 13Q: 3 clusters Score -2.33035e+07 nChanged 5670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93050 members 
Mstep: Class 2 contains 88978 members 
Entering Unmasked Estep 
Score: -23305394.000000 Penalty: 3936.372559
	Iteration 14Q: 3 clusters Score -2.330539e+07 nChanged 6031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98689 members 
Mstep: Class 2 contains 83339 members 
Entering Unmasked Estep 
Score: -23307618.000000 Penalty: 3936.372559
	Iteration 15Q: 3 clusters Score -2.330762e+07 nChanged 6233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104270 members 
Mstep: Class 2 contains 77758 members 
Entering Unmasked Estep 
Score: -23309540.000000 Penalty: 3936.372559
	Iteration 16Q: 3 clusters Score -2.330954e+07 nChanged 6180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109376 members 
Mstep: Class 2 contains 72652 members 
Entering Unmasked Estep 
Score: -23311360.000000 Penalty: 3936.372559
	Iteration 17Q: 3 clusters Score -2.331136e+07 nChanged 5517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113731 members 
Mstep: Class 2 contains 68297 members 
Entering Unmasked Estep 
Score: -23312740.000000 Penalty: 3936.372559
	Iteration 18Q: 3 clusters Score -2.331274e+07 nChanged 4656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117273 members 
Mstep: Class 2 contains 64755 members 
Entering Unmasked Estep 
Score: -23313352.000000 Penalty: 3936.372559
	Iteration 19Q: 3 clusters Score -2.331335e+07 nChanged 3802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120257 members 
Mstep: Class 2 contains 61771 members 
Entering Unmasked Estep 
Score: -23313870.000000 Penalty: 3936.372559
	Iteration 20F: 3 clusters Score -2.331387e+07 nChanged 3356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123029 members 
Mstep: Class 2 contains 58999 members 
Entering Unmasked Estep 
Score: -23313804.000000 Penalty: 3936.372559
	Iteration 21Q: 3 clusters Score -2.33138e+07 nChanged 2822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125351 members 
Mstep: Class 2 contains 56677 members 
Entering Unmasked Estep 
Score: -23313434.000000 Penalty: 3936.372559
	Iteration 22Q: 3 clusters Score -2.331343e+07 nChanged 2318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127291 members 
Mstep: Class 2 contains 54737 members 
Entering Unmasked Estep 
Score: -23313102.000000 Penalty: 3936.372559
	Iteration 23Q: 3 clusters Score -2.33131e+07 nChanged 1998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128971 members 
Mstep: Class 2 contains 53057 members 
Entering Unmasked Estep 
Score: -23312756.000000 Penalty: 3936.372559
	Iteration 24Q: 3 clusters Score -2.331276e+07 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130440 members 
Mstep: Class 2 contains 51588 members 
Entering Unmasked Estep 
Score: -23312394.000000 Penalty: 3936.372559
	Iteration 25Q: 3 clusters Score -2.331239e+07 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131806 members 
Mstep: Class 2 contains 50222 members 
Entering Unmasked Estep 
Score: -23312186.000000 Penalty: 3936.372559
	Iteration 26Q: 3 clusters Score -2.331219e+07 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133062 members 
Mstep: Class 2 contains 48966 members 
Entering Unmasked Estep 
Score: -23312006.000000 Penalty: 3936.372559
	Iteration 27Q: 3 clusters Score -2.331201e+07 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134315 members 
Mstep: Class 2 contains 47713 members 
Entering Unmasked Estep 
Score: -23311874.000000 Penalty: 3936.372559
	Iteration 28Q: 3 clusters Score -2.331187e+07 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135513 members 
Mstep: Class 2 contains 46515 members 
Entering Unmasked Estep 
Score: -23311776.000000 Penalty: 3936.372559
	Iteration 29Q: 3 clusters Score -2.331178e+07 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136701 members 
Mstep: Class 2 contains 45327 members 
Entering Unmasked Estep 
Score: -23311664.000000 Penalty: 3936.372559
	Iteration 30Q: 3 clusters Score -2.331166e+07 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137880 members 
Mstep: Class 2 contains 44148 members 
Entering Unmasked Estep 
Score: -23311622.000000 Penalty: 3936.372559
	Iteration 31Q: 3 clusters Score -2.331162e+07 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139083 members 
Mstep: Class 2 contains 42945 members 
Entering Unmasked Estep 
Score: -23311636.000000 Penalty: 3936.372559
	Iteration 32Q: 3 clusters Score -2.331164e+07 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140261 members 
Mstep: Class 2 contains 41767 members 
Entering Unmasked Estep 
Score: -23311838.000000 Penalty: 3936.372559
	Iteration 33Q: 3 clusters Score -2.331184e+07 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141471 members 
Mstep: Class 2 contains 40557 members 
Entering Unmasked Estep 
Score: -23311824.000000 Penalty: 3936.372559
	Iteration 34Q: 3 clusters Score -2.331182e+07 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142693 members 
Mstep: Class 2 contains 39335 members 
Entering Unmasked Estep 
Score: -23311924.000000 Penalty: 3936.372559
	Iteration 35Q: 3 clusters Score -2.331192e+07 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143842 members 
Mstep: Class 2 contains 38186 members 
Entering Unmasked Estep 
Score: -23311988.000000 Penalty: 3936.372559
	Iteration 36Q: 3 clusters Score -2.331199e+07 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145055 members 
Mstep: Class 2 contains 36973 members 
Entering Unmasked Estep 
Score: -23311774.000000 Penalty: 3936.372559
	Iteration 37Q: 3 clusters Score -2.331177e+07 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146192 members 
Mstep: Class 2 contains 35836 members 
Entering Unmasked Estep 
Score: -23311638.000000 Penalty: 3936.372559
	Iteration 38Q: 3 clusters Score -2.331164e+07 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147218 members 
Mstep: Class 2 contains 34810 members 
Entering Unmasked Estep 
Score: -23311400.000000 Penalty: 3936.372559
	Iteration 39Q: 3 clusters Score -2.33114e+07 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148092 members 
Mstep: Class 2 contains 33936 members 
Entering Unmasked Estep 
Score: -23311198.000000 Penalty: 3936.372559
	Iteration 40F: 3 clusters Score -2.33112e+07 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148865 members 
Mstep: Class 2 contains 33163 members 
Entering Unmasked Estep 
Score: -23310880.000000 Penalty: 3936.372559
	Iteration 41Q: 3 clusters Score -2.331088e+07 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149596 members 
Mstep: Class 2 contains 32432 members 
Entering Unmasked Estep 
Score: -23310696.000000 Penalty: 3936.372559
	Iteration 42Q: 3 clusters Score -2.33107e+07 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150283 members 
Mstep: Class 2 contains 31745 members 
Entering Unmasked Estep 
Score: -23310350.000000 Penalty: 3936.372559
	Iteration 43Q: 3 clusters Score -2.331035e+07 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150905 members 
Mstep: Class 2 contains 31123 members 
Entering Unmasked Estep 
Score: -23310150.000000 Penalty: 3936.372559
	Iteration 44Q: 3 clusters Score -2.331015e+07 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151454 members 
Mstep: Class 2 contains 30574 members 
Entering Unmasked Estep 
Score: -23309862.000000 Penalty: 3936.372559
	Iteration 45Q: 3 clusters Score -2.330986e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151957 members 
Mstep: Class 2 contains 30071 members 
Entering Unmasked Estep 
Score: -23309606.000000 Penalty: 3936.372559
	Iteration 46Q: 3 clusters Score -2.330961e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152363 members 
Mstep: Class 2 contains 29665 members 
Entering Unmasked Estep 
Score: -23309308.000000 Penalty: 3936.372559
	Iteration 47Q: 3 clusters Score -2.330931e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152696 members 
Mstep: Class 2 contains 29332 members 
Entering Unmasked Estep 
Score: -23309006.000000 Penalty: 3936.372559
	Iteration 48Q: 3 clusters Score -2.330901e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153008 members 
Mstep: Class 2 contains 29020 members 
Entering Unmasked Estep 
Score: -23308698.000000 Penalty: 3936.372559
	Iteration 49Q: 3 clusters Score -2.33087e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153249 members 
Mstep: Class 2 contains 28779 members 
Entering Unmasked Estep 
Score: -23308460.000000 Penalty: 3936.372559
	Iteration 50Q: 3 clusters Score -2.330846e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153433 members 
Mstep: Class 2 contains 28595 members 
Entering Unmasked Estep 
Score: -23308306.000000 Penalty: 3936.372559
	Iteration 51Q: 3 clusters Score -2.330831e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153567 members 
Mstep: Class 2 contains 28461 members 
Entering Unmasked Estep 
Score: -23308138.000000 Penalty: 3936.372559
	Iteration 52Q: 3 clusters Score -2.330814e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153666 members 
Mstep: Class 2 contains 28362 members 
Entering Unmasked Estep 
Score: -23308046.000000 Penalty: 3936.372559
	Iteration 53Q: 3 clusters Score -2.330805e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153736 members 
Mstep: Class 2 contains 28292 members 
Entering Unmasked Estep 
Score: -23307960.000000 Penalty: 3936.372559
	Iteration 54Q: 3 clusters Score -2.330796e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153789 members 
Mstep: Class 2 contains 28239 members 
Entering Unmasked Estep 
Score: -23307880.000000 Penalty: 3936.372559
	Iteration 55Q: 3 clusters Score -2.330788e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153848 members 
Mstep: Class 2 contains 28180 members 
Entering Unmasked Estep 
Score: -23307828.000000 Penalty: 3936.372559
	Iteration 56Q: 3 clusters Score -2.330783e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153903 members 
Mstep: Class 2 contains 28125 members 
Entering Unmasked Estep 
Score: -23307792.000000 Penalty: 3936.372559
	Iteration 57Q: 3 clusters Score -2.330779e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153956 members 
Mstep: Class 2 contains 28072 members 
Entering Unmasked Estep 
Score: -23307728.000000 Penalty: 3936.372559
	Iteration 58Q: 3 clusters Score -2.330773e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154000 members 
Mstep: Class 2 contains 28028 members 
Entering Unmasked Estep 
Score: -23307664.000000 Penalty: 3936.372559
	Iteration 59Q: 3 clusters Score -2.330766e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154030 members 
Mstep: Class 2 contains 27998 members 
Entering Unmasked Estep 
Score: -23307622.000000 Penalty: 3936.372559
	Iteration 60F: 3 clusters Score -2.330762e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154061 members 
Mstep: Class 2 contains 27967 members 
Entering Unmasked Estep 
Score: -23307636.000000 Penalty: 3936.372559
	Iteration 61Q: 3 clusters Score -2.330764e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154082 members 
Mstep: Class 2 contains 27946 members 
Entering Unmasked Estep 
Score: -23307610.000000 Penalty: 3936.372559
	Iteration 62Q: 3 clusters Score -2.330761e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154107 members 
Mstep: Class 2 contains 27921 members 
Entering Unmasked Estep 
Score: -23307588.000000 Penalty: 3936.372559
	Iteration 63Q: 3 clusters Score -2.330759e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154130 members 
Mstep: Class 2 contains 27898 members 
Entering Unmasked Estep 
Score: -23307554.000000 Penalty: 3936.372559
	Iteration 64Q: 3 clusters Score -2.330755e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154150 members 
Mstep: Class 2 contains 27878 members 
Entering Unmasked Estep 
Score: -23307536.000000 Penalty: 3936.372559
	Iteration 65Q: 3 clusters Score -2.330754e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154164 members 
Mstep: Class 2 contains 27864 members 
Entering Unmasked Estep 
Score: -23307520.000000 Penalty: 3936.372559
	Iteration 66Q: 3 clusters Score -2.330752e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154176 members 
Mstep: Class 2 contains 27852 members 
Entering Unmasked Estep 
Score: -23307504.000000 Penalty: 3936.372559
	Iteration 67Q: 3 clusters Score -2.33075e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154186 members 
Mstep: Class 2 contains 27842 members 
Entering Unmasked Estep 
Score: -23307494.000000 Penalty: 3936.372559
	Iteration 68Q: 3 clusters Score -2.330749e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154199 members 
Mstep: Class 2 contains 27829 members 
Entering Unmasked Estep 
Score: -23307478.000000 Penalty: 3936.372559
	Iteration 69Q: 3 clusters Score -2.330748e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154212 members 
Mstep: Class 2 contains 27816 members 
Entering Unmasked Estep 
Score: -23307460.000000 Penalty: 3936.372559
	Iteration 70Q: 3 clusters Score -2.330746e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154218 members 
Mstep: Class 2 contains 27810 members 
Entering Unmasked Estep 
Score: -23307448.000000 Penalty: 3936.372559
	Iteration 71Q: 3 clusters Score -2.330745e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154224 members 
Mstep: Class 2 contains 27804 members 
Entering Unmasked Estep 
Score: -23307464.000000 Penalty: 3936.372559
	Iteration 72Q: 3 clusters Score -2.330746e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154232 members 
Mstep: Class 2 contains 27796 members 
Entering Unmasked Estep 
Score: -23307462.000000 Penalty: 3936.372559
	Iteration 73Q: 3 clusters Score -2.330746e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154233 members 
Mstep: Class 2 contains 27795 members 
Entering Unmasked Estep 
Score: -23307444.000000 Penalty: 3936.372559
	Iteration 74Q: 3 clusters Score -2.330744e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154235 members 
Mstep: Class 2 contains 27793 members 
Entering Unmasked Estep 
Score: -23307450.000000 Penalty: 3936.372559
	Iteration 75Q: 3 clusters Score -2.330745e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154239 members 
Mstep: Class 2 contains 27789 members 
Entering Unmasked Estep 
Score: -23307448.000000 Penalty: 3936.372559
	Iteration 76Q: 3 clusters Score -2.330745e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154244 members 
Mstep: Class 2 contains 27784 members 
Entering Unmasked Estep 
Score: -23307454.000000 Penalty: 3936.372559
	Iteration 77Q: 3 clusters Score -2.330745e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154247 members 
Mstep: Class 2 contains 27781 members 
Entering Unmasked Estep 
Score: -23307444.000000 Penalty: 3936.372559
	Iteration 78Q: 3 clusters Score -2.330744e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154250 members 
Mstep: Class 2 contains 27778 members 
Entering Unmasked Estep 
Score: -23307436.000000 Penalty: 3936.372559
	Iteration 79Q: 3 clusters Score -2.330744e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154254 members 
Mstep: Class 2 contains 27774 members 
Entering Unmasked Estep 
Score: -23307436.000000 Penalty: 3936.372559
	Iteration 80F: 3 clusters Score -2.330744e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154259 members 
Mstep: Class 2 contains 27769 members 
Entering Unmasked Estep 
Score: -23307422.000000 Penalty: 3936.372559
	Iteration 81Q: 3 clusters Score -2.330742e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154261 members 
Mstep: Class 2 contains 27767 members 
Entering Unmasked Estep 
Score: -23307420.000000 Penalty: 3936.372559
	Iteration 82Q: 3 clusters Score -2.330742e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154267 members 
Mstep: Class 2 contains 27761 members 
Entering Unmasked Estep 
Score: -23307416.000000 Penalty: 3936.372559
	Iteration 83Q: 3 clusters Score -2.330742e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154272 members 
Mstep: Class 2 contains 27756 members 
Entering Unmasked Estep 
Score: -23307400.000000 Penalty: 3936.372559
	Iteration 84Q: 3 clusters Score -2.33074e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154275 members 
Mstep: Class 2 contains 27753 members 
Entering Unmasked Estep 
Score: -23307402.000000 Penalty: 3936.372559
	Iteration 85Q: 3 clusters Score -2.33074e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154276 members 
Mstep: Class 2 contains 27752 members 
Entering Unmasked Estep 
Score: -23307390.000000 Penalty: 3936.372559
	Iteration 86Q: 3 clusters Score -2.330739e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154278 members 
Mstep: Class 2 contains 27750 members 
Entering Unmasked Estep 
Score: -23307382.000000 Penalty: 3936.372559
	Iteration 87Q: 3 clusters Score -2.330738e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154279 members 
Mstep: Class 2 contains 27749 members 
Entering Unmasked Estep 
Score: -23307380.000000 Penalty: 3936.372559
	Iteration 88Q: 3 clusters Score -2.330738e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154280 members 
Mstep: Class 2 contains 27748 members 
Entering Unmasked Estep 
Score: -23307382.000000 Penalty: 3936.372559
	Iteration 89Q: 3 clusters Score -2.330738e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154281 members 
Mstep: Class 2 contains 27747 members 
Entering Unmasked Estep 
Score: -23307380.000000 Penalty: 3936.372559
	Iteration 90Q: 3 clusters Score -2.330738e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154281 members 
Mstep: Class 2 contains 27747 members 
Entering Unmasked Estep 
Score: -23307390.000000 Penalty: 3936.372559
	Iteration 91Q: 3 clusters Score -2.330739e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154281 members 
Mstep: Class 2 contains 27747 members 
Entering Unmasked Estep 
Score: -23307390.000000 Penalty: 3936.372559
	Iteration 92F: 3 clusters Score -2.330739e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 13368 members 
Mstep: Class 2 contains 410 members 
Mstep: Class 3 contains 10395 members 
Mstep: Class 4 contains 5556 members 
Mstep: Class 5 contains 13947 members 
Mstep: Class 6 contains 97466 members 
Mstep: Class 7 contains 2778 members 
Mstep: Class 8 contains 154281 members 
Mstep: Class 9 contains 4445 members 
Mstep: Class 10 contains 18254 members 
Mstep: Class 11 contains 9344 members 
Mstep: Class 12 contains 9163 members 
Mstep: Class 13 contains 84558 members 
Mstep: Class 14 contains 23343 members 
Mstep: Class 15 contains 53098 members 
Mstep: Class 16 contains 47731 members 
Mstep: Class 17 contains 57026 members 
Mstep: Class 18 contains 17727 members 
Mstep: Class 19 contains 76709 members 
Mstep: Class 20 contains 2103 members 
Mstep: Class 21 contains 64203 members 
Mstep: Class 22 contains 2521 members 
Mstep: Class 23 contains 6997 members 
Mstep: Class 24 contains 16831 members 
Mstep: Class 25 contains 569 members 
Mstep: Class 26 contains 27747 members 
Entering Unmasked Estep 
Score: -100124024.000000 Penalty: 57535.324219
Splitting cluster 8 changes total score from -100076640.000000 to -100124024.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 10 (18254 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18254 members 
Entering Unmasked Estep 
Score: -2095734.125000 Penalty: 1594.472656
	Iteration 0F: 2 clusters Score -2095734 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9092 members 
Mstep: Class 2 contains 9162 members 
Entering Unmasked Estep 
Score: -2083340.375000 Penalty: 3188.945312
	Iteration 0F: 3 clusters Score -2083340 nChanged 8248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9096 members 
Mstep: Class 2 contains 9158 members 
Entering Unmasked Estep 
Score: -2088655.250000 Penalty: 3188.945312
	Iteration 1F: 3 clusters Score -2088655 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8830 members 
Mstep: Class 2 contains 9424 members 
Entering Unmasked Estep 
Score: -2089828.000000 Penalty: 3188.945312
	Iteration 2F: 3 clusters Score -2089828 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8419 members 
Mstep: Class 2 contains 9835 members 
Entering Unmasked Estep 
Score: -2091010.875000 Penalty: 3188.945312
	Iteration 3F: 3 clusters Score -2091011 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7899 members 
Mstep: Class 2 contains 10355 members 
Entering Unmasked Estep 
Score: -2092083.375000 Penalty: 3188.945312
	Iteration 4F: 3 clusters Score -2092083 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7345 members 
Mstep: Class 2 contains 10909 members 
Entering Unmasked Estep 
Score: -2092889.625000 Penalty: 3188.945312
	Iteration 5F: 3 clusters Score -2092890 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6828 members 
Mstep: Class 2 contains 11426 members 
Entering Unmasked Estep 
Score: -2093401.375000 Penalty: 3188.945312
	Iteration 6F: 3 clusters Score -2093401 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6337 members 
Mstep: Class 2 contains 11917 members 
Entering Unmasked Estep 
Score: -2093793.500000 Penalty: 3188.945312
	Iteration 7Q: 3 clusters Score -2093794 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5888 members 
Mstep: Class 2 contains 12366 members 
Entering Unmasked Estep 
Score: -2094086.875000 Penalty: 3188.945312
	Iteration 8Q: 3 clusters Score -2094087 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5463 members 
Mstep: Class 2 contains 12791 members 
Entering Unmasked Estep 
Score: -2094342.750000 Penalty: 3188.945312
	Iteration 9Q: 3 clusters Score -2094343 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 13163 members 
Entering Unmasked Estep 
Score: -2094518.750000 Penalty: 3188.945312
	Iteration 10Q: 3 clusters Score -2094519 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 13496 members 
Entering Unmasked Estep 
Score: -2094673.125000 Penalty: 3188.945312
	Iteration 11Q: 3 clusters Score -2094673 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 13824 members 
Entering Unmasked Estep 
Score: -2094819.625000 Penalty: 3188.945312
	Iteration 12Q: 3 clusters Score -2094820 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 14093 members 
Entering Unmasked Estep 
Score: -2094930.375000 Penalty: 3188.945312
	Iteration 13Q: 3 clusters Score -2094930 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 14351 members 
Entering Unmasked Estep 
Score: -2095045.375000 Penalty: 3188.945312
	Iteration 14Q: 3 clusters Score -2095045 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 14571 members 
Entering Unmasked Estep 
Score: -2095165.125000 Penalty: 3188.945312
	Iteration 15Q: 3 clusters Score -2095165 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 14761 members 
Entering Unmasked Estep 
Score: -2095267.375000 Penalty: 3188.945312
	Iteration 16Q: 3 clusters Score -2095267 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 14927 members 
Entering Unmasked Estep 
Score: -2095376.000000 Penalty: 3188.945312
	Iteration 17Q: 3 clusters Score -2095376 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 15074 members 
Entering Unmasked Estep 
Score: -2095474.375000 Penalty: 3188.945312
	Iteration 18Q: 3 clusters Score -2095474 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 15209 members 
Entering Unmasked Estep 
Score: -2095548.750000 Penalty: 3188.945312
	Iteration 19Q: 3 clusters Score -2095549 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 15327 members 
Entering Unmasked Estep 
Score: -2095615.875000 Penalty: 3188.945312
	Iteration 20F: 3 clusters Score -2095616 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 15432 members 
Entering Unmasked Estep 
Score: -2095676.250000 Penalty: 3188.945312
	Iteration 21Q: 3 clusters Score -2095676 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 15516 members 
Entering Unmasked Estep 
Score: -2095718.125000 Penalty: 3188.945312
	Iteration 22Q: 3 clusters Score -2095718 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 15575 members 
Entering Unmasked Estep 
Score: -2095743.000000 Penalty: 3188.945312
	Iteration 23Q: 3 clusters Score -2095743 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 15626 members 
Entering Unmasked Estep 
Score: -2095764.125000 Penalty: 3188.945312
	Iteration 24Q: 3 clusters Score -2095764 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 15674 members 
Entering Unmasked Estep 
Score: -2095776.250000 Penalty: 3188.945312
	Iteration 25Q: 3 clusters Score -2095776 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 15710 members 
Entering Unmasked Estep 
Score: -2095784.750000 Penalty: 3188.945312
	Iteration 26Q: 3 clusters Score -2095785 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 15729 members 
Entering Unmasked Estep 
Score: -2095790.125000 Penalty: 3188.945312
	Iteration 27Q: 3 clusters Score -2095790 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 15750 members 
Entering Unmasked Estep 
Score: -2095795.500000 Penalty: 3188.945312
	Iteration 28Q: 3 clusters Score -2095796 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 15768 members 
Entering Unmasked Estep 
Score: -2095796.750000 Penalty: 3188.945312
	Iteration 29Q: 3 clusters Score -2095797 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 15785 members 
Entering Unmasked Estep 
Score: -2095798.375000 Penalty: 3188.945312
	Iteration 30Q: 3 clusters Score -2095798 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 15800 members 
Entering Unmasked Estep 
Score: -2095802.625000 Penalty: 3188.945312
	Iteration 31Q: 3 clusters Score -2095803 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 15811 members 
Entering Unmasked Estep 
Score: -2095806.125000 Penalty: 3188.945312
	Iteration 32Q: 3 clusters Score -2095806 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 15815 members 
Entering Unmasked Estep 
Score: -2095805.250000 Penalty: 3188.945312
	Iteration 33Q: 3 clusters Score -2095805 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 15820 members 
Entering Unmasked Estep 
Score: -2095807.000000 Penalty: 3188.945312
	Iteration 34Q: 3 clusters Score -2095807 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 15829 members 
Entering Unmasked Estep 
Score: -2095813.375000 Penalty: 3188.945312
	Iteration 35Q: 3 clusters Score -2095813 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 15839 members 
Entering Unmasked Estep 
Score: -2095816.250000 Penalty: 3188.945312
	Iteration 36Q: 3 clusters Score -2095816 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 15851 members 
Entering Unmasked Estep 
Score: -2095822.250000 Penalty: 3188.945312
	Iteration 37Q: 3 clusters Score -2095822 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 15857 members 
Entering Unmasked Estep 
Score: -2095823.875000 Penalty: 3188.945312
	Iteration 38Q: 3 clusters Score -2095824 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 15864 members 
Entering Unmasked Estep 
Score: -2095825.000000 Penalty: 3188.945312
	Iteration 39Q: 3 clusters Score -2095825 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 15872 members 
Entering Unmasked Estep 
Score: -2095829.875000 Penalty: 3188.945312
	Iteration 40F: 3 clusters Score -2095830 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 15876 members 
Entering Unmasked Estep 
Score: -2095827.875000 Penalty: 3188.945312
	Iteration 41Q: 3 clusters Score -2095828 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 15879 members 
Entering Unmasked Estep 
Score: -2095830.500000 Penalty: 3188.945312
	Iteration 42Q: 3 clusters Score -2095830 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 15881 members 
Entering Unmasked Estep 
Score: -2095830.750000 Penalty: 3188.945312
	Iteration 43Q: 3 clusters Score -2095831 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 15886 members 
Entering Unmasked Estep 
Score: -2095828.625000 Penalty: 3188.945312
	Iteration 44Q: 3 clusters Score -2095829 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 15887 members 
Entering Unmasked Estep 
Score: -2095830.375000 Penalty: 3188.945312
	Iteration 45Q: 3 clusters Score -2095830 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 15888 members 
Entering Unmasked Estep 
Score: -2095829.875000 Penalty: 3188.945312
	Iteration 46Q: 3 clusters Score -2095830 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 15892 members 
Entering Unmasked Estep 
Score: -2095827.250000 Penalty: 3188.945312
	Iteration 47Q: 3 clusters Score -2095827 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 15896 members 
Entering Unmasked Estep 
Score: -2095830.750000 Penalty: 3188.945312
	Iteration 48Q: 3 clusters Score -2095831 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 15898 members 
Entering Unmasked Estep 
Score: -2095829.000000 Penalty: 3188.945312
	Iteration 49Q: 3 clusters Score -2095829 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 15900 members 
Entering Unmasked Estep 
Score: -2095829.500000 Penalty: 3188.945312
	Iteration 50Q: 3 clusters Score -2095830 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 15903 members 
Entering Unmasked Estep 
Score: -2095831.250000 Penalty: 3188.945312
	Iteration 51Q: 3 clusters Score -2095831 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 15908 members 
Entering Unmasked Estep 
Score: -2095832.000000 Penalty: 3188.945312
	Iteration 52Q: 3 clusters Score -2095832 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 15907 members 
Entering Unmasked Estep 
Score: -2095834.500000 Penalty: 3188.945312
	Iteration 53Q: 3 clusters Score -2095834 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 15910 members 
Entering Unmasked Estep 
Score: -2095829.375000 Penalty: 3188.945312
	Iteration 54Q: 3 clusters Score -2095829 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 15913 members 
Entering Unmasked Estep 
Score: -2095831.375000 Penalty: 3188.945312
	Iteration 55Q: 3 clusters Score -2095831 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 15917 members 
Entering Unmasked Estep 
Score: -2095831.875000 Penalty: 3188.945312
	Iteration 56Q: 3 clusters Score -2095832 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 15916 members 
Entering Unmasked Estep 
Score: -2095831.000000 Penalty: 3188.945312
	Iteration 57Q: 3 clusters Score -2095831 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 15915 members 
Entering Unmasked Estep 
Score: -2095833.250000 Penalty: 3188.945312
	Iteration 58Q: 3 clusters Score -2095833 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 15916 members 
Entering Unmasked Estep 
Score: -2095833.000000 Penalty: 3188.945312
	Iteration 59Q: 3 clusters Score -2095833 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 15920 members 
Entering Unmasked Estep 
Score: -2095833.500000 Penalty: 3188.945312
	Iteration 60F: 3 clusters Score -2095834 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 15922 members 
Entering Unmasked Estep 
Score: -2095833.500000 Penalty: 3188.945312
	Iteration 61Q: 3 clusters Score -2095834 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 15923 members 
Entering Unmasked Estep 
Score: -2095835.000000 Penalty: 3188.945312
	Iteration 62Q: 3 clusters Score -2095835 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 15925 members 
Entering Unmasked Estep 
Score: -2095835.625000 Penalty: 3188.945312
	Iteration 63Q: 3 clusters Score -2095836 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 15926 members 
Entering Unmasked Estep 
Score: -2095834.125000 Penalty: 3188.945312
	Iteration 64Q: 3 clusters Score -2095834 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 15928 members 
Entering Unmasked Estep 
Score: -2095837.000000 Penalty: 3188.945312
	Iteration 65Q: 3 clusters Score -2095837 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 15928 members 
Entering Unmasked Estep 
Score: -2095837.000000 Penalty: 3188.945312
	Iteration 66F: 3 clusters Score -2095837 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 13368 members 
Mstep: Class 2 contains 410 members 
Mstep: Class 3 contains 10395 members 
Mstep: Class 4 contains 5556 members 
Mstep: Class 5 contains 13947 members 
Mstep: Class 6 contains 97466 members 
Mstep: Class 7 contains 2778 members 
Mstep: Class 8 contains 154281 members 
Mstep: Class 9 contains 4445 members 
Mstep: Class 10 contains 2326 members 
Mstep: Class 11 contains 9344 members 
Mstep: Class 12 contains 9163 members 
Mstep: Class 13 contains 84558 members 
Mstep: Class 14 contains 23343 members 
Mstep: Class 15 contains 53098 members 
Mstep: Class 16 contains 47731 members 
Mstep: Class 17 contains 57026 members 
Mstep: Class 18 contains 17727 members 
Mstep: Class 19 contains 76709 members 
Mstep: Class 20 contains 2103 members 
Mstep: Class 21 contains 64203 members 
Mstep: Class 22 contains 2521 members 
Mstep: Class 23 contains 6997 members 
Mstep: Class 24 contains 16831 members 
Mstep: Class 25 contains 569 members 
Mstep: Class 26 contains 27747 members 
Mstep: Class 27 contains 15928 members 
Entering Unmasked Estep 
Score: -100123456.000000 Penalty: 59748.222656
Splitting cluster 10 changes total score from -100076640.000000 to -100123456.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 11 (9344 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9344 members 
Entering Unmasked Estep 
Score: -1166938.000000 Penalty: 1485.654541
	Iteration 0F: 2 clusters Score -1166938 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -1160217.750000 Penalty: 2971.309082
	Iteration 0F: 3 clusters Score -1160218 nChanged 4057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -1162484.625000 Penalty: 2971.309082
	Iteration 1F: 3 clusters Score -1162485 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -1162817.750000 Penalty: 2971.309082
	Iteration 2F: 3 clusters Score -1162818 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -1163110.250000 Penalty: 2971.309082
	Iteration 3F: 3 clusters Score -1163110 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 4900 members 
Entering Unmasked Estep 
Score: -1163407.000000 Penalty: 2971.309082
	Iteration 4F: 3 clusters Score -1163407 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -1163698.625000 Penalty: 2971.309082
	Iteration 5F: 3 clusters Score -1163699 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -1163973.750000 Penalty: 2971.309082
	Iteration 6Q: 3 clusters Score -1163974 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -1164200.125000 Penalty: 2971.309082
	Iteration 7Q: 3 clusters Score -1164200 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -1164349.375000 Penalty: 2971.309082
	Iteration 8Q: 3 clusters Score -1164349 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -1164436.750000 Penalty: 2971.309082
	Iteration 9Q: 3 clusters Score -1164437 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -1164483.875000 Penalty: 2971.309082
	Iteration 10Q: 3 clusters Score -1164484 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -1164521.250000 Penalty: 2971.309082
	Iteration 11Q: 3 clusters Score -1164521 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -1164544.125000 Penalty: 2971.309082
	Iteration 12Q: 3 clusters Score -1164544 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -1164569.500000 Penalty: 2971.309082
	Iteration 13Q: 3 clusters Score -1164570 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -1164596.125000 Penalty: 2971.309082
	Iteration 14Q: 3 clusters Score -1164596 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5033 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -1164615.000000 Penalty: 2971.309082
	Iteration 15Q: 3 clusters Score -1164615 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5137 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -1164639.625000 Penalty: 2971.309082
	Iteration 16Q: 3 clusters Score -1164640 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5253 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -1164669.500000 Penalty: 2971.309082
	Iteration 17Q: 3 clusters Score -1164670 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5389 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -1164702.500000 Penalty: 2971.309082
	Iteration 18Q: 3 clusters Score -1164702 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5559 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -1164758.375000 Penalty: 2971.309082
	Iteration 19Q: 3 clusters Score -1164758 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5766 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -1164838.375000 Penalty: 2971.309082
	Iteration 20F: 3 clusters Score -1164838 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6006 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -1164936.375000 Penalty: 2971.309082
	Iteration 21Q: 3 clusters Score -1164936 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6275 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -1165059.875000 Penalty: 2971.309082
	Iteration 22Q: 3 clusters Score -1165060 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6542 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -1165202.250000 Penalty: 2971.309082
	Iteration 23Q: 3 clusters Score -1165202 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6796 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -1165333.750000 Penalty: 2971.309082
	Iteration 24Q: 3 clusters Score -1165334 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7025 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -1165459.750000 Penalty: 2971.309082
	Iteration 25Q: 3 clusters Score -1165460 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7216 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -1165589.625000 Penalty: 2971.309082
	Iteration 26Q: 3 clusters Score -1165590 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7392 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -1165766.500000 Penalty: 2971.309082
	Iteration 27Q: 3 clusters Score -1165766 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7537 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -1165943.375000 Penalty: 2971.309082
	Iteration 28Q: 3 clusters Score -1165943 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7648 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -1166025.625000 Penalty: 2971.309082
	Iteration 29Q: 3 clusters Score -1166026 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7742 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -1166095.000000 Penalty: 2971.309082
	Iteration 30Q: 3 clusters Score -1166095 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7822 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -1166140.375000 Penalty: 2971.309082
	Iteration 31Q: 3 clusters Score -1166140 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7891 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -1166184.625000 Penalty: 2971.309082
	Iteration 32Q: 3 clusters Score -1166185 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7943 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -1166212.000000 Penalty: 2971.309082
	Iteration 33Q: 3 clusters Score -1166212 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7993 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -1166232.125000 Penalty: 2971.309082
	Iteration 34Q: 3 clusters Score -1166232 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8036 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -1166248.000000 Penalty: 2971.309082
	Iteration 35Q: 3 clusters Score -1166248 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8076 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -1166272.750000 Penalty: 2971.309082
	Iteration 36Q: 3 clusters Score -1166273 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8110 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -1166287.750000 Penalty: 2971.309082
	Iteration 37Q: 3 clusters Score -1166288 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8141 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -1166299.125000 Penalty: 2971.309082
	Iteration 38Q: 3 clusters Score -1166299 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8155 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -1166308.125000 Penalty: 2971.309082
	Iteration 39Q: 3 clusters Score -1166308 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8172 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -1166312.875000 Penalty: 2971.309082
	Iteration 40F: 3 clusters Score -1166313 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8182 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -1166317.000000 Penalty: 2971.309082
	Iteration 41Q: 3 clusters Score -1166317 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8197 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -1166318.750000 Penalty: 2971.309082
	Iteration 42Q: 3 clusters Score -1166319 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8206 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -1166321.000000 Penalty: 2971.309082
	Iteration 43Q: 3 clusters Score -1166321 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8216 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -1166325.375000 Penalty: 2971.309082
	Iteration 44Q: 3 clusters Score -1166325 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8223 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -1166327.000000 Penalty: 2971.309082
	Iteration 45Q: 3 clusters Score -1166327 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8229 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -1166329.750000 Penalty: 2971.309082
	Iteration 46Q: 3 clusters Score -1166330 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8233 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -1166331.250000 Penalty: 2971.309082
	Iteration 47Q: 3 clusters Score -1166331 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8240 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -1166330.750000 Penalty: 2971.309082
	Iteration 48Q: 3 clusters Score -1166331 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8248 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -1166334.375000 Penalty: 2971.309082
	Iteration 49Q: 3 clusters Score -1166334 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8256 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -1166337.000000 Penalty: 2971.309082
	Iteration 50Q: 3 clusters Score -1166337 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8267 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -1166344.625000 Penalty: 2971.309082
	Iteration 51Q: 3 clusters Score -1166345 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8276 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -1166347.125000 Penalty: 2971.309082
	Iteration 52Q: 3 clusters Score -1166347 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8286 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -1166348.625000 Penalty: 2971.309082
	Iteration 53Q: 3 clusters Score -1166349 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8294 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -1166352.000000 Penalty: 2971.309082
	Iteration 54Q: 3 clusters Score -1166352 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8301 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -1166356.250000 Penalty: 2971.309082
	Iteration 55Q: 3 clusters Score -1166356 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8306 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -1166356.250000 Penalty: 2971.309082
	Iteration 56Q: 3 clusters Score -1166356 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8311 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -1166357.000000 Penalty: 2971.309082
	Iteration 57Q: 3 clusters Score -1166357 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8315 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -1166360.125000 Penalty: 2971.309082
	Iteration 58Q: 3 clusters Score -1166360 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8319 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -1166360.250000 Penalty: 2971.309082
	Iteration 59Q: 3 clusters Score -1166360 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8323 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -1166361.625000 Penalty: 2971.309082
	Iteration 60F: 3 clusters Score -1166362 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8326 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -1166363.000000 Penalty: 2971.309082
	Iteration 61Q: 3 clusters Score -1166363 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8329 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -1166362.750000 Penalty: 2971.309082
	Iteration 62Q: 3 clusters Score -1166363 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8331 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -1166364.875000 Penalty: 2971.309082
	Iteration 63Q: 3 clusters Score -1166365 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8336 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -1166364.500000 Penalty: 2971.309082
	Iteration 64Q: 3 clusters Score -1166364 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8339 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -1166367.750000 Penalty: 2971.309082
	Iteration 65Q: 3 clusters Score -1166368 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8342 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -1166368.125000 Penalty: 2971.309082
	Iteration 66Q: 3 clusters Score -1166368 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8343 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -1166367.250000 Penalty: 2971.309082
	Iteration 67Q: 3 clusters Score -1166367 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8344 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -1166369.125000 Penalty: 2971.309082
	Iteration 68Q: 3 clusters Score -1166369 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8344 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -1166369.125000 Penalty: 2971.309082
	Iteration 69F: 3 clusters Score -1166369 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (9163 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9163 members 
Entering Unmasked Estep 
Score: -1077568.125000 Penalty: 1482.475952
	Iteration 0F: 2 clusters Score -1077568 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -1071012.250000 Penalty: 2964.951904
	Iteration 0F: 3 clusters Score -1071012 nChanged 3930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -1073522.750000 Penalty: 2964.951904
	Iteration 1F: 3 clusters Score -1073523 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -1074360.125000 Penalty: 2964.951904
	Iteration 2F: 3 clusters Score -1074360 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -1075238.875000 Penalty: 2964.951904
	Iteration 3F: 3 clusters Score -1075239 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 5088 members 
Entering Unmasked Estep 
Score: -1076011.250000 Penalty: 2964.951904
	Iteration 4F: 3 clusters Score -1076011 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 5450 members 
Entering Unmasked Estep 
Score: -1076647.250000 Penalty: 2964.951904
	Iteration 5F: 3 clusters Score -1076647 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 5826 members 
Entering Unmasked Estep 
Score: -1077406.250000 Penalty: 2964.951904
	Iteration 6F: 3 clusters Score -1077406 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 6101 members 
Entering Unmasked Estep 
Score: -1078101.625000 Penalty: 2964.951904
	Iteration 7F: 3 clusters Score -1078102 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 6296 members 
Entering Unmasked Estep 
Score: -1078662.000000 Penalty: 2964.951904
	Iteration 8F: 3 clusters Score -1078662 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 6444 members 
Entering Unmasked Estep 
Score: -1079073.750000 Penalty: 2964.951904
	Iteration 9Q: 3 clusters Score -1079074 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 6582 members 
Entering Unmasked Estep 
Score: -1079306.625000 Penalty: 2964.951904
	Iteration 10Q: 3 clusters Score -1079307 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 6677 members 
Entering Unmasked Estep 
Score: -1079401.125000 Penalty: 2964.951904
	Iteration 11Q: 3 clusters Score -1079401 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 6736 members 
Entering Unmasked Estep 
Score: -1079451.875000 Penalty: 2964.951904
	Iteration 12Q: 3 clusters Score -1079452 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 6790 members 
Entering Unmasked Estep 
Score: -1079484.375000 Penalty: 2964.951904
	Iteration 13Q: 3 clusters Score -1079484 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 6822 members 
Entering Unmasked Estep 
Score: -1079505.625000 Penalty: 2964.951904
	Iteration 14Q: 3 clusters Score -1079506 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 6850 members 
Entering Unmasked Estep 
Score: -1079519.125000 Penalty: 2964.951904
	Iteration 15Q: 3 clusters Score -1079519 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 6873 members 
Entering Unmasked Estep 
Score: -1079529.000000 Penalty: 2964.951904
	Iteration 16Q: 3 clusters Score -1079529 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 6892 members 
Entering Unmasked Estep 
Score: -1079534.500000 Penalty: 2964.951904
	Iteration 17Q: 3 clusters Score -1079534 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 6907 members 
Entering Unmasked Estep 
Score: -1079546.750000 Penalty: 2964.951904
	Iteration 18Q: 3 clusters Score -1079547 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 6917 members 
Entering Unmasked Estep 
Score: -1079550.000000 Penalty: 2964.951904
	Iteration 19Q: 3 clusters Score -1079550 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 6927 members 
Entering Unmasked Estep 
Score: -1079552.000000 Penalty: 2964.951904
	Iteration 20F: 3 clusters Score -1079552 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 6933 members 
Entering Unmasked Estep 
Score: -1079553.750000 Penalty: 2964.951904
	Iteration 21Q: 3 clusters Score -1079554 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 6938 members 
Entering Unmasked Estep 
Score: -1079554.125000 Penalty: 2964.951904
	Iteration 22Q: 3 clusters Score -1079554 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 6939 members 
Entering Unmasked Estep 
Score: -1079553.375000 Penalty: 2964.951904
	Iteration 23Q: 3 clusters Score -1079553 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 6939 members 
Entering Unmasked Estep 
Score: -1079553.375000 Penalty: 2964.951904
	Iteration 24F: 3 clusters Score -1079553 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 13368 members 
Mstep: Class 2 contains 410 members 
Mstep: Class 3 contains 10395 members 
Mstep: Class 4 contains 5556 members 
Mstep: Class 5 contains 13947 members 
Mstep: Class 6 contains 97466 members 
Mstep: Class 7 contains 2778 members 
Mstep: Class 8 contains 154281 members 
Mstep: Class 9 contains 4445 members 
Mstep: Class 10 contains 2326 members 
Mstep: Class 11 contains 9344 members 
Mstep: Class 12 contains 2224 members 
Mstep: Class 13 contains 84558 members 
Mstep: Class 14 contains 23343 members 
Mstep: Class 15 contains 53098 members 
Mstep: Class 16 contains 47731 members 
Mstep: Class 17 contains 57026 members 
Mstep: Class 18 contains 17727 members 
Mstep: Class 19 contains 76709 members 
Mstep: Class 20 contains 2103 members 
Mstep: Class 21 contains 64203 members 
Mstep: Class 22 contains 2521 members 
Mstep: Class 23 contains 6997 members 
Mstep: Class 24 contains 16831 members 
Mstep: Class 25 contains 569 members 
Mstep: Class 26 contains 27747 members 
Mstep: Class 27 contains 15928 members 
Mstep: Class 28 contains 6939 members 
Entering Unmasked Estep 
Score: -100124464.000000 Penalty: 61961.117188
Splitting cluster 12 changes total score from -100076640.000000 to -100124464.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 13 (84558 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84558 members 
Entering Unmasked Estep 
Score: -10560929.000000 Penalty: 1843.593872
	Iteration 0F: 2 clusters Score -1.056093e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42088 members 
Mstep: Class 2 contains 42470 members 
Entering Unmasked Estep 
Score: -10504391.000000 Penalty: 3687.187744
	Iteration 0F: 3 clusters Score -1.050439e+07 nChanged 40345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39733 members 
Mstep: Class 2 contains 44825 members 
Entering Unmasked Estep 
Score: -10528935.000000 Penalty: 3687.187744
	Iteration 1F: 3 clusters Score -1.052894e+07 nChanged 4292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37567 members 
Mstep: Class 2 contains 46991 members 
Entering Unmasked Estep 
Score: -10531067.000000 Penalty: 3687.187744
	Iteration 2F: 3 clusters Score -1.053107e+07 nChanged 5250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34263 members 
Mstep: Class 2 contains 50295 members 
Entering Unmasked Estep 
Score: -10534199.000000 Penalty: 3687.187744
	Iteration 3F: 3 clusters Score -1.05342e+07 nChanged 6358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29675 members 
Mstep: Class 2 contains 54883 members 
Entering Unmasked Estep 
Score: -10538662.000000 Penalty: 3687.187744
	Iteration 4F: 3 clusters Score -1.053866e+07 nChanged 6888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24207 members 
Mstep: Class 2 contains 60351 members 
Entering Unmasked Estep 
Score: -10544431.000000 Penalty: 3687.187744
	Iteration 5F: 3 clusters Score -1.054443e+07 nChanged 6189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19252 members 
Mstep: Class 2 contains 65306 members 
Entering Unmasked Estep 
Score: -10549636.000000 Penalty: 3687.187744
	Iteration 6F: 3 clusters Score -1.054964e+07 nChanged 4709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15487 members 
Mstep: Class 2 contains 69071 members 
Entering Unmasked Estep 
Score: -10553493.000000 Penalty: 3687.187744
	Iteration 7F: 3 clusters Score -1.055349e+07 nChanged 3237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12890 members 
Mstep: Class 2 contains 71668 members 
Entering Unmasked Estep 
Score: -10555856.000000 Penalty: 3687.187744
	Iteration 8Q: 3 clusters Score -1.055586e+07 nChanged 2263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10983 members 
Mstep: Class 2 contains 73575 members 
Entering Unmasked Estep 
Score: -10557337.000000 Penalty: 3687.187744
	Iteration 9Q: 3 clusters Score -1.055734e+07 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9540 members 
Mstep: Class 2 contains 75018 members 
Entering Unmasked Estep 
Score: -10558262.000000 Penalty: 3687.187744
	Iteration 10Q: 3 clusters Score -1.055826e+07 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8325 members 
Mstep: Class 2 contains 76233 members 
Entering Unmasked Estep 
Score: -10558963.000000 Penalty: 3687.187744
	Iteration 11Q: 3 clusters Score -1.055896e+07 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7353 members 
Mstep: Class 2 contains 77205 members 
Entering Unmasked Estep 
Score: -10559389.000000 Penalty: 3687.187744
	Iteration 12Q: 3 clusters Score -1.055939e+07 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6571 members 
Mstep: Class 2 contains 77987 members 
Entering Unmasked Estep 
Score: -10559733.000000 Penalty: 3687.187744
	Iteration 13Q: 3 clusters Score -1.055973e+07 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5886 members 
Mstep: Class 2 contains 78672 members 
Entering Unmasked Estep 
Score: -10560097.000000 Penalty: 3687.187744
	Iteration 14Q: 3 clusters Score -1.05601e+07 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 79249 members 
Entering Unmasked Estep 
Score: -10560315.000000 Penalty: 3687.187744
	Iteration 15Q: 3 clusters Score -1.056032e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 79707 members 
Entering Unmasked Estep 
Score: -10560484.000000 Penalty: 3687.187744
	Iteration 16Q: 3 clusters Score -1.056048e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 80120 members 
Entering Unmasked Estep 
Score: -10560618.000000 Penalty: 3687.187744
	Iteration 17Q: 3 clusters Score -1.056062e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 80434 members 
Entering Unmasked Estep 
Score: -10560695.000000 Penalty: 3687.187744
	Iteration 18Q: 3 clusters Score -1.05607e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 80713 members 
Entering Unmasked Estep 
Score: -10560858.000000 Penalty: 3687.187744
	Iteration 19Q: 3 clusters Score -1.056086e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 80955 members 
Entering Unmasked Estep 
Score: -10560926.000000 Penalty: 3687.187744
	Iteration 20F: 3 clusters Score -1.056093e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 81164 members 
Entering Unmasked Estep 
Score: -10560984.000000 Penalty: 3687.187744
	Iteration 21Q: 3 clusters Score -1.056098e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 81308 members 
Entering Unmasked Estep 
Score: -10561043.000000 Penalty: 3687.187744
	Iteration 22Q: 3 clusters Score -1.056104e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 81414 members 
Entering Unmasked Estep 
Score: -10561081.000000 Penalty: 3687.187744
	Iteration 23Q: 3 clusters Score -1.056108e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 81518 members 
Entering Unmasked Estep 
Score: -10561100.000000 Penalty: 3687.187744
	Iteration 24Q: 3 clusters Score -1.05611e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 81601 members 
Entering Unmasked Estep 
Score: -10561102.000000 Penalty: 3687.187744
	Iteration 25Q: 3 clusters Score -1.05611e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 81662 members 
Entering Unmasked Estep 
Score: -10561130.000000 Penalty: 3687.187744
	Iteration 26Q: 3 clusters Score -1.056113e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 81725 members 
Entering Unmasked Estep 
Score: -10561138.000000 Penalty: 3687.187744
	Iteration 27Q: 3 clusters Score -1.056114e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 81776 members 
Entering Unmasked Estep 
Score: -10561147.000000 Penalty: 3687.187744
	Iteration 28Q: 3 clusters Score -1.056115e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 81821 members 
Entering Unmasked Estep 
Score: -10561141.000000 Penalty: 3687.187744
	Iteration 29Q: 3 clusters Score -1.056114e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 81857 members 
Entering Unmasked Estep 
Score: -10561152.000000 Penalty: 3687.187744
	Iteration 30Q: 3 clusters Score -1.056115e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 81894 members 
Entering Unmasked Estep 
Score: -10561160.000000 Penalty: 3687.187744
	Iteration 31Q: 3 clusters Score -1.056116e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 81945 members 
Entering Unmasked Estep 
Score: -10561159.000000 Penalty: 3687.187744
	Iteration 32Q: 3 clusters Score -1.056116e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 82009 members 
Entering Unmasked Estep 
Score: -10561205.000000 Penalty: 3687.187744
	Iteration 33Q: 3 clusters Score -1.05612e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 82065 members 
Entering Unmasked Estep 
Score: -10561226.000000 Penalty: 3687.187744
	Iteration 34Q: 3 clusters Score -1.056123e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 82114 members 
Entering Unmasked Estep 
Score: -10561277.000000 Penalty: 3687.187744
	Iteration 35Q: 3 clusters Score -1.056128e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 82158 members 
Entering Unmasked Estep 
Score: -10561272.000000 Penalty: 3687.187744
	Iteration 36Q: 3 clusters Score -1.056127e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 82211 members 
Entering Unmasked Estep 
Score: -10561296.000000 Penalty: 3687.187744
	Iteration 37Q: 3 clusters Score -1.05613e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 82258 members 
Entering Unmasked Estep 
Score: -10561296.000000 Penalty: 3687.187744
	Iteration 38Q: 3 clusters Score -1.05613e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 82302 members 
Entering Unmasked Estep 
Score: -10561301.000000 Penalty: 3687.187744
	Iteration 39Q: 3 clusters Score -1.05613e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 82335 members 
Entering Unmasked Estep 
Score: -10561322.000000 Penalty: 3687.187744
	Iteration 40F: 3 clusters Score -1.056132e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 82363 members 
Entering Unmasked Estep 
Score: -10561333.000000 Penalty: 3687.187744
	Iteration 41Q: 3 clusters Score -1.056133e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 82393 members 
Entering Unmasked Estep 
Score: -10561329.000000 Penalty: 3687.187744
	Iteration 42Q: 3 clusters Score -1.056133e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 82420 members 
Entering Unmasked Estep 
Score: -10561324.000000 Penalty: 3687.187744
	Iteration 43Q: 3 clusters Score -1.056132e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 82457 members 
Entering Unmasked Estep 
Score: -10561342.000000 Penalty: 3687.187744
	Iteration 44Q: 3 clusters Score -1.056134e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 82499 members 
Entering Unmasked Estep 
Score: -10561375.000000 Penalty: 3687.187744
	Iteration 45Q: 3 clusters Score -1.056138e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 82546 members 
Entering Unmasked Estep 
Score: -10561409.000000 Penalty: 3687.187744
	Iteration 46Q: 3 clusters Score -1.056141e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 82598 members 
Entering Unmasked Estep 
Score: -10561459.000000 Penalty: 3687.187744
	Iteration 47Q: 3 clusters Score -1.056146e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 82654 members 
Entering Unmasked Estep 
Score: -10561487.000000 Penalty: 3687.187744
	Iteration 48Q: 3 clusters Score -1.056149e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 82705 members 
Entering Unmasked Estep 
Score: -10561519.000000 Penalty: 3687.187744
	Iteration 49Q: 3 clusters Score -1.056152e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 82740 members 
Entering Unmasked Estep 
Score: -10561551.000000 Penalty: 3687.187744
	Iteration 50Q: 3 clusters Score -1.056155e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 82766 members 
Entering Unmasked Estep 
Score: -10561588.000000 Penalty: 3687.187744
	Iteration 51Q: 3 clusters Score -1.056159e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 82789 members 
Entering Unmasked Estep 
Score: -10561611.000000 Penalty: 3687.187744
	Iteration 52Q: 3 clusters Score -1.056161e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 82794 members 
Entering Unmasked Estep 
Score: -10561611.000000 Penalty: 3687.187744
	Iteration 53Q: 3 clusters Score -1.056161e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 82789 members 
Entering Unmasked Estep 
Score: -10561624.000000 Penalty: 3687.187744
	Iteration 54Q: 3 clusters Score -1.056162e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 82790 members 
Entering Unmasked Estep 
Score: -10561621.000000 Penalty: 3687.187744
	Iteration 55Q: 3 clusters Score -1.056162e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 82790 members 
Entering Unmasked Estep 
Score: -10561611.000000 Penalty: 3687.187744
	Iteration 56Q: 3 clusters Score -1.056161e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 82793 members 
Entering Unmasked Estep 
Score: -10561639.000000 Penalty: 3687.187744
	Iteration 57Q: 3 clusters Score -1.056164e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 82799 members 
Entering Unmasked Estep 
Score: -10561642.000000 Penalty: 3687.187744
	Iteration 58Q: 3 clusters Score -1.056164e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 82810 members 
Entering Unmasked Estep 
Score: -10561668.000000 Penalty: 3687.187744
	Iteration 59Q: 3 clusters Score -1.056167e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 82811 members 
Entering Unmasked Estep 
Score: -10561665.000000 Penalty: 3687.187744
	Iteration 60F: 3 clusters Score -1.056166e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 82812 members 
Entering Unmasked Estep 
Score: -10561664.000000 Penalty: 3687.187744
	Iteration 61Q: 3 clusters Score -1.056166e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 82814 members 
Entering Unmasked Estep 
Score: -10561658.000000 Penalty: 3687.187744
	Iteration 62Q: 3 clusters Score -1.056166e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 82813 members 
Entering Unmasked Estep 
Score: -10561665.000000 Penalty: 3687.187744
	Iteration 63Q: 3 clusters Score -1.056166e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 82813 members 
Entering Unmasked Estep 
Score: -10561669.000000 Penalty: 3687.187744
	Iteration 64Q: 3 clusters Score -1.056167e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 82811 members 
Entering Unmasked Estep 
Score: -10561676.000000 Penalty: 3687.187744
	Iteration 65Q: 3 clusters Score -1.056168e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 82813 members 
Entering Unmasked Estep 
Score: -10561666.000000 Penalty: 3687.187744
	Iteration 66Q: 3 clusters Score -1.056167e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 82812 members 
Entering Unmasked Estep 
Score: -10561672.000000 Penalty: 3687.187744
	Iteration 67Q: 3 clusters Score -1.056167e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 82810 members 
Entering Unmasked Estep 
Score: -10561667.000000 Penalty: 3687.187744
	Iteration 68Q: 3 clusters Score -1.056167e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 82810 members 
Entering Unmasked Estep 
Score: -10561672.000000 Penalty: 3687.187744
	Iteration 69Q: 3 clusters Score -1.056167e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 82812 members 
Entering Unmasked Estep 
Score: -10561675.000000 Penalty: 3687.187744
	Iteration 70Q: 3 clusters Score -1.056168e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 82814 members 
Entering Unmasked Estep 
Score: -10561673.000000 Penalty: 3687.187744
	Iteration 71Q: 3 clusters Score -1.056167e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 82814 members 
Entering Unmasked Estep 
Score: -10561668.000000 Penalty: 3687.187744
	Iteration 72Q: 3 clusters Score -1.056167e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 82816 members 
Entering Unmasked Estep 
Score: -10561669.000000 Penalty: 3687.187744
	Iteration 73Q: 3 clusters Score -1.056167e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 82816 members 
Entering Unmasked Estep 
Score: -10561669.000000 Penalty: 3687.187744
	Iteration 74F: 3 clusters Score -1.056167e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 13368 members 
Mstep: Class 2 contains 410 members 
Mstep: Class 3 contains 10395 members 
Mstep: Class 4 contains 5556 members 
Mstep: Class 5 contains 13947 members 
Mstep: Class 6 contains 97466 members 
Mstep: Class 7 contains 2778 members 
Mstep: Class 8 contains 154281 members 
Mstep: Class 9 contains 4445 members 
Mstep: Class 10 contains 2326 members 
Mstep: Class 11 contains 9344 members 
Mstep: Class 12 contains 2224 members 
Mstep: Class 13 contains 1742 members 
Mstep: Class 14 contains 23343 members 
Mstep: Class 15 contains 53098 members 
Mstep: Class 16 contains 47731 members 
Mstep: Class 17 contains 57026 members 
Mstep: Class 18 contains 17727 members 
Mstep: Class 19 contains 76709 members 
Mstep: Class 20 contains 2103 members 
Mstep: Class 21 contains 64203 members 
Mstep: Class 22 contains 2521 members 
Mstep: Class 23 contains 6997 members 
Mstep: Class 24 contains 16831 members 
Mstep: Class 25 contains 569 members 
Mstep: Class 26 contains 27747 members 
Mstep: Class 27 contains 15928 members 
Mstep: Class 28 contains 6939 members 
Mstep: Class 29 contains 82816 members 
Entering Unmasked Estep 
Score: -100124632.000000 Penalty: 64174.015625
Splitting cluster 13 changes total score from -100076640.000000 to -100124632.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 14 (23343 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23343 members 
Entering Unmasked Estep 
Score: -2577771.500000 Penalty: 1634.433472
	Iteration 0F: 2 clusters Score -2577772 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11668 members 
Mstep: Class 2 contains 11675 members 
Entering Unmasked Estep 
Score: -2562099.000000 Penalty: 3268.866943
	Iteration 0F: 3 clusters Score -2562099 nChanged 10659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10801 members 
Mstep: Class 2 contains 12542 members 
Entering Unmasked Estep 
Score: -2570297.500000 Penalty: 3268.866943
	Iteration 1F: 3 clusters Score -2570298 nChanged 2871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9600 members 
Mstep: Class 2 contains 13743 members 
Entering Unmasked Estep 
Score: -2574200.750000 Penalty: 3268.866943
	Iteration 2F: 3 clusters Score -2574201 nChanged 2803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8425 members 
Mstep: Class 2 contains 14918 members 
Entering Unmasked Estep 
Score: -2577762.250000 Penalty: 3268.866943
	Iteration 3F: 3 clusters Score -2577762 nChanged 2140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7551 members 
Mstep: Class 2 contains 15792 members 
Entering Unmasked Estep 
Score: -2579924.750000 Penalty: 3268.866943
	Iteration 4F: 3 clusters Score -2579925 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6889 members 
Mstep: Class 2 contains 16454 members 
Entering Unmasked Estep 
Score: -2580968.250000 Penalty: 3268.866943
	Iteration 5F: 3 clusters Score -2580968 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6350 members 
Mstep: Class 2 contains 16993 members 
Entering Unmasked Estep 
Score: -2581674.250000 Penalty: 3268.866943
	Iteration 6Q: 3 clusters Score -2581674 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5940 members 
Mstep: Class 2 contains 17403 members 
Entering Unmasked Estep 
Score: -2582165.750000 Penalty: 3268.866943
	Iteration 7Q: 3 clusters Score -2582166 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5642 members 
Mstep: Class 2 contains 17701 members 
Entering Unmasked Estep 
Score: -2582439.000000 Penalty: 3268.866943
	Iteration 8Q: 3 clusters Score -2582439 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5414 members 
Mstep: Class 2 contains 17929 members 
Entering Unmasked Estep 
Score: -2582575.750000 Penalty: 3268.866943
	Iteration 9Q: 3 clusters Score -2582576 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5270 members 
Mstep: Class 2 contains 18073 members 
Entering Unmasked Estep 
Score: -2582643.500000 Penalty: 3268.866943
	Iteration 10Q: 3 clusters Score -2582644 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 18162 members 
Entering Unmasked Estep 
Score: -2582668.250000 Penalty: 3268.866943
	Iteration 11Q: 3 clusters Score -2582668 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 18224 members 
Entering Unmasked Estep 
Score: -2582686.500000 Penalty: 3268.866943
	Iteration 12Q: 3 clusters Score -2582686 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 18282 members 
Entering Unmasked Estep 
Score: -2582709.000000 Penalty: 3268.866943
	Iteration 13Q: 3 clusters Score -2582709 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Mstep: Class 2 contains 18345 members 
Entering Unmasked Estep 
Score: -2582718.500000 Penalty: 3268.866943
	Iteration 14Q: 3 clusters Score -2582718 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 18394 members 
Entering Unmasked Estep 
Score: -2582719.500000 Penalty: 3268.866943
	Iteration 15Q: 3 clusters Score -2582720 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4913 members 
Mstep: Class 2 contains 18430 members 
Entering Unmasked Estep 
Score: -2582726.250000 Penalty: 3268.866943
	Iteration 16Q: 3 clusters Score -2582726 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 18454 members 
Entering Unmasked Estep 
Score: -2582730.250000 Penalty: 3268.866943
	Iteration 17Q: 3 clusters Score -2582730 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 18473 members 
Entering Unmasked Estep 
Score: -2582729.000000 Penalty: 3268.866943
	Iteration 18Q: 3 clusters Score -2582729 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 18488 members 
Entering Unmasked Estep 
Score: -2582733.500000 Penalty: 3268.866943
	Iteration 19Q: 3 clusters Score -2582734 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 18505 members 
Entering Unmasked Estep 
Score: -2582734.750000 Penalty: 3268.866943
	Iteration 20F: 3 clusters Score -2582735 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 18518 members 
Entering Unmasked Estep 
Score: -2582736.000000 Penalty: 3268.866943
	Iteration 21Q: 3 clusters Score -2582736 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 18527 members 
Entering Unmasked Estep 
Score: -2582734.500000 Penalty: 3268.866943
	Iteration 22Q: 3 clusters Score -2582734 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 18535 members 
Entering Unmasked Estep 
Score: -2582733.250000 Penalty: 3268.866943
	Iteration 23Q: 3 clusters Score -2582733 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 18545 members 
Entering Unmasked Estep 
Score: -2582737.000000 Penalty: 3268.866943
	Iteration 24Q: 3 clusters Score -2582737 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 18551 members 
Entering Unmasked Estep 
Score: -2582736.250000 Penalty: 3268.866943
	Iteration 25Q: 3 clusters Score -2582736 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 18559 members 
Entering Unmasked Estep 
Score: -2582740.500000 Penalty: 3268.866943
	Iteration 26Q: 3 clusters Score -2582740 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 18561 members 
Entering Unmasked Estep 
Score: -2582740.250000 Penalty: 3268.866943
	Iteration 27Q: 3 clusters Score -2582740 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 18565 members 
Entering Unmasked Estep 
Score: -2582743.500000 Penalty: 3268.866943
	Iteration 28Q: 3 clusters Score -2582744 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 18571 members 
Entering Unmasked Estep 
Score: -2582745.000000 Penalty: 3268.866943
	Iteration 29Q: 3 clusters Score -2582745 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 18579 members 
Entering Unmasked Estep 
Score: -2582744.750000 Penalty: 3268.866943
	Iteration 30Q: 3 clusters Score -2582745 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 18589 members 
Entering Unmasked Estep 
Score: -2582743.250000 Penalty: 3268.866943
	Iteration 31Q: 3 clusters Score -2582743 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 18596 members 
Entering Unmasked Estep 
Score: -2582744.750000 Penalty: 3268.866943
	Iteration 32Q: 3 clusters Score -2582745 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 18603 members 
Entering Unmasked Estep 
Score: -2582746.750000 Penalty: 3268.866943
	Iteration 33Q: 3 clusters Score -2582747 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 18607 members 
Entering Unmasked Estep 
Score: -2582751.500000 Penalty: 3268.866943
	Iteration 34Q: 3 clusters Score -2582752 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 18614 members 
Entering Unmasked Estep 
Score: -2582754.500000 Penalty: 3268.866943
	Iteration 35Q: 3 clusters Score -2582754 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 18622 members 
Entering Unmasked Estep 
Score: -2582753.000000 Penalty: 3268.866943
	Iteration 36Q: 3 clusters Score -2582753 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 18630 members 
Entering Unmasked Estep 
Score: -2582752.250000 Penalty: 3268.866943
	Iteration 37Q: 3 clusters Score -2582752 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 18633 members 
Entering Unmasked Estep 
Score: -2582754.000000 Penalty: 3268.866943
	Iteration 38Q: 3 clusters Score -2582754 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 18639 members 
Entering Unmasked Estep 
Score: -2582751.500000 Penalty: 3268.866943
	Iteration 39Q: 3 clusters Score -2582752 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 18645 members 
Entering Unmasked Estep 
Score: -2582749.500000 Penalty: 3268.866943
	Iteration 40F: 3 clusters Score -2582750 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 18648 members 
Entering Unmasked Estep 
Score: -2582748.000000 Penalty: 3268.866943
	Iteration 41Q: 3 clusters Score -2582748 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 18655 members 
Entering Unmasked Estep 
Score: -2582752.250000 Penalty: 3268.866943
	Iteration 42Q: 3 clusters Score -2582752 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 18665 members 
Entering Unmasked Estep 
Score: -2582749.750000 Penalty: 3268.866943
	Iteration 43Q: 3 clusters Score -2582750 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 18669 members 
Entering Unmasked Estep 
Score: -2582749.250000 Penalty: 3268.866943
	Iteration 44Q: 3 clusters Score -2582749 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 18674 members 
Entering Unmasked Estep 
Score: -2582748.500000 Penalty: 3268.866943
	Iteration 45Q: 3 clusters Score -2582748 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 18676 members 
Entering Unmasked Estep 
Score: -2582750.750000 Penalty: 3268.866943
	Iteration 46Q: 3 clusters Score -2582751 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 18679 members 
Entering Unmasked Estep 
Score: -2582753.500000 Penalty: 3268.866943
	Iteration 47Q: 3 clusters Score -2582754 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 18681 members 
Entering Unmasked Estep 
Score: -2582751.750000 Penalty: 3268.866943
	Iteration 48Q: 3 clusters Score -2582752 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 18684 members 
Entering Unmasked Estep 
Score: -2582749.000000 Penalty: 3268.866943
	Iteration 49Q: 3 clusters Score -2582749 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 18689 members 
Entering Unmasked Estep 
Score: -2582755.000000 Penalty: 3268.866943
	Iteration 50Q: 3 clusters Score -2582755 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 18693 members 
Entering Unmasked Estep 
Score: -2582752.250000 Penalty: 3268.866943
	Iteration 51Q: 3 clusters Score -2582752 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 18695 members 
Entering Unmasked Estep 
Score: -2582753.000000 Penalty: 3268.866943
	Iteration 52Q: 3 clusters Score -2582753 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 18697 members 
Entering Unmasked Estep 
Score: -2582751.500000 Penalty: 3268.866943
	Iteration 53Q: 3 clusters Score -2582752 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 18697 members 
Entering Unmasked Estep 
Score: -2582751.500000 Penalty: 3268.866943
	Iteration 54F: 3 clusters Score -2582752 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 13368 members 
Mstep: Class 2 contains 410 members 
Mstep: Class 3 contains 10395 members 
Mstep: Class 4 contains 5556 members 
Mstep: Class 5 contains 13947 members 
Mstep: Class 6 contains 97466 members 
Mstep: Class 7 contains 2778 members 
Mstep: Class 8 contains 154281 members 
Mstep: Class 9 contains 4445 members 
Mstep: Class 10 contains 2326 members 
Mstep: Class 11 contains 9344 members 
Mstep: Class 12 contains 2224 members 
Mstep: Class 13 contains 1742 members 
Mstep: Class 14 contains 4646 members 
Mstep: Class 15 contains 53098 members 
Mstep: Class 16 contains 47731 members 
Mstep: Class 17 contains 57026 members 
Mstep: Class 18 contains 17727 members 
Mstep: Class 19 contains 76709 members 
Mstep: Class 20 contains 2103 members 
Mstep: Class 21 contains 64203 members 
Mstep: Class 22 contains 2521 members 
Mstep: Class 23 contains 6997 members 
Mstep: Class 24 contains 16831 members 
Mstep: Class 25 contains 569 members 
Mstep: Class 26 contains 27747 members 
Mstep: Class 27 contains 15928 members 
Mstep: Class 28 contains 6939 members 
Mstep: Class 29 contains 82816 members 
Mstep: Class 30 contains 18697 members 
Entering Unmasked Estep 
Score: -100127784.000000 Penalty: 66386.914062
Splitting cluster 14 changes total score from -100076640.000000 to -100127784.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 15 (53098 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53098 members 
Entering Unmasked Estep 
Score: -6684167.500000 Penalty: 1767.982788
	Iteration 0F: 2 clusters Score -6684168 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26594 members 
Mstep: Class 2 contains 26504 members 
Entering Unmasked Estep 
Score: -6648592.000000 Penalty: 3535.965576
	Iteration 0F: 3 clusters Score -6648592 nChanged 24867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26891 members 
Mstep: Class 2 contains 26207 members 
Entering Unmasked Estep 
Score: -6663232.000000 Penalty: 3535.965576
	Iteration 1F: 3 clusters Score -6663232 nChanged 2411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26862 members 
Mstep: Class 2 contains 26236 members 
Entering Unmasked Estep 
Score: -6664302.500000 Penalty: 3535.965576
	Iteration 2Q: 3 clusters Score -6664302 nChanged 2770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26752 members 
Mstep: Class 2 contains 26346 members 
Entering Unmasked Estep 
Score: -6666080.500000 Penalty: 3535.965576
	Iteration 3F: 3 clusters Score -6666080 nChanged 3202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26638 members 
Mstep: Class 2 contains 26460 members 
Entering Unmasked Estep 
Score: -6668695.000000 Penalty: 3535.965576
	Iteration 4F: 3 clusters Score -6668695 nChanged 3503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27185 members 
Mstep: Class 2 contains 25913 members 
Entering Unmasked Estep 
Score: -6671173.000000 Penalty: 3535.965576
	Iteration 5F: 3 clusters Score -6671173 nChanged 3503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28440 members 
Mstep: Class 2 contains 24658 members 
Entering Unmasked Estep 
Score: -6673310.500000 Penalty: 3535.965576
	Iteration 6F: 3 clusters Score -6673310 nChanged 3452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30266 members 
Mstep: Class 2 contains 22832 members 
Entering Unmasked Estep 
Score: -6675436.000000 Penalty: 3535.965576
	Iteration 7F: 3 clusters Score -6675436 nChanged 3345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32425 members 
Mstep: Class 2 contains 20673 members 
Entering Unmasked Estep 
Score: -6677785.000000 Penalty: 3535.965576
	Iteration 8F: 3 clusters Score -6677785 nChanged 3174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34591 members 
Mstep: Class 2 contains 18507 members 
Entering Unmasked Estep 
Score: -6680233.000000 Penalty: 3535.965576
	Iteration 9F: 3 clusters Score -6680233 nChanged 2712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36551 members 
Mstep: Class 2 contains 16547 members 
Entering Unmasked Estep 
Score: -6682620.500000 Penalty: 3535.965576
	Iteration 10F: 3 clusters Score -6682620 nChanged 2079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38164 members 
Mstep: Class 2 contains 14934 members 
Entering Unmasked Estep 
Score: -6684850.500000 Penalty: 3535.965576
	Iteration 11Q: 3 clusters Score -6684850 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39284 members 
Mstep: Class 2 contains 13814 members 
Entering Unmasked Estep 
Score: -6686397.500000 Penalty: 3535.965576
	Iteration 12Q: 3 clusters Score -6686398 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39995 members 
Mstep: Class 2 contains 13103 members 
Entering Unmasked Estep 
Score: -6687211.000000 Penalty: 3535.965576
	Iteration 13Q: 3 clusters Score -6687211 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40483 members 
Mstep: Class 2 contains 12615 members 
Entering Unmasked Estep 
Score: -6687660.000000 Penalty: 3535.965576
	Iteration 14Q: 3 clusters Score -6687660 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40876 members 
Mstep: Class 2 contains 12222 members 
Entering Unmasked Estep 
Score: -6687947.500000 Penalty: 3535.965576
	Iteration 15Q: 3 clusters Score -6687948 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41230 members 
Mstep: Class 2 contains 11868 members 
Entering Unmasked Estep 
Score: -6688106.500000 Penalty: 3535.965576
	Iteration 16Q: 3 clusters Score -6688106 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41571 members 
Mstep: Class 2 contains 11527 members 
Entering Unmasked Estep 
Score: -6688245.000000 Penalty: 3535.965576
	Iteration 17Q: 3 clusters Score -6688245 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41899 members 
Mstep: Class 2 contains 11199 members 
Entering Unmasked Estep 
Score: -6688402.000000 Penalty: 3535.965576
	Iteration 18Q: 3 clusters Score -6688402 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42204 members 
Mstep: Class 2 contains 10894 members 
Entering Unmasked Estep 
Score: -6688477.500000 Penalty: 3535.965576
	Iteration 19Q: 3 clusters Score -6688478 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42487 members 
Mstep: Class 2 contains 10611 members 
Entering Unmasked Estep 
Score: -6688562.000000 Penalty: 3535.965576
	Iteration 20F: 3 clusters Score -6688562 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42747 members 
Mstep: Class 2 contains 10351 members 
Entering Unmasked Estep 
Score: -6688632.500000 Penalty: 3535.965576
	Iteration 21Q: 3 clusters Score -6688632 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42999 members 
Mstep: Class 2 contains 10099 members 
Entering Unmasked Estep 
Score: -6688699.000000 Penalty: 3535.965576
	Iteration 22Q: 3 clusters Score -6688699 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43247 members 
Mstep: Class 2 contains 9851 members 
Entering Unmasked Estep 
Score: -6688807.500000 Penalty: 3535.965576
	Iteration 23Q: 3 clusters Score -6688808 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43495 members 
Mstep: Class 2 contains 9603 members 
Entering Unmasked Estep 
Score: -6688838.000000 Penalty: 3535.965576
	Iteration 24Q: 3 clusters Score -6688838 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43695 members 
Mstep: Class 2 contains 9403 members 
Entering Unmasked Estep 
Score: -6688887.000000 Penalty: 3535.965576
	Iteration 25Q: 3 clusters Score -6688887 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43860 members 
Mstep: Class 2 contains 9238 members 
Entering Unmasked Estep 
Score: -6688926.500000 Penalty: 3535.965576
	Iteration 26Q: 3 clusters Score -6688926 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44020 members 
Mstep: Class 2 contains 9078 members 
Entering Unmasked Estep 
Score: -6688934.500000 Penalty: 3535.965576
	Iteration 27Q: 3 clusters Score -6688934 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44165 members 
Mstep: Class 2 contains 8933 members 
Entering Unmasked Estep 
Score: -6688972.000000 Penalty: 3535.965576
	Iteration 28Q: 3 clusters Score -6688972 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44281 members 
Mstep: Class 2 contains 8817 members 
Entering Unmasked Estep 
Score: -6688965.500000 Penalty: 3535.965576
	Iteration 29Q: 3 clusters Score -6688966 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44389 members 
Mstep: Class 2 contains 8709 members 
Entering Unmasked Estep 
Score: -6688993.000000 Penalty: 3535.965576
	Iteration 30Q: 3 clusters Score -6688993 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44490 members 
Mstep: Class 2 contains 8608 members 
Entering Unmasked Estep 
Score: -6689006.000000 Penalty: 3535.965576
	Iteration 31Q: 3 clusters Score -6689006 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44576 members 
Mstep: Class 2 contains 8522 members 
Entering Unmasked Estep 
Score: -6689006.000000 Penalty: 3535.965576
	Iteration 32Q: 3 clusters Score -6689006 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44651 members 
Mstep: Class 2 contains 8447 members 
Entering Unmasked Estep 
Score: -6689025.500000 Penalty: 3535.965576
	Iteration 33Q: 3 clusters Score -6689026 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44710 members 
Mstep: Class 2 contains 8388 members 
Entering Unmasked Estep 
Score: -6689027.000000 Penalty: 3535.965576
	Iteration 34Q: 3 clusters Score -6689027 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44778 members 
Mstep: Class 2 contains 8320 members 
Entering Unmasked Estep 
Score: -6689047.500000 Penalty: 3535.965576
	Iteration 35Q: 3 clusters Score -6689048 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44828 members 
Mstep: Class 2 contains 8270 members 
Entering Unmasked Estep 
Score: -6689049.500000 Penalty: 3535.965576
	Iteration 36Q: 3 clusters Score -6689050 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44863 members 
Mstep: Class 2 contains 8235 members 
Entering Unmasked Estep 
Score: -6689059.000000 Penalty: 3535.965576
	Iteration 37Q: 3 clusters Score -6689059 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44897 members 
Mstep: Class 2 contains 8201 members 
Entering Unmasked Estep 
Score: -6689069.000000 Penalty: 3535.965576
	Iteration 38Q: 3 clusters Score -6689069 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44928 members 
Mstep: Class 2 contains 8170 members 
Entering Unmasked Estep 
Score: -6689071.500000 Penalty: 3535.965576
	Iteration 39Q: 3 clusters Score -6689072 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44962 members 
Mstep: Class 2 contains 8136 members 
Entering Unmasked Estep 
Score: -6689068.000000 Penalty: 3535.965576
	Iteration 40F: 3 clusters Score -6689068 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44989 members 
Mstep: Class 2 contains 8109 members 
Entering Unmasked Estep 
Score: -6689069.000000 Penalty: 3535.965576
	Iteration 41Q: 3 clusters Score -6689069 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45011 members 
Mstep: Class 2 contains 8087 members 
Entering Unmasked Estep 
Score: -6689065.000000 Penalty: 3535.965576
	Iteration 42Q: 3 clusters Score -6689065 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45035 members 
Mstep: Class 2 contains 8063 members 
Entering Unmasked Estep 
Score: -6689059.000000 Penalty: 3535.965576
	Iteration 43Q: 3 clusters Score -6689059 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45064 members 
Mstep: Class 2 contains 8034 members 
Entering Unmasked Estep 
Score: -6689071.000000 Penalty: 3535.965576
	Iteration 44Q: 3 clusters Score -6689071 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45095 members 
Mstep: Class 2 contains 8003 members 
Entering Unmasked Estep 
Score: -6689064.000000 Penalty: 3535.965576
	Iteration 45Q: 3 clusters Score -6689064 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45116 members 
Mstep: Class 2 contains 7982 members 
Entering Unmasked Estep 
Score: -6689076.500000 Penalty: 3535.965576
	Iteration 46Q: 3 clusters Score -6689076 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45126 members 
Mstep: Class 2 contains 7972 members 
Entering Unmasked Estep 
Score: -6689083.500000 Penalty: 3535.965576
	Iteration 47Q: 3 clusters Score -6689084 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45135 members 
Mstep: Class 2 contains 7963 members 
Entering Unmasked Estep 
Score: -6689090.500000 Penalty: 3535.965576
	Iteration 48Q: 3 clusters Score -6689090 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45147 members 
Mstep: Class 2 contains 7951 members 
Entering Unmasked Estep 
Score: -6689083.000000 Penalty: 3535.965576
	Iteration 49Q: 3 clusters Score -6689083 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45157 members 
Mstep: Class 2 contains 7941 members 
Entering Unmasked Estep 
Score: -6689087.500000 Penalty: 3535.965576
	Iteration 50Q: 3 clusters Score -6689088 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45163 members 
Mstep: Class 2 contains 7935 members 
Entering Unmasked Estep 
Score: -6689079.500000 Penalty: 3535.965576
	Iteration 51Q: 3 clusters Score -6689080 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45165 members 
Mstep: Class 2 contains 7933 members 
Entering Unmasked Estep 
Score: -6689076.500000 Penalty: 3535.965576
	Iteration 52Q: 3 clusters Score -6689076 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45165 members 
Mstep: Class 2 contains 7933 members 
Entering Unmasked Estep 
Score: -6689076.500000 Penalty: 3535.965576
	Iteration 53F: 3 clusters Score -6689076 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 13368 members 
Mstep: Class 2 contains 410 members 
Mstep: Class 3 contains 10395 members 
Mstep: Class 4 contains 5556 members 
Mstep: Class 5 contains 13947 members 
Mstep: Class 6 contains 97466 members 
Mstep: Class 7 contains 2778 members 
Mstep: Class 8 contains 154281 members 
Mstep: Class 9 contains 4445 members 
Mstep: Class 10 contains 2326 members 
Mstep: Class 11 contains 9344 members 
Mstep: Class 12 contains 2224 members 
Mstep: Class 13 contains 1742 members 
Mstep: Class 14 contains 4646 members 
Mstep: Class 15 contains 45165 members 
Mstep: Class 16 contains 47731 members 
Mstep: Class 17 contains 57026 members 
Mstep: Class 18 contains 17727 members 
Mstep: Class 19 contains 76709 members 
Mstep: Class 20 contains 2103 members 
Mstep: Class 21 contains 64203 members 
Mstep: Class 22 contains 2521 members 
Mstep: Class 23 contains 6997 members 
Mstep: Class 24 contains 16831 members 
Mstep: Class 25 contains 569 members 
Mstep: Class 26 contains 27747 members 
Mstep: Class 27 contains 15928 members 
Mstep: Class 28 contains 6939 members 
Mstep: Class 29 contains 82816 members 
Mstep: Class 30 contains 18697 members 
Mstep: Class 31 contains 7933 members 
Entering Unmasked Estep 
Score: -100132680.000000 Penalty: 68599.812500
Splitting cluster 15 changes total score from -100076640.000000 to -100132680.000000
So it's getting split into cluster 31.
Entering ConstructFrom: 
Trying to split cluster 16 (47731 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47731 members 
Entering Unmasked Estep 
Score: -5867739.000000 Penalty: 1750.667114
	Iteration 0F: 2 clusters Score -5867739 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23818 members 
Mstep: Class 2 contains 23913 members 
Entering Unmasked Estep 
Score: -5835876.000000 Penalty: 3501.334229
	Iteration 0F: 3 clusters Score -5835876 nChanged 22406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24272 members 
Mstep: Class 2 contains 23459 members 
Entering Unmasked Estep 
Score: -5853276.000000 Penalty: 3501.334229
	Iteration 1F: 3 clusters Score -5853276 nChanged 5188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26442 members 
Mstep: Class 2 contains 21289 members 
Entering Unmasked Estep 
Score: -5861684.500000 Penalty: 3501.334229
	Iteration 2F: 3 clusters Score -5861684 nChanged 6570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29842 members 
Mstep: Class 2 contains 17889 members 
Entering Unmasked Estep 
Score: -5869753.500000 Penalty: 3501.334229
	Iteration 3F: 3 clusters Score -5869754 nChanged 4814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32184 members 
Mstep: Class 2 contains 15547 members 
Entering Unmasked Estep 
Score: -5874811.500000 Penalty: 3501.334229
	Iteration 4F: 3 clusters Score -5874812 nChanged 3009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33411 members 
Mstep: Class 2 contains 14320 members 
Entering Unmasked Estep 
Score: -5877795.000000 Penalty: 3501.334229
	Iteration 5F: 3 clusters Score -5877795 nChanged 1897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34254 members 
Mstep: Class 2 contains 13477 members 
Entering Unmasked Estep 
Score: -5880054.000000 Penalty: 3501.334229
	Iteration 6Q: 3 clusters Score -5880054 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34822 members 
Mstep: Class 2 contains 12909 members 
Entering Unmasked Estep 
Score: -5881284.500000 Penalty: 3501.334229
	Iteration 7Q: 3 clusters Score -5881284 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35134 members 
Mstep: Class 2 contains 12597 members 
Entering Unmasked Estep 
Score: -5881713.500000 Penalty: 3501.334229
	Iteration 8Q: 3 clusters Score -5881714 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35363 members 
Mstep: Class 2 contains 12368 members 
Entering Unmasked Estep 
Score: -5881855.000000 Penalty: 3501.334229
	Iteration 9Q: 3 clusters Score -5881855 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35501 members 
Mstep: Class 2 contains 12230 members 
Entering Unmasked Estep 
Score: -5881900.500000 Penalty: 3501.334229
	Iteration 10Q: 3 clusters Score -5881900 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35596 members 
Mstep: Class 2 contains 12135 members 
Entering Unmasked Estep 
Score: -5881907.500000 Penalty: 3501.334229
	Iteration 11Q: 3 clusters Score -5881908 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35669 members 
Mstep: Class 2 contains 12062 members 
Entering Unmasked Estep 
Score: -5881918.500000 Penalty: 3501.334229
	Iteration 12Q: 3 clusters Score -5881918 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35726 members 
Mstep: Class 2 contains 12005 members 
Entering Unmasked Estep 
Score: -5881913.500000 Penalty: 3501.334229
	Iteration 13Q: 3 clusters Score -5881914 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35760 members 
Mstep: Class 2 contains 11971 members 
Entering Unmasked Estep 
Score: -5881921.500000 Penalty: 3501.334229
	Iteration 14Q: 3 clusters Score -5881922 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35790 members 
Mstep: Class 2 contains 11941 members 
Entering Unmasked Estep 
Score: -5881926.500000 Penalty: 3501.334229
	Iteration 15Q: 3 clusters Score -5881926 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35817 members 
Mstep: Class 2 contains 11914 members 
Entering Unmasked Estep 
Score: -5881935.000000 Penalty: 3501.334229
	Iteration 16Q: 3 clusters Score -5881935 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35835 members 
Mstep: Class 2 contains 11896 members 
Entering Unmasked Estep 
Score: -5881936.500000 Penalty: 3501.334229
	Iteration 17Q: 3 clusters Score -5881936 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35857 members 
Mstep: Class 2 contains 11874 members 
Entering Unmasked Estep 
Score: -5881940.500000 Penalty: 3501.334229
	Iteration 18Q: 3 clusters Score -5881940 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35872 members 
Mstep: Class 2 contains 11859 members 
Entering Unmasked Estep 
Score: -5881937.500000 Penalty: 3501.334229
	Iteration 19Q: 3 clusters Score -5881938 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35880 members 
Mstep: Class 2 contains 11851 members 
Entering Unmasked Estep 
Score: -5881932.500000 Penalty: 3501.334229
	Iteration 20F: 3 clusters Score -5881932 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35884 members 
Mstep: Class 2 contains 11847 members 
Entering Unmasked Estep 
Score: -5881936.000000 Penalty: 3501.334229
	Iteration 21Q: 3 clusters Score -5881936 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35887 members 
Mstep: Class 2 contains 11844 members 
Entering Unmasked Estep 
Score: -5881935.000000 Penalty: 3501.334229
	Iteration 22Q: 3 clusters Score -5881935 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35890 members 
Mstep: Class 2 contains 11841 members 
Entering Unmasked Estep 
Score: -5881938.000000 Penalty: 3501.334229
	Iteration 23Q: 3 clusters Score -5881938 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35894 members 
Mstep: Class 2 contains 11837 members 
Entering Unmasked Estep 
Score: -5881935.000000 Penalty: 3501.334229
	Iteration 24Q: 3 clusters Score -5881935 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35896 members 
Mstep: Class 2 contains 11835 members 
Entering Unmasked Estep 
Score: -5881932.000000 Penalty: 3501.334229
	Iteration 25Q: 3 clusters Score -5881932 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35901 members 
Mstep: Class 2 contains 11830 members 
Entering Unmasked Estep 
Score: -5881939.500000 Penalty: 3501.334229
	Iteration 26Q: 3 clusters Score -5881940 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35902 members 
Mstep: Class 2 contains 11829 members 
Entering Unmasked Estep 
Score: -5881932.500000 Penalty: 3501.334229
	Iteration 27Q: 3 clusters Score -5881932 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35903 members 
Mstep: Class 2 contains 11828 members 
Entering Unmasked Estep 
Score: -5881934.500000 Penalty: 3501.334229
	Iteration 28Q: 3 clusters Score -5881934 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35904 members 
Mstep: Class 2 contains 11827 members 
Entering Unmasked Estep 
Score: -5881933.000000 Penalty: 3501.334229
	Iteration 29Q: 3 clusters Score -5881933 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35905 members 
Mstep: Class 2 contains 11826 members 
Entering Unmasked Estep 
Score: -5881935.500000 Penalty: 3501.334229
	Iteration 30Q: 3 clusters Score -5881936 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35905 members 
Mstep: Class 2 contains 11826 members 
Entering Unmasked Estep 
Score: -5881935.500000 Penalty: 3501.334229
	Iteration 31F: 3 clusters Score -5881936 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 13368 members 
Mstep: Class 2 contains 410 members 
Mstep: Class 3 contains 10395 members 
Mstep: Class 4 contains 5556 members 
Mstep: Class 5 contains 13947 members 
Mstep: Class 6 contains 97466 members 
Mstep: Class 7 contains 2778 members 
Mstep: Class 8 contains 154281 members 
Mstep: Class 9 contains 4445 members 
Mstep: Class 10 contains 2326 members 
Mstep: Class 11 contains 9344 members 
Mstep: Class 12 contains 2224 members 
Mstep: Class 13 contains 1742 members 
Mstep: Class 14 contains 4646 members 
Mstep: Class 15 contains 45165 members 
Mstep: Class 16 contains 35905 members 
Mstep: Class 17 contains 57026 members 
Mstep: Class 18 contains 17727 members 
Mstep: Class 19 contains 76709 members 
Mstep: Class 20 contains 2103 members 
Mstep: Class 21 contains 64203 members 
Mstep: Class 22 contains 2521 members 
Mstep: Class 23 contains 6997 members 
Mstep: Class 24 contains 16831 members 
Mstep: Class 25 contains 569 members 
Mstep: Class 26 contains 27747 members 
Mstep: Class 27 contains 15928 members 
Mstep: Class 28 contains 6939 members 
Mstep: Class 29 contains 82816 members 
Mstep: Class 30 contains 18697 members 
Mstep: Class 31 contains 7933 members 
Mstep: Class 32 contains 11826 members 
Entering Unmasked Estep 
Score: -100147576.000000 Penalty: 70812.710938
Splitting cluster 16 changes total score from -100076640.000000 to -100147576.000000
So it's getting split into cluster 32.
Entering ConstructFrom: 
Trying to split cluster 17 (57026 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57026 members 
Entering Unmasked Estep 
Score: -6749532.000000 Penalty: 1779.580200
	Iteration 0F: 2 clusters Score -6749532 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28503 members 
Mstep: Class 2 contains 28523 members 
Entering Unmasked Estep 
Score: -6711691.000000 Penalty: 3559.160400
	Iteration 0F: 3 clusters Score -6711691 nChanged 26790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28839 members 
Mstep: Class 2 contains 28187 members 
Entering Unmasked Estep 
Score: -6730547.500000 Penalty: 3559.160400
	Iteration 1F: 3 clusters Score -6730548 nChanged 4913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29228 members 
Mstep: Class 2 contains 27798 members 
Entering Unmasked Estep 
Score: -6736656.500000 Penalty: 3559.160400
	Iteration 2F: 3 clusters Score -6736656 nChanged 5652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30328 members 
Mstep: Class 2 contains 26698 members 
Entering Unmasked Estep 
Score: -6743365.000000 Penalty: 3559.160400
	Iteration 3F: 3 clusters Score -6743365 nChanged 5069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32085 members 
Mstep: Class 2 contains 24941 members 
Entering Unmasked Estep 
Score: -6747277.500000 Penalty: 3559.160400
	Iteration 4F: 3 clusters Score -6747278 nChanged 3516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33923 members 
Mstep: Class 2 contains 23103 members 
Entering Unmasked Estep 
Score: -6749444.500000 Penalty: 3559.160400
	Iteration 5F: 3 clusters Score -6749444 nChanged 2577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35762 members 
Mstep: Class 2 contains 21264 members 
Entering Unmasked Estep 
Score: -6750991.500000 Penalty: 3559.160400
	Iteration 6Q: 3 clusters Score -6750992 nChanged 2062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37544 members 
Mstep: Class 2 contains 19482 members 
Entering Unmasked Estep 
Score: -6752291.000000 Penalty: 3559.160400
	Iteration 7Q: 3 clusters Score -6752291 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39245 members 
Mstep: Class 2 contains 17781 members 
Entering Unmasked Estep 
Score: -6753469.500000 Penalty: 3559.160400
	Iteration 8Q: 3 clusters Score -6753470 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40790 members 
Mstep: Class 2 contains 16236 members 
Entering Unmasked Estep 
Score: -6754533.500000 Penalty: 3559.160400
	Iteration 9Q: 3 clusters Score -6754534 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42258 members 
Mstep: Class 2 contains 14768 members 
Entering Unmasked Estep 
Score: -6755450.500000 Penalty: 3559.160400
	Iteration 10Q: 3 clusters Score -6755450 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43580 members 
Mstep: Class 2 contains 13446 members 
Entering Unmasked Estep 
Score: -6756275.500000 Penalty: 3559.160400
	Iteration 11Q: 3 clusters Score -6756276 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44766 members 
Mstep: Class 2 contains 12260 members 
Entering Unmasked Estep 
Score: -6756973.500000 Penalty: 3559.160400
	Iteration 12Q: 3 clusters Score -6756974 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45805 members 
Mstep: Class 2 contains 11221 members 
Entering Unmasked Estep 
Score: -6757555.000000 Penalty: 3559.160400
	Iteration 13Q: 3 clusters Score -6757555 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46708 members 
Mstep: Class 2 contains 10318 members 
Entering Unmasked Estep 
Score: -6757995.500000 Penalty: 3559.160400
	Iteration 14Q: 3 clusters Score -6757996 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47460 members 
Mstep: Class 2 contains 9566 members 
Entering Unmasked Estep 
Score: -6758426.000000 Penalty: 3559.160400
	Iteration 15Q: 3 clusters Score -6758426 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48109 members 
Mstep: Class 2 contains 8917 members 
Entering Unmasked Estep 
Score: -6758740.500000 Penalty: 3559.160400
	Iteration 16Q: 3 clusters Score -6758740 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48620 members 
Mstep: Class 2 contains 8406 members 
Entering Unmasked Estep 
Score: -6758976.500000 Penalty: 3559.160400
	Iteration 17Q: 3 clusters Score -6758976 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49045 members 
Mstep: Class 2 contains 7981 members 
Entering Unmasked Estep 
Score: -6759173.000000 Penalty: 3559.160400
	Iteration 18Q: 3 clusters Score -6759173 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49383 members 
Mstep: Class 2 contains 7643 members 
Entering Unmasked Estep 
Score: -6759329.500000 Penalty: 3559.160400
	Iteration 19Q: 3 clusters Score -6759330 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49647 members 
Mstep: Class 2 contains 7379 members 
Entering Unmasked Estep 
Score: -6759486.500000 Penalty: 3559.160400
	Iteration 20F: 3 clusters Score -6759486 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49895 members 
Mstep: Class 2 contains 7131 members 
Entering Unmasked Estep 
Score: -6759626.500000 Penalty: 3559.160400
	Iteration 21Q: 3 clusters Score -6759626 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50121 members 
Mstep: Class 2 contains 6905 members 
Entering Unmasked Estep 
Score: -6759710.000000 Penalty: 3559.160400
	Iteration 22Q: 3 clusters Score -6759710 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50284 members 
Mstep: Class 2 contains 6742 members 
Entering Unmasked Estep 
Score: -6759736.000000 Penalty: 3559.160400
	Iteration 23Q: 3 clusters Score -6759736 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50417 members 
Mstep: Class 2 contains 6609 members 
Entering Unmasked Estep 
Score: -6759757.500000 Penalty: 3559.160400
	Iteration 24Q: 3 clusters Score -6759758 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50516 members 
Mstep: Class 2 contains 6510 members 
Entering Unmasked Estep 
Score: -6759772.000000 Penalty: 3559.160400
	Iteration 25Q: 3 clusters Score -6759772 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50611 members 
Mstep: Class 2 contains 6415 members 
Entering Unmasked Estep 
Score: -6759797.000000 Penalty: 3559.160400
	Iteration 26Q: 3 clusters Score -6759797 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50676 members 
Mstep: Class 2 contains 6350 members 
Entering Unmasked Estep 
Score: -6759811.000000 Penalty: 3559.160400
	Iteration 27Q: 3 clusters Score -6759811 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50728 members 
Mstep: Class 2 contains 6298 members 
Entering Unmasked Estep 
Score: -6759837.500000 Penalty: 3559.160400
	Iteration 28Q: 3 clusters Score -6759838 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50786 members 
Mstep: Class 2 contains 6240 members 
Entering Unmasked Estep 
Score: -6759833.000000 Penalty: 3559.160400
	Iteration 29Q: 3 clusters Score -6759833 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50850 members 
Mstep: Class 2 contains 6176 members 
Entering Unmasked Estep 
Score: -6759874.000000 Penalty: 3559.160400
	Iteration 30Q: 3 clusters Score -6759874 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50904 members 
Mstep: Class 2 contains 6122 members 
Entering Unmasked Estep 
Score: -6759920.500000 Penalty: 3559.160400
	Iteration 31Q: 3 clusters Score -6759920 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50971 members 
Mstep: Class 2 contains 6055 members 
Entering Unmasked Estep 
Score: -6759952.500000 Penalty: 3559.160400
	Iteration 32Q: 3 clusters Score -6759952 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51048 members 
Mstep: Class 2 contains 5978 members 
Entering Unmasked Estep 
Score: -6760054.000000 Penalty: 3559.160400
	Iteration 33Q: 3 clusters Score -6760054 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51150 members 
Mstep: Class 2 contains 5876 members 
Entering Unmasked Estep 
Score: -6760282.500000 Penalty: 3559.160400
	Iteration 34Q: 3 clusters Score -6760282 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51289 members 
Mstep: Class 2 contains 5737 members 
Entering Unmasked Estep 
Score: -6760734.000000 Penalty: 3559.160400
	Iteration 35Q: 3 clusters Score -6760734 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51444 members 
Mstep: Class 2 contains 5582 members 
Entering Unmasked Estep 
Score: -6761178.000000 Penalty: 3559.160400
	Iteration 36Q: 3 clusters Score -6761178 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51551 members 
Mstep: Class 2 contains 5475 members 
Entering Unmasked Estep 
Score: -6761354.500000 Penalty: 3559.160400
	Iteration 37Q: 3 clusters Score -6761354 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51616 members 
Mstep: Class 2 contains 5410 members 
Entering Unmasked Estep 
Score: -6761425.000000 Penalty: 3559.160400
	Iteration 38Q: 3 clusters Score -6761425 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51673 members 
Mstep: Class 2 contains 5353 members 
Entering Unmasked Estep 
Score: -6761450.000000 Penalty: 3559.160400
	Iteration 39Q: 3 clusters Score -6761450 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51716 members 
Mstep: Class 2 contains 5310 members 
Entering Unmasked Estep 
Score: -6761454.500000 Penalty: 3559.160400
	Iteration 40F: 3 clusters Score -6761454 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51740 members 
Mstep: Class 2 contains 5286 members 
Entering Unmasked Estep 
Score: -6761462.500000 Penalty: 3559.160400
	Iteration 41Q: 3 clusters Score -6761462 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51758 members 
Mstep: Class 2 contains 5268 members 
Entering Unmasked Estep 
Score: -6761477.000000 Penalty: 3559.160400
	Iteration 42Q: 3 clusters Score -6761477 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51772 members 
Mstep: Class 2 contains 5254 members 
Entering Unmasked Estep 
Score: -6761466.000000 Penalty: 3559.160400
	Iteration 43Q: 3 clusters Score -6761466 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51783 members 
Mstep: Class 2 contains 5243 members 
Entering Unmasked Estep 
Score: -6761469.000000 Penalty: 3559.160400
	Iteration 44Q: 3 clusters Score -6761469 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51786 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -6761468.000000 Penalty: 3559.160400
	Iteration 45Q: 3 clusters Score -6761468 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51787 members 
Mstep: Class 2 contains 5239 members 
Entering Unmasked Estep 
Score: -6761467.000000 Penalty: 3559.160400
	Iteration 46Q: 3 clusters Score -6761467 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51787 members 
Mstep: Class 2 contains 5239 members 
Entering Unmasked Estep 
Score: -6761467.000000 Penalty: 3559.160400
	Iteration 47F: 3 clusters Score -6761467 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 13368 members 
Mstep: Class 2 contains 410 members 
Mstep: Class 3 contains 10395 members 
Mstep: Class 4 contains 5556 members 
Mstep: Class 5 contains 13947 members 
Mstep: Class 6 contains 97466 members 
Mstep: Class 7 contains 2778 members 
Mstep: Class 8 contains 154281 members 
Mstep: Class 9 contains 4445 members 
Mstep: Class 10 contains 2326 members 
Mstep: Class 11 contains 9344 members 
Mstep: Class 12 contains 2224 members 
Mstep: Class 13 contains 1742 members 
Mstep: Class 14 contains 4646 members 
Mstep: Class 15 contains 45165 members 
Mstep: Class 16 contains 35905 members 
Mstep: Class 17 contains 51787 members 
Mstep: Class 18 contains 17727 members 
Mstep: Class 19 contains 76709 members 
Mstep: Class 20 contains 2103 members 
Mstep: Class 21 contains 64203 members 
Mstep: Class 22 contains 2521 members 
Mstep: Class 23 contains 6997 members 
Mstep: Class 24 contains 16831 members 
Mstep: Class 25 contains 569 members 
Mstep: Class 26 contains 27747 members 
Mstep: Class 27 contains 15928 members 
Mstep: Class 28 contains 6939 members 
Mstep: Class 29 contains 82816 members 
Mstep: Class 30 contains 18697 members 
Mstep: Class 31 contains 7933 members 
Mstep: Class 32 contains 11826 members 
Mstep: Class 33 contains 5239 members 
Entering Unmasked Estep 
Score: -100158160.000000 Penalty: 73025.601562
Splitting cluster 17 changes total score from -100076640.000000 to -100158160.000000
So it's getting split into cluster 33.
Entering ConstructFrom: 
Trying to split cluster 18 (17727 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17727 members 
Entering Unmasked Estep 
Score: -2231882.000000 Penalty: 1589.712280
	Iteration 0F: 2 clusters Score -2231882 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8828 members 
Mstep: Class 2 contains 8899 members 
Entering Unmasked Estep 
Score: -2219807.250000 Penalty: 3179.424561
	Iteration 0F: 3 clusters Score -2219807 nChanged 8028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8556 members 
Mstep: Class 2 contains 9171 members 
Entering Unmasked Estep 
Score: -2224711.000000 Penalty: 3179.424561
	Iteration 1F: 3 clusters Score -2224711 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8472 members 
Mstep: Class 2 contains 9255 members 
Entering Unmasked Estep 
Score: -2226415.750000 Penalty: 3179.424561
	Iteration 2F: 3 clusters Score -2226416 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8805 members 
Mstep: Class 2 contains 8922 members 
Entering Unmasked Estep 
Score: -2229172.500000 Penalty: 3179.424561
	Iteration 3F: 3 clusters Score -2229172 nChanged 1929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9952 members 
Mstep: Class 2 contains 7775 members 
Entering Unmasked Estep 
Score: -2231636.500000 Penalty: 3179.424561
	Iteration 4F: 3 clusters Score -2231636 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11262 members 
Mstep: Class 2 contains 6465 members 
Entering Unmasked Estep 
Score: -2233463.500000 Penalty: 3179.424561
	Iteration 5F: 3 clusters Score -2233464 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12190 members 
Mstep: Class 2 contains 5537 members 
Entering Unmasked Estep 
Score: -2234739.500000 Penalty: 3179.424561
	Iteration 6F: 3 clusters Score -2234740 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12748 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -2235598.500000 Penalty: 3179.424561
	Iteration 7Q: 3 clusters Score -2235598 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13116 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -2236270.000000 Penalty: 3179.424561
	Iteration 8Q: 3 clusters Score -2236270 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13371 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -2236626.250000 Penalty: 3179.424561
	Iteration 9Q: 3 clusters Score -2236626 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13532 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -2236798.000000 Penalty: 3179.424561
	Iteration 10Q: 3 clusters Score -2236798 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13642 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -2236869.500000 Penalty: 3179.424561
	Iteration 11Q: 3 clusters Score -2236870 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13703 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -2236906.750000 Penalty: 3179.424561
	Iteration 12Q: 3 clusters Score -2236907 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13744 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -2236935.000000 Penalty: 3179.424561
	Iteration 13Q: 3 clusters Score -2236935 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13778 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -2236950.250000 Penalty: 3179.424561
	Iteration 14Q: 3 clusters Score -2236950 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13797 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -2236954.500000 Penalty: 3179.424561
	Iteration 15Q: 3 clusters Score -2236954 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13807 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -2236956.750000 Penalty: 3179.424561
	Iteration 16Q: 3 clusters Score -2236957 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13811 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -2236958.250000 Penalty: 3179.424561
	Iteration 17Q: 3 clusters Score -2236958 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13813 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -2236955.750000 Penalty: 3179.424561
	Iteration 18Q: 3 clusters Score -2236956 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13814 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -2236956.000000 Penalty: 3179.424561
	Iteration 19Q: 3 clusters Score -2236956 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13815 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -2236958.000000 Penalty: 3179.424561
	Iteration 20F: 3 clusters Score -2236958 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 13368 members 
Mstep: Class 2 contains 410 members 
Mstep: Class 3 contains 10395 members 
Mstep: Class 4 contains 5556 members 
Mstep: Class 5 contains 13947 members 
Mstep: Class 6 contains 97466 members 
Mstep: Class 7 contains 2778 members 
Mstep: Class 8 contains 154281 members 
Mstep: Class 9 contains 4445 members 
Mstep: Class 10 contains 2326 members 
Mstep: Class 11 contains 9344 members 
Mstep: Class 12 contains 2224 members 
Mstep: Class 13 contains 1742 members 
Mstep: Class 14 contains 4646 members 
Mstep: Class 15 contains 45165 members 
Mstep: Class 16 contains 35905 members 
Mstep: Class 17 contains 51787 members 
Mstep: Class 18 contains 13815 members 
Mstep: Class 19 contains 76709 members 
Mstep: Class 20 contains 2103 members 
Mstep: Class 21 contains 64203 members 
Mstep: Class 22 contains 2521 members 
Mstep: Class 23 contains 6997 members 
Mstep: Class 24 contains 16831 members 
Mstep: Class 25 contains 569 members 
Mstep: Class 26 contains 27747 members 
Mstep: Class 27 contains 15928 members 
Mstep: Class 28 contains 6939 members 
Mstep: Class 29 contains 82816 members 
Mstep: Class 30 contains 18697 members 
Mstep: Class 31 contains 7933 members 
Mstep: Class 32 contains 11826 members 
Mstep: Class 33 contains 5239 members 
Mstep: Class 34 contains 3912 members 
Entering Unmasked Estep 
Score: -100163200.000000 Penalty: 75238.500000
Splitting cluster 18 changes total score from -100076640.000000 to -100163200.000000
So it's getting split into cluster 34.
Entering ConstructFrom: 
Trying to split cluster 19 (76709 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76709 members 
Entering Unmasked Estep 
Score: -9595466.000000 Penalty: 1827.763306
	Iteration 0F: 2 clusters Score -9595466 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38203 members 
Mstep: Class 2 contains 38506 members 
Entering Unmasked Estep 
Score: -9544331.000000 Penalty: 3655.526611
	Iteration 0F: 3 clusters Score -9544331 nChanged 36396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34943 members 
Mstep: Class 2 contains 41766 members 
Entering Unmasked Estep 
Score: -9566674.000000 Penalty: 3655.526611
	Iteration 1F: 3 clusters Score -9566674 nChanged 4824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32593 members 
Mstep: Class 2 contains 44116 members 
Entering Unmasked Estep 
Score: -9569416.000000 Penalty: 3655.526611
	Iteration 2F: 3 clusters Score -9569416 nChanged 5786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29301 members 
Mstep: Class 2 contains 47408 members 
Entering Unmasked Estep 
Score: -9573198.000000 Penalty: 3655.526611
	Iteration 3F: 3 clusters Score -9573198 nChanged 6017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25618 members 
Mstep: Class 2 contains 51091 members 
Entering Unmasked Estep 
Score: -9577348.000000 Penalty: 3655.526611
	Iteration 4F: 3 clusters Score -9577348 nChanged 5491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22175 members 
Mstep: Class 2 contains 54534 members 
Entering Unmasked Estep 
Score: -9581098.000000 Penalty: 3655.526611
	Iteration 5F: 3 clusters Score -9581098 nChanged 4814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19281 members 
Mstep: Class 2 contains 57428 members 
Entering Unmasked Estep 
Score: -9585031.000000 Penalty: 3655.526611
	Iteration 6F: 3 clusters Score -9585031 nChanged 4472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17019 members 
Mstep: Class 2 contains 59690 members 
Entering Unmasked Estep 
Score: -9589290.000000 Penalty: 3655.526611
	Iteration 7F: 3 clusters Score -9589290 nChanged 3909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15108 members 
Mstep: Class 2 contains 61601 members 
Entering Unmasked Estep 
Score: -9592371.000000 Penalty: 3655.526611
	Iteration 8F: 3 clusters Score -9592371 nChanged 2809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13443 members 
Mstep: Class 2 contains 63266 members 
Entering Unmasked Estep 
Score: -9594598.000000 Penalty: 3655.526611
	Iteration 9Q: 3 clusters Score -9594598 nChanged 1984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12145 members 
Mstep: Class 2 contains 64564 members 
Entering Unmasked Estep 
Score: -9596270.000000 Penalty: 3655.526611
	Iteration 10Q: 3 clusters Score -9596270 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11089 members 
Mstep: Class 2 contains 65620 members 
Entering Unmasked Estep 
Score: -9597527.000000 Penalty: 3655.526611
	Iteration 11Q: 3 clusters Score -9597527 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10286 members 
Mstep: Class 2 contains 66423 members 
Entering Unmasked Estep 
Score: -9598469.000000 Penalty: 3655.526611
	Iteration 12Q: 3 clusters Score -9598469 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9659 members 
Mstep: Class 2 contains 67050 members 
Entering Unmasked Estep 
Score: -9599022.000000 Penalty: 3655.526611
	Iteration 13Q: 3 clusters Score -9599022 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9173 members 
Mstep: Class 2 contains 67536 members 
Entering Unmasked Estep 
Score: -9599346.000000 Penalty: 3655.526611
	Iteration 14Q: 3 clusters Score -9599346 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8752 members 
Mstep: Class 2 contains 67957 members 
Entering Unmasked Estep 
Score: -9599531.000000 Penalty: 3655.526611
	Iteration 15Q: 3 clusters Score -9599531 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8396 members 
Mstep: Class 2 contains 68313 members 
Entering Unmasked Estep 
Score: -9599646.000000 Penalty: 3655.526611
	Iteration 16Q: 3 clusters Score -9599646 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8062 members 
Mstep: Class 2 contains 68647 members 
Entering Unmasked Estep 
Score: -9599752.000000 Penalty: 3655.526611
	Iteration 17Q: 3 clusters Score -9599752 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7740 members 
Mstep: Class 2 contains 68969 members 
Entering Unmasked Estep 
Score: -9599860.000000 Penalty: 3655.526611
	Iteration 18Q: 3 clusters Score -9599860 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7429 members 
Mstep: Class 2 contains 69280 members 
Entering Unmasked Estep 
Score: -9599896.000000 Penalty: 3655.526611
	Iteration 19Q: 3 clusters Score -9599896 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7176 members 
Mstep: Class 2 contains 69533 members 
Entering Unmasked Estep 
Score: -9600000.000000 Penalty: 3655.526611
	Iteration 20F: 3 clusters Score -9600000 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6929 members 
Mstep: Class 2 contains 69780 members 
Entering Unmasked Estep 
Score: -9600083.000000 Penalty: 3655.526611
	Iteration 21Q: 3 clusters Score -9600083 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6692 members 
Mstep: Class 2 contains 70017 members 
Entering Unmasked Estep 
Score: -9600192.000000 Penalty: 3655.526611
	Iteration 22Q: 3 clusters Score -9600192 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6494 members 
Mstep: Class 2 contains 70215 members 
Entering Unmasked Estep 
Score: -9600284.000000 Penalty: 3655.526611
	Iteration 23Q: 3 clusters Score -9600284 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6322 members 
Mstep: Class 2 contains 70387 members 
Entering Unmasked Estep 
Score: -9600387.000000 Penalty: 3655.526611
	Iteration 24Q: 3 clusters Score -9600387 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6160 members 
Mstep: Class 2 contains 70549 members 
Entering Unmasked Estep 
Score: -9600509.000000 Penalty: 3655.526611
	Iteration 25Q: 3 clusters Score -9600509 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5999 members 
Mstep: Class 2 contains 70710 members 
Entering Unmasked Estep 
Score: -9600651.000000 Penalty: 3655.526611
	Iteration 26Q: 3 clusters Score -9600651 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5858 members 
Mstep: Class 2 contains 70851 members 
Entering Unmasked Estep 
Score: -9600805.000000 Penalty: 3655.526611
	Iteration 27Q: 3 clusters Score -9600805 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5725 members 
Mstep: Class 2 contains 70984 members 
Entering Unmasked Estep 
Score: -9600964.000000 Penalty: 3655.526611
	Iteration 28Q: 3 clusters Score -9600964 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5625 members 
Mstep: Class 2 contains 71084 members 
Entering Unmasked Estep 
Score: -9601136.000000 Penalty: 3655.526611
	Iteration 29Q: 3 clusters Score -9601136 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5502 members 
Mstep: Class 2 contains 71207 members 
Entering Unmasked Estep 
Score: -9601464.000000 Penalty: 3655.526611
	Iteration 30Q: 3 clusters Score -9601464 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5399 members 
Mstep: Class 2 contains 71310 members 
Entering Unmasked Estep 
Score: -9601804.000000 Penalty: 3655.526611
	Iteration 31Q: 3 clusters Score -9601804 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5319 members 
Mstep: Class 2 contains 71390 members 
Entering Unmasked Estep 
Score: -9601961.000000 Penalty: 3655.526611
	Iteration 32Q: 3 clusters Score -9601961 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5280 members 
Mstep: Class 2 contains 71429 members 
Entering Unmasked Estep 
Score: -9602056.000000 Penalty: 3655.526611
	Iteration 33Q: 3 clusters Score -9602056 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5278 members 
Mstep: Class 2 contains 71431 members 
Entering Unmasked Estep 
Score: -9602084.000000 Penalty: 3655.526611
	Iteration 34Q: 3 clusters Score -9602084 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5283 members 
Mstep: Class 2 contains 71426 members 
Entering Unmasked Estep 
Score: -9602089.000000 Penalty: 3655.526611
	Iteration 35Q: 3 clusters Score -9602089 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5288 members 
Mstep: Class 2 contains 71421 members 
Entering Unmasked Estep 
Score: -9602097.000000 Penalty: 3655.526611
	Iteration 36Q: 3 clusters Score -9602097 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 71423 members 
Entering Unmasked Estep 
Score: -9602103.000000 Penalty: 3655.526611
	Iteration 37Q: 3 clusters Score -9602103 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 71423 members 
Entering Unmasked Estep 
Score: -9602109.000000 Penalty: 3655.526611
	Iteration 38Q: 3 clusters Score -9602109 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5275 members 
Mstep: Class 2 contains 71434 members 
Entering Unmasked Estep 
Score: -9602101.000000 Penalty: 3655.526611
	Iteration 39Q: 3 clusters Score -9602101 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 71440 members 
Entering Unmasked Estep 
Score: -9602103.000000 Penalty: 3655.526611
	Iteration 40F: 3 clusters Score -9602103 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5268 members 
Mstep: Class 2 contains 71441 members 
Entering Unmasked Estep 
Score: -9602102.000000 Penalty: 3655.526611
	Iteration 41Q: 3 clusters Score -9602102 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 71440 members 
Entering Unmasked Estep 
Score: -9602096.000000 Penalty: 3655.526611
	Iteration 42Q: 3 clusters Score -9602096 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5270 members 
Mstep: Class 2 contains 71439 members 
Entering Unmasked Estep 
Score: -9602102.000000 Penalty: 3655.526611
	Iteration 43Q: 3 clusters Score -9602102 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5270 members 
Mstep: Class 2 contains 71439 members 
Entering Unmasked Estep 
Score: -9602102.000000 Penalty: 3655.526611
	Iteration 44F: 3 clusters Score -9602102 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 13368 members 
Mstep: Class 2 contains 410 members 
Mstep: Class 3 contains 10395 members 
Mstep: Class 4 contains 5556 members 
Mstep: Class 5 contains 13947 members 
Mstep: Class 6 contains 97466 members 
Mstep: Class 7 contains 2778 members 
Mstep: Class 8 contains 154281 members 
Mstep: Class 9 contains 4445 members 
Mstep: Class 10 contains 2326 members 
Mstep: Class 11 contains 9344 members 
Mstep: Class 12 contains 2224 members 
Mstep: Class 13 contains 1742 members 
Mstep: Class 14 contains 4646 members 
Mstep: Class 15 contains 45165 members 
Mstep: Class 16 contains 35905 members 
Mstep: Class 17 contains 51787 members 
Mstep: Class 18 contains 13815 members 
Mstep: Class 19 contains 5270 members 
Mstep: Class 20 contains 2103 members 
Mstep: Class 21 contains 64203 members 
Mstep: Class 22 contains 2521 members 
Mstep: Class 23 contains 6997 members 
Mstep: Class 24 contains 16831 members 
Mstep: Class 25 contains 569 members 
Mstep: Class 26 contains 27747 members 
Mstep: Class 27 contains 15928 members 
Mstep: Class 28 contains 6939 members 
Mstep: Class 29 contains 82816 members 
Mstep: Class 30 contains 18697 members 
Mstep: Class 31 contains 7933 members 
Mstep: Class 32 contains 11826 members 
Mstep: Class 33 contains 5239 members 
Mstep: Class 34 contains 3912 members 
Mstep: Class 35 contains 71439 members 
Entering Unmasked Estep 
Score: -100169232.000000 Penalty: 77451.398438
Splitting cluster 19 changes total score from -100076640.000000 to -100169232.000000
So it's getting split into cluster 35.
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 13368 members 
Mstep: Class 2 contains 410 members 
Mstep: Class 3 contains 10395 members 
Mstep: Class 4 contains 5556 members 
Mstep: Class 5 contains 13947 members 
Mstep: Class 6 contains 97466 members 
Mstep: Class 7 contains 2778 members 
Mstep: Class 8 contains 154281 members 
Mstep: Class 10 contains 2326 members 
Mstep: Class 11 contains 9344 members 
Mstep: Class 12 contains 2224 members 
Mstep: Class 13 contains 1742 members 
Mstep: Class 14 contains 4646 members 
Mstep: Class 15 contains 45165 members 
Mstep: Class 16 contains 35905 members 
Mstep: Class 17 contains 51787 members 
Mstep: Class 18 contains 13815 members 
Mstep: Class 19 contains 5270 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100187560.000000 Penalty: 77451.398438
Iteration 39Q: 36 clusters Score -1.001876e+08 nChanged 25772
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 13384 members 
Mstep: Class 2 contains 402 members 
Mstep: Class 3 contains 10416 members 
Mstep: Class 4 contains 5493 members 
Mstep: Class 5 contains 14807 members 
Mstep: Class 6 contains 98684 members 
Mstep: Class 7 contains 2840 members 
Mstep: Class 8 contains 155977 members 
Mstep: Class 9 contains 4745 members 
Mstep: Class 10 contains 2588 members 
Mstep: Class 11 contains 9117 members 
Mstep: Class 12 contains 2264 members 
Mstep: Class 13 contains 1862 members 
Mstep: Class 14 contains 5103 members 
Mstep: Class 15 contains 45651 members 
Mstep: Class 16 contains 36198 members 
Mstep: Class 17 contains 53145 members 
Mstep: Class 18 contains 13782 members 
Mstep: Class 19 contains 5737 members 
Mstep: Class 20 contains 2262 members 
Mstep: Class 21 contains 63542 members 
Mstep: Class 22 contains 2555 members 
Mstep: Class 23 contains 6910 members 
Mstep: Class 24 contains 16451 members 
Mstep: Class 25 contains 584 members 
Mstep: Class 26 contains 27630 members 
Mstep: Class 27 contains 14556 members 
Mstep: Class 28 contains 7341 members 
Mstep: Class 29 contains 80663 members 
Mstep: Class 30 contains 18269 members 
Mstep: Class 31 contains 8017 members 
Mstep: Class 32 contains 10307 members 
Mstep: Class 33 contains 5570 members 
Mstep: Class 34 contains 4232 members 
Mstep: Class 35 contains 69489 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100201800.000000 Penalty: 77451.398438
Iteration 40F: 36 clusters Score -1.002018e+08 nChanged 20425
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 13073 members 
Mstep: Class 2 contains 407 members 
Mstep: Class 3 contains 10450 members 
Mstep: Class 4 contains 5268 members 
Mstep: Class 5 contains 14791 members 
Mstep: Class 6 contains 98163 members 
Mstep: Class 7 contains 2820 members 
Mstep: Class 8 contains 155954 members 
Mstep: Class 9 contains 4871 members 
Mstep: Class 10 contains 2687 members 
Mstep: Class 11 contains 8953 members 
Mstep: Class 12 contains 2277 members 
Mstep: Class 13 contains 1895 members 
Mstep: Class 14 contains 5113 members 
Mstep: Class 15 contains 44878 members 
Mstep: Class 16 contains 35745 members 
Mstep: Class 17 contains 51230 members 
Mstep: Class 18 contains 13728 members 
Mstep: Class 19 contains 5933 members 
Mstep: Class 20 contains 2980 members 
Mstep: Class 21 contains 64123 members 
Mstep: Class 22 contains 2703 members 
Mstep: Class 23 contains 7462 members 
Mstep: Class 24 contains 16809 members 
Mstep: Class 25 contains 604 members 
Mstep: Class 26 contains 28493 members 
Mstep: Class 27 contains 14239 members 
Mstep: Class 28 contains 8452 members 
Mstep: Class 29 contains 80030 members 
Mstep: Class 30 contains 18625 members 
Mstep: Class 31 contains 8752 members 
Mstep: Class 32 contains 9990 members 
Mstep: Class 33 contains 5808 members 
Mstep: Class 34 contains 4907 members 
Mstep: Class 35 contains 68362 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100208864.000000 Penalty: 77451.398438
Iteration 41Q: 36 clusters Score -1.002089e+08 nChanged 11843
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 12933 members 
Mstep: Class 2 contains 419 members 
Mstep: Class 3 contains 10555 members 
Mstep: Class 4 contains 5127 members 
Mstep: Class 5 contains 14954 members 
Mstep: Class 6 contains 97849 members 
Mstep: Class 7 contains 2821 members 
Mstep: Class 8 contains 155999 members 
Mstep: Class 9 contains 4952 members 
Mstep: Class 10 contains 2846 members 
Mstep: Class 11 contains 8875 members 
Mstep: Class 12 contains 2323 members 
Mstep: Class 13 contains 1916 members 
Mstep: Class 14 contains 5266 members 
Mstep: Class 15 contains 44451 members 
Mstep: Class 16 contains 35508 members 
Mstep: Class 17 contains 49917 members 
Mstep: Class 18 contains 13707 members 
Mstep: Class 19 contains 6072 members 
Mstep: Class 20 contains 3492 members 
Mstep: Class 21 contains 64567 members 
Mstep: Class 22 contains 2797 members 
Mstep: Class 23 contains 7726 members 
Mstep: Class 24 contains 16990 members 
Mstep: Class 25 contains 605 members 
Mstep: Class 26 contains 29004 members 
Mstep: Class 27 contains 13829 members 
Mstep: Class 28 contains 9556 members 
Mstep: Class 29 contains 79324 members 
Mstep: Class 30 contains 18704 members 
Mstep: Class 31 contains 9192 members 
Mstep: Class 32 contains 9633 members 
Mstep: Class 33 contains 6006 members 
Mstep: Class 34 contains 5457 members 
Mstep: Class 35 contains 67204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100211720.000000 Penalty: 77451.398438
Iteration 42Q: 36 clusters Score -1.002117e+08 nChanged 9350
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 12851 members 
Mstep: Class 2 contains 430 members 
Mstep: Class 3 contains 10658 members 
Mstep: Class 4 contains 5005 members 
Mstep: Class 5 contains 15140 members 
Mstep: Class 6 contains 97545 members 
Mstep: Class 7 contains 2821 members 
Mstep: Class 8 contains 156026 members 
Mstep: Class 9 contains 5012 members 
Mstep: Class 10 contains 3010 members 
Mstep: Class 11 contains 8859 members 
Mstep: Class 12 contains 2362 members 
Mstep: Class 13 contains 1935 members 
Mstep: Class 14 contains 5428 members 
Mstep: Class 15 contains 44157 members 
Mstep: Class 16 contains 35375 members 
Mstep: Class 17 contains 48714 members 
Mstep: Class 18 contains 13697 members 
Mstep: Class 19 contains 6161 members 
Mstep: Class 20 contains 3884 members 
Mstep: Class 21 contains 64979 members 
Mstep: Class 22 contains 2858 members 
Mstep: Class 23 contains 7936 members 
Mstep: Class 24 contains 17148 members 
Mstep: Class 25 contains 615 members 
Mstep: Class 26 contains 29457 members 
Mstep: Class 27 contains 13542 members 
Mstep: Class 28 contains 10682 members 
Mstep: Class 29 contains 78611 members 
Mstep: Class 30 contains 18657 members 
Mstep: Class 31 contains 9502 members 
Mstep: Class 32 contains 9293 members 
Mstep: Class 33 contains 6167 members 
Mstep: Class 34 contains 5924 members 
Mstep: Class 35 contains 66135 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100214368.000000 Penalty: 77451.398438
Iteration 43Q: 36 clusters Score -1.002144e+08 nChanged 8089
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 12810 members 
Mstep: Class 2 contains 442 members 
Mstep: Class 3 contains 10763 members 
Mstep: Class 4 contains 4897 members 
Mstep: Class 5 contains 15381 members 
Mstep: Class 6 contains 97303 members 
Mstep: Class 7 contains 2819 members 
Mstep: Class 8 contains 156078 members 
Mstep: Class 9 contains 5074 members 
Mstep: Class 10 contains 3176 members 
Mstep: Class 11 contains 8851 members 
Mstep: Class 12 contains 2408 members 
Mstep: Class 13 contains 1953 members 
Mstep: Class 14 contains 5607 members 
Mstep: Class 15 contains 43895 members 
Mstep: Class 16 contains 35262 members 
Mstep: Class 17 contains 47648 members 
Mstep: Class 18 contains 13688 members 
Mstep: Class 19 contains 6237 members 
Mstep: Class 20 contains 4203 members 
Mstep: Class 21 contains 65333 members 
Mstep: Class 22 contains 2907 members 
Mstep: Class 23 contains 8102 members 
Mstep: Class 24 contains 17252 members 
Mstep: Class 25 contains 624 members 
Mstep: Class 26 contains 29867 members 
Mstep: Class 27 contains 13297 members 
Mstep: Class 28 contains 11751 members 
Mstep: Class 29 contains 77833 members 
Mstep: Class 30 contains 18539 members 
Mstep: Class 31 contains 9773 members 
Mstep: Class 32 contains 9036 members 
Mstep: Class 33 contains 6312 members 
Mstep: Class 34 contains 6320 members 
Mstep: Class 35 contains 65135 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100216560.000000 Penalty: 77451.398438
Iteration 44Q: 36 clusters Score -1.002166e+08 nChanged 7100
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 12797 members 
Mstep: Class 2 contains 451 members 
Mstep: Class 3 contains 10882 members 
Mstep: Class 4 contains 4800 members 
Mstep: Class 5 contains 15663 members 
Mstep: Class 6 contains 97119 members 
Mstep: Class 7 contains 2818 members 
Mstep: Class 8 contains 156094 members 
Mstep: Class 9 contains 5114 members 
Mstep: Class 10 contains 3328 members 
Mstep: Class 11 contains 8859 members 
Mstep: Class 12 contains 2455 members 
Mstep: Class 13 contains 1965 members 
Mstep: Class 14 contains 5781 members 
Mstep: Class 15 contains 43712 members 
Mstep: Class 16 contains 35192 members 
Mstep: Class 17 contains 46814 members 
Mstep: Class 18 contains 13685 members 
Mstep: Class 19 contains 6295 members 
Mstep: Class 20 contains 4425 members 
Mstep: Class 21 contains 65637 members 
Mstep: Class 22 contains 2949 members 
Mstep: Class 23 contains 8260 members 
Mstep: Class 24 contains 17300 members 
Mstep: Class 25 contains 635 members 
Mstep: Class 26 contains 30209 members 
Mstep: Class 27 contains 13066 members 
Mstep: Class 28 contains 12753 members 
Mstep: Class 29 contains 77003 members 
Mstep: Class 30 contains 18372 members 
Mstep: Class 31 contains 10017 members 
Mstep: Class 32 contains 8816 members 
Mstep: Class 33 contains 6425 members 
Mstep: Class 34 contains 6674 members 
Mstep: Class 35 contains 64211 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100218640.000000 Penalty: 77451.398438
Iteration 45Q: 36 clusters Score -1.002186e+08 nChanged 6410
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 12790 members 
Mstep: Class 2 contains 459 members 
Mstep: Class 3 contains 10983 members 
Mstep: Class 4 contains 4714 members 
Mstep: Class 5 contains 15967 members 
Mstep: Class 6 contains 96944 members 
Mstep: Class 7 contains 2817 members 
Mstep: Class 8 contains 156046 members 
Mstep: Class 9 contains 5156 members 
Mstep: Class 10 contains 3452 members 
Mstep: Class 11 contains 8853 members 
Mstep: Class 12 contains 2505 members 
Mstep: Class 13 contains 1985 members 
Mstep: Class 14 contains 5959 members 
Mstep: Class 15 contains 43559 members 
Mstep: Class 16 contains 35138 members 
Mstep: Class 17 contains 46100 members 
Mstep: Class 18 contains 13683 members 
Mstep: Class 19 contains 6359 members 
Mstep: Class 20 contains 4626 members 
Mstep: Class 21 contains 65939 members 
Mstep: Class 22 contains 2998 members 
Mstep: Class 23 contains 8408 members 
Mstep: Class 24 contains 17327 members 
Mstep: Class 25 contains 645 members 
Mstep: Class 26 contains 30501 members 
Mstep: Class 27 contains 12831 members 
Mstep: Class 28 contains 13643 members 
Mstep: Class 29 contains 76185 members 
Mstep: Class 30 contains 18219 members 
Mstep: Class 31 contains 10253 members 
Mstep: Class 32 contains 8650 members 
Mstep: Class 33 contains 6515 members 
Mstep: Class 34 contains 7010 members 
Mstep: Class 35 contains 63357 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100220312.000000 Penalty: 77451.398438
Iteration 46Q: 36 clusters Score -1.002203e+08 nChanged 5786
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 12780 members 
Mstep: Class 2 contains 468 members 
Mstep: Class 3 contains 11092 members 
Mstep: Class 4 contains 4636 members 
Mstep: Class 5 contains 16261 members 
Mstep: Class 6 contains 96770 members 
Mstep: Class 7 contains 2809 members 
Mstep: Class 8 contains 156039 members 
Mstep: Class 9 contains 5180 members 
Mstep: Class 10 contains 3542 members 
Mstep: Class 11 contains 8855 members 
Mstep: Class 12 contains 2547 members 
Mstep: Class 13 contains 2000 members 
Mstep: Class 14 contains 6106 members 
Mstep: Class 15 contains 43448 members 
Mstep: Class 16 contains 35115 members 
Mstep: Class 17 contains 45403 members 
Mstep: Class 18 contains 13677 members 
Mstep: Class 19 contains 6417 members 
Mstep: Class 20 contains 4800 members 
Mstep: Class 21 contains 66221 members 
Mstep: Class 22 contains 3054 members 
Mstep: Class 23 contains 8542 members 
Mstep: Class 24 contains 17360 members 
Mstep: Class 25 contains 648 members 
Mstep: Class 26 contains 30756 members 
Mstep: Class 27 contains 12668 members 
Mstep: Class 28 contains 14402 members 
Mstep: Class 29 contains 75373 members 
Mstep: Class 30 contains 18105 members 
Mstep: Class 31 contains 10513 members 
Mstep: Class 32 contains 8459 members 
Mstep: Class 33 contains 6594 members 
Mstep: Class 34 contains 7324 members 
Mstep: Class 35 contains 62612 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100221800.000000 Penalty: 77451.398438
Iteration 47Q: 36 clusters Score -1.002218e+08 nChanged 5325
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 12776 members 
Mstep: Class 2 contains 474 members 
Mstep: Class 3 contains 11215 members 
Mstep: Class 4 contains 4537 members 
Mstep: Class 5 contains 16610 members 
Mstep: Class 6 contains 96594 members 
Mstep: Class 7 contains 2805 members 
Mstep: Class 8 contains 156054 members 
Mstep: Class 9 contains 5195 members 
Mstep: Class 10 contains 3633 members 
Mstep: Class 11 contains 8856 members 
Mstep: Class 12 contains 2595 members 
Mstep: Class 13 contains 2006 members 
Mstep: Class 14 contains 6239 members 
Mstep: Class 15 contains 43355 members 
Mstep: Class 16 contains 35101 members 
Mstep: Class 17 contains 44856 members 
Mstep: Class 18 contains 13671 members 
Mstep: Class 19 contains 6468 members 
Mstep: Class 20 contains 4926 members 
Mstep: Class 21 contains 66507 members 
Mstep: Class 22 contains 3117 members 
Mstep: Class 23 contains 8635 members 
Mstep: Class 24 contains 17397 members 
Mstep: Class 25 contains 654 members 
Mstep: Class 26 contains 30944 members 
Mstep: Class 27 contains 12542 members 
Mstep: Class 28 contains 15081 members 
Mstep: Class 29 contains 74487 members 
Mstep: Class 30 contains 17975 members 
Mstep: Class 31 contains 10783 members 
Mstep: Class 32 contains 8249 members 
Mstep: Class 33 contains 6677 members 
Mstep: Class 34 contains 7588 members 
Mstep: Class 35 contains 61974 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100222928.000000 Penalty: 77451.398438
Iteration 48Q: 36 clusters Score -1.002229e+08 nChanged 4964
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 12776 members 
Mstep: Class 2 contains 480 members 
Mstep: Class 3 contains 11357 members 
Mstep: Class 4 contains 4447 members 
Mstep: Class 5 contains 16958 members 
Mstep: Class 6 contains 96444 members 
Mstep: Class 7 contains 2801 members 
Mstep: Class 8 contains 156069 members 
Mstep: Class 9 contains 5207 members 
Mstep: Class 10 contains 3658 members 
Mstep: Class 11 contains 8869 members 
Mstep: Class 12 contains 2644 members 
Mstep: Class 13 contains 2029 members 
Mstep: Class 14 contains 6365 members 
Mstep: Class 15 contains 43279 members 
Mstep: Class 16 contains 35086 members 
Mstep: Class 17 contains 44396 members 
Mstep: Class 18 contains 13668 members 
Mstep: Class 19 contains 6519 members 
Mstep: Class 20 contains 5024 members 
Mstep: Class 21 contains 66755 members 
Mstep: Class 22 contains 3176 members 
Mstep: Class 23 contains 8725 members 
Mstep: Class 24 contains 17416 members 
Mstep: Class 25 contains 657 members 
Mstep: Class 26 contains 31099 members 
Mstep: Class 27 contains 12416 members 
Mstep: Class 28 contains 15641 members 
Mstep: Class 29 contains 73593 members 
Mstep: Class 30 contains 17898 members 
Mstep: Class 31 contains 11096 members 
Mstep: Class 32 contains 8047 members 
Mstep: Class 33 contains 6738 members 
Mstep: Class 34 contains 7817 members 
Mstep: Class 35 contains 61426 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100223928.000000 Penalty: 77451.398438
Iteration 49Q: 36 clusters Score -1.002239e+08 nChanged 4749
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 12777 members 
Mstep: Class 2 contains 482 members 
Mstep: Class 3 contains 11519 members 
Mstep: Class 4 contains 4361 members 
Mstep: Class 5 contains 17292 members 
Mstep: Class 6 contains 96293 members 
Mstep: Class 7 contains 2798 members 
Mstep: Class 8 contains 156088 members 
Mstep: Class 9 contains 5226 members 
Mstep: Class 10 contains 3671 members 
Mstep: Class 11 contains 8878 members 
Mstep: Class 12 contains 2683 members 
Mstep: Class 13 contains 2039 members 
Mstep: Class 14 contains 6517 members 
Mstep: Class 15 contains 43211 members 
Mstep: Class 16 contains 35076 members 
Mstep: Class 17 contains 43905 members 
Mstep: Class 18 contains 13668 members 
Mstep: Class 19 contains 6579 members 
Mstep: Class 20 contains 5109 members 
Mstep: Class 21 contains 67025 members 
Mstep: Class 22 contains 3242 members 
Mstep: Class 23 contains 8801 members 
Mstep: Class 24 contains 17451 members 
Mstep: Class 25 contains 660 members 
Mstep: Class 26 contains 31230 members 
Mstep: Class 27 contains 12315 members 
Mstep: Class 28 contains 16084 members 
Mstep: Class 29 contains 72716 members 
Mstep: Class 30 contains 17840 members 
Mstep: Class 31 contains 11465 members 
Mstep: Class 32 contains 7814 members 
Mstep: Class 33 contains 6789 members 
Mstep: Class 34 contains 8006 members 
Mstep: Class 35 contains 60966 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100224888.000000 Penalty: 77451.398438
Iteration 50Q: 36 clusters Score -1.002249e+08 nChanged 4550
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 12780 members 
Mstep: Class 2 contains 486 members 
Mstep: Class 3 contains 11678 members 
Mstep: Class 4 contains 4280 members 
Mstep: Class 5 contains 17644 members 
Mstep: Class 6 contains 96156 members 
Mstep: Class 7 contains 2795 members 
Mstep: Class 8 contains 156138 members 
Mstep: Class 9 contains 5242 members 
Mstep: Class 10 contains 3707 members 
Mstep: Class 11 contains 8887 members 
Mstep: Class 12 contains 2714 members 
Mstep: Class 13 contains 2057 members 
Mstep: Class 14 contains 6644 members 
Mstep: Class 15 contains 43139 members 
Mstep: Class 16 contains 35097 members 
Mstep: Class 17 contains 43403 members 
Mstep: Class 18 contains 13665 members 
Mstep: Class 19 contains 6640 members 
Mstep: Class 20 contains 5192 members 
Mstep: Class 21 contains 67265 members 
Mstep: Class 22 contains 3295 members 
Mstep: Class 23 contains 8863 members 
Mstep: Class 24 contains 17478 members 
Mstep: Class 25 contains 664 members 
Mstep: Class 26 contains 31330 members 
Mstep: Class 27 contains 12240 members 
Mstep: Class 28 contains 16493 members 
Mstep: Class 29 contains 71812 members 
Mstep: Class 30 contains 17814 members 
Mstep: Class 31 contains 11884 members 
Mstep: Class 32 contains 7559 members 
Mstep: Class 33 contains 6813 members 
Mstep: Class 34 contains 8160 members 
Mstep: Class 35 contains 60562 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100225936.000000 Penalty: 77451.398438
Iteration 51Q: 36 clusters Score -1.002259e+08 nChanged 4392
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 12787 members 
Mstep: Class 2 contains 490 members 
Mstep: Class 3 contains 11857 members 
Mstep: Class 4 contains 4204 members 
Mstep: Class 5 contains 17989 members 
Mstep: Class 6 contains 96038 members 
Mstep: Class 7 contains 2796 members 
Mstep: Class 8 contains 156185 members 
Mstep: Class 9 contains 5253 members 
Mstep: Class 10 contains 3788 members 
Mstep: Class 11 contains 8885 members 
Mstep: Class 12 contains 2744 members 
Mstep: Class 13 contains 2066 members 
Mstep: Class 14 contains 6746 members 
Mstep: Class 15 contains 43070 members 
Mstep: Class 16 contains 35138 members 
Mstep: Class 17 contains 42905 members 
Mstep: Class 18 contains 13671 members 
Mstep: Class 19 contains 6707 members 
Mstep: Class 20 contains 5283 members 
Mstep: Class 21 contains 67463 members 
Mstep: Class 22 contains 3341 members 
Mstep: Class 23 contains 8920 members 
Mstep: Class 24 contains 17508 members 
Mstep: Class 25 contains 667 members 
Mstep: Class 26 contains 31415 members 
Mstep: Class 27 contains 12171 members 
Mstep: Class 28 contains 16822 members 
Mstep: Class 29 contains 70855 members 
Mstep: Class 30 contains 17838 members 
Mstep: Class 31 contains 12353 members 
Mstep: Class 32 contains 7293 members 
Mstep: Class 33 contains 6827 members 
Mstep: Class 34 contains 8289 members 
Mstep: Class 35 contains 60212 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100226432.000000 Penalty: 77451.398438
Iteration 52Q: 36 clusters Score -1.002264e+08 nChanged 4192
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 12788 members 
Mstep: Class 2 contains 491 members 
Mstep: Class 3 contains 12071 members 
Mstep: Class 4 contains 4145 members 
Mstep: Class 5 contains 18300 members 
Mstep: Class 6 contains 95907 members 
Mstep: Class 7 contains 2795 members 
Mstep: Class 8 contains 156273 members 
Mstep: Class 9 contains 5270 members 
Mstep: Class 10 contains 3872 members 
Mstep: Class 11 contains 8895 members 
Mstep: Class 12 contains 2772 members 
Mstep: Class 13 contains 2078 members 
Mstep: Class 14 contains 6846 members 
Mstep: Class 15 contains 43020 members 
Mstep: Class 16 contains 35181 members 
Mstep: Class 17 contains 42469 members 
Mstep: Class 18 contains 13672 members 
Mstep: Class 19 contains 6762 members 
Mstep: Class 20 contains 5368 members 
Mstep: Class 21 contains 67642 members 
Mstep: Class 22 contains 3376 members 
Mstep: Class 23 contains 8977 members 
Mstep: Class 24 contains 17527 members 
Mstep: Class 25 contains 670 members 
Mstep: Class 26 contains 31485 members 
Mstep: Class 27 contains 12112 members 
Mstep: Class 28 contains 17112 members 
Mstep: Class 29 contains 69872 members 
Mstep: Class 30 contains 17877 members 
Mstep: Class 31 contains 12818 members 
Mstep: Class 32 contains 7026 members 
Mstep: Class 33 contains 6816 members 
Mstep: Class 34 contains 8399 members 
Mstep: Class 35 contains 59892 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100227408.000000 Penalty: 77451.398438
Iteration 53Q: 36 clusters Score -1.002274e+08 nChanged 3768
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 12790 members 
Mstep: Class 2 contains 492 members 
Mstep: Class 3 contains 12289 members 
Mstep: Class 4 contains 4088 members 
Mstep: Class 5 contains 18590 members 
Mstep: Class 6 contains 95780 members 
Mstep: Class 7 contains 2796 members 
Mstep: Class 8 contains 156331 members 
Mstep: Class 9 contains 5291 members 
Mstep: Class 10 contains 3948 members 
Mstep: Class 11 contains 8895 members 
Mstep: Class 12 contains 2802 members 
Mstep: Class 13 contains 2093 members 
Mstep: Class 14 contains 6941 members 
Mstep: Class 15 contains 42982 members 
Mstep: Class 16 contains 35203 members 
Mstep: Class 17 contains 42101 members 
Mstep: Class 18 contains 13672 members 
Mstep: Class 19 contains 6819 members 
Mstep: Class 20 contains 5434 members 
Mstep: Class 21 contains 67818 members 
Mstep: Class 22 contains 3403 members 
Mstep: Class 23 contains 9039 members 
Mstep: Class 24 contains 17554 members 
Mstep: Class 25 contains 670 members 
Mstep: Class 26 contains 31524 members 
Mstep: Class 27 contains 12038 members 
Mstep: Class 28 contains 17345 members 
Mstep: Class 29 contains 68949 members 
Mstep: Class 30 contains 17927 members 
Mstep: Class 31 contains 13227 members 
Mstep: Class 32 contains 6830 members 
Mstep: Class 33 contains 6795 members 
Mstep: Class 34 contains 8496 members 
Mstep: Class 35 contains 59624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100228080.000000 Penalty: 77451.398438
Iteration 54Q: 36 clusters Score -1.002281e+08 nChanged 3354
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 12791 members 
Mstep: Class 2 contains 492 members 
Mstep: Class 3 contains 12510 members 
Mstep: Class 4 contains 4036 members 
Mstep: Class 5 contains 18868 members 
Mstep: Class 6 contains 95643 members 
Mstep: Class 7 contains 2798 members 
Mstep: Class 8 contains 156388 members 
Mstep: Class 9 contains 5308 members 
Mstep: Class 10 contains 4024 members 
Mstep: Class 11 contains 8895 members 
Mstep: Class 12 contains 2823 members 
Mstep: Class 13 contains 2101 members 
Mstep: Class 14 contains 7029 members 
Mstep: Class 15 contains 42949 members 
Mstep: Class 16 contains 35204 members 
Mstep: Class 17 contains 41757 members 
Mstep: Class 18 contains 13673 members 
Mstep: Class 19 contains 6874 members 
Mstep: Class 20 contains 5495 members 
Mstep: Class 21 contains 67978 members 
Mstep: Class 22 contains 3431 members 
Mstep: Class 23 contains 9088 members 
Mstep: Class 24 contains 17564 members 
Mstep: Class 25 contains 668 members 
Mstep: Class 26 contains 31572 members 
Mstep: Class 27 contains 11978 members 
Mstep: Class 28 contains 17541 members 
Mstep: Class 29 contains 68058 members 
Mstep: Class 30 contains 17983 members 
Mstep: Class 31 contains 13581 members 
Mstep: Class 32 contains 6723 members 
Mstep: Class 33 contains 6764 members 
Mstep: Class 34 contains 8574 members 
Mstep: Class 35 contains 59415 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100228448.000000 Penalty: 77451.398438
Iteration 55Q: 36 clusters Score -1.002284e+08 nChanged 3060
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 12793 members 
Mstep: Class 2 contains 492 members 
Mstep: Class 3 contains 12747 members 
Mstep: Class 4 contains 3994 members 
Mstep: Class 5 contains 19168 members 
Mstep: Class 6 contains 95530 members 
Mstep: Class 7 contains 2800 members 
Mstep: Class 8 contains 156454 members 
Mstep: Class 9 contains 5330 members 
Mstep: Class 10 contains 4089 members 
Mstep: Class 11 contains 8899 members 
Mstep: Class 12 contains 2839 members 
Mstep: Class 13 contains 2117 members 
Mstep: Class 14 contains 7101 members 
Mstep: Class 15 contains 42913 members 
Mstep: Class 16 contains 35199 members 
Mstep: Class 17 contains 41466 members 
Mstep: Class 18 contains 13673 members 
Mstep: Class 19 contains 6927 members 
Mstep: Class 20 contains 5537 members 
Mstep: Class 21 contains 68111 members 
Mstep: Class 22 contains 3459 members 
Mstep: Class 23 contains 9129 members 
Mstep: Class 24 contains 17573 members 
Mstep: Class 25 contains 665 members 
Mstep: Class 26 contains 31596 members 
Mstep: Class 27 contains 11939 members 
Mstep: Class 28 contains 17697 members 
Mstep: Class 29 contains 67226 members 
Mstep: Class 30 contains 18026 members 
Mstep: Class 31 contains 13868 members 
Mstep: Class 32 contains 6624 members 
Mstep: Class 33 contains 6720 members 
Mstep: Class 34 contains 8654 members 
Mstep: Class 35 contains 59221 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100228768.000000 Penalty: 77451.398438
Iteration 56Q: 36 clusters Score -1.002288e+08 nChanged 2804
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 12789 members 
Mstep: Class 2 contains 494 members 
Mstep: Class 3 contains 12988 members 
Mstep: Class 4 contains 3940 members 
Mstep: Class 5 contains 19459 members 
Mstep: Class 6 contains 95442 members 
Mstep: Class 7 contains 2797 members 
Mstep: Class 8 contains 156518 members 
Mstep: Class 9 contains 5352 members 
Mstep: Class 10 contains 4136 members 
Mstep: Class 11 contains 8909 members 
Mstep: Class 12 contains 2859 members 
Mstep: Class 13 contains 2134 members 
Mstep: Class 14 contains 7147 members 
Mstep: Class 15 contains 42872 members 
Mstep: Class 16 contains 35199 members 
Mstep: Class 17 contains 41151 members 
Mstep: Class 18 contains 13672 members 
Mstep: Class 19 contains 6992 members 
Mstep: Class 20 contains 5582 members 
Mstep: Class 21 contains 68223 members 
Mstep: Class 22 contains 3491 members 
Mstep: Class 23 contains 9156 members 
Mstep: Class 24 contains 17585 members 
Mstep: Class 25 contains 663 members 
Mstep: Class 26 contains 31612 members 
Mstep: Class 27 contains 11904 members 
Mstep: Class 28 contains 17803 members 
Mstep: Class 29 contains 66473 members 
Mstep: Class 30 contains 18090 members 
Mstep: Class 31 contains 14148 members 
Mstep: Class 32 contains 6541 members 
Mstep: Class 33 contains 6696 members 
Mstep: Class 34 contains 8696 members 
Mstep: Class 35 contains 59063 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100229152.000000 Penalty: 77451.398438
Iteration 57Q: 36 clusters Score -1.002292e+08 nChanged 2521
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 12788 members 
Mstep: Class 2 contains 494 members 
Mstep: Class 3 contains 13211 members 
Mstep: Class 4 contains 3870 members 
Mstep: Class 5 contains 19733 members 
Mstep: Class 6 contains 95342 members 
Mstep: Class 7 contains 2797 members 
Mstep: Class 8 contains 156563 members 
Mstep: Class 9 contains 5369 members 
Mstep: Class 10 contains 4176 members 
Mstep: Class 11 contains 8915 members 
Mstep: Class 12 contains 2873 members 
Mstep: Class 13 contains 2151 members 
Mstep: Class 14 contains 7189 members 
Mstep: Class 15 contains 42833 members 
Mstep: Class 16 contains 35201 members 
Mstep: Class 17 contains 40880 members 
Mstep: Class 18 contains 13673 members 
Mstep: Class 19 contains 7069 members 
Mstep: Class 20 contains 5631 members 
Mstep: Class 21 contains 68335 members 
Mstep: Class 22 contains 3524 members 
Mstep: Class 23 contains 9173 members 
Mstep: Class 24 contains 17597 members 
Mstep: Class 25 contains 660 members 
Mstep: Class 26 contains 31617 members 
Mstep: Class 27 contains 11876 members 
Mstep: Class 28 contains 17872 members 
Mstep: Class 29 contains 65820 members 
Mstep: Class 30 contains 18157 members 
Mstep: Class 31 contains 14376 members 
Mstep: Class 32 contains 6469 members 
Mstep: Class 33 contains 6681 members 
Mstep: Class 34 contains 8739 members 
Mstep: Class 35 contains 58922 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100229632.000000 Penalty: 77451.398438
Iteration 58Q: 36 clusters Score -1.002296e+08 nChanged 2459
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 12779 members 
Mstep: Class 2 contains 496 members 
Mstep: Class 3 contains 13429 members 
Mstep: Class 4 contains 3769 members 
Mstep: Class 5 contains 19988 members 
Mstep: Class 6 contains 95216 members 
Mstep: Class 7 contains 2798 members 
Mstep: Class 8 contains 156604 members 
Mstep: Class 9 contains 5395 members 
Mstep: Class 10 contains 4236 members 
Mstep: Class 11 contains 8912 members 
Mstep: Class 12 contains 2887 members 
Mstep: Class 13 contains 2173 members 
Mstep: Class 14 contains 7231 members 
Mstep: Class 15 contains 42798 members 
Mstep: Class 16 contains 35202 members 
Mstep: Class 17 contains 40587 members 
Mstep: Class 18 contains 13672 members 
Mstep: Class 19 contains 7174 members 
Mstep: Class 20 contains 5684 members 
Mstep: Class 21 contains 68509 members 
Mstep: Class 22 contains 3555 members 
Mstep: Class 23 contains 9189 members 
Mstep: Class 24 contains 17611 members 
Mstep: Class 25 contains 659 members 
Mstep: Class 26 contains 31634 members 
Mstep: Class 27 contains 11863 members 
Mstep: Class 28 contains 17940 members 
Mstep: Class 29 contains 65164 members 
Mstep: Class 30 contains 18205 members 
Mstep: Class 31 contains 14568 members 
Mstep: Class 32 contains 6403 members 
Mstep: Class 33 contains 6671 members 
Mstep: Class 34 contains 8778 members 
Mstep: Class 35 contains 58797 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100230248.000000 Penalty: 77451.398438
Iteration 59Q: 36 clusters Score -1.002302e+08 nChanged 2328
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 12772 members 
Mstep: Class 2 contains 498 members 
Mstep: Class 3 contains 13629 members 
Mstep: Class 4 contains 3660 members 
Mstep: Class 5 contains 20225 members 
Mstep: Class 6 contains 95111 members 
Mstep: Class 7 contains 2797 members 
Mstep: Class 8 contains 156621 members 
Mstep: Class 9 contains 5411 members 
Mstep: Class 10 contains 4259 members 
Mstep: Class 11 contains 8915 members 
Mstep: Class 12 contains 2900 members 
Mstep: Class 13 contains 2194 members 
Mstep: Class 14 contains 7278 members 
Mstep: Class 15 contains 42760 members 
Mstep: Class 16 contains 35192 members 
Mstep: Class 17 contains 40352 members 
Mstep: Class 18 contains 13673 members 
Mstep: Class 19 contains 7291 members 
Mstep: Class 20 contains 5731 members 
Mstep: Class 21 contains 68653 members 
Mstep: Class 22 contains 3584 members 
Mstep: Class 23 contains 9200 members 
Mstep: Class 24 contains 17636 members 
Mstep: Class 25 contains 658 members 
Mstep: Class 26 contains 31657 members 
Mstep: Class 27 contains 11858 members 
Mstep: Class 28 contains 18015 members 
Mstep: Class 29 contains 64500 members 
Mstep: Class 30 contains 18257 members 
Mstep: Class 31 contains 14792 members 
Mstep: Class 32 contains 6344 members 
Mstep: Class 33 contains 6675 members 
Mstep: Class 34 contains 8810 members 
Mstep: Class 35 contains 58668 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100231728.000000 Penalty: 77451.398438
Iteration 60F: 36 clusters Score -1.002317e+08 nChanged 2959
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 12756 members 
Mstep: Class 2 contains 502 members 
Mstep: Class 3 contains 13845 members 
Mstep: Class 4 contains 3555 members 
Mstep: Class 5 contains 20590 members 
Mstep: Class 6 contains 94989 members 
Mstep: Class 7 contains 2797 members 
Mstep: Class 8 contains 156636 members 
Mstep: Class 9 contains 5423 members 
Mstep: Class 10 contains 4347 members 
Mstep: Class 11 contains 8916 members 
Mstep: Class 12 contains 2908 members 
Mstep: Class 13 contains 2201 members 
Mstep: Class 14 contains 7275 members 
Mstep: Class 15 contains 42732 members 
Mstep: Class 16 contains 35192 members 
Mstep: Class 17 contains 40063 members 
Mstep: Class 18 contains 13674 members 
Mstep: Class 19 contains 7394 members 
Mstep: Class 20 contains 5763 members 
Mstep: Class 21 contains 68729 members 
Mstep: Class 22 contains 3610 members 
Mstep: Class 23 contains 9206 members 
Mstep: Class 24 contains 17646 members 
Mstep: Class 25 contains 659 members 
Mstep: Class 26 contains 31672 members 
Mstep: Class 27 contains 11839 members 
Mstep: Class 28 contains 18303 members 
Mstep: Class 29 contains 63627 members 
Mstep: Class 30 contains 18196 members 
Mstep: Class 31 contains 15322 members 
Mstep: Class 32 contains 6158 members 
Mstep: Class 33 contains 6640 members 
Mstep: Class 34 contains 8888 members 
Mstep: Class 35 contains 58523 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100232736.000000 Penalty: 77451.398438
Iteration 61Q: 36 clusters Score -1.002327e+08 nChanged 3002
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 12751 members 
Mstep: Class 2 contains 505 members 
Mstep: Class 3 contains 14080 members 
Mstep: Class 4 contains 3504 members 
Mstep: Class 5 contains 20922 members 
Mstep: Class 6 contains 94872 members 
Mstep: Class 7 contains 2797 members 
Mstep: Class 8 contains 156678 members 
Mstep: Class 9 contains 5432 members 
Mstep: Class 10 contains 4419 members 
Mstep: Class 11 contains 8920 members 
Mstep: Class 12 contains 2916 members 
Mstep: Class 13 contains 2227 members 
Mstep: Class 14 contains 7289 members 
Mstep: Class 15 contains 42677 members 
Mstep: Class 16 contains 35171 members 
Mstep: Class 17 contains 39822 members 
Mstep: Class 18 contains 13674 members 
Mstep: Class 19 contains 7459 members 
Mstep: Class 20 contains 5796 members 
Mstep: Class 21 contains 68776 members 
Mstep: Class 22 contains 3637 members 
Mstep: Class 23 contains 9220 members 
Mstep: Class 24 contains 17657 members 
Mstep: Class 25 contains 657 members 
Mstep: Class 26 contains 31690 members 
Mstep: Class 27 contains 11822 members 
Mstep: Class 28 contains 18500 members 
Mstep: Class 29 contains 62769 members 
Mstep: Class 30 contains 18194 members 
Mstep: Class 31 contains 15723 members 
Mstep: Class 32 contains 6065 members 
Mstep: Class 33 contains 6607 members 
Mstep: Class 34 contains 8944 members 
Mstep: Class 35 contains 58404 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100233344.000000 Penalty: 77451.398438
Iteration 62Q: 36 clusters Score -1.002333e+08 nChanged 2719
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 12747 members 
Mstep: Class 2 contains 513 members 
Mstep: Class 3 contains 14296 members 
Mstep: Class 4 contains 3483 members 
Mstep: Class 5 contains 21295 members 
Mstep: Class 6 contains 94765 members 
Mstep: Class 7 contains 2794 members 
Mstep: Class 8 contains 156728 members 
Mstep: Class 9 contains 5435 members 
Mstep: Class 10 contains 4471 members 
Mstep: Class 11 contains 8920 members 
Mstep: Class 12 contains 2932 members 
Mstep: Class 13 contains 2252 members 
Mstep: Class 14 contains 7295 members 
Mstep: Class 15 contains 42629 members 
Mstep: Class 16 contains 35167 members 
Mstep: Class 17 contains 39602 members 
Mstep: Class 18 contains 13673 members 
Mstep: Class 19 contains 7495 members 
Mstep: Class 20 contains 5812 members 
Mstep: Class 21 contains 68840 members 
Mstep: Class 22 contains 3670 members 
Mstep: Class 23 contains 9231 members 
Mstep: Class 24 contains 17666 members 
Mstep: Class 25 contains 658 members 
Mstep: Class 26 contains 31692 members 
Mstep: Class 27 contains 11801 members 
Mstep: Class 28 contains 18657 members 
Mstep: Class 29 contains 61912 members 
Mstep: Class 30 contains 18202 members 
Mstep: Class 31 contains 16050 members 
Mstep: Class 32 contains 6014 members 
Mstep: Class 33 contains 6587 members 
Mstep: Class 34 contains 8991 members 
Mstep: Class 35 contains 58301 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100233616.000000 Penalty: 77451.398438
Iteration 63Q: 36 clusters Score -1.002336e+08 nChanged 2496
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 12743 members 
Mstep: Class 2 contains 520 members 
Mstep: Class 3 contains 14490 members 
Mstep: Class 4 contains 3465 members 
Mstep: Class 5 contains 21615 members 
Mstep: Class 6 contains 94645 members 
Mstep: Class 7 contains 2793 members 
Mstep: Class 8 contains 156802 members 
Mstep: Class 9 contains 5432 members 
Mstep: Class 10 contains 4525 members 
Mstep: Class 11 contains 8925 members 
Mstep: Class 12 contains 2951 members 
Mstep: Class 13 contains 2271 members 
Mstep: Class 14 contains 7304 members 
Mstep: Class 15 contains 42572 members 
Mstep: Class 16 contains 35139 members 
Mstep: Class 17 contains 39399 members 
Mstep: Class 18 contains 13672 members 
Mstep: Class 19 contains 7523 members 
Mstep: Class 20 contains 5840 members 
Mstep: Class 21 contains 68934 members 
Mstep: Class 22 contains 3719 members 
Mstep: Class 23 contains 9237 members 
Mstep: Class 24 contains 17674 members 
Mstep: Class 25 contains 657 members 
Mstep: Class 26 contains 31686 members 
Mstep: Class 27 contains 11795 members 
Mstep: Class 28 contains 18752 members 
Mstep: Class 29 contains 61103 members 
Mstep: Class 30 contains 18234 members 
Mstep: Class 31 contains 16376 members 
Mstep: Class 32 contains 5962 members 
Mstep: Class 33 contains 6553 members 
Mstep: Class 34 contains 9053 members 
Mstep: Class 35 contains 58215 members 
Entering Unmasked Estep 
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Iteration 64Q: 36 clusters Score -1.002341e+08 nChanged 2415
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 12737 members 
Mstep: Class 2 contains 522 members 
Mstep: Class 3 contains 14703 members 
Mstep: Class 4 contains 3462 members 
Mstep: Class 5 contains 21937 members 
Mstep: Class 6 contains 94547 members 
Mstep: Class 7 contains 2792 members 
Mstep: Class 8 contains 156869 members 
Mstep: Class 9 contains 5430 members 
Mstep: Class 10 contains 4567 members 
Mstep: Class 11 contains 8928 members 
Mstep: Class 12 contains 2969 members 
Mstep: Class 13 contains 2299 members 
Mstep: Class 14 contains 7309 members 
Mstep: Class 15 contains 42521 members 
Mstep: Class 16 contains 35106 members 
Mstep: Class 17 contains 39207 members 
Mstep: Class 18 contains 13671 members 
Mstep: Class 19 contains 7541 members 
Mstep: Class 20 contains 5867 members 
Mstep: Class 21 contains 68996 members 
Mstep: Class 22 contains 3770 members 
Mstep: Class 23 contains 9250 members 
Mstep: Class 24 contains 17689 members 
Mstep: Class 25 contains 658 members 
Mstep: Class 26 contains 31664 members 
Mstep: Class 27 contains 11794 members 
Mstep: Class 28 contains 18806 members 
Mstep: Class 29 contains 60326 members 
Mstep: Class 30 contains 18278 members 
Mstep: Class 31 contains 16691 members 
Mstep: Class 32 contains 5891 members 
Mstep: Class 33 contains 6516 members 
Mstep: Class 34 contains 9120 members 
Mstep: Class 35 contains 58143 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 65Q: 36 clusters Score -1.00234e+08 nChanged 2282
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 12733 members 
Mstep: Class 2 contains 525 members 
Mstep: Class 3 contains 14919 members 
Mstep: Class 4 contains 3464 members 
Mstep: Class 5 contains 22276 members 
Mstep: Class 6 contains 94442 members 
Mstep: Class 7 contains 2788 members 
Mstep: Class 8 contains 156922 members 
Mstep: Class 9 contains 5429 members 
Mstep: Class 10 contains 4604 members 
Mstep: Class 11 contains 8928 members 
Mstep: Class 12 contains 2985 members 
Mstep: Class 13 contains 2329 members 
Mstep: Class 14 contains 7322 members 
Mstep: Class 15 contains 42468 members 
Mstep: Class 16 contains 35073 members 
Mstep: Class 17 contains 39007 members 
Mstep: Class 18 contains 13674 members 
Mstep: Class 19 contains 7549 members 
Mstep: Class 20 contains 5910 members 
Mstep: Class 21 contains 69045 members 
Mstep: Class 22 contains 3822 members 
Mstep: Class 23 contains 9261 members 
Mstep: Class 24 contains 17700 members 
Mstep: Class 25 contains 658 members 
Mstep: Class 26 contains 31638 members 
Mstep: Class 27 contains 11795 members 
Mstep: Class 28 contains 18842 members 
Mstep: Class 29 contains 59544 members 
Mstep: Class 30 contains 18339 members 
Mstep: Class 31 contains 17010 members 
Mstep: Class 32 contains 5803 members 
Mstep: Class 33 contains 6500 members 
Mstep: Class 34 contains 9186 members 
Mstep: Class 35 contains 58086 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 66Q: 36 clusters Score -1.002343e+08 nChanged 2166
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 12729 members 
Mstep: Class 2 contains 531 members 
Mstep: Class 3 contains 15153 members 
Mstep: Class 4 contains 3464 members 
Mstep: Class 5 contains 22613 members 
Mstep: Class 6 contains 94350 members 
Mstep: Class 7 contains 2788 members 
Mstep: Class 8 contains 156950 members 
Mstep: Class 9 contains 5432 members 
Mstep: Class 10 contains 4623 members 
Mstep: Class 11 contains 8930 members 
Mstep: Class 12 contains 3008 members 
Mstep: Class 13 contains 2369 members 
Mstep: Class 14 contains 7317 members 
Mstep: Class 15 contains 42419 members 
Mstep: Class 16 contains 35046 members 
Mstep: Class 17 contains 38803 members 
Mstep: Class 18 contains 13674 members 
Mstep: Class 19 contains 7561 members 
Mstep: Class 20 contains 5936 members 
Mstep: Class 21 contains 69041 members 
Mstep: Class 22 contains 3877 members 
Mstep: Class 23 contains 9275 members 
Mstep: Class 24 contains 17710 members 
Mstep: Class 25 contains 659 members 
Mstep: Class 26 contains 31616 members 
Mstep: Class 27 contains 11787 members 
Mstep: Class 28 contains 18883 members 
Mstep: Class 29 contains 58791 members 
Mstep: Class 30 contains 18421 members 
Mstep: Class 31 contains 17324 members 
Mstep: Class 32 contains 5731 members 
Mstep: Class 33 contains 6492 members 
Mstep: Class 34 contains 9238 members 
Mstep: Class 35 contains 58035 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100234360.000000 Penalty: 77451.398438
Iteration 67Q: 36 clusters Score -1.002344e+08 nChanged 2149
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 12727 members 
Mstep: Class 2 contains 536 members 
Mstep: Class 3 contains 15367 members 
Mstep: Class 4 contains 3461 members 
Mstep: Class 5 contains 22925 members 
Mstep: Class 6 contains 94245 members 
Mstep: Class 7 contains 2788 members 
Mstep: Class 8 contains 156982 members 
Mstep: Class 9 contains 5433 members 
Mstep: Class 10 contains 4642 members 
Mstep: Class 11 contains 8931 members 
Mstep: Class 12 contains 3033 members 
Mstep: Class 13 contains 2411 members 
Mstep: Class 14 contains 7325 members 
Mstep: Class 15 contains 42371 members 
Mstep: Class 16 contains 35007 members 
Mstep: Class 17 contains 38615 members 
Mstep: Class 18 contains 13676 members 
Mstep: Class 19 contains 7570 members 
Mstep: Class 20 contains 5977 members 
Mstep: Class 21 contains 69047 members 
Mstep: Class 22 contains 3940 members 
Mstep: Class 23 contains 9283 members 
Mstep: Class 24 contains 17729 members 
Mstep: Class 25 contains 659 members 
Mstep: Class 26 contains 31590 members 
Mstep: Class 27 contains 11791 members 
Mstep: Class 28 contains 18916 members 
Mstep: Class 29 contains 58055 members 
Mstep: Class 30 contains 18498 members 
Mstep: Class 31 contains 17644 members 
Mstep: Class 32 contains 5638 members 
Mstep: Class 33 contains 6492 members 
Mstep: Class 34 contains 9283 members 
Mstep: Class 35 contains 57989 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100234240.000000 Penalty: 77451.398438
Iteration 68Q: 36 clusters Score -1.002342e+08 nChanged 2143
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 12725 members 
Mstep: Class 2 contains 539 members 
Mstep: Class 3 contains 15623 members 
Mstep: Class 4 contains 3460 members 
Mstep: Class 5 contains 23182 members 
Mstep: Class 6 contains 94162 members 
Mstep: Class 7 contains 2788 members 
Mstep: Class 8 contains 156990 members 
Mstep: Class 9 contains 5436 members 
Mstep: Class 10 contains 4667 members 
Mstep: Class 11 contains 8934 members 
Mstep: Class 12 contains 3053 members 
Mstep: Class 13 contains 2464 members 
Mstep: Class 14 contains 7329 members 
Mstep: Class 15 contains 42329 members 
Mstep: Class 16 contains 34974 members 
Mstep: Class 17 contains 38427 members 
Mstep: Class 18 contains 13677 members 
Mstep: Class 19 contains 7575 members 
Mstep: Class 20 contains 6008 members 
Mstep: Class 21 contains 68981 members 
Mstep: Class 22 contains 4023 members 
Mstep: Class 23 contains 9287 members 
Mstep: Class 24 contains 17750 members 
Mstep: Class 25 contains 659 members 
Mstep: Class 26 contains 31573 members 
Mstep: Class 27 contains 11792 members 
Mstep: Class 28 contains 18951 members 
Mstep: Class 29 contains 57358 members 
Mstep: Class 30 contains 18579 members 
Mstep: Class 31 contains 17995 members 
Mstep: Class 32 contains 5513 members 
Mstep: Class 33 contains 6495 members 
Mstep: Class 34 contains 9322 members 
Mstep: Class 35 contains 57956 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100234632.000000 Penalty: 77451.398438
Iteration 69Q: 36 clusters Score -1.002346e+08 nChanged 2172
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 12725 members 
Mstep: Class 2 contains 542 members 
Mstep: Class 3 contains 15859 members 
Mstep: Class 4 contains 3460 members 
Mstep: Class 5 contains 23412 members 
Mstep: Class 6 contains 94092 members 
Mstep: Class 7 contains 2788 members 
Mstep: Class 8 contains 157010 members 
Mstep: Class 9 contains 5442 members 
Mstep: Class 10 contains 4680 members 
Mstep: Class 11 contains 8936 members 
Mstep: Class 12 contains 3073 members 
Mstep: Class 13 contains 2514 members 
Mstep: Class 14 contains 7338 members 
Mstep: Class 15 contains 42274 members 
Mstep: Class 16 contains 34955 members 
Mstep: Class 17 contains 38236 members 
Mstep: Class 18 contains 13677 members 
Mstep: Class 19 contains 7578 members 
Mstep: Class 20 contains 6035 members 
Mstep: Class 21 contains 68928 members 
Mstep: Class 22 contains 4138 members 
Mstep: Class 23 contains 9288 members 
Mstep: Class 24 contains 17769 members 
Mstep: Class 25 contains 659 members 
Mstep: Class 26 contains 31548 members 
Mstep: Class 27 contains 11783 members 
Mstep: Class 28 contains 18979 members 
Mstep: Class 29 contains 56679 members 
Mstep: Class 30 contains 18655 members 
Mstep: Class 31 contains 18379 members 
Mstep: Class 32 contains 5363 members 
Mstep: Class 33 contains 6495 members 
Mstep: Class 34 contains 9371 members 
Mstep: Class 35 contains 57916 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100235312.000000 Penalty: 77451.398438
Iteration 70Q: 36 clusters Score -1.002353e+08 nChanged 2169
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 12727 members 
Mstep: Class 2 contains 543 members 
Mstep: Class 3 contains 16088 members 
Mstep: Class 4 contains 3463 members 
Mstep: Class 5 contains 23608 members 
Mstep: Class 6 contains 94033 members 
Mstep: Class 7 contains 2788 members 
Mstep: Class 8 contains 157031 members 
Mstep: Class 9 contains 5445 members 
Mstep: Class 10 contains 4695 members 
Mstep: Class 11 contains 8937 members 
Mstep: Class 12 contains 3088 members 
Mstep: Class 13 contains 2567 members 
Mstep: Class 14 contains 7349 members 
Mstep: Class 15 contains 42213 members 
Mstep: Class 16 contains 34924 members 
Mstep: Class 17 contains 38026 members 
Mstep: Class 18 contains 13677 members 
Mstep: Class 19 contains 7581 members 
Mstep: Class 20 contains 6071 members 
Mstep: Class 21 contains 68864 members 
Mstep: Class 22 contains 4246 members 
Mstep: Class 23 contains 9296 members 
Mstep: Class 24 contains 17789 members 
Mstep: Class 25 contains 658 members 
Mstep: Class 26 contains 31528 members 
Mstep: Class 27 contains 11781 members 
Mstep: Class 28 contains 19020 members 
Mstep: Class 29 contains 56003 members 
Mstep: Class 30 contains 18722 members 
Mstep: Class 31 contains 18777 members 
Mstep: Class 32 contains 5245 members 
Mstep: Class 33 contains 6498 members 
Mstep: Class 34 contains 9413 members 
Mstep: Class 35 contains 57882 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100235712.000000 Penalty: 77451.398438
Iteration 71Q: 36 clusters Score -1.002357e+08 nChanged 2134
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 12727 members 
Mstep: Class 2 contains 546 members 
Mstep: Class 3 contains 16328 members 
Mstep: Class 4 contains 3463 members 
Mstep: Class 5 contains 23764 members 
Mstep: Class 6 contains 93977 members 
Mstep: Class 7 contains 2788 members 
Mstep: Class 8 contains 157064 members 
Mstep: Class 9 contains 5453 members 
Mstep: Class 10 contains 4715 members 
Mstep: Class 11 contains 8938 members 
Mstep: Class 12 contains 3097 members 
Mstep: Class 13 contains 2644 members 
Mstep: Class 14 contains 7365 members 
Mstep: Class 15 contains 42151 members 
Mstep: Class 16 contains 34887 members 
Mstep: Class 17 contains 37828 members 
Mstep: Class 18 contains 13678 members 
Mstep: Class 19 contains 7583 members 
Mstep: Class 20 contains 6100 members 
Mstep: Class 21 contains 68769 members 
Mstep: Class 22 contains 4348 members 
Mstep: Class 23 contains 9307 members 
Mstep: Class 24 contains 17814 members 
Mstep: Class 25 contains 658 members 
Mstep: Class 26 contains 31495 members 
Mstep: Class 27 contains 11756 members 
Mstep: Class 28 contains 19056 members 
Mstep: Class 29 contains 55325 members 
Mstep: Class 30 contains 18784 members 
Mstep: Class 31 contains 19239 members 
Mstep: Class 32 contains 5144 members 
Mstep: Class 33 contains 6491 members 
Mstep: Class 34 contains 9442 members 
Mstep: Class 35 contains 57852 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100235936.000000 Penalty: 77451.398438
Iteration 72Q: 36 clusters Score -1.002359e+08 nChanged 2124
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 12724 members 
Mstep: Class 2 contains 549 members 
Mstep: Class 3 contains 16595 members 
Mstep: Class 4 contains 3463 members 
Mstep: Class 5 contains 23872 members 
Mstep: Class 6 contains 93928 members 
Mstep: Class 7 contains 2788 members 
Mstep: Class 8 contains 157093 members 
Mstep: Class 9 contains 5467 members 
Mstep: Class 10 contains 4752 members 
Mstep: Class 11 contains 8939 members 
Mstep: Class 12 contains 3107 members 
Mstep: Class 13 contains 2695 members 
Mstep: Class 14 contains 7382 members 
Mstep: Class 15 contains 42097 members 
Mstep: Class 16 contains 34868 members 
Mstep: Class 17 contains 37650 members 
Mstep: Class 18 contains 13679 members 
Mstep: Class 19 contains 7584 members 
Mstep: Class 20 contains 6120 members 
Mstep: Class 21 contains 68592 members 
Mstep: Class 22 contains 4422 members 
Mstep: Class 23 contains 9319 members 
Mstep: Class 24 contains 17839 members 
Mstep: Class 25 contains 658 members 
Mstep: Class 26 contains 31458 members 
Mstep: Class 27 contains 11744 members 
Mstep: Class 28 contains 19086 members 
Mstep: Class 29 contains 54651 members 
Mstep: Class 30 contains 18867 members 
Mstep: Class 31 contains 19726 members 
Mstep: Class 32 contains 5081 members 
Mstep: Class 33 contains 6482 members 
Mstep: Class 34 contains 9470 members 
Mstep: Class 35 contains 57829 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100236200.000000 Penalty: 77451.398438
Iteration 73Q: 36 clusters Score -1.002362e+08 nChanged 2026
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 12716 members 
Mstep: Class 2 contains 551 members 
Mstep: Class 3 contains 16831 members 
Mstep: Class 4 contains 3463 members 
Mstep: Class 5 contains 23980 members 
Mstep: Class 6 contains 93882 members 
Mstep: Class 7 contains 2788 members 
Mstep: Class 8 contains 157096 members 
Mstep: Class 9 contains 5470 members 
Mstep: Class 10 contains 4778 members 
Mstep: Class 11 contains 8942 members 
Mstep: Class 12 contains 3116 members 
Mstep: Class 13 contains 2748 members 
Mstep: Class 14 contains 7402 members 
Mstep: Class 15 contains 42057 members 
Mstep: Class 16 contains 34860 members 
Mstep: Class 17 contains 37472 members 
Mstep: Class 18 contains 13679 members 
Mstep: Class 19 contains 7588 members 
Mstep: Class 20 contains 6141 members 
Mstep: Class 21 contains 68414 members 
Mstep: Class 22 contains 4478 members 
Mstep: Class 23 contains 9332 members 
Mstep: Class 24 contains 17860 members 
Mstep: Class 25 contains 658 members 
Mstep: Class 26 contains 31408 members 
Mstep: Class 27 contains 11732 members 
Mstep: Class 28 contains 19121 members 
Mstep: Class 29 contains 53993 members 
Mstep: Class 30 contains 18959 members 
Mstep: Class 31 contains 20263 members 
Mstep: Class 32 contains 5032 members 
Mstep: Class 33 contains 6474 members 
Mstep: Class 34 contains 9495 members 
Mstep: Class 35 contains 57797 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100236704.000000 Penalty: 77451.398438
Iteration 74Q: 36 clusters Score -1.002367e+08 nChanged 2065
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 12714 members 
Mstep: Class 2 contains 552 members 
Mstep: Class 3 contains 17120 members 
Mstep: Class 4 contains 3463 members 
Mstep: Class 5 contains 24093 members 
Mstep: Class 6 contains 93845 members 
Mstep: Class 7 contains 2788 members 
Mstep: Class 8 contains 157094 members 
Mstep: Class 9 contains 5473 members 
Mstep: Class 10 contains 4816 members 
Mstep: Class 11 contains 8942 members 
Mstep: Class 12 contains 3124 members 
Mstep: Class 13 contains 2801 members 
Mstep: Class 14 contains 7422 members 
Mstep: Class 15 contains 42003 members 
Mstep: Class 16 contains 34851 members 
Mstep: Class 17 contains 37292 members 
Mstep: Class 18 contains 13679 members 
Mstep: Class 19 contains 7594 members 
Mstep: Class 20 contains 6169 members 
Mstep: Class 21 contains 68175 members 
Mstep: Class 22 contains 4517 members 
Mstep: Class 23 contains 9350 members 
Mstep: Class 24 contains 17881 members 
Mstep: Class 25 contains 658 members 
Mstep: Class 26 contains 31329 members 
Mstep: Class 27 contains 11738 members 
Mstep: Class 28 contains 19146 members 
Mstep: Class 29 contains 53286 members 
Mstep: Class 30 contains 19051 members 
Mstep: Class 31 contains 20848 members 
Mstep: Class 32 contains 5018 members 
Mstep: Class 33 contains 6464 members 
Mstep: Class 34 contains 9512 members 
Mstep: Class 35 contains 57768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100236736.000000 Penalty: 77451.398438
Iteration 75Q: 36 clusters Score -1.002367e+08 nChanged 2093
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 12717 members 
Mstep: Class 2 contains 553 members 
Mstep: Class 3 contains 17416 members 
Mstep: Class 4 contains 3462 members 
Mstep: Class 5 contains 24189 members 
Mstep: Class 6 contains 93793 members 
Mstep: Class 7 contains 2788 members 
Mstep: Class 8 contains 157111 members 
Mstep: Class 9 contains 5487 members 
Mstep: Class 10 contains 4844 members 
Mstep: Class 11 contains 8945 members 
Mstep: Class 12 contains 3130 members 
Mstep: Class 13 contains 2854 members 
Mstep: Class 14 contains 7439 members 
Mstep: Class 15 contains 41961 members 
Mstep: Class 16 contains 34846 members 
Mstep: Class 17 contains 37119 members 
Mstep: Class 18 contains 13679 members 
Mstep: Class 19 contains 7594 members 
Mstep: Class 20 contains 6194 members 
Mstep: Class 21 contains 67922 members 
Mstep: Class 22 contains 4550 members 
Mstep: Class 23 contains 9368 members 
Mstep: Class 24 contains 17908 members 
Mstep: Class 25 contains 658 members 
Mstep: Class 26 contains 31247 members 
Mstep: Class 27 contains 11751 members 
Mstep: Class 28 contains 19171 members 
Mstep: Class 29 contains 52595 members 
Mstep: Class 30 contains 19136 members 
Mstep: Class 31 contains 21432 members 
Mstep: Class 32 contains 5002 members 
Mstep: Class 33 contains 6451 members 
Mstep: Class 34 contains 9525 members 
Mstep: Class 35 contains 57739 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100236808.000000 Penalty: 77451.398438
Iteration 76Q: 36 clusters Score -1.002368e+08 nChanged 2079
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 12720 members 
Mstep: Class 2 contains 555 members 
Mstep: Class 3 contains 17705 members 
Mstep: Class 4 contains 3463 members 
Mstep: Class 5 contains 24299 members 
Mstep: Class 6 contains 93736 members 
Mstep: Class 7 contains 2788 members 
Mstep: Class 8 contains 157122 members 
Mstep: Class 9 contains 5489 members 
Mstep: Class 10 contains 4875 members 
Mstep: Class 11 contains 8948 members 
Mstep: Class 12 contains 3135 members 
Mstep: Class 13 contains 2898 members 
Mstep: Class 14 contains 7455 members 
Mstep: Class 15 contains 41918 members 
Mstep: Class 16 contains 34832 members 
Mstep: Class 17 contains 36950 members 
Mstep: Class 18 contains 13680 members 
Mstep: Class 19 contains 7599 members 
Mstep: Class 20 contains 6227 members 
Mstep: Class 21 contains 67637 members 
Mstep: Class 22 contains 4578 members 
Mstep: Class 23 contains 9383 members 
Mstep: Class 24 contains 17937 members 
Mstep: Class 25 contains 658 members 
Mstep: Class 26 contains 31156 members 
Mstep: Class 27 contains 11754 members 
Mstep: Class 28 contains 19194 members 
Mstep: Class 29 contains 51946 members 
Mstep: Class 30 contains 19228 members 
Mstep: Class 31 contains 22046 members 
Mstep: Class 32 contains 4990 members 
Mstep: Class 33 contains 6433 members 
Mstep: Class 34 contains 9541 members 
Mstep: Class 35 contains 57701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100237160.000000 Penalty: 77451.398438
Iteration 77Q: 36 clusters Score -1.002372e+08 nChanged 2026
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 12722 members 
Mstep: Class 2 contains 556 members 
Mstep: Class 3 contains 17970 members 
Mstep: Class 4 contains 3461 members 
Mstep: Class 5 contains 24407 members 
Mstep: Class 6 contains 93689 members 
Mstep: Class 7 contains 2788 members 
Mstep: Class 8 contains 157126 members 
Mstep: Class 9 contains 5493 members 
Mstep: Class 10 contains 4895 members 
Mstep: Class 11 contains 8951 members 
Mstep: Class 12 contains 3139 members 
Mstep: Class 13 contains 2954 members 
Mstep: Class 14 contains 7485 members 
Mstep: Class 15 contains 41884 members 
Mstep: Class 16 contains 34832 members 
Mstep: Class 17 contains 36774 members 
Mstep: Class 18 contains 13681 members 
Mstep: Class 19 contains 7601 members 
Mstep: Class 20 contains 6241 members 
Mstep: Class 21 contains 67352 members 
Mstep: Class 22 contains 4598 members 
Mstep: Class 23 contains 9405 members 
Mstep: Class 24 contains 17962 members 
Mstep: Class 25 contains 658 members 
Mstep: Class 26 contains 31082 members 
Mstep: Class 27 contains 11769 members 
Mstep: Class 28 contains 19223 members 
Mstep: Class 29 contains 51256 members 
Mstep: Class 30 contains 19337 members 
Mstep: Class 31 contains 22653 members 
Mstep: Class 32 contains 4986 members 
Mstep: Class 33 contains 6430 members 
Mstep: Class 34 contains 9556 members 
Mstep: Class 35 contains 57660 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100237488.000000 Penalty: 77451.398438
Iteration 78Q: 36 clusters Score -1.002375e+08 nChanged 1957
Entering ConstructFrom: 
Score: -100237488.000000 Penalty: 77451.398438
Entering ConstructFrom: 
Trying to split cluster 1 (12722 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12722 members 
Entering Unmasked Estep 
Score: -1608703.250000 Penalty: 1535.801758
	Iteration 0F: 2 clusters Score -1608703 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6403 members 
Mstep: Class 2 contains 6319 members 
Entering Unmasked Estep 
Score: -1599755.500000 Penalty: 3071.603516
	Iteration 0F: 3 clusters Score -1599756 nChanged 5681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6542 members 
Mstep: Class 2 contains 6180 members 
Entering Unmasked Estep 
Score: -1602851.500000 Penalty: 3071.603516
	Iteration 1F: 3 clusters Score -1602852 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6593 members 
Mstep: Class 2 contains 6129 members 
Entering Unmasked Estep 
Score: -1603200.750000 Penalty: 3071.603516
	Iteration 2F: 3 clusters Score -1603201 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6710 members 
Mstep: Class 2 contains 6012 members 
Entering Unmasked Estep 
Score: -1603540.750000 Penalty: 3071.603516
	Iteration 3F: 3 clusters Score -1603541 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6872 members 
Mstep: Class 2 contains 5850 members 
Entering Unmasked Estep 
Score: -1603985.250000 Penalty: 3071.603516
	Iteration 4Q: 3 clusters Score -1603985 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7050 members 
Mstep: Class 2 contains 5672 members 
Entering Unmasked Estep 
Score: -1604704.750000 Penalty: 3071.603516
	Iteration 5F: 3 clusters Score -1604705 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7117 members 
Mstep: Class 2 contains 5605 members 
Entering Unmasked Estep 
Score: -1605293.000000 Penalty: 3071.603516
	Iteration 6F: 3 clusters Score -1605293 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7144 members 
Mstep: Class 2 contains 5578 members 
Entering Unmasked Estep 
Score: -1605735.875000 Penalty: 3071.603516
	Iteration 7F: 3 clusters Score -1605736 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7118 members 
Mstep: Class 2 contains 5604 members 
Entering Unmasked Estep 
Score: -1606062.750000 Penalty: 3071.603516
	Iteration 8Q: 3 clusters Score -1606063 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7083 members 
Mstep: Class 2 contains 5639 members 
Entering Unmasked Estep 
Score: -1606304.625000 Penalty: 3071.603516
	Iteration 9Q: 3 clusters Score -1606305 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7045 members 
Mstep: Class 2 contains 5677 members 
Entering Unmasked Estep 
Score: -1606500.125000 Penalty: 3071.603516
	Iteration 10Q: 3 clusters Score -1606500 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7009 members 
Mstep: Class 2 contains 5713 members 
Entering Unmasked Estep 
Score: -1606666.750000 Penalty: 3071.603516
	Iteration 11Q: 3 clusters Score -1606667 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6928 members 
Mstep: Class 2 contains 5794 members 
Entering Unmasked Estep 
Score: -1606807.125000 Penalty: 3071.603516
	Iteration 12Q: 3 clusters Score -1606807 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6848 members 
Mstep: Class 2 contains 5874 members 
Entering Unmasked Estep 
Score: -1606941.750000 Penalty: 3071.603516
	Iteration 13Q: 3 clusters Score -1606942 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6780 members 
Mstep: Class 2 contains 5942 members 
Entering Unmasked Estep 
Score: -1607041.125000 Penalty: 3071.603516
	Iteration 14Q: 3 clusters Score -1607041 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6707 members 
Mstep: Class 2 contains 6015 members 
Entering Unmasked Estep 
Score: -1607134.375000 Penalty: 3071.603516
	Iteration 15Q: 3 clusters Score -1607134 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6641 members 
Mstep: Class 2 contains 6081 members 
Entering Unmasked Estep 
Score: -1607220.125000 Penalty: 3071.603516
	Iteration 16Q: 3 clusters Score -1607220 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6594 members 
Mstep: Class 2 contains 6128 members 
Entering Unmasked Estep 
Score: -1607292.750000 Penalty: 3071.603516
	Iteration 17Q: 3 clusters Score -1607293 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6560 members 
Mstep: Class 2 contains 6162 members 
Entering Unmasked Estep 
Score: -1607360.125000 Penalty: 3071.603516
	Iteration 18Q: 3 clusters Score -1607360 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6527 members 
Mstep: Class 2 contains 6195 members 
Entering Unmasked Estep 
Score: -1607409.125000 Penalty: 3071.603516
	Iteration 19Q: 3 clusters Score -1607409 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6478 members 
Mstep: Class 2 contains 6244 members 
Entering Unmasked Estep 
Score: -1607461.000000 Penalty: 3071.603516
	Iteration 20F: 3 clusters Score -1607461 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6431 members 
Mstep: Class 2 contains 6291 members 
Entering Unmasked Estep 
Score: -1607500.125000 Penalty: 3071.603516
	Iteration 21Q: 3 clusters Score -1607500 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6379 members 
Mstep: Class 2 contains 6343 members 
Entering Unmasked Estep 
Score: -1607546.875000 Penalty: 3071.603516
	Iteration 22Q: 3 clusters Score -1607547 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6312 members 
Mstep: Class 2 contains 6410 members 
Entering Unmasked Estep 
Score: -1607590.000000 Penalty: 3071.603516
	Iteration 23Q: 3 clusters Score -1607590 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6243 members 
Mstep: Class 2 contains 6479 members 
Entering Unmasked Estep 
Score: -1607620.375000 Penalty: 3071.603516
	Iteration 24Q: 3 clusters Score -1607620 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6183 members 
Mstep: Class 2 contains 6539 members 
Entering Unmasked Estep 
Score: -1607649.500000 Penalty: 3071.603516
	Iteration 25Q: 3 clusters Score -1607650 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6106 members 
Mstep: Class 2 contains 6616 members 
Entering Unmasked Estep 
Score: -1607675.750000 Penalty: 3071.603516
	Iteration 26Q: 3 clusters Score -1607676 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6018 members 
Mstep: Class 2 contains 6704 members 
Entering Unmasked Estep 
Score: -1607708.750000 Penalty: 3071.603516
	Iteration 27Q: 3 clusters Score -1607709 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5930 members 
Mstep: Class 2 contains 6792 members 
Entering Unmasked Estep 
Score: -1607736.500000 Penalty: 3071.603516
	Iteration 28Q: 3 clusters Score -1607736 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5834 members 
Mstep: Class 2 contains 6888 members 
Entering Unmasked Estep 
Score: -1607776.625000 Penalty: 3071.603516
	Iteration 29Q: 3 clusters Score -1607777 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5746 members 
Mstep: Class 2 contains 6976 members 
Entering Unmasked Estep 
Score: -1607803.250000 Penalty: 3071.603516
	Iteration 30Q: 3 clusters Score -1607803 nChanged 100
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 7070 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 5557 members 
Mstep: Class 2 contains 7165 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -1607858 nChanged 92
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Mstep: Class 1 contains 5469 members 
Mstep: Class 2 contains 7253 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -1607887 nChanged 96
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Mstep: Class 1 contains 5377 members 
Mstep: Class 2 contains 7345 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -1607914 nChanged 95
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Mstep: Class 1 contains 5282 members 
Mstep: Class 2 contains 7440 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -1607942 nChanged 108
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Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 7548 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -1607962 nChanged 114
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Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 7662 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -1607988 nChanged 103
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Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 7765 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -1608011 nChanged 99
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Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 7862 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -1608036 nChanged 92
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Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 7954 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -1608056 nChanged 90
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Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 8040 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -1608073 nChanged 81
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Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 8121 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -1608090 nChanged 77
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Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 8196 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -1608102 nChanged 61
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Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 8257 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -1608114 nChanged 63
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Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 8320 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -1608129 nChanged 76
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Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 8396 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -1608150 nChanged 77
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Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 8473 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -1608162 nChanged 78
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Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 8547 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -1608176 nChanged 69
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Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 8616 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -1608194 nChanged 68
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Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 8684 members 
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	Iteration 50Q: 3 clusters Score -1608209 nChanged 59
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Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 8743 members 
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	Iteration 51Q: 3 clusters Score -1608216 nChanged 63
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Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 8806 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -1608233 nChanged 72
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Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 8878 members 
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	Iteration 53Q: 3 clusters Score -1608248 nChanged 68
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Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 8946 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -1608266 nChanged 66
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Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 9010 members 
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	Iteration 55Q: 3 clusters Score -1608274 nChanged 73
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Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 9083 members 
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	Iteration 56Q: 3 clusters Score -1608292 nChanged 70
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Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 9153 members 
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	Iteration 57Q: 3 clusters Score -1608306 nChanged 82
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Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 9235 members 
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	Iteration 58Q: 3 clusters Score -1608326 nChanged 97
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Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 9332 members 
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	Iteration 59Q: 3 clusters Score -1608348 nChanged 96
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Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 9428 members 
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	Iteration 60F: 3 clusters Score -1608373 nChanged 95
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Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 9523 members 
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	Iteration 61Q: 3 clusters Score -1608398 nChanged 96
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Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 9619 members 
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Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 9728 members 
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	Iteration 63Q: 3 clusters Score -1608460 nChanged 118
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Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 9846 members 
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	Iteration 64Q: 3 clusters Score -1608503 nChanged 124
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Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 9968 members 
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	Iteration 65Q: 3 clusters Score -1608543 nChanged 116
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Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 10084 members 
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Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 10217 members 
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	Iteration 67Q: 3 clusters Score -1608633 nChanged 123
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Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 10340 members 
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	Iteration 68Q: 3 clusters Score -1608680 nChanged 115
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Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 10455 members 
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	Iteration 69Q: 3 clusters Score -1608718 nChanged 103
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Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 10556 members 
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	Iteration 70Q: 3 clusters Score -1608743 nChanged 72
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Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 10628 members 
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	Iteration 71Q: 3 clusters Score -1608767 nChanged 70
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Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 10696 members 
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	Iteration 72Q: 3 clusters Score -1608793 nChanged 68
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Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 10764 members 
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	Iteration 73Q: 3 clusters Score -1608806 nChanged 63
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Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 10827 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -1608833 nChanged 65
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Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 10892 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -1608850 nChanged 59
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Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 10951 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -1608877 nChanged 65
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Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 11016 members 
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	Iteration 77Q: 3 clusters Score -1608905 nChanged 56
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Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 11070 members 
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	Iteration 78Q: 3 clusters Score -1608921 nChanged 42
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Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 11110 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -1608929 nChanged 34
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Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 11144 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -1608942 nChanged 35
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Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 11179 members 
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	Iteration 81Q: 3 clusters Score -1608946 nChanged 40
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Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 11215 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -1608961 nChanged 31
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Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 11246 members 
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	Iteration 83Q: 3 clusters Score -1608970 nChanged 30
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Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 11276 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -1608971 nChanged 27
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 11303 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -1608978 nChanged 25
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Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 11328 members 
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	Iteration 86Q: 3 clusters Score -1608986 nChanged 28
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 11356 members 
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Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 11380 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -1609002 nChanged 31
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Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 11411 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -1609015 nChanged 28
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Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 11437 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -1609020 nChanged 27
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Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 11464 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -1609025 nChanged 18
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Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 11482 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -1609030 nChanged 21
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Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 11503 members 
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	Iteration 93Q: 3 clusters Score -1609032 nChanged 16
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Mstep: Class 1 contains 1203 members 
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	Iteration 94Q: 3 clusters Score -1609043 nChanged 17
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Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 11534 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -1609046 nChanged 15
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Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 11545 members 
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Score: -1609049.000000 Penalty: 3071.603516
	Iteration 96Q: 3 clusters Score -1609049 nChanged 11
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Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 11556 members 
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Score: -1609053.500000 Penalty: 3071.603516
	Iteration 97Q: 3 clusters Score -1609054 nChanged 10
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Mstep: Class 1 contains 1156 members 
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	Iteration 98Q: 3 clusters Score -1609051 nChanged 19
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Mstep: Class 1 contains 1139 members 
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Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -1609054 nChanged 23
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Mstep: Class 1 contains 1116 members 
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Entering Unmasked Estep 
Score: -1609061.750000 Penalty: 3071.603516
	Iteration 100F: 3 clusters Score -1609062 nChanged 27
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Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 11633 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -1609076 nChanged 31
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Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 11662 members 
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	Iteration 102Q: 3 clusters Score -1609088 nChanged 26
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Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 11688 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -1609098 nChanged 26
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Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 11712 members 
Entering Unmasked Estep 
Score: -1609105.125000 Penalty: 3071.603516
	Iteration 104Q: 3 clusters Score -1609105 nChanged 23
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Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 11733 members 
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Score: -1609114.125000 Penalty: 3071.603516
	Iteration 105Q: 3 clusters Score -1609114 nChanged 19
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Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 11752 members 
Entering Unmasked Estep 
Score: -1609118.250000 Penalty: 3071.603516
	Iteration 106Q: 3 clusters Score -1609118 nChanged 12
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Mstep: Class 1 contains 960 members 
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	Iteration 107Q: 3 clusters Score -1609126 nChanged 16
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Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 11774 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -1609130 nChanged 18
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Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 11790 members 
Entering Unmasked Estep 
Score: -1609136.500000 Penalty: 3071.603516
	Iteration 109Q: 3 clusters Score -1609136 nChanged 15
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Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 11803 members 
Entering Unmasked Estep 
Score: -1609144.875000 Penalty: 3071.603516
	Iteration 110Q: 3 clusters Score -1609145 nChanged 22
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 11825 members 
Entering Unmasked Estep 
Score: -1609154.500000 Penalty: 3071.603516
	Iteration 111Q: 3 clusters Score -1609154 nChanged 23
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Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 11846 members 
Entering Unmasked Estep 
Score: -1609159.000000 Penalty: 3071.603516
	Iteration 112Q: 3 clusters Score -1609159 nChanged 17
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Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 11863 members 
Entering Unmasked Estep 
Score: -1609164.875000 Penalty: 3071.603516
	Iteration 113Q: 3 clusters Score -1609165 nChanged 17
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 11880 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -1609167 nChanged 21
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Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 11901 members 
Entering Unmasked Estep 
Score: -1609176.750000 Penalty: 3071.603516
	Iteration 115Q: 3 clusters Score -1609177 nChanged 15
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Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 11916 members 
Entering Unmasked Estep 
Score: -1609180.125000 Penalty: 3071.603516
	Iteration 116Q: 3 clusters Score -1609180 nChanged 12
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 11926 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -1609186 nChanged 9
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 11935 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -1609195 nChanged 13
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Entering Unmasked Estep 
Score: -1609202.250000 Penalty: 3071.603516
	Iteration 119Q: 3 clusters Score -1609202 nChanged 10
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 11956 members 
Entering Unmasked Estep 
Score: -1609207.000000 Penalty: 3071.603516
	Iteration 120F: 3 clusters Score -1609207 nChanged 6
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Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 11962 members 
Entering Unmasked Estep 
Score: -1609211.625000 Penalty: 3071.603516
	Iteration 121Q: 3 clusters Score -1609212 nChanged 9
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 11969 members 
Entering Unmasked Estep 
Score: -1609215.125000 Penalty: 3071.603516
	Iteration 122Q: 3 clusters Score -1609215 nChanged 6
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Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 11971 members 
Entering Unmasked Estep 
Score: -1609214.500000 Penalty: 3071.603516
	Iteration 123Q: 3 clusters Score -1609214 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 11974 members 
Entering Unmasked Estep 
Score: -1609218.375000 Penalty: 3071.603516
	Iteration 124Q: 3 clusters Score -1609218 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 11978 members 
Entering Unmasked Estep 
Score: -1609220.750000 Penalty: 3071.603516
	Iteration 125Q: 3 clusters Score -1609221 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 11984 members 
Entering Unmasked Estep 
Score: -1609221.000000 Penalty: 3071.603516
	Iteration 126Q: 3 clusters Score -1609221 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 11989 members 
Entering Unmasked Estep 
Score: -1609223.875000 Penalty: 3071.603516
	Iteration 127Q: 3 clusters Score -1609224 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 11995 members 
Entering Unmasked Estep 
Score: -1609224.500000 Penalty: 3071.603516
	Iteration 128Q: 3 clusters Score -1609224 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 12006 members 
Entering Unmasked Estep 
Score: -1609231.250000 Penalty: 3071.603516
	Iteration 129Q: 3 clusters Score -1609231 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 12012 members 
Entering Unmasked Estep 
Score: -1609235.000000 Penalty: 3071.603516
	Iteration 130Q: 3 clusters Score -1609235 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 12018 members 
Entering Unmasked Estep 
Score: -1609237.875000 Penalty: 3071.603516
	Iteration 131Q: 3 clusters Score -1609238 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 12024 members 
Entering Unmasked Estep 
Score: -1609241.875000 Penalty: 3071.603516
	Iteration 132Q: 3 clusters Score -1609242 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 12028 members 
Entering Unmasked Estep 
Score: -1609243.125000 Penalty: 3071.603516
	Iteration 133Q: 3 clusters Score -1609243 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 12032 members 
Entering Unmasked Estep 
Score: -1609243.625000 Penalty: 3071.603516
	Iteration 134Q: 3 clusters Score -1609244 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 12034 members 
Entering Unmasked Estep 
Score: -1609246.250000 Penalty: 3071.603516
	Iteration 135Q: 3 clusters Score -1609246 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 12036 members 
Entering Unmasked Estep 
Score: -1609246.000000 Penalty: 3071.603516
	Iteration 136Q: 3 clusters Score -1609246 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 12037 members 
Entering Unmasked Estep 
Score: -1609246.750000 Penalty: 3071.603516
	Iteration 137Q: 3 clusters Score -1609247 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 12039 members 
Entering Unmasked Estep 
Score: -1609248.375000 Penalty: 3071.603516
	Iteration 138Q: 3 clusters Score -1609248 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 12041 members 
Entering Unmasked Estep 
Score: -1609247.000000 Penalty: 3071.603516
	Iteration 139Q: 3 clusters Score -1609247 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 12041 members 
Entering Unmasked Estep 
Score: -1609249.500000 Penalty: 3071.603516
	Iteration 140F: 3 clusters Score -1609250 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 558 members 
Mstep: Class 3 contains 18235 members 
Mstep: Class 4 contains 3460 members 
Mstep: Class 5 contains 24508 members 
Mstep: Class 6 contains 93640 members 
Mstep: Class 7 contains 2788 members 
Mstep: Class 8 contains 157129 members 
Mstep: Class 9 contains 5499 members 
Mstep: Class 10 contains 4922 members 
Mstep: Class 11 contains 8950 members 
Mstep: Class 12 contains 3144 members 
Mstep: Class 13 contains 3016 members 
Mstep: Class 14 contains 7507 members 
Mstep: Class 15 contains 41862 members 
Mstep: Class 16 contains 34839 members 
Mstep: Class 17 contains 36634 members 
Mstep: Class 18 contains 13681 members 
Mstep: Class 19 contains 7603 members 
Mstep: Class 20 contains 6252 members 
Mstep: Class 21 contains 67051 members 
Mstep: Class 22 contains 4619 members 
Mstep: Class 23 contains 9424 members 
Mstep: Class 24 contains 17986 members 
Mstep: Class 25 contains 659 members 
Mstep: Class 26 contains 31002 members 
Mstep: Class 27 contains 11779 members 
Mstep: Class 28 contains 19244 members 
Mstep: Class 29 contains 50609 members 
Mstep: Class 30 contains 19436 members 
Mstep: Class 31 contains 23211 members 
Mstep: Class 32 contains 4980 members 
Mstep: Class 33 contains 6436 members 
Mstep: Class 34 contains 9571 members 
Mstep: Class 35 contains 57620 members 
Mstep: Class 36 contains 12041 members 
Entering Unmasked Estep 
Score: -100237752.000000 Penalty: 79664.296875
Splitting cluster 1 changes total score from -100237488.000000 to -100237752.000000
So it's getting split into cluster 36.
Entering ConstructFrom: 
Trying to split cluster 2 (558 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Entering Unmasked Estep 
Score: -59936.441406 Penalty: 1027.708374
	Iteration 0F: 2 clusters Score -59936.44 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 253 members 
Entering Unmasked Estep 
Score: -58961.960938 Penalty: 2055.416748
	Iteration 0F: 3 clusters Score -58961.96 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -59192.800781 Penalty: 2055.416748
	Iteration 1F: 3 clusters Score -59192.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -59269.664062 Penalty: 2055.416748
	Iteration 2F: 3 clusters Score -59269.66 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -59296.328125 Penalty: 2055.416748
	Iteration 3Q: 3 clusters Score -59296.33 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -59311.253906 Penalty: 2055.416748
	Iteration 4Q: 3 clusters Score -59311.25 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -59325.640625 Penalty: 2055.416748
	Iteration 5Q: 3 clusters Score -59325.64 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -59338.976562 Penalty: 2055.416748
	Iteration 6Q: 3 clusters Score -59338.98 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -59353.015625 Penalty: 2055.416748
	Iteration 7Q: 3 clusters Score -59353.02 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -59358.691406 Penalty: 2055.416748
	Iteration 8Q: 3 clusters Score -59358.69 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -59360.914062 Penalty: 2055.416748
	Iteration 9Q: 3 clusters Score -59360.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -59361.515625 Penalty: 2055.416748
	Iteration 10Q: 3 clusters Score -59361.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -59361.515625 Penalty: 2055.416748
	Iteration 11F: 3 clusters Score -59361.52 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (18235 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18235 members 
Entering Unmasked Estep 
Score: -2340295.500000 Penalty: 1594.303467
	Iteration 0F: 2 clusters Score -2340296 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9172 members 
Mstep: Class 2 contains 9063 members 
Entering Unmasked Estep 
Score: -2327742.750000 Penalty: 3188.606934
	Iteration 0F: 3 clusters Score -2327743 nChanged 8324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9434 members 
Mstep: Class 2 contains 8801 members 
Entering Unmasked Estep 
Score: -2332254.250000 Penalty: 3188.606934
	Iteration 1F: 3 clusters Score -2332254 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9602 members 
Mstep: Class 2 contains 8633 members 
Entering Unmasked Estep 
Score: -2332564.750000 Penalty: 3188.606934
	Iteration 2F: 3 clusters Score -2332565 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9818 members 
Mstep: Class 2 contains 8417 members 
Entering Unmasked Estep 
Score: -2332819.500000 Penalty: 3188.606934
	Iteration 3Q: 3 clusters Score -2332820 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10095 members 
Mstep: Class 2 contains 8140 members 
Entering Unmasked Estep 
Score: -2333116.750000 Penalty: 3188.606934
	Iteration 4Q: 3 clusters Score -2333117 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10495 members 
Mstep: Class 2 contains 7740 members 
Entering Unmasked Estep 
Score: -2333471.000000 Penalty: 3188.606934
	Iteration 5Q: 3 clusters Score -2333471 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11066 members 
Mstep: Class 2 contains 7169 members 
Entering Unmasked Estep 
Score: -2333873.000000 Penalty: 3188.606934
	Iteration 6Q: 3 clusters Score -2333873 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11792 members 
Mstep: Class 2 contains 6443 members 
Entering Unmasked Estep 
Score: -2334386.000000 Penalty: 3188.606934
	Iteration 7Q: 3 clusters Score -2334386 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12702 members 
Mstep: Class 2 contains 5533 members 
Entering Unmasked Estep 
Score: -2335029.750000 Penalty: 3188.606934
	Iteration 8F: 3 clusters Score -2335030 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13721 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -2335777.750000 Penalty: 3188.606934
	Iteration 9F: 3 clusters Score -2335778 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14781 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -2336624.000000 Penalty: 3188.606934
	Iteration 10F: 3 clusters Score -2336624 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15753 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -2337396.250000 Penalty: 3188.606934
	Iteration 11F: 3 clusters Score -2337396 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16494 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -2337986.250000 Penalty: 3188.606934
	Iteration 12Q: 3 clusters Score -2337986 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17022 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -2338398.750000 Penalty: 3188.606934
	Iteration 13Q: 3 clusters Score -2338399 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17360 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -2338653.000000 Penalty: 3188.606934
	Iteration 14Q: 3 clusters Score -2338653 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17555 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -2338818.250000 Penalty: 3188.606934
	Iteration 15Q: 3 clusters Score -2338818 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17679 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -2338925.500000 Penalty: 3188.606934
	Iteration 16Q: 3 clusters Score -2338926 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17752 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -2338999.250000 Penalty: 3188.606934
	Iteration 17Q: 3 clusters Score -2338999 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17808 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -2339048.250000 Penalty: 3188.606934
	Iteration 18Q: 3 clusters Score -2339048 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17833 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -2339080.250000 Penalty: 3188.606934
	Iteration 19Q: 3 clusters Score -2339080 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17848 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -2339094.500000 Penalty: 3188.606934
	Iteration 20F: 3 clusters Score -2339094 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17866 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -2339119.000000 Penalty: 3188.606934
	Iteration 21Q: 3 clusters Score -2339119 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17876 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -2339131.250000 Penalty: 3188.606934
	Iteration 22Q: 3 clusters Score -2339131 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17877 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -2339141.250000 Penalty: 3188.606934
	Iteration 23Q: 3 clusters Score -2339141 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17884 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -2339148.000000 Penalty: 3188.606934
	Iteration 24Q: 3 clusters Score -2339148 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17889 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -2339156.000000 Penalty: 3188.606934
	Iteration 25Q: 3 clusters Score -2339156 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17896 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -2339162.500000 Penalty: 3188.606934
	Iteration 26Q: 3 clusters Score -2339162 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17898 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -2339161.750000 Penalty: 3188.606934
	Iteration 27Q: 3 clusters Score -2339162 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17901 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -2339169.500000 Penalty: 3188.606934
	Iteration 28Q: 3 clusters Score -2339170 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17907 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -2339170.750000 Penalty: 3188.606934
	Iteration 29Q: 3 clusters Score -2339171 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17908 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -2339174.750000 Penalty: 3188.606934
	Iteration 30Q: 3 clusters Score -2339175 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17911 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -2339179.250000 Penalty: 3188.606934
	Iteration 31Q: 3 clusters Score -2339179 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17913 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -2339184.000000 Penalty: 3188.606934
	Iteration 32Q: 3 clusters Score -2339184 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17915 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -2339184.250000 Penalty: 3188.606934
	Iteration 33Q: 3 clusters Score -2339184 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17917 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -2339188.000000 Penalty: 3188.606934
	Iteration 34Q: 3 clusters Score -2339188 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17921 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -2339187.000000 Penalty: 3188.606934
	Iteration 35Q: 3 clusters Score -2339187 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17924 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -2339188.500000 Penalty: 3188.606934
	Iteration 36Q: 3 clusters Score -2339188 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17925 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -2339186.750000 Penalty: 3188.606934
	Iteration 37Q: 3 clusters Score -2339187 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17926 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -2339188.000000 Penalty: 3188.606934
	Iteration 38Q: 3 clusters Score -2339188 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17927 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -2339186.750000 Penalty: 3188.606934
	Iteration 39Q: 3 clusters Score -2339187 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17927 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -2339186.750000 Penalty: 3188.606934
	Iteration 40F: 3 clusters Score -2339187 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (3460 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Entering Unmasked Estep 
Score: -433708.593750 Penalty: 1324.216431
	Iteration 0F: 2 clusters Score -433708.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -430681.687500 Penalty: 2648.432861
	Iteration 0F: 3 clusters Score -430681.7 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -431503.343750 Penalty: 2648.432861
	Iteration 1F: 3 clusters Score -431503.3 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -431708.187500 Penalty: 2648.432861
	Iteration 2F: 3 clusters Score -431708.2 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -431827.656250 Penalty: 2648.432861
	Iteration 3F: 3 clusters Score -431827.7 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -431912.812500 Penalty: 2648.432861
	Iteration 4Q: 3 clusters Score -431912.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -431971.687500 Penalty: 2648.432861
	Iteration 5Q: 3 clusters Score -431971.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -432019.656250 Penalty: 2648.432861
	Iteration 6Q: 3 clusters Score -432019.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -432067.718750 Penalty: 2648.432861
	Iteration 7Q: 3 clusters Score -432067.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -432108.718750 Penalty: 2648.432861
	Iteration 8Q: 3 clusters Score -432108.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -432150.187500 Penalty: 2648.432861
	Iteration 9Q: 3 clusters Score -432150.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -432195.062500 Penalty: 2648.432861
	Iteration 10Q: 3 clusters Score -432195.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -432234.312500 Penalty: 2648.432861
	Iteration 11Q: 3 clusters Score -432234.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -432258.093750 Penalty: 2648.432861
	Iteration 12Q: 3 clusters Score -432258.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -432274.468750 Penalty: 2648.432861
	Iteration 13Q: 3 clusters Score -432274.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -432290.843750 Penalty: 2648.432861
	Iteration 14Q: 3 clusters Score -432290.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -432304.218750 Penalty: 2648.432861
	Iteration 15Q: 3 clusters Score -432304.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -432312.281250 Penalty: 2648.432861
	Iteration 16Q: 3 clusters Score -432312.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -432320.656250 Penalty: 2648.432861
	Iteration 17Q: 3 clusters Score -432320.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -432327.312500 Penalty: 2648.432861
	Iteration 18Q: 3 clusters Score -432327.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -432335.406250 Penalty: 2648.432861
	Iteration 19Q: 3 clusters Score -432335.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -432340.281250 Penalty: 2648.432861
	Iteration 20F: 3 clusters Score -432340.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -432346.281250 Penalty: 2648.432861
	Iteration 21Q: 3 clusters Score -432346.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -432349.406250 Penalty: 2648.432861
	Iteration 22Q: 3 clusters Score -432349.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -432351.875000 Penalty: 2648.432861
	Iteration 23Q: 3 clusters Score -432351.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -432356.562500 Penalty: 2648.432861
	Iteration 24Q: 3 clusters Score -432356.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -432359.125000 Penalty: 2648.432861
	Iteration 25Q: 3 clusters Score -432359.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -432361.531250 Penalty: 2648.432861
	Iteration 26Q: 3 clusters Score -432361.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -432362.312500 Penalty: 2648.432861
	Iteration 27Q: 3 clusters Score -432362.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -432362.125000 Penalty: 2648.432861
	Iteration 28Q: 3 clusters Score -432362.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -432363.125000 Penalty: 2648.432861
	Iteration 29Q: 3 clusters Score -432363.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -432364.187500 Penalty: 2648.432861
	Iteration 30Q: 3 clusters Score -432364.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -432365.843750 Penalty: 2648.432861
	Iteration 31Q: 3 clusters Score -432365.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -432366.343750 Penalty: 2648.432861
	Iteration 32Q: 3 clusters Score -432366.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -432369.375000 Penalty: 2648.432861
	Iteration 33Q: 3 clusters Score -432369.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -432371.718750 Penalty: 2648.432861
	Iteration 34Q: 3 clusters Score -432371.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -432373.906250 Penalty: 2648.432861
	Iteration 35Q: 3 clusters Score -432373.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -432374.500000 Penalty: 2648.432861
	Iteration 36Q: 3 clusters Score -432374.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -432376.125000 Penalty: 2648.432861
	Iteration 37Q: 3 clusters Score -432376.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -432375.531250 Penalty: 2648.432861
	Iteration 38Q: 3 clusters Score -432375.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -432377.062500 Penalty: 2648.432861
	Iteration 39Q: 3 clusters Score -432377.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -432377.843750 Penalty: 2648.432861
	Iteration 40F: 3 clusters Score -432377.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -432376.843750 Penalty: 2648.432861
	Iteration 41Q: 3 clusters Score -432376.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -432378.062500 Penalty: 2648.432861
	Iteration 42Q: 3 clusters Score -432378.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -432380.562500 Penalty: 2648.432861
	Iteration 43Q: 3 clusters Score -432380.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -432380.843750 Penalty: 2648.432861
	Iteration 44Q: 3 clusters Score -432380.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -432382.406250 Penalty: 2648.432861
	Iteration 45Q: 3 clusters Score -432382.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -432384.937500 Penalty: 2648.432861
	Iteration 46Q: 3 clusters Score -432384.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -432386.375000 Penalty: 2648.432861
	Iteration 47Q: 3 clusters Score -432386.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -432389.437500 Penalty: 2648.432861
	Iteration 48Q: 3 clusters Score -432389.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -432390.562500 Penalty: 2648.432861
	Iteration 49Q: 3 clusters Score -432390.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -432392.062500 Penalty: 2648.432861
	Iteration 50Q: 3 clusters Score -432392.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -432392.531250 Penalty: 2648.432861
	Iteration 51Q: 3 clusters Score -432392.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -432394.625000 Penalty: 2648.432861
	Iteration 52Q: 3 clusters Score -432394.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -432395.093750 Penalty: 2648.432861
	Iteration 53Q: 3 clusters Score -432395.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -432396.281250 Penalty: 2648.432861
	Iteration 54Q: 3 clusters Score -432396.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -432398.250000 Penalty: 2648.432861
	Iteration 55Q: 3 clusters Score -432398.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -432398.750000 Penalty: 2648.432861
	Iteration 56Q: 3 clusters Score -432398.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -432399.156250 Penalty: 2648.432861
	Iteration 57Q: 3 clusters Score -432399.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -432399.250000 Penalty: 2648.432861
	Iteration 58Q: 3 clusters Score -432399.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -432399.500000 Penalty: 2648.432861
	Iteration 59Q: 3 clusters Score -432399.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -432399.875000 Penalty: 2648.432861
	Iteration 60F: 3 clusters Score -432399.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (24508 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24508 members 
Entering Unmasked Estep 
Score: -3074435.250000 Penalty: 1642.347778
	Iteration 0F: 2 clusters Score -3074435 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12272 members 
Mstep: Class 2 contains 12236 members 
Entering Unmasked Estep 
Score: -3057855.750000 Penalty: 3284.695557
	Iteration 0F: 3 clusters Score -3057856 nChanged 11068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12420 members 
Mstep: Class 2 contains 12088 members 
Entering Unmasked Estep 
Score: -3063868.750000 Penalty: 3284.695557
	Iteration 1F: 3 clusters Score -3063869 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12532 members 
Mstep: Class 2 contains 11976 members 
Entering Unmasked Estep 
Score: -3064190.250000 Penalty: 3284.695557
	Iteration 2Q: 3 clusters Score -3064190 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12682 members 
Mstep: Class 2 contains 11826 members 
Entering Unmasked Estep 
Score: -3064510.250000 Penalty: 3284.695557
	Iteration 3Q: 3 clusters Score -3064510 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12905 members 
Mstep: Class 2 contains 11603 members 
Entering Unmasked Estep 
Score: -3064811.000000 Penalty: 3284.695557
	Iteration 4Q: 3 clusters Score -3064811 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13196 members 
Mstep: Class 2 contains 11312 members 
Entering Unmasked Estep 
Score: -3065072.500000 Penalty: 3284.695557
	Iteration 5Q: 3 clusters Score -3065072 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13555 members 
Mstep: Class 2 contains 10953 members 
Entering Unmasked Estep 
Score: -3065382.000000 Penalty: 3284.695557
	Iteration 6Q: 3 clusters Score -3065382 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14069 members 
Mstep: Class 2 contains 10439 members 
Entering Unmasked Estep 
Score: -3065717.250000 Penalty: 3284.695557
	Iteration 7Q: 3 clusters Score -3065717 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14796 members 
Mstep: Class 2 contains 9712 members 
Entering Unmasked Estep 
Score: -3066210.250000 Penalty: 3284.695557
	Iteration 8Q: 3 clusters Score -3066210 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15693 members 
Mstep: Class 2 contains 8815 members 
Entering Unmasked Estep 
Score: -3066776.500000 Penalty: 3284.695557
	Iteration 9Q: 3 clusters Score -3066776 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16750 members 
Mstep: Class 2 contains 7758 members 
Entering Unmasked Estep 
Score: -3067474.250000 Penalty: 3284.695557
	Iteration 10Q: 3 clusters Score -3067474 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17958 members 
Mstep: Class 2 contains 6550 members 
Entering Unmasked Estep 
Score: -3068374.500000 Penalty: 3284.695557
	Iteration 11F: 3 clusters Score -3068374 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19195 members 
Mstep: Class 2 contains 5313 members 
Entering Unmasked Estep 
Score: -3069419.750000 Penalty: 3284.695557
	Iteration 12F: 3 clusters Score -3069420 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20358 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -3070472.000000 Penalty: 3284.695557
	Iteration 13F: 3 clusters Score -3070472 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21251 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -3071324.250000 Penalty: 3284.695557
	Iteration 14Q: 3 clusters Score -3071324 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21909 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -3071965.000000 Penalty: 3284.695557
	Iteration 15Q: 3 clusters Score -3071965 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22347 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -3072411.500000 Penalty: 3284.695557
	Iteration 16Q: 3 clusters Score -3072412 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22660 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -3072719.000000 Penalty: 3284.695557
	Iteration 17Q: 3 clusters Score -3072719 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22850 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -3072860.000000 Penalty: 3284.695557
	Iteration 18Q: 3 clusters Score -3072860 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22979 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -3072934.000000 Penalty: 3284.695557
	Iteration 19Q: 3 clusters Score -3072934 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23077 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -3072985.750000 Penalty: 3284.695557
	Iteration 20F: 3 clusters Score -3072986 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23155 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -3073043.750000 Penalty: 3284.695557
	Iteration 21Q: 3 clusters Score -3073044 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23232 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -3073070.000000 Penalty: 3284.695557
	Iteration 22Q: 3 clusters Score -3073070 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23289 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -3073093.750000 Penalty: 3284.695557
	Iteration 23Q: 3 clusters Score -3073094 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23333 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -3073112.250000 Penalty: 3284.695557
	Iteration 24Q: 3 clusters Score -3073112 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23362 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -3073119.500000 Penalty: 3284.695557
	Iteration 25Q: 3 clusters Score -3073120 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23377 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -3073130.000000 Penalty: 3284.695557
	Iteration 26Q: 3 clusters Score -3073130 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23387 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -3073129.750000 Penalty: 3284.695557
	Iteration 27Q: 3 clusters Score -3073130 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23396 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -3073138.500000 Penalty: 3284.695557
	Iteration 28Q: 3 clusters Score -3073138 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23404 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -3073137.250000 Penalty: 3284.695557
	Iteration 29Q: 3 clusters Score -3073137 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23408 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -3073134.250000 Penalty: 3284.695557
	Iteration 30Q: 3 clusters Score -3073134 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23415 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -3073138.000000 Penalty: 3284.695557
	Iteration 31Q: 3 clusters Score -3073138 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23422 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -3073139.000000 Penalty: 3284.695557
	Iteration 32Q: 3 clusters Score -3073139 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23429 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -3073144.000000 Penalty: 3284.695557
	Iteration 33Q: 3 clusters Score -3073144 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23431 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -3073144.750000 Penalty: 3284.695557
	Iteration 34Q: 3 clusters Score -3073145 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23439 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -3073147.500000 Penalty: 3284.695557
	Iteration 35Q: 3 clusters Score -3073148 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23442 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -3073148.250000 Penalty: 3284.695557
	Iteration 36Q: 3 clusters Score -3073148 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23445 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -3073151.250000 Penalty: 3284.695557
	Iteration 37Q: 3 clusters Score -3073151 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23449 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -3073147.500000 Penalty: 3284.695557
	Iteration 38Q: 3 clusters Score -3073148 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23450 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -3073147.750000 Penalty: 3284.695557
	Iteration 39Q: 3 clusters Score -3073148 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23451 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -3073149.250000 Penalty: 3284.695557
	Iteration 40F: 3 clusters Score -3073149 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23453 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -3073146.750000 Penalty: 3284.695557
	Iteration 41Q: 3 clusters Score -3073147 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23455 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -3073147.750000 Penalty: 3284.695557
	Iteration 42Q: 3 clusters Score -3073148 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23459 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -3073147.250000 Penalty: 3284.695557
	Iteration 43Q: 3 clusters Score -3073147 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23463 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -3073152.000000 Penalty: 3284.695557
	Iteration 44Q: 3 clusters Score -3073152 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23468 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -3073150.250000 Penalty: 3284.695557
	Iteration 45Q: 3 clusters Score -3073150 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23474 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -3073152.000000 Penalty: 3284.695557
	Iteration 46Q: 3 clusters Score -3073152 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23476 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -3073158.750000 Penalty: 3284.695557
	Iteration 47Q: 3 clusters Score -3073159 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23484 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -3073164.000000 Penalty: 3284.695557
	Iteration 48Q: 3 clusters Score -3073164 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23486 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -3073162.250000 Penalty: 3284.695557
	Iteration 49Q: 3 clusters Score -3073162 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23489 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -3073162.250000 Penalty: 3284.695557
	Iteration 50Q: 3 clusters Score -3073162 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23491 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -3073161.750000 Penalty: 3284.695557
	Iteration 51Q: 3 clusters Score -3073162 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23493 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -3073167.000000 Penalty: 3284.695557
	Iteration 52Q: 3 clusters Score -3073167 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23496 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -3073167.750000 Penalty: 3284.695557
	Iteration 53Q: 3 clusters Score -3073168 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23497 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -3073167.000000 Penalty: 3284.695557
	Iteration 54Q: 3 clusters Score -3073167 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23497 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -3073167.000000 Penalty: 3284.695557
	Iteration 55F: 3 clusters Score -3073167 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (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: -11845033.000000 Penalty: 1860.172119
	Iteration 0F: 2 clusters Score -1.184503e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46931 members 
Mstep: Class 2 contains 46709 members 
Entering Unmasked Estep 
Score: -11782731.000000 Penalty: 3720.344238
	Iteration 0F: 3 clusters Score -1.178273e+07 nChanged 44917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47868 members 
Mstep: Class 2 contains 45772 members 
Entering Unmasked Estep 
Score: -11808368.000000 Penalty: 3720.344238
	Iteration 1F: 3 clusters Score -1.180837e+07 nChanged 3115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48265 members 
Mstep: Class 2 contains 45375 members 
Entering Unmasked Estep 
Score: -11809108.000000 Penalty: 3720.344238
	Iteration 2Q: 3 clusters Score -1.180911e+07 nChanged 3128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48769 members 
Mstep: Class 2 contains 44871 members 
Entering Unmasked Estep 
Score: -11809901.000000 Penalty: 3720.344238
	Iteration 3Q: 3 clusters Score -1.18099e+07 nChanged 3225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49470 members 
Mstep: Class 2 contains 44170 members 
Entering Unmasked Estep 
Score: -11810777.000000 Penalty: 3720.344238
	Iteration 4Q: 3 clusters Score -1.181078e+07 nChanged 3568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50448 members 
Mstep: Class 2 contains 43192 members 
Entering Unmasked Estep 
Score: -11812023.000000 Penalty: 3720.344238
	Iteration 5Q: 3 clusters Score -1.181202e+07 nChanged 3840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51728 members 
Mstep: Class 2 contains 41912 members 
Entering Unmasked Estep 
Score: -11813647.000000 Penalty: 3720.344238
	Iteration 6Q: 3 clusters Score -1.181365e+07 nChanged 4211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53449 members 
Mstep: Class 2 contains 40191 members 
Entering Unmasked Estep 
Score: -11815469.000000 Penalty: 3720.344238
	Iteration 7Q: 3 clusters Score -1.181547e+07 nChanged 4383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55700 members 
Mstep: Class 2 contains 37940 members 
Entering Unmasked Estep 
Score: -11817766.000000 Penalty: 3720.344238
	Iteration 8Q: 3 clusters Score -1.181777e+07 nChanged 4794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58676 members 
Mstep: Class 2 contains 34964 members 
Entering Unmasked Estep 
Score: -11820728.000000 Penalty: 3720.344238
	Iteration 9F: 3 clusters Score -1.182073e+07 nChanged 5056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62430 members 
Mstep: Class 2 contains 31210 members 
Entering Unmasked Estep 
Score: -11824143.000000 Penalty: 3720.344238
	Iteration 10F: 3 clusters Score -1.182414e+07 nChanged 5202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66796 members 
Mstep: Class 2 contains 26844 members 
Entering Unmasked Estep 
Score: -11828301.000000 Penalty: 3720.344238
	Iteration 11F: 3 clusters Score -1.18283e+07 nChanged 5112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71376 members 
Mstep: Class 2 contains 22264 members 
Entering Unmasked Estep 
Score: -11832487.000000 Penalty: 3720.344238
	Iteration 12F: 3 clusters Score -1.183249e+07 nChanged 4638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75690 members 
Mstep: Class 2 contains 17950 members 
Entering Unmasked Estep 
Score: -11836250.000000 Penalty: 3720.344238
	Iteration 13Q: 3 clusters Score -1.183625e+07 nChanged 3800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79252 members 
Mstep: Class 2 contains 14388 members 
Entering Unmasked Estep 
Score: -11838784.000000 Penalty: 3720.344238
	Iteration 14Q: 3 clusters Score -1.183878e+07 nChanged 2908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82018 members 
Mstep: Class 2 contains 11622 members 
Entering Unmasked Estep 
Score: -11840441.000000 Penalty: 3720.344238
	Iteration 15Q: 3 clusters Score -1.184044e+07 nChanged 2232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84164 members 
Mstep: Class 2 contains 9476 members 
Entering Unmasked Estep 
Score: -11841633.000000 Penalty: 3720.344238
	Iteration 16Q: 3 clusters Score -1.184163e+07 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85771 members 
Mstep: Class 2 contains 7869 members 
Entering Unmasked Estep 
Score: -11842425.000000 Penalty: 3720.344238
	Iteration 17Q: 3 clusters Score -1.184242e+07 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86948 members 
Mstep: Class 2 contains 6692 members 
Entering Unmasked Estep 
Score: -11842887.000000 Penalty: 3720.344238
	Iteration 18Q: 3 clusters Score -1.184289e+07 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87848 members 
Mstep: Class 2 contains 5792 members 
Entering Unmasked Estep 
Score: -11843204.000000 Penalty: 3720.344238
	Iteration 19Q: 3 clusters Score -1.18432e+07 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88512 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -11843400.000000 Penalty: 3720.344238
	Iteration 20F: 3 clusters Score -1.18434e+07 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89015 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -11843513.000000 Penalty: 3720.344238
	Iteration 21Q: 3 clusters Score -1.184351e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89400 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -11843654.000000 Penalty: 3720.344238
	Iteration 22Q: 3 clusters Score -1.184365e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89719 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -11843741.000000 Penalty: 3720.344238
	Iteration 23Q: 3 clusters Score -1.184374e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89979 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -11843848.000000 Penalty: 3720.344238
	Iteration 24Q: 3 clusters Score -1.184385e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90189 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -11843880.000000 Penalty: 3720.344238
	Iteration 25Q: 3 clusters Score -1.184388e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90355 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -11843906.000000 Penalty: 3720.344238
	Iteration 26Q: 3 clusters Score -1.184391e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90509 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -11843942.000000 Penalty: 3720.344238
	Iteration 27Q: 3 clusters Score -1.184394e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90619 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -11843974.000000 Penalty: 3720.344238
	Iteration 28Q: 3 clusters Score -1.184397e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90719 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -11843989.000000 Penalty: 3720.344238
	Iteration 29Q: 3 clusters Score -1.184399e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90803 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -11844009.000000 Penalty: 3720.344238
	Iteration 30Q: 3 clusters Score -1.184401e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90879 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -11844024.000000 Penalty: 3720.344238
	Iteration 31Q: 3 clusters Score -1.184402e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90943 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -11844032.000000 Penalty: 3720.344238
	Iteration 32Q: 3 clusters Score -1.184403e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90996 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -11844027.000000 Penalty: 3720.344238
	Iteration 33Q: 3 clusters Score -1.184403e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91045 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -11844046.000000 Penalty: 3720.344238
	Iteration 34Q: 3 clusters Score -1.184405e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91081 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -11844052.000000 Penalty: 3720.344238
	Iteration 35Q: 3 clusters Score -1.184405e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91102 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -11844057.000000 Penalty: 3720.344238
	Iteration 36Q: 3 clusters Score -1.184406e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91126 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -11844069.000000 Penalty: 3720.344238
	Iteration 37Q: 3 clusters Score -1.184407e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91150 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -11844063.000000 Penalty: 3720.344238
	Iteration 38Q: 3 clusters Score -1.184406e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91166 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -11844083.000000 Penalty: 3720.344238
	Iteration 39Q: 3 clusters Score -1.184408e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91177 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -11844087.000000 Penalty: 3720.344238
	Iteration 40F: 3 clusters Score -1.184409e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91187 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -11844073.000000 Penalty: 3720.344238
	Iteration 41Q: 3 clusters Score -1.184407e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91193 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -11844076.000000 Penalty: 3720.344238
	Iteration 42Q: 3 clusters Score -1.184408e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91197 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -11844083.000000 Penalty: 3720.344238
	Iteration 43Q: 3 clusters Score -1.184408e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91199 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -11844084.000000 Penalty: 3720.344238
	Iteration 44Q: 3 clusters Score -1.184408e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91199 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -11844084.000000 Penalty: 3720.344238
	Iteration 45F: 3 clusters Score -1.184408e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (2788 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Entering Unmasked Estep 
Score: -329607.468750 Penalty: 1289.125488
	Iteration 0F: 2 clusters Score -329607.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -327058.343750 Penalty: 2578.250977
	Iteration 0F: 3 clusters Score -327058.3 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -327916.843750 Penalty: 2578.250977
	Iteration 1F: 3 clusters Score -327916.8 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -328272.656250 Penalty: 2578.250977
	Iteration 2F: 3 clusters Score -328272.7 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -328478.625000 Penalty: 2578.250977
	Iteration 3F: 3 clusters Score -328478.6 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -328618.187500 Penalty: 2578.250977
	Iteration 4F: 3 clusters Score -328618.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -328742.906250 Penalty: 2578.250977
	Iteration 5Q: 3 clusters Score -328742.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -328839.062500 Penalty: 2578.250977
	Iteration 6Q: 3 clusters Score -328839.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -328905.343750 Penalty: 2578.250977
	Iteration 7Q: 3 clusters Score -328905.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -328974.093750 Penalty: 2578.250977
	Iteration 8Q: 3 clusters Score -328974.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -329028.687500 Penalty: 2578.250977
	Iteration 9Q: 3 clusters Score -329028.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -329060.937500 Penalty: 2578.250977
	Iteration 10Q: 3 clusters Score -329060.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -329107.687500 Penalty: 2578.250977
	Iteration 11Q: 3 clusters Score -329107.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -329174.437500 Penalty: 2578.250977
	Iteration 12Q: 3 clusters Score -329174.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -329202.500000 Penalty: 2578.250977
	Iteration 13Q: 3 clusters Score -329202.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -329225.562500 Penalty: 2578.250977
	Iteration 14Q: 3 clusters Score -329225.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -329242.968750 Penalty: 2578.250977
	Iteration 15Q: 3 clusters Score -329243 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -329250.562500 Penalty: 2578.250977
	Iteration 16Q: 3 clusters Score -329250.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -329259.406250 Penalty: 2578.250977
	Iteration 17Q: 3 clusters Score -329259.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -329266.250000 Penalty: 2578.250977
	Iteration 18Q: 3 clusters Score -329266.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -329274.593750 Penalty: 2578.250977
	Iteration 19Q: 3 clusters Score -329274.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -329279.531250 Penalty: 2578.250977
	Iteration 20F: 3 clusters Score -329279.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -329283.156250 Penalty: 2578.250977
	Iteration 21Q: 3 clusters Score -329283.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -329285.187500 Penalty: 2578.250977
	Iteration 22Q: 3 clusters Score -329285.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -329287.156250 Penalty: 2578.250977
	Iteration 23Q: 3 clusters Score -329287.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -329291.750000 Penalty: 2578.250977
	Iteration 24Q: 3 clusters Score -329291.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -329296.625000 Penalty: 2578.250977
	Iteration 25Q: 3 clusters Score -329296.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -329303.343750 Penalty: 2578.250977
	Iteration 26Q: 3 clusters Score -329303.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -329309.750000 Penalty: 2578.250977
	Iteration 27Q: 3 clusters Score -329309.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -329314.781250 Penalty: 2578.250977
	Iteration 28Q: 3 clusters Score -329314.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -329327.250000 Penalty: 2578.250977
	Iteration 29Q: 3 clusters Score -329327.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -329339.406250 Penalty: 2578.250977
	Iteration 30Q: 3 clusters Score -329339.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -329362.718750 Penalty: 2578.250977
	Iteration 31Q: 3 clusters Score -329362.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -329392.718750 Penalty: 2578.250977
	Iteration 32Q: 3 clusters Score -329392.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -329426.562500 Penalty: 2578.250977
	Iteration 33Q: 3 clusters Score -329426.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -329474.000000 Penalty: 2578.250977
	Iteration 34Q: 3 clusters Score -329474 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -329522.156250 Penalty: 2578.250977
	Iteration 35Q: 3 clusters Score -329522.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -329560.625000 Penalty: 2578.250977
	Iteration 36Q: 3 clusters Score -329560.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -329586.125000 Penalty: 2578.250977
	Iteration 37Q: 3 clusters Score -329586.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -329605.281250 Penalty: 2578.250977
	Iteration 38Q: 3 clusters Score -329605.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -329618.531250 Penalty: 2578.250977
	Iteration 39Q: 3 clusters Score -329618.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -329635.312500 Penalty: 2578.250977
	Iteration 40F: 3 clusters Score -329635.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -329677.718750 Penalty: 2578.250977
	Iteration 41Q: 3 clusters Score -329677.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -329769.406250 Penalty: 2578.250977
	Iteration 42Q: 3 clusters Score -329769.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -330004.125000 Penalty: 2578.250977
	Iteration 43Q: 3 clusters Score -330004.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -330182.906250 Penalty: 2578.250977
	Iteration 44Q: 3 clusters Score -330182.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -330223.593750 Penalty: 2578.250977
	Iteration 45Q: 3 clusters Score -330223.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -330234.125000 Penalty: 2578.250977
	Iteration 46Q: 3 clusters Score -330234.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -330242.187500 Penalty: 2578.250977
	Iteration 47Q: 3 clusters Score -330242.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -330247.718750 Penalty: 2578.250977
	Iteration 48Q: 3 clusters Score -330247.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -330250.437500 Penalty: 2578.250977
	Iteration 49Q: 3 clusters Score -330250.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -330251.625000 Penalty: 2578.250977
	Iteration 50Q: 3 clusters Score -330251.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -330252.031250 Penalty: 2578.250977
	Iteration 51Q: 3 clusters Score -330252 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -330252.031250 Penalty: 2578.250977
	Iteration 52F: 3 clusters Score -330252 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 558 members 
Mstep: Class 3 contains 18235 members 
Mstep: Class 4 contains 3460 members 
Mstep: Class 5 contains 24508 members 
Mstep: Class 6 contains 93640 members 
Mstep: Class 7 contains 1813 members 
Mstep: Class 8 contains 157129 members 
Mstep: Class 9 contains 5499 members 
Mstep: Class 10 contains 4922 members 
Mstep: Class 11 contains 8950 members 
Mstep: Class 12 contains 3144 members 
Mstep: Class 13 contains 3016 members 
Mstep: Class 14 contains 7507 members 
Mstep: Class 15 contains 41862 members 
Mstep: Class 16 contains 34839 members 
Mstep: Class 17 contains 36634 members 
Mstep: Class 18 contains 13681 members 
Mstep: Class 19 contains 7603 members 
Mstep: Class 20 contains 6252 members 
Mstep: Class 21 contains 67051 members 
Mstep: Class 22 contains 4619 members 
Mstep: Class 23 contains 9424 members 
Mstep: Class 24 contains 17986 members 
Mstep: Class 25 contains 659 members 
Mstep: Class 26 contains 31002 members 
Mstep: Class 27 contains 11779 members 
Mstep: Class 28 contains 19244 members 
Mstep: Class 29 contains 50609 members 
Mstep: Class 30 contains 19436 members 
Mstep: Class 31 contains 23211 members 
Mstep: Class 32 contains 4980 members 
Mstep: Class 33 contains 6436 members 
Mstep: Class 34 contains 9571 members 
Mstep: Class 35 contains 57620 members 
Mstep: Class 36 contains 12041 members 
Mstep: Class 37 contains 975 members 
Entering Unmasked Estep 
Score: -100237424.000000 Penalty: 81877.195312
Splitting cluster 7 changes total score from -100237488.000000 to -100237424.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (157129 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157129 members 
Entering Unmasked Estep 
Score: -20124594.000000 Penalty: 1944.283691
	Iteration 0F: 2 clusters Score -2.012459e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78560 members 
Mstep: Class 2 contains 78569 members 
Entering Unmasked Estep 
Score: -20043880.000000 Penalty: 3888.567383
	Iteration 0F: 3 clusters Score -2.004388e+07 nChanged 75732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79394 members 
Mstep: Class 2 contains 77735 members 
Entering Unmasked Estep 
Score: -20089428.000000 Penalty: 3888.567383
	Iteration 1F: 3 clusters Score -2.008943e+07 nChanged 6261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80135 members 
Mstep: Class 2 contains 76994 members 
Entering Unmasked Estep 
Score: -20091410.000000 Penalty: 3888.567383
	Iteration 2Q: 3 clusters Score -2.009141e+07 nChanged 7489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81348 members 
Mstep: Class 2 contains 75781 members 
Entering Unmasked Estep 
Score: -20094422.000000 Penalty: 3888.567383
	Iteration 3Q: 3 clusters Score -2.009442e+07 nChanged 8770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83022 members 
Mstep: Class 2 contains 74107 members 
Entering Unmasked Estep 
Score: -20098340.000000 Penalty: 3888.567383
	Iteration 4F: 3 clusters Score -2.009834e+07 nChanged 9411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84843 members 
Mstep: Class 2 contains 72286 members 
Entering Unmasked Estep 
Score: -20102758.000000 Penalty: 3888.567383
	Iteration 5F: 3 clusters Score -2.010276e+07 nChanged 9124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86077 members 
Mstep: Class 2 contains 71052 members 
Entering Unmasked Estep 
Score: -20106476.000000 Penalty: 3888.567383
	Iteration 6F: 3 clusters Score -2.010648e+07 nChanged 8138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86421 members 
Mstep: Class 2 contains 70708 members 
Entering Unmasked Estep 
Score: -20109642.000000 Penalty: 3888.567383
	Iteration 7F: 3 clusters Score -2.010964e+07 nChanged 6795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86020 members 
Mstep: Class 2 contains 71109 members 
Entering Unmasked Estep 
Score: -20112046.000000 Penalty: 3888.567383
	Iteration 8Q: 3 clusters Score -2.011205e+07 nChanged 5879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85161 members 
Mstep: Class 2 contains 71968 members 
Entering Unmasked Estep 
Score: -20114222.000000 Penalty: 3888.567383
	Iteration 9Q: 3 clusters Score -2.011422e+07 nChanged 5631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83960 members 
Mstep: Class 2 contains 73169 members 
Entering Unmasked Estep 
Score: -20116288.000000 Penalty: 3888.567383
	Iteration 10Q: 3 clusters Score -2.011629e+07 nChanged 5272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82710 members 
Mstep: Class 2 contains 74419 members 
Entering Unmasked Estep 
Score: -20118130.000000 Penalty: 3888.567383
	Iteration 11Q: 3 clusters Score -2.011813e+07 nChanged 4494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81530 members 
Mstep: Class 2 contains 75599 members 
Entering Unmasked Estep 
Score: -20119290.000000 Penalty: 3888.567383
	Iteration 12Q: 3 clusters Score -2.011929e+07 nChanged 3375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80337 members 
Mstep: Class 2 contains 76792 members 
Entering Unmasked Estep 
Score: -20119764.000000 Penalty: 3888.567383
	Iteration 13Q: 3 clusters Score -2.011976e+07 nChanged 2524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79065 members 
Mstep: Class 2 contains 78064 members 
Entering Unmasked Estep 
Score: -20119938.000000 Penalty: 3888.567383
	Iteration 14Q: 3 clusters Score -2.011994e+07 nChanged 1988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77671 members 
Mstep: Class 2 contains 79458 members 
Entering Unmasked Estep 
Score: -20120032.000000 Penalty: 3888.567383
	Iteration 15Q: 3 clusters Score -2.012003e+07 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76182 members 
Mstep: Class 2 contains 80947 members 
Entering Unmasked Estep 
Score: -20120098.000000 Penalty: 3888.567383
	Iteration 16Q: 3 clusters Score -2.01201e+07 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74592 members 
Mstep: Class 2 contains 82537 members 
Entering Unmasked Estep 
Score: -20120044.000000 Penalty: 3888.567383
	Iteration 17Q: 3 clusters Score -2.012004e+07 nChanged 1842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72830 members 
Mstep: Class 2 contains 84299 members 
Entering Unmasked Estep 
Score: -20120116.000000 Penalty: 3888.567383
	Iteration 18Q: 3 clusters Score -2.012012e+07 nChanged 1988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70932 members 
Mstep: Class 2 contains 86197 members 
Entering Unmasked Estep 
Score: -20120182.000000 Penalty: 3888.567383
	Iteration 19Q: 3 clusters Score -2.012018e+07 nChanged 2132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68910 members 
Mstep: Class 2 contains 88219 members 
Entering Unmasked Estep 
Score: -20120220.000000 Penalty: 3888.567383
	Iteration 20F: 3 clusters Score -2.012022e+07 nChanged 2202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66828 members 
Mstep: Class 2 contains 90301 members 
Entering Unmasked Estep 
Score: -20120378.000000 Penalty: 3888.567383
	Iteration 21Q: 3 clusters Score -2.012038e+07 nChanged 2349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64591 members 
Mstep: Class 2 contains 92538 members 
Entering Unmasked Estep 
Score: -20120492.000000 Penalty: 3888.567383
	Iteration 22Q: 3 clusters Score -2.012049e+07 nChanged 2500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62243 members 
Mstep: Class 2 contains 94886 members 
Entering Unmasked Estep 
Score: -20120652.000000 Penalty: 3888.567383
	Iteration 23Q: 3 clusters Score -2.012065e+07 nChanged 2448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59989 members 
Mstep: Class 2 contains 97140 members 
Entering Unmasked Estep 
Score: -20120824.000000 Penalty: 3888.567383
	Iteration 24Q: 3 clusters Score -2.012082e+07 nChanged 2335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57908 members 
Mstep: Class 2 contains 99221 members 
Entering Unmasked Estep 
Score: -20120894.000000 Penalty: 3888.567383
	Iteration 25Q: 3 clusters Score -2.012089e+07 nChanged 2368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55884 members 
Mstep: Class 2 contains 101245 members 
Entering Unmasked Estep 
Score: -20121030.000000 Penalty: 3888.567383
	Iteration 26Q: 3 clusters Score -2.012103e+07 nChanged 2405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53835 members 
Mstep: Class 2 contains 103294 members 
Entering Unmasked Estep 
Score: -20121202.000000 Penalty: 3888.567383
	Iteration 27Q: 3 clusters Score -2.01212e+07 nChanged 2576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51607 members 
Mstep: Class 2 contains 105522 members 
Entering Unmasked Estep 
Score: -20121518.000000 Penalty: 3888.567383
	Iteration 28Q: 3 clusters Score -2.012152e+07 nChanged 2541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49448 members 
Mstep: Class 2 contains 107681 members 
Entering Unmasked Estep 
Score: -20121800.000000 Penalty: 3888.567383
	Iteration 29Q: 3 clusters Score -2.01218e+07 nChanged 2600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47238 members 
Mstep: Class 2 contains 109891 members 
Entering Unmasked Estep 
Score: -20122190.000000 Penalty: 3888.567383
	Iteration 30Q: 3 clusters Score -2.012219e+07 nChanged 2641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44985 members 
Mstep: Class 2 contains 112144 members 
Entering Unmasked Estep 
Score: -20122494.000000 Penalty: 3888.567383
	Iteration 31Q: 3 clusters Score -2.012249e+07 nChanged 2663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42752 members 
Mstep: Class 2 contains 114377 members 
Entering Unmasked Estep 
Score: -20122892.000000 Penalty: 3888.567383
	Iteration 32Q: 3 clusters Score -2.012289e+07 nChanged 2813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40313 members 
Mstep: Class 2 contains 116816 members 
Entering Unmasked Estep 
Score: -20123176.000000 Penalty: 3888.567383
	Iteration 33Q: 3 clusters Score -2.012318e+07 nChanged 2930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37729 members 
Mstep: Class 2 contains 119400 members 
Entering Unmasked Estep 
Score: -20123478.000000 Penalty: 3888.567383
	Iteration 34Q: 3 clusters Score -2.012348e+07 nChanged 3116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34951 members 
Mstep: Class 2 contains 122178 members 
Entering Unmasked Estep 
Score: -20123644.000000 Penalty: 3888.567383
	Iteration 35Q: 3 clusters Score -2.012364e+07 nChanged 2934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32347 members 
Mstep: Class 2 contains 124782 members 
Entering Unmasked Estep 
Score: -20123690.000000 Penalty: 3888.567383
	Iteration 36Q: 3 clusters Score -2.012369e+07 nChanged 2890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29809 members 
Mstep: Class 2 contains 127320 members 
Entering Unmasked Estep 
Score: -20123770.000000 Penalty: 3888.567383
	Iteration 37Q: 3 clusters Score -2.012377e+07 nChanged 2600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27561 members 
Mstep: Class 2 contains 129568 members 
Entering Unmasked Estep 
Score: -20123650.000000 Penalty: 3888.567383
	Iteration 38Q: 3 clusters Score -2.012365e+07 nChanged 2381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25494 members 
Mstep: Class 2 contains 131635 members 
Entering Unmasked Estep 
Score: -20123490.000000 Penalty: 3888.567383
	Iteration 39Q: 3 clusters Score -2.012349e+07 nChanged 2145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23605 members 
Mstep: Class 2 contains 133524 members 
Entering Unmasked Estep 
Score: -20123438.000000 Penalty: 3888.567383
	Iteration 40F: 3 clusters Score -2.012344e+07 nChanged 2076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21759 members 
Mstep: Class 2 contains 135370 members 
Entering Unmasked Estep 
Score: -20123122.000000 Penalty: 3888.567383
	Iteration 41Q: 3 clusters Score -2.012312e+07 nChanged 1848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20149 members 
Mstep: Class 2 contains 136980 members 
Entering Unmasked Estep 
Score: -20123080.000000 Penalty: 3888.567383
	Iteration 42Q: 3 clusters Score -2.012308e+07 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18671 members 
Mstep: Class 2 contains 138458 members 
Entering Unmasked Estep 
Score: -20122794.000000 Penalty: 3888.567383
	Iteration 43Q: 3 clusters Score -2.012279e+07 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17351 members 
Mstep: Class 2 contains 139778 members 
Entering Unmasked Estep 
Score: -20122574.000000 Penalty: 3888.567383
	Iteration 44Q: 3 clusters Score -2.012257e+07 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16184 members 
Mstep: Class 2 contains 140945 members 
Entering Unmasked Estep 
Score: -20122344.000000 Penalty: 3888.567383
	Iteration 45Q: 3 clusters Score -2.012234e+07 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15129 members 
Mstep: Class 2 contains 142000 members 
Entering Unmasked Estep 
Score: -20122226.000000 Penalty: 3888.567383
	Iteration 46Q: 3 clusters Score -2.012223e+07 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14182 members 
Mstep: Class 2 contains 142947 members 
Entering Unmasked Estep 
Score: -20122130.000000 Penalty: 3888.567383
	Iteration 47Q: 3 clusters Score -2.012213e+07 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13311 members 
Mstep: Class 2 contains 143818 members 
Entering Unmasked Estep 
Score: -20121976.000000 Penalty: 3888.567383
	Iteration 48Q: 3 clusters Score -2.012198e+07 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12547 members 
Mstep: Class 2 contains 144582 members 
Entering Unmasked Estep 
Score: -20121816.000000 Penalty: 3888.567383
	Iteration 49Q: 3 clusters Score -2.012182e+07 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11871 members 
Mstep: Class 2 contains 145258 members 
Entering Unmasked Estep 
Score: -20121672.000000 Penalty: 3888.567383
	Iteration 50Q: 3 clusters Score -2.012167e+07 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11227 members 
Mstep: Class 2 contains 145902 members 
Entering Unmasked Estep 
Score: -20121564.000000 Penalty: 3888.567383
	Iteration 51Q: 3 clusters Score -2.012156e+07 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10598 members 
Mstep: Class 2 contains 146531 members 
Entering Unmasked Estep 
Score: -20121396.000000 Penalty: 3888.567383
	Iteration 52Q: 3 clusters Score -2.01214e+07 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9930 members 
Mstep: Class 2 contains 147199 members 
Entering Unmasked Estep 
Score: -20121372.000000 Penalty: 3888.567383
	Iteration 53Q: 3 clusters Score -2.012137e+07 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9291 members 
Mstep: Class 2 contains 147838 members 
Entering Unmasked Estep 
Score: -20121406.000000 Penalty: 3888.567383
	Iteration 54Q: 3 clusters Score -2.012141e+07 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8665 members 
Mstep: Class 2 contains 148464 members 
Entering Unmasked Estep 
Score: -20121452.000000 Penalty: 3888.567383
	Iteration 55Q: 3 clusters Score -2.012145e+07 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8032 members 
Mstep: Class 2 contains 149097 members 
Entering Unmasked Estep 
Score: -20121636.000000 Penalty: 3888.567383
	Iteration 56Q: 3 clusters Score -2.012164e+07 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7438 members 
Mstep: Class 2 contains 149691 members 
Entering Unmasked Estep 
Score: -20121842.000000 Penalty: 3888.567383
	Iteration 57Q: 3 clusters Score -2.012184e+07 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6848 members 
Mstep: Class 2 contains 150281 members 
Entering Unmasked Estep 
Score: -20122112.000000 Penalty: 3888.567383
	Iteration 58Q: 3 clusters Score -2.012211e+07 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6280 members 
Mstep: Class 2 contains 150849 members 
Entering Unmasked Estep 
Score: -20122102.000000 Penalty: 3888.567383
	Iteration 59Q: 3 clusters Score -2.01221e+07 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5740 members 
Mstep: Class 2 contains 151389 members 
Entering Unmasked Estep 
Score: -20122206.000000 Penalty: 3888.567383
	Iteration 60F: 3 clusters Score -2.012221e+07 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 151936 members 
Entering Unmasked Estep 
Score: -20122230.000000 Penalty: 3888.567383
	Iteration 61Q: 3 clusters Score -2.012223e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 152463 members 
Entering Unmasked Estep 
Score: -20122346.000000 Penalty: 3888.567383
	Iteration 62Q: 3 clusters Score -2.012235e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 152945 members 
Entering Unmasked Estep 
Score: -20122430.000000 Penalty: 3888.567383
	Iteration 63Q: 3 clusters Score -2.012243e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 153389 members 
Entering Unmasked Estep 
Score: -20122502.000000 Penalty: 3888.567383
	Iteration 64Q: 3 clusters Score -2.01225e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 153792 members 
Entering Unmasked Estep 
Score: -20122522.000000 Penalty: 3888.567383
	Iteration 65Q: 3 clusters Score -2.012252e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 154144 members 
Entering Unmasked Estep 
Score: -20122660.000000 Penalty: 3888.567383
	Iteration 66Q: 3 clusters Score -2.012266e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 154471 members 
Entering Unmasked Estep 
Score: -20122660.000000 Penalty: 3888.567383
	Iteration 67Q: 3 clusters Score -2.012266e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 154781 members 
Entering Unmasked Estep 
Score: -20122680.000000 Penalty: 3888.567383
	Iteration 68Q: 3 clusters Score -2.012268e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 155034 members 
Entering Unmasked Estep 
Score: -20122726.000000 Penalty: 3888.567383
	Iteration 69Q: 3 clusters Score -2.012273e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 155282 members 
Entering Unmasked Estep 
Score: -20122770.000000 Penalty: 3888.567383
	Iteration 70Q: 3 clusters Score -2.012277e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 155477 members 
Entering Unmasked Estep 
Score: -20122818.000000 Penalty: 3888.567383
	Iteration 71Q: 3 clusters Score -2.012282e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 155652 members 
Entering Unmasked Estep 
Score: -20122824.000000 Penalty: 3888.567383
	Iteration 72Q: 3 clusters Score -2.012282e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 155799 members 
Entering Unmasked Estep 
Score: -20122832.000000 Penalty: 3888.567383
	Iteration 73Q: 3 clusters Score -2.012283e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 155920 members 
Entering Unmasked Estep 
Score: -20122808.000000 Penalty: 3888.567383
	Iteration 74Q: 3 clusters Score -2.012281e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 156023 members 
Entering Unmasked Estep 
Score: -20122880.000000 Penalty: 3888.567383
	Iteration 75Q: 3 clusters Score -2.012288e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 156118 members 
Entering Unmasked Estep 
Score: -20122892.000000 Penalty: 3888.567383
	Iteration 76Q: 3 clusters Score -2.012289e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 156184 members 
Entering Unmasked Estep 
Score: -20122914.000000 Penalty: 3888.567383
	Iteration 77Q: 3 clusters Score -2.012291e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 156236 members 
Entering Unmasked Estep 
Score: -20122914.000000 Penalty: 3888.567383
	Iteration 78Q: 3 clusters Score -2.012291e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 156271 members 
Entering Unmasked Estep 
Score: -20122900.000000 Penalty: 3888.567383
	Iteration 79Q: 3 clusters Score -2.01229e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 156314 members 
Entering Unmasked Estep 
Score: -20122924.000000 Penalty: 3888.567383
	Iteration 80F: 3 clusters Score -2.012292e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 156349 members 
Entering Unmasked Estep 
Score: -20122906.000000 Penalty: 3888.567383
	Iteration 81Q: 3 clusters Score -2.012291e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 156377 members 
Entering Unmasked Estep 
Score: -20122918.000000 Penalty: 3888.567383
	Iteration 82Q: 3 clusters Score -2.012292e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 156402 members 
Entering Unmasked Estep 
Score: -20122958.000000 Penalty: 3888.567383
	Iteration 83Q: 3 clusters Score -2.012296e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 156422 members 
Entering Unmasked Estep 
Score: -20122956.000000 Penalty: 3888.567383
	Iteration 84Q: 3 clusters Score -2.012296e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 156441 members 
Entering Unmasked Estep 
Score: -20122964.000000 Penalty: 3888.567383
	Iteration 85Q: 3 clusters Score -2.012296e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 156453 members 
Entering Unmasked Estep 
Score: -20122984.000000 Penalty: 3888.567383
	Iteration 86Q: 3 clusters Score -2.012298e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 156459 members 
Entering Unmasked Estep 
Score: -20122984.000000 Penalty: 3888.567383
	Iteration 87Q: 3 clusters Score -2.012298e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 156463 members 
Entering Unmasked Estep 
Score: -20122986.000000 Penalty: 3888.567383
	Iteration 88Q: 3 clusters Score -2.012299e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 156469 members 
Entering Unmasked Estep 
Score: -20123006.000000 Penalty: 3888.567383
	Iteration 89Q: 3 clusters Score -2.012301e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 156480 members 
Entering Unmasked Estep 
Score: -20123028.000000 Penalty: 3888.567383
	Iteration 90Q: 3 clusters Score -2.012303e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 156489 members 
Entering Unmasked Estep 
Score: -20123024.000000 Penalty: 3888.567383
	Iteration 91Q: 3 clusters Score -2.012302e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 156499 members 
Entering Unmasked Estep 
Score: -20123012.000000 Penalty: 3888.567383
	Iteration 92Q: 3 clusters Score -2.012301e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 156503 members 
Entering Unmasked Estep 
Score: -20123032.000000 Penalty: 3888.567383
	Iteration 93Q: 3 clusters Score -2.012303e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 156506 members 
Entering Unmasked Estep 
Score: -20123044.000000 Penalty: 3888.567383
	Iteration 94Q: 3 clusters Score -2.012304e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 156509 members 
Entering Unmasked Estep 
Score: -20123038.000000 Penalty: 3888.567383
	Iteration 95Q: 3 clusters Score -2.012304e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 156510 members 
Entering Unmasked Estep 
Score: -20123020.000000 Penalty: 3888.567383
	Iteration 96Q: 3 clusters Score -2.012302e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 156510 members 
Entering Unmasked Estep 
Score: -20123024.000000 Penalty: 3888.567383
	Iteration 97Q: 3 clusters Score -2.012302e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 156511 members 
Entering Unmasked Estep 
Score: -20123034.000000 Penalty: 3888.567383
	Iteration 98Q: 3 clusters Score -2.012303e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 156510 members 
Entering Unmasked Estep 
Score: -20123030.000000 Penalty: 3888.567383
	Iteration 99Q: 3 clusters Score -2.012303e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 156510 members 
Entering Unmasked Estep 
Score: -20123030.000000 Penalty: 3888.567383
	Iteration 100F: 3 clusters Score -2.012303e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (5499 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5499 members 
Entering Unmasked Estep 
Score: -683466.562500 Penalty: 1399.502319
	Iteration 0F: 2 clusters Score -683466.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -679271.687500 Penalty: 2799.004639
	Iteration 0F: 3 clusters Score -679271.7 nChanged 2152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -680494.125000 Penalty: 2799.004639
	Iteration 1F: 3 clusters Score -680494.1 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -680785.750000 Penalty: 2799.004639
	Iteration 2F: 3 clusters Score -680785.8 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -681087.937500 Penalty: 2799.004639
	Iteration 3F: 3 clusters Score -681087.9 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -681364.625000 Penalty: 2799.004639
	Iteration 4F: 3 clusters Score -681364.6 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -681619.500000 Penalty: 2799.004639
	Iteration 5F: 3 clusters Score -681619.5 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -681892.500000 Penalty: 2799.004639
	Iteration 6F: 3 clusters Score -681892.5 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -682141.875000 Penalty: 2799.004639
	Iteration 7F: 3 clusters Score -682141.9 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -682314.187500 Penalty: 2799.004639
	Iteration 8Q: 3 clusters Score -682314.2 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -682422.937500 Penalty: 2799.004639
	Iteration 9Q: 3 clusters Score -682422.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -682521.187500 Penalty: 2799.004639
	Iteration 10Q: 3 clusters Score -682521.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -682603.562500 Penalty: 2799.004639
	Iteration 11Q: 3 clusters Score -682603.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -682664.000000 Penalty: 2799.004639
	Iteration 12Q: 3 clusters Score -682664 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -682711.562500 Penalty: 2799.004639
	Iteration 13Q: 3 clusters Score -682711.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -682735.312500 Penalty: 2799.004639
	Iteration 14Q: 3 clusters Score -682735.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -682756.500000 Penalty: 2799.004639
	Iteration 15Q: 3 clusters Score -682756.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -682770.125000 Penalty: 2799.004639
	Iteration 16Q: 3 clusters Score -682770.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -682779.000000 Penalty: 2799.004639
	Iteration 17Q: 3 clusters Score -682779 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -682783.375000 Penalty: 2799.004639
	Iteration 18Q: 3 clusters Score -682783.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -682787.625000 Penalty: 2799.004639
	Iteration 19Q: 3 clusters Score -682787.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -682790.687500 Penalty: 2799.004639
	Iteration 20F: 3 clusters Score -682790.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -682791.687500 Penalty: 2799.004639
	Iteration 21Q: 3 clusters Score -682791.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -682795.375000 Penalty: 2799.004639
	Iteration 22Q: 3 clusters Score -682795.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -682797.062500 Penalty: 2799.004639
	Iteration 23Q: 3 clusters Score -682797.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -682803.625000 Penalty: 2799.004639
	Iteration 24Q: 3 clusters Score -682803.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -682810.000000 Penalty: 2799.004639
	Iteration 25Q: 3 clusters Score -682810 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -682817.875000 Penalty: 2799.004639
	Iteration 26Q: 3 clusters Score -682817.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -682823.125000 Penalty: 2799.004639
	Iteration 27Q: 3 clusters Score -682823.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -682826.937500 Penalty: 2799.004639
	Iteration 28Q: 3 clusters Score -682826.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -682830.250000 Penalty: 2799.004639
	Iteration 29Q: 3 clusters Score -682830.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -682831.187500 Penalty: 2799.004639
	Iteration 30Q: 3 clusters Score -682831.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -682834.375000 Penalty: 2799.004639
	Iteration 31Q: 3 clusters Score -682834.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -682838.562500 Penalty: 2799.004639
	Iteration 32Q: 3 clusters Score -682838.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -682840.562500 Penalty: 2799.004639
	Iteration 33Q: 3 clusters Score -682840.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -682841.937500 Penalty: 2799.004639
	Iteration 34Q: 3 clusters Score -682841.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -682841.125000 Penalty: 2799.004639
	Iteration 35Q: 3 clusters Score -682841.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -682843.312500 Penalty: 2799.004639
	Iteration 36Q: 3 clusters Score -682843.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -682843.437500 Penalty: 2799.004639
	Iteration 37Q: 3 clusters Score -682843.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -682844.500000 Penalty: 2799.004639
	Iteration 38Q: 3 clusters Score -682844.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -682843.812500 Penalty: 2799.004639
	Iteration 39Q: 3 clusters Score -682843.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -682845.437500 Penalty: 2799.004639
	Iteration 40F: 3 clusters Score -682845.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -682846.312500 Penalty: 2799.004639
	Iteration 41Q: 3 clusters Score -682846.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -682846.312500 Penalty: 2799.004639
	Iteration 42Q: 3 clusters Score -682846.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -682848.437500 Penalty: 2799.004639
	Iteration 43Q: 3 clusters Score -682848.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -682848.312500 Penalty: 2799.004639
	Iteration 44Q: 3 clusters Score -682848.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -682849.437500 Penalty: 2799.004639
	Iteration 45Q: 3 clusters Score -682849.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -682848.937500 Penalty: 2799.004639
	Iteration 46Q: 3 clusters Score -682848.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -682849.062500 Penalty: 2799.004639
	Iteration 47Q: 3 clusters Score -682849.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -682849.000000 Penalty: 2799.004639
	Iteration 48Q: 3 clusters Score -682849 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -682849.000000 Penalty: 2799.004639
	Iteration 49F: 3 clusters Score -682849 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (4922 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4922 members 
Entering Unmasked Estep 
Score: -589746.000000 Penalty: 1381.489014
	Iteration 0F: 2 clusters Score -589746 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -585791.687500 Penalty: 2762.978027
	Iteration 0F: 3 clusters Score -585791.7 nChanged 1995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -586896.375000 Penalty: 2762.978027
	Iteration 1F: 3 clusters Score -586896.4 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -587181.062500 Penalty: 2762.978027
	Iteration 2F: 3 clusters Score -587181.1 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -587505.187500 Penalty: 2762.978027
	Iteration 3F: 3 clusters Score -587505.2 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -587899.437500 Penalty: 2762.978027
	Iteration 4F: 3 clusters Score -587899.4 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -588351.812500 Penalty: 2762.978027
	Iteration 5F: 3 clusters Score -588351.8 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -588814.562500 Penalty: 2762.978027
	Iteration 6F: 3 clusters Score -588814.6 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -589169.375000 Penalty: 2762.978027
	Iteration 7F: 3 clusters Score -589169.4 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -589375.062500 Penalty: 2762.978027
	Iteration 8Q: 3 clusters Score -589375.1 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -589477.625000 Penalty: 2762.978027
	Iteration 9Q: 3 clusters Score -589477.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -589567.187500 Penalty: 2762.978027
	Iteration 10Q: 3 clusters Score -589567.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -589634.812500 Penalty: 2762.978027
	Iteration 11Q: 3 clusters Score -589634.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -589681.000000 Penalty: 2762.978027
	Iteration 12Q: 3 clusters Score -589681 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -589711.937500 Penalty: 2762.978027
	Iteration 13Q: 3 clusters Score -589711.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -589740.875000 Penalty: 2762.978027
	Iteration 14Q: 3 clusters Score -589740.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -589756.750000 Penalty: 2762.978027
	Iteration 15Q: 3 clusters Score -589756.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -589765.812500 Penalty: 2762.978027
	Iteration 16Q: 3 clusters Score -589765.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -589771.125000 Penalty: 2762.978027
	Iteration 17Q: 3 clusters Score -589771.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -589781.937500 Penalty: 2762.978027
	Iteration 18Q: 3 clusters Score -589781.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -589791.500000 Penalty: 2762.978027
	Iteration 19Q: 3 clusters Score -589791.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -589801.250000 Penalty: 2762.978027
	Iteration 20F: 3 clusters Score -589801.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -589809.312500 Penalty: 2762.978027
	Iteration 21Q: 3 clusters Score -589809.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -589821.500000 Penalty: 2762.978027
	Iteration 22Q: 3 clusters Score -589821.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -589835.875000 Penalty: 2762.978027
	Iteration 23Q: 3 clusters Score -589835.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -589847.687500 Penalty: 2762.978027
	Iteration 24Q: 3 clusters Score -589847.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -589851.625000 Penalty: 2762.978027
	Iteration 25Q: 3 clusters Score -589851.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -589855.187500 Penalty: 2762.978027
	Iteration 26Q: 3 clusters Score -589855.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -589855.500000 Penalty: 2762.978027
	Iteration 27Q: 3 clusters Score -589855.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -589857.000000 Penalty: 2762.978027
	Iteration 28Q: 3 clusters Score -589857 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -589858.687500 Penalty: 2762.978027
	Iteration 29Q: 3 clusters Score -589858.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -589860.312500 Penalty: 2762.978027
	Iteration 30Q: 3 clusters Score -589860.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -589860.187500 Penalty: 2762.978027
	Iteration 31Q: 3 clusters Score -589860.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -589861.250000 Penalty: 2762.978027
	Iteration 32Q: 3 clusters Score -589861.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -589861.375000 Penalty: 2762.978027
	Iteration 33Q: 3 clusters Score -589861.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -589861.125000 Penalty: 2762.978027
	Iteration 34Q: 3 clusters Score -589861.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -589861.687500 Penalty: 2762.978027
	Iteration 35Q: 3 clusters Score -589861.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -589862.187500 Penalty: 2762.978027
	Iteration 36Q: 3 clusters Score -589862.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -589862.187500 Penalty: 2762.978027
	Iteration 37F: 3 clusters Score -589862.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 558 members 
Mstep: Class 3 contains 18235 members 
Mstep: Class 4 contains 3460 members 
Mstep: Class 5 contains 24508 members 
Mstep: Class 6 contains 93640 members 
Mstep: Class 7 contains 2788 members 
Mstep: Class 8 contains 157129 members 
Mstep: Class 9 contains 5499 members 
Mstep: Class 10 contains 3434 members 
Mstep: Class 11 contains 8950 members 
Mstep: Class 12 contains 3144 members 
Mstep: Class 13 contains 3016 members 
Mstep: Class 14 contains 7507 members 
Mstep: Class 15 contains 41862 members 
Mstep: Class 16 contains 34839 members 
Mstep: Class 17 contains 36634 members 
Mstep: Class 18 contains 13681 members 
Mstep: Class 19 contains 7603 members 
Mstep: Class 20 contains 6252 members 
Mstep: Class 21 contains 67051 members 
Mstep: Class 22 contains 4619 members 
Mstep: Class 23 contains 9424 members 
Mstep: Class 24 contains 17986 members 
Mstep: Class 25 contains 659 members 
Mstep: Class 26 contains 31002 members 
Mstep: Class 27 contains 11779 members 
Mstep: Class 28 contains 19244 members 
Mstep: Class 29 contains 50609 members 
Mstep: Class 30 contains 19436 members 
Mstep: Class 31 contains 23211 members 
Mstep: Class 32 contains 4980 members 
Mstep: Class 33 contains 6436 members 
Mstep: Class 34 contains 9571 members 
Mstep: Class 35 contains 57620 members 
Mstep: Class 36 contains 12041 members 
Mstep: Class 37 contains 1488 members 
Entering Unmasked Estep 
Score: -100237056.000000 Penalty: 81877.195312
Splitting cluster 10 changes total score from -100237488.000000 to -100237056.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 11 (8950 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8950 members 
Entering Unmasked Estep 
Score: -1117410.750000 Penalty: 1478.653931
	Iteration 0F: 2 clusters Score -1117411 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -1111003.250000 Penalty: 2957.307861
	Iteration 0F: 3 clusters Score -1111003 nChanged 3762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -1113102.000000 Penalty: 2957.307861
	Iteration 1F: 3 clusters Score -1113102 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -1113416.375000 Penalty: 2957.307861
	Iteration 2F: 3 clusters Score -1113416 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 4900 members 
Entering Unmasked Estep 
Score: -1113693.250000 Penalty: 2957.307861
	Iteration 3F: 3 clusters Score -1113693 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 5122 members 
Entering Unmasked Estep 
Score: -1113920.875000 Penalty: 2957.307861
	Iteration 4F: 3 clusters Score -1113921 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 5390 members 
Entering Unmasked Estep 
Score: -1114131.375000 Penalty: 2957.307861
	Iteration 5F: 3 clusters Score -1114131 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 5644 members 
Entering Unmasked Estep 
Score: -1114307.875000 Penalty: 2957.307861
	Iteration 6Q: 3 clusters Score -1114308 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 5970 members 
Entering Unmasked Estep 
Score: -1114527.875000 Penalty: 2957.307861
	Iteration 7Q: 3 clusters Score -1114528 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 6297 members 
Entering Unmasked Estep 
Score: -1114758.000000 Penalty: 2957.307861
	Iteration 8Q: 3 clusters Score -1114758 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 6595 members 
Entering Unmasked Estep 
Score: -1114969.375000 Penalty: 2957.307861
	Iteration 9Q: 3 clusters Score -1114969 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 6876 members 
Entering Unmasked Estep 
Score: -1115152.625000 Penalty: 2957.307861
	Iteration 10Q: 3 clusters Score -1115153 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 7139 members 
Entering Unmasked Estep 
Score: -1115320.750000 Penalty: 2957.307861
	Iteration 11Q: 3 clusters Score -1115321 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 7369 members 
Entering Unmasked Estep 
Score: -1115475.000000 Penalty: 2957.307861
	Iteration 12Q: 3 clusters Score -1115475 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 7582 members 
Entering Unmasked Estep 
Score: -1115628.500000 Penalty: 2957.307861
	Iteration 13Q: 3 clusters Score -1115628 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 7780 members 
Entering Unmasked Estep 
Score: -1115776.250000 Penalty: 2957.307861
	Iteration 14Q: 3 clusters Score -1115776 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 7962 members 
Entering Unmasked Estep 
Score: -1115915.625000 Penalty: 2957.307861
	Iteration 15Q: 3 clusters Score -1115916 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 8112 members 
Entering Unmasked Estep 
Score: -1116029.125000 Penalty: 2957.307861
	Iteration 16Q: 3 clusters Score -1116029 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 8211 members 
Entering Unmasked Estep 
Score: -1116114.500000 Penalty: 2957.307861
	Iteration 17Q: 3 clusters Score -1116114 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 8300 members 
Entering Unmasked Estep 
Score: -1116178.625000 Penalty: 2957.307861
	Iteration 18Q: 3 clusters Score -1116179 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 8354 members 
Entering Unmasked Estep 
Score: -1116219.000000 Penalty: 2957.307861
	Iteration 19Q: 3 clusters Score -1116219 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 8390 members 
Entering Unmasked Estep 
Score: -1116242.250000 Penalty: 2957.307861
	Iteration 20F: 3 clusters Score -1116242 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 8416 members 
Entering Unmasked Estep 
Score: -1116261.375000 Penalty: 2957.307861
	Iteration 21Q: 3 clusters Score -1116261 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 8438 members 
Entering Unmasked Estep 
Score: -1116276.125000 Penalty: 2957.307861
	Iteration 22Q: 3 clusters Score -1116276 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 8463 members 
Entering Unmasked Estep 
Score: -1116294.750000 Penalty: 2957.307861
	Iteration 23Q: 3 clusters Score -1116295 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 8477 members 
Entering Unmasked Estep 
Score: -1116309.250000 Penalty: 2957.307861
	Iteration 24Q: 3 clusters Score -1116309 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 8489 members 
Entering Unmasked Estep 
Score: -1116317.000000 Penalty: 2957.307861
	Iteration 25Q: 3 clusters Score -1116317 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 8498 members 
Entering Unmasked Estep 
Score: -1116321.750000 Penalty: 2957.307861
	Iteration 26Q: 3 clusters Score -1116322 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 8501 members 
Entering Unmasked Estep 
Score: -1116326.250000 Penalty: 2957.307861
	Iteration 27Q: 3 clusters Score -1116326 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 8505 members 
Entering Unmasked Estep 
Score: -1116328.375000 Penalty: 2957.307861
	Iteration 28Q: 3 clusters Score -1116328 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 8507 members 
Entering Unmasked Estep 
Score: -1116329.250000 Penalty: 2957.307861
	Iteration 29Q: 3 clusters Score -1116329 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 8511 members 
Entering Unmasked Estep 
Score: -1116332.375000 Penalty: 2957.307861
	Iteration 30Q: 3 clusters Score -1116332 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 8511 members 
Entering Unmasked Estep 
Score: -1116333.250000 Penalty: 2957.307861
	Iteration 31Q: 3 clusters Score -1116333 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 8514 members 
Entering Unmasked Estep 
Score: -1116333.375000 Penalty: 2957.307861
	Iteration 32Q: 3 clusters Score -1116333 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 8518 members 
Entering Unmasked Estep 
Score: -1116337.250000 Penalty: 2957.307861
	Iteration 33Q: 3 clusters Score -1116337 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 8521 members 
Entering Unmasked Estep 
Score: -1116338.625000 Penalty: 2957.307861
	Iteration 34Q: 3 clusters Score -1116339 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 8521 members 
Entering Unmasked Estep 
Score: -1116338.625000 Penalty: 2957.307861
	Iteration 35F: 3 clusters Score -1116339 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (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: -381135.093750 Penalty: 1308.653320
	Iteration 0F: 2 clusters Score -381135.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -378348.937500 Penalty: 2617.306641
	Iteration 0F: 3 clusters Score -378348.9 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -379024.906250 Penalty: 2617.306641
	Iteration 1F: 3 clusters Score -379024.9 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -379202.562500 Penalty: 2617.306641
	Iteration 2F: 3 clusters Score -379202.6 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -379391.812500 Penalty: 2617.306641
	Iteration 3F: 3 clusters Score -379391.8 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -379579.656250 Penalty: 2617.306641
	Iteration 4F: 3 clusters Score -379579.7 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -379823.656250 Penalty: 2617.306641
	Iteration 5F: 3 clusters Score -379823.7 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -380043.437500 Penalty: 2617.306641
	Iteration 6F: 3 clusters Score -380043.4 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -380169.156250 Penalty: 2617.306641
	Iteration 7Q: 3 clusters Score -380169.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -380233.562500 Penalty: 2617.306641
	Iteration 8Q: 3 clusters Score -380233.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -380270.718750 Penalty: 2617.306641
	Iteration 9Q: 3 clusters Score -380270.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -380293.875000 Penalty: 2617.306641
	Iteration 10Q: 3 clusters Score -380293.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -380315.093750 Penalty: 2617.306641
	Iteration 11Q: 3 clusters Score -380315.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -380337.250000 Penalty: 2617.306641
	Iteration 12Q: 3 clusters Score -380337.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -380347.781250 Penalty: 2617.306641
	Iteration 13Q: 3 clusters Score -380347.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -380353.468750 Penalty: 2617.306641
	Iteration 14Q: 3 clusters Score -380353.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -380358.468750 Penalty: 2617.306641
	Iteration 15Q: 3 clusters Score -380358.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -380361.687500 Penalty: 2617.306641
	Iteration 16Q: 3 clusters Score -380361.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -380363.906250 Penalty: 2617.306641
	Iteration 17Q: 3 clusters Score -380363.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -380365.781250 Penalty: 2617.306641
	Iteration 18Q: 3 clusters Score -380365.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -380365.937500 Penalty: 2617.306641
	Iteration 19Q: 3 clusters Score -380365.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -380365.937500 Penalty: 2617.306641
	Iteration 20F: 3 clusters Score -380365.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (3016 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Entering Unmasked Estep 
Score: -380931.468750 Penalty: 1301.899048
	Iteration 0F: 2 clusters Score -380931.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -378201.093750 Penalty: 2603.798096
	Iteration 0F: 3 clusters Score -378201.1 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -378860.406250 Penalty: 2603.798096
	Iteration 1F: 3 clusters Score -378860.4 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -378984.343750 Penalty: 2603.798096
	Iteration 2F: 3 clusters Score -378984.3 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -379048.062500 Penalty: 2603.798096
	Iteration 3Q: 3 clusters Score -379048.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -379090.656250 Penalty: 2603.798096
	Iteration 4Q: 3 clusters Score -379090.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -379110.718750 Penalty: 2603.798096
	Iteration 5Q: 3 clusters Score -379110.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -379125.312500 Penalty: 2603.798096
	Iteration 6Q: 3 clusters Score -379125.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -379138.250000 Penalty: 2603.798096
	Iteration 7Q: 3 clusters Score -379138.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -379151.593750 Penalty: 2603.798096
	Iteration 8Q: 3 clusters Score -379151.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -379160.000000 Penalty: 2603.798096
	Iteration 9Q: 3 clusters Score -379160 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -379166.562500 Penalty: 2603.798096
	Iteration 10Q: 3 clusters Score -379166.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -379174.968750 Penalty: 2603.798096
	Iteration 11Q: 3 clusters Score -379175 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -379183.875000 Penalty: 2603.798096
	Iteration 12Q: 3 clusters Score -379183.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -379191.625000 Penalty: 2603.798096
	Iteration 13Q: 3 clusters Score -379191.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -379200.218750 Penalty: 2603.798096
	Iteration 14Q: 3 clusters Score -379200.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -379209.781250 Penalty: 2603.798096
	Iteration 15Q: 3 clusters Score -379209.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -379220.312500 Penalty: 2603.798096
	Iteration 16Q: 3 clusters Score -379220.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -379228.562500 Penalty: 2603.798096
	Iteration 17Q: 3 clusters Score -379228.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -379235.375000 Penalty: 2603.798096
	Iteration 18Q: 3 clusters Score -379235.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -379242.468750 Penalty: 2603.798096
	Iteration 19Q: 3 clusters Score -379242.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -379247.125000 Penalty: 2603.798096
	Iteration 20F: 3 clusters Score -379247.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -379253.281250 Penalty: 2603.798096
	Iteration 21Q: 3 clusters Score -379253.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -379261.125000 Penalty: 2603.798096
	Iteration 22Q: 3 clusters Score -379261.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -379268.812500 Penalty: 2603.798096
	Iteration 23Q: 3 clusters Score -379268.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -379279.531250 Penalty: 2603.798096
	Iteration 24Q: 3 clusters Score -379279.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -379297.531250 Penalty: 2603.798096
	Iteration 25Q: 3 clusters Score -379297.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -379317.187500 Penalty: 2603.798096
	Iteration 26Q: 3 clusters Score -379317.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -379337.875000 Penalty: 2603.798096
	Iteration 27Q: 3 clusters Score -379337.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -379364.437500 Penalty: 2603.798096
	Iteration 28Q: 3 clusters Score -379364.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -379390.125000 Penalty: 2603.798096
	Iteration 29Q: 3 clusters Score -379390.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -379417.250000 Penalty: 2603.798096
	Iteration 30Q: 3 clusters Score -379417.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -379446.218750 Penalty: 2603.798096
	Iteration 31Q: 3 clusters Score -379446.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -379479.875000 Penalty: 2603.798096
	Iteration 32Q: 3 clusters Score -379479.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -379511.281250 Penalty: 2603.798096
	Iteration 33Q: 3 clusters Score -379511.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -379536.468750 Penalty: 2603.798096
	Iteration 34Q: 3 clusters Score -379536.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -379567.375000 Penalty: 2603.798096
	Iteration 35Q: 3 clusters Score -379567.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -379591.062500 Penalty: 2603.798096
	Iteration 36Q: 3 clusters Score -379591.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -379605.656250 Penalty: 2603.798096
	Iteration 37Q: 3 clusters Score -379605.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -379619.750000 Penalty: 2603.798096
	Iteration 38Q: 3 clusters Score -379619.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -379634.250000 Penalty: 2603.798096
	Iteration 39Q: 3 clusters Score -379634.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -379662.843750 Penalty: 2603.798096
	Iteration 40F: 3 clusters Score -379662.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -379682.875000 Penalty: 2603.798096
	Iteration 41Q: 3 clusters Score -379682.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -379695.687500 Penalty: 2603.798096
	Iteration 42Q: 3 clusters Score -379695.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -379705.625000 Penalty: 2603.798096
	Iteration 43Q: 3 clusters Score -379705.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -379713.031250 Penalty: 2603.798096
	Iteration 44Q: 3 clusters Score -379713 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -379721.812500 Penalty: 2603.798096
	Iteration 45Q: 3 clusters Score -379721.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -379731.375000 Penalty: 2603.798096
	Iteration 46Q: 3 clusters Score -379731.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -379739.875000 Penalty: 2603.798096
	Iteration 47Q: 3 clusters Score -379739.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -379746.156250 Penalty: 2603.798096
	Iteration 48Q: 3 clusters Score -379746.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -379752.250000 Penalty: 2603.798096
	Iteration 49Q: 3 clusters Score -379752.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -379759.437500 Penalty: 2603.798096
	Iteration 50Q: 3 clusters Score -379759.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -379760.531250 Penalty: 2603.798096
	Iteration 51Q: 3 clusters Score -379760.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -379763.343750 Penalty: 2603.798096
	Iteration 52Q: 3 clusters Score -379763.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -379763.343750 Penalty: 2603.798096
	Iteration 53F: 3 clusters Score -379763.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (7507 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7507 members 
Entering Unmasked Estep 
Score: -801221.437500 Penalty: 1450.083618
	Iteration 0F: 2 clusters Score -801221.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -795796.750000 Penalty: 2900.167236
	Iteration 0F: 3 clusters Score -795796.8 nChanged 3205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -798540.750000 Penalty: 2900.167236
	Iteration 1F: 3 clusters Score -798540.8 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -799483.250000 Penalty: 2900.167236
	Iteration 2F: 3 clusters Score -799483.2 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -800035.875000 Penalty: 2900.167236
	Iteration 3F: 3 clusters Score -800035.9 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -800396.375000 Penalty: 2900.167236
	Iteration 4F: 3 clusters Score -800396.4 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -800669.750000 Penalty: 2900.167236
	Iteration 5Q: 3 clusters Score -800669.8 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -800892.625000 Penalty: 2900.167236
	Iteration 6Q: 3 clusters Score -800892.6 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -801093.687500 Penalty: 2900.167236
	Iteration 7Q: 3 clusters Score -801093.7 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -801251.625000 Penalty: 2900.167236
	Iteration 8Q: 3 clusters Score -801251.6 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -801347.437500 Penalty: 2900.167236
	Iteration 9Q: 3 clusters Score -801347.4 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5066 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -801419.250000 Penalty: 2900.167236
	Iteration 10Q: 3 clusters Score -801419.2 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5137 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -801474.375000 Penalty: 2900.167236
	Iteration 11Q: 3 clusters Score -801474.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -801503.062500 Penalty: 2900.167236
	Iteration 12Q: 3 clusters Score -801503.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5274 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -801528.375000 Penalty: 2900.167236
	Iteration 13Q: 3 clusters Score -801528.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -801546.812500 Penalty: 2900.167236
	Iteration 14Q: 3 clusters Score -801546.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -801555.125000 Penalty: 2900.167236
	Iteration 15Q: 3 clusters Score -801555.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -801562.875000 Penalty: 2900.167236
	Iteration 16Q: 3 clusters Score -801562.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -801570.125000 Penalty: 2900.167236
	Iteration 17Q: 3 clusters Score -801570.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5450 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -801575.000000 Penalty: 2900.167236
	Iteration 18Q: 3 clusters Score -801575 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5470 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -801579.250000 Penalty: 2900.167236
	Iteration 19Q: 3 clusters Score -801579.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5486 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -801583.875000 Penalty: 2900.167236
	Iteration 20F: 3 clusters Score -801583.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5495 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -801586.625000 Penalty: 2900.167236
	Iteration 21Q: 3 clusters Score -801586.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5498 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -801589.625000 Penalty: 2900.167236
	Iteration 22Q: 3 clusters Score -801589.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -801590.625000 Penalty: 2900.167236
	Iteration 23Q: 3 clusters Score -801590.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5510 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -801589.687500 Penalty: 2900.167236
	Iteration 24Q: 3 clusters Score -801589.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5518 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -801592.375000 Penalty: 2900.167236
	Iteration 25Q: 3 clusters Score -801592.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5523 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -801593.375000 Penalty: 2900.167236
	Iteration 26Q: 3 clusters Score -801593.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5527 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -801593.687500 Penalty: 2900.167236
	Iteration 27Q: 3 clusters Score -801593.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -801595.250000 Penalty: 2900.167236
	Iteration 28Q: 3 clusters Score -801595.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5538 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -801596.000000 Penalty: 2900.167236
	Iteration 29Q: 3 clusters Score -801596 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5542 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -801598.812500 Penalty: 2900.167236
	Iteration 30Q: 3 clusters Score -801598.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5552 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -801599.125000 Penalty: 2900.167236
	Iteration 31Q: 3 clusters Score -801599.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -801600.500000 Penalty: 2900.167236
	Iteration 32Q: 3 clusters Score -801600.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5567 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -801603.062500 Penalty: 2900.167236
	Iteration 33Q: 3 clusters Score -801603.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5575 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -801602.625000 Penalty: 2900.167236
	Iteration 34Q: 3 clusters Score -801602.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5582 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -801605.312500 Penalty: 2900.167236
	Iteration 35Q: 3 clusters Score -801605.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5588 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -801606.875000 Penalty: 2900.167236
	Iteration 36Q: 3 clusters Score -801606.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5590 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -801605.812500 Penalty: 2900.167236
	Iteration 37Q: 3 clusters Score -801605.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5593 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -801606.562500 Penalty: 2900.167236
	Iteration 38Q: 3 clusters Score -801606.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5594 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -801607.250000 Penalty: 2900.167236
	Iteration 39Q: 3 clusters Score -801607.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5594 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -801607.250000 Penalty: 2900.167236
	Iteration 40F: 3 clusters Score -801607.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 558 members 
Mstep: Class 3 contains 18235 members 
Mstep: Class 4 contains 3460 members 
Mstep: Class 5 contains 24508 members 
Mstep: Class 6 contains 93640 members 
Mstep: Class 7 contains 2788 members 
Mstep: Class 8 contains 157129 members 
Mstep: Class 9 contains 5499 members 
Mstep: Class 10 contains 4922 members 
Mstep: Class 11 contains 8950 members 
Mstep: Class 12 contains 3144 members 
Mstep: Class 13 contains 3016 members 
Mstep: Class 14 contains 5594 members 
Mstep: Class 15 contains 41862 members 
Mstep: Class 16 contains 34839 members 
Mstep: Class 17 contains 36634 members 
Mstep: Class 18 contains 13681 members 
Mstep: Class 19 contains 7603 members 
Mstep: Class 20 contains 6252 members 
Mstep: Class 21 contains 67051 members 
Mstep: Class 22 contains 4619 members 
Mstep: Class 23 contains 9424 members 
Mstep: Class 24 contains 17986 members 
Mstep: Class 25 contains 659 members 
Mstep: Class 26 contains 31002 members 
Mstep: Class 27 contains 11779 members 
Mstep: Class 28 contains 19244 members 
Mstep: Class 29 contains 50609 members 
Mstep: Class 30 contains 19436 members 
Mstep: Class 31 contains 23211 members 
Mstep: Class 32 contains 4980 members 
Mstep: Class 33 contains 6436 members 
Mstep: Class 34 contains 9571 members 
Mstep: Class 35 contains 57620 members 
Mstep: Class 36 contains 12041 members 
Mstep: Class 37 contains 1913 members 
Entering Unmasked Estep 
Score: -100237840.000000 Penalty: 81877.195312
Splitting cluster 14 changes total score from -100237488.000000 to -100237840.000000
So it's getting split into cluster 37.
Entering ConstructFrom: 
Trying to split cluster 15 (41862 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41862 members 
Entering Unmasked Estep 
Score: -5291559.500000 Penalty: 1729.346680
	Iteration 0F: 2 clusters Score -5291560 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21067 members 
Mstep: Class 2 contains 20795 members 
Entering Unmasked Estep 
Score: -5263591.500000 Penalty: 3458.693359
	Iteration 0F: 3 clusters Score -5263592 nChanged 19449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22136 members 
Mstep: Class 2 contains 19726 members 
Entering Unmasked Estep 
Score: -5274524.000000 Penalty: 3458.693359
	Iteration 1F: 3 clusters Score -5274524 nChanged 1788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22922 members 
Mstep: Class 2 contains 18940 members 
Entering Unmasked Estep 
Score: -5275112.500000 Penalty: 3458.693359
	Iteration 2Q: 3 clusters Score -5275112 nChanged 1938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24104 members 
Mstep: Class 2 contains 17758 members 
Entering Unmasked Estep 
Score: -5275918.000000 Penalty: 3458.693359
	Iteration 3Q: 3 clusters Score -5275918 nChanged 2275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25829 members 
Mstep: Class 2 contains 16033 members 
Entering Unmasked Estep 
Score: -5277021.500000 Penalty: 3458.693359
	Iteration 4F: 3 clusters Score -5277022 nChanged 2642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28107 members 
Mstep: Class 2 contains 13755 members 
Entering Unmasked Estep 
Score: -5278626.000000 Penalty: 3458.693359
	Iteration 5F: 3 clusters Score -5278626 nChanged 3129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31002 members 
Mstep: Class 2 contains 10860 members 
Entering Unmasked Estep 
Score: -5280995.000000 Penalty: 3458.693359
	Iteration 6F: 3 clusters Score -5280995 nChanged 3250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34122 members 
Mstep: Class 2 contains 7740 members 
Entering Unmasked Estep 
Score: -5283744.000000 Penalty: 3458.693359
	Iteration 7F: 3 clusters Score -5283744 nChanged 2756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36822 members 
Mstep: Class 2 contains 5040 members 
Entering Unmasked Estep 
Score: -5286115.000000 Penalty: 3458.693359
	Iteration 8F: 3 clusters Score -5286115 nChanged 2058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38856 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -5287858.000000 Penalty: 3458.693359
	Iteration 9Q: 3 clusters Score -5287858 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40103 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -5288878.500000 Penalty: 3458.693359
	Iteration 10Q: 3 clusters Score -5288878 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40812 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -5289452.500000 Penalty: 3458.693359
	Iteration 11Q: 3 clusters Score -5289452 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41126 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -5289729.500000 Penalty: 3458.693359
	Iteration 12Q: 3 clusters Score -5289730 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41271 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -5289853.000000 Penalty: 3458.693359
	Iteration 13Q: 3 clusters Score -5289853 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41351 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -5289922.000000 Penalty: 3458.693359
	Iteration 14Q: 3 clusters Score -5289922 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41400 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -5289975.000000 Penalty: 3458.693359
	Iteration 15Q: 3 clusters Score -5289975 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41434 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -5290007.500000 Penalty: 3458.693359
	Iteration 16Q: 3 clusters Score -5290008 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41460 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -5290030.500000 Penalty: 3458.693359
	Iteration 17Q: 3 clusters Score -5290030 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41474 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -5290045.500000 Penalty: 3458.693359
	Iteration 18Q: 3 clusters Score -5290046 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41480 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -5290057.000000 Penalty: 3458.693359
	Iteration 19Q: 3 clusters Score -5290057 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41485 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -5290066.500000 Penalty: 3458.693359
	Iteration 20F: 3 clusters Score -5290066 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41491 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -5290074.000000 Penalty: 3458.693359
	Iteration 21Q: 3 clusters Score -5290074 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41496 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -5290076.500000 Penalty: 3458.693359
	Iteration 22Q: 3 clusters Score -5290076 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41498 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -5290083.500000 Penalty: 3458.693359
	Iteration 23Q: 3 clusters Score -5290084 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41502 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -5290078.000000 Penalty: 3458.693359
	Iteration 24Q: 3 clusters Score -5290078 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41503 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -5290081.000000 Penalty: 3458.693359
	Iteration 25Q: 3 clusters Score -5290081 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41505 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -5290079.500000 Penalty: 3458.693359
	Iteration 26Q: 3 clusters Score -5290080 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41508 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -5290086.000000 Penalty: 3458.693359
	Iteration 27Q: 3 clusters Score -5290086 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41506 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -5290082.000000 Penalty: 3458.693359
	Iteration 28Q: 3 clusters Score -5290082 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41506 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -5290082.000000 Penalty: 3458.693359
	Iteration 29F: 3 clusters Score -5290082 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (34839 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34839 members 
Entering Unmasked Estep 
Score: -4322746.000000 Penalty: 1699.505005
	Iteration 0F: 2 clusters Score -4322746 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17425 members 
Mstep: Class 2 contains 17414 members 
Entering Unmasked Estep 
Score: -4299218.000000 Penalty: 3399.010010
	Iteration 0F: 3 clusters Score -4299218 nChanged 16257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17846 members 
Mstep: Class 2 contains 16993 members 
Entering Unmasked Estep 
Score: -4309344.000000 Penalty: 3399.010010
	Iteration 1F: 3 clusters Score -4309344 nChanged 2635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18227 members 
Mstep: Class 2 contains 16612 members 
Entering Unmasked Estep 
Score: -4312020.000000 Penalty: 3399.010010
	Iteration 2F: 3 clusters Score -4312020 nChanged 3502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18625 members 
Mstep: Class 2 contains 16214 members 
Entering Unmasked Estep 
Score: -4317323.000000 Penalty: 3399.010010
	Iteration 3F: 3 clusters Score -4317323 nChanged 3836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18179 members 
Mstep: Class 2 contains 16660 members 
Entering Unmasked Estep 
Score: -4323955.500000 Penalty: 3399.010010
	Iteration 4F: 3 clusters Score -4323956 nChanged 3428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16919 members 
Mstep: Class 2 contains 17920 members 
Entering Unmasked Estep 
Score: -4330517.000000 Penalty: 3399.010010
	Iteration 5F: 3 clusters Score -4330517 nChanged 2255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16094 members 
Mstep: Class 2 contains 18745 members 
Entering Unmasked Estep 
Score: -4334873.000000 Penalty: 3399.010010
	Iteration 6F: 3 clusters Score -4334873 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15973 members 
Mstep: Class 2 contains 18866 members 
Entering Unmasked Estep 
Score: -4335519.000000 Penalty: 3399.010010
	Iteration 7Q: 3 clusters Score -4335519 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15999 members 
Mstep: Class 2 contains 18840 members 
Entering Unmasked Estep 
Score: -4335562.500000 Penalty: 3399.010010
	Iteration 8Q: 3 clusters Score -4335562 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16017 members 
Mstep: Class 2 contains 18822 members 
Entering Unmasked Estep 
Score: -4335571.500000 Penalty: 3399.010010
	Iteration 9Q: 3 clusters Score -4335572 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16028 members 
Mstep: Class 2 contains 18811 members 
Entering Unmasked Estep 
Score: -4335564.000000 Penalty: 3399.010010
	Iteration 10Q: 3 clusters Score -4335564 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16031 members 
Mstep: Class 2 contains 18808 members 
Entering Unmasked Estep 
Score: -4335562.000000 Penalty: 3399.010010
	Iteration 11Q: 3 clusters Score -4335562 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16035 members 
Mstep: Class 2 contains 18804 members 
Entering Unmasked Estep 
Score: -4335564.500000 Penalty: 3399.010010
	Iteration 12Q: 3 clusters Score -4335564 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16038 members 
Mstep: Class 2 contains 18801 members 
Entering Unmasked Estep 
Score: -4335563.500000 Penalty: 3399.010010
	Iteration 13Q: 3 clusters Score -4335564 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16040 members 
Mstep: Class 2 contains 18799 members 
Entering Unmasked Estep 
Score: -4335563.500000 Penalty: 3399.010010
	Iteration 14Q: 3 clusters Score -4335564 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16040 members 
Mstep: Class 2 contains 18799 members 
Entering Unmasked Estep 
Score: -4335563.500000 Penalty: 3399.010010
	Iteration 15F: 3 clusters Score -4335564 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 558 members 
Mstep: Class 3 contains 18235 members 
Mstep: Class 4 contains 3460 members 
Mstep: Class 5 contains 24508 members 
Mstep: Class 6 contains 93640 members 
Mstep: Class 7 contains 2788 members 
Mstep: Class 8 contains 157129 members 
Mstep: Class 9 contains 5499 members 
Mstep: Class 10 contains 4922 members 
Mstep: Class 11 contains 8950 members 
Mstep: Class 12 contains 3144 members 
Mstep: Class 13 contains 3016 members 
Mstep: Class 14 contains 5594 members 
Mstep: Class 15 contains 41862 members 
Mstep: Class 16 contains 16040 members 
Mstep: Class 17 contains 36634 members 
Mstep: Class 18 contains 13681 members 
Mstep: Class 19 contains 7603 members 
Mstep: Class 20 contains 6252 members 
Mstep: Class 21 contains 67051 members 
Mstep: Class 22 contains 4619 members 
Mstep: Class 23 contains 9424 members 
Mstep: Class 24 contains 17986 members 
Mstep: Class 25 contains 659 members 
Mstep: Class 26 contains 31002 members 
Mstep: Class 27 contains 11779 members 
Mstep: Class 28 contains 19244 members 
Mstep: Class 29 contains 50609 members 
Mstep: Class 30 contains 19436 members 
Mstep: Class 31 contains 23211 members 
Mstep: Class 32 contains 4980 members 
Mstep: Class 33 contains 6436 members 
Mstep: Class 34 contains 9571 members 
Mstep: Class 35 contains 57620 members 
Mstep: Class 36 contains 12041 members 
Mstep: Class 37 contains 1913 members 
Mstep: Class 38 contains 18799 members 
Entering Unmasked Estep 
Score: -100251856.000000 Penalty: 84090.093750
Splitting cluster 16 changes total score from -100237488.000000 to -100251856.000000
So it's getting split into cluster 38.
Entering ConstructFrom: 
Trying to split cluster 17 (36634 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36634 members 
Entering Unmasked Estep 
Score: -4327252.000000 Penalty: 1707.668945
	Iteration 0F: 2 clusters Score -4327252 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18181 members 
Mstep: Class 2 contains 18453 members 
Entering Unmasked Estep 
Score: -4302828.000000 Penalty: 3415.337891
	Iteration 0F: 3 clusters Score -4302828 nChanged 16831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17106 members 
Mstep: Class 2 contains 19528 members 
Entering Unmasked Estep 
Score: -4312998.000000 Penalty: 3415.337891
	Iteration 1F: 3 clusters Score -4312998 nChanged 2279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16389 members 
Mstep: Class 2 contains 20245 members 
Entering Unmasked Estep 
Score: -4314474.500000 Penalty: 3415.337891
	Iteration 2F: 3 clusters Score -4314474 nChanged 2579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15478 members 
Mstep: Class 2 contains 21156 members 
Entering Unmasked Estep 
Score: -4316499.500000 Penalty: 3415.337891
	Iteration 3F: 3 clusters Score -4316500 nChanged 2845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14303 members 
Mstep: Class 2 contains 22331 members 
Entering Unmasked Estep 
Score: -4319035.500000 Penalty: 3415.337891
	Iteration 4F: 3 clusters Score -4319036 nChanged 2885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12874 members 
Mstep: Class 2 contains 23760 members 
Entering Unmasked Estep 
Score: -4321522.500000 Penalty: 3415.337891
	Iteration 5F: 3 clusters Score -4321522 nChanged 2487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11409 members 
Mstep: Class 2 contains 25225 members 
Entering Unmasked Estep 
Score: -4323308.500000 Penalty: 3415.337891
	Iteration 6F: 3 clusters Score -4323308 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9967 members 
Mstep: Class 2 contains 26667 members 
Entering Unmasked Estep 
Score: -4324585.500000 Penalty: 3415.337891
	Iteration 7F: 3 clusters Score -4324586 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8625 members 
Mstep: Class 2 contains 28009 members 
Entering Unmasked Estep 
Score: -4325636.000000 Penalty: 3415.337891
	Iteration 8Q: 3 clusters Score -4325636 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7412 members 
Mstep: Class 2 contains 29222 members 
Entering Unmasked Estep 
Score: -4326448.500000 Penalty: 3415.337891
	Iteration 9Q: 3 clusters Score -4326448 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6387 members 
Mstep: Class 2 contains 30247 members 
Entering Unmasked Estep 
Score: -4327133.000000 Penalty: 3415.337891
	Iteration 10Q: 3 clusters Score -4327133 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5497 members 
Mstep: Class 2 contains 31137 members 
Entering Unmasked Estep 
Score: -4327647.500000 Penalty: 3415.337891
	Iteration 11Q: 3 clusters Score -4327648 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 31839 members 
Entering Unmasked Estep 
Score: -4328050.000000 Penalty: 3415.337891
	Iteration 12Q: 3 clusters Score -4328050 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 32395 members 
Entering Unmasked Estep 
Score: -4328339.000000 Penalty: 3415.337891
	Iteration 13Q: 3 clusters Score -4328339 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 32769 members 
Entering Unmasked Estep 
Score: -4328506.500000 Penalty: 3415.337891
	Iteration 14Q: 3 clusters Score -4328506 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 33036 members 
Entering Unmasked Estep 
Score: -4328582.500000 Penalty: 3415.337891
	Iteration 15Q: 3 clusters Score -4328582 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 33247 members 
Entering Unmasked Estep 
Score: -4328652.500000 Penalty: 3415.337891
	Iteration 16Q: 3 clusters Score -4328652 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 33406 members 
Entering Unmasked Estep 
Score: -4328683.000000 Penalty: 3415.337891
	Iteration 17Q: 3 clusters Score -4328683 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 33514 members 
Entering Unmasked Estep 
Score: -4328704.000000 Penalty: 3415.337891
	Iteration 18Q: 3 clusters Score -4328704 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 33602 members 
Entering Unmasked Estep 
Score: -4328724.500000 Penalty: 3415.337891
	Iteration 19Q: 3 clusters Score -4328724 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 33678 members 
Entering Unmasked Estep 
Score: -4328745.500000 Penalty: 3415.337891
	Iteration 20F: 3 clusters Score -4328746 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 33728 members 
Entering Unmasked Estep 
Score: -4328759.000000 Penalty: 3415.337891
	Iteration 21Q: 3 clusters Score -4328759 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 33760 members 
Entering Unmasked Estep 
Score: -4328755.000000 Penalty: 3415.337891
	Iteration 22Q: 3 clusters Score -4328755 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 33786 members 
Entering Unmasked Estep 
Score: -4328762.000000 Penalty: 3415.337891
	Iteration 23Q: 3 clusters Score -4328762 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 33803 members 
Entering Unmasked Estep 
Score: -4328759.500000 Penalty: 3415.337891
	Iteration 24Q: 3 clusters Score -4328760 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 33820 members 
Entering Unmasked Estep 
Score: -4328763.000000 Penalty: 3415.337891
	Iteration 25Q: 3 clusters Score -4328763 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 33841 members 
Entering Unmasked Estep 
Score: -4328763.500000 Penalty: 3415.337891
	Iteration 26Q: 3 clusters Score -4328764 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 33850 members 
Entering Unmasked Estep 
Score: -4328767.500000 Penalty: 3415.337891
	Iteration 27Q: 3 clusters Score -4328768 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 33854 members 
Entering Unmasked Estep 
Score: -4328768.500000 Penalty: 3415.337891
	Iteration 28Q: 3 clusters Score -4328768 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 33859 members 
Entering Unmasked Estep 
Score: -4328775.000000 Penalty: 3415.337891
	Iteration 29Q: 3 clusters Score -4328775 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 33862 members 
Entering Unmasked Estep 
Score: -4328767.500000 Penalty: 3415.337891
	Iteration 30Q: 3 clusters Score -4328768 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 33866 members 
Entering Unmasked Estep 
Score: -4328771.000000 Penalty: 3415.337891
	Iteration 31Q: 3 clusters Score -4328771 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 33867 members 
Entering Unmasked Estep 
Score: -4328770.000000 Penalty: 3415.337891
	Iteration 32Q: 3 clusters Score -4328770 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 33867 members 
Entering Unmasked Estep 
Score: -4328770.000000 Penalty: 3415.337891
	Iteration 33F: 3 clusters Score -4328770 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 558 members 
Mstep: Class 3 contains 18235 members 
Mstep: Class 4 contains 3460 members 
Mstep: Class 5 contains 24508 members 
Mstep: Class 6 contains 93640 members 
Mstep: Class 7 contains 2788 members 
Mstep: Class 8 contains 157129 members 
Mstep: Class 9 contains 5499 members 
Mstep: Class 10 contains 4922 members 
Mstep: Class 11 contains 8950 members 
Mstep: Class 12 contains 3144 members 
Mstep: Class 13 contains 3016 members 
Mstep: Class 14 contains 5594 members 
Mstep: Class 15 contains 41862 members 
Mstep: Class 16 contains 16040 members 
Mstep: Class 17 contains 2767 members 
Mstep: Class 18 contains 13681 members 
Mstep: Class 19 contains 7603 members 
Mstep: Class 20 contains 6252 members 
Mstep: Class 21 contains 67051 members 
Mstep: Class 22 contains 4619 members 
Mstep: Class 23 contains 9424 members 
Mstep: Class 24 contains 17986 members 
Mstep: Class 25 contains 659 members 
Mstep: Class 26 contains 31002 members 
Mstep: Class 27 contains 11779 members 
Mstep: Class 28 contains 19244 members 
Mstep: Class 29 contains 50609 members 
Mstep: Class 30 contains 19436 members 
Mstep: Class 31 contains 23211 members 
Mstep: Class 32 contains 4980 members 
Mstep: Class 33 contains 6436 members 
Mstep: Class 34 contains 9571 members 
Mstep: Class 35 contains 57620 members 
Mstep: Class 36 contains 12041 members 
Mstep: Class 37 contains 1913 members 
Mstep: Class 38 contains 18799 members 
Mstep: Class 39 contains 33867 members 
Entering Unmasked Estep 
Score: -100253216.000000 Penalty: 86302.984375
Splitting cluster 17 changes total score from -100237488.000000 to -100253216.000000
So it's getting split into cluster 39.
Entering ConstructFrom: 
Trying to split cluster 18 (13681 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13681 members 
Entering Unmasked Estep 
Score: -1733556.125000 Penalty: 1547.611572
	Iteration 0F: 2 clusters Score -1733556 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6823 members 
Mstep: Class 2 contains 6858 members 
Entering Unmasked Estep 
Score: -1724025.500000 Penalty: 3095.223145
	Iteration 0F: 3 clusters Score -1724026 nChanged 6055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6272 members 
Mstep: Class 2 contains 7409 members 
Entering Unmasked Estep 
Score: -1727773.125000 Penalty: 3095.223145
	Iteration 1F: 3 clusters Score -1727773 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5844 members 
Mstep: Class 2 contains 7837 members 
Entering Unmasked Estep 
Score: -1728535.500000 Penalty: 3095.223145
	Iteration 2F: 3 clusters Score -1728536 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 8418 members 
Entering Unmasked Estep 
Score: -1729382.875000 Penalty: 3095.223145
	Iteration 3F: 3 clusters Score -1729383 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 9038 members 
Entering Unmasked Estep 
Score: -1730238.250000 Penalty: 3095.223145
	Iteration 4F: 3 clusters Score -1730238 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 9680 members 
Entering Unmasked Estep 
Score: -1730985.375000 Penalty: 3095.223145
	Iteration 5F: 3 clusters Score -1730985 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 10254 members 
Entering Unmasked Estep 
Score: -1731624.375000 Penalty: 3095.223145
	Iteration 6F: 3 clusters Score -1731624 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 10715 members 
Entering Unmasked Estep 
Score: -1732041.250000 Penalty: 3095.223145
	Iteration 7Q: 3 clusters Score -1732041 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 11056 members 
Entering Unmasked Estep 
Score: -1732326.625000 Penalty: 3095.223145
	Iteration 8Q: 3 clusters Score -1732327 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 11281 members 
Entering Unmasked Estep 
Score: -1732477.875000 Penalty: 3095.223145
	Iteration 9Q: 3 clusters Score -1732478 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 11476 members 
Entering Unmasked Estep 
Score: -1732586.000000 Penalty: 3095.223145
	Iteration 10Q: 3 clusters Score -1732586 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 11621 members 
Entering Unmasked Estep 
Score: -1732664.500000 Penalty: 3095.223145
	Iteration 11Q: 3 clusters Score -1732664 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 11732 members 
Entering Unmasked Estep 
Score: -1732707.000000 Penalty: 3095.223145
	Iteration 12Q: 3 clusters Score -1732707 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 11823 members 
Entering Unmasked Estep 
Score: -1732731.500000 Penalty: 3095.223145
	Iteration 13Q: 3 clusters Score -1732732 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 11897 members 
Entering Unmasked Estep 
Score: -1732757.250000 Penalty: 3095.223145
	Iteration 14Q: 3 clusters Score -1732757 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 11948 members 
Entering Unmasked Estep 
Score: -1732773.875000 Penalty: 3095.223145
	Iteration 15Q: 3 clusters Score -1732774 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 11999 members 
Entering Unmasked Estep 
Score: -1732783.875000 Penalty: 3095.223145
	Iteration 16Q: 3 clusters Score -1732784 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 12047 members 
Entering Unmasked Estep 
Score: -1732792.125000 Penalty: 3095.223145
	Iteration 17Q: 3 clusters Score -1732792 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 12091 members 
Entering Unmasked Estep 
Score: -1732807.125000 Penalty: 3095.223145
	Iteration 18Q: 3 clusters Score -1732807 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 12120 members 
Entering Unmasked Estep 
Score: -1732815.625000 Penalty: 3095.223145
	Iteration 19Q: 3 clusters Score -1732816 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 12154 members 
Entering Unmasked Estep 
Score: -1732819.375000 Penalty: 3095.223145
	Iteration 20F: 3 clusters Score -1732819 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 12172 members 
Entering Unmasked Estep 
Score: -1732828.750000 Penalty: 3095.223145
	Iteration 21Q: 3 clusters Score -1732829 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 12186 members 
Entering Unmasked Estep 
Score: -1732827.125000 Penalty: 3095.223145
	Iteration 22Q: 3 clusters Score -1732827 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 12200 members 
Entering Unmasked Estep 
Score: -1732838.250000 Penalty: 3095.223145
	Iteration 23Q: 3 clusters Score -1732838 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 12211 members 
Entering Unmasked Estep 
Score: -1732831.500000 Penalty: 3095.223145
	Iteration 24Q: 3 clusters Score -1732832 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 12221 members 
Entering Unmasked Estep 
Score: -1732837.125000 Penalty: 3095.223145
	Iteration 25Q: 3 clusters Score -1732837 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 12229 members 
Entering Unmasked Estep 
Score: -1732837.750000 Penalty: 3095.223145
	Iteration 26Q: 3 clusters Score -1732838 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 12233 members 
Entering Unmasked Estep 
Score: -1732839.250000 Penalty: 3095.223145
	Iteration 27Q: 3 clusters Score -1732839 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 12234 members 
Entering Unmasked Estep 
Score: -1732839.875000 Penalty: 3095.223145
	Iteration 28Q: 3 clusters Score -1732840 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 12235 members 
Entering Unmasked Estep 
Score: -1732841.625000 Penalty: 3095.223145
	Iteration 29Q: 3 clusters Score -1732842 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 12236 members 
Entering Unmasked Estep 
Score: -1732840.875000 Penalty: 3095.223145
	Iteration 30Q: 3 clusters Score -1732841 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 12239 members 
Entering Unmasked Estep 
Score: -1732839.875000 Penalty: 3095.223145
	Iteration 31Q: 3 clusters Score -1732840 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 12240 members 
Entering Unmasked Estep 
Score: -1732839.625000 Penalty: 3095.223145
	Iteration 32Q: 3 clusters Score -1732840 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 12241 members 
Entering Unmasked Estep 
Score: -1732838.625000 Penalty: 3095.223145
	Iteration 33Q: 3 clusters Score -1732839 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 12242 members 
Entering Unmasked Estep 
Score: -1732839.625000 Penalty: 3095.223145
	Iteration 34Q: 3 clusters Score -1732840 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 12243 members 
Entering Unmasked Estep 
Score: -1732840.625000 Penalty: 3095.223145
	Iteration 35Q: 3 clusters Score -1732841 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 12245 members 
Entering Unmasked Estep 
Score: -1732841.375000 Penalty: 3095.223145
	Iteration 36Q: 3 clusters Score -1732841 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 12253 members 
Entering Unmasked Estep 
Score: -1732840.125000 Penalty: 3095.223145
	Iteration 37Q: 3 clusters Score -1732840 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 12257 members 
Entering Unmasked Estep 
Score: -1732844.250000 Penalty: 3095.223145
	Iteration 38Q: 3 clusters Score -1732844 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 12261 members 
Entering Unmasked Estep 
Score: -1732843.500000 Penalty: 3095.223145
	Iteration 39Q: 3 clusters Score -1732844 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 12265 members 
Entering Unmasked Estep 
Score: -1732846.250000 Penalty: 3095.223145
	Iteration 40F: 3 clusters Score -1732846 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 12267 members 
Entering Unmasked Estep 
Score: -1732846.125000 Penalty: 3095.223145
	Iteration 41Q: 3 clusters Score -1732846 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 12270 members 
Entering Unmasked Estep 
Score: -1732849.500000 Penalty: 3095.223145
	Iteration 42Q: 3 clusters Score -1732850 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 12271 members 
Entering Unmasked Estep 
Score: -1732848.500000 Penalty: 3095.223145
	Iteration 43Q: 3 clusters Score -1732848 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 12272 members 
Entering Unmasked Estep 
Score: -1732848.500000 Penalty: 3095.223145
	Iteration 44Q: 3 clusters Score -1732848 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 12273 members 
Entering Unmasked Estep 
Score: -1732845.750000 Penalty: 3095.223145
	Iteration 45Q: 3 clusters Score -1732846 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 12274 members 
Entering Unmasked Estep 
Score: -1732845.750000 Penalty: 3095.223145
	Iteration 46Q: 3 clusters Score -1732846 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 12275 members 
Entering Unmasked Estep 
Score: -1732847.000000 Penalty: 3095.223145
	Iteration 47Q: 3 clusters Score -1732847 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 12275 members 
Entering Unmasked Estep 
Score: -1732847.000000 Penalty: 3095.223145
	Iteration 48F: 3 clusters Score -1732847 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (7603 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7603 members 
Entering Unmasked Estep 
Score: -960992.187500 Penalty: 1452.148438
	Iteration 0F: 2 clusters Score -960992.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -955308.375000 Penalty: 2904.296875
	Iteration 0F: 3 clusters Score -955308.4 nChanged 3210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -957122.562500 Penalty: 2904.296875
	Iteration 1F: 3 clusters Score -957122.6 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -957405.187500 Penalty: 2904.296875
	Iteration 2F: 3 clusters Score -957405.2 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -957624.000000 Penalty: 2904.296875
	Iteration 3F: 3 clusters Score -957624 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -957794.812500 Penalty: 2904.296875
	Iteration 4Q: 3 clusters Score -957794.8 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -957950.062500 Penalty: 2904.296875
	Iteration 5Q: 3 clusters Score -957950.1 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -958069.062500 Penalty: 2904.296875
	Iteration 6Q: 3 clusters Score -958069.1 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -958179.000000 Penalty: 2904.296875
	Iteration 7Q: 3 clusters Score -958179 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -958294.875000 Penalty: 2904.296875
	Iteration 8Q: 3 clusters Score -958294.9 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -958414.562500 Penalty: 2904.296875
	Iteration 9Q: 3 clusters Score -958414.6 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -958524.812500 Penalty: 2904.296875
	Iteration 10Q: 3 clusters Score -958524.8 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -958619.375000 Penalty: 2904.296875
	Iteration 11Q: 3 clusters Score -958619.4 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -958704.375000 Penalty: 2904.296875
	Iteration 12Q: 3 clusters Score -958704.4 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -958764.500000 Penalty: 2904.296875
	Iteration 13Q: 3 clusters Score -958764.5 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -958808.000000 Penalty: 2904.296875
	Iteration 14Q: 3 clusters Score -958808 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -958866.812500 Penalty: 2904.296875
	Iteration 15Q: 3 clusters Score -958866.8 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -958924.625000 Penalty: 2904.296875
	Iteration 16Q: 3 clusters Score -958924.6 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -959000.312500 Penalty: 2904.296875
	Iteration 17Q: 3 clusters Score -959000.3 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -959083.500000 Penalty: 2904.296875
	Iteration 18Q: 3 clusters Score -959083.5 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -959172.562500 Penalty: 2904.296875
	Iteration 19Q: 3 clusters Score -959172.6 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -959274.125000 Penalty: 2904.296875
	Iteration 20F: 3 clusters Score -959274.1 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -959381.500000 Penalty: 2904.296875
	Iteration 21Q: 3 clusters Score -959381.5 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -959495.687500 Penalty: 2904.296875
	Iteration 22Q: 3 clusters Score -959495.7 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -959606.687500 Penalty: 2904.296875
	Iteration 23Q: 3 clusters Score -959606.7 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -959709.625000 Penalty: 2904.296875
	Iteration 24Q: 3 clusters Score -959709.6 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -959821.562500 Penalty: 2904.296875
	Iteration 25Q: 3 clusters Score -959821.6 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -959925.500000 Penalty: 2904.296875
	Iteration 26Q: 3 clusters Score -959925.5 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -960011.562500 Penalty: 2904.296875
	Iteration 27Q: 3 clusters Score -960011.6 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -960095.125000 Penalty: 2904.296875
	Iteration 28Q: 3 clusters Score -960095.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -960163.125000 Penalty: 2904.296875
	Iteration 29Q: 3 clusters Score -960163.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -960213.500000 Penalty: 2904.296875
	Iteration 30Q: 3 clusters Score -960213.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -960252.375000 Penalty: 2904.296875
	Iteration 31Q: 3 clusters Score -960252.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -960277.812500 Penalty: 2904.296875
	Iteration 32Q: 3 clusters Score -960277.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -960293.250000 Penalty: 2904.296875
	Iteration 33Q: 3 clusters Score -960293.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -960304.500000 Penalty: 2904.296875
	Iteration 34Q: 3 clusters Score -960304.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -960316.125000 Penalty: 2904.296875
	Iteration 35Q: 3 clusters Score -960316.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -960323.562500 Penalty: 2904.296875
	Iteration 36Q: 3 clusters Score -960323.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -960337.875000 Penalty: 2904.296875
	Iteration 37Q: 3 clusters Score -960337.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -960352.812500 Penalty: 2904.296875
	Iteration 38Q: 3 clusters Score -960352.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -960360.687500 Penalty: 2904.296875
	Iteration 39Q: 3 clusters Score -960360.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -960383.125000 Penalty: 2904.296875
	Iteration 40F: 3 clusters Score -960383.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -960396.312500 Penalty: 2904.296875
	Iteration 41Q: 3 clusters Score -960396.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -960402.750000 Penalty: 2904.296875
	Iteration 42Q: 3 clusters Score -960402.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -960414.937500 Penalty: 2904.296875
	Iteration 43Q: 3 clusters Score -960414.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -960424.625000 Penalty: 2904.296875
	Iteration 44Q: 3 clusters Score -960424.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -960440.937500 Penalty: 2904.296875
	Iteration 45Q: 3 clusters Score -960440.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -960455.625000 Penalty: 2904.296875
	Iteration 46Q: 3 clusters Score -960455.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -960472.125000 Penalty: 2904.296875
	Iteration 47Q: 3 clusters Score -960472.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -960481.875000 Penalty: 2904.296875
	Iteration 48Q: 3 clusters Score -960481.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -960492.187500 Penalty: 2904.296875
	Iteration 49Q: 3 clusters Score -960492.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -960500.437500 Penalty: 2904.296875
	Iteration 50Q: 3 clusters Score -960500.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -960508.687500 Penalty: 2904.296875
	Iteration 51Q: 3 clusters Score -960508.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -960512.875000 Penalty: 2904.296875
	Iteration 52Q: 3 clusters Score -960512.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -960514.375000 Penalty: 2904.296875
	Iteration 53Q: 3 clusters Score -960514.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -960517.562500 Penalty: 2904.296875
	Iteration 54Q: 3 clusters Score -960517.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -960520.312500 Penalty: 2904.296875
	Iteration 55Q: 3 clusters Score -960520.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -960522.312500 Penalty: 2904.296875
	Iteration 56Q: 3 clusters Score -960522.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -960527.250000 Penalty: 2904.296875
	Iteration 57Q: 3 clusters Score -960527.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -960526.062500 Penalty: 2904.296875
	Iteration 58Q: 3 clusters Score -960526.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -960529.250000 Penalty: 2904.296875
	Iteration 59Q: 3 clusters Score -960529.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -960530.125000 Penalty: 2904.296875
	Iteration 60F: 3 clusters Score -960530.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -960530.375000 Penalty: 2904.296875
	Iteration 61Q: 3 clusters Score -960530.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -960529.562500 Penalty: 2904.296875
	Iteration 62Q: 3 clusters Score -960529.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -960527.625000 Penalty: 2904.296875
	Iteration 63Q: 3 clusters Score -960527.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -960529.625000 Penalty: 2904.296875
	Iteration 64Q: 3 clusters Score -960529.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -960531.062500 Penalty: 2904.296875
	Iteration 65Q: 3 clusters Score -960531.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -960534.437500 Penalty: 2904.296875
	Iteration 66Q: 3 clusters Score -960534.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -960532.375000 Penalty: 2904.296875
	Iteration 67Q: 3 clusters Score -960532.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -960532.812500 Penalty: 2904.296875
	Iteration 68Q: 3 clusters Score -960532.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -960533.062500 Penalty: 2904.296875
	Iteration 69Q: 3 clusters Score -960533.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -960534.312500 Penalty: 2904.296875
	Iteration 70Q: 3 clusters Score -960534.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -960534.375000 Penalty: 2904.296875
	Iteration 71Q: 3 clusters Score -960534.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -960536.250000 Penalty: 2904.296875
	Iteration 72Q: 3 clusters Score -960536.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -960539.625000 Penalty: 2904.296875
	Iteration 73Q: 3 clusters Score -960539.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -960540.750000 Penalty: 2904.296875
	Iteration 74Q: 3 clusters Score -960540.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -960542.437500 Penalty: 2904.296875
	Iteration 75Q: 3 clusters Score -960542.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -960544.125000 Penalty: 2904.296875
	Iteration 76Q: 3 clusters Score -960544.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -960547.312500 Penalty: 2904.296875
	Iteration 77Q: 3 clusters Score -960547.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -960551.625000 Penalty: 2904.296875
	Iteration 78Q: 3 clusters Score -960551.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -960552.250000 Penalty: 2904.296875
	Iteration 79Q: 3 clusters Score -960552.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -960553.562500 Penalty: 2904.296875
	Iteration 80F: 3 clusters Score -960553.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -960556.875000 Penalty: 2904.296875
	Iteration 81Q: 3 clusters Score -960556.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -960556.375000 Penalty: 2904.296875
	Iteration 82Q: 3 clusters Score -960556.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -960559.062500 Penalty: 2904.296875
	Iteration 83Q: 3 clusters Score -960559.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -960561.312500 Penalty: 2904.296875
	Iteration 84Q: 3 clusters Score -960561.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -960564.062500 Penalty: 2904.296875
	Iteration 85Q: 3 clusters Score -960564.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -960564.187500 Penalty: 2904.296875
	Iteration 86Q: 3 clusters Score -960564.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -960564.750000 Penalty: 2904.296875
	Iteration 87Q: 3 clusters Score -960564.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -960568.125000 Penalty: 2904.296875
	Iteration 88Q: 3 clusters Score -960568.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -960570.937500 Penalty: 2904.296875
	Iteration 89Q: 3 clusters Score -960570.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -960572.687500 Penalty: 2904.296875
	Iteration 90Q: 3 clusters Score -960572.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -960573.875000 Penalty: 2904.296875
	Iteration 91Q: 3 clusters Score -960573.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -960576.812500 Penalty: 2904.296875
	Iteration 92Q: 3 clusters Score -960576.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -960581.750000 Penalty: 2904.296875
	Iteration 93Q: 3 clusters Score -960581.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -960585.187500 Penalty: 2904.296875
	Iteration 94Q: 3 clusters Score -960585.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -960585.187500 Penalty: 2904.296875
	Iteration 95Q: 3 clusters Score -960585.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -960588.750000 Penalty: 2904.296875
	Iteration 96Q: 3 clusters Score -960588.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -960590.812500 Penalty: 2904.296875
	Iteration 97Q: 3 clusters Score -960590.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -960596.125000 Penalty: 2904.296875
	Iteration 98Q: 3 clusters Score -960596.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -960599.187500 Penalty: 2904.296875
	Iteration 99Q: 3 clusters Score -960599.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -960600.375000 Penalty: 2904.296875
	Iteration 100F: 3 clusters Score -960600.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -960602.750000 Penalty: 2904.296875
	Iteration 101Q: 3 clusters Score -960602.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -960603.562500 Penalty: 2904.296875
	Iteration 102Q: 3 clusters Score -960603.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -960607.250000 Penalty: 2904.296875
	Iteration 103Q: 3 clusters Score -960607.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -960606.875000 Penalty: 2904.296875
	Iteration 104Q: 3 clusters Score -960606.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -960605.187500 Penalty: 2904.296875
	Iteration 105Q: 3 clusters Score -960605.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -960606.250000 Penalty: 2904.296875
	Iteration 106Q: 3 clusters Score -960606.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -960607.562500 Penalty: 2904.296875
	Iteration 107Q: 3 clusters Score -960607.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -960607.375000 Penalty: 2904.296875
	Iteration 108Q: 3 clusters Score -960607.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -960608.937500 Penalty: 2904.296875
	Iteration 109Q: 3 clusters Score -960608.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -960610.562500 Penalty: 2904.296875
	Iteration 110Q: 3 clusters Score -960610.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -960611.812500 Penalty: 2904.296875
	Iteration 111Q: 3 clusters Score -960611.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -960610.125000 Penalty: 2904.296875
	Iteration 112Q: 3 clusters Score -960610.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -960610.125000 Penalty: 2904.296875
	Iteration 113F: 3 clusters Score -960610.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (6252 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6252 members 
Entering Unmasked Estep 
Score: -748770.125000 Penalty: 1420.356689
	Iteration 0F: 2 clusters Score -748770.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -744058.062500 Penalty: 2840.713379
	Iteration 0F: 3 clusters Score -744058.1 nChanged 2582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -745634.250000 Penalty: 2840.713379
	Iteration 1F: 3 clusters Score -745634.2 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -746139.875000 Penalty: 2840.713379
	Iteration 2F: 3 clusters Score -746139.9 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -746734.625000 Penalty: 2840.713379
	Iteration 3F: 3 clusters Score -746734.6 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -747304.937500 Penalty: 2840.713379
	Iteration 4F: 3 clusters Score -747304.9 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -747764.625000 Penalty: 2840.713379
	Iteration 5F: 3 clusters Score -747764.6 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -748058.250000 Penalty: 2840.713379
	Iteration 6F: 3 clusters Score -748058.2 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -748235.562500 Penalty: 2840.713379
	Iteration 7Q: 3 clusters Score -748235.6 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -748328.687500 Penalty: 2840.713379
	Iteration 8Q: 3 clusters Score -748328.7 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -748402.437500 Penalty: 2840.713379
	Iteration 9Q: 3 clusters Score -748402.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -748455.937500 Penalty: 2840.713379
	Iteration 10Q: 3 clusters Score -748455.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -748508.125000 Penalty: 2840.713379
	Iteration 11Q: 3 clusters Score -748508.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -748549.750000 Penalty: 2840.713379
	Iteration 12Q: 3 clusters Score -748549.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -748600.625000 Penalty: 2840.713379
	Iteration 13Q: 3 clusters Score -748600.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -748652.500000 Penalty: 2840.713379
	Iteration 14Q: 3 clusters Score -748652.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -748700.625000 Penalty: 2840.713379
	Iteration 15Q: 3 clusters Score -748700.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -748749.312500 Penalty: 2840.713379
	Iteration 16Q: 3 clusters Score -748749.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -748814.687500 Penalty: 2840.713379
	Iteration 17Q: 3 clusters Score -748814.7 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -748916.562500 Penalty: 2840.713379
	Iteration 18Q: 3 clusters Score -748916.6 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -749078.625000 Penalty: 2840.713379
	Iteration 19Q: 3 clusters Score -749078.6 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -749274.375000 Penalty: 2840.713379
	Iteration 20F: 3 clusters Score -749274.4 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -749431.312500 Penalty: 2840.713379
	Iteration 21Q: 3 clusters Score -749431.3 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -749526.250000 Penalty: 2840.713379
	Iteration 22Q: 3 clusters Score -749526.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -749574.500000 Penalty: 2840.713379
	Iteration 23Q: 3 clusters Score -749574.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -749599.625000 Penalty: 2840.713379
	Iteration 24Q: 3 clusters Score -749599.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -749614.812500 Penalty: 2840.713379
	Iteration 25Q: 3 clusters Score -749614.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -749618.875000 Penalty: 2840.713379
	Iteration 26Q: 3 clusters Score -749618.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -749622.062500 Penalty: 2840.713379
	Iteration 27Q: 3 clusters Score -749622.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -749621.562500 Penalty: 2840.713379
	Iteration 28Q: 3 clusters Score -749621.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -749620.625000 Penalty: 2840.713379
	Iteration 29Q: 3 clusters Score -749620.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -749621.687500 Penalty: 2840.713379
	Iteration 30Q: 3 clusters Score -749621.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -749621.687500 Penalty: 2840.713379
	Iteration 31F: 3 clusters Score -749621.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 558 members 
Mstep: Class 3 contains 18235 members 
Mstep: Class 4 contains 3460 members 
Mstep: Class 5 contains 24508 members 
Mstep: Class 6 contains 93640 members 
Mstep: Class 7 contains 2788 members 
Mstep: Class 8 contains 157129 members 
Mstep: Class 9 contains 5499 members 
Mstep: Class 10 contains 4922 members 
Mstep: Class 11 contains 8950 members 
Mstep: Class 12 contains 3144 members 
Mstep: Class 13 contains 3016 members 
Mstep: Class 14 contains 5594 members 
Mstep: Class 15 contains 41862 members 
Mstep: Class 16 contains 16040 members 
Mstep: Class 17 contains 2767 members 
Mstep: Class 18 contains 13681 members 
Mstep: Class 19 contains 7603 members 
Mstep: Class 20 contains 3688 members 
Mstep: Class 21 contains 67051 members 
Mstep: Class 22 contains 4619 members 
Mstep: Class 23 contains 9424 members 
Mstep: Class 24 contains 17986 members 
Mstep: Class 25 contains 659 members 
Mstep: Class 26 contains 31002 members 
Mstep: Class 27 contains 11779 members 
Mstep: Class 28 contains 19244 members 
Mstep: Class 29 contains 50609 members 
Mstep: Class 30 contains 19436 members 
Mstep: Class 31 contains 23211 members 
Mstep: Class 32 contains 4980 members 
Mstep: Class 33 contains 6436 members 
Mstep: Class 34 contains 9571 members 
Mstep: Class 35 contains 57620 members 
Mstep: Class 36 contains 12041 members 
Mstep: Class 37 contains 1913 members 
Mstep: Class 38 contains 18799 members 
Mstep: Class 39 contains 33867 members 
Mstep: Class 40 contains 2564 members 
Entering Unmasked Estep 
Score: -100253416.000000 Penalty: 88515.882812
Splitting cluster 20 changes total score from -100237488.000000 to -100253416.000000
So it's getting split into cluster 40.
Entering ConstructFrom: 
Trying to split cluster 21 (67051 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67051 members 
Entering Unmasked Estep 
Score: -8328106.000000 Penalty: 1805.896484
	Iteration 0F: 2 clusters Score -8328106 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33221 members 
Mstep: Class 2 contains 33830 members 
Entering Unmasked Estep 
Score: -8283647.500000 Penalty: 3611.792969
	Iteration 0F: 3 clusters Score -8283648 nChanged 31659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30300 members 
Mstep: Class 2 contains 36751 members 
Entering Unmasked Estep 
Score: -8302748.000000 Penalty: 3611.792969
	Iteration 1F: 3 clusters Score -8302748 nChanged 3879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28831 members 
Mstep: Class 2 contains 38220 members 
Entering Unmasked Estep 
Score: -8305110.500000 Penalty: 3611.792969
	Iteration 2F: 3 clusters Score -8305110 nChanged 4617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26874 members 
Mstep: Class 2 contains 40177 members 
Entering Unmasked Estep 
Score: -8308413.000000 Penalty: 3611.792969
	Iteration 3F: 3 clusters Score -8308413 nChanged 4995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24467 members 
Mstep: Class 2 contains 42584 members 
Entering Unmasked Estep 
Score: -8312495.000000 Penalty: 3611.792969
	Iteration 4F: 3 clusters Score -8312495 nChanged 4748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21965 members 
Mstep: Class 2 contains 45086 members 
Entering Unmasked Estep 
Score: -8316202.500000 Penalty: 3611.792969
	Iteration 5F: 3 clusters Score -8316202 nChanged 3923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19830 members 
Mstep: Class 2 contains 47221 members 
Entering Unmasked Estep 
Score: -8319045.000000 Penalty: 3611.792969
	Iteration 6F: 3 clusters Score -8319045 nChanged 3021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18019 members 
Mstep: Class 2 contains 49032 members 
Entering Unmasked Estep 
Score: -8320797.500000 Penalty: 3611.792969
	Iteration 7Q: 3 clusters Score -8320798 nChanged 2190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16455 members 
Mstep: Class 2 contains 50596 members 
Entering Unmasked Estep 
Score: -8321882.000000 Penalty: 3611.792969
	Iteration 8Q: 3 clusters Score -8321882 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15033 members 
Mstep: Class 2 contains 52018 members 
Entering Unmasked Estep 
Score: -8322685.000000 Penalty: 3611.792969
	Iteration 9Q: 3 clusters Score -8322685 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13749 members 
Mstep: Class 2 contains 53302 members 
Entering Unmasked Estep 
Score: -8323252.000000 Penalty: 3611.792969
	Iteration 10Q: 3 clusters Score -8323252 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12610 members 
Mstep: Class 2 contains 54441 members 
Entering Unmasked Estep 
Score: -8323734.500000 Penalty: 3611.792969
	Iteration 11Q: 3 clusters Score -8323734 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11535 members 
Mstep: Class 2 contains 55516 members 
Entering Unmasked Estep 
Score: -8324129.000000 Penalty: 3611.792969
	Iteration 12Q: 3 clusters Score -8324129 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10571 members 
Mstep: Class 2 contains 56480 members 
Entering Unmasked Estep 
Score: -8324487.000000 Penalty: 3611.792969
	Iteration 13Q: 3 clusters Score -8324487 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9655 members 
Mstep: Class 2 contains 57396 members 
Entering Unmasked Estep 
Score: -8324825.000000 Penalty: 3611.792969
	Iteration 14Q: 3 clusters Score -8324825 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8829 members 
Mstep: Class 2 contains 58222 members 
Entering Unmasked Estep 
Score: -8325153.500000 Penalty: 3611.792969
	Iteration 15Q: 3 clusters Score -8325154 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8075 members 
Mstep: Class 2 contains 58976 members 
Entering Unmasked Estep 
Score: -8325455.000000 Penalty: 3611.792969
	Iteration 16Q: 3 clusters Score -8325455 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7376 members 
Mstep: Class 2 contains 59675 members 
Entering Unmasked Estep 
Score: -8325795.000000 Penalty: 3611.792969
	Iteration 17Q: 3 clusters Score -8325795 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6722 members 
Mstep: Class 2 contains 60329 members 
Entering Unmasked Estep 
Score: -8326159.000000 Penalty: 3611.792969
	Iteration 18Q: 3 clusters Score -8326159 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6153 members 
Mstep: Class 2 contains 60898 members 
Entering Unmasked Estep 
Score: -8326481.500000 Penalty: 3611.792969
	Iteration 19Q: 3 clusters Score -8326482 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5699 members 
Mstep: Class 2 contains 61352 members 
Entering Unmasked Estep 
Score: -8326785.500000 Penalty: 3611.792969
	Iteration 20F: 3 clusters Score -8326786 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 61756 members 
Entering Unmasked Estep 
Score: -8327071.000000 Penalty: 3611.792969
	Iteration 21Q: 3 clusters Score -8327071 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 62103 members 
Entering Unmasked Estep 
Score: -8327294.000000 Penalty: 3611.792969
	Iteration 22Q: 3 clusters Score -8327294 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 62384 members 
Entering Unmasked Estep 
Score: -8327422.500000 Penalty: 3611.792969
	Iteration 23Q: 3 clusters Score -8327422 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 62598 members 
Entering Unmasked Estep 
Score: -8327489.500000 Penalty: 3611.792969
	Iteration 24Q: 3 clusters Score -8327490 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 62762 members 
Entering Unmasked Estep 
Score: -8327524.500000 Penalty: 3611.792969
	Iteration 25Q: 3 clusters Score -8327524 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 62887 members 
Entering Unmasked Estep 
Score: -8327558.000000 Penalty: 3611.792969
	Iteration 26Q: 3 clusters Score -8327558 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 62986 members 
Entering Unmasked Estep 
Score: -8327555.500000 Penalty: 3611.792969
	Iteration 27Q: 3 clusters Score -8327556 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 63066 members 
Entering Unmasked Estep 
Score: -8327578.000000 Penalty: 3611.792969
	Iteration 28Q: 3 clusters Score -8327578 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 63139 members 
Entering Unmasked Estep 
Score: -8327606.000000 Penalty: 3611.792969
	Iteration 29Q: 3 clusters Score -8327606 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 63210 members 
Entering Unmasked Estep 
Score: -8327608.500000 Penalty: 3611.792969
	Iteration 30Q: 3 clusters Score -8327608 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 63275 members 
Entering Unmasked Estep 
Score: -8327608.500000 Penalty: 3611.792969
	Iteration 31Q: 3 clusters Score -8327608 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 63328 members 
Entering Unmasked Estep 
Score: -8327620.000000 Penalty: 3611.792969
	Iteration 32Q: 3 clusters Score -8327620 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 63381 members 
Entering Unmasked Estep 
Score: -8327642.000000 Penalty: 3611.792969
	Iteration 33Q: 3 clusters Score -8327642 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 63429 members 
Entering Unmasked Estep 
Score: -8327659.500000 Penalty: 3611.792969
	Iteration 34Q: 3 clusters Score -8327660 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 63479 members 
Entering Unmasked Estep 
Score: -8327645.500000 Penalty: 3611.792969
	Iteration 35Q: 3 clusters Score -8327646 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 63525 members 
Entering Unmasked Estep 
Score: -8327639.500000 Penalty: 3611.792969
	Iteration 36Q: 3 clusters Score -8327640 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 63561 members 
Entering Unmasked Estep 
Score: -8327644.000000 Penalty: 3611.792969
	Iteration 37Q: 3 clusters Score -8327644 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 63592 members 
Entering Unmasked Estep 
Score: -8327655.500000 Penalty: 3611.792969
	Iteration 38Q: 3 clusters Score -8327656 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 63630 members 
Entering Unmasked Estep 
Score: -8327660.500000 Penalty: 3611.792969
	Iteration 39Q: 3 clusters Score -8327660 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 63654 members 
Entering Unmasked Estep 
Score: -8327666.000000 Penalty: 3611.792969
	Iteration 40F: 3 clusters Score -8327666 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 63676 members 
Entering Unmasked Estep 
Score: -8327688.000000 Penalty: 3611.792969
	Iteration 41Q: 3 clusters Score -8327688 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 63702 members 
Entering Unmasked Estep 
Score: -8327678.500000 Penalty: 3611.792969
	Iteration 42Q: 3 clusters Score -8327678 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 63734 members 
Entering Unmasked Estep 
Score: -8327679.500000 Penalty: 3611.792969
	Iteration 43Q: 3 clusters Score -8327680 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 63760 members 
Entering Unmasked Estep 
Score: -8327691.000000 Penalty: 3611.792969
	Iteration 44Q: 3 clusters Score -8327691 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 63788 members 
Entering Unmasked Estep 
Score: -8327700.500000 Penalty: 3611.792969
	Iteration 45Q: 3 clusters Score -8327700 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 63819 members 
Entering Unmasked Estep 
Score: -8327706.000000 Penalty: 3611.792969
	Iteration 46Q: 3 clusters Score -8327706 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 63846 members 
Entering Unmasked Estep 
Score: -8327716.500000 Penalty: 3611.792969
	Iteration 47Q: 3 clusters Score -8327716 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 63870 members 
Entering Unmasked Estep 
Score: -8327720.000000 Penalty: 3611.792969
	Iteration 48Q: 3 clusters Score -8327720 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 63897 members 
Entering Unmasked Estep 
Score: -8327708.500000 Penalty: 3611.792969
	Iteration 49Q: 3 clusters Score -8327708 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 63920 members 
Entering Unmasked Estep 
Score: -8327711.500000 Penalty: 3611.792969
	Iteration 50Q: 3 clusters Score -8327712 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 63931 members 
Entering Unmasked Estep 
Score: -8327695.500000 Penalty: 3611.792969
	Iteration 51Q: 3 clusters Score -8327696 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 63942 members 
Entering Unmasked Estep 
Score: -8327702.000000 Penalty: 3611.792969
	Iteration 52Q: 3 clusters Score -8327702 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 63958 members 
Entering Unmasked Estep 
Score: -8327706.000000 Penalty: 3611.792969
	Iteration 53Q: 3 clusters Score -8327706 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 63974 members 
Entering Unmasked Estep 
Score: -8327709.500000 Penalty: 3611.792969
	Iteration 54Q: 3 clusters Score -8327710 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 63989 members 
Entering Unmasked Estep 
Score: -8327716.000000 Penalty: 3611.792969
	Iteration 55Q: 3 clusters Score -8327716 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 63998 members 
Entering Unmasked Estep 
Score: -8327722.500000 Penalty: 3611.792969
	Iteration 56Q: 3 clusters Score -8327722 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 64006 members 
Entering Unmasked Estep 
Score: -8327717.000000 Penalty: 3611.792969
	Iteration 57Q: 3 clusters Score -8327717 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 64018 members 
Entering Unmasked Estep 
Score: -8327720.000000 Penalty: 3611.792969
	Iteration 58Q: 3 clusters Score -8327720 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 64029 members 
Entering Unmasked Estep 
Score: -8327719.000000 Penalty: 3611.792969
	Iteration 59Q: 3 clusters Score -8327719 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 64042 members 
Entering Unmasked Estep 
Score: -8327724.000000 Penalty: 3611.792969
	Iteration 60F: 3 clusters Score -8327724 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 64057 members 
Entering Unmasked Estep 
Score: -8327725.000000 Penalty: 3611.792969
	Iteration 61Q: 3 clusters Score -8327725 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 64073 members 
Entering Unmasked Estep 
Score: -8327729.000000 Penalty: 3611.792969
	Iteration 62Q: 3 clusters Score -8327729 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 64090 members 
Entering Unmasked Estep 
Score: -8327733.000000 Penalty: 3611.792969
	Iteration 63Q: 3 clusters Score -8327733 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 64104 members 
Entering Unmasked Estep 
Score: -8327739.000000 Penalty: 3611.792969
	Iteration 64Q: 3 clusters Score -8327739 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 64116 members 
Entering Unmasked Estep 
Score: -8327737.000000 Penalty: 3611.792969
	Iteration 65Q: 3 clusters Score -8327737 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 64121 members 
Entering Unmasked Estep 
Score: -8327737.500000 Penalty: 3611.792969
	Iteration 66Q: 3 clusters Score -8327738 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 64126 members 
Entering Unmasked Estep 
Score: -8327740.000000 Penalty: 3611.792969
	Iteration 67Q: 3 clusters Score -8327740 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 64130 members 
Entering Unmasked Estep 
Score: -8327743.500000 Penalty: 3611.792969
	Iteration 68Q: 3 clusters Score -8327744 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 64136 members 
Entering Unmasked Estep 
Score: -8327746.500000 Penalty: 3611.792969
	Iteration 69Q: 3 clusters Score -8327746 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 64147 members 
Entering Unmasked Estep 
Score: -8327749.000000 Penalty: 3611.792969
	Iteration 70Q: 3 clusters Score -8327749 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 64160 members 
Entering Unmasked Estep 
Score: -8327756.500000 Penalty: 3611.792969
	Iteration 71Q: 3 clusters Score -8327756 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 64173 members 
Entering Unmasked Estep 
Score: -8327758.000000 Penalty: 3611.792969
	Iteration 72Q: 3 clusters Score -8327758 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 64184 members 
Entering Unmasked Estep 
Score: -8327768.000000 Penalty: 3611.792969
	Iteration 73Q: 3 clusters Score -8327768 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 64192 members 
Entering Unmasked Estep 
Score: -8327768.000000 Penalty: 3611.792969
	Iteration 74Q: 3 clusters Score -8327768 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 64209 members 
Entering Unmasked Estep 
Score: -8327768.500000 Penalty: 3611.792969
	Iteration 75Q: 3 clusters Score -8327768 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 64226 members 
Entering Unmasked Estep 
Score: -8327765.000000 Penalty: 3611.792969
	Iteration 76Q: 3 clusters Score -8327765 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 64240 members 
Entering Unmasked Estep 
Score: -8327787.000000 Penalty: 3611.792969
	Iteration 77Q: 3 clusters Score -8327787 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 64255 members 
Entering Unmasked Estep 
Score: -8327787.000000 Penalty: 3611.792969
	Iteration 78Q: 3 clusters Score -8327787 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 64282 members 
Entering Unmasked Estep 
Score: -8327786.500000 Penalty: 3611.792969
	Iteration 79Q: 3 clusters Score -8327786 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 64304 members 
Entering Unmasked Estep 
Score: -8327795.500000 Penalty: 3611.792969
	Iteration 80F: 3 clusters Score -8327796 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 64325 members 
Entering Unmasked Estep 
Score: -8327790.000000 Penalty: 3611.792969
	Iteration 81Q: 3 clusters Score -8327790 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 64335 members 
Entering Unmasked Estep 
Score: -8327801.000000 Penalty: 3611.792969
	Iteration 82Q: 3 clusters Score -8327801 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 64341 members 
Entering Unmasked Estep 
Score: -8327792.500000 Penalty: 3611.792969
	Iteration 83Q: 3 clusters Score -8327792 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 64340 members 
Entering Unmasked Estep 
Score: -8327807.000000 Penalty: 3611.792969
	Iteration 84Q: 3 clusters Score -8327807 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 64348 members 
Entering Unmasked Estep 
Score: -8327794.000000 Penalty: 3611.792969
	Iteration 85Q: 3 clusters Score -8327794 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 64352 members 
Entering Unmasked Estep 
Score: -8327798.500000 Penalty: 3611.792969
	Iteration 86Q: 3 clusters Score -8327798 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 64371 members 
Entering Unmasked Estep 
Score: -8327808.500000 Penalty: 3611.792969
	Iteration 87Q: 3 clusters Score -8327808 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 64387 members 
Entering Unmasked Estep 
Score: -8327807.500000 Penalty: 3611.792969
	Iteration 88Q: 3 clusters Score -8327808 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 64398 members 
Entering Unmasked Estep 
Score: -8327824.500000 Penalty: 3611.792969
	Iteration 89Q: 3 clusters Score -8327824 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 64412 members 
Entering Unmasked Estep 
Score: -8327829.500000 Penalty: 3611.792969
	Iteration 90Q: 3 clusters Score -8327830 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 64425 members 
Entering Unmasked Estep 
Score: -8327834.000000 Penalty: 3611.792969
	Iteration 91Q: 3 clusters Score -8327834 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 64432 members 
Entering Unmasked Estep 
Score: -8327838.500000 Penalty: 3611.792969
	Iteration 92Q: 3 clusters Score -8327838 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 64432 members 
Entering Unmasked Estep 
Score: -8327833.000000 Penalty: 3611.792969
	Iteration 93Q: 3 clusters Score -8327833 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 64433 members 
Entering Unmasked Estep 
Score: -8327827.000000 Penalty: 3611.792969
	Iteration 94Q: 3 clusters Score -8327827 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 64429 members 
Entering Unmasked Estep 
Score: -8327837.000000 Penalty: 3611.792969
	Iteration 95Q: 3 clusters Score -8327837 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 64429 members 
Entering Unmasked Estep 
Score: -8327842.000000 Penalty: 3611.792969
	Iteration 96Q: 3 clusters Score -8327842 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 64429 members 
Entering Unmasked Estep 
Score: -8327835.000000 Penalty: 3611.792969
	Iteration 97Q: 3 clusters Score -8327835 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 64433 members 
Entering Unmasked Estep 
Score: -8327842.000000 Penalty: 3611.792969
	Iteration 98Q: 3 clusters Score -8327842 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 64445 members 
Entering Unmasked Estep 
Score: -8327845.500000 Penalty: 3611.792969
	Iteration 99Q: 3 clusters Score -8327846 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 64453 members 
Entering Unmasked Estep 
Score: -8327850.500000 Penalty: 3611.792969
	Iteration 100F: 3 clusters Score -8327850 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 64456 members 
Entering Unmasked Estep 
Score: -8327843.500000 Penalty: 3611.792969
	Iteration 101Q: 3 clusters Score -8327844 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 64461 members 
Entering Unmasked Estep 
Score: -8327851.500000 Penalty: 3611.792969
	Iteration 102Q: 3 clusters Score -8327852 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 64467 members 
Entering Unmasked Estep 
Score: -8327842.000000 Penalty: 3611.792969
	Iteration 103Q: 3 clusters Score -8327842 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 64472 members 
Entering Unmasked Estep 
Score: -8327846.500000 Penalty: 3611.792969
	Iteration 104Q: 3 clusters Score -8327846 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 64476 members 
Entering Unmasked Estep 
Score: -8327859.000000 Penalty: 3611.792969
	Iteration 105Q: 3 clusters Score -8327859 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 64480 members 
Entering Unmasked Estep 
Score: -8327860.500000 Penalty: 3611.792969
	Iteration 106Q: 3 clusters Score -8327860 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 64484 members 
Entering Unmasked Estep 
Score: -8327859.000000 Penalty: 3611.792969
	Iteration 107Q: 3 clusters Score -8327859 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 64488 members 
Entering Unmasked Estep 
Score: -8327864.000000 Penalty: 3611.792969
	Iteration 108Q: 3 clusters Score -8327864 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 64485 members 
Entering Unmasked Estep 
Score: -8327860.000000 Penalty: 3611.792969
	Iteration 109Q: 3 clusters Score -8327860 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 64484 members 
Entering Unmasked Estep 
Score: -8327871.000000 Penalty: 3611.792969
	Iteration 110Q: 3 clusters Score -8327871 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 64481 members 
Entering Unmasked Estep 
Score: -8327864.500000 Penalty: 3611.792969
	Iteration 111Q: 3 clusters Score -8327864 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 64479 members 
Entering Unmasked Estep 
Score: -8327868.000000 Penalty: 3611.792969
	Iteration 112Q: 3 clusters Score -8327868 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 64478 members 
Entering Unmasked Estep 
Score: -8327870.500000 Penalty: 3611.792969
	Iteration 113Q: 3 clusters Score -8327870 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 64478 members 
Entering Unmasked Estep 
Score: -8327870.500000 Penalty: 3611.792969
	Iteration 114F: 3 clusters Score -8327870 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (4619 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Entering Unmasked Estep 
Score: -558626.000000 Penalty: 1371.164307
	Iteration 0F: 2 clusters Score -558626 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -554861.562500 Penalty: 2742.328613
	Iteration 0F: 3 clusters Score -554861.6 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -556004.125000 Penalty: 2742.328613
	Iteration 1F: 3 clusters Score -556004.1 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -556385.312500 Penalty: 2742.328613
	Iteration 2F: 3 clusters Score -556385.3 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -556713.687500 Penalty: 2742.328613
	Iteration 3F: 3 clusters Score -556713.7 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -556975.187500 Penalty: 2742.328613
	Iteration 4F: 3 clusters Score -556975.2 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -557154.062500 Penalty: 2742.328613
	Iteration 5F: 3 clusters Score -557154.1 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -557295.187500 Penalty: 2742.328613
	Iteration 6Q: 3 clusters Score -557295.2 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -557400.250000 Penalty: 2742.328613
	Iteration 7Q: 3 clusters Score -557400.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -557479.375000 Penalty: 2742.328613
	Iteration 8Q: 3 clusters Score -557479.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -557535.625000 Penalty: 2742.328613
	Iteration 9Q: 3 clusters Score -557535.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -557582.250000 Penalty: 2742.328613
	Iteration 10Q: 3 clusters Score -557582.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -557627.187500 Penalty: 2742.328613
	Iteration 11Q: 3 clusters Score -557627.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -557664.812500 Penalty: 2742.328613
	Iteration 12Q: 3 clusters Score -557664.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -557700.312500 Penalty: 2742.328613
	Iteration 13Q: 3 clusters Score -557700.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -557726.375000 Penalty: 2742.328613
	Iteration 14Q: 3 clusters Score -557726.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -557758.125000 Penalty: 2742.328613
	Iteration 15Q: 3 clusters Score -557758.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -557783.687500 Penalty: 2742.328613
	Iteration 16Q: 3 clusters Score -557783.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -557806.187500 Penalty: 2742.328613
	Iteration 17Q: 3 clusters Score -557806.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -557827.437500 Penalty: 2742.328613
	Iteration 18Q: 3 clusters Score -557827.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -557853.312500 Penalty: 2742.328613
	Iteration 19Q: 3 clusters Score -557853.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -557868.500000 Penalty: 2742.328613
	Iteration 20F: 3 clusters Score -557868.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -557876.875000 Penalty: 2742.328613
	Iteration 21Q: 3 clusters Score -557876.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -557884.687500 Penalty: 2742.328613
	Iteration 22Q: 3 clusters Score -557884.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -557892.812500 Penalty: 2742.328613
	Iteration 23Q: 3 clusters Score -557892.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -557900.562500 Penalty: 2742.328613
	Iteration 24Q: 3 clusters Score -557900.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -557906.687500 Penalty: 2742.328613
	Iteration 25Q: 3 clusters Score -557906.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -557909.000000 Penalty: 2742.328613
	Iteration 26Q: 3 clusters Score -557909 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -557909.500000 Penalty: 2742.328613
	Iteration 27Q: 3 clusters Score -557909.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -557911.875000 Penalty: 2742.328613
	Iteration 28Q: 3 clusters Score -557911.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -557912.812500 Penalty: 2742.328613
	Iteration 29Q: 3 clusters Score -557912.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -557914.750000 Penalty: 2742.328613
	Iteration 30Q: 3 clusters Score -557914.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -557914.250000 Penalty: 2742.328613
	Iteration 31Q: 3 clusters Score -557914.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -557914.250000 Penalty: 2742.328613
	Iteration 32F: 3 clusters Score -557914.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (9424 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9424 members 
Entering Unmasked Estep 
Score: -1189232.875000 Penalty: 1487.040039
	Iteration 0F: 2 clusters Score -1189233 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -1182385.125000 Penalty: 2974.080078
	Iteration 0F: 3 clusters Score -1182385 nChanged 4140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -1184626.750000 Penalty: 2974.080078
	Iteration 1F: 3 clusters Score -1184627 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -1184867.250000 Penalty: 2974.080078
	Iteration 2F: 3 clusters Score -1184867 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -1185058.875000 Penalty: 2974.080078
	Iteration 3Q: 3 clusters Score -1185059 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -1185224.125000 Penalty: 2974.080078
	Iteration 4Q: 3 clusters Score -1185224 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 5216 members 
Entering Unmasked Estep 
Score: -1185383.500000 Penalty: 2974.080078
	Iteration 5Q: 3 clusters Score -1185384 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 5340 members 
Entering Unmasked Estep 
Score: -1185563.625000 Penalty: 2974.080078
	Iteration 6Q: 3 clusters Score -1185564 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 5494 members 
Entering Unmasked Estep 
Score: -1185746.625000 Penalty: 2974.080078
	Iteration 7Q: 3 clusters Score -1185747 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 5666 members 
Entering Unmasked Estep 
Score: -1185927.750000 Penalty: 2974.080078
	Iteration 8Q: 3 clusters Score -1185928 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 5856 members 
Entering Unmasked Estep 
Score: -1186109.125000 Penalty: 2974.080078
	Iteration 9Q: 3 clusters Score -1186109 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 6069 members 
Entering Unmasked Estep 
Score: -1186275.500000 Penalty: 2974.080078
	Iteration 10Q: 3 clusters Score -1186276 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 6301 members 
Entering Unmasked Estep 
Score: -1186434.500000 Penalty: 2974.080078
	Iteration 11Q: 3 clusters Score -1186434 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 6515 members 
Entering Unmasked Estep 
Score: -1186591.875000 Penalty: 2974.080078
	Iteration 12Q: 3 clusters Score -1186592 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 6745 members 
Entering Unmasked Estep 
Score: -1186755.875000 Penalty: 2974.080078
	Iteration 13Q: 3 clusters Score -1186756 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 6951 members 
Entering Unmasked Estep 
Score: -1186905.250000 Penalty: 2974.080078
	Iteration 14Q: 3 clusters Score -1186905 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 7156 members 
Entering Unmasked Estep 
Score: -1187058.125000 Penalty: 2974.080078
	Iteration 15Q: 3 clusters Score -1187058 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 7349 members 
Entering Unmasked Estep 
Score: -1187204.125000 Penalty: 2974.080078
	Iteration 16Q: 3 clusters Score -1187204 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 7518 members 
Entering Unmasked Estep 
Score: -1187352.000000 Penalty: 2974.080078
	Iteration 17Q: 3 clusters Score -1187352 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 7680 members 
Entering Unmasked Estep 
Score: -1187472.375000 Penalty: 2974.080078
	Iteration 18Q: 3 clusters Score -1187472 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 7831 members 
Entering Unmasked Estep 
Score: -1187571.875000 Penalty: 2974.080078
	Iteration 19Q: 3 clusters Score -1187572 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 7942 members 
Entering Unmasked Estep 
Score: -1187637.000000 Penalty: 2974.080078
	Iteration 20F: 3 clusters Score -1187637 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 8033 members 
Entering Unmasked Estep 
Score: -1187693.625000 Penalty: 2974.080078
	Iteration 21Q: 3 clusters Score -1187694 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 8111 members 
Entering Unmasked Estep 
Score: -1187750.875000 Penalty: 2974.080078
	Iteration 22Q: 3 clusters Score -1187751 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 8174 members 
Entering Unmasked Estep 
Score: -1187794.250000 Penalty: 2974.080078
	Iteration 23Q: 3 clusters Score -1187794 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 8232 members 
Entering Unmasked Estep 
Score: -1187826.250000 Penalty: 2974.080078
	Iteration 24Q: 3 clusters Score -1187826 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 8274 members 
Entering Unmasked Estep 
Score: -1187848.250000 Penalty: 2974.080078
	Iteration 25Q: 3 clusters Score -1187848 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 8304 members 
Entering Unmasked Estep 
Score: -1187864.750000 Penalty: 2974.080078
	Iteration 26Q: 3 clusters Score -1187865 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 8325 members 
Entering Unmasked Estep 
Score: -1187877.375000 Penalty: 2974.080078
	Iteration 27Q: 3 clusters Score -1187877 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 8349 members 
Entering Unmasked Estep 
Score: -1187886.750000 Penalty: 2974.080078
	Iteration 28Q: 3 clusters Score -1187887 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 8367 members 
Entering Unmasked Estep 
Score: -1187899.625000 Penalty: 2974.080078
	Iteration 29Q: 3 clusters Score -1187900 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 8376 members 
Entering Unmasked Estep 
Score: -1187909.750000 Penalty: 2974.080078
	Iteration 30Q: 3 clusters Score -1187910 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 8388 members 
Entering Unmasked Estep 
Score: -1187917.500000 Penalty: 2974.080078
	Iteration 31Q: 3 clusters Score -1187918 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 8403 members 
Entering Unmasked Estep 
Score: -1187923.375000 Penalty: 2974.080078
	Iteration 32Q: 3 clusters Score -1187923 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 8417 members 
Entering Unmasked Estep 
Score: -1187932.500000 Penalty: 2974.080078
	Iteration 33Q: 3 clusters Score -1187932 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 8433 members 
Entering Unmasked Estep 
Score: -1187937.875000 Penalty: 2974.080078
	Iteration 34Q: 3 clusters Score -1187938 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 8449 members 
Entering Unmasked Estep 
Score: -1187943.500000 Penalty: 2974.080078
	Iteration 35Q: 3 clusters Score -1187944 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 8462 members 
Entering Unmasked Estep 
Score: -1187949.000000 Penalty: 2974.080078
	Iteration 36Q: 3 clusters Score -1187949 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 8475 members 
Entering Unmasked Estep 
Score: -1187956.000000 Penalty: 2974.080078
	Iteration 37Q: 3 clusters Score -1187956 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 8486 members 
Entering Unmasked Estep 
Score: -1187962.375000 Penalty: 2974.080078
	Iteration 38Q: 3 clusters Score -1187962 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 8504 members 
Entering Unmasked Estep 
Score: -1187970.000000 Penalty: 2974.080078
	Iteration 39Q: 3 clusters Score -1187970 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 8519 members 
Entering Unmasked Estep 
Score: -1187976.125000 Penalty: 2974.080078
	Iteration 40F: 3 clusters Score -1187976 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 8532 members 
Entering Unmasked Estep 
Score: -1187987.375000 Penalty: 2974.080078
	Iteration 41Q: 3 clusters Score -1187987 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 8544 members 
Entering Unmasked Estep 
Score: -1187994.375000 Penalty: 2974.080078
	Iteration 42Q: 3 clusters Score -1187994 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 8556 members 
Entering Unmasked Estep 
Score: -1187996.500000 Penalty: 2974.080078
	Iteration 43Q: 3 clusters Score -1187996 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 8567 members 
Entering Unmasked Estep 
Score: -1188003.125000 Penalty: 2974.080078
	Iteration 44Q: 3 clusters Score -1188003 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 8575 members 
Entering Unmasked Estep 
Score: -1188003.875000 Penalty: 2974.080078
	Iteration 45Q: 3 clusters Score -1188004 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 8582 members 
Entering Unmasked Estep 
Score: -1188007.500000 Penalty: 2974.080078
	Iteration 46Q: 3 clusters Score -1188008 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 8588 members 
Entering Unmasked Estep 
Score: -1188008.500000 Penalty: 2974.080078
	Iteration 47Q: 3 clusters Score -1188008 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 8595 members 
Entering Unmasked Estep 
Score: -1188014.750000 Penalty: 2974.080078
	Iteration 48Q: 3 clusters Score -1188015 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 8600 members 
Entering Unmasked Estep 
Score: -1188015.000000 Penalty: 2974.080078
	Iteration 49Q: 3 clusters Score -1188015 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 8605 members 
Entering Unmasked Estep 
Score: -1188018.625000 Penalty: 2974.080078
	Iteration 50Q: 3 clusters Score -1188019 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 8610 members 
Entering Unmasked Estep 
Score: -1188023.375000 Penalty: 2974.080078
	Iteration 51Q: 3 clusters Score -1188023 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 8615 members 
Entering Unmasked Estep 
Score: -1188022.750000 Penalty: 2974.080078
	Iteration 52Q: 3 clusters Score -1188023 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 8616 members 
Entering Unmasked Estep 
Score: -1188022.875000 Penalty: 2974.080078
	Iteration 53Q: 3 clusters Score -1188023 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 8615 members 
Entering Unmasked Estep 
Score: -1188023.625000 Penalty: 2974.080078
	Iteration 54Q: 3 clusters Score -1188024 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 8615 members 
Entering Unmasked Estep 
Score: -1188023.625000 Penalty: 2974.080078
	Iteration 55F: 3 clusters Score -1188024 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (17986 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17986 members 
Entering Unmasked Estep 
Score: -2288344.250000 Penalty: 1592.069214
	Iteration 0F: 2 clusters Score -2288344 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8949 members 
Mstep: Class 2 contains 9037 members 
Entering Unmasked Estep 
Score: -2275995.000000 Penalty: 3184.138428
	Iteration 0F: 3 clusters Score -2275995 nChanged 8104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8551 members 
Mstep: Class 2 contains 9435 members 
Entering Unmasked Estep 
Score: -2280429.750000 Penalty: 3184.138428
	Iteration 1F: 3 clusters Score -2280430 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8302 members 
Mstep: Class 2 contains 9684 members 
Entering Unmasked Estep 
Score: -2280764.750000 Penalty: 3184.138428
	Iteration 2F: 3 clusters Score -2280765 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7966 members 
Mstep: Class 2 contains 10020 members 
Entering Unmasked Estep 
Score: -2281034.750000 Penalty: 3184.138428
	Iteration 3Q: 3 clusters Score -2281035 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7490 members 
Mstep: Class 2 contains 10496 members 
Entering Unmasked Estep 
Score: -2281334.500000 Penalty: 3184.138428
	Iteration 4Q: 3 clusters Score -2281334 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6850 members 
Mstep: Class 2 contains 11136 members 
Entering Unmasked Estep 
Score: -2281718.750000 Penalty: 3184.138428
	Iteration 5Q: 3 clusters Score -2281719 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6050 members 
Mstep: Class 2 contains 11936 members 
Entering Unmasked Estep 
Score: -2282221.500000 Penalty: 3184.138428
	Iteration 6F: 3 clusters Score -2282222 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 12889 members 
Entering Unmasked Estep 
Score: -2282905.750000 Penalty: 3184.138428
	Iteration 7F: 3 clusters Score -2282906 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 13941 members 
Entering Unmasked Estep 
Score: -2283753.250000 Penalty: 3184.138428
	Iteration 8F: 3 clusters Score -2283753 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 14970 members 
Entering Unmasked Estep 
Score: -2284646.000000 Penalty: 3184.138428
	Iteration 9F: 3 clusters Score -2284646 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 15823 members 
Entering Unmasked Estep 
Score: -2285385.750000 Penalty: 3184.138428
	Iteration 10Q: 3 clusters Score -2285386 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 16388 members 
Entering Unmasked Estep 
Score: -2285872.750000 Penalty: 3184.138428
	Iteration 11Q: 3 clusters Score -2285873 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 16823 members 
Entering Unmasked Estep 
Score: -2286242.750000 Penalty: 3184.138428
	Iteration 12Q: 3 clusters Score -2286243 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 17120 members 
Entering Unmasked Estep 
Score: -2286482.000000 Penalty: 3184.138428
	Iteration 13Q: 3 clusters Score -2286482 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 17301 members 
Entering Unmasked Estep 
Score: -2286610.000000 Penalty: 3184.138428
	Iteration 14Q: 3 clusters Score -2286610 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 17415 members 
Entering Unmasked Estep 
Score: -2286708.500000 Penalty: 3184.138428
	Iteration 15Q: 3 clusters Score -2286708 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 17481 members 
Entering Unmasked Estep 
Score: -2286755.250000 Penalty: 3184.138428
	Iteration 16Q: 3 clusters Score -2286755 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 17525 members 
Entering Unmasked Estep 
Score: -2286796.000000 Penalty: 3184.138428
	Iteration 17Q: 3 clusters Score -2286796 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 17569 members 
Entering Unmasked Estep 
Score: -2286834.750000 Penalty: 3184.138428
	Iteration 18Q: 3 clusters Score -2286835 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 17600 members 
Entering Unmasked Estep 
Score: -2286866.250000 Penalty: 3184.138428
	Iteration 19Q: 3 clusters Score -2286866 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 17622 members 
Entering Unmasked Estep 
Score: -2286880.500000 Penalty: 3184.138428
	Iteration 20F: 3 clusters Score -2286880 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 17638 members 
Entering Unmasked Estep 
Score: -2286899.000000 Penalty: 3184.138428
	Iteration 21Q: 3 clusters Score -2286899 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 17657 members 
Entering Unmasked Estep 
Score: -2286913.250000 Penalty: 3184.138428
	Iteration 22Q: 3 clusters Score -2286913 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 17670 members 
Entering Unmasked Estep 
Score: -2286926.000000 Penalty: 3184.138428
	Iteration 23Q: 3 clusters Score -2286926 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 17676 members 
Entering Unmasked Estep 
Score: -2286927.500000 Penalty: 3184.138428
	Iteration 24Q: 3 clusters Score -2286928 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 17678 members 
Entering Unmasked Estep 
Score: -2286931.000000 Penalty: 3184.138428
	Iteration 25Q: 3 clusters Score -2286931 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 17681 members 
Entering Unmasked Estep 
Score: -2286932.250000 Penalty: 3184.138428
	Iteration 26Q: 3 clusters Score -2286932 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 17681 members 
Entering Unmasked Estep 
Score: -2286932.250000 Penalty: 3184.138428
	Iteration 27Q: 3 clusters Score -2286932 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 17680 members 
Entering Unmasked Estep 
Score: -2286936.250000 Penalty: 3184.138428
	Iteration 28Q: 3 clusters Score -2286936 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 17681 members 
Entering Unmasked Estep 
Score: -2286936.000000 Penalty: 3184.138428
	Iteration 29Q: 3 clusters Score -2286936 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 17681 members 
Entering Unmasked Estep 
Score: -2286936.000000 Penalty: 3184.138428
	Iteration 30F: 3 clusters Score -2286936 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (659 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Entering Unmasked Estep 
Score: -71304.906250 Penalty: 1054.742554
	Iteration 0F: 2 clusters Score -71304.91 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -70187.843750 Penalty: 2109.485107
	Iteration 0F: 3 clusters Score -70187.84 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -70530.992188 Penalty: 2109.485107
	Iteration 1F: 3 clusters Score -70530.99 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -70685.273438 Penalty: 2109.485107
	Iteration 2F: 3 clusters Score -70685.27 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -70751.078125 Penalty: 2109.485107
	Iteration 3Q: 3 clusters Score -70751.08 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -70816.398438 Penalty: 2109.485107
	Iteration 4Q: 3 clusters Score -70816.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -70887.835938 Penalty: 2109.485107
	Iteration 5Q: 3 clusters Score -70887.84 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -70968.367188 Penalty: 2109.485107
	Iteration 6Q: 3 clusters Score -70968.37 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -71061.148438 Penalty: 2109.485107
	Iteration 7Q: 3 clusters Score -71061.15 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -71153.117188 Penalty: 2109.485107
	Iteration 8Q: 3 clusters Score -71153.12 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -71170.554688 Penalty: 2109.485107
	Iteration 9Q: 3 clusters Score -71170.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -71176.875000 Penalty: 2109.485107
	Iteration 10Q: 3 clusters Score -71176.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -71180.796875 Penalty: 2109.485107
	Iteration 11Q: 3 clusters Score -71180.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -71182.593750 Penalty: 2109.485107
	Iteration 12Q: 3 clusters Score -71182.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -71182.718750 Penalty: 2109.485107
	Iteration 13F: 3 clusters Score -71182.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -71189.664062 Penalty: 2109.485107
	Iteration 14Q: 3 clusters Score -71189.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -71192.765625 Penalty: 2109.485107
	Iteration 15Q: 3 clusters Score -71192.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -71199.195312 Penalty: 2109.485107
	Iteration 16Q: 3 clusters Score -71199.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -71203.234375 Penalty: 2109.485107
	Iteration 17Q: 3 clusters Score -71203.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -71209.132812 Penalty: 2109.485107
	Iteration 18Q: 3 clusters Score -71209.13 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -71217.468750 Penalty: 2109.485107
	Iteration 19Q: 3 clusters Score -71217.47 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -71220.382812 Penalty: 2109.485107
	Iteration 20F: 3 clusters Score -71220.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -71224.953125 Penalty: 2109.485107
	Iteration 21Q: 3 clusters Score -71224.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -71226.429688 Penalty: 2109.485107
	Iteration 22Q: 3 clusters Score -71226.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -71226.429688 Penalty: 2109.485107
	Iteration 23F: 3 clusters Score -71226.43 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (31002 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31002 members 
Entering Unmasked Estep 
Score: -4019600.500000 Penalty: 1680.543701
	Iteration 0F: 2 clusters Score -4019600 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15585 members 
Mstep: Class 2 contains 15417 members 
Entering Unmasked Estep 
Score: -3998710.250000 Penalty: 3361.087402
	Iteration 0F: 3 clusters Score -3998710 nChanged 14259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15854 members 
Mstep: Class 2 contains 15148 members 
Entering Unmasked Estep 
Score: -4006662.500000 Penalty: 3361.087402
	Iteration 1F: 3 clusters Score -4006662 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15975 members 
Mstep: Class 2 contains 15027 members 
Entering Unmasked Estep 
Score: -4007068.500000 Penalty: 3361.087402
	Iteration 2Q: 3 clusters Score -4007068 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16095 members 
Mstep: Class 2 contains 14907 members 
Entering Unmasked Estep 
Score: -4007446.000000 Penalty: 3361.087402
	Iteration 3Q: 3 clusters Score -4007446 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16285 members 
Mstep: Class 2 contains 14717 members 
Entering Unmasked Estep 
Score: -4007876.250000 Penalty: 3361.087402
	Iteration 4Q: 3 clusters Score -4007876 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16608 members 
Mstep: Class 2 contains 14394 members 
Entering Unmasked Estep 
Score: -4008315.250000 Penalty: 3361.087402
	Iteration 5Q: 3 clusters Score -4008315 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17020 members 
Mstep: Class 2 contains 13982 members 
Entering Unmasked Estep 
Score: -4008781.500000 Penalty: 3361.087402
	Iteration 6Q: 3 clusters Score -4008782 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17567 members 
Mstep: Class 2 contains 13435 members 
Entering Unmasked Estep 
Score: -4009295.750000 Penalty: 3361.087402
	Iteration 7Q: 3 clusters Score -4009296 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18268 members 
Mstep: Class 2 contains 12734 members 
Entering Unmasked Estep 
Score: -4009864.000000 Penalty: 3361.087402
	Iteration 8Q: 3 clusters Score -4009864 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19201 members 
Mstep: Class 2 contains 11801 members 
Entering Unmasked Estep 
Score: -4010478.250000 Penalty: 3361.087402
	Iteration 9Q: 3 clusters Score -4010478 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20323 members 
Mstep: Class 2 contains 10679 members 
Entering Unmasked Estep 
Score: -4011107.000000 Penalty: 3361.087402
	Iteration 10Q: 3 clusters Score -4011107 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21535 members 
Mstep: Class 2 contains 9467 members 
Entering Unmasked Estep 
Score: -4011810.750000 Penalty: 3361.087402
	Iteration 11Q: 3 clusters Score -4011811 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22901 members 
Mstep: Class 2 contains 8101 members 
Entering Unmasked Estep 
Score: -4012620.250000 Penalty: 3361.087402
	Iteration 12Q: 3 clusters Score -4012620 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24403 members 
Mstep: Class 2 contains 6599 members 
Entering Unmasked Estep 
Score: -4013598.500000 Penalty: 3361.087402
	Iteration 13Q: 3 clusters Score -4013598 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25875 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -4014625.500000 Penalty: 3361.087402
	Iteration 14Q: 3 clusters Score -4014626 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27271 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -4015641.250000 Penalty: 3361.087402
	Iteration 15Q: 3 clusters Score -4015641 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28459 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -4016549.250000 Penalty: 3361.087402
	Iteration 16Q: 3 clusters Score -4016549 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29254 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -4017099.250000 Penalty: 3361.087402
	Iteration 17Q: 3 clusters Score -4017099 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29773 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -4017460.000000 Penalty: 3361.087402
	Iteration 18Q: 3 clusters Score -4017460 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30074 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -4017690.250000 Penalty: 3361.087402
	Iteration 19Q: 3 clusters Score -4017690 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30272 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -4017855.500000 Penalty: 3361.087402
	Iteration 20F: 3 clusters Score -4017856 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30398 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -4017944.000000 Penalty: 3361.087402
	Iteration 21Q: 3 clusters Score -4017944 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30464 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -4017985.750000 Penalty: 3361.087402
	Iteration 22Q: 3 clusters Score -4017986 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30495 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -4018010.250000 Penalty: 3361.087402
	Iteration 23Q: 3 clusters Score -4018010 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30522 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -4018029.250000 Penalty: 3361.087402
	Iteration 24Q: 3 clusters Score -4018029 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30547 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -4018053.500000 Penalty: 3361.087402
	Iteration 25Q: 3 clusters Score -4018054 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30564 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -4018068.750000 Penalty: 3361.087402
	Iteration 26Q: 3 clusters Score -4018069 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30575 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -4018082.250000 Penalty: 3361.087402
	Iteration 27Q: 3 clusters Score -4018082 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30584 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -4018095.750000 Penalty: 3361.087402
	Iteration 28Q: 3 clusters Score -4018096 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30593 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -4018107.250000 Penalty: 3361.087402
	Iteration 29Q: 3 clusters Score -4018107 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30606 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -4018122.500000 Penalty: 3361.087402
	Iteration 30Q: 3 clusters Score -4018122 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30614 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -4018125.000000 Penalty: 3361.087402
	Iteration 31Q: 3 clusters Score -4018125 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30619 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -4018133.500000 Penalty: 3361.087402
	Iteration 32Q: 3 clusters Score -4018134 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30627 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -4018142.000000 Penalty: 3361.087402
	Iteration 33Q: 3 clusters Score -4018142 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30631 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -4018142.250000 Penalty: 3361.087402
	Iteration 34Q: 3 clusters Score -4018142 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30634 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -4018147.500000 Penalty: 3361.087402
	Iteration 35Q: 3 clusters Score -4018148 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30636 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -4018149.250000 Penalty: 3361.087402
	Iteration 36Q: 3 clusters Score -4018149 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30637 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -4018152.250000 Penalty: 3361.087402
	Iteration 37Q: 3 clusters Score -4018152 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30636 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -4018151.750000 Penalty: 3361.087402
	Iteration 38Q: 3 clusters Score -4018152 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30637 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -4018154.250000 Penalty: 3361.087402
	Iteration 39Q: 3 clusters Score -4018154 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30638 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -4018158.750000 Penalty: 3361.087402
	Iteration 40F: 3 clusters Score -4018159 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30639 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -4018163.250000 Penalty: 3361.087402
	Iteration 41Q: 3 clusters Score -4018163 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30642 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -4018163.500000 Penalty: 3361.087402
	Iteration 42Q: 3 clusters Score -4018164 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30642 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -4018163.500000 Penalty: 3361.087402
	Iteration 43F: 3 clusters Score -4018164 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (11779 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11779 members 
Entering Unmasked Estep 
Score: -1363801.875000 Penalty: 1523.286987
	Iteration 0F: 2 clusters Score -1363802 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5920 members 
Mstep: Class 2 contains 5859 members 
Entering Unmasked Estep 
Score: -1355512.625000 Penalty: 3046.573975
	Iteration 0F: 3 clusters Score -1355513 nChanged 5167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6073 members 
Mstep: Class 2 contains 5706 members 
Entering Unmasked Estep 
Score: -1358649.375000 Penalty: 3046.573975
	Iteration 1F: 3 clusters Score -1358649 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6059 members 
Mstep: Class 2 contains 5720 members 
Entering Unmasked Estep 
Score: -1359218.750000 Penalty: 3046.573975
	Iteration 2F: 3 clusters Score -1359219 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6045 members 
Mstep: Class 2 contains 5734 members 
Entering Unmasked Estep 
Score: -1359798.375000 Penalty: 3046.573975
	Iteration 3F: 3 clusters Score -1359798 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5992 members 
Mstep: Class 2 contains 5787 members 
Entering Unmasked Estep 
Score: -1360355.125000 Penalty: 3046.573975
	Iteration 4F: 3 clusters Score -1360355 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5908 members 
Mstep: Class 2 contains 5871 members 
Entering Unmasked Estep 
Score: -1360872.625000 Penalty: 3046.573975
	Iteration 5F: 3 clusters Score -1360873 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5869 members 
Mstep: Class 2 contains 5910 members 
Entering Unmasked Estep 
Score: -1361351.250000 Penalty: 3046.573975
	Iteration 6F: 3 clusters Score -1361351 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5822 members 
Mstep: Class 2 contains 5957 members 
Entering Unmasked Estep 
Score: -1361767.750000 Penalty: 3046.573975
	Iteration 7Q: 3 clusters Score -1361768 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5795 members 
Mstep: Class 2 contains 5984 members 
Entering Unmasked Estep 
Score: -1362032.625000 Penalty: 3046.573975
	Iteration 8Q: 3 clusters Score -1362033 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5753 members 
Mstep: Class 2 contains 6026 members 
Entering Unmasked Estep 
Score: -1362207.750000 Penalty: 3046.573975
	Iteration 9Q: 3 clusters Score -1362208 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5705 members 
Mstep: Class 2 contains 6074 members 
Entering Unmasked Estep 
Score: -1362307.375000 Penalty: 3046.573975
	Iteration 10Q: 3 clusters Score -1362307 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5660 members 
Mstep: Class 2 contains 6119 members 
Entering Unmasked Estep 
Score: -1362381.750000 Penalty: 3046.573975
	Iteration 11Q: 3 clusters Score -1362382 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5605 members 
Mstep: Class 2 contains 6174 members 
Entering Unmasked Estep 
Score: -1362422.125000 Penalty: 3046.573975
	Iteration 12Q: 3 clusters Score -1362422 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5563 members 
Mstep: Class 2 contains 6216 members 
Entering Unmasked Estep 
Score: -1362442.625000 Penalty: 3046.573975
	Iteration 13Q: 3 clusters Score -1362443 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5529 members 
Mstep: Class 2 contains 6250 members 
Entering Unmasked Estep 
Score: -1362464.500000 Penalty: 3046.573975
	Iteration 14Q: 3 clusters Score -1362464 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5498 members 
Mstep: Class 2 contains 6281 members 
Entering Unmasked Estep 
Score: -1362490.625000 Penalty: 3046.573975
	Iteration 15Q: 3 clusters Score -1362491 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5463 members 
Mstep: Class 2 contains 6316 members 
Entering Unmasked Estep 
Score: -1362506.000000 Penalty: 3046.573975
	Iteration 16Q: 3 clusters Score -1362506 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5431 members 
Mstep: Class 2 contains 6348 members 
Entering Unmasked Estep 
Score: -1362525.375000 Penalty: 3046.573975
	Iteration 17Q: 3 clusters Score -1362525 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5398 members 
Mstep: Class 2 contains 6381 members 
Entering Unmasked Estep 
Score: -1362537.375000 Penalty: 3046.573975
	Iteration 18Q: 3 clusters Score -1362537 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 6418 members 
Entering Unmasked Estep 
Score: -1362559.000000 Penalty: 3046.573975
	Iteration 19Q: 3 clusters Score -1362559 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5317 members 
Mstep: Class 2 contains 6462 members 
Entering Unmasked Estep 
Score: -1362590.500000 Penalty: 3046.573975
	Iteration 20F: 3 clusters Score -1362590 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5278 members 
Mstep: Class 2 contains 6501 members 
Entering Unmasked Estep 
Score: -1362622.500000 Penalty: 3046.573975
	Iteration 21Q: 3 clusters Score -1362622 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 6565 members 
Entering Unmasked Estep 
Score: -1362665.250000 Penalty: 3046.573975
	Iteration 22Q: 3 clusters Score -1362665 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5164 members 
Mstep: Class 2 contains 6615 members 
Entering Unmasked Estep 
Score: -1362690.875000 Penalty: 3046.573975
	Iteration 23Q: 3 clusters Score -1362691 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 6671 members 
Entering Unmasked Estep 
Score: -1362725.750000 Penalty: 3046.573975
	Iteration 24Q: 3 clusters Score -1362726 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 6727 members 
Entering Unmasked Estep 
Score: -1362749.250000 Penalty: 3046.573975
	Iteration 25Q: 3 clusters Score -1362749 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 6768 members 
Entering Unmasked Estep 
Score: -1362764.500000 Penalty: 3046.573975
	Iteration 26Q: 3 clusters Score -1362764 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 6812 members 
Entering Unmasked Estep 
Score: -1362770.625000 Penalty: 3046.573975
	Iteration 27Q: 3 clusters Score -1362771 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 6845 members 
Entering Unmasked Estep 
Score: -1362779.000000 Penalty: 3046.573975
	Iteration 28Q: 3 clusters Score -1362779 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 6876 members 
Entering Unmasked Estep 
Score: -1362784.000000 Penalty: 3046.573975
	Iteration 29Q: 3 clusters Score -1362784 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 6909 members 
Entering Unmasked Estep 
Score: -1362790.000000 Penalty: 3046.573975
	Iteration 30Q: 3 clusters Score -1362790 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 6943 members 
Entering Unmasked Estep 
Score: -1362796.875000 Penalty: 3046.573975
	Iteration 31Q: 3 clusters Score -1362797 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 6986 members 
Entering Unmasked Estep 
Score: -1362810.000000 Penalty: 3046.573975
	Iteration 32Q: 3 clusters Score -1362810 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 7020 members 
Entering Unmasked Estep 
Score: -1362821.375000 Penalty: 3046.573975
	Iteration 33Q: 3 clusters Score -1362821 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 7045 members 
Entering Unmasked Estep 
Score: -1362826.875000 Penalty: 3046.573975
	Iteration 34Q: 3 clusters Score -1362827 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 7071 members 
Entering Unmasked Estep 
Score: -1362834.875000 Penalty: 3046.573975
	Iteration 35Q: 3 clusters Score -1362835 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 7107 members 
Entering Unmasked Estep 
Score: -1362840.125000 Penalty: 3046.573975
	Iteration 36Q: 3 clusters Score -1362840 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 7139 members 
Entering Unmasked Estep 
Score: -1362853.125000 Penalty: 3046.573975
	Iteration 37Q: 3 clusters Score -1362853 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 7187 members 
Entering Unmasked Estep 
Score: -1362869.875000 Penalty: 3046.573975
	Iteration 38Q: 3 clusters Score -1362870 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 7231 members 
Entering Unmasked Estep 
Score: -1362882.125000 Penalty: 3046.573975
	Iteration 39Q: 3 clusters Score -1362882 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 7294 members 
Entering Unmasked Estep 
Score: -1362913.750000 Penalty: 3046.573975
	Iteration 40F: 3 clusters Score -1362914 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 7368 members 
Entering Unmasked Estep 
Score: -1362950.500000 Penalty: 3046.573975
	Iteration 41Q: 3 clusters Score -1362950 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 7450 members 
Entering Unmasked Estep 
Score: -1362999.625000 Penalty: 3046.573975
	Iteration 42Q: 3 clusters Score -1363000 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 7534 members 
Entering Unmasked Estep 
Score: -1363042.250000 Penalty: 3046.573975
	Iteration 43Q: 3 clusters Score -1363042 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 7623 members 
Entering Unmasked Estep 
Score: -1363082.500000 Penalty: 3046.573975
	Iteration 44Q: 3 clusters Score -1363082 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 7712 members 
Entering Unmasked Estep 
Score: -1363117.875000 Penalty: 3046.573975
	Iteration 45Q: 3 clusters Score -1363118 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 7789 members 
Entering Unmasked Estep 
Score: -1363144.875000 Penalty: 3046.573975
	Iteration 46Q: 3 clusters Score -1363145 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 7868 members 
Entering Unmasked Estep 
Score: -1363184.125000 Penalty: 3046.573975
	Iteration 47Q: 3 clusters Score -1363184 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 7947 members 
Entering Unmasked Estep 
Score: -1363210.750000 Penalty: 3046.573975
	Iteration 48Q: 3 clusters Score -1363211 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 8022 members 
Entering Unmasked Estep 
Score: -1363246.125000 Penalty: 3046.573975
	Iteration 49Q: 3 clusters Score -1363246 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 8089 members 
Entering Unmasked Estep 
Score: -1363279.125000 Penalty: 3046.573975
	Iteration 50Q: 3 clusters Score -1363279 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 8149 members 
Entering Unmasked Estep 
Score: -1363314.000000 Penalty: 3046.573975
	Iteration 51Q: 3 clusters Score -1363314 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 8224 members 
Entering Unmasked Estep 
Score: -1363353.750000 Penalty: 3046.573975
	Iteration 52Q: 3 clusters Score -1363354 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 8298 members 
Entering Unmasked Estep 
Score: -1363400.750000 Penalty: 3046.573975
	Iteration 53Q: 3 clusters Score -1363401 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 8366 members 
Entering Unmasked Estep 
Score: -1363426.000000 Penalty: 3046.573975
	Iteration 54Q: 3 clusters Score -1363426 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 8422 members 
Entering Unmasked Estep 
Score: -1363449.250000 Penalty: 3046.573975
	Iteration 55Q: 3 clusters Score -1363449 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 8477 members 
Entering Unmasked Estep 
Score: -1363492.250000 Penalty: 3046.573975
	Iteration 56Q: 3 clusters Score -1363492 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 8537 members 
Entering Unmasked Estep 
Score: -1363556.750000 Penalty: 3046.573975
	Iteration 57Q: 3 clusters Score -1363557 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 8608 members 
Entering Unmasked Estep 
Score: -1363603.500000 Penalty: 3046.573975
	Iteration 58Q: 3 clusters Score -1363604 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 8692 members 
Entering Unmasked Estep 
Score: -1363667.125000 Penalty: 3046.573975
	Iteration 59Q: 3 clusters Score -1363667 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 8768 members 
Entering Unmasked Estep 
Score: -1363727.625000 Penalty: 3046.573975
	Iteration 60F: 3 clusters Score -1363728 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 8847 members 
Entering Unmasked Estep 
Score: -1363798.375000 Penalty: 3046.573975
	Iteration 61Q: 3 clusters Score -1363798 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 8935 members 
Entering Unmasked Estep 
Score: -1363861.250000 Penalty: 3046.573975
	Iteration 62Q: 3 clusters Score -1363861 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 9006 members 
Entering Unmasked Estep 
Score: -1363912.750000 Penalty: 3046.573975
	Iteration 63Q: 3 clusters Score -1363913 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 9081 members 
Entering Unmasked Estep 
Score: -1363957.875000 Penalty: 3046.573975
	Iteration 64Q: 3 clusters Score -1363958 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 9157 members 
Entering Unmasked Estep 
Score: -1363992.875000 Penalty: 3046.573975
	Iteration 65Q: 3 clusters Score -1363993 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 9221 members 
Entering Unmasked Estep 
Score: -1364016.875000 Penalty: 3046.573975
	Iteration 66Q: 3 clusters Score -1364017 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 9277 members 
Entering Unmasked Estep 
Score: -1364041.250000 Penalty: 3046.573975
	Iteration 67Q: 3 clusters Score -1364041 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 9320 members 
Entering Unmasked Estep 
Score: -1364054.875000 Penalty: 3046.573975
	Iteration 68Q: 3 clusters Score -1364055 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 9363 members 
Entering Unmasked Estep 
Score: -1364072.875000 Penalty: 3046.573975
	Iteration 69Q: 3 clusters Score -1364073 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 9404 members 
Entering Unmasked Estep 
Score: -1364092.125000 Penalty: 3046.573975
	Iteration 70Q: 3 clusters Score -1364092 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 9436 members 
Entering Unmasked Estep 
Score: -1364101.625000 Penalty: 3046.573975
	Iteration 71Q: 3 clusters Score -1364102 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 9474 members 
Entering Unmasked Estep 
Score: -1364117.500000 Penalty: 3046.573975
	Iteration 72Q: 3 clusters Score -1364118 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 9505 members 
Entering Unmasked Estep 
Score: -1364126.250000 Penalty: 3046.573975
	Iteration 73Q: 3 clusters Score -1364126 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 9535 members 
Entering Unmasked Estep 
Score: -1364140.125000 Penalty: 3046.573975
	Iteration 74Q: 3 clusters Score -1364140 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 9569 members 
Entering Unmasked Estep 
Score: -1364155.500000 Penalty: 3046.573975
	Iteration 75Q: 3 clusters Score -1364156 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 9607 members 
Entering Unmasked Estep 
Score: -1364179.125000 Penalty: 3046.573975
	Iteration 76Q: 3 clusters Score -1364179 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 9649 members 
Entering Unmasked Estep 
Score: -1364199.500000 Penalty: 3046.573975
	Iteration 77Q: 3 clusters Score -1364200 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 9682 members 
Entering Unmasked Estep 
Score: -1364219.375000 Penalty: 3046.573975
	Iteration 78Q: 3 clusters Score -1364219 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 9709 members 
Entering Unmasked Estep 
Score: -1364232.250000 Penalty: 3046.573975
	Iteration 79Q: 3 clusters Score -1364232 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 9734 members 
Entering Unmasked Estep 
Score: -1364243.375000 Penalty: 3046.573975
	Iteration 80F: 3 clusters Score -1364243 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 9756 members 
Entering Unmasked Estep 
Score: -1364247.375000 Penalty: 3046.573975
	Iteration 81Q: 3 clusters Score -1364247 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 9773 members 
Entering Unmasked Estep 
Score: -1364255.625000 Penalty: 3046.573975
	Iteration 82Q: 3 clusters Score -1364256 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 9790 members 
Entering Unmasked Estep 
Score: -1364262.000000 Penalty: 3046.573975
	Iteration 83Q: 3 clusters Score -1364262 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 9803 members 
Entering Unmasked Estep 
Score: -1364263.250000 Penalty: 3046.573975
	Iteration 84Q: 3 clusters Score -1364263 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 9812 members 
Entering Unmasked Estep 
Score: -1364267.000000 Penalty: 3046.573975
	Iteration 85Q: 3 clusters Score -1364267 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 9820 members 
Entering Unmasked Estep 
Score: -1364267.250000 Penalty: 3046.573975
	Iteration 86Q: 3 clusters Score -1364267 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 9824 members 
Entering Unmasked Estep 
Score: -1364269.125000 Penalty: 3046.573975
	Iteration 87Q: 3 clusters Score -1364269 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 9825 members 
Entering Unmasked Estep 
Score: -1364268.875000 Penalty: 3046.573975
	Iteration 88Q: 3 clusters Score -1364269 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 9825 members 
Entering Unmasked Estep 
Score: -1364270.875000 Penalty: 3046.573975
	Iteration 89Q: 3 clusters Score -1364271 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 9829 members 
Entering Unmasked Estep 
Score: -1364270.500000 Penalty: 3046.573975
	Iteration 90Q: 3 clusters Score -1364270 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 9834 members 
Entering Unmasked Estep 
Score: -1364270.875000 Penalty: 3046.573975
	Iteration 91Q: 3 clusters Score -1364271 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 9834 members 
Entering Unmasked Estep 
Score: -1364270.875000 Penalty: 3046.573975
	Iteration 92F: 3 clusters Score -1364271 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 558 members 
Mstep: Class 3 contains 18235 members 
Mstep: Class 4 contains 3460 members 
Mstep: Class 5 contains 24508 members 
Mstep: Class 6 contains 93640 members 
Mstep: Class 7 contains 2788 members 
Mstep: Class 8 contains 157129 members 
Mstep: Class 9 contains 5499 members 
Mstep: Class 10 contains 4922 members 
Mstep: Class 11 contains 8950 members 
Mstep: Class 12 contains 3144 members 
Mstep: Class 13 contains 3016 members 
Mstep: Class 14 contains 5594 members 
Mstep: Class 15 contains 41862 members 
Mstep: Class 16 contains 16040 members 
Mstep: Class 17 contains 2767 members 
Mstep: Class 18 contains 13681 members 
Mstep: Class 19 contains 7603 members 
Mstep: Class 20 contains 3688 members 
Mstep: Class 21 contains 67051 members 
Mstep: Class 22 contains 4619 members 
Mstep: Class 23 contains 9424 members 
Mstep: Class 24 contains 17986 members 
Mstep: Class 25 contains 659 members 
Mstep: Class 26 contains 31002 members 
Mstep: Class 27 contains 1945 members 
Mstep: Class 28 contains 19244 members 
Mstep: Class 29 contains 50609 members 
Mstep: Class 30 contains 19436 members 
Mstep: Class 31 contains 23211 members 
Mstep: Class 32 contains 4980 members 
Mstep: Class 33 contains 6436 members 
Mstep: Class 34 contains 9571 members 
Mstep: Class 35 contains 57620 members 
Mstep: Class 36 contains 12041 members 
Mstep: Class 37 contains 1913 members 
Mstep: Class 38 contains 18799 members 
Mstep: Class 39 contains 33867 members 
Mstep: Class 40 contains 2564 members 
Mstep: Class 41 contains 9834 members 
Entering Unmasked Estep 
Score: -100253400.000000 Penalty: 90728.781250
Splitting cluster 27 changes total score from -100237488.000000 to -100253400.000000
So it's getting split into cluster 41.
Entering ConstructFrom: 
Trying to split cluster 28 (19244 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19244 members 
Entering Unmasked Estep 
Score: -2249607.750000 Penalty: 1603.055176
	Iteration 0F: 2 clusters Score -2249608 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9543 members 
Mstep: Class 2 contains 9701 members 
Entering Unmasked Estep 
Score: -2236571.750000 Penalty: 3206.110352
	Iteration 0F: 3 clusters Score -2236572 nChanged 8627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9130 members 
Mstep: Class 2 contains 10114 members 
Entering Unmasked Estep 
Score: -2241799.250000 Penalty: 3206.110352
	Iteration 1F: 3 clusters Score -2241799 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8878 members 
Mstep: Class 2 contains 10366 members 
Entering Unmasked Estep 
Score: -2242800.500000 Penalty: 3206.110352
	Iteration 2F: 3 clusters Score -2242800 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8681 members 
Mstep: Class 2 contains 10563 members 
Entering Unmasked Estep 
Score: -2243767.000000 Penalty: 3206.110352
	Iteration 3F: 3 clusters Score -2243767 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8492 members 
Mstep: Class 2 contains 10752 members 
Entering Unmasked Estep 
Score: -2244543.000000 Penalty: 3206.110352
	Iteration 4F: 3 clusters Score -2244543 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8328 members 
Mstep: Class 2 contains 10916 members 
Entering Unmasked Estep 
Score: -2245181.750000 Penalty: 3206.110352
	Iteration 5F: 3 clusters Score -2245182 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8176 members 
Mstep: Class 2 contains 11068 members 
Entering Unmasked Estep 
Score: -2245683.000000 Penalty: 3206.110352
	Iteration 6Q: 3 clusters Score -2245683 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8069 members 
Mstep: Class 2 contains 11175 members 
Entering Unmasked Estep 
Score: -2246063.000000 Penalty: 3206.110352
	Iteration 7Q: 3 clusters Score -2246063 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7979 members 
Mstep: Class 2 contains 11265 members 
Entering Unmasked Estep 
Score: -2246330.750000 Penalty: 3206.110352
	Iteration 8Q: 3 clusters Score -2246331 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7887 members 
Mstep: Class 2 contains 11357 members 
Entering Unmasked Estep 
Score: -2246514.250000 Penalty: 3206.110352
	Iteration 9Q: 3 clusters Score -2246514 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7778 members 
Mstep: Class 2 contains 11466 members 
Entering Unmasked Estep 
Score: -2246631.500000 Penalty: 3206.110352
	Iteration 10Q: 3 clusters Score -2246632 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7685 members 
Mstep: Class 2 contains 11559 members 
Entering Unmasked Estep 
Score: -2246755.500000 Penalty: 3206.110352
	Iteration 11Q: 3 clusters Score -2246756 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7588 members 
Mstep: Class 2 contains 11656 members 
Entering Unmasked Estep 
Score: -2246819.000000 Penalty: 3206.110352
	Iteration 12Q: 3 clusters Score -2246819 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7506 members 
Mstep: Class 2 contains 11738 members 
Entering Unmasked Estep 
Score: -2246863.500000 Penalty: 3206.110352
	Iteration 13Q: 3 clusters Score -2246864 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7414 members 
Mstep: Class 2 contains 11830 members 
Entering Unmasked Estep 
Score: -2246908.000000 Penalty: 3206.110352
	Iteration 14Q: 3 clusters Score -2246908 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7330 members 
Mstep: Class 2 contains 11914 members 
Entering Unmasked Estep 
Score: -2246932.500000 Penalty: 3206.110352
	Iteration 15Q: 3 clusters Score -2246932 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7268 members 
Mstep: Class 2 contains 11976 members 
Entering Unmasked Estep 
Score: -2246956.250000 Penalty: 3206.110352
	Iteration 16Q: 3 clusters Score -2246956 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7204 members 
Mstep: Class 2 contains 12040 members 
Entering Unmasked Estep 
Score: -2246975.750000 Penalty: 3206.110352
	Iteration 17Q: 3 clusters Score -2246976 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7137 members 
Mstep: Class 2 contains 12107 members 
Entering Unmasked Estep 
Score: -2247001.750000 Penalty: 3206.110352
	Iteration 18Q: 3 clusters Score -2247002 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7068 members 
Mstep: Class 2 contains 12176 members 
Entering Unmasked Estep 
Score: -2247027.500000 Penalty: 3206.110352
	Iteration 19Q: 3 clusters Score -2247028 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6983 members 
Mstep: Class 2 contains 12261 members 
Entering Unmasked Estep 
Score: -2247044.000000 Penalty: 3206.110352
	Iteration 20F: 3 clusters Score -2247044 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6903 members 
Mstep: Class 2 contains 12341 members 
Entering Unmasked Estep 
Score: -2247083.250000 Penalty: 3206.110352
	Iteration 21Q: 3 clusters Score -2247083 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6818 members 
Mstep: Class 2 contains 12426 members 
Entering Unmasked Estep 
Score: -2247113.250000 Penalty: 3206.110352
	Iteration 22Q: 3 clusters Score -2247113 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6715 members 
Mstep: Class 2 contains 12529 members 
Entering Unmasked Estep 
Score: -2247134.750000 Penalty: 3206.110352
	Iteration 23Q: 3 clusters Score -2247135 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6611 members 
Mstep: Class 2 contains 12633 members 
Entering Unmasked Estep 
Score: -2247176.750000 Penalty: 3206.110352
	Iteration 24Q: 3 clusters Score -2247177 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6519 members 
Mstep: Class 2 contains 12725 members 
Entering Unmasked Estep 
Score: -2247216.250000 Penalty: 3206.110352
	Iteration 25Q: 3 clusters Score -2247216 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6410 members 
Mstep: Class 2 contains 12834 members 
Entering Unmasked Estep 
Score: -2247247.250000 Penalty: 3206.110352
	Iteration 26Q: 3 clusters Score -2247247 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6294 members 
Mstep: Class 2 contains 12950 members 
Entering Unmasked Estep 
Score: -2247282.250000 Penalty: 3206.110352
	Iteration 27Q: 3 clusters Score -2247282 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6170 members 
Mstep: Class 2 contains 13074 members 
Entering Unmasked Estep 
Score: -2247308.750000 Penalty: 3206.110352
	Iteration 28Q: 3 clusters Score -2247309 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6024 members 
Mstep: Class 2 contains 13220 members 
Entering Unmasked Estep 
Score: -2247343.500000 Penalty: 3206.110352
	Iteration 29Q: 3 clusters Score -2247344 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5885 members 
Mstep: Class 2 contains 13359 members 
Entering Unmasked Estep 
Score: -2247376.500000 Penalty: 3206.110352
	Iteration 30Q: 3 clusters Score -2247376 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5776 members 
Mstep: Class 2 contains 13468 members 
Entering Unmasked Estep 
Score: -2247404.000000 Penalty: 3206.110352
	Iteration 31Q: 3 clusters Score -2247404 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5669 members 
Mstep: Class 2 contains 13575 members 
Entering Unmasked Estep 
Score: -2247419.000000 Penalty: 3206.110352
	Iteration 32Q: 3 clusters Score -2247419 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5565 members 
Mstep: Class 2 contains 13679 members 
Entering Unmasked Estep 
Score: -2247445.750000 Penalty: 3206.110352
	Iteration 33Q: 3 clusters Score -2247446 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 13806 members 
Entering Unmasked Estep 
Score: -2247470.000000 Penalty: 3206.110352
	Iteration 34Q: 3 clusters Score -2247470 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5296 members 
Mstep: Class 2 contains 13948 members 
Entering Unmasked Estep 
Score: -2247507.250000 Penalty: 3206.110352
	Iteration 35Q: 3 clusters Score -2247507 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5152 members 
Mstep: Class 2 contains 14092 members 
Entering Unmasked Estep 
Score: -2247545.000000 Penalty: 3206.110352
	Iteration 36Q: 3 clusters Score -2247545 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 14244 members 
Entering Unmasked Estep 
Score: -2247579.250000 Penalty: 3206.110352
	Iteration 37Q: 3 clusters Score -2247579 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 14415 members 
Entering Unmasked Estep 
Score: -2247635.000000 Penalty: 3206.110352
	Iteration 38Q: 3 clusters Score -2247635 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 14582 members 
Entering Unmasked Estep 
Score: -2247684.000000 Penalty: 3206.110352
	Iteration 39Q: 3 clusters Score -2247684 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 14753 members 
Entering Unmasked Estep 
Score: -2247735.000000 Penalty: 3206.110352
	Iteration 40F: 3 clusters Score -2247735 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 14933 members 
Entering Unmasked Estep 
Score: -2247790.750000 Penalty: 3206.110352
	Iteration 41Q: 3 clusters Score -2247791 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 15094 members 
Entering Unmasked Estep 
Score: -2247829.500000 Penalty: 3206.110352
	Iteration 42Q: 3 clusters Score -2247830 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 15257 members 
Entering Unmasked Estep 
Score: -2247871.000000 Penalty: 3206.110352
	Iteration 43Q: 3 clusters Score -2247871 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 15430 members 
Entering Unmasked Estep 
Score: -2247937.250000 Penalty: 3206.110352
	Iteration 44Q: 3 clusters Score -2247937 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 15606 members 
Entering Unmasked Estep 
Score: -2248004.750000 Penalty: 3206.110352
	Iteration 45Q: 3 clusters Score -2248005 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 15781 members 
Entering Unmasked Estep 
Score: -2248064.500000 Penalty: 3206.110352
	Iteration 46Q: 3 clusters Score -2248064 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 15965 members 
Entering Unmasked Estep 
Score: -2248127.500000 Penalty: 3206.110352
	Iteration 47Q: 3 clusters Score -2248128 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 16152 members 
Entering Unmasked Estep 
Score: -2248208.500000 Penalty: 3206.110352
	Iteration 48Q: 3 clusters Score -2248208 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 16320 members 
Entering Unmasked Estep 
Score: -2248275.000000 Penalty: 3206.110352
	Iteration 49Q: 3 clusters Score -2248275 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 16476 members 
Entering Unmasked Estep 
Score: -2248335.000000 Penalty: 3206.110352
	Iteration 50Q: 3 clusters Score -2248335 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 16629 members 
Entering Unmasked Estep 
Score: -2248394.750000 Penalty: 3206.110352
	Iteration 51Q: 3 clusters Score -2248395 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 16765 members 
Entering Unmasked Estep 
Score: -2248449.000000 Penalty: 3206.110352
	Iteration 52Q: 3 clusters Score -2248449 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 16896 members 
Entering Unmasked Estep 
Score: -2248508.750000 Penalty: 3206.110352
	Iteration 53Q: 3 clusters Score -2248509 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 17003 members 
Entering Unmasked Estep 
Score: -2248555.500000 Penalty: 3206.110352
	Iteration 54Q: 3 clusters Score -2248556 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 17111 members 
Entering Unmasked Estep 
Score: -2248600.750000 Penalty: 3206.110352
	Iteration 55Q: 3 clusters Score -2248601 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 17216 members 
Entering Unmasked Estep 
Score: -2248651.750000 Penalty: 3206.110352
	Iteration 56Q: 3 clusters Score -2248652 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 17323 members 
Entering Unmasked Estep 
Score: -2248709.000000 Penalty: 3206.110352
	Iteration 57Q: 3 clusters Score -2248709 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 17421 members 
Entering Unmasked Estep 
Score: -2248770.750000 Penalty: 3206.110352
	Iteration 58Q: 3 clusters Score -2248771 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 17518 members 
Entering Unmasked Estep 
Score: -2248829.500000 Penalty: 3206.110352
	Iteration 59Q: 3 clusters Score -2248830 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 17596 members 
Entering Unmasked Estep 
Score: -2248876.000000 Penalty: 3206.110352
	Iteration 60F: 3 clusters Score -2248876 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 17667 members 
Entering Unmasked Estep 
Score: -2248926.750000 Penalty: 3206.110352
	Iteration 61Q: 3 clusters Score -2248927 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 17723 members 
Entering Unmasked Estep 
Score: -2248983.000000 Penalty: 3206.110352
	Iteration 62Q: 3 clusters Score -2248983 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 17766 members 
Entering Unmasked Estep 
Score: -2249022.250000 Penalty: 3206.110352
	Iteration 63Q: 3 clusters Score -2249022 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 17806 members 
Entering Unmasked Estep 
Score: -2249055.000000 Penalty: 3206.110352
	Iteration 64Q: 3 clusters Score -2249055 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 17838 members 
Entering Unmasked Estep 
Score: -2249077.500000 Penalty: 3206.110352
	Iteration 65Q: 3 clusters Score -2249078 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 17864 members 
Entering Unmasked Estep 
Score: -2249093.000000 Penalty: 3206.110352
	Iteration 66Q: 3 clusters Score -2249093 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 17889 members 
Entering Unmasked Estep 
Score: -2249106.250000 Penalty: 3206.110352
	Iteration 67Q: 3 clusters Score -2249106 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 17909 members 
Entering Unmasked Estep 
Score: -2249114.250000 Penalty: 3206.110352
	Iteration 68Q: 3 clusters Score -2249114 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 17918 members 
Entering Unmasked Estep 
Score: -2249131.000000 Penalty: 3206.110352
	Iteration 69Q: 3 clusters Score -2249131 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 17928 members 
Entering Unmasked Estep 
Score: -2249137.250000 Penalty: 3206.110352
	Iteration 70Q: 3 clusters Score -2249137 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 17934 members 
Entering Unmasked Estep 
Score: -2249137.750000 Penalty: 3206.110352
	Iteration 71Q: 3 clusters Score -2249138 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 17934 members 
Entering Unmasked Estep 
Score: -2249142.000000 Penalty: 3206.110352
	Iteration 72Q: 3 clusters Score -2249142 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 17937 members 
Entering Unmasked Estep 
Score: -2249141.250000 Penalty: 3206.110352
	Iteration 73Q: 3 clusters Score -2249141 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 17942 members 
Entering Unmasked Estep 
Score: -2249143.750000 Penalty: 3206.110352
	Iteration 74Q: 3 clusters Score -2249144 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 17946 members 
Entering Unmasked Estep 
Score: -2249147.500000 Penalty: 3206.110352
	Iteration 75Q: 3 clusters Score -2249148 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 17949 members 
Entering Unmasked Estep 
Score: -2249147.500000 Penalty: 3206.110352
	Iteration 76Q: 3 clusters Score -2249148 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 17953 members 
Entering Unmasked Estep 
Score: -2249150.000000 Penalty: 3206.110352
	Iteration 77Q: 3 clusters Score -2249150 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 17958 members 
Entering Unmasked Estep 
Score: -2249151.750000 Penalty: 3206.110352
	Iteration 78Q: 3 clusters Score -2249152 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 17962 members 
Entering Unmasked Estep 
Score: -2249149.250000 Penalty: 3206.110352
	Iteration 79Q: 3 clusters Score -2249149 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 17963 members 
Entering Unmasked Estep 
Score: -2249148.250000 Penalty: 3206.110352
	Iteration 80F: 3 clusters Score -2249148 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 17963 members 
Entering Unmasked Estep 
Score: -2249151.000000 Penalty: 3206.110352
	Iteration 81Q: 3 clusters Score -2249151 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 17964 members 
Entering Unmasked Estep 
Score: -2249150.000000 Penalty: 3206.110352
	Iteration 82Q: 3 clusters Score -2249150 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 17963 members 
Entering Unmasked Estep 
Score: -2249149.000000 Penalty: 3206.110352
	Iteration 83Q: 3 clusters Score -2249149 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 17964 members 
Entering Unmasked Estep 
Score: -2249151.250000 Penalty: 3206.110352
	Iteration 84Q: 3 clusters Score -2249151 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 17964 members 
Entering Unmasked Estep 
Score: -2249151.250000 Penalty: 3206.110352
	Iteration 85F: 3 clusters Score -2249151 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (50609 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50609 members 
Entering Unmasked Estep 
Score: -6382876.500000 Penalty: 1760.181152
	Iteration 0F: 2 clusters Score -6382876 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25444 members 
Mstep: Class 2 contains 25165 members 
Entering Unmasked Estep 
Score: -6349053.500000 Penalty: 3520.362305
	Iteration 0F: 3 clusters Score -6349054 nChanged 23777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26621 members 
Mstep: Class 2 contains 23988 members 
Entering Unmasked Estep 
Score: -6362858.000000 Penalty: 3520.362305
	Iteration 1F: 3 clusters Score -6362858 nChanged 2130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27313 members 
Mstep: Class 2 contains 23296 members 
Entering Unmasked Estep 
Score: -6363519.500000 Penalty: 3520.362305
	Iteration 2Q: 3 clusters Score -6363520 nChanged 2140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28341 members 
Mstep: Class 2 contains 22268 members 
Entering Unmasked Estep 
Score: -6364335.500000 Penalty: 3520.362305
	Iteration 3Q: 3 clusters Score -6364336 nChanged 2357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29836 members 
Mstep: Class 2 contains 20773 members 
Entering Unmasked Estep 
Score: -6365502.000000 Penalty: 3520.362305
	Iteration 4Q: 3 clusters Score -6365502 nChanged 2692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31748 members 
Mstep: Class 2 contains 18861 members 
Entering Unmasked Estep 
Score: -6367113.000000 Penalty: 3520.362305
	Iteration 5F: 3 clusters Score -6367113 nChanged 2955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33967 members 
Mstep: Class 2 contains 16642 members 
Entering Unmasked Estep 
Score: -6369209.500000 Penalty: 3520.362305
	Iteration 6F: 3 clusters Score -6369210 nChanged 2944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36191 members 
Mstep: Class 2 contains 14418 members 
Entering Unmasked Estep 
Score: -6371459.000000 Penalty: 3520.362305
	Iteration 7F: 3 clusters Score -6371459 nChanged 2705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38070 members 
Mstep: Class 2 contains 12539 members 
Entering Unmasked Estep 
Score: -6373483.000000 Penalty: 3520.362305
	Iteration 8F: 3 clusters Score -6373483 nChanged 2165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39551 members 
Mstep: Class 2 contains 11058 members 
Entering Unmasked Estep 
Score: -6374867.500000 Penalty: 3520.362305
	Iteration 9Q: 3 clusters Score -6374868 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40690 members 
Mstep: Class 2 contains 9919 members 
Entering Unmasked Estep 
Score: -6375700.000000 Penalty: 3520.362305
	Iteration 10Q: 3 clusters Score -6375700 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41684 members 
Mstep: Class 2 contains 8925 members 
Entering Unmasked Estep 
Score: -6376274.000000 Penalty: 3520.362305
	Iteration 11Q: 3 clusters Score -6376274 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42648 members 
Mstep: Class 2 contains 7961 members 
Entering Unmasked Estep 
Score: -6376747.000000 Penalty: 3520.362305
	Iteration 12Q: 3 clusters Score -6376747 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43551 members 
Mstep: Class 2 contains 7058 members 
Entering Unmasked Estep 
Score: -6377172.000000 Penalty: 3520.362305
	Iteration 13Q: 3 clusters Score -6377172 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44422 members 
Mstep: Class 2 contains 6187 members 
Entering Unmasked Estep 
Score: -6377609.500000 Penalty: 3520.362305
	Iteration 14Q: 3 clusters Score -6377610 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45258 members 
Mstep: Class 2 contains 5351 members 
Entering Unmasked Estep 
Score: -6378090.500000 Penalty: 3520.362305
	Iteration 15Q: 3 clusters Score -6378090 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46029 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -6378513.000000 Penalty: 3520.362305
	Iteration 16Q: 3 clusters Score -6378513 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46808 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -6378986.000000 Penalty: 3520.362305
	Iteration 17Q: 3 clusters Score -6378986 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47500 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -6379443.000000 Penalty: 3520.362305
	Iteration 18Q: 3 clusters Score -6379443 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48102 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -6379827.000000 Penalty: 3520.362305
	Iteration 19Q: 3 clusters Score -6379827 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48627 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -6380194.000000 Penalty: 3520.362305
	Iteration 20F: 3 clusters Score -6380194 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49061 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -6380519.500000 Penalty: 3520.362305
	Iteration 21Q: 3 clusters Score -6380520 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49410 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -6380775.000000 Penalty: 3520.362305
	Iteration 22Q: 3 clusters Score -6380775 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49662 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -6380936.500000 Penalty: 3520.362305
	Iteration 23Q: 3 clusters Score -6380936 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49822 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -6381048.500000 Penalty: 3520.362305
	Iteration 24Q: 3 clusters Score -6381048 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49941 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -6381134.500000 Penalty: 3520.362305
	Iteration 25Q: 3 clusters Score -6381134 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50020 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -6381204.000000 Penalty: 3520.362305
	Iteration 26Q: 3 clusters Score -6381204 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50078 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -6381231.000000 Penalty: 3520.362305
	Iteration 27Q: 3 clusters Score -6381231 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50123 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -6381267.500000 Penalty: 3520.362305
	Iteration 28Q: 3 clusters Score -6381268 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50157 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -6381296.500000 Penalty: 3520.362305
	Iteration 29Q: 3 clusters Score -6381296 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50178 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -6381312.500000 Penalty: 3520.362305
	Iteration 30Q: 3 clusters Score -6381312 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50190 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -6381322.000000 Penalty: 3520.362305
	Iteration 31Q: 3 clusters Score -6381322 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50201 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -6381329.500000 Penalty: 3520.362305
	Iteration 32Q: 3 clusters Score -6381330 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50219 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -6381338.000000 Penalty: 3520.362305
	Iteration 33Q: 3 clusters Score -6381338 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50228 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -6381343.500000 Penalty: 3520.362305
	Iteration 34Q: 3 clusters Score -6381344 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50236 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -6381353.500000 Penalty: 3520.362305
	Iteration 35Q: 3 clusters Score -6381354 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50245 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -6381359.500000 Penalty: 3520.362305
	Iteration 36Q: 3 clusters Score -6381360 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50249 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -6381360.500000 Penalty: 3520.362305
	Iteration 37Q: 3 clusters Score -6381360 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50252 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -6381366.000000 Penalty: 3520.362305
	Iteration 38Q: 3 clusters Score -6381366 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50257 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -6381370.500000 Penalty: 3520.362305
	Iteration 39Q: 3 clusters Score -6381370 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50260 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -6381372.500000 Penalty: 3520.362305
	Iteration 40F: 3 clusters Score -6381372 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50266 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -6381379.500000 Penalty: 3520.362305
	Iteration 41Q: 3 clusters Score -6381380 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50272 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -6381380.500000 Penalty: 3520.362305
	Iteration 42Q: 3 clusters Score -6381380 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50275 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -6381381.500000 Penalty: 3520.362305
	Iteration 43Q: 3 clusters Score -6381382 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50276 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -6381384.500000 Penalty: 3520.362305
	Iteration 44Q: 3 clusters Score -6381384 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50277 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -6381382.500000 Penalty: 3520.362305
	Iteration 45Q: 3 clusters Score -6381382 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50278 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -6381382.000000 Penalty: 3520.362305
	Iteration 46Q: 3 clusters Score -6381382 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50280 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -6381386.500000 Penalty: 3520.362305
	Iteration 47Q: 3 clusters Score -6381386 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50281 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -6381384.500000 Penalty: 3520.362305
	Iteration 48Q: 3 clusters Score -6381384 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50284 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -6381388.500000 Penalty: 3520.362305
	Iteration 49Q: 3 clusters Score -6381388 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50284 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -6381389.000000 Penalty: 3520.362305
	Iteration 50Q: 3 clusters Score -6381389 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50286 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -6381391.000000 Penalty: 3520.362305
	Iteration 51Q: 3 clusters Score -6381391 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50287 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -6381399.000000 Penalty: 3520.362305
	Iteration 52Q: 3 clusters Score -6381399 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50289 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -6381397.500000 Penalty: 3520.362305
	Iteration 53Q: 3 clusters Score -6381398 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50289 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -6381397.500000 Penalty: 3520.362305
	Iteration 54F: 3 clusters Score -6381398 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (19436 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19436 members 
Entering Unmasked Estep 
Score: -2233312.250000 Penalty: 1604.668457
	Iteration 0F: 2 clusters Score -2233312 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9730 members 
Mstep: Class 2 contains 9706 members 
Entering Unmasked Estep 
Score: -2220027.250000 Penalty: 3209.336914
	Iteration 0F: 3 clusters Score -2220027 nChanged 8759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9881 members 
Mstep: Class 2 contains 9555 members 
Entering Unmasked Estep 
Score: -2225364.000000 Penalty: 3209.336914
	Iteration 1F: 3 clusters Score -2225364 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9892 members 
Mstep: Class 2 contains 9544 members 
Entering Unmasked Estep 
Score: -2226258.500000 Penalty: 3209.336914
	Iteration 2F: 3 clusters Score -2226258 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9933 members 
Mstep: Class 2 contains 9503 members 
Entering Unmasked Estep 
Score: -2227222.000000 Penalty: 3209.336914
	Iteration 3F: 3 clusters Score -2227222 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10016 members 
Mstep: Class 2 contains 9420 members 
Entering Unmasked Estep 
Score: -2228250.250000 Penalty: 3209.336914
	Iteration 4F: 3 clusters Score -2228250 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10236 members 
Mstep: Class 2 contains 9200 members 
Entering Unmasked Estep 
Score: -2229218.500000 Penalty: 3209.336914
	Iteration 5F: 3 clusters Score -2229218 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10545 members 
Mstep: Class 2 contains 8891 members 
Entering Unmasked Estep 
Score: -2229959.500000 Penalty: 3209.336914
	Iteration 6F: 3 clusters Score -2229960 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10879 members 
Mstep: Class 2 contains 8557 members 
Entering Unmasked Estep 
Score: -2230477.500000 Penalty: 3209.336914
	Iteration 7F: 3 clusters Score -2230478 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11239 members 
Mstep: Class 2 contains 8197 members 
Entering Unmasked Estep 
Score: -2230876.000000 Penalty: 3209.336914
	Iteration 8Q: 3 clusters Score -2230876 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11617 members 
Mstep: Class 2 contains 7819 members 
Entering Unmasked Estep 
Score: -2231243.750000 Penalty: 3209.336914
	Iteration 9Q: 3 clusters Score -2231244 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12064 members 
Mstep: Class 2 contains 7372 members 
Entering Unmasked Estep 
Score: -2231655.500000 Penalty: 3209.336914
	Iteration 10Q: 3 clusters Score -2231656 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12483 members 
Mstep: Class 2 contains 6953 members 
Entering Unmasked Estep 
Score: -2232064.250000 Penalty: 3209.336914
	Iteration 11Q: 3 clusters Score -2232064 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12847 members 
Mstep: Class 2 contains 6589 members 
Entering Unmasked Estep 
Score: -2232445.500000 Penalty: 3209.336914
	Iteration 12Q: 3 clusters Score -2232446 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13172 members 
Mstep: Class 2 contains 6264 members 
Entering Unmasked Estep 
Score: -2232780.250000 Penalty: 3209.336914
	Iteration 13Q: 3 clusters Score -2232780 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13437 members 
Mstep: Class 2 contains 5999 members 
Entering Unmasked Estep 
Score: -2233016.250000 Penalty: 3209.336914
	Iteration 14Q: 3 clusters Score -2233016 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13679 members 
Mstep: Class 2 contains 5757 members 
Entering Unmasked Estep 
Score: -2233232.250000 Penalty: 3209.336914
	Iteration 15Q: 3 clusters Score -2233232 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13913 members 
Mstep: Class 2 contains 5523 members 
Entering Unmasked Estep 
Score: -2233422.250000 Penalty: 3209.336914
	Iteration 16Q: 3 clusters Score -2233422 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14113 members 
Mstep: Class 2 contains 5323 members 
Entering Unmasked Estep 
Score: -2233562.000000 Penalty: 3209.336914
	Iteration 17Q: 3 clusters Score -2233562 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14259 members 
Mstep: Class 2 contains 5177 members 
Entering Unmasked Estep 
Score: -2233673.750000 Penalty: 3209.336914
	Iteration 18Q: 3 clusters Score -2233674 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14378 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -2233760.000000 Penalty: 3209.336914
	Iteration 19Q: 3 clusters Score -2233760 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14488 members 
Mstep: Class 2 contains 4948 members 
Entering Unmasked Estep 
Score: -2233820.500000 Penalty: 3209.336914
	Iteration 20F: 3 clusters Score -2233820 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14579 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -2233887.750000 Penalty: 3209.336914
	Iteration 21Q: 3 clusters Score -2233888 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14657 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -2233966.250000 Penalty: 3209.336914
	Iteration 22Q: 3 clusters Score -2233966 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14746 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -2234066.000000 Penalty: 3209.336914
	Iteration 23Q: 3 clusters Score -2234066 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14815 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -2234154.250000 Penalty: 3209.336914
	Iteration 24Q: 3 clusters Score -2234154 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14860 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -2234254.000000 Penalty: 3209.336914
	Iteration 25Q: 3 clusters Score -2234254 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14880 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -2234320.500000 Penalty: 3209.336914
	Iteration 26Q: 3 clusters Score -2234320 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14884 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -2234378.000000 Penalty: 3209.336914
	Iteration 27Q: 3 clusters Score -2234378 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14890 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -2234405.750000 Penalty: 3209.336914
	Iteration 28Q: 3 clusters Score -2234406 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14894 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -2234420.750000 Penalty: 3209.336914
	Iteration 29Q: 3 clusters Score -2234421 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14880 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -2234430.500000 Penalty: 3209.336914
	Iteration 30Q: 3 clusters Score -2234430 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14877 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -2234434.250000 Penalty: 3209.336914
	Iteration 31Q: 3 clusters Score -2234434 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14890 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -2234443.000000 Penalty: 3209.336914
	Iteration 32Q: 3 clusters Score -2234443 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14892 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -2234447.250000 Penalty: 3209.336914
	Iteration 33Q: 3 clusters Score -2234447 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14902 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -2234452.750000 Penalty: 3209.336914
	Iteration 34Q: 3 clusters Score -2234453 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14906 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -2234453.000000 Penalty: 3209.336914
	Iteration 35Q: 3 clusters Score -2234453 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14916 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -2234449.250000 Penalty: 3209.336914
	Iteration 36Q: 3 clusters Score -2234449 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14921 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -2234453.000000 Penalty: 3209.336914
	Iteration 37Q: 3 clusters Score -2234453 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14928 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -2234456.000000 Penalty: 3209.336914
	Iteration 38Q: 3 clusters Score -2234456 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14929 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -2234453.750000 Penalty: 3209.336914
	Iteration 39Q: 3 clusters Score -2234454 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14930 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -2234454.750000 Penalty: 3209.336914
	Iteration 40F: 3 clusters Score -2234455 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14934 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -2234458.250000 Penalty: 3209.336914
	Iteration 41Q: 3 clusters Score -2234458 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14938 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -2234456.250000 Penalty: 3209.336914
	Iteration 42Q: 3 clusters Score -2234456 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14941 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -2234457.250000 Penalty: 3209.336914
	Iteration 43Q: 3 clusters Score -2234457 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14947 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -2234456.250000 Penalty: 3209.336914
	Iteration 44Q: 3 clusters Score -2234456 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14947 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -2234459.250000 Penalty: 3209.336914
	Iteration 45Q: 3 clusters Score -2234459 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14946 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -2234460.750000 Penalty: 3209.336914
	Iteration 46Q: 3 clusters Score -2234461 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14948 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -2234464.000000 Penalty: 3209.336914
	Iteration 47Q: 3 clusters Score -2234464 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14944 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -2234461.250000 Penalty: 3209.336914
	Iteration 48Q: 3 clusters Score -2234461 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14941 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -2234461.250000 Penalty: 3209.336914
	Iteration 49Q: 3 clusters Score -2234461 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14940 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -2234463.500000 Penalty: 3209.336914
	Iteration 50Q: 3 clusters Score -2234464 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14938 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -2234464.250000 Penalty: 3209.336914
	Iteration 51Q: 3 clusters Score -2234464 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14937 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -2234465.000000 Penalty: 3209.336914
	Iteration 52Q: 3 clusters Score -2234465 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14935 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -2234461.750000 Penalty: 3209.336914
	Iteration 53Q: 3 clusters Score -2234462 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14936 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -2234461.000000 Penalty: 3209.336914
	Iteration 54Q: 3 clusters Score -2234461 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14935 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -2234460.750000 Penalty: 3209.336914
	Iteration 55Q: 3 clusters Score -2234461 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14934 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -2234463.250000 Penalty: 3209.336914
	Iteration 56Q: 3 clusters Score -2234463 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14934 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -2234463.250000 Penalty: 3209.336914
	Iteration 57F: 3 clusters Score -2234463 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 558 members 
Mstep: Class 3 contains 18235 members 
Mstep: Class 4 contains 3460 members 
Mstep: Class 5 contains 24508 members 
Mstep: Class 6 contains 93640 members 
Mstep: Class 7 contains 2788 members 
Mstep: Class 8 contains 157129 members 
Mstep: Class 9 contains 5499 members 
Mstep: Class 10 contains 4922 members 
Mstep: Class 11 contains 8950 members 
Mstep: Class 12 contains 3144 members 
Mstep: Class 13 contains 3016 members 
Mstep: Class 14 contains 5594 members 
Mstep: Class 15 contains 41862 members 
Mstep: Class 16 contains 16040 members 
Mstep: Class 17 contains 2767 members 
Mstep: Class 18 contains 13681 members 
Mstep: Class 19 contains 7603 members 
Mstep: Class 20 contains 3688 members 
Mstep: Class 21 contains 67051 members 
Mstep: Class 22 contains 4619 members 
Mstep: Class 23 contains 9424 members 
Mstep: Class 24 contains 17986 members 
Mstep: Class 25 contains 659 members 
Mstep: Class 26 contains 31002 members 
Mstep: Class 27 contains 1945 members 
Mstep: Class 28 contains 19244 members 
Mstep: Class 29 contains 50609 members 
Mstep: Class 30 contains 14934 members 
Mstep: Class 31 contains 23211 members 
Mstep: Class 32 contains 4980 members 
Mstep: Class 33 contains 6436 members 
Mstep: Class 34 contains 9571 members 
Mstep: Class 35 contains 57620 members 
Mstep: Class 36 contains 12041 members 
Mstep: Class 37 contains 1913 members 
Mstep: Class 38 contains 18799 members 
Mstep: Class 39 contains 33867 members 
Mstep: Class 40 contains 2564 members 
Mstep: Class 41 contains 9834 members 
Mstep: Class 42 contains 4502 members 
Entering Unmasked Estep 
Score: -100253848.000000 Penalty: 92941.679688
Splitting cluster 30 changes total score from -100237488.000000 to -100253848.000000
So it's getting split into cluster 42.
Entering ConstructFrom: 
Trying to split cluster 31 (23211 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23211 members 
Entering Unmasked Estep 
Score: -2935791.250000 Penalty: 1633.511963
	Iteration 0F: 2 clusters Score -2935791 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11590 members 
Mstep: Class 2 contains 11621 members 
Entering Unmasked Estep 
Score: -2920026.000000 Penalty: 3267.023926
	Iteration 0F: 3 clusters Score -2920026 nChanged 10654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11274 members 
Mstep: Class 2 contains 11937 members 
Entering Unmasked Estep 
Score: -2925816.750000 Penalty: 3267.023926
	Iteration 1F: 3 clusters Score -2925817 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11040 members 
Mstep: Class 2 contains 12171 members 
Entering Unmasked Estep 
Score: -2926232.500000 Penalty: 3267.023926
	Iteration 2Q: 3 clusters Score -2926232 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10659 members 
Mstep: Class 2 contains 12552 members 
Entering Unmasked Estep 
Score: -2926715.750000 Penalty: 3267.023926
	Iteration 3Q: 3 clusters Score -2926716 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10141 members 
Mstep: Class 2 contains 13070 members 
Entering Unmasked Estep 
Score: -2927387.500000 Penalty: 3267.023926
	Iteration 4F: 3 clusters Score -2927388 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9499 members 
Mstep: Class 2 contains 13712 members 
Entering Unmasked Estep 
Score: -2928320.750000 Penalty: 3267.023926
	Iteration 5F: 3 clusters Score -2928321 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8752 members 
Mstep: Class 2 contains 14459 members 
Entering Unmasked Estep 
Score: -2929371.500000 Penalty: 3267.023926
	Iteration 6F: 3 clusters Score -2929372 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7945 members 
Mstep: Class 2 contains 15266 members 
Entering Unmasked Estep 
Score: -2930441.000000 Penalty: 3267.023926
	Iteration 7F: 3 clusters Score -2930441 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7187 members 
Mstep: Class 2 contains 16024 members 
Entering Unmasked Estep 
Score: -2931411.750000 Penalty: 3267.023926
	Iteration 8F: 3 clusters Score -2931412 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6581 members 
Mstep: Class 2 contains 16630 members 
Entering Unmasked Estep 
Score: -2932213.750000 Penalty: 3267.023926
	Iteration 9Q: 3 clusters Score -2932214 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6162 members 
Mstep: Class 2 contains 17049 members 
Entering Unmasked Estep 
Score: -2932821.000000 Penalty: 3267.023926
	Iteration 10Q: 3 clusters Score -2932821 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5855 members 
Mstep: Class 2 contains 17356 members 
Entering Unmasked Estep 
Score: -2933271.000000 Penalty: 3267.023926
	Iteration 11Q: 3 clusters Score -2933271 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5666 members 
Mstep: Class 2 contains 17545 members 
Entering Unmasked Estep 
Score: -2933570.750000 Penalty: 3267.023926
	Iteration 12Q: 3 clusters Score -2933571 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5505 members 
Mstep: Class 2 contains 17706 members 
Entering Unmasked Estep 
Score: -2933823.500000 Penalty: 3267.023926
	Iteration 13Q: 3 clusters Score -2933824 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5377 members 
Mstep: Class 2 contains 17834 members 
Entering Unmasked Estep 
Score: -2934013.250000 Penalty: 3267.023926
	Iteration 14Q: 3 clusters Score -2934013 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 17903 members 
Entering Unmasked Estep 
Score: -2934151.750000 Penalty: 3267.023926
	Iteration 15Q: 3 clusters Score -2934152 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5273 members 
Mstep: Class 2 contains 17938 members 
Entering Unmasked Estep 
Score: -2934238.500000 Penalty: 3267.023926
	Iteration 16Q: 3 clusters Score -2934238 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 17939 members 
Entering Unmasked Estep 
Score: -2934318.750000 Penalty: 3267.023926
	Iteration 17Q: 3 clusters Score -2934319 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 17916 members 
Entering Unmasked Estep 
Score: -2934366.250000 Penalty: 3267.023926
	Iteration 18Q: 3 clusters Score -2934366 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5369 members 
Mstep: Class 2 contains 17842 members 
Entering Unmasked Estep 
Score: -2934428.750000 Penalty: 3267.023926
	Iteration 19Q: 3 clusters Score -2934429 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5475 members 
Mstep: Class 2 contains 17736 members 
Entering Unmasked Estep 
Score: -2934480.750000 Penalty: 3267.023926
	Iteration 20F: 3 clusters Score -2934481 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5611 members 
Mstep: Class 2 contains 17600 members 
Entering Unmasked Estep 
Score: -2934524.750000 Penalty: 3267.023926
	Iteration 21Q: 3 clusters Score -2934525 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5763 members 
Mstep: Class 2 contains 17448 members 
Entering Unmasked Estep 
Score: -2934577.250000 Penalty: 3267.023926
	Iteration 22Q: 3 clusters Score -2934577 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5954 members 
Mstep: Class 2 contains 17257 members 
Entering Unmasked Estep 
Score: -2934671.750000 Penalty: 3267.023926
	Iteration 23Q: 3 clusters Score -2934672 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6161 members 
Mstep: Class 2 contains 17050 members 
Entering Unmasked Estep 
Score: -2934753.250000 Penalty: 3267.023926
	Iteration 24Q: 3 clusters Score -2934753 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6396 members 
Mstep: Class 2 contains 16815 members 
Entering Unmasked Estep 
Score: -2934838.500000 Penalty: 3267.023926
	Iteration 25Q: 3 clusters Score -2934838 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6625 members 
Mstep: Class 2 contains 16586 members 
Entering Unmasked Estep 
Score: -2934925.250000 Penalty: 3267.023926
	Iteration 26Q: 3 clusters Score -2934925 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6859 members 
Mstep: Class 2 contains 16352 members 
Entering Unmasked Estep 
Score: -2934996.500000 Penalty: 3267.023926
	Iteration 27Q: 3 clusters Score -2934996 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7068 members 
Mstep: Class 2 contains 16143 members 
Entering Unmasked Estep 
Score: -2935055.000000 Penalty: 3267.023926
	Iteration 28Q: 3 clusters Score -2935055 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7283 members 
Mstep: Class 2 contains 15928 members 
Entering Unmasked Estep 
Score: -2935121.500000 Penalty: 3267.023926
	Iteration 29Q: 3 clusters Score -2935122 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7491 members 
Mstep: Class 2 contains 15720 members 
Entering Unmasked Estep 
Score: -2935179.000000 Penalty: 3267.023926
	Iteration 30Q: 3 clusters Score -2935179 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7694 members 
Mstep: Class 2 contains 15517 members 
Entering Unmasked Estep 
Score: -2935250.500000 Penalty: 3267.023926
	Iteration 31Q: 3 clusters Score -2935250 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7906 members 
Mstep: Class 2 contains 15305 members 
Entering Unmasked Estep 
Score: -2935298.500000 Penalty: 3267.023926
	Iteration 32Q: 3 clusters Score -2935298 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8096 members 
Mstep: Class 2 contains 15115 members 
Entering Unmasked Estep 
Score: -2935350.500000 Penalty: 3267.023926
	Iteration 33Q: 3 clusters Score -2935350 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8247 members 
Mstep: Class 2 contains 14964 members 
Entering Unmasked Estep 
Score: -2935376.250000 Penalty: 3267.023926
	Iteration 34Q: 3 clusters Score -2935376 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8368 members 
Mstep: Class 2 contains 14843 members 
Entering Unmasked Estep 
Score: -2935405.500000 Penalty: 3267.023926
	Iteration 35Q: 3 clusters Score -2935406 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8460 members 
Mstep: Class 2 contains 14751 members 
Entering Unmasked Estep 
Score: -2935408.000000 Penalty: 3267.023926
	Iteration 36Q: 3 clusters Score -2935408 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8534 members 
Mstep: Class 2 contains 14677 members 
Entering Unmasked Estep 
Score: -2935425.750000 Penalty: 3267.023926
	Iteration 37Q: 3 clusters Score -2935426 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8593 members 
Mstep: Class 2 contains 14618 members 
Entering Unmasked Estep 
Score: -2935429.750000 Penalty: 3267.023926
	Iteration 38Q: 3 clusters Score -2935430 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8660 members 
Mstep: Class 2 contains 14551 members 
Entering Unmasked Estep 
Score: -2935432.750000 Penalty: 3267.023926
	Iteration 39Q: 3 clusters Score -2935433 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8722 members 
Mstep: Class 2 contains 14489 members 
Entering Unmasked Estep 
Score: -2935441.750000 Penalty: 3267.023926
	Iteration 40F: 3 clusters Score -2935442 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8779 members 
Mstep: Class 2 contains 14432 members 
Entering Unmasked Estep 
Score: -2935451.250000 Penalty: 3267.023926
	Iteration 41Q: 3 clusters Score -2935451 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8818 members 
Mstep: Class 2 contains 14393 members 
Entering Unmasked Estep 
Score: -2935455.500000 Penalty: 3267.023926
	Iteration 42Q: 3 clusters Score -2935456 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8852 members 
Mstep: Class 2 contains 14359 members 
Entering Unmasked Estep 
Score: -2935456.000000 Penalty: 3267.023926
	Iteration 43Q: 3 clusters Score -2935456 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8889 members 
Mstep: Class 2 contains 14322 members 
Entering Unmasked Estep 
Score: -2935460.500000 Penalty: 3267.023926
	Iteration 44Q: 3 clusters Score -2935460 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8919 members 
Mstep: Class 2 contains 14292 members 
Entering Unmasked Estep 
Score: -2935464.250000 Penalty: 3267.023926
	Iteration 45Q: 3 clusters Score -2935464 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8941 members 
Mstep: Class 2 contains 14270 members 
Entering Unmasked Estep 
Score: -2935472.500000 Penalty: 3267.023926
	Iteration 46Q: 3 clusters Score -2935472 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8964 members 
Mstep: Class 2 contains 14247 members 
Entering Unmasked Estep 
Score: -2935472.500000 Penalty: 3267.023926
	Iteration 47Q: 3 clusters Score -2935472 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8988 members 
Mstep: Class 2 contains 14223 members 
Entering Unmasked Estep 
Score: -2935476.000000 Penalty: 3267.023926
	Iteration 48Q: 3 clusters Score -2935476 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9014 members 
Mstep: Class 2 contains 14197 members 
Entering Unmasked Estep 
Score: -2935483.750000 Penalty: 3267.023926
	Iteration 49Q: 3 clusters Score -2935484 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9030 members 
Mstep: Class 2 contains 14181 members 
Entering Unmasked Estep 
Score: -2935484.500000 Penalty: 3267.023926
	Iteration 50Q: 3 clusters Score -2935484 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9045 members 
Mstep: Class 2 contains 14166 members 
Entering Unmasked Estep 
Score: -2935480.750000 Penalty: 3267.023926
	Iteration 51Q: 3 clusters Score -2935481 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9057 members 
Mstep: Class 2 contains 14154 members 
Entering Unmasked Estep 
Score: -2935485.000000 Penalty: 3267.023926
	Iteration 52Q: 3 clusters Score -2935485 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9069 members 
Mstep: Class 2 contains 14142 members 
Entering Unmasked Estep 
Score: -2935487.750000 Penalty: 3267.023926
	Iteration 53Q: 3 clusters Score -2935488 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9078 members 
Mstep: Class 2 contains 14133 members 
Entering Unmasked Estep 
Score: -2935487.500000 Penalty: 3267.023926
	Iteration 54Q: 3 clusters Score -2935488 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9083 members 
Mstep: Class 2 contains 14128 members 
Entering Unmasked Estep 
Score: -2935484.500000 Penalty: 3267.023926
	Iteration 55Q: 3 clusters Score -2935484 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9086 members 
Mstep: Class 2 contains 14125 members 
Entering Unmasked Estep 
Score: -2935486.500000 Penalty: 3267.023926
	Iteration 56Q: 3 clusters Score -2935486 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9086 members 
Mstep: Class 2 contains 14125 members 
Entering Unmasked Estep 
Score: -2935486.500000 Penalty: 3267.023926
	Iteration 57F: 3 clusters Score -2935486 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (4980 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Entering Unmasked Estep 
Score: -611216.000000 Penalty: 1383.392700
	Iteration 0F: 2 clusters Score -611216 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -607293.000000 Penalty: 2766.785400
	Iteration 0F: 3 clusters Score -607293 nChanged 1962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -608511.562500 Penalty: 2766.785400
	Iteration 1F: 3 clusters Score -608511.6 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -608910.062500 Penalty: 2766.785400
	Iteration 2F: 3 clusters Score -608910.1 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -609282.500000 Penalty: 2766.785400
	Iteration 3F: 3 clusters Score -609282.5 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -609626.562500 Penalty: 2766.785400
	Iteration 4F: 3 clusters Score -609626.6 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -609889.250000 Penalty: 2766.785400
	Iteration 5F: 3 clusters Score -609889.2 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -610111.187500 Penalty: 2766.785400
	Iteration 6F: 3 clusters Score -610111.2 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -610255.375000 Penalty: 2766.785400
	Iteration 7Q: 3 clusters Score -610255.4 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -610341.375000 Penalty: 2766.785400
	Iteration 8Q: 3 clusters Score -610341.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -610407.812500 Penalty: 2766.785400
	Iteration 9Q: 3 clusters Score -610407.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -610455.125000 Penalty: 2766.785400
	Iteration 10Q: 3 clusters Score -610455.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -610527.437500 Penalty: 2766.785400
	Iteration 11Q: 3 clusters Score -610527.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -610575.375000 Penalty: 2766.785400
	Iteration 12Q: 3 clusters Score -610575.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -610614.875000 Penalty: 2766.785400
	Iteration 13Q: 3 clusters Score -610614.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -610647.375000 Penalty: 2766.785400
	Iteration 14Q: 3 clusters Score -610647.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -610676.187500 Penalty: 2766.785400
	Iteration 15Q: 3 clusters Score -610676.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -610698.562500 Penalty: 2766.785400
	Iteration 16Q: 3 clusters Score -610698.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -610712.437500 Penalty: 2766.785400
	Iteration 17Q: 3 clusters Score -610712.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -610723.750000 Penalty: 2766.785400
	Iteration 18Q: 3 clusters Score -610723.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -610733.937500 Penalty: 2766.785400
	Iteration 19Q: 3 clusters Score -610733.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -610740.437500 Penalty: 2766.785400
	Iteration 20F: 3 clusters Score -610740.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -610743.062500 Penalty: 2766.785400
	Iteration 21Q: 3 clusters Score -610743.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -610744.250000 Penalty: 2766.785400
	Iteration 22Q: 3 clusters Score -610744.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -610748.250000 Penalty: 2766.785400
	Iteration 23Q: 3 clusters Score -610748.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -610747.625000 Penalty: 2766.785400
	Iteration 24Q: 3 clusters Score -610747.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -610749.937500 Penalty: 2766.785400
	Iteration 25Q: 3 clusters Score -610749.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -610751.562500 Penalty: 2766.785400
	Iteration 26Q: 3 clusters Score -610751.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -610751.000000 Penalty: 2766.785400
	Iteration 27Q: 3 clusters Score -610751 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -610751.250000 Penalty: 2766.785400
	Iteration 28Q: 3 clusters Score -610751.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -610751.250000 Penalty: 2766.785400
	Iteration 29F: 3 clusters Score -610751.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (6436 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6436 members 
Entering Unmasked Estep 
Score: -801272.375000 Penalty: 1425.070190
	Iteration 0F: 2 clusters Score -801272.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -796441.062500 Penalty: 2850.140381
	Iteration 0F: 3 clusters Score -796441.1 nChanged 2695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -797910.437500 Penalty: 2850.140381
	Iteration 1F: 3 clusters Score -797910.4 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -798148.312500 Penalty: 2850.140381
	Iteration 2F: 3 clusters Score -798148.3 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -798341.125000 Penalty: 2850.140381
	Iteration 3F: 3 clusters Score -798341.1 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -798531.437500 Penalty: 2850.140381
	Iteration 4F: 3 clusters Score -798531.4 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -798800.750000 Penalty: 2850.140381
	Iteration 5F: 3 clusters Score -798800.8 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -799148.375000 Penalty: 2850.140381
	Iteration 6F: 3 clusters Score -799148.4 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -799489.250000 Penalty: 2850.140381
	Iteration 7F: 3 clusters Score -799489.2 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -799816.312500 Penalty: 2850.140381
	Iteration 8F: 3 clusters Score -799816.3 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -800129.437500 Penalty: 2850.140381
	Iteration 9F: 3 clusters Score -800129.4 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -800399.875000 Penalty: 2850.140381
	Iteration 10Q: 3 clusters Score -800399.9 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -800626.937500 Penalty: 2850.140381
	Iteration 11Q: 3 clusters Score -800626.9 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -800780.437500 Penalty: 2850.140381
	Iteration 12Q: 3 clusters Score -800780.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -800865.000000 Penalty: 2850.140381
	Iteration 13Q: 3 clusters Score -800865 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -800910.187500 Penalty: 2850.140381
	Iteration 14Q: 3 clusters Score -800910.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -800935.875000 Penalty: 2850.140381
	Iteration 15Q: 3 clusters Score -800935.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 4860 members 
Entering Unmasked Estep 
Score: -800947.375000 Penalty: 2850.140381
	Iteration 16Q: 3 clusters Score -800947.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -800949.812500 Penalty: 2850.140381
	Iteration 17Q: 3 clusters Score -800949.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -800950.875000 Penalty: 2850.140381
	Iteration 18Q: 3 clusters Score -800950.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -800954.937500 Penalty: 2850.140381
	Iteration 19Q: 3 clusters Score -800954.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -800955.687500 Penalty: 2850.140381
	Iteration 20F: 3 clusters Score -800955.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -800958.187500 Penalty: 2850.140381
	Iteration 21Q: 3 clusters Score -800958.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -800961.562500 Penalty: 2850.140381
	Iteration 22Q: 3 clusters Score -800961.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -800962.125000 Penalty: 2850.140381
	Iteration 23Q: 3 clusters Score -800962.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -800962.125000 Penalty: 2850.140381
	Iteration 24F: 3 clusters Score -800962.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (9571 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9571 members 
Entering Unmasked Estep 
Score: -1221233.375000 Penalty: 1489.555176
	Iteration 0F: 2 clusters Score -1221233 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -1214342.500000 Penalty: 2979.110352
	Iteration 0F: 3 clusters Score -1214342 nChanged 4135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -1216570.625000 Penalty: 2979.110352
	Iteration 1F: 3 clusters Score -1216571 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -1216839.000000 Penalty: 2979.110352
	Iteration 2F: 3 clusters Score -1216839 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5253 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -1217091.125000 Penalty: 2979.110352
	Iteration 3F: 3 clusters Score -1217091 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -1217334.625000 Penalty: 2979.110352
	Iteration 4Q: 3 clusters Score -1217335 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -1217630.375000 Penalty: 2979.110352
	Iteration 5F: 3 clusters Score -1217630 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5952 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -1217972.750000 Penalty: 2979.110352
	Iteration 6F: 3 clusters Score -1217973 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6240 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -1218295.500000 Penalty: 2979.110352
	Iteration 7F: 3 clusters Score -1218296 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6518 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -1218589.000000 Penalty: 2979.110352
	Iteration 8Q: 3 clusters Score -1218589 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6776 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -1218822.250000 Penalty: 2979.110352
	Iteration 9Q: 3 clusters Score -1218822 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6974 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -1218973.625000 Penalty: 2979.110352
	Iteration 10Q: 3 clusters Score -1218974 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7136 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -1219086.125000 Penalty: 2979.110352
	Iteration 11Q: 3 clusters Score -1219086 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7272 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -1219163.375000 Penalty: 2979.110352
	Iteration 12Q: 3 clusters Score -1219163 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7385 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -1219221.500000 Penalty: 2979.110352
	Iteration 13Q: 3 clusters Score -1219222 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7494 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -1219277.500000 Penalty: 2979.110352
	Iteration 14Q: 3 clusters Score -1219278 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7599 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -1219328.375000 Penalty: 2979.110352
	Iteration 15Q: 3 clusters Score -1219328 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7692 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -1219374.125000 Penalty: 2979.110352
	Iteration 16Q: 3 clusters Score -1219374 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7784 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -1219420.375000 Penalty: 2979.110352
	Iteration 17Q: 3 clusters Score -1219420 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7863 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -1219447.375000 Penalty: 2979.110352
	Iteration 18Q: 3 clusters Score -1219447 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7944 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -1219481.125000 Penalty: 2979.110352
	Iteration 19Q: 3 clusters Score -1219481 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8026 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -1219513.875000 Penalty: 2979.110352
	Iteration 20F: 3 clusters Score -1219514 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8108 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -1219548.375000 Penalty: 2979.110352
	Iteration 21Q: 3 clusters Score -1219548 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8189 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -1219585.125000 Penalty: 2979.110352
	Iteration 22Q: 3 clusters Score -1219585 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8272 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -1219620.875000 Penalty: 2979.110352
	Iteration 23Q: 3 clusters Score -1219621 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8348 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -1219656.875000 Penalty: 2979.110352
	Iteration 24Q: 3 clusters Score -1219657 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8430 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -1219693.000000 Penalty: 2979.110352
	Iteration 25Q: 3 clusters Score -1219693 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8493 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -1219719.750000 Penalty: 2979.110352
	Iteration 26Q: 3 clusters Score -1219720 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8545 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -1219741.500000 Penalty: 2979.110352
	Iteration 27Q: 3 clusters Score -1219742 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8594 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -1219758.625000 Penalty: 2979.110352
	Iteration 28Q: 3 clusters Score -1219759 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8621 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -1219764.750000 Penalty: 2979.110352
	Iteration 29Q: 3 clusters Score -1219765 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8643 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -1219772.500000 Penalty: 2979.110352
	Iteration 30Q: 3 clusters Score -1219772 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8669 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -1219782.750000 Penalty: 2979.110352
	Iteration 31Q: 3 clusters Score -1219783 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8697 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -1219793.875000 Penalty: 2979.110352
	Iteration 32Q: 3 clusters Score -1219794 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8723 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -1219805.375000 Penalty: 2979.110352
	Iteration 33Q: 3 clusters Score -1219805 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8752 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -1219815.125000 Penalty: 2979.110352
	Iteration 34Q: 3 clusters Score -1219815 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8778 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -1219833.500000 Penalty: 2979.110352
	Iteration 35Q: 3 clusters Score -1219834 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8809 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -1219847.000000 Penalty: 2979.110352
	Iteration 36Q: 3 clusters Score -1219847 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8837 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -1219855.375000 Penalty: 2979.110352
	Iteration 37Q: 3 clusters Score -1219855 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8861 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -1219870.625000 Penalty: 2979.110352
	Iteration 38Q: 3 clusters Score -1219871 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8894 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -1219889.500000 Penalty: 2979.110352
	Iteration 39Q: 3 clusters Score -1219890 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8920 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -1219898.250000 Penalty: 2979.110352
	Iteration 40F: 3 clusters Score -1219898 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8938 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -1219904.750000 Penalty: 2979.110352
	Iteration 41Q: 3 clusters Score -1219905 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8950 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -1219910.125000 Penalty: 2979.110352
	Iteration 42Q: 3 clusters Score -1219910 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8966 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -1219917.500000 Penalty: 2979.110352
	Iteration 43Q: 3 clusters Score -1219918 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8982 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -1219926.625000 Penalty: 2979.110352
	Iteration 44Q: 3 clusters Score -1219927 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9002 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -1219936.750000 Penalty: 2979.110352
	Iteration 45Q: 3 clusters Score -1219937 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9024 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -1219945.875000 Penalty: 2979.110352
	Iteration 46Q: 3 clusters Score -1219946 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9036 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -1219951.875000 Penalty: 2979.110352
	Iteration 47Q: 3 clusters Score -1219952 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9053 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -1219961.750000 Penalty: 2979.110352
	Iteration 48Q: 3 clusters Score -1219962 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9068 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -1219973.875000 Penalty: 2979.110352
	Iteration 49Q: 3 clusters Score -1219974 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9076 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -1219978.125000 Penalty: 2979.110352
	Iteration 50Q: 3 clusters Score -1219978 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9086 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -1219982.500000 Penalty: 2979.110352
	Iteration 51Q: 3 clusters Score -1219982 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9094 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -1219985.750000 Penalty: 2979.110352
	Iteration 52Q: 3 clusters Score -1219986 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9102 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -1219992.000000 Penalty: 2979.110352
	Iteration 53Q: 3 clusters Score -1219992 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9107 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -1219991.125000 Penalty: 2979.110352
	Iteration 54Q: 3 clusters Score -1219991 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9109 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -1219991.500000 Penalty: 2979.110352
	Iteration 55Q: 3 clusters Score -1219992 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9111 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -1219991.625000 Penalty: 2979.110352
	Iteration 56Q: 3 clusters Score -1219992 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9113 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -1219993.000000 Penalty: 2979.110352
	Iteration 57Q: 3 clusters Score -1219993 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9116 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -1219995.125000 Penalty: 2979.110352
	Iteration 58Q: 3 clusters Score -1219995 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9120 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -1219996.250000 Penalty: 2979.110352
	Iteration 59Q: 3 clusters Score -1219996 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9123 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -1219999.250000 Penalty: 2979.110352
	Iteration 60F: 3 clusters Score -1219999 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9124 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -1220000.875000 Penalty: 2979.110352
	Iteration 61Q: 3 clusters Score -1220001 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9125 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -1220000.875000 Penalty: 2979.110352
	Iteration 62Q: 3 clusters Score -1220001 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9126 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -1220001.375000 Penalty: 2979.110352
	Iteration 63Q: 3 clusters Score -1220001 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9128 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -1220002.375000 Penalty: 2979.110352
	Iteration 64Q: 3 clusters Score -1220002 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9129 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -1220003.625000 Penalty: 2979.110352
	Iteration 65Q: 3 clusters Score -1220004 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9129 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -1220003.625000 Penalty: 2979.110352
	Iteration 66F: 3 clusters Score -1220004 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (57620 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57620 members 
Entering Unmasked Estep 
Score: -7271991.000000 Penalty: 1781.264038
	Iteration 0F: 2 clusters Score -7271991 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28816 members 
Mstep: Class 2 contains 28804 members 
Entering Unmasked Estep 
Score: -7233394.000000 Penalty: 3562.528076
	Iteration 0F: 3 clusters Score -7233394 nChanged 27194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29328 members 
Mstep: Class 2 contains 28292 members 
Entering Unmasked Estep 
Score: -7249194.000000 Penalty: 3562.528076
	Iteration 1F: 3 clusters Score -7249194 nChanged 2599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29561 members 
Mstep: Class 2 contains 28059 members 
Entering Unmasked Estep 
Score: -7250305.000000 Penalty: 3562.528076
	Iteration 2Q: 3 clusters Score -7250305 nChanged 3073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29868 members 
Mstep: Class 2 contains 27752 members 
Entering Unmasked Estep 
Score: -7252167.500000 Penalty: 3562.528076
	Iteration 3F: 3 clusters Score -7252168 nChanged 3866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30300 members 
Mstep: Class 2 contains 27320 members 
Entering Unmasked Estep 
Score: -7255604.500000 Penalty: 3562.528076
	Iteration 4F: 3 clusters Score -7255604 nChanged 4810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30670 members 
Mstep: Class 2 contains 26950 members 
Entering Unmasked Estep 
Score: -7260983.000000 Penalty: 3562.528076
	Iteration 5F: 3 clusters Score -7260983 nChanged 5217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30953 members 
Mstep: Class 2 contains 26667 members 
Entering Unmasked Estep 
Score: -7266844.500000 Penalty: 3562.528076
	Iteration 6F: 3 clusters Score -7266844 nChanged 4448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30927 members 
Mstep: Class 2 contains 26693 members 
Entering Unmasked Estep 
Score: -7271031.500000 Penalty: 3562.528076
	Iteration 7F: 3 clusters Score -7271032 nChanged 3021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30834 members 
Mstep: Class 2 contains 26786 members 
Entering Unmasked Estep 
Score: -7273273.500000 Penalty: 3562.528076
	Iteration 8F: 3 clusters Score -7273274 nChanged 1989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30853 members 
Mstep: Class 2 contains 26767 members 
Entering Unmasked Estep 
Score: -7274444.500000 Penalty: 3562.528076
	Iteration 9Q: 3 clusters Score -7274444 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31006 members 
Mstep: Class 2 contains 26614 members 
Entering Unmasked Estep 
Score: -7275088.000000 Penalty: 3562.528076
	Iteration 10Q: 3 clusters Score -7275088 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31178 members 
Mstep: Class 2 contains 26442 members 
Entering Unmasked Estep 
Score: -7275424.500000 Penalty: 3562.528076
	Iteration 11Q: 3 clusters Score -7275424 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31333 members 
Mstep: Class 2 contains 26287 members 
Entering Unmasked Estep 
Score: -7275670.000000 Penalty: 3562.528076
	Iteration 12Q: 3 clusters Score -7275670 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31477 members 
Mstep: Class 2 contains 26143 members 
Entering Unmasked Estep 
Score: -7275744.000000 Penalty: 3562.528076
	Iteration 13Q: 3 clusters Score -7275744 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31621 members 
Mstep: Class 2 contains 25999 members 
Entering Unmasked Estep 
Score: -7275787.500000 Penalty: 3562.528076
	Iteration 14Q: 3 clusters Score -7275788 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31733 members 
Mstep: Class 2 contains 25887 members 
Entering Unmasked Estep 
Score: -7275788.500000 Penalty: 3562.528076
	Iteration 15Q: 3 clusters Score -7275788 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31828 members 
Mstep: Class 2 contains 25792 members 
Entering Unmasked Estep 
Score: -7275801.000000 Penalty: 3562.528076
	Iteration 16Q: 3 clusters Score -7275801 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31922 members 
Mstep: Class 2 contains 25698 members 
Entering Unmasked Estep 
Score: -7275814.000000 Penalty: 3562.528076
	Iteration 17Q: 3 clusters Score -7275814 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32004 members 
Mstep: Class 2 contains 25616 members 
Entering Unmasked Estep 
Score: -7275824.000000 Penalty: 3562.528076
	Iteration 18Q: 3 clusters Score -7275824 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32065 members 
Mstep: Class 2 contains 25555 members 
Entering Unmasked Estep 
Score: -7275831.500000 Penalty: 3562.528076
	Iteration 19Q: 3 clusters Score -7275832 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32123 members 
Mstep: Class 2 contains 25497 members 
Entering Unmasked Estep 
Score: -7275838.500000 Penalty: 3562.528076
	Iteration 20F: 3 clusters Score -7275838 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32174 members 
Mstep: Class 2 contains 25446 members 
Entering Unmasked Estep 
Score: -7275828.000000 Penalty: 3562.528076
	Iteration 21Q: 3 clusters Score -7275828 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32205 members 
Mstep: Class 2 contains 25415 members 
Entering Unmasked Estep 
Score: -7275831.500000 Penalty: 3562.528076
	Iteration 22Q: 3 clusters Score -7275832 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32226 members 
Mstep: Class 2 contains 25394 members 
Entering Unmasked Estep 
Score: -7275833.500000 Penalty: 3562.528076
	Iteration 23Q: 3 clusters Score -7275834 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32250 members 
Mstep: Class 2 contains 25370 members 
Entering Unmasked Estep 
Score: -7275833.500000 Penalty: 3562.528076
	Iteration 24Q: 3 clusters Score -7275834 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32269 members 
Mstep: Class 2 contains 25351 members 
Entering Unmasked Estep 
Score: -7275838.500000 Penalty: 3562.528076
	Iteration 25Q: 3 clusters Score -7275838 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32281 members 
Mstep: Class 2 contains 25339 members 
Entering Unmasked Estep 
Score: -7275842.500000 Penalty: 3562.528076
	Iteration 26Q: 3 clusters Score -7275842 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32291 members 
Mstep: Class 2 contains 25329 members 
Entering Unmasked Estep 
Score: -7275844.500000 Penalty: 3562.528076
	Iteration 27Q: 3 clusters Score -7275844 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32295 members 
Mstep: Class 2 contains 25325 members 
Entering Unmasked Estep 
Score: -7275841.000000 Penalty: 3562.528076
	Iteration 28Q: 3 clusters Score -7275841 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32299 members 
Mstep: Class 2 contains 25321 members 
Entering Unmasked Estep 
Score: -7275842.500000 Penalty: 3562.528076
	Iteration 29Q: 3 clusters Score -7275842 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32303 members 
Mstep: Class 2 contains 25317 members 
Entering Unmasked Estep 
Score: -7275840.500000 Penalty: 3562.528076
	Iteration 30Q: 3 clusters Score -7275840 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32307 members 
Mstep: Class 2 contains 25313 members 
Entering Unmasked Estep 
Score: -7275843.000000 Penalty: 3562.528076
	Iteration 31Q: 3 clusters Score -7275843 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32308 members 
Mstep: Class 2 contains 25312 members 
Entering Unmasked Estep 
Score: -7275842.500000 Penalty: 3562.528076
	Iteration 32Q: 3 clusters Score -7275842 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32310 members 
Mstep: Class 2 contains 25310 members 
Entering Unmasked Estep 
Score: -7275846.500000 Penalty: 3562.528076
	Iteration 33Q: 3 clusters Score -7275846 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32312 members 
Mstep: Class 2 contains 25308 members 
Entering Unmasked Estep 
Score: -7275848.500000 Penalty: 3562.528076
	Iteration 34Q: 3 clusters Score -7275848 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32314 members 
Mstep: Class 2 contains 25306 members 
Entering Unmasked Estep 
Score: -7275849.500000 Penalty: 3562.528076
	Iteration 35Q: 3 clusters Score -7275850 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32316 members 
Mstep: Class 2 contains 25304 members 
Entering Unmasked Estep 
Score: -7275841.500000 Penalty: 3562.528076
	Iteration 36Q: 3 clusters Score -7275842 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32317 members 
Mstep: Class 2 contains 25303 members 
Entering Unmasked Estep 
Score: -7275844.000000 Penalty: 3562.528076
	Iteration 37Q: 3 clusters Score -7275844 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32318 members 
Mstep: Class 2 contains 25302 members 
Entering Unmasked Estep 
Score: -7275843.500000 Penalty: 3562.528076
	Iteration 38Q: 3 clusters Score -7275844 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32318 members 
Mstep: Class 2 contains 25302 members 
Entering Unmasked Estep 
Score: -7275843.500000 Penalty: 3562.528076
	Iteration 39F: 3 clusters Score -7275844 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 558 members 
Mstep: Class 3 contains 18235 members 
Mstep: Class 4 contains 3460 members 
Mstep: Class 5 contains 24508 members 
Mstep: Class 6 contains 93640 members 
Mstep: Class 7 contains 2788 members 
Mstep: Class 8 contains 157129 members 
Mstep: Class 9 contains 5499 members 
Mstep: Class 10 contains 4922 members 
Mstep: Class 11 contains 8950 members 
Mstep: Class 12 contains 3144 members 
Mstep: Class 13 contains 3016 members 
Mstep: Class 14 contains 5594 members 
Mstep: Class 15 contains 41862 members 
Mstep: Class 16 contains 16040 members 
Mstep: Class 17 contains 2767 members 
Mstep: Class 18 contains 13681 members 
Mstep: Class 19 contains 7603 members 
Mstep: Class 20 contains 3688 members 
Mstep: Class 21 contains 67051 members 
Mstep: Class 22 contains 4619 members 
Mstep: Class 23 contains 9424 members 
Mstep: Class 24 contains 17986 members 
Mstep: Class 25 contains 659 members 
Mstep: Class 26 contains 31002 members 
Mstep: Class 27 contains 1945 members 
Mstep: Class 28 contains 19244 members 
Mstep: Class 29 contains 50609 members 
Mstep: Class 30 contains 14934 members 
Mstep: Class 31 contains 23211 members 
Mstep: Class 32 contains 4980 members 
Mstep: Class 33 contains 6436 members 
Mstep: Class 34 contains 9571 members 
Mstep: Class 35 contains 32318 members 
Mstep: Class 36 contains 12041 members 
Mstep: Class 37 contains 1913 members 
Mstep: Class 38 contains 18799 members 
Mstep: Class 39 contains 33867 members 
Mstep: Class 40 contains 2564 members 
Mstep: Class 41 contains 9834 members 
Mstep: Class 42 contains 4502 members 
Mstep: Class 43 contains 25302 members 
Entering Unmasked Estep 
Score: -100257472.000000 Penalty: 95154.578125
Splitting cluster 35 changes total score from -100237488.000000 to -100257472.000000
So it's getting split into cluster 43.
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 558 members 
Mstep: Class 3 contains 18235 members 
Mstep: Class 4 contains 3460 members 
Mstep: Class 5 contains 24508 members 
Mstep: Class 6 contains 93640 members 
Mstep: Class 7 contains 2788 members 
Mstep: Class 8 contains 157129 members 
Mstep: Class 9 contains 5499 members 
Mstep: Class 10 contains 4922 members 
Mstep: Class 11 contains 8950 members 
Mstep: Class 12 contains 3144 members 
Mstep: Class 13 contains 3016 members 
Mstep: Class 14 contains 5594 members 
Mstep: Class 15 contains 41862 members 
Mstep: Class 16 contains 16040 members 
Mstep: Class 17 contains 2767 members 
Mstep: Class 18 contains 13681 members 
Mstep: Class 19 contains 7603 members 
Mstep: Class 20 contains 3688 members 
Mstep: Class 21 contains 67051 members 
Mstep: Class 22 contains 4619 members 
Mstep: Class 23 contains 9424 members 
Mstep: Class 24 contains 17986 members 
Mstep: Class 25 contains 659 members 
Mstep: Class 26 contains 31002 members 
Mstep: Class 27 contains 1945 members 
Mstep: Class 28 contains 19244 members 
Mstep: Class 29 contains 50609 members 
Mstep: Class 30 contains 14934 members 
Mstep: Class 31 contains 23211 members 
Mstep: Class 32 contains 4980 members 
Mstep: Class 33 contains 6436 members 
Mstep: Class 34 contains 9571 members 
Mstep: Class 35 contains 32318 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100265408.000000 Penalty: 95154.578125
Iteration 79Q: 44 clusters Score -1.002654e+08 nChanged 13990
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 560 members 
Mstep: Class 3 contains 18423 members 
Mstep: Class 4 contains 3415 members 
Mstep: Class 5 contains 24646 members 
Mstep: Class 6 contains 94292 members 
Mstep: Class 7 contains 2779 members 
Mstep: Class 8 contains 156969 members 
Mstep: Class 9 contains 5420 members 
Mstep: Class 10 contains 4987 members 
Mstep: Class 11 contains 8913 members 
Mstep: Class 12 contains 3040 members 
Mstep: Class 13 contains 3113 members 
Mstep: Class 14 contains 6160 members 
Mstep: Class 15 contains 41888 members 
Mstep: Class 16 contains 16385 members 
Mstep: Class 17 contains 2979 members 
Mstep: Class 18 contains 13403 members 
Mstep: Class 19 contains 7749 members 
Mstep: Class 20 contains 4232 members 
Mstep: Class 21 contains 66670 members 
Mstep: Class 22 contains 4668 members 
Mstep: Class 23 contains 9487 members 
Mstep: Class 24 contains 18056 members 
Mstep: Class 25 contains 642 members 
Mstep: Class 26 contains 30937 members 
Mstep: Class 27 contains 2429 members 
Mstep: Class 28 contains 19684 members 
Mstep: Class 29 contains 49986 members 
Mstep: Class 30 contains 15792 members 
Mstep: Class 31 contains 23952 members 
Mstep: Class 32 contains 5033 members 
Mstep: Class 33 contains 6458 members 
Mstep: Class 34 contains 9419 members 
Mstep: Class 35 contains 32314 members 
Mstep: Class 36 contains 11965 members 
Mstep: Class 37 contains 1855 members 
Mstep: Class 38 contains 18326 members 
Mstep: Class 39 contains 32615 members 
Mstep: Class 40 contains 2465 members 
Mstep: Class 41 contains 9330 members 
Mstep: Class 42 contains 4539 members 
Mstep: Class 43 contains 23874 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100271992.000000 Penalty: 95154.578125
Iteration 80F: 44 clusters Score -1.00272e+08 nChanged 11580
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 518 members 
Mstep: Class 3 contains 18666 members 
Mstep: Class 4 contains 3393 members 
Mstep: Class 5 contains 24614 members 
Mstep: Class 6 contains 94301 members 
Mstep: Class 7 contains 2771 members 
Mstep: Class 8 contains 156494 members 
Mstep: Class 9 contains 5321 members 
Mstep: Class 10 contains 4970 members 
Mstep: Class 11 contains 8885 members 
Mstep: Class 12 contains 2963 members 
Mstep: Class 13 contains 3148 members 
Mstep: Class 14 contains 6297 members 
Mstep: Class 15 contains 41622 members 
Mstep: Class 16 contains 16254 members 
Mstep: Class 17 contains 3150 members 
Mstep: Class 18 contains 13229 members 
Mstep: Class 19 contains 7757 members 
Mstep: Class 20 contains 4462 members 
Mstep: Class 21 contains 65177 members 
Mstep: Class 22 contains 4686 members 
Mstep: Class 23 contains 9497 members 
Mstep: Class 24 contains 18026 members 
Mstep: Class 25 contains 629 members 
Mstep: Class 26 contains 30801 members 
Mstep: Class 27 contains 2656 members 
Mstep: Class 28 contains 19513 members 
Mstep: Class 29 contains 49175 members 
Mstep: Class 30 contains 16044 members 
Mstep: Class 31 contains 24556 members 
Mstep: Class 32 contains 5005 members 
Mstep: Class 33 contains 6441 members 
Mstep: Class 34 contains 9356 members 
Mstep: Class 35 contains 32188 members 
Mstep: Class 36 contains 12019 members 
Mstep: Class 37 contains 1975 members 
Mstep: Class 38 contains 18181 members 
Mstep: Class 39 contains 33326 members 
Mstep: Class 40 contains 2711 members 
Mstep: Class 41 contains 9544 members 
Mstep: Class 42 contains 4950 members 
Mstep: Class 43 contains 24554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100274792.000000 Penalty: 95154.578125
Iteration 81Q: 44 clusters Score -1.002748e+08 nChanged 7334
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 505 members 
Mstep: Class 3 contains 18887 members 
Mstep: Class 4 contains 3379 members 
Mstep: Class 5 contains 24643 members 
Mstep: Class 6 contains 94291 members 
Mstep: Class 7 contains 2766 members 
Mstep: Class 8 contains 156119 members 
Mstep: Class 9 contains 5254 members 
Mstep: Class 10 contains 4961 members 
Mstep: Class 11 contains 8875 members 
Mstep: Class 12 contains 2907 members 
Mstep: Class 13 contains 3223 members 
Mstep: Class 14 contains 6483 members 
Mstep: Class 15 contains 41454 members 
Mstep: Class 16 contains 16087 members 
Mstep: Class 17 contains 3288 members 
Mstep: Class 18 contains 13138 members 
Mstep: Class 19 contains 7784 members 
Mstep: Class 20 contains 4612 members 
Mstep: Class 21 contains 63971 members 
Mstep: Class 22 contains 4683 members 
Mstep: Class 23 contains 9506 members 
Mstep: Class 24 contains 17978 members 
Mstep: Class 25 contains 621 members 
Mstep: Class 26 contains 30689 members 
Mstep: Class 27 contains 2833 members 
Mstep: Class 28 contains 19393 members 
Mstep: Class 29 contains 48335 members 
Mstep: Class 30 contains 16277 members 
Mstep: Class 31 contains 25207 members 
Mstep: Class 32 contains 4987 members 
Mstep: Class 33 contains 6433 members 
Mstep: Class 34 contains 9306 members 
Mstep: Class 35 contains 32182 members 
Mstep: Class 36 contains 12044 members 
Mstep: Class 37 contains 2057 members 
Mstep: Class 38 contains 18072 members 
Mstep: Class 39 contains 33877 members 
Mstep: Class 40 contains 2812 members 
Mstep: Class 41 contains 9690 members 
Mstep: Class 42 contains 5206 members 
Mstep: Class 43 contains 24991 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100276840.000000 Penalty: 95154.578125
Iteration 82Q: 44 clusters Score -1.002768e+08 nChanged 5797
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 502 members 
Mstep: Class 3 contains 19110 members 
Mstep: Class 4 contains 3371 members 
Mstep: Class 5 contains 24700 members 
Mstep: Class 6 contains 94290 members 
Mstep: Class 7 contains 2767 members 
Mstep: Class 8 contains 155818 members 
Mstep: Class 9 contains 5204 members 
Mstep: Class 10 contains 4971 members 
Mstep: Class 11 contains 8869 members 
Mstep: Class 12 contains 2868 members 
Mstep: Class 13 contains 3330 members 
Mstep: Class 14 contains 6597 members 
Mstep: Class 15 contains 41327 members 
Mstep: Class 16 contains 15926 members 
Mstep: Class 17 contains 3418 members 
Mstep: Class 18 contains 13077 members 
Mstep: Class 19 contains 7788 members 
Mstep: Class 20 contains 4727 members 
Mstep: Class 21 contains 62881 members 
Mstep: Class 22 contains 4684 members 
Mstep: Class 23 contains 9510 members 
Mstep: Class 24 contains 17921 members 
Mstep: Class 25 contains 611 members 
Mstep: Class 26 contains 30585 members 
Mstep: Class 27 contains 2964 members 
Mstep: Class 28 contains 19354 members 
Mstep: Class 29 contains 47508 members 
Mstep: Class 30 contains 16519 members 
Mstep: Class 31 contains 25874 members 
Mstep: Class 32 contains 4986 members 
Mstep: Class 33 contains 6426 members 
Mstep: Class 34 contains 9270 members 
Mstep: Class 35 contains 32176 members 
Mstep: Class 36 contains 12059 members 
Mstep: Class 37 contains 2108 members 
Mstep: Class 38 contains 17984 members 
Mstep: Class 39 contains 34296 members 
Mstep: Class 40 contains 2860 members 
Mstep: Class 41 contains 9791 members 
Mstep: Class 42 contains 5404 members 
Mstep: Class 43 contains 25365 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100278208.000000 Penalty: 95154.578125
Iteration 83Q: 44 clusters Score -1.002782e+08 nChanged 4844
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 501 members 
Mstep: Class 3 contains 19308 members 
Mstep: Class 4 contains 3368 members 
Mstep: Class 5 contains 24753 members 
Mstep: Class 6 contains 94256 members 
Mstep: Class 7 contains 2765 members 
Mstep: Class 8 contains 155599 members 
Mstep: Class 9 contains 5180 members 
Mstep: Class 10 contains 4988 members 
Mstep: Class 11 contains 8857 members 
Mstep: Class 12 contains 2845 members 
Mstep: Class 13 contains 3430 members 
Mstep: Class 14 contains 6685 members 
Mstep: Class 15 contains 41258 members 
Mstep: Class 16 contains 15759 members 
Mstep: Class 17 contains 3521 members 
Mstep: Class 18 contains 13032 members 
Mstep: Class 19 contains 7787 members 
Mstep: Class 20 contains 4788 members 
Mstep: Class 21 contains 61903 members 
Mstep: Class 22 contains 4682 members 
Mstep: Class 23 contains 9534 members 
Mstep: Class 24 contains 17891 members 
Mstep: Class 25 contains 596 members 
Mstep: Class 26 contains 30493 members 
Mstep: Class 27 contains 3057 members 
Mstep: Class 28 contains 19327 members 
Mstep: Class 29 contains 46678 members 
Mstep: Class 30 contains 16782 members 
Mstep: Class 31 contains 26567 members 
Mstep: Class 32 contains 4983 members 
Mstep: Class 33 contains 6429 members 
Mstep: Class 34 contains 9263 members 
Mstep: Class 35 contains 32167 members 
Mstep: Class 36 contains 12064 members 
Mstep: Class 37 contains 2161 members 
Mstep: Class 38 contains 17924 members 
Mstep: Class 39 contains 34645 members 
Mstep: Class 40 contains 2881 members 
Mstep: Class 41 contains 9849 members 
Mstep: Class 42 contains 5536 members 
Mstep: Class 43 contains 25694 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100279488.000000 Penalty: 95154.578125
Iteration 84Q: 44 clusters Score -1.002795e+08 nChanged 4284
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 500 members 
Mstep: Class 3 contains 19505 members 
Mstep: Class 4 contains 3362 members 
Mstep: Class 5 contains 24816 members 
Mstep: Class 6 contains 94234 members 
Mstep: Class 7 contains 2759 members 
Mstep: Class 8 contains 155404 members 
Mstep: Class 9 contains 5168 members 
Mstep: Class 10 contains 5025 members 
Mstep: Class 11 contains 8848 members 
Mstep: Class 12 contains 2822 members 
Mstep: Class 13 contains 3546 members 
Mstep: Class 14 contains 6754 members 
Mstep: Class 15 contains 41225 members 
Mstep: Class 16 contains 15608 members 
Mstep: Class 17 contains 3612 members 
Mstep: Class 18 contains 13000 members 
Mstep: Class 19 contains 7784 members 
Mstep: Class 20 contains 4813 members 
Mstep: Class 21 contains 61002 members 
Mstep: Class 22 contains 4672 members 
Mstep: Class 23 contains 9539 members 
Mstep: Class 24 contains 17874 members 
Mstep: Class 25 contains 586 members 
Mstep: Class 26 contains 30425 members 
Mstep: Class 27 contains 3110 members 
Mstep: Class 28 contains 19296 members 
Mstep: Class 29 contains 45885 members 
Mstep: Class 30 contains 17026 members 
Mstep: Class 31 contains 27289 members 
Mstep: Class 32 contains 4985 members 
Mstep: Class 33 contains 6425 members 
Mstep: Class 34 contains 9257 members 
Mstep: Class 35 contains 32176 members 
Mstep: Class 36 contains 12061 members 
Mstep: Class 37 contains 2222 members 
Mstep: Class 38 contains 17875 members 
Mstep: Class 39 contains 34901 members 
Mstep: Class 40 contains 2895 members 
Mstep: Class 41 contains 9867 members 
Mstep: Class 42 contains 5645 members 
Mstep: Class 43 contains 25979 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100280632.000000 Penalty: 95154.578125
Iteration 85Q: 44 clusters Score -1.002806e+08 nChanged 3849
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 499 members 
Mstep: Class 3 contains 19690 members 
Mstep: Class 4 contains 3357 members 
Mstep: Class 5 contains 24848 members 
Mstep: Class 6 contains 94212 members 
Mstep: Class 7 contains 2751 members 
Mstep: Class 8 contains 155244 members 
Mstep: Class 9 contains 5158 members 
Mstep: Class 10 contains 5065 members 
Mstep: Class 11 contains 8843 members 
Mstep: Class 12 contains 2805 members 
Mstep: Class 13 contains 3664 members 
Mstep: Class 14 contains 6832 members 
Mstep: Class 15 contains 41200 members 
Mstep: Class 16 contains 15477 members 
Mstep: Class 17 contains 3699 members 
Mstep: Class 18 contains 12981 members 
Mstep: Class 19 contains 7787 members 
Mstep: Class 20 contains 4843 members 
Mstep: Class 21 contains 60203 members 
Mstep: Class 22 contains 4653 members 
Mstep: Class 23 contains 9548 members 
Mstep: Class 24 contains 17856 members 
Mstep: Class 25 contains 578 members 
Mstep: Class 26 contains 30360 members 
Mstep: Class 27 contains 3143 members 
Mstep: Class 28 contains 19269 members 
Mstep: Class 29 contains 45129 members 
Mstep: Class 30 contains 17223 members 
Mstep: Class 31 contains 27946 members 
Mstep: Class 32 contains 4989 members 
Mstep: Class 33 contains 6423 members 
Mstep: Class 34 contains 9257 members 
Mstep: Class 35 contains 32175 members 
Mstep: Class 36 contains 12059 members 
Mstep: Class 37 contains 2264 members 
Mstep: Class 38 contains 17829 members 
Mstep: Class 39 contains 35137 members 
Mstep: Class 40 contains 2909 members 
Mstep: Class 41 contains 9879 members 
Mstep: Class 42 contains 5747 members 
Mstep: Class 43 contains 26240 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100281672.000000 Penalty: 95154.578125
Iteration 86Q: 44 clusters Score -1.002817e+08 nChanged 3470
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 498 members 
Mstep: Class 3 contains 19866 members 
Mstep: Class 4 contains 3352 members 
Mstep: Class 5 contains 24871 members 
Mstep: Class 6 contains 94169 members 
Mstep: Class 7 contains 2748 members 
Mstep: Class 8 contains 155119 members 
Mstep: Class 9 contains 5156 members 
Mstep: Class 10 contains 5108 members 
Mstep: Class 11 contains 8835 members 
Mstep: Class 12 contains 2790 members 
Mstep: Class 13 contains 3786 members 
Mstep: Class 14 contains 6883 members 
Mstep: Class 15 contains 41191 members 
Mstep: Class 16 contains 15343 members 
Mstep: Class 17 contains 3754 members 
Mstep: Class 18 contains 12969 members 
Mstep: Class 19 contains 7786 members 
Mstep: Class 20 contains 4844 members 
Mstep: Class 21 contains 59485 members 
Mstep: Class 22 contains 4651 members 
Mstep: Class 23 contains 9559 members 
Mstep: Class 24 contains 17827 members 
Mstep: Class 25 contains 575 members 
Mstep: Class 26 contains 30321 members 
Mstep: Class 27 contains 3157 members 
Mstep: Class 28 contains 19236 members 
Mstep: Class 29 contains 44388 members 
Mstep: Class 30 contains 17452 members 
Mstep: Class 31 contains 28580 members 
Mstep: Class 32 contains 4993 members 
Mstep: Class 33 contains 6419 members 
Mstep: Class 34 contains 9251 members 
Mstep: Class 35 contains 32196 members 
Mstep: Class 36 contains 12061 members 
Mstep: Class 37 contains 2302 members 
Mstep: Class 38 contains 17801 members 
Mstep: Class 39 contains 35370 members 
Mstep: Class 40 contains 2909 members 
Mstep: Class 41 contains 9885 members 
Mstep: Class 42 contains 5817 members 
Mstep: Class 43 contains 26468 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100282464.000000 Penalty: 95154.578125
Iteration 87Q: 44 clusters Score -1.002825e+08 nChanged 3192
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 498 members 
Mstep: Class 3 contains 20059 members 
Mstep: Class 4 contains 3347 members 
Mstep: Class 5 contains 24910 members 
Mstep: Class 6 contains 94150 members 
Mstep: Class 7 contains 2748 members 
Mstep: Class 8 contains 154992 members 
Mstep: Class 9 contains 5153 members 
Mstep: Class 10 contains 5117 members 
Mstep: Class 11 contains 8820 members 
Mstep: Class 12 contains 2777 members 
Mstep: Class 13 contains 3919 members 
Mstep: Class 14 contains 6941 members 
Mstep: Class 15 contains 41185 members 
Mstep: Class 16 contains 15231 members 
Mstep: Class 17 contains 3787 members 
Mstep: Class 18 contains 12957 members 
Mstep: Class 19 contains 7784 members 
Mstep: Class 20 contains 4843 members 
Mstep: Class 21 contains 58816 members 
Mstep: Class 22 contains 4640 members 
Mstep: Class 23 contains 9568 members 
Mstep: Class 24 contains 17791 members 
Mstep: Class 25 contains 573 members 
Mstep: Class 26 contains 30258 members 
Mstep: Class 27 contains 3164 members 
Mstep: Class 28 contains 19207 members 
Mstep: Class 29 contains 43702 members 
Mstep: Class 30 contains 17611 members 
Mstep: Class 31 contains 29205 members 
Mstep: Class 32 contains 4996 members 
Mstep: Class 33 contains 6415 members 
Mstep: Class 34 contains 9262 members 
Mstep: Class 35 contains 32207 members 
Mstep: Class 36 contains 12055 members 
Mstep: Class 37 contains 2336 members 
Mstep: Class 38 contains 17783 members 
Mstep: Class 39 contains 35578 members 
Mstep: Class 40 contains 2913 members 
Mstep: Class 41 contains 9899 members 
Mstep: Class 42 contains 5887 members 
Mstep: Class 43 contains 26686 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100283288.000000 Penalty: 95154.578125
Iteration 88Q: 44 clusters Score -1.002833e+08 nChanged 2982
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 498 members 
Mstep: Class 3 contains 20262 members 
Mstep: Class 4 contains 3344 members 
Mstep: Class 5 contains 24910 members 
Mstep: Class 6 contains 94127 members 
Mstep: Class 7 contains 2753 members 
Mstep: Class 8 contains 154876 members 
Mstep: Class 9 contains 5150 members 
Mstep: Class 10 contains 5137 members 
Mstep: Class 11 contains 8805 members 
Mstep: Class 12 contains 2771 members 
Mstep: Class 13 contains 4034 members 
Mstep: Class 14 contains 6995 members 
Mstep: Class 15 contains 41189 members 
Mstep: Class 16 contains 15126 members 
Mstep: Class 17 contains 3831 members 
Mstep: Class 18 contains 12942 members 
Mstep: Class 19 contains 7779 members 
Mstep: Class 20 contains 4845 members 
Mstep: Class 21 contains 58195 members 
Mstep: Class 22 contains 4635 members 
Mstep: Class 23 contains 9573 members 
Mstep: Class 24 contains 17764 members 
Mstep: Class 25 contains 568 members 
Mstep: Class 26 contains 30215 members 
Mstep: Class 27 contains 3181 members 
Mstep: Class 28 contains 19155 members 
Mstep: Class 29 contains 43107 members 
Mstep: Class 30 contains 17753 members 
Mstep: Class 31 contains 29785 members 
Mstep: Class 32 contains 4999 members 
Mstep: Class 33 contains 6407 members 
Mstep: Class 34 contains 9271 members 
Mstep: Class 35 contains 32212 members 
Mstep: Class 36 contains 12053 members 
Mstep: Class 37 contains 2364 members 
Mstep: Class 38 contains 17769 members 
Mstep: Class 39 contains 35733 members 
Mstep: Class 40 contains 2920 members 
Mstep: Class 41 contains 9902 members 
Mstep: Class 42 contains 5950 members 
Mstep: Class 43 contains 26884 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100284024.000000 Penalty: 95154.578125
Iteration 89Q: 44 clusters Score -1.00284e+08 nChanged 2672
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 498 members 
Mstep: Class 3 contains 20445 members 
Mstep: Class 4 contains 3343 members 
Mstep: Class 5 contains 24900 members 
Mstep: Class 6 contains 94109 members 
Mstep: Class 7 contains 2759 members 
Mstep: Class 8 contains 154742 members 
Mstep: Class 9 contains 5147 members 
Mstep: Class 10 contains 5149 members 
Mstep: Class 11 contains 8798 members 
Mstep: Class 12 contains 2768 members 
Mstep: Class 13 contains 4142 members 
Mstep: Class 14 contains 7020 members 
Mstep: Class 15 contains 41194 members 
Mstep: Class 16 contains 15052 members 
Mstep: Class 17 contains 3865 members 
Mstep: Class 18 contains 12935 members 
Mstep: Class 19 contains 7774 members 
Mstep: Class 20 contains 4840 members 
Mstep: Class 21 contains 57616 members 
Mstep: Class 22 contains 4632 members 
Mstep: Class 23 contains 9576 members 
Mstep: Class 24 contains 17743 members 
Mstep: Class 25 contains 563 members 
Mstep: Class 26 contains 30180 members 
Mstep: Class 27 contains 3198 members 
Mstep: Class 28 contains 19131 members 
Mstep: Class 29 contains 42548 members 
Mstep: Class 30 contains 17859 members 
Mstep: Class 31 contains 30376 members 
Mstep: Class 32 contains 5001 members 
Mstep: Class 33 contains 6394 members 
Mstep: Class 34 contains 9276 members 
Mstep: Class 35 contains 32218 members 
Mstep: Class 36 contains 12050 members 
Mstep: Class 37 contains 2387 members 
Mstep: Class 38 contains 17754 members 
Mstep: Class 39 contains 35877 members 
Mstep: Class 40 contains 2932 members 
Mstep: Class 41 contains 9909 members 
Mstep: Class 42 contains 6001 members 
Mstep: Class 43 contains 27065 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100284696.000000 Penalty: 95154.578125
Iteration 90Q: 44 clusters Score -1.002847e+08 nChanged 2407
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 498 members 
Mstep: Class 3 contains 20642 members 
Mstep: Class 4 contains 3342 members 
Mstep: Class 5 contains 24902 members 
Mstep: Class 6 contains 94106 members 
Mstep: Class 7 contains 2768 members 
Mstep: Class 8 contains 154635 members 
Mstep: Class 9 contains 5152 members 
Mstep: Class 10 contains 5158 members 
Mstep: Class 11 contains 8794 members 
Mstep: Class 12 contains 2761 members 
Mstep: Class 13 contains 4236 members 
Mstep: Class 14 contains 7054 members 
Mstep: Class 15 contains 41209 members 
Mstep: Class 16 contains 14985 members 
Mstep: Class 17 contains 3895 members 
Mstep: Class 18 contains 12930 members 
Mstep: Class 19 contains 7772 members 
Mstep: Class 20 contains 4844 members 
Mstep: Class 21 contains 57058 members 
Mstep: Class 22 contains 4630 members 
Mstep: Class 23 contains 9580 members 
Mstep: Class 24 contains 17721 members 
Mstep: Class 25 contains 558 members 
Mstep: Class 26 contains 30148 members 
Mstep: Class 27 contains 3208 members 
Mstep: Class 28 contains 19096 members 
Mstep: Class 29 contains 42082 members 
Mstep: Class 30 contains 17974 members 
Mstep: Class 31 contains 30847 members 
Mstep: Class 32 contains 5001 members 
Mstep: Class 33 contains 6387 members 
Mstep: Class 34 contains 9271 members 
Mstep: Class 35 contains 32231 members 
Mstep: Class 36 contains 12050 members 
Mstep: Class 37 contains 2411 members 
Mstep: Class 38 contains 17726 members 
Mstep: Class 39 contains 35998 members 
Mstep: Class 40 contains 2933 members 
Mstep: Class 41 contains 9896 members 
Mstep: Class 42 contains 6052 members 
Mstep: Class 43 contains 27225 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100285112.000000 Penalty: 95154.578125
Iteration 91Q: 44 clusters Score -1.002851e+08 nChanged 2218
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 499 members 
Mstep: Class 3 contains 20815 members 
Mstep: Class 4 contains 3342 members 
Mstep: Class 5 contains 24883 members 
Mstep: Class 6 contains 94096 members 
Mstep: Class 7 contains 2780 members 
Mstep: Class 8 contains 154543 members 
Mstep: Class 9 contains 5151 members 
Mstep: Class 10 contains 5175 members 
Mstep: Class 11 contains 8786 members 
Mstep: Class 12 contains 2756 members 
Mstep: Class 13 contains 4310 members 
Mstep: Class 14 contains 7085 members 
Mstep: Class 15 contains 41225 members 
Mstep: Class 16 contains 14914 members 
Mstep: Class 17 contains 3931 members 
Mstep: Class 18 contains 12925 members 
Mstep: Class 19 contains 7768 members 
Mstep: Class 20 contains 4840 members 
Mstep: Class 21 contains 56579 members 
Mstep: Class 22 contains 4625 members 
Mstep: Class 23 contains 9591 members 
Mstep: Class 24 contains 17704 members 
Mstep: Class 25 contains 551 members 
Mstep: Class 26 contains 30113 members 
Mstep: Class 27 contains 3211 members 
Mstep: Class 28 contains 19080 members 
Mstep: Class 29 contains 41664 members 
Mstep: Class 30 contains 18092 members 
Mstep: Class 31 contains 31282 members 
Mstep: Class 32 contains 5002 members 
Mstep: Class 33 contains 6385 members 
Mstep: Class 34 contains 9277 members 
Mstep: Class 35 contains 32234 members 
Mstep: Class 36 contains 12049 members 
Mstep: Class 37 contains 2431 members 
Mstep: Class 38 contains 17695 members 
Mstep: Class 39 contains 36107 members 
Mstep: Class 40 contains 2935 members 
Mstep: Class 41 contains 9883 members 
Mstep: Class 42 contains 6086 members 
Mstep: Class 43 contains 27365 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100285520.000000 Penalty: 95154.578125
Iteration 92Q: 44 clusters Score -1.002855e+08 nChanged 1994
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 499 members 
Mstep: Class 3 contains 20955 members 
Mstep: Class 4 contains 3341 members 
Mstep: Class 5 contains 24890 members 
Mstep: Class 6 contains 94090 members 
Mstep: Class 7 contains 2787 members 
Mstep: Class 8 contains 154445 members 
Mstep: Class 9 contains 5150 members 
Mstep: Class 10 contains 5188 members 
Mstep: Class 11 contains 8780 members 
Mstep: Class 12 contains 2748 members 
Mstep: Class 13 contains 4367 members 
Mstep: Class 14 contains 7120 members 
Mstep: Class 15 contains 41232 members 
Mstep: Class 16 contains 14846 members 
Mstep: Class 17 contains 3963 members 
Mstep: Class 18 contains 12920 members 
Mstep: Class 19 contains 7764 members 
Mstep: Class 20 contains 4838 members 
Mstep: Class 21 contains 56164 members 
Mstep: Class 22 contains 4619 members 
Mstep: Class 23 contains 9594 members 
Mstep: Class 24 contains 17682 members 
Mstep: Class 25 contains 545 members 
Mstep: Class 26 contains 30073 members 
Mstep: Class 27 contains 3206 members 
Mstep: Class 28 contains 19060 members 
Mstep: Class 29 contains 41294 members 
Mstep: Class 30 contains 18193 members 
Mstep: Class 31 contains 31656 members 
Mstep: Class 32 contains 5001 members 
Mstep: Class 33 contains 6384 members 
Mstep: Class 34 contains 9280 members 
Mstep: Class 35 contains 32252 members 
Mstep: Class 36 contains 12049 members 
Mstep: Class 37 contains 2448 members 
Mstep: Class 38 contains 17668 members 
Mstep: Class 39 contains 36219 members 
Mstep: Class 40 contains 2939 members 
Mstep: Class 41 contains 9878 members 
Mstep: Class 42 contains 6128 members 
Mstep: Class 43 contains 27507 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100285816.000000 Penalty: 95154.578125
Iteration 93Q: 44 clusters Score -1.002858e+08 nChanged 1882
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 500 members 
Mstep: Class 3 contains 21075 members 
Mstep: Class 4 contains 3341 members 
Mstep: Class 5 contains 24866 members 
Mstep: Class 6 contains 94085 members 
Mstep: Class 7 contains 2786 members 
Mstep: Class 8 contains 154338 members 
Mstep: Class 9 contains 5147 members 
Mstep: Class 10 contains 5202 members 
Mstep: Class 11 contains 8777 members 
Mstep: Class 12 contains 2743 members 
Mstep: Class 13 contains 4421 members 
Mstep: Class 14 contains 7142 members 
Mstep: Class 15 contains 41236 members 
Mstep: Class 16 contains 14789 members 
Mstep: Class 17 contains 3992 members 
Mstep: Class 18 contains 12915 members 
Mstep: Class 19 contains 7761 members 
Mstep: Class 20 contains 4831 members 
Mstep: Class 21 contains 55820 members 
Mstep: Class 22 contains 4619 members 
Mstep: Class 23 contains 9597 members 
Mstep: Class 24 contains 17661 members 
Mstep: Class 25 contains 545 members 
Mstep: Class 26 contains 30045 members 
Mstep: Class 27 contains 3202 members 
Mstep: Class 28 contains 19040 members 
Mstep: Class 29 contains 40942 members 
Mstep: Class 30 contains 18280 members 
Mstep: Class 31 contains 32006 members 
Mstep: Class 32 contains 5002 members 
Mstep: Class 33 contains 6388 members 
Mstep: Class 34 contains 9282 members 
Mstep: Class 35 contains 32268 members 
Mstep: Class 36 contains 12054 members 
Mstep: Class 37 contains 2471 members 
Mstep: Class 38 contains 17653 members 
Mstep: Class 39 contains 36334 members 
Mstep: Class 40 contains 2937 members 
Mstep: Class 41 contains 9867 members 
Mstep: Class 42 contains 6169 members 
Mstep: Class 43 contains 27632 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100286280.000000 Penalty: 95154.578125
Iteration 94Q: 44 clusters Score -1.002863e+08 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 500 members 
Mstep: Class 3 contains 21174 members 
Mstep: Class 4 contains 3340 members 
Mstep: Class 5 contains 24812 members 
Mstep: Class 6 contains 94058 members 
Mstep: Class 7 contains 2786 members 
Mstep: Class 8 contains 154237 members 
Mstep: Class 9 contains 5150 members 
Mstep: Class 10 contains 5215 members 
Mstep: Class 11 contains 8775 members 
Mstep: Class 12 contains 2739 members 
Mstep: Class 13 contains 4461 members 
Mstep: Class 14 contains 7170 members 
Mstep: Class 15 contains 41248 members 
Mstep: Class 16 contains 14744 members 
Mstep: Class 17 contains 4011 members 
Mstep: Class 18 contains 12912 members 
Mstep: Class 19 contains 7757 members 
Mstep: Class 20 contains 4825 members 
Mstep: Class 21 contains 55508 members 
Mstep: Class 22 contains 4612 members 
Mstep: Class 23 contains 9605 members 
Mstep: Class 24 contains 17637 members 
Mstep: Class 25 contains 545 members 
Mstep: Class 26 contains 30018 members 
Mstep: Class 27 contains 3199 members 
Mstep: Class 28 contains 19018 members 
Mstep: Class 29 contains 40643 members 
Mstep: Class 30 contains 18379 members 
Mstep: Class 31 contains 32312 members 
Mstep: Class 32 contains 5007 members 
Mstep: Class 33 contains 6390 members 
Mstep: Class 34 contains 9287 members 
Mstep: Class 35 contains 32283 members 
Mstep: Class 36 contains 12053 members 
Mstep: Class 37 contains 2486 members 
Mstep: Class 38 contains 17642 members 
Mstep: Class 39 contains 36477 members 
Mstep: Class 40 contains 2933 members 
Mstep: Class 41 contains 9855 members 
Mstep: Class 42 contains 6212 members 
Mstep: Class 43 contains 27745 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100286472.000000 Penalty: 95154.578125
Iteration 95Q: 44 clusters Score -1.002865e+08 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 500 members 
Mstep: Class 3 contains 21270 members 
Mstep: Class 4 contains 3340 members 
Mstep: Class 5 contains 24771 members 
Mstep: Class 6 contains 94050 members 
Mstep: Class 7 contains 2785 members 
Mstep: Class 8 contains 154144 members 
Mstep: Class 9 contains 5150 members 
Mstep: Class 10 contains 5227 members 
Mstep: Class 11 contains 8774 members 
Mstep: Class 12 contains 2737 members 
Mstep: Class 13 contains 4514 members 
Mstep: Class 14 contains 7197 members 
Mstep: Class 15 contains 41259 members 
Mstep: Class 16 contains 14706 members 
Mstep: Class 17 contains 4027 members 
Mstep: Class 18 contains 12906 members 
Mstep: Class 19 contains 7755 members 
Mstep: Class 20 contains 4810 members 
Mstep: Class 21 contains 55205 members 
Mstep: Class 22 contains 4611 members 
Mstep: Class 23 contains 9612 members 
Mstep: Class 24 contains 17620 members 
Mstep: Class 25 contains 545 members 
Mstep: Class 26 contains 29982 members 
Mstep: Class 27 contains 3198 members 
Mstep: Class 28 contains 19000 members 
Mstep: Class 29 contains 40347 members 
Mstep: Class 30 contains 18468 members 
Mstep: Class 31 contains 32605 members 
Mstep: Class 32 contains 5007 members 
Mstep: Class 33 contains 6391 members 
Mstep: Class 34 contains 9292 members 
Mstep: Class 35 contains 32294 members 
Mstep: Class 36 contains 12052 members 
Mstep: Class 37 contains 2512 members 
Mstep: Class 38 contains 17630 members 
Mstep: Class 39 contains 36606 members 
Mstep: Class 40 contains 2932 members 
Mstep: Class 41 contains 9833 members 
Mstep: Class 42 contains 6249 members 
Mstep: Class 43 contains 27847 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100287104.000000 Penalty: 95154.578125
Iteration 96Q: 44 clusters Score -1.002871e+08 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 499 members 
Mstep: Class 3 contains 21357 members 
Mstep: Class 4 contains 3340 members 
Mstep: Class 5 contains 24705 members 
Mstep: Class 6 contains 94047 members 
Mstep: Class 7 contains 2786 members 
Mstep: Class 8 contains 154060 members 
Mstep: Class 9 contains 5148 members 
Mstep: Class 10 contains 5231 members 
Mstep: Class 11 contains 8772 members 
Mstep: Class 12 contains 2735 members 
Mstep: Class 13 contains 4571 members 
Mstep: Class 14 contains 7230 members 
Mstep: Class 15 contains 41265 members 
Mstep: Class 16 contains 14664 members 
Mstep: Class 17 contains 4045 members 
Mstep: Class 18 contains 12900 members 
Mstep: Class 19 contains 7759 members 
Mstep: Class 20 contains 4801 members 
Mstep: Class 21 contains 54942 members 
Mstep: Class 22 contains 4614 members 
Mstep: Class 23 contains 9619 members 
Mstep: Class 24 contains 17597 members 
Mstep: Class 25 contains 545 members 
Mstep: Class 26 contains 29944 members 
Mstep: Class 27 contains 3203 members 
Mstep: Class 28 contains 18983 members 
Mstep: Class 29 contains 40108 members 
Mstep: Class 30 contains 18540 members 
Mstep: Class 31 contains 32872 members 
Mstep: Class 32 contains 5008 members 
Mstep: Class 33 contains 6392 members 
Mstep: Class 34 contains 9297 members 
Mstep: Class 35 contains 32311 members 
Mstep: Class 36 contains 12051 members 
Mstep: Class 37 contains 2530 members 
Mstep: Class 38 contains 17625 members 
Mstep: Class 39 contains 36702 members 
Mstep: Class 40 contains 2931 members 
Mstep: Class 41 contains 9825 members 
Mstep: Class 42 contains 6284 members 
Mstep: Class 43 contains 27922 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100287176.000000 Penalty: 95154.578125
Iteration 97Q: 44 clusters Score -1.002872e+08 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 499 members 
Mstep: Class 3 contains 21413 members 
Mstep: Class 4 contains 3340 members 
Mstep: Class 5 contains 24625 members 
Mstep: Class 6 contains 94039 members 
Mstep: Class 7 contains 2789 members 
Mstep: Class 8 contains 153986 members 
Mstep: Class 9 contains 5147 members 
Mstep: Class 10 contains 5238 members 
Mstep: Class 11 contains 8769 members 
Mstep: Class 12 contains 2732 members 
Mstep: Class 13 contains 4622 members 
Mstep: Class 14 contains 7252 members 
Mstep: Class 15 contains 41271 members 
Mstep: Class 16 contains 14625 members 
Mstep: Class 17 contains 4052 members 
Mstep: Class 18 contains 12896 members 
Mstep: Class 19 contains 7760 members 
Mstep: Class 20 contains 4788 members 
Mstep: Class 21 contains 54721 members 
Mstep: Class 22 contains 4618 members 
Mstep: Class 23 contains 9626 members 
Mstep: Class 24 contains 17571 members 
Mstep: Class 25 contains 545 members 
Mstep: Class 26 contains 29907 members 
Mstep: Class 27 contains 3203 members 
Mstep: Class 28 contains 18958 members 
Mstep: Class 29 contains 39910 members 
Mstep: Class 30 contains 18625 members 
Mstep: Class 31 contains 33110 members 
Mstep: Class 32 contains 5010 members 
Mstep: Class 33 contains 6393 members 
Mstep: Class 34 contains 9294 members 
Mstep: Class 35 contains 32324 members 
Mstep: Class 36 contains 12051 members 
Mstep: Class 37 contains 2551 members 
Mstep: Class 38 contains 17622 members 
Mstep: Class 39 contains 36819 members 
Mstep: Class 40 contains 2929 members 
Mstep: Class 41 contains 9817 members 
Mstep: Class 42 contains 6316 members 
Mstep: Class 43 contains 27997 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100287656.000000 Penalty: 95154.578125
Iteration 98Q: 44 clusters Score -1.002877e+08 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 499 members 
Mstep: Class 3 contains 21474 members 
Mstep: Class 4 contains 3340 members 
Mstep: Class 5 contains 24531 members 
Mstep: Class 6 contains 94013 members 
Mstep: Class 7 contains 2791 members 
Mstep: Class 8 contains 153919 members 
Mstep: Class 9 contains 5144 members 
Mstep: Class 10 contains 5246 members 
Mstep: Class 11 contains 8767 members 
Mstep: Class 12 contains 2724 members 
Mstep: Class 13 contains 4681 members 
Mstep: Class 14 contains 7276 members 
Mstep: Class 15 contains 41274 members 
Mstep: Class 16 contains 14591 members 
Mstep: Class 17 contains 4058 members 
Mstep: Class 18 contains 12893 members 
Mstep: Class 19 contains 7761 members 
Mstep: Class 20 contains 4780 members 
Mstep: Class 21 contains 54525 members 
Mstep: Class 22 contains 4616 members 
Mstep: Class 23 contains 9634 members 
Mstep: Class 24 contains 17549 members 
Mstep: Class 25 contains 545 members 
Mstep: Class 26 contains 29880 members 
Mstep: Class 27 contains 3197 members 
Mstep: Class 28 contains 18941 members 
Mstep: Class 29 contains 39719 members 
Mstep: Class 30 contains 18699 members 
Mstep: Class 31 contains 33317 members 
Mstep: Class 32 contains 5011 members 
Mstep: Class 33 contains 6392 members 
Mstep: Class 34 contains 9303 members 
Mstep: Class 35 contains 32343 members 
Mstep: Class 36 contains 12053 members 
Mstep: Class 37 contains 2579 members 
Mstep: Class 38 contains 17619 members 
Mstep: Class 39 contains 36923 members 
Mstep: Class 40 contains 2930 members 
Mstep: Class 41 contains 9805 members 
Mstep: Class 42 contains 6349 members 
Mstep: Class 43 contains 28069 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100287816.000000 Penalty: 95154.578125
Iteration 99Q: 44 clusters Score -1.002878e+08 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 499 members 
Mstep: Class 3 contains 21518 members 
Mstep: Class 4 contains 3340 members 
Mstep: Class 5 contains 24426 members 
Mstep: Class 6 contains 93996 members 
Mstep: Class 7 contains 2791 members 
Mstep: Class 8 contains 153856 members 
Mstep: Class 9 contains 5142 members 
Mstep: Class 10 contains 5258 members 
Mstep: Class 11 contains 8767 members 
Mstep: Class 12 contains 2720 members 
Mstep: Class 13 contains 4726 members 
Mstep: Class 14 contains 7276 members 
Mstep: Class 15 contains 41275 members 
Mstep: Class 16 contains 14566 members 
Mstep: Class 17 contains 4059 members 
Mstep: Class 18 contains 12889 members 
Mstep: Class 19 contains 7760 members 
Mstep: Class 20 contains 4764 members 
Mstep: Class 21 contains 54314 members 
Mstep: Class 22 contains 4616 members 
Mstep: Class 23 contains 9643 members 
Mstep: Class 24 contains 17541 members 
Mstep: Class 25 contains 546 members 
Mstep: Class 26 contains 29857 members 
Mstep: Class 27 contains 3199 members 
Mstep: Class 28 contains 18932 members 
Mstep: Class 29 contains 39578 members 
Mstep: Class 30 contains 18784 members 
Mstep: Class 31 contains 33507 members 
Mstep: Class 32 contains 5016 members 
Mstep: Class 33 contains 6391 members 
Mstep: Class 34 contains 9307 members 
Mstep: Class 35 contains 32349 members 
Mstep: Class 36 contains 12055 members 
Mstep: Class 37 contains 2607 members 
Mstep: Class 38 contains 17610 members 
Mstep: Class 39 contains 37029 members 
Mstep: Class 40 contains 2933 members 
Mstep: Class 41 contains 9791 members 
Mstep: Class 42 contains 6380 members 
Mstep: Class 43 contains 28147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100288104.000000 Penalty: 95154.578125
Iteration 100F: 44 clusters Score -1.002881e+08 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 499 members 
Mstep: Class 3 contains 21560 members 
Mstep: Class 4 contains 3340 members 
Mstep: Class 5 contains 24320 members 
Mstep: Class 6 contains 93963 members 
Mstep: Class 7 contains 2792 members 
Mstep: Class 8 contains 153800 members 
Mstep: Class 9 contains 5140 members 
Mstep: Class 10 contains 5259 members 
Mstep: Class 11 contains 8767 members 
Mstep: Class 12 contains 2718 members 
Mstep: Class 13 contains 4763 members 
Mstep: Class 14 contains 7272 members 
Mstep: Class 15 contains 41279 members 
Mstep: Class 16 contains 14551 members 
Mstep: Class 17 contains 4063 members 
Mstep: Class 18 contains 12889 members 
Mstep: Class 19 contains 7761 members 
Mstep: Class 20 contains 4751 members 
Mstep: Class 21 contains 54129 members 
Mstep: Class 22 contains 4611 members 
Mstep: Class 23 contains 9648 members 
Mstep: Class 24 contains 17534 members 
Mstep: Class 25 contains 545 members 
Mstep: Class 26 contains 29844 members 
Mstep: Class 27 contains 3206 members 
Mstep: Class 28 contains 18932 members 
Mstep: Class 29 contains 39457 members 
Mstep: Class 30 contains 18863 members 
Mstep: Class 31 contains 33689 members 
Mstep: Class 32 contains 5018 members 
Mstep: Class 33 contains 6391 members 
Mstep: Class 34 contains 9315 members 
Mstep: Class 35 contains 32359 members 
Mstep: Class 36 contains 12058 members 
Mstep: Class 37 contains 2637 members 
Mstep: Class 38 contains 17610 members 
Mstep: Class 39 contains 37119 members 
Mstep: Class 40 contains 2934 members 
Mstep: Class 41 contains 9772 members 
Mstep: Class 42 contains 6399 members 
Mstep: Class 43 contains 28205 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100288120.000000 Penalty: 95154.578125
Iteration 101Q: 44 clusters Score -1.002881e+08 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 499 members 
Mstep: Class 3 contains 21607 members 
Mstep: Class 4 contains 3339 members 
Mstep: Class 5 contains 24230 members 
Mstep: Class 6 contains 93945 members 
Mstep: Class 7 contains 2799 members 
Mstep: Class 8 contains 153739 members 
Mstep: Class 9 contains 5140 members 
Mstep: Class 10 contains 5257 members 
Mstep: Class 11 contains 8763 members 
Mstep: Class 12 contains 2716 members 
Mstep: Class 13 contains 4811 members 
Mstep: Class 14 contains 7286 members 
Mstep: Class 15 contains 41283 members 
Mstep: Class 16 contains 14538 members 
Mstep: Class 17 contains 4039 members 
Mstep: Class 18 contains 12886 members 
Mstep: Class 19 contains 7759 members 
Mstep: Class 20 contains 4744 members 
Mstep: Class 21 contains 53955 members 
Mstep: Class 22 contains 4612 members 
Mstep: Class 23 contains 9656 members 
Mstep: Class 24 contains 17518 members 
Mstep: Class 25 contains 535 members 
Mstep: Class 26 contains 29835 members 
Mstep: Class 27 contains 3215 members 
Mstep: Class 28 contains 18941 members 
Mstep: Class 29 contains 39315 members 
Mstep: Class 30 contains 18908 members 
Mstep: Class 31 contains 33865 members 
Mstep: Class 32 contains 5019 members 
Mstep: Class 33 contains 6393 members 
Mstep: Class 34 contains 9323 members 
Mstep: Class 35 contains 32364 members 
Mstep: Class 36 contains 12061 members 
Mstep: Class 37 contains 2657 members 
Mstep: Class 38 contains 17606 members 
Mstep: Class 39 contains 37216 members 
Mstep: Class 40 contains 2931 members 
Mstep: Class 41 contains 9766 members 
Mstep: Class 42 contains 6427 members 
Mstep: Class 43 contains 28265 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100288512.000000 Penalty: 95154.578125
Iteration 102Q: 44 clusters Score -1.002885e+08 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 499 members 
Mstep: Class 3 contains 21642 members 
Mstep: Class 4 contains 3338 members 
Mstep: Class 5 contains 24141 members 
Mstep: Class 6 contains 93930 members 
Mstep: Class 7 contains 2805 members 
Mstep: Class 8 contains 153688 members 
Mstep: Class 9 contains 5141 members 
Mstep: Class 10 contains 5252 members 
Mstep: Class 11 contains 8762 members 
Mstep: Class 12 contains 2714 members 
Mstep: Class 13 contains 4850 members 
Mstep: Class 14 contains 7308 members 
Mstep: Class 15 contains 41286 members 
Mstep: Class 16 contains 14520 members 
Mstep: Class 17 contains 4007 members 
Mstep: Class 18 contains 12884 members 
Mstep: Class 19 contains 7759 members 
Mstep: Class 20 contains 4731 members 
Mstep: Class 21 contains 53785 members 
Mstep: Class 22 contains 4604 members 
Mstep: Class 23 contains 9665 members 
Mstep: Class 24 contains 17490 members 
Mstep: Class 25 contains 524 members 
Mstep: Class 26 contains 29820 members 
Mstep: Class 27 contains 3221 members 
Mstep: Class 28 contains 18922 members 
Mstep: Class 29 contains 39199 members 
Mstep: Class 30 contains 18952 members 
Mstep: Class 31 contains 34041 members 
Mstep: Class 32 contains 5023 members 
Mstep: Class 33 contains 6391 members 
Mstep: Class 34 contains 9325 members 
Mstep: Class 35 contains 32372 members 
Mstep: Class 36 contains 12062 members 
Mstep: Class 37 contains 2679 members 
Mstep: Class 38 contains 17599 members 
Mstep: Class 39 contains 37365 members 
Mstep: Class 40 contains 2931 members 
Mstep: Class 41 contains 9758 members 
Mstep: Class 42 contains 6454 members 
Mstep: Class 43 contains 28323 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100288768.000000 Penalty: 95154.578125
Iteration 103Q: 44 clusters Score -1.002888e+08 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 499 members 
Mstep: Class 3 contains 21672 members 
Mstep: Class 4 contains 3338 members 
Mstep: Class 5 contains 24047 members 
Mstep: Class 6 contains 93913 members 
Mstep: Class 7 contains 2807 members 
Mstep: Class 8 contains 153658 members 
Mstep: Class 9 contains 5144 members 
Mstep: Class 10 contains 5256 members 
Mstep: Class 11 contains 8758 members 
Mstep: Class 12 contains 2711 members 
Mstep: Class 13 contains 4879 members 
Mstep: Class 14 contains 7328 members 
Mstep: Class 15 contains 41294 members 
Mstep: Class 16 contains 14502 members 
Mstep: Class 17 contains 3984 members 
Mstep: Class 18 contains 12883 members 
Mstep: Class 19 contains 7759 members 
Mstep: Class 20 contains 4714 members 
Mstep: Class 21 contains 53632 members 
Mstep: Class 22 contains 4601 members 
Mstep: Class 23 contains 9679 members 
Mstep: Class 24 contains 17476 members 
Mstep: Class 25 contains 519 members 
Mstep: Class 26 contains 29803 members 
Mstep: Class 27 contains 3224 members 
Mstep: Class 28 contains 18901 members 
Mstep: Class 29 contains 39099 members 
Mstep: Class 30 contains 18992 members 
Mstep: Class 31 contains 34177 members 
Mstep: Class 32 contains 5020 members 
Mstep: Class 33 contains 6390 members 
Mstep: Class 34 contains 9329 members 
Mstep: Class 35 contains 32380 members 
Mstep: Class 36 contains 12061 members 
Mstep: Class 37 contains 2696 members 
Mstep: Class 38 contains 17594 members 
Mstep: Class 39 contains 37498 members 
Mstep: Class 40 contains 2934 members 
Mstep: Class 41 contains 9741 members 
Mstep: Class 42 contains 6493 members 
Mstep: Class 43 contains 28376 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100288960.000000 Penalty: 95154.578125
Iteration 104Q: 44 clusters Score -1.00289e+08 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 499 members 
Mstep: Class 3 contains 21700 members 
Mstep: Class 4 contains 3337 members 
Mstep: Class 5 contains 23956 members 
Mstep: Class 6 contains 93902 members 
Mstep: Class 7 contains 2809 members 
Mstep: Class 8 contains 153626 members 
Mstep: Class 9 contains 5145 members 
Mstep: Class 10 contains 5266 members 
Mstep: Class 11 contains 8757 members 
Mstep: Class 12 contains 2707 members 
Mstep: Class 13 contains 4908 members 
Mstep: Class 14 contains 7356 members 
Mstep: Class 15 contains 41299 members 
Mstep: Class 16 contains 14482 members 
Mstep: Class 17 contains 3977 members 
Mstep: Class 18 contains 12882 members 
Mstep: Class 19 contains 7757 members 
Mstep: Class 20 contains 4701 members 
Mstep: Class 21 contains 53470 members 
Mstep: Class 22 contains 4598 members 
Mstep: Class 23 contains 9686 members 
Mstep: Class 24 contains 17458 members 
Mstep: Class 25 contains 515 members 
Mstep: Class 26 contains 29785 members 
Mstep: Class 27 contains 3219 members 
Mstep: Class 28 contains 18876 members 
Mstep: Class 29 contains 39023 members 
Mstep: Class 30 contains 19022 members 
Mstep: Class 31 contains 34299 members 
Mstep: Class 32 contains 5020 members 
Mstep: Class 33 contains 6389 members 
Mstep: Class 34 contains 9331 members 
Mstep: Class 35 contains 32391 members 
Mstep: Class 36 contains 12062 members 
Mstep: Class 37 contains 2711 members 
Mstep: Class 38 contains 17587 members 
Mstep: Class 39 contains 37614 members 
Mstep: Class 40 contains 2935 members 
Mstep: Class 41 contains 9734 members 
Mstep: Class 42 contains 6530 members 
Mstep: Class 43 contains 28439 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100289216.000000 Penalty: 95154.578125
Iteration 105Q: 44 clusters Score -1.002892e+08 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 499 members 
Mstep: Class 3 contains 21717 members 
Mstep: Class 4 contains 3337 members 
Mstep: Class 5 contains 23866 members 
Mstep: Class 6 contains 93892 members 
Mstep: Class 7 contains 2809 members 
Mstep: Class 8 contains 153587 members 
Mstep: Class 9 contains 5144 members 
Mstep: Class 10 contains 5274 members 
Mstep: Class 11 contains 8756 members 
Mstep: Class 12 contains 2704 members 
Mstep: Class 13 contains 4930 members 
Mstep: Class 14 contains 7378 members 
Mstep: Class 15 contains 41298 members 
Mstep: Class 16 contains 14470 members 
Mstep: Class 17 contains 3998 members 
Mstep: Class 18 contains 12880 members 
Mstep: Class 19 contains 7757 members 
Mstep: Class 20 contains 4691 members 
Mstep: Class 21 contains 53315 members 
Mstep: Class 22 contains 4595 members 
Mstep: Class 23 contains 9689 members 
Mstep: Class 24 contains 17444 members 
Mstep: Class 25 contains 514 members 
Mstep: Class 26 contains 29771 members 
Mstep: Class 27 contains 3222 members 
Mstep: Class 28 contains 18848 members 
Mstep: Class 29 contains 38948 members 
Mstep: Class 30 contains 19066 members 
Mstep: Class 31 contains 34407 members 
Mstep: Class 32 contains 5020 members 
Mstep: Class 33 contains 6387 members 
Mstep: Class 34 contains 9332 members 
Mstep: Class 35 contains 32407 members 
Mstep: Class 36 contains 12063 members 
Mstep: Class 37 contains 2716 members 
Mstep: Class 38 contains 17576 members 
Mstep: Class 39 contains 37735 members 
Mstep: Class 40 contains 2939 members 
Mstep: Class 41 contains 9721 members 
Mstep: Class 42 contains 6558 members 
Mstep: Class 43 contains 28499 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100289192.000000 Penalty: 95154.578125
Iteration 106Q: 44 clusters Score -1.002892e+08 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 499 members 
Mstep: Class 3 contains 21737 members 
Mstep: Class 4 contains 3336 members 
Mstep: Class 5 contains 23771 members 
Mstep: Class 6 contains 93871 members 
Mstep: Class 7 contains 2810 members 
Mstep: Class 8 contains 153547 members 
Mstep: Class 9 contains 5145 members 
Mstep: Class 10 contains 5273 members 
Mstep: Class 11 contains 8756 members 
Mstep: Class 12 contains 2701 members 
Mstep: Class 13 contains 4947 members 
Mstep: Class 14 contains 7407 members 
Mstep: Class 15 contains 41303 members 
Mstep: Class 16 contains 14455 members 
Mstep: Class 17 contains 4015 members 
Mstep: Class 18 contains 12880 members 
Mstep: Class 19 contains 7756 members 
Mstep: Class 20 contains 4685 members 
Mstep: Class 21 contains 53153 members 
Mstep: Class 22 contains 4591 members 
Mstep: Class 23 contains 9694 members 
Mstep: Class 24 contains 17433 members 
Mstep: Class 25 contains 514 members 
Mstep: Class 26 contains 29767 members 
Mstep: Class 27 contains 3221 members 
Mstep: Class 28 contains 18828 members 
Mstep: Class 29 contains 38870 members 
Mstep: Class 30 contains 19110 members 
Mstep: Class 31 contains 34541 members 
Mstep: Class 32 contains 5021 members 
Mstep: Class 33 contains 6387 members 
Mstep: Class 34 contains 9333 members 
Mstep: Class 35 contains 32419 members 
Mstep: Class 36 contains 12063 members 
Mstep: Class 37 contains 2727 members 
Mstep: Class 38 contains 17570 members 
Mstep: Class 39 contains 37847 members 
Mstep: Class 40 contains 2943 members 
Mstep: Class 41 contains 9694 members 
Mstep: Class 42 contains 6581 members 
Mstep: Class 43 contains 28558 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100289480.000000 Penalty: 95154.578125
Iteration 107Q: 44 clusters Score -1.002895e+08 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 499 members 
Mstep: Class 3 contains 21752 members 
Mstep: Class 4 contains 3336 members 
Mstep: Class 5 contains 23676 members 
Mstep: Class 6 contains 93860 members 
Mstep: Class 7 contains 2811 members 
Mstep: Class 8 contains 153495 members 
Mstep: Class 9 contains 5146 members 
Mstep: Class 10 contains 5274 members 
Mstep: Class 11 contains 8755 members 
Mstep: Class 12 contains 2699 members 
Mstep: Class 13 contains 4958 members 
Mstep: Class 14 contains 7419 members 
Mstep: Class 15 contains 41313 members 
Mstep: Class 16 contains 14444 members 
Mstep: Class 17 contains 4038 members 
Mstep: Class 18 contains 12880 members 
Mstep: Class 19 contains 7756 members 
Mstep: Class 20 contains 4678 members 
Mstep: Class 21 contains 53005 members 
Mstep: Class 22 contains 4585 members 
Mstep: Class 23 contains 9702 members 
Mstep: Class 24 contains 17424 members 
Mstep: Class 25 contains 513 members 
Mstep: Class 26 contains 29757 members 
Mstep: Class 27 contains 3221 members 
Mstep: Class 28 contains 18803 members 
Mstep: Class 29 contains 38816 members 
Mstep: Class 30 contains 19162 members 
Mstep: Class 31 contains 34669 members 
Mstep: Class 32 contains 5021 members 
Mstep: Class 33 contains 6386 members 
Mstep: Class 34 contains 9331 members 
Mstep: Class 35 contains 32437 members 
Mstep: Class 36 contains 12066 members 
Mstep: Class 37 contains 2734 members 
Mstep: Class 38 contains 17562 members 
Mstep: Class 39 contains 37967 members 
Mstep: Class 40 contains 2941 members 
Mstep: Class 41 contains 9666 members 
Mstep: Class 42 contains 6613 members 
Mstep: Class 43 contains 28589 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100289536.000000 Penalty: 95154.578125
Iteration 108Q: 44 clusters Score -1.002895e+08 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 499 members 
Mstep: Class 3 contains 21773 members 
Mstep: Class 4 contains 3336 members 
Mstep: Class 5 contains 23594 members 
Mstep: Class 6 contains 93845 members 
Mstep: Class 7 contains 2810 members 
Mstep: Class 8 contains 153458 members 
Mstep: Class 9 contains 5148 members 
Mstep: Class 10 contains 5279 members 
Mstep: Class 11 contains 8756 members 
Mstep: Class 12 contains 2698 members 
Mstep: Class 13 contains 4966 members 
Mstep: Class 14 contains 7434 members 
Mstep: Class 15 contains 41327 members 
Mstep: Class 16 contains 14435 members 
Mstep: Class 17 contains 4061 members 
Mstep: Class 18 contains 12880 members 
Mstep: Class 19 contains 7754 members 
Mstep: Class 20 contains 4674 members 
Mstep: Class 21 contains 52876 members 
Mstep: Class 22 contains 4583 members 
Mstep: Class 23 contains 9706 members 
Mstep: Class 24 contains 17414 members 
Mstep: Class 25 contains 514 members 
Mstep: Class 26 contains 29738 members 
Mstep: Class 27 contains 3220 members 
Mstep: Class 28 contains 18788 members 
Mstep: Class 29 contains 38769 members 
Mstep: Class 30 contains 19207 members 
Mstep: Class 31 contains 34777 members 
Mstep: Class 32 contains 5024 members 
Mstep: Class 33 contains 6385 members 
Mstep: Class 34 contains 9332 members 
Mstep: Class 35 contains 32451 members 
Mstep: Class 36 contains 12067 members 
Mstep: Class 37 contains 2739 members 
Mstep: Class 38 contains 17551 members 
Mstep: Class 39 contains 38050 members 
Mstep: Class 40 contains 2937 members 
Mstep: Class 41 contains 9641 members 
Mstep: Class 42 contains 6634 members 
Mstep: Class 43 contains 28629 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100289480.000000 Penalty: 95154.578125
Iteration 109Q: 44 clusters Score -1.002895e+08 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 499 members 
Mstep: Class 3 contains 21789 members 
Mstep: Class 4 contains 3336 members 
Mstep: Class 5 contains 23485 members 
Mstep: Class 6 contains 93851 members 
Mstep: Class 7 contains 2809 members 
Mstep: Class 8 contains 153436 members 
Mstep: Class 9 contains 5147 members 
Mstep: Class 10 contains 5284 members 
Mstep: Class 11 contains 8756 members 
Mstep: Class 12 contains 2697 members 
Mstep: Class 13 contains 4977 members 
Mstep: Class 14 contains 7442 members 
Mstep: Class 15 contains 41337 members 
Mstep: Class 16 contains 14425 members 
Mstep: Class 17 contains 4093 members 
Mstep: Class 18 contains 12880 members 
Mstep: Class 19 contains 7752 members 
Mstep: Class 20 contains 4660 members 
Mstep: Class 21 contains 52748 members 
Mstep: Class 22 contains 4579 members 
Mstep: Class 23 contains 9712 members 
Mstep: Class 24 contains 17399 members 
Mstep: Class 25 contains 514 members 
Mstep: Class 26 contains 29730 members 
Mstep: Class 27 contains 3218 members 
Mstep: Class 28 contains 18772 members 
Mstep: Class 29 contains 38732 members 
Mstep: Class 30 contains 19256 members 
Mstep: Class 31 contains 34895 members 
Mstep: Class 32 contains 5026 members 
Mstep: Class 33 contains 6390 members 
Mstep: Class 34 contains 9332 members 
Mstep: Class 35 contains 32463 members 
Mstep: Class 36 contains 12067 members 
Mstep: Class 37 contains 2743 members 
Mstep: Class 38 contains 17542 members 
Mstep: Class 39 contains 38129 members 
Mstep: Class 40 contains 2936 members 
Mstep: Class 41 contains 9621 members 
Mstep: Class 42 contains 6652 members 
Mstep: Class 43 contains 28648 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100289560.000000 Penalty: 95154.578125
Iteration 110Q: 44 clusters Score -1.002896e+08 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 499 members 
Mstep: Class 3 contains 21810 members 
Mstep: Class 4 contains 3336 members 
Mstep: Class 5 contains 23402 members 
Mstep: Class 6 contains 93854 members 
Mstep: Class 7 contains 2809 members 
Mstep: Class 8 contains 153419 members 
Mstep: Class 9 contains 5147 members 
Mstep: Class 10 contains 5281 members 
Mstep: Class 11 contains 8756 members 
Mstep: Class 12 contains 2697 members 
Mstep: Class 13 contains 4987 members 
Mstep: Class 14 contains 7458 members 
Mstep: Class 15 contains 41348 members 
Mstep: Class 16 contains 14414 members 
Mstep: Class 17 contains 4122 members 
Mstep: Class 18 contains 12880 members 
Mstep: Class 19 contains 7751 members 
Mstep: Class 20 contains 4648 members 
Mstep: Class 21 contains 52610 members 
Mstep: Class 22 contains 4572 members 
Mstep: Class 23 contains 9710 members 
Mstep: Class 24 contains 17388 members 
Mstep: Class 25 contains 514 members 
Mstep: Class 26 contains 29729 members 
Mstep: Class 27 contains 3217 members 
Mstep: Class 28 contains 18765 members 
Mstep: Class 29 contains 38702 members 
Mstep: Class 30 contains 19276 members 
Mstep: Class 31 contains 34999 members 
Mstep: Class 32 contains 5024 members 
Mstep: Class 33 contains 6388 members 
Mstep: Class 34 contains 9332 members 
Mstep: Class 35 contains 32478 members 
Mstep: Class 36 contains 12067 members 
Mstep: Class 37 contains 2752 members 
Mstep: Class 38 contains 17531 members 
Mstep: Class 39 contains 38193 members 
Mstep: Class 40 contains 2933 members 
Mstep: Class 41 contains 9610 members 
Mstep: Class 42 contains 6678 members 
Mstep: Class 43 contains 28673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100289720.000000 Penalty: 95154.578125
Iteration 111Q: 44 clusters Score -1.002897e+08 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 499 members 
Mstep: Class 3 contains 21819 members 
Mstep: Class 4 contains 3335 members 
Mstep: Class 5 contains 23325 members 
Mstep: Class 6 contains 93845 members 
Mstep: Class 7 contains 2808 members 
Mstep: Class 8 contains 153408 members 
Mstep: Class 9 contains 5149 members 
Mstep: Class 10 contains 5283 members 
Mstep: Class 11 contains 8755 members 
Mstep: Class 12 contains 2696 members 
Mstep: Class 13 contains 4997 members 
Mstep: Class 14 contains 7475 members 
Mstep: Class 15 contains 41353 members 
Mstep: Class 16 contains 14402 members 
Mstep: Class 17 contains 4147 members 
Mstep: Class 18 contains 12880 members 
Mstep: Class 19 contains 7744 members 
Mstep: Class 20 contains 4638 members 
Mstep: Class 21 contains 52498 members 
Mstep: Class 22 contains 4567 members 
Mstep: Class 23 contains 9712 members 
Mstep: Class 24 contains 17383 members 
Mstep: Class 25 contains 515 members 
Mstep: Class 26 contains 29728 members 
Mstep: Class 27 contains 3218 members 
Mstep: Class 28 contains 18746 members 
Mstep: Class 29 contains 38677 members 
Mstep: Class 30 contains 19296 members 
Mstep: Class 31 contains 35088 members 
Mstep: Class 32 contains 5025 members 
Mstep: Class 33 contains 6383 members 
Mstep: Class 34 contains 9333 members 
Mstep: Class 35 contains 32501 members 
Mstep: Class 36 contains 12067 members 
Mstep: Class 37 contains 2755 members 
Mstep: Class 38 contains 17525 members 
Mstep: Class 39 contains 38252 members 
Mstep: Class 40 contains 2935 members 
Mstep: Class 41 contains 9604 members 
Mstep: Class 42 contains 6691 members 
Mstep: Class 43 contains 28702 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100289600.000000 Penalty: 95154.578125
Iteration 112Q: 44 clusters Score -1.002896e+08 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 499 members 
Mstep: Class 3 contains 21830 members 
Mstep: Class 4 contains 3335 members 
Mstep: Class 5 contains 23265 members 
Mstep: Class 6 contains 93852 members 
Mstep: Class 7 contains 2810 members 
Mstep: Class 8 contains 153400 members 
Mstep: Class 9 contains 5150 members 
Mstep: Class 10 contains 5285 members 
Mstep: Class 11 contains 8752 members 
Mstep: Class 12 contains 2695 members 
Mstep: Class 13 contains 5006 members 
Mstep: Class 14 contains 7481 members 
Mstep: Class 15 contains 41363 members 
Mstep: Class 16 contains 14396 members 
Mstep: Class 17 contains 4161 members 
Mstep: Class 18 contains 12880 members 
Mstep: Class 19 contains 7741 members 
Mstep: Class 20 contains 4628 members 
Mstep: Class 21 contains 52392 members 
Mstep: Class 22 contains 4565 members 
Mstep: Class 23 contains 9714 members 
Mstep: Class 24 contains 17374 members 
Mstep: Class 25 contains 515 members 
Mstep: Class 26 contains 29720 members 
Mstep: Class 27 contains 3221 members 
Mstep: Class 28 contains 18729 members 
Mstep: Class 29 contains 38658 members 
Mstep: Class 30 contains 19309 members 
Mstep: Class 31 contains 35154 members 
Mstep: Class 32 contains 5025 members 
Mstep: Class 33 contains 6382 members 
Mstep: Class 34 contains 9335 members 
Mstep: Class 35 contains 32515 members 
Mstep: Class 36 contains 12067 members 
Mstep: Class 37 contains 2761 members 
Mstep: Class 38 contains 17518 members 
Mstep: Class 39 contains 38308 members 
Mstep: Class 40 contains 2940 members 
Mstep: Class 41 contains 9598 members 
Mstep: Class 42 contains 6703 members 
Mstep: Class 43 contains 28727 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100289552.000000 Penalty: 95154.578125
Iteration 113Q: 44 clusters Score -1.002896e+08 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 499 members 
Mstep: Class 3 contains 21856 members 
Mstep: Class 4 contains 3335 members 
Mstep: Class 5 contains 23206 members 
Mstep: Class 6 contains 93854 members 
Mstep: Class 7 contains 2815 members 
Mstep: Class 8 contains 153391 members 
Mstep: Class 9 contains 5149 members 
Mstep: Class 10 contains 5282 members 
Mstep: Class 11 contains 8751 members 
Mstep: Class 12 contains 2695 members 
Mstep: Class 13 contains 5009 members 
Mstep: Class 14 contains 7491 members 
Mstep: Class 15 contains 41368 members 
Mstep: Class 16 contains 14392 members 
Mstep: Class 17 contains 4173 members 
Mstep: Class 18 contains 12880 members 
Mstep: Class 19 contains 7740 members 
Mstep: Class 20 contains 4625 members 
Mstep: Class 21 contains 52268 members 
Mstep: Class 22 contains 4564 members 
Mstep: Class 23 contains 9712 members 
Mstep: Class 24 contains 17361 members 
Mstep: Class 25 contains 512 members 
Mstep: Class 26 contains 29716 members 
Mstep: Class 27 contains 3223 members 
Mstep: Class 28 contains 18721 members 
Mstep: Class 29 contains 38631 members 
Mstep: Class 30 contains 19351 members 
Mstep: Class 31 contains 35220 members 
Mstep: Class 32 contains 5026 members 
Mstep: Class 33 contains 6381 members 
Mstep: Class 34 contains 9338 members 
Mstep: Class 35 contains 32520 members 
Mstep: Class 36 contains 12069 members 
Mstep: Class 37 contains 2766 members 
Mstep: Class 38 contains 17515 members 
Mstep: Class 39 contains 38356 members 
Mstep: Class 40 contains 2942 members 
Mstep: Class 41 contains 9596 members 
Mstep: Class 42 contains 6707 members 
Mstep: Class 43 contains 28753 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100289600.000000 Penalty: 95154.578125
Iteration 114Q: 44 clusters Score -1.002896e+08 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 499 members 
Mstep: Class 3 contains 21868 members 
Mstep: Class 4 contains 3334 members 
Mstep: Class 5 contains 23159 members 
Mstep: Class 6 contains 93855 members 
Mstep: Class 7 contains 2819 members 
Mstep: Class 8 contains 153386 members 
Mstep: Class 9 contains 5147 members 
Mstep: Class 10 contains 5281 members 
Mstep: Class 11 contains 8749 members 
Mstep: Class 12 contains 2695 members 
Mstep: Class 13 contains 5014 members 
Mstep: Class 14 contains 7503 members 
Mstep: Class 15 contains 41369 members 
Mstep: Class 16 contains 14391 members 
Mstep: Class 17 contains 4180 members 
Mstep: Class 18 contains 12880 members 
Mstep: Class 19 contains 7741 members 
Mstep: Class 20 contains 4619 members 
Mstep: Class 21 contains 52160 members 
Mstep: Class 22 contains 4562 members 
Mstep: Class 23 contains 9713 members 
Mstep: Class 24 contains 17350 members 
Mstep: Class 25 contains 509 members 
Mstep: Class 26 contains 29714 members 
Mstep: Class 27 contains 3226 members 
Mstep: Class 28 contains 18720 members 
Mstep: Class 29 contains 38613 members 
Mstep: Class 30 contains 19397 members 
Mstep: Class 31 contains 35282 members 
Mstep: Class 32 contains 5026 members 
Mstep: Class 33 contains 6378 members 
Mstep: Class 34 contains 9342 members 
Mstep: Class 35 contains 32525 members 
Mstep: Class 36 contains 12073 members 
Mstep: Class 37 contains 2768 members 
Mstep: Class 38 contains 17516 members 
Mstep: Class 39 contains 38383 members 
Mstep: Class 40 contains 2942 members 
Mstep: Class 41 contains 9594 members 
Mstep: Class 42 contains 6708 members 
Mstep: Class 43 contains 28769 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100289608.000000 Penalty: 95154.578125
Iteration 115Q: 44 clusters Score -1.002896e+08 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 500 members 
Mstep: Class 3 contains 21875 members 
Mstep: Class 4 contains 3333 members 
Mstep: Class 5 contains 23110 members 
Mstep: Class 6 contains 93865 members 
Mstep: Class 7 contains 2820 members 
Mstep: Class 8 contains 153374 members 
Mstep: Class 9 contains 5149 members 
Mstep: Class 10 contains 5282 members 
Mstep: Class 11 contains 8749 members 
Mstep: Class 12 contains 2694 members 
Mstep: Class 13 contains 5021 members 
Mstep: Class 14 contains 7514 members 
Mstep: Class 15 contains 41368 members 
Mstep: Class 16 contains 14387 members 
Mstep: Class 17 contains 4185 members 
Mstep: Class 18 contains 12880 members 
Mstep: Class 19 contains 7740 members 
Mstep: Class 20 contains 4620 members 
Mstep: Class 21 contains 52065 members 
Mstep: Class 22 contains 4556 members 
Mstep: Class 23 contains 9715 members 
Mstep: Class 24 contains 17338 members 
Mstep: Class 25 contains 508 members 
Mstep: Class 26 contains 29709 members 
Mstep: Class 27 contains 3225 members 
Mstep: Class 28 contains 18717 members 
Mstep: Class 29 contains 38612 members 
Mstep: Class 30 contains 19428 members 
Mstep: Class 31 contains 35343 members 
Mstep: Class 32 contains 5026 members 
Mstep: Class 33 contains 6375 members 
Mstep: Class 34 contains 9341 members 
Mstep: Class 35 contains 32547 members 
Mstep: Class 36 contains 12075 members 
Mstep: Class 37 contains 2771 members 
Mstep: Class 38 contains 17513 members 
Mstep: Class 39 contains 38411 members 
Mstep: Class 40 contains 2942 members 
Mstep: Class 41 contains 9594 members 
Mstep: Class 42 contains 6710 members 
Mstep: Class 43 contains 28772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100289816.000000 Penalty: 95154.578125
Iteration 116Q: 44 clusters Score -1.002898e+08 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 500 members 
Mstep: Class 3 contains 21889 members 
Mstep: Class 4 contains 3332 members 
Mstep: Class 5 contains 23055 members 
Mstep: Class 6 contains 93872 members 
Mstep: Class 7 contains 2820 members 
Mstep: Class 8 contains 153366 members 
Mstep: Class 9 contains 5148 members 
Mstep: Class 10 contains 5281 members 
Mstep: Class 11 contains 8749 members 
Mstep: Class 12 contains 2692 members 
Mstep: Class 13 contains 5032 members 
Mstep: Class 14 contains 7519 members 
Mstep: Class 15 contains 41366 members 
Mstep: Class 16 contains 14383 members 
Mstep: Class 17 contains 4191 members 
Mstep: Class 18 contains 12880 members 
Mstep: Class 19 contains 7738 members 
Mstep: Class 20 contains 4611 members 
Mstep: Class 21 contains 51975 members 
Mstep: Class 22 contains 4557 members 
Mstep: Class 23 contains 9717 members 
Mstep: Class 24 contains 17326 members 
Mstep: Class 25 contains 508 members 
Mstep: Class 26 contains 29710 members 
Mstep: Class 27 contains 3225 members 
Mstep: Class 28 contains 18715 members 
Mstep: Class 29 contains 38612 members 
Mstep: Class 30 contains 19452 members 
Mstep: Class 31 contains 35408 members 
Mstep: Class 32 contains 5026 members 
Mstep: Class 33 contains 6374 members 
Mstep: Class 34 contains 9342 members 
Mstep: Class 35 contains 32558 members 
Mstep: Class 36 contains 12075 members 
Mstep: Class 37 contains 2775 members 
Mstep: Class 38 contains 17512 members 
Mstep: Class 39 contains 38443 members 
Mstep: Class 40 contains 2944 members 
Mstep: Class 41 contains 9587 members 
Mstep: Class 42 contains 6715 members 
Mstep: Class 43 contains 28779 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100289976.000000 Penalty: 95154.578125
Iteration 117Q: 44 clusters Score -1.0029e+08 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 499 members 
Mstep: Class 3 contains 21902 members 
Mstep: Class 4 contains 3331 members 
Mstep: Class 5 contains 23001 members 
Mstep: Class 6 contains 93871 members 
Mstep: Class 7 contains 2819 members 
Mstep: Class 8 contains 153356 members 
Mstep: Class 9 contains 5149 members 
Mstep: Class 10 contains 5283 members 
Mstep: Class 11 contains 8749 members 
Mstep: Class 12 contains 2690 members 
Mstep: Class 13 contains 5040 members 
Mstep: Class 14 contains 7524 members 
Mstep: Class 15 contains 41366 members 
Mstep: Class 16 contains 14380 members 
Mstep: Class 17 contains 4192 members 
Mstep: Class 18 contains 12880 members 
Mstep: Class 19 contains 7738 members 
Mstep: Class 20 contains 4609 members 
Mstep: Class 21 contains 51895 members 
Mstep: Class 22 contains 4555 members 
Mstep: Class 23 contains 9719 members 
Mstep: Class 24 contains 17317 members 
Mstep: Class 25 contains 509 members 
Mstep: Class 26 contains 29703 members 
Mstep: Class 27 contains 3226 members 
Mstep: Class 28 contains 18709 members 
Mstep: Class 29 contains 38609 members 
Mstep: Class 30 contains 19471 members 
Mstep: Class 31 contains 35469 members 
Mstep: Class 32 contains 5026 members 
Mstep: Class 33 contains 6372 members 
Mstep: Class 34 contains 9343 members 
Mstep: Class 35 contains 32569 members 
Mstep: Class 36 contains 12077 members 
Mstep: Class 37 contains 2781 members 
Mstep: Class 38 contains 17511 members 
Mstep: Class 39 contains 38484 members 
Mstep: Class 40 contains 2943 members 
Mstep: Class 41 contains 9583 members 
Mstep: Class 42 contains 6722 members 
Mstep: Class 43 contains 28787 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100289952.000000 Penalty: 95154.578125
Iteration 118Q: 44 clusters Score -1.0029e+08 nChanged 330
Entering ConstructFrom: 
Score: -100289952.000000 Penalty: 95154.578125
Entering ConstructFrom: 
Trying to split cluster 1 (820 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Entering Unmasked Estep 
Score: -103140.265625 Penalty: 1090.261963
	Iteration 0F: 2 clusters Score -103140.3 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 428 members 
Entering Unmasked Estep 
Score: -101804.187500 Penalty: 2180.523926
	Iteration 0F: 3 clusters Score -101804.2 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -102015.031250 Penalty: 2180.523926
	Iteration 1F: 3 clusters Score -102015 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -102078.937500 Penalty: 2180.523926
	Iteration 2F: 3 clusters Score -102078.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -102115.351562 Penalty: 2180.523926
	Iteration 3Q: 3 clusters Score -102115.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -102138.835938 Penalty: 2180.523926
	Iteration 4Q: 3 clusters Score -102138.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -102152.398438 Penalty: 2180.523926
	Iteration 5Q: 3 clusters Score -102152.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -102160.914062 Penalty: 2180.523926
	Iteration 6Q: 3 clusters Score -102160.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -102172.242188 Penalty: 2180.523926
	Iteration 7Q: 3 clusters Score -102172.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -102179.390625 Penalty: 2180.523926
	Iteration 8Q: 3 clusters Score -102179.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -102181.687500 Penalty: 2180.523926
	Iteration 9Q: 3 clusters Score -102181.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -102187.351562 Penalty: 2180.523926
	Iteration 10Q: 3 clusters Score -102187.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -102190.421875 Penalty: 2180.523926
	Iteration 11Q: 3 clusters Score -102190.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -102193.062500 Penalty: 2180.523926
	Iteration 12Q: 3 clusters Score -102193.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -102194.046875 Penalty: 2180.523926
	Iteration 13Q: 3 clusters Score -102194 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -102194.046875 Penalty: 2180.523926
	Iteration 14F: 3 clusters Score -102194 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (499 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Entering Unmasked Estep 
Score: -53380.902344 Penalty: 1009.548462
	Iteration 0F: 2 clusters Score -53380.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -52448.777344 Penalty: 2019.096924
	Iteration 0F: 3 clusters Score -52448.78 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -52741.437500 Penalty: 2019.096924
	Iteration 1F: 3 clusters Score -52741.44 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -52859.421875 Penalty: 2019.096924
	Iteration 2F: 3 clusters Score -52859.42 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -52955.523438 Penalty: 2019.096924
	Iteration 3F: 3 clusters Score -52955.52 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -53014.300781 Penalty: 2019.096924
	Iteration 4Q: 3 clusters Score -53014.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -53039.640625 Penalty: 2019.096924
	Iteration 5Q: 3 clusters Score -53039.64 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -53045.867188 Penalty: 2019.096924
	Iteration 6Q: 3 clusters Score -53045.87 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -53050.097656 Penalty: 2019.096924
	Iteration 7Q: 3 clusters Score -53050.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -53050.097656 Penalty: 2019.096924
	Iteration 8F: 3 clusters Score -53050.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (21915 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21915 members 
Entering Unmasked Estep 
Score: -2799640.500000 Penalty: 1624.175537
	Iteration 0F: 2 clusters Score -2799640 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11017 members 
Mstep: Class 2 contains 10898 members 
Entering Unmasked Estep 
Score: -2784709.500000 Penalty: 3248.351074
	Iteration 0F: 3 clusters Score -2784710 nChanged 9986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11303 members 
Mstep: Class 2 contains 10612 members 
Entering Unmasked Estep 
Score: -2790125.500000 Penalty: 3248.351074
	Iteration 1F: 3 clusters Score -2790126 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11567 members 
Mstep: Class 2 contains 10348 members 
Entering Unmasked Estep 
Score: -2790622.000000 Penalty: 3248.351074
	Iteration 2F: 3 clusters Score -2790622 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11968 members 
Mstep: Class 2 contains 9947 members 
Entering Unmasked Estep 
Score: -2791126.000000 Penalty: 3248.351074
	Iteration 3F: 3 clusters Score -2791126 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12494 members 
Mstep: Class 2 contains 9421 members 
Entering Unmasked Estep 
Score: -2791665.500000 Penalty: 3248.351074
	Iteration 4F: 3 clusters Score -2791666 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13229 members 
Mstep: Class 2 contains 8686 members 
Entering Unmasked Estep 
Score: -2792325.000000 Penalty: 3248.351074
	Iteration 5F: 3 clusters Score -2792325 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14178 members 
Mstep: Class 2 contains 7737 members 
Entering Unmasked Estep 
Score: -2793145.000000 Penalty: 3248.351074
	Iteration 6F: 3 clusters Score -2793145 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15270 members 
Mstep: Class 2 contains 6645 members 
Entering Unmasked Estep 
Score: -2794097.500000 Penalty: 3248.351074
	Iteration 7F: 3 clusters Score -2794098 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16433 members 
Mstep: Class 2 contains 5482 members 
Entering Unmasked Estep 
Score: -2795135.000000 Penalty: 3248.351074
	Iteration 8F: 3 clusters Score -2795135 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17513 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -2796130.750000 Penalty: 3248.351074
	Iteration 9F: 3 clusters Score -2796131 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18368 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -2796907.000000 Penalty: 3248.351074
	Iteration 10Q: 3 clusters Score -2796907 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19004 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -2797454.250000 Penalty: 3248.351074
	Iteration 11Q: 3 clusters Score -2797454 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19433 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -2797800.500000 Penalty: 3248.351074
	Iteration 12Q: 3 clusters Score -2797800 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19730 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -2797987.000000 Penalty: 3248.351074
	Iteration 13Q: 3 clusters Score -2797987 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19951 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -2798121.000000 Penalty: 3248.351074
	Iteration 14Q: 3 clusters Score -2798121 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20154 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -2798251.750000 Penalty: 3248.351074
	Iteration 15Q: 3 clusters Score -2798252 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20308 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -2798315.500000 Penalty: 3248.351074
	Iteration 16Q: 3 clusters Score -2798316 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20431 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -2798367.500000 Penalty: 3248.351074
	Iteration 17Q: 3 clusters Score -2798368 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20539 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -2798407.500000 Penalty: 3248.351074
	Iteration 18Q: 3 clusters Score -2798408 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20645 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -2798459.500000 Penalty: 3248.351074
	Iteration 19Q: 3 clusters Score -2798460 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20723 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -2798499.250000 Penalty: 3248.351074
	Iteration 20F: 3 clusters Score -2798499 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20783 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -2798526.000000 Penalty: 3248.351074
	Iteration 21Q: 3 clusters Score -2798526 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20827 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -2798551.250000 Penalty: 3248.351074
	Iteration 22Q: 3 clusters Score -2798551 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20866 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -2798557.750000 Penalty: 3248.351074
	Iteration 23Q: 3 clusters Score -2798558 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20898 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -2798574.500000 Penalty: 3248.351074
	Iteration 24Q: 3 clusters Score -2798574 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20928 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -2798584.500000 Penalty: 3248.351074
	Iteration 25Q: 3 clusters Score -2798584 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20961 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -2798590.750000 Penalty: 3248.351074
	Iteration 26Q: 3 clusters Score -2798591 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20990 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -2798602.250000 Penalty: 3248.351074
	Iteration 27Q: 3 clusters Score -2798602 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21012 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -2798610.750000 Penalty: 3248.351074
	Iteration 28Q: 3 clusters Score -2798611 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21021 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -2798612.500000 Penalty: 3248.351074
	Iteration 29Q: 3 clusters Score -2798612 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21026 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -2798611.000000 Penalty: 3248.351074
	Iteration 30Q: 3 clusters Score -2798611 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21032 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -2798615.250000 Penalty: 3248.351074
	Iteration 31Q: 3 clusters Score -2798615 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21037 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -2798616.500000 Penalty: 3248.351074
	Iteration 32Q: 3 clusters Score -2798616 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21043 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -2798614.500000 Penalty: 3248.351074
	Iteration 33Q: 3 clusters Score -2798614 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21046 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -2798612.500000 Penalty: 3248.351074
	Iteration 34Q: 3 clusters Score -2798612 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21053 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -2798619.250000 Penalty: 3248.351074
	Iteration 35Q: 3 clusters Score -2798619 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21059 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -2798623.500000 Penalty: 3248.351074
	Iteration 36Q: 3 clusters Score -2798624 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21067 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -2798626.750000 Penalty: 3248.351074
	Iteration 37Q: 3 clusters Score -2798627 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21074 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -2798625.000000 Penalty: 3248.351074
	Iteration 38Q: 3 clusters Score -2798625 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21079 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -2798626.500000 Penalty: 3248.351074
	Iteration 39Q: 3 clusters Score -2798626 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21086 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -2798625.500000 Penalty: 3248.351074
	Iteration 40F: 3 clusters Score -2798626 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21092 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -2798628.750000 Penalty: 3248.351074
	Iteration 41Q: 3 clusters Score -2798629 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21098 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -2798631.500000 Penalty: 3248.351074
	Iteration 42Q: 3 clusters Score -2798632 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21105 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -2798629.500000 Penalty: 3248.351074
	Iteration 43Q: 3 clusters Score -2798630 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21109 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -2798627.750000 Penalty: 3248.351074
	Iteration 44Q: 3 clusters Score -2798628 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21112 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -2798629.500000 Penalty: 3248.351074
	Iteration 45Q: 3 clusters Score -2798630 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21117 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -2798631.750000 Penalty: 3248.351074
	Iteration 46Q: 3 clusters Score -2798632 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21122 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -2798633.750000 Penalty: 3248.351074
	Iteration 47Q: 3 clusters Score -2798634 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21125 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -2798633.250000 Penalty: 3248.351074
	Iteration 48Q: 3 clusters Score -2798633 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21127 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -2798635.000000 Penalty: 3248.351074
	Iteration 49Q: 3 clusters Score -2798635 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21131 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -2798638.500000 Penalty: 3248.351074
	Iteration 50Q: 3 clusters Score -2798638 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21133 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -2798643.250000 Penalty: 3248.351074
	Iteration 51Q: 3 clusters Score -2798643 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21135 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -2798641.750000 Penalty: 3248.351074
	Iteration 52Q: 3 clusters Score -2798642 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21137 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -2798642.750000 Penalty: 3248.351074
	Iteration 53Q: 3 clusters Score -2798643 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21138 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -2798644.250000 Penalty: 3248.351074
	Iteration 54Q: 3 clusters Score -2798644 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21139 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -2798644.000000 Penalty: 3248.351074
	Iteration 55Q: 3 clusters Score -2798644 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21140 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -2798647.250000 Penalty: 3248.351074
	Iteration 56Q: 3 clusters Score -2798647 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21141 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -2798652.250000 Penalty: 3248.351074
	Iteration 57Q: 3 clusters Score -2798652 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21141 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -2798652.250000 Penalty: 3248.351074
	Iteration 58F: 3 clusters Score -2798652 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (3330 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Entering Unmasked Estep 
Score: -417771.406250 Penalty: 1317.993164
	Iteration 0F: 2 clusters Score -417771.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -414849.375000 Penalty: 2635.986328
	Iteration 0F: 3 clusters Score -414849.4 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -415579.062500 Penalty: 2635.986328
	Iteration 1F: 3 clusters Score -415579.1 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -415734.875000 Penalty: 2635.986328
	Iteration 2F: 3 clusters Score -415734.9 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -415827.187500 Penalty: 2635.986328
	Iteration 3F: 3 clusters Score -415827.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -415894.625000 Penalty: 2635.986328
	Iteration 4Q: 3 clusters Score -415894.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -415955.968750 Penalty: 2635.986328
	Iteration 5Q: 3 clusters Score -415956 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -416007.437500 Penalty: 2635.986328
	Iteration 6Q: 3 clusters Score -416007.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -416053.812500 Penalty: 2635.986328
	Iteration 7Q: 3 clusters Score -416053.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -416103.062500 Penalty: 2635.986328
	Iteration 8Q: 3 clusters Score -416103.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -416139.218750 Penalty: 2635.986328
	Iteration 9Q: 3 clusters Score -416139.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -416177.718750 Penalty: 2635.986328
	Iteration 10Q: 3 clusters Score -416177.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -416216.625000 Penalty: 2635.986328
	Iteration 11Q: 3 clusters Score -416216.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -416260.625000 Penalty: 2635.986328
	Iteration 12Q: 3 clusters Score -416260.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -416307.125000 Penalty: 2635.986328
	Iteration 13Q: 3 clusters Score -416307.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -416362.218750 Penalty: 2635.986328
	Iteration 14Q: 3 clusters Score -416362.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -416413.031250 Penalty: 2635.986328
	Iteration 15Q: 3 clusters Score -416413 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -416459.843750 Penalty: 2635.986328
	Iteration 16Q: 3 clusters Score -416459.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -416499.093750 Penalty: 2635.986328
	Iteration 17Q: 3 clusters Score -416499.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -416535.000000 Penalty: 2635.986328
	Iteration 18Q: 3 clusters Score -416535 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -416564.718750 Penalty: 2635.986328
	Iteration 19Q: 3 clusters Score -416564.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -416593.718750 Penalty: 2635.986328
	Iteration 20F: 3 clusters Score -416593.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -416621.000000 Penalty: 2635.986328
	Iteration 21Q: 3 clusters Score -416621 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -416651.531250 Penalty: 2635.986328
	Iteration 22Q: 3 clusters Score -416651.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -416674.125000 Penalty: 2635.986328
	Iteration 23Q: 3 clusters Score -416674.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -416692.187500 Penalty: 2635.986328
	Iteration 24Q: 3 clusters Score -416692.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -416704.406250 Penalty: 2635.986328
	Iteration 25Q: 3 clusters Score -416704.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -416713.406250 Penalty: 2635.986328
	Iteration 26Q: 3 clusters Score -416713.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -416723.218750 Penalty: 2635.986328
	Iteration 27Q: 3 clusters Score -416723.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -416730.031250 Penalty: 2635.986328
	Iteration 28Q: 3 clusters Score -416730 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -416734.500000 Penalty: 2635.986328
	Iteration 29Q: 3 clusters Score -416734.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -416737.906250 Penalty: 2635.986328
	Iteration 30Q: 3 clusters Score -416737.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -416739.875000 Penalty: 2635.986328
	Iteration 31Q: 3 clusters Score -416739.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -416740.531250 Penalty: 2635.986328
	Iteration 32Q: 3 clusters Score -416740.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -416741.000000 Penalty: 2635.986328
	Iteration 33Q: 3 clusters Score -416741 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -416741.000000 Penalty: 2635.986328
	Iteration 34F: 3 clusters Score -416741 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (22958 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22958 members 
Entering Unmasked Estep 
Score: -2889586.250000 Penalty: 1631.731079
	Iteration 0F: 2 clusters Score -2889586 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11524 members 
Mstep: Class 2 contains 11434 members 
Entering Unmasked Estep 
Score: -2874074.750000 Penalty: 3263.462158
	Iteration 0F: 3 clusters Score -2874075 nChanged 10416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11822 members 
Mstep: Class 2 contains 11136 members 
Entering Unmasked Estep 
Score: -2879987.250000 Penalty: 3263.462158
	Iteration 1F: 3 clusters Score -2879987 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12028 members 
Mstep: Class 2 contains 10930 members 
Entering Unmasked Estep 
Score: -2880532.500000 Penalty: 3263.462158
	Iteration 2F: 3 clusters Score -2880532 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12310 members 
Mstep: Class 2 contains 10648 members 
Entering Unmasked Estep 
Score: -2881145.500000 Penalty: 3263.462158
	Iteration 3F: 3 clusters Score -2881146 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12625 members 
Mstep: Class 2 contains 10333 members 
Entering Unmasked Estep 
Score: -2881829.250000 Penalty: 3263.462158
	Iteration 4F: 3 clusters Score -2881829 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13077 members 
Mstep: Class 2 contains 9881 members 
Entering Unmasked Estep 
Score: -2882599.500000 Penalty: 3263.462158
	Iteration 5F: 3 clusters Score -2882600 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13604 members 
Mstep: Class 2 contains 9354 members 
Entering Unmasked Estep 
Score: -2883468.250000 Penalty: 3263.462158
	Iteration 6F: 3 clusters Score -2883468 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14186 members 
Mstep: Class 2 contains 8772 members 
Entering Unmasked Estep 
Score: -2884377.250000 Penalty: 3263.462158
	Iteration 7F: 3 clusters Score -2884377 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14784 members 
Mstep: Class 2 contains 8174 members 
Entering Unmasked Estep 
Score: -2885161.500000 Penalty: 3263.462158
	Iteration 8F: 3 clusters Score -2885162 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15315 members 
Mstep: Class 2 contains 7643 members 
Entering Unmasked Estep 
Score: -2885709.000000 Penalty: 3263.462158
	Iteration 9Q: 3 clusters Score -2885709 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15769 members 
Mstep: Class 2 contains 7189 members 
Entering Unmasked Estep 
Score: -2886011.500000 Penalty: 3263.462158
	Iteration 10Q: 3 clusters Score -2886012 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16179 members 
Mstep: Class 2 contains 6779 members 
Entering Unmasked Estep 
Score: -2886264.750000 Penalty: 3263.462158
	Iteration 11Q: 3 clusters Score -2886265 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16582 members 
Mstep: Class 2 contains 6376 members 
Entering Unmasked Estep 
Score: -2886471.000000 Penalty: 3263.462158
	Iteration 12Q: 3 clusters Score -2886471 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16956 members 
Mstep: Class 2 contains 6002 members 
Entering Unmasked Estep 
Score: -2886627.000000 Penalty: 3263.462158
	Iteration 13Q: 3 clusters Score -2886627 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17317 members 
Mstep: Class 2 contains 5641 members 
Entering Unmasked Estep 
Score: -2886802.250000 Penalty: 3263.462158
	Iteration 14Q: 3 clusters Score -2886802 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17659 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -2886944.750000 Penalty: 3263.462158
	Iteration 15Q: 3 clusters Score -2886945 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17988 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -2887088.250000 Penalty: 3263.462158
	Iteration 16Q: 3 clusters Score -2887088 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18287 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -2887214.000000 Penalty: 3263.462158
	Iteration 17Q: 3 clusters Score -2887214 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18571 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -2887328.000000 Penalty: 3263.462158
	Iteration 18Q: 3 clusters Score -2887328 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18805 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -2887399.500000 Penalty: 3263.462158
	Iteration 19Q: 3 clusters Score -2887400 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19023 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -2887472.750000 Penalty: 3263.462158
	Iteration 20F: 3 clusters Score -2887473 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19213 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -2887533.500000 Penalty: 3263.462158
	Iteration 21Q: 3 clusters Score -2887534 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19396 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -2887597.000000 Penalty: 3263.462158
	Iteration 22Q: 3 clusters Score -2887597 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19558 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -2887641.000000 Penalty: 3263.462158
	Iteration 23Q: 3 clusters Score -2887641 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19707 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -2887684.500000 Penalty: 3263.462158
	Iteration 24Q: 3 clusters Score -2887684 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19832 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -2887730.250000 Penalty: 3263.462158
	Iteration 25Q: 3 clusters Score -2887730 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19953 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -2887764.750000 Penalty: 3263.462158
	Iteration 26Q: 3 clusters Score -2887765 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20076 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -2887795.750000 Penalty: 3263.462158
	Iteration 27Q: 3 clusters Score -2887796 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20180 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -2887815.250000 Penalty: 3263.462158
	Iteration 28Q: 3 clusters Score -2887815 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20271 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -2887831.750000 Penalty: 3263.462158
	Iteration 29Q: 3 clusters Score -2887832 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20345 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -2887860.250000 Penalty: 3263.462158
	Iteration 30Q: 3 clusters Score -2887860 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20412 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -2887876.000000 Penalty: 3263.462158
	Iteration 31Q: 3 clusters Score -2887876 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20473 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -2887887.500000 Penalty: 3263.462158
	Iteration 32Q: 3 clusters Score -2887888 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20529 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -2887900.500000 Penalty: 3263.462158
	Iteration 33Q: 3 clusters Score -2887900 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20581 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -2887900.750000 Penalty: 3263.462158
	Iteration 34Q: 3 clusters Score -2887901 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20631 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -2887920.000000 Penalty: 3263.462158
	Iteration 35Q: 3 clusters Score -2887920 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20678 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -2887932.750000 Penalty: 3263.462158
	Iteration 36Q: 3 clusters Score -2887933 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20721 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -2887948.000000 Penalty: 3263.462158
	Iteration 37Q: 3 clusters Score -2887948 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20763 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -2887943.000000 Penalty: 3263.462158
	Iteration 38Q: 3 clusters Score -2887943 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20809 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -2887952.500000 Penalty: 3263.462158
	Iteration 39Q: 3 clusters Score -2887952 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20850 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -2887955.750000 Penalty: 3263.462158
	Iteration 40F: 3 clusters Score -2887956 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20885 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -2887968.250000 Penalty: 3263.462158
	Iteration 41Q: 3 clusters Score -2887968 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20917 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -2887971.500000 Penalty: 3263.462158
	Iteration 42Q: 3 clusters Score -2887972 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20954 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -2887981.000000 Penalty: 3263.462158
	Iteration 43Q: 3 clusters Score -2887981 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20998 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -2887989.250000 Penalty: 3263.462158
	Iteration 44Q: 3 clusters Score -2887989 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21026 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -2887993.250000 Penalty: 3263.462158
	Iteration 45Q: 3 clusters Score -2887993 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21046 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -2887997.000000 Penalty: 3263.462158
	Iteration 46Q: 3 clusters Score -2887997 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21067 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -2888005.500000 Penalty: 3263.462158
	Iteration 47Q: 3 clusters Score -2888006 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21088 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -2888015.000000 Penalty: 3263.462158
	Iteration 48Q: 3 clusters Score -2888015 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21101 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -2888017.750000 Penalty: 3263.462158
	Iteration 49Q: 3 clusters Score -2888018 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21116 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -2888023.500000 Penalty: 3263.462158
	Iteration 50Q: 3 clusters Score -2888024 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21130 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -2888024.000000 Penalty: 3263.462158
	Iteration 51Q: 3 clusters Score -2888024 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21158 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -2888029.750000 Penalty: 3263.462158
	Iteration 52Q: 3 clusters Score -2888030 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21185 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -2888030.750000 Penalty: 3263.462158
	Iteration 53Q: 3 clusters Score -2888031 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21225 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -2888048.750000 Penalty: 3263.462158
	Iteration 54Q: 3 clusters Score -2888049 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21267 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -2888050.250000 Penalty: 3263.462158
	Iteration 55Q: 3 clusters Score -2888050 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21297 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -2888060.500000 Penalty: 3263.462158
	Iteration 56Q: 3 clusters Score -2888060 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21326 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -2888071.500000 Penalty: 3263.462158
	Iteration 57Q: 3 clusters Score -2888072 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21359 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -2888081.750000 Penalty: 3263.462158
	Iteration 58Q: 3 clusters Score -2888082 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21385 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -2888089.750000 Penalty: 3263.462158
	Iteration 59Q: 3 clusters Score -2888090 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21409 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -2888098.250000 Penalty: 3263.462158
	Iteration 60F: 3 clusters Score -2888098 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21430 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -2888100.250000 Penalty: 3263.462158
	Iteration 61Q: 3 clusters Score -2888100 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21458 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -2888106.000000 Penalty: 3263.462158
	Iteration 62Q: 3 clusters Score -2888106 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21477 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -2888105.750000 Penalty: 3263.462158
	Iteration 63Q: 3 clusters Score -2888106 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21494 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -2888116.000000 Penalty: 3263.462158
	Iteration 64Q: 3 clusters Score -2888116 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21516 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -2888114.750000 Penalty: 3263.462158
	Iteration 65Q: 3 clusters Score -2888115 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21529 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -2888124.250000 Penalty: 3263.462158
	Iteration 66Q: 3 clusters Score -2888124 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21551 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -2888129.250000 Penalty: 3263.462158
	Iteration 67Q: 3 clusters Score -2888129 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21568 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -2888136.500000 Penalty: 3263.462158
	Iteration 68Q: 3 clusters Score -2888136 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21581 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -2888141.750000 Penalty: 3263.462158
	Iteration 69Q: 3 clusters Score -2888142 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21596 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -2888138.750000 Penalty: 3263.462158
	Iteration 70Q: 3 clusters Score -2888139 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21610 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -2888142.500000 Penalty: 3263.462158
	Iteration 71Q: 3 clusters Score -2888142 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21629 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -2888147.500000 Penalty: 3263.462158
	Iteration 72Q: 3 clusters Score -2888148 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21644 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -2888153.000000 Penalty: 3263.462158
	Iteration 73Q: 3 clusters Score -2888153 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21658 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -2888158.750000 Penalty: 3263.462158
	Iteration 74Q: 3 clusters Score -2888159 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21667 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -2888157.250000 Penalty: 3263.462158
	Iteration 75Q: 3 clusters Score -2888157 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21672 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -2888155.500000 Penalty: 3263.462158
	Iteration 76Q: 3 clusters Score -2888156 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21678 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -2888158.250000 Penalty: 3263.462158
	Iteration 77Q: 3 clusters Score -2888158 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21683 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -2888158.750000 Penalty: 3263.462158
	Iteration 78Q: 3 clusters Score -2888159 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21692 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -2888169.750000 Penalty: 3263.462158
	Iteration 79Q: 3 clusters Score -2888170 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21700 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -2888167.250000 Penalty: 3263.462158
	Iteration 80F: 3 clusters Score -2888167 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21709 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -2888166.500000 Penalty: 3263.462158
	Iteration 81Q: 3 clusters Score -2888166 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21715 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -2888172.000000 Penalty: 3263.462158
	Iteration 82Q: 3 clusters Score -2888172 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21721 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -2888174.250000 Penalty: 3263.462158
	Iteration 83Q: 3 clusters Score -2888174 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21727 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -2888177.250000 Penalty: 3263.462158
	Iteration 84Q: 3 clusters Score -2888177 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21734 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -2888179.750000 Penalty: 3263.462158
	Iteration 85Q: 3 clusters Score -2888180 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21740 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -2888183.250000 Penalty: 3263.462158
	Iteration 86Q: 3 clusters Score -2888183 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21745 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -2888185.000000 Penalty: 3263.462158
	Iteration 87Q: 3 clusters Score -2888185 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21751 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -2888188.500000 Penalty: 3263.462158
	Iteration 88Q: 3 clusters Score -2888188 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21760 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -2888187.250000 Penalty: 3263.462158
	Iteration 89Q: 3 clusters Score -2888187 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21770 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -2888184.250000 Penalty: 3263.462158
	Iteration 90Q: 3 clusters Score -2888184 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21776 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -2888186.750000 Penalty: 3263.462158
	Iteration 91Q: 3 clusters Score -2888187 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21781 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -2888187.250000 Penalty: 3263.462158
	Iteration 92Q: 3 clusters Score -2888187 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21784 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -2888187.250000 Penalty: 3263.462158
	Iteration 93Q: 3 clusters Score -2888187 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21786 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -2888187.000000 Penalty: 3263.462158
	Iteration 94Q: 3 clusters Score -2888187 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21786 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -2888187.000000 Penalty: 3263.462158
	Iteration 95F: 3 clusters Score -2888187 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (93878 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93878 members 
Entering Unmasked Estep 
Score: -11877401.000000 Penalty: 1860.584473
	Iteration 0F: 2 clusters Score -1.18774e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47078 members 
Mstep: Class 2 contains 46800 members 
Entering Unmasked Estep 
Score: -11814891.000000 Penalty: 3721.168945
	Iteration 0F: 3 clusters Score -1.181489e+07 nChanged 44768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49828 members 
Mstep: Class 2 contains 44050 members 
Entering Unmasked Estep 
Score: -11841165.000000 Penalty: 3721.168945
	Iteration 1F: 3 clusters Score -1.184116e+07 nChanged 3880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51860 members 
Mstep: Class 2 contains 42018 members 
Entering Unmasked Estep 
Score: -11842645.000000 Penalty: 3721.168945
	Iteration 2Q: 3 clusters Score -1.184264e+07 nChanged 5033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55057 members 
Mstep: Class 2 contains 38821 members 
Entering Unmasked Estep 
Score: -11844979.000000 Penalty: 3721.168945
	Iteration 3F: 3 clusters Score -1.184498e+07 nChanged 6273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59608 members 
Mstep: Class 2 contains 34270 members 
Entering Unmasked Estep 
Score: -11848853.000000 Penalty: 3721.168945
	Iteration 4F: 3 clusters Score -1.184885e+07 nChanged 6995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65047 members 
Mstep: Class 2 contains 28831 members 
Entering Unmasked Estep 
Score: -11853390.000000 Penalty: 3721.168945
	Iteration 5F: 3 clusters Score -1.185339e+07 nChanged 6774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70603 members 
Mstep: Class 2 contains 23275 members 
Entering Unmasked Estep 
Score: -11857813.000000 Penalty: 3721.168945
	Iteration 6F: 3 clusters Score -1.185781e+07 nChanged 5811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75738 members 
Mstep: Class 2 contains 18140 members 
Entering Unmasked Estep 
Score: -11861673.000000 Penalty: 3721.168945
	Iteration 7F: 3 clusters Score -1.186167e+07 nChanged 4826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80344 members 
Mstep: Class 2 contains 13534 members 
Entering Unmasked Estep 
Score: -11864977.000000 Penalty: 3721.168945
	Iteration 8F: 3 clusters Score -1.186498e+07 nChanged 4124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84424 members 
Mstep: Class 2 contains 9454 members 
Entering Unmasked Estep 
Score: -11868112.000000 Penalty: 3721.168945
	Iteration 9Q: 3 clusters Score -1.186811e+07 nChanged 3501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87923 members 
Mstep: Class 2 contains 5955 members 
Entering Unmasked Estep 
Score: -11870893.000000 Penalty: 3721.168945
	Iteration 10Q: 3 clusters Score -1.187089e+07 nChanged 2645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90568 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -11873085.000000 Penalty: 3721.168945
	Iteration 11Q: 3 clusters Score -1.187308e+07 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92183 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -11874467.000000 Penalty: 3721.168945
	Iteration 12Q: 3 clusters Score -1.187447e+07 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92981 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -11875120.000000 Penalty: 3721.168945
	Iteration 13Q: 3 clusters Score -1.187512e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93330 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -11875441.000000 Penalty: 3721.168945
	Iteration 14Q: 3 clusters Score -1.187544e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93486 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -11875603.000000 Penalty: 3721.168945
	Iteration 15Q: 3 clusters Score -1.18756e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93556 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -11875648.000000 Penalty: 3721.168945
	Iteration 16Q: 3 clusters Score -1.187565e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93587 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -11875704.000000 Penalty: 3721.168945
	Iteration 17Q: 3 clusters Score -1.18757e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93607 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -11875736.000000 Penalty: 3721.168945
	Iteration 18Q: 3 clusters Score -1.187574e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93622 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -11875772.000000 Penalty: 3721.168945
	Iteration 19Q: 3 clusters Score -1.187577e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93627 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -11875793.000000 Penalty: 3721.168945
	Iteration 20F: 3 clusters Score -1.187579e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93626 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -11875790.000000 Penalty: 3721.168945
	Iteration 21Q: 3 clusters Score -1.187579e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93626 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -11875807.000000 Penalty: 3721.168945
	Iteration 22Q: 3 clusters Score -1.187581e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93623 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -11875807.000000 Penalty: 3721.168945
	Iteration 23Q: 3 clusters Score -1.187581e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93623 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -11875812.000000 Penalty: 3721.168945
	Iteration 24Q: 3 clusters Score -1.187581e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93623 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -11875812.000000 Penalty: 3721.168945
	Iteration 25F: 3 clusters Score -1.187581e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (2819 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Entering Unmasked Estep 
Score: -333067.406250 Penalty: 1290.922363
	Iteration 0F: 2 clusters Score -333067.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -330485.937500 Penalty: 2581.844727
	Iteration 0F: 3 clusters Score -330485.9 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -331256.781250 Penalty: 2581.844727
	Iteration 1F: 3 clusters Score -331256.8 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -331574.718750 Penalty: 2581.844727
	Iteration 2F: 3 clusters Score -331574.7 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -331823.250000 Penalty: 2581.844727
	Iteration 3F: 3 clusters Score -331823.2 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -332017.562500 Penalty: 2581.844727
	Iteration 4F: 3 clusters Score -332017.6 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -332173.531250 Penalty: 2581.844727
	Iteration 5F: 3 clusters Score -332173.5 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -332287.593750 Penalty: 2581.844727
	Iteration 6Q: 3 clusters Score -332287.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -332388.375000 Penalty: 2581.844727
	Iteration 7Q: 3 clusters Score -332388.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -332482.156250 Penalty: 2581.844727
	Iteration 8Q: 3 clusters Score -332482.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -332537.843750 Penalty: 2581.844727
	Iteration 9Q: 3 clusters Score -332537.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -332577.000000 Penalty: 2581.844727
	Iteration 10Q: 3 clusters Score -332577 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -332603.500000 Penalty: 2581.844727
	Iteration 11Q: 3 clusters Score -332603.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -332623.000000 Penalty: 2581.844727
	Iteration 12Q: 3 clusters Score -332623 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -332636.687500 Penalty: 2581.844727
	Iteration 13Q: 3 clusters Score -332636.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -332650.843750 Penalty: 2581.844727
	Iteration 14Q: 3 clusters Score -332650.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -332669.406250 Penalty: 2581.844727
	Iteration 15Q: 3 clusters Score -332669.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -332683.593750 Penalty: 2581.844727
	Iteration 16Q: 3 clusters Score -332683.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -332698.812500 Penalty: 2581.844727
	Iteration 17Q: 3 clusters Score -332698.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -332712.093750 Penalty: 2581.844727
	Iteration 18Q: 3 clusters Score -332712.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -332728.531250 Penalty: 2581.844727
	Iteration 19Q: 3 clusters Score -332728.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -332750.906250 Penalty: 2581.844727
	Iteration 20F: 3 clusters Score -332750.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -332773.625000 Penalty: 2581.844727
	Iteration 21Q: 3 clusters Score -332773.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -332795.500000 Penalty: 2581.844727
	Iteration 22Q: 3 clusters Score -332795.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -332823.312500 Penalty: 2581.844727
	Iteration 23Q: 3 clusters Score -332823.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -332857.906250 Penalty: 2581.844727
	Iteration 24Q: 3 clusters Score -332857.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -332895.687500 Penalty: 2581.844727
	Iteration 25Q: 3 clusters Score -332895.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -332933.250000 Penalty: 2581.844727
	Iteration 26Q: 3 clusters Score -332933.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -333002.875000 Penalty: 2581.844727
	Iteration 27Q: 3 clusters Score -333002.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -333085.125000 Penalty: 2581.844727
	Iteration 28Q: 3 clusters Score -333085.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -333205.406250 Penalty: 2581.844727
	Iteration 29Q: 3 clusters Score -333205.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -333392.937500 Penalty: 2581.844727
	Iteration 30Q: 3 clusters Score -333392.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -333602.531250 Penalty: 2581.844727
	Iteration 31Q: 3 clusters Score -333602.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -333733.000000 Penalty: 2581.844727
	Iteration 32Q: 3 clusters Score -333733 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -333773.500000 Penalty: 2581.844727
	Iteration 33Q: 3 clusters Score -333773.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -333783.218750 Penalty: 2581.844727
	Iteration 34Q: 3 clusters Score -333783.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -333785.125000 Penalty: 2581.844727
	Iteration 35Q: 3 clusters Score -333785.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -333785.593750 Penalty: 2581.844727
	Iteration 36Q: 3 clusters Score -333785.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -333785.593750 Penalty: 2581.844727
	Iteration 37F: 3 clusters Score -333785.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 499 members 
Mstep: Class 3 contains 21915 members 
Mstep: Class 4 contains 3330 members 
Mstep: Class 5 contains 22958 members 
Mstep: Class 6 contains 93878 members 
Mstep: Class 7 contains 1816 members 
Mstep: Class 8 contains 153351 members 
Mstep: Class 9 contains 5149 members 
Mstep: Class 10 contains 5281 members 
Mstep: Class 11 contains 8751 members 
Mstep: Class 12 contains 2688 members 
Mstep: Class 13 contains 5044 members 
Mstep: Class 14 contains 7525 members 
Mstep: Class 15 contains 41371 members 
Mstep: Class 16 contains 14378 members 
Mstep: Class 17 contains 4194 members 
Mstep: Class 18 contains 12880 members 
Mstep: Class 19 contains 7738 members 
Mstep: Class 20 contains 4602 members 
Mstep: Class 21 contains 51826 members 
Mstep: Class 22 contains 4558 members 
Mstep: Class 23 contains 9720 members 
Mstep: Class 24 contains 17309 members 
Mstep: Class 25 contains 509 members 
Mstep: Class 26 contains 29696 members 
Mstep: Class 27 contains 3227 members 
Mstep: Class 28 contains 18705 members 
Mstep: Class 29 contains 38601 members 
Mstep: Class 30 contains 19485 members 
Mstep: Class 31 contains 35515 members 
Mstep: Class 32 contains 5027 members 
Mstep: Class 33 contains 6372 members 
Mstep: Class 34 contains 9346 members 
Mstep: Class 35 contains 32583 members 
Mstep: Class 36 contains 12078 members 
Mstep: Class 37 contains 2786 members 
Mstep: Class 38 contains 17509 members 
Mstep: Class 39 contains 38520 members 
Mstep: Class 40 contains 2940 members 
Mstep: Class 41 contains 9578 members 
Mstep: Class 42 contains 6729 members 
Mstep: Class 43 contains 28789 members 
Mstep: Class 44 contains 1003 members 
Entering Unmasked Estep 
Score: -100289824.000000 Penalty: 97367.476562
Splitting cluster 7 changes total score from -100289952.000000 to -100289824.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (153351 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153351 members 
Entering Unmasked Estep 
Score: -19664846.000000 Penalty: 1940.328857
	Iteration 0F: 2 clusters Score -1.966485e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76805 members 
Mstep: Class 2 contains 76546 members 
Entering Unmasked Estep 
Score: -19583956.000000 Penalty: 3880.657715
	Iteration 0F: 3 clusters Score -1.958396e+07 nChanged 73933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81290 members 
Mstep: Class 2 contains 72061 members 
Entering Unmasked Estep 
Score: -19627462.000000 Penalty: 3880.657715
	Iteration 1F: 3 clusters Score -1.962746e+07 nChanged 5761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83789 members 
Mstep: Class 2 contains 69562 members 
Entering Unmasked Estep 
Score: -19628948.000000 Penalty: 3880.657715
	Iteration 2Q: 3 clusters Score -1.962895e+07 nChanged 7133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87332 members 
Mstep: Class 2 contains 66019 members 
Entering Unmasked Estep 
Score: -19631238.000000 Penalty: 3880.657715
	Iteration 3Q: 3 clusters Score -1.963124e+07 nChanged 8743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91829 members 
Mstep: Class 2 contains 61522 members 
Entering Unmasked Estep 
Score: -19634722.000000 Penalty: 3880.657715
	Iteration 4F: 3 clusters Score -1.963472e+07 nChanged 9535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96918 members 
Mstep: Class 2 contains 56433 members 
Entering Unmasked Estep 
Score: -19638722.000000 Penalty: 3880.657715
	Iteration 5F: 3 clusters Score -1.963872e+07 nChanged 9344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101772 members 
Mstep: Class 2 contains 51579 members 
Entering Unmasked Estep 
Score: -19642352.000000 Penalty: 3880.657715
	Iteration 6F: 3 clusters Score -1.964235e+07 nChanged 8201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105921 members 
Mstep: Class 2 contains 47430 members 
Entering Unmasked Estep 
Score: -19645402.000000 Penalty: 3880.657715
	Iteration 7F: 3 clusters Score -1.96454e+07 nChanged 6881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109412 members 
Mstep: Class 2 contains 43939 members 
Entering Unmasked Estep 
Score: -19648114.000000 Penalty: 3880.657715
	Iteration 8Q: 3 clusters Score -1.964811e+07 nChanged 5763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112325 members 
Mstep: Class 2 contains 41026 members 
Entering Unmasked Estep 
Score: -19650664.000000 Penalty: 3880.657715
	Iteration 9Q: 3 clusters Score -1.965066e+07 nChanged 5250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114567 members 
Mstep: Class 2 contains 38784 members 
Entering Unmasked Estep 
Score: -19653724.000000 Penalty: 3880.657715
	Iteration 10Q: 3 clusters Score -1.965372e+07 nChanged 5019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115974 members 
Mstep: Class 2 contains 37377 members 
Entering Unmasked Estep 
Score: -19656638.000000 Penalty: 3880.657715
	Iteration 11Q: 3 clusters Score -1.965664e+07 nChanged 4631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116697 members 
Mstep: Class 2 contains 36654 members 
Entering Unmasked Estep 
Score: -19658804.000000 Penalty: 3880.657715
	Iteration 12Q: 3 clusters Score -1.96588e+07 nChanged 3604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116987 members 
Mstep: Class 2 contains 36364 members 
Entering Unmasked Estep 
Score: -19659816.000000 Penalty: 3880.657715
	Iteration 13Q: 3 clusters Score -1.965982e+07 nChanged 2262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117137 members 
Mstep: Class 2 contains 36214 members 
Entering Unmasked Estep 
Score: -19660140.000000 Penalty: 3880.657715
	Iteration 14Q: 3 clusters Score -1.966014e+07 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117299 members 
Mstep: Class 2 contains 36052 members 
Entering Unmasked Estep 
Score: -19660346.000000 Penalty: 3880.657715
	Iteration 15Q: 3 clusters Score -1.966035e+07 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117525 members 
Mstep: Class 2 contains 35826 members 
Entering Unmasked Estep 
Score: -19660560.000000 Penalty: 3880.657715
	Iteration 16Q: 3 clusters Score -1.966056e+07 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117744 members 
Mstep: Class 2 contains 35607 members 
Entering Unmasked Estep 
Score: -19660602.000000 Penalty: 3880.657715
	Iteration 17Q: 3 clusters Score -1.96606e+07 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117975 members 
Mstep: Class 2 contains 35376 members 
Entering Unmasked Estep 
Score: -19660758.000000 Penalty: 3880.657715
	Iteration 18Q: 3 clusters Score -1.966076e+07 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118248 members 
Mstep: Class 2 contains 35103 members 
Entering Unmasked Estep 
Score: -19660828.000000 Penalty: 3880.657715
	Iteration 19Q: 3 clusters Score -1.966083e+07 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118505 members 
Mstep: Class 2 contains 34846 members 
Entering Unmasked Estep 
Score: -19660996.000000 Penalty: 3880.657715
	Iteration 20F: 3 clusters Score -1.9661e+07 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118709 members 
Mstep: Class 2 contains 34642 members 
Entering Unmasked Estep 
Score: -19661038.000000 Penalty: 3880.657715
	Iteration 21Q: 3 clusters Score -1.966104e+07 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118826 members 
Mstep: Class 2 contains 34525 members 
Entering Unmasked Estep 
Score: -19661082.000000 Penalty: 3880.657715
	Iteration 22Q: 3 clusters Score -1.966108e+07 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118961 members 
Mstep: Class 2 contains 34390 members 
Entering Unmasked Estep 
Score: -19661096.000000 Penalty: 3880.657715
	Iteration 23Q: 3 clusters Score -1.96611e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119110 members 
Mstep: Class 2 contains 34241 members 
Entering Unmasked Estep 
Score: -19661186.000000 Penalty: 3880.657715
	Iteration 24Q: 3 clusters Score -1.966119e+07 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119296 members 
Mstep: Class 2 contains 34055 members 
Entering Unmasked Estep 
Score: -19661342.000000 Penalty: 3880.657715
	Iteration 25Q: 3 clusters Score -1.966134e+07 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119452 members 
Mstep: Class 2 contains 33899 members 
Entering Unmasked Estep 
Score: -19661542.000000 Penalty: 3880.657715
	Iteration 26Q: 3 clusters Score -1.966154e+07 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119615 members 
Mstep: Class 2 contains 33736 members 
Entering Unmasked Estep 
Score: -19661586.000000 Penalty: 3880.657715
	Iteration 27Q: 3 clusters Score -1.966159e+07 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119784 members 
Mstep: Class 2 contains 33567 members 
Entering Unmasked Estep 
Score: -19661652.000000 Penalty: 3880.657715
	Iteration 28Q: 3 clusters Score -1.966165e+07 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120028 members 
Mstep: Class 2 contains 33323 members 
Entering Unmasked Estep 
Score: -19661764.000000 Penalty: 3880.657715
	Iteration 29Q: 3 clusters Score -1.966176e+07 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120287 members 
Mstep: Class 2 contains 33064 members 
Entering Unmasked Estep 
Score: -19661902.000000 Penalty: 3880.657715
	Iteration 30Q: 3 clusters Score -1.96619e+07 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120525 members 
Mstep: Class 2 contains 32826 members 
Entering Unmasked Estep 
Score: -19661950.000000 Penalty: 3880.657715
	Iteration 31Q: 3 clusters Score -1.966195e+07 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120761 members 
Mstep: Class 2 contains 32590 members 
Entering Unmasked Estep 
Score: -19662106.000000 Penalty: 3880.657715
	Iteration 32Q: 3 clusters Score -1.966211e+07 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120992 members 
Mstep: Class 2 contains 32359 members 
Entering Unmasked Estep 
Score: -19662154.000000 Penalty: 3880.657715
	Iteration 33Q: 3 clusters Score -1.966215e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121249 members 
Mstep: Class 2 contains 32102 members 
Entering Unmasked Estep 
Score: -19662304.000000 Penalty: 3880.657715
	Iteration 34Q: 3 clusters Score -1.96623e+07 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121549 members 
Mstep: Class 2 contains 31802 members 
Entering Unmasked Estep 
Score: -19662454.000000 Penalty: 3880.657715
	Iteration 35Q: 3 clusters Score -1.966245e+07 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121836 members 
Mstep: Class 2 contains 31515 members 
Entering Unmasked Estep 
Score: -19662558.000000 Penalty: 3880.657715
	Iteration 36Q: 3 clusters Score -1.966256e+07 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122129 members 
Mstep: Class 2 contains 31222 members 
Entering Unmasked Estep 
Score: -19662630.000000 Penalty: 3880.657715
	Iteration 37Q: 3 clusters Score -1.966263e+07 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122470 members 
Mstep: Class 2 contains 30881 members 
Entering Unmasked Estep 
Score: -19662724.000000 Penalty: 3880.657715
	Iteration 38Q: 3 clusters Score -1.966272e+07 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122777 members 
Mstep: Class 2 contains 30574 members 
Entering Unmasked Estep 
Score: -19662742.000000 Penalty: 3880.657715
	Iteration 39Q: 3 clusters Score -1.966274e+07 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123104 members 
Mstep: Class 2 contains 30247 members 
Entering Unmasked Estep 
Score: -19662920.000000 Penalty: 3880.657715
	Iteration 40F: 3 clusters Score -1.966292e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123420 members 
Mstep: Class 2 contains 29931 members 
Entering Unmasked Estep 
Score: -19663004.000000 Penalty: 3880.657715
	Iteration 41Q: 3 clusters Score -1.9663e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123758 members 
Mstep: Class 2 contains 29593 members 
Entering Unmasked Estep 
Score: -19663054.000000 Penalty: 3880.657715
	Iteration 42Q: 3 clusters Score -1.966305e+07 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124121 members 
Mstep: Class 2 contains 29230 members 
Entering Unmasked Estep 
Score: -19663192.000000 Penalty: 3880.657715
	Iteration 43Q: 3 clusters Score -1.966319e+07 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124469 members 
Mstep: Class 2 contains 28882 members 
Entering Unmasked Estep 
Score: -19663270.000000 Penalty: 3880.657715
	Iteration 44Q: 3 clusters Score -1.966327e+07 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124843 members 
Mstep: Class 2 contains 28508 members 
Entering Unmasked Estep 
Score: -19663282.000000 Penalty: 3880.657715
	Iteration 45Q: 3 clusters Score -1.966328e+07 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125271 members 
Mstep: Class 2 contains 28080 members 
Entering Unmasked Estep 
Score: -19663420.000000 Penalty: 3880.657715
	Iteration 46Q: 3 clusters Score -1.966342e+07 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125718 members 
Mstep: Class 2 contains 27633 members 
Entering Unmasked Estep 
Score: -19663548.000000 Penalty: 3880.657715
	Iteration 47Q: 3 clusters Score -1.966355e+07 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126194 members 
Mstep: Class 2 contains 27157 members 
Entering Unmasked Estep 
Score: -19663616.000000 Penalty: 3880.657715
	Iteration 48Q: 3 clusters Score -1.966362e+07 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126719 members 
Mstep: Class 2 contains 26632 members 
Entering Unmasked Estep 
Score: -19663690.000000 Penalty: 3880.657715
	Iteration 49Q: 3 clusters Score -1.966369e+07 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127295 members 
Mstep: Class 2 contains 26056 members 
Entering Unmasked Estep 
Score: -19663830.000000 Penalty: 3880.657715
	Iteration 50Q: 3 clusters Score -1.966383e+07 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127858 members 
Mstep: Class 2 contains 25493 members 
Entering Unmasked Estep 
Score: -19663910.000000 Penalty: 3880.657715
	Iteration 51Q: 3 clusters Score -1.966391e+07 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128462 members 
Mstep: Class 2 contains 24889 members 
Entering Unmasked Estep 
Score: -19664054.000000 Penalty: 3880.657715
	Iteration 52Q: 3 clusters Score -1.966405e+07 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129149 members 
Mstep: Class 2 contains 24202 members 
Entering Unmasked Estep 
Score: -19664274.000000 Penalty: 3880.657715
	Iteration 53Q: 3 clusters Score -1.966427e+07 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129824 members 
Mstep: Class 2 contains 23527 members 
Entering Unmasked Estep 
Score: -19664358.000000 Penalty: 3880.657715
	Iteration 54Q: 3 clusters Score -1.966436e+07 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130547 members 
Mstep: Class 2 contains 22804 members 
Entering Unmasked Estep 
Score: -19664542.000000 Penalty: 3880.657715
	Iteration 55Q: 3 clusters Score -1.966454e+07 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131256 members 
Mstep: Class 2 contains 22095 members 
Entering Unmasked Estep 
Score: -19664680.000000 Penalty: 3880.657715
	Iteration 56Q: 3 clusters Score -1.966468e+07 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131986 members 
Mstep: Class 2 contains 21365 members 
Entering Unmasked Estep 
Score: -19664968.000000 Penalty: 3880.657715
	Iteration 57Q: 3 clusters Score -1.966497e+07 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132753 members 
Mstep: Class 2 contains 20598 members 
Entering Unmasked Estep 
Score: -19665168.000000 Penalty: 3880.657715
	Iteration 58Q: 3 clusters Score -1.966517e+07 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133574 members 
Mstep: Class 2 contains 19777 members 
Entering Unmasked Estep 
Score: -19665476.000000 Penalty: 3880.657715
	Iteration 59Q: 3 clusters Score -1.966548e+07 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134420 members 
Mstep: Class 2 contains 18931 members 
Entering Unmasked Estep 
Score: -19665788.000000 Penalty: 3880.657715
	Iteration 60F: 3 clusters Score -1.966579e+07 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135214 members 
Mstep: Class 2 contains 18137 members 
Entering Unmasked Estep 
Score: -19666100.000000 Penalty: 3880.657715
	Iteration 61Q: 3 clusters Score -1.96661e+07 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135967 members 
Mstep: Class 2 contains 17384 members 
Entering Unmasked Estep 
Score: -19666156.000000 Penalty: 3880.657715
	Iteration 62Q: 3 clusters Score -1.966616e+07 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136663 members 
Mstep: Class 2 contains 16688 members 
Entering Unmasked Estep 
Score: -19666360.000000 Penalty: 3880.657715
	Iteration 63Q: 3 clusters Score -1.966636e+07 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137358 members 
Mstep: Class 2 contains 15993 members 
Entering Unmasked Estep 
Score: -19666502.000000 Penalty: 3880.657715
	Iteration 64Q: 3 clusters Score -1.96665e+07 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138017 members 
Mstep: Class 2 contains 15334 members 
Entering Unmasked Estep 
Score: -19666642.000000 Penalty: 3880.657715
	Iteration 65Q: 3 clusters Score -1.966664e+07 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138671 members 
Mstep: Class 2 contains 14680 members 
Entering Unmasked Estep 
Score: -19666778.000000 Penalty: 3880.657715
	Iteration 66Q: 3 clusters Score -1.966678e+07 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139320 members 
Mstep: Class 2 contains 14031 members 
Entering Unmasked Estep 
Score: -19666946.000000 Penalty: 3880.657715
	Iteration 67Q: 3 clusters Score -1.966695e+07 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139938 members 
Mstep: Class 2 contains 13413 members 
Entering Unmasked Estep 
Score: -19666950.000000 Penalty: 3880.657715
	Iteration 68Q: 3 clusters Score -1.966695e+07 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140487 members 
Mstep: Class 2 contains 12864 members 
Entering Unmasked Estep 
Score: -19667058.000000 Penalty: 3880.657715
	Iteration 69Q: 3 clusters Score -1.966706e+07 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141016 members 
Mstep: Class 2 contains 12335 members 
Entering Unmasked Estep 
Score: -19667128.000000 Penalty: 3880.657715
	Iteration 70Q: 3 clusters Score -1.966713e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141529 members 
Mstep: Class 2 contains 11822 members 
Entering Unmasked Estep 
Score: -19667176.000000 Penalty: 3880.657715
	Iteration 71Q: 3 clusters Score -1.966718e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142019 members 
Mstep: Class 2 contains 11332 members 
Entering Unmasked Estep 
Score: -19667252.000000 Penalty: 3880.657715
	Iteration 72Q: 3 clusters Score -1.966725e+07 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142508 members 
Mstep: Class 2 contains 10843 members 
Entering Unmasked Estep 
Score: -19667130.000000 Penalty: 3880.657715
	Iteration 73Q: 3 clusters Score -1.966713e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142945 members 
Mstep: Class 2 contains 10406 members 
Entering Unmasked Estep 
Score: -19667136.000000 Penalty: 3880.657715
	Iteration 74Q: 3 clusters Score -1.966714e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143369 members 
Mstep: Class 2 contains 9982 members 
Entering Unmasked Estep 
Score: -19667030.000000 Penalty: 3880.657715
	Iteration 75Q: 3 clusters Score -1.966703e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143771 members 
Mstep: Class 2 contains 9580 members 
Entering Unmasked Estep 
Score: -19667022.000000 Penalty: 3880.657715
	Iteration 76Q: 3 clusters Score -1.966702e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144155 members 
Mstep: Class 2 contains 9196 members 
Entering Unmasked Estep 
Score: -19666930.000000 Penalty: 3880.657715
	Iteration 77Q: 3 clusters Score -1.966693e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144521 members 
Mstep: Class 2 contains 8830 members 
Entering Unmasked Estep 
Score: -19666884.000000 Penalty: 3880.657715
	Iteration 78Q: 3 clusters Score -1.966688e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144855 members 
Mstep: Class 2 contains 8496 members 
Entering Unmasked Estep 
Score: -19666734.000000 Penalty: 3880.657715
	Iteration 79Q: 3 clusters Score -1.966673e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145177 members 
Mstep: Class 2 contains 8174 members 
Entering Unmasked Estep 
Score: -19666650.000000 Penalty: 3880.657715
	Iteration 80F: 3 clusters Score -1.966665e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145489 members 
Mstep: Class 2 contains 7862 members 
Entering Unmasked Estep 
Score: -19666486.000000 Penalty: 3880.657715
	Iteration 81Q: 3 clusters Score -1.966649e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145788 members 
Mstep: Class 2 contains 7563 members 
Entering Unmasked Estep 
Score: -19666408.000000 Penalty: 3880.657715
	Iteration 82Q: 3 clusters Score -1.966641e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146065 members 
Mstep: Class 2 contains 7286 members 
Entering Unmasked Estep 
Score: -19666382.000000 Penalty: 3880.657715
	Iteration 83Q: 3 clusters Score -1.966638e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146302 members 
Mstep: Class 2 contains 7049 members 
Entering Unmasked Estep 
Score: -19666334.000000 Penalty: 3880.657715
	Iteration 84Q: 3 clusters Score -1.966633e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146542 members 
Mstep: Class 2 contains 6809 members 
Entering Unmasked Estep 
Score: -19666244.000000 Penalty: 3880.657715
	Iteration 85Q: 3 clusters Score -1.966624e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146756 members 
Mstep: Class 2 contains 6595 members 
Entering Unmasked Estep 
Score: -19666180.000000 Penalty: 3880.657715
	Iteration 86Q: 3 clusters Score -1.966618e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146940 members 
Mstep: Class 2 contains 6411 members 
Entering Unmasked Estep 
Score: -19666158.000000 Penalty: 3880.657715
	Iteration 87Q: 3 clusters Score -1.966616e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147096 members 
Mstep: Class 2 contains 6255 members 
Entering Unmasked Estep 
Score: -19666132.000000 Penalty: 3880.657715
	Iteration 88Q: 3 clusters Score -1.966613e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147259 members 
Mstep: Class 2 contains 6092 members 
Entering Unmasked Estep 
Score: -19666072.000000 Penalty: 3880.657715
	Iteration 89Q: 3 clusters Score -1.966607e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147398 members 
Mstep: Class 2 contains 5953 members 
Entering Unmasked Estep 
Score: -19666072.000000 Penalty: 3880.657715
	Iteration 90Q: 3 clusters Score -1.966607e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147542 members 
Mstep: Class 2 contains 5809 members 
Entering Unmasked Estep 
Score: -19666014.000000 Penalty: 3880.657715
	Iteration 91Q: 3 clusters Score -1.966601e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147684 members 
Mstep: Class 2 contains 5667 members 
Entering Unmasked Estep 
Score: -19666002.000000 Penalty: 3880.657715
	Iteration 92Q: 3 clusters Score -1.9666e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147808 members 
Mstep: Class 2 contains 5543 members 
Entering Unmasked Estep 
Score: -19666002.000000 Penalty: 3880.657715
	Iteration 93Q: 3 clusters Score -1.9666e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147901 members 
Mstep: Class 2 contains 5450 members 
Entering Unmasked Estep 
Score: -19665926.000000 Penalty: 3880.657715
	Iteration 94Q: 3 clusters Score -1.966593e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148007 members 
Mstep: Class 2 contains 5344 members 
Entering Unmasked Estep 
Score: -19665872.000000 Penalty: 3880.657715
	Iteration 95Q: 3 clusters Score -1.966587e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148088 members 
Mstep: Class 2 contains 5263 members 
Entering Unmasked Estep 
Score: -19665842.000000 Penalty: 3880.657715
	Iteration 96Q: 3 clusters Score -1.966584e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148177 members 
Mstep: Class 2 contains 5174 members 
Entering Unmasked Estep 
Score: -19665838.000000 Penalty: 3880.657715
	Iteration 97Q: 3 clusters Score -1.966584e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148252 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -19665812.000000 Penalty: 3880.657715
	Iteration 98Q: 3 clusters Score -1.966581e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148327 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -19665778.000000 Penalty: 3880.657715
	Iteration 99Q: 3 clusters Score -1.966578e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148395 members 
Mstep: Class 2 contains 4956 members 
Entering Unmasked Estep 
Score: -19665732.000000 Penalty: 3880.657715
	Iteration 100F: 3 clusters Score -1.966573e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148451 members 
Mstep: Class 2 contains 4900 members 
Entering Unmasked Estep 
Score: -19665730.000000 Penalty: 3880.657715
	Iteration 101Q: 3 clusters Score -1.966573e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148501 members 
Mstep: Class 2 contains 4850 members 
Entering Unmasked Estep 
Score: -19665696.000000 Penalty: 3880.657715
	Iteration 102Q: 3 clusters Score -1.96657e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148552 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -19665690.000000 Penalty: 3880.657715
	Iteration 103Q: 3 clusters Score -1.966569e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148599 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -19665690.000000 Penalty: 3880.657715
	Iteration 104Q: 3 clusters Score -1.966569e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148644 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -19665680.000000 Penalty: 3880.657715
	Iteration 105Q: 3 clusters Score -1.966568e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148693 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -19665664.000000 Penalty: 3880.657715
	Iteration 106Q: 3 clusters Score -1.966566e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148735 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -19665642.000000 Penalty: 3880.657715
	Iteration 107Q: 3 clusters Score -1.966564e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148782 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -19665644.000000 Penalty: 3880.657715
	Iteration 108Q: 3 clusters Score -1.966564e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148817 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -19665654.000000 Penalty: 3880.657715
	Iteration 109Q: 3 clusters Score -1.966565e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148847 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -19665622.000000 Penalty: 3880.657715
	Iteration 110Q: 3 clusters Score -1.966562e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148883 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -19665586.000000 Penalty: 3880.657715
	Iteration 111Q: 3 clusters Score -1.966559e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148934 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -19665554.000000 Penalty: 3880.657715
	Iteration 112Q: 3 clusters Score -1.966555e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148978 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -19665526.000000 Penalty: 3880.657715
	Iteration 113Q: 3 clusters Score -1.966553e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149032 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -19665502.000000 Penalty: 3880.657715
	Iteration 114Q: 3 clusters Score -1.96655e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149080 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -19665516.000000 Penalty: 3880.657715
	Iteration 115Q: 3 clusters Score -1.966552e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149129 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -19665444.000000 Penalty: 3880.657715
	Iteration 116Q: 3 clusters Score -1.966544e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149176 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -19665414.000000 Penalty: 3880.657715
	Iteration 117Q: 3 clusters Score -1.966541e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149228 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -19665406.000000 Penalty: 3880.657715
	Iteration 118Q: 3 clusters Score -1.966541e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149272 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -19665396.000000 Penalty: 3880.657715
	Iteration 119Q: 3 clusters Score -1.96654e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149307 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -19665380.000000 Penalty: 3880.657715
	Iteration 120F: 3 clusters Score -1.966538e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149333 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -19665386.000000 Penalty: 3880.657715
	Iteration 121Q: 3 clusters Score -1.966539e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149360 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -19665364.000000 Penalty: 3880.657715
	Iteration 122Q: 3 clusters Score -1.966536e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149385 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -19665384.000000 Penalty: 3880.657715
	Iteration 123Q: 3 clusters Score -1.966538e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149408 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -19665344.000000 Penalty: 3880.657715
	Iteration 124Q: 3 clusters Score -1.966534e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149428 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -19665342.000000 Penalty: 3880.657715
	Iteration 125Q: 3 clusters Score -1.966534e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149445 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -19665352.000000 Penalty: 3880.657715
	Iteration 126Q: 3 clusters Score -1.966535e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149468 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -19665338.000000 Penalty: 3880.657715
	Iteration 127Q: 3 clusters Score -1.966534e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149485 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -19665344.000000 Penalty: 3880.657715
	Iteration 128Q: 3 clusters Score -1.966534e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149495 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -19665350.000000 Penalty: 3880.657715
	Iteration 129Q: 3 clusters Score -1.966535e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149509 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -19665342.000000 Penalty: 3880.657715
	Iteration 130Q: 3 clusters Score -1.966534e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149522 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -19665324.000000 Penalty: 3880.657715
	Iteration 131Q: 3 clusters Score -1.966532e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149533 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -19665312.000000 Penalty: 3880.657715
	Iteration 132Q: 3 clusters Score -1.966531e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149539 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -19665322.000000 Penalty: 3880.657715
	Iteration 133Q: 3 clusters Score -1.966532e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149546 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -19665330.000000 Penalty: 3880.657715
	Iteration 134Q: 3 clusters Score -1.966533e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149552 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -19665328.000000 Penalty: 3880.657715
	Iteration 135Q: 3 clusters Score -1.966533e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149559 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -19665314.000000 Penalty: 3880.657715
	Iteration 136Q: 3 clusters Score -1.966531e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149563 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -19665326.000000 Penalty: 3880.657715
	Iteration 137Q: 3 clusters Score -1.966533e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149565 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -19665324.000000 Penalty: 3880.657715
	Iteration 138Q: 3 clusters Score -1.966532e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149566 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -19665326.000000 Penalty: 3880.657715
	Iteration 139Q: 3 clusters Score -1.966533e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149567 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -19665326.000000 Penalty: 3880.657715
	Iteration 140F: 3 clusters Score -1.966533e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149566 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -19665338.000000 Penalty: 3880.657715
	Iteration 141Q: 3 clusters Score -1.966534e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149567 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -19665334.000000 Penalty: 3880.657715
	Iteration 142Q: 3 clusters Score -1.966533e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149567 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -19665334.000000 Penalty: 3880.657715
	Iteration 143F: 3 clusters Score -1.966533e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 499 members 
Mstep: Class 3 contains 21915 members 
Mstep: Class 4 contains 3330 members 
Mstep: Class 5 contains 22958 members 
Mstep: Class 6 contains 93878 members 
Mstep: Class 7 contains 2819 members 
Mstep: Class 8 contains 149567 members 
Mstep: Class 9 contains 5149 members 
Mstep: Class 10 contains 5281 members 
Mstep: Class 11 contains 8751 members 
Mstep: Class 12 contains 2688 members 
Mstep: Class 13 contains 5044 members 
Mstep: Class 14 contains 7525 members 
Mstep: Class 15 contains 41371 members 
Mstep: Class 16 contains 14378 members 
Mstep: Class 17 contains 4194 members 
Mstep: Class 18 contains 12880 members 
Mstep: Class 19 contains 7738 members 
Mstep: Class 20 contains 4602 members 
Mstep: Class 21 contains 51826 members 
Mstep: Class 22 contains 4558 members 
Mstep: Class 23 contains 9720 members 
Mstep: Class 24 contains 17309 members 
Mstep: Class 25 contains 509 members 
Mstep: Class 26 contains 29696 members 
Mstep: Class 27 contains 3227 members 
Mstep: Class 28 contains 18705 members 
Mstep: Class 29 contains 38601 members 
Mstep: Class 30 contains 19485 members 
Mstep: Class 31 contains 35515 members 
Mstep: Class 32 contains 5027 members 
Mstep: Class 33 contains 6372 members 
Mstep: Class 34 contains 9346 members 
Mstep: Class 35 contains 32583 members 
Mstep: Class 36 contains 12078 members 
Mstep: Class 37 contains 2786 members 
Mstep: Class 38 contains 17509 members 
Mstep: Class 39 contains 38520 members 
Mstep: Class 40 contains 2940 members 
Mstep: Class 41 contains 9578 members 
Mstep: Class 42 contains 6729 members 
Mstep: Class 43 contains 28789 members 
Mstep: Class 44 contains 3784 members 
Entering Unmasked Estep 
Score: -100290208.000000 Penalty: 97367.476562
Splitting cluster 8 changes total score from -100289952.000000 to -100290208.000000
So it's getting split into cluster 44.
Entering ConstructFrom: 
Trying to split cluster 9 (5149 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5149 members 
Entering Unmasked Estep 
Score: -639749.562500 Penalty: 1388.815552
	Iteration 0F: 2 clusters Score -639749.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -635667.562500 Penalty: 2777.631104
	Iteration 0F: 3 clusters Score -635667.6 nChanged 2074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -636810.062500 Penalty: 2777.631104
	Iteration 1F: 3 clusters Score -636810.1 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -637074.625000 Penalty: 2777.631104
	Iteration 2F: 3 clusters Score -637074.6 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -637322.250000 Penalty: 2777.631104
	Iteration 3F: 3 clusters Score -637322.2 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -637569.375000 Penalty: 2777.631104
	Iteration 4F: 3 clusters Score -637569.4 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -637813.437500 Penalty: 2777.631104
	Iteration 5F: 3 clusters Score -637813.4 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -638055.625000 Penalty: 2777.631104
	Iteration 6F: 3 clusters Score -638055.6 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -638271.000000 Penalty: 2777.631104
	Iteration 7Q: 3 clusters Score -638271 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -638438.937500 Penalty: 2777.631104
	Iteration 8Q: 3 clusters Score -638438.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -638565.250000 Penalty: 2777.631104
	Iteration 9Q: 3 clusters Score -638565.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -638646.250000 Penalty: 2777.631104
	Iteration 10Q: 3 clusters Score -638646.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -638690.187500 Penalty: 2777.631104
	Iteration 11Q: 3 clusters Score -638690.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -638717.500000 Penalty: 2777.631104
	Iteration 12Q: 3 clusters Score -638717.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -638738.625000 Penalty: 2777.631104
	Iteration 13Q: 3 clusters Score -638738.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -638753.937500 Penalty: 2777.631104
	Iteration 14Q: 3 clusters Score -638753.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -638766.062500 Penalty: 2777.631104
	Iteration 15Q: 3 clusters Score -638766.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -638778.687500 Penalty: 2777.631104
	Iteration 16Q: 3 clusters Score -638778.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -638791.125000 Penalty: 2777.631104
	Iteration 17Q: 3 clusters Score -638791.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -638803.437500 Penalty: 2777.631104
	Iteration 18Q: 3 clusters Score -638803.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -638811.187500 Penalty: 2777.631104
	Iteration 19Q: 3 clusters Score -638811.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -638813.187500 Penalty: 2777.631104
	Iteration 20F: 3 clusters Score -638813.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -638816.000000 Penalty: 2777.631104
	Iteration 21Q: 3 clusters Score -638816 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -638816.562500 Penalty: 2777.631104
	Iteration 22Q: 3 clusters Score -638816.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -638816.562500 Penalty: 2777.631104
	Iteration 23F: 3 clusters Score -638816.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (5281 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5281 members 
Entering Unmasked Estep 
Score: -636160.125000 Penalty: 1392.928955
	Iteration 0F: 2 clusters Score -636160.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -632007.250000 Penalty: 2785.857910
	Iteration 0F: 3 clusters Score -632007.2 nChanged 2150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -633309.375000 Penalty: 2785.857910
	Iteration 1F: 3 clusters Score -633309.4 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -633593.000000 Penalty: 2785.857910
	Iteration 2F: 3 clusters Score -633593 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -633776.625000 Penalty: 2785.857910
	Iteration 3F: 3 clusters Score -633776.6 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -633915.500000 Penalty: 2785.857910
	Iteration 4Q: 3 clusters Score -633915.5 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -634052.312500 Penalty: 2785.857910
	Iteration 5Q: 3 clusters Score -634052.3 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -634188.687500 Penalty: 2785.857910
	Iteration 6Q: 3 clusters Score -634188.7 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -634327.562500 Penalty: 2785.857910
	Iteration 7Q: 3 clusters Score -634327.6 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -634446.187500 Penalty: 2785.857910
	Iteration 8Q: 3 clusters Score -634446.2 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -634556.812500 Penalty: 2785.857910
	Iteration 9Q: 3 clusters Score -634556.8 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -634678.375000 Penalty: 2785.857910
	Iteration 10Q: 3 clusters Score -634678.4 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -634820.062500 Penalty: 2785.857910
	Iteration 11Q: 3 clusters Score -634820.1 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -634952.062500 Penalty: 2785.857910
	Iteration 12Q: 3 clusters Score -634952.1 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -635104.312500 Penalty: 2785.857910
	Iteration 13Q: 3 clusters Score -635104.3 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -635273.875000 Penalty: 2785.857910
	Iteration 14Q: 3 clusters Score -635273.9 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -635528.062500 Penalty: 2785.857910
	Iteration 15Q: 3 clusters Score -635528.1 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -635855.562500 Penalty: 2785.857910
	Iteration 16Q: 3 clusters Score -635855.6 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -636165.500000 Penalty: 2785.857910
	Iteration 17Q: 3 clusters Score -636165.5 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -636385.875000 Penalty: 2785.857910
	Iteration 18Q: 3 clusters Score -636385.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -636459.312500 Penalty: 2785.857910
	Iteration 19Q: 3 clusters Score -636459.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -636506.000000 Penalty: 2785.857910
	Iteration 20F: 3 clusters Score -636506 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -636544.875000 Penalty: 2785.857910
	Iteration 21Q: 3 clusters Score -636544.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -636584.437500 Penalty: 2785.857910
	Iteration 22Q: 3 clusters Score -636584.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -636649.750000 Penalty: 2785.857910
	Iteration 23Q: 3 clusters Score -636649.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -636715.875000 Penalty: 2785.857910
	Iteration 24Q: 3 clusters Score -636715.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -636740.937500 Penalty: 2785.857910
	Iteration 25Q: 3 clusters Score -636740.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -636749.187500 Penalty: 2785.857910
	Iteration 26Q: 3 clusters Score -636749.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -636756.187500 Penalty: 2785.857910
	Iteration 27Q: 3 clusters Score -636756.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -636760.562500 Penalty: 2785.857910
	Iteration 28Q: 3 clusters Score -636760.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -636762.500000 Penalty: 2785.857910
	Iteration 29Q: 3 clusters Score -636762.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -636764.125000 Penalty: 2785.857910
	Iteration 30Q: 3 clusters Score -636764.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -636764.187500 Penalty: 2785.857910
	Iteration 31Q: 3 clusters Score -636764.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -636764.062500 Penalty: 2785.857910
	Iteration 32Q: 3 clusters Score -636764.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -636764.875000 Penalty: 2785.857910
	Iteration 33Q: 3 clusters Score -636764.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -636766.125000 Penalty: 2785.857910
	Iteration 34Q: 3 clusters Score -636766.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -636765.312500 Penalty: 2785.857910
	Iteration 35Q: 3 clusters Score -636765.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -636765.312500 Penalty: 2785.857910
	Iteration 36F: 3 clusters Score -636765.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 499 members 
Mstep: Class 3 contains 21915 members 
Mstep: Class 4 contains 3330 members 
Mstep: Class 5 contains 22958 members 
Mstep: Class 6 contains 93878 members 
Mstep: Class 7 contains 2819 members 
Mstep: Class 8 contains 149567 members 
Mstep: Class 9 contains 5149 members 
Mstep: Class 10 contains 3995 members 
Mstep: Class 11 contains 8751 members 
Mstep: Class 12 contains 2688 members 
Mstep: Class 13 contains 5044 members 
Mstep: Class 14 contains 7525 members 
Mstep: Class 15 contains 41371 members 
Mstep: Class 16 contains 14378 members 
Mstep: Class 17 contains 4194 members 
Mstep: Class 18 contains 12880 members 
Mstep: Class 19 contains 7738 members 
Mstep: Class 20 contains 4602 members 
Mstep: Class 21 contains 51826 members 
Mstep: Class 22 contains 4558 members 
Mstep: Class 23 contains 9720 members 
Mstep: Class 24 contains 17309 members 
Mstep: Class 25 contains 509 members 
Mstep: Class 26 contains 29696 members 
Mstep: Class 27 contains 3227 members 
Mstep: Class 28 contains 18705 members 
Mstep: Class 29 contains 38601 members 
Mstep: Class 30 contains 19485 members 
Mstep: Class 31 contains 35515 members 
Mstep: Class 32 contains 5027 members 
Mstep: Class 33 contains 6372 members 
Mstep: Class 34 contains 9346 members 
Mstep: Class 35 contains 32583 members 
Mstep: Class 36 contains 12078 members 
Mstep: Class 37 contains 2786 members 
Mstep: Class 38 contains 17509 members 
Mstep: Class 39 contains 38520 members 
Mstep: Class 40 contains 2940 members 
Mstep: Class 41 contains 9578 members 
Mstep: Class 42 contains 6729 members 
Mstep: Class 43 contains 28789 members 
Mstep: Class 44 contains 3784 members 
Mstep: Class 45 contains 1286 members 
Entering Unmasked Estep 
Score: -100289952.000000 Penalty: 99580.367188
Splitting cluster 10 changes total score from -100289952.000000 to -100289952.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 11 (8751 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8751 members 
Entering Unmasked Estep 
Score: -1094929.625000 Penalty: 1475.000000
	Iteration 0F: 2 clusters Score -1094930 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -1088519.750000 Penalty: 2950.000000
	Iteration 0F: 3 clusters Score -1088520 nChanged 3751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -1090469.000000 Penalty: 2950.000000
	Iteration 1F: 3 clusters Score -1090469 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -1090705.125000 Penalty: 2950.000000
	Iteration 2F: 3 clusters Score -1090705 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -1090912.625000 Penalty: 2950.000000
	Iteration 3F: 3 clusters Score -1090913 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5073 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -1091101.875000 Penalty: 2950.000000
	Iteration 4F: 3 clusters Score -1091102 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -1091293.750000 Penalty: 2950.000000
	Iteration 5Q: 3 clusters Score -1091294 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5623 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -1091507.625000 Penalty: 2950.000000
	Iteration 6Q: 3 clusters Score -1091508 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6005 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -1091783.625000 Penalty: 2950.000000
	Iteration 7Q: 3 clusters Score -1091784 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6423 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -1092104.375000 Penalty: 2950.000000
	Iteration 8F: 3 clusters Score -1092104 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6853 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -1092457.500000 Penalty: 2950.000000
	Iteration 9F: 3 clusters Score -1092458 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7222 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -1092750.625000 Penalty: 2950.000000
	Iteration 10Q: 3 clusters Score -1092751 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7498 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -1092970.250000 Penalty: 2950.000000
	Iteration 11Q: 3 clusters Score -1092970 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7725 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -1093130.500000 Penalty: 2950.000000
	Iteration 12Q: 3 clusters Score -1093130 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7888 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -1093234.375000 Penalty: 2950.000000
	Iteration 13Q: 3 clusters Score -1093234 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8011 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -1093323.750000 Penalty: 2950.000000
	Iteration 14Q: 3 clusters Score -1093324 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8107 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -1093393.625000 Penalty: 2950.000000
	Iteration 15Q: 3 clusters Score -1093394 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8185 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -1093457.375000 Penalty: 2950.000000
	Iteration 16Q: 3 clusters Score -1093457 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8248 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -1093503.500000 Penalty: 2950.000000
	Iteration 17Q: 3 clusters Score -1093504 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8301 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -1093546.000000 Penalty: 2950.000000
	Iteration 18Q: 3 clusters Score -1093546 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8349 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -1093583.500000 Penalty: 2950.000000
	Iteration 19Q: 3 clusters Score -1093584 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8384 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -1093616.375000 Penalty: 2950.000000
	Iteration 20F: 3 clusters Score -1093616 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8405 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -1093635.375000 Penalty: 2950.000000
	Iteration 21Q: 3 clusters Score -1093635 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8418 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -1093644.000000 Penalty: 2950.000000
	Iteration 22Q: 3 clusters Score -1093644 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8429 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -1093655.875000 Penalty: 2950.000000
	Iteration 23Q: 3 clusters Score -1093656 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8438 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -1093665.125000 Penalty: 2950.000000
	Iteration 24Q: 3 clusters Score -1093665 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8441 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -1093671.875000 Penalty: 2950.000000
	Iteration 25Q: 3 clusters Score -1093672 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8449 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -1093680.000000 Penalty: 2950.000000
	Iteration 26Q: 3 clusters Score -1093680 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8451 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -1093684.250000 Penalty: 2950.000000
	Iteration 27Q: 3 clusters Score -1093684 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8452 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -1093690.750000 Penalty: 2950.000000
	Iteration 28Q: 3 clusters Score -1093691 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8455 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -1093692.750000 Penalty: 2950.000000
	Iteration 29Q: 3 clusters Score -1093693 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8456 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -1093692.750000 Penalty: 2950.000000
	Iteration 30Q: 3 clusters Score -1093693 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8457 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -1093693.875000 Penalty: 2950.000000
	Iteration 31Q: 3 clusters Score -1093694 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8455 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -1093697.375000 Penalty: 2950.000000
	Iteration 32Q: 3 clusters Score -1093697 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8457 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -1093699.625000 Penalty: 2950.000000
	Iteration 33Q: 3 clusters Score -1093700 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8460 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -1093700.875000 Penalty: 2950.000000
	Iteration 34Q: 3 clusters Score -1093701 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8463 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -1093706.125000 Penalty: 2950.000000
	Iteration 35Q: 3 clusters Score -1093706 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8464 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -1093710.625000 Penalty: 2950.000000
	Iteration 36Q: 3 clusters Score -1093711 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8465 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -1093712.000000 Penalty: 2950.000000
	Iteration 37Q: 3 clusters Score -1093712 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8465 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -1093714.250000 Penalty: 2950.000000
	Iteration 38Q: 3 clusters Score -1093714 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8466 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -1093712.750000 Penalty: 2950.000000
	Iteration 39Q: 3 clusters Score -1093713 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8467 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -1093714.250000 Penalty: 2950.000000
	Iteration 40F: 3 clusters Score -1093714 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (2688 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Entering Unmasked Estep 
Score: -325845.812500 Penalty: 1283.189819
	Iteration 0F: 2 clusters Score -325845.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -323307.468750 Penalty: 2566.379639
	Iteration 0F: 3 clusters Score -323307.5 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -323958.843750 Penalty: 2566.379639
	Iteration 1F: 3 clusters Score -323958.8 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -324143.437500 Penalty: 2566.379639
	Iteration 2F: 3 clusters Score -324143.4 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -324342.187500 Penalty: 2566.379639
	Iteration 3F: 3 clusters Score -324342.2 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -324521.031250 Penalty: 2566.379639
	Iteration 4F: 3 clusters Score -324521 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -324634.656250 Penalty: 2566.379639
	Iteration 5Q: 3 clusters Score -324634.7 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -324720.875000 Penalty: 2566.379639
	Iteration 6Q: 3 clusters Score -324720.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -324781.781250 Penalty: 2566.379639
	Iteration 7Q: 3 clusters Score -324781.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -324825.906250 Penalty: 2566.379639
	Iteration 8Q: 3 clusters Score -324825.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -324844.125000 Penalty: 2566.379639
	Iteration 9Q: 3 clusters Score -324844.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -324861.250000 Penalty: 2566.379639
	Iteration 10Q: 3 clusters Score -324861.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -324876.125000 Penalty: 2566.379639
	Iteration 11Q: 3 clusters Score -324876.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -324884.718750 Penalty: 2566.379639
	Iteration 12Q: 3 clusters Score -324884.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -324887.500000 Penalty: 2566.379639
	Iteration 13Q: 3 clusters Score -324887.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -324890.875000 Penalty: 2566.379639
	Iteration 14Q: 3 clusters Score -324890.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -324898.906250 Penalty: 2566.379639
	Iteration 15Q: 3 clusters Score -324898.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -324907.500000 Penalty: 2566.379639
	Iteration 16Q: 3 clusters Score -324907.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -324914.250000 Penalty: 2566.379639
	Iteration 17Q: 3 clusters Score -324914.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -324920.031250 Penalty: 2566.379639
	Iteration 18Q: 3 clusters Score -324920 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -324922.875000 Penalty: 2566.379639
	Iteration 19Q: 3 clusters Score -324922.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -324926.812500 Penalty: 2566.379639
	Iteration 20F: 3 clusters Score -324926.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -324930.250000 Penalty: 2566.379639
	Iteration 21Q: 3 clusters Score -324930.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -324935.687500 Penalty: 2566.379639
	Iteration 22Q: 3 clusters Score -324935.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -324940.062500 Penalty: 2566.379639
	Iteration 23Q: 3 clusters Score -324940.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -324942.375000 Penalty: 2566.379639
	Iteration 24Q: 3 clusters Score -324942.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -324942.656250 Penalty: 2566.379639
	Iteration 25Q: 3 clusters Score -324942.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -324944.031250 Penalty: 2566.379639
	Iteration 26Q: 3 clusters Score -324944 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -324945.187500 Penalty: 2566.379639
	Iteration 27Q: 3 clusters Score -324945.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -324945.437500 Penalty: 2566.379639
	Iteration 28Q: 3 clusters Score -324945.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -324947.687500 Penalty: 2566.379639
	Iteration 29Q: 3 clusters Score -324947.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -324949.687500 Penalty: 2566.379639
	Iteration 30Q: 3 clusters Score -324949.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -324953.468750 Penalty: 2566.379639
	Iteration 31Q: 3 clusters Score -324953.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -324955.781250 Penalty: 2566.379639
	Iteration 32Q: 3 clusters Score -324955.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -324960.156250 Penalty: 2566.379639
	Iteration 33Q: 3 clusters Score -324960.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -324963.875000 Penalty: 2566.379639
	Iteration 34Q: 3 clusters Score -324963.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -324967.968750 Penalty: 2566.379639
	Iteration 35Q: 3 clusters Score -324968 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -324972.500000 Penalty: 2566.379639
	Iteration 36Q: 3 clusters Score -324972.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -324976.781250 Penalty: 2566.379639
	Iteration 37Q: 3 clusters Score -324976.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -324983.718750 Penalty: 2566.379639
	Iteration 38Q: 3 clusters Score -324983.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -324992.343750 Penalty: 2566.379639
	Iteration 39Q: 3 clusters Score -324992.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -325003.062500 Penalty: 2566.379639
	Iteration 40F: 3 clusters Score -325003.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -325015.843750 Penalty: 2566.379639
	Iteration 41Q: 3 clusters Score -325015.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -325025.187500 Penalty: 2566.379639
	Iteration 42Q: 3 clusters Score -325025.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -325029.843750 Penalty: 2566.379639
	Iteration 43Q: 3 clusters Score -325029.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -325034.343750 Penalty: 2566.379639
	Iteration 44Q: 3 clusters Score -325034.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -325036.375000 Penalty: 2566.379639
	Iteration 45Q: 3 clusters Score -325036.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -325036.718750 Penalty: 2566.379639
	Iteration 46Q: 3 clusters Score -325036.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -325036.718750 Penalty: 2566.379639
	Iteration 47F: 3 clusters Score -325036.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (5044 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Entering Unmasked Estep 
Score: -638692.937500 Penalty: 1385.467529
	Iteration 0F: 2 clusters Score -638692.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -634664.875000 Penalty: 2770.935059
	Iteration 0F: 3 clusters Score -634664.9 nChanged 2011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -635793.437500 Penalty: 2770.935059
	Iteration 1F: 3 clusters Score -635793.4 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -635948.062500 Penalty: 2770.935059
	Iteration 2F: 3 clusters Score -635948.1 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -636043.625000 Penalty: 2770.935059
	Iteration 3Q: 3 clusters Score -636043.6 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -636104.812500 Penalty: 2770.935059
	Iteration 4Q: 3 clusters Score -636104.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -636166.062500 Penalty: 2770.935059
	Iteration 5Q: 3 clusters Score -636166.1 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -636223.125000 Penalty: 2770.935059
	Iteration 6Q: 3 clusters Score -636223.1 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -636266.562500 Penalty: 2770.935059
	Iteration 7Q: 3 clusters Score -636266.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -636306.625000 Penalty: 2770.935059
	Iteration 8Q: 3 clusters Score -636306.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -636337.062500 Penalty: 2770.935059
	Iteration 9Q: 3 clusters Score -636337.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -636370.187500 Penalty: 2770.935059
	Iteration 10Q: 3 clusters Score -636370.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -636408.937500 Penalty: 2770.935059
	Iteration 11Q: 3 clusters Score -636408.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -636445.625000 Penalty: 2770.935059
	Iteration 12Q: 3 clusters Score -636445.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -636490.562500 Penalty: 2770.935059
	Iteration 13Q: 3 clusters Score -636490.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -636536.000000 Penalty: 2770.935059
	Iteration 14Q: 3 clusters Score -636536 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -636588.187500 Penalty: 2770.935059
	Iteration 15Q: 3 clusters Score -636588.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -636647.937500 Penalty: 2770.935059
	Iteration 16Q: 3 clusters Score -636647.9 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -636717.062500 Penalty: 2770.935059
	Iteration 17Q: 3 clusters Score -636717.1 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -636784.187500 Penalty: 2770.935059
	Iteration 18Q: 3 clusters Score -636784.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -636855.500000 Penalty: 2770.935059
	Iteration 19Q: 3 clusters Score -636855.5 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -636924.562500 Penalty: 2770.935059
	Iteration 20F: 3 clusters Score -636924.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -636992.750000 Penalty: 2770.935059
	Iteration 21Q: 3 clusters Score -636992.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -637060.187500 Penalty: 2770.935059
	Iteration 22Q: 3 clusters Score -637060.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -637117.562500 Penalty: 2770.935059
	Iteration 23Q: 3 clusters Score -637117.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -637160.312500 Penalty: 2770.935059
	Iteration 24Q: 3 clusters Score -637160.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -637214.812500 Penalty: 2770.935059
	Iteration 25Q: 3 clusters Score -637214.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -637254.937500 Penalty: 2770.935059
	Iteration 26Q: 3 clusters Score -637254.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -637291.812500 Penalty: 2770.935059
	Iteration 27Q: 3 clusters Score -637291.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -637331.750000 Penalty: 2770.935059
	Iteration 28Q: 3 clusters Score -637331.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -637359.937500 Penalty: 2770.935059
	Iteration 29Q: 3 clusters Score -637359.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -637385.875000 Penalty: 2770.935059
	Iteration 30Q: 3 clusters Score -637385.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -637402.750000 Penalty: 2770.935059
	Iteration 31Q: 3 clusters Score -637402.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -637410.375000 Penalty: 2770.935059
	Iteration 32Q: 3 clusters Score -637410.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -637414.062500 Penalty: 2770.935059
	Iteration 33Q: 3 clusters Score -637414.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -637419.687500 Penalty: 2770.935059
	Iteration 34Q: 3 clusters Score -637419.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -637420.562500 Penalty: 2770.935059
	Iteration 35Q: 3 clusters Score -637420.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -637423.687500 Penalty: 2770.935059
	Iteration 36Q: 3 clusters Score -637423.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -637424.562500 Penalty: 2770.935059
	Iteration 37Q: 3 clusters Score -637424.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -637424.562500 Penalty: 2770.935059
	Iteration 38F: 3 clusters Score -637424.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (7525 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7525 members 
Entering Unmasked Estep 
Score: -831994.937500 Penalty: 1450.472778
	Iteration 0F: 2 clusters Score -831994.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -826356.875000 Penalty: 2900.945557
	Iteration 0F: 3 clusters Score -826356.9 nChanged 3252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -828377.062500 Penalty: 2900.945557
	Iteration 1F: 3 clusters Score -828377.1 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -828805.000000 Penalty: 2900.945557
	Iteration 2F: 3 clusters Score -828805 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -829120.500000 Penalty: 2900.945557
	Iteration 3F: 3 clusters Score -829120.5 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -829399.250000 Penalty: 2900.945557
	Iteration 4F: 3 clusters Score -829399.2 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -829669.187500 Penalty: 2900.945557
	Iteration 5F: 3 clusters Score -829669.2 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -829868.250000 Penalty: 2900.945557
	Iteration 6Q: 3 clusters Score -829868.2 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -830042.875000 Penalty: 2900.945557
	Iteration 7Q: 3 clusters Score -830042.9 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -830161.500000 Penalty: 2900.945557
	Iteration 8Q: 3 clusters Score -830161.5 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -830274.312500 Penalty: 2900.945557
	Iteration 9Q: 3 clusters Score -830274.3 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -830358.937500 Penalty: 2900.945557
	Iteration 10Q: 3 clusters Score -830358.9 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -830424.625000 Penalty: 2900.945557
	Iteration 11Q: 3 clusters Score -830424.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -830467.625000 Penalty: 2900.945557
	Iteration 12Q: 3 clusters Score -830467.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -830501.000000 Penalty: 2900.945557
	Iteration 13Q: 3 clusters Score -830501 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -830527.687500 Penalty: 2900.945557
	Iteration 14Q: 3 clusters Score -830527.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -830550.687500 Penalty: 2900.945557
	Iteration 15Q: 3 clusters Score -830550.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -830566.062500 Penalty: 2900.945557
	Iteration 16Q: 3 clusters Score -830566.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -830580.250000 Penalty: 2900.945557
	Iteration 17Q: 3 clusters Score -830580.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -830593.375000 Penalty: 2900.945557
	Iteration 18Q: 3 clusters Score -830593.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -830601.125000 Penalty: 2900.945557
	Iteration 19Q: 3 clusters Score -830601.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -830608.875000 Penalty: 2900.945557
	Iteration 20F: 3 clusters Score -830608.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -830618.187500 Penalty: 2900.945557
	Iteration 21Q: 3 clusters Score -830618.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -830629.250000 Penalty: 2900.945557
	Iteration 22Q: 3 clusters Score -830629.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -830634.937500 Penalty: 2900.945557
	Iteration 23Q: 3 clusters Score -830634.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -830640.437500 Penalty: 2900.945557
	Iteration 24Q: 3 clusters Score -830640.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -830641.375000 Penalty: 2900.945557
	Iteration 25Q: 3 clusters Score -830641.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -830646.062500 Penalty: 2900.945557
	Iteration 26Q: 3 clusters Score -830646.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -830647.562500 Penalty: 2900.945557
	Iteration 27Q: 3 clusters Score -830647.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -830651.500000 Penalty: 2900.945557
	Iteration 28Q: 3 clusters Score -830651.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -830653.687500 Penalty: 2900.945557
	Iteration 29Q: 3 clusters Score -830653.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -830655.375000 Penalty: 2900.945557
	Iteration 30Q: 3 clusters Score -830655.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -830656.937500 Penalty: 2900.945557
	Iteration 31Q: 3 clusters Score -830656.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -830658.375000 Penalty: 2900.945557
	Iteration 32Q: 3 clusters Score -830658.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -830659.187500 Penalty: 2900.945557
	Iteration 33Q: 3 clusters Score -830659.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -830661.125000 Penalty: 2900.945557
	Iteration 34Q: 3 clusters Score -830661.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -830660.250000 Penalty: 2900.945557
	Iteration 35Q: 3 clusters Score -830660.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -830662.562500 Penalty: 2900.945557
	Iteration 36Q: 3 clusters Score -830662.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -830666.187500 Penalty: 2900.945557
	Iteration 37Q: 3 clusters Score -830666.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -830666.125000 Penalty: 2900.945557
	Iteration 38Q: 3 clusters Score -830666.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -830666.937500 Penalty: 2900.945557
	Iteration 39Q: 3 clusters Score -830666.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -830666.187500 Penalty: 2900.945557
	Iteration 40F: 3 clusters Score -830666.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -830667.000000 Penalty: 2900.945557
	Iteration 41Q: 3 clusters Score -830667 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -830668.125000 Penalty: 2900.945557
	Iteration 42Q: 3 clusters Score -830668.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -830669.250000 Penalty: 2900.945557
	Iteration 43Q: 3 clusters Score -830669.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -830669.750000 Penalty: 2900.945557
	Iteration 44Q: 3 clusters Score -830669.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -830669.750000 Penalty: 2900.945557
	Iteration 45F: 3 clusters Score -830669.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (41371 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41371 members 
Entering Unmasked Estep 
Score: -5235969.500000 Penalty: 1727.429565
	Iteration 0F: 2 clusters Score -5235970 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20652 members 
Mstep: Class 2 contains 20719 members 
Entering Unmasked Estep 
Score: -5208183.500000 Penalty: 3454.859131
	Iteration 0F: 3 clusters Score -5208184 nChanged 19287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20269 members 
Mstep: Class 2 contains 21102 members 
Entering Unmasked Estep 
Score: -5219101.500000 Penalty: 3454.859131
	Iteration 1F: 3 clusters Score -5219102 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20149 members 
Mstep: Class 2 contains 21222 members 
Entering Unmasked Estep 
Score: -5219555.500000 Penalty: 3454.859131
	Iteration 2Q: 3 clusters Score -5219556 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19983 members 
Mstep: Class 2 contains 21388 members 
Entering Unmasked Estep 
Score: -5220076.000000 Penalty: 3454.859131
	Iteration 3Q: 3 clusters Score -5220076 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19793 members 
Mstep: Class 2 contains 21578 members 
Entering Unmasked Estep 
Score: -5220654.500000 Penalty: 3454.859131
	Iteration 4Q: 3 clusters Score -5220654 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19507 members 
Mstep: Class 2 contains 21864 members 
Entering Unmasked Estep 
Score: -5221312.000000 Penalty: 3454.859131
	Iteration 5Q: 3 clusters Score -5221312 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19163 members 
Mstep: Class 2 contains 22208 members 
Entering Unmasked Estep 
Score: -5222154.000000 Penalty: 3454.859131
	Iteration 6Q: 3 clusters Score -5222154 nChanged 1965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18726 members 
Mstep: Class 2 contains 22645 members 
Entering Unmasked Estep 
Score: -5223182.000000 Penalty: 3454.859131
	Iteration 7Q: 3 clusters Score -5223182 nChanged 2201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18231 members 
Mstep: Class 2 contains 23140 members 
Entering Unmasked Estep 
Score: -5224568.000000 Penalty: 3454.859131
	Iteration 8F: 3 clusters Score -5224568 nChanged 2444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17655 members 
Mstep: Class 2 contains 23716 members 
Entering Unmasked Estep 
Score: -5226368.000000 Penalty: 3454.859131
	Iteration 9F: 3 clusters Score -5226368 nChanged 2390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17093 members 
Mstep: Class 2 contains 24278 members 
Entering Unmasked Estep 
Score: -5228295.500000 Penalty: 3454.859131
	Iteration 10F: 3 clusters Score -5228296 nChanged 2172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16469 members 
Mstep: Class 2 contains 24902 members 
Entering Unmasked Estep 
Score: -5230028.500000 Penalty: 3454.859131
	Iteration 11F: 3 clusters Score -5230028 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15962 members 
Mstep: Class 2 contains 25409 members 
Entering Unmasked Estep 
Score: -5231269.500000 Penalty: 3454.859131
	Iteration 12Q: 3 clusters Score -5231270 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15616 members 
Mstep: Class 2 contains 25755 members 
Entering Unmasked Estep 
Score: -5232279.000000 Penalty: 3454.859131
	Iteration 13Q: 3 clusters Score -5232279 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15431 members 
Mstep: Class 2 contains 25940 members 
Entering Unmasked Estep 
Score: -5233105.000000 Penalty: 3454.859131
	Iteration 14Q: 3 clusters Score -5233105 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15524 members 
Mstep: Class 2 contains 25847 members 
Entering Unmasked Estep 
Score: -5233660.500000 Penalty: 3454.859131
	Iteration 15Q: 3 clusters Score -5233660 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15824 members 
Mstep: Class 2 contains 25547 members 
Entering Unmasked Estep 
Score: -5234094.500000 Penalty: 3454.859131
	Iteration 16Q: 3 clusters Score -5234094 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16316 members 
Mstep: Class 2 contains 25055 members 
Entering Unmasked Estep 
Score: -5234542.000000 Penalty: 3454.859131
	Iteration 17Q: 3 clusters Score -5234542 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16950 members 
Mstep: Class 2 contains 24421 members 
Entering Unmasked Estep 
Score: -5235084.000000 Penalty: 3454.859131
	Iteration 18Q: 3 clusters Score -5235084 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17781 members 
Mstep: Class 2 contains 23590 members 
Entering Unmasked Estep 
Score: -5235852.000000 Penalty: 3454.859131
	Iteration 19Q: 3 clusters Score -5235852 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18661 members 
Mstep: Class 2 contains 22710 members 
Entering Unmasked Estep 
Score: -5236770.500000 Penalty: 3454.859131
	Iteration 20F: 3 clusters Score -5236770 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19498 members 
Mstep: Class 2 contains 21873 members 
Entering Unmasked Estep 
Score: -5237475.500000 Penalty: 3454.859131
	Iteration 21Q: 3 clusters Score -5237476 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20121 members 
Mstep: Class 2 contains 21250 members 
Entering Unmasked Estep 
Score: -5237812.500000 Penalty: 3454.859131
	Iteration 22Q: 3 clusters Score -5237812 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20548 members 
Mstep: Class 2 contains 20823 members 
Entering Unmasked Estep 
Score: -5237964.000000 Penalty: 3454.859131
	Iteration 23Q: 3 clusters Score -5237964 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20909 members 
Mstep: Class 2 contains 20462 members 
Entering Unmasked Estep 
Score: -5238047.500000 Penalty: 3454.859131
	Iteration 24Q: 3 clusters Score -5238048 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21180 members 
Mstep: Class 2 contains 20191 members 
Entering Unmasked Estep 
Score: -5238121.500000 Penalty: 3454.859131
	Iteration 25Q: 3 clusters Score -5238122 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21403 members 
Mstep: Class 2 contains 19968 members 
Entering Unmasked Estep 
Score: -5238157.500000 Penalty: 3454.859131
	Iteration 26Q: 3 clusters Score -5238158 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21565 members 
Mstep: Class 2 contains 19806 members 
Entering Unmasked Estep 
Score: -5238180.500000 Penalty: 3454.859131
	Iteration 27Q: 3 clusters Score -5238180 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21675 members 
Mstep: Class 2 contains 19696 members 
Entering Unmasked Estep 
Score: -5238195.500000 Penalty: 3454.859131
	Iteration 28Q: 3 clusters Score -5238196 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21752 members 
Mstep: Class 2 contains 19619 members 
Entering Unmasked Estep 
Score: -5238187.000000 Penalty: 3454.859131
	Iteration 29Q: 3 clusters Score -5238187 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21815 members 
Mstep: Class 2 contains 19556 members 
Entering Unmasked Estep 
Score: -5238180.500000 Penalty: 3454.859131
	Iteration 30Q: 3 clusters Score -5238180 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21864 members 
Mstep: Class 2 contains 19507 members 
Entering Unmasked Estep 
Score: -5238193.500000 Penalty: 3454.859131
	Iteration 31Q: 3 clusters Score -5238194 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21901 members 
Mstep: Class 2 contains 19470 members 
Entering Unmasked Estep 
Score: -5238189.000000 Penalty: 3454.859131
	Iteration 32Q: 3 clusters Score -5238189 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21932 members 
Mstep: Class 2 contains 19439 members 
Entering Unmasked Estep 
Score: -5238191.000000 Penalty: 3454.859131
	Iteration 33Q: 3 clusters Score -5238191 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21948 members 
Mstep: Class 2 contains 19423 members 
Entering Unmasked Estep 
Score: -5238183.500000 Penalty: 3454.859131
	Iteration 34Q: 3 clusters Score -5238184 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21959 members 
Mstep: Class 2 contains 19412 members 
Entering Unmasked Estep 
Score: -5238187.500000 Penalty: 3454.859131
	Iteration 35Q: 3 clusters Score -5238188 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21966 members 
Mstep: Class 2 contains 19405 members 
Entering Unmasked Estep 
Score: -5238189.500000 Penalty: 3454.859131
	Iteration 36Q: 3 clusters Score -5238190 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21971 members 
Mstep: Class 2 contains 19400 members 
Entering Unmasked Estep 
Score: -5238191.000000 Penalty: 3454.859131
	Iteration 37Q: 3 clusters Score -5238191 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21971 members 
Mstep: Class 2 contains 19400 members 
Entering Unmasked Estep 
Score: -5238191.000000 Penalty: 3454.859131
	Iteration 38F: 3 clusters Score -5238191 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 499 members 
Mstep: Class 3 contains 21915 members 
Mstep: Class 4 contains 3330 members 
Mstep: Class 5 contains 22958 members 
Mstep: Class 6 contains 93878 members 
Mstep: Class 7 contains 2819 members 
Mstep: Class 8 contains 149567 members 
Mstep: Class 9 contains 5149 members 
Mstep: Class 10 contains 5281 members 
Mstep: Class 11 contains 8751 members 
Mstep: Class 12 contains 2688 members 
Mstep: Class 13 contains 5044 members 
Mstep: Class 14 contains 7525 members 
Mstep: Class 15 contains 21971 members 
Mstep: Class 16 contains 14378 members 
Mstep: Class 17 contains 4194 members 
Mstep: Class 18 contains 12880 members 
Mstep: Class 19 contains 7738 members 
Mstep: Class 20 contains 4602 members 
Mstep: Class 21 contains 51826 members 
Mstep: Class 22 contains 4558 members 
Mstep: Class 23 contains 9720 members 
Mstep: Class 24 contains 17309 members 
Mstep: Class 25 contains 509 members 
Mstep: Class 26 contains 29696 members 
Mstep: Class 27 contains 3227 members 
Mstep: Class 28 contains 18705 members 
Mstep: Class 29 contains 38601 members 
Mstep: Class 30 contains 19485 members 
Mstep: Class 31 contains 35515 members 
Mstep: Class 32 contains 5027 members 
Mstep: Class 33 contains 6372 members 
Mstep: Class 34 contains 9346 members 
Mstep: Class 35 contains 32583 members 
Mstep: Class 36 contains 12078 members 
Mstep: Class 37 contains 2786 members 
Mstep: Class 38 contains 17509 members 
Mstep: Class 39 contains 38520 members 
Mstep: Class 40 contains 2940 members 
Mstep: Class 41 contains 9578 members 
Mstep: Class 42 contains 6729 members 
Mstep: Class 43 contains 28789 members 
Mstep: Class 44 contains 3784 members 
Mstep: Class 45 contains 19400 members 
Entering Unmasked Estep 
Score: -100292144.000000 Penalty: 99580.367188
Splitting cluster 15 changes total score from -100289952.000000 to -100292144.000000
So it's getting split into cluster 45.
Entering ConstructFrom: 
Trying to split cluster 16 (14378 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14378 members 
Entering Unmasked Estep 
Score: -1815646.000000 Penalty: 1555.686401
	Iteration 0F: 2 clusters Score -1815646 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7244 members 
Mstep: Class 2 contains 7134 members 
Entering Unmasked Estep 
Score: -1805669.000000 Penalty: 3111.372803
	Iteration 0F: 3 clusters Score -1805669 nChanged 6380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7504 members 
Mstep: Class 2 contains 6874 members 
Entering Unmasked Estep 
Score: -1809179.875000 Penalty: 3111.372803
	Iteration 1F: 3 clusters Score -1809180 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7612 members 
Mstep: Class 2 contains 6766 members 
Entering Unmasked Estep 
Score: -1809575.250000 Penalty: 3111.372803
	Iteration 2F: 3 clusters Score -1809575 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7752 members 
Mstep: Class 2 contains 6626 members 
Entering Unmasked Estep 
Score: -1810046.125000 Penalty: 3111.372803
	Iteration 3F: 3 clusters Score -1810046 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7886 members 
Mstep: Class 2 contains 6492 members 
Entering Unmasked Estep 
Score: -1810500.875000 Penalty: 3111.372803
	Iteration 4F: 3 clusters Score -1810501 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7983 members 
Mstep: Class 2 contains 6395 members 
Entering Unmasked Estep 
Score: -1810944.125000 Penalty: 3111.372803
	Iteration 5F: 3 clusters Score -1810944 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8006 members 
Mstep: Class 2 contains 6372 members 
Entering Unmasked Estep 
Score: -1811375.375000 Penalty: 3111.372803
	Iteration 6F: 3 clusters Score -1811375 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7993 members 
Mstep: Class 2 contains 6385 members 
Entering Unmasked Estep 
Score: -1811788.125000 Penalty: 3111.372803
	Iteration 7Q: 3 clusters Score -1811788 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7941 members 
Mstep: Class 2 contains 6437 members 
Entering Unmasked Estep 
Score: -1812210.250000 Penalty: 3111.372803
	Iteration 8Q: 3 clusters Score -1812210 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7916 members 
Mstep: Class 2 contains 6462 members 
Entering Unmasked Estep 
Score: -1812601.000000 Penalty: 3111.372803
	Iteration 9Q: 3 clusters Score -1812601 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7923 members 
Mstep: Class 2 contains 6455 members 
Entering Unmasked Estep 
Score: -1812900.750000 Penalty: 3111.372803
	Iteration 10Q: 3 clusters Score -1812901 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7980 members 
Mstep: Class 2 contains 6398 members 
Entering Unmasked Estep 
Score: -1813139.375000 Penalty: 3111.372803
	Iteration 11Q: 3 clusters Score -1813139 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8056 members 
Mstep: Class 2 contains 6322 members 
Entering Unmasked Estep 
Score: -1813360.750000 Penalty: 3111.372803
	Iteration 12Q: 3 clusters Score -1813361 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8167 members 
Mstep: Class 2 contains 6211 members 
Entering Unmasked Estep 
Score: -1813629.125000 Penalty: 3111.372803
	Iteration 13Q: 3 clusters Score -1813629 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8278 members 
Mstep: Class 2 contains 6100 members 
Entering Unmasked Estep 
Score: -1813916.375000 Penalty: 3111.372803
	Iteration 14Q: 3 clusters Score -1813916 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8395 members 
Mstep: Class 2 contains 5983 members 
Entering Unmasked Estep 
Score: -1814143.125000 Penalty: 3111.372803
	Iteration 15Q: 3 clusters Score -1814143 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8474 members 
Mstep: Class 2 contains 5904 members 
Entering Unmasked Estep 
Score: -1814275.375000 Penalty: 3111.372803
	Iteration 16Q: 3 clusters Score -1814275 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8520 members 
Mstep: Class 2 contains 5858 members 
Entering Unmasked Estep 
Score: -1814358.000000 Penalty: 3111.372803
	Iteration 17Q: 3 clusters Score -1814358 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8545 members 
Mstep: Class 2 contains 5833 members 
Entering Unmasked Estep 
Score: -1814411.125000 Penalty: 3111.372803
	Iteration 18Q: 3 clusters Score -1814411 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8552 members 
Mstep: Class 2 contains 5826 members 
Entering Unmasked Estep 
Score: -1814462.375000 Penalty: 3111.372803
	Iteration 19Q: 3 clusters Score -1814462 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8554 members 
Mstep: Class 2 contains 5824 members 
Entering Unmasked Estep 
Score: -1814498.625000 Penalty: 3111.372803
	Iteration 20F: 3 clusters Score -1814499 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8543 members 
Mstep: Class 2 contains 5835 members 
Entering Unmasked Estep 
Score: -1814514.375000 Penalty: 3111.372803
	Iteration 21Q: 3 clusters Score -1814514 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8523 members 
Mstep: Class 2 contains 5855 members 
Entering Unmasked Estep 
Score: -1814544.875000 Penalty: 3111.372803
	Iteration 22Q: 3 clusters Score -1814545 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8474 members 
Mstep: Class 2 contains 5904 members 
Entering Unmasked Estep 
Score: -1814566.875000 Penalty: 3111.372803
	Iteration 23Q: 3 clusters Score -1814567 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8424 members 
Mstep: Class 2 contains 5954 members 
Entering Unmasked Estep 
Score: -1814592.000000 Penalty: 3111.372803
	Iteration 24Q: 3 clusters Score -1814592 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8378 members 
Mstep: Class 2 contains 6000 members 
Entering Unmasked Estep 
Score: -1814607.750000 Penalty: 3111.372803
	Iteration 25Q: 3 clusters Score -1814608 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8334 members 
Mstep: Class 2 contains 6044 members 
Entering Unmasked Estep 
Score: -1814635.250000 Penalty: 3111.372803
	Iteration 26Q: 3 clusters Score -1814635 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8254 members 
Mstep: Class 2 contains 6124 members 
Entering Unmasked Estep 
Score: -1814674.750000 Penalty: 3111.372803
	Iteration 27Q: 3 clusters Score -1814675 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8149 members 
Mstep: Class 2 contains 6229 members 
Entering Unmasked Estep 
Score: -1814722.625000 Penalty: 3111.372803
	Iteration 28Q: 3 clusters Score -1814723 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8040 members 
Mstep: Class 2 contains 6338 members 
Entering Unmasked Estep 
Score: -1814781.875000 Penalty: 3111.372803
	Iteration 29Q: 3 clusters Score -1814782 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7909 members 
Mstep: Class 2 contains 6469 members 
Entering Unmasked Estep 
Score: -1814866.500000 Penalty: 3111.372803
	Iteration 30Q: 3 clusters Score -1814866 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7763 members 
Mstep: Class 2 contains 6615 members 
Entering Unmasked Estep 
Score: -1814976.250000 Penalty: 3111.372803
	Iteration 31Q: 3 clusters Score -1814976 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7607 members 
Mstep: Class 2 contains 6771 members 
Entering Unmasked Estep 
Score: -1815079.000000 Penalty: 3111.372803
	Iteration 32Q: 3 clusters Score -1815079 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7461 members 
Mstep: Class 2 contains 6917 members 
Entering Unmasked Estep 
Score: -1815184.000000 Penalty: 3111.372803
	Iteration 33Q: 3 clusters Score -1815184 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7334 members 
Mstep: Class 2 contains 7044 members 
Entering Unmasked Estep 
Score: -1815280.250000 Penalty: 3111.372803
	Iteration 34Q: 3 clusters Score -1815280 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7194 members 
Mstep: Class 2 contains 7184 members 
Entering Unmasked Estep 
Score: -1815377.625000 Penalty: 3111.372803
	Iteration 35Q: 3 clusters Score -1815378 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7050 members 
Mstep: Class 2 contains 7328 members 
Entering Unmasked Estep 
Score: -1815460.375000 Penalty: 3111.372803
	Iteration 36Q: 3 clusters Score -1815460 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6926 members 
Mstep: Class 2 contains 7452 members 
Entering Unmasked Estep 
Score: -1815532.625000 Penalty: 3111.372803
	Iteration 37Q: 3 clusters Score -1815533 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6829 members 
Mstep: Class 2 contains 7549 members 
Entering Unmasked Estep 
Score: -1815589.000000 Penalty: 3111.372803
	Iteration 38Q: 3 clusters Score -1815589 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6722 members 
Mstep: Class 2 contains 7656 members 
Entering Unmasked Estep 
Score: -1815633.750000 Penalty: 3111.372803
	Iteration 39Q: 3 clusters Score -1815634 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6626 members 
Mstep: Class 2 contains 7752 members 
Entering Unmasked Estep 
Score: -1815704.250000 Penalty: 3111.372803
	Iteration 40F: 3 clusters Score -1815704 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6526 members 
Mstep: Class 2 contains 7852 members 
Entering Unmasked Estep 
Score: -1815766.000000 Penalty: 3111.372803
	Iteration 41Q: 3 clusters Score -1815766 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6433 members 
Mstep: Class 2 contains 7945 members 
Entering Unmasked Estep 
Score: -1815824.500000 Penalty: 3111.372803
	Iteration 42Q: 3 clusters Score -1815824 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6356 members 
Mstep: Class 2 contains 8022 members 
Entering Unmasked Estep 
Score: -1815866.625000 Penalty: 3111.372803
	Iteration 43Q: 3 clusters Score -1815867 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6300 members 
Mstep: Class 2 contains 8078 members 
Entering Unmasked Estep 
Score: -1815894.750000 Penalty: 3111.372803
	Iteration 44Q: 3 clusters Score -1815895 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6250 members 
Mstep: Class 2 contains 8128 members 
Entering Unmasked Estep 
Score: -1815913.875000 Penalty: 3111.372803
	Iteration 45Q: 3 clusters Score -1815914 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6195 members 
Mstep: Class 2 contains 8183 members 
Entering Unmasked Estep 
Score: -1815935.375000 Penalty: 3111.372803
	Iteration 46Q: 3 clusters Score -1815935 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6150 members 
Mstep: Class 2 contains 8228 members 
Entering Unmasked Estep 
Score: -1815952.125000 Penalty: 3111.372803
	Iteration 47Q: 3 clusters Score -1815952 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6097 members 
Mstep: Class 2 contains 8281 members 
Entering Unmasked Estep 
Score: -1815972.750000 Penalty: 3111.372803
	Iteration 48Q: 3 clusters Score -1815973 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6047 members 
Mstep: Class 2 contains 8331 members 
Entering Unmasked Estep 
Score: -1815980.500000 Penalty: 3111.372803
	Iteration 49Q: 3 clusters Score -1815980 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6008 members 
Mstep: Class 2 contains 8370 members 
Entering Unmasked Estep 
Score: -1816000.250000 Penalty: 3111.372803
	Iteration 50Q: 3 clusters Score -1816000 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5962 members 
Mstep: Class 2 contains 8416 members 
Entering Unmasked Estep 
Score: -1816010.000000 Penalty: 3111.372803
	Iteration 51Q: 3 clusters Score -1816010 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5923 members 
Mstep: Class 2 contains 8455 members 
Entering Unmasked Estep 
Score: -1816016.875000 Penalty: 3111.372803
	Iteration 52Q: 3 clusters Score -1816017 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5883 members 
Mstep: Class 2 contains 8495 members 
Entering Unmasked Estep 
Score: -1816029.625000 Penalty: 3111.372803
	Iteration 53Q: 3 clusters Score -1816030 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5853 members 
Mstep: Class 2 contains 8525 members 
Entering Unmasked Estep 
Score: -1816032.125000 Penalty: 3111.372803
	Iteration 54Q: 3 clusters Score -1816032 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5826 members 
Mstep: Class 2 contains 8552 members 
Entering Unmasked Estep 
Score: -1816037.125000 Penalty: 3111.372803
	Iteration 55Q: 3 clusters Score -1816037 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5805 members 
Mstep: Class 2 contains 8573 members 
Entering Unmasked Estep 
Score: -1816047.000000 Penalty: 3111.372803
	Iteration 56Q: 3 clusters Score -1816047 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5776 members 
Mstep: Class 2 contains 8602 members 
Entering Unmasked Estep 
Score: -1816057.375000 Penalty: 3111.372803
	Iteration 57Q: 3 clusters Score -1816057 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5745 members 
Mstep: Class 2 contains 8633 members 
Entering Unmasked Estep 
Score: -1816062.000000 Penalty: 3111.372803
	Iteration 58Q: 3 clusters Score -1816062 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5719 members 
Mstep: Class 2 contains 8659 members 
Entering Unmasked Estep 
Score: -1816068.125000 Penalty: 3111.372803
	Iteration 59Q: 3 clusters Score -1816068 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 8682 members 
Entering Unmasked Estep 
Score: -1816069.625000 Penalty: 3111.372803
	Iteration 60F: 3 clusters Score -1816070 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5682 members 
Mstep: Class 2 contains 8696 members 
Entering Unmasked Estep 
Score: -1816070.875000 Penalty: 3111.372803
	Iteration 61Q: 3 clusters Score -1816071 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5671 members 
Mstep: Class 2 contains 8707 members 
Entering Unmasked Estep 
Score: -1816076.875000 Penalty: 3111.372803
	Iteration 62Q: 3 clusters Score -1816077 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5664 members 
Mstep: Class 2 contains 8714 members 
Entering Unmasked Estep 
Score: -1816073.625000 Penalty: 3111.372803
	Iteration 63Q: 3 clusters Score -1816074 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 8719 members 
Entering Unmasked Estep 
Score: -1816074.000000 Penalty: 3111.372803
	Iteration 64Q: 3 clusters Score -1816074 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5656 members 
Mstep: Class 2 contains 8722 members 
Entering Unmasked Estep 
Score: -1816071.625000 Penalty: 3111.372803
	Iteration 65Q: 3 clusters Score -1816072 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5654 members 
Mstep: Class 2 contains 8724 members 
Entering Unmasked Estep 
Score: -1816071.625000 Penalty: 3111.372803
	Iteration 66Q: 3 clusters Score -1816072 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5649 members 
Mstep: Class 2 contains 8729 members 
Entering Unmasked Estep 
Score: -1816070.750000 Penalty: 3111.372803
	Iteration 67Q: 3 clusters Score -1816071 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5644 members 
Mstep: Class 2 contains 8734 members 
Entering Unmasked Estep 
Score: -1816069.625000 Penalty: 3111.372803
	Iteration 68Q: 3 clusters Score -1816070 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5636 members 
Mstep: Class 2 contains 8742 members 
Entering Unmasked Estep 
Score: -1816075.750000 Penalty: 3111.372803
	Iteration 69Q: 3 clusters Score -1816076 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5627 members 
Mstep: Class 2 contains 8751 members 
Entering Unmasked Estep 
Score: -1816075.125000 Penalty: 3111.372803
	Iteration 70Q: 3 clusters Score -1816075 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5620 members 
Mstep: Class 2 contains 8758 members 
Entering Unmasked Estep 
Score: -1816076.750000 Penalty: 3111.372803
	Iteration 71Q: 3 clusters Score -1816077 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 8761 members 
Entering Unmasked Estep 
Score: -1816077.125000 Penalty: 3111.372803
	Iteration 72Q: 3 clusters Score -1816077 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5613 members 
Mstep: Class 2 contains 8765 members 
Entering Unmasked Estep 
Score: -1816079.250000 Penalty: 3111.372803
	Iteration 73Q: 3 clusters Score -1816079 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5607 members 
Mstep: Class 2 contains 8771 members 
Entering Unmasked Estep 
Score: -1816076.125000 Penalty: 3111.372803
	Iteration 74Q: 3 clusters Score -1816076 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5605 members 
Mstep: Class 2 contains 8773 members 
Entering Unmasked Estep 
Score: -1816075.750000 Penalty: 3111.372803
	Iteration 75Q: 3 clusters Score -1816076 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5602 members 
Mstep: Class 2 contains 8776 members 
Entering Unmasked Estep 
Score: -1816076.250000 Penalty: 3111.372803
	Iteration 76Q: 3 clusters Score -1816076 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5601 members 
Mstep: Class 2 contains 8777 members 
Entering Unmasked Estep 
Score: -1816075.500000 Penalty: 3111.372803
	Iteration 77Q: 3 clusters Score -1816076 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5600 members 
Mstep: Class 2 contains 8778 members 
Entering Unmasked Estep 
Score: -1816076.875000 Penalty: 3111.372803
	Iteration 78Q: 3 clusters Score -1816077 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5600 members 
Mstep: Class 2 contains 8778 members 
Entering Unmasked Estep 
Score: -1816076.875000 Penalty: 3111.372803
	Iteration 79F: 3 clusters Score -1816077 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 499 members 
Mstep: Class 3 contains 21915 members 
Mstep: Class 4 contains 3330 members 
Mstep: Class 5 contains 22958 members 
Mstep: Class 6 contains 93878 members 
Mstep: Class 7 contains 2819 members 
Mstep: Class 8 contains 149567 members 
Mstep: Class 9 contains 5149 members 
Mstep: Class 10 contains 5281 members 
Mstep: Class 11 contains 8751 members 
Mstep: Class 12 contains 2688 members 
Mstep: Class 13 contains 5044 members 
Mstep: Class 14 contains 7525 members 
Mstep: Class 15 contains 21971 members 
Mstep: Class 16 contains 5600 members 
Mstep: Class 17 contains 4194 members 
Mstep: Class 18 contains 12880 members 
Mstep: Class 19 contains 7738 members 
Mstep: Class 20 contains 4602 members 
Mstep: Class 21 contains 51826 members 
Mstep: Class 22 contains 4558 members 
Mstep: Class 23 contains 9720 members 
Mstep: Class 24 contains 17309 members 
Mstep: Class 25 contains 509 members 
Mstep: Class 26 contains 29696 members 
Mstep: Class 27 contains 3227 members 
Mstep: Class 28 contains 18705 members 
Mstep: Class 29 contains 38601 members 
Mstep: Class 30 contains 19485 members 
Mstep: Class 31 contains 35515 members 
Mstep: Class 32 contains 5027 members 
Mstep: Class 33 contains 6372 members 
Mstep: Class 34 contains 9346 members 
Mstep: Class 35 contains 32583 members 
Mstep: Class 36 contains 12078 members 
Mstep: Class 37 contains 2786 members 
Mstep: Class 38 contains 17509 members 
Mstep: Class 39 contains 38520 members 
Mstep: Class 40 contains 2940 members 
Mstep: Class 41 contains 9578 members 
Mstep: Class 42 contains 6729 members 
Mstep: Class 43 contains 28789 members 
Mstep: Class 44 contains 3784 members 
Mstep: Class 45 contains 19400 members 
Mstep: Class 46 contains 8778 members 
Entering Unmasked Estep 
Score: -100291936.000000 Penalty: 101793.265625
Splitting cluster 16 changes total score from -100289952.000000 to -100291936.000000
So it's getting split into cluster 46.
Entering ConstructFrom: 
Trying to split cluster 17 (4194 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Entering Unmasked Estep 
Score: -505596.812500 Penalty: 1355.479248
	Iteration 0F: 2 clusters Score -505596.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -502085.218750 Penalty: 2710.958496
	Iteration 0F: 3 clusters Score -502085.2 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -503020.781250 Penalty: 2710.958496
	Iteration 1F: 3 clusters Score -503020.8 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -503194.281250 Penalty: 2710.958496
	Iteration 2F: 3 clusters Score -503194.3 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -503316.281250 Penalty: 2710.958496
	Iteration 3F: 3 clusters Score -503316.3 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -503437.968750 Penalty: 2710.958496
	Iteration 4Q: 3 clusters Score -503438 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -503559.781250 Penalty: 2710.958496
	Iteration 5Q: 3 clusters Score -503559.8 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -503695.687500 Penalty: 2710.958496
	Iteration 6Q: 3 clusters Score -503695.7 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -503820.843750 Penalty: 2710.958496
	Iteration 7Q: 3 clusters Score -503820.8 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -503904.343750 Penalty: 2710.958496
	Iteration 8Q: 3 clusters Score -503904.3 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -503974.093750 Penalty: 2710.958496
	Iteration 9Q: 3 clusters Score -503974.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -504026.718750 Penalty: 2710.958496
	Iteration 10Q: 3 clusters Score -504026.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -504067.187500 Penalty: 2710.958496
	Iteration 11Q: 3 clusters Score -504067.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -504098.781250 Penalty: 2710.958496
	Iteration 12Q: 3 clusters Score -504098.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -504124.812500 Penalty: 2710.958496
	Iteration 13Q: 3 clusters Score -504124.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -504151.000000 Penalty: 2710.958496
	Iteration 14Q: 3 clusters Score -504151 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -504168.000000 Penalty: 2710.958496
	Iteration 15Q: 3 clusters Score -504168 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -504184.406250 Penalty: 2710.958496
	Iteration 16Q: 3 clusters Score -504184.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -504194.937500 Penalty: 2710.958496
	Iteration 17Q: 3 clusters Score -504194.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -504199.125000 Penalty: 2710.958496
	Iteration 18Q: 3 clusters Score -504199.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -504204.843750 Penalty: 2710.958496
	Iteration 19Q: 3 clusters Score -504204.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -504211.250000 Penalty: 2710.958496
	Iteration 20F: 3 clusters Score -504211.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -504214.250000 Penalty: 2710.958496
	Iteration 21Q: 3 clusters Score -504214.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -504217.187500 Penalty: 2710.958496
	Iteration 22Q: 3 clusters Score -504217.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -504218.031250 Penalty: 2710.958496
	Iteration 23Q: 3 clusters Score -504218 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -504220.312500 Penalty: 2710.958496
	Iteration 24Q: 3 clusters Score -504220.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -504223.468750 Penalty: 2710.958496
	Iteration 25Q: 3 clusters Score -504223.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -504225.625000 Penalty: 2710.958496
	Iteration 26Q: 3 clusters Score -504225.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -504226.718750 Penalty: 2710.958496
	Iteration 27Q: 3 clusters Score -504226.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -504228.125000 Penalty: 2710.958496
	Iteration 28Q: 3 clusters Score -504228.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -504229.343750 Penalty: 2710.958496
	Iteration 29Q: 3 clusters Score -504229.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -504232.187500 Penalty: 2710.958496
	Iteration 30Q: 3 clusters Score -504232.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -504233.656250 Penalty: 2710.958496
	Iteration 31Q: 3 clusters Score -504233.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -504235.468750 Penalty: 2710.958496
	Iteration 32Q: 3 clusters Score -504235.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -504236.000000 Penalty: 2710.958496
	Iteration 33Q: 3 clusters Score -504236 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -504237.281250 Penalty: 2710.958496
	Iteration 34Q: 3 clusters Score -504237.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -504239.187500 Penalty: 2710.958496
	Iteration 35Q: 3 clusters Score -504239.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -504240.468750 Penalty: 2710.958496
	Iteration 36Q: 3 clusters Score -504240.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -504241.937500 Penalty: 2710.958496
	Iteration 37Q: 3 clusters Score -504241.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -504243.875000 Penalty: 2710.958496
	Iteration 38Q: 3 clusters Score -504243.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -504245.187500 Penalty: 2710.958496
	Iteration 39Q: 3 clusters Score -504245.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -504245.531250 Penalty: 2710.958496
	Iteration 40F: 3 clusters Score -504245.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -504246.531250 Penalty: 2710.958496
	Iteration 41Q: 3 clusters Score -504246.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -504247.062500 Penalty: 2710.958496
	Iteration 42Q: 3 clusters Score -504247.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -504247.687500 Penalty: 2710.958496
	Iteration 43Q: 3 clusters Score -504247.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -504248.125000 Penalty: 2710.958496
	Iteration 44Q: 3 clusters Score -504248.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -504247.843750 Penalty: 2710.958496
	Iteration 45Q: 3 clusters Score -504247.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -504247.843750 Penalty: 2710.958496
	Iteration 46F: 3 clusters Score -504247.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (12880 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12880 members 
Entering Unmasked Estep 
Score: -1639654.375000 Penalty: 1537.807617
	Iteration 0F: 2 clusters Score -1639654 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6332 members 
Mstep: Class 2 contains 6548 members 
Entering Unmasked Estep 
Score: -1630619.500000 Penalty: 3075.615234
	Iteration 0F: 3 clusters Score -1630620 nChanged 5685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5633 members 
Mstep: Class 2 contains 7247 members 
Entering Unmasked Estep 
Score: -1633765.500000 Penalty: 3075.615234
	Iteration 1F: 3 clusters Score -1633766 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 7672 members 
Entering Unmasked Estep 
Score: -1634202.125000 Penalty: 3075.615234
	Iteration 2F: 3 clusters Score -1634202 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 8206 members 
Entering Unmasked Estep 
Score: -1634719.000000 Penalty: 3075.615234
	Iteration 3F: 3 clusters Score -1634719 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 8898 members 
Entering Unmasked Estep 
Score: -1635320.750000 Penalty: 3075.615234
	Iteration 4F: 3 clusters Score -1635321 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 9629 members 
Entering Unmasked Estep 
Score: -1635965.125000 Penalty: 3075.615234
	Iteration 5F: 3 clusters Score -1635965 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 10359 members 
Entering Unmasked Estep 
Score: -1636625.625000 Penalty: 3075.615234
	Iteration 6F: 3 clusters Score -1636626 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 10969 members 
Entering Unmasked Estep 
Score: -1637157.125000 Penalty: 3075.615234
	Iteration 7F: 3 clusters Score -1637157 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 11420 members 
Entering Unmasked Estep 
Score: -1637516.875000 Penalty: 3075.615234
	Iteration 8Q: 3 clusters Score -1637517 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 11769 members 
Entering Unmasked Estep 
Score: -1637796.500000 Penalty: 3075.615234
	Iteration 9Q: 3 clusters Score -1637796 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 11990 members 
Entering Unmasked Estep 
Score: -1637986.875000 Penalty: 3075.615234
	Iteration 10Q: 3 clusters Score -1637987 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 12138 members 
Entering Unmasked Estep 
Score: -1638112.000000 Penalty: 3075.615234
	Iteration 11Q: 3 clusters Score -1638112 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 12229 members 
Entering Unmasked Estep 
Score: -1638192.750000 Penalty: 3075.615234
	Iteration 12Q: 3 clusters Score -1638193 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 12292 members 
Entering Unmasked Estep 
Score: -1638241.000000 Penalty: 3075.615234
	Iteration 13Q: 3 clusters Score -1638241 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 12325 members 
Entering Unmasked Estep 
Score: -1638271.000000 Penalty: 3075.615234
	Iteration 14Q: 3 clusters Score -1638271 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 12352 members 
Entering Unmasked Estep 
Score: -1638301.000000 Penalty: 3075.615234
	Iteration 15Q: 3 clusters Score -1638301 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 12371 members 
Entering Unmasked Estep 
Score: -1638326.375000 Penalty: 3075.615234
	Iteration 16Q: 3 clusters Score -1638326 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 12397 members 
Entering Unmasked Estep 
Score: -1638356.000000 Penalty: 3075.615234
	Iteration 17Q: 3 clusters Score -1638356 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 12419 members 
Entering Unmasked Estep 
Score: -1638391.500000 Penalty: 3075.615234
	Iteration 18Q: 3 clusters Score -1638392 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 12439 members 
Entering Unmasked Estep 
Score: -1638420.750000 Penalty: 3075.615234
	Iteration 19Q: 3 clusters Score -1638421 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 12450 members 
Entering Unmasked Estep 
Score: -1638444.125000 Penalty: 3075.615234
	Iteration 20F: 3 clusters Score -1638444 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 12461 members 
Entering Unmasked Estep 
Score: -1638470.375000 Penalty: 3075.615234
	Iteration 21Q: 3 clusters Score -1638470 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 12466 members 
Entering Unmasked Estep 
Score: -1638488.250000 Penalty: 3075.615234
	Iteration 22Q: 3 clusters Score -1638488 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 12471 members 
Entering Unmasked Estep 
Score: -1638495.750000 Penalty: 3075.615234
	Iteration 23Q: 3 clusters Score -1638496 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 12478 members 
Entering Unmasked Estep 
Score: -1638503.000000 Penalty: 3075.615234
	Iteration 24Q: 3 clusters Score -1638503 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 12482 members 
Entering Unmasked Estep 
Score: -1638506.375000 Penalty: 3075.615234
	Iteration 25Q: 3 clusters Score -1638506 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 12482 members 
Entering Unmasked Estep 
Score: -1638508.750000 Penalty: 3075.615234
	Iteration 26Q: 3 clusters Score -1638509 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 12482 members 
Entering Unmasked Estep 
Score: -1638511.125000 Penalty: 3075.615234
	Iteration 27Q: 3 clusters Score -1638511 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 12484 members 
Entering Unmasked Estep 
Score: -1638511.875000 Penalty: 3075.615234
	Iteration 28Q: 3 clusters Score -1638512 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 12485 members 
Entering Unmasked Estep 
Score: -1638512.375000 Penalty: 3075.615234
	Iteration 29Q: 3 clusters Score -1638512 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 12486 members 
Entering Unmasked Estep 
Score: -1638513.875000 Penalty: 3075.615234
	Iteration 30Q: 3 clusters Score -1638514 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 12486 members 
Entering Unmasked Estep 
Score: -1638513.875000 Penalty: 3075.615234
	Iteration 31F: 3 clusters Score -1638514 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (7738 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7738 members 
Entering Unmasked Estep 
Score: -978089.312500 Penalty: 1455.008545
	Iteration 0F: 2 clusters Score -978089.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -972438.437500 Penalty: 2910.017090
	Iteration 0F: 3 clusters Score -972438.4 nChanged 3248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -974605.500000 Penalty: 2910.017090
	Iteration 1F: 3 clusters Score -974605.5 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -975097.000000 Penalty: 2910.017090
	Iteration 2F: 3 clusters Score -975097 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -975448.875000 Penalty: 2910.017090
	Iteration 3F: 3 clusters Score -975448.9 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -975725.062500 Penalty: 2910.017090
	Iteration 4F: 3 clusters Score -975725.1 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -975932.750000 Penalty: 2910.017090
	Iteration 5Q: 3 clusters Score -975932.8 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -976102.937500 Penalty: 2910.017090
	Iteration 6Q: 3 clusters Score -976102.9 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 5441 members 
Entering Unmasked Estep 
Score: -976233.375000 Penalty: 2910.017090
	Iteration 7Q: 3 clusters Score -976233.4 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 5630 members 
Entering Unmasked Estep 
Score: -976341.750000 Penalty: 2910.017090
	Iteration 8Q: 3 clusters Score -976341.8 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 5805 members 
Entering Unmasked Estep 
Score: -976435.750000 Penalty: 2910.017090
	Iteration 9Q: 3 clusters Score -976435.8 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 5979 members 
Entering Unmasked Estep 
Score: -976520.312500 Penalty: 2910.017090
	Iteration 10Q: 3 clusters Score -976520.3 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 6118 members 
Entering Unmasked Estep 
Score: -976593.250000 Penalty: 2910.017090
	Iteration 11Q: 3 clusters Score -976593.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 6249 members 
Entering Unmasked Estep 
Score: -976650.875000 Penalty: 2910.017090
	Iteration 12Q: 3 clusters Score -976650.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 6353 members 
Entering Unmasked Estep 
Score: -976697.625000 Penalty: 2910.017090
	Iteration 13Q: 3 clusters Score -976697.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 6456 members 
Entering Unmasked Estep 
Score: -976740.750000 Penalty: 2910.017090
	Iteration 14Q: 3 clusters Score -976740.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 6532 members 
Entering Unmasked Estep 
Score: -976774.937500 Penalty: 2910.017090
	Iteration 15Q: 3 clusters Score -976774.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 6611 members 
Entering Unmasked Estep 
Score: -976807.500000 Penalty: 2910.017090
	Iteration 16Q: 3 clusters Score -976807.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 6687 members 
Entering Unmasked Estep 
Score: -976851.125000 Penalty: 2910.017090
	Iteration 17Q: 3 clusters Score -976851.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 6765 members 
Entering Unmasked Estep 
Score: -976900.375000 Penalty: 2910.017090
	Iteration 18Q: 3 clusters Score -976900.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 6846 members 
Entering Unmasked Estep 
Score: -976969.562500 Penalty: 2910.017090
	Iteration 19Q: 3 clusters Score -976969.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 6909 members 
Entering Unmasked Estep 
Score: -977018.562500 Penalty: 2910.017090
	Iteration 20F: 3 clusters Score -977018.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 6969 members 
Entering Unmasked Estep 
Score: -977059.750000 Penalty: 2910.017090
	Iteration 21Q: 3 clusters Score -977059.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 7013 members 
Entering Unmasked Estep 
Score: -977084.875000 Penalty: 2910.017090
	Iteration 22Q: 3 clusters Score -977084.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 7040 members 
Entering Unmasked Estep 
Score: -977098.312500 Penalty: 2910.017090
	Iteration 23Q: 3 clusters Score -977098.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 7057 members 
Entering Unmasked Estep 
Score: -977104.375000 Penalty: 2910.017090
	Iteration 24Q: 3 clusters Score -977104.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 7074 members 
Entering Unmasked Estep 
Score: -977114.625000 Penalty: 2910.017090
	Iteration 25Q: 3 clusters Score -977114.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 7096 members 
Entering Unmasked Estep 
Score: -977136.000000 Penalty: 2910.017090
	Iteration 26Q: 3 clusters Score -977136 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 7122 members 
Entering Unmasked Estep 
Score: -977153.437500 Penalty: 2910.017090
	Iteration 27Q: 3 clusters Score -977153.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 7143 members 
Entering Unmasked Estep 
Score: -977171.000000 Penalty: 2910.017090
	Iteration 28Q: 3 clusters Score -977171 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 7161 members 
Entering Unmasked Estep 
Score: -977194.312500 Penalty: 2910.017090
	Iteration 29Q: 3 clusters Score -977194.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 7179 members 
Entering Unmasked Estep 
Score: -977237.625000 Penalty: 2910.017090
	Iteration 30Q: 3 clusters Score -977237.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 7196 members 
Entering Unmasked Estep 
Score: -977270.937500 Penalty: 2910.017090
	Iteration 31Q: 3 clusters Score -977270.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 7212 members 
Entering Unmasked Estep 
Score: -977295.062500 Penalty: 2910.017090
	Iteration 32Q: 3 clusters Score -977295.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 7224 members 
Entering Unmasked Estep 
Score: -977316.562500 Penalty: 2910.017090
	Iteration 33Q: 3 clusters Score -977316.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 7233 members 
Entering Unmasked Estep 
Score: -977335.312500 Penalty: 2910.017090
	Iteration 34Q: 3 clusters Score -977335.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 7243 members 
Entering Unmasked Estep 
Score: -977351.375000 Penalty: 2910.017090
	Iteration 35Q: 3 clusters Score -977351.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 7252 members 
Entering Unmasked Estep 
Score: -977362.625000 Penalty: 2910.017090
	Iteration 36Q: 3 clusters Score -977362.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 7254 members 
Entering Unmasked Estep 
Score: -977375.875000 Penalty: 2910.017090
	Iteration 37Q: 3 clusters Score -977375.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 7258 members 
Entering Unmasked Estep 
Score: -977386.875000 Penalty: 2910.017090
	Iteration 38Q: 3 clusters Score -977386.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 7260 members 
Entering Unmasked Estep 
Score: -977392.750000 Penalty: 2910.017090
	Iteration 39Q: 3 clusters Score -977392.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 7264 members 
Entering Unmasked Estep 
Score: -977402.000000 Penalty: 2910.017090
	Iteration 40F: 3 clusters Score -977402 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 7267 members 
Entering Unmasked Estep 
Score: -977406.062500 Penalty: 2910.017090
	Iteration 41Q: 3 clusters Score -977406.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 7268 members 
Entering Unmasked Estep 
Score: -977405.125000 Penalty: 2910.017090
	Iteration 42Q: 3 clusters Score -977405.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 7268 members 
Entering Unmasked Estep 
Score: -977405.125000 Penalty: 2910.017090
	Iteration 43F: 3 clusters Score -977405.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (4602 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Entering Unmasked Estep 
Score: -564447.625000 Penalty: 1370.564941
	Iteration 0F: 2 clusters Score -564447.6 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 2275 members 
Entering Unmasked Estep 
Score: -560711.312500 Penalty: 2741.129883
	Iteration 0F: 3 clusters Score -560711.3 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -561711.937500 Penalty: 2741.129883
	Iteration 1F: 3 clusters Score -561711.9 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -561881.625000 Penalty: 2741.129883
	Iteration 2F: 3 clusters Score -561881.6 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -562014.125000 Penalty: 2741.129883
	Iteration 3F: 3 clusters Score -562014.1 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -562107.625000 Penalty: 2741.129883
	Iteration 4Q: 3 clusters Score -562107.6 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -562198.437500 Penalty: 2741.129883
	Iteration 5Q: 3 clusters Score -562198.4 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -562275.562500 Penalty: 2741.129883
	Iteration 6Q: 3 clusters Score -562275.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -562330.187500 Penalty: 2741.129883
	Iteration 7Q: 3 clusters Score -562330.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -562391.500000 Penalty: 2741.129883
	Iteration 8Q: 3 clusters Score -562391.5 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -562464.937500 Penalty: 2741.129883
	Iteration 9Q: 3 clusters Score -562464.9 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -562525.750000 Penalty: 2741.129883
	Iteration 10Q: 3 clusters Score -562525.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -562576.375000 Penalty: 2741.129883
	Iteration 11Q: 3 clusters Score -562576.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -562628.937500 Penalty: 2741.129883
	Iteration 12Q: 3 clusters Score -562628.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -562680.562500 Penalty: 2741.129883
	Iteration 13Q: 3 clusters Score -562680.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -562722.437500 Penalty: 2741.129883
	Iteration 14Q: 3 clusters Score -562722.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -562757.937500 Penalty: 2741.129883
	Iteration 15Q: 3 clusters Score -562757.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -562794.687500 Penalty: 2741.129883
	Iteration 16Q: 3 clusters Score -562794.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -562834.687500 Penalty: 2741.129883
	Iteration 17Q: 3 clusters Score -562834.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -562875.187500 Penalty: 2741.129883
	Iteration 18Q: 3 clusters Score -562875.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -562907.437500 Penalty: 2741.129883
	Iteration 19Q: 3 clusters Score -562907.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -562946.375000 Penalty: 2741.129883
	Iteration 20F: 3 clusters Score -562946.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -562978.125000 Penalty: 2741.129883
	Iteration 21Q: 3 clusters Score -562978.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -563009.562500 Penalty: 2741.129883
	Iteration 22Q: 3 clusters Score -563009.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -563050.875000 Penalty: 2741.129883
	Iteration 23Q: 3 clusters Score -563050.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -563082.187500 Penalty: 2741.129883
	Iteration 24Q: 3 clusters Score -563082.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -563114.562500 Penalty: 2741.129883
	Iteration 25Q: 3 clusters Score -563114.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -563144.750000 Penalty: 2741.129883
	Iteration 26Q: 3 clusters Score -563144.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -563173.875000 Penalty: 2741.129883
	Iteration 27Q: 3 clusters Score -563173.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -563204.125000 Penalty: 2741.129883
	Iteration 28Q: 3 clusters Score -563204.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -563242.187500 Penalty: 2741.129883
	Iteration 29Q: 3 clusters Score -563242.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -563286.500000 Penalty: 2741.129883
	Iteration 30Q: 3 clusters Score -563286.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -563339.625000 Penalty: 2741.129883
	Iteration 31Q: 3 clusters Score -563339.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -563387.437500 Penalty: 2741.129883
	Iteration 32Q: 3 clusters Score -563387.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -563429.500000 Penalty: 2741.129883
	Iteration 33Q: 3 clusters Score -563429.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -563458.000000 Penalty: 2741.129883
	Iteration 34Q: 3 clusters Score -563458 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -563476.812500 Penalty: 2741.129883
	Iteration 35Q: 3 clusters Score -563476.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -563497.812500 Penalty: 2741.129883
	Iteration 36Q: 3 clusters Score -563497.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -563521.375000 Penalty: 2741.129883
	Iteration 37Q: 3 clusters Score -563521.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -563536.312500 Penalty: 2741.129883
	Iteration 38Q: 3 clusters Score -563536.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -563548.000000 Penalty: 2741.129883
	Iteration 39Q: 3 clusters Score -563548 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -563565.625000 Penalty: 2741.129883
	Iteration 40F: 3 clusters Score -563565.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -563593.187500 Penalty: 2741.129883
	Iteration 41Q: 3 clusters Score -563593.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -563604.875000 Penalty: 2741.129883
	Iteration 42Q: 3 clusters Score -563604.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -563615.187500 Penalty: 2741.129883
	Iteration 43Q: 3 clusters Score -563615.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -563618.812500 Penalty: 2741.129883
	Iteration 44Q: 3 clusters Score -563618.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -563625.375000 Penalty: 2741.129883
	Iteration 45Q: 3 clusters Score -563625.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -563627.812500 Penalty: 2741.129883
	Iteration 46Q: 3 clusters Score -563627.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -563628.187500 Penalty: 2741.129883
	Iteration 47Q: 3 clusters Score -563628.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -563629.187500 Penalty: 2741.129883
	Iteration 48Q: 3 clusters Score -563629.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -563629.562500 Penalty: 2741.129883
	Iteration 49Q: 3 clusters Score -563629.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -563630.437500 Penalty: 2741.129883
	Iteration 50Q: 3 clusters Score -563630.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -563631.562500 Penalty: 2741.129883
	Iteration 51Q: 3 clusters Score -563631.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -563632.875000 Penalty: 2741.129883
	Iteration 52Q: 3 clusters Score -563632.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -563634.937500 Penalty: 2741.129883
	Iteration 53Q: 3 clusters Score -563634.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -563636.625000 Penalty: 2741.129883
	Iteration 54Q: 3 clusters Score -563636.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -563638.187500 Penalty: 2741.129883
	Iteration 55Q: 3 clusters Score -563638.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -563638.437500 Penalty: 2741.129883
	Iteration 56Q: 3 clusters Score -563638.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -563639.625000 Penalty: 2741.129883
	Iteration 57Q: 3 clusters Score -563639.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -563641.562500 Penalty: 2741.129883
	Iteration 58Q: 3 clusters Score -563641.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -563643.312500 Penalty: 2741.129883
	Iteration 59Q: 3 clusters Score -563643.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -563646.375000 Penalty: 2741.129883
	Iteration 60F: 3 clusters Score -563646.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -563646.562500 Penalty: 2741.129883
	Iteration 61Q: 3 clusters Score -563646.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -563646.562500 Penalty: 2741.129883
	Iteration 62F: 3 clusters Score -563646.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (51826 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51826 members 
Entering Unmasked Estep 
Score: -6483033.500000 Penalty: 1764.042603
	Iteration 0F: 2 clusters Score -6483034 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25913 members 
Mstep: Class 2 contains 25913 members 
Entering Unmasked Estep 
Score: -6448378.500000 Penalty: 3528.085205
	Iteration 0F: 3 clusters Score -6448378 nChanged 24418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26535 members 
Mstep: Class 2 contains 25291 members 
Entering Unmasked Estep 
Score: -6462516.000000 Penalty: 3528.085205
	Iteration 1F: 3 clusters Score -6462516 nChanged 2512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26983 members 
Mstep: Class 2 contains 24843 members 
Entering Unmasked Estep 
Score: -6463472.000000 Penalty: 3528.085205
	Iteration 2Q: 3 clusters Score -6463472 nChanged 2697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27546 members 
Mstep: Class 2 contains 24280 members 
Entering Unmasked Estep 
Score: -6464742.000000 Penalty: 3528.085205
	Iteration 3F: 3 clusters Score -6464742 nChanged 2964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28298 members 
Mstep: Class 2 contains 23528 members 
Entering Unmasked Estep 
Score: -6466319.500000 Penalty: 3528.085205
	Iteration 4F: 3 clusters Score -6466320 nChanged 3109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29089 members 
Mstep: Class 2 contains 22737 members 
Entering Unmasked Estep 
Score: -6468134.000000 Penalty: 3528.085205
	Iteration 5F: 3 clusters Score -6468134 nChanged 3199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29862 members 
Mstep: Class 2 contains 21964 members 
Entering Unmasked Estep 
Score: -6470045.000000 Penalty: 3528.085205
	Iteration 6F: 3 clusters Score -6470045 nChanged 3006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30502 members 
Mstep: Class 2 contains 21324 members 
Entering Unmasked Estep 
Score: -6472034.500000 Penalty: 3528.085205
	Iteration 7F: 3 clusters Score -6472034 nChanged 2794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30938 members 
Mstep: Class 2 contains 20888 members 
Entering Unmasked Estep 
Score: -6473909.500000 Penalty: 3528.085205
	Iteration 8F: 3 clusters Score -6473910 nChanged 2492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31214 members 
Mstep: Class 2 contains 20612 members 
Entering Unmasked Estep 
Score: -6475572.000000 Penalty: 3528.085205
	Iteration 9Q: 3 clusters Score -6475572 nChanged 2061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31405 members 
Mstep: Class 2 contains 20421 members 
Entering Unmasked Estep 
Score: -6476686.500000 Penalty: 3528.085205
	Iteration 10Q: 3 clusters Score -6476686 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31597 members 
Mstep: Class 2 contains 20229 members 
Entering Unmasked Estep 
Score: -6477324.000000 Penalty: 3528.085205
	Iteration 11Q: 3 clusters Score -6477324 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31823 members 
Mstep: Class 2 contains 20003 members 
Entering Unmasked Estep 
Score: -6477771.500000 Penalty: 3528.085205
	Iteration 12Q: 3 clusters Score -6477772 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32029 members 
Mstep: Class 2 contains 19797 members 
Entering Unmasked Estep 
Score: -6478063.000000 Penalty: 3528.085205
	Iteration 13Q: 3 clusters Score -6478063 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32215 members 
Mstep: Class 2 contains 19611 members 
Entering Unmasked Estep 
Score: -6478280.500000 Penalty: 3528.085205
	Iteration 14Q: 3 clusters Score -6478280 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32436 members 
Mstep: Class 2 contains 19390 members 
Entering Unmasked Estep 
Score: -6478502.000000 Penalty: 3528.085205
	Iteration 15Q: 3 clusters Score -6478502 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32633 members 
Mstep: Class 2 contains 19193 members 
Entering Unmasked Estep 
Score: -6478690.000000 Penalty: 3528.085205
	Iteration 16Q: 3 clusters Score -6478690 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32819 members 
Mstep: Class 2 contains 19007 members 
Entering Unmasked Estep 
Score: -6478819.000000 Penalty: 3528.085205
	Iteration 17Q: 3 clusters Score -6478819 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33033 members 
Mstep: Class 2 contains 18793 members 
Entering Unmasked Estep 
Score: -6478981.500000 Penalty: 3528.085205
	Iteration 18Q: 3 clusters Score -6478982 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33233 members 
Mstep: Class 2 contains 18593 members 
Entering Unmasked Estep 
Score: -6479097.000000 Penalty: 3528.085205
	Iteration 19Q: 3 clusters Score -6479097 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33426 members 
Mstep: Class 2 contains 18400 members 
Entering Unmasked Estep 
Score: -6479226.000000 Penalty: 3528.085205
	Iteration 20F: 3 clusters Score -6479226 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33621 members 
Mstep: Class 2 contains 18205 members 
Entering Unmasked Estep 
Score: -6479278.000000 Penalty: 3528.085205
	Iteration 21Q: 3 clusters Score -6479278 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33823 members 
Mstep: Class 2 contains 18003 members 
Entering Unmasked Estep 
Score: -6479374.000000 Penalty: 3528.085205
	Iteration 22Q: 3 clusters Score -6479374 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34013 members 
Mstep: Class 2 contains 17813 members 
Entering Unmasked Estep 
Score: -6479435.500000 Penalty: 3528.085205
	Iteration 23Q: 3 clusters Score -6479436 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34172 members 
Mstep: Class 2 contains 17654 members 
Entering Unmasked Estep 
Score: -6479494.500000 Penalty: 3528.085205
	Iteration 24Q: 3 clusters Score -6479494 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34299 members 
Mstep: Class 2 contains 17527 members 
Entering Unmasked Estep 
Score: -6479519.000000 Penalty: 3528.085205
	Iteration 25Q: 3 clusters Score -6479519 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34418 members 
Mstep: Class 2 contains 17408 members 
Entering Unmasked Estep 
Score: -6479536.000000 Penalty: 3528.085205
	Iteration 26Q: 3 clusters Score -6479536 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34556 members 
Mstep: Class 2 contains 17270 members 
Entering Unmasked Estep 
Score: -6479527.500000 Penalty: 3528.085205
	Iteration 27Q: 3 clusters Score -6479528 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34694 members 
Mstep: Class 2 contains 17132 members 
Entering Unmasked Estep 
Score: -6479561.000000 Penalty: 3528.085205
	Iteration 28Q: 3 clusters Score -6479561 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34818 members 
Mstep: Class 2 contains 17008 members 
Entering Unmasked Estep 
Score: -6479560.000000 Penalty: 3528.085205
	Iteration 29Q: 3 clusters Score -6479560 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34923 members 
Mstep: Class 2 contains 16903 members 
Entering Unmasked Estep 
Score: -6479549.000000 Penalty: 3528.085205
	Iteration 30Q: 3 clusters Score -6479549 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35030 members 
Mstep: Class 2 contains 16796 members 
Entering Unmasked Estep 
Score: -6479542.500000 Penalty: 3528.085205
	Iteration 31Q: 3 clusters Score -6479542 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35150 members 
Mstep: Class 2 contains 16676 members 
Entering Unmasked Estep 
Score: -6479539.500000 Penalty: 3528.085205
	Iteration 32Q: 3 clusters Score -6479540 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35276 members 
Mstep: Class 2 contains 16550 members 
Entering Unmasked Estep 
Score: -6479559.000000 Penalty: 3528.085205
	Iteration 33Q: 3 clusters Score -6479559 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35403 members 
Mstep: Class 2 contains 16423 members 
Entering Unmasked Estep 
Score: -6479572.500000 Penalty: 3528.085205
	Iteration 34Q: 3 clusters Score -6479572 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35519 members 
Mstep: Class 2 contains 16307 members 
Entering Unmasked Estep 
Score: -6479584.500000 Penalty: 3528.085205
	Iteration 35Q: 3 clusters Score -6479584 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35626 members 
Mstep: Class 2 contains 16200 members 
Entering Unmasked Estep 
Score: -6479605.000000 Penalty: 3528.085205
	Iteration 36Q: 3 clusters Score -6479605 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35730 members 
Mstep: Class 2 contains 16096 members 
Entering Unmasked Estep 
Score: -6479618.500000 Penalty: 3528.085205
	Iteration 37Q: 3 clusters Score -6479618 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35843 members 
Mstep: Class 2 contains 15983 members 
Entering Unmasked Estep 
Score: -6479613.500000 Penalty: 3528.085205
	Iteration 38Q: 3 clusters Score -6479614 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35957 members 
Mstep: Class 2 contains 15869 members 
Entering Unmasked Estep 
Score: -6479636.500000 Penalty: 3528.085205
	Iteration 39Q: 3 clusters Score -6479636 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36044 members 
Mstep: Class 2 contains 15782 members 
Entering Unmasked Estep 
Score: -6479637.500000 Penalty: 3528.085205
	Iteration 40F: 3 clusters Score -6479638 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36127 members 
Mstep: Class 2 contains 15699 members 
Entering Unmasked Estep 
Score: -6479648.500000 Penalty: 3528.085205
	Iteration 41Q: 3 clusters Score -6479648 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36201 members 
Mstep: Class 2 contains 15625 members 
Entering Unmasked Estep 
Score: -6479645.000000 Penalty: 3528.085205
	Iteration 42Q: 3 clusters Score -6479645 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36268 members 
Mstep: Class 2 contains 15558 members 
Entering Unmasked Estep 
Score: -6479643.500000 Penalty: 3528.085205
	Iteration 43Q: 3 clusters Score -6479644 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36334 members 
Mstep: Class 2 contains 15492 members 
Entering Unmasked Estep 
Score: -6479658.000000 Penalty: 3528.085205
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Mstep: Class 1 contains 36401 members 
Mstep: Class 2 contains 15425 members 
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Mstep: Class 1 contains 36459 members 
Mstep: Class 2 contains 15367 members 
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Mstep: Class 1 contains 36514 members 
Mstep: Class 2 contains 15312 members 
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Mstep: Class 1 contains 36583 members 
Mstep: Class 2 contains 15243 members 
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	Iteration 48Q: 3 clusters Score -6479644 nChanged 64
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Mstep: Class 1 contains 36645 members 
Mstep: Class 2 contains 15181 members 
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	Iteration 49Q: 3 clusters Score -6479654 nChanged 73
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Mstep: Class 1 contains 36714 members 
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	Iteration 50Q: 3 clusters Score -6479652 nChanged 74
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Mstep: Class 1 contains 36780 members 
Mstep: Class 2 contains 15046 members 
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Mstep: Class 1 contains 37028 members 
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	Iteration 55Q: 3 clusters Score -6479686 nChanged 101
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	Iteration 56Q: 3 clusters Score -6479700 nChanged 96
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	Iteration 58Q: 3 clusters Score -6479719 nChanged 84
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	Iteration 59Q: 3 clusters Score -6479720 nChanged 91
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Mstep: Class 1 contains 37581 members 
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	Iteration 60F: 3 clusters Score -6479730 nChanged 86
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	Iteration 65Q: 3 clusters Score -6479760 nChanged 79
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	Iteration 94Q: 3 clusters Score -6479929 nChanged 80
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	Iteration 126Q: 3 clusters Score -6480220 nChanged 116
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	Iteration 127Q: 3 clusters Score -6480241 nChanged 100
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	Iteration 129Q: 3 clusters Score -6480255 nChanged 94
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	Iteration 130Q: 3 clusters Score -6480262 nChanged 104
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	Iteration 131Q: 3 clusters Score -6480258 nChanged 114
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	Iteration 132Q: 3 clusters Score -6480274 nChanged 114
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	Iteration 133Q: 3 clusters Score -6480278 nChanged 119
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	Iteration 134Q: 3 clusters Score -6480288 nChanged 140
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	Iteration 135Q: 3 clusters Score -6480298 nChanged 155
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	Iteration 136Q: 3 clusters Score -6480308 nChanged 154
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	Iteration 137Q: 3 clusters Score -6480336 nChanged 148
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	Iteration 138Q: 3 clusters Score -6480358 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44903 members 
Mstep: Class 2 contains 6923 members 
Entering Unmasked Estep 
Score: -6480392.000000 Penalty: 3528.085205
	Iteration 139Q: 3 clusters Score -6480392 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45050 members 
Mstep: Class 2 contains 6776 members 
Entering Unmasked Estep 
Score: -6480416.500000 Penalty: 3528.085205
	Iteration 140F: 3 clusters Score -6480416 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45207 members 
Mstep: Class 2 contains 6619 members 
Entering Unmasked Estep 
Score: -6480456.000000 Penalty: 3528.085205
	Iteration 141Q: 3 clusters Score -6480456 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45372 members 
Mstep: Class 2 contains 6454 members 
Entering Unmasked Estep 
Score: -6480473.000000 Penalty: 3528.085205
	Iteration 142Q: 3 clusters Score -6480473 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45565 members 
Mstep: Class 2 contains 6261 members 
Entering Unmasked Estep 
Score: -6480502.500000 Penalty: 3528.085205
	Iteration 143Q: 3 clusters Score -6480502 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45771 members 
Mstep: Class 2 contains 6055 members 
Entering Unmasked Estep 
Score: -6480554.000000 Penalty: 3528.085205
	Iteration 144Q: 3 clusters Score -6480554 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45986 members 
Mstep: Class 2 contains 5840 members 
Entering Unmasked Estep 
Score: -6480563.000000 Penalty: 3528.085205
	Iteration 145Q: 3 clusters Score -6480563 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46220 members 
Mstep: Class 2 contains 5606 members 
Entering Unmasked Estep 
Score: -6480637.500000 Penalty: 3528.085205
	Iteration 146Q: 3 clusters Score -6480638 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46432 members 
Mstep: Class 2 contains 5394 members 
Entering Unmasked Estep 
Score: -6480686.500000 Penalty: 3528.085205
	Iteration 147Q: 3 clusters Score -6480686 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46662 members 
Mstep: Class 2 contains 5164 members 
Entering Unmasked Estep 
Score: -6480723.000000 Penalty: 3528.085205
	Iteration 148Q: 3 clusters Score -6480723 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46892 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -6480777.000000 Penalty: 3528.085205
	Iteration 149Q: 3 clusters Score -6480777 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47125 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -6480810.500000 Penalty: 3528.085205
	Iteration 150Q: 3 clusters Score -6480810 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47329 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -6480840.500000 Penalty: 3528.085205
	Iteration 151Q: 3 clusters Score -6480840 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47517 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -6480898.500000 Penalty: 3528.085205
	Iteration 152Q: 3 clusters Score -6480898 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47736 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -6480950.500000 Penalty: 3528.085205
	Iteration 153Q: 3 clusters Score -6480950 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47936 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -6481027.500000 Penalty: 3528.085205
	Iteration 154Q: 3 clusters Score -6481028 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48141 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -6481087.000000 Penalty: 3528.085205
	Iteration 155Q: 3 clusters Score -6481087 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48324 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -6481120.500000 Penalty: 3528.085205
	Iteration 156Q: 3 clusters Score -6481120 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48477 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -6481175.000000 Penalty: 3528.085205
	Iteration 157Q: 3 clusters Score -6481175 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48616 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -6481222.000000 Penalty: 3528.085205
	Iteration 158Q: 3 clusters Score -6481222 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48752 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -6481247.500000 Penalty: 3528.085205
	Iteration 159Q: 3 clusters Score -6481248 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48885 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -6481273.500000 Penalty: 3528.085205
	Iteration 160F: 3 clusters Score -6481274 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49013 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -6481297.500000 Penalty: 3528.085205
	Iteration 161Q: 3 clusters Score -6481298 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49147 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -6481337.500000 Penalty: 3528.085205
	Iteration 162Q: 3 clusters Score -6481338 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49259 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -6481367.000000 Penalty: 3528.085205
	Iteration 163Q: 3 clusters Score -6481367 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49359 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -6481397.500000 Penalty: 3528.085205
	Iteration 164Q: 3 clusters Score -6481398 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49455 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -6481443.500000 Penalty: 3528.085205
	Iteration 165Q: 3 clusters Score -6481444 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49546 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -6481479.000000 Penalty: 3528.085205
	Iteration 166Q: 3 clusters Score -6481479 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49629 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -6481511.000000 Penalty: 3528.085205
	Iteration 167Q: 3 clusters Score -6481511 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49710 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -6481520.000000 Penalty: 3528.085205
	Iteration 168Q: 3 clusters Score -6481520 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49775 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -6481547.000000 Penalty: 3528.085205
	Iteration 169Q: 3 clusters Score -6481547 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49836 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -6481556.000000 Penalty: 3528.085205
	Iteration 170Q: 3 clusters Score -6481556 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49887 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -6481563.000000 Penalty: 3528.085205
	Iteration 171Q: 3 clusters Score -6481563 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49944 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -6481592.000000 Penalty: 3528.085205
	Iteration 172Q: 3 clusters Score -6481592 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50005 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -6481605.500000 Penalty: 3528.085205
	Iteration 173Q: 3 clusters Score -6481606 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50050 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -6481634.500000 Penalty: 3528.085205
	Iteration 174Q: 3 clusters Score -6481634 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50085 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -6481638.000000 Penalty: 3528.085205
	Iteration 175Q: 3 clusters Score -6481638 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50102 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -6481649.500000 Penalty: 3528.085205
	Iteration 176Q: 3 clusters Score -6481650 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50117 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -6481645.500000 Penalty: 3528.085205
	Iteration 177Q: 3 clusters Score -6481646 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50131 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -6481648.500000 Penalty: 3528.085205
	Iteration 178Q: 3 clusters Score -6481648 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50143 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -6481647.500000 Penalty: 3528.085205
	Iteration 179Q: 3 clusters Score -6481648 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50160 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -6481653.000000 Penalty: 3528.085205
	Iteration 180F: 3 clusters Score -6481653 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50171 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -6481650.000000 Penalty: 3528.085205
	Iteration 181Q: 3 clusters Score -6481650 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50181 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -6481655.000000 Penalty: 3528.085205
	Iteration 182Q: 3 clusters Score -6481655 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50190 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -6481653.000000 Penalty: 3528.085205
	Iteration 183Q: 3 clusters Score -6481653 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50200 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -6481665.000000 Penalty: 3528.085205
	Iteration 184Q: 3 clusters Score -6481665 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50212 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -6481671.500000 Penalty: 3528.085205
	Iteration 185Q: 3 clusters Score -6481672 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50222 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -6481679.000000 Penalty: 3528.085205
	Iteration 186Q: 3 clusters Score -6481679 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50231 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -6481680.500000 Penalty: 3528.085205
	Iteration 187Q: 3 clusters Score -6481680 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50237 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -6481677.000000 Penalty: 3528.085205
	Iteration 188Q: 3 clusters Score -6481677 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50241 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -6481680.500000 Penalty: 3528.085205
	Iteration 189Q: 3 clusters Score -6481680 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50243 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -6481682.500000 Penalty: 3528.085205
	Iteration 190Q: 3 clusters Score -6481682 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50251 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -6481680.500000 Penalty: 3528.085205
	Iteration 191Q: 3 clusters Score -6481680 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50258 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -6481687.500000 Penalty: 3528.085205
	Iteration 192Q: 3 clusters Score -6481688 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50264 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -6481684.000000 Penalty: 3528.085205
	Iteration 193Q: 3 clusters Score -6481684 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50269 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -6481692.500000 Penalty: 3528.085205
	Iteration 194Q: 3 clusters Score -6481692 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50268 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -6481692.000000 Penalty: 3528.085205
	Iteration 195Q: 3 clusters Score -6481692 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50270 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -6481690.000000 Penalty: 3528.085205
	Iteration 196Q: 3 clusters Score -6481690 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50270 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -6481690.000000 Penalty: 3528.085205
	Iteration 197F: 3 clusters Score -6481690 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (4558 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Entering Unmasked Estep 
Score: -553844.062500 Penalty: 1369.003784
	Iteration 0F: 2 clusters Score -553844.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -550179.187500 Penalty: 2738.007568
	Iteration 0F: 3 clusters Score -550179.2 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -551255.875000 Penalty: 2738.007568
	Iteration 1F: 3 clusters Score -551255.9 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -551568.750000 Penalty: 2738.007568
	Iteration 2F: 3 clusters Score -551568.8 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -551830.062500 Penalty: 2738.007568
	Iteration 3F: 3 clusters Score -551830.1 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -552057.937500 Penalty: 2738.007568
	Iteration 4F: 3 clusters Score -552057.9 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -552229.250000 Penalty: 2738.007568
	Iteration 5Q: 3 clusters Score -552229.2 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -552380.312500 Penalty: 2738.007568
	Iteration 6Q: 3 clusters Score -552380.3 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -552500.437500 Penalty: 2738.007568
	Iteration 7Q: 3 clusters Score -552500.4 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -552617.250000 Penalty: 2738.007568
	Iteration 8Q: 3 clusters Score -552617.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -552718.062500 Penalty: 2738.007568
	Iteration 9Q: 3 clusters Score -552718.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -552794.250000 Penalty: 2738.007568
	Iteration 10Q: 3 clusters Score -552794.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -552850.875000 Penalty: 2738.007568
	Iteration 11Q: 3 clusters Score -552850.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -552879.625000 Penalty: 2738.007568
	Iteration 12Q: 3 clusters Score -552879.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -552902.125000 Penalty: 2738.007568
	Iteration 13Q: 3 clusters Score -552902.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -552920.437500 Penalty: 2738.007568
	Iteration 14Q: 3 clusters Score -552920.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -552928.812500 Penalty: 2738.007568
	Iteration 15Q: 3 clusters Score -552928.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -552936.437500 Penalty: 2738.007568
	Iteration 16Q: 3 clusters Score -552936.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -552944.875000 Penalty: 2738.007568
	Iteration 17Q: 3 clusters Score -552944.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -552952.562500 Penalty: 2738.007568
	Iteration 18Q: 3 clusters Score -552952.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -552960.312500 Penalty: 2738.007568
	Iteration 19Q: 3 clusters Score -552960.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -552964.687500 Penalty: 2738.007568
	Iteration 20F: 3 clusters Score -552964.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -552968.312500 Penalty: 2738.007568
	Iteration 21Q: 3 clusters Score -552968.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -552970.687500 Penalty: 2738.007568
	Iteration 22Q: 3 clusters Score -552970.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -552973.937500 Penalty: 2738.007568
	Iteration 23Q: 3 clusters Score -552973.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -552979.625000 Penalty: 2738.007568
	Iteration 24Q: 3 clusters Score -552979.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -552981.000000 Penalty: 2738.007568
	Iteration 25Q: 3 clusters Score -552981 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -552984.812500 Penalty: 2738.007568
	Iteration 26Q: 3 clusters Score -552984.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -552990.062500 Penalty: 2738.007568
	Iteration 27Q: 3 clusters Score -552990.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -552996.500000 Penalty: 2738.007568
	Iteration 28Q: 3 clusters Score -552996.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -553002.000000 Penalty: 2738.007568
	Iteration 29Q: 3 clusters Score -553002 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -553006.437500 Penalty: 2738.007568
	Iteration 30Q: 3 clusters Score -553006.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -553008.250000 Penalty: 2738.007568
	Iteration 31Q: 3 clusters Score -553008.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -553011.250000 Penalty: 2738.007568
	Iteration 32Q: 3 clusters Score -553011.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -553012.562500 Penalty: 2738.007568
	Iteration 33Q: 3 clusters Score -553012.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -553014.687500 Penalty: 2738.007568
	Iteration 34Q: 3 clusters Score -553014.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -553016.687500 Penalty: 2738.007568
	Iteration 35Q: 3 clusters Score -553016.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -553018.687500 Penalty: 2738.007568
	Iteration 36Q: 3 clusters Score -553018.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -553019.375000 Penalty: 2738.007568
	Iteration 37Q: 3 clusters Score -553019.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -553019.625000 Penalty: 2738.007568
	Iteration 38Q: 3 clusters Score -553019.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -553020.437500 Penalty: 2738.007568
	Iteration 39Q: 3 clusters Score -553020.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -553020.437500 Penalty: 2738.007568
	Iteration 40F: 3 clusters Score -553020.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (9720 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9720 members 
Entering Unmasked Estep 
Score: -1224881.000000 Penalty: 1492.065430
	Iteration 0F: 2 clusters Score -1224881 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -1217883.000000 Penalty: 2984.130859
	Iteration 0F: 3 clusters Score -1217883 nChanged 4144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 4819 members 
Entering Unmasked Estep 
Score: -1220103.125000 Penalty: 2984.130859
	Iteration 1F: 3 clusters Score -1220103 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -1220554.875000 Penalty: 2984.130859
	Iteration 2F: 3 clusters Score -1220555 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -1220936.000000 Penalty: 2984.130859
	Iteration 3F: 3 clusters Score -1220936 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -1221253.750000 Penalty: 2984.130859
	Iteration 4F: 3 clusters Score -1221254 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -1221485.500000 Penalty: 2984.130859
	Iteration 5Q: 3 clusters Score -1221486 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5239 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -1221648.750000 Penalty: 2984.130859
	Iteration 6Q: 3 clusters Score -1221649 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5270 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -1221761.000000 Penalty: 2984.130859
	Iteration 7Q: 3 clusters Score -1221761 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -1221854.375000 Penalty: 2984.130859
	Iteration 8Q: 3 clusters Score -1221854 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -1221936.375000 Penalty: 2984.130859
	Iteration 9Q: 3 clusters Score -1221936 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -1222025.625000 Penalty: 2984.130859
	Iteration 10Q: 3 clusters Score -1222026 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -1222122.625000 Penalty: 2984.130859
	Iteration 11Q: 3 clusters Score -1222123 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5239 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -1222213.125000 Penalty: 2984.130859
	Iteration 12Q: 3 clusters Score -1222213 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -1222300.750000 Penalty: 2984.130859
	Iteration 13Q: 3 clusters Score -1222301 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5207 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -1222373.125000 Penalty: 2984.130859
	Iteration 14Q: 3 clusters Score -1222373 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5217 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -1222428.250000 Penalty: 2984.130859
	Iteration 15Q: 3 clusters Score -1222428 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -1222480.375000 Penalty: 2984.130859
	Iteration 16Q: 3 clusters Score -1222480 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5216 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -1222538.375000 Penalty: 2984.130859
	Iteration 17Q: 3 clusters Score -1222538 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5239 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -1222590.000000 Penalty: 2984.130859
	Iteration 18Q: 3 clusters Score -1222590 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5259 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -1222636.125000 Penalty: 2984.130859
	Iteration 19Q: 3 clusters Score -1222636 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -1222679.625000 Penalty: 2984.130859
	Iteration 20F: 3 clusters Score -1222680 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5313 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -1222709.875000 Penalty: 2984.130859
	Iteration 21Q: 3 clusters Score -1222710 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -1222753.125000 Penalty: 2984.130859
	Iteration 22Q: 3 clusters Score -1222753 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5388 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -1222783.000000 Penalty: 2984.130859
	Iteration 23Q: 3 clusters Score -1222783 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5414 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -1222804.875000 Penalty: 2984.130859
	Iteration 24Q: 3 clusters Score -1222805 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -1222826.625000 Penalty: 2984.130859
	Iteration 25Q: 3 clusters Score -1222827 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5495 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -1222845.125000 Penalty: 2984.130859
	Iteration 26Q: 3 clusters Score -1222845 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -1222859.875000 Penalty: 2984.130859
	Iteration 27Q: 3 clusters Score -1222860 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5566 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -1222868.125000 Penalty: 2984.130859
	Iteration 28Q: 3 clusters Score -1222868 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5580 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -1222873.125000 Penalty: 2984.130859
	Iteration 29Q: 3 clusters Score -1222873 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5594 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -1222879.250000 Penalty: 2984.130859
	Iteration 30Q: 3 clusters Score -1222879 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5609 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -1222886.500000 Penalty: 2984.130859
	Iteration 31Q: 3 clusters Score -1222886 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5633 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -1222889.500000 Penalty: 2984.130859
	Iteration 32Q: 3 clusters Score -1222890 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5645 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -1222892.375000 Penalty: 2984.130859
	Iteration 33Q: 3 clusters Score -1222892 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5651 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -1222895.750000 Penalty: 2984.130859
	Iteration 34Q: 3 clusters Score -1222896 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5653 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -1222897.625000 Penalty: 2984.130859
	Iteration 35Q: 3 clusters Score -1222898 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5654 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -1222898.125000 Penalty: 2984.130859
	Iteration 36Q: 3 clusters Score -1222898 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5655 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -1222898.750000 Penalty: 2984.130859
	Iteration 37Q: 3 clusters Score -1222899 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5654 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -1222898.250000 Penalty: 2984.130859
	Iteration 38Q: 3 clusters Score -1222898 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5654 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -1222898.250000 Penalty: 2984.130859
	Iteration 39F: 3 clusters Score -1222898 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (17309 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17309 members 
Entering Unmasked Estep 
Score: -2207111.000000 Penalty: 1585.834473
	Iteration 0F: 2 clusters Score -2207111 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8582 members 
Mstep: Class 2 contains 8727 members 
Entering Unmasked Estep 
Score: -2195316.500000 Penalty: 3171.668945
	Iteration 0F: 3 clusters Score -2195316 nChanged 7672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8530 members 
Mstep: Class 2 contains 8779 members 
Entering Unmasked Estep 
Score: -2199415.000000 Penalty: 3171.668945
	Iteration 1F: 3 clusters Score -2199415 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8534 members 
Mstep: Class 2 contains 8775 members 
Entering Unmasked Estep 
Score: -2199734.750000 Penalty: 3171.668945
	Iteration 2F: 3 clusters Score -2199735 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8493 members 
Mstep: Class 2 contains 8816 members 
Entering Unmasked Estep 
Score: -2200021.750000 Penalty: 3171.668945
	Iteration 3Q: 3 clusters Score -2200022 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8411 members 
Mstep: Class 2 contains 8898 members 
Entering Unmasked Estep 
Score: -2200273.000000 Penalty: 3171.668945
	Iteration 4Q: 3 clusters Score -2200273 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8242 members 
Mstep: Class 2 contains 9067 members 
Entering Unmasked Estep 
Score: -2200517.000000 Penalty: 3171.668945
	Iteration 5Q: 3 clusters Score -2200517 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7998 members 
Mstep: Class 2 contains 9311 members 
Entering Unmasked Estep 
Score: -2200772.750000 Penalty: 3171.668945
	Iteration 6Q: 3 clusters Score -2200773 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7664 members 
Mstep: Class 2 contains 9645 members 
Entering Unmasked Estep 
Score: -2201052.500000 Penalty: 3171.668945
	Iteration 7Q: 3 clusters Score -2201052 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7264 members 
Mstep: Class 2 contains 10045 members 
Entering Unmasked Estep 
Score: -2201366.000000 Penalty: 3171.668945
	Iteration 8Q: 3 clusters Score -2201366 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6774 members 
Mstep: Class 2 contains 10535 members 
Entering Unmasked Estep 
Score: -2201723.000000 Penalty: 3171.668945
	Iteration 9Q: 3 clusters Score -2201723 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6254 members 
Mstep: Class 2 contains 11055 members 
Entering Unmasked Estep 
Score: -2202113.750000 Penalty: 3171.668945
	Iteration 10Q: 3 clusters Score -2202114 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 11613 members 
Entering Unmasked Estep 
Score: -2202503.000000 Penalty: 3171.668945
	Iteration 11Q: 3 clusters Score -2202503 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 12178 members 
Entering Unmasked Estep 
Score: -2202877.750000 Penalty: 3171.668945
	Iteration 12Q: 3 clusters Score -2202878 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 12728 members 
Entering Unmasked Estep 
Score: -2203233.750000 Penalty: 3171.668945
	Iteration 13Q: 3 clusters Score -2203234 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 13226 members 
Entering Unmasked Estep 
Score: -2203537.500000 Penalty: 3171.668945
	Iteration 14Q: 3 clusters Score -2203538 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 13683 members 
Entering Unmasked Estep 
Score: -2203787.000000 Penalty: 3171.668945
	Iteration 15Q: 3 clusters Score -2203787 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 14072 members 
Entering Unmasked Estep 
Score: -2203978.250000 Penalty: 3171.668945
	Iteration 16Q: 3 clusters Score -2203978 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 14425 members 
Entering Unmasked Estep 
Score: -2204147.500000 Penalty: 3171.668945
	Iteration 17Q: 3 clusters Score -2204148 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 14771 members 
Entering Unmasked Estep 
Score: -2204327.000000 Penalty: 3171.668945
	Iteration 18Q: 3 clusters Score -2204327 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 15083 members 
Entering Unmasked Estep 
Score: -2204490.250000 Penalty: 3171.668945
	Iteration 19Q: 3 clusters Score -2204490 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 15390 members 
Entering Unmasked Estep 
Score: -2204654.500000 Penalty: 3171.668945
	Iteration 20F: 3 clusters Score -2204654 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 15673 members 
Entering Unmasked Estep 
Score: -2204822.250000 Penalty: 3171.668945
	Iteration 21Q: 3 clusters Score -2204822 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 15928 members 
Entering Unmasked Estep 
Score: -2204967.250000 Penalty: 3171.668945
	Iteration 22Q: 3 clusters Score -2204967 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 16142 members 
Entering Unmasked Estep 
Score: -2205107.500000 Penalty: 3171.668945
	Iteration 23Q: 3 clusters Score -2205108 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 16344 members 
Entering Unmasked Estep 
Score: -2205235.250000 Penalty: 3171.668945
	Iteration 24Q: 3 clusters Score -2205235 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 16496 members 
Entering Unmasked Estep 
Score: -2205345.000000 Penalty: 3171.668945
	Iteration 25Q: 3 clusters Score -2205345 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 16611 members 
Entering Unmasked Estep 
Score: -2205424.500000 Penalty: 3171.668945
	Iteration 26Q: 3 clusters Score -2205424 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 16699 members 
Entering Unmasked Estep 
Score: -2205487.250000 Penalty: 3171.668945
	Iteration 27Q: 3 clusters Score -2205487 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 16766 members 
Entering Unmasked Estep 
Score: -2205538.250000 Penalty: 3171.668945
	Iteration 28Q: 3 clusters Score -2205538 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 16810 members 
Entering Unmasked Estep 
Score: -2205573.000000 Penalty: 3171.668945
	Iteration 29Q: 3 clusters Score -2205573 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 16852 members 
Entering Unmasked Estep 
Score: -2205603.000000 Penalty: 3171.668945
	Iteration 30Q: 3 clusters Score -2205603 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 16883 members 
Entering Unmasked Estep 
Score: -2205629.250000 Penalty: 3171.668945
	Iteration 31Q: 3 clusters Score -2205629 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 16911 members 
Entering Unmasked Estep 
Score: -2205646.750000 Penalty: 3171.668945
	Iteration 32Q: 3 clusters Score -2205647 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 16924 members 
Entering Unmasked Estep 
Score: -2205662.250000 Penalty: 3171.668945
	Iteration 33Q: 3 clusters Score -2205662 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 16935 members 
Entering Unmasked Estep 
Score: -2205669.250000 Penalty: 3171.668945
	Iteration 34Q: 3 clusters Score -2205669 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 16947 members 
Entering Unmasked Estep 
Score: -2205680.750000 Penalty: 3171.668945
	Iteration 35Q: 3 clusters Score -2205681 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 16959 members 
Entering Unmasked Estep 
Score: -2205688.250000 Penalty: 3171.668945
	Iteration 36Q: 3 clusters Score -2205688 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 16967 members 
Entering Unmasked Estep 
Score: -2205696.000000 Penalty: 3171.668945
	Iteration 37Q: 3 clusters Score -2205696 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 16975 members 
Entering Unmasked Estep 
Score: -2205700.250000 Penalty: 3171.668945
	Iteration 38Q: 3 clusters Score -2205700 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 16983 members 
Entering Unmasked Estep 
Score: -2205703.250000 Penalty: 3171.668945
	Iteration 39Q: 3 clusters Score -2205703 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 16986 members 
Entering Unmasked Estep 
Score: -2205704.750000 Penalty: 3171.668945
	Iteration 40F: 3 clusters Score -2205705 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 16989 members 
Entering Unmasked Estep 
Score: -2205707.500000 Penalty: 3171.668945
	Iteration 41Q: 3 clusters Score -2205708 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 16992 members 
Entering Unmasked Estep 
Score: -2205709.750000 Penalty: 3171.668945
	Iteration 42Q: 3 clusters Score -2205710 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 16994 members 
Entering Unmasked Estep 
Score: -2205711.500000 Penalty: 3171.668945
	Iteration 43Q: 3 clusters Score -2205712 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 16996 members 
Entering Unmasked Estep 
Score: -2205713.750000 Penalty: 3171.668945
	Iteration 44Q: 3 clusters Score -2205714 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 16999 members 
Entering Unmasked Estep 
Score: -2205714.000000 Penalty: 3171.668945
	Iteration 45Q: 3 clusters Score -2205714 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 17003 members 
Entering Unmasked Estep 
Score: -2205714.500000 Penalty: 3171.668945
	Iteration 46Q: 3 clusters Score -2205714 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 17005 members 
Entering Unmasked Estep 
Score: -2205719.750000 Penalty: 3171.668945
	Iteration 47Q: 3 clusters Score -2205720 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 17005 members 
Entering Unmasked Estep 
Score: -2205722.750000 Penalty: 3171.668945
	Iteration 48Q: 3 clusters Score -2205723 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 17005 members 
Entering Unmasked Estep 
Score: -2205724.750000 Penalty: 3171.668945
	Iteration 49Q: 3 clusters Score -2205725 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 17006 members 
Entering Unmasked Estep 
Score: -2205727.250000 Penalty: 3171.668945
	Iteration 50Q: 3 clusters Score -2205727 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 17006 members 
Entering Unmasked Estep 
Score: -2205727.250000 Penalty: 3171.668945
	Iteration 51F: 3 clusters Score -2205727 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (509 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Entering Unmasked Estep 
Score: -54111.933594 Penalty: 1012.772827
	Iteration 0F: 2 clusters Score -54111.93 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -53098.300781 Penalty: 2025.545654
	Iteration 0F: 3 clusters Score -53098.3 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -53379.281250 Penalty: 2025.545654
	Iteration 1F: 3 clusters Score -53379.28 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -53569.203125 Penalty: 2025.545654
	Iteration 2F: 3 clusters Score -53569.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -53790.882812 Penalty: 2025.545654
	Iteration 3F: 3 clusters Score -53790.88 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -53855.019531 Penalty: 2025.545654
	Iteration 4Q: 3 clusters Score -53855.02 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -53901.550781 Penalty: 2025.545654
	Iteration 5Q: 3 clusters Score -53901.55 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -53933.265625 Penalty: 2025.545654
	Iteration 6Q: 3 clusters Score -53933.27 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -53965.058594 Penalty: 2025.545654
	Iteration 7Q: 3 clusters Score -53965.06 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -53973.125000 Penalty: 2025.545654
	Iteration 8Q: 3 clusters Score -53973.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -53977.195312 Penalty: 2025.545654
	Iteration 9Q: 3 clusters Score -53977.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -53984.031250 Penalty: 2025.545654
	Iteration 10Q: 3 clusters Score -53984.03 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -53992.597656 Penalty: 2025.545654
	Iteration 11Q: 3 clusters Score -53992.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -54008.925781 Penalty: 2025.545654
	Iteration 12Q: 3 clusters Score -54008.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -54011.738281 Penalty: 2025.545654
	Iteration 13Q: 3 clusters Score -54011.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -54011.738281 Penalty: 2025.545654
	Iteration 14F: 3 clusters Score -54011.74 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (29696 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29696 members 
Entering Unmasked Estep 
Score: -3855901.000000 Penalty: 1673.549805
	Iteration 0F: 2 clusters Score -3855901 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15039 members 
Mstep: Class 2 contains 14657 members 
Entering Unmasked Estep 
Score: -3836005.000000 Penalty: 3347.099609
	Iteration 0F: 3 clusters Score -3836005 nChanged 13630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16651 members 
Mstep: Class 2 contains 13045 members 
Entering Unmasked Estep 
Score: -3843817.750000 Penalty: 3347.099609
	Iteration 1F: 3 clusters Score -3843818 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17714 members 
Mstep: Class 2 contains 11982 members 
Entering Unmasked Estep 
Score: -3844461.250000 Penalty: 3347.099609
	Iteration 2F: 3 clusters Score -3844461 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19127 members 
Mstep: Class 2 contains 10569 members 
Entering Unmasked Estep 
Score: -3845408.000000 Penalty: 3347.099609
	Iteration 3F: 3 clusters Score -3845408 nChanged 2047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20970 members 
Mstep: Class 2 contains 8726 members 
Entering Unmasked Estep 
Score: -3846817.500000 Penalty: 3347.099609
	Iteration 4F: 3 clusters Score -3846818 nChanged 2281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23117 members 
Mstep: Class 2 contains 6579 members 
Entering Unmasked Estep 
Score: -3848656.250000 Penalty: 3347.099609
	Iteration 5F: 3 clusters Score -3848656 nChanged 2129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25172 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -3850553.500000 Penalty: 3347.099609
	Iteration 6F: 3 clusters Score -3850554 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26681 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -3852023.250000 Penalty: 3347.099609
	Iteration 7F: 3 clusters Score -3852023 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27716 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -3853066.750000 Penalty: 3347.099609
	Iteration 8Q: 3 clusters Score -3853067 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28324 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -3853679.750000 Penalty: 3347.099609
	Iteration 9Q: 3 clusters Score -3853680 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28669 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -3853979.250000 Penalty: 3347.099609
	Iteration 10Q: 3 clusters Score -3853979 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28869 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -3854142.750000 Penalty: 3347.099609
	Iteration 11Q: 3 clusters Score -3854143 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28997 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -3854246.500000 Penalty: 3347.099609
	Iteration 12Q: 3 clusters Score -3854246 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29081 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -3854309.750000 Penalty: 3347.099609
	Iteration 13Q: 3 clusters Score -3854310 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29142 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -3854347.250000 Penalty: 3347.099609
	Iteration 14Q: 3 clusters Score -3854347 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29179 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -3854372.250000 Penalty: 3347.099609
	Iteration 15Q: 3 clusters Score -3854372 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29202 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -3854390.250000 Penalty: 3347.099609
	Iteration 16Q: 3 clusters Score -3854390 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29221 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -3854403.750000 Penalty: 3347.099609
	Iteration 17Q: 3 clusters Score -3854404 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29235 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -3854419.000000 Penalty: 3347.099609
	Iteration 18Q: 3 clusters Score -3854419 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29247 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -3854426.500000 Penalty: 3347.099609
	Iteration 19Q: 3 clusters Score -3854426 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29257 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -3854438.000000 Penalty: 3347.099609
	Iteration 20F: 3 clusters Score -3854438 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29263 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -3854438.500000 Penalty: 3347.099609
	Iteration 21Q: 3 clusters Score -3854438 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29268 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -3854441.250000 Penalty: 3347.099609
	Iteration 22Q: 3 clusters Score -3854441 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29274 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -3854448.250000 Penalty: 3347.099609
	Iteration 23Q: 3 clusters Score -3854448 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29283 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -3854453.000000 Penalty: 3347.099609
	Iteration 24Q: 3 clusters Score -3854453 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29288 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -3854458.750000 Penalty: 3347.099609
	Iteration 25Q: 3 clusters Score -3854459 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29292 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -3854460.500000 Penalty: 3347.099609
	Iteration 26Q: 3 clusters Score -3854460 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29294 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -3854462.000000 Penalty: 3347.099609
	Iteration 27Q: 3 clusters Score -3854462 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29295 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -3854461.750000 Penalty: 3347.099609
	Iteration 28Q: 3 clusters Score -3854462 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29295 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -3854461.750000 Penalty: 3347.099609
	Iteration 29F: 3 clusters Score -3854462 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (3227 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Entering Unmasked Estep 
Score: -379689.906250 Penalty: 1312.887573
	Iteration 0F: 2 clusters Score -379689.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -376848.750000 Penalty: 2625.775146
	Iteration 0F: 3 clusters Score -376848.8 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -377796.250000 Penalty: 2625.775146
	Iteration 1F: 3 clusters Score -377796.2 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -378086.062500 Penalty: 2625.775146
	Iteration 2F: 3 clusters Score -378086.1 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -378291.562500 Penalty: 2625.775146
	Iteration 3F: 3 clusters Score -378291.6 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -378454.437500 Penalty: 2625.775146
	Iteration 4F: 3 clusters Score -378454.4 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -378580.281250 Penalty: 2625.775146
	Iteration 5Q: 3 clusters Score -378580.3 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -378689.125000 Penalty: 2625.775146
	Iteration 6Q: 3 clusters Score -378689.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -378757.218750 Penalty: 2625.775146
	Iteration 7Q: 3 clusters Score -378757.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -378806.312500 Penalty: 2625.775146
	Iteration 8Q: 3 clusters Score -378806.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -378843.250000 Penalty: 2625.775146
	Iteration 9Q: 3 clusters Score -378843.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -378869.875000 Penalty: 2625.775146
	Iteration 10Q: 3 clusters Score -378869.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -378896.343750 Penalty: 2625.775146
	Iteration 11Q: 3 clusters Score -378896.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -378911.093750 Penalty: 2625.775146
	Iteration 12Q: 3 clusters Score -378911.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -378925.062500 Penalty: 2625.775146
	Iteration 13Q: 3 clusters Score -378925.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -378936.562500 Penalty: 2625.775146
	Iteration 14Q: 3 clusters Score -378936.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -378947.750000 Penalty: 2625.775146
	Iteration 15Q: 3 clusters Score -378947.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -378958.500000 Penalty: 2625.775146
	Iteration 16Q: 3 clusters Score -378958.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -378967.781250 Penalty: 2625.775146
	Iteration 17Q: 3 clusters Score -378967.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -378976.218750 Penalty: 2625.775146
	Iteration 18Q: 3 clusters Score -378976.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -378984.843750 Penalty: 2625.775146
	Iteration 19Q: 3 clusters Score -378984.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -378992.187500 Penalty: 2625.775146
	Iteration 20F: 3 clusters Score -378992.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -379007.031250 Penalty: 2625.775146
	Iteration 21Q: 3 clusters Score -379007 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -379026.093750 Penalty: 2625.775146
	Iteration 22Q: 3 clusters Score -379026.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -379041.500000 Penalty: 2625.775146
	Iteration 23Q: 3 clusters Score -379041.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -379060.093750 Penalty: 2625.775146
	Iteration 24Q: 3 clusters Score -379060.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -379078.968750 Penalty: 2625.775146
	Iteration 25Q: 3 clusters Score -379079 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -379101.781250 Penalty: 2625.775146
	Iteration 26Q: 3 clusters Score -379101.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -379127.687500 Penalty: 2625.775146
	Iteration 27Q: 3 clusters Score -379127.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -379142.718750 Penalty: 2625.775146
	Iteration 28Q: 3 clusters Score -379142.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -379154.687500 Penalty: 2625.775146
	Iteration 29Q: 3 clusters Score -379154.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -379160.812500 Penalty: 2625.775146
	Iteration 30Q: 3 clusters Score -379160.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -379163.343750 Penalty: 2625.775146
	Iteration 31Q: 3 clusters Score -379163.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -379165.250000 Penalty: 2625.775146
	Iteration 32Q: 3 clusters Score -379165.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -379168.375000 Penalty: 2625.775146
	Iteration 33Q: 3 clusters Score -379168.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -379173.437500 Penalty: 2625.775146
	Iteration 34Q: 3 clusters Score -379173.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -379183.718750 Penalty: 2625.775146
	Iteration 35Q: 3 clusters Score -379183.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -379189.968750 Penalty: 2625.775146
	Iteration 36Q: 3 clusters Score -379190 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -379200.062500 Penalty: 2625.775146
	Iteration 37Q: 3 clusters Score -379200.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -379212.218750 Penalty: 2625.775146
	Iteration 38Q: 3 clusters Score -379212.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -379219.562500 Penalty: 2625.775146
	Iteration 39Q: 3 clusters Score -379219.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -379225.312500 Penalty: 2625.775146
	Iteration 40F: 3 clusters Score -379225.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -379229.187500 Penalty: 2625.775146
	Iteration 41Q: 3 clusters Score -379229.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -379233.000000 Penalty: 2625.775146
	Iteration 42Q: 3 clusters Score -379233 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -379234.312500 Penalty: 2625.775146
	Iteration 43Q: 3 clusters Score -379234.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -379235.093750 Penalty: 2625.775146
	Iteration 44Q: 3 clusters Score -379235.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -379236.968750 Penalty: 2625.775146
	Iteration 45Q: 3 clusters Score -379237 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -379240.093750 Penalty: 2625.775146
	Iteration 46Q: 3 clusters Score -379240.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -379240.093750 Penalty: 2625.775146
	Iteration 47F: 3 clusters Score -379240.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (18705 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18705 members 
Entering Unmasked Estep 
Score: -2191796.500000 Penalty: 1598.438721
	Iteration 0F: 2 clusters Score -2191796 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9319 members 
Mstep: Class 2 contains 9386 members 
Entering Unmasked Estep 
Score: -2179010.750000 Penalty: 3196.877441
	Iteration 0F: 3 clusters Score -2179011 nChanged 8536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8885 members 
Mstep: Class 2 contains 9820 members 
Entering Unmasked Estep 
Score: -2183840.750000 Penalty: 3196.877441
	Iteration 1F: 3 clusters Score -2183841 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8574 members 
Mstep: Class 2 contains 10131 members 
Entering Unmasked Estep 
Score: -2184606.500000 Penalty: 3196.877441
	Iteration 2F: 3 clusters Score -2184606 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8269 members 
Mstep: Class 2 contains 10436 members 
Entering Unmasked Estep 
Score: -2185361.500000 Penalty: 3196.877441
	Iteration 3F: 3 clusters Score -2185362 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7932 members 
Mstep: Class 2 contains 10773 members 
Entering Unmasked Estep 
Score: -2186072.500000 Penalty: 3196.877441
	Iteration 4F: 3 clusters Score -2186072 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7549 members 
Mstep: Class 2 contains 11156 members 
Entering Unmasked Estep 
Score: -2186678.750000 Penalty: 3196.877441
	Iteration 5F: 3 clusters Score -2186679 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7147 members 
Mstep: Class 2 contains 11558 members 
Entering Unmasked Estep 
Score: -2187161.250000 Penalty: 3196.877441
	Iteration 6F: 3 clusters Score -2187161 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6745 members 
Mstep: Class 2 contains 11960 members 
Entering Unmasked Estep 
Score: -2187538.750000 Penalty: 3196.877441
	Iteration 7Q: 3 clusters Score -2187539 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6348 members 
Mstep: Class 2 contains 12357 members 
Entering Unmasked Estep 
Score: -2187847.500000 Penalty: 3196.877441
	Iteration 8Q: 3 clusters Score -2187848 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5920 members 
Mstep: Class 2 contains 12785 members 
Entering Unmasked Estep 
Score: -2188145.750000 Penalty: 3196.877441
	Iteration 9Q: 3 clusters Score -2188146 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5489 members 
Mstep: Class 2 contains 13216 members 
Entering Unmasked Estep 
Score: -2188405.500000 Penalty: 3196.877441
	Iteration 10Q: 3 clusters Score -2188406 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 13663 members 
Entering Unmasked Estep 
Score: -2188678.750000 Penalty: 3196.877441
	Iteration 11Q: 3 clusters Score -2188679 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 14125 members 
Entering Unmasked Estep 
Score: -2188969.750000 Penalty: 3196.877441
	Iteration 12Q: 3 clusters Score -2188970 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 14556 members 
Entering Unmasked Estep 
Score: -2189232.500000 Penalty: 3196.877441
	Iteration 13Q: 3 clusters Score -2189232 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 14954 members 
Entering Unmasked Estep 
Score: -2189472.000000 Penalty: 3196.877441
	Iteration 14Q: 3 clusters Score -2189472 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 15319 members 
Entering Unmasked Estep 
Score: -2189682.500000 Penalty: 3196.877441
	Iteration 15Q: 3 clusters Score -2189682 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 15641 members 
Entering Unmasked Estep 
Score: -2189860.750000 Penalty: 3196.877441
	Iteration 16Q: 3 clusters Score -2189861 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 15950 members 
Entering Unmasked Estep 
Score: -2190053.250000 Penalty: 3196.877441
	Iteration 17Q: 3 clusters Score -2190053 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 16220 members 
Entering Unmasked Estep 
Score: -2190214.250000 Penalty: 3196.877441
	Iteration 18Q: 3 clusters Score -2190214 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 16467 members 
Entering Unmasked Estep 
Score: -2190350.250000 Penalty: 3196.877441
	Iteration 19Q: 3 clusters Score -2190350 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 16681 members 
Entering Unmasked Estep 
Score: -2190477.500000 Penalty: 3196.877441
	Iteration 20F: 3 clusters Score -2190478 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 16883 members 
Entering Unmasked Estep 
Score: -2190591.250000 Penalty: 3196.877441
	Iteration 21Q: 3 clusters Score -2190591 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 17048 members 
Entering Unmasked Estep 
Score: -2190693.000000 Penalty: 3196.877441
	Iteration 22Q: 3 clusters Score -2190693 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 17197 members 
Entering Unmasked Estep 
Score: -2190769.500000 Penalty: 3196.877441
	Iteration 23Q: 3 clusters Score -2190770 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 17314 members 
Entering Unmasked Estep 
Score: -2190834.500000 Penalty: 3196.877441
	Iteration 24Q: 3 clusters Score -2190834 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 17411 members 
Entering Unmasked Estep 
Score: -2190901.250000 Penalty: 3196.877441
	Iteration 25Q: 3 clusters Score -2190901 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 17499 members 
Entering Unmasked Estep 
Score: -2190950.750000 Penalty: 3196.877441
	Iteration 26Q: 3 clusters Score -2190951 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 17569 members 
Entering Unmasked Estep 
Score: -2190993.500000 Penalty: 3196.877441
	Iteration 27Q: 3 clusters Score -2190994 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 17627 members 
Entering Unmasked Estep 
Score: -2191020.500000 Penalty: 3196.877441
	Iteration 28Q: 3 clusters Score -2191020 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 17685 members 
Entering Unmasked Estep 
Score: -2191058.000000 Penalty: 3196.877441
	Iteration 29Q: 3 clusters Score -2191058 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 17728 members 
Entering Unmasked Estep 
Score: -2191092.250000 Penalty: 3196.877441
	Iteration 30Q: 3 clusters Score -2191092 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 17763 members 
Entering Unmasked Estep 
Score: -2191120.250000 Penalty: 3196.877441
	Iteration 31Q: 3 clusters Score -2191120 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 17797 members 
Entering Unmasked Estep 
Score: -2191143.750000 Penalty: 3196.877441
	Iteration 32Q: 3 clusters Score -2191144 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 17823 members 
Entering Unmasked Estep 
Score: -2191164.000000 Penalty: 3196.877441
	Iteration 33Q: 3 clusters Score -2191164 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 17845 members 
Entering Unmasked Estep 
Score: -2191180.000000 Penalty: 3196.877441
	Iteration 34Q: 3 clusters Score -2191180 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 17863 members 
Entering Unmasked Estep 
Score: -2191203.250000 Penalty: 3196.877441
	Iteration 35Q: 3 clusters Score -2191203 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 17875 members 
Entering Unmasked Estep 
Score: -2191216.750000 Penalty: 3196.877441
	Iteration 36Q: 3 clusters Score -2191217 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 17893 members 
Entering Unmasked Estep 
Score: -2191222.000000 Penalty: 3196.877441
	Iteration 37Q: 3 clusters Score -2191222 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 17898 members 
Entering Unmasked Estep 
Score: -2191228.250000 Penalty: 3196.877441
	Iteration 38Q: 3 clusters Score -2191228 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 17901 members 
Entering Unmasked Estep 
Score: -2191224.500000 Penalty: 3196.877441
	Iteration 39Q: 3 clusters Score -2191224 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 17903 members 
Entering Unmasked Estep 
Score: -2191231.000000 Penalty: 3196.877441
	Iteration 40F: 3 clusters Score -2191231 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 17898 members 
Entering Unmasked Estep 
Score: -2191230.250000 Penalty: 3196.877441
	Iteration 41Q: 3 clusters Score -2191230 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 17897 members 
Entering Unmasked Estep 
Score: -2191234.000000 Penalty: 3196.877441
	Iteration 42Q: 3 clusters Score -2191234 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 17896 members 
Entering Unmasked Estep 
Score: -2191234.000000 Penalty: 3196.877441
	Iteration 43Q: 3 clusters Score -2191234 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 17895 members 
Entering Unmasked Estep 
Score: -2191235.000000 Penalty: 3196.877441
	Iteration 44Q: 3 clusters Score -2191235 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 17895 members 
Entering Unmasked Estep 
Score: -2191235.000000 Penalty: 3196.877441
	Iteration 45F: 3 clusters Score -2191235 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (38601 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38601 members 
Entering Unmasked Estep 
Score: -4891706.000000 Penalty: 1716.167847
	Iteration 0F: 2 clusters Score -4891706 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19387 members 
Mstep: Class 2 contains 19214 members 
Entering Unmasked Estep 
Score: -4865948.000000 Penalty: 3432.335693
	Iteration 0F: 3 clusters Score -4865948 nChanged 17924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20021 members 
Mstep: Class 2 contains 18580 members 
Entering Unmasked Estep 
Score: -4876126.500000 Penalty: 3432.335693
	Iteration 1F: 3 clusters Score -4876126 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20571 members 
Mstep: Class 2 contains 18030 members 
Entering Unmasked Estep 
Score: -4876669.500000 Penalty: 3432.335693
	Iteration 2Q: 3 clusters Score -4876670 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21413 members 
Mstep: Class 2 contains 17188 members 
Entering Unmasked Estep 
Score: -4877251.500000 Penalty: 3432.335693
	Iteration 3Q: 3 clusters Score -4877252 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22645 members 
Mstep: Class 2 contains 15956 members 
Entering Unmasked Estep 
Score: -4877979.000000 Penalty: 3432.335693
	Iteration 4Q: 3 clusters Score -4877979 nChanged 2090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24353 members 
Mstep: Class 2 contains 14248 members 
Entering Unmasked Estep 
Score: -4878989.500000 Penalty: 3432.335693
	Iteration 5F: 3 clusters Score -4878990 nChanged 2386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26495 members 
Mstep: Class 2 contains 12106 members 
Entering Unmasked Estep 
Score: -4880391.000000 Penalty: 3432.335693
	Iteration 6F: 3 clusters Score -4880391 nChanged 2591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28956 members 
Mstep: Class 2 contains 9645 members 
Entering Unmasked Estep 
Score: -4882182.000000 Penalty: 3432.335693
	Iteration 7F: 3 clusters Score -4882182 nChanged 2739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31619 members 
Mstep: Class 2 contains 6982 members 
Entering Unmasked Estep 
Score: -4884279.500000 Penalty: 3432.335693
	Iteration 8F: 3 clusters Score -4884280 nChanged 2387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33986 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -4886262.000000 Penalty: 3432.335693
	Iteration 9F: 3 clusters Score -4886262 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35821 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -4887861.500000 Penalty: 3432.335693
	Iteration 10Q: 3 clusters Score -4887862 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37086 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -4888955.500000 Penalty: 3432.335693
	Iteration 11Q: 3 clusters Score -4888956 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37759 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -4889533.500000 Penalty: 3432.335693
	Iteration 12Q: 3 clusters Score -4889534 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38069 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -4889836.500000 Penalty: 3432.335693
	Iteration 13Q: 3 clusters Score -4889836 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38226 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -4889962.500000 Penalty: 3432.335693
	Iteration 14Q: 3 clusters Score -4889962 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38289 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -4890029.500000 Penalty: 3432.335693
	Iteration 15Q: 3 clusters Score -4890030 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38326 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -4890077.000000 Penalty: 3432.335693
	Iteration 16Q: 3 clusters Score -4890077 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38354 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -4890125.000000 Penalty: 3432.335693
	Iteration 17Q: 3 clusters Score -4890125 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38361 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -4890140.000000 Penalty: 3432.335693
	Iteration 18Q: 3 clusters Score -4890140 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38375 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -4890164.000000 Penalty: 3432.335693
	Iteration 19Q: 3 clusters Score -4890164 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38377 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -4890179.000000 Penalty: 3432.335693
	Iteration 20F: 3 clusters Score -4890179 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38377 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -4890181.500000 Penalty: 3432.335693
	Iteration 21Q: 3 clusters Score -4890182 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38376 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -4890181.000000 Penalty: 3432.335693
	Iteration 22Q: 3 clusters Score -4890181 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38375 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -4890181.000000 Penalty: 3432.335693
	Iteration 23Q: 3 clusters Score -4890181 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38375 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -4890181.000000 Penalty: 3432.335693
	Iteration 24F: 3 clusters Score -4890181 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (19485 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19485 members 
Entering Unmasked Estep 
Score: -2278808.000000 Penalty: 1605.077515
	Iteration 0F: 2 clusters Score -2278808 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9709 members 
Mstep: Class 2 contains 9776 members 
Entering Unmasked Estep 
Score: -2265553.750000 Penalty: 3210.155029
	Iteration 0F: 3 clusters Score -2265554 nChanged 8804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9575 members 
Mstep: Class 2 contains 9910 members 
Entering Unmasked Estep 
Score: -2270813.250000 Penalty: 3210.155029
	Iteration 1F: 3 clusters Score -2270813 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9653 members 
Mstep: Class 2 contains 9832 members 
Entering Unmasked Estep 
Score: -2271461.750000 Penalty: 3210.155029
	Iteration 2F: 3 clusters Score -2271462 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9828 members 
Mstep: Class 2 contains 9657 members 
Entering Unmasked Estep 
Score: -2272111.500000 Penalty: 3210.155029
	Iteration 3F: 3 clusters Score -2272112 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10045 members 
Mstep: Class 2 contains 9440 members 
Entering Unmasked Estep 
Score: -2272806.250000 Penalty: 3210.155029
	Iteration 4F: 3 clusters Score -2272806 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10343 members 
Mstep: Class 2 contains 9142 members 
Entering Unmasked Estep 
Score: -2273437.750000 Penalty: 3210.155029
	Iteration 5F: 3 clusters Score -2273438 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10608 members 
Mstep: Class 2 contains 8877 members 
Entering Unmasked Estep 
Score: -2273944.000000 Penalty: 3210.155029
	Iteration 6F: 3 clusters Score -2273944 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10799 members 
Mstep: Class 2 contains 8686 members 
Entering Unmasked Estep 
Score: -2274347.250000 Penalty: 3210.155029
	Iteration 7Q: 3 clusters Score -2274347 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10940 members 
Mstep: Class 2 contains 8545 members 
Entering Unmasked Estep 
Score: -2274641.500000 Penalty: 3210.155029
	Iteration 8Q: 3 clusters Score -2274642 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11078 members 
Mstep: Class 2 contains 8407 members 
Entering Unmasked Estep 
Score: -2274850.750000 Penalty: 3210.155029
	Iteration 9Q: 3 clusters Score -2274851 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11193 members 
Mstep: Class 2 contains 8292 members 
Entering Unmasked Estep 
Score: -2275005.250000 Penalty: 3210.155029
	Iteration 10Q: 3 clusters Score -2275005 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11280 members 
Mstep: Class 2 contains 8205 members 
Entering Unmasked Estep 
Score: -2275122.500000 Penalty: 3210.155029
	Iteration 11Q: 3 clusters Score -2275122 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11371 members 
Mstep: Class 2 contains 8114 members 
Entering Unmasked Estep 
Score: -2275242.000000 Penalty: 3210.155029
	Iteration 12Q: 3 clusters Score -2275242 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11489 members 
Mstep: Class 2 contains 7996 members 
Entering Unmasked Estep 
Score: -2275330.500000 Penalty: 3210.155029
	Iteration 13Q: 3 clusters Score -2275330 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11593 members 
Mstep: Class 2 contains 7892 members 
Entering Unmasked Estep 
Score: -2275441.000000 Penalty: 3210.155029
	Iteration 14Q: 3 clusters Score -2275441 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11726 members 
Mstep: Class 2 contains 7759 members 
Entering Unmasked Estep 
Score: -2275530.750000 Penalty: 3210.155029
	Iteration 15Q: 3 clusters Score -2275531 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11879 members 
Mstep: Class 2 contains 7606 members 
Entering Unmasked Estep 
Score: -2275614.250000 Penalty: 3210.155029
	Iteration 16Q: 3 clusters Score -2275614 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12022 members 
Mstep: Class 2 contains 7463 members 
Entering Unmasked Estep 
Score: -2275680.500000 Penalty: 3210.155029
	Iteration 17Q: 3 clusters Score -2275680 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12137 members 
Mstep: Class 2 contains 7348 members 
Entering Unmasked Estep 
Score: -2275738.000000 Penalty: 3210.155029
	Iteration 18Q: 3 clusters Score -2275738 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12254 members 
Mstep: Class 2 contains 7231 members 
Entering Unmasked Estep 
Score: -2275793.000000 Penalty: 3210.155029
	Iteration 19Q: 3 clusters Score -2275793 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12366 members 
Mstep: Class 2 contains 7119 members 
Entering Unmasked Estep 
Score: -2275842.250000 Penalty: 3210.155029
	Iteration 20F: 3 clusters Score -2275842 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12480 members 
Mstep: Class 2 contains 7005 members 
Entering Unmasked Estep 
Score: -2275891.750000 Penalty: 3210.155029
	Iteration 21Q: 3 clusters Score -2275892 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12598 members 
Mstep: Class 2 contains 6887 members 
Entering Unmasked Estep 
Score: -2275938.000000 Penalty: 3210.155029
	Iteration 22Q: 3 clusters Score -2275938 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12711 members 
Mstep: Class 2 contains 6774 members 
Entering Unmasked Estep 
Score: -2275964.250000 Penalty: 3210.155029
	Iteration 23Q: 3 clusters Score -2275964 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12830 members 
Mstep: Class 2 contains 6655 members 
Entering Unmasked Estep 
Score: -2276006.000000 Penalty: 3210.155029
	Iteration 24Q: 3 clusters Score -2276006 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12956 members 
Mstep: Class 2 contains 6529 members 
Entering Unmasked Estep 
Score: -2276058.000000 Penalty: 3210.155029
	Iteration 25Q: 3 clusters Score -2276058 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13093 members 
Mstep: Class 2 contains 6392 members 
Entering Unmasked Estep 
Score: -2276101.500000 Penalty: 3210.155029
	Iteration 26Q: 3 clusters Score -2276102 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13254 members 
Mstep: Class 2 contains 6231 members 
Entering Unmasked Estep 
Score: -2276151.000000 Penalty: 3210.155029
	Iteration 27Q: 3 clusters Score -2276151 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13408 members 
Mstep: Class 2 contains 6077 members 
Entering Unmasked Estep 
Score: -2276212.000000 Penalty: 3210.155029
	Iteration 28Q: 3 clusters Score -2276212 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13573 members 
Mstep: Class 2 contains 5912 members 
Entering Unmasked Estep 
Score: -2276273.500000 Penalty: 3210.155029
	Iteration 29Q: 3 clusters Score -2276274 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13735 members 
Mstep: Class 2 contains 5750 members 
Entering Unmasked Estep 
Score: -2276343.750000 Penalty: 3210.155029
	Iteration 30Q: 3 clusters Score -2276344 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13925 members 
Mstep: Class 2 contains 5560 members 
Entering Unmasked Estep 
Score: -2276419.500000 Penalty: 3210.155029
	Iteration 31Q: 3 clusters Score -2276420 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14128 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -2276532.750000 Penalty: 3210.155029
	Iteration 32Q: 3 clusters Score -2276533 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14346 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -2276625.750000 Penalty: 3210.155029
	Iteration 33Q: 3 clusters Score -2276626 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14545 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -2276703.250000 Penalty: 3210.155029
	Iteration 34Q: 3 clusters Score -2276703 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14721 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -2276779.000000 Penalty: 3210.155029
	Iteration 35Q: 3 clusters Score -2276779 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14883 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -2276831.000000 Penalty: 3210.155029
	Iteration 36Q: 3 clusters Score -2276831 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15024 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -2276871.250000 Penalty: 3210.155029
	Iteration 37Q: 3 clusters Score -2276871 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15181 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -2276915.000000 Penalty: 3210.155029
	Iteration 38Q: 3 clusters Score -2276915 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15332 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -2276960.000000 Penalty: 3210.155029
	Iteration 39Q: 3 clusters Score -2276960 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15469 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -2277000.250000 Penalty: 3210.155029
	Iteration 40F: 3 clusters Score -2277000 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15590 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -2277040.000000 Penalty: 3210.155029
	Iteration 41Q: 3 clusters Score -2277040 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15712 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -2277061.000000 Penalty: 3210.155029
	Iteration 42Q: 3 clusters Score -2277061 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15808 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -2277083.750000 Penalty: 3210.155029
	Iteration 43Q: 3 clusters Score -2277084 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15896 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -2277102.750000 Penalty: 3210.155029
	Iteration 44Q: 3 clusters Score -2277103 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15994 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -2277118.250000 Penalty: 3210.155029
	Iteration 45Q: 3 clusters Score -2277118 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16081 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -2277143.500000 Penalty: 3210.155029
	Iteration 46Q: 3 clusters Score -2277144 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16176 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -2277163.250000 Penalty: 3210.155029
	Iteration 47Q: 3 clusters Score -2277163 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16266 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -2277195.000000 Penalty: 3210.155029
	Iteration 48Q: 3 clusters Score -2277195 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16360 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -2277220.750000 Penalty: 3210.155029
	Iteration 49Q: 3 clusters Score -2277221 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16454 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -2277250.750000 Penalty: 3210.155029
	Iteration 50Q: 3 clusters Score -2277251 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16547 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -2277284.250000 Penalty: 3210.155029
	Iteration 51Q: 3 clusters Score -2277284 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16654 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -2277307.250000 Penalty: 3210.155029
	Iteration 52Q: 3 clusters Score -2277307 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16762 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -2277338.750000 Penalty: 3210.155029
	Iteration 53Q: 3 clusters Score -2277339 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16884 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -2277383.000000 Penalty: 3210.155029
	Iteration 54Q: 3 clusters Score -2277383 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16996 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -2277421.250000 Penalty: 3210.155029
	Iteration 55Q: 3 clusters Score -2277421 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17097 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -2277462.000000 Penalty: 3210.155029
	Iteration 56Q: 3 clusters Score -2277462 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17184 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -2277480.750000 Penalty: 3210.155029
	Iteration 57Q: 3 clusters Score -2277481 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17254 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -2277502.750000 Penalty: 3210.155029
	Iteration 58Q: 3 clusters Score -2277503 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17328 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -2277526.500000 Penalty: 3210.155029
	Iteration 59Q: 3 clusters Score -2277526 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17391 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -2277546.000000 Penalty: 3210.155029
	Iteration 60F: 3 clusters Score -2277546 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17440 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -2277561.000000 Penalty: 3210.155029
	Iteration 61Q: 3 clusters Score -2277561 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17506 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -2277578.000000 Penalty: 3210.155029
	Iteration 62Q: 3 clusters Score -2277578 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17565 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -2277598.250000 Penalty: 3210.155029
	Iteration 63Q: 3 clusters Score -2277598 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17639 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -2277627.250000 Penalty: 3210.155029
	Iteration 64Q: 3 clusters Score -2277627 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17709 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -2277636.250000 Penalty: 3210.155029
	Iteration 65Q: 3 clusters Score -2277636 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17772 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -2277670.250000 Penalty: 3210.155029
	Iteration 66Q: 3 clusters Score -2277670 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17833 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -2277698.250000 Penalty: 3210.155029
	Iteration 67Q: 3 clusters Score -2277698 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17894 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -2277725.000000 Penalty: 3210.155029
	Iteration 68Q: 3 clusters Score -2277725 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17936 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -2277736.250000 Penalty: 3210.155029
	Iteration 69Q: 3 clusters Score -2277736 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17967 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -2277743.500000 Penalty: 3210.155029
	Iteration 70Q: 3 clusters Score -2277744 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17994 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -2277748.000000 Penalty: 3210.155029
	Iteration 71Q: 3 clusters Score -2277748 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18019 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -2277754.000000 Penalty: 3210.155029
	Iteration 72Q: 3 clusters Score -2277754 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18041 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -2277762.000000 Penalty: 3210.155029
	Iteration 73Q: 3 clusters Score -2277762 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18062 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -2277768.750000 Penalty: 3210.155029
	Iteration 74Q: 3 clusters Score -2277769 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18080 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -2277774.500000 Penalty: 3210.155029
	Iteration 75Q: 3 clusters Score -2277774 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18098 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -2277776.250000 Penalty: 3210.155029
	Iteration 76Q: 3 clusters Score -2277776 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18112 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -2277781.000000 Penalty: 3210.155029
	Iteration 77Q: 3 clusters Score -2277781 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18123 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -2277784.500000 Penalty: 3210.155029
	Iteration 78Q: 3 clusters Score -2277784 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18133 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -2277787.000000 Penalty: 3210.155029
	Iteration 79Q: 3 clusters Score -2277787 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18148 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -2277789.000000 Penalty: 3210.155029
	Iteration 80F: 3 clusters Score -2277789 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18159 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -2277794.250000 Penalty: 3210.155029
	Iteration 81Q: 3 clusters Score -2277794 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18171 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -2277798.500000 Penalty: 3210.155029
	Iteration 82Q: 3 clusters Score -2277798 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18184 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -2277801.000000 Penalty: 3210.155029
	Iteration 83Q: 3 clusters Score -2277801 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18204 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -2277806.750000 Penalty: 3210.155029
	Iteration 84Q: 3 clusters Score -2277807 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18215 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -2277817.750000 Penalty: 3210.155029
	Iteration 85Q: 3 clusters Score -2277818 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18228 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -2277819.750000 Penalty: 3210.155029
	Iteration 86Q: 3 clusters Score -2277820 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18234 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -2277819.000000 Penalty: 3210.155029
	Iteration 87Q: 3 clusters Score -2277819 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18242 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -2277815.750000 Penalty: 3210.155029
	Iteration 88Q: 3 clusters Score -2277816 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18248 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -2277817.250000 Penalty: 3210.155029
	Iteration 89Q: 3 clusters Score -2277817 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18250 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -2277821.750000 Penalty: 3210.155029
	Iteration 90Q: 3 clusters Score -2277822 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18250 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -2277821.500000 Penalty: 3210.155029
	Iteration 91Q: 3 clusters Score -2277822 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18251 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -2277821.500000 Penalty: 3210.155029
	Iteration 92Q: 3 clusters Score -2277822 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18256 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -2277822.250000 Penalty: 3210.155029
	Iteration 93Q: 3 clusters Score -2277822 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18257 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -2277820.750000 Penalty: 3210.155029
	Iteration 94Q: 3 clusters Score -2277821 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18257 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -2277820.750000 Penalty: 3210.155029
	Iteration 95F: 3 clusters Score -2277821 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (35515 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35515 members 
Entering Unmasked Estep 
Score: -4484085.000000 Penalty: 1702.628052
	Iteration 0F: 2 clusters Score -4484085 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17880 members 
Mstep: Class 2 contains 17635 members 
Entering Unmasked Estep 
Score: -4460128.500000 Penalty: 3405.256104
	Iteration 0F: 3 clusters Score -4460128 nChanged 16568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19624 members 
Mstep: Class 2 contains 15891 members 
Entering Unmasked Estep 
Score: -4469832.000000 Penalty: 3405.256104
	Iteration 1F: 3 clusters Score -4469832 nChanged 1941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20747 members 
Mstep: Class 2 contains 14768 members 
Entering Unmasked Estep 
Score: -4470706.000000 Penalty: 3405.256104
	Iteration 2F: 3 clusters Score -4470706 nChanged 2121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22246 members 
Mstep: Class 2 contains 13269 members 
Entering Unmasked Estep 
Score: -4471836.000000 Penalty: 3405.256104
	Iteration 3F: 3 clusters Score -4471836 nChanged 2427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24133 members 
Mstep: Class 2 contains 11382 members 
Entering Unmasked Estep 
Score: -4473434.000000 Penalty: 3405.256104
	Iteration 4F: 3 clusters Score -4473434 nChanged 2454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26263 members 
Mstep: Class 2 contains 9252 members 
Entering Unmasked Estep 
Score: -4475229.000000 Penalty: 3405.256104
	Iteration 5F: 3 clusters Score -4475229 nChanged 2378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28487 members 
Mstep: Class 2 contains 7028 members 
Entering Unmasked Estep 
Score: -4477278.500000 Penalty: 3405.256104
	Iteration 6F: 3 clusters Score -4477278 nChanged 2050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30447 members 
Mstep: Class 2 contains 5068 members 
Entering Unmasked Estep 
Score: -4479069.000000 Penalty: 3405.256104
	Iteration 7F: 3 clusters Score -4479069 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31870 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -4480424.500000 Penalty: 3405.256104
	Iteration 8Q: 3 clusters Score -4480424 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32818 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -4481365.000000 Penalty: 3405.256104
	Iteration 9Q: 3 clusters Score -4481365 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33340 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -4481925.500000 Penalty: 3405.256104
	Iteration 10Q: 3 clusters Score -4481926 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33654 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -4482285.500000 Penalty: 3405.256104
	Iteration 11Q: 3 clusters Score -4482286 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33830 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -4482506.000000 Penalty: 3405.256104
	Iteration 12Q: 3 clusters Score -4482506 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33950 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -4482655.000000 Penalty: 3405.256104
	Iteration 13Q: 3 clusters Score -4482655 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34039 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -4482770.500000 Penalty: 3405.256104
	Iteration 14Q: 3 clusters Score -4482770 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34094 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -4482855.500000 Penalty: 3405.256104
	Iteration 15Q: 3 clusters Score -4482856 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34127 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -4482896.500000 Penalty: 3405.256104
	Iteration 16Q: 3 clusters Score -4482896 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34148 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -4482920.500000 Penalty: 3405.256104
	Iteration 17Q: 3 clusters Score -4482920 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34173 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -4482938.000000 Penalty: 3405.256104
	Iteration 18Q: 3 clusters Score -4482938 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34193 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -4482961.000000 Penalty: 3405.256104
	Iteration 19Q: 3 clusters Score -4482961 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34213 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -4482976.500000 Penalty: 3405.256104
	Iteration 20F: 3 clusters Score -4482976 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34234 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -4482999.500000 Penalty: 3405.256104
	Iteration 21Q: 3 clusters Score -4483000 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34245 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -4483012.500000 Penalty: 3405.256104
	Iteration 22Q: 3 clusters Score -4483012 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34261 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -4483020.000000 Penalty: 3405.256104
	Iteration 23Q: 3 clusters Score -4483020 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34271 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -4483036.000000 Penalty: 3405.256104
	Iteration 24Q: 3 clusters Score -4483036 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34289 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -4483037.000000 Penalty: 3405.256104
	Iteration 25Q: 3 clusters Score -4483037 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34301 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -4483050.500000 Penalty: 3405.256104
	Iteration 26Q: 3 clusters Score -4483050 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34308 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -4483056.000000 Penalty: 3405.256104
	Iteration 27Q: 3 clusters Score -4483056 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34317 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -4483058.000000 Penalty: 3405.256104
	Iteration 28Q: 3 clusters Score -4483058 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34320 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -4483056.000000 Penalty: 3405.256104
	Iteration 29Q: 3 clusters Score -4483056 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34325 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -4483055.500000 Penalty: 3405.256104
	Iteration 30Q: 3 clusters Score -4483056 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34328 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -4483054.500000 Penalty: 3405.256104
	Iteration 31Q: 3 clusters Score -4483054 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34329 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -4483055.500000 Penalty: 3405.256104
	Iteration 32Q: 3 clusters Score -4483056 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34333 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -4483060.000000 Penalty: 3405.256104
	Iteration 33Q: 3 clusters Score -4483060 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34337 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -4483059.500000 Penalty: 3405.256104
	Iteration 34Q: 3 clusters Score -4483060 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34339 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -4483057.500000 Penalty: 3405.256104
	Iteration 35Q: 3 clusters Score -4483058 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34339 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -4483055.000000 Penalty: 3405.256104
	Iteration 36Q: 3 clusters Score -4483055 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34340 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -4483054.500000 Penalty: 3405.256104
	Iteration 37Q: 3 clusters Score -4483054 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34341 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -4483055.000000 Penalty: 3405.256104
	Iteration 38Q: 3 clusters Score -4483055 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34344 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -4483054.500000 Penalty: 3405.256104
	Iteration 39Q: 3 clusters Score -4483054 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34346 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -4483055.500000 Penalty: 3405.256104
	Iteration 40F: 3 clusters Score -4483056 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34347 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -4483056.000000 Penalty: 3405.256104
	Iteration 41Q: 3 clusters Score -4483056 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34346 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -4483059.500000 Penalty: 3405.256104
	Iteration 42Q: 3 clusters Score -4483060 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34350 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -4483056.000000 Penalty: 3405.256104
	Iteration 43Q: 3 clusters Score -4483056 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34356 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -4483057.500000 Penalty: 3405.256104
	Iteration 44Q: 3 clusters Score -4483058 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34362 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -4483061.000000 Penalty: 3405.256104
	Iteration 45Q: 3 clusters Score -4483061 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34367 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -4483059.500000 Penalty: 3405.256104
	Iteration 46Q: 3 clusters Score -4483060 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34371 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -4483064.000000 Penalty: 3405.256104
	Iteration 47Q: 3 clusters Score -4483064 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34379 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -4483063.500000 Penalty: 3405.256104
	Iteration 48Q: 3 clusters Score -4483064 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34388 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -4483068.500000 Penalty: 3405.256104
	Iteration 49Q: 3 clusters Score -4483068 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34393 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -4483073.000000 Penalty: 3405.256104
	Iteration 50Q: 3 clusters Score -4483073 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34396 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -4483071.500000 Penalty: 3405.256104
	Iteration 51Q: 3 clusters Score -4483072 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34400 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -4483076.000000 Penalty: 3405.256104
	Iteration 52Q: 3 clusters Score -4483076 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34408 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -4483084.500000 Penalty: 3405.256104
	Iteration 53Q: 3 clusters Score -4483084 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34413 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -4483086.500000 Penalty: 3405.256104
	Iteration 54Q: 3 clusters Score -4483086 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34418 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -4483091.000000 Penalty: 3405.256104
	Iteration 55Q: 3 clusters Score -4483091 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34421 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -4483088.000000 Penalty: 3405.256104
	Iteration 56Q: 3 clusters Score -4483088 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34425 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -4483086.000000 Penalty: 3405.256104
	Iteration 57Q: 3 clusters Score -4483086 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34425 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -4483086.500000 Penalty: 3405.256104
	Iteration 58Q: 3 clusters Score -4483086 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34424 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -4483090.000000 Penalty: 3405.256104
	Iteration 59Q: 3 clusters Score -4483090 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34423 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -4483087.500000 Penalty: 3405.256104
	Iteration 60F: 3 clusters Score -4483088 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34423 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -4483088.000000 Penalty: 3405.256104
	Iteration 61Q: 3 clusters Score -4483088 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34424 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -4483090.500000 Penalty: 3405.256104
	Iteration 62Q: 3 clusters Score -4483090 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34424 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -4483090.500000 Penalty: 3405.256104
	Iteration 63F: 3 clusters Score -4483090 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (5027 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Entering Unmasked Estep 
Score: -617708.687500 Penalty: 1384.918945
	Iteration 0F: 2 clusters Score -617708.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -613680.375000 Penalty: 2769.837891
	Iteration 0F: 3 clusters Score -613680.4 nChanged 2035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -614894.062500 Penalty: 2769.837891
	Iteration 1F: 3 clusters Score -614894.1 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -615176.687500 Penalty: 2769.837891
	Iteration 2F: 3 clusters Score -615176.7 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -615462.187500 Penalty: 2769.837891
	Iteration 3F: 3 clusters Score -615462.2 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -615791.250000 Penalty: 2769.837891
	Iteration 4F: 3 clusters Score -615791.2 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -616117.625000 Penalty: 2769.837891
	Iteration 5F: 3 clusters Score -616117.6 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -616523.000000 Penalty: 2769.837891
	Iteration 6F: 3 clusters Score -616523 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -617092.437500 Penalty: 2769.837891
	Iteration 7F: 3 clusters Score -617092.4 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -617700.437500 Penalty: 2769.837891
	Iteration 8F: 3 clusters Score -617700.4 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -618010.375000 Penalty: 2769.837891
	Iteration 9Q: 3 clusters Score -618010.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -618116.250000 Penalty: 2769.837891
	Iteration 10Q: 3 clusters Score -618116.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -618164.187500 Penalty: 2769.837891
	Iteration 11Q: 3 clusters Score -618164.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -618190.187500 Penalty: 2769.837891
	Iteration 12Q: 3 clusters Score -618190.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -618206.062500 Penalty: 2769.837891
	Iteration 13Q: 3 clusters Score -618206.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -618219.687500 Penalty: 2769.837891
	Iteration 14Q: 3 clusters Score -618219.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -618233.625000 Penalty: 2769.837891
	Iteration 15Q: 3 clusters Score -618233.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -618244.500000 Penalty: 2769.837891
	Iteration 16Q: 3 clusters Score -618244.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -618260.312500 Penalty: 2769.837891
	Iteration 17Q: 3 clusters Score -618260.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -618278.875000 Penalty: 2769.837891
	Iteration 18Q: 3 clusters Score -618278.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -618310.625000 Penalty: 2769.837891
	Iteration 19Q: 3 clusters Score -618310.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -618371.750000 Penalty: 2769.837891
	Iteration 20F: 3 clusters Score -618371.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -618508.375000 Penalty: 2769.837891
	Iteration 21Q: 3 clusters Score -618508.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -618718.250000 Penalty: 2769.837891
	Iteration 22Q: 3 clusters Score -618718.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -618783.437500 Penalty: 2769.837891
	Iteration 23Q: 3 clusters Score -618783.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -618802.937500 Penalty: 2769.837891
	Iteration 24Q: 3 clusters Score -618802.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -618812.937500 Penalty: 2769.837891
	Iteration 25Q: 3 clusters Score -618812.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -618815.812500 Penalty: 2769.837891
	Iteration 26Q: 3 clusters Score -618815.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -618819.187500 Penalty: 2769.837891
	Iteration 27Q: 3 clusters Score -618819.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -618821.500000 Penalty: 2769.837891
	Iteration 28Q: 3 clusters Score -618821.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -618820.937500 Penalty: 2769.837891
	Iteration 29Q: 3 clusters Score -618820.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -618820.937500 Penalty: 2769.837891
	Iteration 30F: 3 clusters Score -618820.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 499 members 
Mstep: Class 3 contains 21915 members 
Mstep: Class 4 contains 3330 members 
Mstep: Class 5 contains 22958 members 
Mstep: Class 6 contains 93878 members 
Mstep: Class 7 contains 2819 members 
Mstep: Class 8 contains 149567 members 
Mstep: Class 9 contains 5149 members 
Mstep: Class 10 contains 5281 members 
Mstep: Class 11 contains 8751 members 
Mstep: Class 12 contains 2688 members 
Mstep: Class 13 contains 5044 members 
Mstep: Class 14 contains 7525 members 
Mstep: Class 15 contains 21971 members 
Mstep: Class 16 contains 5600 members 
Mstep: Class 17 contains 4194 members 
Mstep: Class 18 contains 12880 members 
Mstep: Class 19 contains 7738 members 
Mstep: Class 20 contains 4602 members 
Mstep: Class 21 contains 51826 members 
Mstep: Class 22 contains 4558 members 
Mstep: Class 23 contains 9720 members 
Mstep: Class 24 contains 17309 members 
Mstep: Class 25 contains 509 members 
Mstep: Class 26 contains 29696 members 
Mstep: Class 27 contains 3227 members 
Mstep: Class 28 contains 18705 members 
Mstep: Class 29 contains 38601 members 
Mstep: Class 30 contains 19485 members 
Mstep: Class 31 contains 35515 members 
Mstep: Class 32 contains 3440 members 
Mstep: Class 33 contains 6372 members 
Mstep: Class 34 contains 9346 members 
Mstep: Class 35 contains 32583 members 
Mstep: Class 36 contains 12078 members 
Mstep: Class 37 contains 2786 members 
Mstep: Class 38 contains 17509 members 
Mstep: Class 39 contains 38520 members 
Mstep: Class 40 contains 2940 members 
Mstep: Class 41 contains 9578 members 
Mstep: Class 42 contains 6729 members 
Mstep: Class 43 contains 28789 members 
Mstep: Class 44 contains 3784 members 
Mstep: Class 45 contains 19400 members 
Mstep: Class 46 contains 8778 members 
Mstep: Class 47 contains 1587 members 
Entering Unmasked Estep 
Score: -100292272.000000 Penalty: 104006.164062
Splitting cluster 32 changes total score from -100289952.000000 to -100292272.000000
So it's getting split into cluster 47.
Entering ConstructFrom: 
Trying to split cluster 33 (6372 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6372 members 
Entering Unmasked Estep 
Score: -792772.625000 Penalty: 1423.446167
	Iteration 0F: 2 clusters Score -792772.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -787905.437500 Penalty: 2846.892334
	Iteration 0F: 3 clusters Score -787905.4 nChanged 2647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -789321.437500 Penalty: 2846.892334
	Iteration 1F: 3 clusters Score -789321.4 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -789546.375000 Penalty: 2846.892334
	Iteration 2F: 3 clusters Score -789546.4 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -789816.125000 Penalty: 2846.892334
	Iteration 3F: 3 clusters Score -789816.1 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -790201.875000 Penalty: 2846.892334
	Iteration 4F: 3 clusters Score -790201.9 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -790661.937500 Penalty: 2846.892334
	Iteration 5F: 3 clusters Score -790661.9 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -791148.625000 Penalty: 2846.892334
	Iteration 6F: 3 clusters Score -791148.6 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -791654.812500 Penalty: 2846.892334
	Iteration 7F: 3 clusters Score -791654.8 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -792058.875000 Penalty: 2846.892334
	Iteration 8F: 3 clusters Score -792058.9 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -792246.687500 Penalty: 2846.892334
	Iteration 9Q: 3 clusters Score -792246.7 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -792338.187500 Penalty: 2846.892334
	Iteration 10Q: 3 clusters Score -792338.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -792388.937500 Penalty: 2846.892334
	Iteration 11Q: 3 clusters Score -792388.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -792428.312500 Penalty: 2846.892334
	Iteration 12Q: 3 clusters Score -792428.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -792439.812500 Penalty: 2846.892334
	Iteration 13Q: 3 clusters Score -792439.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -792453.875000 Penalty: 2846.892334
	Iteration 14Q: 3 clusters Score -792453.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -792468.437500 Penalty: 2846.892334
	Iteration 15Q: 3 clusters Score -792468.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -792472.687500 Penalty: 2846.892334
	Iteration 16Q: 3 clusters Score -792472.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -792476.750000 Penalty: 2846.892334
	Iteration 17Q: 3 clusters Score -792476.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -792478.000000 Penalty: 2846.892334
	Iteration 18Q: 3 clusters Score -792478 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -792478.375000 Penalty: 2846.892334
	Iteration 19Q: 3 clusters Score -792478.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -792480.187500 Penalty: 2846.892334
	Iteration 20F: 3 clusters Score -792480.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -792479.125000 Penalty: 2846.892334
	Iteration 21Q: 3 clusters Score -792479.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -792479.437500 Penalty: 2846.892334
	Iteration 22Q: 3 clusters Score -792479.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -792481.500000 Penalty: 2846.892334
	Iteration 23Q: 3 clusters Score -792481.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -792482.250000 Penalty: 2846.892334
	Iteration 24Q: 3 clusters Score -792482.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -792484.187500 Penalty: 2846.892334
	Iteration 25Q: 3 clusters Score -792484.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -792485.500000 Penalty: 2846.892334
	Iteration 26Q: 3 clusters Score -792485.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -792485.562500 Penalty: 2846.892334
	Iteration 27Q: 3 clusters Score -792485.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -792483.500000 Penalty: 2846.892334
	Iteration 28Q: 3 clusters Score -792483.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -792483.500000 Penalty: 2846.892334
	Iteration 29F: 3 clusters Score -792483.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (9346 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9346 members 
Entering Unmasked Estep 
Score: -1192773.125000 Penalty: 1485.689453
	Iteration 0F: 2 clusters Score -1192773 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -1185970.875000 Penalty: 2971.378906
	Iteration 0F: 3 clusters Score -1185971 nChanged 4060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -1188100.875000 Penalty: 2971.378906
	Iteration 1F: 3 clusters Score -1188101 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 4956 members 
Entering Unmasked Estep 
Score: -1188341.875000 Penalty: 2971.378906
	Iteration 2F: 3 clusters Score -1188342 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -1188532.875000 Penalty: 2971.378906
	Iteration 3F: 3 clusters Score -1188533 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 5237 members 
Entering Unmasked Estep 
Score: -1188691.625000 Penalty: 2971.378906
	Iteration 4Q: 3 clusters Score -1188692 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 5391 members 
Entering Unmasked Estep 
Score: -1188821.000000 Penalty: 2971.378906
	Iteration 5Q: 3 clusters Score -1188821 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 5593 members 
Entering Unmasked Estep 
Score: -1188951.500000 Penalty: 2971.378906
	Iteration 6Q: 3 clusters Score -1188952 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 5809 members 
Entering Unmasked Estep 
Score: -1189077.500000 Penalty: 2971.378906
	Iteration 7Q: 3 clusters Score -1189078 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 6061 members 
Entering Unmasked Estep 
Score: -1189223.000000 Penalty: 2971.378906
	Iteration 8Q: 3 clusters Score -1189223 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 6355 members 
Entering Unmasked Estep 
Score: -1189379.375000 Penalty: 2971.378906
	Iteration 9Q: 3 clusters Score -1189379 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 6683 members 
Entering Unmasked Estep 
Score: -1189560.500000 Penalty: 2971.378906
	Iteration 10Q: 3 clusters Score -1189560 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 7034 members 
Entering Unmasked Estep 
Score: -1189776.250000 Penalty: 2971.378906
	Iteration 11Q: 3 clusters Score -1189776 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 7430 members 
Entering Unmasked Estep 
Score: -1190046.125000 Penalty: 2971.378906
	Iteration 12Q: 3 clusters Score -1190046 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 7849 members 
Entering Unmasked Estep 
Score: -1190370.000000 Penalty: 2971.378906
	Iteration 13Q: 3 clusters Score -1190370 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 8218 members 
Entering Unmasked Estep 
Score: -1190662.875000 Penalty: 2971.378906
	Iteration 14Q: 3 clusters Score -1190663 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 8521 members 
Entering Unmasked Estep 
Score: -1190913.125000 Penalty: 2971.378906
	Iteration 15Q: 3 clusters Score -1190913 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 8723 members 
Entering Unmasked Estep 
Score: -1191087.500000 Penalty: 2971.378906
	Iteration 16Q: 3 clusters Score -1191088 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 8850 members 
Entering Unmasked Estep 
Score: -1191208.125000 Penalty: 2971.378906
	Iteration 17Q: 3 clusters Score -1191208 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 8936 members 
Entering Unmasked Estep 
Score: -1191293.500000 Penalty: 2971.378906
	Iteration 18Q: 3 clusters Score -1191294 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 8991 members 
Entering Unmasked Estep 
Score: -1191359.875000 Penalty: 2971.378906
	Iteration 19Q: 3 clusters Score -1191360 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 9025 members 
Entering Unmasked Estep 
Score: -1191398.125000 Penalty: 2971.378906
	Iteration 20F: 3 clusters Score -1191398 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 9047 members 
Entering Unmasked Estep 
Score: -1191420.375000 Penalty: 2971.378906
	Iteration 21Q: 3 clusters Score -1191420 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 9065 members 
Entering Unmasked Estep 
Score: -1191438.875000 Penalty: 2971.378906
	Iteration 22Q: 3 clusters Score -1191439 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 9077 members 
Entering Unmasked Estep 
Score: -1191448.750000 Penalty: 2971.378906
	Iteration 23Q: 3 clusters Score -1191449 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 9082 members 
Entering Unmasked Estep 
Score: -1191454.250000 Penalty: 2971.378906
	Iteration 24Q: 3 clusters Score -1191454 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 9087 members 
Entering Unmasked Estep 
Score: -1191461.250000 Penalty: 2971.378906
	Iteration 25Q: 3 clusters Score -1191461 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 9092 members 
Entering Unmasked Estep 
Score: -1191465.875000 Penalty: 2971.378906
	Iteration 26Q: 3 clusters Score -1191466 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 9096 members 
Entering Unmasked Estep 
Score: -1191471.000000 Penalty: 2971.378906
	Iteration 27Q: 3 clusters Score -1191471 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 9099 members 
Entering Unmasked Estep 
Score: -1191473.875000 Penalty: 2971.378906
	Iteration 28Q: 3 clusters Score -1191474 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 9102 members 
Entering Unmasked Estep 
Score: -1191477.375000 Penalty: 2971.378906
	Iteration 29Q: 3 clusters Score -1191477 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 9104 members 
Entering Unmasked Estep 
Score: -1191480.375000 Penalty: 2971.378906
	Iteration 30Q: 3 clusters Score -1191480 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 9108 members 
Entering Unmasked Estep 
Score: -1191489.250000 Penalty: 2971.378906
	Iteration 31Q: 3 clusters Score -1191489 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 9109 members 
Entering Unmasked Estep 
Score: -1191490.750000 Penalty: 2971.378906
	Iteration 32Q: 3 clusters Score -1191491 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 9110 members 
Entering Unmasked Estep 
Score: -1191493.250000 Penalty: 2971.378906
	Iteration 33Q: 3 clusters Score -1191493 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 9112 members 
Entering Unmasked Estep 
Score: -1191495.625000 Penalty: 2971.378906
	Iteration 34Q: 3 clusters Score -1191496 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 9112 members 
Entering Unmasked Estep 
Score: -1191495.625000 Penalty: 2971.378906
	Iteration 35F: 3 clusters Score -1191496 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (32583 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32583 members 
Entering Unmasked Estep 
Score: -4137437.000000 Penalty: 1688.626221
	Iteration 0F: 2 clusters Score -4137437 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16272 members 
Mstep: Class 2 contains 16311 members 
Entering Unmasked Estep 
Score: -4115430.500000 Penalty: 3377.252441
	Iteration 0F: 3 clusters Score -4115430 nChanged 15087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16059 members 
Mstep: Class 2 contains 16524 members 
Entering Unmasked Estep 
Score: -4124110.750000 Penalty: 3377.252441
	Iteration 1F: 3 clusters Score -4124111 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15767 members 
Mstep: Class 2 contains 16816 members 
Entering Unmasked Estep 
Score: -4124787.500000 Penalty: 3377.252441
	Iteration 2F: 3 clusters Score -4124788 nChanged 1785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15296 members 
Mstep: Class 2 contains 17287 members 
Entering Unmasked Estep 
Score: -4125766.000000 Penalty: 3377.252441
	Iteration 3F: 3 clusters Score -4125766 nChanged 2114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14622 members 
Mstep: Class 2 contains 17961 members 
Entering Unmasked Estep 
Score: -4127265.750000 Penalty: 3377.252441
	Iteration 4F: 3 clusters Score -4127266 nChanged 2577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13701 members 
Mstep: Class 2 contains 18882 members 
Entering Unmasked Estep 
Score: -4129714.250000 Penalty: 3377.252441
	Iteration 5F: 3 clusters Score -4129714 nChanged 2842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12847 members 
Mstep: Class 2 contains 19736 members 
Entering Unmasked Estep 
Score: -4133100.000000 Penalty: 3377.252441
	Iteration 6F: 3 clusters Score -4133100 nChanged 2626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12277 members 
Mstep: Class 2 contains 20306 members 
Entering Unmasked Estep 
Score: -4136577.250000 Penalty: 3377.252441
	Iteration 7F: 3 clusters Score -4136577 nChanged 1899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11946 members 
Mstep: Class 2 contains 20637 members 
Entering Unmasked Estep 
Score: -4138646.750000 Penalty: 3377.252441
	Iteration 8F: 3 clusters Score -4138647 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11761 members 
Mstep: Class 2 contains 20822 members 
Entering Unmasked Estep 
Score: -4139429.250000 Penalty: 3377.252441
	Iteration 9Q: 3 clusters Score -4139429 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11707 members 
Mstep: Class 2 contains 20876 members 
Entering Unmasked Estep 
Score: -4139679.500000 Penalty: 3377.252441
	Iteration 10Q: 3 clusters Score -4139680 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11710 members 
Mstep: Class 2 contains 20873 members 
Entering Unmasked Estep 
Score: -4139761.750000 Penalty: 3377.252441
	Iteration 11Q: 3 clusters Score -4139762 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11745 members 
Mstep: Class 2 contains 20838 members 
Entering Unmasked Estep 
Score: -4139820.000000 Penalty: 3377.252441
	Iteration 12Q: 3 clusters Score -4139820 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11821 members 
Mstep: Class 2 contains 20762 members 
Entering Unmasked Estep 
Score: -4139866.500000 Penalty: 3377.252441
	Iteration 13Q: 3 clusters Score -4139866 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11925 members 
Mstep: Class 2 contains 20658 members 
Entering Unmasked Estep 
Score: -4139903.250000 Penalty: 3377.252441
	Iteration 14Q: 3 clusters Score -4139903 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12056 members 
Mstep: Class 2 contains 20527 members 
Entering Unmasked Estep 
Score: -4139942.500000 Penalty: 3377.252441
	Iteration 15Q: 3 clusters Score -4139942 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12185 members 
Mstep: Class 2 contains 20398 members 
Entering Unmasked Estep 
Score: -4139987.250000 Penalty: 3377.252441
	Iteration 16Q: 3 clusters Score -4139987 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12331 members 
Mstep: Class 2 contains 20252 members 
Entering Unmasked Estep 
Score: -4140042.500000 Penalty: 3377.252441
	Iteration 17Q: 3 clusters Score -4140042 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12481 members 
Mstep: Class 2 contains 20102 members 
Entering Unmasked Estep 
Score: -4140089.500000 Penalty: 3377.252441
	Iteration 18Q: 3 clusters Score -4140090 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12640 members 
Mstep: Class 2 contains 19943 members 
Entering Unmasked Estep 
Score: -4140152.750000 Penalty: 3377.252441
	Iteration 19Q: 3 clusters Score -4140153 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12812 members 
Mstep: Class 2 contains 19771 members 
Entering Unmasked Estep 
Score: -4140212.250000 Penalty: 3377.252441
	Iteration 20F: 3 clusters Score -4140212 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12980 members 
Mstep: Class 2 contains 19603 members 
Entering Unmasked Estep 
Score: -4140286.500000 Penalty: 3377.252441
	Iteration 21Q: 3 clusters Score -4140286 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13155 members 
Mstep: Class 2 contains 19428 members 
Entering Unmasked Estep 
Score: -4140334.750000 Penalty: 3377.252441
	Iteration 22Q: 3 clusters Score -4140335 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13334 members 
Mstep: Class 2 contains 19249 members 
Entering Unmasked Estep 
Score: -4140392.250000 Penalty: 3377.252441
	Iteration 23Q: 3 clusters Score -4140392 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13502 members 
Mstep: Class 2 contains 19081 members 
Entering Unmasked Estep 
Score: -4140449.000000 Penalty: 3377.252441
	Iteration 24Q: 3 clusters Score -4140449 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13662 members 
Mstep: Class 2 contains 18921 members 
Entering Unmasked Estep 
Score: -4140489.000000 Penalty: 3377.252441
	Iteration 25Q: 3 clusters Score -4140489 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13802 members 
Mstep: Class 2 contains 18781 members 
Entering Unmasked Estep 
Score: -4140512.500000 Penalty: 3377.252441
	Iteration 26Q: 3 clusters Score -4140512 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13916 members 
Mstep: Class 2 contains 18667 members 
Entering Unmasked Estep 
Score: -4140546.500000 Penalty: 3377.252441
	Iteration 27Q: 3 clusters Score -4140546 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13999 members 
Mstep: Class 2 contains 18584 members 
Entering Unmasked Estep 
Score: -4140554.500000 Penalty: 3377.252441
	Iteration 28Q: 3 clusters Score -4140554 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14070 members 
Mstep: Class 2 contains 18513 members 
Entering Unmasked Estep 
Score: -4140562.250000 Penalty: 3377.252441
	Iteration 29Q: 3 clusters Score -4140562 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14134 members 
Mstep: Class 2 contains 18449 members 
Entering Unmasked Estep 
Score: -4140569.500000 Penalty: 3377.252441
	Iteration 30Q: 3 clusters Score -4140570 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14209 members 
Mstep: Class 2 contains 18374 members 
Entering Unmasked Estep 
Score: -4140592.000000 Penalty: 3377.252441
	Iteration 31Q: 3 clusters Score -4140592 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14289 members 
Mstep: Class 2 contains 18294 members 
Entering Unmasked Estep 
Score: -4140613.000000 Penalty: 3377.252441
	Iteration 32Q: 3 clusters Score -4140613 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14353 members 
Mstep: Class 2 contains 18230 members 
Entering Unmasked Estep 
Score: -4140615.750000 Penalty: 3377.252441
	Iteration 33Q: 3 clusters Score -4140616 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14413 members 
Mstep: Class 2 contains 18170 members 
Entering Unmasked Estep 
Score: -4140626.500000 Penalty: 3377.252441
	Iteration 34Q: 3 clusters Score -4140626 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14468 members 
Mstep: Class 2 contains 18115 members 
Entering Unmasked Estep 
Score: -4140624.750000 Penalty: 3377.252441
	Iteration 35Q: 3 clusters Score -4140625 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14517 members 
Mstep: Class 2 contains 18066 members 
Entering Unmasked Estep 
Score: -4140628.250000 Penalty: 3377.252441
	Iteration 36Q: 3 clusters Score -4140628 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14561 members 
Mstep: Class 2 contains 18022 members 
Entering Unmasked Estep 
Score: -4140640.000000 Penalty: 3377.252441
	Iteration 37Q: 3 clusters Score -4140640 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14592 members 
Mstep: Class 2 contains 17991 members 
Entering Unmasked Estep 
Score: -4140637.750000 Penalty: 3377.252441
	Iteration 38Q: 3 clusters Score -4140638 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14622 members 
Mstep: Class 2 contains 17961 members 
Entering Unmasked Estep 
Score: -4140639.500000 Penalty: 3377.252441
	Iteration 39Q: 3 clusters Score -4140640 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14652 members 
Mstep: Class 2 contains 17931 members 
Entering Unmasked Estep 
Score: -4140643.750000 Penalty: 3377.252441
	Iteration 40F: 3 clusters Score -4140644 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14687 members 
Mstep: Class 2 contains 17896 members 
Entering Unmasked Estep 
Score: -4140640.750000 Penalty: 3377.252441
	Iteration 41Q: 3 clusters Score -4140641 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14713 members 
Mstep: Class 2 contains 17870 members 
Entering Unmasked Estep 
Score: -4140637.750000 Penalty: 3377.252441
	Iteration 42Q: 3 clusters Score -4140638 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14734 members 
Mstep: Class 2 contains 17849 members 
Entering Unmasked Estep 
Score: -4140644.000000 Penalty: 3377.252441
	Iteration 43Q: 3 clusters Score -4140644 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14747 members 
Mstep: Class 2 contains 17836 members 
Entering Unmasked Estep 
Score: -4140645.500000 Penalty: 3377.252441
	Iteration 44Q: 3 clusters Score -4140646 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14756 members 
Mstep: Class 2 contains 17827 members 
Entering Unmasked Estep 
Score: -4140639.250000 Penalty: 3377.252441
	Iteration 45Q: 3 clusters Score -4140639 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14763 members 
Mstep: Class 2 contains 17820 members 
Entering Unmasked Estep 
Score: -4140641.250000 Penalty: 3377.252441
	Iteration 46Q: 3 clusters Score -4140641 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14772 members 
Mstep: Class 2 contains 17811 members 
Entering Unmasked Estep 
Score: -4140648.500000 Penalty: 3377.252441
	Iteration 47Q: 3 clusters Score -4140648 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14781 members 
Mstep: Class 2 contains 17802 members 
Entering Unmasked Estep 
Score: -4140657.500000 Penalty: 3377.252441
	Iteration 48Q: 3 clusters Score -4140658 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14792 members 
Mstep: Class 2 contains 17791 members 
Entering Unmasked Estep 
Score: -4140653.000000 Penalty: 3377.252441
	Iteration 49Q: 3 clusters Score -4140653 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14800 members 
Mstep: Class 2 contains 17783 members 
Entering Unmasked Estep 
Score: -4140650.750000 Penalty: 3377.252441
	Iteration 50Q: 3 clusters Score -4140651 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14808 members 
Mstep: Class 2 contains 17775 members 
Entering Unmasked Estep 
Score: -4140648.750000 Penalty: 3377.252441
	Iteration 51Q: 3 clusters Score -4140649 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14811 members 
Mstep: Class 2 contains 17772 members 
Entering Unmasked Estep 
Score: -4140645.500000 Penalty: 3377.252441
	Iteration 52Q: 3 clusters Score -4140646 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14815 members 
Mstep: Class 2 contains 17768 members 
Entering Unmasked Estep 
Score: -4140641.750000 Penalty: 3377.252441
	Iteration 53Q: 3 clusters Score -4140642 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14818 members 
Mstep: Class 2 contains 17765 members 
Entering Unmasked Estep 
Score: -4140645.250000 Penalty: 3377.252441
	Iteration 54Q: 3 clusters Score -4140645 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14821 members 
Mstep: Class 2 contains 17762 members 
Entering Unmasked Estep 
Score: -4140647.000000 Penalty: 3377.252441
	Iteration 55Q: 3 clusters Score -4140647 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14821 members 
Mstep: Class 2 contains 17762 members 
Entering Unmasked Estep 
Score: -4140647.000000 Penalty: 3377.252441
	Iteration 56F: 3 clusters Score -4140647 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 499 members 
Mstep: Class 3 contains 21915 members 
Mstep: Class 4 contains 3330 members 
Mstep: Class 5 contains 22958 members 
Mstep: Class 6 contains 93878 members 
Mstep: Class 7 contains 2819 members 
Mstep: Class 8 contains 149567 members 
Mstep: Class 9 contains 5149 members 
Mstep: Class 10 contains 5281 members 
Mstep: Class 11 contains 8751 members 
Mstep: Class 12 contains 2688 members 
Mstep: Class 13 contains 5044 members 
Mstep: Class 14 contains 7525 members 
Mstep: Class 15 contains 21971 members 
Mstep: Class 16 contains 5600 members 
Mstep: Class 17 contains 4194 members 
Mstep: Class 18 contains 12880 members 
Mstep: Class 19 contains 7738 members 
Mstep: Class 20 contains 4602 members 
Mstep: Class 21 contains 51826 members 
Mstep: Class 22 contains 4558 members 
Mstep: Class 23 contains 9720 members 
Mstep: Class 24 contains 17309 members 
Mstep: Class 25 contains 509 members 
Mstep: Class 26 contains 29696 members 
Mstep: Class 27 contains 3227 members 
Mstep: Class 28 contains 18705 members 
Mstep: Class 29 contains 38601 members 
Mstep: Class 30 contains 19485 members 
Mstep: Class 31 contains 35515 members 
Mstep: Class 32 contains 3440 members 
Mstep: Class 33 contains 6372 members 
Mstep: Class 34 contains 9346 members 
Mstep: Class 35 contains 14821 members 
Mstep: Class 36 contains 12078 members 
Mstep: Class 37 contains 2786 members 
Mstep: Class 38 contains 17509 members 
Mstep: Class 39 contains 38520 members 
Mstep: Class 40 contains 2940 members 
Mstep: Class 41 contains 9578 members 
Mstep: Class 42 contains 6729 members 
Mstep: Class 43 contains 28789 members 
Mstep: Class 44 contains 3784 members 
Mstep: Class 45 contains 19400 members 
Mstep: Class 46 contains 8778 members 
Mstep: Class 47 contains 1587 members 
Mstep: Class 48 contains 17762 members 
Entering Unmasked Estep 
Score: -100295272.000000 Penalty: 106219.062500
Splitting cluster 35 changes total score from -100289952.000000 to -100295272.000000
So it's getting split into cluster 48.
Entering ConstructFrom: 
Trying to split cluster 36 (12078 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12078 members 
Entering Unmasked Estep 
Score: -1531740.750000 Penalty: 1527.360474
	Iteration 0F: 2 clusters Score -1531741 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6005 members 
Mstep: Class 2 contains 6073 members 
Entering Unmasked Estep 
Score: -1523155.625000 Penalty: 3054.720947
	Iteration 0F: 3 clusters Score -1523156 nChanged 5295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6148 members 
Mstep: Class 2 contains 5930 members 
Entering Unmasked Estep 
Score: -1526161.375000 Penalty: 3054.720947
	Iteration 1F: 3 clusters Score -1526161 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6186 members 
Mstep: Class 2 contains 5892 members 
Entering Unmasked Estep 
Score: -1526511.125000 Penalty: 3054.720947
	Iteration 2F: 3 clusters Score -1526511 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6242 members 
Mstep: Class 2 contains 5836 members 
Entering Unmasked Estep 
Score: -1526824.375000 Penalty: 3054.720947
	Iteration 3F: 3 clusters Score -1526824 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6313 members 
Mstep: Class 2 contains 5765 members 
Entering Unmasked Estep 
Score: -1527073.625000 Penalty: 3054.720947
	Iteration 4Q: 3 clusters Score -1527074 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6373 members 
Mstep: Class 2 contains 5705 members 
Entering Unmasked Estep 
Score: -1527273.375000 Penalty: 3054.720947
	Iteration 5Q: 3 clusters Score -1527273 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6455 members 
Mstep: Class 2 contains 5623 members 
Entering Unmasked Estep 
Score: -1527437.500000 Penalty: 3054.720947
	Iteration 6Q: 3 clusters Score -1527438 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6599 members 
Mstep: Class 2 contains 5479 members 
Entering Unmasked Estep 
Score: -1527592.000000 Penalty: 3054.720947
	Iteration 7Q: 3 clusters Score -1527592 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6752 members 
Mstep: Class 2 contains 5326 members 
Entering Unmasked Estep 
Score: -1527751.875000 Penalty: 3054.720947
	Iteration 8Q: 3 clusters Score -1527752 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6940 members 
Mstep: Class 2 contains 5138 members 
Entering Unmasked Estep 
Score: -1527899.750000 Penalty: 3054.720947
	Iteration 9Q: 3 clusters Score -1527900 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7130 members 
Mstep: Class 2 contains 4948 members 
Entering Unmasked Estep 
Score: -1528025.500000 Penalty: 3054.720947
	Iteration 10Q: 3 clusters Score -1528026 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7358 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -1528152.500000 Penalty: 3054.720947
	Iteration 11Q: 3 clusters Score -1528152 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7595 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -1528254.250000 Penalty: 3054.720947
	Iteration 12Q: 3 clusters Score -1528254 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7861 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -1528356.750000 Penalty: 3054.720947
	Iteration 13Q: 3 clusters Score -1528357 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8135 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -1528479.625000 Penalty: 3054.720947
	Iteration 14Q: 3 clusters Score -1528480 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8434 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -1528604.375000 Penalty: 3054.720947
	Iteration 15Q: 3 clusters Score -1528604 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8759 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -1528761.625000 Penalty: 3054.720947
	Iteration 16Q: 3 clusters Score -1528762 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9140 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -1528962.750000 Penalty: 3054.720947
	Iteration 17Q: 3 clusters Score -1528963 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9542 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -1529175.625000 Penalty: 3054.720947
	Iteration 18Q: 3 clusters Score -1529176 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9919 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -1529397.750000 Penalty: 3054.720947
	Iteration 19Q: 3 clusters Score -1529398 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10277 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -1529626.875000 Penalty: 3054.720947
	Iteration 20F: 3 clusters Score -1529627 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10595 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -1529824.500000 Penalty: 3054.720947
	Iteration 21Q: 3 clusters Score -1529824 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10870 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -1530008.750000 Penalty: 3054.720947
	Iteration 22Q: 3 clusters Score -1530009 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11076 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -1530122.750000 Penalty: 3054.720947
	Iteration 23Q: 3 clusters Score -1530123 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11221 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -1530211.875000 Penalty: 3054.720947
	Iteration 24Q: 3 clusters Score -1530212 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11327 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -1530272.875000 Penalty: 3054.720947
	Iteration 25Q: 3 clusters Score -1530273 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11407 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -1530319.000000 Penalty: 3054.720947
	Iteration 26Q: 3 clusters Score -1530319 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11483 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -1530364.750000 Penalty: 3054.720947
	Iteration 27Q: 3 clusters Score -1530365 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11530 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -1530395.250000 Penalty: 3054.720947
	Iteration 28Q: 3 clusters Score -1530395 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11559 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -1530409.750000 Penalty: 3054.720947
	Iteration 29Q: 3 clusters Score -1530410 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11583 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -1530426.000000 Penalty: 3054.720947
	Iteration 30Q: 3 clusters Score -1530426 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11597 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -1530437.250000 Penalty: 3054.720947
	Iteration 31Q: 3 clusters Score -1530437 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11609 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -1530443.500000 Penalty: 3054.720947
	Iteration 32Q: 3 clusters Score -1530444 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11619 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -1530447.125000 Penalty: 3054.720947
	Iteration 33Q: 3 clusters Score -1530447 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11627 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -1530451.250000 Penalty: 3054.720947
	Iteration 34Q: 3 clusters Score -1530451 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11636 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -1530455.500000 Penalty: 3054.720947
	Iteration 35Q: 3 clusters Score -1530456 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11646 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -1530465.625000 Penalty: 3054.720947
	Iteration 36Q: 3 clusters Score -1530466 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11654 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -1530472.750000 Penalty: 3054.720947
	Iteration 37Q: 3 clusters Score -1530473 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11664 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -1530477.750000 Penalty: 3054.720947
	Iteration 38Q: 3 clusters Score -1530478 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11672 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -1530485.750000 Penalty: 3054.720947
	Iteration 39Q: 3 clusters Score -1530486 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11680 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -1530492.250000 Penalty: 3054.720947
	Iteration 40F: 3 clusters Score -1530492 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11683 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -1530497.500000 Penalty: 3054.720947
	Iteration 41Q: 3 clusters Score -1530498 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11692 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -1530500.375000 Penalty: 3054.720947
	Iteration 42Q: 3 clusters Score -1530500 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11696 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -1530504.500000 Penalty: 3054.720947
	Iteration 43Q: 3 clusters Score -1530504 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11703 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -1530511.500000 Penalty: 3054.720947
	Iteration 44Q: 3 clusters Score -1530512 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11709 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -1530516.750000 Penalty: 3054.720947
	Iteration 45Q: 3 clusters Score -1530517 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11713 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -1530519.500000 Penalty: 3054.720947
	Iteration 46Q: 3 clusters Score -1530520 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11715 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -1530519.125000 Penalty: 3054.720947
	Iteration 47Q: 3 clusters Score -1530519 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11716 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -1530520.125000 Penalty: 3054.720947
	Iteration 48Q: 3 clusters Score -1530520 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11716 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -1530520.125000 Penalty: 3054.720947
	Iteration 49Q: 3 clusters Score -1530520 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11716 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -1530520.125000 Penalty: 3054.720947
	Iteration 50F: 3 clusters Score -1530520 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (2786 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Entering Unmasked Estep 
Score: -288945.250000 Penalty: 1289.008789
	Iteration 0F: 2 clusters Score -288945.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -286362.281250 Penalty: 2578.017578
	Iteration 0F: 3 clusters Score -286362.3 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -287209.781250 Penalty: 2578.017578
	Iteration 1F: 3 clusters Score -287209.8 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -287509.906250 Penalty: 2578.017578
	Iteration 2F: 3 clusters Score -287509.9 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -287733.906250 Penalty: 2578.017578
	Iteration 3F: 3 clusters Score -287733.9 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -287897.531250 Penalty: 2578.017578
	Iteration 4F: 3 clusters Score -287897.5 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -288030.031250 Penalty: 2578.017578
	Iteration 5Q: 3 clusters Score -288030 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -288154.343750 Penalty: 2578.017578
	Iteration 6Q: 3 clusters Score -288154.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -288233.937500 Penalty: 2578.017578
	Iteration 7Q: 3 clusters Score -288233.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -288339.375000 Penalty: 2578.017578
	Iteration 8Q: 3 clusters Score -288339.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -288421.000000 Penalty: 2578.017578
	Iteration 9Q: 3 clusters Score -288421 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -288485.593750 Penalty: 2578.017578
	Iteration 10Q: 3 clusters Score -288485.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -288550.875000 Penalty: 2578.017578
	Iteration 11Q: 3 clusters Score -288550.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -288607.500000 Penalty: 2578.017578
	Iteration 12Q: 3 clusters Score -288607.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -288654.468750 Penalty: 2578.017578
	Iteration 13Q: 3 clusters Score -288654.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -288691.093750 Penalty: 2578.017578
	Iteration 14Q: 3 clusters Score -288691.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -288709.500000 Penalty: 2578.017578
	Iteration 15Q: 3 clusters Score -288709.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -288724.187500 Penalty: 2578.017578
	Iteration 16Q: 3 clusters Score -288724.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -288733.718750 Penalty: 2578.017578
	Iteration 17Q: 3 clusters Score -288733.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -288739.625000 Penalty: 2578.017578
	Iteration 18Q: 3 clusters Score -288739.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -288748.375000 Penalty: 2578.017578
	Iteration 19Q: 3 clusters Score -288748.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -288765.562500 Penalty: 2578.017578
	Iteration 20F: 3 clusters Score -288765.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -288782.781250 Penalty: 2578.017578
	Iteration 21Q: 3 clusters Score -288782.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -288794.375000 Penalty: 2578.017578
	Iteration 22Q: 3 clusters Score -288794.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -288801.187500 Penalty: 2578.017578
	Iteration 23Q: 3 clusters Score -288801.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -288806.125000 Penalty: 2578.017578
	Iteration 24Q: 3 clusters Score -288806.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -288810.812500 Penalty: 2578.017578
	Iteration 25Q: 3 clusters Score -288810.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -288814.500000 Penalty: 2578.017578
	Iteration 26Q: 3 clusters Score -288814.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -288820.062500 Penalty: 2578.017578
	Iteration 27Q: 3 clusters Score -288820.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -288822.750000 Penalty: 2578.017578
	Iteration 28Q: 3 clusters Score -288822.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -288824.062500 Penalty: 2578.017578
	Iteration 29Q: 3 clusters Score -288824.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -288824.281250 Penalty: 2578.017578
	Iteration 30Q: 3 clusters Score -288824.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -288824.281250 Penalty: 2578.017578
	Iteration 31F: 3 clusters Score -288824.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (17509 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17509 members 
Entering Unmasked Estep 
Score: -2193387.750000 Penalty: 1587.701416
	Iteration 0F: 2 clusters Score -2193388 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8764 members 
Mstep: Class 2 contains 8745 members 
Entering Unmasked Estep 
Score: -2181433.750000 Penalty: 3175.402832
	Iteration 0F: 3 clusters Score -2181434 nChanged 7872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8948 members 
Mstep: Class 2 contains 8561 members 
Entering Unmasked Estep 
Score: -2185813.250000 Penalty: 3175.402832
	Iteration 1F: 3 clusters Score -2185813 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9061 members 
Mstep: Class 2 contains 8448 members 
Entering Unmasked Estep 
Score: -2186352.250000 Penalty: 3175.402832
	Iteration 2F: 3 clusters Score -2186352 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9212 members 
Mstep: Class 2 contains 8297 members 
Entering Unmasked Estep 
Score: -2187007.500000 Penalty: 3175.402832
	Iteration 3F: 3 clusters Score -2187008 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9350 members 
Mstep: Class 2 contains 8159 members 
Entering Unmasked Estep 
Score: -2187629.000000 Penalty: 3175.402832
	Iteration 4F: 3 clusters Score -2187629 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9447 members 
Mstep: Class 2 contains 8062 members 
Entering Unmasked Estep 
Score: -2188196.750000 Penalty: 3175.402832
	Iteration 5F: 3 clusters Score -2188197 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9478 members 
Mstep: Class 2 contains 8031 members 
Entering Unmasked Estep 
Score: -2188758.500000 Penalty: 3175.402832
	Iteration 6F: 3 clusters Score -2188758 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9440 members 
Mstep: Class 2 contains 8069 members 
Entering Unmasked Estep 
Score: -2189379.250000 Penalty: 3175.402832
	Iteration 7F: 3 clusters Score -2189379 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9324 members 
Mstep: Class 2 contains 8185 members 
Entering Unmasked Estep 
Score: -2190088.500000 Penalty: 3175.402832
	Iteration 8F: 3 clusters Score -2190088 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9116 members 
Mstep: Class 2 contains 8393 members 
Entering Unmasked Estep 
Score: -2190835.500000 Penalty: 3175.402832
	Iteration 9F: 3 clusters Score -2190836 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8829 members 
Mstep: Class 2 contains 8680 members 
Entering Unmasked Estep 
Score: -2191512.500000 Penalty: 3175.402832
	Iteration 10Q: 3 clusters Score -2191512 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8546 members 
Mstep: Class 2 contains 8963 members 
Entering Unmasked Estep 
Score: -2192011.000000 Penalty: 3175.402832
	Iteration 11Q: 3 clusters Score -2192011 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8323 members 
Mstep: Class 2 contains 9186 members 
Entering Unmasked Estep 
Score: -2192403.000000 Penalty: 3175.402832
	Iteration 12Q: 3 clusters Score -2192403 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8150 members 
Mstep: Class 2 contains 9359 members 
Entering Unmasked Estep 
Score: -2192696.250000 Penalty: 3175.402832
	Iteration 13Q: 3 clusters Score -2192696 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8020 members 
Mstep: Class 2 contains 9489 members 
Entering Unmasked Estep 
Score: -2192862.750000 Penalty: 3175.402832
	Iteration 14Q: 3 clusters Score -2192863 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7933 members 
Mstep: Class 2 contains 9576 members 
Entering Unmasked Estep 
Score: -2192941.000000 Penalty: 3175.402832
	Iteration 15Q: 3 clusters Score -2192941 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7876 members 
Mstep: Class 2 contains 9633 members 
Entering Unmasked Estep 
Score: -2192996.000000 Penalty: 3175.402832
	Iteration 16Q: 3 clusters Score -2192996 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7820 members 
Mstep: Class 2 contains 9689 members 
Entering Unmasked Estep 
Score: -2193019.000000 Penalty: 3175.402832
	Iteration 17Q: 3 clusters Score -2193019 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7787 members 
Mstep: Class 2 contains 9722 members 
Entering Unmasked Estep 
Score: -2193029.250000 Penalty: 3175.402832
	Iteration 18Q: 3 clusters Score -2193029 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7757 members 
Mstep: Class 2 contains 9752 members 
Entering Unmasked Estep 
Score: -2193038.000000 Penalty: 3175.402832
	Iteration 19Q: 3 clusters Score -2193038 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7728 members 
Mstep: Class 2 contains 9781 members 
Entering Unmasked Estep 
Score: -2193041.250000 Penalty: 3175.402832
	Iteration 20F: 3 clusters Score -2193041 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7711 members 
Mstep: Class 2 contains 9798 members 
Entering Unmasked Estep 
Score: -2193043.000000 Penalty: 3175.402832
	Iteration 21Q: 3 clusters Score -2193043 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7692 members 
Mstep: Class 2 contains 9817 members 
Entering Unmasked Estep 
Score: -2193049.750000 Penalty: 3175.402832
	Iteration 22Q: 3 clusters Score -2193050 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7679 members 
Mstep: Class 2 contains 9830 members 
Entering Unmasked Estep 
Score: -2193052.250000 Penalty: 3175.402832
	Iteration 23Q: 3 clusters Score -2193052 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7669 members 
Mstep: Class 2 contains 9840 members 
Entering Unmasked Estep 
Score: -2193050.750000 Penalty: 3175.402832
	Iteration 24Q: 3 clusters Score -2193051 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7659 members 
Mstep: Class 2 contains 9850 members 
Entering Unmasked Estep 
Score: -2193056.750000 Penalty: 3175.402832
	Iteration 25Q: 3 clusters Score -2193057 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7649 members 
Mstep: Class 2 contains 9860 members 
Entering Unmasked Estep 
Score: -2193057.000000 Penalty: 3175.402832
	Iteration 26Q: 3 clusters Score -2193057 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7641 members 
Mstep: Class 2 contains 9868 members 
Entering Unmasked Estep 
Score: -2193059.000000 Penalty: 3175.402832
	Iteration 27Q: 3 clusters Score -2193059 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7634 members 
Mstep: Class 2 contains 9875 members 
Entering Unmasked Estep 
Score: -2193055.500000 Penalty: 3175.402832
	Iteration 28Q: 3 clusters Score -2193056 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7629 members 
Mstep: Class 2 contains 9880 members 
Entering Unmasked Estep 
Score: -2193056.250000 Penalty: 3175.402832
	Iteration 29Q: 3 clusters Score -2193056 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7624 members 
Mstep: Class 2 contains 9885 members 
Entering Unmasked Estep 
Score: -2193052.500000 Penalty: 3175.402832
	Iteration 30Q: 3 clusters Score -2193052 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7623 members 
Mstep: Class 2 contains 9886 members 
Entering Unmasked Estep 
Score: -2193051.750000 Penalty: 3175.402832
	Iteration 31Q: 3 clusters Score -2193052 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7618 members 
Mstep: Class 2 contains 9891 members 
Entering Unmasked Estep 
Score: -2193050.750000 Penalty: 3175.402832
	Iteration 32Q: 3 clusters Score -2193051 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7616 members 
Mstep: Class 2 contains 9893 members 
Entering Unmasked Estep 
Score: -2193053.500000 Penalty: 3175.402832
	Iteration 33Q: 3 clusters Score -2193054 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7614 members 
Mstep: Class 2 contains 9895 members 
Entering Unmasked Estep 
Score: -2193053.000000 Penalty: 3175.402832
	Iteration 34Q: 3 clusters Score -2193053 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7612 members 
Mstep: Class 2 contains 9897 members 
Entering Unmasked Estep 
Score: -2193054.000000 Penalty: 3175.402832
	Iteration 35Q: 3 clusters Score -2193054 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7612 members 
Mstep: Class 2 contains 9897 members 
Entering Unmasked Estep 
Score: -2193054.000000 Penalty: 3175.402832
	Iteration 36F: 3 clusters Score -2193054 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (38520 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38520 members 
Entering Unmasked Estep 
Score: -4572465.500000 Penalty: 1715.826660
	Iteration 0F: 2 clusters Score -4572466 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19204 members 
Mstep: Class 2 contains 19316 members 
Entering Unmasked Estep 
Score: -4546570.500000 Penalty: 3431.653320
	Iteration 0F: 3 clusters Score -4546570 nChanged 17961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18581 members 
Mstep: Class 2 contains 19939 members 
Entering Unmasked Estep 
Score: -4556685.000000 Penalty: 3431.653320
	Iteration 1F: 3 clusters Score -4556685 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18161 members 
Mstep: Class 2 contains 20359 members 
Entering Unmasked Estep 
Score: -4557446.500000 Penalty: 3431.653320
	Iteration 2F: 3 clusters Score -4557446 nChanged 1936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17551 members 
Mstep: Class 2 contains 20969 members 
Entering Unmasked Estep 
Score: -4558274.000000 Penalty: 3431.653320
	Iteration 3F: 3 clusters Score -4558274 nChanged 1972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16713 members 
Mstep: Class 2 contains 21807 members 
Entering Unmasked Estep 
Score: -4559218.000000 Penalty: 3431.653320
	Iteration 4F: 3 clusters Score -4559218 nChanged 2182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15531 members 
Mstep: Class 2 contains 22989 members 
Entering Unmasked Estep 
Score: -4560473.000000 Penalty: 3431.653320
	Iteration 5F: 3 clusters Score -4560473 nChanged 2373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13942 members 
Mstep: Class 2 contains 24578 members 
Entering Unmasked Estep 
Score: -4562027.500000 Penalty: 3431.653320
	Iteration 6F: 3 clusters Score -4562028 nChanged 2398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12040 members 
Mstep: Class 2 contains 26480 members 
Entering Unmasked Estep 
Score: -4563899.500000 Penalty: 3431.653320
	Iteration 7F: 3 clusters Score -4563900 nChanged 2479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9897 members 
Mstep: Class 2 contains 28623 members 
Entering Unmasked Estep 
Score: -4566052.000000 Penalty: 3431.653320
	Iteration 8F: 3 clusters Score -4566052 nChanged 2303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7828 members 
Mstep: Class 2 contains 30692 members 
Entering Unmasked Estep 
Score: -4568108.000000 Penalty: 3431.653320
	Iteration 9F: 3 clusters Score -4568108 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6149 members 
Mstep: Class 2 contains 32371 members 
Entering Unmasked Estep 
Score: -4569614.000000 Penalty: 3431.653320
	Iteration 10Q: 3 clusters Score -4569614 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 33652 members 
Entering Unmasked Estep 
Score: -4570687.500000 Penalty: 3431.653320
	Iteration 11Q: 3 clusters Score -4570688 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 34546 members 
Entering Unmasked Estep 
Score: -4571383.000000 Penalty: 3431.653320
	Iteration 12Q: 3 clusters Score -4571383 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 35129 members 
Entering Unmasked Estep 
Score: -4571798.000000 Penalty: 3431.653320
	Iteration 13Q: 3 clusters Score -4571798 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 35567 members 
Entering Unmasked Estep 
Score: -4572077.500000 Penalty: 3431.653320
	Iteration 14Q: 3 clusters Score -4572078 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 35878 members 
Entering Unmasked Estep 
Score: -4572303.500000 Penalty: 3431.653320
	Iteration 15Q: 3 clusters Score -4572304 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 36081 members 
Entering Unmasked Estep 
Score: -4572432.500000 Penalty: 3431.653320
	Iteration 16Q: 3 clusters Score -4572432 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 36208 members 
Entering Unmasked Estep 
Score: -4572487.000000 Penalty: 3431.653320
	Iteration 17Q: 3 clusters Score -4572487 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 36312 members 
Entering Unmasked Estep 
Score: -4572520.000000 Penalty: 3431.653320
	Iteration 18Q: 3 clusters Score -4572520 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 36389 members 
Entering Unmasked Estep 
Score: -4572551.000000 Penalty: 3431.653320
	Iteration 19Q: 3 clusters Score -4572551 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 36452 members 
Entering Unmasked Estep 
Score: -4572568.000000 Penalty: 3431.653320
	Iteration 20F: 3 clusters Score -4572568 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 36496 members 
Entering Unmasked Estep 
Score: -4572571.500000 Penalty: 3431.653320
	Iteration 21Q: 3 clusters Score -4572572 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 36520 members 
Entering Unmasked Estep 
Score: -4572583.500000 Penalty: 3431.653320
	Iteration 22Q: 3 clusters Score -4572584 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 36539 members 
Entering Unmasked Estep 
Score: -4572583.000000 Penalty: 3431.653320
	Iteration 23Q: 3 clusters Score -4572583 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 36556 members 
Entering Unmasked Estep 
Score: -4572584.500000 Penalty: 3431.653320
	Iteration 24Q: 3 clusters Score -4572584 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 36559 members 
Entering Unmasked Estep 
Score: -4572587.500000 Penalty: 3431.653320
	Iteration 25Q: 3 clusters Score -4572588 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 36566 members 
Entering Unmasked Estep 
Score: -4572587.000000 Penalty: 3431.653320
	Iteration 26Q: 3 clusters Score -4572587 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 36569 members 
Entering Unmasked Estep 
Score: -4572590.500000 Penalty: 3431.653320
	Iteration 27Q: 3 clusters Score -4572590 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 36572 members 
Entering Unmasked Estep 
Score: -4572589.000000 Penalty: 3431.653320
	Iteration 28Q: 3 clusters Score -4572589 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 36572 members 
Entering Unmasked Estep 
Score: -4572589.000000 Penalty: 3431.653320
	Iteration 29Q: 3 clusters Score -4572589 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 36576 members 
Entering Unmasked Estep 
Score: -4572595.500000 Penalty: 3431.653320
	Iteration 30Q: 3 clusters Score -4572596 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 36579 members 
Entering Unmasked Estep 
Score: -4572592.500000 Penalty: 3431.653320
	Iteration 31Q: 3 clusters Score -4572592 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 36581 members 
Entering Unmasked Estep 
Score: -4572596.000000 Penalty: 3431.653320
	Iteration 32Q: 3 clusters Score -4572596 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 36581 members 
Entering Unmasked Estep 
Score: -4572596.000000 Penalty: 3431.653320
	Iteration 33F: 3 clusters Score -4572596 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 499 members 
Mstep: Class 3 contains 21915 members 
Mstep: Class 4 contains 3330 members 
Mstep: Class 5 contains 22958 members 
Mstep: Class 6 contains 93878 members 
Mstep: Class 7 contains 2819 members 
Mstep: Class 8 contains 149567 members 
Mstep: Class 9 contains 5149 members 
Mstep: Class 10 contains 5281 members 
Mstep: Class 11 contains 8751 members 
Mstep: Class 12 contains 2688 members 
Mstep: Class 13 contains 5044 members 
Mstep: Class 14 contains 7525 members 
Mstep: Class 15 contains 21971 members 
Mstep: Class 16 contains 5600 members 
Mstep: Class 17 contains 4194 members 
Mstep: Class 18 contains 12880 members 
Mstep: Class 19 contains 7738 members 
Mstep: Class 20 contains 4602 members 
Mstep: Class 21 contains 51826 members 
Mstep: Class 22 contains 4558 members 
Mstep: Class 23 contains 9720 members 
Mstep: Class 24 contains 17309 members 
Mstep: Class 25 contains 509 members 
Mstep: Class 26 contains 29696 members 
Mstep: Class 27 contains 3227 members 
Mstep: Class 28 contains 18705 members 
Mstep: Class 29 contains 38601 members 
Mstep: Class 30 contains 19485 members 
Mstep: Class 31 contains 35515 members 
Mstep: Class 32 contains 3440 members 
Mstep: Class 33 contains 6372 members 
Mstep: Class 34 contains 9346 members 
Mstep: Class 35 contains 14821 members 
Mstep: Class 36 contains 12078 members 
Mstep: Class 37 contains 2786 members 
Mstep: Class 38 contains 17509 members 
Mstep: Class 39 contains 1939 members 
Mstep: Class 40 contains 2940 members 
Mstep: Class 41 contains 9578 members 
Mstep: Class 42 contains 6729 members 
Mstep: Class 43 contains 28789 members 
Mstep: Class 44 contains 3784 members 
Mstep: Class 45 contains 19400 members 
Mstep: Class 46 contains 8778 members 
Mstep: Class 47 contains 1587 members 
Mstep: Class 48 contains 17762 members 
Mstep: Class 49 contains 36581 members 
Entering Unmasked Estep 
Score: -100294896.000000 Penalty: 108431.960938
Splitting cluster 39 changes total score from -100289952.000000 to -100294896.000000
So it's getting split into cluster 49.
Entering ConstructFrom: 
Trying to split cluster 40 (2940 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Entering Unmasked Estep 
Score: -351180.187500 Penalty: 1297.751831
	Iteration 0F: 2 clusters Score -351180.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -348555.750000 Penalty: 2595.503662
	Iteration 0F: 3 clusters Score -348555.8 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -349241.593750 Penalty: 2595.503662
	Iteration 1F: 3 clusters Score -349241.6 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -349415.750000 Penalty: 2595.503662
	Iteration 2F: 3 clusters Score -349415.8 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -349529.718750 Penalty: 2595.503662
	Iteration 3F: 3 clusters Score -349529.7 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -349615.187500 Penalty: 2595.503662
	Iteration 4Q: 3 clusters Score -349615.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -349687.812500 Penalty: 2595.503662
	Iteration 5Q: 3 clusters Score -349687.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -349743.562500 Penalty: 2595.503662
	Iteration 6Q: 3 clusters Score -349743.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -349782.781250 Penalty: 2595.503662
	Iteration 7Q: 3 clusters Score -349782.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -349816.437500 Penalty: 2595.503662
	Iteration 8Q: 3 clusters Score -349816.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -349839.656250 Penalty: 2595.503662
	Iteration 9Q: 3 clusters Score -349839.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -349856.031250 Penalty: 2595.503662
	Iteration 10Q: 3 clusters Score -349856 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -349867.406250 Penalty: 2595.503662
	Iteration 11Q: 3 clusters Score -349867.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -349878.125000 Penalty: 2595.503662
	Iteration 12Q: 3 clusters Score -349878.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -349890.281250 Penalty: 2595.503662
	Iteration 13Q: 3 clusters Score -349890.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -349903.593750 Penalty: 2595.503662
	Iteration 14Q: 3 clusters Score -349903.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -349916.687500 Penalty: 2595.503662
	Iteration 15Q: 3 clusters Score -349916.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -349932.562500 Penalty: 2595.503662
	Iteration 16Q: 3 clusters Score -349932.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -349943.718750 Penalty: 2595.503662
	Iteration 17Q: 3 clusters Score -349943.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -349952.937500 Penalty: 2595.503662
	Iteration 18Q: 3 clusters Score -349952.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -349960.562500 Penalty: 2595.503662
	Iteration 19Q: 3 clusters Score -349960.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -349968.531250 Penalty: 2595.503662
	Iteration 20F: 3 clusters Score -349968.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -349975.125000 Penalty: 2595.503662
	Iteration 21Q: 3 clusters Score -349975.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -349984.468750 Penalty: 2595.503662
	Iteration 22Q: 3 clusters Score -349984.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -349994.062500 Penalty: 2595.503662
	Iteration 23Q: 3 clusters Score -349994.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -350004.437500 Penalty: 2595.503662
	Iteration 24Q: 3 clusters Score -350004.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -350012.343750 Penalty: 2595.503662
	Iteration 25Q: 3 clusters Score -350012.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -350020.531250 Penalty: 2595.503662
	Iteration 26Q: 3 clusters Score -350020.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -350030.531250 Penalty: 2595.503662
	Iteration 27Q: 3 clusters Score -350030.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -350041.687500 Penalty: 2595.503662
	Iteration 28Q: 3 clusters Score -350041.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -350046.781250 Penalty: 2595.503662
	Iteration 29Q: 3 clusters Score -350046.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -350052.000000 Penalty: 2595.503662
	Iteration 30Q: 3 clusters Score -350052 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -350055.656250 Penalty: 2595.503662
	Iteration 31Q: 3 clusters Score -350055.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -350057.656250 Penalty: 2595.503662
	Iteration 32Q: 3 clusters Score -350057.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -350061.781250 Penalty: 2595.503662
	Iteration 33Q: 3 clusters Score -350061.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -350064.937500 Penalty: 2595.503662
	Iteration 34Q: 3 clusters Score -350064.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -350070.062500 Penalty: 2595.503662
	Iteration 35Q: 3 clusters Score -350070.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -350072.968750 Penalty: 2595.503662
	Iteration 36Q: 3 clusters Score -350073 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -350077.281250 Penalty: 2595.503662
	Iteration 37Q: 3 clusters Score -350077.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -350080.687500 Penalty: 2595.503662
	Iteration 38Q: 3 clusters Score -350080.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -350084.156250 Penalty: 2595.503662
	Iteration 39Q: 3 clusters Score -350084.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -350091.531250 Penalty: 2595.503662
	Iteration 40F: 3 clusters Score -350091.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -350095.687500 Penalty: 2595.503662
	Iteration 41Q: 3 clusters Score -350095.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -350102.468750 Penalty: 2595.503662
	Iteration 42Q: 3 clusters Score -350102.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -350112.375000 Penalty: 2595.503662
	Iteration 43Q: 3 clusters Score -350112.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -350115.875000 Penalty: 2595.503662
	Iteration 44Q: 3 clusters Score -350115.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -350117.218750 Penalty: 2595.503662
	Iteration 45Q: 3 clusters Score -350117.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -350120.531250 Penalty: 2595.503662
	Iteration 46Q: 3 clusters Score -350120.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -350123.093750 Penalty: 2595.503662
	Iteration 47Q: 3 clusters Score -350123.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -350125.031250 Penalty: 2595.503662
	Iteration 48Q: 3 clusters Score -350125 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -350128.500000 Penalty: 2595.503662
	Iteration 49Q: 3 clusters Score -350128.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -350129.531250 Penalty: 2595.503662
	Iteration 50Q: 3 clusters Score -350129.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -350129.593750 Penalty: 2595.503662
	Iteration 51Q: 3 clusters Score -350129.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -350130.093750 Penalty: 2595.503662
	Iteration 52Q: 3 clusters Score -350130.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -350129.906250 Penalty: 2595.503662
	Iteration 53Q: 3 clusters Score -350129.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -350130.656250 Penalty: 2595.503662
	Iteration 54Q: 3 clusters Score -350130.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -350131.093750 Penalty: 2595.503662
	Iteration 55Q: 3 clusters Score -350131.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -350131.937500 Penalty: 2595.503662
	Iteration 56Q: 3 clusters Score -350131.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -350134.062500 Penalty: 2595.503662
	Iteration 57Q: 3 clusters Score -350134.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -350138.250000 Penalty: 2595.503662
	Iteration 58Q: 3 clusters Score -350138.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -350143.281250 Penalty: 2595.503662
	Iteration 59Q: 3 clusters Score -350143.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -350146.250000 Penalty: 2595.503662
	Iteration 60F: 3 clusters Score -350146.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -350147.968750 Penalty: 2595.503662
	Iteration 61Q: 3 clusters Score -350148 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -350150.718750 Penalty: 2595.503662
	Iteration 62Q: 3 clusters Score -350150.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -350153.281250 Penalty: 2595.503662
	Iteration 63Q: 3 clusters Score -350153.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -350155.031250 Penalty: 2595.503662
	Iteration 64Q: 3 clusters Score -350155 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -350156.187500 Penalty: 2595.503662
	Iteration 65Q: 3 clusters Score -350156.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -350157.468750 Penalty: 2595.503662
	Iteration 66Q: 3 clusters Score -350157.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -350156.875000 Penalty: 2595.503662
	Iteration 67Q: 3 clusters Score -350156.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -350156.875000 Penalty: 2595.503662
	Iteration 68F: 3 clusters Score -350156.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (9578 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9578 members 
Entering Unmasked Estep 
Score: -1118764.625000 Penalty: 1489.673828
	Iteration 0F: 2 clusters Score -1118765 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -1111878.875000 Penalty: 2979.347656
	Iteration 0F: 3 clusters Score -1111879 nChanged 4097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -1114250.000000 Penalty: 2979.347656
	Iteration 1F: 3 clusters Score -1114250 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5452 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -1114747.375000 Penalty: 2979.347656
	Iteration 2F: 3 clusters Score -1114747 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5678 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -1115190.625000 Penalty: 2979.347656
	Iteration 3F: 3 clusters Score -1115191 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5888 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -1115591.750000 Penalty: 2979.347656
	Iteration 4F: 3 clusters Score -1115592 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6109 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -1115968.375000 Penalty: 2979.347656
	Iteration 5F: 3 clusters Score -1115968 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6334 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -1116286.250000 Penalty: 2979.347656
	Iteration 6Q: 3 clusters Score -1116286 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6548 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -1116530.875000 Penalty: 2979.347656
	Iteration 7Q: 3 clusters Score -1116531 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6771 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -1116751.000000 Penalty: 2979.347656
	Iteration 8Q: 3 clusters Score -1116751 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6972 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -1116945.625000 Penalty: 2979.347656
	Iteration 9Q: 3 clusters Score -1116946 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7167 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -1117108.000000 Penalty: 2979.347656
	Iteration 10Q: 3 clusters Score -1117108 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7357 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -1117232.500000 Penalty: 2979.347656
	Iteration 11Q: 3 clusters Score -1117232 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7508 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -1117336.875000 Penalty: 2979.347656
	Iteration 12Q: 3 clusters Score -1117337 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7650 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -1117431.000000 Penalty: 2979.347656
	Iteration 13Q: 3 clusters Score -1117431 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7789 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -1117531.875000 Penalty: 2979.347656
	Iteration 14Q: 3 clusters Score -1117532 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7935 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -1117655.500000 Penalty: 2979.347656
	Iteration 15Q: 3 clusters Score -1117656 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8064 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -1117761.750000 Penalty: 2979.347656
	Iteration 16Q: 3 clusters Score -1117762 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8181 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -1117856.875000 Penalty: 2979.347656
	Iteration 17Q: 3 clusters Score -1117857 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8278 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -1117929.375000 Penalty: 2979.347656
	Iteration 18Q: 3 clusters Score -1117929 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8360 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -1118000.625000 Penalty: 2979.347656
	Iteration 19Q: 3 clusters Score -1118001 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8426 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -1118048.625000 Penalty: 2979.347656
	Iteration 20F: 3 clusters Score -1118049 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8472 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -1118077.000000 Penalty: 2979.347656
	Iteration 21Q: 3 clusters Score -1118077 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8505 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -1118095.375000 Penalty: 2979.347656
	Iteration 22Q: 3 clusters Score -1118095 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8524 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -1118102.875000 Penalty: 2979.347656
	Iteration 23Q: 3 clusters Score -1118103 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8538 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -1118109.375000 Penalty: 2979.347656
	Iteration 24Q: 3 clusters Score -1118109 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8551 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -1118118.250000 Penalty: 2979.347656
	Iteration 25Q: 3 clusters Score -1118118 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8571 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -1118127.875000 Penalty: 2979.347656
	Iteration 26Q: 3 clusters Score -1118128 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8582 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -1118128.125000 Penalty: 2979.347656
	Iteration 27Q: 3 clusters Score -1118128 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8595 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -1118134.625000 Penalty: 2979.347656
	Iteration 28Q: 3 clusters Score -1118135 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8605 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -1118139.375000 Penalty: 2979.347656
	Iteration 29Q: 3 clusters Score -1118139 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8615 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -1118143.625000 Penalty: 2979.347656
	Iteration 30Q: 3 clusters Score -1118144 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8618 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -1118146.625000 Penalty: 2979.347656
	Iteration 31Q: 3 clusters Score -1118147 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8620 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -1118146.250000 Penalty: 2979.347656
	Iteration 32Q: 3 clusters Score -1118146 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8624 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -1118147.375000 Penalty: 2979.347656
	Iteration 33Q: 3 clusters Score -1118147 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8625 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -1118148.750000 Penalty: 2979.347656
	Iteration 34Q: 3 clusters Score -1118149 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8627 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -1118149.875000 Penalty: 2979.347656
	Iteration 35Q: 3 clusters Score -1118150 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8627 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -1118149.875000 Penalty: 2979.347656
	Iteration 36F: 3 clusters Score -1118150 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (6729 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6729 members 
Entering Unmasked Estep 
Score: -781542.625000 Penalty: 1432.304565
	Iteration 0F: 2 clusters Score -781542.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -776445.500000 Penalty: 2864.609131
	Iteration 0F: 3 clusters Score -776445.5 nChanged 2851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -778110.625000 Penalty: 2864.609131
	Iteration 1F: 3 clusters Score -778110.6 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -778383.062500 Penalty: 2864.609131
	Iteration 2F: 3 clusters Score -778383.1 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -778620.062500 Penalty: 2864.609131
	Iteration 3F: 3 clusters Score -778620.1 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -778819.375000 Penalty: 2864.609131
	Iteration 4F: 3 clusters Score -778819.4 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -778984.250000 Penalty: 2864.609131
	Iteration 5Q: 3 clusters Score -778984.2 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -779138.875000 Penalty: 2864.609131
	Iteration 6Q: 3 clusters Score -779138.9 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -779292.312500 Penalty: 2864.609131
	Iteration 7Q: 3 clusters Score -779292.3 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -779444.812500 Penalty: 2864.609131
	Iteration 8Q: 3 clusters Score -779444.8 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -779607.062500 Penalty: 2864.609131
	Iteration 9Q: 3 clusters Score -779607.1 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -779763.875000 Penalty: 2864.609131
	Iteration 10Q: 3 clusters Score -779763.9 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -779920.500000 Penalty: 2864.609131
	Iteration 11Q: 3 clusters Score -779920.5 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5220 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -780046.250000 Penalty: 2864.609131
	Iteration 12Q: 3 clusters Score -780046.2 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -780169.500000 Penalty: 2864.609131
	Iteration 13Q: 3 clusters Score -780169.5 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -780254.562500 Penalty: 2864.609131
	Iteration 14Q: 3 clusters Score -780254.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5547 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -780319.625000 Penalty: 2864.609131
	Iteration 15Q: 3 clusters Score -780319.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5631 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -780371.062500 Penalty: 2864.609131
	Iteration 16Q: 3 clusters Score -780371.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5700 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -780409.625000 Penalty: 2864.609131
	Iteration 17Q: 3 clusters Score -780409.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5749 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -780431.500000 Penalty: 2864.609131
	Iteration 18Q: 3 clusters Score -780431.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5788 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -780449.687500 Penalty: 2864.609131
	Iteration 19Q: 3 clusters Score -780449.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5822 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -780469.187500 Penalty: 2864.609131
	Iteration 20F: 3 clusters Score -780469.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5845 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -780476.937500 Penalty: 2864.609131
	Iteration 21Q: 3 clusters Score -780476.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5869 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -780486.375000 Penalty: 2864.609131
	Iteration 22Q: 3 clusters Score -780486.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5885 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -780494.125000 Penalty: 2864.609131
	Iteration 23Q: 3 clusters Score -780494.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5894 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -780497.187500 Penalty: 2864.609131
	Iteration 24Q: 3 clusters Score -780497.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5898 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -780497.937500 Penalty: 2864.609131
	Iteration 25Q: 3 clusters Score -780497.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5905 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -780501.312500 Penalty: 2864.609131
	Iteration 26Q: 3 clusters Score -780501.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5912 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -780506.062500 Penalty: 2864.609131
	Iteration 27Q: 3 clusters Score -780506.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5919 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -780510.062500 Penalty: 2864.609131
	Iteration 28Q: 3 clusters Score -780510.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5928 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -780514.687500 Penalty: 2864.609131
	Iteration 29Q: 3 clusters Score -780514.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5933 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -780516.250000 Penalty: 2864.609131
	Iteration 30Q: 3 clusters Score -780516.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5939 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -780519.125000 Penalty: 2864.609131
	Iteration 31Q: 3 clusters Score -780519.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5945 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -780520.937500 Penalty: 2864.609131
	Iteration 32Q: 3 clusters Score -780520.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5952 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -780523.187500 Penalty: 2864.609131
	Iteration 33Q: 3 clusters Score -780523.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5958 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -780525.250000 Penalty: 2864.609131
	Iteration 34Q: 3 clusters Score -780525.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5959 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -780524.000000 Penalty: 2864.609131
	Iteration 35Q: 3 clusters Score -780524 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5960 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -780526.000000 Penalty: 2864.609131
	Iteration 36Q: 3 clusters Score -780526 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5962 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -780526.937500 Penalty: 2864.609131
	Iteration 37Q: 3 clusters Score -780526.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5964 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -780529.187500 Penalty: 2864.609131
	Iteration 38Q: 3 clusters Score -780529.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5964 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -780529.187500 Penalty: 2864.609131
	Iteration 39F: 3 clusters Score -780529.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (28789 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28789 members 
Entering Unmasked Estep 
Score: -3646535.500000 Penalty: 1668.509155
	Iteration 0F: 2 clusters Score -3646536 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14460 members 
Mstep: Class 2 contains 14329 members 
Entering Unmasked Estep 
Score: -3627144.250000 Penalty: 3337.018311
	Iteration 0F: 3 clusters Score -3627144 nChanged 13194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14580 members 
Mstep: Class 2 contains 14209 members 
Entering Unmasked Estep 
Score: -3634564.750000 Penalty: 3337.018311
	Iteration 1F: 3 clusters Score -3634565 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14576 members 
Mstep: Class 2 contains 14213 members 
Entering Unmasked Estep 
Score: -3635067.750000 Penalty: 3337.018311
	Iteration 2Q: 3 clusters Score -3635068 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14571 members 
Mstep: Class 2 contains 14218 members 
Entering Unmasked Estep 
Score: -3635573.000000 Penalty: 3337.018311
	Iteration 3Q: 3 clusters Score -3635573 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14600 members 
Mstep: Class 2 contains 14189 members 
Entering Unmasked Estep 
Score: -3636166.500000 Penalty: 3337.018311
	Iteration 4Q: 3 clusters Score -3636166 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14644 members 
Mstep: Class 2 contains 14145 members 
Entering Unmasked Estep 
Score: -3636965.250000 Penalty: 3337.018311
	Iteration 5F: 3 clusters Score -3636965 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14718 members 
Mstep: Class 2 contains 14071 members 
Entering Unmasked Estep 
Score: -3637907.750000 Penalty: 3337.018311
	Iteration 6F: 3 clusters Score -3637908 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14792 members 
Mstep: Class 2 contains 13997 members 
Entering Unmasked Estep 
Score: -3638889.000000 Penalty: 3337.018311
	Iteration 7F: 3 clusters Score -3638889 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14927 members 
Mstep: Class 2 contains 13862 members 
Entering Unmasked Estep 
Score: -3639839.750000 Penalty: 3337.018311
	Iteration 8F: 3 clusters Score -3639840 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15133 members 
Mstep: Class 2 contains 13656 members 
Entering Unmasked Estep 
Score: -3640714.250000 Penalty: 3337.018311
	Iteration 9Q: 3 clusters Score -3640714 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15346 members 
Mstep: Class 2 contains 13443 members 
Entering Unmasked Estep 
Score: -3641522.500000 Penalty: 3337.018311
	Iteration 10Q: 3 clusters Score -3641522 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15530 members 
Mstep: Class 2 contains 13259 members 
Entering Unmasked Estep 
Score: -3642270.250000 Penalty: 3337.018311
	Iteration 11Q: 3 clusters Score -3642270 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15639 members 
Mstep: Class 2 contains 13150 members 
Entering Unmasked Estep 
Score: -3642897.000000 Penalty: 3337.018311
	Iteration 12Q: 3 clusters Score -3642897 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15760 members 
Mstep: Class 2 contains 13029 members 
Entering Unmasked Estep 
Score: -3643388.000000 Penalty: 3337.018311
	Iteration 13Q: 3 clusters Score -3643388 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15912 members 
Mstep: Class 2 contains 12877 members 
Entering Unmasked Estep 
Score: -3643732.000000 Penalty: 3337.018311
	Iteration 14Q: 3 clusters Score -3643732 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16112 members 
Mstep: Class 2 contains 12677 members 
Entering Unmasked Estep 
Score: -3644081.500000 Penalty: 3337.018311
	Iteration 15Q: 3 clusters Score -3644082 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16370 members 
Mstep: Class 2 contains 12419 members 
Entering Unmasked Estep 
Score: -3644450.000000 Penalty: 3337.018311
	Iteration 16Q: 3 clusters Score -3644450 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16596 members 
Mstep: Class 2 contains 12193 members 
Entering Unmasked Estep 
Score: -3644725.750000 Penalty: 3337.018311
	Iteration 17Q: 3 clusters Score -3644726 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16828 members 
Mstep: Class 2 contains 11961 members 
Entering Unmasked Estep 
Score: -3644964.250000 Penalty: 3337.018311
	Iteration 18Q: 3 clusters Score -3644964 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17032 members 
Mstep: Class 2 contains 11757 members 
Entering Unmasked Estep 
Score: -3645139.500000 Penalty: 3337.018311
	Iteration 19Q: 3 clusters Score -3645140 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17190 members 
Mstep: Class 2 contains 11599 members 
Entering Unmasked Estep 
Score: -3645290.250000 Penalty: 3337.018311
	Iteration 20F: 3 clusters Score -3645290 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17359 members 
Mstep: Class 2 contains 11430 members 
Entering Unmasked Estep 
Score: -3645426.000000 Penalty: 3337.018311
	Iteration 21Q: 3 clusters Score -3645426 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17504 members 
Mstep: Class 2 contains 11285 members 
Entering Unmasked Estep 
Score: -3645537.750000 Penalty: 3337.018311
	Iteration 22Q: 3 clusters Score -3645538 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17667 members 
Mstep: Class 2 contains 11122 members 
Entering Unmasked Estep 
Score: -3645655.500000 Penalty: 3337.018311
	Iteration 23Q: 3 clusters Score -3645656 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17850 members 
Mstep: Class 2 contains 10939 members 
Entering Unmasked Estep 
Score: -3645771.500000 Penalty: 3337.018311
	Iteration 24Q: 3 clusters Score -3645772 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18024 members 
Mstep: Class 2 contains 10765 members 
Entering Unmasked Estep 
Score: -3645891.500000 Penalty: 3337.018311
	Iteration 25Q: 3 clusters Score -3645892 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18197 members 
Mstep: Class 2 contains 10592 members 
Entering Unmasked Estep 
Score: -3646008.250000 Penalty: 3337.018311
	Iteration 26Q: 3 clusters Score -3646008 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18345 members 
Mstep: Class 2 contains 10444 members 
Entering Unmasked Estep 
Score: -3646101.000000 Penalty: 3337.018311
	Iteration 27Q: 3 clusters Score -3646101 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18472 members 
Mstep: Class 2 contains 10317 members 
Entering Unmasked Estep 
Score: -3646166.500000 Penalty: 3337.018311
	Iteration 28Q: 3 clusters Score -3646166 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18590 members 
Mstep: Class 2 contains 10199 members 
Entering Unmasked Estep 
Score: -3646218.500000 Penalty: 3337.018311
	Iteration 29Q: 3 clusters Score -3646218 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18696 members 
Mstep: Class 2 contains 10093 members 
Entering Unmasked Estep 
Score: -3646238.500000 Penalty: 3337.018311
	Iteration 30Q: 3 clusters Score -3646238 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18793 members 
Mstep: Class 2 contains 9996 members 
Entering Unmasked Estep 
Score: -3646276.000000 Penalty: 3337.018311
	Iteration 31Q: 3 clusters Score -3646276 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18873 members 
Mstep: Class 2 contains 9916 members 
Entering Unmasked Estep 
Score: -3646291.750000 Penalty: 3337.018311
	Iteration 32Q: 3 clusters Score -3646292 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18956 members 
Mstep: Class 2 contains 9833 members 
Entering Unmasked Estep 
Score: -3646293.250000 Penalty: 3337.018311
	Iteration 33Q: 3 clusters Score -3646293 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19024 members 
Mstep: Class 2 contains 9765 members 
Entering Unmasked Estep 
Score: -3646312.750000 Penalty: 3337.018311
	Iteration 34Q: 3 clusters Score -3646313 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19083 members 
Mstep: Class 2 contains 9706 members 
Entering Unmasked Estep 
Score: -3646314.500000 Penalty: 3337.018311
	Iteration 35Q: 3 clusters Score -3646314 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19133 members 
Mstep: Class 2 contains 9656 members 
Entering Unmasked Estep 
Score: -3646333.500000 Penalty: 3337.018311
	Iteration 36Q: 3 clusters Score -3646334 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19172 members 
Mstep: Class 2 contains 9617 members 
Entering Unmasked Estep 
Score: -3646328.250000 Penalty: 3337.018311
	Iteration 37Q: 3 clusters Score -3646328 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19198 members 
Mstep: Class 2 contains 9591 members 
Entering Unmasked Estep 
Score: -3646331.250000 Penalty: 3337.018311
	Iteration 38Q: 3 clusters Score -3646331 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19217 members 
Mstep: Class 2 contains 9572 members 
Entering Unmasked Estep 
Score: -3646329.250000 Penalty: 3337.018311
	Iteration 39Q: 3 clusters Score -3646329 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19231 members 
Mstep: Class 2 contains 9558 members 
Entering Unmasked Estep 
Score: -3646329.750000 Penalty: 3337.018311
	Iteration 40F: 3 clusters Score -3646330 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19240 members 
Mstep: Class 2 contains 9549 members 
Entering Unmasked Estep 
Score: -3646324.750000 Penalty: 3337.018311
	Iteration 41Q: 3 clusters Score -3646325 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19242 members 
Mstep: Class 2 contains 9547 members 
Entering Unmasked Estep 
Score: -3646327.750000 Penalty: 3337.018311
	Iteration 42Q: 3 clusters Score -3646328 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19243 members 
Mstep: Class 2 contains 9546 members 
Entering Unmasked Estep 
Score: -3646328.250000 Penalty: 3337.018311
	Iteration 43Q: 3 clusters Score -3646328 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19244 members 
Mstep: Class 2 contains 9545 members 
Entering Unmasked Estep 
Score: -3646327.000000 Penalty: 3337.018311
	Iteration 44Q: 3 clusters Score -3646327 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19245 members 
Mstep: Class 2 contains 9544 members 
Entering Unmasked Estep 
Score: -3646329.000000 Penalty: 3337.018311
	Iteration 45Q: 3 clusters Score -3646329 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19246 members 
Mstep: Class 2 contains 9543 members 
Entering Unmasked Estep 
Score: -3646327.000000 Penalty: 3337.018311
	Iteration 46Q: 3 clusters Score -3646327 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19246 members 
Mstep: Class 2 contains 9543 members 
Entering Unmasked Estep 
Score: -3646327.000000 Penalty: 3337.018311
	Iteration 47F: 3 clusters Score -3646327 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 499 members 
Mstep: Class 3 contains 21915 members 
Mstep: Class 4 contains 3330 members 
Mstep: Class 5 contains 22958 members 
Mstep: Class 6 contains 93878 members 
Mstep: Class 7 contains 2819 members 
Mstep: Class 8 contains 149567 members 
Mstep: Class 9 contains 5149 members 
Mstep: Class 10 contains 5281 members 
Mstep: Class 11 contains 8751 members 
Mstep: Class 12 contains 2688 members 
Mstep: Class 13 contains 5044 members 
Mstep: Class 14 contains 7525 members 
Mstep: Class 15 contains 21971 members 
Mstep: Class 16 contains 5600 members 
Mstep: Class 17 contains 4194 members 
Mstep: Class 18 contains 12880 members 
Mstep: Class 19 contains 7738 members 
Mstep: Class 20 contains 4602 members 
Mstep: Class 21 contains 51826 members 
Mstep: Class 22 contains 4558 members 
Mstep: Class 23 contains 9720 members 
Mstep: Class 24 contains 17309 members 
Mstep: Class 25 contains 509 members 
Mstep: Class 26 contains 29696 members 
Mstep: Class 27 contains 3227 members 
Mstep: Class 28 contains 18705 members 
Mstep: Class 29 contains 38601 members 
Mstep: Class 30 contains 19485 members 
Mstep: Class 31 contains 35515 members 
Mstep: Class 32 contains 3440 members 
Mstep: Class 33 contains 6372 members 
Mstep: Class 34 contains 9346 members 
Mstep: Class 35 contains 14821 members 
Mstep: Class 36 contains 12078 members 
Mstep: Class 37 contains 2786 members 
Mstep: Class 38 contains 17509 members 
Mstep: Class 39 contains 1939 members 
Mstep: Class 40 contains 2940 members 
Mstep: Class 41 contains 9578 members 
Mstep: Class 42 contains 6729 members 
Mstep: Class 43 contains 28789 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100299040.000000 Penalty: 108431.960938
Iteration 119Q: 50 clusters Score -1.00299e+08 nChanged 6700
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 499 members 
Mstep: Class 3 contains 21907 members 
Mstep: Class 4 contains 3310 members 
Mstep: Class 5 contains 23143 members 
Mstep: Class 6 contains 94283 members 
Mstep: Class 7 contains 2819 members 
Mstep: Class 8 contains 149602 members 
Mstep: Class 9 contains 5183 members 
Mstep: Class 10 contains 5400 members 
Mstep: Class 11 contains 8756 members 
Mstep: Class 12 contains 2572 members 
Mstep: Class 13 contains 5048 members 
Mstep: Class 14 contains 7548 members 
Mstep: Class 15 contains 21858 members 
Mstep: Class 16 contains 5610 members 
Mstep: Class 17 contains 4272 members 
Mstep: Class 18 contains 12884 members 
Mstep: Class 19 contains 7809 members 
Mstep: Class 20 contains 4615 members 
Mstep: Class 21 contains 51835 members 
Mstep: Class 22 contains 4577 members 
Mstep: Class 23 contains 9753 members 
Mstep: Class 24 contains 17336 members 
Mstep: Class 25 contains 510 members 
Mstep: Class 26 contains 29746 members 
Mstep: Class 27 contains 3236 members 
Mstep: Class 28 contains 18421 members 
Mstep: Class 29 contains 38575 members 
Mstep: Class 30 contains 19518 members 
Mstep: Class 31 contains 35830 members 
Mstep: Class 32 contains 3385 members 
Mstep: Class 33 contains 6380 members 
Mstep: Class 34 contains 9611 members 
Mstep: Class 35 contains 15337 members 
Mstep: Class 36 contains 12084 members 
Mstep: Class 37 contains 2790 members 
Mstep: Class 38 contains 17528 members 
Mstep: Class 39 contains 2314 members 
Mstep: Class 40 contains 2949 members 
Mstep: Class 41 contains 9855 members 
Mstep: Class 42 contains 6777 members 
Mstep: Class 43 contains 29085 members 
Mstep: Class 44 contains 3820 members 
Mstep: Class 45 contains 18985 members 
Mstep: Class 46 contains 8556 members 
Mstep: Class 47 contains 1507 members 
Mstep: Class 48 contains 16832 members 
Mstep: Class 49 contains 35509 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100301816.000000 Penalty: 108431.960938
Iteration 120F: 50 clusters Score -1.003018e+08 nChanged 6428
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 498 members 
Mstep: Class 3 contains 21903 members 
Mstep: Class 4 contains 3297 members 
Mstep: Class 5 contains 22887 members 
Mstep: Class 6 contains 94000 members 
Mstep: Class 7 contains 2819 members 
Mstep: Class 8 contains 149400 members 
Mstep: Class 9 contains 5141 members 
Mstep: Class 10 contains 5363 members 
Mstep: Class 11 contains 8754 members 
Mstep: Class 12 contains 2494 members 
Mstep: Class 13 contains 5055 members 
Mstep: Class 14 contains 7516 members 
Mstep: Class 15 contains 21819 members 
Mstep: Class 16 contains 5558 members 
Mstep: Class 17 contains 4267 members 
Mstep: Class 18 contains 12882 members 
Mstep: Class 19 contains 7811 members 
Mstep: Class 20 contains 4599 members 
Mstep: Class 21 contains 51754 members 
Mstep: Class 22 contains 4546 members 
Mstep: Class 23 contains 9652 members 
Mstep: Class 24 contains 17300 members 
Mstep: Class 25 contains 509 members 
Mstep: Class 26 contains 29552 members 
Mstep: Class 27 contains 3231 members 
Mstep: Class 28 contains 18158 members 
Mstep: Class 29 contains 38546 members 
Mstep: Class 30 contains 19519 members 
Mstep: Class 31 contains 35627 members 
Mstep: Class 32 contains 3352 members 
Mstep: Class 33 contains 6373 members 
Mstep: Class 34 contains 9741 members 
Mstep: Class 35 contains 15714 members 
Mstep: Class 36 contains 12075 members 
Mstep: Class 37 contains 2803 members 
Mstep: Class 38 contains 17475 members 
Mstep: Class 39 contains 2498 members 
Mstep: Class 40 contains 2942 members 
Mstep: Class 41 contains 9846 members 
Mstep: Class 42 contains 6757 members 
Mstep: Class 43 contains 28928 members 
Mstep: Class 44 contains 4017 members 
Mstep: Class 45 contains 19637 members 
Mstep: Class 46 contains 8752 members 
Mstep: Class 47 contains 1602 members 
Mstep: Class 48 contains 17185 members 
Mstep: Class 49 contains 35605 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100302504.000000 Penalty: 108431.960938
Iteration 121Q: 50 clusters Score -1.003025e+08 nChanged 3765
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 499 members 
Mstep: Class 3 contains 21911 members 
Mstep: Class 4 contains 3291 members 
Mstep: Class 5 contains 22681 members 
Mstep: Class 6 contains 93815 members 
Mstep: Class 7 contains 2820 members 
Mstep: Class 8 contains 149323 members 
Mstep: Class 9 contains 5120 members 
Mstep: Class 10 contains 5319 members 
Mstep: Class 11 contains 8747 members 
Mstep: Class 12 contains 2451 members 
Mstep: Class 13 contains 5065 members 
Mstep: Class 14 contains 7511 members 
Mstep: Class 15 contains 21855 members 
Mstep: Class 16 contains 5535 members 
Mstep: Class 17 contains 4274 members 
Mstep: Class 18 contains 12881 members 
Mstep: Class 19 contains 7824 members 
Mstep: Class 20 contains 4583 members 
Mstep: Class 21 contains 51653 members 
Mstep: Class 22 contains 4534 members 
Mstep: Class 23 contains 9581 members 
Mstep: Class 24 contains 17276 members 
Mstep: Class 25 contains 509 members 
Mstep: Class 26 contains 29429 members 
Mstep: Class 27 contains 3225 members 
Mstep: Class 28 contains 17939 members 
Mstep: Class 29 contains 38500 members 
Mstep: Class 30 contains 19526 members 
Mstep: Class 31 contains 35484 members 
Mstep: Class 32 contains 3343 members 
Mstep: Class 33 contains 6371 members 
Mstep: Class 34 contains 9877 members 
Mstep: Class 35 contains 16037 members 
Mstep: Class 36 contains 12078 members 
Mstep: Class 37 contains 2807 members 
Mstep: Class 38 contains 17450 members 
Mstep: Class 39 contains 2660 members 
Mstep: Class 40 contains 2938 members 
Mstep: Class 41 contains 9822 members 
Mstep: Class 42 contains 6763 members 
Mstep: Class 43 contains 28859 members 
Mstep: Class 44 contains 4114 members 
Mstep: Class 45 contains 20031 members 
Mstep: Class 46 contains 8858 members 
Mstep: Class 47 contains 1655 members 
Mstep: Class 48 contains 17377 members 
Mstep: Class 49 contains 35558 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100302760.000000 Penalty: 108431.960938
Iteration 122Q: 50 clusters Score -1.003028e+08 nChanged 2868
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 499 members 
Mstep: Class 3 contains 21907 members 
Mstep: Class 4 contains 3287 members 
Mstep: Class 5 contains 22470 members 
Mstep: Class 6 contains 93648 members 
Mstep: Class 7 contains 2821 members 
Mstep: Class 8 contains 149315 members 
Mstep: Class 9 contains 5102 members 
Mstep: Class 10 contains 5311 members 
Mstep: Class 11 contains 8738 members 
Mstep: Class 12 contains 2429 members 
Mstep: Class 13 contains 5072 members 
Mstep: Class 14 contains 7495 members 
Mstep: Class 15 contains 21898 members 
Mstep: Class 16 contains 5530 members 
Mstep: Class 17 contains 4278 members 
Mstep: Class 18 contains 12878 members 
Mstep: Class 19 contains 7821 members 
Mstep: Class 20 contains 4581 members 
Mstep: Class 21 contains 51552 members 
Mstep: Class 22 contains 4526 members 
Mstep: Class 23 contains 9537 members 
Mstep: Class 24 contains 17255 members 
Mstep: Class 25 contains 509 members 
Mstep: Class 26 contains 29303 members 
Mstep: Class 27 contains 3222 members 
Mstep: Class 28 contains 17769 members 
Mstep: Class 29 contains 38467 members 
Mstep: Class 30 contains 19543 members 
Mstep: Class 31 contains 35394 members 
Mstep: Class 32 contains 3340 members 
Mstep: Class 33 contains 6369 members 
Mstep: Class 34 contains 10001 members 
Mstep: Class 35 contains 16277 members 
Mstep: Class 36 contains 12076 members 
Mstep: Class 37 contains 2809 members 
Mstep: Class 38 contains 17428 members 
Mstep: Class 39 contains 2804 members 
Mstep: Class 40 contains 2937 members 
Mstep: Class 41 contains 9807 members 
Mstep: Class 42 contains 6783 members 
Mstep: Class 43 contains 28793 members 
Mstep: Class 44 contains 4165 members 
Mstep: Class 45 contains 20357 members 
Mstep: Class 46 contains 8927 members 
Mstep: Class 47 contains 1686 members 
Mstep: Class 48 contains 17584 members 
Mstep: Class 49 contains 35459 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100303392.000000 Penalty: 108431.960938
Iteration 123Q: 50 clusters Score -1.003034e+08 nChanged 2401
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 499 members 
Mstep: Class 3 contains 21912 members 
Mstep: Class 4 contains 3282 members 
Mstep: Class 5 contains 22291 members 
Mstep: Class 6 contains 93498 members 
Mstep: Class 7 contains 2820 members 
Mstep: Class 8 contains 149292 members 
Mstep: Class 9 contains 5094 members 
Mstep: Class 10 contains 5288 members 
Mstep: Class 11 contains 8733 members 
Mstep: Class 12 contains 2414 members 
Mstep: Class 13 contains 5077 members 
Mstep: Class 14 contains 7477 members 
Mstep: Class 15 contains 21952 members 
Mstep: Class 16 contains 5528 members 
Mstep: Class 17 contains 4273 members 
Mstep: Class 18 contains 12878 members 
Mstep: Class 19 contains 7824 members 
Mstep: Class 20 contains 4576 members 
Mstep: Class 21 contains 51422 members 
Mstep: Class 22 contains 4516 members 
Mstep: Class 23 contains 9526 members 
Mstep: Class 24 contains 17256 members 
Mstep: Class 25 contains 509 members 
Mstep: Class 26 contains 29224 members 
Mstep: Class 27 contains 3216 members 
Mstep: Class 28 contains 17613 members 
Mstep: Class 29 contains 38425 members 
Mstep: Class 30 contains 19573 members 
Mstep: Class 31 contains 35351 members 
Mstep: Class 32 contains 3343 members 
Mstep: Class 33 contains 6365 members 
Mstep: Class 34 contains 10095 members 
Mstep: Class 35 contains 16461 members 
Mstep: Class 36 contains 12075 members 
Mstep: Class 37 contains 2810 members 
Mstep: Class 38 contains 17413 members 
Mstep: Class 39 contains 2951 members 
Mstep: Class 40 contains 2930 members 
Mstep: Class 41 contains 9785 members 
Mstep: Class 42 contains 6811 members 
Mstep: Class 43 contains 28761 members 
Mstep: Class 44 contains 4196 members 
Mstep: Class 45 contains 20581 members 
Mstep: Class 46 contains 8963 members 
Mstep: Class 47 contains 1697 members 
Mstep: Class 48 contains 17776 members 
Mstep: Class 49 contains 35407 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100303792.000000 Penalty: 108431.960938
Iteration 124Q: 50 clusters Score -1.003038e+08 nChanged 2031
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 499 members 
Mstep: Class 3 contains 21913 members 
Mstep: Class 4 contains 3279 members 
Mstep: Class 5 contains 22132 members 
Mstep: Class 6 contains 93351 members 
Mstep: Class 7 contains 2821 members 
Mstep: Class 8 contains 149265 members 
Mstep: Class 9 contains 5093 members 
Mstep: Class 10 contains 5278 members 
Mstep: Class 11 contains 8729 members 
Mstep: Class 12 contains 2408 members 
Mstep: Class 13 contains 5088 members 
Mstep: Class 14 contains 7467 members 
Mstep: Class 15 contains 21984 members 
Mstep: Class 16 contains 5530 members 
Mstep: Class 17 contains 4279 members 
Mstep: Class 18 contains 12878 members 
Mstep: Class 19 contains 7824 members 
Mstep: Class 20 contains 4573 members 
Mstep: Class 21 contains 51316 members 
Mstep: Class 22 contains 4512 members 
Mstep: Class 23 contains 9508 members 
Mstep: Class 24 contains 17268 members 
Mstep: Class 25 contains 509 members 
Mstep: Class 26 contains 29162 members 
Mstep: Class 27 contains 3209 members 
Mstep: Class 28 contains 17490 members 
Mstep: Class 29 contains 38397 members 
Mstep: Class 30 contains 19597 members 
Mstep: Class 31 contains 35309 members 
Mstep: Class 32 contains 3342 members 
Mstep: Class 33 contains 6365 members 
Mstep: Class 34 contains 10197 members 
Mstep: Class 35 contains 16614 members 
Mstep: Class 36 contains 12076 members 
Mstep: Class 37 contains 2803 members 
Mstep: Class 38 contains 17403 members 
Mstep: Class 39 contains 3065 members 
Mstep: Class 40 contains 2929 members 
Mstep: Class 41 contains 9768 members 
Mstep: Class 42 contains 6825 members 
Mstep: Class 43 contains 28714 members 
Mstep: Class 44 contains 4218 members 
Mstep: Class 45 contains 20760 members 
Mstep: Class 46 contains 8995 members 
Mstep: Class 47 contains 1705 members 
Mstep: Class 48 contains 17942 members 
Mstep: Class 49 contains 35370 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100304056.000000 Penalty: 108431.960938
Iteration 125Q: 50 clusters Score -1.003041e+08 nChanged 1791
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 499 members 
Mstep: Class 3 contains 21919 members 
Mstep: Class 4 contains 3276 members 
Mstep: Class 5 contains 21996 members 
Mstep: Class 6 contains 93187 members 
Mstep: Class 7 contains 2819 members 
Mstep: Class 8 contains 149243 members 
Mstep: Class 9 contains 5089 members 
Mstep: Class 10 contains 5265 members 
Mstep: Class 11 contains 8726 members 
Mstep: Class 12 contains 2406 members 
Mstep: Class 13 contains 5091 members 
Mstep: Class 14 contains 7473 members 
Mstep: Class 15 contains 22017 members 
Mstep: Class 16 contains 5526 members 
Mstep: Class 17 contains 4284 members 
Mstep: Class 18 contains 12877 members 
Mstep: Class 19 contains 7827 members 
Mstep: Class 20 contains 4570 members 
Mstep: Class 21 contains 51219 members 
Mstep: Class 22 contains 4504 members 
Mstep: Class 23 contains 9497 members 
Mstep: Class 24 contains 17275 members 
Mstep: Class 25 contains 508 members 
Mstep: Class 26 contains 29104 members 
Mstep: Class 27 contains 3206 members 
Mstep: Class 28 contains 17380 members 
Mstep: Class 29 contains 38369 members 
Mstep: Class 30 contains 19609 members 
Mstep: Class 31 contains 35285 members 
Mstep: Class 32 contains 3342 members 
Mstep: Class 33 contains 6368 members 
Mstep: Class 34 contains 10281 members 
Mstep: Class 35 contains 16727 members 
Mstep: Class 36 contains 12081 members 
Mstep: Class 37 contains 2797 members 
Mstep: Class 38 contains 17397 members 
Mstep: Class 39 contains 3156 members 
Mstep: Class 40 contains 2928 members 
Mstep: Class 41 contains 9766 members 
Mstep: Class 42 contains 6838 members 
Mstep: Class 43 contains 28667 members 
Mstep: Class 44 contains 4229 members 
Mstep: Class 45 contains 20926 members 
Mstep: Class 46 contains 9017 members 
Mstep: Class 47 contains 1711 members 
Mstep: Class 48 contains 18155 members 
Mstep: Class 49 contains 35326 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100304144.000000 Penalty: 108431.960938
Iteration 126Q: 50 clusters Score -1.003041e+08 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 499 members 
Mstep: Class 3 contains 21923 members 
Mstep: Class 4 contains 3276 members 
Mstep: Class 5 contains 21872 members 
Mstep: Class 6 contains 93060 members 
Mstep: Class 7 contains 2819 members 
Mstep: Class 8 contains 149218 members 
Mstep: Class 9 contains 5073 members 
Mstep: Class 10 contains 5266 members 
Mstep: Class 11 contains 8721 members 
Mstep: Class 12 contains 2402 members 
Mstep: Class 13 contains 5091 members 
Mstep: Class 14 contains 7468 members 
Mstep: Class 15 contains 22046 members 
Mstep: Class 16 contains 5527 members 
Mstep: Class 17 contains 4283 members 
Mstep: Class 18 contains 12877 members 
Mstep: Class 19 contains 7829 members 
Mstep: Class 20 contains 4566 members 
Mstep: Class 21 contains 51145 members 
Mstep: Class 22 contains 4499 members 
Mstep: Class 23 contains 9488 members 
Mstep: Class 24 contains 17296 members 
Mstep: Class 25 contains 507 members 
Mstep: Class 26 contains 29064 members 
Mstep: Class 27 contains 3205 members 
Mstep: Class 28 contains 17299 members 
Mstep: Class 29 contains 38333 members 
Mstep: Class 30 contains 19619 members 
Mstep: Class 31 contains 35281 members 
Mstep: Class 32 contains 3341 members 
Mstep: Class 33 contains 6369 members 
Mstep: Class 34 contains 10353 members 
Mstep: Class 35 contains 16821 members 
Mstep: Class 36 contains 12081 members 
Mstep: Class 37 contains 2792 members 
Mstep: Class 38 contains 17386 members 
Mstep: Class 39 contains 3249 members 
Mstep: Class 40 contains 2929 members 
Mstep: Class 41 contains 9761 members 
Mstep: Class 42 contains 6860 members 
Mstep: Class 43 contains 28598 members 
Mstep: Class 44 contains 4243 members 
Mstep: Class 45 contains 21056 members 
Mstep: Class 46 contains 9037 members 
Mstep: Class 47 contains 1719 members 
Mstep: Class 48 contains 18339 members 
Mstep: Class 49 contains 35272 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100304232.000000 Penalty: 108431.960938
Iteration 127Q: 50 clusters Score -1.003042e+08 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 499 members 
Mstep: Class 3 contains 21928 members 
Mstep: Class 4 contains 3275 members 
Mstep: Class 5 contains 21788 members 
Mstep: Class 6 contains 92925 members 
Mstep: Class 7 contains 2819 members 
Mstep: Class 8 contains 149195 members 
Mstep: Class 9 contains 5059 members 
Mstep: Class 10 contains 5261 members 
Mstep: Class 11 contains 8717 members 
Mstep: Class 12 contains 2397 members 
Mstep: Class 13 contains 5091 members 
Mstep: Class 14 contains 7462 members 
Mstep: Class 15 contains 22069 members 
Mstep: Class 16 contains 5523 members 
Mstep: Class 17 contains 4277 members 
Mstep: Class 18 contains 12877 members 
Mstep: Class 19 contains 7824 members 
Mstep: Class 20 contains 4559 members 
Mstep: Class 21 contains 51047 members 
Mstep: Class 22 contains 4495 members 
Mstep: Class 23 contains 9486 members 
Mstep: Class 24 contains 17321 members 
Mstep: Class 25 contains 507 members 
Mstep: Class 26 contains 29025 members 
Mstep: Class 27 contains 3208 members 
Mstep: Class 28 contains 17212 members 
Mstep: Class 29 contains 38304 members 
Mstep: Class 30 contains 19632 members 
Mstep: Class 31 contains 35290 members 
Mstep: Class 32 contains 3340 members 
Mstep: Class 33 contains 6371 members 
Mstep: Class 34 contains 10438 members 
Mstep: Class 35 contains 16903 members 
Mstep: Class 36 contains 12085 members 
Mstep: Class 37 contains 2795 members 
Mstep: Class 38 contains 17383 members 
Mstep: Class 39 contains 3334 members 
Mstep: Class 40 contains 2932 members 
Mstep: Class 41 contains 9754 members 
Mstep: Class 42 contains 6874 members 
Mstep: Class 43 contains 28578 members 
Mstep: Class 44 contains 4260 members 
Mstep: Class 45 contains 21145 members 
Mstep: Class 46 contains 9047 members 
Mstep: Class 47 contains 1722 members 
Mstep: Class 48 contains 18495 members 
Mstep: Class 49 contains 35230 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100304416.000000 Penalty: 108431.960938
Iteration 128Q: 50 clusters Score -1.003044e+08 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 499 members 
Mstep: Class 3 contains 21935 members 
Mstep: Class 4 contains 3272 members 
Mstep: Class 5 contains 21718 members 
Mstep: Class 6 contains 92804 members 
Mstep: Class 7 contains 2819 members 
Mstep: Class 8 contains 149196 members 
Mstep: Class 9 contains 5047 members 
Mstep: Class 10 contains 5250 members 
Mstep: Class 11 contains 8715 members 
Mstep: Class 12 contains 2392 members 
Mstep: Class 13 contains 5092 members 
Mstep: Class 14 contains 7451 members 
Mstep: Class 15 contains 22091 members 
Mstep: Class 16 contains 5522 members 
Mstep: Class 17 contains 4275 members 
Mstep: Class 18 contains 12877 members 
Mstep: Class 19 contains 7827 members 
Mstep: Class 20 contains 4559 members 
Mstep: Class 21 contains 50968 members 
Mstep: Class 22 contains 4493 members 
Mstep: Class 23 contains 9486 members 
Mstep: Class 24 contains 17335 members 
Mstep: Class 25 contains 507 members 
Mstep: Class 26 contains 28997 members 
Mstep: Class 27 contains 3209 members 
Mstep: Class 28 contains 17144 members 
Mstep: Class 29 contains 38269 members 
Mstep: Class 30 contains 19653 members 
Mstep: Class 31 contains 35298 members 
Mstep: Class 32 contains 3340 members 
Mstep: Class 33 contains 6369 members 
Mstep: Class 34 contains 10513 members 
Mstep: Class 35 contains 16975 members 
Mstep: Class 36 contains 12088 members 
Mstep: Class 37 contains 2793 members 
Mstep: Class 38 contains 17386 members 
Mstep: Class 39 contains 3407 members 
Mstep: Class 40 contains 2933 members 
Mstep: Class 41 contains 9745 members 
Mstep: Class 42 contains 6880 members 
Mstep: Class 43 contains 28548 members 
Mstep: Class 44 contains 4269 members 
Mstep: Class 45 contains 21208 members 
Mstep: Class 46 contains 9067 members 
Mstep: Class 47 contains 1724 members 
Mstep: Class 48 contains 18624 members 
Mstep: Class 49 contains 35189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100304232.000000 Penalty: 108431.960938
Iteration 129Q: 50 clusters Score -1.003042e+08 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 499 members 
Mstep: Class 3 contains 21939 members 
Mstep: Class 4 contains 3271 members 
Mstep: Class 5 contains 21649 members 
Mstep: Class 6 contains 92693 members 
Mstep: Class 7 contains 2819 members 
Mstep: Class 8 contains 149194 members 
Mstep: Class 9 contains 5040 members 
Mstep: Class 10 contains 5239 members 
Mstep: Class 11 contains 8712 members 
Mstep: Class 12 contains 2392 members 
Mstep: Class 13 contains 5095 members 
Mstep: Class 14 contains 7441 members 
Mstep: Class 15 contains 22108 members 
Mstep: Class 16 contains 5517 members 
Mstep: Class 17 contains 4281 members 
Mstep: Class 18 contains 12877 members 
Mstep: Class 19 contains 7828 members 
Mstep: Class 20 contains 4560 members 
Mstep: Class 21 contains 50892 members 
Mstep: Class 22 contains 4492 members 
Mstep: Class 23 contains 9493 members 
Mstep: Class 24 contains 17347 members 
Mstep: Class 25 contains 507 members 
Mstep: Class 26 contains 28961 members 
Mstep: Class 27 contains 3207 members 
Mstep: Class 28 contains 17083 members 
Mstep: Class 29 contains 38243 members 
Mstep: Class 30 contains 19662 members 
Mstep: Class 31 contains 35302 members 
Mstep: Class 32 contains 3339 members 
Mstep: Class 33 contains 6369 members 
Mstep: Class 34 contains 10581 members 
Mstep: Class 35 contains 17042 members 
Mstep: Class 36 contains 12088 members 
Mstep: Class 37 contains 2790 members 
Mstep: Class 38 contains 17380 members 
Mstep: Class 39 contains 3477 members 
Mstep: Class 40 contains 2935 members 
Mstep: Class 41 contains 9730 members 
Mstep: Class 42 contains 6891 members 
Mstep: Class 43 contains 28520 members 
Mstep: Class 44 contains 4280 members 
Mstep: Class 45 contains 21271 members 
Mstep: Class 46 contains 9091 members 
Mstep: Class 47 contains 1732 members 
Mstep: Class 48 contains 18735 members 
Mstep: Class 49 contains 35164 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100304440.000000 Penalty: 108431.960938
Iteration 130Q: 50 clusters Score -1.003044e+08 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 499 members 
Mstep: Class 3 contains 21950 members 
Mstep: Class 4 contains 3271 members 
Mstep: Class 5 contains 21555 members 
Mstep: Class 6 contains 92610 members 
Mstep: Class 7 contains 2818 members 
Mstep: Class 8 contains 149184 members 
Mstep: Class 9 contains 5037 members 
Mstep: Class 10 contains 5232 members 
Mstep: Class 11 contains 8712 members 
Mstep: Class 12 contains 2390 members 
Mstep: Class 13 contains 5096 members 
Mstep: Class 14 contains 7435 members 
Mstep: Class 15 contains 22117 members 
Mstep: Class 16 contains 5515 members 
Mstep: Class 17 contains 4282 members 
Mstep: Class 18 contains 12877 members 
Mstep: Class 19 contains 7825 members 
Mstep: Class 20 contains 4560 members 
Mstep: Class 21 contains 50818 members 
Mstep: Class 22 contains 4490 members 
Mstep: Class 23 contains 9489 members 
Mstep: Class 24 contains 17360 members 
Mstep: Class 25 contains 507 members 
Mstep: Class 26 contains 28917 members 
Mstep: Class 27 contains 3205 members 
Mstep: Class 28 contains 17036 members 
Mstep: Class 29 contains 38220 members 
Mstep: Class 30 contains 19666 members 
Mstep: Class 31 contains 35320 members 
Mstep: Class 32 contains 3339 members 
Mstep: Class 33 contains 6366 members 
Mstep: Class 34 contains 10651 members 
Mstep: Class 35 contains 17095 members 
Mstep: Class 36 contains 12089 members 
Mstep: Class 37 contains 2788 members 
Mstep: Class 38 contains 17378 members 
Mstep: Class 39 contains 3524 members 
Mstep: Class 40 contains 2934 members 
Mstep: Class 41 contains 9719 members 
Mstep: Class 42 contains 6901 members 
Mstep: Class 43 contains 28499 members 
Mstep: Class 44 contains 4286 members 
Mstep: Class 45 contains 21318 members 
Mstep: Class 46 contains 9111 members 
Mstep: Class 47 contains 1737 members 
Mstep: Class 48 contains 18833 members 
Mstep: Class 49 contains 35197 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100304400.000000 Penalty: 108431.960938
Iteration 131Q: 50 clusters Score -1.003044e+08 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 499 members 
Mstep: Class 3 contains 21959 members 
Mstep: Class 4 contains 3270 members 
Mstep: Class 5 contains 21469 members 
Mstep: Class 6 contains 92535 members 
Mstep: Class 7 contains 2818 members 
Mstep: Class 8 contains 149178 members 
Mstep: Class 9 contains 5032 members 
Mstep: Class 10 contains 5217 members 
Mstep: Class 11 contains 8711 members 
Mstep: Class 12 contains 2389 members 
Mstep: Class 13 contains 5098 members 
Mstep: Class 14 contains 7425 members 
Mstep: Class 15 contains 22128 members 
Mstep: Class 16 contains 5514 members 
Mstep: Class 17 contains 4286 members 
Mstep: Class 18 contains 12877 members 
Mstep: Class 19 contains 7818 members 
Mstep: Class 20 contains 4556 members 
Mstep: Class 21 contains 50754 members 
Mstep: Class 22 contains 4489 members 
Mstep: Class 23 contains 9485 members 
Mstep: Class 24 contains 17377 members 
Mstep: Class 25 contains 507 members 
Mstep: Class 26 contains 28894 members 
Mstep: Class 27 contains 3205 members 
Mstep: Class 28 contains 17008 members 
Mstep: Class 29 contains 38191 members 
Mstep: Class 30 contains 19664 members 
Mstep: Class 31 contains 35352 members 
Mstep: Class 32 contains 3340 members 
Mstep: Class 33 contains 6361 members 
Mstep: Class 34 contains 10693 members 
Mstep: Class 35 contains 17146 members 
Mstep: Class 36 contains 12094 members 
Mstep: Class 37 contains 2785 members 
Mstep: Class 38 contains 17376 members 
Mstep: Class 39 contains 3578 members 
Mstep: Class 40 contains 2933 members 
Mstep: Class 41 contains 9708 members 
Mstep: Class 42 contains 6907 members 
Mstep: Class 43 contains 28462 members 
Mstep: Class 44 contains 4292 members 
Mstep: Class 45 contains 21347 members 
Mstep: Class 46 contains 9131 members 
Mstep: Class 47 contains 1746 members 
Mstep: Class 48 contains 18941 members 
Mstep: Class 49 contains 35212 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100304576.000000 Penalty: 108431.960938
Iteration 132Q: 50 clusters Score -1.003046e+08 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 499 members 
Mstep: Class 3 contains 21965 members 
Mstep: Class 4 contains 3269 members 
Mstep: Class 5 contains 21414 members 
Mstep: Class 6 contains 92477 members 
Mstep: Class 7 contains 2818 members 
Mstep: Class 8 contains 149173 members 
Mstep: Class 9 contains 5026 members 
Mstep: Class 10 contains 5215 members 
Mstep: Class 11 contains 8710 members 
Mstep: Class 12 contains 2388 members 
Mstep: Class 13 contains 5103 members 
Mstep: Class 14 contains 7424 members 
Mstep: Class 15 contains 22143 members 
Mstep: Class 16 contains 5509 members 
Mstep: Class 17 contains 4289 members 
Mstep: Class 18 contains 12877 members 
Mstep: Class 19 contains 7814 members 
Mstep: Class 20 contains 4551 members 
Mstep: Class 21 contains 50691 members 
Mstep: Class 22 contains 4486 members 
Mstep: Class 23 contains 9479 members 
Mstep: Class 24 contains 17389 members 
Mstep: Class 25 contains 507 members 
Mstep: Class 26 contains 28866 members 
Mstep: Class 27 contains 3202 members 
Mstep: Class 28 contains 16961 members 
Mstep: Class 29 contains 38172 members 
Mstep: Class 30 contains 19656 members 
Mstep: Class 31 contains 35365 members 
Mstep: Class 32 contains 3340 members 
Mstep: Class 33 contains 6357 members 
Mstep: Class 34 contains 10730 members 
Mstep: Class 35 contains 17200 members 
Mstep: Class 36 contains 12094 members 
Mstep: Class 37 contains 2784 members 
Mstep: Class 38 contains 17367 members 
Mstep: Class 39 contains 3631 members 
Mstep: Class 40 contains 2943 members 
Mstep: Class 41 contains 9703 members 
Mstep: Class 42 contains 6914 members 
Mstep: Class 43 contains 28444 members 
Mstep: Class 44 contains 4293 members 
Mstep: Class 45 contains 21372 members 
Mstep: Class 46 contains 9157 members 
Mstep: Class 47 contains 1748 members 
Mstep: Class 48 contains 19015 members 
Mstep: Class 49 contains 35227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100304552.000000 Penalty: 108431.960938
Iteration 133Q: 50 clusters Score -1.003046e+08 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 499 members 
Mstep: Class 3 contains 21966 members 
Mstep: Class 4 contains 3268 members 
Mstep: Class 5 contains 21373 members 
Mstep: Class 6 contains 92431 members 
Mstep: Class 7 contains 2818 members 
Mstep: Class 8 contains 149148 members 
Mstep: Class 9 contains 5027 members 
Mstep: Class 10 contains 5210 members 
Mstep: Class 11 contains 8708 members 
Mstep: Class 12 contains 2387 members 
Mstep: Class 13 contains 5104 members 
Mstep: Class 14 contains 7420 members 
Mstep: Class 15 contains 22163 members 
Mstep: Class 16 contains 5511 members 
Mstep: Class 17 contains 4295 members 
Mstep: Class 18 contains 12877 members 
Mstep: Class 19 contains 7808 members 
Mstep: Class 20 contains 4552 members 
Mstep: Class 21 contains 50627 members 
Mstep: Class 22 contains 4486 members 
Mstep: Class 23 contains 9472 members 
Mstep: Class 24 contains 17402 members 
Mstep: Class 25 contains 507 members 
Mstep: Class 26 contains 28838 members 
Mstep: Class 27 contains 3201 members 
Mstep: Class 28 contains 16902 members 
Mstep: Class 29 contains 38165 members 
Mstep: Class 30 contains 19647 members 
Mstep: Class 31 contains 35388 members 
Mstep: Class 32 contains 3340 members 
Mstep: Class 33 contains 6353 members 
Mstep: Class 34 contains 10760 members 
Mstep: Class 35 contains 17256 members 
Mstep: Class 36 contains 12093 members 
Mstep: Class 37 contains 2779 members 
Mstep: Class 38 contains 17359 members 
Mstep: Class 39 contains 3685 members 
Mstep: Class 40 contains 2944 members 
Mstep: Class 41 contains 9697 members 
Mstep: Class 42 contains 6926 members 
Mstep: Class 43 contains 28414 members 
Mstep: Class 44 contains 4293 members 
Mstep: Class 45 contains 21384 members 
Mstep: Class 46 contains 9178 members 
Mstep: Class 47 contains 1752 members 
Mstep: Class 48 contains 19097 members 
Mstep: Class 49 contains 35247 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100304376.000000 Penalty: 108431.960938
Iteration 134Q: 50 clusters Score -1.003044e+08 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 499 members 
Mstep: Class 3 contains 21967 members 
Mstep: Class 4 contains 3266 members 
Mstep: Class 5 contains 21329 members 
Mstep: Class 6 contains 92402 members 
Mstep: Class 7 contains 2818 members 
Mstep: Class 8 contains 149133 members 
Mstep: Class 9 contains 5027 members 
Mstep: Class 10 contains 5202 members 
Mstep: Class 11 contains 8706 members 
Mstep: Class 12 contains 2388 members 
Mstep: Class 13 contains 5108 members 
Mstep: Class 14 contains 7414 members 
Mstep: Class 15 contains 22174 members 
Mstep: Class 16 contains 5509 members 
Mstep: Class 17 contains 4296 members 
Mstep: Class 18 contains 12875 members 
Mstep: Class 19 contains 7807 members 
Mstep: Class 20 contains 4552 members 
Mstep: Class 21 contains 50557 members 
Mstep: Class 22 contains 4488 members 
Mstep: Class 23 contains 9470 members 
Mstep: Class 24 contains 17410 members 
Mstep: Class 25 contains 507 members 
Mstep: Class 26 contains 28819 members 
Mstep: Class 27 contains 3201 members 
Mstep: Class 28 contains 16842 members 
Mstep: Class 29 contains 38158 members 
Mstep: Class 30 contains 19641 members 
Mstep: Class 31 contains 35407 members 
Mstep: Class 32 contains 3341 members 
Mstep: Class 33 contains 6352 members 
Mstep: Class 34 contains 10789 members 
Mstep: Class 35 contains 17300 members 
Mstep: Class 36 contains 12093 members 
Mstep: Class 37 contains 2778 members 
Mstep: Class 38 contains 17354 members 
Mstep: Class 39 contains 3737 members 
Mstep: Class 40 contains 2945 members 
Mstep: Class 41 contains 9694 members 
Mstep: Class 42 contains 6940 members 
Mstep: Class 43 contains 28400 members 
Mstep: Class 44 contains 4293 members 
Mstep: Class 45 contains 21391 members 
Mstep: Class 46 contains 9202 members 
Mstep: Class 47 contains 1755 members 
Mstep: Class 48 contains 19166 members 
Mstep: Class 49 contains 35255 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100304360.000000 Penalty: 108431.960938
Iteration 135Q: 50 clusters Score -1.003044e+08 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 499 members 
Mstep: Class 3 contains 21970 members 
Mstep: Class 4 contains 3266 members 
Mstep: Class 5 contains 21276 members 
Mstep: Class 6 contains 92386 members 
Mstep: Class 7 contains 2818 members 
Mstep: Class 8 contains 149130 members 
Mstep: Class 9 contains 5022 members 
Mstep: Class 10 contains 5202 members 
Mstep: Class 11 contains 8703 members 
Mstep: Class 12 contains 2387 members 
Mstep: Class 13 contains 5114 members 
Mstep: Class 14 contains 7404 members 
Mstep: Class 15 contains 22185 members 
Mstep: Class 16 contains 5506 members 
Mstep: Class 17 contains 4297 members 
Mstep: Class 18 contains 12874 members 
Mstep: Class 19 contains 7809 members 
Mstep: Class 20 contains 4558 members 
Mstep: Class 21 contains 50495 members 
Mstep: Class 22 contains 4490 members 
Mstep: Class 23 contains 9463 members 
Mstep: Class 24 contains 17413 members 
Mstep: Class 25 contains 507 members 
Mstep: Class 26 contains 28806 members 
Mstep: Class 27 contains 3201 members 
Mstep: Class 28 contains 16787 members 
Mstep: Class 29 contains 38148 members 
Mstep: Class 30 contains 19643 members 
Mstep: Class 31 contains 35423 members 
Mstep: Class 32 contains 3341 members 
Mstep: Class 33 contains 6350 members 
Mstep: Class 34 contains 10818 members 
Mstep: Class 35 contains 17337 members 
Mstep: Class 36 contains 12094 members 
Mstep: Class 37 contains 2778 members 
Mstep: Class 38 contains 17351 members 
Mstep: Class 39 contains 3777 members 
Mstep: Class 40 contains 2949 members 
Mstep: Class 41 contains 9694 members 
Mstep: Class 42 contains 6948 members 
Mstep: Class 43 contains 28358 members 
Mstep: Class 44 contains 4293 members 
Mstep: Class 45 contains 21405 members 
Mstep: Class 46 contains 9225 members 
Mstep: Class 47 contains 1759 members 
Mstep: Class 48 contains 19257 members 
Mstep: Class 49 contains 35241 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100304528.000000 Penalty: 108431.960938
Iteration 136Q: 50 clusters Score -1.003045e+08 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 499 members 
Mstep: Class 3 contains 21974 members 
Mstep: Class 4 contains 3265 members 
Mstep: Class 5 contains 21228 members 
Mstep: Class 6 contains 92346 members 
Mstep: Class 7 contains 2818 members 
Mstep: Class 8 contains 149129 members 
Mstep: Class 9 contains 5020 members 
Mstep: Class 10 contains 5199 members 
Mstep: Class 11 contains 8699 members 
Mstep: Class 12 contains 2385 members 
Mstep: Class 13 contains 5120 members 
Mstep: Class 14 contains 7393 members 
Mstep: Class 15 contains 22192 members 
Mstep: Class 16 contains 5508 members 
Mstep: Class 17 contains 4295 members 
Mstep: Class 18 contains 12873 members 
Mstep: Class 19 contains 7806 members 
Mstep: Class 20 contains 4560 members 
Mstep: Class 21 contains 50438 members 
Mstep: Class 22 contains 4485 members 
Mstep: Class 23 contains 9461 members 
Mstep: Class 24 contains 17426 members 
Mstep: Class 25 contains 507 members 
Mstep: Class 26 contains 28793 members 
Mstep: Class 27 contains 3198 members 
Mstep: Class 28 contains 16738 members 
Mstep: Class 29 contains 38140 members 
Mstep: Class 30 contains 19643 members 
Mstep: Class 31 contains 35443 members 
Mstep: Class 32 contains 3341 members 
Mstep: Class 33 contains 6350 members 
Mstep: Class 34 contains 10850 members 
Mstep: Class 35 contains 17363 members 
Mstep: Class 36 contains 12094 members 
Mstep: Class 37 contains 2779 members 
Mstep: Class 38 contains 17349 members 
Mstep: Class 39 contains 3822 members 
Mstep: Class 40 contains 2954 members 
Mstep: Class 41 contains 9693 members 
Mstep: Class 42 contains 6957 members 
Mstep: Class 43 contains 28322 members 
Mstep: Class 44 contains 4295 members 
Mstep: Class 45 contains 21420 members 
Mstep: Class 46 contains 9238 members 
Mstep: Class 47 contains 1758 members 
Mstep: Class 48 contains 19348 members 
Mstep: Class 49 contains 35243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100304624.000000 Penalty: 108431.960938
Iteration 137Q: 50 clusters Score -1.003046e+08 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 499 members 
Mstep: Class 3 contains 21977 members 
Mstep: Class 4 contains 3265 members 
Mstep: Class 5 contains 21175 members 
Mstep: Class 6 contains 92294 members 
Mstep: Class 7 contains 2817 members 
Mstep: Class 8 contains 149125 members 
Mstep: Class 9 contains 5018 members 
Mstep: Class 10 contains 5197 members 
Mstep: Class 11 contains 8699 members 
Mstep: Class 12 contains 2381 members 
Mstep: Class 13 contains 5122 members 
Mstep: Class 14 contains 7382 members 
Mstep: Class 15 contains 22204 members 
Mstep: Class 16 contains 5506 members 
Mstep: Class 17 contains 4295 members 
Mstep: Class 18 contains 12872 members 
Mstep: Class 19 contains 7806 members 
Mstep: Class 20 contains 4561 members 
Mstep: Class 21 contains 50392 members 
Mstep: Class 22 contains 4486 members 
Mstep: Class 23 contains 9461 members 
Mstep: Class 24 contains 17433 members 
Mstep: Class 25 contains 507 members 
Mstep: Class 26 contains 28778 members 
Mstep: Class 27 contains 3195 members 
Mstep: Class 28 contains 16703 members 
Mstep: Class 29 contains 38130 members 
Mstep: Class 30 contains 19645 members 
Mstep: Class 31 contains 35465 members 
Mstep: Class 32 contains 3341 members 
Mstep: Class 33 contains 6347 members 
Mstep: Class 34 contains 10884 members 
Mstep: Class 35 contains 17390 members 
Mstep: Class 36 contains 12095 members 
Mstep: Class 37 contains 2777 members 
Mstep: Class 38 contains 17347 members 
Mstep: Class 39 contains 3868 members 
Mstep: Class 40 contains 2958 members 
Mstep: Class 41 contains 9689 members 
Mstep: Class 42 contains 6964 members 
Mstep: Class 43 contains 28277 members 
Mstep: Class 44 contains 4296 members 
Mstep: Class 45 contains 21431 members 
Mstep: Class 46 contains 9251 members 
Mstep: Class 47 contains 1757 members 
Mstep: Class 48 contains 19446 members 
Mstep: Class 49 contains 35249 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100304464.000000 Penalty: 108431.960938
Iteration 138Q: 50 clusters Score -1.003045e+08 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 498 members 
Mstep: Class 3 contains 21978 members 
Mstep: Class 4 contains 3264 members 
Mstep: Class 5 contains 21130 members 
Mstep: Class 6 contains 92263 members 
Mstep: Class 7 contains 2817 members 
Mstep: Class 8 contains 149124 members 
Mstep: Class 9 contains 5020 members 
Mstep: Class 10 contains 5192 members 
Mstep: Class 11 contains 8698 members 
Mstep: Class 12 contains 2381 members 
Mstep: Class 13 contains 5122 members 
Mstep: Class 14 contains 7381 members 
Mstep: Class 15 contains 22212 members 
Mstep: Class 16 contains 5505 members 
Mstep: Class 17 contains 4297 members 
Mstep: Class 18 contains 12873 members 
Mstep: Class 19 contains 7803 members 
Mstep: Class 20 contains 4563 members 
Mstep: Class 21 contains 50341 members 
Mstep: Class 22 contains 4489 members 
Mstep: Class 23 contains 9461 members 
Mstep: Class 24 contains 17445 members 
Mstep: Class 25 contains 507 members 
Mstep: Class 26 contains 28761 members 
Mstep: Class 27 contains 3190 members 
Mstep: Class 28 contains 16679 members 
Mstep: Class 29 contains 38119 members 
Mstep: Class 30 contains 19646 members 
Mstep: Class 31 contains 35489 members 
Mstep: Class 32 contains 3342 members 
Mstep: Class 33 contains 6346 members 
Mstep: Class 34 contains 10905 members 
Mstep: Class 35 contains 17414 members 
Mstep: Class 36 contains 12093 members 
Mstep: Class 37 contains 2776 members 
Mstep: Class 38 contains 17346 members 
Mstep: Class 39 contains 3911 members 
Mstep: Class 40 contains 2960 members 
Mstep: Class 41 contains 9682 members 
Mstep: Class 42 contains 6973 members 
Mstep: Class 43 contains 28207 members 
Mstep: Class 44 contains 4297 members 
Mstep: Class 45 contains 21441 members 
Mstep: Class 46 contains 9262 members 
Mstep: Class 47 contains 1755 members 
Mstep: Class 48 contains 19554 members 
Mstep: Class 49 contains 35245 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100304624.000000 Penalty: 108431.960938
Iteration 139Q: 50 clusters Score -1.003046e+08 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 498 members 
Mstep: Class 3 contains 21978 members 
Mstep: Class 4 contains 3264 members 
Mstep: Class 5 contains 21084 members 
Mstep: Class 6 contains 92228 members 
Mstep: Class 7 contains 2817 members 
Mstep: Class 8 contains 149127 members 
Mstep: Class 9 contains 5019 members 
Mstep: Class 10 contains 5182 members 
Mstep: Class 11 contains 8699 members 
Mstep: Class 12 contains 2381 members 
Mstep: Class 13 contains 5125 members 
Mstep: Class 14 contains 7376 members 
Mstep: Class 15 contains 22216 members 
Mstep: Class 16 contains 5505 members 
Mstep: Class 17 contains 4297 members 
Mstep: Class 18 contains 12873 members 
Mstep: Class 19 contains 7807 members 
Mstep: Class 20 contains 4566 members 
Mstep: Class 21 contains 50279 members 
Mstep: Class 22 contains 4487 members 
Mstep: Class 23 contains 9456 members 
Mstep: Class 24 contains 17452 members 
Mstep: Class 25 contains 507 members 
Mstep: Class 26 contains 28745 members 
Mstep: Class 27 contains 3189 members 
Mstep: Class 28 contains 16658 members 
Mstep: Class 29 contains 38108 members 
Mstep: Class 30 contains 19652 members 
Mstep: Class 31 contains 35514 members 
Mstep: Class 32 contains 3344 members 
Mstep: Class 33 contains 6342 members 
Mstep: Class 34 contains 10929 members 
Mstep: Class 35 contains 17435 members 
Mstep: Class 36 contains 12094 members 
Mstep: Class 37 contains 2774 members 
Mstep: Class 38 contains 17346 members 
Mstep: Class 39 contains 3942 members 
Mstep: Class 40 contains 2962 members 
Mstep: Class 41 contains 9683 members 
Mstep: Class 42 contains 6978 members 
Mstep: Class 43 contains 28149 members 
Mstep: Class 44 contains 4299 members 
Mstep: Class 45 contains 21463 members 
Mstep: Class 46 contains 9270 members 
Mstep: Class 47 contains 1754 members 
Mstep: Class 48 contains 19664 members 
Mstep: Class 49 contains 35240 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100304704.000000 Penalty: 108431.960938
Iteration 140F: 50 clusters Score -1.003047e+08 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 497 members 
Mstep: Class 3 contains 21976 members 
Mstep: Class 4 contains 3264 members 
Mstep: Class 5 contains 21042 members 
Mstep: Class 6 contains 92209 members 
Mstep: Class 7 contains 2817 members 
Mstep: Class 8 contains 149124 members 
Mstep: Class 9 contains 5019 members 
Mstep: Class 10 contains 5178 members 
Mstep: Class 11 contains 8699 members 
Mstep: Class 12 contains 2381 members 
Mstep: Class 13 contains 5128 members 
Mstep: Class 14 contains 7370 members 
Mstep: Class 15 contains 22221 members 
Mstep: Class 16 contains 5505 members 
Mstep: Class 17 contains 4296 members 
Mstep: Class 18 contains 12873 members 
Mstep: Class 19 contains 7812 members 
Mstep: Class 20 contains 4565 members 
Mstep: Class 21 contains 50228 members 
Mstep: Class 22 contains 4489 members 
Mstep: Class 23 contains 9454 members 
Mstep: Class 24 contains 17460 members 
Mstep: Class 25 contains 507 members 
Mstep: Class 26 contains 28736 members 
Mstep: Class 27 contains 3186 members 
Mstep: Class 28 contains 16628 members 
Mstep: Class 29 contains 38099 members 
Mstep: Class 30 contains 19663 members 
Mstep: Class 31 contains 35528 members 
Mstep: Class 32 contains 3345 members 
Mstep: Class 33 contains 6339 members 
Mstep: Class 34 contains 10941 members 
Mstep: Class 35 contains 17460 members 
Mstep: Class 36 contains 12096 members 
Mstep: Class 37 contains 2773 members 
Mstep: Class 38 contains 17345 members 
Mstep: Class 39 contains 3970 members 
Mstep: Class 40 contains 2963 members 
Mstep: Class 41 contains 9680 members 
Mstep: Class 42 contains 6984 members 
Mstep: Class 43 contains 28090 members 
Mstep: Class 44 contains 4301 members 
Mstep: Class 45 contains 21483 members 
Mstep: Class 46 contains 9280 members 
Mstep: Class 47 contains 1755 members 
Mstep: Class 48 contains 19767 members 
Mstep: Class 49 contains 35231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100304736.000000 Penalty: 108431.960938
Iteration 141Q: 50 clusters Score -1.003047e+08 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 497 members 
Mstep: Class 3 contains 21977 members 
Mstep: Class 4 contains 3263 members 
Mstep: Class 5 contains 20997 members 
Mstep: Class 6 contains 92208 members 
Mstep: Class 7 contains 2816 members 
Mstep: Class 8 contains 149123 members 
Mstep: Class 9 contains 5018 members 
Mstep: Class 10 contains 5170 members 
Mstep: Class 11 contains 8699 members 
Mstep: Class 12 contains 2381 members 
Mstep: Class 13 contains 5135 members 
Mstep: Class 14 contains 7364 members 
Mstep: Class 15 contains 22229 members 
Mstep: Class 16 contains 5504 members 
Mstep: Class 17 contains 4299 members 
Mstep: Class 18 contains 12873 members 
Mstep: Class 19 contains 7813 members 
Mstep: Class 20 contains 4567 members 
Mstep: Class 21 contains 50178 members 
Mstep: Class 22 contains 4489 members 
Mstep: Class 23 contains 9453 members 
Mstep: Class 24 contains 17461 members 
Mstep: Class 25 contains 507 members 
Mstep: Class 26 contains 28729 members 
Mstep: Class 27 contains 3187 members 
Mstep: Class 28 contains 16597 members 
Mstep: Class 29 contains 38085 members 
Mstep: Class 30 contains 19673 members 
Mstep: Class 31 contains 35538 members 
Mstep: Class 32 contains 3345 members 
Mstep: Class 33 contains 6339 members 
Mstep: Class 34 contains 10957 members 
Mstep: Class 35 contains 17491 members 
Mstep: Class 36 contains 12095 members 
Mstep: Class 37 contains 2771 members 
Mstep: Class 38 contains 17345 members 
Mstep: Class 39 contains 3998 members 
Mstep: Class 40 contains 2965 members 
Mstep: Class 41 contains 9678 members 
Mstep: Class 42 contains 6983 members 
Mstep: Class 43 contains 28053 members 
Mstep: Class 44 contains 4300 members 
Mstep: Class 45 contains 21500 members 
Mstep: Class 46 contains 9298 members 
Mstep: Class 47 contains 1756 members 
Mstep: Class 48 contains 19831 members 
Mstep: Class 49 contains 35222 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100304792.000000 Penalty: 108431.960938
Iteration 142Q: 50 clusters Score -1.003048e+08 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 497 members 
Mstep: Class 3 contains 21979 members 
Mstep: Class 4 contains 3262 members 
Mstep: Class 5 contains 20952 members 
Mstep: Class 6 contains 92203 members 
Mstep: Class 7 contains 2816 members 
Mstep: Class 8 contains 149115 members 
Mstep: Class 9 contains 5018 members 
Mstep: Class 10 contains 5163 members 
Mstep: Class 11 contains 8698 members 
Mstep: Class 12 contains 2380 members 
Mstep: Class 13 contains 5139 members 
Mstep: Class 14 contains 7361 members 
Mstep: Class 15 contains 22236 members 
Mstep: Class 16 contains 5501 members 
Mstep: Class 17 contains 4304 members 
Mstep: Class 18 contains 12873 members 
Mstep: Class 19 contains 7814 members 
Mstep: Class 20 contains 4567 members 
Mstep: Class 21 contains 50136 members 
Mstep: Class 22 contains 4490 members 
Mstep: Class 23 contains 9444 members 
Mstep: Class 24 contains 17466 members 
Mstep: Class 25 contains 507 members 
Mstep: Class 26 contains 28725 members 
Mstep: Class 27 contains 3187 members 
Mstep: Class 28 contains 16562 members 
Mstep: Class 29 contains 38069 members 
Mstep: Class 30 contains 19683 members 
Mstep: Class 31 contains 35553 members 
Mstep: Class 32 contains 3345 members 
Mstep: Class 33 contains 6338 members 
Mstep: Class 34 contains 10988 members 
Mstep: Class 35 contains 17514 members 
Mstep: Class 36 contains 12094 members 
Mstep: Class 37 contains 2773 members 
Mstep: Class 38 contains 17344 members 
Mstep: Class 39 contains 4029 members 
Mstep: Class 40 contains 2965 members 
Mstep: Class 41 contains 9674 members 
Mstep: Class 42 contains 6983 members 
Mstep: Class 43 contains 28016 members 
Mstep: Class 44 contains 4301 members 
Mstep: Class 45 contains 21524 members 
Mstep: Class 46 contains 9314 members 
Mstep: Class 47 contains 1756 members 
Mstep: Class 48 contains 19890 members 
Mstep: Class 49 contains 35209 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100304840.000000 Penalty: 108431.960938
Iteration 143Q: 50 clusters Score -1.003048e+08 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 497 members 
Mstep: Class 3 contains 21979 members 
Mstep: Class 4 contains 3260 members 
Mstep: Class 5 contains 20913 members 
Mstep: Class 6 contains 92185 members 
Mstep: Class 7 contains 2816 members 
Mstep: Class 8 contains 149115 members 
Mstep: Class 9 contains 5016 members 
Mstep: Class 10 contains 5157 members 
Mstep: Class 11 contains 8697 members 
Mstep: Class 12 contains 2381 members 
Mstep: Class 13 contains 5143 members 
Mstep: Class 14 contains 7356 members 
Mstep: Class 15 contains 22243 members 
Mstep: Class 16 contains 5498 members 
Mstep: Class 17 contains 4305 members 
Mstep: Class 18 contains 12873 members 
Mstep: Class 19 contains 7815 members 
Mstep: Class 20 contains 4568 members 
Mstep: Class 21 contains 50096 members 
Mstep: Class 22 contains 4491 members 
Mstep: Class 23 contains 9437 members 
Mstep: Class 24 contains 17465 members 
Mstep: Class 25 contains 507 members 
Mstep: Class 26 contains 28724 members 
Mstep: Class 27 contains 3187 members 
Mstep: Class 28 contains 16526 members 
Mstep: Class 29 contains 38060 members 
Mstep: Class 30 contains 19685 members 
Mstep: Class 31 contains 35562 members 
Mstep: Class 32 contains 3345 members 
Mstep: Class 33 contains 6336 members 
Mstep: Class 34 contains 11022 members 
Mstep: Class 35 contains 17533 members 
Mstep: Class 36 contains 12093 members 
Mstep: Class 37 contains 2772 members 
Mstep: Class 38 contains 17342 members 
Mstep: Class 39 contains 4055 members 
Mstep: Class 40 contains 2966 members 
Mstep: Class 41 contains 9676 members 
Mstep: Class 42 contains 6989 members 
Mstep: Class 43 contains 27979 members 
Mstep: Class 44 contains 4301 members 
Mstep: Class 45 contains 21546 members 
Mstep: Class 46 contains 9325 members 
Mstep: Class 47 contains 1756 members 
Mstep: Class 48 contains 19964 members 
Mstep: Class 49 contains 35200 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100304904.000000 Penalty: 108431.960938
Iteration 144Q: 50 clusters Score -1.003049e+08 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 497 members 
Mstep: Class 3 contains 21980 members 
Mstep: Class 4 contains 3258 members 
Mstep: Class 5 contains 20882 members 
Mstep: Class 6 contains 92167 members 
Mstep: Class 7 contains 2816 members 
Mstep: Class 8 contains 149116 members 
Mstep: Class 9 contains 5014 members 
Mstep: Class 10 contains 5157 members 
Mstep: Class 11 contains 8697 members 
Mstep: Class 12 contains 2383 members 
Mstep: Class 13 contains 5149 members 
Mstep: Class 14 contains 7351 members 
Mstep: Class 15 contains 22245 members 
Mstep: Class 16 contains 5494 members 
Mstep: Class 17 contains 4306 members 
Mstep: Class 18 contains 12873 members 
Mstep: Class 19 contains 7819 members 
Mstep: Class 20 contains 4568 members 
Mstep: Class 21 contains 50048 members 
Mstep: Class 22 contains 4491 members 
Mstep: Class 23 contains 9431 members 
Mstep: Class 24 contains 17470 members 
Mstep: Class 25 contains 507 members 
Mstep: Class 26 contains 28715 members 
Mstep: Class 27 contains 3186 members 
Mstep: Class 28 contains 16511 members 
Mstep: Class 29 contains 38053 members 
Mstep: Class 30 contains 19688 members 
Mstep: Class 31 contains 35561 members 
Mstep: Class 32 contains 3345 members 
Mstep: Class 33 contains 6336 members 
Mstep: Class 34 contains 11049 members 
Mstep: Class 35 contains 17546 members 
Mstep: Class 36 contains 12093 members 
Mstep: Class 37 contains 2772 members 
Mstep: Class 38 contains 17338 members 
Mstep: Class 39 contains 4081 members 
Mstep: Class 40 contains 2966 members 
Mstep: Class 41 contains 9676 members 
Mstep: Class 42 contains 6992 members 
Mstep: Class 43 contains 27936 members 
Mstep: Class 44 contains 4301 members 
Mstep: Class 45 contains 21565 members 
Mstep: Class 46 contains 9340 members 
Mstep: Class 47 contains 1756 members 
Mstep: Class 48 contains 20034 members 
Mstep: Class 49 contains 35198 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100304696.000000 Penalty: 108431.960938
Iteration 145Q: 50 clusters Score -1.003047e+08 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 497 members 
Mstep: Class 3 contains 21981 members 
Mstep: Class 4 contains 3257 members 
Mstep: Class 5 contains 20835 members 
Mstep: Class 6 contains 92152 members 
Mstep: Class 7 contains 2816 members 
Mstep: Class 8 contains 149122 members 
Mstep: Class 9 contains 5012 members 
Mstep: Class 10 contains 5159 members 
Mstep: Class 11 contains 8695 members 
Mstep: Class 12 contains 2382 members 
Mstep: Class 13 contains 5149 members 
Mstep: Class 14 contains 7348 members 
Mstep: Class 15 contains 22248 members 
Mstep: Class 16 contains 5493 members 
Mstep: Class 17 contains 4307 members 
Mstep: Class 18 contains 12873 members 
Mstep: Class 19 contains 7823 members 
Mstep: Class 20 contains 4567 members 
Mstep: Class 21 contains 49996 members 
Mstep: Class 22 contains 4489 members 
Mstep: Class 23 contains 9422 members 
Mstep: Class 24 contains 17474 members 
Mstep: Class 25 contains 507 members 
Mstep: Class 26 contains 28708 members 
Mstep: Class 27 contains 3187 members 
Mstep: Class 28 contains 16496 members 
Mstep: Class 29 contains 38046 members 
Mstep: Class 30 contains 19685 members 
Mstep: Class 31 contains 35579 members 
Mstep: Class 32 contains 3345 members 
Mstep: Class 33 contains 6337 members 
Mstep: Class 34 contains 11075 members 
Mstep: Class 35 contains 17560 members 
Mstep: Class 36 contains 12093 members 
Mstep: Class 37 contains 2774 members 
Mstep: Class 38 contains 17333 members 
Mstep: Class 39 contains 4108 members 
Mstep: Class 40 contains 2966 members 
Mstep: Class 41 contains 9674 members 
Mstep: Class 42 contains 7003 members 
Mstep: Class 43 contains 27888 members 
Mstep: Class 44 contains 4301 members 
Mstep: Class 45 contains 21585 members 
Mstep: Class 46 contains 9348 members 
Mstep: Class 47 contains 1757 members 
Mstep: Class 48 contains 20105 members 
Mstep: Class 49 contains 35200 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100304616.000000 Penalty: 108431.960938
Iteration 146Q: 50 clusters Score -1.003046e+08 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 497 members 
Mstep: Class 3 contains 21981 members 
Mstep: Class 4 contains 3256 members 
Mstep: Class 5 contains 20803 members 
Mstep: Class 6 contains 92144 members 
Mstep: Class 7 contains 2816 members 
Mstep: Class 8 contains 149130 members 
Mstep: Class 9 contains 5009 members 
Mstep: Class 10 contains 5158 members 
Mstep: Class 11 contains 8695 members 
Mstep: Class 12 contains 2382 members 
Mstep: Class 13 contains 5149 members 
Mstep: Class 14 contains 7345 members 
Mstep: Class 15 contains 22252 members 
Mstep: Class 16 contains 5493 members 
Mstep: Class 17 contains 4307 members 
Mstep: Class 18 contains 12873 members 
Mstep: Class 19 contains 7825 members 
Mstep: Class 20 contains 4568 members 
Mstep: Class 21 contains 49959 members 
Mstep: Class 22 contains 4490 members 
Mstep: Class 23 contains 9422 members 
Mstep: Class 24 contains 17477 members 
Mstep: Class 25 contains 507 members 
Mstep: Class 26 contains 28702 members 
Mstep: Class 27 contains 3186 members 
Mstep: Class 28 contains 16481 members 
Mstep: Class 29 contains 38043 members 
Mstep: Class 30 contains 19684 members 
Mstep: Class 31 contains 35590 members 
Mstep: Class 32 contains 3345 members 
Mstep: Class 33 contains 6338 members 
Mstep: Class 34 contains 11094 members 
Mstep: Class 35 contains 17574 members 
Mstep: Class 36 contains 12093 members 
Mstep: Class 37 contains 2772 members 
Mstep: Class 38 contains 17331 members 
Mstep: Class 39 contains 4124 members 
Mstep: Class 40 contains 2966 members 
Mstep: Class 41 contains 9674 members 
Mstep: Class 42 contains 7006 members 
Mstep: Class 43 contains 27841 members 
Mstep: Class 44 contains 4302 members 
Mstep: Class 45 contains 21597 members 
Mstep: Class 46 contains 9359 members 
Mstep: Class 47 contains 1757 members 
Mstep: Class 48 contains 20171 members 
Mstep: Class 49 contains 35189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100304736.000000 Penalty: 108431.960938
Iteration 147Q: 50 clusters Score -1.003047e+08 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 497 members 
Mstep: Class 3 contains 21982 members 
Mstep: Class 4 contains 3256 members 
Mstep: Class 5 contains 20773 members 
Mstep: Class 6 contains 92123 members 
Mstep: Class 7 contains 2816 members 
Mstep: Class 8 contains 149140 members 
Mstep: Class 9 contains 5008 members 
Mstep: Class 10 contains 5156 members 
Mstep: Class 11 contains 8694 members 
Mstep: Class 12 contains 2382 members 
Mstep: Class 13 contains 5150 members 
Mstep: Class 14 contains 7344 members 
Mstep: Class 15 contains 22255 members 
Mstep: Class 16 contains 5493 members 
Mstep: Class 17 contains 4308 members 
Mstep: Class 18 contains 12873 members 
Mstep: Class 19 contains 7829 members 
Mstep: Class 20 contains 4566 members 
Mstep: Class 21 contains 49917 members 
Mstep: Class 22 contains 4487 members 
Mstep: Class 23 contains 9423 members 
Mstep: Class 24 contains 17479 members 
Mstep: Class 25 contains 507 members 
Mstep: Class 26 contains 28693 members 
Mstep: Class 27 contains 3188 members 
Mstep: Class 28 contains 16462 members 
Mstep: Class 29 contains 38043 members 
Mstep: Class 30 contains 19695 members 
Mstep: Class 31 contains 35601 members 
Mstep: Class 32 contains 3345 members 
Mstep: Class 33 contains 6335 members 
Mstep: Class 34 contains 11110 members 
Mstep: Class 35 contains 17585 members 
Mstep: Class 36 contains 12094 members 
Mstep: Class 37 contains 2771 members 
Mstep: Class 38 contains 17331 members 
Mstep: Class 39 contains 4138 members 
Mstep: Class 40 contains 2967 members 
Mstep: Class 41 contains 9674 members 
Mstep: Class 42 contains 7010 members 
Mstep: Class 43 contains 27803 members 
Mstep: Class 44 contains 4302 members 
Mstep: Class 45 contains 21614 members 
Mstep: Class 46 contains 9360 members 
Mstep: Class 47 contains 1758 members 
Mstep: Class 48 contains 20234 members 
Mstep: Class 49 contains 35186 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100304744.000000 Penalty: 108431.960938
Iteration 148Q: 50 clusters Score -1.003047e+08 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 497 members 
Mstep: Class 3 contains 21985 members 
Mstep: Class 4 contains 3256 members 
Mstep: Class 5 contains 20741 members 
Mstep: Class 6 contains 92116 members 
Mstep: Class 7 contains 2816 members 
Mstep: Class 8 contains 149139 members 
Mstep: Class 9 contains 5008 members 
Mstep: Class 10 contains 5154 members 
Mstep: Class 11 contains 8693 members 
Mstep: Class 12 contains 2382 members 
Mstep: Class 13 contains 5153 members 
Mstep: Class 14 contains 7342 members 
Mstep: Class 15 contains 22262 members 
Mstep: Class 16 contains 5494 members 
Mstep: Class 17 contains 4308 members 
Mstep: Class 18 contains 12873 members 
Mstep: Class 19 contains 7830 members 
Mstep: Class 20 contains 4565 members 
Mstep: Class 21 contains 49873 members 
Mstep: Class 22 contains 4484 members 
Mstep: Class 23 contains 9430 members 
Mstep: Class 24 contains 17486 members 
Mstep: Class 25 contains 507 members 
Mstep: Class 26 contains 28687 members 
Mstep: Class 27 contains 3189 members 
Mstep: Class 28 contains 16443 members 
Mstep: Class 29 contains 38040 members 
Mstep: Class 30 contains 19703 members 
Mstep: Class 31 contains 35609 members 
Mstep: Class 32 contains 3345 members 
Mstep: Class 33 contains 6335 members 
Mstep: Class 34 contains 11119 members 
Mstep: Class 35 contains 17598 members 
Mstep: Class 36 contains 12094 members 
Mstep: Class 37 contains 2770 members 
Mstep: Class 38 contains 17330 members 
Mstep: Class 39 contains 4151 members 
Mstep: Class 40 contains 2969 members 
Mstep: Class 41 contains 9673 members 
Mstep: Class 42 contains 7018 members 
Mstep: Class 43 contains 27757 members 
Mstep: Class 44 contains 4302 members 
Mstep: Class 45 contains 21628 members 
Mstep: Class 46 contains 9362 members 
Mstep: Class 47 contains 1758 members 
Mstep: Class 48 contains 20296 members 
Mstep: Class 49 contains 35187 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100304912.000000 Penalty: 108431.960938
Iteration 149Q: 50 clusters Score -1.003049e+08 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 497 members 
Mstep: Class 3 contains 21986 members 
Mstep: Class 4 contains 3255 members 
Mstep: Class 5 contains 20711 members 
Mstep: Class 6 contains 92103 members 
Mstep: Class 7 contains 2816 members 
Mstep: Class 8 contains 149142 members 
Mstep: Class 9 contains 5007 members 
Mstep: Class 10 contains 5147 members 
Mstep: Class 11 contains 8693 members 
Mstep: Class 12 contains 2383 members 
Mstep: Class 13 contains 5152 members 
Mstep: Class 14 contains 7343 members 
Mstep: Class 15 contains 22264 members 
Mstep: Class 16 contains 5496 members 
Mstep: Class 17 contains 4306 members 
Mstep: Class 18 contains 12873 members 
Mstep: Class 19 contains 7829 members 
Mstep: Class 20 contains 4564 members 
Mstep: Class 21 contains 49837 members 
Mstep: Class 22 contains 4484 members 
Mstep: Class 23 contains 9433 members 
Mstep: Class 24 contains 17486 members 
Mstep: Class 25 contains 507 members 
Mstep: Class 26 contains 28686 members 
Mstep: Class 27 contains 3189 members 
Mstep: Class 28 contains 16422 members 
Mstep: Class 29 contains 38042 members 
Mstep: Class 30 contains 19709 members 
Mstep: Class 31 contains 35615 members 
Mstep: Class 32 contains 3345 members 
Mstep: Class 33 contains 6335 members 
Mstep: Class 34 contains 11130 members 
Mstep: Class 35 contains 17611 members 
Mstep: Class 36 contains 12093 members 
Mstep: Class 37 contains 2772 members 
Mstep: Class 38 contains 17329 members 
Mstep: Class 39 contains 4163 members 
Mstep: Class 40 contains 2970 members 
Mstep: Class 41 contains 9674 members 
Mstep: Class 42 contains 7027 members 
Mstep: Class 43 contains 27718 members 
Mstep: Class 44 contains 4302 members 
Mstep: Class 45 contains 21646 members 
Mstep: Class 46 contains 9364 members 
Mstep: Class 47 contains 1758 members 
Mstep: Class 48 contains 20355 members 
Mstep: Class 49 contains 35188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100304856.000000 Penalty: 108431.960938
Iteration 150Q: 50 clusters Score -1.003049e+08 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 497 members 
Mstep: Class 3 contains 21986 members 
Mstep: Class 4 contains 3255 members 
Mstep: Class 5 contains 20685 members 
Mstep: Class 6 contains 92088 members 
Mstep: Class 7 contains 2816 members 
Mstep: Class 8 contains 149143 members 
Mstep: Class 9 contains 5006 members 
Mstep: Class 10 contains 5142 members 
Mstep: Class 11 contains 8695 members 
Mstep: Class 12 contains 2383 members 
Mstep: Class 13 contains 5153 members 
Mstep: Class 14 contains 7342 members 
Mstep: Class 15 contains 22264 members 
Mstep: Class 16 contains 5498 members 
Mstep: Class 17 contains 4308 members 
Mstep: Class 18 contains 12873 members 
Mstep: Class 19 contains 7828 members 
Mstep: Class 20 contains 4566 members 
Mstep: Class 21 contains 49809 members 
Mstep: Class 22 contains 4484 members 
Mstep: Class 23 contains 9432 members 
Mstep: Class 24 contains 17489 members 
Mstep: Class 25 contains 507 members 
Mstep: Class 26 contains 28688 members 
Mstep: Class 27 contains 3188 members 
Mstep: Class 28 contains 16402 members 
Mstep: Class 29 contains 38036 members 
Mstep: Class 30 contains 19733 members 
Mstep: Class 31 contains 35622 members 
Mstep: Class 32 contains 3345 members 
Mstep: Class 33 contains 6333 members 
Mstep: Class 34 contains 11137 members 
Mstep: Class 35 contains 17620 members 
Mstep: Class 36 contains 12093 members 
Mstep: Class 37 contains 2769 members 
Mstep: Class 38 contains 17329 members 
Mstep: Class 39 contains 4177 members 
Mstep: Class 40 contains 2968 members 
Mstep: Class 41 contains 9674 members 
Mstep: Class 42 contains 7027 members 
Mstep: Class 43 contains 27689 members 
Mstep: Class 44 contains 4302 members 
Mstep: Class 45 contains 21660 members 
Mstep: Class 46 contains 9369 members 
Mstep: Class 47 contains 1758 members 
Mstep: Class 48 contains 20406 members 
Mstep: Class 49 contains 35183 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100304872.000000 Penalty: 108431.960938
Iteration 151Q: 50 clusters Score -1.003049e+08 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 497 members 
Mstep: Class 3 contains 21988 members 
Mstep: Class 4 contains 3255 members 
Mstep: Class 5 contains 20663 members 
Mstep: Class 6 contains 92085 members 
Mstep: Class 7 contains 2816 members 
Mstep: Class 8 contains 149149 members 
Mstep: Class 9 contains 5005 members 
Mstep: Class 10 contains 5141 members 
Mstep: Class 11 contains 8695 members 
Mstep: Class 12 contains 2383 members 
Mstep: Class 13 contains 5153 members 
Mstep: Class 14 contains 7337 members 
Mstep: Class 15 contains 22264 members 
Mstep: Class 16 contains 5498 members 
Mstep: Class 17 contains 4309 members 
Mstep: Class 18 contains 12873 members 
Mstep: Class 19 contains 7827 members 
Mstep: Class 20 contains 4567 members 
Mstep: Class 21 contains 49775 members 
Mstep: Class 22 contains 4482 members 
Mstep: Class 23 contains 9430 members 
Mstep: Class 24 contains 17491 members 
Mstep: Class 25 contains 507 members 
Mstep: Class 26 contains 28686 members 
Mstep: Class 27 contains 3188 members 
Mstep: Class 28 contains 16373 members 
Mstep: Class 29 contains 38030 members 
Mstep: Class 30 contains 19737 members 
Mstep: Class 31 contains 35629 members 
Mstep: Class 32 contains 3344 members 
Mstep: Class 33 contains 6329 members 
Mstep: Class 34 contains 11147 members 
Mstep: Class 35 contains 17631 members 
Mstep: Class 36 contains 12093 members 
Mstep: Class 37 contains 2769 members 
Mstep: Class 38 contains 17328 members 
Mstep: Class 39 contains 4193 members 
Mstep: Class 40 contains 2969 members 
Mstep: Class 41 contains 9669 members 
Mstep: Class 42 contains 7034 members 
Mstep: Class 43 contains 27659 members 
Mstep: Class 44 contains 4302 members 
Mstep: Class 45 contains 21673 members 
Mstep: Class 46 contains 9373 members 
Mstep: Class 47 contains 1758 members 
Mstep: Class 48 contains 20461 members 
Mstep: Class 49 contains 35192 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100304816.000000 Penalty: 108431.960938
Iteration 152Q: 50 clusters Score -1.003048e+08 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 497 members 
Mstep: Class 3 contains 21994 members 
Mstep: Class 4 contains 3255 members 
Mstep: Class 5 contains 20639 members 
Mstep: Class 6 contains 92078 members 
Mstep: Class 7 contains 2816 members 
Mstep: Class 8 contains 149149 members 
Mstep: Class 9 contains 5007 members 
Mstep: Class 10 contains 5142 members 
Mstep: Class 11 contains 8695 members 
Mstep: Class 12 contains 2383 members 
Mstep: Class 13 contains 5156 members 
Mstep: Class 14 contains 7330 members 
Mstep: Class 15 contains 22264 members 
Mstep: Class 16 contains 5499 members 
Mstep: Class 17 contains 4310 members 
Mstep: Class 18 contains 12872 members 
Mstep: Class 19 contains 7826 members 
Mstep: Class 20 contains 4568 members 
Mstep: Class 21 contains 49736 members 
Mstep: Class 22 contains 4479 members 
Mstep: Class 23 contains 9424 members 
Mstep: Class 24 contains 17494 members 
Mstep: Class 25 contains 507 members 
Mstep: Class 26 contains 28688 members 
Mstep: Class 27 contains 3189 members 
Mstep: Class 28 contains 16357 members 
Mstep: Class 29 contains 38027 members 
Mstep: Class 30 contains 19742 members 
Mstep: Class 31 contains 35634 members 
Mstep: Class 32 contains 3344 members 
Mstep: Class 33 contains 6324 members 
Mstep: Class 34 contains 11158 members 
Mstep: Class 35 contains 17641 members 
Mstep: Class 36 contains 12093 members 
Mstep: Class 37 contains 2768 members 
Mstep: Class 38 contains 17328 members 
Mstep: Class 39 contains 4208 members 
Mstep: Class 40 contains 2970 members 
Mstep: Class 41 contains 9672 members 
Mstep: Class 42 contains 7040 members 
Mstep: Class 43 contains 27631 members 
Mstep: Class 44 contains 4303 members 
Mstep: Class 45 contains 21679 members 
Mstep: Class 46 contains 9375 members 
Mstep: Class 47 contains 1759 members 
Mstep: Class 48 contains 20513 members 
Mstep: Class 49 contains 35194 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100304704.000000 Penalty: 108431.960938
Iteration 153Q: 50 clusters Score -1.003047e+08 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 497 members 
Mstep: Class 3 contains 21998 members 
Mstep: Class 4 contains 3255 members 
Mstep: Class 5 contains 20620 members 
Mstep: Class 6 contains 92070 members 
Mstep: Class 7 contains 2816 members 
Mstep: Class 8 contains 149148 members 
Mstep: Class 9 contains 5007 members 
Mstep: Class 10 contains 5144 members 
Mstep: Class 11 contains 8694 members 
Mstep: Class 12 contains 2383 members 
Mstep: Class 13 contains 5154 members 
Mstep: Class 14 contains 7329 members 
Mstep: Class 15 contains 22262 members 
Mstep: Class 16 contains 5499 members 
Mstep: Class 17 contains 4310 members 
Mstep: Class 18 contains 12872 members 
Mstep: Class 19 contains 7826 members 
Mstep: Class 20 contains 4567 members 
Mstep: Class 21 contains 49702 members 
Mstep: Class 22 contains 4479 members 
Mstep: Class 23 contains 9420 members 
Mstep: Class 24 contains 17497 members 
Mstep: Class 25 contains 507 members 
Mstep: Class 26 contains 28691 members 
Mstep: Class 27 contains 3192 members 
Mstep: Class 28 contains 16334 members 
Mstep: Class 29 contains 38025 members 
Mstep: Class 30 contains 19748 members 
Mstep: Class 31 contains 35637 members 
Mstep: Class 32 contains 3344 members 
Mstep: Class 33 contains 6323 members 
Mstep: Class 34 contains 11166 members 
Mstep: Class 35 contains 17657 members 
Mstep: Class 36 contains 12092 members 
Mstep: Class 37 contains 2766 members 
Mstep: Class 38 contains 17329 members 
Mstep: Class 39 contains 4214 members 
Mstep: Class 40 contains 2974 members 
Mstep: Class 41 contains 9669 members 
Mstep: Class 42 contains 7050 members 
Mstep: Class 43 contains 27617 members 
Mstep: Class 44 contains 4304 members 
Mstep: Class 45 contains 21687 members 
Mstep: Class 46 contains 9378 members 
Mstep: Class 47 contains 1760 members 
Mstep: Class 48 contains 20552 members 
Mstep: Class 49 contains 35192 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100304840.000000 Penalty: 108431.960938
Iteration 154Q: 50 clusters Score -1.003048e+08 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 497 members 
Mstep: Class 3 contains 22001 members 
Mstep: Class 4 contains 3255 members 
Mstep: Class 5 contains 20602 members 
Mstep: Class 6 contains 92063 members 
Mstep: Class 7 contains 2816 members 
Mstep: Class 8 contains 149152 members 
Mstep: Class 9 contains 5007 members 
Mstep: Class 10 contains 5144 members 
Mstep: Class 11 contains 8694 members 
Mstep: Class 12 contains 2384 members 
Mstep: Class 13 contains 5152 members 
Mstep: Class 14 contains 7326 members 
Mstep: Class 15 contains 22262 members 
Mstep: Class 16 contains 5497 members 
Mstep: Class 17 contains 4311 members 
Mstep: Class 18 contains 12871 members 
Mstep: Class 19 contains 7826 members 
Mstep: Class 20 contains 4566 members 
Mstep: Class 21 contains 49663 members 
Mstep: Class 22 contains 4480 members 
Mstep: Class 23 contains 9420 members 
Mstep: Class 24 contains 17499 members 
Mstep: Class 25 contains 507 members 
Mstep: Class 26 contains 28691 members 
Mstep: Class 27 contains 3194 members 
Mstep: Class 28 contains 16313 members 
Mstep: Class 29 contains 38023 members 
Mstep: Class 30 contains 19751 members 
Mstep: Class 31 contains 35641 members 
Mstep: Class 32 contains 3344 members 
Mstep: Class 33 contains 6323 members 
Mstep: Class 34 contains 11166 members 
Mstep: Class 35 contains 17663 members 
Mstep: Class 36 contains 12091 members 
Mstep: Class 37 contains 2764 members 
Mstep: Class 38 contains 17326 members 
Mstep: Class 39 contains 4224 members 
Mstep: Class 40 contains 2976 members 
Mstep: Class 41 contains 9666 members 
Mstep: Class 42 contains 7055 members 
Mstep: Class 43 contains 27617 members 
Mstep: Class 44 contains 4304 members 
Mstep: Class 45 contains 21694 members 
Mstep: Class 46 contains 9380 members 
Mstep: Class 47 contains 1762 members 
Mstep: Class 48 contains 20591 members 
Mstep: Class 49 contains 35203 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100304600.000000 Penalty: 108431.960938
Iteration 155Q: 50 clusters Score -1.003046e+08 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 498 members 
Mstep: Class 3 contains 22006 members 
Mstep: Class 4 contains 3256 members 
Mstep: Class 5 contains 20592 members 
Mstep: Class 6 contains 92056 members 
Mstep: Class 7 contains 2816 members 
Mstep: Class 8 contains 149150 members 
Mstep: Class 9 contains 5007 members 
Mstep: Class 10 contains 5139 members 
Mstep: Class 11 contains 8693 members 
Mstep: Class 12 contains 2384 members 
Mstep: Class 13 contains 5154 members 
Mstep: Class 14 contains 7326 members 
Mstep: Class 15 contains 22261 members 
Mstep: Class 16 contains 5496 members 
Mstep: Class 17 contains 4314 members 
Mstep: Class 18 contains 12870 members 
Mstep: Class 19 contains 7824 members 
Mstep: Class 20 contains 4566 members 
Mstep: Class 21 contains 49626 members 
Mstep: Class 22 contains 4480 members 
Mstep: Class 23 contains 9421 members 
Mstep: Class 24 contains 17502 members 
Mstep: Class 25 contains 507 members 
Mstep: Class 26 contains 28691 members 
Mstep: Class 27 contains 3196 members 
Mstep: Class 28 contains 16288 members 
Mstep: Class 29 contains 38024 members 
Mstep: Class 30 contains 19757 members 
Mstep: Class 31 contains 35641 members 
Mstep: Class 32 contains 3344 members 
Mstep: Class 33 contains 6322 members 
Mstep: Class 34 contains 11175 members 
Mstep: Class 35 contains 17671 members 
Mstep: Class 36 contains 12091 members 
Mstep: Class 37 contains 2763 members 
Mstep: Class 38 contains 17326 members 
Mstep: Class 39 contains 4229 members 
Mstep: Class 40 contains 2979 members 
Mstep: Class 41 contains 9663 members 
Mstep: Class 42 contains 7060 members 
Mstep: Class 43 contains 27619 members 
Mstep: Class 44 contains 4304 members 
Mstep: Class 45 contains 21701 members 
Mstep: Class 46 contains 9381 members 
Mstep: Class 47 contains 1763 members 
Mstep: Class 48 contains 20622 members 
Mstep: Class 49 contains 35203 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100304608.000000 Penalty: 108431.960938
Iteration 156Q: 50 clusters Score -1.003046e+08 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 498 members 
Mstep: Class 3 contains 22011 members 
Mstep: Class 4 contains 3256 members 
Mstep: Class 5 contains 20586 members 
Mstep: Class 6 contains 92052 members 
Mstep: Class 7 contains 2816 members 
Mstep: Class 8 contains 149149 members 
Mstep: Class 9 contains 5007 members 
Mstep: Class 10 contains 5133 members 
Mstep: Class 11 contains 8693 members 
Mstep: Class 12 contains 2384 members 
Mstep: Class 13 contains 5154 members 
Mstep: Class 14 contains 7321 members 
Mstep: Class 15 contains 22261 members 
Mstep: Class 16 contains 5498 members 
Mstep: Class 17 contains 4315 members 
Mstep: Class 18 contains 12869 members 
Mstep: Class 19 contains 7824 members 
Mstep: Class 20 contains 4567 members 
Mstep: Class 21 contains 49600 members 
Mstep: Class 22 contains 4479 members 
Mstep: Class 23 contains 9422 members 
Mstep: Class 24 contains 17501 members 
Mstep: Class 25 contains 505 members 
Mstep: Class 26 contains 28693 members 
Mstep: Class 27 contains 3198 members 
Mstep: Class 28 contains 16278 members 
Mstep: Class 29 contains 38022 members 
Mstep: Class 30 contains 19761 members 
Mstep: Class 31 contains 35636 members 
Mstep: Class 32 contains 3344 members 
Mstep: Class 33 contains 6321 members 
Mstep: Class 34 contains 11177 members 
Mstep: Class 35 contains 17676 members 
Mstep: Class 36 contains 12091 members 
Mstep: Class 37 contains 2764 members 
Mstep: Class 38 contains 17325 members 
Mstep: Class 39 contains 4238 members 
Mstep: Class 40 contains 2982 members 
Mstep: Class 41 contains 9661 members 
Mstep: Class 42 contains 7063 members 
Mstep: Class 43 contains 27600 members 
Mstep: Class 44 contains 4304 members 
Mstep: Class 45 contains 21707 members 
Mstep: Class 46 contains 9377 members 
Mstep: Class 47 contains 1766 members 
Mstep: Class 48 contains 20656 members 
Mstep: Class 49 contains 35216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100304640.000000 Penalty: 108431.960938
Iteration 157Q: 50 clusters Score -1.003046e+08 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 498 members 
Mstep: Class 3 contains 22013 members 
Mstep: Class 4 contains 3256 members 
Mstep: Class 5 contains 20580 members 
Mstep: Class 6 contains 92052 members 
Mstep: Class 7 contains 2816 members 
Mstep: Class 8 contains 149147 members 
Mstep: Class 9 contains 5007 members 
Mstep: Class 10 contains 5128 members 
Mstep: Class 11 contains 8691 members 
Mstep: Class 12 contains 2384 members 
Mstep: Class 13 contains 5154 members 
Mstep: Class 14 contains 7321 members 
Mstep: Class 15 contains 22259 members 
Mstep: Class 16 contains 5499 members 
Mstep: Class 17 contains 4316 members 
Mstep: Class 18 contains 12868 members 
Mstep: Class 19 contains 7824 members 
Mstep: Class 20 contains 4567 members 
Mstep: Class 21 contains 49574 members 
Mstep: Class 22 contains 4479 members 
Mstep: Class 23 contains 9419 members 
Mstep: Class 24 contains 17500 members 
Mstep: Class 25 contains 504 members 
Mstep: Class 26 contains 28694 members 
Mstep: Class 27 contains 3196 members 
Mstep: Class 28 contains 16267 members 
Mstep: Class 29 contains 38021 members 
Mstep: Class 30 contains 19771 members 
Mstep: Class 31 contains 35635 members 
Mstep: Class 32 contains 3344 members 
Mstep: Class 33 contains 6321 members 
Mstep: Class 34 contains 11186 members 
Mstep: Class 35 contains 17684 members 
Mstep: Class 36 contains 12091 members 
Mstep: Class 37 contains 2762 members 
Mstep: Class 38 contains 17324 members 
Mstep: Class 39 contains 4245 members 
Mstep: Class 40 contains 2984 members 
Mstep: Class 41 contains 9657 members 
Mstep: Class 42 contains 7067 members 
Mstep: Class 43 contains 27581 members 
Mstep: Class 44 contains 4304 members 
Mstep: Class 45 contains 21710 members 
Mstep: Class 46 contains 9377 members 
Mstep: Class 47 contains 1766 members 
Mstep: Class 48 contains 20689 members 
Mstep: Class 49 contains 35225 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100304664.000000 Penalty: 108431.960938
Iteration 158Q: 50 clusters Score -1.003047e+08 nChanged 176
Entering ConstructFrom: 
Score: -100304664.000000 Penalty: 108431.960938
Entering ConstructFrom: 
Trying to split cluster 1 (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: -103378.085938 Penalty: 1090.657837
	Iteration 0F: 2 clusters Score -103378.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -102024.953125 Penalty: 2181.315674
	Iteration 0F: 3 clusters Score -102025 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -102251.523438 Penalty: 2181.315674
	Iteration 1F: 3 clusters Score -102251.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -102306.414062 Penalty: 2181.315674
	Iteration 2F: 3 clusters Score -102306.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -102333.601562 Penalty: 2181.315674
	Iteration 3Q: 3 clusters Score -102333.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -102347.578125 Penalty: 2181.315674
	Iteration 4Q: 3 clusters Score -102347.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -102354.515625 Penalty: 2181.315674
	Iteration 5Q: 3 clusters Score -102354.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -102361.031250 Penalty: 2181.315674
	Iteration 6Q: 3 clusters Score -102361 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -102361.531250 Penalty: 2181.315674
	Iteration 7Q: 3 clusters Score -102361.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -102361.531250 Penalty: 2181.315674
	Iteration 8F: 3 clusters Score -102361.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (498 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Entering Unmasked Estep 
Score: -53268.843750 Penalty: 1009.222473
	Iteration 0F: 2 clusters Score -53268.84 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 245 members 
Entering Unmasked Estep 
Score: -52357.300781 Penalty: 2018.444946
	Iteration 0F: 3 clusters Score -52357.3 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -52597.269531 Penalty: 2018.444946
	Iteration 1F: 3 clusters Score -52597.27 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -52665.378906 Penalty: 2018.444946
	Iteration 2F: 3 clusters Score -52665.38 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -52709.570312 Penalty: 2018.444946
	Iteration 3Q: 3 clusters Score -52709.57 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -52732.437500 Penalty: 2018.444946
	Iteration 4Q: 3 clusters Score -52732.44 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -52745.390625 Penalty: 2018.444946
	Iteration 5Q: 3 clusters Score -52745.39 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -52755.339844 Penalty: 2018.444946
	Iteration 6Q: 3 clusters Score -52755.34 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -52764.093750 Penalty: 2018.444946
	Iteration 7Q: 3 clusters Score -52764.09 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -52780.347656 Penalty: 2018.444946
	Iteration 8Q: 3 clusters Score -52780.35 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -52789.484375 Penalty: 2018.444946
	Iteration 9Q: 3 clusters Score -52789.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -52794.765625 Penalty: 2018.444946
	Iteration 10Q: 3 clusters Score -52794.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -52800.265625 Penalty: 2018.444946
	Iteration 11Q: 3 clusters Score -52800.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -52800.757812 Penalty: 2018.444946
	Iteration 12Q: 3 clusters Score -52800.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -52800.757812 Penalty: 2018.444946
	Iteration 13F: 3 clusters Score -52800.76 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (22014 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22014 members 
Entering Unmasked Estep 
Score: -2812460.750000 Penalty: 1624.907959
	Iteration 0F: 2 clusters Score -2812461 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11082 members 
Mstep: Class 2 contains 10932 members 
Entering Unmasked Estep 
Score: -2797556.250000 Penalty: 3249.815918
	Iteration 0F: 3 clusters Score -2797556 nChanged 9903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11483 members 
Mstep: Class 2 contains 10531 members 
Entering Unmasked Estep 
Score: -2802923.250000 Penalty: 3249.815918
	Iteration 1F: 3 clusters Score -2802923 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11673 members 
Mstep: Class 2 contains 10341 members 
Entering Unmasked Estep 
Score: -2803261.250000 Penalty: 3249.815918
	Iteration 2Q: 3 clusters Score -2803261 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11939 members 
Mstep: Class 2 contains 10075 members 
Entering Unmasked Estep 
Score: -2803610.000000 Penalty: 3249.815918
	Iteration 3Q: 3 clusters Score -2803610 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12227 members 
Mstep: Class 2 contains 9787 members 
Entering Unmasked Estep 
Score: -2803957.000000 Penalty: 3249.815918
	Iteration 4Q: 3 clusters Score -2803957 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12587 members 
Mstep: Class 2 contains 9427 members 
Entering Unmasked Estep 
Score: -2804359.750000 Penalty: 3249.815918
	Iteration 5Q: 3 clusters Score -2804360 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13034 members 
Mstep: Class 2 contains 8980 members 
Entering Unmasked Estep 
Score: -2804842.750000 Penalty: 3249.815918
	Iteration 6Q: 3 clusters Score -2804843 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13577 members 
Mstep: Class 2 contains 8437 members 
Entering Unmasked Estep 
Score: -2805421.000000 Penalty: 3249.815918
	Iteration 7Q: 3 clusters Score -2805421 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14206 members 
Mstep: Class 2 contains 7808 members 
Entering Unmasked Estep 
Score: -2806083.000000 Penalty: 3249.815918
	Iteration 8F: 3 clusters Score -2806083 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14882 members 
Mstep: Class 2 contains 7132 members 
Entering Unmasked Estep 
Score: -2806786.250000 Penalty: 3249.815918
	Iteration 9F: 3 clusters Score -2806786 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15655 members 
Mstep: Class 2 contains 6359 members 
Entering Unmasked Estep 
Score: -2807564.250000 Penalty: 3249.815918
	Iteration 10Q: 3 clusters Score -2807564 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16466 members 
Mstep: Class 2 contains 5548 members 
Entering Unmasked Estep 
Score: -2808252.500000 Penalty: 3249.815918
	Iteration 11Q: 3 clusters Score -2808252 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17261 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -2808856.750000 Penalty: 3249.815918
	Iteration 12Q: 3 clusters Score -2808857 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17971 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -2809317.750000 Penalty: 3249.815918
	Iteration 13Q: 3 clusters Score -2809318 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18604 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -2809701.250000 Penalty: 3249.815918
	Iteration 14Q: 3 clusters Score -2809701 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19157 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -2810008.000000 Penalty: 3249.815918
	Iteration 15Q: 3 clusters Score -2810008 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19605 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -2810249.250000 Penalty: 3249.815918
	Iteration 16Q: 3 clusters Score -2810249 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19972 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -2810440.750000 Penalty: 3249.815918
	Iteration 17Q: 3 clusters Score -2810441 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20259 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -2810579.000000 Penalty: 3249.815918
	Iteration 18Q: 3 clusters Score -2810579 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20463 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -2810661.500000 Penalty: 3249.815918
	Iteration 19Q: 3 clusters Score -2810662 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20647 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -2810760.250000 Penalty: 3249.815918
	Iteration 20F: 3 clusters Score -2810760 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20784 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -2810826.250000 Penalty: 3249.815918
	Iteration 21Q: 3 clusters Score -2810826 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20877 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -2810876.500000 Penalty: 3249.815918
	Iteration 22Q: 3 clusters Score -2810876 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20961 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -2810920.500000 Penalty: 3249.815918
	Iteration 23Q: 3 clusters Score -2810920 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21027 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -2810951.500000 Penalty: 3249.815918
	Iteration 24Q: 3 clusters Score -2810952 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21085 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -2810985.000000 Penalty: 3249.815918
	Iteration 25Q: 3 clusters Score -2810985 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21130 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -2811013.750000 Penalty: 3249.815918
	Iteration 26Q: 3 clusters Score -2811014 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21169 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -2811035.500000 Penalty: 3249.815918
	Iteration 27Q: 3 clusters Score -2811036 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21199 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -2811058.000000 Penalty: 3249.815918
	Iteration 28Q: 3 clusters Score -2811058 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21222 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -2811074.500000 Penalty: 3249.815918
	Iteration 29Q: 3 clusters Score -2811074 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21249 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -2811093.750000 Penalty: 3249.815918
	Iteration 30Q: 3 clusters Score -2811094 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21268 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -2811106.750000 Penalty: 3249.815918
	Iteration 31Q: 3 clusters Score -2811107 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21281 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -2811117.000000 Penalty: 3249.815918
	Iteration 32Q: 3 clusters Score -2811117 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21297 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -2811126.250000 Penalty: 3249.815918
	Iteration 33Q: 3 clusters Score -2811126 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21314 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -2811137.500000 Penalty: 3249.815918
	Iteration 34Q: 3 clusters Score -2811138 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21328 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -2811143.250000 Penalty: 3249.815918
	Iteration 35Q: 3 clusters Score -2811143 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21334 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -2811150.000000 Penalty: 3249.815918
	Iteration 36Q: 3 clusters Score -2811150 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21340 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -2811154.000000 Penalty: 3249.815918
	Iteration 37Q: 3 clusters Score -2811154 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21345 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -2811151.250000 Penalty: 3249.815918
	Iteration 38Q: 3 clusters Score -2811151 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21348 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -2811153.750000 Penalty: 3249.815918
	Iteration 39Q: 3 clusters Score -2811154 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21352 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -2811157.500000 Penalty: 3249.815918
	Iteration 40F: 3 clusters Score -2811158 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21357 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -2811159.000000 Penalty: 3249.815918
	Iteration 41Q: 3 clusters Score -2811159 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21358 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -2811161.000000 Penalty: 3249.815918
	Iteration 42Q: 3 clusters Score -2811161 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21359 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -2811161.500000 Penalty: 3249.815918
	Iteration 43Q: 3 clusters Score -2811162 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21362 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -2811162.750000 Penalty: 3249.815918
	Iteration 44Q: 3 clusters Score -2811163 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21364 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -2811164.250000 Penalty: 3249.815918
	Iteration 45Q: 3 clusters Score -2811164 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21366 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -2811164.750000 Penalty: 3249.815918
	Iteration 46Q: 3 clusters Score -2811165 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21368 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -2811163.750000 Penalty: 3249.815918
	Iteration 47Q: 3 clusters Score -2811164 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21370 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -2811162.000000 Penalty: 3249.815918
	Iteration 48Q: 3 clusters Score -2811162 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21372 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -2811163.000000 Penalty: 3249.815918
	Iteration 49Q: 3 clusters Score -2811163 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21372 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -2811163.000000 Penalty: 3249.815918
	Iteration 50F: 3 clusters Score -2811163 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (3256 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Entering Unmasked Estep 
Score: -408640.625000 Penalty: 1314.341431
	Iteration 0F: 2 clusters Score -408640.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -405733.656250 Penalty: 2628.682861
	Iteration 0F: 3 clusters Score -405733.7 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -406495.781250 Penalty: 2628.682861
	Iteration 1F: 3 clusters Score -406495.8 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -406681.562500 Penalty: 2628.682861
	Iteration 2F: 3 clusters Score -406681.6 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -406795.593750 Penalty: 2628.682861
	Iteration 3F: 3 clusters Score -406795.6 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -406884.250000 Penalty: 2628.682861
	Iteration 4Q: 3 clusters Score -406884.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -406947.968750 Penalty: 2628.682861
	Iteration 5Q: 3 clusters Score -406948 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -406996.562500 Penalty: 2628.682861
	Iteration 6Q: 3 clusters Score -406996.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -407038.781250 Penalty: 2628.682861
	Iteration 7Q: 3 clusters Score -407038.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -407078.125000 Penalty: 2628.682861
	Iteration 8Q: 3 clusters Score -407078.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -407113.906250 Penalty: 2628.682861
	Iteration 9Q: 3 clusters Score -407113.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -407150.312500 Penalty: 2628.682861
	Iteration 10Q: 3 clusters Score -407150.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -407187.125000 Penalty: 2628.682861
	Iteration 11Q: 3 clusters Score -407187.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -407224.906250 Penalty: 2628.682861
	Iteration 12Q: 3 clusters Score -407224.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -407260.843750 Penalty: 2628.682861
	Iteration 13Q: 3 clusters Score -407260.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -407295.281250 Penalty: 2628.682861
	Iteration 14Q: 3 clusters Score -407295.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -407327.687500 Penalty: 2628.682861
	Iteration 15Q: 3 clusters Score -407327.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -407357.125000 Penalty: 2628.682861
	Iteration 16Q: 3 clusters Score -407357.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -407377.937500 Penalty: 2628.682861
	Iteration 17Q: 3 clusters Score -407377.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -407394.781250 Penalty: 2628.682861
	Iteration 18Q: 3 clusters Score -407394.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -407410.437500 Penalty: 2628.682861
	Iteration 19Q: 3 clusters Score -407410.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -407423.343750 Penalty: 2628.682861
	Iteration 20F: 3 clusters Score -407423.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -407432.843750 Penalty: 2628.682861
	Iteration 21Q: 3 clusters Score -407432.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -407441.937500 Penalty: 2628.682861
	Iteration 22Q: 3 clusters Score -407441.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -407450.031250 Penalty: 2628.682861
	Iteration 23Q: 3 clusters Score -407450 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -407454.531250 Penalty: 2628.682861
	Iteration 24Q: 3 clusters Score -407454.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -407456.406250 Penalty: 2628.682861
	Iteration 25Q: 3 clusters Score -407456.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -407458.937500 Penalty: 2628.682861
	Iteration 26Q: 3 clusters Score -407458.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -407461.687500 Penalty: 2628.682861
	Iteration 27Q: 3 clusters Score -407461.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -407464.093750 Penalty: 2628.682861
	Iteration 28Q: 3 clusters Score -407464.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -407465.718750 Penalty: 2628.682861
	Iteration 29Q: 3 clusters Score -407465.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -407467.000000 Penalty: 2628.682861
	Iteration 30Q: 3 clusters Score -407467 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -407469.531250 Penalty: 2628.682861
	Iteration 31Q: 3 clusters Score -407469.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -407472.250000 Penalty: 2628.682861
	Iteration 32Q: 3 clusters Score -407472.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -407473.750000 Penalty: 2628.682861
	Iteration 33Q: 3 clusters Score -407473.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -407476.031250 Penalty: 2628.682861
	Iteration 34Q: 3 clusters Score -407476 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -407477.125000 Penalty: 2628.682861
	Iteration 35Q: 3 clusters Score -407477.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -407478.906250 Penalty: 2628.682861
	Iteration 36Q: 3 clusters Score -407478.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -407482.718750 Penalty: 2628.682861
	Iteration 37Q: 3 clusters Score -407482.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -407485.375000 Penalty: 2628.682861
	Iteration 38Q: 3 clusters Score -407485.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -407488.531250 Penalty: 2628.682861
	Iteration 39Q: 3 clusters Score -407488.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -407492.406250 Penalty: 2628.682861
	Iteration 40F: 3 clusters Score -407492.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -407494.625000 Penalty: 2628.682861
	Iteration 41Q: 3 clusters Score -407494.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -407497.843750 Penalty: 2628.682861
	Iteration 42Q: 3 clusters Score -407497.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -407501.281250 Penalty: 2628.682861
	Iteration 43Q: 3 clusters Score -407501.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -407503.406250 Penalty: 2628.682861
	Iteration 44Q: 3 clusters Score -407503.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -407505.468750 Penalty: 2628.682861
	Iteration 45Q: 3 clusters Score -407505.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -407506.031250 Penalty: 2628.682861
	Iteration 46Q: 3 clusters Score -407506 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -407506.062500 Penalty: 2628.682861
	Iteration 47Q: 3 clusters Score -407506.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -407506.062500 Penalty: 2628.682861
	Iteration 48Q: 3 clusters Score -407506.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -407507.312500 Penalty: 2628.682861
	Iteration 49Q: 3 clusters Score -407507.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -407508.687500 Penalty: 2628.682861
	Iteration 50Q: 3 clusters Score -407508.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -407510.343750 Penalty: 2628.682861
	Iteration 51Q: 3 clusters Score -407510.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -407510.937500 Penalty: 2628.682861
	Iteration 52Q: 3 clusters Score -407510.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -407511.718750 Penalty: 2628.682861
	Iteration 53Q: 3 clusters Score -407511.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -407512.312500 Penalty: 2628.682861
	Iteration 54Q: 3 clusters Score -407512.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -407513.500000 Penalty: 2628.682861
	Iteration 55Q: 3 clusters Score -407513.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -407513.500000 Penalty: 2628.682861
	Iteration 56F: 3 clusters Score -407513.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (20574 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20574 members 
Entering Unmasked Estep 
Score: -2595069.500000 Penalty: 1613.914795
	Iteration 0F: 2 clusters Score -2595070 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10369 members 
Mstep: Class 2 contains 10205 members 
Entering Unmasked Estep 
Score: -2581180.750000 Penalty: 3227.829590
	Iteration 0F: 3 clusters Score -2581181 nChanged 9191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10744 members 
Mstep: Class 2 contains 9830 members 
Entering Unmasked Estep 
Score: -2586139.000000 Penalty: 3227.829590
	Iteration 1F: 3 clusters Score -2586139 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10918 members 
Mstep: Class 2 contains 9656 members 
Entering Unmasked Estep 
Score: -2586452.000000 Penalty: 3227.829590
	Iteration 2Q: 3 clusters Score -2586452 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11172 members 
Mstep: Class 2 contains 9402 members 
Entering Unmasked Estep 
Score: -2586750.750000 Penalty: 3227.829590
	Iteration 3Q: 3 clusters Score -2586751 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11532 members 
Mstep: Class 2 contains 9042 members 
Entering Unmasked Estep 
Score: -2587068.750000 Penalty: 3227.829590
	Iteration 4Q: 3 clusters Score -2587069 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12013 members 
Mstep: Class 2 contains 8561 members 
Entering Unmasked Estep 
Score: -2587428.750000 Penalty: 3227.829590
	Iteration 5Q: 3 clusters Score -2587429 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12608 members 
Mstep: Class 2 contains 7966 members 
Entering Unmasked Estep 
Score: -2587853.750000 Penalty: 3227.829590
	Iteration 6Q: 3 clusters Score -2587854 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13349 members 
Mstep: Class 2 contains 7225 members 
Entering Unmasked Estep 
Score: -2588395.000000 Penalty: 3227.829590
	Iteration 7Q: 3 clusters Score -2588395 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14277 members 
Mstep: Class 2 contains 6297 members 
Entering Unmasked Estep 
Score: -2589124.000000 Penalty: 3227.829590
	Iteration 8F: 3 clusters Score -2589124 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15324 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -2589997.750000 Penalty: 3227.829590
	Iteration 9F: 3 clusters Score -2589998 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16266 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -2590801.500000 Penalty: 3227.829590
	Iteration 10F: 3 clusters Score -2590802 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17126 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -2591503.500000 Penalty: 3227.829590
	Iteration 11Q: 3 clusters Score -2591504 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17839 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -2592068.500000 Penalty: 3227.829590
	Iteration 12Q: 3 clusters Score -2592068 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18391 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -2592490.750000 Penalty: 3227.829590
	Iteration 13Q: 3 clusters Score -2592491 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18818 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -2592846.750000 Penalty: 3227.829590
	Iteration 14Q: 3 clusters Score -2592847 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19154 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -2593119.000000 Penalty: 3227.829590
	Iteration 15Q: 3 clusters Score -2593119 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19394 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -2593313.500000 Penalty: 3227.829590
	Iteration 16Q: 3 clusters Score -2593314 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19558 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -2593445.500000 Penalty: 3227.829590
	Iteration 17Q: 3 clusters Score -2593446 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19689 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -2593533.000000 Penalty: 3227.829590
	Iteration 18Q: 3 clusters Score -2593533 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19782 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -2593600.250000 Penalty: 3227.829590
	Iteration 19Q: 3 clusters Score -2593600 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19848 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -2593654.250000 Penalty: 3227.829590
	Iteration 20F: 3 clusters Score -2593654 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19899 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -2593686.500000 Penalty: 3227.829590
	Iteration 21Q: 3 clusters Score -2593686 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19925 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -2593705.750000 Penalty: 3227.829590
	Iteration 22Q: 3 clusters Score -2593706 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19946 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -2593717.750000 Penalty: 3227.829590
	Iteration 23Q: 3 clusters Score -2593718 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19970 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -2593724.250000 Penalty: 3227.829590
	Iteration 24Q: 3 clusters Score -2593724 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19989 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -2593738.750000 Penalty: 3227.829590
	Iteration 25Q: 3 clusters Score -2593739 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19995 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -2593747.250000 Penalty: 3227.829590
	Iteration 26Q: 3 clusters Score -2593747 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20007 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -2593751.500000 Penalty: 3227.829590
	Iteration 27Q: 3 clusters Score -2593752 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20021 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -2593760.750000 Penalty: 3227.829590
	Iteration 28Q: 3 clusters Score -2593761 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20027 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -2593761.750000 Penalty: 3227.829590
	Iteration 29Q: 3 clusters Score -2593762 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20031 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -2593764.500000 Penalty: 3227.829590
	Iteration 30Q: 3 clusters Score -2593764 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20032 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -2593766.250000 Penalty: 3227.829590
	Iteration 31Q: 3 clusters Score -2593766 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20034 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -2593766.000000 Penalty: 3227.829590
	Iteration 32Q: 3 clusters Score -2593766 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20034 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -2593767.250000 Penalty: 3227.829590
	Iteration 33Q: 3 clusters Score -2593767 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20035 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -2593766.000000 Penalty: 3227.829590
	Iteration 34Q: 3 clusters Score -2593766 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20035 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -2593766.000000 Penalty: 3227.829590
	Iteration 35F: 3 clusters Score -2593766 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (92054 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92054 members 
Entering Unmasked Estep 
Score: -11644885.000000 Penalty: 1857.396240
	Iteration 0F: 2 clusters Score -1.164488e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46119 members 
Mstep: Class 2 contains 45935 members 
Entering Unmasked Estep 
Score: -11583563.000000 Penalty: 3714.792480
	Iteration 0F: 3 clusters Score -1.158356e+07 nChanged 44001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46952 members 
Mstep: Class 2 contains 45102 members 
Entering Unmasked Estep 
Score: -11609595.000000 Penalty: 3714.792480
	Iteration 1F: 3 clusters Score -1.16096e+07 nChanged 3539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47253 members 
Mstep: Class 2 contains 44801 members 
Entering Unmasked Estep 
Score: -11610703.000000 Penalty: 3714.792480
	Iteration 2Q: 3 clusters Score -1.16107e+07 nChanged 3803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47716 members 
Mstep: Class 2 contains 44338 members 
Entering Unmasked Estep 
Score: -11612092.000000 Penalty: 3714.792480
	Iteration 3Q: 3 clusters Score -1.161209e+07 nChanged 4242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48352 members 
Mstep: Class 2 contains 43702 members 
Entering Unmasked Estep 
Score: -11613986.000000 Penalty: 3714.792480
	Iteration 4Q: 3 clusters Score -1.161399e+07 nChanged 4610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49210 members 
Mstep: Class 2 contains 42844 members 
Entering Unmasked Estep 
Score: -11615979.000000 Penalty: 3714.792480
	Iteration 5F: 3 clusters Score -1.161598e+07 nChanged 4627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50385 members 
Mstep: Class 2 contains 41669 members 
Entering Unmasked Estep 
Score: -11618117.000000 Penalty: 3714.792480
	Iteration 6F: 3 clusters Score -1.161812e+07 nChanged 4425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51986 members 
Mstep: Class 2 contains 40068 members 
Entering Unmasked Estep 
Score: -11620192.000000 Penalty: 3714.792480
	Iteration 7Q: 3 clusters Score -1.162019e+07 nChanged 4253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54105 members 
Mstep: Class 2 contains 37949 members 
Entering Unmasked Estep 
Score: -11622287.000000 Penalty: 3714.792480
	Iteration 8Q: 3 clusters Score -1.162229e+07 nChanged 4034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56653 members 
Mstep: Class 2 contains 35401 members 
Entering Unmasked Estep 
Score: -11624421.000000 Penalty: 3714.792480
	Iteration 9Q: 3 clusters Score -1.162442e+07 nChanged 3993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59706 members 
Mstep: Class 2 contains 32348 members 
Entering Unmasked Estep 
Score: -11626568.000000 Penalty: 3714.792480
	Iteration 10Q: 3 clusters Score -1.162657e+07 nChanged 4144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63192 members 
Mstep: Class 2 contains 28862 members 
Entering Unmasked Estep 
Score: -11628978.000000 Penalty: 3714.792480
	Iteration 11Q: 3 clusters Score -1.162898e+07 nChanged 4100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66940 members 
Mstep: Class 2 contains 25114 members 
Entering Unmasked Estep 
Score: -11631478.000000 Penalty: 3714.792480
	Iteration 12Q: 3 clusters Score -1.163148e+07 nChanged 4063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70793 members 
Mstep: Class 2 contains 21261 members 
Entering Unmasked Estep 
Score: -11633750.000000 Penalty: 3714.792480
	Iteration 13Q: 3 clusters Score -1.163375e+07 nChanged 3853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74526 members 
Mstep: Class 2 contains 17528 members 
Entering Unmasked Estep 
Score: -11635946.000000 Penalty: 3714.792480
	Iteration 14Q: 3 clusters Score -1.163595e+07 nChanged 3405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77889 members 
Mstep: Class 2 contains 14165 members 
Entering Unmasked Estep 
Score: -11637884.000000 Penalty: 3714.792480
	Iteration 15Q: 3 clusters Score -1.163788e+07 nChanged 2946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80813 members 
Mstep: Class 2 contains 11241 members 
Entering Unmasked Estep 
Score: -11639463.000000 Penalty: 3714.792480
	Iteration 16Q: 3 clusters Score -1.163946e+07 nChanged 2421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83218 members 
Mstep: Class 2 contains 8836 members 
Entering Unmasked Estep 
Score: -11640700.000000 Penalty: 3714.792480
	Iteration 17Q: 3 clusters Score -1.16407e+07 nChanged 1862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85076 members 
Mstep: Class 2 contains 6978 members 
Entering Unmasked Estep 
Score: -11641596.000000 Penalty: 3714.792480
	Iteration 18Q: 3 clusters Score -1.16416e+07 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86480 members 
Mstep: Class 2 contains 5574 members 
Entering Unmasked Estep 
Score: -11642217.000000 Penalty: 3714.792480
	Iteration 19Q: 3 clusters Score -1.164222e+07 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87479 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -11642590.000000 Penalty: 3714.792480
	Iteration 20F: 3 clusters Score -1.164259e+07 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88197 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -11642836.000000 Penalty: 3714.792480
	Iteration 21Q: 3 clusters Score -1.164284e+07 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88724 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -11643028.000000 Penalty: 3714.792480
	Iteration 22Q: 3 clusters Score -1.164303e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89120 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -11643176.000000 Penalty: 3714.792480
	Iteration 23Q: 3 clusters Score -1.164318e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89433 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -11643305.000000 Penalty: 3714.792480
	Iteration 24Q: 3 clusters Score -1.16433e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89660 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -11643420.000000 Penalty: 3714.792480
	Iteration 25Q: 3 clusters Score -1.164342e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89849 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -11643517.000000 Penalty: 3714.792480
	Iteration 26Q: 3 clusters Score -1.164352e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89981 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -11643587.000000 Penalty: 3714.792480
	Iteration 27Q: 3 clusters Score -1.164359e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90076 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -11643632.000000 Penalty: 3714.792480
	Iteration 28Q: 3 clusters Score -1.164363e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90169 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -11643671.000000 Penalty: 3714.792480
	Iteration 29Q: 3 clusters Score -1.164367e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90246 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -11643697.000000 Penalty: 3714.792480
	Iteration 30Q: 3 clusters Score -1.16437e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90297 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -11643720.000000 Penalty: 3714.792480
	Iteration 31Q: 3 clusters Score -1.164372e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90340 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -11643738.000000 Penalty: 3714.792480
	Iteration 32Q: 3 clusters Score -1.164374e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90376 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -11643753.000000 Penalty: 3714.792480
	Iteration 33Q: 3 clusters Score -1.164375e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90389 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -11643764.000000 Penalty: 3714.792480
	Iteration 34Q: 3 clusters Score -1.164376e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90404 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -11643754.000000 Penalty: 3714.792480
	Iteration 35Q: 3 clusters Score -1.164375e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90414 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -11643771.000000 Penalty: 3714.792480
	Iteration 36Q: 3 clusters Score -1.164377e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90434 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -11643784.000000 Penalty: 3714.792480
	Iteration 37Q: 3 clusters Score -1.164378e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90437 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -11643786.000000 Penalty: 3714.792480
	Iteration 38Q: 3 clusters Score -1.164379e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90439 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -11643785.000000 Penalty: 3714.792480
	Iteration 39Q: 3 clusters Score -1.164378e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90440 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -11643785.000000 Penalty: 3714.792480
	Iteration 40F: 3 clusters Score -1.164378e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90446 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -11643785.000000 Penalty: 3714.792480
	Iteration 41Q: 3 clusters Score -1.164378e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90447 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -11643797.000000 Penalty: 3714.792480
	Iteration 42Q: 3 clusters Score -1.16438e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90448 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -11643798.000000 Penalty: 3714.792480
	Iteration 43Q: 3 clusters Score -1.16438e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90449 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -11643797.000000 Penalty: 3714.792480
	Iteration 44Q: 3 clusters Score -1.16438e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90454 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -11643801.000000 Penalty: 3714.792480
	Iteration 45Q: 3 clusters Score -1.16438e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90459 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -11643797.000000 Penalty: 3714.792480
	Iteration 46Q: 3 clusters Score -1.16438e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90456 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -11643802.000000 Penalty: 3714.792480
	Iteration 47Q: 3 clusters Score -1.16438e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90458 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -11643797.000000 Penalty: 3714.792480
	Iteration 48Q: 3 clusters Score -1.16438e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90458 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -11643797.000000 Penalty: 3714.792480
	Iteration 49F: 3 clusters Score -1.16438e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (2816 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Entering Unmasked Estep 
Score: -332728.812500 Penalty: 1290.749390
	Iteration 0F: 2 clusters Score -332728.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -330138.562500 Penalty: 2581.498779
	Iteration 0F: 3 clusters Score -330138.6 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -330788.343750 Penalty: 2581.498779
	Iteration 1F: 3 clusters Score -330788.3 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -330942.843750 Penalty: 2581.498779
	Iteration 2F: 3 clusters Score -330942.8 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -331074.281250 Penalty: 2581.498779
	Iteration 3F: 3 clusters Score -331074.3 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -331207.781250 Penalty: 2581.498779
	Iteration 4F: 3 clusters Score -331207.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -331319.906250 Penalty: 2581.498779
	Iteration 5Q: 3 clusters Score -331319.9 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -331432.937500 Penalty: 2581.498779
	Iteration 6Q: 3 clusters Score -331432.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -331538.062500 Penalty: 2581.498779
	Iteration 7Q: 3 clusters Score -331538.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -331642.031250 Penalty: 2581.498779
	Iteration 8Q: 3 clusters Score -331642 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -331740.000000 Penalty: 2581.498779
	Iteration 9Q: 3 clusters Score -331740 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -331836.218750 Penalty: 2581.498779
	Iteration 10Q: 3 clusters Score -331836.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -331952.375000 Penalty: 2581.498779
	Iteration 11Q: 3 clusters Score -331952.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -332117.656250 Penalty: 2581.498779
	Iteration 12Q: 3 clusters Score -332117.7 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -332339.625000 Penalty: 2581.498779
	Iteration 13Q: 3 clusters Score -332339.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -332526.093750 Penalty: 2581.498779
	Iteration 14Q: 3 clusters Score -332526.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -332710.000000 Penalty: 2581.498779
	Iteration 15Q: 3 clusters Score -332710 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -332839.687500 Penalty: 2581.498779
	Iteration 16Q: 3 clusters Score -332839.7 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -332945.031250 Penalty: 2581.498779
	Iteration 17Q: 3 clusters Score -332945 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -333040.843750 Penalty: 2581.498779
	Iteration 18Q: 3 clusters Score -333040.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -333137.312500 Penalty: 2581.498779
	Iteration 19Q: 3 clusters Score -333137.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -333210.906250 Penalty: 2581.498779
	Iteration 20F: 3 clusters Score -333210.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -333275.968750 Penalty: 2581.498779
	Iteration 21Q: 3 clusters Score -333276 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -333323.937500 Penalty: 2581.498779
	Iteration 22Q: 3 clusters Score -333323.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -333365.562500 Penalty: 2581.498779
	Iteration 23Q: 3 clusters Score -333365.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -333391.062500 Penalty: 2581.498779
	Iteration 24Q: 3 clusters Score -333391.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -333418.406250 Penalty: 2581.498779
	Iteration 25Q: 3 clusters Score -333418.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -333432.250000 Penalty: 2581.498779
	Iteration 26Q: 3 clusters Score -333432.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -333438.062500 Penalty: 2581.498779
	Iteration 27Q: 3 clusters Score -333438.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -333441.250000 Penalty: 2581.498779
	Iteration 28Q: 3 clusters Score -333441.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -333441.531250 Penalty: 2581.498779
	Iteration 29Q: 3 clusters Score -333441.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -333441.531250 Penalty: 2581.498779
	Iteration 30F: 3 clusters Score -333441.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 498 members 
Mstep: Class 3 contains 22014 members 
Mstep: Class 4 contains 3256 members 
Mstep: Class 5 contains 20574 members 
Mstep: Class 6 contains 92054 members 
Mstep: Class 7 contains 1702 members 
Mstep: Class 8 contains 149146 members 
Mstep: Class 9 contains 5006 members 
Mstep: Class 10 contains 5125 members 
Mstep: Class 11 contains 8690 members 
Mstep: Class 12 contains 2384 members 
Mstep: Class 13 contains 5154 members 
Mstep: Class 14 contains 7314 members 
Mstep: Class 15 contains 22259 members 
Mstep: Class 16 contains 5499 members 
Mstep: Class 17 contains 4315 members 
Mstep: Class 18 contains 12868 members 
Mstep: Class 19 contains 7821 members 
Mstep: Class 20 contains 4568 members 
Mstep: Class 21 contains 49552 members 
Mstep: Class 22 contains 4479 members 
Mstep: Class 23 contains 9419 members 
Mstep: Class 24 contains 17498 members 
Mstep: Class 25 contains 504 members 
Mstep: Class 26 contains 28695 members 
Mstep: Class 27 contains 3198 members 
Mstep: Class 28 contains 16258 members 
Mstep: Class 29 contains 38019 members 
Mstep: Class 30 contains 19773 members 
Mstep: Class 31 contains 35635 members 
Mstep: Class 32 contains 3344 members 
Mstep: Class 33 contains 6321 members 
Mstep: Class 34 contains 11190 members 
Mstep: Class 35 contains 17689 members 
Mstep: Class 36 contains 12091 members 
Mstep: Class 37 contains 2761 members 
Mstep: Class 38 contains 17324 members 
Mstep: Class 39 contains 4247 members 
Mstep: Class 40 contains 2985 members 
Mstep: Class 41 contains 9657 members 
Mstep: Class 42 contains 7074 members 
Mstep: Class 43 contains 27574 members 
Mstep: Class 44 contains 4304 members 
Mstep: Class 45 contains 21712 members 
Mstep: Class 46 contains 9377 members 
Mstep: Class 47 contains 1767 members 
Mstep: Class 48 contains 20720 members 
Mstep: Class 49 contains 35229 members 
Mstep: Class 50 contains 1114 members 
Entering Unmasked Estep 
Score: -100304376.000000 Penalty: 110644.859375
Splitting cluster 7 changes total score from -100304664.000000 to -100304376.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (149146 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149146 members 
Entering Unmasked Estep 
Score: -19138918.000000 Penalty: 1935.810547
	Iteration 0F: 2 clusters Score -1.913892e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74570 members 
Mstep: Class 2 contains 74576 members 
Entering Unmasked Estep 
Score: -19058006.000000 Penalty: 3871.621094
	Iteration 0F: 3 clusters Score -1.905801e+07 nChanged 71843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74231 members 
Mstep: Class 2 contains 74915 members 
Entering Unmasked Estep 
Score: -19099154.000000 Penalty: 3871.621094
	Iteration 1F: 3 clusters Score -1.909915e+07 nChanged 3690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74351 members 
Mstep: Class 2 contains 74795 members 
Entering Unmasked Estep 
Score: -19099658.000000 Penalty: 3871.621094
	Iteration 2Q: 3 clusters Score -1.909966e+07 nChanged 3643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74528 members 
Mstep: Class 2 contains 74618 members 
Entering Unmasked Estep 
Score: -19100186.000000 Penalty: 3871.621094
	Iteration 3Q: 3 clusters Score -1.910019e+07 nChanged 3688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74808 members 
Mstep: Class 2 contains 74338 members 
Entering Unmasked Estep 
Score: -19100770.000000 Penalty: 3871.621094
	Iteration 4Q: 3 clusters Score -1.910077e+07 nChanged 3938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75282 members 
Mstep: Class 2 contains 73864 members 
Entering Unmasked Estep 
Score: -19101412.000000 Penalty: 3871.621094
	Iteration 5Q: 3 clusters Score -1.910141e+07 nChanged 4432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76068 members 
Mstep: Class 2 contains 73078 members 
Entering Unmasked Estep 
Score: -19102392.000000 Penalty: 3871.621094
	Iteration 6Q: 3 clusters Score -1.910239e+07 nChanged 5130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77274 members 
Mstep: Class 2 contains 71872 members 
Entering Unmasked Estep 
Score: -19103908.000000 Penalty: 3871.621094
	Iteration 7Q: 3 clusters Score -1.910391e+07 nChanged 5952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78952 members 
Mstep: Class 2 contains 70194 members 
Entering Unmasked Estep 
Score: -19106078.000000 Penalty: 3871.621094
	Iteration 8Q: 3 clusters Score -1.910608e+07 nChanged 7052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81026 members 
Mstep: Class 2 contains 68120 members 
Entering Unmasked Estep 
Score: -19109250.000000 Penalty: 3871.621094
	Iteration 9Q: 3 clusters Score -1.910925e+07 nChanged 8082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83430 members 
Mstep: Class 2 contains 65716 members 
Entering Unmasked Estep 
Score: -19113992.000000 Penalty: 3871.621094
	Iteration 10F: 3 clusters Score -1.911399e+07 nChanged 8779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85557 members 
Mstep: Class 2 contains 63589 members 
Entering Unmasked Estep 
Score: -19120042.000000 Penalty: 3871.621094
	Iteration 11F: 3 clusters Score -1.912004e+07 nChanged 8623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87024 members 
Mstep: Class 2 contains 62122 members 
Entering Unmasked Estep 
Score: -19125582.000000 Penalty: 3871.621094
	Iteration 12F: 3 clusters Score -1.912558e+07 nChanged 6895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87989 members 
Mstep: Class 2 contains 61157 members 
Entering Unmasked Estep 
Score: -19128302.000000 Penalty: 3871.621094
	Iteration 13Q: 3 clusters Score -1.91283e+07 nChanged 4240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88807 members 
Mstep: Class 2 contains 60339 members 
Entering Unmasked Estep 
Score: -19129378.000000 Penalty: 3871.621094
	Iteration 14Q: 3 clusters Score -1.912938e+07 nChanged 2266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89629 members 
Mstep: Class 2 contains 59517 members 
Entering Unmasked Estep 
Score: -19129554.000000 Penalty: 3871.621094
	Iteration 15Q: 3 clusters Score -1.912955e+07 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90401 members 
Mstep: Class 2 contains 58745 members 
Entering Unmasked Estep 
Score: -19129658.000000 Penalty: 3871.621094
	Iteration 16Q: 3 clusters Score -1.912966e+07 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91251 members 
Mstep: Class 2 contains 57895 members 
Entering Unmasked Estep 
Score: -19129796.000000 Penalty: 3871.621094
	Iteration 17Q: 3 clusters Score -1.91298e+07 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92134 members 
Mstep: Class 2 contains 57012 members 
Entering Unmasked Estep 
Score: -19129876.000000 Penalty: 3871.621094
	Iteration 18Q: 3 clusters Score -1.912988e+07 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92941 members 
Mstep: Class 2 contains 56205 members 
Entering Unmasked Estep 
Score: -19129976.000000 Penalty: 3871.621094
	Iteration 19Q: 3 clusters Score -1.912998e+07 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93757 members 
Mstep: Class 2 contains 55389 members 
Entering Unmasked Estep 
Score: -19130058.000000 Penalty: 3871.621094
	Iteration 20F: 3 clusters Score -1.913006e+07 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94552 members 
Mstep: Class 2 contains 54594 members 
Entering Unmasked Estep 
Score: -19130174.000000 Penalty: 3871.621094
	Iteration 21Q: 3 clusters Score -1.913017e+07 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95294 members 
Mstep: Class 2 contains 53852 members 
Entering Unmasked Estep 
Score: -19130342.000000 Penalty: 3871.621094
	Iteration 22Q: 3 clusters Score -1.913034e+07 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96016 members 
Mstep: Class 2 contains 53130 members 
Entering Unmasked Estep 
Score: -19130358.000000 Penalty: 3871.621094
	Iteration 23Q: 3 clusters Score -1.913036e+07 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96650 members 
Mstep: Class 2 contains 52496 members 
Entering Unmasked Estep 
Score: -19130392.000000 Penalty: 3871.621094
	Iteration 24Q: 3 clusters Score -1.913039e+07 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97172 members 
Mstep: Class 2 contains 51974 members 
Entering Unmasked Estep 
Score: -19130500.000000 Penalty: 3871.621094
	Iteration 25Q: 3 clusters Score -1.91305e+07 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97720 members 
Mstep: Class 2 contains 51426 members 
Entering Unmasked Estep 
Score: -19130694.000000 Penalty: 3871.621094
	Iteration 26Q: 3 clusters Score -1.913069e+07 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98240 members 
Mstep: Class 2 contains 50906 members 
Entering Unmasked Estep 
Score: -19130818.000000 Penalty: 3871.621094
	Iteration 27Q: 3 clusters Score -1.913082e+07 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98681 members 
Mstep: Class 2 contains 50465 members 
Entering Unmasked Estep 
Score: -19131120.000000 Penalty: 3871.621094
	Iteration 28Q: 3 clusters Score -1.913112e+07 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99104 members 
Mstep: Class 2 contains 50042 members 
Entering Unmasked Estep 
Score: -19131284.000000 Penalty: 3871.621094
	Iteration 29Q: 3 clusters Score -1.913128e+07 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99483 members 
Mstep: Class 2 contains 49663 members 
Entering Unmasked Estep 
Score: -19131388.000000 Penalty: 3871.621094
	Iteration 30Q: 3 clusters Score -1.913139e+07 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99832 members 
Mstep: Class 2 contains 49314 members 
Entering Unmasked Estep 
Score: -19131442.000000 Penalty: 3871.621094
	Iteration 31Q: 3 clusters Score -1.913144e+07 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100139 members 
Mstep: Class 2 contains 49007 members 
Entering Unmasked Estep 
Score: -19131620.000000 Penalty: 3871.621094
	Iteration 32Q: 3 clusters Score -1.913162e+07 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100449 members 
Mstep: Class 2 contains 48697 members 
Entering Unmasked Estep 
Score: -19131724.000000 Penalty: 3871.621094
	Iteration 33Q: 3 clusters Score -1.913172e+07 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100783 members 
Mstep: Class 2 contains 48363 members 
Entering Unmasked Estep 
Score: -19131808.000000 Penalty: 3871.621094
	Iteration 34Q: 3 clusters Score -1.913181e+07 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101079 members 
Mstep: Class 2 contains 48067 members 
Entering Unmasked Estep 
Score: -19131942.000000 Penalty: 3871.621094
	Iteration 35Q: 3 clusters Score -1.913194e+07 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101388 members 
Mstep: Class 2 contains 47758 members 
Entering Unmasked Estep 
Score: -19132060.000000 Penalty: 3871.621094
	Iteration 36Q: 3 clusters Score -1.913206e+07 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101646 members 
Mstep: Class 2 contains 47500 members 
Entering Unmasked Estep 
Score: -19132124.000000 Penalty: 3871.621094
	Iteration 37Q: 3 clusters Score -1.913212e+07 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101933 members 
Mstep: Class 2 contains 47213 members 
Entering Unmasked Estep 
Score: -19132222.000000 Penalty: 3871.621094
	Iteration 38Q: 3 clusters Score -1.913222e+07 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102188 members 
Mstep: Class 2 contains 46958 members 
Entering Unmasked Estep 
Score: -19132344.000000 Penalty: 3871.621094
	Iteration 39Q: 3 clusters Score -1.913234e+07 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102435 members 
Mstep: Class 2 contains 46711 members 
Entering Unmasked Estep 
Score: -19132450.000000 Penalty: 3871.621094
	Iteration 40F: 3 clusters Score -1.913245e+07 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102682 members 
Mstep: Class 2 contains 46464 members 
Entering Unmasked Estep 
Score: -19132474.000000 Penalty: 3871.621094
	Iteration 41Q: 3 clusters Score -1.913247e+07 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102899 members 
Mstep: Class 2 contains 46247 members 
Entering Unmasked Estep 
Score: -19132592.000000 Penalty: 3871.621094
	Iteration 42Q: 3 clusters Score -1.913259e+07 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103042 members 
Mstep: Class 2 contains 46104 members 
Entering Unmasked Estep 
Score: -19132768.000000 Penalty: 3871.621094
	Iteration 43Q: 3 clusters Score -1.913277e+07 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103228 members 
Mstep: Class 2 contains 45918 members 
Entering Unmasked Estep 
Score: -19132892.000000 Penalty: 3871.621094
	Iteration 44Q: 3 clusters Score -1.913289e+07 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103438 members 
Mstep: Class 2 contains 45708 members 
Entering Unmasked Estep 
Score: -19133024.000000 Penalty: 3871.621094
	Iteration 45Q: 3 clusters Score -1.913302e+07 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103658 members 
Mstep: Class 2 contains 45488 members 
Entering Unmasked Estep 
Score: -19133130.000000 Penalty: 3871.621094
	Iteration 46Q: 3 clusters Score -1.913313e+07 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103904 members 
Mstep: Class 2 contains 45242 members 
Entering Unmasked Estep 
Score: -19133230.000000 Penalty: 3871.621094
	Iteration 47Q: 3 clusters Score -1.913323e+07 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104187 members 
Mstep: Class 2 contains 44959 members 
Entering Unmasked Estep 
Score: -19133344.000000 Penalty: 3871.621094
	Iteration 48Q: 3 clusters Score -1.913334e+07 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104457 members 
Mstep: Class 2 contains 44689 members 
Entering Unmasked Estep 
Score: -19133414.000000 Penalty: 3871.621094
	Iteration 49Q: 3 clusters Score -1.913341e+07 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104729 members 
Mstep: Class 2 contains 44417 members 
Entering Unmasked Estep 
Score: -19133540.000000 Penalty: 3871.621094
	Iteration 50Q: 3 clusters Score -1.913354e+07 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104968 members 
Mstep: Class 2 contains 44178 members 
Entering Unmasked Estep 
Score: -19133568.000000 Penalty: 3871.621094
	Iteration 51Q: 3 clusters Score -1.913357e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105202 members 
Mstep: Class 2 contains 43944 members 
Entering Unmasked Estep 
Score: -19133684.000000 Penalty: 3871.621094
	Iteration 52Q: 3 clusters Score -1.913368e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105519 members 
Mstep: Class 2 contains 43627 members 
Entering Unmasked Estep 
Score: -19133716.000000 Penalty: 3871.621094
	Iteration 53Q: 3 clusters Score -1.913372e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105857 members 
Mstep: Class 2 contains 43289 members 
Entering Unmasked Estep 
Score: -19133810.000000 Penalty: 3871.621094
	Iteration 54Q: 3 clusters Score -1.913381e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106195 members 
Mstep: Class 2 contains 42951 members 
Entering Unmasked Estep 
Score: -19133846.000000 Penalty: 3871.621094
	Iteration 55Q: 3 clusters Score -1.913385e+07 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106550 members 
Mstep: Class 2 contains 42596 members 
Entering Unmasked Estep 
Score: -19133966.000000 Penalty: 3871.621094
	Iteration 56Q: 3 clusters Score -1.913397e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106931 members 
Mstep: Class 2 contains 42215 members 
Entering Unmasked Estep 
Score: -19134106.000000 Penalty: 3871.621094
	Iteration 57Q: 3 clusters Score -1.913411e+07 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107335 members 
Mstep: Class 2 contains 41811 members 
Entering Unmasked Estep 
Score: -19134262.000000 Penalty: 3871.621094
	Iteration 58Q: 3 clusters Score -1.913426e+07 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107815 members 
Mstep: Class 2 contains 41331 members 
Entering Unmasked Estep 
Score: -19134412.000000 Penalty: 3871.621094
	Iteration 59Q: 3 clusters Score -1.913441e+07 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108304 members 
Mstep: Class 2 contains 40842 members 
Entering Unmasked Estep 
Score: -19134568.000000 Penalty: 3871.621094
	Iteration 60F: 3 clusters Score -1.913457e+07 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108794 members 
Mstep: Class 2 contains 40352 members 
Entering Unmasked Estep 
Score: -19134680.000000 Penalty: 3871.621094
	Iteration 61Q: 3 clusters Score -1.913468e+07 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109348 members 
Mstep: Class 2 contains 39798 members 
Entering Unmasked Estep 
Score: -19134860.000000 Penalty: 3871.621094
	Iteration 62Q: 3 clusters Score -1.913486e+07 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109902 members 
Mstep: Class 2 contains 39244 members 
Entering Unmasked Estep 
Score: -19135018.000000 Penalty: 3871.621094
	Iteration 63Q: 3 clusters Score -1.913502e+07 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110477 members 
Mstep: Class 2 contains 38669 members 
Entering Unmasked Estep 
Score: -19135270.000000 Penalty: 3871.621094
	Iteration 64Q: 3 clusters Score -1.913527e+07 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111127 members 
Mstep: Class 2 contains 38019 members 
Entering Unmasked Estep 
Score: -19135494.000000 Penalty: 3871.621094
	Iteration 65Q: 3 clusters Score -1.913549e+07 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111801 members 
Mstep: Class 2 contains 37345 members 
Entering Unmasked Estep 
Score: -19135696.000000 Penalty: 3871.621094
	Iteration 66Q: 3 clusters Score -1.91357e+07 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112471 members 
Mstep: Class 2 contains 36675 members 
Entering Unmasked Estep 
Score: -19135994.000000 Penalty: 3871.621094
	Iteration 67Q: 3 clusters Score -1.913599e+07 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113187 members 
Mstep: Class 2 contains 35959 members 
Entering Unmasked Estep 
Score: -19136224.000000 Penalty: 3871.621094
	Iteration 68Q: 3 clusters Score -1.913622e+07 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113937 members 
Mstep: Class 2 contains 35209 members 
Entering Unmasked Estep 
Score: -19136448.000000 Penalty: 3871.621094
	Iteration 69Q: 3 clusters Score -1.913645e+07 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114693 members 
Mstep: Class 2 contains 34453 members 
Entering Unmasked Estep 
Score: -19136698.000000 Penalty: 3871.621094
	Iteration 70Q: 3 clusters Score -1.91367e+07 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115416 members 
Mstep: Class 2 contains 33730 members 
Entering Unmasked Estep 
Score: -19136858.000000 Penalty: 3871.621094
	Iteration 71Q: 3 clusters Score -1.913686e+07 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116158 members 
Mstep: Class 2 contains 32988 members 
Entering Unmasked Estep 
Score: -19137070.000000 Penalty: 3871.621094
	Iteration 72Q: 3 clusters Score -1.913707e+07 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116921 members 
Mstep: Class 2 contains 32225 members 
Entering Unmasked Estep 
Score: -19137204.000000 Penalty: 3871.621094
	Iteration 73Q: 3 clusters Score -1.91372e+07 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117662 members 
Mstep: Class 2 contains 31484 members 
Entering Unmasked Estep 
Score: -19137260.000000 Penalty: 3871.621094
	Iteration 74Q: 3 clusters Score -1.913726e+07 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118374 members 
Mstep: Class 2 contains 30772 members 
Entering Unmasked Estep 
Score: -19137368.000000 Penalty: 3871.621094
	Iteration 75Q: 3 clusters Score -1.913737e+07 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119057 members 
Mstep: Class 2 contains 30089 members 
Entering Unmasked Estep 
Score: -19137518.000000 Penalty: 3871.621094
	Iteration 76Q: 3 clusters Score -1.913752e+07 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119742 members 
Mstep: Class 2 contains 29404 members 
Entering Unmasked Estep 
Score: -19137754.000000 Penalty: 3871.621094
	Iteration 77Q: 3 clusters Score -1.913775e+07 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120439 members 
Mstep: Class 2 contains 28707 members 
Entering Unmasked Estep 
Score: -19137950.000000 Penalty: 3871.621094
	Iteration 78Q: 3 clusters Score -1.913795e+07 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121138 members 
Mstep: Class 2 contains 28008 members 
Entering Unmasked Estep 
Score: -19138182.000000 Penalty: 3871.621094
	Iteration 79Q: 3 clusters Score -1.913818e+07 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121815 members 
Mstep: Class 2 contains 27331 members 
Entering Unmasked Estep 
Score: -19138320.000000 Penalty: 3871.621094
	Iteration 80F: 3 clusters Score -1.913832e+07 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122495 members 
Mstep: Class 2 contains 26651 members 
Entering Unmasked Estep 
Score: -19138402.000000 Penalty: 3871.621094
	Iteration 81Q: 3 clusters Score -1.91384e+07 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123193 members 
Mstep: Class 2 contains 25953 members 
Entering Unmasked Estep 
Score: -19138568.000000 Penalty: 3871.621094
	Iteration 82Q: 3 clusters Score -1.913857e+07 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123843 members 
Mstep: Class 2 contains 25303 members 
Entering Unmasked Estep 
Score: -19138622.000000 Penalty: 3871.621094
	Iteration 83Q: 3 clusters Score -1.913862e+07 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124492 members 
Mstep: Class 2 contains 24654 members 
Entering Unmasked Estep 
Score: -19138668.000000 Penalty: 3871.621094
	Iteration 84Q: 3 clusters Score -1.913867e+07 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125120 members 
Mstep: Class 2 contains 24026 members 
Entering Unmasked Estep 
Score: -19138710.000000 Penalty: 3871.621094
	Iteration 85Q: 3 clusters Score -1.913871e+07 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125713 members 
Mstep: Class 2 contains 23433 members 
Entering Unmasked Estep 
Score: -19138722.000000 Penalty: 3871.621094
	Iteration 86Q: 3 clusters Score -1.913872e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126210 members 
Mstep: Class 2 contains 22936 members 
Entering Unmasked Estep 
Score: -19138774.000000 Penalty: 3871.621094
	Iteration 87Q: 3 clusters Score -1.913877e+07 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126714 members 
Mstep: Class 2 contains 22432 members 
Entering Unmasked Estep 
Score: -19138856.000000 Penalty: 3871.621094
	Iteration 88Q: 3 clusters Score -1.913886e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127235 members 
Mstep: Class 2 contains 21911 members 
Entering Unmasked Estep 
Score: -19138934.000000 Penalty: 3871.621094
	Iteration 89Q: 3 clusters Score -1.913893e+07 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127766 members 
Mstep: Class 2 contains 21380 members 
Entering Unmasked Estep 
Score: -19139018.000000 Penalty: 3871.621094
	Iteration 90Q: 3 clusters Score -1.913902e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128257 members 
Mstep: Class 2 contains 20889 members 
Entering Unmasked Estep 
Score: -19139022.000000 Penalty: 3871.621094
	Iteration 91Q: 3 clusters Score -1.913902e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128732 members 
Mstep: Class 2 contains 20414 members 
Entering Unmasked Estep 
Score: -19139094.000000 Penalty: 3871.621094
	Iteration 92Q: 3 clusters Score -1.913909e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129159 members 
Mstep: Class 2 contains 19987 members 
Entering Unmasked Estep 
Score: -19139120.000000 Penalty: 3871.621094
	Iteration 93Q: 3 clusters Score -1.913912e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129595 members 
Mstep: Class 2 contains 19551 members 
Entering Unmasked Estep 
Score: -19139082.000000 Penalty: 3871.621094
	Iteration 94Q: 3 clusters Score -1.913908e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130011 members 
Mstep: Class 2 contains 19135 members 
Entering Unmasked Estep 
Score: -19139128.000000 Penalty: 3871.621094
	Iteration 95Q: 3 clusters Score -1.913913e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130407 members 
Mstep: Class 2 contains 18739 members 
Entering Unmasked Estep 
Score: -19139222.000000 Penalty: 3871.621094
	Iteration 96Q: 3 clusters Score -1.913922e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130774 members 
Mstep: Class 2 contains 18372 members 
Entering Unmasked Estep 
Score: -19139194.000000 Penalty: 3871.621094
	Iteration 97Q: 3 clusters Score -1.913919e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131172 members 
Mstep: Class 2 contains 17974 members 
Entering Unmasked Estep 
Score: -19139198.000000 Penalty: 3871.621094
	Iteration 98Q: 3 clusters Score -1.91392e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131592 members 
Mstep: Class 2 contains 17554 members 
Entering Unmasked Estep 
Score: -19139210.000000 Penalty: 3871.621094
	Iteration 99Q: 3 clusters Score -1.913921e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132001 members 
Mstep: Class 2 contains 17145 members 
Entering Unmasked Estep 
Score: -19139250.000000 Penalty: 3871.621094
	Iteration 100F: 3 clusters Score -1.913925e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132412 members 
Mstep: Class 2 contains 16734 members 
Entering Unmasked Estep 
Score: -19139226.000000 Penalty: 3871.621094
	Iteration 101Q: 3 clusters Score -1.913923e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132830 members 
Mstep: Class 2 contains 16316 members 
Entering Unmasked Estep 
Score: -19139306.000000 Penalty: 3871.621094
	Iteration 102Q: 3 clusters Score -1.913931e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133263 members 
Mstep: Class 2 contains 15883 members 
Entering Unmasked Estep 
Score: -19139294.000000 Penalty: 3871.621094
	Iteration 103Q: 3 clusters Score -1.913929e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133649 members 
Mstep: Class 2 contains 15497 members 
Entering Unmasked Estep 
Score: -19139324.000000 Penalty: 3871.621094
	Iteration 104Q: 3 clusters Score -1.913932e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134038 members 
Mstep: Class 2 contains 15108 members 
Entering Unmasked Estep 
Score: -19139376.000000 Penalty: 3871.621094
	Iteration 105Q: 3 clusters Score -1.913938e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134421 members 
Mstep: Class 2 contains 14725 members 
Entering Unmasked Estep 
Score: -19139410.000000 Penalty: 3871.621094
	Iteration 106Q: 3 clusters Score -1.913941e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134782 members 
Mstep: Class 2 contains 14364 members 
Entering Unmasked Estep 
Score: -19139428.000000 Penalty: 3871.621094
	Iteration 107Q: 3 clusters Score -1.913943e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135093 members 
Mstep: Class 2 contains 14053 members 
Entering Unmasked Estep 
Score: -19139486.000000 Penalty: 3871.621094
	Iteration 108Q: 3 clusters Score -1.913949e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135416 members 
Mstep: Class 2 contains 13730 members 
Entering Unmasked Estep 
Score: -19139512.000000 Penalty: 3871.621094
	Iteration 109Q: 3 clusters Score -1.913951e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135734 members 
Mstep: Class 2 contains 13412 members 
Entering Unmasked Estep 
Score: -19139534.000000 Penalty: 3871.621094
	Iteration 110Q: 3 clusters Score -1.913953e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136044 members 
Mstep: Class 2 contains 13102 members 
Entering Unmasked Estep 
Score: -19139522.000000 Penalty: 3871.621094
	Iteration 111Q: 3 clusters Score -1.913952e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136318 members 
Mstep: Class 2 contains 12828 members 
Entering Unmasked Estep 
Score: -19139478.000000 Penalty: 3871.621094
	Iteration 112Q: 3 clusters Score -1.913948e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136593 members 
Mstep: Class 2 contains 12553 members 
Entering Unmasked Estep 
Score: -19139424.000000 Penalty: 3871.621094
	Iteration 113Q: 3 clusters Score -1.913942e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136849 members 
Mstep: Class 2 contains 12297 members 
Entering Unmasked Estep 
Score: -19139384.000000 Penalty: 3871.621094
	Iteration 114Q: 3 clusters Score -1.913938e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137098 members 
Mstep: Class 2 contains 12048 members 
Entering Unmasked Estep 
Score: -19139336.000000 Penalty: 3871.621094
	Iteration 115Q: 3 clusters Score -1.913934e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137315 members 
Mstep: Class 2 contains 11831 members 
Entering Unmasked Estep 
Score: -19139354.000000 Penalty: 3871.621094
	Iteration 116Q: 3 clusters Score -1.913935e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137527 members 
Mstep: Class 2 contains 11619 members 
Entering Unmasked Estep 
Score: -19139344.000000 Penalty: 3871.621094
	Iteration 117Q: 3 clusters Score -1.913934e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137736 members 
Mstep: Class 2 contains 11410 members 
Entering Unmasked Estep 
Score: -19139322.000000 Penalty: 3871.621094
	Iteration 118Q: 3 clusters Score -1.913932e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137944 members 
Mstep: Class 2 contains 11202 members 
Entering Unmasked Estep 
Score: -19139334.000000 Penalty: 3871.621094
	Iteration 119Q: 3 clusters Score -1.913933e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138152 members 
Mstep: Class 2 contains 10994 members 
Entering Unmasked Estep 
Score: -19139338.000000 Penalty: 3871.621094
	Iteration 120F: 3 clusters Score -1.913934e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138366 members 
Mstep: Class 2 contains 10780 members 
Entering Unmasked Estep 
Score: -19139306.000000 Penalty: 3871.621094
	Iteration 121Q: 3 clusters Score -1.913931e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138586 members 
Mstep: Class 2 contains 10560 members 
Entering Unmasked Estep 
Score: -19139264.000000 Penalty: 3871.621094
	Iteration 122Q: 3 clusters Score -1.913926e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138809 members 
Mstep: Class 2 contains 10337 members 
Entering Unmasked Estep 
Score: -19139282.000000 Penalty: 3871.621094
	Iteration 123Q: 3 clusters Score -1.913928e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139042 members 
Mstep: Class 2 contains 10104 members 
Entering Unmasked Estep 
Score: -19139276.000000 Penalty: 3871.621094
	Iteration 124Q: 3 clusters Score -1.913928e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139260 members 
Mstep: Class 2 contains 9886 members 
Entering Unmasked Estep 
Score: -19139326.000000 Penalty: 3871.621094
	Iteration 125Q: 3 clusters Score -1.913933e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139486 members 
Mstep: Class 2 contains 9660 members 
Entering Unmasked Estep 
Score: -19139328.000000 Penalty: 3871.621094
	Iteration 126Q: 3 clusters Score -1.913933e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139716 members 
Mstep: Class 2 contains 9430 members 
Entering Unmasked Estep 
Score: -19139312.000000 Penalty: 3871.621094
	Iteration 127Q: 3 clusters Score -1.913931e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139954 members 
Mstep: Class 2 contains 9192 members 
Entering Unmasked Estep 
Score: -19139236.000000 Penalty: 3871.621094
	Iteration 128Q: 3 clusters Score -1.913924e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140185 members 
Mstep: Class 2 contains 8961 members 
Entering Unmasked Estep 
Score: -19139182.000000 Penalty: 3871.621094
	Iteration 129Q: 3 clusters Score -1.913918e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140408 members 
Mstep: Class 2 contains 8738 members 
Entering Unmasked Estep 
Score: -19139162.000000 Penalty: 3871.621094
	Iteration 130Q: 3 clusters Score -1.913916e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140630 members 
Mstep: Class 2 contains 8516 members 
Entering Unmasked Estep 
Score: -19139132.000000 Penalty: 3871.621094
	Iteration 131Q: 3 clusters Score -1.913913e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140841 members 
Mstep: Class 2 contains 8305 members 
Entering Unmasked Estep 
Score: -19139142.000000 Penalty: 3871.621094
	Iteration 132Q: 3 clusters Score -1.913914e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141054 members 
Mstep: Class 2 contains 8092 members 
Entering Unmasked Estep 
Score: -19139108.000000 Penalty: 3871.621094
	Iteration 133Q: 3 clusters Score -1.913911e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141270 members 
Mstep: Class 2 contains 7876 members 
Entering Unmasked Estep 
Score: -19139082.000000 Penalty: 3871.621094
	Iteration 134Q: 3 clusters Score -1.913908e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141470 members 
Mstep: Class 2 contains 7676 members 
Entering Unmasked Estep 
Score: -19139054.000000 Penalty: 3871.621094
	Iteration 135Q: 3 clusters Score -1.913905e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141666 members 
Mstep: Class 2 contains 7480 members 
Entering Unmasked Estep 
Score: -19139042.000000 Penalty: 3871.621094
	Iteration 136Q: 3 clusters Score -1.913904e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141843 members 
Mstep: Class 2 contains 7303 members 
Entering Unmasked Estep 
Score: -19139038.000000 Penalty: 3871.621094
	Iteration 137Q: 3 clusters Score -1.913904e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142013 members 
Mstep: Class 2 contains 7133 members 
Entering Unmasked Estep 
Score: -19138918.000000 Penalty: 3871.621094
	Iteration 138Q: 3 clusters Score -1.913892e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142181 members 
Mstep: Class 2 contains 6965 members 
Entering Unmasked Estep 
Score: -19138924.000000 Penalty: 3871.621094
	Iteration 139Q: 3 clusters Score -1.913892e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142354 members 
Mstep: Class 2 contains 6792 members 
Entering Unmasked Estep 
Score: -19138932.000000 Penalty: 3871.621094
	Iteration 140F: 3 clusters Score -1.913893e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142521 members 
Mstep: Class 2 contains 6625 members 
Entering Unmasked Estep 
Score: -19138932.000000 Penalty: 3871.621094
	Iteration 141Q: 3 clusters Score -1.913893e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142681 members 
Mstep: Class 2 contains 6465 members 
Entering Unmasked Estep 
Score: -19138856.000000 Penalty: 3871.621094
	Iteration 142Q: 3 clusters Score -1.913886e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142849 members 
Mstep: Class 2 contains 6297 members 
Entering Unmasked Estep 
Score: -19138830.000000 Penalty: 3871.621094
	Iteration 143Q: 3 clusters Score -1.913883e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143011 members 
Mstep: Class 2 contains 6135 members 
Entering Unmasked Estep 
Score: -19138754.000000 Penalty: 3871.621094
	Iteration 144Q: 3 clusters Score -1.913875e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143172 members 
Mstep: Class 2 contains 5974 members 
Entering Unmasked Estep 
Score: -19138696.000000 Penalty: 3871.621094
	Iteration 145Q: 3 clusters Score -1.91387e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143356 members 
Mstep: Class 2 contains 5790 members 
Entering Unmasked Estep 
Score: -19138690.000000 Penalty: 3871.621094
	Iteration 146Q: 3 clusters Score -1.913869e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143539 members 
Mstep: Class 2 contains 5607 members 
Entering Unmasked Estep 
Score: -19138610.000000 Penalty: 3871.621094
	Iteration 147Q: 3 clusters Score -1.913861e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143713 members 
Mstep: Class 2 contains 5433 members 
Entering Unmasked Estep 
Score: -19138582.000000 Penalty: 3871.621094
	Iteration 148Q: 3 clusters Score -1.913858e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143900 members 
Mstep: Class 2 contains 5246 members 
Entering Unmasked Estep 
Score: -19138484.000000 Penalty: 3871.621094
	Iteration 149Q: 3 clusters Score -1.913848e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144092 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -19138444.000000 Penalty: 3871.621094
	Iteration 150Q: 3 clusters Score -1.913844e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144292 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -19138428.000000 Penalty: 3871.621094
	Iteration 151Q: 3 clusters Score -1.913843e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144493 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -19138398.000000 Penalty: 3871.621094
	Iteration 152Q: 3 clusters Score -1.91384e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144683 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -19138328.000000 Penalty: 3871.621094
	Iteration 153Q: 3 clusters Score -1.913833e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144872 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -19138298.000000 Penalty: 3871.621094
	Iteration 154Q: 3 clusters Score -1.91383e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145040 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -19138314.000000 Penalty: 3871.621094
	Iteration 155Q: 3 clusters Score -1.913831e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145192 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -19138278.000000 Penalty: 3871.621094
	Iteration 156Q: 3 clusters Score -1.913828e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145348 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -19138282.000000 Penalty: 3871.621094
	Iteration 157Q: 3 clusters Score -1.913828e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145492 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -19138228.000000 Penalty: 3871.621094
	Iteration 158Q: 3 clusters Score -1.913823e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145637 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -19138222.000000 Penalty: 3871.621094
	Iteration 159Q: 3 clusters Score -1.913822e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145779 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -19138154.000000 Penalty: 3871.621094
	Iteration 160F: 3 clusters Score -1.913815e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145925 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -19138104.000000 Penalty: 3871.621094
	Iteration 161Q: 3 clusters Score -1.91381e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146047 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -19138092.000000 Penalty: 3871.621094
	Iteration 162Q: 3 clusters Score -1.913809e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146166 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -19138112.000000 Penalty: 3871.621094
	Iteration 163Q: 3 clusters Score -1.913811e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146289 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -19138082.000000 Penalty: 3871.621094
	Iteration 164Q: 3 clusters Score -1.913808e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146415 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -19138054.000000 Penalty: 3871.621094
	Iteration 165Q: 3 clusters Score -1.913805e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146540 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -19138012.000000 Penalty: 3871.621094
	Iteration 166Q: 3 clusters Score -1.913801e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146655 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -19138000.000000 Penalty: 3871.621094
	Iteration 167Q: 3 clusters Score -1.9138e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146759 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -19137972.000000 Penalty: 3871.621094
	Iteration 168Q: 3 clusters Score -1.913797e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146854 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -19137958.000000 Penalty: 3871.621094
	Iteration 169Q: 3 clusters Score -1.913796e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146936 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -19137930.000000 Penalty: 3871.621094
	Iteration 170Q: 3 clusters Score -1.913793e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147021 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -19137910.000000 Penalty: 3871.621094
	Iteration 171Q: 3 clusters Score -1.913791e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147092 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -19137898.000000 Penalty: 3871.621094
	Iteration 172Q: 3 clusters Score -1.91379e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147164 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -19137890.000000 Penalty: 3871.621094
	Iteration 173Q: 3 clusters Score -1.913789e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147234 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -19137886.000000 Penalty: 3871.621094
	Iteration 174Q: 3 clusters Score -1.913789e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147310 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -19137902.000000 Penalty: 3871.621094
	Iteration 175Q: 3 clusters Score -1.91379e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147379 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -19137892.000000 Penalty: 3871.621094
	Iteration 176Q: 3 clusters Score -1.913789e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147419 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -19137912.000000 Penalty: 3871.621094
	Iteration 177Q: 3 clusters Score -1.913791e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147460 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -19137870.000000 Penalty: 3871.621094
	Iteration 178Q: 3 clusters Score -1.913787e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147506 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -19137874.000000 Penalty: 3871.621094
	Iteration 179Q: 3 clusters Score -1.913787e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147566 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -19137864.000000 Penalty: 3871.621094
	Iteration 180F: 3 clusters Score -1.913786e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147631 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -19137858.000000 Penalty: 3871.621094
	Iteration 181Q: 3 clusters Score -1.913786e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147685 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -19137868.000000 Penalty: 3871.621094
	Iteration 182Q: 3 clusters Score -1.913787e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147733 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -19137846.000000 Penalty: 3871.621094
	Iteration 183Q: 3 clusters Score -1.913785e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147763 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -19137854.000000 Penalty: 3871.621094
	Iteration 184Q: 3 clusters Score -1.913785e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147782 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -19137852.000000 Penalty: 3871.621094
	Iteration 185Q: 3 clusters Score -1.913785e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147795 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -19137872.000000 Penalty: 3871.621094
	Iteration 186Q: 3 clusters Score -1.913787e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147806 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -19137876.000000 Penalty: 3871.621094
	Iteration 187Q: 3 clusters Score -1.913788e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147824 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -19137886.000000 Penalty: 3871.621094
	Iteration 188Q: 3 clusters Score -1.913789e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147839 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -19137862.000000 Penalty: 3871.621094
	Iteration 189Q: 3 clusters Score -1.913786e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147853 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -19137850.000000 Penalty: 3871.621094
	Iteration 190Q: 3 clusters Score -1.913785e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147867 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -19137842.000000 Penalty: 3871.621094
	Iteration 191Q: 3 clusters Score -1.913784e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147876 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -19137826.000000 Penalty: 3871.621094
	Iteration 192Q: 3 clusters Score -1.913783e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147886 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -19137834.000000 Penalty: 3871.621094
	Iteration 193Q: 3 clusters Score -1.913783e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147900 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -19137858.000000 Penalty: 3871.621094
	Iteration 194Q: 3 clusters Score -1.913786e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147913 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -19137852.000000 Penalty: 3871.621094
	Iteration 195Q: 3 clusters Score -1.913785e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147926 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -19137870.000000 Penalty: 3871.621094
	Iteration 196Q: 3 clusters Score -1.913787e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147941 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -19137846.000000 Penalty: 3871.621094
	Iteration 197Q: 3 clusters Score -1.913785e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147956 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -19137836.000000 Penalty: 3871.621094
	Iteration 198Q: 3 clusters Score -1.913784e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147973 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -19137820.000000 Penalty: 3871.621094
	Iteration 199Q: 3 clusters Score -1.913782e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147988 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -19137812.000000 Penalty: 3871.621094
	Iteration 200F: 3 clusters Score -1.913781e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147994 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -19137800.000000 Penalty: 3871.621094
	Iteration 201Q: 3 clusters Score -1.91378e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148000 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -19137800.000000 Penalty: 3871.621094
	Iteration 202Q: 3 clusters Score -1.91378e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148005 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -19137808.000000 Penalty: 3871.621094
	Iteration 203Q: 3 clusters Score -1.913781e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148010 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -19137812.000000 Penalty: 3871.621094
	Iteration 204Q: 3 clusters Score -1.913781e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148013 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -19137812.000000 Penalty: 3871.621094
	Iteration 205Q: 3 clusters Score -1.913781e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148013 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -19137806.000000 Penalty: 3871.621094
	Iteration 206Q: 3 clusters Score -1.913781e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148014 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -19137798.000000 Penalty: 3871.621094
	Iteration 207Q: 3 clusters Score -1.91378e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148014 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -19137798.000000 Penalty: 3871.621094
	Iteration 208F: 3 clusters Score -1.91378e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (5006 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Entering Unmasked Estep 
Score: -622234.812500 Penalty: 1384.238770
	Iteration 0F: 2 clusters Score -622234.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -618261.937500 Penalty: 2768.477539
	Iteration 0F: 3 clusters Score -618261.9 nChanged 2057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -619737.375000 Penalty: 2768.477539
	Iteration 1F: 3 clusters Score -619737.4 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -620248.750000 Penalty: 2768.477539
	Iteration 2F: 3 clusters Score -620248.8 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -620681.000000 Penalty: 2768.477539
	Iteration 3F: 3 clusters Score -620681 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -621049.312500 Penalty: 2768.477539
	Iteration 4F: 3 clusters Score -621049.3 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -621388.625000 Penalty: 2768.477539
	Iteration 5F: 3 clusters Score -621388.6 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -621674.937500 Penalty: 2768.477539
	Iteration 6F: 3 clusters Score -621674.9 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -621843.937500 Penalty: 2768.477539
	Iteration 7Q: 3 clusters Score -621843.9 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -621941.562500 Penalty: 2768.477539
	Iteration 8Q: 3 clusters Score -621941.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -621981.312500 Penalty: 2768.477539
	Iteration 9Q: 3 clusters Score -621981.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -622002.625000 Penalty: 2768.477539
	Iteration 10Q: 3 clusters Score -622002.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -622012.437500 Penalty: 2768.477539
	Iteration 11Q: 3 clusters Score -622012.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -622018.062500 Penalty: 2768.477539
	Iteration 12Q: 3 clusters Score -622018.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -622022.312500 Penalty: 2768.477539
	Iteration 13Q: 3 clusters Score -622022.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -622022.000000 Penalty: 2768.477539
	Iteration 14Q: 3 clusters Score -622022 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -622024.500000 Penalty: 2768.477539
	Iteration 15Q: 3 clusters Score -622024.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -622023.750000 Penalty: 2768.477539
	Iteration 16Q: 3 clusters Score -622023.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -622023.750000 Penalty: 2768.477539
	Iteration 17F: 3 clusters Score -622023.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (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: -618682.375000 Penalty: 1388.056396
	Iteration 0F: 2 clusters Score -618682.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -614623.437500 Penalty: 2776.112793
	Iteration 0F: 3 clusters Score -614623.4 nChanged 2141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -615846.125000 Penalty: 2776.112793
	Iteration 1F: 3 clusters Score -615846.1 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -616128.625000 Penalty: 2776.112793
	Iteration 2F: 3 clusters Score -616128.6 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -616392.125000 Penalty: 2776.112793
	Iteration 3F: 3 clusters Score -616392.1 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -616577.687500 Penalty: 2776.112793
	Iteration 4F: 3 clusters Score -616577.7 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -616727.312500 Penalty: 2776.112793
	Iteration 5Q: 3 clusters Score -616727.3 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -616854.187500 Penalty: 2776.112793
	Iteration 6Q: 3 clusters Score -616854.2 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -616955.812500 Penalty: 2776.112793
	Iteration 7Q: 3 clusters Score -616955.8 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -617045.437500 Penalty: 2776.112793
	Iteration 8Q: 3 clusters Score -617045.4 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -617133.125000 Penalty: 2776.112793
	Iteration 9Q: 3 clusters Score -617133.1 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -617218.687500 Penalty: 2776.112793
	Iteration 10Q: 3 clusters Score -617218.7 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -617286.687500 Penalty: 2776.112793
	Iteration 11Q: 3 clusters Score -617286.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -617350.250000 Penalty: 2776.112793
	Iteration 12Q: 3 clusters Score -617350.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -617413.750000 Penalty: 2776.112793
	Iteration 13Q: 3 clusters Score -617413.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -617457.437500 Penalty: 2776.112793
	Iteration 14Q: 3 clusters Score -617457.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -617482.437500 Penalty: 2776.112793
	Iteration 15Q: 3 clusters Score -617482.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -617505.125000 Penalty: 2776.112793
	Iteration 16Q: 3 clusters Score -617505.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -617532.312500 Penalty: 2776.112793
	Iteration 17Q: 3 clusters Score -617532.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -617552.500000 Penalty: 2776.112793
	Iteration 18Q: 3 clusters Score -617552.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -617569.250000 Penalty: 2776.112793
	Iteration 19Q: 3 clusters Score -617569.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -617586.875000 Penalty: 2776.112793
	Iteration 20F: 3 clusters Score -617586.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -617607.125000 Penalty: 2776.112793
	Iteration 21Q: 3 clusters Score -617607.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -617627.187500 Penalty: 2776.112793
	Iteration 22Q: 3 clusters Score -617627.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -617645.812500 Penalty: 2776.112793
	Iteration 23Q: 3 clusters Score -617645.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -617669.750000 Penalty: 2776.112793
	Iteration 24Q: 3 clusters Score -617669.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -617696.750000 Penalty: 2776.112793
	Iteration 25Q: 3 clusters Score -617696.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -617711.375000 Penalty: 2776.112793
	Iteration 26Q: 3 clusters Score -617711.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -617719.937500 Penalty: 2776.112793
	Iteration 27Q: 3 clusters Score -617719.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -617726.187500 Penalty: 2776.112793
	Iteration 28Q: 3 clusters Score -617726.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -617727.375000 Penalty: 2776.112793
	Iteration 29Q: 3 clusters Score -617727.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -617730.437500 Penalty: 2776.112793
	Iteration 30Q: 3 clusters Score -617730.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -617735.312500 Penalty: 2776.112793
	Iteration 31Q: 3 clusters Score -617735.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -617738.250000 Penalty: 2776.112793
	Iteration 32Q: 3 clusters Score -617738.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -617739.187500 Penalty: 2776.112793
	Iteration 33Q: 3 clusters Score -617739.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -617741.062500 Penalty: 2776.112793
	Iteration 34Q: 3 clusters Score -617741.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -617742.000000 Penalty: 2776.112793
	Iteration 35Q: 3 clusters Score -617742 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -617743.750000 Penalty: 2776.112793
	Iteration 36Q: 3 clusters Score -617743.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -617745.250000 Penalty: 2776.112793
	Iteration 37Q: 3 clusters Score -617745.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -617745.437500 Penalty: 2776.112793
	Iteration 38Q: 3 clusters Score -617745.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -617745.437500 Penalty: 2776.112793
	Iteration 39F: 3 clusters Score -617745.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (8690 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8690 members 
Entering Unmasked Estep 
Score: -1087223.375000 Penalty: 1473.863281
	Iteration 0F: 2 clusters Score -1087223 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -1080878.375000 Penalty: 2947.726562
	Iteration 0F: 3 clusters Score -1080878 nChanged 3708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -1082853.375000 Penalty: 2947.726562
	Iteration 1F: 3 clusters Score -1082853 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -1083152.375000 Penalty: 2947.726562
	Iteration 2F: 3 clusters Score -1083152 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -1083464.625000 Penalty: 2947.726562
	Iteration 3F: 3 clusters Score -1083465 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -1083783.250000 Penalty: 2947.726562
	Iteration 4F: 3 clusters Score -1083783 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 5332 members 
Entering Unmasked Estep 
Score: -1084106.250000 Penalty: 2947.726562
	Iteration 5F: 3 clusters Score -1084106 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 5547 members 
Entering Unmasked Estep 
Score: -1084389.000000 Penalty: 2947.726562
	Iteration 6F: 3 clusters Score -1084389 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 5744 members 
Entering Unmasked Estep 
Score: -1084580.875000 Penalty: 2947.726562
	Iteration 7Q: 3 clusters Score -1084581 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 5891 members 
Entering Unmasked Estep 
Score: -1084725.875000 Penalty: 2947.726562
	Iteration 8Q: 3 clusters Score -1084726 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 6016 members 
Entering Unmasked Estep 
Score: -1084833.500000 Penalty: 2947.726562
	Iteration 9Q: 3 clusters Score -1084834 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 6105 members 
Entering Unmasked Estep 
Score: -1084909.500000 Penalty: 2947.726562
	Iteration 10Q: 3 clusters Score -1084910 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 6190 members 
Entering Unmasked Estep 
Score: -1084980.000000 Penalty: 2947.726562
	Iteration 11Q: 3 clusters Score -1084980 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 6269 members 
Entering Unmasked Estep 
Score: -1085029.125000 Penalty: 2947.726562
	Iteration 12Q: 3 clusters Score -1085029 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 6330 members 
Entering Unmasked Estep 
Score: -1085069.875000 Penalty: 2947.726562
	Iteration 13Q: 3 clusters Score -1085070 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 6384 members 
Entering Unmasked Estep 
Score: -1085094.250000 Penalty: 2947.726562
	Iteration 14Q: 3 clusters Score -1085094 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 6437 members 
Entering Unmasked Estep 
Score: -1085111.375000 Penalty: 2947.726562
	Iteration 15Q: 3 clusters Score -1085111 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 6473 members 
Entering Unmasked Estep 
Score: -1085121.500000 Penalty: 2947.726562
	Iteration 16Q: 3 clusters Score -1085122 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 6508 members 
Entering Unmasked Estep 
Score: -1085128.375000 Penalty: 2947.726562
	Iteration 17Q: 3 clusters Score -1085128 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 6542 members 
Entering Unmasked Estep 
Score: -1085141.500000 Penalty: 2947.726562
	Iteration 18Q: 3 clusters Score -1085142 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 6571 members 
Entering Unmasked Estep 
Score: -1085150.125000 Penalty: 2947.726562
	Iteration 19Q: 3 clusters Score -1085150 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 6598 members 
Entering Unmasked Estep 
Score: -1085151.625000 Penalty: 2947.726562
	Iteration 20F: 3 clusters Score -1085152 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 6612 members 
Entering Unmasked Estep 
Score: -1085155.250000 Penalty: 2947.726562
	Iteration 21Q: 3 clusters Score -1085155 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 6622 members 
Entering Unmasked Estep 
Score: -1085159.000000 Penalty: 2947.726562
	Iteration 22Q: 3 clusters Score -1085159 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 6635 members 
Entering Unmasked Estep 
Score: -1085159.750000 Penalty: 2947.726562
	Iteration 23Q: 3 clusters Score -1085160 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 6644 members 
Entering Unmasked Estep 
Score: -1085161.500000 Penalty: 2947.726562
	Iteration 24Q: 3 clusters Score -1085162 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 6648 members 
Entering Unmasked Estep 
Score: -1085164.375000 Penalty: 2947.726562
	Iteration 25Q: 3 clusters Score -1085164 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 6653 members 
Entering Unmasked Estep 
Score: -1085162.375000 Penalty: 2947.726562
	Iteration 26Q: 3 clusters Score -1085162 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 6657 members 
Entering Unmasked Estep 
Score: -1085163.625000 Penalty: 2947.726562
	Iteration 27Q: 3 clusters Score -1085164 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 6660 members 
Entering Unmasked Estep 
Score: -1085163.125000 Penalty: 2947.726562
	Iteration 28Q: 3 clusters Score -1085163 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 6662 members 
Entering Unmasked Estep 
Score: -1085163.750000 Penalty: 2947.726562
	Iteration 29Q: 3 clusters Score -1085164 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 6662 members 
Entering Unmasked Estep 
Score: -1085163.750000 Penalty: 2947.726562
	Iteration 30F: 3 clusters Score -1085164 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (2384 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Entering Unmasked Estep 
Score: -288967.406250 Penalty: 1263.686890
	Iteration 0F: 2 clusters Score -288967.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -286655.093750 Penalty: 2527.373779
	Iteration 0F: 3 clusters Score -286655.1 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -287297.156250 Penalty: 2527.373779
	Iteration 1F: 3 clusters Score -287297.2 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -287502.437500 Penalty: 2527.373779
	Iteration 2F: 3 clusters Score -287502.4 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -287624.937500 Penalty: 2527.373779
	Iteration 3F: 3 clusters Score -287624.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -287714.218750 Penalty: 2527.373779
	Iteration 4Q: 3 clusters Score -287714.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -287794.500000 Penalty: 2527.373779
	Iteration 5Q: 3 clusters Score -287794.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -287885.718750 Penalty: 2527.373779
	Iteration 6Q: 3 clusters Score -287885.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -287968.125000 Penalty: 2527.373779
	Iteration 7Q: 3 clusters Score -287968.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -288016.593750 Penalty: 2527.373779
	Iteration 8Q: 3 clusters Score -288016.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -288066.406250 Penalty: 2527.373779
	Iteration 9Q: 3 clusters Score -288066.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -288097.375000 Penalty: 2527.373779
	Iteration 10Q: 3 clusters Score -288097.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -288120.687500 Penalty: 2527.373779
	Iteration 11Q: 3 clusters Score -288120.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -288136.718750 Penalty: 2527.373779
	Iteration 12Q: 3 clusters Score -288136.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -288153.468750 Penalty: 2527.373779
	Iteration 13Q: 3 clusters Score -288153.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -288164.531250 Penalty: 2527.373779
	Iteration 14Q: 3 clusters Score -288164.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -288175.125000 Penalty: 2527.373779
	Iteration 15Q: 3 clusters Score -288175.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -288179.250000 Penalty: 2527.373779
	Iteration 16Q: 3 clusters Score -288179.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -288183.125000 Penalty: 2527.373779
	Iteration 17Q: 3 clusters Score -288183.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -288184.218750 Penalty: 2527.373779
	Iteration 18Q: 3 clusters Score -288184.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -288186.125000 Penalty: 2527.373779
	Iteration 19Q: 3 clusters Score -288186.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -288189.218750 Penalty: 2527.373779
	Iteration 20F: 3 clusters Score -288189.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -288200.031250 Penalty: 2527.373779
	Iteration 21Q: 3 clusters Score -288200 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -288211.281250 Penalty: 2527.373779
	Iteration 22Q: 3 clusters Score -288211.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -288221.406250 Penalty: 2527.373779
	Iteration 23Q: 3 clusters Score -288221.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -288227.906250 Penalty: 2527.373779
	Iteration 24Q: 3 clusters Score -288227.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -288230.562500 Penalty: 2527.373779
	Iteration 25Q: 3 clusters Score -288230.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -288233.250000 Penalty: 2527.373779
	Iteration 26Q: 3 clusters Score -288233.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -288235.218750 Penalty: 2527.373779
	Iteration 27Q: 3 clusters Score -288235.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -288235.531250 Penalty: 2527.373779
	Iteration 28Q: 3 clusters Score -288235.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -288235.468750 Penalty: 2527.373779
	Iteration 29Q: 3 clusters Score -288235.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -288235.468750 Penalty: 2527.373779
	Iteration 30F: 3 clusters Score -288235.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (5154 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5154 members 
Entering Unmasked Estep 
Score: -652761.687500 Penalty: 1388.973389
	Iteration 0F: 2 clusters Score -652761.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -648705.062500 Penalty: 2777.946777
	Iteration 0F: 3 clusters Score -648705.1 nChanged 2095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -649825.875000 Penalty: 2777.946777
	Iteration 1F: 3 clusters Score -649825.9 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -650005.187500 Penalty: 2777.946777
	Iteration 2F: 3 clusters Score -650005.2 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -650127.500000 Penalty: 2777.946777
	Iteration 3F: 3 clusters Score -650127.5 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -650212.937500 Penalty: 2777.946777
	Iteration 4Q: 3 clusters Score -650212.9 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -650281.437500 Penalty: 2777.946777
	Iteration 5Q: 3 clusters Score -650281.4 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -650347.125000 Penalty: 2777.946777
	Iteration 6Q: 3 clusters Score -650347.1 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -650406.062500 Penalty: 2777.946777
	Iteration 7Q: 3 clusters Score -650406.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -650461.687500 Penalty: 2777.946777
	Iteration 8Q: 3 clusters Score -650461.7 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -650515.687500 Penalty: 2777.946777
	Iteration 9Q: 3 clusters Score -650515.7 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -650572.437500 Penalty: 2777.946777
	Iteration 10Q: 3 clusters Score -650572.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -650624.250000 Penalty: 2777.946777
	Iteration 11Q: 3 clusters Score -650624.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -650673.437500 Penalty: 2777.946777
	Iteration 12Q: 3 clusters Score -650673.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -650736.187500 Penalty: 2777.946777
	Iteration 13Q: 3 clusters Score -650736.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -650808.375000 Penalty: 2777.946777
	Iteration 14Q: 3 clusters Score -650808.4 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -650899.437500 Penalty: 2777.946777
	Iteration 15Q: 3 clusters Score -650899.4 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -650995.750000 Penalty: 2777.946777
	Iteration 16Q: 3 clusters Score -650995.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -651100.562500 Penalty: 2777.946777
	Iteration 17Q: 3 clusters Score -651100.6 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -651230.750000 Penalty: 2777.946777
	Iteration 18Q: 3 clusters Score -651230.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -651357.937500 Penalty: 2777.946777
	Iteration 19Q: 3 clusters Score -651357.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -651447.375000 Penalty: 2777.946777
	Iteration 20F: 3 clusters Score -651447.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -651509.187500 Penalty: 2777.946777
	Iteration 21Q: 3 clusters Score -651509.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -651558.000000 Penalty: 2777.946777
	Iteration 22Q: 3 clusters Score -651558 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -651595.937500 Penalty: 2777.946777
	Iteration 23Q: 3 clusters Score -651595.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -651622.000000 Penalty: 2777.946777
	Iteration 24Q: 3 clusters Score -651622 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -651640.312500 Penalty: 2777.946777
	Iteration 25Q: 3 clusters Score -651640.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -651650.750000 Penalty: 2777.946777
	Iteration 26Q: 3 clusters Score -651650.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -651663.000000 Penalty: 2777.946777
	Iteration 27Q: 3 clusters Score -651663 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -651672.125000 Penalty: 2777.946777
	Iteration 28Q: 3 clusters Score -651672.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -651684.625000 Penalty: 2777.946777
	Iteration 29Q: 3 clusters Score -651684.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -651697.375000 Penalty: 2777.946777
	Iteration 30Q: 3 clusters Score -651697.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -651706.500000 Penalty: 2777.946777
	Iteration 31Q: 3 clusters Score -651706.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -651715.687500 Penalty: 2777.946777
	Iteration 32Q: 3 clusters Score -651715.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -651725.875000 Penalty: 2777.946777
	Iteration 33Q: 3 clusters Score -651725.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -651736.625000 Penalty: 2777.946777
	Iteration 34Q: 3 clusters Score -651736.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -651743.937500 Penalty: 2777.946777
	Iteration 35Q: 3 clusters Score -651743.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -651745.875000 Penalty: 2777.946777
	Iteration 36Q: 3 clusters Score -651745.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -651750.187500 Penalty: 2777.946777
	Iteration 37Q: 3 clusters Score -651750.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -651754.375000 Penalty: 2777.946777
	Iteration 38Q: 3 clusters Score -651754.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -651754.937500 Penalty: 2777.946777
	Iteration 39Q: 3 clusters Score -651754.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -651754.750000 Penalty: 2777.946777
	Iteration 40F: 3 clusters Score -651754.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -651755.312500 Penalty: 2777.946777
	Iteration 41Q: 3 clusters Score -651755.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -651755.750000 Penalty: 2777.946777
	Iteration 42Q: 3 clusters Score -651755.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -651756.750000 Penalty: 2777.946777
	Iteration 43Q: 3 clusters Score -651756.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -651756.875000 Penalty: 2777.946777
	Iteration 44Q: 3 clusters Score -651756.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -651756.875000 Penalty: 2777.946777
	Iteration 45F: 3 clusters Score -651756.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (7314 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7314 members 
Entering Unmasked Estep 
Score: -808715.500000 Penalty: 1445.851196
	Iteration 0F: 2 clusters Score -808715.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -803372.187500 Penalty: 2891.702393
	Iteration 0F: 3 clusters Score -803372.2 nChanged 3034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -805276.062500 Penalty: 2891.702393
	Iteration 1F: 3 clusters Score -805276.1 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -805719.437500 Penalty: 2891.702393
	Iteration 2F: 3 clusters Score -805719.4 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -806096.187500 Penalty: 2891.702393
	Iteration 3F: 3 clusters Score -806096.2 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -806385.312500 Penalty: 2891.702393
	Iteration 4F: 3 clusters Score -806385.3 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -806608.437500 Penalty: 2891.702393
	Iteration 5F: 3 clusters Score -806608.4 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -806785.625000 Penalty: 2891.702393
	Iteration 6Q: 3 clusters Score -806785.6 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -806921.687500 Penalty: 2891.702393
	Iteration 7Q: 3 clusters Score -806921.7 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -807014.812500 Penalty: 2891.702393
	Iteration 8Q: 3 clusters Score -807014.8 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -807081.750000 Penalty: 2891.702393
	Iteration 9Q: 3 clusters Score -807081.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -807121.812500 Penalty: 2891.702393
	Iteration 10Q: 3 clusters Score -807121.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -807152.437500 Penalty: 2891.702393
	Iteration 11Q: 3 clusters Score -807152.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -807181.312500 Penalty: 2891.702393
	Iteration 12Q: 3 clusters Score -807181.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -807210.125000 Penalty: 2891.702393
	Iteration 13Q: 3 clusters Score -807210.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -807238.312500 Penalty: 2891.702393
	Iteration 14Q: 3 clusters Score -807238.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -807260.437500 Penalty: 2891.702393
	Iteration 15Q: 3 clusters Score -807260.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -807281.562500 Penalty: 2891.702393
	Iteration 16Q: 3 clusters Score -807281.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -807297.125000 Penalty: 2891.702393
	Iteration 17Q: 3 clusters Score -807297.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -807320.875000 Penalty: 2891.702393
	Iteration 18Q: 3 clusters Score -807320.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -807338.062500 Penalty: 2891.702393
	Iteration 19Q: 3 clusters Score -807338.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -807355.062500 Penalty: 2891.702393
	Iteration 20F: 3 clusters Score -807355.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -807363.125000 Penalty: 2891.702393
	Iteration 21Q: 3 clusters Score -807363.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -807370.875000 Penalty: 2891.702393
	Iteration 22Q: 3 clusters Score -807370.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -807374.875000 Penalty: 2891.702393
	Iteration 23Q: 3 clusters Score -807374.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -807378.000000 Penalty: 2891.702393
	Iteration 24Q: 3 clusters Score -807378 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -807382.250000 Penalty: 2891.702393
	Iteration 25Q: 3 clusters Score -807382.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -807390.687500 Penalty: 2891.702393
	Iteration 26Q: 3 clusters Score -807390.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -807393.312500 Penalty: 2891.702393
	Iteration 27Q: 3 clusters Score -807393.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -807396.625000 Penalty: 2891.702393
	Iteration 28Q: 3 clusters Score -807396.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -807400.312500 Penalty: 2891.702393
	Iteration 29Q: 3 clusters Score -807400.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -807405.625000 Penalty: 2891.702393
	Iteration 30Q: 3 clusters Score -807405.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -807407.750000 Penalty: 2891.702393
	Iteration 31Q: 3 clusters Score -807407.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -807411.062500 Penalty: 2891.702393
	Iteration 32Q: 3 clusters Score -807411.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -807414.187500 Penalty: 2891.702393
	Iteration 33Q: 3 clusters Score -807414.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -807418.937500 Penalty: 2891.702393
	Iteration 34Q: 3 clusters Score -807418.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -807426.000000 Penalty: 2891.702393
	Iteration 35Q: 3 clusters Score -807426 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -807432.250000 Penalty: 2891.702393
	Iteration 36Q: 3 clusters Score -807432.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -807436.062500 Penalty: 2891.702393
	Iteration 37Q: 3 clusters Score -807436.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -807436.625000 Penalty: 2891.702393
	Iteration 38Q: 3 clusters Score -807436.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -807439.250000 Penalty: 2891.702393
	Iteration 39Q: 3 clusters Score -807439.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 4919 members 
Entering Unmasked Estep 
Score: -807440.187500 Penalty: 2891.702393
	Iteration 40F: 3 clusters Score -807440.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 4924 members 
Entering Unmasked Estep 
Score: -807440.437500 Penalty: 2891.702393
	Iteration 41Q: 3 clusters Score -807440.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
Score: -807442.500000 Penalty: 2891.702393
	Iteration 42Q: 3 clusters Score -807442.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -807444.937500 Penalty: 2891.702393
	Iteration 43Q: 3 clusters Score -807444.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -807446.125000 Penalty: 2891.702393
	Iteration 44Q: 3 clusters Score -807446.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -807445.750000 Penalty: 2891.702393
	Iteration 45Q: 3 clusters Score -807445.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 4939 members 
Entering Unmasked Estep 
Score: -807446.437500 Penalty: 2891.702393
	Iteration 46Q: 3 clusters Score -807446.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
Score: -807448.125000 Penalty: 2891.702393
	Iteration 47Q: 3 clusters Score -807448.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -807447.812500 Penalty: 2891.702393
	Iteration 48Q: 3 clusters Score -807447.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -807447.812500 Penalty: 2891.702393
	Iteration 49F: 3 clusters Score -807447.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (22259 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22259 members 
Entering Unmasked Estep 
Score: -2837564.750000 Penalty: 1626.706543
	Iteration 0F: 2 clusters Score -2837565 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11178 members 
Mstep: Class 2 contains 11081 members 
Entering Unmasked Estep 
Score: -2822391.500000 Penalty: 3253.413086
	Iteration 0F: 3 clusters Score -2822392 nChanged 10146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11526 members 
Mstep: Class 2 contains 10733 members 
Entering Unmasked Estep 
Score: -2827871.500000 Penalty: 3253.413086
	Iteration 1F: 3 clusters Score -2827872 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11819 members 
Mstep: Class 2 contains 10440 members 
Entering Unmasked Estep 
Score: -2828216.250000 Penalty: 3253.413086
	Iteration 2Q: 3 clusters Score -2828216 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12265 members 
Mstep: Class 2 contains 9994 members 
Entering Unmasked Estep 
Score: -2828605.500000 Penalty: 3253.413086
	Iteration 3Q: 3 clusters Score -2828606 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12947 members 
Mstep: Class 2 contains 9312 members 
Entering Unmasked Estep 
Score: -2829126.750000 Penalty: 3253.413086
	Iteration 4F: 3 clusters Score -2829127 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13869 members 
Mstep: Class 2 contains 8390 members 
Entering Unmasked Estep 
Score: -2829777.000000 Penalty: 3253.413086
	Iteration 5F: 3 clusters Score -2829777 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14998 members 
Mstep: Class 2 contains 7261 members 
Entering Unmasked Estep 
Score: -2830582.750000 Penalty: 3253.413086
	Iteration 6F: 3 clusters Score -2830583 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16259 members 
Mstep: Class 2 contains 6000 members 
Entering Unmasked Estep 
Score: -2831533.500000 Penalty: 3253.413086
	Iteration 7F: 3 clusters Score -2831534 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17558 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -2832556.000000 Penalty: 3253.413086
	Iteration 8F: 3 clusters Score -2832556 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18750 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -2833521.750000 Penalty: 3253.413086
	Iteration 9F: 3 clusters Score -2833522 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19749 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -2834336.000000 Penalty: 3253.413086
	Iteration 10Q: 3 clusters Score -2834336 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20516 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -2834967.750000 Penalty: 3253.413086
	Iteration 11Q: 3 clusters Score -2834968 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21043 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -2835401.500000 Penalty: 3253.413086
	Iteration 12Q: 3 clusters Score -2835402 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21402 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -2835718.250000 Penalty: 3253.413086
	Iteration 13Q: 3 clusters Score -2835718 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21606 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -2835927.750000 Penalty: 3253.413086
	Iteration 14Q: 3 clusters Score -2835928 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21732 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -2836051.500000 Penalty: 3253.413086
	Iteration 15Q: 3 clusters Score -2836052 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21794 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -2836116.250000 Penalty: 3253.413086
	Iteration 16Q: 3 clusters Score -2836116 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21833 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -2836159.250000 Penalty: 3253.413086
	Iteration 17Q: 3 clusters Score -2836159 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21855 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -2836182.000000 Penalty: 3253.413086
	Iteration 18Q: 3 clusters Score -2836182 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21865 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -2836193.500000 Penalty: 3253.413086
	Iteration 19Q: 3 clusters Score -2836194 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21867 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -2836209.500000 Penalty: 3253.413086
	Iteration 20F: 3 clusters Score -2836210 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21874 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -2836225.000000 Penalty: 3253.413086
	Iteration 21Q: 3 clusters Score -2836225 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21881 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -2836232.500000 Penalty: 3253.413086
	Iteration 22Q: 3 clusters Score -2836232 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21889 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -2836241.750000 Penalty: 3253.413086
	Iteration 23Q: 3 clusters Score -2836242 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21894 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -2836254.500000 Penalty: 3253.413086
	Iteration 24Q: 3 clusters Score -2836254 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21900 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -2836264.250000 Penalty: 3253.413086
	Iteration 25Q: 3 clusters Score -2836264 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21903 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -2836267.000000 Penalty: 3253.413086
	Iteration 26Q: 3 clusters Score -2836267 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21903 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -2836266.250000 Penalty: 3253.413086
	Iteration 27Q: 3 clusters Score -2836266 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21902 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -2836266.000000 Penalty: 3253.413086
	Iteration 28Q: 3 clusters Score -2836266 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21902 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -2836266.000000 Penalty: 3253.413086
	Iteration 29F: 3 clusters Score -2836266 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (5499 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5499 members 
Entering Unmasked Estep 
Score: -704486.687500 Penalty: 1399.502319
	Iteration 0F: 2 clusters Score -704486.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -700163.562500 Penalty: 2799.004639
	Iteration 0F: 3 clusters Score -700163.6 nChanged 2273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -701374.625000 Penalty: 2799.004639
	Iteration 1F: 3 clusters Score -701374.6 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -701580.812500 Penalty: 2799.004639
	Iteration 2F: 3 clusters Score -701580.8 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -701717.250000 Penalty: 2799.004639
	Iteration 3F: 3 clusters Score -701717.2 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -701812.875000 Penalty: 2799.004639
	Iteration 4Q: 3 clusters Score -701812.9 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -701889.875000 Penalty: 2799.004639
	Iteration 5Q: 3 clusters Score -701889.9 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -701951.937500 Penalty: 2799.004639
	Iteration 6Q: 3 clusters Score -701951.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -702003.125000 Penalty: 2799.004639
	Iteration 7Q: 3 clusters Score -702003.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -702052.375000 Penalty: 2799.004639
	Iteration 8Q: 3 clusters Score -702052.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -702093.875000 Penalty: 2799.004639
	Iteration 9Q: 3 clusters Score -702093.9 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -702160.437500 Penalty: 2799.004639
	Iteration 10Q: 3 clusters Score -702160.4 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -702251.125000 Penalty: 2799.004639
	Iteration 11Q: 3 clusters Score -702251.1 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -702352.812500 Penalty: 2799.004639
	Iteration 12Q: 3 clusters Score -702352.8 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -702456.750000 Penalty: 2799.004639
	Iteration 13Q: 3 clusters Score -702456.8 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -702569.062500 Penalty: 2799.004639
	Iteration 14Q: 3 clusters Score -702569.1 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -702694.500000 Penalty: 2799.004639
	Iteration 15Q: 3 clusters Score -702694.5 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -702815.437500 Penalty: 2799.004639
	Iteration 16Q: 3 clusters Score -702815.4 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -702933.437500 Penalty: 2799.004639
	Iteration 17Q: 3 clusters Score -702933.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -703028.375000 Penalty: 2799.004639
	Iteration 18Q: 3 clusters Score -703028.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -703102.500000 Penalty: 2799.004639
	Iteration 19Q: 3 clusters Score -703102.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -703147.187500 Penalty: 2799.004639
	Iteration 20F: 3 clusters Score -703147.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -703181.812500 Penalty: 2799.004639
	Iteration 21Q: 3 clusters Score -703181.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -703203.187500 Penalty: 2799.004639
	Iteration 22Q: 3 clusters Score -703203.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5163 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -703215.250000 Penalty: 2799.004639
	Iteration 23Q: 3 clusters Score -703215.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -703223.062500 Penalty: 2799.004639
	Iteration 24Q: 3 clusters Score -703223.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -703230.250000 Penalty: 2799.004639
	Iteration 25Q: 3 clusters Score -703230.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -703236.750000 Penalty: 2799.004639
	Iteration 26Q: 3 clusters Score -703236.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -703240.187500 Penalty: 2799.004639
	Iteration 27Q: 3 clusters Score -703240.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -703242.000000 Penalty: 2799.004639
	Iteration 28Q: 3 clusters Score -703242 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -703243.562500 Penalty: 2799.004639
	Iteration 29Q: 3 clusters Score -703243.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -703247.500000 Penalty: 2799.004639
	Iteration 30Q: 3 clusters Score -703247.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -703254.812500 Penalty: 2799.004639
	Iteration 31Q: 3 clusters Score -703254.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5216 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -703262.250000 Penalty: 2799.004639
	Iteration 32Q: 3 clusters Score -703262.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5220 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -703262.875000 Penalty: 2799.004639
	Iteration 33Q: 3 clusters Score -703262.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -703265.875000 Penalty: 2799.004639
	Iteration 34Q: 3 clusters Score -703265.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5224 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -703266.687500 Penalty: 2799.004639
	Iteration 35Q: 3 clusters Score -703266.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5225 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -703267.750000 Penalty: 2799.004639
	Iteration 36Q: 3 clusters Score -703267.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5226 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -703268.312500 Penalty: 2799.004639
	Iteration 37Q: 3 clusters Score -703268.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5226 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -703268.312500 Penalty: 2799.004639
	Iteration 38F: 3 clusters Score -703268.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (4315 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Entering Unmasked Estep 
Score: -520675.031250 Penalty: 1360.101074
	Iteration 0F: 2 clusters Score -520675 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -517130.593750 Penalty: 2720.202148
	Iteration 0F: 3 clusters Score -517130.6 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -518028.750000 Penalty: 2720.202148
	Iteration 1F: 3 clusters Score -518028.8 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -518163.500000 Penalty: 2720.202148
	Iteration 2F: 3 clusters Score -518163.5 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -518256.812500 Penalty: 2720.202148
	Iteration 3Q: 3 clusters Score -518256.8 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -518338.562500 Penalty: 2720.202148
	Iteration 4Q: 3 clusters Score -518338.6 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -518420.375000 Penalty: 2720.202148
	Iteration 5Q: 3 clusters Score -518420.4 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -518530.937500 Penalty: 2720.202148
	Iteration 6Q: 3 clusters Score -518530.9 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -518635.281250 Penalty: 2720.202148
	Iteration 7Q: 3 clusters Score -518635.3 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -518748.812500 Penalty: 2720.202148
	Iteration 8Q: 3 clusters Score -518748.8 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -518847.187500 Penalty: 2720.202148
	Iteration 9Q: 3 clusters Score -518847.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -518922.562500 Penalty: 2720.202148
	Iteration 10Q: 3 clusters Score -518922.6 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -518994.312500 Penalty: 2720.202148
	Iteration 11Q: 3 clusters Score -518994.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -519050.281250 Penalty: 2720.202148
	Iteration 12Q: 3 clusters Score -519050.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -519110.187500 Penalty: 2720.202148
	Iteration 13Q: 3 clusters Score -519110.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -519176.375000 Penalty: 2720.202148
	Iteration 14Q: 3 clusters Score -519176.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -519241.250000 Penalty: 2720.202148
	Iteration 15Q: 3 clusters Score -519241.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -519295.250000 Penalty: 2720.202148
	Iteration 16Q: 3 clusters Score -519295.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -519333.718750 Penalty: 2720.202148
	Iteration 17Q: 3 clusters Score -519333.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -519364.250000 Penalty: 2720.202148
	Iteration 18Q: 3 clusters Score -519364.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -519394.781250 Penalty: 2720.202148
	Iteration 19Q: 3 clusters Score -519394.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -519418.437500 Penalty: 2720.202148
	Iteration 20F: 3 clusters Score -519418.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -519444.000000 Penalty: 2720.202148
	Iteration 21Q: 3 clusters Score -519444 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -519461.375000 Penalty: 2720.202148
	Iteration 22Q: 3 clusters Score -519461.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -519472.500000 Penalty: 2720.202148
	Iteration 23Q: 3 clusters Score -519472.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -519481.750000 Penalty: 2720.202148
	Iteration 24Q: 3 clusters Score -519481.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -519491.468750 Penalty: 2720.202148
	Iteration 25Q: 3 clusters Score -519491.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -519495.718750 Penalty: 2720.202148
	Iteration 26Q: 3 clusters Score -519495.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -519499.375000 Penalty: 2720.202148
	Iteration 27Q: 3 clusters Score -519499.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -519499.687500 Penalty: 2720.202148
	Iteration 28Q: 3 clusters Score -519499.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -519500.718750 Penalty: 2720.202148
	Iteration 29Q: 3 clusters Score -519500.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -519500.812500 Penalty: 2720.202148
	Iteration 30Q: 3 clusters Score -519500.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -519500.812500 Penalty: 2720.202148
	Iteration 31F: 3 clusters Score -519500.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (12868 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12868 members 
Entering Unmasked Estep 
Score: -1638182.125000 Penalty: 1537.656006
	Iteration 0F: 2 clusters Score -1638182 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6490 members 
Mstep: Class 2 contains 6378 members 
Entering Unmasked Estep 
Score: -1629156.875000 Penalty: 3075.312012
	Iteration 0F: 3 clusters Score -1629157 nChanged 5633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6877 members 
Mstep: Class 2 contains 5991 members 
Entering Unmasked Estep 
Score: -1632264.875000 Penalty: 3075.312012
	Iteration 1F: 3 clusters Score -1632265 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7153 members 
Mstep: Class 2 contains 5715 members 
Entering Unmasked Estep 
Score: -1632745.625000 Penalty: 3075.312012
	Iteration 2F: 3 clusters Score -1632746 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7482 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
Score: -1633286.000000 Penalty: 3075.312012
	Iteration 3F: 3 clusters Score -1633286 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7930 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -1633808.375000 Penalty: 3075.312012
	Iteration 4F: 3 clusters Score -1633808 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8442 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -1634306.125000 Penalty: 3075.312012
	Iteration 5F: 3 clusters Score -1634306 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8995 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -1634832.250000 Penalty: 3075.312012
	Iteration 6F: 3 clusters Score -1634832 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9566 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -1635433.250000 Penalty: 3075.312012
	Iteration 7F: 3 clusters Score -1635433 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10024 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -1635940.375000 Penalty: 3075.312012
	Iteration 8Q: 3 clusters Score -1635940 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10379 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -1636299.500000 Penalty: 3075.312012
	Iteration 9Q: 3 clusters Score -1636300 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10651 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -1636513.875000 Penalty: 3075.312012
	Iteration 10Q: 3 clusters Score -1636514 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10869 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -1636691.250000 Penalty: 3075.312012
	Iteration 11Q: 3 clusters Score -1636691 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11049 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -1636830.250000 Penalty: 3075.312012
	Iteration 12Q: 3 clusters Score -1636830 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11187 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -1636934.250000 Penalty: 3075.312012
	Iteration 13Q: 3 clusters Score -1636934 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11291 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -1637003.750000 Penalty: 3075.312012
	Iteration 14Q: 3 clusters Score -1637004 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11369 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -1637041.250000 Penalty: 3075.312012
	Iteration 15Q: 3 clusters Score -1637041 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11426 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -1637064.125000 Penalty: 3075.312012
	Iteration 16Q: 3 clusters Score -1637064 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11468 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -1637083.625000 Penalty: 3075.312012
	Iteration 17Q: 3 clusters Score -1637084 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11504 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -1637092.250000 Penalty: 3075.312012
	Iteration 18Q: 3 clusters Score -1637092 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11536 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -1637098.875000 Penalty: 3075.312012
	Iteration 19Q: 3 clusters Score -1637099 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11571 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -1637116.125000 Penalty: 3075.312012
	Iteration 20F: 3 clusters Score -1637116 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11587 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -1637122.375000 Penalty: 3075.312012
	Iteration 21Q: 3 clusters Score -1637122 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11601 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -1637129.500000 Penalty: 3075.312012
	Iteration 22Q: 3 clusters Score -1637130 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11612 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -1637135.250000 Penalty: 3075.312012
	Iteration 23Q: 3 clusters Score -1637135 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11618 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -1637139.250000 Penalty: 3075.312012
	Iteration 24Q: 3 clusters Score -1637139 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11625 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -1637135.875000 Penalty: 3075.312012
	Iteration 25Q: 3 clusters Score -1637136 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11628 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -1637137.000000 Penalty: 3075.312012
	Iteration 26Q: 3 clusters Score -1637137 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11629 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -1637138.250000 Penalty: 3075.312012
	Iteration 27Q: 3 clusters Score -1637138 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11633 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -1637143.125000 Penalty: 3075.312012
	Iteration 28Q: 3 clusters Score -1637143 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11636 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -1637142.375000 Penalty: 3075.312012
	Iteration 29Q: 3 clusters Score -1637142 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11636 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -1637142.375000 Penalty: 3075.312012
	Iteration 30F: 3 clusters Score -1637142 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (7821 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7821 members 
Entering Unmasked Estep 
Score: -988822.437500 Penalty: 1456.742310
	Iteration 0F: 2 clusters Score -988822.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -983036.500000 Penalty: 2913.484619
	Iteration 0F: 3 clusters Score -983036.5 nChanged 3308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -984891.125000 Penalty: 2913.484619
	Iteration 1F: 3 clusters Score -984891.1 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -985216.500000 Penalty: 2913.484619
	Iteration 2F: 3 clusters Score -985216.5 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -985595.937500 Penalty: 2913.484619
	Iteration 3F: 3 clusters Score -985595.9 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -986053.625000 Penalty: 2913.484619
	Iteration 4F: 3 clusters Score -986053.6 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -986424.562500 Penalty: 2913.484619
	Iteration 5F: 3 clusters Score -986424.6 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -986714.937500 Penalty: 2913.484619
	Iteration 6F: 3 clusters Score -986714.9 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5607 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -986929.562500 Penalty: 2913.484619
	Iteration 7Q: 3 clusters Score -986929.6 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5829 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -987091.812500 Penalty: 2913.484619
	Iteration 8Q: 3 clusters Score -987091.8 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6038 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -987242.062500 Penalty: 2913.484619
	Iteration 9Q: 3 clusters Score -987242.1 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6234 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -987384.562500 Penalty: 2913.484619
	Iteration 10Q: 3 clusters Score -987384.6 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6418 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -987523.500000 Penalty: 2913.484619
	Iteration 11Q: 3 clusters Score -987523.5 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6562 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -987637.500000 Penalty: 2913.484619
	Iteration 12Q: 3 clusters Score -987637.5 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6676 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -987735.250000 Penalty: 2913.484619
	Iteration 13Q: 3 clusters Score -987735.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6774 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -987822.375000 Penalty: 2913.484619
	Iteration 14Q: 3 clusters Score -987822.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6850 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -987893.500000 Penalty: 2913.484619
	Iteration 15Q: 3 clusters Score -987893.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6903 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -987947.750000 Penalty: 2913.484619
	Iteration 16Q: 3 clusters Score -987947.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6939 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -987984.375000 Penalty: 2913.484619
	Iteration 17Q: 3 clusters Score -987984.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6968 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -988006.812500 Penalty: 2913.484619
	Iteration 18Q: 3 clusters Score -988006.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6993 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -988024.187500 Penalty: 2913.484619
	Iteration 19Q: 3 clusters Score -988024.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7016 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -988035.750000 Penalty: 2913.484619
	Iteration 20F: 3 clusters Score -988035.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7028 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -988040.062500 Penalty: 2913.484619
	Iteration 21Q: 3 clusters Score -988040.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7037 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -988045.125000 Penalty: 2913.484619
	Iteration 22Q: 3 clusters Score -988045.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -988048.750000 Penalty: 2913.484619
	Iteration 23Q: 3 clusters Score -988048.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7052 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -988051.750000 Penalty: 2913.484619
	Iteration 24Q: 3 clusters Score -988051.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7058 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -988054.750000 Penalty: 2913.484619
	Iteration 25Q: 3 clusters Score -988054.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7068 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -988059.437500 Penalty: 2913.484619
	Iteration 26Q: 3 clusters Score -988059.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7076 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -988064.187500 Penalty: 2913.484619
	Iteration 27Q: 3 clusters Score -988064.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7077 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -988066.500000 Penalty: 2913.484619
	Iteration 28Q: 3 clusters Score -988066.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7082 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -988069.375000 Penalty: 2913.484619
	Iteration 29Q: 3 clusters Score -988069.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7084 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -988070.500000 Penalty: 2913.484619
	Iteration 30Q: 3 clusters Score -988070.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7087 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -988072.437500 Penalty: 2913.484619
	Iteration 31Q: 3 clusters Score -988072.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7091 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -988074.500000 Penalty: 2913.484619
	Iteration 32Q: 3 clusters Score -988074.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7091 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -988074.500000 Penalty: 2913.484619
	Iteration 33F: 3 clusters Score -988074.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (4568 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Entering Unmasked Estep 
Score: -560158.750000 Penalty: 1369.359863
	Iteration 0F: 2 clusters Score -560158.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -556487.375000 Penalty: 2738.719727
	Iteration 0F: 3 clusters Score -556487.4 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -557472.062500 Penalty: 2738.719727
	Iteration 1F: 3 clusters Score -557472.1 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -557666.750000 Penalty: 2738.719727
	Iteration 2F: 3 clusters Score -557666.8 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -557847.812500 Penalty: 2738.719727
	Iteration 3F: 3 clusters Score -557847.8 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -558012.437500 Penalty: 2738.719727
	Iteration 4F: 3 clusters Score -558012.4 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -558200.625000 Penalty: 2738.719727
	Iteration 5F: 3 clusters Score -558200.6 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -558406.812500 Penalty: 2738.719727
	Iteration 6F: 3 clusters Score -558406.8 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -558631.437500 Penalty: 2738.719727
	Iteration 7F: 3 clusters Score -558631.4 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -558878.250000 Penalty: 2738.719727
	Iteration 8F: 3 clusters Score -558878.2 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -559086.125000 Penalty: 2738.719727
	Iteration 9F: 3 clusters Score -559086.1 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -559214.812500 Penalty: 2738.719727
	Iteration 10Q: 3 clusters Score -559214.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -559292.812500 Penalty: 2738.719727
	Iteration 11Q: 3 clusters Score -559292.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -559343.125000 Penalty: 2738.719727
	Iteration 12Q: 3 clusters Score -559343.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -559383.875000 Penalty: 2738.719727
	Iteration 13Q: 3 clusters Score -559383.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -559406.312500 Penalty: 2738.719727
	Iteration 14Q: 3 clusters Score -559406.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -559422.000000 Penalty: 2738.719727
	Iteration 15Q: 3 clusters Score -559422 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -559435.687500 Penalty: 2738.719727
	Iteration 16Q: 3 clusters Score -559435.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -559445.125000 Penalty: 2738.719727
	Iteration 17Q: 3 clusters Score -559445.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -559453.125000 Penalty: 2738.719727
	Iteration 18Q: 3 clusters Score -559453.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -559458.125000 Penalty: 2738.719727
	Iteration 19Q: 3 clusters Score -559458.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -559462.062500 Penalty: 2738.719727
	Iteration 20F: 3 clusters Score -559462.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -559464.562500 Penalty: 2738.719727
	Iteration 21Q: 3 clusters Score -559464.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -559467.375000 Penalty: 2738.719727
	Iteration 22Q: 3 clusters Score -559467.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -559467.687500 Penalty: 2738.719727
	Iteration 23Q: 3 clusters Score -559467.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -559470.625000 Penalty: 2738.719727
	Iteration 24Q: 3 clusters Score -559470.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -559472.125000 Penalty: 2738.719727
	Iteration 25Q: 3 clusters Score -559472.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -559472.125000 Penalty: 2738.719727
	Iteration 26F: 3 clusters Score -559472.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (49552 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49552 members 
Entering Unmasked Estep 
Score: -6204041.500000 Penalty: 1756.751343
	Iteration 0F: 2 clusters Score -6204042 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25042 members 
Mstep: Class 2 contains 24510 members 
Entering Unmasked Estep 
Score: -6170944.500000 Penalty: 3513.502686
	Iteration 0F: 3 clusters Score -6170944 nChanged 23107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28017 members 
Mstep: Class 2 contains 21535 members 
Entering Unmasked Estep 
Score: -6184437.500000 Penalty: 3513.502686
	Iteration 1F: 3 clusters Score -6184438 nChanged 2390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29839 members 
Mstep: Class 2 contains 19713 members 
Entering Unmasked Estep 
Score: -6185477.000000 Penalty: 3513.502686
	Iteration 2Q: 3 clusters Score -6185477 nChanged 2988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32515 members 
Mstep: Class 2 contains 17037 members 
Entering Unmasked Estep 
Score: -6187213.500000 Penalty: 3513.502686
	Iteration 3F: 3 clusters Score -6187214 nChanged 3678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36053 members 
Mstep: Class 2 contains 13499 members 
Entering Unmasked Estep 
Score: -6189904.500000 Penalty: 3513.502686
	Iteration 4F: 3 clusters Score -6189904 nChanged 4179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40186 members 
Mstep: Class 2 contains 9366 members 
Entering Unmasked Estep 
Score: -6193586.500000 Penalty: 3513.502686
	Iteration 5F: 3 clusters Score -6193586 nChanged 3936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44098 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -6197455.000000 Penalty: 3513.502686
	Iteration 6F: 3 clusters Score -6197455 nChanged 2789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46875 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -6200136.500000 Penalty: 3513.502686
	Iteration 7F: 3 clusters Score -6200136 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48383 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -6201533.500000 Penalty: 3513.502686
	Iteration 8Q: 3 clusters Score -6201534 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48999 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -6202068.500000 Penalty: 3513.502686
	Iteration 9Q: 3 clusters Score -6202068 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49219 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -6202301.000000 Penalty: 3513.502686
	Iteration 10Q: 3 clusters Score -6202301 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49303 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -6202417.000000 Penalty: 3513.502686
	Iteration 11Q: 3 clusters Score -6202417 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49338 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -6202478.500000 Penalty: 3513.502686
	Iteration 12Q: 3 clusters Score -6202478 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49347 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -6202490.000000 Penalty: 3513.502686
	Iteration 13Q: 3 clusters Score -6202490 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49351 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -6202502.000000 Penalty: 3513.502686
	Iteration 14Q: 3 clusters Score -6202502 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49353 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -6202505.500000 Penalty: 3513.502686
	Iteration 15Q: 3 clusters Score -6202506 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49357 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -6202511.000000 Penalty: 3513.502686
	Iteration 16Q: 3 clusters Score -6202511 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49357 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -6202518.500000 Penalty: 3513.502686
	Iteration 17Q: 3 clusters Score -6202518 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49359 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -6202523.500000 Penalty: 3513.502686
	Iteration 18Q: 3 clusters Score -6202524 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49360 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -6202525.000000 Penalty: 3513.502686
	Iteration 19Q: 3 clusters Score -6202525 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49361 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -6202530.500000 Penalty: 3513.502686
	Iteration 20F: 3 clusters Score -6202530 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (4479 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Entering Unmasked Estep 
Score: -544531.062500 Penalty: 1366.162720
	Iteration 0F: 2 clusters Score -544531.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -540938.875000 Penalty: 2732.325439
	Iteration 0F: 3 clusters Score -540938.9 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -542037.312500 Penalty: 2732.325439
	Iteration 1F: 3 clusters Score -542037.3 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -542338.750000 Penalty: 2732.325439
	Iteration 2F: 3 clusters Score -542338.8 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -542551.000000 Penalty: 2732.325439
	Iteration 3F: 3 clusters Score -542551 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -542719.000000 Penalty: 2732.325439
	Iteration 4F: 3 clusters Score -542719 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -542868.812500 Penalty: 2732.325439
	Iteration 5Q: 3 clusters Score -542868.8 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -543024.687500 Penalty: 2732.325439
	Iteration 6Q: 3 clusters Score -543024.7 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -543141.687500 Penalty: 2732.325439
	Iteration 7Q: 3 clusters Score -543141.7 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -543247.000000 Penalty: 2732.325439
	Iteration 8Q: 3 clusters Score -543247 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -543325.250000 Penalty: 2732.325439
	Iteration 9Q: 3 clusters Score -543325.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -543391.125000 Penalty: 2732.325439
	Iteration 10Q: 3 clusters Score -543391.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -543441.375000 Penalty: 2732.325439
	Iteration 11Q: 3 clusters Score -543441.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -543479.500000 Penalty: 2732.325439
	Iteration 12Q: 3 clusters Score -543479.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -543505.500000 Penalty: 2732.325439
	Iteration 13Q: 3 clusters Score -543505.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -543523.562500 Penalty: 2732.325439
	Iteration 14Q: 3 clusters Score -543523.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -543532.937500 Penalty: 2732.325439
	Iteration 15Q: 3 clusters Score -543532.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -543538.875000 Penalty: 2732.325439
	Iteration 16Q: 3 clusters Score -543538.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -543540.812500 Penalty: 2732.325439
	Iteration 17Q: 3 clusters Score -543540.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -543542.187500 Penalty: 2732.325439
	Iteration 18Q: 3 clusters Score -543542.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -543543.812500 Penalty: 2732.325439
	Iteration 19Q: 3 clusters Score -543543.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -543544.562500 Penalty: 2732.325439
	Iteration 20F: 3 clusters Score -543544.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -543545.312500 Penalty: 2732.325439
	Iteration 21Q: 3 clusters Score -543545.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -543547.875000 Penalty: 2732.325439
	Iteration 22Q: 3 clusters Score -543547.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -543547.437500 Penalty: 2732.325439
	Iteration 23Q: 3 clusters Score -543547.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -543548.437500 Penalty: 2732.325439
	Iteration 24Q: 3 clusters Score -543548.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -543549.750000 Penalty: 2732.325439
	Iteration 25Q: 3 clusters Score -543549.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -543550.687500 Penalty: 2732.325439
	Iteration 26Q: 3 clusters Score -543550.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -543550.750000 Penalty: 2732.325439
	Iteration 27Q: 3 clusters Score -543550.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -543551.562500 Penalty: 2732.325439
	Iteration 28Q: 3 clusters Score -543551.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -543552.937500 Penalty: 2732.325439
	Iteration 29Q: 3 clusters Score -543552.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -543553.375000 Penalty: 2732.325439
	Iteration 30Q: 3 clusters Score -543553.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -543553.375000 Penalty: 2732.325439
	Iteration 31F: 3 clusters Score -543553.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (9419 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9419 members 
Entering Unmasked Estep 
Score: -1187515.750000 Penalty: 1486.953613
	Iteration 0F: 2 clusters Score -1187516 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -1180669.375000 Penalty: 2973.907227
	Iteration 0F: 3 clusters Score -1180669 nChanged 4061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -1182860.625000 Penalty: 2973.907227
	Iteration 1F: 3 clusters Score -1182861 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -1183185.500000 Penalty: 2973.907227
	Iteration 2F: 3 clusters Score -1183186 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -1183515.000000 Penalty: 2973.907227
	Iteration 3F: 3 clusters Score -1183515 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -1183860.250000 Penalty: 2973.907227
	Iteration 4F: 3 clusters Score -1183860 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6419 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -1184236.250000 Penalty: 2973.907227
	Iteration 5F: 3 clusters Score -1184236 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6841 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -1184612.500000 Penalty: 2973.907227
	Iteration 6F: 3 clusters Score -1184612 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7208 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -1184951.625000 Penalty: 2973.907227
	Iteration 7Q: 3 clusters Score -1184952 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7520 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -1185279.125000 Penalty: 2973.907227
	Iteration 8Q: 3 clusters Score -1185279 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7780 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -1185548.375000 Penalty: 2973.907227
	Iteration 9Q: 3 clusters Score -1185548 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7953 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -1185702.500000 Penalty: 2973.907227
	Iteration 10Q: 3 clusters Score -1185702 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8086 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -1185813.750000 Penalty: 2973.907227
	Iteration 11Q: 3 clusters Score -1185814 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8180 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -1185885.125000 Penalty: 2973.907227
	Iteration 12Q: 3 clusters Score -1185885 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8275 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -1185940.875000 Penalty: 2973.907227
	Iteration 13Q: 3 clusters Score -1185941 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8342 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -1185995.125000 Penalty: 2973.907227
	Iteration 14Q: 3 clusters Score -1185995 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8410 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -1186032.625000 Penalty: 2973.907227
	Iteration 15Q: 3 clusters Score -1186033 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8463 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -1186061.750000 Penalty: 2973.907227
	Iteration 16Q: 3 clusters Score -1186062 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8499 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -1186082.125000 Penalty: 2973.907227
	Iteration 17Q: 3 clusters Score -1186082 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8536 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -1186106.125000 Penalty: 2973.907227
	Iteration 18Q: 3 clusters Score -1186106 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8564 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -1186119.625000 Penalty: 2973.907227
	Iteration 19Q: 3 clusters Score -1186120 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8598 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -1186136.750000 Penalty: 2973.907227
	Iteration 20F: 3 clusters Score -1186137 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8630 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -1186152.125000 Penalty: 2973.907227
	Iteration 21Q: 3 clusters Score -1186152 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8663 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -1186175.250000 Penalty: 2973.907227
	Iteration 22Q: 3 clusters Score -1186175 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8695 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -1186197.500000 Penalty: 2973.907227
	Iteration 23Q: 3 clusters Score -1186198 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8709 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -1186212.000000 Penalty: 2973.907227
	Iteration 24Q: 3 clusters Score -1186212 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8728 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -1186228.125000 Penalty: 2973.907227
	Iteration 25Q: 3 clusters Score -1186228 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8753 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -1186248.500000 Penalty: 2973.907227
	Iteration 26Q: 3 clusters Score -1186248 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8771 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -1186267.625000 Penalty: 2973.907227
	Iteration 27Q: 3 clusters Score -1186268 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8790 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -1186283.000000 Penalty: 2973.907227
	Iteration 28Q: 3 clusters Score -1186283 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8806 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -1186292.000000 Penalty: 2973.907227
	Iteration 29Q: 3 clusters Score -1186292 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8814 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -1186306.375000 Penalty: 2973.907227
	Iteration 30Q: 3 clusters Score -1186306 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8819 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -1186316.375000 Penalty: 2973.907227
	Iteration 31Q: 3 clusters Score -1186316 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8822 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -1186320.625000 Penalty: 2973.907227
	Iteration 32Q: 3 clusters Score -1186321 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8827 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -1186323.000000 Penalty: 2973.907227
	Iteration 33Q: 3 clusters Score -1186323 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8838 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -1186329.250000 Penalty: 2973.907227
	Iteration 34Q: 3 clusters Score -1186329 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8846 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -1186334.500000 Penalty: 2973.907227
	Iteration 35Q: 3 clusters Score -1186334 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8849 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -1186337.250000 Penalty: 2973.907227
	Iteration 36Q: 3 clusters Score -1186337 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8852 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -1186339.000000 Penalty: 2973.907227
	Iteration 37Q: 3 clusters Score -1186339 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8852 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -1186339.000000 Penalty: 2973.907227
	Iteration 38F: 3 clusters Score -1186339 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (17498 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17498 members 
Entering Unmasked Estep 
Score: -2231814.500000 Penalty: 1587.599365
	Iteration 0F: 2 clusters Score -2231814 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8867 members 
Mstep: Class 2 contains 8631 members 
Entering Unmasked Estep 
Score: -2219874.000000 Penalty: 3175.198730
	Iteration 0F: 3 clusters Score -2219874 nChanged 7840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9459 members 
Mstep: Class 2 contains 8039 members 
Entering Unmasked Estep 
Score: -2224030.000000 Penalty: 3175.198730
	Iteration 1F: 3 clusters Score -2224030 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9737 members 
Mstep: Class 2 contains 7761 members 
Entering Unmasked Estep 
Score: -2224302.500000 Penalty: 3175.198730
	Iteration 2Q: 3 clusters Score -2224302 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10150 members 
Mstep: Class 2 contains 7348 members 
Entering Unmasked Estep 
Score: -2224599.000000 Penalty: 3175.198730
	Iteration 3Q: 3 clusters Score -2224599 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10731 members 
Mstep: Class 2 contains 6767 members 
Entering Unmasked Estep 
Score: -2224918.500000 Penalty: 3175.198730
	Iteration 4Q: 3 clusters Score -2224918 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11501 members 
Mstep: Class 2 contains 5997 members 
Entering Unmasked Estep 
Score: -2225380.000000 Penalty: 3175.198730
	Iteration 5Q: 3 clusters Score -2225380 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12453 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -2226001.750000 Penalty: 3175.198730
	Iteration 6F: 3 clusters Score -2226002 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13601 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -2226878.000000 Penalty: 3175.198730
	Iteration 7F: 3 clusters Score -2226878 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14823 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -2227936.250000 Penalty: 3175.198730
	Iteration 8F: 3 clusters Score -2227936 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15932 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -2228993.250000 Penalty: 3175.198730
	Iteration 9F: 3 clusters Score -2228993 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16689 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -2229708.000000 Penalty: 3175.198730
	Iteration 10Q: 3 clusters Score -2229708 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17062 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -2230087.250000 Penalty: 3175.198730
	Iteration 11Q: 3 clusters Score -2230087 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17221 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -2230269.500000 Penalty: 3175.198730
	Iteration 12Q: 3 clusters Score -2230270 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17266 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -2230328.750000 Penalty: 3175.198730
	Iteration 13Q: 3 clusters Score -2230329 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17287 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -2230365.250000 Penalty: 3175.198730
	Iteration 14Q: 3 clusters Score -2230365 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17304 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -2230391.250000 Penalty: 3175.198730
	Iteration 15Q: 3 clusters Score -2230391 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17312 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -2230410.750000 Penalty: 3175.198730
	Iteration 16Q: 3 clusters Score -2230411 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17319 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -2230424.750000 Penalty: 3175.198730
	Iteration 17Q: 3 clusters Score -2230425 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17325 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -2230435.000000 Penalty: 3175.198730
	Iteration 18Q: 3 clusters Score -2230435 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17329 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -2230444.250000 Penalty: 3175.198730
	Iteration 19Q: 3 clusters Score -2230444 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17331 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -2230447.000000 Penalty: 3175.198730
	Iteration 20F: 3 clusters Score -2230447 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17333 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -2230449.500000 Penalty: 3175.198730
	Iteration 21Q: 3 clusters Score -2230450 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17333 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -2230449.500000 Penalty: 3175.198730
	Iteration 22F: 3 clusters Score -2230450 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (504 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Entering Unmasked Estep 
Score: -53571.585938 Penalty: 1011.168640
	Iteration 0F: 2 clusters Score -53571.59 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -52664.132812 Penalty: 2022.337280
	Iteration 0F: 3 clusters Score -52664.13 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -53052.550781 Penalty: 2022.337280
	Iteration 1F: 3 clusters Score -53052.55 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -53207.332031 Penalty: 2022.337280
	Iteration 2F: 3 clusters Score -53207.33 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -53365.914062 Penalty: 2022.337280
	Iteration 3F: 3 clusters Score -53365.91 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -53459.285156 Penalty: 2022.337280
	Iteration 4Q: 3 clusters Score -53459.29 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -53493.031250 Penalty: 2022.337280
	Iteration 5Q: 3 clusters Score -53493.03 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -53508.781250 Penalty: 2022.337280
	Iteration 6Q: 3 clusters Score -53508.78 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -53517.417969 Penalty: 2022.337280
	Iteration 7Q: 3 clusters Score -53517.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -53518.632812 Penalty: 2022.337280
	Iteration 8Q: 3 clusters Score -53518.63 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -53518.632812 Penalty: 2022.337280
	Iteration 9F: 3 clusters Score -53518.63 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (28695 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28695 members 
Entering Unmasked Estep 
Score: -3728896.250000 Penalty: 1667.977661
	Iteration 0F: 2 clusters Score -3728896 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14281 members 
Mstep: Class 2 contains 14414 members 
Entering Unmasked Estep 
Score: -3709423.750000 Penalty: 3335.955322
	Iteration 0F: 3 clusters Score -3709424 nChanged 13279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13434 members 
Mstep: Class 2 contains 15261 members 
Entering Unmasked Estep 
Score: -3716788.500000 Penalty: 3335.955322
	Iteration 1F: 3 clusters Score -3716788 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12816 members 
Mstep: Class 2 contains 15879 members 
Entering Unmasked Estep 
Score: -3717239.500000 Penalty: 3335.955322
	Iteration 2Q: 3 clusters Score -3717240 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11926 members 
Mstep: Class 2 contains 16769 members 
Entering Unmasked Estep 
Score: -3717756.250000 Penalty: 3335.955322
	Iteration 3Q: 3 clusters Score -3717756 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10754 members 
Mstep: Class 2 contains 17941 members 
Entering Unmasked Estep 
Score: -3718446.750000 Penalty: 3335.955322
	Iteration 4F: 3 clusters Score -3718447 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9177 members 
Mstep: Class 2 contains 19518 members 
Entering Unmasked Estep 
Score: -3719467.500000 Penalty: 3335.955322
	Iteration 5F: 3 clusters Score -3719468 nChanged 2001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7268 members 
Mstep: Class 2 contains 21427 members 
Entering Unmasked Estep 
Score: -3720847.750000 Penalty: 3335.955322
	Iteration 6F: 3 clusters Score -3720848 nChanged 2104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 23503 members 
Entering Unmasked Estep 
Score: -3722574.500000 Penalty: 3335.955322
	Iteration 7F: 3 clusters Score -3722574 nChanged 2007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 25494 members 
Entering Unmasked Estep 
Score: -3724405.000000 Penalty: 3335.955322
	Iteration 8F: 3 clusters Score -3724405 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 26989 members 
Entering Unmasked Estep 
Score: -3725830.000000 Penalty: 3335.955322
	Iteration 9F: 3 clusters Score -3725830 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 27896 members 
Entering Unmasked Estep 
Score: -3726686.750000 Penalty: 3335.955322
	Iteration 10Q: 3 clusters Score -3726687 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 28283 members 
Entering Unmasked Estep 
Score: -3727050.500000 Penalty: 3335.955322
	Iteration 11Q: 3 clusters Score -3727050 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 28429 members 
Entering Unmasked Estep 
Score: -3727223.000000 Penalty: 3335.955322
	Iteration 12Q: 3 clusters Score -3727223 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 28484 members 
Entering Unmasked Estep 
Score: -3727297.500000 Penalty: 3335.955322
	Iteration 13Q: 3 clusters Score -3727298 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 28507 members 
Entering Unmasked Estep 
Score: -3727335.250000 Penalty: 3335.955322
	Iteration 14Q: 3 clusters Score -3727335 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 28523 members 
Entering Unmasked Estep 
Score: -3727372.000000 Penalty: 3335.955322
	Iteration 15Q: 3 clusters Score -3727372 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 28530 members 
Entering Unmasked Estep 
Score: -3727391.250000 Penalty: 3335.955322
	Iteration 16Q: 3 clusters Score -3727391 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 28534 members 
Entering Unmasked Estep 
Score: -3727398.000000 Penalty: 3335.955322
	Iteration 17Q: 3 clusters Score -3727398 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 28536 members 
Entering Unmasked Estep 
Score: -3727404.750000 Penalty: 3335.955322
	Iteration 18Q: 3 clusters Score -3727405 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 28539 members 
Entering Unmasked Estep 
Score: -3727409.000000 Penalty: 3335.955322
	Iteration 19Q: 3 clusters Score -3727409 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 28538 members 
Entering Unmasked Estep 
Score: -3727419.500000 Penalty: 3335.955322
	Iteration 20F: 3 clusters Score -3727420 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 28539 members 
Entering Unmasked Estep 
Score: -3727432.750000 Penalty: 3335.955322
	Iteration 21Q: 3 clusters Score -3727433 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 28540 members 
Entering Unmasked Estep 
Score: -3727435.250000 Penalty: 3335.955322
	Iteration 22Q: 3 clusters Score -3727435 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 28540 members 
Entering Unmasked Estep 
Score: -3727435.250000 Penalty: 3335.955322
	Iteration 23F: 3 clusters Score -3727435 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (3198 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Entering Unmasked Estep 
Score: -376338.250000 Penalty: 1311.420654
	Iteration 0F: 2 clusters Score -376338.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -373549.281250 Penalty: 2622.841309
	Iteration 0F: 3 clusters Score -373549.3 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -374485.687500 Penalty: 2622.841309
	Iteration 1F: 3 clusters Score -374485.7 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -374735.437500 Penalty: 2622.841309
	Iteration 2F: 3 clusters Score -374735.4 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -374897.125000 Penalty: 2622.841309
	Iteration 3F: 3 clusters Score -374897.1 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -375027.156250 Penalty: 2622.841309
	Iteration 4Q: 3 clusters Score -375027.2 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -375134.062500 Penalty: 2622.841309
	Iteration 5Q: 3 clusters Score -375134.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -375216.250000 Penalty: 2622.841309
	Iteration 6Q: 3 clusters Score -375216.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -375275.375000 Penalty: 2622.841309
	Iteration 7Q: 3 clusters Score -375275.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -375327.281250 Penalty: 2622.841309
	Iteration 8Q: 3 clusters Score -375327.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -375378.937500 Penalty: 2622.841309
	Iteration 9Q: 3 clusters Score -375378.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -375425.625000 Penalty: 2622.841309
	Iteration 10Q: 3 clusters Score -375425.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -375477.000000 Penalty: 2622.841309
	Iteration 11Q: 3 clusters Score -375477 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -375517.281250 Penalty: 2622.841309
	Iteration 12Q: 3 clusters Score -375517.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -375547.250000 Penalty: 2622.841309
	Iteration 13Q: 3 clusters Score -375547.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -375566.500000 Penalty: 2622.841309
	Iteration 14Q: 3 clusters Score -375566.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -375581.187500 Penalty: 2622.841309
	Iteration 15Q: 3 clusters Score -375581.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -375591.031250 Penalty: 2622.841309
	Iteration 16Q: 3 clusters Score -375591 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -375601.937500 Penalty: 2622.841309
	Iteration 17Q: 3 clusters Score -375601.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -375612.031250 Penalty: 2622.841309
	Iteration 18Q: 3 clusters Score -375612 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -375624.781250 Penalty: 2622.841309
	Iteration 19Q: 3 clusters Score -375624.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -375634.218750 Penalty: 2622.841309
	Iteration 20F: 3 clusters Score -375634.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -375646.062500 Penalty: 2622.841309
	Iteration 21Q: 3 clusters Score -375646.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -375658.531250 Penalty: 2622.841309
	Iteration 22Q: 3 clusters Score -375658.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -375669.531250 Penalty: 2622.841309
	Iteration 23Q: 3 clusters Score -375669.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -375679.156250 Penalty: 2622.841309
	Iteration 24Q: 3 clusters Score -375679.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -375689.531250 Penalty: 2622.841309
	Iteration 25Q: 3 clusters Score -375689.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -375696.625000 Penalty: 2622.841309
	Iteration 26Q: 3 clusters Score -375696.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -375701.375000 Penalty: 2622.841309
	Iteration 27Q: 3 clusters Score -375701.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -375708.000000 Penalty: 2622.841309
	Iteration 28Q: 3 clusters Score -375708 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -375714.656250 Penalty: 2622.841309
	Iteration 29Q: 3 clusters Score -375714.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -375717.125000 Penalty: 2622.841309
	Iteration 30Q: 3 clusters Score -375717.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -375721.250000 Penalty: 2622.841309
	Iteration 31Q: 3 clusters Score -375721.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -375725.031250 Penalty: 2622.841309
	Iteration 32Q: 3 clusters Score -375725 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -375733.000000 Penalty: 2622.841309
	Iteration 33Q: 3 clusters Score -375733 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -375736.812500 Penalty: 2622.841309
	Iteration 34Q: 3 clusters Score -375736.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -375739.656250 Penalty: 2622.841309
	Iteration 35Q: 3 clusters Score -375739.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -375741.218750 Penalty: 2622.841309
	Iteration 36Q: 3 clusters Score -375741.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -375742.812500 Penalty: 2622.841309
	Iteration 37Q: 3 clusters Score -375742.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -375743.562500 Penalty: 2622.841309
	Iteration 38Q: 3 clusters Score -375743.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -375746.875000 Penalty: 2622.841309
	Iteration 39Q: 3 clusters Score -375746.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -375752.000000 Penalty: 2622.841309
	Iteration 40F: 3 clusters Score -375752 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -375757.187500 Penalty: 2622.841309
	Iteration 41Q: 3 clusters Score -375757.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -375762.218750 Penalty: 2622.841309
	Iteration 42Q: 3 clusters Score -375762.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -375770.968750 Penalty: 2622.841309
	Iteration 43Q: 3 clusters Score -375771 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -375775.937500 Penalty: 2622.841309
	Iteration 44Q: 3 clusters Score -375775.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -375778.531250 Penalty: 2622.841309
	Iteration 45Q: 3 clusters Score -375778.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -375782.062500 Penalty: 2622.841309
	Iteration 46Q: 3 clusters Score -375782.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -375785.437500 Penalty: 2622.841309
	Iteration 47Q: 3 clusters Score -375785.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -375792.812500 Penalty: 2622.841309
	Iteration 48Q: 3 clusters Score -375792.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -375803.125000 Penalty: 2622.841309
	Iteration 49Q: 3 clusters Score -375803.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -375810.406250 Penalty: 2622.841309
	Iteration 50Q: 3 clusters Score -375810.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -375818.468750 Penalty: 2622.841309
	Iteration 51Q: 3 clusters Score -375818.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -375827.718750 Penalty: 2622.841309
	Iteration 52Q: 3 clusters Score -375827.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -375834.750000 Penalty: 2622.841309
	Iteration 53Q: 3 clusters Score -375834.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -375839.656250 Penalty: 2622.841309
	Iteration 54Q: 3 clusters Score -375839.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -375848.750000 Penalty: 2622.841309
	Iteration 55Q: 3 clusters Score -375848.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -375853.093750 Penalty: 2622.841309
	Iteration 56Q: 3 clusters Score -375853.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -375857.562500 Penalty: 2622.841309
	Iteration 57Q: 3 clusters Score -375857.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -375861.343750 Penalty: 2622.841309
	Iteration 58Q: 3 clusters Score -375861.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -375866.093750 Penalty: 2622.841309
	Iteration 59Q: 3 clusters Score -375866.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -375871.093750 Penalty: 2622.841309
	Iteration 60F: 3 clusters Score -375871.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -375874.625000 Penalty: 2622.841309
	Iteration 61Q: 3 clusters Score -375874.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -375876.343750 Penalty: 2622.841309
	Iteration 62Q: 3 clusters Score -375876.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -375876.343750 Penalty: 2622.841309
	Iteration 63F: 3 clusters Score -375876.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (16258 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16258 members 
Entering Unmasked Estep 
Score: -1894493.500000 Penalty: 1575.655396
	Iteration 0F: 2 clusters Score -1894494 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8161 members 
Mstep: Class 2 contains 8097 members 
Entering Unmasked Estep 
Score: -1883339.125000 Penalty: 3151.310791
	Iteration 0F: 3 clusters Score -1883339 nChanged 7206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8173 members 
Mstep: Class 2 contains 8085 members 
Entering Unmasked Estep 
Score: -1887466.250000 Penalty: 3151.310791
	Iteration 1F: 3 clusters Score -1887466 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8112 members 
Mstep: Class 2 contains 8146 members 
Entering Unmasked Estep 
Score: -1888076.500000 Penalty: 3151.310791
	Iteration 2F: 3 clusters Score -1888076 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8039 members 
Mstep: Class 2 contains 8219 members 
Entering Unmasked Estep 
Score: -1888772.750000 Penalty: 3151.310791
	Iteration 3F: 3 clusters Score -1888773 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7961 members 
Mstep: Class 2 contains 8297 members 
Entering Unmasked Estep 
Score: -1889410.500000 Penalty: 3151.310791
	Iteration 4F: 3 clusters Score -1889410 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7852 members 
Mstep: Class 2 contains 8406 members 
Entering Unmasked Estep 
Score: -1889957.125000 Penalty: 3151.310791
	Iteration 5F: 3 clusters Score -1889957 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7714 members 
Mstep: Class 2 contains 8544 members 
Entering Unmasked Estep 
Score: -1890408.500000 Penalty: 3151.310791
	Iteration 6F: 3 clusters Score -1890408 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7621 members 
Mstep: Class 2 contains 8637 members 
Entering Unmasked Estep 
Score: -1890758.250000 Penalty: 3151.310791
	Iteration 7Q: 3 clusters Score -1890758 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7547 members 
Mstep: Class 2 contains 8711 members 
Entering Unmasked Estep 
Score: -1891047.125000 Penalty: 3151.310791
	Iteration 8Q: 3 clusters Score -1891047 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7458 members 
Mstep: Class 2 contains 8800 members 
Entering Unmasked Estep 
Score: -1891306.375000 Penalty: 3151.310791
	Iteration 9Q: 3 clusters Score -1891306 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7372 members 
Mstep: Class 2 contains 8886 members 
Entering Unmasked Estep 
Score: -1891540.250000 Penalty: 3151.310791
	Iteration 10Q: 3 clusters Score -1891540 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7321 members 
Mstep: Class 2 contains 8937 members 
Entering Unmasked Estep 
Score: -1891725.375000 Penalty: 3151.310791
	Iteration 11Q: 3 clusters Score -1891725 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7250 members 
Mstep: Class 2 contains 9008 members 
Entering Unmasked Estep 
Score: -1891881.625000 Penalty: 3151.310791
	Iteration 12Q: 3 clusters Score -1891882 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7188 members 
Mstep: Class 2 contains 9070 members 
Entering Unmasked Estep 
Score: -1891998.000000 Penalty: 3151.310791
	Iteration 13Q: 3 clusters Score -1891998 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7127 members 
Mstep: Class 2 contains 9131 members 
Entering Unmasked Estep 
Score: -1892079.000000 Penalty: 3151.310791
	Iteration 14Q: 3 clusters Score -1892079 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7075 members 
Mstep: Class 2 contains 9183 members 
Entering Unmasked Estep 
Score: -1892133.625000 Penalty: 3151.310791
	Iteration 15Q: 3 clusters Score -1892134 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7004 members 
Mstep: Class 2 contains 9254 members 
Entering Unmasked Estep 
Score: -1892168.875000 Penalty: 3151.310791
	Iteration 16Q: 3 clusters Score -1892169 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6921 members 
Mstep: Class 2 contains 9337 members 
Entering Unmasked Estep 
Score: -1892195.500000 Penalty: 3151.310791
	Iteration 17Q: 3 clusters Score -1892196 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6851 members 
Mstep: Class 2 contains 9407 members 
Entering Unmasked Estep 
Score: -1892217.500000 Penalty: 3151.310791
	Iteration 18Q: 3 clusters Score -1892218 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6784 members 
Mstep: Class 2 contains 9474 members 
Entering Unmasked Estep 
Score: -1892239.250000 Penalty: 3151.310791
	Iteration 19Q: 3 clusters Score -1892239 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6739 members 
Mstep: Class 2 contains 9519 members 
Entering Unmasked Estep 
Score: -1892250.250000 Penalty: 3151.310791
	Iteration 20F: 3 clusters Score -1892250 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6692 members 
Mstep: Class 2 contains 9566 members 
Entering Unmasked Estep 
Score: -1892259.375000 Penalty: 3151.310791
	Iteration 21Q: 3 clusters Score -1892259 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6642 members 
Mstep: Class 2 contains 9616 members 
Entering Unmasked Estep 
Score: -1892272.500000 Penalty: 3151.310791
	Iteration 22Q: 3 clusters Score -1892272 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6581 members 
Mstep: Class 2 contains 9677 members 
Entering Unmasked Estep 
Score: -1892276.625000 Penalty: 3151.310791
	Iteration 23Q: 3 clusters Score -1892277 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6515 members 
Mstep: Class 2 contains 9743 members 
Entering Unmasked Estep 
Score: -1892290.500000 Penalty: 3151.310791
	Iteration 24Q: 3 clusters Score -1892290 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6448 members 
Mstep: Class 2 contains 9810 members 
Entering Unmasked Estep 
Score: -1892299.750000 Penalty: 3151.310791
	Iteration 25Q: 3 clusters Score -1892300 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6378 members 
Mstep: Class 2 contains 9880 members 
Entering Unmasked Estep 
Score: -1892312.000000 Penalty: 3151.310791
	Iteration 26Q: 3 clusters Score -1892312 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6305 members 
Mstep: Class 2 contains 9953 members 
Entering Unmasked Estep 
Score: -1892321.875000 Penalty: 3151.310791
	Iteration 27Q: 3 clusters Score -1892322 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6238 members 
Mstep: Class 2 contains 10020 members 
Entering Unmasked Estep 
Score: -1892335.000000 Penalty: 3151.310791
	Iteration 28Q: 3 clusters Score -1892335 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6173 members 
Mstep: Class 2 contains 10085 members 
Entering Unmasked Estep 
Score: -1892343.250000 Penalty: 3151.310791
	Iteration 29Q: 3 clusters Score -1892343 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6115 members 
Mstep: Class 2 contains 10143 members 
Entering Unmasked Estep 
Score: -1892355.500000 Penalty: 3151.310791
	Iteration 30Q: 3 clusters Score -1892356 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6051 members 
Mstep: Class 2 contains 10207 members 
Entering Unmasked Estep 
Score: -1892369.000000 Penalty: 3151.310791
	Iteration 31Q: 3 clusters Score -1892369 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5980 members 
Mstep: Class 2 contains 10278 members 
Entering Unmasked Estep 
Score: -1892382.625000 Penalty: 3151.310791
	Iteration 32Q: 3 clusters Score -1892383 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5913 members 
Mstep: Class 2 contains 10345 members 
Entering Unmasked Estep 
Score: -1892396.500000 Penalty: 3151.310791
	Iteration 33Q: 3 clusters Score -1892396 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5845 members 
Mstep: Class 2 contains 10413 members 
Entering Unmasked Estep 
Score: -1892405.000000 Penalty: 3151.310791
	Iteration 34Q: 3 clusters Score -1892405 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5775 members 
Mstep: Class 2 contains 10483 members 
Entering Unmasked Estep 
Score: -1892407.250000 Penalty: 3151.310791
	Iteration 35Q: 3 clusters Score -1892407 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5709 members 
Mstep: Class 2 contains 10549 members 
Entering Unmasked Estep 
Score: -1892421.750000 Penalty: 3151.310791
	Iteration 36Q: 3 clusters Score -1892422 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5637 members 
Mstep: Class 2 contains 10621 members 
Entering Unmasked Estep 
Score: -1892436.375000 Penalty: 3151.310791
	Iteration 37Q: 3 clusters Score -1892436 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5542 members 
Mstep: Class 2 contains 10716 members 
Entering Unmasked Estep 
Score: -1892466.125000 Penalty: 3151.310791
	Iteration 38Q: 3 clusters Score -1892466 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5430 members 
Mstep: Class 2 contains 10828 members 
Entering Unmasked Estep 
Score: -1892490.125000 Penalty: 3151.310791
	Iteration 39Q: 3 clusters Score -1892490 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 10938 members 
Entering Unmasked Estep 
Score: -1892513.125000 Penalty: 3151.310791
	Iteration 40F: 3 clusters Score -1892513 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5206 members 
Mstep: Class 2 contains 11052 members 
Entering Unmasked Estep 
Score: -1892543.250000 Penalty: 3151.310791
	Iteration 41Q: 3 clusters Score -1892543 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 11169 members 
Entering Unmasked Estep 
Score: -1892571.625000 Penalty: 3151.310791
	Iteration 42Q: 3 clusters Score -1892572 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 11286 members 
Entering Unmasked Estep 
Score: -1892608.000000 Penalty: 3151.310791
	Iteration 43Q: 3 clusters Score -1892608 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 11417 members 
Entering Unmasked Estep 
Score: -1892642.375000 Penalty: 3151.310791
	Iteration 44Q: 3 clusters Score -1892642 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 11556 members 
Entering Unmasked Estep 
Score: -1892682.250000 Penalty: 3151.310791
	Iteration 45Q: 3 clusters Score -1892682 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 11695 members 
Entering Unmasked Estep 
Score: -1892717.875000 Penalty: 3151.310791
	Iteration 46Q: 3 clusters Score -1892718 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 11847 members 
Entering Unmasked Estep 
Score: -1892779.625000 Penalty: 3151.310791
	Iteration 47Q: 3 clusters Score -1892780 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 12002 members 
Entering Unmasked Estep 
Score: -1892827.250000 Penalty: 3151.310791
	Iteration 48Q: 3 clusters Score -1892827 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 12157 members 
Entering Unmasked Estep 
Score: -1892882.000000 Penalty: 3151.310791
	Iteration 49Q: 3 clusters Score -1892882 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 12324 members 
Entering Unmasked Estep 
Score: -1892946.625000 Penalty: 3151.310791
	Iteration 50Q: 3 clusters Score -1892947 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 12509 members 
Entering Unmasked Estep 
Score: -1893024.250000 Penalty: 3151.310791
	Iteration 51Q: 3 clusters Score -1893024 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 12706 members 
Entering Unmasked Estep 
Score: -1893118.500000 Penalty: 3151.310791
	Iteration 52Q: 3 clusters Score -1893118 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 12890 members 
Entering Unmasked Estep 
Score: -1893208.875000 Penalty: 3151.310791
	Iteration 53Q: 3 clusters Score -1893209 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 13079 members 
Entering Unmasked Estep 
Score: -1893287.750000 Penalty: 3151.310791
	Iteration 54Q: 3 clusters Score -1893288 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 13247 members 
Entering Unmasked Estep 
Score: -1893372.375000 Penalty: 3151.310791
	Iteration 55Q: 3 clusters Score -1893372 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 13399 members 
Entering Unmasked Estep 
Score: -1893451.375000 Penalty: 3151.310791
	Iteration 56Q: 3 clusters Score -1893451 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 13529 members 
Entering Unmasked Estep 
Score: -1893506.000000 Penalty: 3151.310791
	Iteration 57Q: 3 clusters Score -1893506 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 13651 members 
Entering Unmasked Estep 
Score: -1893570.625000 Penalty: 3151.310791
	Iteration 58Q: 3 clusters Score -1893571 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 13767 members 
Entering Unmasked Estep 
Score: -1893614.125000 Penalty: 3151.310791
	Iteration 59Q: 3 clusters Score -1893614 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 13870 members 
Entering Unmasked Estep 
Score: -1893650.250000 Penalty: 3151.310791
	Iteration 60F: 3 clusters Score -1893650 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 13971 members 
Entering Unmasked Estep 
Score: -1893690.625000 Penalty: 3151.310791
	Iteration 61Q: 3 clusters Score -1893691 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 14053 members 
Entering Unmasked Estep 
Score: -1893712.250000 Penalty: 3151.310791
	Iteration 62Q: 3 clusters Score -1893712 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 14127 members 
Entering Unmasked Estep 
Score: -1893741.375000 Penalty: 3151.310791
	Iteration 63Q: 3 clusters Score -1893741 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 14194 members 
Entering Unmasked Estep 
Score: -1893758.750000 Penalty: 3151.310791
	Iteration 64Q: 3 clusters Score -1893759 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 14239 members 
Entering Unmasked Estep 
Score: -1893766.125000 Penalty: 3151.310791
	Iteration 65Q: 3 clusters Score -1893766 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 14276 members 
Entering Unmasked Estep 
Score: -1893772.375000 Penalty: 3151.310791
	Iteration 66Q: 3 clusters Score -1893772 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 14302 members 
Entering Unmasked Estep 
Score: -1893784.000000 Penalty: 3151.310791
	Iteration 67Q: 3 clusters Score -1893784 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 14332 members 
Entering Unmasked Estep 
Score: -1893792.250000 Penalty: 3151.310791
	Iteration 68Q: 3 clusters Score -1893792 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 14355 members 
Entering Unmasked Estep 
Score: -1893795.500000 Penalty: 3151.310791
	Iteration 69Q: 3 clusters Score -1893796 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 14390 members 
Entering Unmasked Estep 
Score: -1893804.750000 Penalty: 3151.310791
	Iteration 70Q: 3 clusters Score -1893805 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 14427 members 
Entering Unmasked Estep 
Score: -1893817.000000 Penalty: 3151.310791
	Iteration 71Q: 3 clusters Score -1893817 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 14478 members 
Entering Unmasked Estep 
Score: -1893830.000000 Penalty: 3151.310791
	Iteration 72Q: 3 clusters Score -1893830 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 14518 members 
Entering Unmasked Estep 
Score: -1893840.500000 Penalty: 3151.310791
	Iteration 73Q: 3 clusters Score -1893840 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 14555 members 
Entering Unmasked Estep 
Score: -1893862.375000 Penalty: 3151.310791
	Iteration 74Q: 3 clusters Score -1893862 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 14591 members 
Entering Unmasked Estep 
Score: -1893874.500000 Penalty: 3151.310791
	Iteration 75Q: 3 clusters Score -1893874 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 14628 members 
Entering Unmasked Estep 
Score: -1893889.500000 Penalty: 3151.310791
	Iteration 76Q: 3 clusters Score -1893890 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 14656 members 
Entering Unmasked Estep 
Score: -1893901.875000 Penalty: 3151.310791
	Iteration 77Q: 3 clusters Score -1893902 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 14692 members 
Entering Unmasked Estep 
Score: -1893908.500000 Penalty: 3151.310791
	Iteration 78Q: 3 clusters Score -1893908 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 14721 members 
Entering Unmasked Estep 
Score: -1893925.000000 Penalty: 3151.310791
	Iteration 79Q: 3 clusters Score -1893925 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 14753 members 
Entering Unmasked Estep 
Score: -1893948.250000 Penalty: 3151.310791
	Iteration 80F: 3 clusters Score -1893948 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 14790 members 
Entering Unmasked Estep 
Score: -1893966.000000 Penalty: 3151.310791
	Iteration 81Q: 3 clusters Score -1893966 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 14831 members 
Entering Unmasked Estep 
Score: -1893985.875000 Penalty: 3151.310791
	Iteration 82Q: 3 clusters Score -1893986 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 14870 members 
Entering Unmasked Estep 
Score: -1894003.000000 Penalty: 3151.310791
	Iteration 83Q: 3 clusters Score -1894003 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 14897 members 
Entering Unmasked Estep 
Score: -1894031.500000 Penalty: 3151.310791
	Iteration 84Q: 3 clusters Score -1894032 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 14936 members 
Entering Unmasked Estep 
Score: -1894062.125000 Penalty: 3151.310791
	Iteration 85Q: 3 clusters Score -1894062 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 14983 members 
Entering Unmasked Estep 
Score: -1894100.000000 Penalty: 3151.310791
	Iteration 86Q: 3 clusters Score -1894100 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 15020 members 
Entering Unmasked Estep 
Score: -1894130.625000 Penalty: 3151.310791
	Iteration 87Q: 3 clusters Score -1894131 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 15052 members 
Entering Unmasked Estep 
Score: -1894149.500000 Penalty: 3151.310791
	Iteration 88Q: 3 clusters Score -1894150 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 15077 members 
Entering Unmasked Estep 
Score: -1894165.250000 Penalty: 3151.310791
	Iteration 89Q: 3 clusters Score -1894165 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 15097 members 
Entering Unmasked Estep 
Score: -1894181.750000 Penalty: 3151.310791
	Iteration 90Q: 3 clusters Score -1894182 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 15106 members 
Entering Unmasked Estep 
Score: -1894187.125000 Penalty: 3151.310791
	Iteration 91Q: 3 clusters Score -1894187 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 15117 members 
Entering Unmasked Estep 
Score: -1894189.375000 Penalty: 3151.310791
	Iteration 92Q: 3 clusters Score -1894189 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 15121 members 
Entering Unmasked Estep 
Score: -1894191.625000 Penalty: 3151.310791
	Iteration 93Q: 3 clusters Score -1894192 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 15123 members 
Entering Unmasked Estep 
Score: -1894194.000000 Penalty: 3151.310791
	Iteration 94Q: 3 clusters Score -1894194 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 15125 members 
Entering Unmasked Estep 
Score: -1894197.625000 Penalty: 3151.310791
	Iteration 95Q: 3 clusters Score -1894198 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 15126 members 
Entering Unmasked Estep 
Score: -1894195.875000 Penalty: 3151.310791
	Iteration 96Q: 3 clusters Score -1894196 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 15128 members 
Entering Unmasked Estep 
Score: -1894195.375000 Penalty: 3151.310791
	Iteration 97Q: 3 clusters Score -1894195 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 15129 members 
Entering Unmasked Estep 
Score: -1894196.875000 Penalty: 3151.310791
	Iteration 98Q: 3 clusters Score -1894197 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 15130 members 
Entering Unmasked Estep 
Score: -1894197.250000 Penalty: 3151.310791
	Iteration 99Q: 3 clusters Score -1894197 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 15131 members 
Entering Unmasked Estep 
Score: -1894198.000000 Penalty: 3151.310791
	Iteration 100F: 3 clusters Score -1894198 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (38019 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38019 members 
Entering Unmasked Estep 
Score: -4819415.000000 Penalty: 1713.699219
	Iteration 0F: 2 clusters Score -4819415 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19165 members 
Mstep: Class 2 contains 18854 members 
Entering Unmasked Estep 
Score: -4794009.500000 Penalty: 3427.398438
	Iteration 0F: 3 clusters Score -4794010 nChanged 17609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20296 members 
Mstep: Class 2 contains 17723 members 
Entering Unmasked Estep 
Score: -4803869.000000 Penalty: 3427.398438
	Iteration 1F: 3 clusters Score -4803869 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20991 members 
Mstep: Class 2 contains 17028 members 
Entering Unmasked Estep 
Score: -4804423.000000 Penalty: 3427.398438
	Iteration 2Q: 3 clusters Score -4804423 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22057 members 
Mstep: Class 2 contains 15962 members 
Entering Unmasked Estep 
Score: -4805120.500000 Penalty: 3427.398438
	Iteration 3Q: 3 clusters Score -4805120 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23511 members 
Mstep: Class 2 contains 14508 members 
Entering Unmasked Estep 
Score: -4806011.500000 Penalty: 3427.398438
	Iteration 4Q: 3 clusters Score -4806012 nChanged 2198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25507 members 
Mstep: Class 2 contains 12512 members 
Entering Unmasked Estep 
Score: -4807369.000000 Penalty: 3427.398438
	Iteration 5F: 3 clusters Score -4807369 nChanged 2578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27983 members 
Mstep: Class 2 contains 10036 members 
Entering Unmasked Estep 
Score: -4809279.000000 Penalty: 3427.398438
	Iteration 6F: 3 clusters Score -4809279 nChanged 2766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30703 members 
Mstep: Class 2 contains 7316 members 
Entering Unmasked Estep 
Score: -4811644.500000 Penalty: 3427.398438
	Iteration 7F: 3 clusters Score -4811644 nChanged 2483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33174 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -4813909.500000 Penalty: 3427.398438
	Iteration 8F: 3 clusters Score -4813910 nChanged 1852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35022 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -4815625.000000 Penalty: 3427.398438
	Iteration 9Q: 3 clusters Score -4815625 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36170 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -4816636.000000 Penalty: 3427.398438
	Iteration 10Q: 3 clusters Score -4816636 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36789 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -4817162.500000 Penalty: 3427.398438
	Iteration 11Q: 3 clusters Score -4817162 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37147 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -4817452.000000 Penalty: 3427.398438
	Iteration 12Q: 3 clusters Score -4817452 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37358 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -4817622.000000 Penalty: 3427.398438
	Iteration 13Q: 3 clusters Score -4817622 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37491 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -4817738.000000 Penalty: 3427.398438
	Iteration 14Q: 3 clusters Score -4817738 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37576 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -4817793.500000 Penalty: 3427.398438
	Iteration 15Q: 3 clusters Score -4817794 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37625 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -4817834.000000 Penalty: 3427.398438
	Iteration 16Q: 3 clusters Score -4817834 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37646 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -4817850.000000 Penalty: 3427.398438
	Iteration 17Q: 3 clusters Score -4817850 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37657 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -4817860.500000 Penalty: 3427.398438
	Iteration 18Q: 3 clusters Score -4817860 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37667 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -4817869.500000 Penalty: 3427.398438
	Iteration 19Q: 3 clusters Score -4817870 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37679 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -4817879.000000 Penalty: 3427.398438
	Iteration 20F: 3 clusters Score -4817879 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37682 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -4817877.000000 Penalty: 3427.398438
	Iteration 21Q: 3 clusters Score -4817877 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37687 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -4817884.000000 Penalty: 3427.398438
	Iteration 22Q: 3 clusters Score -4817884 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37692 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -4817888.000000 Penalty: 3427.398438
	Iteration 23Q: 3 clusters Score -4817888 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37692 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -4817886.500000 Penalty: 3427.398438
	Iteration 24Q: 3 clusters Score -4817886 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37693 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -4817885.500000 Penalty: 3427.398438
	Iteration 25Q: 3 clusters Score -4817886 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37693 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -4817885.500000 Penalty: 3427.398438
	Iteration 26F: 3 clusters Score -4817886 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (19773 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19773 members 
Entering Unmasked Estep 
Score: -2314408.750000 Penalty: 1607.461792
	Iteration 0F: 2 clusters Score -2314409 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9946 members 
Mstep: Class 2 contains 9827 members 
Entering Unmasked Estep 
Score: -2300830.750000 Penalty: 3214.923584
	Iteration 0F: 3 clusters Score -2300831 nChanged 8977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10651 members 
Mstep: Class 2 contains 9122 members 
Entering Unmasked Estep 
Score: -2306295.250000 Penalty: 3214.923584
	Iteration 1F: 3 clusters Score -2306295 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11101 members 
Mstep: Class 2 contains 8672 members 
Entering Unmasked Estep 
Score: -2307122.000000 Penalty: 3214.923584
	Iteration 2F: 3 clusters Score -2307122 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11692 members 
Mstep: Class 2 contains 8081 members 
Entering Unmasked Estep 
Score: -2308057.500000 Penalty: 3214.923584
	Iteration 3F: 3 clusters Score -2308058 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12368 members 
Mstep: Class 2 contains 7405 members 
Entering Unmasked Estep 
Score: -2308989.750000 Penalty: 3214.923584
	Iteration 4F: 3 clusters Score -2308990 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13049 members 
Mstep: Class 2 contains 6724 members 
Entering Unmasked Estep 
Score: -2309767.750000 Penalty: 3214.923584
	Iteration 5F: 3 clusters Score -2309768 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13710 members 
Mstep: Class 2 contains 6063 members 
Entering Unmasked Estep 
Score: -2310394.500000 Penalty: 3214.923584
	Iteration 6F: 3 clusters Score -2310394 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14327 members 
Mstep: Class 2 contains 5446 members 
Entering Unmasked Estep 
Score: -2310950.250000 Penalty: 3214.923584
	Iteration 7Q: 3 clusters Score -2310950 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14885 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -2311357.500000 Penalty: 3214.923584
	Iteration 8Q: 3 clusters Score -2311358 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15386 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -2311686.750000 Penalty: 3214.923584
	Iteration 9Q: 3 clusters Score -2311687 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15830 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -2311925.250000 Penalty: 3214.923584
	Iteration 10Q: 3 clusters Score -2311925 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16225 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -2312118.750000 Penalty: 3214.923584
	Iteration 11Q: 3 clusters Score -2312119 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16579 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -2312266.500000 Penalty: 3214.923584
	Iteration 12Q: 3 clusters Score -2312266 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16903 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -2312413.500000 Penalty: 3214.923584
	Iteration 13Q: 3 clusters Score -2312414 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17182 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -2312531.750000 Penalty: 3214.923584
	Iteration 14Q: 3 clusters Score -2312532 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17404 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -2312624.500000 Penalty: 3214.923584
	Iteration 15Q: 3 clusters Score -2312624 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17610 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -2312700.750000 Penalty: 3214.923584
	Iteration 16Q: 3 clusters Score -2312701 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17816 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -2312790.000000 Penalty: 3214.923584
	Iteration 17Q: 3 clusters Score -2312790 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18016 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -2312876.750000 Penalty: 3214.923584
	Iteration 18Q: 3 clusters Score -2312877 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18188 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -2312959.750000 Penalty: 3214.923584
	Iteration 19Q: 3 clusters Score -2312960 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18327 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -2313027.000000 Penalty: 3214.923584
	Iteration 20F: 3 clusters Score -2313027 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18448 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -2313095.750000 Penalty: 3214.923584
	Iteration 21Q: 3 clusters Score -2313096 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18547 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -2313140.750000 Penalty: 3214.923584
	Iteration 22Q: 3 clusters Score -2313141 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18622 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -2313173.750000 Penalty: 3214.923584
	Iteration 23Q: 3 clusters Score -2313174 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18675 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -2313191.250000 Penalty: 3214.923584
	Iteration 24Q: 3 clusters Score -2313191 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18715 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -2313204.250000 Penalty: 3214.923584
	Iteration 25Q: 3 clusters Score -2313204 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18754 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -2313222.000000 Penalty: 3214.923584
	Iteration 26Q: 3 clusters Score -2313222 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18778 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -2313236.000000 Penalty: 3214.923584
	Iteration 27Q: 3 clusters Score -2313236 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18801 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -2313240.750000 Penalty: 3214.923584
	Iteration 28Q: 3 clusters Score -2313241 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18821 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -2313250.250000 Penalty: 3214.923584
	Iteration 29Q: 3 clusters Score -2313250 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18843 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -2313256.500000 Penalty: 3214.923584
	Iteration 30Q: 3 clusters Score -2313256 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18859 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -2313268.500000 Penalty: 3214.923584
	Iteration 31Q: 3 clusters Score -2313268 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18871 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -2313273.750000 Penalty: 3214.923584
	Iteration 32Q: 3 clusters Score -2313274 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18883 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -2313284.750000 Penalty: 3214.923584
	Iteration 33Q: 3 clusters Score -2313285 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18897 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -2313289.500000 Penalty: 3214.923584
	Iteration 34Q: 3 clusters Score -2313290 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18912 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -2313298.750000 Penalty: 3214.923584
	Iteration 35Q: 3 clusters Score -2313299 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18924 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -2313307.250000 Penalty: 3214.923584
	Iteration 36Q: 3 clusters Score -2313307 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18934 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -2313308.000000 Penalty: 3214.923584
	Iteration 37Q: 3 clusters Score -2313308 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18941 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -2313309.750000 Penalty: 3214.923584
	Iteration 38Q: 3 clusters Score -2313310 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18946 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -2313313.500000 Penalty: 3214.923584
	Iteration 39Q: 3 clusters Score -2313314 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18949 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -2313317.000000 Penalty: 3214.923584
	Iteration 40F: 3 clusters Score -2313317 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18953 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -2313323.000000 Penalty: 3214.923584
	Iteration 41Q: 3 clusters Score -2313323 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18959 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -2313323.750000 Penalty: 3214.923584
	Iteration 42Q: 3 clusters Score -2313324 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18963 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -2313328.000000 Penalty: 3214.923584
	Iteration 43Q: 3 clusters Score -2313328 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18969 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -2313330.250000 Penalty: 3214.923584
	Iteration 44Q: 3 clusters Score -2313330 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18973 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -2313330.250000 Penalty: 3214.923584
	Iteration 45Q: 3 clusters Score -2313330 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18975 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -2313330.000000 Penalty: 3214.923584
	Iteration 46Q: 3 clusters Score -2313330 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18976 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -2313331.750000 Penalty: 3214.923584
	Iteration 47Q: 3 clusters Score -2313332 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18978 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -2313331.250000 Penalty: 3214.923584
	Iteration 48Q: 3 clusters Score -2313331 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18982 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -2313333.750000 Penalty: 3214.923584
	Iteration 49Q: 3 clusters Score -2313334 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18987 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -2313333.250000 Penalty: 3214.923584
	Iteration 50Q: 3 clusters Score -2313333 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18988 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -2313336.750000 Penalty: 3214.923584
	Iteration 51Q: 3 clusters Score -2313337 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18994 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -2313342.250000 Penalty: 3214.923584
	Iteration 52Q: 3 clusters Score -2313342 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19004 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -2313347.750000 Penalty: 3214.923584
	Iteration 53Q: 3 clusters Score -2313348 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19011 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -2313349.750000 Penalty: 3214.923584
	Iteration 54Q: 3 clusters Score -2313350 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19017 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -2313348.750000 Penalty: 3214.923584
	Iteration 55Q: 3 clusters Score -2313349 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19016 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -2313351.000000 Penalty: 3214.923584
	Iteration 56Q: 3 clusters Score -2313351 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19019 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -2313360.000000 Penalty: 3214.923584
	Iteration 57Q: 3 clusters Score -2313360 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19023 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -2313361.250000 Penalty: 3214.923584
	Iteration 58Q: 3 clusters Score -2313361 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19024 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -2313362.750000 Penalty: 3214.923584
	Iteration 59Q: 3 clusters Score -2313363 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19028 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -2313363.750000 Penalty: 3214.923584
	Iteration 60F: 3 clusters Score -2313364 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (35635 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35635 members 
Entering Unmasked Estep 
Score: -4497957.000000 Penalty: 1703.176147
	Iteration 0F: 2 clusters Score -4497957 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17814 members 
Mstep: Class 2 contains 17821 members 
Entering Unmasked Estep 
Score: -4474002.000000 Penalty: 3406.352295
	Iteration 0F: 3 clusters Score -4474002 nChanged 16553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17659 members 
Mstep: Class 2 contains 17976 members 
Entering Unmasked Estep 
Score: -4483246.000000 Penalty: 3406.352295
	Iteration 1F: 3 clusters Score -4483246 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17563 members 
Mstep: Class 2 contains 18072 members 
Entering Unmasked Estep 
Score: -4483877.500000 Penalty: 3406.352295
	Iteration 2Q: 3 clusters Score -4483878 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17312 members 
Mstep: Class 2 contains 18323 members 
Entering Unmasked Estep 
Score: -4484652.500000 Penalty: 3406.352295
	Iteration 3Q: 3 clusters Score -4484652 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16906 members 
Mstep: Class 2 contains 18729 members 
Entering Unmasked Estep 
Score: -4485705.500000 Penalty: 3406.352295
	Iteration 4F: 3 clusters Score -4485706 nChanged 2193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16267 members 
Mstep: Class 2 contains 19368 members 
Entering Unmasked Estep 
Score: -4487128.000000 Penalty: 3406.352295
	Iteration 5F: 3 clusters Score -4487128 nChanged 2378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15415 members 
Mstep: Class 2 contains 20220 members 
Entering Unmasked Estep 
Score: -4488764.000000 Penalty: 3406.352295
	Iteration 6F: 3 clusters Score -4488764 nChanged 2360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14435 members 
Mstep: Class 2 contains 21200 members 
Entering Unmasked Estep 
Score: -4490459.500000 Penalty: 3406.352295
	Iteration 7F: 3 clusters Score -4490460 nChanged 2215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13304 members 
Mstep: Class 2 contains 22331 members 
Entering Unmasked Estep 
Score: -4492262.000000 Penalty: 3406.352295
	Iteration 8F: 3 clusters Score -4492262 nChanged 1866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12228 members 
Mstep: Class 2 contains 23407 members 
Entering Unmasked Estep 
Score: -4494018.500000 Penalty: 3406.352295
	Iteration 9F: 3 clusters Score -4494018 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11338 members 
Mstep: Class 2 contains 24297 members 
Entering Unmasked Estep 
Score: -4495527.000000 Penalty: 3406.352295
	Iteration 10Q: 3 clusters Score -4495527 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10630 members 
Mstep: Class 2 contains 25005 members 
Entering Unmasked Estep 
Score: -4496554.000000 Penalty: 3406.352295
	Iteration 11Q: 3 clusters Score -4496554 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10099 members 
Mstep: Class 2 contains 25536 members 
Entering Unmasked Estep 
Score: -4497136.000000 Penalty: 3406.352295
	Iteration 12Q: 3 clusters Score -4497136 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9660 members 
Mstep: Class 2 contains 25975 members 
Entering Unmasked Estep 
Score: -4497495.000000 Penalty: 3406.352295
	Iteration 13Q: 3 clusters Score -4497495 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9322 members 
Mstep: Class 2 contains 26313 members 
Entering Unmasked Estep 
Score: -4497730.500000 Penalty: 3406.352295
	Iteration 14Q: 3 clusters Score -4497730 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9038 members 
Mstep: Class 2 contains 26597 members 
Entering Unmasked Estep 
Score: -4497893.500000 Penalty: 3406.352295
	Iteration 15Q: 3 clusters Score -4497894 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8801 members 
Mstep: Class 2 contains 26834 members 
Entering Unmasked Estep 
Score: -4497987.500000 Penalty: 3406.352295
	Iteration 16Q: 3 clusters Score -4497988 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8616 members 
Mstep: Class 2 contains 27019 members 
Entering Unmasked Estep 
Score: -4498048.500000 Penalty: 3406.352295
	Iteration 17Q: 3 clusters Score -4498048 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8455 members 
Mstep: Class 2 contains 27180 members 
Entering Unmasked Estep 
Score: -4498078.500000 Penalty: 3406.352295
	Iteration 18Q: 3 clusters Score -4498078 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8302 members 
Mstep: Class 2 contains 27333 members 
Entering Unmasked Estep 
Score: -4498106.000000 Penalty: 3406.352295
	Iteration 19Q: 3 clusters Score -4498106 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8161 members 
Mstep: Class 2 contains 27474 members 
Entering Unmasked Estep 
Score: -4498141.000000 Penalty: 3406.352295
	Iteration 20F: 3 clusters Score -4498141 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8066 members 
Mstep: Class 2 contains 27569 members 
Entering Unmasked Estep 
Score: -4498161.500000 Penalty: 3406.352295
	Iteration 21Q: 3 clusters Score -4498162 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8005 members 
Mstep: Class 2 contains 27630 members 
Entering Unmasked Estep 
Score: -4498165.000000 Penalty: 3406.352295
	Iteration 22Q: 3 clusters Score -4498165 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7950 members 
Mstep: Class 2 contains 27685 members 
Entering Unmasked Estep 
Score: -4498191.500000 Penalty: 3406.352295
	Iteration 23Q: 3 clusters Score -4498192 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7910 members 
Mstep: Class 2 contains 27725 members 
Entering Unmasked Estep 
Score: -4498199.000000 Penalty: 3406.352295
	Iteration 24Q: 3 clusters Score -4498199 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7878 members 
Mstep: Class 2 contains 27757 members 
Entering Unmasked Estep 
Score: -4498200.000000 Penalty: 3406.352295
	Iteration 25Q: 3 clusters Score -4498200 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7852 members 
Mstep: Class 2 contains 27783 members 
Entering Unmasked Estep 
Score: -4498190.000000 Penalty: 3406.352295
	Iteration 26Q: 3 clusters Score -4498190 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7840 members 
Mstep: Class 2 contains 27795 members 
Entering Unmasked Estep 
Score: -4498189.500000 Penalty: 3406.352295
	Iteration 27Q: 3 clusters Score -4498190 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7830 members 
Mstep: Class 2 contains 27805 members 
Entering Unmasked Estep 
Score: -4498189.000000 Penalty: 3406.352295
	Iteration 28Q: 3 clusters Score -4498189 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7819 members 
Mstep: Class 2 contains 27816 members 
Entering Unmasked Estep 
Score: -4498194.000000 Penalty: 3406.352295
	Iteration 29Q: 3 clusters Score -4498194 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7811 members 
Mstep: Class 2 contains 27824 members 
Entering Unmasked Estep 
Score: -4498199.000000 Penalty: 3406.352295
	Iteration 30Q: 3 clusters Score -4498199 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7803 members 
Mstep: Class 2 contains 27832 members 
Entering Unmasked Estep 
Score: -4498195.500000 Penalty: 3406.352295
	Iteration 31Q: 3 clusters Score -4498196 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7799 members 
Mstep: Class 2 contains 27836 members 
Entering Unmasked Estep 
Score: -4498199.500000 Penalty: 3406.352295
	Iteration 32Q: 3 clusters Score -4498200 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7796 members 
Mstep: Class 2 contains 27839 members 
Entering Unmasked Estep 
Score: -4498201.000000 Penalty: 3406.352295
	Iteration 33Q: 3 clusters Score -4498201 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7795 members 
Mstep: Class 2 contains 27840 members 
Entering Unmasked Estep 
Score: -4498199.000000 Penalty: 3406.352295
	Iteration 34Q: 3 clusters Score -4498199 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7793 members 
Mstep: Class 2 contains 27842 members 
Entering Unmasked Estep 
Score: -4498195.000000 Penalty: 3406.352295
	Iteration 35Q: 3 clusters Score -4498195 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7792 members 
Mstep: Class 2 contains 27843 members 
Entering Unmasked Estep 
Score: -4498194.500000 Penalty: 3406.352295
	Iteration 36Q: 3 clusters Score -4498194 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7792 members 
Mstep: Class 2 contains 27843 members 
Entering Unmasked Estep 
Score: -4498194.500000 Penalty: 3406.352295
	Iteration 37F: 3 clusters Score -4498194 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 498 members 
Mstep: Class 3 contains 22014 members 
Mstep: Class 4 contains 3256 members 
Mstep: Class 5 contains 20574 members 
Mstep: Class 6 contains 92054 members 
Mstep: Class 7 contains 2816 members 
Mstep: Class 8 contains 149146 members 
Mstep: Class 9 contains 5006 members 
Mstep: Class 10 contains 5125 members 
Mstep: Class 11 contains 8690 members 
Mstep: Class 12 contains 2384 members 
Mstep: Class 13 contains 5154 members 
Mstep: Class 14 contains 7314 members 
Mstep: Class 15 contains 22259 members 
Mstep: Class 16 contains 5499 members 
Mstep: Class 17 contains 4315 members 
Mstep: Class 18 contains 12868 members 
Mstep: Class 19 contains 7821 members 
Mstep: Class 20 contains 4568 members 
Mstep: Class 21 contains 49552 members 
Mstep: Class 22 contains 4479 members 
Mstep: Class 23 contains 9419 members 
Mstep: Class 24 contains 17498 members 
Mstep: Class 25 contains 504 members 
Mstep: Class 26 contains 28695 members 
Mstep: Class 27 contains 3198 members 
Mstep: Class 28 contains 16258 members 
Mstep: Class 29 contains 38019 members 
Mstep: Class 30 contains 19773 members 
Mstep: Class 31 contains 7792 members 
Mstep: Class 32 contains 3344 members 
Mstep: Class 33 contains 6321 members 
Mstep: Class 34 contains 11190 members 
Mstep: Class 35 contains 17689 members 
Mstep: Class 36 contains 12091 members 
Mstep: Class 37 contains 2761 members 
Mstep: Class 38 contains 17324 members 
Mstep: Class 39 contains 4247 members 
Mstep: Class 40 contains 2985 members 
Mstep: Class 41 contains 9657 members 
Mstep: Class 42 contains 7074 members 
Mstep: Class 43 contains 27574 members 
Mstep: Class 44 contains 4304 members 
Mstep: Class 45 contains 21712 members 
Mstep: Class 46 contains 9377 members 
Mstep: Class 47 contains 1767 members 
Mstep: Class 48 contains 20720 members 
Mstep: Class 49 contains 35229 members 
Mstep: Class 50 contains 27843 members 
Entering Unmasked Estep 
Score: -100304008.000000 Penalty: 110644.859375
Splitting cluster 31 changes total score from -100304664.000000 to -100304008.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 32 (3344 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Entering Unmasked Estep 
Score: -413644.781250 Penalty: 1318.674927
	Iteration 0F: 2 clusters Score -413644.8 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 1655 members 
Entering Unmasked Estep 
Score: -410690.250000 Penalty: 2637.349854
	Iteration 0F: 3 clusters Score -410690.2 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -411453.437500 Penalty: 2637.349854
	Iteration 1F: 3 clusters Score -411453.4 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -411703.656250 Penalty: 2637.349854
	Iteration 2F: 3 clusters Score -411703.7 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -411969.062500 Penalty: 2637.349854
	Iteration 3F: 3 clusters Score -411969.1 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -412235.906250 Penalty: 2637.349854
	Iteration 4F: 3 clusters Score -412235.9 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -412460.875000 Penalty: 2637.349854
	Iteration 5F: 3 clusters Score -412460.9 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -412638.531250 Penalty: 2637.349854
	Iteration 6F: 3 clusters Score -412638.5 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -412750.500000 Penalty: 2637.349854
	Iteration 7Q: 3 clusters Score -412750.5 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -412815.062500 Penalty: 2637.349854
	Iteration 8Q: 3 clusters Score -412815.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -412859.406250 Penalty: 2637.349854
	Iteration 9Q: 3 clusters Score -412859.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -412892.000000 Penalty: 2637.349854
	Iteration 10Q: 3 clusters Score -412892 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -412904.187500 Penalty: 2637.349854
	Iteration 11Q: 3 clusters Score -412904.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -412911.218750 Penalty: 2637.349854
	Iteration 12Q: 3 clusters Score -412911.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -412913.968750 Penalty: 2637.349854
	Iteration 13Q: 3 clusters Score -412914 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -412916.500000 Penalty: 2637.349854
	Iteration 14Q: 3 clusters Score -412916.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -412920.312500 Penalty: 2637.349854
	Iteration 15Q: 3 clusters Score -412920.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -412924.250000 Penalty: 2637.349854
	Iteration 16Q: 3 clusters Score -412924.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -412927.062500 Penalty: 2637.349854
	Iteration 17Q: 3 clusters Score -412927.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -412929.656250 Penalty: 2637.349854
	Iteration 18Q: 3 clusters Score -412929.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -412931.500000 Penalty: 2637.349854
	Iteration 19Q: 3 clusters Score -412931.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -412935.031250 Penalty: 2637.349854
	Iteration 20F: 3 clusters Score -412935 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -412937.812500 Penalty: 2637.349854
	Iteration 21Q: 3 clusters Score -412937.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -412939.156250 Penalty: 2637.349854
	Iteration 22Q: 3 clusters Score -412939.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -412940.218750 Penalty: 2637.349854
	Iteration 23Q: 3 clusters Score -412940.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -412940.468750 Penalty: 2637.349854
	Iteration 24Q: 3 clusters Score -412940.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -412940.468750 Penalty: 2637.349854
	Iteration 25F: 3 clusters Score -412940.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (6321 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6321 members 
Entering Unmasked Estep 
Score: -786434.812500 Penalty: 1422.140259
	Iteration 0F: 2 clusters Score -786434.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -781659.187500 Penalty: 2844.280518
	Iteration 0F: 3 clusters Score -781659.2 nChanged 2573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -783156.062500 Penalty: 2844.280518
	Iteration 1F: 3 clusters Score -783156.1 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -783400.312500 Penalty: 2844.280518
	Iteration 2F: 3 clusters Score -783400.3 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -783598.437500 Penalty: 2844.280518
	Iteration 3F: 3 clusters Score -783598.4 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -783767.750000 Penalty: 2844.280518
	Iteration 4Q: 3 clusters Score -783767.8 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -783935.312500 Penalty: 2844.280518
	Iteration 5Q: 3 clusters Score -783935.3 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -784099.125000 Penalty: 2844.280518
	Iteration 6Q: 3 clusters Score -784099.1 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -784259.062500 Penalty: 2844.280518
	Iteration 7Q: 3 clusters Score -784259.1 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -784421.625000 Penalty: 2844.280518
	Iteration 8Q: 3 clusters Score -784421.6 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -784575.937500 Penalty: 2844.280518
	Iteration 9Q: 3 clusters Score -784575.9 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -784717.625000 Penalty: 2844.280518
	Iteration 10Q: 3 clusters Score -784717.6 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -784861.437500 Penalty: 2844.280518
	Iteration 11Q: 3 clusters Score -784861.4 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -784964.312500 Penalty: 2844.280518
	Iteration 12Q: 3 clusters Score -784964.3 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -785061.812500 Penalty: 2844.280518
	Iteration 13Q: 3 clusters Score -785061.8 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -785160.937500 Penalty: 2844.280518
	Iteration 14Q: 3 clusters Score -785160.9 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -785283.812500 Penalty: 2844.280518
	Iteration 15Q: 3 clusters Score -785283.8 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -785470.500000 Penalty: 2844.280518
	Iteration 16Q: 3 clusters Score -785470.5 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -785752.375000 Penalty: 2844.280518
	Iteration 17Q: 3 clusters Score -785752.4 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -786009.562500 Penalty: 2844.280518
	Iteration 18Q: 3 clusters Score -786009.6 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -786113.125000 Penalty: 2844.280518
	Iteration 19Q: 3 clusters Score -786113.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -786157.562500 Penalty: 2844.280518
	Iteration 20F: 3 clusters Score -786157.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -786184.125000 Penalty: 2844.280518
	Iteration 21Q: 3 clusters Score -786184.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -786202.062500 Penalty: 2844.280518
	Iteration 22Q: 3 clusters Score -786202.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -786207.375000 Penalty: 2844.280518
	Iteration 23Q: 3 clusters Score -786207.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -786211.125000 Penalty: 2844.280518
	Iteration 24Q: 3 clusters Score -786211.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -786214.875000 Penalty: 2844.280518
	Iteration 25Q: 3 clusters Score -786214.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -786218.437500 Penalty: 2844.280518
	Iteration 26Q: 3 clusters Score -786218.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -786219.062500 Penalty: 2844.280518
	Iteration 27Q: 3 clusters Score -786219.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -786220.250000 Penalty: 2844.280518
	Iteration 28Q: 3 clusters Score -786220.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -786221.000000 Penalty: 2844.280518
	Iteration 29Q: 3 clusters Score -786221 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -786221.000000 Penalty: 2844.280518
	Iteration 30F: 3 clusters Score -786221 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (11190 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11190 members 
Entering Unmasked Estep 
Score: -1426039.500000 Penalty: 1514.951050
	Iteration 0F: 2 clusters Score -1426040 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5720 members 
Mstep: Class 2 contains 5470 members 
Entering Unmasked Estep 
Score: -1418141.125000 Penalty: 3029.902100
	Iteration 0F: 3 clusters Score -1418141 nChanged 4874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6298 members 
Mstep: Class 2 contains 4892 members 
Entering Unmasked Estep 
Score: -1420771.375000 Penalty: 3029.902100
	Iteration 1F: 3 clusters Score -1420771 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6607 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -1421074.250000 Penalty: 3029.902100
	Iteration 2F: 3 clusters Score -1421074 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6995 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -1421417.250000 Penalty: 3029.902100
	Iteration 3F: 3 clusters Score -1421417 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7519 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -1421847.375000 Penalty: 3029.902100
	Iteration 4F: 3 clusters Score -1421847 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8106 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -1422352.500000 Penalty: 3029.902100
	Iteration 5F: 3 clusters Score -1422352 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8711 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -1422897.125000 Penalty: 3029.902100
	Iteration 6F: 3 clusters Score -1422897 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9277 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -1423400.250000 Penalty: 3029.902100
	Iteration 7F: 3 clusters Score -1423400 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9752 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -1423784.125000 Penalty: 3029.902100
	Iteration 8Q: 3 clusters Score -1423784 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10077 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -1424050.000000 Penalty: 3029.902100
	Iteration 9Q: 3 clusters Score -1424050 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10308 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -1424256.750000 Penalty: 3029.902100
	Iteration 10Q: 3 clusters Score -1424257 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10463 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -1424426.500000 Penalty: 3029.902100
	Iteration 11Q: 3 clusters Score -1424426 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10567 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -1424557.125000 Penalty: 3029.902100
	Iteration 12Q: 3 clusters Score -1424557 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10636 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -1424655.500000 Penalty: 3029.902100
	Iteration 13Q: 3 clusters Score -1424656 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10675 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -1424705.375000 Penalty: 3029.902100
	Iteration 14Q: 3 clusters Score -1424705 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10707 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -1424749.250000 Penalty: 3029.902100
	Iteration 15Q: 3 clusters Score -1424749 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10735 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -1424781.875000 Penalty: 3029.902100
	Iteration 16Q: 3 clusters Score -1424782 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10759 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -1424807.250000 Penalty: 3029.902100
	Iteration 17Q: 3 clusters Score -1424807 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10770 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -1424826.875000 Penalty: 3029.902100
	Iteration 18Q: 3 clusters Score -1424827 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10775 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -1424837.375000 Penalty: 3029.902100
	Iteration 19Q: 3 clusters Score -1424837 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10781 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -1424851.625000 Penalty: 3029.902100
	Iteration 20F: 3 clusters Score -1424852 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10783 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -1424858.000000 Penalty: 3029.902100
	Iteration 21Q: 3 clusters Score -1424858 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10787 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -1424864.250000 Penalty: 3029.902100
	Iteration 22Q: 3 clusters Score -1424864 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10792 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -1424869.500000 Penalty: 3029.902100
	Iteration 23Q: 3 clusters Score -1424870 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10795 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -1424873.000000 Penalty: 3029.902100
	Iteration 24Q: 3 clusters Score -1424873 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10798 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -1424876.375000 Penalty: 3029.902100
	Iteration 25Q: 3 clusters Score -1424876 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10801 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -1424880.250000 Penalty: 3029.902100
	Iteration 26Q: 3 clusters Score -1424880 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10802 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -1424879.125000 Penalty: 3029.902100
	Iteration 27Q: 3 clusters Score -1424879 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10803 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -1424879.375000 Penalty: 3029.902100
	Iteration 28Q: 3 clusters Score -1424879 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10802 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -1424880.625000 Penalty: 3029.902100
	Iteration 29Q: 3 clusters Score -1424881 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10802 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -1424880.625000 Penalty: 3029.902100
	Iteration 30F: 3 clusters Score -1424881 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (17689 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17689 members 
Entering Unmasked Estep 
Score: -2228288.000000 Penalty: 1589.363403
	Iteration 0F: 2 clusters Score -2228288 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8855 members 
Mstep: Class 2 contains 8834 members 
Entering Unmasked Estep 
Score: -2216036.250000 Penalty: 3178.726807
	Iteration 0F: 3 clusters Score -2216036 nChanged 7982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8869 members 
Mstep: Class 2 contains 8820 members 
Entering Unmasked Estep 
Score: -2220404.000000 Penalty: 3178.726807
	Iteration 1F: 3 clusters Score -2220404 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8849 members 
Mstep: Class 2 contains 8840 members 
Entering Unmasked Estep 
Score: -2220694.000000 Penalty: 3178.726807
	Iteration 2F: 3 clusters Score -2220694 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8835 members 
Mstep: Class 2 contains 8854 members 
Entering Unmasked Estep 
Score: -2220950.000000 Penalty: 3178.726807
	Iteration 3Q: 3 clusters Score -2220950 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8791 members 
Mstep: Class 2 contains 8898 members 
Entering Unmasked Estep 
Score: -2221194.250000 Penalty: 3178.726807
	Iteration 4Q: 3 clusters Score -2221194 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8706 members 
Mstep: Class 2 contains 8983 members 
Entering Unmasked Estep 
Score: -2221409.250000 Penalty: 3178.726807
	Iteration 5Q: 3 clusters Score -2221409 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8583 members 
Mstep: Class 2 contains 9106 members 
Entering Unmasked Estep 
Score: -2221609.000000 Penalty: 3178.726807
	Iteration 6Q: 3 clusters Score -2221609 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8396 members 
Mstep: Class 2 contains 9293 members 
Entering Unmasked Estep 
Score: -2221802.500000 Penalty: 3178.726807
	Iteration 7Q: 3 clusters Score -2221802 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8130 members 
Mstep: Class 2 contains 9559 members 
Entering Unmasked Estep 
Score: -2222021.250000 Penalty: 3178.726807
	Iteration 8Q: 3 clusters Score -2222021 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7755 members 
Mstep: Class 2 contains 9934 members 
Entering Unmasked Estep 
Score: -2222279.750000 Penalty: 3178.726807
	Iteration 9Q: 3 clusters Score -2222280 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7276 members 
Mstep: Class 2 contains 10413 members 
Entering Unmasked Estep 
Score: -2222581.500000 Penalty: 3178.726807
	Iteration 10Q: 3 clusters Score -2222582 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6633 members 
Mstep: Class 2 contains 11056 members 
Entering Unmasked Estep 
Score: -2223003.250000 Penalty: 3178.726807
	Iteration 11Q: 3 clusters Score -2223003 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5906 members 
Mstep: Class 2 contains 11783 members 
Entering Unmasked Estep 
Score: -2223528.000000 Penalty: 3178.726807
	Iteration 12Q: 3 clusters Score -2223528 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 12579 members 
Entering Unmasked Estep 
Score: -2224118.000000 Penalty: 3178.726807
	Iteration 13F: 3 clusters Score -2224118 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 13345 members 
Entering Unmasked Estep 
Score: -2224735.750000 Penalty: 3178.726807
	Iteration 14Q: 3 clusters Score -2224736 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 14018 members 
Entering Unmasked Estep 
Score: -2225268.250000 Penalty: 3178.726807
	Iteration 15Q: 3 clusters Score -2225268 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 14604 members 
Entering Unmasked Estep 
Score: -2225757.250000 Penalty: 3178.726807
	Iteration 16Q: 3 clusters Score -2225757 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 15068 members 
Entering Unmasked Estep 
Score: -2226160.250000 Penalty: 3178.726807
	Iteration 17Q: 3 clusters Score -2226160 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 15398 members 
Entering Unmasked Estep 
Score: -2226428.000000 Penalty: 3178.726807
	Iteration 18Q: 3 clusters Score -2226428 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 15639 members 
Entering Unmasked Estep 
Score: -2226602.000000 Penalty: 3178.726807
	Iteration 19Q: 3 clusters Score -2226602 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 15826 members 
Entering Unmasked Estep 
Score: -2226741.250000 Penalty: 3178.726807
	Iteration 20F: 3 clusters Score -2226741 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 15969 members 
Entering Unmasked Estep 
Score: -2226823.500000 Penalty: 3178.726807
	Iteration 21Q: 3 clusters Score -2226824 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 16073 members 
Entering Unmasked Estep 
Score: -2226879.500000 Penalty: 3178.726807
	Iteration 22Q: 3 clusters Score -2226880 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 16163 members 
Entering Unmasked Estep 
Score: -2226923.750000 Penalty: 3178.726807
	Iteration 23Q: 3 clusters Score -2226924 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 16245 members 
Entering Unmasked Estep 
Score: -2226970.500000 Penalty: 3178.726807
	Iteration 24Q: 3 clusters Score -2226970 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 16320 members 
Entering Unmasked Estep 
Score: -2227014.500000 Penalty: 3178.726807
	Iteration 25Q: 3 clusters Score -2227014 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 16376 members 
Entering Unmasked Estep 
Score: -2227049.750000 Penalty: 3178.726807
	Iteration 26Q: 3 clusters Score -2227050 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 16430 members 
Entering Unmasked Estep 
Score: -2227083.500000 Penalty: 3178.726807
	Iteration 27Q: 3 clusters Score -2227084 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 16483 members 
Entering Unmasked Estep 
Score: -2227116.500000 Penalty: 3178.726807
	Iteration 28Q: 3 clusters Score -2227116 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 16534 members 
Entering Unmasked Estep 
Score: -2227155.750000 Penalty: 3178.726807
	Iteration 29Q: 3 clusters Score -2227156 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 16575 members 
Entering Unmasked Estep 
Score: -2227194.750000 Penalty: 3178.726807
	Iteration 30Q: 3 clusters Score -2227195 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 16620 members 
Entering Unmasked Estep 
Score: -2227250.500000 Penalty: 3178.726807
	Iteration 31Q: 3 clusters Score -2227250 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 16663 members 
Entering Unmasked Estep 
Score: -2227281.000000 Penalty: 3178.726807
	Iteration 32Q: 3 clusters Score -2227281 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 16686 members 
Entering Unmasked Estep 
Score: -2227293.000000 Penalty: 3178.726807
	Iteration 33Q: 3 clusters Score -2227293 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 16697 members 
Entering Unmasked Estep 
Score: -2227306.000000 Penalty: 3178.726807
	Iteration 34Q: 3 clusters Score -2227306 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 16708 members 
Entering Unmasked Estep 
Score: -2227311.500000 Penalty: 3178.726807
	Iteration 35Q: 3 clusters Score -2227312 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 16714 members 
Entering Unmasked Estep 
Score: -2227311.500000 Penalty: 3178.726807
	Iteration 36Q: 3 clusters Score -2227312 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 16715 members 
Entering Unmasked Estep 
Score: -2227313.500000 Penalty: 3178.726807
	Iteration 37Q: 3 clusters Score -2227314 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 16717 members 
Entering Unmasked Estep 
Score: -2227315.250000 Penalty: 3178.726807
	Iteration 38Q: 3 clusters Score -2227315 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 16720 members 
Entering Unmasked Estep 
Score: -2227313.000000 Penalty: 3178.726807
	Iteration 39Q: 3 clusters Score -2227313 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 16723 members 
Entering Unmasked Estep 
Score: -2227316.000000 Penalty: 3178.726807
	Iteration 40F: 3 clusters Score -2227316 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 16724 members 
Entering Unmasked Estep 
Score: -2227319.250000 Penalty: 3178.726807
	Iteration 41Q: 3 clusters Score -2227319 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 16723 members 
Entering Unmasked Estep 
Score: -2227320.250000 Penalty: 3178.726807
	Iteration 42Q: 3 clusters Score -2227320 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 16723 members 
Entering Unmasked Estep 
Score: -2227320.250000 Penalty: 3178.726807
	Iteration 43F: 3 clusters Score -2227320 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (12091 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12091 members 
Entering Unmasked Estep 
Score: -1533290.375000 Penalty: 1527.535278
	Iteration 0F: 2 clusters Score -1533290 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6061 members 
Mstep: Class 2 contains 6030 members 
Entering Unmasked Estep 
Score: -1524727.750000 Penalty: 3055.070557
	Iteration 0F: 3 clusters Score -1524728 nChanged 5397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5850 members 
Mstep: Class 2 contains 6241 members 
Entering Unmasked Estep 
Score: -1527849.500000 Penalty: 3055.070557
	Iteration 1F: 3 clusters Score -1527850 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 6353 members 
Entering Unmasked Estep 
Score: -1528349.750000 Penalty: 3055.070557
	Iteration 2F: 3 clusters Score -1528350 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5609 members 
Mstep: Class 2 contains 6482 members 
Entering Unmasked Estep 
Score: -1528865.750000 Penalty: 3055.070557
	Iteration 3F: 3 clusters Score -1528866 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5498 members 
Mstep: Class 2 contains 6593 members 
Entering Unmasked Estep 
Score: -1529346.250000 Penalty: 3055.070557
	Iteration 4F: 3 clusters Score -1529346 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5398 members 
Mstep: Class 2 contains 6693 members 
Entering Unmasked Estep 
Score: -1529729.500000 Penalty: 3055.070557
	Iteration 5F: 3 clusters Score -1529730 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 6741 members 
Entering Unmasked Estep 
Score: -1530013.750000 Penalty: 3055.070557
	Iteration 6Q: 3 clusters Score -1530014 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 6725 members 
Entering Unmasked Estep 
Score: -1530227.875000 Penalty: 3055.070557
	Iteration 7Q: 3 clusters Score -1530228 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5429 members 
Mstep: Class 2 contains 6662 members 
Entering Unmasked Estep 
Score: -1530412.625000 Penalty: 3055.070557
	Iteration 8Q: 3 clusters Score -1530413 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5553 members 
Mstep: Class 2 contains 6538 members 
Entering Unmasked Estep 
Score: -1530576.000000 Penalty: 3055.070557
	Iteration 9Q: 3 clusters Score -1530576 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 6402 members 
Entering Unmasked Estep 
Score: -1530713.500000 Penalty: 3055.070557
	Iteration 10Q: 3 clusters Score -1530714 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5832 members 
Mstep: Class 2 contains 6259 members 
Entering Unmasked Estep 
Score: -1530859.750000 Penalty: 3055.070557
	Iteration 11Q: 3 clusters Score -1530860 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6000 members 
Mstep: Class 2 contains 6091 members 
Entering Unmasked Estep 
Score: -1531038.750000 Penalty: 3055.070557
	Iteration 12Q: 3 clusters Score -1531039 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6166 members 
Mstep: Class 2 contains 5925 members 
Entering Unmasked Estep 
Score: -1531229.375000 Penalty: 3055.070557
	Iteration 13Q: 3 clusters Score -1531229 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6358 members 
Mstep: Class 2 contains 5733 members 
Entering Unmasked Estep 
Score: -1531411.375000 Penalty: 3055.070557
	Iteration 14Q: 3 clusters Score -1531411 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6556 members 
Mstep: Class 2 contains 5535 members 
Entering Unmasked Estep 
Score: -1531593.000000 Penalty: 3055.070557
	Iteration 15Q: 3 clusters Score -1531593 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6731 members 
Mstep: Class 2 contains 5360 members 
Entering Unmasked Estep 
Score: -1531732.000000 Penalty: 3055.070557
	Iteration 16Q: 3 clusters Score -1531732 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6884 members 
Mstep: Class 2 contains 5207 members 
Entering Unmasked Estep 
Score: -1531826.250000 Penalty: 3055.070557
	Iteration 17Q: 3 clusters Score -1531826 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6997 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -1531882.125000 Penalty: 3055.070557
	Iteration 18Q: 3 clusters Score -1531882 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7098 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -1531909.000000 Penalty: 3055.070557
	Iteration 19Q: 3 clusters Score -1531909 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7181 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -1531930.500000 Penalty: 3055.070557
	Iteration 20F: 3 clusters Score -1531930 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7255 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -1531953.125000 Penalty: 3055.070557
	Iteration 21Q: 3 clusters Score -1531953 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7332 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -1531966.875000 Penalty: 3055.070557
	Iteration 22Q: 3 clusters Score -1531967 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7403 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -1531980.125000 Penalty: 3055.070557
	Iteration 23Q: 3 clusters Score -1531980 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7462 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -1531990.125000 Penalty: 3055.070557
	Iteration 24Q: 3 clusters Score -1531990 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7501 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -1531994.625000 Penalty: 3055.070557
	Iteration 25Q: 3 clusters Score -1531995 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7534 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -1532004.250000 Penalty: 3055.070557
	Iteration 26Q: 3 clusters Score -1532004 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7572 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -1532009.625000 Penalty: 3055.070557
	Iteration 27Q: 3 clusters Score -1532010 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7604 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -1532012.375000 Penalty: 3055.070557
	Iteration 28Q: 3 clusters Score -1532012 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7634 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -1532018.125000 Penalty: 3055.070557
	Iteration 29Q: 3 clusters Score -1532018 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7660 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -1532019.875000 Penalty: 3055.070557
	Iteration 30Q: 3 clusters Score -1532020 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7680 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -1532023.500000 Penalty: 3055.070557
	Iteration 31Q: 3 clusters Score -1532024 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7706 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -1532029.125000 Penalty: 3055.070557
	Iteration 32Q: 3 clusters Score -1532029 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7744 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -1532035.125000 Penalty: 3055.070557
	Iteration 33Q: 3 clusters Score -1532035 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7780 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -1532046.625000 Penalty: 3055.070557
	Iteration 34Q: 3 clusters Score -1532047 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7818 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -1532054.750000 Penalty: 3055.070557
	Iteration 35Q: 3 clusters Score -1532055 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7845 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -1532059.375000 Penalty: 3055.070557
	Iteration 36Q: 3 clusters Score -1532059 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7865 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -1532058.375000 Penalty: 3055.070557
	Iteration 37Q: 3 clusters Score -1532058 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7878 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -1532062.750000 Penalty: 3055.070557
	Iteration 38Q: 3 clusters Score -1532063 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7892 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -1532064.750000 Penalty: 3055.070557
	Iteration 39Q: 3 clusters Score -1532065 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7910 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -1532062.250000 Penalty: 3055.070557
	Iteration 40F: 3 clusters Score -1532062 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7928 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -1532063.875000 Penalty: 3055.070557
	Iteration 41Q: 3 clusters Score -1532064 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7947 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -1532063.875000 Penalty: 3055.070557
	Iteration 42Q: 3 clusters Score -1532064 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7960 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -1532066.250000 Penalty: 3055.070557
	Iteration 43Q: 3 clusters Score -1532066 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7975 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -1532069.000000 Penalty: 3055.070557
	Iteration 44Q: 3 clusters Score -1532069 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7985 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -1532074.750000 Penalty: 3055.070557
	Iteration 45Q: 3 clusters Score -1532075 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7993 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -1532077.250000 Penalty: 3055.070557
	Iteration 46Q: 3 clusters Score -1532077 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8000 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -1532078.125000 Penalty: 3055.070557
	Iteration 47Q: 3 clusters Score -1532078 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8006 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -1532074.750000 Penalty: 3055.070557
	Iteration 48Q: 3 clusters Score -1532075 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8014 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -1532079.125000 Penalty: 3055.070557
	Iteration 49Q: 3 clusters Score -1532079 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8019 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -1532079.875000 Penalty: 3055.070557
	Iteration 50Q: 3 clusters Score -1532080 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8023 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -1532078.625000 Penalty: 3055.070557
	Iteration 51Q: 3 clusters Score -1532079 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8025 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -1532077.875000 Penalty: 3055.070557
	Iteration 52Q: 3 clusters Score -1532078 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8028 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -1532078.000000 Penalty: 3055.070557
	Iteration 53Q: 3 clusters Score -1532078 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8030 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -1532081.500000 Penalty: 3055.070557
	Iteration 54Q: 3 clusters Score -1532082 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8033 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -1532076.500000 Penalty: 3055.070557
	Iteration 55Q: 3 clusters Score -1532076 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8034 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -1532078.375000 Penalty: 3055.070557
	Iteration 56Q: 3 clusters Score -1532078 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8036 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -1532078.250000 Penalty: 3055.070557
	Iteration 57Q: 3 clusters Score -1532078 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8038 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -1532078.375000 Penalty: 3055.070557
	Iteration 58Q: 3 clusters Score -1532078 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8039 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -1532079.000000 Penalty: 3055.070557
	Iteration 59Q: 3 clusters Score -1532079 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8041 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -1532079.250000 Penalty: 3055.070557
	Iteration 60F: 3 clusters Score -1532079 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8043 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -1532077.250000 Penalty: 3055.070557
	Iteration 61Q: 3 clusters Score -1532077 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8044 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -1532077.000000 Penalty: 3055.070557
	Iteration 62Q: 3 clusters Score -1532077 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8045 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -1532079.250000 Penalty: 3055.070557
	Iteration 63Q: 3 clusters Score -1532079 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8045 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -1532079.250000 Penalty: 3055.070557
	Iteration 64F: 3 clusters Score -1532079 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (2761 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Entering Unmasked Estep 
Score: -286352.031250 Penalty: 1287.544067
	Iteration 0F: 2 clusters Score -286352 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -283801.812500 Penalty: 2575.088135
	Iteration 0F: 3 clusters Score -283801.8 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -284615.937500 Penalty: 2575.088135
	Iteration 1F: 3 clusters Score -284615.9 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -284903.375000 Penalty: 2575.088135
	Iteration 2F: 3 clusters Score -284903.4 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -285144.406250 Penalty: 2575.088135
	Iteration 3F: 3 clusters Score -285144.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -285313.937500 Penalty: 2575.088135
	Iteration 4Q: 3 clusters Score -285313.9 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -285452.906250 Penalty: 2575.088135
	Iteration 5F: 3 clusters Score -285452.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -285529.062500 Penalty: 2575.088135
	Iteration 6Q: 3 clusters Score -285529.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -285591.968750 Penalty: 2575.088135
	Iteration 7Q: 3 clusters Score -285592 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -285640.406250 Penalty: 2575.088135
	Iteration 8Q: 3 clusters Score -285640.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -285696.312500 Penalty: 2575.088135
	Iteration 9Q: 3 clusters Score -285696.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -285756.656250 Penalty: 2575.088135
	Iteration 10Q: 3 clusters Score -285756.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -285844.156250 Penalty: 2575.088135
	Iteration 11Q: 3 clusters Score -285844.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -285942.000000 Penalty: 2575.088135
	Iteration 12Q: 3 clusters Score -285942 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -286012.093750 Penalty: 2575.088135
	Iteration 13Q: 3 clusters Score -286012.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -286061.906250 Penalty: 2575.088135
	Iteration 14Q: 3 clusters Score -286061.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -286090.312500 Penalty: 2575.088135
	Iteration 15Q: 3 clusters Score -286090.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -286118.343750 Penalty: 2575.088135
	Iteration 16Q: 3 clusters Score -286118.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -286133.187500 Penalty: 2575.088135
	Iteration 17Q: 3 clusters Score -286133.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -286149.000000 Penalty: 2575.088135
	Iteration 18Q: 3 clusters Score -286149 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -286168.906250 Penalty: 2575.088135
	Iteration 19Q: 3 clusters Score -286168.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -286189.437500 Penalty: 2575.088135
	Iteration 20F: 3 clusters Score -286189.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -286199.906250 Penalty: 2575.088135
	Iteration 21Q: 3 clusters Score -286199.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -286208.437500 Penalty: 2575.088135
	Iteration 22Q: 3 clusters Score -286208.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -286217.187500 Penalty: 2575.088135
	Iteration 23Q: 3 clusters Score -286217.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -286223.343750 Penalty: 2575.088135
	Iteration 24Q: 3 clusters Score -286223.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -286228.031250 Penalty: 2575.088135
	Iteration 25Q: 3 clusters Score -286228 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -286230.656250 Penalty: 2575.088135
	Iteration 26Q: 3 clusters Score -286230.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -286232.875000 Penalty: 2575.088135
	Iteration 27Q: 3 clusters Score -286232.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -286235.437500 Penalty: 2575.088135
	Iteration 28Q: 3 clusters Score -286235.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -286237.875000 Penalty: 2575.088135
	Iteration 29Q: 3 clusters Score -286237.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -286241.156250 Penalty: 2575.088135
	Iteration 30Q: 3 clusters Score -286241.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -286243.593750 Penalty: 2575.088135
	Iteration 31Q: 3 clusters Score -286243.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -286243.718750 Penalty: 2575.088135
	Iteration 32Q: 3 clusters Score -286243.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -286243.843750 Penalty: 2575.088135
	Iteration 33Q: 3 clusters Score -286243.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -286244.437500 Penalty: 2575.088135
	Iteration 34Q: 3 clusters Score -286244.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -286245.812500 Penalty: 2575.088135
	Iteration 35Q: 3 clusters Score -286245.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -286246.375000 Penalty: 2575.088135
	Iteration 36Q: 3 clusters Score -286246.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -286246.781250 Penalty: 2575.088135
	Iteration 37Q: 3 clusters Score -286246.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -286246.781250 Penalty: 2575.088135
	Iteration 38F: 3 clusters Score -286246.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (17324 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17324 members 
Entering Unmasked Estep 
Score: -2170603.000000 Penalty: 1585.975220
	Iteration 0F: 2 clusters Score -2170603 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8645 members 
Mstep: Class 2 contains 8679 members 
Entering Unmasked Estep 
Score: -2158719.500000 Penalty: 3171.950439
	Iteration 0F: 3 clusters Score -2158720 nChanged 7759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8346 members 
Mstep: Class 2 contains 8978 members 
Entering Unmasked Estep 
Score: -2163271.250000 Penalty: 3171.950439
	Iteration 1F: 3 clusters Score -2163271 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8082 members 
Mstep: Class 2 contains 9242 members 
Entering Unmasked Estep 
Score: -2163998.500000 Penalty: 3171.950439
	Iteration 2F: 3 clusters Score -2163998 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7801 members 
Mstep: Class 2 contains 9523 members 
Entering Unmasked Estep 
Score: -2164915.250000 Penalty: 3171.950439
	Iteration 3F: 3 clusters Score -2164915 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7513 members 
Mstep: Class 2 contains 9811 members 
Entering Unmasked Estep 
Score: -2165919.750000 Penalty: 3171.950439
	Iteration 4F: 3 clusters Score -2165920 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7316 members 
Mstep: Class 2 contains 10008 members 
Entering Unmasked Estep 
Score: -2166852.250000 Penalty: 3171.950439
	Iteration 5F: 3 clusters Score -2166852 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7231 members 
Mstep: Class 2 contains 10093 members 
Entering Unmasked Estep 
Score: -2167503.750000 Penalty: 3171.950439
	Iteration 6F: 3 clusters Score -2167504 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7206 members 
Mstep: Class 2 contains 10118 members 
Entering Unmasked Estep 
Score: -2167981.250000 Penalty: 3171.950439
	Iteration 7Q: 3 clusters Score -2167981 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7237 members 
Mstep: Class 2 contains 10087 members 
Entering Unmasked Estep 
Score: -2168404.250000 Penalty: 3171.950439
	Iteration 8Q: 3 clusters Score -2168404 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7211 members 
Mstep: Class 2 contains 10113 members 
Entering Unmasked Estep 
Score: -2168841.500000 Penalty: 3171.950439
	Iteration 9Q: 3 clusters Score -2168842 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7132 members 
Mstep: Class 2 contains 10192 members 
Entering Unmasked Estep 
Score: -2169213.250000 Penalty: 3171.950439
	Iteration 10Q: 3 clusters Score -2169213 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7016 members 
Mstep: Class 2 contains 10308 members 
Entering Unmasked Estep 
Score: -2169477.500000 Penalty: 3171.950439
	Iteration 11Q: 3 clusters Score -2169478 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6883 members 
Mstep: Class 2 contains 10441 members 
Entering Unmasked Estep 
Score: -2169631.000000 Penalty: 3171.950439
	Iteration 12Q: 3 clusters Score -2169631 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6757 members 
Mstep: Class 2 contains 10567 members 
Entering Unmasked Estep 
Score: -2169723.500000 Penalty: 3171.950439
	Iteration 13Q: 3 clusters Score -2169724 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6643 members 
Mstep: Class 2 contains 10681 members 
Entering Unmasked Estep 
Score: -2169774.000000 Penalty: 3171.950439
	Iteration 14Q: 3 clusters Score -2169774 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6574 members 
Mstep: Class 2 contains 10750 members 
Entering Unmasked Estep 
Score: -2169807.750000 Penalty: 3171.950439
	Iteration 15Q: 3 clusters Score -2169808 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6508 members 
Mstep: Class 2 contains 10816 members 
Entering Unmasked Estep 
Score: -2169833.750000 Penalty: 3171.950439
	Iteration 16Q: 3 clusters Score -2169834 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6447 members 
Mstep: Class 2 contains 10877 members 
Entering Unmasked Estep 
Score: -2169848.750000 Penalty: 3171.950439
	Iteration 17Q: 3 clusters Score -2169849 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6389 members 
Mstep: Class 2 contains 10935 members 
Entering Unmasked Estep 
Score: -2169867.500000 Penalty: 3171.950439
	Iteration 18Q: 3 clusters Score -2169868 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6327 members 
Mstep: Class 2 contains 10997 members 
Entering Unmasked Estep 
Score: -2169887.500000 Penalty: 3171.950439
	Iteration 19Q: 3 clusters Score -2169888 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6268 members 
Mstep: Class 2 contains 11056 members 
Entering Unmasked Estep 
Score: -2169896.000000 Penalty: 3171.950439
	Iteration 20F: 3 clusters Score -2169896 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6227 members 
Mstep: Class 2 contains 11097 members 
Entering Unmasked Estep 
Score: -2169906.000000 Penalty: 3171.950439
	Iteration 21Q: 3 clusters Score -2169906 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6184 members 
Mstep: Class 2 contains 11140 members 
Entering Unmasked Estep 
Score: -2169916.500000 Penalty: 3171.950439
	Iteration 22Q: 3 clusters Score -2169916 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6155 members 
Mstep: Class 2 contains 11169 members 
Entering Unmasked Estep 
Score: -2169916.000000 Penalty: 3171.950439
	Iteration 23Q: 3 clusters Score -2169916 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6127 members 
Mstep: Class 2 contains 11197 members 
Entering Unmasked Estep 
Score: -2169922.750000 Penalty: 3171.950439
	Iteration 24Q: 3 clusters Score -2169923 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6108 members 
Mstep: Class 2 contains 11216 members 
Entering Unmasked Estep 
Score: -2169919.250000 Penalty: 3171.950439
	Iteration 25Q: 3 clusters Score -2169919 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6088 members 
Mstep: Class 2 contains 11236 members 
Entering Unmasked Estep 
Score: -2169925.500000 Penalty: 3171.950439
	Iteration 26Q: 3 clusters Score -2169926 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6064 members 
Mstep: Class 2 contains 11260 members 
Entering Unmasked Estep 
Score: -2169933.250000 Penalty: 3171.950439
	Iteration 27Q: 3 clusters Score -2169933 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6044 members 
Mstep: Class 2 contains 11280 members 
Entering Unmasked Estep 
Score: -2169938.250000 Penalty: 3171.950439
	Iteration 28Q: 3 clusters Score -2169938 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6023 members 
Mstep: Class 2 contains 11301 members 
Entering Unmasked Estep 
Score: -2169937.750000 Penalty: 3171.950439
	Iteration 29Q: 3 clusters Score -2169938 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6010 members 
Mstep: Class 2 contains 11314 members 
Entering Unmasked Estep 
Score: -2169938.250000 Penalty: 3171.950439
	Iteration 30Q: 3 clusters Score -2169938 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5998 members 
Mstep: Class 2 contains 11326 members 
Entering Unmasked Estep 
Score: -2169936.750000 Penalty: 3171.950439
	Iteration 31Q: 3 clusters Score -2169937 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5987 members 
Mstep: Class 2 contains 11337 members 
Entering Unmasked Estep 
Score: -2169942.750000 Penalty: 3171.950439
	Iteration 32Q: 3 clusters Score -2169943 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5980 members 
Mstep: Class 2 contains 11344 members 
Entering Unmasked Estep 
Score: -2169944.250000 Penalty: 3171.950439
	Iteration 33Q: 3 clusters Score -2169944 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5974 members 
Mstep: Class 2 contains 11350 members 
Entering Unmasked Estep 
Score: -2169948.250000 Penalty: 3171.950439
	Iteration 34Q: 3 clusters Score -2169948 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5967 members 
Mstep: Class 2 contains 11357 members 
Entering Unmasked Estep 
Score: -2169944.500000 Penalty: 3171.950439
	Iteration 35Q: 3 clusters Score -2169944 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5963 members 
Mstep: Class 2 contains 11361 members 
Entering Unmasked Estep 
Score: -2169944.250000 Penalty: 3171.950439
	Iteration 36Q: 3 clusters Score -2169944 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5957 members 
Mstep: Class 2 contains 11367 members 
Entering Unmasked Estep 
Score: -2169945.000000 Penalty: 3171.950439
	Iteration 37Q: 3 clusters Score -2169945 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5952 members 
Mstep: Class 2 contains 11372 members 
Entering Unmasked Estep 
Score: -2169946.000000 Penalty: 3171.950439
	Iteration 38Q: 3 clusters Score -2169946 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5948 members 
Mstep: Class 2 contains 11376 members 
Entering Unmasked Estep 
Score: -2169945.500000 Penalty: 3171.950439
	Iteration 39Q: 3 clusters Score -2169946 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5947 members 
Mstep: Class 2 contains 11377 members 
Entering Unmasked Estep 
Score: -2169944.250000 Penalty: 3171.950439
	Iteration 40F: 3 clusters Score -2169944 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5946 members 
Mstep: Class 2 contains 11378 members 
Entering Unmasked Estep 
Score: -2169947.750000 Penalty: 3171.950439
	Iteration 41Q: 3 clusters Score -2169948 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5945 members 
Mstep: Class 2 contains 11379 members 
Entering Unmasked Estep 
Score: -2169948.000000 Penalty: 3171.950439
	Iteration 42Q: 3 clusters Score -2169948 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5945 members 
Mstep: Class 2 contains 11379 members 
Entering Unmasked Estep 
Score: -2169948.000000 Penalty: 3171.950439
	Iteration 43F: 3 clusters Score -2169948 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (4247 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Entering Unmasked Estep 
Score: -516382.812500 Penalty: 1357.519775
	Iteration 0F: 2 clusters Score -516382.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -512875.406250 Penalty: 2715.039551
	Iteration 0F: 3 clusters Score -512875.4 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -513793.656250 Penalty: 2715.039551
	Iteration 1F: 3 clusters Score -513793.7 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -514005.718750 Penalty: 2715.039551
	Iteration 2F: 3 clusters Score -514005.7 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -514209.062500 Penalty: 2715.039551
	Iteration 3F: 3 clusters Score -514209.1 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -514411.312500 Penalty: 2715.039551
	Iteration 4F: 3 clusters Score -514411.3 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -514613.593750 Penalty: 2715.039551
	Iteration 5F: 3 clusters Score -514613.6 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -514841.375000 Penalty: 2715.039551
	Iteration 6F: 3 clusters Score -514841.4 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -515034.500000 Penalty: 2715.039551
	Iteration 7F: 3 clusters Score -515034.5 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -515181.406250 Penalty: 2715.039551
	Iteration 8Q: 3 clusters Score -515181.4 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -515312.062500 Penalty: 2715.039551
	Iteration 9Q: 3 clusters Score -515312.1 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -515396.531250 Penalty: 2715.039551
	Iteration 10Q: 3 clusters Score -515396.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -515453.812500 Penalty: 2715.039551
	Iteration 11Q: 3 clusters Score -515453.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -515487.250000 Penalty: 2715.039551
	Iteration 12Q: 3 clusters Score -515487.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -515508.937500 Penalty: 2715.039551
	Iteration 13Q: 3 clusters Score -515508.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -515524.906250 Penalty: 2715.039551
	Iteration 14Q: 3 clusters Score -515524.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -515539.750000 Penalty: 2715.039551
	Iteration 15Q: 3 clusters Score -515539.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -515551.125000 Penalty: 2715.039551
	Iteration 16Q: 3 clusters Score -515551.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -515560.312500 Penalty: 2715.039551
	Iteration 17Q: 3 clusters Score -515560.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -515565.218750 Penalty: 2715.039551
	Iteration 18Q: 3 clusters Score -515565.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -515568.625000 Penalty: 2715.039551
	Iteration 19Q: 3 clusters Score -515568.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -515570.281250 Penalty: 2715.039551
	Iteration 20F: 3 clusters Score -515570.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -515571.437500 Penalty: 2715.039551
	Iteration 21Q: 3 clusters Score -515571.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -515571.625000 Penalty: 2715.039551
	Iteration 22Q: 3 clusters Score -515571.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -515572.812500 Penalty: 2715.039551
	Iteration 23Q: 3 clusters Score -515572.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -515573.468750 Penalty: 2715.039551
	Iteration 24Q: 3 clusters Score -515573.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -515574.531250 Penalty: 2715.039551
	Iteration 25Q: 3 clusters Score -515574.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -515575.687500 Penalty: 2715.039551
	Iteration 26Q: 3 clusters Score -515575.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -515575.218750 Penalty: 2715.039551
	Iteration 27Q: 3 clusters Score -515575.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -515575.218750 Penalty: 2715.039551
	Iteration 28F: 3 clusters Score -515575.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (2985 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Entering Unmasked Estep 
Score: -356416.531250 Penalty: 1300.220215
	Iteration 0F: 2 clusters Score -356416.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -353728.750000 Penalty: 2600.440430
	Iteration 0F: 3 clusters Score -353728.8 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -354436.812500 Penalty: 2600.440430
	Iteration 1F: 3 clusters Score -354436.8 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -354630.437500 Penalty: 2600.440430
	Iteration 2F: 3 clusters Score -354630.4 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -354779.750000 Penalty: 2600.440430
	Iteration 3F: 3 clusters Score -354779.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -354872.687500 Penalty: 2600.440430
	Iteration 4Q: 3 clusters Score -354872.7 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -354958.812500 Penalty: 2600.440430
	Iteration 5Q: 3 clusters Score -354958.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -355009.312500 Penalty: 2600.440430
	Iteration 6Q: 3 clusters Score -355009.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -355051.093750 Penalty: 2600.440430
	Iteration 7Q: 3 clusters Score -355051.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -355080.875000 Penalty: 2600.440430
	Iteration 8Q: 3 clusters Score -355080.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -355115.312500 Penalty: 2600.440430
	Iteration 9Q: 3 clusters Score -355115.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -355146.500000 Penalty: 2600.440430
	Iteration 10Q: 3 clusters Score -355146.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -355173.406250 Penalty: 2600.440430
	Iteration 11Q: 3 clusters Score -355173.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -355201.718750 Penalty: 2600.440430
	Iteration 12Q: 3 clusters Score -355201.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -355233.625000 Penalty: 2600.440430
	Iteration 13Q: 3 clusters Score -355233.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -355266.781250 Penalty: 2600.440430
	Iteration 14Q: 3 clusters Score -355266.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -355293.062500 Penalty: 2600.440430
	Iteration 15Q: 3 clusters Score -355293.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -355311.593750 Penalty: 2600.440430
	Iteration 16Q: 3 clusters Score -355311.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -355323.875000 Penalty: 2600.440430
	Iteration 17Q: 3 clusters Score -355323.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -355337.156250 Penalty: 2600.440430
	Iteration 18Q: 3 clusters Score -355337.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -355351.687500 Penalty: 2600.440430
	Iteration 19Q: 3 clusters Score -355351.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -355367.375000 Penalty: 2600.440430
	Iteration 20F: 3 clusters Score -355367.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -355380.281250 Penalty: 2600.440430
	Iteration 21Q: 3 clusters Score -355380.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -355387.968750 Penalty: 2600.440430
	Iteration 22Q: 3 clusters Score -355388 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -355397.156250 Penalty: 2600.440430
	Iteration 23Q: 3 clusters Score -355397.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -355406.250000 Penalty: 2600.440430
	Iteration 24Q: 3 clusters Score -355406.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -355418.343750 Penalty: 2600.440430
	Iteration 25Q: 3 clusters Score -355418.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -355431.250000 Penalty: 2600.440430
	Iteration 26Q: 3 clusters Score -355431.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -355448.000000 Penalty: 2600.440430
	Iteration 27Q: 3 clusters Score -355448 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -355462.156250 Penalty: 2600.440430
	Iteration 28Q: 3 clusters Score -355462.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -355477.312500 Penalty: 2600.440430
	Iteration 29Q: 3 clusters Score -355477.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -355490.593750 Penalty: 2600.440430
	Iteration 30Q: 3 clusters Score -355490.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -355498.562500 Penalty: 2600.440430
	Iteration 31Q: 3 clusters Score -355498.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -355503.562500 Penalty: 2600.440430
	Iteration 32Q: 3 clusters Score -355503.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -355508.906250 Penalty: 2600.440430
	Iteration 33Q: 3 clusters Score -355508.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -355513.312500 Penalty: 2600.440430
	Iteration 34Q: 3 clusters Score -355513.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -355516.187500 Penalty: 2600.440430
	Iteration 35Q: 3 clusters Score -355516.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -355520.593750 Penalty: 2600.440430
	Iteration 36Q: 3 clusters Score -355520.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -355523.125000 Penalty: 2600.440430
	Iteration 37Q: 3 clusters Score -355523.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -355525.500000 Penalty: 2600.440430
	Iteration 38Q: 3 clusters Score -355525.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -355528.843750 Penalty: 2600.440430
	Iteration 39Q: 3 clusters Score -355528.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -355534.000000 Penalty: 2600.440430
	Iteration 40F: 3 clusters Score -355534 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -355536.906250 Penalty: 2600.440430
	Iteration 41Q: 3 clusters Score -355536.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -355543.750000 Penalty: 2600.440430
	Iteration 42Q: 3 clusters Score -355543.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -355548.250000 Penalty: 2600.440430
	Iteration 43Q: 3 clusters Score -355548.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -355555.093750 Penalty: 2600.440430
	Iteration 44Q: 3 clusters Score -355555.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -355562.312500 Penalty: 2600.440430
	Iteration 45Q: 3 clusters Score -355562.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -355571.375000 Penalty: 2600.440430
	Iteration 46Q: 3 clusters Score -355571.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -355575.437500 Penalty: 2600.440430
	Iteration 47Q: 3 clusters Score -355575.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -355580.687500 Penalty: 2600.440430
	Iteration 48Q: 3 clusters Score -355580.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -355584.343750 Penalty: 2600.440430
	Iteration 49Q: 3 clusters Score -355584.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -355587.000000 Penalty: 2600.440430
	Iteration 50Q: 3 clusters Score -355587 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -355589.968750 Penalty: 2600.440430
	Iteration 51Q: 3 clusters Score -355590 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -355592.250000 Penalty: 2600.440430
	Iteration 52Q: 3 clusters Score -355592.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -355593.281250 Penalty: 2600.440430
	Iteration 53Q: 3 clusters Score -355593.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -355593.250000 Penalty: 2600.440430
	Iteration 54Q: 3 clusters Score -355593.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -355592.875000 Penalty: 2600.440430
	Iteration 55Q: 3 clusters Score -355592.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -355593.625000 Penalty: 2600.440430
	Iteration 56Q: 3 clusters Score -355593.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -355595.031250 Penalty: 2600.440430
	Iteration 57Q: 3 clusters Score -355595 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -355596.187500 Penalty: 2600.440430
	Iteration 58Q: 3 clusters Score -355596.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -355596.593750 Penalty: 2600.440430
	Iteration 59Q: 3 clusters Score -355596.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -355596.625000 Penalty: 2600.440430
	Iteration 60F: 3 clusters Score -355596.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -355596.781250 Penalty: 2600.440430
	Iteration 61Q: 3 clusters Score -355596.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -355596.781250 Penalty: 2600.440430
	Iteration 62F: 3 clusters Score -355596.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (9657 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9657 members 
Entering Unmasked Estep 
Score: -1128834.875000 Penalty: 1491.008667
	Iteration 0F: 2 clusters Score -1128835 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -1121848.750000 Penalty: 2982.017334
	Iteration 0F: 3 clusters Score -1121849 nChanged 4130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -1124173.500000 Penalty: 2982.017334
	Iteration 1F: 3 clusters Score -1124174 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -1124639.250000 Penalty: 2982.017334
	Iteration 2F: 3 clusters Score -1124639 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4994 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -1125119.250000 Penalty: 2982.017334
	Iteration 3F: 3 clusters Score -1125119 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -1125547.625000 Penalty: 2982.017334
	Iteration 4F: 3 clusters Score -1125548 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -1125844.875000 Penalty: 2982.017334
	Iteration 5F: 3 clusters Score -1125845 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -1126085.250000 Penalty: 2982.017334
	Iteration 6Q: 3 clusters Score -1126085 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -1126266.750000 Penalty: 2982.017334
	Iteration 7Q: 3 clusters Score -1126267 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -1126376.000000 Penalty: 2982.017334
	Iteration 8Q: 3 clusters Score -1126376 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -1126442.500000 Penalty: 2982.017334
	Iteration 9Q: 3 clusters Score -1126442 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5170 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -1126483.125000 Penalty: 2982.017334
	Iteration 10Q: 3 clusters Score -1126483 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -1126511.875000 Penalty: 2982.017334
	Iteration 11Q: 3 clusters Score -1126512 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -1126534.750000 Penalty: 2982.017334
	Iteration 12Q: 3 clusters Score -1126535 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -1126561.250000 Penalty: 2982.017334
	Iteration 13Q: 3 clusters Score -1126561 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -1126580.750000 Penalty: 2982.017334
	Iteration 14Q: 3 clusters Score -1126581 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
Score: -1126600.500000 Penalty: 2982.017334
	Iteration 15Q: 3 clusters Score -1126600 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -1126622.625000 Penalty: 2982.017334
	Iteration 16Q: 3 clusters Score -1126623 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -1126644.625000 Penalty: 2982.017334
	Iteration 17Q: 3 clusters Score -1126645 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -1126667.000000 Penalty: 2982.017334
	Iteration 18Q: 3 clusters Score -1126667 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -1126683.250000 Penalty: 2982.017334
	Iteration 19Q: 3 clusters Score -1126683 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -1126708.625000 Penalty: 2982.017334
	Iteration 20F: 3 clusters Score -1126709 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -1126739.000000 Penalty: 2982.017334
	Iteration 21Q: 3 clusters Score -1126739 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -1126760.500000 Penalty: 2982.017334
	Iteration 22Q: 3 clusters Score -1126760 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -1126790.750000 Penalty: 2982.017334
	Iteration 23Q: 3 clusters Score -1126791 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -1126816.375000 Penalty: 2982.017334
	Iteration 24Q: 3 clusters Score -1126816 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 5159 members 
Entering Unmasked Estep 
Score: -1126845.750000 Penalty: 2982.017334
	Iteration 25Q: 3 clusters Score -1126846 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 5232 members 
Entering Unmasked Estep 
Score: -1126889.125000 Penalty: 2982.017334
	Iteration 26Q: 3 clusters Score -1126889 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 5314 members 
Entering Unmasked Estep 
Score: -1126927.750000 Penalty: 2982.017334
	Iteration 27Q: 3 clusters Score -1126928 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 5385 members 
Entering Unmasked Estep 
Score: -1126961.250000 Penalty: 2982.017334
	Iteration 28Q: 3 clusters Score -1126961 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 5452 members 
Entering Unmasked Estep 
Score: -1126985.000000 Penalty: 2982.017334
	Iteration 29Q: 3 clusters Score -1126985 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 5520 members 
Entering Unmasked Estep 
Score: -1127012.625000 Penalty: 2982.017334
	Iteration 30Q: 3 clusters Score -1127013 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 5584 members 
Entering Unmasked Estep 
Score: -1127029.875000 Penalty: 2982.017334
	Iteration 31Q: 3 clusters Score -1127030 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 5656 members 
Entering Unmasked Estep 
Score: -1127056.125000 Penalty: 2982.017334
	Iteration 32Q: 3 clusters Score -1127056 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 5745 members 
Entering Unmasked Estep 
Score: -1127091.125000 Penalty: 2982.017334
	Iteration 33Q: 3 clusters Score -1127091 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 5840 members 
Entering Unmasked Estep 
Score: -1127128.125000 Penalty: 2982.017334
	Iteration 34Q: 3 clusters Score -1127128 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 5948 members 
Entering Unmasked Estep 
Score: -1127164.625000 Penalty: 2982.017334
	Iteration 35Q: 3 clusters Score -1127165 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 6043 members 
Entering Unmasked Estep 
Score: -1127194.625000 Penalty: 2982.017334
	Iteration 36Q: 3 clusters Score -1127195 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 6122 members 
Entering Unmasked Estep 
Score: -1127212.125000 Penalty: 2982.017334
	Iteration 37Q: 3 clusters Score -1127212 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 6193 members 
Entering Unmasked Estep 
Score: -1127232.250000 Penalty: 2982.017334
	Iteration 38Q: 3 clusters Score -1127232 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 6273 members 
Entering Unmasked Estep 
Score: -1127251.625000 Penalty: 2982.017334
	Iteration 39Q: 3 clusters Score -1127252 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 6342 members 
Entering Unmasked Estep 
Score: -1127272.125000 Penalty: 2982.017334
	Iteration 40F: 3 clusters Score -1127272 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 6423 members 
Entering Unmasked Estep 
Score: -1127298.000000 Penalty: 2982.017334
	Iteration 41Q: 3 clusters Score -1127298 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 6507 members 
Entering Unmasked Estep 
Score: -1127321.625000 Penalty: 2982.017334
	Iteration 42Q: 3 clusters Score -1127322 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 6584 members 
Entering Unmasked Estep 
Score: -1127347.750000 Penalty: 2982.017334
	Iteration 43Q: 3 clusters Score -1127348 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 6648 members 
Entering Unmasked Estep 
Score: -1127363.375000 Penalty: 2982.017334
	Iteration 44Q: 3 clusters Score -1127363 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 6711 members 
Entering Unmasked Estep 
Score: -1127384.625000 Penalty: 2982.017334
	Iteration 45Q: 3 clusters Score -1127385 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 6792 members 
Entering Unmasked Estep 
Score: -1127412.500000 Penalty: 2982.017334
	Iteration 46Q: 3 clusters Score -1127412 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 6868 members 
Entering Unmasked Estep 
Score: -1127437.500000 Penalty: 2982.017334
	Iteration 47Q: 3 clusters Score -1127438 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 6948 members 
Entering Unmasked Estep 
Score: -1127469.125000 Penalty: 2982.017334
	Iteration 48Q: 3 clusters Score -1127469 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 7040 members 
Entering Unmasked Estep 
Score: -1127503.000000 Penalty: 2982.017334
	Iteration 49Q: 3 clusters Score -1127503 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 7126 members 
Entering Unmasked Estep 
Score: -1127530.750000 Penalty: 2982.017334
	Iteration 50Q: 3 clusters Score -1127531 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 7212 members 
Entering Unmasked Estep 
Score: -1127561.000000 Penalty: 2982.017334
	Iteration 51Q: 3 clusters Score -1127561 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 7300 members 
Entering Unmasked Estep 
Score: -1127595.500000 Penalty: 2982.017334
	Iteration 52Q: 3 clusters Score -1127596 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 7372 members 
Entering Unmasked Estep 
Score: -1127621.500000 Penalty: 2982.017334
	Iteration 53Q: 3 clusters Score -1127622 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 7448 members 
Entering Unmasked Estep 
Score: -1127654.000000 Penalty: 2982.017334
	Iteration 54Q: 3 clusters Score -1127654 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 7531 members 
Entering Unmasked Estep 
Score: -1127685.500000 Penalty: 2982.017334
	Iteration 55Q: 3 clusters Score -1127686 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 7608 members 
Entering Unmasked Estep 
Score: -1127715.625000 Penalty: 2982.017334
	Iteration 56Q: 3 clusters Score -1127716 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 7683 members 
Entering Unmasked Estep 
Score: -1127747.750000 Penalty: 2982.017334
	Iteration 57Q: 3 clusters Score -1127748 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 7763 members 
Entering Unmasked Estep 
Score: -1127788.125000 Penalty: 2982.017334
	Iteration 58Q: 3 clusters Score -1127788 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 7848 members 
Entering Unmasked Estep 
Score: -1127824.625000 Penalty: 2982.017334
	Iteration 59Q: 3 clusters Score -1127825 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 7925 members 
Entering Unmasked Estep 
Score: -1127859.625000 Penalty: 2982.017334
	Iteration 60F: 3 clusters Score -1127860 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 7980 members 
Entering Unmasked Estep 
Score: -1127880.750000 Penalty: 2982.017334
	Iteration 61Q: 3 clusters Score -1127881 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 8030 members 
Entering Unmasked Estep 
Score: -1127924.375000 Penalty: 2982.017334
	Iteration 62Q: 3 clusters Score -1127924 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 8078 members 
Entering Unmasked Estep 
Score: -1127947.750000 Penalty: 2982.017334
	Iteration 63Q: 3 clusters Score -1127948 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 8135 members 
Entering Unmasked Estep 
Score: -1127975.750000 Penalty: 2982.017334
	Iteration 64Q: 3 clusters Score -1127976 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 8180 members 
Entering Unmasked Estep 
Score: -1127988.875000 Penalty: 2982.017334
	Iteration 65Q: 3 clusters Score -1127989 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 8212 members 
Entering Unmasked Estep 
Score: -1128003.500000 Penalty: 2982.017334
	Iteration 66Q: 3 clusters Score -1128004 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 8248 members 
Entering Unmasked Estep 
Score: -1128014.625000 Penalty: 2982.017334
	Iteration 67Q: 3 clusters Score -1128015 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 8285 members 
Entering Unmasked Estep 
Score: -1128030.625000 Penalty: 2982.017334
	Iteration 68Q: 3 clusters Score -1128031 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 8314 members 
Entering Unmasked Estep 
Score: -1128044.375000 Penalty: 2982.017334
	Iteration 69Q: 3 clusters Score -1128044 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 8345 members 
Entering Unmasked Estep 
Score: -1128059.750000 Penalty: 2982.017334
	Iteration 70Q: 3 clusters Score -1128060 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 8371 members 
Entering Unmasked Estep 
Score: -1128068.500000 Penalty: 2982.017334
	Iteration 71Q: 3 clusters Score -1128068 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 8394 members 
Entering Unmasked Estep 
Score: -1128076.375000 Penalty: 2982.017334
	Iteration 72Q: 3 clusters Score -1128076 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 8416 members 
Entering Unmasked Estep 
Score: -1128079.125000 Penalty: 2982.017334
	Iteration 73Q: 3 clusters Score -1128079 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 8432 members 
Entering Unmasked Estep 
Score: -1128084.500000 Penalty: 2982.017334
	Iteration 74Q: 3 clusters Score -1128084 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 8440 members 
Entering Unmasked Estep 
Score: -1128087.750000 Penalty: 2982.017334
	Iteration 75Q: 3 clusters Score -1128088 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 8452 members 
Entering Unmasked Estep 
Score: -1128096.125000 Penalty: 2982.017334
	Iteration 76Q: 3 clusters Score -1128096 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 8471 members 
Entering Unmasked Estep 
Score: -1128108.000000 Penalty: 2982.017334
	Iteration 77Q: 3 clusters Score -1128108 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 8489 members 
Entering Unmasked Estep 
Score: -1128118.875000 Penalty: 2982.017334
	Iteration 78Q: 3 clusters Score -1128119 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 8513 members 
Entering Unmasked Estep 
Score: -1128133.250000 Penalty: 2982.017334
	Iteration 79Q: 3 clusters Score -1128133 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 8534 members 
Entering Unmasked Estep 
Score: -1128146.875000 Penalty: 2982.017334
	Iteration 80F: 3 clusters Score -1128147 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 8561 members 
Entering Unmasked Estep 
Score: -1128158.500000 Penalty: 2982.017334
	Iteration 81Q: 3 clusters Score -1128158 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 8575 members 
Entering Unmasked Estep 
Score: -1128163.750000 Penalty: 2982.017334
	Iteration 82Q: 3 clusters Score -1128164 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 8591 members 
Entering Unmasked Estep 
Score: -1128168.250000 Penalty: 2982.017334
	Iteration 83Q: 3 clusters Score -1128168 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 8599 members 
Entering Unmasked Estep 
Score: -1128172.375000 Penalty: 2982.017334
	Iteration 84Q: 3 clusters Score -1128172 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 8612 members 
Entering Unmasked Estep 
Score: -1128177.000000 Penalty: 2982.017334
	Iteration 85Q: 3 clusters Score -1128177 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 8623 members 
Entering Unmasked Estep 
Score: -1128181.000000 Penalty: 2982.017334
	Iteration 86Q: 3 clusters Score -1128181 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 8639 members 
Entering Unmasked Estep 
Score: -1128189.125000 Penalty: 2982.017334
	Iteration 87Q: 3 clusters Score -1128189 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 8654 members 
Entering Unmasked Estep 
Score: -1128195.125000 Penalty: 2982.017334
	Iteration 88Q: 3 clusters Score -1128195 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 8667 members 
Entering Unmasked Estep 
Score: -1128202.500000 Penalty: 2982.017334
	Iteration 89Q: 3 clusters Score -1128202 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 8680 members 
Entering Unmasked Estep 
Score: -1128207.375000 Penalty: 2982.017334
	Iteration 90Q: 3 clusters Score -1128207 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 8693 members 
Entering Unmasked Estep 
Score: -1128213.125000 Penalty: 2982.017334
	Iteration 91Q: 3 clusters Score -1128213 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 8704 members 
Entering Unmasked Estep 
Score: -1128216.375000 Penalty: 2982.017334
	Iteration 92Q: 3 clusters Score -1128216 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 8710 members 
Entering Unmasked Estep 
Score: -1128221.500000 Penalty: 2982.017334
	Iteration 93Q: 3 clusters Score -1128222 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 8717 members 
Entering Unmasked Estep 
Score: -1128225.125000 Penalty: 2982.017334
	Iteration 94Q: 3 clusters Score -1128225 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 8724 members 
Entering Unmasked Estep 
Score: -1128227.750000 Penalty: 2982.017334
	Iteration 95Q: 3 clusters Score -1128228 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 8729 members 
Entering Unmasked Estep 
Score: -1128230.500000 Penalty: 2982.017334
	Iteration 96Q: 3 clusters Score -1128230 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 8733 members 
Entering Unmasked Estep 
Score: -1128231.750000 Penalty: 2982.017334
	Iteration 97Q: 3 clusters Score -1128232 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 8738 members 
Entering Unmasked Estep 
Score: -1128230.625000 Penalty: 2982.017334
	Iteration 98Q: 3 clusters Score -1128231 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 8740 members 
Entering Unmasked Estep 
Score: -1128232.375000 Penalty: 2982.017334
	Iteration 99Q: 3 clusters Score -1128232 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 8741 members 
Entering Unmasked Estep 
Score: -1128232.250000 Penalty: 2982.017334
	Iteration 100F: 3 clusters Score -1128232 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 8742 members 
Entering Unmasked Estep 
Score: -1128232.875000 Penalty: 2982.017334
	Iteration 101Q: 3 clusters Score -1128233 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 8744 members 
Entering Unmasked Estep 
Score: -1128232.750000 Penalty: 2982.017334
	Iteration 102Q: 3 clusters Score -1128233 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 8744 members 
Entering Unmasked Estep 
Score: -1128233.500000 Penalty: 2982.017334
	Iteration 103Q: 3 clusters Score -1128234 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 8744 members 
Entering Unmasked Estep 
Score: -1128233.500000 Penalty: 2982.017334
	Iteration 104F: 3 clusters Score -1128234 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (7074 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7074 members 
Entering Unmasked Estep 
Score: -821610.875000 Penalty: 1440.429443
	Iteration 0F: 2 clusters Score -821610.9 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 3536 members 
Entering Unmasked Estep 
Score: -816291.625000 Penalty: 2880.858887
	Iteration 0F: 3 clusters Score -816291.6 nChanged 2974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -818125.187500 Penalty: 2880.858887
	Iteration 1F: 3 clusters Score -818125.2 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -818457.625000 Penalty: 2880.858887
	Iteration 2F: 3 clusters Score -818457.6 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -818724.187500 Penalty: 2880.858887
	Iteration 3F: 3 clusters Score -818724.2 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -818938.312500 Penalty: 2880.858887
	Iteration 4F: 3 clusters Score -818938.3 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -819144.625000 Penalty: 2880.858887
	Iteration 5Q: 3 clusters Score -819144.6 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -819338.312500 Penalty: 2880.858887
	Iteration 6Q: 3 clusters Score -819338.3 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -819526.000000 Penalty: 2880.858887
	Iteration 7Q: 3 clusters Score -819526 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -819699.125000 Penalty: 2880.858887
	Iteration 8Q: 3 clusters Score -819699.1 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -819839.625000 Penalty: 2880.858887
	Iteration 9Q: 3 clusters Score -819839.6 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -819947.375000 Penalty: 2880.858887
	Iteration 10Q: 3 clusters Score -819947.4 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -820029.437500 Penalty: 2880.858887
	Iteration 11Q: 3 clusters Score -820029.4 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -820108.812500 Penalty: 2880.858887
	Iteration 12Q: 3 clusters Score -820108.8 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -820167.812500 Penalty: 2880.858887
	Iteration 13Q: 3 clusters Score -820167.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -820202.250000 Penalty: 2880.858887
	Iteration 14Q: 3 clusters Score -820202.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -820227.750000 Penalty: 2880.858887
	Iteration 15Q: 3 clusters Score -820227.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -820251.500000 Penalty: 2880.858887
	Iteration 16Q: 3 clusters Score -820251.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -820267.437500 Penalty: 2880.858887
	Iteration 17Q: 3 clusters Score -820267.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -820286.250000 Penalty: 2880.858887
	Iteration 18Q: 3 clusters Score -820286.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
Score: -820307.000000 Penalty: 2880.858887
	Iteration 19Q: 3 clusters Score -820307 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
Score: -820317.687500 Penalty: 2880.858887
	Iteration 20F: 3 clusters Score -820317.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 5239 members 
Entering Unmasked Estep 
Score: -820333.625000 Penalty: 2880.858887
	Iteration 21Q: 3 clusters Score -820333.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -820348.500000 Penalty: 2880.858887
	Iteration 22Q: 3 clusters Score -820348.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 5317 members 
Entering Unmasked Estep 
Score: -820363.187500 Penalty: 2880.858887
	Iteration 23Q: 3 clusters Score -820363.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -820375.687500 Penalty: 2880.858887
	Iteration 24Q: 3 clusters Score -820375.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 5379 members 
Entering Unmasked Estep 
Score: -820380.437500 Penalty: 2880.858887
	Iteration 25Q: 3 clusters Score -820380.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 5399 members 
Entering Unmasked Estep 
Score: -820385.812500 Penalty: 2880.858887
	Iteration 26Q: 3 clusters Score -820385.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 5425 members 
Entering Unmasked Estep 
Score: -820393.000000 Penalty: 2880.858887
	Iteration 27Q: 3 clusters Score -820393 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 5441 members 
Entering Unmasked Estep 
Score: -820398.062500 Penalty: 2880.858887
	Iteration 28Q: 3 clusters Score -820398.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 5461 members 
Entering Unmasked Estep 
Score: -820403.187500 Penalty: 2880.858887
	Iteration 29Q: 3 clusters Score -820403.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 5485 members 
Entering Unmasked Estep 
Score: -820411.375000 Penalty: 2880.858887
	Iteration 30Q: 3 clusters Score -820411.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 5501 members 
Entering Unmasked Estep 
Score: -820415.000000 Penalty: 2880.858887
	Iteration 31Q: 3 clusters Score -820415 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -820416.812500 Penalty: 2880.858887
	Iteration 32Q: 3 clusters Score -820416.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 5523 members 
Entering Unmasked Estep 
Score: -820420.937500 Penalty: 2880.858887
	Iteration 33Q: 3 clusters Score -820420.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 5539 members 
Entering Unmasked Estep 
Score: -820426.375000 Penalty: 2880.858887
	Iteration 34Q: 3 clusters Score -820426.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 5558 members 
Entering Unmasked Estep 
Score: -820434.500000 Penalty: 2880.858887
	Iteration 35Q: 3 clusters Score -820434.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 5574 members 
Entering Unmasked Estep 
Score: -820438.812500 Penalty: 2880.858887
	Iteration 36Q: 3 clusters Score -820438.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 5588 members 
Entering Unmasked Estep 
Score: -820441.125000 Penalty: 2880.858887
	Iteration 37Q: 3 clusters Score -820441.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 5604 members 
Entering Unmasked Estep 
Score: -820447.437500 Penalty: 2880.858887
	Iteration 38Q: 3 clusters Score -820447.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 5614 members 
Entering Unmasked Estep 
Score: -820448.625000 Penalty: 2880.858887
	Iteration 39Q: 3 clusters Score -820448.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 5628 members 
Entering Unmasked Estep 
Score: -820451.000000 Penalty: 2880.858887
	Iteration 40F: 3 clusters Score -820451 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 5639 members 
Entering Unmasked Estep 
Score: -820454.437500 Penalty: 2880.858887
	Iteration 41Q: 3 clusters Score -820454.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 5652 members 
Entering Unmasked Estep 
Score: -820456.187500 Penalty: 2880.858887
	Iteration 42Q: 3 clusters Score -820456.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 5661 members 
Entering Unmasked Estep 
Score: -820460.687500 Penalty: 2880.858887
	Iteration 43Q: 3 clusters Score -820460.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 5671 members 
Entering Unmasked Estep 
Score: -820462.187500 Penalty: 2880.858887
	Iteration 44Q: 3 clusters Score -820462.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 5679 members 
Entering Unmasked Estep 
Score: -820462.562500 Penalty: 2880.858887
	Iteration 45Q: 3 clusters Score -820462.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 5682 members 
Entering Unmasked Estep 
Score: -820463.750000 Penalty: 2880.858887
	Iteration 46Q: 3 clusters Score -820463.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 5683 members 
Entering Unmasked Estep 
Score: -820463.937500 Penalty: 2880.858887
	Iteration 47Q: 3 clusters Score -820463.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 5683 members 
Entering Unmasked Estep 
Score: -820463.937500 Penalty: 2880.858887
	Iteration 48F: 3 clusters Score -820463.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (27574 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27574 members 
Entering Unmasked Estep 
Score: -3482151.500000 Penalty: 1661.502075
	Iteration 0F: 2 clusters Score -3482152 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13769 members 
Mstep: Class 2 contains 13805 members 
Entering Unmasked Estep 
Score: -3463671.000000 Penalty: 3323.004150
	Iteration 0F: 3 clusters Score -3463671 nChanged 12588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13445 members 
Mstep: Class 2 contains 14129 members 
Entering Unmasked Estep 
Score: -3470965.750000 Penalty: 3323.004150
	Iteration 1F: 3 clusters Score -3470966 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13206 members 
Mstep: Class 2 contains 14368 members 
Entering Unmasked Estep 
Score: -3471776.500000 Penalty: 3323.004150
	Iteration 2F: 3 clusters Score -3471776 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12900 members 
Mstep: Class 2 contains 14674 members 
Entering Unmasked Estep 
Score: -3472774.500000 Penalty: 3323.004150
	Iteration 3F: 3 clusters Score -3472774 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12580 members 
Mstep: Class 2 contains 14994 members 
Entering Unmasked Estep 
Score: -3474035.000000 Penalty: 3323.004150
	Iteration 4F: 3 clusters Score -3474035 nChanged 1929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12235 members 
Mstep: Class 2 contains 15339 members 
Entering Unmasked Estep 
Score: -3475567.500000 Penalty: 3323.004150
	Iteration 5F: 3 clusters Score -3475568 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11929 members 
Mstep: Class 2 contains 15645 members 
Entering Unmasked Estep 
Score: -3477113.000000 Penalty: 3323.004150
	Iteration 6F: 3 clusters Score -3477113 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11679 members 
Mstep: Class 2 contains 15895 members 
Entering Unmasked Estep 
Score: -3478223.750000 Penalty: 3323.004150
	Iteration 7F: 3 clusters Score -3478224 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11517 members 
Mstep: Class 2 contains 16057 members 
Entering Unmasked Estep 
Score: -3478798.250000 Penalty: 3323.004150
	Iteration 8Q: 3 clusters Score -3478798 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11388 members 
Mstep: Class 2 contains 16186 members 
Entering Unmasked Estep 
Score: -3479021.750000 Penalty: 3323.004150
	Iteration 9Q: 3 clusters Score -3479022 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11271 members 
Mstep: Class 2 contains 16303 members 
Entering Unmasked Estep 
Score: -3479144.250000 Penalty: 3323.004150
	Iteration 10Q: 3 clusters Score -3479144 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11190 members 
Mstep: Class 2 contains 16384 members 
Entering Unmasked Estep 
Score: -3479226.250000 Penalty: 3323.004150
	Iteration 11Q: 3 clusters Score -3479226 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11122 members 
Mstep: Class 2 contains 16452 members 
Entering Unmasked Estep 
Score: -3479247.750000 Penalty: 3323.004150
	Iteration 12Q: 3 clusters Score -3479248 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11070 members 
Mstep: Class 2 contains 16504 members 
Entering Unmasked Estep 
Score: -3479281.750000 Penalty: 3323.004150
	Iteration 13Q: 3 clusters Score -3479282 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11016 members 
Mstep: Class 2 contains 16558 members 
Entering Unmasked Estep 
Score: -3479293.500000 Penalty: 3323.004150
	Iteration 14Q: 3 clusters Score -3479294 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10960 members 
Mstep: Class 2 contains 16614 members 
Entering Unmasked Estep 
Score: -3479302.500000 Penalty: 3323.004150
	Iteration 15Q: 3 clusters Score -3479302 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10912 members 
Mstep: Class 2 contains 16662 members 
Entering Unmasked Estep 
Score: -3479317.750000 Penalty: 3323.004150
	Iteration 16Q: 3 clusters Score -3479318 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10877 members 
Mstep: Class 2 contains 16697 members 
Entering Unmasked Estep 
Score: -3479319.500000 Penalty: 3323.004150
	Iteration 17Q: 3 clusters Score -3479320 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10849 members 
Mstep: Class 2 contains 16725 members 
Entering Unmasked Estep 
Score: -3479323.500000 Penalty: 3323.004150
	Iteration 18Q: 3 clusters Score -3479324 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10814 members 
Mstep: Class 2 contains 16760 members 
Entering Unmasked Estep 
Score: -3479325.000000 Penalty: 3323.004150
	Iteration 19Q: 3 clusters Score -3479325 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10774 members 
Mstep: Class 2 contains 16800 members 
Entering Unmasked Estep 
Score: -3479332.250000 Penalty: 3323.004150
	Iteration 20F: 3 clusters Score -3479332 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10752 members 
Mstep: Class 2 contains 16822 members 
Entering Unmasked Estep 
Score: -3479341.500000 Penalty: 3323.004150
	Iteration 21Q: 3 clusters Score -3479342 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10746 members 
Mstep: Class 2 contains 16828 members 
Entering Unmasked Estep 
Score: -3479343.000000 Penalty: 3323.004150
	Iteration 22Q: 3 clusters Score -3479343 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10732 members 
Mstep: Class 2 contains 16842 members 
Entering Unmasked Estep 
Score: -3479347.750000 Penalty: 3323.004150
	Iteration 23Q: 3 clusters Score -3479348 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10725 members 
Mstep: Class 2 contains 16849 members 
Entering Unmasked Estep 
Score: -3479348.750000 Penalty: 3323.004150
	Iteration 24Q: 3 clusters Score -3479349 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10721 members 
Mstep: Class 2 contains 16853 members 
Entering Unmasked Estep 
Score: -3479347.500000 Penalty: 3323.004150
	Iteration 25Q: 3 clusters Score -3479348 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10719 members 
Mstep: Class 2 contains 16855 members 
Entering Unmasked Estep 
Score: -3479348.250000 Penalty: 3323.004150
	Iteration 26Q: 3 clusters Score -3479348 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10718 members 
Mstep: Class 2 contains 16856 members 
Entering Unmasked Estep 
Score: -3479353.500000 Penalty: 3323.004150
	Iteration 27Q: 3 clusters Score -3479354 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10717 members 
Mstep: Class 2 contains 16857 members 
Entering Unmasked Estep 
Score: -3479352.250000 Penalty: 3323.004150
	Iteration 28Q: 3 clusters Score -3479352 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10717 members 
Mstep: Class 2 contains 16857 members 
Entering Unmasked Estep 
Score: -3479348.000000 Penalty: 3323.004150
	Iteration 29Q: 3 clusters Score -3479348 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10724 members 
Mstep: Class 2 contains 16850 members 
Entering Unmasked Estep 
Score: -3479352.500000 Penalty: 3323.004150
	Iteration 30Q: 3 clusters Score -3479352 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10725 members 
Mstep: Class 2 contains 16849 members 
Entering Unmasked Estep 
Score: -3479350.750000 Penalty: 3323.004150
	Iteration 31Q: 3 clusters Score -3479351 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10723 members 
Mstep: Class 2 contains 16851 members 
Entering Unmasked Estep 
Score: -3479352.250000 Penalty: 3323.004150
	Iteration 32Q: 3 clusters Score -3479352 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10724 members 
Mstep: Class 2 contains 16850 members 
Entering Unmasked Estep 
Score: -3479348.500000 Penalty: 3323.004150
	Iteration 33Q: 3 clusters Score -3479348 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10724 members 
Mstep: Class 2 contains 16850 members 
Entering Unmasked Estep 
Score: -3479345.500000 Penalty: 3323.004150
	Iteration 34Q: 3 clusters Score -3479346 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10725 members 
Mstep: Class 2 contains 16849 members 
Entering Unmasked Estep 
Score: -3479345.750000 Penalty: 3323.004150
	Iteration 35Q: 3 clusters Score -3479346 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10724 members 
Mstep: Class 2 contains 16850 members 
Entering Unmasked Estep 
Score: -3479349.250000 Penalty: 3323.004150
	Iteration 36Q: 3 clusters Score -3479349 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10720 members 
Mstep: Class 2 contains 16854 members 
Entering Unmasked Estep 
Score: -3479352.750000 Penalty: 3323.004150
	Iteration 37Q: 3 clusters Score -3479353 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10719 members 
Mstep: Class 2 contains 16855 members 
Entering Unmasked Estep 
Score: -3479344.000000 Penalty: 3323.004150
	Iteration 38Q: 3 clusters Score -3479344 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10711 members 
Mstep: Class 2 contains 16863 members 
Entering Unmasked Estep 
Score: -3479348.250000 Penalty: 3323.004150
	Iteration 39Q: 3 clusters Score -3479348 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10704 members 
Mstep: Class 2 contains 16870 members 
Entering Unmasked Estep 
Score: -3479350.000000 Penalty: 3323.004150
	Iteration 40F: 3 clusters Score -3479350 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10701 members 
Mstep: Class 2 contains 16873 members 
Entering Unmasked Estep 
Score: -3479356.250000 Penalty: 3323.004150
	Iteration 41Q: 3 clusters Score -3479356 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10699 members 
Mstep: Class 2 contains 16875 members 
Entering Unmasked Estep 
Score: -3479357.250000 Penalty: 3323.004150
	Iteration 42Q: 3 clusters Score -3479357 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10697 members 
Mstep: Class 2 contains 16877 members 
Entering Unmasked Estep 
Score: -3479359.750000 Penalty: 3323.004150
	Iteration 43Q: 3 clusters Score -3479360 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10695 members 
Mstep: Class 2 contains 16879 members 
Entering Unmasked Estep 
Score: -3479359.250000 Penalty: 3323.004150
	Iteration 44Q: 3 clusters Score -3479359 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10690 members 
Mstep: Class 2 contains 16884 members 
Entering Unmasked Estep 
Score: -3479358.000000 Penalty: 3323.004150
	Iteration 45Q: 3 clusters Score -3479358 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10687 members 
Mstep: Class 2 contains 16887 members 
Entering Unmasked Estep 
Score: -3479358.000000 Penalty: 3323.004150
	Iteration 46Q: 3 clusters Score -3479358 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10686 members 
Mstep: Class 2 contains 16888 members 
Entering Unmasked Estep 
Score: -3479358.000000 Penalty: 3323.004150
	Iteration 47Q: 3 clusters Score -3479358 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10683 members 
Mstep: Class 2 contains 16891 members 
Entering Unmasked Estep 
Score: -3479358.500000 Penalty: 3323.004150
	Iteration 48Q: 3 clusters Score -3479358 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10681 members 
Mstep: Class 2 contains 16893 members 
Entering Unmasked Estep 
Score: -3479359.500000 Penalty: 3323.004150
	Iteration 49Q: 3 clusters Score -3479360 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10680 members 
Mstep: Class 2 contains 16894 members 
Entering Unmasked Estep 
Score: -3479357.000000 Penalty: 3323.004150
	Iteration 50Q: 3 clusters Score -3479357 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10681 members 
Mstep: Class 2 contains 16893 members 
Entering Unmasked Estep 
Score: -3479361.000000 Penalty: 3323.004150
	Iteration 51Q: 3 clusters Score -3479361 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10681 members 
Mstep: Class 2 contains 16893 members 
Entering Unmasked Estep 
Score: -3479361.000000 Penalty: 3323.004150
	Iteration 52Q: 3 clusters Score -3479361 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10679 members 
Mstep: Class 2 contains 16895 members 
Entering Unmasked Estep 
Score: -3479357.000000 Penalty: 3323.004150
	Iteration 53Q: 3 clusters Score -3479357 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10678 members 
Mstep: Class 2 contains 16896 members 
Entering Unmasked Estep 
Score: -3479354.500000 Penalty: 3323.004150
	Iteration 54Q: 3 clusters Score -3479354 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10678 members 
Mstep: Class 2 contains 16896 members 
Entering Unmasked Estep 
Score: -3479354.500000 Penalty: 3323.004150
	Iteration 55F: 3 clusters Score -3479354 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (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: -559663.875000 Penalty: 1359.686279
	Iteration 0F: 2 clusters Score -559663.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -556100.750000 Penalty: 2719.372559
	Iteration 0F: 3 clusters Score -556100.8 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -556957.875000 Penalty: 2719.372559
	Iteration 1F: 3 clusters Score -556957.9 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -557116.125000 Penalty: 2719.372559
	Iteration 2F: 3 clusters Score -557116.1 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -557230.500000 Penalty: 2719.372559
	Iteration 3F: 3 clusters Score -557230.5 nChanged 166
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: -557299.812500 Penalty: 2719.372559
	Iteration 4Q: 3 clusters Score -557299.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -557347.937500 Penalty: 2719.372559
	Iteration 5Q: 3 clusters Score -557347.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -557403.312500 Penalty: 2719.372559
	Iteration 6Q: 3 clusters Score -557403.3 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -557456.500000 Penalty: 2719.372559
	Iteration 7Q: 3 clusters Score -557456.5 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -557510.812500 Penalty: 2719.372559
	Iteration 8Q: 3 clusters Score -557510.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -557564.875000 Penalty: 2719.372559
	Iteration 9Q: 3 clusters Score -557564.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -557618.125000 Penalty: 2719.372559
	Iteration 10Q: 3 clusters Score -557618.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -557676.500000 Penalty: 2719.372559
	Iteration 11Q: 3 clusters Score -557676.5 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -557741.125000 Penalty: 2719.372559
	Iteration 12Q: 3 clusters Score -557741.1 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -557811.250000 Penalty: 2719.372559
	Iteration 13Q: 3 clusters Score -557811.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -557883.437500 Penalty: 2719.372559
	Iteration 14Q: 3 clusters Score -557883.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -557967.312500 Penalty: 2719.372559
	Iteration 15Q: 3 clusters Score -557967.3 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -558045.875000 Penalty: 2719.372559
	Iteration 16Q: 3 clusters Score -558045.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -558133.812500 Penalty: 2719.372559
	Iteration 17Q: 3 clusters Score -558133.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -558230.062500 Penalty: 2719.372559
	Iteration 18Q: 3 clusters Score -558230.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -558312.437500 Penalty: 2719.372559
	Iteration 19Q: 3 clusters Score -558312.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -558382.375000 Penalty: 2719.372559
	Iteration 20F: 3 clusters Score -558382.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -558419.312500 Penalty: 2719.372559
	Iteration 21Q: 3 clusters Score -558419.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -558447.500000 Penalty: 2719.372559
	Iteration 22Q: 3 clusters Score -558447.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -558462.687500 Penalty: 2719.372559
	Iteration 23Q: 3 clusters Score -558462.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -558473.187500 Penalty: 2719.372559
	Iteration 24Q: 3 clusters Score -558473.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -558479.000000 Penalty: 2719.372559
	Iteration 25Q: 3 clusters Score -558479 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -558482.562500 Penalty: 2719.372559
	Iteration 26Q: 3 clusters Score -558482.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -558487.125000 Penalty: 2719.372559
	Iteration 27Q: 3 clusters Score -558487.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -558490.750000 Penalty: 2719.372559
	Iteration 28Q: 3 clusters Score -558490.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -558490.500000 Penalty: 2719.372559
	Iteration 29Q: 3 clusters Score -558490.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -558492.562500 Penalty: 2719.372559
	Iteration 30Q: 3 clusters Score -558492.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -558494.062500 Penalty: 2719.372559
	Iteration 31Q: 3 clusters Score -558494.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -558497.312500 Penalty: 2719.372559
	Iteration 32Q: 3 clusters Score -558497.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -558500.437500 Penalty: 2719.372559
	Iteration 33Q: 3 clusters Score -558500.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -558501.750000 Penalty: 2719.372559
	Iteration 34Q: 3 clusters Score -558501.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -558502.375000 Penalty: 2719.372559
	Iteration 35Q: 3 clusters Score -558502.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -558503.062500 Penalty: 2719.372559
	Iteration 36Q: 3 clusters Score -558503.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -558503.500000 Penalty: 2719.372559
	Iteration 37Q: 3 clusters Score -558503.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -558504.625000 Penalty: 2719.372559
	Iteration 38Q: 3 clusters Score -558504.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -558504.625000 Penalty: 2719.372559
	Iteration 39F: 3 clusters Score -558504.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (21712 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21712 members 
Entering Unmasked Estep 
Score: -2757481.250000 Penalty: 1622.663330
	Iteration 0F: 2 clusters Score -2757481 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10738 members 
Mstep: Class 2 contains 10974 members 
Entering Unmasked Estep 
Score: -2742731.000000 Penalty: 3245.326660
	Iteration 0F: 3 clusters Score -2742731 nChanged 9873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10277 members 
Mstep: Class 2 contains 11435 members 
Entering Unmasked Estep 
Score: -2748096.250000 Penalty: 3245.326660
	Iteration 1F: 3 clusters Score -2748096 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10097 members 
Mstep: Class 2 contains 11615 members 
Entering Unmasked Estep 
Score: -2748509.250000 Penalty: 3245.326660
	Iteration 2F: 3 clusters Score -2748509 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9825 members 
Mstep: Class 2 contains 11887 members 
Entering Unmasked Estep 
Score: -2748920.750000 Penalty: 3245.326660
	Iteration 3Q: 3 clusters Score -2748921 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9426 members 
Mstep: Class 2 contains 12286 members 
Entering Unmasked Estep 
Score: -2749308.500000 Penalty: 3245.326660
	Iteration 4Q: 3 clusters Score -2749308 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8901 members 
Mstep: Class 2 contains 12811 members 
Entering Unmasked Estep 
Score: -2749740.750000 Penalty: 3245.326660
	Iteration 5Q: 3 clusters Score -2749741 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8302 members 
Mstep: Class 2 contains 13410 members 
Entering Unmasked Estep 
Score: -2750185.250000 Penalty: 3245.326660
	Iteration 6Q: 3 clusters Score -2750185 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7510 members 
Mstep: Class 2 contains 14202 members 
Entering Unmasked Estep 
Score: -2750762.000000 Penalty: 3245.326660
	Iteration 7Q: 3 clusters Score -2750762 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6576 members 
Mstep: Class 2 contains 15136 members 
Entering Unmasked Estep 
Score: -2751489.500000 Penalty: 3245.326660
	Iteration 8Q: 3 clusters Score -2751490 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 16152 members 
Entering Unmasked Estep 
Score: -2752301.500000 Penalty: 3245.326660
	Iteration 9F: 3 clusters Score -2752302 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 17249 members 
Entering Unmasked Estep 
Score: -2753175.750000 Penalty: 3245.326660
	Iteration 10F: 3 clusters Score -2753176 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 18256 members 
Entering Unmasked Estep 
Score: -2753960.750000 Penalty: 3245.326660
	Iteration 11Q: 3 clusters Score -2753961 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 19123 members 
Entering Unmasked Estep 
Score: -2754619.500000 Penalty: 3245.326660
	Iteration 12Q: 3 clusters Score -2754620 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 19835 members 
Entering Unmasked Estep 
Score: -2755144.750000 Penalty: 3245.326660
	Iteration 13Q: 3 clusters Score -2755145 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 20291 members 
Entering Unmasked Estep 
Score: -2755479.500000 Penalty: 3245.326660
	Iteration 14Q: 3 clusters Score -2755480 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 20581 members 
Entering Unmasked Estep 
Score: -2755689.000000 Penalty: 3245.326660
	Iteration 15Q: 3 clusters Score -2755689 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 20781 members 
Entering Unmasked Estep 
Score: -2755817.250000 Penalty: 3245.326660
	Iteration 16Q: 3 clusters Score -2755817 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 20913 members 
Entering Unmasked Estep 
Score: -2755905.750000 Penalty: 3245.326660
	Iteration 17Q: 3 clusters Score -2755906 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 21001 members 
Entering Unmasked Estep 
Score: -2755958.750000 Penalty: 3245.326660
	Iteration 18Q: 3 clusters Score -2755959 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 21057 members 
Entering Unmasked Estep 
Score: -2756004.500000 Penalty: 3245.326660
	Iteration 19Q: 3 clusters Score -2756004 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 21102 members 
Entering Unmasked Estep 
Score: -2756032.750000 Penalty: 3245.326660
	Iteration 20F: 3 clusters Score -2756033 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 21125 members 
Entering Unmasked Estep 
Score: -2756049.750000 Penalty: 3245.326660
	Iteration 21Q: 3 clusters Score -2756050 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 21149 members 
Entering Unmasked Estep 
Score: -2756068.750000 Penalty: 3245.326660
	Iteration 22Q: 3 clusters Score -2756069 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 21173 members 
Entering Unmasked Estep 
Score: -2756079.250000 Penalty: 3245.326660
	Iteration 23Q: 3 clusters Score -2756079 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 21188 members 
Entering Unmasked Estep 
Score: -2756091.250000 Penalty: 3245.326660
	Iteration 24Q: 3 clusters Score -2756091 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 21203 members 
Entering Unmasked Estep 
Score: -2756103.000000 Penalty: 3245.326660
	Iteration 25Q: 3 clusters Score -2756103 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 21213 members 
Entering Unmasked Estep 
Score: -2756123.500000 Penalty: 3245.326660
	Iteration 26Q: 3 clusters Score -2756124 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 21223 members 
Entering Unmasked Estep 
Score: -2756135.750000 Penalty: 3245.326660
	Iteration 27Q: 3 clusters Score -2756136 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 21234 members 
Entering Unmasked Estep 
Score: -2756145.000000 Penalty: 3245.326660
	Iteration 28Q: 3 clusters Score -2756145 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 21240 members 
Entering Unmasked Estep 
Score: -2756149.500000 Penalty: 3245.326660
	Iteration 29Q: 3 clusters Score -2756150 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 21246 members 
Entering Unmasked Estep 
Score: -2756157.000000 Penalty: 3245.326660
	Iteration 30Q: 3 clusters Score -2756157 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 21251 members 
Entering Unmasked Estep 
Score: -2756157.750000 Penalty: 3245.326660
	Iteration 31Q: 3 clusters Score -2756158 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 21255 members 
Entering Unmasked Estep 
Score: -2756160.250000 Penalty: 3245.326660
	Iteration 32Q: 3 clusters Score -2756160 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 21257 members 
Entering Unmasked Estep 
Score: -2756166.500000 Penalty: 3245.326660
	Iteration 33Q: 3 clusters Score -2756166 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 21258 members 
Entering Unmasked Estep 
Score: -2756165.000000 Penalty: 3245.326660
	Iteration 34Q: 3 clusters Score -2756165 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 21259 members 
Entering Unmasked Estep 
Score: -2756167.000000 Penalty: 3245.326660
	Iteration 35Q: 3 clusters Score -2756167 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 21261 members 
Entering Unmasked Estep 
Score: -2756167.750000 Penalty: 3245.326660
	Iteration 36Q: 3 clusters Score -2756168 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 21263 members 
Entering Unmasked Estep 
Score: -2756167.000000 Penalty: 3245.326660
	Iteration 37Q: 3 clusters Score -2756167 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 21264 members 
Entering Unmasked Estep 
Score: -2756169.250000 Penalty: 3245.326660
	Iteration 38Q: 3 clusters Score -2756169 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 21264 members 
Entering Unmasked Estep 
Score: -2756169.250000 Penalty: 3245.326660
	Iteration 39F: 3 clusters Score -2756169 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (9377 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9377 members 
Entering Unmasked Estep 
Score: -1184493.625000 Penalty: 1486.227417
	Iteration 0F: 2 clusters Score -1184494 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -1177727.875000 Penalty: 2972.454834
	Iteration 0F: 3 clusters Score -1177728 nChanged 4045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -1179840.125000 Penalty: 2972.454834
	Iteration 1F: 3 clusters Score -1179840 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -1180101.750000 Penalty: 2972.454834
	Iteration 2F: 3 clusters Score -1180102 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -1180336.250000 Penalty: 2972.454834
	Iteration 3F: 3 clusters Score -1180336 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 5275 members 
Entering Unmasked Estep 
Score: -1180540.750000 Penalty: 2972.454834
	Iteration 4Q: 3 clusters Score -1180541 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 5441 members 
Entering Unmasked Estep 
Score: -1180751.375000 Penalty: 2972.454834
	Iteration 5Q: 3 clusters Score -1180751 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 5615 members 
Entering Unmasked Estep 
Score: -1180985.875000 Penalty: 2972.454834
	Iteration 6Q: 3 clusters Score -1180986 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 5819 members 
Entering Unmasked Estep 
Score: -1181280.500000 Penalty: 2972.454834
	Iteration 7Q: 3 clusters Score -1181280 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 5991 members 
Entering Unmasked Estep 
Score: -1181659.000000 Penalty: 2972.454834
	Iteration 8Q: 3 clusters Score -1181659 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 6136 members 
Entering Unmasked Estep 
Score: -1182145.375000 Penalty: 2972.454834
	Iteration 9F: 3 clusters Score -1182145 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 6221 members 
Entering Unmasked Estep 
Score: -1182662.250000 Penalty: 2972.454834
	Iteration 10F: 3 clusters Score -1182662 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 6304 members 
Entering Unmasked Estep 
Score: -1183152.125000 Penalty: 2972.454834
	Iteration 11F: 3 clusters Score -1183152 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 6376 members 
Entering Unmasked Estep 
Score: -1183464.500000 Penalty: 2972.454834
	Iteration 12Q: 3 clusters Score -1183464 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 6440 members 
Entering Unmasked Estep 
Score: -1183650.750000 Penalty: 2972.454834
	Iteration 13Q: 3 clusters Score -1183651 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 6521 members 
Entering Unmasked Estep 
Score: -1183765.000000 Penalty: 2972.454834
	Iteration 14Q: 3 clusters Score -1183765 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 6595 members 
Entering Unmasked Estep 
Score: -1183842.625000 Penalty: 2972.454834
	Iteration 15Q: 3 clusters Score -1183843 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 6682 members 
Entering Unmasked Estep 
Score: -1183899.250000 Penalty: 2972.454834
	Iteration 16Q: 3 clusters Score -1183899 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 6745 members 
Entering Unmasked Estep 
Score: -1183940.125000 Penalty: 2972.454834
	Iteration 17Q: 3 clusters Score -1183940 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 6799 members 
Entering Unmasked Estep 
Score: -1183963.625000 Penalty: 2972.454834
	Iteration 18Q: 3 clusters Score -1183964 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 6843 members 
Entering Unmasked Estep 
Score: -1183987.000000 Penalty: 2972.454834
	Iteration 19Q: 3 clusters Score -1183987 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 6879 members 
Entering Unmasked Estep 
Score: -1184011.250000 Penalty: 2972.454834
	Iteration 20F: 3 clusters Score -1184011 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 6918 members 
Entering Unmasked Estep 
Score: -1184040.000000 Penalty: 2972.454834
	Iteration 21Q: 3 clusters Score -1184040 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 6955 members 
Entering Unmasked Estep 
Score: -1184064.000000 Penalty: 2972.454834
	Iteration 22Q: 3 clusters Score -1184064 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 6996 members 
Entering Unmasked Estep 
Score: -1184089.125000 Penalty: 2972.454834
	Iteration 23Q: 3 clusters Score -1184089 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 7024 members 
Entering Unmasked Estep 
Score: -1184103.125000 Penalty: 2972.454834
	Iteration 24Q: 3 clusters Score -1184103 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 7052 members 
Entering Unmasked Estep 
Score: -1184128.875000 Penalty: 2972.454834
	Iteration 25Q: 3 clusters Score -1184129 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 7086 members 
Entering Unmasked Estep 
Score: -1184150.750000 Penalty: 2972.454834
	Iteration 26Q: 3 clusters Score -1184151 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 7111 members 
Entering Unmasked Estep 
Score: -1184166.375000 Penalty: 2972.454834
	Iteration 27Q: 3 clusters Score -1184166 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 7129 members 
Entering Unmasked Estep 
Score: -1184172.375000 Penalty: 2972.454834
	Iteration 28Q: 3 clusters Score -1184172 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 7141 members 
Entering Unmasked Estep 
Score: -1184177.875000 Penalty: 2972.454834
	Iteration 29Q: 3 clusters Score -1184178 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 7158 members 
Entering Unmasked Estep 
Score: -1184189.875000 Penalty: 2972.454834
	Iteration 30Q: 3 clusters Score -1184190 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 7173 members 
Entering Unmasked Estep 
Score: -1184201.000000 Penalty: 2972.454834
	Iteration 31Q: 3 clusters Score -1184201 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 7191 members 
Entering Unmasked Estep 
Score: -1184212.125000 Penalty: 2972.454834
	Iteration 32Q: 3 clusters Score -1184212 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 7202 members 
Entering Unmasked Estep 
Score: -1184215.875000 Penalty: 2972.454834
	Iteration 33Q: 3 clusters Score -1184216 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 7210 members 
Entering Unmasked Estep 
Score: -1184217.375000 Penalty: 2972.454834
	Iteration 34Q: 3 clusters Score -1184217 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 7213 members 
Entering Unmasked Estep 
Score: -1184218.000000 Penalty: 2972.454834
	Iteration 35Q: 3 clusters Score -1184218 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 7217 members 
Entering Unmasked Estep 
Score: -1184220.875000 Penalty: 2972.454834
	Iteration 36Q: 3 clusters Score -1184221 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 7223 members 
Entering Unmasked Estep 
Score: -1184225.500000 Penalty: 2972.454834
	Iteration 37Q: 3 clusters Score -1184226 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 7228 members 
Entering Unmasked Estep 
Score: -1184226.125000 Penalty: 2972.454834
	Iteration 38Q: 3 clusters Score -1184226 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 7229 members 
Entering Unmasked Estep 
Score: -1184226.625000 Penalty: 2972.454834
	Iteration 39Q: 3 clusters Score -1184227 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 7230 members 
Entering Unmasked Estep 
Score: -1184226.000000 Penalty: 2972.454834
	Iteration 40F: 3 clusters Score -1184226 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 7229 members 
Entering Unmasked Estep 
Score: -1184225.500000 Penalty: 2972.454834
	Iteration 41Q: 3 clusters Score -1184226 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 7228 members 
Entering Unmasked Estep 
Score: -1184225.625000 Penalty: 2972.454834
	Iteration 42Q: 3 clusters Score -1184226 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 7228 members 
Entering Unmasked Estep 
Score: -1184225.625000 Penalty: 2972.454834
	Iteration 43F: 3 clusters Score -1184226 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (1767 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Entering Unmasked Estep 
Score: -220176.765625 Penalty: 1215.018677
	Iteration 0F: 2 clusters Score -220176.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -218208.171875 Penalty: 2430.037354
	Iteration 0F: 3 clusters Score -218208.2 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -218642.734375 Penalty: 2430.037354
	Iteration 1F: 3 clusters Score -218642.7 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -218770.109375 Penalty: 2430.037354
	Iteration 2F: 3 clusters Score -218770.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -218837.437500 Penalty: 2430.037354
	Iteration 3F: 3 clusters Score -218837.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -218894.984375 Penalty: 2430.037354
	Iteration 4Q: 3 clusters Score -218895 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -218924.921875 Penalty: 2430.037354
	Iteration 5Q: 3 clusters Score -218924.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -218951.062500 Penalty: 2430.037354
	Iteration 6Q: 3 clusters Score -218951.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -218979.828125 Penalty: 2430.037354
	Iteration 7Q: 3 clusters Score -218979.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -218999.625000 Penalty: 2430.037354
	Iteration 8Q: 3 clusters Score -218999.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -219013.546875 Penalty: 2430.037354
	Iteration 9Q: 3 clusters Score -219013.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -219030.437500 Penalty: 2430.037354
	Iteration 10Q: 3 clusters Score -219030.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -219050.515625 Penalty: 2430.037354
	Iteration 11Q: 3 clusters Score -219050.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -219072.093750 Penalty: 2430.037354
	Iteration 12Q: 3 clusters Score -219072.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -219089.578125 Penalty: 2430.037354
	Iteration 13Q: 3 clusters Score -219089.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -219096.296875 Penalty: 2430.037354
	Iteration 14Q: 3 clusters Score -219096.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -219104.390625 Penalty: 2430.037354
	Iteration 15Q: 3 clusters Score -219104.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -219108.406250 Penalty: 2430.037354
	Iteration 16Q: 3 clusters Score -219108.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -219113.234375 Penalty: 2430.037354
	Iteration 17Q: 3 clusters Score -219113.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -219121.000000 Penalty: 2430.037354
	Iteration 18Q: 3 clusters Score -219121 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -219131.203125 Penalty: 2430.037354
	Iteration 19Q: 3 clusters Score -219131.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -219139.937500 Penalty: 2430.037354
	Iteration 20F: 3 clusters Score -219139.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -219155.718750 Penalty: 2430.037354
	Iteration 21Q: 3 clusters Score -219155.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -219167.968750 Penalty: 2430.037354
	Iteration 22Q: 3 clusters Score -219168 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -219184.921875 Penalty: 2430.037354
	Iteration 23Q: 3 clusters Score -219184.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -219200.703125 Penalty: 2430.037354
	Iteration 24Q: 3 clusters Score -219200.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -219216.656250 Penalty: 2430.037354
	Iteration 25Q: 3 clusters Score -219216.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -219231.093750 Penalty: 2430.037354
	Iteration 26Q: 3 clusters Score -219231.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -219241.421875 Penalty: 2430.037354
	Iteration 27Q: 3 clusters Score -219241.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -219246.375000 Penalty: 2430.037354
	Iteration 28Q: 3 clusters Score -219246.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -219248.828125 Penalty: 2430.037354
	Iteration 29Q: 3 clusters Score -219248.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -219254.546875 Penalty: 2430.037354
	Iteration 30Q: 3 clusters Score -219254.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -219258.515625 Penalty: 2430.037354
	Iteration 31Q: 3 clusters Score -219258.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -219261.250000 Penalty: 2430.037354
	Iteration 32Q: 3 clusters Score -219261.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -219267.640625 Penalty: 2430.037354
	Iteration 33Q: 3 clusters Score -219267.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -219271.250000 Penalty: 2430.037354
	Iteration 34Q: 3 clusters Score -219271.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -219274.765625 Penalty: 2430.037354
	Iteration 35Q: 3 clusters Score -219274.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -219276.015625 Penalty: 2430.037354
	Iteration 36Q: 3 clusters Score -219276 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -219277.125000 Penalty: 2430.037354
	Iteration 37Q: 3 clusters Score -219277.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -219277.671875 Penalty: 2430.037354
	Iteration 38Q: 3 clusters Score -219277.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -219278.312500 Penalty: 2430.037354
	Iteration 39Q: 3 clusters Score -219278.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -219278.312500 Penalty: 2430.037354
	Iteration 40F: 3 clusters Score -219278.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (20720 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20720 members 
Entering Unmasked Estep 
Score: -2670716.250000 Penalty: 1615.063843
	Iteration 0F: 2 clusters Score -2670716 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10484 members 
Mstep: Class 2 contains 10236 members 
Entering Unmasked Estep 
Score: -2656605.000000 Penalty: 3230.127686
	Iteration 0F: 3 clusters Score -2656605 nChanged 9349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11189 members 
Mstep: Class 2 contains 9531 members 
Entering Unmasked Estep 
Score: -2661832.000000 Penalty: 3230.127686
	Iteration 1F: 3 clusters Score -2661832 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11614 members 
Mstep: Class 2 contains 9106 members 
Entering Unmasked Estep 
Score: -2662337.000000 Penalty: 3230.127686
	Iteration 2F: 3 clusters Score -2662337 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12189 members 
Mstep: Class 2 contains 8531 members 
Entering Unmasked Estep 
Score: -2662920.500000 Penalty: 3230.127686
	Iteration 3F: 3 clusters Score -2662920 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12907 members 
Mstep: Class 2 contains 7813 members 
Entering Unmasked Estep 
Score: -2663706.750000 Penalty: 3230.127686
	Iteration 4F: 3 clusters Score -2663707 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13765 members 
Mstep: Class 2 contains 6955 members 
Entering Unmasked Estep 
Score: -2664647.250000 Penalty: 3230.127686
	Iteration 5F: 3 clusters Score -2664647 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14715 members 
Mstep: Class 2 contains 6005 members 
Entering Unmasked Estep 
Score: -2665670.250000 Penalty: 3230.127686
	Iteration 6F: 3 clusters Score -2665670 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15681 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
Score: -2666703.250000 Penalty: 3230.127686
	Iteration 7F: 3 clusters Score -2666703 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16480 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -2667611.250000 Penalty: 3230.127686
	Iteration 8Q: 3 clusters Score -2667611 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17038 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -2668327.500000 Penalty: 3230.127686
	Iteration 9Q: 3 clusters Score -2668328 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17392 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -2668724.250000 Penalty: 3230.127686
	Iteration 10Q: 3 clusters Score -2668724 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17633 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -2668929.500000 Penalty: 3230.127686
	Iteration 11Q: 3 clusters Score -2668930 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17808 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -2669035.500000 Penalty: 3230.127686
	Iteration 12Q: 3 clusters Score -2669036 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17958 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -2669108.250000 Penalty: 3230.127686
	Iteration 13Q: 3 clusters Score -2669108 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18086 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -2669163.750000 Penalty: 3230.127686
	Iteration 14Q: 3 clusters Score -2669164 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18203 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -2669219.500000 Penalty: 3230.127686
	Iteration 15Q: 3 clusters Score -2669220 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18319 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -2669258.500000 Penalty: 3230.127686
	Iteration 16Q: 3 clusters Score -2669258 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18428 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -2669310.000000 Penalty: 3230.127686
	Iteration 17Q: 3 clusters Score -2669310 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18541 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -2669361.500000 Penalty: 3230.127686
	Iteration 18Q: 3 clusters Score -2669362 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18648 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -2669429.250000 Penalty: 3230.127686
	Iteration 19Q: 3 clusters Score -2669429 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18745 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -2669518.000000 Penalty: 3230.127686
	Iteration 20F: 3 clusters Score -2669518 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18867 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -2669642.500000 Penalty: 3230.127686
	Iteration 21Q: 3 clusters Score -2669642 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18980 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -2669802.500000 Penalty: 3230.127686
	Iteration 22Q: 3 clusters Score -2669802 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19071 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -2669951.000000 Penalty: 3230.127686
	Iteration 23Q: 3 clusters Score -2669951 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19125 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -2669999.000000 Penalty: 3230.127686
	Iteration 24Q: 3 clusters Score -2669999 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19151 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -2670027.000000 Penalty: 3230.127686
	Iteration 25Q: 3 clusters Score -2670027 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19181 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -2670048.500000 Penalty: 3230.127686
	Iteration 26Q: 3 clusters Score -2670048 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19200 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -2670062.250000 Penalty: 3230.127686
	Iteration 27Q: 3 clusters Score -2670062 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19208 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -2670068.250000 Penalty: 3230.127686
	Iteration 28Q: 3 clusters Score -2670068 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19211 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -2670067.500000 Penalty: 3230.127686
	Iteration 29Q: 3 clusters Score -2670068 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19214 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -2670071.500000 Penalty: 3230.127686
	Iteration 30Q: 3 clusters Score -2670072 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19218 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -2670070.750000 Penalty: 3230.127686
	Iteration 31Q: 3 clusters Score -2670071 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19223 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -2670073.250000 Penalty: 3230.127686
	Iteration 32Q: 3 clusters Score -2670073 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19228 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -2670076.750000 Penalty: 3230.127686
	Iteration 33Q: 3 clusters Score -2670077 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19231 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -2670076.750000 Penalty: 3230.127686
	Iteration 34Q: 3 clusters Score -2670077 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19237 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -2670078.500000 Penalty: 3230.127686
	Iteration 35Q: 3 clusters Score -2670078 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19244 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -2670082.250000 Penalty: 3230.127686
	Iteration 36Q: 3 clusters Score -2670082 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19248 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -2670082.000000 Penalty: 3230.127686
	Iteration 37Q: 3 clusters Score -2670082 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19252 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -2670085.500000 Penalty: 3230.127686
	Iteration 38Q: 3 clusters Score -2670086 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19256 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -2670082.500000 Penalty: 3230.127686
	Iteration 39Q: 3 clusters Score -2670082 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19258 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -2670083.500000 Penalty: 3230.127686
	Iteration 40F: 3 clusters Score -2670084 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19259 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -2670082.250000 Penalty: 3230.127686
	Iteration 41Q: 3 clusters Score -2670082 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19262 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -2670080.750000 Penalty: 3230.127686
	Iteration 42Q: 3 clusters Score -2670081 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19262 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -2670079.500000 Penalty: 3230.127686
	Iteration 43Q: 3 clusters Score -2670080 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19264 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -2670081.500000 Penalty: 3230.127686
	Iteration 44Q: 3 clusters Score -2670082 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19266 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -2670082.750000 Penalty: 3230.127686
	Iteration 45Q: 3 clusters Score -2670083 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19267 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -2670083.750000 Penalty: 3230.127686
	Iteration 46Q: 3 clusters Score -2670084 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19267 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -2670083.750000 Penalty: 3230.127686
	Iteration 47F: 3 clusters Score -2670084 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (35229 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35229 members 
Entering Unmasked Estep 
Score: -4186281.750000 Penalty: 1701.313965
	Iteration 0F: 2 clusters Score -4186282 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17654 members 
Mstep: Class 2 contains 17575 members 
Entering Unmasked Estep 
Score: -4162524.750000 Penalty: 3402.627930
	Iteration 0F: 3 clusters Score -4162525 nChanged 16445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17805 members 
Mstep: Class 2 contains 17424 members 
Entering Unmasked Estep 
Score: -4171764.250000 Penalty: 3402.627930
	Iteration 1F: 3 clusters Score -4171764 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17853 members 
Mstep: Class 2 contains 17376 members 
Entering Unmasked Estep 
Score: -4172408.500000 Penalty: 3402.627930
	Iteration 2Q: 3 clusters Score -4172408 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17961 members 
Mstep: Class 2 contains 17268 members 
Entering Unmasked Estep 
Score: -4173128.500000 Penalty: 3402.627930
	Iteration 3Q: 3 clusters Score -4173128 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18116 members 
Mstep: Class 2 contains 17113 members 
Entering Unmasked Estep 
Score: -4173945.750000 Penalty: 3402.627930
	Iteration 4F: 3 clusters Score -4173946 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18391 members 
Mstep: Class 2 contains 16838 members 
Entering Unmasked Estep 
Score: -4174849.000000 Penalty: 3402.627930
	Iteration 5F: 3 clusters Score -4174849 nChanged 1835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18712 members 
Mstep: Class 2 contains 16517 members 
Entering Unmasked Estep 
Score: -4175841.250000 Penalty: 3402.627930
	Iteration 6F: 3 clusters Score -4175841 nChanged 1924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19090 members 
Mstep: Class 2 contains 16139 members 
Entering Unmasked Estep 
Score: -4176939.000000 Penalty: 3402.627930
	Iteration 7F: 3 clusters Score -4176939 nChanged 1871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19539 members 
Mstep: Class 2 contains 15690 members 
Entering Unmasked Estep 
Score: -4178100.500000 Penalty: 3402.627930
	Iteration 8F: 3 clusters Score -4178100 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20036 members 
Mstep: Class 2 contains 15193 members 
Entering Unmasked Estep 
Score: -4179131.250000 Penalty: 3402.627930
	Iteration 9F: 3 clusters Score -4179131 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20416 members 
Mstep: Class 2 contains 14813 members 
Entering Unmasked Estep 
Score: -4179800.000000 Penalty: 3402.627930
	Iteration 10Q: 3 clusters Score -4179800 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20721 members 
Mstep: Class 2 contains 14508 members 
Entering Unmasked Estep 
Score: -4180174.500000 Penalty: 3402.627930
	Iteration 11Q: 3 clusters Score -4180174 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21017 members 
Mstep: Class 2 contains 14212 members 
Entering Unmasked Estep 
Score: -4180402.000000 Penalty: 3402.627930
	Iteration 12Q: 3 clusters Score -4180402 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21260 members 
Mstep: Class 2 contains 13969 members 
Entering Unmasked Estep 
Score: -4180533.250000 Penalty: 3402.627930
	Iteration 13Q: 3 clusters Score -4180533 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21481 members 
Mstep: Class 2 contains 13748 members 
Entering Unmasked Estep 
Score: -4180617.500000 Penalty: 3402.627930
	Iteration 14Q: 3 clusters Score -4180618 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21668 members 
Mstep: Class 2 contains 13561 members 
Entering Unmasked Estep 
Score: -4180687.500000 Penalty: 3402.627930
	Iteration 15Q: 3 clusters Score -4180688 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21882 members 
Mstep: Class 2 contains 13347 members 
Entering Unmasked Estep 
Score: -4180741.500000 Penalty: 3402.627930
	Iteration 16Q: 3 clusters Score -4180742 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22093 members 
Mstep: Class 2 contains 13136 members 
Entering Unmasked Estep 
Score: -4180785.000000 Penalty: 3402.627930
	Iteration 17Q: 3 clusters Score -4180785 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22306 members 
Mstep: Class 2 contains 12923 members 
Entering Unmasked Estep 
Score: -4180849.500000 Penalty: 3402.627930
	Iteration 18Q: 3 clusters Score -4180850 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22534 members 
Mstep: Class 2 contains 12695 members 
Entering Unmasked Estep 
Score: -4180917.000000 Penalty: 3402.627930
	Iteration 19Q: 3 clusters Score -4180917 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22804 members 
Mstep: Class 2 contains 12425 members 
Entering Unmasked Estep 
Score: -4180965.000000 Penalty: 3402.627930
	Iteration 20F: 3 clusters Score -4180965 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23086 members 
Mstep: Class 2 contains 12143 members 
Entering Unmasked Estep 
Score: -4181041.000000 Penalty: 3402.627930
	Iteration 21Q: 3 clusters Score -4181041 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23389 members 
Mstep: Class 2 contains 11840 members 
Entering Unmasked Estep 
Score: -4181132.500000 Penalty: 3402.627930
	Iteration 22Q: 3 clusters Score -4181132 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23738 members 
Mstep: Class 2 contains 11491 members 
Entering Unmasked Estep 
Score: -4181220.500000 Penalty: 3402.627930
	Iteration 23Q: 3 clusters Score -4181220 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24140 members 
Mstep: Class 2 contains 11089 members 
Entering Unmasked Estep 
Score: -4181351.000000 Penalty: 3402.627930
	Iteration 24Q: 3 clusters Score -4181351 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24554 members 
Mstep: Class 2 contains 10675 members 
Entering Unmasked Estep 
Score: -4181516.250000 Penalty: 3402.627930
	Iteration 25Q: 3 clusters Score -4181516 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25010 members 
Mstep: Class 2 contains 10219 members 
Entering Unmasked Estep 
Score: -4181707.750000 Penalty: 3402.627930
	Iteration 26Q: 3 clusters Score -4181708 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25502 members 
Mstep: Class 2 contains 9727 members 
Entering Unmasked Estep 
Score: -4181938.750000 Penalty: 3402.627930
	Iteration 27Q: 3 clusters Score -4181939 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26012 members 
Mstep: Class 2 contains 9217 members 
Entering Unmasked Estep 
Score: -4182201.500000 Penalty: 3402.627930
	Iteration 28Q: 3 clusters Score -4182202 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26551 members 
Mstep: Class 2 contains 8678 members 
Entering Unmasked Estep 
Score: -4182480.500000 Penalty: 3402.627930
	Iteration 29Q: 3 clusters Score -4182480 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27078 members 
Mstep: Class 2 contains 8151 members 
Entering Unmasked Estep 
Score: -4182721.250000 Penalty: 3402.627930
	Iteration 30Q: 3 clusters Score -4182721 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27598 members 
Mstep: Class 2 contains 7631 members 
Entering Unmasked Estep 
Score: -4182932.500000 Penalty: 3402.627930
	Iteration 31Q: 3 clusters Score -4182932 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28114 members 
Mstep: Class 2 contains 7115 members 
Entering Unmasked Estep 
Score: -4183147.750000 Penalty: 3402.627930
	Iteration 32Q: 3 clusters Score -4183148 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28662 members 
Mstep: Class 2 contains 6567 members 
Entering Unmasked Estep 
Score: -4183409.500000 Penalty: 3402.627930
	Iteration 33Q: 3 clusters Score -4183410 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29229 members 
Mstep: Class 2 contains 6000 members 
Entering Unmasked Estep 
Score: -4183664.000000 Penalty: 3402.627930
	Iteration 34Q: 3 clusters Score -4183664 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29771 members 
Mstep: Class 2 contains 5458 members 
Entering Unmasked Estep 
Score: -4183898.500000 Penalty: 3402.627930
	Iteration 35Q: 3 clusters Score -4183898 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30303 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -4184184.250000 Penalty: 3402.627930
	Iteration 36Q: 3 clusters Score -4184184 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30828 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -4184423.750000 Penalty: 3402.627930
	Iteration 37Q: 3 clusters Score -4184424 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31284 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -4184661.000000 Penalty: 3402.627930
	Iteration 38Q: 3 clusters Score -4184661 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31672 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -4184824.500000 Penalty: 3402.627930
	Iteration 39Q: 3 clusters Score -4184824 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32000 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -4184965.250000 Penalty: 3402.627930
	Iteration 40F: 3 clusters Score -4184965 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32298 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -4185104.250000 Penalty: 3402.627930
	Iteration 41Q: 3 clusters Score -4185104 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32556 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -4185204.500000 Penalty: 3402.627930
	Iteration 42Q: 3 clusters Score -4185204 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32761 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -4185302.250000 Penalty: 3402.627930
	Iteration 43Q: 3 clusters Score -4185302 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32926 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -4185370.750000 Penalty: 3402.627930
	Iteration 44Q: 3 clusters Score -4185371 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33069 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -4185436.750000 Penalty: 3402.627930
	Iteration 45Q: 3 clusters Score -4185437 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33187 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -4185475.000000 Penalty: 3402.627930
	Iteration 46Q: 3 clusters Score -4185475 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33254 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -4185496.500000 Penalty: 3402.627930
	Iteration 47Q: 3 clusters Score -4185496 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33309 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -4185498.000000 Penalty: 3402.627930
	Iteration 48Q: 3 clusters Score -4185498 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33356 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -4185506.750000 Penalty: 3402.627930
	Iteration 49Q: 3 clusters Score -4185507 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33406 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -4185508.750000 Penalty: 3402.627930
	Iteration 50Q: 3 clusters Score -4185509 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33448 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -4185525.500000 Penalty: 3402.627930
	Iteration 51Q: 3 clusters Score -4185526 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33483 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -4185545.250000 Penalty: 3402.627930
	Iteration 52Q: 3 clusters Score -4185545 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33519 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -4185555.250000 Penalty: 3402.627930
	Iteration 53Q: 3 clusters Score -4185555 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33559 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -4185566.500000 Penalty: 3402.627930
	Iteration 54Q: 3 clusters Score -4185566 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33589 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -4185570.750000 Penalty: 3402.627930
	Iteration 55Q: 3 clusters Score -4185571 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33607 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -4185575.000000 Penalty: 3402.627930
	Iteration 56Q: 3 clusters Score -4185575 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33628 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -4185581.000000 Penalty: 3402.627930
	Iteration 57Q: 3 clusters Score -4185581 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33640 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -4185587.000000 Penalty: 3402.627930
	Iteration 58Q: 3 clusters Score -4185587 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33650 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -4185587.000000 Penalty: 3402.627930
	Iteration 59Q: 3 clusters Score -4185587 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33656 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -4185587.500000 Penalty: 3402.627930
	Iteration 60F: 3 clusters Score -4185588 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33671 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -4185588.500000 Penalty: 3402.627930
	Iteration 61Q: 3 clusters Score -4185588 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33682 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -4185591.000000 Penalty: 3402.627930
	Iteration 62Q: 3 clusters Score -4185591 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33693 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -4185603.250000 Penalty: 3402.627930
	Iteration 63Q: 3 clusters Score -4185603 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33701 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -4185603.500000 Penalty: 3402.627930
	Iteration 64Q: 3 clusters Score -4185604 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33705 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -4185604.000000 Penalty: 3402.627930
	Iteration 65Q: 3 clusters Score -4185604 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33707 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -4185600.250000 Penalty: 3402.627930
	Iteration 66Q: 3 clusters Score -4185600 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33714 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -4185602.750000 Penalty: 3402.627930
	Iteration 67Q: 3 clusters Score -4185603 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33717 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -4185605.500000 Penalty: 3402.627930
	Iteration 68Q: 3 clusters Score -4185606 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33718 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -4185604.500000 Penalty: 3402.627930
	Iteration 69Q: 3 clusters Score -4185604 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33720 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -4185601.750000 Penalty: 3402.627930
	Iteration 70Q: 3 clusters Score -4185602 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33721 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -4185601.000000 Penalty: 3402.627930
	Iteration 71Q: 3 clusters Score -4185601 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33723 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -4185604.500000 Penalty: 3402.627930
	Iteration 72Q: 3 clusters Score -4185604 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33724 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -4185606.250000 Penalty: 3402.627930
	Iteration 73Q: 3 clusters Score -4185606 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33725 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -4185609.000000 Penalty: 3402.627930
	Iteration 74Q: 3 clusters Score -4185609 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33726 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -4185606.500000 Penalty: 3402.627930
	Iteration 75Q: 3 clusters Score -4185606 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33726 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -4185606.500000 Penalty: 3402.627930
	Iteration 76F: 3 clusters Score -4185606 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 498 members 
Mstep: Class 3 contains 22014 members 
Mstep: Class 4 contains 3256 members 
Mstep: Class 5 contains 20574 members 
Mstep: Class 6 contains 92054 members 
Mstep: Class 7 contains 2816 members 
Mstep: Class 8 contains 149146 members 
Mstep: Class 9 contains 5006 members 
Mstep: Class 10 contains 5125 members 
Mstep: Class 11 contains 8690 members 
Mstep: Class 12 contains 2384 members 
Mstep: Class 13 contains 5154 members 
Mstep: Class 14 contains 7314 members 
Mstep: Class 15 contains 22259 members 
Mstep: Class 16 contains 5499 members 
Mstep: Class 17 contains 4315 members 
Mstep: Class 18 contains 12868 members 
Mstep: Class 19 contains 7821 members 
Mstep: Class 20 contains 4568 members 
Mstep: Class 21 contains 49552 members 
Mstep: Class 22 contains 4479 members 
Mstep: Class 23 contains 9419 members 
Mstep: Class 24 contains 17498 members 
Mstep: Class 25 contains 504 members 
Mstep: Class 26 contains 28695 members 
Mstep: Class 27 contains 3198 members 
Mstep: Class 28 contains 16258 members 
Mstep: Class 29 contains 38019 members 
Mstep: Class 30 contains 19773 members 
Mstep: Class 31 contains 35635 members 
Mstep: Class 32 contains 3344 members 
Mstep: Class 33 contains 6321 members 
Mstep: Class 34 contains 11190 members 
Mstep: Class 35 contains 17689 members 
Mstep: Class 36 contains 12091 members 
Mstep: Class 37 contains 2761 members 
Mstep: Class 38 contains 17324 members 
Mstep: Class 39 contains 4247 members 
Mstep: Class 40 contains 2985 members 
Mstep: Class 41 contains 9657 members 
Mstep: Class 42 contains 7074 members 
Mstep: Class 43 contains 27574 members 
Mstep: Class 44 contains 4304 members 
Mstep: Class 45 contains 21712 members 
Mstep: Class 46 contains 9377 members 
Mstep: Class 47 contains 1767 members 
Mstep: Class 48 contains 20720 members 
Mstep: Class 49 contains 35229 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100304616.000000 Penalty: 108431.960938
Iteration 159Q: 50 clusters Score -1.003046e+08 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 498 members 
Mstep: Class 3 contains 22013 members 
Mstep: Class 4 contains 3256 members 
Mstep: Class 5 contains 20575 members 
Mstep: Class 6 contains 92054 members 
Mstep: Class 7 contains 2816 members 
Mstep: Class 8 contains 149146 members 
Mstep: Class 9 contains 5006 members 
Mstep: Class 10 contains 5125 members 
Mstep: Class 11 contains 8689 members 
Mstep: Class 12 contains 2383 members 
Mstep: Class 13 contains 5155 members 
Mstep: Class 14 contains 7310 members 
Mstep: Class 15 contains 22259 members 
Mstep: Class 16 contains 5499 members 
Mstep: Class 17 contains 4314 members 
Mstep: Class 18 contains 12867 members 
Mstep: Class 19 contains 7820 members 
Mstep: Class 20 contains 4568 members 
Mstep: Class 21 contains 49533 members 
Mstep: Class 22 contains 4480 members 
Mstep: Class 23 contains 9419 members 
Mstep: Class 24 contains 17497 members 
Mstep: Class 25 contains 504 members 
Mstep: Class 26 contains 28689 members 
Mstep: Class 27 contains 3196 members 
Mstep: Class 28 contains 16250 members 
Mstep: Class 29 contains 38016 members 
Mstep: Class 30 contains 19774 members 
Mstep: Class 31 contains 35631 members 
Mstep: Class 32 contains 3344 members 
Mstep: Class 33 contains 6321 members 
Mstep: Class 34 contains 11192 members 
Mstep: Class 35 contains 17694 members 
Mstep: Class 36 contains 12092 members 
Mstep: Class 37 contains 2760 members 
Mstep: Class 38 contains 17322 members 
Mstep: Class 39 contains 4249 members 
Mstep: Class 40 contains 2984 members 
Mstep: Class 41 contains 9654 members 
Mstep: Class 42 contains 7083 members 
Mstep: Class 43 contains 27570 members 
Mstep: Class 44 contains 4304 members 
Mstep: Class 45 contains 21717 members 
Mstep: Class 46 contains 9377 members 
Mstep: Class 47 contains 1770 members 
Mstep: Class 48 contains 20747 members 
Mstep: Class 49 contains 35235 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100304688.000000 Penalty: 108431.960938
Iteration 160F: 50 clusters Score -1.003047e+08 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 498 members 
Mstep: Class 3 contains 22015 members 
Mstep: Class 4 contains 3256 members 
Mstep: Class 5 contains 20571 members 
Mstep: Class 6 contains 92052 members 
Mstep: Class 7 contains 2816 members 
Mstep: Class 8 contains 149148 members 
Mstep: Class 9 contains 5006 members 
Mstep: Class 10 contains 5123 members 
Mstep: Class 11 contains 8688 members 
Mstep: Class 12 contains 2383 members 
Mstep: Class 13 contains 5156 members 
Mstep: Class 14 contains 7308 members 
Mstep: Class 15 contains 22260 members 
Mstep: Class 16 contains 5499 members 
Mstep: Class 17 contains 4315 members 
Mstep: Class 18 contains 12867 members 
Mstep: Class 19 contains 7820 members 
Mstep: Class 20 contains 4567 members 
Mstep: Class 21 contains 49517 members 
Mstep: Class 22 contains 4480 members 
Mstep: Class 23 contains 9421 members 
Mstep: Class 24 contains 17498 members 
Mstep: Class 25 contains 504 members 
Mstep: Class 26 contains 28687 members 
Mstep: Class 27 contains 3195 members 
Mstep: Class 28 contains 16238 members 
Mstep: Class 29 contains 38015 members 
Mstep: Class 30 contains 19775 members 
Mstep: Class 31 contains 35626 members 
Mstep: Class 32 contains 3344 members 
Mstep: Class 33 contains 6321 members 
Mstep: Class 34 contains 11196 members 
Mstep: Class 35 contains 17697 members 
Mstep: Class 36 contains 12092 members 
Mstep: Class 37 contains 2759 members 
Mstep: Class 38 contains 17321 members 
Mstep: Class 39 contains 4254 members 
Mstep: Class 40 contains 2983 members 
Mstep: Class 41 contains 9649 members 
Mstep: Class 42 contains 7090 members 
Mstep: Class 43 contains 27555 members 
Mstep: Class 44 contains 4304 members 
Mstep: Class 45 contains 21720 members 
Mstep: Class 46 contains 9378 members 
Mstep: Class 47 contains 1770 members 
Mstep: Class 48 contains 20778 members 
Mstep: Class 49 contains 35242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100304784.000000 Penalty: 108431.960938
Iteration 161Q: 50 clusters Score -1.003048e+08 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 498 members 
Mstep: Class 3 contains 22016 members 
Mstep: Class 4 contains 3256 members 
Mstep: Class 5 contains 20571 members 
Mstep: Class 6 contains 92045 members 
Mstep: Class 7 contains 2816 members 
Mstep: Class 8 contains 149153 members 
Mstep: Class 9 contains 5006 members 
Mstep: Class 10 contains 5120 members 
Mstep: Class 11 contains 8688 members 
Mstep: Class 12 contains 2383 members 
Mstep: Class 13 contains 5157 members 
Mstep: Class 14 contains 7306 members 
Mstep: Class 15 contains 22261 members 
Mstep: Class 16 contains 5499 members 
Mstep: Class 17 contains 4317 members 
Mstep: Class 18 contains 12867 members 
Mstep: Class 19 contains 7817 members 
Mstep: Class 20 contains 4567 members 
Mstep: Class 21 contains 49494 members 
Mstep: Class 22 contains 4480 members 
Mstep: Class 23 contains 9417 members 
Mstep: Class 24 contains 17498 members 
Mstep: Class 25 contains 504 members 
Mstep: Class 26 contains 28686 members 
Mstep: Class 27 contains 3195 members 
Mstep: Class 28 contains 16226 members 
Mstep: Class 29 contains 38016 members 
Mstep: Class 30 contains 19777 members 
Mstep: Class 31 contains 35620 members 
Mstep: Class 32 contains 3344 members 
Mstep: Class 33 contains 6321 members 
Mstep: Class 34 contains 11202 members 
Mstep: Class 35 contains 17704 members 
Mstep: Class 36 contains 12092 members 
Mstep: Class 37 contains 2760 members 
Mstep: Class 38 contains 17319 members 
Mstep: Class 39 contains 4258 members 
Mstep: Class 40 contains 2984 members 
Mstep: Class 41 contains 9648 members 
Mstep: Class 42 contains 7101 members 
Mstep: Class 43 contains 27555 members 
Mstep: Class 44 contains 4304 members 
Mstep: Class 45 contains 21722 members 
Mstep: Class 46 contains 9378 members 
Mstep: Class 47 contains 1770 members 
Mstep: Class 48 contains 20801 members 
Mstep: Class 49 contains 35238 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100304768.000000 Penalty: 108431.960938
Iteration 162Q: 50 clusters Score -1.003048e+08 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 498 members 
Mstep: Class 3 contains 22020 members 
Mstep: Class 4 contains 3256 members 
Mstep: Class 5 contains 20571 members 
Mstep: Class 6 contains 92038 members 
Mstep: Class 7 contains 2816 members 
Mstep: Class 8 contains 149157 members 
Mstep: Class 9 contains 5006 members 
Mstep: Class 10 contains 5118 members 
Mstep: Class 11 contains 8688 members 
Mstep: Class 12 contains 2383 members 
Mstep: Class 13 contains 5159 members 
Mstep: Class 14 contains 7304 members 
Mstep: Class 15 contains 22265 members 
Mstep: Class 16 contains 5499 members 
Mstep: Class 17 contains 4318 members 
Mstep: Class 18 contains 12867 members 
Mstep: Class 19 contains 7814 members 
Mstep: Class 20 contains 4566 members 
Mstep: Class 21 contains 49457 members 
Mstep: Class 22 contains 4480 members 
Mstep: Class 23 contains 9419 members 
Mstep: Class 24 contains 17498 members 
Mstep: Class 25 contains 504 members 
Mstep: Class 26 contains 28686 members 
Mstep: Class 27 contains 3195 members 
Mstep: Class 28 contains 16213 members 
Mstep: Class 29 contains 38021 members 
Mstep: Class 30 contains 19788 members 
Mstep: Class 31 contains 35617 members 
Mstep: Class 32 contains 3344 members 
Mstep: Class 33 contains 6321 members 
Mstep: Class 34 contains 11207 members 
Mstep: Class 35 contains 17708 members 
Mstep: Class 36 contains 12092 members 
Mstep: Class 37 contains 2762 members 
Mstep: Class 38 contains 17319 members 
Mstep: Class 39 contains 4260 members 
Mstep: Class 40 contains 2984 members 
Mstep: Class 41 contains 9647 members 
Mstep: Class 42 contains 7104 members 
Mstep: Class 43 contains 27549 members 
Mstep: Class 44 contains 4304 members 
Mstep: Class 45 contains 21720 members 
Mstep: Class 46 contains 9378 members 
Mstep: Class 47 contains 1770 members 
Mstep: Class 48 contains 20826 members 
Mstep: Class 49 contains 35241 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100304848.000000 Penalty: 108431.960938
Iteration 163Q: 50 clusters Score -1.003048e+08 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 498 members 
Mstep: Class 3 contains 22018 members 
Mstep: Class 4 contains 3256 members 
Mstep: Class 5 contains 20576 members 
Mstep: Class 6 contains 92032 members 
Mstep: Class 7 contains 2816 members 
Mstep: Class 8 contains 149160 members 
Mstep: Class 9 contains 5006 members 
Mstep: Class 10 contains 5114 members 
Mstep: Class 11 contains 8688 members 
Mstep: Class 12 contains 2383 members 
Mstep: Class 13 contains 5159 members 
Mstep: Class 14 contains 7300 members 
Mstep: Class 15 contains 22265 members 
Mstep: Class 16 contains 5500 members 
Mstep: Class 17 contains 4318 members 
Mstep: Class 18 contains 12867 members 
Mstep: Class 19 contains 7813 members 
Mstep: Class 20 contains 4566 members 
Mstep: Class 21 contains 49421 members 
Mstep: Class 22 contains 4480 members 
Mstep: Class 23 contains 9419 members 
Mstep: Class 24 contains 17498 members 
Mstep: Class 25 contains 504 members 
Mstep: Class 26 contains 28685 members 
Mstep: Class 27 contains 3195 members 
Mstep: Class 28 contains 16203 members 
Mstep: Class 29 contains 38026 members 
Mstep: Class 30 contains 19794 members 
Mstep: Class 31 contains 35614 members 
Mstep: Class 32 contains 3344 members 
Mstep: Class 33 contains 6321 members 
Mstep: Class 34 contains 11214 members 
Mstep: Class 35 contains 17714 members 
Mstep: Class 36 contains 12092 members 
Mstep: Class 37 contains 2761 members 
Mstep: Class 38 contains 17319 members 
Mstep: Class 39 contains 4258 members 
Mstep: Class 40 contains 2983 members 
Mstep: Class 41 contains 9644 members 
Mstep: Class 42 contains 7110 members 
Mstep: Class 43 contains 27550 members 
Mstep: Class 44 contains 4304 members 
Mstep: Class 45 contains 21721 members 
Mstep: Class 46 contains 9378 members 
Mstep: Class 47 contains 1770 members 
Mstep: Class 48 contains 20849 members 
Mstep: Class 49 contains 35250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100304896.000000 Penalty: 108431.960938
Iteration 164Q: 50 clusters Score -1.003049e+08 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 498 members 
Mstep: Class 3 contains 22020 members 
Mstep: Class 4 contains 3256 members 
Mstep: Class 5 contains 20567 members 
Mstep: Class 6 contains 92022 members 
Mstep: Class 7 contains 2816 members 
Mstep: Class 8 contains 149163 members 
Mstep: Class 9 contains 5006 members 
Mstep: Class 10 contains 5113 members 
Mstep: Class 11 contains 8688 members 
Mstep: Class 12 contains 2383 members 
Mstep: Class 13 contains 5160 members 
Mstep: Class 14 contains 7295 members 
Mstep: Class 15 contains 22266 members 
Mstep: Class 16 contains 5500 members 
Mstep: Class 17 contains 4321 members 
Mstep: Class 18 contains 12867 members 
Mstep: Class 19 contains 7814 members 
Mstep: Class 20 contains 4567 members 
Mstep: Class 21 contains 49393 members 
Mstep: Class 22 contains 4480 members 
Mstep: Class 23 contains 9419 members 
Mstep: Class 24 contains 17498 members 
Mstep: Class 25 contains 504 members 
Mstep: Class 26 contains 28688 members 
Mstep: Class 27 contains 3195 members 
Mstep: Class 28 contains 16195 members 
Mstep: Class 29 contains 38027 members 
Mstep: Class 30 contains 19801 members 
Mstep: Class 31 contains 35615 members 
Mstep: Class 32 contains 3345 members 
Mstep: Class 33 contains 6321 members 
Mstep: Class 34 contains 11214 members 
Mstep: Class 35 contains 17719 members 
Mstep: Class 36 contains 12092 members 
Mstep: Class 37 contains 2763 members 
Mstep: Class 38 contains 17319 members 
Mstep: Class 39 contains 4258 members 
Mstep: Class 40 contains 2983 members 
Mstep: Class 41 contains 9641 members 
Mstep: Class 42 contains 7115 members 
Mstep: Class 43 contains 27541 members 
Mstep: Class 44 contains 4304 members 
Mstep: Class 45 contains 21723 members 
Mstep: Class 46 contains 9378 members 
Mstep: Class 47 contains 1770 members 
Mstep: Class 48 contains 20879 members 
Mstep: Class 49 contains 35253 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100304816.000000 Penalty: 108431.960938
Iteration 165Q: 50 clusters Score -1.003048e+08 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 498 members 
Mstep: Class 3 contains 22022 members 
Mstep: Class 4 contains 3256 members 
Mstep: Class 5 contains 20561 members 
Mstep: Class 6 contains 92015 members 
Mstep: Class 7 contains 2815 members 
Mstep: Class 8 contains 149163 members 
Mstep: Class 9 contains 5006 members 
Mstep: Class 10 contains 5113 members 
Mstep: Class 11 contains 8688 members 
Mstep: Class 12 contains 2383 members 
Mstep: Class 13 contains 5160 members 
Mstep: Class 14 contains 7295 members 
Mstep: Class 15 contains 22266 members 
Mstep: Class 16 contains 5500 members 
Mstep: Class 17 contains 4322 members 
Mstep: Class 18 contains 12868 members 
Mstep: Class 19 contains 7813 members 
Mstep: Class 20 contains 4568 members 
Mstep: Class 21 contains 49361 members 
Mstep: Class 22 contains 4479 members 
Mstep: Class 23 contains 9418 members 
Mstep: Class 24 contains 17500 members 
Mstep: Class 25 contains 504 members 
Mstep: Class 26 contains 28690 members 
Mstep: Class 27 contains 3195 members 
Mstep: Class 28 contains 16193 members 
Mstep: Class 29 contains 38029 members 
Mstep: Class 30 contains 19801 members 
Mstep: Class 31 contains 35614 members 
Mstep: Class 32 contains 3345 members 
Mstep: Class 33 contains 6321 members 
Mstep: Class 34 contains 11213 members 
Mstep: Class 35 contains 17722 members 
Mstep: Class 36 contains 12093 members 
Mstep: Class 37 contains 2762 members 
Mstep: Class 38 contains 17320 members 
Mstep: Class 39 contains 4260 members 
Mstep: Class 40 contains 2984 members 
Mstep: Class 41 contains 9641 members 
Mstep: Class 42 contains 7120 members 
Mstep: Class 43 contains 27541 members 
Mstep: Class 44 contains 4304 members 
Mstep: Class 45 contains 21727 members 
Mstep: Class 46 contains 9378 members 
Mstep: Class 47 contains 1770 members 
Mstep: Class 48 contains 20903 members 
Mstep: Class 49 contains 35256 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100304944.000000 Penalty: 108431.960938
Iteration 166Q: 50 clusters Score -1.003049e+08 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 498 members 
Mstep: Class 3 contains 22026 members 
Mstep: Class 4 contains 3256 members 
Mstep: Class 5 contains 20562 members 
Mstep: Class 6 contains 92011 members 
Mstep: Class 7 contains 2815 members 
Mstep: Class 8 contains 149165 members 
Mstep: Class 9 contains 5006 members 
Mstep: Class 10 contains 5113 members 
Mstep: Class 11 contains 8689 members 
Mstep: Class 12 contains 2383 members 
Mstep: Class 13 contains 5160 members 
Mstep: Class 14 contains 7294 members 
Mstep: Class 15 contains 22266 members 
Mstep: Class 16 contains 5500 members 
Mstep: Class 17 contains 4323 members 
Mstep: Class 18 contains 12868 members 
Mstep: Class 19 contains 7814 members 
Mstep: Class 20 contains 4569 members 
Mstep: Class 21 contains 49320 members 
Mstep: Class 22 contains 4478 members 
Mstep: Class 23 contains 9419 members 
Mstep: Class 24 contains 17503 members 
Mstep: Class 25 contains 504 members 
Mstep: Class 26 contains 28689 members 
Mstep: Class 27 contains 3195 members 
Mstep: Class 28 contains 16187 members 
Mstep: Class 29 contains 38034 members 
Mstep: Class 30 contains 19808 members 
Mstep: Class 31 contains 35616 members 
Mstep: Class 32 contains 3345 members 
Mstep: Class 33 contains 6322 members 
Mstep: Class 34 contains 11215 members 
Mstep: Class 35 contains 17728 members 
Mstep: Class 36 contains 12093 members 
Mstep: Class 37 contains 2762 members 
Mstep: Class 38 contains 17320 members 
Mstep: Class 39 contains 4263 members 
Mstep: Class 40 contains 2984 members 
Mstep: Class 41 contains 9639 members 
Mstep: Class 42 contains 7120 members 
Mstep: Class 43 contains 27541 members 
Mstep: Class 44 contains 4304 members 
Mstep: Class 45 contains 21731 members 
Mstep: Class 46 contains 9380 members 
Mstep: Class 47 contains 1770 members 
Mstep: Class 48 contains 20914 members 
Mstep: Class 49 contains 35255 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100305016.000000 Penalty: 108431.960938
Iteration 167Q: 50 clusters Score -1.00305e+08 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 498 members 
Mstep: Class 3 contains 22027 members 
Mstep: Class 4 contains 3256 members 
Mstep: Class 5 contains 20558 members 
Mstep: Class 6 contains 92011 members 
Mstep: Class 7 contains 2815 members 
Mstep: Class 8 contains 149165 members 
Mstep: Class 9 contains 5005 members 
Mstep: Class 10 contains 5112 members 
Mstep: Class 11 contains 8689 members 
Mstep: Class 12 contains 2383 members 
Mstep: Class 13 contains 5161 members 
Mstep: Class 14 contains 7294 members 
Mstep: Class 15 contains 22267 members 
Mstep: Class 16 contains 5499 members 
Mstep: Class 17 contains 4324 members 
Mstep: Class 18 contains 12868 members 
Mstep: Class 19 contains 7814 members 
Mstep: Class 20 contains 4569 members 
Mstep: Class 21 contains 49288 members 
Mstep: Class 22 contains 4477 members 
Mstep: Class 23 contains 9420 members 
Mstep: Class 24 contains 17508 members 
Mstep: Class 25 contains 504 members 
Mstep: Class 26 contains 28685 members 
Mstep: Class 27 contains 3195 members 
Mstep: Class 28 contains 16181 members 
Mstep: Class 29 contains 38037 members 
Mstep: Class 30 contains 19804 members 
Mstep: Class 31 contains 35616 members 
Mstep: Class 32 contains 3345 members 
Mstep: Class 33 contains 6322 members 
Mstep: Class 34 contains 11215 members 
Mstep: Class 35 contains 17738 members 
Mstep: Class 36 contains 12093 members 
Mstep: Class 37 contains 2764 members 
Mstep: Class 38 contains 17319 members 
Mstep: Class 39 contains 4269 members 
Mstep: Class 40 contains 2984 members 
Mstep: Class 41 contains 9638 members 
Mstep: Class 42 contains 7124 members 
Mstep: Class 43 contains 27539 members 
Mstep: Class 44 contains 4305 members 
Mstep: Class 45 contains 21731 members 
Mstep: Class 46 contains 9384 members 
Mstep: Class 47 contains 1770 members 
Mstep: Class 48 contains 20928 members 
Mstep: Class 49 contains 35259 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100305112.000000 Penalty: 108431.960938
Iteration 168Q: 50 clusters Score -1.003051e+08 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 498 members 
Mstep: Class 3 contains 22027 members 
Mstep: Class 4 contains 3256 members 
Mstep: Class 5 contains 20555 members 
Mstep: Class 6 contains 92011 members 
Mstep: Class 7 contains 2815 members 
Mstep: Class 8 contains 149163 members 
Mstep: Class 9 contains 5004 members 
Mstep: Class 10 contains 5110 members 
Mstep: Class 11 contains 8689 members 
Mstep: Class 12 contains 2383 members 
Mstep: Class 13 contains 5162 members 
Mstep: Class 14 contains 7291 members 
Mstep: Class 15 contains 22267 members 
Mstep: Class 16 contains 5499 members 
Mstep: Class 17 contains 4326 members 
Mstep: Class 18 contains 12868 members 
Mstep: Class 19 contains 7813 members 
Mstep: Class 20 contains 4569 members 
Mstep: Class 21 contains 49258 members 
Mstep: Class 22 contains 4477 members 
Mstep: Class 23 contains 9421 members 
Mstep: Class 24 contains 17513 members 
Mstep: Class 25 contains 504 members 
Mstep: Class 26 contains 28683 members 
Mstep: Class 27 contains 3195 members 
Mstep: Class 28 contains 16165 members 
Mstep: Class 29 contains 38038 members 
Mstep: Class 30 contains 19807 members 
Mstep: Class 31 contains 35618 members 
Mstep: Class 32 contains 3345 members 
Mstep: Class 33 contains 6321 members 
Mstep: Class 34 contains 11214 members 
Mstep: Class 35 contains 17741 members 
Mstep: Class 36 contains 12093 members 
Mstep: Class 37 contains 2765 members 
Mstep: Class 38 contains 17318 members 
Mstep: Class 39 contains 4276 members 
Mstep: Class 40 contains 2984 members 
Mstep: Class 41 contains 9640 members 
Mstep: Class 42 contains 7125 members 
Mstep: Class 43 contains 27534 members 
Mstep: Class 44 contains 4306 members 
Mstep: Class 45 contains 21732 members 
Mstep: Class 46 contains 9385 members 
Mstep: Class 47 contains 1770 members 
Mstep: Class 48 contains 20956 members 
Mstep: Class 49 contains 35267 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100305072.000000 Penalty: 108431.960938
Iteration 169Q: 50 clusters Score -1.003051e+08 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 498 members 
Mstep: Class 3 contains 22027 members 
Mstep: Class 4 contains 3256 members 
Mstep: Class 5 contains 20555 members 
Mstep: Class 6 contains 92012 members 
Mstep: Class 7 contains 2815 members 
Mstep: Class 8 contains 149164 members 
Mstep: Class 9 contains 5005 members 
Mstep: Class 10 contains 5110 members 
Mstep: Class 11 contains 8689 members 
Mstep: Class 12 contains 2383 members 
Mstep: Class 13 contains 5162 members 
Mstep: Class 14 contains 7289 members 
Mstep: Class 15 contains 22266 members 
Mstep: Class 16 contains 5499 members 
Mstep: Class 17 contains 4326 members 
Mstep: Class 18 contains 12868 members 
Mstep: Class 19 contains 7815 members 
Mstep: Class 20 contains 4569 members 
Mstep: Class 21 contains 49223 members 
Mstep: Class 22 contains 4477 members 
Mstep: Class 23 contains 9423 members 
Mstep: Class 24 contains 17515 members 
Mstep: Class 25 contains 504 members 
Mstep: Class 26 contains 28681 members 
Mstep: Class 27 contains 3195 members 
Mstep: Class 28 contains 16160 members 
Mstep: Class 29 contains 38040 members 
Mstep: Class 30 contains 19810 members 
Mstep: Class 31 contains 35618 members 
Mstep: Class 32 contains 3345 members 
Mstep: Class 33 contains 6321 members 
Mstep: Class 34 contains 11215 members 
Mstep: Class 35 contains 17744 members 
Mstep: Class 36 contains 12093 members 
Mstep: Class 37 contains 2765 members 
Mstep: Class 38 contains 17318 members 
Mstep: Class 39 contains 4284 members 
Mstep: Class 40 contains 2984 members 
Mstep: Class 41 contains 9639 members 
Mstep: Class 42 contains 7125 members 
Mstep: Class 43 contains 27523 members 
Mstep: Class 44 contains 4306 members 
Mstep: Class 45 contains 21735 members 
Mstep: Class 46 contains 9385 members 
Mstep: Class 47 contains 1770 members 
Mstep: Class 48 contains 20980 members 
Mstep: Class 49 contains 35271 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100305080.000000 Penalty: 108431.960938
Iteration 170Q: 50 clusters Score -1.003051e+08 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 498 members 
Mstep: Class 3 contains 22025 members 
Mstep: Class 4 contains 3256 members 
Mstep: Class 5 contains 20546 members 
Mstep: Class 6 contains 92011 members 
Mstep: Class 7 contains 2815 members 
Mstep: Class 8 contains 149165 members 
Mstep: Class 9 contains 5005 members 
Mstep: Class 10 contains 5110 members 
Mstep: Class 11 contains 8689 members 
Mstep: Class 12 contains 2383 members 
Mstep: Class 13 contains 5162 members 
Mstep: Class 14 contains 7290 members 
Mstep: Class 15 contains 22266 members 
Mstep: Class 16 contains 5499 members 
Mstep: Class 17 contains 4326 members 
Mstep: Class 18 contains 12868 members 
Mstep: Class 19 contains 7817 members 
Mstep: Class 20 contains 4570 members 
Mstep: Class 21 contains 49205 members 
Mstep: Class 22 contains 4477 members 
Mstep: Class 23 contains 9424 members 
Mstep: Class 24 contains 17519 members 
Mstep: Class 25 contains 504 members 
Mstep: Class 26 contains 28682 members 
Mstep: Class 27 contains 3195 members 
Mstep: Class 28 contains 16155 members 
Mstep: Class 29 contains 38040 members 
Mstep: Class 30 contains 19811 members 
Mstep: Class 31 contains 35618 members 
Mstep: Class 32 contains 3345 members 
Mstep: Class 33 contains 6321 members 
Mstep: Class 34 contains 11215 members 
Mstep: Class 35 contains 17748 members 
Mstep: Class 36 contains 12093 members 
Mstep: Class 37 contains 2764 members 
Mstep: Class 38 contains 17316 members 
Mstep: Class 39 contains 4288 members 
Mstep: Class 40 contains 2984 members 
Mstep: Class 41 contains 9638 members 
Mstep: Class 42 contains 7127 members 
Mstep: Class 43 contains 27508 members 
Mstep: Class 44 contains 4306 members 
Mstep: Class 45 contains 21738 members 
Mstep: Class 46 contains 9386 members 
Mstep: Class 47 contains 1770 members 
Mstep: Class 48 contains 21006 members 
Mstep: Class 49 contains 35273 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100305024.000000 Penalty: 108431.960938
Iteration 171Q: 50 clusters Score -1.00305e+08 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 498 members 
Mstep: Class 3 contains 22026 members 
Mstep: Class 4 contains 3256 members 
Mstep: Class 5 contains 20531 members 
Mstep: Class 6 contains 92012 members 
Mstep: Class 7 contains 2815 members 
Mstep: Class 8 contains 149167 members 
Mstep: Class 9 contains 5006 members 
Mstep: Class 10 contains 5111 members 
Mstep: Class 11 contains 8689 members 
Mstep: Class 12 contains 2383 members 
Mstep: Class 13 contains 5162 members 
Mstep: Class 14 contains 7288 members 
Mstep: Class 15 contains 22267 members 
Mstep: Class 16 contains 5499 members 
Mstep: Class 17 contains 4325 members 
Mstep: Class 18 contains 12869 members 
Mstep: Class 19 contains 7818 members 
Mstep: Class 20 contains 4572 members 
Mstep: Class 21 contains 49188 members 
Mstep: Class 22 contains 4477 members 
Mstep: Class 23 contains 9424 members 
Mstep: Class 24 contains 17522 members 
Mstep: Class 25 contains 504 members 
Mstep: Class 26 contains 28680 members 
Mstep: Class 27 contains 3196 members 
Mstep: Class 28 contains 16150 members 
Mstep: Class 29 contains 38044 members 
Mstep: Class 30 contains 19813 members 
Mstep: Class 31 contains 35617 members 
Mstep: Class 32 contains 3345 members 
Mstep: Class 33 contains 6321 members 
Mstep: Class 34 contains 11216 members 
Mstep: Class 35 contains 17752 members 
Mstep: Class 36 contains 12093 members 
Mstep: Class 37 contains 2763 members 
Mstep: Class 38 contains 17316 members 
Mstep: Class 39 contains 4292 members 
Mstep: Class 40 contains 2984 members 
Mstep: Class 41 contains 9636 members 
Mstep: Class 42 contains 7131 members 
Mstep: Class 43 contains 27492 members 
Mstep: Class 44 contains 4306 members 
Mstep: Class 45 contains 21740 members 
Mstep: Class 46 contains 9387 members 
Mstep: Class 47 contains 1770 members 
Mstep: Class 48 contains 21030 members 
Mstep: Class 49 contains 35274 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100305072.000000 Penalty: 108431.960938
Iteration 172Q: 50 clusters Score -1.003051e+08 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 498 members 
Mstep: Class 3 contains 22028 members 
Mstep: Class 4 contains 3256 members 
Mstep: Class 5 contains 20520 members 
Mstep: Class 6 contains 92010 members 
Mstep: Class 7 contains 2815 members 
Mstep: Class 8 contains 149170 members 
Mstep: Class 9 contains 5007 members 
Mstep: Class 10 contains 5113 members 
Mstep: Class 11 contains 8689 members 
Mstep: Class 12 contains 2383 members 
Mstep: Class 13 contains 5163 members 
Mstep: Class 14 contains 7285 members 
Mstep: Class 15 contains 22267 members 
Mstep: Class 16 contains 5499 members 
Mstep: Class 17 contains 4325 members 
Mstep: Class 18 contains 12869 members 
Mstep: Class 19 contains 7818 members 
Mstep: Class 20 contains 4572 members 
Mstep: Class 21 contains 49175 members 
Mstep: Class 22 contains 4478 members 
Mstep: Class 23 contains 9421 members 
Mstep: Class 24 contains 17524 members 
Mstep: Class 25 contains 504 members 
Mstep: Class 26 contains 28679 members 
Mstep: Class 27 contains 3197 members 
Mstep: Class 28 contains 16147 members 
Mstep: Class 29 contains 38042 members 
Mstep: Class 30 contains 19812 members 
Mstep: Class 31 contains 35617 members 
Mstep: Class 32 contains 3345 members 
Mstep: Class 33 contains 6321 members 
Mstep: Class 34 contains 11221 members 
Mstep: Class 35 contains 17755 members 
Mstep: Class 36 contains 12093 members 
Mstep: Class 37 contains 2762 members 
Mstep: Class 38 contains 17317 members 
Mstep: Class 39 contains 4295 members 
Mstep: Class 40 contains 2984 members 
Mstep: Class 41 contains 9633 members 
Mstep: Class 42 contains 7132 members 
Mstep: Class 43 contains 27484 members 
Mstep: Class 44 contains 4307 members 
Mstep: Class 45 contains 21740 members 
Mstep: Class 46 contains 9387 members 
Mstep: Class 47 contains 1770 members 
Mstep: Class 48 contains 21042 members 
Mstep: Class 49 contains 35286 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100305120.000000 Penalty: 108431.960938
Iteration 173Q: 50 clusters Score -1.003051e+08 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 498 members 
Mstep: Class 3 contains 22028 members 
Mstep: Class 4 contains 3256 members 
Mstep: Class 5 contains 20512 members 
Mstep: Class 6 contains 92012 members 
Mstep: Class 7 contains 2815 members 
Mstep: Class 8 contains 149170 members 
Mstep: Class 9 contains 5008 members 
Mstep: Class 10 contains 5112 members 
Mstep: Class 11 contains 8688 members 
Mstep: Class 12 contains 2383 members 
Mstep: Class 13 contains 5164 members 
Mstep: Class 14 contains 7285 members 
Mstep: Class 15 contains 22267 members 
Mstep: Class 16 contains 5499 members 
Mstep: Class 17 contains 4325 members 
Mstep: Class 18 contains 12868 members 
Mstep: Class 19 contains 7817 members 
Mstep: Class 20 contains 4573 members 
Mstep: Class 21 contains 49161 members 
Mstep: Class 22 contains 4477 members 
Mstep: Class 23 contains 9421 members 
Mstep: Class 24 contains 17525 members 
Mstep: Class 25 contains 504 members 
Mstep: Class 26 contains 28678 members 
Mstep: Class 27 contains 3199 members 
Mstep: Class 28 contains 16142 members 
Mstep: Class 29 contains 38041 members 
Mstep: Class 30 contains 19812 members 
Mstep: Class 31 contains 35618 members 
Mstep: Class 32 contains 3345 members 
Mstep: Class 33 contains 6321 members 
Mstep: Class 34 contains 11224 members 
Mstep: Class 35 contains 17757 members 
Mstep: Class 36 contains 12094 members 
Mstep: Class 37 contains 2762 members 
Mstep: Class 38 contains 17317 members 
Mstep: Class 39 contains 4301 members 
Mstep: Class 40 contains 2984 members 
Mstep: Class 41 contains 9627 members 
Mstep: Class 42 contains 7135 members 
Mstep: Class 43 contains 27481 members 
Mstep: Class 44 contains 4307 members 
Mstep: Class 45 contains 21740 members 
Mstep: Class 46 contains 9387 members 
Mstep: Class 47 contains 1770 members 
Mstep: Class 48 contains 21053 members 
Mstep: Class 49 contains 35294 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100305080.000000 Penalty: 108431.960938
Iteration 174Q: 50 clusters Score -1.003051e+08 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 498 members 
Mstep: Class 3 contains 22027 members 
Mstep: Class 4 contains 3256 members 
Mstep: Class 5 contains 20510 members 
Mstep: Class 6 contains 92012 members 
Mstep: Class 7 contains 2815 members 
Mstep: Class 8 contains 149172 members 
Mstep: Class 9 contains 5008 members 
Mstep: Class 10 contains 5109 members 
Mstep: Class 11 contains 8688 members 
Mstep: Class 12 contains 2383 members 
Mstep: Class 13 contains 5164 members 
Mstep: Class 14 contains 7286 members 
Mstep: Class 15 contains 22267 members 
Mstep: Class 16 contains 5499 members 
Mstep: Class 17 contains 4325 members 
Mstep: Class 18 contains 12868 members 
Mstep: Class 19 contains 7817 members 
Mstep: Class 20 contains 4572 members 
Mstep: Class 21 contains 49149 members 
Mstep: Class 22 contains 4477 members 
Mstep: Class 23 contains 9419 members 
Mstep: Class 24 contains 17524 members 
Mstep: Class 25 contains 504 members 
Mstep: Class 26 contains 28678 members 
Mstep: Class 27 contains 3199 members 
Mstep: Class 28 contains 16132 members 
Mstep: Class 29 contains 38037 members 
Mstep: Class 30 contains 19816 members 
Mstep: Class 31 contains 35618 members 
Mstep: Class 32 contains 3345 members 
Mstep: Class 33 contains 6321 members 
Mstep: Class 34 contains 11224 members 
Mstep: Class 35 contains 17760 members 
Mstep: Class 36 contains 12094 members 
Mstep: Class 37 contains 2762 members 
Mstep: Class 38 contains 17316 members 
Mstep: Class 39 contains 4307 members 
Mstep: Class 40 contains 2982 members 
Mstep: Class 41 contains 9626 members 
Mstep: Class 42 contains 7138 members 
Mstep: Class 43 contains 27477 members 
Mstep: Class 44 contains 4308 members 
Mstep: Class 45 contains 21740 members 
Mstep: Class 46 contains 9387 members 
Mstep: Class 47 contains 1770 members 
Mstep: Class 48 contains 21068 members 
Mstep: Class 49 contains 35303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100305016.000000 Penalty: 108431.960938
Iteration 175Q: 50 clusters Score -1.00305e+08 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 498 members 
Mstep: Class 3 contains 22028 members 
Mstep: Class 4 contains 3256 members 
Mstep: Class 5 contains 20504 members 
Mstep: Class 6 contains 92016 members 
Mstep: Class 7 contains 2815 members 
Mstep: Class 8 contains 149174 members 
Mstep: Class 9 contains 5008 members 
Mstep: Class 10 contains 5111 members 
Mstep: Class 11 contains 8688 members 
Mstep: Class 12 contains 2383 members 
Mstep: Class 13 contains 5164 members 
Mstep: Class 14 contains 7287 members 
Mstep: Class 15 contains 22267 members 
Mstep: Class 16 contains 5499 members 
Mstep: Class 17 contains 4325 members 
Mstep: Class 18 contains 12868 members 
Mstep: Class 19 contains 7818 members 
Mstep: Class 20 contains 4572 members 
Mstep: Class 21 contains 49129 members 
Mstep: Class 22 contains 4475 members 
Mstep: Class 23 contains 9420 members 
Mstep: Class 24 contains 17524 members 
Mstep: Class 25 contains 504 members 
Mstep: Class 26 contains 28679 members 
Mstep: Class 27 contains 3202 members 
Mstep: Class 28 contains 16128 members 
Mstep: Class 29 contains 38039 members 
Mstep: Class 30 contains 19819 members 
Mstep: Class 31 contains 35616 members 
Mstep: Class 32 contains 3345 members 
Mstep: Class 33 contains 6321 members 
Mstep: Class 34 contains 11226 members 
Mstep: Class 35 contains 17762 members 
Mstep: Class 36 contains 12092 members 
Mstep: Class 37 contains 2762 members 
Mstep: Class 38 contains 17315 members 
Mstep: Class 39 contains 4312 members 
Mstep: Class 40 contains 2982 members 
Mstep: Class 41 contains 9625 members 
Mstep: Class 42 contains 7142 members 
Mstep: Class 43 contains 27472 members 
Mstep: Class 44 contains 4308 members 
Mstep: Class 45 contains 21742 members 
Mstep: Class 46 contains 9387 members 
Mstep: Class 47 contains 1770 members 
Mstep: Class 48 contains 21074 members 
Mstep: Class 49 contains 35304 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100305008.000000 Penalty: 108431.960938
Iteration 176Q: 50 clusters Score -1.00305e+08 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 498 members 
Mstep: Class 3 contains 22031 members 
Mstep: Class 4 contains 3256 members 
Mstep: Class 5 contains 20501 members 
Mstep: Class 6 contains 92018 members 
Mstep: Class 7 contains 2815 members 
Mstep: Class 8 contains 149174 members 
Mstep: Class 9 contains 5008 members 
Mstep: Class 10 contains 5112 members 
Mstep: Class 11 contains 8688 members 
Mstep: Class 12 contains 2383 members 
Mstep: Class 13 contains 5164 members 
Mstep: Class 14 contains 7286 members 
Mstep: Class 15 contains 22267 members 
Mstep: Class 16 contains 5500 members 
Mstep: Class 17 contains 4326 members 
Mstep: Class 18 contains 12868 members 
Mstep: Class 19 contains 7818 members 
Mstep: Class 20 contains 4572 members 
Mstep: Class 21 contains 49110 members 
Mstep: Class 22 contains 4475 members 
Mstep: Class 23 contains 9420 members 
Mstep: Class 24 contains 17522 members 
Mstep: Class 25 contains 504 members 
Mstep: Class 26 contains 28679 members 
Mstep: Class 27 contains 3202 members 
Mstep: Class 28 contains 16125 members 
Mstep: Class 29 contains 38041 members 
Mstep: Class 30 contains 19820 members 
Mstep: Class 31 contains 35614 members 
Mstep: Class 32 contains 3345 members 
Mstep: Class 33 contains 6321 members 
Mstep: Class 34 contains 11228 members 
Mstep: Class 35 contains 17763 members 
Mstep: Class 36 contains 12092 members 
Mstep: Class 37 contains 2762 members 
Mstep: Class 38 contains 17315 members 
Mstep: Class 39 contains 4318 members 
Mstep: Class 40 contains 2983 members 
Mstep: Class 41 contains 9622 members 
Mstep: Class 42 contains 7145 members 
Mstep: Class 43 contains 27465 members 
Mstep: Class 44 contains 4308 members 
Mstep: Class 45 contains 21743 members 
Mstep: Class 46 contains 9387 members 
Mstep: Class 47 contains 1770 members 
Mstep: Class 48 contains 21085 members 
Mstep: Class 49 contains 35308 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100305096.000000 Penalty: 108431.960938
Iteration 177Q: 50 clusters Score -1.003051e+08 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 498 members 
Mstep: Class 3 contains 22035 members 
Mstep: Class 4 contains 3257 members 
Mstep: Class 5 contains 20495 members 
Mstep: Class 6 contains 92018 members 
Mstep: Class 7 contains 2815 members 
Mstep: Class 8 contains 149178 members 
Mstep: Class 9 contains 5009 members 
Mstep: Class 10 contains 5113 members 
Mstep: Class 11 contains 8688 members 
Mstep: Class 12 contains 2384 members 
Mstep: Class 13 contains 5164 members 
Mstep: Class 14 contains 7287 members 
Mstep: Class 15 contains 22267 members 
Mstep: Class 16 contains 5501 members 
Mstep: Class 17 contains 4327 members 
Mstep: Class 18 contains 12868 members 
Mstep: Class 19 contains 7820 members 
Mstep: Class 20 contains 4571 members 
Mstep: Class 21 contains 49092 members 
Mstep: Class 22 contains 4476 members 
Mstep: Class 23 contains 9420 members 
Mstep: Class 24 contains 17521 members 
Mstep: Class 25 contains 504 members 
Mstep: Class 26 contains 28680 members 
Mstep: Class 27 contains 3200 members 
Mstep: Class 28 contains 16119 members 
Mstep: Class 29 contains 38041 members 
Mstep: Class 30 contains 19825 members 
Mstep: Class 31 contains 35616 members 
Mstep: Class 32 contains 3345 members 
Mstep: Class 33 contains 6321 members 
Mstep: Class 34 contains 11228 members 
Mstep: Class 35 contains 17767 members 
Mstep: Class 36 contains 12092 members 
Mstep: Class 37 contains 2762 members 
Mstep: Class 38 contains 17315 members 
Mstep: Class 39 contains 4323 members 
Mstep: Class 40 contains 2983 members 
Mstep: Class 41 contains 9621 members 
Mstep: Class 42 contains 7148 members 
Mstep: Class 43 contains 27461 members 
Mstep: Class 44 contains 4308 members 
Mstep: Class 45 contains 21743 members 
Mstep: Class 46 contains 9387 members 
Mstep: Class 47 contains 1770 members 
Mstep: Class 48 contains 21093 members 
Mstep: Class 49 contains 35301 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100305104.000000 Penalty: 108431.960938
Iteration 178Q: 50 clusters Score -1.003051e+08 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 498 members 
Mstep: Class 3 contains 22039 members 
Mstep: Class 4 contains 3257 members 
Mstep: Class 5 contains 20494 members 
Mstep: Class 6 contains 92014 members 
Mstep: Class 7 contains 2815 members 
Mstep: Class 8 contains 149177 members 
Mstep: Class 9 contains 5009 members 
Mstep: Class 10 contains 5113 members 
Mstep: Class 11 contains 8688 members 
Mstep: Class 12 contains 2384 members 
Mstep: Class 13 contains 5162 members 
Mstep: Class 14 contains 7289 members 
Mstep: Class 15 contains 22267 members 
Mstep: Class 16 contains 5501 members 
Mstep: Class 17 contains 4327 members 
Mstep: Class 18 contains 12868 members 
Mstep: Class 19 contains 7820 members 
Mstep: Class 20 contains 4571 members 
Mstep: Class 21 contains 49079 members 
Mstep: Class 22 contains 4476 members 
Mstep: Class 23 contains 9420 members 
Mstep: Class 24 contains 17521 members 
Mstep: Class 25 contains 504 members 
Mstep: Class 26 contains 28680 members 
Mstep: Class 27 contains 3196 members 
Mstep: Class 28 contains 16115 members 
Mstep: Class 29 contains 38040 members 
Mstep: Class 30 contains 19827 members 
Mstep: Class 31 contains 35617 members 
Mstep: Class 32 contains 3345 members 
Mstep: Class 33 contains 6321 members 
Mstep: Class 34 contains 11230 members 
Mstep: Class 35 contains 17772 members 
Mstep: Class 36 contains 12092 members 
Mstep: Class 37 contains 2763 members 
Mstep: Class 38 contains 17316 members 
Mstep: Class 39 contains 4328 members 
Mstep: Class 40 contains 2983 members 
Mstep: Class 41 contains 9621 members 
Mstep: Class 42 contains 7149 members 
Mstep: Class 43 contains 27462 members 
Mstep: Class 44 contains 4308 members 
Mstep: Class 45 contains 21743 members 
Mstep: Class 46 contains 9388 members 
Mstep: Class 47 contains 1770 members 
Mstep: Class 48 contains 21100 members 
Mstep: Class 49 contains 35298 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100305048.000000 Penalty: 108431.960938
Iteration 179Q: 50 clusters Score -1.00305e+08 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 498 members 
Mstep: Class 3 contains 22042 members 
Mstep: Class 4 contains 3257 members 
Mstep: Class 5 contains 20492 members 
Mstep: Class 6 contains 92012 members 
Mstep: Class 7 contains 2815 members 
Mstep: Class 8 contains 149176 members 
Mstep: Class 9 contains 5009 members 
Mstep: Class 10 contains 5113 members 
Mstep: Class 11 contains 8687 members 
Mstep: Class 12 contains 2384 members 
Mstep: Class 13 contains 5163 members 
Mstep: Class 14 contains 7288 members 
Mstep: Class 15 contains 22267 members 
Mstep: Class 16 contains 5502 members 
Mstep: Class 17 contains 4327 members 
Mstep: Class 18 contains 12868 members 
Mstep: Class 19 contains 7819 members 
Mstep: Class 20 contains 4570 members 
Mstep: Class 21 contains 49060 members 
Mstep: Class 22 contains 4478 members 
Mstep: Class 23 contains 9420 members 
Mstep: Class 24 contains 17521 members 
Mstep: Class 25 contains 504 members 
Mstep: Class 26 contains 28678 members 
Mstep: Class 27 contains 3196 members 
Mstep: Class 28 contains 16107 members 
Mstep: Class 29 contains 38038 members 
Mstep: Class 30 contains 19833 members 
Mstep: Class 31 contains 35621 members 
Mstep: Class 32 contains 3345 members 
Mstep: Class 33 contains 6321 members 
Mstep: Class 34 contains 11234 members 
Mstep: Class 35 contains 17775 members 
Mstep: Class 36 contains 12092 members 
Mstep: Class 37 contains 2763 members 
Mstep: Class 38 contains 17316 members 
Mstep: Class 39 contains 4336 members 
Mstep: Class 40 contains 2983 members 
Mstep: Class 41 contains 9621 members 
Mstep: Class 42 contains 7149 members 
Mstep: Class 43 contains 27462 members 
Mstep: Class 44 contains 4308 members 
Mstep: Class 45 contains 21745 members 
Mstep: Class 46 contains 9388 members 
Mstep: Class 47 contains 1770 members 
Mstep: Class 48 contains 21105 members 
Mstep: Class 49 contains 35299 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100305064.000000 Penalty: 108431.960938
Iteration 180F: 50 clusters Score -1.003051e+08 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 498 members 
Mstep: Class 3 contains 22045 members 
Mstep: Class 4 contains 3257 members 
Mstep: Class 5 contains 20489 members 
Mstep: Class 6 contains 92013 members 
Mstep: Class 7 contains 2816 members 
Mstep: Class 8 contains 149175 members 
Mstep: Class 9 contains 5009 members 
Mstep: Class 10 contains 5113 members 
Mstep: Class 11 contains 8686 members 
Mstep: Class 12 contains 2384 members 
Mstep: Class 13 contains 5163 members 
Mstep: Class 14 contains 7287 members 
Mstep: Class 15 contains 22267 members 
Mstep: Class 16 contains 5503 members 
Mstep: Class 17 contains 4328 members 
Mstep: Class 18 contains 12868 members 
Mstep: Class 19 contains 7819 members 
Mstep: Class 20 contains 4570 members 
Mstep: Class 21 contains 49044 members 
Mstep: Class 22 contains 4478 members 
Mstep: Class 23 contains 9420 members 
Mstep: Class 24 contains 17522 members 
Mstep: Class 25 contains 504 members 
Mstep: Class 26 contains 28677 members 
Mstep: Class 27 contains 3195 members 
Mstep: Class 28 contains 16105 members 
Mstep: Class 29 contains 38035 members 
Mstep: Class 30 contains 19837 members 
Mstep: Class 31 contains 35623 members 
Mstep: Class 32 contains 3345 members 
Mstep: Class 33 contains 6321 members 
Mstep: Class 34 contains 11238 members 
Mstep: Class 35 contains 17774 members 
Mstep: Class 36 contains 12093 members 
Mstep: Class 37 contains 2762 members 
Mstep: Class 38 contains 17315 members 
Mstep: Class 39 contains 4337 members 
Mstep: Class 40 contains 2983 members 
Mstep: Class 41 contains 9621 members 
Mstep: Class 42 contains 7152 members 
Mstep: Class 43 contains 27461 members 
Mstep: Class 44 contains 4307 members 
Mstep: Class 45 contains 21745 members 
Mstep: Class 46 contains 9389 members 
Mstep: Class 47 contains 1770 members 
Mstep: Class 48 contains 21112 members 
Mstep: Class 49 contains 35302 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100305048.000000 Penalty: 108431.960938
Iteration 181Q: 50 clusters Score -1.00305e+08 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 498 members 
Mstep: Class 3 contains 22050 members 
Mstep: Class 4 contains 3257 members 
Mstep: Class 5 contains 20487 members 
Mstep: Class 6 contains 92010 members 
Mstep: Class 7 contains 2816 members 
Mstep: Class 8 contains 149175 members 
Mstep: Class 9 contains 5009 members 
Mstep: Class 10 contains 5113 members 
Mstep: Class 11 contains 8687 members 
Mstep: Class 12 contains 2384 members 
Mstep: Class 13 contains 5163 members 
Mstep: Class 14 contains 7285 members 
Mstep: Class 15 contains 22267 members 
Mstep: Class 16 contains 5504 members 
Mstep: Class 17 contains 4328 members 
Mstep: Class 18 contains 12868 members 
Mstep: Class 19 contains 7818 members 
Mstep: Class 20 contains 4570 members 
Mstep: Class 21 contains 49027 members 
Mstep: Class 22 contains 4477 members 
Mstep: Class 23 contains 9420 members 
Mstep: Class 24 contains 17523 members 
Mstep: Class 25 contains 503 members 
Mstep: Class 26 contains 28676 members 
Mstep: Class 27 contains 3195 members 
Mstep: Class 28 contains 16104 members 
Mstep: Class 29 contains 38036 members 
Mstep: Class 30 contains 19840 members 
Mstep: Class 31 contains 35623 members 
Mstep: Class 32 contains 3345 members 
Mstep: Class 33 contains 6320 members 
Mstep: Class 34 contains 11242 members 
Mstep: Class 35 contains 17773 members 
Mstep: Class 36 contains 12094 members 
Mstep: Class 37 contains 2762 members 
Mstep: Class 38 contains 17315 members 
Mstep: Class 39 contains 4338 members 
Mstep: Class 40 contains 2983 members 
Mstep: Class 41 contains 9621 members 
Mstep: Class 42 contains 7158 members 
Mstep: Class 43 contains 27461 members 
Mstep: Class 44 contains 4307 members 
Mstep: Class 45 contains 21745 members 
Mstep: Class 46 contains 9390 members 
Mstep: Class 47 contains 1770 members 
Mstep: Class 48 contains 21118 members 
Mstep: Class 49 contains 35302 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100305040.000000 Penalty: 108431.960938
Iteration 182Q: 50 clusters Score -1.00305e+08 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 498 members 
Mstep: Class 3 contains 22049 members 
Mstep: Class 4 contains 3257 members 
Mstep: Class 5 contains 20487 members 
Mstep: Class 6 contains 92008 members 
Mstep: Class 7 contains 2816 members 
Mstep: Class 8 contains 149174 members 
Mstep: Class 9 contains 5009 members 
Mstep: Class 10 contains 5113 members 
Mstep: Class 11 contains 8687 members 
Mstep: Class 12 contains 2384 members 
Mstep: Class 13 contains 5163 members 
Mstep: Class 14 contains 7280 members 
Mstep: Class 15 contains 22267 members 
Mstep: Class 16 contains 5505 members 
Mstep: Class 17 contains 4330 members 
Mstep: Class 18 contains 12868 members 
Mstep: Class 19 contains 7817 members 
Mstep: Class 20 contains 4570 members 
Mstep: Class 21 contains 49013 members 
Mstep: Class 22 contains 4477 members 
Mstep: Class 23 contains 9419 members 
Mstep: Class 24 contains 17526 members 
Mstep: Class 25 contains 503 members 
Mstep: Class 26 contains 28675 members 
Mstep: Class 27 contains 3195 members 
Mstep: Class 28 contains 16101 members 
Mstep: Class 29 contains 38041 members 
Mstep: Class 30 contains 19844 members 
Mstep: Class 31 contains 35622 members 
Mstep: Class 32 contains 3345 members 
Mstep: Class 33 contains 6320 members 
Mstep: Class 34 contains 11245 members 
Mstep: Class 35 contains 17773 members 
Mstep: Class 36 contains 12095 members 
Mstep: Class 37 contains 2763 members 
Mstep: Class 38 contains 17315 members 
Mstep: Class 39 contains 4340 members 
Mstep: Class 40 contains 2983 members 
Mstep: Class 41 contains 9619 members 
Mstep: Class 42 contains 7163 members 
Mstep: Class 43 contains 27458 members 
Mstep: Class 44 contains 4307 members 
Mstep: Class 45 contains 21745 members 
Mstep: Class 46 contains 9390 members 
Mstep: Class 47 contains 1769 members 
Mstep: Class 48 contains 21127 members 
Mstep: Class 49 contains 35302 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100304992.000000 Penalty: 108431.960938
Iteration 183Q: 50 clusters Score -1.00305e+08 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 498 members 
Mstep: Class 3 contains 22050 members 
Mstep: Class 4 contains 3257 members 
Mstep: Class 5 contains 20486 members 
Mstep: Class 6 contains 92011 members 
Mstep: Class 7 contains 2816 members 
Mstep: Class 8 contains 149174 members 
Mstep: Class 9 contains 5009 members 
Mstep: Class 10 contains 5113 members 
Mstep: Class 11 contains 8687 members 
Mstep: Class 12 contains 2384 members 
Mstep: Class 13 contains 5163 members 
Mstep: Class 14 contains 7278 members 
Mstep: Class 15 contains 22267 members 
Mstep: Class 16 contains 5505 members 
Mstep: Class 17 contains 4329 members 
Mstep: Class 18 contains 12868 members 
Mstep: Class 19 contains 7815 members 
Mstep: Class 20 contains 4570 members 
Mstep: Class 21 contains 48996 members 
Mstep: Class 22 contains 4477 members 
Mstep: Class 23 contains 9419 members 
Mstep: Class 24 contains 17527 members 
Mstep: Class 25 contains 503 members 
Mstep: Class 26 contains 28674 members 
Mstep: Class 27 contains 3195 members 
Mstep: Class 28 contains 16100 members 
Mstep: Class 29 contains 38042 members 
Mstep: Class 30 contains 19844 members 
Mstep: Class 31 contains 35621 members 
Mstep: Class 32 contains 3345 members 
Mstep: Class 33 contains 6321 members 
Mstep: Class 34 contains 11246 members 
Mstep: Class 35 contains 17774 members 
Mstep: Class 36 contains 12095 members 
Mstep: Class 37 contains 2764 members 
Mstep: Class 38 contains 17314 members 
Mstep: Class 39 contains 4341 members 
Mstep: Class 40 contains 2983 members 
Mstep: Class 41 contains 9620 members 
Mstep: Class 42 contains 7168 members 
Mstep: Class 43 contains 27463 members 
Mstep: Class 44 contains 4307 members 
Mstep: Class 45 contains 21745 members 
Mstep: Class 46 contains 9390 members 
Mstep: Class 47 contains 1769 members 
Mstep: Class 48 contains 21132 members 
Mstep: Class 49 contains 35302 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100304992.000000 Penalty: 108431.960938
Iteration 184Q: 50 clusters Score -1.00305e+08 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 498 members 
Mstep: Class 3 contains 22049 members 
Mstep: Class 4 contains 3257 members 
Mstep: Class 5 contains 20486 members 
Mstep: Class 6 contains 92011 members 
Mstep: Class 7 contains 2816 members 
Mstep: Class 8 contains 149175 members 
Mstep: Class 9 contains 5009 members 
Mstep: Class 10 contains 5113 members 
Mstep: Class 11 contains 8687 members 
Mstep: Class 12 contains 2384 members 
Mstep: Class 13 contains 5163 members 
Mstep: Class 14 contains 7277 members 
Mstep: Class 15 contains 22267 members 
Mstep: Class 16 contains 5505 members 
Mstep: Class 17 contains 4329 members 
Mstep: Class 18 contains 12868 members 
Mstep: Class 19 contains 7815 members 
Mstep: Class 20 contains 4570 members 
Mstep: Class 21 contains 48990 members 
Mstep: Class 22 contains 4478 members 
Mstep: Class 23 contains 9419 members 
Mstep: Class 24 contains 17527 members 
Mstep: Class 25 contains 503 members 
Mstep: Class 26 contains 28672 members 
Mstep: Class 27 contains 3195 members 
Mstep: Class 28 contains 16100 members 
Mstep: Class 29 contains 38041 members 
Mstep: Class 30 contains 19847 members 
Mstep: Class 31 contains 35620 members 
Mstep: Class 32 contains 3345 members 
Mstep: Class 33 contains 6321 members 
Mstep: Class 34 contains 11245 members 
Mstep: Class 35 contains 17774 members 
Mstep: Class 36 contains 12095 members 
Mstep: Class 37 contains 2764 members 
Mstep: Class 38 contains 17314 members 
Mstep: Class 39 contains 4341 members 
Mstep: Class 40 contains 2983 members 
Mstep: Class 41 contains 9620 members 
Mstep: Class 42 contains 7172 members 
Mstep: Class 43 contains 27460 members 
Mstep: Class 44 contains 4307 members 
Mstep: Class 45 contains 21745 members 
Mstep: Class 46 contains 9390 members 
Mstep: Class 47 contains 1769 members 
Mstep: Class 48 contains 21140 members 
Mstep: Class 49 contains 35301 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100304976.000000 Penalty: 108431.960938
Iteration 185Q: 50 clusters Score -1.00305e+08 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 498 members 
Mstep: Class 3 contains 22052 members 
Mstep: Class 4 contains 3257 members 
Mstep: Class 5 contains 20486 members 
Mstep: Class 6 contains 92011 members 
Mstep: Class 7 contains 2816 members 
Mstep: Class 8 contains 149175 members 
Mstep: Class 9 contains 5009 members 
Mstep: Class 10 contains 5113 members 
Mstep: Class 11 contains 8687 members 
Mstep: Class 12 contains 2384 members 
Mstep: Class 13 contains 5163 members 
Mstep: Class 14 contains 7274 members 
Mstep: Class 15 contains 22267 members 
Mstep: Class 16 contains 5505 members 
Mstep: Class 17 contains 4329 members 
Mstep: Class 18 contains 12868 members 
Mstep: Class 19 contains 7815 members 
Mstep: Class 20 contains 4570 members 
Mstep: Class 21 contains 48983 members 
Mstep: Class 22 contains 4478 members 
Mstep: Class 23 contains 9419 members 
Mstep: Class 24 contains 17528 members 
Mstep: Class 25 contains 503 members 
Mstep: Class 26 contains 28671 members 
Mstep: Class 27 contains 3195 members 
Mstep: Class 28 contains 16099 members 
Mstep: Class 29 contains 38042 members 
Mstep: Class 30 contains 19847 members 
Mstep: Class 31 contains 35620 members 
Mstep: Class 32 contains 3345 members 
Mstep: Class 33 contains 6321 members 
Mstep: Class 34 contains 11247 members 
Mstep: Class 35 contains 17778 members 
Mstep: Class 36 contains 12095 members 
Mstep: Class 37 contains 2764 members 
Mstep: Class 38 contains 17314 members 
Mstep: Class 39 contains 4341 members 
Mstep: Class 40 contains 2983 members 
Mstep: Class 41 contains 9620 members 
Mstep: Class 42 contains 7175 members 
Mstep: Class 43 contains 27454 members 
Mstep: Class 44 contains 4307 members 
Mstep: Class 45 contains 21745 members 
Mstep: Class 46 contains 9390 members 
Mstep: Class 47 contains 1769 members 
Mstep: Class 48 contains 21142 members 
Mstep: Class 49 contains 35303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100305056.000000 Penalty: 108431.960938
Iteration 186Q: 50 clusters Score -1.003051e+08 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 498 members 
Mstep: Class 3 contains 22056 members 
Mstep: Class 4 contains 3257 members 
Mstep: Class 5 contains 20488 members 
Mstep: Class 6 contains 92012 members 
Mstep: Class 7 contains 2816 members 
Mstep: Class 8 contains 149175 members 
Mstep: Class 9 contains 5008 members 
Mstep: Class 10 contains 5113 members 
Mstep: Class 11 contains 8687 members 
Mstep: Class 12 contains 2384 members 
Mstep: Class 13 contains 5163 members 
Mstep: Class 14 contains 7272 members 
Mstep: Class 15 contains 22267 members 
Mstep: Class 16 contains 5505 members 
Mstep: Class 17 contains 4328 members 
Mstep: Class 18 contains 12868 members 
Mstep: Class 19 contains 7815 members 
Mstep: Class 20 contains 4570 members 
Mstep: Class 21 contains 48972 members 
Mstep: Class 22 contains 4478 members 
Mstep: Class 23 contains 9419 members 
Mstep: Class 24 contains 17528 members 
Mstep: Class 25 contains 503 members 
Mstep: Class 26 contains 28671 members 
Mstep: Class 27 contains 3195 members 
Mstep: Class 28 contains 16096 members 
Mstep: Class 29 contains 38043 members 
Mstep: Class 30 contains 19846 members 
Mstep: Class 31 contains 35620 members 
Mstep: Class 32 contains 3345 members 
Mstep: Class 33 contains 6322 members 
Mstep: Class 34 contains 11249 members 
Mstep: Class 35 contains 17778 members 
Mstep: Class 36 contains 12095 members 
Mstep: Class 37 contains 2764 members 
Mstep: Class 38 contains 17314 members 
Mstep: Class 39 contains 4342 members 
Mstep: Class 40 contains 2983 members 
Mstep: Class 41 contains 9620 members 
Mstep: Class 42 contains 7179 members 
Mstep: Class 43 contains 27453 members 
Mstep: Class 44 contains 4307 members 
Mstep: Class 45 contains 21745 members 
Mstep: Class 46 contains 9390 members 
Mstep: Class 47 contains 1769 members 
Mstep: Class 48 contains 21144 members 
Mstep: Class 49 contains 35305 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100304976.000000 Penalty: 108431.960938
Iteration 187Q: 50 clusters Score -1.00305e+08 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 498 members 
Mstep: Class 3 contains 22056 members 
Mstep: Class 4 contains 3257 members 
Mstep: Class 5 contains 20490 members 
Mstep: Class 6 contains 92013 members 
Mstep: Class 7 contains 2816 members 
Mstep: Class 8 contains 149175 members 
Mstep: Class 9 contains 5007 members 
Mstep: Class 10 contains 5112 members 
Mstep: Class 11 contains 8687 members 
Mstep: Class 12 contains 2384 members 
Mstep: Class 13 contains 5163 members 
Mstep: Class 14 contains 7274 members 
Mstep: Class 15 contains 22267 members 
Mstep: Class 16 contains 5505 members 
Mstep: Class 17 contains 4328 members 
Mstep: Class 18 contains 12868 members 
Mstep: Class 19 contains 7816 members 
Mstep: Class 20 contains 4569 members 
Mstep: Class 21 contains 48963 members 
Mstep: Class 22 contains 4478 members 
Mstep: Class 23 contains 9420 members 
Mstep: Class 24 contains 17528 members 
Mstep: Class 25 contains 503 members 
Mstep: Class 26 contains 28671 members 
Mstep: Class 27 contains 3195 members 
Mstep: Class 28 contains 16093 members 
Mstep: Class 29 contains 38043 members 
Mstep: Class 30 contains 19845 members 
Mstep: Class 31 contains 35620 members 
Mstep: Class 32 contains 3345 members 
Mstep: Class 33 contains 6322 members 
Mstep: Class 34 contains 11250 members 
Mstep: Class 35 contains 17778 members 
Mstep: Class 36 contains 12095 members 
Mstep: Class 37 contains 2764 members 
Mstep: Class 38 contains 17314 members 
Mstep: Class 39 contains 4342 members 
Mstep: Class 40 contains 2983 members 
Mstep: Class 41 contains 9620 members 
Mstep: Class 42 contains 7180 members 
Mstep: Class 43 contains 27453 members 
Mstep: Class 44 contains 4307 members 
Mstep: Class 45 contains 21745 members 
Mstep: Class 46 contains 9391 members 
Mstep: Class 47 contains 1769 members 
Mstep: Class 48 contains 21149 members 
Mstep: Class 49 contains 35306 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100304960.000000 Penalty: 108431.960938
Iteration 188Q: 50 clusters Score -1.00305e+08 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 498 members 
Mstep: Class 3 contains 22056 members 
Mstep: Class 4 contains 3257 members 
Mstep: Class 5 contains 20489 members 
Mstep: Class 6 contains 92014 members 
Mstep: Class 7 contains 2816 members 
Mstep: Class 8 contains 149176 members 
Mstep: Class 9 contains 5006 members 
Mstep: Class 10 contains 5112 members 
Mstep: Class 11 contains 8687 members 
Mstep: Class 12 contains 2384 members 
Mstep: Class 13 contains 5163 members 
Mstep: Class 14 contains 7275 members 
Mstep: Class 15 contains 22267 members 
Mstep: Class 16 contains 5505 members 
Mstep: Class 17 contains 4328 members 
Mstep: Class 18 contains 12868 members 
Mstep: Class 19 contains 7816 members 
Mstep: Class 20 contains 4569 members 
Mstep: Class 21 contains 48956 members 
Mstep: Class 22 contains 4478 members 
Mstep: Class 23 contains 9419 members 
Mstep: Class 24 contains 17528 members 
Mstep: Class 25 contains 503 members 
Mstep: Class 26 contains 28671 members 
Mstep: Class 27 contains 3195 members 
Mstep: Class 28 contains 16095 members 
Mstep: Class 29 contains 38042 members 
Mstep: Class 30 contains 19847 members 
Mstep: Class 31 contains 35620 members 
Mstep: Class 32 contains 3345 members 
Mstep: Class 33 contains 6322 members 
Mstep: Class 34 contains 11251 members 
Mstep: Class 35 contains 17778 members 
Mstep: Class 36 contains 12095 members 
Mstep: Class 37 contains 2763 members 
Mstep: Class 38 contains 17315 members 
Mstep: Class 39 contains 4342 members 
Mstep: Class 40 contains 2983 members 
Mstep: Class 41 contains 9619 members 
Mstep: Class 42 contains 7181 members 
Mstep: Class 43 contains 27452 members 
Mstep: Class 44 contains 4307 members 
Mstep: Class 45 contains 21745 members 
Mstep: Class 46 contains 9391 members 
Mstep: Class 47 contains 1769 members 
Mstep: Class 48 contains 21152 members 
Mstep: Class 49 contains 35307 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100305008.000000 Penalty: 108431.960938
Iteration 189Q: 50 clusters Score -1.00305e+08 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 498 members 
Mstep: Class 3 contains 22057 members 
Mstep: Class 4 contains 3257 members 
Mstep: Class 5 contains 20491 members 
Mstep: Class 6 contains 92016 members 
Mstep: Class 7 contains 2816 members 
Mstep: Class 8 contains 149176 members 
Mstep: Class 9 contains 5007 members 
Mstep: Class 10 contains 5113 members 
Mstep: Class 11 contains 8687 members 
Mstep: Class 12 contains 2384 members 
Mstep: Class 13 contains 5163 members 
Mstep: Class 14 contains 7275 members 
Mstep: Class 15 contains 22267 members 
Mstep: Class 16 contains 5505 members 
Mstep: Class 17 contains 4328 members 
Mstep: Class 18 contains 12868 members 
Mstep: Class 19 contains 7816 members 
Mstep: Class 20 contains 4569 members 
Mstep: Class 21 contains 48945 members 
Mstep: Class 22 contains 4479 members 
Mstep: Class 23 contains 9418 members 
Mstep: Class 24 contains 17528 members 
Mstep: Class 25 contains 503 members 
Mstep: Class 26 contains 28670 members 
Mstep: Class 27 contains 3195 members 
Mstep: Class 28 contains 16093 members 
Mstep: Class 29 contains 38041 members 
Mstep: Class 30 contains 19850 members 
Mstep: Class 31 contains 35620 members 
Mstep: Class 32 contains 3345 members 
Mstep: Class 33 contains 6321 members 
Mstep: Class 34 contains 11252 members 
Mstep: Class 35 contains 17778 members 
Mstep: Class 36 contains 12095 members 
Mstep: Class 37 contains 2763 members 
Mstep: Class 38 contains 17315 members 
Mstep: Class 39 contains 4342 members 
Mstep: Class 40 contains 2983 members 
Mstep: Class 41 contains 9618 members 
Mstep: Class 42 contains 7183 members 
Mstep: Class 43 contains 27456 members 
Mstep: Class 44 contains 4307 members 
Mstep: Class 45 contains 21745 members 
Mstep: Class 46 contains 9391 members 
Mstep: Class 47 contains 1769 members 
Mstep: Class 48 contains 21154 members 
Mstep: Class 49 contains 35305 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100305080.000000 Penalty: 108431.960938
Iteration 190Q: 50 clusters Score -1.003051e+08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 498 members 
Mstep: Class 3 contains 22057 members 
Mstep: Class 4 contains 3257 members 
Mstep: Class 5 contains 20491 members 
Mstep: Class 6 contains 92017 members 
Mstep: Class 7 contains 2817 members 
Mstep: Class 8 contains 149176 members 
Mstep: Class 9 contains 5007 members 
Mstep: Class 10 contains 5114 members 
Mstep: Class 11 contains 8687 members 
Mstep: Class 12 contains 2384 members 
Mstep: Class 13 contains 5163 members 
Mstep: Class 14 contains 7275 members 
Mstep: Class 15 contains 22267 members 
Mstep: Class 16 contains 5505 members 
Mstep: Class 17 contains 4328 members 
Mstep: Class 18 contains 12868 members 
Mstep: Class 19 contains 7816 members 
Mstep: Class 20 contains 4569 members 
Mstep: Class 21 contains 48936 members 
Mstep: Class 22 contains 4479 members 
Mstep: Class 23 contains 9418 members 
Mstep: Class 24 contains 17528 members 
Mstep: Class 25 contains 503 members 
Mstep: Class 26 contains 28670 members 
Mstep: Class 27 contains 3195 members 
Mstep: Class 28 contains 16091 members 
Mstep: Class 29 contains 38039 members 
Mstep: Class 30 contains 19854 members 
Mstep: Class 31 contains 35620 members 
Mstep: Class 32 contains 3345 members 
Mstep: Class 33 contains 6321 members 
Mstep: Class 34 contains 11252 members 
Mstep: Class 35 contains 17779 members 
Mstep: Class 36 contains 12095 members 
Mstep: Class 37 contains 2763 members 
Mstep: Class 38 contains 17315 members 
Mstep: Class 39 contains 4342 members 
Mstep: Class 40 contains 2983 members 
Mstep: Class 41 contains 9617 members 
Mstep: Class 42 contains 7183 members 
Mstep: Class 43 contains 27462 members 
Mstep: Class 44 contains 4307 members 
Mstep: Class 45 contains 21745 members 
Mstep: Class 46 contains 9391 members 
Mstep: Class 47 contains 1769 members 
Mstep: Class 48 contains 21156 members 
Mstep: Class 49 contains 35303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100305088.000000 Penalty: 108431.960938
Iteration 191Q: 50 clusters Score -1.003051e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 498 members 
Mstep: Class 3 contains 22058 members 
Mstep: Class 4 contains 3257 members 
Mstep: Class 5 contains 20491 members 
Mstep: Class 6 contains 92017 members 
Mstep: Class 7 contains 2817 members 
Mstep: Class 8 contains 149177 members 
Mstep: Class 9 contains 5007 members 
Mstep: Class 10 contains 5113 members 
Mstep: Class 11 contains 8687 members 
Mstep: Class 12 contains 2384 members 
Mstep: Class 13 contains 5163 members 
Mstep: Class 14 contains 7275 members 
Mstep: Class 15 contains 22267 members 
Mstep: Class 16 contains 5505 members 
Mstep: Class 17 contains 4328 members 
Mstep: Class 18 contains 12868 members 
Mstep: Class 19 contains 7816 members 
Mstep: Class 20 contains 4569 members 
Mstep: Class 21 contains 48925 members 
Mstep: Class 22 contains 4479 members 
Mstep: Class 23 contains 9418 members 
Mstep: Class 24 contains 17528 members 
Mstep: Class 25 contains 503 members 
Mstep: Class 26 contains 28670 members 
Mstep: Class 27 contains 3195 members 
Mstep: Class 28 contains 16090 members 
Mstep: Class 29 contains 38040 members 
Mstep: Class 30 contains 19856 members 
Mstep: Class 31 contains 35619 members 
Mstep: Class 32 contains 3345 members 
Mstep: Class 33 contains 6321 members 
Mstep: Class 34 contains 11252 members 
Mstep: Class 35 contains 17779 members 
Mstep: Class 36 contains 12095 members 
Mstep: Class 37 contains 2763 members 
Mstep: Class 38 contains 17315 members 
Mstep: Class 39 contains 4342 members 
Mstep: Class 40 contains 2982 members 
Mstep: Class 41 contains 9618 members 
Mstep: Class 42 contains 7183 members 
Mstep: Class 43 contains 27469 members 
Mstep: Class 44 contains 4307 members 
Mstep: Class 45 contains 21745 members 
Mstep: Class 46 contains 9391 members 
Mstep: Class 47 contains 1769 members 
Mstep: Class 48 contains 21158 members 
Mstep: Class 49 contains 35303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100305056.000000 Penalty: 108431.960938
Iteration 192Q: 50 clusters Score -1.003051e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 498 members 
Mstep: Class 3 contains 22058 members 
Mstep: Class 4 contains 3257 members 
Mstep: Class 5 contains 20491 members 
Mstep: Class 6 contains 92016 members 
Mstep: Class 7 contains 2817 members 
Mstep: Class 8 contains 149177 members 
Mstep: Class 9 contains 5007 members 
Mstep: Class 10 contains 5112 members 
Mstep: Class 11 contains 8687 members 
Mstep: Class 12 contains 2384 members 
Mstep: Class 13 contains 5164 members 
Mstep: Class 14 contains 7276 members 
Mstep: Class 15 contains 22267 members 
Mstep: Class 16 contains 5505 members 
Mstep: Class 17 contains 4328 members 
Mstep: Class 18 contains 12868 members 
Mstep: Class 19 contains 7816 members 
Mstep: Class 20 contains 4569 members 
Mstep: Class 21 contains 48919 members 
Mstep: Class 22 contains 4479 members 
Mstep: Class 23 contains 9417 members 
Mstep: Class 24 contains 17528 members 
Mstep: Class 25 contains 503 members 
Mstep: Class 26 contains 28670 members 
Mstep: Class 27 contains 3195 members 
Mstep: Class 28 contains 16090 members 
Mstep: Class 29 contains 38039 members 
Mstep: Class 30 contains 19855 members 
Mstep: Class 31 contains 35619 members 
Mstep: Class 32 contains 3345 members 
Mstep: Class 33 contains 6321 members 
Mstep: Class 34 contains 11252 members 
Mstep: Class 35 contains 17779 members 
Mstep: Class 36 contains 12095 members 
Mstep: Class 37 contains 2763 members 
Mstep: Class 38 contains 17315 members 
Mstep: Class 39 contains 4342 members 
Mstep: Class 40 contains 2981 members 
Mstep: Class 41 contains 9618 members 
Mstep: Class 42 contains 7183 members 
Mstep: Class 43 contains 27477 members 
Mstep: Class 44 contains 4307 members 
Mstep: Class 45 contains 21745 members 
Mstep: Class 46 contains 9391 members 
Mstep: Class 47 contains 1769 members 
Mstep: Class 48 contains 21158 members 
Mstep: Class 49 contains 35305 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100305088.000000 Penalty: 108431.960938
Iteration 193Q: 50 clusters Score -1.003051e+08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 498 members 
Mstep: Class 3 contains 22059 members 
Mstep: Class 4 contains 3257 members 
Mstep: Class 5 contains 20491 members 
Mstep: Class 6 contains 92016 members 
Mstep: Class 7 contains 2817 members 
Mstep: Class 8 contains 149177 members 
Mstep: Class 9 contains 5007 members 
Mstep: Class 10 contains 5111 members 
Mstep: Class 11 contains 8687 members 
Mstep: Class 12 contains 2384 members 
Mstep: Class 13 contains 5165 members 
Mstep: Class 14 contains 7277 members 
Mstep: Class 15 contains 22267 members 
Mstep: Class 16 contains 5505 members 
Mstep: Class 17 contains 4328 members 
Mstep: Class 18 contains 12868 members 
Mstep: Class 19 contains 7816 members 
Mstep: Class 20 contains 4569 members 
Mstep: Class 21 contains 48911 members 
Mstep: Class 22 contains 4479 members 
Mstep: Class 23 contains 9417 members 
Mstep: Class 24 contains 17528 members 
Mstep: Class 25 contains 503 members 
Mstep: Class 26 contains 28670 members 
Mstep: Class 27 contains 3195 members 
Mstep: Class 28 contains 16090 members 
Mstep: Class 29 contains 38036 members 
Mstep: Class 30 contains 19856 members 
Mstep: Class 31 contains 35618 members 
Mstep: Class 32 contains 3345 members 
Mstep: Class 33 contains 6321 members 
Mstep: Class 34 contains 11252 members 
Mstep: Class 35 contains 17779 members 
Mstep: Class 36 contains 12095 members 
Mstep: Class 37 contains 2763 members 
Mstep: Class 38 contains 17315 members 
Mstep: Class 39 contains 4342 members 
Mstep: Class 40 contains 2981 members 
Mstep: Class 41 contains 9618 members 
Mstep: Class 42 contains 7183 members 
Mstep: Class 43 contains 27484 members 
Mstep: Class 44 contains 4307 members 
Mstep: Class 45 contains 21745 members 
Mstep: Class 46 contains 9391 members 
Mstep: Class 47 contains 1769 members 
Mstep: Class 48 contains 21159 members 
Mstep: Class 49 contains 35306 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100305096.000000 Penalty: 108431.960938
Iteration 194Q: 50 clusters Score -1.003051e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 498 members 
Mstep: Class 3 contains 22060 members 
Mstep: Class 4 contains 3257 members 
Mstep: Class 5 contains 20492 members 
Mstep: Class 6 contains 92017 members 
Mstep: Class 7 contains 2817 members 
Mstep: Class 8 contains 149177 members 
Mstep: Class 9 contains 5007 members 
Mstep: Class 10 contains 5111 members 
Mstep: Class 11 contains 8687 members 
Mstep: Class 12 contains 2384 members 
Mstep: Class 13 contains 5164 members 
Mstep: Class 14 contains 7276 members 
Mstep: Class 15 contains 22267 members 
Mstep: Class 16 contains 5505 members 
Mstep: Class 17 contains 4328 members 
Mstep: Class 18 contains 12868 members 
Mstep: Class 19 contains 7816 members 
Mstep: Class 20 contains 4569 members 
Mstep: Class 21 contains 48905 members 
Mstep: Class 22 contains 4479 members 
Mstep: Class 23 contains 9417 members 
Mstep: Class 24 contains 17528 members 
Mstep: Class 25 contains 503 members 
Mstep: Class 26 contains 28670 members 
Mstep: Class 27 contains 3195 members 
Mstep: Class 28 contains 16090 members 
Mstep: Class 29 contains 38034 members 
Mstep: Class 30 contains 19857 members 
Mstep: Class 31 contains 35620 members 
Mstep: Class 32 contains 3345 members 
Mstep: Class 33 contains 6321 members 
Mstep: Class 34 contains 11252 members 
Mstep: Class 35 contains 17779 members 
Mstep: Class 36 contains 12095 members 
Mstep: Class 37 contains 2763 members 
Mstep: Class 38 contains 17315 members 
Mstep: Class 39 contains 4342 members 
Mstep: Class 40 contains 2981 members 
Mstep: Class 41 contains 9618 members 
Mstep: Class 42 contains 7183 members 
Mstep: Class 43 contains 27487 members 
Mstep: Class 44 contains 4307 members 
Mstep: Class 45 contains 21745 members 
Mstep: Class 46 contains 9391 members 
Mstep: Class 47 contains 1769 members 
Mstep: Class 48 contains 21159 members 
Mstep: Class 49 contains 35307 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100305096.000000 Penalty: 108431.960938
Iteration 195Q: 50 clusters Score -1.003051e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 498 members 
Mstep: Class 3 contains 22060 members 
Mstep: Class 4 contains 3257 members 
Mstep: Class 5 contains 20491 members 
Mstep: Class 6 contains 92017 members 
Mstep: Class 7 contains 2817 members 
Mstep: Class 8 contains 149177 members 
Mstep: Class 9 contains 5007 members 
Mstep: Class 10 contains 5112 members 
Mstep: Class 11 contains 8687 members 
Mstep: Class 12 contains 2384 members 
Mstep: Class 13 contains 5164 members 
Mstep: Class 14 contains 7276 members 
Mstep: Class 15 contains 22267 members 
Mstep: Class 16 contains 5505 members 
Mstep: Class 17 contains 4328 members 
Mstep: Class 18 contains 12868 members 
Mstep: Class 19 contains 7816 members 
Mstep: Class 20 contains 4569 members 
Mstep: Class 21 contains 48902 members 
Mstep: Class 22 contains 4479 members 
Mstep: Class 23 contains 9417 members 
Mstep: Class 24 contains 17528 members 
Mstep: Class 25 contains 503 members 
Mstep: Class 26 contains 28670 members 
Mstep: Class 27 contains 3195 members 
Mstep: Class 28 contains 16089 members 
Mstep: Class 29 contains 38034 members 
Mstep: Class 30 contains 19857 members 
Mstep: Class 31 contains 35621 members 
Mstep: Class 32 contains 3345 members 
Mstep: Class 33 contains 6321 members 
Mstep: Class 34 contains 11252 members 
Mstep: Class 35 contains 17779 members 
Mstep: Class 36 contains 12095 members 
Mstep: Class 37 contains 2763 members 
Mstep: Class 38 contains 17315 members 
Mstep: Class 39 contains 4342 members 
Mstep: Class 40 contains 2981 members 
Mstep: Class 41 contains 9618 members 
Mstep: Class 42 contains 7183 members 
Mstep: Class 43 contains 27491 members 
Mstep: Class 44 contains 4307 members 
Mstep: Class 45 contains 21745 members 
Mstep: Class 46 contains 9391 members 
Mstep: Class 47 contains 1769 members 
Mstep: Class 48 contains 21159 members 
Mstep: Class 49 contains 35306 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100305128.000000 Penalty: 108431.960938
Iteration 196Q: 50 clusters Score -1.003051e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 498 members 
Mstep: Class 3 contains 22060 members 
Mstep: Class 4 contains 3257 members 
Mstep: Class 5 contains 20491 members 
Mstep: Class 6 contains 92018 members 
Mstep: Class 7 contains 2817 members 
Mstep: Class 8 contains 149177 members 
Mstep: Class 9 contains 5007 members 
Mstep: Class 10 contains 5113 members 
Mstep: Class 11 contains 8687 members 
Mstep: Class 12 contains 2384 members 
Mstep: Class 13 contains 5164 members 
Mstep: Class 14 contains 7276 members 
Mstep: Class 15 contains 22267 members 
Mstep: Class 16 contains 5505 members 
Mstep: Class 17 contains 4328 members 
Mstep: Class 18 contains 12868 members 
Mstep: Class 19 contains 7816 members 
Mstep: Class 20 contains 4569 members 
Mstep: Class 21 contains 48901 members 
Mstep: Class 22 contains 4479 members 
Mstep: Class 23 contains 9417 members 
Mstep: Class 24 contains 17528 members 
Mstep: Class 25 contains 503 members 
Mstep: Class 26 contains 28670 members 
Mstep: Class 27 contains 3195 members 
Mstep: Class 28 contains 16086 members 
Mstep: Class 29 contains 38034 members 
Mstep: Class 30 contains 19857 members 
Mstep: Class 31 contains 35620 members 
Mstep: Class 32 contains 3345 members 
Mstep: Class 33 contains 6321 members 
Mstep: Class 34 contains 11252 members 
Mstep: Class 35 contains 17779 members 
Mstep: Class 36 contains 12095 members 
Mstep: Class 37 contains 2763 members 
Mstep: Class 38 contains 17315 members 
Mstep: Class 39 contains 4342 members 
Mstep: Class 40 contains 2981 members 
Mstep: Class 41 contains 9618 members 
Mstep: Class 42 contains 7183 members 
Mstep: Class 43 contains 27493 members 
Mstep: Class 44 contains 4307 members 
Mstep: Class 45 contains 21746 members 
Mstep: Class 46 contains 9390 members 
Mstep: Class 47 contains 1769 members 
Mstep: Class 48 contains 21160 members 
Mstep: Class 49 contains 35306 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100305088.000000 Penalty: 108431.960938
Iteration 197Q: 50 clusters Score -1.003051e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 498 members 
Mstep: Class 3 contains 22060 members 
Mstep: Class 4 contains 3257 members 
Mstep: Class 5 contains 20490 members 
Mstep: Class 6 contains 92018 members 
Mstep: Class 7 contains 2817 members 
Mstep: Class 8 contains 149177 members 
Mstep: Class 9 contains 5007 members 
Mstep: Class 10 contains 5114 members 
Mstep: Class 11 contains 8687 members 
Mstep: Class 12 contains 2384 members 
Mstep: Class 13 contains 5164 members 
Mstep: Class 14 contains 7276 members 
Mstep: Class 15 contains 22267 members 
Mstep: Class 16 contains 5505 members 
Mstep: Class 17 contains 4328 members 
Mstep: Class 18 contains 12868 members 
Mstep: Class 19 contains 7816 members 
Mstep: Class 20 contains 4569 members 
Mstep: Class 21 contains 48899 members 
Mstep: Class 22 contains 4479 members 
Mstep: Class 23 contains 9417 members 
Mstep: Class 24 contains 17528 members 
Mstep: Class 25 contains 503 members 
Mstep: Class 26 contains 28670 members 
Mstep: Class 27 contains 3195 members 
Mstep: Class 28 contains 16085 members 
Mstep: Class 29 contains 38034 members 
Mstep: Class 30 contains 19857 members 
Mstep: Class 31 contains 35619 members 
Mstep: Class 32 contains 3345 members 
Mstep: Class 33 contains 6321 members 
Mstep: Class 34 contains 11252 members 
Mstep: Class 35 contains 17779 members 
Mstep: Class 36 contains 12096 members 
Mstep: Class 37 contains 2763 members 
Mstep: Class 38 contains 17315 members 
Mstep: Class 39 contains 4342 members 
Mstep: Class 40 contains 2981 members 
Mstep: Class 41 contains 9618 members 
Mstep: Class 42 contains 7183 members 
Mstep: Class 43 contains 27496 members 
Mstep: Class 44 contains 4307 members 
Mstep: Class 45 contains 21746 members 
Mstep: Class 46 contains 9390 members 
Mstep: Class 47 contains 1769 members 
Mstep: Class 48 contains 21160 members 
Mstep: Class 49 contains 35306 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100305088.000000 Penalty: 108431.960938
Iteration 198Q: 50 clusters Score -1.003051e+08 nChanged 13
Entering ConstructFrom: 
Score: -100305088.000000 Penalty: 108431.960938
Entering ConstructFrom: 
Trying to split cluster 1 (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: -103375.648438 Penalty: 1090.657837
	Iteration 0F: 2 clusters Score -103375.6 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 411 members 
Entering Unmasked Estep 
Score: -102036.414062 Penalty: 2181.315674
	Iteration 0F: 3 clusters Score -102036.4 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -102233.531250 Penalty: 2181.315674
	Iteration 1F: 3 clusters Score -102233.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -102283.632812 Penalty: 2181.315674
	Iteration 2F: 3 clusters Score -102283.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -102316.687500 Penalty: 2181.315674
	Iteration 3Q: 3 clusters Score -102316.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -102335.203125 Penalty: 2181.315674
	Iteration 4Q: 3 clusters Score -102335.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -102343.101562 Penalty: 2181.315674
	Iteration 5Q: 3 clusters Score -102343.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -102353.187500 Penalty: 2181.315674
	Iteration 6Q: 3 clusters Score -102353.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -102363.257812 Penalty: 2181.315674
	Iteration 7Q: 3 clusters Score -102363.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -102367.257812 Penalty: 2181.315674
	Iteration 8Q: 3 clusters Score -102367.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -102369.773438 Penalty: 2181.315674
	Iteration 9Q: 3 clusters Score -102369.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -102373.148438 Penalty: 2181.315674
	Iteration 10Q: 3 clusters Score -102373.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -102374.117188 Penalty: 2181.315674
	Iteration 11Q: 3 clusters Score -102374.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -102374.117188 Penalty: 2181.315674
	Iteration 12F: 3 clusters Score -102374.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (498 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Entering Unmasked Estep 
Score: -53268.843750 Penalty: 1009.222473
	Iteration 0F: 2 clusters Score -53268.84 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 253 members 
Entering Unmasked Estep 
Score: -52361.050781 Penalty: 2018.444946
	Iteration 0F: 3 clusters Score -52361.05 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -52609.332031 Penalty: 2018.444946
	Iteration 1F: 3 clusters Score -52609.33 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -52683.898438 Penalty: 2018.444946
	Iteration 2F: 3 clusters Score -52683.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -52714.804688 Penalty: 2018.444946
	Iteration 3Q: 3 clusters Score -52714.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -52736.882812 Penalty: 2018.444946
	Iteration 4Q: 3 clusters Score -52736.88 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -52745.507812 Penalty: 2018.444946
	Iteration 5Q: 3 clusters Score -52745.51 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -52751.605469 Penalty: 2018.444946
	Iteration 6Q: 3 clusters Score -52751.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -52752.906250 Penalty: 2018.444946
	Iteration 7Q: 3 clusters Score -52752.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -52757.648438 Penalty: 2018.444946
	Iteration 8Q: 3 clusters Score -52757.65 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -52766.199219 Penalty: 2018.444946
	Iteration 9Q: 3 clusters Score -52766.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -52775.097656 Penalty: 2018.444946
	Iteration 10Q: 3 clusters Score -52775.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -52792.683594 Penalty: 2018.444946
	Iteration 11Q: 3 clusters Score -52792.68 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -52799.125000 Penalty: 2018.444946
	Iteration 12Q: 3 clusters Score -52799.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -52802.578125 Penalty: 2018.444946
	Iteration 13Q: 3 clusters Score -52802.58 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -52806.378906 Penalty: 2018.444946
	Iteration 14Q: 3 clusters Score -52806.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -52808.585938 Penalty: 2018.444946
	Iteration 15Q: 3 clusters Score -52808.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -52808.585938 Penalty: 2018.444946
	Iteration 16F: 3 clusters Score -52808.59 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (22061 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22061 members 
Entering Unmasked Estep 
Score: -2818248.000000 Penalty: 1625.254639
	Iteration 0F: 2 clusters Score -2818248 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11040 members 
Mstep: Class 2 contains 11021 members 
Entering Unmasked Estep 
Score: -2803355.250000 Penalty: 3250.509277
	Iteration 0F: 3 clusters Score -2803355 nChanged 9935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11285 members 
Mstep: Class 2 contains 10776 members 
Entering Unmasked Estep 
Score: -2808926.250000 Penalty: 3250.509277
	Iteration 1F: 3 clusters Score -2808926 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11502 members 
Mstep: Class 2 contains 10559 members 
Entering Unmasked Estep 
Score: -2809418.500000 Penalty: 3250.509277
	Iteration 2F: 3 clusters Score -2809418 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11804 members 
Mstep: Class 2 contains 10257 members 
Entering Unmasked Estep 
Score: -2809935.000000 Penalty: 3250.509277
	Iteration 3Q: 3 clusters Score -2809935 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12288 members 
Mstep: Class 2 contains 9773 members 
Entering Unmasked Estep 
Score: -2810545.250000 Penalty: 3250.509277
	Iteration 4F: 3 clusters Score -2810545 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12816 members 
Mstep: Class 2 contains 9245 members 
Entering Unmasked Estep 
Score: -2811268.250000 Penalty: 3250.509277
	Iteration 5F: 3 clusters Score -2811268 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13458 members 
Mstep: Class 2 contains 8603 members 
Entering Unmasked Estep 
Score: -2812121.500000 Penalty: 3250.509277
	Iteration 6F: 3 clusters Score -2812122 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14092 members 
Mstep: Class 2 contains 7969 members 
Entering Unmasked Estep 
Score: -2812966.500000 Penalty: 3250.509277
	Iteration 7F: 3 clusters Score -2812966 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14634 members 
Mstep: Class 2 contains 7427 members 
Entering Unmasked Estep 
Score: -2813748.750000 Penalty: 3250.509277
	Iteration 8F: 3 clusters Score -2813749 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15088 members 
Mstep: Class 2 contains 6973 members 
Entering Unmasked Estep 
Score: -2814235.750000 Penalty: 3250.509277
	Iteration 9Q: 3 clusters Score -2814236 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15494 members 
Mstep: Class 2 contains 6567 members 
Entering Unmasked Estep 
Score: -2814571.500000 Penalty: 3250.509277
	Iteration 10Q: 3 clusters Score -2814572 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15882 members 
Mstep: Class 2 contains 6179 members 
Entering Unmasked Estep 
Score: -2814792.000000 Penalty: 3250.509277
	Iteration 11Q: 3 clusters Score -2814792 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16255 members 
Mstep: Class 2 contains 5806 members 
Entering Unmasked Estep 
Score: -2814997.000000 Penalty: 3250.509277
	Iteration 12Q: 3 clusters Score -2814997 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16630 members 
Mstep: Class 2 contains 5431 members 
Entering Unmasked Estep 
Score: -2815161.250000 Penalty: 3250.509277
	Iteration 13Q: 3 clusters Score -2815161 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16981 members 
Mstep: Class 2 contains 5080 members 
Entering Unmasked Estep 
Score: -2815330.000000 Penalty: 3250.509277
	Iteration 14Q: 3 clusters Score -2815330 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17355 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -2815500.500000 Penalty: 3250.509277
	Iteration 15Q: 3 clusters Score -2815500 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17701 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -2815661.750000 Penalty: 3250.509277
	Iteration 16Q: 3 clusters Score -2815662 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18021 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -2815782.500000 Penalty: 3250.509277
	Iteration 17Q: 3 clusters Score -2815782 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18347 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -2815923.500000 Penalty: 3250.509277
	Iteration 18Q: 3 clusters Score -2815924 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18623 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -2816037.250000 Penalty: 3250.509277
	Iteration 19Q: 3 clusters Score -2816037 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18854 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -2816116.000000 Penalty: 3250.509277
	Iteration 20F: 3 clusters Score -2816116 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19067 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -2816211.500000 Penalty: 3250.509277
	Iteration 21Q: 3 clusters Score -2816212 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19286 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -2816296.250000 Penalty: 3250.509277
	Iteration 22Q: 3 clusters Score -2816296 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19486 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -2816378.250000 Penalty: 3250.509277
	Iteration 23Q: 3 clusters Score -2816378 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19677 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -2816457.750000 Penalty: 3250.509277
	Iteration 24Q: 3 clusters Score -2816458 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19852 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -2816518.000000 Penalty: 3250.509277
	Iteration 25Q: 3 clusters Score -2816518 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20005 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -2816560.500000 Penalty: 3250.509277
	Iteration 26Q: 3 clusters Score -2816560 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20132 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -2816614.750000 Penalty: 3250.509277
	Iteration 27Q: 3 clusters Score -2816615 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20263 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -2816664.500000 Penalty: 3250.509277
	Iteration 28Q: 3 clusters Score -2816664 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20391 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -2816714.250000 Penalty: 3250.509277
	Iteration 29Q: 3 clusters Score -2816714 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20519 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -2816767.250000 Penalty: 3250.509277
	Iteration 30Q: 3 clusters Score -2816767 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20624 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -2816813.250000 Penalty: 3250.509277
	Iteration 31Q: 3 clusters Score -2816813 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20729 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -2816854.000000 Penalty: 3250.509277
	Iteration 32Q: 3 clusters Score -2816854 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20812 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -2816890.000000 Penalty: 3250.509277
	Iteration 33Q: 3 clusters Score -2816890 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20877 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -2816906.750000 Penalty: 3250.509277
	Iteration 34Q: 3 clusters Score -2816907 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20927 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -2816927.500000 Penalty: 3250.509277
	Iteration 35Q: 3 clusters Score -2816928 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20977 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -2816943.500000 Penalty: 3250.509277
	Iteration 36Q: 3 clusters Score -2816944 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21018 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -2816959.250000 Penalty: 3250.509277
	Iteration 37Q: 3 clusters Score -2816959 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21052 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -2816970.750000 Penalty: 3250.509277
	Iteration 38Q: 3 clusters Score -2816971 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21085 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -2816985.500000 Penalty: 3250.509277
	Iteration 39Q: 3 clusters Score -2816986 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21113 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -2816994.250000 Penalty: 3250.509277
	Iteration 40F: 3 clusters Score -2816994 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21140 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -2817003.500000 Penalty: 3250.509277
	Iteration 41Q: 3 clusters Score -2817004 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21166 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -2817012.750000 Penalty: 3250.509277
	Iteration 42Q: 3 clusters Score -2817013 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21194 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -2817027.500000 Penalty: 3250.509277
	Iteration 43Q: 3 clusters Score -2817028 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21216 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -2817039.250000 Penalty: 3250.509277
	Iteration 44Q: 3 clusters Score -2817039 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21230 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -2817037.500000 Penalty: 3250.509277
	Iteration 45Q: 3 clusters Score -2817038 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21242 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -2817040.000000 Penalty: 3250.509277
	Iteration 46Q: 3 clusters Score -2817040 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21256 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -2817046.000000 Penalty: 3250.509277
	Iteration 47Q: 3 clusters Score -2817046 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21266 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -2817056.750000 Penalty: 3250.509277
	Iteration 48Q: 3 clusters Score -2817057 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21274 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -2817056.750000 Penalty: 3250.509277
	Iteration 49Q: 3 clusters Score -2817057 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21276 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -2817057.750000 Penalty: 3250.509277
	Iteration 50Q: 3 clusters Score -2817058 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21281 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -2817052.000000 Penalty: 3250.509277
	Iteration 51Q: 3 clusters Score -2817052 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21282 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -2817055.000000 Penalty: 3250.509277
	Iteration 52Q: 3 clusters Score -2817055 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21284 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -2817055.000000 Penalty: 3250.509277
	Iteration 53Q: 3 clusters Score -2817055 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21289 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -2817054.500000 Penalty: 3250.509277
	Iteration 54Q: 3 clusters Score -2817054 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21296 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -2817057.500000 Penalty: 3250.509277
	Iteration 55Q: 3 clusters Score -2817058 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21301 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -2817066.250000 Penalty: 3250.509277
	Iteration 56Q: 3 clusters Score -2817066 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21304 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -2817065.750000 Penalty: 3250.509277
	Iteration 57Q: 3 clusters Score -2817066 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21306 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -2817066.250000 Penalty: 3250.509277
	Iteration 58Q: 3 clusters Score -2817066 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21308 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -2817062.750000 Penalty: 3250.509277
	Iteration 59Q: 3 clusters Score -2817063 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21308 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -2817062.750000 Penalty: 3250.509277
	Iteration 60F: 3 clusters Score -2817063 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (3257 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Entering Unmasked Estep 
Score: -408759.218750 Penalty: 1314.391357
	Iteration 0F: 2 clusters Score -408759.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -405869.218750 Penalty: 2628.782715
	Iteration 0F: 3 clusters Score -405869.2 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -406626.656250 Penalty: 2628.782715
	Iteration 1F: 3 clusters Score -406626.7 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -406791.625000 Penalty: 2628.782715
	Iteration 2F: 3 clusters Score -406791.6 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -406918.875000 Penalty: 2628.782715
	Iteration 3F: 3 clusters Score -406918.9 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -407028.875000 Penalty: 2628.782715
	Iteration 4F: 3 clusters Score -407028.9 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -407129.562500 Penalty: 2628.782715
	Iteration 5Q: 3 clusters Score -407129.6 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -407240.656250 Penalty: 2628.782715
	Iteration 6Q: 3 clusters Score -407240.7 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -407345.343750 Penalty: 2628.782715
	Iteration 7Q: 3 clusters Score -407345.3 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -407432.468750 Penalty: 2628.782715
	Iteration 8Q: 3 clusters Score -407432.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -407516.718750 Penalty: 2628.782715
	Iteration 9Q: 3 clusters Score -407516.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -407591.187500 Penalty: 2628.782715
	Iteration 10Q: 3 clusters Score -407591.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -407632.375000 Penalty: 2628.782715
	Iteration 11Q: 3 clusters Score -407632.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -407662.812500 Penalty: 2628.782715
	Iteration 12Q: 3 clusters Score -407662.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -407683.156250 Penalty: 2628.782715
	Iteration 13Q: 3 clusters Score -407683.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -407695.156250 Penalty: 2628.782715
	Iteration 14Q: 3 clusters Score -407695.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -407706.781250 Penalty: 2628.782715
	Iteration 15Q: 3 clusters Score -407706.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -407716.812500 Penalty: 2628.782715
	Iteration 16Q: 3 clusters Score -407716.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -407730.812500 Penalty: 2628.782715
	Iteration 17Q: 3 clusters Score -407730.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -407741.250000 Penalty: 2628.782715
	Iteration 18Q: 3 clusters Score -407741.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -407746.687500 Penalty: 2628.782715
	Iteration 19Q: 3 clusters Score -407746.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -407750.187500 Penalty: 2628.782715
	Iteration 20F: 3 clusters Score -407750.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -407753.406250 Penalty: 2628.782715
	Iteration 21Q: 3 clusters Score -407753.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -407757.906250 Penalty: 2628.782715
	Iteration 22Q: 3 clusters Score -407757.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -407758.468750 Penalty: 2628.782715
	Iteration 23Q: 3 clusters Score -407758.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -407760.343750 Penalty: 2628.782715
	Iteration 24Q: 3 clusters Score -407760.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -407763.406250 Penalty: 2628.782715
	Iteration 25Q: 3 clusters Score -407763.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -407765.187500 Penalty: 2628.782715
	Iteration 26Q: 3 clusters Score -407765.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -407767.437500 Penalty: 2628.782715
	Iteration 27Q: 3 clusters Score -407767.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -407768.468750 Penalty: 2628.782715
	Iteration 28Q: 3 clusters Score -407768.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -407770.812500 Penalty: 2628.782715
	Iteration 29Q: 3 clusters Score -407770.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -407773.062500 Penalty: 2628.782715
	Iteration 30Q: 3 clusters Score -407773.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -407777.937500 Penalty: 2628.782715
	Iteration 31Q: 3 clusters Score -407777.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -407782.718750 Penalty: 2628.782715
	Iteration 32Q: 3 clusters Score -407782.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -407785.343750 Penalty: 2628.782715
	Iteration 33Q: 3 clusters Score -407785.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -407786.625000 Penalty: 2628.782715
	Iteration 34Q: 3 clusters Score -407786.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -407786.562500 Penalty: 2628.782715
	Iteration 35Q: 3 clusters Score -407786.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -407787.625000 Penalty: 2628.782715
	Iteration 36Q: 3 clusters Score -407787.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -407787.625000 Penalty: 2628.782715
	Iteration 37F: 3 clusters Score -407787.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (20487 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20487 members 
Entering Unmasked Estep 
Score: -2584569.750000 Penalty: 1613.226196
	Iteration 0F: 2 clusters Score -2584570 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10233 members 
Mstep: Class 2 contains 10254 members 
Entering Unmasked Estep 
Score: -2570496.250000 Penalty: 3226.452393
	Iteration 0F: 3 clusters Score -2570496 nChanged 9325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10204 members 
Mstep: Class 2 contains 10283 members 
Entering Unmasked Estep 
Score: -2575721.750000 Penalty: 3226.452393
	Iteration 1F: 3 clusters Score -2575722 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10100 members 
Mstep: Class 2 contains 10387 members 
Entering Unmasked Estep 
Score: -2576123.000000 Penalty: 3226.452393
	Iteration 2F: 3 clusters Score -2576123 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9957 members 
Mstep: Class 2 contains 10530 members 
Entering Unmasked Estep 
Score: -2576526.750000 Penalty: 3226.452393
	Iteration 3Q: 3 clusters Score -2576527 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9707 members 
Mstep: Class 2 contains 10780 members 
Entering Unmasked Estep 
Score: -2576927.500000 Penalty: 3226.452393
	Iteration 4Q: 3 clusters Score -2576928 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9335 members 
Mstep: Class 2 contains 11152 members 
Entering Unmasked Estep 
Score: -2577327.000000 Penalty: 3226.452393
	Iteration 5Q: 3 clusters Score -2577327 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8813 members 
Mstep: Class 2 contains 11674 members 
Entering Unmasked Estep 
Score: -2577869.500000 Penalty: 3226.452393
	Iteration 6F: 3 clusters Score -2577870 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8149 members 
Mstep: Class 2 contains 12338 members 
Entering Unmasked Estep 
Score: -2578505.500000 Penalty: 3226.452393
	Iteration 7F: 3 clusters Score -2578506 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7375 members 
Mstep: Class 2 contains 13112 members 
Entering Unmasked Estep 
Score: -2579272.500000 Penalty: 3226.452393
	Iteration 8F: 3 clusters Score -2579272 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6663 members 
Mstep: Class 2 contains 13824 members 
Entering Unmasked Estep 
Score: -2580066.500000 Penalty: 3226.452393
	Iteration 9F: 3 clusters Score -2580066 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5966 members 
Mstep: Class 2 contains 14521 members 
Entering Unmasked Estep 
Score: -2581013.250000 Penalty: 3226.452393
	Iteration 10F: 3 clusters Score -2581013 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5440 members 
Mstep: Class 2 contains 15047 members 
Entering Unmasked Estep 
Score: -2581683.500000 Penalty: 3226.452393
	Iteration 11Q: 3 clusters Score -2581684 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 15413 members 
Entering Unmasked Estep 
Score: -2581982.000000 Penalty: 3226.452393
	Iteration 12Q: 3 clusters Score -2581982 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 15696 members 
Entering Unmasked Estep 
Score: -2582113.000000 Penalty: 3226.452393
	Iteration 13Q: 3 clusters Score -2582113 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 15936 members 
Entering Unmasked Estep 
Score: -2582200.250000 Penalty: 3226.452393
	Iteration 14Q: 3 clusters Score -2582200 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 16139 members 
Entering Unmasked Estep 
Score: -2582256.250000 Penalty: 3226.452393
	Iteration 15Q: 3 clusters Score -2582256 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 16313 members 
Entering Unmasked Estep 
Score: -2582303.250000 Penalty: 3226.452393
	Iteration 16Q: 3 clusters Score -2582303 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 16471 members 
Entering Unmasked Estep 
Score: -2582357.000000 Penalty: 3226.452393
	Iteration 17Q: 3 clusters Score -2582357 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 16633 members 
Entering Unmasked Estep 
Score: -2582400.500000 Penalty: 3226.452393
	Iteration 18Q: 3 clusters Score -2582400 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 16800 members 
Entering Unmasked Estep 
Score: -2582451.750000 Penalty: 3226.452393
	Iteration 19Q: 3 clusters Score -2582452 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 16972 members 
Entering Unmasked Estep 
Score: -2582510.250000 Penalty: 3226.452393
	Iteration 20F: 3 clusters Score -2582510 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 17135 members 
Entering Unmasked Estep 
Score: -2582574.000000 Penalty: 3226.452393
	Iteration 21Q: 3 clusters Score -2582574 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 17281 members 
Entering Unmasked Estep 
Score: -2582606.000000 Penalty: 3226.452393
	Iteration 22Q: 3 clusters Score -2582606 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 17421 members 
Entering Unmasked Estep 
Score: -2582654.000000 Penalty: 3226.452393
	Iteration 23Q: 3 clusters Score -2582654 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 17561 members 
Entering Unmasked Estep 
Score: -2582705.750000 Penalty: 3226.452393
	Iteration 24Q: 3 clusters Score -2582706 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 17700 members 
Entering Unmasked Estep 
Score: -2582740.750000 Penalty: 3226.452393
	Iteration 25Q: 3 clusters Score -2582741 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 17814 members 
Entering Unmasked Estep 
Score: -2582775.500000 Penalty: 3226.452393
	Iteration 26Q: 3 clusters Score -2582776 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 17918 members 
Entering Unmasked Estep 
Score: -2582798.000000 Penalty: 3226.452393
	Iteration 27Q: 3 clusters Score -2582798 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 18014 members 
Entering Unmasked Estep 
Score: -2582830.000000 Penalty: 3226.452393
	Iteration 28Q: 3 clusters Score -2582830 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 18102 members 
Entering Unmasked Estep 
Score: -2582854.000000 Penalty: 3226.452393
	Iteration 29Q: 3 clusters Score -2582854 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 18174 members 
Entering Unmasked Estep 
Score: -2582870.000000 Penalty: 3226.452393
	Iteration 30Q: 3 clusters Score -2582870 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 18240 members 
Entering Unmasked Estep 
Score: -2582894.750000 Penalty: 3226.452393
	Iteration 31Q: 3 clusters Score -2582895 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 18295 members 
Entering Unmasked Estep 
Score: -2582898.750000 Penalty: 3226.452393
	Iteration 32Q: 3 clusters Score -2582899 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 18350 members 
Entering Unmasked Estep 
Score: -2582914.750000 Penalty: 3226.452393
	Iteration 33Q: 3 clusters Score -2582915 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 18411 members 
Entering Unmasked Estep 
Score: -2582928.250000 Penalty: 3226.452393
	Iteration 34Q: 3 clusters Score -2582928 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 18474 members 
Entering Unmasked Estep 
Score: -2582939.250000 Penalty: 3226.452393
	Iteration 35Q: 3 clusters Score -2582939 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 18531 members 
Entering Unmasked Estep 
Score: -2582960.250000 Penalty: 3226.452393
	Iteration 36Q: 3 clusters Score -2582960 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 18594 members 
Entering Unmasked Estep 
Score: -2582971.250000 Penalty: 3226.452393
	Iteration 37Q: 3 clusters Score -2582971 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 18643 members 
Entering Unmasked Estep 
Score: -2582984.500000 Penalty: 3226.452393
	Iteration 38Q: 3 clusters Score -2582984 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 18678 members 
Entering Unmasked Estep 
Score: -2582991.500000 Penalty: 3226.452393
	Iteration 39Q: 3 clusters Score -2582992 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 18713 members 
Entering Unmasked Estep 
Score: -2583001.000000 Penalty: 3226.452393
	Iteration 40F: 3 clusters Score -2583001 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 18754 members 
Entering Unmasked Estep 
Score: -2583007.250000 Penalty: 3226.452393
	Iteration 41Q: 3 clusters Score -2583007 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 18798 members 
Entering Unmasked Estep 
Score: -2583024.500000 Penalty: 3226.452393
	Iteration 42Q: 3 clusters Score -2583024 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 18841 members 
Entering Unmasked Estep 
Score: -2583031.750000 Penalty: 3226.452393
	Iteration 43Q: 3 clusters Score -2583032 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 18883 members 
Entering Unmasked Estep 
Score: -2583036.750000 Penalty: 3226.452393
	Iteration 44Q: 3 clusters Score -2583037 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 18920 members 
Entering Unmasked Estep 
Score: -2583049.250000 Penalty: 3226.452393
	Iteration 45Q: 3 clusters Score -2583049 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 18955 members 
Entering Unmasked Estep 
Score: -2583056.250000 Penalty: 3226.452393
	Iteration 46Q: 3 clusters Score -2583056 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 18986 members 
Entering Unmasked Estep 
Score: -2583068.750000 Penalty: 3226.452393
	Iteration 47Q: 3 clusters Score -2583069 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 19026 members 
Entering Unmasked Estep 
Score: -2583078.500000 Penalty: 3226.452393
	Iteration 48Q: 3 clusters Score -2583078 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 19067 members 
Entering Unmasked Estep 
Score: -2583091.250000 Penalty: 3226.452393
	Iteration 49Q: 3 clusters Score -2583091 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 19099 members 
Entering Unmasked Estep 
Score: -2583103.000000 Penalty: 3226.452393
	Iteration 50Q: 3 clusters Score -2583103 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 19126 members 
Entering Unmasked Estep 
Score: -2583108.500000 Penalty: 3226.452393
	Iteration 51Q: 3 clusters Score -2583108 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 19148 members 
Entering Unmasked Estep 
Score: -2583113.500000 Penalty: 3226.452393
	Iteration 52Q: 3 clusters Score -2583114 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 19165 members 
Entering Unmasked Estep 
Score: -2583111.250000 Penalty: 3226.452393
	Iteration 53Q: 3 clusters Score -2583111 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 19183 members 
Entering Unmasked Estep 
Score: -2583120.250000 Penalty: 3226.452393
	Iteration 54Q: 3 clusters Score -2583120 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 19197 members 
Entering Unmasked Estep 
Score: -2583121.750000 Penalty: 3226.452393
	Iteration 55Q: 3 clusters Score -2583122 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 19205 members 
Entering Unmasked Estep 
Score: -2583124.250000 Penalty: 3226.452393
	Iteration 56Q: 3 clusters Score -2583124 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 19218 members 
Entering Unmasked Estep 
Score: -2583128.750000 Penalty: 3226.452393
	Iteration 57Q: 3 clusters Score -2583129 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 19226 members 
Entering Unmasked Estep 
Score: -2583130.250000 Penalty: 3226.452393
	Iteration 58Q: 3 clusters Score -2583130 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 19234 members 
Entering Unmasked Estep 
Score: -2583133.750000 Penalty: 3226.452393
	Iteration 59Q: 3 clusters Score -2583134 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 19244 members 
Entering Unmasked Estep 
Score: -2583136.500000 Penalty: 3226.452393
	Iteration 60F: 3 clusters Score -2583136 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 19261 members 
Entering Unmasked Estep 
Score: -2583139.000000 Penalty: 3226.452393
	Iteration 61Q: 3 clusters Score -2583139 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 19271 members 
Entering Unmasked Estep 
Score: -2583139.500000 Penalty: 3226.452393
	Iteration 62Q: 3 clusters Score -2583140 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 19276 members 
Entering Unmasked Estep 
Score: -2583142.500000 Penalty: 3226.452393
	Iteration 63Q: 3 clusters Score -2583142 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 19280 members 
Entering Unmasked Estep 
Score: -2583142.750000 Penalty: 3226.452393
	Iteration 64Q: 3 clusters Score -2583143 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 19282 members 
Entering Unmasked Estep 
Score: -2583144.000000 Penalty: 3226.452393
	Iteration 65Q: 3 clusters Score -2583144 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 19284 members 
Entering Unmasked Estep 
Score: -2583140.500000 Penalty: 3226.452393
	Iteration 66Q: 3 clusters Score -2583140 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 19286 members 
Entering Unmasked Estep 
Score: -2583141.500000 Penalty: 3226.452393
	Iteration 67Q: 3 clusters Score -2583142 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 19289 members 
Entering Unmasked Estep 
Score: -2583143.000000 Penalty: 3226.452393
	Iteration 68Q: 3 clusters Score -2583143 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 19292 members 
Entering Unmasked Estep 
Score: -2583144.500000 Penalty: 3226.452393
	Iteration 69Q: 3 clusters Score -2583144 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 19298 members 
Entering Unmasked Estep 
Score: -2583146.750000 Penalty: 3226.452393
	Iteration 70Q: 3 clusters Score -2583147 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 19301 members 
Entering Unmasked Estep 
Score: -2583151.250000 Penalty: 3226.452393
	Iteration 71Q: 3 clusters Score -2583151 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 19303 members 
Entering Unmasked Estep 
Score: -2583153.500000 Penalty: 3226.452393
	Iteration 72Q: 3 clusters Score -2583154 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 19304 members 
Entering Unmasked Estep 
Score: -2583152.500000 Penalty: 3226.452393
	Iteration 73Q: 3 clusters Score -2583152 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 19308 members 
Entering Unmasked Estep 
Score: -2583151.250000 Penalty: 3226.452393
	Iteration 74Q: 3 clusters Score -2583151 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 19312 members 
Entering Unmasked Estep 
Score: -2583154.000000 Penalty: 3226.452393
	Iteration 75Q: 3 clusters Score -2583154 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 19317 members 
Entering Unmasked Estep 
Score: -2583155.750000 Penalty: 3226.452393
	Iteration 76Q: 3 clusters Score -2583156 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 19322 members 
Entering Unmasked Estep 
Score: -2583155.250000 Penalty: 3226.452393
	Iteration 77Q: 3 clusters Score -2583155 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 19326 members 
Entering Unmasked Estep 
Score: -2583154.750000 Penalty: 3226.452393
	Iteration 78Q: 3 clusters Score -2583155 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 19329 members 
Entering Unmasked Estep 
Score: -2583156.000000 Penalty: 3226.452393
	Iteration 79Q: 3 clusters Score -2583156 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 19330 members 
Entering Unmasked Estep 
Score: -2583156.250000 Penalty: 3226.452393
	Iteration 80F: 3 clusters Score -2583156 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 19331 members 
Entering Unmasked Estep 
Score: -2583156.500000 Penalty: 3226.452393
	Iteration 81Q: 3 clusters Score -2583156 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 19331 members 
Entering Unmasked Estep 
Score: -2583156.500000 Penalty: 3226.452393
	Iteration 82F: 3 clusters Score -2583156 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (92018 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92018 members 
Entering Unmasked Estep 
Score: -11640267.000000 Penalty: 1857.332642
	Iteration 0F: 2 clusters Score -1.164027e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46007 members 
Mstep: Class 2 contains 46011 members 
Entering Unmasked Estep 
Score: -11578806.000000 Penalty: 3714.665283
	Iteration 0F: 3 clusters Score -1.157881e+07 nChanged 44162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45069 members 
Mstep: Class 2 contains 46949 members 
Entering Unmasked Estep 
Score: -11604148.000000 Penalty: 3714.665283
	Iteration 1F: 3 clusters Score -1.160415e+07 nChanged 2893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44406 members 
Mstep: Class 2 contains 47612 members 
Entering Unmasked Estep 
Score: -11604714.000000 Penalty: 3714.665283
	Iteration 2Q: 3 clusters Score -1.160471e+07 nChanged 3164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43308 members 
Mstep: Class 2 contains 48710 members 
Entering Unmasked Estep 
Score: -11605611.000000 Penalty: 3714.665283
	Iteration 3Q: 3 clusters Score -1.160561e+07 nChanged 3602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41564 members 
Mstep: Class 2 contains 50454 members 
Entering Unmasked Estep 
Score: -11606729.000000 Penalty: 3714.665283
	Iteration 4Q: 3 clusters Score -1.160673e+07 nChanged 4396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39050 members 
Mstep: Class 2 contains 52968 members 
Entering Unmasked Estep 
Score: -11608670.000000 Penalty: 3714.665283
	Iteration 5Q: 3 clusters Score -1.160867e+07 nChanged 5355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35589 members 
Mstep: Class 2 contains 56429 members 
Entering Unmasked Estep 
Score: -11611432.000000 Penalty: 3714.665283
	Iteration 6F: 3 clusters Score -1.161143e+07 nChanged 6096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31237 members 
Mstep: Class 2 contains 60781 members 
Entering Unmasked Estep 
Score: -11615004.000000 Penalty: 3714.665283
	Iteration 7F: 3 clusters Score -1.1615e+07 nChanged 6422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26415 members 
Mstep: Class 2 contains 65603 members 
Entering Unmasked Estep 
Score: -11619117.000000 Penalty: 3714.665283
	Iteration 8F: 3 clusters Score -1.161912e+07 nChanged 5873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21694 members 
Mstep: Class 2 contains 70324 members 
Entering Unmasked Estep 
Score: -11622811.000000 Penalty: 3714.665283
	Iteration 9F: 3 clusters Score -1.162281e+07 nChanged 4994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17298 members 
Mstep: Class 2 contains 74720 members 
Entering Unmasked Estep 
Score: -11625853.000000 Penalty: 3714.665283
	Iteration 10F: 3 clusters Score -1.162585e+07 nChanged 4175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13309 members 
Mstep: Class 2 contains 78709 members 
Entering Unmasked Estep 
Score: -11628513.000000 Penalty: 3714.665283
	Iteration 11Q: 3 clusters Score -1.162851e+07 nChanged 3603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9732 members 
Mstep: Class 2 contains 82286 members 
Entering Unmasked Estep 
Score: -11630947.000000 Penalty: 3714.665283
	Iteration 12Q: 3 clusters Score -1.163095e+07 nChanged 3037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6701 members 
Mstep: Class 2 contains 85317 members 
Entering Unmasked Estep 
Score: -11633187.000000 Penalty: 3714.665283
	Iteration 13Q: 3 clusters Score -1.163319e+07 nChanged 2489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 87806 members 
Entering Unmasked Estep 
Score: -11635135.000000 Penalty: 3714.665283
	Iteration 14Q: 3 clusters Score -1.163514e+07 nChanged 1882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 89688 members 
Entering Unmasked Estep 
Score: -11636735.000000 Penalty: 3714.665283
	Iteration 15Q: 3 clusters Score -1.163674e+07 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 90796 members 
Entering Unmasked Estep 
Score: -11637641.000000 Penalty: 3714.665283
	Iteration 16Q: 3 clusters Score -1.163764e+07 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 91351 members 
Entering Unmasked Estep 
Score: -11638160.000000 Penalty: 3714.665283
	Iteration 17Q: 3 clusters Score -1.163816e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 91574 members 
Entering Unmasked Estep 
Score: -11638348.000000 Penalty: 3714.665283
	Iteration 18Q: 3 clusters Score -1.163835e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 91658 members 
Entering Unmasked Estep 
Score: -11638433.000000 Penalty: 3714.665283
	Iteration 19Q: 3 clusters Score -1.163843e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 91706 members 
Entering Unmasked Estep 
Score: -11638511.000000 Penalty: 3714.665283
	Iteration 20F: 3 clusters Score -1.163851e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 91726 members 
Entering Unmasked Estep 
Score: -11638543.000000 Penalty: 3714.665283
	Iteration 21Q: 3 clusters Score -1.163854e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 91740 members 
Entering Unmasked Estep 
Score: -11638553.000000 Penalty: 3714.665283
	Iteration 22Q: 3 clusters Score -1.163855e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 91750 members 
Entering Unmasked Estep 
Score: -11638579.000000 Penalty: 3714.665283
	Iteration 23Q: 3 clusters Score -1.163858e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 91758 members 
Entering Unmasked Estep 
Score: -11638590.000000 Penalty: 3714.665283
	Iteration 24Q: 3 clusters Score -1.163859e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 91767 members 
Entering Unmasked Estep 
Score: -11638605.000000 Penalty: 3714.665283
	Iteration 25Q: 3 clusters Score -1.16386e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 91774 members 
Entering Unmasked Estep 
Score: -11638615.000000 Penalty: 3714.665283
	Iteration 26Q: 3 clusters Score -1.163862e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 91774 members 
Entering Unmasked Estep 
Score: -11638625.000000 Penalty: 3714.665283
	Iteration 27Q: 3 clusters Score -1.163862e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 91778 members 
Entering Unmasked Estep 
Score: -11638632.000000 Penalty: 3714.665283
	Iteration 28Q: 3 clusters Score -1.163863e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 91780 members 
Entering Unmasked Estep 
Score: -11638627.000000 Penalty: 3714.665283
	Iteration 29Q: 3 clusters Score -1.163863e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 91781 members 
Entering Unmasked Estep 
Score: -11638624.000000 Penalty: 3714.665283
	Iteration 30Q: 3 clusters Score -1.163862e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 91782 members 
Entering Unmasked Estep 
Score: -11638628.000000 Penalty: 3714.665283
	Iteration 31Q: 3 clusters Score -1.163863e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 91782 members 
Entering Unmasked Estep 
Score: -11638628.000000 Penalty: 3714.665283
	Iteration 32F: 3 clusters Score -1.163863e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (2817 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Entering Unmasked Estep 
Score: -332833.875000 Penalty: 1290.807007
	Iteration 0F: 2 clusters Score -332833.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -330271.468750 Penalty: 2581.614014
	Iteration 0F: 3 clusters Score -330271.5 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -331036.625000 Penalty: 2581.614014
	Iteration 1F: 3 clusters Score -331036.6 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -331510.156250 Penalty: 2581.614014
	Iteration 2F: 3 clusters Score -331510.2 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -332013.031250 Penalty: 2581.614014
	Iteration 3F: 3 clusters Score -332013 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -332461.906250 Penalty: 2581.614014
	Iteration 4F: 3 clusters Score -332461.9 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -332849.187500 Penalty: 2581.614014
	Iteration 5F: 3 clusters Score -332849.2 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -333079.000000 Penalty: 2581.614014
	Iteration 6F: 3 clusters Score -333079 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -333227.437500 Penalty: 2581.614014
	Iteration 7Q: 3 clusters Score -333227.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -333331.593750 Penalty: 2581.614014
	Iteration 8Q: 3 clusters Score -333331.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -333417.812500 Penalty: 2581.614014
	Iteration 9Q: 3 clusters Score -333417.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -333467.156250 Penalty: 2581.614014
	Iteration 10Q: 3 clusters Score -333467.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -333507.687500 Penalty: 2581.614014
	Iteration 11Q: 3 clusters Score -333507.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -333528.375000 Penalty: 2581.614014
	Iteration 12Q: 3 clusters Score -333528.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -333538.625000 Penalty: 2581.614014
	Iteration 13Q: 3 clusters Score -333538.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -333542.218750 Penalty: 2581.614014
	Iteration 14Q: 3 clusters Score -333542.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -333546.343750 Penalty: 2581.614014
	Iteration 15Q: 3 clusters Score -333546.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -333547.531250 Penalty: 2581.614014
	Iteration 16Q: 3 clusters Score -333547.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -333548.312500 Penalty: 2581.614014
	Iteration 17Q: 3 clusters Score -333548.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -333547.875000 Penalty: 2581.614014
	Iteration 18Q: 3 clusters Score -333547.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -333549.031250 Penalty: 2581.614014
	Iteration 19Q: 3 clusters Score -333549 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -333549.031250 Penalty: 2581.614014
	Iteration 20F: 3 clusters Score -333549 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 498 members 
Mstep: Class 3 contains 22061 members 
Mstep: Class 4 contains 3257 members 
Mstep: Class 5 contains 20487 members 
Mstep: Class 6 contains 92018 members 
Mstep: Class 7 contains 1711 members 
Mstep: Class 8 contains 149178 members 
Mstep: Class 9 contains 5007 members 
Mstep: Class 10 contains 5114 members 
Mstep: Class 11 contains 8687 members 
Mstep: Class 12 contains 2384 members 
Mstep: Class 13 contains 5164 members 
Mstep: Class 14 contains 7276 members 
Mstep: Class 15 contains 22267 members 
Mstep: Class 16 contains 5505 members 
Mstep: Class 17 contains 4328 members 
Mstep: Class 18 contains 12868 members 
Mstep: Class 19 contains 7817 members 
Mstep: Class 20 contains 4569 members 
Mstep: Class 21 contains 48897 members 
Mstep: Class 22 contains 4479 members 
Mstep: Class 23 contains 9417 members 
Mstep: Class 24 contains 17528 members 
Mstep: Class 25 contains 503 members 
Mstep: Class 26 contains 28670 members 
Mstep: Class 27 contains 3195 members 
Mstep: Class 28 contains 16084 members 
Mstep: Class 29 contains 38033 members 
Mstep: Class 30 contains 19857 members 
Mstep: Class 31 contains 35622 members 
Mstep: Class 32 contains 3345 members 
Mstep: Class 33 contains 6321 members 
Mstep: Class 34 contains 11252 members 
Mstep: Class 35 contains 17779 members 
Mstep: Class 36 contains 12096 members 
Mstep: Class 37 contains 2763 members 
Mstep: Class 38 contains 17315 members 
Mstep: Class 39 contains 4342 members 
Mstep: Class 40 contains 2981 members 
Mstep: Class 41 contains 9618 members 
Mstep: Class 42 contains 7183 members 
Mstep: Class 43 contains 27494 members 
Mstep: Class 44 contains 4307 members 
Mstep: Class 45 contains 21746 members 
Mstep: Class 46 contains 9390 members 
Mstep: Class 47 contains 1769 members 
Mstep: Class 48 contains 21163 members 
Mstep: Class 49 contains 35306 members 
Mstep: Class 50 contains 1106 members 
Entering Unmasked Estep 
Score: -100304824.000000 Penalty: 110644.859375
Splitting cluster 7 changes total score from -100305088.000000 to -100304824.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (149178 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149178 members 
Entering Unmasked Estep 
Score: -19142906.000000 Penalty: 1935.845459
	Iteration 0F: 2 clusters Score -1.914291e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74319 members 
Mstep: Class 2 contains 74859 members 
Entering Unmasked Estep 
Score: -19061720.000000 Penalty: 3871.690918
	Iteration 0F: 3 clusters Score -1.906172e+07 nChanged 71780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69793 members 
Mstep: Class 2 contains 79385 members 
Entering Unmasked Estep 
Score: -19103806.000000 Penalty: 3871.690918
	Iteration 1F: 3 clusters Score -1.910381e+07 nChanged 5062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66867 members 
Mstep: Class 2 contains 82311 members 
Entering Unmasked Estep 
Score: -19104914.000000 Penalty: 3871.690918
	Iteration 2Q: 3 clusters Score -1.910491e+07 nChanged 6062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62645 members 
Mstep: Class 2 contains 86533 members 
Entering Unmasked Estep 
Score: -19106626.000000 Penalty: 3871.690918
	Iteration 3Q: 3 clusters Score -1.910663e+07 nChanged 7478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56885 members 
Mstep: Class 2 contains 92293 members 
Entering Unmasked Estep 
Score: -19109316.000000 Penalty: 3871.690918
	Iteration 4F: 3 clusters Score -1.910932e+07 nChanged 8859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49776 members 
Mstep: Class 2 contains 99402 members 
Entering Unmasked Estep 
Score: -19113210.000000 Penalty: 3871.690918
	Iteration 5F: 3 clusters Score -1.911321e+07 nChanged 9527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42085 members 
Mstep: Class 2 contains 107093 members 
Entering Unmasked Estep 
Score: -19117992.000000 Penalty: 3871.690918
	Iteration 6F: 3 clusters Score -1.911799e+07 nChanged 9078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34837 members 
Mstep: Class 2 contains 114341 members 
Entering Unmasked Estep 
Score: -19123132.000000 Penalty: 3871.690918
	Iteration 7F: 3 clusters Score -1.912313e+07 nChanged 7678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28807 members 
Mstep: Class 2 contains 120371 members 
Entering Unmasked Estep 
Score: -19127594.000000 Penalty: 3871.690918
	Iteration 8F: 3 clusters Score -1.912759e+07 nChanged 5973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24432 members 
Mstep: Class 2 contains 124746 members 
Entering Unmasked Estep 
Score: -19130776.000000 Penalty: 3871.690918
	Iteration 9Q: 3 clusters Score -1.913078e+07 nChanged 4588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21490 members 
Mstep: Class 2 contains 127688 members 
Entering Unmasked Estep 
Score: -19133524.000000 Penalty: 3871.690918
	Iteration 10Q: 3 clusters Score -1.913352e+07 nChanged 3568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19716 members 
Mstep: Class 2 contains 129462 members 
Entering Unmasked Estep 
Score: -19135370.000000 Penalty: 3871.690918
	Iteration 11Q: 3 clusters Score -1.913537e+07 nChanged 2720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18618 members 
Mstep: Class 2 contains 130560 members 
Entering Unmasked Estep 
Score: -19136456.000000 Penalty: 3871.690918
	Iteration 12Q: 3 clusters Score -1.913646e+07 nChanged 1929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17677 members 
Mstep: Class 2 contains 131501 members 
Entering Unmasked Estep 
Score: -19137040.000000 Penalty: 3871.690918
	Iteration 13Q: 3 clusters Score -1.913704e+07 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16764 members 
Mstep: Class 2 contains 132414 members 
Entering Unmasked Estep 
Score: -19137528.000000 Penalty: 3871.690918
	Iteration 14Q: 3 clusters Score -1.913753e+07 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15868 members 
Mstep: Class 2 contains 133310 members 
Entering Unmasked Estep 
Score: -19137688.000000 Penalty: 3871.690918
	Iteration 15Q: 3 clusters Score -1.913769e+07 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14930 members 
Mstep: Class 2 contains 134248 members 
Entering Unmasked Estep 
Score: -19137842.000000 Penalty: 3871.690918
	Iteration 16Q: 3 clusters Score -1.913784e+07 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14026 members 
Mstep: Class 2 contains 135152 members 
Entering Unmasked Estep 
Score: -19137942.000000 Penalty: 3871.690918
	Iteration 17Q: 3 clusters Score -1.913794e+07 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13129 members 
Mstep: Class 2 contains 136049 members 
Entering Unmasked Estep 
Score: -19138258.000000 Penalty: 3871.690918
	Iteration 18Q: 3 clusters Score -1.913826e+07 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12207 members 
Mstep: Class 2 contains 136971 members 
Entering Unmasked Estep 
Score: -19138402.000000 Penalty: 3871.690918
	Iteration 19Q: 3 clusters Score -1.91384e+07 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11308 members 
Mstep: Class 2 contains 137870 members 
Entering Unmasked Estep 
Score: -19138632.000000 Penalty: 3871.690918
	Iteration 20F: 3 clusters Score -1.913863e+07 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10434 members 
Mstep: Class 2 contains 138744 members 
Entering Unmasked Estep 
Score: -19138844.000000 Penalty: 3871.690918
	Iteration 21Q: 3 clusters Score -1.913884e+07 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9604 members 
Mstep: Class 2 contains 139574 members 
Entering Unmasked Estep 
Score: -19138988.000000 Penalty: 3871.690918
	Iteration 22Q: 3 clusters Score -1.913899e+07 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8849 members 
Mstep: Class 2 contains 140329 members 
Entering Unmasked Estep 
Score: -19139096.000000 Penalty: 3871.690918
	Iteration 23Q: 3 clusters Score -1.91391e+07 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8131 members 
Mstep: Class 2 contains 141047 members 
Entering Unmasked Estep 
Score: -19139234.000000 Penalty: 3871.690918
	Iteration 24Q: 3 clusters Score -1.913923e+07 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7453 members 
Mstep: Class 2 contains 141725 members 
Entering Unmasked Estep 
Score: -19139278.000000 Penalty: 3871.690918
	Iteration 25Q: 3 clusters Score -1.913928e+07 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6820 members 
Mstep: Class 2 contains 142358 members 
Entering Unmasked Estep 
Score: -19139394.000000 Penalty: 3871.690918
	Iteration 26Q: 3 clusters Score -1.913939e+07 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6241 members 
Mstep: Class 2 contains 142937 members 
Entering Unmasked Estep 
Score: -19139490.000000 Penalty: 3871.690918
	Iteration 27Q: 3 clusters Score -1.913949e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5731 members 
Mstep: Class 2 contains 143447 members 
Entering Unmasked Estep 
Score: -19139586.000000 Penalty: 3871.690918
	Iteration 28Q: 3 clusters Score -1.913959e+07 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5241 members 
Mstep: Class 2 contains 143937 members 
Entering Unmasked Estep 
Score: -19139700.000000 Penalty: 3871.690918
	Iteration 29Q: 3 clusters Score -1.91397e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 144394 members 
Entering Unmasked Estep 
Score: -19139808.000000 Penalty: 3871.690918
	Iteration 30Q: 3 clusters Score -1.913981e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 144882 members 
Entering Unmasked Estep 
Score: -19140016.000000 Penalty: 3871.690918
	Iteration 31Q: 3 clusters Score -1.914002e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 145357 members 
Entering Unmasked Estep 
Score: -19140080.000000 Penalty: 3871.690918
	Iteration 32Q: 3 clusters Score -1.914008e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 145822 members 
Entering Unmasked Estep 
Score: -19140262.000000 Penalty: 3871.690918
	Iteration 33Q: 3 clusters Score -1.914026e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 146250 members 
Entering Unmasked Estep 
Score: -19140404.000000 Penalty: 3871.690918
	Iteration 34Q: 3 clusters Score -1.91404e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 146621 members 
Entering Unmasked Estep 
Score: -19140598.000000 Penalty: 3871.690918
	Iteration 35Q: 3 clusters Score -1.91406e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 146953 members 
Entering Unmasked Estep 
Score: -19140696.000000 Penalty: 3871.690918
	Iteration 36Q: 3 clusters Score -1.91407e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 147220 members 
Entering Unmasked Estep 
Score: -19140850.000000 Penalty: 3871.690918
	Iteration 37Q: 3 clusters Score -1.914085e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 147462 members 
Entering Unmasked Estep 
Score: -19140966.000000 Penalty: 3871.690918
	Iteration 38Q: 3 clusters Score -1.914097e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 147656 members 
Entering Unmasked Estep 
Score: -19140998.000000 Penalty: 3871.690918
	Iteration 39Q: 3 clusters Score -1.9141e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 147836 members 
Entering Unmasked Estep 
Score: -19141084.000000 Penalty: 3871.690918
	Iteration 40F: 3 clusters Score -1.914108e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 147978 members 
Entering Unmasked Estep 
Score: -19141174.000000 Penalty: 3871.690918
	Iteration 41Q: 3 clusters Score -1.914117e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 148094 members 
Entering Unmasked Estep 
Score: -19141190.000000 Penalty: 3871.690918
	Iteration 42Q: 3 clusters Score -1.914119e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 148181 members 
Entering Unmasked Estep 
Score: -19141208.000000 Penalty: 3871.690918
	Iteration 43Q: 3 clusters Score -1.914121e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 148255 members 
Entering Unmasked Estep 
Score: -19141228.000000 Penalty: 3871.690918
	Iteration 44Q: 3 clusters Score -1.914123e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 148317 members 
Entering Unmasked Estep 
Score: -19141246.000000 Penalty: 3871.690918
	Iteration 45Q: 3 clusters Score -1.914125e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 148361 members 
Entering Unmasked Estep 
Score: -19141246.000000 Penalty: 3871.690918
	Iteration 46Q: 3 clusters Score -1.914125e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 148401 members 
Entering Unmasked Estep 
Score: -19141276.000000 Penalty: 3871.690918
	Iteration 47Q: 3 clusters Score -1.914128e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 148437 members 
Entering Unmasked Estep 
Score: -19141318.000000 Penalty: 3871.690918
	Iteration 48Q: 3 clusters Score -1.914132e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 148457 members 
Entering Unmasked Estep 
Score: -19141322.000000 Penalty: 3871.690918
	Iteration 49Q: 3 clusters Score -1.914132e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 148478 members 
Entering Unmasked Estep 
Score: -19141328.000000 Penalty: 3871.690918
	Iteration 50Q: 3 clusters Score -1.914133e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 148489 members 
Entering Unmasked Estep 
Score: -19141326.000000 Penalty: 3871.690918
	Iteration 51Q: 3 clusters Score -1.914133e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 148505 members 
Entering Unmasked Estep 
Score: -19141326.000000 Penalty: 3871.690918
	Iteration 52Q: 3 clusters Score -1.914133e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 148515 members 
Entering Unmasked Estep 
Score: -19141324.000000 Penalty: 3871.690918
	Iteration 53Q: 3 clusters Score -1.914132e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 148527 members 
Entering Unmasked Estep 
Score: -19141326.000000 Penalty: 3871.690918
	Iteration 54Q: 3 clusters Score -1.914133e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 148537 members 
Entering Unmasked Estep 
Score: -19141312.000000 Penalty: 3871.690918
	Iteration 55Q: 3 clusters Score -1.914131e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 148543 members 
Entering Unmasked Estep 
Score: -19141324.000000 Penalty: 3871.690918
	Iteration 56Q: 3 clusters Score -1.914132e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 148550 members 
Entering Unmasked Estep 
Score: -19141332.000000 Penalty: 3871.690918
	Iteration 57Q: 3 clusters Score -1.914133e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 148555 members 
Entering Unmasked Estep 
Score: -19141334.000000 Penalty: 3871.690918
	Iteration 58Q: 3 clusters Score -1.914133e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 148565 members 
Entering Unmasked Estep 
Score: -19141328.000000 Penalty: 3871.690918
	Iteration 59Q: 3 clusters Score -1.914133e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 148572 members 
Entering Unmasked Estep 
Score: -19141314.000000 Penalty: 3871.690918
	Iteration 60F: 3 clusters Score -1.914131e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 148580 members 
Entering Unmasked Estep 
Score: -19141326.000000 Penalty: 3871.690918
	Iteration 61Q: 3 clusters Score -1.914133e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 148581 members 
Entering Unmasked Estep 
Score: -19141328.000000 Penalty: 3871.690918
	Iteration 62Q: 3 clusters Score -1.914133e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 148583 members 
Entering Unmasked Estep 
Score: -19141340.000000 Penalty: 3871.690918
	Iteration 63Q: 3 clusters Score -1.914134e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 148583 members 
Entering Unmasked Estep 
Score: -19141338.000000 Penalty: 3871.690918
	Iteration 64Q: 3 clusters Score -1.914134e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 148584 members 
Entering Unmasked Estep 
Score: -19141354.000000 Penalty: 3871.690918
	Iteration 65Q: 3 clusters Score -1.914135e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 148584 members 
Entering Unmasked Estep 
Score: -19141354.000000 Penalty: 3871.690918
	Iteration 66F: 3 clusters Score -1.914135e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (5007 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Entering Unmasked Estep 
Score: -622328.875000 Penalty: 1384.271240
	Iteration 0F: 2 clusters Score -622328.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -618359.437500 Penalty: 2768.542480
	Iteration 0F: 3 clusters Score -618359.4 nChanged 2000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -619486.437500 Penalty: 2768.542480
	Iteration 1F: 3 clusters Score -619486.4 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -619782.625000 Penalty: 2768.542480
	Iteration 2F: 3 clusters Score -619782.6 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -620108.000000 Penalty: 2768.542480
	Iteration 3F: 3 clusters Score -620108 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -620460.375000 Penalty: 2768.542480
	Iteration 4F: 3 clusters Score -620460.4 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -620768.000000 Penalty: 2768.542480
	Iteration 5F: 3 clusters Score -620768 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -621001.750000 Penalty: 2768.542480
	Iteration 6F: 3 clusters Score -621001.8 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -621175.375000 Penalty: 2768.542480
	Iteration 7Q: 3 clusters Score -621175.4 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -621312.500000 Penalty: 2768.542480
	Iteration 8Q: 3 clusters Score -621312.5 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -621432.375000 Penalty: 2768.542480
	Iteration 9Q: 3 clusters Score -621432.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -621518.875000 Penalty: 2768.542480
	Iteration 10Q: 3 clusters Score -621518.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -621587.187500 Penalty: 2768.542480
	Iteration 11Q: 3 clusters Score -621587.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -621644.125000 Penalty: 2768.542480
	Iteration 12Q: 3 clusters Score -621644.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -621693.625000 Penalty: 2768.542480
	Iteration 13Q: 3 clusters Score -621693.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -621733.750000 Penalty: 2768.542480
	Iteration 14Q: 3 clusters Score -621733.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -621764.125000 Penalty: 2768.542480
	Iteration 15Q: 3 clusters Score -621764.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -621790.687500 Penalty: 2768.542480
	Iteration 16Q: 3 clusters Score -621790.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -621813.937500 Penalty: 2768.542480
	Iteration 17Q: 3 clusters Score -621813.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -621836.687500 Penalty: 2768.542480
	Iteration 18Q: 3 clusters Score -621836.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -621861.375000 Penalty: 2768.542480
	Iteration 19Q: 3 clusters Score -621861.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -621888.062500 Penalty: 2768.542480
	Iteration 20F: 3 clusters Score -621888.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -621913.687500 Penalty: 2768.542480
	Iteration 21Q: 3 clusters Score -621913.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -621933.812500 Penalty: 2768.542480
	Iteration 22Q: 3 clusters Score -621933.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -621950.312500 Penalty: 2768.542480
	Iteration 23Q: 3 clusters Score -621950.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -621969.812500 Penalty: 2768.542480
	Iteration 24Q: 3 clusters Score -621969.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -621989.125000 Penalty: 2768.542480
	Iteration 25Q: 3 clusters Score -621989.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -622010.062500 Penalty: 2768.542480
	Iteration 26Q: 3 clusters Score -622010.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -622025.750000 Penalty: 2768.542480
	Iteration 27Q: 3 clusters Score -622025.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -622042.125000 Penalty: 2768.542480
	Iteration 28Q: 3 clusters Score -622042.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -622059.625000 Penalty: 2768.542480
	Iteration 29Q: 3 clusters Score -622059.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -622069.625000 Penalty: 2768.542480
	Iteration 30Q: 3 clusters Score -622069.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -622076.875000 Penalty: 2768.542480
	Iteration 31Q: 3 clusters Score -622076.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -622082.687500 Penalty: 2768.542480
	Iteration 32Q: 3 clusters Score -622082.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -622087.312500 Penalty: 2768.542480
	Iteration 33Q: 3 clusters Score -622087.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -622090.937500 Penalty: 2768.542480
	Iteration 34Q: 3 clusters Score -622090.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -622094.750000 Penalty: 2768.542480
	Iteration 35Q: 3 clusters Score -622094.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -622096.187500 Penalty: 2768.542480
	Iteration 36Q: 3 clusters Score -622096.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -622100.812500 Penalty: 2768.542480
	Iteration 37Q: 3 clusters Score -622100.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -622103.750000 Penalty: 2768.542480
	Iteration 38Q: 3 clusters Score -622103.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -622106.437500 Penalty: 2768.542480
	Iteration 39Q: 3 clusters Score -622106.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -622108.625000 Penalty: 2768.542480
	Iteration 40F: 3 clusters Score -622108.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -622110.375000 Penalty: 2768.542480
	Iteration 41Q: 3 clusters Score -622110.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -622113.937500 Penalty: 2768.542480
	Iteration 42Q: 3 clusters Score -622113.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -622114.812500 Penalty: 2768.542480
	Iteration 43Q: 3 clusters Score -622114.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -622114.187500 Penalty: 2768.542480
	Iteration 44Q: 3 clusters Score -622114.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -622115.625000 Penalty: 2768.542480
	Iteration 45Q: 3 clusters Score -622115.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -622116.812500 Penalty: 2768.542480
	Iteration 46Q: 3 clusters Score -622116.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -622118.125000 Penalty: 2768.542480
	Iteration 47Q: 3 clusters Score -622118.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -622117.437500 Penalty: 2768.542480
	Iteration 48Q: 3 clusters Score -622117.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -622119.437500 Penalty: 2768.542480
	Iteration 49Q: 3 clusters Score -622119.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -622119.437500 Penalty: 2768.542480
	Iteration 50F: 3 clusters Score -622119.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (5114 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Entering Unmasked Estep 
Score: -617514.437500 Penalty: 1387.707275
	Iteration 0F: 2 clusters Score -617514.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -613467.375000 Penalty: 2775.414551
	Iteration 0F: 3 clusters Score -613467.4 nChanged 2133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -614812.937500 Penalty: 2775.414551
	Iteration 1F: 3 clusters Score -614812.9 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -615139.375000 Penalty: 2775.414551
	Iteration 2F: 3 clusters Score -615139.4 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -615371.875000 Penalty: 2775.414551
	Iteration 3F: 3 clusters Score -615371.9 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -615560.250000 Penalty: 2775.414551
	Iteration 4F: 3 clusters Score -615560.2 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -615759.125000 Penalty: 2775.414551
	Iteration 5Q: 3 clusters Score -615759.1 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -615962.750000 Penalty: 2775.414551
	Iteration 6Q: 3 clusters Score -615962.8 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -616160.625000 Penalty: 2775.414551
	Iteration 7Q: 3 clusters Score -616160.6 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -616356.937500 Penalty: 2775.414551
	Iteration 8Q: 3 clusters Score -616356.9 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -616526.750000 Penalty: 2775.414551
	Iteration 9Q: 3 clusters Score -616526.8 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -616652.875000 Penalty: 2775.414551
	Iteration 10Q: 3 clusters Score -616652.9 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -616780.687500 Penalty: 2775.414551
	Iteration 11Q: 3 clusters Score -616780.7 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -616897.750000 Penalty: 2775.414551
	Iteration 12Q: 3 clusters Score -616897.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -616985.937500 Penalty: 2775.414551
	Iteration 13Q: 3 clusters Score -616985.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -617060.250000 Penalty: 2775.414551
	Iteration 14Q: 3 clusters Score -617060.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -617136.812500 Penalty: 2775.414551
	Iteration 15Q: 3 clusters Score -617136.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -617184.250000 Penalty: 2775.414551
	Iteration 16Q: 3 clusters Score -617184.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -617220.125000 Penalty: 2775.414551
	Iteration 17Q: 3 clusters Score -617220.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -617245.375000 Penalty: 2775.414551
	Iteration 18Q: 3 clusters Score -617245.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -617266.375000 Penalty: 2775.414551
	Iteration 19Q: 3 clusters Score -617266.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -617280.875000 Penalty: 2775.414551
	Iteration 20F: 3 clusters Score -617280.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -617291.187500 Penalty: 2775.414551
	Iteration 21Q: 3 clusters Score -617291.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -617298.750000 Penalty: 2775.414551
	Iteration 22Q: 3 clusters Score -617298.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -617303.875000 Penalty: 2775.414551
	Iteration 23Q: 3 clusters Score -617303.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -617307.187500 Penalty: 2775.414551
	Iteration 24Q: 3 clusters Score -617307.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -617307.750000 Penalty: 2775.414551
	Iteration 25Q: 3 clusters Score -617307.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -617309.375000 Penalty: 2775.414551
	Iteration 26Q: 3 clusters Score -617309.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -617310.937500 Penalty: 2775.414551
	Iteration 27Q: 3 clusters Score -617310.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -617313.625000 Penalty: 2775.414551
	Iteration 28Q: 3 clusters Score -617313.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -617313.625000 Penalty: 2775.414551
	Iteration 29Q: 3 clusters Score -617313.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -617313.625000 Penalty: 2775.414551
	Iteration 30F: 3 clusters Score -617313.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (8687 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8687 members 
Entering Unmasked Estep 
Score: -1086865.750000 Penalty: 1473.807251
	Iteration 0F: 2 clusters Score -1086866 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -1080573.375000 Penalty: 2947.614502
	Iteration 0F: 3 clusters Score -1080573 nChanged 3706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -1082653.875000 Penalty: 2947.614502
	Iteration 1F: 3 clusters Score -1082654 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -1082917.750000 Penalty: 2947.614502
	Iteration 2F: 3 clusters Score -1082918 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -1083122.000000 Penalty: 2947.614502
	Iteration 3F: 3 clusters Score -1083122 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -1083299.750000 Penalty: 2947.614502
	Iteration 4Q: 3 clusters Score -1083300 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -1083453.500000 Penalty: 2947.614502
	Iteration 5Q: 3 clusters Score -1083454 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -1083580.750000 Penalty: 2947.614502
	Iteration 6Q: 3 clusters Score -1083581 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -1083689.500000 Penalty: 2947.614502
	Iteration 7Q: 3 clusters Score -1083690 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -1083789.750000 Penalty: 2947.614502
	Iteration 8Q: 3 clusters Score -1083790 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -1083887.625000 Penalty: 2947.614502
	Iteration 9Q: 3 clusters Score -1083888 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -1083986.750000 Penalty: 2947.614502
	Iteration 10Q: 3 clusters Score -1083987 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5154 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -1084071.375000 Penalty: 2947.614502
	Iteration 11Q: 3 clusters Score -1084071 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5262 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -1084146.125000 Penalty: 2947.614502
	Iteration 12Q: 3 clusters Score -1084146 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5398 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -1084242.125000 Penalty: 2947.614502
	Iteration 13Q: 3 clusters Score -1084242 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -1084344.750000 Penalty: 2947.614502
	Iteration 14Q: 3 clusters Score -1084345 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5658 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -1084423.750000 Penalty: 2947.614502
	Iteration 15Q: 3 clusters Score -1084424 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5782 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -1084496.500000 Penalty: 2947.614502
	Iteration 16Q: 3 clusters Score -1084496 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5904 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -1084578.000000 Penalty: 2947.614502
	Iteration 17Q: 3 clusters Score -1084578 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6019 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -1084655.375000 Penalty: 2947.614502
	Iteration 18Q: 3 clusters Score -1084655 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6125 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -1084714.750000 Penalty: 2947.614502
	Iteration 19Q: 3 clusters Score -1084715 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6240 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -1084778.750000 Penalty: 2947.614502
	Iteration 20F: 3 clusters Score -1084779 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6361 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -1084834.500000 Penalty: 2947.614502
	Iteration 21Q: 3 clusters Score -1084834 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6486 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -1084889.875000 Penalty: 2947.614502
	Iteration 22Q: 3 clusters Score -1084890 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6606 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -1084946.375000 Penalty: 2947.614502
	Iteration 23Q: 3 clusters Score -1084946 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6720 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -1085012.500000 Penalty: 2947.614502
	Iteration 24Q: 3 clusters Score -1085012 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6839 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -1085075.500000 Penalty: 2947.614502
	Iteration 25Q: 3 clusters Score -1085076 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6943 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -1085127.750000 Penalty: 2947.614502
	Iteration 26Q: 3 clusters Score -1085128 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7036 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -1085172.625000 Penalty: 2947.614502
	Iteration 27Q: 3 clusters Score -1085173 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7115 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -1085218.875000 Penalty: 2947.614502
	Iteration 28Q: 3 clusters Score -1085219 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7192 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -1085258.000000 Penalty: 2947.614502
	Iteration 29Q: 3 clusters Score -1085258 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7253 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -1085285.625000 Penalty: 2947.614502
	Iteration 30Q: 3 clusters Score -1085286 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7302 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -1085313.375000 Penalty: 2947.614502
	Iteration 31Q: 3 clusters Score -1085313 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7361 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -1085338.750000 Penalty: 2947.614502
	Iteration 32Q: 3 clusters Score -1085339 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7402 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -1085356.500000 Penalty: 2947.614502
	Iteration 33Q: 3 clusters Score -1085356 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7442 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -1085371.625000 Penalty: 2947.614502
	Iteration 34Q: 3 clusters Score -1085372 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7479 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -1085383.750000 Penalty: 2947.614502
	Iteration 35Q: 3 clusters Score -1085384 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7511 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -1085398.500000 Penalty: 2947.614502
	Iteration 36Q: 3 clusters Score -1085398 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7534 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -1085409.375000 Penalty: 2947.614502
	Iteration 37Q: 3 clusters Score -1085409 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7562 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -1085421.250000 Penalty: 2947.614502
	Iteration 38Q: 3 clusters Score -1085421 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7591 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -1085433.125000 Penalty: 2947.614502
	Iteration 39Q: 3 clusters Score -1085433 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7621 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -1085444.000000 Penalty: 2947.614502
	Iteration 40F: 3 clusters Score -1085444 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7651 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -1085455.250000 Penalty: 2947.614502
	Iteration 41Q: 3 clusters Score -1085455 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7674 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -1085458.500000 Penalty: 2947.614502
	Iteration 42Q: 3 clusters Score -1085458 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7695 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -1085467.000000 Penalty: 2947.614502
	Iteration 43Q: 3 clusters Score -1085467 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7712 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -1085474.000000 Penalty: 2947.614502
	Iteration 44Q: 3 clusters Score -1085474 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7720 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -1085478.250000 Penalty: 2947.614502
	Iteration 45Q: 3 clusters Score -1085478 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7730 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -1085483.000000 Penalty: 2947.614502
	Iteration 46Q: 3 clusters Score -1085483 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7737 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -1085485.000000 Penalty: 2947.614502
	Iteration 47Q: 3 clusters Score -1085485 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7746 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -1085487.875000 Penalty: 2947.614502
	Iteration 48Q: 3 clusters Score -1085488 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7758 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -1085490.500000 Penalty: 2947.614502
	Iteration 49Q: 3 clusters Score -1085490 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7766 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -1085496.750000 Penalty: 2947.614502
	Iteration 50Q: 3 clusters Score -1085497 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7771 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -1085501.000000 Penalty: 2947.614502
	Iteration 51Q: 3 clusters Score -1085501 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7773 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -1085502.375000 Penalty: 2947.614502
	Iteration 52Q: 3 clusters Score -1085502 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7776 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -1085503.875000 Penalty: 2947.614502
	Iteration 53Q: 3 clusters Score -1085504 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7782 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -1085507.500000 Penalty: 2947.614502
	Iteration 54Q: 3 clusters Score -1085508 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7791 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -1085510.750000 Penalty: 2947.614502
	Iteration 55Q: 3 clusters Score -1085511 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7794 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -1085511.625000 Penalty: 2947.614502
	Iteration 56Q: 3 clusters Score -1085512 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7798 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -1085516.375000 Penalty: 2947.614502
	Iteration 57Q: 3 clusters Score -1085516 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7804 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -1085518.750000 Penalty: 2947.614502
	Iteration 58Q: 3 clusters Score -1085519 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7810 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -1085521.250000 Penalty: 2947.614502
	Iteration 59Q: 3 clusters Score -1085521 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7816 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -1085523.500000 Penalty: 2947.614502
	Iteration 60F: 3 clusters Score -1085524 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7818 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -1085523.375000 Penalty: 2947.614502
	Iteration 61Q: 3 clusters Score -1085523 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7821 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -1085526.875000 Penalty: 2947.614502
	Iteration 62Q: 3 clusters Score -1085527 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7824 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -1085528.750000 Penalty: 2947.614502
	Iteration 63Q: 3 clusters Score -1085529 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7830 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -1085529.875000 Penalty: 2947.614502
	Iteration 64Q: 3 clusters Score -1085530 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7838 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -1085534.250000 Penalty: 2947.614502
	Iteration 65Q: 3 clusters Score -1085534 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7851 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -1085539.750000 Penalty: 2947.614502
	Iteration 66Q: 3 clusters Score -1085540 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7864 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -1085544.500000 Penalty: 2947.614502
	Iteration 67Q: 3 clusters Score -1085544 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7873 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -1085547.625000 Penalty: 2947.614502
	Iteration 68Q: 3 clusters Score -1085548 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7881 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -1085553.375000 Penalty: 2947.614502
	Iteration 69Q: 3 clusters Score -1085553 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7886 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -1085557.500000 Penalty: 2947.614502
	Iteration 70Q: 3 clusters Score -1085558 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7890 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -1085558.250000 Penalty: 2947.614502
	Iteration 71Q: 3 clusters Score -1085558 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7897 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -1085561.250000 Penalty: 2947.614502
	Iteration 72Q: 3 clusters Score -1085561 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7907 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -1085566.000000 Penalty: 2947.614502
	Iteration 73Q: 3 clusters Score -1085566 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7916 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -1085569.250000 Penalty: 2947.614502
	Iteration 74Q: 3 clusters Score -1085569 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7924 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -1085571.375000 Penalty: 2947.614502
	Iteration 75Q: 3 clusters Score -1085571 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7926 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -1085571.000000 Penalty: 2947.614502
	Iteration 76Q: 3 clusters Score -1085571 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7928 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -1085573.625000 Penalty: 2947.614502
	Iteration 77Q: 3 clusters Score -1085574 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7929 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -1085574.375000 Penalty: 2947.614502
	Iteration 78Q: 3 clusters Score -1085574 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7930 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -1085573.875000 Penalty: 2947.614502
	Iteration 79Q: 3 clusters Score -1085574 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7932 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -1085573.625000 Penalty: 2947.614502
	Iteration 80F: 3 clusters Score -1085574 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7936 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -1085574.500000 Penalty: 2947.614502
	Iteration 81Q: 3 clusters Score -1085574 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7941 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -1085578.000000 Penalty: 2947.614502
	Iteration 82Q: 3 clusters Score -1085578 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7945 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -1085578.875000 Penalty: 2947.614502
	Iteration 83Q: 3 clusters Score -1085579 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7947 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -1085579.000000 Penalty: 2947.614502
	Iteration 84Q: 3 clusters Score -1085579 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7950 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -1085581.000000 Penalty: 2947.614502
	Iteration 85Q: 3 clusters Score -1085581 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -1085581.625000 Penalty: 2947.614502
	Iteration 86Q: 3 clusters Score -1085582 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7952 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -1085581.750000 Penalty: 2947.614502
	Iteration 87Q: 3 clusters Score -1085582 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -1085581.125000 Penalty: 2947.614502
	Iteration 88Q: 3 clusters Score -1085581 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -1085581.125000 Penalty: 2947.614502
	Iteration 89F: 3 clusters Score -1085581 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (2384 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Entering Unmasked Estep 
Score: -288981.875000 Penalty: 1263.686890
	Iteration 0F: 2 clusters Score -288981.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -286653.437500 Penalty: 2527.373779
	Iteration 0F: 3 clusters Score -286653.4 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -287147.812500 Penalty: 2527.373779
	Iteration 1F: 3 clusters Score -287147.8 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -287291.000000 Penalty: 2527.373779
	Iteration 2F: 3 clusters Score -287291 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -287394.562500 Penalty: 2527.373779
	Iteration 3F: 3 clusters Score -287394.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -287507.812500 Penalty: 2527.373779
	Iteration 4Q: 3 clusters Score -287507.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -287616.906250 Penalty: 2527.373779
	Iteration 5F: 3 clusters Score -287616.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -287728.125000 Penalty: 2527.373779
	Iteration 6Q: 3 clusters Score -287728.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -287819.218750 Penalty: 2527.373779
	Iteration 7Q: 3 clusters Score -287819.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -287916.062500 Penalty: 2527.373779
	Iteration 8Q: 3 clusters Score -287916.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -288011.281250 Penalty: 2527.373779
	Iteration 9Q: 3 clusters Score -288011.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -288100.812500 Penalty: 2527.373779
	Iteration 10Q: 3 clusters Score -288100.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -288160.062500 Penalty: 2527.373779
	Iteration 11Q: 3 clusters Score -288160.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -288186.750000 Penalty: 2527.373779
	Iteration 12Q: 3 clusters Score -288186.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -288205.656250 Penalty: 2527.373779
	Iteration 13Q: 3 clusters Score -288205.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -288226.187500 Penalty: 2527.373779
	Iteration 14Q: 3 clusters Score -288226.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -288242.531250 Penalty: 2527.373779
	Iteration 15Q: 3 clusters Score -288242.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -288260.625000 Penalty: 2527.373779
	Iteration 16Q: 3 clusters Score -288260.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -288268.812500 Penalty: 2527.373779
	Iteration 17Q: 3 clusters Score -288268.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -288274.750000 Penalty: 2527.373779
	Iteration 18Q: 3 clusters Score -288274.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -288276.375000 Penalty: 2527.373779
	Iteration 19Q: 3 clusters Score -288276.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -288276.375000 Penalty: 2527.373779
	Iteration 20F: 3 clusters Score -288276.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (5164 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5164 members 
Entering Unmasked Estep 
Score: -654038.062500 Penalty: 1389.288452
	Iteration 0F: 2 clusters Score -654038.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -649960.000000 Penalty: 2778.576904
	Iteration 0F: 3 clusters Score -649960 nChanged 2090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -651063.187500 Penalty: 2778.576904
	Iteration 1F: 3 clusters Score -651063.2 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -651244.312500 Penalty: 2778.576904
	Iteration 2F: 3 clusters Score -651244.3 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -651361.687500 Penalty: 2778.576904
	Iteration 3F: 3 clusters Score -651361.7 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -651454.125000 Penalty: 2778.576904
	Iteration 4Q: 3 clusters Score -651454.1 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -651544.625000 Penalty: 2778.576904
	Iteration 5Q: 3 clusters Score -651544.6 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -651622.500000 Penalty: 2778.576904
	Iteration 6Q: 3 clusters Score -651622.5 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -651717.500000 Penalty: 2778.576904
	Iteration 7Q: 3 clusters Score -651717.5 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -651799.062500 Penalty: 2778.576904
	Iteration 8Q: 3 clusters Score -651799.1 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -651868.937500 Penalty: 2778.576904
	Iteration 9Q: 3 clusters Score -651868.9 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -651932.062500 Penalty: 2778.576904
	Iteration 10Q: 3 clusters Score -651932.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -651994.062500 Penalty: 2778.576904
	Iteration 11Q: 3 clusters Score -651994.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -652044.125000 Penalty: 2778.576904
	Iteration 12Q: 3 clusters Score -652044.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -652093.125000 Penalty: 2778.576904
	Iteration 13Q: 3 clusters Score -652093.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -652134.062500 Penalty: 2778.576904
	Iteration 14Q: 3 clusters Score -652134.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -652177.937500 Penalty: 2778.576904
	Iteration 15Q: 3 clusters Score -652177.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -652218.125000 Penalty: 2778.576904
	Iteration 16Q: 3 clusters Score -652218.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -652257.750000 Penalty: 2778.576904
	Iteration 17Q: 3 clusters Score -652257.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -652287.812500 Penalty: 2778.576904
	Iteration 18Q: 3 clusters Score -652287.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -652312.875000 Penalty: 2778.576904
	Iteration 19Q: 3 clusters Score -652312.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -652336.000000 Penalty: 2778.576904
	Iteration 20F: 3 clusters Score -652336 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -652363.687500 Penalty: 2778.576904
	Iteration 21Q: 3 clusters Score -652363.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -652390.437500 Penalty: 2778.576904
	Iteration 22Q: 3 clusters Score -652390.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -652412.625000 Penalty: 2778.576904
	Iteration 23Q: 3 clusters Score -652412.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -652433.687500 Penalty: 2778.576904
	Iteration 24Q: 3 clusters Score -652433.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -652451.437500 Penalty: 2778.576904
	Iteration 25Q: 3 clusters Score -652451.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -652476.437500 Penalty: 2778.576904
	Iteration 26Q: 3 clusters Score -652476.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -652497.000000 Penalty: 2778.576904
	Iteration 27Q: 3 clusters Score -652497 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -652519.875000 Penalty: 2778.576904
	Iteration 28Q: 3 clusters Score -652519.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -652538.000000 Penalty: 2778.576904
	Iteration 29Q: 3 clusters Score -652538 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -652556.437500 Penalty: 2778.576904
	Iteration 30Q: 3 clusters Score -652556.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -652570.750000 Penalty: 2778.576904
	Iteration 31Q: 3 clusters Score -652570.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -652591.562500 Penalty: 2778.576904
	Iteration 32Q: 3 clusters Score -652591.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -652609.437500 Penalty: 2778.576904
	Iteration 33Q: 3 clusters Score -652609.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -652621.250000 Penalty: 2778.576904
	Iteration 34Q: 3 clusters Score -652621.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -652630.875000 Penalty: 2778.576904
	Iteration 35Q: 3 clusters Score -652630.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -652641.875000 Penalty: 2778.576904
	Iteration 36Q: 3 clusters Score -652641.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -652651.062500 Penalty: 2778.576904
	Iteration 37Q: 3 clusters Score -652651.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -652661.000000 Penalty: 2778.576904
	Iteration 38Q: 3 clusters Score -652661 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -652675.000000 Penalty: 2778.576904
	Iteration 39Q: 3 clusters Score -652675 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -652690.812500 Penalty: 2778.576904
	Iteration 40F: 3 clusters Score -652690.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -652702.375000 Penalty: 2778.576904
	Iteration 41Q: 3 clusters Score -652702.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -652709.562500 Penalty: 2778.576904
	Iteration 42Q: 3 clusters Score -652709.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -652718.500000 Penalty: 2778.576904
	Iteration 43Q: 3 clusters Score -652718.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -652729.687500 Penalty: 2778.576904
	Iteration 44Q: 3 clusters Score -652729.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -652734.500000 Penalty: 2778.576904
	Iteration 45Q: 3 clusters Score -652734.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -652738.312500 Penalty: 2778.576904
	Iteration 46Q: 3 clusters Score -652738.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -652740.687500 Penalty: 2778.576904
	Iteration 47Q: 3 clusters Score -652740.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -652742.687500 Penalty: 2778.576904
	Iteration 48Q: 3 clusters Score -652742.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -652741.750000 Penalty: 2778.576904
	Iteration 49Q: 3 clusters Score -652741.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -652744.125000 Penalty: 2778.576904
	Iteration 50Q: 3 clusters Score -652744.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -652747.437500 Penalty: 2778.576904
	Iteration 51Q: 3 clusters Score -652747.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -652750.750000 Penalty: 2778.576904
	Iteration 52Q: 3 clusters Score -652750.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -652753.500000 Penalty: 2778.576904
	Iteration 53Q: 3 clusters Score -652753.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -652756.000000 Penalty: 2778.576904
	Iteration 54Q: 3 clusters Score -652756 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -652755.437500 Penalty: 2778.576904
	Iteration 55Q: 3 clusters Score -652755.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -652755.187500 Penalty: 2778.576904
	Iteration 56Q: 3 clusters Score -652755.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -652755.187500 Penalty: 2778.576904
	Iteration 57F: 3 clusters Score -652755.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (7276 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7276 members 
Entering Unmasked Estep 
Score: -804523.437500 Penalty: 1445.004761
	Iteration 0F: 2 clusters Score -804523.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -799100.500000 Penalty: 2890.009521
	Iteration 0F: 3 clusters Score -799100.5 nChanged 3098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -801017.125000 Penalty: 2890.009521
	Iteration 1F: 3 clusters Score -801017.1 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -801329.187500 Penalty: 2890.009521
	Iteration 2F: 3 clusters Score -801329.2 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -801578.312500 Penalty: 2890.009521
	Iteration 3F: 3 clusters Score -801578.3 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -801774.375000 Penalty: 2890.009521
	Iteration 4F: 3 clusters Score -801774.4 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -801960.750000 Penalty: 2890.009521
	Iteration 5Q: 3 clusters Score -801960.8 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -802108.562500 Penalty: 2890.009521
	Iteration 6Q: 3 clusters Score -802108.6 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -802232.437500 Penalty: 2890.009521
	Iteration 7Q: 3 clusters Score -802232.4 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -802362.375000 Penalty: 2890.009521
	Iteration 8Q: 3 clusters Score -802362.4 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -802507.625000 Penalty: 2890.009521
	Iteration 9Q: 3 clusters Score -802507.6 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -802626.062500 Penalty: 2890.009521
	Iteration 10Q: 3 clusters Score -802626.1 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -802732.937500 Penalty: 2890.009521
	Iteration 11Q: 3 clusters Score -802732.9 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -802813.812500 Penalty: 2890.009521
	Iteration 12Q: 3 clusters Score -802813.8 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -802876.250000 Penalty: 2890.009521
	Iteration 13Q: 3 clusters Score -802876.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -802922.375000 Penalty: 2890.009521
	Iteration 14Q: 3 clusters Score -802922.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -802949.375000 Penalty: 2890.009521
	Iteration 15Q: 3 clusters Score -802949.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -802967.687500 Penalty: 2890.009521
	Iteration 16Q: 3 clusters Score -802967.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -802988.125000 Penalty: 2890.009521
	Iteration 17Q: 3 clusters Score -802988.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -802999.625000 Penalty: 2890.009521
	Iteration 18Q: 3 clusters Score -802999.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -803014.812500 Penalty: 2890.009521
	Iteration 19Q: 3 clusters Score -803014.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -803030.250000 Penalty: 2890.009521
	Iteration 20F: 3 clusters Score -803030.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -803043.687500 Penalty: 2890.009521
	Iteration 21Q: 3 clusters Score -803043.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -803059.062500 Penalty: 2890.009521
	Iteration 22Q: 3 clusters Score -803059.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -803079.250000 Penalty: 2890.009521
	Iteration 23Q: 3 clusters Score -803079.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -803095.875000 Penalty: 2890.009521
	Iteration 24Q: 3 clusters Score -803095.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -803109.125000 Penalty: 2890.009521
	Iteration 25Q: 3 clusters Score -803109.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -803126.500000 Penalty: 2890.009521
	Iteration 26Q: 3 clusters Score -803126.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -803140.437500 Penalty: 2890.009521
	Iteration 27Q: 3 clusters Score -803140.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -803158.625000 Penalty: 2890.009521
	Iteration 28Q: 3 clusters Score -803158.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -803177.625000 Penalty: 2890.009521
	Iteration 29Q: 3 clusters Score -803177.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -803198.687500 Penalty: 2890.009521
	Iteration 30Q: 3 clusters Score -803198.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -803215.625000 Penalty: 2890.009521
	Iteration 31Q: 3 clusters Score -803215.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -803233.687500 Penalty: 2890.009521
	Iteration 32Q: 3 clusters Score -803233.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -803249.750000 Penalty: 2890.009521
	Iteration 33Q: 3 clusters Score -803249.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -803262.875000 Penalty: 2890.009521
	Iteration 34Q: 3 clusters Score -803262.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -803270.937500 Penalty: 2890.009521
	Iteration 35Q: 3 clusters Score -803270.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -803281.187500 Penalty: 2890.009521
	Iteration 36Q: 3 clusters Score -803281.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -803291.625000 Penalty: 2890.009521
	Iteration 37Q: 3 clusters Score -803291.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -803303.375000 Penalty: 2890.009521
	Iteration 38Q: 3 clusters Score -803303.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -803314.875000 Penalty: 2890.009521
	Iteration 39Q: 3 clusters Score -803314.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -803325.625000 Penalty: 2890.009521
	Iteration 40F: 3 clusters Score -803325.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -803340.750000 Penalty: 2890.009521
	Iteration 41Q: 3 clusters Score -803340.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -803353.062500 Penalty: 2890.009521
	Iteration 42Q: 3 clusters Score -803353.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -803358.750000 Penalty: 2890.009521
	Iteration 43Q: 3 clusters Score -803358.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -803365.500000 Penalty: 2890.009521
	Iteration 44Q: 3 clusters Score -803365.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -803370.562500 Penalty: 2890.009521
	Iteration 45Q: 3 clusters Score -803370.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -803375.812500 Penalty: 2890.009521
	Iteration 46Q: 3 clusters Score -803375.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -803379.312500 Penalty: 2890.009521
	Iteration 47Q: 3 clusters Score -803379.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -803383.625000 Penalty: 2890.009521
	Iteration 48Q: 3 clusters Score -803383.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -803387.312500 Penalty: 2890.009521
	Iteration 49Q: 3 clusters Score -803387.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -803394.500000 Penalty: 2890.009521
	Iteration 50Q: 3 clusters Score -803394.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -803395.750000 Penalty: 2890.009521
	Iteration 51Q: 3 clusters Score -803395.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -803397.750000 Penalty: 2890.009521
	Iteration 52Q: 3 clusters Score -803397.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -803401.062500 Penalty: 2890.009521
	Iteration 53Q: 3 clusters Score -803401.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -803403.437500 Penalty: 2890.009521
	Iteration 54Q: 3 clusters Score -803403.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -803410.312500 Penalty: 2890.009521
	Iteration 55Q: 3 clusters Score -803410.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -803413.000000 Penalty: 2890.009521
	Iteration 56Q: 3 clusters Score -803413 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -803420.875000 Penalty: 2890.009521
	Iteration 57Q: 3 clusters Score -803420.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -803423.250000 Penalty: 2890.009521
	Iteration 58Q: 3 clusters Score -803423.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -803426.250000 Penalty: 2890.009521
	Iteration 59Q: 3 clusters Score -803426.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -803427.500000 Penalty: 2890.009521
	Iteration 60F: 3 clusters Score -803427.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -803431.000000 Penalty: 2890.009521
	Iteration 61Q: 3 clusters Score -803431 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -803433.687500 Penalty: 2890.009521
	Iteration 62Q: 3 clusters Score -803433.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -803433.312500 Penalty: 2890.009521
	Iteration 63Q: 3 clusters Score -803433.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -803434.937500 Penalty: 2890.009521
	Iteration 64Q: 3 clusters Score -803434.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -803435.687500 Penalty: 2890.009521
	Iteration 65Q: 3 clusters Score -803435.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -803438.937500 Penalty: 2890.009521
	Iteration 66Q: 3 clusters Score -803438.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -803441.312500 Penalty: 2890.009521
	Iteration 67Q: 3 clusters Score -803441.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -803442.250000 Penalty: 2890.009521
	Iteration 68Q: 3 clusters Score -803442.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -803443.812500 Penalty: 2890.009521
	Iteration 69Q: 3 clusters Score -803443.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -803445.250000 Penalty: 2890.009521
	Iteration 70Q: 3 clusters Score -803445.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -803445.937500 Penalty: 2890.009521
	Iteration 71Q: 3 clusters Score -803445.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -803446.250000 Penalty: 2890.009521
	Iteration 72Q: 3 clusters Score -803446.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -803448.437500 Penalty: 2890.009521
	Iteration 73Q: 3 clusters Score -803448.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -803446.375000 Penalty: 2890.009521
	Iteration 74Q: 3 clusters Score -803446.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -803445.437500 Penalty: 2890.009521
	Iteration 75Q: 3 clusters Score -803445.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -803446.187500 Penalty: 2890.009521
	Iteration 76Q: 3 clusters Score -803446.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -803446.187500 Penalty: 2890.009521
	Iteration 77F: 3 clusters Score -803446.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (22267 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22267 members 
Entering Unmasked Estep 
Score: -2838590.000000 Penalty: 1626.765015
	Iteration 0F: 2 clusters Score -2838590 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11192 members 
Mstep: Class 2 contains 11075 members 
Entering Unmasked Estep 
Score: -2823605.250000 Penalty: 3253.530029
	Iteration 0F: 3 clusters Score -2823605 nChanged 10137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11717 members 
Mstep: Class 2 contains 10550 members 
Entering Unmasked Estep 
Score: -2829197.250000 Penalty: 3253.530029
	Iteration 1F: 3 clusters Score -2829197 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12077 members 
Mstep: Class 2 contains 10190 members 
Entering Unmasked Estep 
Score: -2829718.750000 Penalty: 3253.530029
	Iteration 2F: 3 clusters Score -2829719 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12597 members 
Mstep: Class 2 contains 9670 members 
Entering Unmasked Estep 
Score: -2830220.250000 Penalty: 3253.530029
	Iteration 3F: 3 clusters Score -2830220 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13268 members 
Mstep: Class 2 contains 8999 members 
Entering Unmasked Estep 
Score: -2830751.250000 Penalty: 3253.530029
	Iteration 4Q: 3 clusters Score -2830751 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14087 members 
Mstep: Class 2 contains 8180 members 
Entering Unmasked Estep 
Score: -2831306.250000 Penalty: 3253.530029
	Iteration 5F: 3 clusters Score -2831306 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15049 members 
Mstep: Class 2 contains 7218 members 
Entering Unmasked Estep 
Score: -2831923.500000 Penalty: 3253.530029
	Iteration 6F: 3 clusters Score -2831924 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16187 members 
Mstep: Class 2 contains 6080 members 
Entering Unmasked Estep 
Score: -2832650.250000 Penalty: 3253.530029
	Iteration 7F: 3 clusters Score -2832650 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17445 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -2833517.000000 Penalty: 3253.530029
	Iteration 8F: 3 clusters Score -2833517 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18765 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -2834488.000000 Penalty: 3253.530029
	Iteration 9F: 3 clusters Score -2834488 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19942 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -2835401.000000 Penalty: 3253.530029
	Iteration 10F: 3 clusters Score -2835401 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20788 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -2836057.250000 Penalty: 3253.530029
	Iteration 11Q: 3 clusters Score -2836057 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21348 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -2836500.500000 Penalty: 3253.530029
	Iteration 12Q: 3 clusters Score -2836500 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21655 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -2836750.250000 Penalty: 3253.530029
	Iteration 13Q: 3 clusters Score -2836750 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21833 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -2836913.250000 Penalty: 3253.530029
	Iteration 14Q: 3 clusters Score -2836913 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21918 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -2836992.000000 Penalty: 3253.530029
	Iteration 15Q: 3 clusters Score -2836992 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21955 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -2837039.750000 Penalty: 3253.530029
	Iteration 16Q: 3 clusters Score -2837040 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21984 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -2837073.250000 Penalty: 3253.530029
	Iteration 17Q: 3 clusters Score -2837073 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22004 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -2837109.500000 Penalty: 3253.530029
	Iteration 18Q: 3 clusters Score -2837110 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22023 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -2837143.250000 Penalty: 3253.530029
	Iteration 19Q: 3 clusters Score -2837143 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22034 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -2837166.500000 Penalty: 3253.530029
	Iteration 20F: 3 clusters Score -2837166 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22036 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -2837187.000000 Penalty: 3253.530029
	Iteration 21Q: 3 clusters Score -2837187 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22035 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -2837191.250000 Penalty: 3253.530029
	Iteration 22Q: 3 clusters Score -2837191 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22037 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -2837196.750000 Penalty: 3253.530029
	Iteration 23Q: 3 clusters Score -2837197 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22037 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -2837196.750000 Penalty: 3253.530029
	Iteration 24F: 3 clusters Score -2837197 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (5505 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5505 members 
Entering Unmasked Estep 
Score: -705266.500000 Penalty: 1399.679443
	Iteration 0F: 2 clusters Score -705266.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -700937.875000 Penalty: 2799.358887
	Iteration 0F: 3 clusters Score -700937.9 nChanged 2250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -702139.125000 Penalty: 2799.358887
	Iteration 1F: 3 clusters Score -702139.1 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -702327.437500 Penalty: 2799.358887
	Iteration 2F: 3 clusters Score -702327.4 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -702429.000000 Penalty: 2799.358887
	Iteration 3Q: 3 clusters Score -702429 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -702518.062500 Penalty: 2799.358887
	Iteration 4Q: 3 clusters Score -702518.1 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -702588.750000 Penalty: 2799.358887
	Iteration 5Q: 3 clusters Score -702588.8 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -702653.250000 Penalty: 2799.358887
	Iteration 6Q: 3 clusters Score -702653.2 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -702709.500000 Penalty: 2799.358887
	Iteration 7Q: 3 clusters Score -702709.5 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -702770.312500 Penalty: 2799.358887
	Iteration 8Q: 3 clusters Score -702770.3 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -702819.562500 Penalty: 2799.358887
	Iteration 9Q: 3 clusters Score -702819.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -702861.750000 Penalty: 2799.358887
	Iteration 10Q: 3 clusters Score -702861.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -702899.125000 Penalty: 2799.358887
	Iteration 11Q: 3 clusters Score -702899.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -702933.125000 Penalty: 2799.358887
	Iteration 12Q: 3 clusters Score -702933.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -702977.812500 Penalty: 2799.358887
	Iteration 13Q: 3 clusters Score -702977.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -703029.875000 Penalty: 2799.358887
	Iteration 14Q: 3 clusters Score -703029.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -703085.437500 Penalty: 2799.358887
	Iteration 15Q: 3 clusters Score -703085.4 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -703147.250000 Penalty: 2799.358887
	Iteration 16Q: 3 clusters Score -703147.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -703215.625000 Penalty: 2799.358887
	Iteration 17Q: 3 clusters Score -703215.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -703281.312500 Penalty: 2799.358887
	Iteration 18Q: 3 clusters Score -703281.3 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -703341.875000 Penalty: 2799.358887
	Iteration 19Q: 3 clusters Score -703341.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -703408.312500 Penalty: 2799.358887
	Iteration 20F: 3 clusters Score -703408.3 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -703480.562500 Penalty: 2799.358887
	Iteration 21Q: 3 clusters Score -703480.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -703558.187500 Penalty: 2799.358887
	Iteration 22Q: 3 clusters Score -703558.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -703636.437500 Penalty: 2799.358887
	Iteration 23Q: 3 clusters Score -703636.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -703708.875000 Penalty: 2799.358887
	Iteration 24Q: 3 clusters Score -703708.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -703769.062500 Penalty: 2799.358887
	Iteration 25Q: 3 clusters Score -703769.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -703823.812500 Penalty: 2799.358887
	Iteration 26Q: 3 clusters Score -703823.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -703871.812500 Penalty: 2799.358887
	Iteration 27Q: 3 clusters Score -703871.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -703912.000000 Penalty: 2799.358887
	Iteration 28Q: 3 clusters Score -703912 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -703949.250000 Penalty: 2799.358887
	Iteration 29Q: 3 clusters Score -703949.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -703988.062500 Penalty: 2799.358887
	Iteration 30Q: 3 clusters Score -703988.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -704027.312500 Penalty: 2799.358887
	Iteration 31Q: 3 clusters Score -704027.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -704064.812500 Penalty: 2799.358887
	Iteration 32Q: 3 clusters Score -704064.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -704091.000000 Penalty: 2799.358887
	Iteration 33Q: 3 clusters Score -704091 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5156 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -704109.562500 Penalty: 2799.358887
	Iteration 34Q: 3 clusters Score -704109.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -704122.125000 Penalty: 2799.358887
	Iteration 35Q: 3 clusters Score -704122.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -704136.437500 Penalty: 2799.358887
	Iteration 36Q: 3 clusters Score -704136.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -704143.125000 Penalty: 2799.358887
	Iteration 37Q: 3 clusters Score -704143.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5170 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -704146.875000 Penalty: 2799.358887
	Iteration 38Q: 3 clusters Score -704146.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -704148.500000 Penalty: 2799.358887
	Iteration 39Q: 3 clusters Score -704148.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -704150.937500 Penalty: 2799.358887
	Iteration 40F: 3 clusters Score -704150.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5179 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -704152.187500 Penalty: 2799.358887
	Iteration 41Q: 3 clusters Score -704152.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -704153.375000 Penalty: 2799.358887
	Iteration 42Q: 3 clusters Score -704153.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -704155.125000 Penalty: 2799.358887
	Iteration 43Q: 3 clusters Score -704155.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5179 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -704156.687500 Penalty: 2799.358887
	Iteration 44Q: 3 clusters Score -704156.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5179 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -704158.812500 Penalty: 2799.358887
	Iteration 45Q: 3 clusters Score -704158.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5179 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -704158.812500 Penalty: 2799.358887
	Iteration 46F: 3 clusters Score -704158.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (4328 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Entering Unmasked Estep 
Score: -522251.531250 Penalty: 1360.589844
	Iteration 0F: 2 clusters Score -522251.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -518708.781250 Penalty: 2721.179688
	Iteration 0F: 3 clusters Score -518708.8 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -519657.468750 Penalty: 2721.179688
	Iteration 1F: 3 clusters Score -519657.5 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -519813.031250 Penalty: 2721.179688
	Iteration 2F: 3 clusters Score -519813 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -519908.593750 Penalty: 2721.179688
	Iteration 3Q: 3 clusters Score -519908.6 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -519995.687500 Penalty: 2721.179688
	Iteration 4Q: 3 clusters Score -519995.7 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -520065.906250 Penalty: 2721.179688
	Iteration 5Q: 3 clusters Score -520065.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -520122.687500 Penalty: 2721.179688
	Iteration 6Q: 3 clusters Score -520122.7 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -520182.125000 Penalty: 2721.179688
	Iteration 7Q: 3 clusters Score -520182.1 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -520262.875000 Penalty: 2721.179688
	Iteration 8Q: 3 clusters Score -520262.9 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -520340.875000 Penalty: 2721.179688
	Iteration 9Q: 3 clusters Score -520340.9 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -520420.281250 Penalty: 2721.179688
	Iteration 10Q: 3 clusters Score -520420.3 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -520513.750000 Penalty: 2721.179688
	Iteration 11Q: 3 clusters Score -520513.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -520606.937500 Penalty: 2721.179688
	Iteration 12Q: 3 clusters Score -520606.9 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -520694.281250 Penalty: 2721.179688
	Iteration 13Q: 3 clusters Score -520694.3 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -520773.437500 Penalty: 2721.179688
	Iteration 14Q: 3 clusters Score -520773.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -520857.093750 Penalty: 2721.179688
	Iteration 15Q: 3 clusters Score -520857.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -520934.656250 Penalty: 2721.179688
	Iteration 16Q: 3 clusters Score -520934.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -520991.062500 Penalty: 2721.179688
	Iteration 17Q: 3 clusters Score -520991.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -521030.187500 Penalty: 2721.179688
	Iteration 18Q: 3 clusters Score -521030.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -521060.875000 Penalty: 2721.179688
	Iteration 19Q: 3 clusters Score -521060.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -521089.812500 Penalty: 2721.179688
	Iteration 20F: 3 clusters Score -521089.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -521109.843750 Penalty: 2721.179688
	Iteration 21Q: 3 clusters Score -521109.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -521124.781250 Penalty: 2721.179688
	Iteration 22Q: 3 clusters Score -521124.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -521135.718750 Penalty: 2721.179688
	Iteration 23Q: 3 clusters Score -521135.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -521139.375000 Penalty: 2721.179688
	Iteration 24Q: 3 clusters Score -521139.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -521141.062500 Penalty: 2721.179688
	Iteration 25Q: 3 clusters Score -521141.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -521145.406250 Penalty: 2721.179688
	Iteration 26Q: 3 clusters Score -521145.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -521148.718750 Penalty: 2721.179688
	Iteration 27Q: 3 clusters Score -521148.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -521151.562500 Penalty: 2721.179688
	Iteration 28Q: 3 clusters Score -521151.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -521152.281250 Penalty: 2721.179688
	Iteration 29Q: 3 clusters Score -521152.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -521152.562500 Penalty: 2721.179688
	Iteration 30Q: 3 clusters Score -521152.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -521152.562500 Penalty: 2721.179688
	Iteration 31Q: 3 clusters Score -521152.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -521153.625000 Penalty: 2721.179688
	Iteration 32Q: 3 clusters Score -521153.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -521155.000000 Penalty: 2721.179688
	Iteration 33Q: 3 clusters Score -521155 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -521156.375000 Penalty: 2721.179688
	Iteration 34Q: 3 clusters Score -521156.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -521156.250000 Penalty: 2721.179688
	Iteration 35Q: 3 clusters Score -521156.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -521156.250000 Penalty: 2721.179688
	Iteration 36F: 3 clusters Score -521156.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (12868 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12868 members 
Entering Unmasked Estep 
Score: -1638179.125000 Penalty: 1537.656006
	Iteration 0F: 2 clusters Score -1638179 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6395 members 
Mstep: Class 2 contains 6473 members 
Entering Unmasked Estep 
Score: -1629120.875000 Penalty: 3075.312012
	Iteration 0F: 3 clusters Score -1629121 nChanged 5670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6199 members 
Mstep: Class 2 contains 6669 members 
Entering Unmasked Estep 
Score: -1632265.750000 Penalty: 3075.312012
	Iteration 1F: 3 clusters Score -1632266 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6056 members 
Mstep: Class 2 contains 6812 members 
Entering Unmasked Estep 
Score: -1632524.625000 Penalty: 3075.312012
	Iteration 2F: 3 clusters Score -1632525 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5869 members 
Mstep: Class 2 contains 6999 members 
Entering Unmasked Estep 
Score: -1632728.125000 Penalty: 3075.312012
	Iteration 3Q: 3 clusters Score -1632728 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5670 members 
Mstep: Class 2 contains 7198 members 
Entering Unmasked Estep 
Score: -1632902.500000 Penalty: 3075.312012
	Iteration 4Q: 3 clusters Score -1632902 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5463 members 
Mstep: Class 2 contains 7405 members 
Entering Unmasked Estep 
Score: -1633062.250000 Penalty: 3075.312012
	Iteration 5Q: 3 clusters Score -1633062 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5239 members 
Mstep: Class 2 contains 7629 members 
Entering Unmasked Estep 
Score: -1633261.125000 Penalty: 3075.312012
	Iteration 6Q: 3 clusters Score -1633261 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 7900 members 
Entering Unmasked Estep 
Score: -1633473.250000 Penalty: 3075.312012
	Iteration 7Q: 3 clusters Score -1633473 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 8194 members 
Entering Unmasked Estep 
Score: -1633681.750000 Penalty: 3075.312012
	Iteration 8Q: 3 clusters Score -1633682 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 8558 members 
Entering Unmasked Estep 
Score: -1633932.125000 Penalty: 3075.312012
	Iteration 9Q: 3 clusters Score -1633932 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 8945 members 
Entering Unmasked Estep 
Score: -1634175.375000 Penalty: 3075.312012
	Iteration 10Q: 3 clusters Score -1634175 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 9364 members 
Entering Unmasked Estep 
Score: -1634463.250000 Penalty: 3075.312012
	Iteration 11Q: 3 clusters Score -1634463 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 9851 members 
Entering Unmasked Estep 
Score: -1634791.750000 Penalty: 3075.312012
	Iteration 12Q: 3 clusters Score -1634792 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 10317 members 
Entering Unmasked Estep 
Score: -1635115.500000 Penalty: 3075.312012
	Iteration 13Q: 3 clusters Score -1635116 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 10742 members 
Entering Unmasked Estep 
Score: -1635414.125000 Penalty: 3075.312012
	Iteration 14Q: 3 clusters Score -1635414 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 11162 members 
Entering Unmasked Estep 
Score: -1635721.375000 Penalty: 3075.312012
	Iteration 15Q: 3 clusters Score -1635721 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 11542 members 
Entering Unmasked Estep 
Score: -1635998.000000 Penalty: 3075.312012
	Iteration 16Q: 3 clusters Score -1635998 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 11836 members 
Entering Unmasked Estep 
Score: -1636208.500000 Penalty: 3075.312012
	Iteration 17Q: 3 clusters Score -1636208 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 12075 members 
Entering Unmasked Estep 
Score: -1636399.125000 Penalty: 3075.312012
	Iteration 18Q: 3 clusters Score -1636399 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 12245 members 
Entering Unmasked Estep 
Score: -1636529.250000 Penalty: 3075.312012
	Iteration 19Q: 3 clusters Score -1636529 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 12347 members 
Entering Unmasked Estep 
Score: -1636605.500000 Penalty: 3075.312012
	Iteration 20F: 3 clusters Score -1636606 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 12419 members 
Entering Unmasked Estep 
Score: -1636659.625000 Penalty: 3075.312012
	Iteration 21Q: 3 clusters Score -1636660 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 12476 members 
Entering Unmasked Estep 
Score: -1636700.625000 Penalty: 3075.312012
	Iteration 22Q: 3 clusters Score -1636701 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 12516 members 
Entering Unmasked Estep 
Score: -1636722.125000 Penalty: 3075.312012
	Iteration 23Q: 3 clusters Score -1636722 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 12543 members 
Entering Unmasked Estep 
Score: -1636740.500000 Penalty: 3075.312012
	Iteration 24Q: 3 clusters Score -1636740 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 12568 members 
Entering Unmasked Estep 
Score: -1636755.250000 Penalty: 3075.312012
	Iteration 25Q: 3 clusters Score -1636755 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 12590 members 
Entering Unmasked Estep 
Score: -1636774.250000 Penalty: 3075.312012
	Iteration 26Q: 3 clusters Score -1636774 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 12597 members 
Entering Unmasked Estep 
Score: -1636790.500000 Penalty: 3075.312012
	Iteration 27Q: 3 clusters Score -1636790 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 12603 members 
Entering Unmasked Estep 
Score: -1636800.375000 Penalty: 3075.312012
	Iteration 28Q: 3 clusters Score -1636800 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 12608 members 
Entering Unmasked Estep 
Score: -1636807.375000 Penalty: 3075.312012
	Iteration 29Q: 3 clusters Score -1636807 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 12615 members 
Entering Unmasked Estep 
Score: -1636814.125000 Penalty: 3075.312012
	Iteration 30Q: 3 clusters Score -1636814 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 12619 members 
Entering Unmasked Estep 
Score: -1636818.375000 Penalty: 3075.312012
	Iteration 31Q: 3 clusters Score -1636818 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 12626 members 
Entering Unmasked Estep 
Score: -1636828.250000 Penalty: 3075.312012
	Iteration 32Q: 3 clusters Score -1636828 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 12631 members 
Entering Unmasked Estep 
Score: -1636835.125000 Penalty: 3075.312012
	Iteration 33Q: 3 clusters Score -1636835 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 12628 members 
Entering Unmasked Estep 
Score: -1636839.875000 Penalty: 3075.312012
	Iteration 34Q: 3 clusters Score -1636840 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 12629 members 
Entering Unmasked Estep 
Score: -1636845.500000 Penalty: 3075.312012
	Iteration 35Q: 3 clusters Score -1636846 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 12630 members 
Entering Unmasked Estep 
Score: -1636847.250000 Penalty: 3075.312012
	Iteration 36Q: 3 clusters Score -1636847 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 12631 members 
Entering Unmasked Estep 
Score: -1636847.625000 Penalty: 3075.312012
	Iteration 37Q: 3 clusters Score -1636848 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 12631 members 
Entering Unmasked Estep 
Score: -1636848.250000 Penalty: 3075.312012
	Iteration 38Q: 3 clusters Score -1636848 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 12632 members 
Entering Unmasked Estep 
Score: -1636847.750000 Penalty: 3075.312012
	Iteration 39Q: 3 clusters Score -1636848 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 12632 members 
Entering Unmasked Estep 
Score: -1636847.750000 Penalty: 3075.312012
	Iteration 40F: 3 clusters Score -1636848 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (7817 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7817 members 
Entering Unmasked Estep 
Score: -988392.375000 Penalty: 1456.659058
	Iteration 0F: 2 clusters Score -988392.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -982734.687500 Penalty: 2913.318115
	Iteration 0F: 3 clusters Score -982734.7 nChanged 3212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -984543.375000 Penalty: 2913.318115
	Iteration 1F: 3 clusters Score -984543.4 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -985047.250000 Penalty: 2913.318115
	Iteration 2F: 3 clusters Score -985047.2 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -985605.625000 Penalty: 2913.318115
	Iteration 3F: 3 clusters Score -985605.6 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 4946 members 
Entering Unmasked Estep 
Score: -986108.500000 Penalty: 2913.318115
	Iteration 4F: 3 clusters Score -986108.5 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 5234 members 
Entering Unmasked Estep 
Score: -986427.062500 Penalty: 2913.318115
	Iteration 5F: 3 clusters Score -986427.1 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 5489 members 
Entering Unmasked Estep 
Score: -986649.750000 Penalty: 2913.318115
	Iteration 6Q: 3 clusters Score -986649.8 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 5681 members 
Entering Unmasked Estep 
Score: -986791.812500 Penalty: 2913.318115
	Iteration 7Q: 3 clusters Score -986791.8 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 5860 members 
Entering Unmasked Estep 
Score: -986903.875000 Penalty: 2913.318115
	Iteration 8Q: 3 clusters Score -986903.9 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 5996 members 
Entering Unmasked Estep 
Score: -986978.375000 Penalty: 2913.318115
	Iteration 9Q: 3 clusters Score -986978.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 6105 members 
Entering Unmasked Estep 
Score: -987026.875000 Penalty: 2913.318115
	Iteration 10Q: 3 clusters Score -987026.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 6205 members 
Entering Unmasked Estep 
Score: -987076.750000 Penalty: 2913.318115
	Iteration 11Q: 3 clusters Score -987076.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 6293 members 
Entering Unmasked Estep 
Score: -987124.812500 Penalty: 2913.318115
	Iteration 12Q: 3 clusters Score -987124.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 6374 members 
Entering Unmasked Estep 
Score: -987166.875000 Penalty: 2913.318115
	Iteration 13Q: 3 clusters Score -987166.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 6443 members 
Entering Unmasked Estep 
Score: -987192.687500 Penalty: 2913.318115
	Iteration 14Q: 3 clusters Score -987192.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 6503 members 
Entering Unmasked Estep 
Score: -987221.187500 Penalty: 2913.318115
	Iteration 15Q: 3 clusters Score -987221.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 6559 members 
Entering Unmasked Estep 
Score: -987241.125000 Penalty: 2913.318115
	Iteration 16Q: 3 clusters Score -987241.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 6600 members 
Entering Unmasked Estep 
Score: -987258.250000 Penalty: 2913.318115
	Iteration 17Q: 3 clusters Score -987258.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 6645 members 
Entering Unmasked Estep 
Score: -987279.187500 Penalty: 2913.318115
	Iteration 18Q: 3 clusters Score -987279.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 6688 members 
Entering Unmasked Estep 
Score: -987298.437500 Penalty: 2913.318115
	Iteration 19Q: 3 clusters Score -987298.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 6714 members 
Entering Unmasked Estep 
Score: -987307.312500 Penalty: 2913.318115
	Iteration 20F: 3 clusters Score -987307.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 6737 members 
Entering Unmasked Estep 
Score: -987314.375000 Penalty: 2913.318115
	Iteration 21Q: 3 clusters Score -987314.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 6755 members 
Entering Unmasked Estep 
Score: -987319.750000 Penalty: 2913.318115
	Iteration 22Q: 3 clusters Score -987319.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 6772 members 
Entering Unmasked Estep 
Score: -987326.500000 Penalty: 2913.318115
	Iteration 23Q: 3 clusters Score -987326.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 6792 members 
Entering Unmasked Estep 
Score: -987333.062500 Penalty: 2913.318115
	Iteration 24Q: 3 clusters Score -987333.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 6813 members 
Entering Unmasked Estep 
Score: -987337.125000 Penalty: 2913.318115
	Iteration 25Q: 3 clusters Score -987337.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 6830 members 
Entering Unmasked Estep 
Score: -987345.312500 Penalty: 2913.318115
	Iteration 26Q: 3 clusters Score -987345.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 6850 members 
Entering Unmasked Estep 
Score: -987354.375000 Penalty: 2913.318115
	Iteration 27Q: 3 clusters Score -987354.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 6871 members 
Entering Unmasked Estep 
Score: -987365.687500 Penalty: 2913.318115
	Iteration 28Q: 3 clusters Score -987365.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 6890 members 
Entering Unmasked Estep 
Score: -987371.687500 Penalty: 2913.318115
	Iteration 29Q: 3 clusters Score -987371.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 6907 members 
Entering Unmasked Estep 
Score: -987377.562500 Penalty: 2913.318115
	Iteration 30Q: 3 clusters Score -987377.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 6925 members 
Entering Unmasked Estep 
Score: -987383.125000 Penalty: 2913.318115
	Iteration 31Q: 3 clusters Score -987383.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 6941 members 
Entering Unmasked Estep 
Score: -987391.062500 Penalty: 2913.318115
	Iteration 32Q: 3 clusters Score -987391.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 6957 members 
Entering Unmasked Estep 
Score: -987397.250000 Penalty: 2913.318115
	Iteration 33Q: 3 clusters Score -987397.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 6966 members 
Entering Unmasked Estep 
Score: -987401.000000 Penalty: 2913.318115
	Iteration 34Q: 3 clusters Score -987401 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 6978 members 
Entering Unmasked Estep 
Score: -987404.250000 Penalty: 2913.318115
	Iteration 35Q: 3 clusters Score -987404.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 6981 members 
Entering Unmasked Estep 
Score: -987406.250000 Penalty: 2913.318115
	Iteration 36Q: 3 clusters Score -987406.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 6985 members 
Entering Unmasked Estep 
Score: -987405.937500 Penalty: 2913.318115
	Iteration 37Q: 3 clusters Score -987405.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 6984 members 
Entering Unmasked Estep 
Score: -987407.625000 Penalty: 2913.318115
	Iteration 38Q: 3 clusters Score -987407.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 6986 members 
Entering Unmasked Estep 
Score: -987409.062500 Penalty: 2913.318115
	Iteration 39Q: 3 clusters Score -987409.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 6987 members 
Entering Unmasked Estep 
Score: -987408.125000 Penalty: 2913.318115
	Iteration 40F: 3 clusters Score -987408.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 6988 members 
Entering Unmasked Estep 
Score: -987409.000000 Penalty: 2913.318115
	Iteration 41Q: 3 clusters Score -987409 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 6990 members 
Entering Unmasked Estep 
Score: -987408.125000 Penalty: 2913.318115
	Iteration 42Q: 3 clusters Score -987408.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 6993 members 
Entering Unmasked Estep 
Score: -987411.062500 Penalty: 2913.318115
	Iteration 43Q: 3 clusters Score -987411.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 6995 members 
Entering Unmasked Estep 
Score: -987410.062500 Penalty: 2913.318115
	Iteration 44Q: 3 clusters Score -987410.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 6997 members 
Entering Unmasked Estep 
Score: -987411.125000 Penalty: 2913.318115
	Iteration 45Q: 3 clusters Score -987411.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 6999 members 
Entering Unmasked Estep 
Score: -987411.375000 Penalty: 2913.318115
	Iteration 46Q: 3 clusters Score -987411.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 6999 members 
Entering Unmasked Estep 
Score: -987411.375000 Penalty: 2913.318115
	Iteration 47F: 3 clusters Score -987411.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (4569 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Entering Unmasked Estep 
Score: -560262.500000 Penalty: 1369.395508
	Iteration 0F: 2 clusters Score -560262.5 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 2265 members 
Entering Unmasked Estep 
Score: -556607.312500 Penalty: 2738.791016
	Iteration 0F: 3 clusters Score -556607.3 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -557598.625000 Penalty: 2738.791016
	Iteration 1F: 3 clusters Score -557598.6 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -557806.125000 Penalty: 2738.791016
	Iteration 2F: 3 clusters Score -557806.1 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -557974.250000 Penalty: 2738.791016
	Iteration 3F: 3 clusters Score -557974.2 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -558119.750000 Penalty: 2738.791016
	Iteration 4Q: 3 clusters Score -558119.8 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -558272.437500 Penalty: 2738.791016
	Iteration 5Q: 3 clusters Score -558272.4 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -558424.125000 Penalty: 2738.791016
	Iteration 6Q: 3 clusters Score -558424.1 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -558575.625000 Penalty: 2738.791016
	Iteration 7Q: 3 clusters Score -558575.6 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -558723.125000 Penalty: 2738.791016
	Iteration 8Q: 3 clusters Score -558723.1 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -558886.437500 Penalty: 2738.791016
	Iteration 9Q: 3 clusters Score -558886.4 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -559069.750000 Penalty: 2738.791016
	Iteration 10Q: 3 clusters Score -559069.8 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -559207.812500 Penalty: 2738.791016
	Iteration 11Q: 3 clusters Score -559207.8 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -559298.750000 Penalty: 2738.791016
	Iteration 12Q: 3 clusters Score -559298.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -559370.937500 Penalty: 2738.791016
	Iteration 13Q: 3 clusters Score -559370.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -559417.437500 Penalty: 2738.791016
	Iteration 14Q: 3 clusters Score -559417.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -559452.125000 Penalty: 2738.791016
	Iteration 15Q: 3 clusters Score -559452.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -559475.375000 Penalty: 2738.791016
	Iteration 16Q: 3 clusters Score -559475.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -559486.562500 Penalty: 2738.791016
	Iteration 17Q: 3 clusters Score -559486.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -559491.875000 Penalty: 2738.791016
	Iteration 18Q: 3 clusters Score -559491.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -559499.687500 Penalty: 2738.791016
	Iteration 19Q: 3 clusters Score -559499.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -559505.187500 Penalty: 2738.791016
	Iteration 20F: 3 clusters Score -559505.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -559509.062500 Penalty: 2738.791016
	Iteration 21Q: 3 clusters Score -559509.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -559512.500000 Penalty: 2738.791016
	Iteration 22Q: 3 clusters Score -559512.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -559513.437500 Penalty: 2738.791016
	Iteration 23Q: 3 clusters Score -559513.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -559514.812500 Penalty: 2738.791016
	Iteration 24Q: 3 clusters Score -559514.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -559516.187500 Penalty: 2738.791016
	Iteration 25Q: 3 clusters Score -559516.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -559516.812500 Penalty: 2738.791016
	Iteration 26Q: 3 clusters Score -559516.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -559518.187500 Penalty: 2738.791016
	Iteration 27Q: 3 clusters Score -559518.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -559520.437500 Penalty: 2738.791016
	Iteration 28Q: 3 clusters Score -559520.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -559523.500000 Penalty: 2738.791016
	Iteration 29Q: 3 clusters Score -559523.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -559525.187500 Penalty: 2738.791016
	Iteration 30Q: 3 clusters Score -559525.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -559525.625000 Penalty: 2738.791016
	Iteration 31Q: 3 clusters Score -559525.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -559527.625000 Penalty: 2738.791016
	Iteration 32Q: 3 clusters Score -559527.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -559531.125000 Penalty: 2738.791016
	Iteration 33Q: 3 clusters Score -559531.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -559532.875000 Penalty: 2738.791016
	Iteration 34Q: 3 clusters Score -559532.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -559533.875000 Penalty: 2738.791016
	Iteration 35Q: 3 clusters Score -559533.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -559533.437500 Penalty: 2738.791016
	Iteration 36Q: 3 clusters Score -559533.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -559533.312500 Penalty: 2738.791016
	Iteration 37Q: 3 clusters Score -559533.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -559534.937500 Penalty: 2738.791016
	Iteration 38Q: 3 clusters Score -559534.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -559535.312500 Penalty: 2738.791016
	Iteration 39Q: 3 clusters Score -559535.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -559535.500000 Penalty: 2738.791016
	Iteration 40F: 3 clusters Score -559535.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -559536.687500 Penalty: 2738.791016
	Iteration 41Q: 3 clusters Score -559536.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -559536.500000 Penalty: 2738.791016
	Iteration 42Q: 3 clusters Score -559536.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -559536.312500 Penalty: 2738.791016
	Iteration 43Q: 3 clusters Score -559536.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -559536.312500 Penalty: 2738.791016
	Iteration 44F: 3 clusters Score -559536.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (48897 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48897 members 
Entering Unmasked Estep 
Score: -6123935.000000 Penalty: 1754.588989
	Iteration 0F: 2 clusters Score -6123935 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24339 members 
Mstep: Class 2 contains 24558 members 
Entering Unmasked Estep 
Score: -6091212.500000 Penalty: 3509.177979
	Iteration 0F: 3 clusters Score -6091212 nChanged 22922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23423 members 
Mstep: Class 2 contains 25474 members 
Entering Unmasked Estep 
Score: -6104244.500000 Penalty: 3509.177979
	Iteration 1F: 3 clusters Score -6104244 nChanged 2042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22857 members 
Mstep: Class 2 contains 26040 members 
Entering Unmasked Estep 
Score: -6104864.500000 Penalty: 3509.177979
	Iteration 2Q: 3 clusters Score -6104864 nChanged 2109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21970 members 
Mstep: Class 2 contains 26927 members 
Entering Unmasked Estep 
Score: -6105627.000000 Penalty: 3509.177979
	Iteration 3Q: 3 clusters Score -6105627 nChanged 2258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20676 members 
Mstep: Class 2 contains 28221 members 
Entering Unmasked Estep 
Score: -6106671.500000 Penalty: 3509.177979
	Iteration 4Q: 3 clusters Score -6106672 nChanged 2477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18963 members 
Mstep: Class 2 contains 29934 members 
Entering Unmasked Estep 
Score: -6108046.000000 Penalty: 3509.177979
	Iteration 5F: 3 clusters Score -6108046 nChanged 2883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16758 members 
Mstep: Class 2 contains 32139 members 
Entering Unmasked Estep 
Score: -6110104.500000 Penalty: 3509.177979
	Iteration 6F: 3 clusters Score -6110104 nChanged 3175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14233 members 
Mstep: Class 2 contains 34664 members 
Entering Unmasked Estep 
Score: -6112586.500000 Penalty: 3509.177979
	Iteration 7F: 3 clusters Score -6112586 nChanged 3088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11719 members 
Mstep: Class 2 contains 37178 members 
Entering Unmasked Estep 
Score: -6115125.500000 Penalty: 3509.177979
	Iteration 8F: 3 clusters Score -6115126 nChanged 2670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9593 members 
Mstep: Class 2 contains 39304 members 
Entering Unmasked Estep 
Score: -6117272.500000 Penalty: 3509.177979
	Iteration 9F: 3 clusters Score -6117272 nChanged 2149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8000 members 
Mstep: Class 2 contains 40897 members 
Entering Unmasked Estep 
Score: -6119147.500000 Penalty: 3509.177979
	Iteration 10Q: 3 clusters Score -6119148 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6881 members 
Mstep: Class 2 contains 42016 members 
Entering Unmasked Estep 
Score: -6120876.000000 Penalty: 3509.177979
	Iteration 11Q: 3 clusters Score -6120876 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6299 members 
Mstep: Class 2 contains 42598 members 
Entering Unmasked Estep 
Score: -6121894.500000 Penalty: 3509.177979
	Iteration 12Q: 3 clusters Score -6121894 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6028 members 
Mstep: Class 2 contains 42869 members 
Entering Unmasked Estep 
Score: -6122294.000000 Penalty: 3509.177979
	Iteration 13Q: 3 clusters Score -6122294 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5888 members 
Mstep: Class 2 contains 43009 members 
Entering Unmasked Estep 
Score: -6122462.000000 Penalty: 3509.177979
	Iteration 14Q: 3 clusters Score -6122462 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5783 members 
Mstep: Class 2 contains 43114 members 
Entering Unmasked Estep 
Score: -6122572.000000 Penalty: 3509.177979
	Iteration 15Q: 3 clusters Score -6122572 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 43183 members 
Entering Unmasked Estep 
Score: -6122634.500000 Penalty: 3509.177979
	Iteration 16Q: 3 clusters Score -6122634 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5668 members 
Mstep: Class 2 contains 43229 members 
Entering Unmasked Estep 
Score: -6122688.500000 Penalty: 3509.177979
	Iteration 17Q: 3 clusters Score -6122688 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5630 members 
Mstep: Class 2 contains 43267 members 
Entering Unmasked Estep 
Score: -6122709.000000 Penalty: 3509.177979
	Iteration 18Q: 3 clusters Score -6122709 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5586 members 
Mstep: Class 2 contains 43311 members 
Entering Unmasked Estep 
Score: -6122741.500000 Penalty: 3509.177979
	Iteration 19Q: 3 clusters Score -6122742 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5553 members 
Mstep: Class 2 contains 43344 members 
Entering Unmasked Estep 
Score: -6122753.000000 Penalty: 3509.177979
	Iteration 20F: 3 clusters Score -6122753 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 43361 members 
Entering Unmasked Estep 
Score: -6122761.500000 Penalty: 3509.177979
	Iteration 21Q: 3 clusters Score -6122762 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 43376 members 
Entering Unmasked Estep 
Score: -6122761.000000 Penalty: 3509.177979
	Iteration 22Q: 3 clusters Score -6122761 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5498 members 
Mstep: Class 2 contains 43399 members 
Entering Unmasked Estep 
Score: -6122788.000000 Penalty: 3509.177979
	Iteration 23Q: 3 clusters Score -6122788 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5472 members 
Mstep: Class 2 contains 43425 members 
Entering Unmasked Estep 
Score: -6122796.000000 Penalty: 3509.177979
	Iteration 24Q: 3 clusters Score -6122796 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5447 members 
Mstep: Class 2 contains 43450 members 
Entering Unmasked Estep 
Score: -6122792.500000 Penalty: 3509.177979
	Iteration 25Q: 3 clusters Score -6122792 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 43462 members 
Entering Unmasked Estep 
Score: -6122816.000000 Penalty: 3509.177979
	Iteration 26Q: 3 clusters Score -6122816 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5432 members 
Mstep: Class 2 contains 43465 members 
Entering Unmasked Estep 
Score: -6122810.500000 Penalty: 3509.177979
	Iteration 27Q: 3 clusters Score -6122810 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 43473 members 
Entering Unmasked Estep 
Score: -6122814.000000 Penalty: 3509.177979
	Iteration 28Q: 3 clusters Score -6122814 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5419 members 
Mstep: Class 2 contains 43478 members 
Entering Unmasked Estep 
Score: -6122821.000000 Penalty: 3509.177979
	Iteration 29Q: 3 clusters Score -6122821 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5417 members 
Mstep: Class 2 contains 43480 members 
Entering Unmasked Estep 
Score: -6122818.000000 Penalty: 3509.177979
	Iteration 30Q: 3 clusters Score -6122818 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 43484 members 
Entering Unmasked Estep 
Score: -6122819.000000 Penalty: 3509.177979
	Iteration 31Q: 3 clusters Score -6122819 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 43486 members 
Entering Unmasked Estep 
Score: -6122815.500000 Penalty: 3509.177979
	Iteration 32Q: 3 clusters Score -6122816 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5409 members 
Mstep: Class 2 contains 43488 members 
Entering Unmasked Estep 
Score: -6122811.500000 Penalty: 3509.177979
	Iteration 33Q: 3 clusters Score -6122812 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 43491 members 
Entering Unmasked Estep 
Score: -6122813.500000 Penalty: 3509.177979
	Iteration 34Q: 3 clusters Score -6122814 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 43494 members 
Entering Unmasked Estep 
Score: -6122813.500000 Penalty: 3509.177979
	Iteration 35Q: 3 clusters Score -6122814 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5399 members 
Mstep: Class 2 contains 43498 members 
Entering Unmasked Estep 
Score: -6122811.500000 Penalty: 3509.177979
	Iteration 36Q: 3 clusters Score -6122812 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5400 members 
Mstep: Class 2 contains 43497 members 
Entering Unmasked Estep 
Score: -6122817.000000 Penalty: 3509.177979
	Iteration 37Q: 3 clusters Score -6122817 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5401 members 
Mstep: Class 2 contains 43496 members 
Entering Unmasked Estep 
Score: -6122815.000000 Penalty: 3509.177979
	Iteration 38Q: 3 clusters Score -6122815 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5399 members 
Mstep: Class 2 contains 43498 members 
Entering Unmasked Estep 
Score: -6122814.500000 Penalty: 3509.177979
	Iteration 39Q: 3 clusters Score -6122814 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5399 members 
Mstep: Class 2 contains 43498 members 
Entering Unmasked Estep 
Score: -6122816.500000 Penalty: 3509.177979
	Iteration 40F: 3 clusters Score -6122816 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5402 members 
Mstep: Class 2 contains 43495 members 
Entering Unmasked Estep 
Score: -6122817.500000 Penalty: 3509.177979
	Iteration 41Q: 3 clusters Score -6122818 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 43494 members 
Entering Unmasked Estep 
Score: -6122820.000000 Penalty: 3509.177979
	Iteration 42Q: 3 clusters Score -6122820 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 43494 members 
Entering Unmasked Estep 
Score: -6122820.000000 Penalty: 3509.177979
	Iteration 43F: 3 clusters Score -6122820 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (4479 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Entering Unmasked Estep 
Score: -544549.937500 Penalty: 1366.162720
	Iteration 0F: 2 clusters Score -544549.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -540893.250000 Penalty: 2732.325439
	Iteration 0F: 3 clusters Score -540893.2 nChanged 1835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -542011.875000 Penalty: 2732.325439
	Iteration 1F: 3 clusters Score -542011.9 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -542299.312500 Penalty: 2732.325439
	Iteration 2F: 3 clusters Score -542299.3 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -542511.812500 Penalty: 2732.325439
	Iteration 3F: 3 clusters Score -542511.8 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -542724.500000 Penalty: 2732.325439
	Iteration 4F: 3 clusters Score -542724.5 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -542902.375000 Penalty: 2732.325439
	Iteration 5F: 3 clusters Score -542902.4 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -543029.000000 Penalty: 2732.325439
	Iteration 6Q: 3 clusters Score -543029 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -543153.000000 Penalty: 2732.325439
	Iteration 7Q: 3 clusters Score -543153 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -543302.375000 Penalty: 2732.325439
	Iteration 8Q: 3 clusters Score -543302.4 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -543443.250000 Penalty: 2732.325439
	Iteration 9Q: 3 clusters Score -543443.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -543535.437500 Penalty: 2732.325439
	Iteration 10Q: 3 clusters Score -543535.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -543595.125000 Penalty: 2732.325439
	Iteration 11Q: 3 clusters Score -543595.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -543633.687500 Penalty: 2732.325439
	Iteration 12Q: 3 clusters Score -543633.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -543662.875000 Penalty: 2732.325439
	Iteration 13Q: 3 clusters Score -543662.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -543687.562500 Penalty: 2732.325439
	Iteration 14Q: 3 clusters Score -543687.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -543706.312500 Penalty: 2732.325439
	Iteration 15Q: 3 clusters Score -543706.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -543718.250000 Penalty: 2732.325439
	Iteration 16Q: 3 clusters Score -543718.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -543723.062500 Penalty: 2732.325439
	Iteration 17Q: 3 clusters Score -543723.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -543728.375000 Penalty: 2732.325439
	Iteration 18Q: 3 clusters Score -543728.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -543732.312500 Penalty: 2732.325439
	Iteration 19Q: 3 clusters Score -543732.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -543741.500000 Penalty: 2732.325439
	Iteration 20F: 3 clusters Score -543741.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -543746.625000 Penalty: 2732.325439
	Iteration 21Q: 3 clusters Score -543746.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -543751.250000 Penalty: 2732.325439
	Iteration 22Q: 3 clusters Score -543751.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -543754.000000 Penalty: 2732.325439
	Iteration 23Q: 3 clusters Score -543754 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -543756.750000 Penalty: 2732.325439
	Iteration 24Q: 3 clusters Score -543756.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -543761.000000 Penalty: 2732.325439
	Iteration 25Q: 3 clusters Score -543761 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -543763.375000 Penalty: 2732.325439
	Iteration 26Q: 3 clusters Score -543763.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -543766.062500 Penalty: 2732.325439
	Iteration 27Q: 3 clusters Score -543766.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -543770.125000 Penalty: 2732.325439
	Iteration 28Q: 3 clusters Score -543770.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -543772.125000 Penalty: 2732.325439
	Iteration 29Q: 3 clusters Score -543772.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -543774.250000 Penalty: 2732.325439
	Iteration 30Q: 3 clusters Score -543774.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -543776.125000 Penalty: 2732.325439
	Iteration 31Q: 3 clusters Score -543776.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -543776.875000 Penalty: 2732.325439
	Iteration 32Q: 3 clusters Score -543776.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -543780.687500 Penalty: 2732.325439
	Iteration 33Q: 3 clusters Score -543780.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -543780.937500 Penalty: 2732.325439
	Iteration 34Q: 3 clusters Score -543780.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -543785.500000 Penalty: 2732.325439
	Iteration 35Q: 3 clusters Score -543785.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -543791.437500 Penalty: 2732.325439
	Iteration 36Q: 3 clusters Score -543791.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -543796.687500 Penalty: 2732.325439
	Iteration 37Q: 3 clusters Score -543796.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -543799.937500 Penalty: 2732.325439
	Iteration 38Q: 3 clusters Score -543799.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -543802.187500 Penalty: 2732.325439
	Iteration 39Q: 3 clusters Score -543802.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -543802.125000 Penalty: 2732.325439
	Iteration 40F: 3 clusters Score -543802.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (9417 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9417 members 
Entering Unmasked Estep 
Score: -1187291.375000 Penalty: 1486.919067
	Iteration 0F: 2 clusters Score -1187291 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -1180483.750000 Penalty: 2973.838135
	Iteration 0F: 3 clusters Score -1180484 nChanged 4058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -1182739.625000 Penalty: 2973.838135
	Iteration 1F: 3 clusters Score -1182740 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -1183000.375000 Penalty: 2973.838135
	Iteration 2F: 3 clusters Score -1183000 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -1183202.250000 Penalty: 2973.838135
	Iteration 3F: 3 clusters Score -1183202 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5148 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -1183352.875000 Penalty: 2973.838135
	Iteration 4Q: 3 clusters Score -1183353 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -1183477.375000 Penalty: 2973.838135
	Iteration 5Q: 3 clusters Score -1183477 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5396 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -1183631.250000 Penalty: 2973.838135
	Iteration 6Q: 3 clusters Score -1183631 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5547 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -1183791.875000 Penalty: 2973.838135
	Iteration 7Q: 3 clusters Score -1183792 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5702 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -1183969.625000 Penalty: 2973.838135
	Iteration 8Q: 3 clusters Score -1183970 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5834 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -1184128.250000 Penalty: 2973.838135
	Iteration 9Q: 3 clusters Score -1184128 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5939 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -1184261.125000 Penalty: 2973.838135
	Iteration 10Q: 3 clusters Score -1184261 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6049 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -1184393.750000 Penalty: 2973.838135
	Iteration 11Q: 3 clusters Score -1184394 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6180 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -1184508.125000 Penalty: 2973.838135
	Iteration 12Q: 3 clusters Score -1184508 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6296 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -1184627.750000 Penalty: 2973.838135
	Iteration 13Q: 3 clusters Score -1184628 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6420 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -1184747.000000 Penalty: 2973.838135
	Iteration 14Q: 3 clusters Score -1184747 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6552 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -1184871.125000 Penalty: 2973.838135
	Iteration 15Q: 3 clusters Score -1184871 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6685 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -1184973.125000 Penalty: 2973.838135
	Iteration 16Q: 3 clusters Score -1184973 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6801 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -1185048.250000 Penalty: 2973.838135
	Iteration 17Q: 3 clusters Score -1185048 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6906 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -1185095.375000 Penalty: 2973.838135
	Iteration 18Q: 3 clusters Score -1185095 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7002 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -1185139.875000 Penalty: 2973.838135
	Iteration 19Q: 3 clusters Score -1185140 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7097 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -1185177.250000 Penalty: 2973.838135
	Iteration 20F: 3 clusters Score -1185177 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7183 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -1185208.750000 Penalty: 2973.838135
	Iteration 21Q: 3 clusters Score -1185209 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7271 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -1185242.000000 Penalty: 2973.838135
	Iteration 22Q: 3 clusters Score -1185242 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7362 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -1185275.000000 Penalty: 2973.838135
	Iteration 23Q: 3 clusters Score -1185275 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7450 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -1185311.000000 Penalty: 2973.838135
	Iteration 24Q: 3 clusters Score -1185311 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7550 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -1185355.875000 Penalty: 2973.838135
	Iteration 25Q: 3 clusters Score -1185356 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7644 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -1185389.875000 Penalty: 2973.838135
	Iteration 26Q: 3 clusters Score -1185390 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7728 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -1185421.125000 Penalty: 2973.838135
	Iteration 27Q: 3 clusters Score -1185421 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7798 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -1185453.625000 Penalty: 2973.838135
	Iteration 28Q: 3 clusters Score -1185454 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7886 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -1185488.125000 Penalty: 2973.838135
	Iteration 29Q: 3 clusters Score -1185488 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7974 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -1185526.875000 Penalty: 2973.838135
	Iteration 30Q: 3 clusters Score -1185527 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8048 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -1185552.875000 Penalty: 2973.838135
	Iteration 31Q: 3 clusters Score -1185553 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8110 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -1185583.875000 Penalty: 2973.838135
	Iteration 32Q: 3 clusters Score -1185584 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8174 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -1185610.375000 Penalty: 2973.838135
	Iteration 33Q: 3 clusters Score -1185610 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8223 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -1185634.500000 Penalty: 2973.838135
	Iteration 34Q: 3 clusters Score -1185634 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8276 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -1185657.750000 Penalty: 2973.838135
	Iteration 35Q: 3 clusters Score -1185658 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8329 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -1185681.375000 Penalty: 2973.838135
	Iteration 36Q: 3 clusters Score -1185681 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8377 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -1185699.750000 Penalty: 2973.838135
	Iteration 37Q: 3 clusters Score -1185700 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8424 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -1185725.250000 Penalty: 2973.838135
	Iteration 38Q: 3 clusters Score -1185725 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8466 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -1185742.625000 Penalty: 2973.838135
	Iteration 39Q: 3 clusters Score -1185743 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8506 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -1185759.375000 Penalty: 2973.838135
	Iteration 40F: 3 clusters Score -1185759 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8543 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -1185779.375000 Penalty: 2973.838135
	Iteration 41Q: 3 clusters Score -1185779 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8573 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -1185795.125000 Penalty: 2973.838135
	Iteration 42Q: 3 clusters Score -1185795 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8605 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -1185814.375000 Penalty: 2973.838135
	Iteration 43Q: 3 clusters Score -1185814 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8631 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -1185825.375000 Penalty: 2973.838135
	Iteration 44Q: 3 clusters Score -1185825 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8658 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -1185841.625000 Penalty: 2973.838135
	Iteration 45Q: 3 clusters Score -1185842 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8687 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -1185851.375000 Penalty: 2973.838135
	Iteration 46Q: 3 clusters Score -1185851 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8706 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -1185860.250000 Penalty: 2973.838135
	Iteration 47Q: 3 clusters Score -1185860 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8723 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -1185871.250000 Penalty: 2973.838135
	Iteration 48Q: 3 clusters Score -1185871 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8744 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -1185879.250000 Penalty: 2973.838135
	Iteration 49Q: 3 clusters Score -1185879 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8769 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -1185893.375000 Penalty: 2973.838135
	Iteration 50Q: 3 clusters Score -1185893 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8790 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -1185905.625000 Penalty: 2973.838135
	Iteration 51Q: 3 clusters Score -1185906 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8807 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -1185916.000000 Penalty: 2973.838135
	Iteration 52Q: 3 clusters Score -1185916 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8819 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -1185920.875000 Penalty: 2973.838135
	Iteration 53Q: 3 clusters Score -1185921 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8826 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -1185931.500000 Penalty: 2973.838135
	Iteration 54Q: 3 clusters Score -1185932 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8844 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -1185946.000000 Penalty: 2973.838135
	Iteration 55Q: 3 clusters Score -1185946 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8858 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -1185956.250000 Penalty: 2973.838135
	Iteration 56Q: 3 clusters Score -1185956 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8872 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -1185967.500000 Penalty: 2973.838135
	Iteration 57Q: 3 clusters Score -1185968 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8878 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -1185971.125000 Penalty: 2973.838135
	Iteration 58Q: 3 clusters Score -1185971 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8886 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -1185974.750000 Penalty: 2973.838135
	Iteration 59Q: 3 clusters Score -1185975 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8897 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -1185980.625000 Penalty: 2973.838135
	Iteration 60F: 3 clusters Score -1185981 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8906 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -1185988.000000 Penalty: 2973.838135
	Iteration 61Q: 3 clusters Score -1185988 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8912 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -1185992.250000 Penalty: 2973.838135
	Iteration 62Q: 3 clusters Score -1185992 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8919 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -1185997.250000 Penalty: 2973.838135
	Iteration 63Q: 3 clusters Score -1185997 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8923 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -1185998.375000 Penalty: 2973.838135
	Iteration 64Q: 3 clusters Score -1185998 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8928 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -1185998.500000 Penalty: 2973.838135
	Iteration 65Q: 3 clusters Score -1185998 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8931 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -1186000.250000 Penalty: 2973.838135
	Iteration 66Q: 3 clusters Score -1186000 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8931 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -1186000.250000 Penalty: 2973.838135
	Iteration 67F: 3 clusters Score -1186000 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (17528 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17528 members 
Entering Unmasked Estep 
Score: -2235626.750000 Penalty: 1587.877686
	Iteration 0F: 2 clusters Score -2235627 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8754 members 
Mstep: Class 2 contains 8774 members 
Entering Unmasked Estep 
Score: -2223587.250000 Penalty: 3175.755371
	Iteration 0F: 3 clusters Score -2223587 nChanged 7821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8539 members 
Mstep: Class 2 contains 8989 members 
Entering Unmasked Estep 
Score: -2227708.250000 Penalty: 3175.755371
	Iteration 1F: 3 clusters Score -2227708 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8471 members 
Mstep: Class 2 contains 9057 members 
Entering Unmasked Estep 
Score: -2227940.250000 Penalty: 3175.755371
	Iteration 2Q: 3 clusters Score -2227940 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8365 members 
Mstep: Class 2 contains 9163 members 
Entering Unmasked Estep 
Score: -2228129.000000 Penalty: 3175.755371
	Iteration 3Q: 3 clusters Score -2228129 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8235 members 
Mstep: Class 2 contains 9293 members 
Entering Unmasked Estep 
Score: -2228309.250000 Penalty: 3175.755371
	Iteration 4Q: 3 clusters Score -2228309 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8030 members 
Mstep: Class 2 contains 9498 members 
Entering Unmasked Estep 
Score: -2228492.500000 Penalty: 3175.755371
	Iteration 5Q: 3 clusters Score -2228492 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7753 members 
Mstep: Class 2 contains 9775 members 
Entering Unmasked Estep 
Score: -2228661.000000 Penalty: 3175.755371
	Iteration 6Q: 3 clusters Score -2228661 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7424 members 
Mstep: Class 2 contains 10104 members 
Entering Unmasked Estep 
Score: -2228829.750000 Penalty: 3175.755371
	Iteration 7Q: 3 clusters Score -2228830 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7023 members 
Mstep: Class 2 contains 10505 members 
Entering Unmasked Estep 
Score: -2229027.250000 Penalty: 3175.755371
	Iteration 8Q: 3 clusters Score -2229027 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6552 members 
Mstep: Class 2 contains 10976 members 
Entering Unmasked Estep 
Score: -2229270.500000 Penalty: 3175.755371
	Iteration 9Q: 3 clusters Score -2229270 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5913 members 
Mstep: Class 2 contains 11615 members 
Entering Unmasked Estep 
Score: -2229600.500000 Penalty: 3175.755371
	Iteration 10Q: 3 clusters Score -2229600 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 12421 members 
Entering Unmasked Estep 
Score: -2230082.000000 Penalty: 3175.755371
	Iteration 11Q: 3 clusters Score -2230082 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 13296 members 
Entering Unmasked Estep 
Score: -2230677.750000 Penalty: 3175.755371
	Iteration 12F: 3 clusters Score -2230678 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 14237 members 
Entering Unmasked Estep 
Score: -2231435.250000 Penalty: 3175.755371
	Iteration 13F: 3 clusters Score -2231435 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 15168 members 
Entering Unmasked Estep 
Score: -2232250.000000 Penalty: 3175.755371
	Iteration 14F: 3 clusters Score -2232250 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 15921 members 
Entering Unmasked Estep 
Score: -2232939.750000 Penalty: 3175.755371
	Iteration 15Q: 3 clusters Score -2232940 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 16438 members 
Entering Unmasked Estep 
Score: -2233397.250000 Penalty: 3175.755371
	Iteration 16Q: 3 clusters Score -2233397 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 16751 members 
Entering Unmasked Estep 
Score: -2233698.500000 Penalty: 3175.755371
	Iteration 17Q: 3 clusters Score -2233698 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 16948 members 
Entering Unmasked Estep 
Score: -2233890.250000 Penalty: 3175.755371
	Iteration 18Q: 3 clusters Score -2233890 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 17058 members 
Entering Unmasked Estep 
Score: -2234011.750000 Penalty: 3175.755371
	Iteration 19Q: 3 clusters Score -2234012 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 17131 members 
Entering Unmasked Estep 
Score: -2234091.000000 Penalty: 3175.755371
	Iteration 20F: 3 clusters Score -2234091 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 17176 members 
Entering Unmasked Estep 
Score: -2234138.750000 Penalty: 3175.755371
	Iteration 21Q: 3 clusters Score -2234139 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 17212 members 
Entering Unmasked Estep 
Score: -2234178.000000 Penalty: 3175.755371
	Iteration 22Q: 3 clusters Score -2234178 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 17238 members 
Entering Unmasked Estep 
Score: -2234205.750000 Penalty: 3175.755371
	Iteration 23Q: 3 clusters Score -2234206 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 17249 members 
Entering Unmasked Estep 
Score: -2234216.750000 Penalty: 3175.755371
	Iteration 24Q: 3 clusters Score -2234217 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 17259 members 
Entering Unmasked Estep 
Score: -2234229.000000 Penalty: 3175.755371
	Iteration 25Q: 3 clusters Score -2234229 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 17269 members 
Entering Unmasked Estep 
Score: -2234239.250000 Penalty: 3175.755371
	Iteration 26Q: 3 clusters Score -2234239 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 17277 members 
Entering Unmasked Estep 
Score: -2234251.000000 Penalty: 3175.755371
	Iteration 27Q: 3 clusters Score -2234251 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 17281 members 
Entering Unmasked Estep 
Score: -2234258.500000 Penalty: 3175.755371
	Iteration 28Q: 3 clusters Score -2234258 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 17284 members 
Entering Unmasked Estep 
Score: -2234264.750000 Penalty: 3175.755371
	Iteration 29Q: 3 clusters Score -2234265 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 17287 members 
Entering Unmasked Estep 
Score: -2234269.500000 Penalty: 3175.755371
	Iteration 30Q: 3 clusters Score -2234270 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 17290 members 
Entering Unmasked Estep 
Score: -2234277.000000 Penalty: 3175.755371
	Iteration 31Q: 3 clusters Score -2234277 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 17295 members 
Entering Unmasked Estep 
Score: -2234280.000000 Penalty: 3175.755371
	Iteration 32Q: 3 clusters Score -2234280 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 17296 members 
Entering Unmasked Estep 
Score: -2234282.500000 Penalty: 3175.755371
	Iteration 33Q: 3 clusters Score -2234282 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 17297 members 
Entering Unmasked Estep 
Score: -2234285.500000 Penalty: 3175.755371
	Iteration 34Q: 3 clusters Score -2234286 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 17297 members 
Entering Unmasked Estep 
Score: -2234285.500000 Penalty: 3175.755371
	Iteration 35F: 3 clusters Score -2234286 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (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: -53460.457031 Penalty: 1010.845886
	Iteration 0F: 2 clusters Score -53460.46 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 238 members 
Entering Unmasked Estep 
Score: -52549.300781 Penalty: 2021.691772
	Iteration 0F: 3 clusters Score -52549.3 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -52945.933594 Penalty: 2021.691772
	Iteration 1F: 3 clusters Score -52945.93 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -53112.265625 Penalty: 2021.691772
	Iteration 2F: 3 clusters Score -53112.27 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -53257.867188 Penalty: 2021.691772
	Iteration 3Q: 3 clusters Score -53257.87 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -53320.800781 Penalty: 2021.691772
	Iteration 4Q: 3 clusters Score -53320.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -53334.738281 Penalty: 2021.691772
	Iteration 5Q: 3 clusters Score -53334.74 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -53349.453125 Penalty: 2021.691772
	Iteration 6Q: 3 clusters Score -53349.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -53359.632812 Penalty: 2021.691772
	Iteration 7Q: 3 clusters Score -53359.63 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -53359.632812 Penalty: 2021.691772
	Iteration 8F: 3 clusters Score -53359.63 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (28670 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28670 members 
Entering Unmasked Estep 
Score: -3725757.500000 Penalty: 1667.836182
	Iteration 0F: 2 clusters Score -3725758 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14214 members 
Mstep: Class 2 contains 14456 members 
Entering Unmasked Estep 
Score: -3706286.000000 Penalty: 3335.672363
	Iteration 0F: 3 clusters Score -3706286 nChanged 13304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13466 members 
Mstep: Class 2 contains 15204 members 
Entering Unmasked Estep 
Score: -3713575.750000 Penalty: 3335.672363
	Iteration 1F: 3 clusters Score -3713576 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13073 members 
Mstep: Class 2 contains 15597 members 
Entering Unmasked Estep 
Score: -3714015.250000 Penalty: 3335.672363
	Iteration 2Q: 3 clusters Score -3714015 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12558 members 
Mstep: Class 2 contains 16112 members 
Entering Unmasked Estep 
Score: -3714516.750000 Penalty: 3335.672363
	Iteration 3Q: 3 clusters Score -3714517 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11852 members 
Mstep: Class 2 contains 16818 members 
Entering Unmasked Estep 
Score: -3715143.000000 Penalty: 3335.672363
	Iteration 4Q: 3 clusters Score -3715143 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10835 members 
Mstep: Class 2 contains 17835 members 
Entering Unmasked Estep 
Score: -3715998.000000 Penalty: 3335.672363
	Iteration 5F: 3 clusters Score -3715998 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9518 members 
Mstep: Class 2 contains 19152 members 
Entering Unmasked Estep 
Score: -3717087.250000 Penalty: 3335.672363
	Iteration 6F: 3 clusters Score -3717087 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7959 members 
Mstep: Class 2 contains 20711 members 
Entering Unmasked Estep 
Score: -3718342.750000 Penalty: 3335.672363
	Iteration 7F: 3 clusters Score -3718343 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6309 members 
Mstep: Class 2 contains 22361 members 
Entering Unmasked Estep 
Score: -3719710.750000 Penalty: 3335.672363
	Iteration 8F: 3 clusters Score -3719711 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 23986 members 
Entering Unmasked Estep 
Score: -3721098.250000 Penalty: 3335.672363
	Iteration 9F: 3 clusters Score -3721098 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 25351 members 
Entering Unmasked Estep 
Score: -3722207.750000 Penalty: 3335.672363
	Iteration 10Q: 3 clusters Score -3722208 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 26366 members 
Entering Unmasked Estep 
Score: -3723025.000000 Penalty: 3335.672363
	Iteration 11Q: 3 clusters Score -3723025 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 27031 members 
Entering Unmasked Estep 
Score: -3723521.000000 Penalty: 3335.672363
	Iteration 12Q: 3 clusters Score -3723521 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 27443 members 
Entering Unmasked Estep 
Score: -3723851.250000 Penalty: 3335.672363
	Iteration 13Q: 3 clusters Score -3723851 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 27678 members 
Entering Unmasked Estep 
Score: -3724037.250000 Penalty: 3335.672363
	Iteration 14Q: 3 clusters Score -3724037 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 27819 members 
Entering Unmasked Estep 
Score: -3724155.500000 Penalty: 3335.672363
	Iteration 15Q: 3 clusters Score -3724156 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 27912 members 
Entering Unmasked Estep 
Score: -3724235.250000 Penalty: 3335.672363
	Iteration 16Q: 3 clusters Score -3724235 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 27984 members 
Entering Unmasked Estep 
Score: -3724292.000000 Penalty: 3335.672363
	Iteration 17Q: 3 clusters Score -3724292 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 28036 members 
Entering Unmasked Estep 
Score: -3724330.250000 Penalty: 3335.672363
	Iteration 18Q: 3 clusters Score -3724330 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 28071 members 
Entering Unmasked Estep 
Score: -3724356.000000 Penalty: 3335.672363
	Iteration 19Q: 3 clusters Score -3724356 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 28092 members 
Entering Unmasked Estep 
Score: -3724365.750000 Penalty: 3335.672363
	Iteration 20F: 3 clusters Score -3724366 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 28108 members 
Entering Unmasked Estep 
Score: -3724379.500000 Penalty: 3335.672363
	Iteration 21Q: 3 clusters Score -3724380 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 28122 members 
Entering Unmasked Estep 
Score: -3724386.500000 Penalty: 3335.672363
	Iteration 22Q: 3 clusters Score -3724386 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 28130 members 
Entering Unmasked Estep 
Score: -3724390.250000 Penalty: 3335.672363
	Iteration 23Q: 3 clusters Score -3724390 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 28142 members 
Entering Unmasked Estep 
Score: -3724396.500000 Penalty: 3335.672363
	Iteration 24Q: 3 clusters Score -3724396 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 28156 members 
Entering Unmasked Estep 
Score: -3724408.000000 Penalty: 3335.672363
	Iteration 25Q: 3 clusters Score -3724408 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 28169 members 
Entering Unmasked Estep 
Score: -3724419.000000 Penalty: 3335.672363
	Iteration 26Q: 3 clusters Score -3724419 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 28181 members 
Entering Unmasked Estep 
Score: -3724429.750000 Penalty: 3335.672363
	Iteration 27Q: 3 clusters Score -3724430 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 28188 members 
Entering Unmasked Estep 
Score: -3724436.250000 Penalty: 3335.672363
	Iteration 28Q: 3 clusters Score -3724436 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 28196 members 
Entering Unmasked Estep 
Score: -3724452.250000 Penalty: 3335.672363
	Iteration 29Q: 3 clusters Score -3724452 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 28196 members 
Entering Unmasked Estep 
Score: -3724453.250000 Penalty: 3335.672363
	Iteration 30Q: 3 clusters Score -3724453 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 28199 members 
Entering Unmasked Estep 
Score: -3724456.250000 Penalty: 3335.672363
	Iteration 31Q: 3 clusters Score -3724456 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 28204 members 
Entering Unmasked Estep 
Score: -3724462.750000 Penalty: 3335.672363
	Iteration 32Q: 3 clusters Score -3724463 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 28207 members 
Entering Unmasked Estep 
Score: -3724464.000000 Penalty: 3335.672363
	Iteration 33Q: 3 clusters Score -3724464 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 28209 members 
Entering Unmasked Estep 
Score: -3724461.750000 Penalty: 3335.672363
	Iteration 34Q: 3 clusters Score -3724462 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 28209 members 
Entering Unmasked Estep 
Score: -3724461.750000 Penalty: 3335.672363
	Iteration 35F: 3 clusters Score -3724462 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (3195 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Entering Unmasked Estep 
Score: -376006.625000 Penalty: 1311.268188
	Iteration 0F: 2 clusters Score -376006.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -373183.843750 Penalty: 2622.536377
	Iteration 0F: 3 clusters Score -373183.8 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -373960.250000 Penalty: 2622.536377
	Iteration 1F: 3 clusters Score -373960.2 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -374247.000000 Penalty: 2622.536377
	Iteration 2F: 3 clusters Score -374247 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -374473.562500 Penalty: 2622.536377
	Iteration 3F: 3 clusters Score -374473.6 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -374651.156250 Penalty: 2622.536377
	Iteration 4F: 3 clusters Score -374651.2 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -374801.156250 Penalty: 2622.536377
	Iteration 5F: 3 clusters Score -374801.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -374950.781250 Penalty: 2622.536377
	Iteration 6Q: 3 clusters Score -374950.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -375056.437500 Penalty: 2622.536377
	Iteration 7Q: 3 clusters Score -375056.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -375127.125000 Penalty: 2622.536377
	Iteration 8Q: 3 clusters Score -375127.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -375176.875000 Penalty: 2622.536377
	Iteration 9Q: 3 clusters Score -375176.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -375219.312500 Penalty: 2622.536377
	Iteration 10Q: 3 clusters Score -375219.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -375248.250000 Penalty: 2622.536377
	Iteration 11Q: 3 clusters Score -375248.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -375276.406250 Penalty: 2622.536377
	Iteration 12Q: 3 clusters Score -375276.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -375293.843750 Penalty: 2622.536377
	Iteration 13Q: 3 clusters Score -375293.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -375305.125000 Penalty: 2622.536377
	Iteration 14Q: 3 clusters Score -375305.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -375312.468750 Penalty: 2622.536377
	Iteration 15Q: 3 clusters Score -375312.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -375319.500000 Penalty: 2622.536377
	Iteration 16Q: 3 clusters Score -375319.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -375328.718750 Penalty: 2622.536377
	Iteration 17Q: 3 clusters Score -375328.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -375337.312500 Penalty: 2622.536377
	Iteration 18Q: 3 clusters Score -375337.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -375345.656250 Penalty: 2622.536377
	Iteration 19Q: 3 clusters Score -375345.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -375354.937500 Penalty: 2622.536377
	Iteration 20F: 3 clusters Score -375354.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -375363.750000 Penalty: 2622.536377
	Iteration 21Q: 3 clusters Score -375363.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -375367.062500 Penalty: 2622.536377
	Iteration 22Q: 3 clusters Score -375367.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -375373.437500 Penalty: 2622.536377
	Iteration 23Q: 3 clusters Score -375373.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -375380.093750 Penalty: 2622.536377
	Iteration 24Q: 3 clusters Score -375380.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -375385.968750 Penalty: 2622.536377
	Iteration 25Q: 3 clusters Score -375386 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -375389.312500 Penalty: 2622.536377
	Iteration 26Q: 3 clusters Score -375389.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -375397.593750 Penalty: 2622.536377
	Iteration 27Q: 3 clusters Score -375397.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -375403.656250 Penalty: 2622.536377
	Iteration 28Q: 3 clusters Score -375403.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -375407.875000 Penalty: 2622.536377
	Iteration 29Q: 3 clusters Score -375407.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -375413.031250 Penalty: 2622.536377
	Iteration 30Q: 3 clusters Score -375413 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -375417.218750 Penalty: 2622.536377
	Iteration 31Q: 3 clusters Score -375417.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -375422.281250 Penalty: 2622.536377
	Iteration 32Q: 3 clusters Score -375422.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -375425.218750 Penalty: 2622.536377
	Iteration 33Q: 3 clusters Score -375425.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -375428.906250 Penalty: 2622.536377
	Iteration 34Q: 3 clusters Score -375428.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -375432.843750 Penalty: 2622.536377
	Iteration 35Q: 3 clusters Score -375432.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -375436.343750 Penalty: 2622.536377
	Iteration 36Q: 3 clusters Score -375436.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -375437.218750 Penalty: 2622.536377
	Iteration 37Q: 3 clusters Score -375437.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -375437.968750 Penalty: 2622.536377
	Iteration 38Q: 3 clusters Score -375438 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -375438.250000 Penalty: 2622.536377
	Iteration 39Q: 3 clusters Score -375438.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -375439.093750 Penalty: 2622.536377
	Iteration 40F: 3 clusters Score -375439.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -375439.593750 Penalty: 2622.536377
	Iteration 41Q: 3 clusters Score -375439.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -375439.593750 Penalty: 2622.536377
	Iteration 42F: 3 clusters Score -375439.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (16084 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16084 members 
Entering Unmasked Estep 
Score: -1873532.875000 Penalty: 1573.906738
	Iteration 0F: 2 clusters Score -1873533 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8126 members 
Mstep: Class 2 contains 7958 members 
Entering Unmasked Estep 
Score: -1862463.000000 Penalty: 3147.813477
	Iteration 0F: 3 clusters Score -1862463 nChanged 7159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8571 members 
Mstep: Class 2 contains 7513 members 
Entering Unmasked Estep 
Score: -1866701.125000 Penalty: 3147.813477
	Iteration 1F: 3 clusters Score -1866701 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8862 members 
Mstep: Class 2 contains 7222 members 
Entering Unmasked Estep 
Score: -1867370.500000 Penalty: 3147.813477
	Iteration 2F: 3 clusters Score -1867370 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9176 members 
Mstep: Class 2 contains 6908 members 
Entering Unmasked Estep 
Score: -1868157.875000 Penalty: 3147.813477
	Iteration 3F: 3 clusters Score -1868158 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9527 members 
Mstep: Class 2 contains 6557 members 
Entering Unmasked Estep 
Score: -1868949.750000 Penalty: 3147.813477
	Iteration 4F: 3 clusters Score -1868950 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9949 members 
Mstep: Class 2 contains 6135 members 
Entering Unmasked Estep 
Score: -1869618.750000 Penalty: 3147.813477
	Iteration 5F: 3 clusters Score -1869619 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10383 members 
Mstep: Class 2 contains 5701 members 
Entering Unmasked Estep 
Score: -1870216.375000 Penalty: 3147.813477
	Iteration 6F: 3 clusters Score -1870216 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10832 members 
Mstep: Class 2 contains 5252 members 
Entering Unmasked Estep 
Score: -1870779.250000 Penalty: 3147.813477
	Iteration 7F: 3 clusters Score -1870779 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11273 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -1871213.250000 Penalty: 3147.813477
	Iteration 8Q: 3 clusters Score -1871213 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11649 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -1871502.125000 Penalty: 3147.813477
	Iteration 9Q: 3 clusters Score -1871502 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11990 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -1871719.000000 Penalty: 3147.813477
	Iteration 10Q: 3 clusters Score -1871719 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12269 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -1871891.250000 Penalty: 3147.813477
	Iteration 11Q: 3 clusters Score -1871891 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12544 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -1872032.750000 Penalty: 3147.813477
	Iteration 12Q: 3 clusters Score -1872033 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12798 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -1872166.875000 Penalty: 3147.813477
	Iteration 13Q: 3 clusters Score -1872167 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13038 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -1872271.250000 Penalty: 3147.813477
	Iteration 14Q: 3 clusters Score -1872271 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13257 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -1872375.250000 Penalty: 3147.813477
	Iteration 15Q: 3 clusters Score -1872375 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13444 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -1872450.625000 Penalty: 3147.813477
	Iteration 16Q: 3 clusters Score -1872451 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13607 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -1872514.750000 Penalty: 3147.813477
	Iteration 17Q: 3 clusters Score -1872515 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13771 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -1872584.750000 Penalty: 3147.813477
	Iteration 18Q: 3 clusters Score -1872585 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13945 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -1872663.750000 Penalty: 3147.813477
	Iteration 19Q: 3 clusters Score -1872664 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14100 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -1872730.500000 Penalty: 3147.813477
	Iteration 20F: 3 clusters Score -1872730 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14222 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -1872776.875000 Penalty: 3147.813477
	Iteration 21Q: 3 clusters Score -1872777 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14322 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -1872818.875000 Penalty: 3147.813477
	Iteration 22Q: 3 clusters Score -1872819 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14428 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -1872867.125000 Penalty: 3147.813477
	Iteration 23Q: 3 clusters Score -1872867 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14512 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -1872900.875000 Penalty: 3147.813477
	Iteration 24Q: 3 clusters Score -1872901 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14585 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -1872933.250000 Penalty: 3147.813477
	Iteration 25Q: 3 clusters Score -1872933 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14658 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -1872962.375000 Penalty: 3147.813477
	Iteration 26Q: 3 clusters Score -1872962 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14723 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -1872994.000000 Penalty: 3147.813477
	Iteration 27Q: 3 clusters Score -1872994 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14780 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -1873021.875000 Penalty: 3147.813477
	Iteration 28Q: 3 clusters Score -1873022 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14833 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -1873052.875000 Penalty: 3147.813477
	Iteration 29Q: 3 clusters Score -1873053 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14880 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -1873075.250000 Penalty: 3147.813477
	Iteration 30Q: 3 clusters Score -1873075 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14916 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -1873091.875000 Penalty: 3147.813477
	Iteration 31Q: 3 clusters Score -1873092 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14947 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -1873100.625000 Penalty: 3147.813477
	Iteration 32Q: 3 clusters Score -1873101 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14978 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -1873108.625000 Penalty: 3147.813477
	Iteration 33Q: 3 clusters Score -1873109 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15007 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -1873121.375000 Penalty: 3147.813477
	Iteration 34Q: 3 clusters Score -1873121 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15033 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -1873129.875000 Penalty: 3147.813477
	Iteration 35Q: 3 clusters Score -1873130 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15061 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -1873147.500000 Penalty: 3147.813477
	Iteration 36Q: 3 clusters Score -1873148 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15090 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -1873170.625000 Penalty: 3147.813477
	Iteration 37Q: 3 clusters Score -1873171 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15116 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -1873195.000000 Penalty: 3147.813477
	Iteration 38Q: 3 clusters Score -1873195 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15142 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -1873212.625000 Penalty: 3147.813477
	Iteration 39Q: 3 clusters Score -1873213 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15171 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -1873229.625000 Penalty: 3147.813477
	Iteration 40F: 3 clusters Score -1873230 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15192 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -1873242.000000 Penalty: 3147.813477
	Iteration 41Q: 3 clusters Score -1873242 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15210 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -1873247.375000 Penalty: 3147.813477
	Iteration 42Q: 3 clusters Score -1873247 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15221 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -1873252.250000 Penalty: 3147.813477
	Iteration 43Q: 3 clusters Score -1873252 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15227 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -1873257.500000 Penalty: 3147.813477
	Iteration 44Q: 3 clusters Score -1873258 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15227 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -1873255.250000 Penalty: 3147.813477
	Iteration 45Q: 3 clusters Score -1873255 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15227 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -1873256.500000 Penalty: 3147.813477
	Iteration 46Q: 3 clusters Score -1873256 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15227 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -1873256.500000 Penalty: 3147.813477
	Iteration 47F: 3 clusters Score -1873256 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (38033 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38033 members 
Entering Unmasked Estep 
Score: -4820987.500000 Penalty: 1713.759033
	Iteration 0F: 2 clusters Score -4820988 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19079 members 
Mstep: Class 2 contains 18954 members 
Entering Unmasked Estep 
Score: -4795412.000000 Penalty: 3427.518066
	Iteration 0F: 3 clusters Score -4795412 nChanged 17866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19241 members 
Mstep: Class 2 contains 18792 members 
Entering Unmasked Estep 
Score: -4805241.500000 Penalty: 3427.518066
	Iteration 1F: 3 clusters Score -4805242 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19317 members 
Mstep: Class 2 contains 18716 members 
Entering Unmasked Estep 
Score: -4805655.500000 Penalty: 3427.518066
	Iteration 2Q: 3 clusters Score -4805656 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19486 members 
Mstep: Class 2 contains 18547 members 
Entering Unmasked Estep 
Score: -4806012.000000 Penalty: 3427.518066
	Iteration 3Q: 3 clusters Score -4806012 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19763 members 
Mstep: Class 2 contains 18270 members 
Entering Unmasked Estep 
Score: -4806382.500000 Penalty: 3427.518066
	Iteration 4Q: 3 clusters Score -4806382 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20199 members 
Mstep: Class 2 contains 17834 members 
Entering Unmasked Estep 
Score: -4806748.000000 Penalty: 3427.518066
	Iteration 5Q: 3 clusters Score -4806748 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20871 members 
Mstep: Class 2 contains 17162 members 
Entering Unmasked Estep 
Score: -4807190.500000 Penalty: 3427.518066
	Iteration 6Q: 3 clusters Score -4807190 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21794 members 
Mstep: Class 2 contains 16239 members 
Entering Unmasked Estep 
Score: -4807767.000000 Penalty: 3427.518066
	Iteration 7Q: 3 clusters Score -4807767 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22980 members 
Mstep: Class 2 contains 15053 members 
Entering Unmasked Estep 
Score: -4808398.500000 Penalty: 3427.518066
	Iteration 8Q: 3 clusters Score -4808398 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24504 members 
Mstep: Class 2 contains 13529 members 
Entering Unmasked Estep 
Score: -4809344.000000 Penalty: 3427.518066
	Iteration 9Q: 3 clusters Score -4809344 nChanged 2025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26345 members 
Mstep: Class 2 contains 11688 members 
Entering Unmasked Estep 
Score: -4810492.000000 Penalty: 3427.518066
	Iteration 10F: 3 clusters Score -4810492 nChanged 2124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28345 members 
Mstep: Class 2 contains 9688 members 
Entering Unmasked Estep 
Score: -4811965.500000 Penalty: 3427.518066
	Iteration 11F: 3 clusters Score -4811966 nChanged 2140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30411 members 
Mstep: Class 2 contains 7622 members 
Entering Unmasked Estep 
Score: -4813563.500000 Penalty: 3427.518066
	Iteration 12F: 3 clusters Score -4813564 nChanged 1962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32333 members 
Mstep: Class 2 contains 5700 members 
Entering Unmasked Estep 
Score: -4815072.000000 Penalty: 3427.518066
	Iteration 13F: 3 clusters Score -4815072 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33939 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -4816365.000000 Penalty: 3427.518066
	Iteration 14Q: 3 clusters Score -4816365 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35183 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -4817352.000000 Penalty: 3427.518066
	Iteration 15Q: 3 clusters Score -4817352 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36103 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -4818162.000000 Penalty: 3427.518066
	Iteration 16Q: 3 clusters Score -4818162 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36703 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -4818605.000000 Penalty: 3427.518066
	Iteration 17Q: 3 clusters Score -4818605 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37074 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -4818909.500000 Penalty: 3427.518066
	Iteration 18Q: 3 clusters Score -4818910 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37316 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -4819114.000000 Penalty: 3427.518066
	Iteration 19Q: 3 clusters Score -4819114 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37454 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -4819249.500000 Penalty: 3427.518066
	Iteration 20F: 3 clusters Score -4819250 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37537 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -4819322.500000 Penalty: 3427.518066
	Iteration 21Q: 3 clusters Score -4819322 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37589 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -4819385.000000 Penalty: 3427.518066
	Iteration 22Q: 3 clusters Score -4819385 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37622 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -4819435.000000 Penalty: 3427.518066
	Iteration 23Q: 3 clusters Score -4819435 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37640 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -4819471.000000 Penalty: 3427.518066
	Iteration 24Q: 3 clusters Score -4819471 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37655 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -4819492.500000 Penalty: 3427.518066
	Iteration 25Q: 3 clusters Score -4819492 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37669 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -4819513.500000 Penalty: 3427.518066
	Iteration 26Q: 3 clusters Score -4819514 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37680 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -4819525.500000 Penalty: 3427.518066
	Iteration 27Q: 3 clusters Score -4819526 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37682 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -4819534.000000 Penalty: 3427.518066
	Iteration 28Q: 3 clusters Score -4819534 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37683 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -4819545.500000 Penalty: 3427.518066
	Iteration 29Q: 3 clusters Score -4819546 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37682 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -4819554.500000 Penalty: 3427.518066
	Iteration 30Q: 3 clusters Score -4819554 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37682 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -4819551.000000 Penalty: 3427.518066
	Iteration 31Q: 3 clusters Score -4819551 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37682 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -4819554.000000 Penalty: 3427.518066
	Iteration 32Q: 3 clusters Score -4819554 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37681 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -4819555.000000 Penalty: 3427.518066
	Iteration 33Q: 3 clusters Score -4819555 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37681 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -4819555.000000 Penalty: 3427.518066
	Iteration 34F: 3 clusters Score -4819555 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (19857 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19857 members 
Entering Unmasked Estep 
Score: -2324824.250000 Penalty: 1608.150635
	Iteration 0F: 2 clusters Score -2324824 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9996 members 
Mstep: Class 2 contains 9861 members 
Entering Unmasked Estep 
Score: -2311313.000000 Penalty: 3216.301270
	Iteration 0F: 3 clusters Score -2311313 nChanged 8957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10153 members 
Mstep: Class 2 contains 9704 members 
Entering Unmasked Estep 
Score: -2316683.000000 Penalty: 3216.301270
	Iteration 1F: 3 clusters Score -2316683 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10259 members 
Mstep: Class 2 contains 9598 members 
Entering Unmasked Estep 
Score: -2317415.000000 Penalty: 3216.301270
	Iteration 2F: 3 clusters Score -2317415 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10417 members 
Mstep: Class 2 contains 9440 members 
Entering Unmasked Estep 
Score: -2318219.250000 Penalty: 3216.301270
	Iteration 3F: 3 clusters Score -2318219 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10567 members 
Mstep: Class 2 contains 9290 members 
Entering Unmasked Estep 
Score: -2319044.250000 Penalty: 3216.301270
	Iteration 4F: 3 clusters Score -2319044 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10760 members 
Mstep: Class 2 contains 9097 members 
Entering Unmasked Estep 
Score: -2319821.250000 Penalty: 3216.301270
	Iteration 5F: 3 clusters Score -2319821 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10931 members 
Mstep: Class 2 contains 8926 members 
Entering Unmasked Estep 
Score: -2320321.750000 Penalty: 3216.301270
	Iteration 6F: 3 clusters Score -2320322 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11151 members 
Mstep: Class 2 contains 8706 members 
Entering Unmasked Estep 
Score: -2320681.000000 Penalty: 3216.301270
	Iteration 7Q: 3 clusters Score -2320681 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11370 members 
Mstep: Class 2 contains 8487 members 
Entering Unmasked Estep 
Score: -2320955.500000 Penalty: 3216.301270
	Iteration 8Q: 3 clusters Score -2320956 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11573 members 
Mstep: Class 2 contains 8284 members 
Entering Unmasked Estep 
Score: -2321160.500000 Penalty: 3216.301270
	Iteration 9Q: 3 clusters Score -2321160 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11807 members 
Mstep: Class 2 contains 8050 members 
Entering Unmasked Estep 
Score: -2321339.500000 Penalty: 3216.301270
	Iteration 10Q: 3 clusters Score -2321340 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12035 members 
Mstep: Class 2 contains 7822 members 
Entering Unmasked Estep 
Score: -2321484.250000 Penalty: 3216.301270
	Iteration 11Q: 3 clusters Score -2321484 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12259 members 
Mstep: Class 2 contains 7598 members 
Entering Unmasked Estep 
Score: -2321606.500000 Penalty: 3216.301270
	Iteration 12Q: 3 clusters Score -2321606 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12479 members 
Mstep: Class 2 contains 7378 members 
Entering Unmasked Estep 
Score: -2321709.000000 Penalty: 3216.301270
	Iteration 13Q: 3 clusters Score -2321709 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12701 members 
Mstep: Class 2 contains 7156 members 
Entering Unmasked Estep 
Score: -2321806.250000 Penalty: 3216.301270
	Iteration 14Q: 3 clusters Score -2321806 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12909 members 
Mstep: Class 2 contains 6948 members 
Entering Unmasked Estep 
Score: -2321891.750000 Penalty: 3216.301270
	Iteration 15Q: 3 clusters Score -2321892 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13106 members 
Mstep: Class 2 contains 6751 members 
Entering Unmasked Estep 
Score: -2321950.500000 Penalty: 3216.301270
	Iteration 16Q: 3 clusters Score -2321950 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13307 members 
Mstep: Class 2 contains 6550 members 
Entering Unmasked Estep 
Score: -2322002.250000 Penalty: 3216.301270
	Iteration 17Q: 3 clusters Score -2322002 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13474 members 
Mstep: Class 2 contains 6383 members 
Entering Unmasked Estep 
Score: -2322057.250000 Penalty: 3216.301270
	Iteration 18Q: 3 clusters Score -2322057 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13655 members 
Mstep: Class 2 contains 6202 members 
Entering Unmasked Estep 
Score: -2322102.000000 Penalty: 3216.301270
	Iteration 19Q: 3 clusters Score -2322102 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13843 members 
Mstep: Class 2 contains 6014 members 
Entering Unmasked Estep 
Score: -2322170.500000 Penalty: 3216.301270
	Iteration 20F: 3 clusters Score -2322170 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14018 members 
Mstep: Class 2 contains 5839 members 
Entering Unmasked Estep 
Score: -2322234.500000 Penalty: 3216.301270
	Iteration 21Q: 3 clusters Score -2322234 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14193 members 
Mstep: Class 2 contains 5664 members 
Entering Unmasked Estep 
Score: -2322282.250000 Penalty: 3216.301270
	Iteration 22Q: 3 clusters Score -2322282 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14364 members 
Mstep: Class 2 contains 5493 members 
Entering Unmasked Estep 
Score: -2322335.500000 Penalty: 3216.301270
	Iteration 23Q: 3 clusters Score -2322336 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14549 members 
Mstep: Class 2 contains 5308 members 
Entering Unmasked Estep 
Score: -2322386.000000 Penalty: 3216.301270
	Iteration 24Q: 3 clusters Score -2322386 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14717 members 
Mstep: Class 2 contains 5140 members 
Entering Unmasked Estep 
Score: -2322438.500000 Penalty: 3216.301270
	Iteration 25Q: 3 clusters Score -2322438 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14875 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -2322483.000000 Penalty: 3216.301270
	Iteration 26Q: 3 clusters Score -2322483 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15032 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -2322534.750000 Penalty: 3216.301270
	Iteration 27Q: 3 clusters Score -2322535 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15194 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -2322579.250000 Penalty: 3216.301270
	Iteration 28Q: 3 clusters Score -2322579 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15361 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -2322637.750000 Penalty: 3216.301270
	Iteration 29Q: 3 clusters Score -2322638 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15526 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -2322681.500000 Penalty: 3216.301270
	Iteration 30Q: 3 clusters Score -2322682 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15715 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -2322744.000000 Penalty: 3216.301270
	Iteration 31Q: 3 clusters Score -2322744 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15901 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -2322784.750000 Penalty: 3216.301270
	Iteration 32Q: 3 clusters Score -2322785 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16094 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -2322842.750000 Penalty: 3216.301270
	Iteration 33Q: 3 clusters Score -2322843 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16283 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -2322896.000000 Penalty: 3216.301270
	Iteration 34Q: 3 clusters Score -2322896 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16484 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -2322978.000000 Penalty: 3216.301270
	Iteration 35Q: 3 clusters Score -2322978 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16695 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -2323038.000000 Penalty: 3216.301270
	Iteration 36Q: 3 clusters Score -2323038 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16885 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -2323102.500000 Penalty: 3216.301270
	Iteration 37Q: 3 clusters Score -2323102 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17062 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -2323163.750000 Penalty: 3216.301270
	Iteration 38Q: 3 clusters Score -2323164 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17244 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -2323219.250000 Penalty: 3216.301270
	Iteration 39Q: 3 clusters Score -2323219 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17394 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -2323265.250000 Penalty: 3216.301270
	Iteration 40F: 3 clusters Score -2323265 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17533 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -2323302.750000 Penalty: 3216.301270
	Iteration 41Q: 3 clusters Score -2323303 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17647 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -2323346.000000 Penalty: 3216.301270
	Iteration 42Q: 3 clusters Score -2323346 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17753 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -2323383.250000 Penalty: 3216.301270
	Iteration 43Q: 3 clusters Score -2323383 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17847 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -2323410.750000 Penalty: 3216.301270
	Iteration 44Q: 3 clusters Score -2323411 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17931 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -2323443.500000 Penalty: 3216.301270
	Iteration 45Q: 3 clusters Score -2323444 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17996 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -2323461.250000 Penalty: 3216.301270
	Iteration 46Q: 3 clusters Score -2323461 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18058 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -2323486.750000 Penalty: 3216.301270
	Iteration 47Q: 3 clusters Score -2323487 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18112 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -2323498.500000 Penalty: 3216.301270
	Iteration 48Q: 3 clusters Score -2323498 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18165 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -2323506.000000 Penalty: 3216.301270
	Iteration 49Q: 3 clusters Score -2323506 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18202 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -2323518.500000 Penalty: 3216.301270
	Iteration 50Q: 3 clusters Score -2323518 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18228 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -2323528.750000 Penalty: 3216.301270
	Iteration 51Q: 3 clusters Score -2323529 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18251 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -2323536.250000 Penalty: 3216.301270
	Iteration 52Q: 3 clusters Score -2323536 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18275 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -2323550.000000 Penalty: 3216.301270
	Iteration 53Q: 3 clusters Score -2323550 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18306 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -2323559.000000 Penalty: 3216.301270
	Iteration 54Q: 3 clusters Score -2323559 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18333 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -2323572.250000 Penalty: 3216.301270
	Iteration 55Q: 3 clusters Score -2323572 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18364 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -2323578.000000 Penalty: 3216.301270
	Iteration 56Q: 3 clusters Score -2323578 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18390 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -2323588.250000 Penalty: 3216.301270
	Iteration 57Q: 3 clusters Score -2323588 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18414 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -2323593.000000 Penalty: 3216.301270
	Iteration 58Q: 3 clusters Score -2323593 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18434 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -2323596.500000 Penalty: 3216.301270
	Iteration 59Q: 3 clusters Score -2323596 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18457 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -2323599.000000 Penalty: 3216.301270
	Iteration 60F: 3 clusters Score -2323599 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18469 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -2323603.000000 Penalty: 3216.301270
	Iteration 61Q: 3 clusters Score -2323603 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18480 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -2323609.500000 Penalty: 3216.301270
	Iteration 62Q: 3 clusters Score -2323610 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18494 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -2323618.500000 Penalty: 3216.301270
	Iteration 63Q: 3 clusters Score -2323618 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18516 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -2323623.000000 Penalty: 3216.301270
	Iteration 64Q: 3 clusters Score -2323623 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18534 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -2323631.250000 Penalty: 3216.301270
	Iteration 65Q: 3 clusters Score -2323631 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18543 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -2323639.500000 Penalty: 3216.301270
	Iteration 66Q: 3 clusters Score -2323640 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18553 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -2323638.250000 Penalty: 3216.301270
	Iteration 67Q: 3 clusters Score -2323638 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18566 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -2323640.750000 Penalty: 3216.301270
	Iteration 68Q: 3 clusters Score -2323641 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18578 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -2323645.500000 Penalty: 3216.301270
	Iteration 69Q: 3 clusters Score -2323646 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18586 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -2323646.250000 Penalty: 3216.301270
	Iteration 70Q: 3 clusters Score -2323646 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18593 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -2323649.250000 Penalty: 3216.301270
	Iteration 71Q: 3 clusters Score -2323649 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18601 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -2323647.750000 Penalty: 3216.301270
	Iteration 72Q: 3 clusters Score -2323648 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18606 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -2323653.000000 Penalty: 3216.301270
	Iteration 73Q: 3 clusters Score -2323653 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18609 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -2323654.250000 Penalty: 3216.301270
	Iteration 74Q: 3 clusters Score -2323654 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18613 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -2323655.750000 Penalty: 3216.301270
	Iteration 75Q: 3 clusters Score -2323656 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18616 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -2323658.750000 Penalty: 3216.301270
	Iteration 76Q: 3 clusters Score -2323659 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18618 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -2323660.500000 Penalty: 3216.301270
	Iteration 77Q: 3 clusters Score -2323660 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18618 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -2323660.500000 Penalty: 3216.301270
	Iteration 78F: 3 clusters Score -2323660 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (35622 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35622 members 
Entering Unmasked Estep 
Score: -4496402.000000 Penalty: 1703.116821
	Iteration 0F: 2 clusters Score -4496402 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17852 members 
Mstep: Class 2 contains 17770 members 
Entering Unmasked Estep 
Score: -4472454.000000 Penalty: 3406.233643
	Iteration 0F: 3 clusters Score -4472454 nChanged 16658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18484 members 
Mstep: Class 2 contains 17138 members 
Entering Unmasked Estep 
Score: -4482254.500000 Penalty: 3406.233643
	Iteration 1F: 3 clusters Score -4482254 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18777 members 
Mstep: Class 2 contains 16845 members 
Entering Unmasked Estep 
Score: -4482777.500000 Penalty: 3406.233643
	Iteration 2Q: 3 clusters Score -4482778 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19075 members 
Mstep: Class 2 contains 16547 members 
Entering Unmasked Estep 
Score: -4483402.500000 Penalty: 3406.233643
	Iteration 3Q: 3 clusters Score -4483402 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19314 members 
Mstep: Class 2 contains 16308 members 
Entering Unmasked Estep 
Score: -4484053.000000 Penalty: 3406.233643
	Iteration 4Q: 3 clusters Score -4484053 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19573 members 
Mstep: Class 2 contains 16049 members 
Entering Unmasked Estep 
Score: -4484899.000000 Penalty: 3406.233643
	Iteration 5Q: 3 clusters Score -4484899 nChanged 1893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19784 members 
Mstep: Class 2 contains 15838 members 
Entering Unmasked Estep 
Score: -4486081.500000 Penalty: 3406.233643
	Iteration 6F: 3 clusters Score -4486082 nChanged 2062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19978 members 
Mstep: Class 2 contains 15644 members 
Entering Unmasked Estep 
Score: -4487675.500000 Penalty: 3406.233643
	Iteration 7F: 3 clusters Score -4487676 nChanged 2205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20007 members 
Mstep: Class 2 contains 15615 members 
Entering Unmasked Estep 
Score: -4489397.500000 Penalty: 3406.233643
	Iteration 8F: 3 clusters Score -4489398 nChanged 2031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19834 members 
Mstep: Class 2 contains 15788 members 
Entering Unmasked Estep 
Score: -4490771.000000 Penalty: 3406.233643
	Iteration 9F: 3 clusters Score -4490771 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19392 members 
Mstep: Class 2 contains 16230 members 
Entering Unmasked Estep 
Score: -4491815.500000 Penalty: 3406.233643
	Iteration 10Q: 3 clusters Score -4491816 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18853 members 
Mstep: Class 2 contains 16769 members 
Entering Unmasked Estep 
Score: -4492692.500000 Penalty: 3406.233643
	Iteration 11Q: 3 clusters Score -4492692 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18226 members 
Mstep: Class 2 contains 17396 members 
Entering Unmasked Estep 
Score: -4493431.500000 Penalty: 3406.233643
	Iteration 12Q: 3 clusters Score -4493432 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17593 members 
Mstep: Class 2 contains 18029 members 
Entering Unmasked Estep 
Score: -4494006.500000 Penalty: 3406.233643
	Iteration 13Q: 3 clusters Score -4494006 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16981 members 
Mstep: Class 2 contains 18641 members 
Entering Unmasked Estep 
Score: -4494406.000000 Penalty: 3406.233643
	Iteration 14Q: 3 clusters Score -4494406 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16416 members 
Mstep: Class 2 contains 19206 members 
Entering Unmasked Estep 
Score: -4494637.000000 Penalty: 3406.233643
	Iteration 15Q: 3 clusters Score -4494637 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15967 members 
Mstep: Class 2 contains 19655 members 
Entering Unmasked Estep 
Score: -4494801.500000 Penalty: 3406.233643
	Iteration 16Q: 3 clusters Score -4494802 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15618 members 
Mstep: Class 2 contains 20004 members 
Entering Unmasked Estep 
Score: -4494892.000000 Penalty: 3406.233643
	Iteration 17Q: 3 clusters Score -4494892 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15340 members 
Mstep: Class 2 contains 20282 members 
Entering Unmasked Estep 
Score: -4494940.000000 Penalty: 3406.233643
	Iteration 18Q: 3 clusters Score -4494940 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15111 members 
Mstep: Class 2 contains 20511 members 
Entering Unmasked Estep 
Score: -4494976.500000 Penalty: 3406.233643
	Iteration 19Q: 3 clusters Score -4494976 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14930 members 
Mstep: Class 2 contains 20692 members 
Entering Unmasked Estep 
Score: -4495011.500000 Penalty: 3406.233643
	Iteration 20F: 3 clusters Score -4495012 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14789 members 
Mstep: Class 2 contains 20833 members 
Entering Unmasked Estep 
Score: -4495019.000000 Penalty: 3406.233643
	Iteration 21Q: 3 clusters Score -4495019 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14670 members 
Mstep: Class 2 contains 20952 members 
Entering Unmasked Estep 
Score: -4495027.500000 Penalty: 3406.233643
	Iteration 22Q: 3 clusters Score -4495028 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14552 members 
Mstep: Class 2 contains 21070 members 
Entering Unmasked Estep 
Score: -4495032.500000 Penalty: 3406.233643
	Iteration 23Q: 3 clusters Score -4495032 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14459 members 
Mstep: Class 2 contains 21163 members 
Entering Unmasked Estep 
Score: -4495042.500000 Penalty: 3406.233643
	Iteration 24Q: 3 clusters Score -4495042 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14377 members 
Mstep: Class 2 contains 21245 members 
Entering Unmasked Estep 
Score: -4495057.500000 Penalty: 3406.233643
	Iteration 25Q: 3 clusters Score -4495058 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14293 members 
Mstep: Class 2 contains 21329 members 
Entering Unmasked Estep 
Score: -4495071.000000 Penalty: 3406.233643
	Iteration 26Q: 3 clusters Score -4495071 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14218 members 
Mstep: Class 2 contains 21404 members 
Entering Unmasked Estep 
Score: -4495074.500000 Penalty: 3406.233643
	Iteration 27Q: 3 clusters Score -4495074 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14146 members 
Mstep: Class 2 contains 21476 members 
Entering Unmasked Estep 
Score: -4495071.000000 Penalty: 3406.233643
	Iteration 28Q: 3 clusters Score -4495071 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14075 members 
Mstep: Class 2 contains 21547 members 
Entering Unmasked Estep 
Score: -4495082.000000 Penalty: 3406.233643
	Iteration 29Q: 3 clusters Score -4495082 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14020 members 
Mstep: Class 2 contains 21602 members 
Entering Unmasked Estep 
Score: -4495082.000000 Penalty: 3406.233643
	Iteration 30Q: 3 clusters Score -4495082 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13967 members 
Mstep: Class 2 contains 21655 members 
Entering Unmasked Estep 
Score: -4495083.500000 Penalty: 3406.233643
	Iteration 31Q: 3 clusters Score -4495084 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13932 members 
Mstep: Class 2 contains 21690 members 
Entering Unmasked Estep 
Score: -4495082.000000 Penalty: 3406.233643
	Iteration 32Q: 3 clusters Score -4495082 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13904 members 
Mstep: Class 2 contains 21718 members 
Entering Unmasked Estep 
Score: -4495092.000000 Penalty: 3406.233643
	Iteration 33Q: 3 clusters Score -4495092 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13879 members 
Mstep: Class 2 contains 21743 members 
Entering Unmasked Estep 
Score: -4495089.000000 Penalty: 3406.233643
	Iteration 34Q: 3 clusters Score -4495089 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13856 members 
Mstep: Class 2 contains 21766 members 
Entering Unmasked Estep 
Score: -4495100.000000 Penalty: 3406.233643
	Iteration 35Q: 3 clusters Score -4495100 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13844 members 
Mstep: Class 2 contains 21778 members 
Entering Unmasked Estep 
Score: -4495098.500000 Penalty: 3406.233643
	Iteration 36Q: 3 clusters Score -4495098 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13832 members 
Mstep: Class 2 contains 21790 members 
Entering Unmasked Estep 
Score: -4495097.000000 Penalty: 3406.233643
	Iteration 37Q: 3 clusters Score -4495097 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13822 members 
Mstep: Class 2 contains 21800 members 
Entering Unmasked Estep 
Score: -4495100.000000 Penalty: 3406.233643
	Iteration 38Q: 3 clusters Score -4495100 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13812 members 
Mstep: Class 2 contains 21810 members 
Entering Unmasked Estep 
Score: -4495100.500000 Penalty: 3406.233643
	Iteration 39Q: 3 clusters Score -4495100 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13800 members 
Mstep: Class 2 contains 21822 members 
Entering Unmasked Estep 
Score: -4495097.500000 Penalty: 3406.233643
	Iteration 40F: 3 clusters Score -4495098 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13790 members 
Mstep: Class 2 contains 21832 members 
Entering Unmasked Estep 
Score: -4495096.500000 Penalty: 3406.233643
	Iteration 41Q: 3 clusters Score -4495096 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13783 members 
Mstep: Class 2 contains 21839 members 
Entering Unmasked Estep 
Score: -4495100.500000 Penalty: 3406.233643
	Iteration 42Q: 3 clusters Score -4495100 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13779 members 
Mstep: Class 2 contains 21843 members 
Entering Unmasked Estep 
Score: -4495101.000000 Penalty: 3406.233643
	Iteration 43Q: 3 clusters Score -4495101 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13772 members 
Mstep: Class 2 contains 21850 members 
Entering Unmasked Estep 
Score: -4495109.000000 Penalty: 3406.233643
	Iteration 44Q: 3 clusters Score -4495109 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13763 members 
Mstep: Class 2 contains 21859 members 
Entering Unmasked Estep 
Score: -4495106.000000 Penalty: 3406.233643
	Iteration 45Q: 3 clusters Score -4495106 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13757 members 
Mstep: Class 2 contains 21865 members 
Entering Unmasked Estep 
Score: -4495107.500000 Penalty: 3406.233643
	Iteration 46Q: 3 clusters Score -4495108 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13753 members 
Mstep: Class 2 contains 21869 members 
Entering Unmasked Estep 
Score: -4495104.500000 Penalty: 3406.233643
	Iteration 47Q: 3 clusters Score -4495104 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13749 members 
Mstep: Class 2 contains 21873 members 
Entering Unmasked Estep 
Score: -4495102.500000 Penalty: 3406.233643
	Iteration 48Q: 3 clusters Score -4495102 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13749 members 
Mstep: Class 2 contains 21873 members 
Entering Unmasked Estep 
Score: -4495102.500000 Penalty: 3406.233643
	Iteration 49F: 3 clusters Score -4495102 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (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: -413757.625000 Penalty: 1318.723511
	Iteration 0F: 2 clusters Score -413757.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -410868.250000 Penalty: 2637.447021
	Iteration 0F: 3 clusters Score -410868.2 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -411635.718750 Penalty: 2637.447021
	Iteration 1F: 3 clusters Score -411635.7 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -411823.750000 Penalty: 2637.447021
	Iteration 2F: 3 clusters Score -411823.8 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -411981.718750 Penalty: 2637.447021
	Iteration 3F: 3 clusters Score -411981.7 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -412100.812500 Penalty: 2637.447021
	Iteration 4F: 3 clusters Score -412100.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -412188.125000 Penalty: 2637.447021
	Iteration 5Q: 3 clusters Score -412188.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -412258.281250 Penalty: 2637.447021
	Iteration 6Q: 3 clusters Score -412258.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -412306.656250 Penalty: 2637.447021
	Iteration 7Q: 3 clusters Score -412306.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -412341.093750 Penalty: 2637.447021
	Iteration 8Q: 3 clusters Score -412341.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -412380.500000 Penalty: 2637.447021
	Iteration 9Q: 3 clusters Score -412380.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -412425.562500 Penalty: 2637.447021
	Iteration 10Q: 3 clusters Score -412425.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -412464.750000 Penalty: 2637.447021
	Iteration 11Q: 3 clusters Score -412464.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -412496.250000 Penalty: 2637.447021
	Iteration 12Q: 3 clusters Score -412496.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -412520.062500 Penalty: 2637.447021
	Iteration 13Q: 3 clusters Score -412520.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -412540.593750 Penalty: 2637.447021
	Iteration 14Q: 3 clusters Score -412540.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -412562.656250 Penalty: 2637.447021
	Iteration 15Q: 3 clusters Score -412562.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -412584.468750 Penalty: 2637.447021
	Iteration 16Q: 3 clusters Score -412584.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -412602.468750 Penalty: 2637.447021
	Iteration 17Q: 3 clusters Score -412602.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -412618.343750 Penalty: 2637.447021
	Iteration 18Q: 3 clusters Score -412618.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -412629.968750 Penalty: 2637.447021
	Iteration 19Q: 3 clusters Score -412630 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -412639.125000 Penalty: 2637.447021
	Iteration 20F: 3 clusters Score -412639.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -412646.562500 Penalty: 2637.447021
	Iteration 21Q: 3 clusters Score -412646.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -412651.312500 Penalty: 2637.447021
	Iteration 22Q: 3 clusters Score -412651.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -412656.281250 Penalty: 2637.447021
	Iteration 23Q: 3 clusters Score -412656.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -412661.843750 Penalty: 2637.447021
	Iteration 24Q: 3 clusters Score -412661.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -412665.187500 Penalty: 2637.447021
	Iteration 25Q: 3 clusters Score -412665.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -412668.093750 Penalty: 2637.447021
	Iteration 26Q: 3 clusters Score -412668.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -412668.656250 Penalty: 2637.447021
	Iteration 27Q: 3 clusters Score -412668.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -412670.093750 Penalty: 2637.447021
	Iteration 28Q: 3 clusters Score -412670.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -412671.281250 Penalty: 2637.447021
	Iteration 29Q: 3 clusters Score -412671.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -412673.968750 Penalty: 2637.447021
	Iteration 30Q: 3 clusters Score -412674 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -412676.375000 Penalty: 2637.447021
	Iteration 31Q: 3 clusters Score -412676.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -412680.812500 Penalty: 2637.447021
	Iteration 32Q: 3 clusters Score -412680.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -412686.531250 Penalty: 2637.447021
	Iteration 33Q: 3 clusters Score -412686.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -412690.406250 Penalty: 2637.447021
	Iteration 34Q: 3 clusters Score -412690.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -412693.750000 Penalty: 2637.447021
	Iteration 35Q: 3 clusters Score -412693.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -412695.250000 Penalty: 2637.447021
	Iteration 36Q: 3 clusters Score -412695.2 nChanged 6
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: -412698.687500 Penalty: 2637.447021
	Iteration 37Q: 3 clusters Score -412698.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -412699.750000 Penalty: 2637.447021
	Iteration 38Q: 3 clusters Score -412699.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -412700.218750 Penalty: 2637.447021
	Iteration 39Q: 3 clusters Score -412700.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -412701.812500 Penalty: 2637.447021
	Iteration 40F: 3 clusters Score -412701.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -412701.750000 Penalty: 2637.447021
	Iteration 41Q: 3 clusters Score -412701.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -412702.218750 Penalty: 2637.447021
	Iteration 42Q: 3 clusters Score -412702.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -412703.000000 Penalty: 2637.447021
	Iteration 43Q: 3 clusters Score -412703 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -412704.031250 Penalty: 2637.447021
	Iteration 44Q: 3 clusters Score -412704 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -412703.812500 Penalty: 2637.447021
	Iteration 45Q: 3 clusters Score -412703.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -412703.812500 Penalty: 2637.447021
	Iteration 46F: 3 clusters Score -412703.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (6321 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6321 members 
Entering Unmasked Estep 
Score: -786432.187500 Penalty: 1422.140259
	Iteration 0F: 2 clusters Score -786432.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -781549.875000 Penalty: 2844.280518
	Iteration 0F: 3 clusters Score -781549.9 nChanged 2646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -783069.062500 Penalty: 2844.280518
	Iteration 1F: 3 clusters Score -783069.1 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -783432.187500 Penalty: 2844.280518
	Iteration 2F: 3 clusters Score -783432.2 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -783766.125000 Penalty: 2844.280518
	Iteration 3F: 3 clusters Score -783766.1 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -784038.062500 Penalty: 2844.280518
	Iteration 4F: 3 clusters Score -784038.1 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -784265.437500 Penalty: 2844.280518
	Iteration 5F: 3 clusters Score -784265.4 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -784470.062500 Penalty: 2844.280518
	Iteration 6Q: 3 clusters Score -784470.1 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -784681.937500 Penalty: 2844.280518
	Iteration 7Q: 3 clusters Score -784681.9 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -784937.875000 Penalty: 2844.280518
	Iteration 8Q: 3 clusters Score -784937.9 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -785244.375000 Penalty: 2844.280518
	Iteration 9Q: 3 clusters Score -785244.4 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -785543.187500 Penalty: 2844.280518
	Iteration 10F: 3 clusters Score -785543.2 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -785797.875000 Penalty: 2844.280518
	Iteration 11F: 3 clusters Score -785797.9 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -785979.125000 Penalty: 2844.280518
	Iteration 12Q: 3 clusters Score -785979.1 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -786091.875000 Penalty: 2844.280518
	Iteration 13Q: 3 clusters Score -786091.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -786143.437500 Penalty: 2844.280518
	Iteration 14Q: 3 clusters Score -786143.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -786166.125000 Penalty: 2844.280518
	Iteration 15Q: 3 clusters Score -786166.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -786184.937500 Penalty: 2844.280518
	Iteration 16Q: 3 clusters Score -786184.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -786195.687500 Penalty: 2844.280518
	Iteration 17Q: 3 clusters Score -786195.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -786201.250000 Penalty: 2844.280518
	Iteration 18Q: 3 clusters Score -786201.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -786204.250000 Penalty: 2844.280518
	Iteration 19Q: 3 clusters Score -786204.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -786206.500000 Penalty: 2844.280518
	Iteration 20F: 3 clusters Score -786206.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -786208.312500 Penalty: 2844.280518
	Iteration 21Q: 3 clusters Score -786208.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -786208.875000 Penalty: 2844.280518
	Iteration 22Q: 3 clusters Score -786208.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -786208.750000 Penalty: 2844.280518
	Iteration 23Q: 3 clusters Score -786208.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -786209.437500 Penalty: 2844.280518
	Iteration 24Q: 3 clusters Score -786209.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -786209.437500 Penalty: 2844.280518
	Iteration 25F: 3 clusters Score -786209.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (11252 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11252 members 
Entering Unmasked Estep 
Score: -1433824.125000 Penalty: 1515.848999
	Iteration 0F: 2 clusters Score -1433824 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5572 members 
Mstep: Class 2 contains 5680 members 
Entering Unmasked Estep 
Score: -1425836.250000 Penalty: 3031.697998
	Iteration 0F: 3 clusters Score -1425836 nChanged 4877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5419 members 
Mstep: Class 2 contains 5833 members 
Entering Unmasked Estep 
Score: -1428412.000000 Penalty: 3031.697998
	Iteration 1F: 3 clusters Score -1428412 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 5921 members 
Entering Unmasked Estep 
Score: -1428679.250000 Penalty: 3031.697998
	Iteration 2F: 3 clusters Score -1428679 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5268 members 
Mstep: Class 2 contains 5984 members 
Entering Unmasked Estep 
Score: -1428942.125000 Penalty: 3031.697998
	Iteration 3F: 3 clusters Score -1428942 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 6052 members 
Entering Unmasked Estep 
Score: -1429208.000000 Penalty: 3031.697998
	Iteration 4Q: 3 clusters Score -1429208 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 6137 members 
Entering Unmasked Estep 
Score: -1429496.125000 Penalty: 3031.697998
	Iteration 5Q: 3 clusters Score -1429496 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 6233 members 
Entering Unmasked Estep 
Score: -1429839.875000 Penalty: 3031.697998
	Iteration 6F: 3 clusters Score -1429840 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 6346 members 
Entering Unmasked Estep 
Score: -1430204.500000 Penalty: 3031.697998
	Iteration 7Q: 3 clusters Score -1430204 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 6473 members 
Entering Unmasked Estep 
Score: -1430601.125000 Penalty: 3031.697998
	Iteration 8F: 3 clusters Score -1430601 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 6633 members 
Entering Unmasked Estep 
Score: -1430939.625000 Penalty: 3031.697998
	Iteration 9Q: 3 clusters Score -1430940 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 6773 members 
Entering Unmasked Estep 
Score: -1431182.250000 Penalty: 3031.697998
	Iteration 10Q: 3 clusters Score -1431182 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 6891 members 
Entering Unmasked Estep 
Score: -1431324.375000 Penalty: 3031.697998
	Iteration 11Q: 3 clusters Score -1431324 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 6997 members 
Entering Unmasked Estep 
Score: -1431410.625000 Penalty: 3031.697998
	Iteration 12Q: 3 clusters Score -1431411 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 7086 members 
Entering Unmasked Estep 
Score: -1431469.000000 Penalty: 3031.697998
	Iteration 13Q: 3 clusters Score -1431469 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 7182 members 
Entering Unmasked Estep 
Score: -1431516.625000 Penalty: 3031.697998
	Iteration 14Q: 3 clusters Score -1431517 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 7271 members 
Entering Unmasked Estep 
Score: -1431540.625000 Penalty: 3031.697998
	Iteration 15Q: 3 clusters Score -1431541 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 7345 members 
Entering Unmasked Estep 
Score: -1431559.500000 Penalty: 3031.697998
	Iteration 16Q: 3 clusters Score -1431560 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 7428 members 
Entering Unmasked Estep 
Score: -1431589.500000 Penalty: 3031.697998
	Iteration 17Q: 3 clusters Score -1431590 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 7495 members 
Entering Unmasked Estep 
Score: -1431604.875000 Penalty: 3031.697998
	Iteration 18Q: 3 clusters Score -1431605 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 7548 members 
Entering Unmasked Estep 
Score: -1431614.875000 Penalty: 3031.697998
	Iteration 19Q: 3 clusters Score -1431615 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 7597 members 
Entering Unmasked Estep 
Score: -1431628.000000 Penalty: 3031.697998
	Iteration 20F: 3 clusters Score -1431628 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 7650 members 
Entering Unmasked Estep 
Score: -1431639.250000 Penalty: 3031.697998
	Iteration 21Q: 3 clusters Score -1431639 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 7705 members 
Entering Unmasked Estep 
Score: -1431649.875000 Penalty: 3031.697998
	Iteration 22Q: 3 clusters Score -1431650 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 7759 members 
Entering Unmasked Estep 
Score: -1431661.250000 Penalty: 3031.697998
	Iteration 23Q: 3 clusters Score -1431661 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 7817 members 
Entering Unmasked Estep 
Score: -1431674.125000 Penalty: 3031.697998
	Iteration 24Q: 3 clusters Score -1431674 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 7877 members 
Entering Unmasked Estep 
Score: -1431690.000000 Penalty: 3031.697998
	Iteration 25Q: 3 clusters Score -1431690 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 7927 members 
Entering Unmasked Estep 
Score: -1431703.375000 Penalty: 3031.697998
	Iteration 26Q: 3 clusters Score -1431703 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 7970 members 
Entering Unmasked Estep 
Score: -1431710.375000 Penalty: 3031.697998
	Iteration 27Q: 3 clusters Score -1431710 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 8003 members 
Entering Unmasked Estep 
Score: -1431717.375000 Penalty: 3031.697998
	Iteration 28Q: 3 clusters Score -1431717 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 8042 members 
Entering Unmasked Estep 
Score: -1431724.250000 Penalty: 3031.697998
	Iteration 29Q: 3 clusters Score -1431724 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 8081 members 
Entering Unmasked Estep 
Score: -1431732.375000 Penalty: 3031.697998
	Iteration 30Q: 3 clusters Score -1431732 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 8134 members 
Entering Unmasked Estep 
Score: -1431742.000000 Penalty: 3031.697998
	Iteration 31Q: 3 clusters Score -1431742 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 8180 members 
Entering Unmasked Estep 
Score: -1431747.750000 Penalty: 3031.697998
	Iteration 32Q: 3 clusters Score -1431748 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 8232 members 
Entering Unmasked Estep 
Score: -1431761.250000 Penalty: 3031.697998
	Iteration 33Q: 3 clusters Score -1431761 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 8277 members 
Entering Unmasked Estep 
Score: -1431770.750000 Penalty: 3031.697998
	Iteration 34Q: 3 clusters Score -1431771 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 8327 members 
Entering Unmasked Estep 
Score: -1431775.875000 Penalty: 3031.697998
	Iteration 35Q: 3 clusters Score -1431776 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 8360 members 
Entering Unmasked Estep 
Score: -1431779.125000 Penalty: 3031.697998
	Iteration 36Q: 3 clusters Score -1431779 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 8384 members 
Entering Unmasked Estep 
Score: -1431782.875000 Penalty: 3031.697998
	Iteration 37Q: 3 clusters Score -1431783 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 8412 members 
Entering Unmasked Estep 
Score: -1431792.125000 Penalty: 3031.697998
	Iteration 38Q: 3 clusters Score -1431792 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 8445 members 
Entering Unmasked Estep 
Score: -1431798.250000 Penalty: 3031.697998
	Iteration 39Q: 3 clusters Score -1431798 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 8487 members 
Entering Unmasked Estep 
Score: -1431814.875000 Penalty: 3031.697998
	Iteration 40F: 3 clusters Score -1431815 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 8536 members 
Entering Unmasked Estep 
Score: -1431822.750000 Penalty: 3031.697998
	Iteration 41Q: 3 clusters Score -1431823 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 8590 members 
Entering Unmasked Estep 
Score: -1431843.500000 Penalty: 3031.697998
	Iteration 42Q: 3 clusters Score -1431844 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 8648 members 
Entering Unmasked Estep 
Score: -1431855.125000 Penalty: 3031.697998
	Iteration 43Q: 3 clusters Score -1431855 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 8698 members 
Entering Unmasked Estep 
Score: -1431863.125000 Penalty: 3031.697998
	Iteration 44Q: 3 clusters Score -1431863 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 8745 members 
Entering Unmasked Estep 
Score: -1431874.250000 Penalty: 3031.697998
	Iteration 45Q: 3 clusters Score -1431874 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 8795 members 
Entering Unmasked Estep 
Score: -1431890.375000 Penalty: 3031.697998
	Iteration 46Q: 3 clusters Score -1431890 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 8844 members 
Entering Unmasked Estep 
Score: -1431902.875000 Penalty: 3031.697998
	Iteration 47Q: 3 clusters Score -1431903 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 8895 members 
Entering Unmasked Estep 
Score: -1431916.750000 Penalty: 3031.697998
	Iteration 48Q: 3 clusters Score -1431917 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 8951 members 
Entering Unmasked Estep 
Score: -1431929.250000 Penalty: 3031.697998
	Iteration 49Q: 3 clusters Score -1431929 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 9000 members 
Entering Unmasked Estep 
Score: -1431941.625000 Penalty: 3031.697998
	Iteration 50Q: 3 clusters Score -1431942 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 9042 members 
Entering Unmasked Estep 
Score: -1431954.375000 Penalty: 3031.697998
	Iteration 51Q: 3 clusters Score -1431954 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 9104 members 
Entering Unmasked Estep 
Score: -1431965.500000 Penalty: 3031.697998
	Iteration 52Q: 3 clusters Score -1431966 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 9158 members 
Entering Unmasked Estep 
Score: -1431986.125000 Penalty: 3031.697998
	Iteration 53Q: 3 clusters Score -1431986 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 9215 members 
Entering Unmasked Estep 
Score: -1432004.500000 Penalty: 3031.697998
	Iteration 54Q: 3 clusters Score -1432004 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 9283 members 
Entering Unmasked Estep 
Score: -1432026.250000 Penalty: 3031.697998
	Iteration 55Q: 3 clusters Score -1432026 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 9339 members 
Entering Unmasked Estep 
Score: -1432043.750000 Penalty: 3031.697998
	Iteration 56Q: 3 clusters Score -1432044 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 9389 members 
Entering Unmasked Estep 
Score: -1432056.125000 Penalty: 3031.697998
	Iteration 57Q: 3 clusters Score -1432056 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 9441 members 
Entering Unmasked Estep 
Score: -1432074.000000 Penalty: 3031.697998
	Iteration 58Q: 3 clusters Score -1432074 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 9503 members 
Entering Unmasked Estep 
Score: -1432094.625000 Penalty: 3031.697998
	Iteration 59Q: 3 clusters Score -1432095 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 9555 members 
Entering Unmasked Estep 
Score: -1432111.000000 Penalty: 3031.697998
	Iteration 60F: 3 clusters Score -1432111 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 9601 members 
Entering Unmasked Estep 
Score: -1432123.125000 Penalty: 3031.697998
	Iteration 61Q: 3 clusters Score -1432123 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 9645 members 
Entering Unmasked Estep 
Score: -1432137.000000 Penalty: 3031.697998
	Iteration 62Q: 3 clusters Score -1432137 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 9684 members 
Entering Unmasked Estep 
Score: -1432154.500000 Penalty: 3031.697998
	Iteration 63Q: 3 clusters Score -1432154 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 9725 members 
Entering Unmasked Estep 
Score: -1432165.375000 Penalty: 3031.697998
	Iteration 64Q: 3 clusters Score -1432165 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 9772 members 
Entering Unmasked Estep 
Score: -1432183.250000 Penalty: 3031.697998
	Iteration 65Q: 3 clusters Score -1432183 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 9814 members 
Entering Unmasked Estep 
Score: -1432199.125000 Penalty: 3031.697998
	Iteration 66Q: 3 clusters Score -1432199 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 9854 members 
Entering Unmasked Estep 
Score: -1432208.250000 Penalty: 3031.697998
	Iteration 67Q: 3 clusters Score -1432208 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 9906 members 
Entering Unmasked Estep 
Score: -1432233.250000 Penalty: 3031.697998
	Iteration 68Q: 3 clusters Score -1432233 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 9973 members 
Entering Unmasked Estep 
Score: -1432261.625000 Penalty: 3031.697998
	Iteration 69Q: 3 clusters Score -1432262 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 10032 members 
Entering Unmasked Estep 
Score: -1432286.625000 Penalty: 3031.697998
	Iteration 70Q: 3 clusters Score -1432287 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 10077 members 
Entering Unmasked Estep 
Score: -1432306.000000 Penalty: 3031.697998
	Iteration 71Q: 3 clusters Score -1432306 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 10115 members 
Entering Unmasked Estep 
Score: -1432318.875000 Penalty: 3031.697998
	Iteration 72Q: 3 clusters Score -1432319 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 10147 members 
Entering Unmasked Estep 
Score: -1432331.125000 Penalty: 3031.697998
	Iteration 73Q: 3 clusters Score -1432331 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 10186 members 
Entering Unmasked Estep 
Score: -1432345.750000 Penalty: 3031.697998
	Iteration 74Q: 3 clusters Score -1432346 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 10219 members 
Entering Unmasked Estep 
Score: -1432359.375000 Penalty: 3031.697998
	Iteration 75Q: 3 clusters Score -1432359 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 10261 members 
Entering Unmasked Estep 
Score: -1432382.750000 Penalty: 3031.697998
	Iteration 76Q: 3 clusters Score -1432383 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 10293 members 
Entering Unmasked Estep 
Score: -1432395.625000 Penalty: 3031.697998
	Iteration 77Q: 3 clusters Score -1432396 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 10319 members 
Entering Unmasked Estep 
Score: -1432406.750000 Penalty: 3031.697998
	Iteration 78Q: 3 clusters Score -1432407 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 10339 members 
Entering Unmasked Estep 
Score: -1432413.125000 Penalty: 3031.697998
	Iteration 79Q: 3 clusters Score -1432413 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 10349 members 
Entering Unmasked Estep 
Score: -1432417.375000 Penalty: 3031.697998
	Iteration 80F: 3 clusters Score -1432417 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 10358 members 
Entering Unmasked Estep 
Score: -1432422.500000 Penalty: 3031.697998
	Iteration 81Q: 3 clusters Score -1432422 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 10364 members 
Entering Unmasked Estep 
Score: -1432423.000000 Penalty: 3031.697998
	Iteration 82Q: 3 clusters Score -1432423 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 10369 members 
Entering Unmasked Estep 
Score: -1432427.875000 Penalty: 3031.697998
	Iteration 83Q: 3 clusters Score -1432428 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 10375 members 
Entering Unmasked Estep 
Score: -1432430.000000 Penalty: 3031.697998
	Iteration 84Q: 3 clusters Score -1432430 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 10382 members 
Entering Unmasked Estep 
Score: -1432431.000000 Penalty: 3031.697998
	Iteration 85Q: 3 clusters Score -1432431 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 10388 members 
Entering Unmasked Estep 
Score: -1432431.125000 Penalty: 3031.697998
	Iteration 86Q: 3 clusters Score -1432431 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 10391 members 
Entering Unmasked Estep 
Score: -1432434.250000 Penalty: 3031.697998
	Iteration 87Q: 3 clusters Score -1432434 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 10396 members 
Entering Unmasked Estep 
Score: -1432433.500000 Penalty: 3031.697998
	Iteration 88Q: 3 clusters Score -1432434 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 10401 members 
Entering Unmasked Estep 
Score: -1432435.875000 Penalty: 3031.697998
	Iteration 89Q: 3 clusters Score -1432436 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 10404 members 
Entering Unmasked Estep 
Score: -1432436.500000 Penalty: 3031.697998
	Iteration 90Q: 3 clusters Score -1432436 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 10406 members 
Entering Unmasked Estep 
Score: -1432437.500000 Penalty: 3031.697998
	Iteration 91Q: 3 clusters Score -1432438 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 10408 members 
Entering Unmasked Estep 
Score: -1432440.000000 Penalty: 3031.697998
	Iteration 92Q: 3 clusters Score -1432440 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 10415 members 
Entering Unmasked Estep 
Score: -1432441.875000 Penalty: 3031.697998
	Iteration 93Q: 3 clusters Score -1432442 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 10425 members 
Entering Unmasked Estep 
Score: -1432444.500000 Penalty: 3031.697998
	Iteration 94Q: 3 clusters Score -1432444 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 10432 members 
Entering Unmasked Estep 
Score: -1432445.125000 Penalty: 3031.697998
	Iteration 95Q: 3 clusters Score -1432445 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 10442 members 
Entering Unmasked Estep 
Score: -1432451.125000 Penalty: 3031.697998
	Iteration 96Q: 3 clusters Score -1432451 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 10452 members 
Entering Unmasked Estep 
Score: -1432454.125000 Penalty: 3031.697998
	Iteration 97Q: 3 clusters Score -1432454 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 10459 members 
Entering Unmasked Estep 
Score: -1432455.375000 Penalty: 3031.697998
	Iteration 98Q: 3 clusters Score -1432455 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 10467 members 
Entering Unmasked Estep 
Score: -1432462.250000 Penalty: 3031.697998
	Iteration 99Q: 3 clusters Score -1432462 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 10475 members 
Entering Unmasked Estep 
Score: -1432467.000000 Penalty: 3031.697998
	Iteration 100F: 3 clusters Score -1432467 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 10482 members 
Entering Unmasked Estep 
Score: -1432471.000000 Penalty: 3031.697998
	Iteration 101Q: 3 clusters Score -1432471 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 10487 members 
Entering Unmasked Estep 
Score: -1432479.500000 Penalty: 3031.697998
	Iteration 102Q: 3 clusters Score -1432480 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 10493 members 
Entering Unmasked Estep 
Score: -1432482.250000 Penalty: 3031.697998
	Iteration 103Q: 3 clusters Score -1432482 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 10498 members 
Entering Unmasked Estep 
Score: -1432484.000000 Penalty: 3031.697998
	Iteration 104Q: 3 clusters Score -1432484 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 10501 members 
Entering Unmasked Estep 
Score: -1432485.500000 Penalty: 3031.697998
	Iteration 105Q: 3 clusters Score -1432486 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 10505 members 
Entering Unmasked Estep 
Score: -1432487.500000 Penalty: 3031.697998
	Iteration 106Q: 3 clusters Score -1432488 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 10508 members 
Entering Unmasked Estep 
Score: -1432487.250000 Penalty: 3031.697998
	Iteration 107Q: 3 clusters Score -1432487 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 10510 members 
Entering Unmasked Estep 
Score: -1432486.500000 Penalty: 3031.697998
	Iteration 108Q: 3 clusters Score -1432486 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 10510 members 
Entering Unmasked Estep 
Score: -1432489.250000 Penalty: 3031.697998
	Iteration 109Q: 3 clusters Score -1432489 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 10512 members 
Entering Unmasked Estep 
Score: -1432489.000000 Penalty: 3031.697998
	Iteration 110Q: 3 clusters Score -1432489 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 10514 members 
Entering Unmasked Estep 
Score: -1432488.000000 Penalty: 3031.697998
	Iteration 111Q: 3 clusters Score -1432488 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 10518 members 
Entering Unmasked Estep 
Score: -1432491.750000 Penalty: 3031.697998
	Iteration 112Q: 3 clusters Score -1432492 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 10520 members 
Entering Unmasked Estep 
Score: -1432491.875000 Penalty: 3031.697998
	Iteration 113Q: 3 clusters Score -1432492 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 10521 members 
Entering Unmasked Estep 
Score: -1432493.625000 Penalty: 3031.697998
	Iteration 114Q: 3 clusters Score -1432494 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 10524 members 
Entering Unmasked Estep 
Score: -1432494.375000 Penalty: 3031.697998
	Iteration 115Q: 3 clusters Score -1432494 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 10527 members 
Entering Unmasked Estep 
Score: -1432495.375000 Penalty: 3031.697998
	Iteration 116Q: 3 clusters Score -1432495 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 10530 members 
Entering Unmasked Estep 
Score: -1432497.000000 Penalty: 3031.697998
	Iteration 117Q: 3 clusters Score -1432497 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 10535 members 
Entering Unmasked Estep 
Score: -1432498.875000 Penalty: 3031.697998
	Iteration 118Q: 3 clusters Score -1432499 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 10537 members 
Entering Unmasked Estep 
Score: -1432500.750000 Penalty: 3031.697998
	Iteration 119Q: 3 clusters Score -1432501 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 10539 members 
Entering Unmasked Estep 
Score: -1432500.500000 Penalty: 3031.697998
	Iteration 120F: 3 clusters Score -1432500 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 10542 members 
Entering Unmasked Estep 
Score: -1432502.875000 Penalty: 3031.697998
	Iteration 121Q: 3 clusters Score -1432503 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 10544 members 
Entering Unmasked Estep 
Score: -1432503.250000 Penalty: 3031.697998
	Iteration 122Q: 3 clusters Score -1432503 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 10545 members 
Entering Unmasked Estep 
Score: -1432503.750000 Penalty: 3031.697998
	Iteration 123Q: 3 clusters Score -1432504 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 10546 members 
Entering Unmasked Estep 
Score: -1432505.125000 Penalty: 3031.697998
	Iteration 124Q: 3 clusters Score -1432505 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 10547 members 
Entering Unmasked Estep 
Score: -1432505.875000 Penalty: 3031.697998
	Iteration 125Q: 3 clusters Score -1432506 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 10548 members 
Entering Unmasked Estep 
Score: -1432506.250000 Penalty: 3031.697998
	Iteration 126Q: 3 clusters Score -1432506 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 10549 members 
Entering Unmasked Estep 
Score: -1432507.500000 Penalty: 3031.697998
	Iteration 127Q: 3 clusters Score -1432508 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 10550 members 
Entering Unmasked Estep 
Score: -1432507.875000 Penalty: 3031.697998
	Iteration 128Q: 3 clusters Score -1432508 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 10552 members 
Entering Unmasked Estep 
Score: -1432508.250000 Penalty: 3031.697998
	Iteration 129Q: 3 clusters Score -1432508 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 10553 members 
Entering Unmasked Estep 
Score: -1432507.250000 Penalty: 3031.697998
	Iteration 130Q: 3 clusters Score -1432507 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 10553 members 
Entering Unmasked Estep 
Score: -1432507.250000 Penalty: 3031.697998
	Iteration 131F: 3 clusters Score -1432507 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (17779 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17779 members 
Entering Unmasked Estep 
Score: -2239346.500000 Penalty: 1590.188110
	Iteration 0F: 2 clusters Score -2239346 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8853 members 
Mstep: Class 2 contains 8926 members 
Entering Unmasked Estep 
Score: -2227152.500000 Penalty: 3180.376221
	Iteration 0F: 3 clusters Score -2227152 nChanged 7946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8507 members 
Mstep: Class 2 contains 9272 members 
Entering Unmasked Estep 
Score: -2231578.750000 Penalty: 3180.376221
	Iteration 1F: 3 clusters Score -2231579 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8264 members 
Mstep: Class 2 contains 9515 members 
Entering Unmasked Estep 
Score: -2231976.500000 Penalty: 3180.376221
	Iteration 2F: 3 clusters Score -2231976 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7919 members 
Mstep: Class 2 contains 9860 members 
Entering Unmasked Estep 
Score: -2232366.000000 Penalty: 3180.376221
	Iteration 3F: 3 clusters Score -2232366 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7466 members 
Mstep: Class 2 contains 10313 members 
Entering Unmasked Estep 
Score: -2232743.500000 Penalty: 3180.376221
	Iteration 4F: 3 clusters Score -2232744 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6912 members 
Mstep: Class 2 contains 10867 members 
Entering Unmasked Estep 
Score: -2233145.750000 Penalty: 3180.376221
	Iteration 5F: 3 clusters Score -2233146 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6250 members 
Mstep: Class 2 contains 11529 members 
Entering Unmasked Estep 
Score: -2233612.500000 Penalty: 3180.376221
	Iteration 6Q: 3 clusters Score -2233612 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 12270 members 
Entering Unmasked Estep 
Score: -2234132.000000 Penalty: 3180.376221
	Iteration 7Q: 3 clusters Score -2234132 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 13047 members 
Entering Unmasked Estep 
Score: -2234696.250000 Penalty: 3180.376221
	Iteration 8Q: 3 clusters Score -2234696 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 13832 members 
Entering Unmasked Estep 
Score: -2235306.750000 Penalty: 3180.376221
	Iteration 9Q: 3 clusters Score -2235307 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 14568 members 
Entering Unmasked Estep 
Score: -2235921.500000 Penalty: 3180.376221
	Iteration 10Q: 3 clusters Score -2235922 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 15220 members 
Entering Unmasked Estep 
Score: -2236505.250000 Penalty: 3180.376221
	Iteration 11Q: 3 clusters Score -2236505 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 15725 members 
Entering Unmasked Estep 
Score: -2236975.750000 Penalty: 3180.376221
	Iteration 12Q: 3 clusters Score -2236976 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 16116 members 
Entering Unmasked Estep 
Score: -2237356.500000 Penalty: 3180.376221
	Iteration 13Q: 3 clusters Score -2237356 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 16392 members 
Entering Unmasked Estep 
Score: -2237639.000000 Penalty: 3180.376221
	Iteration 14Q: 3 clusters Score -2237639 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 16568 members 
Entering Unmasked Estep 
Score: -2237800.750000 Penalty: 3180.376221
	Iteration 15Q: 3 clusters Score -2237801 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 16675 members 
Entering Unmasked Estep 
Score: -2237901.500000 Penalty: 3180.376221
	Iteration 16Q: 3 clusters Score -2237902 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 16752 members 
Entering Unmasked Estep 
Score: -2237968.250000 Penalty: 3180.376221
	Iteration 17Q: 3 clusters Score -2237968 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 16802 members 
Entering Unmasked Estep 
Score: -2238003.750000 Penalty: 3180.376221
	Iteration 18Q: 3 clusters Score -2238004 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 16844 members 
Entering Unmasked Estep 
Score: -2238027.750000 Penalty: 3180.376221
	Iteration 19Q: 3 clusters Score -2238028 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 16877 members 
Entering Unmasked Estep 
Score: -2238039.500000 Penalty: 3180.376221
	Iteration 20F: 3 clusters Score -2238040 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 16897 members 
Entering Unmasked Estep 
Score: -2238055.500000 Penalty: 3180.376221
	Iteration 21Q: 3 clusters Score -2238056 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 16919 members 
Entering Unmasked Estep 
Score: -2238066.500000 Penalty: 3180.376221
	Iteration 22Q: 3 clusters Score -2238066 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 16940 members 
Entering Unmasked Estep 
Score: -2238072.250000 Penalty: 3180.376221
	Iteration 23Q: 3 clusters Score -2238072 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 16960 members 
Entering Unmasked Estep 
Score: -2238087.250000 Penalty: 3180.376221
	Iteration 24Q: 3 clusters Score -2238087 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 16976 members 
Entering Unmasked Estep 
Score: -2238092.500000 Penalty: 3180.376221
	Iteration 25Q: 3 clusters Score -2238092 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 17001 members 
Entering Unmasked Estep 
Score: -2238108.500000 Penalty: 3180.376221
	Iteration 26Q: 3 clusters Score -2238108 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 17020 members 
Entering Unmasked Estep 
Score: -2238118.000000 Penalty: 3180.376221
	Iteration 27Q: 3 clusters Score -2238118 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 17033 members 
Entering Unmasked Estep 
Score: -2238132.750000 Penalty: 3180.376221
	Iteration 28Q: 3 clusters Score -2238133 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 17045 members 
Entering Unmasked Estep 
Score: -2238135.250000 Penalty: 3180.376221
	Iteration 29Q: 3 clusters Score -2238135 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 17051 members 
Entering Unmasked Estep 
Score: -2238138.000000 Penalty: 3180.376221
	Iteration 30Q: 3 clusters Score -2238138 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 17062 members 
Entering Unmasked Estep 
Score: -2238137.000000 Penalty: 3180.376221
	Iteration 31Q: 3 clusters Score -2238137 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 17067 members 
Entering Unmasked Estep 
Score: -2238142.500000 Penalty: 3180.376221
	Iteration 32Q: 3 clusters Score -2238142 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 17073 members 
Entering Unmasked Estep 
Score: -2238145.500000 Penalty: 3180.376221
	Iteration 33Q: 3 clusters Score -2238146 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 17075 members 
Entering Unmasked Estep 
Score: -2238145.750000 Penalty: 3180.376221
	Iteration 34Q: 3 clusters Score -2238146 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 17076 members 
Entering Unmasked Estep 
Score: -2238144.250000 Penalty: 3180.376221
	Iteration 35Q: 3 clusters Score -2238144 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 17078 members 
Entering Unmasked Estep 
Score: -2238143.750000 Penalty: 3180.376221
	Iteration 36Q: 3 clusters Score -2238144 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 17083 members 
Entering Unmasked Estep 
Score: -2238147.750000 Penalty: 3180.376221
	Iteration 37Q: 3 clusters Score -2238148 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 17088 members 
Entering Unmasked Estep 
Score: -2238147.750000 Penalty: 3180.376221
	Iteration 38Q: 3 clusters Score -2238148 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 17091 members 
Entering Unmasked Estep 
Score: -2238149.750000 Penalty: 3180.376221
	Iteration 39Q: 3 clusters Score -2238150 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 17096 members 
Entering Unmasked Estep 
Score: -2238152.250000 Penalty: 3180.376221
	Iteration 40F: 3 clusters Score -2238152 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 17099 members 
Entering Unmasked Estep 
Score: -2238151.500000 Penalty: 3180.376221
	Iteration 41Q: 3 clusters Score -2238152 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 17105 members 
Entering Unmasked Estep 
Score: -2238154.250000 Penalty: 3180.376221
	Iteration 42Q: 3 clusters Score -2238154 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 17108 members 
Entering Unmasked Estep 
Score: -2238158.000000 Penalty: 3180.376221
	Iteration 43Q: 3 clusters Score -2238158 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 17114 members 
Entering Unmasked Estep 
Score: -2238157.000000 Penalty: 3180.376221
	Iteration 44Q: 3 clusters Score -2238157 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 17117 members 
Entering Unmasked Estep 
Score: -2238156.750000 Penalty: 3180.376221
	Iteration 45Q: 3 clusters Score -2238157 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 17121 members 
Entering Unmasked Estep 
Score: -2238159.750000 Penalty: 3180.376221
	Iteration 46Q: 3 clusters Score -2238160 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 17123 members 
Entering Unmasked Estep 
Score: -2238159.500000 Penalty: 3180.376221
	Iteration 47Q: 3 clusters Score -2238160 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 17124 members 
Entering Unmasked Estep 
Score: -2238158.750000 Penalty: 3180.376221
	Iteration 48Q: 3 clusters Score -2238159 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 17125 members 
Entering Unmasked Estep 
Score: -2238161.250000 Penalty: 3180.376221
	Iteration 49Q: 3 clusters Score -2238161 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 17127 members 
Entering Unmasked Estep 
Score: -2238160.750000 Penalty: 3180.376221
	Iteration 50Q: 3 clusters Score -2238161 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 17128 members 
Entering Unmasked Estep 
Score: -2238161.000000 Penalty: 3180.376221
	Iteration 51Q: 3 clusters Score -2238161 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 17127 members 
Entering Unmasked Estep 
Score: -2238162.250000 Penalty: 3180.376221
	Iteration 52Q: 3 clusters Score -2238162 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 17127 members 
Entering Unmasked Estep 
Score: -2238162.250000 Penalty: 3180.376221
	Iteration 53F: 3 clusters Score -2238162 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (12096 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12096 members 
Entering Unmasked Estep 
Score: -1533925.375000 Penalty: 1527.602417
	Iteration 0F: 2 clusters Score -1533925 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6039 members 
Mstep: Class 2 contains 6057 members 
Entering Unmasked Estep 
Score: -1525449.250000 Penalty: 3055.204834
	Iteration 0F: 3 clusters Score -1525449 nChanged 5253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5968 members 
Mstep: Class 2 contains 6128 members 
Entering Unmasked Estep 
Score: -1528332.625000 Penalty: 3055.204834
	Iteration 1F: 3 clusters Score -1528333 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5833 members 
Mstep: Class 2 contains 6263 members 
Entering Unmasked Estep 
Score: -1528604.250000 Penalty: 3055.204834
	Iteration 2F: 3 clusters Score -1528604 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 6421 members 
Entering Unmasked Estep 
Score: -1528834.125000 Penalty: 3055.204834
	Iteration 3Q: 3 clusters Score -1528834 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5502 members 
Mstep: Class 2 contains 6594 members 
Entering Unmasked Estep 
Score: -1529056.500000 Penalty: 3055.204834
	Iteration 4Q: 3 clusters Score -1529056 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 6840 members 
Entering Unmasked Estep 
Score: -1529322.625000 Penalty: 3055.204834
	Iteration 5Q: 3 clusters Score -1529323 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4965 members 
Mstep: Class 2 contains 7131 members 
Entering Unmasked Estep 
Score: -1529612.500000 Penalty: 3055.204834
	Iteration 6Q: 3 clusters Score -1529612 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 7428 members 
Entering Unmasked Estep 
Score: -1529871.500000 Penalty: 3055.204834
	Iteration 7Q: 3 clusters Score -1529872 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 7736 members 
Entering Unmasked Estep 
Score: -1530101.750000 Penalty: 3055.204834
	Iteration 8Q: 3 clusters Score -1530102 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 8043 members 
Entering Unmasked Estep 
Score: -1530325.125000 Penalty: 3055.204834
	Iteration 9Q: 3 clusters Score -1530325 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 8373 members 
Entering Unmasked Estep 
Score: -1530548.250000 Penalty: 3055.204834
	Iteration 10Q: 3 clusters Score -1530548 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 8719 members 
Entering Unmasked Estep 
Score: -1530749.125000 Penalty: 3055.204834
	Iteration 11Q: 3 clusters Score -1530749 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 9051 members 
Entering Unmasked Estep 
Score: -1530942.750000 Penalty: 3055.204834
	Iteration 12Q: 3 clusters Score -1530943 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 9381 members 
Entering Unmasked Estep 
Score: -1531134.000000 Penalty: 3055.204834
	Iteration 13Q: 3 clusters Score -1531134 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 9693 members 
Entering Unmasked Estep 
Score: -1531318.500000 Penalty: 3055.204834
	Iteration 14Q: 3 clusters Score -1531318 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 10010 members 
Entering Unmasked Estep 
Score: -1531513.500000 Penalty: 3055.204834
	Iteration 15Q: 3 clusters Score -1531514 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 10317 members 
Entering Unmasked Estep 
Score: -1531695.625000 Penalty: 3055.204834
	Iteration 16Q: 3 clusters Score -1531696 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 10614 members 
Entering Unmasked Estep 
Score: -1531875.500000 Penalty: 3055.204834
	Iteration 17Q: 3 clusters Score -1531876 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 10861 members 
Entering Unmasked Estep 
Score: -1532038.500000 Penalty: 3055.204834
	Iteration 18Q: 3 clusters Score -1532038 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 11080 members 
Entering Unmasked Estep 
Score: -1532175.125000 Penalty: 3055.204834
	Iteration 19Q: 3 clusters Score -1532175 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 11254 members 
Entering Unmasked Estep 
Score: -1532285.125000 Penalty: 3055.204834
	Iteration 20F: 3 clusters Score -1532285 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 11367 members 
Entering Unmasked Estep 
Score: -1532358.125000 Penalty: 3055.204834
	Iteration 21Q: 3 clusters Score -1532358 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 11460 members 
Entering Unmasked Estep 
Score: -1532436.375000 Penalty: 3055.204834
	Iteration 22Q: 3 clusters Score -1532436 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 11522 members 
Entering Unmasked Estep 
Score: -1532487.375000 Penalty: 3055.204834
	Iteration 23Q: 3 clusters Score -1532487 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 11575 members 
Entering Unmasked Estep 
Score: -1532518.500000 Penalty: 3055.204834
	Iteration 24Q: 3 clusters Score -1532518 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 11611 members 
Entering Unmasked Estep 
Score: -1532551.875000 Penalty: 3055.204834
	Iteration 25Q: 3 clusters Score -1532552 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 11642 members 
Entering Unmasked Estep 
Score: -1532569.500000 Penalty: 3055.204834
	Iteration 26Q: 3 clusters Score -1532570 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 11665 members 
Entering Unmasked Estep 
Score: -1532587.250000 Penalty: 3055.204834
	Iteration 27Q: 3 clusters Score -1532587 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 11683 members 
Entering Unmasked Estep 
Score: -1532596.875000 Penalty: 3055.204834
	Iteration 28Q: 3 clusters Score -1532597 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 11693 members 
Entering Unmasked Estep 
Score: -1532608.625000 Penalty: 3055.204834
	Iteration 29Q: 3 clusters Score -1532609 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 11706 members 
Entering Unmasked Estep 
Score: -1532614.250000 Penalty: 3055.204834
	Iteration 30Q: 3 clusters Score -1532614 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 11713 members 
Entering Unmasked Estep 
Score: -1532617.500000 Penalty: 3055.204834
	Iteration 31Q: 3 clusters Score -1532618 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 11720 members 
Entering Unmasked Estep 
Score: -1532624.000000 Penalty: 3055.204834
	Iteration 32Q: 3 clusters Score -1532624 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 11722 members 
Entering Unmasked Estep 
Score: -1532625.750000 Penalty: 3055.204834
	Iteration 33Q: 3 clusters Score -1532626 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 11726 members 
Entering Unmasked Estep 
Score: -1532626.250000 Penalty: 3055.204834
	Iteration 34Q: 3 clusters Score -1532626 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 11730 members 
Entering Unmasked Estep 
Score: -1532630.000000 Penalty: 3055.204834
	Iteration 35Q: 3 clusters Score -1532630 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 11737 members 
Entering Unmasked Estep 
Score: -1532633.875000 Penalty: 3055.204834
	Iteration 36Q: 3 clusters Score -1532634 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 11744 members 
Entering Unmasked Estep 
Score: -1532638.625000 Penalty: 3055.204834
	Iteration 37Q: 3 clusters Score -1532639 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 11750 members 
Entering Unmasked Estep 
Score: -1532642.750000 Penalty: 3055.204834
	Iteration 38Q: 3 clusters Score -1532643 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 11754 members 
Entering Unmasked Estep 
Score: -1532648.125000 Penalty: 3055.204834
	Iteration 39Q: 3 clusters Score -1532648 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 11760 members 
Entering Unmasked Estep 
Score: -1532652.500000 Penalty: 3055.204834
	Iteration 40F: 3 clusters Score -1532652 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 11767 members 
Entering Unmasked Estep 
Score: -1532662.500000 Penalty: 3055.204834
	Iteration 41Q: 3 clusters Score -1532662 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 11770 members 
Entering Unmasked Estep 
Score: -1532667.125000 Penalty: 3055.204834
	Iteration 42Q: 3 clusters Score -1532667 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 11772 members 
Entering Unmasked Estep 
Score: -1532668.750000 Penalty: 3055.204834
	Iteration 43Q: 3 clusters Score -1532669 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 11774 members 
Entering Unmasked Estep 
Score: -1532669.875000 Penalty: 3055.204834
	Iteration 44Q: 3 clusters Score -1532670 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 11775 members 
Entering Unmasked Estep 
Score: -1532667.625000 Penalty: 3055.204834
	Iteration 45Q: 3 clusters Score -1532668 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 11777 members 
Entering Unmasked Estep 
Score: -1532672.500000 Penalty: 3055.204834
	Iteration 46Q: 3 clusters Score -1532672 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 11777 members 
Entering Unmasked Estep 
Score: -1532672.500000 Penalty: 3055.204834
	Iteration 47F: 3 clusters Score -1532672 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (2763 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Entering Unmasked Estep 
Score: -286517.000000 Penalty: 1287.661743
	Iteration 0F: 2 clusters Score -286517 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -283982.000000 Penalty: 2575.323486
	Iteration 0F: 3 clusters Score -283982 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -284747.656250 Penalty: 2575.323486
	Iteration 1F: 3 clusters Score -284747.7 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -285022.937500 Penalty: 2575.323486
	Iteration 2F: 3 clusters Score -285022.9 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -285259.531250 Penalty: 2575.323486
	Iteration 3F: 3 clusters Score -285259.5 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -285492.468750 Penalty: 2575.323486
	Iteration 4F: 3 clusters Score -285492.5 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -285718.406250 Penalty: 2575.323486
	Iteration 5F: 3 clusters Score -285718.4 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -285894.781250 Penalty: 2575.323486
	Iteration 6F: 3 clusters Score -285894.8 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -286035.843750 Penalty: 2575.323486
	Iteration 7Q: 3 clusters Score -286035.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -286147.937500 Penalty: 2575.323486
	Iteration 8Q: 3 clusters Score -286147.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -286235.218750 Penalty: 2575.323486
	Iteration 9Q: 3 clusters Score -286235.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -286318.218750 Penalty: 2575.323486
	Iteration 10Q: 3 clusters Score -286318.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -286384.500000 Penalty: 2575.323486
	Iteration 11Q: 3 clusters Score -286384.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -286430.468750 Penalty: 2575.323486
	Iteration 12Q: 3 clusters Score -286430.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -286457.625000 Penalty: 2575.323486
	Iteration 13Q: 3 clusters Score -286457.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -286469.281250 Penalty: 2575.323486
	Iteration 14Q: 3 clusters Score -286469.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -286479.906250 Penalty: 2575.323486
	Iteration 15Q: 3 clusters Score -286479.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -286487.187500 Penalty: 2575.323486
	Iteration 16Q: 3 clusters Score -286487.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -286491.250000 Penalty: 2575.323486
	Iteration 17Q: 3 clusters Score -286491.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -286493.281250 Penalty: 2575.323486
	Iteration 18Q: 3 clusters Score -286493.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -286494.468750 Penalty: 2575.323486
	Iteration 19Q: 3 clusters Score -286494.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -286495.812500 Penalty: 2575.323486
	Iteration 20F: 3 clusters Score -286495.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -286496.906250 Penalty: 2575.323486
	Iteration 21Q: 3 clusters Score -286496.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -286499.187500 Penalty: 2575.323486
	Iteration 22Q: 3 clusters Score -286499.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -286503.781250 Penalty: 2575.323486
	Iteration 23Q: 3 clusters Score -286503.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -286507.000000 Penalty: 2575.323486
	Iteration 24Q: 3 clusters Score -286507 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -286508.500000 Penalty: 2575.323486
	Iteration 25Q: 3 clusters Score -286508.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -286509.968750 Penalty: 2575.323486
	Iteration 26Q: 3 clusters Score -286510 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -286509.968750 Penalty: 2575.323486
	Iteration 27F: 3 clusters Score -286510 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (17315 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17315 members 
Entering Unmasked Estep 
Score: -2169521.250000 Penalty: 1585.890991
	Iteration 0F: 2 clusters Score -2169521 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8607 members 
Mstep: Class 2 contains 8708 members 
Entering Unmasked Estep 
Score: -2157575.250000 Penalty: 3171.781982
	Iteration 0F: 3 clusters Score -2157575 nChanged 7756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8049 members 
Mstep: Class 2 contains 9266 members 
Entering Unmasked Estep 
Score: -2162026.500000 Penalty: 3171.781982
	Iteration 1F: 3 clusters Score -2162026 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7602 members 
Mstep: Class 2 contains 9713 members 
Entering Unmasked Estep 
Score: -2162602.750000 Penalty: 3171.781982
	Iteration 2F: 3 clusters Score -2162603 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6964 members 
Mstep: Class 2 contains 10351 members 
Entering Unmasked Estep 
Score: -2163240.500000 Penalty: 3171.781982
	Iteration 3F: 3 clusters Score -2163240 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6225 members 
Mstep: Class 2 contains 11090 members 
Entering Unmasked Estep 
Score: -2163960.250000 Penalty: 3171.781982
	Iteration 4F: 3 clusters Score -2163960 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5429 members 
Mstep: Class 2 contains 11886 members 
Entering Unmasked Estep 
Score: -2164693.250000 Penalty: 3171.781982
	Iteration 5F: 3 clusters Score -2164693 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 12601 members 
Entering Unmasked Estep 
Score: -2165289.500000 Penalty: 3171.781982
	Iteration 6F: 3 clusters Score -2165290 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 13239 members 
Entering Unmasked Estep 
Score: -2165781.750000 Penalty: 3171.781982
	Iteration 7Q: 3 clusters Score -2165782 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 13872 members 
Entering Unmasked Estep 
Score: -2166256.000000 Penalty: 3171.781982
	Iteration 8Q: 3 clusters Score -2166256 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 14429 members 
Entering Unmasked Estep 
Score: -2166668.000000 Penalty: 3171.781982
	Iteration 9Q: 3 clusters Score -2166668 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 14947 members 
Entering Unmasked Estep 
Score: -2167071.250000 Penalty: 3171.781982
	Iteration 10Q: 3 clusters Score -2167071 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 15379 members 
Entering Unmasked Estep 
Score: -2167413.000000 Penalty: 3171.781982
	Iteration 11Q: 3 clusters Score -2167413 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 15694 members 
Entering Unmasked Estep 
Score: -2167692.500000 Penalty: 3171.781982
	Iteration 12Q: 3 clusters Score -2167692 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 15937 members 
Entering Unmasked Estep 
Score: -2167926.750000 Penalty: 3171.781982
	Iteration 13Q: 3 clusters Score -2167927 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 16123 members 
Entering Unmasked Estep 
Score: -2168103.500000 Penalty: 3171.781982
	Iteration 14Q: 3 clusters Score -2168104 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 16278 members 
Entering Unmasked Estep 
Score: -2168287.000000 Penalty: 3171.781982
	Iteration 15Q: 3 clusters Score -2168287 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 16375 members 
Entering Unmasked Estep 
Score: -2168408.500000 Penalty: 3171.781982
	Iteration 16Q: 3 clusters Score -2168408 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 16426 members 
Entering Unmasked Estep 
Score: -2168477.250000 Penalty: 3171.781982
	Iteration 17Q: 3 clusters Score -2168477 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 16461 members 
Entering Unmasked Estep 
Score: -2168532.750000 Penalty: 3171.781982
	Iteration 18Q: 3 clusters Score -2168533 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 16486 members 
Entering Unmasked Estep 
Score: -2168566.000000 Penalty: 3171.781982
	Iteration 19Q: 3 clusters Score -2168566 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 16509 members 
Entering Unmasked Estep 
Score: -2168602.250000 Penalty: 3171.781982
	Iteration 20F: 3 clusters Score -2168602 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 16536 members 
Entering Unmasked Estep 
Score: -2168630.750000 Penalty: 3171.781982
	Iteration 21Q: 3 clusters Score -2168631 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 16559 members 
Entering Unmasked Estep 
Score: -2168662.000000 Penalty: 3171.781982
	Iteration 22Q: 3 clusters Score -2168662 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 16580 members 
Entering Unmasked Estep 
Score: -2168693.250000 Penalty: 3171.781982
	Iteration 23Q: 3 clusters Score -2168693 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 16603 members 
Entering Unmasked Estep 
Score: -2168710.500000 Penalty: 3171.781982
	Iteration 24Q: 3 clusters Score -2168710 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 16623 members 
Entering Unmasked Estep 
Score: -2168740.000000 Penalty: 3171.781982
	Iteration 25Q: 3 clusters Score -2168740 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 16645 members 
Entering Unmasked Estep 
Score: -2168765.250000 Penalty: 3171.781982
	Iteration 26Q: 3 clusters Score -2168765 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 16665 members 
Entering Unmasked Estep 
Score: -2168780.000000 Penalty: 3171.781982
	Iteration 27Q: 3 clusters Score -2168780 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 16677 members 
Entering Unmasked Estep 
Score: -2168789.250000 Penalty: 3171.781982
	Iteration 28Q: 3 clusters Score -2168789 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 16683 members 
Entering Unmasked Estep 
Score: -2168794.250000 Penalty: 3171.781982
	Iteration 29Q: 3 clusters Score -2168794 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 16685 members 
Entering Unmasked Estep 
Score: -2168797.750000 Penalty: 3171.781982
	Iteration 30Q: 3 clusters Score -2168798 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 16692 members 
Entering Unmasked Estep 
Score: -2168804.500000 Penalty: 3171.781982
	Iteration 31Q: 3 clusters Score -2168804 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 16699 members 
Entering Unmasked Estep 
Score: -2168809.000000 Penalty: 3171.781982
	Iteration 32Q: 3 clusters Score -2168809 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 16698 members 
Entering Unmasked Estep 
Score: -2168812.250000 Penalty: 3171.781982
	Iteration 33Q: 3 clusters Score -2168812 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 16700 members 
Entering Unmasked Estep 
Score: -2168817.000000 Penalty: 3171.781982
	Iteration 34Q: 3 clusters Score -2168817 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 16705 members 
Entering Unmasked Estep 
Score: -2168815.500000 Penalty: 3171.781982
	Iteration 35Q: 3 clusters Score -2168816 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 16707 members 
Entering Unmasked Estep 
Score: -2168819.000000 Penalty: 3171.781982
	Iteration 36Q: 3 clusters Score -2168819 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 16707 members 
Entering Unmasked Estep 
Score: -2168819.000000 Penalty: 3171.781982
	Iteration 37F: 3 clusters Score -2168819 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (4342 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Entering Unmasked Estep 
Score: -527894.875000 Penalty: 1361.114624
	Iteration 0F: 2 clusters Score -527894.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -524330.187500 Penalty: 2722.229248
	Iteration 0F: 3 clusters Score -524330.2 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -525395.437500 Penalty: 2722.229248
	Iteration 1F: 3 clusters Score -525395.4 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -525810.375000 Penalty: 2722.229248
	Iteration 2F: 3 clusters Score -525810.4 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -526196.687500 Penalty: 2722.229248
	Iteration 3F: 3 clusters Score -526196.7 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -526490.625000 Penalty: 2722.229248
	Iteration 4F: 3 clusters Score -526490.6 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -526664.312500 Penalty: 2722.229248
	Iteration 5F: 3 clusters Score -526664.3 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -526757.625000 Penalty: 2722.229248
	Iteration 6Q: 3 clusters Score -526757.6 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -526836.687500 Penalty: 2722.229248
	Iteration 7Q: 3 clusters Score -526836.7 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -526895.687500 Penalty: 2722.229248
	Iteration 8Q: 3 clusters Score -526895.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -526931.687500 Penalty: 2722.229248
	Iteration 9Q: 3 clusters Score -526931.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -526960.437500 Penalty: 2722.229248
	Iteration 10Q: 3 clusters Score -526960.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -526989.062500 Penalty: 2722.229248
	Iteration 11Q: 3 clusters Score -526989.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -527028.687500 Penalty: 2722.229248
	Iteration 12Q: 3 clusters Score -527028.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -527049.500000 Penalty: 2722.229248
	Iteration 13Q: 3 clusters Score -527049.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -527060.562500 Penalty: 2722.229248
	Iteration 14Q: 3 clusters Score -527060.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -527069.625000 Penalty: 2722.229248
	Iteration 15Q: 3 clusters Score -527069.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -527078.687500 Penalty: 2722.229248
	Iteration 16Q: 3 clusters Score -527078.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -527096.375000 Penalty: 2722.229248
	Iteration 17Q: 3 clusters Score -527096.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -527112.375000 Penalty: 2722.229248
	Iteration 18Q: 3 clusters Score -527112.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -527128.812500 Penalty: 2722.229248
	Iteration 19Q: 3 clusters Score -527128.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -527138.312500 Penalty: 2722.229248
	Iteration 20F: 3 clusters Score -527138.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -527144.375000 Penalty: 2722.229248
	Iteration 21Q: 3 clusters Score -527144.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -527149.062500 Penalty: 2722.229248
	Iteration 22Q: 3 clusters Score -527149.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -527153.250000 Penalty: 2722.229248
	Iteration 23Q: 3 clusters Score -527153.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -527154.562500 Penalty: 2722.229248
	Iteration 24Q: 3 clusters Score -527154.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -527155.375000 Penalty: 2722.229248
	Iteration 25Q: 3 clusters Score -527155.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -527155.937500 Penalty: 2722.229248
	Iteration 26Q: 3 clusters Score -527155.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -527155.437500 Penalty: 2722.229248
	Iteration 27Q: 3 clusters Score -527155.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -527156.687500 Penalty: 2722.229248
	Iteration 28Q: 3 clusters Score -527156.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -527157.875000 Penalty: 2722.229248
	Iteration 29Q: 3 clusters Score -527157.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -527161.187500 Penalty: 2722.229248
	Iteration 30Q: 3 clusters Score -527161.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -527160.812500 Penalty: 2722.229248
	Iteration 31Q: 3 clusters Score -527160.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -527161.250000 Penalty: 2722.229248
	Iteration 32Q: 3 clusters Score -527161.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -527163.000000 Penalty: 2722.229248
	Iteration 33Q: 3 clusters Score -527163 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -527164.437500 Penalty: 2722.229248
	Iteration 34Q: 3 clusters Score -527164.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -527165.062500 Penalty: 2722.229248
	Iteration 35Q: 3 clusters Score -527165.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -527164.875000 Penalty: 2722.229248
	Iteration 36Q: 3 clusters Score -527164.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -527164.812500 Penalty: 2722.229248
	Iteration 37Q: 3 clusters Score -527164.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -527166.000000 Penalty: 2722.229248
	Iteration 38Q: 3 clusters Score -527166 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -527166.437500 Penalty: 2722.229248
	Iteration 39Q: 3 clusters Score -527166.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -527167.000000 Penalty: 2722.229248
	Iteration 40F: 3 clusters Score -527167 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -527167.375000 Penalty: 2722.229248
	Iteration 41Q: 3 clusters Score -527167.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -527167.125000 Penalty: 2722.229248
	Iteration 42Q: 3 clusters Score -527167.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -527169.000000 Penalty: 2722.229248
	Iteration 43Q: 3 clusters Score -527169 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -527169.812500 Penalty: 2722.229248
	Iteration 44Q: 3 clusters Score -527169.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -527169.375000 Penalty: 2722.229248
	Iteration 45Q: 3 clusters Score -527169.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -527169.812500 Penalty: 2722.229248
	Iteration 46Q: 3 clusters Score -527169.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -527169.812500 Penalty: 2722.229248
	Iteration 47Q: 3 clusters Score -527169.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -527169.812500 Penalty: 2722.229248
	Iteration 48F: 3 clusters Score -527169.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (2981 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Entering Unmasked Estep 
Score: -355955.718750 Penalty: 1300.002319
	Iteration 0F: 2 clusters Score -355955.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -353257.343750 Penalty: 2600.004639
	Iteration 0F: 3 clusters Score -353257.3 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -353982.375000 Penalty: 2600.004639
	Iteration 1F: 3 clusters Score -353982.4 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -354185.312500 Penalty: 2600.004639
	Iteration 2F: 3 clusters Score -354185.3 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -354323.093750 Penalty: 2600.004639
	Iteration 3F: 3 clusters Score -354323.1 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -354419.750000 Penalty: 2600.004639
	Iteration 4Q: 3 clusters Score -354419.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -354478.843750 Penalty: 2600.004639
	Iteration 5Q: 3 clusters Score -354478.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -354525.468750 Penalty: 2600.004639
	Iteration 6Q: 3 clusters Score -354525.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -354561.500000 Penalty: 2600.004639
	Iteration 7Q: 3 clusters Score -354561.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -354600.312500 Penalty: 2600.004639
	Iteration 8Q: 3 clusters Score -354600.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -354633.437500 Penalty: 2600.004639
	Iteration 9Q: 3 clusters Score -354633.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -354663.093750 Penalty: 2600.004639
	Iteration 10Q: 3 clusters Score -354663.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -354687.031250 Penalty: 2600.004639
	Iteration 11Q: 3 clusters Score -354687 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -354711.343750 Penalty: 2600.004639
	Iteration 12Q: 3 clusters Score -354711.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -354741.187500 Penalty: 2600.004639
	Iteration 13Q: 3 clusters Score -354741.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -354765.593750 Penalty: 2600.004639
	Iteration 14Q: 3 clusters Score -354765.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -354780.406250 Penalty: 2600.004639
	Iteration 15Q: 3 clusters Score -354780.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -354797.468750 Penalty: 2600.004639
	Iteration 16Q: 3 clusters Score -354797.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -354820.218750 Penalty: 2600.004639
	Iteration 17Q: 3 clusters Score -354820.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -354842.218750 Penalty: 2600.004639
	Iteration 18Q: 3 clusters Score -354842.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -354868.625000 Penalty: 2600.004639
	Iteration 19Q: 3 clusters Score -354868.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -354895.468750 Penalty: 2600.004639
	Iteration 20F: 3 clusters Score -354895.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -354913.218750 Penalty: 2600.004639
	Iteration 21Q: 3 clusters Score -354913.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -354930.062500 Penalty: 2600.004639
	Iteration 22Q: 3 clusters Score -354930.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -354945.406250 Penalty: 2600.004639
	Iteration 23Q: 3 clusters Score -354945.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -354958.531250 Penalty: 2600.004639
	Iteration 24Q: 3 clusters Score -354958.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -354972.156250 Penalty: 2600.004639
	Iteration 25Q: 3 clusters Score -354972.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -354986.312500 Penalty: 2600.004639
	Iteration 26Q: 3 clusters Score -354986.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -354994.375000 Penalty: 2600.004639
	Iteration 27Q: 3 clusters Score -354994.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -355004.500000 Penalty: 2600.004639
	Iteration 28Q: 3 clusters Score -355004.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -355017.156250 Penalty: 2600.004639
	Iteration 29Q: 3 clusters Score -355017.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -355030.843750 Penalty: 2600.004639
	Iteration 30Q: 3 clusters Score -355030.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -355046.343750 Penalty: 2600.004639
	Iteration 31Q: 3 clusters Score -355046.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -355068.781250 Penalty: 2600.004639
	Iteration 32Q: 3 clusters Score -355068.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -355079.812500 Penalty: 2600.004639
	Iteration 33Q: 3 clusters Score -355079.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -355089.406250 Penalty: 2600.004639
	Iteration 34Q: 3 clusters Score -355089.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -355092.562500 Penalty: 2600.004639
	Iteration 35Q: 3 clusters Score -355092.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -355094.687500 Penalty: 2600.004639
	Iteration 36Q: 3 clusters Score -355094.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -355095.562500 Penalty: 2600.004639
	Iteration 37Q: 3 clusters Score -355095.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -355097.437500 Penalty: 2600.004639
	Iteration 38Q: 3 clusters Score -355097.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -355101.250000 Penalty: 2600.004639
	Iteration 39Q: 3 clusters Score -355101.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -355103.843750 Penalty: 2600.004639
	Iteration 40F: 3 clusters Score -355103.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -355105.531250 Penalty: 2600.004639
	Iteration 41Q: 3 clusters Score -355105.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -355107.000000 Penalty: 2600.004639
	Iteration 42Q: 3 clusters Score -355107 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -355108.625000 Penalty: 2600.004639
	Iteration 43Q: 3 clusters Score -355108.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -355109.843750 Penalty: 2600.004639
	Iteration 44Q: 3 clusters Score -355109.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -355111.125000 Penalty: 2600.004639
	Iteration 45Q: 3 clusters Score -355111.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -355111.843750 Penalty: 2600.004639
	Iteration 46Q: 3 clusters Score -355111.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -355112.250000 Penalty: 2600.004639
	Iteration 47Q: 3 clusters Score -355112.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -355111.656250 Penalty: 2600.004639
	Iteration 48Q: 3 clusters Score -355111.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -355111.656250 Penalty: 2600.004639
	Iteration 49F: 3 clusters Score -355111.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (9618 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9618 members 
Entering Unmasked Estep 
Score: -1124259.500000 Penalty: 1490.351074
	Iteration 0F: 2 clusters Score -1124260 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -1117369.125000 Penalty: 2980.702148
	Iteration 0F: 3 clusters Score -1117369 nChanged 4130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4969 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -1119819.625000 Penalty: 2980.702148
	Iteration 1F: 3 clusters Score -1119820 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -1120222.375000 Penalty: 2980.702148
	Iteration 2F: 3 clusters Score -1120222 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -1120547.750000 Penalty: 2980.702148
	Iteration 3F: 3 clusters Score -1120548 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -1120846.000000 Penalty: 2980.702148
	Iteration 4F: 3 clusters Score -1120846 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -1121109.875000 Penalty: 2980.702148
	Iteration 5Q: 3 clusters Score -1121110 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -1121372.000000 Penalty: 2980.702148
	Iteration 6Q: 3 clusters Score -1121372 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -1121591.500000 Penalty: 2980.702148
	Iteration 7Q: 3 clusters Score -1121592 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -1121758.875000 Penalty: 2980.702148
	Iteration 8Q: 3 clusters Score -1121759 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -1121891.250000 Penalty: 2980.702148
	Iteration 9Q: 3 clusters Score -1121891 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -1121992.750000 Penalty: 2980.702148
	Iteration 10Q: 3 clusters Score -1121993 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -1122065.750000 Penalty: 2980.702148
	Iteration 11Q: 3 clusters Score -1122066 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -1122121.875000 Penalty: 2980.702148
	Iteration 12Q: 3 clusters Score -1122122 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -1122163.375000 Penalty: 2980.702148
	Iteration 13Q: 3 clusters Score -1122163 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5154 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -1122200.500000 Penalty: 2980.702148
	Iteration 14Q: 3 clusters Score -1122200 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -1122233.375000 Penalty: 2980.702148
	Iteration 15Q: 3 clusters Score -1122233 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -1122265.125000 Penalty: 2980.702148
	Iteration 16Q: 3 clusters Score -1122265 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5439 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -1122302.750000 Penalty: 2980.702148
	Iteration 17Q: 3 clusters Score -1122303 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5540 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -1122343.125000 Penalty: 2980.702148
	Iteration 18Q: 3 clusters Score -1122343 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5653 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -1122388.875000 Penalty: 2980.702148
	Iteration 19Q: 3 clusters Score -1122389 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5768 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -1122435.250000 Penalty: 2980.702148
	Iteration 20F: 3 clusters Score -1122435 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5889 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -1122481.500000 Penalty: 2980.702148
	Iteration 21Q: 3 clusters Score -1122482 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6018 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -1122534.375000 Penalty: 2980.702148
	Iteration 22Q: 3 clusters Score -1122534 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6142 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -1122593.000000 Penalty: 2980.702148
	Iteration 23Q: 3 clusters Score -1122593 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6245 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -1122648.625000 Penalty: 2980.702148
	Iteration 24Q: 3 clusters Score -1122649 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6381 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -1122711.500000 Penalty: 2980.702148
	Iteration 25Q: 3 clusters Score -1122712 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6525 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -1122771.625000 Penalty: 2980.702148
	Iteration 26Q: 3 clusters Score -1122772 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6650 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -1122827.250000 Penalty: 2980.702148
	Iteration 27Q: 3 clusters Score -1122827 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6762 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -1122864.250000 Penalty: 2980.702148
	Iteration 28Q: 3 clusters Score -1122864 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6848 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -1122892.250000 Penalty: 2980.702148
	Iteration 29Q: 3 clusters Score -1122892 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6937 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -1122916.250000 Penalty: 2980.702148
	Iteration 30Q: 3 clusters Score -1122916 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7014 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -1122939.750000 Penalty: 2980.702148
	Iteration 31Q: 3 clusters Score -1122940 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7095 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -1122962.625000 Penalty: 2980.702148
	Iteration 32Q: 3 clusters Score -1122963 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7167 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -1122985.125000 Penalty: 2980.702148
	Iteration 33Q: 3 clusters Score -1122985 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7234 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -1123004.250000 Penalty: 2980.702148
	Iteration 34Q: 3 clusters Score -1123004 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7280 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -1123013.625000 Penalty: 2980.702148
	Iteration 35Q: 3 clusters Score -1123014 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7320 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -1123024.625000 Penalty: 2980.702148
	Iteration 36Q: 3 clusters Score -1123025 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7367 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -1123035.125000 Penalty: 2980.702148
	Iteration 37Q: 3 clusters Score -1123035 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7407 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -1123046.125000 Penalty: 2980.702148
	Iteration 38Q: 3 clusters Score -1123046 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7448 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -1123054.375000 Penalty: 2980.702148
	Iteration 39Q: 3 clusters Score -1123054 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7485 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -1123065.125000 Penalty: 2980.702148
	Iteration 40F: 3 clusters Score -1123065 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7519 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -1123070.875000 Penalty: 2980.702148
	Iteration 41Q: 3 clusters Score -1123071 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7548 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -1123078.000000 Penalty: 2980.702148
	Iteration 42Q: 3 clusters Score -1123078 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7584 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -1123091.875000 Penalty: 2980.702148
	Iteration 43Q: 3 clusters Score -1123092 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7620 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -1123101.750000 Penalty: 2980.702148
	Iteration 44Q: 3 clusters Score -1123102 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7647 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -1123104.625000 Penalty: 2980.702148
	Iteration 45Q: 3 clusters Score -1123105 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7672 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -1123113.375000 Penalty: 2980.702148
	Iteration 46Q: 3 clusters Score -1123113 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7704 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -1123126.625000 Penalty: 2980.702148
	Iteration 47Q: 3 clusters Score -1123127 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7734 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -1123132.250000 Penalty: 2980.702148
	Iteration 48Q: 3 clusters Score -1123132 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7766 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -1123141.625000 Penalty: 2980.702148
	Iteration 49Q: 3 clusters Score -1123142 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7793 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -1123149.625000 Penalty: 2980.702148
	Iteration 50Q: 3 clusters Score -1123150 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7821 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -1123153.875000 Penalty: 2980.702148
	Iteration 51Q: 3 clusters Score -1123154 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7852 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -1123160.125000 Penalty: 2980.702148
	Iteration 52Q: 3 clusters Score -1123160 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7872 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -1123161.750000 Penalty: 2980.702148
	Iteration 53Q: 3 clusters Score -1123162 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7891 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -1123165.500000 Penalty: 2980.702148
	Iteration 54Q: 3 clusters Score -1123166 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7911 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -1123174.125000 Penalty: 2980.702148
	Iteration 55Q: 3 clusters Score -1123174 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7931 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -1123176.750000 Penalty: 2980.702148
	Iteration 56Q: 3 clusters Score -1123177 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7948 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -1123180.750000 Penalty: 2980.702148
	Iteration 57Q: 3 clusters Score -1123181 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7968 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -1123184.000000 Penalty: 2980.702148
	Iteration 58Q: 3 clusters Score -1123184 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7993 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -1123190.875000 Penalty: 2980.702148
	Iteration 59Q: 3 clusters Score -1123191 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8009 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -1123194.500000 Penalty: 2980.702148
	Iteration 60F: 3 clusters Score -1123194 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8024 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -1123199.250000 Penalty: 2980.702148
	Iteration 61Q: 3 clusters Score -1123199 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8035 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -1123200.500000 Penalty: 2980.702148
	Iteration 62Q: 3 clusters Score -1123200 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8047 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -1123204.625000 Penalty: 2980.702148
	Iteration 63Q: 3 clusters Score -1123205 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8057 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -1123208.250000 Penalty: 2980.702148
	Iteration 64Q: 3 clusters Score -1123208 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8066 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -1123210.875000 Penalty: 2980.702148
	Iteration 65Q: 3 clusters Score -1123211 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8077 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -1123215.625000 Penalty: 2980.702148
	Iteration 66Q: 3 clusters Score -1123216 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8091 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -1123216.375000 Penalty: 2980.702148
	Iteration 67Q: 3 clusters Score -1123216 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8109 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -1123218.250000 Penalty: 2980.702148
	Iteration 68Q: 3 clusters Score -1123218 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8126 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -1123223.875000 Penalty: 2980.702148
	Iteration 69Q: 3 clusters Score -1123224 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8140 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -1123228.375000 Penalty: 2980.702148
	Iteration 70Q: 3 clusters Score -1123228 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8162 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -1123230.750000 Penalty: 2980.702148
	Iteration 71Q: 3 clusters Score -1123231 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8182 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -1123241.375000 Penalty: 2980.702148
	Iteration 72Q: 3 clusters Score -1123241 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8205 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -1123247.500000 Penalty: 2980.702148
	Iteration 73Q: 3 clusters Score -1123248 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8224 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -1123254.000000 Penalty: 2980.702148
	Iteration 74Q: 3 clusters Score -1123254 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8241 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -1123259.000000 Penalty: 2980.702148
	Iteration 75Q: 3 clusters Score -1123259 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8252 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -1123261.125000 Penalty: 2980.702148
	Iteration 76Q: 3 clusters Score -1123261 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8258 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -1123261.000000 Penalty: 2980.702148
	Iteration 77Q: 3 clusters Score -1123261 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8261 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -1123262.750000 Penalty: 2980.702148
	Iteration 78Q: 3 clusters Score -1123263 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8264 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -1123262.750000 Penalty: 2980.702148
	Iteration 79Q: 3 clusters Score -1123263 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8269 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -1123264.125000 Penalty: 2980.702148
	Iteration 80F: 3 clusters Score -1123264 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8274 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -1123264.875000 Penalty: 2980.702148
	Iteration 81Q: 3 clusters Score -1123265 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8280 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -1123264.375000 Penalty: 2980.702148
	Iteration 82Q: 3 clusters Score -1123264 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8284 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -1123267.250000 Penalty: 2980.702148
	Iteration 83Q: 3 clusters Score -1123267 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8286 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -1123268.375000 Penalty: 2980.702148
	Iteration 84Q: 3 clusters Score -1123268 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8286 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -1123268.375000 Penalty: 2980.702148
	Iteration 85F: 3 clusters Score -1123268 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (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: -834175.625000 Penalty: 1442.914307
	Iteration 0F: 2 clusters Score -834175.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -828903.375000 Penalty: 2885.828613
	Iteration 0F: 3 clusters Score -828903.4 nChanged 2983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -830554.375000 Penalty: 2885.828613
	Iteration 1F: 3 clusters Score -830554.4 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -830884.500000 Penalty: 2885.828613
	Iteration 2F: 3 clusters Score -830884.5 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -831166.062500 Penalty: 2885.828613
	Iteration 3F: 3 clusters Score -831166.1 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -831415.750000 Penalty: 2885.828613
	Iteration 4F: 3 clusters Score -831415.8 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -831633.812500 Penalty: 2885.828613
	Iteration 5Q: 3 clusters Score -831633.8 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -831816.437500 Penalty: 2885.828613
	Iteration 6Q: 3 clusters Score -831816.4 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -831963.875000 Penalty: 2885.828613
	Iteration 7Q: 3 clusters Score -831963.9 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -832086.937500 Penalty: 2885.828613
	Iteration 8Q: 3 clusters Score -832086.9 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -832193.187500 Penalty: 2885.828613
	Iteration 9Q: 3 clusters Score -832193.2 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -832303.750000 Penalty: 2885.828613
	Iteration 10Q: 3 clusters Score -832303.8 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -832391.812500 Penalty: 2885.828613
	Iteration 11Q: 3 clusters Score -832391.8 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -832452.875000 Penalty: 2885.828613
	Iteration 12Q: 3 clusters Score -832452.9 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -832502.125000 Penalty: 2885.828613
	Iteration 13Q: 3 clusters Score -832502.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -832547.437500 Penalty: 2885.828613
	Iteration 14Q: 3 clusters Score -832547.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4755 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -832575.062500 Penalty: 2885.828613
	Iteration 15Q: 3 clusters Score -832575.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -832592.937500 Penalty: 2885.828613
	Iteration 16Q: 3 clusters Score -832592.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -832607.312500 Penalty: 2885.828613
	Iteration 17Q: 3 clusters Score -832607.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -832616.562500 Penalty: 2885.828613
	Iteration 18Q: 3 clusters Score -832616.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -832621.000000 Penalty: 2885.828613
	Iteration 19Q: 3 clusters Score -832621 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -832627.437500 Penalty: 2885.828613
	Iteration 20F: 3 clusters Score -832627.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -832632.000000 Penalty: 2885.828613
	Iteration 21Q: 3 clusters Score -832632 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -832636.062500 Penalty: 2885.828613
	Iteration 22Q: 3 clusters Score -832636.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -832637.687500 Penalty: 2885.828613
	Iteration 23Q: 3 clusters Score -832637.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -832642.312500 Penalty: 2885.828613
	Iteration 24Q: 3 clusters Score -832642.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -832644.062500 Penalty: 2885.828613
	Iteration 25Q: 3 clusters Score -832644.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -832646.250000 Penalty: 2885.828613
	Iteration 26Q: 3 clusters Score -832646.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -832647.812500 Penalty: 2885.828613
	Iteration 27Q: 3 clusters Score -832647.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -832649.625000 Penalty: 2885.828613
	Iteration 28Q: 3 clusters Score -832649.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -832651.437500 Penalty: 2885.828613
	Iteration 29Q: 3 clusters Score -832651.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -832653.562500 Penalty: 2885.828613
	Iteration 30Q: 3 clusters Score -832653.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -832654.812500 Penalty: 2885.828613
	Iteration 31Q: 3 clusters Score -832654.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -832652.625000 Penalty: 2885.828613
	Iteration 32Q: 3 clusters Score -832652.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4944 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -832653.625000 Penalty: 2885.828613
	Iteration 33Q: 3 clusters Score -832653.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -832655.937500 Penalty: 2885.828613
	Iteration 34Q: 3 clusters Score -832655.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4946 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -832654.812500 Penalty: 2885.828613
	Iteration 35Q: 3 clusters Score -832654.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4944 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -832657.125000 Penalty: 2885.828613
	Iteration 36Q: 3 clusters Score -832657.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4944 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -832657.125000 Penalty: 2885.828613
	Iteration 37F: 3 clusters Score -832657.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (27494 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27494 members 
Entering Unmasked Estep 
Score: -3470687.750000 Penalty: 1661.030029
	Iteration 0F: 2 clusters Score -3470688 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13849 members 
Mstep: Class 2 contains 13645 members 
Entering Unmasked Estep 
Score: -3452161.250000 Penalty: 3322.060059
	Iteration 0F: 3 clusters Score -3452161 nChanged 12606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14689 members 
Mstep: Class 2 contains 12805 members 
Entering Unmasked Estep 
Score: -3459310.750000 Penalty: 3322.060059
	Iteration 1F: 3 clusters Score -3459311 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15261 members 
Mstep: Class 2 contains 12233 members 
Entering Unmasked Estep 
Score: -3459883.500000 Penalty: 3322.060059
	Iteration 2F: 3 clusters Score -3459884 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16075 members 
Mstep: Class 2 contains 11419 members 
Entering Unmasked Estep 
Score: -3460571.750000 Penalty: 3322.060059
	Iteration 3F: 3 clusters Score -3460572 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17234 members 
Mstep: Class 2 contains 10260 members 
Entering Unmasked Estep 
Score: -3461523.500000 Penalty: 3322.060059
	Iteration 4F: 3 clusters Score -3461524 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18694 members 
Mstep: Class 2 contains 8800 members 
Entering Unmasked Estep 
Score: -3462656.750000 Penalty: 3322.060059
	Iteration 5F: 3 clusters Score -3462657 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20374 members 
Mstep: Class 2 contains 7120 members 
Entering Unmasked Estep 
Score: -3464068.750000 Penalty: 3322.060059
	Iteration 6F: 3 clusters Score -3464069 nChanged 1917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22173 members 
Mstep: Class 2 contains 5321 members 
Entering Unmasked Estep 
Score: -3465676.000000 Penalty: 3322.060059
	Iteration 7F: 3 clusters Score -3465676 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23744 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -3467109.750000 Penalty: 3322.060059
	Iteration 8F: 3 clusters Score -3467110 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24928 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -3468120.250000 Penalty: 3322.060059
	Iteration 9Q: 3 clusters Score -3468120 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25709 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -3468791.250000 Penalty: 3322.060059
	Iteration 10Q: 3 clusters Score -3468791 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26207 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -3469217.250000 Penalty: 3322.060059
	Iteration 11Q: 3 clusters Score -3469217 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26471 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -3469493.000000 Penalty: 3322.060059
	Iteration 12Q: 3 clusters Score -3469493 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26614 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -3469707.750000 Penalty: 3322.060059
	Iteration 13Q: 3 clusters Score -3469708 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26695 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -3469855.250000 Penalty: 3322.060059
	Iteration 14Q: 3 clusters Score -3469855 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26752 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -3469947.250000 Penalty: 3322.060059
	Iteration 15Q: 3 clusters Score -3469947 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26772 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -3469997.250000 Penalty: 3322.060059
	Iteration 16Q: 3 clusters Score -3469997 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26789 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -3470019.750000 Penalty: 3322.060059
	Iteration 17Q: 3 clusters Score -3470020 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26806 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -3470036.750000 Penalty: 3322.060059
	Iteration 18Q: 3 clusters Score -3470037 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26817 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -3470050.750000 Penalty: 3322.060059
	Iteration 19Q: 3 clusters Score -3470051 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26828 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -3470057.750000 Penalty: 3322.060059
	Iteration 20F: 3 clusters Score -3470058 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26836 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -3470068.750000 Penalty: 3322.060059
	Iteration 21Q: 3 clusters Score -3470069 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26841 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -3470070.000000 Penalty: 3322.060059
	Iteration 22Q: 3 clusters Score -3470070 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26843 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -3470072.500000 Penalty: 3322.060059
	Iteration 23Q: 3 clusters Score -3470072 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26844 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -3470076.500000 Penalty: 3322.060059
	Iteration 24Q: 3 clusters Score -3470076 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26843 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -3470082.500000 Penalty: 3322.060059
	Iteration 25Q: 3 clusters Score -3470082 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26845 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -3470082.500000 Penalty: 3322.060059
	Iteration 26Q: 3 clusters Score -3470082 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26847 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -3470087.000000 Penalty: 3322.060059
	Iteration 27Q: 3 clusters Score -3470087 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26847 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -3470087.750000 Penalty: 3322.060059
	Iteration 28Q: 3 clusters Score -3470088 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26846 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -3470085.750000 Penalty: 3322.060059
	Iteration 29Q: 3 clusters Score -3470086 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26843 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -3470087.750000 Penalty: 3322.060059
	Iteration 30Q: 3 clusters Score -3470088 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26838 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -3470092.500000 Penalty: 3322.060059
	Iteration 31Q: 3 clusters Score -3470092 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26834 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -3470101.000000 Penalty: 3322.060059
	Iteration 32Q: 3 clusters Score -3470101 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26825 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -3470116.750000 Penalty: 3322.060059
	Iteration 33Q: 3 clusters Score -3470117 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26812 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -3470135.000000 Penalty: 3322.060059
	Iteration 34Q: 3 clusters Score -3470135 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26807 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -3470158.000000 Penalty: 3322.060059
	Iteration 35Q: 3 clusters Score -3470158 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26806 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -3470176.500000 Penalty: 3322.060059
	Iteration 36Q: 3 clusters Score -3470176 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26811 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -3470180.750000 Penalty: 3322.060059
	Iteration 37Q: 3 clusters Score -3470181 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26815 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -3470192.000000 Penalty: 3322.060059
	Iteration 38Q: 3 clusters Score -3470192 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26817 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -3470190.500000 Penalty: 3322.060059
	Iteration 39Q: 3 clusters Score -3470190 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26824 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -3470236.500000 Penalty: 3322.060059
	Iteration 40F: 3 clusters Score -3470236 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26814 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -3470303.750000 Penalty: 3322.060059
	Iteration 41Q: 3 clusters Score -3470304 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26822 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -3470363.000000 Penalty: 3322.060059
	Iteration 42Q: 3 clusters Score -3470363 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26827 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -3470390.250000 Penalty: 3322.060059
	Iteration 43Q: 3 clusters Score -3470390 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26833 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -3470411.000000 Penalty: 3322.060059
	Iteration 44Q: 3 clusters Score -3470411 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26836 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -3470423.250000 Penalty: 3322.060059
	Iteration 45Q: 3 clusters Score -3470423 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26840 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -3470433.500000 Penalty: 3322.060059
	Iteration 46Q: 3 clusters Score -3470434 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26853 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -3470443.750000 Penalty: 3322.060059
	Iteration 47Q: 3 clusters Score -3470444 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26857 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -3470449.500000 Penalty: 3322.060059
	Iteration 48Q: 3 clusters Score -3470450 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26861 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -3470453.500000 Penalty: 3322.060059
	Iteration 49Q: 3 clusters Score -3470454 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26863 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -3470452.000000 Penalty: 3322.060059
	Iteration 50Q: 3 clusters Score -3470452 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26864 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -3470453.750000 Penalty: 3322.060059
	Iteration 51Q: 3 clusters Score -3470454 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26866 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -3470455.000000 Penalty: 3322.060059
	Iteration 52Q: 3 clusters Score -3470455 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26866 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -3470456.750000 Penalty: 3322.060059
	Iteration 53Q: 3 clusters Score -3470457 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26868 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -3470456.250000 Penalty: 3322.060059
	Iteration 54Q: 3 clusters Score -3470456 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26869 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -3470459.500000 Penalty: 3322.060059
	Iteration 55Q: 3 clusters Score -3470460 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26870 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -3470462.000000 Penalty: 3322.060059
	Iteration 56Q: 3 clusters Score -3470462 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26872 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -3470463.250000 Penalty: 3322.060059
	Iteration 57Q: 3 clusters Score -3470463 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26872 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -3470466.500000 Penalty: 3322.060059
	Iteration 58Q: 3 clusters Score -3470466 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26872 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -3470462.000000 Penalty: 3322.060059
	Iteration 59Q: 3 clusters Score -3470462 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26872 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -3470463.500000 Penalty: 3322.060059
	Iteration 60F: 3 clusters Score -3470464 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26869 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -3470463.750000 Penalty: 3322.060059
	Iteration 61Q: 3 clusters Score -3470464 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26868 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -3470467.500000 Penalty: 3322.060059
	Iteration 62Q: 3 clusters Score -3470468 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26867 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -3470470.000000 Penalty: 3322.060059
	Iteration 63Q: 3 clusters Score -3470470 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26866 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -3470468.250000 Penalty: 3322.060059
	Iteration 64Q: 3 clusters Score -3470468 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26865 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -3470469.500000 Penalty: 3322.060059
	Iteration 65Q: 3 clusters Score -3470470 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26865 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -3470469.500000 Penalty: 3322.060059
	Iteration 66F: 3 clusters Score -3470470 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (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: -560044.125000 Penalty: 1359.799561
	Iteration 0F: 2 clusters Score -560044.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -556473.687500 Penalty: 2719.599121
	Iteration 0F: 3 clusters Score -556473.7 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -557526.812500 Penalty: 2719.599121
	Iteration 1F: 3 clusters Score -557526.8 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -557721.250000 Penalty: 2719.599121
	Iteration 2F: 3 clusters Score -557721.2 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -557847.125000 Penalty: 2719.599121
	Iteration 3F: 3 clusters Score -557847.1 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -557931.187500 Penalty: 2719.599121
	Iteration 4Q: 3 clusters Score -557931.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -558018.500000 Penalty: 2719.599121
	Iteration 5Q: 3 clusters Score -558018.5 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -558101.000000 Penalty: 2719.599121
	Iteration 6Q: 3 clusters Score -558101 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -558172.687500 Penalty: 2719.599121
	Iteration 7Q: 3 clusters Score -558172.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -558245.687500 Penalty: 2719.599121
	Iteration 8Q: 3 clusters Score -558245.7 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -558331.187500 Penalty: 2719.599121
	Iteration 9Q: 3 clusters Score -558331.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -558422.500000 Penalty: 2719.599121
	Iteration 10Q: 3 clusters Score -558422.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -558477.437500 Penalty: 2719.599121
	Iteration 11Q: 3 clusters Score -558477.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -558530.250000 Penalty: 2719.599121
	Iteration 12Q: 3 clusters Score -558530.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -558580.312500 Penalty: 2719.599121
	Iteration 13Q: 3 clusters Score -558580.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -558628.000000 Penalty: 2719.599121
	Iteration 14Q: 3 clusters Score -558628 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -558665.187500 Penalty: 2719.599121
	Iteration 15Q: 3 clusters Score -558665.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -558709.312500 Penalty: 2719.599121
	Iteration 16Q: 3 clusters Score -558709.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -558745.250000 Penalty: 2719.599121
	Iteration 17Q: 3 clusters Score -558745.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -558777.750000 Penalty: 2719.599121
	Iteration 18Q: 3 clusters Score -558777.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -558807.062500 Penalty: 2719.599121
	Iteration 19Q: 3 clusters Score -558807.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -558822.750000 Penalty: 2719.599121
	Iteration 20F: 3 clusters Score -558822.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -558830.562500 Penalty: 2719.599121
	Iteration 21Q: 3 clusters Score -558830.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -558841.937500 Penalty: 2719.599121
	Iteration 22Q: 3 clusters Score -558841.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -558849.625000 Penalty: 2719.599121
	Iteration 23Q: 3 clusters Score -558849.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -558865.437500 Penalty: 2719.599121
	Iteration 24Q: 3 clusters Score -558865.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -558880.187500 Penalty: 2719.599121
	Iteration 25Q: 3 clusters Score -558880.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -558891.250000 Penalty: 2719.599121
	Iteration 26Q: 3 clusters Score -558891.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -558897.625000 Penalty: 2719.599121
	Iteration 27Q: 3 clusters Score -558897.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -558901.625000 Penalty: 2719.599121
	Iteration 28Q: 3 clusters Score -558901.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -558902.812500 Penalty: 2719.599121
	Iteration 29Q: 3 clusters Score -558902.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -558903.937500 Penalty: 2719.599121
	Iteration 30Q: 3 clusters Score -558903.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -558905.250000 Penalty: 2719.599121
	Iteration 31Q: 3 clusters Score -558905.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -558905.000000 Penalty: 2719.599121
	Iteration 32Q: 3 clusters Score -558905 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -558905.625000 Penalty: 2719.599121
	Iteration 33Q: 3 clusters Score -558905.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -558906.250000 Penalty: 2719.599121
	Iteration 34Q: 3 clusters Score -558906.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -558906.250000 Penalty: 2719.599121
	Iteration 35F: 3 clusters Score -558906.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (21746 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21746 members 
Entering Unmasked Estep 
Score: -2761708.500000 Penalty: 1622.917603
	Iteration 0F: 2 clusters Score -2761708 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10953 members 
Mstep: Class 2 contains 10793 members 
Entering Unmasked Estep 
Score: -2747062.500000 Penalty: 3245.835205
	Iteration 0F: 3 clusters Score -2747062 nChanged 9814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11635 members 
Mstep: Class 2 contains 10111 members 
Entering Unmasked Estep 
Score: -2752594.250000 Penalty: 3245.835205
	Iteration 1F: 3 clusters Score -2752594 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12007 members 
Mstep: Class 2 contains 9739 members 
Entering Unmasked Estep 
Score: -2752890.000000 Penalty: 3245.835205
	Iteration 2Q: 3 clusters Score -2752890 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12568 members 
Mstep: Class 2 contains 9178 members 
Entering Unmasked Estep 
Score: -2753184.750000 Penalty: 3245.835205
	Iteration 3Q: 3 clusters Score -2753185 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13331 members 
Mstep: Class 2 contains 8415 members 
Entering Unmasked Estep 
Score: -2753553.000000 Penalty: 3245.835205
	Iteration 4Q: 3 clusters Score -2753553 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14303 members 
Mstep: Class 2 contains 7443 members 
Entering Unmasked Estep 
Score: -2754100.250000 Penalty: 3245.835205
	Iteration 5Q: 3 clusters Score -2754100 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15588 members 
Mstep: Class 2 contains 6158 members 
Entering Unmasked Estep 
Score: -2754930.000000 Penalty: 3245.835205
	Iteration 6F: 3 clusters Score -2754930 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17068 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -2756063.000000 Penalty: 3245.835205
	Iteration 7F: 3 clusters Score -2756063 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18560 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -2757352.000000 Penalty: 3245.835205
	Iteration 8F: 3 clusters Score -2757352 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19846 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -2758534.000000 Penalty: 3245.835205
	Iteration 9F: 3 clusters Score -2758534 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20685 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -2759320.500000 Penalty: 3245.835205
	Iteration 10Q: 3 clusters Score -2759320 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21169 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -2759779.000000 Penalty: 3245.835205
	Iteration 11Q: 3 clusters Score -2759779 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21380 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -2759979.750000 Penalty: 3245.835205
	Iteration 12Q: 3 clusters Score -2759980 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21480 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -2760080.500000 Penalty: 3245.835205
	Iteration 13Q: 3 clusters Score -2760080 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21531 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -2760142.750000 Penalty: 3245.835205
	Iteration 14Q: 3 clusters Score -2760143 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21556 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -2760194.000000 Penalty: 3245.835205
	Iteration 15Q: 3 clusters Score -2760194 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21573 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -2760228.750000 Penalty: 3245.835205
	Iteration 16Q: 3 clusters Score -2760229 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21583 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -2760251.000000 Penalty: 3245.835205
	Iteration 17Q: 3 clusters Score -2760251 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21587 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -2760267.500000 Penalty: 3245.835205
	Iteration 18Q: 3 clusters Score -2760268 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21591 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -2760275.000000 Penalty: 3245.835205
	Iteration 19Q: 3 clusters Score -2760275 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21594 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -2760286.500000 Penalty: 3245.835205
	Iteration 20F: 3 clusters Score -2760286 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21596 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -2760289.250000 Penalty: 3245.835205
	Iteration 21Q: 3 clusters Score -2760289 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21595 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -2760292.000000 Penalty: 3245.835205
	Iteration 22Q: 3 clusters Score -2760292 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21595 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -2760292.000000 Penalty: 3245.835205
	Iteration 23F: 3 clusters Score -2760292 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (9390 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9390 members 
Entering Unmasked Estep 
Score: -1186034.500000 Penalty: 1486.452637
	Iteration 0F: 2 clusters Score -1186034 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -1179290.125000 Penalty: 2972.905273
	Iteration 0F: 3 clusters Score -1179290 nChanged 4043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 5161 members 
Entering Unmasked Estep 
Score: -1181535.000000 Penalty: 2972.905273
	Iteration 1F: 3 clusters Score -1181535 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 5399 members 
Entering Unmasked Estep 
Score: -1181847.875000 Penalty: 2972.905273
	Iteration 2F: 3 clusters Score -1181848 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 5686 members 
Entering Unmasked Estep 
Score: -1182152.125000 Penalty: 2972.905273
	Iteration 3F: 3 clusters Score -1182152 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 6043 members 
Entering Unmasked Estep 
Score: -1182502.500000 Penalty: 2972.905273
	Iteration 4F: 3 clusters Score -1182502 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 6460 members 
Entering Unmasked Estep 
Score: -1182887.375000 Penalty: 2972.905273
	Iteration 5F: 3 clusters Score -1182887 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 6877 members 
Entering Unmasked Estep 
Score: -1183223.125000 Penalty: 2972.905273
	Iteration 6F: 3 clusters Score -1183223 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 7266 members 
Entering Unmasked Estep 
Score: -1183557.125000 Penalty: 2972.905273
	Iteration 7Q: 3 clusters Score -1183557 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 7636 members 
Entering Unmasked Estep 
Score: -1183881.125000 Penalty: 2972.905273
	Iteration 8Q: 3 clusters Score -1183881 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 7939 members 
Entering Unmasked Estep 
Score: -1184163.875000 Penalty: 2972.905273
	Iteration 9Q: 3 clusters Score -1184164 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 8149 members 
Entering Unmasked Estep 
Score: -1184378.000000 Penalty: 2972.905273
	Iteration 10Q: 3 clusters Score -1184378 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 8303 members 
Entering Unmasked Estep 
Score: -1184539.375000 Penalty: 2972.905273
	Iteration 11Q: 3 clusters Score -1184539 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 8394 members 
Entering Unmasked Estep 
Score: -1184663.375000 Penalty: 2972.905273
	Iteration 12Q: 3 clusters Score -1184663 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 8477 members 
Entering Unmasked Estep 
Score: -1184769.000000 Penalty: 2972.905273
	Iteration 13Q: 3 clusters Score -1184769 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 8529 members 
Entering Unmasked Estep 
Score: -1184831.250000 Penalty: 2972.905273
	Iteration 14Q: 3 clusters Score -1184831 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 8572 members 
Entering Unmasked Estep 
Score: -1184890.750000 Penalty: 2972.905273
	Iteration 15Q: 3 clusters Score -1184891 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 8598 members 
Entering Unmasked Estep 
Score: -1184920.250000 Penalty: 2972.905273
	Iteration 16Q: 3 clusters Score -1184920 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 8620 members 
Entering Unmasked Estep 
Score: -1184941.125000 Penalty: 2972.905273
	Iteration 17Q: 3 clusters Score -1184941 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 8633 members 
Entering Unmasked Estep 
Score: -1184951.500000 Penalty: 2972.905273
	Iteration 18Q: 3 clusters Score -1184952 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 8640 members 
Entering Unmasked Estep 
Score: -1184957.250000 Penalty: 2972.905273
	Iteration 19Q: 3 clusters Score -1184957 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 8648 members 
Entering Unmasked Estep 
Score: -1184963.250000 Penalty: 2972.905273
	Iteration 20F: 3 clusters Score -1184963 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 8652 members 
Entering Unmasked Estep 
Score: -1184966.875000 Penalty: 2972.905273
	Iteration 21Q: 3 clusters Score -1184967 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 8651 members 
Entering Unmasked Estep 
Score: -1184968.500000 Penalty: 2972.905273
	Iteration 22Q: 3 clusters Score -1184968 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 8653 members 
Entering Unmasked Estep 
Score: -1184971.000000 Penalty: 2972.905273
	Iteration 23Q: 3 clusters Score -1184971 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 8654 members 
Entering Unmasked Estep 
Score: -1184973.250000 Penalty: 2972.905273
	Iteration 24Q: 3 clusters Score -1184973 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 8653 members 
Entering Unmasked Estep 
Score: -1184973.375000 Penalty: 2972.905273
	Iteration 25Q: 3 clusters Score -1184973 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 8654 members 
Entering Unmasked Estep 
Score: -1184973.750000 Penalty: 2972.905273
	Iteration 26Q: 3 clusters Score -1184974 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 8655 members 
Entering Unmasked Estep 
Score: -1184974.000000 Penalty: 2972.905273
	Iteration 27Q: 3 clusters Score -1184974 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 8657 members 
Entering Unmasked Estep 
Score: -1184974.500000 Penalty: 2972.905273
	Iteration 28Q: 3 clusters Score -1184974 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 8657 members 
Entering Unmasked Estep 
Score: -1184974.500000 Penalty: 2972.905273
	Iteration 29F: 3 clusters Score -1184974 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (1769 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Entering Unmasked Estep 
Score: -220421.406250 Penalty: 1215.202637
	Iteration 0F: 2 clusters Score -220421.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -218471.500000 Penalty: 2430.405273
	Iteration 0F: 3 clusters Score -218471.5 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -218814.343750 Penalty: 2430.405273
	Iteration 1F: 3 clusters Score -218814.3 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -218909.515625 Penalty: 2430.405273
	Iteration 2F: 3 clusters Score -218909.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -218974.640625 Penalty: 2430.405273
	Iteration 3F: 3 clusters Score -218974.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -219027.687500 Penalty: 2430.405273
	Iteration 4Q: 3 clusters Score -219027.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -219069.828125 Penalty: 2430.405273
	Iteration 5Q: 3 clusters Score -219069.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -219109.906250 Penalty: 2430.405273
	Iteration 6Q: 3 clusters Score -219109.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -219143.031250 Penalty: 2430.405273
	Iteration 7Q: 3 clusters Score -219143 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -219164.531250 Penalty: 2430.405273
	Iteration 8Q: 3 clusters Score -219164.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -219184.015625 Penalty: 2430.405273
	Iteration 9Q: 3 clusters Score -219184 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -219203.734375 Penalty: 2430.405273
	Iteration 10Q: 3 clusters Score -219203.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -219225.531250 Penalty: 2430.405273
	Iteration 11Q: 3 clusters Score -219225.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -219247.343750 Penalty: 2430.405273
	Iteration 12Q: 3 clusters Score -219247.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -219264.296875 Penalty: 2430.405273
	Iteration 13Q: 3 clusters Score -219264.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -219278.687500 Penalty: 2430.405273
	Iteration 14Q: 3 clusters Score -219278.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -219295.125000 Penalty: 2430.405273
	Iteration 15Q: 3 clusters Score -219295.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -219311.625000 Penalty: 2430.405273
	Iteration 16Q: 3 clusters Score -219311.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -219328.765625 Penalty: 2430.405273
	Iteration 17Q: 3 clusters Score -219328.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -219344.031250 Penalty: 2430.405273
	Iteration 18Q: 3 clusters Score -219344 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -219357.812500 Penalty: 2430.405273
	Iteration 19Q: 3 clusters Score -219357.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -219374.671875 Penalty: 2430.405273
	Iteration 20F: 3 clusters Score -219374.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -219387.781250 Penalty: 2430.405273
	Iteration 21Q: 3 clusters Score -219387.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -219395.125000 Penalty: 2430.405273
	Iteration 22Q: 3 clusters Score -219395.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -219397.109375 Penalty: 2430.405273
	Iteration 23Q: 3 clusters Score -219397.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -219399.750000 Penalty: 2430.405273
	Iteration 24Q: 3 clusters Score -219399.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -219402.031250 Penalty: 2430.405273
	Iteration 25Q: 3 clusters Score -219402 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -219403.953125 Penalty: 2430.405273
	Iteration 26Q: 3 clusters Score -219404 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -219406.734375 Penalty: 2430.405273
	Iteration 27Q: 3 clusters Score -219406.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -219408.718750 Penalty: 2430.405273
	Iteration 28Q: 3 clusters Score -219408.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -219409.937500 Penalty: 2430.405273
	Iteration 29Q: 3 clusters Score -219409.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -219409.937500 Penalty: 2430.405273
	Iteration 30F: 3 clusters Score -219409.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (21163 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21163 members 
Entering Unmasked Estep 
Score: -2726938.250000 Penalty: 1618.501587
	Iteration 0F: 2 clusters Score -2726938 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10651 members 
Mstep: Class 2 contains 10512 members 
Entering Unmasked Estep 
Score: -2712461.250000 Penalty: 3237.003174
	Iteration 0F: 3 clusters Score -2712461 nChanged 9643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10962 members 
Mstep: Class 2 contains 10201 members 
Entering Unmasked Estep 
Score: -2717945.000000 Penalty: 3237.003174
	Iteration 1F: 3 clusters Score -2717945 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11201 members 
Mstep: Class 2 contains 9962 members 
Entering Unmasked Estep 
Score: -2718425.000000 Penalty: 3237.003174
	Iteration 2F: 3 clusters Score -2718425 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11569 members 
Mstep: Class 2 contains 9594 members 
Entering Unmasked Estep 
Score: -2718873.750000 Penalty: 3237.003174
	Iteration 3F: 3 clusters Score -2718874 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12033 members 
Mstep: Class 2 contains 9130 members 
Entering Unmasked Estep 
Score: -2719366.250000 Penalty: 3237.003174
	Iteration 4Q: 3 clusters Score -2719366 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12596 members 
Mstep: Class 2 contains 8567 members 
Entering Unmasked Estep 
Score: -2719897.250000 Penalty: 3237.003174
	Iteration 5Q: 3 clusters Score -2719897 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13316 members 
Mstep: Class 2 contains 7847 members 
Entering Unmasked Estep 
Score: -2720666.250000 Penalty: 3237.003174
	Iteration 6F: 3 clusters Score -2720666 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14113 members 
Mstep: Class 2 contains 7050 members 
Entering Unmasked Estep 
Score: -2721715.250000 Penalty: 3237.003174
	Iteration 7F: 3 clusters Score -2721715 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14862 members 
Mstep: Class 2 contains 6301 members 
Entering Unmasked Estep 
Score: -2722889.500000 Penalty: 3237.003174
	Iteration 8F: 3 clusters Score -2722890 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15372 members 
Mstep: Class 2 contains 5791 members 
Entering Unmasked Estep 
Score: -2723851.750000 Penalty: 3237.003174
	Iteration 9F: 3 clusters Score -2723852 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15657 members 
Mstep: Class 2 contains 5506 members 
Entering Unmasked Estep 
Score: -2724450.250000 Penalty: 3237.003174
	Iteration 10Q: 3 clusters Score -2724450 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15831 members 
Mstep: Class 2 contains 5332 members 
Entering Unmasked Estep 
Score: -2724865.250000 Penalty: 3237.003174
	Iteration 11Q: 3 clusters Score -2724865 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15916 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -2725105.250000 Penalty: 3237.003174
	Iteration 12Q: 3 clusters Score -2725105 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15925 members 
Mstep: Class 2 contains 5238 members 
Entering Unmasked Estep 
Score: -2725244.500000 Penalty: 3237.003174
	Iteration 13Q: 3 clusters Score -2725244 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15906 members 
Mstep: Class 2 contains 5257 members 
Entering Unmasked Estep 
Score: -2725315.500000 Penalty: 3237.003174
	Iteration 14Q: 3 clusters Score -2725316 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15853 members 
Mstep: Class 2 contains 5310 members 
Entering Unmasked Estep 
Score: -2725390.750000 Penalty: 3237.003174
	Iteration 15Q: 3 clusters Score -2725391 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15769 members 
Mstep: Class 2 contains 5394 members 
Entering Unmasked Estep 
Score: -2725450.750000 Penalty: 3237.003174
	Iteration 16Q: 3 clusters Score -2725451 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15670 members 
Mstep: Class 2 contains 5493 members 
Entering Unmasked Estep 
Score: -2725505.250000 Penalty: 3237.003174
	Iteration 17Q: 3 clusters Score -2725505 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15564 members 
Mstep: Class 2 contains 5599 members 
Entering Unmasked Estep 
Score: -2725545.250000 Penalty: 3237.003174
	Iteration 18Q: 3 clusters Score -2725545 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15468 members 
Mstep: Class 2 contains 5695 members 
Entering Unmasked Estep 
Score: -2725576.750000 Penalty: 3237.003174
	Iteration 19Q: 3 clusters Score -2725577 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15352 members 
Mstep: Class 2 contains 5811 members 
Entering Unmasked Estep 
Score: -2725603.500000 Penalty: 3237.003174
	Iteration 20F: 3 clusters Score -2725604 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15255 members 
Mstep: Class 2 contains 5908 members 
Entering Unmasked Estep 
Score: -2725627.500000 Penalty: 3237.003174
	Iteration 21Q: 3 clusters Score -2725628 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15159 members 
Mstep: Class 2 contains 6004 members 
Entering Unmasked Estep 
Score: -2725647.250000 Penalty: 3237.003174
	Iteration 22Q: 3 clusters Score -2725647 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15069 members 
Mstep: Class 2 contains 6094 members 
Entering Unmasked Estep 
Score: -2725667.000000 Penalty: 3237.003174
	Iteration 23Q: 3 clusters Score -2725667 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14972 members 
Mstep: Class 2 contains 6191 members 
Entering Unmasked Estep 
Score: -2725690.250000 Penalty: 3237.003174
	Iteration 24Q: 3 clusters Score -2725690 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14892 members 
Mstep: Class 2 contains 6271 members 
Entering Unmasked Estep 
Score: -2725707.250000 Penalty: 3237.003174
	Iteration 25Q: 3 clusters Score -2725707 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14789 members 
Mstep: Class 2 contains 6374 members 
Entering Unmasked Estep 
Score: -2725733.500000 Penalty: 3237.003174
	Iteration 26Q: 3 clusters Score -2725734 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14686 members 
Mstep: Class 2 contains 6477 members 
Entering Unmasked Estep 
Score: -2725763.250000 Penalty: 3237.003174
	Iteration 27Q: 3 clusters Score -2725763 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14578 members 
Mstep: Class 2 contains 6585 members 
Entering Unmasked Estep 
Score: -2725774.500000 Penalty: 3237.003174
	Iteration 28Q: 3 clusters Score -2725774 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14480 members 
Mstep: Class 2 contains 6683 members 
Entering Unmasked Estep 
Score: -2725798.500000 Penalty: 3237.003174
	Iteration 29Q: 3 clusters Score -2725798 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14386 members 
Mstep: Class 2 contains 6777 members 
Entering Unmasked Estep 
Score: -2725828.750000 Penalty: 3237.003174
	Iteration 30Q: 3 clusters Score -2725829 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14297 members 
Mstep: Class 2 contains 6866 members 
Entering Unmasked Estep 
Score: -2725845.000000 Penalty: 3237.003174
	Iteration 31Q: 3 clusters Score -2725845 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14209 members 
Mstep: Class 2 contains 6954 members 
Entering Unmasked Estep 
Score: -2725868.500000 Penalty: 3237.003174
	Iteration 32Q: 3 clusters Score -2725868 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14120 members 
Mstep: Class 2 contains 7043 members 
Entering Unmasked Estep 
Score: -2725879.750000 Penalty: 3237.003174
	Iteration 33Q: 3 clusters Score -2725880 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14022 members 
Mstep: Class 2 contains 7141 members 
Entering Unmasked Estep 
Score: -2725895.000000 Penalty: 3237.003174
	Iteration 34Q: 3 clusters Score -2725895 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13940 members 
Mstep: Class 2 contains 7223 members 
Entering Unmasked Estep 
Score: -2725904.000000 Penalty: 3237.003174
	Iteration 35Q: 3 clusters Score -2725904 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13858 members 
Mstep: Class 2 contains 7305 members 
Entering Unmasked Estep 
Score: -2725926.500000 Penalty: 3237.003174
	Iteration 36Q: 3 clusters Score -2725926 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13760 members 
Mstep: Class 2 contains 7403 members 
Entering Unmasked Estep 
Score: -2725939.750000 Penalty: 3237.003174
	Iteration 37Q: 3 clusters Score -2725940 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13673 members 
Mstep: Class 2 contains 7490 members 
Entering Unmasked Estep 
Score: -2725956.250000 Penalty: 3237.003174
	Iteration 38Q: 3 clusters Score -2725956 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13589 members 
Mstep: Class 2 contains 7574 members 
Entering Unmasked Estep 
Score: -2725965.500000 Penalty: 3237.003174
	Iteration 39Q: 3 clusters Score -2725966 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13523 members 
Mstep: Class 2 contains 7640 members 
Entering Unmasked Estep 
Score: -2725977.000000 Penalty: 3237.003174
	Iteration 40F: 3 clusters Score -2725977 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13465 members 
Mstep: Class 2 contains 7698 members 
Entering Unmasked Estep 
Score: -2725981.250000 Penalty: 3237.003174
	Iteration 41Q: 3 clusters Score -2725981 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13419 members 
Mstep: Class 2 contains 7744 members 
Entering Unmasked Estep 
Score: -2725979.000000 Penalty: 3237.003174
	Iteration 42Q: 3 clusters Score -2725979 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13384 members 
Mstep: Class 2 contains 7779 members 
Entering Unmasked Estep 
Score: -2725986.500000 Penalty: 3237.003174
	Iteration 43Q: 3 clusters Score -2725986 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13354 members 
Mstep: Class 2 contains 7809 members 
Entering Unmasked Estep 
Score: -2725988.250000 Penalty: 3237.003174
	Iteration 44Q: 3 clusters Score -2725988 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13337 members 
Mstep: Class 2 contains 7826 members 
Entering Unmasked Estep 
Score: -2725988.250000 Penalty: 3237.003174
	Iteration 45Q: 3 clusters Score -2725988 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13325 members 
Mstep: Class 2 contains 7838 members 
Entering Unmasked Estep 
Score: -2725989.000000 Penalty: 3237.003174
	Iteration 46Q: 3 clusters Score -2725989 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13316 members 
Mstep: Class 2 contains 7847 members 
Entering Unmasked Estep 
Score: -2725987.750000 Penalty: 3237.003174
	Iteration 47Q: 3 clusters Score -2725988 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13310 members 
Mstep: Class 2 contains 7853 members 
Entering Unmasked Estep 
Score: -2725990.500000 Penalty: 3237.003174
	Iteration 48Q: 3 clusters Score -2725990 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13308 members 
Mstep: Class 2 contains 7855 members 
Entering Unmasked Estep 
Score: -2725990.000000 Penalty: 3237.003174
	Iteration 49Q: 3 clusters Score -2725990 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13307 members 
Mstep: Class 2 contains 7856 members 
Entering Unmasked Estep 
Score: -2725990.750000 Penalty: 3237.003174
	Iteration 50Q: 3 clusters Score -2725991 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13307 members 
Mstep: Class 2 contains 7856 members 
Entering Unmasked Estep 
Score: -2725990.750000 Penalty: 3237.003174
	Iteration 51F: 3 clusters Score -2725991 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (35306 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35306 members 
Entering Unmasked Estep 
Score: -4195351.500000 Penalty: 1701.668823
	Iteration 0F: 2 clusters Score -4195352 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17764 members 
Mstep: Class 2 contains 17542 members 
Entering Unmasked Estep 
Score: -4171699.500000 Penalty: 3403.337646
	Iteration 0F: 3 clusters Score -4171700 nChanged 16258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18576 members 
Mstep: Class 2 contains 16730 members 
Entering Unmasked Estep 
Score: -4181161.250000 Penalty: 3403.337646
	Iteration 1F: 3 clusters Score -4181161 nChanged 1897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19141 members 
Mstep: Class 2 contains 16165 members 
Entering Unmasked Estep 
Score: -4181985.750000 Penalty: 3403.337646
	Iteration 2F: 3 clusters Score -4181986 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19816 members 
Mstep: Class 2 contains 15490 members 
Entering Unmasked Estep 
Score: -4182903.000000 Penalty: 3403.337646
	Iteration 3F: 3 clusters Score -4182903 nChanged 1985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20703 members 
Mstep: Class 2 contains 14603 members 
Entering Unmasked Estep 
Score: -4183913.500000 Penalty: 3403.337646
	Iteration 4F: 3 clusters Score -4183914 nChanged 1968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21785 members 
Mstep: Class 2 contains 13521 members 
Entering Unmasked Estep 
Score: -4184934.750000 Penalty: 3403.337646
	Iteration 5F: 3 clusters Score -4184935 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22994 members 
Mstep: Class 2 contains 12312 members 
Entering Unmasked Estep 
Score: -4185934.500000 Penalty: 3403.337646
	Iteration 6F: 3 clusters Score -4185934 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24348 members 
Mstep: Class 2 contains 10958 members 
Entering Unmasked Estep 
Score: -4187018.000000 Penalty: 3403.337646
	Iteration 7F: 3 clusters Score -4187018 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25795 members 
Mstep: Class 2 contains 9511 members 
Entering Unmasked Estep 
Score: -4188214.250000 Penalty: 3403.337646
	Iteration 8F: 3 clusters Score -4188214 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27223 members 
Mstep: Class 2 contains 8083 members 
Entering Unmasked Estep 
Score: -4189524.250000 Penalty: 3403.337646
	Iteration 9Q: 3 clusters Score -4189524 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28512 members 
Mstep: Class 2 contains 6794 members 
Entering Unmasked Estep 
Score: -4190738.250000 Penalty: 3403.337646
	Iteration 10Q: 3 clusters Score -4190738 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29552 members 
Mstep: Class 2 contains 5754 members 
Entering Unmasked Estep 
Score: -4191622.500000 Penalty: 3403.337646
	Iteration 11Q: 3 clusters Score -4191622 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30400 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -4192369.750000 Penalty: 3403.337646
	Iteration 12Q: 3 clusters Score -4192370 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31085 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -4192843.500000 Penalty: 3403.337646
	Iteration 13Q: 3 clusters Score -4192844 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31638 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -4193208.750000 Penalty: 3403.337646
	Iteration 14Q: 3 clusters Score -4193209 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32096 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -4193504.000000 Penalty: 3403.337646
	Iteration 15Q: 3 clusters Score -4193504 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32436 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -4193700.500000 Penalty: 3403.337646
	Iteration 16Q: 3 clusters Score -4193700 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32720 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -4193860.750000 Penalty: 3403.337646
	Iteration 17Q: 3 clusters Score -4193861 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32944 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -4193976.500000 Penalty: 3403.337646
	Iteration 18Q: 3 clusters Score -4193976 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33112 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -4194043.000000 Penalty: 3403.337646
	Iteration 19Q: 3 clusters Score -4194043 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33262 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -4194092.000000 Penalty: 3403.337646
	Iteration 20F: 3 clusters Score -4194092 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33391 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -4194142.250000 Penalty: 3403.337646
	Iteration 21Q: 3 clusters Score -4194142 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33484 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -4194186.000000 Penalty: 3403.337646
	Iteration 22Q: 3 clusters Score -4194186 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33579 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -4194216.000000 Penalty: 3403.337646
	Iteration 23Q: 3 clusters Score -4194216 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33660 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -4194250.250000 Penalty: 3403.337646
	Iteration 24Q: 3 clusters Score -4194250 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33734 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -4194267.500000 Penalty: 3403.337646
	Iteration 25Q: 3 clusters Score -4194268 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33786 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -4194287.000000 Penalty: 3403.337646
	Iteration 26Q: 3 clusters Score -4194287 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33831 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -4194301.000000 Penalty: 3403.337646
	Iteration 27Q: 3 clusters Score -4194301 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33865 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -4194317.500000 Penalty: 3403.337646
	Iteration 28Q: 3 clusters Score -4194318 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33895 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -4194325.000000 Penalty: 3403.337646
	Iteration 29Q: 3 clusters Score -4194325 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33917 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -4194331.000000 Penalty: 3403.337646
	Iteration 30Q: 3 clusters Score -4194331 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33926 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -4194343.000000 Penalty: 3403.337646
	Iteration 31Q: 3 clusters Score -4194343 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33930 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -4194341.500000 Penalty: 3403.337646
	Iteration 32Q: 3 clusters Score -4194342 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33932 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -4194338.500000 Penalty: 3403.337646
	Iteration 33Q: 3 clusters Score -4194338 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33936 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -4194337.500000 Penalty: 3403.337646
	Iteration 34Q: 3 clusters Score -4194338 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33942 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -4194344.000000 Penalty: 3403.337646
	Iteration 35Q: 3 clusters Score -4194344 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33950 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -4194340.500000 Penalty: 3403.337646
	Iteration 36Q: 3 clusters Score -4194340 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33957 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -4194339.500000 Penalty: 3403.337646
	Iteration 37Q: 3 clusters Score -4194340 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33966 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -4194342.000000 Penalty: 3403.337646
	Iteration 38Q: 3 clusters Score -4194342 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33973 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -4194341.000000 Penalty: 3403.337646
	Iteration 39Q: 3 clusters Score -4194341 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33976 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -4194345.500000 Penalty: 3403.337646
	Iteration 40F: 3 clusters Score -4194346 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33978 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -4194345.000000 Penalty: 3403.337646
	Iteration 41Q: 3 clusters Score -4194345 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33981 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -4194348.000000 Penalty: 3403.337646
	Iteration 42Q: 3 clusters Score -4194348 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33985 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -4194351.500000 Penalty: 3403.337646
	Iteration 43Q: 3 clusters Score -4194352 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33989 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -4194351.000000 Penalty: 3403.337646
	Iteration 44Q: 3 clusters Score -4194351 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33990 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -4194350.500000 Penalty: 3403.337646
	Iteration 45Q: 3 clusters Score -4194350 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33992 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -4194352.000000 Penalty: 3403.337646
	Iteration 46Q: 3 clusters Score -4194352 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33992 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -4194352.000000 Penalty: 3403.337646
	Iteration 47F: 3 clusters Score -4194352 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 498 members 
Mstep: Class 3 contains 22061 members 
Mstep: Class 4 contains 3257 members 
Mstep: Class 5 contains 20487 members 
Mstep: Class 6 contains 92018 members 
Mstep: Class 7 contains 2817 members 
Mstep: Class 8 contains 149178 members 
Mstep: Class 9 contains 5007 members 
Mstep: Class 10 contains 5114 members 
Mstep: Class 11 contains 8687 members 
Mstep: Class 12 contains 2384 members 
Mstep: Class 13 contains 5164 members 
Mstep: Class 14 contains 7276 members 
Mstep: Class 15 contains 22267 members 
Mstep: Class 16 contains 5505 members 
Mstep: Class 17 contains 4328 members 
Mstep: Class 18 contains 12868 members 
Mstep: Class 19 contains 7817 members 
Mstep: Class 20 contains 4569 members 
Mstep: Class 21 contains 48897 members 
Mstep: Class 22 contains 4479 members 
Mstep: Class 23 contains 9417 members 
Mstep: Class 24 contains 17528 members 
Mstep: Class 25 contains 503 members 
Mstep: Class 26 contains 28670 members 
Mstep: Class 27 contains 3195 members 
Mstep: Class 28 contains 16084 members 
Mstep: Class 29 contains 38033 members 
Mstep: Class 30 contains 19857 members 
Mstep: Class 31 contains 35622 members 
Mstep: Class 32 contains 3345 members 
Mstep: Class 33 contains 6321 members 
Mstep: Class 34 contains 11252 members 
Mstep: Class 35 contains 17779 members 
Mstep: Class 36 contains 12096 members 
Mstep: Class 37 contains 2763 members 
Mstep: Class 38 contains 17315 members 
Mstep: Class 39 contains 4342 members 
Mstep: Class 40 contains 2981 members 
Mstep: Class 41 contains 9618 members 
Mstep: Class 42 contains 7183 members 
Mstep: Class 43 contains 27494 members 
Mstep: Class 44 contains 4307 members 
Mstep: Class 45 contains 21746 members 
Mstep: Class 46 contains 9390 members 
Mstep: Class 47 contains 1769 members 
Mstep: Class 48 contains 21163 members 
Mstep: Class 49 contains 35306 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100305040.000000 Penalty: 108431.960938
Iteration 199Q: 50 clusters Score -1.00305e+08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 498 members 
Mstep: Class 3 contains 22062 members 
Mstep: Class 4 contains 3257 members 
Mstep: Class 5 contains 20485 members 
Mstep: Class 6 contains 92017 members 
Mstep: Class 7 contains 2817 members 
Mstep: Class 8 contains 149178 members 
Mstep: Class 9 contains 5007 members 
Mstep: Class 10 contains 5114 members 
Mstep: Class 11 contains 8687 members 
Mstep: Class 12 contains 2384 members 
Mstep: Class 13 contains 5164 members 
Mstep: Class 14 contains 7276 members 
Mstep: Class 15 contains 22267 members 
Mstep: Class 16 contains 5505 members 
Mstep: Class 17 contains 4328 members 
Mstep: Class 18 contains 12868 members 
Mstep: Class 19 contains 7818 members 
Mstep: Class 20 contains 4569 members 
Mstep: Class 21 contains 48893 members 
Mstep: Class 22 contains 4479 members 
Mstep: Class 23 contains 9417 members 
Mstep: Class 24 contains 17528 members 
Mstep: Class 25 contains 503 members 
Mstep: Class 26 contains 28670 members 
Mstep: Class 27 contains 3195 members 
Mstep: Class 28 contains 16083 members 
Mstep: Class 29 contains 38033 members 
Mstep: Class 30 contains 19858 members 
Mstep: Class 31 contains 35625 members 
Mstep: Class 32 contains 3345 members 
Mstep: Class 33 contains 6320 members 
Mstep: Class 34 contains 11252 members 
Mstep: Class 35 contains 17779 members 
Mstep: Class 36 contains 12096 members 
Mstep: Class 37 contains 2763 members 
Mstep: Class 38 contains 17315 members 
Mstep: Class 39 contains 4342 members 
Mstep: Class 40 contains 2981 members 
Mstep: Class 41 contains 9618 members 
Mstep: Class 42 contains 7183 members 
Mstep: Class 43 contains 27493 members 
Mstep: Class 44 contains 4307 members 
Mstep: Class 45 contains 21746 members 
Mstep: Class 46 contains 9390 members 
Mstep: Class 47 contains 1769 members 
Mstep: Class 48 contains 21167 members 
Mstep: Class 49 contains 35306 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100305088.000000 Penalty: 108431.960938
Iteration 200F: 50 clusters Score -1.003051e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 498 members 
Mstep: Class 3 contains 22062 members 
Mstep: Class 4 contains 3257 members 
Mstep: Class 5 contains 20485 members 
Mstep: Class 6 contains 92017 members 
Mstep: Class 7 contains 2817 members 
Mstep: Class 8 contains 149178 members 
Mstep: Class 9 contains 5007 members 
Mstep: Class 10 contains 5114 members 
Mstep: Class 11 contains 8687 members 
Mstep: Class 12 contains 2384 members 
Mstep: Class 13 contains 5164 members 
Mstep: Class 14 contains 7276 members 
Mstep: Class 15 contains 22267 members 
Mstep: Class 16 contains 5505 members 
Mstep: Class 17 contains 4328 members 
Mstep: Class 18 contains 12868 members 
Mstep: Class 19 contains 7819 members 
Mstep: Class 20 contains 4569 members 
Mstep: Class 21 contains 48892 members 
Mstep: Class 22 contains 4479 members 
Mstep: Class 23 contains 9417 members 
Mstep: Class 24 contains 17528 members 
Mstep: Class 25 contains 503 members 
Mstep: Class 26 contains 28670 members 
Mstep: Class 27 contains 3195 members 
Mstep: Class 28 contains 16081 members 
Mstep: Class 29 contains 38030 members 
Mstep: Class 30 contains 19858 members 
Mstep: Class 31 contains 35628 members 
Mstep: Class 32 contains 3345 members 
Mstep: Class 33 contains 6319 members 
Mstep: Class 34 contains 11253 members 
Mstep: Class 35 contains 17779 members 
Mstep: Class 36 contains 12096 members 
Mstep: Class 37 contains 2763 members 
Mstep: Class 38 contains 17315 members 
Mstep: Class 39 contains 4342 members 
Mstep: Class 40 contains 2981 members 
Mstep: Class 41 contains 9618 members 
Mstep: Class 42 contains 7183 members 
Mstep: Class 43 contains 27492 members 
Mstep: Class 44 contains 4307 members 
Mstep: Class 45 contains 21746 members 
Mstep: Class 46 contains 9390 members 
Mstep: Class 47 contains 1769 members 
Mstep: Class 48 contains 21170 members 
Mstep: Class 49 contains 35306 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100305040.000000 Penalty: 108431.960938
Iteration 201Q: 50 clusters Score -1.00305e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 498 members 
Mstep: Class 3 contains 22062 members 
Mstep: Class 4 contains 3257 members 
Mstep: Class 5 contains 20485 members 
Mstep: Class 6 contains 92019 members 
Mstep: Class 7 contains 2817 members 
Mstep: Class 8 contains 149177 members 
Mstep: Class 9 contains 5007 members 
Mstep: Class 10 contains 5114 members 
Mstep: Class 11 contains 8687 members 
Mstep: Class 12 contains 2384 members 
Mstep: Class 13 contains 5164 members 
Mstep: Class 14 contains 7276 members 
Mstep: Class 15 contains 22267 members 
Mstep: Class 16 contains 5505 members 
Mstep: Class 17 contains 4328 members 
Mstep: Class 18 contains 12868 members 
Mstep: Class 19 contains 7819 members 
Mstep: Class 20 contains 4569 members 
Mstep: Class 21 contains 48889 members 
Mstep: Class 22 contains 4479 members 
Mstep: Class 23 contains 9416 members 
Mstep: Class 24 contains 17528 members 
Mstep: Class 25 contains 503 members 
Mstep: Class 26 contains 28670 members 
Mstep: Class 27 contains 3195 members 
Mstep: Class 28 contains 16080 members 
Mstep: Class 29 contains 38028 members 
Mstep: Class 30 contains 19858 members 
Mstep: Class 31 contains 35630 members 
Mstep: Class 32 contains 3345 members 
Mstep: Class 33 contains 6319 members 
Mstep: Class 34 contains 11255 members 
Mstep: Class 35 contains 17779 members 
Mstep: Class 36 contains 12096 members 
Mstep: Class 37 contains 2763 members 
Mstep: Class 38 contains 17315 members 
Mstep: Class 39 contains 4342 members 
Mstep: Class 40 contains 2981 members 
Mstep: Class 41 contains 9618 members 
Mstep: Class 42 contains 7184 members 
Mstep: Class 43 contains 27493 members 
Mstep: Class 44 contains 4307 members 
Mstep: Class 45 contains 21746 members 
Mstep: Class 46 contains 9390 members 
Mstep: Class 47 contains 1769 members 
Mstep: Class 48 contains 21170 members 
Mstep: Class 49 contains 35306 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100305064.000000 Penalty: 108431.960938
Iteration 202Q: 50 clusters Score -1.003051e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 498 members 
Mstep: Class 3 contains 22062 members 
Mstep: Class 4 contains 3257 members 
Mstep: Class 5 contains 20484 members 
Mstep: Class 6 contains 92021 members 
Mstep: Class 7 contains 2817 members 
Mstep: Class 8 contains 149175 members 
Mstep: Class 9 contains 5007 members 
Mstep: Class 10 contains 5114 members 
Mstep: Class 11 contains 8687 members 
Mstep: Class 12 contains 2384 members 
Mstep: Class 13 contains 5164 members 
Mstep: Class 14 contains 7276 members 
Mstep: Class 15 contains 22267 members 
Mstep: Class 16 contains 5505 members 
Mstep: Class 17 contains 4328 members 
Mstep: Class 18 contains 12868 members 
Mstep: Class 19 contains 7819 members 
Mstep: Class 20 contains 4569 members 
Mstep: Class 21 contains 48888 members 
Mstep: Class 22 contains 4479 members 
Mstep: Class 23 contains 9416 members 
Mstep: Class 24 contains 17528 members 
Mstep: Class 25 contains 503 members 
Mstep: Class 26 contains 28670 members 
Mstep: Class 27 contains 3195 members 
Mstep: Class 28 contains 16079 members 
Mstep: Class 29 contains 38028 members 
Mstep: Class 30 contains 19858 members 
Mstep: Class 31 contains 35633 members 
Mstep: Class 32 contains 3345 members 
Mstep: Class 33 contains 6319 members 
Mstep: Class 34 contains 11256 members 
Mstep: Class 35 contains 17778 members 
Mstep: Class 36 contains 12096 members 
Mstep: Class 37 contains 2763 members 
Mstep: Class 38 contains 17315 members 
Mstep: Class 39 contains 4342 members 
Mstep: Class 40 contains 2981 members 
Mstep: Class 41 contains 9618 members 
Mstep: Class 42 contains 7185 members 
Mstep: Class 43 contains 27493 members 
Mstep: Class 44 contains 4307 members 
Mstep: Class 45 contains 21746 members 
Mstep: Class 46 contains 9390 members 
Mstep: Class 47 contains 1769 members 
Mstep: Class 48 contains 21169 members 
Mstep: Class 49 contains 35306 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100305088.000000 Penalty: 108431.960938
Iteration 203Q: 50 clusters Score -1.003051e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 498 members 
Mstep: Class 3 contains 22062 members 
Mstep: Class 4 contains 3257 members 
Mstep: Class 5 contains 20483 members 
Mstep: Class 6 contains 92023 members 
Mstep: Class 7 contains 2817 members 
Mstep: Class 8 contains 149175 members 
Mstep: Class 9 contains 5007 members 
Mstep: Class 10 contains 5114 members 
Mstep: Class 11 contains 8687 members 
Mstep: Class 12 contains 2384 members 
Mstep: Class 13 contains 5164 members 
Mstep: Class 14 contains 7276 members 
Mstep: Class 15 contains 22267 members 
Mstep: Class 16 contains 5505 members 
Mstep: Class 17 contains 4328 members 
Mstep: Class 18 contains 12868 members 
Mstep: Class 19 contains 7819 members 
Mstep: Class 20 contains 4569 members 
Mstep: Class 21 contains 48886 members 
Mstep: Class 22 contains 4479 members 
Mstep: Class 23 contains 9416 members 
Mstep: Class 24 contains 17528 members 
Mstep: Class 25 contains 503 members 
Mstep: Class 26 contains 28670 members 
Mstep: Class 27 contains 3195 members 
Mstep: Class 28 contains 16078 members 
Mstep: Class 29 contains 38028 members 
Mstep: Class 30 contains 19859 members 
Mstep: Class 31 contains 35633 members 
Mstep: Class 32 contains 3345 members 
Mstep: Class 33 contains 6319 members 
Mstep: Class 34 contains 11256 members 
Mstep: Class 35 contains 17778 members 
Mstep: Class 36 contains 12096 members 
Mstep: Class 37 contains 2763 members 
Mstep: Class 38 contains 17315 members 
Mstep: Class 39 contains 4342 members 
Mstep: Class 40 contains 2981 members 
Mstep: Class 41 contains 9618 members 
Mstep: Class 42 contains 7184 members 
Mstep: Class 43 contains 27494 members 
Mstep: Class 44 contains 4307 members 
Mstep: Class 45 contains 21746 members 
Mstep: Class 46 contains 9390 members 
Mstep: Class 47 contains 1769 members 
Mstep: Class 48 contains 21168 members 
Mstep: Class 49 contains 35308 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100305080.000000 Penalty: 108431.960938
Iteration 204Q: 50 clusters Score -1.003051e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 498 members 
Mstep: Class 3 contains 22062 members 
Mstep: Class 4 contains 3257 members 
Mstep: Class 5 contains 20483 members 
Mstep: Class 6 contains 92023 members 
Mstep: Class 7 contains 2817 members 
Mstep: Class 8 contains 149175 members 
Mstep: Class 9 contains 5007 members 
Mstep: Class 10 contains 5114 members 
Mstep: Class 11 contains 8687 members 
Mstep: Class 12 contains 2384 members 
Mstep: Class 13 contains 5164 members 
Mstep: Class 14 contains 7276 members 
Mstep: Class 15 contains 22267 members 
Mstep: Class 16 contains 5505 members 
Mstep: Class 17 contains 4329 members 
Mstep: Class 18 contains 12868 members 
Mstep: Class 19 contains 7819 members 
Mstep: Class 20 contains 4569 members 
Mstep: Class 21 contains 48884 members 
Mstep: Class 22 contains 4479 members 
Mstep: Class 23 contains 9416 members 
Mstep: Class 24 contains 17528 members 
Mstep: Class 25 contains 503 members 
Mstep: Class 26 contains 28670 members 
Mstep: Class 27 contains 3195 members 
Mstep: Class 28 contains 16077 members 
Mstep: Class 29 contains 38028 members 
Mstep: Class 30 contains 19859 members 
Mstep: Class 31 contains 35633 members 
Mstep: Class 32 contains 3345 members 
Mstep: Class 33 contains 6319 members 
Mstep: Class 34 contains 11256 members 
Mstep: Class 35 contains 17778 members 
Mstep: Class 36 contains 12096 members 
Mstep: Class 37 contains 2763 members 
Mstep: Class 38 contains 17315 members 
Mstep: Class 39 contains 4342 members 
Mstep: Class 40 contains 2981 members 
Mstep: Class 41 contains 9618 members 
Mstep: Class 42 contains 7184 members 
Mstep: Class 43 contains 27497 members 
Mstep: Class 44 contains 4307 members 
Mstep: Class 45 contains 21746 members 
Mstep: Class 46 contains 9390 members 
Mstep: Class 47 contains 1769 members 
Mstep: Class 48 contains 21168 members 
Mstep: Class 49 contains 35307 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100305064.000000 Penalty: 108431.960938
Iteration 205Q: 50 clusters Score -1.003051e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 498 members 
Mstep: Class 3 contains 22062 members 
Mstep: Class 4 contains 3257 members 
Mstep: Class 5 contains 20482 members 
Mstep: Class 6 contains 92023 members 
Mstep: Class 7 contains 2817 members 
Mstep: Class 8 contains 149175 members 
Mstep: Class 9 contains 5007 members 
Mstep: Class 10 contains 5114 members 
Mstep: Class 11 contains 8687 members 
Mstep: Class 12 contains 2384 members 
Mstep: Class 13 contains 5164 members 
Mstep: Class 14 contains 7276 members 
Mstep: Class 15 contains 22267 members 
Mstep: Class 16 contains 5505 members 
Mstep: Class 17 contains 4329 members 
Mstep: Class 18 contains 12868 members 
Mstep: Class 19 contains 7819 members 
Mstep: Class 20 contains 4569 members 
Mstep: Class 21 contains 48880 members 
Mstep: Class 22 contains 4479 members 
Mstep: Class 23 contains 9416 members 
Mstep: Class 24 contains 17528 members 
Mstep: Class 25 contains 503 members 
Mstep: Class 26 contains 28670 members 
Mstep: Class 27 contains 3195 members 
Mstep: Class 28 contains 16076 members 
Mstep: Class 29 contains 38028 members 
Mstep: Class 30 contains 19859 members 
Mstep: Class 31 contains 35634 members 
Mstep: Class 32 contains 3345 members 
Mstep: Class 33 contains 6319 members 
Mstep: Class 34 contains 11256 members 
Mstep: Class 35 contains 17779 members 
Mstep: Class 36 contains 12096 members 
Mstep: Class 37 contains 2763 members 
Mstep: Class 38 contains 17315 members 
Mstep: Class 39 contains 4342 members 
Mstep: Class 40 contains 2981 members 
Mstep: Class 41 contains 9618 members 
Mstep: Class 42 contains 7184 members 
Mstep: Class 43 contains 27501 members 
Mstep: Class 44 contains 4307 members 
Mstep: Class 45 contains 21746 members 
Mstep: Class 46 contains 9390 members 
Mstep: Class 47 contains 1769 members 
Mstep: Class 48 contains 21168 members 
Mstep: Class 49 contains 35307 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100305096.000000 Penalty: 108431.960938
Iteration 206Q: 50 clusters Score -1.003051e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 498 members 
Mstep: Class 3 contains 22062 members 
Mstep: Class 4 contains 3257 members 
Mstep: Class 5 contains 20480 members 
Mstep: Class 6 contains 92023 members 
Mstep: Class 7 contains 2817 members 
Mstep: Class 8 contains 149174 members 
Mstep: Class 9 contains 5007 members 
Mstep: Class 10 contains 5115 members 
Mstep: Class 11 contains 8687 members 
Mstep: Class 12 contains 2384 members 
Mstep: Class 13 contains 5164 members 
Mstep: Class 14 contains 7276 members 
Mstep: Class 15 contains 22267 members 
Mstep: Class 16 contains 5505 members 
Mstep: Class 17 contains 4329 members 
Mstep: Class 18 contains 12868 members 
Mstep: Class 19 contains 7819 members 
Mstep: Class 20 contains 4569 members 
Mstep: Class 21 contains 48879 members 
Mstep: Class 22 contains 4479 members 
Mstep: Class 23 contains 9416 members 
Mstep: Class 24 contains 17528 members 
Mstep: Class 25 contains 503 members 
Mstep: Class 26 contains 28670 members 
Mstep: Class 27 contains 3195 members 
Mstep: Class 28 contains 16076 members 
Mstep: Class 29 contains 38027 members 
Mstep: Class 30 contains 19859 members 
Mstep: Class 31 contains 35634 members 
Mstep: Class 32 contains 3345 members 
Mstep: Class 33 contains 6319 members 
Mstep: Class 34 contains 11256 members 
Mstep: Class 35 contains 17779 members 
Mstep: Class 36 contains 12096 members 
Mstep: Class 37 contains 2763 members 
Mstep: Class 38 contains 17315 members 
Mstep: Class 39 contains 4342 members 
Mstep: Class 40 contains 2981 members 
Mstep: Class 41 contains 9618 members 
Mstep: Class 42 contains 7184 members 
Mstep: Class 43 contains 27503 members 
Mstep: Class 44 contains 4307 members 
Mstep: Class 45 contains 21746 members 
Mstep: Class 46 contains 9391 members 
Mstep: Class 47 contains 1769 members 
Mstep: Class 48 contains 21168 members 
Mstep: Class 49 contains 35308 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100305064.000000 Penalty: 108431.960938
Iteration 207Q: 50 clusters Score -1.003051e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 498 members 
Mstep: Class 3 contains 22062 members 
Mstep: Class 4 contains 3257 members 
Mstep: Class 5 contains 20480 members 
Mstep: Class 6 contains 92023 members 
Mstep: Class 7 contains 2817 members 
Mstep: Class 8 contains 149173 members 
Mstep: Class 9 contains 5007 members 
Mstep: Class 10 contains 5115 members 
Mstep: Class 11 contains 8687 members 
Mstep: Class 12 contains 2384 members 
Mstep: Class 13 contains 5164 members 
Mstep: Class 14 contains 7276 members 
Mstep: Class 15 contains 22267 members 
Mstep: Class 16 contains 5505 members 
Mstep: Class 17 contains 4330 members 
Mstep: Class 18 contains 12868 members 
Mstep: Class 19 contains 7819 members 
Mstep: Class 20 contains 4569 members 
Mstep: Class 21 contains 48878 members 
Mstep: Class 22 contains 4479 members 
Mstep: Class 23 contains 9416 members 
Mstep: Class 24 contains 17528 members 
Mstep: Class 25 contains 503 members 
Mstep: Class 26 contains 28670 members 
Mstep: Class 27 contains 3195 members 
Mstep: Class 28 contains 16076 members 
Mstep: Class 29 contains 38027 members 
Mstep: Class 30 contains 19859 members 
Mstep: Class 31 contains 35634 members 
Mstep: Class 32 contains 3345 members 
Mstep: Class 33 contains 6319 members 
Mstep: Class 34 contains 11256 members 
Mstep: Class 35 contains 17779 members 
Mstep: Class 36 contains 12096 members 
Mstep: Class 37 contains 2763 members 
Mstep: Class 38 contains 17315 members 
Mstep: Class 39 contains 4342 members 
Mstep: Class 40 contains 2981 members 
Mstep: Class 41 contains 9618 members 
Mstep: Class 42 contains 7184 members 
Mstep: Class 43 contains 27503 members 
Mstep: Class 44 contains 4307 members 
Mstep: Class 45 contains 21746 members 
Mstep: Class 46 contains 9391 members 
Mstep: Class 47 contains 1769 members 
Mstep: Class 48 contains 21168 members 
Mstep: Class 49 contains 35309 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100305064.000000 Penalty: 108431.960938
Iteration 208Q: 50 clusters Score -1.003051e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 498 members 
Mstep: Class 3 contains 22062 members 
Mstep: Class 4 contains 3257 members 
Mstep: Class 5 contains 20480 members 
Mstep: Class 6 contains 92023 members 
Mstep: Class 7 contains 2817 members 
Mstep: Class 8 contains 149173 members 
Mstep: Class 9 contains 5007 members 
Mstep: Class 10 contains 5115 members 
Mstep: Class 11 contains 8687 members 
Mstep: Class 12 contains 2384 members 
Mstep: Class 13 contains 5164 members 
Mstep: Class 14 contains 7276 members 
Mstep: Class 15 contains 22267 members 
Mstep: Class 16 contains 5505 members 
Mstep: Class 17 contains 4330 members 
Mstep: Class 18 contains 12868 members 
Mstep: Class 19 contains 7819 members 
Mstep: Class 20 contains 4569 members 
Mstep: Class 21 contains 48877 members 
Mstep: Class 22 contains 4479 members 
Mstep: Class 23 contains 9416 members 
Mstep: Class 24 contains 17528 members 
Mstep: Class 25 contains 503 members 
Mstep: Class 26 contains 28670 members 
Mstep: Class 27 contains 3195 members 
Mstep: Class 28 contains 16075 members 
Mstep: Class 29 contains 38027 members 
Mstep: Class 30 contains 19859 members 
Mstep: Class 31 contains 35634 members 
Mstep: Class 32 contains 3345 members 
Mstep: Class 33 contains 6319 members 
Mstep: Class 34 contains 11256 members 
Mstep: Class 35 contains 17779 members 
Mstep: Class 36 contains 12096 members 
Mstep: Class 37 contains 2763 members 
Mstep: Class 38 contains 17315 members 
Mstep: Class 39 contains 4342 members 
Mstep: Class 40 contains 2981 members 
Mstep: Class 41 contains 9618 members 
Mstep: Class 42 contains 7184 members 
Mstep: Class 43 contains 27504 members 
Mstep: Class 44 contains 4307 members 
Mstep: Class 45 contains 21746 members 
Mstep: Class 46 contains 9391 members 
Mstep: Class 47 contains 1769 members 
Mstep: Class 48 contains 21168 members 
Mstep: Class 49 contains 35310 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100305072.000000 Penalty: 108431.960938
Iteration 209Q: 50 clusters Score -1.003051e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 498 members 
Mstep: Class 3 contains 22062 members 
Mstep: Class 4 contains 3257 members 
Mstep: Class 5 contains 20480 members 
Mstep: Class 6 contains 92023 members 
Mstep: Class 7 contains 2817 members 
Mstep: Class 8 contains 149173 members 
Mstep: Class 9 contains 5007 members 
Mstep: Class 10 contains 5115 members 
Mstep: Class 11 contains 8687 members 
Mstep: Class 12 contains 2384 members 
Mstep: Class 13 contains 5164 members 
Mstep: Class 14 contains 7276 members 
Mstep: Class 15 contains 22267 members 
Mstep: Class 16 contains 5505 members 
Mstep: Class 17 contains 4330 members 
Mstep: Class 18 contains 12868 members 
Mstep: Class 19 contains 7819 members 
Mstep: Class 20 contains 4569 members 
Mstep: Class 21 contains 48877 members 
Mstep: Class 22 contains 4479 members 
Mstep: Class 23 contains 9416 members 
Mstep: Class 24 contains 17528 members 
Mstep: Class 25 contains 503 members 
Mstep: Class 26 contains 28670 members 
Mstep: Class 27 contains 3195 members 
Mstep: Class 28 contains 16076 members 
Mstep: Class 29 contains 38027 members 
Mstep: Class 30 contains 19859 members 
Mstep: Class 31 contains 35634 members 
Mstep: Class 32 contains 3345 members 
Mstep: Class 33 contains 6319 members 
Mstep: Class 34 contains 11256 members 
Mstep: Class 35 contains 17779 members 
Mstep: Class 36 contains 12096 members 
Mstep: Class 37 contains 2763 members 
Mstep: Class 38 contains 17315 members 
Mstep: Class 39 contains 4342 members 
Mstep: Class 40 contains 2981 members 
Mstep: Class 41 contains 9618 members 
Mstep: Class 42 contains 7183 members 
Mstep: Class 43 contains 27504 members 
Mstep: Class 44 contains 4307 members 
Mstep: Class 45 contains 21746 members 
Mstep: Class 46 contains 9391 members 
Mstep: Class 47 contains 1769 members 
Mstep: Class 48 contains 21168 members 
Mstep: Class 49 contains 35310 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100305072.000000 Penalty: 108431.960938
Iteration 210Q: 50 clusters Score -1.003051e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 498 members 
Mstep: Class 3 contains 22062 members 
Mstep: Class 4 contains 3257 members 
Mstep: Class 5 contains 20480 members 
Mstep: Class 6 contains 92023 members 
Mstep: Class 7 contains 2817 members 
Mstep: Class 8 contains 149173 members 
Mstep: Class 9 contains 5007 members 
Mstep: Class 10 contains 5115 members 
Mstep: Class 11 contains 8687 members 
Mstep: Class 12 contains 2384 members 
Mstep: Class 13 contains 5164 members 
Mstep: Class 14 contains 7277 members 
Mstep: Class 15 contains 22267 members 
Mstep: Class 16 contains 5505 members 
Mstep: Class 17 contains 4330 members 
Mstep: Class 18 contains 12868 members 
Mstep: Class 19 contains 7819 members 
Mstep: Class 20 contains 4569 members 
Mstep: Class 21 contains 48877 members 
Mstep: Class 22 contains 4479 members 
Mstep: Class 23 contains 9416 members 
Mstep: Class 24 contains 17528 members 
Mstep: Class 25 contains 503 members 
Mstep: Class 26 contains 28670 members 
Mstep: Class 27 contains 3195 members 
Mstep: Class 28 contains 16077 members 
Mstep: Class 29 contains 38027 members 
Mstep: Class 30 contains 19859 members 
Mstep: Class 31 contains 35635 members 
Mstep: Class 32 contains 3345 members 
Mstep: Class 33 contains 6319 members 
Mstep: Class 34 contains 11256 members 
Mstep: Class 35 contains 17779 members 
Mstep: Class 36 contains 12096 members 
Mstep: Class 37 contains 2763 members 
Mstep: Class 38 contains 17315 members 
Mstep: Class 39 contains 4341 members 
Mstep: Class 40 contains 2981 members 
Mstep: Class 41 contains 9618 members 
Mstep: Class 42 contains 7182 members 
Mstep: Class 43 contains 27504 members 
Mstep: Class 44 contains 4307 members 
Mstep: Class 45 contains 21746 members 
Mstep: Class 46 contains 9391 members 
Mstep: Class 47 contains 1769 members 
Mstep: Class 48 contains 21167 members 
Mstep: Class 49 contains 35310 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100305104.000000 Penalty: 108431.960938
Iteration 211Q: 50 clusters Score -1.003051e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 498 members 
Mstep: Class 3 contains 22062 members 
Mstep: Class 4 contains 3257 members 
Mstep: Class 5 contains 20480 members 
Mstep: Class 6 contains 92023 members 
Mstep: Class 7 contains 2817 members 
Mstep: Class 8 contains 149173 members 
Mstep: Class 9 contains 5007 members 
Mstep: Class 10 contains 5115 members 
Mstep: Class 11 contains 8687 members 
Mstep: Class 12 contains 2384 members 
Mstep: Class 13 contains 5164 members 
Mstep: Class 14 contains 7277 members 
Mstep: Class 15 contains 22267 members 
Mstep: Class 16 contains 5505 members 
Mstep: Class 17 contains 4330 members 
Mstep: Class 18 contains 12868 members 
Mstep: Class 19 contains 7819 members 
Mstep: Class 20 contains 4569 members 
Mstep: Class 21 contains 48877 members 
Mstep: Class 22 contains 4479 members 
Mstep: Class 23 contains 9416 members 
Mstep: Class 24 contains 17528 members 
Mstep: Class 25 contains 503 members 
Mstep: Class 26 contains 28670 members 
Mstep: Class 27 contains 3195 members 
Mstep: Class 28 contains 16076 members 
Mstep: Class 29 contains 38027 members 
Mstep: Class 30 contains 19859 members 
Mstep: Class 31 contains 35635 members 
Mstep: Class 32 contains 3345 members 
Mstep: Class 33 contains 6319 members 
Mstep: Class 34 contains 11256 members 
Mstep: Class 35 contains 17779 members 
Mstep: Class 36 contains 12096 members 
Mstep: Class 37 contains 2763 members 
Mstep: Class 38 contains 17315 members 
Mstep: Class 39 contains 4341 members 
Mstep: Class 40 contains 2981 members 
Mstep: Class 41 contains 9618 members 
Mstep: Class 42 contains 7182 members 
Mstep: Class 43 contains 27503 members 
Mstep: Class 44 contains 4307 members 
Mstep: Class 45 contains 21746 members 
Mstep: Class 46 contains 9391 members 
Mstep: Class 47 contains 1769 members 
Mstep: Class 48 contains 21169 members 
Mstep: Class 49 contains 35310 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100305080.000000 Penalty: 108431.960938
Iteration 212Q: 50 clusters Score -1.003051e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 498 members 
Mstep: Class 3 contains 22062 members 
Mstep: Class 4 contains 3257 members 
Mstep: Class 5 contains 20480 members 
Mstep: Class 6 contains 92022 members 
Mstep: Class 7 contains 2817 members 
Mstep: Class 8 contains 149173 members 
Mstep: Class 9 contains 5007 members 
Mstep: Class 10 contains 5115 members 
Mstep: Class 11 contains 8687 members 
Mstep: Class 12 contains 2384 members 
Mstep: Class 13 contains 5164 members 
Mstep: Class 14 contains 7277 members 
Mstep: Class 15 contains 22267 members 
Mstep: Class 16 contains 5505 members 
Mstep: Class 17 contains 4330 members 
Mstep: Class 18 contains 12868 members 
Mstep: Class 19 contains 7820 members 
Mstep: Class 20 contains 4569 members 
Mstep: Class 21 contains 48877 members 
Mstep: Class 22 contains 4479 members 
Mstep: Class 23 contains 9416 members 
Mstep: Class 24 contains 17528 members 
Mstep: Class 25 contains 503 members 
Mstep: Class 26 contains 28670 members 
Mstep: Class 27 contains 3195 members 
Mstep: Class 28 contains 16076 members 
Mstep: Class 29 contains 38027 members 
Mstep: Class 30 contains 19859 members 
Mstep: Class 31 contains 35635 members 
Mstep: Class 32 contains 3345 members 
Mstep: Class 33 contains 6319 members 
Mstep: Class 34 contains 11256 members 
Mstep: Class 35 contains 17779 members 
Mstep: Class 36 contains 12096 members 
Mstep: Class 37 contains 2763 members 
Mstep: Class 38 contains 17315 members 
Mstep: Class 39 contains 4341 members 
Mstep: Class 40 contains 2981 members 
Mstep: Class 41 contains 9618 members 
Mstep: Class 42 contains 7182 members 
Mstep: Class 43 contains 27503 members 
Mstep: Class 44 contains 4307 members 
Mstep: Class 45 contains 21746 members 
Mstep: Class 46 contains 9391 members 
Mstep: Class 47 contains 1769 members 
Mstep: Class 48 contains 21169 members 
Mstep: Class 49 contains 35310 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100305088.000000 Penalty: 108431.960938
Iteration 213Q: 50 clusters Score -1.003051e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 498 members 
Mstep: Class 3 contains 22062 members 
Mstep: Class 4 contains 3257 members 
Mstep: Class 5 contains 20480 members 
Mstep: Class 6 contains 92022 members 
Mstep: Class 7 contains 2817 members 
Mstep: Class 8 contains 149173 members 
Mstep: Class 9 contains 5007 members 
Mstep: Class 10 contains 5115 members 
Mstep: Class 11 contains 8687 members 
Mstep: Class 12 contains 2384 members 
Mstep: Class 13 contains 5164 members 
Mstep: Class 14 contains 7277 members 
Mstep: Class 15 contains 22267 members 
Mstep: Class 16 contains 5505 members 
Mstep: Class 17 contains 4330 members 
Mstep: Class 18 contains 12868 members 
Mstep: Class 19 contains 7820 members 
Mstep: Class 20 contains 4569 members 
Mstep: Class 21 contains 48877 members 
Mstep: Class 22 contains 4479 members 
Mstep: Class 23 contains 9416 members 
Mstep: Class 24 contains 17528 members 
Mstep: Class 25 contains 503 members 
Mstep: Class 26 contains 28670 members 
Mstep: Class 27 contains 3195 members 
Mstep: Class 28 contains 16076 members 
Mstep: Class 29 contains 38027 members 
Mstep: Class 30 contains 19859 members 
Mstep: Class 31 contains 35635 members 
Mstep: Class 32 contains 3345 members 
Mstep: Class 33 contains 6319 members 
Mstep: Class 34 contains 11256 members 
Mstep: Class 35 contains 17779 members 
Mstep: Class 36 contains 12096 members 
Mstep: Class 37 contains 2763 members 
Mstep: Class 38 contains 17315 members 
Mstep: Class 39 contains 4341 members 
Mstep: Class 40 contains 2981 members 
Mstep: Class 41 contains 9618 members 
Mstep: Class 42 contains 7182 members 
Mstep: Class 43 contains 27502 members 
Mstep: Class 44 contains 4307 members 
Mstep: Class 45 contains 21746 members 
Mstep: Class 46 contains 9391 members 
Mstep: Class 47 contains 1769 members 
Mstep: Class 48 contains 21170 members 
Mstep: Class 49 contains 35310 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100305088.000000 Penalty: 108431.960938
Iteration 214Q: 50 clusters Score -1.003051e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 498 members 
Mstep: Class 3 contains 22062 members 
Mstep: Class 4 contains 3257 members 
Mstep: Class 5 contains 20480 members 
Mstep: Class 6 contains 92023 members 
Mstep: Class 7 contains 2817 members 
Mstep: Class 8 contains 149173 members 
Mstep: Class 9 contains 5007 members 
Mstep: Class 10 contains 5115 members 
Mstep: Class 11 contains 8687 members 
Mstep: Class 12 contains 2384 members 
Mstep: Class 13 contains 5164 members 
Mstep: Class 14 contains 7277 members 
Mstep: Class 15 contains 22267 members 
Mstep: Class 16 contains 5505 members 
Mstep: Class 17 contains 4330 members 
Mstep: Class 18 contains 12868 members 
Mstep: Class 19 contains 7820 members 
Mstep: Class 20 contains 4569 members 
Mstep: Class 21 contains 48877 members 
Mstep: Class 22 contains 4479 members 
Mstep: Class 23 contains 9416 members 
Mstep: Class 24 contains 17528 members 
Mstep: Class 25 contains 503 members 
Mstep: Class 26 contains 28670 members 
Mstep: Class 27 contains 3195 members 
Mstep: Class 28 contains 16076 members 
Mstep: Class 29 contains 38027 members 
Mstep: Class 30 contains 19859 members 
Mstep: Class 31 contains 35635 members 
Mstep: Class 32 contains 3345 members 
Mstep: Class 33 contains 6319 members 
Mstep: Class 34 contains 11256 members 
Mstep: Class 35 contains 17779 members 
Mstep: Class 36 contains 12096 members 
Mstep: Class 37 contains 2763 members 
Mstep: Class 38 contains 17315 members 
Mstep: Class 39 contains 4341 members 
Mstep: Class 40 contains 2981 members 
Mstep: Class 41 contains 9618 members 
Mstep: Class 42 contains 7182 members 
Mstep: Class 43 contains 27502 members 
Mstep: Class 44 contains 4307 members 
Mstep: Class 45 contains 21746 members 
Mstep: Class 46 contains 9391 members 
Mstep: Class 47 contains 1769 members 
Mstep: Class 48 contains 21169 members 
Mstep: Class 49 contains 35310 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100305096.000000 Penalty: 108431.960938
Iteration 215Q: 50 clusters Score -1.003051e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 498 members 
Mstep: Class 3 contains 22062 members 
Mstep: Class 4 contains 3257 members 
Mstep: Class 5 contains 20480 members 
Mstep: Class 6 contains 92023 members 
Mstep: Class 7 contains 2817 members 
Mstep: Class 8 contains 149174 members 
Mstep: Class 9 contains 5007 members 
Mstep: Class 10 contains 5115 members 
Mstep: Class 11 contains 8687 members 
Mstep: Class 12 contains 2384 members 
Mstep: Class 13 contains 5164 members 
Mstep: Class 14 contains 7277 members 
Mstep: Class 15 contains 22267 members 
Mstep: Class 16 contains 5505 members 
Mstep: Class 17 contains 4330 members 
Mstep: Class 18 contains 12868 members 
Mstep: Class 19 contains 7820 members 
Mstep: Class 20 contains 4569 members 
Mstep: Class 21 contains 48877 members 
Mstep: Class 22 contains 4479 members 
Mstep: Class 23 contains 9416 members 
Mstep: Class 24 contains 17528 members 
Mstep: Class 25 contains 503 members 
Mstep: Class 26 contains 28670 members 
Mstep: Class 27 contains 3194 members 
Mstep: Class 28 contains 16076 members 
Mstep: Class 29 contains 38027 members 
Mstep: Class 30 contains 19859 members 
Mstep: Class 31 contains 35635 members 
Mstep: Class 32 contains 3345 members 
Mstep: Class 33 contains 6319 members 
Mstep: Class 34 contains 11256 members 
Mstep: Class 35 contains 17779 members 
Mstep: Class 36 contains 12096 members 
Mstep: Class 37 contains 2763 members 
Mstep: Class 38 contains 17315 members 
Mstep: Class 39 contains 4341 members 
Mstep: Class 40 contains 2981 members 
Mstep: Class 41 contains 9618 members 
Mstep: Class 42 contains 7182 members 
Mstep: Class 43 contains 27502 members 
Mstep: Class 44 contains 4307 members 
Mstep: Class 45 contains 21746 members 
Mstep: Class 46 contains 9391 members 
Mstep: Class 47 contains 1769 members 
Mstep: Class 48 contains 21169 members 
Mstep: Class 49 contains 35310 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100305104.000000 Penalty: 108431.960938
Iteration 216Q: 50 clusters Score -1.003051e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 498 members 
Mstep: Class 3 contains 22062 members 
Mstep: Class 4 contains 3257 members 
Mstep: Class 5 contains 20480 members 
Mstep: Class 6 contains 92022 members 
Mstep: Class 7 contains 2817 members 
Mstep: Class 8 contains 149174 members 
Mstep: Class 9 contains 5007 members 
Mstep: Class 10 contains 5115 members 
Mstep: Class 11 contains 8687 members 
Mstep: Class 12 contains 2384 members 
Mstep: Class 13 contains 5164 members 
Mstep: Class 14 contains 7277 members 
Mstep: Class 15 contains 22267 members 
Mstep: Class 16 contains 5505 members 
Mstep: Class 17 contains 4331 members 
Mstep: Class 18 contains 12868 members 
Mstep: Class 19 contains 7820 members 
Mstep: Class 20 contains 4569 members 
Mstep: Class 21 contains 48877 members 
Mstep: Class 22 contains 4479 members 
Mstep: Class 23 contains 9416 members 
Mstep: Class 24 contains 17528 members 
Mstep: Class 25 contains 503 members 
Mstep: Class 26 contains 28670 members 
Mstep: Class 27 contains 3193 members 
Mstep: Class 28 contains 16076 members 
Mstep: Class 29 contains 38027 members 
Mstep: Class 30 contains 19859 members 
Mstep: Class 31 contains 35635 members 
Mstep: Class 32 contains 3345 members 
Mstep: Class 33 contains 6319 members 
Mstep: Class 34 contains 11256 members 
Mstep: Class 35 contains 17779 members 
Mstep: Class 36 contains 12096 members 
Mstep: Class 37 contains 2763 members 
Mstep: Class 38 contains 17315 members 
Mstep: Class 39 contains 4341 members 
Mstep: Class 40 contains 2981 members 
Mstep: Class 41 contains 9618 members 
Mstep: Class 42 contains 7182 members 
Mstep: Class 43 contains 27502 members 
Mstep: Class 44 contains 4307 members 
Mstep: Class 45 contains 21746 members 
Mstep: Class 46 contains 9391 members 
Mstep: Class 47 contains 1769 members 
Mstep: Class 48 contains 21170 members 
Mstep: Class 49 contains 35310 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100305080.000000 Penalty: 108431.960938
Iteration 217Q: 50 clusters Score -1.003051e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 498 members 
Mstep: Class 3 contains 22062 members 
Mstep: Class 4 contains 3257 members 
Mstep: Class 5 contains 20479 members 
Mstep: Class 6 contains 92022 members 
Mstep: Class 7 contains 2817 members 
Mstep: Class 8 contains 149173 members 
Mstep: Class 9 contains 5007 members 
Mstep: Class 10 contains 5115 members 
Mstep: Class 11 contains 8687 members 
Mstep: Class 12 contains 2384 members 
Mstep: Class 13 contains 5164 members 
Mstep: Class 14 contains 7277 members 
Mstep: Class 15 contains 22267 members 
Mstep: Class 16 contains 5505 members 
Mstep: Class 17 contains 4333 members 
Mstep: Class 18 contains 12868 members 
Mstep: Class 19 contains 7820 members 
Mstep: Class 20 contains 4569 members 
Mstep: Class 21 contains 48877 members 
Mstep: Class 22 contains 4479 members 
Mstep: Class 23 contains 9416 members 
Mstep: Class 24 contains 17528 members 
Mstep: Class 25 contains 503 members 
Mstep: Class 26 contains 28670 members 
Mstep: Class 27 contains 3193 members 
Mstep: Class 28 contains 16076 members 
Mstep: Class 29 contains 38027 members 
Mstep: Class 30 contains 19859 members 
Mstep: Class 31 contains 35635 members 
Mstep: Class 32 contains 3345 members 
Mstep: Class 33 contains 6319 members 
Mstep: Class 34 contains 11256 members 
Mstep: Class 35 contains 17779 members 
Mstep: Class 36 contains 12096 members 
Mstep: Class 37 contains 2763 members 
Mstep: Class 38 contains 17315 members 
Mstep: Class 39 contains 4341 members 
Mstep: Class 40 contains 2981 members 
Mstep: Class 41 contains 9618 members 
Mstep: Class 42 contains 7182 members 
Mstep: Class 43 contains 27502 members 
Mstep: Class 44 contains 4307 members 
Mstep: Class 45 contains 21746 members 
Mstep: Class 46 contains 9391 members 
Mstep: Class 47 contains 1769 members 
Mstep: Class 48 contains 21170 members 
Mstep: Class 49 contains 35310 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100305096.000000 Penalty: 108431.960938
Iteration 218Q: 50 clusters Score -1.003051e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 498 members 
Mstep: Class 3 contains 22062 members 
Mstep: Class 4 contains 3257 members 
Mstep: Class 5 contains 20479 members 
Mstep: Class 6 contains 92022 members 
Mstep: Class 7 contains 2817 members 
Mstep: Class 8 contains 149174 members 
Mstep: Class 9 contains 5007 members 
Mstep: Class 10 contains 5115 members 
Mstep: Class 11 contains 8687 members 
Mstep: Class 12 contains 2384 members 
Mstep: Class 13 contains 5164 members 
Mstep: Class 14 contains 7277 members 
Mstep: Class 15 contains 22267 members 
Mstep: Class 16 contains 5505 members 
Mstep: Class 17 contains 4333 members 
Mstep: Class 18 contains 12868 members 
Mstep: Class 19 contains 7820 members 
Mstep: Class 20 contains 4569 members 
Mstep: Class 21 contains 48877 members 
Mstep: Class 22 contains 4479 members 
Mstep: Class 23 contains 9416 members 
Mstep: Class 24 contains 17528 members 
Mstep: Class 25 contains 503 members 
Mstep: Class 26 contains 28670 members 
Mstep: Class 27 contains 3193 members 
Mstep: Class 28 contains 16076 members 
Mstep: Class 29 contains 38027 members 
Mstep: Class 30 contains 19859 members 
Mstep: Class 31 contains 35635 members 
Mstep: Class 32 contains 3345 members 
Mstep: Class 33 contains 6319 members 
Mstep: Class 34 contains 11256 members 
Mstep: Class 35 contains 17779 members 
Mstep: Class 36 contains 12096 members 
Mstep: Class 37 contains 2763 members 
Mstep: Class 38 contains 17315 members 
Mstep: Class 39 contains 4341 members 
Mstep: Class 40 contains 2981 members 
Mstep: Class 41 contains 9618 members 
Mstep: Class 42 contains 7182 members 
Mstep: Class 43 contains 27502 members 
Mstep: Class 44 contains 4307 members 
Mstep: Class 45 contains 21746 members 
Mstep: Class 46 contains 9391 members 
Mstep: Class 47 contains 1769 members 
Mstep: Class 48 contains 21170 members 
Mstep: Class 49 contains 35309 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100305072.000000 Penalty: 108431.960938
Iteration 219Q: 50 clusters Score -1.003051e+08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 498 members 
Mstep: Class 3 contains 22062 members 
Mstep: Class 4 contains 3257 members 
Mstep: Class 5 contains 20479 members 
Mstep: Class 6 contains 92022 members 
Mstep: Class 7 contains 2817 members 
Mstep: Class 8 contains 149174 members 
Mstep: Class 9 contains 5007 members 
Mstep: Class 10 contains 5115 members 
Mstep: Class 11 contains 8687 members 
Mstep: Class 12 contains 2384 members 
Mstep: Class 13 contains 5164 members 
Mstep: Class 14 contains 7277 members 
Mstep: Class 15 contains 22267 members 
Mstep: Class 16 contains 5505 members 
Mstep: Class 17 contains 4333 members 
Mstep: Class 18 contains 12868 members 
Mstep: Class 19 contains 7820 members 
Mstep: Class 20 contains 4569 members 
Mstep: Class 21 contains 48877 members 
Mstep: Class 22 contains 4479 members 
Mstep: Class 23 contains 9416 members 
Mstep: Class 24 contains 17528 members 
Mstep: Class 25 contains 503 members 
Mstep: Class 26 contains 28670 members 
Mstep: Class 27 contains 3193 members 
Mstep: Class 28 contains 16076 members 
Mstep: Class 29 contains 38027 members 
Mstep: Class 30 contains 19859 members 
Mstep: Class 31 contains 35635 members 
Mstep: Class 32 contains 3345 members 
Mstep: Class 33 contains 6319 members 
Mstep: Class 34 contains 11256 members 
Mstep: Class 35 contains 17779 members 
Mstep: Class 36 contains 12096 members 
Mstep: Class 37 contains 2763 members 
Mstep: Class 38 contains 17315 members 
Mstep: Class 39 contains 4341 members 
Mstep: Class 40 contains 2981 members 
Mstep: Class 41 contains 9618 members 
Mstep: Class 42 contains 7182 members 
Mstep: Class 43 contains 27502 members 
Mstep: Class 44 contains 4307 members 
Mstep: Class 45 contains 21746 members 
Mstep: Class 46 contains 9391 members 
Mstep: Class 47 contains 1769 members 
Mstep: Class 48 contains 21170 members 
Mstep: Class 49 contains 35309 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100305072.000000 Penalty: 108431.960938
Iteration 220F: 50 clusters Score -1.003051e+08 nChanged 0
Entering ConstructFrom: 
Score: -100305072.000000 Penalty: 108431.960938
Entering ConstructFrom: 
Trying to split cluster 1 (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: -103375.648438 Penalty: 1090.657837
	Iteration 0F: 2 clusters Score -103375.6 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 408 members 
Entering Unmasked Estep 
Score: -102051.820312 Penalty: 2181.315674
	Iteration 0F: 3 clusters Score -102051.8 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -102276.437500 Penalty: 2181.315674
	Iteration 1F: 3 clusters Score -102276.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -102345.015625 Penalty: 2181.315674
	Iteration 2F: 3 clusters Score -102345 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -102383.906250 Penalty: 2181.315674
	Iteration 3Q: 3 clusters Score -102383.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -102400.117188 Penalty: 2181.315674
	Iteration 4Q: 3 clusters Score -102400.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -102405.406250 Penalty: 2181.315674
	Iteration 5Q: 3 clusters Score -102405.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -102407.890625 Penalty: 2181.315674
	Iteration 6Q: 3 clusters Score -102407.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -102408.617188 Penalty: 2181.315674
	Iteration 7Q: 3 clusters Score -102408.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -102409.367188 Penalty: 2181.315674
	Iteration 8Q: 3 clusters Score -102409.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -102412.820312 Penalty: 2181.315674
	Iteration 9Q: 3 clusters Score -102412.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -102415.015625 Penalty: 2181.315674
	Iteration 10Q: 3 clusters Score -102415 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -102415.640625 Penalty: 2181.315674
	Iteration 11Q: 3 clusters Score -102415.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -102415.640625 Penalty: 2181.315674
	Iteration 12F: 3 clusters Score -102415.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (498 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Entering Unmasked Estep 
Score: -53268.843750 Penalty: 1009.222473
	Iteration 0F: 2 clusters Score -53268.84 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 235 members 
Entering Unmasked Estep 
Score: -52313.191406 Penalty: 2018.444946
	Iteration 0F: 3 clusters Score -52313.19 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -52596.804688 Penalty: 2018.444946
	Iteration 1F: 3 clusters Score -52596.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -52742.816406 Penalty: 2018.444946
	Iteration 2F: 3 clusters Score -52742.82 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -52853.011719 Penalty: 2018.444946
	Iteration 3F: 3 clusters Score -52853.01 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -52905.648438 Penalty: 2018.444946
	Iteration 4F: 3 clusters Score -52905.65 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -52934.648438 Penalty: 2018.444946
	Iteration 5Q: 3 clusters Score -52934.65 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -52945.289062 Penalty: 2018.444946
	Iteration 6Q: 3 clusters Score -52945.29 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -52950.910156 Penalty: 2018.444946
	Iteration 7Q: 3 clusters Score -52950.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -52960.042969 Penalty: 2018.444946
	Iteration 8Q: 3 clusters Score -52960.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -52965.746094 Penalty: 2018.444946
	Iteration 9Q: 3 clusters Score -52965.75 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -52971.179688 Penalty: 2018.444946
	Iteration 10Q: 3 clusters Score -52971.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -52971.179688 Penalty: 2018.444946
	Iteration 11F: 3 clusters Score -52971.18 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (22062 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22062 members 
Entering Unmasked Estep 
Score: -2818372.750000 Penalty: 1625.261963
	Iteration 0F: 2 clusters Score -2818373 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11017 members 
Mstep: Class 2 contains 11045 members 
Entering Unmasked Estep 
Score: -2803395.250000 Penalty: 3250.523926
	Iteration 0F: 3 clusters Score -2803395 nChanged 10159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10880 members 
Mstep: Class 2 contains 11182 members 
Entering Unmasked Estep 
Score: -2809083.500000 Penalty: 3250.523926
	Iteration 1F: 3 clusters Score -2809084 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10822 members 
Mstep: Class 2 contains 11240 members 
Entering Unmasked Estep 
Score: -2809505.000000 Penalty: 3250.523926
	Iteration 2F: 3 clusters Score -2809505 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10761 members 
Mstep: Class 2 contains 11301 members 
Entering Unmasked Estep 
Score: -2809950.500000 Penalty: 3250.523926
	Iteration 3Q: 3 clusters Score -2809950 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10677 members 
Mstep: Class 2 contains 11385 members 
Entering Unmasked Estep 
Score: -2810368.750000 Penalty: 3250.523926
	Iteration 4Q: 3 clusters Score -2810369 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10563 members 
Mstep: Class 2 contains 11499 members 
Entering Unmasked Estep 
Score: -2810736.750000 Penalty: 3250.523926
	Iteration 5Q: 3 clusters Score -2810737 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10420 members 
Mstep: Class 2 contains 11642 members 
Entering Unmasked Estep 
Score: -2811104.750000 Penalty: 3250.523926
	Iteration 6Q: 3 clusters Score -2811105 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10235 members 
Mstep: Class 2 contains 11827 members 
Entering Unmasked Estep 
Score: -2811477.250000 Penalty: 3250.523926
	Iteration 7Q: 3 clusters Score -2811477 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10060 members 
Mstep: Class 2 contains 12002 members 
Entering Unmasked Estep 
Score: -2811894.000000 Penalty: 3250.523926
	Iteration 8Q: 3 clusters Score -2811894 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9869 members 
Mstep: Class 2 contains 12193 members 
Entering Unmasked Estep 
Score: -2812358.500000 Penalty: 3250.523926
	Iteration 9Q: 3 clusters Score -2812358 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9647 members 
Mstep: Class 2 contains 12415 members 
Entering Unmasked Estep 
Score: -2812830.500000 Penalty: 3250.523926
	Iteration 10Q: 3 clusters Score -2812830 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9444 members 
Mstep: Class 2 contains 12618 members 
Entering Unmasked Estep 
Score: -2813247.250000 Penalty: 3250.523926
	Iteration 11Q: 3 clusters Score -2813247 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9256 members 
Mstep: Class 2 contains 12806 members 
Entering Unmasked Estep 
Score: -2813501.000000 Penalty: 3250.523926
	Iteration 12Q: 3 clusters Score -2813501 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9067 members 
Mstep: Class 2 contains 12995 members 
Entering Unmasked Estep 
Score: -2813671.250000 Penalty: 3250.523926
	Iteration 13Q: 3 clusters Score -2813671 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8873 members 
Mstep: Class 2 contains 13189 members 
Entering Unmasked Estep 
Score: -2813785.250000 Penalty: 3250.523926
	Iteration 14Q: 3 clusters Score -2813785 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8698 members 
Mstep: Class 2 contains 13364 members 
Entering Unmasked Estep 
Score: -2813879.250000 Penalty: 3250.523926
	Iteration 15Q: 3 clusters Score -2813879 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8514 members 
Mstep: Class 2 contains 13548 members 
Entering Unmasked Estep 
Score: -2813981.250000 Penalty: 3250.523926
	Iteration 16Q: 3 clusters Score -2813981 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8294 members 
Mstep: Class 2 contains 13768 members 
Entering Unmasked Estep 
Score: -2814069.750000 Penalty: 3250.523926
	Iteration 17Q: 3 clusters Score -2814070 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8055 members 
Mstep: Class 2 contains 14007 members 
Entering Unmasked Estep 
Score: -2814188.250000 Penalty: 3250.523926
	Iteration 18Q: 3 clusters Score -2814188 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7794 members 
Mstep: Class 2 contains 14268 members 
Entering Unmasked Estep 
Score: -2814291.750000 Penalty: 3250.523926
	Iteration 19Q: 3 clusters Score -2814292 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7519 members 
Mstep: Class 2 contains 14543 members 
Entering Unmasked Estep 
Score: -2814421.250000 Penalty: 3250.523926
	Iteration 20F: 3 clusters Score -2814421 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7259 members 
Mstep: Class 2 contains 14803 members 
Entering Unmasked Estep 
Score: -2814553.250000 Penalty: 3250.523926
	Iteration 21Q: 3 clusters Score -2814553 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7000 members 
Mstep: Class 2 contains 15062 members 
Entering Unmasked Estep 
Score: -2814683.000000 Penalty: 3250.523926
	Iteration 22Q: 3 clusters Score -2814683 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6738 members 
Mstep: Class 2 contains 15324 members 
Entering Unmasked Estep 
Score: -2814810.500000 Penalty: 3250.523926
	Iteration 23Q: 3 clusters Score -2814810 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6458 members 
Mstep: Class 2 contains 15604 members 
Entering Unmasked Estep 
Score: -2814962.500000 Penalty: 3250.523926
	Iteration 24Q: 3 clusters Score -2814962 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6149 members 
Mstep: Class 2 contains 15913 members 
Entering Unmasked Estep 
Score: -2815152.000000 Penalty: 3250.523926
	Iteration 25Q: 3 clusters Score -2815152 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5847 members 
Mstep: Class 2 contains 16215 members 
Entering Unmasked Estep 
Score: -2815320.750000 Penalty: 3250.523926
	Iteration 26Q: 3 clusters Score -2815321 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5562 members 
Mstep: Class 2 contains 16500 members 
Entering Unmasked Estep 
Score: -2815492.000000 Penalty: 3250.523926
	Iteration 27Q: 3 clusters Score -2815492 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5292 members 
Mstep: Class 2 contains 16770 members 
Entering Unmasked Estep 
Score: -2815641.250000 Penalty: 3250.523926
	Iteration 28Q: 3 clusters Score -2815641 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 17043 members 
Entering Unmasked Estep 
Score: -2815761.250000 Penalty: 3250.523926
	Iteration 29Q: 3 clusters Score -2815761 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 17289 members 
Entering Unmasked Estep 
Score: -2815868.500000 Penalty: 3250.523926
	Iteration 30Q: 3 clusters Score -2815868 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 17520 members 
Entering Unmasked Estep 
Score: -2815971.000000 Penalty: 3250.523926
	Iteration 31Q: 3 clusters Score -2815971 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 17754 members 
Entering Unmasked Estep 
Score: -2816074.250000 Penalty: 3250.523926
	Iteration 32Q: 3 clusters Score -2816074 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 17974 members 
Entering Unmasked Estep 
Score: -2816163.500000 Penalty: 3250.523926
	Iteration 33Q: 3 clusters Score -2816164 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 18178 members 
Entering Unmasked Estep 
Score: -2816237.750000 Penalty: 3250.523926
	Iteration 34Q: 3 clusters Score -2816238 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 18388 members 
Entering Unmasked Estep 
Score: -2816301.000000 Penalty: 3250.523926
	Iteration 35Q: 3 clusters Score -2816301 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 18596 members 
Entering Unmasked Estep 
Score: -2816390.750000 Penalty: 3250.523926
	Iteration 36Q: 3 clusters Score -2816391 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 18789 members 
Entering Unmasked Estep 
Score: -2816472.500000 Penalty: 3250.523926
	Iteration 37Q: 3 clusters Score -2816472 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 18990 members 
Entering Unmasked Estep 
Score: -2816537.250000 Penalty: 3250.523926
	Iteration 38Q: 3 clusters Score -2816537 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 19169 members 
Entering Unmasked Estep 
Score: -2816600.000000 Penalty: 3250.523926
	Iteration 39Q: 3 clusters Score -2816600 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 19338 members 
Entering Unmasked Estep 
Score: -2816666.750000 Penalty: 3250.523926
	Iteration 40F: 3 clusters Score -2816667 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 19515 members 
Entering Unmasked Estep 
Score: -2816733.000000 Penalty: 3250.523926
	Iteration 41Q: 3 clusters Score -2816733 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 19664 members 
Entering Unmasked Estep 
Score: -2816781.500000 Penalty: 3250.523926
	Iteration 42Q: 3 clusters Score -2816782 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 19790 members 
Entering Unmasked Estep 
Score: -2816823.750000 Penalty: 3250.523926
	Iteration 43Q: 3 clusters Score -2816824 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 19889 members 
Entering Unmasked Estep 
Score: -2816854.250000 Penalty: 3250.523926
	Iteration 44Q: 3 clusters Score -2816854 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 19959 members 
Entering Unmasked Estep 
Score: -2816873.250000 Penalty: 3250.523926
	Iteration 45Q: 3 clusters Score -2816873 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 20041 members 
Entering Unmasked Estep 
Score: -2816893.250000 Penalty: 3250.523926
	Iteration 46Q: 3 clusters Score -2816893 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 20122 members 
Entering Unmasked Estep 
Score: -2816920.000000 Penalty: 3250.523926
	Iteration 47Q: 3 clusters Score -2816920 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 20198 members 
Entering Unmasked Estep 
Score: -2816947.000000 Penalty: 3250.523926
	Iteration 48Q: 3 clusters Score -2816947 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 20246 members 
Entering Unmasked Estep 
Score: -2816957.250000 Penalty: 3250.523926
	Iteration 49Q: 3 clusters Score -2816957 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 20293 members 
Entering Unmasked Estep 
Score: -2816967.750000 Penalty: 3250.523926
	Iteration 50Q: 3 clusters Score -2816968 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 20344 members 
Entering Unmasked Estep 
Score: -2816980.000000 Penalty: 3250.523926
	Iteration 51Q: 3 clusters Score -2816980 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 20383 members 
Entering Unmasked Estep 
Score: -2816995.500000 Penalty: 3250.523926
	Iteration 52Q: 3 clusters Score -2816996 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 20420 members 
Entering Unmasked Estep 
Score: -2817004.500000 Penalty: 3250.523926
	Iteration 53Q: 3 clusters Score -2817004 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 20456 members 
Entering Unmasked Estep 
Score: -2817011.500000 Penalty: 3250.523926
	Iteration 54Q: 3 clusters Score -2817012 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 20479 members 
Entering Unmasked Estep 
Score: -2817019.500000 Penalty: 3250.523926
	Iteration 55Q: 3 clusters Score -2817020 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 20505 members 
Entering Unmasked Estep 
Score: -2817027.500000 Penalty: 3250.523926
	Iteration 56Q: 3 clusters Score -2817028 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 20529 members 
Entering Unmasked Estep 
Score: -2817029.500000 Penalty: 3250.523926
	Iteration 57Q: 3 clusters Score -2817030 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 20543 members 
Entering Unmasked Estep 
Score: -2817034.000000 Penalty: 3250.523926
	Iteration 58Q: 3 clusters Score -2817034 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 20561 members 
Entering Unmasked Estep 
Score: -2817040.500000 Penalty: 3250.523926
	Iteration 59Q: 3 clusters Score -2817040 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 20579 members 
Entering Unmasked Estep 
Score: -2817044.500000 Penalty: 3250.523926
	Iteration 60F: 3 clusters Score -2817044 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 20597 members 
Entering Unmasked Estep 
Score: -2817043.500000 Penalty: 3250.523926
	Iteration 61Q: 3 clusters Score -2817044 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 20617 members 
Entering Unmasked Estep 
Score: -2817049.000000 Penalty: 3250.523926
	Iteration 62Q: 3 clusters Score -2817049 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 20634 members 
Entering Unmasked Estep 
Score: -2817054.750000 Penalty: 3250.523926
	Iteration 63Q: 3 clusters Score -2817055 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 20653 members 
Entering Unmasked Estep 
Score: -2817055.750000 Penalty: 3250.523926
	Iteration 64Q: 3 clusters Score -2817056 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 20675 members 
Entering Unmasked Estep 
Score: -2817060.750000 Penalty: 3250.523926
	Iteration 65Q: 3 clusters Score -2817061 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 20697 members 
Entering Unmasked Estep 
Score: -2817070.250000 Penalty: 3250.523926
	Iteration 66Q: 3 clusters Score -2817070 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 20723 members 
Entering Unmasked Estep 
Score: -2817075.250000 Penalty: 3250.523926
	Iteration 67Q: 3 clusters Score -2817075 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 20742 members 
Entering Unmasked Estep 
Score: -2817089.750000 Penalty: 3250.523926
	Iteration 68Q: 3 clusters Score -2817090 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 20763 members 
Entering Unmasked Estep 
Score: -2817090.250000 Penalty: 3250.523926
	Iteration 69Q: 3 clusters Score -2817090 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 20784 members 
Entering Unmasked Estep 
Score: -2817094.500000 Penalty: 3250.523926
	Iteration 70Q: 3 clusters Score -2817094 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 20798 members 
Entering Unmasked Estep 
Score: -2817105.000000 Penalty: 3250.523926
	Iteration 71Q: 3 clusters Score -2817105 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 20811 members 
Entering Unmasked Estep 
Score: -2817104.500000 Penalty: 3250.523926
	Iteration 72Q: 3 clusters Score -2817104 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 20822 members 
Entering Unmasked Estep 
Score: -2817112.000000 Penalty: 3250.523926
	Iteration 73Q: 3 clusters Score -2817112 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 20835 members 
Entering Unmasked Estep 
Score: -2817115.750000 Penalty: 3250.523926
	Iteration 74Q: 3 clusters Score -2817116 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 20846 members 
Entering Unmasked Estep 
Score: -2817112.750000 Penalty: 3250.523926
	Iteration 75Q: 3 clusters Score -2817113 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 20854 members 
Entering Unmasked Estep 
Score: -2817110.750000 Penalty: 3250.523926
	Iteration 76Q: 3 clusters Score -2817111 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 20860 members 
Entering Unmasked Estep 
Score: -2817113.000000 Penalty: 3250.523926
	Iteration 77Q: 3 clusters Score -2817113 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 20863 members 
Entering Unmasked Estep 
Score: -2817115.000000 Penalty: 3250.523926
	Iteration 78Q: 3 clusters Score -2817115 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 20866 members 
Entering Unmasked Estep 
Score: -2817116.750000 Penalty: 3250.523926
	Iteration 79Q: 3 clusters Score -2817117 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 20871 members 
Entering Unmasked Estep 
Score: -2817122.000000 Penalty: 3250.523926
	Iteration 80F: 3 clusters Score -2817122 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 20878 members 
Entering Unmasked Estep 
Score: -2817122.250000 Penalty: 3250.523926
	Iteration 81Q: 3 clusters Score -2817122 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 20886 members 
Entering Unmasked Estep 
Score: -2817126.500000 Penalty: 3250.523926
	Iteration 82Q: 3 clusters Score -2817126 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 20894 members 
Entering Unmasked Estep 
Score: -2817134.500000 Penalty: 3250.523926
	Iteration 83Q: 3 clusters Score -2817134 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 20904 members 
Entering Unmasked Estep 
Score: -2817135.750000 Penalty: 3250.523926
	Iteration 84Q: 3 clusters Score -2817136 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 20909 members 
Entering Unmasked Estep 
Score: -2817138.500000 Penalty: 3250.523926
	Iteration 85Q: 3 clusters Score -2817138 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 20913 members 
Entering Unmasked Estep 
Score: -2817136.250000 Penalty: 3250.523926
	Iteration 86Q: 3 clusters Score -2817136 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 20917 members 
Entering Unmasked Estep 
Score: -2817140.000000 Penalty: 3250.523926
	Iteration 87Q: 3 clusters Score -2817140 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 20922 members 
Entering Unmasked Estep 
Score: -2817137.000000 Penalty: 3250.523926
	Iteration 88Q: 3 clusters Score -2817137 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 20926 members 
Entering Unmasked Estep 
Score: -2817137.750000 Penalty: 3250.523926
	Iteration 89Q: 3 clusters Score -2817138 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 20930 members 
Entering Unmasked Estep 
Score: -2817139.250000 Penalty: 3250.523926
	Iteration 90Q: 3 clusters Score -2817139 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 20930 members 
Entering Unmasked Estep 
Score: -2817139.250000 Penalty: 3250.523926
	Iteration 91F: 3 clusters Score -2817139 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (3257 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Entering Unmasked Estep 
Score: -408759.218750 Penalty: 1314.391357
	Iteration 0F: 2 clusters Score -408759.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -405921.406250 Penalty: 2628.782715
	Iteration 0F: 3 clusters Score -405921.4 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -406716.906250 Penalty: 2628.782715
	Iteration 1F: 3 clusters Score -406716.9 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -406926.875000 Penalty: 2628.782715
	Iteration 2F: 3 clusters Score -406926.9 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -407112.281250 Penalty: 2628.782715
	Iteration 3F: 3 clusters Score -407112.3 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -407288.812500 Penalty: 2628.782715
	Iteration 4F: 3 clusters Score -407288.8 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -407431.875000 Penalty: 2628.782715
	Iteration 5F: 3 clusters Score -407431.9 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -407529.406250 Penalty: 2628.782715
	Iteration 6Q: 3 clusters Score -407529.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -407597.687500 Penalty: 2628.782715
	Iteration 7Q: 3 clusters Score -407597.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -407642.343750 Penalty: 2628.782715
	Iteration 8Q: 3 clusters Score -407642.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -407670.093750 Penalty: 2628.782715
	Iteration 9Q: 3 clusters Score -407670.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -407697.781250 Penalty: 2628.782715
	Iteration 10Q: 3 clusters Score -407697.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -407720.218750 Penalty: 2628.782715
	Iteration 11Q: 3 clusters Score -407720.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -407731.468750 Penalty: 2628.782715
	Iteration 12Q: 3 clusters Score -407731.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -407737.250000 Penalty: 2628.782715
	Iteration 13Q: 3 clusters Score -407737.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -407743.656250 Penalty: 2628.782715
	Iteration 14Q: 3 clusters Score -407743.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -407747.250000 Penalty: 2628.782715
	Iteration 15Q: 3 clusters Score -407747.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -407751.656250 Penalty: 2628.782715
	Iteration 16Q: 3 clusters Score -407751.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -407754.187500 Penalty: 2628.782715
	Iteration 17Q: 3 clusters Score -407754.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -407756.656250 Penalty: 2628.782715
	Iteration 18Q: 3 clusters Score -407756.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -407757.937500 Penalty: 2628.782715
	Iteration 19Q: 3 clusters Score -407757.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -407760.250000 Penalty: 2628.782715
	Iteration 20F: 3 clusters Score -407760.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -407761.343750 Penalty: 2628.782715
	Iteration 21Q: 3 clusters Score -407761.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -407761.593750 Penalty: 2628.782715
	Iteration 22Q: 3 clusters Score -407761.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -407762.281250 Penalty: 2628.782715
	Iteration 23Q: 3 clusters Score -407762.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -407763.031250 Penalty: 2628.782715
	Iteration 24Q: 3 clusters Score -407763 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -407762.843750 Penalty: 2628.782715
	Iteration 25Q: 3 clusters Score -407762.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -407762.937500 Penalty: 2628.782715
	Iteration 26Q: 3 clusters Score -407762.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -407762.937500 Penalty: 2628.782715
	Iteration 27F: 3 clusters Score -407762.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (20479 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20479 members 
Entering Unmasked Estep 
Score: -2583576.500000 Penalty: 1613.162720
	Iteration 0F: 2 clusters Score -2583576 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10243 members 
Mstep: Class 2 contains 10236 members 
Entering Unmasked Estep 
Score: -2569766.500000 Penalty: 3226.325439
	Iteration 0F: 3 clusters Score -2569766 nChanged 9143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10118 members 
Mstep: Class 2 contains 10361 members 
Entering Unmasked Estep 
Score: -2574733.000000 Penalty: 3226.325439
	Iteration 1F: 3 clusters Score -2574733 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10077 members 
Mstep: Class 2 contains 10402 members 
Entering Unmasked Estep 
Score: -2575119.000000 Penalty: 3226.325439
	Iteration 2F: 3 clusters Score -2575119 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10024 members 
Mstep: Class 2 contains 10455 members 
Entering Unmasked Estep 
Score: -2575485.500000 Penalty: 3226.325439
	Iteration 3Q: 3 clusters Score -2575486 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10025 members 
Mstep: Class 2 contains 10454 members 
Entering Unmasked Estep 
Score: -2575891.500000 Penalty: 3226.325439
	Iteration 4Q: 3 clusters Score -2575892 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10025 members 
Mstep: Class 2 contains 10454 members 
Entering Unmasked Estep 
Score: -2576350.250000 Penalty: 3226.325439
	Iteration 5Q: 3 clusters Score -2576350 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10072 members 
Mstep: Class 2 contains 10407 members 
Entering Unmasked Estep 
Score: -2576902.750000 Penalty: 3226.325439
	Iteration 6Q: 3 clusters Score -2576903 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10177 members 
Mstep: Class 2 contains 10302 members 
Entering Unmasked Estep 
Score: -2577519.250000 Penalty: 3226.325439
	Iteration 7F: 3 clusters Score -2577519 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10324 members 
Mstep: Class 2 contains 10155 members 
Entering Unmasked Estep 
Score: -2578254.250000 Penalty: 3226.325439
	Iteration 8F: 3 clusters Score -2578254 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10470 members 
Mstep: Class 2 contains 10009 members 
Entering Unmasked Estep 
Score: -2578917.500000 Penalty: 3226.325439
	Iteration 9F: 3 clusters Score -2578918 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10610 members 
Mstep: Class 2 contains 9869 members 
Entering Unmasked Estep 
Score: -2579338.750000 Penalty: 3226.325439
	Iteration 10Q: 3 clusters Score -2579339 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10756 members 
Mstep: Class 2 contains 9723 members 
Entering Unmasked Estep 
Score: -2579591.250000 Penalty: 3226.325439
	Iteration 11Q: 3 clusters Score -2579591 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10930 members 
Mstep: Class 2 contains 9549 members 
Entering Unmasked Estep 
Score: -2579730.250000 Penalty: 3226.325439
	Iteration 12Q: 3 clusters Score -2579730 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11060 members 
Mstep: Class 2 contains 9419 members 
Entering Unmasked Estep 
Score: -2579814.250000 Penalty: 3226.325439
	Iteration 13Q: 3 clusters Score -2579814 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11194 members 
Mstep: Class 2 contains 9285 members 
Entering Unmasked Estep 
Score: -2579875.000000 Penalty: 3226.325439
	Iteration 14Q: 3 clusters Score -2579875 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11339 members 
Mstep: Class 2 contains 9140 members 
Entering Unmasked Estep 
Score: -2579929.250000 Penalty: 3226.325439
	Iteration 15Q: 3 clusters Score -2579929 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11493 members 
Mstep: Class 2 contains 8986 members 
Entering Unmasked Estep 
Score: -2579971.750000 Penalty: 3226.325439
	Iteration 16Q: 3 clusters Score -2579972 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11644 members 
Mstep: Class 2 contains 8835 members 
Entering Unmasked Estep 
Score: -2580014.750000 Penalty: 3226.325439
	Iteration 17Q: 3 clusters Score -2580015 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11813 members 
Mstep: Class 2 contains 8666 members 
Entering Unmasked Estep 
Score: -2580061.500000 Penalty: 3226.325439
	Iteration 18Q: 3 clusters Score -2580062 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11978 members 
Mstep: Class 2 contains 8501 members 
Entering Unmasked Estep 
Score: -2580098.250000 Penalty: 3226.325439
	Iteration 19Q: 3 clusters Score -2580098 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12148 members 
Mstep: Class 2 contains 8331 members 
Entering Unmasked Estep 
Score: -2580140.250000 Penalty: 3226.325439
	Iteration 20F: 3 clusters Score -2580140 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12307 members 
Mstep: Class 2 contains 8172 members 
Entering Unmasked Estep 
Score: -2580177.500000 Penalty: 3226.325439
	Iteration 21Q: 3 clusters Score -2580178 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12502 members 
Mstep: Class 2 contains 7977 members 
Entering Unmasked Estep 
Score: -2580213.250000 Penalty: 3226.325439
	Iteration 22Q: 3 clusters Score -2580213 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12691 members 
Mstep: Class 2 contains 7788 members 
Entering Unmasked Estep 
Score: -2580256.000000 Penalty: 3226.325439
	Iteration 23Q: 3 clusters Score -2580256 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12883 members 
Mstep: Class 2 contains 7596 members 
Entering Unmasked Estep 
Score: -2580307.000000 Penalty: 3226.325439
	Iteration 24Q: 3 clusters Score -2580307 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13066 members 
Mstep: Class 2 contains 7413 members 
Entering Unmasked Estep 
Score: -2580346.750000 Penalty: 3226.325439
	Iteration 25Q: 3 clusters Score -2580347 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13262 members 
Mstep: Class 2 contains 7217 members 
Entering Unmasked Estep 
Score: -2580384.750000 Penalty: 3226.325439
	Iteration 26Q: 3 clusters Score -2580385 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13453 members 
Mstep: Class 2 contains 7026 members 
Entering Unmasked Estep 
Score: -2580438.000000 Penalty: 3226.325439
	Iteration 27Q: 3 clusters Score -2580438 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13628 members 
Mstep: Class 2 contains 6851 members 
Entering Unmasked Estep 
Score: -2580467.500000 Penalty: 3226.325439
	Iteration 28Q: 3 clusters Score -2580468 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13799 members 
Mstep: Class 2 contains 6680 members 
Entering Unmasked Estep 
Score: -2580512.250000 Penalty: 3226.325439
	Iteration 29Q: 3 clusters Score -2580512 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13970 members 
Mstep: Class 2 contains 6509 members 
Entering Unmasked Estep 
Score: -2580556.000000 Penalty: 3226.325439
	Iteration 30Q: 3 clusters Score -2580556 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14157 members 
Mstep: Class 2 contains 6322 members 
Entering Unmasked Estep 
Score: -2580606.250000 Penalty: 3226.325439
	Iteration 31Q: 3 clusters Score -2580606 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14339 members 
Mstep: Class 2 contains 6140 members 
Entering Unmasked Estep 
Score: -2580660.000000 Penalty: 3226.325439
	Iteration 32Q: 3 clusters Score -2580660 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14543 members 
Mstep: Class 2 contains 5936 members 
Entering Unmasked Estep 
Score: -2580712.750000 Penalty: 3226.325439
	Iteration 33Q: 3 clusters Score -2580713 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14755 members 
Mstep: Class 2 contains 5724 members 
Entering Unmasked Estep 
Score: -2580787.000000 Penalty: 3226.325439
	Iteration 34Q: 3 clusters Score -2580787 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15001 members 
Mstep: Class 2 contains 5478 members 
Entering Unmasked Estep 
Score: -2580873.000000 Penalty: 3226.325439
	Iteration 35Q: 3 clusters Score -2580873 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15262 members 
Mstep: Class 2 contains 5217 members 
Entering Unmasked Estep 
Score: -2580973.250000 Penalty: 3226.325439
	Iteration 36Q: 3 clusters Score -2580973 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15512 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -2581064.000000 Penalty: 3226.325439
	Iteration 37Q: 3 clusters Score -2581064 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15748 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -2581158.000000 Penalty: 3226.325439
	Iteration 38Q: 3 clusters Score -2581158 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15961 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -2581231.500000 Penalty: 3226.325439
	Iteration 39Q: 3 clusters Score -2581232 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16177 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -2581308.750000 Penalty: 3226.325439
	Iteration 40F: 3 clusters Score -2581309 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16378 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -2581386.000000 Penalty: 3226.325439
	Iteration 41Q: 3 clusters Score -2581386 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16562 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -2581440.750000 Penalty: 3226.325439
	Iteration 42Q: 3 clusters Score -2581441 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16734 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -2581504.000000 Penalty: 3226.325439
	Iteration 43Q: 3 clusters Score -2581504 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16887 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -2581545.500000 Penalty: 3226.325439
	Iteration 44Q: 3 clusters Score -2581546 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17034 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -2581596.250000 Penalty: 3226.325439
	Iteration 45Q: 3 clusters Score -2581596 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17151 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -2581626.750000 Penalty: 3226.325439
	Iteration 46Q: 3 clusters Score -2581627 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17261 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -2581658.500000 Penalty: 3226.325439
	Iteration 47Q: 3 clusters Score -2581658 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17356 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -2581676.750000 Penalty: 3226.325439
	Iteration 48Q: 3 clusters Score -2581677 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17447 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -2581693.750000 Penalty: 3226.325439
	Iteration 49Q: 3 clusters Score -2581694 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17544 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -2581718.000000 Penalty: 3226.325439
	Iteration 50Q: 3 clusters Score -2581718 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17631 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -2581743.000000 Penalty: 3226.325439
	Iteration 51Q: 3 clusters Score -2581743 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17725 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -2581765.000000 Penalty: 3226.325439
	Iteration 52Q: 3 clusters Score -2581765 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17817 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -2581787.500000 Penalty: 3226.325439
	Iteration 53Q: 3 clusters Score -2581788 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17894 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -2581804.750000 Penalty: 3226.325439
	Iteration 54Q: 3 clusters Score -2581805 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17970 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -2581822.250000 Penalty: 3226.325439
	Iteration 55Q: 3 clusters Score -2581822 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18048 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -2581834.500000 Penalty: 3226.325439
	Iteration 56Q: 3 clusters Score -2581834 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18118 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -2581863.000000 Penalty: 3226.325439
	Iteration 57Q: 3 clusters Score -2581863 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18185 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -2581884.750000 Penalty: 3226.325439
	Iteration 58Q: 3 clusters Score -2581885 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18248 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -2581899.000000 Penalty: 3226.325439
	Iteration 59Q: 3 clusters Score -2581899 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18299 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -2581908.500000 Penalty: 3226.325439
	Iteration 60F: 3 clusters Score -2581908 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18350 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -2581914.500000 Penalty: 3226.325439
	Iteration 61Q: 3 clusters Score -2581914 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18393 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -2581923.250000 Penalty: 3226.325439
	Iteration 62Q: 3 clusters Score -2581923 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18444 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -2581939.000000 Penalty: 3226.325439
	Iteration 63Q: 3 clusters Score -2581939 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18486 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -2581952.000000 Penalty: 3226.325439
	Iteration 64Q: 3 clusters Score -2581952 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18530 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -2581964.750000 Penalty: 3226.325439
	Iteration 65Q: 3 clusters Score -2581965 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18578 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -2581977.000000 Penalty: 3226.325439
	Iteration 66Q: 3 clusters Score -2581977 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18620 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -2581987.250000 Penalty: 3226.325439
	Iteration 67Q: 3 clusters Score -2581987 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18663 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -2581995.250000 Penalty: 3226.325439
	Iteration 68Q: 3 clusters Score -2581995 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18697 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -2582002.250000 Penalty: 3226.325439
	Iteration 69Q: 3 clusters Score -2582002 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18740 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -2582017.750000 Penalty: 3226.325439
	Iteration 70Q: 3 clusters Score -2582018 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18784 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -2582029.500000 Penalty: 3226.325439
	Iteration 71Q: 3 clusters Score -2582030 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18822 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -2582039.250000 Penalty: 3226.325439
	Iteration 72Q: 3 clusters Score -2582039 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18857 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -2582047.750000 Penalty: 3226.325439
	Iteration 73Q: 3 clusters Score -2582048 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18892 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -2582050.500000 Penalty: 3226.325439
	Iteration 74Q: 3 clusters Score -2582050 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18922 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -2582055.750000 Penalty: 3226.325439
	Iteration 75Q: 3 clusters Score -2582056 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18954 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -2582067.000000 Penalty: 3226.325439
	Iteration 76Q: 3 clusters Score -2582067 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18988 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -2582078.250000 Penalty: 3226.325439
	Iteration 77Q: 3 clusters Score -2582078 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19027 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -2582096.500000 Penalty: 3226.325439
	Iteration 78Q: 3 clusters Score -2582096 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19069 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -2582109.250000 Penalty: 3226.325439
	Iteration 79Q: 3 clusters Score -2582109 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19099 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -2582114.750000 Penalty: 3226.325439
	Iteration 80F: 3 clusters Score -2582115 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19127 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -2582121.750000 Penalty: 3226.325439
	Iteration 81Q: 3 clusters Score -2582122 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19156 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -2582125.500000 Penalty: 3226.325439
	Iteration 82Q: 3 clusters Score -2582126 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19174 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -2582129.750000 Penalty: 3226.325439
	Iteration 83Q: 3 clusters Score -2582130 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19199 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -2582138.000000 Penalty: 3226.325439
	Iteration 84Q: 3 clusters Score -2582138 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19221 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -2582142.000000 Penalty: 3226.325439
	Iteration 85Q: 3 clusters Score -2582142 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19242 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -2582145.750000 Penalty: 3226.325439
	Iteration 86Q: 3 clusters Score -2582146 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19259 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -2582150.250000 Penalty: 3226.325439
	Iteration 87Q: 3 clusters Score -2582150 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19269 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -2582150.000000 Penalty: 3226.325439
	Iteration 88Q: 3 clusters Score -2582150 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19276 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -2582154.250000 Penalty: 3226.325439
	Iteration 89Q: 3 clusters Score -2582154 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19285 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -2582152.500000 Penalty: 3226.325439
	Iteration 90Q: 3 clusters Score -2582152 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19293 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -2582156.250000 Penalty: 3226.325439
	Iteration 91Q: 3 clusters Score -2582156 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19301 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -2582156.500000 Penalty: 3226.325439
	Iteration 92Q: 3 clusters Score -2582156 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19307 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -2582161.000000 Penalty: 3226.325439
	Iteration 93Q: 3 clusters Score -2582161 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19313 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -2582161.250000 Penalty: 3226.325439
	Iteration 94Q: 3 clusters Score -2582161 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19314 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -2582162.750000 Penalty: 3226.325439
	Iteration 95Q: 3 clusters Score -2582163 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19317 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -2582163.000000 Penalty: 3226.325439
	Iteration 96Q: 3 clusters Score -2582163 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19320 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -2582161.000000 Penalty: 3226.325439
	Iteration 97Q: 3 clusters Score -2582161 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19323 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -2582163.000000 Penalty: 3226.325439
	Iteration 98Q: 3 clusters Score -2582163 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19326 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -2582160.750000 Penalty: 3226.325439
	Iteration 99Q: 3 clusters Score -2582161 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19329 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -2582161.250000 Penalty: 3226.325439
	Iteration 100F: 3 clusters Score -2582161 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19333 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -2582162.500000 Penalty: 3226.325439
	Iteration 101Q: 3 clusters Score -2582162 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19336 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -2582163.000000 Penalty: 3226.325439
	Iteration 102Q: 3 clusters Score -2582163 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19338 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -2582164.500000 Penalty: 3226.325439
	Iteration 103Q: 3 clusters Score -2582164 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19339 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -2582165.500000 Penalty: 3226.325439
	Iteration 104Q: 3 clusters Score -2582166 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19339 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -2582165.500000 Penalty: 3226.325439
	Iteration 105F: 3 clusters Score -2582166 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (92022 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92022 members 
Entering Unmasked Estep 
Score: -11640764.000000 Penalty: 1857.339722
	Iteration 0F: 2 clusters Score -1.164076e+07 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 45986 members 
Entering Unmasked Estep 
Score: -11579430.000000 Penalty: 3714.679443
	Iteration 0F: 3 clusters Score -1.157943e+07 nChanged 44194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46188 members 
Mstep: Class 2 contains 45834 members 
Entering Unmasked Estep 
Score: -11604960.000000 Penalty: 3714.679443
	Iteration 1F: 3 clusters Score -1.160496e+07 nChanged 2989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46159 members 
Mstep: Class 2 contains 45863 members 
Entering Unmasked Estep 
Score: -11605682.000000 Penalty: 3714.679443
	Iteration 2Q: 3 clusters Score -1.160568e+07 nChanged 3202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46031 members 
Mstep: Class 2 contains 45991 members 
Entering Unmasked Estep 
Score: -11606610.000000 Penalty: 3714.679443
	Iteration 3Q: 3 clusters Score -1.160661e+07 nChanged 3750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45755 members 
Mstep: Class 2 contains 46267 members 
Entering Unmasked Estep 
Score: -11608061.000000 Penalty: 3714.679443
	Iteration 4Q: 3 clusters Score -1.160806e+07 nChanged 4356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45103 members 
Mstep: Class 2 contains 46919 members 
Entering Unmasked Estep 
Score: -11610299.000000 Penalty: 3714.679443
	Iteration 5Q: 3 clusters Score -1.16103e+07 nChanged 5323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43932 members 
Mstep: Class 2 contains 48090 members 
Entering Unmasked Estep 
Score: -11613564.000000 Penalty: 3714.679443
	Iteration 6F: 3 clusters Score -1.161356e+07 nChanged 6104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42070 members 
Mstep: Class 2 contains 49952 members 
Entering Unmasked Estep 
Score: -11617703.000000 Penalty: 3714.679443
	Iteration 7F: 3 clusters Score -1.16177e+07 nChanged 6139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39809 members 
Mstep: Class 2 contains 52213 members 
Entering Unmasked Estep 
Score: -11621877.000000 Penalty: 3714.679443
	Iteration 8F: 3 clusters Score -1.162188e+07 nChanged 5403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37522 members 
Mstep: Class 2 contains 54500 members 
Entering Unmasked Estep 
Score: -11625607.000000 Penalty: 3714.679443
	Iteration 9F: 3 clusters Score -1.162561e+07 nChanged 4129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35403 members 
Mstep: Class 2 contains 56619 members 
Entering Unmasked Estep 
Score: -11628214.000000 Penalty: 3714.679443
	Iteration 10Q: 3 clusters Score -1.162821e+07 nChanged 2949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33462 members 
Mstep: Class 2 contains 58560 members 
Entering Unmasked Estep 
Score: -11629767.000000 Penalty: 3714.679443
	Iteration 11Q: 3 clusters Score -1.162977e+07 nChanged 2272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31520 members 
Mstep: Class 2 contains 60502 members 
Entering Unmasked Estep 
Score: -11630915.000000 Penalty: 3714.679443
	Iteration 12Q: 3 clusters Score -1.163092e+07 nChanged 2005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29631 members 
Mstep: Class 2 contains 62391 members 
Entering Unmasked Estep 
Score: -11631825.000000 Penalty: 3714.679443
	Iteration 13Q: 3 clusters Score -1.163182e+07 nChanged 1915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27804 members 
Mstep: Class 2 contains 64218 members 
Entering Unmasked Estep 
Score: -11632774.000000 Penalty: 3714.679443
	Iteration 14Q: 3 clusters Score -1.163277e+07 nChanged 1824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26060 members 
Mstep: Class 2 contains 65962 members 
Entering Unmasked Estep 
Score: -11633714.000000 Penalty: 3714.679443
	Iteration 15Q: 3 clusters Score -1.163371e+07 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24400 members 
Mstep: Class 2 contains 67622 members 
Entering Unmasked Estep 
Score: -11634605.000000 Penalty: 3714.679443
	Iteration 16Q: 3 clusters Score -1.16346e+07 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22824 members 
Mstep: Class 2 contains 69198 members 
Entering Unmasked Estep 
Score: -11635432.000000 Penalty: 3714.679443
	Iteration 17Q: 3 clusters Score -1.163543e+07 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21391 members 
Mstep: Class 2 contains 70631 members 
Entering Unmasked Estep 
Score: -11636053.000000 Penalty: 3714.679443
	Iteration 18Q: 3 clusters Score -1.163605e+07 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20184 members 
Mstep: Class 2 contains 71838 members 
Entering Unmasked Estep 
Score: -11636608.000000 Penalty: 3714.679443
	Iteration 19Q: 3 clusters Score -1.163661e+07 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19067 members 
Mstep: Class 2 contains 72955 members 
Entering Unmasked Estep 
Score: -11636963.000000 Penalty: 3714.679443
	Iteration 20F: 3 clusters Score -1.163696e+07 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18086 members 
Mstep: Class 2 contains 73936 members 
Entering Unmasked Estep 
Score: -11637302.000000 Penalty: 3714.679443
	Iteration 21Q: 3 clusters Score -1.16373e+07 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17244 members 
Mstep: Class 2 contains 74778 members 
Entering Unmasked Estep 
Score: -11637590.000000 Penalty: 3714.679443
	Iteration 22Q: 3 clusters Score -1.163759e+07 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16497 members 
Mstep: Class 2 contains 75525 members 
Entering Unmasked Estep 
Score: -11637852.000000 Penalty: 3714.679443
	Iteration 23Q: 3 clusters Score -1.163785e+07 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15800 members 
Mstep: Class 2 contains 76222 members 
Entering Unmasked Estep 
Score: -11638039.000000 Penalty: 3714.679443
	Iteration 24Q: 3 clusters Score -1.163804e+07 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15155 members 
Mstep: Class 2 contains 76867 members 
Entering Unmasked Estep 
Score: -11638231.000000 Penalty: 3714.679443
	Iteration 25Q: 3 clusters Score -1.163823e+07 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14569 members 
Mstep: Class 2 contains 77453 members 
Entering Unmasked Estep 
Score: -11638333.000000 Penalty: 3714.679443
	Iteration 26Q: 3 clusters Score -1.163833e+07 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14015 members 
Mstep: Class 2 contains 78007 members 
Entering Unmasked Estep 
Score: -11638553.000000 Penalty: 3714.679443
	Iteration 27Q: 3 clusters Score -1.163855e+07 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13501 members 
Mstep: Class 2 contains 78521 members 
Entering Unmasked Estep 
Score: -11638656.000000 Penalty: 3714.679443
	Iteration 28Q: 3 clusters Score -1.163866e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13023 members 
Mstep: Class 2 contains 78999 members 
Entering Unmasked Estep 
Score: -11638748.000000 Penalty: 3714.679443
	Iteration 29Q: 3 clusters Score -1.163875e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12590 members 
Mstep: Class 2 contains 79432 members 
Entering Unmasked Estep 
Score: -11638861.000000 Penalty: 3714.679443
	Iteration 30Q: 3 clusters Score -1.163886e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12202 members 
Mstep: Class 2 contains 79820 members 
Entering Unmasked Estep 
Score: -11638977.000000 Penalty: 3714.679443
	Iteration 31Q: 3 clusters Score -1.163898e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11889 members 
Mstep: Class 2 contains 80133 members 
Entering Unmasked Estep 
Score: -11639025.000000 Penalty: 3714.679443
	Iteration 32Q: 3 clusters Score -1.163902e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11595 members 
Mstep: Class 2 contains 80427 members 
Entering Unmasked Estep 
Score: -11639078.000000 Penalty: 3714.679443
	Iteration 33Q: 3 clusters Score -1.163908e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11339 members 
Mstep: Class 2 contains 80683 members 
Entering Unmasked Estep 
Score: -11639109.000000 Penalty: 3714.679443
	Iteration 34Q: 3 clusters Score -1.163911e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11112 members 
Mstep: Class 2 contains 80910 members 
Entering Unmasked Estep 
Score: -11639179.000000 Penalty: 3714.679443
	Iteration 35Q: 3 clusters Score -1.163918e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10909 members 
Mstep: Class 2 contains 81113 members 
Entering Unmasked Estep 
Score: -11639188.000000 Penalty: 3714.679443
	Iteration 36Q: 3 clusters Score -1.163919e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10716 members 
Mstep: Class 2 contains 81306 members 
Entering Unmasked Estep 
Score: -11639169.000000 Penalty: 3714.679443
	Iteration 37Q: 3 clusters Score -1.163917e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10535 members 
Mstep: Class 2 contains 81487 members 
Entering Unmasked Estep 
Score: -11639215.000000 Penalty: 3714.679443
	Iteration 38Q: 3 clusters Score -1.163922e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10375 members 
Mstep: Class 2 contains 81647 members 
Entering Unmasked Estep 
Score: -11639199.000000 Penalty: 3714.679443
	Iteration 39Q: 3 clusters Score -1.16392e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10217 members 
Mstep: Class 2 contains 81805 members 
Entering Unmasked Estep 
Score: -11639236.000000 Penalty: 3714.679443
	Iteration 40F: 3 clusters Score -1.163924e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10078 members 
Mstep: Class 2 contains 81944 members 
Entering Unmasked Estep 
Score: -11639265.000000 Penalty: 3714.679443
	Iteration 41Q: 3 clusters Score -1.163926e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9956 members 
Mstep: Class 2 contains 82066 members 
Entering Unmasked Estep 
Score: -11639305.000000 Penalty: 3714.679443
	Iteration 42Q: 3 clusters Score -1.16393e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9829 members 
Mstep: Class 2 contains 82193 members 
Entering Unmasked Estep 
Score: -11639363.000000 Penalty: 3714.679443
	Iteration 43Q: 3 clusters Score -1.163936e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9717 members 
Mstep: Class 2 contains 82305 members 
Entering Unmasked Estep 
Score: -11639369.000000 Penalty: 3714.679443
	Iteration 44Q: 3 clusters Score -1.163937e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9606 members 
Mstep: Class 2 contains 82416 members 
Entering Unmasked Estep 
Score: -11639379.000000 Penalty: 3714.679443
	Iteration 45Q: 3 clusters Score -1.163938e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9518 members 
Mstep: Class 2 contains 82504 members 
Entering Unmasked Estep 
Score: -11639373.000000 Penalty: 3714.679443
	Iteration 46Q: 3 clusters Score -1.163937e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9428 members 
Mstep: Class 2 contains 82594 members 
Entering Unmasked Estep 
Score: -11639366.000000 Penalty: 3714.679443
	Iteration 47Q: 3 clusters Score -1.163937e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9357 members 
Mstep: Class 2 contains 82665 members 
Entering Unmasked Estep 
Score: -11639359.000000 Penalty: 3714.679443
	Iteration 48Q: 3 clusters Score -1.163936e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9290 members 
Mstep: Class 2 contains 82732 members 
Entering Unmasked Estep 
Score: -11639365.000000 Penalty: 3714.679443
	Iteration 49Q: 3 clusters Score -1.163936e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9214 members 
Mstep: Class 2 contains 82808 members 
Entering Unmasked Estep 
Score: -11639355.000000 Penalty: 3714.679443
	Iteration 50Q: 3 clusters Score -1.163936e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9142 members 
Mstep: Class 2 contains 82880 members 
Entering Unmasked Estep 
Score: -11639385.000000 Penalty: 3714.679443
	Iteration 51Q: 3 clusters Score -1.163938e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9068 members 
Mstep: Class 2 contains 82954 members 
Entering Unmasked Estep 
Score: -11639381.000000 Penalty: 3714.679443
	Iteration 52Q: 3 clusters Score -1.163938e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8993 members 
Mstep: Class 2 contains 83029 members 
Entering Unmasked Estep 
Score: -11639360.000000 Penalty: 3714.679443
	Iteration 53Q: 3 clusters Score -1.163936e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8910 members 
Mstep: Class 2 contains 83112 members 
Entering Unmasked Estep 
Score: -11639350.000000 Penalty: 3714.679443
	Iteration 54Q: 3 clusters Score -1.163935e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8840 members 
Mstep: Class 2 contains 83182 members 
Entering Unmasked Estep 
Score: -11639362.000000 Penalty: 3714.679443
	Iteration 55Q: 3 clusters Score -1.163936e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8775 members 
Mstep: Class 2 contains 83247 members 
Entering Unmasked Estep 
Score: -11639369.000000 Penalty: 3714.679443
	Iteration 56Q: 3 clusters Score -1.163937e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8722 members 
Mstep: Class 2 contains 83300 members 
Entering Unmasked Estep 
Score: -11639348.000000 Penalty: 3714.679443
	Iteration 57Q: 3 clusters Score -1.163935e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8684 members 
Mstep: Class 2 contains 83338 members 
Entering Unmasked Estep 
Score: -11639357.000000 Penalty: 3714.679443
	Iteration 58Q: 3 clusters Score -1.163936e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8648 members 
Mstep: Class 2 contains 83374 members 
Entering Unmasked Estep 
Score: -11639373.000000 Penalty: 3714.679443
	Iteration 59Q: 3 clusters Score -1.163937e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8629 members 
Mstep: Class 2 contains 83393 members 
Entering Unmasked Estep 
Score: -11639382.000000 Penalty: 3714.679443
	Iteration 60F: 3 clusters Score -1.163938e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8603 members 
Mstep: Class 2 contains 83419 members 
Entering Unmasked Estep 
Score: -11639362.000000 Penalty: 3714.679443
	Iteration 61Q: 3 clusters Score -1.163936e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8579 members 
Mstep: Class 2 contains 83443 members 
Entering Unmasked Estep 
Score: -11639362.000000 Penalty: 3714.679443
	Iteration 62Q: 3 clusters Score -1.163936e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8561 members 
Mstep: Class 2 contains 83461 members 
Entering Unmasked Estep 
Score: -11639370.000000 Penalty: 3714.679443
	Iteration 63Q: 3 clusters Score -1.163937e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8542 members 
Mstep: Class 2 contains 83480 members 
Entering Unmasked Estep 
Score: -11639375.000000 Penalty: 3714.679443
	Iteration 64Q: 3 clusters Score -1.163938e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8522 members 
Mstep: Class 2 contains 83500 members 
Entering Unmasked Estep 
Score: -11639376.000000 Penalty: 3714.679443
	Iteration 65Q: 3 clusters Score -1.163938e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8502 members 
Mstep: Class 2 contains 83520 members 
Entering Unmasked Estep 
Score: -11639389.000000 Penalty: 3714.679443
	Iteration 66Q: 3 clusters Score -1.163939e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8489 members 
Mstep: Class 2 contains 83533 members 
Entering Unmasked Estep 
Score: -11639398.000000 Penalty: 3714.679443
	Iteration 67Q: 3 clusters Score -1.16394e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8473 members 
Mstep: Class 2 contains 83549 members 
Entering Unmasked Estep 
Score: -11639402.000000 Penalty: 3714.679443
	Iteration 68Q: 3 clusters Score -1.16394e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8460 members 
Mstep: Class 2 contains 83562 members 
Entering Unmasked Estep 
Score: -11639389.000000 Penalty: 3714.679443
	Iteration 69Q: 3 clusters Score -1.163939e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8451 members 
Mstep: Class 2 contains 83571 members 
Entering Unmasked Estep 
Score: -11639383.000000 Penalty: 3714.679443
	Iteration 70Q: 3 clusters Score -1.163938e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8440 members 
Mstep: Class 2 contains 83582 members 
Entering Unmasked Estep 
Score: -11639388.000000 Penalty: 3714.679443
	Iteration 71Q: 3 clusters Score -1.163939e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8422 members 
Mstep: Class 2 contains 83600 members 
Entering Unmasked Estep 
Score: -11639385.000000 Penalty: 3714.679443
	Iteration 72Q: 3 clusters Score -1.163938e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8412 members 
Mstep: Class 2 contains 83610 members 
Entering Unmasked Estep 
Score: -11639378.000000 Penalty: 3714.679443
	Iteration 73Q: 3 clusters Score -1.163938e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8400 members 
Mstep: Class 2 contains 83622 members 
Entering Unmasked Estep 
Score: -11639381.000000 Penalty: 3714.679443
	Iteration 74Q: 3 clusters Score -1.163938e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8390 members 
Mstep: Class 2 contains 83632 members 
Entering Unmasked Estep 
Score: -11639372.000000 Penalty: 3714.679443
	Iteration 75Q: 3 clusters Score -1.163937e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8381 members 
Mstep: Class 2 contains 83641 members 
Entering Unmasked Estep 
Score: -11639372.000000 Penalty: 3714.679443
	Iteration 76Q: 3 clusters Score -1.163937e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8370 members 
Mstep: Class 2 contains 83652 members 
Entering Unmasked Estep 
Score: -11639380.000000 Penalty: 3714.679443
	Iteration 77Q: 3 clusters Score -1.163938e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8358 members 
Mstep: Class 2 contains 83664 members 
Entering Unmasked Estep 
Score: -11639385.000000 Penalty: 3714.679443
	Iteration 78Q: 3 clusters Score -1.163938e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8344 members 
Mstep: Class 2 contains 83678 members 
Entering Unmasked Estep 
Score: -11639388.000000 Penalty: 3714.679443
	Iteration 79Q: 3 clusters Score -1.163939e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8332 members 
Mstep: Class 2 contains 83690 members 
Entering Unmasked Estep 
Score: -11639391.000000 Penalty: 3714.679443
	Iteration 80F: 3 clusters Score -1.163939e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8317 members 
Mstep: Class 2 contains 83705 members 
Entering Unmasked Estep 
Score: -11639391.000000 Penalty: 3714.679443
	Iteration 81Q: 3 clusters Score -1.163939e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8303 members 
Mstep: Class 2 contains 83719 members 
Entering Unmasked Estep 
Score: -11639398.000000 Penalty: 3714.679443
	Iteration 82Q: 3 clusters Score -1.16394e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8285 members 
Mstep: Class 2 contains 83737 members 
Entering Unmasked Estep 
Score: -11639393.000000 Penalty: 3714.679443
	Iteration 83Q: 3 clusters Score -1.163939e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8262 members 
Mstep: Class 2 contains 83760 members 
Entering Unmasked Estep 
Score: -11639392.000000 Penalty: 3714.679443
	Iteration 84Q: 3 clusters Score -1.163939e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8243 members 
Mstep: Class 2 contains 83779 members 
Entering Unmasked Estep 
Score: -11639389.000000 Penalty: 3714.679443
	Iteration 85Q: 3 clusters Score -1.163939e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8228 members 
Mstep: Class 2 contains 83794 members 
Entering Unmasked Estep 
Score: -11639386.000000 Penalty: 3714.679443
	Iteration 86Q: 3 clusters Score -1.163939e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8214 members 
Mstep: Class 2 contains 83808 members 
Entering Unmasked Estep 
Score: -11639396.000000 Penalty: 3714.679443
	Iteration 87Q: 3 clusters Score -1.16394e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8199 members 
Mstep: Class 2 contains 83823 members 
Entering Unmasked Estep 
Score: -11639381.000000 Penalty: 3714.679443
	Iteration 88Q: 3 clusters Score -1.163938e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8180 members 
Mstep: Class 2 contains 83842 members 
Entering Unmasked Estep 
Score: -11639386.000000 Penalty: 3714.679443
	Iteration 89Q: 3 clusters Score -1.163939e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8156 members 
Mstep: Class 2 contains 83866 members 
Entering Unmasked Estep 
Score: -11639404.000000 Penalty: 3714.679443
	Iteration 90Q: 3 clusters Score -1.16394e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8132 members 
Mstep: Class 2 contains 83890 members 
Entering Unmasked Estep 
Score: -11639403.000000 Penalty: 3714.679443
	Iteration 91Q: 3 clusters Score -1.16394e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8112 members 
Mstep: Class 2 contains 83910 members 
Entering Unmasked Estep 
Score: -11639390.000000 Penalty: 3714.679443
	Iteration 92Q: 3 clusters Score -1.163939e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8101 members 
Mstep: Class 2 contains 83921 members 
Entering Unmasked Estep 
Score: -11639384.000000 Penalty: 3714.679443
	Iteration 93Q: 3 clusters Score -1.163938e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8090 members 
Mstep: Class 2 contains 83932 members 
Entering Unmasked Estep 
Score: -11639384.000000 Penalty: 3714.679443
	Iteration 94Q: 3 clusters Score -1.163938e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8075 members 
Mstep: Class 2 contains 83947 members 
Entering Unmasked Estep 
Score: -11639397.000000 Penalty: 3714.679443
	Iteration 95Q: 3 clusters Score -1.16394e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8059 members 
Mstep: Class 2 contains 83963 members 
Entering Unmasked Estep 
Score: -11639391.000000 Penalty: 3714.679443
	Iteration 96Q: 3 clusters Score -1.163939e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8047 members 
Mstep: Class 2 contains 83975 members 
Entering Unmasked Estep 
Score: -11639374.000000 Penalty: 3714.679443
	Iteration 97Q: 3 clusters Score -1.163937e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8037 members 
Mstep: Class 2 contains 83985 members 
Entering Unmasked Estep 
Score: -11639394.000000 Penalty: 3714.679443
	Iteration 98Q: 3 clusters Score -1.163939e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8028 members 
Mstep: Class 2 contains 83994 members 
Entering Unmasked Estep 
Score: -11639381.000000 Penalty: 3714.679443
	Iteration 99Q: 3 clusters Score -1.163938e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8017 members 
Mstep: Class 2 contains 84005 members 
Entering Unmasked Estep 
Score: -11639372.000000 Penalty: 3714.679443
	Iteration 100F: 3 clusters Score -1.163937e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8009 members 
Mstep: Class 2 contains 84013 members 
Entering Unmasked Estep 
Score: -11639367.000000 Penalty: 3714.679443
	Iteration 101Q: 3 clusters Score -1.163937e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8001 members 
Mstep: Class 2 contains 84021 members 
Entering Unmasked Estep 
Score: -11639377.000000 Penalty: 3714.679443
	Iteration 102Q: 3 clusters Score -1.163938e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7990 members 
Mstep: Class 2 contains 84032 members 
Entering Unmasked Estep 
Score: -11639375.000000 Penalty: 3714.679443
	Iteration 103Q: 3 clusters Score -1.163938e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7985 members 
Mstep: Class 2 contains 84037 members 
Entering Unmasked Estep 
Score: -11639367.000000 Penalty: 3714.679443
	Iteration 104Q: 3 clusters Score -1.163937e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7983 members 
Mstep: Class 2 contains 84039 members 
Entering Unmasked Estep 
Score: -11639370.000000 Penalty: 3714.679443
	Iteration 105Q: 3 clusters Score -1.163937e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7981 members 
Mstep: Class 2 contains 84041 members 
Entering Unmasked Estep 
Score: -11639372.000000 Penalty: 3714.679443
	Iteration 106Q: 3 clusters Score -1.163937e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7979 members 
Mstep: Class 2 contains 84043 members 
Entering Unmasked Estep 
Score: -11639377.000000 Penalty: 3714.679443
	Iteration 107Q: 3 clusters Score -1.163938e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7977 members 
Mstep: Class 2 contains 84045 members 
Entering Unmasked Estep 
Score: -11639374.000000 Penalty: 3714.679443
	Iteration 108Q: 3 clusters Score -1.163937e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7977 members 
Mstep: Class 2 contains 84045 members 
Entering Unmasked Estep 
Score: -11639374.000000 Penalty: 3714.679443
	Iteration 109F: 3 clusters Score -1.163937e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (2817 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Entering Unmasked Estep 
Score: -332833.875000 Penalty: 1290.807007
	Iteration 0F: 2 clusters Score -332833.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -330320.593750 Penalty: 2581.614014
	Iteration 0F: 3 clusters Score -330320.6 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -331228.656250 Penalty: 2581.614014
	Iteration 1F: 3 clusters Score -331228.7 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -331578.875000 Penalty: 2581.614014
	Iteration 2F: 3 clusters Score -331578.9 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -331803.125000 Penalty: 2581.614014
	Iteration 3F: 3 clusters Score -331803.1 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -331970.500000 Penalty: 2581.614014
	Iteration 4F: 3 clusters Score -331970.5 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -332088.718750 Penalty: 2581.614014
	Iteration 5Q: 3 clusters Score -332088.7 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -332201.875000 Penalty: 2581.614014
	Iteration 6Q: 3 clusters Score -332201.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -332261.937500 Penalty: 2581.614014
	Iteration 7Q: 3 clusters Score -332261.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -332299.468750 Penalty: 2581.614014
	Iteration 8Q: 3 clusters Score -332299.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -332330.093750 Penalty: 2581.614014
	Iteration 9Q: 3 clusters Score -332330.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -332355.812500 Penalty: 2581.614014
	Iteration 10Q: 3 clusters Score -332355.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -332377.843750 Penalty: 2581.614014
	Iteration 11Q: 3 clusters Score -332377.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -332389.625000 Penalty: 2581.614014
	Iteration 12Q: 3 clusters Score -332389.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -332401.375000 Penalty: 2581.614014
	Iteration 13Q: 3 clusters Score -332401.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -332410.812500 Penalty: 2581.614014
	Iteration 14Q: 3 clusters Score -332410.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -332418.062500 Penalty: 2581.614014
	Iteration 15Q: 3 clusters Score -332418.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -332424.093750 Penalty: 2581.614014
	Iteration 16Q: 3 clusters Score -332424.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -332427.906250 Penalty: 2581.614014
	Iteration 17Q: 3 clusters Score -332427.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -332431.937500 Penalty: 2581.614014
	Iteration 18Q: 3 clusters Score -332431.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -332434.906250 Penalty: 2581.614014
	Iteration 19Q: 3 clusters Score -332434.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -332437.000000 Penalty: 2581.614014
	Iteration 20F: 3 clusters Score -332437 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -332438.562500 Penalty: 2581.614014
	Iteration 21Q: 3 clusters Score -332438.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -332438.375000 Penalty: 2581.614014
	Iteration 22Q: 3 clusters Score -332438.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -332438.625000 Penalty: 2581.614014
	Iteration 23Q: 3 clusters Score -332438.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -332439.468750 Penalty: 2581.614014
	Iteration 24Q: 3 clusters Score -332439.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -332439.468750 Penalty: 2581.614014
	Iteration 25F: 3 clusters Score -332439.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (149174 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149174 members 
Entering Unmasked Estep 
Score: -19142406.000000 Penalty: 1935.841187
	Iteration 0F: 2 clusters Score -1.914241e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74771 members 
Mstep: Class 2 contains 74403 members 
Entering Unmasked Estep 
Score: -19061020.000000 Penalty: 3871.682373
	Iteration 0F: 3 clusters Score -1.906102e+07 nChanged 72005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78468 members 
Mstep: Class 2 contains 70706 members 
Entering Unmasked Estep 
Score: -19103144.000000 Penalty: 3871.682373
	Iteration 1F: 3 clusters Score -1.910314e+07 nChanged 4426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80470 members 
Mstep: Class 2 contains 68704 members 
Entering Unmasked Estep 
Score: -19104106.000000 Penalty: 3871.682373
	Iteration 2Q: 3 clusters Score -1.910411e+07 nChanged 5126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83462 members 
Mstep: Class 2 contains 65712 members 
Entering Unmasked Estep 
Score: -19105262.000000 Penalty: 3871.682373
	Iteration 3Q: 3 clusters Score -1.910526e+07 nChanged 6124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87686 members 
Mstep: Class 2 contains 61488 members 
Entering Unmasked Estep 
Score: -19107340.000000 Penalty: 3871.682373
	Iteration 4Q: 3 clusters Score -1.910734e+07 nChanged 7384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93224 members 
Mstep: Class 2 contains 55950 members 
Entering Unmasked Estep 
Score: -19110600.000000 Penalty: 3871.682373
	Iteration 5Q: 3 clusters Score -1.91106e+07 nChanged 8801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99755 members 
Mstep: Class 2 contains 49419 members 
Entering Unmasked Estep 
Score: -19115354.000000 Penalty: 3871.682373
	Iteration 6F: 3 clusters Score -1.911535e+07 nChanged 9567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106352 members 
Mstep: Class 2 contains 42822 members 
Entering Unmasked Estep 
Score: -19121814.000000 Penalty: 3871.682373
	Iteration 7F: 3 clusters Score -1.912181e+07 nChanged 8955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111021 members 
Mstep: Class 2 contains 38153 members 
Entering Unmasked Estep 
Score: -19127984.000000 Penalty: 3871.682373
	Iteration 8F: 3 clusters Score -1.912798e+07 nChanged 7502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113227 members 
Mstep: Class 2 contains 35947 members 
Entering Unmasked Estep 
Score: -19132018.000000 Penalty: 3871.682373
	Iteration 9F: 3 clusters Score -1.913202e+07 nChanged 5440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113913 members 
Mstep: Class 2 contains 35261 members 
Entering Unmasked Estep 
Score: -19133818.000000 Penalty: 3871.682373
	Iteration 10Q: 3 clusters Score -1.913382e+07 nChanged 3323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114056 members 
Mstep: Class 2 contains 35118 members 
Entering Unmasked Estep 
Score: -19134234.000000 Penalty: 3871.682373
	Iteration 11Q: 3 clusters Score -1.913423e+07 nChanged 1893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114091 members 
Mstep: Class 2 contains 35083 members 
Entering Unmasked Estep 
Score: -19134408.000000 Penalty: 3871.682373
	Iteration 12Q: 3 clusters Score -1.913441e+07 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114065 members 
Mstep: Class 2 contains 35109 members 
Entering Unmasked Estep 
Score: -19134408.000000 Penalty: 3871.682373
	Iteration 13Q: 3 clusters Score -1.913441e+07 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114026 members 
Mstep: Class 2 contains 35148 members 
Entering Unmasked Estep 
Score: -19134502.000000 Penalty: 3871.682373
	Iteration 14Q: 3 clusters Score -1.91345e+07 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113973 members 
Mstep: Class 2 contains 35201 members 
Entering Unmasked Estep 
Score: -19134538.000000 Penalty: 3871.682373
	Iteration 15Q: 3 clusters Score -1.913454e+07 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113942 members 
Mstep: Class 2 contains 35232 members 
Entering Unmasked Estep 
Score: -19134616.000000 Penalty: 3871.682373
	Iteration 16Q: 3 clusters Score -1.913462e+07 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113875 members 
Mstep: Class 2 contains 35299 members 
Entering Unmasked Estep 
Score: -19134622.000000 Penalty: 3871.682373
	Iteration 17Q: 3 clusters Score -1.913462e+07 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113810 members 
Mstep: Class 2 contains 35364 members 
Entering Unmasked Estep 
Score: -19134660.000000 Penalty: 3871.682373
	Iteration 18Q: 3 clusters Score -1.913466e+07 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113773 members 
Mstep: Class 2 contains 35401 members 
Entering Unmasked Estep 
Score: -19134662.000000 Penalty: 3871.682373
	Iteration 19Q: 3 clusters Score -1.913466e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113704 members 
Mstep: Class 2 contains 35470 members 
Entering Unmasked Estep 
Score: -19134656.000000 Penalty: 3871.682373
	Iteration 20F: 3 clusters Score -1.913466e+07 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113611 members 
Mstep: Class 2 contains 35563 members 
Entering Unmasked Estep 
Score: -19134652.000000 Penalty: 3871.682373
	Iteration 21Q: 3 clusters Score -1.913465e+07 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113492 members 
Mstep: Class 2 contains 35682 members 
Entering Unmasked Estep 
Score: -19134628.000000 Penalty: 3871.682373
	Iteration 22Q: 3 clusters Score -1.913463e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113387 members 
Mstep: Class 2 contains 35787 members 
Entering Unmasked Estep 
Score: -19134568.000000 Penalty: 3871.682373
	Iteration 23Q: 3 clusters Score -1.913457e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113296 members 
Mstep: Class 2 contains 35878 members 
Entering Unmasked Estep 
Score: -19134554.000000 Penalty: 3871.682373
	Iteration 24Q: 3 clusters Score -1.913455e+07 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113171 members 
Mstep: Class 2 contains 36003 members 
Entering Unmasked Estep 
Score: -19134606.000000 Penalty: 3871.682373
	Iteration 25Q: 3 clusters Score -1.913461e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113054 members 
Mstep: Class 2 contains 36120 members 
Entering Unmasked Estep 
Score: -19134578.000000 Penalty: 3871.682373
	Iteration 26Q: 3 clusters Score -1.913458e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112933 members 
Mstep: Class 2 contains 36241 members 
Entering Unmasked Estep 
Score: -19134568.000000 Penalty: 3871.682373
	Iteration 27Q: 3 clusters Score -1.913457e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112776 members 
Mstep: Class 2 contains 36398 members 
Entering Unmasked Estep 
Score: -19134516.000000 Penalty: 3871.682373
	Iteration 28Q: 3 clusters Score -1.913452e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112632 members 
Mstep: Class 2 contains 36542 members 
Entering Unmasked Estep 
Score: -19134510.000000 Penalty: 3871.682373
	Iteration 29Q: 3 clusters Score -1.913451e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112504 members 
Mstep: Class 2 contains 36670 members 
Entering Unmasked Estep 
Score: -19134500.000000 Penalty: 3871.682373
	Iteration 30Q: 3 clusters Score -1.91345e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112345 members 
Mstep: Class 2 contains 36829 members 
Entering Unmasked Estep 
Score: -19134496.000000 Penalty: 3871.682373
	Iteration 31Q: 3 clusters Score -1.91345e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112184 members 
Mstep: Class 2 contains 36990 members 
Entering Unmasked Estep 
Score: -19134410.000000 Penalty: 3871.682373
	Iteration 32Q: 3 clusters Score -1.913441e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111994 members 
Mstep: Class 2 contains 37180 members 
Entering Unmasked Estep 
Score: -19134414.000000 Penalty: 3871.682373
	Iteration 33Q: 3 clusters Score -1.913441e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111844 members 
Mstep: Class 2 contains 37330 members 
Entering Unmasked Estep 
Score: -19134408.000000 Penalty: 3871.682373
	Iteration 34Q: 3 clusters Score -1.913441e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111678 members 
Mstep: Class 2 contains 37496 members 
Entering Unmasked Estep 
Score: -19134484.000000 Penalty: 3871.682373
	Iteration 35Q: 3 clusters Score -1.913448e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111493 members 
Mstep: Class 2 contains 37681 members 
Entering Unmasked Estep 
Score: -19134496.000000 Penalty: 3871.682373
	Iteration 36Q: 3 clusters Score -1.91345e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111306 members 
Mstep: Class 2 contains 37868 members 
Entering Unmasked Estep 
Score: -19134492.000000 Penalty: 3871.682373
	Iteration 37Q: 3 clusters Score -1.913449e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111075 members 
Mstep: Class 2 contains 38099 members 
Entering Unmasked Estep 
Score: -19134386.000000 Penalty: 3871.682373
	Iteration 38Q: 3 clusters Score -1.913439e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110815 members 
Mstep: Class 2 contains 38359 members 
Entering Unmasked Estep 
Score: -19134328.000000 Penalty: 3871.682373
	Iteration 39Q: 3 clusters Score -1.913433e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110545 members 
Mstep: Class 2 contains 38629 members 
Entering Unmasked Estep 
Score: -19134298.000000 Penalty: 3871.682373
	Iteration 40F: 3 clusters Score -1.91343e+07 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110219 members 
Mstep: Class 2 contains 38955 members 
Entering Unmasked Estep 
Score: -19134284.000000 Penalty: 3871.682373
	Iteration 41Q: 3 clusters Score -1.913428e+07 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109862 members 
Mstep: Class 2 contains 39312 members 
Entering Unmasked Estep 
Score: -19134220.000000 Penalty: 3871.682373
	Iteration 42Q: 3 clusters Score -1.913422e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109553 members 
Mstep: Class 2 contains 39621 members 
Entering Unmasked Estep 
Score: -19134220.000000 Penalty: 3871.682373
	Iteration 43Q: 3 clusters Score -1.913422e+07 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109224 members 
Mstep: Class 2 contains 39950 members 
Entering Unmasked Estep 
Score: -19134224.000000 Penalty: 3871.682373
	Iteration 44Q: 3 clusters Score -1.913422e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108890 members 
Mstep: Class 2 contains 40284 members 
Entering Unmasked Estep 
Score: -19134238.000000 Penalty: 3871.682373
	Iteration 45Q: 3 clusters Score -1.913424e+07 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108525 members 
Mstep: Class 2 contains 40649 members 
Entering Unmasked Estep 
Score: -19134174.000000 Penalty: 3871.682373
	Iteration 46Q: 3 clusters Score -1.913417e+07 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108170 members 
Mstep: Class 2 contains 41004 members 
Entering Unmasked Estep 
Score: -19134158.000000 Penalty: 3871.682373
	Iteration 47Q: 3 clusters Score -1.913416e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107821 members 
Mstep: Class 2 contains 41353 members 
Entering Unmasked Estep 
Score: -19134126.000000 Penalty: 3871.682373
	Iteration 48Q: 3 clusters Score -1.913413e+07 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107473 members 
Mstep: Class 2 contains 41701 members 
Entering Unmasked Estep 
Score: -19134232.000000 Penalty: 3871.682373
	Iteration 49Q: 3 clusters Score -1.913423e+07 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107139 members 
Mstep: Class 2 contains 42035 members 
Entering Unmasked Estep 
Score: -19134216.000000 Penalty: 3871.682373
	Iteration 50Q: 3 clusters Score -1.913422e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106814 members 
Mstep: Class 2 contains 42360 members 
Entering Unmasked Estep 
Score: -19134228.000000 Penalty: 3871.682373
	Iteration 51Q: 3 clusters Score -1.913423e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106481 members 
Mstep: Class 2 contains 42693 members 
Entering Unmasked Estep 
Score: -19134184.000000 Penalty: 3871.682373
	Iteration 52Q: 3 clusters Score -1.913418e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106165 members 
Mstep: Class 2 contains 43009 members 
Entering Unmasked Estep 
Score: -19134194.000000 Penalty: 3871.682373
	Iteration 53Q: 3 clusters Score -1.913419e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105829 members 
Mstep: Class 2 contains 43345 members 
Entering Unmasked Estep 
Score: -19134174.000000 Penalty: 3871.682373
	Iteration 54Q: 3 clusters Score -1.913417e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105481 members 
Mstep: Class 2 contains 43693 members 
Entering Unmasked Estep 
Score: -19134146.000000 Penalty: 3871.682373
	Iteration 55Q: 3 clusters Score -1.913415e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105150 members 
Mstep: Class 2 contains 44024 members 
Entering Unmasked Estep 
Score: -19134136.000000 Penalty: 3871.682373
	Iteration 56Q: 3 clusters Score -1.913414e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104859 members 
Mstep: Class 2 contains 44315 members 
Entering Unmasked Estep 
Score: -19134154.000000 Penalty: 3871.682373
	Iteration 57Q: 3 clusters Score -1.913415e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104593 members 
Mstep: Class 2 contains 44581 members 
Entering Unmasked Estep 
Score: -19134144.000000 Penalty: 3871.682373
	Iteration 58Q: 3 clusters Score -1.913414e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104309 members 
Mstep: Class 2 contains 44865 members 
Entering Unmasked Estep 
Score: -19134080.000000 Penalty: 3871.682373
	Iteration 59Q: 3 clusters Score -1.913408e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104011 members 
Mstep: Class 2 contains 45163 members 
Entering Unmasked Estep 
Score: -19134110.000000 Penalty: 3871.682373
	Iteration 60F: 3 clusters Score -1.913411e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103705 members 
Mstep: Class 2 contains 45469 members 
Entering Unmasked Estep 
Score: -19134106.000000 Penalty: 3871.682373
	Iteration 61Q: 3 clusters Score -1.913411e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103390 members 
Mstep: Class 2 contains 45784 members 
Entering Unmasked Estep 
Score: -19134128.000000 Penalty: 3871.682373
	Iteration 62Q: 3 clusters Score -1.913413e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103097 members 
Mstep: Class 2 contains 46077 members 
Entering Unmasked Estep 
Score: -19134116.000000 Penalty: 3871.682373
	Iteration 63Q: 3 clusters Score -1.913412e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102810 members 
Mstep: Class 2 contains 46364 members 
Entering Unmasked Estep 
Score: -19134092.000000 Penalty: 3871.682373
	Iteration 64Q: 3 clusters Score -1.913409e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102451 members 
Mstep: Class 2 contains 46723 members 
Entering Unmasked Estep 
Score: -19134042.000000 Penalty: 3871.682373
	Iteration 65Q: 3 clusters Score -1.913404e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102067 members 
Mstep: Class 2 contains 47107 members 
Entering Unmasked Estep 
Score: -19133974.000000 Penalty: 3871.682373
	Iteration 66Q: 3 clusters Score -1.913397e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101654 members 
Mstep: Class 2 contains 47520 members 
Entering Unmasked Estep 
Score: -19133946.000000 Penalty: 3871.682373
	Iteration 67Q: 3 clusters Score -1.913395e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101212 members 
Mstep: Class 2 contains 47962 members 
Entering Unmasked Estep 
Score: -19133896.000000 Penalty: 3871.682373
	Iteration 68Q: 3 clusters Score -1.91339e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100756 members 
Mstep: Class 2 contains 48418 members 
Entering Unmasked Estep 
Score: -19133954.000000 Penalty: 3871.682373
	Iteration 69Q: 3 clusters Score -1.913395e+07 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100276 members 
Mstep: Class 2 contains 48898 members 
Entering Unmasked Estep 
Score: -19133956.000000 Penalty: 3871.682373
	Iteration 70Q: 3 clusters Score -1.913396e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99771 members 
Mstep: Class 2 contains 49403 members 
Entering Unmasked Estep 
Score: -19133952.000000 Penalty: 3871.682373
	Iteration 71Q: 3 clusters Score -1.913395e+07 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99244 members 
Mstep: Class 2 contains 49930 members 
Entering Unmasked Estep 
Score: -19133940.000000 Penalty: 3871.682373
	Iteration 72Q: 3 clusters Score -1.913394e+07 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98660 members 
Mstep: Class 2 contains 50514 members 
Entering Unmasked Estep 
Score: -19133918.000000 Penalty: 3871.682373
	Iteration 73Q: 3 clusters Score -1.913392e+07 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98049 members 
Mstep: Class 2 contains 51125 members 
Entering Unmasked Estep 
Score: -19133874.000000 Penalty: 3871.682373
	Iteration 74Q: 3 clusters Score -1.913387e+07 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97410 members 
Mstep: Class 2 contains 51764 members 
Entering Unmasked Estep 
Score: -19133860.000000 Penalty: 3871.682373
	Iteration 75Q: 3 clusters Score -1.913386e+07 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96734 members 
Mstep: Class 2 contains 52440 members 
Entering Unmasked Estep 
Score: -19133928.000000 Penalty: 3871.682373
	Iteration 76Q: 3 clusters Score -1.913393e+07 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96089 members 
Mstep: Class 2 contains 53085 members 
Entering Unmasked Estep 
Score: -19133994.000000 Penalty: 3871.682373
	Iteration 77Q: 3 clusters Score -1.913399e+07 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95447 members 
Mstep: Class 2 contains 53727 members 
Entering Unmasked Estep 
Score: -19134000.000000 Penalty: 3871.682373
	Iteration 78Q: 3 clusters Score -1.9134e+07 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94803 members 
Mstep: Class 2 contains 54371 members 
Entering Unmasked Estep 
Score: -19134006.000000 Penalty: 3871.682373
	Iteration 79Q: 3 clusters Score -1.913401e+07 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94162 members 
Mstep: Class 2 contains 55012 members 
Entering Unmasked Estep 
Score: -19134082.000000 Penalty: 3871.682373
	Iteration 80F: 3 clusters Score -1.913408e+07 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93502 members 
Mstep: Class 2 contains 55672 members 
Entering Unmasked Estep 
Score: -19134120.000000 Penalty: 3871.682373
	Iteration 81Q: 3 clusters Score -1.913412e+07 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92836 members 
Mstep: Class 2 contains 56338 members 
Entering Unmasked Estep 
Score: -19134164.000000 Penalty: 3871.682373
	Iteration 82Q: 3 clusters Score -1.913416e+07 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92174 members 
Mstep: Class 2 contains 57000 members 
Entering Unmasked Estep 
Score: -19134192.000000 Penalty: 3871.682373
	Iteration 83Q: 3 clusters Score -1.913419e+07 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91560 members 
Mstep: Class 2 contains 57614 members 
Entering Unmasked Estep 
Score: -19134168.000000 Penalty: 3871.682373
	Iteration 84Q: 3 clusters Score -1.913417e+07 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90952 members 
Mstep: Class 2 contains 58222 members 
Entering Unmasked Estep 
Score: -19134250.000000 Penalty: 3871.682373
	Iteration 85Q: 3 clusters Score -1.913425e+07 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90373 members 
Mstep: Class 2 contains 58801 members 
Entering Unmasked Estep 
Score: -19134322.000000 Penalty: 3871.682373
	Iteration 86Q: 3 clusters Score -1.913432e+07 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89811 members 
Mstep: Class 2 contains 59363 members 
Entering Unmasked Estep 
Score: -19134374.000000 Penalty: 3871.682373
	Iteration 87Q: 3 clusters Score -1.913437e+07 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89212 members 
Mstep: Class 2 contains 59962 members 
Entering Unmasked Estep 
Score: -19134406.000000 Penalty: 3871.682373
	Iteration 88Q: 3 clusters Score -1.913441e+07 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88629 members 
Mstep: Class 2 contains 60545 members 
Entering Unmasked Estep 
Score: -19134486.000000 Penalty: 3871.682373
	Iteration 89Q: 3 clusters Score -1.913449e+07 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88068 members 
Mstep: Class 2 contains 61106 members 
Entering Unmasked Estep 
Score: -19134550.000000 Penalty: 3871.682373
	Iteration 90Q: 3 clusters Score -1.913455e+07 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87498 members 
Mstep: Class 2 contains 61676 members 
Entering Unmasked Estep 
Score: -19134642.000000 Penalty: 3871.682373
	Iteration 91Q: 3 clusters Score -1.913464e+07 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86895 members 
Mstep: Class 2 contains 62279 members 
Entering Unmasked Estep 
Score: -19134724.000000 Penalty: 3871.682373
	Iteration 92Q: 3 clusters Score -1.913472e+07 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86257 members 
Mstep: Class 2 contains 62917 members 
Entering Unmasked Estep 
Score: -19134818.000000 Penalty: 3871.682373
	Iteration 93Q: 3 clusters Score -1.913482e+07 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85658 members 
Mstep: Class 2 contains 63516 members 
Entering Unmasked Estep 
Score: -19134854.000000 Penalty: 3871.682373
	Iteration 94Q: 3 clusters Score -1.913485e+07 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85060 members 
Mstep: Class 2 contains 64114 members 
Entering Unmasked Estep 
Score: -19134972.000000 Penalty: 3871.682373
	Iteration 95Q: 3 clusters Score -1.913497e+07 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84520 members 
Mstep: Class 2 contains 64654 members 
Entering Unmasked Estep 
Score: -19135174.000000 Penalty: 3871.682373
	Iteration 96Q: 3 clusters Score -1.913517e+07 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83953 members 
Mstep: Class 2 contains 65221 members 
Entering Unmasked Estep 
Score: -19135462.000000 Penalty: 3871.682373
	Iteration 97Q: 3 clusters Score -1.913546e+07 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83437 members 
Mstep: Class 2 contains 65737 members 
Entering Unmasked Estep 
Score: -19135648.000000 Penalty: 3871.682373
	Iteration 98Q: 3 clusters Score -1.913565e+07 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82851 members 
Mstep: Class 2 contains 66323 members 
Entering Unmasked Estep 
Score: -19135862.000000 Penalty: 3871.682373
	Iteration 99Q: 3 clusters Score -1.913586e+07 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82299 members 
Mstep: Class 2 contains 66875 members 
Entering Unmasked Estep 
Score: -19136026.000000 Penalty: 3871.682373
	Iteration 100F: 3 clusters Score -1.913603e+07 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81799 members 
Mstep: Class 2 contains 67375 members 
Entering Unmasked Estep 
Score: -19136358.000000 Penalty: 3871.682373
	Iteration 101Q: 3 clusters Score -1.913636e+07 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81303 members 
Mstep: Class 2 contains 67871 members 
Entering Unmasked Estep 
Score: -19136764.000000 Penalty: 3871.682373
	Iteration 102Q: 3 clusters Score -1.913676e+07 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80837 members 
Mstep: Class 2 contains 68337 members 
Entering Unmasked Estep 
Score: -19137218.000000 Penalty: 3871.682373
	Iteration 103Q: 3 clusters Score -1.913722e+07 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80506 members 
Mstep: Class 2 contains 68668 members 
Entering Unmasked Estep 
Score: -19137764.000000 Penalty: 3871.682373
	Iteration 104Q: 3 clusters Score -1.913776e+07 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80272 members 
Mstep: Class 2 contains 68902 members 
Entering Unmasked Estep 
Score: -19138198.000000 Penalty: 3871.682373
	Iteration 105Q: 3 clusters Score -1.91382e+07 nChanged 1758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80074 members 
Mstep: Class 2 contains 69100 members 
Entering Unmasked Estep 
Score: -19138694.000000 Penalty: 3871.682373
	Iteration 106Q: 3 clusters Score -1.913869e+07 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79975 members 
Mstep: Class 2 contains 69199 members 
Entering Unmasked Estep 
Score: -19139128.000000 Penalty: 3871.682373
	Iteration 107Q: 3 clusters Score -1.913913e+07 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79976 members 
Mstep: Class 2 contains 69198 members 
Entering Unmasked Estep 
Score: -19139662.000000 Penalty: 3871.682373
	Iteration 108Q: 3 clusters Score -1.913966e+07 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80062 members 
Mstep: Class 2 contains 69112 members 
Entering Unmasked Estep 
Score: -19140124.000000 Penalty: 3871.682373
	Iteration 109Q: 3 clusters Score -1.914012e+07 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80324 members 
Mstep: Class 2 contains 68850 members 
Entering Unmasked Estep 
Score: -19140558.000000 Penalty: 3871.682373
	Iteration 110Q: 3 clusters Score -1.914056e+07 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80689 members 
Mstep: Class 2 contains 68485 members 
Entering Unmasked Estep 
Score: -19140830.000000 Penalty: 3871.682373
	Iteration 111Q: 3 clusters Score -1.914083e+07 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81217 members 
Mstep: Class 2 contains 67957 members 
Entering Unmasked Estep 
Score: -19141042.000000 Penalty: 3871.682373
	Iteration 112Q: 3 clusters Score -1.914104e+07 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81837 members 
Mstep: Class 2 contains 67337 members 
Entering Unmasked Estep 
Score: -19141234.000000 Penalty: 3871.682373
	Iteration 113Q: 3 clusters Score -1.914123e+07 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82495 members 
Mstep: Class 2 contains 66679 members 
Entering Unmasked Estep 
Score: -19141432.000000 Penalty: 3871.682373
	Iteration 114Q: 3 clusters Score -1.914143e+07 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83153 members 
Mstep: Class 2 contains 66021 members 
Entering Unmasked Estep 
Score: -19141630.000000 Penalty: 3871.682373
	Iteration 115Q: 3 clusters Score -1.914163e+07 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83867 members 
Mstep: Class 2 contains 65307 members 
Entering Unmasked Estep 
Score: -19141718.000000 Penalty: 3871.682373
	Iteration 116Q: 3 clusters Score -1.914172e+07 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84628 members 
Mstep: Class 2 contains 64546 members 
Entering Unmasked Estep 
Score: -19141838.000000 Penalty: 3871.682373
	Iteration 117Q: 3 clusters Score -1.914184e+07 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85384 members 
Mstep: Class 2 contains 63790 members 
Entering Unmasked Estep 
Score: -19141946.000000 Penalty: 3871.682373
	Iteration 118Q: 3 clusters Score -1.914195e+07 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86152 members 
Mstep: Class 2 contains 63022 members 
Entering Unmasked Estep 
Score: -19142116.000000 Penalty: 3871.682373
	Iteration 119Q: 3 clusters Score -1.914212e+07 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86978 members 
Mstep: Class 2 contains 62196 members 
Entering Unmasked Estep 
Score: -19142230.000000 Penalty: 3871.682373
	Iteration 120F: 3 clusters Score -1.914223e+07 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87735 members 
Mstep: Class 2 contains 61439 members 
Entering Unmasked Estep 
Score: -19142356.000000 Penalty: 3871.682373
	Iteration 121Q: 3 clusters Score -1.914236e+07 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88500 members 
Mstep: Class 2 contains 60674 members 
Entering Unmasked Estep 
Score: -19142426.000000 Penalty: 3871.682373
	Iteration 122Q: 3 clusters Score -1.914243e+07 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89272 members 
Mstep: Class 2 contains 59902 members 
Entering Unmasked Estep 
Score: -19142504.000000 Penalty: 3871.682373
	Iteration 123Q: 3 clusters Score -1.91425e+07 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90042 members 
Mstep: Class 2 contains 59132 members 
Entering Unmasked Estep 
Score: -19142540.000000 Penalty: 3871.682373
	Iteration 124Q: 3 clusters Score -1.914254e+07 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90806 members 
Mstep: Class 2 contains 58368 members 
Entering Unmasked Estep 
Score: -19142552.000000 Penalty: 3871.682373
	Iteration 125Q: 3 clusters Score -1.914255e+07 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91604 members 
Mstep: Class 2 contains 57570 members 
Entering Unmasked Estep 
Score: -19142556.000000 Penalty: 3871.682373
	Iteration 126Q: 3 clusters Score -1.914256e+07 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92368 members 
Mstep: Class 2 contains 56806 members 
Entering Unmasked Estep 
Score: -19142610.000000 Penalty: 3871.682373
	Iteration 127Q: 3 clusters Score -1.914261e+07 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93124 members 
Mstep: Class 2 contains 56050 members 
Entering Unmasked Estep 
Score: -19142650.000000 Penalty: 3871.682373
	Iteration 128Q: 3 clusters Score -1.914265e+07 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93858 members 
Mstep: Class 2 contains 55316 members 
Entering Unmasked Estep 
Score: -19142760.000000 Penalty: 3871.682373
	Iteration 129Q: 3 clusters Score -1.914276e+07 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94583 members 
Mstep: Class 2 contains 54591 members 
Entering Unmasked Estep 
Score: -19142832.000000 Penalty: 3871.682373
	Iteration 130Q: 3 clusters Score -1.914283e+07 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95337 members 
Mstep: Class 2 contains 53837 members 
Entering Unmasked Estep 
Score: -19142796.000000 Penalty: 3871.682373
	Iteration 131Q: 3 clusters Score -1.91428e+07 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96071 members 
Mstep: Class 2 contains 53103 members 
Entering Unmasked Estep 
Score: -19142850.000000 Penalty: 3871.682373
	Iteration 132Q: 3 clusters Score -1.914285e+07 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96806 members 
Mstep: Class 2 contains 52368 members 
Entering Unmasked Estep 
Score: -19142864.000000 Penalty: 3871.682373
	Iteration 133Q: 3 clusters Score -1.914286e+07 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97520 members 
Mstep: Class 2 contains 51654 members 
Entering Unmasked Estep 
Score: -19142856.000000 Penalty: 3871.682373
	Iteration 134Q: 3 clusters Score -1.914286e+07 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98257 members 
Mstep: Class 2 contains 50917 members 
Entering Unmasked Estep 
Score: -19142900.000000 Penalty: 3871.682373
	Iteration 135Q: 3 clusters Score -1.91429e+07 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99000 members 
Mstep: Class 2 contains 50174 members 
Entering Unmasked Estep 
Score: -19143026.000000 Penalty: 3871.682373
	Iteration 136Q: 3 clusters Score -1.914303e+07 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99775 members 
Mstep: Class 2 contains 49399 members 
Entering Unmasked Estep 
Score: -19143166.000000 Penalty: 3871.682373
	Iteration 137Q: 3 clusters Score -1.914317e+07 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100555 members 
Mstep: Class 2 contains 48619 members 
Entering Unmasked Estep 
Score: -19143298.000000 Penalty: 3871.682373
	Iteration 138Q: 3 clusters Score -1.91433e+07 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101352 members 
Mstep: Class 2 contains 47822 members 
Entering Unmasked Estep 
Score: -19143336.000000 Penalty: 3871.682373
	Iteration 139Q: 3 clusters Score -1.914334e+07 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102127 members 
Mstep: Class 2 contains 47047 members 
Entering Unmasked Estep 
Score: -19143352.000000 Penalty: 3871.682373
	Iteration 140F: 3 clusters Score -1.914335e+07 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102920 members 
Mstep: Class 2 contains 46254 members 
Entering Unmasked Estep 
Score: -19143408.000000 Penalty: 3871.682373
	Iteration 141Q: 3 clusters Score -1.914341e+07 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103728 members 
Mstep: Class 2 contains 45446 members 
Entering Unmasked Estep 
Score: -19143464.000000 Penalty: 3871.682373
	Iteration 142Q: 3 clusters Score -1.914346e+07 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104483 members 
Mstep: Class 2 contains 44691 members 
Entering Unmasked Estep 
Score: -19143454.000000 Penalty: 3871.682373
	Iteration 143Q: 3 clusters Score -1.914345e+07 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105221 members 
Mstep: Class 2 contains 43953 members 
Entering Unmasked Estep 
Score: -19143504.000000 Penalty: 3871.682373
	Iteration 144Q: 3 clusters Score -1.91435e+07 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105976 members 
Mstep: Class 2 contains 43198 members 
Entering Unmasked Estep 
Score: -19143680.000000 Penalty: 3871.682373
	Iteration 145Q: 3 clusters Score -1.914368e+07 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106753 members 
Mstep: Class 2 contains 42421 members 
Entering Unmasked Estep 
Score: -19143760.000000 Penalty: 3871.682373
	Iteration 146Q: 3 clusters Score -1.914376e+07 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107541 members 
Mstep: Class 2 contains 41633 members 
Entering Unmasked Estep 
Score: -19143836.000000 Penalty: 3871.682373
	Iteration 147Q: 3 clusters Score -1.914384e+07 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108379 members 
Mstep: Class 2 contains 40795 members 
Entering Unmasked Estep 
Score: -19143858.000000 Penalty: 3871.682373
	Iteration 148Q: 3 clusters Score -1.914386e+07 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109182 members 
Mstep: Class 2 contains 39992 members 
Entering Unmasked Estep 
Score: -19143900.000000 Penalty: 3871.682373
	Iteration 149Q: 3 clusters Score -1.91439e+07 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109968 members 
Mstep: Class 2 contains 39206 members 
Entering Unmasked Estep 
Score: -19143860.000000 Penalty: 3871.682373
	Iteration 150Q: 3 clusters Score -1.914386e+07 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110682 members 
Mstep: Class 2 contains 38492 members 
Entering Unmasked Estep 
Score: -19143906.000000 Penalty: 3871.682373
	Iteration 151Q: 3 clusters Score -1.914391e+07 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111446 members 
Mstep: Class 2 contains 37728 members 
Entering Unmasked Estep 
Score: -19143960.000000 Penalty: 3871.682373
	Iteration 152Q: 3 clusters Score -1.914396e+07 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112215 members 
Mstep: Class 2 contains 36959 members 
Entering Unmasked Estep 
Score: -19144022.000000 Penalty: 3871.682373
	Iteration 153Q: 3 clusters Score -1.914402e+07 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113005 members 
Mstep: Class 2 contains 36169 members 
Entering Unmasked Estep 
Score: -19144060.000000 Penalty: 3871.682373
	Iteration 154Q: 3 clusters Score -1.914406e+07 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113816 members 
Mstep: Class 2 contains 35358 members 
Entering Unmasked Estep 
Score: -19144160.000000 Penalty: 3871.682373
	Iteration 155Q: 3 clusters Score -1.914416e+07 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114664 members 
Mstep: Class 2 contains 34510 members 
Entering Unmasked Estep 
Score: -19144284.000000 Penalty: 3871.682373
	Iteration 156Q: 3 clusters Score -1.914428e+07 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115577 members 
Mstep: Class 2 contains 33597 members 
Entering Unmasked Estep 
Score: -19144350.000000 Penalty: 3871.682373
	Iteration 157Q: 3 clusters Score -1.914435e+07 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116510 members 
Mstep: Class 2 contains 32664 members 
Entering Unmasked Estep 
Score: -19144406.000000 Penalty: 3871.682373
	Iteration 158Q: 3 clusters Score -1.914441e+07 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117464 members 
Mstep: Class 2 contains 31710 members 
Entering Unmasked Estep 
Score: -19144382.000000 Penalty: 3871.682373
	Iteration 159Q: 3 clusters Score -1.914438e+07 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118413 members 
Mstep: Class 2 contains 30761 members 
Entering Unmasked Estep 
Score: -19144388.000000 Penalty: 3871.682373
	Iteration 160F: 3 clusters Score -1.914439e+07 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119339 members 
Mstep: Class 2 contains 29835 members 
Entering Unmasked Estep 
Score: -19144432.000000 Penalty: 3871.682373
	Iteration 161Q: 3 clusters Score -1.914443e+07 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120238 members 
Mstep: Class 2 contains 28936 members 
Entering Unmasked Estep 
Score: -19144436.000000 Penalty: 3871.682373
	Iteration 162Q: 3 clusters Score -1.914444e+07 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121105 members 
Mstep: Class 2 contains 28069 members 
Entering Unmasked Estep 
Score: -19144548.000000 Penalty: 3871.682373
	Iteration 163Q: 3 clusters Score -1.914455e+07 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121993 members 
Mstep: Class 2 contains 27181 members 
Entering Unmasked Estep 
Score: -19144526.000000 Penalty: 3871.682373
	Iteration 164Q: 3 clusters Score -1.914453e+07 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122905 members 
Mstep: Class 2 contains 26269 members 
Entering Unmasked Estep 
Score: -19144390.000000 Penalty: 3871.682373
	Iteration 165Q: 3 clusters Score -1.914439e+07 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123804 members 
Mstep: Class 2 contains 25370 members 
Entering Unmasked Estep 
Score: -19144316.000000 Penalty: 3871.682373
	Iteration 166Q: 3 clusters Score -1.914432e+07 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124710 members 
Mstep: Class 2 contains 24464 members 
Entering Unmasked Estep 
Score: -19144260.000000 Penalty: 3871.682373
	Iteration 167Q: 3 clusters Score -1.914426e+07 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125655 members 
Mstep: Class 2 contains 23519 members 
Entering Unmasked Estep 
Score: -19144208.000000 Penalty: 3871.682373
	Iteration 168Q: 3 clusters Score -1.914421e+07 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126629 members 
Mstep: Class 2 contains 22545 members 
Entering Unmasked Estep 
Score: -19144086.000000 Penalty: 3871.682373
	Iteration 169Q: 3 clusters Score -1.914409e+07 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127625 members 
Mstep: Class 2 contains 21549 members 
Entering Unmasked Estep 
Score: -19143916.000000 Penalty: 3871.682373
	Iteration 170Q: 3 clusters Score -1.914392e+07 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128610 members 
Mstep: Class 2 contains 20564 members 
Entering Unmasked Estep 
Score: -19143702.000000 Penalty: 3871.682373
	Iteration 171Q: 3 clusters Score -1.91437e+07 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129665 members 
Mstep: Class 2 contains 19509 members 
Entering Unmasked Estep 
Score: -19143496.000000 Penalty: 3871.682373
	Iteration 172Q: 3 clusters Score -1.91435e+07 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130706 members 
Mstep: Class 2 contains 18468 members 
Entering Unmasked Estep 
Score: -19143280.000000 Penalty: 3871.682373
	Iteration 173Q: 3 clusters Score -1.914328e+07 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131762 members 
Mstep: Class 2 contains 17412 members 
Entering Unmasked Estep 
Score: -19143102.000000 Penalty: 3871.682373
	Iteration 174Q: 3 clusters Score -1.91431e+07 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132853 members 
Mstep: Class 2 contains 16321 members 
Entering Unmasked Estep 
Score: -19142888.000000 Penalty: 3871.682373
	Iteration 175Q: 3 clusters Score -1.914289e+07 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133923 members 
Mstep: Class 2 contains 15251 members 
Entering Unmasked Estep 
Score: -19142818.000000 Penalty: 3871.682373
	Iteration 176Q: 3 clusters Score -1.914282e+07 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135024 members 
Mstep: Class 2 contains 14150 members 
Entering Unmasked Estep 
Score: -19142660.000000 Penalty: 3871.682373
	Iteration 177Q: 3 clusters Score -1.914266e+07 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136075 members 
Mstep: Class 2 contains 13099 members 
Entering Unmasked Estep 
Score: -19142610.000000 Penalty: 3871.682373
	Iteration 178Q: 3 clusters Score -1.914261e+07 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137149 members 
Mstep: Class 2 contains 12025 members 
Entering Unmasked Estep 
Score: -19142550.000000 Penalty: 3871.682373
	Iteration 179Q: 3 clusters Score -1.914255e+07 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138207 members 
Mstep: Class 2 contains 10967 members 
Entering Unmasked Estep 
Score: -19142460.000000 Penalty: 3871.682373
	Iteration 180F: 3 clusters Score -1.914246e+07 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139195 members 
Mstep: Class 2 contains 9979 members 
Entering Unmasked Estep 
Score: -19142388.000000 Penalty: 3871.682373
	Iteration 181Q: 3 clusters Score -1.914239e+07 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140168 members 
Mstep: Class 2 contains 9006 members 
Entering Unmasked Estep 
Score: -19142352.000000 Penalty: 3871.682373
	Iteration 182Q: 3 clusters Score -1.914235e+07 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141067 members 
Mstep: Class 2 contains 8107 members 
Entering Unmasked Estep 
Score: -19142324.000000 Penalty: 3871.682373
	Iteration 183Q: 3 clusters Score -1.914232e+07 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141897 members 
Mstep: Class 2 contains 7277 members 
Entering Unmasked Estep 
Score: -19142308.000000 Penalty: 3871.682373
	Iteration 184Q: 3 clusters Score -1.914231e+07 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142621 members 
Mstep: Class 2 contains 6553 members 
Entering Unmasked Estep 
Score: -19142298.000000 Penalty: 3871.682373
	Iteration 185Q: 3 clusters Score -1.91423e+07 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143288 members 
Mstep: Class 2 contains 5886 members 
Entering Unmasked Estep 
Score: -19142282.000000 Penalty: 3871.682373
	Iteration 186Q: 3 clusters Score -1.914228e+07 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143849 members 
Mstep: Class 2 contains 5325 members 
Entering Unmasked Estep 
Score: -19142292.000000 Penalty: 3871.682373
	Iteration 187Q: 3 clusters Score -1.914229e+07 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144336 members 
Mstep: Class 2 contains 4838 members 
Entering Unmasked Estep 
Score: -19142254.000000 Penalty: 3871.682373
	Iteration 188Q: 3 clusters Score -1.914225e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144759 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -19142196.000000 Penalty: 3871.682373
	Iteration 189Q: 3 clusters Score -1.91422e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145117 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -19142178.000000 Penalty: 3871.682373
	Iteration 190Q: 3 clusters Score -1.914218e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145410 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -19142142.000000 Penalty: 3871.682373
	Iteration 191Q: 3 clusters Score -1.914214e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145634 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -19142124.000000 Penalty: 3871.682373
	Iteration 192Q: 3 clusters Score -1.914212e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145832 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -19142110.000000 Penalty: 3871.682373
	Iteration 193Q: 3 clusters Score -1.914211e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145994 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -19142094.000000 Penalty: 3871.682373
	Iteration 194Q: 3 clusters Score -1.914209e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146104 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -19142136.000000 Penalty: 3871.682373
	Iteration 195Q: 3 clusters Score -1.914214e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146198 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -19142130.000000 Penalty: 3871.682373
	Iteration 196Q: 3 clusters Score -1.914213e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146282 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -19142102.000000 Penalty: 3871.682373
	Iteration 197Q: 3 clusters Score -1.91421e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146350 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -19142110.000000 Penalty: 3871.682373
	Iteration 198Q: 3 clusters Score -1.914211e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146411 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -19142104.000000 Penalty: 3871.682373
	Iteration 199Q: 3 clusters Score -1.91421e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146464 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -19142104.000000 Penalty: 3871.682373
	Iteration 200F: 3 clusters Score -1.91421e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146518 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -19142104.000000 Penalty: 3871.682373
	Iteration 201Q: 3 clusters Score -1.91421e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146558 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -19142088.000000 Penalty: 3871.682373
	Iteration 202Q: 3 clusters Score -1.914209e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146594 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -19142064.000000 Penalty: 3871.682373
	Iteration 203Q: 3 clusters Score -1.914206e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146628 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -19142066.000000 Penalty: 3871.682373
	Iteration 204Q: 3 clusters Score -1.914207e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146669 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -19142058.000000 Penalty: 3871.682373
	Iteration 205Q: 3 clusters Score -1.914206e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146714 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -19142054.000000 Penalty: 3871.682373
	Iteration 206Q: 3 clusters Score -1.914205e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146753 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -19142056.000000 Penalty: 3871.682373
	Iteration 207Q: 3 clusters Score -1.914206e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146794 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -19142072.000000 Penalty: 3871.682373
	Iteration 208Q: 3 clusters Score -1.914207e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146830 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -19142086.000000 Penalty: 3871.682373
	Iteration 209Q: 3 clusters Score -1.914209e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146846 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -19142106.000000 Penalty: 3871.682373
	Iteration 210Q: 3 clusters Score -1.914211e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146873 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -19142106.000000 Penalty: 3871.682373
	Iteration 211Q: 3 clusters Score -1.914211e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146899 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -19142104.000000 Penalty: 3871.682373
	Iteration 212Q: 3 clusters Score -1.91421e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146922 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -19142144.000000 Penalty: 3871.682373
	Iteration 213Q: 3 clusters Score -1.914214e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146953 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -19142138.000000 Penalty: 3871.682373
	Iteration 214Q: 3 clusters Score -1.914214e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146984 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -19142158.000000 Penalty: 3871.682373
	Iteration 215Q: 3 clusters Score -1.914216e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147011 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -19142136.000000 Penalty: 3871.682373
	Iteration 216Q: 3 clusters Score -1.914214e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147026 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -19142122.000000 Penalty: 3871.682373
	Iteration 217Q: 3 clusters Score -1.914212e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147040 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -19142122.000000 Penalty: 3871.682373
	Iteration 218Q: 3 clusters Score -1.914212e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147054 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -19142132.000000 Penalty: 3871.682373
	Iteration 219Q: 3 clusters Score -1.914213e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147063 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -19142140.000000 Penalty: 3871.682373
	Iteration 220F: 3 clusters Score -1.914214e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147073 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -19142146.000000 Penalty: 3871.682373
	Iteration 221Q: 3 clusters Score -1.914215e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147080 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -19142148.000000 Penalty: 3871.682373
	Iteration 222Q: 3 clusters Score -1.914215e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147087 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -19142154.000000 Penalty: 3871.682373
	Iteration 223Q: 3 clusters Score -1.914215e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147088 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -19142158.000000 Penalty: 3871.682373
	Iteration 224Q: 3 clusters Score -1.914216e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147091 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -19142166.000000 Penalty: 3871.682373
	Iteration 225Q: 3 clusters Score -1.914217e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147096 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -19142160.000000 Penalty: 3871.682373
	Iteration 226Q: 3 clusters Score -1.914216e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147098 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -19142170.000000 Penalty: 3871.682373
	Iteration 227Q: 3 clusters Score -1.914217e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147108 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -19142170.000000 Penalty: 3871.682373
	Iteration 228Q: 3 clusters Score -1.914217e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147114 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -19142144.000000 Penalty: 3871.682373
	Iteration 229Q: 3 clusters Score -1.914214e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147117 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -19142138.000000 Penalty: 3871.682373
	Iteration 230Q: 3 clusters Score -1.914214e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147120 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -19142148.000000 Penalty: 3871.682373
	Iteration 231Q: 3 clusters Score -1.914215e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147126 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -19142146.000000 Penalty: 3871.682373
	Iteration 232Q: 3 clusters Score -1.914215e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147131 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -19142156.000000 Penalty: 3871.682373
	Iteration 233Q: 3 clusters Score -1.914216e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147132 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -19142158.000000 Penalty: 3871.682373
	Iteration 234Q: 3 clusters Score -1.914216e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147130 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -19142160.000000 Penalty: 3871.682373
	Iteration 235Q: 3 clusters Score -1.914216e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147130 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -19142160.000000 Penalty: 3871.682373
	Iteration 236Q: 3 clusters Score -1.914216e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147135 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -19142160.000000 Penalty: 3871.682373
	Iteration 237Q: 3 clusters Score -1.914216e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147135 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -19142170.000000 Penalty: 3871.682373
	Iteration 238Q: 3 clusters Score -1.914217e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147139 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -19142166.000000 Penalty: 3871.682373
	Iteration 239Q: 3 clusters Score -1.914217e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147141 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -19142166.000000 Penalty: 3871.682373
	Iteration 240F: 3 clusters Score -1.914217e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147144 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -19142164.000000 Penalty: 3871.682373
	Iteration 241Q: 3 clusters Score -1.914216e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147145 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -19142166.000000 Penalty: 3871.682373
	Iteration 242Q: 3 clusters Score -1.914217e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147146 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -19142178.000000 Penalty: 3871.682373
	Iteration 243Q: 3 clusters Score -1.914218e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147148 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -19142180.000000 Penalty: 3871.682373
	Iteration 244Q: 3 clusters Score -1.914218e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147149 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -19142168.000000 Penalty: 3871.682373
	Iteration 245Q: 3 clusters Score -1.914217e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147150 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -19142162.000000 Penalty: 3871.682373
	Iteration 246Q: 3 clusters Score -1.914216e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147151 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -19142174.000000 Penalty: 3871.682373
	Iteration 247Q: 3 clusters Score -1.914217e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147153 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -19142160.000000 Penalty: 3871.682373
	Iteration 248Q: 3 clusters Score -1.914216e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147154 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -19142168.000000 Penalty: 3871.682373
	Iteration 249Q: 3 clusters Score -1.914217e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147155 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -19142162.000000 Penalty: 3871.682373
	Iteration 250Q: 3 clusters Score -1.914216e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147155 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -19142162.000000 Penalty: 3871.682373
	Iteration 251F: 3 clusters Score -1.914216e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (5007 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Entering Unmasked Estep 
Score: -622328.875000 Penalty: 1384.271240
	Iteration 0F: 2 clusters Score -622328.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -618382.750000 Penalty: 2768.542480
	Iteration 0F: 3 clusters Score -618382.8 nChanged 2025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -619524.687500 Penalty: 2768.542480
	Iteration 1F: 3 clusters Score -619524.7 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -619745.000000 Penalty: 2768.542480
	Iteration 2F: 3 clusters Score -619745 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -619944.375000 Penalty: 2768.542480
	Iteration 3F: 3 clusters Score -619944.4 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -620141.250000 Penalty: 2768.542480
	Iteration 4F: 3 clusters Score -620141.2 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -620354.062500 Penalty: 2768.542480
	Iteration 5F: 3 clusters Score -620354.1 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -620598.000000 Penalty: 2768.542480
	Iteration 6F: 3 clusters Score -620598 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -620828.937500 Penalty: 2768.542480
	Iteration 7F: 3 clusters Score -620828.9 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -621063.687500 Penalty: 2768.542480
	Iteration 8F: 3 clusters Score -621063.7 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -621272.937500 Penalty: 2768.542480
	Iteration 9Q: 3 clusters Score -621272.9 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -621436.375000 Penalty: 2768.542480
	Iteration 10Q: 3 clusters Score -621436.4 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -621615.500000 Penalty: 2768.542480
	Iteration 11Q: 3 clusters Score -621615.5 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -621754.125000 Penalty: 2768.542480
	Iteration 12Q: 3 clusters Score -621754.1 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -621880.937500 Penalty: 2768.542480
	Iteration 13Q: 3 clusters Score -621880.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -621966.312500 Penalty: 2768.542480
	Iteration 14Q: 3 clusters Score -621966.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -622027.500000 Penalty: 2768.542480
	Iteration 15Q: 3 clusters Score -622027.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -622066.125000 Penalty: 2768.542480
	Iteration 16Q: 3 clusters Score -622066.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -622089.812500 Penalty: 2768.542480
	Iteration 17Q: 3 clusters Score -622089.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -622098.375000 Penalty: 2768.542480
	Iteration 18Q: 3 clusters Score -622098.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -622104.437500 Penalty: 2768.542480
	Iteration 19Q: 3 clusters Score -622104.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -622109.437500 Penalty: 2768.542480
	Iteration 20F: 3 clusters Score -622109.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -622112.562500 Penalty: 2768.542480
	Iteration 21Q: 3 clusters Score -622112.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -622113.187500 Penalty: 2768.542480
	Iteration 22Q: 3 clusters Score -622113.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -622114.500000 Penalty: 2768.542480
	Iteration 23Q: 3 clusters Score -622114.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -622115.875000 Penalty: 2768.542480
	Iteration 24Q: 3 clusters Score -622115.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -622115.250000 Penalty: 2768.542480
	Iteration 25Q: 3 clusters Score -622115.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -622116.312500 Penalty: 2768.542480
	Iteration 26Q: 3 clusters Score -622116.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -622116.500000 Penalty: 2768.542480
	Iteration 27Q: 3 clusters Score -622116.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -622117.812500 Penalty: 2768.542480
	Iteration 28Q: 3 clusters Score -622117.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -622117.812500 Penalty: 2768.542480
	Iteration 29F: 3 clusters Score -622117.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (5115 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Entering Unmasked Estep 
Score: -617641.062500 Penalty: 1387.739014
	Iteration 0F: 2 clusters Score -617641.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -613603.625000 Penalty: 2775.478027
	Iteration 0F: 3 clusters Score -613603.6 nChanged 2084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -614747.687500 Penalty: 2775.478027
	Iteration 1F: 3 clusters Score -614747.7 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -614971.437500 Penalty: 2775.478027
	Iteration 2F: 3 clusters Score -614971.4 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -615200.562500 Penalty: 2775.478027
	Iteration 3F: 3 clusters Score -615200.6 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -615460.187500 Penalty: 2775.478027
	Iteration 4F: 3 clusters Score -615460.2 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -615751.937500 Penalty: 2775.478027
	Iteration 5F: 3 clusters Score -615751.9 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -616154.500000 Penalty: 2775.478027
	Iteration 6F: 3 clusters Score -616154.5 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -616655.375000 Penalty: 2775.478027
	Iteration 7F: 3 clusters Score -616655.4 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -617090.625000 Penalty: 2775.478027
	Iteration 8F: 3 clusters Score -617090.6 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -617341.625000 Penalty: 2775.478027
	Iteration 9Q: 3 clusters Score -617341.6 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -617487.000000 Penalty: 2775.478027
	Iteration 10Q: 3 clusters Score -617487 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -617560.312500 Penalty: 2775.478027
	Iteration 11Q: 3 clusters Score -617560.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -617638.250000 Penalty: 2775.478027
	Iteration 12Q: 3 clusters Score -617638.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -617688.125000 Penalty: 2775.478027
	Iteration 13Q: 3 clusters Score -617688.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -617717.125000 Penalty: 2775.478027
	Iteration 14Q: 3 clusters Score -617717.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -617742.812500 Penalty: 2775.478027
	Iteration 15Q: 3 clusters Score -617742.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -617759.500000 Penalty: 2775.478027
	Iteration 16Q: 3 clusters Score -617759.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -617772.687500 Penalty: 2775.478027
	Iteration 17Q: 3 clusters Score -617772.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -617781.875000 Penalty: 2775.478027
	Iteration 18Q: 3 clusters Score -617781.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -617788.250000 Penalty: 2775.478027
	Iteration 19Q: 3 clusters Score -617788.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -617796.687500 Penalty: 2775.478027
	Iteration 20F: 3 clusters Score -617796.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -617802.062500 Penalty: 2775.478027
	Iteration 21Q: 3 clusters Score -617802.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -617811.562500 Penalty: 2775.478027
	Iteration 22Q: 3 clusters Score -617811.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -617815.750000 Penalty: 2775.478027
	Iteration 23Q: 3 clusters Score -617815.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -617816.000000 Penalty: 2775.478027
	Iteration 24Q: 3 clusters Score -617816 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -617817.687500 Penalty: 2775.478027
	Iteration 25Q: 3 clusters Score -617817.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -617818.937500 Penalty: 2775.478027
	Iteration 26Q: 3 clusters Score -617818.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -617818.750000 Penalty: 2775.478027
	Iteration 27Q: 3 clusters Score -617818.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -617818.562500 Penalty: 2775.478027
	Iteration 28Q: 3 clusters Score -617818.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -617818.812500 Penalty: 2775.478027
	Iteration 29Q: 3 clusters Score -617818.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -617818.375000 Penalty: 2775.478027
	Iteration 30Q: 3 clusters Score -617818.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -617819.750000 Penalty: 2775.478027
	Iteration 31Q: 3 clusters Score -617819.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -617819.062500 Penalty: 2775.478027
	Iteration 32Q: 3 clusters Score -617819.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -617819.062500 Penalty: 2775.478027
	Iteration 33F: 3 clusters Score -617819.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 498 members 
Mstep: Class 3 contains 22062 members 
Mstep: Class 4 contains 3257 members 
Mstep: Class 5 contains 20479 members 
Mstep: Class 6 contains 92022 members 
Mstep: Class 7 contains 2817 members 
Mstep: Class 8 contains 149174 members 
Mstep: Class 9 contains 5007 members 
Mstep: Class 10 contains 2202 members 
Mstep: Class 11 contains 8687 members 
Mstep: Class 12 contains 2384 members 
Mstep: Class 13 contains 5164 members 
Mstep: Class 14 contains 7277 members 
Mstep: Class 15 contains 22267 members 
Mstep: Class 16 contains 5505 members 
Mstep: Class 17 contains 4333 members 
Mstep: Class 18 contains 12868 members 
Mstep: Class 19 contains 7820 members 
Mstep: Class 20 contains 4569 members 
Mstep: Class 21 contains 48877 members 
Mstep: Class 22 contains 4479 members 
Mstep: Class 23 contains 9416 members 
Mstep: Class 24 contains 17528 members 
Mstep: Class 25 contains 503 members 
Mstep: Class 26 contains 28670 members 
Mstep: Class 27 contains 3193 members 
Mstep: Class 28 contains 16076 members 
Mstep: Class 29 contains 38027 members 
Mstep: Class 30 contains 19859 members 
Mstep: Class 31 contains 35635 members 
Mstep: Class 32 contains 3345 members 
Mstep: Class 33 contains 6319 members 
Mstep: Class 34 contains 11256 members 
Mstep: Class 35 contains 17779 members 
Mstep: Class 36 contains 12096 members 
Mstep: Class 37 contains 2763 members 
Mstep: Class 38 contains 17315 members 
Mstep: Class 39 contains 4341 members 
Mstep: Class 40 contains 2981 members 
Mstep: Class 41 contains 9618 members 
Mstep: Class 42 contains 7182 members 
Mstep: Class 43 contains 27502 members 
Mstep: Class 44 contains 4307 members 
Mstep: Class 45 contains 21746 members 
Mstep: Class 46 contains 9391 members 
Mstep: Class 47 contains 1769 members 
Mstep: Class 48 contains 21170 members 
Mstep: Class 49 contains 35309 members 
Mstep: Class 50 contains 2913 members 
Entering Unmasked Estep 
Score: -100304440.000000 Penalty: 110644.859375
Splitting cluster 10 changes total score from -100305072.000000 to -100304440.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 11 (8687 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8687 members 
Entering Unmasked Estep 
Score: -1086865.750000 Penalty: 1473.807251
	Iteration 0F: 2 clusters Score -1086866 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -1080591.625000 Penalty: 2947.614502
	Iteration 0F: 3 clusters Score -1080592 nChanged 3658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -1082395.250000 Penalty: 2947.614502
	Iteration 1F: 3 clusters Score -1082395 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -1082618.625000 Penalty: 2947.614502
	Iteration 2F: 3 clusters Score -1082619 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -1082808.875000 Penalty: 2947.614502
	Iteration 3F: 3 clusters Score -1082809 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -1082965.250000 Penalty: 2947.614502
	Iteration 4Q: 3 clusters Score -1082965 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -1083125.000000 Penalty: 2947.614502
	Iteration 5Q: 3 clusters Score -1083125 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -1083295.250000 Penalty: 2947.614502
	Iteration 6Q: 3 clusters Score -1083295 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -1083475.625000 Penalty: 2947.614502
	Iteration 7Q: 3 clusters Score -1083476 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -1083671.500000 Penalty: 2947.614502
	Iteration 8Q: 3 clusters Score -1083672 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -1083874.000000 Penalty: 2947.614502
	Iteration 9Q: 3 clusters Score -1083874 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -1084081.375000 Penalty: 2947.614502
	Iteration 10Q: 3 clusters Score -1084081 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -1084267.375000 Penalty: 2947.614502
	Iteration 11Q: 3 clusters Score -1084267 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -1084409.250000 Penalty: 2947.614502
	Iteration 12Q: 3 clusters Score -1084409 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -1084503.875000 Penalty: 2947.614502
	Iteration 13Q: 3 clusters Score -1084504 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -1084574.750000 Penalty: 2947.614502
	Iteration 14Q: 3 clusters Score -1084575 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -1084623.875000 Penalty: 2947.614502
	Iteration 15Q: 3 clusters Score -1084624 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5412 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -1084648.375000 Penalty: 2947.614502
	Iteration 16Q: 3 clusters Score -1084648 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5419 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -1084663.500000 Penalty: 2947.614502
	Iteration 17Q: 3 clusters Score -1084664 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5405 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -1084675.000000 Penalty: 2947.614502
	Iteration 18Q: 3 clusters Score -1084675 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -1084690.750000 Penalty: 2947.614502
	Iteration 19Q: 3 clusters Score -1084691 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -1084702.125000 Penalty: 2947.614502
	Iteration 20F: 3 clusters Score -1084702 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -1084714.000000 Penalty: 2947.614502
	Iteration 21Q: 3 clusters Score -1084714 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5313 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -1084723.000000 Penalty: 2947.614502
	Iteration 22Q: 3 clusters Score -1084723 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5291 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -1084734.250000 Penalty: 2947.614502
	Iteration 23Q: 3 clusters Score -1084734 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5274 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -1084746.750000 Penalty: 2947.614502
	Iteration 24Q: 3 clusters Score -1084747 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -1084757.500000 Penalty: 2947.614502
	Iteration 25Q: 3 clusters Score -1084758 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5239 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -1084766.000000 Penalty: 2947.614502
	Iteration 26Q: 3 clusters Score -1084766 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5222 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -1084770.125000 Penalty: 2947.614502
	Iteration 27Q: 3 clusters Score -1084770 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -1084778.500000 Penalty: 2947.614502
	Iteration 28Q: 3 clusters Score -1084778 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -1084780.750000 Penalty: 2947.614502
	Iteration 29Q: 3 clusters Score -1084781 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -1084780.875000 Penalty: 2947.614502
	Iteration 30Q: 3 clusters Score -1084781 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -1084781.625000 Penalty: 2947.614502
	Iteration 31Q: 3 clusters Score -1084782 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -1084785.875000 Penalty: 2947.614502
	Iteration 32Q: 3 clusters Score -1084786 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -1084786.500000 Penalty: 2947.614502
	Iteration 33Q: 3 clusters Score -1084786 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -1084789.875000 Penalty: 2947.614502
	Iteration 34Q: 3 clusters Score -1084790 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5121 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -1084792.875000 Penalty: 2947.614502
	Iteration 35Q: 3 clusters Score -1084793 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -1084793.750000 Penalty: 2947.614502
	Iteration 36Q: 3 clusters Score -1084794 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -1084792.750000 Penalty: 2947.614502
	Iteration 37Q: 3 clusters Score -1084793 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -1084794.625000 Penalty: 2947.614502
	Iteration 38Q: 3 clusters Score -1084795 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -1084796.000000 Penalty: 2947.614502
	Iteration 39Q: 3 clusters Score -1084796 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -1084796.125000 Penalty: 2947.614502
	Iteration 40F: 3 clusters Score -1084796 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -1084794.875000 Penalty: 2947.614502
	Iteration 41Q: 3 clusters Score -1084795 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -1084800.375000 Penalty: 2947.614502
	Iteration 42Q: 3 clusters Score -1084800 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5072 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -1084799.250000 Penalty: 2947.614502
	Iteration 43Q: 3 clusters Score -1084799 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -1084801.250000 Penalty: 2947.614502
	Iteration 44Q: 3 clusters Score -1084801 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -1084803.625000 Penalty: 2947.614502
	Iteration 45Q: 3 clusters Score -1084804 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -1084804.750000 Penalty: 2947.614502
	Iteration 46Q: 3 clusters Score -1084805 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -1084803.125000 Penalty: 2947.614502
	Iteration 47Q: 3 clusters Score -1084803 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -1084804.250000 Penalty: 2947.614502
	Iteration 48Q: 3 clusters Score -1084804 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -1084806.375000 Penalty: 2947.614502
	Iteration 49Q: 3 clusters Score -1084806 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -1084807.000000 Penalty: 2947.614502
	Iteration 50Q: 3 clusters Score -1084807 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -1084808.125000 Penalty: 2947.614502
	Iteration 51Q: 3 clusters Score -1084808 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5048 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -1084806.625000 Penalty: 2947.614502
	Iteration 52Q: 3 clusters Score -1084807 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -1084808.125000 Penalty: 2947.614502
	Iteration 53Q: 3 clusters Score -1084808 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -1084808.500000 Penalty: 2947.614502
	Iteration 54Q: 3 clusters Score -1084808 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -1084808.500000 Penalty: 2947.614502
	Iteration 55F: 3 clusters Score -1084808 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (2384 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Entering Unmasked Estep 
Score: -288981.875000 Penalty: 1263.686890
	Iteration 0F: 2 clusters Score -288981.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -286676.000000 Penalty: 2527.373779
	Iteration 0F: 3 clusters Score -286676 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -287324.718750 Penalty: 2527.373779
	Iteration 1F: 3 clusters Score -287324.7 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -287565.781250 Penalty: 2527.373779
	Iteration 2F: 3 clusters Score -287565.8 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -287758.531250 Penalty: 2527.373779
	Iteration 3F: 3 clusters Score -287758.5 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -287924.593750 Penalty: 2527.373779
	Iteration 4F: 3 clusters Score -287924.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -288024.531250 Penalty: 2527.373779
	Iteration 5F: 3 clusters Score -288024.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -288113.281250 Penalty: 2527.373779
	Iteration 6Q: 3 clusters Score -288113.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -288182.437500 Penalty: 2527.373779
	Iteration 7Q: 3 clusters Score -288182.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -288222.906250 Penalty: 2527.373779
	Iteration 8Q: 3 clusters Score -288222.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -288248.281250 Penalty: 2527.373779
	Iteration 9Q: 3 clusters Score -288248.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -288263.656250 Penalty: 2527.373779
	Iteration 10Q: 3 clusters Score -288263.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -288274.531250 Penalty: 2527.373779
	Iteration 11Q: 3 clusters Score -288274.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -288280.062500 Penalty: 2527.373779
	Iteration 12Q: 3 clusters Score -288280.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -288283.718750 Penalty: 2527.373779
	Iteration 13Q: 3 clusters Score -288283.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -288287.593750 Penalty: 2527.373779
	Iteration 14Q: 3 clusters Score -288287.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -288288.343750 Penalty: 2527.373779
	Iteration 15Q: 3 clusters Score -288288.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -288289.093750 Penalty: 2527.373779
	Iteration 16Q: 3 clusters Score -288289.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -288289.250000 Penalty: 2527.373779
	Iteration 17Q: 3 clusters Score -288289.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -288289.312500 Penalty: 2527.373779
	Iteration 18Q: 3 clusters Score -288289.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -288289.906250 Penalty: 2527.373779
	Iteration 19Q: 3 clusters Score -288289.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -288289.906250 Penalty: 2527.373779
	Iteration 20F: 3 clusters Score -288289.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (5164 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5164 members 
Entering Unmasked Estep 
Score: -654038.062500 Penalty: 1389.288452
	Iteration 0F: 2 clusters Score -654038.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -649972.125000 Penalty: 2778.576904
	Iteration 0F: 3 clusters Score -649972.1 nChanged 2084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -651100.187500 Penalty: 2778.576904
	Iteration 1F: 3 clusters Score -651100.2 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -651285.625000 Penalty: 2778.576904
	Iteration 2F: 3 clusters Score -651285.6 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -651400.937500 Penalty: 2778.576904
	Iteration 3F: 3 clusters Score -651400.9 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -651478.750000 Penalty: 2778.576904
	Iteration 4Q: 3 clusters Score -651478.8 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -651548.687500 Penalty: 2778.576904
	Iteration 5Q: 3 clusters Score -651548.7 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -651609.500000 Penalty: 2778.576904
	Iteration 6Q: 3 clusters Score -651609.5 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -651669.625000 Penalty: 2778.576904
	Iteration 7Q: 3 clusters Score -651669.6 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -651746.125000 Penalty: 2778.576904
	Iteration 8Q: 3 clusters Score -651746.1 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -651826.812500 Penalty: 2778.576904
	Iteration 9Q: 3 clusters Score -651826.8 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -651934.375000 Penalty: 2778.576904
	Iteration 10Q: 3 clusters Score -651934.4 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -652034.250000 Penalty: 2778.576904
	Iteration 11Q: 3 clusters Score -652034.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -652122.375000 Penalty: 2778.576904
	Iteration 12Q: 3 clusters Score -652122.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -652183.062500 Penalty: 2778.576904
	Iteration 13Q: 3 clusters Score -652183.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -652237.937500 Penalty: 2778.576904
	Iteration 14Q: 3 clusters Score -652237.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -652291.562500 Penalty: 2778.576904
	Iteration 15Q: 3 clusters Score -652291.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -652348.000000 Penalty: 2778.576904
	Iteration 16Q: 3 clusters Score -652348 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -652400.375000 Penalty: 2778.576904
	Iteration 17Q: 3 clusters Score -652400.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -652447.375000 Penalty: 2778.576904
	Iteration 18Q: 3 clusters Score -652447.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -652485.125000 Penalty: 2778.576904
	Iteration 19Q: 3 clusters Score -652485.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -652519.687500 Penalty: 2778.576904
	Iteration 20F: 3 clusters Score -652519.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -652542.250000 Penalty: 2778.576904
	Iteration 21Q: 3 clusters Score -652542.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -652556.500000 Penalty: 2778.576904
	Iteration 22Q: 3 clusters Score -652556.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -652571.750000 Penalty: 2778.576904
	Iteration 23Q: 3 clusters Score -652571.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -652586.750000 Penalty: 2778.576904
	Iteration 24Q: 3 clusters Score -652586.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -652600.062500 Penalty: 2778.576904
	Iteration 25Q: 3 clusters Score -652600.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -652610.187500 Penalty: 2778.576904
	Iteration 26Q: 3 clusters Score -652610.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -652617.062500 Penalty: 2778.576904
	Iteration 27Q: 3 clusters Score -652617.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -652623.437500 Penalty: 2778.576904
	Iteration 28Q: 3 clusters Score -652623.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -652631.125000 Penalty: 2778.576904
	Iteration 29Q: 3 clusters Score -652631.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -652639.062500 Penalty: 2778.576904
	Iteration 30Q: 3 clusters Score -652639.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -652646.500000 Penalty: 2778.576904
	Iteration 31Q: 3 clusters Score -652646.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -652654.000000 Penalty: 2778.576904
	Iteration 32Q: 3 clusters Score -652654 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -652663.875000 Penalty: 2778.576904
	Iteration 33Q: 3 clusters Score -652663.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -652667.750000 Penalty: 2778.576904
	Iteration 34Q: 3 clusters Score -652667.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -652670.875000 Penalty: 2778.576904
	Iteration 35Q: 3 clusters Score -652670.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -652674.875000 Penalty: 2778.576904
	Iteration 36Q: 3 clusters Score -652674.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -652680.250000 Penalty: 2778.576904
	Iteration 37Q: 3 clusters Score -652680.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -652684.625000 Penalty: 2778.576904
	Iteration 38Q: 3 clusters Score -652684.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -652691.312500 Penalty: 2778.576904
	Iteration 39Q: 3 clusters Score -652691.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -652695.625000 Penalty: 2778.576904
	Iteration 40F: 3 clusters Score -652695.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -652701.437500 Penalty: 2778.576904
	Iteration 41Q: 3 clusters Score -652701.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -652706.812500 Penalty: 2778.576904
	Iteration 42Q: 3 clusters Score -652706.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -652710.812500 Penalty: 2778.576904
	Iteration 43Q: 3 clusters Score -652710.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -652714.937500 Penalty: 2778.576904
	Iteration 44Q: 3 clusters Score -652714.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -652718.250000 Penalty: 2778.576904
	Iteration 45Q: 3 clusters Score -652718.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -652718.562500 Penalty: 2778.576904
	Iteration 46Q: 3 clusters Score -652718.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -652721.187500 Penalty: 2778.576904
	Iteration 47Q: 3 clusters Score -652721.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -652725.875000 Penalty: 2778.576904
	Iteration 48Q: 3 clusters Score -652725.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -652728.187500 Penalty: 2778.576904
	Iteration 49Q: 3 clusters Score -652728.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -652729.437500 Penalty: 2778.576904
	Iteration 50Q: 3 clusters Score -652729.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -652733.625000 Penalty: 2778.576904
	Iteration 51Q: 3 clusters Score -652733.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -652735.187500 Penalty: 2778.576904
	Iteration 52Q: 3 clusters Score -652735.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -652736.000000 Penalty: 2778.576904
	Iteration 53Q: 3 clusters Score -652736 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -652736.312500 Penalty: 2778.576904
	Iteration 54Q: 3 clusters Score -652736.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -652736.812500 Penalty: 2778.576904
	Iteration 55Q: 3 clusters Score -652736.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -652738.687500 Penalty: 2778.576904
	Iteration 56Q: 3 clusters Score -652738.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -652739.437500 Penalty: 2778.576904
	Iteration 57Q: 3 clusters Score -652739.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -652740.812500 Penalty: 2778.576904
	Iteration 58Q: 3 clusters Score -652740.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -652743.937500 Penalty: 2778.576904
	Iteration 59Q: 3 clusters Score -652743.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -652745.937500 Penalty: 2778.576904
	Iteration 60F: 3 clusters Score -652745.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -652746.000000 Penalty: 2778.576904
	Iteration 61Q: 3 clusters Score -652746 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -652746.000000 Penalty: 2778.576904
	Iteration 62F: 3 clusters Score -652746 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (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: -804638.000000 Penalty: 1445.027100
	Iteration 0F: 2 clusters Score -804638 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -799303.000000 Penalty: 2890.054199
	Iteration 0F: 3 clusters Score -799303 nChanged 3061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -801244.562500 Penalty: 2890.054199
	Iteration 1F: 3 clusters Score -801244.6 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -801744.812500 Penalty: 2890.054199
	Iteration 2F: 3 clusters Score -801744.8 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -802146.250000 Penalty: 2890.054199
	Iteration 3F: 3 clusters Score -802146.2 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -802397.625000 Penalty: 2890.054199
	Iteration 4F: 3 clusters Score -802397.6 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -802579.812500 Penalty: 2890.054199
	Iteration 5Q: 3 clusters Score -802579.8 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -802740.375000 Penalty: 2890.054199
	Iteration 6Q: 3 clusters Score -802740.4 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
Score: -802851.000000 Penalty: 2890.054199
	Iteration 7Q: 3 clusters Score -802851 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 5157 members 
Entering Unmasked Estep 
Score: -802940.187500 Penalty: 2890.054199
	Iteration 8Q: 3 clusters Score -802940.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 5222 members 
Entering Unmasked Estep 
Score: -803000.562500 Penalty: 2890.054199
	Iteration 9Q: 3 clusters Score -803000.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 5294 members 
Entering Unmasked Estep 
Score: -803055.437500 Penalty: 2890.054199
	Iteration 10Q: 3 clusters Score -803055.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 5349 members 
Entering Unmasked Estep 
Score: -803089.812500 Penalty: 2890.054199
	Iteration 11Q: 3 clusters Score -803089.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 5390 members 
Entering Unmasked Estep 
Score: -803116.812500 Penalty: 2890.054199
	Iteration 12Q: 3 clusters Score -803116.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 5435 members 
Entering Unmasked Estep 
Score: -803135.875000 Penalty: 2890.054199
	Iteration 13Q: 3 clusters Score -803135.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 5475 members 
Entering Unmasked Estep 
Score: -803153.437500 Penalty: 2890.054199
	Iteration 14Q: 3 clusters Score -803153.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 5519 members 
Entering Unmasked Estep 
Score: -803172.625000 Penalty: 2890.054199
	Iteration 15Q: 3 clusters Score -803172.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 5570 members 
Entering Unmasked Estep 
Score: -803199.750000 Penalty: 2890.054199
	Iteration 16Q: 3 clusters Score -803199.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 5619 members 
Entering Unmasked Estep 
Score: -803229.562500 Penalty: 2890.054199
	Iteration 17Q: 3 clusters Score -803229.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 5668 members 
Entering Unmasked Estep 
Score: -803259.062500 Penalty: 2890.054199
	Iteration 18Q: 3 clusters Score -803259.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 5709 members 
Entering Unmasked Estep 
Score: -803282.250000 Penalty: 2890.054199
	Iteration 19Q: 3 clusters Score -803282.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 5751 members 
Entering Unmasked Estep 
Score: -803308.125000 Penalty: 2890.054199
	Iteration 20F: 3 clusters Score -803308.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 5790 members 
Entering Unmasked Estep 
Score: -803331.062500 Penalty: 2890.054199
	Iteration 21Q: 3 clusters Score -803331.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 5839 members 
Entering Unmasked Estep 
Score: -803358.812500 Penalty: 2890.054199
	Iteration 22Q: 3 clusters Score -803358.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 5876 members 
Entering Unmasked Estep 
Score: -803374.812500 Penalty: 2890.054199
	Iteration 23Q: 3 clusters Score -803374.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 5908 members 
Entering Unmasked Estep 
Score: -803387.437500 Penalty: 2890.054199
	Iteration 24Q: 3 clusters Score -803387.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 5938 members 
Entering Unmasked Estep 
Score: -803406.875000 Penalty: 2890.054199
	Iteration 25Q: 3 clusters Score -803406.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 5971 members 
Entering Unmasked Estep 
Score: -803425.562500 Penalty: 2890.054199
	Iteration 26Q: 3 clusters Score -803425.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 6006 members 
Entering Unmasked Estep 
Score: -803448.687500 Penalty: 2890.054199
	Iteration 27Q: 3 clusters Score -803448.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 6040 members 
Entering Unmasked Estep 
Score: -803460.687500 Penalty: 2890.054199
	Iteration 28Q: 3 clusters Score -803460.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 6062 members 
Entering Unmasked Estep 
Score: -803469.937500 Penalty: 2890.054199
	Iteration 29Q: 3 clusters Score -803469.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 6086 members 
Entering Unmasked Estep 
Score: -803482.375000 Penalty: 2890.054199
	Iteration 30Q: 3 clusters Score -803482.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 6103 members 
Entering Unmasked Estep 
Score: -803490.687500 Penalty: 2890.054199
	Iteration 31Q: 3 clusters Score -803490.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 6125 members 
Entering Unmasked Estep 
Score: -803499.125000 Penalty: 2890.054199
	Iteration 32Q: 3 clusters Score -803499.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 6147 members 
Entering Unmasked Estep 
Score: -803506.000000 Penalty: 2890.054199
	Iteration 33Q: 3 clusters Score -803506 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 6162 members 
Entering Unmasked Estep 
Score: -803509.937500 Penalty: 2890.054199
	Iteration 34Q: 3 clusters Score -803509.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 6168 members 
Entering Unmasked Estep 
Score: -803511.687500 Penalty: 2890.054199
	Iteration 35Q: 3 clusters Score -803511.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 6176 members 
Entering Unmasked Estep 
Score: -803515.187500 Penalty: 2890.054199
	Iteration 36Q: 3 clusters Score -803515.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 6186 members 
Entering Unmasked Estep 
Score: -803518.750000 Penalty: 2890.054199
	Iteration 37Q: 3 clusters Score -803518.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 6194 members 
Entering Unmasked Estep 
Score: -803520.937500 Penalty: 2890.054199
	Iteration 38Q: 3 clusters Score -803520.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 6203 members 
Entering Unmasked Estep 
Score: -803523.750000 Penalty: 2890.054199
	Iteration 39Q: 3 clusters Score -803523.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 6209 members 
Entering Unmasked Estep 
Score: -803524.812500 Penalty: 2890.054199
	Iteration 40F: 3 clusters Score -803524.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 6213 members 
Entering Unmasked Estep 
Score: -803525.187500 Penalty: 2890.054199
	Iteration 41Q: 3 clusters Score -803525.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 6217 members 
Entering Unmasked Estep 
Score: -803526.625000 Penalty: 2890.054199
	Iteration 42Q: 3 clusters Score -803526.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 6223 members 
Entering Unmasked Estep 
Score: -803529.000000 Penalty: 2890.054199
	Iteration 43Q: 3 clusters Score -803529 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 6227 members 
Entering Unmasked Estep 
Score: -803530.437500 Penalty: 2890.054199
	Iteration 44Q: 3 clusters Score -803530.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 6233 members 
Entering Unmasked Estep 
Score: -803532.000000 Penalty: 2890.054199
	Iteration 45Q: 3 clusters Score -803532 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 6237 members 
Entering Unmasked Estep 
Score: -803532.687500 Penalty: 2890.054199
	Iteration 46Q: 3 clusters Score -803532.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 6240 members 
Entering Unmasked Estep 
Score: -803535.437500 Penalty: 2890.054199
	Iteration 47Q: 3 clusters Score -803535.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 6244 members 
Entering Unmasked Estep 
Score: -803535.125000 Penalty: 2890.054199
	Iteration 48Q: 3 clusters Score -803535.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 6244 members 
Entering Unmasked Estep 
Score: -803535.125000 Penalty: 2890.054199
	Iteration 49F: 3 clusters Score -803535.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (22267 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22267 members 
Entering Unmasked Estep 
Score: -2838590.000000 Penalty: 1626.765015
	Iteration 0F: 2 clusters Score -2838590 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11151 members 
Mstep: Class 2 contains 11116 members 
Entering Unmasked Estep 
Score: -2823376.750000 Penalty: 3253.530029
	Iteration 0F: 3 clusters Score -2823377 nChanged 10229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11222 members 
Mstep: Class 2 contains 11045 members 
Entering Unmasked Estep 
Score: -2829033.250000 Penalty: 3253.530029
	Iteration 1F: 3 clusters Score -2829033 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11256 members 
Mstep: Class 2 contains 11011 members 
Entering Unmasked Estep 
Score: -2829310.000000 Penalty: 3253.530029
	Iteration 2Q: 3 clusters Score -2829310 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11321 members 
Mstep: Class 2 contains 10946 members 
Entering Unmasked Estep 
Score: -2829567.000000 Penalty: 3253.530029
	Iteration 3Q: 3 clusters Score -2829567 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11336 members 
Mstep: Class 2 contains 10931 members 
Entering Unmasked Estep 
Score: -2829800.500000 Penalty: 3253.530029
	Iteration 4Q: 3 clusters Score -2829800 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11401 members 
Mstep: Class 2 contains 10866 members 
Entering Unmasked Estep 
Score: -2830025.000000 Penalty: 3253.530029
	Iteration 5Q: 3 clusters Score -2830025 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11474 members 
Mstep: Class 2 contains 10793 members 
Entering Unmasked Estep 
Score: -2830255.500000 Penalty: 3253.530029
	Iteration 6Q: 3 clusters Score -2830256 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11549 members 
Mstep: Class 2 contains 10718 members 
Entering Unmasked Estep 
Score: -2830556.250000 Penalty: 3253.530029
	Iteration 7Q: 3 clusters Score -2830556 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11591 members 
Mstep: Class 2 contains 10676 members 
Entering Unmasked Estep 
Score: -2830938.500000 Penalty: 3253.530029
	Iteration 8Q: 3 clusters Score -2830938 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11577 members 
Mstep: Class 2 contains 10690 members 
Entering Unmasked Estep 
Score: -2831421.750000 Penalty: 3253.530029
	Iteration 9Q: 3 clusters Score -2831422 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11496 members 
Mstep: Class 2 contains 10771 members 
Entering Unmasked Estep 
Score: -2831950.250000 Penalty: 3253.530029
	Iteration 10Q: 3 clusters Score -2831950 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11332 members 
Mstep: Class 2 contains 10935 members 
Entering Unmasked Estep 
Score: -2832370.500000 Penalty: 3253.530029
	Iteration 11Q: 3 clusters Score -2832370 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11122 members 
Mstep: Class 2 contains 11145 members 
Entering Unmasked Estep 
Score: -2832764.500000 Penalty: 3253.530029
	Iteration 12Q: 3 clusters Score -2832764 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10866 members 
Mstep: Class 2 contains 11401 members 
Entering Unmasked Estep 
Score: -2833142.750000 Penalty: 3253.530029
	Iteration 13Q: 3 clusters Score -2833143 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10565 members 
Mstep: Class 2 contains 11702 members 
Entering Unmasked Estep 
Score: -2833456.750000 Penalty: 3253.530029
	Iteration 14Q: 3 clusters Score -2833457 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10264 members 
Mstep: Class 2 contains 12003 members 
Entering Unmasked Estep 
Score: -2833731.500000 Penalty: 3253.530029
	Iteration 15Q: 3 clusters Score -2833732 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9959 members 
Mstep: Class 2 contains 12308 members 
Entering Unmasked Estep 
Score: -2833947.000000 Penalty: 3253.530029
	Iteration 16Q: 3 clusters Score -2833947 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9661 members 
Mstep: Class 2 contains 12606 members 
Entering Unmasked Estep 
Score: -2834138.500000 Penalty: 3253.530029
	Iteration 17Q: 3 clusters Score -2834138 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9332 members 
Mstep: Class 2 contains 12935 members 
Entering Unmasked Estep 
Score: -2834309.500000 Penalty: 3253.530029
	Iteration 18Q: 3 clusters Score -2834310 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8980 members 
Mstep: Class 2 contains 13287 members 
Entering Unmasked Estep 
Score: -2834454.750000 Penalty: 3253.530029
	Iteration 19Q: 3 clusters Score -2834455 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8625 members 
Mstep: Class 2 contains 13642 members 
Entering Unmasked Estep 
Score: -2834582.250000 Penalty: 3253.530029
	Iteration 20F: 3 clusters Score -2834582 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8254 members 
Mstep: Class 2 contains 14013 members 
Entering Unmasked Estep 
Score: -2834725.500000 Penalty: 3253.530029
	Iteration 21Q: 3 clusters Score -2834726 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7859 members 
Mstep: Class 2 contains 14408 members 
Entering Unmasked Estep 
Score: -2834849.250000 Penalty: 3253.530029
	Iteration 22Q: 3 clusters Score -2834849 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7451 members 
Mstep: Class 2 contains 14816 members 
Entering Unmasked Estep 
Score: -2835000.750000 Penalty: 3253.530029
	Iteration 23Q: 3 clusters Score -2835001 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7048 members 
Mstep: Class 2 contains 15219 members 
Entering Unmasked Estep 
Score: -2835171.500000 Penalty: 3253.530029
	Iteration 24Q: 3 clusters Score -2835172 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6596 members 
Mstep: Class 2 contains 15671 members 
Entering Unmasked Estep 
Score: -2835384.000000 Penalty: 3253.530029
	Iteration 25Q: 3 clusters Score -2835384 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6130 members 
Mstep: Class 2 contains 16137 members 
Entering Unmasked Estep 
Score: -2835619.000000 Penalty: 3253.530029
	Iteration 26Q: 3 clusters Score -2835619 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5687 members 
Mstep: Class 2 contains 16580 members 
Entering Unmasked Estep 
Score: -2835854.750000 Penalty: 3253.530029
	Iteration 27Q: 3 clusters Score -2835855 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5265 members 
Mstep: Class 2 contains 17002 members 
Entering Unmasked Estep 
Score: -2836074.750000 Penalty: 3253.530029
	Iteration 28Q: 3 clusters Score -2836075 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 17419 members 
Entering Unmasked Estep 
Score: -2836305.750000 Penalty: 3253.530029
	Iteration 29Q: 3 clusters Score -2836306 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 17816 members 
Entering Unmasked Estep 
Score: -2836516.750000 Penalty: 3253.530029
	Iteration 30Q: 3 clusters Score -2836517 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 18129 members 
Entering Unmasked Estep 
Score: -2836685.500000 Penalty: 3253.530029
	Iteration 31Q: 3 clusters Score -2836686 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 18417 members 
Entering Unmasked Estep 
Score: -2836825.000000 Penalty: 3253.530029
	Iteration 32Q: 3 clusters Score -2836825 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 18639 members 
Entering Unmasked Estep 
Score: -2836908.500000 Penalty: 3253.530029
	Iteration 33Q: 3 clusters Score -2836908 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 18816 members 
Entering Unmasked Estep 
Score: -2836978.000000 Penalty: 3253.530029
	Iteration 34Q: 3 clusters Score -2836978 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 18950 members 
Entering Unmasked Estep 
Score: -2837016.250000 Penalty: 3253.530029
	Iteration 35Q: 3 clusters Score -2837016 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 19062 members 
Entering Unmasked Estep 
Score: -2837057.250000 Penalty: 3253.530029
	Iteration 36Q: 3 clusters Score -2837057 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 19176 members 
Entering Unmasked Estep 
Score: -2837088.500000 Penalty: 3253.530029
	Iteration 37Q: 3 clusters Score -2837088 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 19270 members 
Entering Unmasked Estep 
Score: -2837119.250000 Penalty: 3253.530029
	Iteration 38Q: 3 clusters Score -2837119 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 19356 members 
Entering Unmasked Estep 
Score: -2837137.500000 Penalty: 3253.530029
	Iteration 39Q: 3 clusters Score -2837138 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 19439 members 
Entering Unmasked Estep 
Score: -2837167.750000 Penalty: 3253.530029
	Iteration 40F: 3 clusters Score -2837168 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 19522 members 
Entering Unmasked Estep 
Score: -2837181.750000 Penalty: 3253.530029
	Iteration 41Q: 3 clusters Score -2837182 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 19580 members 
Entering Unmasked Estep 
Score: -2837180.500000 Penalty: 3253.530029
	Iteration 42Q: 3 clusters Score -2837180 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 19627 members 
Entering Unmasked Estep 
Score: -2837195.500000 Penalty: 3253.530029
	Iteration 43Q: 3 clusters Score -2837196 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 19673 members 
Entering Unmasked Estep 
Score: -2837206.500000 Penalty: 3253.530029
	Iteration 44Q: 3 clusters Score -2837206 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 19720 members 
Entering Unmasked Estep 
Score: -2837212.250000 Penalty: 3253.530029
	Iteration 45Q: 3 clusters Score -2837212 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 19768 members 
Entering Unmasked Estep 
Score: -2837226.250000 Penalty: 3253.530029
	Iteration 46Q: 3 clusters Score -2837226 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 19819 members 
Entering Unmasked Estep 
Score: -2837240.250000 Penalty: 3253.530029
	Iteration 47Q: 3 clusters Score -2837240 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 19869 members 
Entering Unmasked Estep 
Score: -2837262.000000 Penalty: 3253.530029
	Iteration 48Q: 3 clusters Score -2837262 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 19920 members 
Entering Unmasked Estep 
Score: -2837274.500000 Penalty: 3253.530029
	Iteration 49Q: 3 clusters Score -2837274 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 19960 members 
Entering Unmasked Estep 
Score: -2837277.500000 Penalty: 3253.530029
	Iteration 50Q: 3 clusters Score -2837278 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 19991 members 
Entering Unmasked Estep 
Score: -2837280.500000 Penalty: 3253.530029
	Iteration 51Q: 3 clusters Score -2837280 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 20025 members 
Entering Unmasked Estep 
Score: -2837288.250000 Penalty: 3253.530029
	Iteration 52Q: 3 clusters Score -2837288 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 20055 members 
Entering Unmasked Estep 
Score: -2837296.250000 Penalty: 3253.530029
	Iteration 53Q: 3 clusters Score -2837296 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 20095 members 
Entering Unmasked Estep 
Score: -2837305.750000 Penalty: 3253.530029
	Iteration 54Q: 3 clusters Score -2837306 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 20142 members 
Entering Unmasked Estep 
Score: -2837317.000000 Penalty: 3253.530029
	Iteration 55Q: 3 clusters Score -2837317 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 20177 members 
Entering Unmasked Estep 
Score: -2837329.250000 Penalty: 3253.530029
	Iteration 56Q: 3 clusters Score -2837329 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 20210 members 
Entering Unmasked Estep 
Score: -2837338.500000 Penalty: 3253.530029
	Iteration 57Q: 3 clusters Score -2837338 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 20238 members 
Entering Unmasked Estep 
Score: -2837343.750000 Penalty: 3253.530029
	Iteration 58Q: 3 clusters Score -2837344 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 20264 members 
Entering Unmasked Estep 
Score: -2837350.000000 Penalty: 3253.530029
	Iteration 59Q: 3 clusters Score -2837350 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 20294 members 
Entering Unmasked Estep 
Score: -2837358.500000 Penalty: 3253.530029
	Iteration 60F: 3 clusters Score -2837358 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 20321 members 
Entering Unmasked Estep 
Score: -2837367.250000 Penalty: 3253.530029
	Iteration 61Q: 3 clusters Score -2837367 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 20352 members 
Entering Unmasked Estep 
Score: -2837374.250000 Penalty: 3253.530029
	Iteration 62Q: 3 clusters Score -2837374 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 20378 members 
Entering Unmasked Estep 
Score: -2837379.250000 Penalty: 3253.530029
	Iteration 63Q: 3 clusters Score -2837379 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 20404 members 
Entering Unmasked Estep 
Score: -2837386.000000 Penalty: 3253.530029
	Iteration 64Q: 3 clusters Score -2837386 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 20425 members 
Entering Unmasked Estep 
Score: -2837389.000000 Penalty: 3253.530029
	Iteration 65Q: 3 clusters Score -2837389 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 20440 members 
Entering Unmasked Estep 
Score: -2837392.250000 Penalty: 3253.530029
	Iteration 66Q: 3 clusters Score -2837392 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 20451 members 
Entering Unmasked Estep 
Score: -2837395.250000 Penalty: 3253.530029
	Iteration 67Q: 3 clusters Score -2837395 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 20460 members 
Entering Unmasked Estep 
Score: -2837401.500000 Penalty: 3253.530029
	Iteration 68Q: 3 clusters Score -2837402 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 20468 members 
Entering Unmasked Estep 
Score: -2837401.750000 Penalty: 3253.530029
	Iteration 69Q: 3 clusters Score -2837402 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 20473 members 
Entering Unmasked Estep 
Score: -2837398.750000 Penalty: 3253.530029
	Iteration 70Q: 3 clusters Score -2837399 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 20481 members 
Entering Unmasked Estep 
Score: -2837394.250000 Penalty: 3253.530029
	Iteration 71Q: 3 clusters Score -2837394 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 20486 members 
Entering Unmasked Estep 
Score: -2837394.250000 Penalty: 3253.530029
	Iteration 72Q: 3 clusters Score -2837394 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 20491 members 
Entering Unmasked Estep 
Score: -2837393.500000 Penalty: 3253.530029
	Iteration 73Q: 3 clusters Score -2837394 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 20495 members 
Entering Unmasked Estep 
Score: -2837393.000000 Penalty: 3253.530029
	Iteration 74Q: 3 clusters Score -2837393 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 20497 members 
Entering Unmasked Estep 
Score: -2837390.250000 Penalty: 3253.530029
	Iteration 75Q: 3 clusters Score -2837390 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 20500 members 
Entering Unmasked Estep 
Score: -2837392.250000 Penalty: 3253.530029
	Iteration 76Q: 3 clusters Score -2837392 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 20504 members 
Entering Unmasked Estep 
Score: -2837394.250000 Penalty: 3253.530029
	Iteration 77Q: 3 clusters Score -2837394 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 20507 members 
Entering Unmasked Estep 
Score: -2837393.500000 Penalty: 3253.530029
	Iteration 78Q: 3 clusters Score -2837394 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 20507 members 
Entering Unmasked Estep 
Score: -2837393.500000 Penalty: 3253.530029
	Iteration 79F: 3 clusters Score -2837394 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (5505 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5505 members 
Entering Unmasked Estep 
Score: -705266.500000 Penalty: 1399.679443
	Iteration 0F: 2 clusters Score -705266.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -700975.562500 Penalty: 2799.358887
	Iteration 0F: 3 clusters Score -700975.6 nChanged 2238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -702342.062500 Penalty: 2799.358887
	Iteration 1F: 3 clusters Score -702342.1 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -702794.500000 Penalty: 2799.358887
	Iteration 2F: 3 clusters Score -702794.5 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -703225.000000 Penalty: 2799.358887
	Iteration 3F: 3 clusters Score -703225 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -703596.312500 Penalty: 2799.358887
	Iteration 4F: 3 clusters Score -703596.3 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -703845.625000 Penalty: 2799.358887
	Iteration 5F: 3 clusters Score -703845.6 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -703996.937500 Penalty: 2799.358887
	Iteration 6Q: 3 clusters Score -703996.9 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -704064.250000 Penalty: 2799.358887
	Iteration 7Q: 3 clusters Score -704064.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -704105.937500 Penalty: 2799.358887
	Iteration 8Q: 3 clusters Score -704105.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -704121.437500 Penalty: 2799.358887
	Iteration 9Q: 3 clusters Score -704121.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -704131.750000 Penalty: 2799.358887
	Iteration 10Q: 3 clusters Score -704131.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -704137.812500 Penalty: 2799.358887
	Iteration 11Q: 3 clusters Score -704137.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -704145.250000 Penalty: 2799.358887
	Iteration 12Q: 3 clusters Score -704145.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -704149.000000 Penalty: 2799.358887
	Iteration 13Q: 3 clusters Score -704149 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -704151.687500 Penalty: 2799.358887
	Iteration 14Q: 3 clusters Score -704151.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -704151.687500 Penalty: 2799.358887
	Iteration 15Q: 3 clusters Score -704151.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -704153.500000 Penalty: 2799.358887
	Iteration 16Q: 3 clusters Score -704153.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -704155.125000 Penalty: 2799.358887
	Iteration 17Q: 3 clusters Score -704155.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -704154.687500 Penalty: 2799.358887
	Iteration 18Q: 3 clusters Score -704154.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -704155.125000 Penalty: 2799.358887
	Iteration 19Q: 3 clusters Score -704155.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -704155.062500 Penalty: 2799.358887
	Iteration 20F: 3 clusters Score -704155.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -704155.562500 Penalty: 2799.358887
	Iteration 21Q: 3 clusters Score -704155.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -704156.562500 Penalty: 2799.358887
	Iteration 22Q: 3 clusters Score -704156.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -704156.562500 Penalty: 2799.358887
	Iteration 23F: 3 clusters Score -704156.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (4333 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Entering Unmasked Estep 
Score: -522879.500000 Penalty: 1360.777588
	Iteration 0F: 2 clusters Score -522879.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -519324.718750 Penalty: 2721.555176
	Iteration 0F: 3 clusters Score -519324.7 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -520299.718750 Penalty: 2721.555176
	Iteration 1F: 3 clusters Score -520299.7 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -520567.093750 Penalty: 2721.555176
	Iteration 2F: 3 clusters Score -520567.1 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -520802.218750 Penalty: 2721.555176
	Iteration 3F: 3 clusters Score -520802.2 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -521000.125000 Penalty: 2721.555176
	Iteration 4F: 3 clusters Score -521000.1 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -521144.156250 Penalty: 2721.555176
	Iteration 5F: 3 clusters Score -521144.2 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -521235.968750 Penalty: 2721.555176
	Iteration 6Q: 3 clusters Score -521236 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -521304.156250 Penalty: 2721.555176
	Iteration 7Q: 3 clusters Score -521304.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -521356.343750 Penalty: 2721.555176
	Iteration 8Q: 3 clusters Score -521356.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -521396.062500 Penalty: 2721.555176
	Iteration 9Q: 3 clusters Score -521396.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -521430.062500 Penalty: 2721.555176
	Iteration 10Q: 3 clusters Score -521430.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -521468.875000 Penalty: 2721.555176
	Iteration 11Q: 3 clusters Score -521468.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -521499.312500 Penalty: 2721.555176
	Iteration 12Q: 3 clusters Score -521499.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -521522.000000 Penalty: 2721.555176
	Iteration 13Q: 3 clusters Score -521522 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -521538.781250 Penalty: 2721.555176
	Iteration 14Q: 3 clusters Score -521538.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -521554.812500 Penalty: 2721.555176
	Iteration 15Q: 3 clusters Score -521554.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -521564.562500 Penalty: 2721.555176
	Iteration 16Q: 3 clusters Score -521564.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -521575.156250 Penalty: 2721.555176
	Iteration 17Q: 3 clusters Score -521575.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -521584.125000 Penalty: 2721.555176
	Iteration 18Q: 3 clusters Score -521584.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -521590.718750 Penalty: 2721.555176
	Iteration 19Q: 3 clusters Score -521590.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -521594.687500 Penalty: 2721.555176
	Iteration 20F: 3 clusters Score -521594.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -521602.843750 Penalty: 2721.555176
	Iteration 21Q: 3 clusters Score -521602.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -521609.875000 Penalty: 2721.555176
	Iteration 22Q: 3 clusters Score -521609.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -521616.968750 Penalty: 2721.555176
	Iteration 23Q: 3 clusters Score -521617 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -521625.187500 Penalty: 2721.555176
	Iteration 24Q: 3 clusters Score -521625.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -521628.625000 Penalty: 2721.555176
	Iteration 25Q: 3 clusters Score -521628.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -521635.093750 Penalty: 2721.555176
	Iteration 26Q: 3 clusters Score -521635.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -521638.593750 Penalty: 2721.555176
	Iteration 27Q: 3 clusters Score -521638.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -521639.593750 Penalty: 2721.555176
	Iteration 28Q: 3 clusters Score -521639.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -521642.187500 Penalty: 2721.555176
	Iteration 29Q: 3 clusters Score -521642.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -521641.906250 Penalty: 2721.555176
	Iteration 30Q: 3 clusters Score -521641.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -521641.687500 Penalty: 2721.555176
	Iteration 31Q: 3 clusters Score -521641.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -521643.125000 Penalty: 2721.555176
	Iteration 32Q: 3 clusters Score -521643.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -521643.156250 Penalty: 2721.555176
	Iteration 33Q: 3 clusters Score -521643.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -521643.750000 Penalty: 2721.555176
	Iteration 34Q: 3 clusters Score -521643.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -521644.000000 Penalty: 2721.555176
	Iteration 35Q: 3 clusters Score -521644 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -521644.000000 Penalty: 2721.555176
	Iteration 36F: 3 clusters Score -521644 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (12868 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12868 members 
Entering Unmasked Estep 
Score: -1638179.125000 Penalty: 1537.656006
	Iteration 0F: 2 clusters Score -1638179 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6467 members 
Mstep: Class 2 contains 6401 members 
Entering Unmasked Estep 
Score: -1629250.500000 Penalty: 3075.312012
	Iteration 0F: 3 clusters Score -1629250 nChanged 5662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6929 members 
Mstep: Class 2 contains 5939 members 
Entering Unmasked Estep 
Score: -1632584.750000 Penalty: 3075.312012
	Iteration 1F: 3 clusters Score -1632585 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7198 members 
Mstep: Class 2 contains 5670 members 
Entering Unmasked Estep 
Score: -1633149.750000 Penalty: 3075.312012
	Iteration 2F: 3 clusters Score -1633150 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7501 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -1633769.750000 Penalty: 3075.312012
	Iteration 3F: 3 clusters Score -1633770 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7786 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -1634352.375000 Penalty: 3075.312012
	Iteration 4F: 3 clusters Score -1634352 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8067 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -1634827.125000 Penalty: 3075.312012
	Iteration 5F: 3 clusters Score -1634827 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8327 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -1635241.000000 Penalty: 3075.312012
	Iteration 6Q: 3 clusters Score -1635241 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8532 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -1635605.875000 Penalty: 3075.312012
	Iteration 7Q: 3 clusters Score -1635606 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8687 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -1635926.875000 Penalty: 3075.312012
	Iteration 8Q: 3 clusters Score -1635927 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8784 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -1636253.000000 Penalty: 3075.312012
	Iteration 9Q: 3 clusters Score -1636253 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8818 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -1636572.875000 Penalty: 3075.312012
	Iteration 10Q: 3 clusters Score -1636573 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8776 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -1636792.125000 Penalty: 3075.312012
	Iteration 11Q: 3 clusters Score -1636792 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8724 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -1636904.000000 Penalty: 3075.312012
	Iteration 12Q: 3 clusters Score -1636904 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8666 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -1636948.125000 Penalty: 3075.312012
	Iteration 13Q: 3 clusters Score -1636948 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8626 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -1636970.375000 Penalty: 3075.312012
	Iteration 14Q: 3 clusters Score -1636970 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8596 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -1636983.750000 Penalty: 3075.312012
	Iteration 15Q: 3 clusters Score -1636984 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8575 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -1636994.750000 Penalty: 3075.312012
	Iteration 16Q: 3 clusters Score -1636995 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8557 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -1636998.875000 Penalty: 3075.312012
	Iteration 17Q: 3 clusters Score -1636999 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8537 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -1637007.000000 Penalty: 3075.312012
	Iteration 18Q: 3 clusters Score -1637007 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8520 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -1637012.250000 Penalty: 3075.312012
	Iteration 19Q: 3 clusters Score -1637012 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8509 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -1637011.750000 Penalty: 3075.312012
	Iteration 20F: 3 clusters Score -1637012 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8500 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -1637011.500000 Penalty: 3075.312012
	Iteration 21Q: 3 clusters Score -1637012 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8492 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -1637012.125000 Penalty: 3075.312012
	Iteration 22Q: 3 clusters Score -1637012 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8480 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -1637010.625000 Penalty: 3075.312012
	Iteration 23Q: 3 clusters Score -1637011 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8469 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -1637015.125000 Penalty: 3075.312012
	Iteration 24Q: 3 clusters Score -1637015 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8458 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -1637017.625000 Penalty: 3075.312012
	Iteration 25Q: 3 clusters Score -1637018 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8447 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -1637019.750000 Penalty: 3075.312012
	Iteration 26Q: 3 clusters Score -1637020 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8442 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -1637020.500000 Penalty: 3075.312012
	Iteration 27Q: 3 clusters Score -1637020 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8440 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -1637024.375000 Penalty: 3075.312012
	Iteration 28Q: 3 clusters Score -1637024 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8435 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -1637026.375000 Penalty: 3075.312012
	Iteration 29Q: 3 clusters Score -1637026 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8429 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -1637027.625000 Penalty: 3075.312012
	Iteration 30Q: 3 clusters Score -1637028 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8425 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -1637027.375000 Penalty: 3075.312012
	Iteration 31Q: 3 clusters Score -1637027 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8421 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -1637027.250000 Penalty: 3075.312012
	Iteration 32Q: 3 clusters Score -1637027 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8416 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -1637029.375000 Penalty: 3075.312012
	Iteration 33Q: 3 clusters Score -1637029 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8416 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -1637028.500000 Penalty: 3075.312012
	Iteration 34Q: 3 clusters Score -1637028 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8416 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -1637028.500000 Penalty: 3075.312012
	Iteration 35F: 3 clusters Score -1637028 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (7820 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7820 members 
Entering Unmasked Estep 
Score: -988773.437500 Penalty: 1456.721436
	Iteration 0F: 2 clusters Score -988773.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -982979.687500 Penalty: 2913.442871
	Iteration 0F: 3 clusters Score -982979.7 nChanged 3335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -984982.750000 Penalty: 2913.442871
	Iteration 1F: 3 clusters Score -984982.8 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -985400.687500 Penalty: 2913.442871
	Iteration 2F: 3 clusters Score -985400.7 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -985808.625000 Penalty: 2913.442871
	Iteration 3F: 3 clusters Score -985808.6 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -986177.500000 Penalty: 2913.442871
	Iteration 4F: 3 clusters Score -986177.5 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -986491.812500 Penalty: 2913.442871
	Iteration 5F: 3 clusters Score -986491.8 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -986762.937500 Penalty: 2913.442871
	Iteration 6F: 3 clusters Score -986762.9 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5625 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -986991.625000 Penalty: 2913.442871
	Iteration 7Q: 3 clusters Score -986991.6 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5850 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -987196.812500 Penalty: 2913.442871
	Iteration 8Q: 3 clusters Score -987196.8 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6050 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -987395.562500 Penalty: 2913.442871
	Iteration 9Q: 3 clusters Score -987395.6 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6218 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -987565.312500 Penalty: 2913.442871
	Iteration 10Q: 3 clusters Score -987565.3 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6338 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -987725.687500 Penalty: 2913.442871
	Iteration 11Q: 3 clusters Score -987725.7 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6411 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -987830.875000 Penalty: 2913.442871
	Iteration 12Q: 3 clusters Score -987830.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6450 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -987884.687500 Penalty: 2913.442871
	Iteration 13Q: 3 clusters Score -987884.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6481 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -987919.125000 Penalty: 2913.442871
	Iteration 14Q: 3 clusters Score -987919.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6506 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -987951.437500 Penalty: 2913.442871
	Iteration 15Q: 3 clusters Score -987951.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6526 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -987969.000000 Penalty: 2913.442871
	Iteration 16Q: 3 clusters Score -987969 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6533 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -987976.375000 Penalty: 2913.442871
	Iteration 17Q: 3 clusters Score -987976.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6531 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -987982.875000 Penalty: 2913.442871
	Iteration 18Q: 3 clusters Score -987982.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6537 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -987988.187500 Penalty: 2913.442871
	Iteration 19Q: 3 clusters Score -987988.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6541 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -987994.437500 Penalty: 2913.442871
	Iteration 20F: 3 clusters Score -987994.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6541 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -988003.437500 Penalty: 2913.442871
	Iteration 21Q: 3 clusters Score -988003.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6545 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -988007.125000 Penalty: 2913.442871
	Iteration 22Q: 3 clusters Score -988007.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6549 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -988014.125000 Penalty: 2913.442871
	Iteration 23Q: 3 clusters Score -988014.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6549 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -988016.937500 Penalty: 2913.442871
	Iteration 24Q: 3 clusters Score -988016.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6550 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -988021.375000 Penalty: 2913.442871
	Iteration 25Q: 3 clusters Score -988021.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6554 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -988025.250000 Penalty: 2913.442871
	Iteration 26Q: 3 clusters Score -988025.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6548 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -988034.750000 Penalty: 2913.442871
	Iteration 27Q: 3 clusters Score -988034.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6545 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -988039.625000 Penalty: 2913.442871
	Iteration 28Q: 3 clusters Score -988039.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6538 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -988046.562500 Penalty: 2913.442871
	Iteration 29Q: 3 clusters Score -988046.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6534 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -988049.562500 Penalty: 2913.442871
	Iteration 30Q: 3 clusters Score -988049.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6526 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -988050.687500 Penalty: 2913.442871
	Iteration 31Q: 3 clusters Score -988050.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6524 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -988051.437500 Penalty: 2913.442871
	Iteration 32Q: 3 clusters Score -988051.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6521 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -988052.312500 Penalty: 2913.442871
	Iteration 33Q: 3 clusters Score -988052.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6519 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -988051.375000 Penalty: 2913.442871
	Iteration 34Q: 3 clusters Score -988051.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6518 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -988050.750000 Penalty: 2913.442871
	Iteration 35Q: 3 clusters Score -988050.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6518 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -988050.750000 Penalty: 2913.442871
	Iteration 36F: 3 clusters Score -988050.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (4569 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Entering Unmasked Estep 
Score: -560262.500000 Penalty: 1369.395508
	Iteration 0F: 2 clusters Score -560262.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -556566.812500 Penalty: 2738.791016
	Iteration 0F: 3 clusters Score -556566.8 nChanged 1835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -557606.750000 Penalty: 2738.791016
	Iteration 1F: 3 clusters Score -557606.8 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -557819.562500 Penalty: 2738.791016
	Iteration 2F: 3 clusters Score -557819.6 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -557966.562500 Penalty: 2738.791016
	Iteration 3F: 3 clusters Score -557966.6 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -558086.312500 Penalty: 2738.791016
	Iteration 4Q: 3 clusters Score -558086.3 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -558173.062500 Penalty: 2738.791016
	Iteration 5Q: 3 clusters Score -558173.1 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -558250.875000 Penalty: 2738.791016
	Iteration 6Q: 3 clusters Score -558250.9 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -558321.562500 Penalty: 2738.791016
	Iteration 7Q: 3 clusters Score -558321.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -558377.812500 Penalty: 2738.791016
	Iteration 8Q: 3 clusters Score -558377.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -558445.062500 Penalty: 2738.791016
	Iteration 9Q: 3 clusters Score -558445.1 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -558523.250000 Penalty: 2738.791016
	Iteration 10Q: 3 clusters Score -558523.2 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -558612.812500 Penalty: 2738.791016
	Iteration 11Q: 3 clusters Score -558612.8 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -558714.625000 Penalty: 2738.791016
	Iteration 12Q: 3 clusters Score -558714.6 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -558825.375000 Penalty: 2738.791016
	Iteration 13Q: 3 clusters Score -558825.4 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -558944.250000 Penalty: 2738.791016
	Iteration 14Q: 3 clusters Score -558944.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -559041.687500 Penalty: 2738.791016
	Iteration 15Q: 3 clusters Score -559041.7 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -559127.437500 Penalty: 2738.791016
	Iteration 16Q: 3 clusters Score -559127.4 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -559207.312500 Penalty: 2738.791016
	Iteration 17Q: 3 clusters Score -559207.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -559263.437500 Penalty: 2738.791016
	Iteration 18Q: 3 clusters Score -559263.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -559312.750000 Penalty: 2738.791016
	Iteration 19Q: 3 clusters Score -559312.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -559341.812500 Penalty: 2738.791016
	Iteration 20F: 3 clusters Score -559341.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -559367.437500 Penalty: 2738.791016
	Iteration 21Q: 3 clusters Score -559367.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -559395.250000 Penalty: 2738.791016
	Iteration 22Q: 3 clusters Score -559395.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -559420.437500 Penalty: 2738.791016
	Iteration 23Q: 3 clusters Score -559420.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -559440.187500 Penalty: 2738.791016
	Iteration 24Q: 3 clusters Score -559440.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -559454.625000 Penalty: 2738.791016
	Iteration 25Q: 3 clusters Score -559454.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -559469.937500 Penalty: 2738.791016
	Iteration 26Q: 3 clusters Score -559469.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -559479.250000 Penalty: 2738.791016
	Iteration 27Q: 3 clusters Score -559479.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -559482.625000 Penalty: 2738.791016
	Iteration 28Q: 3 clusters Score -559482.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -559488.625000 Penalty: 2738.791016
	Iteration 29Q: 3 clusters Score -559488.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -559493.937500 Penalty: 2738.791016
	Iteration 30Q: 3 clusters Score -559493.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -559500.687500 Penalty: 2738.791016
	Iteration 31Q: 3 clusters Score -559500.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -559507.437500 Penalty: 2738.791016
	Iteration 32Q: 3 clusters Score -559507.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -559513.562500 Penalty: 2738.791016
	Iteration 33Q: 3 clusters Score -559513.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -559517.437500 Penalty: 2738.791016
	Iteration 34Q: 3 clusters Score -559517.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -559517.625000 Penalty: 2738.791016
	Iteration 35Q: 3 clusters Score -559517.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -559519.437500 Penalty: 2738.791016
	Iteration 36Q: 3 clusters Score -559519.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -559522.687500 Penalty: 2738.791016
	Iteration 37Q: 3 clusters Score -559522.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -559523.250000 Penalty: 2738.791016
	Iteration 38Q: 3 clusters Score -559523.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -559524.625000 Penalty: 2738.791016
	Iteration 39Q: 3 clusters Score -559524.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -559524.875000 Penalty: 2738.791016
	Iteration 40F: 3 clusters Score -559524.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (48877 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48877 members 
Entering Unmasked Estep 
Score: -6121473.500000 Penalty: 1754.522583
	Iteration 0F: 2 clusters Score -6121474 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24703 members 
Mstep: Class 2 contains 24174 members 
Entering Unmasked Estep 
Score: -6088848.500000 Penalty: 3509.045166
	Iteration 0F: 3 clusters Score -6088848 nChanged 22940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27425 members 
Mstep: Class 2 contains 21452 members 
Entering Unmasked Estep 
Score: -6102052.000000 Penalty: 3509.045166
	Iteration 1F: 3 clusters Score -6102052 nChanged 2532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29141 members 
Mstep: Class 2 contains 19736 members 
Entering Unmasked Estep 
Score: -6103215.500000 Penalty: 3509.045166
	Iteration 2F: 3 clusters Score -6103216 nChanged 3080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31561 members 
Mstep: Class 2 contains 17316 members 
Entering Unmasked Estep 
Score: -6105025.500000 Penalty: 3509.045166
	Iteration 3F: 3 clusters Score -6105026 nChanged 3616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34605 members 
Mstep: Class 2 contains 14272 members 
Entering Unmasked Estep 
Score: -6107658.500000 Penalty: 3509.045166
	Iteration 4F: 3 clusters Score -6107658 nChanged 3772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37911 members 
Mstep: Class 2 contains 10966 members 
Entering Unmasked Estep 
Score: -6110620.000000 Penalty: 3509.045166
	Iteration 5F: 3 clusters Score -6110620 nChanged 3327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40986 members 
Mstep: Class 2 contains 7891 members 
Entering Unmasked Estep 
Score: -6113485.500000 Penalty: 3509.045166
	Iteration 6F: 3 clusters Score -6113486 nChanged 2732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43604 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -6115852.500000 Penalty: 3509.045166
	Iteration 7F: 3 clusters Score -6115852 nChanged 1947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45507 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -6117627.000000 Penalty: 3509.045166
	Iteration 8Q: 3 clusters Score -6117627 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46747 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -6118685.000000 Penalty: 3509.045166
	Iteration 9Q: 3 clusters Score -6118685 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47444 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -6119257.500000 Penalty: 3509.045166
	Iteration 10Q: 3 clusters Score -6119258 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47823 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -6119581.000000 Penalty: 3509.045166
	Iteration 11Q: 3 clusters Score -6119581 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48030 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -6119729.000000 Penalty: 3509.045166
	Iteration 12Q: 3 clusters Score -6119729 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48130 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -6119809.500000 Penalty: 3509.045166
	Iteration 13Q: 3 clusters Score -6119810 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48207 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -6119895.500000 Penalty: 3509.045166
	Iteration 14Q: 3 clusters Score -6119896 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48248 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -6119925.000000 Penalty: 3509.045166
	Iteration 15Q: 3 clusters Score -6119925 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48275 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -6119955.000000 Penalty: 3509.045166
	Iteration 16Q: 3 clusters Score -6119955 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48292 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -6119974.500000 Penalty: 3509.045166
	Iteration 17Q: 3 clusters Score -6119974 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48304 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -6119988.500000 Penalty: 3509.045166
	Iteration 18Q: 3 clusters Score -6119988 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48315 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -6120003.500000 Penalty: 3509.045166
	Iteration 19Q: 3 clusters Score -6120004 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48325 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -6120016.000000 Penalty: 3509.045166
	Iteration 20F: 3 clusters Score -6120016 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48334 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -6120023.500000 Penalty: 3509.045166
	Iteration 21Q: 3 clusters Score -6120024 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48340 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -6120034.500000 Penalty: 3509.045166
	Iteration 22Q: 3 clusters Score -6120034 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48346 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -6120044.500000 Penalty: 3509.045166
	Iteration 23Q: 3 clusters Score -6120044 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48348 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -6120059.000000 Penalty: 3509.045166
	Iteration 24Q: 3 clusters Score -6120059 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48354 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -6120068.500000 Penalty: 3509.045166
	Iteration 25Q: 3 clusters Score -6120068 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48360 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -6120076.000000 Penalty: 3509.045166
	Iteration 26Q: 3 clusters Score -6120076 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48365 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -6120072.500000 Penalty: 3509.045166
	Iteration 27Q: 3 clusters Score -6120072 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48370 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -6120072.500000 Penalty: 3509.045166
	Iteration 28Q: 3 clusters Score -6120072 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48372 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -6120076.500000 Penalty: 3509.045166
	Iteration 29Q: 3 clusters Score -6120076 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48373 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -6120082.000000 Penalty: 3509.045166
	Iteration 30Q: 3 clusters Score -6120082 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48376 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -6120081.500000 Penalty: 3509.045166
	Iteration 31Q: 3 clusters Score -6120082 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48373 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -6120084.000000 Penalty: 3509.045166
	Iteration 32Q: 3 clusters Score -6120084 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48374 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -6120087.500000 Penalty: 3509.045166
	Iteration 33Q: 3 clusters Score -6120088 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48374 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -6120087.500000 Penalty: 3509.045166
	Iteration 34F: 3 clusters Score -6120088 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (4479 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Entering Unmasked Estep 
Score: -544549.937500 Penalty: 1366.162720
	Iteration 0F: 2 clusters Score -544549.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -540905.062500 Penalty: 2732.325439
	Iteration 0F: 3 clusters Score -540905.1 nChanged 1825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -542043.437500 Penalty: 2732.325439
	Iteration 1F: 3 clusters Score -542043.4 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -542314.875000 Penalty: 2732.325439
	Iteration 2F: 3 clusters Score -542314.9 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -542485.250000 Penalty: 2732.325439
	Iteration 3F: 3 clusters Score -542485.2 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -542584.562500 Penalty: 2732.325439
	Iteration 4Q: 3 clusters Score -542584.6 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -542688.625000 Penalty: 2732.325439
	Iteration 5Q: 3 clusters Score -542688.6 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -542806.750000 Penalty: 2732.325439
	Iteration 6Q: 3 clusters Score -542806.8 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -542943.812500 Penalty: 2732.325439
	Iteration 7Q: 3 clusters Score -542943.8 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -543094.937500 Penalty: 2732.325439
	Iteration 8Q: 3 clusters Score -543094.9 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -543267.437500 Penalty: 2732.325439
	Iteration 9Q: 3 clusters Score -543267.4 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -543442.062500 Penalty: 2732.325439
	Iteration 10Q: 3 clusters Score -543442.1 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -543639.937500 Penalty: 2732.325439
	Iteration 11Q: 3 clusters Score -543639.9 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -543834.312500 Penalty: 2732.325439
	Iteration 12Q: 3 clusters Score -543834.3 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -543965.812500 Penalty: 2732.325439
	Iteration 13Q: 3 clusters Score -543965.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -544048.187500 Penalty: 2732.325439
	Iteration 14Q: 3 clusters Score -544048.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -544096.625000 Penalty: 2732.325439
	Iteration 15Q: 3 clusters Score -544096.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -544122.500000 Penalty: 2732.325439
	Iteration 16Q: 3 clusters Score -544122.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -544137.000000 Penalty: 2732.325439
	Iteration 17Q: 3 clusters Score -544137 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -544144.125000 Penalty: 2732.325439
	Iteration 18Q: 3 clusters Score -544144.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -544149.437500 Penalty: 2732.325439
	Iteration 19Q: 3 clusters Score -544149.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -544155.000000 Penalty: 2732.325439
	Iteration 20F: 3 clusters Score -544155 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -544162.250000 Penalty: 2732.325439
	Iteration 21Q: 3 clusters Score -544162.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -544167.250000 Penalty: 2732.325439
	Iteration 22Q: 3 clusters Score -544167.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -544171.500000 Penalty: 2732.325439
	Iteration 23Q: 3 clusters Score -544171.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -544175.437500 Penalty: 2732.325439
	Iteration 24Q: 3 clusters Score -544175.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -544179.000000 Penalty: 2732.325439
	Iteration 25Q: 3 clusters Score -544179 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -544181.312500 Penalty: 2732.325439
	Iteration 26Q: 3 clusters Score -544181.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -544182.375000 Penalty: 2732.325439
	Iteration 27Q: 3 clusters Score -544182.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -544183.312500 Penalty: 2732.325439
	Iteration 28Q: 3 clusters Score -544183.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -544184.125000 Penalty: 2732.325439
	Iteration 29Q: 3 clusters Score -544184.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -544184.062500 Penalty: 2732.325439
	Iteration 30Q: 3 clusters Score -544184.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -544184.062500 Penalty: 2732.325439
	Iteration 31F: 3 clusters Score -544184.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (9416 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9416 members 
Entering Unmasked Estep 
Score: -1187164.500000 Penalty: 1486.901855
	Iteration 0F: 2 clusters Score -1187164 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -1180304.875000 Penalty: 2973.803711
	Iteration 0F: 3 clusters Score -1180305 nChanged 4090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -1182453.250000 Penalty: 2973.803711
	Iteration 1F: 3 clusters Score -1182453 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -1182680.500000 Penalty: 2973.803711
	Iteration 2F: 3 clusters Score -1182680 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5283 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -1182845.125000 Penalty: 2973.803711
	Iteration 3Q: 3 clusters Score -1182845 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5503 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -1182980.250000 Penalty: 2973.803711
	Iteration 4Q: 3 clusters Score -1182980 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5744 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -1183139.000000 Penalty: 2973.803711
	Iteration 5Q: 3 clusters Score -1183139 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6037 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -1183310.500000 Penalty: 2973.803711
	Iteration 6Q: 3 clusters Score -1183310 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6386 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -1183519.875000 Penalty: 2973.803711
	Iteration 7Q: 3 clusters Score -1183520 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6823 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -1183805.000000 Penalty: 2973.803711
	Iteration 8Q: 3 clusters Score -1183805 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7320 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -1184161.375000 Penalty: 2973.803711
	Iteration 9F: 3 clusters Score -1184161 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7855 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -1184608.375000 Penalty: 2973.803711
	Iteration 10F: 3 clusters Score -1184608 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8338 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -1185042.000000 Penalty: 2973.803711
	Iteration 11F: 3 clusters Score -1185042 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8684 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -1185361.000000 Penalty: 2973.803711
	Iteration 12Q: 3 clusters Score -1185361 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8893 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -1185554.500000 Penalty: 2973.803711
	Iteration 13Q: 3 clusters Score -1185554 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9004 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -1185667.125000 Penalty: 2973.803711
	Iteration 14Q: 3 clusters Score -1185667 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9076 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -1185749.000000 Penalty: 2973.803711
	Iteration 15Q: 3 clusters Score -1185749 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9116 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -1185794.625000 Penalty: 2973.803711
	Iteration 16Q: 3 clusters Score -1185795 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9142 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -1185830.875000 Penalty: 2973.803711
	Iteration 17Q: 3 clusters Score -1185831 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9154 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -1185844.375000 Penalty: 2973.803711
	Iteration 18Q: 3 clusters Score -1185844 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9163 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -1185854.875000 Penalty: 2973.803711
	Iteration 19Q: 3 clusters Score -1185855 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9173 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -1185866.625000 Penalty: 2973.803711
	Iteration 20F: 3 clusters Score -1185867 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9177 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -1185873.750000 Penalty: 2973.803711
	Iteration 21Q: 3 clusters Score -1185874 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9178 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -1185877.000000 Penalty: 2973.803711
	Iteration 22Q: 3 clusters Score -1185877 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9179 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -1185881.750000 Penalty: 2973.803711
	Iteration 23Q: 3 clusters Score -1185882 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9178 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -1185884.250000 Penalty: 2973.803711
	Iteration 24Q: 3 clusters Score -1185884 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9178 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -1185884.250000 Penalty: 2973.803711
	Iteration 25F: 3 clusters Score -1185884 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (17528 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17528 members 
Entering Unmasked Estep 
Score: -2235626.750000 Penalty: 1587.877686
	Iteration 0F: 2 clusters Score -2235627 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8558 members 
Mstep: Class 2 contains 8970 members 
Entering Unmasked Estep 
Score: -2223653.250000 Penalty: 3175.755371
	Iteration 0F: 3 clusters Score -2223653 nChanged 7855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7431 members 
Mstep: Class 2 contains 10097 members 
Entering Unmasked Estep 
Score: -2228061.000000 Penalty: 3175.755371
	Iteration 1F: 3 clusters Score -2228061 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6729 members 
Mstep: Class 2 contains 10799 members 
Entering Unmasked Estep 
Score: -2228610.250000 Penalty: 3175.755371
	Iteration 2F: 3 clusters Score -2228610 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5861 members 
Mstep: Class 2 contains 11667 members 
Entering Unmasked Estep 
Score: -2229220.750000 Penalty: 3175.755371
	Iteration 3F: 3 clusters Score -2229221 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 12736 members 
Entering Unmasked Estep 
Score: -2230014.500000 Penalty: 3175.755371
	Iteration 4F: 3 clusters Score -2230014 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 13890 members 
Entering Unmasked Estep 
Score: -2230932.250000 Penalty: 3175.755371
	Iteration 5F: 3 clusters Score -2230932 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 15076 members 
Entering Unmasked Estep 
Score: -2231989.250000 Penalty: 3175.755371
	Iteration 6F: 3 clusters Score -2231989 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 16048 members 
Entering Unmasked Estep 
Score: -2232865.250000 Penalty: 3175.755371
	Iteration 7F: 3 clusters Score -2232865 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 16700 members 
Entering Unmasked Estep 
Score: -2233470.250000 Penalty: 3175.755371
	Iteration 8Q: 3 clusters Score -2233470 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 17069 members 
Entering Unmasked Estep 
Score: -2233821.750000 Penalty: 3175.755371
	Iteration 9Q: 3 clusters Score -2233822 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 17244 members 
Entering Unmasked Estep 
Score: -2234000.250000 Penalty: 3175.755371
	Iteration 10Q: 3 clusters Score -2234000 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 17317 members 
Entering Unmasked Estep 
Score: -2234108.750000 Penalty: 3175.755371
	Iteration 11Q: 3 clusters Score -2234109 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 17345 members 
Entering Unmasked Estep 
Score: -2234142.500000 Penalty: 3175.755371
	Iteration 12Q: 3 clusters Score -2234142 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 17358 members 
Entering Unmasked Estep 
Score: -2234162.750000 Penalty: 3175.755371
	Iteration 13Q: 3 clusters Score -2234163 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 17364 members 
Entering Unmasked Estep 
Score: -2234171.000000 Penalty: 3175.755371
	Iteration 14Q: 3 clusters Score -2234171 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 17368 members 
Entering Unmasked Estep 
Score: -2234177.250000 Penalty: 3175.755371
	Iteration 15Q: 3 clusters Score -2234177 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 17374 members 
Entering Unmasked Estep 
Score: -2234187.250000 Penalty: 3175.755371
	Iteration 16Q: 3 clusters Score -2234187 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 17375 members 
Entering Unmasked Estep 
Score: -2234191.250000 Penalty: 3175.755371
	Iteration 17Q: 3 clusters Score -2234191 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 17377 members 
Entering Unmasked Estep 
Score: -2234195.000000 Penalty: 3175.755371
	Iteration 18Q: 3 clusters Score -2234195 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 17379 members 
Entering Unmasked Estep 
Score: -2234198.500000 Penalty: 3175.755371
	Iteration 19Q: 3 clusters Score -2234198 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 17380 members 
Entering Unmasked Estep 
Score: -2234201.250000 Penalty: 3175.755371
	Iteration 20F: 3 clusters Score -2234201 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 17382 members 
Entering Unmasked Estep 
Score: -2234200.500000 Penalty: 3175.755371
	Iteration 21Q: 3 clusters Score -2234200 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 17382 members 
Entering Unmasked Estep 
Score: -2234208.750000 Penalty: 3175.755371
	Iteration 22Q: 3 clusters Score -2234209 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 17382 members 
Entering Unmasked Estep 
Score: -2234208.750000 Penalty: 3175.755371
	Iteration 23F: 3 clusters Score -2234209 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (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: -53460.457031 Penalty: 1010.845886
	Iteration 0F: 2 clusters Score -53460.46 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 254 members 
Entering Unmasked Estep 
Score: -52470.492188 Penalty: 2021.691772
	Iteration 0F: 3 clusters Score -52470.49 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -52794.320312 Penalty: 2021.691772
	Iteration 1F: 3 clusters Score -52794.32 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -52961.816406 Penalty: 2021.691772
	Iteration 2F: 3 clusters Score -52961.82 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -53064.941406 Penalty: 2021.691772
	Iteration 3F: 3 clusters Score -53064.94 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -53138.457031 Penalty: 2021.691772
	Iteration 4Q: 3 clusters Score -53138.46 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -53174.769531 Penalty: 2021.691772
	Iteration 5Q: 3 clusters Score -53174.77 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -53204.375000 Penalty: 2021.691772
	Iteration 6Q: 3 clusters Score -53204.38 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -53233.722656 Penalty: 2021.691772
	Iteration 7Q: 3 clusters Score -53233.72 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -53274.941406 Penalty: 2021.691772
	Iteration 8Q: 3 clusters Score -53274.94 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -53295.148438 Penalty: 2021.691772
	Iteration 9Q: 3 clusters Score -53295.15 nChanged 4
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: -53307.597656 Penalty: 2021.691772
	Iteration 10Q: 3 clusters Score -53307.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -53334.808594 Penalty: 2021.691772
	Iteration 11Q: 3 clusters Score -53334.81 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -53342.171875 Penalty: 2021.691772
	Iteration 12Q: 3 clusters Score -53342.17 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -53344.582031 Penalty: 2021.691772
	Iteration 13Q: 3 clusters Score -53344.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -53344.582031 Penalty: 2021.691772
	Iteration 14F: 3 clusters Score -53344.58 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (28670 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28670 members 
Entering Unmasked Estep 
Score: -3725757.500000 Penalty: 1667.836182
	Iteration 0F: 2 clusters Score -3725758 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14330 members 
Mstep: Class 2 contains 14340 members 
Entering Unmasked Estep 
Score: -3706349.250000 Penalty: 3335.672363
	Iteration 0F: 3 clusters Score -3706349 nChanged 13225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14359 members 
Mstep: Class 2 contains 14311 members 
Entering Unmasked Estep 
Score: -3713748.750000 Penalty: 3335.672363
	Iteration 1F: 3 clusters Score -3713749 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14375 members 
Mstep: Class 2 contains 14295 members 
Entering Unmasked Estep 
Score: -3714092.250000 Penalty: 3335.672363
	Iteration 2Q: 3 clusters Score -3714092 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14329 members 
Mstep: Class 2 contains 14341 members 
Entering Unmasked Estep 
Score: -3714475.500000 Penalty: 3335.672363
	Iteration 3Q: 3 clusters Score -3714476 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14211 members 
Mstep: Class 2 contains 14459 members 
Entering Unmasked Estep 
Score: -3714889.750000 Penalty: 3335.672363
	Iteration 4Q: 3 clusters Score -3714890 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14026 members 
Mstep: Class 2 contains 14644 members 
Entering Unmasked Estep 
Score: -3715405.000000 Penalty: 3335.672363
	Iteration 5Q: 3 clusters Score -3715405 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13785 members 
Mstep: Class 2 contains 14885 members 
Entering Unmasked Estep 
Score: -3716037.250000 Penalty: 3335.672363
	Iteration 6Q: 3 clusters Score -3716037 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13553 members 
Mstep: Class 2 contains 15117 members 
Entering Unmasked Estep 
Score: -3716715.250000 Penalty: 3335.672363
	Iteration 7Q: 3 clusters Score -3716715 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13339 members 
Mstep: Class 2 contains 15331 members 
Entering Unmasked Estep 
Score: -3717429.500000 Penalty: 3335.672363
	Iteration 8Q: 3 clusters Score -3717430 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13135 members 
Mstep: Class 2 contains 15535 members 
Entering Unmasked Estep 
Score: -3718186.500000 Penalty: 3335.672363
	Iteration 9Q: 3 clusters Score -3718186 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12871 members 
Mstep: Class 2 contains 15799 members 
Entering Unmasked Estep 
Score: -3719009.000000 Penalty: 3335.672363
	Iteration 10Q: 3 clusters Score -3719009 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12635 members 
Mstep: Class 2 contains 16035 members 
Entering Unmasked Estep 
Score: -3719865.750000 Penalty: 3335.672363
	Iteration 11Q: 3 clusters Score -3719866 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12405 members 
Mstep: Class 2 contains 16265 members 
Entering Unmasked Estep 
Score: -3720547.250000 Penalty: 3335.672363
	Iteration 12Q: 3 clusters Score -3720547 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12206 members 
Mstep: Class 2 contains 16464 members 
Entering Unmasked Estep 
Score: -3720952.750000 Penalty: 3335.672363
	Iteration 13Q: 3 clusters Score -3720953 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12052 members 
Mstep: Class 2 contains 16618 members 
Entering Unmasked Estep 
Score: -3721191.000000 Penalty: 3335.672363
	Iteration 14Q: 3 clusters Score -3721191 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11918 members 
Mstep: Class 2 contains 16752 members 
Entering Unmasked Estep 
Score: -3721352.000000 Penalty: 3335.672363
	Iteration 15Q: 3 clusters Score -3721352 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11785 members 
Mstep: Class 2 contains 16885 members 
Entering Unmasked Estep 
Score: -3721445.250000 Penalty: 3335.672363
	Iteration 16Q: 3 clusters Score -3721445 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11680 members 
Mstep: Class 2 contains 16990 members 
Entering Unmasked Estep 
Score: -3721523.500000 Penalty: 3335.672363
	Iteration 17Q: 3 clusters Score -3721524 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11597 members 
Mstep: Class 2 contains 17073 members 
Entering Unmasked Estep 
Score: -3721582.750000 Penalty: 3335.672363
	Iteration 18Q: 3 clusters Score -3721583 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11521 members 
Mstep: Class 2 contains 17149 members 
Entering Unmasked Estep 
Score: -3721624.500000 Penalty: 3335.672363
	Iteration 19Q: 3 clusters Score -3721624 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11407 members 
Mstep: Class 2 contains 17263 members 
Entering Unmasked Estep 
Score: -3721673.500000 Penalty: 3335.672363
	Iteration 20F: 3 clusters Score -3721674 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11315 members 
Mstep: Class 2 contains 17355 members 
Entering Unmasked Estep 
Score: -3721711.000000 Penalty: 3335.672363
	Iteration 21Q: 3 clusters Score -3721711 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11220 members 
Mstep: Class 2 contains 17450 members 
Entering Unmasked Estep 
Score: -3721747.750000 Penalty: 3335.672363
	Iteration 22Q: 3 clusters Score -3721748 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11146 members 
Mstep: Class 2 contains 17524 members 
Entering Unmasked Estep 
Score: -3721777.000000 Penalty: 3335.672363
	Iteration 23Q: 3 clusters Score -3721777 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11072 members 
Mstep: Class 2 contains 17598 members 
Entering Unmasked Estep 
Score: -3721787.750000 Penalty: 3335.672363
	Iteration 24Q: 3 clusters Score -3721788 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10992 members 
Mstep: Class 2 contains 17678 members 
Entering Unmasked Estep 
Score: -3721795.250000 Penalty: 3335.672363
	Iteration 25Q: 3 clusters Score -3721795 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10920 members 
Mstep: Class 2 contains 17750 members 
Entering Unmasked Estep 
Score: -3721799.750000 Penalty: 3335.672363
	Iteration 26Q: 3 clusters Score -3721800 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10857 members 
Mstep: Class 2 contains 17813 members 
Entering Unmasked Estep 
Score: -3721811.250000 Penalty: 3335.672363
	Iteration 27Q: 3 clusters Score -3721811 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10784 members 
Mstep: Class 2 contains 17886 members 
Entering Unmasked Estep 
Score: -3721820.000000 Penalty: 3335.672363
	Iteration 28Q: 3 clusters Score -3721820 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10719 members 
Mstep: Class 2 contains 17951 members 
Entering Unmasked Estep 
Score: -3721829.750000 Penalty: 3335.672363
	Iteration 29Q: 3 clusters Score -3721830 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10668 members 
Mstep: Class 2 contains 18002 members 
Entering Unmasked Estep 
Score: -3721848.000000 Penalty: 3335.672363
	Iteration 30Q: 3 clusters Score -3721848 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10630 members 
Mstep: Class 2 contains 18040 members 
Entering Unmasked Estep 
Score: -3721845.750000 Penalty: 3335.672363
	Iteration 31Q: 3 clusters Score -3721846 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10596 members 
Mstep: Class 2 contains 18074 members 
Entering Unmasked Estep 
Score: -3721858.500000 Penalty: 3335.672363
	Iteration 32Q: 3 clusters Score -3721858 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10564 members 
Mstep: Class 2 contains 18106 members 
Entering Unmasked Estep 
Score: -3721857.000000 Penalty: 3335.672363
	Iteration 33Q: 3 clusters Score -3721857 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10534 members 
Mstep: Class 2 contains 18136 members 
Entering Unmasked Estep 
Score: -3721853.250000 Penalty: 3335.672363
	Iteration 34Q: 3 clusters Score -3721853 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10504 members 
Mstep: Class 2 contains 18166 members 
Entering Unmasked Estep 
Score: -3721848.750000 Penalty: 3335.672363
	Iteration 35Q: 3 clusters Score -3721849 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10478 members 
Mstep: Class 2 contains 18192 members 
Entering Unmasked Estep 
Score: -3721841.250000 Penalty: 3335.672363
	Iteration 36Q: 3 clusters Score -3721841 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10451 members 
Mstep: Class 2 contains 18219 members 
Entering Unmasked Estep 
Score: -3721846.250000 Penalty: 3335.672363
	Iteration 37Q: 3 clusters Score -3721846 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10426 members 
Mstep: Class 2 contains 18244 members 
Entering Unmasked Estep 
Score: -3721860.250000 Penalty: 3335.672363
	Iteration 38Q: 3 clusters Score -3721860 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10407 members 
Mstep: Class 2 contains 18263 members 
Entering Unmasked Estep 
Score: -3721866.250000 Penalty: 3335.672363
	Iteration 39Q: 3 clusters Score -3721866 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10384 members 
Mstep: Class 2 contains 18286 members 
Entering Unmasked Estep 
Score: -3721871.750000 Penalty: 3335.672363
	Iteration 40F: 3 clusters Score -3721872 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10363 members 
Mstep: Class 2 contains 18307 members 
Entering Unmasked Estep 
Score: -3721877.500000 Penalty: 3335.672363
	Iteration 41Q: 3 clusters Score -3721878 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10342 members 
Mstep: Class 2 contains 18328 members 
Entering Unmasked Estep 
Score: -3721873.500000 Penalty: 3335.672363
	Iteration 42Q: 3 clusters Score -3721874 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10322 members 
Mstep: Class 2 contains 18348 members 
Entering Unmasked Estep 
Score: -3721876.000000 Penalty: 3335.672363
	Iteration 43Q: 3 clusters Score -3721876 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10301 members 
Mstep: Class 2 contains 18369 members 
Entering Unmasked Estep 
Score: -3721880.000000 Penalty: 3335.672363
	Iteration 44Q: 3 clusters Score -3721880 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10277 members 
Mstep: Class 2 contains 18393 members 
Entering Unmasked Estep 
Score: -3721873.750000 Penalty: 3335.672363
	Iteration 45Q: 3 clusters Score -3721874 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10246 members 
Mstep: Class 2 contains 18424 members 
Entering Unmasked Estep 
Score: -3721888.250000 Penalty: 3335.672363
	Iteration 46Q: 3 clusters Score -3721888 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10223 members 
Mstep: Class 2 contains 18447 members 
Entering Unmasked Estep 
Score: -3721896.750000 Penalty: 3335.672363
	Iteration 47Q: 3 clusters Score -3721897 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10195 members 
Mstep: Class 2 contains 18475 members 
Entering Unmasked Estep 
Score: -3721892.750000 Penalty: 3335.672363
	Iteration 48Q: 3 clusters Score -3721893 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10168 members 
Mstep: Class 2 contains 18502 members 
Entering Unmasked Estep 
Score: -3721894.000000 Penalty: 3335.672363
	Iteration 49Q: 3 clusters Score -3721894 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10133 members 
Mstep: Class 2 contains 18537 members 
Entering Unmasked Estep 
Score: -3721896.000000 Penalty: 3335.672363
	Iteration 50Q: 3 clusters Score -3721896 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10100 members 
Mstep: Class 2 contains 18570 members 
Entering Unmasked Estep 
Score: -3721902.750000 Penalty: 3335.672363
	Iteration 51Q: 3 clusters Score -3721903 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10075 members 
Mstep: Class 2 contains 18595 members 
Entering Unmasked Estep 
Score: -3721905.250000 Penalty: 3335.672363
	Iteration 52Q: 3 clusters Score -3721905 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10046 members 
Mstep: Class 2 contains 18624 members 
Entering Unmasked Estep 
Score: -3721906.250000 Penalty: 3335.672363
	Iteration 53Q: 3 clusters Score -3721906 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10001 members 
Mstep: Class 2 contains 18669 members 
Entering Unmasked Estep 
Score: -3721914.000000 Penalty: 3335.672363
	Iteration 54Q: 3 clusters Score -3721914 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9965 members 
Mstep: Class 2 contains 18705 members 
Entering Unmasked Estep 
Score: -3721908.500000 Penalty: 3335.672363
	Iteration 55Q: 3 clusters Score -3721908 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9919 members 
Mstep: Class 2 contains 18751 members 
Entering Unmasked Estep 
Score: -3721917.250000 Penalty: 3335.672363
	Iteration 56Q: 3 clusters Score -3721917 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9870 members 
Mstep: Class 2 contains 18800 members 
Entering Unmasked Estep 
Score: -3721927.000000 Penalty: 3335.672363
	Iteration 57Q: 3 clusters Score -3721927 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9820 members 
Mstep: Class 2 contains 18850 members 
Entering Unmasked Estep 
Score: -3721931.750000 Penalty: 3335.672363
	Iteration 58Q: 3 clusters Score -3721932 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9767 members 
Mstep: Class 2 contains 18903 members 
Entering Unmasked Estep 
Score: -3721928.500000 Penalty: 3335.672363
	Iteration 59Q: 3 clusters Score -3721928 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9712 members 
Mstep: Class 2 contains 18958 members 
Entering Unmasked Estep 
Score: -3721938.000000 Penalty: 3335.672363
	Iteration 60F: 3 clusters Score -3721938 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9643 members 
Mstep: Class 2 contains 19027 members 
Entering Unmasked Estep 
Score: -3721949.500000 Penalty: 3335.672363
	Iteration 61Q: 3 clusters Score -3721950 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9567 members 
Mstep: Class 2 contains 19103 members 
Entering Unmasked Estep 
Score: -3721951.250000 Penalty: 3335.672363
	Iteration 62Q: 3 clusters Score -3721951 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9501 members 
Mstep: Class 2 contains 19169 members 
Entering Unmasked Estep 
Score: -3721960.750000 Penalty: 3335.672363
	Iteration 63Q: 3 clusters Score -3721961 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9427 members 
Mstep: Class 2 contains 19243 members 
Entering Unmasked Estep 
Score: -3721963.250000 Penalty: 3335.672363
	Iteration 64Q: 3 clusters Score -3721963 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9349 members 
Mstep: Class 2 contains 19321 members 
Entering Unmasked Estep 
Score: -3721963.750000 Penalty: 3335.672363
	Iteration 65Q: 3 clusters Score -3721964 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9263 members 
Mstep: Class 2 contains 19407 members 
Entering Unmasked Estep 
Score: -3721982.750000 Penalty: 3335.672363
	Iteration 66Q: 3 clusters Score -3721983 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9187 members 
Mstep: Class 2 contains 19483 members 
Entering Unmasked Estep 
Score: -3721998.000000 Penalty: 3335.672363
	Iteration 67Q: 3 clusters Score -3721998 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9118 members 
Mstep: Class 2 contains 19552 members 
Entering Unmasked Estep 
Score: -3722008.000000 Penalty: 3335.672363
	Iteration 68Q: 3 clusters Score -3722008 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9043 members 
Mstep: Class 2 contains 19627 members 
Entering Unmasked Estep 
Score: -3722008.750000 Penalty: 3335.672363
	Iteration 69Q: 3 clusters Score -3722009 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8965 members 
Mstep: Class 2 contains 19705 members 
Entering Unmasked Estep 
Score: -3722013.000000 Penalty: 3335.672363
	Iteration 70Q: 3 clusters Score -3722013 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8890 members 
Mstep: Class 2 contains 19780 members 
Entering Unmasked Estep 
Score: -3722009.750000 Penalty: 3335.672363
	Iteration 71Q: 3 clusters Score -3722010 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8815 members 
Mstep: Class 2 contains 19855 members 
Entering Unmasked Estep 
Score: -3722011.000000 Penalty: 3335.672363
	Iteration 72Q: 3 clusters Score -3722011 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8740 members 
Mstep: Class 2 contains 19930 members 
Entering Unmasked Estep 
Score: -3722024.000000 Penalty: 3335.672363
	Iteration 73Q: 3 clusters Score -3722024 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8657 members 
Mstep: Class 2 contains 20013 members 
Entering Unmasked Estep 
Score: -3722038.250000 Penalty: 3335.672363
	Iteration 74Q: 3 clusters Score -3722038 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8573 members 
Mstep: Class 2 contains 20097 members 
Entering Unmasked Estep 
Score: -3722042.750000 Penalty: 3335.672363
	Iteration 75Q: 3 clusters Score -3722043 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8486 members 
Mstep: Class 2 contains 20184 members 
Entering Unmasked Estep 
Score: -3722061.750000 Penalty: 3335.672363
	Iteration 76Q: 3 clusters Score -3722062 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8400 members 
Mstep: Class 2 contains 20270 members 
Entering Unmasked Estep 
Score: -3722067.500000 Penalty: 3335.672363
	Iteration 77Q: 3 clusters Score -3722068 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8314 members 
Mstep: Class 2 contains 20356 members 
Entering Unmasked Estep 
Score: -3722075.250000 Penalty: 3335.672363
	Iteration 78Q: 3 clusters Score -3722075 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8228 members 
Mstep: Class 2 contains 20442 members 
Entering Unmasked Estep 
Score: -3722072.750000 Penalty: 3335.672363
	Iteration 79Q: 3 clusters Score -3722073 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8125 members 
Mstep: Class 2 contains 20545 members 
Entering Unmasked Estep 
Score: -3722097.750000 Penalty: 3335.672363
	Iteration 80F: 3 clusters Score -3722098 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8031 members 
Mstep: Class 2 contains 20639 members 
Entering Unmasked Estep 
Score: -3722114.750000 Penalty: 3335.672363
	Iteration 81Q: 3 clusters Score -3722115 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7927 members 
Mstep: Class 2 contains 20743 members 
Entering Unmasked Estep 
Score: -3722138.250000 Penalty: 3335.672363
	Iteration 82Q: 3 clusters Score -3722138 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7818 members 
Mstep: Class 2 contains 20852 members 
Entering Unmasked Estep 
Score: -3722145.250000 Penalty: 3335.672363
	Iteration 83Q: 3 clusters Score -3722145 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7705 members 
Mstep: Class 2 contains 20965 members 
Entering Unmasked Estep 
Score: -3722158.000000 Penalty: 3335.672363
	Iteration 84Q: 3 clusters Score -3722158 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7584 members 
Mstep: Class 2 contains 21086 members 
Entering Unmasked Estep 
Score: -3722188.000000 Penalty: 3335.672363
	Iteration 85Q: 3 clusters Score -3722188 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7461 members 
Mstep: Class 2 contains 21209 members 
Entering Unmasked Estep 
Score: -3722201.500000 Penalty: 3335.672363
	Iteration 86Q: 3 clusters Score -3722202 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7330 members 
Mstep: Class 2 contains 21340 members 
Entering Unmasked Estep 
Score: -3722217.750000 Penalty: 3335.672363
	Iteration 87Q: 3 clusters Score -3722218 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7196 members 
Mstep: Class 2 contains 21474 members 
Entering Unmasked Estep 
Score: -3722243.250000 Penalty: 3335.672363
	Iteration 88Q: 3 clusters Score -3722243 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7055 members 
Mstep: Class 2 contains 21615 members 
Entering Unmasked Estep 
Score: -3722264.000000 Penalty: 3335.672363
	Iteration 89Q: 3 clusters Score -3722264 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6904 members 
Mstep: Class 2 contains 21766 members 
Entering Unmasked Estep 
Score: -3722296.250000 Penalty: 3335.672363
	Iteration 90Q: 3 clusters Score -3722296 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6740 members 
Mstep: Class 2 contains 21930 members 
Entering Unmasked Estep 
Score: -3722319.000000 Penalty: 3335.672363
	Iteration 91Q: 3 clusters Score -3722319 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6566 members 
Mstep: Class 2 contains 22104 members 
Entering Unmasked Estep 
Score: -3722338.500000 Penalty: 3335.672363
	Iteration 92Q: 3 clusters Score -3722338 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6390 members 
Mstep: Class 2 contains 22280 members 
Entering Unmasked Estep 
Score: -3722384.000000 Penalty: 3335.672363
	Iteration 93Q: 3 clusters Score -3722384 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6226 members 
Mstep: Class 2 contains 22444 members 
Entering Unmasked Estep 
Score: -3722409.000000 Penalty: 3335.672363
	Iteration 94Q: 3 clusters Score -3722409 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6074 members 
Mstep: Class 2 contains 22596 members 
Entering Unmasked Estep 
Score: -3722447.750000 Penalty: 3335.672363
	Iteration 95Q: 3 clusters Score -3722448 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5906 members 
Mstep: Class 2 contains 22764 members 
Entering Unmasked Estep 
Score: -3722489.000000 Penalty: 3335.672363
	Iteration 96Q: 3 clusters Score -3722489 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5713 members 
Mstep: Class 2 contains 22957 members 
Entering Unmasked Estep 
Score: -3722526.750000 Penalty: 3335.672363
	Iteration 97Q: 3 clusters Score -3722527 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5498 members 
Mstep: Class 2 contains 23172 members 
Entering Unmasked Estep 
Score: -3722576.250000 Penalty: 3335.672363
	Iteration 98Q: 3 clusters Score -3722576 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5291 members 
Mstep: Class 2 contains 23379 members 
Entering Unmasked Estep 
Score: -3722623.000000 Penalty: 3335.672363
	Iteration 99Q: 3 clusters Score -3722623 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5090 members 
Mstep: Class 2 contains 23580 members 
Entering Unmasked Estep 
Score: -3722686.000000 Penalty: 3335.672363
	Iteration 100F: 3 clusters Score -3722686 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 23777 members 
Entering Unmasked Estep 
Score: -3722724.750000 Penalty: 3335.672363
	Iteration 101Q: 3 clusters Score -3722725 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 23993 members 
Entering Unmasked Estep 
Score: -3722798.000000 Penalty: 3335.672363
	Iteration 102Q: 3 clusters Score -3722798 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 24179 members 
Entering Unmasked Estep 
Score: -3722845.750000 Penalty: 3335.672363
	Iteration 103Q: 3 clusters Score -3722846 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 24366 members 
Entering Unmasked Estep 
Score: -3722890.250000 Penalty: 3335.672363
	Iteration 104Q: 3 clusters Score -3722890 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 24570 members 
Entering Unmasked Estep 
Score: -3722942.000000 Penalty: 3335.672363
	Iteration 105Q: 3 clusters Score -3722942 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 24763 members 
Entering Unmasked Estep 
Score: -3722993.000000 Penalty: 3335.672363
	Iteration 106Q: 3 clusters Score -3722993 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 24953 members 
Entering Unmasked Estep 
Score: -3723065.250000 Penalty: 3335.672363
	Iteration 107Q: 3 clusters Score -3723065 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 25127 members 
Entering Unmasked Estep 
Score: -3723107.750000 Penalty: 3335.672363
	Iteration 108Q: 3 clusters Score -3723108 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 25321 members 
Entering Unmasked Estep 
Score: -3723167.250000 Penalty: 3335.672363
	Iteration 109Q: 3 clusters Score -3723167 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 25493 members 
Entering Unmasked Estep 
Score: -3723218.250000 Penalty: 3335.672363
	Iteration 110Q: 3 clusters Score -3723218 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 25664 members 
Entering Unmasked Estep 
Score: -3723272.750000 Penalty: 3335.672363
	Iteration 111Q: 3 clusters Score -3723273 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 25825 members 
Entering Unmasked Estep 
Score: -3723313.000000 Penalty: 3335.672363
	Iteration 112Q: 3 clusters Score -3723313 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 25974 members 
Entering Unmasked Estep 
Score: -3723371.500000 Penalty: 3335.672363
	Iteration 113Q: 3 clusters Score -3723372 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 26131 members 
Entering Unmasked Estep 
Score: -3723412.250000 Penalty: 3335.672363
	Iteration 114Q: 3 clusters Score -3723412 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 26283 members 
Entering Unmasked Estep 
Score: -3723458.750000 Penalty: 3335.672363
	Iteration 115Q: 3 clusters Score -3723459 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 26421 members 
Entering Unmasked Estep 
Score: -3723497.250000 Penalty: 3335.672363
	Iteration 116Q: 3 clusters Score -3723497 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 26568 members 
Entering Unmasked Estep 
Score: -3723552.000000 Penalty: 3335.672363
	Iteration 117Q: 3 clusters Score -3723552 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 26710 members 
Entering Unmasked Estep 
Score: -3723609.500000 Penalty: 3335.672363
	Iteration 118Q: 3 clusters Score -3723610 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 26843 members 
Entering Unmasked Estep 
Score: -3723659.750000 Penalty: 3335.672363
	Iteration 119Q: 3 clusters Score -3723660 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 26958 members 
Entering Unmasked Estep 
Score: -3723703.000000 Penalty: 3335.672363
	Iteration 120F: 3 clusters Score -3723703 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 27076 members 
Entering Unmasked Estep 
Score: -3723766.250000 Penalty: 3335.672363
	Iteration 121Q: 3 clusters Score -3723766 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 27196 members 
Entering Unmasked Estep 
Score: -3723806.500000 Penalty: 3335.672363
	Iteration 122Q: 3 clusters Score -3723806 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 27302 members 
Entering Unmasked Estep 
Score: -3723858.750000 Penalty: 3335.672363
	Iteration 123Q: 3 clusters Score -3723859 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 27387 members 
Entering Unmasked Estep 
Score: -3723892.750000 Penalty: 3335.672363
	Iteration 124Q: 3 clusters Score -3723893 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 27486 members 
Entering Unmasked Estep 
Score: -3723946.000000 Penalty: 3335.672363
	Iteration 125Q: 3 clusters Score -3723946 nChanged 102
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 27588 members 
Entering Unmasked Estep 
Score: -3724001.000000 Penalty: 3335.672363
	Iteration 126Q: 3 clusters Score -3724001 nChanged 74
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 27660 members 
Entering Unmasked Estep 
Score: -3724034.500000 Penalty: 3335.672363
	Iteration 127Q: 3 clusters Score -3724034 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 27719 members 
Entering Unmasked Estep 
Score: -3724061.500000 Penalty: 3335.672363
	Iteration 128Q: 3 clusters Score -3724062 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 27767 members 
Entering Unmasked Estep 
Score: -3724082.000000 Penalty: 3335.672363
	Iteration 129Q: 3 clusters Score -3724082 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 27808 members 
Entering Unmasked Estep 
Score: -3724102.000000 Penalty: 3335.672363
	Iteration 130Q: 3 clusters Score -3724102 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 27852 members 
Entering Unmasked Estep 
Score: -3724124.750000 Penalty: 3335.672363
	Iteration 131Q: 3 clusters Score -3724125 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 27899 members 
Entering Unmasked Estep 
Score: -3724141.750000 Penalty: 3335.672363
	Iteration 132Q: 3 clusters Score -3724142 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 27954 members 
Entering Unmasked Estep 
Score: -3724173.000000 Penalty: 3335.672363
	Iteration 133Q: 3 clusters Score -3724173 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 28011 members 
Entering Unmasked Estep 
Score: -3724217.750000 Penalty: 3335.672363
	Iteration 134Q: 3 clusters Score -3724218 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 28051 members 
Entering Unmasked Estep 
Score: -3724245.500000 Penalty: 3335.672363
	Iteration 135Q: 3 clusters Score -3724246 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 28075 members 
Entering Unmasked Estep 
Score: -3724256.000000 Penalty: 3335.672363
	Iteration 136Q: 3 clusters Score -3724256 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 28101 members 
Entering Unmasked Estep 
Score: -3724276.500000 Penalty: 3335.672363
	Iteration 137Q: 3 clusters Score -3724276 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 28120 members 
Entering Unmasked Estep 
Score: -3724279.750000 Penalty: 3335.672363
	Iteration 138Q: 3 clusters Score -3724280 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 28131 members 
Entering Unmasked Estep 
Score: -3724290.250000 Penalty: 3335.672363
	Iteration 139Q: 3 clusters Score -3724290 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 28141 members 
Entering Unmasked Estep 
Score: -3724299.750000 Penalty: 3335.672363
	Iteration 140F: 3 clusters Score -3724300 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 28155 members 
Entering Unmasked Estep 
Score: -3724311.250000 Penalty: 3335.672363
	Iteration 141Q: 3 clusters Score -3724311 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 28165 members 
Entering Unmasked Estep 
Score: -3724317.750000 Penalty: 3335.672363
	Iteration 142Q: 3 clusters Score -3724318 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 28173 members 
Entering Unmasked Estep 
Score: -3724321.500000 Penalty: 3335.672363
	Iteration 143Q: 3 clusters Score -3724322 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 28178 members 
Entering Unmasked Estep 
Score: -3724319.750000 Penalty: 3335.672363
	Iteration 144Q: 3 clusters Score -3724320 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 28184 members 
Entering Unmasked Estep 
Score: -3724319.500000 Penalty: 3335.672363
	Iteration 145Q: 3 clusters Score -3724320 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 28188 members 
Entering Unmasked Estep 
Score: -3724323.250000 Penalty: 3335.672363
	Iteration 146Q: 3 clusters Score -3724323 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 28192 members 
Entering Unmasked Estep 
Score: -3724325.750000 Penalty: 3335.672363
	Iteration 147Q: 3 clusters Score -3724326 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 28200 members 
Entering Unmasked Estep 
Score: -3724329.000000 Penalty: 3335.672363
	Iteration 148Q: 3 clusters Score -3724329 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 28209 members 
Entering Unmasked Estep 
Score: -3724332.750000 Penalty: 3335.672363
	Iteration 149Q: 3 clusters Score -3724333 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 28211 members 
Entering Unmasked Estep 
Score: -3724332.250000 Penalty: 3335.672363
	Iteration 150Q: 3 clusters Score -3724332 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 28210 members 
Entering Unmasked Estep 
Score: -3724336.250000 Penalty: 3335.672363
	Iteration 151Q: 3 clusters Score -3724336 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 28211 members 
Entering Unmasked Estep 
Score: -3724332.750000 Penalty: 3335.672363
	Iteration 152Q: 3 clusters Score -3724333 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 28211 members 
Entering Unmasked Estep 
Score: -3724332.750000 Penalty: 3335.672363
	Iteration 153F: 3 clusters Score -3724333 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (3193 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Entering Unmasked Estep 
Score: -375765.593750 Penalty: 1311.166382
	Iteration 0F: 2 clusters Score -375765.6 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 1628 members 
Entering Unmasked Estep 
Score: -372908.937500 Penalty: 2622.332764
	Iteration 0F: 3 clusters Score -372908.9 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -373581.750000 Penalty: 2622.332764
	Iteration 1F: 3 clusters Score -373581.8 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -373784.500000 Penalty: 2622.332764
	Iteration 2F: 3 clusters Score -373784.5 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -373945.125000 Penalty: 2622.332764
	Iteration 3F: 3 clusters Score -373945.1 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -374074.406250 Penalty: 2622.332764
	Iteration 4Q: 3 clusters Score -374074.4 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -374184.656250 Penalty: 2622.332764
	Iteration 5Q: 3 clusters Score -374184.7 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -374269.156250 Penalty: 2622.332764
	Iteration 6Q: 3 clusters Score -374269.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -374349.937500 Penalty: 2622.332764
	Iteration 7Q: 3 clusters Score -374349.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -374460.312500 Penalty: 2622.332764
	Iteration 8Q: 3 clusters Score -374460.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -374532.968750 Penalty: 2622.332764
	Iteration 9Q: 3 clusters Score -374533 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -374610.843750 Penalty: 2622.332764
	Iteration 10Q: 3 clusters Score -374610.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -374676.093750 Penalty: 2622.332764
	Iteration 11Q: 3 clusters Score -374676.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -374723.000000 Penalty: 2622.332764
	Iteration 12Q: 3 clusters Score -374723 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -374765.812500 Penalty: 2622.332764
	Iteration 13Q: 3 clusters Score -374765.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -374810.093750 Penalty: 2622.332764
	Iteration 14Q: 3 clusters Score -374810.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -374863.750000 Penalty: 2622.332764
	Iteration 15Q: 3 clusters Score -374863.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -374913.593750 Penalty: 2622.332764
	Iteration 16Q: 3 clusters Score -374913.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -374968.406250 Penalty: 2622.332764
	Iteration 17Q: 3 clusters Score -374968.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -375013.281250 Penalty: 2622.332764
	Iteration 18Q: 3 clusters Score -375013.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -375045.406250 Penalty: 2622.332764
	Iteration 19Q: 3 clusters Score -375045.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -375063.906250 Penalty: 2622.332764
	Iteration 20F: 3 clusters Score -375063.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -375080.218750 Penalty: 2622.332764
	Iteration 21Q: 3 clusters Score -375080.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -375090.187500 Penalty: 2622.332764
	Iteration 22Q: 3 clusters Score -375090.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -375099.937500 Penalty: 2622.332764
	Iteration 23Q: 3 clusters Score -375099.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -375105.250000 Penalty: 2622.332764
	Iteration 24Q: 3 clusters Score -375105.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -375117.812500 Penalty: 2622.332764
	Iteration 25Q: 3 clusters Score -375117.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -375125.625000 Penalty: 2622.332764
	Iteration 26Q: 3 clusters Score -375125.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -375131.406250 Penalty: 2622.332764
	Iteration 27Q: 3 clusters Score -375131.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -375140.812500 Penalty: 2622.332764
	Iteration 28Q: 3 clusters Score -375140.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -375147.531250 Penalty: 2622.332764
	Iteration 29Q: 3 clusters Score -375147.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -375153.500000 Penalty: 2622.332764
	Iteration 30Q: 3 clusters Score -375153.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -375157.593750 Penalty: 2622.332764
	Iteration 31Q: 3 clusters Score -375157.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -375163.875000 Penalty: 2622.332764
	Iteration 32Q: 3 clusters Score -375163.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -375167.906250 Penalty: 2622.332764
	Iteration 33Q: 3 clusters Score -375167.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -375171.218750 Penalty: 2622.332764
	Iteration 34Q: 3 clusters Score -375171.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -375176.156250 Penalty: 2622.332764
	Iteration 35Q: 3 clusters Score -375176.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -375182.968750 Penalty: 2622.332764
	Iteration 36Q: 3 clusters Score -375183 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -375191.437500 Penalty: 2622.332764
	Iteration 37Q: 3 clusters Score -375191.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -375196.343750 Penalty: 2622.332764
	Iteration 38Q: 3 clusters Score -375196.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -375197.593750 Penalty: 2622.332764
	Iteration 39Q: 3 clusters Score -375197.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -375201.500000 Penalty: 2622.332764
	Iteration 40F: 3 clusters Score -375201.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -375203.625000 Penalty: 2622.332764
	Iteration 41Q: 3 clusters Score -375203.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -375205.750000 Penalty: 2622.332764
	Iteration 42Q: 3 clusters Score -375205.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -375207.343750 Penalty: 2622.332764
	Iteration 43Q: 3 clusters Score -375207.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -375210.562500 Penalty: 2622.332764
	Iteration 44Q: 3 clusters Score -375210.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -375215.968750 Penalty: 2622.332764
	Iteration 45Q: 3 clusters Score -375216 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -375220.718750 Penalty: 2622.332764
	Iteration 46Q: 3 clusters Score -375220.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -375228.906250 Penalty: 2622.332764
	Iteration 47Q: 3 clusters Score -375228.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -375236.843750 Penalty: 2622.332764
	Iteration 48Q: 3 clusters Score -375236.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -375240.343750 Penalty: 2622.332764
	Iteration 49Q: 3 clusters Score -375240.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -375244.593750 Penalty: 2622.332764
	Iteration 50Q: 3 clusters Score -375244.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -375251.406250 Penalty: 2622.332764
	Iteration 51Q: 3 clusters Score -375251.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -375254.968750 Penalty: 2622.332764
	Iteration 52Q: 3 clusters Score -375255 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -375259.250000 Penalty: 2622.332764
	Iteration 53Q: 3 clusters Score -375259.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -375265.656250 Penalty: 2622.332764
	Iteration 54Q: 3 clusters Score -375265.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -375269.562500 Penalty: 2622.332764
	Iteration 55Q: 3 clusters Score -375269.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -375279.000000 Penalty: 2622.332764
	Iteration 56Q: 3 clusters Score -375279 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -375290.687500 Penalty: 2622.332764
	Iteration 57Q: 3 clusters Score -375290.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -375301.156250 Penalty: 2622.332764
	Iteration 58Q: 3 clusters Score -375301.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -375307.375000 Penalty: 2622.332764
	Iteration 59Q: 3 clusters Score -375307.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -375312.812500 Penalty: 2622.332764
	Iteration 60F: 3 clusters Score -375312.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -375316.312500 Penalty: 2622.332764
	Iteration 61Q: 3 clusters Score -375316.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -375318.625000 Penalty: 2622.332764
	Iteration 62Q: 3 clusters Score -375318.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -375319.156250 Penalty: 2622.332764
	Iteration 63Q: 3 clusters Score -375319.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -375319.156250 Penalty: 2622.332764
	Iteration 64F: 3 clusters Score -375319.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (16076 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16076 members 
Entering Unmasked Estep 
Score: -1872586.375000 Penalty: 1573.825928
	Iteration 0F: 2 clusters Score -1872586 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8066 members 
Mstep: Class 2 contains 8010 members 
Entering Unmasked Estep 
Score: -1861530.500000 Penalty: 3147.651855
	Iteration 0F: 3 clusters Score -1861530 nChanged 7168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8186 members 
Mstep: Class 2 contains 7890 members 
Entering Unmasked Estep 
Score: -1865872.500000 Penalty: 3147.651855
	Iteration 1F: 3 clusters Score -1865872 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8279 members 
Mstep: Class 2 contains 7797 members 
Entering Unmasked Estep 
Score: -1866592.000000 Penalty: 3147.651855
	Iteration 2F: 3 clusters Score -1866592 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8402 members 
Mstep: Class 2 contains 7674 members 
Entering Unmasked Estep 
Score: -1867312.000000 Penalty: 3147.651855
	Iteration 3F: 3 clusters Score -1867312 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8540 members 
Mstep: Class 2 contains 7536 members 
Entering Unmasked Estep 
Score: -1867946.875000 Penalty: 3147.651855
	Iteration 4F: 3 clusters Score -1867947 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8682 members 
Mstep: Class 2 contains 7394 members 
Entering Unmasked Estep 
Score: -1868445.125000 Penalty: 3147.651855
	Iteration 5F: 3 clusters Score -1868445 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8807 members 
Mstep: Class 2 contains 7269 members 
Entering Unmasked Estep 
Score: -1868789.125000 Penalty: 3147.651855
	Iteration 6Q: 3 clusters Score -1868789 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8951 members 
Mstep: Class 2 contains 7125 members 
Entering Unmasked Estep 
Score: -1869049.000000 Penalty: 3147.651855
	Iteration 7Q: 3 clusters Score -1869049 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9116 members 
Mstep: Class 2 contains 6960 members 
Entering Unmasked Estep 
Score: -1869259.000000 Penalty: 3147.651855
	Iteration 8Q: 3 clusters Score -1869259 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9297 members 
Mstep: Class 2 contains 6779 members 
Entering Unmasked Estep 
Score: -1869458.625000 Penalty: 3147.651855
	Iteration 9Q: 3 clusters Score -1869459 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9511 members 
Mstep: Class 2 contains 6565 members 
Entering Unmasked Estep 
Score: -1869640.875000 Penalty: 3147.651855
	Iteration 10Q: 3 clusters Score -1869641 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9750 members 
Mstep: Class 2 contains 6326 members 
Entering Unmasked Estep 
Score: -1869787.625000 Penalty: 3147.651855
	Iteration 11Q: 3 clusters Score -1869788 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10008 members 
Mstep: Class 2 contains 6068 members 
Entering Unmasked Estep 
Score: -1869927.500000 Penalty: 3147.651855
	Iteration 12Q: 3 clusters Score -1869928 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10251 members 
Mstep: Class 2 contains 5825 members 
Entering Unmasked Estep 
Score: -1870049.750000 Penalty: 3147.651855
	Iteration 13Q: 3 clusters Score -1870050 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10494 members 
Mstep: Class 2 contains 5582 members 
Entering Unmasked Estep 
Score: -1870174.750000 Penalty: 3147.651855
	Iteration 14Q: 3 clusters Score -1870175 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10748 members 
Mstep: Class 2 contains 5328 members 
Entering Unmasked Estep 
Score: -1870299.125000 Penalty: 3147.651855
	Iteration 15Q: 3 clusters Score -1870299 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10994 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -1870408.125000 Penalty: 3147.651855
	Iteration 16Q: 3 clusters Score -1870408 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11244 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -1870521.625000 Penalty: 3147.651855
	Iteration 17Q: 3 clusters Score -1870522 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11501 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -1870634.375000 Penalty: 3147.651855
	Iteration 18Q: 3 clusters Score -1870634 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11755 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -1870737.250000 Penalty: 3147.651855
	Iteration 19Q: 3 clusters Score -1870737 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12000 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -1870840.625000 Penalty: 3147.651855
	Iteration 20F: 3 clusters Score -1870841 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12247 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -1870945.250000 Penalty: 3147.651855
	Iteration 21Q: 3 clusters Score -1870945 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12479 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -1871029.375000 Penalty: 3147.651855
	Iteration 22Q: 3 clusters Score -1871029 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12677 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -1871108.500000 Penalty: 3147.651855
	Iteration 23Q: 3 clusters Score -1871108 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12875 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -1871199.875000 Penalty: 3147.651855
	Iteration 24Q: 3 clusters Score -1871200 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13058 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -1871285.125000 Penalty: 3147.651855
	Iteration 25Q: 3 clusters Score -1871285 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13232 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -1871366.500000 Penalty: 3147.651855
	Iteration 26Q: 3 clusters Score -1871366 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13404 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -1871461.000000 Penalty: 3147.651855
	Iteration 27Q: 3 clusters Score -1871461 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13565 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -1871541.625000 Penalty: 3147.651855
	Iteration 28Q: 3 clusters Score -1871542 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13709 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -1871604.000000 Penalty: 3147.651855
	Iteration 29Q: 3 clusters Score -1871604 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13839 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -1871663.500000 Penalty: 3147.651855
	Iteration 30Q: 3 clusters Score -1871664 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13966 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -1871729.250000 Penalty: 3147.651855
	Iteration 31Q: 3 clusters Score -1871729 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14085 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -1871787.000000 Penalty: 3147.651855
	Iteration 32Q: 3 clusters Score -1871787 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14193 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -1871839.250000 Penalty: 3147.651855
	Iteration 33Q: 3 clusters Score -1871839 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14296 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -1871890.125000 Penalty: 3147.651855
	Iteration 34Q: 3 clusters Score -1871890 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14387 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -1871924.125000 Penalty: 3147.651855
	Iteration 35Q: 3 clusters Score -1871924 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14466 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -1871970.500000 Penalty: 3147.651855
	Iteration 36Q: 3 clusters Score -1871970 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14541 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -1872002.125000 Penalty: 3147.651855
	Iteration 37Q: 3 clusters Score -1872002 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14608 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -1872040.125000 Penalty: 3147.651855
	Iteration 38Q: 3 clusters Score -1872040 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14662 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -1872062.500000 Penalty: 3147.651855
	Iteration 39Q: 3 clusters Score -1872062 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14718 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -1872098.000000 Penalty: 3147.651855
	Iteration 40F: 3 clusters Score -1872098 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14769 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -1872123.250000 Penalty: 3147.651855
	Iteration 41Q: 3 clusters Score -1872123 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14816 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -1872143.625000 Penalty: 3147.651855
	Iteration 42Q: 3 clusters Score -1872144 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14847 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -1872157.375000 Penalty: 3147.651855
	Iteration 43Q: 3 clusters Score -1872157 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14871 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -1872172.500000 Penalty: 3147.651855
	Iteration 44Q: 3 clusters Score -1872172 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14896 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -1872177.500000 Penalty: 3147.651855
	Iteration 45Q: 3 clusters Score -1872178 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14912 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -1872178.375000 Penalty: 3147.651855
	Iteration 46Q: 3 clusters Score -1872178 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14926 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -1872185.500000 Penalty: 3147.651855
	Iteration 47Q: 3 clusters Score -1872186 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14937 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -1872187.000000 Penalty: 3147.651855
	Iteration 48Q: 3 clusters Score -1872187 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14951 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -1872196.125000 Penalty: 3147.651855
	Iteration 49Q: 3 clusters Score -1872196 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14967 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -1872197.375000 Penalty: 3147.651855
	Iteration 50Q: 3 clusters Score -1872197 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14975 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -1872201.375000 Penalty: 3147.651855
	Iteration 51Q: 3 clusters Score -1872201 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14985 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -1872204.625000 Penalty: 3147.651855
	Iteration 52Q: 3 clusters Score -1872205 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14993 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -1872206.875000 Penalty: 3147.651855
	Iteration 53Q: 3 clusters Score -1872207 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15002 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -1872212.500000 Penalty: 3147.651855
	Iteration 54Q: 3 clusters Score -1872212 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15011 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -1872211.500000 Penalty: 3147.651855
	Iteration 55Q: 3 clusters Score -1872212 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15018 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -1872214.250000 Penalty: 3147.651855
	Iteration 56Q: 3 clusters Score -1872214 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15024 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -1872214.750000 Penalty: 3147.651855
	Iteration 57Q: 3 clusters Score -1872215 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15029 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -1872219.750000 Penalty: 3147.651855
	Iteration 58Q: 3 clusters Score -1872220 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15032 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -1872219.125000 Penalty: 3147.651855
	Iteration 59Q: 3 clusters Score -1872219 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15032 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -1872219.125000 Penalty: 3147.651855
	Iteration 60F: 3 clusters Score -1872219 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (38027 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38027 members 
Entering Unmasked Estep 
Score: -4820226.500000 Penalty: 1713.733398
	Iteration 0F: 2 clusters Score -4820226 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18823 members 
Mstep: Class 2 contains 19204 members 
Entering Unmasked Estep 
Score: -4794847.500000 Penalty: 3427.466797
	Iteration 0F: 3 clusters Score -4794848 nChanged 17599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17802 members 
Mstep: Class 2 contains 20225 members 
Entering Unmasked Estep 
Score: -4804752.500000 Penalty: 3427.466797
	Iteration 1F: 3 clusters Score -4804752 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17170 members 
Mstep: Class 2 contains 20857 members 
Entering Unmasked Estep 
Score: -4805409.500000 Penalty: 3427.466797
	Iteration 2Q: 3 clusters Score -4805410 nChanged 1911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16175 members 
Mstep: Class 2 contains 21852 members 
Entering Unmasked Estep 
Score: -4806353.500000 Penalty: 3427.466797
	Iteration 3F: 3 clusters Score -4806354 nChanged 2200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14751 members 
Mstep: Class 2 contains 23276 members 
Entering Unmasked Estep 
Score: -4807653.000000 Penalty: 3427.466797
	Iteration 4F: 3 clusters Score -4807653 nChanged 2498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12911 members 
Mstep: Class 2 contains 25116 members 
Entering Unmasked Estep 
Score: -4809428.000000 Penalty: 3427.466797
	Iteration 5F: 3 clusters Score -4809428 nChanged 2773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10700 members 
Mstep: Class 2 contains 27327 members 
Entering Unmasked Estep 
Score: -4811805.500000 Penalty: 3427.466797
	Iteration 6F: 3 clusters Score -4811806 nChanged 2640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8594 members 
Mstep: Class 2 contains 29433 members 
Entering Unmasked Estep 
Score: -4814747.000000 Penalty: 3427.466797
	Iteration 7F: 3 clusters Score -4814747 nChanged 1932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7372 members 
Mstep: Class 2 contains 30655 members 
Entering Unmasked Estep 
Score: -4817199.500000 Penalty: 3427.466797
	Iteration 8F: 3 clusters Score -4817200 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6962 members 
Mstep: Class 2 contains 31065 members 
Entering Unmasked Estep 
Score: -4818337.500000 Penalty: 3427.466797
	Iteration 9Q: 3 clusters Score -4818338 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6850 members 
Mstep: Class 2 contains 31177 members 
Entering Unmasked Estep 
Score: -4818761.500000 Penalty: 3427.466797
	Iteration 10Q: 3 clusters Score -4818762 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6820 members 
Mstep: Class 2 contains 31207 members 
Entering Unmasked Estep 
Score: -4818923.500000 Penalty: 3427.466797
	Iteration 11Q: 3 clusters Score -4818924 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6833 members 
Mstep: Class 2 contains 31194 members 
Entering Unmasked Estep 
Score: -4818998.000000 Penalty: 3427.466797
	Iteration 12Q: 3 clusters Score -4818998 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6856 members 
Mstep: Class 2 contains 31171 members 
Entering Unmasked Estep 
Score: -4819058.000000 Penalty: 3427.466797
	Iteration 13Q: 3 clusters Score -4819058 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6864 members 
Mstep: Class 2 contains 31163 members 
Entering Unmasked Estep 
Score: -4819090.500000 Penalty: 3427.466797
	Iteration 14Q: 3 clusters Score -4819090 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6878 members 
Mstep: Class 2 contains 31149 members 
Entering Unmasked Estep 
Score: -4819102.000000 Penalty: 3427.466797
	Iteration 15Q: 3 clusters Score -4819102 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6894 members 
Mstep: Class 2 contains 31133 members 
Entering Unmasked Estep 
Score: -4819107.000000 Penalty: 3427.466797
	Iteration 16Q: 3 clusters Score -4819107 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6915 members 
Mstep: Class 2 contains 31112 members 
Entering Unmasked Estep 
Score: -4819107.000000 Penalty: 3427.466797
	Iteration 17Q: 3 clusters Score -4819107 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6939 members 
Mstep: Class 2 contains 31088 members 
Entering Unmasked Estep 
Score: -4819105.500000 Penalty: 3427.466797
	Iteration 18Q: 3 clusters Score -4819106 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6965 members 
Mstep: Class 2 contains 31062 members 
Entering Unmasked Estep 
Score: -4819105.500000 Penalty: 3427.466797
	Iteration 19Q: 3 clusters Score -4819106 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6981 members 
Mstep: Class 2 contains 31046 members 
Entering Unmasked Estep 
Score: -4819119.500000 Penalty: 3427.466797
	Iteration 20F: 3 clusters Score -4819120 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6997 members 
Mstep: Class 2 contains 31030 members 
Entering Unmasked Estep 
Score: -4819128.500000 Penalty: 3427.466797
	Iteration 21Q: 3 clusters Score -4819128 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7003 members 
Mstep: Class 2 contains 31024 members 
Entering Unmasked Estep 
Score: -4819134.500000 Penalty: 3427.466797
	Iteration 22Q: 3 clusters Score -4819134 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7026 members 
Mstep: Class 2 contains 31001 members 
Entering Unmasked Estep 
Score: -4819140.500000 Penalty: 3427.466797
	Iteration 23Q: 3 clusters Score -4819140 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7047 members 
Mstep: Class 2 contains 30980 members 
Entering Unmasked Estep 
Score: -4819146.500000 Penalty: 3427.466797
	Iteration 24Q: 3 clusters Score -4819146 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7061 members 
Mstep: Class 2 contains 30966 members 
Entering Unmasked Estep 
Score: -4819152.000000 Penalty: 3427.466797
	Iteration 25Q: 3 clusters Score -4819152 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7072 members 
Mstep: Class 2 contains 30955 members 
Entering Unmasked Estep 
Score: -4819142.000000 Penalty: 3427.466797
	Iteration 26Q: 3 clusters Score -4819142 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7085 members 
Mstep: Class 2 contains 30942 members 
Entering Unmasked Estep 
Score: -4819138.000000 Penalty: 3427.466797
	Iteration 27Q: 3 clusters Score -4819138 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7094 members 
Mstep: Class 2 contains 30933 members 
Entering Unmasked Estep 
Score: -4819141.500000 Penalty: 3427.466797
	Iteration 28Q: 3 clusters Score -4819142 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7098 members 
Mstep: Class 2 contains 30929 members 
Entering Unmasked Estep 
Score: -4819144.500000 Penalty: 3427.466797
	Iteration 29Q: 3 clusters Score -4819144 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7101 members 
Mstep: Class 2 contains 30926 members 
Entering Unmasked Estep 
Score: -4819146.000000 Penalty: 3427.466797
	Iteration 30Q: 3 clusters Score -4819146 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7103 members 
Mstep: Class 2 contains 30924 members 
Entering Unmasked Estep 
Score: -4819151.000000 Penalty: 3427.466797
	Iteration 31Q: 3 clusters Score -4819151 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7105 members 
Mstep: Class 2 contains 30922 members 
Entering Unmasked Estep 
Score: -4819143.500000 Penalty: 3427.466797
	Iteration 32Q: 3 clusters Score -4819144 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7109 members 
Mstep: Class 2 contains 30918 members 
Entering Unmasked Estep 
Score: -4819142.000000 Penalty: 3427.466797
	Iteration 33Q: 3 clusters Score -4819142 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7112 members 
Mstep: Class 2 contains 30915 members 
Entering Unmasked Estep 
Score: -4819139.000000 Penalty: 3427.466797
	Iteration 34Q: 3 clusters Score -4819139 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7115 members 
Mstep: Class 2 contains 30912 members 
Entering Unmasked Estep 
Score: -4819144.500000 Penalty: 3427.466797
	Iteration 35Q: 3 clusters Score -4819144 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7116 members 
Mstep: Class 2 contains 30911 members 
Entering Unmasked Estep 
Score: -4819146.000000 Penalty: 3427.466797
	Iteration 36Q: 3 clusters Score -4819146 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7116 members 
Mstep: Class 2 contains 30911 members 
Entering Unmasked Estep 
Score: -4819146.000000 Penalty: 3427.466797
	Iteration 37F: 3 clusters Score -4819146 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (19859 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19859 members 
Entering Unmasked Estep 
Score: -2325071.250000 Penalty: 1608.167114
	Iteration 0F: 2 clusters Score -2325071 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9920 members 
Mstep: Class 2 contains 9939 members 
Entering Unmasked Estep 
Score: -2311533.250000 Penalty: 3216.334229
	Iteration 0F: 3 clusters Score -2311533 nChanged 8937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9845 members 
Mstep: Class 2 contains 10014 members 
Entering Unmasked Estep 
Score: -2316549.500000 Penalty: 3216.334229
	Iteration 1F: 3 clusters Score -2316550 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9899 members 
Mstep: Class 2 contains 9960 members 
Entering Unmasked Estep 
Score: -2317207.250000 Penalty: 3216.334229
	Iteration 2F: 3 clusters Score -2317207 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9998 members 
Mstep: Class 2 contains 9861 members 
Entering Unmasked Estep 
Score: -2317915.750000 Penalty: 3216.334229
	Iteration 3F: 3 clusters Score -2317916 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10088 members 
Mstep: Class 2 contains 9771 members 
Entering Unmasked Estep 
Score: -2318606.000000 Penalty: 3216.334229
	Iteration 4F: 3 clusters Score -2318606 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10226 members 
Mstep: Class 2 contains 9633 members 
Entering Unmasked Estep 
Score: -2319206.500000 Penalty: 3216.334229
	Iteration 5F: 3 clusters Score -2319206 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10363 members 
Mstep: Class 2 contains 9496 members 
Entering Unmasked Estep 
Score: -2319875.250000 Penalty: 3216.334229
	Iteration 6F: 3 clusters Score -2319875 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10465 members 
Mstep: Class 2 contains 9394 members 
Entering Unmasked Estep 
Score: -2320379.500000 Penalty: 3216.334229
	Iteration 7F: 3 clusters Score -2320380 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10526 members 
Mstep: Class 2 contains 9333 members 
Entering Unmasked Estep 
Score: -2320762.000000 Penalty: 3216.334229
	Iteration 8Q: 3 clusters Score -2320762 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10587 members 
Mstep: Class 2 contains 9272 members 
Entering Unmasked Estep 
Score: -2321048.750000 Penalty: 3216.334229
	Iteration 9Q: 3 clusters Score -2321049 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10653 members 
Mstep: Class 2 contains 9206 members 
Entering Unmasked Estep 
Score: -2321238.750000 Penalty: 3216.334229
	Iteration 10Q: 3 clusters Score -2321239 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10694 members 
Mstep: Class 2 contains 9165 members 
Entering Unmasked Estep 
Score: -2321388.750000 Penalty: 3216.334229
	Iteration 11Q: 3 clusters Score -2321389 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10743 members 
Mstep: Class 2 contains 9116 members 
Entering Unmasked Estep 
Score: -2321507.750000 Penalty: 3216.334229
	Iteration 12Q: 3 clusters Score -2321508 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10791 members 
Mstep: Class 2 contains 9068 members 
Entering Unmasked Estep 
Score: -2321594.000000 Penalty: 3216.334229
	Iteration 13Q: 3 clusters Score -2321594 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10819 members 
Mstep: Class 2 contains 9040 members 
Entering Unmasked Estep 
Score: -2321662.750000 Penalty: 3216.334229
	Iteration 14Q: 3 clusters Score -2321663 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10864 members 
Mstep: Class 2 contains 8995 members 
Entering Unmasked Estep 
Score: -2321706.000000 Penalty: 3216.334229
	Iteration 15Q: 3 clusters Score -2321706 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10900 members 
Mstep: Class 2 contains 8959 members 
Entering Unmasked Estep 
Score: -2321749.250000 Penalty: 3216.334229
	Iteration 16Q: 3 clusters Score -2321749 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10923 members 
Mstep: Class 2 contains 8936 members 
Entering Unmasked Estep 
Score: -2321789.250000 Penalty: 3216.334229
	Iteration 17Q: 3 clusters Score -2321789 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10940 members 
Mstep: Class 2 contains 8919 members 
Entering Unmasked Estep 
Score: -2321838.000000 Penalty: 3216.334229
	Iteration 18Q: 3 clusters Score -2321838 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10968 members 
Mstep: Class 2 contains 8891 members 
Entering Unmasked Estep 
Score: -2321880.750000 Penalty: 3216.334229
	Iteration 19Q: 3 clusters Score -2321881 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10976 members 
Mstep: Class 2 contains 8883 members 
Entering Unmasked Estep 
Score: -2321917.750000 Penalty: 3216.334229
	Iteration 20F: 3 clusters Score -2321918 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10999 members 
Mstep: Class 2 contains 8860 members 
Entering Unmasked Estep 
Score: -2321966.250000 Penalty: 3216.334229
	Iteration 21Q: 3 clusters Score -2321966 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11020 members 
Mstep: Class 2 contains 8839 members 
Entering Unmasked Estep 
Score: -2321996.250000 Penalty: 3216.334229
	Iteration 22Q: 3 clusters Score -2321996 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11052 members 
Mstep: Class 2 contains 8807 members 
Entering Unmasked Estep 
Score: -2322023.250000 Penalty: 3216.334229
	Iteration 23Q: 3 clusters Score -2322023 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11087 members 
Mstep: Class 2 contains 8772 members 
Entering Unmasked Estep 
Score: -2322053.000000 Penalty: 3216.334229
	Iteration 24Q: 3 clusters Score -2322053 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11130 members 
Mstep: Class 2 contains 8729 members 
Entering Unmasked Estep 
Score: -2322076.500000 Penalty: 3216.334229
	Iteration 25Q: 3 clusters Score -2322076 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11163 members 
Mstep: Class 2 contains 8696 members 
Entering Unmasked Estep 
Score: -2322102.500000 Penalty: 3216.334229
	Iteration 26Q: 3 clusters Score -2322102 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11186 members 
Mstep: Class 2 contains 8673 members 
Entering Unmasked Estep 
Score: -2322112.000000 Penalty: 3216.334229
	Iteration 27Q: 3 clusters Score -2322112 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11222 members 
Mstep: Class 2 contains 8637 members 
Entering Unmasked Estep 
Score: -2322125.750000 Penalty: 3216.334229
	Iteration 28Q: 3 clusters Score -2322126 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11266 members 
Mstep: Class 2 contains 8593 members 
Entering Unmasked Estep 
Score: -2322137.750000 Penalty: 3216.334229
	Iteration 29Q: 3 clusters Score -2322138 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11303 members 
Mstep: Class 2 contains 8556 members 
Entering Unmasked Estep 
Score: -2322155.750000 Penalty: 3216.334229
	Iteration 30Q: 3 clusters Score -2322156 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11335 members 
Mstep: Class 2 contains 8524 members 
Entering Unmasked Estep 
Score: -2322169.250000 Penalty: 3216.334229
	Iteration 31Q: 3 clusters Score -2322169 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11373 members 
Mstep: Class 2 contains 8486 members 
Entering Unmasked Estep 
Score: -2322186.000000 Penalty: 3216.334229
	Iteration 32Q: 3 clusters Score -2322186 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11399 members 
Mstep: Class 2 contains 8460 members 
Entering Unmasked Estep 
Score: -2322207.000000 Penalty: 3216.334229
	Iteration 33Q: 3 clusters Score -2322207 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11419 members 
Mstep: Class 2 contains 8440 members 
Entering Unmasked Estep 
Score: -2322215.250000 Penalty: 3216.334229
	Iteration 34Q: 3 clusters Score -2322215 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11459 members 
Mstep: Class 2 contains 8400 members 
Entering Unmasked Estep 
Score: -2322221.750000 Penalty: 3216.334229
	Iteration 35Q: 3 clusters Score -2322222 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11487 members 
Mstep: Class 2 contains 8372 members 
Entering Unmasked Estep 
Score: -2322230.000000 Penalty: 3216.334229
	Iteration 36Q: 3 clusters Score -2322230 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11527 members 
Mstep: Class 2 contains 8332 members 
Entering Unmasked Estep 
Score: -2322235.250000 Penalty: 3216.334229
	Iteration 37Q: 3 clusters Score -2322235 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11571 members 
Mstep: Class 2 contains 8288 members 
Entering Unmasked Estep 
Score: -2322241.000000 Penalty: 3216.334229
	Iteration 38Q: 3 clusters Score -2322241 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11629 members 
Mstep: Class 2 contains 8230 members 
Entering Unmasked Estep 
Score: -2322253.250000 Penalty: 3216.334229
	Iteration 39Q: 3 clusters Score -2322253 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11684 members 
Mstep: Class 2 contains 8175 members 
Entering Unmasked Estep 
Score: -2322265.000000 Penalty: 3216.334229
	Iteration 40F: 3 clusters Score -2322265 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11727 members 
Mstep: Class 2 contains 8132 members 
Entering Unmasked Estep 
Score: -2322270.750000 Penalty: 3216.334229
	Iteration 41Q: 3 clusters Score -2322271 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11768 members 
Mstep: Class 2 contains 8091 members 
Entering Unmasked Estep 
Score: -2322276.000000 Penalty: 3216.334229
	Iteration 42Q: 3 clusters Score -2322276 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11799 members 
Mstep: Class 2 contains 8060 members 
Entering Unmasked Estep 
Score: -2322275.000000 Penalty: 3216.334229
	Iteration 43Q: 3 clusters Score -2322275 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11836 members 
Mstep: Class 2 contains 8023 members 
Entering Unmasked Estep 
Score: -2322279.500000 Penalty: 3216.334229
	Iteration 44Q: 3 clusters Score -2322280 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11867 members 
Mstep: Class 2 contains 7992 members 
Entering Unmasked Estep 
Score: -2322285.500000 Penalty: 3216.334229
	Iteration 45Q: 3 clusters Score -2322286 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11905 members 
Mstep: Class 2 contains 7954 members 
Entering Unmasked Estep 
Score: -2322293.000000 Penalty: 3216.334229
	Iteration 46Q: 3 clusters Score -2322293 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11940 members 
Mstep: Class 2 contains 7919 members 
Entering Unmasked Estep 
Score: -2322294.750000 Penalty: 3216.334229
	Iteration 47Q: 3 clusters Score -2322295 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11971 members 
Mstep: Class 2 contains 7888 members 
Entering Unmasked Estep 
Score: -2322304.250000 Penalty: 3216.334229
	Iteration 48Q: 3 clusters Score -2322304 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12004 members 
Mstep: Class 2 contains 7855 members 
Entering Unmasked Estep 
Score: -2322303.500000 Penalty: 3216.334229
	Iteration 49Q: 3 clusters Score -2322304 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12030 members 
Mstep: Class 2 contains 7829 members 
Entering Unmasked Estep 
Score: -2322303.250000 Penalty: 3216.334229
	Iteration 50Q: 3 clusters Score -2322303 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12047 members 
Mstep: Class 2 contains 7812 members 
Entering Unmasked Estep 
Score: -2322296.500000 Penalty: 3216.334229
	Iteration 51Q: 3 clusters Score -2322296 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12065 members 
Mstep: Class 2 contains 7794 members 
Entering Unmasked Estep 
Score: -2322303.750000 Penalty: 3216.334229
	Iteration 52Q: 3 clusters Score -2322304 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12088 members 
Mstep: Class 2 contains 7771 members 
Entering Unmasked Estep 
Score: -2322305.250000 Penalty: 3216.334229
	Iteration 53Q: 3 clusters Score -2322305 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12109 members 
Mstep: Class 2 contains 7750 members 
Entering Unmasked Estep 
Score: -2322312.750000 Penalty: 3216.334229
	Iteration 54Q: 3 clusters Score -2322313 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12131 members 
Mstep: Class 2 contains 7728 members 
Entering Unmasked Estep 
Score: -2322311.500000 Penalty: 3216.334229
	Iteration 55Q: 3 clusters Score -2322312 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12150 members 
Mstep: Class 2 contains 7709 members 
Entering Unmasked Estep 
Score: -2322319.750000 Penalty: 3216.334229
	Iteration 56Q: 3 clusters Score -2322320 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12170 members 
Mstep: Class 2 contains 7689 members 
Entering Unmasked Estep 
Score: -2322316.250000 Penalty: 3216.334229
	Iteration 57Q: 3 clusters Score -2322316 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12189 members 
Mstep: Class 2 contains 7670 members 
Entering Unmasked Estep 
Score: -2322315.750000 Penalty: 3216.334229
	Iteration 58Q: 3 clusters Score -2322316 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12204 members 
Mstep: Class 2 contains 7655 members 
Entering Unmasked Estep 
Score: -2322317.500000 Penalty: 3216.334229
	Iteration 59Q: 3 clusters Score -2322318 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12213 members 
Mstep: Class 2 contains 7646 members 
Entering Unmasked Estep 
Score: -2322314.500000 Penalty: 3216.334229
	Iteration 60F: 3 clusters Score -2322314 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12224 members 
Mstep: Class 2 contains 7635 members 
Entering Unmasked Estep 
Score: -2322317.500000 Penalty: 3216.334229
	Iteration 61Q: 3 clusters Score -2322318 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12233 members 
Mstep: Class 2 contains 7626 members 
Entering Unmasked Estep 
Score: -2322315.250000 Penalty: 3216.334229
	Iteration 62Q: 3 clusters Score -2322315 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12241 members 
Mstep: Class 2 contains 7618 members 
Entering Unmasked Estep 
Score: -2322317.250000 Penalty: 3216.334229
	Iteration 63Q: 3 clusters Score -2322317 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12250 members 
Mstep: Class 2 contains 7609 members 
Entering Unmasked Estep 
Score: -2322317.500000 Penalty: 3216.334229
	Iteration 64Q: 3 clusters Score -2322318 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12255 members 
Mstep: Class 2 contains 7604 members 
Entering Unmasked Estep 
Score: -2322320.750000 Penalty: 3216.334229
	Iteration 65Q: 3 clusters Score -2322321 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12264 members 
Mstep: Class 2 contains 7595 members 
Entering Unmasked Estep 
Score: -2322323.250000 Penalty: 3216.334229
	Iteration 66Q: 3 clusters Score -2322323 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12276 members 
Mstep: Class 2 contains 7583 members 
Entering Unmasked Estep 
Score: -2322327.250000 Penalty: 3216.334229
	Iteration 67Q: 3 clusters Score -2322327 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12290 members 
Mstep: Class 2 contains 7569 members 
Entering Unmasked Estep 
Score: -2322325.750000 Penalty: 3216.334229
	Iteration 68Q: 3 clusters Score -2322326 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12306 members 
Mstep: Class 2 contains 7553 members 
Entering Unmasked Estep 
Score: -2322320.000000 Penalty: 3216.334229
	Iteration 69Q: 3 clusters Score -2322320 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12332 members 
Mstep: Class 2 contains 7527 members 
Entering Unmasked Estep 
Score: -2322328.250000 Penalty: 3216.334229
	Iteration 70Q: 3 clusters Score -2322328 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12378 members 
Mstep: Class 2 contains 7481 members 
Entering Unmasked Estep 
Score: -2322336.250000 Penalty: 3216.334229
	Iteration 71Q: 3 clusters Score -2322336 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12434 members 
Mstep: Class 2 contains 7425 members 
Entering Unmasked Estep 
Score: -2322344.000000 Penalty: 3216.334229
	Iteration 72Q: 3 clusters Score -2322344 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12487 members 
Mstep: Class 2 contains 7372 members 
Entering Unmasked Estep 
Score: -2322353.500000 Penalty: 3216.334229
	Iteration 73Q: 3 clusters Score -2322354 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12534 members 
Mstep: Class 2 contains 7325 members 
Entering Unmasked Estep 
Score: -2322364.000000 Penalty: 3216.334229
	Iteration 74Q: 3 clusters Score -2322364 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12586 members 
Mstep: Class 2 contains 7273 members 
Entering Unmasked Estep 
Score: -2322364.500000 Penalty: 3216.334229
	Iteration 75Q: 3 clusters Score -2322364 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12644 members 
Mstep: Class 2 contains 7215 members 
Entering Unmasked Estep 
Score: -2322375.000000 Penalty: 3216.334229
	Iteration 76Q: 3 clusters Score -2322375 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12711 members 
Mstep: Class 2 contains 7148 members 
Entering Unmasked Estep 
Score: -2322390.500000 Penalty: 3216.334229
	Iteration 77Q: 3 clusters Score -2322390 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12789 members 
Mstep: Class 2 contains 7070 members 
Entering Unmasked Estep 
Score: -2322404.500000 Penalty: 3216.334229
	Iteration 78Q: 3 clusters Score -2322404 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12874 members 
Mstep: Class 2 contains 6985 members 
Entering Unmasked Estep 
Score: -2322416.500000 Penalty: 3216.334229
	Iteration 79Q: 3 clusters Score -2322416 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12948 members 
Mstep: Class 2 contains 6911 members 
Entering Unmasked Estep 
Score: -2322429.750000 Penalty: 3216.334229
	Iteration 80F: 3 clusters Score -2322430 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13038 members 
Mstep: Class 2 contains 6821 members 
Entering Unmasked Estep 
Score: -2322453.250000 Penalty: 3216.334229
	Iteration 81Q: 3 clusters Score -2322453 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13136 members 
Mstep: Class 2 contains 6723 members 
Entering Unmasked Estep 
Score: -2322476.500000 Penalty: 3216.334229
	Iteration 82Q: 3 clusters Score -2322476 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13229 members 
Mstep: Class 2 contains 6630 members 
Entering Unmasked Estep 
Score: -2322495.500000 Penalty: 3216.334229
	Iteration 83Q: 3 clusters Score -2322496 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13324 members 
Mstep: Class 2 contains 6535 members 
Entering Unmasked Estep 
Score: -2322518.250000 Penalty: 3216.334229
	Iteration 84Q: 3 clusters Score -2322518 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13398 members 
Mstep: Class 2 contains 6461 members 
Entering Unmasked Estep 
Score: -2322519.000000 Penalty: 3216.334229
	Iteration 85Q: 3 clusters Score -2322519 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13475 members 
Mstep: Class 2 contains 6384 members 
Entering Unmasked Estep 
Score: -2322533.500000 Penalty: 3216.334229
	Iteration 86Q: 3 clusters Score -2322534 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13552 members 
Mstep: Class 2 contains 6307 members 
Entering Unmasked Estep 
Score: -2322546.250000 Penalty: 3216.334229
	Iteration 87Q: 3 clusters Score -2322546 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13629 members 
Mstep: Class 2 contains 6230 members 
Entering Unmasked Estep 
Score: -2322556.250000 Penalty: 3216.334229
	Iteration 88Q: 3 clusters Score -2322556 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13712 members 
Mstep: Class 2 contains 6147 members 
Entering Unmasked Estep 
Score: -2322579.500000 Penalty: 3216.334229
	Iteration 89Q: 3 clusters Score -2322580 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13803 members 
Mstep: Class 2 contains 6056 members 
Entering Unmasked Estep 
Score: -2322592.000000 Penalty: 3216.334229
	Iteration 90Q: 3 clusters Score -2322592 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13904 members 
Mstep: Class 2 contains 5955 members 
Entering Unmasked Estep 
Score: -2322619.250000 Penalty: 3216.334229
	Iteration 91Q: 3 clusters Score -2322619 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13988 members 
Mstep: Class 2 contains 5871 members 
Entering Unmasked Estep 
Score: -2322634.500000 Penalty: 3216.334229
	Iteration 92Q: 3 clusters Score -2322634 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14079 members 
Mstep: Class 2 contains 5780 members 
Entering Unmasked Estep 
Score: -2322648.250000 Penalty: 3216.334229
	Iteration 93Q: 3 clusters Score -2322648 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14194 members 
Mstep: Class 2 contains 5665 members 
Entering Unmasked Estep 
Score: -2322671.000000 Penalty: 3216.334229
	Iteration 94Q: 3 clusters Score -2322671 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14294 members 
Mstep: Class 2 contains 5565 members 
Entering Unmasked Estep 
Score: -2322688.250000 Penalty: 3216.334229
	Iteration 95Q: 3 clusters Score -2322688 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14412 members 
Mstep: Class 2 contains 5447 members 
Entering Unmasked Estep 
Score: -2322720.250000 Penalty: 3216.334229
	Iteration 96Q: 3 clusters Score -2322720 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14542 members 
Mstep: Class 2 contains 5317 members 
Entering Unmasked Estep 
Score: -2322762.500000 Penalty: 3216.334229
	Iteration 97Q: 3 clusters Score -2322762 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14678 members 
Mstep: Class 2 contains 5181 members 
Entering Unmasked Estep 
Score: -2322796.750000 Penalty: 3216.334229
	Iteration 98Q: 3 clusters Score -2322797 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14815 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -2322849.250000 Penalty: 3216.334229
	Iteration 99Q: 3 clusters Score -2322849 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14956 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -2322887.000000 Penalty: 3216.334229
	Iteration 100F: 3 clusters Score -2322887 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15094 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -2322929.750000 Penalty: 3216.334229
	Iteration 101Q: 3 clusters Score -2322930 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15236 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -2322957.500000 Penalty: 3216.334229
	Iteration 102Q: 3 clusters Score -2322958 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15385 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -2322998.000000 Penalty: 3216.334229
	Iteration 103Q: 3 clusters Score -2322998 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15534 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -2323034.250000 Penalty: 3216.334229
	Iteration 104Q: 3 clusters Score -2323034 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15675 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -2323074.000000 Penalty: 3216.334229
	Iteration 105Q: 3 clusters Score -2323074 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15825 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -2323113.250000 Penalty: 3216.334229
	Iteration 106Q: 3 clusters Score -2323113 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15988 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -2323176.250000 Penalty: 3216.334229
	Iteration 107Q: 3 clusters Score -2323176 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16156 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -2323226.250000 Penalty: 3216.334229
	Iteration 108Q: 3 clusters Score -2323226 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16304 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -2323271.750000 Penalty: 3216.334229
	Iteration 109Q: 3 clusters Score -2323272 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16452 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -2323308.000000 Penalty: 3216.334229
	Iteration 110Q: 3 clusters Score -2323308 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16592 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -2323359.750000 Penalty: 3216.334229
	Iteration 111Q: 3 clusters Score -2323360 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16714 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -2323394.250000 Penalty: 3216.334229
	Iteration 112Q: 3 clusters Score -2323394 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16840 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -2323433.000000 Penalty: 3216.334229
	Iteration 113Q: 3 clusters Score -2323433 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16951 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -2323467.250000 Penalty: 3216.334229
	Iteration 114Q: 3 clusters Score -2323467 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17063 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -2323498.500000 Penalty: 3216.334229
	Iteration 115Q: 3 clusters Score -2323498 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17162 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -2323528.250000 Penalty: 3216.334229
	Iteration 116Q: 3 clusters Score -2323528 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17266 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -2323565.500000 Penalty: 3216.334229
	Iteration 117Q: 3 clusters Score -2323566 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17384 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -2323615.750000 Penalty: 3216.334229
	Iteration 118Q: 3 clusters Score -2323616 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17502 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -2323649.250000 Penalty: 3216.334229
	Iteration 119Q: 3 clusters Score -2323649 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17608 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -2323695.500000 Penalty: 3216.334229
	Iteration 120F: 3 clusters Score -2323696 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17702 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -2323731.500000 Penalty: 3216.334229
	Iteration 121Q: 3 clusters Score -2323732 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17798 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -2323764.000000 Penalty: 3216.334229
	Iteration 122Q: 3 clusters Score -2323764 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17885 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -2323791.500000 Penalty: 3216.334229
	Iteration 123Q: 3 clusters Score -2323792 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17951 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -2323812.000000 Penalty: 3216.334229
	Iteration 124Q: 3 clusters Score -2323812 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18011 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -2323829.500000 Penalty: 3216.334229
	Iteration 125Q: 3 clusters Score -2323830 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18072 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -2323851.750000 Penalty: 3216.334229
	Iteration 126Q: 3 clusters Score -2323852 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18117 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -2323865.750000 Penalty: 3216.334229
	Iteration 127Q: 3 clusters Score -2323866 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18164 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -2323884.000000 Penalty: 3216.334229
	Iteration 128Q: 3 clusters Score -2323884 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18212 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -2323894.750000 Penalty: 3216.334229
	Iteration 129Q: 3 clusters Score -2323895 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18244 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -2323908.500000 Penalty: 3216.334229
	Iteration 130Q: 3 clusters Score -2323908 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18275 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -2323911.000000 Penalty: 3216.334229
	Iteration 131Q: 3 clusters Score -2323911 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18301 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -2323915.500000 Penalty: 3216.334229
	Iteration 132Q: 3 clusters Score -2323916 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18326 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -2323919.750000 Penalty: 3216.334229
	Iteration 133Q: 3 clusters Score -2323920 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18352 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -2323928.250000 Penalty: 3216.334229
	Iteration 134Q: 3 clusters Score -2323928 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18372 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -2323939.500000 Penalty: 3216.334229
	Iteration 135Q: 3 clusters Score -2323940 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18396 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -2323950.500000 Penalty: 3216.334229
	Iteration 136Q: 3 clusters Score -2323950 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18422 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -2323950.750000 Penalty: 3216.334229
	Iteration 137Q: 3 clusters Score -2323951 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18447 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -2323965.250000 Penalty: 3216.334229
	Iteration 138Q: 3 clusters Score -2323965 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18473 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -2323970.750000 Penalty: 3216.334229
	Iteration 139Q: 3 clusters Score -2323971 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18487 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -2323980.000000 Penalty: 3216.334229
	Iteration 140F: 3 clusters Score -2323980 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18497 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -2323985.000000 Penalty: 3216.334229
	Iteration 141Q: 3 clusters Score -2323985 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18504 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -2323988.000000 Penalty: 3216.334229
	Iteration 142Q: 3 clusters Score -2323988 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18511 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -2323989.750000 Penalty: 3216.334229
	Iteration 143Q: 3 clusters Score -2323990 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18526 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -2323994.750000 Penalty: 3216.334229
	Iteration 144Q: 3 clusters Score -2323995 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18532 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -2323998.000000 Penalty: 3216.334229
	Iteration 145Q: 3 clusters Score -2323998 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18542 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -2323998.250000 Penalty: 3216.334229
	Iteration 146Q: 3 clusters Score -2323998 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18547 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -2323999.750000 Penalty: 3216.334229
	Iteration 147Q: 3 clusters Score -2324000 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18551 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -2323999.250000 Penalty: 3216.334229
	Iteration 148Q: 3 clusters Score -2323999 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18556 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -2323999.250000 Penalty: 3216.334229
	Iteration 149Q: 3 clusters Score -2323999 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18561 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -2323999.750000 Penalty: 3216.334229
	Iteration 150Q: 3 clusters Score -2324000 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18565 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -2324003.000000 Penalty: 3216.334229
	Iteration 151Q: 3 clusters Score -2324003 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18568 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -2324009.500000 Penalty: 3216.334229
	Iteration 152Q: 3 clusters Score -2324010 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18574 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -2324009.500000 Penalty: 3216.334229
	Iteration 153Q: 3 clusters Score -2324010 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18578 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -2324012.000000 Penalty: 3216.334229
	Iteration 154Q: 3 clusters Score -2324012 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18583 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -2324017.250000 Penalty: 3216.334229
	Iteration 155Q: 3 clusters Score -2324017 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18587 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -2324015.500000 Penalty: 3216.334229
	Iteration 156Q: 3 clusters Score -2324016 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18590 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -2324016.250000 Penalty: 3216.334229
	Iteration 157Q: 3 clusters Score -2324016 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18594 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -2324016.250000 Penalty: 3216.334229
	Iteration 158Q: 3 clusters Score -2324016 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18599 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -2324013.750000 Penalty: 3216.334229
	Iteration 159Q: 3 clusters Score -2324014 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18602 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -2324014.000000 Penalty: 3216.334229
	Iteration 160F: 3 clusters Score -2324014 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18605 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -2324013.500000 Penalty: 3216.334229
	Iteration 161Q: 3 clusters Score -2324014 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18608 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -2324015.000000 Penalty: 3216.334229
	Iteration 162Q: 3 clusters Score -2324015 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18608 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -2324013.000000 Penalty: 3216.334229
	Iteration 163Q: 3 clusters Score -2324013 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18609 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -2324013.750000 Penalty: 3216.334229
	Iteration 164Q: 3 clusters Score -2324014 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18609 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -2324017.500000 Penalty: 3216.334229
	Iteration 165Q: 3 clusters Score -2324018 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18607 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -2324018.500000 Penalty: 3216.334229
	Iteration 166Q: 3 clusters Score -2324018 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18607 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -2324018.500000 Penalty: 3216.334229
	Iteration 167F: 3 clusters Score -2324018 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (35635 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35635 members 
Entering Unmasked Estep 
Score: -4498038.000000 Penalty: 1703.176147
	Iteration 0F: 2 clusters Score -4498038 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17760 members 
Mstep: Class 2 contains 17875 members 
Entering Unmasked Estep 
Score: -4474052.000000 Penalty: 3406.352295
	Iteration 0F: 3 clusters Score -4474052 nChanged 16606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16776 members 
Mstep: Class 2 contains 18859 members 
Entering Unmasked Estep 
Score: -4483454.500000 Penalty: 3406.352295
	Iteration 1F: 3 clusters Score -4483454 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16159 members 
Mstep: Class 2 contains 19476 members 
Entering Unmasked Estep 
Score: -4484247.500000 Penalty: 3406.352295
	Iteration 2Q: 3 clusters Score -4484248 nChanged 1875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15354 members 
Mstep: Class 2 contains 20281 members 
Entering Unmasked Estep 
Score: -4485192.500000 Penalty: 3406.352295
	Iteration 3F: 3 clusters Score -4485192 nChanged 2068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14284 members 
Mstep: Class 2 contains 21351 members 
Entering Unmasked Estep 
Score: -4486387.500000 Penalty: 3406.352295
	Iteration 4F: 3 clusters Score -4486388 nChanged 2273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12965 members 
Mstep: Class 2 contains 22670 members 
Entering Unmasked Estep 
Score: -4487850.500000 Penalty: 3406.352295
	Iteration 5F: 3 clusters Score -4487850 nChanged 2376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11389 members 
Mstep: Class 2 contains 24246 members 
Entering Unmasked Estep 
Score: -4489622.000000 Penalty: 3406.352295
	Iteration 6F: 3 clusters Score -4489622 nChanged 2223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9854 members 
Mstep: Class 2 contains 25781 members 
Entering Unmasked Estep 
Score: -4491563.500000 Penalty: 3406.352295
	Iteration 7F: 3 clusters Score -4491564 nChanged 1875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8615 members 
Mstep: Class 2 contains 27020 members 
Entering Unmasked Estep 
Score: -4493259.000000 Penalty: 3406.352295
	Iteration 8F: 3 clusters Score -4493259 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7790 members 
Mstep: Class 2 contains 27845 members 
Entering Unmasked Estep 
Score: -4494292.000000 Penalty: 3406.352295
	Iteration 9Q: 3 clusters Score -4494292 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7221 members 
Mstep: Class 2 contains 28414 members 
Entering Unmasked Estep 
Score: -4494924.000000 Penalty: 3406.352295
	Iteration 10Q: 3 clusters Score -4494924 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6749 members 
Mstep: Class 2 contains 28886 members 
Entering Unmasked Estep 
Score: -4495266.000000 Penalty: 3406.352295
	Iteration 11Q: 3 clusters Score -4495266 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6389 members 
Mstep: Class 2 contains 29246 members 
Entering Unmasked Estep 
Score: -4495467.000000 Penalty: 3406.352295
	Iteration 12Q: 3 clusters Score -4495467 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6067 members 
Mstep: Class 2 contains 29568 members 
Entering Unmasked Estep 
Score: -4495624.500000 Penalty: 3406.352295
	Iteration 13Q: 3 clusters Score -4495624 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5788 members 
Mstep: Class 2 contains 29847 members 
Entering Unmasked Estep 
Score: -4495740.000000 Penalty: 3406.352295
	Iteration 14Q: 3 clusters Score -4495740 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5527 members 
Mstep: Class 2 contains 30108 members 
Entering Unmasked Estep 
Score: -4495850.500000 Penalty: 3406.352295
	Iteration 15Q: 3 clusters Score -4495850 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5261 members 
Mstep: Class 2 contains 30374 members 
Entering Unmasked Estep 
Score: -4495953.000000 Penalty: 3406.352295
	Iteration 16Q: 3 clusters Score -4495953 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 30612 members 
Entering Unmasked Estep 
Score: -4496040.000000 Penalty: 3406.352295
	Iteration 17Q: 3 clusters Score -4496040 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 30837 members 
Entering Unmasked Estep 
Score: -4496119.500000 Penalty: 3406.352295
	Iteration 18Q: 3 clusters Score -4496120 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 31076 members 
Entering Unmasked Estep 
Score: -4496232.000000 Penalty: 3406.352295
	Iteration 19Q: 3 clusters Score -4496232 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 31294 members 
Entering Unmasked Estep 
Score: -4496291.500000 Penalty: 3406.352295
	Iteration 20F: 3 clusters Score -4496292 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 31484 members 
Entering Unmasked Estep 
Score: -4496368.500000 Penalty: 3406.352295
	Iteration 21Q: 3 clusters Score -4496368 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 31662 members 
Entering Unmasked Estep 
Score: -4496408.500000 Penalty: 3406.352295
	Iteration 22Q: 3 clusters Score -4496408 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 31827 members 
Entering Unmasked Estep 
Score: -4496444.000000 Penalty: 3406.352295
	Iteration 23Q: 3 clusters Score -4496444 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 31979 members 
Entering Unmasked Estep 
Score: -4496477.500000 Penalty: 3406.352295
	Iteration 24Q: 3 clusters Score -4496478 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 32115 members 
Entering Unmasked Estep 
Score: -4496527.500000 Penalty: 3406.352295
	Iteration 25Q: 3 clusters Score -4496528 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 32246 members 
Entering Unmasked Estep 
Score: -4496564.500000 Penalty: 3406.352295
	Iteration 26Q: 3 clusters Score -4496564 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 32363 members 
Entering Unmasked Estep 
Score: -4496585.500000 Penalty: 3406.352295
	Iteration 27Q: 3 clusters Score -4496586 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 32481 members 
Entering Unmasked Estep 
Score: -4496615.500000 Penalty: 3406.352295
	Iteration 28Q: 3 clusters Score -4496616 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 32584 members 
Entering Unmasked Estep 
Score: -4496628.000000 Penalty: 3406.352295
	Iteration 29Q: 3 clusters Score -4496628 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 32670 members 
Entering Unmasked Estep 
Score: -4496659.000000 Penalty: 3406.352295
	Iteration 30Q: 3 clusters Score -4496659 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 32752 members 
Entering Unmasked Estep 
Score: -4496673.500000 Penalty: 3406.352295
	Iteration 31Q: 3 clusters Score -4496674 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 32835 members 
Entering Unmasked Estep 
Score: -4496699.000000 Penalty: 3406.352295
	Iteration 32Q: 3 clusters Score -4496699 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 32925 members 
Entering Unmasked Estep 
Score: -4496716.000000 Penalty: 3406.352295
	Iteration 33Q: 3 clusters Score -4496716 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 33005 members 
Entering Unmasked Estep 
Score: -4496728.500000 Penalty: 3406.352295
	Iteration 34Q: 3 clusters Score -4496728 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 33076 members 
Entering Unmasked Estep 
Score: -4496735.500000 Penalty: 3406.352295
	Iteration 35Q: 3 clusters Score -4496736 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 33138 members 
Entering Unmasked Estep 
Score: -4496746.000000 Penalty: 3406.352295
	Iteration 36Q: 3 clusters Score -4496746 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 33198 members 
Entering Unmasked Estep 
Score: -4496748.000000 Penalty: 3406.352295
	Iteration 37Q: 3 clusters Score -4496748 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 33246 members 
Entering Unmasked Estep 
Score: -4496754.000000 Penalty: 3406.352295
	Iteration 38Q: 3 clusters Score -4496754 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 33297 members 
Entering Unmasked Estep 
Score: -4496758.500000 Penalty: 3406.352295
	Iteration 39Q: 3 clusters Score -4496758 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 33337 members 
Entering Unmasked Estep 
Score: -4496775.500000 Penalty: 3406.352295
	Iteration 40F: 3 clusters Score -4496776 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 33377 members 
Entering Unmasked Estep 
Score: -4496782.000000 Penalty: 3406.352295
	Iteration 41Q: 3 clusters Score -4496782 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 33412 members 
Entering Unmasked Estep 
Score: -4496793.500000 Penalty: 3406.352295
	Iteration 42Q: 3 clusters Score -4496794 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 33442 members 
Entering Unmasked Estep 
Score: -4496793.000000 Penalty: 3406.352295
	Iteration 43Q: 3 clusters Score -4496793 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 33465 members 
Entering Unmasked Estep 
Score: -4496797.500000 Penalty: 3406.352295
	Iteration 44Q: 3 clusters Score -4496798 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 33488 members 
Entering Unmasked Estep 
Score: -4496797.000000 Penalty: 3406.352295
	Iteration 45Q: 3 clusters Score -4496797 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 33506 members 
Entering Unmasked Estep 
Score: -4496801.500000 Penalty: 3406.352295
	Iteration 46Q: 3 clusters Score -4496802 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 33530 members 
Entering Unmasked Estep 
Score: -4496803.500000 Penalty: 3406.352295
	Iteration 47Q: 3 clusters Score -4496804 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 33559 members 
Entering Unmasked Estep 
Score: -4496802.500000 Penalty: 3406.352295
	Iteration 48Q: 3 clusters Score -4496802 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 33587 members 
Entering Unmasked Estep 
Score: -4496813.000000 Penalty: 3406.352295
	Iteration 49Q: 3 clusters Score -4496813 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 33615 members 
Entering Unmasked Estep 
Score: -4496806.500000 Penalty: 3406.352295
	Iteration 50Q: 3 clusters Score -4496806 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 33647 members 
Entering Unmasked Estep 
Score: -4496811.500000 Penalty: 3406.352295
	Iteration 51Q: 3 clusters Score -4496812 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 33675 members 
Entering Unmasked Estep 
Score: -4496821.500000 Penalty: 3406.352295
	Iteration 52Q: 3 clusters Score -4496822 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 33706 members 
Entering Unmasked Estep 
Score: -4496828.500000 Penalty: 3406.352295
	Iteration 53Q: 3 clusters Score -4496828 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 33737 members 
Entering Unmasked Estep 
Score: -4496845.500000 Penalty: 3406.352295
	Iteration 54Q: 3 clusters Score -4496846 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 33764 members 
Entering Unmasked Estep 
Score: -4496847.500000 Penalty: 3406.352295
	Iteration 55Q: 3 clusters Score -4496848 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 33796 members 
Entering Unmasked Estep 
Score: -4496854.000000 Penalty: 3406.352295
	Iteration 56Q: 3 clusters Score -4496854 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 33832 members 
Entering Unmasked Estep 
Score: -4496860.000000 Penalty: 3406.352295
	Iteration 57Q: 3 clusters Score -4496860 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 33864 members 
Entering Unmasked Estep 
Score: -4496867.000000 Penalty: 3406.352295
	Iteration 58Q: 3 clusters Score -4496867 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 33895 members 
Entering Unmasked Estep 
Score: -4496880.500000 Penalty: 3406.352295
	Iteration 59Q: 3 clusters Score -4496880 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 33918 members 
Entering Unmasked Estep 
Score: -4496894.000000 Penalty: 3406.352295
	Iteration 60F: 3 clusters Score -4496894 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 33943 members 
Entering Unmasked Estep 
Score: -4496897.500000 Penalty: 3406.352295
	Iteration 61Q: 3 clusters Score -4496898 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 33957 members 
Entering Unmasked Estep 
Score: -4496897.000000 Penalty: 3406.352295
	Iteration 62Q: 3 clusters Score -4496897 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 33960 members 
Entering Unmasked Estep 
Score: -4496900.000000 Penalty: 3406.352295
	Iteration 63Q: 3 clusters Score -4496900 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 33962 members 
Entering Unmasked Estep 
Score: -4496900.000000 Penalty: 3406.352295
	Iteration 64Q: 3 clusters Score -4496900 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 33964 members 
Entering Unmasked Estep 
Score: -4496902.000000 Penalty: 3406.352295
	Iteration 65Q: 3 clusters Score -4496902 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 33967 members 
Entering Unmasked Estep 
Score: -4496904.000000 Penalty: 3406.352295
	Iteration 66Q: 3 clusters Score -4496904 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 33971 members 
Entering Unmasked Estep 
Score: -4496908.000000 Penalty: 3406.352295
	Iteration 67Q: 3 clusters Score -4496908 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 33974 members 
Entering Unmasked Estep 
Score: -4496905.000000 Penalty: 3406.352295
	Iteration 68Q: 3 clusters Score -4496905 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 33975 members 
Entering Unmasked Estep 
Score: -4496909.000000 Penalty: 3406.352295
	Iteration 69Q: 3 clusters Score -4496909 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 33976 members 
Entering Unmasked Estep 
Score: -4496910.500000 Penalty: 3406.352295
	Iteration 70Q: 3 clusters Score -4496910 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 33977 members 
Entering Unmasked Estep 
Score: -4496911.500000 Penalty: 3406.352295
	Iteration 71Q: 3 clusters Score -4496912 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 33977 members 
Entering Unmasked Estep 
Score: -4496911.500000 Penalty: 3406.352295
	Iteration 72F: 3 clusters Score -4496912 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (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: -413757.625000 Penalty: 1318.723511
	Iteration 0F: 2 clusters Score -413757.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -410835.312500 Penalty: 2637.447021
	Iteration 0F: 3 clusters Score -410835.3 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -411618.750000 Penalty: 2637.447021
	Iteration 1F: 3 clusters Score -411618.8 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -411781.062500 Penalty: 2637.447021
	Iteration 2F: 3 clusters Score -411781.1 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -411893.781250 Penalty: 2637.447021
	Iteration 3Q: 3 clusters Score -411893.8 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -411995.218750 Penalty: 2637.447021
	Iteration 4Q: 3 clusters Score -411995.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -412080.281250 Penalty: 2637.447021
	Iteration 5Q: 3 clusters Score -412080.3 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -412147.281250 Penalty: 2637.447021
	Iteration 6Q: 3 clusters Score -412147.3 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -412199.781250 Penalty: 2637.447021
	Iteration 7Q: 3 clusters Score -412199.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -412241.437500 Penalty: 2637.447021
	Iteration 8Q: 3 clusters Score -412241.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -412280.406250 Penalty: 2637.447021
	Iteration 9Q: 3 clusters Score -412280.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -412316.437500 Penalty: 2637.447021
	Iteration 10Q: 3 clusters Score -412316.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -412343.343750 Penalty: 2637.447021
	Iteration 11Q: 3 clusters Score -412343.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -412371.906250 Penalty: 2637.447021
	Iteration 12Q: 3 clusters Score -412371.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -412402.281250 Penalty: 2637.447021
	Iteration 13Q: 3 clusters Score -412402.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -412427.812500 Penalty: 2637.447021
	Iteration 14Q: 3 clusters Score -412427.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -412461.218750 Penalty: 2637.447021
	Iteration 15Q: 3 clusters Score -412461.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -412489.312500 Penalty: 2637.447021
	Iteration 16Q: 3 clusters Score -412489.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -412513.250000 Penalty: 2637.447021
	Iteration 17Q: 3 clusters Score -412513.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -412541.656250 Penalty: 2637.447021
	Iteration 18Q: 3 clusters Score -412541.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -412566.562500 Penalty: 2637.447021
	Iteration 19Q: 3 clusters Score -412566.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -412590.562500 Penalty: 2637.447021
	Iteration 20F: 3 clusters Score -412590.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -412616.562500 Penalty: 2637.447021
	Iteration 21Q: 3 clusters Score -412616.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -412647.062500 Penalty: 2637.447021
	Iteration 22Q: 3 clusters Score -412647.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -412670.468750 Penalty: 2637.447021
	Iteration 23Q: 3 clusters Score -412670.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -412689.343750 Penalty: 2637.447021
	Iteration 24Q: 3 clusters Score -412689.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -412712.812500 Penalty: 2637.447021
	Iteration 25Q: 3 clusters Score -412712.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -412742.031250 Penalty: 2637.447021
	Iteration 26Q: 3 clusters Score -412742 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -412762.875000 Penalty: 2637.447021
	Iteration 27Q: 3 clusters Score -412762.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -412784.500000 Penalty: 2637.447021
	Iteration 28Q: 3 clusters Score -412784.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -412814.312500 Penalty: 2637.447021
	Iteration 29Q: 3 clusters Score -412814.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -412840.031250 Penalty: 2637.447021
	Iteration 30Q: 3 clusters Score -412840 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -412851.937500 Penalty: 2637.447021
	Iteration 31Q: 3 clusters Score -412851.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -412858.375000 Penalty: 2637.447021
	Iteration 32Q: 3 clusters Score -412858.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -412862.687500 Penalty: 2637.447021
	Iteration 33Q: 3 clusters Score -412862.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -412865.906250 Penalty: 2637.447021
	Iteration 34Q: 3 clusters Score -412865.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -412868.906250 Penalty: 2637.447021
	Iteration 35Q: 3 clusters Score -412868.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -412870.750000 Penalty: 2637.447021
	Iteration 36Q: 3 clusters Score -412870.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -412872.812500 Penalty: 2637.447021
	Iteration 37Q: 3 clusters Score -412872.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -412874.750000 Penalty: 2637.447021
	Iteration 38Q: 3 clusters Score -412874.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -412877.375000 Penalty: 2637.447021
	Iteration 39Q: 3 clusters Score -412877.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -412880.937500 Penalty: 2637.447021
	Iteration 40F: 3 clusters Score -412880.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -412880.937500 Penalty: 2637.447021
	Iteration 41Q: 3 clusters Score -412880.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -412880.937500 Penalty: 2637.447021
	Iteration 42F: 3 clusters Score -412880.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (6319 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6319 members 
Entering Unmasked Estep 
Score: -786186.937500 Penalty: 1422.088867
	Iteration 0F: 2 clusters Score -786186.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -781390.312500 Penalty: 2844.177734
	Iteration 0F: 3 clusters Score -781390.3 nChanged 2636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -783020.812500 Penalty: 2844.177734
	Iteration 1F: 3 clusters Score -783020.8 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -783475.062500 Penalty: 2844.177734
	Iteration 2F: 3 clusters Score -783475.1 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -783928.312500 Penalty: 2844.177734
	Iteration 3F: 3 clusters Score -783928.3 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -784329.375000 Penalty: 2844.177734
	Iteration 4F: 3 clusters Score -784329.4 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -784717.375000 Penalty: 2844.177734
	Iteration 5F: 3 clusters Score -784717.4 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -785028.937500 Penalty: 2844.177734
	Iteration 6F: 3 clusters Score -785028.9 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -785310.937500 Penalty: 2844.177734
	Iteration 7Q: 3 clusters Score -785310.9 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -785549.500000 Penalty: 2844.177734
	Iteration 8Q: 3 clusters Score -785549.5 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -785735.437500 Penalty: 2844.177734
	Iteration 9Q: 3 clusters Score -785735.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -785900.562500 Penalty: 2844.177734
	Iteration 10Q: 3 clusters Score -785900.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -786007.437500 Penalty: 2844.177734
	Iteration 11Q: 3 clusters Score -786007.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -786042.250000 Penalty: 2844.177734
	Iteration 12Q: 3 clusters Score -786042.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -786060.062500 Penalty: 2844.177734
	Iteration 13Q: 3 clusters Score -786060.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -786073.187500 Penalty: 2844.177734
	Iteration 14Q: 3 clusters Score -786073.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -786084.625000 Penalty: 2844.177734
	Iteration 15Q: 3 clusters Score -786084.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -786096.250000 Penalty: 2844.177734
	Iteration 16Q: 3 clusters Score -786096.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -786103.562500 Penalty: 2844.177734
	Iteration 17Q: 3 clusters Score -786103.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -786110.187500 Penalty: 2844.177734
	Iteration 18Q: 3 clusters Score -786110.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -786116.125000 Penalty: 2844.177734
	Iteration 19Q: 3 clusters Score -786116.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -786122.625000 Penalty: 2844.177734
	Iteration 20F: 3 clusters Score -786122.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -786132.625000 Penalty: 2844.177734
	Iteration 21Q: 3 clusters Score -786132.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -786140.750000 Penalty: 2844.177734
	Iteration 22Q: 3 clusters Score -786140.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -786144.000000 Penalty: 2844.177734
	Iteration 23Q: 3 clusters Score -786144 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -786148.187500 Penalty: 2844.177734
	Iteration 24Q: 3 clusters Score -786148.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -786150.000000 Penalty: 2844.177734
	Iteration 25Q: 3 clusters Score -786150 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -786152.000000 Penalty: 2844.177734
	Iteration 26Q: 3 clusters Score -786152 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -786153.250000 Penalty: 2844.177734
	Iteration 27Q: 3 clusters Score -786153.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -786150.875000 Penalty: 2844.177734
	Iteration 28Q: 3 clusters Score -786150.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -786152.875000 Penalty: 2844.177734
	Iteration 29Q: 3 clusters Score -786152.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -786153.250000 Penalty: 2844.177734
	Iteration 30Q: 3 clusters Score -786153.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -786153.875000 Penalty: 2844.177734
	Iteration 31Q: 3 clusters Score -786153.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -786153.000000 Penalty: 2844.177734
	Iteration 32Q: 3 clusters Score -786153 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -786153.000000 Penalty: 2844.177734
	Iteration 33F: 3 clusters Score -786153 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (11256 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11256 members 
Entering Unmasked Estep 
Score: -1434337.500000 Penalty: 1515.906616
	Iteration 0F: 2 clusters Score -1434338 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5627 members 
Mstep: Class 2 contains 5629 members 
Entering Unmasked Estep 
Score: -1426428.625000 Penalty: 3031.813232
	Iteration 0F: 3 clusters Score -1426429 nChanged 4909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 5810 members 
Entering Unmasked Estep 
Score: -1429165.750000 Penalty: 3031.813232
	Iteration 1F: 3 clusters Score -1429166 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 5916 members 
Entering Unmasked Estep 
Score: -1429477.625000 Penalty: 3031.813232
	Iteration 2F: 3 clusters Score -1429478 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 6074 members 
Entering Unmasked Estep 
Score: -1429758.375000 Penalty: 3031.813232
	Iteration 3F: 3 clusters Score -1429758 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 6290 members 
Entering Unmasked Estep 
Score: -1430051.250000 Penalty: 3031.813232
	Iteration 4F: 3 clusters Score -1430051 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 6526 members 
Entering Unmasked Estep 
Score: -1430336.000000 Penalty: 3031.813232
	Iteration 5F: 3 clusters Score -1430336 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 6806 members 
Entering Unmasked Estep 
Score: -1430616.250000 Penalty: 3031.813232
	Iteration 6Q: 3 clusters Score -1430616 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 7093 members 
Entering Unmasked Estep 
Score: -1430911.250000 Penalty: 3031.813232
	Iteration 7Q: 3 clusters Score -1430911 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 7338 members 
Entering Unmasked Estep 
Score: -1431145.750000 Penalty: 3031.813232
	Iteration 8Q: 3 clusters Score -1431146 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 7560 members 
Entering Unmasked Estep 
Score: -1431353.375000 Penalty: 3031.813232
	Iteration 9Q: 3 clusters Score -1431353 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 7795 members 
Entering Unmasked Estep 
Score: -1431557.875000 Penalty: 3031.813232
	Iteration 10Q: 3 clusters Score -1431558 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 8001 members 
Entering Unmasked Estep 
Score: -1431744.125000 Penalty: 3031.813232
	Iteration 11Q: 3 clusters Score -1431744 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 8183 members 
Entering Unmasked Estep 
Score: -1431887.500000 Penalty: 3031.813232
	Iteration 12Q: 3 clusters Score -1431888 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 8332 members 
Entering Unmasked Estep 
Score: -1431991.125000 Penalty: 3031.813232
	Iteration 13Q: 3 clusters Score -1431991 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 8460 members 
Entering Unmasked Estep 
Score: -1432070.625000 Penalty: 3031.813232
	Iteration 14Q: 3 clusters Score -1432071 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 8594 members 
Entering Unmasked Estep 
Score: -1432133.000000 Penalty: 3031.813232
	Iteration 15Q: 3 clusters Score -1432133 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 8717 members 
Entering Unmasked Estep 
Score: -1432188.875000 Penalty: 3031.813232
	Iteration 16Q: 3 clusters Score -1432189 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 8822 members 
Entering Unmasked Estep 
Score: -1432232.875000 Penalty: 3031.813232
	Iteration 17Q: 3 clusters Score -1432233 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 8934 members 
Entering Unmasked Estep 
Score: -1432273.750000 Penalty: 3031.813232
	Iteration 18Q: 3 clusters Score -1432274 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 9037 members 
Entering Unmasked Estep 
Score: -1432317.000000 Penalty: 3031.813232
	Iteration 19Q: 3 clusters Score -1432317 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 9140 members 
Entering Unmasked Estep 
Score: -1432354.625000 Penalty: 3031.813232
	Iteration 20F: 3 clusters Score -1432355 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 9242 members 
Entering Unmasked Estep 
Score: -1432402.625000 Penalty: 3031.813232
	Iteration 21Q: 3 clusters Score -1432403 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 9353 members 
Entering Unmasked Estep 
Score: -1432447.625000 Penalty: 3031.813232
	Iteration 22Q: 3 clusters Score -1432448 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 9448 members 
Entering Unmasked Estep 
Score: -1432484.500000 Penalty: 3031.813232
	Iteration 23Q: 3 clusters Score -1432484 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 9531 members 
Entering Unmasked Estep 
Score: -1432517.375000 Penalty: 3031.813232
	Iteration 24Q: 3 clusters Score -1432517 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 9615 members 
Entering Unmasked Estep 
Score: -1432545.625000 Penalty: 3031.813232
	Iteration 25Q: 3 clusters Score -1432546 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 9691 members 
Entering Unmasked Estep 
Score: -1432580.250000 Penalty: 3031.813232
	Iteration 26Q: 3 clusters Score -1432580 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 9763 members 
Entering Unmasked Estep 
Score: -1432611.000000 Penalty: 3031.813232
	Iteration 27Q: 3 clusters Score -1432611 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 9835 members 
Entering Unmasked Estep 
Score: -1432639.375000 Penalty: 3031.813232
	Iteration 28Q: 3 clusters Score -1432639 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 9913 members 
Entering Unmasked Estep 
Score: -1432674.000000 Penalty: 3031.813232
	Iteration 29Q: 3 clusters Score -1432674 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 9970 members 
Entering Unmasked Estep 
Score: -1432695.250000 Penalty: 3031.813232
	Iteration 30Q: 3 clusters Score -1432695 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 10015 members 
Entering Unmasked Estep 
Score: -1432713.875000 Penalty: 3031.813232
	Iteration 31Q: 3 clusters Score -1432714 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 10059 members 
Entering Unmasked Estep 
Score: -1432740.500000 Penalty: 3031.813232
	Iteration 32Q: 3 clusters Score -1432740 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 10105 members 
Entering Unmasked Estep 
Score: -1432756.000000 Penalty: 3031.813232
	Iteration 33Q: 3 clusters Score -1432756 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 10139 members 
Entering Unmasked Estep 
Score: -1432766.000000 Penalty: 3031.813232
	Iteration 34Q: 3 clusters Score -1432766 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 10164 members 
Entering Unmasked Estep 
Score: -1432775.250000 Penalty: 3031.813232
	Iteration 35Q: 3 clusters Score -1432775 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 10189 members 
Entering Unmasked Estep 
Score: -1432789.000000 Penalty: 3031.813232
	Iteration 36Q: 3 clusters Score -1432789 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 10213 members 
Entering Unmasked Estep 
Score: -1432798.125000 Penalty: 3031.813232
	Iteration 37Q: 3 clusters Score -1432798 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 10235 members 
Entering Unmasked Estep 
Score: -1432807.750000 Penalty: 3031.813232
	Iteration 38Q: 3 clusters Score -1432808 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 10260 members 
Entering Unmasked Estep 
Score: -1432820.000000 Penalty: 3031.813232
	Iteration 39Q: 3 clusters Score -1432820 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 10285 members 
Entering Unmasked Estep 
Score: -1432824.875000 Penalty: 3031.813232
	Iteration 40F: 3 clusters Score -1432825 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 10305 members 
Entering Unmasked Estep 
Score: -1432835.250000 Penalty: 3031.813232
	Iteration 41Q: 3 clusters Score -1432835 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 10319 members 
Entering Unmasked Estep 
Score: -1432839.250000 Penalty: 3031.813232
	Iteration 42Q: 3 clusters Score -1432839 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 10329 members 
Entering Unmasked Estep 
Score: -1432844.375000 Penalty: 3031.813232
	Iteration 43Q: 3 clusters Score -1432844 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 10342 members 
Entering Unmasked Estep 
Score: -1432849.875000 Penalty: 3031.813232
	Iteration 44Q: 3 clusters Score -1432850 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 10353 members 
Entering Unmasked Estep 
Score: -1432856.625000 Penalty: 3031.813232
	Iteration 45Q: 3 clusters Score -1432857 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 10367 members 
Entering Unmasked Estep 
Score: -1432864.250000 Penalty: 3031.813232
	Iteration 46Q: 3 clusters Score -1432864 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 10390 members 
Entering Unmasked Estep 
Score: -1432872.500000 Penalty: 3031.813232
	Iteration 47Q: 3 clusters Score -1432872 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 10409 members 
Entering Unmasked Estep 
Score: -1432882.750000 Penalty: 3031.813232
	Iteration 48Q: 3 clusters Score -1432883 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 10432 members 
Entering Unmasked Estep 
Score: -1432889.750000 Penalty: 3031.813232
	Iteration 49Q: 3 clusters Score -1432890 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 10446 members 
Entering Unmasked Estep 
Score: -1432897.625000 Penalty: 3031.813232
	Iteration 50Q: 3 clusters Score -1432898 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 10464 members 
Entering Unmasked Estep 
Score: -1432906.000000 Penalty: 3031.813232
	Iteration 51Q: 3 clusters Score -1432906 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 10476 members 
Entering Unmasked Estep 
Score: -1432909.000000 Penalty: 3031.813232
	Iteration 52Q: 3 clusters Score -1432909 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 10493 members 
Entering Unmasked Estep 
Score: -1432924.625000 Penalty: 3031.813232
	Iteration 53Q: 3 clusters Score -1432925 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 10507 members 
Entering Unmasked Estep 
Score: -1432924.500000 Penalty: 3031.813232
	Iteration 54Q: 3 clusters Score -1432924 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 10517 members 
Entering Unmasked Estep 
Score: -1432926.750000 Penalty: 3031.813232
	Iteration 55Q: 3 clusters Score -1432927 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 10523 members 
Entering Unmasked Estep 
Score: -1432935.375000 Penalty: 3031.813232
	Iteration 56Q: 3 clusters Score -1432935 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 10532 members 
Entering Unmasked Estep 
Score: -1432938.750000 Penalty: 3031.813232
	Iteration 57Q: 3 clusters Score -1432939 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 10539 members 
Entering Unmasked Estep 
Score: -1432940.000000 Penalty: 3031.813232
	Iteration 58Q: 3 clusters Score -1432940 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 10545 members 
Entering Unmasked Estep 
Score: -1432941.000000 Penalty: 3031.813232
	Iteration 59Q: 3 clusters Score -1432941 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 10551 members 
Entering Unmasked Estep 
Score: -1432945.625000 Penalty: 3031.813232
	Iteration 60F: 3 clusters Score -1432946 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 10559 members 
Entering Unmasked Estep 
Score: -1432946.125000 Penalty: 3031.813232
	Iteration 61Q: 3 clusters Score -1432946 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 10565 members 
Entering Unmasked Estep 
Score: -1432948.375000 Penalty: 3031.813232
	Iteration 62Q: 3 clusters Score -1432948 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 10570 members 
Entering Unmasked Estep 
Score: -1432953.250000 Penalty: 3031.813232
	Iteration 63Q: 3 clusters Score -1432953 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 10572 members 
Entering Unmasked Estep 
Score: -1432954.750000 Penalty: 3031.813232
	Iteration 64Q: 3 clusters Score -1432955 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 10576 members 
Entering Unmasked Estep 
Score: -1432953.875000 Penalty: 3031.813232
	Iteration 65Q: 3 clusters Score -1432954 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 10582 members 
Entering Unmasked Estep 
Score: -1432956.250000 Penalty: 3031.813232
	Iteration 66Q: 3 clusters Score -1432956 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 10589 members 
Entering Unmasked Estep 
Score: -1432958.000000 Penalty: 3031.813232
	Iteration 67Q: 3 clusters Score -1432958 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 10593 members 
Entering Unmasked Estep 
Score: -1432958.250000 Penalty: 3031.813232
	Iteration 68Q: 3 clusters Score -1432958 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 10594 members 
Entering Unmasked Estep 
Score: -1432960.000000 Penalty: 3031.813232
	Iteration 69Q: 3 clusters Score -1432960 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 10595 members 
Entering Unmasked Estep 
Score: -1432960.375000 Penalty: 3031.813232
	Iteration 70Q: 3 clusters Score -1432960 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 10595 members 
Entering Unmasked Estep 
Score: -1432960.375000 Penalty: 3031.813232
	Iteration 71F: 3 clusters Score -1432960 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (17779 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17779 members 
Entering Unmasked Estep 
Score: -2239327.000000 Penalty: 1590.188110
	Iteration 0F: 2 clusters Score -2239327 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8912 members 
Mstep: Class 2 contains 8867 members 
Entering Unmasked Estep 
Score: -2227088.750000 Penalty: 3180.376221
	Iteration 0F: 3 clusters Score -2227089 nChanged 8040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9244 members 
Mstep: Class 2 contains 8535 members 
Entering Unmasked Estep 
Score: -2231794.000000 Penalty: 3180.376221
	Iteration 1F: 3 clusters Score -2231794 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9579 members 
Mstep: Class 2 contains 8200 members 
Entering Unmasked Estep 
Score: -2232307.000000 Penalty: 3180.376221
	Iteration 2F: 3 clusters Score -2232307 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10018 members 
Mstep: Class 2 contains 7761 members 
Entering Unmasked Estep 
Score: -2232922.250000 Penalty: 3180.376221
	Iteration 3F: 3 clusters Score -2232922 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10599 members 
Mstep: Class 2 contains 7180 members 
Entering Unmasked Estep 
Score: -2233705.250000 Penalty: 3180.376221
	Iteration 4F: 3 clusters Score -2233705 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11232 members 
Mstep: Class 2 contains 6547 members 
Entering Unmasked Estep 
Score: -2234500.250000 Penalty: 3180.376221
	Iteration 5F: 3 clusters Score -2234500 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11797 members 
Mstep: Class 2 contains 5982 members 
Entering Unmasked Estep 
Score: -2235160.500000 Penalty: 3180.376221
	Iteration 6F: 3 clusters Score -2235160 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12245 members 
Mstep: Class 2 contains 5534 members 
Entering Unmasked Estep 
Score: -2235640.750000 Penalty: 3180.376221
	Iteration 7Q: 3 clusters Score -2235641 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12660 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -2236015.000000 Penalty: 3180.376221
	Iteration 8Q: 3 clusters Score -2236015 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13050 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -2236334.750000 Penalty: 3180.376221
	Iteration 9Q: 3 clusters Score -2236335 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13394 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -2236556.250000 Penalty: 3180.376221
	Iteration 10Q: 3 clusters Score -2236556 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13684 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -2236702.750000 Penalty: 3180.376221
	Iteration 11Q: 3 clusters Score -2236703 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13975 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -2236847.750000 Penalty: 3180.376221
	Iteration 12Q: 3 clusters Score -2236848 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14250 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -2236973.500000 Penalty: 3180.376221
	Iteration 13Q: 3 clusters Score -2236974 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14504 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -2237089.750000 Penalty: 3180.376221
	Iteration 14Q: 3 clusters Score -2237090 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14726 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -2237191.250000 Penalty: 3180.376221
	Iteration 15Q: 3 clusters Score -2237191 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14951 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -2237304.250000 Penalty: 3180.376221
	Iteration 16Q: 3 clusters Score -2237304 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15181 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -2237425.000000 Penalty: 3180.376221
	Iteration 17Q: 3 clusters Score -2237425 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15393 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -2237544.000000 Penalty: 3180.376221
	Iteration 18Q: 3 clusters Score -2237544 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15609 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -2237673.000000 Penalty: 3180.376221
	Iteration 19Q: 3 clusters Score -2237673 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15792 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -2237768.000000 Penalty: 3180.376221
	Iteration 20F: 3 clusters Score -2237768 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15928 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -2237829.500000 Penalty: 3180.376221
	Iteration 21Q: 3 clusters Score -2237830 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16056 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -2237893.750000 Penalty: 3180.376221
	Iteration 22Q: 3 clusters Score -2237894 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16162 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -2237945.250000 Penalty: 3180.376221
	Iteration 23Q: 3 clusters Score -2237945 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16243 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -2237978.250000 Penalty: 3180.376221
	Iteration 24Q: 3 clusters Score -2237978 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16318 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -2238008.250000 Penalty: 3180.376221
	Iteration 25Q: 3 clusters Score -2238008 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16393 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -2238035.000000 Penalty: 3180.376221
	Iteration 26Q: 3 clusters Score -2238035 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16448 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -2238055.250000 Penalty: 3180.376221
	Iteration 27Q: 3 clusters Score -2238055 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16489 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -2238067.250000 Penalty: 3180.376221
	Iteration 28Q: 3 clusters Score -2238067 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16516 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -2238071.250000 Penalty: 3180.376221
	Iteration 29Q: 3 clusters Score -2238071 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16541 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -2238078.750000 Penalty: 3180.376221
	Iteration 30Q: 3 clusters Score -2238079 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16562 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -2238086.000000 Penalty: 3180.376221
	Iteration 31Q: 3 clusters Score -2238086 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16586 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -2238098.250000 Penalty: 3180.376221
	Iteration 32Q: 3 clusters Score -2238098 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16606 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -2238097.500000 Penalty: 3180.376221
	Iteration 33Q: 3 clusters Score -2238098 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16622 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -2238106.500000 Penalty: 3180.376221
	Iteration 34Q: 3 clusters Score -2238106 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16643 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -2238116.000000 Penalty: 3180.376221
	Iteration 35Q: 3 clusters Score -2238116 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16661 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -2238122.250000 Penalty: 3180.376221
	Iteration 36Q: 3 clusters Score -2238122 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16677 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -2238130.000000 Penalty: 3180.376221
	Iteration 37Q: 3 clusters Score -2238130 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16691 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -2238140.250000 Penalty: 3180.376221
	Iteration 38Q: 3 clusters Score -2238140 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16706 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -2238144.500000 Penalty: 3180.376221
	Iteration 39Q: 3 clusters Score -2238144 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16720 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -2238148.000000 Penalty: 3180.376221
	Iteration 40F: 3 clusters Score -2238148 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16736 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -2238153.250000 Penalty: 3180.376221
	Iteration 41Q: 3 clusters Score -2238153 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16748 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -2238159.500000 Penalty: 3180.376221
	Iteration 42Q: 3 clusters Score -2238160 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16762 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -2238166.250000 Penalty: 3180.376221
	Iteration 43Q: 3 clusters Score -2238166 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16772 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -2238167.000000 Penalty: 3180.376221
	Iteration 44Q: 3 clusters Score -2238167 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16782 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -2238167.500000 Penalty: 3180.376221
	Iteration 45Q: 3 clusters Score -2238168 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16785 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -2238168.000000 Penalty: 3180.376221
	Iteration 46Q: 3 clusters Score -2238168 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16787 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -2238172.000000 Penalty: 3180.376221
	Iteration 47Q: 3 clusters Score -2238172 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16793 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -2238178.750000 Penalty: 3180.376221
	Iteration 48Q: 3 clusters Score -2238179 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16798 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -2238176.250000 Penalty: 3180.376221
	Iteration 49Q: 3 clusters Score -2238176 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16804 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -2238180.500000 Penalty: 3180.376221
	Iteration 50Q: 3 clusters Score -2238180 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16810 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -2238181.750000 Penalty: 3180.376221
	Iteration 51Q: 3 clusters Score -2238182 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16814 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -2238185.250000 Penalty: 3180.376221
	Iteration 52Q: 3 clusters Score -2238185 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16821 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -2238188.750000 Penalty: 3180.376221
	Iteration 53Q: 3 clusters Score -2238189 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16827 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -2238191.000000 Penalty: 3180.376221
	Iteration 54Q: 3 clusters Score -2238191 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16833 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -2238193.750000 Penalty: 3180.376221
	Iteration 55Q: 3 clusters Score -2238194 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16845 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -2238200.500000 Penalty: 3180.376221
	Iteration 56Q: 3 clusters Score -2238200 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16856 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -2238204.500000 Penalty: 3180.376221
	Iteration 57Q: 3 clusters Score -2238204 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16871 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -2238217.750000 Penalty: 3180.376221
	Iteration 58Q: 3 clusters Score -2238218 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16889 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -2238234.000000 Penalty: 3180.376221
	Iteration 59Q: 3 clusters Score -2238234 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16908 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -2238268.000000 Penalty: 3180.376221
	Iteration 60F: 3 clusters Score -2238268 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16926 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -2238289.000000 Penalty: 3180.376221
	Iteration 61Q: 3 clusters Score -2238289 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16935 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -2238303.750000 Penalty: 3180.376221
	Iteration 62Q: 3 clusters Score -2238304 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16944 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -2238315.250000 Penalty: 3180.376221
	Iteration 63Q: 3 clusters Score -2238315 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16948 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -2238321.000000 Penalty: 3180.376221
	Iteration 64Q: 3 clusters Score -2238321 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16954 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -2238323.500000 Penalty: 3180.376221
	Iteration 65Q: 3 clusters Score -2238324 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16954 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -2238330.250000 Penalty: 3180.376221
	Iteration 66Q: 3 clusters Score -2238330 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16955 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -2238332.500000 Penalty: 3180.376221
	Iteration 67Q: 3 clusters Score -2238332 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16956 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -2238331.500000 Penalty: 3180.376221
	Iteration 68Q: 3 clusters Score -2238332 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16955 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -2238334.250000 Penalty: 3180.376221
	Iteration 69Q: 3 clusters Score -2238334 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16954 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -2238332.500000 Penalty: 3180.376221
	Iteration 70Q: 3 clusters Score -2238332 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16955 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -2238334.500000 Penalty: 3180.376221
	Iteration 71Q: 3 clusters Score -2238334 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16956 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -2238334.750000 Penalty: 3180.376221
	Iteration 72Q: 3 clusters Score -2238335 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16956 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -2238334.750000 Penalty: 3180.376221
	Iteration 73F: 3 clusters Score -2238335 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (12096 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12096 members 
Entering Unmasked Estep 
Score: -1533925.375000 Penalty: 1527.602417
	Iteration 0F: 2 clusters Score -1533925 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6128 members 
Mstep: Class 2 contains 5968 members 
Entering Unmasked Estep 
Score: -1525423.875000 Penalty: 3055.204834
	Iteration 0F: 3 clusters Score -1525424 nChanged 5372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6258 members 
Mstep: Class 2 contains 5838 members 
Entering Unmasked Estep 
Score: -1528377.000000 Penalty: 3055.204834
	Iteration 1F: 3 clusters Score -1528377 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6299 members 
Mstep: Class 2 contains 5797 members 
Entering Unmasked Estep 
Score: -1528715.875000 Penalty: 3055.204834
	Iteration 2F: 3 clusters Score -1528716 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6331 members 
Mstep: Class 2 contains 5765 members 
Entering Unmasked Estep 
Score: -1529030.750000 Penalty: 3055.204834
	Iteration 3F: 3 clusters Score -1529031 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6336 members 
Mstep: Class 2 contains 5760 members 
Entering Unmasked Estep 
Score: -1529301.250000 Penalty: 3055.204834
	Iteration 4F: 3 clusters Score -1529301 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6346 members 
Mstep: Class 2 contains 5750 members 
Entering Unmasked Estep 
Score: -1529598.875000 Penalty: 3055.204834
	Iteration 5Q: 3 clusters Score -1529599 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6367 members 
Mstep: Class 2 contains 5729 members 
Entering Unmasked Estep 
Score: -1529906.750000 Penalty: 3055.204834
	Iteration 6Q: 3 clusters Score -1529907 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 5743 members 
Entering Unmasked Estep 
Score: -1530183.125000 Penalty: 3055.204834
	Iteration 7Q: 3 clusters Score -1530183 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6372 members 
Mstep: Class 2 contains 5724 members 
Entering Unmasked Estep 
Score: -1530443.000000 Penalty: 3055.204834
	Iteration 8Q: 3 clusters Score -1530443 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6420 members 
Mstep: Class 2 contains 5676 members 
Entering Unmasked Estep 
Score: -1530659.375000 Penalty: 3055.204834
	Iteration 9Q: 3 clusters Score -1530659 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6520 members 
Mstep: Class 2 contains 5576 members 
Entering Unmasked Estep 
Score: -1530832.000000 Penalty: 3055.204834
	Iteration 10Q: 3 clusters Score -1530832 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6643 members 
Mstep: Class 2 contains 5453 members 
Entering Unmasked Estep 
Score: -1530959.875000 Penalty: 3055.204834
	Iteration 11Q: 3 clusters Score -1530960 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6791 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -1531087.000000 Penalty: 3055.204834
	Iteration 12Q: 3 clusters Score -1531087 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6947 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -1531194.875000 Penalty: 3055.204834
	Iteration 13Q: 3 clusters Score -1531195 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7123 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -1531308.500000 Penalty: 3055.204834
	Iteration 14Q: 3 clusters Score -1531308 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7299 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -1531425.250000 Penalty: 3055.204834
	Iteration 15Q: 3 clusters Score -1531425 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7458 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -1531545.125000 Penalty: 3055.204834
	Iteration 16Q: 3 clusters Score -1531545 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7594 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -1531643.250000 Penalty: 3055.204834
	Iteration 17Q: 3 clusters Score -1531643 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7692 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -1531720.250000 Penalty: 3055.204834
	Iteration 18Q: 3 clusters Score -1531720 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7764 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -1531779.125000 Penalty: 3055.204834
	Iteration 19Q: 3 clusters Score -1531779 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7838 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -1531840.625000 Penalty: 3055.204834
	Iteration 20F: 3 clusters Score -1531841 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7909 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -1531880.750000 Penalty: 3055.204834
	Iteration 21Q: 3 clusters Score -1531881 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7967 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -1531917.250000 Penalty: 3055.204834
	Iteration 22Q: 3 clusters Score -1531917 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8005 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -1531949.125000 Penalty: 3055.204834
	Iteration 23Q: 3 clusters Score -1531949 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8062 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -1531978.875000 Penalty: 3055.204834
	Iteration 24Q: 3 clusters Score -1531979 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8117 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -1532003.250000 Penalty: 3055.204834
	Iteration 25Q: 3 clusters Score -1532003 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8162 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -1532027.125000 Penalty: 3055.204834
	Iteration 26Q: 3 clusters Score -1532027 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8217 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -1532045.250000 Penalty: 3055.204834
	Iteration 27Q: 3 clusters Score -1532045 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8276 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -1532077.500000 Penalty: 3055.204834
	Iteration 28Q: 3 clusters Score -1532078 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8330 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -1532107.000000 Penalty: 3055.204834
	Iteration 29Q: 3 clusters Score -1532107 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8383 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -1532135.875000 Penalty: 3055.204834
	Iteration 30Q: 3 clusters Score -1532136 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8442 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -1532174.625000 Penalty: 3055.204834
	Iteration 31Q: 3 clusters Score -1532175 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8515 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -1532212.875000 Penalty: 3055.204834
	Iteration 32Q: 3 clusters Score -1532213 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8591 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -1532263.000000 Penalty: 3055.204834
	Iteration 33Q: 3 clusters Score -1532263 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8678 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -1532351.750000 Penalty: 3055.204834
	Iteration 34Q: 3 clusters Score -1532352 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8770 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -1532468.500000 Penalty: 3055.204834
	Iteration 35Q: 3 clusters Score -1532468 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8873 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -1532596.250000 Penalty: 3055.204834
	Iteration 36Q: 3 clusters Score -1532596 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8957 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -1532687.875000 Penalty: 3055.204834
	Iteration 37Q: 3 clusters Score -1532688 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9036 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -1532729.250000 Penalty: 3055.204834
	Iteration 38Q: 3 clusters Score -1532729 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9099 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -1532755.000000 Penalty: 3055.204834
	Iteration 39Q: 3 clusters Score -1532755 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9154 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -1532773.625000 Penalty: 3055.204834
	Iteration 40F: 3 clusters Score -1532774 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9197 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -1532782.125000 Penalty: 3055.204834
	Iteration 41Q: 3 clusters Score -1532782 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9233 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -1532798.250000 Penalty: 3055.204834
	Iteration 42Q: 3 clusters Score -1532798 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9270 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -1532804.750000 Penalty: 3055.204834
	Iteration 43Q: 3 clusters Score -1532805 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9298 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -1532813.250000 Penalty: 3055.204834
	Iteration 44Q: 3 clusters Score -1532813 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9329 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -1532814.750000 Penalty: 3055.204834
	Iteration 45Q: 3 clusters Score -1532815 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9359 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -1532819.125000 Penalty: 3055.204834
	Iteration 46Q: 3 clusters Score -1532819 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9398 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -1532831.875000 Penalty: 3055.204834
	Iteration 47Q: 3 clusters Score -1532832 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9427 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -1532838.375000 Penalty: 3055.204834
	Iteration 48Q: 3 clusters Score -1532838 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9453 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -1532840.000000 Penalty: 3055.204834
	Iteration 49Q: 3 clusters Score -1532840 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9481 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -1532847.875000 Penalty: 3055.204834
	Iteration 50Q: 3 clusters Score -1532848 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9515 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -1532855.500000 Penalty: 3055.204834
	Iteration 51Q: 3 clusters Score -1532856 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9544 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -1532860.250000 Penalty: 3055.204834
	Iteration 52Q: 3 clusters Score -1532860 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9576 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -1532864.500000 Penalty: 3055.204834
	Iteration 53Q: 3 clusters Score -1532864 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9603 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -1532870.625000 Penalty: 3055.204834
	Iteration 54Q: 3 clusters Score -1532871 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9625 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -1532876.375000 Penalty: 3055.204834
	Iteration 55Q: 3 clusters Score -1532876 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9648 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -1532883.000000 Penalty: 3055.204834
	Iteration 56Q: 3 clusters Score -1532883 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9669 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -1532886.250000 Penalty: 3055.204834
	Iteration 57Q: 3 clusters Score -1532886 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9688 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -1532888.375000 Penalty: 3055.204834
	Iteration 58Q: 3 clusters Score -1532888 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9716 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -1532898.875000 Penalty: 3055.204834
	Iteration 59Q: 3 clusters Score -1532899 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9742 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -1532901.625000 Penalty: 3055.204834
	Iteration 60F: 3 clusters Score -1532902 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9762 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -1532909.250000 Penalty: 3055.204834
	Iteration 61Q: 3 clusters Score -1532909 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9782 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -1532912.875000 Penalty: 3055.204834
	Iteration 62Q: 3 clusters Score -1532913 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9800 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -1532917.375000 Penalty: 3055.204834
	Iteration 63Q: 3 clusters Score -1532917 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9827 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -1532924.875000 Penalty: 3055.204834
	Iteration 64Q: 3 clusters Score -1532925 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9858 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -1532929.000000 Penalty: 3055.204834
	Iteration 65Q: 3 clusters Score -1532929 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9890 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -1532937.500000 Penalty: 3055.204834
	Iteration 66Q: 3 clusters Score -1532938 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9916 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -1532944.500000 Penalty: 3055.204834
	Iteration 67Q: 3 clusters Score -1532944 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9950 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -1532951.500000 Penalty: 3055.204834
	Iteration 68Q: 3 clusters Score -1532952 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9976 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -1532957.625000 Penalty: 3055.204834
	Iteration 69Q: 3 clusters Score -1532958 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10000 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -1532965.000000 Penalty: 3055.204834
	Iteration 70Q: 3 clusters Score -1532965 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10025 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -1532973.750000 Penalty: 3055.204834
	Iteration 71Q: 3 clusters Score -1532974 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10049 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -1532983.750000 Penalty: 3055.204834
	Iteration 72Q: 3 clusters Score -1532984 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10074 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -1532991.500000 Penalty: 3055.204834
	Iteration 73Q: 3 clusters Score -1532992 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10102 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -1532998.500000 Penalty: 3055.204834
	Iteration 74Q: 3 clusters Score -1532998 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10132 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -1533005.625000 Penalty: 3055.204834
	Iteration 75Q: 3 clusters Score -1533006 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10155 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -1533005.625000 Penalty: 3055.204834
	Iteration 76Q: 3 clusters Score -1533006 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10184 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -1533015.750000 Penalty: 3055.204834
	Iteration 77Q: 3 clusters Score -1533016 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10200 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -1533018.500000 Penalty: 3055.204834
	Iteration 78Q: 3 clusters Score -1533018 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10213 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -1533019.750000 Penalty: 3055.204834
	Iteration 79Q: 3 clusters Score -1533020 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10223 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -1533022.750000 Penalty: 3055.204834
	Iteration 80F: 3 clusters Score -1533023 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10232 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -1533023.000000 Penalty: 3055.204834
	Iteration 81Q: 3 clusters Score -1533023 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10241 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -1533023.375000 Penalty: 3055.204834
	Iteration 82Q: 3 clusters Score -1533023 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10248 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -1533024.375000 Penalty: 3055.204834
	Iteration 83Q: 3 clusters Score -1533024 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10260 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -1533028.000000 Penalty: 3055.204834
	Iteration 84Q: 3 clusters Score -1533028 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10273 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -1533031.250000 Penalty: 3055.204834
	Iteration 85Q: 3 clusters Score -1533031 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10283 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -1533030.250000 Penalty: 3055.204834
	Iteration 86Q: 3 clusters Score -1533030 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10293 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -1533035.000000 Penalty: 3055.204834
	Iteration 87Q: 3 clusters Score -1533035 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10305 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -1533042.125000 Penalty: 3055.204834
	Iteration 88Q: 3 clusters Score -1533042 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10315 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -1533043.375000 Penalty: 3055.204834
	Iteration 89Q: 3 clusters Score -1533043 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10322 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -1533045.000000 Penalty: 3055.204834
	Iteration 90Q: 3 clusters Score -1533045 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10329 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -1533042.500000 Penalty: 3055.204834
	Iteration 91Q: 3 clusters Score -1533042 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10335 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -1533046.500000 Penalty: 3055.204834
	Iteration 92Q: 3 clusters Score -1533046 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10339 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -1533047.125000 Penalty: 3055.204834
	Iteration 93Q: 3 clusters Score -1533047 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10344 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -1533048.750000 Penalty: 3055.204834
	Iteration 94Q: 3 clusters Score -1533049 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10351 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -1533047.250000 Penalty: 3055.204834
	Iteration 95Q: 3 clusters Score -1533047 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10356 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -1533049.125000 Penalty: 3055.204834
	Iteration 96Q: 3 clusters Score -1533049 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10357 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -1533048.750000 Penalty: 3055.204834
	Iteration 97Q: 3 clusters Score -1533049 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10358 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -1533049.000000 Penalty: 3055.204834
	Iteration 98Q: 3 clusters Score -1533049 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10358 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -1533049.000000 Penalty: 3055.204834
	Iteration 99F: 3 clusters Score -1533049 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (2763 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Entering Unmasked Estep 
Score: -286517.000000 Penalty: 1287.661743
	Iteration 0F: 2 clusters Score -286517 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -283995.062500 Penalty: 2575.323486
	Iteration 0F: 3 clusters Score -283995.1 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -285107.062500 Penalty: 2575.323486
	Iteration 1F: 3 clusters Score -285107.1 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -285811.500000 Penalty: 2575.323486
	Iteration 2F: 3 clusters Score -285811.5 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -286193.468750 Penalty: 2575.323486
	Iteration 3F: 3 clusters Score -286193.5 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -286345.593750 Penalty: 2575.323486
	Iteration 4F: 3 clusters Score -286345.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -286424.031250 Penalty: 2575.323486
	Iteration 5Q: 3 clusters Score -286424 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -286473.218750 Penalty: 2575.323486
	Iteration 6Q: 3 clusters Score -286473.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -286496.187500 Penalty: 2575.323486
	Iteration 7Q: 3 clusters Score -286496.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -286505.906250 Penalty: 2575.323486
	Iteration 8Q: 3 clusters Score -286505.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -286511.906250 Penalty: 2575.323486
	Iteration 9Q: 3 clusters Score -286511.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -286516.093750 Penalty: 2575.323486
	Iteration 10Q: 3 clusters Score -286516.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -286517.812500 Penalty: 2575.323486
	Iteration 11Q: 3 clusters Score -286517.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -286518.468750 Penalty: 2575.323486
	Iteration 12Q: 3 clusters Score -286518.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -286519.000000 Penalty: 2575.323486
	Iteration 13Q: 3 clusters Score -286519 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -286519.125000 Penalty: 2575.323486
	Iteration 14Q: 3 clusters Score -286519.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -286519.125000 Penalty: 2575.323486
	Iteration 15F: 3 clusters Score -286519.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 498 members 
Mstep: Class 3 contains 22062 members 
Mstep: Class 4 contains 3257 members 
Mstep: Class 5 contains 20479 members 
Mstep: Class 6 contains 92022 members 
Mstep: Class 7 contains 2817 members 
Mstep: Class 8 contains 149174 members 
Mstep: Class 9 contains 5007 members 
Mstep: Class 10 contains 5115 members 
Mstep: Class 11 contains 8687 members 
Mstep: Class 12 contains 2384 members 
Mstep: Class 13 contains 5164 members 
Mstep: Class 14 contains 7277 members 
Mstep: Class 15 contains 22267 members 
Mstep: Class 16 contains 5505 members 
Mstep: Class 17 contains 4333 members 
Mstep: Class 18 contains 12868 members 
Mstep: Class 19 contains 7820 members 
Mstep: Class 20 contains 4569 members 
Mstep: Class 21 contains 48877 members 
Mstep: Class 22 contains 4479 members 
Mstep: Class 23 contains 9416 members 
Mstep: Class 24 contains 17528 members 
Mstep: Class 25 contains 503 members 
Mstep: Class 26 contains 28670 members 
Mstep: Class 27 contains 3193 members 
Mstep: Class 28 contains 16076 members 
Mstep: Class 29 contains 38027 members 
Mstep: Class 30 contains 19859 members 
Mstep: Class 31 contains 35635 members 
Mstep: Class 32 contains 3345 members 
Mstep: Class 33 contains 6319 members 
Mstep: Class 34 contains 11256 members 
Mstep: Class 35 contains 17779 members 
Mstep: Class 36 contains 12096 members 
Mstep: Class 37 contains 1741 members 
Mstep: Class 38 contains 17315 members 
Mstep: Class 39 contains 4341 members 
Mstep: Class 40 contains 2981 members 
Mstep: Class 41 contains 9618 members 
Mstep: Class 42 contains 7182 members 
Mstep: Class 43 contains 27502 members 
Mstep: Class 44 contains 4307 members 
Mstep: Class 45 contains 21746 members 
Mstep: Class 46 contains 9391 members 
Mstep: Class 47 contains 1769 members 
Mstep: Class 48 contains 21170 members 
Mstep: Class 49 contains 35309 members 
Mstep: Class 50 contains 1022 members 
Entering Unmasked Estep 
Score: -100304184.000000 Penalty: 110644.859375
Splitting cluster 37 changes total score from -100305072.000000 to -100304184.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 38 (17315 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17315 members 
Entering Unmasked Estep 
Score: -2169521.250000 Penalty: 1585.890991
	Iteration 0F: 2 clusters Score -2169521 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8684 members 
Mstep: Class 2 contains 8631 members 
Entering Unmasked Estep 
Score: -2157643.250000 Penalty: 3171.781982
	Iteration 0F: 3 clusters Score -2157643 nChanged 7745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8617 members 
Mstep: Class 2 contains 8698 members 
Entering Unmasked Estep 
Score: -2161916.000000 Penalty: 3171.781982
	Iteration 1F: 3 clusters Score -2161916 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8692 members 
Mstep: Class 2 contains 8623 members 
Entering Unmasked Estep 
Score: -2162447.000000 Penalty: 3171.781982
	Iteration 2F: 3 clusters Score -2162447 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8828 members 
Mstep: Class 2 contains 8487 members 
Entering Unmasked Estep 
Score: -2163042.750000 Penalty: 3171.781982
	Iteration 3F: 3 clusters Score -2163043 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8981 members 
Mstep: Class 2 contains 8334 members 
Entering Unmasked Estep 
Score: -2163751.000000 Penalty: 3171.781982
	Iteration 4F: 3 clusters Score -2163751 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9042 members 
Mstep: Class 2 contains 8273 members 
Entering Unmasked Estep 
Score: -2164502.750000 Penalty: 3171.781982
	Iteration 5F: 3 clusters Score -2164503 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9048 members 
Mstep: Class 2 contains 8267 members 
Entering Unmasked Estep 
Score: -2165382.500000 Penalty: 3171.781982
	Iteration 6F: 3 clusters Score -2165382 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8984 members 
Mstep: Class 2 contains 8331 members 
Entering Unmasked Estep 
Score: -2166406.250000 Penalty: 3171.781982
	Iteration 7F: 3 clusters Score -2166406 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8828 members 
Mstep: Class 2 contains 8487 members 
Entering Unmasked Estep 
Score: -2167482.500000 Penalty: 3171.781982
	Iteration 8F: 3 clusters Score -2167482 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8697 members 
Mstep: Class 2 contains 8618 members 
Entering Unmasked Estep 
Score: -2168290.500000 Penalty: 3171.781982
	Iteration 9F: 3 clusters Score -2168290 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8598 members 
Mstep: Class 2 contains 8717 members 
Entering Unmasked Estep 
Score: -2168791.500000 Penalty: 3171.781982
	Iteration 10Q: 3 clusters Score -2168792 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8561 members 
Mstep: Class 2 contains 8754 members 
Entering Unmasked Estep 
Score: -2169064.750000 Penalty: 3171.781982
	Iteration 11Q: 3 clusters Score -2169065 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8551 members 
Mstep: Class 2 contains 8764 members 
Entering Unmasked Estep 
Score: -2169167.750000 Penalty: 3171.781982
	Iteration 12Q: 3 clusters Score -2169168 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8576 members 
Mstep: Class 2 contains 8739 members 
Entering Unmasked Estep 
Score: -2169203.750000 Penalty: 3171.781982
	Iteration 13Q: 3 clusters Score -2169204 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8592 members 
Mstep: Class 2 contains 8723 members 
Entering Unmasked Estep 
Score: -2169212.250000 Penalty: 3171.781982
	Iteration 14Q: 3 clusters Score -2169212 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8619 members 
Mstep: Class 2 contains 8696 members 
Entering Unmasked Estep 
Score: -2169226.000000 Penalty: 3171.781982
	Iteration 15Q: 3 clusters Score -2169226 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8640 members 
Mstep: Class 2 contains 8675 members 
Entering Unmasked Estep 
Score: -2169227.750000 Penalty: 3171.781982
	Iteration 16Q: 3 clusters Score -2169228 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8654 members 
Mstep: Class 2 contains 8661 members 
Entering Unmasked Estep 
Score: -2169233.000000 Penalty: 3171.781982
	Iteration 17Q: 3 clusters Score -2169233 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8662 members 
Mstep: Class 2 contains 8653 members 
Entering Unmasked Estep 
Score: -2169236.000000 Penalty: 3171.781982
	Iteration 18Q: 3 clusters Score -2169236 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8668 members 
Mstep: Class 2 contains 8647 members 
Entering Unmasked Estep 
Score: -2169236.250000 Penalty: 3171.781982
	Iteration 19Q: 3 clusters Score -2169236 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8675 members 
Mstep: Class 2 contains 8640 members 
Entering Unmasked Estep 
Score: -2169235.750000 Penalty: 3171.781982
	Iteration 20F: 3 clusters Score -2169236 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8679 members 
Mstep: Class 2 contains 8636 members 
Entering Unmasked Estep 
Score: -2169240.250000 Penalty: 3171.781982
	Iteration 21Q: 3 clusters Score -2169240 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8687 members 
Mstep: Class 2 contains 8628 members 
Entering Unmasked Estep 
Score: -2169241.250000 Penalty: 3171.781982
	Iteration 22Q: 3 clusters Score -2169241 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8696 members 
Mstep: Class 2 contains 8619 members 
Entering Unmasked Estep 
Score: -2169240.000000 Penalty: 3171.781982
	Iteration 23Q: 3 clusters Score -2169240 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8699 members 
Mstep: Class 2 contains 8616 members 
Entering Unmasked Estep 
Score: -2169240.000000 Penalty: 3171.781982
	Iteration 24Q: 3 clusters Score -2169240 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8706 members 
Mstep: Class 2 contains 8609 members 
Entering Unmasked Estep 
Score: -2169239.250000 Penalty: 3171.781982
	Iteration 25Q: 3 clusters Score -2169239 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8715 members 
Mstep: Class 2 contains 8600 members 
Entering Unmasked Estep 
Score: -2169244.750000 Penalty: 3171.781982
	Iteration 26Q: 3 clusters Score -2169245 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8723 members 
Mstep: Class 2 contains 8592 members 
Entering Unmasked Estep 
Score: -2169246.000000 Penalty: 3171.781982
	Iteration 27Q: 3 clusters Score -2169246 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8728 members 
Mstep: Class 2 contains 8587 members 
Entering Unmasked Estep 
Score: -2169247.000000 Penalty: 3171.781982
	Iteration 28Q: 3 clusters Score -2169247 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8728 members 
Mstep: Class 2 contains 8587 members 
Entering Unmasked Estep 
Score: -2169245.000000 Penalty: 3171.781982
	Iteration 29Q: 3 clusters Score -2169245 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8730 members 
Mstep: Class 2 contains 8585 members 
Entering Unmasked Estep 
Score: -2169247.250000 Penalty: 3171.781982
	Iteration 30Q: 3 clusters Score -2169247 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8732 members 
Mstep: Class 2 contains 8583 members 
Entering Unmasked Estep 
Score: -2169246.250000 Penalty: 3171.781982
	Iteration 31Q: 3 clusters Score -2169246 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8733 members 
Mstep: Class 2 contains 8582 members 
Entering Unmasked Estep 
Score: -2169245.250000 Penalty: 3171.781982
	Iteration 32Q: 3 clusters Score -2169245 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8734 members 
Mstep: Class 2 contains 8581 members 
Entering Unmasked Estep 
Score: -2169244.750000 Penalty: 3171.781982
	Iteration 33Q: 3 clusters Score -2169245 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8734 members 
Mstep: Class 2 contains 8581 members 
Entering Unmasked Estep 
Score: -2169243.750000 Penalty: 3171.781982
	Iteration 34Q: 3 clusters Score -2169244 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8737 members 
Mstep: Class 2 contains 8578 members 
Entering Unmasked Estep 
Score: -2169245.500000 Penalty: 3171.781982
	Iteration 35Q: 3 clusters Score -2169246 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8738 members 
Mstep: Class 2 contains 8577 members 
Entering Unmasked Estep 
Score: -2169246.500000 Penalty: 3171.781982
	Iteration 36Q: 3 clusters Score -2169246 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8739 members 
Mstep: Class 2 contains 8576 members 
Entering Unmasked Estep 
Score: -2169246.500000 Penalty: 3171.781982
	Iteration 37Q: 3 clusters Score -2169246 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8740 members 
Mstep: Class 2 contains 8575 members 
Entering Unmasked Estep 
Score: -2169246.250000 Penalty: 3171.781982
	Iteration 38Q: 3 clusters Score -2169246 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8741 members 
Mstep: Class 2 contains 8574 members 
Entering Unmasked Estep 
Score: -2169247.000000 Penalty: 3171.781982
	Iteration 39Q: 3 clusters Score -2169247 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8742 members 
Mstep: Class 2 contains 8573 members 
Entering Unmasked Estep 
Score: -2169246.000000 Penalty: 3171.781982
	Iteration 40F: 3 clusters Score -2169246 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (4341 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Entering Unmasked Estep 
Score: -527777.812500 Penalty: 1361.077271
	Iteration 0F: 2 clusters Score -527777.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -524243.843750 Penalty: 2722.154541
	Iteration 0F: 3 clusters Score -524243.8 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -525402.187500 Penalty: 2722.154541
	Iteration 1F: 3 clusters Score -525402.2 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -525703.937500 Penalty: 2722.154541
	Iteration 2F: 3 clusters Score -525703.9 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -525934.312500 Penalty: 2722.154541
	Iteration 3F: 3 clusters Score -525934.3 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -526117.625000 Penalty: 2722.154541
	Iteration 4F: 3 clusters Score -526117.6 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -526280.937500 Penalty: 2722.154541
	Iteration 5F: 3 clusters Score -526280.9 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -526413.312500 Penalty: 2722.154541
	Iteration 6Q: 3 clusters Score -526413.3 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -526561.500000 Penalty: 2722.154541
	Iteration 7Q: 3 clusters Score -526561.5 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -526684.625000 Penalty: 2722.154541
	Iteration 8Q: 3 clusters Score -526684.6 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -526777.562500 Penalty: 2722.154541
	Iteration 9Q: 3 clusters Score -526777.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -526830.875000 Penalty: 2722.154541
	Iteration 10Q: 3 clusters Score -526830.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -526859.687500 Penalty: 2722.154541
	Iteration 11Q: 3 clusters Score -526859.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -526878.687500 Penalty: 2722.154541
	Iteration 12Q: 3 clusters Score -526878.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -526899.875000 Penalty: 2722.154541
	Iteration 13Q: 3 clusters Score -526899.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -526916.125000 Penalty: 2722.154541
	Iteration 14Q: 3 clusters Score -526916.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -526930.937500 Penalty: 2722.154541
	Iteration 15Q: 3 clusters Score -526930.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -526938.250000 Penalty: 2722.154541
	Iteration 16Q: 3 clusters Score -526938.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -526946.250000 Penalty: 2722.154541
	Iteration 17Q: 3 clusters Score -526946.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -526951.187500 Penalty: 2722.154541
	Iteration 18Q: 3 clusters Score -526951.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -526959.875000 Penalty: 2722.154541
	Iteration 19Q: 3 clusters Score -526959.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -526964.937500 Penalty: 2722.154541
	Iteration 20F: 3 clusters Score -526964.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -526970.187500 Penalty: 2722.154541
	Iteration 21Q: 3 clusters Score -526970.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -526976.000000 Penalty: 2722.154541
	Iteration 22Q: 3 clusters Score -526976 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -526983.437500 Penalty: 2722.154541
	Iteration 23Q: 3 clusters Score -526983.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -526987.187500 Penalty: 2722.154541
	Iteration 24Q: 3 clusters Score -526987.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -526989.250000 Penalty: 2722.154541
	Iteration 25Q: 3 clusters Score -526989.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -526991.812500 Penalty: 2722.154541
	Iteration 26Q: 3 clusters Score -526991.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -526993.375000 Penalty: 2722.154541
	Iteration 27Q: 3 clusters Score -526993.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -526994.625000 Penalty: 2722.154541
	Iteration 28Q: 3 clusters Score -526994.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -526994.125000 Penalty: 2722.154541
	Iteration 29Q: 3 clusters Score -526994.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -526994.125000 Penalty: 2722.154541
	Iteration 30F: 3 clusters Score -526994.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (2981 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Entering Unmasked Estep 
Score: -355955.718750 Penalty: 1300.002319
	Iteration 0F: 2 clusters Score -355955.7 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 1512 members 
Entering Unmasked Estep 
Score: -353246.437500 Penalty: 2600.004639
	Iteration 0F: 3 clusters Score -353246.4 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -353904.687500 Penalty: 2600.004639
	Iteration 1F: 3 clusters Score -353904.7 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -354104.875000 Penalty: 2600.004639
	Iteration 2F: 3 clusters Score -354104.9 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -354246.062500 Penalty: 2600.004639
	Iteration 3F: 3 clusters Score -354246.1 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -354382.843750 Penalty: 2600.004639
	Iteration 4F: 3 clusters Score -354382.8 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -354519.687500 Penalty: 2600.004639
	Iteration 5F: 3 clusters Score -354519.7 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -354668.062500 Penalty: 2600.004639
	Iteration 6F: 3 clusters Score -354668.1 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -354799.093750 Penalty: 2600.004639
	Iteration 7Q: 3 clusters Score -354799.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -354900.281250 Penalty: 2600.004639
	Iteration 8Q: 3 clusters Score -354900.3 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -354997.031250 Penalty: 2600.004639
	Iteration 9Q: 3 clusters Score -354997 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -355072.875000 Penalty: 2600.004639
	Iteration 10Q: 3 clusters Score -355072.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -355151.343750 Penalty: 2600.004639
	Iteration 11Q: 3 clusters Score -355151.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -355213.437500 Penalty: 2600.004639
	Iteration 12Q: 3 clusters Score -355213.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -355262.031250 Penalty: 2600.004639
	Iteration 13Q: 3 clusters Score -355262 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -355289.625000 Penalty: 2600.004639
	Iteration 14Q: 3 clusters Score -355289.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -355304.531250 Penalty: 2600.004639
	Iteration 15Q: 3 clusters Score -355304.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -355312.625000 Penalty: 2600.004639
	Iteration 16Q: 3 clusters Score -355312.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -355317.812500 Penalty: 2600.004639
	Iteration 17Q: 3 clusters Score -355317.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -355320.125000 Penalty: 2600.004639
	Iteration 18Q: 3 clusters Score -355320.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -355322.187500 Penalty: 2600.004639
	Iteration 19Q: 3 clusters Score -355322.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -355323.000000 Penalty: 2600.004639
	Iteration 20F: 3 clusters Score -355323 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -355323.718750 Penalty: 2600.004639
	Iteration 21Q: 3 clusters Score -355323.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -355324.062500 Penalty: 2600.004639
	Iteration 22Q: 3 clusters Score -355324.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -355324.062500 Penalty: 2600.004639
	Iteration 23F: 3 clusters Score -355324.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (9618 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9618 members 
Entering Unmasked Estep 
Score: -1124259.500000 Penalty: 1490.351074
	Iteration 0F: 2 clusters Score -1124260 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -1117351.000000 Penalty: 2980.702148
	Iteration 0F: 3 clusters Score -1117351 nChanged 4136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -1119643.250000 Penalty: 2980.702148
	Iteration 1F: 3 clusters Score -1119643 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5500 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -1119999.250000 Penalty: 2980.702148
	Iteration 2F: 3 clusters Score -1119999 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5731 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -1120316.250000 Penalty: 2980.702148
	Iteration 3F: 3 clusters Score -1120316 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5992 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -1120629.125000 Penalty: 2980.702148
	Iteration 4F: 3 clusters Score -1120629 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6280 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -1120952.250000 Penalty: 2980.702148
	Iteration 5F: 3 clusters Score -1120952 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6604 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -1121233.875000 Penalty: 2980.702148
	Iteration 6Q: 3 clusters Score -1121234 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6926 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -1121518.125000 Penalty: 2980.702148
	Iteration 7Q: 3 clusters Score -1121518 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7271 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -1121835.875000 Penalty: 2980.702148
	Iteration 8Q: 3 clusters Score -1121836 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7570 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -1122158.500000 Penalty: 2980.702148
	Iteration 9Q: 3 clusters Score -1122158 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7845 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -1122483.250000 Penalty: 2980.702148
	Iteration 10Q: 3 clusters Score -1122483 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8067 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -1122783.250000 Penalty: 2980.702148
	Iteration 11Q: 3 clusters Score -1122783 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8264 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -1123046.375000 Penalty: 2980.702148
	Iteration 12Q: 3 clusters Score -1123046 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8413 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -1123202.875000 Penalty: 2980.702148
	Iteration 13Q: 3 clusters Score -1123203 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8517 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -1123305.125000 Penalty: 2980.702148
	Iteration 14Q: 3 clusters Score -1123305 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8600 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -1123390.375000 Penalty: 2980.702148
	Iteration 15Q: 3 clusters Score -1123390 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8663 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -1123468.125000 Penalty: 2980.702148
	Iteration 16Q: 3 clusters Score -1123468 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8701 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -1123501.250000 Penalty: 2980.702148
	Iteration 17Q: 3 clusters Score -1123501 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8725 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -1123522.375000 Penalty: 2980.702148
	Iteration 18Q: 3 clusters Score -1123522 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8750 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -1123542.000000 Penalty: 2980.702148
	Iteration 19Q: 3 clusters Score -1123542 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8763 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -1123547.125000 Penalty: 2980.702148
	Iteration 20F: 3 clusters Score -1123547 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8776 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -1123552.750000 Penalty: 2980.702148
	Iteration 21Q: 3 clusters Score -1123553 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8788 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -1123559.000000 Penalty: 2980.702148
	Iteration 22Q: 3 clusters Score -1123559 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8804 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -1123572.875000 Penalty: 2980.702148
	Iteration 23Q: 3 clusters Score -1123573 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8813 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -1123578.375000 Penalty: 2980.702148
	Iteration 24Q: 3 clusters Score -1123578 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8816 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -1123580.500000 Penalty: 2980.702148
	Iteration 25Q: 3 clusters Score -1123580 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8823 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -1123585.375000 Penalty: 2980.702148
	Iteration 26Q: 3 clusters Score -1123585 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8826 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -1123587.125000 Penalty: 2980.702148
	Iteration 27Q: 3 clusters Score -1123587 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8828 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -1123587.500000 Penalty: 2980.702148
	Iteration 28Q: 3 clusters Score -1123588 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8829 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -1123588.000000 Penalty: 2980.702148
	Iteration 29Q: 3 clusters Score -1123588 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8829 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -1123588.000000 Penalty: 2980.702148
	Iteration 30F: 3 clusters Score -1123588 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (7182 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7182 members 
Entering Unmasked Estep 
Score: -834066.937500 Penalty: 1442.891724
	Iteration 0F: 2 clusters Score -834066.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -828699.437500 Penalty: 2885.783447
	Iteration 0F: 3 clusters Score -828699.4 nChanged 2985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -830405.187500 Penalty: 2885.783447
	Iteration 1F: 3 clusters Score -830405.2 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -830682.812500 Penalty: 2885.783447
	Iteration 2F: 3 clusters Score -830682.8 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -830878.625000 Penalty: 2885.783447
	Iteration 3F: 3 clusters Score -830878.6 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -831085.875000 Penalty: 2885.783447
	Iteration 4Q: 3 clusters Score -831085.9 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -831272.937500 Penalty: 2885.783447
	Iteration 5Q: 3 clusters Score -831272.9 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -831469.375000 Penalty: 2885.783447
	Iteration 6Q: 3 clusters Score -831469.4 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 4997 members 
Entering Unmasked Estep 
Score: -831668.375000 Penalty: 2885.783447
	Iteration 7Q: 3 clusters Score -831668.4 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 5221 members 
Entering Unmasked Estep 
Score: -831867.687500 Penalty: 2885.783447
	Iteration 8Q: 3 clusters Score -831867.7 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 5445 members 
Entering Unmasked Estep 
Score: -832051.750000 Penalty: 2885.783447
	Iteration 9Q: 3 clusters Score -832051.8 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 5658 members 
Entering Unmasked Estep 
Score: -832233.500000 Penalty: 2885.783447
	Iteration 10Q: 3 clusters Score -832233.5 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 5845 members 
Entering Unmasked Estep 
Score: -832369.125000 Penalty: 2885.783447
	Iteration 11Q: 3 clusters Score -832369.1 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 5999 members 
Entering Unmasked Estep 
Score: -832464.437500 Penalty: 2885.783447
	Iteration 12Q: 3 clusters Score -832464.4 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 6119 members 
Entering Unmasked Estep 
Score: -832533.500000 Penalty: 2885.783447
	Iteration 13Q: 3 clusters Score -832533.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 6211 members 
Entering Unmasked Estep 
Score: -832584.562500 Penalty: 2885.783447
	Iteration 14Q: 3 clusters Score -832584.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 6296 members 
Entering Unmasked Estep 
Score: -832634.312500 Penalty: 2885.783447
	Iteration 15Q: 3 clusters Score -832634.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 6366 members 
Entering Unmasked Estep 
Score: -832678.687500 Penalty: 2885.783447
	Iteration 16Q: 3 clusters Score -832678.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 6431 members 
Entering Unmasked Estep 
Score: -832719.750000 Penalty: 2885.783447
	Iteration 17Q: 3 clusters Score -832719.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 6486 members 
Entering Unmasked Estep 
Score: -832761.312500 Penalty: 2885.783447
	Iteration 18Q: 3 clusters Score -832761.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 6528 members 
Entering Unmasked Estep 
Score: -832791.500000 Penalty: 2885.783447
	Iteration 19Q: 3 clusters Score -832791.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 6556 members 
Entering Unmasked Estep 
Score: -832809.937500 Penalty: 2885.783447
	Iteration 20F: 3 clusters Score -832809.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 6577 members 
Entering Unmasked Estep 
Score: -832824.750000 Penalty: 2885.783447
	Iteration 21Q: 3 clusters Score -832824.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 6601 members 
Entering Unmasked Estep 
Score: -832844.687500 Penalty: 2885.783447
	Iteration 22Q: 3 clusters Score -832844.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 6621 members 
Entering Unmasked Estep 
Score: -832854.375000 Penalty: 2885.783447
	Iteration 23Q: 3 clusters Score -832854.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 6634 members 
Entering Unmasked Estep 
Score: -832863.687500 Penalty: 2885.783447
	Iteration 24Q: 3 clusters Score -832863.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 6644 members 
Entering Unmasked Estep 
Score: -832870.312500 Penalty: 2885.783447
	Iteration 25Q: 3 clusters Score -832870.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 6653 members 
Entering Unmasked Estep 
Score: -832880.250000 Penalty: 2885.783447
	Iteration 26Q: 3 clusters Score -832880.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 6663 members 
Entering Unmasked Estep 
Score: -832884.875000 Penalty: 2885.783447
	Iteration 27Q: 3 clusters Score -832884.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 6672 members 
Entering Unmasked Estep 
Score: -832890.500000 Penalty: 2885.783447
	Iteration 28Q: 3 clusters Score -832890.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 6680 members 
Entering Unmasked Estep 
Score: -832892.500000 Penalty: 2885.783447
	Iteration 29Q: 3 clusters Score -832892.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 6683 members 
Entering Unmasked Estep 
Score: -832896.000000 Penalty: 2885.783447
	Iteration 30Q: 3 clusters Score -832896 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 6688 members 
Entering Unmasked Estep 
Score: -832898.750000 Penalty: 2885.783447
	Iteration 31Q: 3 clusters Score -832898.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 6693 members 
Entering Unmasked Estep 
Score: -832903.187500 Penalty: 2885.783447
	Iteration 32Q: 3 clusters Score -832903.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 6698 members 
Entering Unmasked Estep 
Score: -832905.562500 Penalty: 2885.783447
	Iteration 33Q: 3 clusters Score -832905.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 6702 members 
Entering Unmasked Estep 
Score: -832909.937500 Penalty: 2885.783447
	Iteration 34Q: 3 clusters Score -832909.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 6704 members 
Entering Unmasked Estep 
Score: -832910.750000 Penalty: 2885.783447
	Iteration 35Q: 3 clusters Score -832910.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 6706 members 
Entering Unmasked Estep 
Score: -832912.375000 Penalty: 2885.783447
	Iteration 36Q: 3 clusters Score -832912.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 6704 members 
Entering Unmasked Estep 
Score: -832912.937500 Penalty: 2885.783447
	Iteration 37Q: 3 clusters Score -832912.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 6706 members 
Entering Unmasked Estep 
Score: -832915.500000 Penalty: 2885.783447
	Iteration 38Q: 3 clusters Score -832915.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 6709 members 
Entering Unmasked Estep 
Score: -832916.000000 Penalty: 2885.783447
	Iteration 39Q: 3 clusters Score -832916 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 6713 members 
Entering Unmasked Estep 
Score: -832919.312500 Penalty: 2885.783447
	Iteration 40F: 3 clusters Score -832919.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (27502 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27502 members 
Entering Unmasked Estep 
Score: -3471591.750000 Penalty: 1661.077393
	Iteration 0F: 2 clusters Score -3471592 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13739 members 
Mstep: Class 2 contains 13763 members 
Entering Unmasked Estep 
Score: -3453006.000000 Penalty: 3322.154785
	Iteration 0F: 3 clusters Score -3453006 nChanged 12600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13681 members 
Mstep: Class 2 contains 13821 members 
Entering Unmasked Estep 
Score: -3459879.000000 Penalty: 3322.154785
	Iteration 1F: 3 clusters Score -3459879 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13526 members 
Mstep: Class 2 contains 13976 members 
Entering Unmasked Estep 
Score: -3460306.500000 Penalty: 3322.154785
	Iteration 2Q: 3 clusters Score -3460306 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13309 members 
Mstep: Class 2 contains 14193 members 
Entering Unmasked Estep 
Score: -3460807.750000 Penalty: 3322.154785
	Iteration 3Q: 3 clusters Score -3460808 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12966 members 
Mstep: Class 2 contains 14536 members 
Entering Unmasked Estep 
Score: -3461354.750000 Penalty: 3322.154785
	Iteration 4Q: 3 clusters Score -3461355 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12472 members 
Mstep: Class 2 contains 15030 members 
Entering Unmasked Estep 
Score: -3462034.250000 Penalty: 3322.154785
	Iteration 5F: 3 clusters Score -3462034 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11745 members 
Mstep: Class 2 contains 15757 members 
Entering Unmasked Estep 
Score: -3462964.750000 Penalty: 3322.154785
	Iteration 6F: 3 clusters Score -3462965 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10923 members 
Mstep: Class 2 contains 16579 members 
Entering Unmasked Estep 
Score: -3464062.000000 Penalty: 3322.154785
	Iteration 7F: 3 clusters Score -3464062 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10045 members 
Mstep: Class 2 contains 17457 members 
Entering Unmasked Estep 
Score: -3465315.750000 Penalty: 3322.154785
	Iteration 8F: 3 clusters Score -3465316 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9156 members 
Mstep: Class 2 contains 18346 members 
Entering Unmasked Estep 
Score: -3466589.000000 Penalty: 3322.154785
	Iteration 9F: 3 clusters Score -3466589 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8489 members 
Mstep: Class 2 contains 19013 members 
Entering Unmasked Estep 
Score: -3467518.250000 Penalty: 3322.154785
	Iteration 10F: 3 clusters Score -3467518 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8035 members 
Mstep: Class 2 contains 19467 members 
Entering Unmasked Estep 
Score: -3468121.500000 Penalty: 3322.154785
	Iteration 11Q: 3 clusters Score -3468122 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7729 members 
Mstep: Class 2 contains 19773 members 
Entering Unmasked Estep 
Score: -3468465.750000 Penalty: 3322.154785
	Iteration 12Q: 3 clusters Score -3468466 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7517 members 
Mstep: Class 2 contains 19985 members 
Entering Unmasked Estep 
Score: -3468683.500000 Penalty: 3322.154785
	Iteration 13Q: 3 clusters Score -3468684 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7344 members 
Mstep: Class 2 contains 20158 members 
Entering Unmasked Estep 
Score: -3468827.500000 Penalty: 3322.154785
	Iteration 14Q: 3 clusters Score -3468828 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7174 members 
Mstep: Class 2 contains 20328 members 
Entering Unmasked Estep 
Score: -3468918.250000 Penalty: 3322.154785
	Iteration 15Q: 3 clusters Score -3468918 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6999 members 
Mstep: Class 2 contains 20503 members 
Entering Unmasked Estep 
Score: -3468959.250000 Penalty: 3322.154785
	Iteration 16Q: 3 clusters Score -3468959 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6829 members 
Mstep: Class 2 contains 20673 members 
Entering Unmasked Estep 
Score: -3469014.250000 Penalty: 3322.154785
	Iteration 17Q: 3 clusters Score -3469014 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6685 members 
Mstep: Class 2 contains 20817 members 
Entering Unmasked Estep 
Score: -3469027.000000 Penalty: 3322.154785
	Iteration 18Q: 3 clusters Score -3469027 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6544 members 
Mstep: Class 2 contains 20958 members 
Entering Unmasked Estep 
Score: -3469079.000000 Penalty: 3322.154785
	Iteration 19Q: 3 clusters Score -3469079 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6412 members 
Mstep: Class 2 contains 21090 members 
Entering Unmasked Estep 
Score: -3469089.750000 Penalty: 3322.154785
	Iteration 20F: 3 clusters Score -3469090 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6301 members 
Mstep: Class 2 contains 21201 members 
Entering Unmasked Estep 
Score: -3469109.500000 Penalty: 3322.154785
	Iteration 21Q: 3 clusters Score -3469110 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6192 members 
Mstep: Class 2 contains 21310 members 
Entering Unmasked Estep 
Score: -3469124.000000 Penalty: 3322.154785
	Iteration 22Q: 3 clusters Score -3469124 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6078 members 
Mstep: Class 2 contains 21424 members 
Entering Unmasked Estep 
Score: -3469148.500000 Penalty: 3322.154785
	Iteration 23Q: 3 clusters Score -3469148 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5955 members 
Mstep: Class 2 contains 21547 members 
Entering Unmasked Estep 
Score: -3469174.250000 Penalty: 3322.154785
	Iteration 24Q: 3 clusters Score -3469174 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5814 members 
Mstep: Class 2 contains 21688 members 
Entering Unmasked Estep 
Score: -3469196.250000 Penalty: 3322.154785
	Iteration 25Q: 3 clusters Score -3469196 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5662 members 
Mstep: Class 2 contains 21840 members 
Entering Unmasked Estep 
Score: -3469218.500000 Penalty: 3322.154785
	Iteration 26Q: 3 clusters Score -3469218 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5499 members 
Mstep: Class 2 contains 22003 members 
Entering Unmasked Estep 
Score: -3469262.000000 Penalty: 3322.154785
	Iteration 27Q: 3 clusters Score -3469262 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 22166 members 
Entering Unmasked Estep 
Score: -3469302.000000 Penalty: 3322.154785
	Iteration 28Q: 3 clusters Score -3469302 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 22355 members 
Entering Unmasked Estep 
Score: -3469340.500000 Penalty: 3322.154785
	Iteration 29Q: 3 clusters Score -3469340 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 22549 members 
Entering Unmasked Estep 
Score: -3469395.250000 Penalty: 3322.154785
	Iteration 30Q: 3 clusters Score -3469395 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 22744 members 
Entering Unmasked Estep 
Score: -3469458.000000 Penalty: 3322.154785
	Iteration 31Q: 3 clusters Score -3469458 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 22925 members 
Entering Unmasked Estep 
Score: -3469508.000000 Penalty: 3322.154785
	Iteration 32Q: 3 clusters Score -3469508 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 23105 members 
Entering Unmasked Estep 
Score: -3469542.250000 Penalty: 3322.154785
	Iteration 33Q: 3 clusters Score -3469542 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 23280 members 
Entering Unmasked Estep 
Score: -3469593.750000 Penalty: 3322.154785
	Iteration 34Q: 3 clusters Score -3469594 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 23453 members 
Entering Unmasked Estep 
Score: -3469640.000000 Penalty: 3322.154785
	Iteration 35Q: 3 clusters Score -3469640 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 23630 members 
Entering Unmasked Estep 
Score: -3469680.500000 Penalty: 3322.154785
	Iteration 36Q: 3 clusters Score -3469680 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 23805 members 
Entering Unmasked Estep 
Score: -3469724.750000 Penalty: 3322.154785
	Iteration 37Q: 3 clusters Score -3469725 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 23988 members 
Entering Unmasked Estep 
Score: -3469765.500000 Penalty: 3322.154785
	Iteration 38Q: 3 clusters Score -3469766 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 24158 members 
Entering Unmasked Estep 
Score: -3469825.500000 Penalty: 3322.154785
	Iteration 39Q: 3 clusters Score -3469826 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 24333 members 
Entering Unmasked Estep 
Score: -3469887.000000 Penalty: 3322.154785
	Iteration 40F: 3 clusters Score -3469887 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 24520 members 
Entering Unmasked Estep 
Score: -3469969.500000 Penalty: 3322.154785
	Iteration 41Q: 3 clusters Score -3469970 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 24704 members 
Entering Unmasked Estep 
Score: -3470043.250000 Penalty: 3322.154785
	Iteration 42Q: 3 clusters Score -3470043 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 24888 members 
Entering Unmasked Estep 
Score: -3470110.750000 Penalty: 3322.154785
	Iteration 43Q: 3 clusters Score -3470111 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 25068 members 
Entering Unmasked Estep 
Score: -3470175.000000 Penalty: 3322.154785
	Iteration 44Q: 3 clusters Score -3470175 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 25249 members 
Entering Unmasked Estep 
Score: -3470248.000000 Penalty: 3322.154785
	Iteration 45Q: 3 clusters Score -3470248 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 25423 members 
Entering Unmasked Estep 
Score: -3470325.250000 Penalty: 3322.154785
	Iteration 46Q: 3 clusters Score -3470325 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 25590 members 
Entering Unmasked Estep 
Score: -3470399.750000 Penalty: 3322.154785
	Iteration 47Q: 3 clusters Score -3470400 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 25739 members 
Entering Unmasked Estep 
Score: -3470473.000000 Penalty: 3322.154785
	Iteration 48Q: 3 clusters Score -3470473 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 25891 members 
Entering Unmasked Estep 
Score: -3470569.000000 Penalty: 3322.154785
	Iteration 49Q: 3 clusters Score -3470569 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 26018 members 
Entering Unmasked Estep 
Score: -3470629.250000 Penalty: 3322.154785
	Iteration 50Q: 3 clusters Score -3470629 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 26133 members 
Entering Unmasked Estep 
Score: -3470684.250000 Penalty: 3322.154785
	Iteration 51Q: 3 clusters Score -3470684 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 26226 members 
Entering Unmasked Estep 
Score: -3470737.250000 Penalty: 3322.154785
	Iteration 52Q: 3 clusters Score -3470737 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 26315 members 
Entering Unmasked Estep 
Score: -3470793.500000 Penalty: 3322.154785
	Iteration 53Q: 3 clusters Score -3470794 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 26400 members 
Entering Unmasked Estep 
Score: -3470850.500000 Penalty: 3322.154785
	Iteration 54Q: 3 clusters Score -3470850 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 26476 members 
Entering Unmasked Estep 
Score: -3470905.500000 Penalty: 3322.154785
	Iteration 55Q: 3 clusters Score -3470906 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 26532 members 
Entering Unmasked Estep 
Score: -3470951.500000 Penalty: 3322.154785
	Iteration 56Q: 3 clusters Score -3470952 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 26573 members 
Entering Unmasked Estep 
Score: -3470992.000000 Penalty: 3322.154785
	Iteration 57Q: 3 clusters Score -3470992 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 26614 members 
Entering Unmasked Estep 
Score: -3471020.250000 Penalty: 3322.154785
	Iteration 58Q: 3 clusters Score -3471020 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 26657 members 
Entering Unmasked Estep 
Score: -3471048.500000 Penalty: 3322.154785
	Iteration 59Q: 3 clusters Score -3471048 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 26702 members 
Entering Unmasked Estep 
Score: -3471089.250000 Penalty: 3322.154785
	Iteration 60F: 3 clusters Score -3471089 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 26736 members 
Entering Unmasked Estep 
Score: -3471120.750000 Penalty: 3322.154785
	Iteration 61Q: 3 clusters Score -3471121 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 26758 members 
Entering Unmasked Estep 
Score: -3471133.750000 Penalty: 3322.154785
	Iteration 62Q: 3 clusters Score -3471134 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 26782 members 
Entering Unmasked Estep 
Score: -3471154.000000 Penalty: 3322.154785
	Iteration 63Q: 3 clusters Score -3471154 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 26804 members 
Entering Unmasked Estep 
Score: -3471179.250000 Penalty: 3322.154785
	Iteration 64Q: 3 clusters Score -3471179 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 26831 members 
Entering Unmasked Estep 
Score: -3471212.000000 Penalty: 3322.154785
	Iteration 65Q: 3 clusters Score -3471212 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 26853 members 
Entering Unmasked Estep 
Score: -3471240.000000 Penalty: 3322.154785
	Iteration 66Q: 3 clusters Score -3471240 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 26868 members 
Entering Unmasked Estep 
Score: -3471286.750000 Penalty: 3322.154785
	Iteration 67Q: 3 clusters Score -3471287 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 26883 members 
Entering Unmasked Estep 
Score: -3471324.500000 Penalty: 3322.154785
	Iteration 68Q: 3 clusters Score -3471324 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 26896 members 
Entering Unmasked Estep 
Score: -3471352.250000 Penalty: 3322.154785
	Iteration 69Q: 3 clusters Score -3471352 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 26898 members 
Entering Unmasked Estep 
Score: -3471364.000000 Penalty: 3322.154785
	Iteration 70Q: 3 clusters Score -3471364 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 26900 members 
Entering Unmasked Estep 
Score: -3471368.500000 Penalty: 3322.154785
	Iteration 71Q: 3 clusters Score -3471368 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 26903 members 
Entering Unmasked Estep 
Score: -3471372.250000 Penalty: 3322.154785
	Iteration 72Q: 3 clusters Score -3471372 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 26903 members 
Entering Unmasked Estep 
Score: -3471373.250000 Penalty: 3322.154785
	Iteration 73Q: 3 clusters Score -3471373 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 26906 members 
Entering Unmasked Estep 
Score: -3471377.000000 Penalty: 3322.154785
	Iteration 74Q: 3 clusters Score -3471377 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 26906 members 
Entering Unmasked Estep 
Score: -3471376.000000 Penalty: 3322.154785
	Iteration 75Q: 3 clusters Score -3471376 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 26907 members 
Entering Unmasked Estep 
Score: -3471380.000000 Penalty: 3322.154785
	Iteration 76Q: 3 clusters Score -3471380 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 26907 members 
Entering Unmasked Estep 
Score: -3471380.000000 Penalty: 3322.154785
	Iteration 77F: 3 clusters Score -3471380 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (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: -560044.125000 Penalty: 1359.799561
	Iteration 0F: 2 clusters Score -560044.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -556495.937500 Penalty: 2719.599121
	Iteration 0F: 3 clusters Score -556495.9 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -557376.125000 Penalty: 2719.599121
	Iteration 1F: 3 clusters Score -557376.1 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -557526.937500 Penalty: 2719.599121
	Iteration 2F: 3 clusters Score -557526.9 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -557613.250000 Penalty: 2719.599121
	Iteration 3Q: 3 clusters Score -557613.2 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -557668.375000 Penalty: 2719.599121
	Iteration 4Q: 3 clusters Score -557668.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -557704.000000 Penalty: 2719.599121
	Iteration 5Q: 3 clusters Score -557704 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -557743.437500 Penalty: 2719.599121
	Iteration 6Q: 3 clusters Score -557743.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -557778.437500 Penalty: 2719.599121
	Iteration 7Q: 3 clusters Score -557778.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -557802.812500 Penalty: 2719.599121
	Iteration 8Q: 3 clusters Score -557802.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -557824.125000 Penalty: 2719.599121
	Iteration 9Q: 3 clusters Score -557824.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -557845.750000 Penalty: 2719.599121
	Iteration 10Q: 3 clusters Score -557845.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -557866.437500 Penalty: 2719.599121
	Iteration 11Q: 3 clusters Score -557866.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -557886.937500 Penalty: 2719.599121
	Iteration 12Q: 3 clusters Score -557886.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -557905.062500 Penalty: 2719.599121
	Iteration 13Q: 3 clusters Score -557905.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -557920.625000 Penalty: 2719.599121
	Iteration 14Q: 3 clusters Score -557920.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -557932.875000 Penalty: 2719.599121
	Iteration 15Q: 3 clusters Score -557932.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -557946.625000 Penalty: 2719.599121
	Iteration 16Q: 3 clusters Score -557946.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -557959.437500 Penalty: 2719.599121
	Iteration 17Q: 3 clusters Score -557959.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -557969.625000 Penalty: 2719.599121
	Iteration 18Q: 3 clusters Score -557969.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -557981.562500 Penalty: 2719.599121
	Iteration 19Q: 3 clusters Score -557981.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -557999.500000 Penalty: 2719.599121
	Iteration 20F: 3 clusters Score -557999.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -558011.625000 Penalty: 2719.599121
	Iteration 21Q: 3 clusters Score -558011.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -558023.250000 Penalty: 2719.599121
	Iteration 22Q: 3 clusters Score -558023.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -558035.062500 Penalty: 2719.599121
	Iteration 23Q: 3 clusters Score -558035.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -558047.312500 Penalty: 2719.599121
	Iteration 24Q: 3 clusters Score -558047.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -558056.625000 Penalty: 2719.599121
	Iteration 25Q: 3 clusters Score -558056.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -558067.687500 Penalty: 2719.599121
	Iteration 26Q: 3 clusters Score -558067.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -558077.375000 Penalty: 2719.599121
	Iteration 27Q: 3 clusters Score -558077.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -558085.187500 Penalty: 2719.599121
	Iteration 28Q: 3 clusters Score -558085.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -558094.000000 Penalty: 2719.599121
	Iteration 29Q: 3 clusters Score -558094 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -558104.125000 Penalty: 2719.599121
	Iteration 30Q: 3 clusters Score -558104.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -558115.312500 Penalty: 2719.599121
	Iteration 31Q: 3 clusters Score -558115.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -558122.562500 Penalty: 2719.599121
	Iteration 32Q: 3 clusters Score -558122.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -558134.125000 Penalty: 2719.599121
	Iteration 33Q: 3 clusters Score -558134.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -558147.062500 Penalty: 2719.599121
	Iteration 34Q: 3 clusters Score -558147.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -558162.062500 Penalty: 2719.599121
	Iteration 35Q: 3 clusters Score -558162.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -558176.187500 Penalty: 2719.599121
	Iteration 36Q: 3 clusters Score -558176.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -558187.750000 Penalty: 2719.599121
	Iteration 37Q: 3 clusters Score -558187.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -558200.437500 Penalty: 2719.599121
	Iteration 38Q: 3 clusters Score -558200.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -558217.187500 Penalty: 2719.599121
	Iteration 39Q: 3 clusters Score -558217.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -558240.250000 Penalty: 2719.599121
	Iteration 40F: 3 clusters Score -558240.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -558277.000000 Penalty: 2719.599121
	Iteration 41Q: 3 clusters Score -558277 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -558320.187500 Penalty: 2719.599121
	Iteration 42Q: 3 clusters Score -558320.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -558361.312500 Penalty: 2719.599121
	Iteration 43Q: 3 clusters Score -558361.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -558407.125000 Penalty: 2719.599121
	Iteration 44Q: 3 clusters Score -558407.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -558461.812500 Penalty: 2719.599121
	Iteration 45Q: 3 clusters Score -558461.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -558515.500000 Penalty: 2719.599121
	Iteration 46Q: 3 clusters Score -558515.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -558568.812500 Penalty: 2719.599121
	Iteration 47Q: 3 clusters Score -558568.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -558627.375000 Penalty: 2719.599121
	Iteration 48Q: 3 clusters Score -558627.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -558669.875000 Penalty: 2719.599121
	Iteration 49Q: 3 clusters Score -558669.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -558698.687500 Penalty: 2719.599121
	Iteration 50Q: 3 clusters Score -558698.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -558729.875000 Penalty: 2719.599121
	Iteration 51Q: 3 clusters Score -558729.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -558750.062500 Penalty: 2719.599121
	Iteration 52Q: 3 clusters Score -558750.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -558765.875000 Penalty: 2719.599121
	Iteration 53Q: 3 clusters Score -558765.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -558776.937500 Penalty: 2719.599121
	Iteration 54Q: 3 clusters Score -558776.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -558784.687500 Penalty: 2719.599121
	Iteration 55Q: 3 clusters Score -558784.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -558792.625000 Penalty: 2719.599121
	Iteration 56Q: 3 clusters Score -558792.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -558800.937500 Penalty: 2719.599121
	Iteration 57Q: 3 clusters Score -558800.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -558805.750000 Penalty: 2719.599121
	Iteration 58Q: 3 clusters Score -558805.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -558809.187500 Penalty: 2719.599121
	Iteration 59Q: 3 clusters Score -558809.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -558811.687500 Penalty: 2719.599121
	Iteration 60F: 3 clusters Score -558811.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -558813.562500 Penalty: 2719.599121
	Iteration 61Q: 3 clusters Score -558813.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -558814.812500 Penalty: 2719.599121
	Iteration 62Q: 3 clusters Score -558814.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -558814.625000 Penalty: 2719.599121
	Iteration 63Q: 3 clusters Score -558814.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -558814.625000 Penalty: 2719.599121
	Iteration 64F: 3 clusters Score -558814.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (21746 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21746 members 
Entering Unmasked Estep 
Score: -2761708.500000 Penalty: 1622.917603
	Iteration 0F: 2 clusters Score -2761708 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10864 members 
Mstep: Class 2 contains 10882 members 
Entering Unmasked Estep 
Score: -2746888.750000 Penalty: 3245.835205
	Iteration 0F: 3 clusters Score -2746889 nChanged 9852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10550 members 
Mstep: Class 2 contains 11196 members 
Entering Unmasked Estep 
Score: -2752146.000000 Penalty: 3245.835205
	Iteration 1F: 3 clusters Score -2752146 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10383 members 
Mstep: Class 2 contains 11363 members 
Entering Unmasked Estep 
Score: -2752484.500000 Penalty: 3245.835205
	Iteration 2Q: 3 clusters Score -2752484 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10129 members 
Mstep: Class 2 contains 11617 members 
Entering Unmasked Estep 
Score: -2752810.000000 Penalty: 3245.835205
	Iteration 3Q: 3 clusters Score -2752810 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9827 members 
Mstep: Class 2 contains 11919 members 
Entering Unmasked Estep 
Score: -2753169.750000 Penalty: 3245.835205
	Iteration 4Q: 3 clusters Score -2753170 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9384 members 
Mstep: Class 2 contains 12362 members 
Entering Unmasked Estep 
Score: -2753541.000000 Penalty: 3245.835205
	Iteration 5Q: 3 clusters Score -2753541 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8818 members 
Mstep: Class 2 contains 12928 members 
Entering Unmasked Estep 
Score: -2753913.750000 Penalty: 3245.835205
	Iteration 6Q: 3 clusters Score -2753914 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8089 members 
Mstep: Class 2 contains 13657 members 
Entering Unmasked Estep 
Score: -2754386.500000 Penalty: 3245.835205
	Iteration 7Q: 3 clusters Score -2754386 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7224 members 
Mstep: Class 2 contains 14522 members 
Entering Unmasked Estep 
Score: -2754949.750000 Penalty: 3245.835205
	Iteration 8Q: 3 clusters Score -2754950 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6233 members 
Mstep: Class 2 contains 15513 members 
Entering Unmasked Estep 
Score: -2755598.000000 Penalty: 3245.835205
	Iteration 9F: 3 clusters Score -2755598 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 16581 members 
Entering Unmasked Estep 
Score: -2756349.500000 Penalty: 3245.835205
	Iteration 10F: 3 clusters Score -2756350 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 17666 members 
Entering Unmasked Estep 
Score: -2757140.250000 Penalty: 3245.835205
	Iteration 11F: 3 clusters Score -2757140 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 18689 members 
Entering Unmasked Estep 
Score: -2757921.000000 Penalty: 3245.835205
	Iteration 12Q: 3 clusters Score -2757921 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 19541 members 
Entering Unmasked Estep 
Score: -2758642.500000 Penalty: 3245.835205
	Iteration 13Q: 3 clusters Score -2758642 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 20177 members 
Entering Unmasked Estep 
Score: -2759238.500000 Penalty: 3245.835205
	Iteration 14Q: 3 clusters Score -2759238 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 20602 members 
Entering Unmasked Estep 
Score: -2759622.500000 Penalty: 3245.835205
	Iteration 15Q: 3 clusters Score -2759622 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 20864 members 
Entering Unmasked Estep 
Score: -2759870.500000 Penalty: 3245.835205
	Iteration 16Q: 3 clusters Score -2759870 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 21022 members 
Entering Unmasked Estep 
Score: -2760043.750000 Penalty: 3245.835205
	Iteration 17Q: 3 clusters Score -2760044 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 21121 members 
Entering Unmasked Estep 
Score: -2760156.500000 Penalty: 3245.835205
	Iteration 18Q: 3 clusters Score -2760156 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 21182 members 
Entering Unmasked Estep 
Score: -2760228.250000 Penalty: 3245.835205
	Iteration 19Q: 3 clusters Score -2760228 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 21217 members 
Entering Unmasked Estep 
Score: -2760283.500000 Penalty: 3245.835205
	Iteration 20F: 3 clusters Score -2760284 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 21240 members 
Entering Unmasked Estep 
Score: -2760308.250000 Penalty: 3245.835205
	Iteration 21Q: 3 clusters Score -2760308 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 21247 members 
Entering Unmasked Estep 
Score: -2760319.500000 Penalty: 3245.835205
	Iteration 22Q: 3 clusters Score -2760320 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 21265 members 
Entering Unmasked Estep 
Score: -2760348.250000 Penalty: 3245.835205
	Iteration 23Q: 3 clusters Score -2760348 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 21271 members 
Entering Unmasked Estep 
Score: -2760356.000000 Penalty: 3245.835205
	Iteration 24Q: 3 clusters Score -2760356 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 21273 members 
Entering Unmasked Estep 
Score: -2760359.250000 Penalty: 3245.835205
	Iteration 25Q: 3 clusters Score -2760359 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 21272 members 
Entering Unmasked Estep 
Score: -2760365.500000 Penalty: 3245.835205
	Iteration 26Q: 3 clusters Score -2760366 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 21273 members 
Entering Unmasked Estep 
Score: -2760367.500000 Penalty: 3245.835205
	Iteration 27Q: 3 clusters Score -2760368 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 21275 members 
Entering Unmasked Estep 
Score: -2760369.000000 Penalty: 3245.835205
	Iteration 28Q: 3 clusters Score -2760369 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 21279 members 
Entering Unmasked Estep 
Score: -2760372.500000 Penalty: 3245.835205
	Iteration 29Q: 3 clusters Score -2760372 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 21284 members 
Entering Unmasked Estep 
Score: -2760372.750000 Penalty: 3245.835205
	Iteration 30Q: 3 clusters Score -2760373 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 21286 members 
Entering Unmasked Estep 
Score: -2760375.250000 Penalty: 3245.835205
	Iteration 31Q: 3 clusters Score -2760375 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 21290 members 
Entering Unmasked Estep 
Score: -2760378.750000 Penalty: 3245.835205
	Iteration 32Q: 3 clusters Score -2760379 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 21295 members 
Entering Unmasked Estep 
Score: -2760386.000000 Penalty: 3245.835205
	Iteration 33Q: 3 clusters Score -2760386 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 21300 members 
Entering Unmasked Estep 
Score: -2760393.250000 Penalty: 3245.835205
	Iteration 34Q: 3 clusters Score -2760393 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 21302 members 
Entering Unmasked Estep 
Score: -2760398.250000 Penalty: 3245.835205
	Iteration 35Q: 3 clusters Score -2760398 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 21305 members 
Entering Unmasked Estep 
Score: -2760401.750000 Penalty: 3245.835205
	Iteration 36Q: 3 clusters Score -2760402 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 21309 members 
Entering Unmasked Estep 
Score: -2760403.750000 Penalty: 3245.835205
	Iteration 37Q: 3 clusters Score -2760404 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 21309 members 
Entering Unmasked Estep 
Score: -2760403.750000 Penalty: 3245.835205
	Iteration 38F: 3 clusters Score -2760404 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (9391 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9391 members 
Entering Unmasked Estep 
Score: -1186162.125000 Penalty: 1486.469849
	Iteration 0F: 2 clusters Score -1186162 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -1179308.000000 Penalty: 2972.939697
	Iteration 0F: 3 clusters Score -1179308 nChanged 4077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -1181515.875000 Penalty: 2972.939697
	Iteration 1F: 3 clusters Score -1181516 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -1181818.500000 Penalty: 2972.939697
	Iteration 2F: 3 clusters Score -1181818 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -1182112.375000 Penalty: 2972.939697
	Iteration 3F: 3 clusters Score -1182112 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -1182446.750000 Penalty: 2972.939697
	Iteration 4F: 3 clusters Score -1182447 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 5027 members 
Entering Unmasked Estep 
Score: -1182867.875000 Penalty: 2972.939697
	Iteration 5F: 3 clusters Score -1182868 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -1183305.875000 Penalty: 2972.939697
	Iteration 6F: 3 clusters Score -1183306 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 5275 members 
Entering Unmasked Estep 
Score: -1183788.625000 Penalty: 2972.939697
	Iteration 7F: 3 clusters Score -1183789 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 5470 members 
Entering Unmasked Estep 
Score: -1184223.375000 Penalty: 2972.939697
	Iteration 8F: 3 clusters Score -1184223 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 5691 members 
Entering Unmasked Estep 
Score: -1184567.500000 Penalty: 2972.939697
	Iteration 9Q: 3 clusters Score -1184568 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 5917 members 
Entering Unmasked Estep 
Score: -1184848.250000 Penalty: 2972.939697
	Iteration 10Q: 3 clusters Score -1184848 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 6116 members 
Entering Unmasked Estep 
Score: -1185088.625000 Penalty: 2972.939697
	Iteration 11Q: 3 clusters Score -1185089 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 6295 members 
Entering Unmasked Estep 
Score: -1185279.625000 Penalty: 2972.939697
	Iteration 12Q: 3 clusters Score -1185280 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 6444 members 
Entering Unmasked Estep 
Score: -1185439.000000 Penalty: 2972.939697
	Iteration 13Q: 3 clusters Score -1185439 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 6585 members 
Entering Unmasked Estep 
Score: -1185560.875000 Penalty: 2972.939697
	Iteration 14Q: 3 clusters Score -1185561 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 6690 members 
Entering Unmasked Estep 
Score: -1185642.250000 Penalty: 2972.939697
	Iteration 15Q: 3 clusters Score -1185642 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 6775 members 
Entering Unmasked Estep 
Score: -1185702.125000 Penalty: 2972.939697
	Iteration 16Q: 3 clusters Score -1185702 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 6839 members 
Entering Unmasked Estep 
Score: -1185744.625000 Penalty: 2972.939697
	Iteration 17Q: 3 clusters Score -1185745 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 6878 members 
Entering Unmasked Estep 
Score: -1185765.500000 Penalty: 2972.939697
	Iteration 18Q: 3 clusters Score -1185766 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 6912 members 
Entering Unmasked Estep 
Score: -1185785.375000 Penalty: 2972.939697
	Iteration 19Q: 3 clusters Score -1185785 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 6946 members 
Entering Unmasked Estep 
Score: -1185807.625000 Penalty: 2972.939697
	Iteration 20F: 3 clusters Score -1185808 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 6972 members 
Entering Unmasked Estep 
Score: -1185822.625000 Penalty: 2972.939697
	Iteration 21Q: 3 clusters Score -1185823 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 6994 members 
Entering Unmasked Estep 
Score: -1185835.125000 Penalty: 2972.939697
	Iteration 22Q: 3 clusters Score -1185835 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 7010 members 
Entering Unmasked Estep 
Score: -1185840.875000 Penalty: 2972.939697
	Iteration 23Q: 3 clusters Score -1185841 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 7029 members 
Entering Unmasked Estep 
Score: -1185849.375000 Penalty: 2972.939697
	Iteration 24Q: 3 clusters Score -1185849 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 7048 members 
Entering Unmasked Estep 
Score: -1185856.375000 Penalty: 2972.939697
	Iteration 25Q: 3 clusters Score -1185856 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 7070 members 
Entering Unmasked Estep 
Score: -1185867.750000 Penalty: 2972.939697
	Iteration 26Q: 3 clusters Score -1185868 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 7095 members 
Entering Unmasked Estep 
Score: -1185872.875000 Penalty: 2972.939697
	Iteration 27Q: 3 clusters Score -1185873 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 7105 members 
Entering Unmasked Estep 
Score: -1185876.250000 Penalty: 2972.939697
	Iteration 28Q: 3 clusters Score -1185876 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 7111 members 
Entering Unmasked Estep 
Score: -1185878.250000 Penalty: 2972.939697
	Iteration 29Q: 3 clusters Score -1185878 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 7115 members 
Entering Unmasked Estep 
Score: -1185879.625000 Penalty: 2972.939697
	Iteration 30Q: 3 clusters Score -1185880 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 7122 members 
Entering Unmasked Estep 
Score: -1185881.375000 Penalty: 2972.939697
	Iteration 31Q: 3 clusters Score -1185881 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 7130 members 
Entering Unmasked Estep 
Score: -1185882.250000 Penalty: 2972.939697
	Iteration 32Q: 3 clusters Score -1185882 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 7132 members 
Entering Unmasked Estep 
Score: -1185882.125000 Penalty: 2972.939697
	Iteration 33Q: 3 clusters Score -1185882 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 7135 members 
Entering Unmasked Estep 
Score: -1185884.125000 Penalty: 2972.939697
	Iteration 34Q: 3 clusters Score -1185884 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 7135 members 
Entering Unmasked Estep 
Score: -1185884.125000 Penalty: 2972.939697
	Iteration 35F: 3 clusters Score -1185884 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (1769 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Entering Unmasked Estep 
Score: -220421.406250 Penalty: 1215.202637
	Iteration 0F: 2 clusters Score -220421.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -218463.453125 Penalty: 2430.405273
	Iteration 0F: 3 clusters Score -218463.5 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -218868.296875 Penalty: 2430.405273
	Iteration 1F: 3 clusters Score -218868.3 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -218945.562500 Penalty: 2430.405273
	Iteration 2F: 3 clusters Score -218945.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -218992.937500 Penalty: 2430.405273
	Iteration 3Q: 3 clusters Score -218992.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -219027.062500 Penalty: 2430.405273
	Iteration 4Q: 3 clusters Score -219027.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -219049.734375 Penalty: 2430.405273
	Iteration 5Q: 3 clusters Score -219049.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -219063.265625 Penalty: 2430.405273
	Iteration 6Q: 3 clusters Score -219063.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -219070.968750 Penalty: 2430.405273
	Iteration 7Q: 3 clusters Score -219071 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -219074.687500 Penalty: 2430.405273
	Iteration 8Q: 3 clusters Score -219074.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -219077.281250 Penalty: 2430.405273
	Iteration 9Q: 3 clusters Score -219077.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -219082.265625 Penalty: 2430.405273
	Iteration 10Q: 3 clusters Score -219082.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -219088.656250 Penalty: 2430.405273
	Iteration 11Q: 3 clusters Score -219088.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -219091.031250 Penalty: 2430.405273
	Iteration 12Q: 3 clusters Score -219091 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -219094.875000 Penalty: 2430.405273
	Iteration 13Q: 3 clusters Score -219094.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -219097.281250 Penalty: 2430.405273
	Iteration 14Q: 3 clusters Score -219097.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -219101.187500 Penalty: 2430.405273
	Iteration 15Q: 3 clusters Score -219101.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -219104.296875 Penalty: 2430.405273
	Iteration 16Q: 3 clusters Score -219104.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -219106.640625 Penalty: 2430.405273
	Iteration 17Q: 3 clusters Score -219106.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -219112.015625 Penalty: 2430.405273
	Iteration 18Q: 3 clusters Score -219112 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -219119.625000 Penalty: 2430.405273
	Iteration 19Q: 3 clusters Score -219119.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -219128.250000 Penalty: 2430.405273
	Iteration 20F: 3 clusters Score -219128.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -219133.328125 Penalty: 2430.405273
	Iteration 21Q: 3 clusters Score -219133.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -219136.968750 Penalty: 2430.405273
	Iteration 22Q: 3 clusters Score -219137 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -219142.750000 Penalty: 2430.405273
	Iteration 23Q: 3 clusters Score -219142.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -219145.937500 Penalty: 2430.405273
	Iteration 24Q: 3 clusters Score -219145.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -219151.015625 Penalty: 2430.405273
	Iteration 25Q: 3 clusters Score -219151 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -219157.296875 Penalty: 2430.405273
	Iteration 26Q: 3 clusters Score -219157.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -219166.234375 Penalty: 2430.405273
	Iteration 27Q: 3 clusters Score -219166.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -219173.828125 Penalty: 2430.405273
	Iteration 28Q: 3 clusters Score -219173.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -219178.890625 Penalty: 2430.405273
	Iteration 29Q: 3 clusters Score -219178.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -219181.359375 Penalty: 2430.405273
	Iteration 30Q: 3 clusters Score -219181.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -219183.937500 Penalty: 2430.405273
	Iteration 31Q: 3 clusters Score -219183.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -219188.859375 Penalty: 2430.405273
	Iteration 32Q: 3 clusters Score -219188.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -219193.562500 Penalty: 2430.405273
	Iteration 33Q: 3 clusters Score -219193.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -219199.375000 Penalty: 2430.405273
	Iteration 34Q: 3 clusters Score -219199.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -219206.765625 Penalty: 2430.405273
	Iteration 35Q: 3 clusters Score -219206.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -219214.343750 Penalty: 2430.405273
	Iteration 36Q: 3 clusters Score -219214.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -219220.265625 Penalty: 2430.405273
	Iteration 37Q: 3 clusters Score -219220.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -219227.468750 Penalty: 2430.405273
	Iteration 38Q: 3 clusters Score -219227.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -219233.375000 Penalty: 2430.405273
	Iteration 39Q: 3 clusters Score -219233.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -219243.515625 Penalty: 2430.405273
	Iteration 40F: 3 clusters Score -219243.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -219251.640625 Penalty: 2430.405273
	Iteration 41Q: 3 clusters Score -219251.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -219263.921875 Penalty: 2430.405273
	Iteration 42Q: 3 clusters Score -219263.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -219283.562500 Penalty: 2430.405273
	Iteration 43Q: 3 clusters Score -219283.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -219299.765625 Penalty: 2430.405273
	Iteration 44Q: 3 clusters Score -219299.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -219313.109375 Penalty: 2430.405273
	Iteration 45Q: 3 clusters Score -219313.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -219324.421875 Penalty: 2430.405273
	Iteration 46Q: 3 clusters Score -219324.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -219329.312500 Penalty: 2430.405273
	Iteration 47Q: 3 clusters Score -219329.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -219336.156250 Penalty: 2430.405273
	Iteration 48Q: 3 clusters Score -219336.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -219345.218750 Penalty: 2430.405273
	Iteration 49Q: 3 clusters Score -219345.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -219354.093750 Penalty: 2430.405273
	Iteration 50Q: 3 clusters Score -219354.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -219360.625000 Penalty: 2430.405273
	Iteration 51Q: 3 clusters Score -219360.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -219366.203125 Penalty: 2430.405273
	Iteration 52Q: 3 clusters Score -219366.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -219371.671875 Penalty: 2430.405273
	Iteration 53Q: 3 clusters Score -219371.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -219375.031250 Penalty: 2430.405273
	Iteration 54Q: 3 clusters Score -219375 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -219376.890625 Penalty: 2430.405273
	Iteration 55Q: 3 clusters Score -219376.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -219379.671875 Penalty: 2430.405273
	Iteration 56Q: 3 clusters Score -219379.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -219382.906250 Penalty: 2430.405273
	Iteration 57Q: 3 clusters Score -219382.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -219384.609375 Penalty: 2430.405273
	Iteration 58Q: 3 clusters Score -219384.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -219386.671875 Penalty: 2430.405273
	Iteration 59Q: 3 clusters Score -219386.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -219387.296875 Penalty: 2430.405273
	Iteration 60F: 3 clusters Score -219387.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (21170 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21170 members 
Entering Unmasked Estep 
Score: -2727814.500000 Penalty: 1618.555298
	Iteration 0F: 2 clusters Score -2727814 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10602 members 
Mstep: Class 2 contains 10568 members 
Entering Unmasked Estep 
Score: -2713390.750000 Penalty: 3237.110596
	Iteration 0F: 3 clusters Score -2713391 nChanged 9589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10901 members 
Mstep: Class 2 contains 10269 members 
Entering Unmasked Estep 
Score: -2718805.250000 Penalty: 3237.110596
	Iteration 1F: 3 clusters Score -2718805 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11091 members 
Mstep: Class 2 contains 10079 members 
Entering Unmasked Estep 
Score: -2719307.000000 Penalty: 3237.110596
	Iteration 2F: 3 clusters Score -2719307 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11377 members 
Mstep: Class 2 contains 9793 members 
Entering Unmasked Estep 
Score: -2719910.750000 Penalty: 3237.110596
	Iteration 3F: 3 clusters Score -2719911 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11746 members 
Mstep: Class 2 contains 9424 members 
Entering Unmasked Estep 
Score: -2720567.250000 Penalty: 3237.110596
	Iteration 4F: 3 clusters Score -2720567 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12203 members 
Mstep: Class 2 contains 8967 members 
Entering Unmasked Estep 
Score: -2721253.750000 Penalty: 3237.110596
	Iteration 5F: 3 clusters Score -2721254 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12646 members 
Mstep: Class 2 contains 8524 members 
Entering Unmasked Estep 
Score: -2721899.000000 Penalty: 3237.110596
	Iteration 6F: 3 clusters Score -2721899 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13046 members 
Mstep: Class 2 contains 8124 members 
Entering Unmasked Estep 
Score: -2722447.250000 Penalty: 3237.110596
	Iteration 7F: 3 clusters Score -2722447 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13456 members 
Mstep: Class 2 contains 7714 members 
Entering Unmasked Estep 
Score: -2722952.250000 Penalty: 3237.110596
	Iteration 8Q: 3 clusters Score -2722952 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13815 members 
Mstep: Class 2 contains 7355 members 
Entering Unmasked Estep 
Score: -2723417.250000 Penalty: 3237.110596
	Iteration 9Q: 3 clusters Score -2723417 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14161 members 
Mstep: Class 2 contains 7009 members 
Entering Unmasked Estep 
Score: -2723857.000000 Penalty: 3237.110596
	Iteration 10Q: 3 clusters Score -2723857 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14502 members 
Mstep: Class 2 contains 6668 members 
Entering Unmasked Estep 
Score: -2724339.000000 Penalty: 3237.110596
	Iteration 11Q: 3 clusters Score -2724339 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14810 members 
Mstep: Class 2 contains 6360 members 
Entering Unmasked Estep 
Score: -2724735.000000 Penalty: 3237.110596
	Iteration 12Q: 3 clusters Score -2724735 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15116 members 
Mstep: Class 2 contains 6054 members 
Entering Unmasked Estep 
Score: -2725037.000000 Penalty: 3237.110596
	Iteration 13Q: 3 clusters Score -2725037 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15392 members 
Mstep: Class 2 contains 5778 members 
Entering Unmasked Estep 
Score: -2725253.250000 Penalty: 3237.110596
	Iteration 14Q: 3 clusters Score -2725253 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15648 members 
Mstep: Class 2 contains 5522 members 
Entering Unmasked Estep 
Score: -2725402.250000 Penalty: 3237.110596
	Iteration 15Q: 3 clusters Score -2725402 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15868 members 
Mstep: Class 2 contains 5302 members 
Entering Unmasked Estep 
Score: -2725527.500000 Penalty: 3237.110596
	Iteration 16Q: 3 clusters Score -2725528 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16051 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -2725619.250000 Penalty: 3237.110596
	Iteration 17Q: 3 clusters Score -2725619 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16224 members 
Mstep: Class 2 contains 4946 members 
Entering Unmasked Estep 
Score: -2725680.500000 Penalty: 3237.110596
	Iteration 18Q: 3 clusters Score -2725680 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16362 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -2725716.250000 Penalty: 3237.110596
	Iteration 19Q: 3 clusters Score -2725716 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16492 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -2725748.000000 Penalty: 3237.110596
	Iteration 20F: 3 clusters Score -2725748 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16607 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -2725781.750000 Penalty: 3237.110596
	Iteration 21Q: 3 clusters Score -2725782 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16722 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -2725809.250000 Penalty: 3237.110596
	Iteration 22Q: 3 clusters Score -2725809 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16834 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -2725821.000000 Penalty: 3237.110596
	Iteration 23Q: 3 clusters Score -2725821 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16938 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -2725852.750000 Penalty: 3237.110596
	Iteration 24Q: 3 clusters Score -2725853 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17049 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -2725891.000000 Penalty: 3237.110596
	Iteration 25Q: 3 clusters Score -2725891 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17166 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -2725908.000000 Penalty: 3237.110596
	Iteration 26Q: 3 clusters Score -2725908 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17266 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -2725927.500000 Penalty: 3237.110596
	Iteration 27Q: 3 clusters Score -2725928 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17355 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -2725952.250000 Penalty: 3237.110596
	Iteration 28Q: 3 clusters Score -2725952 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17441 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -2725969.000000 Penalty: 3237.110596
	Iteration 29Q: 3 clusters Score -2725969 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17531 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -2726003.750000 Penalty: 3237.110596
	Iteration 30Q: 3 clusters Score -2726004 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17632 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -2726038.500000 Penalty: 3237.110596
	Iteration 31Q: 3 clusters Score -2726038 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17734 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -2726071.750000 Penalty: 3237.110596
	Iteration 32Q: 3 clusters Score -2726072 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17832 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -2726097.500000 Penalty: 3237.110596
	Iteration 33Q: 3 clusters Score -2726098 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17917 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -2726117.250000 Penalty: 3237.110596
	Iteration 34Q: 3 clusters Score -2726117 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17993 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -2726133.500000 Penalty: 3237.110596
	Iteration 35Q: 3 clusters Score -2726134 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18070 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -2726155.750000 Penalty: 3237.110596
	Iteration 36Q: 3 clusters Score -2726156 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18161 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -2726179.750000 Penalty: 3237.110596
	Iteration 37Q: 3 clusters Score -2726180 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18247 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -2726201.000000 Penalty: 3237.110596
	Iteration 38Q: 3 clusters Score -2726201 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18338 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -2726230.250000 Penalty: 3237.110596
	Iteration 39Q: 3 clusters Score -2726230 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18435 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -2726262.000000 Penalty: 3237.110596
	Iteration 40F: 3 clusters Score -2726262 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18526 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -2726288.750000 Penalty: 3237.110596
	Iteration 41Q: 3 clusters Score -2726289 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18619 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -2726330.250000 Penalty: 3237.110596
	Iteration 42Q: 3 clusters Score -2726330 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18714 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -2726352.250000 Penalty: 3237.110596
	Iteration 43Q: 3 clusters Score -2726352 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18814 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -2726407.500000 Penalty: 3237.110596
	Iteration 44Q: 3 clusters Score -2726408 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18916 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -2726451.250000 Penalty: 3237.110596
	Iteration 45Q: 3 clusters Score -2726451 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19018 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -2726493.750000 Penalty: 3237.110596
	Iteration 46Q: 3 clusters Score -2726494 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19103 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -2726545.250000 Penalty: 3237.110596
	Iteration 47Q: 3 clusters Score -2726545 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19205 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -2726610.500000 Penalty: 3237.110596
	Iteration 48Q: 3 clusters Score -2726610 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19291 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -2726688.250000 Penalty: 3237.110596
	Iteration 49Q: 3 clusters Score -2726688 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19385 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -2726789.000000 Penalty: 3237.110596
	Iteration 50Q: 3 clusters Score -2726789 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19489 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -2726936.000000 Penalty: 3237.110596
	Iteration 51Q: 3 clusters Score -2726936 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19552 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -2727045.000000 Penalty: 3237.110596
	Iteration 52Q: 3 clusters Score -2727045 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19590 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -2727106.250000 Penalty: 3237.110596
	Iteration 53Q: 3 clusters Score -2727106 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19613 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -2727154.000000 Penalty: 3237.110596
	Iteration 54Q: 3 clusters Score -2727154 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19639 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -2727178.750000 Penalty: 3237.110596
	Iteration 55Q: 3 clusters Score -2727179 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19660 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -2727189.250000 Penalty: 3237.110596
	Iteration 56Q: 3 clusters Score -2727189 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19676 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -2727205.250000 Penalty: 3237.110596
	Iteration 57Q: 3 clusters Score -2727205 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19680 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -2727209.000000 Penalty: 3237.110596
	Iteration 58Q: 3 clusters Score -2727209 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19687 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -2727210.250000 Penalty: 3237.110596
	Iteration 59Q: 3 clusters Score -2727210 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19694 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -2727215.750000 Penalty: 3237.110596
	Iteration 60F: 3 clusters Score -2727216 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19703 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -2727215.250000 Penalty: 3237.110596
	Iteration 61Q: 3 clusters Score -2727215 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19708 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -2727213.750000 Penalty: 3237.110596
	Iteration 62Q: 3 clusters Score -2727214 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19713 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -2727214.750000 Penalty: 3237.110596
	Iteration 63Q: 3 clusters Score -2727215 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19715 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -2727218.750000 Penalty: 3237.110596
	Iteration 64Q: 3 clusters Score -2727219 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19719 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -2727222.250000 Penalty: 3237.110596
	Iteration 65Q: 3 clusters Score -2727222 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19721 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -2727223.750000 Penalty: 3237.110596
	Iteration 66Q: 3 clusters Score -2727224 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19725 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -2727224.250000 Penalty: 3237.110596
	Iteration 67Q: 3 clusters Score -2727224 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19724 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -2727225.750000 Penalty: 3237.110596
	Iteration 68Q: 3 clusters Score -2727226 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19726 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -2727229.500000 Penalty: 3237.110596
	Iteration 69Q: 3 clusters Score -2727230 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19726 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -2727229.500000 Penalty: 3237.110596
	Iteration 70F: 3 clusters Score -2727230 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (35309 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35309 members 
Entering Unmasked Estep 
Score: -4195693.500000 Penalty: 1701.682617
	Iteration 0F: 2 clusters Score -4195694 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17570 members 
Mstep: Class 2 contains 17739 members 
Entering Unmasked Estep 
Score: -4172024.750000 Penalty: 3403.365234
	Iteration 0F: 3 clusters Score -4172025 nChanged 16329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16723 members 
Mstep: Class 2 contains 18586 members 
Entering Unmasked Estep 
Score: -4181380.000000 Penalty: 3403.365234
	Iteration 1F: 3 clusters Score -4181380 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16206 members 
Mstep: Class 2 contains 19103 members 
Entering Unmasked Estep 
Score: -4181972.750000 Penalty: 3403.365234
	Iteration 2Q: 3 clusters Score -4181973 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15475 members 
Mstep: Class 2 contains 19834 members 
Entering Unmasked Estep 
Score: -4182717.250000 Penalty: 3403.365234
	Iteration 3Q: 3 clusters Score -4182717 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14423 members 
Mstep: Class 2 contains 20886 members 
Entering Unmasked Estep 
Score: -4183732.750000 Penalty: 3403.365234
	Iteration 4F: 3 clusters Score -4183733 nChanged 2050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13103 members 
Mstep: Class 2 contains 22206 members 
Entering Unmasked Estep 
Score: -4184975.500000 Penalty: 3403.365234
	Iteration 5F: 3 clusters Score -4184976 nChanged 2216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11545 members 
Mstep: Class 2 contains 23764 members 
Entering Unmasked Estep 
Score: -4186616.000000 Penalty: 3403.365234
	Iteration 6F: 3 clusters Score -4186616 nChanged 2261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9856 members 
Mstep: Class 2 contains 25453 members 
Entering Unmasked Estep 
Score: -4188561.250000 Penalty: 3403.365234
	Iteration 7F: 3 clusters Score -4188561 nChanged 2057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8323 members 
Mstep: Class 2 contains 26986 members 
Entering Unmasked Estep 
Score: -4190349.000000 Penalty: 3403.365234
	Iteration 8F: 3 clusters Score -4190349 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7080 members 
Mstep: Class 2 contains 28229 members 
Entering Unmasked Estep 
Score: -4191851.000000 Penalty: 3403.365234
	Iteration 9Q: 3 clusters Score -4191851 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6129 members 
Mstep: Class 2 contains 29180 members 
Entering Unmasked Estep 
Score: -4192791.500000 Penalty: 3403.365234
	Iteration 10Q: 3 clusters Score -4192792 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5414 members 
Mstep: Class 2 contains 29895 members 
Entering Unmasked Estep 
Score: -4193284.000000 Penalty: 3403.365234
	Iteration 11Q: 3 clusters Score -4193284 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 30454 members 
Entering Unmasked Estep 
Score: -4193643.000000 Penalty: 3403.365234
	Iteration 12Q: 3 clusters Score -4193643 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 30950 members 
Entering Unmasked Estep 
Score: -4193890.750000 Penalty: 3403.365234
	Iteration 13Q: 3 clusters Score -4193891 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 31385 members 
Entering Unmasked Estep 
Score: -4194081.000000 Penalty: 3403.365234
	Iteration 14Q: 3 clusters Score -4194081 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 31759 members 
Entering Unmasked Estep 
Score: -4194254.000000 Penalty: 3403.365234
	Iteration 15Q: 3 clusters Score -4194254 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 32079 members 
Entering Unmasked Estep 
Score: -4194385.000000 Penalty: 3403.365234
	Iteration 16Q: 3 clusters Score -4194385 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 32332 members 
Entering Unmasked Estep 
Score: -4194470.500000 Penalty: 3403.365234
	Iteration 17Q: 3 clusters Score -4194470 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 32538 members 
Entering Unmasked Estep 
Score: -4194556.000000 Penalty: 3403.365234
	Iteration 18Q: 3 clusters Score -4194556 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 32718 members 
Entering Unmasked Estep 
Score: -4194643.000000 Penalty: 3403.365234
	Iteration 19Q: 3 clusters Score -4194643 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 32877 members 
Entering Unmasked Estep 
Score: -4194702.500000 Penalty: 3403.365234
	Iteration 20F: 3 clusters Score -4194702 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 32993 members 
Entering Unmasked Estep 
Score: -4194765.500000 Penalty: 3403.365234
	Iteration 21Q: 3 clusters Score -4194766 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 33096 members 
Entering Unmasked Estep 
Score: -4194800.500000 Penalty: 3403.365234
	Iteration 22Q: 3 clusters Score -4194800 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 33207 members 
Entering Unmasked Estep 
Score: -4194854.500000 Penalty: 3403.365234
	Iteration 23Q: 3 clusters Score -4194854 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 33299 members 
Entering Unmasked Estep 
Score: -4194885.500000 Penalty: 3403.365234
	Iteration 24Q: 3 clusters Score -4194886 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 33369 members 
Entering Unmasked Estep 
Score: -4194902.000000 Penalty: 3403.365234
	Iteration 25Q: 3 clusters Score -4194902 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 33421 members 
Entering Unmasked Estep 
Score: -4194922.000000 Penalty: 3403.365234
	Iteration 26Q: 3 clusters Score -4194922 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 33460 members 
Entering Unmasked Estep 
Score: -4194933.500000 Penalty: 3403.365234
	Iteration 27Q: 3 clusters Score -4194934 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 33491 members 
Entering Unmasked Estep 
Score: -4194947.000000 Penalty: 3403.365234
	Iteration 28Q: 3 clusters Score -4194947 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 33514 members 
Entering Unmasked Estep 
Score: -4194948.500000 Penalty: 3403.365234
	Iteration 29Q: 3 clusters Score -4194948 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 33532 members 
Entering Unmasked Estep 
Score: -4194955.000000 Penalty: 3403.365234
	Iteration 30Q: 3 clusters Score -4194955 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 33545 members 
Entering Unmasked Estep 
Score: -4194950.500000 Penalty: 3403.365234
	Iteration 31Q: 3 clusters Score -4194950 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 33554 members 
Entering Unmasked Estep 
Score: -4194960.000000 Penalty: 3403.365234
	Iteration 32Q: 3 clusters Score -4194960 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 33559 members 
Entering Unmasked Estep 
Score: -4194960.000000 Penalty: 3403.365234
	Iteration 33Q: 3 clusters Score -4194960 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 33570 members 
Entering Unmasked Estep 
Score: -4194960.500000 Penalty: 3403.365234
	Iteration 34Q: 3 clusters Score -4194960 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 33576 members 
Entering Unmasked Estep 
Score: -4194964.000000 Penalty: 3403.365234
	Iteration 35Q: 3 clusters Score -4194964 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 33579 members 
Entering Unmasked Estep 
Score: -4194969.500000 Penalty: 3403.365234
	Iteration 36Q: 3 clusters Score -4194970 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 33581 members 
Entering Unmasked Estep 
Score: -4194970.500000 Penalty: 3403.365234
	Iteration 37Q: 3 clusters Score -4194970 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 33583 members 
Entering Unmasked Estep 
Score: -4194967.500000 Penalty: 3403.365234
	Iteration 38Q: 3 clusters Score -4194968 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 33585 members 
Entering Unmasked Estep 
Score: -4194968.500000 Penalty: 3403.365234
	Iteration 39Q: 3 clusters Score -4194968 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 33586 members 
Entering Unmasked Estep 
Score: -4194971.000000 Penalty: 3403.365234
	Iteration 40F: 3 clusters Score -4194971 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 33587 members 
Entering Unmasked Estep 
Score: -4194972.000000 Penalty: 3403.365234
	Iteration 41Q: 3 clusters Score -4194972 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 33589 members 
Entering Unmasked Estep 
Score: -4194968.500000 Penalty: 3403.365234
	Iteration 42Q: 3 clusters Score -4194968 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 33591 members 
Entering Unmasked Estep 
Score: -4194970.000000 Penalty: 3403.365234
	Iteration 43Q: 3 clusters Score -4194970 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 33594 members 
Entering Unmasked Estep 
Score: -4194972.000000 Penalty: 3403.365234
	Iteration 44Q: 3 clusters Score -4194972 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 33598 members 
Entering Unmasked Estep 
Score: -4194972.000000 Penalty: 3403.365234
	Iteration 45Q: 3 clusters Score -4194972 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 33602 members 
Entering Unmasked Estep 
Score: -4194976.500000 Penalty: 3403.365234
	Iteration 46Q: 3 clusters Score -4194976 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 33609 members 
Entering Unmasked Estep 
Score: -4194976.000000 Penalty: 3403.365234
	Iteration 47Q: 3 clusters Score -4194976 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 33611 members 
Entering Unmasked Estep 
Score: -4194976.500000 Penalty: 3403.365234
	Iteration 48Q: 3 clusters Score -4194976 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 33613 members 
Entering Unmasked Estep 
Score: -4194974.500000 Penalty: 3403.365234
	Iteration 49Q: 3 clusters Score -4194974 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 33614 members 
Entering Unmasked Estep 
Score: -4194974.000000 Penalty: 3403.365234
	Iteration 50Q: 3 clusters Score -4194974 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 33614 members 
Entering Unmasked Estep 
Score: -4194974.000000 Penalty: 3403.365234
	Iteration 51F: 3 clusters Score -4194974 nChanged 0
20->50 Clusters: Score -100305072.000000, best is 100000003318135351409612647563264.000000
THE BEST YET!

Starting from 21 clusters...
--- Clustering full data set of 820631 points ---
Entering CEM 
Assigned 21 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41236 members 
Mstep: Class 2 contains 41005 members 
Mstep: Class 3 contains 41160 members 
Mstep: Class 4 contains 40999 members 
Mstep: Class 5 contains 41024 members 
Mstep: Class 6 contains 40839 members 
Mstep: Class 7 contains 40829 members 
Mstep: Class 8 contains 41197 members 
Mstep: Class 9 contains 41295 members 
Mstep: Class 10 contains 40996 members 
Mstep: Class 11 contains 41048 members 
Mstep: Class 12 contains 40875 members 
Mstep: Class 13 contains 40969 members 
Mstep: Class 14 contains 40920 members 
Mstep: Class 15 contains 41024 members 
Mstep: Class 16 contains 41179 members 
Mstep: Class 17 contains 41040 members 
Mstep: Class 18 contains 40970 members 
Mstep: Class 19 contains 41126 members 
Mstep: Class 20 contains 40900 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 13. Lose 797.988953 but Gain 2212.894531
Score: -95437392.000000 Penalty: 42045.046875
Iteration 0F: 20 clusters Score -9.543739e+07 nChanged 778327
Entering Unmasked Mstep 
Mstep: Class 0 contains 776 members 
Mstep: Class 1 contains 21716 members 
Mstep: Class 2 contains 51141 members 
Mstep: Class 3 contains 21740 members 
Mstep: Class 4 contains 38413 members 
Mstep: Class 5 contains 22811 members 
Mstep: Class 6 contains 49025 members 
Mstep: Class 7 contains 32599 members 
Mstep: Class 8 contains 126872 members 
Mstep: Class 9 contains 15539 members 
Mstep: Class 10 contains 12401 members 
Mstep: Class 11 contains 49172 members 
Mstep: Class 12 contains 24167 members 
Mstep: Class 14 contains 30456 members 
Mstep: Class 15 contains 20142 members 
Mstep: Class 16 contains 30869 members 
Mstep: Class 17 contains 47615 members 
Mstep: Class 18 contains 28077 members 
Mstep: Class 19 contains 30130 members 
Mstep: Class 20 contains 166970 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -97982256.000000 Penalty: 42045.046875
Iteration 1F: 20 clusters Score -9.798226e+07 nChanged 366268
Entering Unmasked Mstep 
Mstep: Class 0 contains 378 members 
Mstep: Class 1 contains 21885 members 
Mstep: Class 2 contains 42960 members 
Mstep: Class 3 contains 31855 members 
Mstep: Class 4 contains 27748 members 
Mstep: Class 5 contains 14679 members 
Mstep: Class 6 contains 33985 members 
Mstep: Class 7 contains 20848 members 
Mstep: Class 8 contains 124816 members 
Mstep: Class 9 contains 16441 members 
Mstep: Class 10 contains 7225 members 
Mstep: Class 11 contains 80155 members 
Mstep: Class 12 contains 12238 members 
Mstep: Class 14 contains 33158 members 
Mstep: Class 15 contains 20817 members 
Mstep: Class 16 contains 20058 members 
Mstep: Class 17 contains 33286 members 
Mstep: Class 18 contains 21540 members 
Mstep: Class 19 contains 20687 members 
Mstep: Class 20 contains 235872 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98875032.000000 Penalty: 42045.046875
Iteration 2F: 20 clusters Score -9.887503e+07 nChanged 230475
Entering Unmasked Mstep 
Mstep: Class 0 contains 222 members 
Mstep: Class 1 contains 24789 members 
Mstep: Class 2 contains 58613 members 
Mstep: Class 3 contains 36749 members 
Mstep: Class 4 contains 26090 members 
Mstep: Class 5 contains 13737 members 
Mstep: Class 6 contains 25725 members 
Mstep: Class 7 contains 13780 members 
Mstep: Class 8 contains 108008 members 
Mstep: Class 9 contains 24162 members 
Mstep: Class 10 contains 4753 members 
Mstep: Class 11 contains 108009 members 
Mstep: Class 12 contains 7263 members 
Mstep: Class 14 contains 37718 members 
Mstep: Class 15 contains 16784 members 
Mstep: Class 16 contains 16636 members 
Mstep: Class 17 contains 27502 members 
Mstep: Class 18 contains 19528 members 
Mstep: Class 19 contains 16690 members 
Mstep: Class 20 contains 233873 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -99294240.000000 Penalty: 42045.046875
Iteration 3F: 20 clusters Score -9.929424e+07 nChanged 145620
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 25091 members 
Mstep: Class 2 contains 70566 members 
Mstep: Class 3 contains 35634 members 
Mstep: Class 4 contains 31041 members 
Mstep: Class 5 contains 16659 members 
Mstep: Class 6 contains 20731 members 
Mstep: Class 7 contains 11192 members 
Mstep: Class 8 contains 92619 members 
Mstep: Class 9 contains 31919 members 
Mstep: Class 10 contains 3852 members 
Mstep: Class 11 contains 116793 members 
Mstep: Class 12 contains 5442 members 
Mstep: Class 14 contains 38448 members 
Mstep: Class 15 contains 11678 members 
Mstep: Class 16 contains 15743 members 
Mstep: Class 17 contains 27242 members 
Mstep: Class 18 contains 20535 members 
Mstep: Class 19 contains 15627 members 
Mstep: Class 20 contains 229639 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -99505200.000000 Penalty: 42045.046875
Iteration 4F: 20 clusters Score -9.95052e+07 nChanged 96478
Entering Unmasked Mstep 
Mstep: Class 0 contains 162 members 
Mstep: Class 1 contains 24273 members 
Mstep: Class 2 contains 72331 members 
Mstep: Class 3 contains 33981 members 
Mstep: Class 4 contains 38600 members 
Mstep: Class 5 contains 19195 members 
Mstep: Class 6 contains 18483 members 
Mstep: Class 7 contains 11142 members 
Mstep: Class 8 contains 85651 members 
Mstep: Class 9 contains 36424 members 
Mstep: Class 10 contains 4120 members 
Mstep: Class 11 contains 118224 members 
Mstep: Class 12 contains 4922 members 
Mstep: Class 14 contains 37480 members 
Mstep: Class 15 contains 7645 members 
Mstep: Class 16 contains 16312 members 
Mstep: Class 17 contains 27721 members 
Mstep: Class 18 contains 21420 members 
Mstep: Class 19 contains 16655 members 
Mstep: Class 20 contains 225890 members 
Entering Unmasked Estep 
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Iteration 5F: 20 clusters Score -9.961771e+07 nChanged 67103
Entering Unmasked Mstep 
Mstep: Class 0 contains 129 members 
Mstep: Class 1 contains 23298 members 
Mstep: Class 2 contains 71226 members 
Mstep: Class 3 contains 32916 members 
Mstep: Class 4 contains 45174 members 
Mstep: Class 5 contains 20750 members 
Mstep: Class 6 contains 17689 members 
Mstep: Class 7 contains 12636 members 
Mstep: Class 8 contains 83326 members 
Mstep: Class 9 contains 38889 members 
Mstep: Class 10 contains 5354 members 
Mstep: Class 11 contains 116565 members 
Mstep: Class 12 contains 4600 members 
Mstep: Class 14 contains 35783 members 
Mstep: Class 15 contains 5590 members 
Mstep: Class 16 contains 16565 members 
Mstep: Class 17 contains 28332 members 
Mstep: Class 18 contains 21704 members 
Mstep: Class 19 contains 18696 members 
Mstep: Class 20 contains 221409 members 
Entering Unmasked Estep 
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Iteration 6F: 20 clusters Score -9.968443e+07 nChanged 51049
Entering Unmasked Mstep 
Mstep: Class 0 contains 102 members 
Mstep: Class 1 contains 22346 members 
Mstep: Class 2 contains 69303 members 
Mstep: Class 3 contains 32201 members 
Mstep: Class 4 contains 50307 members 
Mstep: Class 5 contains 21668 members 
Mstep: Class 6 contains 17422 members 
Mstep: Class 7 contains 15342 members 
Mstep: Class 8 contains 81812 members 
Mstep: Class 9 contains 40548 members 
Mstep: Class 10 contains 7620 members 
Mstep: Class 11 contains 113513 members 
Mstep: Class 12 contains 4358 members 
Mstep: Class 14 contains 34100 members 
Mstep: Class 15 contains 4384 members 
Mstep: Class 16 contains 16259 members 
Mstep: Class 17 contains 29312 members 
Mstep: Class 18 contains 21964 members 
Mstep: Class 19 contains 21187 members 
Mstep: Class 20 contains 216883 members 
Entering Unmasked Estep 
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Iteration 7F: 20 clusters Score -9.97327e+07 nChanged 43836
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 21242 members 
Mstep: Class 2 contains 66705 members 
Mstep: Class 3 contains 31536 members 
Mstep: Class 4 contains 54379 members 
Mstep: Class 5 contains 22322 members 
Mstep: Class 6 contains 17366 members 
Mstep: Class 7 contains 19935 members 
Mstep: Class 8 contains 80641 members 
Mstep: Class 9 contains 41732 members 
Mstep: Class 10 contains 10158 members 
Mstep: Class 11 contains 109835 members 
Mstep: Class 12 contains 4331 members 
Mstep: Class 14 contains 32514 members 
Mstep: Class 15 contains 3540 members 
Mstep: Class 16 contains 15796 members 
Mstep: Class 17 contains 30635 members 
Mstep: Class 18 contains 22429 members 
Mstep: Class 19 contains 24100 members 
Mstep: Class 20 contains 211354 members 
Entering Unmasked Estep 
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Iteration 8F: 20 clusters Score -9.977599e+07 nChanged 42426
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 19873 members 
Mstep: Class 2 contains 63307 members 
Mstep: Class 3 contains 31221 members 
Mstep: Class 4 contains 57275 members 
Mstep: Class 5 contains 22922 members 
Mstep: Class 6 contains 17594 members 
Mstep: Class 7 contains 27926 members 
Mstep: Class 8 contains 79243 members 
Mstep: Class 9 contains 42720 members 
Mstep: Class 10 contains 12161 members 
Mstep: Class 11 contains 105993 members 
Mstep: Class 12 contains 4538 members 
Mstep: Class 14 contains 31102 members 
Mstep: Class 15 contains 3013 members 
Mstep: Class 16 contains 15216 members 
Mstep: Class 17 contains 31933 members 
Mstep: Class 18 contains 23064 members 
Mstep: Class 19 contains 27483 members 
Mstep: Class 20 contains 203974 members 
Entering Unmasked Estep 
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Iteration 9F: 20 clusters Score -9.98266e+07 nChanged 44026
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 18247 members 
Mstep: Class 2 contains 58699 members 
Mstep: Class 3 contains 31431 members 
Mstep: Class 4 contains 58723 members 
Mstep: Class 5 contains 23428 members 
Mstep: Class 6 contains 18043 members 
Mstep: Class 7 contains 40082 members 
Mstep: Class 8 contains 77642 members 
Mstep: Class 9 contains 43536 members 
Mstep: Class 10 contains 13827 members 
Mstep: Class 11 contains 102017 members 
Mstep: Class 12 contains 4923 members 
Mstep: Class 14 contains 29830 members 
Mstep: Class 15 contains 2679 members 
Mstep: Class 16 contains 14534 members 
Mstep: Class 17 contains 33096 members 
Mstep: Class 18 contains 23875 members 
Mstep: Class 19 contains 30461 members 
Mstep: Class 20 contains 195492 members 
Entering Unmasked Estep 
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Iteration 10F: 20 clusters Score -9.988733e+07 nChanged 42499
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 16675 members 
Mstep: Class 2 contains 53121 members 
Mstep: Class 3 contains 32472 members 
Mstep: Class 4 contains 58352 members 
Mstep: Class 5 contains 23855 members 
Mstep: Class 6 contains 18633 members 
Mstep: Class 7 contains 53978 members 
Mstep: Class 8 contains 75725 members 
Mstep: Class 9 contains 44291 members 
Mstep: Class 10 contains 15159 members 
Mstep: Class 11 contains 98069 members 
Mstep: Class 12 contains 5385 members 
Mstep: Class 14 contains 28664 members 
Mstep: Class 15 contains 2469 members 
Mstep: Class 16 contains 13859 members 
Mstep: Class 17 contains 33706 members 
Mstep: Class 18 contains 24843 members 
Mstep: Class 19 contains 30866 members 
Mstep: Class 20 contains 190447 members 
Entering Unmasked Estep 
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Iteration 11F: 20 clusters Score -9.993363e+07 nChanged 37241
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 15491 members 
Mstep: Class 2 contains 47906 members 
Mstep: Class 3 contains 34130 members 
Mstep: Class 4 contains 57138 members 
Mstep: Class 5 contains 24184 members 
Mstep: Class 6 contains 19125 members 
Mstep: Class 7 contains 67133 members 
Mstep: Class 8 contains 74115 members 
Mstep: Class 9 contains 44984 members 
Mstep: Class 10 contains 16467 members 
Mstep: Class 11 contains 94183 members 
Mstep: Class 12 contains 5710 members 
Mstep: Class 14 contains 27640 members 
Mstep: Class 15 contains 2322 members 
Mstep: Class 16 contains 13428 members 
Mstep: Class 17 contains 34142 members 
Mstep: Class 18 contains 25861 members 
Mstep: Class 19 contains 28387 members 
Mstep: Class 20 contains 188224 members 
Entering Unmasked Estep 
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Iteration 12Q: 20 clusters Score -9.996382e+07 nChanged 30954
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 14782 members 
Mstep: Class 2 contains 43848 members 
Mstep: Class 3 contains 35858 members 
Mstep: Class 4 contains 56030 members 
Mstep: Class 5 contains 24373 members 
Mstep: Class 6 contains 19349 members 
Mstep: Class 7 contains 79486 members 
Mstep: Class 8 contains 72853 members 
Mstep: Class 9 contains 45623 members 
Mstep: Class 10 contains 17858 members 
Mstep: Class 11 contains 90612 members 
Mstep: Class 12 contains 6004 members 
Mstep: Class 14 contains 26803 members 
Mstep: Class 15 contains 2246 members 
Mstep: Class 16 contains 13072 members 
Mstep: Class 17 contains 34330 members 
Mstep: Class 18 contains 26700 members 
Mstep: Class 19 contains 24328 members 
Mstep: Class 20 contains 186415 members 
Entering Unmasked Estep 
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Iteration 13Q: 20 clusters Score -9.998707e+07 nChanged 26163
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 14354 members 
Mstep: Class 2 contains 40923 members 
Mstep: Class 3 contains 37521 members 
Mstep: Class 4 contains 55150 members 
Mstep: Class 5 contains 24442 members 
Mstep: Class 6 contains 19314 members 
Mstep: Class 7 contains 90512 members 
Mstep: Class 8 contains 71604 members 
Mstep: Class 9 contains 46273 members 
Mstep: Class 10 contains 19172 members 
Mstep: Class 11 contains 87506 members 
Mstep: Class 12 contains 6527 members 
Mstep: Class 14 contains 26074 members 
Mstep: Class 15 contains 2234 members 
Mstep: Class 16 contains 12760 members 
Mstep: Class 17 contains 34350 members 
Mstep: Class 18 contains 27342 members 
Mstep: Class 19 contains 19690 members 
Mstep: Class 20 contains 184822 members 
Entering Unmasked Estep 
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Iteration 14Q: 20 clusters Score -1.000035e+08 nChanged 22080
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 14106 members 
Mstep: Class 2 contains 38726 members 
Mstep: Class 3 contains 39168 members 
Mstep: Class 4 contains 54542 members 
Mstep: Class 5 contains 24486 members 
Mstep: Class 6 contains 19126 members 
Mstep: Class 7 contains 99902 members 
Mstep: Class 8 contains 70378 members 
Mstep: Class 9 contains 46872 members 
Mstep: Class 10 contains 20447 members 
Mstep: Class 11 contains 84674 members 
Mstep: Class 12 contains 7131 members 
Mstep: Class 14 contains 25433 members 
Mstep: Class 15 contains 2274 members 
Mstep: Class 16 contains 12577 members 
Mstep: Class 17 contains 34185 members 
Mstep: Class 18 contains 27719 members 
Mstep: Class 19 contains 15315 members 
Mstep: Class 20 contains 183510 members 
Entering Unmasked Estep 
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Iteration 15Q: 20 clusters Score -1.000166e+08 nChanged 18756
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 13993 members 
Mstep: Class 2 contains 36818 members 
Mstep: Class 3 contains 40898 members 
Mstep: Class 4 contains 54153 members 
Mstep: Class 5 contains 24410 members 
Mstep: Class 6 contains 18841 members 
Mstep: Class 7 contains 107294 members 
Mstep: Class 8 contains 69293 members 
Mstep: Class 9 contains 47422 members 
Mstep: Class 10 contains 21721 members 
Mstep: Class 11 contains 82032 members 
Mstep: Class 12 contains 8035 members 
Mstep: Class 14 contains 24861 members 
Mstep: Class 15 contains 2326 members 
Mstep: Class 16 contains 12502 members 
Mstep: Class 17 contains 33891 members 
Mstep: Class 18 contains 27905 members 
Mstep: Class 19 contains 11569 members 
Mstep: Class 20 contains 182607 members 
Entering Unmasked Estep 
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Iteration 16Q: 20 clusters Score -1.00029e+08 nChanged 16562
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 13931 members 
Mstep: Class 2 contains 34919 members 
Mstep: Class 3 contains 42639 members 
Mstep: Class 4 contains 53749 members 
Mstep: Class 5 contains 24266 members 
Mstep: Class 6 contains 18454 members 
Mstep: Class 7 contains 112551 members 
Mstep: Class 8 contains 68293 members 
Mstep: Class 9 contains 47932 members 
Mstep: Class 10 contains 22911 members 
Mstep: Class 11 contains 79683 members 
Mstep: Class 12 contains 9477 members 
Mstep: Class 14 contains 24344 members 
Mstep: Class 15 contains 2428 members 
Mstep: Class 16 contains 12447 members 
Mstep: Class 17 contains 33617 members 
Mstep: Class 18 contains 27977 members 
Mstep: Class 19 contains 8927 members 
Mstep: Class 20 contains 182026 members 
Entering Unmasked Estep 
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Iteration 17Q: 20 clusters Score -1.000434e+08 nChanged 14700
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 13904 members 
Mstep: Class 2 contains 33386 members 
Mstep: Class 3 contains 44423 members 
Mstep: Class 4 contains 53245 members 
Mstep: Class 5 contains 24076 members 
Mstep: Class 6 contains 18046 members 
Mstep: Class 7 contains 115848 members 
Mstep: Class 8 contains 67342 members 
Mstep: Class 9 contains 48355 members 
Mstep: Class 10 contains 24143 members 
Mstep: Class 11 contains 77450 members 
Mstep: Class 12 contains 11330 members 
Mstep: Class 14 contains 23774 members 
Mstep: Class 15 contains 2457 members 
Mstep: Class 16 contains 12437 members 
Mstep: Class 17 contains 33364 members 
Mstep: Class 18 contains 27966 members 
Mstep: Class 19 contains 7377 members 
Mstep: Class 20 contains 181648 members 
Entering Unmasked Estep 
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Iteration 18Q: 20 clusters Score -1.000601e+08 nChanged 12679
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 13909 members 
Mstep: Class 2 contains 33080 members 
Mstep: Class 3 contains 46217 members 
Mstep: Class 4 contains 52636 members 
Mstep: Class 5 contains 23912 members 
Mstep: Class 6 contains 17660 members 
Mstep: Class 7 contains 117655 members 
Mstep: Class 8 contains 66342 members 
Mstep: Class 9 contains 48785 members 
Mstep: Class 10 contains 25325 members 
Mstep: Class 11 contains 75398 members 
Mstep: Class 12 contains 12936 members 
Mstep: Class 14 contains 23217 members 
Mstep: Class 15 contains 2346 members 
Mstep: Class 16 contains 12265 members 
Mstep: Class 17 contains 33080 members 
Mstep: Class 18 contains 27962 members 
Mstep: Class 19 contains 6425 members 
Mstep: Class 20 contains 181421 members 
Entering Unmasked Estep 
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Iteration 19Q: 20 clusters Score -1.000707e+08 nChanged 11075
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 13929 members 
Mstep: Class 2 contains 33723 members 
Mstep: Class 3 contains 48011 members 
Mstep: Class 4 contains 51914 members 
Mstep: Class 5 contains 23744 members 
Mstep: Class 6 contains 17396 members 
Mstep: Class 7 contains 118602 members 
Mstep: Class 8 contains 65366 members 
Mstep: Class 9 contains 49318 members 
Mstep: Class 10 contains 26443 members 
Mstep: Class 11 contains 73469 members 
Mstep: Class 12 contains 13913 members 
Mstep: Class 14 contains 22670 members 
Mstep: Class 15 contains 2274 members 
Mstep: Class 16 contains 11942 members 
Mstep: Class 17 contains 32809 members 
Mstep: Class 18 contains 27946 members 
Mstep: Class 19 contains 5758 members 
Mstep: Class 20 contains 181344 members 
Entering Unmasked Estep 
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Iteration 20F: 20 clusters Score -1.000779e+08 nChanged 10387
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 13938 members 
Mstep: Class 2 contains 34462 members 
Mstep: Class 3 contains 49815 members 
Mstep: Class 4 contains 51248 members 
Mstep: Class 5 contains 23561 members 
Mstep: Class 6 contains 17169 members 
Mstep: Class 7 contains 119234 members 
Mstep: Class 8 contains 64352 members 
Mstep: Class 9 contains 49921 members 
Mstep: Class 10 contains 27546 members 
Mstep: Class 11 contains 71684 members 
Mstep: Class 12 contains 14996 members 
Mstep: Class 14 contains 22080 members 
Mstep: Class 15 contains 2103 members 
Mstep: Class 16 contains 11648 members 
Mstep: Class 17 contains 32485 members 
Mstep: Class 18 contains 27832 members 
Mstep: Class 19 contains 5293 members 
Mstep: Class 20 contains 181204 members 
Entering Unmasked Estep 
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Iteration 21Q: 20 clusters Score -1.000854e+08 nChanged 9810
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 13945 members 
Mstep: Class 2 contains 35191 members 
Mstep: Class 3 contains 51542 members 
Mstep: Class 4 contains 50641 members 
Mstep: Class 5 contains 23412 members 
Mstep: Class 6 contains 17062 members 
Mstep: Class 7 contains 119565 members 
Mstep: Class 8 contains 63433 members 
Mstep: Class 9 contains 50651 members 
Mstep: Class 10 contains 28640 members 
Mstep: Class 11 contains 70121 members 
Mstep: Class 12 contains 15750 members 
Mstep: Class 14 contains 21562 members 
Mstep: Class 15 contains 1993 members 
Mstep: Class 16 contains 11326 members 
Mstep: Class 17 contains 32187 members 
Mstep: Class 18 contains 27623 members 
Mstep: Class 19 contains 4859 members 
Mstep: Class 20 contains 181068 members 
Entering Unmasked Estep 
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Iteration 22Q: 20 clusters Score -1.000912e+08 nChanged 9179
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 13947 members 
Mstep: Class 2 contains 35875 members 
Mstep: Class 3 contains 53173 members 
Mstep: Class 4 contains 50077 members 
Mstep: Class 5 contains 23223 members 
Mstep: Class 6 contains 16948 members 
Mstep: Class 7 contains 119684 members 
Mstep: Class 8 contains 62546 members 
Mstep: Class 9 contains 51415 members 
Mstep: Class 10 contains 29706 members 
Mstep: Class 11 contains 68788 members 
Mstep: Class 12 contains 16283 members 
Mstep: Class 14 contains 21164 members 
Mstep: Class 15 contains 1915 members 
Mstep: Class 16 contains 11171 members 
Mstep: Class 17 contains 31869 members 
Mstep: Class 18 contains 27376 members 
Mstep: Class 19 contains 4502 members 
Mstep: Class 20 contains 180910 members 
Entering Unmasked Estep 
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Iteration 23Q: 20 clusters Score -1.000964e+08 nChanged 8324
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 13954 members 
Mstep: Class 2 contains 36582 members 
Mstep: Class 3 contains 54529 members 
Mstep: Class 4 contains 49463 members 
Mstep: Class 5 contains 22993 members 
Mstep: Class 6 contains 16904 members 
Mstep: Class 7 contains 119733 members 
Mstep: Class 8 contains 61686 members 
Mstep: Class 9 contains 52075 members 
Mstep: Class 10 contains 30786 members 
Mstep: Class 11 contains 67832 members 
Mstep: Class 12 contains 16600 members 
Mstep: Class 14 contains 20854 members 
Mstep: Class 15 contains 1875 members 
Mstep: Class 16 contains 11059 members 
Mstep: Class 17 contains 31541 members 
Mstep: Class 18 contains 27112 members 
Mstep: Class 19 contains 4187 members 
Mstep: Class 20 contains 180807 members 
Entering Unmasked Estep 
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Iteration 24Q: 20 clusters Score -1.000996e+08 nChanged 7308
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 13954 members 
Mstep: Class 2 contains 37395 members 
Mstep: Class 3 contains 55563 members 
Mstep: Class 4 contains 48926 members 
Mstep: Class 5 contains 22742 members 
Mstep: Class 6 contains 16875 members 
Mstep: Class 7 contains 119740 members 
Mstep: Class 8 contains 60886 members 
Mstep: Class 9 contains 52617 members 
Mstep: Class 10 contains 31892 members 
Mstep: Class 11 contains 67158 members 
Mstep: Class 12 contains 16789 members 
Mstep: Class 14 contains 20597 members 
Mstep: Class 15 contains 1862 members 
Mstep: Class 16 contains 10946 members 
Mstep: Class 17 contains 31190 members 
Mstep: Class 18 contains 26827 members 
Mstep: Class 19 contains 3910 members 
Mstep: Class 20 contains 180703 members 
Entering Unmasked Estep 
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Iteration 25Q: 20 clusters Score -1.001025e+08 nChanged 6273
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 13949 members 
Mstep: Class 2 contains 38195 members 
Mstep: Class 3 contains 56340 members 
Mstep: Class 4 contains 48470 members 
Mstep: Class 5 contains 22450 members 
Mstep: Class 6 contains 16854 members 
Mstep: Class 7 contains 119619 members 
Mstep: Class 8 contains 60123 members 
Mstep: Class 9 contains 53069 members 
Mstep: Class 10 contains 32992 members 
Mstep: Class 11 contains 66797 members 
Mstep: Class 12 contains 16884 members 
Mstep: Class 14 contains 20399 members 
Mstep: Class 15 contains 1860 members 
Mstep: Class 16 contains 10868 members 
Mstep: Class 17 contains 30844 members 
Mstep: Class 18 contains 26515 members 
Mstep: Class 19 contains 3693 members 
Mstep: Class 20 contains 180651 members 
Entering Unmasked Estep 
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Iteration 26Q: 20 clusters Score -1.001037e+08 nChanged 5315
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 13941 members 
Mstep: Class 2 contains 38847 members 
Mstep: Class 3 contains 56938 members 
Mstep: Class 4 contains 48104 members 
Mstep: Class 5 contains 22134 members 
Mstep: Class 6 contains 16885 members 
Mstep: Class 7 contains 119452 members 
Mstep: Class 8 contains 59331 members 
Mstep: Class 9 contains 53435 members 
Mstep: Class 10 contains 33996 members 
Mstep: Class 11 contains 66626 members 
Mstep: Class 12 contains 16950 members 
Mstep: Class 14 contains 20230 members 
Mstep: Class 15 contains 1859 members 
Mstep: Class 16 contains 10821 members 
Mstep: Class 17 contains 30537 members 
Mstep: Class 18 contains 26237 members 
Mstep: Class 19 contains 3540 members 
Mstep: Class 20 contains 180709 members 
Entering Unmasked Estep 
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Iteration 27Q: 20 clusters Score -1.001048e+08 nChanged 4590
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 13935 members 
Mstep: Class 2 contains 39446 members 
Mstep: Class 3 contains 57425 members 
Mstep: Class 4 contains 47790 members 
Mstep: Class 5 contains 21806 members 
Mstep: Class 6 contains 16885 members 
Mstep: Class 7 contains 119231 members 
Mstep: Class 8 contains 58634 members 
Mstep: Class 9 contains 53759 members 
Mstep: Class 10 contains 34951 members 
Mstep: Class 11 contains 66545 members 
Mstep: Class 12 contains 16979 members 
Mstep: Class 14 contains 20101 members 
Mstep: Class 15 contains 1860 members 
Mstep: Class 16 contains 10783 members 
Mstep: Class 17 contains 30254 members 
Mstep: Class 18 contains 25996 members 
Mstep: Class 19 contains 3436 members 
Mstep: Class 20 contains 180756 members 
Entering Unmasked Estep 
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Iteration 28Q: 20 clusters Score -1.001058e+08 nChanged 3970
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 13932 members 
Mstep: Class 2 contains 40000 members 
Mstep: Class 3 contains 57816 members 
Mstep: Class 4 contains 47485 members 
Mstep: Class 5 contains 21493 members 
Mstep: Class 6 contains 16882 members 
Mstep: Class 7 contains 118946 members 
Mstep: Class 8 contains 57978 members 
Mstep: Class 9 contains 54000 members 
Mstep: Class 10 contains 35803 members 
Mstep: Class 11 contains 66587 members 
Mstep: Class 12 contains 17011 members 
Mstep: Class 14 contains 19986 members 
Mstep: Class 15 contains 1867 members 
Mstep: Class 16 contains 10747 members 
Mstep: Class 17 contains 30025 members 
Mstep: Class 18 contains 25826 members 
Mstep: Class 19 contains 3375 members 
Mstep: Class 20 contains 180813 members 
Entering Unmasked Estep 
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Iteration 29Q: 20 clusters Score -1.001068e+08 nChanged 3763
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 13929 members 
Mstep: Class 2 contains 40483 members 
Mstep: Class 3 contains 58131 members 
Mstep: Class 4 contains 47198 members 
Mstep: Class 5 contains 21123 members 
Mstep: Class 6 contains 16833 members 
Mstep: Class 7 contains 118612 members 
Mstep: Class 8 contains 57307 members 
Mstep: Class 9 contains 54236 members 
Mstep: Class 10 contains 36641 members 
Mstep: Class 11 contains 66753 members 
Mstep: Class 12 contains 17032 members 
Mstep: Class 14 contains 19912 members 
Mstep: Class 15 contains 1873 members 
Mstep: Class 16 contains 10726 members 
Mstep: Class 17 contains 29800 members 
Mstep: Class 18 contains 25799 members 
Mstep: Class 19 contains 3352 members 
Mstep: Class 20 contains 180832 members 
Entering Unmasked Estep 
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Iteration 30Q: 20 clusters Score -1.001076e+08 nChanged 3678
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 13926 members 
Mstep: Class 2 contains 40912 members 
Mstep: Class 3 contains 58370 members 
Mstep: Class 4 contains 46934 members 
Mstep: Class 5 contains 20693 members 
Mstep: Class 6 contains 16771 members 
Mstep: Class 7 contains 118305 members 
Mstep: Class 8 contains 56638 members 
Mstep: Class 9 contains 54428 members 
Mstep: Class 10 contains 37416 members 
Mstep: Class 11 contains 67010 members 
Mstep: Class 12 contains 17048 members 
Mstep: Class 14 contains 19862 members 
Mstep: Class 15 contains 1885 members 
Mstep: Class 16 contains 10724 members 
Mstep: Class 17 contains 29546 members 
Mstep: Class 18 contains 25907 members 
Mstep: Class 19 contains 3344 members 
Mstep: Class 20 contains 180853 members 
Entering Unmasked Estep 
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Iteration 31Q: 20 clusters Score -1.001088e+08 nChanged 3681
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 13926 members 
Mstep: Class 2 contains 41266 members 
Mstep: Class 3 contains 58553 members 
Mstep: Class 4 contains 46725 members 
Mstep: Class 5 contains 20312 members 
Mstep: Class 6 contains 16704 members 
Mstep: Class 7 contains 118005 members 
Mstep: Class 8 contains 55964 members 
Mstep: Class 9 contains 54618 members 
Mstep: Class 10 contains 38156 members 
Mstep: Class 11 contains 67250 members 
Mstep: Class 12 contains 17061 members 
Mstep: Class 14 contains 19819 members 
Mstep: Class 15 contains 1892 members 
Mstep: Class 16 contains 10709 members 
Mstep: Class 17 contains 29338 members 
Mstep: Class 18 contains 26078 members 
Mstep: Class 19 contains 3335 members 
Mstep: Class 20 contains 180861 members 
Entering Unmasked Estep 
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Iteration 32Q: 20 clusters Score -1.001109e+08 nChanged 3821
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 13928 members 
Mstep: Class 2 contains 41595 members 
Mstep: Class 3 contains 58695 members 
Mstep: Class 4 contains 46511 members 
Mstep: Class 5 contains 20123 members 
Mstep: Class 6 contains 16645 members 
Mstep: Class 7 contains 117717 members 
Mstep: Class 8 contains 55283 members 
Mstep: Class 9 contains 54788 members 
Mstep: Class 10 contains 38834 members 
Mstep: Class 11 contains 67463 members 
Mstep: Class 12 contains 17079 members 
Mstep: Class 14 contains 19788 members 
Mstep: Class 15 contains 1902 members 
Mstep: Class 16 contains 10704 members 
Mstep: Class 17 contains 29142 members 
Mstep: Class 18 contains 26167 members 
Mstep: Class 19 contains 3332 members 
Mstep: Class 20 contains 180876 members 
Entering Unmasked Estep 
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Iteration 33Q: 20 clusters Score -1.001129e+08 nChanged 3683
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 13930 members 
Mstep: Class 2 contains 41856 members 
Mstep: Class 3 contains 58816 members 
Mstep: Class 4 contains 46343 members 
Mstep: Class 5 contains 20160 members 
Mstep: Class 6 contains 16643 members 
Mstep: Class 7 contains 117431 members 
Mstep: Class 8 contains 54589 members 
Mstep: Class 9 contains 54934 members 
Mstep: Class 10 contains 39468 members 
Mstep: Class 11 contains 67662 members 
Mstep: Class 12 contains 17093 members 
Mstep: Class 14 contains 19796 members 
Mstep: Class 15 contains 1908 members 
Mstep: Class 16 contains 10701 members 
Mstep: Class 17 contains 28920 members 
Mstep: Class 18 contains 26103 members 
Mstep: Class 19 contains 3331 members 
Mstep: Class 20 contains 180888 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100114088.000000 Penalty: 42045.046875
Iteration 34Q: 20 clusters Score -1.001141e+08 nChanged 3333
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 13931 members 
Mstep: Class 2 contains 42101 members 
Mstep: Class 3 contains 58939 members 
Mstep: Class 4 contains 46190 members 
Mstep: Class 5 contains 20260 members 
Mstep: Class 6 contains 16664 members 
Mstep: Class 7 contains 117115 members 
Mstep: Class 8 contains 53904 members 
Mstep: Class 9 contains 55088 members 
Mstep: Class 10 contains 40091 members 
Mstep: Class 11 contains 67876 members 
Mstep: Class 12 contains 17103 members 
Mstep: Class 14 contains 19806 members 
Mstep: Class 15 contains 1920 members 
Mstep: Class 16 contains 10704 members 
Mstep: Class 17 contains 28728 members 
Mstep: Class 18 contains 25927 members 
Mstep: Class 19 contains 3330 members 
Mstep: Class 20 contains 180895 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100114424.000000 Penalty: 42045.046875
Iteration 35Q: 20 clusters Score -1.001144e+08 nChanged 2823
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 13933 members 
Mstep: Class 2 contains 42298 members 
Mstep: Class 3 contains 59055 members 
Mstep: Class 4 contains 46047 members 
Mstep: Class 5 contains 20341 members 
Mstep: Class 6 contains 16680 members 
Mstep: Class 7 contains 116833 members 
Mstep: Class 8 contains 53269 members 
Mstep: Class 9 contains 55230 members 
Mstep: Class 10 contains 40643 members 
Mstep: Class 11 contains 68118 members 
Mstep: Class 12 contains 17108 members 
Mstep: Class 14 contains 19824 members 
Mstep: Class 15 contains 1928 members 
Mstep: Class 16 contains 10698 members 
Mstep: Class 17 contains 28540 members 
Mstep: Class 18 contains 25796 members 
Mstep: Class 19 contains 3326 members 
Mstep: Class 20 contains 180905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100114472.000000 Penalty: 42045.046875
Iteration 36Q: 20 clusters Score -1.001145e+08 nChanged 2486
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 13936 members 
Mstep: Class 2 contains 42487 members 
Mstep: Class 3 contains 59193 members 
Mstep: Class 4 contains 45931 members 
Mstep: Class 5 contains 20393 members 
Mstep: Class 6 contains 16666 members 
Mstep: Class 7 contains 116531 members 
Mstep: Class 8 contains 52759 members 
Mstep: Class 9 contains 55353 members 
Mstep: Class 10 contains 41190 members 
Mstep: Class 11 contains 68333 members 
Mstep: Class 12 contains 17106 members 
Mstep: Class 14 contains 19839 members 
Mstep: Class 15 contains 1939 members 
Mstep: Class 16 contains 10700 members 
Mstep: Class 17 contains 28337 members 
Mstep: Class 18 contains 25654 members 
Mstep: Class 19 contains 3322 members 
Mstep: Class 20 contains 180903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100114432.000000 Penalty: 42045.046875
Iteration 37Q: 20 clusters Score -1.001144e+08 nChanged 2343
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 13938 members 
Mstep: Class 2 contains 42637 members 
Mstep: Class 3 contains 59341 members 
Mstep: Class 4 contains 45861 members 
Mstep: Class 5 contains 20498 members 
Mstep: Class 6 contains 16649 members 
Mstep: Class 7 contains 116218 members 
Mstep: Class 8 contains 52274 members 
Mstep: Class 9 contains 55477 members 
Mstep: Class 10 contains 41639 members 
Mstep: Class 11 contains 68528 members 
Mstep: Class 12 contains 17111 members 
Mstep: Class 14 contains 19862 members 
Mstep: Class 15 contains 1945 members 
Mstep: Class 16 contains 10699 members 
Mstep: Class 17 contains 28150 members 
Mstep: Class 18 contains 25522 members 
Mstep: Class 19 contains 3317 members 
Mstep: Class 20 contains 180906 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100114304.000000 Penalty: 42045.046875
Iteration 38Q: 20 clusters Score -1.001143e+08 nChanged 2199
Entering ConstructFrom: 
Score: -100114304.000000 Penalty: 42045.046875
Entering ConstructFrom: 
Trying to split cluster 1 (13941 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13941 members 
Entering Unmasked Estep 
Score: -1763505.625000 Penalty: 1550.670776
	Iteration 0F: 2 clusters Score -1763506 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6931 members 
Mstep: Class 2 contains 7010 members 
Entering Unmasked Estep 
Score: -1753835.375000 Penalty: 3101.341553
	Iteration 0F: 3 clusters Score -1753835 nChanged 6178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6869 members 
Mstep: Class 2 contains 7072 members 
Entering Unmasked Estep 
Score: -1757159.000000 Penalty: 3101.341553
	Iteration 1F: 3 clusters Score -1757159 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6858 members 
Mstep: Class 2 contains 7083 members 
Entering Unmasked Estep 
Score: -1757476.000000 Penalty: 3101.341553
	Iteration 2F: 3 clusters Score -1757476 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6833 members 
Mstep: Class 2 contains 7108 members 
Entering Unmasked Estep 
Score: -1757764.250000 Penalty: 3101.341553
	Iteration 3F: 3 clusters Score -1757764 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6729 members 
Mstep: Class 2 contains 7212 members 
Entering Unmasked Estep 
Score: -1758041.375000 Penalty: 3101.341553
	Iteration 4Q: 3 clusters Score -1758041 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6600 members 
Mstep: Class 2 contains 7341 members 
Entering Unmasked Estep 
Score: -1758321.875000 Penalty: 3101.341553
	Iteration 5Q: 3 clusters Score -1758322 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6423 members 
Mstep: Class 2 contains 7518 members 
Entering Unmasked Estep 
Score: -1758639.125000 Penalty: 3101.341553
	Iteration 6Q: 3 clusters Score -1758639 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6148 members 
Mstep: Class 2 contains 7793 members 
Entering Unmasked Estep 
Score: -1758979.000000 Penalty: 3101.341553
	Iteration 7Q: 3 clusters Score -1758979 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5774 members 
Mstep: Class 2 contains 8167 members 
Entering Unmasked Estep 
Score: -1759346.375000 Penalty: 3101.341553
	Iteration 8Q: 3 clusters Score -1759346 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5217 members 
Mstep: Class 2 contains 8724 members 
Entering Unmasked Estep 
Score: -1759880.250000 Penalty: 3101.341553
	Iteration 9F: 3 clusters Score -1759880 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 9491 members 
Entering Unmasked Estep 
Score: -1760663.625000 Penalty: 3101.341553
	Iteration 10F: 3 clusters Score -1760664 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 10280 members 
Entering Unmasked Estep 
Score: -1761526.625000 Penalty: 3101.341553
	Iteration 11F: 3 clusters Score -1761527 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 10911 members 
Entering Unmasked Estep 
Score: -1762261.750000 Penalty: 3101.341553
	Iteration 12F: 3 clusters Score -1762262 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 11356 members 
Entering Unmasked Estep 
Score: -1762746.875000 Penalty: 3101.341553
	Iteration 13Q: 3 clusters Score -1762747 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 11613 members 
Entering Unmasked Estep 
Score: -1763021.750000 Penalty: 3101.341553
	Iteration 14Q: 3 clusters Score -1763022 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 11778 members 
Entering Unmasked Estep 
Score: -1763181.500000 Penalty: 3101.341553
	Iteration 15Q: 3 clusters Score -1763182 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 11918 members 
Entering Unmasked Estep 
Score: -1763286.125000 Penalty: 3101.341553
	Iteration 16Q: 3 clusters Score -1763286 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 12009 members 
Entering Unmasked Estep 
Score: -1763346.125000 Penalty: 3101.341553
	Iteration 17Q: 3 clusters Score -1763346 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 12091 members 
Entering Unmasked Estep 
Score: -1763397.875000 Penalty: 3101.341553
	Iteration 18Q: 3 clusters Score -1763398 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 12153 members 
Entering Unmasked Estep 
Score: -1763423.250000 Penalty: 3101.341553
	Iteration 19Q: 3 clusters Score -1763423 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 12200 members 
Entering Unmasked Estep 
Score: -1763441.125000 Penalty: 3101.341553
	Iteration 20F: 3 clusters Score -1763441 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 12232 members 
Entering Unmasked Estep 
Score: -1763449.125000 Penalty: 3101.341553
	Iteration 21Q: 3 clusters Score -1763449 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 12250 members 
Entering Unmasked Estep 
Score: -1763455.625000 Penalty: 3101.341553
	Iteration 22Q: 3 clusters Score -1763456 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 12271 members 
Entering Unmasked Estep 
Score: -1763457.375000 Penalty: 3101.341553
	Iteration 23Q: 3 clusters Score -1763457 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 12291 members 
Entering Unmasked Estep 
Score: -1763463.125000 Penalty: 3101.341553
	Iteration 24Q: 3 clusters Score -1763463 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 12301 members 
Entering Unmasked Estep 
Score: -1763462.625000 Penalty: 3101.341553
	Iteration 25Q: 3 clusters Score -1763463 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 12306 members 
Entering Unmasked Estep 
Score: -1763465.000000 Penalty: 3101.341553
	Iteration 26Q: 3 clusters Score -1763465 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 12314 members 
Entering Unmasked Estep 
Score: -1763465.375000 Penalty: 3101.341553
	Iteration 27Q: 3 clusters Score -1763465 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 12318 members 
Entering Unmasked Estep 
Score: -1763462.625000 Penalty: 3101.341553
	Iteration 28Q: 3 clusters Score -1763463 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 12318 members 
Entering Unmasked Estep 
Score: -1763464.750000 Penalty: 3101.341553
	Iteration 29Q: 3 clusters Score -1763465 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 12320 members 
Entering Unmasked Estep 
Score: -1763467.625000 Penalty: 3101.341553
	Iteration 30Q: 3 clusters Score -1763468 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 12321 members 
Entering Unmasked Estep 
Score: -1763468.625000 Penalty: 3101.341553
	Iteration 31Q: 3 clusters Score -1763469 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 12321 members 
Entering Unmasked Estep 
Score: -1763468.625000 Penalty: 3101.341553
	Iteration 32F: 3 clusters Score -1763469 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (42776 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42776 members 
Entering Unmasked Estep 
Score: -5402096.500000 Penalty: 1732.856567
	Iteration 0F: 2 clusters Score -5402096 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21518 members 
Mstep: Class 2 contains 21258 members 
Entering Unmasked Estep 
Score: -5373519.000000 Penalty: 3465.713135
	Iteration 0F: 3 clusters Score -5373519 nChanged 19942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23416 members 
Mstep: Class 2 contains 19360 members 
Entering Unmasked Estep 
Score: -5385281.000000 Penalty: 3465.713135
	Iteration 1F: 3 clusters Score -5385281 nChanged 2519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24763 members 
Mstep: Class 2 contains 18013 members 
Entering Unmasked Estep 
Score: -5386684.000000 Penalty: 3465.713135
	Iteration 2F: 3 clusters Score -5386684 nChanged 3182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26675 members 
Mstep: Class 2 contains 16101 members 
Entering Unmasked Estep 
Score: -5389124.500000 Penalty: 3465.713135
	Iteration 3F: 3 clusters Score -5389124 nChanged 3662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28939 members 
Mstep: Class 2 contains 13837 members 
Entering Unmasked Estep 
Score: -5392388.000000 Penalty: 3465.713135
	Iteration 4F: 3 clusters Score -5392388 nChanged 3461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30740 members 
Mstep: Class 2 contains 12036 members 
Entering Unmasked Estep 
Score: -5395650.000000 Penalty: 3465.713135
	Iteration 5F: 3 clusters Score -5395650 nChanged 2845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31807 members 
Mstep: Class 2 contains 10969 members 
Entering Unmasked Estep 
Score: -5398329.000000 Penalty: 3465.713135
	Iteration 6F: 3 clusters Score -5398329 nChanged 2133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32108 members 
Mstep: Class 2 contains 10668 members 
Entering Unmasked Estep 
Score: -5400552.500000 Penalty: 3465.713135
	Iteration 7Q: 3 clusters Score -5400552 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31985 members 
Mstep: Class 2 contains 10791 members 
Entering Unmasked Estep 
Score: -5402409.500000 Penalty: 3465.713135
	Iteration 8Q: 3 clusters Score -5402410 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31701 members 
Mstep: Class 2 contains 11075 members 
Entering Unmasked Estep 
Score: -5403791.000000 Penalty: 3465.713135
	Iteration 9Q: 3 clusters Score -5403791 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31320 members 
Mstep: Class 2 contains 11456 members 
Entering Unmasked Estep 
Score: -5404604.500000 Penalty: 3465.713135
	Iteration 10Q: 3 clusters Score -5404604 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30895 members 
Mstep: Class 2 contains 11881 members 
Entering Unmasked Estep 
Score: -5405143.000000 Penalty: 3465.713135
	Iteration 11Q: 3 clusters Score -5405143 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30470 members 
Mstep: Class 2 contains 12306 members 
Entering Unmasked Estep 
Score: -5405452.000000 Penalty: 3465.713135
	Iteration 12Q: 3 clusters Score -5405452 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30095 members 
Mstep: Class 2 contains 12681 members 
Entering Unmasked Estep 
Score: -5405657.000000 Penalty: 3465.713135
	Iteration 13Q: 3 clusters Score -5405657 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29783 members 
Mstep: Class 2 contains 12993 members 
Entering Unmasked Estep 
Score: -5405769.500000 Penalty: 3465.713135
	Iteration 14Q: 3 clusters Score -5405770 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29516 members 
Mstep: Class 2 contains 13260 members 
Entering Unmasked Estep 
Score: -5405851.000000 Penalty: 3465.713135
	Iteration 15Q: 3 clusters Score -5405851 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29278 members 
Mstep: Class 2 contains 13498 members 
Entering Unmasked Estep 
Score: -5405940.500000 Penalty: 3465.713135
	Iteration 16Q: 3 clusters Score -5405940 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29095 members 
Mstep: Class 2 contains 13681 members 
Entering Unmasked Estep 
Score: -5405955.500000 Penalty: 3465.713135
	Iteration 17Q: 3 clusters Score -5405956 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28955 members 
Mstep: Class 2 contains 13821 members 
Entering Unmasked Estep 
Score: -5405970.000000 Penalty: 3465.713135
	Iteration 18Q: 3 clusters Score -5405970 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28847 members 
Mstep: Class 2 contains 13929 members 
Entering Unmasked Estep 
Score: -5405989.000000 Penalty: 3465.713135
	Iteration 19Q: 3 clusters Score -5405989 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28760 members 
Mstep: Class 2 contains 14016 members 
Entering Unmasked Estep 
Score: -5405997.000000 Penalty: 3465.713135
	Iteration 20F: 3 clusters Score -5405997 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28698 members 
Mstep: Class 2 contains 14078 members 
Entering Unmasked Estep 
Score: -5406024.000000 Penalty: 3465.713135
	Iteration 21Q: 3 clusters Score -5406024 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28651 members 
Mstep: Class 2 contains 14125 members 
Entering Unmasked Estep 
Score: -5406019.000000 Penalty: 3465.713135
	Iteration 22Q: 3 clusters Score -5406019 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28617 members 
Mstep: Class 2 contains 14159 members 
Entering Unmasked Estep 
Score: -5406024.000000 Penalty: 3465.713135
	Iteration 23Q: 3 clusters Score -5406024 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28593 members 
Mstep: Class 2 contains 14183 members 
Entering Unmasked Estep 
Score: -5406028.500000 Penalty: 3465.713135
	Iteration 24Q: 3 clusters Score -5406028 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28570 members 
Mstep: Class 2 contains 14206 members 
Entering Unmasked Estep 
Score: -5406032.500000 Penalty: 3465.713135
	Iteration 25Q: 3 clusters Score -5406032 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28552 members 
Mstep: Class 2 contains 14224 members 
Entering Unmasked Estep 
Score: -5406038.000000 Penalty: 3465.713135
	Iteration 26Q: 3 clusters Score -5406038 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28538 members 
Mstep: Class 2 contains 14238 members 
Entering Unmasked Estep 
Score: -5406030.500000 Penalty: 3465.713135
	Iteration 27Q: 3 clusters Score -5406030 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28527 members 
Mstep: Class 2 contains 14249 members 
Entering Unmasked Estep 
Score: -5406043.500000 Penalty: 3465.713135
	Iteration 28Q: 3 clusters Score -5406044 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28525 members 
Mstep: Class 2 contains 14251 members 
Entering Unmasked Estep 
Score: -5406039.000000 Penalty: 3465.713135
	Iteration 29Q: 3 clusters Score -5406039 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28523 members 
Mstep: Class 2 contains 14253 members 
Entering Unmasked Estep 
Score: -5406042.000000 Penalty: 3465.713135
	Iteration 30Q: 3 clusters Score -5406042 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28522 members 
Mstep: Class 2 contains 14254 members 
Entering Unmasked Estep 
Score: -5406041.000000 Penalty: 3465.713135
	Iteration 31Q: 3 clusters Score -5406041 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28521 members 
Mstep: Class 2 contains 14255 members 
Entering Unmasked Estep 
Score: -5406042.500000 Penalty: 3465.713135
	Iteration 32Q: 3 clusters Score -5406042 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28521 members 
Mstep: Class 2 contains 14255 members 
Entering Unmasked Estep 
Score: -5406042.500000 Penalty: 3465.713135
	Iteration 33F: 3 clusters Score -5406042 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 13941 members 
Mstep: Class 2 contains 28521 members 
Mstep: Class 3 contains 59455 members 
Mstep: Class 4 contains 45791 members 
Mstep: Class 5 contains 20616 members 
Mstep: Class 6 contains 16657 members 
Mstep: Class 7 contains 115918 members 
Mstep: Class 8 contains 51819 members 
Mstep: Class 9 contains 55584 members 
Mstep: Class 10 contains 42075 members 
Mstep: Class 11 contains 68753 members 
Mstep: Class 12 contains 17109 members 
Mstep: Class 13 contains 14255 members 
Mstep: Class 14 contains 19876 members 
Mstep: Class 15 contains 1951 members 
Mstep: Class 16 contains 10689 members 
Mstep: Class 17 contains 27953 members 
Mstep: Class 18 contains 25378 members 
Mstep: Class 19 contains 3312 members 
Mstep: Class 20 contains 180919 members 
Entering Unmasked Estep 
Score: -100118120.000000 Penalty: 44257.941406
Splitting cluster 2 changes total score from -100114304.000000 to -100118120.000000
So it's getting split into cluster 13.
Entering ConstructFrom: 
Trying to split cluster 3 (59455 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59455 members 
Entering Unmasked Estep 
Score: -7448339.000000 Penalty: 1786.358521
	Iteration 0F: 2 clusters Score -7448339 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29716 members 
Mstep: Class 2 contains 29739 members 
Entering Unmasked Estep 
Score: -7408527.000000 Penalty: 3572.717041
	Iteration 0F: 3 clusters Score -7408527 nChanged 28278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29544 members 
Mstep: Class 2 contains 29911 members 
Entering Unmasked Estep 
Score: -7424523.000000 Penalty: 3572.717041
	Iteration 1F: 3 clusters Score -7424523 nChanged 2193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29375 members 
Mstep: Class 2 contains 30080 members 
Entering Unmasked Estep 
Score: -7425241.500000 Penalty: 3572.717041
	Iteration 2Q: 3 clusters Score -7425242 nChanged 2514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28933 members 
Mstep: Class 2 contains 30522 members 
Entering Unmasked Estep 
Score: -7426268.000000 Penalty: 3572.717041
	Iteration 3Q: 3 clusters Score -7426268 nChanged 3000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28105 members 
Mstep: Class 2 contains 31350 members 
Entering Unmasked Estep 
Score: -7427679.500000 Penalty: 3572.717041
	Iteration 4F: 3 clusters Score -7427680 nChanged 3733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26678 members 
Mstep: Class 2 contains 32777 members 
Entering Unmasked Estep 
Score: -7429928.500000 Penalty: 3572.717041
	Iteration 5F: 3 clusters Score -7429928 nChanged 4304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24800 members 
Mstep: Class 2 contains 34655 members 
Entering Unmasked Estep 
Score: -7432856.500000 Penalty: 3572.717041
	Iteration 6F: 3 clusters Score -7432856 nChanged 4289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22799 members 
Mstep: Class 2 contains 36656 members 
Entering Unmasked Estep 
Score: -7435650.000000 Penalty: 3572.717041
	Iteration 7F: 3 clusters Score -7435650 nChanged 3865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20932 members 
Mstep: Class 2 contains 38523 members 
Entering Unmasked Estep 
Score: -7437998.000000 Penalty: 3572.717041
	Iteration 8F: 3 clusters Score -7437998 nChanged 3177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19347 members 
Mstep: Class 2 contains 40108 members 
Entering Unmasked Estep 
Score: -7439478.500000 Penalty: 3572.717041
	Iteration 9F: 3 clusters Score -7439478 nChanged 2447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18020 members 
Mstep: Class 2 contains 41435 members 
Entering Unmasked Estep 
Score: -7440547.000000 Penalty: 3572.717041
	Iteration 10Q: 3 clusters Score -7440547 nChanged 1983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16781 members 
Mstep: Class 2 contains 42674 members 
Entering Unmasked Estep 
Score: -7441268.000000 Penalty: 3572.717041
	Iteration 11Q: 3 clusters Score -7441268 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15634 members 
Mstep: Class 2 contains 43821 members 
Entering Unmasked Estep 
Score: -7441820.000000 Penalty: 3572.717041
	Iteration 12Q: 3 clusters Score -7441820 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14539 members 
Mstep: Class 2 contains 44916 members 
Entering Unmasked Estep 
Score: -7442221.000000 Penalty: 3572.717041
	Iteration 13Q: 3 clusters Score -7442221 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13524 members 
Mstep: Class 2 contains 45931 members 
Entering Unmasked Estep 
Score: -7442562.000000 Penalty: 3572.717041
	Iteration 14Q: 3 clusters Score -7442562 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12541 members 
Mstep: Class 2 contains 46914 members 
Entering Unmasked Estep 
Score: -7442872.500000 Penalty: 3572.717041
	Iteration 15Q: 3 clusters Score -7442872 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11573 members 
Mstep: Class 2 contains 47882 members 
Entering Unmasked Estep 
Score: -7443083.500000 Penalty: 3572.717041
	Iteration 16Q: 3 clusters Score -7443084 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10621 members 
Mstep: Class 2 contains 48834 members 
Entering Unmasked Estep 
Score: -7443352.500000 Penalty: 3572.717041
	Iteration 17Q: 3 clusters Score -7443352 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9687 members 
Mstep: Class 2 contains 49768 members 
Entering Unmasked Estep 
Score: -7443632.500000 Penalty: 3572.717041
	Iteration 18Q: 3 clusters Score -7443632 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8733 members 
Mstep: Class 2 contains 50722 members 
Entering Unmasked Estep 
Score: -7443949.000000 Penalty: 3572.717041
	Iteration 19Q: 3 clusters Score -7443949 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7803 members 
Mstep: Class 2 contains 51652 members 
Entering Unmasked Estep 
Score: -7444273.500000 Penalty: 3572.717041
	Iteration 20F: 3 clusters Score -7444274 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6866 members 
Mstep: Class 2 contains 52589 members 
Entering Unmasked Estep 
Score: -7444581.500000 Penalty: 3572.717041
	Iteration 21Q: 3 clusters Score -7444582 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6024 members 
Mstep: Class 2 contains 53431 members 
Entering Unmasked Estep 
Score: -7444932.000000 Penalty: 3572.717041
	Iteration 22Q: 3 clusters Score -7444932 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5246 members 
Mstep: Class 2 contains 54209 members 
Entering Unmasked Estep 
Score: -7445249.500000 Penalty: 3572.717041
	Iteration 23Q: 3 clusters Score -7445250 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 54876 members 
Entering Unmasked Estep 
Score: -7445624.500000 Penalty: 3572.717041
	Iteration 24Q: 3 clusters Score -7445624 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 55437 members 
Entering Unmasked Estep 
Score: -7445947.000000 Penalty: 3572.717041
	Iteration 25Q: 3 clusters Score -7445947 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 55900 members 
Entering Unmasked Estep 
Score: -7446180.000000 Penalty: 3572.717041
	Iteration 26Q: 3 clusters Score -7446180 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 56296 members 
Entering Unmasked Estep 
Score: -7446372.500000 Penalty: 3572.717041
	Iteration 27Q: 3 clusters Score -7446372 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 56606 members 
Entering Unmasked Estep 
Score: -7446571.500000 Penalty: 3572.717041
	Iteration 28Q: 3 clusters Score -7446572 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 56840 members 
Entering Unmasked Estep 
Score: -7446712.000000 Penalty: 3572.717041
	Iteration 29Q: 3 clusters Score -7446712 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 57038 members 
Entering Unmasked Estep 
Score: -7446846.500000 Penalty: 3572.717041
	Iteration 30Q: 3 clusters Score -7446846 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 57185 members 
Entering Unmasked Estep 
Score: -7446942.500000 Penalty: 3572.717041
	Iteration 31Q: 3 clusters Score -7446942 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 57301 members 
Entering Unmasked Estep 
Score: -7447077.000000 Penalty: 3572.717041
	Iteration 32Q: 3 clusters Score -7447077 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 57361 members 
Entering Unmasked Estep 
Score: -7447177.000000 Penalty: 3572.717041
	Iteration 33Q: 3 clusters Score -7447177 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 57409 members 
Entering Unmasked Estep 
Score: -7447221.500000 Penalty: 3572.717041
	Iteration 34Q: 3 clusters Score -7447222 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 57456 members 
Entering Unmasked Estep 
Score: -7447265.000000 Penalty: 3572.717041
	Iteration 35Q: 3 clusters Score -7447265 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 57497 members 
Entering Unmasked Estep 
Score: -7447309.500000 Penalty: 3572.717041
	Iteration 36Q: 3 clusters Score -7447310 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 57523 members 
Entering Unmasked Estep 
Score: -7447334.000000 Penalty: 3572.717041
	Iteration 37Q: 3 clusters Score -7447334 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 57546 members 
Entering Unmasked Estep 
Score: -7447336.500000 Penalty: 3572.717041
	Iteration 38Q: 3 clusters Score -7447336 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 57570 members 
Entering Unmasked Estep 
Score: -7447347.500000 Penalty: 3572.717041
	Iteration 39Q: 3 clusters Score -7447348 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 57584 members 
Entering Unmasked Estep 
Score: -7447363.000000 Penalty: 3572.717041
	Iteration 40F: 3 clusters Score -7447363 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 57601 members 
Entering Unmasked Estep 
Score: -7447384.000000 Penalty: 3572.717041
	Iteration 41Q: 3 clusters Score -7447384 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 57620 members 
Entering Unmasked Estep 
Score: -7447393.500000 Penalty: 3572.717041
	Iteration 42Q: 3 clusters Score -7447394 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 57649 members 
Entering Unmasked Estep 
Score: -7447411.000000 Penalty: 3572.717041
	Iteration 43Q: 3 clusters Score -7447411 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 57673 members 
Entering Unmasked Estep 
Score: -7447419.000000 Penalty: 3572.717041
	Iteration 44Q: 3 clusters Score -7447419 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 57705 members 
Entering Unmasked Estep 
Score: -7447420.000000 Penalty: 3572.717041
	Iteration 45Q: 3 clusters Score -7447420 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 57722 members 
Entering Unmasked Estep 
Score: -7447430.500000 Penalty: 3572.717041
	Iteration 46Q: 3 clusters Score -7447430 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 57738 members 
Entering Unmasked Estep 
Score: -7447430.500000 Penalty: 3572.717041
	Iteration 47Q: 3 clusters Score -7447430 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 57747 members 
Entering Unmasked Estep 
Score: -7447434.500000 Penalty: 3572.717041
	Iteration 48Q: 3 clusters Score -7447434 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 57755 members 
Entering Unmasked Estep 
Score: -7447432.000000 Penalty: 3572.717041
	Iteration 49Q: 3 clusters Score -7447432 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 57764 members 
Entering Unmasked Estep 
Score: -7447438.000000 Penalty: 3572.717041
	Iteration 50Q: 3 clusters Score -7447438 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 57773 members 
Entering Unmasked Estep 
Score: -7447433.500000 Penalty: 3572.717041
	Iteration 51Q: 3 clusters Score -7447434 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 57777 members 
Entering Unmasked Estep 
Score: -7447440.500000 Penalty: 3572.717041
	Iteration 52Q: 3 clusters Score -7447440 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 57787 members 
Entering Unmasked Estep 
Score: -7447441.000000 Penalty: 3572.717041
	Iteration 53Q: 3 clusters Score -7447441 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 57793 members 
Entering Unmasked Estep 
Score: -7447428.500000 Penalty: 3572.717041
	Iteration 54Q: 3 clusters Score -7447428 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 57798 members 
Entering Unmasked Estep 
Score: -7447427.500000 Penalty: 3572.717041
	Iteration 55Q: 3 clusters Score -7447428 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 57802 members 
Entering Unmasked Estep 
Score: -7447430.000000 Penalty: 3572.717041
	Iteration 56Q: 3 clusters Score -7447430 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 57804 members 
Entering Unmasked Estep 
Score: -7447430.500000 Penalty: 3572.717041
	Iteration 57Q: 3 clusters Score -7447430 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 57806 members 
Entering Unmasked Estep 
Score: -7447436.000000 Penalty: 3572.717041
	Iteration 58Q: 3 clusters Score -7447436 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 57814 members 
Entering Unmasked Estep 
Score: -7447446.000000 Penalty: 3572.717041
	Iteration 59Q: 3 clusters Score -7447446 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 57824 members 
Entering Unmasked Estep 
Score: -7447448.000000 Penalty: 3572.717041
	Iteration 60F: 3 clusters Score -7447448 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 57833 members 
Entering Unmasked Estep 
Score: -7447445.000000 Penalty: 3572.717041
	Iteration 61Q: 3 clusters Score -7447445 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 57837 members 
Entering Unmasked Estep 
Score: -7447452.000000 Penalty: 3572.717041
	Iteration 62Q: 3 clusters Score -7447452 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 57842 members 
Entering Unmasked Estep 
Score: -7447452.500000 Penalty: 3572.717041
	Iteration 63Q: 3 clusters Score -7447452 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 57847 members 
Entering Unmasked Estep 
Score: -7447445.500000 Penalty: 3572.717041
	Iteration 64Q: 3 clusters Score -7447446 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 57856 members 
Entering Unmasked Estep 
Score: -7447444.500000 Penalty: 3572.717041
	Iteration 65Q: 3 clusters Score -7447444 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 57860 members 
Entering Unmasked Estep 
Score: -7447451.500000 Penalty: 3572.717041
	Iteration 66Q: 3 clusters Score -7447452 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 57867 members 
Entering Unmasked Estep 
Score: -7447455.000000 Penalty: 3572.717041
	Iteration 67Q: 3 clusters Score -7447455 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 57870 members 
Entering Unmasked Estep 
Score: -7447452.500000 Penalty: 3572.717041
	Iteration 68Q: 3 clusters Score -7447452 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 57872 members 
Entering Unmasked Estep 
Score: -7447453.000000 Penalty: 3572.717041
	Iteration 69Q: 3 clusters Score -7447453 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 57874 members 
Entering Unmasked Estep 
Score: -7447455.500000 Penalty: 3572.717041
	Iteration 70Q: 3 clusters Score -7447456 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 57875 members 
Entering Unmasked Estep 
Score: -7447457.000000 Penalty: 3572.717041
	Iteration 71Q: 3 clusters Score -7447457 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 57877 members 
Entering Unmasked Estep 
Score: -7447460.500000 Penalty: 3572.717041
	Iteration 72Q: 3 clusters Score -7447460 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 57876 members 
Entering Unmasked Estep 
Score: -7447460.000000 Penalty: 3572.717041
	Iteration 73Q: 3 clusters Score -7447460 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 57874 members 
Entering Unmasked Estep 
Score: -7447455.500000 Penalty: 3572.717041
	Iteration 74Q: 3 clusters Score -7447456 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 57873 members 
Entering Unmasked Estep 
Score: -7447456.500000 Penalty: 3572.717041
	Iteration 75Q: 3 clusters Score -7447456 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 57871 members 
Entering Unmasked Estep 
Score: -7447451.500000 Penalty: 3572.717041
	Iteration 76Q: 3 clusters Score -7447452 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 57870 members 
Entering Unmasked Estep 
Score: -7447454.500000 Penalty: 3572.717041
	Iteration 77Q: 3 clusters Score -7447454 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 57871 members 
Entering Unmasked Estep 
Score: -7447450.000000 Penalty: 3572.717041
	Iteration 78Q: 3 clusters Score -7447450 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 57871 members 
Entering Unmasked Estep 
Score: -7447450.000000 Penalty: 3572.717041
	Iteration 79F: 3 clusters Score -7447450 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (45791 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45791 members 
Entering Unmasked Estep 
Score: -5735856.000000 Penalty: 1743.924438
	Iteration 0F: 2 clusters Score -5735856 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22889 members 
Mstep: Class 2 contains 22902 members 
Entering Unmasked Estep 
Score: -5705292.000000 Penalty: 3487.848877
	Iteration 0F: 3 clusters Score -5705292 nChanged 21388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23045 members 
Mstep: Class 2 contains 22746 members 
Entering Unmasked Estep 
Score: -5717587.000000 Penalty: 3487.848877
	Iteration 1F: 3 clusters Score -5717587 nChanged 2209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22900 members 
Mstep: Class 2 contains 22891 members 
Entering Unmasked Estep 
Score: -5718882.000000 Penalty: 3487.848877
	Iteration 2Q: 3 clusters Score -5718882 nChanged 2683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22353 members 
Mstep: Class 2 contains 23438 members 
Entering Unmasked Estep 
Score: -5720668.000000 Penalty: 3487.848877
	Iteration 3F: 3 clusters Score -5720668 nChanged 3256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21121 members 
Mstep: Class 2 contains 24670 members 
Entering Unmasked Estep 
Score: -5722936.500000 Penalty: 3487.848877
	Iteration 4F: 3 clusters Score -5722936 nChanged 3641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19174 members 
Mstep: Class 2 contains 26617 members 
Entering Unmasked Estep 
Score: -5725492.500000 Penalty: 3487.848877
	Iteration 5F: 3 clusters Score -5725492 nChanged 3569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16899 members 
Mstep: Class 2 contains 28892 members 
Entering Unmasked Estep 
Score: -5727941.500000 Penalty: 3487.848877
	Iteration 6F: 3 clusters Score -5727942 nChanged 3192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14627 members 
Mstep: Class 2 contains 31164 members 
Entering Unmasked Estep 
Score: -5730249.000000 Penalty: 3487.848877
	Iteration 7F: 3 clusters Score -5730249 nChanged 2769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12554 members 
Mstep: Class 2 contains 33237 members 
Entering Unmasked Estep 
Score: -5732586.000000 Penalty: 3487.848877
	Iteration 8F: 3 clusters Score -5732586 nChanged 2506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10774 members 
Mstep: Class 2 contains 35017 members 
Entering Unmasked Estep 
Score: -5735119.000000 Penalty: 3487.848877
	Iteration 9F: 3 clusters Score -5735119 nChanged 1962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9486 members 
Mstep: Class 2 contains 36305 members 
Entering Unmasked Estep 
Score: -5737338.000000 Penalty: 3487.848877
	Iteration 10Q: 3 clusters Score -5737338 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8725 members 
Mstep: Class 2 contains 37066 members 
Entering Unmasked Estep 
Score: -5738691.500000 Penalty: 3487.848877
	Iteration 11Q: 3 clusters Score -5738692 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8284 members 
Mstep: Class 2 contains 37507 members 
Entering Unmasked Estep 
Score: -5739406.000000 Penalty: 3487.848877
	Iteration 12Q: 3 clusters Score -5739406 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7956 members 
Mstep: Class 2 contains 37835 members 
Entering Unmasked Estep 
Score: -5739850.500000 Penalty: 3487.848877
	Iteration 13Q: 3 clusters Score -5739850 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7696 members 
Mstep: Class 2 contains 38095 members 
Entering Unmasked Estep 
Score: -5740177.500000 Penalty: 3487.848877
	Iteration 14Q: 3 clusters Score -5740178 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7475 members 
Mstep: Class 2 contains 38316 members 
Entering Unmasked Estep 
Score: -5740446.000000 Penalty: 3487.848877
	Iteration 15Q: 3 clusters Score -5740446 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7347 members 
Mstep: Class 2 contains 38444 members 
Entering Unmasked Estep 
Score: -5740727.000000 Penalty: 3487.848877
	Iteration 16Q: 3 clusters Score -5740727 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7217 members 
Mstep: Class 2 contains 38574 members 
Entering Unmasked Estep 
Score: -5741295.500000 Penalty: 3487.848877
	Iteration 17Q: 3 clusters Score -5741296 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7129 members 
Mstep: Class 2 contains 38662 members 
Entering Unmasked Estep 
Score: -5741869.500000 Penalty: 3487.848877
	Iteration 18Q: 3 clusters Score -5741870 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7112 members 
Mstep: Class 2 contains 38679 members 
Entering Unmasked Estep 
Score: -5741976.500000 Penalty: 3487.848877
	Iteration 19Q: 3 clusters Score -5741976 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7110 members 
Mstep: Class 2 contains 38681 members 
Entering Unmasked Estep 
Score: -5742001.000000 Penalty: 3487.848877
	Iteration 20F: 3 clusters Score -5742001 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7116 members 
Mstep: Class 2 contains 38675 members 
Entering Unmasked Estep 
Score: -5742010.500000 Penalty: 3487.848877
	Iteration 21Q: 3 clusters Score -5742010 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7122 members 
Mstep: Class 2 contains 38669 members 
Entering Unmasked Estep 
Score: -5742013.500000 Penalty: 3487.848877
	Iteration 22Q: 3 clusters Score -5742014 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7127 members 
Mstep: Class 2 contains 38664 members 
Entering Unmasked Estep 
Score: -5742024.000000 Penalty: 3487.848877
	Iteration 23Q: 3 clusters Score -5742024 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7130 members 
Mstep: Class 2 contains 38661 members 
Entering Unmasked Estep 
Score: -5742023.500000 Penalty: 3487.848877
	Iteration 24Q: 3 clusters Score -5742024 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7135 members 
Mstep: Class 2 contains 38656 members 
Entering Unmasked Estep 
Score: -5742021.500000 Penalty: 3487.848877
	Iteration 25Q: 3 clusters Score -5742022 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7138 members 
Mstep: Class 2 contains 38653 members 
Entering Unmasked Estep 
Score: -5742019.500000 Penalty: 3487.848877
	Iteration 26Q: 3 clusters Score -5742020 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7139 members 
Mstep: Class 2 contains 38652 members 
Entering Unmasked Estep 
Score: -5742021.000000 Penalty: 3487.848877
	Iteration 27Q: 3 clusters Score -5742021 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7139 members 
Mstep: Class 2 contains 38652 members 
Entering Unmasked Estep 
Score: -5742021.000000 Penalty: 3487.848877
	Iteration 28F: 3 clusters Score -5742021 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 13941 members 
Mstep: Class 2 contains 28521 members 
Mstep: Class 3 contains 59455 members 
Mstep: Class 4 contains 7139 members 
Mstep: Class 5 contains 20616 members 
Mstep: Class 6 contains 16657 members 
Mstep: Class 7 contains 115918 members 
Mstep: Class 8 contains 51819 members 
Mstep: Class 9 contains 55584 members 
Mstep: Class 10 contains 42075 members 
Mstep: Class 11 contains 68753 members 
Mstep: Class 12 contains 17109 members 
Mstep: Class 13 contains 14255 members 
Mstep: Class 14 contains 19876 members 
Mstep: Class 15 contains 1951 members 
Mstep: Class 16 contains 10689 members 
Mstep: Class 17 contains 27953 members 
Mstep: Class 18 contains 25378 members 
Mstep: Class 19 contains 3312 members 
Mstep: Class 20 contains 180919 members 
Mstep: Class 21 contains 38652 members 
Entering Unmasked Estep 
Score: -100123120.000000 Penalty: 46470.839844
Splitting cluster 4 changes total score from -100114304.000000 to -100123120.000000
So it's getting split into cluster 21.
Entering ConstructFrom: 
Trying to split cluster 5 (20616 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20616 members 
Entering Unmasked Estep 
Score: -2329776.750000 Penalty: 1614.246216
	Iteration 0F: 2 clusters Score -2329777 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10342 members 
Mstep: Class 2 contains 10274 members 
Entering Unmasked Estep 
Score: -2315840.500000 Penalty: 3228.492432
	Iteration 0F: 3 clusters Score -2315840 nChanged 9419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10473 members 
Mstep: Class 2 contains 10143 members 
Entering Unmasked Estep 
Score: -2322035.500000 Penalty: 3228.492432
	Iteration 1F: 3 clusters Score -2322036 nChanged 1818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10367 members 
Mstep: Class 2 contains 10249 members 
Entering Unmasked Estep 
Score: -2323881.250000 Penalty: 3228.492432
	Iteration 2F: 3 clusters Score -2323881 nChanged 1986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10091 members 
Mstep: Class 2 contains 10525 members 
Entering Unmasked Estep 
Score: -2325977.750000 Penalty: 3228.492432
	Iteration 3F: 3 clusters Score -2325978 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9695 members 
Mstep: Class 2 contains 10921 members 
Entering Unmasked Estep 
Score: -2327796.000000 Penalty: 3228.492432
	Iteration 4F: 3 clusters Score -2327796 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9354 members 
Mstep: Class 2 contains 11262 members 
Entering Unmasked Estep 
Score: -2329078.250000 Penalty: 3228.492432
	Iteration 5F: 3 clusters Score -2329078 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9151 members 
Mstep: Class 2 contains 11465 members 
Entering Unmasked Estep 
Score: -2329888.750000 Penalty: 3228.492432
	Iteration 6F: 3 clusters Score -2329889 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9045 members 
Mstep: Class 2 contains 11571 members 
Entering Unmasked Estep 
Score: -2330413.000000 Penalty: 3228.492432
	Iteration 7Q: 3 clusters Score -2330413 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9017 members 
Mstep: Class 2 contains 11599 members 
Entering Unmasked Estep 
Score: -2330720.750000 Penalty: 3228.492432
	Iteration 8Q: 3 clusters Score -2330721 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9023 members 
Mstep: Class 2 contains 11593 members 
Entering Unmasked Estep 
Score: -2330990.250000 Penalty: 3228.492432
	Iteration 9Q: 3 clusters Score -2330990 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9003 members 
Mstep: Class 2 contains 11613 members 
Entering Unmasked Estep 
Score: -2331166.000000 Penalty: 3228.492432
	Iteration 10Q: 3 clusters Score -2331166 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8980 members 
Mstep: Class 2 contains 11636 members 
Entering Unmasked Estep 
Score: -2331272.250000 Penalty: 3228.492432
	Iteration 11Q: 3 clusters Score -2331272 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8952 members 
Mstep: Class 2 contains 11664 members 
Entering Unmasked Estep 
Score: -2331337.750000 Penalty: 3228.492432
	Iteration 12Q: 3 clusters Score -2331338 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8932 members 
Mstep: Class 2 contains 11684 members 
Entering Unmasked Estep 
Score: -2331367.250000 Penalty: 3228.492432
	Iteration 13Q: 3 clusters Score -2331367 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8895 members 
Mstep: Class 2 contains 11721 members 
Entering Unmasked Estep 
Score: -2331396.750000 Penalty: 3228.492432
	Iteration 14Q: 3 clusters Score -2331397 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8851 members 
Mstep: Class 2 contains 11765 members 
Entering Unmasked Estep 
Score: -2331418.500000 Penalty: 3228.492432
	Iteration 15Q: 3 clusters Score -2331418 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8802 members 
Mstep: Class 2 contains 11814 members 
Entering Unmasked Estep 
Score: -2331439.500000 Penalty: 3228.492432
	Iteration 16Q: 3 clusters Score -2331440 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8767 members 
Mstep: Class 2 contains 11849 members 
Entering Unmasked Estep 
Score: -2331456.000000 Penalty: 3228.492432
	Iteration 17Q: 3 clusters Score -2331456 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8722 members 
Mstep: Class 2 contains 11894 members 
Entering Unmasked Estep 
Score: -2331467.250000 Penalty: 3228.492432
	Iteration 18Q: 3 clusters Score -2331467 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8669 members 
Mstep: Class 2 contains 11947 members 
Entering Unmasked Estep 
Score: -2331478.000000 Penalty: 3228.492432
	Iteration 19Q: 3 clusters Score -2331478 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8622 members 
Mstep: Class 2 contains 11994 members 
Entering Unmasked Estep 
Score: -2331493.250000 Penalty: 3228.492432
	Iteration 20F: 3 clusters Score -2331493 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8568 members 
Mstep: Class 2 contains 12048 members 
Entering Unmasked Estep 
Score: -2331505.000000 Penalty: 3228.492432
	Iteration 21Q: 3 clusters Score -2331505 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8524 members 
Mstep: Class 2 contains 12092 members 
Entering Unmasked Estep 
Score: -2331511.000000 Penalty: 3228.492432
	Iteration 22Q: 3 clusters Score -2331511 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8472 members 
Mstep: Class 2 contains 12144 members 
Entering Unmasked Estep 
Score: -2331514.500000 Penalty: 3228.492432
	Iteration 23Q: 3 clusters Score -2331514 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8423 members 
Mstep: Class 2 contains 12193 members 
Entering Unmasked Estep 
Score: -2331522.750000 Penalty: 3228.492432
	Iteration 24Q: 3 clusters Score -2331523 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8380 members 
Mstep: Class 2 contains 12236 members 
Entering Unmasked Estep 
Score: -2331526.750000 Penalty: 3228.492432
	Iteration 25Q: 3 clusters Score -2331527 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8325 members 
Mstep: Class 2 contains 12291 members 
Entering Unmasked Estep 
Score: -2331529.750000 Penalty: 3228.492432
	Iteration 26Q: 3 clusters Score -2331530 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8283 members 
Mstep: Class 2 contains 12333 members 
Entering Unmasked Estep 
Score: -2331542.000000 Penalty: 3228.492432
	Iteration 27Q: 3 clusters Score -2331542 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8240 members 
Mstep: Class 2 contains 12376 members 
Entering Unmasked Estep 
Score: -2331546.000000 Penalty: 3228.492432
	Iteration 28Q: 3 clusters Score -2331546 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8207 members 
Mstep: Class 2 contains 12409 members 
Entering Unmasked Estep 
Score: -2331551.750000 Penalty: 3228.492432
	Iteration 29Q: 3 clusters Score -2331552 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8189 members 
Mstep: Class 2 contains 12427 members 
Entering Unmasked Estep 
Score: -2331557.750000 Penalty: 3228.492432
	Iteration 30Q: 3 clusters Score -2331558 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8167 members 
Mstep: Class 2 contains 12449 members 
Entering Unmasked Estep 
Score: -2331557.750000 Penalty: 3228.492432
	Iteration 31Q: 3 clusters Score -2331558 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8147 members 
Mstep: Class 2 contains 12469 members 
Entering Unmasked Estep 
Score: -2331555.750000 Penalty: 3228.492432
	Iteration 32Q: 3 clusters Score -2331556 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8133 members 
Mstep: Class 2 contains 12483 members 
Entering Unmasked Estep 
Score: -2331560.500000 Penalty: 3228.492432
	Iteration 33Q: 3 clusters Score -2331560 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8121 members 
Mstep: Class 2 contains 12495 members 
Entering Unmasked Estep 
Score: -2331562.500000 Penalty: 3228.492432
	Iteration 34Q: 3 clusters Score -2331562 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8109 members 
Mstep: Class 2 contains 12507 members 
Entering Unmasked Estep 
Score: -2331566.250000 Penalty: 3228.492432
	Iteration 35Q: 3 clusters Score -2331566 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8105 members 
Mstep: Class 2 contains 12511 members 
Entering Unmasked Estep 
Score: -2331565.000000 Penalty: 3228.492432
	Iteration 36Q: 3 clusters Score -2331565 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8098 members 
Mstep: Class 2 contains 12518 members 
Entering Unmasked Estep 
Score: -2331563.250000 Penalty: 3228.492432
	Iteration 37Q: 3 clusters Score -2331563 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8085 members 
Mstep: Class 2 contains 12531 members 
Entering Unmasked Estep 
Score: -2331570.750000 Penalty: 3228.492432
	Iteration 38Q: 3 clusters Score -2331571 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8068 members 
Mstep: Class 2 contains 12548 members 
Entering Unmasked Estep 
Score: -2331571.000000 Penalty: 3228.492432
	Iteration 39Q: 3 clusters Score -2331571 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8053 members 
Mstep: Class 2 contains 12563 members 
Entering Unmasked Estep 
Score: -2331573.250000 Penalty: 3228.492432
	Iteration 40F: 3 clusters Score -2331573 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8040 members 
Mstep: Class 2 contains 12576 members 
Entering Unmasked Estep 
Score: -2331575.000000 Penalty: 3228.492432
	Iteration 41Q: 3 clusters Score -2331575 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8024 members 
Mstep: Class 2 contains 12592 members 
Entering Unmasked Estep 
Score: -2331580.000000 Penalty: 3228.492432
	Iteration 42Q: 3 clusters Score -2331580 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8006 members 
Mstep: Class 2 contains 12610 members 
Entering Unmasked Estep 
Score: -2331576.750000 Penalty: 3228.492432
	Iteration 43Q: 3 clusters Score -2331577 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7979 members 
Mstep: Class 2 contains 12637 members 
Entering Unmasked Estep 
Score: -2331585.000000 Penalty: 3228.492432
	Iteration 44Q: 3 clusters Score -2331585 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7964 members 
Mstep: Class 2 contains 12652 members 
Entering Unmasked Estep 
Score: -2331591.250000 Penalty: 3228.492432
	Iteration 45Q: 3 clusters Score -2331591 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7947 members 
Mstep: Class 2 contains 12669 members 
Entering Unmasked Estep 
Score: -2331595.500000 Penalty: 3228.492432
	Iteration 46Q: 3 clusters Score -2331596 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7924 members 
Mstep: Class 2 contains 12692 members 
Entering Unmasked Estep 
Score: -2331593.250000 Penalty: 3228.492432
	Iteration 47Q: 3 clusters Score -2331593 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7898 members 
Mstep: Class 2 contains 12718 members 
Entering Unmasked Estep 
Score: -2331599.500000 Penalty: 3228.492432
	Iteration 48Q: 3 clusters Score -2331600 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7871 members 
Mstep: Class 2 contains 12745 members 
Entering Unmasked Estep 
Score: -2331603.500000 Penalty: 3228.492432
	Iteration 49Q: 3 clusters Score -2331604 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7833 members 
Mstep: Class 2 contains 12783 members 
Entering Unmasked Estep 
Score: -2331619.250000 Penalty: 3228.492432
	Iteration 50Q: 3 clusters Score -2331619 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7795 members 
Mstep: Class 2 contains 12821 members 
Entering Unmasked Estep 
Score: -2331635.750000 Penalty: 3228.492432
	Iteration 51Q: 3 clusters Score -2331636 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7764 members 
Mstep: Class 2 contains 12852 members 
Entering Unmasked Estep 
Score: -2331642.750000 Penalty: 3228.492432
	Iteration 52Q: 3 clusters Score -2331643 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7737 members 
Mstep: Class 2 contains 12879 members 
Entering Unmasked Estep 
Score: -2331647.250000 Penalty: 3228.492432
	Iteration 53Q: 3 clusters Score -2331647 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7700 members 
Mstep: Class 2 contains 12916 members 
Entering Unmasked Estep 
Score: -2331651.250000 Penalty: 3228.492432
	Iteration 54Q: 3 clusters Score -2331651 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7672 members 
Mstep: Class 2 contains 12944 members 
Entering Unmasked Estep 
Score: -2331659.750000 Penalty: 3228.492432
	Iteration 55Q: 3 clusters Score -2331660 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7652 members 
Mstep: Class 2 contains 12964 members 
Entering Unmasked Estep 
Score: -2331667.500000 Penalty: 3228.492432
	Iteration 56Q: 3 clusters Score -2331668 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7642 members 
Mstep: Class 2 contains 12974 members 
Entering Unmasked Estep 
Score: -2331670.000000 Penalty: 3228.492432
	Iteration 57Q: 3 clusters Score -2331670 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7635 members 
Mstep: Class 2 contains 12981 members 
Entering Unmasked Estep 
Score: -2331670.500000 Penalty: 3228.492432
	Iteration 58Q: 3 clusters Score -2331670 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7630 members 
Mstep: Class 2 contains 12986 members 
Entering Unmasked Estep 
Score: -2331674.750000 Penalty: 3228.492432
	Iteration 59Q: 3 clusters Score -2331675 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7626 members 
Mstep: Class 2 contains 12990 members 
Entering Unmasked Estep 
Score: -2331672.750000 Penalty: 3228.492432
	Iteration 60F: 3 clusters Score -2331673 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7623 members 
Mstep: Class 2 contains 12993 members 
Entering Unmasked Estep 
Score: -2331669.500000 Penalty: 3228.492432
	Iteration 61Q: 3 clusters Score -2331670 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7620 members 
Mstep: Class 2 contains 12996 members 
Entering Unmasked Estep 
Score: -2331666.000000 Penalty: 3228.492432
	Iteration 62Q: 3 clusters Score -2331666 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7620 members 
Mstep: Class 2 contains 12996 members 
Entering Unmasked Estep 
Score: -2331666.000000 Penalty: 3228.492432
	Iteration 63F: 3 clusters Score -2331666 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 13941 members 
Mstep: Class 2 contains 28521 members 
Mstep: Class 3 contains 59455 members 
Mstep: Class 4 contains 7139 members 
Mstep: Class 5 contains 7620 members 
Mstep: Class 6 contains 16657 members 
Mstep: Class 7 contains 115918 members 
Mstep: Class 8 contains 51819 members 
Mstep: Class 9 contains 55584 members 
Mstep: Class 10 contains 42075 members 
Mstep: Class 11 contains 68753 members 
Mstep: Class 12 contains 17109 members 
Mstep: Class 13 contains 14255 members 
Mstep: Class 14 contains 19876 members 
Mstep: Class 15 contains 1951 members 
Mstep: Class 16 contains 10689 members 
Mstep: Class 17 contains 27953 members 
Mstep: Class 18 contains 25378 members 
Mstep: Class 19 contains 3312 members 
Mstep: Class 20 contains 180919 members 
Mstep: Class 21 contains 38652 members 
Mstep: Class 22 contains 12996 members 
Entering Unmasked Estep 
Score: -100124096.000000 Penalty: 48683.738281
Splitting cluster 5 changes total score from -100114304.000000 to -100124096.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 6 (16657 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16657 members 
Entering Unmasked Estep 
Score: -1928363.875000 Penalty: 1579.595215
	Iteration 0F: 2 clusters Score -1928364 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8446 members 
Mstep: Class 2 contains 8211 members 
Entering Unmasked Estep 
Score: -1917025.375000 Penalty: 3159.190430
	Iteration 0F: 3 clusters Score -1917025 nChanged 7571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9167 members 
Mstep: Class 2 contains 7490 members 
Entering Unmasked Estep 
Score: -1922988.500000 Penalty: 3159.190430
	Iteration 1F: 3 clusters Score -1922988 nChanged 1862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9665 members 
Mstep: Class 2 contains 6992 members 
Entering Unmasked Estep 
Score: -1925790.125000 Penalty: 3159.190430
	Iteration 2F: 3 clusters Score -1925790 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9621 members 
Mstep: Class 2 contains 7036 members 
Entering Unmasked Estep 
Score: -1928012.125000 Penalty: 3159.190430
	Iteration 3F: 3 clusters Score -1928012 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9169 members 
Mstep: Class 2 contains 7488 members 
Entering Unmasked Estep 
Score: -1929658.500000 Penalty: 3159.190430
	Iteration 4F: 3 clusters Score -1929658 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8506 members 
Mstep: Class 2 contains 8151 members 
Entering Unmasked Estep 
Score: -1931250.000000 Penalty: 3159.190430
	Iteration 5F: 3 clusters Score -1931250 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7846 members 
Mstep: Class 2 contains 8811 members 
Entering Unmasked Estep 
Score: -1932559.000000 Penalty: 3159.190430
	Iteration 6F: 3 clusters Score -1932559 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7303 members 
Mstep: Class 2 contains 9354 members 
Entering Unmasked Estep 
Score: -1933178.875000 Penalty: 3159.190430
	Iteration 7Q: 3 clusters Score -1933179 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6872 members 
Mstep: Class 2 contains 9785 members 
Entering Unmasked Estep 
Score: -1933479.875000 Penalty: 3159.190430
	Iteration 8Q: 3 clusters Score -1933480 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6535 members 
Mstep: Class 2 contains 10122 members 
Entering Unmasked Estep 
Score: -1933672.000000 Penalty: 3159.190430
	Iteration 9Q: 3 clusters Score -1933672 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6248 members 
Mstep: Class 2 contains 10409 members 
Entering Unmasked Estep 
Score: -1933819.625000 Penalty: 3159.190430
	Iteration 10Q: 3 clusters Score -1933820 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5985 members 
Mstep: Class 2 contains 10672 members 
Entering Unmasked Estep 
Score: -1933954.875000 Penalty: 3159.190430
	Iteration 11Q: 3 clusters Score -1933955 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5740 members 
Mstep: Class 2 contains 10917 members 
Entering Unmasked Estep 
Score: -1934068.125000 Penalty: 3159.190430
	Iteration 12Q: 3 clusters Score -1934068 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5533 members 
Mstep: Class 2 contains 11124 members 
Entering Unmasked Estep 
Score: -1934173.875000 Penalty: 3159.190430
	Iteration 13Q: 3 clusters Score -1934174 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5338 members 
Mstep: Class 2 contains 11319 members 
Entering Unmasked Estep 
Score: -1934262.000000 Penalty: 3159.190430
	Iteration 14Q: 3 clusters Score -1934262 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Mstep: Class 2 contains 11479 members 
Entering Unmasked Estep 
Score: -1934342.125000 Penalty: 3159.190430
	Iteration 15Q: 3 clusters Score -1934342 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5022 members 
Mstep: Class 2 contains 11635 members 
Entering Unmasked Estep 
Score: -1934414.750000 Penalty: 3159.190430
	Iteration 16Q: 3 clusters Score -1934415 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 11751 members 
Entering Unmasked Estep 
Score: -1934456.375000 Penalty: 3159.190430
	Iteration 17Q: 3 clusters Score -1934456 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 11851 members 
Entering Unmasked Estep 
Score: -1934477.875000 Penalty: 3159.190430
	Iteration 18Q: 3 clusters Score -1934478 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 11921 members 
Entering Unmasked Estep 
Score: -1934487.375000 Penalty: 3159.190430
	Iteration 19Q: 3 clusters Score -1934487 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 11984 members 
Entering Unmasked Estep 
Score: -1934510.750000 Penalty: 3159.190430
	Iteration 20F: 3 clusters Score -1934511 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 12049 members 
Entering Unmasked Estep 
Score: -1934531.625000 Penalty: 3159.190430
	Iteration 21Q: 3 clusters Score -1934532 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 12102 members 
Entering Unmasked Estep 
Score: -1934545.375000 Penalty: 3159.190430
	Iteration 22Q: 3 clusters Score -1934545 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 12144 members 
Entering Unmasked Estep 
Score: -1934551.875000 Penalty: 3159.190430
	Iteration 23Q: 3 clusters Score -1934552 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 12168 members 
Entering Unmasked Estep 
Score: -1934556.000000 Penalty: 3159.190430
	Iteration 24Q: 3 clusters Score -1934556 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 12185 members 
Entering Unmasked Estep 
Score: -1934558.000000 Penalty: 3159.190430
	Iteration 25Q: 3 clusters Score -1934558 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 12191 members 
Entering Unmasked Estep 
Score: -1934557.625000 Penalty: 3159.190430
	Iteration 26Q: 3 clusters Score -1934558 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 12200 members 
Entering Unmasked Estep 
Score: -1934557.750000 Penalty: 3159.190430
	Iteration 27Q: 3 clusters Score -1934558 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 12208 members 
Entering Unmasked Estep 
Score: -1934560.500000 Penalty: 3159.190430
	Iteration 28Q: 3 clusters Score -1934560 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 12212 members 
Entering Unmasked Estep 
Score: -1934559.875000 Penalty: 3159.190430
	Iteration 29Q: 3 clusters Score -1934560 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 12217 members 
Entering Unmasked Estep 
Score: -1934557.500000 Penalty: 3159.190430
	Iteration 30Q: 3 clusters Score -1934558 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 12224 members 
Entering Unmasked Estep 
Score: -1934559.875000 Penalty: 3159.190430
	Iteration 31Q: 3 clusters Score -1934560 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 12228 members 
Entering Unmasked Estep 
Score: -1934561.250000 Penalty: 3159.190430
	Iteration 32Q: 3 clusters Score -1934561 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 12228 members 
Entering Unmasked Estep 
Score: -1934561.250000 Penalty: 3159.190430
	Iteration 33F: 3 clusters Score -1934561 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 13941 members 
Mstep: Class 2 contains 28521 members 
Mstep: Class 3 contains 59455 members 
Mstep: Class 4 contains 7139 members 
Mstep: Class 5 contains 7620 members 
Mstep: Class 6 contains 4429 members 
Mstep: Class 7 contains 115918 members 
Mstep: Class 8 contains 51819 members 
Mstep: Class 9 contains 55584 members 
Mstep: Class 10 contains 42075 members 
Mstep: Class 11 contains 68753 members 
Mstep: Class 12 contains 17109 members 
Mstep: Class 13 contains 14255 members 
Mstep: Class 14 contains 19876 members 
Mstep: Class 15 contains 1951 members 
Mstep: Class 16 contains 10689 members 
Mstep: Class 17 contains 27953 members 
Mstep: Class 18 contains 25378 members 
Mstep: Class 19 contains 3312 members 
Mstep: Class 20 contains 180919 members 
Mstep: Class 21 contains 38652 members 
Mstep: Class 22 contains 12996 members 
Mstep: Class 23 contains 12228 members 
Entering Unmasked Estep 
Score: -100129712.000000 Penalty: 50896.632812
Splitting cluster 6 changes total score from -100114304.000000 to -100129712.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 7 (115918 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115918 members 
Entering Unmasked Estep 
Score: -14592906.000000 Penalty: 1894.853638
	Iteration 0F: 2 clusters Score -1.459291e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57828 members 
Mstep: Class 2 contains 58090 members 
Entering Unmasked Estep 
Score: -14515619.000000 Penalty: 3789.707275
	Iteration 0F: 3 clusters Score -1.451562e+07 nChanged 55841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55931 members 
Mstep: Class 2 contains 59987 members 
Entering Unmasked Estep 
Score: -14548166.000000 Penalty: 3789.707275
	Iteration 1F: 3 clusters Score -1.454817e+07 nChanged 4269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55012 members 
Mstep: Class 2 contains 60906 members 
Entering Unmasked Estep 
Score: -14549652.000000 Penalty: 3789.707275
	Iteration 2Q: 3 clusters Score -1.454965e+07 nChanged 4698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53760 members 
Mstep: Class 2 contains 62158 members 
Entering Unmasked Estep 
Score: -14551981.000000 Penalty: 3789.707275
	Iteration 3Q: 3 clusters Score -1.455198e+07 nChanged 5369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52437 members 
Mstep: Class 2 contains 63481 members 
Entering Unmasked Estep 
Score: -14555349.000000 Penalty: 3789.707275
	Iteration 4Q: 3 clusters Score -1.455535e+07 nChanged 6416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51453 members 
Mstep: Class 2 contains 64465 members 
Entering Unmasked Estep 
Score: -14559625.000000 Penalty: 3789.707275
	Iteration 5F: 3 clusters Score -1.455962e+07 nChanged 7124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51329 members 
Mstep: Class 2 contains 64589 members 
Entering Unmasked Estep 
Score: -14564313.000000 Penalty: 3789.707275
	Iteration 6F: 3 clusters Score -1.456431e+07 nChanged 7483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52132 members 
Mstep: Class 2 contains 63786 members 
Entering Unmasked Estep 
Score: -14569087.000000 Penalty: 3789.707275
	Iteration 7F: 3 clusters Score -1.456909e+07 nChanged 6963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53547 members 
Mstep: Class 2 contains 62371 members 
Entering Unmasked Estep 
Score: -14572976.000000 Penalty: 3789.707275
	Iteration 8F: 3 clusters Score -1.457298e+07 nChanged 5871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55244 members 
Mstep: Class 2 contains 60674 members 
Entering Unmasked Estep 
Score: -14575745.000000 Penalty: 3789.707275
	Iteration 9F: 3 clusters Score -1.457574e+07 nChanged 4806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57096 members 
Mstep: Class 2 contains 58822 members 
Entering Unmasked Estep 
Score: -14578024.000000 Penalty: 3789.707275
	Iteration 10Q: 3 clusters Score -1.457802e+07 nChanged 4153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59117 members 
Mstep: Class 2 contains 56801 members 
Entering Unmasked Estep 
Score: -14579989.000000 Penalty: 3789.707275
	Iteration 11Q: 3 clusters Score -1.457999e+07 nChanged 3590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61193 members 
Mstep: Class 2 contains 54725 members 
Entering Unmasked Estep 
Score: -14581727.000000 Penalty: 3789.707275
	Iteration 12Q: 3 clusters Score -1.458173e+07 nChanged 3287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63322 members 
Mstep: Class 2 contains 52596 members 
Entering Unmasked Estep 
Score: -14583327.000000 Penalty: 3789.707275
	Iteration 13Q: 3 clusters Score -1.458333e+07 nChanged 3037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65487 members 
Mstep: Class 2 contains 50431 members 
Entering Unmasked Estep 
Score: -14584748.000000 Penalty: 3789.707275
	Iteration 14Q: 3 clusters Score -1.458475e+07 nChanged 2894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67691 members 
Mstep: Class 2 contains 48227 members 
Entering Unmasked Estep 
Score: -14586199.000000 Penalty: 3789.707275
	Iteration 15Q: 3 clusters Score -1.45862e+07 nChanged 2627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69674 members 
Mstep: Class 2 contains 46244 members 
Entering Unmasked Estep 
Score: -14587481.000000 Penalty: 3789.707275
	Iteration 16Q: 3 clusters Score -1.458748e+07 nChanged 2432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71504 members 
Mstep: Class 2 contains 44414 members 
Entering Unmasked Estep 
Score: -14588589.000000 Penalty: 3789.707275
	Iteration 17Q: 3 clusters Score -1.458859e+07 nChanged 2372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73276 members 
Mstep: Class 2 contains 42642 members 
Entering Unmasked Estep 
Score: -14589705.000000 Penalty: 3789.707275
	Iteration 18Q: 3 clusters Score -1.45897e+07 nChanged 2112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74724 members 
Mstep: Class 2 contains 41194 members 
Entering Unmasked Estep 
Score: -14590597.000000 Penalty: 3789.707275
	Iteration 19Q: 3 clusters Score -1.45906e+07 nChanged 1934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75974 members 
Mstep: Class 2 contains 39944 members 
Entering Unmasked Estep 
Score: -14591366.000000 Penalty: 3789.707275
	Iteration 20F: 3 clusters Score -1.459137e+07 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76984 members 
Mstep: Class 2 contains 38934 members 
Entering Unmasked Estep 
Score: -14592138.000000 Penalty: 3789.707275
	Iteration 21Q: 3 clusters Score -1.459214e+07 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77711 members 
Mstep: Class 2 contains 38207 members 
Entering Unmasked Estep 
Score: -14592678.000000 Penalty: 3789.707275
	Iteration 22Q: 3 clusters Score -1.459268e+07 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78242 members 
Mstep: Class 2 contains 37676 members 
Entering Unmasked Estep 
Score: -14593094.000000 Penalty: 3789.707275
	Iteration 23Q: 3 clusters Score -1.459309e+07 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78642 members 
Mstep: Class 2 contains 37276 members 
Entering Unmasked Estep 
Score: -14593417.000000 Penalty: 3789.707275
	Iteration 24Q: 3 clusters Score -1.459342e+07 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78815 members 
Mstep: Class 2 contains 37103 members 
Entering Unmasked Estep 
Score: -14593701.000000 Penalty: 3789.707275
	Iteration 25Q: 3 clusters Score -1.45937e+07 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78829 members 
Mstep: Class 2 contains 37089 members 
Entering Unmasked Estep 
Score: -14593888.000000 Penalty: 3789.707275
	Iteration 26Q: 3 clusters Score -1.459389e+07 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78730 members 
Mstep: Class 2 contains 37188 members 
Entering Unmasked Estep 
Score: -14594024.000000 Penalty: 3789.707275
	Iteration 27Q: 3 clusters Score -1.459402e+07 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78631 members 
Mstep: Class 2 contains 37287 members 
Entering Unmasked Estep 
Score: -14594186.000000 Penalty: 3789.707275
	Iteration 28Q: 3 clusters Score -1.459419e+07 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78545 members 
Mstep: Class 2 contains 37373 members 
Entering Unmasked Estep 
Score: -14594259.000000 Penalty: 3789.707275
	Iteration 29Q: 3 clusters Score -1.459426e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78453 members 
Mstep: Class 2 contains 37465 members 
Entering Unmasked Estep 
Score: -14594286.000000 Penalty: 3789.707275
	Iteration 30Q: 3 clusters Score -1.459429e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78351 members 
Mstep: Class 2 contains 37567 members 
Entering Unmasked Estep 
Score: -14594289.000000 Penalty: 3789.707275
	Iteration 31Q: 3 clusters Score -1.459429e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78222 members 
Mstep: Class 2 contains 37696 members 
Entering Unmasked Estep 
Score: -14594319.000000 Penalty: 3789.707275
	Iteration 32Q: 3 clusters Score -1.459432e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78085 members 
Mstep: Class 2 contains 37833 members 
Entering Unmasked Estep 
Score: -14594311.000000 Penalty: 3789.707275
	Iteration 33Q: 3 clusters Score -1.459431e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77954 members 
Mstep: Class 2 contains 37964 members 
Entering Unmasked Estep 
Score: -14594323.000000 Penalty: 3789.707275
	Iteration 34Q: 3 clusters Score -1.459432e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77834 members 
Mstep: Class 2 contains 38084 members 
Entering Unmasked Estep 
Score: -14594329.000000 Penalty: 3789.707275
	Iteration 35Q: 3 clusters Score -1.459433e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77740 members 
Mstep: Class 2 contains 38178 members 
Entering Unmasked Estep 
Score: -14594340.000000 Penalty: 3789.707275
	Iteration 36Q: 3 clusters Score -1.459434e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77674 members 
Mstep: Class 2 contains 38244 members 
Entering Unmasked Estep 
Score: -14594360.000000 Penalty: 3789.707275
	Iteration 37Q: 3 clusters Score -1.459436e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77604 members 
Mstep: Class 2 contains 38314 members 
Entering Unmasked Estep 
Score: -14594366.000000 Penalty: 3789.707275
	Iteration 38Q: 3 clusters Score -1.459437e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77552 members 
Mstep: Class 2 contains 38366 members 
Entering Unmasked Estep 
Score: -14594369.000000 Penalty: 3789.707275
	Iteration 39Q: 3 clusters Score -1.459437e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77508 members 
Mstep: Class 2 contains 38410 members 
Entering Unmasked Estep 
Score: -14594345.000000 Penalty: 3789.707275
	Iteration 40F: 3 clusters Score -1.459434e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77456 members 
Mstep: Class 2 contains 38462 members 
Entering Unmasked Estep 
Score: -14594375.000000 Penalty: 3789.707275
	Iteration 41Q: 3 clusters Score -1.459438e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77408 members 
Mstep: Class 2 contains 38510 members 
Entering Unmasked Estep 
Score: -14594369.000000 Penalty: 3789.707275
	Iteration 42Q: 3 clusters Score -1.459437e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77359 members 
Mstep: Class 2 contains 38559 members 
Entering Unmasked Estep 
Score: -14594346.000000 Penalty: 3789.707275
	Iteration 43Q: 3 clusters Score -1.459435e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77320 members 
Mstep: Class 2 contains 38598 members 
Entering Unmasked Estep 
Score: -14594347.000000 Penalty: 3789.707275
	Iteration 44Q: 3 clusters Score -1.459435e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77294 members 
Mstep: Class 2 contains 38624 members 
Entering Unmasked Estep 
Score: -14594340.000000 Penalty: 3789.707275
	Iteration 45Q: 3 clusters Score -1.459434e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77265 members 
Mstep: Class 2 contains 38653 members 
Entering Unmasked Estep 
Score: -14594307.000000 Penalty: 3789.707275
	Iteration 46Q: 3 clusters Score -1.459431e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77234 members 
Mstep: Class 2 contains 38684 members 
Entering Unmasked Estep 
Score: -14594319.000000 Penalty: 3789.707275
	Iteration 47Q: 3 clusters Score -1.459432e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77204 members 
Mstep: Class 2 contains 38714 members 
Entering Unmasked Estep 
Score: -14594327.000000 Penalty: 3789.707275
	Iteration 48Q: 3 clusters Score -1.459433e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77184 members 
Mstep: Class 2 contains 38734 members 
Entering Unmasked Estep 
Score: -14594324.000000 Penalty: 3789.707275
	Iteration 49Q: 3 clusters Score -1.459432e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77152 members 
Mstep: Class 2 contains 38766 members 
Entering Unmasked Estep 
Score: -14594314.000000 Penalty: 3789.707275
	Iteration 50Q: 3 clusters Score -1.459431e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77120 members 
Mstep: Class 2 contains 38798 members 
Entering Unmasked Estep 
Score: -14594312.000000 Penalty: 3789.707275
	Iteration 51Q: 3 clusters Score -1.459431e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77092 members 
Mstep: Class 2 contains 38826 members 
Entering Unmasked Estep 
Score: -14594314.000000 Penalty: 3789.707275
	Iteration 52Q: 3 clusters Score -1.459431e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77066 members 
Mstep: Class 2 contains 38852 members 
Entering Unmasked Estep 
Score: -14594301.000000 Penalty: 3789.707275
	Iteration 53Q: 3 clusters Score -1.45943e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77049 members 
Mstep: Class 2 contains 38869 members 
Entering Unmasked Estep 
Score: -14594313.000000 Penalty: 3789.707275
	Iteration 54Q: 3 clusters Score -1.459431e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77033 members 
Mstep: Class 2 contains 38885 members 
Entering Unmasked Estep 
Score: -14594320.000000 Penalty: 3789.707275
	Iteration 55Q: 3 clusters Score -1.459432e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77019 members 
Mstep: Class 2 contains 38899 members 
Entering Unmasked Estep 
Score: -14594311.000000 Penalty: 3789.707275
	Iteration 56Q: 3 clusters Score -1.459431e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77010 members 
Mstep: Class 2 contains 38908 members 
Entering Unmasked Estep 
Score: -14594326.000000 Penalty: 3789.707275
	Iteration 57Q: 3 clusters Score -1.459433e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76999 members 
Mstep: Class 2 contains 38919 members 
Entering Unmasked Estep 
Score: -14594320.000000 Penalty: 3789.707275
	Iteration 58Q: 3 clusters Score -1.459432e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76995 members 
Mstep: Class 2 contains 38923 members 
Entering Unmasked Estep 
Score: -14594331.000000 Penalty: 3789.707275
	Iteration 59Q: 3 clusters Score -1.459433e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76984 members 
Mstep: Class 2 contains 38934 members 
Entering Unmasked Estep 
Score: -14594330.000000 Penalty: 3789.707275
	Iteration 60F: 3 clusters Score -1.459433e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76975 members 
Mstep: Class 2 contains 38943 members 
Entering Unmasked Estep 
Score: -14594328.000000 Penalty: 3789.707275
	Iteration 61Q: 3 clusters Score -1.459433e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76969 members 
Mstep: Class 2 contains 38949 members 
Entering Unmasked Estep 
Score: -14594336.000000 Penalty: 3789.707275
	Iteration 62Q: 3 clusters Score -1.459434e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76963 members 
Mstep: Class 2 contains 38955 members 
Entering Unmasked Estep 
Score: -14594338.000000 Penalty: 3789.707275
	Iteration 63Q: 3 clusters Score -1.459434e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76957 members 
Mstep: Class 2 contains 38961 members 
Entering Unmasked Estep 
Score: -14594328.000000 Penalty: 3789.707275
	Iteration 64Q: 3 clusters Score -1.459433e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76948 members 
Mstep: Class 2 contains 38970 members 
Entering Unmasked Estep 
Score: -14594333.000000 Penalty: 3789.707275
	Iteration 65Q: 3 clusters Score -1.459433e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76940 members 
Mstep: Class 2 contains 38978 members 
Entering Unmasked Estep 
Score: -14594343.000000 Penalty: 3789.707275
	Iteration 66Q: 3 clusters Score -1.459434e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76933 members 
Mstep: Class 2 contains 38985 members 
Entering Unmasked Estep 
Score: -14594329.000000 Penalty: 3789.707275
	Iteration 67Q: 3 clusters Score -1.459433e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76928 members 
Mstep: Class 2 contains 38990 members 
Entering Unmasked Estep 
Score: -14594334.000000 Penalty: 3789.707275
	Iteration 68Q: 3 clusters Score -1.459433e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76923 members 
Mstep: Class 2 contains 38995 members 
Entering Unmasked Estep 
Score: -14594336.000000 Penalty: 3789.707275
	Iteration 69Q: 3 clusters Score -1.459434e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76918 members 
Mstep: Class 2 contains 39000 members 
Entering Unmasked Estep 
Score: -14594340.000000 Penalty: 3789.707275
	Iteration 70Q: 3 clusters Score -1.459434e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76916 members 
Mstep: Class 2 contains 39002 members 
Entering Unmasked Estep 
Score: -14594345.000000 Penalty: 3789.707275
	Iteration 71Q: 3 clusters Score -1.459434e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76915 members 
Mstep: Class 2 contains 39003 members 
Entering Unmasked Estep 
Score: -14594345.000000 Penalty: 3789.707275
	Iteration 72Q: 3 clusters Score -1.459434e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76914 members 
Mstep: Class 2 contains 39004 members 
Entering Unmasked Estep 
Score: -14594348.000000 Penalty: 3789.707275
	Iteration 73Q: 3 clusters Score -1.459435e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76914 members 
Mstep: Class 2 contains 39004 members 
Entering Unmasked Estep 
Score: -14594348.000000 Penalty: 3789.707275
	Iteration 74F: 3 clusters Score -1.459435e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 13941 members 
Mstep: Class 2 contains 28521 members 
Mstep: Class 3 contains 59455 members 
Mstep: Class 4 contains 7139 members 
Mstep: Class 5 contains 7620 members 
Mstep: Class 6 contains 4429 members 
Mstep: Class 7 contains 76914 members 
Mstep: Class 8 contains 51819 members 
Mstep: Class 9 contains 55584 members 
Mstep: Class 10 contains 42075 members 
Mstep: Class 11 contains 68753 members 
Mstep: Class 12 contains 17109 members 
Mstep: Class 13 contains 14255 members 
Mstep: Class 14 contains 19876 members 
Mstep: Class 15 contains 1951 members 
Mstep: Class 16 contains 10689 members 
Mstep: Class 17 contains 27953 members 
Mstep: Class 18 contains 25378 members 
Mstep: Class 19 contains 3312 members 
Mstep: Class 20 contains 180919 members 
Mstep: Class 21 contains 38652 members 
Mstep: Class 22 contains 12996 members 
Mstep: Class 23 contains 12228 members 
Mstep: Class 24 contains 39004 members 
Entering Unmasked Estep 
Score: -100129784.000000 Penalty: 53109.531250
Splitting cluster 7 changes total score from -100114304.000000 to -100129784.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 8 (51819 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51819 members 
Entering Unmasked Estep 
Score: -6457209.000000 Penalty: 1764.020752
	Iteration 0F: 2 clusters Score -6457209 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25953 members 
Mstep: Class 2 contains 25866 members 
Entering Unmasked Estep 
Score: -6422589.000000 Penalty: 3528.041504
	Iteration 0F: 3 clusters Score -6422589 nChanged 24338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25943 members 
Mstep: Class 2 contains 25876 members 
Entering Unmasked Estep 
Score: -6437200.500000 Penalty: 3528.041504
	Iteration 1F: 3 clusters Score -6437200 nChanged 2860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25749 members 
Mstep: Class 2 contains 26070 members 
Entering Unmasked Estep 
Score: -6438743.500000 Penalty: 3528.041504
	Iteration 2F: 3 clusters Score -6438744 nChanged 3165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25834 members 
Mstep: Class 2 contains 25985 members 
Entering Unmasked Estep 
Score: -6440493.000000 Penalty: 3528.041504
	Iteration 3F: 3 clusters Score -6440493 nChanged 3393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26269 members 
Mstep: Class 2 contains 25550 members 
Entering Unmasked Estep 
Score: -6442584.500000 Penalty: 3528.041504
	Iteration 4F: 3 clusters Score -6442584 nChanged 3631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26996 members 
Mstep: Class 2 contains 24823 members 
Entering Unmasked Estep 
Score: -6445455.000000 Penalty: 3528.041504
	Iteration 5F: 3 clusters Score -6445455 nChanged 3999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28035 members 
Mstep: Class 2 contains 23784 members 
Entering Unmasked Estep 
Score: -6449241.500000 Penalty: 3528.041504
	Iteration 6F: 3 clusters Score -6449242 nChanged 3982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29467 members 
Mstep: Class 2 contains 22352 members 
Entering Unmasked Estep 
Score: -6452899.500000 Penalty: 3528.041504
	Iteration 7F: 3 clusters Score -6452900 nChanged 3439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31066 members 
Mstep: Class 2 contains 20753 members 
Entering Unmasked Estep 
Score: -6455291.000000 Penalty: 3528.041504
	Iteration 8F: 3 clusters Score -6455291 nChanged 2555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32519 members 
Mstep: Class 2 contains 19300 members 
Entering Unmasked Estep 
Score: -6457005.000000 Penalty: 3528.041504
	Iteration 9Q: 3 clusters Score -6457005 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33645 members 
Mstep: Class 2 contains 18174 members 
Entering Unmasked Estep 
Score: -6458569.500000 Penalty: 3528.041504
	Iteration 10Q: 3 clusters Score -6458570 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34542 members 
Mstep: Class 2 contains 17277 members 
Entering Unmasked Estep 
Score: -6460178.000000 Penalty: 3528.041504
	Iteration 11Q: 3 clusters Score -6460178 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35186 members 
Mstep: Class 2 contains 16633 members 
Entering Unmasked Estep 
Score: -6461027.500000 Penalty: 3528.041504
	Iteration 12Q: 3 clusters Score -6461028 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35671 members 
Mstep: Class 2 contains 16148 members 
Entering Unmasked Estep 
Score: -6461545.500000 Penalty: 3528.041504
	Iteration 13Q: 3 clusters Score -6461546 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35961 members 
Mstep: Class 2 contains 15858 members 
Entering Unmasked Estep 
Score: -6461867.500000 Penalty: 3528.041504
	Iteration 14Q: 3 clusters Score -6461868 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36179 members 
Mstep: Class 2 contains 15640 members 
Entering Unmasked Estep 
Score: -6462127.500000 Penalty: 3528.041504
	Iteration 15Q: 3 clusters Score -6462128 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36410 members 
Mstep: Class 2 contains 15409 members 
Entering Unmasked Estep 
Score: -6462330.000000 Penalty: 3528.041504
	Iteration 16Q: 3 clusters Score -6462330 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36626 members 
Mstep: Class 2 contains 15193 members 
Entering Unmasked Estep 
Score: -6462656.000000 Penalty: 3528.041504
	Iteration 17Q: 3 clusters Score -6462656 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36849 members 
Mstep: Class 2 contains 14970 members 
Entering Unmasked Estep 
Score: -6463010.500000 Penalty: 3528.041504
	Iteration 18Q: 3 clusters Score -6463010 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37044 members 
Mstep: Class 2 contains 14775 members 
Entering Unmasked Estep 
Score: -6463343.000000 Penalty: 3528.041504
	Iteration 19Q: 3 clusters Score -6463343 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37182 members 
Mstep: Class 2 contains 14637 members 
Entering Unmasked Estep 
Score: -6463569.500000 Penalty: 3528.041504
	Iteration 20F: 3 clusters Score -6463570 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37264 members 
Mstep: Class 2 contains 14555 members 
Entering Unmasked Estep 
Score: -6463661.500000 Penalty: 3528.041504
	Iteration 21Q: 3 clusters Score -6463662 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37341 members 
Mstep: Class 2 contains 14478 members 
Entering Unmasked Estep 
Score: -6463753.500000 Penalty: 3528.041504
	Iteration 22Q: 3 clusters Score -6463754 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37402 members 
Mstep: Class 2 contains 14417 members 
Entering Unmasked Estep 
Score: -6463806.000000 Penalty: 3528.041504
	Iteration 23Q: 3 clusters Score -6463806 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37430 members 
Mstep: Class 2 contains 14389 members 
Entering Unmasked Estep 
Score: -6463854.000000 Penalty: 3528.041504
	Iteration 24Q: 3 clusters Score -6463854 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37469 members 
Mstep: Class 2 contains 14350 members 
Entering Unmasked Estep 
Score: -6463902.500000 Penalty: 3528.041504
	Iteration 25Q: 3 clusters Score -6463902 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37525 members 
Mstep: Class 2 contains 14294 members 
Entering Unmasked Estep 
Score: -6463931.500000 Penalty: 3528.041504
	Iteration 26Q: 3 clusters Score -6463932 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37581 members 
Mstep: Class 2 contains 14238 members 
Entering Unmasked Estep 
Score: -6463946.000000 Penalty: 3528.041504
	Iteration 27Q: 3 clusters Score -6463946 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37629 members 
Mstep: Class 2 contains 14190 members 
Entering Unmasked Estep 
Score: -6463975.000000 Penalty: 3528.041504
	Iteration 28Q: 3 clusters Score -6463975 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37669 members 
Mstep: Class 2 contains 14150 members 
Entering Unmasked Estep 
Score: -6464009.000000 Penalty: 3528.041504
	Iteration 29Q: 3 clusters Score -6464009 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37713 members 
Mstep: Class 2 contains 14106 members 
Entering Unmasked Estep 
Score: -6464002.500000 Penalty: 3528.041504
	Iteration 30Q: 3 clusters Score -6464002 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37757 members 
Mstep: Class 2 contains 14062 members 
Entering Unmasked Estep 
Score: -6464021.500000 Penalty: 3528.041504
	Iteration 31Q: 3 clusters Score -6464022 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37801 members 
Mstep: Class 2 contains 14018 members 
Entering Unmasked Estep 
Score: -6464024.000000 Penalty: 3528.041504
	Iteration 32Q: 3 clusters Score -6464024 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37857 members 
Mstep: Class 2 contains 13962 members 
Entering Unmasked Estep 
Score: -6464053.500000 Penalty: 3528.041504
	Iteration 33Q: 3 clusters Score -6464054 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37914 members 
Mstep: Class 2 contains 13905 members 
Entering Unmasked Estep 
Score: -6464069.500000 Penalty: 3528.041504
	Iteration 34Q: 3 clusters Score -6464070 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38001 members 
Mstep: Class 2 contains 13818 members 
Entering Unmasked Estep 
Score: -6464092.000000 Penalty: 3528.041504
	Iteration 35Q: 3 clusters Score -6464092 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38103 members 
Mstep: Class 2 contains 13716 members 
Entering Unmasked Estep 
Score: -6464160.500000 Penalty: 3528.041504
	Iteration 36Q: 3 clusters Score -6464160 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38228 members 
Mstep: Class 2 contains 13591 members 
Entering Unmasked Estep 
Score: -6464215.000000 Penalty: 3528.041504
	Iteration 37Q: 3 clusters Score -6464215 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38347 members 
Mstep: Class 2 contains 13472 members 
Entering Unmasked Estep 
Score: -6464252.000000 Penalty: 3528.041504
	Iteration 38Q: 3 clusters Score -6464252 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38456 members 
Mstep: Class 2 contains 13363 members 
Entering Unmasked Estep 
Score: -6464292.000000 Penalty: 3528.041504
	Iteration 39Q: 3 clusters Score -6464292 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38566 members 
Mstep: Class 2 contains 13253 members 
Entering Unmasked Estep 
Score: -6464353.000000 Penalty: 3528.041504
	Iteration 40F: 3 clusters Score -6464353 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38655 members 
Mstep: Class 2 contains 13164 members 
Entering Unmasked Estep 
Score: -6464382.500000 Penalty: 3528.041504
	Iteration 41Q: 3 clusters Score -6464382 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38727 members 
Mstep: Class 2 contains 13092 members 
Entering Unmasked Estep 
Score: -6464416.500000 Penalty: 3528.041504
	Iteration 42Q: 3 clusters Score -6464416 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38777 members 
Mstep: Class 2 contains 13042 members 
Entering Unmasked Estep 
Score: -6464424.500000 Penalty: 3528.041504
	Iteration 43Q: 3 clusters Score -6464424 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38821 members 
Mstep: Class 2 contains 12998 members 
Entering Unmasked Estep 
Score: -6464418.000000 Penalty: 3528.041504
	Iteration 44Q: 3 clusters Score -6464418 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38859 members 
Mstep: Class 2 contains 12960 members 
Entering Unmasked Estep 
Score: -6464411.500000 Penalty: 3528.041504
	Iteration 45Q: 3 clusters Score -6464412 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38893 members 
Mstep: Class 2 contains 12926 members 
Entering Unmasked Estep 
Score: -6464418.500000 Penalty: 3528.041504
	Iteration 46Q: 3 clusters Score -6464418 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38917 members 
Mstep: Class 2 contains 12902 members 
Entering Unmasked Estep 
Score: -6464424.000000 Penalty: 3528.041504
	Iteration 47Q: 3 clusters Score -6464424 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38932 members 
Mstep: Class 2 contains 12887 members 
Entering Unmasked Estep 
Score: -6464429.000000 Penalty: 3528.041504
	Iteration 48Q: 3 clusters Score -6464429 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38944 members 
Mstep: Class 2 contains 12875 members 
Entering Unmasked Estep 
Score: -6464431.000000 Penalty: 3528.041504
	Iteration 49Q: 3 clusters Score -6464431 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38949 members 
Mstep: Class 2 contains 12870 members 
Entering Unmasked Estep 
Score: -6464428.500000 Penalty: 3528.041504
	Iteration 50Q: 3 clusters Score -6464428 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38951 members 
Mstep: Class 2 contains 12868 members 
Entering Unmasked Estep 
Score: -6464429.500000 Penalty: 3528.041504
	Iteration 51Q: 3 clusters Score -6464430 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38952 members 
Mstep: Class 2 contains 12867 members 
Entering Unmasked Estep 
Score: -6464433.500000 Penalty: 3528.041504
	Iteration 52Q: 3 clusters Score -6464434 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38953 members 
Mstep: Class 2 contains 12866 members 
Entering Unmasked Estep 
Score: -6464430.000000 Penalty: 3528.041504
	Iteration 53Q: 3 clusters Score -6464430 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38953 members 
Mstep: Class 2 contains 12866 members 
Entering Unmasked Estep 
Score: -6464430.000000 Penalty: 3528.041504
	Iteration 54F: 3 clusters Score -6464430 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 13941 members 
Mstep: Class 2 contains 28521 members 
Mstep: Class 3 contains 59455 members 
Mstep: Class 4 contains 7139 members 
Mstep: Class 5 contains 7620 members 
Mstep: Class 6 contains 4429 members 
Mstep: Class 7 contains 76914 members 
Mstep: Class 8 contains 38953 members 
Mstep: Class 9 contains 55584 members 
Mstep: Class 10 contains 42075 members 
Mstep: Class 11 contains 68753 members 
Mstep: Class 12 contains 17109 members 
Mstep: Class 13 contains 14255 members 
Mstep: Class 14 contains 19876 members 
Mstep: Class 15 contains 1951 members 
Mstep: Class 16 contains 10689 members 
Mstep: Class 17 contains 27953 members 
Mstep: Class 18 contains 25378 members 
Mstep: Class 19 contains 3312 members 
Mstep: Class 20 contains 180919 members 
Mstep: Class 21 contains 38652 members 
Mstep: Class 22 contains 12996 members 
Mstep: Class 23 contains 12228 members 
Mstep: Class 24 contains 39004 members 
Mstep: Class 25 contains 12866 members 
Entering Unmasked Estep 
Score: -100137344.000000 Penalty: 55322.429688
Splitting cluster 8 changes total score from -100114304.000000 to -100137344.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 9 (55584 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55584 members 
Entering Unmasked Estep 
Score: -6965629.500000 Penalty: 1775.418213
	Iteration 0F: 2 clusters Score -6965630 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27975 members 
Mstep: Class 2 contains 27609 members 
Entering Unmasked Estep 
Score: -6928184.500000 Penalty: 3550.836426
	Iteration 0F: 3 clusters Score -6928184 nChanged 26313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30974 members 
Mstep: Class 2 contains 24610 members 
Entering Unmasked Estep 
Score: -6943674.500000 Penalty: 3550.836426
	Iteration 1F: 3 clusters Score -6943674 nChanged 2888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33012 members 
Mstep: Class 2 contains 22572 members 
Entering Unmasked Estep 
Score: -6945101.000000 Penalty: 3550.836426
	Iteration 2F: 3 clusters Score -6945101 nChanged 3748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35998 members 
Mstep: Class 2 contains 19586 members 
Entering Unmasked Estep 
Score: -6947627.000000 Penalty: 3550.836426
	Iteration 3F: 3 clusters Score -6947627 nChanged 4928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39966 members 
Mstep: Class 2 contains 15618 members 
Entering Unmasked Estep 
Score: -6952414.500000 Penalty: 3550.836426
	Iteration 4F: 3 clusters Score -6952414 nChanged 5523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44091 members 
Mstep: Class 2 contains 11493 members 
Entering Unmasked Estep 
Score: -6958165.000000 Penalty: 3550.836426
	Iteration 5F: 3 clusters Score -6958165 nChanged 4265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46826 members 
Mstep: Class 2 contains 8758 members 
Entering Unmasked Estep 
Score: -6962012.000000 Penalty: 3550.836426
	Iteration 6F: 3 clusters Score -6962012 nChanged 2508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48030 members 
Mstep: Class 2 contains 7554 members 
Entering Unmasked Estep 
Score: -6964103.000000 Penalty: 3550.836426
	Iteration 7Q: 3 clusters Score -6964103 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48371 members 
Mstep: Class 2 contains 7213 members 
Entering Unmasked Estep 
Score: -6965592.500000 Penalty: 3550.836426
	Iteration 8Q: 3 clusters Score -6965592 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48445 members 
Mstep: Class 2 contains 7139 members 
Entering Unmasked Estep 
Score: -6966761.000000 Penalty: 3550.836426
	Iteration 9Q: 3 clusters Score -6966761 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48438 members 
Mstep: Class 2 contains 7146 members 
Entering Unmasked Estep 
Score: -6967558.000000 Penalty: 3550.836426
	Iteration 10Q: 3 clusters Score -6967558 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48346 members 
Mstep: Class 2 contains 7238 members 
Entering Unmasked Estep 
Score: -6967961.000000 Penalty: 3550.836426
	Iteration 11Q: 3 clusters Score -6967961 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48254 members 
Mstep: Class 2 contains 7330 members 
Entering Unmasked Estep 
Score: -6968159.500000 Penalty: 3550.836426
	Iteration 12Q: 3 clusters Score -6968160 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48191 members 
Mstep: Class 2 contains 7393 members 
Entering Unmasked Estep 
Score: -6968267.000000 Penalty: 3550.836426
	Iteration 13Q: 3 clusters Score -6968267 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48142 members 
Mstep: Class 2 contains 7442 members 
Entering Unmasked Estep 
Score: -6968359.000000 Penalty: 3550.836426
	Iteration 14Q: 3 clusters Score -6968359 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48084 members 
Mstep: Class 2 contains 7500 members 
Entering Unmasked Estep 
Score: -6968369.000000 Penalty: 3550.836426
	Iteration 15Q: 3 clusters Score -6968369 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48042 members 
Mstep: Class 2 contains 7542 members 
Entering Unmasked Estep 
Score: -6968371.500000 Penalty: 3550.836426
	Iteration 16Q: 3 clusters Score -6968372 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48012 members 
Mstep: Class 2 contains 7572 members 
Entering Unmasked Estep 
Score: -6968386.000000 Penalty: 3550.836426
	Iteration 17Q: 3 clusters Score -6968386 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47991 members 
Mstep: Class 2 contains 7593 members 
Entering Unmasked Estep 
Score: -6968384.500000 Penalty: 3550.836426
	Iteration 18Q: 3 clusters Score -6968384 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47970 members 
Mstep: Class 2 contains 7614 members 
Entering Unmasked Estep 
Score: -6968412.000000 Penalty: 3550.836426
	Iteration 19Q: 3 clusters Score -6968412 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47958 members 
Mstep: Class 2 contains 7626 members 
Entering Unmasked Estep 
Score: -6968412.500000 Penalty: 3550.836426
	Iteration 20F: 3 clusters Score -6968412 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47948 members 
Mstep: Class 2 contains 7636 members 
Entering Unmasked Estep 
Score: -6968424.500000 Penalty: 3550.836426
	Iteration 21Q: 3 clusters Score -6968424 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47934 members 
Mstep: Class 2 contains 7650 members 
Entering Unmasked Estep 
Score: -6968427.500000 Penalty: 3550.836426
	Iteration 22Q: 3 clusters Score -6968428 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47921 members 
Mstep: Class 2 contains 7663 members 
Entering Unmasked Estep 
Score: -6968444.500000 Penalty: 3550.836426
	Iteration 23Q: 3 clusters Score -6968444 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47913 members 
Mstep: Class 2 contains 7671 members 
Entering Unmasked Estep 
Score: -6968447.500000 Penalty: 3550.836426
	Iteration 24Q: 3 clusters Score -6968448 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47900 members 
Mstep: Class 2 contains 7684 members 
Entering Unmasked Estep 
Score: -6968438.000000 Penalty: 3550.836426
	Iteration 25Q: 3 clusters Score -6968438 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47887 members 
Mstep: Class 2 contains 7697 members 
Entering Unmasked Estep 
Score: -6968436.500000 Penalty: 3550.836426
	Iteration 26Q: 3 clusters Score -6968436 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47877 members 
Mstep: Class 2 contains 7707 members 
Entering Unmasked Estep 
Score: -6968442.000000 Penalty: 3550.836426
	Iteration 27Q: 3 clusters Score -6968442 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47866 members 
Mstep: Class 2 contains 7718 members 
Entering Unmasked Estep 
Score: -6968431.500000 Penalty: 3550.836426
	Iteration 28Q: 3 clusters Score -6968432 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47856 members 
Mstep: Class 2 contains 7728 members 
Entering Unmasked Estep 
Score: -6968429.500000 Penalty: 3550.836426
	Iteration 29Q: 3 clusters Score -6968430 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47848 members 
Mstep: Class 2 contains 7736 members 
Entering Unmasked Estep 
Score: -6968429.500000 Penalty: 3550.836426
	Iteration 30Q: 3 clusters Score -6968430 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47841 members 
Mstep: Class 2 contains 7743 members 
Entering Unmasked Estep 
Score: -6968424.500000 Penalty: 3550.836426
	Iteration 31Q: 3 clusters Score -6968424 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47835 members 
Mstep: Class 2 contains 7749 members 
Entering Unmasked Estep 
Score: -6968423.500000 Penalty: 3550.836426
	Iteration 32Q: 3 clusters Score -6968424 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47832 members 
Mstep: Class 2 contains 7752 members 
Entering Unmasked Estep 
Score: -6968422.500000 Penalty: 3550.836426
	Iteration 33Q: 3 clusters Score -6968422 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47830 members 
Mstep: Class 2 contains 7754 members 
Entering Unmasked Estep 
Score: -6968425.000000 Penalty: 3550.836426
	Iteration 34Q: 3 clusters Score -6968425 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47829 members 
Mstep: Class 2 contains 7755 members 
Entering Unmasked Estep 
Score: -6968426.500000 Penalty: 3550.836426
	Iteration 35Q: 3 clusters Score -6968426 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47828 members 
Mstep: Class 2 contains 7756 members 
Entering Unmasked Estep 
Score: -6968422.500000 Penalty: 3550.836426
	Iteration 36Q: 3 clusters Score -6968422 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47824 members 
Mstep: Class 2 contains 7760 members 
Entering Unmasked Estep 
Score: -6968419.000000 Penalty: 3550.836426
	Iteration 37Q: 3 clusters Score -6968419 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47820 members 
Mstep: Class 2 contains 7764 members 
Entering Unmasked Estep 
Score: -6968423.500000 Penalty: 3550.836426
	Iteration 38Q: 3 clusters Score -6968424 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47814 members 
Mstep: Class 2 contains 7770 members 
Entering Unmasked Estep 
Score: -6968420.500000 Penalty: 3550.836426
	Iteration 39Q: 3 clusters Score -6968420 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47811 members 
Mstep: Class 2 contains 7773 members 
Entering Unmasked Estep 
Score: -6968424.000000 Penalty: 3550.836426
	Iteration 40F: 3 clusters Score -6968424 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47808 members 
Mstep: Class 2 contains 7776 members 
Entering Unmasked Estep 
Score: -6968423.500000 Penalty: 3550.836426
	Iteration 41Q: 3 clusters Score -6968424 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47801 members 
Mstep: Class 2 contains 7783 members 
Entering Unmasked Estep 
Score: -6968423.000000 Penalty: 3550.836426
	Iteration 42Q: 3 clusters Score -6968423 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47794 members 
Mstep: Class 2 contains 7790 members 
Entering Unmasked Estep 
Score: -6968417.500000 Penalty: 3550.836426
	Iteration 43Q: 3 clusters Score -6968418 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47789 members 
Mstep: Class 2 contains 7795 members 
Entering Unmasked Estep 
Score: -6968420.500000 Penalty: 3550.836426
	Iteration 44Q: 3 clusters Score -6968420 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47778 members 
Mstep: Class 2 contains 7806 members 
Entering Unmasked Estep 
Score: -6968423.000000 Penalty: 3550.836426
	Iteration 45Q: 3 clusters Score -6968423 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47765 members 
Mstep: Class 2 contains 7819 members 
Entering Unmasked Estep 
Score: -6968421.500000 Penalty: 3550.836426
	Iteration 46Q: 3 clusters Score -6968422 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47757 members 
Mstep: Class 2 contains 7827 members 
Entering Unmasked Estep 
Score: -6968431.500000 Penalty: 3550.836426
	Iteration 47Q: 3 clusters Score -6968432 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47748 members 
Mstep: Class 2 contains 7836 members 
Entering Unmasked Estep 
Score: -6968429.500000 Penalty: 3550.836426
	Iteration 48Q: 3 clusters Score -6968430 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47744 members 
Mstep: Class 2 contains 7840 members 
Entering Unmasked Estep 
Score: -6968426.000000 Penalty: 3550.836426
	Iteration 49Q: 3 clusters Score -6968426 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47741 members 
Mstep: Class 2 contains 7843 members 
Entering Unmasked Estep 
Score: -6968426.000000 Penalty: 3550.836426
	Iteration 50Q: 3 clusters Score -6968426 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47738 members 
Mstep: Class 2 contains 7846 members 
Entering Unmasked Estep 
Score: -6968435.000000 Penalty: 3550.836426
	Iteration 51Q: 3 clusters Score -6968435 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47736 members 
Mstep: Class 2 contains 7848 members 
Entering Unmasked Estep 
Score: -6968439.000000 Penalty: 3550.836426
	Iteration 52Q: 3 clusters Score -6968439 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47733 members 
Mstep: Class 2 contains 7851 members 
Entering Unmasked Estep 
Score: -6968442.000000 Penalty: 3550.836426
	Iteration 53Q: 3 clusters Score -6968442 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47731 members 
Mstep: Class 2 contains 7853 members 
Entering Unmasked Estep 
Score: -6968439.500000 Penalty: 3550.836426
	Iteration 54Q: 3 clusters Score -6968440 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47726 members 
Mstep: Class 2 contains 7858 members 
Entering Unmasked Estep 
Score: -6968435.000000 Penalty: 3550.836426
	Iteration 55Q: 3 clusters Score -6968435 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47721 members 
Mstep: Class 2 contains 7863 members 
Entering Unmasked Estep 
Score: -6968423.000000 Penalty: 3550.836426
	Iteration 56Q: 3 clusters Score -6968423 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47719 members 
Mstep: Class 2 contains 7865 members 
Entering Unmasked Estep 
Score: -6968424.000000 Penalty: 3550.836426
	Iteration 57Q: 3 clusters Score -6968424 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47719 members 
Mstep: Class 2 contains 7865 members 
Entering Unmasked Estep 
Score: -6968424.000000 Penalty: 3550.836426
	Iteration 58F: 3 clusters Score -6968424 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 13941 members 
Mstep: Class 2 contains 28521 members 
Mstep: Class 3 contains 59455 members 
Mstep: Class 4 contains 7139 members 
Mstep: Class 5 contains 7620 members 
Mstep: Class 6 contains 4429 members 
Mstep: Class 7 contains 76914 members 
Mstep: Class 8 contains 38953 members 
Mstep: Class 9 contains 47719 members 
Mstep: Class 10 contains 42075 members 
Mstep: Class 11 contains 68753 members 
Mstep: Class 12 contains 17109 members 
Mstep: Class 13 contains 14255 members 
Mstep: Class 14 contains 19876 members 
Mstep: Class 15 contains 1951 members 
Mstep: Class 16 contains 10689 members 
Mstep: Class 17 contains 27953 members 
Mstep: Class 18 contains 25378 members 
Mstep: Class 19 contains 3312 members 
Mstep: Class 20 contains 180919 members 
Mstep: Class 21 contains 38652 members 
Mstep: Class 22 contains 12996 members 
Mstep: Class 23 contains 12228 members 
Mstep: Class 24 contains 39004 members 
Mstep: Class 25 contains 12866 members 
Mstep: Class 26 contains 7865 members 
Entering Unmasked Estep 
Score: -100139576.000000 Penalty: 57535.324219
Splitting cluster 9 changes total score from -100114304.000000 to -100139576.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 10 (42075 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42075 members 
Entering Unmasked Estep 
Score: -4995630.000000 Penalty: 1730.171509
	Iteration 0F: 2 clusters Score -4995630 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21069 members 
Mstep: Class 2 contains 21006 members 
Entering Unmasked Estep 
Score: -4967427.000000 Penalty: 3460.343018
	Iteration 0F: 3 clusters Score -4967427 nChanged 19667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21332 members 
Mstep: Class 2 contains 20743 members 
Entering Unmasked Estep 
Score: -4978750.000000 Penalty: 3460.343018
	Iteration 1F: 3 clusters Score -4978750 nChanged 2049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21417 members 
Mstep: Class 2 contains 20658 members 
Entering Unmasked Estep 
Score: -4979528.000000 Penalty: 3460.343018
	Iteration 2Q: 3 clusters Score -4979528 nChanged 2066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21535 members 
Mstep: Class 2 contains 20540 members 
Entering Unmasked Estep 
Score: -4980344.000000 Penalty: 3460.343018
	Iteration 3Q: 3 clusters Score -4980344 nChanged 2158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21683 members 
Mstep: Class 2 contains 20392 members 
Entering Unmasked Estep 
Score: -4981423.000000 Penalty: 3460.343018
	Iteration 4F: 3 clusters Score -4981423 nChanged 2278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21793 members 
Mstep: Class 2 contains 20282 members 
Entering Unmasked Estep 
Score: -4982772.000000 Penalty: 3460.343018
	Iteration 5F: 3 clusters Score -4982772 nChanged 2379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21888 members 
Mstep: Class 2 contains 20187 members 
Entering Unmasked Estep 
Score: -4984359.000000 Penalty: 3460.343018
	Iteration 6F: 3 clusters Score -4984359 nChanged 2627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22099 members 
Mstep: Class 2 contains 19976 members 
Entering Unmasked Estep 
Score: -4986224.500000 Penalty: 3460.343018
	Iteration 7F: 3 clusters Score -4986224 nChanged 2593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22372 members 
Mstep: Class 2 contains 19703 members 
Entering Unmasked Estep 
Score: -4987848.500000 Penalty: 3460.343018
	Iteration 8F: 3 clusters Score -4987848 nChanged 2243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22693 members 
Mstep: Class 2 contains 19382 members 
Entering Unmasked Estep 
Score: -4989007.000000 Penalty: 3460.343018
	Iteration 9F: 3 clusters Score -4989007 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23090 members 
Mstep: Class 2 contains 18985 members 
Entering Unmasked Estep 
Score: -4989735.000000 Penalty: 3460.343018
	Iteration 10Q: 3 clusters Score -4989735 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23502 members 
Mstep: Class 2 contains 18573 members 
Entering Unmasked Estep 
Score: -4990207.500000 Penalty: 3460.343018
	Iteration 11Q: 3 clusters Score -4990208 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23980 members 
Mstep: Class 2 contains 18095 members 
Entering Unmasked Estep 
Score: -4990528.000000 Penalty: 3460.343018
	Iteration 12Q: 3 clusters Score -4990528 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24513 members 
Mstep: Class 2 contains 17562 members 
Entering Unmasked Estep 
Score: -4990859.500000 Penalty: 3460.343018
	Iteration 13Q: 3 clusters Score -4990860 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25101 members 
Mstep: Class 2 contains 16974 members 
Entering Unmasked Estep 
Score: -4991123.000000 Penalty: 3460.343018
	Iteration 14Q: 3 clusters Score -4991123 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25686 members 
Mstep: Class 2 contains 16389 members 
Entering Unmasked Estep 
Score: -4991311.000000 Penalty: 3460.343018
	Iteration 15Q: 3 clusters Score -4991311 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26273 members 
Mstep: Class 2 contains 15802 members 
Entering Unmasked Estep 
Score: -4991522.500000 Penalty: 3460.343018
	Iteration 16Q: 3 clusters Score -4991522 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26880 members 
Mstep: Class 2 contains 15195 members 
Entering Unmasked Estep 
Score: -4991766.500000 Penalty: 3460.343018
	Iteration 17Q: 3 clusters Score -4991766 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27507 members 
Mstep: Class 2 contains 14568 members 
Entering Unmasked Estep 
Score: -4991947.500000 Penalty: 3460.343018
	Iteration 18Q: 3 clusters Score -4991948 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28119 members 
Mstep: Class 2 contains 13956 members 
Entering Unmasked Estep 
Score: -4992156.500000 Penalty: 3460.343018
	Iteration 19Q: 3 clusters Score -4992156 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28771 members 
Mstep: Class 2 contains 13304 members 
Entering Unmasked Estep 
Score: -4992376.500000 Penalty: 3460.343018
	Iteration 20F: 3 clusters Score -4992376 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29375 members 
Mstep: Class 2 contains 12700 members 
Entering Unmasked Estep 
Score: -4992579.500000 Penalty: 3460.343018
	Iteration 21Q: 3 clusters Score -4992580 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29951 members 
Mstep: Class 2 contains 12124 members 
Entering Unmasked Estep 
Score: -4992767.000000 Penalty: 3460.343018
	Iteration 22Q: 3 clusters Score -4992767 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30540 members 
Mstep: Class 2 contains 11535 members 
Entering Unmasked Estep 
Score: -4992948.000000 Penalty: 3460.343018
	Iteration 23Q: 3 clusters Score -4992948 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31123 members 
Mstep: Class 2 contains 10952 members 
Entering Unmasked Estep 
Score: -4993122.500000 Penalty: 3460.343018
	Iteration 24Q: 3 clusters Score -4993122 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31671 members 
Mstep: Class 2 contains 10404 members 
Entering Unmasked Estep 
Score: -4993276.000000 Penalty: 3460.343018
	Iteration 25Q: 3 clusters Score -4993276 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32214 members 
Mstep: Class 2 contains 9861 members 
Entering Unmasked Estep 
Score: -4993425.000000 Penalty: 3460.343018
	Iteration 26Q: 3 clusters Score -4993425 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32714 members 
Mstep: Class 2 contains 9361 members 
Entering Unmasked Estep 
Score: -4993538.000000 Penalty: 3460.343018
	Iteration 27Q: 3 clusters Score -4993538 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33199 members 
Mstep: Class 2 contains 8876 members 
Entering Unmasked Estep 
Score: -4993645.000000 Penalty: 3460.343018
	Iteration 28Q: 3 clusters Score -4993645 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33713 members 
Mstep: Class 2 contains 8362 members 
Entering Unmasked Estep 
Score: -4993793.500000 Penalty: 3460.343018
	Iteration 29Q: 3 clusters Score -4993794 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34230 members 
Mstep: Class 2 contains 7845 members 
Entering Unmasked Estep 
Score: -4993944.500000 Penalty: 3460.343018
	Iteration 30Q: 3 clusters Score -4993944 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34701 members 
Mstep: Class 2 contains 7374 members 
Entering Unmasked Estep 
Score: -4994118.000000 Penalty: 3460.343018
	Iteration 31Q: 3 clusters Score -4994118 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35180 members 
Mstep: Class 2 contains 6895 members 
Entering Unmasked Estep 
Score: -4994290.500000 Penalty: 3460.343018
	Iteration 32Q: 3 clusters Score -4994290 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35625 members 
Mstep: Class 2 contains 6450 members 
Entering Unmasked Estep 
Score: -4994417.000000 Penalty: 3460.343018
	Iteration 33Q: 3 clusters Score -4994417 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36016 members 
Mstep: Class 2 contains 6059 members 
Entering Unmasked Estep 
Score: -4994519.000000 Penalty: 3460.343018
	Iteration 34Q: 3 clusters Score -4994519 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36415 members 
Mstep: Class 2 contains 5660 members 
Entering Unmasked Estep 
Score: -4994651.000000 Penalty: 3460.343018
	Iteration 35Q: 3 clusters Score -4994651 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36790 members 
Mstep: Class 2 contains 5285 members 
Entering Unmasked Estep 
Score: -4994768.500000 Penalty: 3460.343018
	Iteration 36Q: 3 clusters Score -4994768 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37165 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -4994867.000000 Penalty: 3460.343018
	Iteration 37Q: 3 clusters Score -4994867 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37510 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -4995006.500000 Penalty: 3460.343018
	Iteration 38Q: 3 clusters Score -4995006 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37831 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -4995152.500000 Penalty: 3460.343018
	Iteration 39Q: 3 clusters Score -4995152 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38119 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -4995300.000000 Penalty: 3460.343018
	Iteration 40F: 3 clusters Score -4995300 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38381 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -4995472.000000 Penalty: 3460.343018
	Iteration 41Q: 3 clusters Score -4995472 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38604 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -4995613.500000 Penalty: 3460.343018
	Iteration 42Q: 3 clusters Score -4995614 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38786 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -4995740.000000 Penalty: 3460.343018
	Iteration 43Q: 3 clusters Score -4995740 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38945 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -4995833.000000 Penalty: 3460.343018
	Iteration 44Q: 3 clusters Score -4995833 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39050 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -4995885.000000 Penalty: 3460.343018
	Iteration 45Q: 3 clusters Score -4995885 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39135 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -4995908.000000 Penalty: 3460.343018
	Iteration 46Q: 3 clusters Score -4995908 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39202 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -4995925.000000 Penalty: 3460.343018
	Iteration 47Q: 3 clusters Score -4995925 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39256 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -4995936.000000 Penalty: 3460.343018
	Iteration 48Q: 3 clusters Score -4995936 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39307 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -4995944.500000 Penalty: 3460.343018
	Iteration 49Q: 3 clusters Score -4995944 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39350 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -4995962.000000 Penalty: 3460.343018
	Iteration 50Q: 3 clusters Score -4995962 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39382 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -4995969.500000 Penalty: 3460.343018
	Iteration 51Q: 3 clusters Score -4995970 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39406 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -4995986.000000 Penalty: 3460.343018
	Iteration 52Q: 3 clusters Score -4995986 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39426 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -4995996.000000 Penalty: 3460.343018
	Iteration 53Q: 3 clusters Score -4995996 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39447 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -4995998.000000 Penalty: 3460.343018
	Iteration 54Q: 3 clusters Score -4995998 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39469 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -4996000.000000 Penalty: 3460.343018
	Iteration 55Q: 3 clusters Score -4996000 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39488 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -4996006.000000 Penalty: 3460.343018
	Iteration 56Q: 3 clusters Score -4996006 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39503 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -4996008.500000 Penalty: 3460.343018
	Iteration 57Q: 3 clusters Score -4996008 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39516 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -4996011.000000 Penalty: 3460.343018
	Iteration 58Q: 3 clusters Score -4996011 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39529 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -4996012.500000 Penalty: 3460.343018
	Iteration 59Q: 3 clusters Score -4996012 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39549 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -4996019.500000 Penalty: 3460.343018
	Iteration 60F: 3 clusters Score -4996020 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39565 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -4996023.500000 Penalty: 3460.343018
	Iteration 61Q: 3 clusters Score -4996024 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39576 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -4996031.500000 Penalty: 3460.343018
	Iteration 62Q: 3 clusters Score -4996032 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39583 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -4996029.000000 Penalty: 3460.343018
	Iteration 63Q: 3 clusters Score -4996029 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39589 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -4996028.500000 Penalty: 3460.343018
	Iteration 64Q: 3 clusters Score -4996028 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39597 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -4996030.000000 Penalty: 3460.343018
	Iteration 65Q: 3 clusters Score -4996030 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39605 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -4996031.500000 Penalty: 3460.343018
	Iteration 66Q: 3 clusters Score -4996032 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39616 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -4996034.000000 Penalty: 3460.343018
	Iteration 67Q: 3 clusters Score -4996034 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39623 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -4996031.000000 Penalty: 3460.343018
	Iteration 68Q: 3 clusters Score -4996031 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39625 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -4996041.000000 Penalty: 3460.343018
	Iteration 69Q: 3 clusters Score -4996041 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39626 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -4996037.000000 Penalty: 3460.343018
	Iteration 70Q: 3 clusters Score -4996037 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39628 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -4996036.000000 Penalty: 3460.343018
	Iteration 71Q: 3 clusters Score -4996036 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39629 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -4996036.000000 Penalty: 3460.343018
	Iteration 72Q: 3 clusters Score -4996036 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39629 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -4996036.000000 Penalty: 3460.343018
	Iteration 73F: 3 clusters Score -4996036 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 13941 members 
Mstep: Class 2 contains 28521 members 
Mstep: Class 3 contains 59455 members 
Mstep: Class 4 contains 7139 members 
Mstep: Class 5 contains 7620 members 
Mstep: Class 6 contains 4429 members 
Mstep: Class 7 contains 76914 members 
Mstep: Class 8 contains 38953 members 
Mstep: Class 9 contains 47719 members 
Mstep: Class 10 contains 39629 members 
Mstep: Class 11 contains 68753 members 
Mstep: Class 12 contains 17109 members 
Mstep: Class 13 contains 14255 members 
Mstep: Class 14 contains 19876 members 
Mstep: Class 15 contains 1951 members 
Mstep: Class 16 contains 10689 members 
Mstep: Class 17 contains 27953 members 
Mstep: Class 18 contains 25378 members 
Mstep: Class 19 contains 3312 members 
Mstep: Class 20 contains 180919 members 
Mstep: Class 21 contains 38652 members 
Mstep: Class 22 contains 12996 members 
Mstep: Class 23 contains 12228 members 
Mstep: Class 24 contains 39004 members 
Mstep: Class 25 contains 12866 members 
Mstep: Class 26 contains 7865 members 
Mstep: Class 27 contains 2446 members 
Entering Unmasked Estep 
Score: -100139656.000000 Penalty: 59748.222656
Splitting cluster 10 changes total score from -100114304.000000 to -100139656.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 11 (68753 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68753 members 
Entering Unmasked Estep 
Score: -8615127.000000 Penalty: 1809.969849
	Iteration 0F: 2 clusters Score -8615127 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34469 members 
Mstep: Class 2 contains 34284 members 
Entering Unmasked Estep 
Score: -8569259.000000 Penalty: 3619.939697
	Iteration 0F: 3 clusters Score -8569259 nChanged 32494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34805 members 
Mstep: Class 2 contains 33948 members 
Entering Unmasked Estep 
Score: -8588387.000000 Penalty: 3619.939697
	Iteration 1F: 3 clusters Score -8588387 nChanged 3002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34855 members 
Mstep: Class 2 contains 33898 members 
Entering Unmasked Estep 
Score: -8589604.000000 Penalty: 3619.939697
	Iteration 2Q: 3 clusters Score -8589604 nChanged 3454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34873 members 
Mstep: Class 2 contains 33880 members 
Entering Unmasked Estep 
Score: -8591367.000000 Penalty: 3619.939697
	Iteration 3F: 3 clusters Score -8591367 nChanged 4186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34973 members 
Mstep: Class 2 contains 33780 members 
Entering Unmasked Estep 
Score: -8594130.000000 Penalty: 3619.939697
	Iteration 4F: 3 clusters Score -8594130 nChanged 4747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35312 members 
Mstep: Class 2 contains 33441 members 
Entering Unmasked Estep 
Score: -8597552.000000 Penalty: 3619.939697
	Iteration 5F: 3 clusters Score -8597552 nChanged 4927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35991 members 
Mstep: Class 2 contains 32762 members 
Entering Unmasked Estep 
Score: -8601448.000000 Penalty: 3619.939697
	Iteration 6F: 3 clusters Score -8601448 nChanged 4727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37064 members 
Mstep: Class 2 contains 31689 members 
Entering Unmasked Estep 
Score: -8605332.000000 Penalty: 3619.939697
	Iteration 7F: 3 clusters Score -8605332 nChanged 3935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38183 members 
Mstep: Class 2 contains 30570 members 
Entering Unmasked Estep 
Score: -8608282.000000 Penalty: 3619.939697
	Iteration 8F: 3 clusters Score -8608282 nChanged 3111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39078 members 
Mstep: Class 2 contains 29675 members 
Entering Unmasked Estep 
Score: -8610093.000000 Penalty: 3619.939697
	Iteration 9Q: 3 clusters Score -8610093 nChanged 2241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39541 members 
Mstep: Class 2 contains 29212 members 
Entering Unmasked Estep 
Score: -8611069.000000 Penalty: 3619.939697
	Iteration 10Q: 3 clusters Score -8611069 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39773 members 
Mstep: Class 2 contains 28980 members 
Entering Unmasked Estep 
Score: -8611608.000000 Penalty: 3619.939697
	Iteration 11Q: 3 clusters Score -8611608 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39846 members 
Mstep: Class 2 contains 28907 members 
Entering Unmasked Estep 
Score: -8611887.000000 Penalty: 3619.939697
	Iteration 12Q: 3 clusters Score -8611887 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39845 members 
Mstep: Class 2 contains 28908 members 
Entering Unmasked Estep 
Score: -8612011.000000 Penalty: 3619.939697
	Iteration 13Q: 3 clusters Score -8612011 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39855 members 
Mstep: Class 2 contains 28898 members 
Entering Unmasked Estep 
Score: -8612079.000000 Penalty: 3619.939697
	Iteration 14Q: 3 clusters Score -8612079 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39847 members 
Mstep: Class 2 contains 28906 members 
Entering Unmasked Estep 
Score: -8612126.000000 Penalty: 3619.939697
	Iteration 15Q: 3 clusters Score -8612126 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39859 members 
Mstep: Class 2 contains 28894 members 
Entering Unmasked Estep 
Score: -8612139.000000 Penalty: 3619.939697
	Iteration 16Q: 3 clusters Score -8612139 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39862 members 
Mstep: Class 2 contains 28891 members 
Entering Unmasked Estep 
Score: -8612150.000000 Penalty: 3619.939697
	Iteration 17Q: 3 clusters Score -8612150 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39865 members 
Mstep: Class 2 contains 28888 members 
Entering Unmasked Estep 
Score: -8612176.000000 Penalty: 3619.939697
	Iteration 18Q: 3 clusters Score -8612176 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39881 members 
Mstep: Class 2 contains 28872 members 
Entering Unmasked Estep 
Score: -8612180.000000 Penalty: 3619.939697
	Iteration 19Q: 3 clusters Score -8612180 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39896 members 
Mstep: Class 2 contains 28857 members 
Entering Unmasked Estep 
Score: -8612208.000000 Penalty: 3619.939697
	Iteration 20F: 3 clusters Score -8612208 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39918 members 
Mstep: Class 2 contains 28835 members 
Entering Unmasked Estep 
Score: -8612205.000000 Penalty: 3619.939697
	Iteration 21Q: 3 clusters Score -8612205 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39961 members 
Mstep: Class 2 contains 28792 members 
Entering Unmasked Estep 
Score: -8612194.000000 Penalty: 3619.939697
	Iteration 22Q: 3 clusters Score -8612194 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40001 members 
Mstep: Class 2 contains 28752 members 
Entering Unmasked Estep 
Score: -8612191.000000 Penalty: 3619.939697
	Iteration 23Q: 3 clusters Score -8612191 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40049 members 
Mstep: Class 2 contains 28704 members 
Entering Unmasked Estep 
Score: -8612190.000000 Penalty: 3619.939697
	Iteration 24Q: 3 clusters Score -8612190 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40124 members 
Mstep: Class 2 contains 28629 members 
Entering Unmasked Estep 
Score: -8612186.000000 Penalty: 3619.939697
	Iteration 25Q: 3 clusters Score -8612186 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40203 members 
Mstep: Class 2 contains 28550 members 
Entering Unmasked Estep 
Score: -8612209.000000 Penalty: 3619.939697
	Iteration 26Q: 3 clusters Score -8612209 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40276 members 
Mstep: Class 2 contains 28477 members 
Entering Unmasked Estep 
Score: -8612232.000000 Penalty: 3619.939697
	Iteration 27Q: 3 clusters Score -8612232 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40341 members 
Mstep: Class 2 contains 28412 members 
Entering Unmasked Estep 
Score: -8612277.000000 Penalty: 3619.939697
	Iteration 28Q: 3 clusters Score -8612277 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40413 members 
Mstep: Class 2 contains 28340 members 
Entering Unmasked Estep 
Score: -8612353.000000 Penalty: 3619.939697
	Iteration 29Q: 3 clusters Score -8612353 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40485 members 
Mstep: Class 2 contains 28268 members 
Entering Unmasked Estep 
Score: -8612400.000000 Penalty: 3619.939697
	Iteration 30Q: 3 clusters Score -8612400 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40569 members 
Mstep: Class 2 contains 28184 members 
Entering Unmasked Estep 
Score: -8612431.000000 Penalty: 3619.939697
	Iteration 31Q: 3 clusters Score -8612431 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40656 members 
Mstep: Class 2 contains 28097 members 
Entering Unmasked Estep 
Score: -8612519.000000 Penalty: 3619.939697
	Iteration 32Q: 3 clusters Score -8612519 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40783 members 
Mstep: Class 2 contains 27970 members 
Entering Unmasked Estep 
Score: -8612578.000000 Penalty: 3619.939697
	Iteration 33Q: 3 clusters Score -8612578 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40943 members 
Mstep: Class 2 contains 27810 members 
Entering Unmasked Estep 
Score: -8612646.000000 Penalty: 3619.939697
	Iteration 34Q: 3 clusters Score -8612646 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41138 members 
Mstep: Class 2 contains 27615 members 
Entering Unmasked Estep 
Score: -8612774.000000 Penalty: 3619.939697
	Iteration 35Q: 3 clusters Score -8612774 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41314 members 
Mstep: Class 2 contains 27439 members 
Entering Unmasked Estep 
Score: -8612888.000000 Penalty: 3619.939697
	Iteration 36Q: 3 clusters Score -8612888 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41519 members 
Mstep: Class 2 contains 27234 members 
Entering Unmasked Estep 
Score: -8613027.000000 Penalty: 3619.939697
	Iteration 37Q: 3 clusters Score -8613027 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41773 members 
Mstep: Class 2 contains 26980 members 
Entering Unmasked Estep 
Score: -8613229.000000 Penalty: 3619.939697
	Iteration 38Q: 3 clusters Score -8613229 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42073 members 
Mstep: Class 2 contains 26680 members 
Entering Unmasked Estep 
Score: -8613469.000000 Penalty: 3619.939697
	Iteration 39Q: 3 clusters Score -8613469 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42376 members 
Mstep: Class 2 contains 26377 members 
Entering Unmasked Estep 
Score: -8613650.000000 Penalty: 3619.939697
	Iteration 40F: 3 clusters Score -8613650 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42678 members 
Mstep: Class 2 contains 26075 members 
Entering Unmasked Estep 
Score: -8613847.000000 Penalty: 3619.939697
	Iteration 41Q: 3 clusters Score -8613847 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42979 members 
Mstep: Class 2 contains 25774 members 
Entering Unmasked Estep 
Score: -8614033.000000 Penalty: 3619.939697
	Iteration 42Q: 3 clusters Score -8614033 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43297 members 
Mstep: Class 2 contains 25456 members 
Entering Unmasked Estep 
Score: -8614197.000000 Penalty: 3619.939697
	Iteration 43Q: 3 clusters Score -8614197 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43605 members 
Mstep: Class 2 contains 25148 members 
Entering Unmasked Estep 
Score: -8614354.000000 Penalty: 3619.939697
	Iteration 44Q: 3 clusters Score -8614354 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43926 members 
Mstep: Class 2 contains 24827 members 
Entering Unmasked Estep 
Score: -8614584.000000 Penalty: 3619.939697
	Iteration 45Q: 3 clusters Score -8614584 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44269 members 
Mstep: Class 2 contains 24484 members 
Entering Unmasked Estep 
Score: -8614804.000000 Penalty: 3619.939697
	Iteration 46Q: 3 clusters Score -8614804 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44641 members 
Mstep: Class 2 contains 24112 members 
Entering Unmasked Estep 
Score: -8615076.000000 Penalty: 3619.939697
	Iteration 47Q: 3 clusters Score -8615076 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45000 members 
Mstep: Class 2 contains 23753 members 
Entering Unmasked Estep 
Score: -8615317.000000 Penalty: 3619.939697
	Iteration 48Q: 3 clusters Score -8615317 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45305 members 
Mstep: Class 2 contains 23448 members 
Entering Unmasked Estep 
Score: -8615570.000000 Penalty: 3619.939697
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Mstep: Class 1 contains 45534 members 
Mstep: Class 2 contains 23219 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 45694 members 
Mstep: Class 2 contains 23059 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 45826 members 
Mstep: Class 2 contains 22927 members 
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Mstep: Class 1 contains 45940 members 
Mstep: Class 2 contains 22813 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 22720 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 22666 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 22631 members 
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Mstep: Class 2 contains 22610 members 
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Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -8616093 nChanged 179
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	Iteration 64Q: 3 clusters Score -8616205 nChanged 146
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Mstep: Class 2 contains 23099 members 
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	Iteration 68Q: 3 clusters Score -8616239 nChanged 83
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	Iteration 69Q: 3 clusters Score -8616239 nChanged 64
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	Iteration 72Q: 3 clusters Score -8616245 nChanged 57
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	Iteration 80F: 3 clusters Score -8616255 nChanged 21
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	Iteration 100F: 3 clusters Score -8616277 nChanged 32
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	Iteration 108Q: 3 clusters Score -8616276 nChanged 9
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	Iteration 109Q: 3 clusters Score -8616280 nChanged 4
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	Iteration 113Q: 3 clusters Score -8616283 nChanged 2
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	Iteration 114Q: 3 clusters Score -8616277 nChanged 2
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	Iteration 115Q: 3 clusters Score -8616277 nChanged 3
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	Iteration 116Q: 3 clusters Score -8616276 nChanged 6
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	Iteration 117Q: 3 clusters Score -8616279 nChanged 6
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	Iteration 118Q: 3 clusters Score -8616287 nChanged 3
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	Iteration 119Q: 3 clusters Score -8616286 nChanged 1
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	Iteration 120F: 3 clusters Score -8616286 nChanged 1
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	Iteration 122Q: 3 clusters Score -8616283 nChanged 3
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	Iteration 123Q: 3 clusters Score -8616277 nChanged 4
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	Iteration 125Q: 3 clusters Score -8616286 nChanged 7
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	Iteration 126Q: 3 clusters Score -8616290 nChanged 10
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	Iteration 127Q: 3 clusters Score -8616291 nChanged 16
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	Iteration 129Q: 3 clusters Score -8616293 nChanged 19
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	Iteration 131Q: 3 clusters Score -8616284 nChanged 18
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	Iteration 133Q: 3 clusters Score -8616296 nChanged 28
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Entering Unmasked Estep 
Score: -8616321.000000 Penalty: 3619.939697
	Iteration 143Q: 3 clusters Score -8616321 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43743 members 
Mstep: Class 2 contains 25010 members 
Entering Unmasked Estep 
Score: -8616326.000000 Penalty: 3619.939697
	Iteration 144Q: 3 clusters Score -8616326 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43710 members 
Mstep: Class 2 contains 25043 members 
Entering Unmasked Estep 
Score: -8616323.000000 Penalty: 3619.939697
	Iteration 145Q: 3 clusters Score -8616323 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43677 members 
Mstep: Class 2 contains 25076 members 
Entering Unmasked Estep 
Score: -8616311.000000 Penalty: 3619.939697
	Iteration 146Q: 3 clusters Score -8616311 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43643 members 
Mstep: Class 2 contains 25110 members 
Entering Unmasked Estep 
Score: -8616307.000000 Penalty: 3619.939697
	Iteration 147Q: 3 clusters Score -8616307 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43612 members 
Mstep: Class 2 contains 25141 members 
Entering Unmasked Estep 
Score: -8616299.000000 Penalty: 3619.939697
	Iteration 148Q: 3 clusters Score -8616299 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43591 members 
Mstep: Class 2 contains 25162 members 
Entering Unmasked Estep 
Score: -8616312.000000 Penalty: 3619.939697
	Iteration 149Q: 3 clusters Score -8616312 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43568 members 
Mstep: Class 2 contains 25185 members 
Entering Unmasked Estep 
Score: -8616311.000000 Penalty: 3619.939697
	Iteration 150Q: 3 clusters Score -8616311 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43548 members 
Mstep: Class 2 contains 25205 members 
Entering Unmasked Estep 
Score: -8616321.000000 Penalty: 3619.939697
	Iteration 151Q: 3 clusters Score -8616321 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43528 members 
Mstep: Class 2 contains 25225 members 
Entering Unmasked Estep 
Score: -8616316.000000 Penalty: 3619.939697
	Iteration 152Q: 3 clusters Score -8616316 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43506 members 
Mstep: Class 2 contains 25247 members 
Entering Unmasked Estep 
Score: -8616309.000000 Penalty: 3619.939697
	Iteration 153Q: 3 clusters Score -8616309 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43485 members 
Mstep: Class 2 contains 25268 members 
Entering Unmasked Estep 
Score: -8616306.000000 Penalty: 3619.939697
	Iteration 154Q: 3 clusters Score -8616306 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43466 members 
Mstep: Class 2 contains 25287 members 
Entering Unmasked Estep 
Score: -8616314.000000 Penalty: 3619.939697
	Iteration 155Q: 3 clusters Score -8616314 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43438 members 
Mstep: Class 2 contains 25315 members 
Entering Unmasked Estep 
Score: -8616302.000000 Penalty: 3619.939697
	Iteration 156Q: 3 clusters Score -8616302 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43406 members 
Mstep: Class 2 contains 25347 members 
Entering Unmasked Estep 
Score: -8616312.000000 Penalty: 3619.939697
	Iteration 157Q: 3 clusters Score -8616312 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43368 members 
Mstep: Class 2 contains 25385 members 
Entering Unmasked Estep 
Score: -8616304.000000 Penalty: 3619.939697
	Iteration 158Q: 3 clusters Score -8616304 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43327 members 
Mstep: Class 2 contains 25426 members 
Entering Unmasked Estep 
Score: -8616299.000000 Penalty: 3619.939697
	Iteration 159Q: 3 clusters Score -8616299 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43297 members 
Mstep: Class 2 contains 25456 members 
Entering Unmasked Estep 
Score: -8616293.000000 Penalty: 3619.939697
	Iteration 160F: 3 clusters Score -8616293 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43266 members 
Mstep: Class 2 contains 25487 members 
Entering Unmasked Estep 
Score: -8616299.000000 Penalty: 3619.939697
	Iteration 161Q: 3 clusters Score -8616299 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43229 members 
Mstep: Class 2 contains 25524 members 
Entering Unmasked Estep 
Score: -8616300.000000 Penalty: 3619.939697
	Iteration 162Q: 3 clusters Score -8616300 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43197 members 
Mstep: Class 2 contains 25556 members 
Entering Unmasked Estep 
Score: -8616313.000000 Penalty: 3619.939697
	Iteration 163Q: 3 clusters Score -8616313 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43145 members 
Mstep: Class 2 contains 25608 members 
Entering Unmasked Estep 
Score: -8616305.000000 Penalty: 3619.939697
	Iteration 164Q: 3 clusters Score -8616305 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43094 members 
Mstep: Class 2 contains 25659 members 
Entering Unmasked Estep 
Score: -8616327.000000 Penalty: 3619.939697
	Iteration 165Q: 3 clusters Score -8616327 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43055 members 
Mstep: Class 2 contains 25698 members 
Entering Unmasked Estep 
Score: -8616321.000000 Penalty: 3619.939697
	Iteration 166Q: 3 clusters Score -8616321 nChanged 31
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43024 members 
Mstep: Class 2 contains 25729 members 
Entering Unmasked Estep 
Score: -8616317.000000 Penalty: 3619.939697
	Iteration 167Q: 3 clusters Score -8616317 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42990 members 
Mstep: Class 2 contains 25763 members 
Entering Unmasked Estep 
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	Iteration 168Q: 3 clusters Score -8616321 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42959 members 
Mstep: Class 2 contains 25794 members 
Entering Unmasked Estep 
Score: -8616321.000000 Penalty: 3619.939697
	Iteration 169Q: 3 clusters Score -8616321 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42929 members 
Mstep: Class 2 contains 25824 members 
Entering Unmasked Estep 
Score: -8616318.000000 Penalty: 3619.939697
	Iteration 170Q: 3 clusters Score -8616318 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42904 members 
Mstep: Class 2 contains 25849 members 
Entering Unmasked Estep 
Score: -8616316.000000 Penalty: 3619.939697
	Iteration 171Q: 3 clusters Score -8616316 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42873 members 
Mstep: Class 2 contains 25880 members 
Entering Unmasked Estep 
Score: -8616317.000000 Penalty: 3619.939697
	Iteration 172Q: 3 clusters Score -8616317 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42840 members 
Mstep: Class 2 contains 25913 members 
Entering Unmasked Estep 
Score: -8616315.000000 Penalty: 3619.939697
	Iteration 173Q: 3 clusters Score -8616315 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42796 members 
Mstep: Class 2 contains 25957 members 
Entering Unmasked Estep 
Score: -8616320.000000 Penalty: 3619.939697
	Iteration 174Q: 3 clusters Score -8616320 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42752 members 
Mstep: Class 2 contains 26001 members 
Entering Unmasked Estep 
Score: -8616325.000000 Penalty: 3619.939697
	Iteration 175Q: 3 clusters Score -8616325 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42710 members 
Mstep: Class 2 contains 26043 members 
Entering Unmasked Estep 
Score: -8616318.000000 Penalty: 3619.939697
	Iteration 176Q: 3 clusters Score -8616318 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42659 members 
Mstep: Class 2 contains 26094 members 
Entering Unmasked Estep 
Score: -8616321.000000 Penalty: 3619.939697
	Iteration 177Q: 3 clusters Score -8616321 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42605 members 
Mstep: Class 2 contains 26148 members 
Entering Unmasked Estep 
Score: -8616325.000000 Penalty: 3619.939697
	Iteration 178Q: 3 clusters Score -8616325 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42564 members 
Mstep: Class 2 contains 26189 members 
Entering Unmasked Estep 
Score: -8616323.000000 Penalty: 3619.939697
	Iteration 179Q: 3 clusters Score -8616323 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42535 members 
Mstep: Class 2 contains 26218 members 
Entering Unmasked Estep 
Score: -8616323.000000 Penalty: 3619.939697
	Iteration 180F: 3 clusters Score -8616323 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42506 members 
Mstep: Class 2 contains 26247 members 
Entering Unmasked Estep 
Score: -8616327.000000 Penalty: 3619.939697
	Iteration 181Q: 3 clusters Score -8616327 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42485 members 
Mstep: Class 2 contains 26268 members 
Entering Unmasked Estep 
Score: -8616322.000000 Penalty: 3619.939697
	Iteration 182Q: 3 clusters Score -8616322 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42468 members 
Mstep: Class 2 contains 26285 members 
Entering Unmasked Estep 
Score: -8616345.000000 Penalty: 3619.939697
	Iteration 183Q: 3 clusters Score -8616345 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42459 members 
Mstep: Class 2 contains 26294 members 
Entering Unmasked Estep 
Score: -8616343.000000 Penalty: 3619.939697
	Iteration 184Q: 3 clusters Score -8616343 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42448 members 
Mstep: Class 2 contains 26305 members 
Entering Unmasked Estep 
Score: -8616331.000000 Penalty: 3619.939697
	Iteration 185Q: 3 clusters Score -8616331 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42435 members 
Mstep: Class 2 contains 26318 members 
Entering Unmasked Estep 
Score: -8616340.000000 Penalty: 3619.939697
	Iteration 186Q: 3 clusters Score -8616340 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42418 members 
Mstep: Class 2 contains 26335 members 
Entering Unmasked Estep 
Score: -8616350.000000 Penalty: 3619.939697
	Iteration 187Q: 3 clusters Score -8616350 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42401 members 
Mstep: Class 2 contains 26352 members 
Entering Unmasked Estep 
Score: -8616334.000000 Penalty: 3619.939697
	Iteration 188Q: 3 clusters Score -8616334 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42385 members 
Mstep: Class 2 contains 26368 members 
Entering Unmasked Estep 
Score: -8616337.000000 Penalty: 3619.939697
	Iteration 189Q: 3 clusters Score -8616337 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42372 members 
Mstep: Class 2 contains 26381 members 
Entering Unmasked Estep 
Score: -8616338.000000 Penalty: 3619.939697
	Iteration 190Q: 3 clusters Score -8616338 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42362 members 
Mstep: Class 2 contains 26391 members 
Entering Unmasked Estep 
Score: -8616335.000000 Penalty: 3619.939697
	Iteration 191Q: 3 clusters Score -8616335 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42352 members 
Mstep: Class 2 contains 26401 members 
Entering Unmasked Estep 
Score: -8616336.000000 Penalty: 3619.939697
	Iteration 192Q: 3 clusters Score -8616336 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42341 members 
Mstep: Class 2 contains 26412 members 
Entering Unmasked Estep 
Score: -8616345.000000 Penalty: 3619.939697
	Iteration 193Q: 3 clusters Score -8616345 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42335 members 
Mstep: Class 2 contains 26418 members 
Entering Unmasked Estep 
Score: -8616342.000000 Penalty: 3619.939697
	Iteration 194Q: 3 clusters Score -8616342 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42328 members 
Mstep: Class 2 contains 26425 members 
Entering Unmasked Estep 
Score: -8616334.000000 Penalty: 3619.939697
	Iteration 195Q: 3 clusters Score -8616334 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42321 members 
Mstep: Class 2 contains 26432 members 
Entering Unmasked Estep 
Score: -8616336.000000 Penalty: 3619.939697
	Iteration 196Q: 3 clusters Score -8616336 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42319 members 
Mstep: Class 2 contains 26434 members 
Entering Unmasked Estep 
Score: -8616337.000000 Penalty: 3619.939697
	Iteration 197Q: 3 clusters Score -8616337 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42315 members 
Mstep: Class 2 contains 26438 members 
Entering Unmasked Estep 
Score: -8616334.000000 Penalty: 3619.939697
	Iteration 198Q: 3 clusters Score -8616334 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42313 members 
Mstep: Class 2 contains 26440 members 
Entering Unmasked Estep 
Score: -8616326.000000 Penalty: 3619.939697
	Iteration 199Q: 3 clusters Score -8616326 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42309 members 
Mstep: Class 2 contains 26444 members 
Entering Unmasked Estep 
Score: -8616325.000000 Penalty: 3619.939697
	Iteration 200F: 3 clusters Score -8616325 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42306 members 
Mstep: Class 2 contains 26447 members 
Entering Unmasked Estep 
Score: -8616328.000000 Penalty: 3619.939697
	Iteration 201Q: 3 clusters Score -8616328 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42305 members 
Mstep: Class 2 contains 26448 members 
Entering Unmasked Estep 
Score: -8616324.000000 Penalty: 3619.939697
	Iteration 202Q: 3 clusters Score -8616324 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42302 members 
Mstep: Class 2 contains 26451 members 
Entering Unmasked Estep 
Score: -8616324.000000 Penalty: 3619.939697
	Iteration 203Q: 3 clusters Score -8616324 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42300 members 
Mstep: Class 2 contains 26453 members 
Entering Unmasked Estep 
Score: -8616323.000000 Penalty: 3619.939697
	Iteration 204Q: 3 clusters Score -8616323 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42299 members 
Mstep: Class 2 contains 26454 members 
Entering Unmasked Estep 
Score: -8616319.000000 Penalty: 3619.939697
	Iteration 205Q: 3 clusters Score -8616319 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42297 members 
Mstep: Class 2 contains 26456 members 
Entering Unmasked Estep 
Score: -8616311.000000 Penalty: 3619.939697
	Iteration 206Q: 3 clusters Score -8616311 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42296 members 
Mstep: Class 2 contains 26457 members 
Entering Unmasked Estep 
Score: -8616313.000000 Penalty: 3619.939697
	Iteration 207Q: 3 clusters Score -8616313 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42294 members 
Mstep: Class 2 contains 26459 members 
Entering Unmasked Estep 
Score: -8616317.000000 Penalty: 3619.939697
	Iteration 208Q: 3 clusters Score -8616317 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42293 members 
Mstep: Class 2 contains 26460 members 
Entering Unmasked Estep 
Score: -8616315.000000 Penalty: 3619.939697
	Iteration 209Q: 3 clusters Score -8616315 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42290 members 
Mstep: Class 2 contains 26463 members 
Entering Unmasked Estep 
Score: -8616326.000000 Penalty: 3619.939697
	Iteration 210Q: 3 clusters Score -8616326 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42287 members 
Mstep: Class 2 contains 26466 members 
Entering Unmasked Estep 
Score: -8616329.000000 Penalty: 3619.939697
	Iteration 211Q: 3 clusters Score -8616329 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42284 members 
Mstep: Class 2 contains 26469 members 
Entering Unmasked Estep 
Score: -8616329.000000 Penalty: 3619.939697
	Iteration 212Q: 3 clusters Score -8616329 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42283 members 
Mstep: Class 2 contains 26470 members 
Entering Unmasked Estep 
Score: -8616333.000000 Penalty: 3619.939697
	Iteration 213Q: 3 clusters Score -8616333 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42282 members 
Mstep: Class 2 contains 26471 members 
Entering Unmasked Estep 
Score: -8616330.000000 Penalty: 3619.939697
	Iteration 214Q: 3 clusters Score -8616330 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42279 members 
Mstep: Class 2 contains 26474 members 
Entering Unmasked Estep 
Score: -8616329.000000 Penalty: 3619.939697
	Iteration 215Q: 3 clusters Score -8616329 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42277 members 
Mstep: Class 2 contains 26476 members 
Entering Unmasked Estep 
Score: -8616327.000000 Penalty: 3619.939697
	Iteration 216Q: 3 clusters Score -8616327 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42274 members 
Mstep: Class 2 contains 26479 members 
Entering Unmasked Estep 
Score: -8616324.000000 Penalty: 3619.939697
	Iteration 217Q: 3 clusters Score -8616324 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42274 members 
Mstep: Class 2 contains 26479 members 
Entering Unmasked Estep 
Score: -8616324.000000 Penalty: 3619.939697
	Iteration 218F: 3 clusters Score -8616324 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 13941 members 
Mstep: Class 2 contains 28521 members 
Mstep: Class 3 contains 59455 members 
Mstep: Class 4 contains 7139 members 
Mstep: Class 5 contains 7620 members 
Mstep: Class 6 contains 4429 members 
Mstep: Class 7 contains 76914 members 
Mstep: Class 8 contains 38953 members 
Mstep: Class 9 contains 47719 members 
Mstep: Class 10 contains 39629 members 
Mstep: Class 11 contains 42274 members 
Mstep: Class 12 contains 17109 members 
Mstep: Class 13 contains 14255 members 
Mstep: Class 14 contains 19876 members 
Mstep: Class 15 contains 1951 members 
Mstep: Class 16 contains 10689 members 
Mstep: Class 17 contains 27953 members 
Mstep: Class 18 contains 25378 members 
Mstep: Class 19 contains 3312 members 
Mstep: Class 20 contains 180919 members 
Mstep: Class 21 contains 38652 members 
Mstep: Class 22 contains 12996 members 
Mstep: Class 23 contains 12228 members 
Mstep: Class 24 contains 39004 members 
Mstep: Class 25 contains 12866 members 
Mstep: Class 26 contains 7865 members 
Mstep: Class 27 contains 2446 members 
Mstep: Class 28 contains 26479 members 
Entering Unmasked Estep 
Score: -100140584.000000 Penalty: 61961.117188
Splitting cluster 11 changes total score from -100114304.000000 to -100140584.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 12 (17109 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17109 members 
Entering Unmasked Estep 
Score: -2144676.500000 Penalty: 1583.946045
	Iteration 0F: 2 clusters Score -2144676 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8495 members 
Mstep: Class 2 contains 8614 members 
Entering Unmasked Estep 
Score: -2133103.000000 Penalty: 3167.892090
	Iteration 0F: 3 clusters Score -2133103 nChanged 7567
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8500 members 
Mstep: Class 2 contains 8609 members 
Entering Unmasked Estep 
Score: -2138040.500000 Penalty: 3167.892090
	Iteration 1F: 3 clusters Score -2138040 nChanged 1444
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8834 members 
Mstep: Class 2 contains 8275 members 
Entering Unmasked Estep 
Score: -2139481.750000 Penalty: 3167.892090
	Iteration 2F: 3 clusters Score -2139482 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9509 members 
Mstep: Class 2 contains 7600 members 
Entering Unmasked Estep 
Score: -2140948.750000 Penalty: 3167.892090
	Iteration 3F: 3 clusters Score -2140949 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10270 members 
Mstep: Class 2 contains 6839 members 
Entering Unmasked Estep 
Score: -2142238.750000 Penalty: 3167.892090
	Iteration 4F: 3 clusters Score -2142239 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10899 members 
Mstep: Class 2 contains 6210 members 
Entering Unmasked Estep 
Score: -2143087.500000 Penalty: 3167.892090
	Iteration 5F: 3 clusters Score -2143088 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11342 members 
Mstep: Class 2 contains 5767 members 
Entering Unmasked Estep 
Score: -2143604.750000 Penalty: 3167.892090
	Iteration 6Q: 3 clusters Score -2143605 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11696 members 
Mstep: Class 2 contains 5413 members 
Entering Unmasked Estep 
Score: -2144011.000000 Penalty: 3167.892090
	Iteration 7Q: 3 clusters Score -2144011 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11958 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
Score: -2144389.750000 Penalty: 3167.892090
	Iteration 8Q: 3 clusters Score -2144390 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12129 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -2144807.250000 Penalty: 3167.892090
	Iteration 9Q: 3 clusters Score -2144807 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12251 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -2145195.000000 Penalty: 3167.892090
	Iteration 10Q: 3 clusters Score -2145195 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12330 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -2145439.250000 Penalty: 3167.892090
	Iteration 11Q: 3 clusters Score -2145439 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12389 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -2145601.750000 Penalty: 3167.892090
	Iteration 12Q: 3 clusters Score -2145602 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12423 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -2145701.000000 Penalty: 3167.892090
	Iteration 13Q: 3 clusters Score -2145701 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12432 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -2145748.250000 Penalty: 3167.892090
	Iteration 14Q: 3 clusters Score -2145748 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12439 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -2145773.750000 Penalty: 3167.892090
	Iteration 15Q: 3 clusters Score -2145774 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12436 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -2145792.750000 Penalty: 3167.892090
	Iteration 16Q: 3 clusters Score -2145793 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12440 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -2145798.500000 Penalty: 3167.892090
	Iteration 17Q: 3 clusters Score -2145798 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12454 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -2145808.250000 Penalty: 3167.892090
	Iteration 18Q: 3 clusters Score -2145808 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12467 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -2145808.250000 Penalty: 3167.892090
	Iteration 19Q: 3 clusters Score -2145808 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12474 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -2145809.250000 Penalty: 3167.892090
	Iteration 20F: 3 clusters Score -2145809 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12479 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -2145805.000000 Penalty: 3167.892090
	Iteration 21Q: 3 clusters Score -2145805 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12482 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -2145809.250000 Penalty: 3167.892090
	Iteration 22Q: 3 clusters Score -2145809 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12487 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -2145811.750000 Penalty: 3167.892090
	Iteration 23Q: 3 clusters Score -2145812 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12486 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -2145812.000000 Penalty: 3167.892090
	Iteration 24Q: 3 clusters Score -2145812 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12487 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -2145813.000000 Penalty: 3167.892090
	Iteration 25Q: 3 clusters Score -2145813 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12488 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -2145813.250000 Penalty: 3167.892090
	Iteration 26Q: 3 clusters Score -2145813 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12488 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -2145813.250000 Penalty: 3167.892090
	Iteration 27F: 3 clusters Score -2145813 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 13941 members 
Mstep: Class 2 contains 28521 members 
Mstep: Class 3 contains 59455 members 
Mstep: Class 4 contains 7139 members 
Mstep: Class 5 contains 7620 members 
Mstep: Class 6 contains 4429 members 
Mstep: Class 7 contains 76914 members 
Mstep: Class 8 contains 38953 members 
Mstep: Class 9 contains 47719 members 
Mstep: Class 10 contains 39629 members 
Mstep: Class 11 contains 42274 members 
Mstep: Class 12 contains 12488 members 
Mstep: Class 13 contains 14255 members 
Mstep: Class 14 contains 19876 members 
Mstep: Class 15 contains 1951 members 
Mstep: Class 16 contains 10689 members 
Mstep: Class 17 contains 27953 members 
Mstep: Class 18 contains 25378 members 
Mstep: Class 19 contains 3312 members 
Mstep: Class 20 contains 180919 members 
Mstep: Class 21 contains 38652 members 
Mstep: Class 22 contains 12996 members 
Mstep: Class 23 contains 12228 members 
Mstep: Class 24 contains 39004 members 
Mstep: Class 25 contains 12866 members 
Mstep: Class 26 contains 7865 members 
Mstep: Class 27 contains 2446 members 
Mstep: Class 28 contains 26479 members 
Mstep: Class 29 contains 4621 members 
Entering Unmasked Estep 
Score: -100141048.000000 Penalty: 64174.015625
Splitting cluster 12 changes total score from -100114304.000000 to -100141048.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 14 (19876 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19876 members 
Entering Unmasked Estep 
Score: -2471454.000000 Penalty: 1608.306152
	Iteration 0F: 2 clusters Score -2471454 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9979 members 
Mstep: Class 2 contains 9897 members 
Entering Unmasked Estep 
Score: -2457878.000000 Penalty: 3216.612305
	Iteration 0F: 3 clusters Score -2457878 nChanged 9007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10424 members 
Mstep: Class 2 contains 9452 members 
Entering Unmasked Estep 
Score: -2463097.500000 Penalty: 3216.612305
	Iteration 1F: 3 clusters Score -2463098 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10995 members 
Mstep: Class 2 contains 8881 members 
Entering Unmasked Estep 
Score: -2464412.250000 Penalty: 3216.612305
	Iteration 2F: 3 clusters Score -2464412 nChanged 1902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11891 members 
Mstep: Class 2 contains 7985 members 
Entering Unmasked Estep 
Score: -2466265.250000 Penalty: 3216.612305
	Iteration 3F: 3 clusters Score -2466265 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12828 members 
Mstep: Class 2 contains 7048 members 
Entering Unmasked Estep 
Score: -2467996.250000 Penalty: 3216.612305
	Iteration 4F: 3 clusters Score -2467996 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13473 members 
Mstep: Class 2 contains 6403 members 
Entering Unmasked Estep 
Score: -2469045.250000 Penalty: 3216.612305
	Iteration 5F: 3 clusters Score -2469045 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13851 members 
Mstep: Class 2 contains 6025 members 
Entering Unmasked Estep 
Score: -2469564.250000 Penalty: 3216.612305
	Iteration 6F: 3 clusters Score -2469564 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14091 members 
Mstep: Class 2 contains 5785 members 
Entering Unmasked Estep 
Score: -2469829.500000 Penalty: 3216.612305
	Iteration 7Q: 3 clusters Score -2469830 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14281 members 
Mstep: Class 2 contains 5595 members 
Entering Unmasked Estep 
Score: -2469985.750000 Penalty: 3216.612305
	Iteration 8Q: 3 clusters Score -2469986 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14416 members 
Mstep: Class 2 contains 5460 members 
Entering Unmasked Estep 
Score: -2470088.250000 Penalty: 3216.612305
	Iteration 9Q: 3 clusters Score -2470088 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14534 members 
Mstep: Class 2 contains 5342 members 
Entering Unmasked Estep 
Score: -2470127.750000 Penalty: 3216.612305
	Iteration 10Q: 3 clusters Score -2470128 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14645 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -2470155.000000 Penalty: 3216.612305
	Iteration 11Q: 3 clusters Score -2470155 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14756 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -2470181.500000 Penalty: 3216.612305
	Iteration 12Q: 3 clusters Score -2470182 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14852 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -2470206.750000 Penalty: 3216.612305
	Iteration 13Q: 3 clusters Score -2470207 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14952 members 
Mstep: Class 2 contains 4924 members 
Entering Unmasked Estep 
Score: -2470234.250000 Penalty: 3216.612305
	Iteration 14Q: 3 clusters Score -2470234 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15066 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -2470252.750000 Penalty: 3216.612305
	Iteration 15Q: 3 clusters Score -2470253 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15189 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -2470284.000000 Penalty: 3216.612305
	Iteration 16Q: 3 clusters Score -2470284 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15303 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -2470304.250000 Penalty: 3216.612305
	Iteration 17Q: 3 clusters Score -2470304 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15404 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -2470316.750000 Penalty: 3216.612305
	Iteration 18Q: 3 clusters Score -2470317 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15517 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -2470342.750000 Penalty: 3216.612305
	Iteration 19Q: 3 clusters Score -2470343 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15622 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -2470365.000000 Penalty: 3216.612305
	Iteration 20F: 3 clusters Score -2470365 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15730 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -2470385.000000 Penalty: 3216.612305
	Iteration 21Q: 3 clusters Score -2470385 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15837 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -2470406.500000 Penalty: 3216.612305
	Iteration 22Q: 3 clusters Score -2470406 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15939 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -2470429.250000 Penalty: 3216.612305
	Iteration 23Q: 3 clusters Score -2470429 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16067 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -2470460.250000 Penalty: 3216.612305
	Iteration 24Q: 3 clusters Score -2470460 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16156 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -2470468.250000 Penalty: 3216.612305
	Iteration 25Q: 3 clusters Score -2470468 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16237 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -2470491.750000 Penalty: 3216.612305
	Iteration 26Q: 3 clusters Score -2470492 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16299 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -2470492.500000 Penalty: 3216.612305
	Iteration 27Q: 3 clusters Score -2470492 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16357 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -2470503.750000 Penalty: 3216.612305
	Iteration 28Q: 3 clusters Score -2470504 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16423 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -2470507.000000 Penalty: 3216.612305
	Iteration 29Q: 3 clusters Score -2470507 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16491 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -2470513.500000 Penalty: 3216.612305
	Iteration 30Q: 3 clusters Score -2470514 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16575 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -2470532.500000 Penalty: 3216.612305
	Iteration 31Q: 3 clusters Score -2470532 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16657 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -2470556.250000 Penalty: 3216.612305
	Iteration 32Q: 3 clusters Score -2470556 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16734 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -2470562.250000 Penalty: 3216.612305
	Iteration 33Q: 3 clusters Score -2470562 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16804 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -2470580.500000 Penalty: 3216.612305
	Iteration 34Q: 3 clusters Score -2470580 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16868 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -2470584.750000 Penalty: 3216.612305
	Iteration 35Q: 3 clusters Score -2470585 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16920 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -2470591.250000 Penalty: 3216.612305
	Iteration 36Q: 3 clusters Score -2470591 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16960 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -2470594.250000 Penalty: 3216.612305
	Iteration 37Q: 3 clusters Score -2470594 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16998 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -2470603.750000 Penalty: 3216.612305
	Iteration 38Q: 3 clusters Score -2470604 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17045 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -2470613.750000 Penalty: 3216.612305
	Iteration 39Q: 3 clusters Score -2470614 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17091 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -2470615.750000 Penalty: 3216.612305
	Iteration 40F: 3 clusters Score -2470616 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17134 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -2470632.500000 Penalty: 3216.612305
	Iteration 41Q: 3 clusters Score -2470632 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17171 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -2470637.750000 Penalty: 3216.612305
	Iteration 42Q: 3 clusters Score -2470638 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17214 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -2470640.000000 Penalty: 3216.612305
	Iteration 43Q: 3 clusters Score -2470640 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17252 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -2470654.000000 Penalty: 3216.612305
	Iteration 44Q: 3 clusters Score -2470654 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17285 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -2470648.250000 Penalty: 3216.612305
	Iteration 45Q: 3 clusters Score -2470648 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17315 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -2470655.250000 Penalty: 3216.612305
	Iteration 46Q: 3 clusters Score -2470655 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17348 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -2470667.000000 Penalty: 3216.612305
	Iteration 47Q: 3 clusters Score -2470667 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17391 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -2470667.750000 Penalty: 3216.612305
	Iteration 48Q: 3 clusters Score -2470668 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17430 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -2470683.500000 Penalty: 3216.612305
	Iteration 49Q: 3 clusters Score -2470684 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17459 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -2470693.500000 Penalty: 3216.612305
	Iteration 50Q: 3 clusters Score -2470694 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17485 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -2470693.500000 Penalty: 3216.612305
	Iteration 51Q: 3 clusters Score -2470694 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17502 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -2470696.500000 Penalty: 3216.612305
	Iteration 52Q: 3 clusters Score -2470696 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17522 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -2470700.500000 Penalty: 3216.612305
	Iteration 53Q: 3 clusters Score -2470700 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17538 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -2470705.000000 Penalty: 3216.612305
	Iteration 54Q: 3 clusters Score -2470705 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17560 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -2470706.750000 Penalty: 3216.612305
	Iteration 55Q: 3 clusters Score -2470707 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17582 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -2470710.250000 Penalty: 3216.612305
	Iteration 56Q: 3 clusters Score -2470710 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17604 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -2470717.750000 Penalty: 3216.612305
	Iteration 57Q: 3 clusters Score -2470718 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17628 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -2470725.750000 Penalty: 3216.612305
	Iteration 58Q: 3 clusters Score -2470726 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17656 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -2470725.500000 Penalty: 3216.612305
	Iteration 59Q: 3 clusters Score -2470726 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17684 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -2470735.000000 Penalty: 3216.612305
	Iteration 60F: 3 clusters Score -2470735 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17713 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -2470735.750000 Penalty: 3216.612305
	Iteration 61Q: 3 clusters Score -2470736 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17741 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -2470751.250000 Penalty: 3216.612305
	Iteration 62Q: 3 clusters Score -2470751 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17775 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -2470765.000000 Penalty: 3216.612305
	Iteration 63Q: 3 clusters Score -2470765 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17795 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -2470770.000000 Penalty: 3216.612305
	Iteration 64Q: 3 clusters Score -2470770 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17820 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -2470773.750000 Penalty: 3216.612305
	Iteration 65Q: 3 clusters Score -2470774 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17864 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -2470788.500000 Penalty: 3216.612305
	Iteration 66Q: 3 clusters Score -2470788 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17902 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -2470799.250000 Penalty: 3216.612305
	Iteration 67Q: 3 clusters Score -2470799 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17929 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -2470813.750000 Penalty: 3216.612305
	Iteration 68Q: 3 clusters Score -2470814 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17954 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -2470817.750000 Penalty: 3216.612305
	Iteration 69Q: 3 clusters Score -2470818 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17984 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -2470828.750000 Penalty: 3216.612305
	Iteration 70Q: 3 clusters Score -2470829 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18014 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -2470843.000000 Penalty: 3216.612305
	Iteration 71Q: 3 clusters Score -2470843 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18040 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -2470852.500000 Penalty: 3216.612305
	Iteration 72Q: 3 clusters Score -2470852 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18064 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -2470857.750000 Penalty: 3216.612305
	Iteration 73Q: 3 clusters Score -2470858 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18082 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -2470864.250000 Penalty: 3216.612305
	Iteration 74Q: 3 clusters Score -2470864 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18094 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -2470862.250000 Penalty: 3216.612305
	Iteration 75Q: 3 clusters Score -2470862 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18106 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -2470875.250000 Penalty: 3216.612305
	Iteration 76Q: 3 clusters Score -2470875 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18117 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -2470879.250000 Penalty: 3216.612305
	Iteration 77Q: 3 clusters Score -2470879 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18124 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -2470886.500000 Penalty: 3216.612305
	Iteration 78Q: 3 clusters Score -2470886 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18134 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -2470892.250000 Penalty: 3216.612305
	Iteration 79Q: 3 clusters Score -2470892 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18142 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -2470893.500000 Penalty: 3216.612305
	Iteration 80F: 3 clusters Score -2470894 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18150 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -2470897.750000 Penalty: 3216.612305
	Iteration 81Q: 3 clusters Score -2470898 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18163 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -2470901.250000 Penalty: 3216.612305
	Iteration 82Q: 3 clusters Score -2470901 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18175 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -2470910.250000 Penalty: 3216.612305
	Iteration 83Q: 3 clusters Score -2470910 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18198 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -2470918.250000 Penalty: 3216.612305
	Iteration 84Q: 3 clusters Score -2470918 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18220 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -2470929.000000 Penalty: 3216.612305
	Iteration 85Q: 3 clusters Score -2470929 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18252 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -2470948.750000 Penalty: 3216.612305
	Iteration 86Q: 3 clusters Score -2470949 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18280 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -2470959.500000 Penalty: 3216.612305
	Iteration 87Q: 3 clusters Score -2470960 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18308 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -2470977.500000 Penalty: 3216.612305
	Iteration 88Q: 3 clusters Score -2470978 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18341 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -2471009.000000 Penalty: 3216.612305
	Iteration 89Q: 3 clusters Score -2471009 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18366 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -2471041.500000 Penalty: 3216.612305
	Iteration 90Q: 3 clusters Score -2471042 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18392 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -2471079.500000 Penalty: 3216.612305
	Iteration 91Q: 3 clusters Score -2471080 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18423 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -2471139.000000 Penalty: 3216.612305
	Iteration 92Q: 3 clusters Score -2471139 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18451 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -2471183.250000 Penalty: 3216.612305
	Iteration 93Q: 3 clusters Score -2471183 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18472 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -2471217.000000 Penalty: 3216.612305
	Iteration 94Q: 3 clusters Score -2471217 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18511 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -2471271.250000 Penalty: 3216.612305
	Iteration 95Q: 3 clusters Score -2471271 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18551 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -2471319.500000 Penalty: 3216.612305
	Iteration 96Q: 3 clusters Score -2471320 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18587 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -2471361.750000 Penalty: 3216.612305
	Iteration 97Q: 3 clusters Score -2471362 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18618 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -2471422.750000 Penalty: 3216.612305
	Iteration 98Q: 3 clusters Score -2471423 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18659 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -2471494.000000 Penalty: 3216.612305
	Iteration 99Q: 3 clusters Score -2471494 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18708 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -2471583.000000 Penalty: 3216.612305
	Iteration 100F: 3 clusters Score -2471583 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18735 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -2471649.500000 Penalty: 3216.612305
	Iteration 101Q: 3 clusters Score -2471650 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18751 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -2471685.000000 Penalty: 3216.612305
	Iteration 102Q: 3 clusters Score -2471685 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18764 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -2471696.750000 Penalty: 3216.612305
	Iteration 103Q: 3 clusters Score -2471697 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18781 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -2471701.000000 Penalty: 3216.612305
	Iteration 104Q: 3 clusters Score -2471701 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18787 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -2471703.750000 Penalty: 3216.612305
	Iteration 105Q: 3 clusters Score -2471704 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18791 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -2471709.750000 Penalty: 3216.612305
	Iteration 106Q: 3 clusters Score -2471710 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18793 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -2471712.000000 Penalty: 3216.612305
	Iteration 107Q: 3 clusters Score -2471712 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18793 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -2471713.250000 Penalty: 3216.612305
	Iteration 108Q: 3 clusters Score -2471713 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18793 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -2471713.250000 Penalty: 3216.612305
	Iteration 109F: 3 clusters Score -2471713 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 13941 members 
Mstep: Class 2 contains 28521 members 
Mstep: Class 3 contains 59455 members 
Mstep: Class 4 contains 7139 members 
Mstep: Class 5 contains 7620 members 
Mstep: Class 6 contains 4429 members 
Mstep: Class 7 contains 76914 members 
Mstep: Class 8 contains 38953 members 
Mstep: Class 9 contains 47719 members 
Mstep: Class 10 contains 39629 members 
Mstep: Class 11 contains 42274 members 
Mstep: Class 12 contains 12488 members 
Mstep: Class 13 contains 14255 members 
Mstep: Class 14 contains 18793 members 
Mstep: Class 15 contains 1951 members 
Mstep: Class 16 contains 10689 members 
Mstep: Class 17 contains 27953 members 
Mstep: Class 18 contains 25378 members 
Mstep: Class 19 contains 3312 members 
Mstep: Class 20 contains 180919 members 
Mstep: Class 21 contains 38652 members 
Mstep: Class 22 contains 12996 members 
Mstep: Class 23 contains 12228 members 
Mstep: Class 24 contains 39004 members 
Mstep: Class 25 contains 12866 members 
Mstep: Class 26 contains 7865 members 
Mstep: Class 27 contains 2446 members 
Mstep: Class 28 contains 26479 members 
Mstep: Class 29 contains 4621 members 
Mstep: Class 30 contains 1083 members 
Entering Unmasked Estep 
Score: -100140944.000000 Penalty: 66386.914062
Splitting cluster 14 changes total score from -100114304.000000 to -100140944.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 15 (1951 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Entering Unmasked Estep 
Score: -203668.421875 Penalty: 1231.115845
	Iteration 0F: 2 clusters Score -203668.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -201860.156250 Penalty: 2462.231689
	Iteration 0F: 3 clusters Score -201860.2 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -203284.046875 Penalty: 2462.231689
	Iteration 1F: 3 clusters Score -203284 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -204647.218750 Penalty: 2462.231689
	Iteration 2F: 3 clusters Score -204647.2 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -205466.171875 Penalty: 2462.231689
	Iteration 3F: 3 clusters Score -205466.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -206043.390625 Penalty: 2462.231689
	Iteration 4F: 3 clusters Score -206043.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -206604.500000 Penalty: 2462.231689
	Iteration 5Q: 3 clusters Score -206604.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -206807.078125 Penalty: 2462.231689
	Iteration 6Q: 3 clusters Score -206807.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -206862.984375 Penalty: 2462.231689
	Iteration 7Q: 3 clusters Score -206863 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -206920.578125 Penalty: 2462.231689
	Iteration 8Q: 3 clusters Score -206920.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -206956.375000 Penalty: 2462.231689
	Iteration 9Q: 3 clusters Score -206956.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -206982.328125 Penalty: 2462.231689
	Iteration 10Q: 3 clusters Score -206982.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -206998.796875 Penalty: 2462.231689
	Iteration 11Q: 3 clusters Score -206998.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -207004.234375 Penalty: 2462.231689
	Iteration 12Q: 3 clusters Score -207004.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -207008.453125 Penalty: 2462.231689
	Iteration 13Q: 3 clusters Score -207008.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -207015.125000 Penalty: 2462.231689
	Iteration 14Q: 3 clusters Score -207015.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -207022.078125 Penalty: 2462.231689
	Iteration 15Q: 3 clusters Score -207022.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -207023.812500 Penalty: 2462.231689
	Iteration 16Q: 3 clusters Score -207023.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -207025.437500 Penalty: 2462.231689
	Iteration 17F: 3 clusters Score -207025.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -207036.156250 Penalty: 2462.231689
	Iteration 18Q: 3 clusters Score -207036.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -207048.437500 Penalty: 2462.231689
	Iteration 19Q: 3 clusters Score -207048.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -207055.875000 Penalty: 2462.231689
	Iteration 20F: 3 clusters Score -207055.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -207063.062500 Penalty: 2462.231689
	Iteration 21Q: 3 clusters Score -207063.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -207069.109375 Penalty: 2462.231689
	Iteration 22Q: 3 clusters Score -207069.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -207079.859375 Penalty: 2462.231689
	Iteration 23Q: 3 clusters Score -207079.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -207088.218750 Penalty: 2462.231689
	Iteration 24Q: 3 clusters Score -207088.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -207096.796875 Penalty: 2462.231689
	Iteration 25Q: 3 clusters Score -207096.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -207105.703125 Penalty: 2462.231689
	Iteration 26Q: 3 clusters Score -207105.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -207115.500000 Penalty: 2462.231689
	Iteration 27Q: 3 clusters Score -207115.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -207119.390625 Penalty: 2462.231689
	Iteration 28Q: 3 clusters Score -207119.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -207119.984375 Penalty: 2462.231689
	Iteration 29Q: 3 clusters Score -207120 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -207120.437500 Penalty: 2462.231689
	Iteration 30Q: 3 clusters Score -207120.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -207120.437500 Penalty: 2462.231689
	Iteration 31F: 3 clusters Score -207120.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 13941 members 
Mstep: Class 2 contains 28521 members 
Mstep: Class 3 contains 59455 members 
Mstep: Class 4 contains 7139 members 
Mstep: Class 5 contains 7620 members 
Mstep: Class 6 contains 4429 members 
Mstep: Class 7 contains 76914 members 
Mstep: Class 8 contains 38953 members 
Mstep: Class 9 contains 47719 members 
Mstep: Class 10 contains 39629 members 
Mstep: Class 11 contains 42274 members 
Mstep: Class 12 contains 12488 members 
Mstep: Class 13 contains 14255 members 
Mstep: Class 14 contains 18793 members 
Mstep: Class 15 contains 591 members 
Mstep: Class 16 contains 10689 members 
Mstep: Class 17 contains 27953 members 
Mstep: Class 18 contains 25378 members 
Mstep: Class 19 contains 3312 members 
Mstep: Class 20 contains 180919 members 
Mstep: Class 21 contains 38652 members 
Mstep: Class 22 contains 12996 members 
Mstep: Class 23 contains 12228 members 
Mstep: Class 24 contains 39004 members 
Mstep: Class 25 contains 12866 members 
Mstep: Class 26 contains 7865 members 
Mstep: Class 27 contains 2446 members 
Mstep: Class 28 contains 26479 members 
Mstep: Class 29 contains 4621 members 
Mstep: Class 30 contains 1083 members 
Mstep: Class 31 contains 1360 members 
Entering Unmasked Estep 
Score: -100143240.000000 Penalty: 68599.812500
Splitting cluster 15 changes total score from -100114304.000000 to -100143240.000000
So it's getting split into cluster 31.
Entering ConstructFrom: 
Trying to split cluster 16 (10689 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10689 members 
Entering Unmasked Estep 
Score: -1308188.375000 Penalty: 1507.507812
	Iteration 0F: 2 clusters Score -1308188 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 5347 members 
Entering Unmasked Estep 
Score: -1300639.875000 Penalty: 3015.015625
	Iteration 0F: 3 clusters Score -1300640 nChanged 4733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5615 members 
Mstep: Class 2 contains 5074 members 
Entering Unmasked Estep 
Score: -1304157.500000 Penalty: 3015.015625
	Iteration 1F: 3 clusters Score -1304158 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6133 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -1305545.250000 Penalty: 3015.015625
	Iteration 2F: 3 clusters Score -1305545 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6866 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -1306884.875000 Penalty: 3015.015625
	Iteration 3F: 3 clusters Score -1306885 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7568 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -1307818.125000 Penalty: 3015.015625
	Iteration 4F: 3 clusters Score -1307818 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8072 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -1308366.750000 Penalty: 3015.015625
	Iteration 5F: 3 clusters Score -1308367 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8416 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -1308699.625000 Penalty: 3015.015625
	Iteration 6Q: 3 clusters Score -1308700 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8646 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -1308894.500000 Penalty: 3015.015625
	Iteration 7Q: 3 clusters Score -1308894 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8823 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -1309004.875000 Penalty: 3015.015625
	Iteration 8Q: 3 clusters Score -1309005 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8926 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -1309072.125000 Penalty: 3015.015625
	Iteration 9Q: 3 clusters Score -1309072 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9009 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -1309123.375000 Penalty: 3015.015625
	Iteration 10Q: 3 clusters Score -1309123 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9045 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -1309187.125000 Penalty: 3015.015625
	Iteration 11Q: 3 clusters Score -1309187 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9060 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -1309284.125000 Penalty: 3015.015625
	Iteration 12Q: 3 clusters Score -1309284 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9039 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -1309452.625000 Penalty: 3015.015625
	Iteration 13Q: 3 clusters Score -1309453 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8992 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -1309697.875000 Penalty: 3015.015625
	Iteration 14Q: 3 clusters Score -1309698 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8925 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -1309915.125000 Penalty: 3015.015625
	Iteration 15Q: 3 clusters Score -1309915 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8851 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -1310239.875000 Penalty: 3015.015625
	Iteration 16Q: 3 clusters Score -1310240 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8768 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -1310542.250000 Penalty: 3015.015625
	Iteration 17Q: 3 clusters Score -1310542 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8690 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -1310721.625000 Penalty: 3015.015625
	Iteration 18Q: 3 clusters Score -1310722 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8603 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -1310811.000000 Penalty: 3015.015625
	Iteration 19Q: 3 clusters Score -1310811 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8532 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -1310868.625000 Penalty: 3015.015625
	Iteration 20F: 3 clusters Score -1310869 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8471 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -1310898.000000 Penalty: 3015.015625
	Iteration 21Q: 3 clusters Score -1310898 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8426 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -1310920.625000 Penalty: 3015.015625
	Iteration 22Q: 3 clusters Score -1310921 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8395 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -1310929.750000 Penalty: 3015.015625
	Iteration 23Q: 3 clusters Score -1310930 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8373 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -1310936.625000 Penalty: 3015.015625
	Iteration 24Q: 3 clusters Score -1310937 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8357 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -1310936.625000 Penalty: 3015.015625
	Iteration 25Q: 3 clusters Score -1310937 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8344 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -1310944.250000 Penalty: 3015.015625
	Iteration 26Q: 3 clusters Score -1310944 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8329 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -1310942.875000 Penalty: 3015.015625
	Iteration 27Q: 3 clusters Score -1310943 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8319 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -1310946.875000 Penalty: 3015.015625
	Iteration 28Q: 3 clusters Score -1310947 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8311 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -1310947.000000 Penalty: 3015.015625
	Iteration 29Q: 3 clusters Score -1310947 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8304 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -1310949.500000 Penalty: 3015.015625
	Iteration 30Q: 3 clusters Score -1310950 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8295 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -1310950.625000 Penalty: 3015.015625
	Iteration 31Q: 3 clusters Score -1310951 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8284 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -1310952.500000 Penalty: 3015.015625
	Iteration 32Q: 3 clusters Score -1310952 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8271 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -1310948.625000 Penalty: 3015.015625
	Iteration 33Q: 3 clusters Score -1310949 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8251 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -1310953.375000 Penalty: 3015.015625
	Iteration 34Q: 3 clusters Score -1310953 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8236 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -1310957.000000 Penalty: 3015.015625
	Iteration 35Q: 3 clusters Score -1310957 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8226 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -1310959.625000 Penalty: 3015.015625
	Iteration 36Q: 3 clusters Score -1310960 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8222 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -1310961.750000 Penalty: 3015.015625
	Iteration 37Q: 3 clusters Score -1310962 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8218 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -1310959.000000 Penalty: 3015.015625
	Iteration 38Q: 3 clusters Score -1310959 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8214 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -1310960.250000 Penalty: 3015.015625
	Iteration 39Q: 3 clusters Score -1310960 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8213 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -1310959.250000 Penalty: 3015.015625
	Iteration 40F: 3 clusters Score -1310959 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8212 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -1310959.500000 Penalty: 3015.015625
	Iteration 41Q: 3 clusters Score -1310960 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8211 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -1310959.250000 Penalty: 3015.015625
	Iteration 42Q: 3 clusters Score -1310959 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8210 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -1310959.875000 Penalty: 3015.015625
	Iteration 43Q: 3 clusters Score -1310960 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8209 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -1310960.875000 Penalty: 3015.015625
	Iteration 44Q: 3 clusters Score -1310961 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8209 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -1310960.875000 Penalty: 3015.015625
	Iteration 45F: 3 clusters Score -1310961 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 13941 members 
Mstep: Class 2 contains 28521 members 
Mstep: Class 3 contains 59455 members 
Mstep: Class 4 contains 7139 members 
Mstep: Class 5 contains 7620 members 
Mstep: Class 6 contains 4429 members 
Mstep: Class 7 contains 76914 members 
Mstep: Class 8 contains 38953 members 
Mstep: Class 9 contains 47719 members 
Mstep: Class 10 contains 39629 members 
Mstep: Class 11 contains 42274 members 
Mstep: Class 12 contains 12488 members 
Mstep: Class 13 contains 14255 members 
Mstep: Class 14 contains 18793 members 
Mstep: Class 15 contains 591 members 
Mstep: Class 16 contains 8209 members 
Mstep: Class 17 contains 27953 members 
Mstep: Class 18 contains 25378 members 
Mstep: Class 19 contains 3312 members 
Mstep: Class 20 contains 180919 members 
Mstep: Class 21 contains 38652 members 
Mstep: Class 22 contains 12996 members 
Mstep: Class 23 contains 12228 members 
Mstep: Class 24 contains 39004 members 
Mstep: Class 25 contains 12866 members 
Mstep: Class 26 contains 7865 members 
Mstep: Class 27 contains 2446 members 
Mstep: Class 28 contains 26479 members 
Mstep: Class 29 contains 4621 members 
Mstep: Class 30 contains 1083 members 
Mstep: Class 31 contains 1360 members 
Mstep: Class 32 contains 2480 members 
Entering Unmasked Estep 
Score: -100145664.000000 Penalty: 70812.710938
Splitting cluster 16 changes total score from -100114304.000000 to -100145664.000000
So it's getting split into cluster 32.
Entering ConstructFrom: 
Trying to split cluster 17 (27953 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27953 members 
Entering Unmasked Estep 
Score: -3435927.000000 Penalty: 1663.720337
	Iteration 0F: 2 clusters Score -3435927 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14019 members 
Mstep: Class 2 contains 13934 members 
Entering Unmasked Estep 
Score: -3417179.750000 Penalty: 3327.440674
	Iteration 0F: 3 clusters Score -3417180 nChanged 12833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14158 members 
Mstep: Class 2 contains 13795 members 
Entering Unmasked Estep 
Score: -3425117.500000 Penalty: 3327.440674
	Iteration 1F: 3 clusters Score -3425118 nChanged 1923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13997 members 
Mstep: Class 2 contains 13956 members 
Entering Unmasked Estep 
Score: -3426775.250000 Penalty: 3327.440674
	Iteration 2F: 3 clusters Score -3426775 nChanged 2375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13330 members 
Mstep: Class 2 contains 14623 members 
Entering Unmasked Estep 
Score: -3428808.500000 Penalty: 3327.440674
	Iteration 3F: 3 clusters Score -3428808 nChanged 2495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12185 members 
Mstep: Class 2 contains 15768 members 
Entering Unmasked Estep 
Score: -3430806.750000 Penalty: 3327.440674
	Iteration 4F: 3 clusters Score -3430807 nChanged 2299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10988 members 
Mstep: Class 2 contains 16965 members 
Entering Unmasked Estep 
Score: -3432552.250000 Penalty: 3327.440674
	Iteration 5F: 3 clusters Score -3432552 nChanged 1851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10029 members 
Mstep: Class 2 contains 17924 members 
Entering Unmasked Estep 
Score: -3433869.500000 Penalty: 3327.440674
	Iteration 6F: 3 clusters Score -3433870 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9320 members 
Mstep: Class 2 contains 18633 members 
Entering Unmasked Estep 
Score: -3434766.000000 Penalty: 3327.440674
	Iteration 7F: 3 clusters Score -3434766 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8911 members 
Mstep: Class 2 contains 19042 members 
Entering Unmasked Estep 
Score: -3435384.250000 Penalty: 3327.440674
	Iteration 8Q: 3 clusters Score -3435384 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8702 members 
Mstep: Class 2 contains 19251 members 
Entering Unmasked Estep 
Score: -3435876.000000 Penalty: 3327.440674
	Iteration 9Q: 3 clusters Score -3435876 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8520 members 
Mstep: Class 2 contains 19433 members 
Entering Unmasked Estep 
Score: -3436375.750000 Penalty: 3327.440674
	Iteration 10Q: 3 clusters Score -3436376 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8423 members 
Mstep: Class 2 contains 19530 members 
Entering Unmasked Estep 
Score: -3436941.750000 Penalty: 3327.440674
	Iteration 11Q: 3 clusters Score -3436942 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8347 members 
Mstep: Class 2 contains 19606 members 
Entering Unmasked Estep 
Score: -3437567.000000 Penalty: 3327.440674
	Iteration 12Q: 3 clusters Score -3437567 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8235 members 
Mstep: Class 2 contains 19718 members 
Entering Unmasked Estep 
Score: -3438328.250000 Penalty: 3327.440674
	Iteration 13Q: 3 clusters Score -3438328 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8126 members 
Mstep: Class 2 contains 19827 members 
Entering Unmasked Estep 
Score: -3439064.250000 Penalty: 3327.440674
	Iteration 14Q: 3 clusters Score -3439064 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8071 members 
Mstep: Class 2 contains 19882 members 
Entering Unmasked Estep 
Score: -3439538.750000 Penalty: 3327.440674
	Iteration 15Q: 3 clusters Score -3439539 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8037 members 
Mstep: Class 2 contains 19916 members 
Entering Unmasked Estep 
Score: -3439803.750000 Penalty: 3327.440674
	Iteration 16Q: 3 clusters Score -3439804 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8051 members 
Mstep: Class 2 contains 19902 members 
Entering Unmasked Estep 
Score: -3439921.000000 Penalty: 3327.440674
	Iteration 17Q: 3 clusters Score -3439921 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8072 members 
Mstep: Class 2 contains 19881 members 
Entering Unmasked Estep 
Score: -3439975.250000 Penalty: 3327.440674
	Iteration 18Q: 3 clusters Score -3439975 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8090 members 
Mstep: Class 2 contains 19863 members 
Entering Unmasked Estep 
Score: -3440005.750000 Penalty: 3327.440674
	Iteration 19Q: 3 clusters Score -3440006 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8111 members 
Mstep: Class 2 contains 19842 members 
Entering Unmasked Estep 
Score: -3440017.250000 Penalty: 3327.440674
	Iteration 20F: 3 clusters Score -3440017 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8119 members 
Mstep: Class 2 contains 19834 members 
Entering Unmasked Estep 
Score: -3440021.750000 Penalty: 3327.440674
	Iteration 21Q: 3 clusters Score -3440022 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8141 members 
Mstep: Class 2 contains 19812 members 
Entering Unmasked Estep 
Score: -3440030.750000 Penalty: 3327.440674
	Iteration 22Q: 3 clusters Score -3440031 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8148 members 
Mstep: Class 2 contains 19805 members 
Entering Unmasked Estep 
Score: -3440043.000000 Penalty: 3327.440674
	Iteration 23Q: 3 clusters Score -3440043 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8162 members 
Mstep: Class 2 contains 19791 members 
Entering Unmasked Estep 
Score: -3440047.000000 Penalty: 3327.440674
	Iteration 24Q: 3 clusters Score -3440047 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8176 members 
Mstep: Class 2 contains 19777 members 
Entering Unmasked Estep 
Score: -3440047.000000 Penalty: 3327.440674
	Iteration 25Q: 3 clusters Score -3440047 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8183 members 
Mstep: Class 2 contains 19770 members 
Entering Unmasked Estep 
Score: -3440045.750000 Penalty: 3327.440674
	Iteration 26Q: 3 clusters Score -3440046 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8183 members 
Mstep: Class 2 contains 19770 members 
Entering Unmasked Estep 
Score: -3440050.500000 Penalty: 3327.440674
	Iteration 27Q: 3 clusters Score -3440050 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8181 members 
Mstep: Class 2 contains 19772 members 
Entering Unmasked Estep 
Score: -3440053.500000 Penalty: 3327.440674
	Iteration 28Q: 3 clusters Score -3440054 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8179 members 
Mstep: Class 2 contains 19774 members 
Entering Unmasked Estep 
Score: -3440051.250000 Penalty: 3327.440674
	Iteration 29Q: 3 clusters Score -3440051 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8180 members 
Mstep: Class 2 contains 19773 members 
Entering Unmasked Estep 
Score: -3440053.250000 Penalty: 3327.440674
	Iteration 30Q: 3 clusters Score -3440053 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8180 members 
Mstep: Class 2 contains 19773 members 
Entering Unmasked Estep 
Score: -3440053.250000 Penalty: 3327.440674
	Iteration 31F: 3 clusters Score -3440053 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 13941 members 
Mstep: Class 2 contains 28521 members 
Mstep: Class 3 contains 59455 members 
Mstep: Class 4 contains 7139 members 
Mstep: Class 5 contains 7620 members 
Mstep: Class 6 contains 4429 members 
Mstep: Class 7 contains 76914 members 
Mstep: Class 8 contains 38953 members 
Mstep: Class 9 contains 47719 members 
Mstep: Class 10 contains 39629 members 
Mstep: Class 11 contains 42274 members 
Mstep: Class 12 contains 12488 members 
Mstep: Class 13 contains 14255 members 
Mstep: Class 14 contains 18793 members 
Mstep: Class 15 contains 591 members 
Mstep: Class 16 contains 8209 members 
Mstep: Class 17 contains 8180 members 
Mstep: Class 18 contains 25378 members 
Mstep: Class 19 contains 3312 members 
Mstep: Class 20 contains 180919 members 
Mstep: Class 21 contains 38652 members 
Mstep: Class 22 contains 12996 members 
Mstep: Class 23 contains 12228 members 
Mstep: Class 24 contains 39004 members 
Mstep: Class 25 contains 12866 members 
Mstep: Class 26 contains 7865 members 
Mstep: Class 27 contains 2446 members 
Mstep: Class 28 contains 26479 members 
Mstep: Class 29 contains 4621 members 
Mstep: Class 30 contains 1083 members 
Mstep: Class 31 contains 1360 members 
Mstep: Class 32 contains 2480 members 
Mstep: Class 33 contains 19773 members 
Entering Unmasked Estep 
Score: -100149200.000000 Penalty: 73025.601562
Splitting cluster 17 changes total score from -100114304.000000 to -100149200.000000
So it's getting split into cluster 33.
Entering ConstructFrom: 
Trying to split cluster 18 (25378 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25378 members 
Entering Unmasked Estep 
Score: -2862387.750000 Penalty: 1648.016113
	Iteration 0F: 2 clusters Score -2862388 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12791 members 
Mstep: Class 2 contains 12587 members 
Entering Unmasked Estep 
Score: -2845395.750000 Penalty: 3296.032227
	Iteration 0F: 3 clusters Score -2845396 nChanged 11661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13186 members 
Mstep: Class 2 contains 12192 members 
Entering Unmasked Estep 
Score: -2853624.750000 Penalty: 3296.032227
	Iteration 1F: 3 clusters Score -2853625 nChanged 2421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13271 members 
Mstep: Class 2 contains 12107 members 
Entering Unmasked Estep 
Score: -2856076.500000 Penalty: 3296.032227
	Iteration 2F: 3 clusters Score -2856076 nChanged 2422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13251 members 
Mstep: Class 2 contains 12127 members 
Entering Unmasked Estep 
Score: -2858969.750000 Penalty: 3296.032227
	Iteration 3F: 3 clusters Score -2858970 nChanged 2215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13508 members 
Mstep: Class 2 contains 11870 members 
Entering Unmasked Estep 
Score: -2861202.000000 Penalty: 3296.032227
	Iteration 4F: 3 clusters Score -2861202 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14123 members 
Mstep: Class 2 contains 11255 members 
Entering Unmasked Estep 
Score: -2862668.250000 Penalty: 3296.032227
	Iteration 5F: 3 clusters Score -2862668 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14972 members 
Mstep: Class 2 contains 10406 members 
Entering Unmasked Estep 
Score: -2864013.750000 Penalty: 3296.032227
	Iteration 6F: 3 clusters Score -2864014 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16001 members 
Mstep: Class 2 contains 9377 members 
Entering Unmasked Estep 
Score: -2865254.750000 Penalty: 3296.032227
	Iteration 7Q: 3 clusters Score -2865255 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17106 members 
Mstep: Class 2 contains 8272 members 
Entering Unmasked Estep 
Score: -2866393.500000 Penalty: 3296.032227
	Iteration 8Q: 3 clusters Score -2866394 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18246 members 
Mstep: Class 2 contains 7132 members 
Entering Unmasked Estep 
Score: -2867510.750000 Penalty: 3296.032227
	Iteration 9Q: 3 clusters Score -2867511 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19237 members 
Mstep: Class 2 contains 6141 members 
Entering Unmasked Estep 
Score: -2868511.250000 Penalty: 3296.032227
	Iteration 10Q: 3 clusters Score -2868511 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20098 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
Score: -2869403.000000 Penalty: 3296.032227
	Iteration 11Q: 3 clusters Score -2869403 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20788 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -2870246.250000 Penalty: 3296.032227
	Iteration 12Q: 3 clusters Score -2870246 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21323 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -2871092.250000 Penalty: 3296.032227
	Iteration 13Q: 3 clusters Score -2871092 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21752 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -2872144.000000 Penalty: 3296.032227
	Iteration 14Q: 3 clusters Score -2872144 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22055 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -2872852.750000 Penalty: 3296.032227
	Iteration 15Q: 3 clusters Score -2872853 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22261 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -2873159.750000 Penalty: 3296.032227
	Iteration 16Q: 3 clusters Score -2873160 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22376 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -2873266.250000 Penalty: 3296.032227
	Iteration 17Q: 3 clusters Score -2873266 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22460 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -2873311.000000 Penalty: 3296.032227
	Iteration 18Q: 3 clusters Score -2873311 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22517 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -2873330.500000 Penalty: 3296.032227
	Iteration 19Q: 3 clusters Score -2873330 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22550 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -2873347.500000 Penalty: 3296.032227
	Iteration 20F: 3 clusters Score -2873348 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22572 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -2873354.500000 Penalty: 3296.032227
	Iteration 21Q: 3 clusters Score -2873354 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22584 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -2873357.500000 Penalty: 3296.032227
	Iteration 22Q: 3 clusters Score -2873358 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22590 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -2873356.500000 Penalty: 3296.032227
	Iteration 23Q: 3 clusters Score -2873356 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22594 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -2873360.250000 Penalty: 3296.032227
	Iteration 24Q: 3 clusters Score -2873360 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22600 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -2873362.000000 Penalty: 3296.032227
	Iteration 25Q: 3 clusters Score -2873362 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22603 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -2873363.250000 Penalty: 3296.032227
	Iteration 26Q: 3 clusters Score -2873363 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22605 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -2873360.000000 Penalty: 3296.032227
	Iteration 27Q: 3 clusters Score -2873360 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22607 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -2873361.000000 Penalty: 3296.032227
	Iteration 28Q: 3 clusters Score -2873361 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22609 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -2873359.250000 Penalty: 3296.032227
	Iteration 29Q: 3 clusters Score -2873359 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22609 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -2873359.250000 Penalty: 3296.032227
	Iteration 30F: 3 clusters Score -2873359 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 13941 members 
Mstep: Class 2 contains 28521 members 
Mstep: Class 3 contains 59455 members 
Mstep: Class 4 contains 7139 members 
Mstep: Class 5 contains 7620 members 
Mstep: Class 6 contains 4429 members 
Mstep: Class 7 contains 76914 members 
Mstep: Class 8 contains 38953 members 
Mstep: Class 9 contains 47719 members 
Mstep: Class 10 contains 39629 members 
Mstep: Class 11 contains 42274 members 
Mstep: Class 12 contains 12488 members 
Mstep: Class 13 contains 14255 members 
Mstep: Class 14 contains 18793 members 
Mstep: Class 15 contains 591 members 
Mstep: Class 16 contains 8209 members 
Mstep: Class 17 contains 8180 members 
Mstep: Class 18 contains 22609 members 
Mstep: Class 19 contains 3312 members 
Mstep: Class 20 contains 180919 members 
Mstep: Class 21 contains 38652 members 
Mstep: Class 22 contains 12996 members 
Mstep: Class 23 contains 12228 members 
Mstep: Class 24 contains 39004 members 
Mstep: Class 25 contains 12866 members 
Mstep: Class 26 contains 7865 members 
Mstep: Class 27 contains 2446 members 
Mstep: Class 28 contains 26479 members 
Mstep: Class 29 contains 4621 members 
Mstep: Class 30 contains 1083 members 
Mstep: Class 31 contains 1360 members 
Mstep: Class 32 contains 2480 members 
Mstep: Class 33 contains 19773 members 
Mstep: Class 34 contains 2769 members 
Entering Unmasked Estep 
Score: -100160056.000000 Penalty: 75238.500000
Splitting cluster 18 changes total score from -100114304.000000 to -100160056.000000
So it's getting split into cluster 34.
Entering ConstructFrom: 
Trying to split cluster 19 (3312 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Entering Unmasked Estep 
Score: -415533.312500 Penalty: 1317.112427
	Iteration 0F: 2 clusters Score -415533.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -412613.687500 Penalty: 2634.224854
	Iteration 0F: 3 clusters Score -412613.7 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -413359.062500 Penalty: 2634.224854
	Iteration 1F: 3 clusters Score -413359.1 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -413536.406250 Penalty: 2634.224854
	Iteration 2F: 3 clusters Score -413536.4 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -413698.937500 Penalty: 2634.224854
	Iteration 3F: 3 clusters Score -413698.9 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -413835.968750 Penalty: 2634.224854
	Iteration 4F: 3 clusters Score -413836 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -413970.250000 Penalty: 2634.224854
	Iteration 5F: 3 clusters Score -413970.2 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -414094.812500 Penalty: 2634.224854
	Iteration 6F: 3 clusters Score -414094.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -414177.062500 Penalty: 2634.224854
	Iteration 7Q: 3 clusters Score -414177.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -414274.687500 Penalty: 2634.224854
	Iteration 8Q: 3 clusters Score -414274.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -414358.781250 Penalty: 2634.224854
	Iteration 9Q: 3 clusters Score -414358.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -414410.000000 Penalty: 2634.224854
	Iteration 10Q: 3 clusters Score -414410 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -414447.000000 Penalty: 2634.224854
	Iteration 11Q: 3 clusters Score -414447 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -414479.093750 Penalty: 2634.224854
	Iteration 12Q: 3 clusters Score -414479.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -414496.125000 Penalty: 2634.224854
	Iteration 13Q: 3 clusters Score -414496.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -414516.687500 Penalty: 2634.224854
	Iteration 14Q: 3 clusters Score -414516.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -414531.062500 Penalty: 2634.224854
	Iteration 15Q: 3 clusters Score -414531.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -414538.937500 Penalty: 2634.224854
	Iteration 16Q: 3 clusters Score -414538.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -414545.750000 Penalty: 2634.224854
	Iteration 17Q: 3 clusters Score -414545.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -414553.218750 Penalty: 2634.224854
	Iteration 18Q: 3 clusters Score -414553.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -414554.906250 Penalty: 2634.224854
	Iteration 19Q: 3 clusters Score -414554.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -414555.156250 Penalty: 2634.224854
	Iteration 20F: 3 clusters Score -414555.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -414556.187500 Penalty: 2634.224854
	Iteration 21Q: 3 clusters Score -414556.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -414556.187500 Penalty: 2634.224854
	Iteration 22F: 3 clusters Score -414556.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (180919 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180919 members 
Entering Unmasked Estep 
Score: -23138490.000000 Penalty: 1967.193237
	Iteration 0F: 2 clusters Score -2.313849e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90336 members 
Mstep: Class 2 contains 90583 members 
Entering Unmasked Estep 
Score: -23071586.000000 Penalty: 3934.386475
	Iteration 0F: 3 clusters Score -2.307159e+07 nChanged 87583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85177 members 
Mstep: Class 2 contains 95742 members 
Entering Unmasked Estep 
Score: -23122264.000000 Penalty: 3934.386475
	Iteration 1F: 3 clusters Score -2.312226e+07 nChanged 6188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82679 members 
Mstep: Class 2 contains 98240 members 
Entering Unmasked Estep 
Score: -23123378.000000 Penalty: 3934.386475
	Iteration 2Q: 3 clusters Score -2.312338e+07 nChanged 7239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79482 members 
Mstep: Class 2 contains 101437 members 
Entering Unmasked Estep 
Score: -23125298.000000 Penalty: 3934.386475
	Iteration 3Q: 3 clusters Score -2.31253e+07 nChanged 8443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75585 members 
Mstep: Class 2 contains 105334 members 
Entering Unmasked Estep 
Score: -23127822.000000 Penalty: 3934.386475
	Iteration 4Q: 3 clusters Score -2.312782e+07 nChanged 9979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71140 members 
Mstep: Class 2 contains 109779 members 
Entering Unmasked Estep 
Score: -23131904.000000 Penalty: 3934.386475
	Iteration 5F: 3 clusters Score -2.31319e+07 nChanged 11110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67174 members 
Mstep: Class 2 contains 113745 members 
Entering Unmasked Estep 
Score: -23138318.000000 Penalty: 3934.386475
	Iteration 6F: 3 clusters Score -2.313832e+07 nChanged 12300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64766 members 
Mstep: Class 2 contains 116153 members 
Entering Unmasked Estep 
Score: -23147888.000000 Penalty: 3934.386475
	Iteration 7F: 3 clusters Score -2.314789e+07 nChanged 12585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64847 members 
Mstep: Class 2 contains 116072 members 
Entering Unmasked Estep 
Score: -23157614.000000 Penalty: 3934.386475
	Iteration 8F: 3 clusters Score -2.315761e+07 nChanged 10389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66408 members 
Mstep: Class 2 contains 114511 members 
Entering Unmasked Estep 
Score: -23162892.000000 Penalty: 3934.386475
	Iteration 9F: 3 clusters Score -2.316289e+07 nChanged 6311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68003 members 
Mstep: Class 2 contains 112916 members 
Entering Unmasked Estep 
Score: -23165214.000000 Penalty: 3934.386475
	Iteration 10Q: 3 clusters Score -2.316521e+07 nChanged 3927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69304 members 
Mstep: Class 2 contains 111615 members 
Entering Unmasked Estep 
Score: -23166820.000000 Penalty: 3934.386475
	Iteration 11Q: 3 clusters Score -2.316682e+07 nChanged 3029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70281 members 
Mstep: Class 2 contains 110638 members 
Entering Unmasked Estep 
Score: -23168106.000000 Penalty: 3934.386475
	Iteration 12Q: 3 clusters Score -2.316811e+07 nChanged 2690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71017 members 
Mstep: Class 2 contains 109902 members 
Entering Unmasked Estep 
Score: -23169146.000000 Penalty: 3934.386475
	Iteration 13Q: 3 clusters Score -2.316915e+07 nChanged 2445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71348 members 
Mstep: Class 2 contains 109571 members 
Entering Unmasked Estep 
Score: -23170256.000000 Penalty: 3934.386475
	Iteration 14Q: 3 clusters Score -2.317026e+07 nChanged 2260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71288 members 
Mstep: Class 2 contains 109631 members 
Entering Unmasked Estep 
Score: -23171226.000000 Penalty: 3934.386475
	Iteration 15Q: 3 clusters Score -2.317123e+07 nChanged 2039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70905 members 
Mstep: Class 2 contains 110014 members 
Entering Unmasked Estep 
Score: -23172068.000000 Penalty: 3934.386475
	Iteration 16Q: 3 clusters Score -2.317207e+07 nChanged 1816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70265 members 
Mstep: Class 2 contains 110654 members 
Entering Unmasked Estep 
Score: -23172840.000000 Penalty: 3934.386475
	Iteration 17Q: 3 clusters Score -2.317284e+07 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69408 members 
Mstep: Class 2 contains 111511 members 
Entering Unmasked Estep 
Score: -23173492.000000 Penalty: 3934.386475
	Iteration 18Q: 3 clusters Score -2.317349e+07 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68255 members 
Mstep: Class 2 contains 112664 members 
Entering Unmasked Estep 
Score: -23174236.000000 Penalty: 3934.386475
	Iteration 19Q: 3 clusters Score -2.317424e+07 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66844 members 
Mstep: Class 2 contains 114075 members 
Entering Unmasked Estep 
Score: -23175094.000000 Penalty: 3934.386475
	Iteration 20F: 3 clusters Score -2.317509e+07 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65228 members 
Mstep: Class 2 contains 115691 members 
Entering Unmasked Estep 
Score: -23175764.000000 Penalty: 3934.386475
	Iteration 21Q: 3 clusters Score -2.317576e+07 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63472 members 
Mstep: Class 2 contains 117447 members 
Entering Unmasked Estep 
Score: -23176270.000000 Penalty: 3934.386475
	Iteration 22Q: 3 clusters Score -2.317627e+07 nChanged 1940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61562 members 
Mstep: Class 2 contains 119357 members 
Entering Unmasked Estep 
Score: -23176880.000000 Penalty: 3934.386475
	Iteration 23Q: 3 clusters Score -2.317688e+07 nChanged 1992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59582 members 
Mstep: Class 2 contains 121337 members 
Entering Unmasked Estep 
Score: -23177512.000000 Penalty: 3934.386475
	Iteration 24Q: 3 clusters Score -2.317751e+07 nChanged 2106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57494 members 
Mstep: Class 2 contains 123425 members 
Entering Unmasked Estep 
Score: -23178016.000000 Penalty: 3934.386475
	Iteration 25Q: 3 clusters Score -2.317802e+07 nChanged 2141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55383 members 
Mstep: Class 2 contains 125536 members 
Entering Unmasked Estep 
Score: -23178284.000000 Penalty: 3934.386475
	Iteration 26Q: 3 clusters Score -2.317828e+07 nChanged 2203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53206 members 
Mstep: Class 2 contains 127713 members 
Entering Unmasked Estep 
Score: -23178520.000000 Penalty: 3934.386475
	Iteration 27Q: 3 clusters Score -2.317852e+07 nChanged 2138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51092 members 
Mstep: Class 2 contains 129827 members 
Entering Unmasked Estep 
Score: -23178486.000000 Penalty: 3934.386475
	Iteration 28Q: 3 clusters Score -2.317849e+07 nChanged 2047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49065 members 
Mstep: Class 2 contains 131854 members 
Entering Unmasked Estep 
Score: -23178606.000000 Penalty: 3934.386475
	Iteration 29Q: 3 clusters Score -2.317861e+07 nChanged 2015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47068 members 
Mstep: Class 2 contains 133851 members 
Entering Unmasked Estep 
Score: -23178540.000000 Penalty: 3934.386475
	Iteration 30Q: 3 clusters Score -2.317854e+07 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45199 members 
Mstep: Class 2 contains 135720 members 
Entering Unmasked Estep 
Score: -23178686.000000 Penalty: 3934.386475
	Iteration 31Q: 3 clusters Score -2.317869e+07 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43472 members 
Mstep: Class 2 contains 137447 members 
Entering Unmasked Estep 
Score: -23178704.000000 Penalty: 3934.386475
	Iteration 32Q: 3 clusters Score -2.31787e+07 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41772 members 
Mstep: Class 2 contains 139147 members 
Entering Unmasked Estep 
Score: -23178672.000000 Penalty: 3934.386475
	Iteration 33Q: 3 clusters Score -2.317867e+07 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40063 members 
Mstep: Class 2 contains 140856 members 
Entering Unmasked Estep 
Score: -23178618.000000 Penalty: 3934.386475
	Iteration 34Q: 3 clusters Score -2.317862e+07 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38496 members 
Mstep: Class 2 contains 142423 members 
Entering Unmasked Estep 
Score: -23178458.000000 Penalty: 3934.386475
	Iteration 35Q: 3 clusters Score -2.317846e+07 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37088 members 
Mstep: Class 2 contains 143831 members 
Entering Unmasked Estep 
Score: -23178228.000000 Penalty: 3934.386475
	Iteration 36Q: 3 clusters Score -2.317823e+07 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35719 members 
Mstep: Class 2 contains 145200 members 
Entering Unmasked Estep 
Score: -23177826.000000 Penalty: 3934.386475
	Iteration 37Q: 3 clusters Score -2.317783e+07 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34493 members 
Mstep: Class 2 contains 146426 members 
Entering Unmasked Estep 
Score: -23177598.000000 Penalty: 3934.386475
	Iteration 38Q: 3 clusters Score -2.31776e+07 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33454 members 
Mstep: Class 2 contains 147465 members 
Entering Unmasked Estep 
Score: -23177394.000000 Penalty: 3934.386475
	Iteration 39Q: 3 clusters Score -2.317739e+07 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32542 members 
Mstep: Class 2 contains 148377 members 
Entering Unmasked Estep 
Score: -23177008.000000 Penalty: 3934.386475
	Iteration 40F: 3 clusters Score -2.317701e+07 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31696 members 
Mstep: Class 2 contains 149223 members 
Entering Unmasked Estep 
Score: -23176650.000000 Penalty: 3934.386475
	Iteration 41Q: 3 clusters Score -2.317665e+07 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30960 members 
Mstep: Class 2 contains 149959 members 
Entering Unmasked Estep 
Score: -23176348.000000 Penalty: 3934.386475
	Iteration 42Q: 3 clusters Score -2.317635e+07 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30341 members 
Mstep: Class 2 contains 150578 members 
Entering Unmasked Estep 
Score: -23176030.000000 Penalty: 3934.386475
	Iteration 43Q: 3 clusters Score -2.317603e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29814 members 
Mstep: Class 2 contains 151105 members 
Entering Unmasked Estep 
Score: -23175694.000000 Penalty: 3934.386475
	Iteration 44Q: 3 clusters Score -2.317569e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29355 members 
Mstep: Class 2 contains 151564 members 
Entering Unmasked Estep 
Score: -23175418.000000 Penalty: 3934.386475
	Iteration 45Q: 3 clusters Score -2.317542e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28964 members 
Mstep: Class 2 contains 151955 members 
Entering Unmasked Estep 
Score: -23175146.000000 Penalty: 3934.386475
	Iteration 46Q: 3 clusters Score -2.317515e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28628 members 
Mstep: Class 2 contains 152291 members 
Entering Unmasked Estep 
Score: -23174842.000000 Penalty: 3934.386475
	Iteration 47Q: 3 clusters Score -2.317484e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28335 members 
Mstep: Class 2 contains 152584 members 
Entering Unmasked Estep 
Score: -23174506.000000 Penalty: 3934.386475
	Iteration 48Q: 3 clusters Score -2.317451e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28090 members 
Mstep: Class 2 contains 152829 members 
Entering Unmasked Estep 
Score: -23174230.000000 Penalty: 3934.386475
	Iteration 49Q: 3 clusters Score -2.317423e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27882 members 
Mstep: Class 2 contains 153037 members 
Entering Unmasked Estep 
Score: -23174006.000000 Penalty: 3934.386475
	Iteration 50Q: 3 clusters Score -2.317401e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27728 members 
Mstep: Class 2 contains 153191 members 
Entering Unmasked Estep 
Score: -23173824.000000 Penalty: 3934.386475
	Iteration 51Q: 3 clusters Score -2.317382e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27602 members 
Mstep: Class 2 contains 153317 members 
Entering Unmasked Estep 
Score: -23173726.000000 Penalty: 3934.386475
	Iteration 52Q: 3 clusters Score -2.317373e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27504 members 
Mstep: Class 2 contains 153415 members 
Entering Unmasked Estep 
Score: -23173622.000000 Penalty: 3934.386475
	Iteration 53Q: 3 clusters Score -2.317362e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27436 members 
Mstep: Class 2 contains 153483 members 
Entering Unmasked Estep 
Score: -23173554.000000 Penalty: 3934.386475
	Iteration 54Q: 3 clusters Score -2.317355e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27382 members 
Mstep: Class 2 contains 153537 members 
Entering Unmasked Estep 
Score: -23173500.000000 Penalty: 3934.386475
	Iteration 55Q: 3 clusters Score -2.31735e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27337 members 
Mstep: Class 2 contains 153582 members 
Entering Unmasked Estep 
Score: -23173448.000000 Penalty: 3934.386475
	Iteration 56Q: 3 clusters Score -2.317345e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27304 members 
Mstep: Class 2 contains 153615 members 
Entering Unmasked Estep 
Score: -23173412.000000 Penalty: 3934.386475
	Iteration 57Q: 3 clusters Score -2.317341e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27270 members 
Mstep: Class 2 contains 153649 members 
Entering Unmasked Estep 
Score: -23173360.000000 Penalty: 3934.386475
	Iteration 58Q: 3 clusters Score -2.317336e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27236 members 
Mstep: Class 2 contains 153683 members 
Entering Unmasked Estep 
Score: -23173308.000000 Penalty: 3934.386475
	Iteration 59Q: 3 clusters Score -2.317331e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27214 members 
Mstep: Class 2 contains 153705 members 
Entering Unmasked Estep 
Score: -23173292.000000 Penalty: 3934.386475
	Iteration 60F: 3 clusters Score -2.317329e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27196 members 
Mstep: Class 2 contains 153723 members 
Entering Unmasked Estep 
Score: -23173264.000000 Penalty: 3934.386475
	Iteration 61Q: 3 clusters Score -2.317326e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27181 members 
Mstep: Class 2 contains 153738 members 
Entering Unmasked Estep 
Score: -23173222.000000 Penalty: 3934.386475
	Iteration 62Q: 3 clusters Score -2.317322e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27164 members 
Mstep: Class 2 contains 153755 members 
Entering Unmasked Estep 
Score: -23173198.000000 Penalty: 3934.386475
	Iteration 63Q: 3 clusters Score -2.31732e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27150 members 
Mstep: Class 2 contains 153769 members 
Entering Unmasked Estep 
Score: -23173182.000000 Penalty: 3934.386475
	Iteration 64Q: 3 clusters Score -2.317318e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27134 members 
Mstep: Class 2 contains 153785 members 
Entering Unmasked Estep 
Score: -23173172.000000 Penalty: 3934.386475
	Iteration 65Q: 3 clusters Score -2.317317e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27121 members 
Mstep: Class 2 contains 153798 members 
Entering Unmasked Estep 
Score: -23173144.000000 Penalty: 3934.386475
	Iteration 66Q: 3 clusters Score -2.317314e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27112 members 
Mstep: Class 2 contains 153807 members 
Entering Unmasked Estep 
Score: -23173124.000000 Penalty: 3934.386475
	Iteration 67Q: 3 clusters Score -2.317312e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27103 members 
Mstep: Class 2 contains 153816 members 
Entering Unmasked Estep 
Score: -23173126.000000 Penalty: 3934.386475
	Iteration 68Q: 3 clusters Score -2.317313e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27098 members 
Mstep: Class 2 contains 153821 members 
Entering Unmasked Estep 
Score: -23173104.000000 Penalty: 3934.386475
	Iteration 69Q: 3 clusters Score -2.31731e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27098 members 
Mstep: Class 2 contains 153821 members 
Entering Unmasked Estep 
Score: -23173104.000000 Penalty: 3934.386475
	Iteration 70F: 3 clusters Score -2.31731e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 13941 members 
Mstep: Class 2 contains 28521 members 
Mstep: Class 3 contains 59455 members 
Mstep: Class 4 contains 7139 members 
Mstep: Class 5 contains 7620 members 
Mstep: Class 6 contains 4429 members 
Mstep: Class 7 contains 76914 members 
Mstep: Class 8 contains 38953 members 
Mstep: Class 9 contains 47719 members 
Mstep: Class 10 contains 39629 members 
Mstep: Class 11 contains 42274 members 
Mstep: Class 12 contains 12488 members 
Mstep: Class 13 contains 14255 members 
Mstep: Class 14 contains 18793 members 
Mstep: Class 15 contains 591 members 
Mstep: Class 16 contains 8209 members 
Mstep: Class 17 contains 8180 members 
Mstep: Class 18 contains 22609 members 
Mstep: Class 19 contains 3312 members 
Mstep: Class 20 contains 27098 members 
Mstep: Class 21 contains 38652 members 
Mstep: Class 22 contains 12996 members 
Mstep: Class 23 contains 12228 members 
Mstep: Class 24 contains 39004 members 
Mstep: Class 25 contains 12866 members 
Mstep: Class 26 contains 7865 members 
Mstep: Class 27 contains 2446 members 
Mstep: Class 28 contains 26479 members 
Mstep: Class 29 contains 4621 members 
Mstep: Class 30 contains 1083 members 
Mstep: Class 31 contains 1360 members 
Mstep: Class 32 contains 2480 members 
Mstep: Class 33 contains 19773 members 
Mstep: Class 34 contains 2769 members 
Mstep: Class 35 contains 153821 members 
Entering Unmasked Estep 
Score: -100194312.000000 Penalty: 77451.398438
Splitting cluster 20 changes total score from -100114304.000000 to -100194312.000000
So it's getting split into cluster 35.
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 13941 members 
Mstep: Class 2 contains 28521 members 
Mstep: Class 3 contains 59455 members 
Mstep: Class 4 contains 7139 members 
Mstep: Class 5 contains 7620 members 
Mstep: Class 6 contains 4429 members 
Mstep: Class 7 contains 76914 members 
Mstep: Class 8 contains 38953 members 
Mstep: Class 9 contains 47719 members 
Mstep: Class 10 contains 39629 members 
Mstep: Class 11 contains 42274 members 
Mstep: Class 12 contains 12488 members 
Mstep: Class 14 contains 18793 members 
Mstep: Class 15 contains 591 members 
Mstep: Class 16 contains 8209 members 
Mstep: Class 17 contains 8180 members 
Mstep: Class 18 contains 22609 members 
Mstep: Class 19 contains 3312 members 
Mstep: Class 20 contains 27098 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100216960.000000 Penalty: 77451.398438
Iteration 39Q: 36 clusters Score -1.00217e+08 nChanged 31468
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 13931 members 
Mstep: Class 2 contains 28759 members 
Mstep: Class 3 contains 60535 members 
Mstep: Class 4 contains 7296 members 
Mstep: Class 5 contains 7732 members 
Mstep: Class 6 contains 4720 members 
Mstep: Class 7 contains 75952 members 
Mstep: Class 8 contains 40445 members 
Mstep: Class 9 contains 46486 members 
Mstep: Class 10 contains 41897 members 
Mstep: Class 11 contains 43658 members 
Mstep: Class 12 contains 12501 members 
Mstep: Class 13 contains 14939 members 
Mstep: Class 14 contains 18759 members 
Mstep: Class 15 contains 582 members 
Mstep: Class 16 contains 8802 members 
Mstep: Class 17 contains 7551 members 
Mstep: Class 18 contains 22939 members 
Mstep: Class 19 contains 3310 members 
Mstep: Class 20 contains 28124 members 
Mstep: Class 21 contains 38029 members 
Mstep: Class 22 contains 12786 members 
Mstep: Class 23 contains 11594 members 
Mstep: Class 24 contains 37673 members 
Mstep: Class 25 contains 12789 members 
Mstep: Class 26 contains 7490 members 
Mstep: Class 27 contains 2794 members 
Mstep: Class 28 contains 25596 members 
Mstep: Class 29 contains 4609 members 
Mstep: Class 30 contains 1118 members 
Mstep: Class 31 contains 1255 members 
Mstep: Class 32 contains 2573 members 
Mstep: Class 33 contains 18093 members 
Mstep: Class 34 contains 2791 members 
Mstep: Class 35 contains 152464 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100238368.000000 Penalty: 77451.398438
Iteration 40F: 36 clusters Score -1.002384e+08 nChanged 23096
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 13917 members 
Mstep: Class 2 contains 28020 members 
Mstep: Class 3 contains 59971 members 
Mstep: Class 4 contains 7338 members 
Mstep: Class 5 contains 7741 members 
Mstep: Class 6 contains 4747 members 
Mstep: Class 7 contains 74801 members 
Mstep: Class 8 contains 39855 members 
Mstep: Class 9 contains 45310 members 
Mstep: Class 10 contains 40794 members 
Mstep: Class 11 contains 43865 members 
Mstep: Class 12 contains 12350 members 
Mstep: Class 13 contains 15572 members 
Mstep: Class 14 contains 18595 members 
Mstep: Class 15 contains 493 members 
Mstep: Class 16 contains 8746 members 
Mstep: Class 17 contains 7108 members 
Mstep: Class 18 contains 21671 members 
Mstep: Class 19 contains 3250 members 
Mstep: Class 20 contains 28442 members 
Mstep: Class 21 contains 37954 members 
Mstep: Class 22 contains 14215 members 
Mstep: Class 23 contains 12129 members 
Mstep: Class 24 contains 37613 members 
Mstep: Class 25 contains 12977 members 
Mstep: Class 26 contains 8263 members 
Mstep: Class 27 contains 3263 members 
Mstep: Class 28 contains 25607 members 
Mstep: Class 29 contains 4876 members 
Mstep: Class 30 contains 1279 members 
Mstep: Class 31 contains 1476 members 
Mstep: Class 32 contains 2778 members 
Mstep: Class 33 contains 18493 members 
Mstep: Class 34 contains 3217 members 
Mstep: Class 35 contains 153849 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100244544.000000 Penalty: 77451.398438
Iteration 41Q: 36 clusters Score -1.002445e+08 nChanged 13368
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 13920 members 
Mstep: Class 2 contains 27605 members 
Mstep: Class 3 contains 59581 members 
Mstep: Class 4 contains 7414 members 
Mstep: Class 5 contains 7833 members 
Mstep: Class 6 contains 4834 members 
Mstep: Class 7 contains 74096 members 
Mstep: Class 8 contains 39425 members 
Mstep: Class 9 contains 44533 members 
Mstep: Class 10 contains 40379 members 
Mstep: Class 11 contains 43994 members 
Mstep: Class 12 contains 12277 members 
Mstep: Class 13 contains 16022 members 
Mstep: Class 14 contains 18531 members 
Mstep: Class 15 contains 464 members 
Mstep: Class 16 contains 8701 members 
Mstep: Class 17 contains 6894 members 
Mstep: Class 18 contains 20822 members 
Mstep: Class 19 contains 3215 members 
Mstep: Class 20 contains 28788 members 
Mstep: Class 21 contains 37848 members 
Mstep: Class 22 contains 15211 members 
Mstep: Class 23 contains 12444 members 
Mstep: Class 24 contains 37452 members 
Mstep: Class 25 contains 13177 members 
Mstep: Class 26 contains 8752 members 
Mstep: Class 27 contains 3557 members 
Mstep: Class 28 contains 25607 members 
Mstep: Class 29 contains 5004 members 
Mstep: Class 30 contains 1358 members 
Mstep: Class 31 contains 1578 members 
Mstep: Class 32 contains 2858 members 
Mstep: Class 33 contains 18675 members 
Mstep: Class 34 contains 3477 members 
Mstep: Class 35 contains 154249 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100248848.000000 Penalty: 77451.398438
Iteration 42Q: 36 clusters Score -1.002488e+08 nChanged 10125
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 13917 members 
Mstep: Class 2 contains 27343 members 
Mstep: Class 3 contains 59221 members 
Mstep: Class 4 contains 7480 members 
Mstep: Class 5 contains 7922 members 
Mstep: Class 6 contains 4925 members 
Mstep: Class 7 contains 73588 members 
Mstep: Class 8 contains 38999 members 
Mstep: Class 9 contains 44027 members 
Mstep: Class 10 contains 40135 members 
Mstep: Class 11 contains 44145 members 
Mstep: Class 12 contains 12233 members 
Mstep: Class 13 contains 16324 members 
Mstep: Class 14 contains 18494 members 
Mstep: Class 15 contains 454 members 
Mstep: Class 16 contains 8672 members 
Mstep: Class 17 contains 6767 members 
Mstep: Class 18 contains 20074 members 
Mstep: Class 19 contains 3200 members 
Mstep: Class 20 contains 29085 members 
Mstep: Class 21 contains 37800 members 
Mstep: Class 22 contains 16069 members 
Mstep: Class 23 contains 12725 members 
Mstep: Class 24 contains 37227 members 
Mstep: Class 25 contains 13357 members 
Mstep: Class 26 contains 9102 members 
Mstep: Class 27 contains 3788 members 
Mstep: Class 28 contains 25600 members 
Mstep: Class 29 contains 5086 members 
Mstep: Class 30 contains 1427 members 
Mstep: Class 31 contains 1665 members 
Mstep: Class 32 contains 2877 members 
Mstep: Class 33 contains 18790 members 
Mstep: Class 34 contains 3678 members 
Mstep: Class 35 contains 154379 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100252960.000000 Penalty: 77451.398438
Iteration 43Q: 36 clusters Score -1.00253e+08 nChanged 8396
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 13921 members 
Mstep: Class 2 contains 27174 members 
Mstep: Class 3 contains 58883 members 
Mstep: Class 4 contains 7528 members 
Mstep: Class 5 contains 8009 members 
Mstep: Class 6 contains 4996 members 
Mstep: Class 7 contains 73208 members 
Mstep: Class 8 contains 38529 members 
Mstep: Class 9 contains 43791 members 
Mstep: Class 10 contains 39923 members 
Mstep: Class 11 contains 44318 members 
Mstep: Class 12 contains 12196 members 
Mstep: Class 13 contains 16537 members 
Mstep: Class 14 contains 18478 members 
Mstep: Class 15 contains 453 members 
Mstep: Class 16 contains 8652 members 
Mstep: Class 17 contains 6683 members 
Mstep: Class 18 contains 19450 members 
Mstep: Class 19 contains 3190 members 
Mstep: Class 20 contains 29331 members 
Mstep: Class 21 contains 37770 members 
Mstep: Class 22 contains 16742 members 
Mstep: Class 23 contains 13044 members 
Mstep: Class 24 contains 36941 members 
Mstep: Class 25 contains 13526 members 
Mstep: Class 26 contains 9379 members 
Mstep: Class 27 contains 3935 members 
Mstep: Class 28 contains 25623 members 
Mstep: Class 29 contains 5138 members 
Mstep: Class 30 contains 1468 members 
Mstep: Class 31 contains 1719 members 
Mstep: Class 32 contains 2889 members 
Mstep: Class 33 contains 18939 members 
Mstep: Class 34 contains 3802 members 
Mstep: Class 35 contains 154410 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100255336.000000 Penalty: 77451.398438
Iteration 44Q: 36 clusters Score -1.002553e+08 nChanged 7111
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 13922 members 
Mstep: Class 2 contains 27075 members 
Mstep: Class 3 contains 58539 members 
Mstep: Class 4 contains 7579 members 
Mstep: Class 5 contains 8087 members 
Mstep: Class 6 contains 5062 members 
Mstep: Class 7 contains 72893 members 
Mstep: Class 8 contains 37916 members 
Mstep: Class 9 contains 43774 members 
Mstep: Class 10 contains 39745 members 
Mstep: Class 11 contains 44523 members 
Mstep: Class 12 contains 12158 members 
Mstep: Class 13 contains 16714 members 
Mstep: Class 14 contains 18472 members 
Mstep: Class 15 contains 449 members 
Mstep: Class 16 contains 8625 members 
Mstep: Class 17 contains 6628 members 
Mstep: Class 18 contains 18890 members 
Mstep: Class 19 contains 3183 members 
Mstep: Class 20 contains 29578 members 
Mstep: Class 21 contains 37786 members 
Mstep: Class 22 contains 17324 members 
Mstep: Class 23 contains 13392 members 
Mstep: Class 24 contains 36650 members 
Mstep: Class 25 contains 13672 members 
Mstep: Class 26 contains 9514 members 
Mstep: Class 27 contains 4036 members 
Mstep: Class 28 contains 25670 members 
Mstep: Class 29 contains 5173 members 
Mstep: Class 30 contains 1509 members 
Mstep: Class 31 contains 1787 members 
Mstep: Class 32 contains 2876 members 
Mstep: Class 33 contains 19076 members 
Mstep: Class 34 contains 3855 members 
Mstep: Class 35 contains 154443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100257080.000000 Penalty: 77451.398438
Iteration 45Q: 36 clusters Score -1.002571e+08 nChanged 6239
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 13911 members 
Mstep: Class 2 contains 27031 members 
Mstep: Class 3 contains 58239 members 
Mstep: Class 4 contains 7629 members 
Mstep: Class 5 contains 8173 members 
Mstep: Class 6 contains 5131 members 
Mstep: Class 7 contains 72674 members 
Mstep: Class 8 contains 37285 members 
Mstep: Class 9 contains 43821 members 
Mstep: Class 10 contains 39626 members 
Mstep: Class 11 contains 44746 members 
Mstep: Class 12 contains 12149 members 
Mstep: Class 13 contains 16894 members 
Mstep: Class 14 contains 18456 members 
Mstep: Class 15 contains 449 members 
Mstep: Class 16 contains 8608 members 
Mstep: Class 17 contains 6578 members 
Mstep: Class 18 contains 18414 members 
Mstep: Class 19 contains 3175 members 
Mstep: Class 20 contains 29835 members 
Mstep: Class 21 contains 37772 members 
Mstep: Class 22 contains 17811 members 
Mstep: Class 23 contains 13711 members 
Mstep: Class 24 contains 36325 members 
Mstep: Class 25 contains 13809 members 
Mstep: Class 26 contains 9572 members 
Mstep: Class 27 contains 4135 members 
Mstep: Class 28 contains 25747 members 
Mstep: Class 29 contains 5207 members 
Mstep: Class 30 contains 1538 members 
Mstep: Class 31 contains 1845 members 
Mstep: Class 32 contains 2852 members 
Mstep: Class 33 contains 19096 members 
Mstep: Class 34 contains 3884 members 
Mstep: Class 35 contains 154447 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100259072.000000 Penalty: 77451.398438
Iteration 46Q: 36 clusters Score -1.002591e+08 nChanged 5492
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 13891 members 
Mstep: Class 2 contains 27027 members 
Mstep: Class 3 contains 57989 members 
Mstep: Class 4 contains 7679 members 
Mstep: Class 5 contains 8218 members 
Mstep: Class 6 contains 5179 members 
Mstep: Class 7 contains 72460 members 
Mstep: Class 8 contains 36673 members 
Mstep: Class 9 contains 43914 members 
Mstep: Class 10 contains 39506 members 
Mstep: Class 11 contains 44996 members 
Mstep: Class 12 contains 12138 members 
Mstep: Class 13 contains 17051 members 
Mstep: Class 14 contains 18456 members 
Mstep: Class 15 contains 447 members 
Mstep: Class 16 contains 8610 members 
Mstep: Class 17 contains 6544 members 
Mstep: Class 18 contains 17999 members 
Mstep: Class 19 contains 3173 members 
Mstep: Class 20 contains 30036 members 
Mstep: Class 21 contains 37739 members 
Mstep: Class 22 contains 18258 members 
Mstep: Class 23 contains 14025 members 
Mstep: Class 24 contains 36027 members 
Mstep: Class 25 contains 13946 members 
Mstep: Class 26 contains 9627 members 
Mstep: Class 27 contains 4240 members 
Mstep: Class 28 contains 25822 members 
Mstep: Class 29 contains 5224 members 
Mstep: Class 30 contains 1569 members 
Mstep: Class 31 contains 1904 members 
Mstep: Class 32 contains 2821 members 
Mstep: Class 33 contains 19087 members 
Mstep: Class 34 contains 3892 members 
Mstep: Class 35 contains 154408 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100260528.000000 Penalty: 77451.398438
Iteration 47Q: 36 clusters Score -1.002605e+08 nChanged 4794
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 13877 members 
Mstep: Class 2 contains 27040 members 
Mstep: Class 3 contains 57794 members 
Mstep: Class 4 contains 7710 members 
Mstep: Class 5 contains 8250 members 
Mstep: Class 6 contains 5205 members 
Mstep: Class 7 contains 72281 members 
Mstep: Class 8 contains 36108 members 
Mstep: Class 9 contains 43991 members 
Mstep: Class 10 contains 39419 members 
Mstep: Class 11 contains 45256 members 
Mstep: Class 12 contains 12132 members 
Mstep: Class 13 contains 17216 members 
Mstep: Class 14 contains 18453 members 
Mstep: Class 15 contains 443 members 
Mstep: Class 16 contains 8638 members 
Mstep: Class 17 contains 6524 members 
Mstep: Class 18 contains 17621 members 
Mstep: Class 19 contains 3174 members 
Mstep: Class 20 contains 30212 members 
Mstep: Class 21 contains 37702 members 
Mstep: Class 22 contains 18641 members 
Mstep: Class 23 contains 14348 members 
Mstep: Class 24 contains 35733 members 
Mstep: Class 25 contains 14046 members 
Mstep: Class 26 contains 9706 members 
Mstep: Class 27 contains 4321 members 
Mstep: Class 28 contains 25888 members 
Mstep: Class 29 contains 5241 members 
Mstep: Class 30 contains 1597 members 
Mstep: Class 31 contains 1949 members 
Mstep: Class 32 contains 2794 members 
Mstep: Class 33 contains 19045 members 
Mstep: Class 34 contains 3896 members 
Mstep: Class 35 contains 154323 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100262088.000000 Penalty: 77451.398438
Iteration 48Q: 36 clusters Score -1.002621e+08 nChanged 4313
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 13853 members 
Mstep: Class 2 contains 27022 members 
Mstep: Class 3 contains 57592 members 
Mstep: Class 4 contains 7739 members 
Mstep: Class 5 contains 8268 members 
Mstep: Class 6 contains 5231 members 
Mstep: Class 7 contains 72130 members 
Mstep: Class 8 contains 35500 members 
Mstep: Class 9 contains 44070 members 
Mstep: Class 10 contains 39252 members 
Mstep: Class 11 contains 45512 members 
Mstep: Class 12 contains 12131 members 
Mstep: Class 13 contains 17359 members 
Mstep: Class 14 contains 18477 members 
Mstep: Class 15 contains 442 members 
Mstep: Class 16 contains 8643 members 
Mstep: Class 17 contains 6520 members 
Mstep: Class 18 contains 17318 members 
Mstep: Class 19 contains 3174 members 
Mstep: Class 20 contains 30396 members 
Mstep: Class 21 contains 37700 members 
Mstep: Class 22 contains 18956 members 
Mstep: Class 23 contains 14646 members 
Mstep: Class 24 contains 35517 members 
Mstep: Class 25 contains 14141 members 
Mstep: Class 26 contains 9784 members 
Mstep: Class 27 contains 4403 members 
Mstep: Class 28 contains 25989 members 
Mstep: Class 29 contains 5251 members 
Mstep: Class 30 contains 1627 members 
Mstep: Class 31 contains 2037 members 
Mstep: Class 32 contains 2780 members 
Mstep: Class 33 contains 19007 members 
Mstep: Class 34 contains 3887 members 
Mstep: Class 35 contains 154220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100263352.000000 Penalty: 77451.398438
Iteration 49Q: 36 clusters Score -1.002634e+08 nChanged 4006
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 13831 members 
Mstep: Class 2 contains 27032 members 
Mstep: Class 3 contains 57450 members 
Mstep: Class 4 contains 7764 members 
Mstep: Class 5 contains 8308 members 
Mstep: Class 6 contains 5259 members 
Mstep: Class 7 contains 72013 members 
Mstep: Class 8 contains 34926 members 
Mstep: Class 9 contains 44133 members 
Mstep: Class 10 contains 39078 members 
Mstep: Class 11 contains 45737 members 
Mstep: Class 12 contains 12136 members 
Mstep: Class 13 contains 17461 members 
Mstep: Class 14 contains 18506 members 
Mstep: Class 15 contains 444 members 
Mstep: Class 16 contains 8663 members 
Mstep: Class 17 contains 6508 members 
Mstep: Class 18 contains 17056 members 
Mstep: Class 19 contains 3173 members 
Mstep: Class 20 contains 30572 members 
Mstep: Class 21 contains 37699 members 
Mstep: Class 22 contains 19186 members 
Mstep: Class 23 contains 14936 members 
Mstep: Class 24 contains 35293 members 
Mstep: Class 25 contains 14241 members 
Mstep: Class 26 contains 9866 members 
Mstep: Class 27 contains 4466 members 
Mstep: Class 28 contains 26082 members 
Mstep: Class 29 contains 5259 members 
Mstep: Class 30 contains 1644 members 
Mstep: Class 31 contains 2172 members 
Mstep: Class 32 contains 2754 members 
Mstep: Class 33 contains 18954 members 
Mstep: Class 34 contains 3887 members 
Mstep: Class 35 contains 154084 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100264056.000000 Penalty: 77451.398438
Iteration 50Q: 36 clusters Score -1.002641e+08 nChanged 3811
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 13812 members 
Mstep: Class 2 contains 27048 members 
Mstep: Class 3 contains 57312 members 
Mstep: Class 4 contains 7785 members 
Mstep: Class 5 contains 8346 members 
Mstep: Class 6 contains 5276 members 
Mstep: Class 7 contains 71943 members 
Mstep: Class 8 contains 34319 members 
Mstep: Class 9 contains 44197 members 
Mstep: Class 10 contains 38943 members 
Mstep: Class 11 contains 45961 members 
Mstep: Class 12 contains 12146 members 
Mstep: Class 13 contains 17554 members 
Mstep: Class 14 contains 18514 members 
Mstep: Class 15 contains 449 members 
Mstep: Class 16 contains 8676 members 
Mstep: Class 17 contains 6500 members 
Mstep: Class 18 contains 16834 members 
Mstep: Class 19 contains 3178 members 
Mstep: Class 20 contains 30747 members 
Mstep: Class 21 contains 37692 members 
Mstep: Class 22 contains 19433 members 
Mstep: Class 23 contains 15171 members 
Mstep: Class 24 contains 35092 members 
Mstep: Class 25 contains 14352 members 
Mstep: Class 26 contains 9919 members 
Mstep: Class 27 contains 4524 members 
Mstep: Class 28 contains 26158 members 
Mstep: Class 29 contains 5261 members 
Mstep: Class 30 contains 1664 members 
Mstep: Class 31 contains 2322 members 
Mstep: Class 32 contains 2745 members 
Mstep: Class 33 contains 18893 members 
Mstep: Class 34 contains 3884 members 
Mstep: Class 35 contains 153923 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100264864.000000 Penalty: 77451.398438
Iteration 51Q: 36 clusters Score -1.002649e+08 nChanged 3456
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 13797 members 
Mstep: Class 2 contains 27086 members 
Mstep: Class 3 contains 57210 members 
Mstep: Class 4 contains 7807 members 
Mstep: Class 5 contains 8378 members 
Mstep: Class 6 contains 5289 members 
Mstep: Class 7 contains 71913 members 
Mstep: Class 8 contains 33803 members 
Mstep: Class 9 contains 44206 members 
Mstep: Class 10 contains 38832 members 
Mstep: Class 11 contains 46118 members 
Mstep: Class 12 contains 12146 members 
Mstep: Class 13 contains 17635 members 
Mstep: Class 14 contains 18522 members 
Mstep: Class 15 contains 452 members 
Mstep: Class 16 contains 8698 members 
Mstep: Class 17 contains 6479 members 
Mstep: Class 18 contains 16645 members 
Mstep: Class 19 contains 3179 members 
Mstep: Class 20 contains 30957 members 
Mstep: Class 21 contains 37674 members 
Mstep: Class 22 contains 19663 members 
Mstep: Class 23 contains 15395 members 
Mstep: Class 24 contains 34877 members 
Mstep: Class 25 contains 14463 members 
Mstep: Class 26 contains 9971 members 
Mstep: Class 27 contains 4567 members 
Mstep: Class 28 contains 26240 members 
Mstep: Class 29 contains 5266 members 
Mstep: Class 30 contains 1683 members 
Mstep: Class 31 contains 2419 members 
Mstep: Class 32 contains 2737 members 
Mstep: Class 33 contains 18849 members 
Mstep: Class 34 contains 3887 members 
Mstep: Class 35 contains 153730 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100266072.000000 Penalty: 77451.398438
Iteration 52Q: 36 clusters Score -1.002661e+08 nChanged 3135
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 13788 members 
Mstep: Class 2 contains 27122 members 
Mstep: Class 3 contains 57112 members 
Mstep: Class 4 contains 7825 members 
Mstep: Class 5 contains 8421 members 
Mstep: Class 6 contains 5305 members 
Mstep: Class 7 contains 71877 members 
Mstep: Class 8 contains 33319 members 
Mstep: Class 9 contains 44224 members 
Mstep: Class 10 contains 38785 members 
Mstep: Class 11 contains 46225 members 
Mstep: Class 12 contains 12150 members 
Mstep: Class 13 contains 17689 members 
Mstep: Class 14 contains 18548 members 
Mstep: Class 15 contains 446 members 
Mstep: Class 16 contains 8705 members 
Mstep: Class 17 contains 6468 members 
Mstep: Class 18 contains 16456 members 
Mstep: Class 19 contains 3179 members 
Mstep: Class 20 contains 31127 members 
Mstep: Class 21 contains 37640 members 
Mstep: Class 22 contains 19862 members 
Mstep: Class 23 contains 15616 members 
Mstep: Class 24 contains 34704 members 
Mstep: Class 25 contains 14573 members 
Mstep: Class 26 contains 10010 members 
Mstep: Class 27 contains 4609 members 
Mstep: Class 28 contains 26355 members 
Mstep: Class 29 contains 5269 members 
Mstep: Class 30 contains 1694 members 
Mstep: Class 31 contains 2501 members 
Mstep: Class 32 contains 2735 members 
Mstep: Class 33 contains 18784 members 
Mstep: Class 34 contains 3885 members 
Mstep: Class 35 contains 153565 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100266480.000000 Penalty: 77451.398438
Iteration 53Q: 36 clusters Score -1.002665e+08 nChanged 2895
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 13778 members 
Mstep: Class 2 contains 27139 members 
Mstep: Class 3 contains 57017 members 
Mstep: Class 4 contains 7850 members 
Mstep: Class 5 contains 8453 members 
Mstep: Class 6 contains 5316 members 
Mstep: Class 7 contains 71860 members 
Mstep: Class 8 contains 32885 members 
Mstep: Class 9 contains 44210 members 
Mstep: Class 10 contains 38771 members 
Mstep: Class 11 contains 46293 members 
Mstep: Class 12 contains 12156 members 
Mstep: Class 13 contains 17736 members 
Mstep: Class 14 contains 18580 members 
Mstep: Class 15 contains 444 members 
Mstep: Class 16 contains 8711 members 
Mstep: Class 17 contains 6457 members 
Mstep: Class 18 contains 16301 members 
Mstep: Class 19 contains 3179 members 
Mstep: Class 20 contains 31256 members 
Mstep: Class 21 contains 37651 members 
Mstep: Class 22 contains 20051 members 
Mstep: Class 23 contains 15805 members 
Mstep: Class 24 contains 34527 members 
Mstep: Class 25 contains 14676 members 
Mstep: Class 26 contains 10056 members 
Mstep: Class 27 contains 4661 members 
Mstep: Class 28 contains 26474 members 
Mstep: Class 29 contains 5266 members 
Mstep: Class 30 contains 1700 members 
Mstep: Class 31 contains 2571 members 
Mstep: Class 32 contains 2730 members 
Mstep: Class 33 contains 18706 members 
Mstep: Class 34 contains 3898 members 
Mstep: Class 35 contains 153409 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100266896.000000 Penalty: 77451.398438
Iteration 54Q: 36 clusters Score -1.002669e+08 nChanged 2624
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 13772 members 
Mstep: Class 2 contains 27171 members 
Mstep: Class 3 contains 56940 members 
Mstep: Class 4 contains 7875 members 
Mstep: Class 5 contains 8502 members 
Mstep: Class 6 contains 5324 members 
Mstep: Class 7 contains 71865 members 
Mstep: Class 8 contains 32459 members 
Mstep: Class 9 contains 44197 members 
Mstep: Class 10 contains 38748 members 
Mstep: Class 11 contains 46335 members 
Mstep: Class 12 contains 12159 members 
Mstep: Class 13 contains 17766 members 
Mstep: Class 14 contains 18603 members 
Mstep: Class 15 contains 445 members 
Mstep: Class 16 contains 8719 members 
Mstep: Class 17 contains 6452 members 
Mstep: Class 18 contains 16138 members 
Mstep: Class 19 contains 3180 members 
Mstep: Class 20 contains 31362 members 
Mstep: Class 21 contains 37648 members 
Mstep: Class 22 contains 20199 members 
Mstep: Class 23 contains 15982 members 
Mstep: Class 24 contains 34415 members 
Mstep: Class 25 contains 14778 members 
Mstep: Class 26 contains 10090 members 
Mstep: Class 27 contains 4705 members 
Mstep: Class 28 contains 26592 members 
Mstep: Class 29 contains 5271 members 
Mstep: Class 30 contains 1700 members 
Mstep: Class 31 contains 2602 members 
Mstep: Class 32 contains 2739 members 
Mstep: Class 33 contains 18635 members 
Mstep: Class 34 contains 3925 members 
Mstep: Class 35 contains 153279 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100267000.000000 Penalty: 77451.398438
Iteration 55Q: 36 clusters Score -1.00267e+08 nChanged 2470
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 13767 members 
Mstep: Class 2 contains 27194 members 
Mstep: Class 3 contains 56851 members 
Mstep: Class 4 contains 7889 members 
Mstep: Class 5 contains 8560 members 
Mstep: Class 6 contains 5334 members 
Mstep: Class 7 contains 71906 members 
Mstep: Class 8 contains 32065 members 
Mstep: Class 9 contains 44177 members 
Mstep: Class 10 contains 38725 members 
Mstep: Class 11 contains 46384 members 
Mstep: Class 12 contains 12163 members 
Mstep: Class 13 contains 17797 members 
Mstep: Class 14 contains 18628 members 
Mstep: Class 15 contains 445 members 
Mstep: Class 16 contains 8728 members 
Mstep: Class 17 contains 6444 members 
Mstep: Class 18 contains 15992 members 
Mstep: Class 19 contains 3180 members 
Mstep: Class 20 contains 31444 members 
Mstep: Class 21 contains 37657 members 
Mstep: Class 22 contains 20329 members 
Mstep: Class 23 contains 16137 members 
Mstep: Class 24 contains 34296 members 
Mstep: Class 25 contains 14877 members 
Mstep: Class 26 contains 10113 members 
Mstep: Class 27 contains 4750 members 
Mstep: Class 28 contains 26706 members 
Mstep: Class 29 contains 5271 members 
Mstep: Class 30 contains 1699 members 
Mstep: Class 31 contains 2636 members 
Mstep: Class 32 contains 2752 members 
Mstep: Class 33 contains 18577 members 
Mstep: Class 34 contains 3936 members 
Mstep: Class 35 contains 153163 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100267752.000000 Penalty: 77451.398438
Iteration 56Q: 36 clusters Score -1.002678e+08 nChanged 2265
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 13764 members 
Mstep: Class 2 contains 27209 members 
Mstep: Class 3 contains 56762 members 
Mstep: Class 4 contains 7904 members 
Mstep: Class 5 contains 8598 members 
Mstep: Class 6 contains 5348 members 
Mstep: Class 7 contains 71953 members 
Mstep: Class 8 contains 31706 members 
Mstep: Class 9 contains 44158 members 
Mstep: Class 10 contains 38707 members 
Mstep: Class 11 contains 46435 members 
Mstep: Class 12 contains 12167 members 
Mstep: Class 13 contains 17816 members 
Mstep: Class 14 contains 18644 members 
Mstep: Class 15 contains 443 members 
Mstep: Class 16 contains 8730 members 
Mstep: Class 17 contains 6438 members 
Mstep: Class 18 contains 15863 members 
Mstep: Class 19 contains 3180 members 
Mstep: Class 20 contains 31525 members 
Mstep: Class 21 contains 37672 members 
Mstep: Class 22 contains 20466 members 
Mstep: Class 23 contains 16280 members 
Mstep: Class 24 contains 34201 members 
Mstep: Class 25 contains 14968 members 
Mstep: Class 26 contains 10140 members 
Mstep: Class 27 contains 4788 members 
Mstep: Class 28 contains 26819 members 
Mstep: Class 29 contains 5268 members 
Mstep: Class 30 contains 1705 members 
Mstep: Class 31 contains 2647 members 
Mstep: Class 32 contains 2775 members 
Mstep: Class 33 contains 18496 members 
Mstep: Class 34 contains 3931 members 
Mstep: Class 35 contains 153066 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100267920.000000 Penalty: 77451.398438
Iteration 57Q: 36 clusters Score -1.002679e+08 nChanged 2106
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 13763 members 
Mstep: Class 2 contains 27227 members 
Mstep: Class 3 contains 56701 members 
Mstep: Class 4 contains 7917 members 
Mstep: Class 5 contains 8614 members 
Mstep: Class 6 contains 5359 members 
Mstep: Class 7 contains 72012 members 
Mstep: Class 8 contains 31363 members 
Mstep: Class 9 contains 44123 members 
Mstep: Class 10 contains 38681 members 
Mstep: Class 11 contains 46491 members 
Mstep: Class 12 contains 12169 members 
Mstep: Class 13 contains 17834 members 
Mstep: Class 14 contains 18655 members 
Mstep: Class 15 contains 445 members 
Mstep: Class 16 contains 8732 members 
Mstep: Class 17 contains 6435 members 
Mstep: Class 18 contains 15786 members 
Mstep: Class 19 contains 3180 members 
Mstep: Class 20 contains 31592 members 
Mstep: Class 21 contains 37672 members 
Mstep: Class 22 contains 20610 members 
Mstep: Class 23 contains 16376 members 
Mstep: Class 24 contains 34113 members 
Mstep: Class 25 contains 15070 members 
Mstep: Class 26 contains 10159 members 
Mstep: Class 27 contains 4834 members 
Mstep: Class 28 contains 26924 members 
Mstep: Class 29 contains 5273 members 
Mstep: Class 30 contains 1700 members 
Mstep: Class 31 contains 2657 members 
Mstep: Class 32 contains 2790 members 
Mstep: Class 33 contains 18413 members 
Mstep: Class 34 contains 3943 members 
Mstep: Class 35 contains 152959 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100268216.000000 Penalty: 77451.398438
Iteration 58Q: 36 clusters Score -1.002682e+08 nChanged 2006
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 13762 members 
Mstep: Class 2 contains 27231 members 
Mstep: Class 3 contains 56649 members 
Mstep: Class 4 contains 7934 members 
Mstep: Class 5 contains 8641 members 
Mstep: Class 6 contains 5369 members 
Mstep: Class 7 contains 72085 members 
Mstep: Class 8 contains 31059 members 
Mstep: Class 9 contains 44085 members 
Mstep: Class 10 contains 38671 members 
Mstep: Class 11 contains 46560 members 
Mstep: Class 12 contains 12171 members 
Mstep: Class 13 contains 17849 members 
Mstep: Class 14 contains 18686 members 
Mstep: Class 15 contains 448 members 
Mstep: Class 16 contains 8738 members 
Mstep: Class 17 contains 6435 members 
Mstep: Class 18 contains 15695 members 
Mstep: Class 19 contains 3180 members 
Mstep: Class 20 contains 31626 members 
Mstep: Class 21 contains 37661 members 
Mstep: Class 22 contains 20753 members 
Mstep: Class 23 contains 16462 members 
Mstep: Class 24 contains 34014 members 
Mstep: Class 25 contains 15137 members 
Mstep: Class 26 contains 10179 members 
Mstep: Class 27 contains 4859 members 
Mstep: Class 28 contains 27050 members 
Mstep: Class 29 contains 5280 members 
Mstep: Class 30 contains 1699 members 
Mstep: Class 31 contains 2659 members 
Mstep: Class 32 contains 2803 members 
Mstep: Class 33 contains 18330 members 
Mstep: Class 34 contains 3947 members 
Mstep: Class 35 contains 152864 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100268456.000000 Penalty: 77451.398438
Iteration 59Q: 36 clusters Score -1.002685e+08 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 13762 members 
Mstep: Class 2 contains 27242 members 
Mstep: Class 3 contains 56619 members 
Mstep: Class 4 contains 7946 members 
Mstep: Class 5 contains 8668 members 
Mstep: Class 6 contains 5375 members 
Mstep: Class 7 contains 72159 members 
Mstep: Class 8 contains 30773 members 
Mstep: Class 9 contains 44054 members 
Mstep: Class 10 contains 38635 members 
Mstep: Class 11 contains 46611 members 
Mstep: Class 12 contains 12175 members 
Mstep: Class 13 contains 17860 members 
Mstep: Class 14 contains 18721 members 
Mstep: Class 15 contains 453 members 
Mstep: Class 16 contains 8742 members 
Mstep: Class 17 contains 6430 members 
Mstep: Class 18 contains 15612 members 
Mstep: Class 19 contains 3181 members 
Mstep: Class 20 contains 31657 members 
Mstep: Class 21 contains 37637 members 
Mstep: Class 22 contains 20888 members 
Mstep: Class 23 contains 16553 members 
Mstep: Class 24 contains 33934 members 
Mstep: Class 25 contains 15200 members 
Mstep: Class 26 contains 10187 members 
Mstep: Class 27 contains 4869 members 
Mstep: Class 28 contains 27164 members 
Mstep: Class 29 contains 5282 members 
Mstep: Class 30 contains 1704 members 
Mstep: Class 31 contains 2667 members 
Mstep: Class 32 contains 2818 members 
Mstep: Class 33 contains 18255 members 
Mstep: Class 34 contains 3952 members 
Mstep: Class 35 contains 152787 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100269112.000000 Penalty: 77451.398438
Iteration 60F: 36 clusters Score -1.002691e+08 nChanged 2087
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 13747 members 
Mstep: Class 2 contains 27255 members 
Mstep: Class 3 contains 56582 members 
Mstep: Class 4 contains 7958 members 
Mstep: Class 5 contains 8722 members 
Mstep: Class 6 contains 5380 members 
Mstep: Class 7 contains 72210 members 
Mstep: Class 8 contains 30452 members 
Mstep: Class 9 contains 44019 members 
Mstep: Class 10 contains 38548 members 
Mstep: Class 11 contains 46655 members 
Mstep: Class 12 contains 12183 members 
Mstep: Class 13 contains 17853 members 
Mstep: Class 14 contains 18748 members 
Mstep: Class 15 contains 439 members 
Mstep: Class 16 contains 8751 members 
Mstep: Class 17 contains 6429 members 
Mstep: Class 18 contains 15478 members 
Mstep: Class 19 contains 3181 members 
Mstep: Class 20 contains 31700 members 
Mstep: Class 21 contains 37623 members 
Mstep: Class 22 contains 21030 members 
Mstep: Class 23 contains 16641 members 
Mstep: Class 24 contains 33846 members 
Mstep: Class 25 contains 15262 members 
Mstep: Class 26 contains 10246 members 
Mstep: Class 27 contains 4879 members 
Mstep: Class 28 contains 27284 members 
Mstep: Class 29 contains 5282 members 
Mstep: Class 30 contains 1724 members 
Mstep: Class 31 contains 2729 members 
Mstep: Class 32 contains 2846 members 
Mstep: Class 33 contains 18177 members 
Mstep: Class 34 contains 4004 members 
Mstep: Class 35 contains 152711 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100269624.000000 Penalty: 77451.398438
Iteration 61Q: 36 clusters Score -1.002696e+08 nChanged 2196
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 13739 members 
Mstep: Class 2 contains 27268 members 
Mstep: Class 3 contains 56535 members 
Mstep: Class 4 contains 7964 members 
Mstep: Class 5 contains 8791 members 
Mstep: Class 6 contains 5383 members 
Mstep: Class 7 contains 72266 members 
Mstep: Class 8 contains 30113 members 
Mstep: Class 9 contains 43965 members 
Mstep: Class 10 contains 38459 members 
Mstep: Class 11 contains 46716 members 
Mstep: Class 12 contains 12190 members 
Mstep: Class 13 contains 17860 members 
Mstep: Class 14 contains 18781 members 
Mstep: Class 15 contains 429 members 
Mstep: Class 16 contains 8768 members 
Mstep: Class 17 contains 6424 members 
Mstep: Class 18 contains 15373 members 
Mstep: Class 19 contains 3181 members 
Mstep: Class 20 contains 31744 members 
Mstep: Class 21 contains 37616 members 
Mstep: Class 22 contains 21175 members 
Mstep: Class 23 contains 16726 members 
Mstep: Class 24 contains 33756 members 
Mstep: Class 25 contains 15319 members 
Mstep: Class 26 contains 10289 members 
Mstep: Class 27 contains 4890 members 
Mstep: Class 28 contains 27408 members 
Mstep: Class 29 contains 5285 members 
Mstep: Class 30 contains 1737 members 
Mstep: Class 31 contains 2782 members 
Mstep: Class 32 contains 2866 members 
Mstep: Class 33 contains 18093 members 
Mstep: Class 34 contains 4060 members 
Mstep: Class 35 contains 152623 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100269960.000000 Penalty: 77451.398438
Iteration 62Q: 36 clusters Score -1.0027e+08 nChanged 2106
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 13734 members 
Mstep: Class 2 contains 27273 members 
Mstep: Class 3 contains 56495 members 
Mstep: Class 4 contains 7967 members 
Mstep: Class 5 contains 8855 members 
Mstep: Class 6 contains 5390 members 
Mstep: Class 7 contains 72354 members 
Mstep: Class 8 contains 29825 members 
Mstep: Class 9 contains 43902 members 
Mstep: Class 10 contains 38365 members 
Mstep: Class 11 contains 46756 members 
Mstep: Class 12 contains 12196 members 
Mstep: Class 13 contains 17867 members 
Mstep: Class 14 contains 18811 members 
Mstep: Class 15 contains 434 members 
Mstep: Class 16 contains 8809 members 
Mstep: Class 17 contains 6434 members 
Mstep: Class 18 contains 15288 members 
Mstep: Class 19 contains 3181 members 
Mstep: Class 20 contains 31793 members 
Mstep: Class 21 contains 37604 members 
Mstep: Class 22 contains 21349 members 
Mstep: Class 23 contains 16789 members 
Mstep: Class 24 contains 33667 members 
Mstep: Class 25 contains 15362 members 
Mstep: Class 26 contains 10312 members 
Mstep: Class 27 contains 4900 members 
Mstep: Class 28 contains 27527 members 
Mstep: Class 29 contains 5285 members 
Mstep: Class 30 contains 1750 members 
Mstep: Class 31 contains 2814 members 
Mstep: Class 32 contains 2860 members 
Mstep: Class 33 contains 17996 members 
Mstep: Class 34 contains 4098 members 
Mstep: Class 35 contains 152532 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100270816.000000 Penalty: 77451.398438
Iteration 63Q: 36 clusters Score -1.002708e+08 nChanged 2131
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 13731 members 
Mstep: Class 2 contains 27295 members 
Mstep: Class 3 contains 56435 members 
Mstep: Class 4 contains 7967 members 
Mstep: Class 5 contains 8922 members 
Mstep: Class 6 contains 5397 members 
Mstep: Class 7 contains 72459 members 
Mstep: Class 8 contains 29540 members 
Mstep: Class 9 contains 43830 members 
Mstep: Class 10 contains 38285 members 
Mstep: Class 11 contains 46777 members 
Mstep: Class 12 contains 12202 members 
Mstep: Class 13 contains 17867 members 
Mstep: Class 14 contains 18850 members 
Mstep: Class 15 contains 440 members 
Mstep: Class 16 contains 8826 members 
Mstep: Class 17 contains 6438 members 
Mstep: Class 18 contains 15201 members 
Mstep: Class 19 contains 3181 members 
Mstep: Class 20 contains 31833 members 
Mstep: Class 21 contains 37594 members 
Mstep: Class 22 contains 21524 members 
Mstep: Class 23 contains 16868 members 
Mstep: Class 24 contains 33598 members 
Mstep: Class 25 contains 15393 members 
Mstep: Class 26 contains 10332 members 
Mstep: Class 27 contains 4906 members 
Mstep: Class 28 contains 27649 members 
Mstep: Class 29 contains 5288 members 
Mstep: Class 30 contains 1755 members 
Mstep: Class 31 contains 2845 members 
Mstep: Class 32 contains 2855 members 
Mstep: Class 33 contains 17896 members 
Mstep: Class 34 contains 4142 members 
Mstep: Class 35 contains 152453 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100271072.000000 Penalty: 77451.398438
Iteration 64Q: 36 clusters Score -1.002711e+08 nChanged 2064
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 13729 members 
Mstep: Class 2 contains 27314 members 
Mstep: Class 3 contains 56398 members 
Mstep: Class 4 contains 7964 members 
Mstep: Class 5 contains 8980 members 
Mstep: Class 6 contains 5408 members 
Mstep: Class 7 contains 72584 members 
Mstep: Class 8 contains 29255 members 
Mstep: Class 9 contains 43773 members 
Mstep: Class 10 contains 38182 members 
Mstep: Class 11 contains 46777 members 
Mstep: Class 12 contains 12207 members 
Mstep: Class 13 contains 17868 members 
Mstep: Class 14 contains 18899 members 
Mstep: Class 15 contains 452 members 
Mstep: Class 16 contains 8832 members 
Mstep: Class 17 contains 6444 members 
Mstep: Class 18 contains 15115 members 
Mstep: Class 19 contains 3182 members 
Mstep: Class 20 contains 31872 members 
Mstep: Class 21 contains 37580 members 
Mstep: Class 22 contains 21691 members 
Mstep: Class 23 contains 16952 members 
Mstep: Class 24 contains 33519 members 
Mstep: Class 25 contains 15435 members 
Mstep: Class 26 contains 10340 members 
Mstep: Class 27 contains 4901 members 
Mstep: Class 28 contains 27785 members 
Mstep: Class 29 contains 5292 members 
Mstep: Class 30 contains 1757 members 
Mstep: Class 31 contains 2892 members 
Mstep: Class 32 contains 2850 members 
Mstep: Class 33 contains 17792 members 
Mstep: Class 34 contains 4169 members 
Mstep: Class 35 contains 152384 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100271448.000000 Penalty: 77451.398438
Iteration 65Q: 36 clusters Score -1.002714e+08 nChanged 2026
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 13729 members 
Mstep: Class 2 contains 27336 members 
Mstep: Class 3 contains 56365 members 
Mstep: Class 4 contains 7964 members 
Mstep: Class 5 contains 9056 members 
Mstep: Class 6 contains 5414 members 
Mstep: Class 7 contains 72738 members 
Mstep: Class 8 contains 28999 members 
Mstep: Class 9 contains 43717 members 
Mstep: Class 10 contains 38088 members 
Mstep: Class 11 contains 46780 members 
Mstep: Class 12 contains 12210 members 
Mstep: Class 13 contains 17872 members 
Mstep: Class 14 contains 18950 members 
Mstep: Class 15 contains 455 members 
Mstep: Class 16 contains 8841 members 
Mstep: Class 17 contains 6452 members 
Mstep: Class 18 contains 15010 members 
Mstep: Class 19 contains 3182 members 
Mstep: Class 20 contains 31911 members 
Mstep: Class 21 contains 37563 members 
Mstep: Class 22 contains 21847 members 
Mstep: Class 23 contains 17033 members 
Mstep: Class 24 contains 33436 members 
Mstep: Class 25 contains 15456 members 
Mstep: Class 26 contains 10340 members 
Mstep: Class 27 contains 4902 members 
Mstep: Class 28 contains 27919 members 
Mstep: Class 29 contains 5296 members 
Mstep: Class 30 contains 1750 members 
Mstep: Class 31 contains 2942 members 
Mstep: Class 32 contains 2846 members 
Mstep: Class 33 contains 17697 members 
Mstep: Class 34 contains 4192 members 
Mstep: Class 35 contains 152286 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100271496.000000 Penalty: 77451.398438
Iteration 66Q: 36 clusters Score -1.002715e+08 nChanged 2056
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 13727 members 
Mstep: Class 2 contains 27345 members 
Mstep: Class 3 contains 56298 members 
Mstep: Class 4 contains 7964 members 
Mstep: Class 5 contains 9158 members 
Mstep: Class 6 contains 5418 members 
Mstep: Class 7 contains 72890 members 
Mstep: Class 8 contains 28772 members 
Mstep: Class 9 contains 43657 members 
Mstep: Class 10 contains 37953 members 
Mstep: Class 11 contains 46794 members 
Mstep: Class 12 contains 12210 members 
Mstep: Class 13 contains 17875 members 
Mstep: Class 14 contains 19006 members 
Mstep: Class 15 contains 458 members 
Mstep: Class 16 contains 8851 members 
Mstep: Class 17 contains 6458 members 
Mstep: Class 18 contains 14894 members 
Mstep: Class 19 contains 3181 members 
Mstep: Class 20 contains 31944 members 
Mstep: Class 21 contains 37546 members 
Mstep: Class 22 contains 22031 members 
Mstep: Class 23 contains 17114 members 
Mstep: Class 24 contains 33376 members 
Mstep: Class 25 contains 15475 members 
Mstep: Class 26 contains 10342 members 
Mstep: Class 27 contains 4920 members 
Mstep: Class 28 contains 28062 members 
Mstep: Class 29 contains 5303 members 
Mstep: Class 30 contains 1747 members 
Mstep: Class 31 contains 2980 members 
Mstep: Class 32 contains 2840 members 
Mstep: Class 33 contains 17597 members 
Mstep: Class 34 contains 4202 members 
Mstep: Class 35 contains 152186 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100271648.000000 Penalty: 77451.398438
Iteration 67Q: 36 clusters Score -1.002716e+08 nChanged 2044
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 13726 members 
Mstep: Class 2 contains 27352 members 
Mstep: Class 3 contains 56239 members 
Mstep: Class 4 contains 7967 members 
Mstep: Class 5 contains 9243 members 
Mstep: Class 6 contains 5426 members 
Mstep: Class 7 contains 73049 members 
Mstep: Class 8 contains 28547 members 
Mstep: Class 9 contains 43598 members 
Mstep: Class 10 contains 37857 members 
Mstep: Class 11 contains 46777 members 
Mstep: Class 12 contains 12216 members 
Mstep: Class 13 contains 17874 members 
Mstep: Class 14 contains 19051 members 
Mstep: Class 15 contains 462 members 
Mstep: Class 16 contains 8861 members 
Mstep: Class 17 contains 6462 members 
Mstep: Class 18 contains 14781 members 
Mstep: Class 19 contains 3182 members 
Mstep: Class 20 contains 31982 members 
Mstep: Class 21 contains 37529 members 
Mstep: Class 22 contains 22229 members 
Mstep: Class 23 contains 17193 members 
Mstep: Class 24 contains 33318 members 
Mstep: Class 25 contains 15493 members 
Mstep: Class 26 contains 10341 members 
Mstep: Class 27 contains 4940 members 
Mstep: Class 28 contains 28186 members 
Mstep: Class 29 contains 5299 members 
Mstep: Class 30 contains 1752 members 
Mstep: Class 31 contains 3006 members 
Mstep: Class 32 contains 2839 members 
Mstep: Class 33 contains 17497 members 
Mstep: Class 34 contains 4208 members 
Mstep: Class 35 contains 152092 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100271968.000000 Penalty: 77451.398438
Iteration 68Q: 36 clusters Score -1.00272e+08 nChanged 1970
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 13725 members 
Mstep: Class 2 contains 27363 members 
Mstep: Class 3 contains 56179 members 
Mstep: Class 4 contains 7971 members 
Mstep: Class 5 contains 9319 members 
Mstep: Class 6 contains 5436 members 
Mstep: Class 7 contains 73180 members 
Mstep: Class 8 contains 28345 members 
Mstep: Class 9 contains 43530 members 
Mstep: Class 10 contains 37763 members 
Mstep: Class 11 contains 46740 members 
Mstep: Class 12 contains 12218 members 
Mstep: Class 13 contains 17875 members 
Mstep: Class 14 contains 19084 members 
Mstep: Class 15 contains 460 members 
Mstep: Class 16 contains 8871 members 
Mstep: Class 17 contains 6468 members 
Mstep: Class 18 contains 14674 members 
Mstep: Class 19 contains 3182 members 
Mstep: Class 20 contains 32025 members 
Mstep: Class 21 contains 37504 members 
Mstep: Class 22 contains 22431 members 
Mstep: Class 23 contains 17283 members 
Mstep: Class 24 contains 33251 members 
Mstep: Class 25 contains 15519 members 
Mstep: Class 26 contains 10340 members 
Mstep: Class 27 contains 4957 members 
Mstep: Class 28 contains 28324 members 
Mstep: Class 29 contains 5299 members 
Mstep: Class 30 contains 1752 members 
Mstep: Class 31 contains 3035 members 
Mstep: Class 32 contains 2836 members 
Mstep: Class 33 contains 17396 members 
Mstep: Class 34 contains 4219 members 
Mstep: Class 35 contains 152020 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100272056.000000 Penalty: 77451.398438
Iteration 69Q: 36 clusters Score -1.002721e+08 nChanged 1929
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 13724 members 
Mstep: Class 2 contains 27387 members 
Mstep: Class 3 contains 56119 members 
Mstep: Class 4 contains 7976 members 
Mstep: Class 5 contains 9378 members 
Mstep: Class 6 contains 5447 members 
Mstep: Class 7 contains 73308 members 
Mstep: Class 8 contains 28173 members 
Mstep: Class 9 contains 43458 members 
Mstep: Class 10 contains 37645 members 
Mstep: Class 11 contains 46724 members 
Mstep: Class 12 contains 12216 members 
Mstep: Class 13 contains 17875 members 
Mstep: Class 14 contains 19112 members 
Mstep: Class 15 contains 466 members 
Mstep: Class 16 contains 8886 members 
Mstep: Class 17 contains 6468 members 
Mstep: Class 18 contains 14573 members 
Mstep: Class 19 contains 3183 members 
Mstep: Class 20 contains 32051 members 
Mstep: Class 21 contains 37466 members 
Mstep: Class 22 contains 22657 members 
Mstep: Class 23 contains 17378 members 
Mstep: Class 24 contains 33208 members 
Mstep: Class 25 contains 15538 members 
Mstep: Class 26 contains 10346 members 
Mstep: Class 27 contains 4966 members 
Mstep: Class 28 contains 28448 members 
Mstep: Class 29 contains 5301 members 
Mstep: Class 30 contains 1750 members 
Mstep: Class 31 contains 3053 members 
Mstep: Class 32 contains 2824 members 
Mstep: Class 33 contains 17303 members 
Mstep: Class 34 contains 4223 members 
Mstep: Class 35 contains 151944 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100272160.000000 Penalty: 77451.398438
Iteration 70Q: 36 clusters Score -1.002722e+08 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 13722 members 
Mstep: Class 2 contains 27394 members 
Mstep: Class 3 contains 56061 members 
Mstep: Class 4 contains 7976 members 
Mstep: Class 5 contains 9455 members 
Mstep: Class 6 contains 5452 members 
Mstep: Class 7 contains 73448 members 
Mstep: Class 8 contains 28023 members 
Mstep: Class 9 contains 43379 members 
Mstep: Class 10 contains 37508 members 
Mstep: Class 11 contains 46698 members 
Mstep: Class 12 contains 12218 members 
Mstep: Class 13 contains 17870 members 
Mstep: Class 14 contains 19138 members 
Mstep: Class 15 contains 472 members 
Mstep: Class 16 contains 8890 members 
Mstep: Class 17 contains 6463 members 
Mstep: Class 18 contains 14502 members 
Mstep: Class 19 contains 3182 members 
Mstep: Class 20 contains 32065 members 
Mstep: Class 21 contains 37431 members 
Mstep: Class 22 contains 22837 members 
Mstep: Class 23 contains 17479 members 
Mstep: Class 24 contains 33190 members 
Mstep: Class 25 contains 15542 members 
Mstep: Class 26 contains 10340 members 
Mstep: Class 27 contains 4977 members 
Mstep: Class 28 contains 28605 members 
Mstep: Class 29 contains 5302 members 
Mstep: Class 30 contains 1749 members 
Mstep: Class 31 contains 3090 members 
Mstep: Class 32 contains 2816 members 
Mstep: Class 33 contains 17225 members 
Mstep: Class 34 contains 4226 members 
Mstep: Class 35 contains 151849 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100272416.000000 Penalty: 77451.398438
Iteration 71Q: 36 clusters Score -1.002724e+08 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 13721 members 
Mstep: Class 2 contains 27405 members 
Mstep: Class 3 contains 55998 members 
Mstep: Class 4 contains 7978 members 
Mstep: Class 5 contains 9545 members 
Mstep: Class 6 contains 5465 members 
Mstep: Class 7 contains 73601 members 
Mstep: Class 8 contains 27865 members 
Mstep: Class 9 contains 43299 members 
Mstep: Class 10 contains 37338 members 
Mstep: Class 11 contains 46662 members 
Mstep: Class 12 contains 12217 members 
Mstep: Class 13 contains 17874 members 
Mstep: Class 14 contains 19162 members 
Mstep: Class 15 contains 477 members 
Mstep: Class 16 contains 8898 members 
Mstep: Class 17 contains 6456 members 
Mstep: Class 18 contains 14416 members 
Mstep: Class 19 contains 3183 members 
Mstep: Class 20 contains 32084 members 
Mstep: Class 21 contains 37385 members 
Mstep: Class 22 contains 23033 members 
Mstep: Class 23 contains 17575 members 
Mstep: Class 24 contains 33175 members 
Mstep: Class 25 contains 15547 members 
Mstep: Class 26 contains 10342 members 
Mstep: Class 27 contains 4988 members 
Mstep: Class 28 contains 28782 members 
Mstep: Class 29 contains 5300 members 
Mstep: Class 30 contains 1749 members 
Mstep: Class 31 contains 3118 members 
Mstep: Class 32 contains 2806 members 
Mstep: Class 33 contains 17158 members 
Mstep: Class 34 contains 4228 members 
Mstep: Class 35 contains 151744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100272752.000000 Penalty: 77451.398438
Iteration 72Q: 36 clusters Score -1.002728e+08 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 13720 members 
Mstep: Class 2 contains 27413 members 
Mstep: Class 3 contains 55945 members 
Mstep: Class 4 contains 7982 members 
Mstep: Class 5 contains 9618 members 
Mstep: Class 6 contains 5478 members 
Mstep: Class 7 contains 73752 members 
Mstep: Class 8 contains 27733 members 
Mstep: Class 9 contains 43221 members 
Mstep: Class 10 contains 37123 members 
Mstep: Class 11 contains 46612 members 
Mstep: Class 12 contains 12218 members 
Mstep: Class 13 contains 17876 members 
Mstep: Class 14 contains 19176 members 
Mstep: Class 15 contains 480 members 
Mstep: Class 16 contains 8902 members 
Mstep: Class 17 contains 6447 members 
Mstep: Class 18 contains 14364 members 
Mstep: Class 19 contains 3184 members 
Mstep: Class 20 contains 32103 members 
Mstep: Class 21 contains 37332 members 
Mstep: Class 22 contains 23214 members 
Mstep: Class 23 contains 17653 members 
Mstep: Class 24 contains 33174 members 
Mstep: Class 25 contains 15562 members 
Mstep: Class 26 contains 10344 members 
Mstep: Class 27 contains 4987 members 
Mstep: Class 28 contains 28963 members 
Mstep: Class 29 contains 5300 members 
Mstep: Class 30 contains 1749 members 
Mstep: Class 31 contains 3165 members 
Mstep: Class 32 contains 2802 members 
Mstep: Class 33 contains 17113 members 
Mstep: Class 34 contains 4232 members 
Mstep: Class 35 contains 151637 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100272872.000000 Penalty: 77451.398438
Iteration 73Q: 36 clusters Score -1.002729e+08 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 13719 members 
Mstep: Class 2 contains 27414 members 
Mstep: Class 3 contains 55895 members 
Mstep: Class 4 contains 7984 members 
Mstep: Class 5 contains 9704 members 
Mstep: Class 6 contains 5492 members 
Mstep: Class 7 contains 73922 members 
Mstep: Class 8 contains 27599 members 
Mstep: Class 9 contains 43160 members 
Mstep: Class 10 contains 36918 members 
Mstep: Class 11 contains 46568 members 
Mstep: Class 12 contains 12221 members 
Mstep: Class 13 contains 17868 members 
Mstep: Class 14 contains 19182 members 
Mstep: Class 15 contains 481 members 
Mstep: Class 16 contains 8902 members 
Mstep: Class 17 contains 6442 members 
Mstep: Class 18 contains 14299 members 
Mstep: Class 19 contains 3184 members 
Mstep: Class 20 contains 32121 members 
Mstep: Class 21 contains 37283 members 
Mstep: Class 22 contains 23376 members 
Mstep: Class 23 contains 17742 members 
Mstep: Class 24 contains 33165 members 
Mstep: Class 25 contains 15569 members 
Mstep: Class 26 contains 10339 members 
Mstep: Class 27 contains 4989 members 
Mstep: Class 28 contains 29133 members 
Mstep: Class 29 contains 5294 members 
Mstep: Class 30 contains 1749 members 
Mstep: Class 31 contains 3219 members 
Mstep: Class 32 contains 2796 members 
Mstep: Class 33 contains 17072 members 
Mstep: Class 34 contains 4237 members 
Mstep: Class 35 contains 151536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100273120.000000 Penalty: 77451.398438
Iteration 74Q: 36 clusters Score -1.002731e+08 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 13718 members 
Mstep: Class 2 contains 27400 members 
Mstep: Class 3 contains 55846 members 
Mstep: Class 4 contains 7985 members 
Mstep: Class 5 contains 9779 members 
Mstep: Class 6 contains 5509 members 
Mstep: Class 7 contains 74086 members 
Mstep: Class 8 contains 27444 members 
Mstep: Class 9 contains 43100 members 
Mstep: Class 10 contains 36735 members 
Mstep: Class 11 contains 46509 members 
Mstep: Class 12 contains 12222 members 
Mstep: Class 13 contains 17867 members 
Mstep: Class 14 contains 19190 members 
Mstep: Class 15 contains 484 members 
Mstep: Class 16 contains 8900 members 
Mstep: Class 17 contains 6442 members 
Mstep: Class 18 contains 14236 members 
Mstep: Class 19 contains 3185 members 
Mstep: Class 20 contains 32136 members 
Mstep: Class 21 contains 37234 members 
Mstep: Class 22 contains 23535 members 
Mstep: Class 23 contains 17820 members 
Mstep: Class 24 contains 33158 members 
Mstep: Class 25 contains 15571 members 
Mstep: Class 26 contains 10338 members 
Mstep: Class 27 contains 5000 members 
Mstep: Class 28 contains 29315 members 
Mstep: Class 29 contains 5291 members 
Mstep: Class 30 contains 1749 members 
Mstep: Class 31 contains 3254 members 
Mstep: Class 32 contains 2795 members 
Mstep: Class 33 contains 17049 members 
Mstep: Class 34 contains 4246 members 
Mstep: Class 35 contains 151446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100273640.000000 Penalty: 77451.398438
Iteration 75Q: 36 clusters Score -1.002736e+08 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 13716 members 
Mstep: Class 2 contains 27393 members 
Mstep: Class 3 contains 55772 members 
Mstep: Class 4 contains 7986 members 
Mstep: Class 5 contains 9861 members 
Mstep: Class 6 contains 5523 members 
Mstep: Class 7 contains 74236 members 
Mstep: Class 8 contains 27295 members 
Mstep: Class 9 contains 43036 members 
Mstep: Class 10 contains 36558 members 
Mstep: Class 11 contains 46479 members 
Mstep: Class 12 contains 12225 members 
Mstep: Class 13 contains 17846 members 
Mstep: Class 14 contains 19197 members 
Mstep: Class 15 contains 486 members 
Mstep: Class 16 contains 8898 members 
Mstep: Class 17 contains 6444 members 
Mstep: Class 18 contains 14211 members 
Mstep: Class 19 contains 3185 members 
Mstep: Class 20 contains 32165 members 
Mstep: Class 21 contains 37185 members 
Mstep: Class 22 contains 23671 members 
Mstep: Class 23 contains 17908 members 
Mstep: Class 24 contains 33149 members 
Mstep: Class 25 contains 15562 members 
Mstep: Class 26 contains 10340 members 
Mstep: Class 27 contains 4999 members 
Mstep: Class 28 contains 29508 members 
Mstep: Class 29 contains 5283 members 
Mstep: Class 30 contains 1748 members 
Mstep: Class 31 contains 3296 members 
Mstep: Class 32 contains 2796 members 
Mstep: Class 33 contains 17012 members 
Mstep: Class 34 contains 4255 members 
Mstep: Class 35 contains 151350 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100273792.000000 Penalty: 77451.398438
Iteration 76Q: 36 clusters Score -1.002738e+08 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 13715 members 
Mstep: Class 2 contains 27390 members 
Mstep: Class 3 contains 55680 members 
Mstep: Class 4 contains 7987 members 
Mstep: Class 5 contains 9958 members 
Mstep: Class 6 contains 5539 members 
Mstep: Class 7 contains 74399 members 
Mstep: Class 8 contains 27162 members 
Mstep: Class 9 contains 42987 members 
Mstep: Class 10 contains 36372 members 
Mstep: Class 11 contains 46462 members 
Mstep: Class 12 contains 12229 members 
Mstep: Class 13 contains 17835 members 
Mstep: Class 14 contains 19201 members 
Mstep: Class 15 contains 490 members 
Mstep: Class 16 contains 8895 members 
Mstep: Class 17 contains 6443 members 
Mstep: Class 18 contains 14154 members 
Mstep: Class 19 contains 3185 members 
Mstep: Class 20 contains 32179 members 
Mstep: Class 21 contains 37132 members 
Mstep: Class 22 contains 23819 members 
Mstep: Class 23 contains 17996 members 
Mstep: Class 24 contains 33140 members 
Mstep: Class 25 contains 15556 members 
Mstep: Class 26 contains 10338 members 
Mstep: Class 27 contains 4996 members 
Mstep: Class 28 contains 29708 members 
Mstep: Class 29 contains 5279 members 
Mstep: Class 30 contains 1748 members 
Mstep: Class 31 contains 3323 members 
Mstep: Class 32 contains 2797 members 
Mstep: Class 33 contains 16985 members 
Mstep: Class 34 contains 4262 members 
Mstep: Class 35 contains 151233 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100274336.000000 Penalty: 77451.398438
Iteration 77Q: 36 clusters Score -1.002743e+08 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 13714 members 
Mstep: Class 2 contains 27375 members 
Mstep: Class 3 contains 55596 members 
Mstep: Class 4 contains 7988 members 
Mstep: Class 5 contains 10055 members 
Mstep: Class 6 contains 5547 members 
Mstep: Class 7 contains 74584 members 
Mstep: Class 8 contains 27051 members 
Mstep: Class 9 contains 42943 members 
Mstep: Class 10 contains 36179 members 
Mstep: Class 11 contains 46410 members 
Mstep: Class 12 contains 12223 members 
Mstep: Class 13 contains 17826 members 
Mstep: Class 14 contains 19204 members 
Mstep: Class 15 contains 492 members 
Mstep: Class 16 contains 8893 members 
Mstep: Class 17 contains 6436 members 
Mstep: Class 18 contains 14112 members 
Mstep: Class 19 contains 3185 members 
Mstep: Class 20 contains 32202 members 
Mstep: Class 21 contains 37076 members 
Mstep: Class 22 contains 23970 members 
Mstep: Class 23 contains 18076 members 
Mstep: Class 24 contains 33160 members 
Mstep: Class 25 contains 15545 members 
Mstep: Class 26 contains 10339 members 
Mstep: Class 27 contains 4981 members 
Mstep: Class 28 contains 29895 members 
Mstep: Class 29 contains 5278 members 
Mstep: Class 30 contains 1750 members 
Mstep: Class 31 contains 3357 members 
Mstep: Class 32 contains 2797 members 
Mstep: Class 33 contains 16955 members 
Mstep: Class 34 contains 4265 members 
Mstep: Class 35 contains 151115 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100274640.000000 Penalty: 77451.398438
Iteration 78Q: 36 clusters Score -1.002746e+08 nChanged 1679
Entering ConstructFrom: 
Score: -100274640.000000 Penalty: 77451.398438
Entering ConstructFrom: 
Trying to split cluster 1 (13712 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13712 members 
Entering Unmasked Estep 
Score: -1737556.000000 Penalty: 1547.979370
	Iteration 0F: 2 clusters Score -1737556 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6873 members 
Mstep: Class 2 contains 6839 members 
Entering Unmasked Estep 
Score: -1728037.500000 Penalty: 3095.958740
	Iteration 0F: 3 clusters Score -1728038 nChanged 6033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7006 members 
Mstep: Class 2 contains 6706 members 
Entering Unmasked Estep 
Score: -1731496.125000 Penalty: 3095.958740
	Iteration 1F: 3 clusters Score -1731496 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7112 members 
Mstep: Class 2 contains 6600 members 
Entering Unmasked Estep 
Score: -1731921.625000 Penalty: 3095.958740
	Iteration 2F: 3 clusters Score -1731922 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7246 members 
Mstep: Class 2 contains 6466 members 
Entering Unmasked Estep 
Score: -1732277.750000 Penalty: 3095.958740
	Iteration 3F: 3 clusters Score -1732278 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7393 members 
Mstep: Class 2 contains 6319 members 
Entering Unmasked Estep 
Score: -1732634.000000 Penalty: 3095.958740
	Iteration 4F: 3 clusters Score -1732634 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7537 members 
Mstep: Class 2 contains 6175 members 
Entering Unmasked Estep 
Score: -1733001.250000 Penalty: 3095.958740
	Iteration 5Q: 3 clusters Score -1733001 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7673 members 
Mstep: Class 2 contains 6039 members 
Entering Unmasked Estep 
Score: -1733380.000000 Penalty: 3095.958740
	Iteration 6Q: 3 clusters Score -1733380 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7767 members 
Mstep: Class 2 contains 5945 members 
Entering Unmasked Estep 
Score: -1733753.875000 Penalty: 3095.958740
	Iteration 7Q: 3 clusters Score -1733754 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7811 members 
Mstep: Class 2 contains 5901 members 
Entering Unmasked Estep 
Score: -1734150.750000 Penalty: 3095.958740
	Iteration 8Q: 3 clusters Score -1734151 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7812 members 
Mstep: Class 2 contains 5900 members 
Entering Unmasked Estep 
Score: -1734540.625000 Penalty: 3095.958740
	Iteration 9Q: 3 clusters Score -1734541 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7742 members 
Mstep: Class 2 contains 5970 members 
Entering Unmasked Estep 
Score: -1734909.000000 Penalty: 3095.958740
	Iteration 10Q: 3 clusters Score -1734909 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7663 members 
Mstep: Class 2 contains 6049 members 
Entering Unmasked Estep 
Score: -1735229.875000 Penalty: 3095.958740
	Iteration 11Q: 3 clusters Score -1735230 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7587 members 
Mstep: Class 2 contains 6125 members 
Entering Unmasked Estep 
Score: -1735511.750000 Penalty: 3095.958740
	Iteration 12Q: 3 clusters Score -1735512 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7517 members 
Mstep: Class 2 contains 6195 members 
Entering Unmasked Estep 
Score: -1735748.625000 Penalty: 3095.958740
	Iteration 13Q: 3 clusters Score -1735749 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7456 members 
Mstep: Class 2 contains 6256 members 
Entering Unmasked Estep 
Score: -1735916.500000 Penalty: 3095.958740
	Iteration 14Q: 3 clusters Score -1735916 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7404 members 
Mstep: Class 2 contains 6308 members 
Entering Unmasked Estep 
Score: -1736036.500000 Penalty: 3095.958740
	Iteration 15Q: 3 clusters Score -1736036 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7339 members 
Mstep: Class 2 contains 6373 members 
Entering Unmasked Estep 
Score: -1736099.625000 Penalty: 3095.958740
	Iteration 16Q: 3 clusters Score -1736100 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7269 members 
Mstep: Class 2 contains 6443 members 
Entering Unmasked Estep 
Score: -1736149.625000 Penalty: 3095.958740
	Iteration 17Q: 3 clusters Score -1736150 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7207 members 
Mstep: Class 2 contains 6505 members 
Entering Unmasked Estep 
Score: -1736179.750000 Penalty: 3095.958740
	Iteration 18Q: 3 clusters Score -1736180 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7146 members 
Mstep: Class 2 contains 6566 members 
Entering Unmasked Estep 
Score: -1736200.750000 Penalty: 3095.958740
	Iteration 19Q: 3 clusters Score -1736201 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7098 members 
Mstep: Class 2 contains 6614 members 
Entering Unmasked Estep 
Score: -1736222.000000 Penalty: 3095.958740
	Iteration 20F: 3 clusters Score -1736222 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7053 members 
Mstep: Class 2 contains 6659 members 
Entering Unmasked Estep 
Score: -1736241.625000 Penalty: 3095.958740
	Iteration 21Q: 3 clusters Score -1736242 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7011 members 
Mstep: Class 2 contains 6701 members 
Entering Unmasked Estep 
Score: -1736251.125000 Penalty: 3095.958740
	Iteration 22Q: 3 clusters Score -1736251 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6976 members 
Mstep: Class 2 contains 6736 members 
Entering Unmasked Estep 
Score: -1736268.375000 Penalty: 3095.958740
	Iteration 23Q: 3 clusters Score -1736268 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6927 members 
Mstep: Class 2 contains 6785 members 
Entering Unmasked Estep 
Score: -1736282.750000 Penalty: 3095.958740
	Iteration 24Q: 3 clusters Score -1736283 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6869 members 
Mstep: Class 2 contains 6843 members 
Entering Unmasked Estep 
Score: -1736296.000000 Penalty: 3095.958740
	Iteration 25Q: 3 clusters Score -1736296 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6818 members 
Mstep: Class 2 contains 6894 members 
Entering Unmasked Estep 
Score: -1736309.500000 Penalty: 3095.958740
	Iteration 26Q: 3 clusters Score -1736310 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6776 members 
Mstep: Class 2 contains 6936 members 
Entering Unmasked Estep 
Score: -1736324.125000 Penalty: 3095.958740
	Iteration 27Q: 3 clusters Score -1736324 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6735 members 
Mstep: Class 2 contains 6977 members 
Entering Unmasked Estep 
Score: -1736323.125000 Penalty: 3095.958740
	Iteration 28Q: 3 clusters Score -1736323 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6688 members 
Mstep: Class 2 contains 7024 members 
Entering Unmasked Estep 
Score: -1736329.000000 Penalty: 3095.958740
	Iteration 29Q: 3 clusters Score -1736329 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6645 members 
Mstep: Class 2 contains 7067 members 
Entering Unmasked Estep 
Score: -1736343.000000 Penalty: 3095.958740
	Iteration 30Q: 3 clusters Score -1736343 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6594 members 
Mstep: Class 2 contains 7118 members 
Entering Unmasked Estep 
Score: -1736357.375000 Penalty: 3095.958740
	Iteration 31Q: 3 clusters Score -1736357 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6541 members 
Mstep: Class 2 contains 7171 members 
Entering Unmasked Estep 
Score: -1736372.875000 Penalty: 3095.958740
	Iteration 32Q: 3 clusters Score -1736373 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6484 members 
Mstep: Class 2 contains 7228 members 
Entering Unmasked Estep 
Score: -1736390.000000 Penalty: 3095.958740
	Iteration 33Q: 3 clusters Score -1736390 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6432 members 
Mstep: Class 2 contains 7280 members 
Entering Unmasked Estep 
Score: -1736401.375000 Penalty: 3095.958740
	Iteration 34Q: 3 clusters Score -1736401 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6376 members 
Mstep: Class 2 contains 7336 members 
Entering Unmasked Estep 
Score: -1736420.625000 Penalty: 3095.958740
	Iteration 35Q: 3 clusters Score -1736421 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6322 members 
Mstep: Class 2 contains 7390 members 
Entering Unmasked Estep 
Score: -1736428.875000 Penalty: 3095.958740
	Iteration 36Q: 3 clusters Score -1736429 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6265 members 
Mstep: Class 2 contains 7447 members 
Entering Unmasked Estep 
Score: -1736441.000000 Penalty: 3095.958740
	Iteration 37Q: 3 clusters Score -1736441 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6218 members 
Mstep: Class 2 contains 7494 members 
Entering Unmasked Estep 
Score: -1736448.750000 Penalty: 3095.958740
	Iteration 38Q: 3 clusters Score -1736449 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6177 members 
Mstep: Class 2 contains 7535 members 
Entering Unmasked Estep 
Score: -1736450.000000 Penalty: 3095.958740
	Iteration 39Q: 3 clusters Score -1736450 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6147 members 
Mstep: Class 2 contains 7565 members 
Entering Unmasked Estep 
Score: -1736456.375000 Penalty: 3095.958740
	Iteration 40F: 3 clusters Score -1736456 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6114 members 
Mstep: Class 2 contains 7598 members 
Entering Unmasked Estep 
Score: -1736466.625000 Penalty: 3095.958740
	Iteration 41Q: 3 clusters Score -1736467 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6086 members 
Mstep: Class 2 contains 7626 members 
Entering Unmasked Estep 
Score: -1736476.000000 Penalty: 3095.958740
	Iteration 42Q: 3 clusters Score -1736476 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6063 members 
Mstep: Class 2 contains 7649 members 
Entering Unmasked Estep 
Score: -1736476.375000 Penalty: 3095.958740
	Iteration 43Q: 3 clusters Score -1736476 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6036 members 
Mstep: Class 2 contains 7676 members 
Entering Unmasked Estep 
Score: -1736481.000000 Penalty: 3095.958740
	Iteration 44Q: 3 clusters Score -1736481 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6012 members 
Mstep: Class 2 contains 7700 members 
Entering Unmasked Estep 
Score: -1736480.375000 Penalty: 3095.958740
	Iteration 45Q: 3 clusters Score -1736480 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5990 members 
Mstep: Class 2 contains 7722 members 
Entering Unmasked Estep 
Score: -1736484.250000 Penalty: 3095.958740
	Iteration 46Q: 3 clusters Score -1736484 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5963 members 
Mstep: Class 2 contains 7749 members 
Entering Unmasked Estep 
Score: -1736487.125000 Penalty: 3095.958740
	Iteration 47Q: 3 clusters Score -1736487 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5942 members 
Mstep: Class 2 contains 7770 members 
Entering Unmasked Estep 
Score: -1736491.375000 Penalty: 3095.958740
	Iteration 48Q: 3 clusters Score -1736491 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5932 members 
Mstep: Class 2 contains 7780 members 
Entering Unmasked Estep 
Score: -1736489.750000 Penalty: 3095.958740
	Iteration 49Q: 3 clusters Score -1736490 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5923 members 
Mstep: Class 2 contains 7789 members 
Entering Unmasked Estep 
Score: -1736494.250000 Penalty: 3095.958740
	Iteration 50Q: 3 clusters Score -1736494 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5916 members 
Mstep: Class 2 contains 7796 members 
Entering Unmasked Estep 
Score: -1736493.500000 Penalty: 3095.958740
	Iteration 51Q: 3 clusters Score -1736494 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5913 members 
Mstep: Class 2 contains 7799 members 
Entering Unmasked Estep 
Score: -1736494.500000 Penalty: 3095.958740
	Iteration 52Q: 3 clusters Score -1736494 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5909 members 
Mstep: Class 2 contains 7803 members 
Entering Unmasked Estep 
Score: -1736496.625000 Penalty: 3095.958740
	Iteration 53Q: 3 clusters Score -1736497 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5905 members 
Mstep: Class 2 contains 7807 members 
Entering Unmasked Estep 
Score: -1736496.750000 Penalty: 3095.958740
	Iteration 54Q: 3 clusters Score -1736497 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5901 members 
Mstep: Class 2 contains 7811 members 
Entering Unmasked Estep 
Score: -1736500.125000 Penalty: 3095.958740
	Iteration 55Q: 3 clusters Score -1736500 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5900 members 
Mstep: Class 2 contains 7812 members 
Entering Unmasked Estep 
Score: -1736500.875000 Penalty: 3095.958740
	Iteration 56Q: 3 clusters Score -1736501 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5898 members 
Mstep: Class 2 contains 7814 members 
Entering Unmasked Estep 
Score: -1736500.125000 Penalty: 3095.958740
	Iteration 57Q: 3 clusters Score -1736500 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5897 members 
Mstep: Class 2 contains 7815 members 
Entering Unmasked Estep 
Score: -1736500.625000 Penalty: 3095.958740
	Iteration 58Q: 3 clusters Score -1736501 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5897 members 
Mstep: Class 2 contains 7815 members 
Entering Unmasked Estep 
Score: -1736500.625000 Penalty: 3095.958740
	Iteration 59F: 3 clusters Score -1736501 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (27386 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27386 members 
Entering Unmasked Estep 
Score: -3502647.750000 Penalty: 1660.390381
	Iteration 0F: 2 clusters Score -3502648 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13657 members 
Mstep: Class 2 contains 13729 members 
Entering Unmasked Estep 
Score: -3484093.500000 Penalty: 3320.780762
	Iteration 0F: 3 clusters Score -3484094 nChanged 12657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13182 members 
Mstep: Class 2 contains 14204 members 
Entering Unmasked Estep 
Score: -3491228.750000 Penalty: 3320.780762
	Iteration 1F: 3 clusters Score -3491229 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12853 members 
Mstep: Class 2 contains 14533 members 
Entering Unmasked Estep 
Score: -3491641.250000 Penalty: 3320.780762
	Iteration 2Q: 3 clusters Score -3491641 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12399 members 
Mstep: Class 2 contains 14987 members 
Entering Unmasked Estep 
Score: -3492102.000000 Penalty: 3320.780762
	Iteration 3Q: 3 clusters Score -3492102 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11752 members 
Mstep: Class 2 contains 15634 members 
Entering Unmasked Estep 
Score: -3492681.000000 Penalty: 3320.780762
	Iteration 4Q: 3 clusters Score -3492681 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10886 members 
Mstep: Class 2 contains 16500 members 
Entering Unmasked Estep 
Score: -3493478.250000 Penalty: 3320.780762
	Iteration 5F: 3 clusters Score -3493478 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9776 members 
Mstep: Class 2 contains 17610 members 
Entering Unmasked Estep 
Score: -3494506.250000 Penalty: 3320.780762
	Iteration 6F: 3 clusters Score -3494506 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8497 members 
Mstep: Class 2 contains 18889 members 
Entering Unmasked Estep 
Score: -3495700.250000 Penalty: 3320.780762
	Iteration 7F: 3 clusters Score -3495700 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7201 members 
Mstep: Class 2 contains 20185 members 
Entering Unmasked Estep 
Score: -3496889.500000 Penalty: 3320.780762
	Iteration 8F: 3 clusters Score -3496890 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6037 members 
Mstep: Class 2 contains 21349 members 
Entering Unmasked Estep 
Score: -3497902.250000 Penalty: 3320.780762
	Iteration 9F: 3 clusters Score -3497902 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 22413 members 
Entering Unmasked Estep 
Score: -3498815.250000 Penalty: 3320.780762
	Iteration 10Q: 3 clusters Score -3498815 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 23296 members 
Entering Unmasked Estep 
Score: -3499557.750000 Penalty: 3320.780762
	Iteration 11Q: 3 clusters Score -3499558 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 23949 members 
Entering Unmasked Estep 
Score: -3500169.000000 Penalty: 3320.780762
	Iteration 12Q: 3 clusters Score -3500169 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 24419 members 
Entering Unmasked Estep 
Score: -3500572.000000 Penalty: 3320.780762
	Iteration 13Q: 3 clusters Score -3500572 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 24751 members 
Entering Unmasked Estep 
Score: -3500798.250000 Penalty: 3320.780762
	Iteration 14Q: 3 clusters Score -3500798 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 25001 members 
Entering Unmasked Estep 
Score: -3500937.500000 Penalty: 3320.780762
	Iteration 15Q: 3 clusters Score -3500938 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 25193 members 
Entering Unmasked Estep 
Score: -3501035.750000 Penalty: 3320.780762
	Iteration 16Q: 3 clusters Score -3501036 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 25341 members 
Entering Unmasked Estep 
Score: -3501110.250000 Penalty: 3320.780762
	Iteration 17Q: 3 clusters Score -3501110 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 25464 members 
Entering Unmasked Estep 
Score: -3501178.500000 Penalty: 3320.780762
	Iteration 18Q: 3 clusters Score -3501178 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 25581 members 
Entering Unmasked Estep 
Score: -3501237.000000 Penalty: 3320.780762
	Iteration 19Q: 3 clusters Score -3501237 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 25699 members 
Entering Unmasked Estep 
Score: -3501292.750000 Penalty: 3320.780762
	Iteration 20F: 3 clusters Score -3501293 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 25790 members 
Entering Unmasked Estep 
Score: -3501338.250000 Penalty: 3320.780762
	Iteration 21Q: 3 clusters Score -3501338 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 25871 members 
Entering Unmasked Estep 
Score: -3501381.750000 Penalty: 3320.780762
	Iteration 22Q: 3 clusters Score -3501382 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 25937 members 
Entering Unmasked Estep 
Score: -3501411.500000 Penalty: 3320.780762
	Iteration 23Q: 3 clusters Score -3501412 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 25980 members 
Entering Unmasked Estep 
Score: -3501424.750000 Penalty: 3320.780762
	Iteration 24Q: 3 clusters Score -3501425 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 26020 members 
Entering Unmasked Estep 
Score: -3501431.250000 Penalty: 3320.780762
	Iteration 25Q: 3 clusters Score -3501431 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 26049 members 
Entering Unmasked Estep 
Score: -3501446.000000 Penalty: 3320.780762
	Iteration 26Q: 3 clusters Score -3501446 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 26067 members 
Entering Unmasked Estep 
Score: -3501454.750000 Penalty: 3320.780762
	Iteration 27Q: 3 clusters Score -3501455 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 26082 members 
Entering Unmasked Estep 
Score: -3501461.750000 Penalty: 3320.780762
	Iteration 28Q: 3 clusters Score -3501462 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 26096 members 
Entering Unmasked Estep 
Score: -3501474.000000 Penalty: 3320.780762
	Iteration 29Q: 3 clusters Score -3501474 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 26110 members 
Entering Unmasked Estep 
Score: -3501473.750000 Penalty: 3320.780762
	Iteration 30Q: 3 clusters Score -3501474 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 26127 members 
Entering Unmasked Estep 
Score: -3501487.000000 Penalty: 3320.780762
	Iteration 31Q: 3 clusters Score -3501487 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 26141 members 
Entering Unmasked Estep 
Score: -3501492.500000 Penalty: 3320.780762
	Iteration 32Q: 3 clusters Score -3501492 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 26161 members 
Entering Unmasked Estep 
Score: -3501500.500000 Penalty: 3320.780762
	Iteration 33Q: 3 clusters Score -3501500 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 26176 members 
Entering Unmasked Estep 
Score: -3501507.250000 Penalty: 3320.780762
	Iteration 34Q: 3 clusters Score -3501507 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 26190 members 
Entering Unmasked Estep 
Score: -3501507.750000 Penalty: 3320.780762
	Iteration 35Q: 3 clusters Score -3501508 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 26199 members 
Entering Unmasked Estep 
Score: -3501514.500000 Penalty: 3320.780762
	Iteration 36Q: 3 clusters Score -3501514 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 26209 members 
Entering Unmasked Estep 
Score: -3501516.250000 Penalty: 3320.780762
	Iteration 37Q: 3 clusters Score -3501516 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 26214 members 
Entering Unmasked Estep 
Score: -3501514.500000 Penalty: 3320.780762
	Iteration 38Q: 3 clusters Score -3501514 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 26220 members 
Entering Unmasked Estep 
Score: -3501521.000000 Penalty: 3320.780762
	Iteration 39Q: 3 clusters Score -3501521 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 26224 members 
Entering Unmasked Estep 
Score: -3501521.000000 Penalty: 3320.780762
	Iteration 40F: 3 clusters Score -3501521 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 26230 members 
Entering Unmasked Estep 
Score: -3501521.750000 Penalty: 3320.780762
	Iteration 41Q: 3 clusters Score -3501522 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 26232 members 
Entering Unmasked Estep 
Score: -3501523.250000 Penalty: 3320.780762
	Iteration 42Q: 3 clusters Score -3501523 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 26233 members 
Entering Unmasked Estep 
Score: -3501524.750000 Penalty: 3320.780762
	Iteration 43Q: 3 clusters Score -3501525 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 26235 members 
Entering Unmasked Estep 
Score: -3501527.000000 Penalty: 3320.780762
	Iteration 44Q: 3 clusters Score -3501527 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 26236 members 
Entering Unmasked Estep 
Score: -3501527.000000 Penalty: 3320.780762
	Iteration 45Q: 3 clusters Score -3501527 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 26235 members 
Entering Unmasked Estep 
Score: -3501529.000000 Penalty: 3320.780762
	Iteration 46Q: 3 clusters Score -3501529 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 26234 members 
Entering Unmasked Estep 
Score: -3501526.750000 Penalty: 3320.780762
	Iteration 47Q: 3 clusters Score -3501527 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 26238 members 
Entering Unmasked Estep 
Score: -3501526.750000 Penalty: 3320.780762
	Iteration 48Q: 3 clusters Score -3501527 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 26238 members 
Entering Unmasked Estep 
Score: -3501528.750000 Penalty: 3320.780762
	Iteration 49Q: 3 clusters Score -3501529 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 26237 members 
Entering Unmasked Estep 
Score: -3501529.750000 Penalty: 3320.780762
	Iteration 50Q: 3 clusters Score -3501530 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 26237 members 
Entering Unmasked Estep 
Score: -3501529.750000 Penalty: 3320.780762
	Iteration 51F: 3 clusters Score -3501530 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (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: -6988709.000000 Penalty: 1775.230957
	Iteration 0F: 2 clusters Score -6988709 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27708 members 
Mstep: Class 2 contains 27812 members 
Entering Unmasked Estep 
Score: -6951719.000000 Penalty: 3550.461914
	Iteration 0F: 3 clusters Score -6951719 nChanged 26176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26826 members 
Mstep: Class 2 contains 28694 members 
Entering Unmasked Estep 
Score: -6966291.500000 Penalty: 3550.461914
	Iteration 1F: 3 clusters Score -6966292 nChanged 2046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26394 members 
Mstep: Class 2 contains 29126 members 
Entering Unmasked Estep 
Score: -6966820.500000 Penalty: 3550.461914
	Iteration 2Q: 3 clusters Score -6966820 nChanged 2110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25640 members 
Mstep: Class 2 contains 29880 members 
Entering Unmasked Estep 
Score: -6967542.000000 Penalty: 3550.461914
	Iteration 3Q: 3 clusters Score -6967542 nChanged 2396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24544 members 
Mstep: Class 2 contains 30976 members 
Entering Unmasked Estep 
Score: -6968499.500000 Penalty: 3550.461914
	Iteration 4Q: 3 clusters Score -6968500 nChanged 2951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22891 members 
Mstep: Class 2 contains 32629 members 
Entering Unmasked Estep 
Score: -6970110.500000 Penalty: 3550.461914
	Iteration 5F: 3 clusters Score -6970110 nChanged 3694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20541 members 
Mstep: Class 2 contains 34979 members 
Entering Unmasked Estep 
Score: -6972670.000000 Penalty: 3550.461914
	Iteration 6F: 3 clusters Score -6972670 nChanged 4167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17852 members 
Mstep: Class 2 contains 37668 members 
Entering Unmasked Estep 
Score: -6976150.000000 Penalty: 3550.461914
	Iteration 7F: 3 clusters Score -6976150 nChanged 4191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15363 members 
Mstep: Class 2 contains 40157 members 
Entering Unmasked Estep 
Score: -6980180.000000 Penalty: 3550.461914
	Iteration 8F: 3 clusters Score -6980180 nChanged 3489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13758 members 
Mstep: Class 2 contains 41762 members 
Entering Unmasked Estep 
Score: -6983873.500000 Penalty: 3550.461914
	Iteration 9F: 3 clusters Score -6983874 nChanged 2687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13069 members 
Mstep: Class 2 contains 42451 members 
Entering Unmasked Estep 
Score: -6986531.000000 Penalty: 3550.461914
	Iteration 10Q: 3 clusters Score -6986531 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12921 members 
Mstep: Class 2 contains 42599 members 
Entering Unmasked Estep 
Score: -6987748.000000 Penalty: 3550.461914
	Iteration 11Q: 3 clusters Score -6987748 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12893 members 
Mstep: Class 2 contains 42627 members 
Entering Unmasked Estep 
Score: -6988210.500000 Penalty: 3550.461914
	Iteration 12Q: 3 clusters Score -6988210 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12902 members 
Mstep: Class 2 contains 42618 members 
Entering Unmasked Estep 
Score: -6988400.000000 Penalty: 3550.461914
	Iteration 13Q: 3 clusters Score -6988400 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12912 members 
Mstep: Class 2 contains 42608 members 
Entering Unmasked Estep 
Score: -6988475.500000 Penalty: 3550.461914
	Iteration 14Q: 3 clusters Score -6988476 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12921 members 
Mstep: Class 2 contains 42599 members 
Entering Unmasked Estep 
Score: -6988518.500000 Penalty: 3550.461914
	Iteration 15Q: 3 clusters Score -6988518 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12896 members 
Mstep: Class 2 contains 42624 members 
Entering Unmasked Estep 
Score: -6988514.000000 Penalty: 3550.461914
	Iteration 16Q: 3 clusters Score -6988514 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12857 members 
Mstep: Class 2 contains 42663 members 
Entering Unmasked Estep 
Score: -6988527.000000 Penalty: 3550.461914
	Iteration 17Q: 3 clusters Score -6988527 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12825 members 
Mstep: Class 2 contains 42695 members 
Entering Unmasked Estep 
Score: -6988527.500000 Penalty: 3550.461914
	Iteration 18Q: 3 clusters Score -6988528 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12787 members 
Mstep: Class 2 contains 42733 members 
Entering Unmasked Estep 
Score: -6988546.500000 Penalty: 3550.461914
	Iteration 19Q: 3 clusters Score -6988546 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12763 members 
Mstep: Class 2 contains 42757 members 
Entering Unmasked Estep 
Score: -6988555.500000 Penalty: 3550.461914
	Iteration 20F: 3 clusters Score -6988556 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12731 members 
Mstep: Class 2 contains 42789 members 
Entering Unmasked Estep 
Score: -6988549.500000 Penalty: 3550.461914
	Iteration 21Q: 3 clusters Score -6988550 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12713 members 
Mstep: Class 2 contains 42807 members 
Entering Unmasked Estep 
Score: -6988561.500000 Penalty: 3550.461914
	Iteration 22Q: 3 clusters Score -6988562 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12712 members 
Mstep: Class 2 contains 42808 members 
Entering Unmasked Estep 
Score: -6988563.500000 Penalty: 3550.461914
	Iteration 23Q: 3 clusters Score -6988564 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12710 members 
Mstep: Class 2 contains 42810 members 
Entering Unmasked Estep 
Score: -6988573.500000 Penalty: 3550.461914
	Iteration 24Q: 3 clusters Score -6988574 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12708 members 
Mstep: Class 2 contains 42812 members 
Entering Unmasked Estep 
Score: -6988575.000000 Penalty: 3550.461914
	Iteration 25Q: 3 clusters Score -6988575 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12705 members 
Mstep: Class 2 contains 42815 members 
Entering Unmasked Estep 
Score: -6988579.000000 Penalty: 3550.461914
	Iteration 26Q: 3 clusters Score -6988579 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12700 members 
Mstep: Class 2 contains 42820 members 
Entering Unmasked Estep 
Score: -6988581.500000 Penalty: 3550.461914
	Iteration 27Q: 3 clusters Score -6988582 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12698 members 
Mstep: Class 2 contains 42822 members 
Entering Unmasked Estep 
Score: -6988576.500000 Penalty: 3550.461914
	Iteration 28Q: 3 clusters Score -6988576 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12698 members 
Mstep: Class 2 contains 42822 members 
Entering Unmasked Estep 
Score: -6988576.500000 Penalty: 3550.461914
	Iteration 29F: 3 clusters Score -6988576 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (7987 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7987 members 
Entering Unmasked Estep 
Score: -1007930.500000 Penalty: 1460.155273
	Iteration 0F: 2 clusters Score -1007930 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -1002082.375000 Penalty: 2920.310547
	Iteration 0F: 3 clusters Score -1002082 nChanged 3397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -1003902.187500 Penalty: 2920.310547
	Iteration 1F: 3 clusters Score -1003902 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -1004193.250000 Penalty: 2920.310547
	Iteration 2F: 3 clusters Score -1004193 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -1004443.750000 Penalty: 2920.310547
	Iteration 3F: 3 clusters Score -1004444 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -1004709.062500 Penalty: 2920.310547
	Iteration 4F: 3 clusters Score -1004709 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -1005029.000000 Penalty: 2920.310547
	Iteration 5F: 3 clusters Score -1005029 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -1005366.250000 Penalty: 2920.310547
	Iteration 6F: 3 clusters Score -1005366 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 5235 members 
Entering Unmasked Estep 
Score: -1005690.750000 Penalty: 2920.310547
	Iteration 7F: 3 clusters Score -1005691 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -1005935.687500 Penalty: 2920.310547
	Iteration 8Q: 3 clusters Score -1005936 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 5636 members 
Entering Unmasked Estep 
Score: -1006096.625000 Penalty: 2920.310547
	Iteration 9Q: 3 clusters Score -1006097 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 5758 members 
Entering Unmasked Estep 
Score: -1006215.875000 Penalty: 2920.310547
	Iteration 10Q: 3 clusters Score -1006216 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 5865 members 
Entering Unmasked Estep 
Score: -1006312.937500 Penalty: 2920.310547
	Iteration 11Q: 3 clusters Score -1006313 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 5974 members 
Entering Unmasked Estep 
Score: -1006404.625000 Penalty: 2920.310547
	Iteration 12Q: 3 clusters Score -1006405 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 6041 members 
Entering Unmasked Estep 
Score: -1006478.875000 Penalty: 2920.310547
	Iteration 13Q: 3 clusters Score -1006479 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 6094 members 
Entering Unmasked Estep 
Score: -1006547.875000 Penalty: 2920.310547
	Iteration 14Q: 3 clusters Score -1006548 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 6124 members 
Entering Unmasked Estep 
Score: -1006598.937500 Penalty: 2920.310547
	Iteration 15Q: 3 clusters Score -1006599 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 6165 members 
Entering Unmasked Estep 
Score: -1006674.687500 Penalty: 2920.310547
	Iteration 16Q: 3 clusters Score -1006675 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 6217 members 
Entering Unmasked Estep 
Score: -1006740.437500 Penalty: 2920.310547
	Iteration 17Q: 3 clusters Score -1006740 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 6252 members 
Entering Unmasked Estep 
Score: -1006786.375000 Penalty: 2920.310547
	Iteration 18Q: 3 clusters Score -1006786 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 6282 members 
Entering Unmasked Estep 
Score: -1006823.062500 Penalty: 2920.310547
	Iteration 19Q: 3 clusters Score -1006823 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 6310 members 
Entering Unmasked Estep 
Score: -1006858.187500 Penalty: 2920.310547
	Iteration 20F: 3 clusters Score -1006858 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 6331 members 
Entering Unmasked Estep 
Score: -1006886.562500 Penalty: 2920.310547
	Iteration 21Q: 3 clusters Score -1006887 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 6353 members 
Entering Unmasked Estep 
Score: -1006910.937500 Penalty: 2920.310547
	Iteration 22Q: 3 clusters Score -1006911 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 6379 members 
Entering Unmasked Estep 
Score: -1006931.875000 Penalty: 2920.310547
	Iteration 23Q: 3 clusters Score -1006932 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 6396 members 
Entering Unmasked Estep 
Score: -1006943.437500 Penalty: 2920.310547
	Iteration 24Q: 3 clusters Score -1006943 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 6402 members 
Entering Unmasked Estep 
Score: -1006952.312500 Penalty: 2920.310547
	Iteration 25Q: 3 clusters Score -1006952 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 6414 members 
Entering Unmasked Estep 
Score: -1006961.375000 Penalty: 2920.310547
	Iteration 26Q: 3 clusters Score -1006961 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 6429 members 
Entering Unmasked Estep 
Score: -1006966.375000 Penalty: 2920.310547
	Iteration 27Q: 3 clusters Score -1006966 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 6437 members 
Entering Unmasked Estep 
Score: -1006967.375000 Penalty: 2920.310547
	Iteration 28Q: 3 clusters Score -1006967 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 6444 members 
Entering Unmasked Estep 
Score: -1006972.812500 Penalty: 2920.310547
	Iteration 29Q: 3 clusters Score -1006973 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 6449 members 
Entering Unmasked Estep 
Score: -1006974.312500 Penalty: 2920.310547
	Iteration 30Q: 3 clusters Score -1006974 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 6456 members 
Entering Unmasked Estep 
Score: -1006976.937500 Penalty: 2920.310547
	Iteration 31Q: 3 clusters Score -1006977 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 6460 members 
Entering Unmasked Estep 
Score: -1006976.875000 Penalty: 2920.310547
	Iteration 32Q: 3 clusters Score -1006977 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 6461 members 
Entering Unmasked Estep 
Score: -1006976.562500 Penalty: 2920.310547
	Iteration 33Q: 3 clusters Score -1006977 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 6462 members 
Entering Unmasked Estep 
Score: -1006977.562500 Penalty: 2920.310547
	Iteration 34Q: 3 clusters Score -1006978 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 6462 members 
Entering Unmasked Estep 
Score: -1006977.562500 Penalty: 2920.310547
	Iteration 35F: 3 clusters Score -1006978 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (10125 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10125 members 
Entering Unmasked Estep 
Score: -1109694.625000 Penalty: 1498.698975
	Iteration 0F: 2 clusters Score -1109695 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 5193 members 
Entering Unmasked Estep 
Score: -1102619.125000 Penalty: 2997.397949
	Iteration 0F: 3 clusters Score -1102619 nChanged 4385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 5534 members 
Entering Unmasked Estep 
Score: -1105428.500000 Penalty: 2997.397949
	Iteration 1F: 3 clusters Score -1105428 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 5803 members 
Entering Unmasked Estep 
Score: -1106255.125000 Penalty: 2997.397949
	Iteration 2F: 3 clusters Score -1106255 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 6109 members 
Entering Unmasked Estep 
Score: -1107020.250000 Penalty: 2997.397949
	Iteration 3F: 3 clusters Score -1107020 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 6399 members 
Entering Unmasked Estep 
Score: -1107590.000000 Penalty: 2997.397949
	Iteration 4F: 3 clusters Score -1107590 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 6661 members 
Entering Unmasked Estep 
Score: -1108002.625000 Penalty: 2997.397949
	Iteration 5F: 3 clusters Score -1108003 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 6894 members 
Entering Unmasked Estep 
Score: -1108318.750000 Penalty: 2997.397949
	Iteration 6Q: 3 clusters Score -1108319 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 7123 members 
Entering Unmasked Estep 
Score: -1108578.875000 Penalty: 2997.397949
	Iteration 7Q: 3 clusters Score -1108579 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 7353 members 
Entering Unmasked Estep 
Score: -1108839.375000 Penalty: 2997.397949
	Iteration 8Q: 3 clusters Score -1108839 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 7582 members 
Entering Unmasked Estep 
Score: -1109072.875000 Penalty: 2997.397949
	Iteration 9Q: 3 clusters Score -1109073 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 7781 members 
Entering Unmasked Estep 
Score: -1109263.625000 Penalty: 2997.397949
	Iteration 10Q: 3 clusters Score -1109264 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 7960 members 
Entering Unmasked Estep 
Score: -1109423.125000 Penalty: 2997.397949
	Iteration 11Q: 3 clusters Score -1109423 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 8101 members 
Entering Unmasked Estep 
Score: -1109526.000000 Penalty: 2997.397949
	Iteration 12Q: 3 clusters Score -1109526 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 8199 members 
Entering Unmasked Estep 
Score: -1109614.500000 Penalty: 2997.397949
	Iteration 13Q: 3 clusters Score -1109614 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 8288 members 
Entering Unmasked Estep 
Score: -1109692.875000 Penalty: 2997.397949
	Iteration 14Q: 3 clusters Score -1109693 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 8392 members 
Entering Unmasked Estep 
Score: -1109771.625000 Penalty: 2997.397949
	Iteration 15Q: 3 clusters Score -1109772 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 8478 members 
Entering Unmasked Estep 
Score: -1109841.125000 Penalty: 2997.397949
	Iteration 16Q: 3 clusters Score -1109841 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 8555 members 
Entering Unmasked Estep 
Score: -1109888.000000 Penalty: 2997.397949
	Iteration 17Q: 3 clusters Score -1109888 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 8606 members 
Entering Unmasked Estep 
Score: -1109925.125000 Penalty: 2997.397949
	Iteration 18Q: 3 clusters Score -1109925 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 8646 members 
Entering Unmasked Estep 
Score: -1109942.375000 Penalty: 2997.397949
	Iteration 19Q: 3 clusters Score -1109942 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 8665 members 
Entering Unmasked Estep 
Score: -1110067.375000 Penalty: 2997.397949
	Iteration 20F: 3 clusters Score -1110067 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 8645 members 
Entering Unmasked Estep 
Score: -1110188.750000 Penalty: 2997.397949
	Iteration 21Q: 3 clusters Score -1110189 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 8610 members 
Entering Unmasked Estep 
Score: -1110389.375000 Penalty: 2997.397949
	Iteration 22Q: 3 clusters Score -1110389 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 8549 members 
Entering Unmasked Estep 
Score: -1110570.250000 Penalty: 2997.397949
	Iteration 23Q: 3 clusters Score -1110570 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 8494 members 
Entering Unmasked Estep 
Score: -1110719.500000 Penalty: 2997.397949
	Iteration 24Q: 3 clusters Score -1110720 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 8427 members 
Entering Unmasked Estep 
Score: -1110848.000000 Penalty: 2997.397949
	Iteration 25Q: 3 clusters Score -1110848 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 8354 members 
Entering Unmasked Estep 
Score: -1110944.250000 Penalty: 2997.397949
	Iteration 26Q: 3 clusters Score -1110944 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 8288 members 
Entering Unmasked Estep 
Score: -1111012.125000 Penalty: 2997.397949
	Iteration 27Q: 3 clusters Score -1111012 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 8234 members 
Entering Unmasked Estep 
Score: -1111046.125000 Penalty: 2997.397949
	Iteration 28Q: 3 clusters Score -1111046 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 8200 members 
Entering Unmasked Estep 
Score: -1111058.375000 Penalty: 2997.397949
	Iteration 29Q: 3 clusters Score -1111058 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 8166 members 
Entering Unmasked Estep 
Score: -1111070.375000 Penalty: 2997.397949
	Iteration 30Q: 3 clusters Score -1111070 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 8137 members 
Entering Unmasked Estep 
Score: -1111078.250000 Penalty: 2997.397949
	Iteration 31Q: 3 clusters Score -1111078 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 8115 members 
Entering Unmasked Estep 
Score: -1111083.500000 Penalty: 2997.397949
	Iteration 32Q: 3 clusters Score -1111084 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 8097 members 
Entering Unmasked Estep 
Score: -1111084.750000 Penalty: 2997.397949
	Iteration 33Q: 3 clusters Score -1111085 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 8084 members 
Entering Unmasked Estep 
Score: -1111088.000000 Penalty: 2997.397949
	Iteration 34Q: 3 clusters Score -1111088 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 8075 members 
Entering Unmasked Estep 
Score: -1111088.000000 Penalty: 2997.397949
	Iteration 35Q: 3 clusters Score -1111088 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 8065 members 
Entering Unmasked Estep 
Score: -1111091.500000 Penalty: 2997.397949
	Iteration 36Q: 3 clusters Score -1111092 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 8059 members 
Entering Unmasked Estep 
Score: -1111090.375000 Penalty: 2997.397949
	Iteration 37Q: 3 clusters Score -1111090 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 8054 members 
Entering Unmasked Estep 
Score: -1111090.500000 Penalty: 2997.397949
	Iteration 38Q: 3 clusters Score -1111090 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 8049 members 
Entering Unmasked Estep 
Score: -1111093.375000 Penalty: 2997.397949
	Iteration 39Q: 3 clusters Score -1111093 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 8046 members 
Entering Unmasked Estep 
Score: -1111092.125000 Penalty: 2997.397949
	Iteration 40F: 3 clusters Score -1111092 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 8044 members 
Entering Unmasked Estep 
Score: -1111092.625000 Penalty: 2997.397949
	Iteration 41Q: 3 clusters Score -1111093 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 8041 members 
Entering Unmasked Estep 
Score: -1111093.125000 Penalty: 2997.397949
	Iteration 42Q: 3 clusters Score -1111093 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 8036 members 
Entering Unmasked Estep 
Score: -1111095.875000 Penalty: 2997.397949
	Iteration 43Q: 3 clusters Score -1111096 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 8034 members 
Entering Unmasked Estep 
Score: -1111092.750000 Penalty: 2997.397949
	Iteration 44Q: 3 clusters Score -1111093 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 8030 members 
Entering Unmasked Estep 
Score: -1111095.625000 Penalty: 2997.397949
	Iteration 45Q: 3 clusters Score -1111096 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 8029 members 
Entering Unmasked Estep 
Score: -1111095.250000 Penalty: 2997.397949
	Iteration 46Q: 3 clusters Score -1111095 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 8028 members 
Entering Unmasked Estep 
Score: -1111094.750000 Penalty: 2997.397949
	Iteration 47Q: 3 clusters Score -1111095 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 8028 members 
Entering Unmasked Estep 
Score: -1111094.750000 Penalty: 2997.397949
	Iteration 48F: 3 clusters Score -1111095 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 13712 members 
Mstep: Class 2 contains 27386 members 
Mstep: Class 3 contains 55520 members 
Mstep: Class 4 contains 7987 members 
Mstep: Class 5 contains 2097 members 
Mstep: Class 6 contains 5561 members 
Mstep: Class 7 contains 74747 members 
Mstep: Class 8 contains 26922 members 
Mstep: Class 9 contains 42896 members 
Mstep: Class 10 contains 35998 members 
Mstep: Class 11 contains 46369 members 
Mstep: Class 12 contains 12221 members 
Mstep: Class 13 contains 17817 members 
Mstep: Class 14 contains 19215 members 
Mstep: Class 15 contains 493 members 
Mstep: Class 16 contains 8897 members 
Mstep: Class 17 contains 6439 members 
Mstep: Class 18 contains 14068 members 
Mstep: Class 19 contains 3186 members 
Mstep: Class 20 contains 32239 members 
Mstep: Class 21 contains 37014 members 
Mstep: Class 22 contains 24115 members 
Mstep: Class 23 contains 18158 members 
Mstep: Class 24 contains 33168 members 
Mstep: Class 25 contains 15537 members 
Mstep: Class 26 contains 10333 members 
Mstep: Class 27 contains 4968 members 
Mstep: Class 28 contains 30081 members 
Mstep: Class 29 contains 5280 members 
Mstep: Class 30 contains 1753 members 
Mstep: Class 31 contains 3394 members 
Mstep: Class 32 contains 2793 members 
Mstep: Class 33 contains 16933 members 
Mstep: Class 34 contains 4263 members 
Mstep: Class 35 contains 150986 members 
Mstep: Class 36 contains 8028 members 
Entering Unmasked Estep 
Score: -100275312.000000 Penalty: 79664.296875
Splitting cluster 5 changes total score from -100274640.000000 to -100275312.000000
So it's getting split into cluster 36.
Entering ConstructFrom: 
Trying to split cluster 6 (5561 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5561 members 
Entering Unmasked Estep 
Score: -664306.187500 Penalty: 1401.324097
	Iteration 0F: 2 clusters Score -664306.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -660032.500000 Penalty: 2802.648193
	Iteration 0F: 3 clusters Score -660032.5 nChanged 2249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -661507.062500 Penalty: 2802.648193
	Iteration 1F: 3 clusters Score -661507.1 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -661958.750000 Penalty: 2802.648193
	Iteration 2F: 3 clusters Score -661958.8 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -662392.875000 Penalty: 2802.648193
	Iteration 3F: 3 clusters Score -662392.9 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -662869.500000 Penalty: 2802.648193
	Iteration 4F: 3 clusters Score -662869.5 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -663387.312500 Penalty: 2802.648193
	Iteration 5F: 3 clusters Score -663387.3 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -663925.062500 Penalty: 2802.648193
	Iteration 6F: 3 clusters Score -663925.1 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -664476.437500 Penalty: 2802.648193
	Iteration 7F: 3 clusters Score -664476.4 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -664746.250000 Penalty: 2802.648193
	Iteration 8Q: 3 clusters Score -664746.2 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -664865.812500 Penalty: 2802.648193
	Iteration 9Q: 3 clusters Score -664865.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -664923.375000 Penalty: 2802.648193
	Iteration 10Q: 3 clusters Score -664923.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -664963.625000 Penalty: 2802.648193
	Iteration 11Q: 3 clusters Score -664963.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -664999.562500 Penalty: 2802.648193
	Iteration 12Q: 3 clusters Score -664999.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -665025.312500 Penalty: 2802.648193
	Iteration 13Q: 3 clusters Score -665025.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -665052.500000 Penalty: 2802.648193
	Iteration 14Q: 3 clusters Score -665052.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -665080.062500 Penalty: 2802.648193
	Iteration 15Q: 3 clusters Score -665080.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -665104.125000 Penalty: 2802.648193
	Iteration 16Q: 3 clusters Score -665104.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -665121.437500 Penalty: 2802.648193
	Iteration 17Q: 3 clusters Score -665121.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -665137.187500 Penalty: 2802.648193
	Iteration 18Q: 3 clusters Score -665137.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -665154.750000 Penalty: 2802.648193
	Iteration 19Q: 3 clusters Score -665154.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -665182.250000 Penalty: 2802.648193
	Iteration 20F: 3 clusters Score -665182.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -665204.750000 Penalty: 2802.648193
	Iteration 21Q: 3 clusters Score -665204.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -665225.250000 Penalty: 2802.648193
	Iteration 22Q: 3 clusters Score -665225.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -665253.562500 Penalty: 2802.648193
	Iteration 23Q: 3 clusters Score -665253.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -665275.187500 Penalty: 2802.648193
	Iteration 24Q: 3 clusters Score -665275.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -665288.812500 Penalty: 2802.648193
	Iteration 25Q: 3 clusters Score -665288.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -665292.062500 Penalty: 2802.648193
	Iteration 26Q: 3 clusters Score -665292.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -665294.562500 Penalty: 2802.648193
	Iteration 27Q: 3 clusters Score -665294.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -665295.062500 Penalty: 2802.648193
	Iteration 28Q: 3 clusters Score -665295.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -665300.062500 Penalty: 2802.648193
	Iteration 29Q: 3 clusters Score -665300.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -665299.312500 Penalty: 2802.648193
	Iteration 30Q: 3 clusters Score -665299.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -665299.312500 Penalty: 2802.648193
	Iteration 31F: 3 clusters Score -665299.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 13712 members 
Mstep: Class 2 contains 27386 members 
Mstep: Class 3 contains 55520 members 
Mstep: Class 4 contains 7987 members 
Mstep: Class 5 contains 2097 members 
Mstep: Class 6 contains 3784 members 
Mstep: Class 7 contains 74747 members 
Mstep: Class 8 contains 26922 members 
Mstep: Class 9 contains 42896 members 
Mstep: Class 10 contains 35998 members 
Mstep: Class 11 contains 46369 members 
Mstep: Class 12 contains 12221 members 
Mstep: Class 13 contains 17817 members 
Mstep: Class 14 contains 19215 members 
Mstep: Class 15 contains 493 members 
Mstep: Class 16 contains 8897 members 
Mstep: Class 17 contains 6439 members 
Mstep: Class 18 contains 14068 members 
Mstep: Class 19 contains 3186 members 
Mstep: Class 20 contains 32239 members 
Mstep: Class 21 contains 37014 members 
Mstep: Class 22 contains 24115 members 
Mstep: Class 23 contains 18158 members 
Mstep: Class 24 contains 33168 members 
Mstep: Class 25 contains 15537 members 
Mstep: Class 26 contains 10333 members 
Mstep: Class 27 contains 4968 members 
Mstep: Class 28 contains 30081 members 
Mstep: Class 29 contains 5280 members 
Mstep: Class 30 contains 1753 members 
Mstep: Class 31 contains 3394 members 
Mstep: Class 32 contains 2793 members 
Mstep: Class 33 contains 16933 members 
Mstep: Class 34 contains 4263 members 
Mstep: Class 35 contains 150986 members 
Mstep: Class 36 contains 8028 members 
Mstep: Class 37 contains 1777 members 
Entering Unmasked Estep 
Score: -100275408.000000 Penalty: 81877.195312
Splitting cluster 6 changes total score from -100274640.000000 to -100275408.000000
So it's getting split into cluster 37.
Entering ConstructFrom: 
Trying to split cluster 7 (74747 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74747 members 
Entering Unmasked Estep 
Score: -9477143.000000 Penalty: 1823.552979
	Iteration 0F: 2 clusters Score -9477143 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37116 members 
Mstep: Class 2 contains 37631 members 
Entering Unmasked Estep 
Score: -9427235.000000 Penalty: 3647.105957
	Iteration 0F: 3 clusters Score -9427235 nChanged 35566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33328 members 
Mstep: Class 2 contains 41419 members 
Entering Unmasked Estep 
Score: -9448074.000000 Penalty: 3647.105957
	Iteration 1F: 3 clusters Score -9448074 nChanged 3461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30785 members 
Mstep: Class 2 contains 43962 members 
Entering Unmasked Estep 
Score: -9449531.000000 Penalty: 3647.105957
	Iteration 2Q: 3 clusters Score -9449531 nChanged 4470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26951 members 
Mstep: Class 2 contains 47796 members 
Entering Unmasked Estep 
Score: -9451937.000000 Penalty: 3647.105957
	Iteration 3F: 3 clusters Score -9451937 nChanged 5736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21665 members 
Mstep: Class 2 contains 53082 members 
Entering Unmasked Estep 
Score: -9456123.000000 Penalty: 3647.105957
	Iteration 4F: 3 clusters Score -9456123 nChanged 6691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15270 members 
Mstep: Class 2 contains 59477 members 
Entering Unmasked Estep 
Score: -9461998.000000 Penalty: 3647.105957
	Iteration 5F: 3 clusters Score -9461998 nChanged 6030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9426 members 
Mstep: Class 2 contains 65321 members 
Entering Unmasked Estep 
Score: -9467745.000000 Penalty: 3647.105957
	Iteration 6F: 3 clusters Score -9467745 nChanged 4235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5315 members 
Mstep: Class 2 contains 69432 members 
Entering Unmasked Estep 
Score: -9471585.000000 Penalty: 3647.105957
	Iteration 7F: 3 clusters Score -9471585 nChanged 2377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 71775 members 
Entering Unmasked Estep 
Score: -9473556.000000 Penalty: 3647.105957
	Iteration 8Q: 3 clusters Score -9473556 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 73000 members 
Entering Unmasked Estep 
Score: -9474580.000000 Penalty: 3647.105957
	Iteration 9Q: 3 clusters Score -9474580 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 73623 members 
Entering Unmasked Estep 
Score: -9475126.000000 Penalty: 3647.105957
	Iteration 10Q: 3 clusters Score -9475126 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 73876 members 
Entering Unmasked Estep 
Score: -9475357.000000 Penalty: 3647.105957
	Iteration 11Q: 3 clusters Score -9475357 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 73982 members 
Entering Unmasked Estep 
Score: -9475449.000000 Penalty: 3647.105957
	Iteration 12Q: 3 clusters Score -9475449 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 74052 members 
Entering Unmasked Estep 
Score: -9475529.000000 Penalty: 3647.105957
	Iteration 13Q: 3 clusters Score -9475529 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 74099 members 
Entering Unmasked Estep 
Score: -9475582.000000 Penalty: 3647.105957
	Iteration 14Q: 3 clusters Score -9475582 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 74123 members 
Entering Unmasked Estep 
Score: -9475601.000000 Penalty: 3647.105957
	Iteration 15Q: 3 clusters Score -9475601 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 74136 members 
Entering Unmasked Estep 
Score: -9475608.000000 Penalty: 3647.105957
	Iteration 16Q: 3 clusters Score -9475608 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 74152 members 
Entering Unmasked Estep 
Score: -9475626.000000 Penalty: 3647.105957
	Iteration 17Q: 3 clusters Score -9475626 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 74170 members 
Entering Unmasked Estep 
Score: -9475637.000000 Penalty: 3647.105957
	Iteration 18Q: 3 clusters Score -9475637 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 74180 members 
Entering Unmasked Estep 
Score: -9475641.000000 Penalty: 3647.105957
	Iteration 19Q: 3 clusters Score -9475641 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 74185 members 
Entering Unmasked Estep 
Score: -9475658.000000 Penalty: 3647.105957
	Iteration 20F: 3 clusters Score -9475658 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 74190 members 
Entering Unmasked Estep 
Score: -9475655.000000 Penalty: 3647.105957
	Iteration 21Q: 3 clusters Score -9475655 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 74192 members 
Entering Unmasked Estep 
Score: -9475653.000000 Penalty: 3647.105957
	Iteration 22Q: 3 clusters Score -9475653 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 74194 members 
Entering Unmasked Estep 
Score: -9475650.000000 Penalty: 3647.105957
	Iteration 23Q: 3 clusters Score -9475650 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 74197 members 
Entering Unmasked Estep 
Score: -9475656.000000 Penalty: 3647.105957
	Iteration 24Q: 3 clusters Score -9475656 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 74198 members 
Entering Unmasked Estep 
Score: -9475661.000000 Penalty: 3647.105957
	Iteration 25Q: 3 clusters Score -9475661 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 74200 members 
Entering Unmasked Estep 
Score: -9475668.000000 Penalty: 3647.105957
	Iteration 26Q: 3 clusters Score -9475668 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 74203 members 
Entering Unmasked Estep 
Score: -9475664.000000 Penalty: 3647.105957
	Iteration 27Q: 3 clusters Score -9475664 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 74205 members 
Entering Unmasked Estep 
Score: -9475671.000000 Penalty: 3647.105957
	Iteration 28Q: 3 clusters Score -9475671 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 74209 members 
Entering Unmasked Estep 
Score: -9475671.000000 Penalty: 3647.105957
	Iteration 29Q: 3 clusters Score -9475671 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 74211 members 
Entering Unmasked Estep 
Score: -9475664.000000 Penalty: 3647.105957
	Iteration 30Q: 3 clusters Score -9475664 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 74212 members 
Entering Unmasked Estep 
Score: -9475670.000000 Penalty: 3647.105957
	Iteration 31Q: 3 clusters Score -9475670 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 74213 members 
Entering Unmasked Estep 
Score: -9475671.000000 Penalty: 3647.105957
	Iteration 32Q: 3 clusters Score -9475671 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 74210 members 
Entering Unmasked Estep 
Score: -9475675.000000 Penalty: 3647.105957
	Iteration 33Q: 3 clusters Score -9475675 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 74208 members 
Entering Unmasked Estep 
Score: -9475672.000000 Penalty: 3647.105957
	Iteration 34Q: 3 clusters Score -9475672 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 74208 members 
Entering Unmasked Estep 
Score: -9475662.000000 Penalty: 3647.105957
	Iteration 35Q: 3 clusters Score -9475662 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 74208 members 
Entering Unmasked Estep 
Score: -9475664.000000 Penalty: 3647.105957
	Iteration 36Q: 3 clusters Score -9475664 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 74210 members 
Entering Unmasked Estep 
Score: -9475680.000000 Penalty: 3647.105957
	Iteration 37Q: 3 clusters Score -9475680 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 74213 members 
Entering Unmasked Estep 
Score: -9475676.000000 Penalty: 3647.105957
	Iteration 38Q: 3 clusters Score -9475676 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 74216 members 
Entering Unmasked Estep 
Score: -9475690.000000 Penalty: 3647.105957
	Iteration 39Q: 3 clusters Score -9475690 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 74215 members 
Entering Unmasked Estep 
Score: -9475709.000000 Penalty: 3647.105957
	Iteration 40F: 3 clusters Score -9475709 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 74216 members 
Entering Unmasked Estep 
Score: -9475710.000000 Penalty: 3647.105957
	Iteration 41Q: 3 clusters Score -9475710 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 74218 members 
Entering Unmasked Estep 
Score: -9475712.000000 Penalty: 3647.105957
	Iteration 42Q: 3 clusters Score -9475712 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 74219 members 
Entering Unmasked Estep 
Score: -9475711.000000 Penalty: 3647.105957
	Iteration 43Q: 3 clusters Score -9475711 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 74220 members 
Entering Unmasked Estep 
Score: -9475707.000000 Penalty: 3647.105957
	Iteration 44Q: 3 clusters Score -9475707 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 74220 members 
Entering Unmasked Estep 
Score: -9475707.000000 Penalty: 3647.105957
	Iteration 45F: 3 clusters Score -9475707 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (26922 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26922 members 
Entering Unmasked Estep 
Score: -3395483.250000 Penalty: 1657.613525
	Iteration 0F: 2 clusters Score -3395483 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13490 members 
Mstep: Class 2 contains 13432 members 
Entering Unmasked Estep 
Score: -3377390.500000 Penalty: 3315.227051
	Iteration 0F: 3 clusters Score -3377390 nChanged 12367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14107 members 
Mstep: Class 2 contains 12815 members 
Entering Unmasked Estep 
Score: -3384297.500000 Penalty: 3315.227051
	Iteration 1F: 3 clusters Score -3384298 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14544 members 
Mstep: Class 2 contains 12378 members 
Entering Unmasked Estep 
Score: -3384922.500000 Penalty: 3315.227051
	Iteration 2F: 3 clusters Score -3384922 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15088 members 
Mstep: Class 2 contains 11834 members 
Entering Unmasked Estep 
Score: -3385566.500000 Penalty: 3315.227051
	Iteration 3F: 3 clusters Score -3385566 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15707 members 
Mstep: Class 2 contains 11215 members 
Entering Unmasked Estep 
Score: -3386163.000000 Penalty: 3315.227051
	Iteration 4F: 3 clusters Score -3386163 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16470 members 
Mstep: Class 2 contains 10452 members 
Entering Unmasked Estep 
Score: -3386768.500000 Penalty: 3315.227051
	Iteration 5Q: 3 clusters Score -3386768 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17386 members 
Mstep: Class 2 contains 9536 members 
Entering Unmasked Estep 
Score: -3387422.250000 Penalty: 3315.227051
	Iteration 6F: 3 clusters Score -3387422 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18459 members 
Mstep: Class 2 contains 8463 members 
Entering Unmasked Estep 
Score: -3388179.500000 Penalty: 3315.227051
	Iteration 7F: 3 clusters Score -3388180 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19660 members 
Mstep: Class 2 contains 7262 members 
Entering Unmasked Estep 
Score: -3389007.000000 Penalty: 3315.227051
	Iteration 8F: 3 clusters Score -3389007 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20906 members 
Mstep: Class 2 contains 6016 members 
Entering Unmasked Estep 
Score: -3389847.250000 Penalty: 3315.227051
	Iteration 9F: 3 clusters Score -3389847 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22123 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -3390714.250000 Penalty: 3315.227051
	Iteration 10Q: 3 clusters Score -3390714 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23260 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -3391587.500000 Penalty: 3315.227051
	Iteration 11Q: 3 clusters Score -3391588 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24229 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -3392384.000000 Penalty: 3315.227051
	Iteration 12Q: 3 clusters Score -3392384 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24927 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -3393008.250000 Penalty: 3315.227051
	Iteration 13Q: 3 clusters Score -3393008 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25374 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -3393465.500000 Penalty: 3315.227051
	Iteration 14Q: 3 clusters Score -3393466 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25627 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -3393758.750000 Penalty: 3315.227051
	Iteration 15Q: 3 clusters Score -3393759 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25769 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -3393978.250000 Penalty: 3315.227051
	Iteration 16Q: 3 clusters Score -3393978 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25857 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -3394145.250000 Penalty: 3315.227051
	Iteration 17Q: 3 clusters Score -3394145 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25892 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -3394296.750000 Penalty: 3315.227051
	Iteration 18Q: 3 clusters Score -3394297 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25923 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -3394458.000000 Penalty: 3315.227051
	Iteration 19Q: 3 clusters Score -3394458 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25923 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -3394667.000000 Penalty: 3315.227051
	Iteration 20F: 3 clusters Score -3394667 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25902 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -3394821.750000 Penalty: 3315.227051
	Iteration 21Q: 3 clusters Score -3394822 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25883 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -3394919.500000 Penalty: 3315.227051
	Iteration 22Q: 3 clusters Score -3394920 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25857 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -3394984.750000 Penalty: 3315.227051
	Iteration 23Q: 3 clusters Score -3394985 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25819 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -3395015.250000 Penalty: 3315.227051
	Iteration 24Q: 3 clusters Score -3395015 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25790 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -3395046.750000 Penalty: 3315.227051
	Iteration 25Q: 3 clusters Score -3395047 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25759 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -3395065.500000 Penalty: 3315.227051
	Iteration 26Q: 3 clusters Score -3395066 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25738 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -3395078.500000 Penalty: 3315.227051
	Iteration 27Q: 3 clusters Score -3395078 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25725 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -3395086.500000 Penalty: 3315.227051
	Iteration 28Q: 3 clusters Score -3395086 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25718 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -3395088.000000 Penalty: 3315.227051
	Iteration 29Q: 3 clusters Score -3395088 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25718 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -3395091.500000 Penalty: 3315.227051
	Iteration 30Q: 3 clusters Score -3395092 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25716 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -3395092.750000 Penalty: 3315.227051
	Iteration 31Q: 3 clusters Score -3395093 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25714 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -3395093.750000 Penalty: 3315.227051
	Iteration 32Q: 3 clusters Score -3395094 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25714 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -3395093.750000 Penalty: 3315.227051
	Iteration 33F: 3 clusters Score -3395094 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (42896 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42896 members 
Entering Unmasked Estep 
Score: -5412949.500000 Penalty: 1733.311646
	Iteration 0F: 2 clusters Score -5412950 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21327 members 
Mstep: Class 2 contains 21569 members 
Entering Unmasked Estep 
Score: -5384239.500000 Penalty: 3466.623291
	Iteration 0F: 3 clusters Score -5384240 nChanged 20038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20599 members 
Mstep: Class 2 contains 22297 members 
Entering Unmasked Estep 
Score: -5395922.000000 Penalty: 3466.623291
	Iteration 1F: 3 clusters Score -5395922 nChanged 2044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20387 members 
Mstep: Class 2 contains 22509 members 
Entering Unmasked Estep 
Score: -5396750.000000 Penalty: 3466.623291
	Iteration 2Q: 3 clusters Score -5396750 nChanged 2095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20174 members 
Mstep: Class 2 contains 22722 members 
Entering Unmasked Estep 
Score: -5397622.000000 Penalty: 3466.623291
	Iteration 3Q: 3 clusters Score -5397622 nChanged 2105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19959 members 
Mstep: Class 2 contains 22937 members 
Entering Unmasked Estep 
Score: -5398521.500000 Penalty: 3466.623291
	Iteration 4Q: 3 clusters Score -5398522 nChanged 2047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19732 members 
Mstep: Class 2 contains 23164 members 
Entering Unmasked Estep 
Score: -5399430.000000 Penalty: 3466.623291
	Iteration 5Q: 3 clusters Score -5399430 nChanged 2060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19490 members 
Mstep: Class 2 contains 23406 members 
Entering Unmasked Estep 
Score: -5400350.000000 Penalty: 3466.623291
	Iteration 6Q: 3 clusters Score -5400350 nChanged 1958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19112 members 
Mstep: Class 2 contains 23784 members 
Entering Unmasked Estep 
Score: -5401280.000000 Penalty: 3466.623291
	Iteration 7Q: 3 clusters Score -5401280 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18639 members 
Mstep: Class 2 contains 24257 members 
Entering Unmasked Estep 
Score: -5402073.500000 Penalty: 3466.623291
	Iteration 8Q: 3 clusters Score -5402074 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18051 members 
Mstep: Class 2 contains 24845 members 
Entering Unmasked Estep 
Score: -5402839.500000 Penalty: 3466.623291
	Iteration 9Q: 3 clusters Score -5402840 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17361 members 
Mstep: Class 2 contains 25535 members 
Entering Unmasked Estep 
Score: -5403410.500000 Penalty: 3466.623291
	Iteration 10Q: 3 clusters Score -5403410 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16588 members 
Mstep: Class 2 contains 26308 members 
Entering Unmasked Estep 
Score: -5403966.000000 Penalty: 3466.623291
	Iteration 11Q: 3 clusters Score -5403966 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15588 members 
Mstep: Class 2 contains 27308 members 
Entering Unmasked Estep 
Score: -5404498.500000 Penalty: 3466.623291
	Iteration 12Q: 3 clusters Score -5404498 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14446 members 
Mstep: Class 2 contains 28450 members 
Entering Unmasked Estep 
Score: -5405135.500000 Penalty: 3466.623291
	Iteration 13Q: 3 clusters Score -5405136 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13182 members 
Mstep: Class 2 contains 29714 members 
Entering Unmasked Estep 
Score: -5405888.500000 Penalty: 3466.623291
	Iteration 14Q: 3 clusters Score -5405888 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11891 members 
Mstep: Class 2 contains 31005 members 
Entering Unmasked Estep 
Score: -5406903.000000 Penalty: 3466.623291
	Iteration 15Q: 3 clusters Score -5406903 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10696 members 
Mstep: Class 2 contains 32200 members 
Entering Unmasked Estep 
Score: -5408193.500000 Penalty: 3466.623291
	Iteration 16Q: 3 clusters Score -5408194 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9866 members 
Mstep: Class 2 contains 33030 members 
Entering Unmasked Estep 
Score: -5409195.000000 Penalty: 3466.623291
	Iteration 17Q: 3 clusters Score -5409195 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9381 members 
Mstep: Class 2 contains 33515 members 
Entering Unmasked Estep 
Score: -5409767.000000 Penalty: 3466.623291
	Iteration 18Q: 3 clusters Score -5409767 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9114 members 
Mstep: Class 2 contains 33782 members 
Entering Unmasked Estep 
Score: -5410183.500000 Penalty: 3466.623291
	Iteration 19Q: 3 clusters Score -5410184 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9022 members 
Mstep: Class 2 contains 33874 members 
Entering Unmasked Estep 
Score: -5410528.000000 Penalty: 3466.623291
	Iteration 20F: 3 clusters Score -5410528 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9059 members 
Mstep: Class 2 contains 33837 members 
Entering Unmasked Estep 
Score: -5410824.000000 Penalty: 3466.623291
	Iteration 21Q: 3 clusters Score -5410824 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9255 members 
Mstep: Class 2 contains 33641 members 
Entering Unmasked Estep 
Score: -5411142.000000 Penalty: 3466.623291
	Iteration 22Q: 3 clusters Score -5411142 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9570 members 
Mstep: Class 2 contains 33326 members 
Entering Unmasked Estep 
Score: -5411516.500000 Penalty: 3466.623291
	Iteration 23Q: 3 clusters Score -5411516 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10002 members 
Mstep: Class 2 contains 32894 members 
Entering Unmasked Estep 
Score: -5411797.000000 Penalty: 3466.623291
	Iteration 24Q: 3 clusters Score -5411797 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10468 members 
Mstep: Class 2 contains 32428 members 
Entering Unmasked Estep 
Score: -5412062.500000 Penalty: 3466.623291
	Iteration 25Q: 3 clusters Score -5412062 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10948 members 
Mstep: Class 2 contains 31948 members 
Entering Unmasked Estep 
Score: -5412275.000000 Penalty: 3466.623291
	Iteration 26Q: 3 clusters Score -5412275 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11462 members 
Mstep: Class 2 contains 31434 members 
Entering Unmasked Estep 
Score: -5412465.000000 Penalty: 3466.623291
	Iteration 27Q: 3 clusters Score -5412465 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11971 members 
Mstep: Class 2 contains 30925 members 
Entering Unmasked Estep 
Score: -5412654.500000 Penalty: 3466.623291
	Iteration 28Q: 3 clusters Score -5412654 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12475 members 
Mstep: Class 2 contains 30421 members 
Entering Unmasked Estep 
Score: -5412833.500000 Penalty: 3466.623291
	Iteration 29Q: 3 clusters Score -5412834 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12980 members 
Mstep: Class 2 contains 29916 members 
Entering Unmasked Estep 
Score: -5413009.500000 Penalty: 3466.623291
	Iteration 30Q: 3 clusters Score -5413010 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13470 members 
Mstep: Class 2 contains 29426 members 
Entering Unmasked Estep 
Score: -5413160.500000 Penalty: 3466.623291
	Iteration 31Q: 3 clusters Score -5413160 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13991 members 
Mstep: Class 2 contains 28905 members 
Entering Unmasked Estep 
Score: -5413372.500000 Penalty: 3466.623291
	Iteration 32Q: 3 clusters Score -5413372 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14448 members 
Mstep: Class 2 contains 28448 members 
Entering Unmasked Estep 
Score: -5413548.000000 Penalty: 3466.623291
	Iteration 33Q: 3 clusters Score -5413548 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14900 members 
Mstep: Class 2 contains 27996 members 
Entering Unmasked Estep 
Score: -5413702.000000 Penalty: 3466.623291
	Iteration 34Q: 3 clusters Score -5413702 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15358 members 
Mstep: Class 2 contains 27538 members 
Entering Unmasked Estep 
Score: -5413877.500000 Penalty: 3466.623291
	Iteration 35Q: 3 clusters Score -5413878 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15792 members 
Mstep: Class 2 contains 27104 members 
Entering Unmasked Estep 
Score: -5414049.500000 Penalty: 3466.623291
	Iteration 36Q: 3 clusters Score -5414050 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16183 members 
Mstep: Class 2 contains 26713 members 
Entering Unmasked Estep 
Score: -5414164.500000 Penalty: 3466.623291
	Iteration 37Q: 3 clusters Score -5414164 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16560 members 
Mstep: Class 2 contains 26336 members 
Entering Unmasked Estep 
Score: -5414289.000000 Penalty: 3466.623291
	Iteration 38Q: 3 clusters Score -5414289 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16955 members 
Mstep: Class 2 contains 25941 members 
Entering Unmasked Estep 
Score: -5414466.500000 Penalty: 3466.623291
	Iteration 39Q: 3 clusters Score -5414466 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17349 members 
Mstep: Class 2 contains 25547 members 
Entering Unmasked Estep 
Score: -5414600.500000 Penalty: 3466.623291
	Iteration 40F: 3 clusters Score -5414600 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17752 members 
Mstep: Class 2 contains 25144 members 
Entering Unmasked Estep 
Score: -5414727.500000 Penalty: 3466.623291
	Iteration 41Q: 3 clusters Score -5414728 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18126 members 
Mstep: Class 2 contains 24770 members 
Entering Unmasked Estep 
Score: -5414828.500000 Penalty: 3466.623291
	Iteration 42Q: 3 clusters Score -5414828 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18427 members 
Mstep: Class 2 contains 24469 members 
Entering Unmasked Estep 
Score: -5414880.500000 Penalty: 3466.623291
	Iteration 43Q: 3 clusters Score -5414880 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18673 members 
Mstep: Class 2 contains 24223 members 
Entering Unmasked Estep 
Score: -5414935.000000 Penalty: 3466.623291
	Iteration 44Q: 3 clusters Score -5414935 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18899 members 
Mstep: Class 2 contains 23997 members 
Entering Unmasked Estep 
Score: -5414953.500000 Penalty: 3466.623291
	Iteration 45Q: 3 clusters Score -5414954 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19103 members 
Mstep: Class 2 contains 23793 members 
Entering Unmasked Estep 
Score: -5415005.500000 Penalty: 3466.623291
	Iteration 46Q: 3 clusters Score -5415006 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19249 members 
Mstep: Class 2 contains 23647 members 
Entering Unmasked Estep 
Score: -5415023.500000 Penalty: 3466.623291
	Iteration 47Q: 3 clusters Score -5415024 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19376 members 
Mstep: Class 2 contains 23520 members 
Entering Unmasked Estep 
Score: -5415024.000000 Penalty: 3466.623291
	Iteration 48Q: 3 clusters Score -5415024 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19454 members 
Mstep: Class 2 contains 23442 members 
Entering Unmasked Estep 
Score: -5415041.500000 Penalty: 3466.623291
	Iteration 49Q: 3 clusters Score -5415042 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19524 members 
Mstep: Class 2 contains 23372 members 
Entering Unmasked Estep 
Score: -5415042.500000 Penalty: 3466.623291
	Iteration 50Q: 3 clusters Score -5415042 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19576 members 
Mstep: Class 2 contains 23320 members 
Entering Unmasked Estep 
Score: -5415054.500000 Penalty: 3466.623291
	Iteration 51Q: 3 clusters Score -5415054 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19624 members 
Mstep: Class 2 contains 23272 members 
Entering Unmasked Estep 
Score: -5415053.500000 Penalty: 3466.623291
	Iteration 52Q: 3 clusters Score -5415054 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19672 members 
Mstep: Class 2 contains 23224 members 
Entering Unmasked Estep 
Score: -5415058.500000 Penalty: 3466.623291
	Iteration 53Q: 3 clusters Score -5415058 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19700 members 
Mstep: Class 2 contains 23196 members 
Entering Unmasked Estep 
Score: -5415057.500000 Penalty: 3466.623291
	Iteration 54Q: 3 clusters Score -5415058 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19719 members 
Mstep: Class 2 contains 23177 members 
Entering Unmasked Estep 
Score: -5415059.500000 Penalty: 3466.623291
	Iteration 55Q: 3 clusters Score -5415060 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19739 members 
Mstep: Class 2 contains 23157 members 
Entering Unmasked Estep 
Score: -5415064.000000 Penalty: 3466.623291
	Iteration 56Q: 3 clusters Score -5415064 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19748 members 
Mstep: Class 2 contains 23148 members 
Entering Unmasked Estep 
Score: -5415064.000000 Penalty: 3466.623291
	Iteration 57Q: 3 clusters Score -5415064 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19756 members 
Mstep: Class 2 contains 23140 members 
Entering Unmasked Estep 
Score: -5415063.000000 Penalty: 3466.623291
	Iteration 58Q: 3 clusters Score -5415063 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19765 members 
Mstep: Class 2 contains 23131 members 
Entering Unmasked Estep 
Score: -5415066.500000 Penalty: 3466.623291
	Iteration 59Q: 3 clusters Score -5415066 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19770 members 
Mstep: Class 2 contains 23126 members 
Entering Unmasked Estep 
Score: -5415067.000000 Penalty: 3466.623291
	Iteration 60F: 3 clusters Score -5415067 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19775 members 
Mstep: Class 2 contains 23121 members 
Entering Unmasked Estep 
Score: -5415061.000000 Penalty: 3466.623291
	Iteration 61Q: 3 clusters Score -5415061 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19778 members 
Mstep: Class 2 contains 23118 members 
Entering Unmasked Estep 
Score: -5415065.000000 Penalty: 3466.623291
	Iteration 62Q: 3 clusters Score -5415065 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19779 members 
Mstep: Class 2 contains 23117 members 
Entering Unmasked Estep 
Score: -5415058.000000 Penalty: 3466.623291
	Iteration 63Q: 3 clusters Score -5415058 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19781 members 
Mstep: Class 2 contains 23115 members 
Entering Unmasked Estep 
Score: -5415055.500000 Penalty: 3466.623291
	Iteration 64Q: 3 clusters Score -5415056 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19785 members 
Mstep: Class 2 contains 23111 members 
Entering Unmasked Estep 
Score: -5415062.000000 Penalty: 3466.623291
	Iteration 65Q: 3 clusters Score -5415062 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19786 members 
Mstep: Class 2 contains 23110 members 
Entering Unmasked Estep 
Score: -5415063.500000 Penalty: 3466.623291
	Iteration 66Q: 3 clusters Score -5415064 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19786 members 
Mstep: Class 2 contains 23110 members 
Entering Unmasked Estep 
Score: -5415063.500000 Penalty: 3466.623291
	Iteration 67F: 3 clusters Score -5415064 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 13712 members 
Mstep: Class 2 contains 27386 members 
Mstep: Class 3 contains 55520 members 
Mstep: Class 4 contains 7987 members 
Mstep: Class 5 contains 2097 members 
Mstep: Class 6 contains 3784 members 
Mstep: Class 7 contains 74747 members 
Mstep: Class 8 contains 26922 members 
Mstep: Class 9 contains 19786 members 
Mstep: Class 10 contains 35998 members 
Mstep: Class 11 contains 46369 members 
Mstep: Class 12 contains 12221 members 
Mstep: Class 13 contains 17817 members 
Mstep: Class 14 contains 19215 members 
Mstep: Class 15 contains 493 members 
Mstep: Class 16 contains 8897 members 
Mstep: Class 17 contains 6439 members 
Mstep: Class 18 contains 14068 members 
Mstep: Class 19 contains 3186 members 
Mstep: Class 20 contains 32239 members 
Mstep: Class 21 contains 37014 members 
Mstep: Class 22 contains 24115 members 
Mstep: Class 23 contains 18158 members 
Mstep: Class 24 contains 33168 members 
Mstep: Class 25 contains 15537 members 
Mstep: Class 26 contains 10333 members 
Mstep: Class 27 contains 4968 members 
Mstep: Class 28 contains 30081 members 
Mstep: Class 29 contains 5280 members 
Mstep: Class 30 contains 1753 members 
Mstep: Class 31 contains 3394 members 
Mstep: Class 32 contains 2793 members 
Mstep: Class 33 contains 16933 members 
Mstep: Class 34 contains 4263 members 
Mstep: Class 35 contains 150986 members 
Mstep: Class 36 contains 8028 members 
Mstep: Class 37 contains 1777 members 
Mstep: Class 38 contains 23110 members 
Entering Unmasked Estep 
Score: -100277288.000000 Penalty: 84090.093750
Splitting cluster 9 changes total score from -100274640.000000 to -100277288.000000
So it's getting split into cluster 38.
Entering ConstructFrom: 
Trying to split cluster 10 (35998 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35998 members 
Entering Unmasked Estep 
Score: -4318970.500000 Penalty: 1704.822998
	Iteration 0F: 2 clusters Score -4318970 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18112 members 
Mstep: Class 2 contains 17886 members 
Entering Unmasked Estep 
Score: -4294809.500000 Penalty: 3409.645996
	Iteration 0F: 3 clusters Score -4294810 nChanged 16734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19382 members 
Mstep: Class 2 contains 16616 members 
Entering Unmasked Estep 
Score: -4304610.000000 Penalty: 3409.645996
	Iteration 1F: 3 clusters Score -4304610 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20061 members 
Mstep: Class 2 contains 15937 members 
Entering Unmasked Estep 
Score: -4305329.000000 Penalty: 3409.645996
	Iteration 2Q: 3 clusters Score -4305329 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21030 members 
Mstep: Class 2 contains 14968 members 
Entering Unmasked Estep 
Score: -4306091.500000 Penalty: 3409.645996
	Iteration 3F: 3 clusters Score -4306092 nChanged 1842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22290 members 
Mstep: Class 2 contains 13708 members 
Entering Unmasked Estep 
Score: -4307004.000000 Penalty: 3409.645996
	Iteration 4F: 3 clusters Score -4307004 nChanged 2034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23948 members 
Mstep: Class 2 contains 12050 members 
Entering Unmasked Estep 
Score: -4308204.500000 Penalty: 3409.645996
	Iteration 5F: 3 clusters Score -4308204 nChanged 2167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25919 members 
Mstep: Class 2 contains 10079 members 
Entering Unmasked Estep 
Score: -4309729.500000 Penalty: 3409.645996
	Iteration 6F: 3 clusters Score -4309730 nChanged 2274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28093 members 
Mstep: Class 2 contains 7905 members 
Entering Unmasked Estep 
Score: -4311492.000000 Penalty: 3409.645996
	Iteration 7F: 3 clusters Score -4311492 nChanged 2152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30219 members 
Mstep: Class 2 contains 5779 members 
Entering Unmasked Estep 
Score: -4313317.000000 Penalty: 3409.645996
	Iteration 8F: 3 clusters Score -4313317 nChanged 1888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32089 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -4314839.000000 Penalty: 3409.645996
	Iteration 9F: 3 clusters Score -4314839 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33448 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -4315971.000000 Penalty: 3409.645996
	Iteration 10Q: 3 clusters Score -4315971 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34357 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -4316688.000000 Penalty: 3409.645996
	Iteration 11Q: 3 clusters Score -4316688 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34909 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -4317146.000000 Penalty: 3409.645996
	Iteration 12Q: 3 clusters Score -4317146 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35219 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -4317382.000000 Penalty: 3409.645996
	Iteration 13Q: 3 clusters Score -4317382 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35381 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -4317513.500000 Penalty: 3409.645996
	Iteration 14Q: 3 clusters Score -4317514 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35460 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -4317575.000000 Penalty: 3409.645996
	Iteration 15Q: 3 clusters Score -4317575 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35513 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -4317620.500000 Penalty: 3409.645996
	Iteration 16Q: 3 clusters Score -4317620 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35550 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -4317653.000000 Penalty: 3409.645996
	Iteration 17Q: 3 clusters Score -4317653 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35583 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -4317681.500000 Penalty: 3409.645996
	Iteration 18Q: 3 clusters Score -4317682 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35608 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -4317707.000000 Penalty: 3409.645996
	Iteration 19Q: 3 clusters Score -4317707 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35624 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -4317719.500000 Penalty: 3409.645996
	Iteration 20F: 3 clusters Score -4317720 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35640 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -4317731.500000 Penalty: 3409.645996
	Iteration 21Q: 3 clusters Score -4317732 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35652 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -4317746.500000 Penalty: 3409.645996
	Iteration 22Q: 3 clusters Score -4317746 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35655 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -4317751.500000 Penalty: 3409.645996
	Iteration 23Q: 3 clusters Score -4317752 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35655 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -4317763.000000 Penalty: 3409.645996
	Iteration 24Q: 3 clusters Score -4317763 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35654 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -4317769.500000 Penalty: 3409.645996
	Iteration 25Q: 3 clusters Score -4317770 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35656 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -4317770.000000 Penalty: 3409.645996
	Iteration 26Q: 3 clusters Score -4317770 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35661 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -4317772.000000 Penalty: 3409.645996
	Iteration 27Q: 3 clusters Score -4317772 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35664 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -4317772.000000 Penalty: 3409.645996
	Iteration 28Q: 3 clusters Score -4317772 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35664 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -4317774.500000 Penalty: 3409.645996
	Iteration 29Q: 3 clusters Score -4317774 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35661 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -4317777.500000 Penalty: 3409.645996
	Iteration 30Q: 3 clusters Score -4317778 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35659 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -4317774.000000 Penalty: 3409.645996
	Iteration 31Q: 3 clusters Score -4317774 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35658 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -4317776.000000 Penalty: 3409.645996
	Iteration 32Q: 3 clusters Score -4317776 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35658 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -4317776.000000 Penalty: 3409.645996
	Iteration 33F: 3 clusters Score -4317776 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (46369 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46369 members 
Entering Unmasked Estep 
Score: -5837618.500000 Penalty: 1745.962891
	Iteration 0F: 2 clusters Score -5837618 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23223 members 
Mstep: Class 2 contains 23146 members 
Entering Unmasked Estep 
Score: -5806713.000000 Penalty: 3491.925781
	Iteration 0F: 3 clusters Score -5806713 nChanged 21656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23555 members 
Mstep: Class 2 contains 22814 members 
Entering Unmasked Estep 
Score: -5818949.000000 Penalty: 3491.925781
	Iteration 1F: 3 clusters Score -5818949 nChanged 2066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23791 members 
Mstep: Class 2 contains 22578 members 
Entering Unmasked Estep 
Score: -5819837.000000 Penalty: 3491.925781
	Iteration 2Q: 3 clusters Score -5819837 nChanged 2458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24403 members 
Mstep: Class 2 contains 21966 members 
Entering Unmasked Estep 
Score: -5821182.000000 Penalty: 3491.925781
	Iteration 3F: 3 clusters Score -5821182 nChanged 2899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25576 members 
Mstep: Class 2 contains 20793 members 
Entering Unmasked Estep 
Score: -5822771.500000 Penalty: 3491.925781
	Iteration 4F: 3 clusters Score -5822772 nChanged 3148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27218 members 
Mstep: Class 2 contains 19151 members 
Entering Unmasked Estep 
Score: -5824525.500000 Penalty: 3491.925781
	Iteration 5F: 3 clusters Score -5824526 nChanged 3126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29104 members 
Mstep: Class 2 contains 17265 members 
Entering Unmasked Estep 
Score: -5826314.000000 Penalty: 3491.925781
	Iteration 6F: 3 clusters Score -5826314 nChanged 2863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31109 members 
Mstep: Class 2 contains 15260 members 
Entering Unmasked Estep 
Score: -5828014.500000 Penalty: 3491.925781
	Iteration 7F: 3 clusters Score -5828014 nChanged 2465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32992 members 
Mstep: Class 2 contains 13377 members 
Entering Unmasked Estep 
Score: -5829421.500000 Penalty: 3491.925781
	Iteration 8F: 3 clusters Score -5829422 nChanged 2126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34772 members 
Mstep: Class 2 contains 11597 members 
Entering Unmasked Estep 
Score: -5830608.500000 Penalty: 3491.925781
	Iteration 9Q: 3 clusters Score -5830608 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36377 members 
Mstep: Class 2 contains 9992 members 
Entering Unmasked Estep 
Score: -5831608.500000 Penalty: 3491.925781
	Iteration 10Q: 3 clusters Score -5831608 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37870 members 
Mstep: Class 2 contains 8499 members 
Entering Unmasked Estep 
Score: -5832540.000000 Penalty: 3491.925781
	Iteration 11Q: 3 clusters Score -5832540 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39303 members 
Mstep: Class 2 contains 7066 members 
Entering Unmasked Estep 
Score: -5833542.500000 Penalty: 3491.925781
	Iteration 12Q: 3 clusters Score -5833542 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40698 members 
Mstep: Class 2 contains 5671 members 
Entering Unmasked Estep 
Score: -5834641.500000 Penalty: 3491.925781
	Iteration 13Q: 3 clusters Score -5834642 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41843 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -5835559.000000 Penalty: 3491.925781
	Iteration 14Q: 3 clusters Score -5835559 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42689 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -5836341.500000 Penalty: 3491.925781
	Iteration 15Q: 3 clusters Score -5836342 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43253 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -5836867.000000 Penalty: 3491.925781
	Iteration 16Q: 3 clusters Score -5836867 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43609 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -5837139.500000 Penalty: 3491.925781
	Iteration 17Q: 3 clusters Score -5837140 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43870 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -5837341.000000 Penalty: 3491.925781
	Iteration 18Q: 3 clusters Score -5837341 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44052 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -5837476.000000 Penalty: 3491.925781
	Iteration 19Q: 3 clusters Score -5837476 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44182 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -5837564.500000 Penalty: 3491.925781
	Iteration 20F: 3 clusters Score -5837564 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44288 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -5837618.000000 Penalty: 3491.925781
	Iteration 21Q: 3 clusters Score -5837618 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44361 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -5837651.500000 Penalty: 3491.925781
	Iteration 22Q: 3 clusters Score -5837652 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44425 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -5837674.500000 Penalty: 3491.925781
	Iteration 23Q: 3 clusters Score -5837674 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44465 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -5837687.500000 Penalty: 3491.925781
	Iteration 24Q: 3 clusters Score -5837688 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44496 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -5837702.000000 Penalty: 3491.925781
	Iteration 25Q: 3 clusters Score -5837702 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44528 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -5837713.500000 Penalty: 3491.925781
	Iteration 26Q: 3 clusters Score -5837714 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44547 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -5837726.000000 Penalty: 3491.925781
	Iteration 27Q: 3 clusters Score -5837726 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44565 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -5837725.000000 Penalty: 3491.925781
	Iteration 28Q: 3 clusters Score -5837725 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44582 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -5837733.000000 Penalty: 3491.925781
	Iteration 29Q: 3 clusters Score -5837733 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44587 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -5837732.000000 Penalty: 3491.925781
	Iteration 30Q: 3 clusters Score -5837732 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44597 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -5837724.500000 Penalty: 3491.925781
	Iteration 31Q: 3 clusters Score -5837724 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44608 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -5837738.000000 Penalty: 3491.925781
	Iteration 32Q: 3 clusters Score -5837738 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44625 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -5837744.000000 Penalty: 3491.925781
	Iteration 33Q: 3 clusters Score -5837744 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44638 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -5837749.500000 Penalty: 3491.925781
	Iteration 34Q: 3 clusters Score -5837750 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44650 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -5837755.000000 Penalty: 3491.925781
	Iteration 35Q: 3 clusters Score -5837755 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44658 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -5837762.000000 Penalty: 3491.925781
	Iteration 36Q: 3 clusters Score -5837762 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44667 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -5837758.500000 Penalty: 3491.925781
	Iteration 37Q: 3 clusters Score -5837758 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44677 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -5837769.500000 Penalty: 3491.925781
	Iteration 38Q: 3 clusters Score -5837770 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44689 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -5837768.500000 Penalty: 3491.925781
	Iteration 39Q: 3 clusters Score -5837768 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44701 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -5837772.500000 Penalty: 3491.925781
	Iteration 40F: 3 clusters Score -5837772 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44706 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -5837780.000000 Penalty: 3491.925781
	Iteration 41Q: 3 clusters Score -5837780 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44714 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -5837782.500000 Penalty: 3491.925781
	Iteration 42Q: 3 clusters Score -5837782 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44720 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -5837786.500000 Penalty: 3491.925781
	Iteration 43Q: 3 clusters Score -5837786 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44724 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -5837780.500000 Penalty: 3491.925781
	Iteration 44Q: 3 clusters Score -5837780 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44728 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -5837792.500000 Penalty: 3491.925781
	Iteration 45Q: 3 clusters Score -5837792 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44729 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -5837791.500000 Penalty: 3491.925781
	Iteration 46Q: 3 clusters Score -5837792 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44731 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -5837789.500000 Penalty: 3491.925781
	Iteration 47Q: 3 clusters Score -5837790 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44736 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -5837783.500000 Penalty: 3491.925781
	Iteration 48Q: 3 clusters Score -5837784 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44738 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -5837784.000000 Penalty: 3491.925781
	Iteration 49Q: 3 clusters Score -5837784 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44740 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -5837785.000000 Penalty: 3491.925781
	Iteration 50Q: 3 clusters Score -5837785 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44741 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -5837784.000000 Penalty: 3491.925781
	Iteration 51Q: 3 clusters Score -5837784 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44744 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -5837792.000000 Penalty: 3491.925781
	Iteration 52Q: 3 clusters Score -5837792 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44745 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -5837788.000000 Penalty: 3491.925781
	Iteration 53Q: 3 clusters Score -5837788 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44747 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -5837789.000000 Penalty: 3491.925781
	Iteration 54Q: 3 clusters Score -5837789 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44748 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -5837786.500000 Penalty: 3491.925781
	Iteration 55Q: 3 clusters Score -5837786 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44750 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -5837790.500000 Penalty: 3491.925781
	Iteration 56Q: 3 clusters Score -5837790 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44754 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -5837787.500000 Penalty: 3491.925781
	Iteration 57Q: 3 clusters Score -5837788 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44756 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -5837785.000000 Penalty: 3491.925781
	Iteration 58Q: 3 clusters Score -5837785 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44755 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -5837785.500000 Penalty: 3491.925781
	Iteration 59Q: 3 clusters Score -5837786 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44755 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -5837785.500000 Penalty: 3491.925781
	Iteration 60F: 3 clusters Score -5837786 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 13712 members 
Mstep: Class 2 contains 27386 members 
Mstep: Class 3 contains 55520 members 
Mstep: Class 4 contains 7987 members 
Mstep: Class 5 contains 2097 members 
Mstep: Class 6 contains 3784 members 
Mstep: Class 7 contains 74747 members 
Mstep: Class 8 contains 26922 members 
Mstep: Class 9 contains 19786 members 
Mstep: Class 10 contains 35998 members 
Mstep: Class 11 contains 44755 members 
Mstep: Class 12 contains 12221 members 
Mstep: Class 13 contains 17817 members 
Mstep: Class 14 contains 19215 members 
Mstep: Class 15 contains 493 members 
Mstep: Class 16 contains 8897 members 
Mstep: Class 17 contains 6439 members 
Mstep: Class 18 contains 14068 members 
Mstep: Class 19 contains 3186 members 
Mstep: Class 20 contains 32239 members 
Mstep: Class 21 contains 37014 members 
Mstep: Class 22 contains 24115 members 
Mstep: Class 23 contains 18158 members 
Mstep: Class 24 contains 33168 members 
Mstep: Class 25 contains 15537 members 
Mstep: Class 26 contains 10333 members 
Mstep: Class 27 contains 4968 members 
Mstep: Class 28 contains 30081 members 
Mstep: Class 29 contains 5280 members 
Mstep: Class 30 contains 1753 members 
Mstep: Class 31 contains 3394 members 
Mstep: Class 32 contains 2793 members 
Mstep: Class 33 contains 16933 members 
Mstep: Class 34 contains 4263 members 
Mstep: Class 35 contains 150986 members 
Mstep: Class 36 contains 8028 members 
Mstep: Class 37 contains 1777 members 
Mstep: Class 38 contains 23110 members 
Mstep: Class 39 contains 1614 members 
Entering Unmasked Estep 
Score: -100277072.000000 Penalty: 86302.984375
Splitting cluster 11 changes total score from -100274640.000000 to -100277072.000000
So it's getting split into cluster 39.
Entering ConstructFrom: 
Trying to split cluster 12 (12221 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12221 members 
Entering Unmasked Estep 
Score: -1547779.375000 Penalty: 1529.272949
	Iteration 0F: 2 clusters Score -1547779 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6115 members 
Mstep: Class 2 contains 6106 members 
Entering Unmasked Estep 
Score: -1539314.375000 Penalty: 3058.545898
	Iteration 0F: 3 clusters Score -1539314 nChanged 5307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6024 members 
Mstep: Class 2 contains 6197 members 
Entering Unmasked Estep 
Score: -1542257.000000 Penalty: 3058.545898
	Iteration 1F: 3 clusters Score -1542257 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5954 members 
Mstep: Class 2 contains 6267 members 
Entering Unmasked Estep 
Score: -1542591.000000 Penalty: 3058.545898
	Iteration 2F: 3 clusters Score -1542591 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5810 members 
Mstep: Class 2 contains 6411 members 
Entering Unmasked Estep 
Score: -1542876.500000 Penalty: 3058.545898
	Iteration 3F: 3 clusters Score -1542876 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5613 members 
Mstep: Class 2 contains 6608 members 
Entering Unmasked Estep 
Score: -1543136.125000 Penalty: 3058.545898
	Iteration 4Q: 3 clusters Score -1543136 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 6836 members 
Entering Unmasked Estep 
Score: -1543391.000000 Penalty: 3058.545898
	Iteration 5Q: 3 clusters Score -1543391 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 7127 members 
Entering Unmasked Estep 
Score: -1543656.250000 Penalty: 3058.545898
	Iteration 6Q: 3 clusters Score -1543656 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 7504 members 
Entering Unmasked Estep 
Score: -1543948.875000 Penalty: 3058.545898
	Iteration 7Q: 3 clusters Score -1543949 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 7960 members 
Entering Unmasked Estep 
Score: -1544310.375000 Penalty: 3058.545898
	Iteration 8Q: 3 clusters Score -1544310 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 8443 members 
Entering Unmasked Estep 
Score: -1544698.375000 Penalty: 3058.545898
	Iteration 9F: 3 clusters Score -1544698 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 8910 members 
Entering Unmasked Estep 
Score: -1545065.750000 Penalty: 3058.545898
	Iteration 10Q: 3 clusters Score -1545066 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 9376 members 
Entering Unmasked Estep 
Score: -1545421.625000 Penalty: 3058.545898
	Iteration 11Q: 3 clusters Score -1545422 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 9788 members 
Entering Unmasked Estep 
Score: -1545693.000000 Penalty: 3058.545898
	Iteration 12Q: 3 clusters Score -1545693 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 10135 members 
Entering Unmasked Estep 
Score: -1545915.750000 Penalty: 3058.545898
	Iteration 13Q: 3 clusters Score -1545916 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 10418 members 
Entering Unmasked Estep 
Score: -1546082.250000 Penalty: 3058.545898
	Iteration 14Q: 3 clusters Score -1546082 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 10640 members 
Entering Unmasked Estep 
Score: -1546197.375000 Penalty: 3058.545898
	Iteration 15Q: 3 clusters Score -1546197 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 10805 members 
Entering Unmasked Estep 
Score: -1546282.625000 Penalty: 3058.545898
	Iteration 16Q: 3 clusters Score -1546283 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 10941 members 
Entering Unmasked Estep 
Score: -1546351.375000 Penalty: 3058.545898
	Iteration 17Q: 3 clusters Score -1546351 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 11040 members 
Entering Unmasked Estep 
Score: -1546400.750000 Penalty: 3058.545898
	Iteration 18Q: 3 clusters Score -1546401 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 11127 members 
Entering Unmasked Estep 
Score: -1546441.500000 Penalty: 3058.545898
	Iteration 19Q: 3 clusters Score -1546442 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 11188 members 
Entering Unmasked Estep 
Score: -1546466.125000 Penalty: 3058.545898
	Iteration 20F: 3 clusters Score -1546466 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 11240 members 
Entering Unmasked Estep 
Score: -1546487.625000 Penalty: 3058.545898
	Iteration 21Q: 3 clusters Score -1546488 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 11299 members 
Entering Unmasked Estep 
Score: -1546518.500000 Penalty: 3058.545898
	Iteration 22Q: 3 clusters Score -1546518 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 11350 members 
Entering Unmasked Estep 
Score: -1546552.750000 Penalty: 3058.545898
	Iteration 23Q: 3 clusters Score -1546553 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 11392 members 
Entering Unmasked Estep 
Score: -1546571.500000 Penalty: 3058.545898
	Iteration 24Q: 3 clusters Score -1546572 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 11425 members 
Entering Unmasked Estep 
Score: -1546587.875000 Penalty: 3058.545898
	Iteration 25Q: 3 clusters Score -1546588 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 11455 members 
Entering Unmasked Estep 
Score: -1546604.875000 Penalty: 3058.545898
	Iteration 26Q: 3 clusters Score -1546605 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 11476 members 
Entering Unmasked Estep 
Score: -1546620.625000 Penalty: 3058.545898
	Iteration 27Q: 3 clusters Score -1546621 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 11491 members 
Entering Unmasked Estep 
Score: -1546628.500000 Penalty: 3058.545898
	Iteration 28Q: 3 clusters Score -1546628 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 11509 members 
Entering Unmasked Estep 
Score: -1546637.375000 Penalty: 3058.545898
	Iteration 29Q: 3 clusters Score -1546637 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 11518 members 
Entering Unmasked Estep 
Score: -1546639.625000 Penalty: 3058.545898
	Iteration 30Q: 3 clusters Score -1546640 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 11527 members 
Entering Unmasked Estep 
Score: -1546646.000000 Penalty: 3058.545898
	Iteration 31Q: 3 clusters Score -1546646 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 11540 members 
Entering Unmasked Estep 
Score: -1546653.750000 Penalty: 3058.545898
	Iteration 32Q: 3 clusters Score -1546654 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 11557 members 
Entering Unmasked Estep 
Score: -1546663.375000 Penalty: 3058.545898
	Iteration 33Q: 3 clusters Score -1546663 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 11575 members 
Entering Unmasked Estep 
Score: -1546676.875000 Penalty: 3058.545898
	Iteration 34Q: 3 clusters Score -1546677 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 11590 members 
Entering Unmasked Estep 
Score: -1546682.750000 Penalty: 3058.545898
	Iteration 35Q: 3 clusters Score -1546683 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 11597 members 
Entering Unmasked Estep 
Score: -1546687.000000 Penalty: 3058.545898
	Iteration 36Q: 3 clusters Score -1546687 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 11603 members 
Entering Unmasked Estep 
Score: -1546692.125000 Penalty: 3058.545898
	Iteration 37Q: 3 clusters Score -1546692 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 11609 members 
Entering Unmasked Estep 
Score: -1546695.125000 Penalty: 3058.545898
	Iteration 38Q: 3 clusters Score -1546695 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 11612 members 
Entering Unmasked Estep 
Score: -1546698.875000 Penalty: 3058.545898
	Iteration 39Q: 3 clusters Score -1546699 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 11614 members 
Entering Unmasked Estep 
Score: -1546701.750000 Penalty: 3058.545898
	Iteration 40F: 3 clusters Score -1546702 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 11617 members 
Entering Unmasked Estep 
Score: -1546699.375000 Penalty: 3058.545898
	Iteration 41Q: 3 clusters Score -1546699 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 11620 members 
Entering Unmasked Estep 
Score: -1546700.000000 Penalty: 3058.545898
	Iteration 42Q: 3 clusters Score -1546700 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 11620 members 
Entering Unmasked Estep 
Score: -1546700.000000 Penalty: 3058.545898
	Iteration 43F: 3 clusters Score -1546700 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (17817 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17817 members 
Entering Unmasked Estep 
Score: -2238492.000000 Penalty: 1590.535156
	Iteration 0F: 2 clusters Score -2238492 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8891 members 
Mstep: Class 2 contains 8926 members 
Entering Unmasked Estep 
Score: -2226292.500000 Penalty: 3181.070312
	Iteration 0F: 3 clusters Score -2226292 nChanged 7907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8902 members 
Mstep: Class 2 contains 8915 members 
Entering Unmasked Estep 
Score: -2230714.500000 Penalty: 3181.070312
	Iteration 1F: 3 clusters Score -2230714 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8909 members 
Mstep: Class 2 contains 8908 members 
Entering Unmasked Estep 
Score: -2231065.500000 Penalty: 3181.070312
	Iteration 2F: 3 clusters Score -2231066 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8950 members 
Mstep: Class 2 contains 8867 members 
Entering Unmasked Estep 
Score: -2231353.250000 Penalty: 3181.070312
	Iteration 3Q: 3 clusters Score -2231353 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9061 members 
Mstep: Class 2 contains 8756 members 
Entering Unmasked Estep 
Score: -2231634.500000 Penalty: 3181.070312
	Iteration 4Q: 3 clusters Score -2231634 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9186 members 
Mstep: Class 2 contains 8631 members 
Entering Unmasked Estep 
Score: -2231968.000000 Penalty: 3181.070312
	Iteration 5Q: 3 clusters Score -2231968 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9320 members 
Mstep: Class 2 contains 8497 members 
Entering Unmasked Estep 
Score: -2232364.750000 Penalty: 3181.070312
	Iteration 6Q: 3 clusters Score -2232365 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9471 members 
Mstep: Class 2 contains 8346 members 
Entering Unmasked Estep 
Score: -2232903.000000 Penalty: 3181.070312
	Iteration 7Q: 3 clusters Score -2232903 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9643 members 
Mstep: Class 2 contains 8174 members 
Entering Unmasked Estep 
Score: -2233619.000000 Penalty: 3181.070312
	Iteration 8F: 3 clusters Score -2233619 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9808 members 
Mstep: Class 2 contains 8009 members 
Entering Unmasked Estep 
Score: -2234411.250000 Penalty: 3181.070312
	Iteration 9F: 3 clusters Score -2234411 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10014 members 
Mstep: Class 2 contains 7803 members 
Entering Unmasked Estep 
Score: -2235176.000000 Penalty: 3181.070312
	Iteration 10F: 3 clusters Score -2235176 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10208 members 
Mstep: Class 2 contains 7609 members 
Entering Unmasked Estep 
Score: -2235800.250000 Penalty: 3181.070312
	Iteration 11Q: 3 clusters Score -2235800 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10408 members 
Mstep: Class 2 contains 7409 members 
Entering Unmasked Estep 
Score: -2236199.750000 Penalty: 3181.070312
	Iteration 12Q: 3 clusters Score -2236200 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10619 members 
Mstep: Class 2 contains 7198 members 
Entering Unmasked Estep 
Score: -2236424.000000 Penalty: 3181.070312
	Iteration 13Q: 3 clusters Score -2236424 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10851 members 
Mstep: Class 2 contains 6966 members 
Entering Unmasked Estep 
Score: -2236591.750000 Penalty: 3181.070312
	Iteration 14Q: 3 clusters Score -2236592 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11061 members 
Mstep: Class 2 contains 6756 members 
Entering Unmasked Estep 
Score: -2236738.750000 Penalty: 3181.070312
	Iteration 15Q: 3 clusters Score -2236739 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11258 members 
Mstep: Class 2 contains 6559 members 
Entering Unmasked Estep 
Score: -2236849.750000 Penalty: 3181.070312
	Iteration 16Q: 3 clusters Score -2236850 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11447 members 
Mstep: Class 2 contains 6370 members 
Entering Unmasked Estep 
Score: -2236972.250000 Penalty: 3181.070312
	Iteration 17Q: 3 clusters Score -2236972 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11619 members 
Mstep: Class 2 contains 6198 members 
Entering Unmasked Estep 
Score: -2237074.250000 Penalty: 3181.070312
	Iteration 18Q: 3 clusters Score -2237074 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11797 members 
Mstep: Class 2 contains 6020 members 
Entering Unmasked Estep 
Score: -2237174.000000 Penalty: 3181.070312
	Iteration 19Q: 3 clusters Score -2237174 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11960 members 
Mstep: Class 2 contains 5857 members 
Entering Unmasked Estep 
Score: -2237244.000000 Penalty: 3181.070312
	Iteration 20F: 3 clusters Score -2237244 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12109 members 
Mstep: Class 2 contains 5708 members 
Entering Unmasked Estep 
Score: -2237301.000000 Penalty: 3181.070312
	Iteration 21Q: 3 clusters Score -2237301 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12238 members 
Mstep: Class 2 contains 5579 members 
Entering Unmasked Estep 
Score: -2237349.000000 Penalty: 3181.070312
	Iteration 22Q: 3 clusters Score -2237349 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12371 members 
Mstep: Class 2 contains 5446 members 
Entering Unmasked Estep 
Score: -2237390.000000 Penalty: 3181.070312
	Iteration 23Q: 3 clusters Score -2237390 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12468 members 
Mstep: Class 2 contains 5349 members 
Entering Unmasked Estep 
Score: -2237408.500000 Penalty: 3181.070312
	Iteration 24Q: 3 clusters Score -2237408 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12550 members 
Mstep: Class 2 contains 5267 members 
Entering Unmasked Estep 
Score: -2237432.750000 Penalty: 3181.070312
	Iteration 25Q: 3 clusters Score -2237433 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12617 members 
Mstep: Class 2 contains 5200 members 
Entering Unmasked Estep 
Score: -2237444.750000 Penalty: 3181.070312
	Iteration 26Q: 3 clusters Score -2237445 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12662 members 
Mstep: Class 2 contains 5155 members 
Entering Unmasked Estep 
Score: -2237448.500000 Penalty: 3181.070312
	Iteration 27Q: 3 clusters Score -2237448 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12708 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -2237452.500000 Penalty: 3181.070312
	Iteration 28Q: 3 clusters Score -2237452 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12763 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -2237464.250000 Penalty: 3181.070312
	Iteration 29Q: 3 clusters Score -2237464 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12805 members 
Mstep: Class 2 contains 5012 members 
Entering Unmasked Estep 
Score: -2237466.000000 Penalty: 3181.070312
	Iteration 30Q: 3 clusters Score -2237466 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12848 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -2237478.000000 Penalty: 3181.070312
	Iteration 31Q: 3 clusters Score -2237478 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12891 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -2237479.500000 Penalty: 3181.070312
	Iteration 32Q: 3 clusters Score -2237480 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12933 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -2237488.750000 Penalty: 3181.070312
	Iteration 33Q: 3 clusters Score -2237489 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12973 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -2237490.500000 Penalty: 3181.070312
	Iteration 34Q: 3 clusters Score -2237490 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13016 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -2237500.500000 Penalty: 3181.070312
	Iteration 35Q: 3 clusters Score -2237500 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13050 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -2237503.000000 Penalty: 3181.070312
	Iteration 36Q: 3 clusters Score -2237503 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13080 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -2237506.500000 Penalty: 3181.070312
	Iteration 37Q: 3 clusters Score -2237506 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13094 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -2237503.750000 Penalty: 3181.070312
	Iteration 38Q: 3 clusters Score -2237504 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13110 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -2237511.750000 Penalty: 3181.070312
	Iteration 39Q: 3 clusters Score -2237512 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13126 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -2237512.000000 Penalty: 3181.070312
	Iteration 40F: 3 clusters Score -2237512 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13142 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -2237514.000000 Penalty: 3181.070312
	Iteration 41Q: 3 clusters Score -2237514 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13154 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -2237518.750000 Penalty: 3181.070312
	Iteration 42Q: 3 clusters Score -2237519 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13166 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -2237513.000000 Penalty: 3181.070312
	Iteration 43Q: 3 clusters Score -2237513 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13175 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -2237518.000000 Penalty: 3181.070312
	Iteration 44Q: 3 clusters Score -2237518 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13181 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -2237517.500000 Penalty: 3181.070312
	Iteration 45Q: 3 clusters Score -2237518 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13186 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -2237518.500000 Penalty: 3181.070312
	Iteration 46Q: 3 clusters Score -2237518 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13192 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -2237515.000000 Penalty: 3181.070312
	Iteration 47Q: 3 clusters Score -2237515 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13193 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -2237515.500000 Penalty: 3181.070312
	Iteration 48Q: 3 clusters Score -2237516 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13194 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -2237517.500000 Penalty: 3181.070312
	Iteration 49Q: 3 clusters Score -2237518 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13197 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -2237519.250000 Penalty: 3181.070312
	Iteration 50Q: 3 clusters Score -2237519 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13198 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -2237519.500000 Penalty: 3181.070312
	Iteration 51Q: 3 clusters Score -2237520 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13202 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -2237520.250000 Penalty: 3181.070312
	Iteration 52Q: 3 clusters Score -2237520 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13203 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -2237521.750000 Penalty: 3181.070312
	Iteration 53Q: 3 clusters Score -2237522 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13208 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -2237523.750000 Penalty: 3181.070312
	Iteration 54Q: 3 clusters Score -2237524 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13212 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -2237520.000000 Penalty: 3181.070312
	Iteration 55Q: 3 clusters Score -2237520 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13213 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -2237521.250000 Penalty: 3181.070312
	Iteration 56Q: 3 clusters Score -2237521 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13213 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -2237521.250000 Penalty: 3181.070312
	Iteration 57F: 3 clusters Score -2237521 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (19215 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19215 members 
Entering Unmasked Estep 
Score: -2392942.500000 Penalty: 1602.810059
	Iteration 0F: 2 clusters Score -2392942 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9540 members 
Mstep: Class 2 contains 9675 members 
Entering Unmasked Estep 
Score: -2379732.750000 Penalty: 3205.620117
	Iteration 0F: 3 clusters Score -2379733 nChanged 8734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8916 members 
Mstep: Class 2 contains 10299 members 
Entering Unmasked Estep 
Score: -2384614.500000 Penalty: 3205.620117
	Iteration 1F: 3 clusters Score -2384614 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8537 members 
Mstep: Class 2 contains 10678 members 
Entering Unmasked Estep 
Score: -2385176.000000 Penalty: 3205.620117
	Iteration 2F: 3 clusters Score -2385176 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8022 members 
Mstep: Class 2 contains 11193 members 
Entering Unmasked Estep 
Score: -2385882.750000 Penalty: 3205.620117
	Iteration 3F: 3 clusters Score -2385883 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7385 members 
Mstep: Class 2 contains 11830 members 
Entering Unmasked Estep 
Score: -2386772.000000 Penalty: 3205.620117
	Iteration 4F: 3 clusters Score -2386772 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6655 members 
Mstep: Class 2 contains 12560 members 
Entering Unmasked Estep 
Score: -2387907.250000 Penalty: 3205.620117
	Iteration 5F: 3 clusters Score -2387907 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5926 members 
Mstep: Class 2 contains 13289 members 
Entering Unmasked Estep 
Score: -2389092.750000 Penalty: 3205.620117
	Iteration 6F: 3 clusters Score -2389093 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5323 members 
Mstep: Class 2 contains 13892 members 
Entering Unmasked Estep 
Score: -2390037.000000 Penalty: 3205.620117
	Iteration 7F: 3 clusters Score -2390037 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 14287 members 
Entering Unmasked Estep 
Score: -2390631.000000 Penalty: 3205.620117
	Iteration 8F: 3 clusters Score -2390631 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 14561 members 
Entering Unmasked Estep 
Score: -2390977.000000 Penalty: 3205.620117
	Iteration 9Q: 3 clusters Score -2390977 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 14759 members 
Entering Unmasked Estep 
Score: -2391194.250000 Penalty: 3205.620117
	Iteration 10Q: 3 clusters Score -2391194 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 14916 members 
Entering Unmasked Estep 
Score: -2391335.750000 Penalty: 3205.620117
	Iteration 11Q: 3 clusters Score -2391336 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 15036 members 
Entering Unmasked Estep 
Score: -2391427.000000 Penalty: 3205.620117
	Iteration 12Q: 3 clusters Score -2391427 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 15128 members 
Entering Unmasked Estep 
Score: -2391514.500000 Penalty: 3205.620117
	Iteration 13Q: 3 clusters Score -2391514 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 15204 members 
Entering Unmasked Estep 
Score: -2391607.500000 Penalty: 3205.620117
	Iteration 14Q: 3 clusters Score -2391608 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 15238 members 
Entering Unmasked Estep 
Score: -2391695.000000 Penalty: 3205.620117
	Iteration 15Q: 3 clusters Score -2391695 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 15233 members 
Entering Unmasked Estep 
Score: -2391812.000000 Penalty: 3205.620117
	Iteration 16Q: 3 clusters Score -2391812 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 15203 members 
Entering Unmasked Estep 
Score: -2391945.500000 Penalty: 3205.620117
	Iteration 17Q: 3 clusters Score -2391946 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 15108 members 
Entering Unmasked Estep 
Score: -2392101.500000 Penalty: 3205.620117
	Iteration 18Q: 3 clusters Score -2392102 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 14990 members 
Entering Unmasked Estep 
Score: -2392221.000000 Penalty: 3205.620117
	Iteration 19Q: 3 clusters Score -2392221 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 14864 members 
Entering Unmasked Estep 
Score: -2392300.000000 Penalty: 3205.620117
	Iteration 20F: 3 clusters Score -2392300 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 14728 members 
Entering Unmasked Estep 
Score: -2392373.500000 Penalty: 3205.620117
	Iteration 21Q: 3 clusters Score -2392374 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 14592 members 
Entering Unmasked Estep 
Score: -2392423.000000 Penalty: 3205.620117
	Iteration 22Q: 3 clusters Score -2392423 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 14449 members 
Entering Unmasked Estep 
Score: -2392460.000000 Penalty: 3205.620117
	Iteration 23Q: 3 clusters Score -2392460 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 14315 members 
Entering Unmasked Estep 
Score: -2392491.250000 Penalty: 3205.620117
	Iteration 24Q: 3 clusters Score -2392491 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 14208 members 
Entering Unmasked Estep 
Score: -2392514.250000 Penalty: 3205.620117
	Iteration 25Q: 3 clusters Score -2392514 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 14099 members 
Entering Unmasked Estep 
Score: -2392536.750000 Penalty: 3205.620117
	Iteration 26Q: 3 clusters Score -2392537 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 13968 members 
Entering Unmasked Estep 
Score: -2392554.750000 Penalty: 3205.620117
	Iteration 27Q: 3 clusters Score -2392555 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5356 members 
Mstep: Class 2 contains 13859 members 
Entering Unmasked Estep 
Score: -2392568.250000 Penalty: 3205.620117
	Iteration 28Q: 3 clusters Score -2392568 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5448 members 
Mstep: Class 2 contains 13767 members 
Entering Unmasked Estep 
Score: -2392593.500000 Penalty: 3205.620117
	Iteration 29Q: 3 clusters Score -2392594 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 13679 members 
Entering Unmasked Estep 
Score: -2392598.750000 Penalty: 3205.620117
	Iteration 30Q: 3 clusters Score -2392599 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5622 members 
Mstep: Class 2 contains 13593 members 
Entering Unmasked Estep 
Score: -2392615.500000 Penalty: 3205.620117
	Iteration 31Q: 3 clusters Score -2392616 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5709 members 
Mstep: Class 2 contains 13506 members 
Entering Unmasked Estep 
Score: -2392635.000000 Penalty: 3205.620117
	Iteration 32Q: 3 clusters Score -2392635 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5771 members 
Mstep: Class 2 contains 13444 members 
Entering Unmasked Estep 
Score: -2392641.750000 Penalty: 3205.620117
	Iteration 33Q: 3 clusters Score -2392642 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5836 members 
Mstep: Class 2 contains 13379 members 
Entering Unmasked Estep 
Score: -2392652.500000 Penalty: 3205.620117
	Iteration 34Q: 3 clusters Score -2392652 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5904 members 
Mstep: Class 2 contains 13311 members 
Entering Unmasked Estep 
Score: -2392654.750000 Penalty: 3205.620117
	Iteration 35Q: 3 clusters Score -2392655 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5971 members 
Mstep: Class 2 contains 13244 members 
Entering Unmasked Estep 
Score: -2392665.750000 Penalty: 3205.620117
	Iteration 36Q: 3 clusters Score -2392666 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6024 members 
Mstep: Class 2 contains 13191 members 
Entering Unmasked Estep 
Score: -2392667.750000 Penalty: 3205.620117
	Iteration 37Q: 3 clusters Score -2392668 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6074 members 
Mstep: Class 2 contains 13141 members 
Entering Unmasked Estep 
Score: -2392665.750000 Penalty: 3205.620117
	Iteration 38Q: 3 clusters Score -2392666 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6117 members 
Mstep: Class 2 contains 13098 members 
Entering Unmasked Estep 
Score: -2392672.500000 Penalty: 3205.620117
	Iteration 39Q: 3 clusters Score -2392672 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6160 members 
Mstep: Class 2 contains 13055 members 
Entering Unmasked Estep 
Score: -2392678.750000 Penalty: 3205.620117
	Iteration 40F: 3 clusters Score -2392679 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6210 members 
Mstep: Class 2 contains 13005 members 
Entering Unmasked Estep 
Score: -2392686.000000 Penalty: 3205.620117
	Iteration 41Q: 3 clusters Score -2392686 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6253 members 
Mstep: Class 2 contains 12962 members 
Entering Unmasked Estep 
Score: -2392689.250000 Penalty: 3205.620117
	Iteration 42Q: 3 clusters Score -2392689 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6307 members 
Mstep: Class 2 contains 12908 members 
Entering Unmasked Estep 
Score: -2392699.000000 Penalty: 3205.620117
	Iteration 43Q: 3 clusters Score -2392699 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 12862 members 
Entering Unmasked Estep 
Score: -2392705.000000 Penalty: 3205.620117
	Iteration 44Q: 3 clusters Score -2392705 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6401 members 
Mstep: Class 2 contains 12814 members 
Entering Unmasked Estep 
Score: -2392709.500000 Penalty: 3205.620117
	Iteration 45Q: 3 clusters Score -2392710 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6447 members 
Mstep: Class 2 contains 12768 members 
Entering Unmasked Estep 
Score: -2392721.000000 Penalty: 3205.620117
	Iteration 46Q: 3 clusters Score -2392721 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6483 members 
Mstep: Class 2 contains 12732 members 
Entering Unmasked Estep 
Score: -2392721.000000 Penalty: 3205.620117
	Iteration 47Q: 3 clusters Score -2392721 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6517 members 
Mstep: Class 2 contains 12698 members 
Entering Unmasked Estep 
Score: -2392721.250000 Penalty: 3205.620117
	Iteration 48Q: 3 clusters Score -2392721 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6546 members 
Mstep: Class 2 contains 12669 members 
Entering Unmasked Estep 
Score: -2392726.750000 Penalty: 3205.620117
	Iteration 49Q: 3 clusters Score -2392727 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6577 members 
Mstep: Class 2 contains 12638 members 
Entering Unmasked Estep 
Score: -2392725.000000 Penalty: 3205.620117
	Iteration 50Q: 3 clusters Score -2392725 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6612 members 
Mstep: Class 2 contains 12603 members 
Entering Unmasked Estep 
Score: -2392743.250000 Penalty: 3205.620117
	Iteration 51Q: 3 clusters Score -2392743 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 12561 members 
Entering Unmasked Estep 
Score: -2392746.000000 Penalty: 3205.620117
	Iteration 52Q: 3 clusters Score -2392746 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6692 members 
Mstep: Class 2 contains 12523 members 
Entering Unmasked Estep 
Score: -2392748.250000 Penalty: 3205.620117
	Iteration 53Q: 3 clusters Score -2392748 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6731 members 
Mstep: Class 2 contains 12484 members 
Entering Unmasked Estep 
Score: -2392753.750000 Penalty: 3205.620117
	Iteration 54Q: 3 clusters Score -2392754 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6765 members 
Mstep: Class 2 contains 12450 members 
Entering Unmasked Estep 
Score: -2392759.500000 Penalty: 3205.620117
	Iteration 55Q: 3 clusters Score -2392760 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6796 members 
Mstep: Class 2 contains 12419 members 
Entering Unmasked Estep 
Score: -2392761.000000 Penalty: 3205.620117
	Iteration 56Q: 3 clusters Score -2392761 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6821 members 
Mstep: Class 2 contains 12394 members 
Entering Unmasked Estep 
Score: -2392760.000000 Penalty: 3205.620117
	Iteration 57Q: 3 clusters Score -2392760 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6843 members 
Mstep: Class 2 contains 12372 members 
Entering Unmasked Estep 
Score: -2392758.750000 Penalty: 3205.620117
	Iteration 58Q: 3 clusters Score -2392759 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6865 members 
Mstep: Class 2 contains 12350 members 
Entering Unmasked Estep 
Score: -2392764.750000 Penalty: 3205.620117
	Iteration 59Q: 3 clusters Score -2392765 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6895 members 
Mstep: Class 2 contains 12320 members 
Entering Unmasked Estep 
Score: -2392770.000000 Penalty: 3205.620117
	Iteration 60F: 3 clusters Score -2392770 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6922 members 
Mstep: Class 2 contains 12293 members 
Entering Unmasked Estep 
Score: -2392771.250000 Penalty: 3205.620117
	Iteration 61Q: 3 clusters Score -2392771 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6954 members 
Mstep: Class 2 contains 12261 members 
Entering Unmasked Estep 
Score: -2392776.500000 Penalty: 3205.620117
	Iteration 62Q: 3 clusters Score -2392776 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6983 members 
Mstep: Class 2 contains 12232 members 
Entering Unmasked Estep 
Score: -2392768.500000 Penalty: 3205.620117
	Iteration 63Q: 3 clusters Score -2392768 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6999 members 
Mstep: Class 2 contains 12216 members 
Entering Unmasked Estep 
Score: -2392772.000000 Penalty: 3205.620117
	Iteration 64Q: 3 clusters Score -2392772 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7020 members 
Mstep: Class 2 contains 12195 members 
Entering Unmasked Estep 
Score: -2392777.000000 Penalty: 3205.620117
	Iteration 65Q: 3 clusters Score -2392777 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7054 members 
Mstep: Class 2 contains 12161 members 
Entering Unmasked Estep 
Score: -2392785.000000 Penalty: 3205.620117
	Iteration 66Q: 3 clusters Score -2392785 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7078 members 
Mstep: Class 2 contains 12137 members 
Entering Unmasked Estep 
Score: -2392783.250000 Penalty: 3205.620117
	Iteration 67Q: 3 clusters Score -2392783 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7107 members 
Mstep: Class 2 contains 12108 members 
Entering Unmasked Estep 
Score: -2392792.250000 Penalty: 3205.620117
	Iteration 68Q: 3 clusters Score -2392792 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7129 members 
Mstep: Class 2 contains 12086 members 
Entering Unmasked Estep 
Score: -2392792.750000 Penalty: 3205.620117
	Iteration 69Q: 3 clusters Score -2392793 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7152 members 
Mstep: Class 2 contains 12063 members 
Entering Unmasked Estep 
Score: -2392790.750000 Penalty: 3205.620117
	Iteration 70Q: 3 clusters Score -2392791 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7176 members 
Mstep: Class 2 contains 12039 members 
Entering Unmasked Estep 
Score: -2392797.250000 Penalty: 3205.620117
	Iteration 71Q: 3 clusters Score -2392797 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7198 members 
Mstep: Class 2 contains 12017 members 
Entering Unmasked Estep 
Score: -2392793.750000 Penalty: 3205.620117
	Iteration 72Q: 3 clusters Score -2392794 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7223 members 
Mstep: Class 2 contains 11992 members 
Entering Unmasked Estep 
Score: -2392801.000000 Penalty: 3205.620117
	Iteration 73Q: 3 clusters Score -2392801 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7250 members 
Mstep: Class 2 contains 11965 members 
Entering Unmasked Estep 
Score: -2392808.500000 Penalty: 3205.620117
	Iteration 74Q: 3 clusters Score -2392808 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7278 members 
Mstep: Class 2 contains 11937 members 
Entering Unmasked Estep 
Score: -2392807.500000 Penalty: 3205.620117
	Iteration 75Q: 3 clusters Score -2392808 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7308 members 
Mstep: Class 2 contains 11907 members 
Entering Unmasked Estep 
Score: -2392811.500000 Penalty: 3205.620117
	Iteration 76Q: 3 clusters Score -2392812 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7335 members 
Mstep: Class 2 contains 11880 members 
Entering Unmasked Estep 
Score: -2392807.750000 Penalty: 3205.620117
	Iteration 77Q: 3 clusters Score -2392808 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7357 members 
Mstep: Class 2 contains 11858 members 
Entering Unmasked Estep 
Score: -2392812.750000 Penalty: 3205.620117
	Iteration 78Q: 3 clusters Score -2392813 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7379 members 
Mstep: Class 2 contains 11836 members 
Entering Unmasked Estep 
Score: -2392814.500000 Penalty: 3205.620117
	Iteration 79Q: 3 clusters Score -2392814 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7406 members 
Mstep: Class 2 contains 11809 members 
Entering Unmasked Estep 
Score: -2392819.750000 Penalty: 3205.620117
	Iteration 80F: 3 clusters Score -2392820 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7428 members 
Mstep: Class 2 contains 11787 members 
Entering Unmasked Estep 
Score: -2392823.750000 Penalty: 3205.620117
	Iteration 81Q: 3 clusters Score -2392824 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7453 members 
Mstep: Class 2 contains 11762 members 
Entering Unmasked Estep 
Score: -2392827.250000 Penalty: 3205.620117
	Iteration 82Q: 3 clusters Score -2392827 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7477 members 
Mstep: Class 2 contains 11738 members 
Entering Unmasked Estep 
Score: -2392827.750000 Penalty: 3205.620117
	Iteration 83Q: 3 clusters Score -2392828 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7509 members 
Mstep: Class 2 contains 11706 members 
Entering Unmasked Estep 
Score: -2392833.250000 Penalty: 3205.620117
	Iteration 84Q: 3 clusters Score -2392833 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7552 members 
Mstep: Class 2 contains 11663 members 
Entering Unmasked Estep 
Score: -2392837.000000 Penalty: 3205.620117
	Iteration 85Q: 3 clusters Score -2392837 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7597 members 
Mstep: Class 2 contains 11618 members 
Entering Unmasked Estep 
Score: -2392837.250000 Penalty: 3205.620117
	Iteration 86Q: 3 clusters Score -2392837 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7648 members 
Mstep: Class 2 contains 11567 members 
Entering Unmasked Estep 
Score: -2392850.250000 Penalty: 3205.620117
	Iteration 87Q: 3 clusters Score -2392850 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7701 members 
Mstep: Class 2 contains 11514 members 
Entering Unmasked Estep 
Score: -2392857.000000 Penalty: 3205.620117
	Iteration 88Q: 3 clusters Score -2392857 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7740 members 
Mstep: Class 2 contains 11475 members 
Entering Unmasked Estep 
Score: -2392866.250000 Penalty: 3205.620117
	Iteration 89Q: 3 clusters Score -2392866 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7767 members 
Mstep: Class 2 contains 11448 members 
Entering Unmasked Estep 
Score: -2392869.000000 Penalty: 3205.620117
	Iteration 90Q: 3 clusters Score -2392869 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7802 members 
Mstep: Class 2 contains 11413 members 
Entering Unmasked Estep 
Score: -2392879.000000 Penalty: 3205.620117
	Iteration 91Q: 3 clusters Score -2392879 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7837 members 
Mstep: Class 2 contains 11378 members 
Entering Unmasked Estep 
Score: -2392884.500000 Penalty: 3205.620117
	Iteration 92Q: 3 clusters Score -2392884 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7871 members 
Mstep: Class 2 contains 11344 members 
Entering Unmasked Estep 
Score: -2392882.750000 Penalty: 3205.620117
	Iteration 93Q: 3 clusters Score -2392883 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7905 members 
Mstep: Class 2 contains 11310 members 
Entering Unmasked Estep 
Score: -2392891.750000 Penalty: 3205.620117
	Iteration 94Q: 3 clusters Score -2392892 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7947 members 
Mstep: Class 2 contains 11268 members 
Entering Unmasked Estep 
Score: -2392900.750000 Penalty: 3205.620117
	Iteration 95Q: 3 clusters Score -2392901 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7982 members 
Mstep: Class 2 contains 11233 members 
Entering Unmasked Estep 
Score: -2392898.750000 Penalty: 3205.620117
	Iteration 96Q: 3 clusters Score -2392899 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8015 members 
Mstep: Class 2 contains 11200 members 
Entering Unmasked Estep 
Score: -2392899.500000 Penalty: 3205.620117
	Iteration 97Q: 3 clusters Score -2392900 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8046 members 
Mstep: Class 2 contains 11169 members 
Entering Unmasked Estep 
Score: -2392905.250000 Penalty: 3205.620117
	Iteration 98Q: 3 clusters Score -2392905 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8075 members 
Mstep: Class 2 contains 11140 members 
Entering Unmasked Estep 
Score: -2392908.000000 Penalty: 3205.620117
	Iteration 99Q: 3 clusters Score -2392908 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8098 members 
Mstep: Class 2 contains 11117 members 
Entering Unmasked Estep 
Score: -2392914.250000 Penalty: 3205.620117
	Iteration 100F: 3 clusters Score -2392914 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8113 members 
Mstep: Class 2 contains 11102 members 
Entering Unmasked Estep 
Score: -2392917.500000 Penalty: 3205.620117
	Iteration 101Q: 3 clusters Score -2392918 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8126 members 
Mstep: Class 2 contains 11089 members 
Entering Unmasked Estep 
Score: -2392919.500000 Penalty: 3205.620117
	Iteration 102Q: 3 clusters Score -2392920 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8138 members 
Mstep: Class 2 contains 11077 members 
Entering Unmasked Estep 
Score: -2392917.500000 Penalty: 3205.620117
	Iteration 103Q: 3 clusters Score -2392918 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8148 members 
Mstep: Class 2 contains 11067 members 
Entering Unmasked Estep 
Score: -2392915.250000 Penalty: 3205.620117
	Iteration 104Q: 3 clusters Score -2392915 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8159 members 
Mstep: Class 2 contains 11056 members 
Entering Unmasked Estep 
Score: -2392915.500000 Penalty: 3205.620117
	Iteration 105Q: 3 clusters Score -2392916 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8170 members 
Mstep: Class 2 contains 11045 members 
Entering Unmasked Estep 
Score: -2392916.500000 Penalty: 3205.620117
	Iteration 106Q: 3 clusters Score -2392916 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8182 members 
Mstep: Class 2 contains 11033 members 
Entering Unmasked Estep 
Score: -2392918.750000 Penalty: 3205.620117
	Iteration 107Q: 3 clusters Score -2392919 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8195 members 
Mstep: Class 2 contains 11020 members 
Entering Unmasked Estep 
Score: -2392915.750000 Penalty: 3205.620117
	Iteration 108Q: 3 clusters Score -2392916 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8208 members 
Mstep: Class 2 contains 11007 members 
Entering Unmasked Estep 
Score: -2392919.500000 Penalty: 3205.620117
	Iteration 109Q: 3 clusters Score -2392920 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8228 members 
Mstep: Class 2 contains 10987 members 
Entering Unmasked Estep 
Score: -2392919.500000 Penalty: 3205.620117
	Iteration 110Q: 3 clusters Score -2392920 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8244 members 
Mstep: Class 2 contains 10971 members 
Entering Unmasked Estep 
Score: -2392923.250000 Penalty: 3205.620117
	Iteration 111Q: 3 clusters Score -2392923 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8256 members 
Mstep: Class 2 contains 10959 members 
Entering Unmasked Estep 
Score: -2392930.000000 Penalty: 3205.620117
	Iteration 112Q: 3 clusters Score -2392930 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8266 members 
Mstep: Class 2 contains 10949 members 
Entering Unmasked Estep 
Score: -2392929.750000 Penalty: 3205.620117
	Iteration 113Q: 3 clusters Score -2392930 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8283 members 
Mstep: Class 2 contains 10932 members 
Entering Unmasked Estep 
Score: -2392928.000000 Penalty: 3205.620117
	Iteration 114Q: 3 clusters Score -2392928 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8290 members 
Mstep: Class 2 contains 10925 members 
Entering Unmasked Estep 
Score: -2392930.500000 Penalty: 3205.620117
	Iteration 115Q: 3 clusters Score -2392930 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8294 members 
Mstep: Class 2 contains 10921 members 
Entering Unmasked Estep 
Score: -2392928.750000 Penalty: 3205.620117
	Iteration 116Q: 3 clusters Score -2392929 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8299 members 
Mstep: Class 2 contains 10916 members 
Entering Unmasked Estep 
Score: -2392929.750000 Penalty: 3205.620117
	Iteration 117Q: 3 clusters Score -2392930 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8304 members 
Mstep: Class 2 contains 10911 members 
Entering Unmasked Estep 
Score: -2392929.750000 Penalty: 3205.620117
	Iteration 118Q: 3 clusters Score -2392930 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8308 members 
Mstep: Class 2 contains 10907 members 
Entering Unmasked Estep 
Score: -2392931.750000 Penalty: 3205.620117
	Iteration 119Q: 3 clusters Score -2392932 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8308 members 
Mstep: Class 2 contains 10907 members 
Entering Unmasked Estep 
Score: -2392931.750000 Penalty: 3205.620117
	Iteration 120F: 3 clusters Score -2392932 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (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: -49853.664062 Penalty: 1007.582703
	Iteration 0F: 2 clusters Score -49853.66 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 245 members 
Entering Unmasked Estep 
Score: -49008.855469 Penalty: 2015.165405
	Iteration 0F: 3 clusters Score -49008.86 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -49510.468750 Penalty: 2015.165405
	Iteration 1F: 3 clusters Score -49510.47 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -49642.851562 Penalty: 2015.165405
	Iteration 2F: 3 clusters Score -49642.85 nChanged 37
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: -49774.144531 Penalty: 2015.165405
	Iteration 3F: 3 clusters Score -49774.14 nChanged 21
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: -49838.917969 Penalty: 2015.165405
	Iteration 4Q: 3 clusters Score -49838.92 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -49875.164062 Penalty: 2015.165405
	Iteration 5Q: 3 clusters Score -49875.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -49885.625000 Penalty: 2015.165405
	Iteration 6Q: 3 clusters Score -49885.62 nChanged 3
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: -49915.089844 Penalty: 2015.165405
	Iteration 7Q: 3 clusters Score -49915.09 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -49965.644531 Penalty: 2015.165405
	Iteration 8Q: 3 clusters Score -49965.64 nChanged 5
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: -49999.648438 Penalty: 2015.165405
	Iteration 9Q: 3 clusters Score -49999.65 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -50011.632812 Penalty: 2015.165405
	Iteration 10Q: 3 clusters Score -50011.63 nChanged 3
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: -50023.625000 Penalty: 2015.165405
	Iteration 11Q: 3 clusters Score -50023.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -50060.910156 Penalty: 2015.165405
	Iteration 12Q: 3 clusters Score -50060.91 nChanged 3
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: -50065.917969 Penalty: 2015.165405
	Iteration 13Q: 3 clusters Score -50065.92 nChanged 1
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: -50070.613281 Penalty: 2015.165405
	Iteration 14Q: 3 clusters Score -50070.61 nChanged 0
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: -50070.613281 Penalty: 2015.165405
	Iteration 15F: 3 clusters Score -50070.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 13712 members 
Mstep: Class 2 contains 27386 members 
Mstep: Class 3 contains 55520 members 
Mstep: Class 4 contains 7987 members 
Mstep: Class 5 contains 2097 members 
Mstep: Class 6 contains 3784 members 
Mstep: Class 7 contains 74747 members 
Mstep: Class 8 contains 26922 members 
Mstep: Class 9 contains 19786 members 
Mstep: Class 10 contains 35998 members 
Mstep: Class 11 contains 44755 members 
Mstep: Class 12 contains 12221 members 
Mstep: Class 13 contains 17817 members 
Mstep: Class 14 contains 19215 members 
Mstep: Class 15 contains 339 members 
Mstep: Class 16 contains 8897 members 
Mstep: Class 17 contains 6439 members 
Mstep: Class 18 contains 14068 members 
Mstep: Class 19 contains 3186 members 
Mstep: Class 20 contains 32239 members 
Mstep: Class 21 contains 37014 members 
Mstep: Class 22 contains 24115 members 
Mstep: Class 23 contains 18158 members 
Mstep: Class 24 contains 33168 members 
Mstep: Class 25 contains 15537 members 
Mstep: Class 26 contains 10333 members 
Mstep: Class 27 contains 4968 members 
Mstep: Class 28 contains 30081 members 
Mstep: Class 29 contains 5280 members 
Mstep: Class 30 contains 1753 members 
Mstep: Class 31 contains 3394 members 
Mstep: Class 32 contains 2793 members 
Mstep: Class 33 contains 16933 members 
Mstep: Class 34 contains 4263 members 
Mstep: Class 35 contains 150986 members 
Mstep: Class 36 contains 8028 members 
Mstep: Class 37 contains 1777 members 
Mstep: Class 38 contains 23110 members 
Mstep: Class 39 contains 1614 members 
Mstep: Class 40 contains 154 members 
Entering Unmasked Estep 
Score: -100276064.000000 Penalty: 88515.882812
Splitting cluster 15 changes total score from -100274640.000000 to -100276064.000000
So it's getting split into cluster 40.
Entering ConstructFrom: 
Trying to split cluster 16 (8897 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8897 members 
Entering Unmasked Estep 
Score: -1106849.625000 Penalty: 1477.688843
	Iteration 0F: 2 clusters Score -1106850 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -1100341.250000 Penalty: 2955.377686
	Iteration 0F: 3 clusters Score -1100341 nChanged 3878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -1102357.000000 Penalty: 2955.377686
	Iteration 1F: 3 clusters Score -1102357 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -1102548.250000 Penalty: 2955.377686
	Iteration 2F: 3 clusters Score -1102548 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -1102700.500000 Penalty: 2955.377686
	Iteration 3Q: 3 clusters Score -1102700 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -1102811.125000 Penalty: 2955.377686
	Iteration 4Q: 3 clusters Score -1102811 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -1102904.625000 Penalty: 2955.377686
	Iteration 5Q: 3 clusters Score -1102905 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -1102980.250000 Penalty: 2955.377686
	Iteration 6Q: 3 clusters Score -1102980 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -1103059.375000 Penalty: 2955.377686
	Iteration 7Q: 3 clusters Score -1103059 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -1103129.000000 Penalty: 2955.377686
	Iteration 8Q: 3 clusters Score -1103129 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -1103225.000000 Penalty: 2955.377686
	Iteration 9Q: 3 clusters Score -1103225 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -1103313.000000 Penalty: 2955.377686
	Iteration 10Q: 3 clusters Score -1103313 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -1103419.125000 Penalty: 2955.377686
	Iteration 11Q: 3 clusters Score -1103419 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5486 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -1103556.625000 Penalty: 2955.377686
	Iteration 12Q: 3 clusters Score -1103557 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5787 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -1103723.375000 Penalty: 2955.377686
	Iteration 13Q: 3 clusters Score -1103723 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6126 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -1103935.125000 Penalty: 2955.377686
	Iteration 14Q: 3 clusters Score -1103935 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6548 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -1104239.250000 Penalty: 2955.377686
	Iteration 15F: 3 clusters Score -1104239 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6970 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -1104562.750000 Penalty: 2955.377686
	Iteration 16F: 3 clusters Score -1104563 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7349 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -1104874.125000 Penalty: 2955.377686
	Iteration 17Q: 3 clusters Score -1104874 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7667 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -1105160.750000 Penalty: 2955.377686
	Iteration 18Q: 3 clusters Score -1105161 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7911 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -1105380.000000 Penalty: 2955.377686
	Iteration 19Q: 3 clusters Score -1105380 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8048 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -1105506.125000 Penalty: 2955.377686
	Iteration 20F: 3 clusters Score -1105506 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8133 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -1105581.500000 Penalty: 2955.377686
	Iteration 21Q: 3 clusters Score -1105582 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8196 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -1105631.375000 Penalty: 2955.377686
	Iteration 22Q: 3 clusters Score -1105631 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8231 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -1105651.750000 Penalty: 2955.377686
	Iteration 23Q: 3 clusters Score -1105652 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8250 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -1105664.500000 Penalty: 2955.377686
	Iteration 24Q: 3 clusters Score -1105664 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8275 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -1105679.500000 Penalty: 2955.377686
	Iteration 25Q: 3 clusters Score -1105680 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8284 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -1105694.750000 Penalty: 2955.377686
	Iteration 26Q: 3 clusters Score -1105695 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8300 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -1105707.750000 Penalty: 2955.377686
	Iteration 27Q: 3 clusters Score -1105708 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8311 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -1105711.125000 Penalty: 2955.377686
	Iteration 28Q: 3 clusters Score -1105711 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8323 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -1105720.625000 Penalty: 2955.377686
	Iteration 29Q: 3 clusters Score -1105721 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8329 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -1105721.500000 Penalty: 2955.377686
	Iteration 30Q: 3 clusters Score -1105722 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8332 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -1105724.500000 Penalty: 2955.377686
	Iteration 31Q: 3 clusters Score -1105724 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8337 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -1105725.250000 Penalty: 2955.377686
	Iteration 32Q: 3 clusters Score -1105725 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8340 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -1105725.625000 Penalty: 2955.377686
	Iteration 33Q: 3 clusters Score -1105726 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8342 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -1105727.125000 Penalty: 2955.377686
	Iteration 34Q: 3 clusters Score -1105727 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8343 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -1105726.750000 Penalty: 2955.377686
	Iteration 35Q: 3 clusters Score -1105727 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8346 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -1105726.500000 Penalty: 2955.377686
	Iteration 36Q: 3 clusters Score -1105726 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8347 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -1105727.000000 Penalty: 2955.377686
	Iteration 37Q: 3 clusters Score -1105727 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8348 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -1105728.375000 Penalty: 2955.377686
	Iteration 38Q: 3 clusters Score -1105728 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8349 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -1105730.875000 Penalty: 2955.377686
	Iteration 39Q: 3 clusters Score -1105731 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8349 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -1105731.375000 Penalty: 2955.377686
	Iteration 40F: 3 clusters Score -1105731 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (6439 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6439 members 
Entering Unmasked Estep 
Score: -801256.437500 Penalty: 1425.145874
	Iteration 0F: 2 clusters Score -801256.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -796380.437500 Penalty: 2850.291748
	Iteration 0F: 3 clusters Score -796380.4 nChanged 2724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -797924.562500 Penalty: 2850.291748
	Iteration 1F: 3 clusters Score -797924.6 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -798193.437500 Penalty: 2850.291748
	Iteration 2F: 3 clusters Score -798193.4 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -798472.250000 Penalty: 2850.291748
	Iteration 3F: 3 clusters Score -798472.2 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -798806.812500 Penalty: 2850.291748
	Iteration 4F: 3 clusters Score -798806.8 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -799115.562500 Penalty: 2850.291748
	Iteration 5F: 3 clusters Score -799115.6 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -799360.312500 Penalty: 2850.291748
	Iteration 6F: 3 clusters Score -799360.3 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -799570.375000 Penalty: 2850.291748
	Iteration 7F: 3 clusters Score -799570.4 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -799761.875000 Penalty: 2850.291748
	Iteration 8Q: 3 clusters Score -799761.9 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -799910.750000 Penalty: 2850.291748
	Iteration 9Q: 3 clusters Score -799910.8 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -800034.312500 Penalty: 2850.291748
	Iteration 10Q: 3 clusters Score -800034.3 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -800136.312500 Penalty: 2850.291748
	Iteration 11Q: 3 clusters Score -800136.3 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -800229.500000 Penalty: 2850.291748
	Iteration 12Q: 3 clusters Score -800229.5 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -800316.250000 Penalty: 2850.291748
	Iteration 13Q: 3 clusters Score -800316.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -800377.125000 Penalty: 2850.291748
	Iteration 14Q: 3 clusters Score -800377.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -800440.937500 Penalty: 2850.291748
	Iteration 15Q: 3 clusters Score -800440.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -800504.437500 Penalty: 2850.291748
	Iteration 16Q: 3 clusters Score -800504.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -800555.937500 Penalty: 2850.291748
	Iteration 17Q: 3 clusters Score -800555.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -800601.687500 Penalty: 2850.291748
	Iteration 18Q: 3 clusters Score -800601.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -800656.000000 Penalty: 2850.291748
	Iteration 19Q: 3 clusters Score -800656 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -800730.062500 Penalty: 2850.291748
	Iteration 20F: 3 clusters Score -800730.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -800807.375000 Penalty: 2850.291748
	Iteration 21Q: 3 clusters Score -800807.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -800867.875000 Penalty: 2850.291748
	Iteration 22Q: 3 clusters Score -800867.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -800915.812500 Penalty: 2850.291748
	Iteration 23Q: 3 clusters Score -800915.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -800952.062500 Penalty: 2850.291748
	Iteration 24Q: 3 clusters Score -800952.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -800971.937500 Penalty: 2850.291748
	Iteration 25Q: 3 clusters Score -800971.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -800981.625000 Penalty: 2850.291748
	Iteration 26Q: 3 clusters Score -800981.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -800988.000000 Penalty: 2850.291748
	Iteration 27Q: 3 clusters Score -800988 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -800991.125000 Penalty: 2850.291748
	Iteration 28Q: 3 clusters Score -800991.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -800995.812500 Penalty: 2850.291748
	Iteration 29Q: 3 clusters Score -800995.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -800997.875000 Penalty: 2850.291748
	Iteration 30Q: 3 clusters Score -800997.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -801003.937500 Penalty: 2850.291748
	Iteration 31Q: 3 clusters Score -801003.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -801008.562500 Penalty: 2850.291748
	Iteration 32Q: 3 clusters Score -801008.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -801013.812500 Penalty: 2850.291748
	Iteration 33Q: 3 clusters Score -801013.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -801017.500000 Penalty: 2850.291748
	Iteration 34Q: 3 clusters Score -801017.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -801017.812500 Penalty: 2850.291748
	Iteration 35Q: 3 clusters Score -801017.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -801023.250000 Penalty: 2850.291748
	Iteration 36Q: 3 clusters Score -801023.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -801025.875000 Penalty: 2850.291748
	Iteration 37Q: 3 clusters Score -801025.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -801024.312500 Penalty: 2850.291748
	Iteration 38Q: 3 clusters Score -801024.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -801024.062500 Penalty: 2850.291748
	Iteration 39Q: 3 clusters Score -801024.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -801024.062500 Penalty: 2850.291748
	Iteration 40F: 3 clusters Score -801024.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (14068 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14068 members 
Entering Unmasked Estep 
Score: -1611279.625000 Penalty: 1552.144409
	Iteration 0F: 2 clusters Score -1611280 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7065 members 
Mstep: Class 2 contains 7003 members 
Entering Unmasked Estep 
Score: -1601601.250000 Penalty: 3104.288818
	Iteration 0F: 3 clusters Score -1601601 nChanged 6214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7609 members 
Mstep: Class 2 contains 6459 members 
Entering Unmasked Estep 
Score: -1606153.000000 Penalty: 3104.288818
	Iteration 1F: 3 clusters Score -1606153 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8066 members 
Mstep: Class 2 contains 6002 members 
Entering Unmasked Estep 
Score: -1608046.625000 Penalty: 3104.288818
	Iteration 2F: 3 clusters Score -1608047 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8269 members 
Mstep: Class 2 contains 5799 members 
Entering Unmasked Estep 
Score: -1609602.250000 Penalty: 3104.288818
	Iteration 3F: 3 clusters Score -1609602 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8280 members 
Mstep: Class 2 contains 5788 members 
Entering Unmasked Estep 
Score: -1610491.750000 Penalty: 3104.288818
	Iteration 4F: 3 clusters Score -1610492 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8189 members 
Mstep: Class 2 contains 5879 members 
Entering Unmasked Estep 
Score: -1610906.375000 Penalty: 3104.288818
	Iteration 5F: 3 clusters Score -1610906 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8058 members 
Mstep: Class 2 contains 6010 members 
Entering Unmasked Estep 
Score: -1611164.500000 Penalty: 3104.288818
	Iteration 6Q: 3 clusters Score -1611164 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7882 members 
Mstep: Class 2 contains 6186 members 
Entering Unmasked Estep 
Score: -1611400.125000 Penalty: 3104.288818
	Iteration 7Q: 3 clusters Score -1611400 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7679 members 
Mstep: Class 2 contains 6389 members 
Entering Unmasked Estep 
Score: -1611579.250000 Penalty: 3104.288818
	Iteration 8Q: 3 clusters Score -1611579 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7451 members 
Mstep: Class 2 contains 6617 members 
Entering Unmasked Estep 
Score: -1611723.500000 Penalty: 3104.288818
	Iteration 9Q: 3 clusters Score -1611724 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7256 members 
Mstep: Class 2 contains 6812 members 
Entering Unmasked Estep 
Score: -1611841.625000 Penalty: 3104.288818
	Iteration 10Q: 3 clusters Score -1611842 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7084 members 
Mstep: Class 2 contains 6984 members 
Entering Unmasked Estep 
Score: -1611934.125000 Penalty: 3104.288818
	Iteration 11Q: 3 clusters Score -1611934 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6905 members 
Mstep: Class 2 contains 7163 members 
Entering Unmasked Estep 
Score: -1612010.125000 Penalty: 3104.288818
	Iteration 12Q: 3 clusters Score -1612010 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6718 members 
Mstep: Class 2 contains 7350 members 
Entering Unmasked Estep 
Score: -1612080.875000 Penalty: 3104.288818
	Iteration 13Q: 3 clusters Score -1612081 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6503 members 
Mstep: Class 2 contains 7565 members 
Entering Unmasked Estep 
Score: -1612171.875000 Penalty: 3104.288818
	Iteration 14Q: 3 clusters Score -1612172 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6293 members 
Mstep: Class 2 contains 7775 members 
Entering Unmasked Estep 
Score: -1612237.375000 Penalty: 3104.288818
	Iteration 15Q: 3 clusters Score -1612237 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6093 members 
Mstep: Class 2 contains 7975 members 
Entering Unmasked Estep 
Score: -1612313.750000 Penalty: 3104.288818
	Iteration 16Q: 3 clusters Score -1612314 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5890 members 
Mstep: Class 2 contains 8178 members 
Entering Unmasked Estep 
Score: -1612391.875000 Penalty: 3104.288818
	Iteration 17Q: 3 clusters Score -1612392 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5685 members 
Mstep: Class 2 contains 8383 members 
Entering Unmasked Estep 
Score: -1612487.500000 Penalty: 3104.288818
	Iteration 18Q: 3 clusters Score -1612488 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5478 members 
Mstep: Class 2 contains 8590 members 
Entering Unmasked Estep 
Score: -1612571.500000 Penalty: 3104.288818
	Iteration 19Q: 3 clusters Score -1612572 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5283 members 
Mstep: Class 2 contains 8785 members 
Entering Unmasked Estep 
Score: -1612650.000000 Penalty: 3104.288818
	Iteration 20F: 3 clusters Score -1612650 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5093 members 
Mstep: Class 2 contains 8975 members 
Entering Unmasked Estep 
Score: -1612736.250000 Penalty: 3104.288818
	Iteration 21Q: 3 clusters Score -1612736 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 9174 members 
Entering Unmasked Estep 
Score: -1612835.000000 Penalty: 3104.288818
	Iteration 22Q: 3 clusters Score -1612835 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 9367 members 
Entering Unmasked Estep 
Score: -1612953.250000 Penalty: 3104.288818
	Iteration 23Q: 3 clusters Score -1612953 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 9551 members 
Entering Unmasked Estep 
Score: -1613060.500000 Penalty: 3104.288818
	Iteration 24Q: 3 clusters Score -1613060 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 9728 members 
Entering Unmasked Estep 
Score: -1613165.000000 Penalty: 3104.288818
	Iteration 25Q: 3 clusters Score -1613165 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 9899 members 
Entering Unmasked Estep 
Score: -1613249.750000 Penalty: 3104.288818
	Iteration 26Q: 3 clusters Score -1613250 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 10022 members 
Entering Unmasked Estep 
Score: -1613300.625000 Penalty: 3104.288818
	Iteration 27Q: 3 clusters Score -1613301 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 10131 members 
Entering Unmasked Estep 
Score: -1613347.125000 Penalty: 3104.288818
	Iteration 28Q: 3 clusters Score -1613347 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 10225 members 
Entering Unmasked Estep 
Score: -1613366.750000 Penalty: 3104.288818
	Iteration 29Q: 3 clusters Score -1613367 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 10298 members 
Entering Unmasked Estep 
Score: -1613392.125000 Penalty: 3104.288818
	Iteration 30Q: 3 clusters Score -1613392 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 10364 members 
Entering Unmasked Estep 
Score: -1613416.375000 Penalty: 3104.288818
	Iteration 31Q: 3 clusters Score -1613416 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 10422 members 
Entering Unmasked Estep 
Score: -1613427.875000 Penalty: 3104.288818
	Iteration 32Q: 3 clusters Score -1613428 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 10483 members 
Entering Unmasked Estep 
Score: -1613447.250000 Penalty: 3104.288818
	Iteration 33Q: 3 clusters Score -1613447 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 10546 members 
Entering Unmasked Estep 
Score: -1613468.375000 Penalty: 3104.288818
	Iteration 34Q: 3 clusters Score -1613468 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 10599 members 
Entering Unmasked Estep 
Score: -1613485.000000 Penalty: 3104.288818
	Iteration 35Q: 3 clusters Score -1613485 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 10630 members 
Entering Unmasked Estep 
Score: -1613490.500000 Penalty: 3104.288818
	Iteration 36Q: 3 clusters Score -1613490 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 10663 members 
Entering Unmasked Estep 
Score: -1613502.250000 Penalty: 3104.288818
	Iteration 37Q: 3 clusters Score -1613502 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 10692 members 
Entering Unmasked Estep 
Score: -1613510.000000 Penalty: 3104.288818
	Iteration 38Q: 3 clusters Score -1613510 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 10731 members 
Entering Unmasked Estep 
Score: -1613516.000000 Penalty: 3104.288818
	Iteration 39Q: 3 clusters Score -1613516 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 10765 members 
Entering Unmasked Estep 
Score: -1613525.875000 Penalty: 3104.288818
	Iteration 40F: 3 clusters Score -1613526 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 10804 members 
Entering Unmasked Estep 
Score: -1613537.500000 Penalty: 3104.288818
	Iteration 41Q: 3 clusters Score -1613538 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 10840 members 
Entering Unmasked Estep 
Score: -1613551.500000 Penalty: 3104.288818
	Iteration 42Q: 3 clusters Score -1613552 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 10881 members 
Entering Unmasked Estep 
Score: -1613562.500000 Penalty: 3104.288818
	Iteration 43Q: 3 clusters Score -1613562 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 10923 members 
Entering Unmasked Estep 
Score: -1613572.000000 Penalty: 3104.288818
	Iteration 44Q: 3 clusters Score -1613572 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 10962 members 
Entering Unmasked Estep 
Score: -1613586.500000 Penalty: 3104.288818
	Iteration 45Q: 3 clusters Score -1613586 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 10993 members 
Entering Unmasked Estep 
Score: -1613591.875000 Penalty: 3104.288818
	Iteration 46Q: 3 clusters Score -1613592 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 11020 members 
Entering Unmasked Estep 
Score: -1613600.625000 Penalty: 3104.288818
	Iteration 47Q: 3 clusters Score -1613601 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 11063 members 
Entering Unmasked Estep 
Score: -1613622.000000 Penalty: 3104.288818
	Iteration 48Q: 3 clusters Score -1613622 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 11109 members 
Entering Unmasked Estep 
Score: -1613639.625000 Penalty: 3104.288818
	Iteration 49Q: 3 clusters Score -1613640 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 11158 members 
Entering Unmasked Estep 
Score: -1613660.625000 Penalty: 3104.288818
	Iteration 50Q: 3 clusters Score -1613661 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 11205 members 
Entering Unmasked Estep 
Score: -1613676.875000 Penalty: 3104.288818
	Iteration 51Q: 3 clusters Score -1613677 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 11255 members 
Entering Unmasked Estep 
Score: -1613694.875000 Penalty: 3104.288818
	Iteration 52Q: 3 clusters Score -1613695 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 11299 members 
Entering Unmasked Estep 
Score: -1613709.125000 Penalty: 3104.288818
	Iteration 53Q: 3 clusters Score -1613709 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 11346 members 
Entering Unmasked Estep 
Score: -1613730.375000 Penalty: 3104.288818
	Iteration 54Q: 3 clusters Score -1613730 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 11382 members 
Entering Unmasked Estep 
Score: -1613736.500000 Penalty: 3104.288818
	Iteration 55Q: 3 clusters Score -1613736 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 11405 members 
Entering Unmasked Estep 
Score: -1613742.875000 Penalty: 3104.288818
	Iteration 56Q: 3 clusters Score -1613743 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 11422 members 
Entering Unmasked Estep 
Score: -1613749.500000 Penalty: 3104.288818
	Iteration 57Q: 3 clusters Score -1613750 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 11451 members 
Entering Unmasked Estep 
Score: -1613759.375000 Penalty: 3104.288818
	Iteration 58Q: 3 clusters Score -1613759 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 11476 members 
Entering Unmasked Estep 
Score: -1613765.250000 Penalty: 3104.288818
	Iteration 59Q: 3 clusters Score -1613765 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 11504 members 
Entering Unmasked Estep 
Score: -1613774.375000 Penalty: 3104.288818
	Iteration 60F: 3 clusters Score -1613774 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 11527 members 
Entering Unmasked Estep 
Score: -1613785.375000 Penalty: 3104.288818
	Iteration 61Q: 3 clusters Score -1613785 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 11560 members 
Entering Unmasked Estep 
Score: -1613799.125000 Penalty: 3104.288818
	Iteration 62Q: 3 clusters Score -1613799 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 11601 members 
Entering Unmasked Estep 
Score: -1613811.125000 Penalty: 3104.288818
	Iteration 63Q: 3 clusters Score -1613811 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 11632 members 
Entering Unmasked Estep 
Score: -1613828.625000 Penalty: 3104.288818
	Iteration 64Q: 3 clusters Score -1613829 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 11665 members 
Entering Unmasked Estep 
Score: -1613852.875000 Penalty: 3104.288818
	Iteration 65Q: 3 clusters Score -1613853 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 11706 members 
Entering Unmasked Estep 
Score: -1613884.500000 Penalty: 3104.288818
	Iteration 66Q: 3 clusters Score -1613884 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 11753 members 
Entering Unmasked Estep 
Score: -1613915.375000 Penalty: 3104.288818
	Iteration 67Q: 3 clusters Score -1613915 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 11806 members 
Entering Unmasked Estep 
Score: -1613960.625000 Penalty: 3104.288818
	Iteration 68Q: 3 clusters Score -1613961 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 11843 members 
Entering Unmasked Estep 
Score: -1614002.250000 Penalty: 3104.288818
	Iteration 69Q: 3 clusters Score -1614002 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 11884 members 
Entering Unmasked Estep 
Score: -1614036.250000 Penalty: 3104.288818
	Iteration 70Q: 3 clusters Score -1614036 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 11928 members 
Entering Unmasked Estep 
Score: -1614058.750000 Penalty: 3104.288818
	Iteration 71Q: 3 clusters Score -1614059 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 11963 members 
Entering Unmasked Estep 
Score: -1614074.750000 Penalty: 3104.288818
	Iteration 72Q: 3 clusters Score -1614075 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 11987 members 
Entering Unmasked Estep 
Score: -1614076.625000 Penalty: 3104.288818
	Iteration 73Q: 3 clusters Score -1614077 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 12004 members 
Entering Unmasked Estep 
Score: -1614088.500000 Penalty: 3104.288818
	Iteration 74Q: 3 clusters Score -1614088 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 12017 members 
Entering Unmasked Estep 
Score: -1614093.875000 Penalty: 3104.288818
	Iteration 75Q: 3 clusters Score -1614094 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 12029 members 
Entering Unmasked Estep 
Score: -1614096.125000 Penalty: 3104.288818
	Iteration 76Q: 3 clusters Score -1614096 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 12037 members 
Entering Unmasked Estep 
Score: -1614100.125000 Penalty: 3104.288818
	Iteration 77Q: 3 clusters Score -1614100 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 12043 members 
Entering Unmasked Estep 
Score: -1614099.500000 Penalty: 3104.288818
	Iteration 78Q: 3 clusters Score -1614100 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 12048 members 
Entering Unmasked Estep 
Score: -1614102.125000 Penalty: 3104.288818
	Iteration 79Q: 3 clusters Score -1614102 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 12051 members 
Entering Unmasked Estep 
Score: -1614101.250000 Penalty: 3104.288818
	Iteration 80F: 3 clusters Score -1614101 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 12052 members 
Entering Unmasked Estep 
Score: -1614100.125000 Penalty: 3104.288818
	Iteration 81Q: 3 clusters Score -1614100 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 12052 members 
Entering Unmasked Estep 
Score: -1614100.125000 Penalty: 3104.288818
	Iteration 82F: 3 clusters Score -1614100 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 13712 members 
Mstep: Class 2 contains 27386 members 
Mstep: Class 3 contains 55520 members 
Mstep: Class 4 contains 7987 members 
Mstep: Class 5 contains 2097 members 
Mstep: Class 6 contains 3784 members 
Mstep: Class 7 contains 74747 members 
Mstep: Class 8 contains 26922 members 
Mstep: Class 9 contains 19786 members 
Mstep: Class 10 contains 35998 members 
Mstep: Class 11 contains 44755 members 
Mstep: Class 12 contains 12221 members 
Mstep: Class 13 contains 17817 members 
Mstep: Class 14 contains 19215 members 
Mstep: Class 15 contains 339 members 
Mstep: Class 16 contains 8897 members 
Mstep: Class 17 contains 6439 members 
Mstep: Class 18 contains 2016 members 
Mstep: Class 19 contains 3186 members 
Mstep: Class 20 contains 32239 members 
Mstep: Class 21 contains 37014 members 
Mstep: Class 22 contains 24115 members 
Mstep: Class 23 contains 18158 members 
Mstep: Class 24 contains 33168 members 
Mstep: Class 25 contains 15537 members 
Mstep: Class 26 contains 10333 members 
Mstep: Class 27 contains 4968 members 
Mstep: Class 28 contains 30081 members 
Mstep: Class 29 contains 5280 members 
Mstep: Class 30 contains 1753 members 
Mstep: Class 31 contains 3394 members 
Mstep: Class 32 contains 2793 members 
Mstep: Class 33 contains 16933 members 
Mstep: Class 34 contains 4263 members 
Mstep: Class 35 contains 150986 members 
Mstep: Class 36 contains 8028 members 
Mstep: Class 37 contains 1777 members 
Mstep: Class 38 contains 23110 members 
Mstep: Class 39 contains 1614 members 
Mstep: Class 40 contains 154 members 
Mstep: Class 41 contains 12052 members 
Entering Unmasked Estep 
Score: -100278480.000000 Penalty: 90728.781250
Splitting cluster 18 changes total score from -100274640.000000 to -100278480.000000
So it's getting split into cluster 41.
Entering ConstructFrom: 
Trying to split cluster 19 (3186 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Entering Unmasked Estep 
Score: -400516.937500 Penalty: 1310.809814
	Iteration 0F: 2 clusters Score -400516.9 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 1582 members 
Entering Unmasked Estep 
Score: -397656.687500 Penalty: 2621.619629
	Iteration 0F: 3 clusters Score -397656.7 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -398346.000000 Penalty: 2621.619629
	Iteration 1F: 3 clusters Score -398346 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -398489.531250 Penalty: 2621.619629
	Iteration 2F: 3 clusters Score -398489.5 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -398590.031250 Penalty: 2621.619629
	Iteration 3F: 3 clusters Score -398590 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -398656.312500 Penalty: 2621.619629
	Iteration 4Q: 3 clusters Score -398656.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -398697.437500 Penalty: 2621.619629
	Iteration 5Q: 3 clusters Score -398697.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -398729.656250 Penalty: 2621.619629
	Iteration 6Q: 3 clusters Score -398729.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -398752.468750 Penalty: 2621.619629
	Iteration 7Q: 3 clusters Score -398752.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -398773.750000 Penalty: 2621.619629
	Iteration 8Q: 3 clusters Score -398773.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -398799.656250 Penalty: 2621.619629
	Iteration 9Q: 3 clusters Score -398799.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -398826.968750 Penalty: 2621.619629
	Iteration 10Q: 3 clusters Score -398827 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -398864.562500 Penalty: 2621.619629
	Iteration 11Q: 3 clusters Score -398864.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -398895.750000 Penalty: 2621.619629
	Iteration 12Q: 3 clusters Score -398895.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -398926.312500 Penalty: 2621.619629
	Iteration 13Q: 3 clusters Score -398926.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -398953.968750 Penalty: 2621.619629
	Iteration 14Q: 3 clusters Score -398954 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -398981.375000 Penalty: 2621.619629
	Iteration 15Q: 3 clusters Score -398981.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -399016.062500 Penalty: 2621.619629
	Iteration 16Q: 3 clusters Score -399016.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -399050.375000 Penalty: 2621.619629
	Iteration 17Q: 3 clusters Score -399050.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -399087.937500 Penalty: 2621.619629
	Iteration 18Q: 3 clusters Score -399087.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -399128.687500 Penalty: 2621.619629
	Iteration 19Q: 3 clusters Score -399128.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -399168.000000 Penalty: 2621.619629
	Iteration 20F: 3 clusters Score -399168 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -399199.812500 Penalty: 2621.619629
	Iteration 21Q: 3 clusters Score -399199.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -399232.531250 Penalty: 2621.619629
	Iteration 22Q: 3 clusters Score -399232.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -399273.687500 Penalty: 2621.619629
	Iteration 23Q: 3 clusters Score -399273.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -399298.375000 Penalty: 2621.619629
	Iteration 24Q: 3 clusters Score -399298.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -399310.906250 Penalty: 2621.619629
	Iteration 25Q: 3 clusters Score -399310.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -399319.375000 Penalty: 2621.619629
	Iteration 26Q: 3 clusters Score -399319.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -399326.656250 Penalty: 2621.619629
	Iteration 27Q: 3 clusters Score -399326.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -399335.968750 Penalty: 2621.619629
	Iteration 28Q: 3 clusters Score -399336 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -399343.250000 Penalty: 2621.619629
	Iteration 29Q: 3 clusters Score -399343.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -399351.437500 Penalty: 2621.619629
	Iteration 30Q: 3 clusters Score -399351.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -399355.562500 Penalty: 2621.619629
	Iteration 31Q: 3 clusters Score -399355.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -399361.687500 Penalty: 2621.619629
	Iteration 32Q: 3 clusters Score -399361.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -399366.812500 Penalty: 2621.619629
	Iteration 33Q: 3 clusters Score -399366.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -399370.781250 Penalty: 2621.619629
	Iteration 34Q: 3 clusters Score -399370.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -399372.312500 Penalty: 2621.619629
	Iteration 35Q: 3 clusters Score -399372.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -399373.812500 Penalty: 2621.619629
	Iteration 36Q: 3 clusters Score -399373.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -399376.218750 Penalty: 2621.619629
	Iteration 37Q: 3 clusters Score -399376.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -399377.000000 Penalty: 2621.619629
	Iteration 38Q: 3 clusters Score -399377 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -399379.906250 Penalty: 2621.619629
	Iteration 39Q: 3 clusters Score -399379.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -399383.781250 Penalty: 2621.619629
	Iteration 40F: 3 clusters Score -399383.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -399386.218750 Penalty: 2621.619629
	Iteration 41Q: 3 clusters Score -399386.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -399387.406250 Penalty: 2621.619629
	Iteration 42Q: 3 clusters Score -399387.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -399388.906250 Penalty: 2621.619629
	Iteration 43Q: 3 clusters Score -399388.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -399390.562500 Penalty: 2621.619629
	Iteration 44Q: 3 clusters Score -399390.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -399390.562500 Penalty: 2621.619629
	Iteration 45F: 3 clusters Score -399390.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (32239 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32239 members 
Entering Unmasked Estep 
Score: -4178528.250000 Penalty: 1686.901367
	Iteration 0F: 2 clusters Score -4178528 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16010 members 
Mstep: Class 2 contains 16229 members 
Entering Unmasked Estep 
Score: -4156932.000000 Penalty: 3373.802734
	Iteration 0F: 3 clusters Score -4156932 nChanged 14786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15398 members 
Mstep: Class 2 contains 16841 members 
Entering Unmasked Estep 
Score: -4165057.500000 Penalty: 3373.802734
	Iteration 1F: 3 clusters Score -4165058 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14882 members 
Mstep: Class 2 contains 17357 members 
Entering Unmasked Estep 
Score: -4165387.250000 Penalty: 3373.802734
	Iteration 2Q: 3 clusters Score -4165387 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14159 members 
Mstep: Class 2 contains 18080 members 
Entering Unmasked Estep 
Score: -4165766.500000 Penalty: 3373.802734
	Iteration 3Q: 3 clusters Score -4165766 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13097 members 
Mstep: Class 2 contains 19142 members 
Entering Unmasked Estep 
Score: -4166306.750000 Penalty: 3373.802734
	Iteration 4Q: 3 clusters Score -4166307 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11616 members 
Mstep: Class 2 contains 20623 members 
Entering Unmasked Estep 
Score: -4167117.750000 Penalty: 3373.802734
	Iteration 5F: 3 clusters Score -4167118 nChanged 2030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9624 members 
Mstep: Class 2 contains 22615 members 
Entering Unmasked Estep 
Score: -4168440.000000 Penalty: 3373.802734
	Iteration 6F: 3 clusters Score -4168440 nChanged 2433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7227 members 
Mstep: Class 2 contains 25012 members 
Entering Unmasked Estep 
Score: -4170336.500000 Penalty: 3373.802734
	Iteration 7F: 3 clusters Score -4170336 nChanged 2542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 27540 members 
Entering Unmasked Estep 
Score: -4172620.500000 Penalty: 3373.802734
	Iteration 8F: 3 clusters Score -4172620 nChanged 2092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 29626 members 
Entering Unmasked Estep 
Score: -4174623.250000 Penalty: 3373.802734
	Iteration 9F: 3 clusters Score -4174623 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 30962 members 
Entering Unmasked Estep 
Score: -4175928.250000 Penalty: 3373.802734
	Iteration 10Q: 3 clusters Score -4175928 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 31637 members 
Entering Unmasked Estep 
Score: -4176558.250000 Penalty: 3373.802734
	Iteration 11Q: 3 clusters Score -4176558 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 31897 members 
Entering Unmasked Estep 
Score: -4176813.250000 Penalty: 3373.802734
	Iteration 12Q: 3 clusters Score -4176813 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 31996 members 
Entering Unmasked Estep 
Score: -4176928.000000 Penalty: 3373.802734
	Iteration 13Q: 3 clusters Score -4176928 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 32042 members 
Entering Unmasked Estep 
Score: -4176987.500000 Penalty: 3373.802734
	Iteration 14Q: 3 clusters Score -4176988 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 32064 members 
Entering Unmasked Estep 
Score: -4177011.500000 Penalty: 3373.802734
	Iteration 15Q: 3 clusters Score -4177012 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 32071 members 
Entering Unmasked Estep 
Score: -4177021.000000 Penalty: 3373.802734
	Iteration 16Q: 3 clusters Score -4177021 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 32075 members 
Entering Unmasked Estep 
Score: -4177025.250000 Penalty: 3373.802734
	Iteration 17Q: 3 clusters Score -4177025 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 32079 members 
Entering Unmasked Estep 
Score: -4177031.000000 Penalty: 3373.802734
	Iteration 18Q: 3 clusters Score -4177031 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 32082 members 
Entering Unmasked Estep 
Score: -4177032.500000 Penalty: 3373.802734
	Iteration 19Q: 3 clusters Score -4177032 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 32083 members 
Entering Unmasked Estep 
Score: -4177037.250000 Penalty: 3373.802734
	Iteration 20F: 3 clusters Score -4177037 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 32085 members 
Entering Unmasked Estep 
Score: -4177038.000000 Penalty: 3373.802734
	Iteration 21Q: 3 clusters Score -4177038 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 32085 members 
Entering Unmasked Estep 
Score: -4177042.750000 Penalty: 3373.802734
	Iteration 22Q: 3 clusters Score -4177043 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 32085 members 
Entering Unmasked Estep 
Score: -4177042.750000 Penalty: 3373.802734
	Iteration 23F: 3 clusters Score -4177043 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (37014 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37014 members 
Entering Unmasked Estep 
Score: -4661345.000000 Penalty: 1709.345825
	Iteration 0F: 2 clusters Score -4661345 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18409 members 
Mstep: Class 2 contains 18605 members 
Entering Unmasked Estep 
Score: -4636537.500000 Penalty: 3418.691650
	Iteration 0F: 3 clusters Score -4636538 nChanged 17112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17507 members 
Mstep: Class 2 contains 19507 members 
Entering Unmasked Estep 
Score: -4646440.000000 Penalty: 3418.691650
	Iteration 1F: 3 clusters Score -4646440 nChanged 2085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16806 members 
Mstep: Class 2 contains 20208 members 
Entering Unmasked Estep 
Score: -4647526.000000 Penalty: 3418.691650
	Iteration 2F: 3 clusters Score -4647526 nChanged 2331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15831 members 
Mstep: Class 2 contains 21183 members 
Entering Unmasked Estep 
Score: -4649083.000000 Penalty: 3418.691650
	Iteration 3F: 3 clusters Score -4649083 nChanged 2758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14425 members 
Mstep: Class 2 contains 22589 members 
Entering Unmasked Estep 
Score: -4651293.500000 Penalty: 3418.691650
	Iteration 4F: 3 clusters Score -4651294 nChanged 2976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12883 members 
Mstep: Class 2 contains 24131 members 
Entering Unmasked Estep 
Score: -4654101.500000 Penalty: 3418.691650
	Iteration 5F: 3 clusters Score -4654102 nChanged 2745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11694 members 
Mstep: Class 2 contains 25320 members 
Entering Unmasked Estep 
Score: -4656986.500000 Penalty: 3418.691650
	Iteration 6F: 3 clusters Score -4656986 nChanged 2183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11155 members 
Mstep: Class 2 contains 25859 members 
Entering Unmasked Estep 
Score: -4659107.500000 Penalty: 3418.691650
	Iteration 7F: 3 clusters Score -4659108 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11002 members 
Mstep: Class 2 contains 26012 members 
Entering Unmasked Estep 
Score: -4660010.000000 Penalty: 3418.691650
	Iteration 8Q: 3 clusters Score -4660010 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10984 members 
Mstep: Class 2 contains 26030 members 
Entering Unmasked Estep 
Score: -4660330.000000 Penalty: 3418.691650
	Iteration 9Q: 3 clusters Score -4660330 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10973 members 
Mstep: Class 2 contains 26041 members 
Entering Unmasked Estep 
Score: -4660471.500000 Penalty: 3418.691650
	Iteration 10Q: 3 clusters Score -4660472 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10981 members 
Mstep: Class 2 contains 26033 members 
Entering Unmasked Estep 
Score: -4660545.500000 Penalty: 3418.691650
	Iteration 11Q: 3 clusters Score -4660546 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11008 members 
Mstep: Class 2 contains 26006 members 
Entering Unmasked Estep 
Score: -4660635.500000 Penalty: 3418.691650
	Iteration 12Q: 3 clusters Score -4660636 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11036 members 
Mstep: Class 2 contains 25978 members 
Entering Unmasked Estep 
Score: -4660691.000000 Penalty: 3418.691650
	Iteration 13Q: 3 clusters Score -4660691 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11088 members 
Mstep: Class 2 contains 25926 members 
Entering Unmasked Estep 
Score: -4660737.500000 Penalty: 3418.691650
	Iteration 14Q: 3 clusters Score -4660738 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11146 members 
Mstep: Class 2 contains 25868 members 
Entering Unmasked Estep 
Score: -4660772.500000 Penalty: 3418.691650
	Iteration 15Q: 3 clusters Score -4660772 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11194 members 
Mstep: Class 2 contains 25820 members 
Entering Unmasked Estep 
Score: -4660800.000000 Penalty: 3418.691650
	Iteration 16Q: 3 clusters Score -4660800 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11254 members 
Mstep: Class 2 contains 25760 members 
Entering Unmasked Estep 
Score: -4660813.000000 Penalty: 3418.691650
	Iteration 17Q: 3 clusters Score -4660813 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11297 members 
Mstep: Class 2 contains 25717 members 
Entering Unmasked Estep 
Score: -4660817.000000 Penalty: 3418.691650
	Iteration 18Q: 3 clusters Score -4660817 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11346 members 
Mstep: Class 2 contains 25668 members 
Entering Unmasked Estep 
Score: -4660826.000000 Penalty: 3418.691650
	Iteration 19Q: 3 clusters Score -4660826 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11389 members 
Mstep: Class 2 contains 25625 members 
Entering Unmasked Estep 
Score: -4660840.500000 Penalty: 3418.691650
	Iteration 20F: 3 clusters Score -4660840 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11429 members 
Mstep: Class 2 contains 25585 members 
Entering Unmasked Estep 
Score: -4660848.500000 Penalty: 3418.691650
	Iteration 21Q: 3 clusters Score -4660848 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11468 members 
Mstep: Class 2 contains 25546 members 
Entering Unmasked Estep 
Score: -4660845.500000 Penalty: 3418.691650
	Iteration 22Q: 3 clusters Score -4660846 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11498 members 
Mstep: Class 2 contains 25516 members 
Entering Unmasked Estep 
Score: -4660844.000000 Penalty: 3418.691650
	Iteration 23Q: 3 clusters Score -4660844 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11534 members 
Mstep: Class 2 contains 25480 members 
Entering Unmasked Estep 
Score: -4660859.000000 Penalty: 3418.691650
	Iteration 24Q: 3 clusters Score -4660859 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11580 members 
Mstep: Class 2 contains 25434 members 
Entering Unmasked Estep 
Score: -4660855.000000 Penalty: 3418.691650
	Iteration 25Q: 3 clusters Score -4660855 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11619 members 
Mstep: Class 2 contains 25395 members 
Entering Unmasked Estep 
Score: -4660851.500000 Penalty: 3418.691650
	Iteration 26Q: 3 clusters Score -4660852 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11652 members 
Mstep: Class 2 contains 25362 members 
Entering Unmasked Estep 
Score: -4660850.000000 Penalty: 3418.691650
	Iteration 27Q: 3 clusters Score -4660850 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11672 members 
Mstep: Class 2 contains 25342 members 
Entering Unmasked Estep 
Score: -4660849.500000 Penalty: 3418.691650
	Iteration 28Q: 3 clusters Score -4660850 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11694 members 
Mstep: Class 2 contains 25320 members 
Entering Unmasked Estep 
Score: -4660860.000000 Penalty: 3418.691650
	Iteration 29Q: 3 clusters Score -4660860 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11712 members 
Mstep: Class 2 contains 25302 members 
Entering Unmasked Estep 
Score: -4660853.000000 Penalty: 3418.691650
	Iteration 30Q: 3 clusters Score -4660853 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11731 members 
Mstep: Class 2 contains 25283 members 
Entering Unmasked Estep 
Score: -4660845.000000 Penalty: 3418.691650
	Iteration 31Q: 3 clusters Score -4660845 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11751 members 
Mstep: Class 2 contains 25263 members 
Entering Unmasked Estep 
Score: -4660847.000000 Penalty: 3418.691650
	Iteration 32Q: 3 clusters Score -4660847 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11765 members 
Mstep: Class 2 contains 25249 members 
Entering Unmasked Estep 
Score: -4660844.000000 Penalty: 3418.691650
	Iteration 33Q: 3 clusters Score -4660844 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11780 members 
Mstep: Class 2 contains 25234 members 
Entering Unmasked Estep 
Score: -4660849.500000 Penalty: 3418.691650
	Iteration 34Q: 3 clusters Score -4660850 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11790 members 
Mstep: Class 2 contains 25224 members 
Entering Unmasked Estep 
Score: -4660855.000000 Penalty: 3418.691650
	Iteration 35Q: 3 clusters Score -4660855 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11804 members 
Mstep: Class 2 contains 25210 members 
Entering Unmasked Estep 
Score: -4660853.500000 Penalty: 3418.691650
	Iteration 36Q: 3 clusters Score -4660854 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11814 members 
Mstep: Class 2 contains 25200 members 
Entering Unmasked Estep 
Score: -4660847.000000 Penalty: 3418.691650
	Iteration 37Q: 3 clusters Score -4660847 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11824 members 
Mstep: Class 2 contains 25190 members 
Entering Unmasked Estep 
Score: -4660849.500000 Penalty: 3418.691650
	Iteration 38Q: 3 clusters Score -4660850 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11838 members 
Mstep: Class 2 contains 25176 members 
Entering Unmasked Estep 
Score: -4660852.500000 Penalty: 3418.691650
	Iteration 39Q: 3 clusters Score -4660852 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11850 members 
Mstep: Class 2 contains 25164 members 
Entering Unmasked Estep 
Score: -4660851.500000 Penalty: 3418.691650
	Iteration 40F: 3 clusters Score -4660852 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11864 members 
Mstep: Class 2 contains 25150 members 
Entering Unmasked Estep 
Score: -4660855.500000 Penalty: 3418.691650
	Iteration 41Q: 3 clusters Score -4660856 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11881 members 
Mstep: Class 2 contains 25133 members 
Entering Unmasked Estep 
Score: -4660856.500000 Penalty: 3418.691650
	Iteration 42Q: 3 clusters Score -4660856 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11903 members 
Mstep: Class 2 contains 25111 members 
Entering Unmasked Estep 
Score: -4660858.000000 Penalty: 3418.691650
	Iteration 43Q: 3 clusters Score -4660858 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11928 members 
Mstep: Class 2 contains 25086 members 
Entering Unmasked Estep 
Score: -4660863.500000 Penalty: 3418.691650
	Iteration 44Q: 3 clusters Score -4660864 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11957 members 
Mstep: Class 2 contains 25057 members 
Entering Unmasked Estep 
Score: -4660864.000000 Penalty: 3418.691650
	Iteration 45Q: 3 clusters Score -4660864 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11973 members 
Mstep: Class 2 contains 25041 members 
Entering Unmasked Estep 
Score: -4660863.000000 Penalty: 3418.691650
	Iteration 46Q: 3 clusters Score -4660863 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11989 members 
Mstep: Class 2 contains 25025 members 
Entering Unmasked Estep 
Score: -4660869.500000 Penalty: 3418.691650
	Iteration 47Q: 3 clusters Score -4660870 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12003 members 
Mstep: Class 2 contains 25011 members 
Entering Unmasked Estep 
Score: -4660874.000000 Penalty: 3418.691650
	Iteration 48Q: 3 clusters Score -4660874 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12015 members 
Mstep: Class 2 contains 24999 members 
Entering Unmasked Estep 
Score: -4660875.500000 Penalty: 3418.691650
	Iteration 49Q: 3 clusters Score -4660876 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12031 members 
Mstep: Class 2 contains 24983 members 
Entering Unmasked Estep 
Score: -4660869.000000 Penalty: 3418.691650
	Iteration 50Q: 3 clusters Score -4660869 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12052 members 
Mstep: Class 2 contains 24962 members 
Entering Unmasked Estep 
Score: -4660871.500000 Penalty: 3418.691650
	Iteration 51Q: 3 clusters Score -4660872 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12070 members 
Mstep: Class 2 contains 24944 members 
Entering Unmasked Estep 
Score: -4660877.000000 Penalty: 3418.691650
	Iteration 52Q: 3 clusters Score -4660877 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12091 members 
Mstep: Class 2 contains 24923 members 
Entering Unmasked Estep 
Score: -4660881.000000 Penalty: 3418.691650
	Iteration 53Q: 3 clusters Score -4660881 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12109 members 
Mstep: Class 2 contains 24905 members 
Entering Unmasked Estep 
Score: -4660883.500000 Penalty: 3418.691650
	Iteration 54Q: 3 clusters Score -4660884 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12116 members 
Mstep: Class 2 contains 24898 members 
Entering Unmasked Estep 
Score: -4660884.000000 Penalty: 3418.691650
	Iteration 55Q: 3 clusters Score -4660884 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12125 members 
Mstep: Class 2 contains 24889 members 
Entering Unmasked Estep 
Score: -4660884.000000 Penalty: 3418.691650
	Iteration 56Q: 3 clusters Score -4660884 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12134 members 
Mstep: Class 2 contains 24880 members 
Entering Unmasked Estep 
Score: -4660887.500000 Penalty: 3418.691650
	Iteration 57Q: 3 clusters Score -4660888 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12142 members 
Mstep: Class 2 contains 24872 members 
Entering Unmasked Estep 
Score: -4660884.000000 Penalty: 3418.691650
	Iteration 58Q: 3 clusters Score -4660884 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12154 members 
Mstep: Class 2 contains 24860 members 
Entering Unmasked Estep 
Score: -4660886.500000 Penalty: 3418.691650
	Iteration 59Q: 3 clusters Score -4660886 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12167 members 
Mstep: Class 2 contains 24847 members 
Entering Unmasked Estep 
Score: -4660880.500000 Penalty: 3418.691650
	Iteration 60F: 3 clusters Score -4660880 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12181 members 
Mstep: Class 2 contains 24833 members 
Entering Unmasked Estep 
Score: -4660886.500000 Penalty: 3418.691650
	Iteration 61Q: 3 clusters Score -4660886 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12201 members 
Mstep: Class 2 contains 24813 members 
Entering Unmasked Estep 
Score: -4660889.000000 Penalty: 3418.691650
	Iteration 62Q: 3 clusters Score -4660889 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12212 members 
Mstep: Class 2 contains 24802 members 
Entering Unmasked Estep 
Score: -4660896.500000 Penalty: 3418.691650
	Iteration 63Q: 3 clusters Score -4660896 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12231 members 
Mstep: Class 2 contains 24783 members 
Entering Unmasked Estep 
Score: -4660889.500000 Penalty: 3418.691650
	Iteration 64Q: 3 clusters Score -4660890 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12249 members 
Mstep: Class 2 contains 24765 members 
Entering Unmasked Estep 
Score: -4660886.500000 Penalty: 3418.691650
	Iteration 65Q: 3 clusters Score -4660886 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12271 members 
Mstep: Class 2 contains 24743 members 
Entering Unmasked Estep 
Score: -4660881.500000 Penalty: 3418.691650
	Iteration 66Q: 3 clusters Score -4660882 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12290 members 
Mstep: Class 2 contains 24724 members 
Entering Unmasked Estep 
Score: -4660878.500000 Penalty: 3418.691650
	Iteration 67Q: 3 clusters Score -4660878 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12301 members 
Mstep: Class 2 contains 24713 members 
Entering Unmasked Estep 
Score: -4660887.500000 Penalty: 3418.691650
	Iteration 68Q: 3 clusters Score -4660888 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12316 members 
Mstep: Class 2 contains 24698 members 
Entering Unmasked Estep 
Score: -4660891.500000 Penalty: 3418.691650
	Iteration 69Q: 3 clusters Score -4660892 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12335 members 
Mstep: Class 2 contains 24679 members 
Entering Unmasked Estep 
Score: -4660896.500000 Penalty: 3418.691650
	Iteration 70Q: 3 clusters Score -4660896 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12355 members 
Mstep: Class 2 contains 24659 members 
Entering Unmasked Estep 
Score: -4660902.500000 Penalty: 3418.691650
	Iteration 71Q: 3 clusters Score -4660902 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12376 members 
Mstep: Class 2 contains 24638 members 
Entering Unmasked Estep 
Score: -4660905.000000 Penalty: 3418.691650
	Iteration 72Q: 3 clusters Score -4660905 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12395 members 
Mstep: Class 2 contains 24619 members 
Entering Unmasked Estep 
Score: -4660904.000000 Penalty: 3418.691650
	Iteration 73Q: 3 clusters Score -4660904 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12410 members 
Mstep: Class 2 contains 24604 members 
Entering Unmasked Estep 
Score: -4660897.500000 Penalty: 3418.691650
	Iteration 74Q: 3 clusters Score -4660898 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12427 members 
Mstep: Class 2 contains 24587 members 
Entering Unmasked Estep 
Score: -4660907.000000 Penalty: 3418.691650
	Iteration 75Q: 3 clusters Score -4660907 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12442 members 
Mstep: Class 2 contains 24572 members 
Entering Unmasked Estep 
Score: -4660903.500000 Penalty: 3418.691650
	Iteration 76Q: 3 clusters Score -4660904 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12457 members 
Mstep: Class 2 contains 24557 members 
Entering Unmasked Estep 
Score: -4660905.000000 Penalty: 3418.691650
	Iteration 77Q: 3 clusters Score -4660905 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12472 members 
Mstep: Class 2 contains 24542 members 
Entering Unmasked Estep 
Score: -4660898.500000 Penalty: 3418.691650
	Iteration 78Q: 3 clusters Score -4660898 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12482 members 
Mstep: Class 2 contains 24532 members 
Entering Unmasked Estep 
Score: -4660896.000000 Penalty: 3418.691650
	Iteration 79Q: 3 clusters Score -4660896 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12493 members 
Mstep: Class 2 contains 24521 members 
Entering Unmasked Estep 
Score: -4660900.500000 Penalty: 3418.691650
	Iteration 80F: 3 clusters Score -4660900 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12510 members 
Mstep: Class 2 contains 24504 members 
Entering Unmasked Estep 
Score: -4660901.000000 Penalty: 3418.691650
	Iteration 81Q: 3 clusters Score -4660901 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12528 members 
Mstep: Class 2 contains 24486 members 
Entering Unmasked Estep 
Score: -4660891.500000 Penalty: 3418.691650
	Iteration 82Q: 3 clusters Score -4660892 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12547 members 
Mstep: Class 2 contains 24467 members 
Entering Unmasked Estep 
Score: -4660886.000000 Penalty: 3418.691650
	Iteration 83Q: 3 clusters Score -4660886 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12567 members 
Mstep: Class 2 contains 24447 members 
Entering Unmasked Estep 
Score: -4660883.500000 Penalty: 3418.691650
	Iteration 84Q: 3 clusters Score -4660884 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12583 members 
Mstep: Class 2 contains 24431 members 
Entering Unmasked Estep 
Score: -4660887.500000 Penalty: 3418.691650
	Iteration 85Q: 3 clusters Score -4660888 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12600 members 
Mstep: Class 2 contains 24414 members 
Entering Unmasked Estep 
Score: -4660893.500000 Penalty: 3418.691650
	Iteration 86Q: 3 clusters Score -4660894 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12616 members 
Mstep: Class 2 contains 24398 members 
Entering Unmasked Estep 
Score: -4660889.000000 Penalty: 3418.691650
	Iteration 87Q: 3 clusters Score -4660889 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12624 members 
Mstep: Class 2 contains 24390 members 
Entering Unmasked Estep 
Score: -4660894.500000 Penalty: 3418.691650
	Iteration 88Q: 3 clusters Score -4660894 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12632 members 
Mstep: Class 2 contains 24382 members 
Entering Unmasked Estep 
Score: -4660897.500000 Penalty: 3418.691650
	Iteration 89Q: 3 clusters Score -4660898 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12644 members 
Mstep: Class 2 contains 24370 members 
Entering Unmasked Estep 
Score: -4660893.500000 Penalty: 3418.691650
	Iteration 90Q: 3 clusters Score -4660894 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12654 members 
Mstep: Class 2 contains 24360 members 
Entering Unmasked Estep 
Score: -4660894.500000 Penalty: 3418.691650
	Iteration 91Q: 3 clusters Score -4660894 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12667 members 
Mstep: Class 2 contains 24347 members 
Entering Unmasked Estep 
Score: -4660892.000000 Penalty: 3418.691650
	Iteration 92Q: 3 clusters Score -4660892 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12674 members 
Mstep: Class 2 contains 24340 members 
Entering Unmasked Estep 
Score: -4660887.500000 Penalty: 3418.691650
	Iteration 93Q: 3 clusters Score -4660888 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12682 members 
Mstep: Class 2 contains 24332 members 
Entering Unmasked Estep 
Score: -4660884.000000 Penalty: 3418.691650
	Iteration 94Q: 3 clusters Score -4660884 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12689 members 
Mstep: Class 2 contains 24325 members 
Entering Unmasked Estep 
Score: -4660878.000000 Penalty: 3418.691650
	Iteration 95Q: 3 clusters Score -4660878 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12695 members 
Mstep: Class 2 contains 24319 members 
Entering Unmasked Estep 
Score: -4660875.000000 Penalty: 3418.691650
	Iteration 96Q: 3 clusters Score -4660875 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12697 members 
Mstep: Class 2 contains 24317 members 
Entering Unmasked Estep 
Score: -4660879.000000 Penalty: 3418.691650
	Iteration 97Q: 3 clusters Score -4660879 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12699 members 
Mstep: Class 2 contains 24315 members 
Entering Unmasked Estep 
Score: -4660881.500000 Penalty: 3418.691650
	Iteration 98Q: 3 clusters Score -4660882 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12699 members 
Mstep: Class 2 contains 24315 members 
Entering Unmasked Estep 
Score: -4660881.500000 Penalty: 3418.691650
	Iteration 99F: 3 clusters Score -4660882 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (24115 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24115 members 
Entering Unmasked Estep 
Score: -2830863.750000 Penalty: 1639.720825
	Iteration 0F: 2 clusters Score -2830864 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12014 members 
Mstep: Class 2 contains 12101 members 
Entering Unmasked Estep 
Score: -2814586.250000 Penalty: 3279.441650
	Iteration 0F: 3 clusters Score -2814586 nChanged 11066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11554 members 
Mstep: Class 2 contains 12561 members 
Entering Unmasked Estep 
Score: -2821071.250000 Penalty: 3279.441650
	Iteration 1F: 3 clusters Score -2821071 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11351 members 
Mstep: Class 2 contains 12764 members 
Entering Unmasked Estep 
Score: -2821976.750000 Penalty: 3279.441650
	Iteration 2F: 3 clusters Score -2821977 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11049 members 
Mstep: Class 2 contains 13066 members 
Entering Unmasked Estep 
Score: -2822928.000000 Penalty: 3279.441650
	Iteration 3F: 3 clusters Score -2822928 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10681 members 
Mstep: Class 2 contains 13434 members 
Entering Unmasked Estep 
Score: -2823791.500000 Penalty: 3279.441650
	Iteration 4F: 3 clusters Score -2823792 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10248 members 
Mstep: Class 2 contains 13867 members 
Entering Unmasked Estep 
Score: -2824529.500000 Penalty: 3279.441650
	Iteration 5F: 3 clusters Score -2824530 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9797 members 
Mstep: Class 2 contains 14318 members 
Entering Unmasked Estep 
Score: -2825110.750000 Penalty: 3279.441650
	Iteration 6Q: 3 clusters Score -2825111 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9292 members 
Mstep: Class 2 contains 14823 members 
Entering Unmasked Estep 
Score: -2825573.500000 Penalty: 3279.441650
	Iteration 7Q: 3 clusters Score -2825574 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8805 members 
Mstep: Class 2 contains 15310 members 
Entering Unmasked Estep 
Score: -2825995.750000 Penalty: 3279.441650
	Iteration 8Q: 3 clusters Score -2825996 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8253 members 
Mstep: Class 2 contains 15862 members 
Entering Unmasked Estep 
Score: -2826411.500000 Penalty: 3279.441650
	Iteration 9Q: 3 clusters Score -2826412 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7702 members 
Mstep: Class 2 contains 16413 members 
Entering Unmasked Estep 
Score: -2826780.500000 Penalty: 3279.441650
	Iteration 10Q: 3 clusters Score -2826780 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7194 members 
Mstep: Class 2 contains 16921 members 
Entering Unmasked Estep 
Score: -2827115.000000 Penalty: 3279.441650
	Iteration 11Q: 3 clusters Score -2827115 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6691 members 
Mstep: Class 2 contains 17424 members 
Entering Unmasked Estep 
Score: -2827455.000000 Penalty: 3279.441650
	Iteration 12Q: 3 clusters Score -2827455 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6228 members 
Mstep: Class 2 contains 17887 members 
Entering Unmasked Estep 
Score: -2827724.000000 Penalty: 3279.441650
	Iteration 13Q: 3 clusters Score -2827724 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5814 members 
Mstep: Class 2 contains 18301 members 
Entering Unmasked Estep 
Score: -2827932.250000 Penalty: 3279.441650
	Iteration 14Q: 3 clusters Score -2827932 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5433 members 
Mstep: Class 2 contains 18682 members 
Entering Unmasked Estep 
Score: -2828116.250000 Penalty: 3279.441650
	Iteration 15Q: 3 clusters Score -2828116 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 19064 members 
Entering Unmasked Estep 
Score: -2828281.000000 Penalty: 3279.441650
	Iteration 16Q: 3 clusters Score -2828281 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 19441 members 
Entering Unmasked Estep 
Score: -2828447.250000 Penalty: 3279.441650
	Iteration 17Q: 3 clusters Score -2828447 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 19802 members 
Entering Unmasked Estep 
Score: -2828602.000000 Penalty: 3279.441650
	Iteration 18Q: 3 clusters Score -2828602 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 20147 members 
Entering Unmasked Estep 
Score: -2828742.500000 Penalty: 3279.441650
	Iteration 19Q: 3 clusters Score -2828742 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 20477 members 
Entering Unmasked Estep 
Score: -2828889.250000 Penalty: 3279.441650
	Iteration 20F: 3 clusters Score -2828889 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 20783 members 
Entering Unmasked Estep 
Score: -2829025.500000 Penalty: 3279.441650
	Iteration 21Q: 3 clusters Score -2829026 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 21088 members 
Entering Unmasked Estep 
Score: -2829139.750000 Penalty: 3279.441650
	Iteration 22Q: 3 clusters Score -2829140 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 21390 members 
Entering Unmasked Estep 
Score: -2829270.250000 Penalty: 3279.441650
	Iteration 23Q: 3 clusters Score -2829270 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 21654 members 
Entering Unmasked Estep 
Score: -2829374.750000 Penalty: 3279.441650
	Iteration 24Q: 3 clusters Score -2829375 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 21869 members 
Entering Unmasked Estep 
Score: -2829463.000000 Penalty: 3279.441650
	Iteration 25Q: 3 clusters Score -2829463 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 22053 members 
Entering Unmasked Estep 
Score: -2829544.000000 Penalty: 3279.441650
	Iteration 26Q: 3 clusters Score -2829544 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 22237 members 
Entering Unmasked Estep 
Score: -2829604.500000 Penalty: 3279.441650
	Iteration 27Q: 3 clusters Score -2829604 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 22387 members 
Entering Unmasked Estep 
Score: -2829655.250000 Penalty: 3279.441650
	Iteration 28Q: 3 clusters Score -2829655 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 22507 members 
Entering Unmasked Estep 
Score: -2829702.750000 Penalty: 3279.441650
	Iteration 29Q: 3 clusters Score -2829703 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 22612 members 
Entering Unmasked Estep 
Score: -2829740.250000 Penalty: 3279.441650
	Iteration 30Q: 3 clusters Score -2829740 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 22705 members 
Entering Unmasked Estep 
Score: -2829772.750000 Penalty: 3279.441650
	Iteration 31Q: 3 clusters Score -2829773 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 22782 members 
Entering Unmasked Estep 
Score: -2829813.000000 Penalty: 3279.441650
	Iteration 32Q: 3 clusters Score -2829813 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 22846 members 
Entering Unmasked Estep 
Score: -2829837.250000 Penalty: 3279.441650
	Iteration 33Q: 3 clusters Score -2829837 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 22912 members 
Entering Unmasked Estep 
Score: -2829869.750000 Penalty: 3279.441650
	Iteration 34Q: 3 clusters Score -2829870 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 22954 members 
Entering Unmasked Estep 
Score: -2829890.250000 Penalty: 3279.441650
	Iteration 35Q: 3 clusters Score -2829890 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 22986 members 
Entering Unmasked Estep 
Score: -2829899.000000 Penalty: 3279.441650
	Iteration 36Q: 3 clusters Score -2829899 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 23012 members 
Entering Unmasked Estep 
Score: -2829909.750000 Penalty: 3279.441650
	Iteration 37Q: 3 clusters Score -2829910 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 23038 members 
Entering Unmasked Estep 
Score: -2829918.000000 Penalty: 3279.441650
	Iteration 38Q: 3 clusters Score -2829918 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 23059 members 
Entering Unmasked Estep 
Score: -2829925.750000 Penalty: 3279.441650
	Iteration 39Q: 3 clusters Score -2829926 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 23079 members 
Entering Unmasked Estep 
Score: -2829939.500000 Penalty: 3279.441650
	Iteration 40F: 3 clusters Score -2829940 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 23098 members 
Entering Unmasked Estep 
Score: -2829945.250000 Penalty: 3279.441650
	Iteration 41Q: 3 clusters Score -2829945 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 23113 members 
Entering Unmasked Estep 
Score: -2829950.500000 Penalty: 3279.441650
	Iteration 42Q: 3 clusters Score -2829950 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 23126 members 
Entering Unmasked Estep 
Score: -2829956.500000 Penalty: 3279.441650
	Iteration 43Q: 3 clusters Score -2829956 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 23136 members 
Entering Unmasked Estep 
Score: -2829959.500000 Penalty: 3279.441650
	Iteration 44Q: 3 clusters Score -2829960 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 23144 members 
Entering Unmasked Estep 
Score: -2829961.500000 Penalty: 3279.441650
	Iteration 45Q: 3 clusters Score -2829962 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 23149 members 
Entering Unmasked Estep 
Score: -2829963.250000 Penalty: 3279.441650
	Iteration 46Q: 3 clusters Score -2829963 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 23153 members 
Entering Unmasked Estep 
Score: -2829961.750000 Penalty: 3279.441650
	Iteration 47Q: 3 clusters Score -2829962 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 23156 members 
Entering Unmasked Estep 
Score: -2829964.250000 Penalty: 3279.441650
	Iteration 48Q: 3 clusters Score -2829964 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 23160 members 
Entering Unmasked Estep 
Score: -2829964.000000 Penalty: 3279.441650
	Iteration 49Q: 3 clusters Score -2829964 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 23160 members 
Entering Unmasked Estep 
Score: -2829964.000000 Penalty: 3279.441650
	Iteration 50F: 3 clusters Score -2829964 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (18158 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18158 members 
Entering Unmasked Estep 
Score: -2078878.875000 Penalty: 1593.615845
	Iteration 0F: 2 clusters Score -2078879 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9044 members 
Mstep: Class 2 contains 9114 members 
Entering Unmasked Estep 
Score: -2066529.125000 Penalty: 3187.231689
	Iteration 0F: 3 clusters Score -2066529 nChanged 8198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8664 members 
Mstep: Class 2 contains 9494 members 
Entering Unmasked Estep 
Score: -2071647.250000 Penalty: 3187.231689
	Iteration 1F: 3 clusters Score -2071647 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8339 members 
Mstep: Class 2 contains 9819 members 
Entering Unmasked Estep 
Score: -2072840.750000 Penalty: 3187.231689
	Iteration 2F: 3 clusters Score -2072841 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7832 members 
Mstep: Class 2 contains 10326 members 
Entering Unmasked Estep 
Score: -2074144.875000 Penalty: 3187.231689
	Iteration 3F: 3 clusters Score -2074145 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7178 members 
Mstep: Class 2 contains 10980 members 
Entering Unmasked Estep 
Score: -2075336.750000 Penalty: 3187.231689
	Iteration 4F: 3 clusters Score -2075337 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6522 members 
Mstep: Class 2 contains 11636 members 
Entering Unmasked Estep 
Score: -2076343.375000 Penalty: 3187.231689
	Iteration 5F: 3 clusters Score -2076343 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5946 members 
Mstep: Class 2 contains 12212 members 
Entering Unmasked Estep 
Score: -2077128.125000 Penalty: 3187.231689
	Iteration 6F: 3 clusters Score -2077128 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5470 members 
Mstep: Class 2 contains 12688 members 
Entering Unmasked Estep 
Score: -2077664.000000 Penalty: 3187.231689
	Iteration 7Q: 3 clusters Score -2077664 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5090 members 
Mstep: Class 2 contains 13068 members 
Entering Unmasked Estep 
Score: -2078013.500000 Penalty: 3187.231689
	Iteration 8Q: 3 clusters Score -2078014 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4755 members 
Mstep: Class 2 contains 13403 members 
Entering Unmasked Estep 
Score: -2078257.375000 Penalty: 3187.231689
	Iteration 9Q: 3 clusters Score -2078257 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 13696 members 
Entering Unmasked Estep 
Score: -2078423.500000 Penalty: 3187.231689
	Iteration 10Q: 3 clusters Score -2078424 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 13958 members 
Entering Unmasked Estep 
Score: -2078579.500000 Penalty: 3187.231689
	Iteration 11Q: 3 clusters Score -2078580 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 14181 members 
Entering Unmasked Estep 
Score: -2078719.750000 Penalty: 3187.231689
	Iteration 12Q: 3 clusters Score -2078720 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 14401 members 
Entering Unmasked Estep 
Score: -2078836.500000 Penalty: 3187.231689
	Iteration 13Q: 3 clusters Score -2078836 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 14606 members 
Entering Unmasked Estep 
Score: -2078936.000000 Penalty: 3187.231689
	Iteration 14Q: 3 clusters Score -2078936 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 14782 members 
Entering Unmasked Estep 
Score: -2079013.125000 Penalty: 3187.231689
	Iteration 15Q: 3 clusters Score -2079013 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 14959 members 
Entering Unmasked Estep 
Score: -2079073.750000 Penalty: 3187.231689
	Iteration 16Q: 3 clusters Score -2079074 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 15127 members 
Entering Unmasked Estep 
Score: -2079140.000000 Penalty: 3187.231689
	Iteration 17Q: 3 clusters Score -2079140 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 15285 members 
Entering Unmasked Estep 
Score: -2079207.000000 Penalty: 3187.231689
	Iteration 18Q: 3 clusters Score -2079207 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 15418 members 
Entering Unmasked Estep 
Score: -2079244.500000 Penalty: 3187.231689
	Iteration 19Q: 3 clusters Score -2079244 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 15512 members 
Entering Unmasked Estep 
Score: -2079279.000000 Penalty: 3187.231689
	Iteration 20F: 3 clusters Score -2079279 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 15600 members 
Entering Unmasked Estep 
Score: -2079309.500000 Penalty: 3187.231689
	Iteration 21Q: 3 clusters Score -2079310 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 15679 members 
Entering Unmasked Estep 
Score: -2079339.375000 Penalty: 3187.231689
	Iteration 22Q: 3 clusters Score -2079339 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 15746 members 
Entering Unmasked Estep 
Score: -2079361.125000 Penalty: 3187.231689
	Iteration 23Q: 3 clusters Score -2079361 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 15827 members 
Entering Unmasked Estep 
Score: -2079380.750000 Penalty: 3187.231689
	Iteration 24Q: 3 clusters Score -2079381 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 15903 members 
Entering Unmasked Estep 
Score: -2079407.625000 Penalty: 3187.231689
	Iteration 25Q: 3 clusters Score -2079408 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 15965 members 
Entering Unmasked Estep 
Score: -2079422.625000 Penalty: 3187.231689
	Iteration 26Q: 3 clusters Score -2079423 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 16019 members 
Entering Unmasked Estep 
Score: -2079434.500000 Penalty: 3187.231689
	Iteration 27Q: 3 clusters Score -2079434 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 16067 members 
Entering Unmasked Estep 
Score: -2079446.500000 Penalty: 3187.231689
	Iteration 28Q: 3 clusters Score -2079446 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 16118 members 
Entering Unmasked Estep 
Score: -2079459.000000 Penalty: 3187.231689
	Iteration 29Q: 3 clusters Score -2079459 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 16165 members 
Entering Unmasked Estep 
Score: -2079467.125000 Penalty: 3187.231689
	Iteration 30Q: 3 clusters Score -2079467 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 16195 members 
Entering Unmasked Estep 
Score: -2079467.625000 Penalty: 3187.231689
	Iteration 31Q: 3 clusters Score -2079468 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 16213 members 
Entering Unmasked Estep 
Score: -2079474.625000 Penalty: 3187.231689
	Iteration 32Q: 3 clusters Score -2079475 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 16220 members 
Entering Unmasked Estep 
Score: -2079478.625000 Penalty: 3187.231689
	Iteration 33Q: 3 clusters Score -2079479 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 16232 members 
Entering Unmasked Estep 
Score: -2079476.500000 Penalty: 3187.231689
	Iteration 34Q: 3 clusters Score -2079476 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 16242 members 
Entering Unmasked Estep 
Score: -2079478.375000 Penalty: 3187.231689
	Iteration 35Q: 3 clusters Score -2079478 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 16248 members 
Entering Unmasked Estep 
Score: -2079477.625000 Penalty: 3187.231689
	Iteration 36Q: 3 clusters Score -2079478 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 16259 members 
Entering Unmasked Estep 
Score: -2079475.500000 Penalty: 3187.231689
	Iteration 37Q: 3 clusters Score -2079476 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 16268 members 
Entering Unmasked Estep 
Score: -2079476.250000 Penalty: 3187.231689
	Iteration 38Q: 3 clusters Score -2079476 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 16277 members 
Entering Unmasked Estep 
Score: -2079475.375000 Penalty: 3187.231689
	Iteration 39Q: 3 clusters Score -2079475 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 16286 members 
Entering Unmasked Estep 
Score: -2079478.125000 Penalty: 3187.231689
	Iteration 40F: 3 clusters Score -2079478 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 16298 members 
Entering Unmasked Estep 
Score: -2079480.000000 Penalty: 3187.231689
	Iteration 41Q: 3 clusters Score -2079480 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 16306 members 
Entering Unmasked Estep 
Score: -2079477.375000 Penalty: 3187.231689
	Iteration 42Q: 3 clusters Score -2079477 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 16312 members 
Entering Unmasked Estep 
Score: -2079482.125000 Penalty: 3187.231689
	Iteration 43Q: 3 clusters Score -2079482 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 16319 members 
Entering Unmasked Estep 
Score: -2079482.250000 Penalty: 3187.231689
	Iteration 44Q: 3 clusters Score -2079482 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 16330 members 
Entering Unmasked Estep 
Score: -2079478.250000 Penalty: 3187.231689
	Iteration 45Q: 3 clusters Score -2079478 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 16341 members 
Entering Unmasked Estep 
Score: -2079480.000000 Penalty: 3187.231689
	Iteration 46Q: 3 clusters Score -2079480 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 16348 members 
Entering Unmasked Estep 
Score: -2079484.750000 Penalty: 3187.231689
	Iteration 47Q: 3 clusters Score -2079485 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 16355 members 
Entering Unmasked Estep 
Score: -2079483.500000 Penalty: 3187.231689
	Iteration 48Q: 3 clusters Score -2079484 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 16363 members 
Entering Unmasked Estep 
Score: -2079488.000000 Penalty: 3187.231689
	Iteration 49Q: 3 clusters Score -2079488 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 16368 members 
Entering Unmasked Estep 
Score: -2079488.375000 Penalty: 3187.231689
	Iteration 50Q: 3 clusters Score -2079488 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 16372 members 
Entering Unmasked Estep 
Score: -2079490.500000 Penalty: 3187.231689
	Iteration 51Q: 3 clusters Score -2079490 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 16379 members 
Entering Unmasked Estep 
Score: -2079488.125000 Penalty: 3187.231689
	Iteration 52Q: 3 clusters Score -2079488 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 16382 members 
Entering Unmasked Estep 
Score: -2079488.625000 Penalty: 3187.231689
	Iteration 53Q: 3 clusters Score -2079489 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 16386 members 
Entering Unmasked Estep 
Score: -2079488.750000 Penalty: 3187.231689
	Iteration 54Q: 3 clusters Score -2079489 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 16386 members 
Entering Unmasked Estep 
Score: -2079488.750000 Penalty: 3187.231689
	Iteration 55F: 3 clusters Score -2079489 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 13712 members 
Mstep: Class 2 contains 27386 members 
Mstep: Class 3 contains 55520 members 
Mstep: Class 4 contains 7987 members 
Mstep: Class 5 contains 2097 members 
Mstep: Class 6 contains 3784 members 
Mstep: Class 7 contains 74747 members 
Mstep: Class 8 contains 26922 members 
Mstep: Class 9 contains 19786 members 
Mstep: Class 10 contains 35998 members 
Mstep: Class 11 contains 44755 members 
Mstep: Class 12 contains 12221 members 
Mstep: Class 13 contains 17817 members 
Mstep: Class 14 contains 19215 members 
Mstep: Class 15 contains 339 members 
Mstep: Class 16 contains 8897 members 
Mstep: Class 17 contains 6439 members 
Mstep: Class 18 contains 2016 members 
Mstep: Class 19 contains 3186 members 
Mstep: Class 20 contains 32239 members 
Mstep: Class 21 contains 37014 members 
Mstep: Class 22 contains 24115 members 
Mstep: Class 23 contains 1772 members 
Mstep: Class 24 contains 33168 members 
Mstep: Class 25 contains 15537 members 
Mstep: Class 26 contains 10333 members 
Mstep: Class 27 contains 4968 members 
Mstep: Class 28 contains 30081 members 
Mstep: Class 29 contains 5280 members 
Mstep: Class 30 contains 1753 members 
Mstep: Class 31 contains 3394 members 
Mstep: Class 32 contains 2793 members 
Mstep: Class 33 contains 16933 members 
Mstep: Class 34 contains 4263 members 
Mstep: Class 35 contains 150986 members 
Mstep: Class 36 contains 8028 members 
Mstep: Class 37 contains 1777 members 
Mstep: Class 38 contains 23110 members 
Mstep: Class 39 contains 1614 members 
Mstep: Class 40 contains 154 members 
Mstep: Class 41 contains 12052 members 
Mstep: Class 42 contains 16386 members 
Entering Unmasked Estep 
Score: -100279024.000000 Penalty: 92941.679688
Splitting cluster 23 changes total score from -100274640.000000 to -100279024.000000
So it's getting split into cluster 42.
Entering ConstructFrom: 
Trying to split cluster 24 (33168 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33168 members 
Entering Unmasked Estep 
Score: -4194725.500000 Penalty: 1691.517944
	Iteration 0F: 2 clusters Score -4194726 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16419 members 
Mstep: Class 2 contains 16749 members 
Entering Unmasked Estep 
Score: -4172489.000000 Penalty: 3383.035889
	Iteration 0F: 3 clusters Score -4172489 nChanged 15366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14411 members 
Mstep: Class 2 contains 18757 members 
Entering Unmasked Estep 
Score: -4181422.750000 Penalty: 3383.035889
	Iteration 1F: 3 clusters Score -4181423 nChanged 1928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13163 members 
Mstep: Class 2 contains 20005 members 
Entering Unmasked Estep 
Score: -4182294.750000 Penalty: 3383.035889
	Iteration 2F: 3 clusters Score -4182295 nChanged 2051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11470 members 
Mstep: Class 2 contains 21698 members 
Entering Unmasked Estep 
Score: -4183435.250000 Penalty: 3383.035889
	Iteration 3F: 3 clusters Score -4183435 nChanged 2335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9335 members 
Mstep: Class 2 contains 23833 members 
Entering Unmasked Estep 
Score: -4185064.750000 Penalty: 3383.035889
	Iteration 4F: 3 clusters Score -4185065 nChanged 2535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6884 members 
Mstep: Class 2 contains 26284 members 
Entering Unmasked Estep 
Score: -4187100.250000 Penalty: 3383.035889
	Iteration 5F: 3 clusters Score -4187100 nChanged 2367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 28605 members 
Entering Unmasked Estep 
Score: -4189196.750000 Penalty: 3383.035889
	Iteration 6F: 3 clusters Score -4189197 nChanged 1888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 30473 members 
Entering Unmasked Estep 
Score: -4190928.000000 Penalty: 3383.035889
	Iteration 7F: 3 clusters Score -4190928 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 31700 members 
Entering Unmasked Estep 
Score: -4192076.250000 Penalty: 3383.035889
	Iteration 8Q: 3 clusters Score -4192076 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 32369 members 
Entering Unmasked Estep 
Score: -4192685.500000 Penalty: 3383.035889
	Iteration 9Q: 3 clusters Score -4192686 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 32666 members 
Entering Unmasked Estep 
Score: -4192956.000000 Penalty: 3383.035889
	Iteration 10Q: 3 clusters Score -4192956 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 32801 members 
Entering Unmasked Estep 
Score: -4193095.500000 Penalty: 3383.035889
	Iteration 11Q: 3 clusters Score -4193096 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 32870 members 
Entering Unmasked Estep 
Score: -4193181.500000 Penalty: 3383.035889
	Iteration 12Q: 3 clusters Score -4193182 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 32906 members 
Entering Unmasked Estep 
Score: -4193233.750000 Penalty: 3383.035889
	Iteration 13Q: 3 clusters Score -4193234 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 32919 members 
Entering Unmasked Estep 
Score: -4193255.000000 Penalty: 3383.035889
	Iteration 14Q: 3 clusters Score -4193255 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 32920 members 
Entering Unmasked Estep 
Score: -4193261.000000 Penalty: 3383.035889
	Iteration 15Q: 3 clusters Score -4193261 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 32925 members 
Entering Unmasked Estep 
Score: -4193265.250000 Penalty: 3383.035889
	Iteration 16Q: 3 clusters Score -4193265 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 32927 members 
Entering Unmasked Estep 
Score: -4193272.250000 Penalty: 3383.035889
	Iteration 17Q: 3 clusters Score -4193272 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 32929 members 
Entering Unmasked Estep 
Score: -4193276.500000 Penalty: 3383.035889
	Iteration 18Q: 3 clusters Score -4193276 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 32933 members 
Entering Unmasked Estep 
Score: -4193285.250000 Penalty: 3383.035889
	Iteration 19Q: 3 clusters Score -4193285 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 32937 members 
Entering Unmasked Estep 
Score: -4193294.250000 Penalty: 3383.035889
	Iteration 20F: 3 clusters Score -4193294 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 32943 members 
Entering Unmasked Estep 
Score: -4193305.000000 Penalty: 3383.035889
	Iteration 21Q: 3 clusters Score -4193305 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 32947 members 
Entering Unmasked Estep 
Score: -4193309.000000 Penalty: 3383.035889
	Iteration 22Q: 3 clusters Score -4193309 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 32949 members 
Entering Unmasked Estep 
Score: -4193314.000000 Penalty: 3383.035889
	Iteration 23Q: 3 clusters Score -4193314 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 32949 members 
Entering Unmasked Estep 
Score: -4193319.250000 Penalty: 3383.035889
	Iteration 24Q: 3 clusters Score -4193319 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 32948 members 
Entering Unmasked Estep 
Score: -4193319.250000 Penalty: 3383.035889
	Iteration 25Q: 3 clusters Score -4193319 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 32948 members 
Entering Unmasked Estep 
Score: -4193319.250000 Penalty: 3383.035889
	Iteration 26F: 3 clusters Score -4193319 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (15537 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15537 members 
Entering Unmasked Estep 
Score: -1954106.000000 Penalty: 1568.284302
	Iteration 0F: 2 clusters Score -1954106 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7749 members 
Mstep: Class 2 contains 7788 members 
Entering Unmasked Estep 
Score: -1943523.000000 Penalty: 3136.568604
	Iteration 0F: 3 clusters Score -1943523 nChanged 6884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7603 members 
Mstep: Class 2 contains 7934 members 
Entering Unmasked Estep 
Score: -1947716.750000 Penalty: 3136.568604
	Iteration 1F: 3 clusters Score -1947717 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7297 members 
Mstep: Class 2 contains 8240 members 
Entering Unmasked Estep 
Score: -1948542.250000 Penalty: 3136.568604
	Iteration 2F: 3 clusters Score -1948542 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6770 members 
Mstep: Class 2 contains 8767 members 
Entering Unmasked Estep 
Score: -1949283.750000 Penalty: 3136.568604
	Iteration 3F: 3 clusters Score -1949284 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6056 members 
Mstep: Class 2 contains 9481 members 
Entering Unmasked Estep 
Score: -1950110.000000 Penalty: 3136.568604
	Iteration 4F: 3 clusters Score -1950110 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 10238 members 
Entering Unmasked Estep 
Score: -1951003.250000 Penalty: 3136.568604
	Iteration 5F: 3 clusters Score -1951003 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 10952 members 
Entering Unmasked Estep 
Score: -1951853.250000 Penalty: 3136.568604
	Iteration 6F: 3 clusters Score -1951853 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 11559 members 
Entering Unmasked Estep 
Score: -1952579.875000 Penalty: 3136.568604
	Iteration 7F: 3 clusters Score -1952580 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 11989 members 
Entering Unmasked Estep 
Score: -1953079.250000 Penalty: 3136.568604
	Iteration 8Q: 3 clusters Score -1953079 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 12336 members 
Entering Unmasked Estep 
Score: -1953468.250000 Penalty: 3136.568604
	Iteration 9Q: 3 clusters Score -1953468 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 12615 members 
Entering Unmasked Estep 
Score: -1953754.750000 Penalty: 3136.568604
	Iteration 10Q: 3 clusters Score -1953755 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 12831 members 
Entering Unmasked Estep 
Score: -1953960.250000 Penalty: 3136.568604
	Iteration 11Q: 3 clusters Score -1953960 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 12971 members 
Entering Unmasked Estep 
Score: -1954068.375000 Penalty: 3136.568604
	Iteration 12Q: 3 clusters Score -1954068 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 13067 members 
Entering Unmasked Estep 
Score: -1954116.250000 Penalty: 3136.568604
	Iteration 13Q: 3 clusters Score -1954116 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 13125 members 
Entering Unmasked Estep 
Score: -1954153.375000 Penalty: 3136.568604
	Iteration 14Q: 3 clusters Score -1954153 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 13176 members 
Entering Unmasked Estep 
Score: -1954183.875000 Penalty: 3136.568604
	Iteration 15Q: 3 clusters Score -1954184 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 13217 members 
Entering Unmasked Estep 
Score: -1954200.250000 Penalty: 3136.568604
	Iteration 16Q: 3 clusters Score -1954200 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 13251 members 
Entering Unmasked Estep 
Score: -1954212.125000 Penalty: 3136.568604
	Iteration 17Q: 3 clusters Score -1954212 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 13292 members 
Entering Unmasked Estep 
Score: -1954236.625000 Penalty: 3136.568604
	Iteration 18Q: 3 clusters Score -1954237 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 13314 members 
Entering Unmasked Estep 
Score: -1954248.625000 Penalty: 3136.568604
	Iteration 19Q: 3 clusters Score -1954249 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 13323 members 
Entering Unmasked Estep 
Score: -1954251.875000 Penalty: 3136.568604
	Iteration 20F: 3 clusters Score -1954252 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 13332 members 
Entering Unmasked Estep 
Score: -1954256.625000 Penalty: 3136.568604
	Iteration 21Q: 3 clusters Score -1954257 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 13340 members 
Entering Unmasked Estep 
Score: -1954259.000000 Penalty: 3136.568604
	Iteration 22Q: 3 clusters Score -1954259 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 13344 members 
Entering Unmasked Estep 
Score: -1954259.625000 Penalty: 3136.568604
	Iteration 23Q: 3 clusters Score -1954260 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 13351 members 
Entering Unmasked Estep 
Score: -1954262.625000 Penalty: 3136.568604
	Iteration 24Q: 3 clusters Score -1954263 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 13358 members 
Entering Unmasked Estep 
Score: -1954266.500000 Penalty: 3136.568604
	Iteration 25Q: 3 clusters Score -1954266 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 13362 members 
Entering Unmasked Estep 
Score: -1954267.375000 Penalty: 3136.568604
	Iteration 26Q: 3 clusters Score -1954267 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 13367 members 
Entering Unmasked Estep 
Score: -1954262.875000 Penalty: 3136.568604
	Iteration 27Q: 3 clusters Score -1954263 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 13371 members 
Entering Unmasked Estep 
Score: -1954266.375000 Penalty: 3136.568604
	Iteration 28Q: 3 clusters Score -1954266 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 13373 members 
Entering Unmasked Estep 
Score: -1954266.875000 Penalty: 3136.568604
	Iteration 29Q: 3 clusters Score -1954267 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 13376 members 
Entering Unmasked Estep 
Score: -1954268.625000 Penalty: 3136.568604
	Iteration 30Q: 3 clusters Score -1954269 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 13377 members 
Entering Unmasked Estep 
Score: -1954270.625000 Penalty: 3136.568604
	Iteration 31Q: 3 clusters Score -1954271 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 13379 members 
Entering Unmasked Estep 
Score: -1954267.500000 Penalty: 3136.568604
	Iteration 32Q: 3 clusters Score -1954268 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 13381 members 
Entering Unmasked Estep 
Score: -1954267.500000 Penalty: 3136.568604
	Iteration 33Q: 3 clusters Score -1954268 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 13383 members 
Entering Unmasked Estep 
Score: -1954268.375000 Penalty: 3136.568604
	Iteration 34Q: 3 clusters Score -1954268 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 13383 members 
Entering Unmasked Estep 
Score: -1954268.375000 Penalty: 3136.568604
	Iteration 35F: 3 clusters Score -1954268 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 13712 members 
Mstep: Class 2 contains 27386 members 
Mstep: Class 3 contains 55520 members 
Mstep: Class 4 contains 7987 members 
Mstep: Class 5 contains 2097 members 
Mstep: Class 6 contains 3784 members 
Mstep: Class 7 contains 74747 members 
Mstep: Class 8 contains 26922 members 
Mstep: Class 9 contains 19786 members 
Mstep: Class 10 contains 35998 members 
Mstep: Class 11 contains 44755 members 
Mstep: Class 12 contains 12221 members 
Mstep: Class 13 contains 17817 members 
Mstep: Class 14 contains 19215 members 
Mstep: Class 15 contains 339 members 
Mstep: Class 16 contains 8897 members 
Mstep: Class 17 contains 6439 members 
Mstep: Class 18 contains 2016 members 
Mstep: Class 19 contains 3186 members 
Mstep: Class 20 contains 32239 members 
Mstep: Class 21 contains 37014 members 
Mstep: Class 22 contains 24115 members 
Mstep: Class 23 contains 1772 members 
Mstep: Class 24 contains 33168 members 
Mstep: Class 25 contains 2154 members 
Mstep: Class 26 contains 10333 members 
Mstep: Class 27 contains 4968 members 
Mstep: Class 28 contains 30081 members 
Mstep: Class 29 contains 5280 members 
Mstep: Class 30 contains 1753 members 
Mstep: Class 31 contains 3394 members 
Mstep: Class 32 contains 2793 members 
Mstep: Class 33 contains 16933 members 
Mstep: Class 34 contains 4263 members 
Mstep: Class 35 contains 150986 members 
Mstep: Class 36 contains 8028 members 
Mstep: Class 37 contains 1777 members 
Mstep: Class 38 contains 23110 members 
Mstep: Class 39 contains 1614 members 
Mstep: Class 40 contains 154 members 
Mstep: Class 41 contains 12052 members 
Mstep: Class 42 contains 16386 members 
Mstep: Class 43 contains 13383 members 
Entering Unmasked Estep 
Score: -100278664.000000 Penalty: 95154.578125
Splitting cluster 25 changes total score from -100274640.000000 to -100278664.000000
So it's getting split into cluster 43.
Entering ConstructFrom: 
Trying to split cluster 26 (10333 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10333 members 
Entering Unmasked Estep 
Score: -1299942.875000 Penalty: 1502.003418
	Iteration 0F: 2 clusters Score -1299943 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -1292577.000000 Penalty: 3004.006836
	Iteration 0F: 3 clusters Score -1292577 nChanged 4455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -1295029.625000 Penalty: 3004.006836
	Iteration 1F: 3 clusters Score -1295030 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5522 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -1295310.125000 Penalty: 3004.006836
	Iteration 2F: 3 clusters Score -1295310 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5664 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -1295551.500000 Penalty: 3004.006836
	Iteration 3F: 3 clusters Score -1295552 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -1295751.375000 Penalty: 3004.006836
	Iteration 4Q: 3 clusters Score -1295751 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6008 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -1295944.875000 Penalty: 3004.006836
	Iteration 5Q: 3 clusters Score -1295945 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6265 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -1296209.375000 Penalty: 3004.006836
	Iteration 6Q: 3 clusters Score -1296209 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6558 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -1296530.250000 Penalty: 3004.006836
	Iteration 7Q: 3 clusters Score -1296530 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6864 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -1296865.875000 Penalty: 3004.006836
	Iteration 8Q: 3 clusters Score -1296866 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7148 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -1297225.125000 Penalty: 3004.006836
	Iteration 9Q: 3 clusters Score -1297225 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7414 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -1297552.625000 Penalty: 3004.006836
	Iteration 10Q: 3 clusters Score -1297553 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7645 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -1297815.375000 Penalty: 3004.006836
	Iteration 11Q: 3 clusters Score -1297815 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7820 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -1298010.500000 Penalty: 3004.006836
	Iteration 12Q: 3 clusters Score -1298010 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7987 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -1298142.375000 Penalty: 3004.006836
	Iteration 13Q: 3 clusters Score -1298142 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8141 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -1298244.500000 Penalty: 3004.006836
	Iteration 14Q: 3 clusters Score -1298244 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8264 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -1298314.625000 Penalty: 3004.006836
	Iteration 15Q: 3 clusters Score -1298315 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8373 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -1298372.500000 Penalty: 3004.006836
	Iteration 16Q: 3 clusters Score -1298372 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8476 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -1298427.500000 Penalty: 3004.006836
	Iteration 17Q: 3 clusters Score -1298428 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8547 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -1298459.000000 Penalty: 3004.006836
	Iteration 18Q: 3 clusters Score -1298459 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8622 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -1298487.625000 Penalty: 3004.006836
	Iteration 19Q: 3 clusters Score -1298488 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8681 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -1298509.500000 Penalty: 3004.006836
	Iteration 20F: 3 clusters Score -1298510 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8736 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -1298533.000000 Penalty: 3004.006836
	Iteration 21Q: 3 clusters Score -1298533 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8782 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -1298553.750000 Penalty: 3004.006836
	Iteration 22Q: 3 clusters Score -1298554 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8853 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -1298598.500000 Penalty: 3004.006836
	Iteration 23Q: 3 clusters Score -1298598 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8917 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -1298627.375000 Penalty: 3004.006836
	Iteration 24Q: 3 clusters Score -1298627 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8971 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -1298656.875000 Penalty: 3004.006836
	Iteration 25Q: 3 clusters Score -1298657 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9013 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -1298681.500000 Penalty: 3004.006836
	Iteration 26Q: 3 clusters Score -1298682 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9053 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -1298699.000000 Penalty: 3004.006836
	Iteration 27Q: 3 clusters Score -1298699 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9085 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -1298712.250000 Penalty: 3004.006836
	Iteration 28Q: 3 clusters Score -1298712 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9115 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -1298719.125000 Penalty: 3004.006836
	Iteration 29Q: 3 clusters Score -1298719 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9135 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -1298726.250000 Penalty: 3004.006836
	Iteration 30Q: 3 clusters Score -1298726 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9158 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -1298737.875000 Penalty: 3004.006836
	Iteration 31Q: 3 clusters Score -1298738 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9184 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -1298745.625000 Penalty: 3004.006836
	Iteration 32Q: 3 clusters Score -1298746 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9201 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -1298752.375000 Penalty: 3004.006836
	Iteration 33Q: 3 clusters Score -1298752 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9217 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -1298760.000000 Penalty: 3004.006836
	Iteration 34Q: 3 clusters Score -1298760 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9229 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -1298764.375000 Penalty: 3004.006836
	Iteration 35Q: 3 clusters Score -1298764 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9249 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -1298771.000000 Penalty: 3004.006836
	Iteration 36Q: 3 clusters Score -1298771 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9260 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -1298775.875000 Penalty: 3004.006836
	Iteration 37Q: 3 clusters Score -1298776 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9266 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -1298779.000000 Penalty: 3004.006836
	Iteration 38Q: 3 clusters Score -1298779 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9273 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -1298777.250000 Penalty: 3004.006836
	Iteration 39Q: 3 clusters Score -1298777 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9276 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -1298777.750000 Penalty: 3004.006836
	Iteration 40F: 3 clusters Score -1298778 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (4968 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Entering Unmasked Estep 
Score: -597843.250000 Penalty: 1383.000610
	Iteration 0F: 2 clusters Score -597843.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -593905.125000 Penalty: 2766.001221
	Iteration 0F: 3 clusters Score -593905.1 nChanged 2011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -595104.000000 Penalty: 2766.001221
	Iteration 1F: 3 clusters Score -595104 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -595425.875000 Penalty: 2766.001221
	Iteration 2F: 3 clusters Score -595425.9 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -595684.875000 Penalty: 2766.001221
	Iteration 3F: 3 clusters Score -595684.9 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -595906.687500 Penalty: 2766.001221
	Iteration 4F: 3 clusters Score -595906.7 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -596108.437500 Penalty: 2766.001221
	Iteration 5F: 3 clusters Score -596108.4 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -596294.125000 Penalty: 2766.001221
	Iteration 6F: 3 clusters Score -596294.1 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -596450.312500 Penalty: 2766.001221
	Iteration 7Q: 3 clusters Score -596450.3 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -596611.125000 Penalty: 2766.001221
	Iteration 8Q: 3 clusters Score -596611.1 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -596759.875000 Penalty: 2766.001221
	Iteration 9Q: 3 clusters Score -596759.9 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -596873.875000 Penalty: 2766.001221
	Iteration 10Q: 3 clusters Score -596873.9 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -596990.687500 Penalty: 2766.001221
	Iteration 11Q: 3 clusters Score -596990.7 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -597082.687500 Penalty: 2766.001221
	Iteration 12Q: 3 clusters Score -597082.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -597183.187500 Penalty: 2766.001221
	Iteration 13Q: 3 clusters Score -597183.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -597333.375000 Penalty: 2766.001221
	Iteration 14Q: 3 clusters Score -597333.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -597441.625000 Penalty: 2766.001221
	Iteration 15Q: 3 clusters Score -597441.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -597499.687500 Penalty: 2766.001221
	Iteration 16Q: 3 clusters Score -597499.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -597527.187500 Penalty: 2766.001221
	Iteration 17Q: 3 clusters Score -597527.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -597544.250000 Penalty: 2766.001221
	Iteration 18Q: 3 clusters Score -597544.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -597562.812500 Penalty: 2766.001221
	Iteration 19Q: 3 clusters Score -597562.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -597580.125000 Penalty: 2766.001221
	Iteration 20F: 3 clusters Score -597580.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -597592.687500 Penalty: 2766.001221
	Iteration 21Q: 3 clusters Score -597592.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -597597.937500 Penalty: 2766.001221
	Iteration 22Q: 3 clusters Score -597597.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -597605.062500 Penalty: 2766.001221
	Iteration 23Q: 3 clusters Score -597605.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -597609.812500 Penalty: 2766.001221
	Iteration 24Q: 3 clusters Score -597609.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -597612.375000 Penalty: 2766.001221
	Iteration 25Q: 3 clusters Score -597612.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -597615.250000 Penalty: 2766.001221
	Iteration 26Q: 3 clusters Score -597615.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -597618.062500 Penalty: 2766.001221
	Iteration 27Q: 3 clusters Score -597618.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -597619.187500 Penalty: 2766.001221
	Iteration 28Q: 3 clusters Score -597619.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -597623.062500 Penalty: 2766.001221
	Iteration 29Q: 3 clusters Score -597623.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -597625.437500 Penalty: 2766.001221
	Iteration 30Q: 3 clusters Score -597625.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -597626.625000 Penalty: 2766.001221
	Iteration 31Q: 3 clusters Score -597626.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -597627.812500 Penalty: 2766.001221
	Iteration 32Q: 3 clusters Score -597627.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -597629.437500 Penalty: 2766.001221
	Iteration 33Q: 3 clusters Score -597629.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -597629.750000 Penalty: 2766.001221
	Iteration 34Q: 3 clusters Score -597629.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -597629.687500 Penalty: 2766.001221
	Iteration 35Q: 3 clusters Score -597629.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -597629.812500 Penalty: 2766.001221
	Iteration 36Q: 3 clusters Score -597629.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -597631.500000 Penalty: 2766.001221
	Iteration 37Q: 3 clusters Score -597631.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -597631.500000 Penalty: 2766.001221
	Iteration 38F: 3 clusters Score -597631.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (30081 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30081 members 
Entering Unmasked Estep 
Score: -3821129.250000 Penalty: 1675.643066
	Iteration 0F: 2 clusters Score -3821129 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14994 members 
Mstep: Class 2 contains 15087 members 
Entering Unmasked Estep 
Score: -3800784.250000 Penalty: 3351.286133
	Iteration 0F: 3 clusters Score -3800784 nChanged 13981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14751 members 
Mstep: Class 2 contains 15330 members 
Entering Unmasked Estep 
Score: -3808365.500000 Penalty: 3351.286133
	Iteration 1F: 3 clusters Score -3808366 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14538 members 
Mstep: Class 2 contains 15543 members 
Entering Unmasked Estep 
Score: -3808754.500000 Penalty: 3351.286133
	Iteration 2Q: 3 clusters Score -3808754 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14221 members 
Mstep: Class 2 contains 15860 members 
Entering Unmasked Estep 
Score: -3809120.500000 Penalty: 3351.286133
	Iteration 3Q: 3 clusters Score -3809120 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13779 members 
Mstep: Class 2 contains 16302 members 
Entering Unmasked Estep 
Score: -3809553.750000 Penalty: 3351.286133
	Iteration 4Q: 3 clusters Score -3809554 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13163 members 
Mstep: Class 2 contains 16918 members 
Entering Unmasked Estep 
Score: -3810079.500000 Penalty: 3351.286133
	Iteration 5Q: 3 clusters Score -3810080 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12386 members 
Mstep: Class 2 contains 17695 members 
Entering Unmasked Estep 
Score: -3810689.750000 Penalty: 3351.286133
	Iteration 6Q: 3 clusters Score -3810690 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11359 members 
Mstep: Class 2 contains 18722 members 
Entering Unmasked Estep 
Score: -3811471.750000 Penalty: 3351.286133
	Iteration 7Q: 3 clusters Score -3811472 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10194 members 
Mstep: Class 2 contains 19887 members 
Entering Unmasked Estep 
Score: -3812407.000000 Penalty: 3351.286133
	Iteration 8Q: 3 clusters Score -3812407 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8838 members 
Mstep: Class 2 contains 21243 members 
Entering Unmasked Estep 
Score: -3813620.500000 Penalty: 3351.286133
	Iteration 9F: 3 clusters Score -3813620 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7485 members 
Mstep: Class 2 contains 22596 members 
Entering Unmasked Estep 
Score: -3814885.000000 Penalty: 3351.286133
	Iteration 10F: 3 clusters Score -3814885 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6292 members 
Mstep: Class 2 contains 23789 members 
Entering Unmasked Estep 
Score: -3815952.000000 Penalty: 3351.286133
	Iteration 11Q: 3 clusters Score -3815952 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 24794 members 
Entering Unmasked Estep 
Score: -3816721.500000 Penalty: 3351.286133
	Iteration 12Q: 3 clusters Score -3816722 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 25621 members 
Entering Unmasked Estep 
Score: -3817301.000000 Penalty: 3351.286133
	Iteration 13Q: 3 clusters Score -3817301 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 26320 members 
Entering Unmasked Estep 
Score: -3817724.500000 Penalty: 3351.286133
	Iteration 14Q: 3 clusters Score -3817724 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 26912 members 
Entering Unmasked Estep 
Score: -3818089.000000 Penalty: 3351.286133
	Iteration 15Q: 3 clusters Score -3818089 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 27402 members 
Entering Unmasked Estep 
Score: -3818368.250000 Penalty: 3351.286133
	Iteration 16Q: 3 clusters Score -3818368 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 27793 members 
Entering Unmasked Estep 
Score: -3818576.250000 Penalty: 3351.286133
	Iteration 17Q: 3 clusters Score -3818576 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 28144 members 
Entering Unmasked Estep 
Score: -3818779.750000 Penalty: 3351.286133
	Iteration 18Q: 3 clusters Score -3818780 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 28454 members 
Entering Unmasked Estep 
Score: -3818958.500000 Penalty: 3351.286133
	Iteration 19Q: 3 clusters Score -3818958 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 28716 members 
Entering Unmasked Estep 
Score: -3819107.500000 Penalty: 3351.286133
	Iteration 20F: 3 clusters Score -3819108 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 28901 members 
Entering Unmasked Estep 
Score: -3819217.250000 Penalty: 3351.286133
	Iteration 21Q: 3 clusters Score -3819217 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 29059 members 
Entering Unmasked Estep 
Score: -3819325.500000 Penalty: 3351.286133
	Iteration 22Q: 3 clusters Score -3819326 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 29176 members 
Entering Unmasked Estep 
Score: -3819383.750000 Penalty: 3351.286133
	Iteration 23Q: 3 clusters Score -3819384 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 29286 members 
Entering Unmasked Estep 
Score: -3819449.750000 Penalty: 3351.286133
	Iteration 24Q: 3 clusters Score -3819450 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 29358 members 
Entering Unmasked Estep 
Score: -3819497.000000 Penalty: 3351.286133
	Iteration 25Q: 3 clusters Score -3819497 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 29415 members 
Entering Unmasked Estep 
Score: -3819518.500000 Penalty: 3351.286133
	Iteration 26Q: 3 clusters Score -3819518 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 29445 members 
Entering Unmasked Estep 
Score: -3819537.250000 Penalty: 3351.286133
	Iteration 27Q: 3 clusters Score -3819537 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 29469 members 
Entering Unmasked Estep 
Score: -3819559.250000 Penalty: 3351.286133
	Iteration 28Q: 3 clusters Score -3819559 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 29493 members 
Entering Unmasked Estep 
Score: -3819573.000000 Penalty: 3351.286133
	Iteration 29Q: 3 clusters Score -3819573 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 29503 members 
Entering Unmasked Estep 
Score: -3819581.500000 Penalty: 3351.286133
	Iteration 30Q: 3 clusters Score -3819582 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 29519 members 
Entering Unmasked Estep 
Score: -3819594.750000 Penalty: 3351.286133
	Iteration 31Q: 3 clusters Score -3819595 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 29531 members 
Entering Unmasked Estep 
Score: -3819601.250000 Penalty: 3351.286133
	Iteration 32Q: 3 clusters Score -3819601 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 29542 members 
Entering Unmasked Estep 
Score: -3819610.000000 Penalty: 3351.286133
	Iteration 33Q: 3 clusters Score -3819610 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 29557 members 
Entering Unmasked Estep 
Score: -3819615.000000 Penalty: 3351.286133
	Iteration 34Q: 3 clusters Score -3819615 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 29576 members 
Entering Unmasked Estep 
Score: -3819630.750000 Penalty: 3351.286133
	Iteration 35Q: 3 clusters Score -3819631 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 29587 members 
Entering Unmasked Estep 
Score: -3819635.750000 Penalty: 3351.286133
	Iteration 36Q: 3 clusters Score -3819636 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 29593 members 
Entering Unmasked Estep 
Score: -3819641.500000 Penalty: 3351.286133
	Iteration 37Q: 3 clusters Score -3819642 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 29598 members 
Entering Unmasked Estep 
Score: -3819651.250000 Penalty: 3351.286133
	Iteration 38Q: 3 clusters Score -3819651 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 29600 members 
Entering Unmasked Estep 
Score: -3819648.000000 Penalty: 3351.286133
	Iteration 39Q: 3 clusters Score -3819648 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 29606 members 
Entering Unmasked Estep 
Score: -3819650.750000 Penalty: 3351.286133
	Iteration 40F: 3 clusters Score -3819651 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 29609 members 
Entering Unmasked Estep 
Score: -3819652.750000 Penalty: 3351.286133
	Iteration 41Q: 3 clusters Score -3819653 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 29615 members 
Entering Unmasked Estep 
Score: -3819664.000000 Penalty: 3351.286133
	Iteration 42Q: 3 clusters Score -3819664 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 29619 members 
Entering Unmasked Estep 
Score: -3819666.250000 Penalty: 3351.286133
	Iteration 43Q: 3 clusters Score -3819666 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 29620 members 
Entering Unmasked Estep 
Score: -3819665.500000 Penalty: 3351.286133
	Iteration 44Q: 3 clusters Score -3819666 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 29620 members 
Entering Unmasked Estep 
Score: -3819665.500000 Penalty: 3351.286133
	Iteration 45F: 3 clusters Score -3819666 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (5280 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5280 members 
Entering Unmasked Estep 
Score: -655304.000000 Penalty: 1392.898193
	Iteration 0F: 2 clusters Score -655304 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -651226.375000 Penalty: 2785.796387
	Iteration 0F: 3 clusters Score -651226.4 nChanged 2145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -652909.937500 Penalty: 2785.796387
	Iteration 1F: 3 clusters Score -652909.9 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -653757.062500 Penalty: 2785.796387
	Iteration 2F: 3 clusters Score -653757.1 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -654339.625000 Penalty: 2785.796387
	Iteration 3F: 3 clusters Score -654339.6 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -654799.062500 Penalty: 2785.796387
	Iteration 4F: 3 clusters Score -654799.1 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -655134.500000 Penalty: 2785.796387
	Iteration 5F: 3 clusters Score -655134.5 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -655357.750000 Penalty: 2785.796387
	Iteration 6Q: 3 clusters Score -655357.8 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -655497.687500 Penalty: 2785.796387
	Iteration 7Q: 3 clusters Score -655497.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -655597.000000 Penalty: 2785.796387
	Iteration 8Q: 3 clusters Score -655597 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -655689.625000 Penalty: 2785.796387
	Iteration 9Q: 3 clusters Score -655689.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -655760.812500 Penalty: 2785.796387
	Iteration 10Q: 3 clusters Score -655760.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -655810.500000 Penalty: 2785.796387
	Iteration 11Q: 3 clusters Score -655810.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -655832.187500 Penalty: 2785.796387
	Iteration 12Q: 3 clusters Score -655832.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -655846.500000 Penalty: 2785.796387
	Iteration 13Q: 3 clusters Score -655846.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -655861.750000 Penalty: 2785.796387
	Iteration 14Q: 3 clusters Score -655861.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -655868.312500 Penalty: 2785.796387
	Iteration 15Q: 3 clusters Score -655868.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -655871.125000 Penalty: 2785.796387
	Iteration 16Q: 3 clusters Score -655871.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -655876.312500 Penalty: 2785.796387
	Iteration 17Q: 3 clusters Score -655876.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -655880.875000 Penalty: 2785.796387
	Iteration 18Q: 3 clusters Score -655880.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -655882.875000 Penalty: 2785.796387
	Iteration 19Q: 3 clusters Score -655882.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -655886.062500 Penalty: 2785.796387
	Iteration 20F: 3 clusters Score -655886.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -655888.062500 Penalty: 2785.796387
	Iteration 21Q: 3 clusters Score -655888.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -655888.187500 Penalty: 2785.796387
	Iteration 22Q: 3 clusters Score -655888.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -655888.437500 Penalty: 2785.796387
	Iteration 23Q: 3 clusters Score -655888.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -655888.437500 Penalty: 2785.796387
	Iteration 24F: 3 clusters Score -655888.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 13712 members 
Mstep: Class 2 contains 27386 members 
Mstep: Class 3 contains 55520 members 
Mstep: Class 4 contains 7987 members 
Mstep: Class 5 contains 2097 members 
Mstep: Class 6 contains 3784 members 
Mstep: Class 7 contains 74747 members 
Mstep: Class 8 contains 26922 members 
Mstep: Class 9 contains 19786 members 
Mstep: Class 10 contains 35998 members 
Mstep: Class 11 contains 44755 members 
Mstep: Class 12 contains 12221 members 
Mstep: Class 13 contains 17817 members 
Mstep: Class 14 contains 19215 members 
Mstep: Class 15 contains 339 members 
Mstep: Class 16 contains 8897 members 
Mstep: Class 17 contains 6439 members 
Mstep: Class 18 contains 2016 members 
Mstep: Class 19 contains 3186 members 
Mstep: Class 20 contains 32239 members 
Mstep: Class 21 contains 37014 members 
Mstep: Class 22 contains 24115 members 
Mstep: Class 23 contains 1772 members 
Mstep: Class 24 contains 33168 members 
Mstep: Class 25 contains 2154 members 
Mstep: Class 26 contains 10333 members 
Mstep: Class 27 contains 4968 members 
Mstep: Class 28 contains 30081 members 
Mstep: Class 29 contains 4672 members 
Mstep: Class 30 contains 1753 members 
Mstep: Class 31 contains 3394 members 
Mstep: Class 32 contains 2793 members 
Mstep: Class 33 contains 16933 members 
Mstep: Class 34 contains 4263 members 
Mstep: Class 35 contains 150986 members 
Mstep: Class 36 contains 8028 members 
Mstep: Class 37 contains 1777 members 
Mstep: Class 38 contains 23110 members 
Mstep: Class 39 contains 1614 members 
Mstep: Class 40 contains 154 members 
Mstep: Class 41 contains 12052 members 
Mstep: Class 42 contains 16386 members 
Mstep: Class 43 contains 13383 members 
Mstep: Class 44 contains 608 members 
Entering Unmasked Estep 
Score: -100278472.000000 Penalty: 97367.476562
Splitting cluster 29 changes total score from -100274640.000000 to -100278472.000000
So it's getting split into cluster 44.
Entering ConstructFrom: 
Trying to split cluster 30 (1753 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Entering Unmasked Estep 
Score: -218702.031250 Penalty: 1213.726074
	Iteration 0F: 2 clusters Score -218702 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -216783.359375 Penalty: 2427.452148
	Iteration 0F: 3 clusters Score -216783.4 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -217199.953125 Penalty: 2427.452148
	Iteration 1F: 3 clusters Score -217200 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -217333.968750 Penalty: 2427.452148
	Iteration 2F: 3 clusters Score -217334 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -217445.609375 Penalty: 2427.452148
	Iteration 3F: 3 clusters Score -217445.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -217518.250000 Penalty: 2427.452148
	Iteration 4Q: 3 clusters Score -217518.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -217569.343750 Penalty: 2427.452148
	Iteration 5Q: 3 clusters Score -217569.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -217618.031250 Penalty: 2427.452148
	Iteration 6Q: 3 clusters Score -217618 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -217663.312500 Penalty: 2427.452148
	Iteration 7Q: 3 clusters Score -217663.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -217693.093750 Penalty: 2427.452148
	Iteration 8Q: 3 clusters Score -217693.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -217714.343750 Penalty: 2427.452148
	Iteration 9Q: 3 clusters Score -217714.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -217742.609375 Penalty: 2427.452148
	Iteration 10Q: 3 clusters Score -217742.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -217766.046875 Penalty: 2427.452148
	Iteration 11Q: 3 clusters Score -217766 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -217788.390625 Penalty: 2427.452148
	Iteration 12Q: 3 clusters Score -217788.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -217798.578125 Penalty: 2427.452148
	Iteration 13Q: 3 clusters Score -217798.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -217804.046875 Penalty: 2427.452148
	Iteration 14Q: 3 clusters Score -217804 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -217809.171875 Penalty: 2427.452148
	Iteration 15Q: 3 clusters Score -217809.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -217816.078125 Penalty: 2427.452148
	Iteration 16Q: 3 clusters Score -217816.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -217819.718750 Penalty: 2427.452148
	Iteration 17Q: 3 clusters Score -217819.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -217822.625000 Penalty: 2427.452148
	Iteration 18Q: 3 clusters Score -217822.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -217826.703125 Penalty: 2427.452148
	Iteration 19Q: 3 clusters Score -217826.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -217828.562500 Penalty: 2427.452148
	Iteration 20F: 3 clusters Score -217828.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -217828.609375 Penalty: 2427.452148
	Iteration 21Q: 3 clusters Score -217828.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -217828.609375 Penalty: 2427.452148
	Iteration 22F: 3 clusters Score -217828.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (3394 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Entering Unmasked Estep 
Score: -399323.656250 Penalty: 1321.086792
	Iteration 0F: 2 clusters Score -399323.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -396451.187500 Penalty: 2642.173584
	Iteration 0F: 3 clusters Score -396451.2 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -397385.125000 Penalty: 2642.173584
	Iteration 1F: 3 clusters Score -397385.1 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -397747.281250 Penalty: 2642.173584
	Iteration 2F: 3 clusters Score -397747.3 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -398060.187500 Penalty: 2642.173584
	Iteration 3F: 3 clusters Score -398060.2 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -398292.937500 Penalty: 2642.173584
	Iteration 4F: 3 clusters Score -398292.9 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -398455.625000 Penalty: 2642.173584
	Iteration 5F: 3 clusters Score -398455.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -398536.968750 Penalty: 2642.173584
	Iteration 6Q: 3 clusters Score -398537 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -398583.718750 Penalty: 2642.173584
	Iteration 7Q: 3 clusters Score -398583.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -398618.000000 Penalty: 2642.173584
	Iteration 8Q: 3 clusters Score -398618 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -398647.500000 Penalty: 2642.173584
	Iteration 9Q: 3 clusters Score -398647.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -398671.781250 Penalty: 2642.173584
	Iteration 10Q: 3 clusters Score -398671.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -398685.656250 Penalty: 2642.173584
	Iteration 11Q: 3 clusters Score -398685.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -398693.031250 Penalty: 2642.173584
	Iteration 12Q: 3 clusters Score -398693 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -398700.437500 Penalty: 2642.173584
	Iteration 13Q: 3 clusters Score -398700.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -398704.593750 Penalty: 2642.173584
	Iteration 14Q: 3 clusters Score -398704.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -398708.437500 Penalty: 2642.173584
	Iteration 15Q: 3 clusters Score -398708.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -398712.875000 Penalty: 2642.173584
	Iteration 16Q: 3 clusters Score -398712.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -398714.750000 Penalty: 2642.173584
	Iteration 17Q: 3 clusters Score -398714.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -398716.750000 Penalty: 2642.173584
	Iteration 18Q: 3 clusters Score -398716.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -398719.125000 Penalty: 2642.173584
	Iteration 19Q: 3 clusters Score -398719.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -398720.031250 Penalty: 2642.173584
	Iteration 20F: 3 clusters Score -398720 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -398720.687500 Penalty: 2642.173584
	Iteration 21Q: 3 clusters Score -398720.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -398720.468750 Penalty: 2642.173584
	Iteration 22Q: 3 clusters Score -398720.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -398720.468750 Penalty: 2642.173584
	Iteration 23F: 3 clusters Score -398720.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (2793 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Entering Unmasked Estep 
Score: -322124.531250 Penalty: 1289.416626
	Iteration 0F: 2 clusters Score -322124.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -319686.031250 Penalty: 2578.833252
	Iteration 0F: 3 clusters Score -319686 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -320898.593750 Penalty: 2578.833252
	Iteration 1F: 3 clusters Score -320898.6 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -321360.093750 Penalty: 2578.833252
	Iteration 2F: 3 clusters Score -321360.1 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -321656.343750 Penalty: 2578.833252
	Iteration 3F: 3 clusters Score -321656.3 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -321838.500000 Penalty: 2578.833252
	Iteration 4F: 3 clusters Score -321838.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -321956.843750 Penalty: 2578.833252
	Iteration 5Q: 3 clusters Score -321956.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -322046.500000 Penalty: 2578.833252
	Iteration 6Q: 3 clusters Score -322046.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -322109.218750 Penalty: 2578.833252
	Iteration 7Q: 3 clusters Score -322109.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -322175.593750 Penalty: 2578.833252
	Iteration 8Q: 3 clusters Score -322175.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -322232.125000 Penalty: 2578.833252
	Iteration 9Q: 3 clusters Score -322232.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -322266.625000 Penalty: 2578.833252
	Iteration 10Q: 3 clusters Score -322266.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -322304.312500 Penalty: 2578.833252
	Iteration 11Q: 3 clusters Score -322304.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -322347.406250 Penalty: 2578.833252
	Iteration 12Q: 3 clusters Score -322347.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -322393.500000 Penalty: 2578.833252
	Iteration 13Q: 3 clusters Score -322393.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -322428.375000 Penalty: 2578.833252
	Iteration 14Q: 3 clusters Score -322428.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -322482.281250 Penalty: 2578.833252
	Iteration 15Q: 3 clusters Score -322482.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -322531.531250 Penalty: 2578.833252
	Iteration 16Q: 3 clusters Score -322531.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -322592.687500 Penalty: 2578.833252
	Iteration 17Q: 3 clusters Score -322592.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -322680.281250 Penalty: 2578.833252
	Iteration 18Q: 3 clusters Score -322680.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -322764.125000 Penalty: 2578.833252
	Iteration 19Q: 3 clusters Score -322764.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -322828.937500 Penalty: 2578.833252
	Iteration 20F: 3 clusters Score -322828.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -322885.750000 Penalty: 2578.833252
	Iteration 21Q: 3 clusters Score -322885.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -322984.375000 Penalty: 2578.833252
	Iteration 22Q: 3 clusters Score -322984.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -323072.000000 Penalty: 2578.833252
	Iteration 23Q: 3 clusters Score -323072 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -323128.625000 Penalty: 2578.833252
	Iteration 24Q: 3 clusters Score -323128.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -323194.125000 Penalty: 2578.833252
	Iteration 25Q: 3 clusters Score -323194.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -323257.625000 Penalty: 2578.833252
	Iteration 26Q: 3 clusters Score -323257.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -323270.812500 Penalty: 2578.833252
	Iteration 27Q: 3 clusters Score -323270.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -323272.468750 Penalty: 2578.833252
	Iteration 28Q: 3 clusters Score -323272.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -323273.437500 Penalty: 2578.833252
	Iteration 29Q: 3 clusters Score -323273.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -323273.437500 Penalty: 2578.833252
	Iteration 30F: 3 clusters Score -323273.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 13712 members 
Mstep: Class 2 contains 27386 members 
Mstep: Class 3 contains 55520 members 
Mstep: Class 4 contains 7987 members 
Mstep: Class 5 contains 2097 members 
Mstep: Class 6 contains 3784 members 
Mstep: Class 7 contains 74747 members 
Mstep: Class 8 contains 26922 members 
Mstep: Class 9 contains 19786 members 
Mstep: Class 10 contains 35998 members 
Mstep: Class 11 contains 44755 members 
Mstep: Class 12 contains 12221 members 
Mstep: Class 13 contains 17817 members 
Mstep: Class 14 contains 19215 members 
Mstep: Class 15 contains 339 members 
Mstep: Class 16 contains 8897 members 
Mstep: Class 17 contains 6439 members 
Mstep: Class 18 contains 2016 members 
Mstep: Class 19 contains 3186 members 
Mstep: Class 20 contains 32239 members 
Mstep: Class 21 contains 37014 members 
Mstep: Class 22 contains 24115 members 
Mstep: Class 23 contains 1772 members 
Mstep: Class 24 contains 33168 members 
Mstep: Class 25 contains 2154 members 
Mstep: Class 26 contains 10333 members 
Mstep: Class 27 contains 4968 members 
Mstep: Class 28 contains 30081 members 
Mstep: Class 29 contains 4672 members 
Mstep: Class 30 contains 1753 members 
Mstep: Class 31 contains 3394 members 
Mstep: Class 32 contains 850 members 
Mstep: Class 33 contains 16933 members 
Mstep: Class 34 contains 4263 members 
Mstep: Class 35 contains 150986 members 
Mstep: Class 36 contains 8028 members 
Mstep: Class 37 contains 1777 members 
Mstep: Class 38 contains 23110 members 
Mstep: Class 39 contains 1614 members 
Mstep: Class 40 contains 154 members 
Mstep: Class 41 contains 12052 members 
Mstep: Class 42 contains 16386 members 
Mstep: Class 43 contains 13383 members 
Mstep: Class 44 contains 608 members 
Mstep: Class 45 contains 1943 members 
Entering Unmasked Estep 
Score: -100278768.000000 Penalty: 99580.367188
Splitting cluster 32 changes total score from -100274640.000000 to -100278768.000000
So it's getting split into cluster 45.
Entering ConstructFrom: 
Trying to split cluster 33 (16933 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16933 members 
Entering Unmasked Estep 
Score: -2084079.375000 Penalty: 1582.265625
	Iteration 0F: 2 clusters Score -2084079 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8503 members 
Mstep: Class 2 contains 8430 members 
Entering Unmasked Estep 
Score: -2072443.875000 Penalty: 3164.531250
	Iteration 0F: 3 clusters Score -2072444 nChanged 7519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8766 members 
Mstep: Class 2 contains 8167 members 
Entering Unmasked Estep 
Score: -2076518.250000 Penalty: 3164.531250
	Iteration 1F: 3 clusters Score -2076518 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8852 members 
Mstep: Class 2 contains 8081 members 
Entering Unmasked Estep 
Score: -2076936.500000 Penalty: 3164.531250
	Iteration 2F: 3 clusters Score -2076936 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8869 members 
Mstep: Class 2 contains 8064 members 
Entering Unmasked Estep 
Score: -2077398.625000 Penalty: 3164.531250
	Iteration 3F: 3 clusters Score -2077399 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8824 members 
Mstep: Class 2 contains 8109 members 
Entering Unmasked Estep 
Score: -2077940.625000 Penalty: 3164.531250
	Iteration 4F: 3 clusters Score -2077941 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8722 members 
Mstep: Class 2 contains 8211 members 
Entering Unmasked Estep 
Score: -2078533.375000 Penalty: 3164.531250
	Iteration 5F: 3 clusters Score -2078533 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8507 members 
Mstep: Class 2 contains 8426 members 
Entering Unmasked Estep 
Score: -2079093.500000 Penalty: 3164.531250
	Iteration 6F: 3 clusters Score -2079094 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8259 members 
Mstep: Class 2 contains 8674 members 
Entering Unmasked Estep 
Score: -2079574.625000 Penalty: 3164.531250
	Iteration 7F: 3 clusters Score -2079575 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7987 members 
Mstep: Class 2 contains 8946 members 
Entering Unmasked Estep 
Score: -2079972.500000 Penalty: 3164.531250
	Iteration 8Q: 3 clusters Score -2079972 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7746 members 
Mstep: Class 2 contains 9187 members 
Entering Unmasked Estep 
Score: -2080322.750000 Penalty: 3164.531250
	Iteration 9Q: 3 clusters Score -2080323 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7499 members 
Mstep: Class 2 contains 9434 members 
Entering Unmasked Estep 
Score: -2080623.625000 Penalty: 3164.531250
	Iteration 10Q: 3 clusters Score -2080624 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7201 members 
Mstep: Class 2 contains 9732 members 
Entering Unmasked Estep 
Score: -2080870.625000 Penalty: 3164.531250
	Iteration 11Q: 3 clusters Score -2080871 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6907 members 
Mstep: Class 2 contains 10026 members 
Entering Unmasked Estep 
Score: -2081064.625000 Penalty: 3164.531250
	Iteration 12Q: 3 clusters Score -2081065 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6602 members 
Mstep: Class 2 contains 10331 members 
Entering Unmasked Estep 
Score: -2081242.625000 Penalty: 3164.531250
	Iteration 13Q: 3 clusters Score -2081243 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6281 members 
Mstep: Class 2 contains 10652 members 
Entering Unmasked Estep 
Score: -2081406.000000 Penalty: 3164.531250
	Iteration 14Q: 3 clusters Score -2081406 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5989 members 
Mstep: Class 2 contains 10944 members 
Entering Unmasked Estep 
Score: -2081545.625000 Penalty: 3164.531250
	Iteration 15Q: 3 clusters Score -2081546 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 11232 members 
Entering Unmasked Estep 
Score: -2081683.500000 Penalty: 3164.531250
	Iteration 16Q: 3 clusters Score -2081684 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5393 members 
Mstep: Class 2 contains 11540 members 
Entering Unmasked Estep 
Score: -2081822.500000 Penalty: 3164.531250
	Iteration 17Q: 3 clusters Score -2081822 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 11832 members 
Entering Unmasked Estep 
Score: -2081937.875000 Penalty: 3164.531250
	Iteration 18Q: 3 clusters Score -2081938 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 12106 members 
Entering Unmasked Estep 
Score: -2082062.000000 Penalty: 3164.531250
	Iteration 19Q: 3 clusters Score -2082062 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 12369 members 
Entering Unmasked Estep 
Score: -2082163.625000 Penalty: 3164.531250
	Iteration 20F: 3 clusters Score -2082164 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 12612 members 
Entering Unmasked Estep 
Score: -2082259.000000 Penalty: 3164.531250
	Iteration 21Q: 3 clusters Score -2082259 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 12856 members 
Entering Unmasked Estep 
Score: -2082354.375000 Penalty: 3164.531250
	Iteration 22Q: 3 clusters Score -2082354 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 13091 members 
Entering Unmasked Estep 
Score: -2082432.375000 Penalty: 3164.531250
	Iteration 23Q: 3 clusters Score -2082432 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 13304 members 
Entering Unmasked Estep 
Score: -2082503.125000 Penalty: 3164.531250
	Iteration 24Q: 3 clusters Score -2082503 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 13505 members 
Entering Unmasked Estep 
Score: -2082574.125000 Penalty: 3164.531250
	Iteration 25Q: 3 clusters Score -2082574 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 13697 members 
Entering Unmasked Estep 
Score: -2082640.375000 Penalty: 3164.531250
	Iteration 26Q: 3 clusters Score -2082640 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 13878 members 
Entering Unmasked Estep 
Score: -2082708.875000 Penalty: 3164.531250
	Iteration 27Q: 3 clusters Score -2082709 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 14055 members 
Entering Unmasked Estep 
Score: -2082769.625000 Penalty: 3164.531250
	Iteration 28Q: 3 clusters Score -2082770 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 14206 members 
Entering Unmasked Estep 
Score: -2082836.125000 Penalty: 3164.531250
	Iteration 29Q: 3 clusters Score -2082836 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 14346 members 
Entering Unmasked Estep 
Score: -2082889.875000 Penalty: 3164.531250
	Iteration 30Q: 3 clusters Score -2082890 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 14468 members 
Entering Unmasked Estep 
Score: -2082938.750000 Penalty: 3164.531250
	Iteration 31Q: 3 clusters Score -2082939 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 14603 members 
Entering Unmasked Estep 
Score: -2082991.500000 Penalty: 3164.531250
	Iteration 32Q: 3 clusters Score -2082992 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 14717 members 
Entering Unmasked Estep 
Score: -2083033.000000 Penalty: 3164.531250
	Iteration 33Q: 3 clusters Score -2083033 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 14823 members 
Entering Unmasked Estep 
Score: -2083079.250000 Penalty: 3164.531250
	Iteration 34Q: 3 clusters Score -2083079 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 14916 members 
Entering Unmasked Estep 
Score: -2083116.125000 Penalty: 3164.531250
	Iteration 35Q: 3 clusters Score -2083116 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 14996 members 
Entering Unmasked Estep 
Score: -2083146.375000 Penalty: 3164.531250
	Iteration 36Q: 3 clusters Score -2083146 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 15076 members 
Entering Unmasked Estep 
Score: -2083176.750000 Penalty: 3164.531250
	Iteration 37Q: 3 clusters Score -2083177 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 15153 members 
Entering Unmasked Estep 
Score: -2083194.250000 Penalty: 3164.531250
	Iteration 38Q: 3 clusters Score -2083194 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 15211 members 
Entering Unmasked Estep 
Score: -2083216.125000 Penalty: 3164.531250
	Iteration 39Q: 3 clusters Score -2083216 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 15273 members 
Entering Unmasked Estep 
Score: -2083232.625000 Penalty: 3164.531250
	Iteration 40F: 3 clusters Score -2083233 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 15323 members 
Entering Unmasked Estep 
Score: -2083252.375000 Penalty: 3164.531250
	Iteration 41Q: 3 clusters Score -2083252 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 15361 members 
Entering Unmasked Estep 
Score: -2083259.625000 Penalty: 3164.531250
	Iteration 42Q: 3 clusters Score -2083260 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 15402 members 
Entering Unmasked Estep 
Score: -2083271.000000 Penalty: 3164.531250
	Iteration 43Q: 3 clusters Score -2083271 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 15446 members 
Entering Unmasked Estep 
Score: -2083287.875000 Penalty: 3164.531250
	Iteration 44Q: 3 clusters Score -2083288 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 15477 members 
Entering Unmasked Estep 
Score: -2083300.750000 Penalty: 3164.531250
	Iteration 45Q: 3 clusters Score -2083301 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 15513 members 
Entering Unmasked Estep 
Score: -2083315.500000 Penalty: 3164.531250
	Iteration 46Q: 3 clusters Score -2083316 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 15547 members 
Entering Unmasked Estep 
Score: -2083329.125000 Penalty: 3164.531250
	Iteration 47Q: 3 clusters Score -2083329 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 15581 members 
Entering Unmasked Estep 
Score: -2083347.875000 Penalty: 3164.531250
	Iteration 48Q: 3 clusters Score -2083348 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 15618 members 
Entering Unmasked Estep 
Score: -2083360.875000 Penalty: 3164.531250
	Iteration 49Q: 3 clusters Score -2083361 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 15645 members 
Entering Unmasked Estep 
Score: -2083366.125000 Penalty: 3164.531250
	Iteration 50Q: 3 clusters Score -2083366 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 15670 members 
Entering Unmasked Estep 
Score: -2083379.875000 Penalty: 3164.531250
	Iteration 51Q: 3 clusters Score -2083380 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 15692 members 
Entering Unmasked Estep 
Score: -2083388.250000 Penalty: 3164.531250
	Iteration 52Q: 3 clusters Score -2083388 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 15707 members 
Entering Unmasked Estep 
Score: -2083396.125000 Penalty: 3164.531250
	Iteration 53Q: 3 clusters Score -2083396 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 15732 members 
Entering Unmasked Estep 
Score: -2083402.875000 Penalty: 3164.531250
	Iteration 54Q: 3 clusters Score -2083403 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 15747 members 
Entering Unmasked Estep 
Score: -2083405.125000 Penalty: 3164.531250
	Iteration 55Q: 3 clusters Score -2083405 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 15763 members 
Entering Unmasked Estep 
Score: -2083411.375000 Penalty: 3164.531250
	Iteration 56Q: 3 clusters Score -2083411 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 15785 members 
Entering Unmasked Estep 
Score: -2083423.875000 Penalty: 3164.531250
	Iteration 57Q: 3 clusters Score -2083424 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 15808 members 
Entering Unmasked Estep 
Score: -2083432.000000 Penalty: 3164.531250
	Iteration 58Q: 3 clusters Score -2083432 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 15833 members 
Entering Unmasked Estep 
Score: -2083445.000000 Penalty: 3164.531250
	Iteration 59Q: 3 clusters Score -2083445 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 15859 members 
Entering Unmasked Estep 
Score: -2083459.625000 Penalty: 3164.531250
	Iteration 60F: 3 clusters Score -2083460 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 15891 members 
Entering Unmasked Estep 
Score: -2083477.750000 Penalty: 3164.531250
	Iteration 61Q: 3 clusters Score -2083478 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 15915 members 
Entering Unmasked Estep 
Score: -2083501.000000 Penalty: 3164.531250
	Iteration 62Q: 3 clusters Score -2083501 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 15938 members 
Entering Unmasked Estep 
Score: -2083518.750000 Penalty: 3164.531250
	Iteration 63Q: 3 clusters Score -2083519 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 15962 members 
Entering Unmasked Estep 
Score: -2083540.000000 Penalty: 3164.531250
	Iteration 64Q: 3 clusters Score -2083540 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 15984 members 
Entering Unmasked Estep 
Score: -2083549.875000 Penalty: 3164.531250
	Iteration 65Q: 3 clusters Score -2083550 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 16012 members 
Entering Unmasked Estep 
Score: -2083568.750000 Penalty: 3164.531250
	Iteration 66Q: 3 clusters Score -2083569 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 16038 members 
Entering Unmasked Estep 
Score: -2083590.750000 Penalty: 3164.531250
	Iteration 67Q: 3 clusters Score -2083591 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 16058 members 
Entering Unmasked Estep 
Score: -2083607.500000 Penalty: 3164.531250
	Iteration 68Q: 3 clusters Score -2083608 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 16078 members 
Entering Unmasked Estep 
Score: -2083625.250000 Penalty: 3164.531250
	Iteration 69Q: 3 clusters Score -2083625 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 16097 members 
Entering Unmasked Estep 
Score: -2083641.625000 Penalty: 3164.531250
	Iteration 70Q: 3 clusters Score -2083642 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 16107 members 
Entering Unmasked Estep 
Score: -2083650.375000 Penalty: 3164.531250
	Iteration 71Q: 3 clusters Score -2083650 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 16120 members 
Entering Unmasked Estep 
Score: -2083661.750000 Penalty: 3164.531250
	Iteration 72Q: 3 clusters Score -2083662 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 16128 members 
Entering Unmasked Estep 
Score: -2083674.000000 Penalty: 3164.531250
	Iteration 73Q: 3 clusters Score -2083674 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 16138 members 
Entering Unmasked Estep 
Score: -2083686.375000 Penalty: 3164.531250
	Iteration 74Q: 3 clusters Score -2083686 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 16144 members 
Entering Unmasked Estep 
Score: -2083691.375000 Penalty: 3164.531250
	Iteration 75Q: 3 clusters Score -2083691 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 16151 members 
Entering Unmasked Estep 
Score: -2083699.375000 Penalty: 3164.531250
	Iteration 76Q: 3 clusters Score -2083699 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 16156 members 
Entering Unmasked Estep 
Score: -2083698.125000 Penalty: 3164.531250
	Iteration 77Q: 3 clusters Score -2083698 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 16160 members 
Entering Unmasked Estep 
Score: -2083704.000000 Penalty: 3164.531250
	Iteration 78Q: 3 clusters Score -2083704 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 16164 members 
Entering Unmasked Estep 
Score: -2083705.875000 Penalty: 3164.531250
	Iteration 79Q: 3 clusters Score -2083706 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 16167 members 
Entering Unmasked Estep 
Score: -2083714.375000 Penalty: 3164.531250
	Iteration 80F: 3 clusters Score -2083714 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 16170 members 
Entering Unmasked Estep 
Score: -2083714.375000 Penalty: 3164.531250
	Iteration 81Q: 3 clusters Score -2083714 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 16170 members 
Entering Unmasked Estep 
Score: -2083713.500000 Penalty: 3164.531250
	Iteration 82Q: 3 clusters Score -2083714 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 16171 members 
Entering Unmasked Estep 
Score: -2083717.000000 Penalty: 3164.531250
	Iteration 83Q: 3 clusters Score -2083717 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 16170 members 
Entering Unmasked Estep 
Score: -2083718.875000 Penalty: 3164.531250
	Iteration 84Q: 3 clusters Score -2083719 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 16171 members 
Entering Unmasked Estep 
Score: -2083721.500000 Penalty: 3164.531250
	Iteration 85Q: 3 clusters Score -2083722 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 16175 members 
Entering Unmasked Estep 
Score: -2083720.875000 Penalty: 3164.531250
	Iteration 86Q: 3 clusters Score -2083721 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 16175 members 
Entering Unmasked Estep 
Score: -2083720.875000 Penalty: 3164.531250
	Iteration 87F: 3 clusters Score -2083721 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (4263 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Entering Unmasked Estep 
Score: -522092.062500 Penalty: 1358.130859
	Iteration 0F: 2 clusters Score -522092.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -518592.031250 Penalty: 2716.261719
	Iteration 0F: 3 clusters Score -518592 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -519543.062500 Penalty: 2716.261719
	Iteration 1F: 3 clusters Score -519543.1 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -519690.375000 Penalty: 2716.261719
	Iteration 2F: 3 clusters Score -519690.4 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -519778.031250 Penalty: 2716.261719
	Iteration 3Q: 3 clusters Score -519778 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -519856.562500 Penalty: 2716.261719
	Iteration 4Q: 3 clusters Score -519856.6 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -519930.812500 Penalty: 2716.261719
	Iteration 5Q: 3 clusters Score -519930.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -519995.062500 Penalty: 2716.261719
	Iteration 6Q: 3 clusters Score -519995.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -520050.625000 Penalty: 2716.261719
	Iteration 7Q: 3 clusters Score -520050.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -520104.781250 Penalty: 2716.261719
	Iteration 8Q: 3 clusters Score -520104.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -520152.781250 Penalty: 2716.261719
	Iteration 9Q: 3 clusters Score -520152.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -520187.281250 Penalty: 2716.261719
	Iteration 10Q: 3 clusters Score -520187.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -520223.187500 Penalty: 2716.261719
	Iteration 11Q: 3 clusters Score -520223.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -520265.031250 Penalty: 2716.261719
	Iteration 12Q: 3 clusters Score -520265 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -520322.656250 Penalty: 2716.261719
	Iteration 13Q: 3 clusters Score -520322.7 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -520399.687500 Penalty: 2716.261719
	Iteration 14Q: 3 clusters Score -520399.7 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -520503.375000 Penalty: 2716.261719
	Iteration 15Q: 3 clusters Score -520503.4 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -520603.250000 Penalty: 2716.261719
	Iteration 16Q: 3 clusters Score -520603.2 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -520714.625000 Penalty: 2716.261719
	Iteration 17Q: 3 clusters Score -520714.6 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -520844.250000 Penalty: 2716.261719
	Iteration 18Q: 3 clusters Score -520844.2 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -520997.468750 Penalty: 2716.261719
	Iteration 19Q: 3 clusters Score -520997.5 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -521198.968750 Penalty: 2716.261719
	Iteration 20F: 3 clusters Score -521199 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -521475.250000 Penalty: 2716.261719
	Iteration 21Q: 3 clusters Score -521475.2 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -521994.875000 Penalty: 2716.261719
	Iteration 22Q: 3 clusters Score -521994.9 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -522855.906250 Penalty: 2716.261719
	Iteration 23Q: 3 clusters Score -522855.9 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -523239.937500 Penalty: 2716.261719
	Iteration 24Q: 3 clusters Score -523239.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -523333.281250 Penalty: 2716.261719
	Iteration 25Q: 3 clusters Score -523333.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -523350.906250 Penalty: 2716.261719
	Iteration 26Q: 3 clusters Score -523350.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -523355.250000 Penalty: 2716.261719
	Iteration 27Q: 3 clusters Score -523355.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -523357.562500 Penalty: 2716.261719
	Iteration 28Q: 3 clusters Score -523357.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -523361.312500 Penalty: 2716.261719
	Iteration 29Q: 3 clusters Score -523361.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -523363.187500 Penalty: 2716.261719
	Iteration 30Q: 3 clusters Score -523363.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -523363.843750 Penalty: 2716.261719
	Iteration 31Q: 3 clusters Score -523363.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -523365.500000 Penalty: 2716.261719
	Iteration 32Q: 3 clusters Score -523365.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -523365.125000 Penalty: 2716.261719
	Iteration 33Q: 3 clusters Score -523365.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -523365.125000 Penalty: 2716.261719
	Iteration 34Q: 3 clusters Score -523365.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -523365.125000 Penalty: 2716.261719
	Iteration 35F: 3 clusters Score -523365.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 13712 members 
Mstep: Class 2 contains 27386 members 
Mstep: Class 3 contains 55520 members 
Mstep: Class 4 contains 7987 members 
Mstep: Class 5 contains 2097 members 
Mstep: Class 6 contains 3784 members 
Mstep: Class 7 contains 74747 members 
Mstep: Class 8 contains 26922 members 
Mstep: Class 9 contains 19786 members 
Mstep: Class 10 contains 35998 members 
Mstep: Class 11 contains 44755 members 
Mstep: Class 12 contains 12221 members 
Mstep: Class 13 contains 17817 members 
Mstep: Class 14 contains 19215 members 
Mstep: Class 15 contains 339 members 
Mstep: Class 16 contains 8897 members 
Mstep: Class 17 contains 6439 members 
Mstep: Class 18 contains 2016 members 
Mstep: Class 19 contains 3186 members 
Mstep: Class 20 contains 32239 members 
Mstep: Class 21 contains 37014 members 
Mstep: Class 22 contains 24115 members 
Mstep: Class 23 contains 1772 members 
Mstep: Class 24 contains 33168 members 
Mstep: Class 25 contains 2154 members 
Mstep: Class 26 contains 10333 members 
Mstep: Class 27 contains 4968 members 
Mstep: Class 28 contains 30081 members 
Mstep: Class 29 contains 4672 members 
Mstep: Class 30 contains 1753 members 
Mstep: Class 31 contains 3394 members 
Mstep: Class 32 contains 850 members 
Mstep: Class 33 contains 16933 members 
Mstep: Class 34 contains 2248 members 
Mstep: Class 35 contains 150986 members 
Mstep: Class 36 contains 8028 members 
Mstep: Class 37 contains 1777 members 
Mstep: Class 38 contains 23110 members 
Mstep: Class 39 contains 1614 members 
Mstep: Class 40 contains 154 members 
Mstep: Class 41 contains 12052 members 
Mstep: Class 42 contains 16386 members 
Mstep: Class 43 contains 13383 members 
Mstep: Class 44 contains 608 members 
Mstep: Class 45 contains 1943 members 
Mstep: Class 46 contains 2015 members 
Entering Unmasked Estep 
Score: -100279120.000000 Penalty: 101793.265625
Splitting cluster 34 changes total score from -100274640.000000 to -100279120.000000
So it's getting split into cluster 46.
Entering ConstructFrom: 
Trying to split cluster 35 (150986 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150986 members 
Entering Unmasked Estep 
Score: -19387530.000000 Penalty: 1937.803101
	Iteration 0F: 2 clusters Score -1.938753e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75652 members 
Mstep: Class 2 contains 75334 members 
Entering Unmasked Estep 
Score: -19306846.000000 Penalty: 3875.606201
	Iteration 0F: 3 clusters Score -1.930685e+07 nChanged 72703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79105 members 
Mstep: Class 2 contains 71881 members 
Entering Unmasked Estep 
Score: -19349706.000000 Penalty: 3875.606201
	Iteration 1F: 3 clusters Score -1.934971e+07 nChanged 5283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80852 members 
Mstep: Class 2 contains 70134 members 
Entering Unmasked Estep 
Score: -19351086.000000 Penalty: 3875.606201
	Iteration 2Q: 3 clusters Score -1.935109e+07 nChanged 6055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83355 members 
Mstep: Class 2 contains 67631 members 
Entering Unmasked Estep 
Score: -19353186.000000 Penalty: 3875.606201
	Iteration 3Q: 3 clusters Score -1.935319e+07 nChanged 7438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86747 members 
Mstep: Class 2 contains 64239 members 
Entering Unmasked Estep 
Score: -19356236.000000 Penalty: 3875.606201
	Iteration 4Q: 3 clusters Score -1.935624e+07 nChanged 8921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91074 members 
Mstep: Class 2 contains 59912 members 
Entering Unmasked Estep 
Score: -19361140.000000 Penalty: 3875.606201
	Iteration 5F: 3 clusters Score -1.936114e+07 nChanged 10153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95537 members 
Mstep: Class 2 contains 55449 members 
Entering Unmasked Estep 
Score: -19367852.000000 Penalty: 3875.606201
	Iteration 6F: 3 clusters Score -1.936785e+07 nChanged 10325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98662 members 
Mstep: Class 2 contains 52324 members 
Entering Unmasked Estep 
Score: -19375348.000000 Penalty: 3875.606201
	Iteration 7F: 3 clusters Score -1.937535e+07 nChanged 8608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99852 members 
Mstep: Class 2 contains 51134 members 
Entering Unmasked Estep 
Score: -19379680.000000 Penalty: 3875.606201
	Iteration 8F: 3 clusters Score -1.937968e+07 nChanged 5563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100197 members 
Mstep: Class 2 contains 50789 members 
Entering Unmasked Estep 
Score: -19380994.000000 Penalty: 3875.606201
	Iteration 9Q: 3 clusters Score -1.938099e+07 nChanged 2875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100380 members 
Mstep: Class 2 contains 50606 members 
Entering Unmasked Estep 
Score: -19381196.000000 Penalty: 3875.606201
	Iteration 10Q: 3 clusters Score -1.93812e+07 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100565 members 
Mstep: Class 2 contains 50421 members 
Entering Unmasked Estep 
Score: -19381378.000000 Penalty: 3875.606201
	Iteration 11Q: 3 clusters Score -1.938138e+07 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100735 members 
Mstep: Class 2 contains 50251 members 
Entering Unmasked Estep 
Score: -19381552.000000 Penalty: 3875.606201
	Iteration 12Q: 3 clusters Score -1.938155e+07 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100828 members 
Mstep: Class 2 contains 50158 members 
Entering Unmasked Estep 
Score: -19381626.000000 Penalty: 3875.606201
	Iteration 13Q: 3 clusters Score -1.938163e+07 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100929 members 
Mstep: Class 2 contains 50057 members 
Entering Unmasked Estep 
Score: -19381770.000000 Penalty: 3875.606201
	Iteration 14Q: 3 clusters Score -1.938177e+07 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101006 members 
Mstep: Class 2 contains 49980 members 
Entering Unmasked Estep 
Score: -19381826.000000 Penalty: 3875.606201
	Iteration 15Q: 3 clusters Score -1.938183e+07 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101042 members 
Mstep: Class 2 contains 49944 members 
Entering Unmasked Estep 
Score: -19381910.000000 Penalty: 3875.606201
	Iteration 16Q: 3 clusters Score -1.938191e+07 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101043 members 
Mstep: Class 2 contains 49943 members 
Entering Unmasked Estep 
Score: -19381974.000000 Penalty: 3875.606201
	Iteration 17Q: 3 clusters Score -1.938197e+07 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101027 members 
Mstep: Class 2 contains 49959 members 
Entering Unmasked Estep 
Score: -19382036.000000 Penalty: 3875.606201
	Iteration 18Q: 3 clusters Score -1.938204e+07 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101031 members 
Mstep: Class 2 contains 49955 members 
Entering Unmasked Estep 
Score: -19382056.000000 Penalty: 3875.606201
	Iteration 19Q: 3 clusters Score -1.938206e+07 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101008 members 
Mstep: Class 2 contains 49978 members 
Entering Unmasked Estep 
Score: -19382028.000000 Penalty: 3875.606201
	Iteration 20F: 3 clusters Score -1.938203e+07 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100965 members 
Mstep: Class 2 contains 50021 members 
Entering Unmasked Estep 
Score: -19382012.000000 Penalty: 3875.606201
	Iteration 21Q: 3 clusters Score -1.938201e+07 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100870 members 
Mstep: Class 2 contains 50116 members 
Entering Unmasked Estep 
Score: -19381970.000000 Penalty: 3875.606201
	Iteration 22Q: 3 clusters Score -1.938197e+07 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100765 members 
Mstep: Class 2 contains 50221 members 
Entering Unmasked Estep 
Score: -19381984.000000 Penalty: 3875.606201
	Iteration 23Q: 3 clusters Score -1.938198e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100645 members 
Mstep: Class 2 contains 50341 members 
Entering Unmasked Estep 
Score: -19381988.000000 Penalty: 3875.606201
	Iteration 24Q: 3 clusters Score -1.938199e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100534 members 
Mstep: Class 2 contains 50452 members 
Entering Unmasked Estep 
Score: -19382040.000000 Penalty: 3875.606201
	Iteration 25Q: 3 clusters Score -1.938204e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100401 members 
Mstep: Class 2 contains 50585 members 
Entering Unmasked Estep 
Score: -19382006.000000 Penalty: 3875.606201
	Iteration 26Q: 3 clusters Score -1.938201e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100240 members 
Mstep: Class 2 contains 50746 members 
Entering Unmasked Estep 
Score: -19381946.000000 Penalty: 3875.606201
	Iteration 27Q: 3 clusters Score -1.938195e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100089 members 
Mstep: Class 2 contains 50897 members 
Entering Unmasked Estep 
Score: -19381918.000000 Penalty: 3875.606201
	Iteration 28Q: 3 clusters Score -1.938192e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99906 members 
Mstep: Class 2 contains 51080 members 
Entering Unmasked Estep 
Score: -19381828.000000 Penalty: 3875.606201
	Iteration 29Q: 3 clusters Score -1.938183e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99688 members 
Mstep: Class 2 contains 51298 members 
Entering Unmasked Estep 
Score: -19381832.000000 Penalty: 3875.606201
	Iteration 30Q: 3 clusters Score -1.938183e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99463 members 
Mstep: Class 2 contains 51523 members 
Entering Unmasked Estep 
Score: -19381800.000000 Penalty: 3875.606201
	Iteration 31Q: 3 clusters Score -1.93818e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99229 members 
Mstep: Class 2 contains 51757 members 
Entering Unmasked Estep 
Score: -19381752.000000 Penalty: 3875.606201
	Iteration 32Q: 3 clusters Score -1.938175e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98957 members 
Mstep: Class 2 contains 52029 members 
Entering Unmasked Estep 
Score: -19381646.000000 Penalty: 3875.606201
	Iteration 33Q: 3 clusters Score -1.938165e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98701 members 
Mstep: Class 2 contains 52285 members 
Entering Unmasked Estep 
Score: -19381680.000000 Penalty: 3875.606201
	Iteration 34Q: 3 clusters Score -1.938168e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98446 members 
Mstep: Class 2 contains 52540 members 
Entering Unmasked Estep 
Score: -19381636.000000 Penalty: 3875.606201
	Iteration 35Q: 3 clusters Score -1.938164e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98151 members 
Mstep: Class 2 contains 52835 members 
Entering Unmasked Estep 
Score: -19381536.000000 Penalty: 3875.606201
	Iteration 36Q: 3 clusters Score -1.938154e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97860 members 
Mstep: Class 2 contains 53126 members 
Entering Unmasked Estep 
Score: -19381522.000000 Penalty: 3875.606201
	Iteration 37Q: 3 clusters Score -1.938152e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97582 members 
Mstep: Class 2 contains 53404 members 
Entering Unmasked Estep 
Score: -19381560.000000 Penalty: 3875.606201
	Iteration 38Q: 3 clusters Score -1.938156e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97285 members 
Mstep: Class 2 contains 53701 members 
Entering Unmasked Estep 
Score: -19381512.000000 Penalty: 3875.606201
	Iteration 39Q: 3 clusters Score -1.938151e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96961 members 
Mstep: Class 2 contains 54025 members 
Entering Unmasked Estep 
Score: -19381472.000000 Penalty: 3875.606201
	Iteration 40F: 3 clusters Score -1.938147e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96634 members 
Mstep: Class 2 contains 54352 members 
Entering Unmasked Estep 
Score: -19381454.000000 Penalty: 3875.606201
	Iteration 41Q: 3 clusters Score -1.938145e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96255 members 
Mstep: Class 2 contains 54731 members 
Entering Unmasked Estep 
Score: -19381422.000000 Penalty: 3875.606201
	Iteration 42Q: 3 clusters Score -1.938142e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95828 members 
Mstep: Class 2 contains 55158 members 
Entering Unmasked Estep 
Score: -19381368.000000 Penalty: 3875.606201
	Iteration 43Q: 3 clusters Score -1.938137e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95399 members 
Mstep: Class 2 contains 55587 members 
Entering Unmasked Estep 
Score: -19381302.000000 Penalty: 3875.606201
	Iteration 44Q: 3 clusters Score -1.93813e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94960 members 
Mstep: Class 2 contains 56026 members 
Entering Unmasked Estep 
Score: -19381274.000000 Penalty: 3875.606201
	Iteration 45Q: 3 clusters Score -1.938127e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94566 members 
Mstep: Class 2 contains 56420 members 
Entering Unmasked Estep 
Score: -19381226.000000 Penalty: 3875.606201
	Iteration 46Q: 3 clusters Score -1.938123e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94161 members 
Mstep: Class 2 contains 56825 members 
Entering Unmasked Estep 
Score: -19381162.000000 Penalty: 3875.606201
	Iteration 47Q: 3 clusters Score -1.938116e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93725 members 
Mstep: Class 2 contains 57261 members 
Entering Unmasked Estep 
Score: -19381124.000000 Penalty: 3875.606201
	Iteration 48Q: 3 clusters Score -1.938112e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93261 members 
Mstep: Class 2 contains 57725 members 
Entering Unmasked Estep 
Score: -19381134.000000 Penalty: 3875.606201
	Iteration 49Q: 3 clusters Score -1.938113e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92770 members 
Mstep: Class 2 contains 58216 members 
Entering Unmasked Estep 
Score: -19381066.000000 Penalty: 3875.606201
	Iteration 50Q: 3 clusters Score -1.938107e+07 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92267 members 
Mstep: Class 2 contains 58719 members 
Entering Unmasked Estep 
Score: -19381050.000000 Penalty: 3875.606201
	Iteration 51Q: 3 clusters Score -1.938105e+07 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91733 members 
Mstep: Class 2 contains 59253 members 
Entering Unmasked Estep 
Score: -19380984.000000 Penalty: 3875.606201
	Iteration 52Q: 3 clusters Score -1.938098e+07 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91144 members 
Mstep: Class 2 contains 59842 members 
Entering Unmasked Estep 
Score: -19380980.000000 Penalty: 3875.606201
	Iteration 53Q: 3 clusters Score -1.938098e+07 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90518 members 
Mstep: Class 2 contains 60468 members 
Entering Unmasked Estep 
Score: -19380970.000000 Penalty: 3875.606201
	Iteration 54Q: 3 clusters Score -1.938097e+07 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89893 members 
Mstep: Class 2 contains 61093 members 
Entering Unmasked Estep 
Score: -19380962.000000 Penalty: 3875.606201
	Iteration 55Q: 3 clusters Score -1.938096e+07 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89203 members 
Mstep: Class 2 contains 61783 members 
Entering Unmasked Estep 
Score: -19380940.000000 Penalty: 3875.606201
	Iteration 56Q: 3 clusters Score -1.938094e+07 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88461 members 
Mstep: Class 2 contains 62525 members 
Entering Unmasked Estep 
Score: -19380976.000000 Penalty: 3875.606201
	Iteration 57Q: 3 clusters Score -1.938098e+07 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87712 members 
Mstep: Class 2 contains 63274 members 
Entering Unmasked Estep 
Score: -19380950.000000 Penalty: 3875.606201
	Iteration 58Q: 3 clusters Score -1.938095e+07 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86982 members 
Mstep: Class 2 contains 64004 members 
Entering Unmasked Estep 
Score: -19380918.000000 Penalty: 3875.606201
	Iteration 59Q: 3 clusters Score -1.938092e+07 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86255 members 
Mstep: Class 2 contains 64731 members 
Entering Unmasked Estep 
Score: -19380878.000000 Penalty: 3875.606201
	Iteration 60F: 3 clusters Score -1.938088e+07 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85547 members 
Mstep: Class 2 contains 65439 members 
Entering Unmasked Estep 
Score: -19380870.000000 Penalty: 3875.606201
	Iteration 61Q: 3 clusters Score -1.938087e+07 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84848 members 
Mstep: Class 2 contains 66138 members 
Entering Unmasked Estep 
Score: -19380774.000000 Penalty: 3875.606201
	Iteration 62Q: 3 clusters Score -1.938077e+07 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84154 members 
Mstep: Class 2 contains 66832 members 
Entering Unmasked Estep 
Score: -19380766.000000 Penalty: 3875.606201
	Iteration 63Q: 3 clusters Score -1.938077e+07 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83459 members 
Mstep: Class 2 contains 67527 members 
Entering Unmasked Estep 
Score: -19380810.000000 Penalty: 3875.606201
	Iteration 64Q: 3 clusters Score -1.938081e+07 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82735 members 
Mstep: Class 2 contains 68251 members 
Entering Unmasked Estep 
Score: -19380844.000000 Penalty: 3875.606201
	Iteration 65Q: 3 clusters Score -1.938084e+07 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81989 members 
Mstep: Class 2 contains 68997 members 
Entering Unmasked Estep 
Score: -19380754.000000 Penalty: 3875.606201
	Iteration 66Q: 3 clusters Score -1.938075e+07 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81280 members 
Mstep: Class 2 contains 69706 members 
Entering Unmasked Estep 
Score: -19380770.000000 Penalty: 3875.606201
	Iteration 67Q: 3 clusters Score -1.938077e+07 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80572 members 
Mstep: Class 2 contains 70414 members 
Entering Unmasked Estep 
Score: -19380768.000000 Penalty: 3875.606201
	Iteration 68Q: 3 clusters Score -1.938077e+07 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79876 members 
Mstep: Class 2 contains 71110 members 
Entering Unmasked Estep 
Score: -19380798.000000 Penalty: 3875.606201
	Iteration 69Q: 3 clusters Score -1.93808e+07 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79218 members 
Mstep: Class 2 contains 71768 members 
Entering Unmasked Estep 
Score: -19380826.000000 Penalty: 3875.606201
	Iteration 70Q: 3 clusters Score -1.938083e+07 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78557 members 
Mstep: Class 2 contains 72429 members 
Entering Unmasked Estep 
Score: -19380828.000000 Penalty: 3875.606201
	Iteration 71Q: 3 clusters Score -1.938083e+07 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77866 members 
Mstep: Class 2 contains 73120 members 
Entering Unmasked Estep 
Score: -19380850.000000 Penalty: 3875.606201
	Iteration 72Q: 3 clusters Score -1.938085e+07 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77181 members 
Mstep: Class 2 contains 73805 members 
Entering Unmasked Estep 
Score: -19380838.000000 Penalty: 3875.606201
	Iteration 73Q: 3 clusters Score -1.938084e+07 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76525 members 
Mstep: Class 2 contains 74461 members 
Entering Unmasked Estep 
Score: -19380820.000000 Penalty: 3875.606201
	Iteration 74Q: 3 clusters Score -1.938082e+07 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75879 members 
Mstep: Class 2 contains 75107 members 
Entering Unmasked Estep 
Score: -19380814.000000 Penalty: 3875.606201
	Iteration 75Q: 3 clusters Score -1.938081e+07 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75214 members 
Mstep: Class 2 contains 75772 members 
Entering Unmasked Estep 
Score: -19380822.000000 Penalty: 3875.606201
	Iteration 76Q: 3 clusters Score -1.938082e+07 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74507 members 
Mstep: Class 2 contains 76479 members 
Entering Unmasked Estep 
Score: -19380764.000000 Penalty: 3875.606201
	Iteration 77Q: 3 clusters Score -1.938076e+07 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73673 members 
Mstep: Class 2 contains 77313 members 
Entering Unmasked Estep 
Score: -19380842.000000 Penalty: 3875.606201
	Iteration 78Q: 3 clusters Score -1.938084e+07 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72758 members 
Mstep: Class 2 contains 78228 members 
Entering Unmasked Estep 
Score: -19380924.000000 Penalty: 3875.606201
	Iteration 79Q: 3 clusters Score -1.938092e+07 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71761 members 
Mstep: Class 2 contains 79225 members 
Entering Unmasked Estep 
Score: -19380854.000000 Penalty: 3875.606201
	Iteration 80F: 3 clusters Score -1.938085e+07 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70657 members 
Mstep: Class 2 contains 80329 members 
Entering Unmasked Estep 
Score: -19380906.000000 Penalty: 3875.606201
	Iteration 81Q: 3 clusters Score -1.938091e+07 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69459 members 
Mstep: Class 2 contains 81527 members 
Entering Unmasked Estep 
Score: -19380988.000000 Penalty: 3875.606201
	Iteration 82Q: 3 clusters Score -1.938099e+07 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68096 members 
Mstep: Class 2 contains 82890 members 
Entering Unmasked Estep 
Score: -19381018.000000 Penalty: 3875.606201
	Iteration 83Q: 3 clusters Score -1.938102e+07 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66516 members 
Mstep: Class 2 contains 84470 members 
Entering Unmasked Estep 
Score: -19381030.000000 Penalty: 3875.606201
	Iteration 84Q: 3 clusters Score -1.938103e+07 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64742 members 
Mstep: Class 2 contains 86244 members 
Entering Unmasked Estep 
Score: -19381036.000000 Penalty: 3875.606201
	Iteration 85Q: 3 clusters Score -1.938104e+07 nChanged 2152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62712 members 
Mstep: Class 2 contains 88274 members 
Entering Unmasked Estep 
Score: -19381066.000000 Penalty: 3875.606201
	Iteration 86Q: 3 clusters Score -1.938107e+07 nChanged 2338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60524 members 
Mstep: Class 2 contains 90462 members 
Entering Unmasked Estep 
Score: -19381074.000000 Penalty: 3875.606201
	Iteration 87Q: 3 clusters Score -1.938107e+07 nChanged 2446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58270 members 
Mstep: Class 2 contains 92716 members 
Entering Unmasked Estep 
Score: -19381306.000000 Penalty: 3875.606201
	Iteration 88Q: 3 clusters Score -1.938131e+07 nChanged 2581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55977 members 
Mstep: Class 2 contains 95009 members 
Entering Unmasked Estep 
Score: -19381540.000000 Penalty: 3875.606201
	Iteration 89Q: 3 clusters Score -1.938154e+07 nChanged 2697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53634 members 
Mstep: Class 2 contains 97352 members 
Entering Unmasked Estep 
Score: -19381772.000000 Penalty: 3875.606201
	Iteration 90Q: 3 clusters Score -1.938177e+07 nChanged 2776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51216 members 
Mstep: Class 2 contains 99770 members 
Entering Unmasked Estep 
Score: -19382026.000000 Penalty: 3875.606201
	Iteration 91Q: 3 clusters Score -1.938203e+07 nChanged 2937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48595 members 
Mstep: Class 2 contains 102391 members 
Entering Unmasked Estep 
Score: -19382490.000000 Penalty: 3875.606201
	Iteration 92Q: 3 clusters Score -1.938249e+07 nChanged 3122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45809 members 
Mstep: Class 2 contains 105177 members 
Entering Unmasked Estep 
Score: -19383034.000000 Penalty: 3875.606201
	Iteration 93Q: 3 clusters Score -1.938303e+07 nChanged 3229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42866 members 
Mstep: Class 2 contains 108120 members 
Entering Unmasked Estep 
Score: -19383516.000000 Penalty: 3875.606201
	Iteration 94Q: 3 clusters Score -1.938352e+07 nChanged 3242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39952 members 
Mstep: Class 2 contains 111034 members 
Entering Unmasked Estep 
Score: -19384022.000000 Penalty: 3875.606201
	Iteration 95Q: 3 clusters Score -1.938402e+07 nChanged 3196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37076 members 
Mstep: Class 2 contains 113910 members 
Entering Unmasked Estep 
Score: -19384490.000000 Penalty: 3875.606201
	Iteration 96Q: 3 clusters Score -1.938449e+07 nChanged 3117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34221 members 
Mstep: Class 2 contains 116765 members 
Entering Unmasked Estep 
Score: -19384922.000000 Penalty: 3875.606201
	Iteration 97Q: 3 clusters Score -1.938492e+07 nChanged 3067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31372 members 
Mstep: Class 2 contains 119614 members 
Entering Unmasked Estep 
Score: -19385232.000000 Penalty: 3875.606201
	Iteration 98Q: 3 clusters Score -1.938523e+07 nChanged 3027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28541 members 
Mstep: Class 2 contains 122445 members 
Entering Unmasked Estep 
Score: -19385506.000000 Penalty: 3875.606201
	Iteration 99Q: 3 clusters Score -1.938551e+07 nChanged 2771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25946 members 
Mstep: Class 2 contains 125040 members 
Entering Unmasked Estep 
Score: -19385810.000000 Penalty: 3875.606201
	Iteration 100F: 3 clusters Score -1.938581e+07 nChanged 2732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23380 members 
Mstep: Class 2 contains 127606 members 
Entering Unmasked Estep 
Score: -19385728.000000 Penalty: 3875.606201
	Iteration 101Q: 3 clusters Score -1.938573e+07 nChanged 2515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21051 members 
Mstep: Class 2 contains 129935 members 
Entering Unmasked Estep 
Score: -19385826.000000 Penalty: 3875.606201
	Iteration 102Q: 3 clusters Score -1.938583e+07 nChanged 2264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19005 members 
Mstep: Class 2 contains 131981 members 
Entering Unmasked Estep 
Score: -19385736.000000 Penalty: 3875.606201
	Iteration 103Q: 3 clusters Score -1.938574e+07 nChanged 2030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17171 members 
Mstep: Class 2 contains 133815 members 
Entering Unmasked Estep 
Score: -19385708.000000 Penalty: 3875.606201
	Iteration 104Q: 3 clusters Score -1.938571e+07 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15541 members 
Mstep: Class 2 contains 135445 members 
Entering Unmasked Estep 
Score: -19385576.000000 Penalty: 3875.606201
	Iteration 105Q: 3 clusters Score -1.938558e+07 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14065 members 
Mstep: Class 2 contains 136921 members 
Entering Unmasked Estep 
Score: -19385464.000000 Penalty: 3875.606201
	Iteration 106Q: 3 clusters Score -1.938546e+07 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12736 members 
Mstep: Class 2 contains 138250 members 
Entering Unmasked Estep 
Score: -19385320.000000 Penalty: 3875.606201
	Iteration 107Q: 3 clusters Score -1.938532e+07 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11564 members 
Mstep: Class 2 contains 139422 members 
Entering Unmasked Estep 
Score: -19385218.000000 Penalty: 3875.606201
	Iteration 108Q: 3 clusters Score -1.938522e+07 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10490 members 
Mstep: Class 2 contains 140496 members 
Entering Unmasked Estep 
Score: -19385168.000000 Penalty: 3875.606201
	Iteration 109Q: 3 clusters Score -1.938517e+07 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9526 members 
Mstep: Class 2 contains 141460 members 
Entering Unmasked Estep 
Score: -19385264.000000 Penalty: 3875.606201
	Iteration 110Q: 3 clusters Score -1.938526e+07 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8603 members 
Mstep: Class 2 contains 142383 members 
Entering Unmasked Estep 
Score: -19385176.000000 Penalty: 3875.606201
	Iteration 111Q: 3 clusters Score -1.938518e+07 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7767 members 
Mstep: Class 2 contains 143219 members 
Entering Unmasked Estep 
Score: -19385142.000000 Penalty: 3875.606201
	Iteration 112Q: 3 clusters Score -1.938514e+07 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6990 members 
Mstep: Class 2 contains 143996 members 
Entering Unmasked Estep 
Score: -19385144.000000 Penalty: 3875.606201
	Iteration 113Q: 3 clusters Score -1.938514e+07 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6280 members 
Mstep: Class 2 contains 144706 members 
Entering Unmasked Estep 
Score: -19385154.000000 Penalty: 3875.606201
	Iteration 114Q: 3 clusters Score -1.938515e+07 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5681 members 
Mstep: Class 2 contains 145305 members 
Entering Unmasked Estep 
Score: -19385118.000000 Penalty: 3875.606201
	Iteration 115Q: 3 clusters Score -1.938512e+07 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5143 members 
Mstep: Class 2 contains 145843 members 
Entering Unmasked Estep 
Score: -19385198.000000 Penalty: 3875.606201
	Iteration 116Q: 3 clusters Score -1.93852e+07 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 146349 members 
Entering Unmasked Estep 
Score: -19385152.000000 Penalty: 3875.606201
	Iteration 117Q: 3 clusters Score -1.938515e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 146806 members 
Entering Unmasked Estep 
Score: -19385110.000000 Penalty: 3875.606201
	Iteration 118Q: 3 clusters Score -1.938511e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 147210 members 
Entering Unmasked Estep 
Score: -19385164.000000 Penalty: 3875.606201
	Iteration 119Q: 3 clusters Score -1.938516e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 147578 members 
Entering Unmasked Estep 
Score: -19385204.000000 Penalty: 3875.606201
	Iteration 120F: 3 clusters Score -1.93852e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 147895 members 
Entering Unmasked Estep 
Score: -19385184.000000 Penalty: 3875.606201
	Iteration 121Q: 3 clusters Score -1.938518e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 148183 members 
Entering Unmasked Estep 
Score: -19385192.000000 Penalty: 3875.606201
	Iteration 122Q: 3 clusters Score -1.938519e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 148443 members 
Entering Unmasked Estep 
Score: -19385236.000000 Penalty: 3875.606201
	Iteration 123Q: 3 clusters Score -1.938524e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 148649 members 
Entering Unmasked Estep 
Score: -19385284.000000 Penalty: 3875.606201
	Iteration 124Q: 3 clusters Score -1.938528e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 148839 members 
Entering Unmasked Estep 
Score: -19385322.000000 Penalty: 3875.606201
	Iteration 125Q: 3 clusters Score -1.938532e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 149010 members 
Entering Unmasked Estep 
Score: -19385380.000000 Penalty: 3875.606201
	Iteration 126Q: 3 clusters Score -1.938538e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 149154 members 
Entering Unmasked Estep 
Score: -19385396.000000 Penalty: 3875.606201
	Iteration 127Q: 3 clusters Score -1.93854e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 149278 members 
Entering Unmasked Estep 
Score: -19385472.000000 Penalty: 3875.606201
	Iteration 128Q: 3 clusters Score -1.938547e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 149387 members 
Entering Unmasked Estep 
Score: -19385566.000000 Penalty: 3875.606201
	Iteration 129Q: 3 clusters Score -1.938557e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 149467 members 
Entering Unmasked Estep 
Score: -19385592.000000 Penalty: 3875.606201
	Iteration 130Q: 3 clusters Score -1.938559e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 149541 members 
Entering Unmasked Estep 
Score: -19385652.000000 Penalty: 3875.606201
	Iteration 131Q: 3 clusters Score -1.938565e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 149615 members 
Entering Unmasked Estep 
Score: -19385678.000000 Penalty: 3875.606201
	Iteration 132Q: 3 clusters Score -1.938568e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 149679 members 
Entering Unmasked Estep 
Score: -19385682.000000 Penalty: 3875.606201
	Iteration 133Q: 3 clusters Score -1.938568e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 149730 members 
Entering Unmasked Estep 
Score: -19385748.000000 Penalty: 3875.606201
	Iteration 134Q: 3 clusters Score -1.938575e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 149774 members 
Entering Unmasked Estep 
Score: -19385778.000000 Penalty: 3875.606201
	Iteration 135Q: 3 clusters Score -1.938578e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 149811 members 
Entering Unmasked Estep 
Score: -19385782.000000 Penalty: 3875.606201
	Iteration 136Q: 3 clusters Score -1.938578e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 149856 members 
Entering Unmasked Estep 
Score: -19385794.000000 Penalty: 3875.606201
	Iteration 137Q: 3 clusters Score -1.938579e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 149903 members 
Entering Unmasked Estep 
Score: -19385840.000000 Penalty: 3875.606201
	Iteration 138Q: 3 clusters Score -1.938584e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 149944 members 
Entering Unmasked Estep 
Score: -19385852.000000 Penalty: 3875.606201
	Iteration 139Q: 3 clusters Score -1.938585e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 149979 members 
Entering Unmasked Estep 
Score: -19385844.000000 Penalty: 3875.606201
	Iteration 140F: 3 clusters Score -1.938584e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 150002 members 
Entering Unmasked Estep 
Score: -19385866.000000 Penalty: 3875.606201
	Iteration 141Q: 3 clusters Score -1.938587e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 150031 members 
Entering Unmasked Estep 
Score: -19385860.000000 Penalty: 3875.606201
	Iteration 142Q: 3 clusters Score -1.938586e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 150054 members 
Entering Unmasked Estep 
Score: -19385872.000000 Penalty: 3875.606201
	Iteration 143Q: 3 clusters Score -1.938587e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 150073 members 
Entering Unmasked Estep 
Score: -19385888.000000 Penalty: 3875.606201
	Iteration 144Q: 3 clusters Score -1.938589e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 150088 members 
Entering Unmasked Estep 
Score: -19385902.000000 Penalty: 3875.606201
	Iteration 145Q: 3 clusters Score -1.93859e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 150103 members 
Entering Unmasked Estep 
Score: -19385902.000000 Penalty: 3875.606201
	Iteration 146Q: 3 clusters Score -1.93859e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 150124 members 
Entering Unmasked Estep 
Score: -19385930.000000 Penalty: 3875.606201
	Iteration 147Q: 3 clusters Score -1.938593e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 150145 members 
Entering Unmasked Estep 
Score: -19385936.000000 Penalty: 3875.606201
	Iteration 148Q: 3 clusters Score -1.938594e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 150158 members 
Entering Unmasked Estep 
Score: -19385928.000000 Penalty: 3875.606201
	Iteration 149Q: 3 clusters Score -1.938593e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 150166 members 
Entering Unmasked Estep 
Score: -19385948.000000 Penalty: 3875.606201
	Iteration 150Q: 3 clusters Score -1.938595e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 150178 members 
Entering Unmasked Estep 
Score: -19385932.000000 Penalty: 3875.606201
	Iteration 151Q: 3 clusters Score -1.938593e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 150188 members 
Entering Unmasked Estep 
Score: -19385964.000000 Penalty: 3875.606201
	Iteration 152Q: 3 clusters Score -1.938596e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 150194 members 
Entering Unmasked Estep 
Score: -19385974.000000 Penalty: 3875.606201
	Iteration 153Q: 3 clusters Score -1.938597e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 150200 members 
Entering Unmasked Estep 
Score: -19385960.000000 Penalty: 3875.606201
	Iteration 154Q: 3 clusters Score -1.938596e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 150201 members 
Entering Unmasked Estep 
Score: -19385972.000000 Penalty: 3875.606201
	Iteration 155Q: 3 clusters Score -1.938597e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 150199 members 
Entering Unmasked Estep 
Score: -19385968.000000 Penalty: 3875.606201
	Iteration 156Q: 3 clusters Score -1.938597e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 150198 members 
Entering Unmasked Estep 
Score: -19385970.000000 Penalty: 3875.606201
	Iteration 157Q: 3 clusters Score -1.938597e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 150198 members 
Entering Unmasked Estep 
Score: -19385970.000000 Penalty: 3875.606201
	Iteration 158F: 3 clusters Score -1.938597e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 13712 members 
Mstep: Class 2 contains 27386 members 
Mstep: Class 3 contains 55520 members 
Mstep: Class 4 contains 7987 members 
Mstep: Class 5 contains 2097 members 
Mstep: Class 6 contains 3784 members 
Mstep: Class 7 contains 74747 members 
Mstep: Class 8 contains 26922 members 
Mstep: Class 9 contains 19786 members 
Mstep: Class 10 contains 35998 members 
Mstep: Class 11 contains 44755 members 
Mstep: Class 12 contains 12221 members 
Mstep: Class 13 contains 17817 members 
Mstep: Class 14 contains 19215 members 
Mstep: Class 15 contains 339 members 
Mstep: Class 16 contains 8897 members 
Mstep: Class 17 contains 6439 members 
Mstep: Class 18 contains 2016 members 
Mstep: Class 19 contains 3186 members 
Mstep: Class 20 contains 32239 members 
Mstep: Class 21 contains 37014 members 
Mstep: Class 22 contains 24115 members 
Mstep: Class 23 contains 1772 members 
Mstep: Class 24 contains 33168 members 
Mstep: Class 25 contains 2154 members 
Mstep: Class 26 contains 10333 members 
Mstep: Class 27 contains 4968 members 
Mstep: Class 28 contains 30081 members 
Mstep: Class 29 contains 4672 members 
Mstep: Class 30 contains 1753 members 
Mstep: Class 31 contains 3394 members 
Mstep: Class 32 contains 850 members 
Mstep: Class 33 contains 16933 members 
Mstep: Class 34 contains 2248 members 
Mstep: Class 35 contains 150986 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 40. Lose 1865.697144 but Gain 2212.898438
Score: -100284944.000000 Penalty: 99580.367188
Iteration 79Q: 46 clusters Score -1.002849e+08 nChanged 9258
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 13714 members 
Mstep: Class 2 contains 27417 members 
Mstep: Class 3 contains 55492 members 
Mstep: Class 4 contains 8048 members 
Mstep: Class 5 contains 2324 members 
Mstep: Class 6 contains 3936 members 
Mstep: Class 7 contains 74923 members 
Mstep: Class 8 contains 26426 members 
Mstep: Class 9 contains 20259 members 
Mstep: Class 10 contains 35894 members 
Mstep: Class 11 contains 44527 members 
Mstep: Class 12 contains 12270 members 
Mstep: Class 13 contains 17847 members 
Mstep: Class 14 contains 19225 members 
Mstep: Class 15 contains 411 members 
Mstep: Class 16 contains 8865 members 
Mstep: Class 17 contains 6438 members 
Mstep: Class 18 contains 2366 members 
Mstep: Class 19 contains 3225 members 
Mstep: Class 20 contains 32126 members 
Mstep: Class 21 contains 37039 members 
Mstep: Class 22 contains 24432 members 
Mstep: Class 23 contains 1879 members 
Mstep: Class 24 contains 33213 members 
Mstep: Class 25 contains 2237 members 
Mstep: Class 26 contains 10230 members 
Mstep: Class 27 contains 4972 members 
Mstep: Class 28 contains 30454 members 
Mstep: Class 29 contains 4720 members 
Mstep: Class 30 contains 1821 members 
Mstep: Class 31 contains 3419 members 
Mstep: Class 32 contains 916 members 
Mstep: Class 33 contains 16792 members 
Mstep: Class 34 contains 2344 members 
Mstep: Class 35 contains 150818 members 
Mstep: Class 36 contains 7884 members 
Mstep: Class 37 contains 1732 members 
Mstep: Class 38 contains 22965 members 
Mstep: Class 39 contains 1659 members 
Mstep: Class 41 contains 11921 members 
Mstep: Class 42 contains 15959 members 
Mstep: Class 43 contains 12969 members 
Mstep: Class 44 contains 569 members 
Mstep: Class 45 contains 1936 members 
Mstep: Class 46 contains 1959 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100290624.000000 Penalty: 99580.367188
Iteration 80F: 46 clusters Score -1.002906e+08 nChanged 7513
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 13660 members 
Mstep: Class 2 contains 27291 members 
Mstep: Class 3 contains 55408 members 
Mstep: Class 4 contains 8075 members 
Mstep: Class 5 contains 2529 members 
Mstep: Class 6 contains 3958 members 
Mstep: Class 7 contains 74894 members 
Mstep: Class 8 contains 25966 members 
Mstep: Class 9 contains 20493 members 
Mstep: Class 10 contains 35457 members 
Mstep: Class 11 contains 44144 members 
Mstep: Class 12 contains 12245 members 
Mstep: Class 13 contains 17684 members 
Mstep: Class 14 contains 18960 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 8774 members 
Mstep: Class 17 contains 6417 members 
Mstep: Class 18 contains 2461 members 
Mstep: Class 19 contains 3238 members 
Mstep: Class 20 contains 32081 members 
Mstep: Class 21 contains 36940 members 
Mstep: Class 22 contains 24486 members 
Mstep: Class 23 contains 1892 members 
Mstep: Class 24 contains 33187 members 
Mstep: Class 25 contains 2238 members 
Mstep: Class 26 contains 10136 members 
Mstep: Class 27 contains 4924 members 
Mstep: Class 28 contains 30908 members 
Mstep: Class 29 contains 4690 members 
Mstep: Class 30 contains 1819 members 
Mstep: Class 31 contains 3411 members 
Mstep: Class 32 contains 959 members 
Mstep: Class 33 contains 16568 members 
Mstep: Class 34 contains 2392 members 
Mstep: Class 35 contains 150669 members 
Mstep: Class 36 contains 8631 members 
Mstep: Class 37 contains 1720 members 
Mstep: Class 38 contains 22903 members 
Mstep: Class 39 contains 1717 members 
Mstep: Class 41 contains 11941 members 
Mstep: Class 42 contains 16817 members 
Mstep: Class 43 contains 12901 members 
Mstep: Class 44 contains 608 members 
Mstep: Class 45 contains 2003 members 
Mstep: Class 46 contains 1961 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100293672.000000 Penalty: 99580.367188
Iteration 81Q: 46 clusters Score -1.002937e+08 nChanged 5652
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 13637 members 
Mstep: Class 2 contains 27241 members 
Mstep: Class 3 contains 55270 members 
Mstep: Class 4 contains 8093 members 
Mstep: Class 5 contains 2685 members 
Mstep: Class 6 contains 3984 members 
Mstep: Class 7 contains 74909 members 
Mstep: Class 8 contains 25590 members 
Mstep: Class 9 contains 20693 members 
Mstep: Class 10 contains 35136 members 
Mstep: Class 11 contains 43826 members 
Mstep: Class 12 contains 12246 members 
Mstep: Class 13 contains 17572 members 
Mstep: Class 14 contains 18767 members 
Mstep: Class 15 contains 439 members 
Mstep: Class 16 contains 8739 members 
Mstep: Class 17 contains 6397 members 
Mstep: Class 18 contains 2532 members 
Mstep: Class 19 contains 3242 members 
Mstep: Class 20 contains 32040 members 
Mstep: Class 21 contains 36830 members 
Mstep: Class 22 contains 24571 members 
Mstep: Class 23 contains 1985 members 
Mstep: Class 24 contains 33169 members 
Mstep: Class 25 contains 2273 members 
Mstep: Class 26 contains 10047 members 
Mstep: Class 27 contains 4876 members 
Mstep: Class 28 contains 31393 members 
Mstep: Class 29 contains 4671 members 
Mstep: Class 30 contains 1823 members 
Mstep: Class 31 contains 3404 members 
Mstep: Class 32 contains 969 members 
Mstep: Class 33 contains 16390 members 
Mstep: Class 34 contains 2424 members 
Mstep: Class 35 contains 150466 members 
Mstep: Class 36 contains 9150 members 
Mstep: Class 37 contains 1711 members 
Mstep: Class 38 contains 22851 members 
Mstep: Class 39 contains 1776 members 
Mstep: Class 41 contains 12006 members 
Mstep: Class 42 contains 17288 members 
Mstep: Class 43 contains 12835 members 
Mstep: Class 44 contains 628 members 
Mstep: Class 45 contains 2043 members 
Mstep: Class 46 contains 1957 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100295384.000000 Penalty: 99580.367188
Iteration 82Q: 46 clusters Score -1.002954e+08 nChanged 4688
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 13619 members 
Mstep: Class 2 contains 27222 members 
Mstep: Class 3 contains 55069 members 
Mstep: Class 4 contains 8101 members 
Mstep: Class 5 contains 2826 members 
Mstep: Class 6 contains 4002 members 
Mstep: Class 7 contains 74940 members 
Mstep: Class 8 contains 25287 members 
Mstep: Class 9 contains 20832 members 
Mstep: Class 10 contains 34920 members 
Mstep: Class 11 contains 43516 members 
Mstep: Class 12 contains 12248 members 
Mstep: Class 13 contains 17484 members 
Mstep: Class 14 contains 18619 members 
Mstep: Class 15 contains 456 members 
Mstep: Class 16 contains 8720 members 
Mstep: Class 17 contains 6374 members 
Mstep: Class 18 contains 2590 members 
Mstep: Class 19 contains 3245 members 
Mstep: Class 20 contains 32001 members 
Mstep: Class 21 contains 36750 members 
Mstep: Class 22 contains 24649 members 
Mstep: Class 23 contains 2084 members 
Mstep: Class 24 contains 33151 members 
Mstep: Class 25 contains 2291 members 
Mstep: Class 26 contains 10001 members 
Mstep: Class 27 contains 4838 members 
Mstep: Class 28 contains 31918 members 
Mstep: Class 29 contains 4661 members 
Mstep: Class 30 contains 1823 members 
Mstep: Class 31 contains 3393 members 
Mstep: Class 32 contains 973 members 
Mstep: Class 33 contains 16247 members 
Mstep: Class 34 contains 2446 members 
Mstep: Class 35 contains 150277 members 
Mstep: Class 36 contains 9498 members 
Mstep: Class 37 contains 1702 members 
Mstep: Class 38 contains 22808 members 
Mstep: Class 39 contains 1830 members 
Mstep: Class 41 contains 12088 members 
Mstep: Class 42 contains 17597 members 
Mstep: Class 43 contains 12808 members 
Mstep: Class 44 contains 643 members 
Mstep: Class 45 contains 2072 members 
Mstep: Class 46 contains 1955 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100296504.000000 Penalty: 99580.367188
Iteration 83Q: 46 clusters Score -1.002965e+08 nChanged 4113
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 13607 members 
Mstep: Class 2 contains 27217 members 
Mstep: Class 3 contains 54850 members 
Mstep: Class 4 contains 8108 members 
Mstep: Class 5 contains 2961 members 
Mstep: Class 6 contains 4003 members 
Mstep: Class 7 contains 74936 members 
Mstep: Class 8 contains 24973 members 
Mstep: Class 9 contains 20965 members 
Mstep: Class 10 contains 34709 members 
Mstep: Class 11 contains 43291 members 
Mstep: Class 12 contains 12259 members 
Mstep: Class 13 contains 17419 members 
Mstep: Class 14 contains 18489 members 
Mstep: Class 15 contains 460 members 
Mstep: Class 16 contains 8705 members 
Mstep: Class 17 contains 6364 members 
Mstep: Class 18 contains 2641 members 
Mstep: Class 19 contains 3246 members 
Mstep: Class 20 contains 31984 members 
Mstep: Class 21 contains 36685 members 
Mstep: Class 22 contains 24746 members 
Mstep: Class 23 contains 2190 members 
Mstep: Class 24 contains 33158 members 
Mstep: Class 25 contains 2308 members 
Mstep: Class 26 contains 9952 members 
Mstep: Class 27 contains 4796 members 
Mstep: Class 28 contains 32443 members 
Mstep: Class 29 contains 4668 members 
Mstep: Class 30 contains 1819 members 
Mstep: Class 31 contains 3389 members 
Mstep: Class 32 contains 974 members 
Mstep: Class 33 contains 16115 members 
Mstep: Class 34 contains 2474 members 
Mstep: Class 35 contains 150076 members 
Mstep: Class 36 contains 9772 members 
Mstep: Class 37 contains 1692 members 
Mstep: Class 38 contains 22779 members 
Mstep: Class 39 contains 1861 members 
Mstep: Class 41 contains 12152 members 
Mstep: Class 42 contains 17843 members 
Mstep: Class 43 contains 12791 members 
Mstep: Class 44 contains 652 members 
Mstep: Class 45 contains 2097 members 
Mstep: Class 46 contains 1955 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100297456.000000 Penalty: 99580.367188
Iteration 84Q: 46 clusters Score -1.002975e+08 nChanged 3644
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 13601 members 
Mstep: Class 2 contains 27216 members 
Mstep: Class 3 contains 54624 members 
Mstep: Class 4 contains 8110 members 
Mstep: Class 5 contains 3092 members 
Mstep: Class 6 contains 3995 members 
Mstep: Class 7 contains 74943 members 
Mstep: Class 8 contains 24703 members 
Mstep: Class 9 contains 21093 members 
Mstep: Class 10 contains 34514 members 
Mstep: Class 11 contains 43108 members 
Mstep: Class 12 contains 12272 members 
Mstep: Class 13 contains 17368 members 
Mstep: Class 14 contains 18381 members 
Mstep: Class 15 contains 458 members 
Mstep: Class 16 contains 8689 members 
Mstep: Class 17 contains 6364 members 
Mstep: Class 18 contains 2683 members 
Mstep: Class 19 contains 3249 members 
Mstep: Class 20 contains 31971 members 
Mstep: Class 21 contains 36629 members 
Mstep: Class 22 contains 24779 members 
Mstep: Class 23 contains 2300 members 
Mstep: Class 24 contains 33157 members 
Mstep: Class 25 contains 2333 members 
Mstep: Class 26 contains 9923 members 
Mstep: Class 27 contains 4772 members 
Mstep: Class 28 contains 32925 members 
Mstep: Class 29 contains 4658 members 
Mstep: Class 30 contains 1818 members 
Mstep: Class 31 contains 3399 members 
Mstep: Class 32 contains 978 members 
Mstep: Class 33 contains 16007 members 
Mstep: Class 34 contains 2496 members 
Mstep: Class 35 contains 149907 members 
Mstep: Class 36 contains 10003 members 
Mstep: Class 37 contains 1691 members 
Mstep: Class 38 contains 22746 members 
Mstep: Class 39 contains 1889 members 
Mstep: Class 41 contains 12197 members 
Mstep: Class 42 contains 18034 members 
Mstep: Class 43 contains 12775 members 
Mstep: Class 44 contains 660 members 
Mstep: Class 45 contains 2108 members 
Mstep: Class 46 contains 1956 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100297864.000000 Penalty: 99580.367188
Iteration 85Q: 46 clusters Score -1.002979e+08 nChanged 3281
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 13595 members 
Mstep: Class 2 contains 27208 members 
Mstep: Class 3 contains 54397 members 
Mstep: Class 4 contains 8113 members 
Mstep: Class 5 contains 3203 members 
Mstep: Class 6 contains 3988 members 
Mstep: Class 7 contains 74937 members 
Mstep: Class 8 contains 24437 members 
Mstep: Class 9 contains 21177 members 
Mstep: Class 10 contains 34390 members 
Mstep: Class 11 contains 42989 members 
Mstep: Class 12 contains 12281 members 
Mstep: Class 13 contains 17326 members 
Mstep: Class 14 contains 18288 members 
Mstep: Class 15 contains 459 members 
Mstep: Class 16 contains 8680 members 
Mstep: Class 17 contains 6365 members 
Mstep: Class 18 contains 2708 members 
Mstep: Class 19 contains 3251 members 
Mstep: Class 20 contains 31967 members 
Mstep: Class 21 contains 36591 members 
Mstep: Class 22 contains 24815 members 
Mstep: Class 23 contains 2414 members 
Mstep: Class 24 contains 33156 members 
Mstep: Class 25 contains 2356 members 
Mstep: Class 26 contains 9898 members 
Mstep: Class 27 contains 4747 members 
Mstep: Class 28 contains 33368 members 
Mstep: Class 29 contains 4650 members 
Mstep: Class 30 contains 1814 members 
Mstep: Class 31 contains 3388 members 
Mstep: Class 32 contains 982 members 
Mstep: Class 33 contains 15897 members 
Mstep: Class 34 contains 2516 members 
Mstep: Class 35 contains 149747 members 
Mstep: Class 36 contains 10194 members 
Mstep: Class 37 contains 1688 members 
Mstep: Class 38 contains 22717 members 
Mstep: Class 39 contains 1929 members 
Mstep: Class 41 contains 12253 members 
Mstep: Class 42 contains 18197 members 
Mstep: Class 43 contains 12767 members 
Mstep: Class 44 contains 663 members 
Mstep: Class 45 contains 2112 members 
Mstep: Class 46 contains 1956 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100298912.000000 Penalty: 99580.367188
Iteration 86Q: 46 clusters Score -1.002989e+08 nChanged 2936
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 13593 members 
Mstep: Class 2 contains 27208 members 
Mstep: Class 3 contains 54142 members 
Mstep: Class 4 contains 8112 members 
Mstep: Class 5 contains 3285 members 
Mstep: Class 6 contains 3981 members 
Mstep: Class 7 contains 74934 members 
Mstep: Class 8 contains 24198 members 
Mstep: Class 9 contains 21257 members 
Mstep: Class 10 contains 34291 members 
Mstep: Class 11 contains 42881 members 
Mstep: Class 12 contains 12288 members 
Mstep: Class 13 contains 17283 members 
Mstep: Class 14 contains 18221 members 
Mstep: Class 15 contains 458 members 
Mstep: Class 16 contains 8663 members 
Mstep: Class 17 contains 6365 members 
Mstep: Class 18 contains 2732 members 
Mstep: Class 19 contains 3254 members 
Mstep: Class 20 contains 31949 members 
Mstep: Class 21 contains 36553 members 
Mstep: Class 22 contains 24873 members 
Mstep: Class 23 contains 2553 members 
Mstep: Class 24 contains 33162 members 
Mstep: Class 25 contains 2367 members 
Mstep: Class 26 contains 9884 members 
Mstep: Class 27 contains 4718 members 
Mstep: Class 28 contains 33791 members 
Mstep: Class 29 contains 4641 members 
Mstep: Class 30 contains 1816 members 
Mstep: Class 31 contains 3384 members 
Mstep: Class 32 contains 983 members 
Mstep: Class 33 contains 15843 members 
Mstep: Class 34 contains 2540 members 
Mstep: Class 35 contains 149598 members 
Mstep: Class 36 contains 10350 members 
Mstep: Class 37 contains 1690 members 
Mstep: Class 38 contains 22696 members 
Mstep: Class 39 contains 1970 members 
Mstep: Class 41 contains 12263 members 
Mstep: Class 42 contains 18303 members 
Mstep: Class 43 contains 12762 members 
Mstep: Class 44 contains 667 members 
Mstep: Class 45 contains 2120 members 
Mstep: Class 46 contains 1952 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100299008.000000 Penalty: 99580.367188
Iteration 87Q: 46 clusters Score -1.00299e+08 nChanged 2604
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 13588 members 
Mstep: Class 2 contains 27207 members 
Mstep: Class 3 contains 53892 members 
Mstep: Class 4 contains 8119 members 
Mstep: Class 5 contains 3368 members 
Mstep: Class 6 contains 3987 members 
Mstep: Class 7 contains 74942 members 
Mstep: Class 8 contains 23979 members 
Mstep: Class 9 contains 21319 members 
Mstep: Class 10 contains 34201 members 
Mstep: Class 11 contains 42777 members 
Mstep: Class 12 contains 12292 members 
Mstep: Class 13 contains 17247 members 
Mstep: Class 14 contains 18173 members 
Mstep: Class 15 contains 461 members 
Mstep: Class 16 contains 8646 members 
Mstep: Class 17 contains 6360 members 
Mstep: Class 18 contains 2747 members 
Mstep: Class 19 contains 3258 members 
Mstep: Class 20 contains 31953 members 
Mstep: Class 21 contains 36519 members 
Mstep: Class 22 contains 24930 members 
Mstep: Class 23 contains 2667 members 
Mstep: Class 24 contains 33174 members 
Mstep: Class 25 contains 2376 members 
Mstep: Class 26 contains 9862 members 
Mstep: Class 27 contains 4698 members 
Mstep: Class 28 contains 34179 members 
Mstep: Class 29 contains 4627 members 
Mstep: Class 30 contains 1817 members 
Mstep: Class 31 contains 3380 members 
Mstep: Class 32 contains 983 members 
Mstep: Class 33 contains 15818 members 
Mstep: Class 34 contains 2558 members 
Mstep: Class 35 contains 149466 members 
Mstep: Class 36 contains 10469 members 
Mstep: Class 37 contains 1686 members 
Mstep: Class 38 contains 22689 members 
Mstep: Class 39 contains 2006 members 
Mstep: Class 41 contains 12257 members 
Mstep: Class 42 contains 18390 members 
Mstep: Class 43 contains 12756 members 
Mstep: Class 44 contains 672 members 
Mstep: Class 45 contains 2129 members 
Mstep: Class 46 contains 1950 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100299224.000000 Penalty: 99580.367188
Iteration 88Q: 46 clusters Score -1.002992e+08 nChanged 2298
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 13587 members 
Mstep: Class 2 contains 27206 members 
Mstep: Class 3 contains 53669 members 
Mstep: Class 4 contains 8119 members 
Mstep: Class 5 contains 3443 members 
Mstep: Class 6 contains 3983 members 
Mstep: Class 7 contains 74936 members 
Mstep: Class 8 contains 23774 members 
Mstep: Class 9 contains 21363 members 
Mstep: Class 10 contains 34118 members 
Mstep: Class 11 contains 42691 members 
Mstep: Class 12 contains 12293 members 
Mstep: Class 13 contains 17223 members 
Mstep: Class 14 contains 18131 members 
Mstep: Class 15 contains 461 members 
Mstep: Class 16 contains 8623 members 
Mstep: Class 17 contains 6356 members 
Mstep: Class 18 contains 2762 members 
Mstep: Class 19 contains 3258 members 
Mstep: Class 20 contains 31955 members 
Mstep: Class 21 contains 36491 members 
Mstep: Class 22 contains 24983 members 
Mstep: Class 23 contains 2781 members 
Mstep: Class 24 contains 33203 members 
Mstep: Class 25 contains 2396 members 
Mstep: Class 26 contains 9848 members 
Mstep: Class 27 contains 4684 members 
Mstep: Class 28 contains 34518 members 
Mstep: Class 29 contains 4618 members 
Mstep: Class 30 contains 1818 members 
Mstep: Class 31 contains 3376 members 
Mstep: Class 32 contains 984 members 
Mstep: Class 33 contains 15791 members 
Mstep: Class 34 contains 2573 members 
Mstep: Class 35 contains 149374 members 
Mstep: Class 36 contains 10570 members 
Mstep: Class 37 contains 1683 members 
Mstep: Class 38 contains 22688 members 
Mstep: Class 39 contains 2037 members 
Mstep: Class 41 contains 12252 members 
Mstep: Class 42 contains 18449 members 
Mstep: Class 43 contains 12741 members 
Mstep: Class 44 contains 675 members 
Mstep: Class 45 contains 2140 members 
Mstep: Class 46 contains 1950 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100299496.000000 Penalty: 99580.367188
Iteration 89Q: 46 clusters Score -1.002995e+08 nChanged 2062
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 13584 members 
Mstep: Class 2 contains 27206 members 
Mstep: Class 3 contains 53471 members 
Mstep: Class 4 contains 8122 members 
Mstep: Class 5 contains 3511 members 
Mstep: Class 6 contains 3976 members 
Mstep: Class 7 contains 74919 members 
Mstep: Class 8 contains 23565 members 
Mstep: Class 9 contains 21394 members 
Mstep: Class 10 contains 34048 members 
Mstep: Class 11 contains 42611 members 
Mstep: Class 12 contains 12304 members 
Mstep: Class 13 contains 17205 members 
Mstep: Class 14 contains 18087 members 
Mstep: Class 15 contains 460 members 
Mstep: Class 16 contains 8614 members 
Mstep: Class 17 contains 6354 members 
Mstep: Class 18 contains 2768 members 
Mstep: Class 19 contains 3258 members 
Mstep: Class 20 contains 31979 members 
Mstep: Class 21 contains 36479 members 
Mstep: Class 22 contains 25029 members 
Mstep: Class 23 contains 2877 members 
Mstep: Class 24 contains 33223 members 
Mstep: Class 25 contains 2404 members 
Mstep: Class 26 contains 9833 members 
Mstep: Class 27 contains 4655 members 
Mstep: Class 28 contains 34839 members 
Mstep: Class 29 contains 4607 members 
Mstep: Class 30 contains 1818 members 
Mstep: Class 31 contains 3379 members 
Mstep: Class 32 contains 984 members 
Mstep: Class 33 contains 15783 members 
Mstep: Class 34 contains 2587 members 
Mstep: Class 35 contains 149271 members 
Mstep: Class 36 contains 10677 members 
Mstep: Class 37 contains 1685 members 
Mstep: Class 38 contains 22687 members 
Mstep: Class 39 contains 2077 members 
Mstep: Class 41 contains 12234 members 
Mstep: Class 42 contains 18508 members 
Mstep: Class 43 contains 12730 members 
Mstep: Class 44 contains 674 members 
Mstep: Class 45 contains 2149 members 
Mstep: Class 46 contains 1949 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100299648.000000 Penalty: 99580.367188
Iteration 90Q: 46 clusters Score -1.002996e+08 nChanged 1870
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 13584 members 
Mstep: Class 2 contains 27205 members 
Mstep: Class 3 contains 53307 members 
Mstep: Class 4 contains 8122 members 
Mstep: Class 5 contains 3568 members 
Mstep: Class 6 contains 3973 members 
Mstep: Class 7 contains 74875 members 
Mstep: Class 8 contains 23361 members 
Mstep: Class 9 contains 21419 members 
Mstep: Class 10 contains 33963 members 
Mstep: Class 11 contains 42564 members 
Mstep: Class 12 contains 12318 members 
Mstep: Class 13 contains 17198 members 
Mstep: Class 14 contains 18058 members 
Mstep: Class 15 contains 460 members 
Mstep: Class 16 contains 8608 members 
Mstep: Class 17 contains 6348 members 
Mstep: Class 18 contains 2779 members 
Mstep: Class 19 contains 3259 members 
Mstep: Class 20 contains 32001 members 
Mstep: Class 21 contains 36477 members 
Mstep: Class 22 contains 25061 members 
Mstep: Class 23 contains 2979 members 
Mstep: Class 24 contains 33239 members 
Mstep: Class 25 contains 2416 members 
Mstep: Class 26 contains 9822 members 
Mstep: Class 27 contains 4637 members 
Mstep: Class 28 contains 35131 members 
Mstep: Class 29 contains 4592 members 
Mstep: Class 30 contains 1817 members 
Mstep: Class 31 contains 3384 members 
Mstep: Class 32 contains 984 members 
Mstep: Class 33 contains 15778 members 
Mstep: Class 34 contains 2599 members 
Mstep: Class 35 contains 149185 members 
Mstep: Class 36 contains 10744 members 
Mstep: Class 37 contains 1686 members 
Mstep: Class 38 contains 22691 members 
Mstep: Class 39 contains 2114 members 
Mstep: Class 41 contains 12218 members 
Mstep: Class 42 contains 18538 members 
Mstep: Class 43 contains 12736 members 
Mstep: Class 44 contains 674 members 
Mstep: Class 45 contains 2154 members 
Mstep: Class 46 contains 1948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100299896.000000 Penalty: 99580.367188
Iteration 91Q: 46 clusters Score -1.002999e+08 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 13582 members 
Mstep: Class 2 contains 27197 members 
Mstep: Class 3 contains 53139 members 
Mstep: Class 4 contains 8118 members 
Mstep: Class 5 contains 3615 members 
Mstep: Class 6 contains 3971 members 
Mstep: Class 7 contains 74838 members 
Mstep: Class 8 contains 23187 members 
Mstep: Class 9 contains 21415 members 
Mstep: Class 10 contains 33891 members 
Mstep: Class 11 contains 42555 members 
Mstep: Class 12 contains 12329 members 
Mstep: Class 13 contains 17187 members 
Mstep: Class 14 contains 18031 members 
Mstep: Class 15 contains 461 members 
Mstep: Class 16 contains 8602 members 
Mstep: Class 17 contains 6343 members 
Mstep: Class 18 contains 2789 members 
Mstep: Class 19 contains 3259 members 
Mstep: Class 20 contains 32025 members 
Mstep: Class 21 contains 36472 members 
Mstep: Class 22 contains 25104 members 
Mstep: Class 23 contains 3082 members 
Mstep: Class 24 contains 33271 members 
Mstep: Class 25 contains 2426 members 
Mstep: Class 26 contains 9809 members 
Mstep: Class 27 contains 4624 members 
Mstep: Class 28 contains 35385 members 
Mstep: Class 29 contains 4580 members 
Mstep: Class 30 contains 1815 members 
Mstep: Class 31 contains 3385 members 
Mstep: Class 32 contains 984 members 
Mstep: Class 33 contains 15785 members 
Mstep: Class 34 contains 2620 members 
Mstep: Class 35 contains 149109 members 
Mstep: Class 36 contains 10799 members 
Mstep: Class 37 contains 1686 members 
Mstep: Class 38 contains 22703 members 
Mstep: Class 39 contains 2134 members 
Mstep: Class 41 contains 12202 members 
Mstep: Class 42 contains 18545 members 
Mstep: Class 43 contains 12739 members 
Mstep: Class 44 contains 674 members 
Mstep: Class 45 contains 2159 members 
Mstep: Class 46 contains 1948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100300160.000000 Penalty: 99580.367188
Iteration 92Q: 46 clusters Score -1.003002e+08 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 13578 members 
Mstep: Class 2 contains 27190 members 
Mstep: Class 3 contains 52952 members 
Mstep: Class 4 contains 8117 members 
Mstep: Class 5 contains 3668 members 
Mstep: Class 6 contains 3969 members 
Mstep: Class 7 contains 74818 members 
Mstep: Class 8 contains 23056 members 
Mstep: Class 9 contains 21411 members 
Mstep: Class 10 contains 33856 members 
Mstep: Class 11 contains 42525 members 
Mstep: Class 12 contains 12333 members 
Mstep: Class 13 contains 17188 members 
Mstep: Class 14 contains 18009 members 
Mstep: Class 15 contains 462 members 
Mstep: Class 16 contains 8596 members 
Mstep: Class 17 contains 6345 members 
Mstep: Class 18 contains 2798 members 
Mstep: Class 19 contains 3260 members 
Mstep: Class 20 contains 32044 members 
Mstep: Class 21 contains 36462 members 
Mstep: Class 22 contains 25135 members 
Mstep: Class 23 contains 3195 members 
Mstep: Class 24 contains 33288 members 
Mstep: Class 25 contains 2430 members 
Mstep: Class 26 contains 9801 members 
Mstep: Class 27 contains 4620 members 
Mstep: Class 28 contains 35628 members 
Mstep: Class 29 contains 4577 members 
Mstep: Class 30 contains 1814 members 
Mstep: Class 31 contains 3379 members 
Mstep: Class 32 contains 984 members 
Mstep: Class 33 contains 15770 members 
Mstep: Class 34 contains 2631 members 
Mstep: Class 35 contains 149042 members 
Mstep: Class 36 contains 10832 members 
Mstep: Class 37 contains 1686 members 
Mstep: Class 38 contains 22712 members 
Mstep: Class 39 contains 2152 members 
Mstep: Class 41 contains 12198 members 
Mstep: Class 42 contains 18540 members 
Mstep: Class 43 contains 12737 members 
Mstep: Class 44 contains 674 members 
Mstep: Class 45 contains 2164 members 
Mstep: Class 46 contains 1948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100300328.000000 Penalty: 99580.367188
Iteration 93Q: 46 clusters Score -1.003003e+08 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 13577 members 
Mstep: Class 2 contains 27190 members 
Mstep: Class 3 contains 52787 members 
Mstep: Class 4 contains 8110 members 
Mstep: Class 5 contains 3720 members 
Mstep: Class 6 contains 3967 members 
Mstep: Class 7 contains 74789 members 
Mstep: Class 8 contains 22929 members 
Mstep: Class 9 contains 21411 members 
Mstep: Class 10 contains 33846 members 
Mstep: Class 11 contains 42498 members 
Mstep: Class 12 contains 12331 members 
Mstep: Class 13 contains 17189 members 
Mstep: Class 14 contains 17990 members 
Mstep: Class 15 contains 462 members 
Mstep: Class 16 contains 8592 members 
Mstep: Class 17 contains 6350 members 
Mstep: Class 18 contains 2801 members 
Mstep: Class 19 contains 3261 members 
Mstep: Class 20 contains 32056 members 
Mstep: Class 21 contains 36452 members 
Mstep: Class 22 contains 25164 members 
Mstep: Class 23 contains 3304 members 
Mstep: Class 24 contains 33307 members 
Mstep: Class 25 contains 2432 members 
Mstep: Class 26 contains 9792 members 
Mstep: Class 27 contains 4606 members 
Mstep: Class 28 contains 35816 members 
Mstep: Class 29 contains 4580 members 
Mstep: Class 30 contains 1814 members 
Mstep: Class 31 contains 3370 members 
Mstep: Class 32 contains 984 members 
Mstep: Class 33 contains 15791 members 
Mstep: Class 34 contains 2645 members 
Mstep: Class 35 contains 148973 members 
Mstep: Class 36 contains 10882 members 
Mstep: Class 37 contains 1686 members 
Mstep: Class 38 contains 22714 members 
Mstep: Class 39 contains 2166 members 
Mstep: Class 41 contains 12187 members 
Mstep: Class 42 contains 18525 members 
Mstep: Class 43 contains 12741 members 
Mstep: Class 44 contains 674 members 
Mstep: Class 45 contains 2165 members 
Mstep: Class 46 contains 1948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100300432.000000 Penalty: 99580.367188
Iteration 94Q: 46 clusters Score -1.003004e+08 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 13576 members 
Mstep: Class 2 contains 27185 members 
Mstep: Class 3 contains 52651 members 
Mstep: Class 4 contains 8105 members 
Mstep: Class 5 contains 3766 members 
Mstep: Class 6 contains 3964 members 
Mstep: Class 7 contains 74759 members 
Mstep: Class 8 contains 22830 members 
Mstep: Class 9 contains 21405 members 
Mstep: Class 10 contains 33860 members 
Mstep: Class 11 contains 42491 members 
Mstep: Class 12 contains 12332 members 
Mstep: Class 13 contains 17193 members 
Mstep: Class 14 contains 17974 members 
Mstep: Class 15 contains 462 members 
Mstep: Class 16 contains 8590 members 
Mstep: Class 17 contains 6342 members 
Mstep: Class 18 contains 2802 members 
Mstep: Class 19 contains 3262 members 
Mstep: Class 20 contains 32060 members 
Mstep: Class 21 contains 36442 members 
Mstep: Class 22 contains 25203 members 
Mstep: Class 23 contains 3397 members 
Mstep: Class 24 contains 33317 members 
Mstep: Class 25 contains 2436 members 
Mstep: Class 26 contains 9781 members 
Mstep: Class 27 contains 4592 members 
Mstep: Class 28 contains 35996 members 
Mstep: Class 29 contains 4579 members 
Mstep: Class 30 contains 1815 members 
Mstep: Class 31 contains 3368 members 
Mstep: Class 32 contains 984 members 
Mstep: Class 33 contains 15786 members 
Mstep: Class 34 contains 2658 members 
Mstep: Class 35 contains 148884 members 
Mstep: Class 36 contains 10926 members 
Mstep: Class 37 contains 1687 members 
Mstep: Class 38 contains 22712 members 
Mstep: Class 39 contains 2178 members 
Mstep: Class 41 contains 12196 members 
Mstep: Class 42 contains 18500 members 
Mstep: Class 43 contains 12742 members 
Mstep: Class 44 contains 674 members 
Mstep: Class 45 contains 2164 members 
Mstep: Class 46 contains 1948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100300656.000000 Penalty: 99580.367188
Iteration 95Q: 46 clusters Score -1.003007e+08 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 13575 members 
Mstep: Class 2 contains 27190 members 
Mstep: Class 3 contains 52528 members 
Mstep: Class 4 contains 8097 members 
Mstep: Class 5 contains 3800 members 
Mstep: Class 6 contains 3955 members 
Mstep: Class 7 contains 74744 members 
Mstep: Class 8 contains 22751 members 
Mstep: Class 9 contains 21404 members 
Mstep: Class 10 contains 33843 members 
Mstep: Class 11 contains 42474 members 
Mstep: Class 12 contains 12335 members 
Mstep: Class 13 contains 17196 members 
Mstep: Class 14 contains 17959 members 
Mstep: Class 15 contains 464 members 
Mstep: Class 16 contains 8589 members 
Mstep: Class 17 contains 6334 members 
Mstep: Class 18 contains 2812 members 
Mstep: Class 19 contains 3262 members 
Mstep: Class 20 contains 32077 members 
Mstep: Class 21 contains 36426 members 
Mstep: Class 22 contains 25257 members 
Mstep: Class 23 contains 3497 members 
Mstep: Class 24 contains 33329 members 
Mstep: Class 25 contains 2437 members 
Mstep: Class 26 contains 9768 members 
Mstep: Class 27 contains 4580 members 
Mstep: Class 28 contains 36161 members 
Mstep: Class 29 contains 4579 members 
Mstep: Class 30 contains 1815 members 
Mstep: Class 31 contains 3367 members 
Mstep: Class 32 contains 984 members 
Mstep: Class 33 contains 15774 members 
Mstep: Class 34 contains 2670 members 
Mstep: Class 35 contains 148802 members 
Mstep: Class 36 contains 10974 members 
Mstep: Class 37 contains 1687 members 
Mstep: Class 38 contains 22711 members 
Mstep: Class 39 contains 2193 members 
Mstep: Class 41 contains 12187 members 
Mstep: Class 42 contains 18454 members 
Mstep: Class 43 contains 12750 members 
Mstep: Class 44 contains 673 members 
Mstep: Class 45 contains 2162 members 
Mstep: Class 46 contains 1948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100300800.000000 Penalty: 99580.367188
Iteration 96Q: 46 clusters Score -1.003008e+08 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 13574 members 
Mstep: Class 2 contains 27190 members 
Mstep: Class 3 contains 52401 members 
Mstep: Class 4 contains 8094 members 
Mstep: Class 5 contains 3829 members 
Mstep: Class 6 contains 3953 members 
Mstep: Class 7 contains 74738 members 
Mstep: Class 8 contains 22674 members 
Mstep: Class 9 contains 21408 members 
Mstep: Class 10 contains 33848 members 
Mstep: Class 11 contains 42429 members 
Mstep: Class 12 contains 12337 members 
Mstep: Class 13 contains 17193 members 
Mstep: Class 14 contains 17945 members 
Mstep: Class 15 contains 465 members 
Mstep: Class 16 contains 8590 members 
Mstep: Class 17 contains 6329 members 
Mstep: Class 18 contains 2815 members 
Mstep: Class 19 contains 3263 members 
Mstep: Class 20 contains 32077 members 
Mstep: Class 21 contains 36429 members 
Mstep: Class 22 contains 25315 members 
Mstep: Class 23 contains 3577 members 
Mstep: Class 24 contains 33345 members 
Mstep: Class 25 contains 2439 members 
Mstep: Class 26 contains 9761 members 
Mstep: Class 27 contains 4568 members 
Mstep: Class 28 contains 36314 members 
Mstep: Class 29 contains 4575 members 
Mstep: Class 30 contains 1815 members 
Mstep: Class 31 contains 3362 members 
Mstep: Class 32 contains 984 members 
Mstep: Class 33 contains 15765 members 
Mstep: Class 34 contains 2681 members 
Mstep: Class 35 contains 148753 members 
Mstep: Class 36 contains 11019 members 
Mstep: Class 37 contains 1687 members 
Mstep: Class 38 contains 22710 members 
Mstep: Class 39 contains 2214 members 
Mstep: Class 41 contains 12167 members 
Mstep: Class 42 contains 18404 members 
Mstep: Class 43 contains 12754 members 
Mstep: Class 44 contains 674 members 
Mstep: Class 45 contains 2162 members 
Mstep: Class 46 contains 1948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100301096.000000 Penalty: 99580.367188
Iteration 97Q: 46 clusters Score -1.003011e+08 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 13573 members 
Mstep: Class 2 contains 27186 members 
Mstep: Class 3 contains 52278 members 
Mstep: Class 4 contains 8101 members 
Mstep: Class 5 contains 3860 members 
Mstep: Class 6 contains 3952 members 
Mstep: Class 7 contains 74718 members 
Mstep: Class 8 contains 22588 members 
Mstep: Class 9 contains 21407 members 
Mstep: Class 10 contains 33832 members 
Mstep: Class 11 contains 42410 members 
Mstep: Class 12 contains 12336 members 
Mstep: Class 13 contains 17197 members 
Mstep: Class 14 contains 17932 members 
Mstep: Class 15 contains 466 members 
Mstep: Class 16 contains 8591 members 
Mstep: Class 17 contains 6327 members 
Mstep: Class 18 contains 2813 members 
Mstep: Class 19 contains 3262 members 
Mstep: Class 20 contains 32089 members 
Mstep: Class 21 contains 36444 members 
Mstep: Class 22 contains 25358 members 
Mstep: Class 23 contains 3646 members 
Mstep: Class 24 contains 33367 members 
Mstep: Class 25 contains 2440 members 
Mstep: Class 26 contains 9757 members 
Mstep: Class 27 contains 4563 members 
Mstep: Class 28 contains 36444 members 
Mstep: Class 29 contains 4582 members 
Mstep: Class 30 contains 1816 members 
Mstep: Class 31 contains 3361 members 
Mstep: Class 32 contains 984 members 
Mstep: Class 33 contains 15777 members 
Mstep: Class 34 contains 2688 members 
Mstep: Class 35 contains 148700 members 
Mstep: Class 36 contains 11058 members 
Mstep: Class 37 contains 1687 members 
Mstep: Class 38 contains 22710 members 
Mstep: Class 39 contains 2231 members 
Mstep: Class 41 contains 12155 members 
Mstep: Class 42 contains 18355 members 
Mstep: Class 43 contains 12750 members 
Mstep: Class 44 contains 674 members 
Mstep: Class 45 contains 2159 members 
Mstep: Class 46 contains 1950 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100301168.000000 Penalty: 99580.367188
Iteration 98Q: 46 clusters Score -1.003012e+08 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 13569 members 
Mstep: Class 2 contains 27194 members 
Mstep: Class 3 contains 52170 members 
Mstep: Class 4 contains 8098 members 
Mstep: Class 5 contains 3900 members 
Mstep: Class 6 contains 3951 members 
Mstep: Class 7 contains 74695 members 
Mstep: Class 8 contains 22507 members 
Mstep: Class 9 contains 21411 members 
Mstep: Class 10 contains 33786 members 
Mstep: Class 11 contains 42384 members 
Mstep: Class 12 contains 12338 members 
Mstep: Class 13 contains 17203 members 
Mstep: Class 14 contains 17929 members 
Mstep: Class 15 contains 466 members 
Mstep: Class 16 contains 8587 members 
Mstep: Class 17 contains 6327 members 
Mstep: Class 18 contains 2812 members 
Mstep: Class 19 contains 3263 members 
Mstep: Class 20 contains 32097 members 
Mstep: Class 21 contains 36456 members 
Mstep: Class 22 contains 25413 members 
Mstep: Class 23 contains 3711 members 
Mstep: Class 24 contains 33396 members 
Mstep: Class 25 contains 2441 members 
Mstep: Class 26 contains 9756 members 
Mstep: Class 27 contains 4558 members 
Mstep: Class 28 contains 36558 members 
Mstep: Class 29 contains 4584 members 
Mstep: Class 30 contains 1817 members 
Mstep: Class 31 contains 3355 members 
Mstep: Class 32 contains 984 members 
Mstep: Class 33 contains 15789 members 
Mstep: Class 34 contains 2699 members 
Mstep: Class 35 contains 148660 members 
Mstep: Class 36 contains 11080 members 
Mstep: Class 37 contains 1688 members 
Mstep: Class 38 contains 22709 members 
Mstep: Class 39 contains 2242 members 
Mstep: Class 41 contains 12135 members 
Mstep: Class 42 contains 18325 members 
Mstep: Class 43 contains 12749 members 
Mstep: Class 44 contains 674 members 
Mstep: Class 45 contains 2159 members 
Mstep: Class 46 contains 1949 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100301304.000000 Penalty: 99580.367188
Iteration 99Q: 46 clusters Score -1.003013e+08 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 13567 members 
Mstep: Class 2 contains 27198 members 
Mstep: Class 3 contains 52069 members 
Mstep: Class 4 contains 8101 members 
Mstep: Class 5 contains 3928 members 
Mstep: Class 6 contains 3949 members 
Mstep: Class 7 contains 74675 members 
Mstep: Class 8 contains 22435 members 
Mstep: Class 9 contains 21412 members 
Mstep: Class 10 contains 33765 members 
Mstep: Class 11 contains 42374 members 
Mstep: Class 12 contains 12341 members 
Mstep: Class 13 contains 17201 members 
Mstep: Class 14 contains 17925 members 
Mstep: Class 15 contains 466 members 
Mstep: Class 16 contains 8584 members 
Mstep: Class 17 contains 6327 members 
Mstep: Class 18 contains 2816 members 
Mstep: Class 19 contains 3265 members 
Mstep: Class 20 contains 32107 members 
Mstep: Class 21 contains 36457 members 
Mstep: Class 22 contains 25444 members 
Mstep: Class 23 contains 3768 members 
Mstep: Class 24 contains 33417 members 
Mstep: Class 25 contains 2441 members 
Mstep: Class 26 contains 9757 members 
Mstep: Class 27 contains 4555 members 
Mstep: Class 28 contains 36671 members 
Mstep: Class 29 contains 4581 members 
Mstep: Class 30 contains 1817 members 
Mstep: Class 31 contains 3351 members 
Mstep: Class 32 contains 984 members 
Mstep: Class 33 contains 15802 members 
Mstep: Class 34 contains 2710 members 
Mstep: Class 35 contains 148600 members 
Mstep: Class 36 contains 11116 members 
Mstep: Class 37 contains 1690 members 
Mstep: Class 38 contains 22703 members 
Mstep: Class 39 contains 2247 members 
Mstep: Class 41 contains 12108 members 
Mstep: Class 42 contains 18314 members 
Mstep: Class 43 contains 12753 members 
Mstep: Class 44 contains 676 members 
Mstep: Class 45 contains 2158 members 
Mstep: Class 46 contains 1949 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100301568.000000 Penalty: 99580.367188
Iteration 100F: 46 clusters Score -1.003016e+08 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 13563 members 
Mstep: Class 2 contains 27209 members 
Mstep: Class 3 contains 51967 members 
Mstep: Class 4 contains 8101 members 
Mstep: Class 5 contains 3961 members 
Mstep: Class 6 contains 3949 members 
Mstep: Class 7 contains 74659 members 
Mstep: Class 8 contains 22362 members 
Mstep: Class 9 contains 21414 members 
Mstep: Class 10 contains 33728 members 
Mstep: Class 11 contains 42377 members 
Mstep: Class 12 contains 12347 members 
Mstep: Class 13 contains 17198 members 
Mstep: Class 14 contains 17923 members 
Mstep: Class 15 contains 466 members 
Mstep: Class 16 contains 8582 members 
Mstep: Class 17 contains 6320 members 
Mstep: Class 18 contains 2819 members 
Mstep: Class 19 contains 3266 members 
Mstep: Class 20 contains 32117 members 
Mstep: Class 21 contains 36480 members 
Mstep: Class 22 contains 25476 members 
Mstep: Class 23 contains 3821 members 
Mstep: Class 24 contains 33441 members 
Mstep: Class 25 contains 2441 members 
Mstep: Class 26 contains 9758 members 
Mstep: Class 27 contains 4559 members 
Mstep: Class 28 contains 36781 members 
Mstep: Class 29 contains 4580 members 
Mstep: Class 30 contains 1816 members 
Mstep: Class 31 contains 3349 members 
Mstep: Class 32 contains 984 members 
Mstep: Class 33 contains 15806 members 
Mstep: Class 34 contains 2715 members 
Mstep: Class 35 contains 148544 members 
Mstep: Class 36 contains 11147 members 
Mstep: Class 37 contains 1692 members 
Mstep: Class 38 contains 22699 members 
Mstep: Class 39 contains 2253 members 
Mstep: Class 41 contains 12089 members 
Mstep: Class 42 contains 18272 members 
Mstep: Class 43 contains 12762 members 
Mstep: Class 44 contains 676 members 
Mstep: Class 45 contains 2155 members 
Mstep: Class 46 contains 1950 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100301496.000000 Penalty: 99580.367188
Iteration 101Q: 46 clusters Score -1.003015e+08 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 13562 members 
Mstep: Class 2 contains 27207 members 
Mstep: Class 3 contains 51873 members 
Mstep: Class 4 contains 8099 members 
Mstep: Class 5 contains 3992 members 
Mstep: Class 6 contains 3949 members 
Mstep: Class 7 contains 74662 members 
Mstep: Class 8 contains 22285 members 
Mstep: Class 9 contains 21414 members 
Mstep: Class 10 contains 33694 members 
Mstep: Class 11 contains 42394 members 
Mstep: Class 12 contains 12351 members 
Mstep: Class 13 contains 17201 members 
Mstep: Class 14 contains 17921 members 
Mstep: Class 15 contains 466 members 
Mstep: Class 16 contains 8581 members 
Mstep: Class 17 contains 6319 members 
Mstep: Class 18 contains 2822 members 
Mstep: Class 19 contains 3266 members 
Mstep: Class 20 contains 32119 members 
Mstep: Class 21 contains 36491 members 
Mstep: Class 22 contains 25517 members 
Mstep: Class 23 contains 3871 members 
Mstep: Class 24 contains 33463 members 
Mstep: Class 25 contains 2443 members 
Mstep: Class 26 contains 9752 members 
Mstep: Class 27 contains 4553 members 
Mstep: Class 28 contains 36858 members 
Mstep: Class 29 contains 4573 members 
Mstep: Class 30 contains 1816 members 
Mstep: Class 31 contains 3350 members 
Mstep: Class 32 contains 984 members 
Mstep: Class 33 contains 15813 members 
Mstep: Class 34 contains 2727 members 
Mstep: Class 35 contains 148516 members 
Mstep: Class 36 contains 11164 members 
Mstep: Class 37 contains 1695 members 
Mstep: Class 38 contains 22697 members 
Mstep: Class 39 contains 2260 members 
Mstep: Class 41 contains 12076 members 
Mstep: Class 42 contains 18235 members 
Mstep: Class 43 contains 12762 members 
Mstep: Class 44 contains 678 members 
Mstep: Class 45 contains 2154 members 
Mstep: Class 46 contains 1949 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100301624.000000 Penalty: 99580.367188
Iteration 102Q: 46 clusters Score -1.003016e+08 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 13560 members 
Mstep: Class 2 contains 27210 members 
Mstep: Class 3 contains 51793 members 
Mstep: Class 4 contains 8098 members 
Mstep: Class 5 contains 4014 members 
Mstep: Class 6 contains 3946 members 
Mstep: Class 7 contains 74662 members 
Mstep: Class 8 contains 22199 members 
Mstep: Class 9 contains 21415 members 
Mstep: Class 10 contains 33675 members 
Mstep: Class 11 contains 42403 members 
Mstep: Class 12 contains 12357 members 
Mstep: Class 13 contains 17202 members 
Mstep: Class 14 contains 17917 members 
Mstep: Class 15 contains 466 members 
Mstep: Class 16 contains 8579 members 
Mstep: Class 17 contains 6321 members 
Mstep: Class 18 contains 2822 members 
Mstep: Class 19 contains 3266 members 
Mstep: Class 20 contains 32123 members 
Mstep: Class 21 contains 36500 members 
Mstep: Class 22 contains 25553 members 
Mstep: Class 23 contains 3916 members 
Mstep: Class 24 contains 33481 members 
Mstep: Class 25 contains 2446 members 
Mstep: Class 26 contains 9751 members 
Mstep: Class 27 contains 4548 members 
Mstep: Class 28 contains 36940 members 
Mstep: Class 29 contains 4567 members 
Mstep: Class 30 contains 1814 members 
Mstep: Class 31 contains 3350 members 
Mstep: Class 32 contains 984 members 
Mstep: Class 33 contains 15812 members 
Mstep: Class 34 contains 2742 members 
Mstep: Class 35 contains 148490 members 
Mstep: Class 36 contains 11194 members 
Mstep: Class 37 contains 1697 members 
Mstep: Class 38 contains 22691 members 
Mstep: Class 39 contains 2266 members 
Mstep: Class 41 contains 12063 members 
Mstep: Class 42 contains 18201 members 
Mstep: Class 43 contains 12758 members 
Mstep: Class 44 contains 679 members 
Mstep: Class 45 contains 2154 members 
Mstep: Class 46 contains 1949 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100301488.000000 Penalty: 99580.367188
Iteration 103Q: 46 clusters Score -1.003015e+08 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 13561 members 
Mstep: Class 2 contains 27212 members 
Mstep: Class 3 contains 51711 members 
Mstep: Class 4 contains 8095 members 
Mstep: Class 5 contains 4029 members 
Mstep: Class 6 contains 3941 members 
Mstep: Class 7 contains 74650 members 
Mstep: Class 8 contains 22123 members 
Mstep: Class 9 contains 21418 members 
Mstep: Class 10 contains 33673 members 
Mstep: Class 11 contains 42405 members 
Mstep: Class 12 contains 12361 members 
Mstep: Class 13 contains 17206 members 
Mstep: Class 14 contains 17918 members 
Mstep: Class 15 contains 466 members 
Mstep: Class 16 contains 8573 members 
Mstep: Class 17 contains 6317 members 
Mstep: Class 18 contains 2822 members 
Mstep: Class 19 contains 3265 members 
Mstep: Class 20 contains 32123 members 
Mstep: Class 21 contains 36503 members 
Mstep: Class 22 contains 25580 members 
Mstep: Class 23 contains 3978 members 
Mstep: Class 24 contains 33502 members 
Mstep: Class 25 contains 2446 members 
Mstep: Class 26 contains 9748 members 
Mstep: Class 27 contains 4540 members 
Mstep: Class 28 contains 37032 members 
Mstep: Class 29 contains 4561 members 
Mstep: Class 30 contains 1814 members 
Mstep: Class 31 contains 3348 members 
Mstep: Class 32 contains 984 members 
Mstep: Class 33 contains 15813 members 
Mstep: Class 34 contains 2749 members 
Mstep: Class 35 contains 148463 members 
Mstep: Class 36 contains 11215 members 
Mstep: Class 37 contains 1699 members 
Mstep: Class 38 contains 22686 members 
Mstep: Class 39 contains 2277 members 
Mstep: Class 41 contains 12049 members 
Mstep: Class 42 contains 18171 members 
Mstep: Class 43 contains 12760 members 
Mstep: Class 44 contains 680 members 
Mstep: Class 45 contains 2158 members 
Mstep: Class 46 contains 1949 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100301608.000000 Penalty: 99580.367188
Iteration 104Q: 46 clusters Score -1.003016e+08 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 13561 members 
Mstep: Class 2 contains 27221 members 
Mstep: Class 3 contains 51637 members 
Mstep: Class 4 contains 8095 members 
Mstep: Class 5 contains 4050 members 
Mstep: Class 6 contains 3942 members 
Mstep: Class 7 contains 74625 members 
Mstep: Class 8 contains 22070 members 
Mstep: Class 9 contains 21415 members 
Mstep: Class 10 contains 33659 members 
Mstep: Class 11 contains 42410 members 
Mstep: Class 12 contains 12363 members 
Mstep: Class 13 contains 17213 members 
Mstep: Class 14 contains 17920 members 
Mstep: Class 15 contains 466 members 
Mstep: Class 16 contains 8576 members 
Mstep: Class 17 contains 6318 members 
Mstep: Class 18 contains 2821 members 
Mstep: Class 19 contains 3264 members 
Mstep: Class 20 contains 32124 members 
Mstep: Class 21 contains 36504 members 
Mstep: Class 22 contains 25605 members 
Mstep: Class 23 contains 4035 members 
Mstep: Class 24 contains 33513 members 
Mstep: Class 25 contains 2449 members 
Mstep: Class 26 contains 9744 members 
Mstep: Class 27 contains 4530 members 
Mstep: Class 28 contains 37114 members 
Mstep: Class 29 contains 4555 members 
Mstep: Class 30 contains 1814 members 
Mstep: Class 31 contains 3346 members 
Mstep: Class 32 contains 984 members 
Mstep: Class 33 contains 15811 members 
Mstep: Class 34 contains 2760 members 
Mstep: Class 35 contains 148435 members 
Mstep: Class 36 contains 11225 members 
Mstep: Class 37 contains 1700 members 
Mstep: Class 38 contains 22679 members 
Mstep: Class 39 contains 2290 members 
Mstep: Class 41 contains 12045 members 
Mstep: Class 42 contains 18139 members 
Mstep: Class 43 contains 12759 members 
Mstep: Class 44 contains 682 members 
Mstep: Class 45 contains 2157 members 
Mstep: Class 46 contains 1949 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100301760.000000 Penalty: 99580.367188
Iteration 105Q: 46 clusters Score -1.003018e+08 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 13560 members 
Mstep: Class 2 contains 27225 members 
Mstep: Class 3 contains 51567 members 
Mstep: Class 4 contains 8096 members 
Mstep: Class 5 contains 4072 members 
Mstep: Class 6 contains 3940 members 
Mstep: Class 7 contains 74606 members 
Mstep: Class 8 contains 22015 members 
Mstep: Class 9 contains 21416 members 
Mstep: Class 10 contains 33635 members 
Mstep: Class 11 contains 42419 members 
Mstep: Class 12 contains 12365 members 
Mstep: Class 13 contains 17222 members 
Mstep: Class 14 contains 17919 members 
Mstep: Class 15 contains 466 members 
Mstep: Class 16 contains 8579 members 
Mstep: Class 17 contains 6316 members 
Mstep: Class 18 contains 2824 members 
Mstep: Class 19 contains 3264 members 
Mstep: Class 20 contains 32121 members 
Mstep: Class 21 contains 36501 members 
Mstep: Class 22 contains 25636 members 
Mstep: Class 23 contains 4093 members 
Mstep: Class 24 contains 33526 members 
Mstep: Class 25 contains 2450 members 
Mstep: Class 26 contains 9745 members 
Mstep: Class 27 contains 4524 members 
Mstep: Class 28 contains 37185 members 
Mstep: Class 29 contains 4558 members 
Mstep: Class 30 contains 1814 members 
Mstep: Class 31 contains 3346 members 
Mstep: Class 32 contains 984 members 
Mstep: Class 33 contains 15816 members 
Mstep: Class 34 contains 2770 members 
Mstep: Class 35 contains 148418 members 
Mstep: Class 36 contains 11226 members 
Mstep: Class 37 contains 1704 members 
Mstep: Class 38 contains 22673 members 
Mstep: Class 39 contains 2302 members 
Mstep: Class 41 contains 12036 members 
Mstep: Class 42 contains 18099 members 
Mstep: Class 43 contains 12755 members 
Mstep: Class 44 contains 680 members 
Mstep: Class 45 contains 2157 members 
Mstep: Class 46 contains 1949 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100301640.000000 Penalty: 99580.367188
Iteration 106Q: 46 clusters Score -1.003016e+08 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 13561 members 
Mstep: Class 2 contains 27228 members 
Mstep: Class 3 contains 51504 members 
Mstep: Class 4 contains 8098 members 
Mstep: Class 5 contains 4091 members 
Mstep: Class 6 contains 3941 members 
Mstep: Class 7 contains 74595 members 
Mstep: Class 8 contains 21957 members 
Mstep: Class 9 contains 21421 members 
Mstep: Class 10 contains 33620 members 
Mstep: Class 11 contains 42424 members 
Mstep: Class 12 contains 12366 members 
Mstep: Class 13 contains 17234 members 
Mstep: Class 14 contains 17917 members 
Mstep: Class 15 contains 466 members 
Mstep: Class 16 contains 8578 members 
Mstep: Class 17 contains 6315 members 
Mstep: Class 18 contains 2825 members 
Mstep: Class 19 contains 3266 members 
Mstep: Class 20 contains 32124 members 
Mstep: Class 21 contains 36503 members 
Mstep: Class 22 contains 25652 members 
Mstep: Class 23 contains 4154 members 
Mstep: Class 24 contains 33544 members 
Mstep: Class 25 contains 2452 members 
Mstep: Class 26 contains 9747 members 
Mstep: Class 27 contains 4525 members 
Mstep: Class 28 contains 37248 members 
Mstep: Class 29 contains 4560 members 
Mstep: Class 30 contains 1814 members 
Mstep: Class 31 contains 3344 members 
Mstep: Class 32 contains 985 members 
Mstep: Class 33 contains 15817 members 
Mstep: Class 34 contains 2783 members 
Mstep: Class 35 contains 148387 members 
Mstep: Class 36 contains 11239 members 
Mstep: Class 37 contains 1707 members 
Mstep: Class 38 contains 22660 members 
Mstep: Class 39 contains 2312 members 
Mstep: Class 41 contains 12030 members 
Mstep: Class 42 contains 18039 members 
Mstep: Class 43 contains 12755 members 
Mstep: Class 44 contains 680 members 
Mstep: Class 45 contains 2157 members 
Mstep: Class 46 contains 1949 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100301800.000000 Penalty: 99580.367188
Iteration 107Q: 46 clusters Score -1.003018e+08 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 13561 members 
Mstep: Class 2 contains 27237 members 
Mstep: Class 3 contains 51446 members 
Mstep: Class 4 contains 8096 members 
Mstep: Class 5 contains 4111 members 
Mstep: Class 6 contains 3945 members 
Mstep: Class 7 contains 74585 members 
Mstep: Class 8 contains 21894 members 
Mstep: Class 9 contains 21418 members 
Mstep: Class 10 contains 33615 members 
Mstep: Class 11 contains 42455 members 
Mstep: Class 12 contains 12365 members 
Mstep: Class 13 contains 17241 members 
Mstep: Class 14 contains 17916 members 
Mstep: Class 15 contains 466 members 
Mstep: Class 16 contains 8574 members 
Mstep: Class 17 contains 6314 members 
Mstep: Class 18 contains 2828 members 
Mstep: Class 19 contains 3267 members 
Mstep: Class 20 contains 32116 members 
Mstep: Class 21 contains 36501 members 
Mstep: Class 22 contains 25672 members 
Mstep: Class 23 contains 4205 members 
Mstep: Class 24 contains 33555 members 
Mstep: Class 25 contains 2454 members 
Mstep: Class 26 contains 9751 members 
Mstep: Class 27 contains 4520 members 
Mstep: Class 28 contains 37301 members 
Mstep: Class 29 contains 4562 members 
Mstep: Class 30 contains 1814 members 
Mstep: Class 31 contains 3346 members 
Mstep: Class 32 contains 986 members 
Mstep: Class 33 contains 15817 members 
Mstep: Class 34 contains 2795 members 
Mstep: Class 35 contains 148362 members 
Mstep: Class 36 contains 11245 members 
Mstep: Class 37 contains 1710 members 
Mstep: Class 38 contains 22657 members 
Mstep: Class 39 contains 2317 members 
Mstep: Class 41 contains 12027 members 
Mstep: Class 42 contains 17989 members 
Mstep: Class 43 contains 12750 members 
Mstep: Class 44 contains 681 members 
Mstep: Class 45 contains 2158 members 
Mstep: Class 46 contains 1949 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100301632.000000 Penalty: 99580.367188
Iteration 108Q: 46 clusters Score -1.003016e+08 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 13558 members 
Mstep: Class 2 contains 27247 members 
Mstep: Class 3 contains 51393 members 
Mstep: Class 4 contains 8092 members 
Mstep: Class 5 contains 4143 members 
Mstep: Class 6 contains 3954 members 
Mstep: Class 7 contains 74562 members 
Mstep: Class 8 contains 21821 members 
Mstep: Class 9 contains 21416 members 
Mstep: Class 10 contains 33604 members 
Mstep: Class 11 contains 42499 members 
Mstep: Class 12 contains 12366 members 
Mstep: Class 13 contains 17246 members 
Mstep: Class 14 contains 17916 members 
Mstep: Class 15 contains 466 members 
Mstep: Class 16 contains 8569 members 
Mstep: Class 17 contains 6315 members 
Mstep: Class 18 contains 2832 members 
Mstep: Class 19 contains 3268 members 
Mstep: Class 20 contains 32117 members 
Mstep: Class 21 contains 36503 members 
Mstep: Class 22 contains 25697 members 
Mstep: Class 23 contains 4246 members 
Mstep: Class 24 contains 33566 members 
Mstep: Class 25 contains 2455 members 
Mstep: Class 26 contains 9752 members 
Mstep: Class 27 contains 4519 members 
Mstep: Class 28 contains 37346 members 
Mstep: Class 29 contains 4562 members 
Mstep: Class 30 contains 1814 members 
Mstep: Class 31 contains 3344 members 
Mstep: Class 32 contains 986 members 
Mstep: Class 33 contains 15810 members 
Mstep: Class 34 contains 2803 members 
Mstep: Class 35 contains 148344 members 
Mstep: Class 36 contains 11253 members 
Mstep: Class 37 contains 1712 members 
Mstep: Class 38 contains 22651 members 
Mstep: Class 39 contains 2321 members 
Mstep: Class 41 contains 12020 members 
Mstep: Class 42 contains 17948 members 
Mstep: Class 43 contains 12750 members 
Mstep: Class 44 contains 681 members 
Mstep: Class 45 contains 2159 members 
Mstep: Class 46 contains 1948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100301544.000000 Penalty: 99580.367188
Iteration 109Q: 46 clusters Score -1.003015e+08 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 13558 members 
Mstep: Class 2 contains 27256 members 
Mstep: Class 3 contains 51332 members 
Mstep: Class 4 contains 8085 members 
Mstep: Class 5 contains 4161 members 
Mstep: Class 6 contains 3955 members 
Mstep: Class 7 contains 74550 members 
Mstep: Class 8 contains 21749 members 
Mstep: Class 9 contains 21417 members 
Mstep: Class 10 contains 33605 members 
Mstep: Class 11 contains 42529 members 
Mstep: Class 12 contains 12366 members 
Mstep: Class 13 contains 17244 members 
Mstep: Class 14 contains 17915 members 
Mstep: Class 15 contains 466 members 
Mstep: Class 16 contains 8568 members 
Mstep: Class 17 contains 6314 members 
Mstep: Class 18 contains 2833 members 
Mstep: Class 19 contains 3267 members 
Mstep: Class 20 contains 32124 members 
Mstep: Class 21 contains 36511 members 
Mstep: Class 22 contains 25719 members 
Mstep: Class 23 contains 4300 members 
Mstep: Class 24 contains 33576 members 
Mstep: Class 25 contains 2455 members 
Mstep: Class 26 contains 9754 members 
Mstep: Class 27 contains 4515 members 
Mstep: Class 28 contains 37389 members 
Mstep: Class 29 contains 4562 members 
Mstep: Class 30 contains 1814 members 
Mstep: Class 31 contains 3344 members 
Mstep: Class 32 contains 986 members 
Mstep: Class 33 contains 15804 members 
Mstep: Class 34 contains 2814 members 
Mstep: Class 35 contains 148326 members 
Mstep: Class 36 contains 11262 members 
Mstep: Class 37 contains 1715 members 
Mstep: Class 38 contains 22644 members 
Mstep: Class 39 contains 2327 members 
Mstep: Class 41 contains 12009 members 
Mstep: Class 42 contains 17921 members 
Mstep: Class 43 contains 12748 members 
Mstep: Class 44 contains 681 members 
Mstep: Class 45 contains 2157 members 
Mstep: Class 46 contains 1947 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100301792.000000 Penalty: 99580.367188
Iteration 110Q: 46 clusters Score -1.003018e+08 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 13556 members 
Mstep: Class 2 contains 27254 members 
Mstep: Class 3 contains 51274 members 
Mstep: Class 4 contains 8081 members 
Mstep: Class 5 contains 4179 members 
Mstep: Class 6 contains 3959 members 
Mstep: Class 7 contains 74542 members 
Mstep: Class 8 contains 21670 members 
Mstep: Class 9 contains 21415 members 
Mstep: Class 10 contains 33589 members 
Mstep: Class 11 contains 42570 members 
Mstep: Class 12 contains 12365 members 
Mstep: Class 13 contains 17250 members 
Mstep: Class 14 contains 17912 members 
Mstep: Class 15 contains 466 members 
Mstep: Class 16 contains 8570 members 
Mstep: Class 17 contains 6311 members 
Mstep: Class 18 contains 2838 members 
Mstep: Class 19 contains 3265 members 
Mstep: Class 20 contains 32129 members 
Mstep: Class 21 contains 36522 members 
Mstep: Class 22 contains 25742 members 
Mstep: Class 23 contains 4337 members 
Mstep: Class 24 contains 33584 members 
Mstep: Class 25 contains 2455 members 
Mstep: Class 26 contains 9756 members 
Mstep: Class 27 contains 4514 members 
Mstep: Class 28 contains 37428 members 
Mstep: Class 29 contains 4561 members 
Mstep: Class 30 contains 1814 members 
Mstep: Class 31 contains 3341 members 
Mstep: Class 32 contains 986 members 
Mstep: Class 33 contains 15809 members 
Mstep: Class 34 contains 2825 members 
Mstep: Class 35 contains 148312 members 
Mstep: Class 36 contains 11273 members 
Mstep: Class 37 contains 1717 members 
Mstep: Class 38 contains 22639 members 
Mstep: Class 39 contains 2333 members 
Mstep: Class 41 contains 12012 members 
Mstep: Class 42 contains 17886 members 
Mstep: Class 43 contains 12747 members 
Mstep: Class 44 contains 682 members 
Mstep: Class 45 contains 2157 members 
Mstep: Class 46 contains 1947 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100301512.000000 Penalty: 99580.367188
Iteration 111Q: 46 clusters Score -1.003015e+08 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 13555 members 
Mstep: Class 2 contains 27255 members 
Mstep: Class 3 contains 51226 members 
Mstep: Class 4 contains 8077 members 
Mstep: Class 5 contains 4196 members 
Mstep: Class 6 contains 3962 members 
Mstep: Class 7 contains 74541 members 
Mstep: Class 8 contains 21599 members 
Mstep: Class 9 contains 21410 members 
Mstep: Class 10 contains 33566 members 
Mstep: Class 11 contains 42600 members 
Mstep: Class 12 contains 12364 members 
Mstep: Class 13 contains 17253 members 
Mstep: Class 14 contains 17911 members 
Mstep: Class 15 contains 466 members 
Mstep: Class 16 contains 8570 members 
Mstep: Class 17 contains 6313 members 
Mstep: Class 18 contains 2842 members 
Mstep: Class 19 contains 3264 members 
Mstep: Class 20 contains 32143 members 
Mstep: Class 21 contains 36522 members 
Mstep: Class 22 contains 25769 members 
Mstep: Class 23 contains 4371 members 
Mstep: Class 24 contains 33594 members 
Mstep: Class 25 contains 2454 members 
Mstep: Class 26 contains 9755 members 
Mstep: Class 27 contains 4509 members 
Mstep: Class 28 contains 37466 members 
Mstep: Class 29 contains 4565 members 
Mstep: Class 30 contains 1815 members 
Mstep: Class 31 contains 3340 members 
Mstep: Class 32 contains 986 members 
Mstep: Class 33 contains 15806 members 
Mstep: Class 34 contains 2831 members 
Mstep: Class 35 contains 148305 members 
Mstep: Class 36 contains 11284 members 
Mstep: Class 37 contains 1719 members 
Mstep: Class 38 contains 22637 members 
Mstep: Class 39 contains 2345 members 
Mstep: Class 41 contains 12013 members 
Mstep: Class 42 contains 17848 members 
Mstep: Class 43 contains 12741 members 
Mstep: Class 44 contains 682 members 
Mstep: Class 45 contains 2157 members 
Mstep: Class 46 contains 1947 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100301680.000000 Penalty: 99580.367188
Iteration 112Q: 46 clusters Score -1.003017e+08 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 13555 members 
Mstep: Class 2 contains 27253 members 
Mstep: Class 3 contains 51180 members 
Mstep: Class 4 contains 8071 members 
Mstep: Class 5 contains 4221 members 
Mstep: Class 6 contains 3966 members 
Mstep: Class 7 contains 74535 members 
Mstep: Class 8 contains 21531 members 
Mstep: Class 9 contains 21407 members 
Mstep: Class 10 contains 33553 members 
Mstep: Class 11 contains 42648 members 
Mstep: Class 12 contains 12366 members 
Mstep: Class 13 contains 17251 members 
Mstep: Class 14 contains 17910 members 
Mstep: Class 15 contains 466 members 
Mstep: Class 16 contains 8572 members 
Mstep: Class 17 contains 6310 members 
Mstep: Class 18 contains 2843 members 
Mstep: Class 19 contains 3261 members 
Mstep: Class 20 contains 32150 members 
Mstep: Class 21 contains 36520 members 
Mstep: Class 22 contains 25791 members 
Mstep: Class 23 contains 4412 members 
Mstep: Class 24 contains 33592 members 
Mstep: Class 25 contains 2453 members 
Mstep: Class 26 contains 9755 members 
Mstep: Class 27 contains 4504 members 
Mstep: Class 28 contains 37494 members 
Mstep: Class 29 contains 4565 members 
Mstep: Class 30 contains 1815 members 
Mstep: Class 31 contains 3340 members 
Mstep: Class 32 contains 986 members 
Mstep: Class 33 contains 15808 members 
Mstep: Class 34 contains 2838 members 
Mstep: Class 35 contains 148297 members 
Mstep: Class 36 contains 11296 members 
Mstep: Class 37 contains 1722 members 
Mstep: Class 38 contains 22636 members 
Mstep: Class 39 contains 2355 members 
Mstep: Class 41 contains 12009 members 
Mstep: Class 42 contains 17814 members 
Mstep: Class 43 contains 12738 members 
Mstep: Class 44 contains 682 members 
Mstep: Class 45 contains 2156 members 
Mstep: Class 46 contains 1947 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100301776.000000 Penalty: 99580.367188
Iteration 113Q: 46 clusters Score -1.003018e+08 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 13554 members 
Mstep: Class 2 contains 27249 members 
Mstep: Class 3 contains 51141 members 
Mstep: Class 4 contains 8066 members 
Mstep: Class 5 contains 4242 members 
Mstep: Class 6 contains 3974 members 
Mstep: Class 7 contains 74544 members 
Mstep: Class 8 contains 21463 members 
Mstep: Class 9 contains 21405 members 
Mstep: Class 10 contains 33550 members 
Mstep: Class 11 contains 42696 members 
Mstep: Class 12 contains 12368 members 
Mstep: Class 13 contains 17253 members 
Mstep: Class 14 contains 17909 members 
Mstep: Class 15 contains 466 members 
Mstep: Class 16 contains 8571 members 
Mstep: Class 17 contains 6311 members 
Mstep: Class 18 contains 2842 members 
Mstep: Class 19 contains 3260 members 
Mstep: Class 20 contains 32156 members 
Mstep: Class 21 contains 36518 members 
Mstep: Class 22 contains 25814 members 
Mstep: Class 23 contains 4454 members 
Mstep: Class 24 contains 33590 members 
Mstep: Class 25 contains 2452 members 
Mstep: Class 26 contains 9757 members 
Mstep: Class 27 contains 4506 members 
Mstep: Class 28 contains 37510 members 
Mstep: Class 29 contains 4564 members 
Mstep: Class 30 contains 1815 members 
Mstep: Class 31 contains 3340 members 
Mstep: Class 32 contains 985 members 
Mstep: Class 33 contains 15803 members 
Mstep: Class 34 contains 2847 members 
Mstep: Class 35 contains 148292 members 
Mstep: Class 36 contains 11307 members 
Mstep: Class 37 contains 1729 members 
Mstep: Class 38 contains 22635 members 
Mstep: Class 39 contains 2355 members 
Mstep: Class 41 contains 11999 members 
Mstep: Class 42 contains 17758 members 
Mstep: Class 43 contains 12737 members 
Mstep: Class 44 contains 683 members 
Mstep: Class 45 contains 2157 members 
Mstep: Class 46 contains 1947 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100301712.000000 Penalty: 99580.367188
Iteration 114Q: 46 clusters Score -1.003017e+08 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 13552 members 
Mstep: Class 2 contains 27249 members 
Mstep: Class 3 contains 51099 members 
Mstep: Class 4 contains 8048 members 
Mstep: Class 5 contains 4257 members 
Mstep: Class 6 contains 3977 members 
Mstep: Class 7 contains 74546 members 
Mstep: Class 8 contains 21386 members 
Mstep: Class 9 contains 21408 members 
Mstep: Class 10 contains 33541 members 
Mstep: Class 11 contains 42738 members 
Mstep: Class 12 contains 12371 members 
Mstep: Class 13 contains 17261 members 
Mstep: Class 14 contains 17910 members 
Mstep: Class 15 contains 466 members 
Mstep: Class 16 contains 8572 members 
Mstep: Class 17 contains 6312 members 
Mstep: Class 18 contains 2840 members 
Mstep: Class 19 contains 3259 members 
Mstep: Class 20 contains 32168 members 
Mstep: Class 21 contains 36513 members 
Mstep: Class 22 contains 25835 members 
Mstep: Class 23 contains 4513 members 
Mstep: Class 24 contains 33593 members 
Mstep: Class 25 contains 2453 members 
Mstep: Class 26 contains 9755 members 
Mstep: Class 27 contains 4506 members 
Mstep: Class 28 contains 37525 members 
Mstep: Class 29 contains 4560 members 
Mstep: Class 30 contains 1815 members 
Mstep: Class 31 contains 3337 members 
Mstep: Class 32 contains 985 members 
Mstep: Class 33 contains 15802 members 
Mstep: Class 34 contains 2851 members 
Mstep: Class 35 contains 148286 members 
Mstep: Class 36 contains 11316 members 
Mstep: Class 37 contains 1734 members 
Mstep: Class 38 contains 22633 members 
Mstep: Class 39 contains 2362 members 
Mstep: Class 41 contains 11992 members 
Mstep: Class 42 contains 17720 members 
Mstep: Class 43 contains 12740 members 
Mstep: Class 44 contains 683 members 
Mstep: Class 45 contains 2159 members 
Mstep: Class 46 contains 1946 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100301736.000000 Penalty: 99580.367188
Iteration 115Q: 46 clusters Score -1.003017e+08 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 13551 members 
Mstep: Class 2 contains 27250 members 
Mstep: Class 3 contains 51060 members 
Mstep: Class 4 contains 8038 members 
Mstep: Class 5 contains 4274 members 
Mstep: Class 6 contains 3982 members 
Mstep: Class 7 contains 74545 members 
Mstep: Class 8 contains 21300 members 
Mstep: Class 9 contains 21411 members 
Mstep: Class 10 contains 33535 members 
Mstep: Class 11 contains 42794 members 
Mstep: Class 12 contains 12373 members 
Mstep: Class 13 contains 17265 members 
Mstep: Class 14 contains 17910 members 
Mstep: Class 15 contains 466 members 
Mstep: Class 16 contains 8570 members 
Mstep: Class 17 contains 6313 members 
Mstep: Class 18 contains 2836 members 
Mstep: Class 19 contains 3257 members 
Mstep: Class 20 contains 32181 members 
Mstep: Class 21 contains 36515 members 
Mstep: Class 22 contains 25858 members 
Mstep: Class 23 contains 4563 members 
Mstep: Class 24 contains 33597 members 
Mstep: Class 25 contains 2454 members 
Mstep: Class 26 contains 9758 members 
Mstep: Class 27 contains 4505 members 
Mstep: Class 28 contains 37538 members 
Mstep: Class 29 contains 4559 members 
Mstep: Class 30 contains 1815 members 
Mstep: Class 31 contains 3338 members 
Mstep: Class 32 contains 985 members 
Mstep: Class 33 contains 15799 members 
Mstep: Class 34 contains 2857 members 
Mstep: Class 35 contains 148274 members 
Mstep: Class 36 contains 11319 members 
Mstep: Class 37 contains 1739 members 
Mstep: Class 38 contains 22634 members 
Mstep: Class 39 contains 2365 members 
Mstep: Class 41 contains 11980 members 
Mstep: Class 42 contains 17681 members 
Mstep: Class 43 contains 12739 members 
Mstep: Class 44 contains 683 members 
Mstep: Class 45 contains 2162 members 
Mstep: Class 46 contains 1946 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100301744.000000 Penalty: 99580.367188
Iteration 116Q: 46 clusters Score -1.003017e+08 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 13550 members 
Mstep: Class 2 contains 27247 members 
Mstep: Class 3 contains 51025 members 
Mstep: Class 4 contains 8028 members 
Mstep: Class 5 contains 4292 members 
Mstep: Class 6 contains 3987 members 
Mstep: Class 7 contains 74550 members 
Mstep: Class 8 contains 21207 members 
Mstep: Class 9 contains 21416 members 
Mstep: Class 10 contains 33529 members 
Mstep: Class 11 contains 42853 members 
Mstep: Class 12 contains 12375 members 
Mstep: Class 13 contains 17276 members 
Mstep: Class 14 contains 17909 members 
Mstep: Class 15 contains 466 members 
Mstep: Class 16 contains 8568 members 
Mstep: Class 17 contains 6310 members 
Mstep: Class 18 contains 2834 members 
Mstep: Class 19 contains 3255 members 
Mstep: Class 20 contains 32195 members 
Mstep: Class 21 contains 36514 members 
Mstep: Class 22 contains 25863 members 
Mstep: Class 23 contains 4608 members 
Mstep: Class 24 contains 33601 members 
Mstep: Class 25 contains 2458 members 
Mstep: Class 26 contains 9762 members 
Mstep: Class 27 contains 4505 members 
Mstep: Class 28 contains 37554 members 
Mstep: Class 29 contains 4558 members 
Mstep: Class 30 contains 1815 members 
Mstep: Class 31 contains 3335 members 
Mstep: Class 32 contains 985 members 
Mstep: Class 33 contains 15799 members 
Mstep: Class 34 contains 2862 members 
Mstep: Class 35 contains 148258 members 
Mstep: Class 36 contains 11333 members 
Mstep: Class 37 contains 1743 members 
Mstep: Class 38 contains 22632 members 
Mstep: Class 39 contains 2370 members 
Mstep: Class 41 contains 11965 members 
Mstep: Class 42 contains 17650 members 
Mstep: Class 43 contains 12737 members 
Mstep: Class 44 contains 684 members 
Mstep: Class 45 contains 2165 members 
Mstep: Class 46 contains 1946 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100301648.000000 Penalty: 99580.367188
Iteration 117Q: 46 clusters Score -1.003016e+08 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 13549 members 
Mstep: Class 2 contains 27244 members 
Mstep: Class 3 contains 50996 members 
Mstep: Class 4 contains 8021 members 
Mstep: Class 5 contains 4303 members 
Mstep: Class 6 contains 3991 members 
Mstep: Class 7 contains 74558 members 
Mstep: Class 8 contains 21108 members 
Mstep: Class 9 contains 21419 members 
Mstep: Class 10 contains 33525 members 
Mstep: Class 11 contains 42910 members 
Mstep: Class 12 contains 12376 members 
Mstep: Class 13 contains 17279 members 
Mstep: Class 14 contains 17908 members 
Mstep: Class 15 contains 466 members 
Mstep: Class 16 contains 8566 members 
Mstep: Class 17 contains 6312 members 
Mstep: Class 18 contains 2835 members 
Mstep: Class 19 contains 3255 members 
Mstep: Class 20 contains 32205 members 
Mstep: Class 21 contains 36506 members 
Mstep: Class 22 contains 25846 members 
Mstep: Class 23 contains 4651 members 
Mstep: Class 24 contains 33612 members 
Mstep: Class 25 contains 2461 members 
Mstep: Class 26 contains 9767 members 
Mstep: Class 27 contains 4507 members 
Mstep: Class 28 contains 37573 members 
Mstep: Class 29 contains 4556 members 
Mstep: Class 30 contains 1815 members 
Mstep: Class 31 contains 3336 members 
Mstep: Class 32 contains 985 members 
Mstep: Class 33 contains 15797 members 
Mstep: Class 34 contains 2869 members 
Mstep: Class 35 contains 148248 members 
Mstep: Class 36 contains 11353 members 
Mstep: Class 37 contains 1744 members 
Mstep: Class 38 contains 22630 members 
Mstep: Class 39 contains 2372 members 
Mstep: Class 41 contains 11958 members 
Mstep: Class 42 contains 17630 members 
Mstep: Class 43 contains 12736 members 
Mstep: Class 44 contains 685 members 
Mstep: Class 45 contains 2165 members 
Mstep: Class 46 contains 1946 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100301792.000000 Penalty: 99580.367188
Iteration 118Q: 46 clusters Score -1.003018e+08 nChanged 419
Entering ConstructFrom: 
Score: -100301792.000000 Penalty: 99580.367188
Entering ConstructFrom: 
Trying to split cluster 1 (13549 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13549 members 
Entering Unmasked Estep 
Score: -1718554.750000 Penalty: 1546.036011
	Iteration 0F: 2 clusters Score -1718555 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6714 members 
Mstep: Class 2 contains 6835 members 
Entering Unmasked Estep 
Score: -1709008.750000 Penalty: 3092.072021
	Iteration 0F: 3 clusters Score -1709009 nChanged 5994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6354 members 
Mstep: Class 2 contains 7195 members 
Entering Unmasked Estep 
Score: -1712372.500000 Penalty: 3092.072021
	Iteration 1F: 3 clusters Score -1712372 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6011 members 
Mstep: Class 2 contains 7538 members 
Entering Unmasked Estep 
Score: -1712929.250000 Penalty: 3092.072021
	Iteration 2F: 3 clusters Score -1712929 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5498 members 
Mstep: Class 2 contains 8051 members 
Entering Unmasked Estep 
Score: -1713668.375000 Penalty: 3092.072021
	Iteration 3F: 3 clusters Score -1713668 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 8765 members 
Entering Unmasked Estep 
Score: -1714622.125000 Penalty: 3092.072021
	Iteration 4F: 3 clusters Score -1714622 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 9465 members 
Entering Unmasked Estep 
Score: -1715595.000000 Penalty: 3092.072021
	Iteration 5F: 3 clusters Score -1715595 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 10060 members 
Entering Unmasked Estep 
Score: -1716338.625000 Penalty: 3092.072021
	Iteration 6F: 3 clusters Score -1716339 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 10533 members 
Entering Unmasked Estep 
Score: -1716785.625000 Penalty: 3092.072021
	Iteration 7F: 3 clusters Score -1716786 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 10866 members 
Entering Unmasked Estep 
Score: -1717019.625000 Penalty: 3092.072021
	Iteration 8Q: 3 clusters Score -1717020 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 11118 members 
Entering Unmasked Estep 
Score: -1717156.250000 Penalty: 3092.072021
	Iteration 9Q: 3 clusters Score -1717156 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 11304 members 
Entering Unmasked Estep 
Score: -1717241.625000 Penalty: 3092.072021
	Iteration 10Q: 3 clusters Score -1717242 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 11453 members 
Entering Unmasked Estep 
Score: -1717299.375000 Penalty: 3092.072021
	Iteration 11Q: 3 clusters Score -1717299 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 11561 members 
Entering Unmasked Estep 
Score: -1717330.750000 Penalty: 3092.072021
	Iteration 12Q: 3 clusters Score -1717331 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 11659 members 
Entering Unmasked Estep 
Score: -1717362.875000 Penalty: 3092.072021
	Iteration 13Q: 3 clusters Score -1717363 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 11746 members 
Entering Unmasked Estep 
Score: -1717384.500000 Penalty: 3092.072021
	Iteration 14Q: 3 clusters Score -1717384 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 11827 members 
Entering Unmasked Estep 
Score: -1717410.875000 Penalty: 3092.072021
	Iteration 15Q: 3 clusters Score -1717411 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 11899 members 
Entering Unmasked Estep 
Score: -1717431.125000 Penalty: 3092.072021
	Iteration 16Q: 3 clusters Score -1717431 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 11963 members 
Entering Unmasked Estep 
Score: -1717448.125000 Penalty: 3092.072021
	Iteration 17Q: 3 clusters Score -1717448 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 12017 members 
Entering Unmasked Estep 
Score: -1717462.250000 Penalty: 3092.072021
	Iteration 18Q: 3 clusters Score -1717462 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 12051 members 
Entering Unmasked Estep 
Score: -1717474.750000 Penalty: 3092.072021
	Iteration 19Q: 3 clusters Score -1717475 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 12082 members 
Entering Unmasked Estep 
Score: -1717479.875000 Penalty: 3092.072021
	Iteration 20F: 3 clusters Score -1717480 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 12116 members 
Entering Unmasked Estep 
Score: -1717495.500000 Penalty: 3092.072021
	Iteration 21Q: 3 clusters Score -1717496 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 12159 members 
Entering Unmasked Estep 
Score: -1717509.750000 Penalty: 3092.072021
	Iteration 22Q: 3 clusters Score -1717510 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 12206 members 
Entering Unmasked Estep 
Score: -1717523.750000 Penalty: 3092.072021
	Iteration 23Q: 3 clusters Score -1717524 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 12246 members 
Entering Unmasked Estep 
Score: -1717531.750000 Penalty: 3092.072021
	Iteration 24Q: 3 clusters Score -1717532 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 12278 members 
Entering Unmasked Estep 
Score: -1717535.250000 Penalty: 3092.072021
	Iteration 25Q: 3 clusters Score -1717535 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 12308 members 
Entering Unmasked Estep 
Score: -1717542.625000 Penalty: 3092.072021
	Iteration 26Q: 3 clusters Score -1717543 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 12330 members 
Entering Unmasked Estep 
Score: -1717553.500000 Penalty: 3092.072021
	Iteration 27Q: 3 clusters Score -1717554 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 12351 members 
Entering Unmasked Estep 
Score: -1717557.000000 Penalty: 3092.072021
	Iteration 28Q: 3 clusters Score -1717557 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 12378 members 
Entering Unmasked Estep 
Score: -1717558.625000 Penalty: 3092.072021
	Iteration 29Q: 3 clusters Score -1717559 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 12403 members 
Entering Unmasked Estep 
Score: -1717567.375000 Penalty: 3092.072021
	Iteration 30Q: 3 clusters Score -1717567 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 12423 members 
Entering Unmasked Estep 
Score: -1717576.625000 Penalty: 3092.072021
	Iteration 31Q: 3 clusters Score -1717577 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 12438 members 
Entering Unmasked Estep 
Score: -1717582.875000 Penalty: 3092.072021
	Iteration 32Q: 3 clusters Score -1717583 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 12455 members 
Entering Unmasked Estep 
Score: -1717584.500000 Penalty: 3092.072021
	Iteration 33Q: 3 clusters Score -1717584 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 12459 members 
Entering Unmasked Estep 
Score: -1717586.500000 Penalty: 3092.072021
	Iteration 34Q: 3 clusters Score -1717586 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 12463 members 
Entering Unmasked Estep 
Score: -1717586.625000 Penalty: 3092.072021
	Iteration 35Q: 3 clusters Score -1717587 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 12472 members 
Entering Unmasked Estep 
Score: -1717592.375000 Penalty: 3092.072021
	Iteration 36Q: 3 clusters Score -1717592 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 12484 members 
Entering Unmasked Estep 
Score: -1717592.750000 Penalty: 3092.072021
	Iteration 37Q: 3 clusters Score -1717593 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 12492 members 
Entering Unmasked Estep 
Score: -1717598.125000 Penalty: 3092.072021
	Iteration 38Q: 3 clusters Score -1717598 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 12501 members 
Entering Unmasked Estep 
Score: -1717597.000000 Penalty: 3092.072021
	Iteration 39Q: 3 clusters Score -1717597 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 12508 members 
Entering Unmasked Estep 
Score: -1717597.250000 Penalty: 3092.072021
	Iteration 40F: 3 clusters Score -1717597 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 12512 members 
Entering Unmasked Estep 
Score: -1717598.625000 Penalty: 3092.072021
	Iteration 41Q: 3 clusters Score -1717599 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 12516 members 
Entering Unmasked Estep 
Score: -1717599.125000 Penalty: 3092.072021
	Iteration 42Q: 3 clusters Score -1717599 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 12519 members 
Entering Unmasked Estep 
Score: -1717600.500000 Penalty: 3092.072021
	Iteration 43Q: 3 clusters Score -1717600 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 12521 members 
Entering Unmasked Estep 
Score: -1717602.375000 Penalty: 3092.072021
	Iteration 44Q: 3 clusters Score -1717602 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 12521 members 
Entering Unmasked Estep 
Score: -1717602.375000 Penalty: 3092.072021
	Iteration 45F: 3 clusters Score -1717602 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (27246 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27246 members 
Entering Unmasked Estep 
Score: -3490781.750000 Penalty: 1659.557495
	Iteration 0F: 2 clusters Score -3490782 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13608 members 
Mstep: Class 2 contains 13638 members 
Entering Unmasked Estep 
Score: -3472387.250000 Penalty: 3319.114990
	Iteration 0F: 3 clusters Score -3472387 nChanged 12601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13341 members 
Mstep: Class 2 contains 13905 members 
Entering Unmasked Estep 
Score: -3479521.000000 Penalty: 3319.114990
	Iteration 1F: 3 clusters Score -3479521 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13176 members 
Mstep: Class 2 contains 14070 members 
Entering Unmasked Estep 
Score: -3480020.000000 Penalty: 3319.114990
	Iteration 2Q: 3 clusters Score -3480020 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12874 members 
Mstep: Class 2 contains 14372 members 
Entering Unmasked Estep 
Score: -3480499.000000 Penalty: 3319.114990
	Iteration 3Q: 3 clusters Score -3480499 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12495 members 
Mstep: Class 2 contains 14751 members 
Entering Unmasked Estep 
Score: -3480994.750000 Penalty: 3319.114990
	Iteration 4Q: 3 clusters Score -3480995 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11971 members 
Mstep: Class 2 contains 15275 members 
Entering Unmasked Estep 
Score: -3481538.750000 Penalty: 3319.114990
	Iteration 5Q: 3 clusters Score -3481539 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11309 members 
Mstep: Class 2 contains 15937 members 
Entering Unmasked Estep 
Score: -3482158.500000 Penalty: 3319.114990
	Iteration 6Q: 3 clusters Score -3482158 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10551 members 
Mstep: Class 2 contains 16695 members 
Entering Unmasked Estep 
Score: -3482813.250000 Penalty: 3319.114990
	Iteration 7Q: 3 clusters Score -3482813 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9680 members 
Mstep: Class 2 contains 17566 members 
Entering Unmasked Estep 
Score: -3483472.250000 Penalty: 3319.114990
	Iteration 8Q: 3 clusters Score -3483472 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8730 members 
Mstep: Class 2 contains 18516 members 
Entering Unmasked Estep 
Score: -3484198.000000 Penalty: 3319.114990
	Iteration 9Q: 3 clusters Score -3484198 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7782 members 
Mstep: Class 2 contains 19464 members 
Entering Unmasked Estep 
Score: -3484946.000000 Penalty: 3319.114990
	Iteration 10Q: 3 clusters Score -3484946 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6900 members 
Mstep: Class 2 contains 20346 members 
Entering Unmasked Estep 
Score: -3485722.750000 Penalty: 3319.114990
	Iteration 11Q: 3 clusters Score -3485723 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6153 members 
Mstep: Class 2 contains 21093 members 
Entering Unmasked Estep 
Score: -3486422.250000 Penalty: 3319.114990
	Iteration 12Q: 3 clusters Score -3486422 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5514 members 
Mstep: Class 2 contains 21732 members 
Entering Unmasked Estep 
Score: -3487106.250000 Penalty: 3319.114990
	Iteration 13Q: 3 clusters Score -3487106 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5013 members 
Mstep: Class 2 contains 22233 members 
Entering Unmasked Estep 
Score: -3487905.500000 Penalty: 3319.114990
	Iteration 14Q: 3 clusters Score -3487906 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 22628 members 
Entering Unmasked Estep 
Score: -3488720.500000 Penalty: 3319.114990
	Iteration 15Q: 3 clusters Score -3488720 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 22836 members 
Entering Unmasked Estep 
Score: -3489092.250000 Penalty: 3319.114990
	Iteration 16Q: 3 clusters Score -3489092 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 22948 members 
Entering Unmasked Estep 
Score: -3489224.000000 Penalty: 3319.114990
	Iteration 17Q: 3 clusters Score -3489224 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 23035 members 
Entering Unmasked Estep 
Score: -3489302.750000 Penalty: 3319.114990
	Iteration 18Q: 3 clusters Score -3489303 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 23129 members 
Entering Unmasked Estep 
Score: -3489348.750000 Penalty: 3319.114990
	Iteration 19Q: 3 clusters Score -3489349 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 23194 members 
Entering Unmasked Estep 
Score: -3489388.250000 Penalty: 3319.114990
	Iteration 20F: 3 clusters Score -3489388 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 23244 members 
Entering Unmasked Estep 
Score: -3489416.750000 Penalty: 3319.114990
	Iteration 21Q: 3 clusters Score -3489417 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 23284 members 
Entering Unmasked Estep 
Score: -3489439.250000 Penalty: 3319.114990
	Iteration 22Q: 3 clusters Score -3489439 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 23309 members 
Entering Unmasked Estep 
Score: -3489461.000000 Penalty: 3319.114990
	Iteration 23Q: 3 clusters Score -3489461 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 23329 members 
Entering Unmasked Estep 
Score: -3489480.500000 Penalty: 3319.114990
	Iteration 24Q: 3 clusters Score -3489480 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 23338 members 
Entering Unmasked Estep 
Score: -3489495.500000 Penalty: 3319.114990
	Iteration 25Q: 3 clusters Score -3489496 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 23342 members 
Entering Unmasked Estep 
Score: -3489491.500000 Penalty: 3319.114990
	Iteration 26Q: 3 clusters Score -3489492 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 23352 members 
Entering Unmasked Estep 
Score: -3489494.500000 Penalty: 3319.114990
	Iteration 27Q: 3 clusters Score -3489494 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 23369 members 
Entering Unmasked Estep 
Score: -3489494.000000 Penalty: 3319.114990
	Iteration 28Q: 3 clusters Score -3489494 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 23382 members 
Entering Unmasked Estep 
Score: -3489495.250000 Penalty: 3319.114990
	Iteration 29Q: 3 clusters Score -3489495 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 23397 members 
Entering Unmasked Estep 
Score: -3489505.000000 Penalty: 3319.114990
	Iteration 30Q: 3 clusters Score -3489505 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 23406 members 
Entering Unmasked Estep 
Score: -3489503.250000 Penalty: 3319.114990
	Iteration 31Q: 3 clusters Score -3489503 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 23415 members 
Entering Unmasked Estep 
Score: -3489514.000000 Penalty: 3319.114990
	Iteration 32Q: 3 clusters Score -3489514 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 23421 members 
Entering Unmasked Estep 
Score: -3489514.500000 Penalty: 3319.114990
	Iteration 33Q: 3 clusters Score -3489514 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 23425 members 
Entering Unmasked Estep 
Score: -3489516.000000 Penalty: 3319.114990
	Iteration 34Q: 3 clusters Score -3489516 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 23430 members 
Entering Unmasked Estep 
Score: -3489516.250000 Penalty: 3319.114990
	Iteration 35Q: 3 clusters Score -3489516 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 23435 members 
Entering Unmasked Estep 
Score: -3489518.750000 Penalty: 3319.114990
	Iteration 36Q: 3 clusters Score -3489519 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 23440 members 
Entering Unmasked Estep 
Score: -3489520.000000 Penalty: 3319.114990
	Iteration 37Q: 3 clusters Score -3489520 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 23450 members 
Entering Unmasked Estep 
Score: -3489526.250000 Penalty: 3319.114990
	Iteration 38Q: 3 clusters Score -3489526 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 23457 members 
Entering Unmasked Estep 
Score: -3489531.000000 Penalty: 3319.114990
	Iteration 39Q: 3 clusters Score -3489531 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 23462 members 
Entering Unmasked Estep 
Score: -3489528.250000 Penalty: 3319.114990
	Iteration 40F: 3 clusters Score -3489528 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 23466 members 
Entering Unmasked Estep 
Score: -3489529.250000 Penalty: 3319.114990
	Iteration 41Q: 3 clusters Score -3489529 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 23469 members 
Entering Unmasked Estep 
Score: -3489525.250000 Penalty: 3319.114990
	Iteration 42Q: 3 clusters Score -3489525 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 23474 members 
Entering Unmasked Estep 
Score: -3489524.000000 Penalty: 3319.114990
	Iteration 43Q: 3 clusters Score -3489524 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 23480 members 
Entering Unmasked Estep 
Score: -3489521.500000 Penalty: 3319.114990
	Iteration 44Q: 3 clusters Score -3489522 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 23483 members 
Entering Unmasked Estep 
Score: -3489523.000000 Penalty: 3319.114990
	Iteration 45Q: 3 clusters Score -3489523 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 23486 members 
Entering Unmasked Estep 
Score: -3489524.500000 Penalty: 3319.114990
	Iteration 46Q: 3 clusters Score -3489524 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 23493 members 
Entering Unmasked Estep 
Score: -3489527.500000 Penalty: 3319.114990
	Iteration 47Q: 3 clusters Score -3489528 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 23494 members 
Entering Unmasked Estep 
Score: -3489532.250000 Penalty: 3319.114990
	Iteration 48Q: 3 clusters Score -3489532 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 23497 members 
Entering Unmasked Estep 
Score: -3489534.250000 Penalty: 3319.114990
	Iteration 49Q: 3 clusters Score -3489534 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 23498 members 
Entering Unmasked Estep 
Score: -3489536.750000 Penalty: 3319.114990
	Iteration 50Q: 3 clusters Score -3489537 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 23500 members 
Entering Unmasked Estep 
Score: -3489538.250000 Penalty: 3319.114990
	Iteration 51Q: 3 clusters Score -3489538 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 23500 members 
Entering Unmasked Estep 
Score: -3489538.250000 Penalty: 3319.114990
	Iteration 52Q: 3 clusters Score -3489538 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 23504 members 
Entering Unmasked Estep 
Score: -3489536.250000 Penalty: 3319.114990
	Iteration 53Q: 3 clusters Score -3489536 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 23504 members 
Entering Unmasked Estep 
Score: -3489538.250000 Penalty: 3319.114990
	Iteration 54Q: 3 clusters Score -3489538 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 23509 members 
Entering Unmasked Estep 
Score: -3489532.500000 Penalty: 3319.114990
	Iteration 55Q: 3 clusters Score -3489532 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 23511 members 
Entering Unmasked Estep 
Score: -3489532.250000 Penalty: 3319.114990
	Iteration 56Q: 3 clusters Score -3489532 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 23510 members 
Entering Unmasked Estep 
Score: -3489534.500000 Penalty: 3319.114990
	Iteration 57Q: 3 clusters Score -3489534 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 23510 members 
Entering Unmasked Estep 
Score: -3489530.000000 Penalty: 3319.114990
	Iteration 58Q: 3 clusters Score -3489530 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 23510 members 
Entering Unmasked Estep 
Score: -3489526.250000 Penalty: 3319.114990
	Iteration 59Q: 3 clusters Score -3489526 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 23510 members 
Entering Unmasked Estep 
Score: -3489526.250000 Penalty: 3319.114990
	Iteration 60F: 3 clusters Score -3489526 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (50977 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50977 members 
Entering Unmasked Estep 
Score: -6426207.500000 Penalty: 1761.358521
	Iteration 0F: 2 clusters Score -6426208 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25431 members 
Mstep: Class 2 contains 25546 members 
Entering Unmasked Estep 
Score: -6392046.000000 Penalty: 3522.717041
	Iteration 0F: 3 clusters Score -6392046 nChanged 24091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24610 members 
Mstep: Class 2 contains 26367 members 
Entering Unmasked Estep 
Score: -6405556.500000 Penalty: 3522.717041
	Iteration 1F: 3 clusters Score -6405556 nChanged 1851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24083 members 
Mstep: Class 2 contains 26894 members 
Entering Unmasked Estep 
Score: -6406063.500000 Penalty: 3522.717041
	Iteration 2Q: 3 clusters Score -6406064 nChanged 2011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23198 members 
Mstep: Class 2 contains 27779 members 
Entering Unmasked Estep 
Score: -6406715.000000 Penalty: 3522.717041
	Iteration 3Q: 3 clusters Score -6406715 nChanged 2367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21825 members 
Mstep: Class 2 contains 29152 members 
Entering Unmasked Estep 
Score: -6407799.500000 Penalty: 3522.717041
	Iteration 4Q: 3 clusters Score -6407800 nChanged 2894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19915 members 
Mstep: Class 2 contains 31062 members 
Entering Unmasked Estep 
Score: -6409312.000000 Penalty: 3522.717041
	Iteration 5F: 3 clusters Score -6409312 nChanged 3363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17378 members 
Mstep: Class 2 contains 33599 members 
Entering Unmasked Estep 
Score: -6411486.500000 Penalty: 3522.717041
	Iteration 6F: 3 clusters Score -6411486 nChanged 3654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14406 members 
Mstep: Class 2 contains 36571 members 
Entering Unmasked Estep 
Score: -6414292.500000 Penalty: 3522.717041
	Iteration 7F: 3 clusters Score -6414292 nChanged 3451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11465 members 
Mstep: Class 2 contains 39512 members 
Entering Unmasked Estep 
Score: -6417392.000000 Penalty: 3522.717041
	Iteration 8F: 3 clusters Score -6417392 nChanged 2789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9040 members 
Mstep: Class 2 contains 41937 members 
Entering Unmasked Estep 
Score: -6419976.000000 Penalty: 3522.717041
	Iteration 9F: 3 clusters Score -6419976 nChanged 1960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7420 members 
Mstep: Class 2 contains 43557 members 
Entering Unmasked Estep 
Score: -6421734.000000 Penalty: 3522.717041
	Iteration 10Q: 3 clusters Score -6421734 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6371 members 
Mstep: Class 2 contains 44606 members 
Entering Unmasked Estep 
Score: -6422783.500000 Penalty: 3522.717041
	Iteration 11Q: 3 clusters Score -6422784 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5635 members 
Mstep: Class 2 contains 45342 members 
Entering Unmasked Estep 
Score: -6423409.000000 Penalty: 3522.717041
	Iteration 12Q: 3 clusters Score -6423409 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 45903 members 
Entering Unmasked Estep 
Score: -6423780.500000 Penalty: 3522.717041
	Iteration 13Q: 3 clusters Score -6423780 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 46359 members 
Entering Unmasked Estep 
Score: -6424075.500000 Penalty: 3522.717041
	Iteration 14Q: 3 clusters Score -6424076 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 46718 members 
Entering Unmasked Estep 
Score: -6424300.000000 Penalty: 3522.717041
	Iteration 15Q: 3 clusters Score -6424300 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 47007 members 
Entering Unmasked Estep 
Score: -6424449.500000 Penalty: 3522.717041
	Iteration 16Q: 3 clusters Score -6424450 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 47237 members 
Entering Unmasked Estep 
Score: -6424571.000000 Penalty: 3522.717041
	Iteration 17Q: 3 clusters Score -6424571 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 47421 members 
Entering Unmasked Estep 
Score: -6424636.500000 Penalty: 3522.717041
	Iteration 18Q: 3 clusters Score -6424636 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 47586 members 
Entering Unmasked Estep 
Score: -6424683.000000 Penalty: 3522.717041
	Iteration 19Q: 3 clusters Score -6424683 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 47718 members 
Entering Unmasked Estep 
Score: -6424695.000000 Penalty: 3522.717041
	Iteration 20F: 3 clusters Score -6424695 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 47833 members 
Entering Unmasked Estep 
Score: -6424731.500000 Penalty: 3522.717041
	Iteration 21Q: 3 clusters Score -6424732 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 47962 members 
Entering Unmasked Estep 
Score: -6424775.500000 Penalty: 3522.717041
	Iteration 22Q: 3 clusters Score -6424776 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 48049 members 
Entering Unmasked Estep 
Score: -6424815.500000 Penalty: 3522.717041
	Iteration 23Q: 3 clusters Score -6424816 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 48130 members 
Entering Unmasked Estep 
Score: -6424816.500000 Penalty: 3522.717041
	Iteration 24Q: 3 clusters Score -6424816 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 48191 members 
Entering Unmasked Estep 
Score: -6424830.000000 Penalty: 3522.717041
	Iteration 25Q: 3 clusters Score -6424830 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 48244 members 
Entering Unmasked Estep 
Score: -6424841.500000 Penalty: 3522.717041
	Iteration 26Q: 3 clusters Score -6424842 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 48300 members 
Entering Unmasked Estep 
Score: -6424881.500000 Penalty: 3522.717041
	Iteration 27Q: 3 clusters Score -6424882 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 48339 members 
Entering Unmasked Estep 
Score: -6424881.500000 Penalty: 3522.717041
	Iteration 28Q: 3 clusters Score -6424882 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 48375 members 
Entering Unmasked Estep 
Score: -6424884.000000 Penalty: 3522.717041
	Iteration 29Q: 3 clusters Score -6424884 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 48414 members 
Entering Unmasked Estep 
Score: -6424891.500000 Penalty: 3522.717041
	Iteration 30Q: 3 clusters Score -6424892 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 48461 members 
Entering Unmasked Estep 
Score: -6424898.500000 Penalty: 3522.717041
	Iteration 31Q: 3 clusters Score -6424898 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 48512 members 
Entering Unmasked Estep 
Score: -6424910.000000 Penalty: 3522.717041
	Iteration 32Q: 3 clusters Score -6424910 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 48567 members 
Entering Unmasked Estep 
Score: -6424922.000000 Penalty: 3522.717041
	Iteration 33Q: 3 clusters Score -6424922 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 48619 members 
Entering Unmasked Estep 
Score: -6424937.000000 Penalty: 3522.717041
	Iteration 34Q: 3 clusters Score -6424937 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 48664 members 
Entering Unmasked Estep 
Score: -6424933.500000 Penalty: 3522.717041
	Iteration 35Q: 3 clusters Score -6424934 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 48712 members 
Entering Unmasked Estep 
Score: -6424956.500000 Penalty: 3522.717041
	Iteration 36Q: 3 clusters Score -6424956 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 48763 members 
Entering Unmasked Estep 
Score: -6424950.500000 Penalty: 3522.717041
	Iteration 37Q: 3 clusters Score -6424950 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 48805 members 
Entering Unmasked Estep 
Score: -6424970.000000 Penalty: 3522.717041
	Iteration 38Q: 3 clusters Score -6424970 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 48847 members 
Entering Unmasked Estep 
Score: -6424982.500000 Penalty: 3522.717041
	Iteration 39Q: 3 clusters Score -6424982 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 48878 members 
Entering Unmasked Estep 
Score: -6424988.500000 Penalty: 3522.717041
	Iteration 40F: 3 clusters Score -6424988 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 48911 members 
Entering Unmasked Estep 
Score: -6424992.000000 Penalty: 3522.717041
	Iteration 41Q: 3 clusters Score -6424992 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 48954 members 
Entering Unmasked Estep 
Score: -6425006.500000 Penalty: 3522.717041
	Iteration 42Q: 3 clusters Score -6425006 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 48990 members 
Entering Unmasked Estep 
Score: -6425025.500000 Penalty: 3522.717041
	Iteration 43Q: 3 clusters Score -6425026 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 49025 members 
Entering Unmasked Estep 
Score: -6425029.000000 Penalty: 3522.717041
	Iteration 44Q: 3 clusters Score -6425029 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 49064 members 
Entering Unmasked Estep 
Score: -6425038.500000 Penalty: 3522.717041
	Iteration 45Q: 3 clusters Score -6425038 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 49102 members 
Entering Unmasked Estep 
Score: -6425033.500000 Penalty: 3522.717041
	Iteration 46Q: 3 clusters Score -6425034 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 49140 members 
Entering Unmasked Estep 
Score: -6425043.000000 Penalty: 3522.717041
	Iteration 47Q: 3 clusters Score -6425043 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 49172 members 
Entering Unmasked Estep 
Score: -6425054.500000 Penalty: 3522.717041
	Iteration 48Q: 3 clusters Score -6425054 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 49192 members 
Entering Unmasked Estep 
Score: -6425055.500000 Penalty: 3522.717041
	Iteration 49Q: 3 clusters Score -6425056 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 49212 members 
Entering Unmasked Estep 
Score: -6425049.500000 Penalty: 3522.717041
	Iteration 50Q: 3 clusters Score -6425050 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 49227 members 
Entering Unmasked Estep 
Score: -6425055.500000 Penalty: 3522.717041
	Iteration 51Q: 3 clusters Score -6425056 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 49239 members 
Entering Unmasked Estep 
Score: -6425063.000000 Penalty: 3522.717041
	Iteration 52Q: 3 clusters Score -6425063 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 49250 members 
Entering Unmasked Estep 
Score: -6425065.500000 Penalty: 3522.717041
	Iteration 53Q: 3 clusters Score -6425066 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 49261 members 
Entering Unmasked Estep 
Score: -6425069.500000 Penalty: 3522.717041
	Iteration 54Q: 3 clusters Score -6425070 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 49272 members 
Entering Unmasked Estep 
Score: -6425081.000000 Penalty: 3522.717041
	Iteration 55Q: 3 clusters Score -6425081 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 49284 members 
Entering Unmasked Estep 
Score: -6425088.000000 Penalty: 3522.717041
	Iteration 56Q: 3 clusters Score -6425088 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 49298 members 
Entering Unmasked Estep 
Score: -6425086.500000 Penalty: 3522.717041
	Iteration 57Q: 3 clusters Score -6425086 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 49305 members 
Entering Unmasked Estep 
Score: -6425087.500000 Penalty: 3522.717041
	Iteration 58Q: 3 clusters Score -6425088 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 49312 members 
Entering Unmasked Estep 
Score: -6425091.000000 Penalty: 3522.717041
	Iteration 59Q: 3 clusters Score -6425091 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 49320 members 
Entering Unmasked Estep 
Score: -6425092.500000 Penalty: 3522.717041
	Iteration 60F: 3 clusters Score -6425092 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 49329 members 
Entering Unmasked Estep 
Score: -6425101.000000 Penalty: 3522.717041
	Iteration 61Q: 3 clusters Score -6425101 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 49334 members 
Entering Unmasked Estep 
Score: -6425099.000000 Penalty: 3522.717041
	Iteration 62Q: 3 clusters Score -6425099 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 49340 members 
Entering Unmasked Estep 
Score: -6425098.500000 Penalty: 3522.717041
	Iteration 63Q: 3 clusters Score -6425098 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 49342 members 
Entering Unmasked Estep 
Score: -6425097.000000 Penalty: 3522.717041
	Iteration 64Q: 3 clusters Score -6425097 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 49345 members 
Entering Unmasked Estep 
Score: -6425100.500000 Penalty: 3522.717041
	Iteration 65Q: 3 clusters Score -6425100 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 49347 members 
Entering Unmasked Estep 
Score: -6425095.500000 Penalty: 3522.717041
	Iteration 66Q: 3 clusters Score -6425096 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 49353 members 
Entering Unmasked Estep 
Score: -6425099.000000 Penalty: 3522.717041
	Iteration 67Q: 3 clusters Score -6425099 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 49356 members 
Entering Unmasked Estep 
Score: -6425105.000000 Penalty: 3522.717041
	Iteration 68Q: 3 clusters Score -6425105 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 49358 members 
Entering Unmasked Estep 
Score: -6425099.000000 Penalty: 3522.717041
	Iteration 69Q: 3 clusters Score -6425099 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 49360 members 
Entering Unmasked Estep 
Score: -6425107.000000 Penalty: 3522.717041
	Iteration 70Q: 3 clusters Score -6425107 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 49364 members 
Entering Unmasked Estep 
Score: -6425107.500000 Penalty: 3522.717041
	Iteration 71Q: 3 clusters Score -6425108 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 49366 members 
Entering Unmasked Estep 
Score: -6425112.000000 Penalty: 3522.717041
	Iteration 72Q: 3 clusters Score -6425112 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 49368 members 
Entering Unmasked Estep 
Score: -6425107.500000 Penalty: 3522.717041
	Iteration 73Q: 3 clusters Score -6425108 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 49371 members 
Entering Unmasked Estep 
Score: -6425106.500000 Penalty: 3522.717041
	Iteration 74Q: 3 clusters Score -6425106 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 49373 members 
Entering Unmasked Estep 
Score: -6425106.500000 Penalty: 3522.717041
	Iteration 75Q: 3 clusters Score -6425106 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 49374 members 
Entering Unmasked Estep 
Score: -6425106.000000 Penalty: 3522.717041
	Iteration 76Q: 3 clusters Score -6425106 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 49374 members 
Entering Unmasked Estep 
Score: -6425106.000000 Penalty: 3522.717041
	Iteration 77F: 3 clusters Score -6425106 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (8012 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8012 members 
Entering Unmasked Estep 
Score: -1010951.250000 Penalty: 1460.663086
	Iteration 0F: 2 clusters Score -1010951 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -1005082.937500 Penalty: 2921.326172
	Iteration 0F: 3 clusters Score -1005083 nChanged 3366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -1007013.312500 Penalty: 2921.326172
	Iteration 1F: 3 clusters Score -1007013 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -1007469.500000 Penalty: 2921.326172
	Iteration 2F: 3 clusters Score -1007470 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -1007959.437500 Penalty: 2921.326172
	Iteration 3F: 3 clusters Score -1007959 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5439 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -1008438.187500 Penalty: 2921.326172
	Iteration 4F: 3 clusters Score -1008438 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5780 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -1008813.562500 Penalty: 2921.326172
	Iteration 5F: 3 clusters Score -1008814 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6081 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -1009084.312500 Penalty: 2921.326172
	Iteration 6F: 3 clusters Score -1009084 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6290 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -1009250.750000 Penalty: 2921.326172
	Iteration 7Q: 3 clusters Score -1009251 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6452 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -1009355.000000 Penalty: 2921.326172
	Iteration 8Q: 3 clusters Score -1009355 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6590 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -1009435.625000 Penalty: 2921.326172
	Iteration 9Q: 3 clusters Score -1009436 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6693 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -1009484.937500 Penalty: 2921.326172
	Iteration 10Q: 3 clusters Score -1009485 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6769 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -1009515.875000 Penalty: 2921.326172
	Iteration 11Q: 3 clusters Score -1009516 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6824 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -1009535.000000 Penalty: 2921.326172
	Iteration 12Q: 3 clusters Score -1009535 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6879 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -1009560.750000 Penalty: 2921.326172
	Iteration 13Q: 3 clusters Score -1009561 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6917 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -1009574.687500 Penalty: 2921.326172
	Iteration 14Q: 3 clusters Score -1009575 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6953 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -1009590.187500 Penalty: 2921.326172
	Iteration 15Q: 3 clusters Score -1009590 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6985 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -1009603.000000 Penalty: 2921.326172
	Iteration 16Q: 3 clusters Score -1009603 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7012 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -1009613.625000 Penalty: 2921.326172
	Iteration 17Q: 3 clusters Score -1009614 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7034 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -1009626.750000 Penalty: 2921.326172
	Iteration 18Q: 3 clusters Score -1009627 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7065 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -1009640.250000 Penalty: 2921.326172
	Iteration 19Q: 3 clusters Score -1009640 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7099 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -1009659.937500 Penalty: 2921.326172
	Iteration 20F: 3 clusters Score -1009660 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7141 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -1009684.500000 Penalty: 2921.326172
	Iteration 21Q: 3 clusters Score -1009684 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7178 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -1009701.000000 Penalty: 2921.326172
	Iteration 22Q: 3 clusters Score -1009701 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7206 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -1009712.312500 Penalty: 2921.326172
	Iteration 23Q: 3 clusters Score -1009712 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7234 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -1009733.250000 Penalty: 2921.326172
	Iteration 24Q: 3 clusters Score -1009733 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7256 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -1009751.812500 Penalty: 2921.326172
	Iteration 25Q: 3 clusters Score -1009752 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7283 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -1009777.437500 Penalty: 2921.326172
	Iteration 26Q: 3 clusters Score -1009777 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7314 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -1009808.062500 Penalty: 2921.326172
	Iteration 27Q: 3 clusters Score -1009808 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7344 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -1009838.812500 Penalty: 2921.326172
	Iteration 28Q: 3 clusters Score -1009839 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7360 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -1009860.187500 Penalty: 2921.326172
	Iteration 29Q: 3 clusters Score -1009860 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7382 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -1009884.625000 Penalty: 2921.326172
	Iteration 30Q: 3 clusters Score -1009885 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7395 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -1009906.562500 Penalty: 2921.326172
	Iteration 31Q: 3 clusters Score -1009907 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7411 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -1009933.687500 Penalty: 2921.326172
	Iteration 32Q: 3 clusters Score -1009934 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7408 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -1009950.562500 Penalty: 2921.326172
	Iteration 33Q: 3 clusters Score -1009951 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7405 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -1009967.000000 Penalty: 2921.326172
	Iteration 34Q: 3 clusters Score -1009967 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7397 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -1009977.812500 Penalty: 2921.326172
	Iteration 35Q: 3 clusters Score -1009978 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7388 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -1009989.812500 Penalty: 2921.326172
	Iteration 36Q: 3 clusters Score -1009990 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7384 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -1009992.437500 Penalty: 2921.326172
	Iteration 37Q: 3 clusters Score -1009992 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7376 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -1009999.000000 Penalty: 2921.326172
	Iteration 38Q: 3 clusters Score -1009999 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7377 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -1010005.312500 Penalty: 2921.326172
	Iteration 39Q: 3 clusters Score -1010005 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7376 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -1010007.937500 Penalty: 2921.326172
	Iteration 40F: 3 clusters Score -1010008 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7377 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -1010012.937500 Penalty: 2921.326172
	Iteration 41Q: 3 clusters Score -1010013 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7376 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -1010016.000000 Penalty: 2921.326172
	Iteration 42Q: 3 clusters Score -1010016 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7375 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -1010021.000000 Penalty: 2921.326172
	Iteration 43Q: 3 clusters Score -1010021 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7371 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -1010023.437500 Penalty: 2921.326172
	Iteration 44Q: 3 clusters Score -1010023 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7364 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -1010027.312500 Penalty: 2921.326172
	Iteration 45Q: 3 clusters Score -1010027 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7365 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -1010031.000000 Penalty: 2921.326172
	Iteration 46Q: 3 clusters Score -1010031 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7363 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -1010036.375000 Penalty: 2921.326172
	Iteration 47Q: 3 clusters Score -1010036 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7362 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -1010038.875000 Penalty: 2921.326172
	Iteration 48Q: 3 clusters Score -1010039 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7361 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -1010045.500000 Penalty: 2921.326172
	Iteration 49Q: 3 clusters Score -1010046 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7361 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -1010048.750000 Penalty: 2921.326172
	Iteration 50Q: 3 clusters Score -1010049 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7356 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -1010052.687500 Penalty: 2921.326172
	Iteration 51Q: 3 clusters Score -1010053 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7354 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -1010051.437500 Penalty: 2921.326172
	Iteration 52Q: 3 clusters Score -1010051 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7353 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -1010051.562500 Penalty: 2921.326172
	Iteration 53Q: 3 clusters Score -1010052 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7352 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -1010051.625000 Penalty: 2921.326172
	Iteration 54Q: 3 clusters Score -1010052 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7351 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -1010053.937500 Penalty: 2921.326172
	Iteration 55Q: 3 clusters Score -1010054 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7347 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -1010054.062500 Penalty: 2921.326172
	Iteration 56Q: 3 clusters Score -1010054 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7344 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -1010055.625000 Penalty: 2921.326172
	Iteration 57Q: 3 clusters Score -1010056 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7343 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -1010055.687500 Penalty: 2921.326172
	Iteration 58Q: 3 clusters Score -1010056 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7343 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -1010055.687500 Penalty: 2921.326172
	Iteration 59F: 3 clusters Score -1010056 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (4317 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Entering Unmasked Estep 
Score: -451064.593750 Penalty: 1360.176270
	Iteration 0F: 2 clusters Score -451064.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -447562.562500 Penalty: 2720.352539
	Iteration 0F: 3 clusters Score -447562.6 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -448808.218750 Penalty: 2720.352539
	Iteration 1F: 3 clusters Score -448808.2 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -449220.000000 Penalty: 2720.352539
	Iteration 2F: 3 clusters Score -449220 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -449610.156250 Penalty: 2720.352539
	Iteration 3F: 3 clusters Score -449610.2 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -449930.375000 Penalty: 2720.352539
	Iteration 4F: 3 clusters Score -449930.4 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -450160.781250 Penalty: 2720.352539
	Iteration 5F: 3 clusters Score -450160.8 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -450317.781250 Penalty: 2720.352539
	Iteration 6Q: 3 clusters Score -450317.8 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -450419.500000 Penalty: 2720.352539
	Iteration 7Q: 3 clusters Score -450419.5 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -450496.406250 Penalty: 2720.352539
	Iteration 8Q: 3 clusters Score -450496.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -450555.437500 Penalty: 2720.352539
	Iteration 9Q: 3 clusters Score -450555.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -450602.968750 Penalty: 2720.352539
	Iteration 10Q: 3 clusters Score -450603 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -450646.968750 Penalty: 2720.352539
	Iteration 11Q: 3 clusters Score -450647 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -450693.062500 Penalty: 2720.352539
	Iteration 12Q: 3 clusters Score -450693.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -450726.656250 Penalty: 2720.352539
	Iteration 13Q: 3 clusters Score -450726.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -450752.812500 Penalty: 2720.352539
	Iteration 14Q: 3 clusters Score -450752.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -450772.500000 Penalty: 2720.352539
	Iteration 15Q: 3 clusters Score -450772.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -450784.031250 Penalty: 2720.352539
	Iteration 16Q: 3 clusters Score -450784 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -450795.375000 Penalty: 2720.352539
	Iteration 17Q: 3 clusters Score -450795.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -450802.031250 Penalty: 2720.352539
	Iteration 18Q: 3 clusters Score -450802 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -450808.156250 Penalty: 2720.352539
	Iteration 19Q: 3 clusters Score -450808.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -450812.218750 Penalty: 2720.352539
	Iteration 20F: 3 clusters Score -450812.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -450817.000000 Penalty: 2720.352539
	Iteration 21Q: 3 clusters Score -450817 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -450819.250000 Penalty: 2720.352539
	Iteration 22Q: 3 clusters Score -450819.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -450821.531250 Penalty: 2720.352539
	Iteration 23Q: 3 clusters Score -450821.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -450825.062500 Penalty: 2720.352539
	Iteration 24Q: 3 clusters Score -450825.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -450827.281250 Penalty: 2720.352539
	Iteration 25Q: 3 clusters Score -450827.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -450830.375000 Penalty: 2720.352539
	Iteration 26Q: 3 clusters Score -450830.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -450831.000000 Penalty: 2720.352539
	Iteration 27Q: 3 clusters Score -450831 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -450833.687500 Penalty: 2720.352539
	Iteration 28Q: 3 clusters Score -450833.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -450835.218750 Penalty: 2720.352539
	Iteration 29Q: 3 clusters Score -450835.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -450836.343750 Penalty: 2720.352539
	Iteration 30Q: 3 clusters Score -450836.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -450836.687500 Penalty: 2720.352539
	Iteration 31Q: 3 clusters Score -450836.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -450836.687500 Penalty: 2720.352539
	Iteration 32F: 3 clusters Score -450836.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (3994 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Entering Unmasked Estep 
Score: -483461.500000 Penalty: 1347.539062
	Iteration 0F: 2 clusters Score -483461.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -480107.375000 Penalty: 2695.078125
	Iteration 0F: 3 clusters Score -480107.4 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -481042.031250 Penalty: 2695.078125
	Iteration 1F: 3 clusters Score -481042 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -481323.781250 Penalty: 2695.078125
	Iteration 2F: 3 clusters Score -481323.8 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -481565.875000 Penalty: 2695.078125
	Iteration 3F: 3 clusters Score -481565.9 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -481748.468750 Penalty: 2695.078125
	Iteration 4F: 3 clusters Score -481748.5 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -481911.875000 Penalty: 2695.078125
	Iteration 5F: 3 clusters Score -481911.9 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -482125.156250 Penalty: 2695.078125
	Iteration 6F: 3 clusters Score -482125.2 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -482410.781250 Penalty: 2695.078125
	Iteration 7Q: 3 clusters Score -482410.8 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -482896.218750 Penalty: 2695.078125
	Iteration 8F: 3 clusters Score -482896.2 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -483440.375000 Penalty: 2695.078125
	Iteration 9F: 3 clusters Score -483440.4 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -483790.625000 Penalty: 2695.078125
	Iteration 10F: 3 clusters Score -483790.6 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -483926.718750 Penalty: 2695.078125
	Iteration 11Q: 3 clusters Score -483926.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -483967.625000 Penalty: 2695.078125
	Iteration 12Q: 3 clusters Score -483967.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -483984.750000 Penalty: 2695.078125
	Iteration 13Q: 3 clusters Score -483984.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -483990.250000 Penalty: 2695.078125
	Iteration 14Q: 3 clusters Score -483990.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -483993.187500 Penalty: 2695.078125
	Iteration 15Q: 3 clusters Score -483993.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -483996.500000 Penalty: 2695.078125
	Iteration 16Q: 3 clusters Score -483996.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -483998.000000 Penalty: 2695.078125
	Iteration 17Q: 3 clusters Score -483998 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -484001.406250 Penalty: 2695.078125
	Iteration 18Q: 3 clusters Score -484001.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -484003.000000 Penalty: 2695.078125
	Iteration 19Q: 3 clusters Score -484003 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -484002.750000 Penalty: 2695.078125
	Iteration 20F: 3 clusters Score -484002.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 13549 members 
Mstep: Class 2 contains 27246 members 
Mstep: Class 3 contains 50977 members 
Mstep: Class 4 contains 8012 members 
Mstep: Class 5 contains 4317 members 
Mstep: Class 6 contains 2290 members 
Mstep: Class 7 contains 74564 members 
Mstep: Class 8 contains 21027 members 
Mstep: Class 9 contains 21421 members 
Mstep: Class 10 contains 33508 members 
Mstep: Class 11 contains 42964 members 
Mstep: Class 12 contains 12381 members 
Mstep: Class 13 contains 17283 members 
Mstep: Class 14 contains 17909 members 
Mstep: Class 15 contains 466 members 
Mstep: Class 16 contains 8563 members 
Mstep: Class 17 contains 6309 members 
Mstep: Class 18 contains 2837 members 
Mstep: Class 19 contains 3255 members 
Mstep: Class 20 contains 32214 members 
Mstep: Class 21 contains 36490 members 
Mstep: Class 22 contains 25833 members 
Mstep: Class 23 contains 4691 members 
Mstep: Class 24 contains 33624 members 
Mstep: Class 25 contains 2464 members 
Mstep: Class 26 contains 9772 members 
Mstep: Class 27 contains 4500 members 
Mstep: Class 28 contains 37592 members 
Mstep: Class 29 contains 4551 members 
Mstep: Class 30 contains 1815 members 
Mstep: Class 31 contains 3335 members 
Mstep: Class 32 contains 985 members 
Mstep: Class 33 contains 15800 members 
Mstep: Class 34 contains 2876 members 
Mstep: Class 35 contains 148246 members 
Mstep: Class 36 contains 11365 members 
Mstep: Class 37 contains 1744 members 
Mstep: Class 38 contains 22625 members 
Mstep: Class 39 contains 2377 members 
Mstep: Class 40 contains 1704 members 
Mstep: Class 41 contains 11947 members 
Mstep: Class 42 contains 17615 members 
Mstep: Class 43 contains 12734 members 
Mstep: Class 44 contains 685 members 
Mstep: Class 45 contains 2166 members 
Mstep: Class 46 contains 1946 members 
Entering Unmasked Estep 
Score: -100300992.000000 Penalty: 101793.265625
Splitting cluster 6 changes total score from -100301792.000000 to -100300992.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (74564 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74564 members 
Entering Unmasked Estep 
Score: -9460189.000000 Penalty: 1823.154541
	Iteration 0F: 2 clusters Score -9460189 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37304 members 
Mstep: Class 2 contains 37260 members 
Entering Unmasked Estep 
Score: -9410333.000000 Penalty: 3646.309082
	Iteration 0F: 3 clusters Score -9410333 nChanged 35380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36390 members 
Mstep: Class 2 contains 38174 members 
Entering Unmasked Estep 
Score: -9431042.000000 Penalty: 3646.309082
	Iteration 1F: 3 clusters Score -9431042 nChanged 2922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35798 members 
Mstep: Class 2 contains 38766 members 
Entering Unmasked Estep 
Score: -9432000.000000 Penalty: 3646.309082
	Iteration 2Q: 3 clusters Score -9432000 nChanged 3191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34921 members 
Mstep: Class 2 contains 39643 members 
Entering Unmasked Estep 
Score: -9433191.000000 Penalty: 3646.309082
	Iteration 3Q: 3 clusters Score -9433191 nChanged 3750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33521 members 
Mstep: Class 2 contains 41043 members 
Entering Unmasked Estep 
Score: -9434837.000000 Penalty: 3646.309082
	Iteration 4F: 3 clusters Score -9434837 nChanged 4212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31673 members 
Mstep: Class 2 contains 42891 members 
Entering Unmasked Estep 
Score: -9436936.000000 Penalty: 3646.309082
	Iteration 5F: 3 clusters Score -9436936 nChanged 4612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29377 members 
Mstep: Class 2 contains 45187 members 
Entering Unmasked Estep 
Score: -9439360.000000 Penalty: 3646.309082
	Iteration 6F: 3 clusters Score -9439360 nChanged 4558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26819 members 
Mstep: Class 2 contains 47745 members 
Entering Unmasked Estep 
Score: -9441798.000000 Penalty: 3646.309082
	Iteration 7F: 3 clusters Score -9441798 nChanged 4257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24176 members 
Mstep: Class 2 contains 50388 members 
Entering Unmasked Estep 
Score: -9443801.000000 Penalty: 3646.309082
	Iteration 8F: 3 clusters Score -9443801 nChanged 3693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21633 members 
Mstep: Class 2 contains 52931 members 
Entering Unmasked Estep 
Score: -9445586.000000 Penalty: 3646.309082
	Iteration 9Q: 3 clusters Score -9445586 nChanged 3192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19157 members 
Mstep: Class 2 contains 55407 members 
Entering Unmasked Estep 
Score: -9447000.000000 Penalty: 3646.309082
	Iteration 10Q: 3 clusters Score -9447000 nChanged 2767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16748 members 
Mstep: Class 2 contains 57816 members 
Entering Unmasked Estep 
Score: -9448173.000000 Penalty: 3646.309082
	Iteration 11Q: 3 clusters Score -9448173 nChanged 2430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14388 members 
Mstep: Class 2 contains 60176 members 
Entering Unmasked Estep 
Score: -9449244.000000 Penalty: 3646.309082
	Iteration 12Q: 3 clusters Score -9449244 nChanged 2416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11986 members 
Mstep: Class 2 contains 62578 members 
Entering Unmasked Estep 
Score: -9450467.000000 Penalty: 3646.309082
	Iteration 13Q: 3 clusters Score -9450467 nChanged 2440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9546 members 
Mstep: Class 2 contains 65018 members 
Entering Unmasked Estep 
Score: -9451852.000000 Penalty: 3646.309082
	Iteration 14Q: 3 clusters Score -9451852 nChanged 2351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7195 members 
Mstep: Class 2 contains 67369 members 
Entering Unmasked Estep 
Score: -9453340.000000 Penalty: 3646.309082
	Iteration 15Q: 3 clusters Score -9453340 nChanged 2054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 69423 members 
Entering Unmasked Estep 
Score: -9454836.000000 Penalty: 3646.309082
	Iteration 16Q: 3 clusters Score -9454836 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 71170 members 
Entering Unmasked Estep 
Score: -9456131.000000 Penalty: 3646.309082
	Iteration 17Q: 3 clusters Score -9456131 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 72441 members 
Entering Unmasked Estep 
Score: -9457118.000000 Penalty: 3646.309082
	Iteration 18Q: 3 clusters Score -9457118 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 73270 members 
Entering Unmasked Estep 
Score: -9457769.000000 Penalty: 3646.309082
	Iteration 19Q: 3 clusters Score -9457769 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 73728 members 
Entering Unmasked Estep 
Score: -9458115.000000 Penalty: 3646.309082
	Iteration 20F: 3 clusters Score -9458115 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 73961 members 
Entering Unmasked Estep 
Score: -9458303.000000 Penalty: 3646.309082
	Iteration 21Q: 3 clusters Score -9458303 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 74084 members 
Entering Unmasked Estep 
Score: -9458385.000000 Penalty: 3646.309082
	Iteration 22Q: 3 clusters Score -9458385 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 74147 members 
Entering Unmasked Estep 
Score: -9458472.000000 Penalty: 3646.309082
	Iteration 23Q: 3 clusters Score -9458472 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 74182 members 
Entering Unmasked Estep 
Score: -9458497.000000 Penalty: 3646.309082
	Iteration 24Q: 3 clusters Score -9458497 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 74208 members 
Entering Unmasked Estep 
Score: -9458538.000000 Penalty: 3646.309082
	Iteration 25Q: 3 clusters Score -9458538 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 74225 members 
Entering Unmasked Estep 
Score: -9458542.000000 Penalty: 3646.309082
	Iteration 26Q: 3 clusters Score -9458542 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 74239 members 
Entering Unmasked Estep 
Score: -9458563.000000 Penalty: 3646.309082
	Iteration 27Q: 3 clusters Score -9458563 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 74250 members 
Entering Unmasked Estep 
Score: -9458575.000000 Penalty: 3646.309082
	Iteration 28Q: 3 clusters Score -9458575 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 74255 members 
Entering Unmasked Estep 
Score: -9458583.000000 Penalty: 3646.309082
	Iteration 29Q: 3 clusters Score -9458583 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 74258 members 
Entering Unmasked Estep 
Score: -9458592.000000 Penalty: 3646.309082
	Iteration 30Q: 3 clusters Score -9458592 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 74261 members 
Entering Unmasked Estep 
Score: -9458589.000000 Penalty: 3646.309082
	Iteration 31Q: 3 clusters Score -9458589 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 74263 members 
Entering Unmasked Estep 
Score: -9458595.000000 Penalty: 3646.309082
	Iteration 32Q: 3 clusters Score -9458595 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 74264 members 
Entering Unmasked Estep 
Score: -9458595.000000 Penalty: 3646.309082
	Iteration 33Q: 3 clusters Score -9458595 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 74264 members 
Entering Unmasked Estep 
Score: -9458599.000000 Penalty: 3646.309082
	Iteration 34Q: 3 clusters Score -9458599 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 74264 members 
Entering Unmasked Estep 
Score: -9458599.000000 Penalty: 3646.309082
	Iteration 35F: 3 clusters Score -9458599 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (21027 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21027 members 
Entering Unmasked Estep 
Score: -2655474.000000 Penalty: 1617.453979
	Iteration 0F: 2 clusters Score -2655474 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10473 members 
Mstep: Class 2 contains 10554 members 
Entering Unmasked Estep 
Score: -2641244.000000 Penalty: 3234.907959
	Iteration 0F: 3 clusters Score -2641244 nChanged 9427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10038 members 
Mstep: Class 2 contains 10989 members 
Entering Unmasked Estep 
Score: -2646412.000000 Penalty: 3234.907959
	Iteration 1F: 3 clusters Score -2646412 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9742 members 
Mstep: Class 2 contains 11285 members 
Entering Unmasked Estep 
Score: -2647063.500000 Penalty: 3234.907959
	Iteration 2F: 3 clusters Score -2647064 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9361 members 
Mstep: Class 2 contains 11666 members 
Entering Unmasked Estep 
Score: -2647804.500000 Penalty: 3234.907959
	Iteration 3F: 3 clusters Score -2647804 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8875 members 
Mstep: Class 2 contains 12152 members 
Entering Unmasked Estep 
Score: -2648615.250000 Penalty: 3234.907959
	Iteration 4F: 3 clusters Score -2648615 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8307 members 
Mstep: Class 2 contains 12720 members 
Entering Unmasked Estep 
Score: -2649405.750000 Penalty: 3234.907959
	Iteration 5F: 3 clusters Score -2649406 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7620 members 
Mstep: Class 2 contains 13407 members 
Entering Unmasked Estep 
Score: -2650314.000000 Penalty: 3234.907959
	Iteration 6F: 3 clusters Score -2650314 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6888 members 
Mstep: Class 2 contains 14139 members 
Entering Unmasked Estep 
Score: -2651369.750000 Penalty: 3234.907959
	Iteration 7F: 3 clusters Score -2651370 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6179 members 
Mstep: Class 2 contains 14848 members 
Entering Unmasked Estep 
Score: -2652371.250000 Penalty: 3234.907959
	Iteration 8F: 3 clusters Score -2652371 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 15409 members 
Entering Unmasked Estep 
Score: -2653206.250000 Penalty: 3234.907959
	Iteration 9Q: 3 clusters Score -2653206 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 15813 members 
Entering Unmasked Estep 
Score: -2653750.250000 Penalty: 3234.907959
	Iteration 10Q: 3 clusters Score -2653750 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 16126 members 
Entering Unmasked Estep 
Score: -2654032.000000 Penalty: 3234.907959
	Iteration 11Q: 3 clusters Score -2654032 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 16346 members 
Entering Unmasked Estep 
Score: -2654187.500000 Penalty: 3234.907959
	Iteration 12Q: 3 clusters Score -2654188 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 16535 members 
Entering Unmasked Estep 
Score: -2654308.500000 Penalty: 3234.907959
	Iteration 13Q: 3 clusters Score -2654308 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 16662 members 
Entering Unmasked Estep 
Score: -2654362.750000 Penalty: 3234.907959
	Iteration 14Q: 3 clusters Score -2654363 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 16768 members 
Entering Unmasked Estep 
Score: -2654398.250000 Penalty: 3234.907959
	Iteration 15Q: 3 clusters Score -2654398 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 16863 members 
Entering Unmasked Estep 
Score: -2654422.000000 Penalty: 3234.907959
	Iteration 16Q: 3 clusters Score -2654422 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 16953 members 
Entering Unmasked Estep 
Score: -2654442.000000 Penalty: 3234.907959
	Iteration 17Q: 3 clusters Score -2654442 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 17030 members 
Entering Unmasked Estep 
Score: -2654467.750000 Penalty: 3234.907959
	Iteration 18Q: 3 clusters Score -2654468 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 17094 members 
Entering Unmasked Estep 
Score: -2654476.500000 Penalty: 3234.907959
	Iteration 19Q: 3 clusters Score -2654476 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 17143 members 
Entering Unmasked Estep 
Score: -2654485.000000 Penalty: 3234.907959
	Iteration 20F: 3 clusters Score -2654485 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 17188 members 
Entering Unmasked Estep 
Score: -2654493.750000 Penalty: 3234.907959
	Iteration 21Q: 3 clusters Score -2654494 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 17229 members 
Entering Unmasked Estep 
Score: -2654495.000000 Penalty: 3234.907959
	Iteration 22Q: 3 clusters Score -2654495 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 17267 members 
Entering Unmasked Estep 
Score: -2654503.250000 Penalty: 3234.907959
	Iteration 23Q: 3 clusters Score -2654503 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 17310 members 
Entering Unmasked Estep 
Score: -2654514.250000 Penalty: 3234.907959
	Iteration 24Q: 3 clusters Score -2654514 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 17333 members 
Entering Unmasked Estep 
Score: -2654510.750000 Penalty: 3234.907959
	Iteration 25Q: 3 clusters Score -2654511 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 17358 members 
Entering Unmasked Estep 
Score: -2654516.500000 Penalty: 3234.907959
	Iteration 26Q: 3 clusters Score -2654516 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 17384 members 
Entering Unmasked Estep 
Score: -2654518.250000 Penalty: 3234.907959
	Iteration 27Q: 3 clusters Score -2654518 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 17410 members 
Entering Unmasked Estep 
Score: -2654519.750000 Penalty: 3234.907959
	Iteration 28Q: 3 clusters Score -2654520 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 17429 members 
Entering Unmasked Estep 
Score: -2654528.000000 Penalty: 3234.907959
	Iteration 29Q: 3 clusters Score -2654528 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 17447 members 
Entering Unmasked Estep 
Score: -2654524.250000 Penalty: 3234.907959
	Iteration 30Q: 3 clusters Score -2654524 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 17466 members 
Entering Unmasked Estep 
Score: -2654524.250000 Penalty: 3234.907959
	Iteration 31Q: 3 clusters Score -2654524 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 17494 members 
Entering Unmasked Estep 
Score: -2654537.750000 Penalty: 3234.907959
	Iteration 32Q: 3 clusters Score -2654538 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 17526 members 
Entering Unmasked Estep 
Score: -2654541.000000 Penalty: 3234.907959
	Iteration 33Q: 3 clusters Score -2654541 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 17557 members 
Entering Unmasked Estep 
Score: -2654548.250000 Penalty: 3234.907959
	Iteration 34Q: 3 clusters Score -2654548 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 17585 members 
Entering Unmasked Estep 
Score: -2654545.000000 Penalty: 3234.907959
	Iteration 35Q: 3 clusters Score -2654545 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 17609 members 
Entering Unmasked Estep 
Score: -2654549.500000 Penalty: 3234.907959
	Iteration 36Q: 3 clusters Score -2654550 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 17625 members 
Entering Unmasked Estep 
Score: -2654561.000000 Penalty: 3234.907959
	Iteration 37Q: 3 clusters Score -2654561 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 17643 members 
Entering Unmasked Estep 
Score: -2654561.500000 Penalty: 3234.907959
	Iteration 38Q: 3 clusters Score -2654562 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 17671 members 
Entering Unmasked Estep 
Score: -2654566.500000 Penalty: 3234.907959
	Iteration 39Q: 3 clusters Score -2654566 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 17693 members 
Entering Unmasked Estep 
Score: -2654573.000000 Penalty: 3234.907959
	Iteration 40F: 3 clusters Score -2654573 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 17713 members 
Entering Unmasked Estep 
Score: -2654573.250000 Penalty: 3234.907959
	Iteration 41Q: 3 clusters Score -2654573 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 17737 members 
Entering Unmasked Estep 
Score: -2654581.500000 Penalty: 3234.907959
	Iteration 42Q: 3 clusters Score -2654582 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 17760 members 
Entering Unmasked Estep 
Score: -2654578.500000 Penalty: 3234.907959
	Iteration 43Q: 3 clusters Score -2654578 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 17777 members 
Entering Unmasked Estep 
Score: -2654585.750000 Penalty: 3234.907959
	Iteration 44Q: 3 clusters Score -2654586 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 17793 members 
Entering Unmasked Estep 
Score: -2654587.750000 Penalty: 3234.907959
	Iteration 45Q: 3 clusters Score -2654588 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 17805 members 
Entering Unmasked Estep 
Score: -2654591.500000 Penalty: 3234.907959
	Iteration 46Q: 3 clusters Score -2654592 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 17818 members 
Entering Unmasked Estep 
Score: -2654594.000000 Penalty: 3234.907959
	Iteration 47Q: 3 clusters Score -2654594 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 17832 members 
Entering Unmasked Estep 
Score: -2654599.000000 Penalty: 3234.907959
	Iteration 48Q: 3 clusters Score -2654599 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 17849 members 
Entering Unmasked Estep 
Score: -2654603.500000 Penalty: 3234.907959
	Iteration 49Q: 3 clusters Score -2654604 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 17860 members 
Entering Unmasked Estep 
Score: -2654601.500000 Penalty: 3234.907959
	Iteration 50Q: 3 clusters Score -2654602 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 17873 members 
Entering Unmasked Estep 
Score: -2654606.500000 Penalty: 3234.907959
	Iteration 51Q: 3 clusters Score -2654606 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 17887 members 
Entering Unmasked Estep 
Score: -2654605.250000 Penalty: 3234.907959
	Iteration 52Q: 3 clusters Score -2654605 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 17901 members 
Entering Unmasked Estep 
Score: -2654612.000000 Penalty: 3234.907959
	Iteration 53Q: 3 clusters Score -2654612 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 17922 members 
Entering Unmasked Estep 
Score: -2654619.500000 Penalty: 3234.907959
	Iteration 54Q: 3 clusters Score -2654620 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 17944 members 
Entering Unmasked Estep 
Score: -2654616.750000 Penalty: 3234.907959
	Iteration 55Q: 3 clusters Score -2654617 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 17970 members 
Entering Unmasked Estep 
Score: -2654618.250000 Penalty: 3234.907959
	Iteration 56Q: 3 clusters Score -2654618 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 17993 members 
Entering Unmasked Estep 
Score: -2654623.750000 Penalty: 3234.907959
	Iteration 57Q: 3 clusters Score -2654624 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 18011 members 
Entering Unmasked Estep 
Score: -2654631.500000 Penalty: 3234.907959
	Iteration 58Q: 3 clusters Score -2654632 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 18031 members 
Entering Unmasked Estep 
Score: -2654632.500000 Penalty: 3234.907959
	Iteration 59Q: 3 clusters Score -2654632 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 18059 members 
Entering Unmasked Estep 
Score: -2654642.500000 Penalty: 3234.907959
	Iteration 60F: 3 clusters Score -2654642 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 18086 members 
Entering Unmasked Estep 
Score: -2654648.000000 Penalty: 3234.907959
	Iteration 61Q: 3 clusters Score -2654648 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 18124 members 
Entering Unmasked Estep 
Score: -2654650.500000 Penalty: 3234.907959
	Iteration 62Q: 3 clusters Score -2654650 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 18147 members 
Entering Unmasked Estep 
Score: -2654653.250000 Penalty: 3234.907959
	Iteration 63Q: 3 clusters Score -2654653 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 18166 members 
Entering Unmasked Estep 
Score: -2654659.250000 Penalty: 3234.907959
	Iteration 64Q: 3 clusters Score -2654659 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 18190 members 
Entering Unmasked Estep 
Score: -2654662.750000 Penalty: 3234.907959
	Iteration 65Q: 3 clusters Score -2654663 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 18216 members 
Entering Unmasked Estep 
Score: -2654662.000000 Penalty: 3234.907959
	Iteration 66Q: 3 clusters Score -2654662 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 18249 members 
Entering Unmasked Estep 
Score: -2654662.500000 Penalty: 3234.907959
	Iteration 67Q: 3 clusters Score -2654662 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 18273 members 
Entering Unmasked Estep 
Score: -2654667.750000 Penalty: 3234.907959
	Iteration 68Q: 3 clusters Score -2654668 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 18293 members 
Entering Unmasked Estep 
Score: -2654673.250000 Penalty: 3234.907959
	Iteration 69Q: 3 clusters Score -2654673 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 18302 members 
Entering Unmasked Estep 
Score: -2654676.750000 Penalty: 3234.907959
	Iteration 70Q: 3 clusters Score -2654677 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 18317 members 
Entering Unmasked Estep 
Score: -2654676.750000 Penalty: 3234.907959
	Iteration 71Q: 3 clusters Score -2654677 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 18332 members 
Entering Unmasked Estep 
Score: -2654683.250000 Penalty: 3234.907959
	Iteration 72Q: 3 clusters Score -2654683 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 18344 members 
Entering Unmasked Estep 
Score: -2654688.250000 Penalty: 3234.907959
	Iteration 73Q: 3 clusters Score -2654688 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 18353 members 
Entering Unmasked Estep 
Score: -2654682.750000 Penalty: 3234.907959
	Iteration 74Q: 3 clusters Score -2654683 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 18363 members 
Entering Unmasked Estep 
Score: -2654683.000000 Penalty: 3234.907959
	Iteration 75Q: 3 clusters Score -2654683 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 18372 members 
Entering Unmasked Estep 
Score: -2654683.750000 Penalty: 3234.907959
	Iteration 76Q: 3 clusters Score -2654684 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 18379 members 
Entering Unmasked Estep 
Score: -2654686.000000 Penalty: 3234.907959
	Iteration 77Q: 3 clusters Score -2654686 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 18382 members 
Entering Unmasked Estep 
Score: -2654684.750000 Penalty: 3234.907959
	Iteration 78Q: 3 clusters Score -2654685 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 18384 members 
Entering Unmasked Estep 
Score: -2654685.750000 Penalty: 3234.907959
	Iteration 79Q: 3 clusters Score -2654686 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 18386 members 
Entering Unmasked Estep 
Score: -2654685.750000 Penalty: 3234.907959
	Iteration 80F: 3 clusters Score -2654686 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 18387 members 
Entering Unmasked Estep 
Score: -2654685.000000 Penalty: 3234.907959
	Iteration 81Q: 3 clusters Score -2654685 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 18389 members 
Entering Unmasked Estep 
Score: -2654685.750000 Penalty: 3234.907959
	Iteration 82Q: 3 clusters Score -2654686 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 18397 members 
Entering Unmasked Estep 
Score: -2654682.000000 Penalty: 3234.907959
	Iteration 83Q: 3 clusters Score -2654682 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 18407 members 
Entering Unmasked Estep 
Score: -2654684.500000 Penalty: 3234.907959
	Iteration 84Q: 3 clusters Score -2654684 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 18420 members 
Entering Unmasked Estep 
Score: -2654684.750000 Penalty: 3234.907959
	Iteration 85Q: 3 clusters Score -2654685 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 18437 members 
Entering Unmasked Estep 
Score: -2654693.500000 Penalty: 3234.907959
	Iteration 86Q: 3 clusters Score -2654694 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 18454 members 
Entering Unmasked Estep 
Score: -2654693.500000 Penalty: 3234.907959
	Iteration 87Q: 3 clusters Score -2654694 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 18467 members 
Entering Unmasked Estep 
Score: -2654699.250000 Penalty: 3234.907959
	Iteration 88Q: 3 clusters Score -2654699 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 18480 members 
Entering Unmasked Estep 
Score: -2654698.750000 Penalty: 3234.907959
	Iteration 89Q: 3 clusters Score -2654699 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 18490 members 
Entering Unmasked Estep 
Score: -2654703.500000 Penalty: 3234.907959
	Iteration 90Q: 3 clusters Score -2654704 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 18508 members 
Entering Unmasked Estep 
Score: -2654707.000000 Penalty: 3234.907959
	Iteration 91Q: 3 clusters Score -2654707 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 18517 members 
Entering Unmasked Estep 
Score: -2654702.000000 Penalty: 3234.907959
	Iteration 92Q: 3 clusters Score -2654702 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 18526 members 
Entering Unmasked Estep 
Score: -2654702.750000 Penalty: 3234.907959
	Iteration 93Q: 3 clusters Score -2654703 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 18534 members 
Entering Unmasked Estep 
Score: -2654701.250000 Penalty: 3234.907959
	Iteration 94Q: 3 clusters Score -2654701 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 18544 members 
Entering Unmasked Estep 
Score: -2654705.500000 Penalty: 3234.907959
	Iteration 95Q: 3 clusters Score -2654706 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 18552 members 
Entering Unmasked Estep 
Score: -2654707.500000 Penalty: 3234.907959
	Iteration 96Q: 3 clusters Score -2654708 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 18557 members 
Entering Unmasked Estep 
Score: -2654710.750000 Penalty: 3234.907959
	Iteration 97Q: 3 clusters Score -2654711 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 18564 members 
Entering Unmasked Estep 
Score: -2654710.000000 Penalty: 3234.907959
	Iteration 98Q: 3 clusters Score -2654710 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 18572 members 
Entering Unmasked Estep 
Score: -2654708.750000 Penalty: 3234.907959
	Iteration 99Q: 3 clusters Score -2654709 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 18573 members 
Entering Unmasked Estep 
Score: -2654708.500000 Penalty: 3234.907959
	Iteration 100F: 3 clusters Score -2654708 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (21421 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21421 members 
Entering Unmasked Estep 
Score: -2719553.000000 Penalty: 1620.470581
	Iteration 0F: 2 clusters Score -2719553 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10652 members 
Mstep: Class 2 contains 10769 members 
Entering Unmasked Estep 
Score: -2704991.500000 Penalty: 3240.941162
	Iteration 0F: 3 clusters Score -2704992 nChanged 9673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10289 members 
Mstep: Class 2 contains 11132 members 
Entering Unmasked Estep 
Score: -2710303.750000 Penalty: 3240.941162
	Iteration 1F: 3 clusters Score -2710304 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10019 members 
Mstep: Class 2 contains 11402 members 
Entering Unmasked Estep 
Score: -2710661.500000 Penalty: 3240.941162
	Iteration 2Q: 3 clusters Score -2710662 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9662 members 
Mstep: Class 2 contains 11759 members 
Entering Unmasked Estep 
Score: -2710991.000000 Penalty: 3240.941162
	Iteration 3Q: 3 clusters Score -2710991 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9116 members 
Mstep: Class 2 contains 12305 members 
Entering Unmasked Estep 
Score: -2711366.500000 Penalty: 3240.941162
	Iteration 4Q: 3 clusters Score -2711366 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8392 members 
Mstep: Class 2 contains 13029 members 
Entering Unmasked Estep 
Score: -2711784.250000 Penalty: 3240.941162
	Iteration 5Q: 3 clusters Score -2711784 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7458 members 
Mstep: Class 2 contains 13963 members 
Entering Unmasked Estep 
Score: -2712343.000000 Penalty: 3240.941162
	Iteration 6F: 3 clusters Score -2712343 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6323 members 
Mstep: Class 2 contains 15098 members 
Entering Unmasked Estep 
Score: -2713103.500000 Penalty: 3240.941162
	Iteration 7F: 3 clusters Score -2713104 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4976 members 
Mstep: Class 2 contains 16445 members 
Entering Unmasked Estep 
Score: -2714052.500000 Penalty: 3240.941162
	Iteration 8F: 3 clusters Score -2714052 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 17745 members 
Entering Unmasked Estep 
Score: -2715068.250000 Penalty: 3240.941162
	Iteration 9F: 3 clusters Score -2715068 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 18875 members 
Entering Unmasked Estep 
Score: -2716035.500000 Penalty: 3240.941162
	Iteration 10F: 3 clusters Score -2716036 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 19782 members 
Entering Unmasked Estep 
Score: -2716853.000000 Penalty: 3240.941162
	Iteration 11Q: 3 clusters Score -2716853 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 20328 members 
Entering Unmasked Estep 
Score: -2717355.500000 Penalty: 3240.941162
	Iteration 12Q: 3 clusters Score -2717356 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 20671 members 
Entering Unmasked Estep 
Score: -2717666.750000 Penalty: 3240.941162
	Iteration 13Q: 3 clusters Score -2717667 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 20864 members 
Entering Unmasked Estep 
Score: -2717837.000000 Penalty: 3240.941162
	Iteration 14Q: 3 clusters Score -2717837 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 20972 members 
Entering Unmasked Estep 
Score: -2717955.750000 Penalty: 3240.941162
	Iteration 15Q: 3 clusters Score -2717956 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 21043 members 
Entering Unmasked Estep 
Score: -2718052.250000 Penalty: 3240.941162
	Iteration 16Q: 3 clusters Score -2718052 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 21083 members 
Entering Unmasked Estep 
Score: -2718101.750000 Penalty: 3240.941162
	Iteration 17Q: 3 clusters Score -2718102 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 21104 members 
Entering Unmasked Estep 
Score: -2718134.750000 Penalty: 3240.941162
	Iteration 18Q: 3 clusters Score -2718135 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 21115 members 
Entering Unmasked Estep 
Score: -2718164.750000 Penalty: 3240.941162
	Iteration 19Q: 3 clusters Score -2718165 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 21128 members 
Entering Unmasked Estep 
Score: -2718195.500000 Penalty: 3240.941162
	Iteration 20F: 3 clusters Score -2718196 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 21139 members 
Entering Unmasked Estep 
Score: -2718210.250000 Penalty: 3240.941162
	Iteration 21Q: 3 clusters Score -2718210 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 21139 members 
Entering Unmasked Estep 
Score: -2718212.250000 Penalty: 3240.941162
	Iteration 22Q: 3 clusters Score -2718212 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 21138 members 
Entering Unmasked Estep 
Score: -2718215.500000 Penalty: 3240.941162
	Iteration 23Q: 3 clusters Score -2718216 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 21140 members 
Entering Unmasked Estep 
Score: -2718216.250000 Penalty: 3240.941162
	Iteration 24Q: 3 clusters Score -2718216 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 21142 members 
Entering Unmasked Estep 
Score: -2718222.250000 Penalty: 3240.941162
	Iteration 25Q: 3 clusters Score -2718222 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 21141 members 
Entering Unmasked Estep 
Score: -2718221.750000 Penalty: 3240.941162
	Iteration 26Q: 3 clusters Score -2718222 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 21141 members 
Entering Unmasked Estep 
Score: -2718221.750000 Penalty: 3240.941162
	Iteration 27F: 3 clusters Score -2718222 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (33508 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33508 members 
Entering Unmasked Estep 
Score: -4042179.750000 Penalty: 1693.175171
	Iteration 0F: 2 clusters Score -4042180 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16677 members 
Mstep: Class 2 contains 16831 members 
Entering Unmasked Estep 
Score: -4019502.000000 Penalty: 3386.350342
	Iteration 0F: 3 clusters Score -4019502 nChanged 15535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16256 members 
Mstep: Class 2 contains 17252 members 
Entering Unmasked Estep 
Score: -4028592.500000 Penalty: 3386.350342
	Iteration 1F: 3 clusters Score -4028592 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15970 members 
Mstep: Class 2 contains 17538 members 
Entering Unmasked Estep 
Score: -4029058.250000 Penalty: 3386.350342
	Iteration 2Q: 3 clusters Score -4029058 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15634 members 
Mstep: Class 2 contains 17874 members 
Entering Unmasked Estep 
Score: -4029516.500000 Penalty: 3386.350342
	Iteration 3Q: 3 clusters Score -4029516 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15154 members 
Mstep: Class 2 contains 18354 members 
Entering Unmasked Estep 
Score: -4030010.500000 Penalty: 3386.350342
	Iteration 4Q: 3 clusters Score -4030010 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14467 members 
Mstep: Class 2 contains 19041 members 
Entering Unmasked Estep 
Score: -4030516.000000 Penalty: 3386.350342
	Iteration 5Q: 3 clusters Score -4030516 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13567 members 
Mstep: Class 2 contains 19941 members 
Entering Unmasked Estep 
Score: -4031113.250000 Penalty: 3386.350342
	Iteration 6Q: 3 clusters Score -4031113 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12446 members 
Mstep: Class 2 contains 21062 members 
Entering Unmasked Estep 
Score: -4031854.250000 Penalty: 3386.350342
	Iteration 7Q: 3 clusters Score -4031854 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11058 members 
Mstep: Class 2 contains 22450 members 
Entering Unmasked Estep 
Score: -4032742.500000 Penalty: 3386.350342
	Iteration 8Q: 3 clusters Score -4032742 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9394 members 
Mstep: Class 2 contains 24114 members 
Entering Unmasked Estep 
Score: -4033869.000000 Penalty: 3386.350342
	Iteration 9F: 3 clusters Score -4033869 nChanged 1927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7533 members 
Mstep: Class 2 contains 25975 members 
Entering Unmasked Estep 
Score: -4035256.500000 Penalty: 3386.350342
	Iteration 10F: 3 clusters Score -4035256 nChanged 1959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5604 members 
Mstep: Class 2 contains 27904 members 
Entering Unmasked Estep 
Score: -4036786.000000 Penalty: 3386.350342
	Iteration 11F: 3 clusters Score -4036786 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 29616 members 
Entering Unmasked Estep 
Score: -4038212.000000 Penalty: 3386.350342
	Iteration 12F: 3 clusters Score -4038212 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 30909 members 
Entering Unmasked Estep 
Score: -4039303.500000 Penalty: 3386.350342
	Iteration 13Q: 3 clusters Score -4039304 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 31756 members 
Entering Unmasked Estep 
Score: -4040050.000000 Penalty: 3386.350342
	Iteration 14Q: 3 clusters Score -4040050 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 32272 members 
Entering Unmasked Estep 
Score: -4040525.000000 Penalty: 3386.350342
	Iteration 15Q: 3 clusters Score -4040525 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 32565 members 
Entering Unmasked Estep 
Score: -4040789.750000 Penalty: 3386.350342
	Iteration 16Q: 3 clusters Score -4040790 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 32733 members 
Entering Unmasked Estep 
Score: -4040989.500000 Penalty: 3386.350342
	Iteration 17Q: 3 clusters Score -4040990 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 32827 members 
Entering Unmasked Estep 
Score: -4041160.000000 Penalty: 3386.350342
	Iteration 18Q: 3 clusters Score -4041160 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 32871 members 
Entering Unmasked Estep 
Score: -4041259.250000 Penalty: 3386.350342
	Iteration 19Q: 3 clusters Score -4041259 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 32881 members 
Entering Unmasked Estep 
Score: -4041303.500000 Penalty: 3386.350342
	Iteration 20F: 3 clusters Score -4041304 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 32881 members 
Entering Unmasked Estep 
Score: -4041342.000000 Penalty: 3386.350342
	Iteration 21Q: 3 clusters Score -4041342 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 32867 members 
Entering Unmasked Estep 
Score: -4041376.750000 Penalty: 3386.350342
	Iteration 22Q: 3 clusters Score -4041377 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 32854 members 
Entering Unmasked Estep 
Score: -4041407.500000 Penalty: 3386.350342
	Iteration 23Q: 3 clusters Score -4041408 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 32850 members 
Entering Unmasked Estep 
Score: -4041430.750000 Penalty: 3386.350342
	Iteration 24Q: 3 clusters Score -4041431 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 32849 members 
Entering Unmasked Estep 
Score: -4041439.250000 Penalty: 3386.350342
	Iteration 25Q: 3 clusters Score -4041439 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 32846 members 
Entering Unmasked Estep 
Score: -4041449.500000 Penalty: 3386.350342
	Iteration 26Q: 3 clusters Score -4041450 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 32841 members 
Entering Unmasked Estep 
Score: -4041454.250000 Penalty: 3386.350342
	Iteration 27Q: 3 clusters Score -4041454 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 32836 members 
Entering Unmasked Estep 
Score: -4041454.250000 Penalty: 3386.350342
	Iteration 28Q: 3 clusters Score -4041454 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 32830 members 
Entering Unmasked Estep 
Score: -4041458.250000 Penalty: 3386.350342
	Iteration 29Q: 3 clusters Score -4041458 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 32823 members 
Entering Unmasked Estep 
Score: -4041466.500000 Penalty: 3386.350342
	Iteration 30Q: 3 clusters Score -4041466 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 32816 members 
Entering Unmasked Estep 
Score: -4041468.500000 Penalty: 3386.350342
	Iteration 31Q: 3 clusters Score -4041468 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 32813 members 
Entering Unmasked Estep 
Score: -4041469.000000 Penalty: 3386.350342
	Iteration 32Q: 3 clusters Score -4041469 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 32811 members 
Entering Unmasked Estep 
Score: -4041470.500000 Penalty: 3386.350342
	Iteration 33Q: 3 clusters Score -4041470 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 32808 members 
Entering Unmasked Estep 
Score: -4041469.500000 Penalty: 3386.350342
	Iteration 34Q: 3 clusters Score -4041470 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 32803 members 
Entering Unmasked Estep 
Score: -4041477.250000 Penalty: 3386.350342
	Iteration 35Q: 3 clusters Score -4041477 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 32802 members 
Entering Unmasked Estep 
Score: -4041479.750000 Penalty: 3386.350342
	Iteration 36Q: 3 clusters Score -4041480 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 32797 members 
Entering Unmasked Estep 
Score: -4041480.250000 Penalty: 3386.350342
	Iteration 37Q: 3 clusters Score -4041480 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 32795 members 
Entering Unmasked Estep 
Score: -4041481.250000 Penalty: 3386.350342
	Iteration 38Q: 3 clusters Score -4041481 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 32794 members 
Entering Unmasked Estep 
Score: -4041481.000000 Penalty: 3386.350342
	Iteration 39Q: 3 clusters Score -4041481 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 32794 members 
Entering Unmasked Estep 
Score: -4041482.500000 Penalty: 3386.350342
	Iteration 40F: 3 clusters Score -4041482 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 32793 members 
Entering Unmasked Estep 
Score: -4041484.500000 Penalty: 3386.350342
	Iteration 41Q: 3 clusters Score -4041484 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 32790 members 
Entering Unmasked Estep 
Score: -4041489.250000 Penalty: 3386.350342
	Iteration 42Q: 3 clusters Score -4041489 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 32790 members 
Entering Unmasked Estep 
Score: -4041491.500000 Penalty: 3386.350342
	Iteration 43Q: 3 clusters Score -4041492 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 32788 members 
Entering Unmasked Estep 
Score: -4041493.000000 Penalty: 3386.350342
	Iteration 44Q: 3 clusters Score -4041493 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 32788 members 
Entering Unmasked Estep 
Score: -4041493.000000 Penalty: 3386.350342
	Iteration 45F: 3 clusters Score -4041493 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (42964 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42964 members 
Entering Unmasked Estep 
Score: -5427825.500000 Penalty: 1733.569092
	Iteration 0F: 2 clusters Score -5427826 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21462 members 
Mstep: Class 2 contains 21502 members 
Entering Unmasked Estep 
Score: -5399256.500000 Penalty: 3467.138184
	Iteration 0F: 3 clusters Score -5399256 nChanged 19982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21530 members 
Mstep: Class 2 contains 21434 members 
Entering Unmasked Estep 
Score: -5410351.500000 Penalty: 3467.138184
	Iteration 1F: 3 clusters Score -5410352 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21677 members 
Mstep: Class 2 contains 21287 members 
Entering Unmasked Estep 
Score: -5410851.500000 Penalty: 3467.138184
	Iteration 2Q: 3 clusters Score -5410852 nChanged 1844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21951 members 
Mstep: Class 2 contains 21013 members 
Entering Unmasked Estep 
Score: -5411461.000000 Penalty: 3467.138184
	Iteration 3Q: 3 clusters Score -5411461 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22390 members 
Mstep: Class 2 contains 20574 members 
Entering Unmasked Estep 
Score: -5412082.500000 Penalty: 3467.138184
	Iteration 4Q: 3 clusters Score -5412082 nChanged 1836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23018 members 
Mstep: Class 2 contains 19946 members 
Entering Unmasked Estep 
Score: -5412660.500000 Penalty: 3467.138184
	Iteration 5Q: 3 clusters Score -5412660 nChanged 1818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23778 members 
Mstep: Class 2 contains 19186 members 
Entering Unmasked Estep 
Score: -5413326.500000 Penalty: 3467.138184
	Iteration 6Q: 3 clusters Score -5413326 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24742 members 
Mstep: Class 2 contains 18222 members 
Entering Unmasked Estep 
Score: -5414012.500000 Penalty: 3467.138184
	Iteration 7Q: 3 clusters Score -5414012 nChanged 1951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25927 members 
Mstep: Class 2 contains 17037 members 
Entering Unmasked Estep 
Score: -5414775.500000 Penalty: 3467.138184
	Iteration 8Q: 3 clusters Score -5414776 nChanged 1963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27242 members 
Mstep: Class 2 contains 15722 members 
Entering Unmasked Estep 
Score: -5415536.500000 Penalty: 3467.138184
	Iteration 9Q: 3 clusters Score -5415536 nChanged 1925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28731 members 
Mstep: Class 2 contains 14233 members 
Entering Unmasked Estep 
Score: -5416317.000000 Penalty: 3467.138184
	Iteration 10Q: 3 clusters Score -5416317 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30459 members 
Mstep: Class 2 contains 12505 members 
Entering Unmasked Estep 
Score: -5417261.500000 Penalty: 3467.138184
	Iteration 11Q: 3 clusters Score -5417262 nChanged 1972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32363 members 
Mstep: Class 2 contains 10601 members 
Entering Unmasked Estep 
Score: -5418324.500000 Penalty: 3467.138184
	Iteration 12Q: 3 clusters Score -5418324 nChanged 2070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34403 members 
Mstep: Class 2 contains 8561 members 
Entering Unmasked Estep 
Score: -5419633.500000 Penalty: 3467.138184
	Iteration 13Q: 3 clusters Score -5419634 nChanged 2106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36505 members 
Mstep: Class 2 contains 6459 members 
Entering Unmasked Estep 
Score: -5421151.000000 Penalty: 3467.138184
	Iteration 14Q: 3 clusters Score -5421151 nChanged 1912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38417 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -5422634.000000 Penalty: 3467.138184
	Iteration 15Q: 3 clusters Score -5422634 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40060 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -5424038.000000 Penalty: 3467.138184
	Iteration 16Q: 3 clusters Score -5424038 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41191 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -5424978.000000 Penalty: 3467.138184
	Iteration 17Q: 3 clusters Score -5424978 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41935 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -5425602.500000 Penalty: 3467.138184
	Iteration 18Q: 3 clusters Score -5425602 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42294 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -5425921.500000 Penalty: 3467.138184
	Iteration 19Q: 3 clusters Score -5425922 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42475 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -5426118.000000 Penalty: 3467.138184
	Iteration 20F: 3 clusters Score -5426118 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42571 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -5426235.000000 Penalty: 3467.138184
	Iteration 21Q: 3 clusters Score -5426235 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42618 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -5426301.500000 Penalty: 3467.138184
	Iteration 22Q: 3 clusters Score -5426302 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42640 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -5426331.500000 Penalty: 3467.138184
	Iteration 23Q: 3 clusters Score -5426332 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42662 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -5426342.500000 Penalty: 3467.138184
	Iteration 24Q: 3 clusters Score -5426342 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42668 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -5426347.000000 Penalty: 3467.138184
	Iteration 25Q: 3 clusters Score -5426347 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42675 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -5426366.000000 Penalty: 3467.138184
	Iteration 26Q: 3 clusters Score -5426366 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42682 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -5426365.000000 Penalty: 3467.138184
	Iteration 27Q: 3 clusters Score -5426365 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42686 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -5426368.000000 Penalty: 3467.138184
	Iteration 28Q: 3 clusters Score -5426368 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42689 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -5426381.000000 Penalty: 3467.138184
	Iteration 29Q: 3 clusters Score -5426381 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42694 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -5426387.500000 Penalty: 3467.138184
	Iteration 30Q: 3 clusters Score -5426388 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42696 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -5426388.500000 Penalty: 3467.138184
	Iteration 31Q: 3 clusters Score -5426388 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42696 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -5426394.500000 Penalty: 3467.138184
	Iteration 32Q: 3 clusters Score -5426394 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42696 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -5426395.500000 Penalty: 3467.138184
	Iteration 33Q: 3 clusters Score -5426396 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42697 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -5426396.000000 Penalty: 3467.138184
	Iteration 34Q: 3 clusters Score -5426396 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42697 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -5426396.000000 Penalty: 3467.138184
	Iteration 35F: 3 clusters Score -5426396 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (12381 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12381 members 
Entering Unmasked Estep 
Score: -1568334.625000 Penalty: 1531.386841
	Iteration 0F: 2 clusters Score -1568335 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6089 members 
Mstep: Class 2 contains 6292 members 
Entering Unmasked Estep 
Score: -1559561.875000 Penalty: 3062.773682
	Iteration 0F: 3 clusters Score -1559562 nChanged 5457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5846 members 
Mstep: Class 2 contains 6535 members 
Entering Unmasked Estep 
Score: -1562634.750000 Penalty: 3062.773682
	Iteration 1F: 3 clusters Score -1562635 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5715 members 
Mstep: Class 2 contains 6666 members 
Entering Unmasked Estep 
Score: -1563031.375000 Penalty: 3062.773682
	Iteration 2F: 3 clusters Score -1563031 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5578 members 
Mstep: Class 2 contains 6803 members 
Entering Unmasked Estep 
Score: -1563414.500000 Penalty: 3062.773682
	Iteration 3F: 3 clusters Score -1563414 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5369 members 
Mstep: Class 2 contains 7012 members 
Entering Unmasked Estep 
Score: -1563833.625000 Penalty: 3062.773682
	Iteration 4F: 3 clusters Score -1563834 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 7299 members 
Entering Unmasked Estep 
Score: -1564294.375000 Penalty: 3062.773682
	Iteration 5F: 3 clusters Score -1564294 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 7603 members 
Entering Unmasked Estep 
Score: -1564701.875000 Penalty: 3062.773682
	Iteration 6F: 3 clusters Score -1564702 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 7952 members 
Entering Unmasked Estep 
Score: -1565089.625000 Penalty: 3062.773682
	Iteration 7Q: 3 clusters Score -1565090 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 8331 members 
Entering Unmasked Estep 
Score: -1565474.125000 Penalty: 3062.773682
	Iteration 8Q: 3 clusters Score -1565474 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 8713 members 
Entering Unmasked Estep 
Score: -1565878.500000 Penalty: 3062.773682
	Iteration 9Q: 3 clusters Score -1565878 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 9120 members 
Entering Unmasked Estep 
Score: -1566310.750000 Penalty: 3062.773682
	Iteration 10Q: 3 clusters Score -1566311 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 9467 members 
Entering Unmasked Estep 
Score: -1566656.875000 Penalty: 3062.773682
	Iteration 11Q: 3 clusters Score -1566657 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 9727 members 
Entering Unmasked Estep 
Score: -1566898.250000 Penalty: 3062.773682
	Iteration 12Q: 3 clusters Score -1566898 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 9903 members 
Entering Unmasked Estep 
Score: -1567056.625000 Penalty: 3062.773682
	Iteration 13Q: 3 clusters Score -1567057 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 10019 members 
Entering Unmasked Estep 
Score: -1567134.625000 Penalty: 3062.773682
	Iteration 14Q: 3 clusters Score -1567135 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 10116 members 
Entering Unmasked Estep 
Score: -1567190.125000 Penalty: 3062.773682
	Iteration 15Q: 3 clusters Score -1567190 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 10195 members 
Entering Unmasked Estep 
Score: -1567229.750000 Penalty: 3062.773682
	Iteration 16Q: 3 clusters Score -1567230 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 10252 members 
Entering Unmasked Estep 
Score: -1567257.875000 Penalty: 3062.773682
	Iteration 17Q: 3 clusters Score -1567258 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 10304 members 
Entering Unmasked Estep 
Score: -1567275.875000 Penalty: 3062.773682
	Iteration 18Q: 3 clusters Score -1567276 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 10349 members 
Entering Unmasked Estep 
Score: -1567298.375000 Penalty: 3062.773682
	Iteration 19Q: 3 clusters Score -1567298 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 10400 members 
Entering Unmasked Estep 
Score: -1567317.125000 Penalty: 3062.773682
	Iteration 20F: 3 clusters Score -1567317 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 10443 members 
Entering Unmasked Estep 
Score: -1567335.375000 Penalty: 3062.773682
	Iteration 21Q: 3 clusters Score -1567335 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 10494 members 
Entering Unmasked Estep 
Score: -1567362.875000 Penalty: 3062.773682
	Iteration 22Q: 3 clusters Score -1567363 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 10527 members 
Entering Unmasked Estep 
Score: -1567367.500000 Penalty: 3062.773682
	Iteration 23Q: 3 clusters Score -1567368 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 10547 members 
Entering Unmasked Estep 
Score: -1567373.750000 Penalty: 3062.773682
	Iteration 24Q: 3 clusters Score -1567374 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 10566 members 
Entering Unmasked Estep 
Score: -1567379.250000 Penalty: 3062.773682
	Iteration 25Q: 3 clusters Score -1567379 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 10584 members 
Entering Unmasked Estep 
Score: -1567382.125000 Penalty: 3062.773682
	Iteration 26Q: 3 clusters Score -1567382 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 10602 members 
Entering Unmasked Estep 
Score: -1567389.000000 Penalty: 3062.773682
	Iteration 27Q: 3 clusters Score -1567389 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 10609 members 
Entering Unmasked Estep 
Score: -1567389.875000 Penalty: 3062.773682
	Iteration 28Q: 3 clusters Score -1567390 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 10619 members 
Entering Unmasked Estep 
Score: -1567389.750000 Penalty: 3062.773682
	Iteration 29Q: 3 clusters Score -1567390 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 10628 members 
Entering Unmasked Estep 
Score: -1567395.250000 Penalty: 3062.773682
	Iteration 30Q: 3 clusters Score -1567395 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 10634 members 
Entering Unmasked Estep 
Score: -1567395.875000 Penalty: 3062.773682
	Iteration 31Q: 3 clusters Score -1567396 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 10643 members 
Entering Unmasked Estep 
Score: -1567400.500000 Penalty: 3062.773682
	Iteration 32Q: 3 clusters Score -1567400 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 10655 members 
Entering Unmasked Estep 
Score: -1567402.500000 Penalty: 3062.773682
	Iteration 33Q: 3 clusters Score -1567402 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 10666 members 
Entering Unmasked Estep 
Score: -1567409.000000 Penalty: 3062.773682
	Iteration 34Q: 3 clusters Score -1567409 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 10680 members 
Entering Unmasked Estep 
Score: -1567412.125000 Penalty: 3062.773682
	Iteration 35Q: 3 clusters Score -1567412 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 10701 members 
Entering Unmasked Estep 
Score: -1567424.125000 Penalty: 3062.773682
	Iteration 36Q: 3 clusters Score -1567424 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 10723 members 
Entering Unmasked Estep 
Score: -1567430.500000 Penalty: 3062.773682
	Iteration 37Q: 3 clusters Score -1567430 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 10750 members 
Entering Unmasked Estep 
Score: -1567443.625000 Penalty: 3062.773682
	Iteration 38Q: 3 clusters Score -1567444 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 10776 members 
Entering Unmasked Estep 
Score: -1567453.875000 Penalty: 3062.773682
	Iteration 39Q: 3 clusters Score -1567454 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 10802 members 
Entering Unmasked Estep 
Score: -1567465.875000 Penalty: 3062.773682
	Iteration 40F: 3 clusters Score -1567466 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 10812 members 
Entering Unmasked Estep 
Score: -1567467.875000 Penalty: 3062.773682
	Iteration 41Q: 3 clusters Score -1567468 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 10819 members 
Entering Unmasked Estep 
Score: -1567471.000000 Penalty: 3062.773682
	Iteration 42Q: 3 clusters Score -1567471 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 10823 members 
Entering Unmasked Estep 
Score: -1567476.750000 Penalty: 3062.773682
	Iteration 43Q: 3 clusters Score -1567477 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 10828 members 
Entering Unmasked Estep 
Score: -1567475.750000 Penalty: 3062.773682
	Iteration 44Q: 3 clusters Score -1567476 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 10833 members 
Entering Unmasked Estep 
Score: -1567477.750000 Penalty: 3062.773682
	Iteration 45Q: 3 clusters Score -1567478 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 10836 members 
Entering Unmasked Estep 
Score: -1567479.375000 Penalty: 3062.773682
	Iteration 46Q: 3 clusters Score -1567479 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 10839 members 
Entering Unmasked Estep 
Score: -1567479.750000 Penalty: 3062.773682
	Iteration 47Q: 3 clusters Score -1567480 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 10841 members 
Entering Unmasked Estep 
Score: -1567483.625000 Penalty: 3062.773682
	Iteration 48Q: 3 clusters Score -1567484 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 10840 members 
Entering Unmasked Estep 
Score: -1567481.250000 Penalty: 3062.773682
	Iteration 49Q: 3 clusters Score -1567481 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 10841 members 
Entering Unmasked Estep 
Score: -1567481.125000 Penalty: 3062.773682
	Iteration 50Q: 3 clusters Score -1567481 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 10843 members 
Entering Unmasked Estep 
Score: -1567481.625000 Penalty: 3062.773682
	Iteration 51Q: 3 clusters Score -1567482 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 10844 members 
Entering Unmasked Estep 
Score: -1567481.750000 Penalty: 3062.773682
	Iteration 52Q: 3 clusters Score -1567482 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 10843 members 
Entering Unmasked Estep 
Score: -1567480.625000 Penalty: 3062.773682
	Iteration 53Q: 3 clusters Score -1567481 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 10842 members 
Entering Unmasked Estep 
Score: -1567481.375000 Penalty: 3062.773682
	Iteration 54Q: 3 clusters Score -1567481 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 10843 members 
Entering Unmasked Estep 
Score: -1567482.375000 Penalty: 3062.773682
	Iteration 55Q: 3 clusters Score -1567482 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 10844 members 
Entering Unmasked Estep 
Score: -1567483.500000 Penalty: 3062.773682
	Iteration 56Q: 3 clusters Score -1567484 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 10845 members 
Entering Unmasked Estep 
Score: -1567483.500000 Penalty: 3062.773682
	Iteration 57Q: 3 clusters Score -1567484 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 10846 members 
Entering Unmasked Estep 
Score: -1567482.625000 Penalty: 3062.773682
	Iteration 58Q: 3 clusters Score -1567483 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 10846 members 
Entering Unmasked Estep 
Score: -1567482.625000 Penalty: 3062.773682
	Iteration 59F: 3 clusters Score -1567483 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (17283 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17283 members 
Entering Unmasked Estep 
Score: -2174060.250000 Penalty: 1585.590332
	Iteration 0F: 2 clusters Score -2174060 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8588 members 
Mstep: Class 2 contains 8695 members 
Entering Unmasked Estep 
Score: -2162225.500000 Penalty: 3171.180664
	Iteration 0F: 3 clusters Score -2162226 nChanged 7749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8185 members 
Mstep: Class 2 contains 9098 members 
Entering Unmasked Estep 
Score: -2166478.250000 Penalty: 3171.180664
	Iteration 1F: 3 clusters Score -2166478 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8001 members 
Mstep: Class 2 contains 9282 members 
Entering Unmasked Estep 
Score: -2166886.500000 Penalty: 3171.180664
	Iteration 2F: 3 clusters Score -2166886 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7711 members 
Mstep: Class 2 contains 9572 members 
Entering Unmasked Estep 
Score: -2167271.750000 Penalty: 3171.180664
	Iteration 3F: 3 clusters Score -2167272 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7350 members 
Mstep: Class 2 contains 9933 members 
Entering Unmasked Estep 
Score: -2167686.500000 Penalty: 3171.180664
	Iteration 4Q: 3 clusters Score -2167686 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6877 members 
Mstep: Class 2 contains 10406 members 
Entering Unmasked Estep 
Score: -2168140.500000 Penalty: 3171.180664
	Iteration 5F: 3 clusters Score -2168140 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6355 members 
Mstep: Class 2 contains 10928 members 
Entering Unmasked Estep 
Score: -2168638.750000 Penalty: 3171.180664
	Iteration 6F: 3 clusters Score -2168639 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5772 members 
Mstep: Class 2 contains 11511 members 
Entering Unmasked Estep 
Score: -2169181.750000 Penalty: 3171.180664
	Iteration 7F: 3 clusters Score -2169182 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 12085 members 
Entering Unmasked Estep 
Score: -2169726.500000 Penalty: 3171.180664
	Iteration 8F: 3 clusters Score -2169726 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 12653 members 
Entering Unmasked Estep 
Score: -2170300.500000 Penalty: 3171.180664
	Iteration 9Q: 3 clusters Score -2170300 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 13107 members 
Entering Unmasked Estep 
Score: -2170813.500000 Penalty: 3171.180664
	Iteration 10Q: 3 clusters Score -2170814 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 13463 members 
Entering Unmasked Estep 
Score: -2171239.500000 Penalty: 3171.180664
	Iteration 11Q: 3 clusters Score -2171240 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 13686 members 
Entering Unmasked Estep 
Score: -2171607.000000 Penalty: 3171.180664
	Iteration 12Q: 3 clusters Score -2171607 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 13898 members 
Entering Unmasked Estep 
Score: -2172011.250000 Penalty: 3171.180664
	Iteration 13Q: 3 clusters Score -2172011 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 14023 members 
Entering Unmasked Estep 
Score: -2172338.500000 Penalty: 3171.180664
	Iteration 14Q: 3 clusters Score -2172338 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 14071 members 
Entering Unmasked Estep 
Score: -2172549.000000 Penalty: 3171.180664
	Iteration 15Q: 3 clusters Score -2172549 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 14063 members 
Entering Unmasked Estep 
Score: -2172691.750000 Penalty: 3171.180664
	Iteration 16Q: 3 clusters Score -2172692 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 14032 members 
Entering Unmasked Estep 
Score: -2172788.000000 Penalty: 3171.180664
	Iteration 17Q: 3 clusters Score -2172788 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 13990 members 
Entering Unmasked Estep 
Score: -2172870.750000 Penalty: 3171.180664
	Iteration 18Q: 3 clusters Score -2172871 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 13954 members 
Entering Unmasked Estep 
Score: -2172914.750000 Penalty: 3171.180664
	Iteration 19Q: 3 clusters Score -2172915 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 13915 members 
Entering Unmasked Estep 
Score: -2172953.750000 Penalty: 3171.180664
	Iteration 20F: 3 clusters Score -2172954 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 13880 members 
Entering Unmasked Estep 
Score: -2172968.500000 Penalty: 3171.180664
	Iteration 21Q: 3 clusters Score -2172968 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 13857 members 
Entering Unmasked Estep 
Score: -2172985.500000 Penalty: 3171.180664
	Iteration 22Q: 3 clusters Score -2172986 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 13832 members 
Entering Unmasked Estep 
Score: -2172985.250000 Penalty: 3171.180664
	Iteration 23Q: 3 clusters Score -2172985 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 13819 members 
Entering Unmasked Estep 
Score: -2173001.500000 Penalty: 3171.180664
	Iteration 24Q: 3 clusters Score -2173002 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 13808 members 
Entering Unmasked Estep 
Score: -2172997.750000 Penalty: 3171.180664
	Iteration 25Q: 3 clusters Score -2172998 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 13794 members 
Entering Unmasked Estep 
Score: -2173005.000000 Penalty: 3171.180664
	Iteration 26Q: 3 clusters Score -2173005 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 13775 members 
Entering Unmasked Estep 
Score: -2173010.500000 Penalty: 3171.180664
	Iteration 27Q: 3 clusters Score -2173010 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 13763 members 
Entering Unmasked Estep 
Score: -2173015.250000 Penalty: 3171.180664
	Iteration 28Q: 3 clusters Score -2173015 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 13746 members 
Entering Unmasked Estep 
Score: -2173012.250000 Penalty: 3171.180664
	Iteration 29Q: 3 clusters Score -2173012 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 13740 members 
Entering Unmasked Estep 
Score: -2173014.750000 Penalty: 3171.180664
	Iteration 30Q: 3 clusters Score -2173015 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 13735 members 
Entering Unmasked Estep 
Score: -2173019.750000 Penalty: 3171.180664
	Iteration 31Q: 3 clusters Score -2173020 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 13730 members 
Entering Unmasked Estep 
Score: -2173018.500000 Penalty: 3171.180664
	Iteration 32Q: 3 clusters Score -2173018 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 13727 members 
Entering Unmasked Estep 
Score: -2173023.250000 Penalty: 3171.180664
	Iteration 33Q: 3 clusters Score -2173023 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 13726 members 
Entering Unmasked Estep 
Score: -2173022.750000 Penalty: 3171.180664
	Iteration 34Q: 3 clusters Score -2173023 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 13725 members 
Entering Unmasked Estep 
Score: -2173020.250000 Penalty: 3171.180664
	Iteration 35Q: 3 clusters Score -2173020 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 13724 members 
Entering Unmasked Estep 
Score: -2173021.000000 Penalty: 3171.180664
	Iteration 36Q: 3 clusters Score -2173021 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 13723 members 
Entering Unmasked Estep 
Score: -2173022.250000 Penalty: 3171.180664
	Iteration 37Q: 3 clusters Score -2173022 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 13722 members 
Entering Unmasked Estep 
Score: -2173022.500000 Penalty: 3171.180664
	Iteration 38Q: 3 clusters Score -2173022 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 13720 members 
Entering Unmasked Estep 
Score: -2173021.250000 Penalty: 3171.180664
	Iteration 39Q: 3 clusters Score -2173021 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 13718 members 
Entering Unmasked Estep 
Score: -2173021.500000 Penalty: 3171.180664
	Iteration 40F: 3 clusters Score -2173022 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 13715 members 
Entering Unmasked Estep 
Score: -2173023.000000 Penalty: 3171.180664
	Iteration 41Q: 3 clusters Score -2173023 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 13711 members 
Entering Unmasked Estep 
Score: -2173025.000000 Penalty: 3171.180664
	Iteration 42Q: 3 clusters Score -2173025 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 13707 members 
Entering Unmasked Estep 
Score: -2173027.250000 Penalty: 3171.180664
	Iteration 43Q: 3 clusters Score -2173027 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 13704 members 
Entering Unmasked Estep 
Score: -2173027.000000 Penalty: 3171.180664
	Iteration 44Q: 3 clusters Score -2173027 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 13702 members 
Entering Unmasked Estep 
Score: -2173028.000000 Penalty: 3171.180664
	Iteration 45Q: 3 clusters Score -2173028 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 13701 members 
Entering Unmasked Estep 
Score: -2173025.500000 Penalty: 3171.180664
	Iteration 46Q: 3 clusters Score -2173026 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 13701 members 
Entering Unmasked Estep 
Score: -2173025.500000 Penalty: 3171.180664
	Iteration 47F: 3 clusters Score -2173026 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (17909 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17909 members 
Entering Unmasked Estep 
Score: -2239920.250000 Penalty: 1591.371948
	Iteration 0F: 2 clusters Score -2239920 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9065 members 
Mstep: Class 2 contains 8844 members 
Entering Unmasked Estep 
Score: -2227674.250000 Penalty: 3182.743896
	Iteration 0F: 3 clusters Score -2227674 nChanged 8044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9585 members 
Mstep: Class 2 contains 8324 members 
Entering Unmasked Estep 
Score: -2232049.750000 Penalty: 3182.743896
	Iteration 1F: 3 clusters Score -2232050 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9838 members 
Mstep: Class 2 contains 8071 members 
Entering Unmasked Estep 
Score: -2232486.250000 Penalty: 3182.743896
	Iteration 2F: 3 clusters Score -2232486 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10197 members 
Mstep: Class 2 contains 7712 members 
Entering Unmasked Estep 
Score: -2232945.500000 Penalty: 3182.743896
	Iteration 3F: 3 clusters Score -2232946 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10652 members 
Mstep: Class 2 contains 7257 members 
Entering Unmasked Estep 
Score: -2233457.250000 Penalty: 3182.743896
	Iteration 4F: 3 clusters Score -2233457 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11165 members 
Mstep: Class 2 contains 6744 members 
Entering Unmasked Estep 
Score: -2233996.500000 Penalty: 3182.743896
	Iteration 5F: 3 clusters Score -2233996 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11713 members 
Mstep: Class 2 contains 6196 members 
Entering Unmasked Estep 
Score: -2234592.750000 Penalty: 3182.743896
	Iteration 6Q: 3 clusters Score -2234593 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12251 members 
Mstep: Class 2 contains 5658 members 
Entering Unmasked Estep 
Score: -2235199.750000 Penalty: 3182.743896
	Iteration 7Q: 3 clusters Score -2235200 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12806 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -2235818.750000 Penalty: 3182.743896
	Iteration 8Q: 3 clusters Score -2235819 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13347 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -2236415.750000 Penalty: 3182.743896
	Iteration 9Q: 3 clusters Score -2236416 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13780 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -2236909.000000 Penalty: 3182.743896
	Iteration 10Q: 3 clusters Score -2236909 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14107 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -2237289.750000 Penalty: 3182.743896
	Iteration 11Q: 3 clusters Score -2237290 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14337 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -2237563.500000 Penalty: 3182.743896
	Iteration 12Q: 3 clusters Score -2237564 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14465 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -2237768.750000 Penalty: 3182.743896
	Iteration 13Q: 3 clusters Score -2237769 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14554 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -2237921.250000 Penalty: 3182.743896
	Iteration 14Q: 3 clusters Score -2237921 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14601 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -2238056.750000 Penalty: 3182.743896
	Iteration 15Q: 3 clusters Score -2238057 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14652 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -2238171.750000 Penalty: 3182.743896
	Iteration 16Q: 3 clusters Score -2238172 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14682 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -2238268.250000 Penalty: 3182.743896
	Iteration 17Q: 3 clusters Score -2238268 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14703 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -2238375.250000 Penalty: 3182.743896
	Iteration 18Q: 3 clusters Score -2238375 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14710 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -2238490.500000 Penalty: 3182.743896
	Iteration 19Q: 3 clusters Score -2238490 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14704 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -2238590.000000 Penalty: 3182.743896
	Iteration 20F: 3 clusters Score -2238590 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14723 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -2238681.000000 Penalty: 3182.743896
	Iteration 21Q: 3 clusters Score -2238681 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14737 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -2238753.500000 Penalty: 3182.743896
	Iteration 22Q: 3 clusters Score -2238754 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14720 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -2238826.750000 Penalty: 3182.743896
	Iteration 23Q: 3 clusters Score -2238827 nChanged 176
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14688 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -2238876.000000 Penalty: 3182.743896
	Iteration 24Q: 3 clusters Score -2238876 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14653 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -2238909.000000 Penalty: 3182.743896
	Iteration 25Q: 3 clusters Score -2238909 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14623 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -2238950 nChanged 130
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14555 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -2238986 nChanged 106
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Mstep: Class 1 contains 14493 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -2239011.000000 Penalty: 3182.743896
	Iteration 28Q: 3 clusters Score -2239011 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14425 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -2239033.500000 Penalty: 3182.743896
	Iteration 29Q: 3 clusters Score -2239034 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14350 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -2239055.500000 Penalty: 3182.743896
	Iteration 30Q: 3 clusters Score -2239056 nChanged 83
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14279 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -2239066 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14225 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -2239075 nChanged 61
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14180 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -2239087.250000 Penalty: 3182.743896
	Iteration 33Q: 3 clusters Score -2239087 nChanged 55
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14133 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -2239101.500000 Penalty: 3182.743896
	Iteration 34Q: 3 clusters Score -2239102 nChanged 61
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14082 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -2239108.500000 Penalty: 3182.743896
	Iteration 35Q: 3 clusters Score -2239108 nChanged 76
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14012 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -2239124.250000 Penalty: 3182.743896
	Iteration 36Q: 3 clusters Score -2239124 nChanged 79
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13939 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -2239139.500000 Penalty: 3182.743896
	Iteration 37Q: 3 clusters Score -2239140 nChanged 66
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13877 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -2239161.750000 Penalty: 3182.743896
	Iteration 38Q: 3 clusters Score -2239162 nChanged 75
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13808 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -2239171.500000 Penalty: 3182.743896
	Iteration 39Q: 3 clusters Score -2239172 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13751 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -2239183.750000 Penalty: 3182.743896
	Iteration 40F: 3 clusters Score -2239184 nChanged 52
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13701 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -2239188.250000 Penalty: 3182.743896
	Iteration 41Q: 3 clusters Score -2239188 nChanged 53
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13654 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -2239190 nChanged 39
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13617 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -2239195.750000 Penalty: 3182.743896
	Iteration 43Q: 3 clusters Score -2239196 nChanged 39
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Mstep: Class 1 contains 13582 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -2239204.750000 Penalty: 3182.743896
	Iteration 44Q: 3 clusters Score -2239205 nChanged 39
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13543 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -2239220 nChanged 38
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13507 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -2239224 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13483 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -2239222 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13457 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -2239225.250000 Penalty: 3182.743896
	Iteration 48Q: 3 clusters Score -2239225 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13429 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -2239230.750000 Penalty: 3182.743896
	Iteration 49Q: 3 clusters Score -2239231 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13403 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -2239231.000000 Penalty: 3182.743896
	Iteration 50Q: 3 clusters Score -2239231 nChanged 38
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13367 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -2239234.000000 Penalty: 3182.743896
	Iteration 51Q: 3 clusters Score -2239234 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13323 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -2239240.000000 Penalty: 3182.743896
	Iteration 52Q: 3 clusters Score -2239240 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13276 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -2239241.500000 Penalty: 3182.743896
	Iteration 53Q: 3 clusters Score -2239242 nChanged 49
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13227 members 
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Entering Unmasked Estep 
Score: -2239245.000000 Penalty: 3182.743896
	Iteration 54Q: 3 clusters Score -2239245 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13183 members 
Mstep: Class 2 contains 4726 members 
Entering Unmasked Estep 
Score: -2239257.500000 Penalty: 3182.743896
	Iteration 55Q: 3 clusters Score -2239258 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13148 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -2239261.000000 Penalty: 3182.743896
	Iteration 56Q: 3 clusters Score -2239261 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13107 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -2239265.000000 Penalty: 3182.743896
	Iteration 57Q: 3 clusters Score -2239265 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13075 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -2239272.500000 Penalty: 3182.743896
	Iteration 58Q: 3 clusters Score -2239272 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13043 members 
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Entering Unmasked Estep 
Score: -2239267.250000 Penalty: 3182.743896
	Iteration 59Q: 3 clusters Score -2239267 nChanged 31
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13012 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -2239276.250000 Penalty: 3182.743896
	Iteration 60F: 3 clusters Score -2239276 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12984 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -2239280.250000 Penalty: 3182.743896
	Iteration 61Q: 3 clusters Score -2239280 nChanged 30
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12954 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -2239286.250000 Penalty: 3182.743896
	Iteration 62Q: 3 clusters Score -2239286 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12921 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -2239287 nChanged 37
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12884 members 
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Entering Unmasked Estep 
Score: -2239289.250000 Penalty: 3182.743896
	Iteration 64Q: 3 clusters Score -2239289 nChanged 39
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12847 members 
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Entering Unmasked Estep 
Score: -2239299.250000 Penalty: 3182.743896
	Iteration 65Q: 3 clusters Score -2239299 nChanged 37
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12810 members 
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Entering Unmasked Estep 
Score: -2239305.250000 Penalty: 3182.743896
	Iteration 66Q: 3 clusters Score -2239305 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12777 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -2239308.000000 Penalty: 3182.743896
	Iteration 67Q: 3 clusters Score -2239308 nChanged 37
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12740 members 
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Entering Unmasked Estep 
Score: -2239311.000000 Penalty: 3182.743896
	Iteration 68Q: 3 clusters Score -2239311 nChanged 39
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12705 members 
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Entering Unmasked Estep 
Score: -2239322.750000 Penalty: 3182.743896
	Iteration 69Q: 3 clusters Score -2239323 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12666 members 
Mstep: Class 2 contains 5243 members 
Entering Unmasked Estep 
Score: -2239328.000000 Penalty: 3182.743896
	Iteration 70Q: 3 clusters Score -2239328 nChanged 36
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Mstep: Class 1 contains 12630 members 
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Entering Unmasked Estep 
Score: -2239334.500000 Penalty: 3182.743896
	Iteration 71Q: 3 clusters Score -2239334 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12601 members 
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Entering Unmasked Estep 
Score: -2239335.750000 Penalty: 3182.743896
	Iteration 72Q: 3 clusters Score -2239336 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12578 members 
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Entering Unmasked Estep 
Score: -2239339.500000 Penalty: 3182.743896
	Iteration 73Q: 3 clusters Score -2239340 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12549 members 
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Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -2239343 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12524 members 
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Entering Unmasked Estep 
Score: -2239344.250000 Penalty: 3182.743896
	Iteration 75Q: 3 clusters Score -2239344 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12501 members 
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Entering Unmasked Estep 
Score: -2239348.750000 Penalty: 3182.743896
	Iteration 76Q: 3 clusters Score -2239349 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12481 members 
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Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -2239348 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12457 members 
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Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -2239348 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12434 members 
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Entering Unmasked Estep 
Score: -2239357.250000 Penalty: 3182.743896
	Iteration 79Q: 3 clusters Score -2239357 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12406 members 
Mstep: Class 2 contains 5503 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -2239357 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12373 members 
Mstep: Class 2 contains 5536 members 
Entering Unmasked Estep 
Score: -2239354.500000 Penalty: 3182.743896
	Iteration 81Q: 3 clusters Score -2239354 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12348 members 
Mstep: Class 2 contains 5561 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -2239355 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12328 members 
Mstep: Class 2 contains 5581 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -2239361 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12307 members 
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Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -2239358 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12288 members 
Mstep: Class 2 contains 5621 members 
Entering Unmasked Estep 
Score: -2239364.000000 Penalty: 3182.743896
	Iteration 85Q: 3 clusters Score -2239364 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12266 members 
Mstep: Class 2 contains 5643 members 
Entering Unmasked Estep 
Score: -2239366.250000 Penalty: 3182.743896
	Iteration 86Q: 3 clusters Score -2239366 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12237 members 
Mstep: Class 2 contains 5672 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -2239368 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12216 members 
Mstep: Class 2 contains 5693 members 
Entering Unmasked Estep 
Score: -2239373.000000 Penalty: 3182.743896
	Iteration 88Q: 3 clusters Score -2239373 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12196 members 
Mstep: Class 2 contains 5713 members 
Entering Unmasked Estep 
Score: -2239371.250000 Penalty: 3182.743896
	Iteration 89Q: 3 clusters Score -2239371 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12168 members 
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Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -2239376 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12149 members 
Mstep: Class 2 contains 5760 members 
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	Iteration 91Q: 3 clusters Score -2239378 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12121 members 
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	Iteration 92Q: 3 clusters Score -2239380 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12089 members 
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	Iteration 93Q: 3 clusters Score -2239380 nChanged 30
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12059 members 
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Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -2239380 nChanged 35
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12024 members 
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Entering Unmasked Estep 
Score: -2239384.500000 Penalty: 3182.743896
	Iteration 95Q: 3 clusters Score -2239384 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11991 members 
Mstep: Class 2 contains 5918 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -2239385 nChanged 35
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11956 members 
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Entering Unmasked Estep 
Score: -2239391.250000 Penalty: 3182.743896
	Iteration 97Q: 3 clusters Score -2239391 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11932 members 
Mstep: Class 2 contains 5977 members 
Entering Unmasked Estep 
Score: -2239397.000000 Penalty: 3182.743896
	Iteration 98Q: 3 clusters Score -2239397 nChanged 31
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11901 members 
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Entering Unmasked Estep 
Score: -2239402.250000 Penalty: 3182.743896
	Iteration 99Q: 3 clusters Score -2239402 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11869 members 
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Entering Unmasked Estep 
Score: -2239403.500000 Penalty: 3182.743896
	Iteration 100F: 3 clusters Score -2239404 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11842 members 
Mstep: Class 2 contains 6067 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -2239405 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11818 members 
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Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -2239406 nChanged 22
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -2239406 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11778 members 
Mstep: Class 2 contains 6131 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -2239414 nChanged 25
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Mstep: Class 1 contains 11753 members 
Mstep: Class 2 contains 6156 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -2239410 nChanged 24
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Mstep: Class 1 contains 11729 members 
Mstep: Class 2 contains 6180 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -2239415 nChanged 23
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Mstep: Class 1 contains 11706 members 
Mstep: Class 2 contains 6203 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -2239416 nChanged 19
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Mstep: Class 1 contains 11687 members 
Mstep: Class 2 contains 6222 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -2239414 nChanged 25
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Mstep: Class 1 contains 11662 members 
Mstep: Class 2 contains 6247 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -2239420 nChanged 23
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Mstep: Class 1 contains 11639 members 
Mstep: Class 2 contains 6270 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -2239429 nChanged 22
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Mstep: Class 1 contains 11617 members 
Mstep: Class 2 contains 6292 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -2239423 nChanged 17
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Mstep: Class 1 contains 11602 members 
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Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -2239424 nChanged 11
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Mstep: Class 1 contains 11591 members 
Mstep: Class 2 contains 6318 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 11583 members 
Mstep: Class 2 contains 6326 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -2239430 nChanged 6
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Mstep: Class 1 contains 11577 members 
Mstep: Class 2 contains 6332 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -2239429 nChanged 8
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Mstep: Class 1 contains 11569 members 
Mstep: Class 2 contains 6340 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -2239430 nChanged 11
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Mstep: Class 1 contains 11558 members 
Mstep: Class 2 contains 6351 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -2239431 nChanged 19
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Mstep: Class 1 contains 11539 members 
Mstep: Class 2 contains 6370 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -2239434 nChanged 13
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Mstep: Class 1 contains 11526 members 
Mstep: Class 2 contains 6383 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -2239432 nChanged 10
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Mstep: Class 1 contains 11516 members 
Mstep: Class 2 contains 6393 members 
Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -2239430 nChanged 8
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Mstep: Class 1 contains 11508 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 11495 members 
Mstep: Class 2 contains 6414 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 11487 members 
Mstep: Class 2 contains 6422 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -2239434 nChanged 8
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Mstep: Class 1 contains 11479 members 
Mstep: Class 2 contains 6430 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -2239432 nChanged 9
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Mstep: Class 1 contains 11470 members 
Mstep: Class 2 contains 6439 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -2239430 nChanged 7
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Mstep: Class 1 contains 11463 members 
Mstep: Class 2 contains 6446 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -2239432 nChanged 11
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Mstep: Class 1 contains 11454 members 
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Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -2239431 nChanged 8
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Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -2239430 nChanged 12
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Mstep: Class 1 contains 11434 members 
Mstep: Class 2 contains 6475 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -2239436 nChanged 11
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Mstep: Class 1 contains 11423 members 
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Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -2239440 nChanged 15
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	Iteration 131Q: 3 clusters Score -2239441 nChanged 15
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Mstep: Class 1 contains 11393 members 
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Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -2239442 nChanged 12
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Mstep: Class 1 contains 11381 members 
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Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -2239440 nChanged 7
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	Iteration 134Q: 3 clusters Score -2239444 nChanged 6
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Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -2239444 nChanged 8
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Mstep: Class 1 contains 11362 members 
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Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -2239448 nChanged 7
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Mstep: Class 1 contains 11355 members 
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Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -2239448 nChanged 7
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	Iteration 138Q: 3 clusters Score -2239446 nChanged 6
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Mstep: Class 1 contains 11342 members 
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Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -2239446 nChanged 4
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Mstep: Class 1 contains 11338 members 
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Entering Unmasked Estep 
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	Iteration 140F: 3 clusters Score -2239445 nChanged 6
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Mstep: Class 1 contains 11332 members 
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	Iteration 141Q: 3 clusters Score -2239446 nChanged 10
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Mstep: Class 1 contains 11322 members 
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Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -2239446 nChanged 14
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	Iteration 143Q: 3 clusters Score -2239446 nChanged 15
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Mstep: Class 1 contains 11293 members 
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	Iteration 144Q: 3 clusters Score -2239449 nChanged 15
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Mstep: Class 1 contains 11278 members 
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	Iteration 145Q: 3 clusters Score -2239457 nChanged 18
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Mstep: Class 1 contains 11260 members 
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Mstep: Class 1 contains 11243 members 
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	Iteration 147Q: 3 clusters Score -2239461 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11226 members 
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	Iteration 148Q: 3 clusters Score -2239458 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11214 members 
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	Iteration 149Q: 3 clusters Score -2239458 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11200 members 
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	Iteration 150Q: 3 clusters Score -2239460 nChanged 18
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Mstep: Class 1 contains 11182 members 
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	Iteration 151Q: 3 clusters Score -2239460 nChanged 23
Entering Unmasked Mstep 
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	Iteration 152Q: 3 clusters Score -2239467 nChanged 18
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Mstep: Class 1 contains 11141 members 
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	Iteration 153Q: 3 clusters Score -2239473 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11123 members 
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	Iteration 154Q: 3 clusters Score -2239476 nChanged 18
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Mstep: Class 1 contains 11105 members 
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	Iteration 155Q: 3 clusters Score -2239478 nChanged 24
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Mstep: Class 1 contains 11083 members 
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	Iteration 156Q: 3 clusters Score -2239476 nChanged 31
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Mstep: Class 1 contains 11054 members 
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	Iteration 157Q: 3 clusters Score -2239479 nChanged 33
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Mstep: Class 1 contains 11021 members 
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	Iteration 158Q: 3 clusters Score -2239484 nChanged 38
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	Iteration 159Q: 3 clusters Score -2239491 nChanged 29
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Mstep: Class 1 contains 10954 members 
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	Iteration 160F: 3 clusters Score -2239488 nChanged 37
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	Iteration 161Q: 3 clusters Score -2239491 nChanged 36
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	Iteration 162Q: 3 clusters Score -2239496 nChanged 41
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	Iteration 163Q: 3 clusters Score -2239499 nChanged 38
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	Iteration 164Q: 3 clusters Score -2239510 nChanged 40
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	Iteration 165Q: 3 clusters Score -2239516 nChanged 51
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	Iteration 166Q: 3 clusters Score -2239516 nChanged 38
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	Iteration 167Q: 3 clusters Score -2239520 nChanged 29
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	Iteration 168Q: 3 clusters Score -2239526 nChanged 25
Entering Unmasked Mstep 
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	Iteration 169Q: 3 clusters Score -2239528 nChanged 37
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	Iteration 170Q: 3 clusters Score -2239531 nChanged 41
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	Iteration 171Q: 3 clusters Score -2239543 nChanged 42
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	Iteration 172Q: 3 clusters Score -2239544 nChanged 39
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	Iteration 173Q: 3 clusters Score -2239547 nChanged 33
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	Iteration 174Q: 3 clusters Score -2239552 nChanged 42
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	Iteration 175Q: 3 clusters Score -2239562 nChanged 42
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	Iteration 176Q: 3 clusters Score -2239563 nChanged 43
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	Iteration 177Q: 3 clusters Score -2239564 nChanged 40
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	Iteration 178Q: 3 clusters Score -2239574 nChanged 29
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	Iteration 179Q: 3 clusters Score -2239574 nChanged 24
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	Iteration 180F: 3 clusters Score -2239572 nChanged 19
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	Iteration 181Q: 3 clusters Score -2239574 nChanged 9
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	Iteration 182Q: 3 clusters Score -2239576 nChanged 13
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	Iteration 183Q: 3 clusters Score -2239572 nChanged 10
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	Iteration 184Q: 3 clusters Score -2239574 nChanged 10
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	Iteration 185Q: 3 clusters Score -2239576 nChanged 14
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	Iteration 186Q: 3 clusters Score -2239579 nChanged 16
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	Iteration 187Q: 3 clusters Score -2239584 nChanged 15
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	Iteration 188Q: 3 clusters Score -2239583 nChanged 17
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	Iteration 189Q: 3 clusters Score -2239580 nChanged 16
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	Iteration 190Q: 3 clusters Score -2239584 nChanged 17
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	Iteration 191Q: 3 clusters Score -2239589 nChanged 14
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	Iteration 192Q: 3 clusters Score -2239590 nChanged 13
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	Iteration 193Q: 3 clusters Score -2239592 nChanged 19
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	Iteration 194Q: 3 clusters Score -2239594 nChanged 14
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	Iteration 195Q: 3 clusters Score -2239594 nChanged 13
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Mstep: Class 2 contains 7901 members 
Entering Unmasked Estep 
Score: -2239592.750000 Penalty: 3182.743896
	Iteration 196Q: 3 clusters Score -2239593 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10000 members 
Mstep: Class 2 contains 7909 members 
Entering Unmasked Estep 
Score: -2239594.000000 Penalty: 3182.743896
	Iteration 197Q: 3 clusters Score -2239594 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9992 members 
Mstep: Class 2 contains 7917 members 
Entering Unmasked Estep 
Score: -2239597.250000 Penalty: 3182.743896
	Iteration 198Q: 3 clusters Score -2239597 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9986 members 
Mstep: Class 2 contains 7923 members 
Entering Unmasked Estep 
Score: -2239595.000000 Penalty: 3182.743896
	Iteration 199Q: 3 clusters Score -2239595 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9979 members 
Mstep: Class 2 contains 7930 members 
Entering Unmasked Estep 
Score: -2239594.000000 Penalty: 3182.743896
	Iteration 200F: 3 clusters Score -2239594 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9973 members 
Mstep: Class 2 contains 7936 members 
Entering Unmasked Estep 
Score: -2239598.500000 Penalty: 3182.743896
	Iteration 201Q: 3 clusters Score -2239598 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9970 members 
Mstep: Class 2 contains 7939 members 
Entering Unmasked Estep 
Score: -2239595.000000 Penalty: 3182.743896
	Iteration 202Q: 3 clusters Score -2239595 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9967 members 
Mstep: Class 2 contains 7942 members 
Entering Unmasked Estep 
Score: -2239595.250000 Penalty: 3182.743896
	Iteration 203Q: 3 clusters Score -2239595 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9964 members 
Mstep: Class 2 contains 7945 members 
Entering Unmasked Estep 
Score: -2239600.500000 Penalty: 3182.743896
	Iteration 204Q: 3 clusters Score -2239600 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9961 members 
Mstep: Class 2 contains 7948 members 
Entering Unmasked Estep 
Score: -2239599.000000 Penalty: 3182.743896
	Iteration 205Q: 3 clusters Score -2239599 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9959 members 
Mstep: Class 2 contains 7950 members 
Entering Unmasked Estep 
Score: -2239599.000000 Penalty: 3182.743896
	Iteration 206Q: 3 clusters Score -2239599 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9956 members 
Mstep: Class 2 contains 7953 members 
Entering Unmasked Estep 
Score: -2239598.000000 Penalty: 3182.743896
	Iteration 207Q: 3 clusters Score -2239598 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9951 members 
Mstep: Class 2 contains 7958 members 
Entering Unmasked Estep 
Score: -2239600.250000 Penalty: 3182.743896
	Iteration 208Q: 3 clusters Score -2239600 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9944 members 
Mstep: Class 2 contains 7965 members 
Entering Unmasked Estep 
Score: -2239601.250000 Penalty: 3182.743896
	Iteration 209Q: 3 clusters Score -2239601 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9940 members 
Mstep: Class 2 contains 7969 members 
Entering Unmasked Estep 
Score: -2239604.250000 Penalty: 3182.743896
	Iteration 210Q: 3 clusters Score -2239604 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9936 members 
Mstep: Class 2 contains 7973 members 
Entering Unmasked Estep 
Score: -2239599.750000 Penalty: 3182.743896
	Iteration 211Q: 3 clusters Score -2239600 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9930 members 
Mstep: Class 2 contains 7979 members 
Entering Unmasked Estep 
Score: -2239601.500000 Penalty: 3182.743896
	Iteration 212Q: 3 clusters Score -2239602 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9928 members 
Mstep: Class 2 contains 7981 members 
Entering Unmasked Estep 
Score: -2239603.250000 Penalty: 3182.743896
	Iteration 213Q: 3 clusters Score -2239603 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9927 members 
Mstep: Class 2 contains 7982 members 
Entering Unmasked Estep 
Score: -2239605.000000 Penalty: 3182.743896
	Iteration 214Q: 3 clusters Score -2239605 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9927 members 
Mstep: Class 2 contains 7982 members 
Entering Unmasked Estep 
Score: -2239605.000000 Penalty: 3182.743896
	Iteration 215F: 3 clusters Score -2239605 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (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: -49810.355469 Penalty: 998.430176
	Iteration 0F: 2 clusters Score -49810.36 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 245 members 
Entering Unmasked Estep 
Score: -48835.792969 Penalty: 1996.860352
	Iteration 0F: 3 clusters Score -48835.79 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -49081.878906 Penalty: 1996.860352
	Iteration 1F: 3 clusters Score -49081.88 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -49180.562500 Penalty: 1996.860352
	Iteration 2F: 3 clusters Score -49180.56 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -49271.546875 Penalty: 1996.860352
	Iteration 3F: 3 clusters Score -49271.55 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -49334.152344 Penalty: 1996.860352
	Iteration 4Q: 3 clusters Score -49334.15 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -49366.476562 Penalty: 1996.860352
	Iteration 5Q: 3 clusters Score -49366.48 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -49395.773438 Penalty: 1996.860352
	Iteration 6Q: 3 clusters Score -49395.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -49400.394531 Penalty: 1996.860352
	Iteration 7Q: 3 clusters Score -49400.39 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -49429.355469 Penalty: 1996.860352
	Iteration 8Q: 3 clusters Score -49429.36 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -49444.292969 Penalty: 1996.860352
	Iteration 9Q: 3 clusters Score -49444.29 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -49448.320312 Penalty: 1996.860352
	Iteration 10Q: 3 clusters Score -49448.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -49448.320312 Penalty: 1996.860352
	Iteration 11F: 3 clusters Score -49448.32 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (8563 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8563 members 
Entering Unmasked Estep 
Score: -1068670.125000 Penalty: 1471.471069
	Iteration 0F: 2 clusters Score -1068670 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -1062452.875000 Penalty: 2942.942139
	Iteration 0F: 3 clusters Score -1062453 nChanged 3699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -1064540.500000 Penalty: 2942.942139
	Iteration 1F: 3 clusters Score -1064540 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -1065026.500000 Penalty: 2942.942139
	Iteration 2F: 3 clusters Score -1065026 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -1065521.125000 Penalty: 2942.942139
	Iteration 3F: 3 clusters Score -1065521 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5282 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -1065931.250000 Penalty: 2942.942139
	Iteration 4F: 3 clusters Score -1065931 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5537 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -1066230.875000 Penalty: 2942.942139
	Iteration 5F: 3 clusters Score -1066231 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5757 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -1066435.250000 Penalty: 2942.942139
	Iteration 6Q: 3 clusters Score -1066435 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5901 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -1066550.375000 Penalty: 2942.942139
	Iteration 7Q: 3 clusters Score -1066550 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6000 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -1066628.250000 Penalty: 2942.942139
	Iteration 8Q: 3 clusters Score -1066628 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6090 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -1066692.500000 Penalty: 2942.942139
	Iteration 9Q: 3 clusters Score -1066692 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6179 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -1066739.625000 Penalty: 2942.942139
	Iteration 10Q: 3 clusters Score -1066740 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6266 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -1066778.000000 Penalty: 2942.942139
	Iteration 11Q: 3 clusters Score -1066778 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6335 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -1066801.875000 Penalty: 2942.942139
	Iteration 12Q: 3 clusters Score -1066802 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6396 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -1066819.750000 Penalty: 2942.942139
	Iteration 13Q: 3 clusters Score -1066820 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6453 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -1066842.250000 Penalty: 2942.942139
	Iteration 14Q: 3 clusters Score -1066842 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6511 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -1066864.500000 Penalty: 2942.942139
	Iteration 15Q: 3 clusters Score -1066864 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6565 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -1066888.750000 Penalty: 2942.942139
	Iteration 16Q: 3 clusters Score -1066889 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6611 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -1066911.625000 Penalty: 2942.942139
	Iteration 17Q: 3 clusters Score -1066912 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6670 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -1066954.625000 Penalty: 2942.942139
	Iteration 18Q: 3 clusters Score -1066955 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6746 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -1067034.125000 Penalty: 2942.942139
	Iteration 19Q: 3 clusters Score -1067034 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6828 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -1067184.125000 Penalty: 2942.942139
	Iteration 20F: 3 clusters Score -1067184 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6924 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -1067298.125000 Penalty: 2942.942139
	Iteration 21Q: 3 clusters Score -1067298 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7013 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -1067357.875000 Penalty: 2942.942139
	Iteration 22Q: 3 clusters Score -1067358 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7088 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -1067401.750000 Penalty: 2942.942139
	Iteration 23Q: 3 clusters Score -1067402 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7150 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -1067433.750000 Penalty: 2942.942139
	Iteration 24Q: 3 clusters Score -1067434 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7199 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -1067457.500000 Penalty: 2942.942139
	Iteration 25Q: 3 clusters Score -1067458 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7247 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -1067479.750000 Penalty: 2942.942139
	Iteration 26Q: 3 clusters Score -1067480 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7293 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -1067504.125000 Penalty: 2942.942139
	Iteration 27Q: 3 clusters Score -1067504 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7331 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -1067524.625000 Penalty: 2942.942139
	Iteration 28Q: 3 clusters Score -1067525 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7364 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -1067537.250000 Penalty: 2942.942139
	Iteration 29Q: 3 clusters Score -1067537 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7389 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -1067547.750000 Penalty: 2942.942139
	Iteration 30Q: 3 clusters Score -1067548 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7419 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -1067564.250000 Penalty: 2942.942139
	Iteration 31Q: 3 clusters Score -1067564 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7444 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -1067570.875000 Penalty: 2942.942139
	Iteration 32Q: 3 clusters Score -1067571 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7462 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -1067580.000000 Penalty: 2942.942139
	Iteration 33Q: 3 clusters Score -1067580 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7476 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -1067583.000000 Penalty: 2942.942139
	Iteration 34Q: 3 clusters Score -1067583 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7485 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -1067585.875000 Penalty: 2942.942139
	Iteration 35Q: 3 clusters Score -1067586 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7495 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -1067588.500000 Penalty: 2942.942139
	Iteration 36Q: 3 clusters Score -1067588 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7507 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -1067596.500000 Penalty: 2942.942139
	Iteration 37Q: 3 clusters Score -1067596 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7516 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -1067599.000000 Penalty: 2942.942139
	Iteration 38Q: 3 clusters Score -1067599 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7527 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -1067601.500000 Penalty: 2942.942139
	Iteration 39Q: 3 clusters Score -1067602 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7540 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -1067607.125000 Penalty: 2942.942139
	Iteration 40F: 3 clusters Score -1067607 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7550 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -1067609.625000 Penalty: 2942.942139
	Iteration 41Q: 3 clusters Score -1067610 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7558 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -1067611.000000 Penalty: 2942.942139
	Iteration 42Q: 3 clusters Score -1067611 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7562 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -1067613.375000 Penalty: 2942.942139
	Iteration 43Q: 3 clusters Score -1067613 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7563 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -1067613.000000 Penalty: 2942.942139
	Iteration 44Q: 3 clusters Score -1067613 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7563 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -1067613.000000 Penalty: 2942.942139
	Iteration 45F: 3 clusters Score -1067613 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (6309 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6309 members 
Entering Unmasked Estep 
Score: -787357.187500 Penalty: 1421.831421
	Iteration 0F: 2 clusters Score -787357.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -782655.312500 Penalty: 2843.662842
	Iteration 0F: 3 clusters Score -782655.3 nChanged 2551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -784175.312500 Penalty: 2843.662842
	Iteration 1F: 3 clusters Score -784175.3 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -784569.437500 Penalty: 2843.662842
	Iteration 2F: 3 clusters Score -784569.4 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -784937.187500 Penalty: 2843.662842
	Iteration 3F: 3 clusters Score -784937.2 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -785313.625000 Penalty: 2843.662842
	Iteration 4F: 3 clusters Score -785313.6 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -785648.125000 Penalty: 2843.662842
	Iteration 5F: 3 clusters Score -785648.1 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -785932.937500 Penalty: 2843.662842
	Iteration 6F: 3 clusters Score -785932.9 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -786176.750000 Penalty: 2843.662842
	Iteration 7F: 3 clusters Score -786176.8 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -786378.187500 Penalty: 2843.662842
	Iteration 8Q: 3 clusters Score -786378.2 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -786569.937500 Penalty: 2843.662842
	Iteration 9Q: 3 clusters Score -786569.9 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -786714.375000 Penalty: 2843.662842
	Iteration 10Q: 3 clusters Score -786714.4 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -786826.875000 Penalty: 2843.662842
	Iteration 11Q: 3 clusters Score -786826.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -786899.125000 Penalty: 2843.662842
	Iteration 12Q: 3 clusters Score -786899.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -786959.500000 Penalty: 2843.662842
	Iteration 13Q: 3 clusters Score -786959.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -786996.437500 Penalty: 2843.662842
	Iteration 14Q: 3 clusters Score -786996.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -787017.812500 Penalty: 2843.662842
	Iteration 15Q: 3 clusters Score -787017.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -787031.812500 Penalty: 2843.662842
	Iteration 16Q: 3 clusters Score -787031.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -787038.312500 Penalty: 2843.662842
	Iteration 17Q: 3 clusters Score -787038.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -787047.187500 Penalty: 2843.662842
	Iteration 18Q: 3 clusters Score -787047.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -787056.375000 Penalty: 2843.662842
	Iteration 19Q: 3 clusters Score -787056.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -787059.937500 Penalty: 2843.662842
	Iteration 20F: 3 clusters Score -787059.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -787062.500000 Penalty: 2843.662842
	Iteration 21Q: 3 clusters Score -787062.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -787066.562500 Penalty: 2843.662842
	Iteration 22Q: 3 clusters Score -787066.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -787067.062500 Penalty: 2843.662842
	Iteration 23Q: 3 clusters Score -787067.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -787068.812500 Penalty: 2843.662842
	Iteration 24Q: 3 clusters Score -787068.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -787071.687500 Penalty: 2843.662842
	Iteration 25Q: 3 clusters Score -787071.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -787071.625000 Penalty: 2843.662842
	Iteration 26Q: 3 clusters Score -787071.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -787072.000000 Penalty: 2843.662842
	Iteration 27Q: 3 clusters Score -787072 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -787072.000000 Penalty: 2843.662842
	Iteration 28F: 3 clusters Score -787072 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (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: -340833.406250 Penalty: 1291.956665
	Iteration 0F: 2 clusters Score -340833.4 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 1417 members 
Entering Unmasked Estep 
Score: -338227.187500 Penalty: 2583.913330
	Iteration 0F: 3 clusters Score -338227.2 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -338838.343750 Penalty: 2583.913330
	Iteration 1F: 3 clusters Score -338838.3 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -339098.656250 Penalty: 2583.913330
	Iteration 2F: 3 clusters Score -339098.7 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -339293.562500 Penalty: 2583.913330
	Iteration 3F: 3 clusters Score -339293.6 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -339419.843750 Penalty: 2583.913330
	Iteration 4F: 3 clusters Score -339419.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -339526.406250 Penalty: 2583.913330
	Iteration 5Q: 3 clusters Score -339526.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -339615.187500 Penalty: 2583.913330
	Iteration 6Q: 3 clusters Score -339615.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -339693.656250 Penalty: 2583.913330
	Iteration 7Q: 3 clusters Score -339693.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -339764.750000 Penalty: 2583.913330
	Iteration 8Q: 3 clusters Score -339764.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -339809.062500 Penalty: 2583.913330
	Iteration 9Q: 3 clusters Score -339809.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -339842.093750 Penalty: 2583.913330
	Iteration 10Q: 3 clusters Score -339842.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -339867.343750 Penalty: 2583.913330
	Iteration 11Q: 3 clusters Score -339867.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -339900.406250 Penalty: 2583.913330
	Iteration 12Q: 3 clusters Score -339900.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -339919.406250 Penalty: 2583.913330
	Iteration 13Q: 3 clusters Score -339919.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -339928.031250 Penalty: 2583.913330
	Iteration 14Q: 3 clusters Score -339928 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -339936.312500 Penalty: 2583.913330
	Iteration 15Q: 3 clusters Score -339936.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -339947.218750 Penalty: 2583.913330
	Iteration 16Q: 3 clusters Score -339947.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -339952.937500 Penalty: 2583.913330
	Iteration 17Q: 3 clusters Score -339952.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -339954.281250 Penalty: 2583.913330
	Iteration 18Q: 3 clusters Score -339954.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -339957.250000 Penalty: 2583.913330
	Iteration 19Q: 3 clusters Score -339957.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -339959.218750 Penalty: 2583.913330
	Iteration 20F: 3 clusters Score -339959.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -339960.718750 Penalty: 2583.913330
	Iteration 21Q: 3 clusters Score -339960.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -339963.250000 Penalty: 2583.913330
	Iteration 22Q: 3 clusters Score -339963.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -339965.187500 Penalty: 2583.913330
	Iteration 23Q: 3 clusters Score -339965.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -339966.375000 Penalty: 2583.913330
	Iteration 24Q: 3 clusters Score -339966.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -339966.375000 Penalty: 2583.913330
	Iteration 25Q: 3 clusters Score -339966.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -339970.062500 Penalty: 2583.913330
	Iteration 26Q: 3 clusters Score -339970.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -339970.625000 Penalty: 2583.913330
	Iteration 27Q: 3 clusters Score -339970.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -339971.625000 Penalty: 2583.913330
	Iteration 28Q: 3 clusters Score -339971.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -339972.781250 Penalty: 2583.913330
	Iteration 29Q: 3 clusters Score -339972.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -339972.156250 Penalty: 2583.913330
	Iteration 30Q: 3 clusters Score -339972.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -339973.656250 Penalty: 2583.913330
	Iteration 31Q: 3 clusters Score -339973.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -339975.562500 Penalty: 2583.913330
	Iteration 32Q: 3 clusters Score -339975.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -339976.656250 Penalty: 2583.913330
	Iteration 33Q: 3 clusters Score -339976.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -339978.312500 Penalty: 2583.913330
	Iteration 34Q: 3 clusters Score -339978.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -339980.906250 Penalty: 2583.913330
	Iteration 35Q: 3 clusters Score -339980.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -339984.218750 Penalty: 2583.913330
	Iteration 36Q: 3 clusters Score -339984.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -339986.250000 Penalty: 2583.913330
	Iteration 37Q: 3 clusters Score -339986.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -339988.187500 Penalty: 2583.913330
	Iteration 38Q: 3 clusters Score -339988.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -339988.812500 Penalty: 2583.913330
	Iteration 39Q: 3 clusters Score -339988.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -339988.687500 Penalty: 2583.913330
	Iteration 40F: 3 clusters Score -339988.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (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: -408467.500000 Penalty: 1314.291504
	Iteration 0F: 2 clusters Score -408467.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -405600.031250 Penalty: 2628.583008
	Iteration 0F: 3 clusters Score -405600 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -406382.187500 Penalty: 2628.583008
	Iteration 1F: 3 clusters Score -406382.2 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -406567.656250 Penalty: 2628.583008
	Iteration 2F: 3 clusters Score -406567.7 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -406679.750000 Penalty: 2628.583008
	Iteration 3F: 3 clusters Score -406679.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -406769.375000 Penalty: 2628.583008
	Iteration 4Q: 3 clusters Score -406769.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -406847.125000 Penalty: 2628.583008
	Iteration 5Q: 3 clusters Score -406847.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -406931.812500 Penalty: 2628.583008
	Iteration 6Q: 3 clusters Score -406931.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -406990.062500 Penalty: 2628.583008
	Iteration 7Q: 3 clusters Score -406990.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -407035.187500 Penalty: 2628.583008
	Iteration 8Q: 3 clusters Score -407035.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -407081.687500 Penalty: 2628.583008
	Iteration 9Q: 3 clusters Score -407081.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -407131.125000 Penalty: 2628.583008
	Iteration 10Q: 3 clusters Score -407131.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -407171.406250 Penalty: 2628.583008
	Iteration 11Q: 3 clusters Score -407171.4 nChanged 63
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: -407205.093750 Penalty: 2628.583008
	Iteration 12Q: 3 clusters Score -407205.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -407237.718750 Penalty: 2628.583008
	Iteration 13Q: 3 clusters Score -407237.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -407257.000000 Penalty: 2628.583008
	Iteration 14Q: 3 clusters Score -407257 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -407272.031250 Penalty: 2628.583008
	Iteration 15Q: 3 clusters Score -407272 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -407289.031250 Penalty: 2628.583008
	Iteration 16Q: 3 clusters Score -407289 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -407299.031250 Penalty: 2628.583008
	Iteration 17Q: 3 clusters Score -407299 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -407310.656250 Penalty: 2628.583008
	Iteration 18Q: 3 clusters Score -407310.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -407321.812500 Penalty: 2628.583008
	Iteration 19Q: 3 clusters Score -407321.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -407331.343750 Penalty: 2628.583008
	Iteration 20F: 3 clusters Score -407331.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -407339.812500 Penalty: 2628.583008
	Iteration 21Q: 3 clusters Score -407339.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -407347.812500 Penalty: 2628.583008
	Iteration 22Q: 3 clusters Score -407347.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -407352.531250 Penalty: 2628.583008
	Iteration 23Q: 3 clusters Score -407352.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -407356.375000 Penalty: 2628.583008
	Iteration 24Q: 3 clusters Score -407356.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -407361.187500 Penalty: 2628.583008
	Iteration 25Q: 3 clusters Score -407361.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -407364.500000 Penalty: 2628.583008
	Iteration 26Q: 3 clusters Score -407364.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -407368.218750 Penalty: 2628.583008
	Iteration 27Q: 3 clusters Score -407368.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -407369.968750 Penalty: 2628.583008
	Iteration 28Q: 3 clusters Score -407370 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -407370.843750 Penalty: 2628.583008
	Iteration 29Q: 3 clusters Score -407370.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -407373.500000 Penalty: 2628.583008
	Iteration 30Q: 3 clusters Score -407373.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -407374.500000 Penalty: 2628.583008
	Iteration 31Q: 3 clusters Score -407374.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -407375.968750 Penalty: 2628.583008
	Iteration 32Q: 3 clusters Score -407376 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -407377.468750 Penalty: 2628.583008
	Iteration 33Q: 3 clusters Score -407377.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -407377.468750 Penalty: 2628.583008
	Iteration 34F: 3 clusters Score -407377.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (32214 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32214 members 
Entering Unmasked Estep 
Score: -4176317.500000 Penalty: 1686.775391
	Iteration 0F: 2 clusters Score -4176318 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16020 members 
Mstep: Class 2 contains 16194 members 
Entering Unmasked Estep 
Score: -4154802.250000 Penalty: 3373.550781
	Iteration 0F: 3 clusters Score -4154802 nChanged 14755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15871 members 
Mstep: Class 2 contains 16343 members 
Entering Unmasked Estep 
Score: -4163078.000000 Penalty: 3373.550781
	Iteration 1F: 3 clusters Score -4163078 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15885 members 
Mstep: Class 2 contains 16329 members 
Entering Unmasked Estep 
Score: -4163587.750000 Penalty: 3373.550781
	Iteration 2Q: 3 clusters Score -4163588 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16015 members 
Mstep: Class 2 contains 16199 members 
Entering Unmasked Estep 
Score: -4164210.000000 Penalty: 3373.550781
	Iteration 3Q: 3 clusters Score -4164210 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16096 members 
Mstep: Class 2 contains 16118 members 
Entering Unmasked Estep 
Score: -4164929.500000 Penalty: 3373.550781
	Iteration 4Q: 3 clusters Score -4164930 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16172 members 
Mstep: Class 2 contains 16042 members 
Entering Unmasked Estep 
Score: -4165753.750000 Penalty: 3373.550781
	Iteration 5F: 3 clusters Score -4165754 nChanged 1758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16184 members 
Mstep: Class 2 contains 16030 members 
Entering Unmasked Estep 
Score: -4166683.500000 Penalty: 3373.550781
	Iteration 6F: 3 clusters Score -4166684 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16107 members 
Mstep: Class 2 contains 16107 members 
Entering Unmasked Estep 
Score: -4167662.500000 Penalty: 3373.550781
	Iteration 7F: 3 clusters Score -4167662 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15984 members 
Mstep: Class 2 contains 16230 members 
Entering Unmasked Estep 
Score: -4168643.500000 Penalty: 3373.550781
	Iteration 8F: 3 clusters Score -4168644 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15830 members 
Mstep: Class 2 contains 16384 members 
Entering Unmasked Estep 
Score: -4169572.000000 Penalty: 3373.550781
	Iteration 9Q: 3 clusters Score -4169572 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15681 members 
Mstep: Class 2 contains 16533 members 
Entering Unmasked Estep 
Score: -4170408.250000 Penalty: 3373.550781
	Iteration 10Q: 3 clusters Score -4170408 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15648 members 
Mstep: Class 2 contains 16566 members 
Entering Unmasked Estep 
Score: -4170978.500000 Penalty: 3373.550781
	Iteration 11Q: 3 clusters Score -4170978 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15656 members 
Mstep: Class 2 contains 16558 members 
Entering Unmasked Estep 
Score: -4171286.250000 Penalty: 3373.550781
	Iteration 12Q: 3 clusters Score -4171286 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15665 members 
Mstep: Class 2 contains 16549 members 
Entering Unmasked Estep 
Score: -4171453.750000 Penalty: 3373.550781
	Iteration 13Q: 3 clusters Score -4171454 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15703 members 
Mstep: Class 2 contains 16511 members 
Entering Unmasked Estep 
Score: -4171573.250000 Penalty: 3373.550781
	Iteration 14Q: 3 clusters Score -4171573 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15734 members 
Mstep: Class 2 contains 16480 members 
Entering Unmasked Estep 
Score: -4171660.000000 Penalty: 3373.550781
	Iteration 15Q: 3 clusters Score -4171660 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15759 members 
Mstep: Class 2 contains 16455 members 
Entering Unmasked Estep 
Score: -4171727.000000 Penalty: 3373.550781
	Iteration 16Q: 3 clusters Score -4171727 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15770 members 
Mstep: Class 2 contains 16444 members 
Entering Unmasked Estep 
Score: -4171786.000000 Penalty: 3373.550781
	Iteration 17Q: 3 clusters Score -4171786 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15772 members 
Mstep: Class 2 contains 16442 members 
Entering Unmasked Estep 
Score: -4171826.750000 Penalty: 3373.550781
	Iteration 18Q: 3 clusters Score -4171827 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15772 members 
Mstep: Class 2 contains 16442 members 
Entering Unmasked Estep 
Score: -4171867.500000 Penalty: 3373.550781
	Iteration 19Q: 3 clusters Score -4171868 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15777 members 
Mstep: Class 2 contains 16437 members 
Entering Unmasked Estep 
Score: -4171912.750000 Penalty: 3373.550781
	Iteration 20F: 3 clusters Score -4171913 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15790 members 
Mstep: Class 2 contains 16424 members 
Entering Unmasked Estep 
Score: -4171948.000000 Penalty: 3373.550781
	Iteration 21Q: 3 clusters Score -4171948 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15790 members 
Mstep: Class 2 contains 16424 members 
Entering Unmasked Estep 
Score: -4171982.250000 Penalty: 3373.550781
	Iteration 22Q: 3 clusters Score -4171982 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15788 members 
Mstep: Class 2 contains 16426 members 
Entering Unmasked Estep 
Score: -4172010.750000 Penalty: 3373.550781
	Iteration 23Q: 3 clusters Score -4172011 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15798 members 
Mstep: Class 2 contains 16416 members 
Entering Unmasked Estep 
Score: -4172041.000000 Penalty: 3373.550781
	Iteration 24Q: 3 clusters Score -4172041 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15809 members 
Mstep: Class 2 contains 16405 members 
Entering Unmasked Estep 
Score: -4172045.500000 Penalty: 3373.550781
	Iteration 25Q: 3 clusters Score -4172046 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15831 members 
Mstep: Class 2 contains 16383 members 
Entering Unmasked Estep 
Score: -4172065.500000 Penalty: 3373.550781
	Iteration 26Q: 3 clusters Score -4172066 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15815 members 
Mstep: Class 2 contains 16399 members 
Entering Unmasked Estep 
Score: -4172081.250000 Penalty: 3373.550781
	Iteration 27Q: 3 clusters Score -4172081 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15808 members 
Mstep: Class 2 contains 16406 members 
Entering Unmasked Estep 
Score: -4172105.000000 Penalty: 3373.550781
	Iteration 28Q: 3 clusters Score -4172105 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15796 members 
Mstep: Class 2 contains 16418 members 
Entering Unmasked Estep 
Score: -4172121.500000 Penalty: 3373.550781
	Iteration 29Q: 3 clusters Score -4172122 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15772 members 
Mstep: Class 2 contains 16442 members 
Entering Unmasked Estep 
Score: -4172145.000000 Penalty: 3373.550781
	Iteration 30Q: 3 clusters Score -4172145 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15731 members 
Mstep: Class 2 contains 16483 members 
Entering Unmasked Estep 
Score: -4172154.500000 Penalty: 3373.550781
	Iteration 31Q: 3 clusters Score -4172154 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15683 members 
Mstep: Class 2 contains 16531 members 
Entering Unmasked Estep 
Score: -4172161.750000 Penalty: 3373.550781
	Iteration 32Q: 3 clusters Score -4172162 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15630 members 
Mstep: Class 2 contains 16584 members 
Entering Unmasked Estep 
Score: -4172173.500000 Penalty: 3373.550781
	Iteration 33Q: 3 clusters Score -4172174 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15566 members 
Mstep: Class 2 contains 16648 members 
Entering Unmasked Estep 
Score: -4172184.750000 Penalty: 3373.550781
	Iteration 34Q: 3 clusters Score -4172185 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15505 members 
Mstep: Class 2 contains 16709 members 
Entering Unmasked Estep 
Score: -4172192.500000 Penalty: 3373.550781
	Iteration 35Q: 3 clusters Score -4172192 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15465 members 
Mstep: Class 2 contains 16749 members 
Entering Unmasked Estep 
Score: -4172209.750000 Penalty: 3373.550781
	Iteration 36Q: 3 clusters Score -4172210 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15422 members 
Mstep: Class 2 contains 16792 members 
Entering Unmasked Estep 
Score: -4172200.250000 Penalty: 3373.550781
	Iteration 37Q: 3 clusters Score -4172200 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15387 members 
Mstep: Class 2 contains 16827 members 
Entering Unmasked Estep 
Score: -4172210.750000 Penalty: 3373.550781
	Iteration 38Q: 3 clusters Score -4172211 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15358 members 
Mstep: Class 2 contains 16856 members 
Entering Unmasked Estep 
Score: -4172214.000000 Penalty: 3373.550781
	Iteration 39Q: 3 clusters Score -4172214 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15328 members 
Mstep: Class 2 contains 16886 members 
Entering Unmasked Estep 
Score: -4172215.750000 Penalty: 3373.550781
	Iteration 40F: 3 clusters Score -4172216 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15307 members 
Mstep: Class 2 contains 16907 members 
Entering Unmasked Estep 
Score: -4172220.500000 Penalty: 3373.550781
	Iteration 41Q: 3 clusters Score -4172220 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15277 members 
Mstep: Class 2 contains 16937 members 
Entering Unmasked Estep 
Score: -4172227.750000 Penalty: 3373.550781
	Iteration 42Q: 3 clusters Score -4172228 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15240 members 
Mstep: Class 2 contains 16974 members 
Entering Unmasked Estep 
Score: -4172240.250000 Penalty: 3373.550781
	Iteration 43Q: 3 clusters Score -4172240 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15204 members 
Mstep: Class 2 contains 17010 members 
Entering Unmasked Estep 
Score: -4172238.500000 Penalty: 3373.550781
	Iteration 44Q: 3 clusters Score -4172238 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15164 members 
Mstep: Class 2 contains 17050 members 
Entering Unmasked Estep 
Score: -4172243.000000 Penalty: 3373.550781
	Iteration 45Q: 3 clusters Score -4172243 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15133 members 
Mstep: Class 2 contains 17081 members 
Entering Unmasked Estep 
Score: -4172244.750000 Penalty: 3373.550781
	Iteration 46Q: 3 clusters Score -4172245 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15107 members 
Mstep: Class 2 contains 17107 members 
Entering Unmasked Estep 
Score: -4172257.500000 Penalty: 3373.550781
	Iteration 47Q: 3 clusters Score -4172258 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15088 members 
Mstep: Class 2 contains 17126 members 
Entering Unmasked Estep 
Score: -4172259.500000 Penalty: 3373.550781
	Iteration 48Q: 3 clusters Score -4172260 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15075 members 
Mstep: Class 2 contains 17139 members 
Entering Unmasked Estep 
Score: -4172253.750000 Penalty: 3373.550781
	Iteration 49Q: 3 clusters Score -4172254 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15062 members 
Mstep: Class 2 contains 17152 members 
Entering Unmasked Estep 
Score: -4172248.750000 Penalty: 3373.550781
	Iteration 50Q: 3 clusters Score -4172249 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15048 members 
Mstep: Class 2 contains 17166 members 
Entering Unmasked Estep 
Score: -4172257.000000 Penalty: 3373.550781
	Iteration 51Q: 3 clusters Score -4172257 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15029 members 
Mstep: Class 2 contains 17185 members 
Entering Unmasked Estep 
Score: -4172255.000000 Penalty: 3373.550781
	Iteration 52Q: 3 clusters Score -4172255 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15011 members 
Mstep: Class 2 contains 17203 members 
Entering Unmasked Estep 
Score: -4172253.750000 Penalty: 3373.550781
	Iteration 53Q: 3 clusters Score -4172254 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14993 members 
Mstep: Class 2 contains 17221 members 
Entering Unmasked Estep 
Score: -4172246.000000 Penalty: 3373.550781
	Iteration 54Q: 3 clusters Score -4172246 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14973 members 
Mstep: Class 2 contains 17241 members 
Entering Unmasked Estep 
Score: -4172243.250000 Penalty: 3373.550781
	Iteration 55Q: 3 clusters Score -4172243 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14957 members 
Mstep: Class 2 contains 17257 members 
Entering Unmasked Estep 
Score: -4172250.000000 Penalty: 3373.550781
	Iteration 56Q: 3 clusters Score -4172250 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14938 members 
Mstep: Class 2 contains 17276 members 
Entering Unmasked Estep 
Score: -4172244.000000 Penalty: 3373.550781
	Iteration 57Q: 3 clusters Score -4172244 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14928 members 
Mstep: Class 2 contains 17286 members 
Entering Unmasked Estep 
Score: -4172246.250000 Penalty: 3373.550781
	Iteration 58Q: 3 clusters Score -4172246 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14918 members 
Mstep: Class 2 contains 17296 members 
Entering Unmasked Estep 
Score: -4172244.000000 Penalty: 3373.550781
	Iteration 59Q: 3 clusters Score -4172244 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14904 members 
Mstep: Class 2 contains 17310 members 
Entering Unmasked Estep 
Score: -4172253.250000 Penalty: 3373.550781
	Iteration 60F: 3 clusters Score -4172253 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14890 members 
Mstep: Class 2 contains 17324 members 
Entering Unmasked Estep 
Score: -4172254.750000 Penalty: 3373.550781
	Iteration 61Q: 3 clusters Score -4172255 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14877 members 
Mstep: Class 2 contains 17337 members 
Entering Unmasked Estep 
Score: -4172261.750000 Penalty: 3373.550781
	Iteration 62Q: 3 clusters Score -4172262 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14859 members 
Mstep: Class 2 contains 17355 members 
Entering Unmasked Estep 
Score: -4172258.500000 Penalty: 3373.550781
	Iteration 63Q: 3 clusters Score -4172258 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14843 members 
Mstep: Class 2 contains 17371 members 
Entering Unmasked Estep 
Score: -4172263.000000 Penalty: 3373.550781
	Iteration 64Q: 3 clusters Score -4172263 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14826 members 
Mstep: Class 2 contains 17388 members 
Entering Unmasked Estep 
Score: -4172265.500000 Penalty: 3373.550781
	Iteration 65Q: 3 clusters Score -4172266 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14806 members 
Mstep: Class 2 contains 17408 members 
Entering Unmasked Estep 
Score: -4172264.500000 Penalty: 3373.550781
	Iteration 66Q: 3 clusters Score -4172264 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14782 members 
Mstep: Class 2 contains 17432 members 
Entering Unmasked Estep 
Score: -4172255.500000 Penalty: 3373.550781
	Iteration 67Q: 3 clusters Score -4172256 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14759 members 
Mstep: Class 2 contains 17455 members 
Entering Unmasked Estep 
Score: -4172253.000000 Penalty: 3373.550781
	Iteration 68Q: 3 clusters Score -4172253 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14739 members 
Mstep: Class 2 contains 17475 members 
Entering Unmasked Estep 
Score: -4172260.750000 Penalty: 3373.550781
	Iteration 69Q: 3 clusters Score -4172261 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14723 members 
Mstep: Class 2 contains 17491 members 
Entering Unmasked Estep 
Score: -4172254.000000 Penalty: 3373.550781
	Iteration 70Q: 3 clusters Score -4172254 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14711 members 
Mstep: Class 2 contains 17503 members 
Entering Unmasked Estep 
Score: -4172256.250000 Penalty: 3373.550781
	Iteration 71Q: 3 clusters Score -4172256 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14694 members 
Mstep: Class 2 contains 17520 members 
Entering Unmasked Estep 
Score: -4172259.250000 Penalty: 3373.550781
	Iteration 72Q: 3 clusters Score -4172259 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14672 members 
Mstep: Class 2 contains 17542 members 
Entering Unmasked Estep 
Score: -4172263.250000 Penalty: 3373.550781
	Iteration 73Q: 3 clusters Score -4172263 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14650 members 
Mstep: Class 2 contains 17564 members 
Entering Unmasked Estep 
Score: -4172262.750000 Penalty: 3373.550781
	Iteration 74Q: 3 clusters Score -4172263 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14630 members 
Mstep: Class 2 contains 17584 members 
Entering Unmasked Estep 
Score: -4172258.500000 Penalty: 3373.550781
	Iteration 75Q: 3 clusters Score -4172258 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14613 members 
Mstep: Class 2 contains 17601 members 
Entering Unmasked Estep 
Score: -4172264.500000 Penalty: 3373.550781
	Iteration 76Q: 3 clusters Score -4172264 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14598 members 
Mstep: Class 2 contains 17616 members 
Entering Unmasked Estep 
Score: -4172267.500000 Penalty: 3373.550781
	Iteration 77Q: 3 clusters Score -4172268 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14580 members 
Mstep: Class 2 contains 17634 members 
Entering Unmasked Estep 
Score: -4172259.750000 Penalty: 3373.550781
	Iteration 78Q: 3 clusters Score -4172260 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14563 members 
Mstep: Class 2 contains 17651 members 
Entering Unmasked Estep 
Score: -4172262.500000 Penalty: 3373.550781
	Iteration 79Q: 3 clusters Score -4172262 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14535 members 
Mstep: Class 2 contains 17679 members 
Entering Unmasked Estep 
Score: -4172255.750000 Penalty: 3373.550781
	Iteration 80F: 3 clusters Score -4172256 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14509 members 
Mstep: Class 2 contains 17705 members 
Entering Unmasked Estep 
Score: -4172260.750000 Penalty: 3373.550781
	Iteration 81Q: 3 clusters Score -4172261 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14485 members 
Mstep: Class 2 contains 17729 members 
Entering Unmasked Estep 
Score: -4172260.250000 Penalty: 3373.550781
	Iteration 82Q: 3 clusters Score -4172260 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14467 members 
Mstep: Class 2 contains 17747 members 
Entering Unmasked Estep 
Score: -4172262.250000 Penalty: 3373.550781
	Iteration 83Q: 3 clusters Score -4172262 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14450 members 
Mstep: Class 2 contains 17764 members 
Entering Unmasked Estep 
Score: -4172260.000000 Penalty: 3373.550781
	Iteration 84Q: 3 clusters Score -4172260 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14441 members 
Mstep: Class 2 contains 17773 members 
Entering Unmasked Estep 
Score: -4172262.000000 Penalty: 3373.550781
	Iteration 85Q: 3 clusters Score -4172262 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14433 members 
Mstep: Class 2 contains 17781 members 
Entering Unmasked Estep 
Score: -4172261.500000 Penalty: 3373.550781
	Iteration 86Q: 3 clusters Score -4172262 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14429 members 
Mstep: Class 2 contains 17785 members 
Entering Unmasked Estep 
Score: -4172260.750000 Penalty: 3373.550781
	Iteration 87Q: 3 clusters Score -4172261 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14425 members 
Mstep: Class 2 contains 17789 members 
Entering Unmasked Estep 
Score: -4172263.750000 Penalty: 3373.550781
	Iteration 88Q: 3 clusters Score -4172264 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14423 members 
Mstep: Class 2 contains 17791 members 
Entering Unmasked Estep 
Score: -4172265.750000 Penalty: 3373.550781
	Iteration 89Q: 3 clusters Score -4172266 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14423 members 
Mstep: Class 2 contains 17791 members 
Entering Unmasked Estep 
Score: -4172265.750000 Penalty: 3373.550781
	Iteration 90F: 3 clusters Score -4172266 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (36490 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36490 members 
Entering Unmasked Estep 
Score: -4596647.500000 Penalty: 1707.028931
	Iteration 0F: 2 clusters Score -4596648 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18292 members 
Mstep: Class 2 contains 18198 members 
Entering Unmasked Estep 
Score: -4571992.500000 Penalty: 3414.057861
	Iteration 0F: 3 clusters Score -4571992 nChanged 17086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18684 members 
Mstep: Class 2 contains 17806 members 
Entering Unmasked Estep 
Score: -4581803.000000 Penalty: 3414.057861
	Iteration 1F: 3 clusters Score -4581803 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18807 members 
Mstep: Class 2 contains 17683 members 
Entering Unmasked Estep 
Score: -4582352.500000 Penalty: 3414.057861
	Iteration 2Q: 3 clusters Score -4582352 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18969 members 
Mstep: Class 2 contains 17521 members 
Entering Unmasked Estep 
Score: -4583027.000000 Penalty: 3414.057861
	Iteration 3Q: 3 clusters Score -4583027 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19299 members 
Mstep: Class 2 contains 17191 members 
Entering Unmasked Estep 
Score: -4583912.500000 Penalty: 3414.057861
	Iteration 4Q: 3 clusters Score -4583912 nChanged 1956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19783 members 
Mstep: Class 2 contains 16707 members 
Entering Unmasked Estep 
Score: -4585012.500000 Penalty: 3414.057861
	Iteration 5F: 3 clusters Score -4585012 nChanged 2075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20406 members 
Mstep: Class 2 contains 16084 members 
Entering Unmasked Estep 
Score: -4586306.500000 Penalty: 3414.057861
	Iteration 6F: 3 clusters Score -4586306 nChanged 2184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21234 members 
Mstep: Class 2 contains 15256 members 
Entering Unmasked Estep 
Score: -4587766.500000 Penalty: 3414.057861
	Iteration 7F: 3 clusters Score -4587766 nChanged 2158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22138 members 
Mstep: Class 2 contains 14352 members 
Entering Unmasked Estep 
Score: -4589294.000000 Penalty: 3414.057861
	Iteration 8F: 3 clusters Score -4589294 nChanged 2003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22929 members 
Mstep: Class 2 contains 13561 members 
Entering Unmasked Estep 
Score: -4590772.000000 Penalty: 3414.057861
	Iteration 9F: 3 clusters Score -4590772 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23623 members 
Mstep: Class 2 contains 12867 members 
Entering Unmasked Estep 
Score: -4592018.500000 Penalty: 3414.057861
	Iteration 10Q: 3 clusters Score -4592018 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24167 members 
Mstep: Class 2 contains 12323 members 
Entering Unmasked Estep 
Score: -4592913.500000 Penalty: 3414.057861
	Iteration 11Q: 3 clusters Score -4592914 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24542 members 
Mstep: Class 2 contains 11948 members 
Entering Unmasked Estep 
Score: -4593538.000000 Penalty: 3414.057861
	Iteration 12Q: 3 clusters Score -4593538 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24842 members 
Mstep: Class 2 contains 11648 members 
Entering Unmasked Estep 
Score: -4593931.000000 Penalty: 3414.057861
	Iteration 13Q: 3 clusters Score -4593931 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25066 members 
Mstep: Class 2 contains 11424 members 
Entering Unmasked Estep 
Score: -4594197.000000 Penalty: 3414.057861
	Iteration 14Q: 3 clusters Score -4594197 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25242 members 
Mstep: Class 2 contains 11248 members 
Entering Unmasked Estep 
Score: -4594363.000000 Penalty: 3414.057861
	Iteration 15Q: 3 clusters Score -4594363 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25370 members 
Mstep: Class 2 contains 11120 members 
Entering Unmasked Estep 
Score: -4594459.000000 Penalty: 3414.057861
	Iteration 16Q: 3 clusters Score -4594459 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25453 members 
Mstep: Class 2 contains 11037 members 
Entering Unmasked Estep 
Score: -4594511.000000 Penalty: 3414.057861
	Iteration 17Q: 3 clusters Score -4594511 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25538 members 
Mstep: Class 2 contains 10952 members 
Entering Unmasked Estep 
Score: -4594541.500000 Penalty: 3414.057861
	Iteration 18Q: 3 clusters Score -4594542 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25628 members 
Mstep: Class 2 contains 10862 members 
Entering Unmasked Estep 
Score: -4594569.500000 Penalty: 3414.057861
	Iteration 19Q: 3 clusters Score -4594570 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25703 members 
Mstep: Class 2 contains 10787 members 
Entering Unmasked Estep 
Score: -4594597.000000 Penalty: 3414.057861
	Iteration 20F: 3 clusters Score -4594597 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25779 members 
Mstep: Class 2 contains 10711 members 
Entering Unmasked Estep 
Score: -4594620.000000 Penalty: 3414.057861
	Iteration 21Q: 3 clusters Score -4594620 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25854 members 
Mstep: Class 2 contains 10636 members 
Entering Unmasked Estep 
Score: -4594633.000000 Penalty: 3414.057861
	Iteration 22Q: 3 clusters Score -4594633 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25899 members 
Mstep: Class 2 contains 10591 members 
Entering Unmasked Estep 
Score: -4594656.000000 Penalty: 3414.057861
	Iteration 23Q: 3 clusters Score -4594656 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25942 members 
Mstep: Class 2 contains 10548 members 
Entering Unmasked Estep 
Score: -4594643.500000 Penalty: 3414.057861
	Iteration 24Q: 3 clusters Score -4594644 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25987 members 
Mstep: Class 2 contains 10503 members 
Entering Unmasked Estep 
Score: -4594646.500000 Penalty: 3414.057861
	Iteration 25Q: 3 clusters Score -4594646 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26026 members 
Mstep: Class 2 contains 10464 members 
Entering Unmasked Estep 
Score: -4594647.000000 Penalty: 3414.057861
	Iteration 26Q: 3 clusters Score -4594647 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26054 members 
Mstep: Class 2 contains 10436 members 
Entering Unmasked Estep 
Score: -4594643.500000 Penalty: 3414.057861
	Iteration 27Q: 3 clusters Score -4594644 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26087 members 
Mstep: Class 2 contains 10403 members 
Entering Unmasked Estep 
Score: -4594648.500000 Penalty: 3414.057861
	Iteration 28Q: 3 clusters Score -4594648 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26113 members 
Mstep: Class 2 contains 10377 members 
Entering Unmasked Estep 
Score: -4594653.500000 Penalty: 3414.057861
	Iteration 29Q: 3 clusters Score -4594654 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26136 members 
Mstep: Class 2 contains 10354 members 
Entering Unmasked Estep 
Score: -4594654.500000 Penalty: 3414.057861
	Iteration 30Q: 3 clusters Score -4594654 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26150 members 
Mstep: Class 2 contains 10340 members 
Entering Unmasked Estep 
Score: -4594656.500000 Penalty: 3414.057861
	Iteration 31Q: 3 clusters Score -4594656 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26167 members 
Mstep: Class 2 contains 10323 members 
Entering Unmasked Estep 
Score: -4594663.000000 Penalty: 3414.057861
	Iteration 32Q: 3 clusters Score -4594663 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26184 members 
Mstep: Class 2 contains 10306 members 
Entering Unmasked Estep 
Score: -4594660.000000 Penalty: 3414.057861
	Iteration 33Q: 3 clusters Score -4594660 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26199 members 
Mstep: Class 2 contains 10291 members 
Entering Unmasked Estep 
Score: -4594660.500000 Penalty: 3414.057861
	Iteration 34Q: 3 clusters Score -4594660 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26212 members 
Mstep: Class 2 contains 10278 members 
Entering Unmasked Estep 
Score: -4594668.000000 Penalty: 3414.057861
	Iteration 35Q: 3 clusters Score -4594668 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26228 members 
Mstep: Class 2 contains 10262 members 
Entering Unmasked Estep 
Score: -4594671.000000 Penalty: 3414.057861
	Iteration 36Q: 3 clusters Score -4594671 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26250 members 
Mstep: Class 2 contains 10240 members 
Entering Unmasked Estep 
Score: -4594665.500000 Penalty: 3414.057861
	Iteration 37Q: 3 clusters Score -4594666 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26269 members 
Mstep: Class 2 contains 10221 members 
Entering Unmasked Estep 
Score: -4594656.500000 Penalty: 3414.057861
	Iteration 38Q: 3 clusters Score -4594656 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26288 members 
Mstep: Class 2 contains 10202 members 
Entering Unmasked Estep 
Score: -4594656.000000 Penalty: 3414.057861
	Iteration 39Q: 3 clusters Score -4594656 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26297 members 
Mstep: Class 2 contains 10193 members 
Entering Unmasked Estep 
Score: -4594657.500000 Penalty: 3414.057861
	Iteration 40F: 3 clusters Score -4594658 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26302 members 
Mstep: Class 2 contains 10188 members 
Entering Unmasked Estep 
Score: -4594656.500000 Penalty: 3414.057861
	Iteration 41Q: 3 clusters Score -4594656 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26304 members 
Mstep: Class 2 contains 10186 members 
Entering Unmasked Estep 
Score: -4594657.500000 Penalty: 3414.057861
	Iteration 42Q: 3 clusters Score -4594658 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26305 members 
Mstep: Class 2 contains 10185 members 
Entering Unmasked Estep 
Score: -4594658.000000 Penalty: 3414.057861
	Iteration 43Q: 3 clusters Score -4594658 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26306 members 
Mstep: Class 2 contains 10184 members 
Entering Unmasked Estep 
Score: -4594658.000000 Penalty: 3414.057861
	Iteration 44Q: 3 clusters Score -4594658 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26306 members 
Mstep: Class 2 contains 10184 members 
Entering Unmasked Estep 
Score: -4594658.000000 Penalty: 3414.057861
	Iteration 45F: 3 clusters Score -4594658 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (25833 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25833 members 
Entering Unmasked Estep 
Score: -3035574.500000 Penalty: 1650.903687
	Iteration 0F: 2 clusters Score -3035574 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12893 members 
Mstep: Class 2 contains 12940 members 
Entering Unmasked Estep 
Score: -3018186.750000 Penalty: 3301.807373
	Iteration 0F: 3 clusters Score -3018187 nChanged 11803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12658 members 
Mstep: Class 2 contains 13175 members 
Entering Unmasked Estep 
Score: -3025082.500000 Penalty: 3301.807373
	Iteration 1F: 3 clusters Score -3025082 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12575 members 
Mstep: Class 2 contains 13258 members 
Entering Unmasked Estep 
Score: -3025872.000000 Penalty: 3301.807373
	Iteration 2F: 3 clusters Score -3025872 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12428 members 
Mstep: Class 2 contains 13405 members 
Entering Unmasked Estep 
Score: -3026598.750000 Penalty: 3301.807373
	Iteration 3F: 3 clusters Score -3026599 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12184 members 
Mstep: Class 2 contains 13649 members 
Entering Unmasked Estep 
Score: -3027311.750000 Penalty: 3301.807373
	Iteration 4F: 3 clusters Score -3027312 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11855 members 
Mstep: Class 2 contains 13978 members 
Entering Unmasked Estep 
Score: -3027998.750000 Penalty: 3301.807373
	Iteration 5F: 3 clusters Score -3027999 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11449 members 
Mstep: Class 2 contains 14384 members 
Entering Unmasked Estep 
Score: -3028674.000000 Penalty: 3301.807373
	Iteration 6F: 3 clusters Score -3028674 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10995 members 
Mstep: Class 2 contains 14838 members 
Entering Unmasked Estep 
Score: -3029253.250000 Penalty: 3301.807373
	Iteration 7Q: 3 clusters Score -3029253 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10549 members 
Mstep: Class 2 contains 15284 members 
Entering Unmasked Estep 
Score: -3029779.250000 Penalty: 3301.807373
	Iteration 8Q: 3 clusters Score -3029779 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10170 members 
Mstep: Class 2 contains 15663 members 
Entering Unmasked Estep 
Score: -3030171.750000 Penalty: 3301.807373
	Iteration 9Q: 3 clusters Score -3030172 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9847 members 
Mstep: Class 2 contains 15986 members 
Entering Unmasked Estep 
Score: -3030566.000000 Penalty: 3301.807373
	Iteration 10Q: 3 clusters Score -3030566 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9488 members 
Mstep: Class 2 contains 16345 members 
Entering Unmasked Estep 
Score: -3030914.500000 Penalty: 3301.807373
	Iteration 11Q: 3 clusters Score -3030914 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9150 members 
Mstep: Class 2 contains 16683 members 
Entering Unmasked Estep 
Score: -3031223.250000 Penalty: 3301.807373
	Iteration 12Q: 3 clusters Score -3031223 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8859 members 
Mstep: Class 2 contains 16974 members 
Entering Unmasked Estep 
Score: -3031505.750000 Penalty: 3301.807373
	Iteration 13Q: 3 clusters Score -3031506 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8584 members 
Mstep: Class 2 contains 17249 members 
Entering Unmasked Estep 
Score: -3031714.750000 Penalty: 3301.807373
	Iteration 14Q: 3 clusters Score -3031715 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8319 members 
Mstep: Class 2 contains 17514 members 
Entering Unmasked Estep 
Score: -3031870.750000 Penalty: 3301.807373
	Iteration 15Q: 3 clusters Score -3031871 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8072 members 
Mstep: Class 2 contains 17761 members 
Entering Unmasked Estep 
Score: -3031972.000000 Penalty: 3301.807373
	Iteration 16Q: 3 clusters Score -3031972 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7838 members 
Mstep: Class 2 contains 17995 members 
Entering Unmasked Estep 
Score: -3032066.250000 Penalty: 3301.807373
	Iteration 17Q: 3 clusters Score -3032066 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7582 members 
Mstep: Class 2 contains 18251 members 
Entering Unmasked Estep 
Score: -3032129.250000 Penalty: 3301.807373
	Iteration 18Q: 3 clusters Score -3032129 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7341 members 
Mstep: Class 2 contains 18492 members 
Entering Unmasked Estep 
Score: -3032191.500000 Penalty: 3301.807373
	Iteration 19Q: 3 clusters Score -3032192 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7095 members 
Mstep: Class 2 contains 18738 members 
Entering Unmasked Estep 
Score: -3032242.750000 Penalty: 3301.807373
	Iteration 20F: 3 clusters Score -3032243 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6857 members 
Mstep: Class 2 contains 18976 members 
Entering Unmasked Estep 
Score: -3032307.250000 Penalty: 3301.807373
	Iteration 21Q: 3 clusters Score -3032307 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6592 members 
Mstep: Class 2 contains 19241 members 
Entering Unmasked Estep 
Score: -3032382.250000 Penalty: 3301.807373
	Iteration 22Q: 3 clusters Score -3032382 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6341 members 
Mstep: Class 2 contains 19492 members 
Entering Unmasked Estep 
Score: -3032452.250000 Penalty: 3301.807373
	Iteration 23Q: 3 clusters Score -3032452 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6083 members 
Mstep: Class 2 contains 19750 members 
Entering Unmasked Estep 
Score: -3032541.500000 Penalty: 3301.807373
	Iteration 24Q: 3 clusters Score -3032542 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5825 members 
Mstep: Class 2 contains 20008 members 
Entering Unmasked Estep 
Score: -3032603.500000 Penalty: 3301.807373
	Iteration 25Q: 3 clusters Score -3032604 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5588 members 
Mstep: Class 2 contains 20245 members 
Entering Unmasked Estep 
Score: -3032664.250000 Penalty: 3301.807373
	Iteration 26Q: 3 clusters Score -3032664 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 20489 members 
Entering Unmasked Estep 
Score: -3032740.250000 Penalty: 3301.807373
	Iteration 27Q: 3 clusters Score -3032740 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 20737 members 
Entering Unmasked Estep 
Score: -3032827.000000 Penalty: 3301.807373
	Iteration 28Q: 3 clusters Score -3032827 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 21003 members 
Entering Unmasked Estep 
Score: -3032931.750000 Penalty: 3301.807373
	Iteration 29Q: 3 clusters Score -3032932 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 21296 members 
Entering Unmasked Estep 
Score: -3033048.250000 Penalty: 3301.807373
	Iteration 30Q: 3 clusters Score -3033048 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 21553 members 
Entering Unmasked Estep 
Score: -3033161.250000 Penalty: 3301.807373
	Iteration 31Q: 3 clusters Score -3033161 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 21786 members 
Entering Unmasked Estep 
Score: -3033251.500000 Penalty: 3301.807373
	Iteration 32Q: 3 clusters Score -3033252 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 22028 members 
Entering Unmasked Estep 
Score: -3033360.500000 Penalty: 3301.807373
	Iteration 33Q: 3 clusters Score -3033360 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 22236 members 
Entering Unmasked Estep 
Score: -3033454.250000 Penalty: 3301.807373
	Iteration 34Q: 3 clusters Score -3033454 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 22461 members 
Entering Unmasked Estep 
Score: -3033537.750000 Penalty: 3301.807373
	Iteration 35Q: 3 clusters Score -3033538 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 22671 members 
Entering Unmasked Estep 
Score: -3033612.500000 Penalty: 3301.807373
	Iteration 36Q: 3 clusters Score -3033612 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 22878 members 
Entering Unmasked Estep 
Score: -3033695.500000 Penalty: 3301.807373
	Iteration 37Q: 3 clusters Score -3033696 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 23081 members 
Entering Unmasked Estep 
Score: -3033776.500000 Penalty: 3301.807373
	Iteration 38Q: 3 clusters Score -3033776 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 23270 members 
Entering Unmasked Estep 
Score: -3033858.500000 Penalty: 3301.807373
	Iteration 39Q: 3 clusters Score -3033858 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 23452 members 
Entering Unmasked Estep 
Score: -3033940.250000 Penalty: 3301.807373
	Iteration 40F: 3 clusters Score -3033940 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 23614 members 
Entering Unmasked Estep 
Score: -3034001.000000 Penalty: 3301.807373
	Iteration 41Q: 3 clusters Score -3034001 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 23753 members 
Entering Unmasked Estep 
Score: -3034055.750000 Penalty: 3301.807373
	Iteration 42Q: 3 clusters Score -3034056 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 23871 members 
Entering Unmasked Estep 
Score: -3034109.000000 Penalty: 3301.807373
	Iteration 43Q: 3 clusters Score -3034109 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 23990 members 
Entering Unmasked Estep 
Score: -3034163.250000 Penalty: 3301.807373
	Iteration 44Q: 3 clusters Score -3034163 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 24098 members 
Entering Unmasked Estep 
Score: -3034221.500000 Penalty: 3301.807373
	Iteration 45Q: 3 clusters Score -3034222 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 24199 members 
Entering Unmasked Estep 
Score: -3034280.500000 Penalty: 3301.807373
	Iteration 46Q: 3 clusters Score -3034280 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 24284 members 
Entering Unmasked Estep 
Score: -3034308.000000 Penalty: 3301.807373
	Iteration 47Q: 3 clusters Score -3034308 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 24367 members 
Entering Unmasked Estep 
Score: -3034343.500000 Penalty: 3301.807373
	Iteration 48Q: 3 clusters Score -3034344 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 24425 members 
Entering Unmasked Estep 
Score: -3034362.250000 Penalty: 3301.807373
	Iteration 49Q: 3 clusters Score -3034362 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 24491 members 
Entering Unmasked Estep 
Score: -3034406.000000 Penalty: 3301.807373
	Iteration 50Q: 3 clusters Score -3034406 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 24549 members 
Entering Unmasked Estep 
Score: -3034438.500000 Penalty: 3301.807373
	Iteration 51Q: 3 clusters Score -3034438 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 24599 members 
Entering Unmasked Estep 
Score: -3034463.250000 Penalty: 3301.807373
	Iteration 52Q: 3 clusters Score -3034463 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 24647 members 
Entering Unmasked Estep 
Score: -3034491.250000 Penalty: 3301.807373
	Iteration 53Q: 3 clusters Score -3034491 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 24695 members 
Entering Unmasked Estep 
Score: -3034508.000000 Penalty: 3301.807373
	Iteration 54Q: 3 clusters Score -3034508 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 24728 members 
Entering Unmasked Estep 
Score: -3034528.500000 Penalty: 3301.807373
	Iteration 55Q: 3 clusters Score -3034528 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 24770 members 
Entering Unmasked Estep 
Score: -3034562.250000 Penalty: 3301.807373
	Iteration 56Q: 3 clusters Score -3034562 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 24801 members 
Entering Unmasked Estep 
Score: -3034580.000000 Penalty: 3301.807373
	Iteration 57Q: 3 clusters Score -3034580 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 24828 members 
Entering Unmasked Estep 
Score: -3034589.500000 Penalty: 3301.807373
	Iteration 58Q: 3 clusters Score -3034590 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 24841 members 
Entering Unmasked Estep 
Score: -3034593.500000 Penalty: 3301.807373
	Iteration 59Q: 3 clusters Score -3034594 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 24854 members 
Entering Unmasked Estep 
Score: -3034601.000000 Penalty: 3301.807373
	Iteration 60F: 3 clusters Score -3034601 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 24858 members 
Entering Unmasked Estep 
Score: -3034605.250000 Penalty: 3301.807373
	Iteration 61Q: 3 clusters Score -3034605 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 24862 members 
Entering Unmasked Estep 
Score: -3034612.750000 Penalty: 3301.807373
	Iteration 62Q: 3 clusters Score -3034613 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 24867 members 
Entering Unmasked Estep 
Score: -3034614.750000 Penalty: 3301.807373
	Iteration 63Q: 3 clusters Score -3034615 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 24873 members 
Entering Unmasked Estep 
Score: -3034620.750000 Penalty: 3301.807373
	Iteration 64Q: 3 clusters Score -3034621 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 24880 members 
Entering Unmasked Estep 
Score: -3034631.750000 Penalty: 3301.807373
	Iteration 65Q: 3 clusters Score -3034632 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 24891 members 
Entering Unmasked Estep 
Score: -3034639.500000 Penalty: 3301.807373
	Iteration 66Q: 3 clusters Score -3034640 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 24902 members 
Entering Unmasked Estep 
Score: -3034649.000000 Penalty: 3301.807373
	Iteration 67Q: 3 clusters Score -3034649 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 24912 members 
Entering Unmasked Estep 
Score: -3034657.250000 Penalty: 3301.807373
	Iteration 68Q: 3 clusters Score -3034657 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 24926 members 
Entering Unmasked Estep 
Score: -3034663.750000 Penalty: 3301.807373
	Iteration 69Q: 3 clusters Score -3034664 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 24940 members 
Entering Unmasked Estep 
Score: -3034674.500000 Penalty: 3301.807373
	Iteration 70Q: 3 clusters Score -3034674 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 24955 members 
Entering Unmasked Estep 
Score: -3034683.000000 Penalty: 3301.807373
	Iteration 71Q: 3 clusters Score -3034683 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 24968 members 
Entering Unmasked Estep 
Score: -3034692.250000 Penalty: 3301.807373
	Iteration 72Q: 3 clusters Score -3034692 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 24980 members 
Entering Unmasked Estep 
Score: -3034691.500000 Penalty: 3301.807373
	Iteration 73Q: 3 clusters Score -3034692 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 24989 members 
Entering Unmasked Estep 
Score: -3034695.750000 Penalty: 3301.807373
	Iteration 74Q: 3 clusters Score -3034696 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 24995 members 
Entering Unmasked Estep 
Score: -3034697.250000 Penalty: 3301.807373
	Iteration 75Q: 3 clusters Score -3034697 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 25001 members 
Entering Unmasked Estep 
Score: -3034697.250000 Penalty: 3301.807373
	Iteration 76Q: 3 clusters Score -3034697 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 25006 members 
Entering Unmasked Estep 
Score: -3034698.750000 Penalty: 3301.807373
	Iteration 77Q: 3 clusters Score -3034699 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 25011 members 
Entering Unmasked Estep 
Score: -3034695.000000 Penalty: 3301.807373
	Iteration 78Q: 3 clusters Score -3034695 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 25016 members 
Entering Unmasked Estep 
Score: -3034697.000000 Penalty: 3301.807373
	Iteration 79Q: 3 clusters Score -3034697 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 25025 members 
Entering Unmasked Estep 
Score: -3034702.750000 Penalty: 3301.807373
	Iteration 80F: 3 clusters Score -3034703 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 25031 members 
Entering Unmasked Estep 
Score: -3034707.250000 Penalty: 3301.807373
	Iteration 81Q: 3 clusters Score -3034707 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 25034 members 
Entering Unmasked Estep 
Score: -3034706.000000 Penalty: 3301.807373
	Iteration 82Q: 3 clusters Score -3034706 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 25032 members 
Entering Unmasked Estep 
Score: -3034708.000000 Penalty: 3301.807373
	Iteration 83Q: 3 clusters Score -3034708 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 25033 members 
Entering Unmasked Estep 
Score: -3034710.250000 Penalty: 3301.807373
	Iteration 84Q: 3 clusters Score -3034710 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 25033 members 
Entering Unmasked Estep 
Score: -3034711.500000 Penalty: 3301.807373
	Iteration 85Q: 3 clusters Score -3034712 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 25034 members 
Entering Unmasked Estep 
Score: -3034709.000000 Penalty: 3301.807373
	Iteration 86Q: 3 clusters Score -3034709 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 25035 members 
Entering Unmasked Estep 
Score: -3034714.000000 Penalty: 3301.807373
	Iteration 87Q: 3 clusters Score -3034714 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 25037 members 
Entering Unmasked Estep 
Score: -3034715.000000 Penalty: 3301.807373
	Iteration 88Q: 3 clusters Score -3034715 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 25038 members 
Entering Unmasked Estep 
Score: -3034715.250000 Penalty: 3301.807373
	Iteration 89Q: 3 clusters Score -3034715 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 25039 members 
Entering Unmasked Estep 
Score: -3034713.250000 Penalty: 3301.807373
	Iteration 90Q: 3 clusters Score -3034713 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 25041 members 
Entering Unmasked Estep 
Score: -3034715.000000 Penalty: 3301.807373
	Iteration 91Q: 3 clusters Score -3034715 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 25043 members 
Entering Unmasked Estep 
Score: -3034717.500000 Penalty: 3301.807373
	Iteration 92Q: 3 clusters Score -3034718 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 25043 members 
Entering Unmasked Estep 
Score: -3034717.500000 Penalty: 3301.807373
	Iteration 93F: 3 clusters Score -3034718 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (4691 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Entering Unmasked Estep 
Score: -533956.125000 Penalty: 1373.677612
	Iteration 0F: 2 clusters Score -533956.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -530196.875000 Penalty: 2747.355225
	Iteration 0F: 3 clusters Score -530196.9 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -531338.187500 Penalty: 2747.355225
	Iteration 1F: 3 clusters Score -531338.2 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -531663.312500 Penalty: 2747.355225
	Iteration 2F: 3 clusters Score -531663.3 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -531969.500000 Penalty: 2747.355225
	Iteration 3F: 3 clusters Score -531969.5 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -532243.187500 Penalty: 2747.355225
	Iteration 4F: 3 clusters Score -532243.2 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -532467.125000 Penalty: 2747.355225
	Iteration 5F: 3 clusters Score -532467.1 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -532687.312500 Penalty: 2747.355225
	Iteration 6F: 3 clusters Score -532687.3 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -532905.000000 Penalty: 2747.355225
	Iteration 7F: 3 clusters Score -532905 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -533086.875000 Penalty: 2747.355225
	Iteration 8Q: 3 clusters Score -533086.9 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -533221.500000 Penalty: 2747.355225
	Iteration 9Q: 3 clusters Score -533221.5 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -533299.125000 Penalty: 2747.355225
	Iteration 10Q: 3 clusters Score -533299.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -533342.500000 Penalty: 2747.355225
	Iteration 11Q: 3 clusters Score -533342.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -533370.812500 Penalty: 2747.355225
	Iteration 12Q: 3 clusters Score -533370.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -533392.062500 Penalty: 2747.355225
	Iteration 13Q: 3 clusters Score -533392.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -533410.625000 Penalty: 2747.355225
	Iteration 14Q: 3 clusters Score -533410.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -533429.125000 Penalty: 2747.355225
	Iteration 15Q: 3 clusters Score -533429.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -533440.500000 Penalty: 2747.355225
	Iteration 16Q: 3 clusters Score -533440.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -533452.625000 Penalty: 2747.355225
	Iteration 17Q: 3 clusters Score -533452.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -533467.625000 Penalty: 2747.355225
	Iteration 18Q: 3 clusters Score -533467.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -533480.812500 Penalty: 2747.355225
	Iteration 19Q: 3 clusters Score -533480.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -533491.937500 Penalty: 2747.355225
	Iteration 20F: 3 clusters Score -533491.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -533512.437500 Penalty: 2747.355225
	Iteration 21Q: 3 clusters Score -533512.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -533526.500000 Penalty: 2747.355225
	Iteration 22Q: 3 clusters Score -533526.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -533540.562500 Penalty: 2747.355225
	Iteration 23Q: 3 clusters Score -533540.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -533552.437500 Penalty: 2747.355225
	Iteration 24Q: 3 clusters Score -533552.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -533569.062500 Penalty: 2747.355225
	Iteration 25Q: 3 clusters Score -533569.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -533584.000000 Penalty: 2747.355225
	Iteration 26Q: 3 clusters Score -533584 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -533597.562500 Penalty: 2747.355225
	Iteration 27Q: 3 clusters Score -533597.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -533605.437500 Penalty: 2747.355225
	Iteration 28Q: 3 clusters Score -533605.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -533611.375000 Penalty: 2747.355225
	Iteration 29Q: 3 clusters Score -533611.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -533614.000000 Penalty: 2747.355225
	Iteration 30Q: 3 clusters Score -533614 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -533614.625000 Penalty: 2747.355225
	Iteration 31Q: 3 clusters Score -533614.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -533614.812500 Penalty: 2747.355225
	Iteration 32Q: 3 clusters Score -533614.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -533617.312500 Penalty: 2747.355225
	Iteration 33Q: 3 clusters Score -533617.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -533618.750000 Penalty: 2747.355225
	Iteration 34Q: 3 clusters Score -533618.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -533621.187500 Penalty: 2747.355225
	Iteration 35Q: 3 clusters Score -533621.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -533622.937500 Penalty: 2747.355225
	Iteration 36Q: 3 clusters Score -533622.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -533623.187500 Penalty: 2747.355225
	Iteration 37Q: 3 clusters Score -533623.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -533625.750000 Penalty: 2747.355225
	Iteration 38Q: 3 clusters Score -533625.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -533626.437500 Penalty: 2747.355225
	Iteration 39Q: 3 clusters Score -533626.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -533626.687500 Penalty: 2747.355225
	Iteration 40F: 3 clusters Score -533626.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -533627.937500 Penalty: 2747.355225
	Iteration 41Q: 3 clusters Score -533627.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -533629.062500 Penalty: 2747.355225
	Iteration 42Q: 3 clusters Score -533629.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -533629.500000 Penalty: 2747.355225
	Iteration 43Q: 3 clusters Score -533629.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -533630.000000 Penalty: 2747.355225
	Iteration 44Q: 3 clusters Score -533630 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -533630.937500 Penalty: 2747.355225
	Iteration 45Q: 3 clusters Score -533630.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -533630.937500 Penalty: 2747.355225
	Iteration 46F: 3 clusters Score -533630.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (33624 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33624 members 
Entering Unmasked Estep 
Score: -4247568.500000 Penalty: 1693.736816
	Iteration 0F: 2 clusters Score -4247568 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16740 members 
Mstep: Class 2 contains 16884 members 
Entering Unmasked Estep 
Score: -4224943.000000 Penalty: 3387.473633
	Iteration 0F: 3 clusters Score -4224943 nChanged 15627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16177 members 
Mstep: Class 2 contains 17447 members 
Entering Unmasked Estep 
Score: -4233611.000000 Penalty: 3387.473633
	Iteration 1F: 3 clusters Score -4233611 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15780 members 
Mstep: Class 2 contains 17844 members 
Entering Unmasked Estep 
Score: -4234150.500000 Penalty: 3387.473633
	Iteration 2Q: 3 clusters Score -4234150 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15187 members 
Mstep: Class 2 contains 18437 members 
Entering Unmasked Estep 
Score: -4234829.500000 Penalty: 3387.473633
	Iteration 3Q: 3 clusters Score -4234830 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14400 members 
Mstep: Class 2 contains 19224 members 
Entering Unmasked Estep 
Score: -4235703.500000 Penalty: 3387.473633
	Iteration 4Q: 3 clusters Score -4235704 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13399 members 
Mstep: Class 2 contains 20225 members 
Entering Unmasked Estep 
Score: -4236833.500000 Penalty: 3387.473633
	Iteration 5F: 3 clusters Score -4236834 nChanged 1994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12251 members 
Mstep: Class 2 contains 21373 members 
Entering Unmasked Estep 
Score: -4238306.000000 Penalty: 3387.473633
	Iteration 6F: 3 clusters Score -4238306 nChanged 1960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11225 members 
Mstep: Class 2 contains 22399 members 
Entering Unmasked Estep 
Score: -4239842.500000 Penalty: 3387.473633
	Iteration 7F: 3 clusters Score -4239842 nChanged 1791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10328 members 
Mstep: Class 2 contains 23296 members 
Entering Unmasked Estep 
Score: -4241170.500000 Penalty: 3387.473633
	Iteration 8F: 3 clusters Score -4241170 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9733 members 
Mstep: Class 2 contains 23891 members 
Entering Unmasked Estep 
Score: -4242022.000000 Penalty: 3387.473633
	Iteration 9Q: 3 clusters Score -4242022 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9246 members 
Mstep: Class 2 contains 24378 members 
Entering Unmasked Estep 
Score: -4242578.500000 Penalty: 3387.473633
	Iteration 10Q: 3 clusters Score -4242578 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8883 members 
Mstep: Class 2 contains 24741 members 
Entering Unmasked Estep 
Score: -4242971.500000 Penalty: 3387.473633
	Iteration 11Q: 3 clusters Score -4242972 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8566 members 
Mstep: Class 2 contains 25058 members 
Entering Unmasked Estep 
Score: -4243290.500000 Penalty: 3387.473633
	Iteration 12Q: 3 clusters Score -4243290 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8316 members 
Mstep: Class 2 contains 25308 members 
Entering Unmasked Estep 
Score: -4243549.000000 Penalty: 3387.473633
	Iteration 13Q: 3 clusters Score -4243549 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8098 members 
Mstep: Class 2 contains 25526 members 
Entering Unmasked Estep 
Score: -4243750.500000 Penalty: 3387.473633
	Iteration 14Q: 3 clusters Score -4243750 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7954 members 
Mstep: Class 2 contains 25670 members 
Entering Unmasked Estep 
Score: -4243886.000000 Penalty: 3387.473633
	Iteration 15Q: 3 clusters Score -4243886 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7858 members 
Mstep: Class 2 contains 25766 members 
Entering Unmasked Estep 
Score: -4243991.500000 Penalty: 3387.473633
	Iteration 16Q: 3 clusters Score -4243992 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7779 members 
Mstep: Class 2 contains 25845 members 
Entering Unmasked Estep 
Score: -4244084.500000 Penalty: 3387.473633
	Iteration 17Q: 3 clusters Score -4244084 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7722 members 
Mstep: Class 2 contains 25902 members 
Entering Unmasked Estep 
Score: -4244138.000000 Penalty: 3387.473633
	Iteration 18Q: 3 clusters Score -4244138 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7695 members 
Mstep: Class 2 contains 25929 members 
Entering Unmasked Estep 
Score: -4244192.500000 Penalty: 3387.473633
	Iteration 19Q: 3 clusters Score -4244192 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7711 members 
Mstep: Class 2 contains 25913 members 
Entering Unmasked Estep 
Score: -4244224.000000 Penalty: 3387.473633
	Iteration 20F: 3 clusters Score -4244224 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7736 members 
Mstep: Class 2 contains 25888 members 
Entering Unmasked Estep 
Score: -4244264.500000 Penalty: 3387.473633
	Iteration 21Q: 3 clusters Score -4244264 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7750 members 
Mstep: Class 2 contains 25874 members 
Entering Unmasked Estep 
Score: -4244299.000000 Penalty: 3387.473633
	Iteration 22Q: 3 clusters Score -4244299 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7787 members 
Mstep: Class 2 contains 25837 members 
Entering Unmasked Estep 
Score: -4244348.000000 Penalty: 3387.473633
	Iteration 23Q: 3 clusters Score -4244348 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7878 members 
Mstep: Class 2 contains 25746 members 
Entering Unmasked Estep 
Score: -4244403.500000 Penalty: 3387.473633
	Iteration 24Q: 3 clusters Score -4244404 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7997 members 
Mstep: Class 2 contains 25627 members 
Entering Unmasked Estep 
Score: -4244442.000000 Penalty: 3387.473633
	Iteration 25Q: 3 clusters Score -4244442 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8133 members 
Mstep: Class 2 contains 25491 members 
Entering Unmasked Estep 
Score: -4244486.000000 Penalty: 3387.473633
	Iteration 26Q: 3 clusters Score -4244486 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8270 members 
Mstep: Class 2 contains 25354 members 
Entering Unmasked Estep 
Score: -4244533.500000 Penalty: 3387.473633
	Iteration 27Q: 3 clusters Score -4244534 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8427 members 
Mstep: Class 2 contains 25197 members 
Entering Unmasked Estep 
Score: -4244558.500000 Penalty: 3387.473633
	Iteration 28Q: 3 clusters Score -4244558 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8605 members 
Mstep: Class 2 contains 25019 members 
Entering Unmasked Estep 
Score: -4244605.000000 Penalty: 3387.473633
	Iteration 29Q: 3 clusters Score -4244605 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8815 members 
Mstep: Class 2 contains 24809 members 
Entering Unmasked Estep 
Score: -4244664.000000 Penalty: 3387.473633
	Iteration 30Q: 3 clusters Score -4244664 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9028 members 
Mstep: Class 2 contains 24596 members 
Entering Unmasked Estep 
Score: -4244729.000000 Penalty: 3387.473633
	Iteration 31Q: 3 clusters Score -4244729 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9252 members 
Mstep: Class 2 contains 24372 members 
Entering Unmasked Estep 
Score: -4244799.500000 Penalty: 3387.473633
	Iteration 32Q: 3 clusters Score -4244800 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9506 members 
Mstep: Class 2 contains 24118 members 
Entering Unmasked Estep 
Score: -4244861.000000 Penalty: 3387.473633
	Iteration 33Q: 3 clusters Score -4244861 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9783 members 
Mstep: Class 2 contains 23841 members 
Entering Unmasked Estep 
Score: -4244929.000000 Penalty: 3387.473633
	Iteration 34Q: 3 clusters Score -4244929 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10068 members 
Mstep: Class 2 contains 23556 members 
Entering Unmasked Estep 
Score: -4244994.500000 Penalty: 3387.473633
	Iteration 35Q: 3 clusters Score -4244994 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10349 members 
Mstep: Class 2 contains 23275 members 
Entering Unmasked Estep 
Score: -4245069.000000 Penalty: 3387.473633
	Iteration 36Q: 3 clusters Score -4245069 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10637 members 
Mstep: Class 2 contains 22987 members 
Entering Unmasked Estep 
Score: -4245149.000000 Penalty: 3387.473633
	Iteration 37Q: 3 clusters Score -4245149 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10910 members 
Mstep: Class 2 contains 22714 members 
Entering Unmasked Estep 
Score: -4245210.500000 Penalty: 3387.473633
	Iteration 38Q: 3 clusters Score -4245210 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11177 members 
Mstep: Class 2 contains 22447 members 
Entering Unmasked Estep 
Score: -4245265.500000 Penalty: 3387.473633
	Iteration 39Q: 3 clusters Score -4245266 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11436 members 
Mstep: Class 2 contains 22188 members 
Entering Unmasked Estep 
Score: -4245318.000000 Penalty: 3387.473633
	Iteration 40F: 3 clusters Score -4245318 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11711 members 
Mstep: Class 2 contains 21913 members 
Entering Unmasked Estep 
Score: -4245384.500000 Penalty: 3387.473633
	Iteration 41Q: 3 clusters Score -4245384 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11983 members 
Mstep: Class 2 contains 21641 members 
Entering Unmasked Estep 
Score: -4245434.000000 Penalty: 3387.473633
	Iteration 42Q: 3 clusters Score -4245434 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12231 members 
Mstep: Class 2 contains 21393 members 
Entering Unmasked Estep 
Score: -4245509.500000 Penalty: 3387.473633
	Iteration 43Q: 3 clusters Score -4245510 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12482 members 
Mstep: Class 2 contains 21142 members 
Entering Unmasked Estep 
Score: -4245564.000000 Penalty: 3387.473633
	Iteration 44Q: 3 clusters Score -4245564 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12730 members 
Mstep: Class 2 contains 20894 members 
Entering Unmasked Estep 
Score: -4245605.000000 Penalty: 3387.473633
	Iteration 45Q: 3 clusters Score -4245605 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12958 members 
Mstep: Class 2 contains 20666 members 
Entering Unmasked Estep 
Score: -4245657.500000 Penalty: 3387.473633
	Iteration 46Q: 3 clusters Score -4245658 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13169 members 
Mstep: Class 2 contains 20455 members 
Entering Unmasked Estep 
Score: -4245683.500000 Penalty: 3387.473633
	Iteration 47Q: 3 clusters Score -4245684 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13362 members 
Mstep: Class 2 contains 20262 members 
Entering Unmasked Estep 
Score: -4245723.000000 Penalty: 3387.473633
	Iteration 48Q: 3 clusters Score -4245723 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13555 members 
Mstep: Class 2 contains 20069 members 
Entering Unmasked Estep 
Score: -4245770.500000 Penalty: 3387.473633
	Iteration 49Q: 3 clusters Score -4245770 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13733 members 
Mstep: Class 2 contains 19891 members 
Entering Unmasked Estep 
Score: -4245797.000000 Penalty: 3387.473633
	Iteration 50Q: 3 clusters Score -4245797 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13901 members 
Mstep: Class 2 contains 19723 members 
Entering Unmasked Estep 
Score: -4245814.000000 Penalty: 3387.473633
	Iteration 51Q: 3 clusters Score -4245814 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14061 members 
Mstep: Class 2 contains 19563 members 
Entering Unmasked Estep 
Score: -4245848.000000 Penalty: 3387.473633
	Iteration 52Q: 3 clusters Score -4245848 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14216 members 
Mstep: Class 2 contains 19408 members 
Entering Unmasked Estep 
Score: -4245874.500000 Penalty: 3387.473633
	Iteration 53Q: 3 clusters Score -4245874 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14365 members 
Mstep: Class 2 contains 19259 members 
Entering Unmasked Estep 
Score: -4245893.500000 Penalty: 3387.473633
	Iteration 54Q: 3 clusters Score -4245894 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14515 members 
Mstep: Class 2 contains 19109 members 
Entering Unmasked Estep 
Score: -4245899.000000 Penalty: 3387.473633
	Iteration 55Q: 3 clusters Score -4245899 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14661 members 
Mstep: Class 2 contains 18963 members 
Entering Unmasked Estep 
Score: -4245914.000000 Penalty: 3387.473633
	Iteration 56Q: 3 clusters Score -4245914 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14797 members 
Mstep: Class 2 contains 18827 members 
Entering Unmasked Estep 
Score: -4245945.000000 Penalty: 3387.473633
	Iteration 57Q: 3 clusters Score -4245945 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14934 members 
Mstep: Class 2 contains 18690 members 
Entering Unmasked Estep 
Score: -4245963.500000 Penalty: 3387.473633
	Iteration 58Q: 3 clusters Score -4245964 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15033 members 
Mstep: Class 2 contains 18591 members 
Entering Unmasked Estep 
Score: -4245978.000000 Penalty: 3387.473633
	Iteration 59Q: 3 clusters Score -4245978 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15126 members 
Mstep: Class 2 contains 18498 members 
Entering Unmasked Estep 
Score: -4245990.500000 Penalty: 3387.473633
	Iteration 60F: 3 clusters Score -4245990 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15215 members 
Mstep: Class 2 contains 18409 members 
Entering Unmasked Estep 
Score: -4246004.000000 Penalty: 3387.473633
	Iteration 61Q: 3 clusters Score -4246004 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15290 members 
Mstep: Class 2 contains 18334 members 
Entering Unmasked Estep 
Score: -4246016.500000 Penalty: 3387.473633
	Iteration 62Q: 3 clusters Score -4246016 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15366 members 
Mstep: Class 2 contains 18258 members 
Entering Unmasked Estep 
Score: -4246029.500000 Penalty: 3387.473633
	Iteration 63Q: 3 clusters Score -4246030 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15435 members 
Mstep: Class 2 contains 18189 members 
Entering Unmasked Estep 
Score: -4246035.000000 Penalty: 3387.473633
	Iteration 64Q: 3 clusters Score -4246035 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15498 members 
Mstep: Class 2 contains 18126 members 
Entering Unmasked Estep 
Score: -4246040.000000 Penalty: 3387.473633
	Iteration 65Q: 3 clusters Score -4246040 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15554 members 
Mstep: Class 2 contains 18070 members 
Entering Unmasked Estep 
Score: -4246047.500000 Penalty: 3387.473633
	Iteration 66Q: 3 clusters Score -4246048 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15609 members 
Mstep: Class 2 contains 18015 members 
Entering Unmasked Estep 
Score: -4246050.000000 Penalty: 3387.473633
	Iteration 67Q: 3 clusters Score -4246050 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15669 members 
Mstep: Class 2 contains 17955 members 
Entering Unmasked Estep 
Score: -4246058.500000 Penalty: 3387.473633
	Iteration 68Q: 3 clusters Score -4246058 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15716 members 
Mstep: Class 2 contains 17908 members 
Entering Unmasked Estep 
Score: -4246062.000000 Penalty: 3387.473633
	Iteration 69Q: 3 clusters Score -4246062 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15756 members 
Mstep: Class 2 contains 17868 members 
Entering Unmasked Estep 
Score: -4246069.000000 Penalty: 3387.473633
	Iteration 70Q: 3 clusters Score -4246069 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15789 members 
Mstep: Class 2 contains 17835 members 
Entering Unmasked Estep 
Score: -4246060.500000 Penalty: 3387.473633
	Iteration 71Q: 3 clusters Score -4246060 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15817 members 
Mstep: Class 2 contains 17807 members 
Entering Unmasked Estep 
Score: -4246064.000000 Penalty: 3387.473633
	Iteration 72Q: 3 clusters Score -4246064 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15834 members 
Mstep: Class 2 contains 17790 members 
Entering Unmasked Estep 
Score: -4246071.000000 Penalty: 3387.473633
	Iteration 73Q: 3 clusters Score -4246071 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15854 members 
Mstep: Class 2 contains 17770 members 
Entering Unmasked Estep 
Score: -4246065.500000 Penalty: 3387.473633
	Iteration 74Q: 3 clusters Score -4246066 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15866 members 
Mstep: Class 2 contains 17758 members 
Entering Unmasked Estep 
Score: -4246068.500000 Penalty: 3387.473633
	Iteration 75Q: 3 clusters Score -4246068 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15877 members 
Mstep: Class 2 contains 17747 members 
Entering Unmasked Estep 
Score: -4246068.000000 Penalty: 3387.473633
	Iteration 76Q: 3 clusters Score -4246068 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15890 members 
Mstep: Class 2 contains 17734 members 
Entering Unmasked Estep 
Score: -4246065.000000 Penalty: 3387.473633
	Iteration 77Q: 3 clusters Score -4246065 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15904 members 
Mstep: Class 2 contains 17720 members 
Entering Unmasked Estep 
Score: -4246063.500000 Penalty: 3387.473633
	Iteration 78Q: 3 clusters Score -4246064 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15920 members 
Mstep: Class 2 contains 17704 members 
Entering Unmasked Estep 
Score: -4246055.500000 Penalty: 3387.473633
	Iteration 79Q: 3 clusters Score -4246056 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15933 members 
Mstep: Class 2 contains 17691 members 
Entering Unmasked Estep 
Score: -4246062.500000 Penalty: 3387.473633
	Iteration 80F: 3 clusters Score -4246062 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15944 members 
Mstep: Class 2 contains 17680 members 
Entering Unmasked Estep 
Score: -4246063.000000 Penalty: 3387.473633
	Iteration 81Q: 3 clusters Score -4246063 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15955 members 
Mstep: Class 2 contains 17669 members 
Entering Unmasked Estep 
Score: -4246060.500000 Penalty: 3387.473633
	Iteration 82Q: 3 clusters Score -4246060 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15963 members 
Mstep: Class 2 contains 17661 members 
Entering Unmasked Estep 
Score: -4246063.000000 Penalty: 3387.473633
	Iteration 83Q: 3 clusters Score -4246063 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15970 members 
Mstep: Class 2 contains 17654 members 
Entering Unmasked Estep 
Score: -4246064.000000 Penalty: 3387.473633
	Iteration 84Q: 3 clusters Score -4246064 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15975 members 
Mstep: Class 2 contains 17649 members 
Entering Unmasked Estep 
Score: -4246060.000000 Penalty: 3387.473633
	Iteration 85Q: 3 clusters Score -4246060 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15980 members 
Mstep: Class 2 contains 17644 members 
Entering Unmasked Estep 
Score: -4246058.500000 Penalty: 3387.473633
	Iteration 86Q: 3 clusters Score -4246058 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15985 members 
Mstep: Class 2 contains 17639 members 
Entering Unmasked Estep 
Score: -4246055.500000 Penalty: 3387.473633
	Iteration 87Q: 3 clusters Score -4246056 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15988 members 
Mstep: Class 2 contains 17636 members 
Entering Unmasked Estep 
Score: -4246060.000000 Penalty: 3387.473633
	Iteration 88Q: 3 clusters Score -4246060 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15990 members 
Mstep: Class 2 contains 17634 members 
Entering Unmasked Estep 
Score: -4246060.500000 Penalty: 3387.473633
	Iteration 89Q: 3 clusters Score -4246060 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15995 members 
Mstep: Class 2 contains 17629 members 
Entering Unmasked Estep 
Score: -4246055.500000 Penalty: 3387.473633
	Iteration 90Q: 3 clusters Score -4246056 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15996 members 
Mstep: Class 2 contains 17628 members 
Entering Unmasked Estep 
Score: -4246060.500000 Penalty: 3387.473633
	Iteration 91Q: 3 clusters Score -4246060 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15997 members 
Mstep: Class 2 contains 17627 members 
Entering Unmasked Estep 
Score: -4246057.000000 Penalty: 3387.473633
	Iteration 92Q: 3 clusters Score -4246057 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15997 members 
Mstep: Class 2 contains 17627 members 
Entering Unmasked Estep 
Score: -4246057.000000 Penalty: 3387.473633
	Iteration 93F: 3 clusters Score -4246057 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (2464 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Entering Unmasked Estep 
Score: -311684.031250 Penalty: 1269.050415
	Iteration 0F: 2 clusters Score -311684 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 1244 members 
Entering Unmasked Estep 
Score: -309243.781250 Penalty: 2538.100830
	Iteration 0F: 3 clusters Score -309243.8 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -309814.437500 Penalty: 2538.100830
	Iteration 1F: 3 clusters Score -309814.4 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -309950.218750 Penalty: 2538.100830
	Iteration 2F: 3 clusters Score -309950.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -310056.125000 Penalty: 2538.100830
	Iteration 3F: 3 clusters Score -310056.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -310142.968750 Penalty: 2538.100830
	Iteration 4Q: 3 clusters Score -310143 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -310240.781250 Penalty: 2538.100830
	Iteration 5Q: 3 clusters Score -310240.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -310356.718750 Penalty: 2538.100830
	Iteration 6Q: 3 clusters Score -310356.7 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -310501.531250 Penalty: 2538.100830
	Iteration 7Q: 3 clusters Score -310501.5 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -310681.437500 Penalty: 2538.100830
	Iteration 8Q: 3 clusters Score -310681.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -310891.000000 Penalty: 2538.100830
	Iteration 9F: 3 clusters Score -310891 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -311082.906250 Penalty: 2538.100830
	Iteration 10Q: 3 clusters Score -311082.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -311188.000000 Penalty: 2538.100830
	Iteration 11Q: 3 clusters Score -311188 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -311226.750000 Penalty: 2538.100830
	Iteration 12Q: 3 clusters Score -311226.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -311252.062500 Penalty: 2538.100830
	Iteration 13Q: 3 clusters Score -311252.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -311274.406250 Penalty: 2538.100830
	Iteration 14Q: 3 clusters Score -311274.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -311281.812500 Penalty: 2538.100830
	Iteration 15Q: 3 clusters Score -311281.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -311288.343750 Penalty: 2538.100830
	Iteration 16Q: 3 clusters Score -311288.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -311295.218750 Penalty: 2538.100830
	Iteration 17Q: 3 clusters Score -311295.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -311298.093750 Penalty: 2538.100830
	Iteration 18Q: 3 clusters Score -311298.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -311301.562500 Penalty: 2538.100830
	Iteration 19Q: 3 clusters Score -311301.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -311303.250000 Penalty: 2538.100830
	Iteration 20F: 3 clusters Score -311303.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -311303.656250 Penalty: 2538.100830
	Iteration 21Q: 3 clusters Score -311303.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -311303.656250 Penalty: 2538.100830
	Iteration 22F: 3 clusters Score -311303.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (9772 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9772 members 
Entering Unmasked Estep 
Score: -1231861.250000 Penalty: 1492.932495
	Iteration 0F: 2 clusters Score -1231861 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 4892 members 
Entering Unmasked Estep 
Score: -1224903.625000 Penalty: 2985.864990
	Iteration 0F: 3 clusters Score -1224904 nChanged 4157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -1227100.875000 Penalty: 2985.864990
	Iteration 1F: 3 clusters Score -1227101 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -1227351.750000 Penalty: 2985.864990
	Iteration 2F: 3 clusters Score -1227352 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -1227548.250000 Penalty: 2985.864990
	Iteration 3Q: 3 clusters Score -1227548 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 5244 members 
Entering Unmasked Estep 
Score: -1227711.625000 Penalty: 2985.864990
	Iteration 4Q: 3 clusters Score -1227712 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 5377 members 
Entering Unmasked Estep 
Score: -1227883.500000 Penalty: 2985.864990
	Iteration 5Q: 3 clusters Score -1227884 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 5536 members 
Entering Unmasked Estep 
Score: -1228044.625000 Penalty: 2985.864990
	Iteration 6Q: 3 clusters Score -1228045 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 5720 members 
Entering Unmasked Estep 
Score: -1228200.750000 Penalty: 2985.864990
	Iteration 7Q: 3 clusters Score -1228201 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 5939 members 
Entering Unmasked Estep 
Score: -1228371.250000 Penalty: 2985.864990
	Iteration 8Q: 3 clusters Score -1228371 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 6195 members 
Entering Unmasked Estep 
Score: -1228570.750000 Penalty: 2985.864990
	Iteration 9Q: 3 clusters Score -1228571 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 6506 members 
Entering Unmasked Estep 
Score: -1228821.625000 Penalty: 2985.864990
	Iteration 10Q: 3 clusters Score -1228822 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 6821 members 
Entering Unmasked Estep 
Score: -1229134.750000 Penalty: 2985.864990
	Iteration 11Q: 3 clusters Score -1229135 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 7140 members 
Entering Unmasked Estep 
Score: -1229468.250000 Penalty: 2985.864990
	Iteration 12Q: 3 clusters Score -1229468 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 7392 members 
Entering Unmasked Estep 
Score: -1229737.750000 Penalty: 2985.864990
	Iteration 13Q: 3 clusters Score -1229738 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 7596 members 
Entering Unmasked Estep 
Score: -1229960.125000 Penalty: 2985.864990
	Iteration 14Q: 3 clusters Score -1229960 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 7742 members 
Entering Unmasked Estep 
Score: -1230118.250000 Penalty: 2985.864990
	Iteration 15Q: 3 clusters Score -1230118 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 7854 members 
Entering Unmasked Estep 
Score: -1230231.000000 Penalty: 2985.864990
	Iteration 16Q: 3 clusters Score -1230231 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 7949 members 
Entering Unmasked Estep 
Score: -1230315.875000 Penalty: 2985.864990
	Iteration 17Q: 3 clusters Score -1230316 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 8028 members 
Entering Unmasked Estep 
Score: -1230373.625000 Penalty: 2985.864990
	Iteration 18Q: 3 clusters Score -1230374 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 8088 members 
Entering Unmasked Estep 
Score: -1230418.375000 Penalty: 2985.864990
	Iteration 19Q: 3 clusters Score -1230418 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 8132 members 
Entering Unmasked Estep 
Score: -1230444.250000 Penalty: 2985.864990
	Iteration 20F: 3 clusters Score -1230444 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 8163 members 
Entering Unmasked Estep 
Score: -1230463.875000 Penalty: 2985.864990
	Iteration 21Q: 3 clusters Score -1230464 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 8197 members 
Entering Unmasked Estep 
Score: -1230481.125000 Penalty: 2985.864990
	Iteration 22Q: 3 clusters Score -1230481 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 8207 members 
Entering Unmasked Estep 
Score: -1230489.875000 Penalty: 2985.864990
	Iteration 23Q: 3 clusters Score -1230490 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 8227 members 
Entering Unmasked Estep 
Score: -1230500.625000 Penalty: 2985.864990
	Iteration 24Q: 3 clusters Score -1230501 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 8251 members 
Entering Unmasked Estep 
Score: -1230513.000000 Penalty: 2985.864990
	Iteration 25Q: 3 clusters Score -1230513 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 8274 members 
Entering Unmasked Estep 
Score: -1230527.500000 Penalty: 2985.864990
	Iteration 26Q: 3 clusters Score -1230528 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 8291 members 
Entering Unmasked Estep 
Score: -1230533.750000 Penalty: 2985.864990
	Iteration 27Q: 3 clusters Score -1230534 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 8311 members 
Entering Unmasked Estep 
Score: -1230539.750000 Penalty: 2985.864990
	Iteration 28Q: 3 clusters Score -1230540 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 8319 members 
Entering Unmasked Estep 
Score: -1230542.500000 Penalty: 2985.864990
	Iteration 29Q: 3 clusters Score -1230542 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 8331 members 
Entering Unmasked Estep 
Score: -1230547.500000 Penalty: 2985.864990
	Iteration 30Q: 3 clusters Score -1230548 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 8339 members 
Entering Unmasked Estep 
Score: -1230553.125000 Penalty: 2985.864990
	Iteration 31Q: 3 clusters Score -1230553 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 8352 members 
Entering Unmasked Estep 
Score: -1230560.750000 Penalty: 2985.864990
	Iteration 32Q: 3 clusters Score -1230561 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 8358 members 
Entering Unmasked Estep 
Score: -1230562.000000 Penalty: 2985.864990
	Iteration 33Q: 3 clusters Score -1230562 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 8363 members 
Entering Unmasked Estep 
Score: -1230562.000000 Penalty: 2985.864990
	Iteration 34Q: 3 clusters Score -1230562 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 8369 members 
Entering Unmasked Estep 
Score: -1230566.875000 Penalty: 2985.864990
	Iteration 35Q: 3 clusters Score -1230567 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 8370 members 
Entering Unmasked Estep 
Score: -1230566.000000 Penalty: 2985.864990
	Iteration 36Q: 3 clusters Score -1230566 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 8374 members 
Entering Unmasked Estep 
Score: -1230568.125000 Penalty: 2985.864990
	Iteration 37Q: 3 clusters Score -1230568 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 8375 members 
Entering Unmasked Estep 
Score: -1230570.125000 Penalty: 2985.864990
	Iteration 38Q: 3 clusters Score -1230570 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 8378 members 
Entering Unmasked Estep 
Score: -1230573.750000 Penalty: 2985.864990
	Iteration 39Q: 3 clusters Score -1230574 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 8385 members 
Entering Unmasked Estep 
Score: -1230574.875000 Penalty: 2985.864990
	Iteration 40F: 3 clusters Score -1230575 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 8391 members 
Entering Unmasked Estep 
Score: -1230579.875000 Penalty: 2985.864990
	Iteration 41Q: 3 clusters Score -1230580 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 8399 members 
Entering Unmasked Estep 
Score: -1230582.375000 Penalty: 2985.864990
	Iteration 42Q: 3 clusters Score -1230582 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 8408 members 
Entering Unmasked Estep 
Score: -1230585.500000 Penalty: 2985.864990
	Iteration 43Q: 3 clusters Score -1230586 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 8419 members 
Entering Unmasked Estep 
Score: -1230590.750000 Penalty: 2985.864990
	Iteration 44Q: 3 clusters Score -1230591 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 8428 members 
Entering Unmasked Estep 
Score: -1230597.500000 Penalty: 2985.864990
	Iteration 45Q: 3 clusters Score -1230598 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 8440 members 
Entering Unmasked Estep 
Score: -1230597.875000 Penalty: 2985.864990
	Iteration 46Q: 3 clusters Score -1230598 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 8449 members 
Entering Unmasked Estep 
Score: -1230603.500000 Penalty: 2985.864990
	Iteration 47Q: 3 clusters Score -1230604 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 8457 members 
Entering Unmasked Estep 
Score: -1230603.000000 Penalty: 2985.864990
	Iteration 48Q: 3 clusters Score -1230603 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 8463 members 
Entering Unmasked Estep 
Score: -1230604.750000 Penalty: 2985.864990
	Iteration 49Q: 3 clusters Score -1230605 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 8465 members 
Entering Unmasked Estep 
Score: -1230605.625000 Penalty: 2985.864990
	Iteration 50Q: 3 clusters Score -1230606 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 8469 members 
Entering Unmasked Estep 
Score: -1230605.500000 Penalty: 2985.864990
	Iteration 51Q: 3 clusters Score -1230606 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 8468 members 
Entering Unmasked Estep 
Score: -1230608.625000 Penalty: 2985.864990
	Iteration 52Q: 3 clusters Score -1230609 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 8468 members 
Entering Unmasked Estep 
Score: -1230608.625000 Penalty: 2985.864990
	Iteration 53F: 3 clusters Score -1230609 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (4500 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Entering Unmasked Estep 
Score: -540731.500000 Penalty: 1366.922852
	Iteration 0F: 2 clusters Score -540731.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -537095.687500 Penalty: 2733.845703
	Iteration 0F: 3 clusters Score -537095.7 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -538000.750000 Penalty: 2733.845703
	Iteration 1F: 3 clusters Score -538000.8 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -538192.687500 Penalty: 2733.845703
	Iteration 2F: 3 clusters Score -538192.7 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -538354.562500 Penalty: 2733.845703
	Iteration 3F: 3 clusters Score -538354.6 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -538484.812500 Penalty: 2733.845703
	Iteration 4F: 3 clusters Score -538484.8 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -538608.812500 Penalty: 2733.845703
	Iteration 5Q: 3 clusters Score -538608.8 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -538753.187500 Penalty: 2733.845703
	Iteration 6Q: 3 clusters Score -538753.2 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -538940.562500 Penalty: 2733.845703
	Iteration 7Q: 3 clusters Score -538940.6 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -539108.937500 Penalty: 2733.845703
	Iteration 8Q: 3 clusters Score -539108.9 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -539243.750000 Penalty: 2733.845703
	Iteration 9Q: 3 clusters Score -539243.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -539363.562500 Penalty: 2733.845703
	Iteration 10Q: 3 clusters Score -539363.6 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -539495.500000 Penalty: 2733.845703
	Iteration 11Q: 3 clusters Score -539495.5 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -539637.187500 Penalty: 2733.845703
	Iteration 12Q: 3 clusters Score -539637.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -539769.687500 Penalty: 2733.845703
	Iteration 13Q: 3 clusters Score -539769.7 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -539872.937500 Penalty: 2733.845703
	Iteration 14Q: 3 clusters Score -539872.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -539949.312500 Penalty: 2733.845703
	Iteration 15Q: 3 clusters Score -539949.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -540006.937500 Penalty: 2733.845703
	Iteration 16Q: 3 clusters Score -540006.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -540043.375000 Penalty: 2733.845703
	Iteration 17Q: 3 clusters Score -540043.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -540067.062500 Penalty: 2733.845703
	Iteration 18Q: 3 clusters Score -540067.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -540078.562500 Penalty: 2733.845703
	Iteration 19Q: 3 clusters Score -540078.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -540087.375000 Penalty: 2733.845703
	Iteration 20F: 3 clusters Score -540087.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -540095.187500 Penalty: 2733.845703
	Iteration 21Q: 3 clusters Score -540095.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -540097.812500 Penalty: 2733.845703
	Iteration 22Q: 3 clusters Score -540097.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -540098.375000 Penalty: 2733.845703
	Iteration 23Q: 3 clusters Score -540098.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -540098.937500 Penalty: 2733.845703
	Iteration 24Q: 3 clusters Score -540098.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -540098.937500 Penalty: 2733.845703
	Iteration 25F: 3 clusters Score -540098.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (37592 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37592 members 
Entering Unmasked Estep 
Score: -4761873.000000 Penalty: 1711.863892
	Iteration 0F: 2 clusters Score -4761873 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18816 members 
Mstep: Class 2 contains 18776 members 
Entering Unmasked Estep 
Score: -4736834.500000 Penalty: 3423.727783
	Iteration 0F: 3 clusters Score -4736834 nChanged 17274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18438 members 
Mstep: Class 2 contains 19154 members 
Entering Unmasked Estep 
Score: -4746691.500000 Penalty: 3423.727783
	Iteration 1F: 3 clusters Score -4746692 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18188 members 
Mstep: Class 2 contains 19404 members 
Entering Unmasked Estep 
Score: -4747395.000000 Penalty: 3423.727783
	Iteration 2Q: 3 clusters Score -4747395 nChanged 1940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17850 members 
Mstep: Class 2 contains 19742 members 
Entering Unmasked Estep 
Score: -4748233.500000 Penalty: 3423.727783
	Iteration 3F: 3 clusters Score -4748234 nChanged 1968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17364 members 
Mstep: Class 2 contains 20228 members 
Entering Unmasked Estep 
Score: -4749150.000000 Penalty: 3423.727783
	Iteration 4F: 3 clusters Score -4749150 nChanged 1981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16801 members 
Mstep: Class 2 contains 20791 members 
Entering Unmasked Estep 
Score: -4750018.500000 Penalty: 3423.727783
	Iteration 5F: 3 clusters Score -4750018 nChanged 1925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16226 members 
Mstep: Class 2 contains 21366 members 
Entering Unmasked Estep 
Score: -4750887.500000 Penalty: 3423.727783
	Iteration 6F: 3 clusters Score -4750888 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15649 members 
Mstep: Class 2 contains 21943 members 
Entering Unmasked Estep 
Score: -4751587.500000 Penalty: 3423.727783
	Iteration 7Q: 3 clusters Score -4751588 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14993 members 
Mstep: Class 2 contains 22599 members 
Entering Unmasked Estep 
Score: -4752362.500000 Penalty: 3423.727783
	Iteration 8Q: 3 clusters Score -4752362 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14323 members 
Mstep: Class 2 contains 23269 members 
Entering Unmasked Estep 
Score: -4753178.500000 Penalty: 3423.727783
	Iteration 9Q: 3 clusters Score -4753178 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13638 members 
Mstep: Class 2 contains 23954 members 
Entering Unmasked Estep 
Score: -4754124.500000 Penalty: 3423.727783
	Iteration 10Q: 3 clusters Score -4754124 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12903 members 
Mstep: Class 2 contains 24689 members 
Entering Unmasked Estep 
Score: -4755311.000000 Penalty: 3423.727783
	Iteration 11Q: 3 clusters Score -4755311 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12179 members 
Mstep: Class 2 contains 25413 members 
Entering Unmasked Estep 
Score: -4756466.500000 Penalty: 3423.727783
	Iteration 12Q: 3 clusters Score -4756466 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11536 members 
Mstep: Class 2 contains 26056 members 
Entering Unmasked Estep 
Score: -4757210.000000 Penalty: 3423.727783
	Iteration 13Q: 3 clusters Score -4757210 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10952 members 
Mstep: Class 2 contains 26640 members 
Entering Unmasked Estep 
Score: -4757642.000000 Penalty: 3423.727783
	Iteration 14Q: 3 clusters Score -4757642 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10414 members 
Mstep: Class 2 contains 27178 members 
Entering Unmasked Estep 
Score: -4757959.000000 Penalty: 3423.727783
	Iteration 15Q: 3 clusters Score -4757959 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9952 members 
Mstep: Class 2 contains 27640 members 
Entering Unmasked Estep 
Score: -4758170.000000 Penalty: 3423.727783
	Iteration 16Q: 3 clusters Score -4758170 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9539 members 
Mstep: Class 2 contains 28053 members 
Entering Unmasked Estep 
Score: -4758315.500000 Penalty: 3423.727783
	Iteration 17Q: 3 clusters Score -4758316 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9160 members 
Mstep: Class 2 contains 28432 members 
Entering Unmasked Estep 
Score: -4758474.000000 Penalty: 3423.727783
	Iteration 18Q: 3 clusters Score -4758474 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8777 members 
Mstep: Class 2 contains 28815 members 
Entering Unmasked Estep 
Score: -4758597.000000 Penalty: 3423.727783
	Iteration 19Q: 3 clusters Score -4758597 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8434 members 
Mstep: Class 2 contains 29158 members 
Entering Unmasked Estep 
Score: -4758694.500000 Penalty: 3423.727783
	Iteration 20F: 3 clusters Score -4758694 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8077 members 
Mstep: Class 2 contains 29515 members 
Entering Unmasked Estep 
Score: -4758821.500000 Penalty: 3423.727783
	Iteration 21Q: 3 clusters Score -4758822 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7753 members 
Mstep: Class 2 contains 29839 members 
Entering Unmasked Estep 
Score: -4758925.500000 Penalty: 3423.727783
	Iteration 22Q: 3 clusters Score -4758926 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7445 members 
Mstep: Class 2 contains 30147 members 
Entering Unmasked Estep 
Score: -4759025.500000 Penalty: 3423.727783
	Iteration 23Q: 3 clusters Score -4759026 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7176 members 
Mstep: Class 2 contains 30416 members 
Entering Unmasked Estep 
Score: -4759111.500000 Penalty: 3423.727783
	Iteration 24Q: 3 clusters Score -4759112 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6896 members 
Mstep: Class 2 contains 30696 members 
Entering Unmasked Estep 
Score: -4759184.500000 Penalty: 3423.727783
	Iteration 25Q: 3 clusters Score -4759184 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6619 members 
Mstep: Class 2 contains 30973 members 
Entering Unmasked Estep 
Score: -4759258.000000 Penalty: 3423.727783
	Iteration 26Q: 3 clusters Score -4759258 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6348 members 
Mstep: Class 2 contains 31244 members 
Entering Unmasked Estep 
Score: -4759334.500000 Penalty: 3423.727783
	Iteration 27Q: 3 clusters Score -4759334 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6135 members 
Mstep: Class 2 contains 31457 members 
Entering Unmasked Estep 
Score: -4759378.000000 Penalty: 3423.727783
	Iteration 28Q: 3 clusters Score -4759378 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5918 members 
Mstep: Class 2 contains 31674 members 
Entering Unmasked Estep 
Score: -4759447.000000 Penalty: 3423.727783
	Iteration 29Q: 3 clusters Score -4759447 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5704 members 
Mstep: Class 2 contains 31888 members 
Entering Unmasked Estep 
Score: -4759515.500000 Penalty: 3423.727783
	Iteration 30Q: 3 clusters Score -4759516 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5498 members 
Mstep: Class 2 contains 32094 members 
Entering Unmasked Estep 
Score: -4759572.000000 Penalty: 3423.727783
	Iteration 31Q: 3 clusters Score -4759572 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5291 members 
Mstep: Class 2 contains 32301 members 
Entering Unmasked Estep 
Score: -4759627.500000 Penalty: 3423.727783
	Iteration 32Q: 3 clusters Score -4759628 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5090 members 
Mstep: Class 2 contains 32502 members 
Entering Unmasked Estep 
Score: -4759675.000000 Penalty: 3423.727783
	Iteration 33Q: 3 clusters Score -4759675 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 32687 members 
Entering Unmasked Estep 
Score: -4759729.000000 Penalty: 3423.727783
	Iteration 34Q: 3 clusters Score -4759729 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 32854 members 
Entering Unmasked Estep 
Score: -4759778.500000 Penalty: 3423.727783
	Iteration 35Q: 3 clusters Score -4759778 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 33010 members 
Entering Unmasked Estep 
Score: -4759818.000000 Penalty: 3423.727783
	Iteration 36Q: 3 clusters Score -4759818 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 33136 members 
Entering Unmasked Estep 
Score: -4759848.000000 Penalty: 3423.727783
	Iteration 37Q: 3 clusters Score -4759848 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 33241 members 
Entering Unmasked Estep 
Score: -4759864.000000 Penalty: 3423.727783
	Iteration 38Q: 3 clusters Score -4759864 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 33351 members 
Entering Unmasked Estep 
Score: -4759899.000000 Penalty: 3423.727783
	Iteration 39Q: 3 clusters Score -4759899 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 33439 members 
Entering Unmasked Estep 
Score: -4759918.000000 Penalty: 3423.727783
	Iteration 40F: 3 clusters Score -4759918 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 33540 members 
Entering Unmasked Estep 
Score: -4759948.500000 Penalty: 3423.727783
	Iteration 41Q: 3 clusters Score -4759948 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 33645 members 
Entering Unmasked Estep 
Score: -4759976.500000 Penalty: 3423.727783
	Iteration 42Q: 3 clusters Score -4759976 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 33744 members 
Entering Unmasked Estep 
Score: -4759974.000000 Penalty: 3423.727783
	Iteration 43Q: 3 clusters Score -4759974 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 33844 members 
Entering Unmasked Estep 
Score: -4760014.000000 Penalty: 3423.727783
	Iteration 44Q: 3 clusters Score -4760014 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 33943 members 
Entering Unmasked Estep 
Score: -4760021.500000 Penalty: 3423.727783
	Iteration 45Q: 3 clusters Score -4760022 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 34032 members 
Entering Unmasked Estep 
Score: -4760051.000000 Penalty: 3423.727783
	Iteration 46Q: 3 clusters Score -4760051 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 34122 members 
Entering Unmasked Estep 
Score: -4760080.000000 Penalty: 3423.727783
	Iteration 47Q: 3 clusters Score -4760080 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 34199 members 
Entering Unmasked Estep 
Score: -4760087.500000 Penalty: 3423.727783
	Iteration 48Q: 3 clusters Score -4760088 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 34267 members 
Entering Unmasked Estep 
Score: -4760104.000000 Penalty: 3423.727783
	Iteration 49Q: 3 clusters Score -4760104 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 34336 members 
Entering Unmasked Estep 
Score: -4760116.000000 Penalty: 3423.727783
	Iteration 50Q: 3 clusters Score -4760116 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 34400 members 
Entering Unmasked Estep 
Score: -4760134.000000 Penalty: 3423.727783
	Iteration 51Q: 3 clusters Score -4760134 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 34462 members 
Entering Unmasked Estep 
Score: -4760127.500000 Penalty: 3423.727783
	Iteration 52Q: 3 clusters Score -4760128 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 34536 members 
Entering Unmasked Estep 
Score: -4760156.500000 Penalty: 3423.727783
	Iteration 53Q: 3 clusters Score -4760156 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 34590 members 
Entering Unmasked Estep 
Score: -4760168.500000 Penalty: 3423.727783
	Iteration 54Q: 3 clusters Score -4760168 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 34642 members 
Entering Unmasked Estep 
Score: -4760179.000000 Penalty: 3423.727783
	Iteration 55Q: 3 clusters Score -4760179 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 34691 members 
Entering Unmasked Estep 
Score: -4760184.000000 Penalty: 3423.727783
	Iteration 56Q: 3 clusters Score -4760184 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 34725 members 
Entering Unmasked Estep 
Score: -4760185.000000 Penalty: 3423.727783
	Iteration 57Q: 3 clusters Score -4760185 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 34765 members 
Entering Unmasked Estep 
Score: -4760193.500000 Penalty: 3423.727783
	Iteration 58Q: 3 clusters Score -4760194 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 34798 members 
Entering Unmasked Estep 
Score: -4760204.500000 Penalty: 3423.727783
	Iteration 59Q: 3 clusters Score -4760204 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 34832 members 
Entering Unmasked Estep 
Score: -4760204.000000 Penalty: 3423.727783
	Iteration 60F: 3 clusters Score -4760204 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 34859 members 
Entering Unmasked Estep 
Score: -4760207.000000 Penalty: 3423.727783
	Iteration 61Q: 3 clusters Score -4760207 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 34886 members 
Entering Unmasked Estep 
Score: -4760211.500000 Penalty: 3423.727783
	Iteration 62Q: 3 clusters Score -4760212 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 34917 members 
Entering Unmasked Estep 
Score: -4760212.000000 Penalty: 3423.727783
	Iteration 63Q: 3 clusters Score -4760212 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 34952 members 
Entering Unmasked Estep 
Score: -4760216.500000 Penalty: 3423.727783
	Iteration 64Q: 3 clusters Score -4760216 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 34979 members 
Entering Unmasked Estep 
Score: -4760219.000000 Penalty: 3423.727783
	Iteration 65Q: 3 clusters Score -4760219 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 35008 members 
Entering Unmasked Estep 
Score: -4760223.500000 Penalty: 3423.727783
	Iteration 66Q: 3 clusters Score -4760224 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 35034 members 
Entering Unmasked Estep 
Score: -4760230.500000 Penalty: 3423.727783
	Iteration 67Q: 3 clusters Score -4760230 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 35062 members 
Entering Unmasked Estep 
Score: -4760225.500000 Penalty: 3423.727783
	Iteration 68Q: 3 clusters Score -4760226 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 35093 members 
Entering Unmasked Estep 
Score: -4760243.500000 Penalty: 3423.727783
	Iteration 69Q: 3 clusters Score -4760244 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 35130 members 
Entering Unmasked Estep 
Score: -4760233.000000 Penalty: 3423.727783
	Iteration 70Q: 3 clusters Score -4760233 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 35164 members 
Entering Unmasked Estep 
Score: -4760236.500000 Penalty: 3423.727783
	Iteration 71Q: 3 clusters Score -4760236 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 35206 members 
Entering Unmasked Estep 
Score: -4760251.000000 Penalty: 3423.727783
	Iteration 72Q: 3 clusters Score -4760251 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 35247 members 
Entering Unmasked Estep 
Score: -4760267.500000 Penalty: 3423.727783
	Iteration 73Q: 3 clusters Score -4760268 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 35275 members 
Entering Unmasked Estep 
Score: -4760272.000000 Penalty: 3423.727783
	Iteration 74Q: 3 clusters Score -4760272 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 35305 members 
Entering Unmasked Estep 
Score: -4760284.000000 Penalty: 3423.727783
	Iteration 75Q: 3 clusters Score -4760284 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 35332 members 
Entering Unmasked Estep 
Score: -4760278.000000 Penalty: 3423.727783
	Iteration 76Q: 3 clusters Score -4760278 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 35359 members 
Entering Unmasked Estep 
Score: -4760273.500000 Penalty: 3423.727783
	Iteration 77Q: 3 clusters Score -4760274 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 35382 members 
Entering Unmasked Estep 
Score: -4760287.000000 Penalty: 3423.727783
	Iteration 78Q: 3 clusters Score -4760287 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 35406 members 
Entering Unmasked Estep 
Score: -4760296.000000 Penalty: 3423.727783
	Iteration 79Q: 3 clusters Score -4760296 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 35435 members 
Entering Unmasked Estep 
Score: -4760292.500000 Penalty: 3423.727783
	Iteration 80F: 3 clusters Score -4760292 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 35466 members 
Entering Unmasked Estep 
Score: -4760301.000000 Penalty: 3423.727783
	Iteration 81Q: 3 clusters Score -4760301 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 35498 members 
Entering Unmasked Estep 
Score: -4760295.000000 Penalty: 3423.727783
	Iteration 82Q: 3 clusters Score -4760295 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 35535 members 
Entering Unmasked Estep 
Score: -4760299.000000 Penalty: 3423.727783
	Iteration 83Q: 3 clusters Score -4760299 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 35568 members 
Entering Unmasked Estep 
Score: -4760297.500000 Penalty: 3423.727783
	Iteration 84Q: 3 clusters Score -4760298 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 35607 members 
Entering Unmasked Estep 
Score: -4760307.500000 Penalty: 3423.727783
	Iteration 85Q: 3 clusters Score -4760308 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 35639 members 
Entering Unmasked Estep 
Score: -4760322.000000 Penalty: 3423.727783
	Iteration 86Q: 3 clusters Score -4760322 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 35658 members 
Entering Unmasked Estep 
Score: -4760329.500000 Penalty: 3423.727783
	Iteration 87Q: 3 clusters Score -4760330 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 35680 members 
Entering Unmasked Estep 
Score: -4760337.500000 Penalty: 3423.727783
	Iteration 88Q: 3 clusters Score -4760338 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 35695 members 
Entering Unmasked Estep 
Score: -4760340.000000 Penalty: 3423.727783
	Iteration 89Q: 3 clusters Score -4760340 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 35711 members 
Entering Unmasked Estep 
Score: -4760339.000000 Penalty: 3423.727783
	Iteration 90Q: 3 clusters Score -4760339 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 35724 members 
Entering Unmasked Estep 
Score: -4760346.000000 Penalty: 3423.727783
	Iteration 91Q: 3 clusters Score -4760346 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 35739 members 
Entering Unmasked Estep 
Score: -4760349.500000 Penalty: 3423.727783
	Iteration 92Q: 3 clusters Score -4760350 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 35755 members 
Entering Unmasked Estep 
Score: -4760353.000000 Penalty: 3423.727783
	Iteration 93Q: 3 clusters Score -4760353 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 35770 members 
Entering Unmasked Estep 
Score: -4760354.500000 Penalty: 3423.727783
	Iteration 94Q: 3 clusters Score -4760354 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 35784 members 
Entering Unmasked Estep 
Score: -4760356.500000 Penalty: 3423.727783
	Iteration 95Q: 3 clusters Score -4760356 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 35795 members 
Entering Unmasked Estep 
Score: -4760361.500000 Penalty: 3423.727783
	Iteration 96Q: 3 clusters Score -4760362 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 35802 members 
Entering Unmasked Estep 
Score: -4760358.000000 Penalty: 3423.727783
	Iteration 97Q: 3 clusters Score -4760358 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 35807 members 
Entering Unmasked Estep 
Score: -4760356.000000 Penalty: 3423.727783
	Iteration 98Q: 3 clusters Score -4760356 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 35812 members 
Entering Unmasked Estep 
Score: -4760362.500000 Penalty: 3423.727783
	Iteration 99Q: 3 clusters Score -4760362 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 35816 members 
Entering Unmasked Estep 
Score: -4760361.500000 Penalty: 3423.727783
	Iteration 100F: 3 clusters Score -4760362 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 35821 members 
Entering Unmasked Estep 
Score: -4760367.000000 Penalty: 3423.727783
	Iteration 101Q: 3 clusters Score -4760367 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 35828 members 
Entering Unmasked Estep 
Score: -4760368.500000 Penalty: 3423.727783
	Iteration 102Q: 3 clusters Score -4760368 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 35837 members 
Entering Unmasked Estep 
Score: -4760372.500000 Penalty: 3423.727783
	Iteration 103Q: 3 clusters Score -4760372 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 35846 members 
Entering Unmasked Estep 
Score: -4760378.500000 Penalty: 3423.727783
	Iteration 104Q: 3 clusters Score -4760378 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 35858 members 
Entering Unmasked Estep 
Score: -4760370.000000 Penalty: 3423.727783
	Iteration 105Q: 3 clusters Score -4760370 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 35866 members 
Entering Unmasked Estep 
Score: -4760375.500000 Penalty: 3423.727783
	Iteration 106Q: 3 clusters Score -4760376 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 35871 members 
Entering Unmasked Estep 
Score: -4760384.000000 Penalty: 3423.727783
	Iteration 107Q: 3 clusters Score -4760384 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 35878 members 
Entering Unmasked Estep 
Score: -4760382.500000 Penalty: 3423.727783
	Iteration 108Q: 3 clusters Score -4760382 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 35880 members 
Entering Unmasked Estep 
Score: -4760382.500000 Penalty: 3423.727783
	Iteration 109Q: 3 clusters Score -4760382 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 35883 members 
Entering Unmasked Estep 
Score: -4760390.000000 Penalty: 3423.727783
	Iteration 110Q: 3 clusters Score -4760390 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 35888 members 
Entering Unmasked Estep 
Score: -4760390.000000 Penalty: 3423.727783
	Iteration 111Q: 3 clusters Score -4760390 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 35890 members 
Entering Unmasked Estep 
Score: -4760391.000000 Penalty: 3423.727783
	Iteration 112Q: 3 clusters Score -4760391 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 35895 members 
Entering Unmasked Estep 
Score: -4760389.500000 Penalty: 3423.727783
	Iteration 113Q: 3 clusters Score -4760390 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 35905 members 
Entering Unmasked Estep 
Score: -4760389.500000 Penalty: 3423.727783
	Iteration 114Q: 3 clusters Score -4760390 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 35913 members 
Entering Unmasked Estep 
Score: -4760389.000000 Penalty: 3423.727783
	Iteration 115Q: 3 clusters Score -4760389 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 35927 members 
Entering Unmasked Estep 
Score: -4760390.000000 Penalty: 3423.727783
	Iteration 116Q: 3 clusters Score -4760390 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 35939 members 
Entering Unmasked Estep 
Score: -4760391.000000 Penalty: 3423.727783
	Iteration 117Q: 3 clusters Score -4760391 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 35948 members 
Entering Unmasked Estep 
Score: -4760390.500000 Penalty: 3423.727783
	Iteration 118Q: 3 clusters Score -4760390 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 35952 members 
Entering Unmasked Estep 
Score: -4760387.500000 Penalty: 3423.727783
	Iteration 119Q: 3 clusters Score -4760388 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 35956 members 
Entering Unmasked Estep 
Score: -4760389.500000 Penalty: 3423.727783
	Iteration 120F: 3 clusters Score -4760390 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 35960 members 
Entering Unmasked Estep 
Score: -4760392.500000 Penalty: 3423.727783
	Iteration 121Q: 3 clusters Score -4760392 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 35965 members 
Entering Unmasked Estep 
Score: -4760399.500000 Penalty: 3423.727783
	Iteration 122Q: 3 clusters Score -4760400 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 35972 members 
Entering Unmasked Estep 
Score: -4760400.500000 Penalty: 3423.727783
	Iteration 123Q: 3 clusters Score -4760400 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 35973 members 
Entering Unmasked Estep 
Score: -4760405.000000 Penalty: 3423.727783
	Iteration 124Q: 3 clusters Score -4760405 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 35977 members 
Entering Unmasked Estep 
Score: -4760402.500000 Penalty: 3423.727783
	Iteration 125Q: 3 clusters Score -4760402 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 35978 members 
Entering Unmasked Estep 
Score: -4760401.500000 Penalty: 3423.727783
	Iteration 126Q: 3 clusters Score -4760402 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 35983 members 
Entering Unmasked Estep 
Score: -4760400.500000 Penalty: 3423.727783
	Iteration 127Q: 3 clusters Score -4760400 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 35985 members 
Entering Unmasked Estep 
Score: -4760398.000000 Penalty: 3423.727783
	Iteration 128Q: 3 clusters Score -4760398 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 35986 members 
Entering Unmasked Estep 
Score: -4760405.000000 Penalty: 3423.727783
	Iteration 129Q: 3 clusters Score -4760405 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 35988 members 
Entering Unmasked Estep 
Score: -4760401.500000 Penalty: 3423.727783
	Iteration 130Q: 3 clusters Score -4760402 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 35990 members 
Entering Unmasked Estep 
Score: -4760400.500000 Penalty: 3423.727783
	Iteration 131Q: 3 clusters Score -4760400 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 35989 members 
Entering Unmasked Estep 
Score: -4760400.500000 Penalty: 3423.727783
	Iteration 132Q: 3 clusters Score -4760400 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 35989 members 
Entering Unmasked Estep 
Score: -4760400.500000 Penalty: 3423.727783
	Iteration 133F: 3 clusters Score -4760400 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (4551 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Entering Unmasked Estep 
Score: -567076.687500 Penalty: 1368.754150
	Iteration 0F: 2 clusters Score -567076.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -563388.875000 Penalty: 2737.508301
	Iteration 0F: 3 clusters Score -563388.9 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -564434.187500 Penalty: 2737.508301
	Iteration 1F: 3 clusters Score -564434.2 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -564675.312500 Penalty: 2737.508301
	Iteration 2F: 3 clusters Score -564675.3 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -564895.750000 Penalty: 2737.508301
	Iteration 3F: 3 clusters Score -564895.8 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -565095.375000 Penalty: 2737.508301
	Iteration 4F: 3 clusters Score -565095.4 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -565289.437500 Penalty: 2737.508301
	Iteration 5F: 3 clusters Score -565289.4 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -565494.437500 Penalty: 2737.508301
	Iteration 6F: 3 clusters Score -565494.4 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -565680.125000 Penalty: 2737.508301
	Iteration 7Q: 3 clusters Score -565680.1 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -565875.875000 Penalty: 2737.508301
	Iteration 8Q: 3 clusters Score -565875.9 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -566038.875000 Penalty: 2737.508301
	Iteration 9Q: 3 clusters Score -566038.9 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -566161.875000 Penalty: 2737.508301
	Iteration 10Q: 3 clusters Score -566161.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -566243.000000 Penalty: 2737.508301
	Iteration 11Q: 3 clusters Score -566243 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -566311.562500 Penalty: 2737.508301
	Iteration 12Q: 3 clusters Score -566311.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -566366.812500 Penalty: 2737.508301
	Iteration 13Q: 3 clusters Score -566366.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -566410.125000 Penalty: 2737.508301
	Iteration 14Q: 3 clusters Score -566410.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -566446.125000 Penalty: 2737.508301
	Iteration 15Q: 3 clusters Score -566446.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -566476.875000 Penalty: 2737.508301
	Iteration 16Q: 3 clusters Score -566476.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -566507.375000 Penalty: 2737.508301
	Iteration 17Q: 3 clusters Score -566507.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -566535.500000 Penalty: 2737.508301
	Iteration 18Q: 3 clusters Score -566535.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -566559.562500 Penalty: 2737.508301
	Iteration 19Q: 3 clusters Score -566559.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -566582.437500 Penalty: 2737.508301
	Iteration 20F: 3 clusters Score -566582.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -566600.250000 Penalty: 2737.508301
	Iteration 21Q: 3 clusters Score -566600.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -566618.375000 Penalty: 2737.508301
	Iteration 22Q: 3 clusters Score -566618.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -566633.687500 Penalty: 2737.508301
	Iteration 23Q: 3 clusters Score -566633.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -566647.937500 Penalty: 2737.508301
	Iteration 24Q: 3 clusters Score -566647.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -566661.375000 Penalty: 2737.508301
	Iteration 25Q: 3 clusters Score -566661.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -566674.875000 Penalty: 2737.508301
	Iteration 26Q: 3 clusters Score -566674.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -566686.687500 Penalty: 2737.508301
	Iteration 27Q: 3 clusters Score -566686.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -566690.812500 Penalty: 2737.508301
	Iteration 28Q: 3 clusters Score -566690.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -566693.500000 Penalty: 2737.508301
	Iteration 29Q: 3 clusters Score -566693.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -566695.125000 Penalty: 2737.508301
	Iteration 30Q: 3 clusters Score -566695.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -566697.000000 Penalty: 2737.508301
	Iteration 31Q: 3 clusters Score -566697 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -566696.687500 Penalty: 2737.508301
	Iteration 32Q: 3 clusters Score -566696.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -566699.437500 Penalty: 2737.508301
	Iteration 33Q: 3 clusters Score -566699.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -566700.375000 Penalty: 2737.508301
	Iteration 34Q: 3 clusters Score -566700.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -566701.437500 Penalty: 2737.508301
	Iteration 35Q: 3 clusters Score -566701.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -566700.812500 Penalty: 2737.508301
	Iteration 36Q: 3 clusters Score -566700.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -566700.812500 Penalty: 2737.508301
	Iteration 37F: 3 clusters Score -566700.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (1815 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Entering Unmasked Estep 
Score: -226270.375000 Penalty: 1219.374146
	Iteration 0F: 2 clusters Score -226270.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -224282.453125 Penalty: 2438.748291
	Iteration 0F: 3 clusters Score -224282.5 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -224725.609375 Penalty: 2438.748291
	Iteration 1F: 3 clusters Score -224725.6 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -224846.156250 Penalty: 2438.748291
	Iteration 2F: 3 clusters Score -224846.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -224920.984375 Penalty: 2438.748291
	Iteration 3F: 3 clusters Score -224921 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -224975.937500 Penalty: 2438.748291
	Iteration 4Q: 3 clusters Score -224975.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -225007.328125 Penalty: 2438.748291
	Iteration 5Q: 3 clusters Score -225007.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -225034.828125 Penalty: 2438.748291
	Iteration 6Q: 3 clusters Score -225034.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -225054.250000 Penalty: 2438.748291
	Iteration 7Q: 3 clusters Score -225054.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -225072.812500 Penalty: 2438.748291
	Iteration 8Q: 3 clusters Score -225072.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -225090.375000 Penalty: 2438.748291
	Iteration 9Q: 3 clusters Score -225090.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -225108.968750 Penalty: 2438.748291
	Iteration 10Q: 3 clusters Score -225109 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -225130.484375 Penalty: 2438.748291
	Iteration 11Q: 3 clusters Score -225130.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -225154.093750 Penalty: 2438.748291
	Iteration 12Q: 3 clusters Score -225154.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -225172.468750 Penalty: 2438.748291
	Iteration 13Q: 3 clusters Score -225172.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -225188.062500 Penalty: 2438.748291
	Iteration 14Q: 3 clusters Score -225188.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -225208.609375 Penalty: 2438.748291
	Iteration 15Q: 3 clusters Score -225208.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -225237.843750 Penalty: 2438.748291
	Iteration 16Q: 3 clusters Score -225237.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -225257.687500 Penalty: 2438.748291
	Iteration 17Q: 3 clusters Score -225257.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -225271.375000 Penalty: 2438.748291
	Iteration 18Q: 3 clusters Score -225271.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -225280.562500 Penalty: 2438.748291
	Iteration 19Q: 3 clusters Score -225280.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -225289.515625 Penalty: 2438.748291
	Iteration 20F: 3 clusters Score -225289.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -225297.859375 Penalty: 2438.748291
	Iteration 21Q: 3 clusters Score -225297.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -225311.687500 Penalty: 2438.748291
	Iteration 22Q: 3 clusters Score -225311.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -225322.375000 Penalty: 2438.748291
	Iteration 23Q: 3 clusters Score -225322.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -225331.093750 Penalty: 2438.748291
	Iteration 24Q: 3 clusters Score -225331.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -225336.890625 Penalty: 2438.748291
	Iteration 25Q: 3 clusters Score -225336.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -225340.609375 Penalty: 2438.748291
	Iteration 26Q: 3 clusters Score -225340.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -225345.000000 Penalty: 2438.748291
	Iteration 27Q: 3 clusters Score -225345 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -225348.156250 Penalty: 2438.748291
	Iteration 28Q: 3 clusters Score -225348.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -225353.390625 Penalty: 2438.748291
	Iteration 29Q: 3 clusters Score -225353.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -225357.531250 Penalty: 2438.748291
	Iteration 30Q: 3 clusters Score -225357.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -225363.765625 Penalty: 2438.748291
	Iteration 31Q: 3 clusters Score -225363.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -225369.390625 Penalty: 2438.748291
	Iteration 32Q: 3 clusters Score -225369.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -225375.296875 Penalty: 2438.748291
	Iteration 33Q: 3 clusters Score -225375.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -225384.640625 Penalty: 2438.748291
	Iteration 34Q: 3 clusters Score -225384.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -225387.812500 Penalty: 2438.748291
	Iteration 35Q: 3 clusters Score -225387.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -225391.343750 Penalty: 2438.748291
	Iteration 36Q: 3 clusters Score -225391.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -225393.640625 Penalty: 2438.748291
	Iteration 37Q: 3 clusters Score -225393.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -225395.187500 Penalty: 2438.748291
	Iteration 38Q: 3 clusters Score -225395.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -225396.515625 Penalty: 2438.748291
	Iteration 39Q: 3 clusters Score -225396.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -225397.234375 Penalty: 2438.748291
	Iteration 40F: 3 clusters Score -225397.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -225399.031250 Penalty: 2438.748291
	Iteration 41Q: 3 clusters Score -225399 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -225401.515625 Penalty: 2438.748291
	Iteration 42Q: 3 clusters Score -225401.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -225403.453125 Penalty: 2438.748291
	Iteration 43Q: 3 clusters Score -225403.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -225404.687500 Penalty: 2438.748291
	Iteration 44Q: 3 clusters Score -225404.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -225406.875000 Penalty: 2438.748291
	Iteration 45Q: 3 clusters Score -225406.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -225409.015625 Penalty: 2438.748291
	Iteration 46Q: 3 clusters Score -225409 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -225411.281250 Penalty: 2438.748291
	Iteration 47Q: 3 clusters Score -225411.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -225412.796875 Penalty: 2438.748291
	Iteration 48Q: 3 clusters Score -225412.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -225413.359375 Penalty: 2438.748291
	Iteration 49Q: 3 clusters Score -225413.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -225413.484375 Penalty: 2438.748291
	Iteration 50Q: 3 clusters Score -225413.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -225413.953125 Penalty: 2438.748291
	Iteration 51Q: 3 clusters Score -225414 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -225413.953125 Penalty: 2438.748291
	Iteration 52F: 3 clusters Score -225414 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (3335 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Entering Unmasked Estep 
Score: -393916.375000 Penalty: 1318.237061
	Iteration 0F: 2 clusters Score -393916.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -391009.000000 Penalty: 2636.474121
	Iteration 0F: 3 clusters Score -391009 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -391774.125000 Penalty: 2636.474121
	Iteration 1F: 3 clusters Score -391774.1 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -392053.062500 Penalty: 2636.474121
	Iteration 2F: 3 clusters Score -392053.1 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -392368.906250 Penalty: 2636.474121
	Iteration 3F: 3 clusters Score -392368.9 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -392780.000000 Penalty: 2636.474121
	Iteration 4F: 3 clusters Score -392780 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -393250.437500 Penalty: 2636.474121
	Iteration 5F: 3 clusters Score -393250.4 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -393709.343750 Penalty: 2636.474121
	Iteration 6F: 3 clusters Score -393709.3 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -393942.250000 Penalty: 2636.474121
	Iteration 7Q: 3 clusters Score -393942.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -394025.343750 Penalty: 2636.474121
	Iteration 8Q: 3 clusters Score -394025.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -394053.406250 Penalty: 2636.474121
	Iteration 9Q: 3 clusters Score -394053.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -394068.875000 Penalty: 2636.474121
	Iteration 10Q: 3 clusters Score -394068.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -394073.031250 Penalty: 2636.474121
	Iteration 11Q: 3 clusters Score -394073 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -394075.968750 Penalty: 2636.474121
	Iteration 12Q: 3 clusters Score -394076 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -394076.375000 Penalty: 2636.474121
	Iteration 13Q: 3 clusters Score -394076.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -394076.718750 Penalty: 2636.474121
	Iteration 14Q: 3 clusters Score -394076.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -394076.718750 Penalty: 2636.474121
	Iteration 15F: 3 clusters Score -394076.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 13549 members 
Mstep: Class 2 contains 27246 members 
Mstep: Class 3 contains 50977 members 
Mstep: Class 4 contains 8012 members 
Mstep: Class 5 contains 4317 members 
Mstep: Class 6 contains 3994 members 
Mstep: Class 7 contains 74564 members 
Mstep: Class 8 contains 21027 members 
Mstep: Class 9 contains 21421 members 
Mstep: Class 10 contains 33508 members 
Mstep: Class 11 contains 42964 members 
Mstep: Class 12 contains 12381 members 
Mstep: Class 13 contains 17283 members 
Mstep: Class 14 contains 17909 members 
Mstep: Class 15 contains 466 members 
Mstep: Class 16 contains 8563 members 
Mstep: Class 17 contains 6309 members 
Mstep: Class 18 contains 2837 members 
Mstep: Class 19 contains 3255 members 
Mstep: Class 20 contains 32214 members 
Mstep: Class 21 contains 36490 members 
Mstep: Class 22 contains 25833 members 
Mstep: Class 23 contains 4691 members 
Mstep: Class 24 contains 33624 members 
Mstep: Class 25 contains 2464 members 
Mstep: Class 26 contains 9772 members 
Mstep: Class 27 contains 4500 members 
Mstep: Class 28 contains 37592 members 
Mstep: Class 29 contains 4551 members 
Mstep: Class 30 contains 1815 members 
Mstep: Class 31 contains 2030 members 
Mstep: Class 32 contains 985 members 
Mstep: Class 33 contains 15800 members 
Mstep: Class 34 contains 2876 members 
Mstep: Class 35 contains 148246 members 
Mstep: Class 36 contains 11365 members 
Mstep: Class 37 contains 1744 members 
Mstep: Class 38 contains 22625 members 
Mstep: Class 39 contains 2377 members 
Mstep: Class 40 contains 1305 members 
Mstep: Class 41 contains 11947 members 
Mstep: Class 42 contains 17615 members 
Mstep: Class 43 contains 12734 members 
Mstep: Class 44 contains 685 members 
Mstep: Class 45 contains 2166 members 
Mstep: Class 46 contains 1946 members 
Entering Unmasked Estep 
Score: -100301144.000000 Penalty: 101793.265625
Splitting cluster 31 changes total score from -100301792.000000 to -100301144.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 32 (985 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Entering Unmasked Estep 
Score: -117086.015625 Penalty: 1120.054199
	Iteration 0F: 2 clusters Score -117086 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 496 members 
Entering Unmasked Estep 
Score: -115762.054688 Penalty: 2240.108398
	Iteration 0F: 3 clusters Score -115762.1 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -116073.046875 Penalty: 2240.108398
	Iteration 1F: 3 clusters Score -116073 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -116153.820312 Penalty: 2240.108398
	Iteration 2F: 3 clusters Score -116153.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -116221.867188 Penalty: 2240.108398
	Iteration 3Q: 3 clusters Score -116221.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -116322.929688 Penalty: 2240.108398
	Iteration 4Q: 3 clusters Score -116322.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -116429.359375 Penalty: 2240.108398
	Iteration 5Q: 3 clusters Score -116429.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -116520.140625 Penalty: 2240.108398
	Iteration 6Q: 3 clusters Score -116520.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -116595.398438 Penalty: 2240.108398
	Iteration 7Q: 3 clusters Score -116595.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -116656.320312 Penalty: 2240.108398
	Iteration 8Q: 3 clusters Score -116656.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -116692.765625 Penalty: 2240.108398
	Iteration 9Q: 3 clusters Score -116692.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -116710.054688 Penalty: 2240.108398
	Iteration 10Q: 3 clusters Score -116710.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -116725.664062 Penalty: 2240.108398
	Iteration 11Q: 3 clusters Score -116725.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -116734.875000 Penalty: 2240.108398
	Iteration 12Q: 3 clusters Score -116734.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -116738.015625 Penalty: 2240.108398
	Iteration 13Q: 3 clusters Score -116738 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -116740.460938 Penalty: 2240.108398
	Iteration 14Q: 3 clusters Score -116740.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -116741.015625 Penalty: 2240.108398
	Iteration 15Q: 3 clusters Score -116741 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -116741.015625 Penalty: 2240.108398
	Iteration 16F: 3 clusters Score -116741 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (15800 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15800 members 
Entering Unmasked Estep 
Score: -1947852.875000 Penalty: 1571.011963
	Iteration 0F: 2 clusters Score -1947853 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7834 members 
Mstep: Class 2 contains 7966 members 
Entering Unmasked Estep 
Score: -1936977.375000 Penalty: 3142.023926
	Iteration 0F: 3 clusters Score -1936977 nChanged 7089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7331 members 
Mstep: Class 2 contains 8469 members 
Entering Unmasked Estep 
Score: -1940900.500000 Penalty: 3142.023926
	Iteration 1F: 3 clusters Score -1940900 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7026 members 
Mstep: Class 2 contains 8774 members 
Entering Unmasked Estep 
Score: -1941399.125000 Penalty: 3142.023926
	Iteration 2F: 3 clusters Score -1941399 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6631 members 
Mstep: Class 2 contains 9169 members 
Entering Unmasked Estep 
Score: -1941877.625000 Penalty: 3142.023926
	Iteration 3F: 3 clusters Score -1941878 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6163 members 
Mstep: Class 2 contains 9637 members 
Entering Unmasked Estep 
Score: -1942383.750000 Penalty: 3142.023926
	Iteration 4F: 3 clusters Score -1942384 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5649 members 
Mstep: Class 2 contains 10151 members 
Entering Unmasked Estep 
Score: -1942857.000000 Penalty: 3142.023926
	Iteration 5F: 3 clusters Score -1942857 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 10721 members 
Entering Unmasked Estep 
Score: -1943349.500000 Penalty: 3142.023926
	Iteration 6F: 3 clusters Score -1943350 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 11294 members 
Entering Unmasked Estep 
Score: -1943848.750000 Penalty: 3142.023926
	Iteration 7Q: 3 clusters Score -1943849 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 11854 members 
Entering Unmasked Estep 
Score: -1944336.250000 Penalty: 3142.023926
	Iteration 8Q: 3 clusters Score -1944336 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 12392 members 
Entering Unmasked Estep 
Score: -1944807.875000 Penalty: 3142.023926
	Iteration 9Q: 3 clusters Score -1944808 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 12877 members 
Entering Unmasked Estep 
Score: -1945187.000000 Penalty: 3142.023926
	Iteration 10Q: 3 clusters Score -1945187 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 13271 members 
Entering Unmasked Estep 
Score: -1945487.250000 Penalty: 3142.023926
	Iteration 11Q: 3 clusters Score -1945487 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 13593 members 
Entering Unmasked Estep 
Score: -1945730.500000 Penalty: 3142.023926
	Iteration 12Q: 3 clusters Score -1945730 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 13885 members 
Entering Unmasked Estep 
Score: -1945951.250000 Penalty: 3142.023926
	Iteration 13Q: 3 clusters Score -1945951 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 14141 members 
Entering Unmasked Estep 
Score: -1946133.500000 Penalty: 3142.023926
	Iteration 14Q: 3 clusters Score -1946134 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 14337 members 
Entering Unmasked Estep 
Score: -1946249.250000 Penalty: 3142.023926
	Iteration 15Q: 3 clusters Score -1946249 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 14508 members 
Entering Unmasked Estep 
Score: -1946353.625000 Penalty: 3142.023926
	Iteration 16Q: 3 clusters Score -1946354 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 14639 members 
Entering Unmasked Estep 
Score: -1946422.875000 Penalty: 3142.023926
	Iteration 17Q: 3 clusters Score -1946423 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 14754 members 
Entering Unmasked Estep 
Score: -1946489.375000 Penalty: 3142.023926
	Iteration 18Q: 3 clusters Score -1946489 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 14837 members 
Entering Unmasked Estep 
Score: -1946537.750000 Penalty: 3142.023926
	Iteration 19Q: 3 clusters Score -1946538 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 14895 members 
Entering Unmasked Estep 
Score: -1946567.250000 Penalty: 3142.023926
	Iteration 20F: 3 clusters Score -1946567 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 14956 members 
Entering Unmasked Estep 
Score: -1946602.125000 Penalty: 3142.023926
	Iteration 21Q: 3 clusters Score -1946602 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 15006 members 
Entering Unmasked Estep 
Score: -1946626.500000 Penalty: 3142.023926
	Iteration 22Q: 3 clusters Score -1946626 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 15036 members 
Entering Unmasked Estep 
Score: -1946637.250000 Penalty: 3142.023926
	Iteration 23Q: 3 clusters Score -1946637 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 15062 members 
Entering Unmasked Estep 
Score: -1946653.500000 Penalty: 3142.023926
	Iteration 24Q: 3 clusters Score -1946654 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 15088 members 
Entering Unmasked Estep 
Score: -1946668.625000 Penalty: 3142.023926
	Iteration 25Q: 3 clusters Score -1946669 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 15109 members 
Entering Unmasked Estep 
Score: -1946682.625000 Penalty: 3142.023926
	Iteration 26Q: 3 clusters Score -1946683 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 15129 members 
Entering Unmasked Estep 
Score: -1946692.875000 Penalty: 3142.023926
	Iteration 27Q: 3 clusters Score -1946693 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 15143 members 
Entering Unmasked Estep 
Score: -1946696.875000 Penalty: 3142.023926
	Iteration 28Q: 3 clusters Score -1946697 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 15153 members 
Entering Unmasked Estep 
Score: -1946704.500000 Penalty: 3142.023926
	Iteration 29Q: 3 clusters Score -1946704 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 15163 members 
Entering Unmasked Estep 
Score: -1946711.750000 Penalty: 3142.023926
	Iteration 30Q: 3 clusters Score -1946712 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 15167 members 
Entering Unmasked Estep 
Score: -1946711.875000 Penalty: 3142.023926
	Iteration 31Q: 3 clusters Score -1946712 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 15171 members 
Entering Unmasked Estep 
Score: -1946712.875000 Penalty: 3142.023926
	Iteration 32Q: 3 clusters Score -1946713 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 15174 members 
Entering Unmasked Estep 
Score: -1946713.250000 Penalty: 3142.023926
	Iteration 33Q: 3 clusters Score -1946713 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 15175 members 
Entering Unmasked Estep 
Score: -1946714.000000 Penalty: 3142.023926
	Iteration 34Q: 3 clusters Score -1946714 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 15176 members 
Entering Unmasked Estep 
Score: -1946715.625000 Penalty: 3142.023926
	Iteration 35Q: 3 clusters Score -1946716 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 15178 members 
Entering Unmasked Estep 
Score: -1946715.875000 Penalty: 3142.023926
	Iteration 36Q: 3 clusters Score -1946716 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 15180 members 
Entering Unmasked Estep 
Score: -1946716.375000 Penalty: 3142.023926
	Iteration 37Q: 3 clusters Score -1946716 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 15181 members 
Entering Unmasked Estep 
Score: -1946716.500000 Penalty: 3142.023926
	Iteration 38Q: 3 clusters Score -1946716 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 15181 members 
Entering Unmasked Estep 
Score: -1946716.500000 Penalty: 3142.023926
	Iteration 39F: 3 clusters Score -1946716 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (2876 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Entering Unmasked Estep 
Score: -354757.156250 Penalty: 1294.175293
	Iteration 0F: 2 clusters Score -354757.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -352115.250000 Penalty: 2588.350586
	Iteration 0F: 3 clusters Score -352115.2 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -352732.812500 Penalty: 2588.350586
	Iteration 1F: 3 clusters Score -352732.8 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -352896.718750 Penalty: 2588.350586
	Iteration 2F: 3 clusters Score -352896.7 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -353061.031250 Penalty: 2588.350586
	Iteration 3F: 3 clusters Score -353061 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -353207.375000 Penalty: 2588.350586
	Iteration 4F: 3 clusters Score -353207.4 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -353333.625000 Penalty: 2588.350586
	Iteration 5F: 3 clusters Score -353333.6 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -353524.312500 Penalty: 2588.350586
	Iteration 6F: 3 clusters Score -353524.3 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -353755.218750 Penalty: 2588.350586
	Iteration 7F: 3 clusters Score -353755.2 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -353955.500000 Penalty: 2588.350586
	Iteration 8F: 3 clusters Score -353955.5 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -354058.812500 Penalty: 2588.350586
	Iteration 9Q: 3 clusters Score -354058.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -354146.468750 Penalty: 2588.350586
	Iteration 10Q: 3 clusters Score -354146.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -354206.218750 Penalty: 2588.350586
	Iteration 11Q: 3 clusters Score -354206.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -354247.437500 Penalty: 2588.350586
	Iteration 12Q: 3 clusters Score -354247.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -354274.437500 Penalty: 2588.350586
	Iteration 13Q: 3 clusters Score -354274.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -354297.937500 Penalty: 2588.350586
	Iteration 14Q: 3 clusters Score -354297.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -354329.875000 Penalty: 2588.350586
	Iteration 15Q: 3 clusters Score -354329.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -354356.687500 Penalty: 2588.350586
	Iteration 16Q: 3 clusters Score -354356.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -354372.687500 Penalty: 2588.350586
	Iteration 17Q: 3 clusters Score -354372.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -354391.750000 Penalty: 2588.350586
	Iteration 18Q: 3 clusters Score -354391.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -354415.843750 Penalty: 2588.350586
	Iteration 19Q: 3 clusters Score -354415.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -354440.687500 Penalty: 2588.350586
	Iteration 20F: 3 clusters Score -354440.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -354458.375000 Penalty: 2588.350586
	Iteration 21Q: 3 clusters Score -354458.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -354472.500000 Penalty: 2588.350586
	Iteration 22Q: 3 clusters Score -354472.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -354484.031250 Penalty: 2588.350586
	Iteration 23Q: 3 clusters Score -354484 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -354487.937500 Penalty: 2588.350586
	Iteration 24Q: 3 clusters Score -354487.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -354488.968750 Penalty: 2588.350586
	Iteration 25Q: 3 clusters Score -354489 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -354490.062500 Penalty: 2588.350586
	Iteration 26Q: 3 clusters Score -354490.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -354491.093750 Penalty: 2588.350586
	Iteration 27Q: 3 clusters Score -354491.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -354493.281250 Penalty: 2588.350586
	Iteration 28Q: 3 clusters Score -354493.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -354495.750000 Penalty: 2588.350586
	Iteration 29Q: 3 clusters Score -354495.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -354498.156250 Penalty: 2588.350586
	Iteration 30Q: 3 clusters Score -354498.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -354502.531250 Penalty: 2588.350586
	Iteration 31Q: 3 clusters Score -354502.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -354507.531250 Penalty: 2588.350586
	Iteration 32Q: 3 clusters Score -354507.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -354509.906250 Penalty: 2588.350586
	Iteration 33Q: 3 clusters Score -354509.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -354511.593750 Penalty: 2588.350586
	Iteration 34Q: 3 clusters Score -354511.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -354513.562500 Penalty: 2588.350586
	Iteration 35Q: 3 clusters Score -354513.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -354513.562500 Penalty: 2588.350586
	Iteration 36F: 3 clusters Score -354513.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (148246 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148246 members 
Entering Unmasked Estep 
Score: -19052570.000000 Penalty: 1934.827148
	Iteration 0F: 2 clusters Score -1.905257e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74147 members 
Mstep: Class 2 contains 74099 members 
Entering Unmasked Estep 
Score: -18972190.000000 Penalty: 3869.654297
	Iteration 0F: 3 clusters Score -1.897219e+07 nChanged 71370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76397 members 
Mstep: Class 2 contains 71849 members 
Entering Unmasked Estep 
Score: -19014166.000000 Penalty: 3869.654297
	Iteration 1F: 3 clusters Score -1.901417e+07 nChanged 5644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78265 members 
Mstep: Class 2 contains 69981 members 
Entering Unmasked Estep 
Score: -19015796.000000 Penalty: 3869.654297
	Iteration 2Q: 3 clusters Score -1.90158e+07 nChanged 6693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81158 members 
Mstep: Class 2 contains 67088 members 
Entering Unmasked Estep 
Score: -19018060.000000 Penalty: 3869.654297
	Iteration 3Q: 3 clusters Score -1.901806e+07 nChanged 7831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85177 members 
Mstep: Class 2 contains 63069 members 
Entering Unmasked Estep 
Score: -19021080.000000 Penalty: 3869.654297
	Iteration 4F: 3 clusters Score -1.902108e+07 nChanged 8767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90162 members 
Mstep: Class 2 contains 58084 members 
Entering Unmasked Estep 
Score: -19024488.000000 Penalty: 3869.654297
	Iteration 5F: 3 clusters Score -1.902449e+07 nChanged 9096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95732 members 
Mstep: Class 2 contains 52514 members 
Entering Unmasked Estep 
Score: -19027998.000000 Penalty: 3869.654297
	Iteration 6F: 3 clusters Score -1.9028e+07 nChanged 8740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101554 members 
Mstep: Class 2 contains 46692 members 
Entering Unmasked Estep 
Score: -19031074.000000 Penalty: 3869.654297
	Iteration 7F: 3 clusters Score -1.903107e+07 nChanged 7659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107165 members 
Mstep: Class 2 contains 41081 members 
Entering Unmasked Estep 
Score: -19033896.000000 Penalty: 3869.654297
	Iteration 8F: 3 clusters Score -1.90339e+07 nChanged 6749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112398 members 
Mstep: Class 2 contains 35848 members 
Entering Unmasked Estep 
Score: -19037084.000000 Penalty: 3869.654297
	Iteration 9Q: 3 clusters Score -1.903708e+07 nChanged 5964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117106 members 
Mstep: Class 2 contains 31140 members 
Entering Unmasked Estep 
Score: -19040178.000000 Penalty: 3869.654297
	Iteration 10Q: 3 clusters Score -1.904018e+07 nChanged 5290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120960 members 
Mstep: Class 2 contains 27286 members 
Entering Unmasked Estep 
Score: -19043476.000000 Penalty: 3869.654297
	Iteration 11Q: 3 clusters Score -1.904348e+07 nChanged 4624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123988 members 
Mstep: Class 2 contains 24258 members 
Entering Unmasked Estep 
Score: -19046384.000000 Penalty: 3869.654297
	Iteration 12Q: 3 clusters Score -1.904638e+07 nChanged 3881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126205 members 
Mstep: Class 2 contains 22041 members 
Entering Unmasked Estep 
Score: -19048426.000000 Penalty: 3869.654297
	Iteration 13Q: 3 clusters Score -1.904843e+07 nChanged 2842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127909 members 
Mstep: Class 2 contains 20337 members 
Entering Unmasked Estep 
Score: -19049368.000000 Penalty: 3869.654297
	Iteration 14Q: 3 clusters Score -1.904937e+07 nChanged 2189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129544 members 
Mstep: Class 2 contains 18702 members 
Entering Unmasked Estep 
Score: -19049804.000000 Penalty: 3869.654297
	Iteration 15Q: 3 clusters Score -1.90498e+07 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130980 members 
Mstep: Class 2 contains 17266 members 
Entering Unmasked Estep 
Score: -19050050.000000 Penalty: 3869.654297
	Iteration 16Q: 3 clusters Score -1.905005e+07 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132342 members 
Mstep: Class 2 contains 15904 members 
Entering Unmasked Estep 
Score: -19050212.000000 Penalty: 3869.654297
	Iteration 17Q: 3 clusters Score -1.905021e+07 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133635 members 
Mstep: Class 2 contains 14611 members 
Entering Unmasked Estep 
Score: -19050336.000000 Penalty: 3869.654297
	Iteration 18Q: 3 clusters Score -1.905034e+07 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134834 members 
Mstep: Class 2 contains 13412 members 
Entering Unmasked Estep 
Score: -19050348.000000 Penalty: 3869.654297
	Iteration 19Q: 3 clusters Score -1.905035e+07 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136005 members 
Mstep: Class 2 contains 12241 members 
Entering Unmasked Estep 
Score: -19050378.000000 Penalty: 3869.654297
	Iteration 20F: 3 clusters Score -1.905038e+07 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137130 members 
Mstep: Class 2 contains 11116 members 
Entering Unmasked Estep 
Score: -19050360.000000 Penalty: 3869.654297
	Iteration 21Q: 3 clusters Score -1.905036e+07 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138172 members 
Mstep: Class 2 contains 10074 members 
Entering Unmasked Estep 
Score: -19050468.000000 Penalty: 3869.654297
	Iteration 22Q: 3 clusters Score -1.905047e+07 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139134 members 
Mstep: Class 2 contains 9112 members 
Entering Unmasked Estep 
Score: -19050598.000000 Penalty: 3869.654297
	Iteration 23Q: 3 clusters Score -1.90506e+07 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139990 members 
Mstep: Class 2 contains 8256 members 
Entering Unmasked Estep 
Score: -19050634.000000 Penalty: 3869.654297
	Iteration 24Q: 3 clusters Score -1.905063e+07 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140841 members 
Mstep: Class 2 contains 7405 members 
Entering Unmasked Estep 
Score: -19050724.000000 Penalty: 3869.654297
	Iteration 25Q: 3 clusters Score -1.905072e+07 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141640 members 
Mstep: Class 2 contains 6606 members 
Entering Unmasked Estep 
Score: -19050786.000000 Penalty: 3869.654297
	Iteration 26Q: 3 clusters Score -1.905079e+07 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142373 members 
Mstep: Class 2 contains 5873 members 
Entering Unmasked Estep 
Score: -19050782.000000 Penalty: 3869.654297
	Iteration 27Q: 3 clusters Score -1.905078e+07 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143031 members 
Mstep: Class 2 contains 5215 members 
Entering Unmasked Estep 
Score: -19050808.000000 Penalty: 3869.654297
	Iteration 28Q: 3 clusters Score -1.905081e+07 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143603 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -19050770.000000 Penalty: 3869.654297
	Iteration 29Q: 3 clusters Score -1.905077e+07 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144126 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -19050774.000000 Penalty: 3869.654297
	Iteration 30Q: 3 clusters Score -1.905077e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144564 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -19050826.000000 Penalty: 3869.654297
	Iteration 31Q: 3 clusters Score -1.905083e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144943 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -19050804.000000 Penalty: 3869.654297
	Iteration 32Q: 3 clusters Score -1.90508e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145271 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -19050824.000000 Penalty: 3869.654297
	Iteration 33Q: 3 clusters Score -1.905082e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145578 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -19050852.000000 Penalty: 3869.654297
	Iteration 34Q: 3 clusters Score -1.905085e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145848 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -19050844.000000 Penalty: 3869.654297
	Iteration 35Q: 3 clusters Score -1.905084e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146071 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -19050858.000000 Penalty: 3869.654297
	Iteration 36Q: 3 clusters Score -1.905086e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146256 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -19050886.000000 Penalty: 3869.654297
	Iteration 37Q: 3 clusters Score -1.905089e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146430 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -19050964.000000 Penalty: 3869.654297
	Iteration 38Q: 3 clusters Score -1.905096e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146586 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -19050998.000000 Penalty: 3869.654297
	Iteration 39Q: 3 clusters Score -1.9051e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146717 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -19051000.000000 Penalty: 3869.654297
	Iteration 40F: 3 clusters Score -1.9051e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146835 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -19051008.000000 Penalty: 3869.654297
	Iteration 41Q: 3 clusters Score -1.905101e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146934 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -19051018.000000 Penalty: 3869.654297
	Iteration 42Q: 3 clusters Score -1.905102e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147017 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -19051066.000000 Penalty: 3869.654297
	Iteration 43Q: 3 clusters Score -1.905107e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147089 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -19051028.000000 Penalty: 3869.654297
	Iteration 44Q: 3 clusters Score -1.905103e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147162 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -19051042.000000 Penalty: 3869.654297
	Iteration 45Q: 3 clusters Score -1.905104e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147212 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -19051048.000000 Penalty: 3869.654297
	Iteration 46Q: 3 clusters Score -1.905105e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147257 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -19051068.000000 Penalty: 3869.654297
	Iteration 47Q: 3 clusters Score -1.905107e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147305 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -19051088.000000 Penalty: 3869.654297
	Iteration 48Q: 3 clusters Score -1.905109e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147351 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -19051112.000000 Penalty: 3869.654297
	Iteration 49Q: 3 clusters Score -1.905111e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147382 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -19051116.000000 Penalty: 3869.654297
	Iteration 50Q: 3 clusters Score -1.905112e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147406 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -19051120.000000 Penalty: 3869.654297
	Iteration 51Q: 3 clusters Score -1.905112e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147427 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -19051132.000000 Penalty: 3869.654297
	Iteration 52Q: 3 clusters Score -1.905113e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147454 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -19051128.000000 Penalty: 3869.654297
	Iteration 53Q: 3 clusters Score -1.905113e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147472 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -19051140.000000 Penalty: 3869.654297
	Iteration 54Q: 3 clusters Score -1.905114e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147490 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -19051132.000000 Penalty: 3869.654297
	Iteration 55Q: 3 clusters Score -1.905113e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147505 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -19051108.000000 Penalty: 3869.654297
	Iteration 56Q: 3 clusters Score -1.905111e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147514 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -19051112.000000 Penalty: 3869.654297
	Iteration 57Q: 3 clusters Score -1.905111e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147519 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -19051108.000000 Penalty: 3869.654297
	Iteration 58Q: 3 clusters Score -1.905111e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147526 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -19051110.000000 Penalty: 3869.654297
	Iteration 59Q: 3 clusters Score -1.905111e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147532 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -19051108.000000 Penalty: 3869.654297
	Iteration 60F: 3 clusters Score -1.905111e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147539 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -19051132.000000 Penalty: 3869.654297
	Iteration 61Q: 3 clusters Score -1.905113e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147547 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -19051120.000000 Penalty: 3869.654297
	Iteration 62Q: 3 clusters Score -1.905112e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147554 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -19051110.000000 Penalty: 3869.654297
	Iteration 63Q: 3 clusters Score -1.905111e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147558 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -19051112.000000 Penalty: 3869.654297
	Iteration 64Q: 3 clusters Score -1.905111e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147562 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -19051106.000000 Penalty: 3869.654297
	Iteration 65Q: 3 clusters Score -1.905111e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147568 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -19051114.000000 Penalty: 3869.654297
	Iteration 66Q: 3 clusters Score -1.905111e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147572 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -19051108.000000 Penalty: 3869.654297
	Iteration 67Q: 3 clusters Score -1.905111e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147574 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -19051110.000000 Penalty: 3869.654297
	Iteration 68Q: 3 clusters Score -1.905111e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147578 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -19051108.000000 Penalty: 3869.654297
	Iteration 69Q: 3 clusters Score -1.905111e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147580 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -19051102.000000 Penalty: 3869.654297
	Iteration 70Q: 3 clusters Score -1.90511e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147581 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -19051098.000000 Penalty: 3869.654297
	Iteration 71Q: 3 clusters Score -1.90511e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147582 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -19051102.000000 Penalty: 3869.654297
	Iteration 72Q: 3 clusters Score -1.90511e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147582 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -19051102.000000 Penalty: 3869.654297
	Iteration 73F: 3 clusters Score -1.90511e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (11365 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11365 members 
Entering Unmasked Estep 
Score: -1294593.875000 Penalty: 1517.472778
	Iteration 0F: 2 clusters Score -1294594 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5693 members 
Mstep: Class 2 contains 5672 members 
Entering Unmasked Estep 
Score: -1286544.375000 Penalty: 3034.945557
	Iteration 0F: 3 clusters Score -1286544 nChanged 5005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 5713 members 
Entering Unmasked Estep 
Score: -1289495.125000 Penalty: 3034.945557
	Iteration 1F: 3 clusters Score -1289495 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5613 members 
Mstep: Class 2 contains 5752 members 
Entering Unmasked Estep 
Score: -1289866.500000 Penalty: 3034.945557
	Iteration 2F: 3 clusters Score -1289866 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5604 members 
Mstep: Class 2 contains 5761 members 
Entering Unmasked Estep 
Score: -1290187.625000 Penalty: 3034.945557
	Iteration 3F: 3 clusters Score -1290188 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5648 members 
Mstep: Class 2 contains 5717 members 
Entering Unmasked Estep 
Score: -1290505.750000 Penalty: 3034.945557
	Iteration 4F: 3 clusters Score -1290506 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5711 members 
Mstep: Class 2 contains 5654 members 
Entering Unmasked Estep 
Score: -1290776.000000 Penalty: 3034.945557
	Iteration 5Q: 3 clusters Score -1290776 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5815 members 
Mstep: Class 2 contains 5550 members 
Entering Unmasked Estep 
Score: -1291046.625000 Penalty: 3034.945557
	Iteration 6Q: 3 clusters Score -1291047 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5924 members 
Mstep: Class 2 contains 5441 members 
Entering Unmasked Estep 
Score: -1291309.625000 Penalty: 3034.945557
	Iteration 7Q: 3 clusters Score -1291310 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6018 members 
Mstep: Class 2 contains 5347 members 
Entering Unmasked Estep 
Score: -1291588.375000 Penalty: 3034.945557
	Iteration 8Q: 3 clusters Score -1291588 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6142 members 
Mstep: Class 2 contains 5223 members 
Entering Unmasked Estep 
Score: -1291835.750000 Penalty: 3034.945557
	Iteration 9Q: 3 clusters Score -1291836 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6282 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -1292075.625000 Penalty: 3034.945557
	Iteration 10Q: 3 clusters Score -1292076 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6381 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -1292296.750000 Penalty: 3034.945557
	Iteration 11Q: 3 clusters Score -1292297 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6494 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -1292493.250000 Penalty: 3034.945557
	Iteration 12Q: 3 clusters Score -1292493 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6586 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -1292622.625000 Penalty: 3034.945557
	Iteration 13Q: 3 clusters Score -1292623 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6660 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -1292728.250000 Penalty: 3034.945557
	Iteration 14Q: 3 clusters Score -1292728 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6739 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -1292825.125000 Penalty: 3034.945557
	Iteration 15Q: 3 clusters Score -1292825 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6813 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -1292897.875000 Penalty: 3034.945557
	Iteration 16Q: 3 clusters Score -1292898 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6871 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -1292961.750000 Penalty: 3034.945557
	Iteration 17Q: 3 clusters Score -1292962 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6930 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -1293027.625000 Penalty: 3034.945557
	Iteration 18Q: 3 clusters Score -1293028 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7002 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -1293096.125000 Penalty: 3034.945557
	Iteration 19Q: 3 clusters Score -1293096 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7086 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -1293168.750000 Penalty: 3034.945557
	Iteration 20F: 3 clusters Score -1293169 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7183 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -1293236.375000 Penalty: 3034.945557
	Iteration 21Q: 3 clusters Score -1293236 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7285 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -1293308.875000 Penalty: 3034.945557
	Iteration 22Q: 3 clusters Score -1293309 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7390 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -1293367.500000 Penalty: 3034.945557
	Iteration 23Q: 3 clusters Score -1293368 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7478 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -1293434.125000 Penalty: 3034.945557
	Iteration 24Q: 3 clusters Score -1293434 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7581 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -1293524.250000 Penalty: 3034.945557
	Iteration 25Q: 3 clusters Score -1293524 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7673 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -1293595.375000 Penalty: 3034.945557
	Iteration 26Q: 3 clusters Score -1293595 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7745 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -1293650.375000 Penalty: 3034.945557
	Iteration 27Q: 3 clusters Score -1293650 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7812 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -1293695.875000 Penalty: 3034.945557
	Iteration 28Q: 3 clusters Score -1293696 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7889 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -1293737.500000 Penalty: 3034.945557
	Iteration 29Q: 3 clusters Score -1293738 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -1293757.625000 Penalty: 3034.945557
	Iteration 30Q: 3 clusters Score -1293758 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7994 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -1293774.750000 Penalty: 3034.945557
	Iteration 31Q: 3 clusters Score -1293775 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8031 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -1293788.125000 Penalty: 3034.945557
	Iteration 32Q: 3 clusters Score -1293788 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8063 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -1293796.625000 Penalty: 3034.945557
	Iteration 33Q: 3 clusters Score -1293797 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8099 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -1293801.250000 Penalty: 3034.945557
	Iteration 34Q: 3 clusters Score -1293801 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8120 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -1293806.000000 Penalty: 3034.945557
	Iteration 35Q: 3 clusters Score -1293806 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8140 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -1293814.500000 Penalty: 3034.945557
	Iteration 36Q: 3 clusters Score -1293814 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8167 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -1293819.250000 Penalty: 3034.945557
	Iteration 37Q: 3 clusters Score -1293819 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8196 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -1293826.875000 Penalty: 3034.945557
	Iteration 38Q: 3 clusters Score -1293827 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8221 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -1293833.125000 Penalty: 3034.945557
	Iteration 39Q: 3 clusters Score -1293833 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8239 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -1293837.125000 Penalty: 3034.945557
	Iteration 40F: 3 clusters Score -1293837 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8255 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -1293836.750000 Penalty: 3034.945557
	Iteration 41Q: 3 clusters Score -1293837 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8271 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -1293836.125000 Penalty: 3034.945557
	Iteration 42Q: 3 clusters Score -1293836 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8287 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -1293843.000000 Penalty: 3034.945557
	Iteration 43Q: 3 clusters Score -1293843 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8303 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -1293847.625000 Penalty: 3034.945557
	Iteration 44Q: 3 clusters Score -1293848 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8314 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -1293847.625000 Penalty: 3034.945557
	Iteration 45Q: 3 clusters Score -1293848 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8324 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -1293845.875000 Penalty: 3034.945557
	Iteration 46Q: 3 clusters Score -1293846 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8332 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -1293847.375000 Penalty: 3034.945557
	Iteration 47Q: 3 clusters Score -1293847 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8336 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -1293849.000000 Penalty: 3034.945557
	Iteration 48Q: 3 clusters Score -1293849 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8336 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -1293848.250000 Penalty: 3034.945557
	Iteration 49Q: 3 clusters Score -1293848 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8337 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -1293850.875000 Penalty: 3034.945557
	Iteration 50Q: 3 clusters Score -1293851 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8338 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -1293851.125000 Penalty: 3034.945557
	Iteration 51Q: 3 clusters Score -1293851 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8341 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -1293850.875000 Penalty: 3034.945557
	Iteration 52Q: 3 clusters Score -1293851 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8342 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -1293852.000000 Penalty: 3034.945557
	Iteration 53Q: 3 clusters Score -1293852 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8343 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -1293851.000000 Penalty: 3034.945557
	Iteration 54Q: 3 clusters Score -1293851 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8345 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -1293850.875000 Penalty: 3034.945557
	Iteration 55Q: 3 clusters Score -1293851 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8348 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -1293853.250000 Penalty: 3034.945557
	Iteration 56Q: 3 clusters Score -1293853 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8349 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -1293854.500000 Penalty: 3034.945557
	Iteration 57Q: 3 clusters Score -1293854 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8349 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -1293854.500000 Penalty: 3034.945557
	Iteration 58F: 3 clusters Score -1293854 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (1744 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Entering Unmasked Estep 
Score: -209631.171875 Penalty: 1212.889771
	Iteration 0F: 2 clusters Score -209631.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -207740.687500 Penalty: 2425.779541
	Iteration 0F: 3 clusters Score -207740.7 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -208264.375000 Penalty: 2425.779541
	Iteration 1F: 3 clusters Score -208264.4 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -208498.765625 Penalty: 2425.779541
	Iteration 2F: 3 clusters Score -208498.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -208693.953125 Penalty: 2425.779541
	Iteration 3F: 3 clusters Score -208694 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -208793.640625 Penalty: 2425.779541
	Iteration 4F: 3 clusters Score -208793.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -208881.828125 Penalty: 2425.779541
	Iteration 5F: 3 clusters Score -208881.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -208947.171875 Penalty: 2425.779541
	Iteration 6Q: 3 clusters Score -208947.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -209020.546875 Penalty: 2425.779541
	Iteration 7Q: 3 clusters Score -209020.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -209082.750000 Penalty: 2425.779541
	Iteration 8Q: 3 clusters Score -209082.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -209138.906250 Penalty: 2425.779541
	Iteration 9Q: 3 clusters Score -209138.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -209204.734375 Penalty: 2425.779541
	Iteration 10Q: 3 clusters Score -209204.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -209240.625000 Penalty: 2425.779541
	Iteration 11Q: 3 clusters Score -209240.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -209257.312500 Penalty: 2425.779541
	Iteration 12Q: 3 clusters Score -209257.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -209268.531250 Penalty: 2425.779541
	Iteration 13Q: 3 clusters Score -209268.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -209274.062500 Penalty: 2425.779541
	Iteration 14Q: 3 clusters Score -209274.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -209281.000000 Penalty: 2425.779541
	Iteration 15Q: 3 clusters Score -209281 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -209284.640625 Penalty: 2425.779541
	Iteration 16Q: 3 clusters Score -209284.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -209289.093750 Penalty: 2425.779541
	Iteration 17Q: 3 clusters Score -209289.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -209294.609375 Penalty: 2425.779541
	Iteration 18Q: 3 clusters Score -209294.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -209298.656250 Penalty: 2425.779541
	Iteration 19Q: 3 clusters Score -209298.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -209299.765625 Penalty: 2425.779541
	Iteration 20F: 3 clusters Score -209299.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -209301.406250 Penalty: 2425.779541
	Iteration 21Q: 3 clusters Score -209301.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -209305.593750 Penalty: 2425.779541
	Iteration 22Q: 3 clusters Score -209305.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -209313.781250 Penalty: 2425.779541
	Iteration 23Q: 3 clusters Score -209313.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -209321.546875 Penalty: 2425.779541
	Iteration 24Q: 3 clusters Score -209321.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -209331.984375 Penalty: 2425.779541
	Iteration 25Q: 3 clusters Score -209332 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -209343.015625 Penalty: 2425.779541
	Iteration 26Q: 3 clusters Score -209343 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -209350.906250 Penalty: 2425.779541
	Iteration 27Q: 3 clusters Score -209350.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -209360.546875 Penalty: 2425.779541
	Iteration 28Q: 3 clusters Score -209360.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -209370.296875 Penalty: 2425.779541
	Iteration 29Q: 3 clusters Score -209370.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -209374.468750 Penalty: 2425.779541
	Iteration 30Q: 3 clusters Score -209374.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -209376.890625 Penalty: 2425.779541
	Iteration 31Q: 3 clusters Score -209376.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -209377.750000 Penalty: 2425.779541
	Iteration 32Q: 3 clusters Score -209377.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -209377.750000 Penalty: 2425.779541
	Iteration 33F: 3 clusters Score -209377.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (22625 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22625 members 
Entering Unmasked Estep 
Score: -2881492.750000 Penalty: 1629.356689
	Iteration 0F: 2 clusters Score -2881493 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11342 members 
Mstep: Class 2 contains 11283 members 
Entering Unmasked Estep 
Score: -2866264.750000 Penalty: 3258.713379
	Iteration 0F: 3 clusters Score -2866265 nChanged 10199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11333 members 
Mstep: Class 2 contains 11292 members 
Entering Unmasked Estep 
Score: -2871683.500000 Penalty: 3258.713379
	Iteration 1F: 3 clusters Score -2871684 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11350 members 
Mstep: Class 2 contains 11275 members 
Entering Unmasked Estep 
Score: -2872033.000000 Penalty: 3258.713379
	Iteration 2Q: 3 clusters Score -2872033 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11320 members 
Mstep: Class 2 contains 11305 members 
Entering Unmasked Estep 
Score: -2872334.750000 Penalty: 3258.713379
	Iteration 3Q: 3 clusters Score -2872335 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11249 members 
Mstep: Class 2 contains 11376 members 
Entering Unmasked Estep 
Score: -2872675.250000 Penalty: 3258.713379
	Iteration 4Q: 3 clusters Score -2872675 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11149 members 
Mstep: Class 2 contains 11476 members 
Entering Unmasked Estep 
Score: -2873041.000000 Penalty: 3258.713379
	Iteration 5Q: 3 clusters Score -2873041 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10989 members 
Mstep: Class 2 contains 11636 members 
Entering Unmasked Estep 
Score: -2873430.750000 Penalty: 3258.713379
	Iteration 6Q: 3 clusters Score -2873431 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10809 members 
Mstep: Class 2 contains 11816 members 
Entering Unmasked Estep 
Score: -2873878.000000 Penalty: 3258.713379
	Iteration 7Q: 3 clusters Score -2873878 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10519 members 
Mstep: Class 2 contains 12106 members 
Entering Unmasked Estep 
Score: -2874407.500000 Penalty: 3258.713379
	Iteration 8Q: 3 clusters Score -2874408 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10202 members 
Mstep: Class 2 contains 12423 members 
Entering Unmasked Estep 
Score: -2875016.750000 Penalty: 3258.713379
	Iteration 9F: 3 clusters Score -2875017 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9781 members 
Mstep: Class 2 contains 12844 members 
Entering Unmasked Estep 
Score: -2875595.500000 Penalty: 3258.713379
	Iteration 10F: 3 clusters Score -2875596 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9419 members 
Mstep: Class 2 contains 13206 members 
Entering Unmasked Estep 
Score: -2876046.750000 Penalty: 3258.713379
	Iteration 11Q: 3 clusters Score -2876047 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9105 members 
Mstep: Class 2 contains 13520 members 
Entering Unmasked Estep 
Score: -2876330.250000 Penalty: 3258.713379
	Iteration 12Q: 3 clusters Score -2876330 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8858 members 
Mstep: Class 2 contains 13767 members 
Entering Unmasked Estep 
Score: -2876512.750000 Penalty: 3258.713379
	Iteration 13Q: 3 clusters Score -2876513 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8620 members 
Mstep: Class 2 contains 14005 members 
Entering Unmasked Estep 
Score: -2876633.750000 Penalty: 3258.713379
	Iteration 14Q: 3 clusters Score -2876634 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8399 members 
Mstep: Class 2 contains 14226 members 
Entering Unmasked Estep 
Score: -2876714.750000 Penalty: 3258.713379
	Iteration 15Q: 3 clusters Score -2876715 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8201 members 
Mstep: Class 2 contains 14424 members 
Entering Unmasked Estep 
Score: -2876773.500000 Penalty: 3258.713379
	Iteration 16Q: 3 clusters Score -2876774 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7999 members 
Mstep: Class 2 contains 14626 members 
Entering Unmasked Estep 
Score: -2876836.250000 Penalty: 3258.713379
	Iteration 17Q: 3 clusters Score -2876836 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7772 members 
Mstep: Class 2 contains 14853 members 
Entering Unmasked Estep 
Score: -2876886.250000 Penalty: 3258.713379
	Iteration 18Q: 3 clusters Score -2876886 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7518 members 
Mstep: Class 2 contains 15107 members 
Entering Unmasked Estep 
Score: -2876950.500000 Penalty: 3258.713379
	Iteration 19Q: 3 clusters Score -2876950 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7261 members 
Mstep: Class 2 contains 15364 members 
Entering Unmasked Estep 
Score: -2877015.500000 Penalty: 3258.713379
	Iteration 20F: 3 clusters Score -2877016 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6970 members 
Mstep: Class 2 contains 15655 members 
Entering Unmasked Estep 
Score: -2877104.250000 Penalty: 3258.713379
	Iteration 21Q: 3 clusters Score -2877104 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6676 members 
Mstep: Class 2 contains 15949 members 
Entering Unmasked Estep 
Score: -2877188.750000 Penalty: 3258.713379
	Iteration 22Q: 3 clusters Score -2877189 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6388 members 
Mstep: Class 2 contains 16237 members 
Entering Unmasked Estep 
Score: -2877267.000000 Penalty: 3258.713379
	Iteration 23Q: 3 clusters Score -2877267 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6046 members 
Mstep: Class 2 contains 16579 members 
Entering Unmasked Estep 
Score: -2877399.250000 Penalty: 3258.713379
	Iteration 24Q: 3 clusters Score -2877399 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5658 members 
Mstep: Class 2 contains 16967 members 
Entering Unmasked Estep 
Score: -2877570.500000 Penalty: 3258.713379
	Iteration 25Q: 3 clusters Score -2877570 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 17391 members 
Entering Unmasked Estep 
Score: -2877782.500000 Penalty: 3258.713379
	Iteration 26Q: 3 clusters Score -2877782 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 17822 members 
Entering Unmasked Estep 
Score: -2878070.250000 Penalty: 3258.713379
	Iteration 27Q: 3 clusters Score -2878070 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 18287 members 
Entering Unmasked Estep 
Score: -2878473.000000 Penalty: 3258.713379
	Iteration 28Q: 3 clusters Score -2878473 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 18752 members 
Entering Unmasked Estep 
Score: -2878974.000000 Penalty: 3258.713379
	Iteration 29Q: 3 clusters Score -2878974 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 19144 members 
Entering Unmasked Estep 
Score: -2879467.250000 Penalty: 3258.713379
	Iteration 30Q: 3 clusters Score -2879467 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 19392 members 
Entering Unmasked Estep 
Score: -2879750.500000 Penalty: 3258.713379
	Iteration 31Q: 3 clusters Score -2879750 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 19580 members 
Entering Unmasked Estep 
Score: -2879895.000000 Penalty: 3258.713379
	Iteration 32Q: 3 clusters Score -2879895 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 19716 members 
Entering Unmasked Estep 
Score: -2879963.000000 Penalty: 3258.713379
	Iteration 33Q: 3 clusters Score -2879963 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 19817 members 
Entering Unmasked Estep 
Score: -2880007.000000 Penalty: 3258.713379
	Iteration 34Q: 3 clusters Score -2880007 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 19914 members 
Entering Unmasked Estep 
Score: -2880042.000000 Penalty: 3258.713379
	Iteration 35Q: 3 clusters Score -2880042 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 19999 members 
Entering Unmasked Estep 
Score: -2880073.000000 Penalty: 3258.713379
	Iteration 36Q: 3 clusters Score -2880073 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 20074 members 
Entering Unmasked Estep 
Score: -2880098.750000 Penalty: 3258.713379
	Iteration 37Q: 3 clusters Score -2880099 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 20153 members 
Entering Unmasked Estep 
Score: -2880132.250000 Penalty: 3258.713379
	Iteration 38Q: 3 clusters Score -2880132 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 20233 members 
Entering Unmasked Estep 
Score: -2880151.500000 Penalty: 3258.713379
	Iteration 39Q: 3 clusters Score -2880152 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 20302 members 
Entering Unmasked Estep 
Score: -2880164.250000 Penalty: 3258.713379
	Iteration 40F: 3 clusters Score -2880164 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 20351 members 
Entering Unmasked Estep 
Score: -2880176.750000 Penalty: 3258.713379
	Iteration 41Q: 3 clusters Score -2880177 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 20384 members 
Entering Unmasked Estep 
Score: -2880188.250000 Penalty: 3258.713379
	Iteration 42Q: 3 clusters Score -2880188 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 20413 members 
Entering Unmasked Estep 
Score: -2880195.750000 Penalty: 3258.713379
	Iteration 43Q: 3 clusters Score -2880196 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 20443 members 
Entering Unmasked Estep 
Score: -2880208.250000 Penalty: 3258.713379
	Iteration 44Q: 3 clusters Score -2880208 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 20479 members 
Entering Unmasked Estep 
Score: -2880212.000000 Penalty: 3258.713379
	Iteration 45Q: 3 clusters Score -2880212 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 20517 members 
Entering Unmasked Estep 
Score: -2880225.500000 Penalty: 3258.713379
	Iteration 46Q: 3 clusters Score -2880226 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 20550 members 
Entering Unmasked Estep 
Score: -2880233.250000 Penalty: 3258.713379
	Iteration 47Q: 3 clusters Score -2880233 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 20576 members 
Entering Unmasked Estep 
Score: -2880241.750000 Penalty: 3258.713379
	Iteration 48Q: 3 clusters Score -2880242 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 20595 members 
Entering Unmasked Estep 
Score: -2880244.250000 Penalty: 3258.713379
	Iteration 49Q: 3 clusters Score -2880244 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 20618 members 
Entering Unmasked Estep 
Score: -2880244.500000 Penalty: 3258.713379
	Iteration 50Q: 3 clusters Score -2880244 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 20639 members 
Entering Unmasked Estep 
Score: -2880252.000000 Penalty: 3258.713379
	Iteration 51Q: 3 clusters Score -2880252 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 20659 members 
Entering Unmasked Estep 
Score: -2880257.000000 Penalty: 3258.713379
	Iteration 52Q: 3 clusters Score -2880257 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 20679 members 
Entering Unmasked Estep 
Score: -2880253.750000 Penalty: 3258.713379
	Iteration 53Q: 3 clusters Score -2880254 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 20696 members 
Entering Unmasked Estep 
Score: -2880258.750000 Penalty: 3258.713379
	Iteration 54Q: 3 clusters Score -2880259 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 20717 members 
Entering Unmasked Estep 
Score: -2880263.500000 Penalty: 3258.713379
	Iteration 55Q: 3 clusters Score -2880264 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 20729 members 
Entering Unmasked Estep 
Score: -2880266.500000 Penalty: 3258.713379
	Iteration 56Q: 3 clusters Score -2880266 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 20737 members 
Entering Unmasked Estep 
Score: -2880268.250000 Penalty: 3258.713379
	Iteration 57Q: 3 clusters Score -2880268 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 20746 members 
Entering Unmasked Estep 
Score: -2880267.000000 Penalty: 3258.713379
	Iteration 58Q: 3 clusters Score -2880267 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 20760 members 
Entering Unmasked Estep 
Score: -2880266.750000 Penalty: 3258.713379
	Iteration 59Q: 3 clusters Score -2880267 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 20773 members 
Entering Unmasked Estep 
Score: -2880269.500000 Penalty: 3258.713379
	Iteration 60F: 3 clusters Score -2880270 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 20781 members 
Entering Unmasked Estep 
Score: -2880271.250000 Penalty: 3258.713379
	Iteration 61Q: 3 clusters Score -2880271 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 20790 members 
Entering Unmasked Estep 
Score: -2880275.500000 Penalty: 3258.713379
	Iteration 62Q: 3 clusters Score -2880276 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 20798 members 
Entering Unmasked Estep 
Score: -2880279.500000 Penalty: 3258.713379
	Iteration 63Q: 3 clusters Score -2880280 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 20809 members 
Entering Unmasked Estep 
Score: -2880278.000000 Penalty: 3258.713379
	Iteration 64Q: 3 clusters Score -2880278 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 20818 members 
Entering Unmasked Estep 
Score: -2880277.750000 Penalty: 3258.713379
	Iteration 65Q: 3 clusters Score -2880278 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 20826 members 
Entering Unmasked Estep 
Score: -2880277.250000 Penalty: 3258.713379
	Iteration 66Q: 3 clusters Score -2880277 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 20831 members 
Entering Unmasked Estep 
Score: -2880279.250000 Penalty: 3258.713379
	Iteration 67Q: 3 clusters Score -2880279 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 20841 members 
Entering Unmasked Estep 
Score: -2880281.500000 Penalty: 3258.713379
	Iteration 68Q: 3 clusters Score -2880282 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 20845 members 
Entering Unmasked Estep 
Score: -2880279.750000 Penalty: 3258.713379
	Iteration 69Q: 3 clusters Score -2880280 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 20848 members 
Entering Unmasked Estep 
Score: -2880277.750000 Penalty: 3258.713379
	Iteration 70Q: 3 clusters Score -2880278 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 20852 members 
Entering Unmasked Estep 
Score: -2880280.000000 Penalty: 3258.713379
	Iteration 71Q: 3 clusters Score -2880280 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 20854 members 
Entering Unmasked Estep 
Score: -2880281.250000 Penalty: 3258.713379
	Iteration 72Q: 3 clusters Score -2880281 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 20855 members 
Entering Unmasked Estep 
Score: -2880283.000000 Penalty: 3258.713379
	Iteration 73Q: 3 clusters Score -2880283 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 20856 members 
Entering Unmasked Estep 
Score: -2880283.000000 Penalty: 3258.713379
	Iteration 74Q: 3 clusters Score -2880283 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 20857 members 
Entering Unmasked Estep 
Score: -2880283.500000 Penalty: 3258.713379
	Iteration 75Q: 3 clusters Score -2880284 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 20860 members 
Entering Unmasked Estep 
Score: -2880283.750000 Penalty: 3258.713379
	Iteration 76Q: 3 clusters Score -2880284 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 20862 members 
Entering Unmasked Estep 
Score: -2880285.000000 Penalty: 3258.713379
	Iteration 77Q: 3 clusters Score -2880285 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 20862 members 
Entering Unmasked Estep 
Score: -2880285.000000 Penalty: 3258.713379
	Iteration 78F: 3 clusters Score -2880285 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (2377 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Entering Unmasked Estep 
Score: -299608.687500 Penalty: 1263.209106
	Iteration 0F: 2 clusters Score -299608.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -297260.250000 Penalty: 2526.418213
	Iteration 0F: 3 clusters Score -297260.2 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -297791.312500 Penalty: 2526.418213
	Iteration 1F: 3 clusters Score -297791.3 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -297893.625000 Penalty: 2526.418213
	Iteration 2F: 3 clusters Score -297893.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -297948.843750 Penalty: 2526.418213
	Iteration 3Q: 3 clusters Score -297948.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -297976.562500 Penalty: 2526.418213
	Iteration 4Q: 3 clusters Score -297976.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -297997.156250 Penalty: 2526.418213
	Iteration 5Q: 3 clusters Score -297997.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -298013.218750 Penalty: 2526.418213
	Iteration 6Q: 3 clusters Score -298013.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -298023.718750 Penalty: 2526.418213
	Iteration 7Q: 3 clusters Score -298023.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -298037.031250 Penalty: 2526.418213
	Iteration 8Q: 3 clusters Score -298037 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -298043.937500 Penalty: 2526.418213
	Iteration 9Q: 3 clusters Score -298043.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -298049.875000 Penalty: 2526.418213
	Iteration 10Q: 3 clusters Score -298049.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -298055.250000 Penalty: 2526.418213
	Iteration 11Q: 3 clusters Score -298055.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -298059.093750 Penalty: 2526.418213
	Iteration 12Q: 3 clusters Score -298059.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -298061.687500 Penalty: 2526.418213
	Iteration 13Q: 3 clusters Score -298061.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -298064.250000 Penalty: 2526.418213
	Iteration 14Q: 3 clusters Score -298064.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -298067.125000 Penalty: 2526.418213
	Iteration 15Q: 3 clusters Score -298067.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -298069.875000 Penalty: 2526.418213
	Iteration 16Q: 3 clusters Score -298069.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -298073.562500 Penalty: 2526.418213
	Iteration 17Q: 3 clusters Score -298073.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -298076.000000 Penalty: 2526.418213
	Iteration 18Q: 3 clusters Score -298076 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -298076.812500 Penalty: 2526.418213
	Iteration 19Q: 3 clusters Score -298076.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -298078.343750 Penalty: 2526.418213
	Iteration 20F: 3 clusters Score -298078.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -298079.125000 Penalty: 2526.418213
	Iteration 21Q: 3 clusters Score -298079.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -298079.531250 Penalty: 2526.418213
	Iteration 22Q: 3 clusters Score -298079.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -298079.312500 Penalty: 2526.418213
	Iteration 23Q: 3 clusters Score -298079.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -298080.000000 Penalty: 2526.418213
	Iteration 24Q: 3 clusters Score -298080 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -298081.250000 Penalty: 2526.418213
	Iteration 25Q: 3 clusters Score -298081.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -298081.656250 Penalty: 2526.418213
	Iteration 26Q: 3 clusters Score -298081.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -298082.031250 Penalty: 2526.418213
	Iteration 27Q: 3 clusters Score -298082 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -298082.718750 Penalty: 2526.418213
	Iteration 28Q: 3 clusters Score -298082.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -298083.625000 Penalty: 2526.418213
	Iteration 29Q: 3 clusters Score -298083.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -298085.093750 Penalty: 2526.418213
	Iteration 30Q: 3 clusters Score -298085.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -298086.968750 Penalty: 2526.418213
	Iteration 31Q: 3 clusters Score -298087 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -298089.375000 Penalty: 2526.418213
	Iteration 32Q: 3 clusters Score -298089.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -298091.531250 Penalty: 2526.418213
	Iteration 33Q: 3 clusters Score -298091.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -298093.593750 Penalty: 2526.418213
	Iteration 34Q: 3 clusters Score -298093.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -298094.062500 Penalty: 2526.418213
	Iteration 35Q: 3 clusters Score -298094.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -298094.250000 Penalty: 2526.418213
	Iteration 36Q: 3 clusters Score -298094.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -298095.218750 Penalty: 2526.418213
	Iteration 37Q: 3 clusters Score -298095.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -298096.656250 Penalty: 2526.418213
	Iteration 38Q: 3 clusters Score -298096.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -298097.937500 Penalty: 2526.418213
	Iteration 39Q: 3 clusters Score -298097.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -298099.687500 Penalty: 2526.418213
	Iteration 40F: 3 clusters Score -298099.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -298100.562500 Penalty: 2526.418213
	Iteration 41Q: 3 clusters Score -298100.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -298101.906250 Penalty: 2526.418213
	Iteration 42Q: 3 clusters Score -298101.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -298103.218750 Penalty: 2526.418213
	Iteration 43Q: 3 clusters Score -298103.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -298103.250000 Penalty: 2526.418213
	Iteration 44Q: 3 clusters Score -298103.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -298103.250000 Penalty: 2526.418213
	Iteration 45F: 3 clusters Score -298103.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (11947 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11947 members 
Entering Unmasked Estep 
Score: -1387854.375000 Penalty: 1525.588257
	Iteration 0F: 2 clusters Score -1387854 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5963 members 
Mstep: Class 2 contains 5984 members 
Entering Unmasked Estep 
Score: -1379504.125000 Penalty: 3051.176514
	Iteration 0F: 3 clusters Score -1379504 nChanged 5116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5917 members 
Mstep: Class 2 contains 6030 members 
Entering Unmasked Estep 
Score: -1382544.250000 Penalty: 3051.176514
	Iteration 1F: 3 clusters Score -1382544 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5893 members 
Mstep: Class 2 contains 6054 members 
Entering Unmasked Estep 
Score: -1383364.625000 Penalty: 3051.176514
	Iteration 2F: 3 clusters Score -1383365 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5828 members 
Mstep: Class 2 contains 6119 members 
Entering Unmasked Estep 
Score: -1384210.875000 Penalty: 3051.176514
	Iteration 3F: 3 clusters Score -1384211 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5745 members 
Mstep: Class 2 contains 6202 members 
Entering Unmasked Estep 
Score: -1384893.500000 Penalty: 3051.176514
	Iteration 4F: 3 clusters Score -1384894 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5669 members 
Mstep: Class 2 contains 6278 members 
Entering Unmasked Estep 
Score: -1385388.875000 Penalty: 3051.176514
	Iteration 5F: 3 clusters Score -1385389 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5637 members 
Mstep: Class 2 contains 6310 members 
Entering Unmasked Estep 
Score: -1385707.375000 Penalty: 3051.176514
	Iteration 6Q: 3 clusters Score -1385707 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5599 members 
Mstep: Class 2 contains 6348 members 
Entering Unmasked Estep 
Score: -1385901.250000 Penalty: 3051.176514
	Iteration 7Q: 3 clusters Score -1385901 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5602 members 
Mstep: Class 2 contains 6345 members 
Entering Unmasked Estep 
Score: -1386012.625000 Penalty: 3051.176514
	Iteration 8Q: 3 clusters Score -1386013 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5593 members 
Mstep: Class 2 contains 6354 members 
Entering Unmasked Estep 
Score: -1386086.750000 Penalty: 3051.176514
	Iteration 9Q: 3 clusters Score -1386087 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5586 members 
Mstep: Class 2 contains 6361 members 
Entering Unmasked Estep 
Score: -1386147.875000 Penalty: 3051.176514
	Iteration 10Q: 3 clusters Score -1386148 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5574 members 
Mstep: Class 2 contains 6373 members 
Entering Unmasked Estep 
Score: -1386191.500000 Penalty: 3051.176514
	Iteration 11Q: 3 clusters Score -1386192 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5576 members 
Mstep: Class 2 contains 6371 members 
Entering Unmasked Estep 
Score: -1386232.375000 Penalty: 3051.176514
	Iteration 12Q: 3 clusters Score -1386232 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5589 members 
Mstep: Class 2 contains 6358 members 
Entering Unmasked Estep 
Score: -1386253.500000 Penalty: 3051.176514
	Iteration 13Q: 3 clusters Score -1386254 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5607 members 
Mstep: Class 2 contains 6340 members 
Entering Unmasked Estep 
Score: -1386275.250000 Penalty: 3051.176514
	Iteration 14Q: 3 clusters Score -1386275 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5629 members 
Mstep: Class 2 contains 6318 members 
Entering Unmasked Estep 
Score: -1386289.000000 Penalty: 3051.176514
	Iteration 15Q: 3 clusters Score -1386289 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5648 members 
Mstep: Class 2 contains 6299 members 
Entering Unmasked Estep 
Score: -1386299.375000 Penalty: 3051.176514
	Iteration 16Q: 3 clusters Score -1386299 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5672 members 
Mstep: Class 2 contains 6275 members 
Entering Unmasked Estep 
Score: -1386305.500000 Penalty: 3051.176514
	Iteration 17Q: 3 clusters Score -1386306 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5699 members 
Mstep: Class 2 contains 6248 members 
Entering Unmasked Estep 
Score: -1386320.375000 Penalty: 3051.176514
	Iteration 18Q: 3 clusters Score -1386320 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5726 members 
Mstep: Class 2 contains 6221 members 
Entering Unmasked Estep 
Score: -1386331.125000 Penalty: 3051.176514
	Iteration 19Q: 3 clusters Score -1386331 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5754 members 
Mstep: Class 2 contains 6193 members 
Entering Unmasked Estep 
Score: -1386340.875000 Penalty: 3051.176514
	Iteration 20F: 3 clusters Score -1386341 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5791 members 
Mstep: Class 2 contains 6156 members 
Entering Unmasked Estep 
Score: -1386345.000000 Penalty: 3051.176514
	Iteration 21Q: 3 clusters Score -1386345 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5821 members 
Mstep: Class 2 contains 6126 members 
Entering Unmasked Estep 
Score: -1386352.375000 Penalty: 3051.176514
	Iteration 22Q: 3 clusters Score -1386352 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5830 members 
Mstep: Class 2 contains 6117 members 
Entering Unmasked Estep 
Score: -1386354.000000 Penalty: 3051.176514
	Iteration 23Q: 3 clusters Score -1386354 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5845 members 
Mstep: Class 2 contains 6102 members 
Entering Unmasked Estep 
Score: -1386359.000000 Penalty: 3051.176514
	Iteration 24Q: 3 clusters Score -1386359 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5865 members 
Mstep: Class 2 contains 6082 members 
Entering Unmasked Estep 
Score: -1386361.625000 Penalty: 3051.176514
	Iteration 25Q: 3 clusters Score -1386362 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5885 members 
Mstep: Class 2 contains 6062 members 
Entering Unmasked Estep 
Score: -1386367.750000 Penalty: 3051.176514
	Iteration 26Q: 3 clusters Score -1386368 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5906 members 
Mstep: Class 2 contains 6041 members 
Entering Unmasked Estep 
Score: -1386376.375000 Penalty: 3051.176514
	Iteration 27Q: 3 clusters Score -1386376 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5936 members 
Mstep: Class 2 contains 6011 members 
Entering Unmasked Estep 
Score: -1386383.375000 Penalty: 3051.176514
	Iteration 28Q: 3 clusters Score -1386383 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5959 members 
Mstep: Class 2 contains 5988 members 
Entering Unmasked Estep 
Score: -1386385.500000 Penalty: 3051.176514
	Iteration 29Q: 3 clusters Score -1386386 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5975 members 
Mstep: Class 2 contains 5972 members 
Entering Unmasked Estep 
Score: -1386388.375000 Penalty: 3051.176514
	Iteration 30Q: 3 clusters Score -1386388 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5993 members 
Mstep: Class 2 contains 5954 members 
Entering Unmasked Estep 
Score: -1386391.375000 Penalty: 3051.176514
	Iteration 31Q: 3 clusters Score -1386391 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6011 members 
Mstep: Class 2 contains 5936 members 
Entering Unmasked Estep 
Score: -1386395.500000 Penalty: 3051.176514
	Iteration 32Q: 3 clusters Score -1386396 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6026 members 
Mstep: Class 2 contains 5921 members 
Entering Unmasked Estep 
Score: -1386394.500000 Penalty: 3051.176514
	Iteration 33Q: 3 clusters Score -1386394 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6042 members 
Mstep: Class 2 contains 5905 members 
Entering Unmasked Estep 
Score: -1386394.875000 Penalty: 3051.176514
	Iteration 34Q: 3 clusters Score -1386395 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6063 members 
Mstep: Class 2 contains 5884 members 
Entering Unmasked Estep 
Score: -1386397.500000 Penalty: 3051.176514
	Iteration 35Q: 3 clusters Score -1386398 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6087 members 
Mstep: Class 2 contains 5860 members 
Entering Unmasked Estep 
Score: -1386400.125000 Penalty: 3051.176514
	Iteration 36Q: 3 clusters Score -1386400 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6109 members 
Mstep: Class 2 contains 5838 members 
Entering Unmasked Estep 
Score: -1386404.500000 Penalty: 3051.176514
	Iteration 37Q: 3 clusters Score -1386404 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6128 members 
Mstep: Class 2 contains 5819 members 
Entering Unmasked Estep 
Score: -1386402.625000 Penalty: 3051.176514
	Iteration 38Q: 3 clusters Score -1386403 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6139 members 
Mstep: Class 2 contains 5808 members 
Entering Unmasked Estep 
Score: -1386403.875000 Penalty: 3051.176514
	Iteration 39Q: 3 clusters Score -1386404 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6150 members 
Mstep: Class 2 contains 5797 members 
Entering Unmasked Estep 
Score: -1386405.750000 Penalty: 3051.176514
	Iteration 40F: 3 clusters Score -1386406 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6159 members 
Mstep: Class 2 contains 5788 members 
Entering Unmasked Estep 
Score: -1386407.875000 Penalty: 3051.176514
	Iteration 41Q: 3 clusters Score -1386408 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6165 members 
Mstep: Class 2 contains 5782 members 
Entering Unmasked Estep 
Score: -1386408.250000 Penalty: 3051.176514
	Iteration 42Q: 3 clusters Score -1386408 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6173 members 
Mstep: Class 2 contains 5774 members 
Entering Unmasked Estep 
Score: -1386410.000000 Penalty: 3051.176514
	Iteration 43Q: 3 clusters Score -1386410 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6178 members 
Mstep: Class 2 contains 5769 members 
Entering Unmasked Estep 
Score: -1386409.875000 Penalty: 3051.176514
	Iteration 44Q: 3 clusters Score -1386410 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6183 members 
Mstep: Class 2 contains 5764 members 
Entering Unmasked Estep 
Score: -1386409.875000 Penalty: 3051.176514
	Iteration 45Q: 3 clusters Score -1386410 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6188 members 
Mstep: Class 2 contains 5759 members 
Entering Unmasked Estep 
Score: -1386410.500000 Penalty: 3051.176514
	Iteration 46Q: 3 clusters Score -1386410 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6191 members 
Mstep: Class 2 contains 5756 members 
Entering Unmasked Estep 
Score: -1386414.500000 Penalty: 3051.176514
	Iteration 47Q: 3 clusters Score -1386414 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6195 members 
Mstep: Class 2 contains 5752 members 
Entering Unmasked Estep 
Score: -1386411.500000 Penalty: 3051.176514
	Iteration 48Q: 3 clusters Score -1386412 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6199 members 
Mstep: Class 2 contains 5748 members 
Entering Unmasked Estep 
Score: -1386412.625000 Penalty: 3051.176514
	Iteration 49Q: 3 clusters Score -1386413 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6202 members 
Mstep: Class 2 contains 5745 members 
Entering Unmasked Estep 
Score: -1386413.500000 Penalty: 3051.176514
	Iteration 50Q: 3 clusters Score -1386414 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6204 members 
Mstep: Class 2 contains 5743 members 
Entering Unmasked Estep 
Score: -1386415.000000 Penalty: 3051.176514
	Iteration 51Q: 3 clusters Score -1386415 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6205 members 
Mstep: Class 2 contains 5742 members 
Entering Unmasked Estep 
Score: -1386414.250000 Penalty: 3051.176514
	Iteration 52Q: 3 clusters Score -1386414 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6206 members 
Mstep: Class 2 contains 5741 members 
Entering Unmasked Estep 
Score: -1386413.875000 Penalty: 3051.176514
	Iteration 53Q: 3 clusters Score -1386414 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6208 members 
Mstep: Class 2 contains 5739 members 
Entering Unmasked Estep 
Score: -1386415.875000 Penalty: 3051.176514
	Iteration 54Q: 3 clusters Score -1386416 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6208 members 
Mstep: Class 2 contains 5739 members 
Entering Unmasked Estep 
Score: -1386414.875000 Penalty: 3051.176514
	Iteration 55Q: 3 clusters Score -1386415 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6209 members 
Mstep: Class 2 contains 5738 members 
Entering Unmasked Estep 
Score: -1386414.250000 Penalty: 3051.176514
	Iteration 56Q: 3 clusters Score -1386414 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6209 members 
Mstep: Class 2 contains 5738 members 
Entering Unmasked Estep 
Score: -1386414.250000 Penalty: 3051.176514
	Iteration 57F: 3 clusters Score -1386414 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (17615 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17615 members 
Entering Unmasked Estep 
Score: -2060268.125000 Penalty: 1588.682251
	Iteration 0F: 2 clusters Score -2060268 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8726 members 
Mstep: Class 2 contains 8889 members 
Entering Unmasked Estep 
Score: -2048235.500000 Penalty: 3177.364502
	Iteration 0F: 3 clusters Score -2048236 nChanged 7962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8554 members 
Mstep: Class 2 contains 9061 members 
Entering Unmasked Estep 
Score: -2052893.875000 Penalty: 3177.364502
	Iteration 1F: 3 clusters Score -2052894 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8466 members 
Mstep: Class 2 contains 9149 members 
Entering Unmasked Estep 
Score: -2053429.000000 Penalty: 3177.364502
	Iteration 2F: 3 clusters Score -2053429 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8387 members 
Mstep: Class 2 contains 9228 members 
Entering Unmasked Estep 
Score: -2053929.625000 Penalty: 3177.364502
	Iteration 3F: 3 clusters Score -2053930 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8290 members 
Mstep: Class 2 contains 9325 members 
Entering Unmasked Estep 
Score: -2054392.000000 Penalty: 3177.364502
	Iteration 4F: 3 clusters Score -2054392 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8212 members 
Mstep: Class 2 contains 9403 members 
Entering Unmasked Estep 
Score: -2054788.000000 Penalty: 3177.364502
	Iteration 5Q: 3 clusters Score -2054788 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8083 members 
Mstep: Class 2 contains 9532 members 
Entering Unmasked Estep 
Score: -2055187.875000 Penalty: 3177.364502
	Iteration 6Q: 3 clusters Score -2055188 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7881 members 
Mstep: Class 2 contains 9734 members 
Entering Unmasked Estep 
Score: -2055602.125000 Penalty: 3177.364502
	Iteration 7Q: 3 clusters Score -2055602 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7644 members 
Mstep: Class 2 contains 9971 members 
Entering Unmasked Estep 
Score: -2055986.125000 Penalty: 3177.364502
	Iteration 8Q: 3 clusters Score -2055986 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7374 members 
Mstep: Class 2 contains 10241 members 
Entering Unmasked Estep 
Score: -2056321.750000 Penalty: 3177.364502
	Iteration 9Q: 3 clusters Score -2056322 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7077 members 
Mstep: Class 2 contains 10538 members 
Entering Unmasked Estep 
Score: -2056641.500000 Penalty: 3177.364502
	Iteration 10Q: 3 clusters Score -2056642 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6791 members 
Mstep: Class 2 contains 10824 members 
Entering Unmasked Estep 
Score: -2056898.625000 Penalty: 3177.364502
	Iteration 11Q: 3 clusters Score -2056899 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6495 members 
Mstep: Class 2 contains 11120 members 
Entering Unmasked Estep 
Score: -2057138.625000 Penalty: 3177.364502
	Iteration 12Q: 3 clusters Score -2057139 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6213 members 
Mstep: Class 2 contains 11402 members 
Entering Unmasked Estep 
Score: -2057343.375000 Penalty: 3177.364502
	Iteration 13Q: 3 clusters Score -2057343 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5973 members 
Mstep: Class 2 contains 11642 members 
Entering Unmasked Estep 
Score: -2057488.250000 Penalty: 3177.364502
	Iteration 14Q: 3 clusters Score -2057488 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5742 members 
Mstep: Class 2 contains 11873 members 
Entering Unmasked Estep 
Score: -2057620.250000 Penalty: 3177.364502
	Iteration 15Q: 3 clusters Score -2057620 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5517 members 
Mstep: Class 2 contains 12098 members 
Entering Unmasked Estep 
Score: -2057725.875000 Penalty: 3177.364502
	Iteration 16Q: 3 clusters Score -2057726 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5291 members 
Mstep: Class 2 contains 12324 members 
Entering Unmasked Estep 
Score: -2057820.250000 Penalty: 3177.364502
	Iteration 17Q: 3 clusters Score -2057820 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 12540 members 
Entering Unmasked Estep 
Score: -2057907.125000 Penalty: 3177.364502
	Iteration 18Q: 3 clusters Score -2057907 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 12776 members 
Entering Unmasked Estep 
Score: -2058008.500000 Penalty: 3177.364502
	Iteration 19Q: 3 clusters Score -2058008 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 13000 members 
Entering Unmasked Estep 
Score: -2058100.375000 Penalty: 3177.364502
	Iteration 20F: 3 clusters Score -2058100 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 13224 members 
Entering Unmasked Estep 
Score: -2058186.250000 Penalty: 3177.364502
	Iteration 21Q: 3 clusters Score -2058186 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 13441 members 
Entering Unmasked Estep 
Score: -2058277.750000 Penalty: 3177.364502
	Iteration 22Q: 3 clusters Score -2058278 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 13639 members 
Entering Unmasked Estep 
Score: -2058355.000000 Penalty: 3177.364502
	Iteration 23Q: 3 clusters Score -2058355 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 13829 members 
Entering Unmasked Estep 
Score: -2058432.875000 Penalty: 3177.364502
	Iteration 24Q: 3 clusters Score -2058433 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 14007 members 
Entering Unmasked Estep 
Score: -2058483.250000 Penalty: 3177.364502
	Iteration 25Q: 3 clusters Score -2058483 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 14166 members 
Entering Unmasked Estep 
Score: -2058535.375000 Penalty: 3177.364502
	Iteration 26Q: 3 clusters Score -2058535 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 14300 members 
Entering Unmasked Estep 
Score: -2058577.000000 Penalty: 3177.364502
	Iteration 27Q: 3 clusters Score -2058577 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 14399 members 
Entering Unmasked Estep 
Score: -2058610.625000 Penalty: 3177.364502
	Iteration 28Q: 3 clusters Score -2058611 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 14510 members 
Entering Unmasked Estep 
Score: -2058640.625000 Penalty: 3177.364502
	Iteration 29Q: 3 clusters Score -2058641 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 14614 members 
Entering Unmasked Estep 
Score: -2058670.250000 Penalty: 3177.364502
	Iteration 30Q: 3 clusters Score -2058670 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 14728 members 
Entering Unmasked Estep 
Score: -2058701.500000 Penalty: 3177.364502
	Iteration 31Q: 3 clusters Score -2058702 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 14836 members 
Entering Unmasked Estep 
Score: -2058735.000000 Penalty: 3177.364502
	Iteration 32Q: 3 clusters Score -2058735 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 14933 members 
Entering Unmasked Estep 
Score: -2058757.250000 Penalty: 3177.364502
	Iteration 33Q: 3 clusters Score -2058757 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 15019 members 
Entering Unmasked Estep 
Score: -2058777.875000 Penalty: 3177.364502
	Iteration 34Q: 3 clusters Score -2058778 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 15105 members 
Entering Unmasked Estep 
Score: -2058807.625000 Penalty: 3177.364502
	Iteration 35Q: 3 clusters Score -2058808 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 15193 members 
Entering Unmasked Estep 
Score: -2058826.750000 Penalty: 3177.364502
	Iteration 36Q: 3 clusters Score -2058827 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 15288 members 
Entering Unmasked Estep 
Score: -2058850.625000 Penalty: 3177.364502
	Iteration 37Q: 3 clusters Score -2058851 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 15382 members 
Entering Unmasked Estep 
Score: -2058878.500000 Penalty: 3177.364502
	Iteration 38Q: 3 clusters Score -2058878 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 15471 members 
Entering Unmasked Estep 
Score: -2058908.250000 Penalty: 3177.364502
	Iteration 39Q: 3 clusters Score -2058908 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 15552 members 
Entering Unmasked Estep 
Score: -2058934.250000 Penalty: 3177.364502
	Iteration 40F: 3 clusters Score -2058934 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 15625 members 
Entering Unmasked Estep 
Score: -2058951.875000 Penalty: 3177.364502
	Iteration 41Q: 3 clusters Score -2058952 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 15697 members 
Entering Unmasked Estep 
Score: -2058979.500000 Penalty: 3177.364502
	Iteration 42Q: 3 clusters Score -2058980 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 15755 members 
Entering Unmasked Estep 
Score: -2058998.875000 Penalty: 3177.364502
	Iteration 43Q: 3 clusters Score -2058999 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 15805 members 
Entering Unmasked Estep 
Score: -2059021.250000 Penalty: 3177.364502
	Iteration 44Q: 3 clusters Score -2059021 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 15851 members 
Entering Unmasked Estep 
Score: -2059032.125000 Penalty: 3177.364502
	Iteration 45Q: 3 clusters Score -2059032 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 15898 members 
Entering Unmasked Estep 
Score: -2059050.250000 Penalty: 3177.364502
	Iteration 46Q: 3 clusters Score -2059050 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 15949 members 
Entering Unmasked Estep 
Score: -2059077.875000 Penalty: 3177.364502
	Iteration 47Q: 3 clusters Score -2059078 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 16000 members 
Entering Unmasked Estep 
Score: -2059100.750000 Penalty: 3177.364502
	Iteration 48Q: 3 clusters Score -2059101 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 16036 members 
Entering Unmasked Estep 
Score: -2059111.125000 Penalty: 3177.364502
	Iteration 49Q: 3 clusters Score -2059111 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 16067 members 
Entering Unmasked Estep 
Score: -2059122.750000 Penalty: 3177.364502
	Iteration 50Q: 3 clusters Score -2059123 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 16112 members 
Entering Unmasked Estep 
Score: -2059131.375000 Penalty: 3177.364502
	Iteration 51Q: 3 clusters Score -2059131 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 16139 members 
Entering Unmasked Estep 
Score: -2059143.750000 Penalty: 3177.364502
	Iteration 52Q: 3 clusters Score -2059144 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 16161 members 
Entering Unmasked Estep 
Score: -2059153.125000 Penalty: 3177.364502
	Iteration 53Q: 3 clusters Score -2059153 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 16180 members 
Entering Unmasked Estep 
Score: -2059156.125000 Penalty: 3177.364502
	Iteration 54Q: 3 clusters Score -2059156 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 16200 members 
Entering Unmasked Estep 
Score: -2059161.625000 Penalty: 3177.364502
	Iteration 55Q: 3 clusters Score -2059162 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 16222 members 
Entering Unmasked Estep 
Score: -2059169.000000 Penalty: 3177.364502
	Iteration 56Q: 3 clusters Score -2059169 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 16243 members 
Entering Unmasked Estep 
Score: -2059176.250000 Penalty: 3177.364502
	Iteration 57Q: 3 clusters Score -2059176 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 16259 members 
Entering Unmasked Estep 
Score: -2059181.125000 Penalty: 3177.364502
	Iteration 58Q: 3 clusters Score -2059181 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 16275 members 
Entering Unmasked Estep 
Score: -2059183.000000 Penalty: 3177.364502
	Iteration 59Q: 3 clusters Score -2059183 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 16288 members 
Entering Unmasked Estep 
Score: -2059186.375000 Penalty: 3177.364502
	Iteration 60F: 3 clusters Score -2059186 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 16296 members 
Entering Unmasked Estep 
Score: -2059190.250000 Penalty: 3177.364502
	Iteration 61Q: 3 clusters Score -2059190 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 16310 members 
Entering Unmasked Estep 
Score: -2059193.875000 Penalty: 3177.364502
	Iteration 62Q: 3 clusters Score -2059194 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 16325 members 
Entering Unmasked Estep 
Score: -2059196.500000 Penalty: 3177.364502
	Iteration 63Q: 3 clusters Score -2059196 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 16337 members 
Entering Unmasked Estep 
Score: -2059199.625000 Penalty: 3177.364502
	Iteration 64Q: 3 clusters Score -2059200 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 16344 members 
Entering Unmasked Estep 
Score: -2059203.875000 Penalty: 3177.364502
	Iteration 65Q: 3 clusters Score -2059204 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 16354 members 
Entering Unmasked Estep 
Score: -2059208.500000 Penalty: 3177.364502
	Iteration 66Q: 3 clusters Score -2059208 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 16365 members 
Entering Unmasked Estep 
Score: -2059211.125000 Penalty: 3177.364502
	Iteration 67Q: 3 clusters Score -2059211 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 16375 members 
Entering Unmasked Estep 
Score: -2059215.625000 Penalty: 3177.364502
	Iteration 68Q: 3 clusters Score -2059216 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 16382 members 
Entering Unmasked Estep 
Score: -2059217.500000 Penalty: 3177.364502
	Iteration 69Q: 3 clusters Score -2059218 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 16386 members 
Entering Unmasked Estep 
Score: -2059218.000000 Penalty: 3177.364502
	Iteration 70Q: 3 clusters Score -2059218 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 16391 members 
Entering Unmasked Estep 
Score: -2059219.000000 Penalty: 3177.364502
	Iteration 71Q: 3 clusters Score -2059219 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 16393 members 
Entering Unmasked Estep 
Score: -2059220.000000 Penalty: 3177.364502
	Iteration 72Q: 3 clusters Score -2059220 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 16396 members 
Entering Unmasked Estep 
Score: -2059220.250000 Penalty: 3177.364502
	Iteration 73Q: 3 clusters Score -2059220 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 16398 members 
Entering Unmasked Estep 
Score: -2059219.500000 Penalty: 3177.364502
	Iteration 74Q: 3 clusters Score -2059220 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 16400 members 
Entering Unmasked Estep 
Score: -2059218.000000 Penalty: 3177.364502
	Iteration 75Q: 3 clusters Score -2059218 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 16402 members 
Entering Unmasked Estep 
Score: -2059222.000000 Penalty: 3177.364502
	Iteration 76Q: 3 clusters Score -2059222 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 16405 members 
Entering Unmasked Estep 
Score: -2059224.375000 Penalty: 3177.364502
	Iteration 77Q: 3 clusters Score -2059224 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 16407 members 
Entering Unmasked Estep 
Score: -2059225.750000 Penalty: 3177.364502
	Iteration 78Q: 3 clusters Score -2059226 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 16411 members 
Entering Unmasked Estep 
Score: -2059224.250000 Penalty: 3177.364502
	Iteration 79Q: 3 clusters Score -2059224 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 16413 members 
Entering Unmasked Estep 
Score: -2059224.375000 Penalty: 3177.364502
	Iteration 80F: 3 clusters Score -2059224 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 16416 members 
Entering Unmasked Estep 
Score: -2059225.875000 Penalty: 3177.364502
	Iteration 81Q: 3 clusters Score -2059226 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 16418 members 
Entering Unmasked Estep 
Score: -2059228.625000 Penalty: 3177.364502
	Iteration 82Q: 3 clusters Score -2059229 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 16420 members 
Entering Unmasked Estep 
Score: -2059228.625000 Penalty: 3177.364502
	Iteration 83Q: 3 clusters Score -2059229 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 16421 members 
Entering Unmasked Estep 
Score: -2059231.625000 Penalty: 3177.364502
	Iteration 84Q: 3 clusters Score -2059232 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 16423 members 
Entering Unmasked Estep 
Score: -2059231.500000 Penalty: 3177.364502
	Iteration 85Q: 3 clusters Score -2059232 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 16425 members 
Entering Unmasked Estep 
Score: -2059232.625000 Penalty: 3177.364502
	Iteration 86Q: 3 clusters Score -2059233 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 16425 members 
Entering Unmasked Estep 
Score: -2059232.625000 Penalty: 3177.364502
	Iteration 87F: 3 clusters Score -2059233 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (12734 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12734 members 
Entering Unmasked Estep 
Score: -1610890.625000 Penalty: 1535.955078
	Iteration 0F: 2 clusters Score -1610891 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6367 members 
Mstep: Class 2 contains 6367 members 
Entering Unmasked Estep 
Score: -1602010.250000 Penalty: 3071.910156
	Iteration 0F: 3 clusters Score -1602010 nChanged 5598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6417 members 
Mstep: Class 2 contains 6317 members 
Entering Unmasked Estep 
Score: -1605072.875000 Penalty: 3071.910156
	Iteration 1F: 3 clusters Score -1605073 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6469 members 
Mstep: Class 2 contains 6265 members 
Entering Unmasked Estep 
Score: -1605523.875000 Penalty: 3071.910156
	Iteration 2F: 3 clusters Score -1605524 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6595 members 
Mstep: Class 2 contains 6139 members 
Entering Unmasked Estep 
Score: -1606072.875000 Penalty: 3071.910156
	Iteration 3F: 3 clusters Score -1606073 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6768 members 
Mstep: Class 2 contains 5966 members 
Entering Unmasked Estep 
Score: -1606688.500000 Penalty: 3071.910156
	Iteration 4F: 3 clusters Score -1606688 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6931 members 
Mstep: Class 2 contains 5803 members 
Entering Unmasked Estep 
Score: -1607318.250000 Penalty: 3071.910156
	Iteration 5F: 3 clusters Score -1607318 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7009 members 
Mstep: Class 2 contains 5725 members 
Entering Unmasked Estep 
Score: -1607807.750000 Penalty: 3071.910156
	Iteration 6F: 3 clusters Score -1607808 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7034 members 
Mstep: Class 2 contains 5700 members 
Entering Unmasked Estep 
Score: -1608149.000000 Penalty: 3071.910156
	Iteration 7Q: 3 clusters Score -1608149 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6981 members 
Mstep: Class 2 contains 5753 members 
Entering Unmasked Estep 
Score: -1608420.875000 Penalty: 3071.910156
	Iteration 8Q: 3 clusters Score -1608421 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6879 members 
Mstep: Class 2 contains 5855 members 
Entering Unmasked Estep 
Score: -1608714.625000 Penalty: 3071.910156
	Iteration 9Q: 3 clusters Score -1608715 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6704 members 
Mstep: Class 2 contains 6030 members 
Entering Unmasked Estep 
Score: -1609104.500000 Penalty: 3071.910156
	Iteration 10Q: 3 clusters Score -1609104 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6501 members 
Mstep: Class 2 contains 6233 members 
Entering Unmasked Estep 
Score: -1609562.875000 Penalty: 3071.910156
	Iteration 11Q: 3 clusters Score -1609563 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6351 members 
Mstep: Class 2 contains 6383 members 
Entering Unmasked Estep 
Score: -1609909.875000 Penalty: 3071.910156
	Iteration 12Q: 3 clusters Score -1609910 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6250 members 
Mstep: Class 2 contains 6484 members 
Entering Unmasked Estep 
Score: -1610158.250000 Penalty: 3071.910156
	Iteration 13Q: 3 clusters Score -1610158 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6209 members 
Mstep: Class 2 contains 6525 members 
Entering Unmasked Estep 
Score: -1610280.500000 Penalty: 3071.910156
	Iteration 14Q: 3 clusters Score -1610280 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6184 members 
Mstep: Class 2 contains 6550 members 
Entering Unmasked Estep 
Score: -1610363.375000 Penalty: 3071.910156
	Iteration 15Q: 3 clusters Score -1610363 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6204 members 
Mstep: Class 2 contains 6530 members 
Entering Unmasked Estep 
Score: -1610425.500000 Penalty: 3071.910156
	Iteration 16Q: 3 clusters Score -1610426 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6230 members 
Mstep: Class 2 contains 6504 members 
Entering Unmasked Estep 
Score: -1610492.000000 Penalty: 3071.910156
	Iteration 17Q: 3 clusters Score -1610492 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6272 members 
Mstep: Class 2 contains 6462 members 
Entering Unmasked Estep 
Score: -1610551.250000 Penalty: 3071.910156
	Iteration 18Q: 3 clusters Score -1610551 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6332 members 
Mstep: Class 2 contains 6402 members 
Entering Unmasked Estep 
Score: -1610641.375000 Penalty: 3071.910156
	Iteration 19Q: 3 clusters Score -1610641 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6427 members 
Mstep: Class 2 contains 6307 members 
Entering Unmasked Estep 
Score: -1610760.750000 Penalty: 3071.910156
	Iteration 20F: 3 clusters Score -1610761 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6528 members 
Mstep: Class 2 contains 6206 members 
Entering Unmasked Estep 
Score: -1610938.750000 Penalty: 3071.910156
	Iteration 21Q: 3 clusters Score -1610939 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6634 members 
Mstep: Class 2 contains 6100 members 
Entering Unmasked Estep 
Score: -1611147.250000 Penalty: 3071.910156
	Iteration 22Q: 3 clusters Score -1611147 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6712 members 
Mstep: Class 2 contains 6022 members 
Entering Unmasked Estep 
Score: -1611295.000000 Penalty: 3071.910156
	Iteration 23Q: 3 clusters Score -1611295 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6757 members 
Mstep: Class 2 contains 5977 members 
Entering Unmasked Estep 
Score: -1611353.250000 Penalty: 3071.910156
	Iteration 24Q: 3 clusters Score -1611353 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6770 members 
Mstep: Class 2 contains 5964 members 
Entering Unmasked Estep 
Score: -1611377.000000 Penalty: 3071.910156
	Iteration 25Q: 3 clusters Score -1611377 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6779 members 
Mstep: Class 2 contains 5955 members 
Entering Unmasked Estep 
Score: -1611389.250000 Penalty: 3071.910156
	Iteration 26Q: 3 clusters Score -1611389 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6787 members 
Mstep: Class 2 contains 5947 members 
Entering Unmasked Estep 
Score: -1611401.500000 Penalty: 3071.910156
	Iteration 27Q: 3 clusters Score -1611402 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6788 members 
Mstep: Class 2 contains 5946 members 
Entering Unmasked Estep 
Score: -1611398.625000 Penalty: 3071.910156
	Iteration 28Q: 3 clusters Score -1611399 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6791 members 
Mstep: Class 2 contains 5943 members 
Entering Unmasked Estep 
Score: -1611396.625000 Penalty: 3071.910156
	Iteration 29Q: 3 clusters Score -1611397 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6794 members 
Mstep: Class 2 contains 5940 members 
Entering Unmasked Estep 
Score: -1611393.750000 Penalty: 3071.910156
	Iteration 30Q: 3 clusters Score -1611394 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6800 members 
Mstep: Class 2 contains 5934 members 
Entering Unmasked Estep 
Score: -1611396.625000 Penalty: 3071.910156
	Iteration 31Q: 3 clusters Score -1611397 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6801 members 
Mstep: Class 2 contains 5933 members 
Entering Unmasked Estep 
Score: -1611398.875000 Penalty: 3071.910156
	Iteration 32Q: 3 clusters Score -1611399 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6802 members 
Mstep: Class 2 contains 5932 members 
Entering Unmasked Estep 
Score: -1611397.750000 Penalty: 3071.910156
	Iteration 33Q: 3 clusters Score -1611398 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6802 members 
Mstep: Class 2 contains 5932 members 
Entering Unmasked Estep 
Score: -1611397.750000 Penalty: 3071.910156
	Iteration 34F: 3 clusters Score -1611398 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 13549 members 
Mstep: Class 2 contains 27246 members 
Mstep: Class 3 contains 50977 members 
Mstep: Class 4 contains 8012 members 
Mstep: Class 5 contains 4317 members 
Mstep: Class 6 contains 3994 members 
Mstep: Class 7 contains 74564 members 
Mstep: Class 8 contains 21027 members 
Mstep: Class 9 contains 21421 members 
Mstep: Class 10 contains 33508 members 
Mstep: Class 11 contains 42964 members 
Mstep: Class 12 contains 12381 members 
Mstep: Class 13 contains 17283 members 
Mstep: Class 14 contains 17909 members 
Mstep: Class 15 contains 466 members 
Mstep: Class 16 contains 8563 members 
Mstep: Class 17 contains 6309 members 
Mstep: Class 18 contains 2837 members 
Mstep: Class 19 contains 3255 members 
Mstep: Class 20 contains 32214 members 
Mstep: Class 21 contains 36490 members 
Mstep: Class 22 contains 25833 members 
Mstep: Class 23 contains 4691 members 
Mstep: Class 24 contains 33624 members 
Mstep: Class 25 contains 2464 members 
Mstep: Class 26 contains 9772 members 
Mstep: Class 27 contains 4500 members 
Mstep: Class 28 contains 37592 members 
Mstep: Class 29 contains 4551 members 
Mstep: Class 30 contains 1815 members 
Mstep: Class 31 contains 3335 members 
Mstep: Class 32 contains 985 members 
Mstep: Class 33 contains 15800 members 
Mstep: Class 34 contains 2876 members 
Mstep: Class 35 contains 148246 members 
Mstep: Class 36 contains 11365 members 
Mstep: Class 37 contains 1744 members 
Mstep: Class 38 contains 22625 members 
Mstep: Class 39 contains 2377 members 
Mstep: Class 40 contains 5932 members 
Mstep: Class 41 contains 11947 members 
Mstep: Class 42 contains 17615 members 
Mstep: Class 43 contains 6802 members 
Mstep: Class 44 contains 685 members 
Mstep: Class 45 contains 2166 members 
Mstep: Class 46 contains 1946 members 
Entering Unmasked Estep 
Score: -100301424.000000 Penalty: 101793.265625
Splitting cluster 43 changes total score from -100301792.000000 to -100301424.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 44 (685 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Entering Unmasked Estep 
Score: -85209.859375 Penalty: 1061.030518
	Iteration 0F: 2 clusters Score -85209.86 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 339 members 
Entering Unmasked Estep 
Score: -83979.531250 Penalty: 2122.061035
	Iteration 0F: 3 clusters Score -83979.53 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -84156.203125 Penalty: 2122.061035
	Iteration 1F: 3 clusters Score -84156.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -84201.453125 Penalty: 2122.061035
	Iteration 2F: 3 clusters Score -84201.45 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -84226.734375 Penalty: 2122.061035
	Iteration 3Q: 3 clusters Score -84226.73 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -84246.046875 Penalty: 2122.061035
	Iteration 4Q: 3 clusters Score -84246.05 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -84260.914062 Penalty: 2122.061035
	Iteration 5Q: 3 clusters Score -84260.91 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -84275.382812 Penalty: 2122.061035
	Iteration 6Q: 3 clusters Score -84275.38 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -84283.320312 Penalty: 2122.061035
	Iteration 7Q: 3 clusters Score -84283.32 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -84292.804688 Penalty: 2122.061035
	Iteration 8Q: 3 clusters Score -84292.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -84297.460938 Penalty: 2122.061035
	Iteration 9Q: 3 clusters Score -84297.46 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -84302.328125 Penalty: 2122.061035
	Iteration 10Q: 3 clusters Score -84302.33 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -84308.296875 Penalty: 2122.061035
	Iteration 11Q: 3 clusters Score -84308.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -84310.203125 Penalty: 2122.061035
	Iteration 12Q: 3 clusters Score -84310.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -84311.359375 Penalty: 2122.061035
	Iteration 13Q: 3 clusters Score -84311.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -84313.468750 Penalty: 2122.061035
	Iteration 14Q: 3 clusters Score -84313.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -84313.468750 Penalty: 2122.061035
	Iteration 15F: 3 clusters Score -84313.47 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (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: -249325.187500 Penalty: 1248.103516
	Iteration 0F: 2 clusters Score -249325.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -247271.500000 Penalty: 2496.207031
	Iteration 0F: 3 clusters Score -247271.5 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -248305.984375 Penalty: 2496.207031
	Iteration 1F: 3 clusters Score -248306 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -248923.625000 Penalty: 2496.207031
	Iteration 2F: 3 clusters Score -248923.6 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -249377.250000 Penalty: 2496.207031
	Iteration 3F: 3 clusters Score -249377.2 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -249594.890625 Penalty: 2496.207031
	Iteration 4F: 3 clusters Score -249594.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -249700.515625 Penalty: 2496.207031
	Iteration 5Q: 3 clusters Score -249700.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -249735.625000 Penalty: 2496.207031
	Iteration 6Q: 3 clusters Score -249735.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -249746.562500 Penalty: 2496.207031
	Iteration 7Q: 3 clusters Score -249746.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -249750.828125 Penalty: 2496.207031
	Iteration 8Q: 3 clusters Score -249750.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -249753.828125 Penalty: 2496.207031
	Iteration 9Q: 3 clusters Score -249753.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -249754.500000 Penalty: 2496.207031
	Iteration 10Q: 3 clusters Score -249754.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -249754.515625 Penalty: 2496.207031
	Iteration 11Q: 3 clusters Score -249754.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -249754.515625 Penalty: 2496.207031
	Iteration 12F: 3 clusters Score -249754.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 13549 members 
Mstep: Class 2 contains 27246 members 
Mstep: Class 3 contains 50977 members 
Mstep: Class 4 contains 8012 members 
Mstep: Class 5 contains 4317 members 
Mstep: Class 6 contains 3994 members 
Mstep: Class 7 contains 74564 members 
Mstep: Class 8 contains 21027 members 
Mstep: Class 9 contains 21421 members 
Mstep: Class 10 contains 33508 members 
Mstep: Class 11 contains 42964 members 
Mstep: Class 12 contains 12381 members 
Mstep: Class 13 contains 17283 members 
Mstep: Class 14 contains 17909 members 
Mstep: Class 15 contains 466 members 
Mstep: Class 16 contains 8563 members 
Mstep: Class 17 contains 6309 members 
Mstep: Class 18 contains 2837 members 
Mstep: Class 19 contains 3255 members 
Mstep: Class 20 contains 32214 members 
Mstep: Class 21 contains 36490 members 
Mstep: Class 22 contains 25833 members 
Mstep: Class 23 contains 4691 members 
Mstep: Class 24 contains 33624 members 
Mstep: Class 25 contains 2464 members 
Mstep: Class 26 contains 9772 members 
Mstep: Class 27 contains 4500 members 
Mstep: Class 28 contains 37592 members 
Mstep: Class 29 contains 4551 members 
Mstep: Class 30 contains 1815 members 
Mstep: Class 31 contains 3335 members 
Mstep: Class 32 contains 985 members 
Mstep: Class 33 contains 15800 members 
Mstep: Class 34 contains 2876 members 
Mstep: Class 35 contains 148246 members 
Mstep: Class 36 contains 11365 members 
Mstep: Class 37 contains 1744 members 
Mstep: Class 38 contains 22625 members 
Mstep: Class 39 contains 2377 members 
Mstep: Class 40 contains 861 members 
Mstep: Class 41 contains 11947 members 
Mstep: Class 42 contains 17615 members 
Mstep: Class 43 contains 12734 members 
Mstep: Class 44 contains 685 members 
Mstep: Class 45 contains 1305 members 
Mstep: Class 46 contains 1946 members 
Entering Unmasked Estep 
Score: -100301192.000000 Penalty: 101793.265625
Splitting cluster 45 changes total score from -100301792.000000 to -100301192.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 46 (1946 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Entering Unmasked Estep 
Score: -241124.171875 Penalty: 1230.698853
	Iteration 0F: 2 clusters Score -241124.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -239093.984375 Penalty: 2461.397705
	Iteration 0F: 3 clusters Score -239094 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -239635.578125 Penalty: 2461.397705
	Iteration 1F: 3 clusters Score -239635.6 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -239898.234375 Penalty: 2461.397705
	Iteration 2F: 3 clusters Score -239898.2 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -240146.218750 Penalty: 2461.397705
	Iteration 3F: 3 clusters Score -240146.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -240361.718750 Penalty: 2461.397705
	Iteration 4F: 3 clusters Score -240361.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -240472.312500 Penalty: 2461.397705
	Iteration 5Q: 3 clusters Score -240472.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -240520.359375 Penalty: 2461.397705
	Iteration 6Q: 3 clusters Score -240520.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -240546.312500 Penalty: 2461.397705
	Iteration 7Q: 3 clusters Score -240546.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -240566.468750 Penalty: 2461.397705
	Iteration 8Q: 3 clusters Score -240566.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -240579.656250 Penalty: 2461.397705
	Iteration 9Q: 3 clusters Score -240579.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -240584.734375 Penalty: 2461.397705
	Iteration 10Q: 3 clusters Score -240584.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -240587.031250 Penalty: 2461.397705
	Iteration 11Q: 3 clusters Score -240587 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -240589.546875 Penalty: 2461.397705
	Iteration 12Q: 3 clusters Score -240589.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -240593.640625 Penalty: 2461.397705
	Iteration 13Q: 3 clusters Score -240593.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -240594.796875 Penalty: 2461.397705
	Iteration 14Q: 3 clusters Score -240594.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -240595.515625 Penalty: 2461.397705
	Iteration 15Q: 3 clusters Score -240595.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -240595.921875 Penalty: 2461.397705
	Iteration 16Q: 3 clusters Score -240595.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -240597.125000 Penalty: 2461.397705
	Iteration 17Q: 3 clusters Score -240597.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -240599.296875 Penalty: 2461.397705
	Iteration 18Q: 3 clusters Score -240599.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -240599.765625 Penalty: 2461.397705
	Iteration 19Q: 3 clusters Score -240599.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -240599.765625 Penalty: 2461.397705
	Iteration 20F: 3 clusters Score -240599.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 13549 members 
Mstep: Class 2 contains 27246 members 
Mstep: Class 3 contains 50977 members 
Mstep: Class 4 contains 8012 members 
Mstep: Class 5 contains 4317 members 
Mstep: Class 6 contains 3994 members 
Mstep: Class 7 contains 74564 members 
Mstep: Class 8 contains 21027 members 
Mstep: Class 9 contains 21421 members 
Mstep: Class 10 contains 33508 members 
Mstep: Class 11 contains 42964 members 
Mstep: Class 12 contains 12381 members 
Mstep: Class 13 contains 17283 members 
Mstep: Class 14 contains 17909 members 
Mstep: Class 15 contains 466 members 
Mstep: Class 16 contains 8563 members 
Mstep: Class 17 contains 6309 members 
Mstep: Class 18 contains 2837 members 
Mstep: Class 19 contains 3255 members 
Mstep: Class 20 contains 32214 members 
Mstep: Class 21 contains 36490 members 
Mstep: Class 22 contains 25833 members 
Mstep: Class 23 contains 4691 members 
Mstep: Class 24 contains 33624 members 
Mstep: Class 25 contains 2464 members 
Mstep: Class 26 contains 9772 members 
Mstep: Class 27 contains 4500 members 
Mstep: Class 28 contains 37592 members 
Mstep: Class 29 contains 4551 members 
Mstep: Class 30 contains 1815 members 
Mstep: Class 31 contains 3335 members 
Mstep: Class 32 contains 985 members 
Mstep: Class 33 contains 15800 members 
Mstep: Class 34 contains 2876 members 
Mstep: Class 35 contains 148246 members 
Mstep: Class 36 contains 11365 members 
Mstep: Class 37 contains 1744 members 
Mstep: Class 38 contains 22625 members 
Mstep: Class 39 contains 2377 members 
Mstep: Class 41 contains 11947 members 
Mstep: Class 42 contains 17615 members 
Mstep: Class 43 contains 12734 members 
Mstep: Class 44 contains 685 members 
Mstep: Class 45 contains 2166 members 
Mstep: Class 46 contains 1946 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100301688.000000 Penalty: 99580.367188
Iteration 119Q: 46 clusters Score -1.003017e+08 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 13549 members 
Mstep: Class 2 contains 27249 members 
Mstep: Class 3 contains 50963 members 
Mstep: Class 4 contains 8005 members 
Mstep: Class 5 contains 4328 members 
Mstep: Class 6 contains 3999 members 
Mstep: Class 7 contains 74562 members 
Mstep: Class 8 contains 20932 members 
Mstep: Class 9 contains 21427 members 
Mstep: Class 10 contains 33502 members 
Mstep: Class 11 contains 43018 members 
Mstep: Class 12 contains 12386 members 
Mstep: Class 13 contains 17290 members 
Mstep: Class 14 contains 17909 members 
Mstep: Class 15 contains 466 members 
Mstep: Class 16 contains 8562 members 
Mstep: Class 17 contains 6308 members 
Mstep: Class 18 contains 2838 members 
Mstep: Class 19 contains 3255 members 
Mstep: Class 20 contains 32222 members 
Mstep: Class 21 contains 36486 members 
Mstep: Class 22 contains 25835 members 
Mstep: Class 23 contains 4710 members 
Mstep: Class 24 contains 33634 members 
Mstep: Class 25 contains 2466 members 
Mstep: Class 26 contains 9770 members 
Mstep: Class 27 contains 4495 members 
Mstep: Class 28 contains 37600 members 
Mstep: Class 29 contains 4544 members 
Mstep: Class 30 contains 1815 members 
Mstep: Class 31 contains 3333 members 
Mstep: Class 32 contains 985 members 
Mstep: Class 33 contains 15798 members 
Mstep: Class 34 contains 2881 members 
Mstep: Class 35 contains 148247 members 
Mstep: Class 36 contains 11382 members 
Mstep: Class 37 contains 1745 members 
Mstep: Class 38 contains 22622 members 
Mstep: Class 39 contains 2389 members 
Mstep: Class 41 contains 11938 members 
Mstep: Class 42 contains 17597 members 
Mstep: Class 43 contains 12736 members 
Mstep: Class 44 contains 685 members 
Mstep: Class 45 contains 2165 members 
Mstep: Class 46 contains 1946 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100301712.000000 Penalty: 99580.367188
Iteration 120F: 46 clusters Score -1.003017e+08 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 13548 members 
Mstep: Class 2 contains 27247 members 
Mstep: Class 3 contains 50947 members 
Mstep: Class 4 contains 8001 members 
Mstep: Class 5 contains 4338 members 
Mstep: Class 6 contains 3999 members 
Mstep: Class 7 contains 74562 members 
Mstep: Class 8 contains 20828 members 
Mstep: Class 9 contains 21432 members 
Mstep: Class 10 contains 33497 members 
Mstep: Class 11 contains 43076 members 
Mstep: Class 12 contains 12387 members 
Mstep: Class 13 contains 17293 members 
Mstep: Class 14 contains 17911 members 
Mstep: Class 15 contains 466 members 
Mstep: Class 16 contains 8562 members 
Mstep: Class 17 contains 6314 members 
Mstep: Class 18 contains 2839 members 
Mstep: Class 19 contains 3256 members 
Mstep: Class 20 contains 32234 members 
Mstep: Class 21 contains 36481 members 
Mstep: Class 22 contains 25839 members 
Mstep: Class 23 contains 4720 members 
Mstep: Class 24 contains 33642 members 
Mstep: Class 25 contains 2467 members 
Mstep: Class 26 contains 9772 members 
Mstep: Class 27 contains 4489 members 
Mstep: Class 28 contains 37617 members 
Mstep: Class 29 contains 4544 members 
Mstep: Class 30 contains 1815 members 
Mstep: Class 31 contains 3330 members 
Mstep: Class 32 contains 985 members 
Mstep: Class 33 contains 15796 members 
Mstep: Class 34 contains 2888 members 
Mstep: Class 35 contains 148240 members 
Mstep: Class 36 contains 11385 members 
Mstep: Class 37 contains 1750 members 
Mstep: Class 38 contains 22620 members 
Mstep: Class 39 contains 2402 members 
Mstep: Class 41 contains 11934 members 
Mstep: Class 42 contains 17586 members 
Mstep: Class 43 contains 12737 members 
Mstep: Class 44 contains 685 members 
Mstep: Class 45 contains 2167 members 
Mstep: Class 46 contains 1946 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100301800.000000 Penalty: 99580.367188
Iteration 121Q: 46 clusters Score -1.003018e+08 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 13546 members 
Mstep: Class 2 contains 27247 members 
Mstep: Class 3 contains 50938 members 
Mstep: Class 4 contains 7996 members 
Mstep: Class 5 contains 4350 members 
Mstep: Class 6 contains 4002 members 
Mstep: Class 7 contains 74565 members 
Mstep: Class 8 contains 20731 members 
Mstep: Class 9 contains 21431 members 
Mstep: Class 10 contains 33497 members 
Mstep: Class 11 contains 43133 members 
Mstep: Class 12 contains 12389 members 
Mstep: Class 13 contains 17295 members 
Mstep: Class 14 contains 17909 members 
Mstep: Class 15 contains 466 members 
Mstep: Class 16 contains 8561 members 
Mstep: Class 17 contains 6315 members 
Mstep: Class 18 contains 2837 members 
Mstep: Class 19 contains 3254 members 
Mstep: Class 20 contains 32246 members 
Mstep: Class 21 contains 36476 members 
Mstep: Class 22 contains 25834 members 
Mstep: Class 23 contains 4730 members 
Mstep: Class 24 contains 33648 members 
Mstep: Class 25 contains 2466 members 
Mstep: Class 26 contains 9773 members 
Mstep: Class 27 contains 4484 members 
Mstep: Class 28 contains 37636 members 
Mstep: Class 29 contains 4543 members 
Mstep: Class 30 contains 1815 members 
Mstep: Class 31 contains 3328 members 
Mstep: Class 32 contains 985 members 
Mstep: Class 33 contains 15797 members 
Mstep: Class 34 contains 2901 members 
Mstep: Class 35 contains 148226 members 
Mstep: Class 36 contains 11390 members 
Mstep: Class 37 contains 1752 members 
Mstep: Class 38 contains 22619 members 
Mstep: Class 39 contains 2420 members 
Mstep: Class 41 contains 11927 members 
Mstep: Class 42 contains 17582 members 
Mstep: Class 43 contains 12736 members 
Mstep: Class 44 contains 685 members 
Mstep: Class 45 contains 2167 members 
Mstep: Class 46 contains 1946 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100301808.000000 Penalty: 99580.367188
Iteration 122Q: 46 clusters Score -1.003018e+08 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 13544 members 
Mstep: Class 2 contains 27248 members 
Mstep: Class 3 contains 50931 members 
Mstep: Class 4 contains 7996 members 
Mstep: Class 5 contains 4365 members 
Mstep: Class 6 contains 4002 members 
Mstep: Class 7 contains 74568 members 
Mstep: Class 8 contains 20603 members 
Mstep: Class 9 contains 21438 members 
Mstep: Class 10 contains 33499 members 
Mstep: Class 11 contains 43197 members 
Mstep: Class 12 contains 12392 members 
Mstep: Class 13 contains 17296 members 
Mstep: Class 14 contains 17906 members 
Mstep: Class 15 contains 466 members 
Mstep: Class 16 contains 8562 members 
Mstep: Class 17 contains 6316 members 
Mstep: Class 18 contains 2838 members 
Mstep: Class 19 contains 3254 members 
Mstep: Class 20 contains 32261 members 
Mstep: Class 21 contains 36476 members 
Mstep: Class 22 contains 25829 members 
Mstep: Class 23 contains 4732 members 
Mstep: Class 24 contains 33651 members 
Mstep: Class 25 contains 2467 members 
Mstep: Class 26 contains 9774 members 
Mstep: Class 27 contains 4487 members 
Mstep: Class 28 contains 37644 members 
Mstep: Class 29 contains 4541 members 
Mstep: Class 30 contains 1816 members 
Mstep: Class 31 contains 3326 members 
Mstep: Class 32 contains 985 members 
Mstep: Class 33 contains 15803 members 
Mstep: Class 34 contains 2915 members 
Mstep: Class 35 contains 148214 members 
Mstep: Class 36 contains 11396 members 
Mstep: Class 37 contains 1753 members 
Mstep: Class 38 contains 22618 members 
Mstep: Class 39 contains 2437 members 
Mstep: Class 41 contains 11921 members 
Mstep: Class 42 contains 17570 members 
Mstep: Class 43 contains 12739 members 
Mstep: Class 44 contains 685 members 
Mstep: Class 45 contains 2167 members 
Mstep: Class 46 contains 1946 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100301864.000000 Penalty: 99580.367188
Iteration 123Q: 46 clusters Score -1.003019e+08 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 13543 members 
Mstep: Class 2 contains 27249 members 
Mstep: Class 3 contains 50916 members 
Mstep: Class 4 contains 7995 members 
Mstep: Class 5 contains 4376 members 
Mstep: Class 6 contains 4006 members 
Mstep: Class 7 contains 74566 members 
Mstep: Class 8 contains 20484 members 
Mstep: Class 9 contains 21445 members 
Mstep: Class 10 contains 33500 members 
Mstep: Class 11 contains 43255 members 
Mstep: Class 12 contains 12395 members 
Mstep: Class 13 contains 17302 members 
Mstep: Class 14 contains 17909 members 
Mstep: Class 15 contains 466 members 
Mstep: Class 16 contains 8563 members 
Mstep: Class 17 contains 6320 members 
Mstep: Class 18 contains 2838 members 
Mstep: Class 19 contains 3254 members 
Mstep: Class 20 contains 32279 members 
Mstep: Class 21 contains 36474 members 
Mstep: Class 22 contains 25833 members 
Mstep: Class 23 contains 4729 members 
Mstep: Class 24 contains 33652 members 
Mstep: Class 25 contains 2467 members 
Mstep: Class 26 contains 9775 members 
Mstep: Class 27 contains 4489 members 
Mstep: Class 28 contains 37657 members 
Mstep: Class 29 contains 4539 members 
Mstep: Class 30 contains 1816 members 
Mstep: Class 31 contains 3326 members 
Mstep: Class 32 contains 985 members 
Mstep: Class 33 contains 15806 members 
Mstep: Class 34 contains 2925 members 
Mstep: Class 35 contains 148203 members 
Mstep: Class 36 contains 11393 members 
Mstep: Class 37 contains 1754 members 
Mstep: Class 38 contains 22618 members 
Mstep: Class 39 contains 2445 members 
Mstep: Class 41 contains 11914 members 
Mstep: Class 42 contains 17568 members 
Mstep: Class 43 contains 12747 members 
Mstep: Class 44 contains 685 members 
Mstep: Class 45 contains 2167 members 
Mstep: Class 46 contains 1946 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100301848.000000 Penalty: 99580.367188
Iteration 124Q: 46 clusters Score -1.003018e+08 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 13542 members 
Mstep: Class 2 contains 27248 members 
Mstep: Class 3 contains 50909 members 
Mstep: Class 4 contains 7992 members 
Mstep: Class 5 contains 4382 members 
Mstep: Class 6 contains 4011 members 
Mstep: Class 7 contains 74573 members 
Mstep: Class 8 contains 20353 members 
Mstep: Class 9 contains 21454 members 
Mstep: Class 10 contains 33503 members 
Mstep: Class 11 contains 43328 members 
Mstep: Class 12 contains 12397 members 
Mstep: Class 13 contains 17304 members 
Mstep: Class 14 contains 17908 members 
Mstep: Class 15 contains 466 members 
Mstep: Class 16 contains 8563 members 
Mstep: Class 17 contains 6323 members 
Mstep: Class 18 contains 2838 members 
Mstep: Class 19 contains 3254 members 
Mstep: Class 20 contains 32300 members 
Mstep: Class 21 contains 36472 members 
Mstep: Class 22 contains 25826 members 
Mstep: Class 23 contains 4739 members 
Mstep: Class 24 contains 33655 members 
Mstep: Class 25 contains 2467 members 
Mstep: Class 26 contains 9778 members 
Mstep: Class 27 contains 4489 members 
Mstep: Class 28 contains 37670 members 
Mstep: Class 29 contains 4536 members 
Mstep: Class 30 contains 1817 members 
Mstep: Class 31 contains 3325 members 
Mstep: Class 32 contains 985 members 
Mstep: Class 33 contains 15813 members 
Mstep: Class 34 contains 2931 members 
Mstep: Class 35 contains 148192 members 
Mstep: Class 36 contains 11388 members 
Mstep: Class 37 contains 1757 members 
Mstep: Class 38 contains 22618 members 
Mstep: Class 39 contains 2451 members 
Mstep: Class 41 contains 11915 members 
Mstep: Class 42 contains 17555 members 
Mstep: Class 43 contains 12749 members 
Mstep: Class 44 contains 685 members 
Mstep: Class 45 contains 2167 members 
Mstep: Class 46 contains 1946 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100302048.000000 Penalty: 99580.367188
Iteration 125Q: 46 clusters Score -1.00302e+08 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 13540 members 
Mstep: Class 2 contains 27249 members 
Mstep: Class 3 contains 50901 members 
Mstep: Class 4 contains 7990 members 
Mstep: Class 5 contains 4387 members 
Mstep: Class 6 contains 4011 members 
Mstep: Class 7 contains 74577 members 
Mstep: Class 8 contains 20225 members 
Mstep: Class 9 contains 21457 members 
Mstep: Class 10 contains 33512 members 
Mstep: Class 11 contains 43421 members 
Mstep: Class 12 contains 12398 members 
Mstep: Class 13 contains 17301 members 
Mstep: Class 14 contains 17905 members 
Mstep: Class 15 contains 466 members 
Mstep: Class 16 contains 8563 members 
Mstep: Class 17 contains 6324 members 
Mstep: Class 18 contains 2838 members 
Mstep: Class 19 contains 3254 members 
Mstep: Class 20 contains 32310 members 
Mstep: Class 21 contains 36475 members 
Mstep: Class 22 contains 25821 members 
Mstep: Class 23 contains 4753 members 
Mstep: Class 24 contains 33657 members 
Mstep: Class 25 contains 2467 members 
Mstep: Class 26 contains 9781 members 
Mstep: Class 27 contains 4489 members 
Mstep: Class 28 contains 37685 members 
Mstep: Class 29 contains 4535 members 
Mstep: Class 30 contains 1818 members 
Mstep: Class 31 contains 3323 members 
Mstep: Class 32 contains 985 members 
Mstep: Class 33 contains 15825 members 
Mstep: Class 34 contains 2934 members 
Mstep: Class 35 contains 148176 members 
Mstep: Class 36 contains 11387 members 
Mstep: Class 37 contains 1757 members 
Mstep: Class 38 contains 22618 members 
Mstep: Class 39 contains 2453 members 
Mstep: Class 41 contains 11910 members 
Mstep: Class 42 contains 17547 members 
Mstep: Class 43 contains 12751 members 
Mstep: Class 44 contains 685 members 
Mstep: Class 45 contains 2167 members 
Mstep: Class 46 contains 1946 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100302136.000000 Penalty: 99580.367188
Iteration 126Q: 46 clusters Score -1.003021e+08 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 13538 members 
Mstep: Class 2 contains 27250 members 
Mstep: Class 3 contains 50891 members 
Mstep: Class 4 contains 7987 members 
Mstep: Class 5 contains 4396 members 
Mstep: Class 6 contains 4009 members 
Mstep: Class 7 contains 74577 members 
Mstep: Class 8 contains 20080 members 
Mstep: Class 9 contains 21463 members 
Mstep: Class 10 contains 33518 members 
Mstep: Class 11 contains 43528 members 
Mstep: Class 12 contains 12399 members 
Mstep: Class 13 contains 17303 members 
Mstep: Class 14 contains 17903 members 
Mstep: Class 15 contains 466 members 
Mstep: Class 16 contains 8563 members 
Mstep: Class 17 contains 6324 members 
Mstep: Class 18 contains 2839 members 
Mstep: Class 19 contains 3255 members 
Mstep: Class 20 contains 32330 members 
Mstep: Class 21 contains 36473 members 
Mstep: Class 22 contains 25820 members 
Mstep: Class 23 contains 4766 members 
Mstep: Class 24 contains 33657 members 
Mstep: Class 25 contains 2466 members 
Mstep: Class 26 contains 9781 members 
Mstep: Class 27 contains 4486 members 
Mstep: Class 28 contains 37699 members 
Mstep: Class 29 contains 4535 members 
Mstep: Class 30 contains 1819 members 
Mstep: Class 31 contains 3323 members 
Mstep: Class 32 contains 985 members 
Mstep: Class 33 contains 15827 members 
Mstep: Class 34 contains 2939 members 
Mstep: Class 35 contains 148160 members 
Mstep: Class 36 contains 11389 members 
Mstep: Class 37 contains 1759 members 
Mstep: Class 38 contains 22618 members 
Mstep: Class 39 contains 2459 members 
Mstep: Class 41 contains 11903 members 
Mstep: Class 42 contains 17541 members 
Mstep: Class 43 contains 12752 members 
Mstep: Class 44 contains 685 members 
Mstep: Class 45 contains 2167 members 
Mstep: Class 46 contains 1946 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100302160.000000 Penalty: 99580.367188
Iteration 127Q: 46 clusters Score -1.003022e+08 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 13538 members 
Mstep: Class 2 contains 27252 members 
Mstep: Class 3 contains 50874 members 
Mstep: Class 4 contains 7983 members 
Mstep: Class 5 contains 4403 members 
Mstep: Class 6 contains 4009 members 
Mstep: Class 7 contains 74579 members 
Mstep: Class 8 contains 19915 members 
Mstep: Class 9 contains 21470 members 
Mstep: Class 10 contains 33526 members 
Mstep: Class 11 contains 43622 members 
Mstep: Class 12 contains 12400 members 
Mstep: Class 13 contains 17302 members 
Mstep: Class 14 contains 17904 members 
Mstep: Class 15 contains 466 members 
Mstep: Class 16 contains 8562 members 
Mstep: Class 17 contains 6325 members 
Mstep: Class 18 contains 2839 members 
Mstep: Class 19 contains 3257 members 
Mstep: Class 20 contains 32355 members 
Mstep: Class 21 contains 36481 members 
Mstep: Class 22 contains 25817 members 
Mstep: Class 23 contains 4772 members 
Mstep: Class 24 contains 33654 members 
Mstep: Class 25 contains 2466 members 
Mstep: Class 26 contains 9781 members 
Mstep: Class 27 contains 4487 members 
Mstep: Class 28 contains 37728 members 
Mstep: Class 29 contains 4533 members 
Mstep: Class 30 contains 1819 members 
Mstep: Class 31 contains 3322 members 
Mstep: Class 32 contains 985 members 
Mstep: Class 33 contains 15837 members 
Mstep: Class 34 contains 2942 members 
Mstep: Class 35 contains 148149 members 
Mstep: Class 36 contains 11388 members 
Mstep: Class 37 contains 1759 members 
Mstep: Class 38 contains 22617 members 
Mstep: Class 39 contains 2462 members 
Mstep: Class 41 contains 11901 members 
Mstep: Class 42 contains 17539 members 
Mstep: Class 43 contains 12756 members 
Mstep: Class 44 contains 685 members 
Mstep: Class 45 contains 2167 members 
Mstep: Class 46 contains 1946 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100302152.000000 Penalty: 99580.367188
Iteration 128Q: 46 clusters Score -1.003022e+08 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 13538 members 
Mstep: Class 2 contains 27253 members 
Mstep: Class 3 contains 50854 members 
Mstep: Class 4 contains 7982 members 
Mstep: Class 5 contains 4408 members 
Mstep: Class 6 contains 4009 members 
Mstep: Class 7 contains 74580 members 
Mstep: Class 8 contains 19716 members 
Mstep: Class 9 contains 21478 members 
Mstep: Class 10 contains 33543 members 
Mstep: Class 11 contains 43736 members 
Mstep: Class 12 contains 12399 members 
Mstep: Class 13 contains 17302 members 
Mstep: Class 14 contains 17901 members 
Mstep: Class 15 contains 466 members 
Mstep: Class 16 contains 8563 members 
Mstep: Class 17 contains 6324 members 
Mstep: Class 18 contains 2839 members 
Mstep: Class 19 contains 3257 members 
Mstep: Class 20 contains 32375 members 
Mstep: Class 21 contains 36488 members 
Mstep: Class 22 contains 25811 members 
Mstep: Class 23 contains 4775 members 
Mstep: Class 24 contains 33652 members 
Mstep: Class 25 contains 2466 members 
Mstep: Class 26 contains 9782 members 
Mstep: Class 27 contains 4488 members 
Mstep: Class 28 contains 37754 members 
Mstep: Class 29 contains 4532 members 
Mstep: Class 30 contains 1820 members 
Mstep: Class 31 contains 3323 members 
Mstep: Class 32 contains 985 members 
Mstep: Class 33 contains 15844 members 
Mstep: Class 34 contains 2948 members 
Mstep: Class 35 contains 148158 members 
Mstep: Class 36 contains 11387 members 
Mstep: Class 37 contains 1759 members 
Mstep: Class 38 contains 22619 members 
Mstep: Class 39 contains 2464 members 
Mstep: Class 41 contains 11900 members 
Mstep: Class 42 contains 17541 members 
Mstep: Class 43 contains 12758 members 
Mstep: Class 44 contains 685 members 
Mstep: Class 45 contains 2166 members 
Mstep: Class 46 contains 1946 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100301928.000000 Penalty: 99580.367188
Iteration 129Q: 46 clusters Score -1.003019e+08 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 13537 members 
Mstep: Class 2 contains 27254 members 
Mstep: Class 3 contains 50842 members 
Mstep: Class 4 contains 7981 members 
Mstep: Class 5 contains 4410 members 
Mstep: Class 6 contains 4010 members 
Mstep: Class 7 contains 74584 members 
Mstep: Class 8 contains 19508 members 
Mstep: Class 9 contains 21487 members 
Mstep: Class 10 contains 33540 members 
Mstep: Class 11 contains 43858 members 
Mstep: Class 12 contains 12397 members 
Mstep: Class 13 contains 17301 members 
Mstep: Class 14 contains 17904 members 
Mstep: Class 15 contains 466 members 
Mstep: Class 16 contains 8563 members 
Mstep: Class 17 contains 6318 members 
Mstep: Class 18 contains 2840 members 
Mstep: Class 19 contains 3257 members 
Mstep: Class 20 contains 32402 members 
Mstep: Class 21 contains 36495 members 
Mstep: Class 22 contains 25803 members 
Mstep: Class 23 contains 4783 members 
Mstep: Class 24 contains 33651 members 
Mstep: Class 25 contains 2466 members 
Mstep: Class 26 contains 9784 members 
Mstep: Class 27 contains 4490 members 
Mstep: Class 28 contains 37777 members 
Mstep: Class 29 contains 4532 members 
Mstep: Class 30 contains 1820 members 
Mstep: Class 31 contains 3324 members 
Mstep: Class 32 contains 985 members 
Mstep: Class 33 contains 15858 members 
Mstep: Class 34 contains 2957 members 
Mstep: Class 35 contains 148166 members 
Mstep: Class 36 contains 11387 members 
Mstep: Class 37 contains 1759 members 
Mstep: Class 38 contains 22623 members 
Mstep: Class 39 contains 2465 members 
Mstep: Class 41 contains 11900 members 
Mstep: Class 42 contains 17534 members 
Mstep: Class 43 contains 12759 members 
Mstep: Class 44 contains 685 members 
Mstep: Class 45 contains 2166 members 
Mstep: Class 46 contains 1946 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100301928.000000 Penalty: 99580.367188
Iteration 130Q: 46 clusters Score -1.003019e+08 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 13537 members 
Mstep: Class 2 contains 27253 members 
Mstep: Class 3 contains 50836 members 
Mstep: Class 4 contains 7980 members 
Mstep: Class 5 contains 4410 members 
Mstep: Class 6 contains 4008 members 
Mstep: Class 7 contains 74588 members 
Mstep: Class 8 contains 19296 members 
Mstep: Class 9 contains 21501 members 
Mstep: Class 10 contains 33543 members 
Mstep: Class 11 contains 43962 members 
Mstep: Class 12 contains 12396 members 
Mstep: Class 13 contains 17302 members 
Mstep: Class 14 contains 17904 members 
Mstep: Class 15 contains 466 members 
Mstep: Class 16 contains 8563 members 
Mstep: Class 17 contains 6314 members 
Mstep: Class 18 contains 2839 members 
Mstep: Class 19 contains 3257 members 
Mstep: Class 20 contains 32449 members 
Mstep: Class 21 contains 36500 members 
Mstep: Class 22 contains 25801 members 
Mstep: Class 23 contains 4791 members 
Mstep: Class 24 contains 33652 members 
Mstep: Class 25 contains 2466 members 
Mstep: Class 26 contains 9791 members 
Mstep: Class 27 contains 4489 members 
Mstep: Class 28 contains 37788 members 
Mstep: Class 29 contains 4533 members 
Mstep: Class 30 contains 1820 members 
Mstep: Class 31 contains 3324 members 
Mstep: Class 32 contains 985 members 
Mstep: Class 33 contains 15873 members 
Mstep: Class 34 contains 2967 members 
Mstep: Class 35 contains 148169 members 
Mstep: Class 36 contains 11389 members 
Mstep: Class 37 contains 1759 members 
Mstep: Class 38 contains 22627 members 
Mstep: Class 39 contains 2468 members 
Mstep: Class 41 contains 11894 members 
Mstep: Class 42 contains 17530 members 
Mstep: Class 43 contains 12757 members 
Mstep: Class 44 contains 685 members 
Mstep: Class 45 contains 2166 members 
Mstep: Class 46 contains 1946 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100302096.000000 Penalty: 99580.367188
Iteration 131Q: 46 clusters Score -1.003021e+08 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 13537 members 
Mstep: Class 2 contains 27253 members 
Mstep: Class 3 contains 50827 members 
Mstep: Class 4 contains 7979 members 
Mstep: Class 5 contains 4411 members 
Mstep: Class 6 contains 4008 members 
Mstep: Class 7 contains 74590 members 
Mstep: Class 8 contains 19077 members 
Mstep: Class 9 contains 21519 members 
Mstep: Class 10 contains 33554 members 
Mstep: Class 11 contains 44070 members 
Mstep: Class 12 contains 12393 members 
Mstep: Class 13 contains 17304 members 
Mstep: Class 14 contains 17908 members 
Mstep: Class 15 contains 466 members 
Mstep: Class 16 contains 8563 members 
Mstep: Class 17 contains 6308 members 
Mstep: Class 18 contains 2838 members 
Mstep: Class 19 contains 3257 members 
Mstep: Class 20 contains 32503 members 
Mstep: Class 21 contains 36502 members 
Mstep: Class 22 contains 25804 members 
Mstep: Class 23 contains 4800 members 
Mstep: Class 24 contains 33647 members 
Mstep: Class 25 contains 2466 members 
Mstep: Class 26 contains 9791 members 
Mstep: Class 27 contains 4488 members 
Mstep: Class 28 contains 37798 members 
Mstep: Class 29 contains 4532 members 
Mstep: Class 30 contains 1820 members 
Mstep: Class 31 contains 3323 members 
Mstep: Class 32 contains 985 members 
Mstep: Class 33 contains 15895 members 
Mstep: Class 34 contains 2981 members 
Mstep: Class 35 contains 148158 members 
Mstep: Class 36 contains 11397 members 
Mstep: Class 37 contains 1759 members 
Mstep: Class 38 contains 22627 members 
Mstep: Class 39 contains 2472 members 
Mstep: Class 41 contains 11884 members 
Mstep: Class 42 contains 17525 members 
Mstep: Class 43 contains 12758 members 
Mstep: Class 44 contains 685 members 
Mstep: Class 45 contains 2166 members 
Mstep: Class 46 contains 1946 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100302096.000000 Penalty: 99580.367188
Iteration 132Q: 46 clusters Score -1.003021e+08 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 13537 members 
Mstep: Class 2 contains 27255 members 
Mstep: Class 3 contains 50818 members 
Mstep: Class 4 contains 7978 members 
Mstep: Class 5 contains 4412 members 
Mstep: Class 6 contains 4008 members 
Mstep: Class 7 contains 74591 members 
Mstep: Class 8 contains 18865 members 
Mstep: Class 9 contains 21538 members 
Mstep: Class 10 contains 33566 members 
Mstep: Class 11 contains 44194 members 
Mstep: Class 12 contains 12390 members 
Mstep: Class 13 contains 17304 members 
Mstep: Class 14 contains 17908 members 
Mstep: Class 15 contains 466 members 
Mstep: Class 16 contains 8563 members 
Mstep: Class 17 contains 6306 members 
Mstep: Class 18 contains 2836 members 
Mstep: Class 19 contains 3257 members 
Mstep: Class 20 contains 32564 members 
Mstep: Class 21 contains 36504 members 
Mstep: Class 22 contains 25802 members 
Mstep: Class 23 contains 4808 members 
Mstep: Class 24 contains 33638 members 
Mstep: Class 25 contains 2467 members 
Mstep: Class 26 contains 9791 members 
Mstep: Class 27 contains 4489 members 
Mstep: Class 28 contains 37808 members 
Mstep: Class 29 contains 4529 members 
Mstep: Class 30 contains 1820 members 
Mstep: Class 31 contains 3323 members 
Mstep: Class 32 contains 985 members 
Mstep: Class 33 contains 15920 members 
Mstep: Class 34 contains 2992 members 
Mstep: Class 35 contains 148129 members 
Mstep: Class 36 contains 11410 members 
Mstep: Class 37 contains 1759 members 
Mstep: Class 38 contains 22626 members 
Mstep: Class 39 contains 2475 members 
Mstep: Class 41 contains 11874 members 
Mstep: Class 42 contains 17518 members 
Mstep: Class 43 contains 12754 members 
Mstep: Class 44 contains 685 members 
Mstep: Class 45 contains 2166 members 
Mstep: Class 46 contains 1946 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100302248.000000 Penalty: 99580.367188
Iteration 133Q: 46 clusters Score -1.003022e+08 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 13537 members 
Mstep: Class 2 contains 27255 members 
Mstep: Class 3 contains 50809 members 
Mstep: Class 4 contains 7978 members 
Mstep: Class 5 contains 4412 members 
Mstep: Class 6 contains 4005 members 
Mstep: Class 7 contains 74590 members 
Mstep: Class 8 contains 18650 members 
Mstep: Class 9 contains 21557 members 
Mstep: Class 10 contains 33578 members 
Mstep: Class 11 contains 44309 members 
Mstep: Class 12 contains 12387 members 
Mstep: Class 13 contains 17304 members 
Mstep: Class 14 contains 17907 members 
Mstep: Class 15 contains 466 members 
Mstep: Class 16 contains 8563 members 
Mstep: Class 17 contains 6306 members 
Mstep: Class 18 contains 2835 members 
Mstep: Class 19 contains 3257 members 
Mstep: Class 20 contains 32617 members 
Mstep: Class 21 contains 36508 members 
Mstep: Class 22 contains 25802 members 
Mstep: Class 23 contains 4814 members 
Mstep: Class 24 contains 33639 members 
Mstep: Class 25 contains 2467 members 
Mstep: Class 26 contains 9791 members 
Mstep: Class 27 contains 4490 members 
Mstep: Class 28 contains 37822 members 
Mstep: Class 29 contains 4528 members 
Mstep: Class 30 contains 1820 members 
Mstep: Class 31 contains 3323 members 
Mstep: Class 32 contains 985 members 
Mstep: Class 33 contains 15947 members 
Mstep: Class 34 contains 3000 members 
Mstep: Class 35 contains 148099 members 
Mstep: Class 36 contains 11413 members 
Mstep: Class 37 contains 1760 members 
Mstep: Class 38 contains 22624 members 
Mstep: Class 39 contains 2479 members 
Mstep: Class 41 contains 11875 members 
Mstep: Class 42 contains 17513 members 
Mstep: Class 43 contains 12756 members 
Mstep: Class 44 contains 685 members 
Mstep: Class 45 contains 2166 members 
Mstep: Class 46 contains 1946 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100302376.000000 Penalty: 99580.367188
Iteration 134Q: 46 clusters Score -1.003024e+08 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 13537 members 
Mstep: Class 2 contains 27255 members 
Mstep: Class 3 contains 50799 members 
Mstep: Class 4 contains 7978 members 
Mstep: Class 5 contains 4412 members 
Mstep: Class 6 contains 4003 members 
Mstep: Class 7 contains 74588 members 
Mstep: Class 8 contains 18446 members 
Mstep: Class 9 contains 21561 members 
Mstep: Class 10 contains 33591 members 
Mstep: Class 11 contains 44415 members 
Mstep: Class 12 contains 12388 members 
Mstep: Class 13 contains 17304 members 
Mstep: Class 14 contains 17909 members 
Mstep: Class 15 contains 466 members 
Mstep: Class 16 contains 8563 members 
Mstep: Class 17 contains 6303 members 
Mstep: Class 18 contains 2835 members 
Mstep: Class 19 contains 3257 members 
Mstep: Class 20 contains 32668 members 
Mstep: Class 21 contains 36512 members 
Mstep: Class 22 contains 25802 members 
Mstep: Class 23 contains 4816 members 
Mstep: Class 24 contains 33634 members 
Mstep: Class 25 contains 2468 members 
Mstep: Class 26 contains 9791 members 
Mstep: Class 27 contains 4491 members 
Mstep: Class 28 contains 37844 members 
Mstep: Class 29 contains 4528 members 
Mstep: Class 30 contains 1821 members 
Mstep: Class 31 contains 3323 members 
Mstep: Class 32 contains 985 members 
Mstep: Class 33 contains 15977 members 
Mstep: Class 34 contains 3007 members 
Mstep: Class 35 contains 148069 members 
Mstep: Class 36 contains 11421 members 
Mstep: Class 37 contains 1760 members 
Mstep: Class 38 contains 22624 members 
Mstep: Class 39 contains 2485 members 
Mstep: Class 41 contains 11873 members 
Mstep: Class 42 contains 17511 members 
Mstep: Class 43 contains 12757 members 
Mstep: Class 44 contains 685 members 
Mstep: Class 45 contains 2166 members 
Mstep: Class 46 contains 1946 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100302480.000000 Penalty: 99580.367188
Iteration 135Q: 46 clusters Score -1.003025e+08 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 13537 members 
Mstep: Class 2 contains 27255 members 
Mstep: Class 3 contains 50792 members 
Mstep: Class 4 contains 7978 members 
Mstep: Class 5 contains 4412 members 
Mstep: Class 6 contains 4002 members 
Mstep: Class 7 contains 74585 members 
Mstep: Class 8 contains 18262 members 
Mstep: Class 9 contains 21581 members 
Mstep: Class 10 contains 33600 members 
Mstep: Class 11 contains 44500 members 
Mstep: Class 12 contains 12390 members 
Mstep: Class 13 contains 17304 members 
Mstep: Class 14 contains 17911 members 
Mstep: Class 15 contains 466 members 
Mstep: Class 16 contains 8561 members 
Mstep: Class 17 contains 6306 members 
Mstep: Class 18 contains 2836 members 
Mstep: Class 19 contains 3257 members 
Mstep: Class 20 contains 32708 members 
Mstep: Class 21 contains 36518 members 
Mstep: Class 22 contains 25805 members 
Mstep: Class 23 contains 4817 members 
Mstep: Class 24 contains 33631 members 
Mstep: Class 25 contains 2468 members 
Mstep: Class 26 contains 9791 members 
Mstep: Class 27 contains 4492 members 
Mstep: Class 28 contains 37869 members 
Mstep: Class 29 contains 4528 members 
Mstep: Class 30 contains 1821 members 
Mstep: Class 31 contains 3323 members 
Mstep: Class 32 contains 985 members 
Mstep: Class 33 contains 15998 members 
Mstep: Class 34 contains 3009 members 
Mstep: Class 35 contains 148038 members 
Mstep: Class 36 contains 11426 members 
Mstep: Class 37 contains 1760 members 
Mstep: Class 38 contains 22622 members 
Mstep: Class 39 contains 2491 members 
Mstep: Class 41 contains 11868 members 
Mstep: Class 42 contains 17508 members 
Mstep: Class 43 contains 12766 members 
Mstep: Class 44 contains 685 members 
Mstep: Class 45 contains 2166 members 
Mstep: Class 46 contains 1946 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100302560.000000 Penalty: 99580.367188
Iteration 136Q: 46 clusters Score -1.003026e+08 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 13537 members 
Mstep: Class 2 contains 27258 members 
Mstep: Class 3 contains 50784 members 
Mstep: Class 4 contains 7978 members 
Mstep: Class 5 contains 4411 members 
Mstep: Class 6 contains 4001 members 
Mstep: Class 7 contains 74581 members 
Mstep: Class 8 contains 18090 members 
Mstep: Class 9 contains 21597 members 
Mstep: Class 10 contains 33609 members 
Mstep: Class 11 contains 44573 members 
Mstep: Class 12 contains 12391 members 
Mstep: Class 13 contains 17307 members 
Mstep: Class 14 contains 17912 members 
Mstep: Class 15 contains 466 members 
Mstep: Class 16 contains 8561 members 
Mstep: Class 17 contains 6308 members 
Mstep: Class 18 contains 2836 members 
Mstep: Class 19 contains 3257 members 
Mstep: Class 20 contains 32737 members 
Mstep: Class 21 contains 36517 members 
Mstep: Class 22 contains 25810 members 
Mstep: Class 23 contains 4818 members 
Mstep: Class 24 contains 33632 members 
Mstep: Class 25 contains 2470 members 
Mstep: Class 26 contains 9789 members 
Mstep: Class 27 contains 4492 members 
Mstep: Class 28 contains 37891 members 
Mstep: Class 29 contains 4528 members 
Mstep: Class 30 contains 1821 members 
Mstep: Class 31 contains 3324 members 
Mstep: Class 32 contains 985 members 
Mstep: Class 33 contains 16020 members 
Mstep: Class 34 contains 3013 members 
Mstep: Class 35 contains 148015 members 
Mstep: Class 36 contains 11430 members 
Mstep: Class 37 contains 1760 members 
Mstep: Class 38 contains 22621 members 
Mstep: Class 39 contains 2498 members 
Mstep: Class 41 contains 11869 members 
Mstep: Class 42 contains 17505 members 
Mstep: Class 43 contains 12775 members 
Mstep: Class 44 contains 685 members 
Mstep: Class 45 contains 2166 members 
Mstep: Class 46 contains 1946 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100302432.000000 Penalty: 99580.367188
Iteration 137Q: 46 clusters Score -1.003024e+08 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 13537 members 
Mstep: Class 2 contains 27258 members 
Mstep: Class 3 contains 50778 members 
Mstep: Class 4 contains 7978 members 
Mstep: Class 5 contains 4408 members 
Mstep: Class 6 contains 4000 members 
Mstep: Class 7 contains 74580 members 
Mstep: Class 8 contains 17918 members 
Mstep: Class 9 contains 21616 members 
Mstep: Class 10 contains 33624 members 
Mstep: Class 11 contains 44647 members 
Mstep: Class 12 contains 12392 members 
Mstep: Class 13 contains 17311 members 
Mstep: Class 14 contains 17914 members 
Mstep: Class 15 contains 466 members 
Mstep: Class 16 contains 8561 members 
Mstep: Class 17 contains 6312 members 
Mstep: Class 18 contains 2836 members 
Mstep: Class 19 contains 3257 members 
Mstep: Class 20 contains 32767 members 
Mstep: Class 21 contains 36518 members 
Mstep: Class 22 contains 25807 members 
Mstep: Class 23 contains 4820 members 
Mstep: Class 24 contains 33631 members 
Mstep: Class 25 contains 2472 members 
Mstep: Class 26 contains 9791 members 
Mstep: Class 27 contains 4490 members 
Mstep: Class 28 contains 37913 members 
Mstep: Class 29 contains 4529 members 
Mstep: Class 30 contains 1821 members 
Mstep: Class 31 contains 3324 members 
Mstep: Class 32 contains 985 members 
Mstep: Class 33 contains 16043 members 
Mstep: Class 34 contains 3017 members 
Mstep: Class 35 contains 147991 members 
Mstep: Class 36 contains 11434 members 
Mstep: Class 37 contains 1760 members 
Mstep: Class 38 contains 22619 members 
Mstep: Class 39 contains 2504 members 
Mstep: Class 41 contains 11862 members 
Mstep: Class 42 contains 17503 members 
Mstep: Class 43 contains 12783 members 
Mstep: Class 44 contains 685 members 
Mstep: Class 45 contains 2166 members 
Mstep: Class 46 contains 1946 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100302264.000000 Penalty: 99580.367188
Iteration 138Q: 46 clusters Score -1.003023e+08 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 13537 members 
Mstep: Class 2 contains 27258 members 
Mstep: Class 3 contains 50769 members 
Mstep: Class 4 contains 7978 members 
Mstep: Class 5 contains 4408 members 
Mstep: Class 6 contains 3999 members 
Mstep: Class 7 contains 74579 members 
Mstep: Class 8 contains 17752 members 
Mstep: Class 9 contains 21639 members 
Mstep: Class 10 contains 33632 members 
Mstep: Class 11 contains 44727 members 
Mstep: Class 12 contains 12395 members 
Mstep: Class 13 contains 17314 members 
Mstep: Class 14 contains 17916 members 
Mstep: Class 15 contains 466 members 
Mstep: Class 16 contains 8561 members 
Mstep: Class 17 contains 6311 members 
Mstep: Class 18 contains 2836 members 
Mstep: Class 19 contains 3257 members 
Mstep: Class 20 contains 32791 members 
Mstep: Class 21 contains 36517 members 
Mstep: Class 22 contains 25808 members 
Mstep: Class 23 contains 4820 members 
Mstep: Class 24 contains 33629 members 
Mstep: Class 25 contains 2473 members 
Mstep: Class 26 contains 9793 members 
Mstep: Class 27 contains 4489 members 
Mstep: Class 28 contains 37934 members 
Mstep: Class 29 contains 4528 members 
Mstep: Class 30 contains 1821 members 
Mstep: Class 31 contains 3324 members 
Mstep: Class 32 contains 985 members 
Mstep: Class 33 contains 16068 members 
Mstep: Class 34 contains 3026 members 
Mstep: Class 35 contains 147970 members 
Mstep: Class 36 contains 11432 members 
Mstep: Class 37 contains 1760 members 
Mstep: Class 38 contains 22620 members 
Mstep: Class 39 contains 2506 members 
Mstep: Class 41 contains 11859 members 
Mstep: Class 42 contains 17504 members 
Mstep: Class 43 contains 12786 members 
Mstep: Class 44 contains 685 members 
Mstep: Class 45 contains 2166 members 
Mstep: Class 46 contains 1946 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100302304.000000 Penalty: 99580.367188
Iteration 139Q: 46 clusters Score -1.003023e+08 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 13537 members 
Mstep: Class 2 contains 27258 members 
Mstep: Class 3 contains 50757 members 
Mstep: Class 4 contains 7978 members 
Mstep: Class 5 contains 4407 members 
Mstep: Class 6 contains 3998 members 
Mstep: Class 7 contains 74577 members 
Mstep: Class 8 contains 17610 members 
Mstep: Class 9 contains 21674 members 
Mstep: Class 10 contains 33652 members 
Mstep: Class 11 contains 44785 members 
Mstep: Class 12 contains 12392 members 
Mstep: Class 13 contains 17314 members 
Mstep: Class 14 contains 17919 members 
Mstep: Class 15 contains 466 members 
Mstep: Class 16 contains 8561 members 
Mstep: Class 17 contains 6309 members 
Mstep: Class 18 contains 2836 members 
Mstep: Class 19 contains 3257 members 
Mstep: Class 20 contains 32831 members 
Mstep: Class 21 contains 36515 members 
Mstep: Class 22 contains 25811 members 
Mstep: Class 23 contains 4821 members 
Mstep: Class 24 contains 33623 members 
Mstep: Class 25 contains 2474 members 
Mstep: Class 26 contains 9791 members 
Mstep: Class 27 contains 4488 members 
Mstep: Class 28 contains 37956 members 
Mstep: Class 29 contains 4527 members 
Mstep: Class 30 contains 1822 members 
Mstep: Class 31 contains 3323 members 
Mstep: Class 32 contains 985 members 
Mstep: Class 33 contains 16089 members 
Mstep: Class 34 contains 3027 members 
Mstep: Class 35 contains 147941 members 
Mstep: Class 36 contains 11430 members 
Mstep: Class 37 contains 1760 members 
Mstep: Class 38 contains 22620 members 
Mstep: Class 39 contains 2509 members 
Mstep: Class 41 contains 11854 members 
Mstep: Class 42 contains 17506 members 
Mstep: Class 43 contains 12787 members 
Mstep: Class 44 contains 685 members 
Mstep: Class 45 contains 2166 members 
Mstep: Class 46 contains 1946 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100302536.000000 Penalty: 99580.367188
Iteration 140F: 46 clusters Score -1.003025e+08 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 13537 members 
Mstep: Class 2 contains 27258 members 
Mstep: Class 3 contains 50749 members 
Mstep: Class 4 contains 7978 members 
Mstep: Class 5 contains 4407 members 
Mstep: Class 6 contains 3998 members 
Mstep: Class 7 contains 74577 members 
Mstep: Class 8 contains 17487 members 
Mstep: Class 9 contains 21701 members 
Mstep: Class 10 contains 33663 members 
Mstep: Class 11 contains 44838 members 
Mstep: Class 12 contains 12392 members 
Mstep: Class 13 contains 17314 members 
Mstep: Class 14 contains 17920 members 
Mstep: Class 15 contains 466 members 
Mstep: Class 16 contains 8561 members 
Mstep: Class 17 contains 6309 members 
Mstep: Class 18 contains 2836 members 
Mstep: Class 19 contains 3257 members 
Mstep: Class 20 contains 32859 members 
Mstep: Class 21 contains 36514 members 
Mstep: Class 22 contains 25817 members 
Mstep: Class 23 contains 4824 members 
Mstep: Class 24 contains 33620 members 
Mstep: Class 25 contains 2475 members 
Mstep: Class 26 contains 9790 members 
Mstep: Class 27 contains 4487 members 
Mstep: Class 28 contains 37975 members 
Mstep: Class 29 contains 4529 members 
Mstep: Class 30 contains 1822 members 
Mstep: Class 31 contains 3321 members 
Mstep: Class 32 contains 985 members 
Mstep: Class 33 contains 16096 members 
Mstep: Class 34 contains 3027 members 
Mstep: Class 35 contains 147923 members 
Mstep: Class 36 contains 11427 members 
Mstep: Class 37 contains 1760 members 
Mstep: Class 38 contains 22618 members 
Mstep: Class 39 contains 2509 members 
Mstep: Class 41 contains 11857 members 
Mstep: Class 42 contains 17506 members 
Mstep: Class 43 contains 12788 members 
Mstep: Class 44 contains 685 members 
Mstep: Class 45 contains 2166 members 
Mstep: Class 46 contains 1946 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100302456.000000 Penalty: 99580.367188
Iteration 141Q: 46 clusters Score -1.003025e+08 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 13537 members 
Mstep: Class 2 contains 27258 members 
Mstep: Class 3 contains 50741 members 
Mstep: Class 4 contains 7978 members 
Mstep: Class 5 contains 4406 members 
Mstep: Class 6 contains 3997 members 
Mstep: Class 7 contains 74577 members 
Mstep: Class 8 contains 17361 members 
Mstep: Class 9 contains 21729 members 
Mstep: Class 10 contains 33680 members 
Mstep: Class 11 contains 44879 members 
Mstep: Class 12 contains 12392 members 
Mstep: Class 13 contains 17314 members 
Mstep: Class 14 contains 17923 members 
Mstep: Class 15 contains 466 members 
Mstep: Class 16 contains 8560 members 
Mstep: Class 17 contains 6308 members 
Mstep: Class 18 contains 2836 members 
Mstep: Class 19 contains 3257 members 
Mstep: Class 20 contains 32894 members 
Mstep: Class 21 contains 36519 members 
Mstep: Class 22 contains 25815 members 
Mstep: Class 23 contains 4828 members 
Mstep: Class 24 contains 33624 members 
Mstep: Class 25 contains 2476 members 
Mstep: Class 26 contains 9789 members 
Mstep: Class 27 contains 4482 members 
Mstep: Class 28 contains 37991 members 
Mstep: Class 29 contains 4531 members 
Mstep: Class 30 contains 1822 members 
Mstep: Class 31 contains 3320 members 
Mstep: Class 32 contains 985 members 
Mstep: Class 33 contains 16105 members 
Mstep: Class 34 contains 3032 members 
Mstep: Class 35 contains 147905 members 
Mstep: Class 36 contains 11425 members 
Mstep: Class 37 contains 1760 members 
Mstep: Class 38 contains 22616 members 
Mstep: Class 39 contains 2512 members 
Mstep: Class 41 contains 11853 members 
Mstep: Class 42 contains 17504 members 
Mstep: Class 43 contains 12790 members 
Mstep: Class 44 contains 685 members 
Mstep: Class 45 contains 2166 members 
Mstep: Class 46 contains 1946 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100302656.000000 Penalty: 99580.367188
Iteration 142Q: 46 clusters Score -1.003027e+08 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 13537 members 
Mstep: Class 2 contains 27257 members 
Mstep: Class 3 contains 50730 members 
Mstep: Class 4 contains 7979 members 
Mstep: Class 5 contains 4406 members 
Mstep: Class 6 contains 3996 members 
Mstep: Class 7 contains 74577 members 
Mstep: Class 8 contains 17232 members 
Mstep: Class 9 contains 21741 members 
Mstep: Class 10 contains 33673 members 
Mstep: Class 11 contains 44938 members 
Mstep: Class 12 contains 12391 members 
Mstep: Class 13 contains 17314 members 
Mstep: Class 14 contains 17925 members 
Mstep: Class 15 contains 466 members 
Mstep: Class 16 contains 8560 members 
Mstep: Class 17 contains 6306 members 
Mstep: Class 18 contains 2836 members 
Mstep: Class 19 contains 3257 members 
Mstep: Class 20 contains 32922 members 
Mstep: Class 21 contains 36517 members 
Mstep: Class 22 contains 25814 members 
Mstep: Class 23 contains 4831 members 
Mstep: Class 24 contains 33626 members 
Mstep: Class 25 contains 2476 members 
Mstep: Class 26 contains 9791 members 
Mstep: Class 27 contains 4482 members 
Mstep: Class 28 contains 38016 members 
Mstep: Class 29 contains 4530 members 
Mstep: Class 30 contains 1822 members 
Mstep: Class 31 contains 3319 members 
Mstep: Class 32 contains 985 members 
Mstep: Class 33 contains 16120 members 
Mstep: Class 34 contains 3035 members 
Mstep: Class 35 contains 147898 members 
Mstep: Class 36 contains 11428 members 
Mstep: Class 37 contains 1760 members 
Mstep: Class 38 contains 22619 members 
Mstep: Class 39 contains 2518 members 
Mstep: Class 41 contains 11851 members 
Mstep: Class 42 contains 17504 members 
Mstep: Class 43 contains 12792 members 
Mstep: Class 44 contains 685 members 
Mstep: Class 45 contains 2166 members 
Mstep: Class 46 contains 1946 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100302600.000000 Penalty: 99580.367188
Iteration 143Q: 46 clusters Score -1.003026e+08 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 13537 members 
Mstep: Class 2 contains 27256 members 
Mstep: Class 3 contains 50722 members 
Mstep: Class 4 contains 7977 members 
Mstep: Class 5 contains 4408 members 
Mstep: Class 6 contains 3995 members 
Mstep: Class 7 contains 74571 members 
Mstep: Class 8 contains 17092 members 
Mstep: Class 9 contains 21758 members 
Mstep: Class 10 contains 33682 members 
Mstep: Class 11 contains 44975 members 
Mstep: Class 12 contains 12389 members 
Mstep: Class 13 contains 17315 members 
Mstep: Class 14 contains 17925 members 
Mstep: Class 15 contains 466 members 
Mstep: Class 16 contains 8560 members 
Mstep: Class 17 contains 6303 members 
Mstep: Class 18 contains 2836 members 
Mstep: Class 19 contains 3257 members 
Mstep: Class 20 contains 32968 members 
Mstep: Class 21 contains 36517 members 
Mstep: Class 22 contains 25813 members 
Mstep: Class 23 contains 4835 members 
Mstep: Class 24 contains 33625 members 
Mstep: Class 25 contains 2477 members 
Mstep: Class 26 contains 9791 members 
Mstep: Class 27 contains 4483 members 
Mstep: Class 28 contains 38044 members 
Mstep: Class 29 contains 4533 members 
Mstep: Class 30 contains 1822 members 
Mstep: Class 31 contains 3319 members 
Mstep: Class 32 contains 985 members 
Mstep: Class 33 contains 16132 members 
Mstep: Class 34 contains 3037 members 
Mstep: Class 35 contains 147888 members 
Mstep: Class 36 contains 11434 members 
Mstep: Class 37 contains 1760 members 
Mstep: Class 38 contains 22622 members 
Mstep: Class 39 contains 2525 members 
Mstep: Class 41 contains 11844 members 
Mstep: Class 42 contains 17502 members 
Mstep: Class 43 contains 12797 members 
Mstep: Class 44 contains 685 members 
Mstep: Class 45 contains 2166 members 
Mstep: Class 46 contains 1946 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100302720.000000 Penalty: 99580.367188
Iteration 144Q: 46 clusters Score -1.003027e+08 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 13537 members 
Mstep: Class 2 contains 27257 members 
Mstep: Class 3 contains 50715 members 
Mstep: Class 4 contains 7976 members 
Mstep: Class 5 contains 4407 members 
Mstep: Class 6 contains 3994 members 
Mstep: Class 7 contains 74568 members 
Mstep: Class 8 contains 16976 members 
Mstep: Class 9 contains 21770 members 
Mstep: Class 10 contains 33676 members 
Mstep: Class 11 contains 45012 members 
Mstep: Class 12 contains 12391 members 
Mstep: Class 13 contains 17314 members 
Mstep: Class 14 contains 17925 members 
Mstep: Class 15 contains 466 members 
Mstep: Class 16 contains 8559 members 
Mstep: Class 17 contains 6299 members 
Mstep: Class 18 contains 2836 members 
Mstep: Class 19 contains 3257 members 
Mstep: Class 20 contains 32996 members 
Mstep: Class 21 contains 36513 members 
Mstep: Class 22 contains 25818 members 
Mstep: Class 23 contains 4840 members 
Mstep: Class 24 contains 33631 members 
Mstep: Class 25 contains 2479 members 
Mstep: Class 26 contains 9787 members 
Mstep: Class 27 contains 4483 members 
Mstep: Class 28 contains 38058 members 
Mstep: Class 29 contains 4535 members 
Mstep: Class 30 contains 1823 members 
Mstep: Class 31 contains 3319 members 
Mstep: Class 32 contains 985 members 
Mstep: Class 33 contains 16146 members 
Mstep: Class 34 contains 3039 members 
Mstep: Class 35 contains 147893 members 
Mstep: Class 36 contains 11440 members 
Mstep: Class 37 contains 1761 members 
Mstep: Class 38 contains 22622 members 
Mstep: Class 39 contains 2527 members 
Mstep: Class 41 contains 11840 members 
Mstep: Class 42 contains 17505 members 
Mstep: Class 43 contains 12802 members 
Mstep: Class 44 contains 685 members 
Mstep: Class 45 contains 2166 members 
Mstep: Class 46 contains 1946 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100302656.000000 Penalty: 99580.367188
Iteration 145Q: 46 clusters Score -1.003027e+08 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 13537 members 
Mstep: Class 2 contains 27257 members 
Mstep: Class 3 contains 50706 members 
Mstep: Class 4 contains 7975 members 
Mstep: Class 5 contains 4406 members 
Mstep: Class 6 contains 3993 members 
Mstep: Class 7 contains 74570 members 
Mstep: Class 8 contains 16891 members 
Mstep: Class 9 contains 21779 members 
Mstep: Class 10 contains 33675 members 
Mstep: Class 11 contains 45036 members 
Mstep: Class 12 contains 12391 members 
Mstep: Class 13 contains 17314 members 
Mstep: Class 14 contains 17924 members 
Mstep: Class 15 contains 466 members 
Mstep: Class 16 contains 8558 members 
Mstep: Class 17 contains 6297 members 
Mstep: Class 18 contains 2836 members 
Mstep: Class 19 contains 3257 members 
Mstep: Class 20 contains 33019 members 
Mstep: Class 21 contains 36513 members 
Mstep: Class 22 contains 25824 members 
Mstep: Class 23 contains 4840 members 
Mstep: Class 24 contains 33628 members 
Mstep: Class 25 contains 2479 members 
Mstep: Class 26 contains 9785 members 
Mstep: Class 27 contains 4479 members 
Mstep: Class 28 contains 38081 members 
Mstep: Class 29 contains 4536 members 
Mstep: Class 30 contains 1823 members 
Mstep: Class 31 contains 3319 members 
Mstep: Class 32 contains 985 members 
Mstep: Class 33 contains 16154 members 
Mstep: Class 34 contains 3041 members 
Mstep: Class 35 contains 147889 members 
Mstep: Class 36 contains 11448 members 
Mstep: Class 37 contains 1762 members 
Mstep: Class 38 contains 22622 members 
Mstep: Class 39 contains 2528 members 
Mstep: Class 41 contains 11839 members 
Mstep: Class 42 contains 17508 members 
Mstep: Class 43 contains 12806 members 
Mstep: Class 44 contains 685 members 
Mstep: Class 45 contains 2167 members 
Mstep: Class 46 contains 1946 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100302720.000000 Penalty: 99580.367188
Iteration 146Q: 46 clusters Score -1.003027e+08 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 13537 members 
Mstep: Class 2 contains 27256 members 
Mstep: Class 3 contains 50701 members 
Mstep: Class 4 contains 7975 members 
Mstep: Class 5 contains 4406 members 
Mstep: Class 6 contains 3994 members 
Mstep: Class 7 contains 74574 members 
Mstep: Class 8 contains 16803 members 
Mstep: Class 9 contains 21792 members 
Mstep: Class 10 contains 33661 members 
Mstep: Class 11 contains 45053 members 
Mstep: Class 12 contains 12390 members 
Mstep: Class 13 contains 17313 members 
Mstep: Class 14 contains 17924 members 
Mstep: Class 15 contains 466 members 
Mstep: Class 16 contains 8558 members 
Mstep: Class 17 contains 6296 members 
Mstep: Class 18 contains 2837 members 
Mstep: Class 19 contains 3257 members 
Mstep: Class 20 contains 33045 members 
Mstep: Class 21 contains 36513 members 
Mstep: Class 22 contains 25828 members 
Mstep: Class 23 contains 4842 members 
Mstep: Class 24 contains 33627 members 
Mstep: Class 25 contains 2478 members 
Mstep: Class 26 contains 9783 members 
Mstep: Class 27 contains 4478 members 
Mstep: Class 28 contains 38103 members 
Mstep: Class 29 contains 4541 members 
Mstep: Class 30 contains 1824 members 
Mstep: Class 31 contains 3319 members 
Mstep: Class 32 contains 985 members 
Mstep: Class 33 contains 16167 members 
Mstep: Class 34 contains 3043 members 
Mstep: Class 35 contains 147885 members 
Mstep: Class 36 contains 11449 members 
Mstep: Class 37 contains 1762 members 
Mstep: Class 38 contains 22622 members 
Mstep: Class 39 contains 2528 members 
Mstep: Class 41 contains 11844 members 
Mstep: Class 42 contains 17509 members 
Mstep: Class 43 contains 12808 members 
Mstep: Class 44 contains 685 members 
Mstep: Class 45 contains 2167 members 
Mstep: Class 46 contains 1946 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100302712.000000 Penalty: 99580.367188
Iteration 147Q: 46 clusters Score -1.003027e+08 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 13537 members 
Mstep: Class 2 contains 27255 members 
Mstep: Class 3 contains 50697 members 
Mstep: Class 4 contains 7975 members 
Mstep: Class 5 contains 4406 members 
Mstep: Class 6 contains 3994 members 
Mstep: Class 7 contains 74574 members 
Mstep: Class 8 contains 16732 members 
Mstep: Class 9 contains 21797 members 
Mstep: Class 10 contains 33663 members 
Mstep: Class 11 contains 45076 members 
Mstep: Class 12 contains 12391 members 
Mstep: Class 13 contains 17313 members 
Mstep: Class 14 contains 17923 members 
Mstep: Class 15 contains 466 members 
Mstep: Class 16 contains 8558 members 
Mstep: Class 17 contains 6295 members 
Mstep: Class 18 contains 2837 members 
Mstep: Class 19 contains 3257 members 
Mstep: Class 20 contains 33067 members 
Mstep: Class 21 contains 36512 members 
Mstep: Class 22 contains 25835 members 
Mstep: Class 23 contains 4842 members 
Mstep: Class 24 contains 33628 members 
Mstep: Class 25 contains 2479 members 
Mstep: Class 26 contains 9780 members 
Mstep: Class 27 contains 4476 members 
Mstep: Class 28 contains 38118 members 
Mstep: Class 29 contains 4540 members 
Mstep: Class 30 contains 1825 members 
Mstep: Class 31 contains 3318 members 
Mstep: Class 32 contains 985 members 
Mstep: Class 33 contains 16180 members 
Mstep: Class 34 contains 3043 members 
Mstep: Class 35 contains 147874 members 
Mstep: Class 36 contains 11448 members 
Mstep: Class 37 contains 1762 members 
Mstep: Class 38 contains 22620 members 
Mstep: Class 39 contains 2531 members 
Mstep: Class 41 contains 11850 members 
Mstep: Class 42 contains 17510 members 
Mstep: Class 43 contains 12807 members 
Mstep: Class 44 contains 685 members 
Mstep: Class 45 contains 2167 members 
Mstep: Class 46 contains 1946 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100302768.000000 Penalty: 99580.367188
Iteration 148Q: 46 clusters Score -1.003028e+08 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 13537 members 
Mstep: Class 2 contains 27255 members 
Mstep: Class 3 contains 50691 members 
Mstep: Class 4 contains 7975 members 
Mstep: Class 5 contains 4406 members 
Mstep: Class 6 contains 3993 members 
Mstep: Class 7 contains 74575 members 
Mstep: Class 8 contains 16678 members 
Mstep: Class 9 contains 21803 members 
Mstep: Class 10 contains 33660 members 
Mstep: Class 11 contains 45092 members 
Mstep: Class 12 contains 12391 members 
Mstep: Class 13 contains 17313 members 
Mstep: Class 14 contains 17922 members 
Mstep: Class 15 contains 466 members 
Mstep: Class 16 contains 8558 members 
Mstep: Class 17 contains 6294 members 
Mstep: Class 18 contains 2838 members 
Mstep: Class 19 contains 3257 members 
Mstep: Class 20 contains 33082 members 
Mstep: Class 21 contains 36512 members 
Mstep: Class 22 contains 25837 members 
Mstep: Class 23 contains 4842 members 
Mstep: Class 24 contains 33627 members 
Mstep: Class 25 contains 2480 members 
Mstep: Class 26 contains 9779 members 
Mstep: Class 27 contains 4469 members 
Mstep: Class 28 contains 38128 members 
Mstep: Class 29 contains 4540 members 
Mstep: Class 30 contains 1826 members 
Mstep: Class 31 contains 3317 members 
Mstep: Class 32 contains 985 members 
Mstep: Class 33 contains 16200 members 
Mstep: Class 34 contains 3044 members 
Mstep: Class 35 contains 147869 members 
Mstep: Class 36 contains 11455 members 
Mstep: Class 37 contains 1762 members 
Mstep: Class 38 contains 22617 members 
Mstep: Class 39 contains 2533 members 
Mstep: Class 41 contains 11850 members 
Mstep: Class 42 contains 17511 members 
Mstep: Class 43 contains 12807 members 
Mstep: Class 44 contains 685 members 
Mstep: Class 45 contains 2167 members 
Mstep: Class 46 contains 1946 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100302808.000000 Penalty: 99580.367188
Iteration 149Q: 46 clusters Score -1.003028e+08 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 13537 members 
Mstep: Class 2 contains 27255 members 
Mstep: Class 3 contains 50687 members 
Mstep: Class 4 contains 7975 members 
Mstep: Class 5 contains 4405 members 
Mstep: Class 6 contains 3993 members 
Mstep: Class 7 contains 74570 members 
Mstep: Class 8 contains 16624 members 
Mstep: Class 9 contains 21810 members 
Mstep: Class 10 contains 33654 members 
Mstep: Class 11 contains 45102 members 
Mstep: Class 12 contains 12391 members 
Mstep: Class 13 contains 17313 members 
Mstep: Class 14 contains 17923 members 
Mstep: Class 15 contains 466 members 
Mstep: Class 16 contains 8558 members 
Mstep: Class 17 contains 6293 members 
Mstep: Class 18 contains 2838 members 
Mstep: Class 19 contains 3257 members 
Mstep: Class 20 contains 33094 members 
Mstep: Class 21 contains 36515 members 
Mstep: Class 22 contains 25845 members 
Mstep: Class 23 contains 4842 members 
Mstep: Class 24 contains 33625 members 
Mstep: Class 25 contains 2481 members 
Mstep: Class 26 contains 9778 members 
Mstep: Class 27 contains 4465 members 
Mstep: Class 28 contains 38136 members 
Mstep: Class 29 contains 4541 members 
Mstep: Class 30 contains 1826 members 
Mstep: Class 31 contains 3316 members 
Mstep: Class 32 contains 985 members 
Mstep: Class 33 contains 16222 members 
Mstep: Class 34 contains 3048 members 
Mstep: Class 35 contains 147870 members 
Mstep: Class 36 contains 11462 members 
Mstep: Class 37 contains 1762 members 
Mstep: Class 38 contains 22617 members 
Mstep: Class 39 contains 2533 members 
Mstep: Class 41 contains 11845 members 
Mstep: Class 42 contains 17512 members 
Mstep: Class 43 contains 12805 members 
Mstep: Class 44 contains 685 members 
Mstep: Class 45 contains 2167 members 
Mstep: Class 46 contains 1946 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100302776.000000 Penalty: 99580.367188
Iteration 150Q: 46 clusters Score -1.003028e+08 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 13537 members 
Mstep: Class 2 contains 27255 members 
Mstep: Class 3 contains 50684 members 
Mstep: Class 4 contains 7975 members 
Mstep: Class 5 contains 4405 members 
Mstep: Class 6 contains 3993 members 
Mstep: Class 7 contains 74568 members 
Mstep: Class 8 contains 16580 members 
Mstep: Class 9 contains 21815 members 
Mstep: Class 10 contains 33655 members 
Mstep: Class 11 contains 45114 members 
Mstep: Class 12 contains 12390 members 
Mstep: Class 13 contains 17313 members 
Mstep: Class 14 contains 17924 members 
Mstep: Class 15 contains 466 members 
Mstep: Class 16 contains 8558 members 
Mstep: Class 17 contains 6291 members 
Mstep: Class 18 contains 2839 members 
Mstep: Class 19 contains 3257 members 
Mstep: Class 20 contains 33102 members 
Mstep: Class 21 contains 36515 members 
Mstep: Class 22 contains 25849 members 
Mstep: Class 23 contains 4843 members 
Mstep: Class 24 contains 33622 members 
Mstep: Class 25 contains 2482 members 
Mstep: Class 26 contains 9780 members 
Mstep: Class 27 contains 4466 members 
Mstep: Class 28 contains 38141 members 
Mstep: Class 29 contains 4540 members 
Mstep: Class 30 contains 1826 members 
Mstep: Class 31 contains 3316 members 
Mstep: Class 32 contains 985 members 
Mstep: Class 33 contains 16241 members 
Mstep: Class 34 contains 3049 members 
Mstep: Class 35 contains 147866 members 
Mstep: Class 36 contains 11460 members 
Mstep: Class 37 contains 1762 members 
Mstep: Class 38 contains 22617 members 
Mstep: Class 39 contains 2533 members 
Mstep: Class 41 contains 11846 members 
Mstep: Class 42 contains 17512 members 
Mstep: Class 43 contains 12804 members 
Mstep: Class 44 contains 685 members 
Mstep: Class 45 contains 2167 members 
Mstep: Class 46 contains 1946 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100302664.000000 Penalty: 99580.367188
Iteration 151Q: 46 clusters Score -1.003027e+08 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 13537 members 
Mstep: Class 2 contains 27255 members 
Mstep: Class 3 contains 50684 members 
Mstep: Class 4 contains 7975 members 
Mstep: Class 5 contains 4404 members 
Mstep: Class 6 contains 3993 members 
Mstep: Class 7 contains 74561 members 
Mstep: Class 8 contains 16549 members 
Mstep: Class 9 contains 21820 members 
Mstep: Class 10 contains 33660 members 
Mstep: Class 11 contains 45106 members 
Mstep: Class 12 contains 12389 members 
Mstep: Class 13 contains 17313 members 
Mstep: Class 14 contains 17925 members 
Mstep: Class 15 contains 466 members 
Mstep: Class 16 contains 8558 members 
Mstep: Class 17 contains 6290 members 
Mstep: Class 18 contains 2839 members 
Mstep: Class 19 contains 3257 members 
Mstep: Class 20 contains 33106 members 
Mstep: Class 21 contains 36514 members 
Mstep: Class 22 contains 25857 members 
Mstep: Class 23 contains 4846 members 
Mstep: Class 24 contains 33622 members 
Mstep: Class 25 contains 2483 members 
Mstep: Class 26 contains 9779 members 
Mstep: Class 27 contains 4459 members 
Mstep: Class 28 contains 38149 members 
Mstep: Class 29 contains 4542 members 
Mstep: Class 30 contains 1826 members 
Mstep: Class 31 contains 3316 members 
Mstep: Class 32 contains 985 members 
Mstep: Class 33 contains 16258 members 
Mstep: Class 34 contains 3051 members 
Mstep: Class 35 contains 147867 members 
Mstep: Class 36 contains 11463 members 
Mstep: Class 37 contains 1762 members 
Mstep: Class 38 contains 22616 members 
Mstep: Class 39 contains 2534 members 
Mstep: Class 41 contains 11846 members 
Mstep: Class 42 contains 17511 members 
Mstep: Class 43 contains 12803 members 
Mstep: Class 44 contains 685 members 
Mstep: Class 45 contains 2167 members 
Mstep: Class 46 contains 1946 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100302656.000000 Penalty: 99580.367188
Iteration 152Q: 46 clusters Score -1.003027e+08 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 13536 members 
Mstep: Class 2 contains 27255 members 
Mstep: Class 3 contains 50680 members 
Mstep: Class 4 contains 7975 members 
Mstep: Class 5 contains 4404 members 
Mstep: Class 6 contains 3993 members 
Mstep: Class 7 contains 74555 members 
Mstep: Class 8 contains 16520 members 
Mstep: Class 9 contains 21822 members 
Mstep: Class 10 contains 33677 members 
Mstep: Class 11 contains 45090 members 
Mstep: Class 12 contains 12389 members 
Mstep: Class 13 contains 17314 members 
Mstep: Class 14 contains 17923 members 
Mstep: Class 15 contains 466 members 
Mstep: Class 16 contains 8558 members 
Mstep: Class 17 contains 6290 members 
Mstep: Class 18 contains 2839 members 
Mstep: Class 19 contains 3258 members 
Mstep: Class 20 contains 33112 members 
Mstep: Class 21 contains 36515 members 
Mstep: Class 22 contains 25857 members 
Mstep: Class 23 contains 4847 members 
Mstep: Class 24 contains 33626 members 
Mstep: Class 25 contains 2484 members 
Mstep: Class 26 contains 9780 members 
Mstep: Class 27 contains 4454 members 
Mstep: Class 28 contains 38156 members 
Mstep: Class 29 contains 4541 members 
Mstep: Class 30 contains 1826 members 
Mstep: Class 31 contains 3316 members 
Mstep: Class 32 contains 985 members 
Mstep: Class 33 contains 16279 members 
Mstep: Class 34 contains 3054 members 
Mstep: Class 35 contains 147864 members 
Mstep: Class 36 contains 11466 members 
Mstep: Class 37 contains 1762 members 
Mstep: Class 38 contains 22612 members 
Mstep: Class 39 contains 2535 members 
Mstep: Class 41 contains 11848 members 
Mstep: Class 42 contains 17509 members 
Mstep: Class 43 contains 12804 members 
Mstep: Class 44 contains 685 members 
Mstep: Class 45 contains 2167 members 
Mstep: Class 46 contains 1946 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100302616.000000 Penalty: 99580.367188
Iteration 153Q: 46 clusters Score -1.003026e+08 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 13536 members 
Mstep: Class 2 contains 27255 members 
Mstep: Class 3 contains 50676 members 
Mstep: Class 4 contains 7975 members 
Mstep: Class 5 contains 4403 members 
Mstep: Class 6 contains 3993 members 
Mstep: Class 7 contains 74554 members 
Mstep: Class 8 contains 16498 members 
Mstep: Class 9 contains 21825 members 
Mstep: Class 10 contains 33688 members 
Mstep: Class 11 contains 45069 members 
Mstep: Class 12 contains 12389 members 
Mstep: Class 13 contains 17314 members 
Mstep: Class 14 contains 17923 members 
Mstep: Class 15 contains 466 members 
Mstep: Class 16 contains 8558 members 
Mstep: Class 17 contains 6285 members 
Mstep: Class 18 contains 2839 members 
Mstep: Class 19 contains 3258 members 
Mstep: Class 20 contains 33115 members 
Mstep: Class 21 contains 36515 members 
Mstep: Class 22 contains 25859 members 
Mstep: Class 23 contains 4850 members 
Mstep: Class 24 contains 33630 members 
Mstep: Class 25 contains 2485 members 
Mstep: Class 26 contains 9781 members 
Mstep: Class 27 contains 4452 members 
Mstep: Class 28 contains 38165 members 
Mstep: Class 29 contains 4542 members 
Mstep: Class 30 contains 1826 members 
Mstep: Class 31 contains 3316 members 
Mstep: Class 32 contains 985 members 
Mstep: Class 33 contains 16297 members 
Mstep: Class 34 contains 3055 members 
Mstep: Class 35 contains 147859 members 
Mstep: Class 36 contains 11471 members 
Mstep: Class 37 contains 1762 members 
Mstep: Class 38 contains 22612 members 
Mstep: Class 39 contains 2535 members 
Mstep: Class 41 contains 11847 members 
Mstep: Class 42 contains 17508 members 
Mstep: Class 43 contains 12805 members 
Mstep: Class 44 contains 685 members 
Mstep: Class 45 contains 2167 members 
Mstep: Class 46 contains 1946 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100302656.000000 Penalty: 99580.367188
Iteration 154Q: 46 clusters Score -1.003027e+08 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 13536 members 
Mstep: Class 2 contains 27255 members 
Mstep: Class 3 contains 50672 members 
Mstep: Class 4 contains 7974 members 
Mstep: Class 5 contains 4403 members 
Mstep: Class 6 contains 3993 members 
Mstep: Class 7 contains 74553 members 
Mstep: Class 8 contains 16483 members 
Mstep: Class 9 contains 21827 members 
Mstep: Class 10 contains 33698 members 
Mstep: Class 11 contains 45052 members 
Mstep: Class 12 contains 12389 members 
Mstep: Class 13 contains 17314 members 
Mstep: Class 14 contains 17923 members 
Mstep: Class 15 contains 466 members 
Mstep: Class 16 contains 8557 members 
Mstep: Class 17 contains 6282 members 
Mstep: Class 18 contains 2838 members 
Mstep: Class 19 contains 3258 members 
Mstep: Class 20 contains 33121 members 
Mstep: Class 21 contains 36514 members 
Mstep: Class 22 contains 25858 members 
Mstep: Class 23 contains 4851 members 
Mstep: Class 24 contains 33633 members 
Mstep: Class 25 contains 2486 members 
Mstep: Class 26 contains 9781 members 
Mstep: Class 27 contains 4450 members 
Mstep: Class 28 contains 38171 members 
Mstep: Class 29 contains 4543 members 
Mstep: Class 30 contains 1826 members 
Mstep: Class 31 contains 3315 members 
Mstep: Class 32 contains 985 members 
Mstep: Class 33 contains 16308 members 
Mstep: Class 34 contains 3056 members 
Mstep: Class 35 contains 147862 members 
Mstep: Class 36 contains 11476 members 
Mstep: Class 37 contains 1762 members 
Mstep: Class 38 contains 22613 members 
Mstep: Class 39 contains 2535 members 
Mstep: Class 41 contains 11845 members 
Mstep: Class 42 contains 17508 members 
Mstep: Class 43 contains 12804 members 
Mstep: Class 44 contains 685 members 
Mstep: Class 45 contains 2167 members 
Mstep: Class 46 contains 1946 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100302568.000000 Penalty: 99580.367188
Iteration 155Q: 46 clusters Score -1.003026e+08 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 13536 members 
Mstep: Class 2 contains 27255 members 
Mstep: Class 3 contains 50667 members 
Mstep: Class 4 contains 7974 members 
Mstep: Class 5 contains 4402 members 
Mstep: Class 6 contains 3993 members 
Mstep: Class 7 contains 74552 members 
Mstep: Class 8 contains 16471 members 
Mstep: Class 9 contains 21825 members 
Mstep: Class 10 contains 33699 members 
Mstep: Class 11 contains 45036 members 
Mstep: Class 12 contains 12389 members 
Mstep: Class 13 contains 17314 members 
Mstep: Class 14 contains 17924 members 
Mstep: Class 15 contains 466 members 
Mstep: Class 16 contains 8556 members 
Mstep: Class 17 contains 6281 members 
Mstep: Class 18 contains 2839 members 
Mstep: Class 19 contains 3258 members 
Mstep: Class 20 contains 33126 members 
Mstep: Class 21 contains 36514 members 
Mstep: Class 22 contains 25859 members 
Mstep: Class 23 contains 4852 members 
Mstep: Class 24 contains 33640 members 
Mstep: Class 25 contains 2487 members 
Mstep: Class 26 contains 9781 members 
Mstep: Class 27 contains 4451 members 
Mstep: Class 28 contains 38180 members 
Mstep: Class 29 contains 4546 members 
Mstep: Class 30 contains 1826 members 
Mstep: Class 31 contains 3314 members 
Mstep: Class 32 contains 985 members 
Mstep: Class 33 contains 16317 members 
Mstep: Class 34 contains 3057 members 
Mstep: Class 35 contains 147864 members 
Mstep: Class 36 contains 11474 members 
Mstep: Class 37 contains 1762 members 
Mstep: Class 38 contains 22614 members 
Mstep: Class 39 contains 2535 members 
Mstep: Class 41 contains 11843 members 
Mstep: Class 42 contains 17509 members 
Mstep: Class 43 contains 12803 members 
Mstep: Class 44 contains 685 members 
Mstep: Class 45 contains 2167 members 
Mstep: Class 46 contains 1946 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100302600.000000 Penalty: 99580.367188
Iteration 156Q: 46 clusters Score -1.003026e+08 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 13536 members 
Mstep: Class 2 contains 27254 members 
Mstep: Class 3 contains 50665 members 
Mstep: Class 4 contains 7974 members 
Mstep: Class 5 contains 4403 members 
Mstep: Class 6 contains 3993 members 
Mstep: Class 7 contains 74548 members 
Mstep: Class 8 contains 16467 members 
Mstep: Class 9 contains 21826 members 
Mstep: Class 10 contains 33695 members 
Mstep: Class 11 contains 45012 members 
Mstep: Class 12 contains 12390 members 
Mstep: Class 13 contains 17314 members 
Mstep: Class 14 contains 17924 members 
Mstep: Class 15 contains 466 members 
Mstep: Class 16 contains 8555 members 
Mstep: Class 17 contains 6281 members 
Mstep: Class 18 contains 2838 members 
Mstep: Class 19 contains 3258 members 
Mstep: Class 20 contains 33130 members 
Mstep: Class 21 contains 36514 members 
Mstep: Class 22 contains 25861 members 
Mstep: Class 23 contains 4853 members 
Mstep: Class 24 contains 33649 members 
Mstep: Class 25 contains 2487 members 
Mstep: Class 26 contains 9781 members 
Mstep: Class 27 contains 4451 members 
Mstep: Class 28 contains 38187 members 
Mstep: Class 29 contains 4546 members 
Mstep: Class 30 contains 1826 members 
Mstep: Class 31 contains 3314 members 
Mstep: Class 32 contains 985 members 
Mstep: Class 33 contains 16328 members 
Mstep: Class 34 contains 3057 members 
Mstep: Class 35 contains 147871 members 
Mstep: Class 36 contains 11478 members 
Mstep: Class 37 contains 1762 members 
Mstep: Class 38 contains 22614 members 
Mstep: Class 39 contains 2535 members 
Mstep: Class 41 contains 11838 members 
Mstep: Class 42 contains 17506 members 
Mstep: Class 43 contains 12804 members 
Mstep: Class 44 contains 685 members 
Mstep: Class 45 contains 2167 members 
Mstep: Class 46 contains 1946 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100302632.000000 Penalty: 99580.367188
Iteration 157Q: 46 clusters Score -1.003026e+08 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 13536 members 
Mstep: Class 2 contains 27255 members 
Mstep: Class 3 contains 50661 members 
Mstep: Class 4 contains 7974 members 
Mstep: Class 5 contains 4402 members 
Mstep: Class 6 contains 3993 members 
Mstep: Class 7 contains 74546 members 
Mstep: Class 8 contains 16463 members 
Mstep: Class 9 contains 21827 members 
Mstep: Class 10 contains 33689 members 
Mstep: Class 11 contains 44999 members 
Mstep: Class 12 contains 12390 members 
Mstep: Class 13 contains 17314 members 
Mstep: Class 14 contains 17924 members 
Mstep: Class 15 contains 466 members 
Mstep: Class 16 contains 8555 members 
Mstep: Class 17 contains 6281 members 
Mstep: Class 18 contains 2836 members 
Mstep: Class 19 contains 3258 members 
Mstep: Class 20 contains 33128 members 
Mstep: Class 21 contains 36513 members 
Mstep: Class 22 contains 25863 members 
Mstep: Class 23 contains 4853 members 
Mstep: Class 24 contains 33649 members 
Mstep: Class 25 contains 2487 members 
Mstep: Class 26 contains 9780 members 
Mstep: Class 27 contains 4452 members 
Mstep: Class 28 contains 38196 members 
Mstep: Class 29 contains 4545 members 
Mstep: Class 30 contains 1826 members 
Mstep: Class 31 contains 3314 members 
Mstep: Class 32 contains 985 members 
Mstep: Class 33 contains 16339 members 
Mstep: Class 34 contains 3058 members 
Mstep: Class 35 contains 147879 members 
Mstep: Class 36 contains 11482 members 
Mstep: Class 37 contains 1762 members 
Mstep: Class 38 contains 22614 members 
Mstep: Class 39 contains 2535 members 
Mstep: Class 41 contains 11835 members 
Mstep: Class 42 contains 17508 members 
Mstep: Class 43 contains 12804 members 
Mstep: Class 44 contains 685 members 
Mstep: Class 45 contains 2167 members 
Mstep: Class 46 contains 1946 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100302648.000000 Penalty: 99580.367188
Iteration 158Q: 46 clusters Score -1.003026e+08 nChanged 96
Entering ConstructFrom: 
Score: -100302648.000000 Penalty: 99580.367188
Entering ConstructFrom: 
Trying to split cluster 1 (13536 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13536 members 
Entering Unmasked Estep 
Score: -1717051.375000 Penalty: 1545.880127
	Iteration 0F: 2 clusters Score -1717051 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6764 members 
Mstep: Class 2 contains 6772 members 
Entering Unmasked Estep 
Score: -1707568.500000 Penalty: 3091.760254
	Iteration 0F: 3 clusters Score -1707568 nChanged 5962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6624 members 
Mstep: Class 2 contains 6912 members 
Entering Unmasked Estep 
Score: -1710751.875000 Penalty: 3091.760254
	Iteration 1F: 3 clusters Score -1710752 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6465 members 
Mstep: Class 2 contains 7071 members 
Entering Unmasked Estep 
Score: -1711222.875000 Penalty: 3091.760254
	Iteration 2F: 3 clusters Score -1711223 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6224 members 
Mstep: Class 2 contains 7312 members 
Entering Unmasked Estep 
Score: -1711712.750000 Penalty: 3091.760254
	Iteration 3F: 3 clusters Score -1711713 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5903 members 
Mstep: Class 2 contains 7633 members 
Entering Unmasked Estep 
Score: -1712137.250000 Penalty: 3091.760254
	Iteration 4F: 3 clusters Score -1712137 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5449 members 
Mstep: Class 2 contains 8087 members 
Entering Unmasked Estep 
Score: -1712583.750000 Penalty: 3091.760254
	Iteration 5F: 3 clusters Score -1712584 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 8608 members 
Entering Unmasked Estep 
Score: -1713033.875000 Penalty: 3091.760254
	Iteration 6F: 3 clusters Score -1713034 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 9219 members 
Entering Unmasked Estep 
Score: -1713514.000000 Penalty: 3091.760254
	Iteration 7F: 3 clusters Score -1713514 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 9881 members 
Entering Unmasked Estep 
Score: -1714030.500000 Penalty: 3091.760254
	Iteration 8F: 3 clusters Score -1714030 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 10503 members 
Entering Unmasked Estep 
Score: -1714505.250000 Penalty: 3091.760254
	Iteration 9F: 3 clusters Score -1714505 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 11042 members 
Entering Unmasked Estep 
Score: -1714903.250000 Penalty: 3091.760254
	Iteration 10Q: 3 clusters Score -1714903 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 11490 members 
Entering Unmasked Estep 
Score: -1715222.000000 Penalty: 3091.760254
	Iteration 11Q: 3 clusters Score -1715222 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 11819 members 
Entering Unmasked Estep 
Score: -1715431.625000 Penalty: 3091.760254
	Iteration 12Q: 3 clusters Score -1715432 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 12077 members 
Entering Unmasked Estep 
Score: -1715597.625000 Penalty: 3091.760254
	Iteration 13Q: 3 clusters Score -1715598 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 12246 members 
Entering Unmasked Estep 
Score: -1715709.500000 Penalty: 3091.760254
	Iteration 14Q: 3 clusters Score -1715710 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 12388 members 
Entering Unmasked Estep 
Score: -1715791.625000 Penalty: 3091.760254
	Iteration 15Q: 3 clusters Score -1715792 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 12473 members 
Entering Unmasked Estep 
Score: -1715824.625000 Penalty: 3091.760254
	Iteration 16Q: 3 clusters Score -1715825 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 12538 members 
Entering Unmasked Estep 
Score: -1715855.250000 Penalty: 3091.760254
	Iteration 17Q: 3 clusters Score -1715855 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 12587 members 
Entering Unmasked Estep 
Score: -1715886.625000 Penalty: 3091.760254
	Iteration 18Q: 3 clusters Score -1715887 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 12627 members 
Entering Unmasked Estep 
Score: -1715900.625000 Penalty: 3091.760254
	Iteration 19Q: 3 clusters Score -1715901 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 12649 members 
Entering Unmasked Estep 
Score: -1715909.375000 Penalty: 3091.760254
	Iteration 20F: 3 clusters Score -1715909 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 12670 members 
Entering Unmasked Estep 
Score: -1715914.375000 Penalty: 3091.760254
	Iteration 21Q: 3 clusters Score -1715914 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 12692 members 
Entering Unmasked Estep 
Score: -1715923.250000 Penalty: 3091.760254
	Iteration 22Q: 3 clusters Score -1715923 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 12712 members 
Entering Unmasked Estep 
Score: -1715929.500000 Penalty: 3091.760254
	Iteration 23Q: 3 clusters Score -1715930 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 12732 members 
Entering Unmasked Estep 
Score: -1715936.500000 Penalty: 3091.760254
	Iteration 24Q: 3 clusters Score -1715936 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 12743 members 
Entering Unmasked Estep 
Score: -1715939.125000 Penalty: 3091.760254
	Iteration 25Q: 3 clusters Score -1715939 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 12754 members 
Entering Unmasked Estep 
Score: -1715942.000000 Penalty: 3091.760254
	Iteration 26Q: 3 clusters Score -1715942 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 12757 members 
Entering Unmasked Estep 
Score: -1715947.125000 Penalty: 3091.760254
	Iteration 27Q: 3 clusters Score -1715947 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 12761 members 
Entering Unmasked Estep 
Score: -1715947.000000 Penalty: 3091.760254
	Iteration 28Q: 3 clusters Score -1715947 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 12773 members 
Entering Unmasked Estep 
Score: -1715953.500000 Penalty: 3091.760254
	Iteration 29Q: 3 clusters Score -1715954 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 12783 members 
Entering Unmasked Estep 
Score: -1715959.125000 Penalty: 3091.760254
	Iteration 30Q: 3 clusters Score -1715959 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 12791 members 
Entering Unmasked Estep 
Score: -1715964.125000 Penalty: 3091.760254
	Iteration 31Q: 3 clusters Score -1715964 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 12799 members 
Entering Unmasked Estep 
Score: -1715962.375000 Penalty: 3091.760254
	Iteration 32Q: 3 clusters Score -1715962 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 12804 members 
Entering Unmasked Estep 
Score: -1715964.875000 Penalty: 3091.760254
	Iteration 33Q: 3 clusters Score -1715965 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 12810 members 
Entering Unmasked Estep 
Score: -1715962.875000 Penalty: 3091.760254
	Iteration 34Q: 3 clusters Score -1715963 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 12821 members 
Entering Unmasked Estep 
Score: -1715970.125000 Penalty: 3091.760254
	Iteration 35Q: 3 clusters Score -1715970 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 12827 members 
Entering Unmasked Estep 
Score: -1715971.625000 Penalty: 3091.760254
	Iteration 36Q: 3 clusters Score -1715972 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 12832 members 
Entering Unmasked Estep 
Score: -1715972.000000 Penalty: 3091.760254
	Iteration 37Q: 3 clusters Score -1715972 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 12837 members 
Entering Unmasked Estep 
Score: -1715973.375000 Penalty: 3091.760254
	Iteration 38Q: 3 clusters Score -1715973 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 12840 members 
Entering Unmasked Estep 
Score: -1715972.625000 Penalty: 3091.760254
	Iteration 39Q: 3 clusters Score -1715973 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 12840 members 
Entering Unmasked Estep 
Score: -1715972.625000 Penalty: 3091.760254
	Iteration 40F: 3 clusters Score -1715973 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (27256 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27256 members 
Entering Unmasked Estep 
Score: -3492075.750000 Penalty: 1659.617188
	Iteration 0F: 2 clusters Score -3492076 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13662 members 
Mstep: Class 2 contains 13594 members 
Entering Unmasked Estep 
Score: -3473634.000000 Penalty: 3319.234375
	Iteration 0F: 3 clusters Score -3473634 nChanged 12435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14027 members 
Mstep: Class 2 contains 13229 members 
Entering Unmasked Estep 
Score: -3480717.000000 Penalty: 3319.234375
	Iteration 1F: 3 clusters Score -3480717 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14288 members 
Mstep: Class 2 contains 12968 members 
Entering Unmasked Estep 
Score: -3481189.250000 Penalty: 3319.234375
	Iteration 2Q: 3 clusters Score -3481189 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14651 members 
Mstep: Class 2 contains 12605 members 
Entering Unmasked Estep 
Score: -3481837.000000 Penalty: 3319.234375
	Iteration 3F: 3 clusters Score -3481837 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15159 members 
Mstep: Class 2 contains 12097 members 
Entering Unmasked Estep 
Score: -3482674.500000 Penalty: 3319.234375
	Iteration 4F: 3 clusters Score -3482674 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15760 members 
Mstep: Class 2 contains 11496 members 
Entering Unmasked Estep 
Score: -3483795.750000 Penalty: 3319.234375
	Iteration 5F: 3 clusters Score -3483796 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16317 members 
Mstep: Class 2 contains 10939 members 
Entering Unmasked Estep 
Score: -3485190.000000 Penalty: 3319.234375
	Iteration 6F: 3 clusters Score -3485190 nChanged 1853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16732 members 
Mstep: Class 2 contains 10524 members 
Entering Unmasked Estep 
Score: -3486827.000000 Penalty: 3319.234375
	Iteration 7F: 3 clusters Score -3486827 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16931 members 
Mstep: Class 2 contains 10325 members 
Entering Unmasked Estep 
Score: -3488369.250000 Penalty: 3319.234375
	Iteration 8F: 3 clusters Score -3488369 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16906 members 
Mstep: Class 2 contains 10350 members 
Entering Unmasked Estep 
Score: -3489490.000000 Penalty: 3319.234375
	Iteration 9F: 3 clusters Score -3489490 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16824 members 
Mstep: Class 2 contains 10432 members 
Entering Unmasked Estep 
Score: -3490093.000000 Penalty: 3319.234375
	Iteration 10Q: 3 clusters Score -3490093 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16709 members 
Mstep: Class 2 contains 10547 members 
Entering Unmasked Estep 
Score: -3490367.250000 Penalty: 3319.234375
	Iteration 11Q: 3 clusters Score -3490367 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16575 members 
Mstep: Class 2 contains 10681 members 
Entering Unmasked Estep 
Score: -3490563.250000 Penalty: 3319.234375
	Iteration 12Q: 3 clusters Score -3490563 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16436 members 
Mstep: Class 2 contains 10820 members 
Entering Unmasked Estep 
Score: -3490667.750000 Penalty: 3319.234375
	Iteration 13Q: 3 clusters Score -3490668 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16331 members 
Mstep: Class 2 contains 10925 members 
Entering Unmasked Estep 
Score: -3490750.750000 Penalty: 3319.234375
	Iteration 14Q: 3 clusters Score -3490751 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16251 members 
Mstep: Class 2 contains 11005 members 
Entering Unmasked Estep 
Score: -3490813.000000 Penalty: 3319.234375
	Iteration 15Q: 3 clusters Score -3490813 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16202 members 
Mstep: Class 2 contains 11054 members 
Entering Unmasked Estep 
Score: -3490915.250000 Penalty: 3319.234375
	Iteration 16Q: 3 clusters Score -3490915 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16200 members 
Mstep: Class 2 contains 11056 members 
Entering Unmasked Estep 
Score: -3491000.000000 Penalty: 3319.234375
	Iteration 17Q: 3 clusters Score -3491000 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16221 members 
Mstep: Class 2 contains 11035 members 
Entering Unmasked Estep 
Score: -3491096.750000 Penalty: 3319.234375
	Iteration 18Q: 3 clusters Score -3491097 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16266 members 
Mstep: Class 2 contains 10990 members 
Entering Unmasked Estep 
Score: -3491178.000000 Penalty: 3319.234375
	Iteration 19Q: 3 clusters Score -3491178 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16335 members 
Mstep: Class 2 contains 10921 members 
Entering Unmasked Estep 
Score: -3491245.000000 Penalty: 3319.234375
	Iteration 20F: 3 clusters Score -3491245 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16406 members 
Mstep: Class 2 contains 10850 members 
Entering Unmasked Estep 
Score: -3491308.500000 Penalty: 3319.234375
	Iteration 21Q: 3 clusters Score -3491308 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16465 members 
Mstep: Class 2 contains 10791 members 
Entering Unmasked Estep 
Score: -3491349.000000 Penalty: 3319.234375
	Iteration 22Q: 3 clusters Score -3491349 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16521 members 
Mstep: Class 2 contains 10735 members 
Entering Unmasked Estep 
Score: -3491381.750000 Penalty: 3319.234375
	Iteration 23Q: 3 clusters Score -3491382 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16577 members 
Mstep: Class 2 contains 10679 members 
Entering Unmasked Estep 
Score: -3491389.500000 Penalty: 3319.234375
	Iteration 24Q: 3 clusters Score -3491390 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16611 members 
Mstep: Class 2 contains 10645 members 
Entering Unmasked Estep 
Score: -3491399.000000 Penalty: 3319.234375
	Iteration 25Q: 3 clusters Score -3491399 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16653 members 
Mstep: Class 2 contains 10603 members 
Entering Unmasked Estep 
Score: -3491396.250000 Penalty: 3319.234375
	Iteration 26Q: 3 clusters Score -3491396 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16677 members 
Mstep: Class 2 contains 10579 members 
Entering Unmasked Estep 
Score: -3491405.000000 Penalty: 3319.234375
	Iteration 27Q: 3 clusters Score -3491405 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16697 members 
Mstep: Class 2 contains 10559 members 
Entering Unmasked Estep 
Score: -3491409.000000 Penalty: 3319.234375
	Iteration 28Q: 3 clusters Score -3491409 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16722 members 
Mstep: Class 2 contains 10534 members 
Entering Unmasked Estep 
Score: -3491408.750000 Penalty: 3319.234375
	Iteration 29Q: 3 clusters Score -3491409 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16732 members 
Mstep: Class 2 contains 10524 members 
Entering Unmasked Estep 
Score: -3491415.500000 Penalty: 3319.234375
	Iteration 30Q: 3 clusters Score -3491416 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16740 members 
Mstep: Class 2 contains 10516 members 
Entering Unmasked Estep 
Score: -3491413.500000 Penalty: 3319.234375
	Iteration 31Q: 3 clusters Score -3491414 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16744 members 
Mstep: Class 2 contains 10512 members 
Entering Unmasked Estep 
Score: -3491416.000000 Penalty: 3319.234375
	Iteration 32Q: 3 clusters Score -3491416 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16750 members 
Mstep: Class 2 contains 10506 members 
Entering Unmasked Estep 
Score: -3491412.000000 Penalty: 3319.234375
	Iteration 33Q: 3 clusters Score -3491412 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16757 members 
Mstep: Class 2 contains 10499 members 
Entering Unmasked Estep 
Score: -3491411.250000 Penalty: 3319.234375
	Iteration 34Q: 3 clusters Score -3491411 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16763 members 
Mstep: Class 2 contains 10493 members 
Entering Unmasked Estep 
Score: -3491410.000000 Penalty: 3319.234375
	Iteration 35Q: 3 clusters Score -3491410 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16768 members 
Mstep: Class 2 contains 10488 members 
Entering Unmasked Estep 
Score: -3491410.750000 Penalty: 3319.234375
	Iteration 36Q: 3 clusters Score -3491411 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16772 members 
Mstep: Class 2 contains 10484 members 
Entering Unmasked Estep 
Score: -3491411.750000 Penalty: 3319.234375
	Iteration 37Q: 3 clusters Score -3491412 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16775 members 
Mstep: Class 2 contains 10481 members 
Entering Unmasked Estep 
Score: -3491409.750000 Penalty: 3319.234375
	Iteration 38Q: 3 clusters Score -3491410 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16779 members 
Mstep: Class 2 contains 10477 members 
Entering Unmasked Estep 
Score: -3491408.500000 Penalty: 3319.234375
	Iteration 39Q: 3 clusters Score -3491408 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16785 members 
Mstep: Class 2 contains 10471 members 
Entering Unmasked Estep 
Score: -3491408.250000 Penalty: 3319.234375
	Iteration 40F: 3 clusters Score -3491408 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16791 members 
Mstep: Class 2 contains 10465 members 
Entering Unmasked Estep 
Score: -3491414.000000 Penalty: 3319.234375
	Iteration 41Q: 3 clusters Score -3491414 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16796 members 
Mstep: Class 2 contains 10460 members 
Entering Unmasked Estep 
Score: -3491417.750000 Penalty: 3319.234375
	Iteration 42Q: 3 clusters Score -3491418 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16800 members 
Mstep: Class 2 contains 10456 members 
Entering Unmasked Estep 
Score: -3491415.000000 Penalty: 3319.234375
	Iteration 43Q: 3 clusters Score -3491415 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16804 members 
Mstep: Class 2 contains 10452 members 
Entering Unmasked Estep 
Score: -3491416.000000 Penalty: 3319.234375
	Iteration 44Q: 3 clusters Score -3491416 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16805 members 
Mstep: Class 2 contains 10451 members 
Entering Unmasked Estep 
Score: -3491415.000000 Penalty: 3319.234375
	Iteration 45Q: 3 clusters Score -3491415 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16805 members 
Mstep: Class 2 contains 10451 members 
Entering Unmasked Estep 
Score: -3491415.000000 Penalty: 3319.234375
	Iteration 46F: 3 clusters Score -3491415 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (50656 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50656 members 
Entering Unmasked Estep 
Score: -6386749.500000 Penalty: 1760.332153
	Iteration 0F: 2 clusters Score -6386750 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25513 members 
Mstep: Class 2 contains 25143 members 
Entering Unmasked Estep 
Score: -6353048.000000 Penalty: 3520.664307
	Iteration 0F: 3 clusters Score -6353048 nChanged 23677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27602 members 
Mstep: Class 2 contains 23054 members 
Entering Unmasked Estep 
Score: -6366864.000000 Penalty: 3520.664307
	Iteration 1F: 3 clusters Score -6366864 nChanged 2567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28975 members 
Mstep: Class 2 contains 21681 members 
Entering Unmasked Estep 
Score: -6367960.000000 Penalty: 3520.664307
	Iteration 2F: 3 clusters Score -6367960 nChanged 2955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30824 members 
Mstep: Class 2 contains 19832 members 
Entering Unmasked Estep 
Score: -6369682.000000 Penalty: 3520.664307
	Iteration 3F: 3 clusters Score -6369682 nChanged 3461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33231 members 
Mstep: Class 2 contains 17425 members 
Entering Unmasked Estep 
Score: -6372057.000000 Penalty: 3520.664307
	Iteration 4F: 3 clusters Score -6372057 nChanged 3576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35903 members 
Mstep: Class 2 contains 14753 members 
Entering Unmasked Estep 
Score: -6374766.500000 Penalty: 3520.664307
	Iteration 5F: 3 clusters Score -6374766 nChanged 3391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38514 members 
Mstep: Class 2 contains 12142 members 
Entering Unmasked Estep 
Score: -6377453.500000 Penalty: 3520.664307
	Iteration 6F: 3 clusters Score -6377454 nChanged 2881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40773 members 
Mstep: Class 2 contains 9883 members 
Entering Unmasked Estep 
Score: -6379801.500000 Penalty: 3520.664307
	Iteration 7F: 3 clusters Score -6379802 nChanged 2162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42483 members 
Mstep: Class 2 contains 8173 members 
Entering Unmasked Estep 
Score: -6381559.500000 Penalty: 3520.664307
	Iteration 8Q: 3 clusters Score -6381560 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43710 members 
Mstep: Class 2 contains 6946 members 
Entering Unmasked Estep 
Score: -6382641.000000 Penalty: 3520.664307
	Iteration 9Q: 3 clusters Score -6382641 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44588 members 
Mstep: Class 2 contains 6068 members 
Entering Unmasked Estep 
Score: -6383246.000000 Penalty: 3520.664307
	Iteration 10Q: 3 clusters Score -6383246 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45340 members 
Mstep: Class 2 contains 5316 members 
Entering Unmasked Estep 
Score: -6383702.500000 Penalty: 3520.664307
	Iteration 11Q: 3 clusters Score -6383702 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45966 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -6384039.500000 Penalty: 3520.664307
	Iteration 12Q: 3 clusters Score -6384040 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46512 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -6384285.500000 Penalty: 3520.664307
	Iteration 13Q: 3 clusters Score -6384286 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47003 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -6384577.500000 Penalty: 3520.664307
	Iteration 14Q: 3 clusters Score -6384578 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47407 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -6384845.500000 Penalty: 3520.664307
	Iteration 15Q: 3 clusters Score -6384846 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47732 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -6385161.000000 Penalty: 3520.664307
	Iteration 16Q: 3 clusters Score -6385161 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47987 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -6385473.000000 Penalty: 3520.664307
	Iteration 17Q: 3 clusters Score -6385473 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48137 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -6385658.500000 Penalty: 3520.664307
	Iteration 18Q: 3 clusters Score -6385658 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48236 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -6385741.500000 Penalty: 3520.664307
	Iteration 19Q: 3 clusters Score -6385742 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48289 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -6385777.000000 Penalty: 3520.664307
	Iteration 20F: 3 clusters Score -6385777 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48314 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -6385795.000000 Penalty: 3520.664307
	Iteration 21Q: 3 clusters Score -6385795 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48335 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -6385811.500000 Penalty: 3520.664307
	Iteration 22Q: 3 clusters Score -6385812 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48359 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -6385821.500000 Penalty: 3520.664307
	Iteration 23Q: 3 clusters Score -6385822 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48380 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -6385818.500000 Penalty: 3520.664307
	Iteration 24Q: 3 clusters Score -6385818 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48396 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -6385830.000000 Penalty: 3520.664307
	Iteration 25Q: 3 clusters Score -6385830 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48413 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -6385834.000000 Penalty: 3520.664307
	Iteration 26Q: 3 clusters Score -6385834 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48421 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -6385837.500000 Penalty: 3520.664307
	Iteration 27Q: 3 clusters Score -6385838 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48432 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -6385842.500000 Penalty: 3520.664307
	Iteration 28Q: 3 clusters Score -6385842 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48438 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -6385840.000000 Penalty: 3520.664307
	Iteration 29Q: 3 clusters Score -6385840 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48448 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -6385846.500000 Penalty: 3520.664307
	Iteration 30Q: 3 clusters Score -6385846 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48454 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -6385849.500000 Penalty: 3520.664307
	Iteration 31Q: 3 clusters Score -6385850 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48458 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -6385843.000000 Penalty: 3520.664307
	Iteration 32Q: 3 clusters Score -6385843 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48463 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -6385841.500000 Penalty: 3520.664307
	Iteration 33Q: 3 clusters Score -6385842 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48469 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -6385843.500000 Penalty: 3520.664307
	Iteration 34Q: 3 clusters Score -6385844 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48471 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -6385844.000000 Penalty: 3520.664307
	Iteration 35Q: 3 clusters Score -6385844 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48471 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -6385844.000000 Penalty: 3520.664307
	Iteration 36F: 3 clusters Score -6385844 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (7974 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7974 members 
Entering Unmasked Estep 
Score: -1006441.000000 Penalty: 1459.890381
	Iteration 0F: 2 clusters Score -1006441 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -1000596.437500 Penalty: 2919.780762
	Iteration 0F: 3 clusters Score -1000596 nChanged 3334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -1002343.562500 Penalty: 2919.780762
	Iteration 1F: 3 clusters Score -1002344 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -1002595.125000 Penalty: 2919.780762
	Iteration 2F: 3 clusters Score -1002595 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -1002810.062500 Penalty: 2919.780762
	Iteration 3F: 3 clusters Score -1002810 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 4806 members 
Entering Unmasked Estep 
Score: -1003009.625000 Penalty: 2919.780762
	Iteration 4Q: 3 clusters Score -1003010 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -1003207.125000 Penalty: 2919.780762
	Iteration 5Q: 3 clusters Score -1003207 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 5189 members 
Entering Unmasked Estep 
Score: -1003439.125000 Penalty: 2919.780762
	Iteration 6Q: 3 clusters Score -1003439 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 5402 members 
Entering Unmasked Estep 
Score: -1003710.500000 Penalty: 2919.780762
	Iteration 7Q: 3 clusters Score -1003710 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 5673 members 
Entering Unmasked Estep 
Score: -1004008.000000 Penalty: 2919.780762
	Iteration 8Q: 3 clusters Score -1004008 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 5935 members 
Entering Unmasked Estep 
Score: -1004300.437500 Penalty: 2919.780762
	Iteration 9Q: 3 clusters Score -1004300 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 6146 members 
Entering Unmasked Estep 
Score: -1004538.500000 Penalty: 2919.780762
	Iteration 10Q: 3 clusters Score -1004538 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 6303 members 
Entering Unmasked Estep 
Score: -1004718.312500 Penalty: 2919.780762
	Iteration 11Q: 3 clusters Score -1004718 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 6443 members 
Entering Unmasked Estep 
Score: -1004909.500000 Penalty: 2919.780762
	Iteration 12Q: 3 clusters Score -1004910 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 6551 members 
Entering Unmasked Estep 
Score: -1005059.687500 Penalty: 2919.780762
	Iteration 13Q: 3 clusters Score -1005060 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 6637 members 
Entering Unmasked Estep 
Score: -1005177.625000 Penalty: 2919.780762
	Iteration 14Q: 3 clusters Score -1005178 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 6690 members 
Entering Unmasked Estep 
Score: -1005269.875000 Penalty: 2919.780762
	Iteration 15Q: 3 clusters Score -1005270 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 6724 members 
Entering Unmasked Estep 
Score: -1005337.375000 Penalty: 2919.780762
	Iteration 16Q: 3 clusters Score -1005337 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 6754 members 
Entering Unmasked Estep 
Score: -1005391.812500 Penalty: 2919.780762
	Iteration 17Q: 3 clusters Score -1005392 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 6760 members 
Entering Unmasked Estep 
Score: -1005438.312500 Penalty: 2919.780762
	Iteration 18Q: 3 clusters Score -1005438 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 6756 members 
Entering Unmasked Estep 
Score: -1005479.937500 Penalty: 2919.780762
	Iteration 19Q: 3 clusters Score -1005480 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 6751 members 
Entering Unmasked Estep 
Score: -1005526.625000 Penalty: 2919.780762
	Iteration 20F: 3 clusters Score -1005527 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 6752 members 
Entering Unmasked Estep 
Score: -1005556.562500 Penalty: 2919.780762
	Iteration 21Q: 3 clusters Score -1005557 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 6749 members 
Entering Unmasked Estep 
Score: -1005573.312500 Penalty: 2919.780762
	Iteration 22Q: 3 clusters Score -1005573 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 6735 members 
Entering Unmasked Estep 
Score: -1005591.437500 Penalty: 2919.780762
	Iteration 23Q: 3 clusters Score -1005591 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 6719 members 
Entering Unmasked Estep 
Score: -1005607.812500 Penalty: 2919.780762
	Iteration 24Q: 3 clusters Score -1005608 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 6701 members 
Entering Unmasked Estep 
Score: -1005620.375000 Penalty: 2919.780762
	Iteration 25Q: 3 clusters Score -1005620 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 6687 members 
Entering Unmasked Estep 
Score: -1005626.812500 Penalty: 2919.780762
	Iteration 26Q: 3 clusters Score -1005627 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 6679 members 
Entering Unmasked Estep 
Score: -1005631.312500 Penalty: 2919.780762
	Iteration 27Q: 3 clusters Score -1005631 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 6670 members 
Entering Unmasked Estep 
Score: -1005633.937500 Penalty: 2919.780762
	Iteration 28Q: 3 clusters Score -1005634 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 6663 members 
Entering Unmasked Estep 
Score: -1005637.437500 Penalty: 2919.780762
	Iteration 29Q: 3 clusters Score -1005637 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 6659 members 
Entering Unmasked Estep 
Score: -1005637.062500 Penalty: 2919.780762
	Iteration 30Q: 3 clusters Score -1005637 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 6655 members 
Entering Unmasked Estep 
Score: -1005642.437500 Penalty: 2919.780762
	Iteration 31Q: 3 clusters Score -1005642 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 6650 members 
Entering Unmasked Estep 
Score: -1005642.687500 Penalty: 2919.780762
	Iteration 32Q: 3 clusters Score -1005643 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 6644 members 
Entering Unmasked Estep 
Score: -1005645.875000 Penalty: 2919.780762
	Iteration 33Q: 3 clusters Score -1005646 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 6637 members 
Entering Unmasked Estep 
Score: -1005645.000000 Penalty: 2919.780762
	Iteration 34Q: 3 clusters Score -1005645 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 6631 members 
Entering Unmasked Estep 
Score: -1005647.000000 Penalty: 2919.780762
	Iteration 35Q: 3 clusters Score -1005647 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 6627 members 
Entering Unmasked Estep 
Score: -1005647.625000 Penalty: 2919.780762
	Iteration 36Q: 3 clusters Score -1005648 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 6622 members 
Entering Unmasked Estep 
Score: -1005649.562500 Penalty: 2919.780762
	Iteration 37Q: 3 clusters Score -1005650 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 6618 members 
Entering Unmasked Estep 
Score: -1005650.937500 Penalty: 2919.780762
	Iteration 38Q: 3 clusters Score -1005651 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 6618 members 
Entering Unmasked Estep 
Score: -1005652.375000 Penalty: 2919.780762
	Iteration 39Q: 3 clusters Score -1005652 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 6619 members 
Entering Unmasked Estep 
Score: -1005653.125000 Penalty: 2919.780762
	Iteration 40F: 3 clusters Score -1005653 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 6619 members 
Entering Unmasked Estep 
Score: -1005651.750000 Penalty: 2919.780762
	Iteration 41Q: 3 clusters Score -1005652 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 6619 members 
Entering Unmasked Estep 
Score: -1005651.750000 Penalty: 2919.780762
	Iteration 42F: 3 clusters Score -1005652 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (4400 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Entering Unmasked Estep 
Score: -459887.406250 Penalty: 1363.270874
	Iteration 0F: 2 clusters Score -459887.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -456381.437500 Penalty: 2726.541748
	Iteration 0F: 3 clusters Score -456381.4 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -457964.531250 Penalty: 2726.541748
	Iteration 1F: 3 clusters Score -457964.5 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -458593.531250 Penalty: 2726.541748
	Iteration 2F: 3 clusters Score -458593.5 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -458974.000000 Penalty: 2726.541748
	Iteration 3F: 3 clusters Score -458974 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -459200.593750 Penalty: 2726.541748
	Iteration 4F: 3 clusters Score -459200.6 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -459354.906250 Penalty: 2726.541748
	Iteration 5Q: 3 clusters Score -459354.9 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -459495.500000 Penalty: 2726.541748
	Iteration 6Q: 3 clusters Score -459495.5 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -459571.906250 Penalty: 2726.541748
	Iteration 7Q: 3 clusters Score -459571.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -459616.312500 Penalty: 2726.541748
	Iteration 8Q: 3 clusters Score -459616.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -459648.437500 Penalty: 2726.541748
	Iteration 9Q: 3 clusters Score -459648.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -459677.218750 Penalty: 2726.541748
	Iteration 10Q: 3 clusters Score -459677.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -459705.281250 Penalty: 2726.541748
	Iteration 11Q: 3 clusters Score -459705.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -459736.218750 Penalty: 2726.541748
	Iteration 12Q: 3 clusters Score -459736.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -459761.718750 Penalty: 2726.541748
	Iteration 13Q: 3 clusters Score -459761.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -459770.062500 Penalty: 2726.541748
	Iteration 14Q: 3 clusters Score -459770.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -459776.500000 Penalty: 2726.541748
	Iteration 15Q: 3 clusters Score -459776.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -459785.031250 Penalty: 2726.541748
	Iteration 16Q: 3 clusters Score -459785 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -459793.531250 Penalty: 2726.541748
	Iteration 17Q: 3 clusters Score -459793.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -459807.250000 Penalty: 2726.541748
	Iteration 18Q: 3 clusters Score -459807.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -459824.656250 Penalty: 2726.541748
	Iteration 19Q: 3 clusters Score -459824.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -459840.000000 Penalty: 2726.541748
	Iteration 20F: 3 clusters Score -459840 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -459849.687500 Penalty: 2726.541748
	Iteration 21Q: 3 clusters Score -459849.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -459856.125000 Penalty: 2726.541748
	Iteration 22Q: 3 clusters Score -459856.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -459859.281250 Penalty: 2726.541748
	Iteration 23Q: 3 clusters Score -459859.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -459865.031250 Penalty: 2726.541748
	Iteration 24Q: 3 clusters Score -459865 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -459868.937500 Penalty: 2726.541748
	Iteration 25Q: 3 clusters Score -459868.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -459870.218750 Penalty: 2726.541748
	Iteration 26Q: 3 clusters Score -459870.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -459871.437500 Penalty: 2726.541748
	Iteration 27Q: 3 clusters Score -459871.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -459872.312500 Penalty: 2726.541748
	Iteration 28Q: 3 clusters Score -459872.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -459873.406250 Penalty: 2726.541748
	Iteration 29Q: 3 clusters Score -459873.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -459874.156250 Penalty: 2726.541748
	Iteration 30Q: 3 clusters Score -459874.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -459875.000000 Penalty: 2726.541748
	Iteration 31Q: 3 clusters Score -459875 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -459877.656250 Penalty: 2726.541748
	Iteration 32Q: 3 clusters Score -459877.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -459881.000000 Penalty: 2726.541748
	Iteration 33Q: 3 clusters Score -459881 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -459881.781250 Penalty: 2726.541748
	Iteration 34Q: 3 clusters Score -459881.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -459882.500000 Penalty: 2726.541748
	Iteration 35Q: 3 clusters Score -459882.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -459884.562500 Penalty: 2726.541748
	Iteration 36Q: 3 clusters Score -459884.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -459886.343750 Penalty: 2726.541748
	Iteration 37Q: 3 clusters Score -459886.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -459886.468750 Penalty: 2726.541748
	Iteration 38Q: 3 clusters Score -459886.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -459887.375000 Penalty: 2726.541748
	Iteration 39Q: 3 clusters Score -459887.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -459888.312500 Penalty: 2726.541748
	Iteration 40F: 3 clusters Score -459888.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 13536 members 
Mstep: Class 2 contains 27256 members 
Mstep: Class 3 contains 50656 members 
Mstep: Class 4 contains 7974 members 
Mstep: Class 5 contains 1932 members 
Mstep: Class 6 contains 3993 members 
Mstep: Class 7 contains 74546 members 
Mstep: Class 8 contains 16453 members 
Mstep: Class 9 contains 21832 members 
Mstep: Class 10 contains 33683 members 
Mstep: Class 11 contains 44988 members 
Mstep: Class 12 contains 12390 members 
Mstep: Class 13 contains 17314 members 
Mstep: Class 14 contains 17923 members 
Mstep: Class 15 contains 466 members 
Mstep: Class 16 contains 8555 members 
Mstep: Class 17 contains 6279 members 
Mstep: Class 18 contains 2837 members 
Mstep: Class 19 contains 3258 members 
Mstep: Class 20 contains 33133 members 
Mstep: Class 21 contains 36511 members 
Mstep: Class 22 contains 25866 members 
Mstep: Class 23 contains 4854 members 
Mstep: Class 24 contains 33647 members 
Mstep: Class 25 contains 2487 members 
Mstep: Class 26 contains 9781 members 
Mstep: Class 27 contains 4451 members 
Mstep: Class 28 contains 38199 members 
Mstep: Class 29 contains 4545 members 
Mstep: Class 30 contains 1826 members 
Mstep: Class 31 contains 3314 members 
Mstep: Class 32 contains 985 members 
Mstep: Class 33 contains 16350 members 
Mstep: Class 34 contains 3059 members 
Mstep: Class 35 contains 147880 members 
Mstep: Class 36 contains 11491 members 
Mstep: Class 37 contains 1762 members 
Mstep: Class 38 contains 22613 members 
Mstep: Class 39 contains 2535 members 
Mstep: Class 40 contains 2468 members 
Mstep: Class 41 contains 11831 members 
Mstep: Class 42 contains 17511 members 
Mstep: Class 43 contains 12806 members 
Mstep: Class 44 contains 685 members 
Mstep: Class 45 contains 2167 members 
Mstep: Class 46 contains 1946 members 
Entering Unmasked Estep 
Score: -100301640.000000 Penalty: 101793.265625
Splitting cluster 5 changes total score from -100302648.000000 to -100301640.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (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: -483140.375000 Penalty: 1347.498535
	Iteration 0F: 2 clusters Score -483140.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -479857.500000 Penalty: 2694.997070
	Iteration 0F: 3 clusters Score -479857.5 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -480744.625000 Penalty: 2694.997070
	Iteration 1F: 3 clusters Score -480744.6 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -480953.656250 Penalty: 2694.997070
	Iteration 2F: 3 clusters Score -480953.7 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -481123.500000 Penalty: 2694.997070
	Iteration 3F: 3 clusters Score -481123.5 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -481285.656250 Penalty: 2694.997070
	Iteration 4F: 3 clusters Score -481285.7 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -481450.156250 Penalty: 2694.997070
	Iteration 5F: 3 clusters Score -481450.2 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -481597.156250 Penalty: 2694.997070
	Iteration 6Q: 3 clusters Score -481597.2 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -481717.718750 Penalty: 2694.997070
	Iteration 7Q: 3 clusters Score -481717.7 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -481793.812500 Penalty: 2694.997070
	Iteration 8Q: 3 clusters Score -481793.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -481828.031250 Penalty: 2694.997070
	Iteration 9Q: 3 clusters Score -481828 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -481853.906250 Penalty: 2694.997070
	Iteration 10Q: 3 clusters Score -481853.9 nChanged 48
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: -481881.000000 Penalty: 2694.997070
	Iteration 11Q: 3 clusters Score -481881 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -481906.656250 Penalty: 2694.997070
	Iteration 12Q: 3 clusters Score -481906.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -481931.750000 Penalty: 2694.997070
	Iteration 13Q: 3 clusters Score -481931.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -481949.875000 Penalty: 2694.997070
	Iteration 14Q: 3 clusters Score -481949.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -481961.156250 Penalty: 2694.997070
	Iteration 15Q: 3 clusters Score -481961.2 nChanged 19
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: -481966.937500 Penalty: 2694.997070
	Iteration 16Q: 3 clusters Score -481966.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -481971.500000 Penalty: 2694.997070
	Iteration 17Q: 3 clusters Score -481971.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -481974.125000 Penalty: 2694.997070
	Iteration 18Q: 3 clusters Score -481974.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -481978.281250 Penalty: 2694.997070
	Iteration 19Q: 3 clusters Score -481978.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -481980.031250 Penalty: 2694.997070
	Iteration 20F: 3 clusters Score -481980 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -481983.875000 Penalty: 2694.997070
	Iteration 21Q: 3 clusters Score -481983.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -481988.187500 Penalty: 2694.997070
	Iteration 22Q: 3 clusters Score -481988.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -481990.656250 Penalty: 2694.997070
	Iteration 23Q: 3 clusters Score -481990.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -481993.312500 Penalty: 2694.997070
	Iteration 24Q: 3 clusters Score -481993.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -481995.000000 Penalty: 2694.997070
	Iteration 25Q: 3 clusters Score -481995 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -481997.812500 Penalty: 2694.997070
	Iteration 26Q: 3 clusters Score -481997.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -482001.343750 Penalty: 2694.997070
	Iteration 27Q: 3 clusters Score -482001.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -482009.437500 Penalty: 2694.997070
	Iteration 28Q: 3 clusters Score -482009.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -482014.093750 Penalty: 2694.997070
	Iteration 29Q: 3 clusters Score -482014.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -482014.031250 Penalty: 2694.997070
	Iteration 30Q: 3 clusters Score -482014 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -482014.031250 Penalty: 2694.997070
	Iteration 31Q: 3 clusters Score -482014 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -482013.812500 Penalty: 2694.997070
	Iteration 32Q: 3 clusters Score -482013.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -482015.750000 Penalty: 2694.997070
	Iteration 33Q: 3 clusters Score -482015.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -482016.250000 Penalty: 2694.997070
	Iteration 34Q: 3 clusters Score -482016.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -482017.718750 Penalty: 2694.997070
	Iteration 35Q: 3 clusters Score -482017.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -482017.531250 Penalty: 2694.997070
	Iteration 36Q: 3 clusters Score -482017.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -482019.968750 Penalty: 2694.997070
	Iteration 37Q: 3 clusters Score -482020 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -482021.062500 Penalty: 2694.997070
	Iteration 38Q: 3 clusters Score -482021.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -482023.468750 Penalty: 2694.997070
	Iteration 39Q: 3 clusters Score -482023.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -482025.968750 Penalty: 2694.997070
	Iteration 40F: 3 clusters Score -482026 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -482027.062500 Penalty: 2694.997070
	Iteration 41Q: 3 clusters Score -482027.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -482029.000000 Penalty: 2694.997070
	Iteration 42Q: 3 clusters Score -482029 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -482031.718750 Penalty: 2694.997070
	Iteration 43Q: 3 clusters Score -482031.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -482034.000000 Penalty: 2694.997070
	Iteration 44Q: 3 clusters Score -482034 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -482034.343750 Penalty: 2694.997070
	Iteration 45Q: 3 clusters Score -482034.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -482036.468750 Penalty: 2694.997070
	Iteration 46Q: 3 clusters Score -482036.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -482037.687500 Penalty: 2694.997070
	Iteration 47Q: 3 clusters Score -482037.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -482040.062500 Penalty: 2694.997070
	Iteration 48Q: 3 clusters Score -482040.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -482040.468750 Penalty: 2694.997070
	Iteration 49Q: 3 clusters Score -482040.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -482041.312500 Penalty: 2694.997070
	Iteration 50Q: 3 clusters Score -482041.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -482041.656250 Penalty: 2694.997070
	Iteration 51Q: 3 clusters Score -482041.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -482041.968750 Penalty: 2694.997070
	Iteration 52Q: 3 clusters Score -482042 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -482041.968750 Penalty: 2694.997070
	Iteration 53F: 3 clusters Score -482042 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (74546 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74546 members 
Entering Unmasked Estep 
Score: -9458095.000000 Penalty: 1823.115356
	Iteration 0F: 2 clusters Score -9458095 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37217 members 
Mstep: Class 2 contains 37329 members 
Entering Unmasked Estep 
Score: -9408501.000000 Penalty: 3646.230713
	Iteration 0F: 3 clusters Score -9408501 nChanged 35365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35720 members 
Mstep: Class 2 contains 38826 members 
Entering Unmasked Estep 
Score: -9429399.000000 Penalty: 3646.230713
	Iteration 1F: 3 clusters Score -9429399 nChanged 3148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34582 members 
Mstep: Class 2 contains 39964 members 
Entering Unmasked Estep 
Score: -9430534.000000 Penalty: 3646.230713
	Iteration 2Q: 3 clusters Score -9430534 nChanged 3774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32816 members 
Mstep: Class 2 contains 41730 members 
Entering Unmasked Estep 
Score: -9432183.000000 Penalty: 3646.230713
	Iteration 3F: 3 clusters Score -9432183 nChanged 4504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30316 members 
Mstep: Class 2 contains 44230 members 
Entering Unmasked Estep 
Score: -9434567.000000 Penalty: 3646.230713
	Iteration 4F: 3 clusters Score -9434567 nChanged 4916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27418 members 
Mstep: Class 2 contains 47128 members 
Entering Unmasked Estep 
Score: -9437425.000000 Penalty: 3646.230713
	Iteration 5F: 3 clusters Score -9437425 nChanged 4766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24396 members 
Mstep: Class 2 contains 50150 members 
Entering Unmasked Estep 
Score: -9439997.000000 Penalty: 3646.230713
	Iteration 6F: 3 clusters Score -9439997 nChanged 4234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21548 members 
Mstep: Class 2 contains 52998 members 
Entering Unmasked Estep 
Score: -9442145.000000 Penalty: 3646.230713
	Iteration 7F: 3 clusters Score -9442145 nChanged 3459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18835 members 
Mstep: Class 2 contains 55711 members 
Entering Unmasked Estep 
Score: -9443809.000000 Penalty: 3646.230713
	Iteration 8Q: 3 clusters Score -9443809 nChanged 3105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16050 members 
Mstep: Class 2 contains 58496 members 
Entering Unmasked Estep 
Score: -9445407.000000 Penalty: 3646.230713
	Iteration 9Q: 3 clusters Score -9445407 nChanged 2920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13208 members 
Mstep: Class 2 contains 61338 members 
Entering Unmasked Estep 
Score: -9447042.000000 Penalty: 3646.230713
	Iteration 10Q: 3 clusters Score -9447042 nChanged 2862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10360 members 
Mstep: Class 2 contains 64186 members 
Entering Unmasked Estep 
Score: -9448763.000000 Penalty: 3646.230713
	Iteration 11Q: 3 clusters Score -9448763 nChanged 2712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7650 members 
Mstep: Class 2 contains 66896 members 
Entering Unmasked Estep 
Score: -9450675.000000 Penalty: 3646.230713
	Iteration 12Q: 3 clusters Score -9450675 nChanged 2421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 69317 members 
Entering Unmasked Estep 
Score: -9452550.000000 Penalty: 3646.230713
	Iteration 13Q: 3 clusters Score -9452550 nChanged 1928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 71245 members 
Entering Unmasked Estep 
Score: -9454182.000000 Penalty: 3646.230713
	Iteration 14Q: 3 clusters Score -9454182 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 72498 members 
Entering Unmasked Estep 
Score: -9455185.000000 Penalty: 3646.230713
	Iteration 15Q: 3 clusters Score -9455185 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 73223 members 
Entering Unmasked Estep 
Score: -9455743.000000 Penalty: 3646.230713
	Iteration 16Q: 3 clusters Score -9455743 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 73585 members 
Entering Unmasked Estep 
Score: -9456050.000000 Penalty: 3646.230713
	Iteration 17Q: 3 clusters Score -9456050 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 73770 members 
Entering Unmasked Estep 
Score: -9456221.000000 Penalty: 3646.230713
	Iteration 18Q: 3 clusters Score -9456221 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 73881 members 
Entering Unmasked Estep 
Score: -9456320.000000 Penalty: 3646.230713
	Iteration 19Q: 3 clusters Score -9456320 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 73952 members 
Entering Unmasked Estep 
Score: -9456373.000000 Penalty: 3646.230713
	Iteration 20F: 3 clusters Score -9456373 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 73984 members 
Entering Unmasked Estep 
Score: -9456397.000000 Penalty: 3646.230713
	Iteration 21Q: 3 clusters Score -9456397 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 74012 members 
Entering Unmasked Estep 
Score: -9456430.000000 Penalty: 3646.230713
	Iteration 22Q: 3 clusters Score -9456430 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 74031 members 
Entering Unmasked Estep 
Score: -9456442.000000 Penalty: 3646.230713
	Iteration 23Q: 3 clusters Score -9456442 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 74043 members 
Entering Unmasked Estep 
Score: -9456449.000000 Penalty: 3646.230713
	Iteration 24Q: 3 clusters Score -9456449 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 74052 members 
Entering Unmasked Estep 
Score: -9456455.000000 Penalty: 3646.230713
	Iteration 25Q: 3 clusters Score -9456455 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 74065 members 
Entering Unmasked Estep 
Score: -9456465.000000 Penalty: 3646.230713
	Iteration 26Q: 3 clusters Score -9456465 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 74074 members 
Entering Unmasked Estep 
Score: -9456471.000000 Penalty: 3646.230713
	Iteration 27Q: 3 clusters Score -9456471 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 74082 members 
Entering Unmasked Estep 
Score: -9456491.000000 Penalty: 3646.230713
	Iteration 28Q: 3 clusters Score -9456491 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 74085 members 
Entering Unmasked Estep 
Score: -9456494.000000 Penalty: 3646.230713
	Iteration 29Q: 3 clusters Score -9456494 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 74089 members 
Entering Unmasked Estep 
Score: -9456497.000000 Penalty: 3646.230713
	Iteration 30Q: 3 clusters Score -9456497 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 74090 members 
Entering Unmasked Estep 
Score: -9456498.000000 Penalty: 3646.230713
	Iteration 31Q: 3 clusters Score -9456498 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 74090 members 
Entering Unmasked Estep 
Score: -9456502.000000 Penalty: 3646.230713
	Iteration 32Q: 3 clusters Score -9456502 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 74088 members 
Entering Unmasked Estep 
Score: -9456509.000000 Penalty: 3646.230713
	Iteration 33Q: 3 clusters Score -9456509 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 74090 members 
Entering Unmasked Estep 
Score: -9456506.000000 Penalty: 3646.230713
	Iteration 34Q: 3 clusters Score -9456506 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 74094 members 
Entering Unmasked Estep 
Score: -9456506.000000 Penalty: 3646.230713
	Iteration 35Q: 3 clusters Score -9456506 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 74098 members 
Entering Unmasked Estep 
Score: -9456516.000000 Penalty: 3646.230713
	Iteration 36Q: 3 clusters Score -9456516 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 74099 members 
Entering Unmasked Estep 
Score: -9456519.000000 Penalty: 3646.230713
	Iteration 37Q: 3 clusters Score -9456519 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 74100 members 
Entering Unmasked Estep 
Score: -9456513.000000 Penalty: 3646.230713
	Iteration 38Q: 3 clusters Score -9456513 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 74101 members 
Entering Unmasked Estep 
Score: -9456511.000000 Penalty: 3646.230713
	Iteration 39Q: 3 clusters Score -9456511 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 74101 members 
Entering Unmasked Estep 
Score: -9456511.000000 Penalty: 3646.230713
	Iteration 40F: 3 clusters Score -9456511 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (16453 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16453 members 
Entering Unmasked Estep 
Score: -2082261.000000 Penalty: 1577.592773
	Iteration 0F: 2 clusters Score -2082261 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8146 members 
Mstep: Class 2 contains 8307 members 
Entering Unmasked Estep 
Score: -2070981.250000 Penalty: 3155.185547
	Iteration 0F: 3 clusters Score -2070981 nChanged 7286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7620 members 
Mstep: Class 2 contains 8833 members 
Entering Unmasked Estep 
Score: -2075067.875000 Penalty: 3155.185547
	Iteration 1F: 3 clusters Score -2075068 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7252 members 
Mstep: Class 2 contains 9201 members 
Entering Unmasked Estep 
Score: -2075645.375000 Penalty: 3155.185547
	Iteration 2F: 3 clusters Score -2075645 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6753 members 
Mstep: Class 2 contains 9700 members 
Entering Unmasked Estep 
Score: -2076328.250000 Penalty: 3155.185547
	Iteration 3F: 3 clusters Score -2076328 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6179 members 
Mstep: Class 2 contains 10274 members 
Entering Unmasked Estep 
Score: -2077058.000000 Penalty: 3155.185547
	Iteration 4F: 3 clusters Score -2077058 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5600 members 
Mstep: Class 2 contains 10853 members 
Entering Unmasked Estep 
Score: -2077721.375000 Penalty: 3155.185547
	Iteration 5F: 3 clusters Score -2077721 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 11400 members 
Entering Unmasked Estep 
Score: -2078309.125000 Penalty: 3155.185547
	Iteration 6F: 3 clusters Score -2078309 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 11901 members 
Entering Unmasked Estep 
Score: -2078833.250000 Penalty: 3155.185547
	Iteration 7Q: 3 clusters Score -2078833 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 12331 members 
Entering Unmasked Estep 
Score: -2079305.250000 Penalty: 3155.185547
	Iteration 8Q: 3 clusters Score -2079305 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 12668 members 
Entering Unmasked Estep 
Score: -2079643.875000 Penalty: 3155.185547
	Iteration 9Q: 3 clusters Score -2079644 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 12958 members 
Entering Unmasked Estep 
Score: -2079873.250000 Penalty: 3155.185547
	Iteration 10Q: 3 clusters Score -2079873 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 13193 members 
Entering Unmasked Estep 
Score: -2080028.250000 Penalty: 3155.185547
	Iteration 11Q: 3 clusters Score -2080028 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 13399 members 
Entering Unmasked Estep 
Score: -2080148.500000 Penalty: 3155.185547
	Iteration 12Q: 3 clusters Score -2080148 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 13623 members 
Entering Unmasked Estep 
Score: -2080288.875000 Penalty: 3155.185547
	Iteration 13Q: 3 clusters Score -2080289 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 13832 members 
Entering Unmasked Estep 
Score: -2080406.750000 Penalty: 3155.185547
	Iteration 14Q: 3 clusters Score -2080407 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 14025 members 
Entering Unmasked Estep 
Score: -2080520.500000 Penalty: 3155.185547
	Iteration 15Q: 3 clusters Score -2080520 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 14193 members 
Entering Unmasked Estep 
Score: -2080615.625000 Penalty: 3155.185547
	Iteration 16Q: 3 clusters Score -2080616 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 14354 members 
Entering Unmasked Estep 
Score: -2080700.500000 Penalty: 3155.185547
	Iteration 17Q: 3 clusters Score -2080700 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 14503 members 
Entering Unmasked Estep 
Score: -2080803.000000 Penalty: 3155.185547
	Iteration 18Q: 3 clusters Score -2080803 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 14632 members 
Entering Unmasked Estep 
Score: -2080873.625000 Penalty: 3155.185547
	Iteration 19Q: 3 clusters Score -2080874 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 14760 members 
Entering Unmasked Estep 
Score: -2080964.625000 Penalty: 3155.185547
	Iteration 20F: 3 clusters Score -2080965 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 14873 members 
Entering Unmasked Estep 
Score: -2081038.500000 Penalty: 3155.185547
	Iteration 21Q: 3 clusters Score -2081038 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 14970 members 
Entering Unmasked Estep 
Score: -2081114.125000 Penalty: 3155.185547
	Iteration 22Q: 3 clusters Score -2081114 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 15052 members 
Entering Unmasked Estep 
Score: -2081187.625000 Penalty: 3155.185547
	Iteration 23Q: 3 clusters Score -2081188 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 15125 members 
Entering Unmasked Estep 
Score: -2081237.125000 Penalty: 3155.185547
	Iteration 24Q: 3 clusters Score -2081237 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 15183 members 
Entering Unmasked Estep 
Score: -2081291.750000 Penalty: 3155.185547
	Iteration 25Q: 3 clusters Score -2081292 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 15243 members 
Entering Unmasked Estep 
Score: -2081351.625000 Penalty: 3155.185547
	Iteration 26Q: 3 clusters Score -2081352 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 15288 members 
Entering Unmasked Estep 
Score: -2081426.625000 Penalty: 3155.185547
	Iteration 27Q: 3 clusters Score -2081427 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 15329 members 
Entering Unmasked Estep 
Score: -2081479.375000 Penalty: 3155.185547
	Iteration 28Q: 3 clusters Score -2081479 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 15360 members 
Entering Unmasked Estep 
Score: -2081514.125000 Penalty: 3155.185547
	Iteration 29Q: 3 clusters Score -2081514 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 15385 members 
Entering Unmasked Estep 
Score: -2081549.250000 Penalty: 3155.185547
	Iteration 30Q: 3 clusters Score -2081549 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 15399 members 
Entering Unmasked Estep 
Score: -2081564.375000 Penalty: 3155.185547
	Iteration 31Q: 3 clusters Score -2081564 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 15410 members 
Entering Unmasked Estep 
Score: -2081576.625000 Penalty: 3155.185547
	Iteration 32Q: 3 clusters Score -2081577 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 15418 members 
Entering Unmasked Estep 
Score: -2081586.125000 Penalty: 3155.185547
	Iteration 33Q: 3 clusters Score -2081586 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 15428 members 
Entering Unmasked Estep 
Score: -2081592.250000 Penalty: 3155.185547
	Iteration 34Q: 3 clusters Score -2081592 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 15431 members 
Entering Unmasked Estep 
Score: -2081596.750000 Penalty: 3155.185547
	Iteration 35Q: 3 clusters Score -2081597 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 15434 members 
Entering Unmasked Estep 
Score: -2081609.875000 Penalty: 3155.185547
	Iteration 36Q: 3 clusters Score -2081610 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 15432 members 
Entering Unmasked Estep 
Score: -2081612.250000 Penalty: 3155.185547
	Iteration 37Q: 3 clusters Score -2081612 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 15425 members 
Entering Unmasked Estep 
Score: -2081612.375000 Penalty: 3155.185547
	Iteration 38Q: 3 clusters Score -2081612 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 15423 members 
Entering Unmasked Estep 
Score: -2081616.500000 Penalty: 3155.185547
	Iteration 39Q: 3 clusters Score -2081616 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 15423 members 
Entering Unmasked Estep 
Score: -2081616.875000 Penalty: 3155.185547
	Iteration 40F: 3 clusters Score -2081617 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 15422 members 
Entering Unmasked Estep 
Score: -2081617.375000 Penalty: 3155.185547
	Iteration 41Q: 3 clusters Score -2081617 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 15420 members 
Entering Unmasked Estep 
Score: -2081617.875000 Penalty: 3155.185547
	Iteration 42Q: 3 clusters Score -2081618 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 15419 members 
Entering Unmasked Estep 
Score: -2081616.875000 Penalty: 3155.185547
	Iteration 43Q: 3 clusters Score -2081617 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 15417 members 
Entering Unmasked Estep 
Score: -2081618.000000 Penalty: 3155.185547
	Iteration 44Q: 3 clusters Score -2081618 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 15414 members 
Entering Unmasked Estep 
Score: -2081620.375000 Penalty: 3155.185547
	Iteration 45Q: 3 clusters Score -2081620 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 15413 members 
Entering Unmasked Estep 
Score: -2081618.375000 Penalty: 3155.185547
	Iteration 46Q: 3 clusters Score -2081618 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 15412 members 
Entering Unmasked Estep 
Score: -2081618.500000 Penalty: 3155.185547
	Iteration 47Q: 3 clusters Score -2081618 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 15411 members 
Entering Unmasked Estep 
Score: -2081620.000000 Penalty: 3155.185547
	Iteration 48Q: 3 clusters Score -2081620 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 15411 members 
Entering Unmasked Estep 
Score: -2081620.000000 Penalty: 3155.185547
	Iteration 49F: 3 clusters Score -2081620 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (21832 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21832 members 
Entering Unmasked Estep 
Score: -2771046.500000 Penalty: 1623.558960
	Iteration 0F: 2 clusters Score -2771046 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10921 members 
Mstep: Class 2 contains 10911 members 
Entering Unmasked Estep 
Score: -2756367.500000 Penalty: 3247.117920
	Iteration 0F: 3 clusters Score -2756368 nChanged 9814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11165 members 
Mstep: Class 2 contains 10667 members 
Entering Unmasked Estep 
Score: -2761534.750000 Penalty: 3247.117920
	Iteration 1F: 3 clusters Score -2761535 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11304 members 
Mstep: Class 2 contains 10528 members 
Entering Unmasked Estep 
Score: -2761896.750000 Penalty: 3247.117920
	Iteration 2Q: 3 clusters Score -2761897 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11505 members 
Mstep: Class 2 contains 10327 members 
Entering Unmasked Estep 
Score: -2762159.750000 Penalty: 3247.117920
	Iteration 3Q: 3 clusters Score -2762160 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11824 members 
Mstep: Class 2 contains 10008 members 
Entering Unmasked Estep 
Score: -2762414.500000 Penalty: 3247.117920
	Iteration 4Q: 3 clusters Score -2762414 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12228 members 
Mstep: Class 2 contains 9604 members 
Entering Unmasked Estep 
Score: -2762667.250000 Penalty: 3247.117920
	Iteration 5Q: 3 clusters Score -2762667 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12744 members 
Mstep: Class 2 contains 9088 members 
Entering Unmasked Estep 
Score: -2762940.250000 Penalty: 3247.117920
	Iteration 6Q: 3 clusters Score -2762940 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13406 members 
Mstep: Class 2 contains 8426 members 
Entering Unmasked Estep 
Score: -2763291.500000 Penalty: 3247.117920
	Iteration 7Q: 3 clusters Score -2763292 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14231 members 
Mstep: Class 2 contains 7601 members 
Entering Unmasked Estep 
Score: -2763729.000000 Penalty: 3247.117920
	Iteration 8Q: 3 clusters Score -2763729 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15281 members 
Mstep: Class 2 contains 6551 members 
Entering Unmasked Estep 
Score: -2764392.750000 Penalty: 3247.117920
	Iteration 9F: 3 clusters Score -2764393 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16496 members 
Mstep: Class 2 contains 5336 members 
Entering Unmasked Estep 
Score: -2765259.250000 Penalty: 3247.117920
	Iteration 10F: 3 clusters Score -2765259 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17769 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -2766312.000000 Penalty: 3247.117920
	Iteration 11F: 3 clusters Score -2766312 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18929 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -2767318.000000 Penalty: 3247.117920
	Iteration 12F: 3 clusters Score -2767318 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19828 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -2768146.000000 Penalty: 3247.117920
	Iteration 13Q: 3 clusters Score -2768146 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20481 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -2768687.250000 Penalty: 3247.117920
	Iteration 14Q: 3 clusters Score -2768687 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20887 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -2769041.500000 Penalty: 3247.117920
	Iteration 15Q: 3 clusters Score -2769042 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21146 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -2769272.250000 Penalty: 3247.117920
	Iteration 16Q: 3 clusters Score -2769272 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21297 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -2769419.500000 Penalty: 3247.117920
	Iteration 17Q: 3 clusters Score -2769420 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21389 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -2769513.750000 Penalty: 3247.117920
	Iteration 18Q: 3 clusters Score -2769514 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21452 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -2769580.750000 Penalty: 3247.117920
	Iteration 19Q: 3 clusters Score -2769581 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21483 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -2769611.750000 Penalty: 3247.117920
	Iteration 20F: 3 clusters Score -2769612 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21507 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -2769635.500000 Penalty: 3247.117920
	Iteration 21Q: 3 clusters Score -2769636 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21524 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -2769654.500000 Penalty: 3247.117920
	Iteration 22Q: 3 clusters Score -2769654 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21539 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -2769669.000000 Penalty: 3247.117920
	Iteration 23Q: 3 clusters Score -2769669 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21547 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -2769672.500000 Penalty: 3247.117920
	Iteration 24Q: 3 clusters Score -2769672 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21550 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -2769678.750000 Penalty: 3247.117920
	Iteration 25Q: 3 clusters Score -2769679 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21554 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -2769679.000000 Penalty: 3247.117920
	Iteration 26Q: 3 clusters Score -2769679 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21555 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -2769680.500000 Penalty: 3247.117920
	Iteration 27Q: 3 clusters Score -2769680 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21556 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -2769684.250000 Penalty: 3247.117920
	Iteration 28Q: 3 clusters Score -2769684 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21556 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -2769684.250000 Penalty: 3247.117920
	Iteration 29F: 3 clusters Score -2769684 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (33683 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33683 members 
Entering Unmasked Estep 
Score: -4064096.500000 Penalty: 1694.021606
	Iteration 0F: 2 clusters Score -4064096 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16871 members 
Mstep: Class 2 contains 16812 members 
Entering Unmasked Estep 
Score: -4041669.750000 Penalty: 3388.043213
	Iteration 0F: 3 clusters Score -4041670 nChanged 15444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17311 members 
Mstep: Class 2 contains 16372 members 
Entering Unmasked Estep 
Score: -4051073.250000 Penalty: 3388.043213
	Iteration 1F: 3 clusters Score -4051073 nChanged 2058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17673 members 
Mstep: Class 2 contains 16010 members 
Entering Unmasked Estep 
Score: -4052231.750000 Penalty: 3388.043213
	Iteration 2F: 3 clusters Score -4052232 nChanged 2200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18205 members 
Mstep: Class 2 contains 15478 members 
Entering Unmasked Estep 
Score: -4053578.000000 Penalty: 3388.043213
	Iteration 3F: 3 clusters Score -4053578 nChanged 2193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18962 members 
Mstep: Class 2 contains 14721 members 
Entering Unmasked Estep 
Score: -4054854.750000 Penalty: 3388.043213
	Iteration 4F: 3 clusters Score -4054855 nChanged 2060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19904 members 
Mstep: Class 2 contains 13779 members 
Entering Unmasked Estep 
Score: -4056039.250000 Penalty: 3388.043213
	Iteration 5F: 3 clusters Score -4056039 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20993 members 
Mstep: Class 2 contains 12690 members 
Entering Unmasked Estep 
Score: -4057142.750000 Penalty: 3388.043213
	Iteration 6F: 3 clusters Score -4057143 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22251 members 
Mstep: Class 2 contains 11432 members 
Entering Unmasked Estep 
Score: -4058334.250000 Penalty: 3388.043213
	Iteration 7F: 3 clusters Score -4058334 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23557 members 
Mstep: Class 2 contains 10126 members 
Entering Unmasked Estep 
Score: -4059486.750000 Penalty: 3388.043213
	Iteration 8Q: 3 clusters Score -4059487 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24698 members 
Mstep: Class 2 contains 8985 members 
Entering Unmasked Estep 
Score: -4060352.250000 Penalty: 3388.043213
	Iteration 9Q: 3 clusters Score -4060352 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25657 members 
Mstep: Class 2 contains 8026 members 
Entering Unmasked Estep 
Score: -4060961.000000 Penalty: 3388.043213
	Iteration 10Q: 3 clusters Score -4060961 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26427 members 
Mstep: Class 2 contains 7256 members 
Entering Unmasked Estep 
Score: -4061338.500000 Penalty: 3388.043213
	Iteration 11Q: 3 clusters Score -4061338 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27117 members 
Mstep: Class 2 contains 6566 members 
Entering Unmasked Estep 
Score: -4061613.250000 Penalty: 3388.043213
	Iteration 12Q: 3 clusters Score -4061613 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27717 members 
Mstep: Class 2 contains 5966 members 
Entering Unmasked Estep 
Score: -4061878.750000 Penalty: 3388.043213
	Iteration 13Q: 3 clusters Score -4061879 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28272 members 
Mstep: Class 2 contains 5411 members 
Entering Unmasked Estep 
Score: -4062111.500000 Penalty: 3388.043213
	Iteration 14Q: 3 clusters Score -4062112 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28769 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -4062278.500000 Penalty: 3388.043213
	Iteration 15Q: 3 clusters Score -4062278 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29206 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -4062436.250000 Penalty: 3388.043213
	Iteration 16Q: 3 clusters Score -4062436 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29634 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -4062585.500000 Penalty: 3388.043213
	Iteration 17Q: 3 clusters Score -4062586 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30011 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -4062720.750000 Penalty: 3388.043213
	Iteration 18Q: 3 clusters Score -4062721 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30360 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -4062854.250000 Penalty: 3388.043213
	Iteration 19Q: 3 clusters Score -4062854 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30624 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -4062928.000000 Penalty: 3388.043213
	Iteration 20F: 3 clusters Score -4062928 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30852 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -4063022.000000 Penalty: 3388.043213
	Iteration 21Q: 3 clusters Score -4063022 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31057 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -4063092.000000 Penalty: 3388.043213
	Iteration 22Q: 3 clusters Score -4063092 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31237 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -4063152.750000 Penalty: 3388.043213
	Iteration 23Q: 3 clusters Score -4063153 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31386 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -4063189.500000 Penalty: 3388.043213
	Iteration 24Q: 3 clusters Score -4063190 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31509 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -4063219.500000 Penalty: 3388.043213
	Iteration 25Q: 3 clusters Score -4063220 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31616 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -4063241.750000 Penalty: 3388.043213
	Iteration 26Q: 3 clusters Score -4063242 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31693 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -4063258.750000 Penalty: 3388.043213
	Iteration 27Q: 3 clusters Score -4063259 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31749 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -4063272.000000 Penalty: 3388.043213
	Iteration 28Q: 3 clusters Score -4063272 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31793 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -4063270.750000 Penalty: 3388.043213
	Iteration 29Q: 3 clusters Score -4063271 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31830 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -4063280.000000 Penalty: 3388.043213
	Iteration 30Q: 3 clusters Score -4063280 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31855 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -4063281.500000 Penalty: 3388.043213
	Iteration 31Q: 3 clusters Score -4063282 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31877 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -4063290.750000 Penalty: 3388.043213
	Iteration 32Q: 3 clusters Score -4063291 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31892 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -4063292.000000 Penalty: 3388.043213
	Iteration 33Q: 3 clusters Score -4063292 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31908 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -4063296.750000 Penalty: 3388.043213
	Iteration 34Q: 3 clusters Score -4063297 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31914 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -4063301.250000 Penalty: 3388.043213
	Iteration 35Q: 3 clusters Score -4063301 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31922 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -4063299.250000 Penalty: 3388.043213
	Iteration 36Q: 3 clusters Score -4063299 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31930 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -4063303.500000 Penalty: 3388.043213
	Iteration 37Q: 3 clusters Score -4063304 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31939 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -4063307.750000 Penalty: 3388.043213
	Iteration 38Q: 3 clusters Score -4063308 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31944 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -4063310.500000 Penalty: 3388.043213
	Iteration 39Q: 3 clusters Score -4063310 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31949 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -4063309.250000 Penalty: 3388.043213
	Iteration 40F: 3 clusters Score -4063309 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31953 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -4063311.250000 Penalty: 3388.043213
	Iteration 41Q: 3 clusters Score -4063311 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31962 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -4063311.000000 Penalty: 3388.043213
	Iteration 42Q: 3 clusters Score -4063311 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31975 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -4063310.250000 Penalty: 3388.043213
	Iteration 43Q: 3 clusters Score -4063310 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31988 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -4063318.000000 Penalty: 3388.043213
	Iteration 44Q: 3 clusters Score -4063318 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31995 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -4063323.250000 Penalty: 3388.043213
	Iteration 45Q: 3 clusters Score -4063323 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32001 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -4063325.250000 Penalty: 3388.043213
	Iteration 46Q: 3 clusters Score -4063325 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32008 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -4063325.500000 Penalty: 3388.043213
	Iteration 47Q: 3 clusters Score -4063326 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32015 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -4063323.500000 Penalty: 3388.043213
	Iteration 48Q: 3 clusters Score -4063324 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32021 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -4063325.750000 Penalty: 3388.043213
	Iteration 49Q: 3 clusters Score -4063326 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32026 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -4063329.000000 Penalty: 3388.043213
	Iteration 50Q: 3 clusters Score -4063329 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32032 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -4063327.750000 Penalty: 3388.043213
	Iteration 51Q: 3 clusters Score -4063328 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32040 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -4063328.000000 Penalty: 3388.043213
	Iteration 52Q: 3 clusters Score -4063328 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32042 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -4063328.250000 Penalty: 3388.043213
	Iteration 53Q: 3 clusters Score -4063328 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32045 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -4063328.500000 Penalty: 3388.043213
	Iteration 54Q: 3 clusters Score -4063328 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32045 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -4063326.000000 Penalty: 3388.043213
	Iteration 55Q: 3 clusters Score -4063326 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32046 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -4063329.250000 Penalty: 3388.043213
	Iteration 56Q: 3 clusters Score -4063329 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32050 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -4063326.250000 Penalty: 3388.043213
	Iteration 57Q: 3 clusters Score -4063326 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32056 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -4063325.750000 Penalty: 3388.043213
	Iteration 58Q: 3 clusters Score -4063326 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32064 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -4063338.500000 Penalty: 3388.043213
	Iteration 59Q: 3 clusters Score -4063338 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32069 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -4063337.250000 Penalty: 3388.043213
	Iteration 60F: 3 clusters Score -4063337 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32072 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -4063340.500000 Penalty: 3388.043213
	Iteration 61Q: 3 clusters Score -4063340 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32072 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -4063340.500000 Penalty: 3388.043213
	Iteration 62F: 3 clusters Score -4063340 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (44988 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44988 members 
Entering Unmasked Estep 
Score: -5682536.000000 Penalty: 1741.049561
	Iteration 0F: 2 clusters Score -5682536 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22568 members 
Mstep: Class 2 contains 22420 members 
Entering Unmasked Estep 
Score: -5652121.000000 Penalty: 3482.099121
	Iteration 0F: 3 clusters Score -5652121 nChanged 21276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24302 members 
Mstep: Class 2 contains 20686 members 
Entering Unmasked Estep 
Score: -5664786.000000 Penalty: 3482.099121
	Iteration 1F: 3 clusters Score -5664786 nChanged 2333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25583 members 
Mstep: Class 2 contains 19405 members 
Entering Unmasked Estep 
Score: -5665686.500000 Penalty: 3482.099121
	Iteration 2F: 3 clusters Score -5665686 nChanged 2579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27392 members 
Mstep: Class 2 contains 17596 members 
Entering Unmasked Estep 
Score: -5666931.500000 Penalty: 3482.099121
	Iteration 3F: 3 clusters Score -5666932 nChanged 2855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29695 members 
Mstep: Class 2 contains 15293 members 
Entering Unmasked Estep 
Score: -5668536.500000 Penalty: 3482.099121
	Iteration 4F: 3 clusters Score -5668536 nChanged 3127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32484 members 
Mstep: Class 2 contains 12504 members 
Entering Unmasked Estep 
Score: -5670625.500000 Penalty: 3482.099121
	Iteration 5F: 3 clusters Score -5670626 nChanged 3211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35509 members 
Mstep: Class 2 contains 9479 members 
Entering Unmasked Estep 
Score: -5673042.000000 Penalty: 3482.099121
	Iteration 6F: 3 clusters Score -5673042 nChanged 2889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38342 members 
Mstep: Class 2 contains 6646 members 
Entering Unmasked Estep 
Score: -5675408.000000 Penalty: 3482.099121
	Iteration 7F: 3 clusters Score -5675408 nChanged 2421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40745 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -5677546.500000 Penalty: 3482.099121
	Iteration 8F: 3 clusters Score -5677546 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42474 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -5679006.500000 Penalty: 3482.099121
	Iteration 9Q: 3 clusters Score -5679006 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43562 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -5679955.000000 Penalty: 3482.099121
	Iteration 10Q: 3 clusters Score -5679955 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44148 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -5680475.500000 Penalty: 3482.099121
	Iteration 11Q: 3 clusters Score -5680476 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44435 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -5680715.000000 Penalty: 3482.099121
	Iteration 12Q: 3 clusters Score -5680715 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44566 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -5680836.000000 Penalty: 3482.099121
	Iteration 13Q: 3 clusters Score -5680836 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44632 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -5680915.500000 Penalty: 3482.099121
	Iteration 14Q: 3 clusters Score -5680916 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44677 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -5680983.000000 Penalty: 3482.099121
	Iteration 15Q: 3 clusters Score -5680983 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44702 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -5681004.500000 Penalty: 3482.099121
	Iteration 16Q: 3 clusters Score -5681004 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44711 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -5681015.500000 Penalty: 3482.099121
	Iteration 17Q: 3 clusters Score -5681016 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44719 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -5681025.000000 Penalty: 3482.099121
	Iteration 18Q: 3 clusters Score -5681025 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44725 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -5681033.500000 Penalty: 3482.099121
	Iteration 19Q: 3 clusters Score -5681034 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44732 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -5681045.500000 Penalty: 3482.099121
	Iteration 20F: 3 clusters Score -5681046 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44742 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -5681061.000000 Penalty: 3482.099121
	Iteration 21Q: 3 clusters Score -5681061 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44746 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -5681063.000000 Penalty: 3482.099121
	Iteration 22Q: 3 clusters Score -5681063 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44747 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -5681068.500000 Penalty: 3482.099121
	Iteration 23Q: 3 clusters Score -5681068 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44750 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -5681067.000000 Penalty: 3482.099121
	Iteration 24Q: 3 clusters Score -5681067 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44750 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -5681067.000000 Penalty: 3482.099121
	Iteration 25F: 3 clusters Score -5681067 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (12390 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12390 members 
Entering Unmasked Estep 
Score: -1569477.000000 Penalty: 1531.504883
	Iteration 0F: 2 clusters Score -1569477 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6287 members 
Mstep: Class 2 contains 6103 members 
Entering Unmasked Estep 
Score: -1560784.250000 Penalty: 3063.009766
	Iteration 0F: 3 clusters Score -1560784 nChanged 5487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6640 members 
Mstep: Class 2 contains 5750 members 
Entering Unmasked Estep 
Score: -1563740.875000 Penalty: 3063.009766
	Iteration 1F: 3 clusters Score -1563741 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6837 members 
Mstep: Class 2 contains 5553 members 
Entering Unmasked Estep 
Score: -1564096.625000 Penalty: 3063.009766
	Iteration 2F: 3 clusters Score -1564097 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7063 members 
Mstep: Class 2 contains 5327 members 
Entering Unmasked Estep 
Score: -1564408.125000 Penalty: 3063.009766
	Iteration 3F: 3 clusters Score -1564408 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7300 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -1564738.500000 Penalty: 3063.009766
	Iteration 4Q: 3 clusters Score -1564738 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7607 members 
Mstep: Class 2 contains 4783 members 
Entering Unmasked Estep 
Score: -1565124.875000 Penalty: 3063.009766
	Iteration 5Q: 3 clusters Score -1565125 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7956 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -1565543.375000 Penalty: 3063.009766
	Iteration 6F: 3 clusters Score -1565543 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8302 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -1566028.750000 Penalty: 3063.009766
	Iteration 7F: 3 clusters Score -1566029 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8643 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -1566586.625000 Penalty: 3063.009766
	Iteration 8F: 3 clusters Score -1566587 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8955 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -1567088.875000 Penalty: 3063.009766
	Iteration 9F: 3 clusters Score -1567089 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9259 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -1567481.000000 Penalty: 3063.009766
	Iteration 10Q: 3 clusters Score -1567481 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9543 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -1567812.625000 Penalty: 3063.009766
	Iteration 11Q: 3 clusters Score -1567813 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9743 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -1568035.375000 Penalty: 3063.009766
	Iteration 12Q: 3 clusters Score -1568035 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9884 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -1568184.625000 Penalty: 3063.009766
	Iteration 13Q: 3 clusters Score -1568185 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9985 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -1568262.250000 Penalty: 3063.009766
	Iteration 14Q: 3 clusters Score -1568262 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10065 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -1568318.250000 Penalty: 3063.009766
	Iteration 15Q: 3 clusters Score -1568318 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10126 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -1568345.875000 Penalty: 3063.009766
	Iteration 16Q: 3 clusters Score -1568346 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10177 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -1568372.625000 Penalty: 3063.009766
	Iteration 17Q: 3 clusters Score -1568373 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10222 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -1568389.125000 Penalty: 3063.009766
	Iteration 18Q: 3 clusters Score -1568389 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10271 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -1568407.250000 Penalty: 3063.009766
	Iteration 19Q: 3 clusters Score -1568407 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10313 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -1568421.875000 Penalty: 3063.009766
	Iteration 20F: 3 clusters Score -1568422 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10345 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -1568437.750000 Penalty: 3063.009766
	Iteration 21Q: 3 clusters Score -1568438 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10383 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -1568445.375000 Penalty: 3063.009766
	Iteration 22Q: 3 clusters Score -1568445 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10410 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -1568456.875000 Penalty: 3063.009766
	Iteration 23Q: 3 clusters Score -1568457 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10444 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -1568469.625000 Penalty: 3063.009766
	Iteration 24Q: 3 clusters Score -1568470 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10476 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -1568477.875000 Penalty: 3063.009766
	Iteration 25Q: 3 clusters Score -1568478 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10505 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -1568491.125000 Penalty: 3063.009766
	Iteration 26Q: 3 clusters Score -1568491 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10530 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -1568503.000000 Penalty: 3063.009766
	Iteration 27Q: 3 clusters Score -1568503 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10547 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -1568508.625000 Penalty: 3063.009766
	Iteration 28Q: 3 clusters Score -1568509 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10572 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -1568515.125000 Penalty: 3063.009766
	Iteration 29Q: 3 clusters Score -1568515 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10596 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -1568521.750000 Penalty: 3063.009766
	Iteration 30Q: 3 clusters Score -1568522 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10620 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -1568527.750000 Penalty: 3063.009766
	Iteration 31Q: 3 clusters Score -1568528 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10645 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -1568534.625000 Penalty: 3063.009766
	Iteration 32Q: 3 clusters Score -1568535 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10677 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -1568547.750000 Penalty: 3063.009766
	Iteration 33Q: 3 clusters Score -1568548 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10707 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -1568560.750000 Penalty: 3063.009766
	Iteration 34Q: 3 clusters Score -1568561 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10731 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -1568568.500000 Penalty: 3063.009766
	Iteration 35Q: 3 clusters Score -1568568 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10760 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -1568581.125000 Penalty: 3063.009766
	Iteration 36Q: 3 clusters Score -1568581 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10787 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -1568593.875000 Penalty: 3063.009766
	Iteration 37Q: 3 clusters Score -1568594 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10810 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -1568604.875000 Penalty: 3063.009766
	Iteration 38Q: 3 clusters Score -1568605 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10824 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -1568610.500000 Penalty: 3063.009766
	Iteration 39Q: 3 clusters Score -1568610 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10839 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -1568613.500000 Penalty: 3063.009766
	Iteration 40F: 3 clusters Score -1568614 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10853 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -1568617.000000 Penalty: 3063.009766
	Iteration 41Q: 3 clusters Score -1568617 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10861 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -1568616.375000 Penalty: 3063.009766
	Iteration 42Q: 3 clusters Score -1568616 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10867 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -1568616.250000 Penalty: 3063.009766
	Iteration 43Q: 3 clusters Score -1568616 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10874 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -1568619.375000 Penalty: 3063.009766
	Iteration 44Q: 3 clusters Score -1568619 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10880 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -1568619.000000 Penalty: 3063.009766
	Iteration 45Q: 3 clusters Score -1568619 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10883 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -1568621.375000 Penalty: 3063.009766
	Iteration 46Q: 3 clusters Score -1568621 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10889 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -1568620.250000 Penalty: 3063.009766
	Iteration 47Q: 3 clusters Score -1568620 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10891 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -1568623.250000 Penalty: 3063.009766
	Iteration 48Q: 3 clusters Score -1568623 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10891 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -1568625.875000 Penalty: 3063.009766
	Iteration 49Q: 3 clusters Score -1568626 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10891 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -1568625.000000 Penalty: 3063.009766
	Iteration 50Q: 3 clusters Score -1568625 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10888 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -1568629.250000 Penalty: 3063.009766
	Iteration 51Q: 3 clusters Score -1568629 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10888 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -1568630.125000 Penalty: 3063.009766
	Iteration 52Q: 3 clusters Score -1568630 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10888 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -1568629.875000 Penalty: 3063.009766
	Iteration 53Q: 3 clusters Score -1568630 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10888 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -1568629.875000 Penalty: 3063.009766
	Iteration 54Q: 3 clusters Score -1568630 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10888 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -1568629.875000 Penalty: 3063.009766
	Iteration 55Q: 3 clusters Score -1568630 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10889 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -1568628.750000 Penalty: 3063.009766
	Iteration 56Q: 3 clusters Score -1568629 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10889 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -1568628.750000 Penalty: 3063.009766
	Iteration 57F: 3 clusters Score -1568629 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (17314 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17314 members 
Entering Unmasked Estep 
Score: -2177902.000000 Penalty: 1585.881470
	Iteration 0F: 2 clusters Score -2177902 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8632 members 
Mstep: Class 2 contains 8682 members 
Entering Unmasked Estep 
Score: -2165961.750000 Penalty: 3171.762939
	Iteration 0F: 3 clusters Score -2165962 nChanged 7748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8632 members 
Mstep: Class 2 contains 8682 members 
Entering Unmasked Estep 
Score: -2170229.000000 Penalty: 3171.762939
	Iteration 1F: 3 clusters Score -2170229 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8656 members 
Mstep: Class 2 contains 8658 members 
Entering Unmasked Estep 
Score: -2170536.000000 Penalty: 3171.762939
	Iteration 2F: 3 clusters Score -2170536 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8661 members 
Mstep: Class 2 contains 8653 members 
Entering Unmasked Estep 
Score: -2170812.250000 Penalty: 3171.762939
	Iteration 3Q: 3 clusters Score -2170812 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8697 members 
Mstep: Class 2 contains 8617 members 
Entering Unmasked Estep 
Score: -2171091.000000 Penalty: 3171.762939
	Iteration 4Q: 3 clusters Score -2171091 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8783 members 
Mstep: Class 2 contains 8531 members 
Entering Unmasked Estep 
Score: -2171409.000000 Penalty: 3171.762939
	Iteration 5Q: 3 clusters Score -2171409 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8862 members 
Mstep: Class 2 contains 8452 members 
Entering Unmasked Estep 
Score: -2171787.500000 Penalty: 3171.762939
	Iteration 6Q: 3 clusters Score -2171788 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8917 members 
Mstep: Class 2 contains 8397 members 
Entering Unmasked Estep 
Score: -2172276.000000 Penalty: 3171.762939
	Iteration 7Q: 3 clusters Score -2172276 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8974 members 
Mstep: Class 2 contains 8340 members 
Entering Unmasked Estep 
Score: -2172845.250000 Penalty: 3171.762939
	Iteration 8F: 3 clusters Score -2172845 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8945 members 
Mstep: Class 2 contains 8369 members 
Entering Unmasked Estep 
Score: -2173496.250000 Penalty: 3171.762939
	Iteration 9F: 3 clusters Score -2173496 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8876 members 
Mstep: Class 2 contains 8438 members 
Entering Unmasked Estep 
Score: -2174143.250000 Penalty: 3171.762939
	Iteration 10F: 3 clusters Score -2174143 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8778 members 
Mstep: Class 2 contains 8536 members 
Entering Unmasked Estep 
Score: -2174740.250000 Penalty: 3171.762939
	Iteration 11F: 3 clusters Score -2174740 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8724 members 
Mstep: Class 2 contains 8590 members 
Entering Unmasked Estep 
Score: -2175179.500000 Penalty: 3171.762939
	Iteration 12Q: 3 clusters Score -2175180 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8730 members 
Mstep: Class 2 contains 8584 members 
Entering Unmasked Estep 
Score: -2175489.000000 Penalty: 3171.762939
	Iteration 13Q: 3 clusters Score -2175489 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8787 members 
Mstep: Class 2 contains 8527 members 
Entering Unmasked Estep 
Score: -2175717.500000 Penalty: 3171.762939
	Iteration 14Q: 3 clusters Score -2175718 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8875 members 
Mstep: Class 2 contains 8439 members 
Entering Unmasked Estep 
Score: -2175867.000000 Penalty: 3171.762939
	Iteration 15Q: 3 clusters Score -2175867 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8975 members 
Mstep: Class 2 contains 8339 members 
Entering Unmasked Estep 
Score: -2175952.000000 Penalty: 3171.762939
	Iteration 16Q: 3 clusters Score -2175952 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9070 members 
Mstep: Class 2 contains 8244 members 
Entering Unmasked Estep 
Score: -2175998.750000 Penalty: 3171.762939
	Iteration 17Q: 3 clusters Score -2175999 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9163 members 
Mstep: Class 2 contains 8151 members 
Entering Unmasked Estep 
Score: -2176031.000000 Penalty: 3171.762939
	Iteration 18Q: 3 clusters Score -2176031 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9256 members 
Mstep: Class 2 contains 8058 members 
Entering Unmasked Estep 
Score: -2176048.250000 Penalty: 3171.762939
	Iteration 19Q: 3 clusters Score -2176048 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9341 members 
Mstep: Class 2 contains 7973 members 
Entering Unmasked Estep 
Score: -2176064.500000 Penalty: 3171.762939
	Iteration 20F: 3 clusters Score -2176064 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9419 members 
Mstep: Class 2 contains 7895 members 
Entering Unmasked Estep 
Score: -2176076.250000 Penalty: 3171.762939
	Iteration 21Q: 3 clusters Score -2176076 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9483 members 
Mstep: Class 2 contains 7831 members 
Entering Unmasked Estep 
Score: -2176078.750000 Penalty: 3171.762939
	Iteration 22Q: 3 clusters Score -2176079 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9551 members 
Mstep: Class 2 contains 7763 members 
Entering Unmasked Estep 
Score: -2176088.750000 Penalty: 3171.762939
	Iteration 23Q: 3 clusters Score -2176089 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9615 members 
Mstep: Class 2 contains 7699 members 
Entering Unmasked Estep 
Score: -2176094.250000 Penalty: 3171.762939
	Iteration 24Q: 3 clusters Score -2176094 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9678 members 
Mstep: Class 2 contains 7636 members 
Entering Unmasked Estep 
Score: -2176107.000000 Penalty: 3171.762939
	Iteration 25Q: 3 clusters Score -2176107 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9748 members 
Mstep: Class 2 contains 7566 members 
Entering Unmasked Estep 
Score: -2176122.500000 Penalty: 3171.762939
	Iteration 26Q: 3 clusters Score -2176122 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9812 members 
Mstep: Class 2 contains 7502 members 
Entering Unmasked Estep 
Score: -2176128.750000 Penalty: 3171.762939
	Iteration 27Q: 3 clusters Score -2176129 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9868 members 
Mstep: Class 2 contains 7446 members 
Entering Unmasked Estep 
Score: -2176137.000000 Penalty: 3171.762939
	Iteration 28Q: 3 clusters Score -2176137 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9921 members 
Mstep: Class 2 contains 7393 members 
Entering Unmasked Estep 
Score: -2176148.750000 Penalty: 3171.762939
	Iteration 29Q: 3 clusters Score -2176149 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9982 members 
Mstep: Class 2 contains 7332 members 
Entering Unmasked Estep 
Score: -2176156.000000 Penalty: 3171.762939
	Iteration 30Q: 3 clusters Score -2176156 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10039 members 
Mstep: Class 2 contains 7275 members 
Entering Unmasked Estep 
Score: -2176160.000000 Penalty: 3171.762939
	Iteration 31Q: 3 clusters Score -2176160 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10097 members 
Mstep: Class 2 contains 7217 members 
Entering Unmasked Estep 
Score: -2176166.500000 Penalty: 3171.762939
	Iteration 32Q: 3 clusters Score -2176166 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10139 members 
Mstep: Class 2 contains 7175 members 
Entering Unmasked Estep 
Score: -2176170.500000 Penalty: 3171.762939
	Iteration 33Q: 3 clusters Score -2176170 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10185 members 
Mstep: Class 2 contains 7129 members 
Entering Unmasked Estep 
Score: -2176177.500000 Penalty: 3171.762939
	Iteration 34Q: 3 clusters Score -2176178 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10247 members 
Mstep: Class 2 contains 7067 members 
Entering Unmasked Estep 
Score: -2176192.250000 Penalty: 3171.762939
	Iteration 35Q: 3 clusters Score -2176192 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10314 members 
Mstep: Class 2 contains 7000 members 
Entering Unmasked Estep 
Score: -2176202.000000 Penalty: 3171.762939
	Iteration 36Q: 3 clusters Score -2176202 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10380 members 
Mstep: Class 2 contains 6934 members 
Entering Unmasked Estep 
Score: -2176211.000000 Penalty: 3171.762939
	Iteration 37Q: 3 clusters Score -2176211 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10457 members 
Mstep: Class 2 contains 6857 members 
Entering Unmasked Estep 
Score: -2176231.750000 Penalty: 3171.762939
	Iteration 38Q: 3 clusters Score -2176232 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10550 members 
Mstep: Class 2 contains 6764 members 
Entering Unmasked Estep 
Score: -2176263.500000 Penalty: 3171.762939
	Iteration 39Q: 3 clusters Score -2176264 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10660 members 
Mstep: Class 2 contains 6654 members 
Entering Unmasked Estep 
Score: -2176293.750000 Penalty: 3171.762939
	Iteration 40F: 3 clusters Score -2176294 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10775 members 
Mstep: Class 2 contains 6539 members 
Entering Unmasked Estep 
Score: -2176330.500000 Penalty: 3171.762939
	Iteration 41Q: 3 clusters Score -2176330 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10891 members 
Mstep: Class 2 contains 6423 members 
Entering Unmasked Estep 
Score: -2176371.000000 Penalty: 3171.762939
	Iteration 42Q: 3 clusters Score -2176371 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11021 members 
Mstep: Class 2 contains 6293 members 
Entering Unmasked Estep 
Score: -2176418.000000 Penalty: 3171.762939
	Iteration 43Q: 3 clusters Score -2176418 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11159 members 
Mstep: Class 2 contains 6155 members 
Entering Unmasked Estep 
Score: -2176474.750000 Penalty: 3171.762939
	Iteration 44Q: 3 clusters Score -2176475 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11310 members 
Mstep: Class 2 contains 6004 members 
Entering Unmasked Estep 
Score: -2176549.000000 Penalty: 3171.762939
	Iteration 45Q: 3 clusters Score -2176549 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11430 members 
Mstep: Class 2 contains 5884 members 
Entering Unmasked Estep 
Score: -2176603.500000 Penalty: 3171.762939
	Iteration 46Q: 3 clusters Score -2176604 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11551 members 
Mstep: Class 2 contains 5763 members 
Entering Unmasked Estep 
Score: -2176654.500000 Penalty: 3171.762939
	Iteration 47Q: 3 clusters Score -2176654 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11675 members 
Mstep: Class 2 contains 5639 members 
Entering Unmasked Estep 
Score: -2176703.500000 Penalty: 3171.762939
	Iteration 48Q: 3 clusters Score -2176704 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11787 members 
Mstep: Class 2 contains 5527 members 
Entering Unmasked Estep 
Score: -2176739.750000 Penalty: 3171.762939
	Iteration 49Q: 3 clusters Score -2176740 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11880 members 
Mstep: Class 2 contains 5434 members 
Entering Unmasked Estep 
Score: -2176761.250000 Penalty: 3171.762939
	Iteration 50Q: 3 clusters Score -2176761 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11954 members 
Mstep: Class 2 contains 5360 members 
Entering Unmasked Estep 
Score: -2176773.250000 Penalty: 3171.762939
	Iteration 51Q: 3 clusters Score -2176773 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12029 members 
Mstep: Class 2 contains 5285 members 
Entering Unmasked Estep 
Score: -2176780.750000 Penalty: 3171.762939
	Iteration 52Q: 3 clusters Score -2176781 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12086 members 
Mstep: Class 2 contains 5228 members 
Entering Unmasked Estep 
Score: -2176794.500000 Penalty: 3171.762939
	Iteration 53Q: 3 clusters Score -2176794 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12144 members 
Mstep: Class 2 contains 5170 members 
Entering Unmasked Estep 
Score: -2176810.500000 Penalty: 3171.762939
	Iteration 54Q: 3 clusters Score -2176810 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12208 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -2176821.250000 Penalty: 3171.762939
	Iteration 55Q: 3 clusters Score -2176821 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12251 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
Score: -2176821.500000 Penalty: 3171.762939
	Iteration 56Q: 3 clusters Score -2176822 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12283 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -2176827.500000 Penalty: 3171.762939
	Iteration 57Q: 3 clusters Score -2176828 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12307 members 
Mstep: Class 2 contains 5007 members 
Entering Unmasked Estep 
Score: -2176834.750000 Penalty: 3171.762939
	Iteration 58Q: 3 clusters Score -2176835 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12323 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -2176831.750000 Penalty: 3171.762939
	Iteration 59Q: 3 clusters Score -2176832 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12337 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -2176832.750000 Penalty: 3171.762939
	Iteration 60F: 3 clusters Score -2176833 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12347 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -2176831.250000 Penalty: 3171.762939
	Iteration 61Q: 3 clusters Score -2176831 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12358 members 
Mstep: Class 2 contains 4956 members 
Entering Unmasked Estep 
Score: -2176838.250000 Penalty: 3171.762939
	Iteration 62Q: 3 clusters Score -2176838 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12368 members 
Mstep: Class 2 contains 4946 members 
Entering Unmasked Estep 
Score: -2176834.500000 Penalty: 3171.762939
	Iteration 63Q: 3 clusters Score -2176834 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12387 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -2176839.250000 Penalty: 3171.762939
	Iteration 64Q: 3 clusters Score -2176839 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12407 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -2176836.250000 Penalty: 3171.762939
	Iteration 65Q: 3 clusters Score -2176836 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12420 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
Score: -2176837.500000 Penalty: 3171.762939
	Iteration 66Q: 3 clusters Score -2176838 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12440 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -2176843.000000 Penalty: 3171.762939
	Iteration 67Q: 3 clusters Score -2176843 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12462 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
Score: -2176848.000000 Penalty: 3171.762939
	Iteration 68Q: 3 clusters Score -2176848 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12481 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -2176846.500000 Penalty: 3171.762939
	Iteration 69Q: 3 clusters Score -2176846 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12490 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -2176851.000000 Penalty: 3171.762939
	Iteration 70Q: 3 clusters Score -2176851 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12496 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -2176850.500000 Penalty: 3171.762939
	Iteration 71Q: 3 clusters Score -2176850 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12500 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -2176847.500000 Penalty: 3171.762939
	Iteration 72Q: 3 clusters Score -2176848 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12502 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -2176849.000000 Penalty: 3171.762939
	Iteration 73Q: 3 clusters Score -2176849 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12507 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -2176847.000000 Penalty: 3171.762939
	Iteration 74Q: 3 clusters Score -2176847 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12514 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -2176848.000000 Penalty: 3171.762939
	Iteration 75Q: 3 clusters Score -2176848 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12520 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -2176850.750000 Penalty: 3171.762939
	Iteration 76Q: 3 clusters Score -2176851 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12528 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -2176848.500000 Penalty: 3171.762939
	Iteration 77Q: 3 clusters Score -2176848 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12531 members 
Mstep: Class 2 contains 4783 members 
Entering Unmasked Estep 
Score: -2176847.750000 Penalty: 3171.762939
	Iteration 78Q: 3 clusters Score -2176848 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12534 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -2176849.750000 Penalty: 3171.762939
	Iteration 79Q: 3 clusters Score -2176850 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12540 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -2176849.250000 Penalty: 3171.762939
	Iteration 80F: 3 clusters Score -2176849 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12549 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -2176847.250000 Penalty: 3171.762939
	Iteration 81Q: 3 clusters Score -2176847 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12561 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -2176848.250000 Penalty: 3171.762939
	Iteration 82Q: 3 clusters Score -2176848 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12566 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -2176847.500000 Penalty: 3171.762939
	Iteration 83Q: 3 clusters Score -2176848 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12569 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -2176850.500000 Penalty: 3171.762939
	Iteration 84Q: 3 clusters Score -2176850 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12573 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -2176847.750000 Penalty: 3171.762939
	Iteration 85Q: 3 clusters Score -2176848 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12578 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -2176848.250000 Penalty: 3171.762939
	Iteration 86Q: 3 clusters Score -2176848 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12583 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -2176847.500000 Penalty: 3171.762939
	Iteration 87Q: 3 clusters Score -2176848 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12590 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -2176850.750000 Penalty: 3171.762939
	Iteration 88Q: 3 clusters Score -2176851 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12595 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -2176851.000000 Penalty: 3171.762939
	Iteration 89Q: 3 clusters Score -2176851 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12597 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -2176849.500000 Penalty: 3171.762939
	Iteration 90Q: 3 clusters Score -2176850 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12598 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -2176850.250000 Penalty: 3171.762939
	Iteration 91Q: 3 clusters Score -2176850 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12598 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -2176850.250000 Penalty: 3171.762939
	Iteration 92F: 3 clusters Score -2176850 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (17923 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17923 members 
Entering Unmasked Estep 
Score: -2241651.500000 Penalty: 1591.499023
	Iteration 0F: 2 clusters Score -2241652 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9042 members 
Mstep: Class 2 contains 8881 members 
Entering Unmasked Estep 
Score: -2229356.250000 Penalty: 3182.998047
	Iteration 0F: 3 clusters Score -2229356 nChanged 8065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9363 members 
Mstep: Class 2 contains 8560 members 
Entering Unmasked Estep 
Score: -2233769.750000 Penalty: 3182.998047
	Iteration 1F: 3 clusters Score -2233770 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9529 members 
Mstep: Class 2 contains 8394 members 
Entering Unmasked Estep 
Score: -2234160.000000 Penalty: 3182.998047
	Iteration 2F: 3 clusters Score -2234160 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9723 members 
Mstep: Class 2 contains 8200 members 
Entering Unmasked Estep 
Score: -2234611.250000 Penalty: 3182.998047
	Iteration 3F: 3 clusters Score -2234611 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9954 members 
Mstep: Class 2 contains 7969 members 
Entering Unmasked Estep 
Score: -2235203.250000 Penalty: 3182.998047
	Iteration 4F: 3 clusters Score -2235203 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10245 members 
Mstep: Class 2 contains 7678 members 
Entering Unmasked Estep 
Score: -2235928.500000 Penalty: 3182.998047
	Iteration 5F: 3 clusters Score -2235928 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10501 members 
Mstep: Class 2 contains 7422 members 
Entering Unmasked Estep 
Score: -2236756.750000 Penalty: 3182.998047
	Iteration 6F: 3 clusters Score -2236757 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10726 members 
Mstep: Class 2 contains 7197 members 
Entering Unmasked Estep 
Score: -2237548.750000 Penalty: 3182.998047
	Iteration 7F: 3 clusters Score -2237549 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10847 members 
Mstep: Class 2 contains 7076 members 
Entering Unmasked Estep 
Score: -2238345.500000 Penalty: 3182.998047
	Iteration 8F: 3 clusters Score -2238346 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10854 members 
Mstep: Class 2 contains 7069 members 
Entering Unmasked Estep 
Score: -2239098.000000 Penalty: 3182.998047
	Iteration 9F: 3 clusters Score -2239098 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10772 members 
Mstep: Class 2 contains 7151 members 
Entering Unmasked Estep 
Score: -2239900.750000 Penalty: 3182.998047
	Iteration 10F: 3 clusters Score -2239901 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10609 members 
Mstep: Class 2 contains 7314 members 
Entering Unmasked Estep 
Score: -2240529.000000 Penalty: 3182.998047
	Iteration 11Q: 3 clusters Score -2240529 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10461 members 
Mstep: Class 2 contains 7462 members 
Entering Unmasked Estep 
Score: -2240843.000000 Penalty: 3182.998047
	Iteration 12Q: 3 clusters Score -2240843 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10337 members 
Mstep: Class 2 contains 7586 members 
Entering Unmasked Estep 
Score: -2240992.250000 Penalty: 3182.998047
	Iteration 13Q: 3 clusters Score -2240992 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10207 members 
Mstep: Class 2 contains 7716 members 
Entering Unmasked Estep 
Score: -2241083.000000 Penalty: 3182.998047
	Iteration 14Q: 3 clusters Score -2241083 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10089 members 
Mstep: Class 2 contains 7834 members 
Entering Unmasked Estep 
Score: -2241156.250000 Penalty: 3182.998047
	Iteration 15Q: 3 clusters Score -2241156 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9981 members 
Mstep: Class 2 contains 7942 members 
Entering Unmasked Estep 
Score: -2241199.000000 Penalty: 3182.998047
	Iteration 16Q: 3 clusters Score -2241199 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9879 members 
Mstep: Class 2 contains 8044 members 
Entering Unmasked Estep 
Score: -2241225.250000 Penalty: 3182.998047
	Iteration 17Q: 3 clusters Score -2241225 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9791 members 
Mstep: Class 2 contains 8132 members 
Entering Unmasked Estep 
Score: -2241250.000000 Penalty: 3182.998047
	Iteration 18Q: 3 clusters Score -2241250 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9725 members 
Mstep: Class 2 contains 8198 members 
Entering Unmasked Estep 
Score: -2241257.000000 Penalty: 3182.998047
	Iteration 19Q: 3 clusters Score -2241257 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9678 members 
Mstep: Class 2 contains 8245 members 
Entering Unmasked Estep 
Score: -2241264.500000 Penalty: 3182.998047
	Iteration 20F: 3 clusters Score -2241264 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9640 members 
Mstep: Class 2 contains 8283 members 
Entering Unmasked Estep 
Score: -2241262.000000 Penalty: 3182.998047
	Iteration 21Q: 3 clusters Score -2241262 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9609 members 
Mstep: Class 2 contains 8314 members 
Entering Unmasked Estep 
Score: -2241273.000000 Penalty: 3182.998047
	Iteration 22Q: 3 clusters Score -2241273 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9578 members 
Mstep: Class 2 contains 8345 members 
Entering Unmasked Estep 
Score: -2241274.750000 Penalty: 3182.998047
	Iteration 23Q: 3 clusters Score -2241275 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9554 members 
Mstep: Class 2 contains 8369 members 
Entering Unmasked Estep 
Score: -2241275.500000 Penalty: 3182.998047
	Iteration 24Q: 3 clusters Score -2241276 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9530 members 
Mstep: Class 2 contains 8393 members 
Entering Unmasked Estep 
Score: -2241282.500000 Penalty: 3182.998047
	Iteration 25Q: 3 clusters Score -2241282 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9510 members 
Mstep: Class 2 contains 8413 members 
Entering Unmasked Estep 
Score: -2241288.500000 Penalty: 3182.998047
	Iteration 26Q: 3 clusters Score -2241288 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9492 members 
Mstep: Class 2 contains 8431 members 
Entering Unmasked Estep 
Score: -2241290.750000 Penalty: 3182.998047
	Iteration 27Q: 3 clusters Score -2241291 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9478 members 
Mstep: Class 2 contains 8445 members 
Entering Unmasked Estep 
Score: -2241292.250000 Penalty: 3182.998047
	Iteration 28Q: 3 clusters Score -2241292 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9462 members 
Mstep: Class 2 contains 8461 members 
Entering Unmasked Estep 
Score: -2241297.000000 Penalty: 3182.998047
	Iteration 29Q: 3 clusters Score -2241297 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9449 members 
Mstep: Class 2 contains 8474 members 
Entering Unmasked Estep 
Score: -2241301.000000 Penalty: 3182.998047
	Iteration 30Q: 3 clusters Score -2241301 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9439 members 
Mstep: Class 2 contains 8484 members 
Entering Unmasked Estep 
Score: -2241294.000000 Penalty: 3182.998047
	Iteration 31Q: 3 clusters Score -2241294 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9430 members 
Mstep: Class 2 contains 8493 members 
Entering Unmasked Estep 
Score: -2241301.000000 Penalty: 3182.998047
	Iteration 32Q: 3 clusters Score -2241301 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9422 members 
Mstep: Class 2 contains 8501 members 
Entering Unmasked Estep 
Score: -2241300.500000 Penalty: 3182.998047
	Iteration 33Q: 3 clusters Score -2241300 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9411 members 
Mstep: Class 2 contains 8512 members 
Entering Unmasked Estep 
Score: -2241305.750000 Penalty: 3182.998047
	Iteration 34Q: 3 clusters Score -2241306 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9396 members 
Mstep: Class 2 contains 8527 members 
Entering Unmasked Estep 
Score: -2241308.750000 Penalty: 3182.998047
	Iteration 35Q: 3 clusters Score -2241309 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9380 members 
Mstep: Class 2 contains 8543 members 
Entering Unmasked Estep 
Score: -2241307.750000 Penalty: 3182.998047
	Iteration 36Q: 3 clusters Score -2241308 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9372 members 
Mstep: Class 2 contains 8551 members 
Entering Unmasked Estep 
Score: -2241311.000000 Penalty: 3182.998047
	Iteration 37Q: 3 clusters Score -2241311 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9367 members 
Mstep: Class 2 contains 8556 members 
Entering Unmasked Estep 
Score: -2241307.250000 Penalty: 3182.998047
	Iteration 38Q: 3 clusters Score -2241307 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9364 members 
Mstep: Class 2 contains 8559 members 
Entering Unmasked Estep 
Score: -2241313.250000 Penalty: 3182.998047
	Iteration 39Q: 3 clusters Score -2241313 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9358 members 
Mstep: Class 2 contains 8565 members 
Entering Unmasked Estep 
Score: -2241313.000000 Penalty: 3182.998047
	Iteration 40F: 3 clusters Score -2241313 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9351 members 
Mstep: Class 2 contains 8572 members 
Entering Unmasked Estep 
Score: -2241312.750000 Penalty: 3182.998047
	Iteration 41Q: 3 clusters Score -2241313 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9347 members 
Mstep: Class 2 contains 8576 members 
Entering Unmasked Estep 
Score: -2241318.250000 Penalty: 3182.998047
	Iteration 42Q: 3 clusters Score -2241318 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9350 members 
Mstep: Class 2 contains 8573 members 
Entering Unmasked Estep 
Score: -2241319.250000 Penalty: 3182.998047
	Iteration 43Q: 3 clusters Score -2241319 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9358 members 
Mstep: Class 2 contains 8565 members 
Entering Unmasked Estep 
Score: -2241320.000000 Penalty: 3182.998047
	Iteration 44Q: 3 clusters Score -2241320 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9364 members 
Mstep: Class 2 contains 8559 members 
Entering Unmasked Estep 
Score: -2241318.500000 Penalty: 3182.998047
	Iteration 45Q: 3 clusters Score -2241318 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9371 members 
Mstep: Class 2 contains 8552 members 
Entering Unmasked Estep 
Score: -2241316.750000 Penalty: 3182.998047
	Iteration 46Q: 3 clusters Score -2241317 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9376 members 
Mstep: Class 2 contains 8547 members 
Entering Unmasked Estep 
Score: -2241320.000000 Penalty: 3182.998047
	Iteration 47Q: 3 clusters Score -2241320 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9379 members 
Mstep: Class 2 contains 8544 members 
Entering Unmasked Estep 
Score: -2241320.000000 Penalty: 3182.998047
	Iteration 48Q: 3 clusters Score -2241320 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9388 members 
Mstep: Class 2 contains 8535 members 
Entering Unmasked Estep 
Score: -2241323.750000 Penalty: 3182.998047
	Iteration 49Q: 3 clusters Score -2241324 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9389 members 
Mstep: Class 2 contains 8534 members 
Entering Unmasked Estep 
Score: -2241323.750000 Penalty: 3182.998047
	Iteration 50Q: 3 clusters Score -2241324 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9391 members 
Mstep: Class 2 contains 8532 members 
Entering Unmasked Estep 
Score: -2241324.000000 Penalty: 3182.998047
	Iteration 51Q: 3 clusters Score -2241324 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9394 members 
Mstep: Class 2 contains 8529 members 
Entering Unmasked Estep 
Score: -2241322.500000 Penalty: 3182.998047
	Iteration 52Q: 3 clusters Score -2241322 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9401 members 
Mstep: Class 2 contains 8522 members 
Entering Unmasked Estep 
Score: -2241318.250000 Penalty: 3182.998047
	Iteration 53Q: 3 clusters Score -2241318 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9404 members 
Mstep: Class 2 contains 8519 members 
Entering Unmasked Estep 
Score: -2241321.500000 Penalty: 3182.998047
	Iteration 54Q: 3 clusters Score -2241322 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9407 members 
Mstep: Class 2 contains 8516 members 
Entering Unmasked Estep 
Score: -2241319.000000 Penalty: 3182.998047
	Iteration 55Q: 3 clusters Score -2241319 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9405 members 
Mstep: Class 2 contains 8518 members 
Entering Unmasked Estep 
Score: -2241313.750000 Penalty: 3182.998047
	Iteration 56Q: 3 clusters Score -2241314 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9408 members 
Mstep: Class 2 contains 8515 members 
Entering Unmasked Estep 
Score: -2241314.000000 Penalty: 3182.998047
	Iteration 57Q: 3 clusters Score -2241314 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9410 members 
Mstep: Class 2 contains 8513 members 
Entering Unmasked Estep 
Score: -2241318.500000 Penalty: 3182.998047
	Iteration 58Q: 3 clusters Score -2241318 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9410 members 
Mstep: Class 2 contains 8513 members 
Entering Unmasked Estep 
Score: -2241321.000000 Penalty: 3182.998047
	Iteration 59Q: 3 clusters Score -2241321 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9411 members 
Mstep: Class 2 contains 8512 members 
Entering Unmasked Estep 
Score: -2241320.500000 Penalty: 3182.998047
	Iteration 60F: 3 clusters Score -2241320 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9417 members 
Mstep: Class 2 contains 8506 members 
Entering Unmasked Estep 
Score: -2241326.500000 Penalty: 3182.998047
	Iteration 61Q: 3 clusters Score -2241326 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9415 members 
Mstep: Class 2 contains 8508 members 
Entering Unmasked Estep 
Score: -2241324.000000 Penalty: 3182.998047
	Iteration 62Q: 3 clusters Score -2241324 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9421 members 
Mstep: Class 2 contains 8502 members 
Entering Unmasked Estep 
Score: -2241326.000000 Penalty: 3182.998047
	Iteration 63Q: 3 clusters Score -2241326 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9424 members 
Mstep: Class 2 contains 8499 members 
Entering Unmasked Estep 
Score: -2241329.750000 Penalty: 3182.998047
	Iteration 64Q: 3 clusters Score -2241330 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9425 members 
Mstep: Class 2 contains 8498 members 
Entering Unmasked Estep 
Score: -2241330.000000 Penalty: 3182.998047
	Iteration 65Q: 3 clusters Score -2241330 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9425 members 
Mstep: Class 2 contains 8498 members 
Entering Unmasked Estep 
Score: -2241328.250000 Penalty: 3182.998047
	Iteration 66Q: 3 clusters Score -2241328 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9428 members 
Mstep: Class 2 contains 8495 members 
Entering Unmasked Estep 
Score: -2241327.250000 Penalty: 3182.998047
	Iteration 67Q: 3 clusters Score -2241327 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9432 members 
Mstep: Class 2 contains 8491 members 
Entering Unmasked Estep 
Score: -2241328.500000 Penalty: 3182.998047
	Iteration 68Q: 3 clusters Score -2241328 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9439 members 
Mstep: Class 2 contains 8484 members 
Entering Unmasked Estep 
Score: -2241323.500000 Penalty: 3182.998047
	Iteration 69Q: 3 clusters Score -2241324 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9441 members 
Mstep: Class 2 contains 8482 members 
Entering Unmasked Estep 
Score: -2241327.750000 Penalty: 3182.998047
	Iteration 70Q: 3 clusters Score -2241328 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9441 members 
Mstep: Class 2 contains 8482 members 
Entering Unmasked Estep 
Score: -2241325.500000 Penalty: 3182.998047
	Iteration 71Q: 3 clusters Score -2241326 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9442 members 
Mstep: Class 2 contains 8481 members 
Entering Unmasked Estep 
Score: -2241326.000000 Penalty: 3182.998047
	Iteration 72Q: 3 clusters Score -2241326 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9445 members 
Mstep: Class 2 contains 8478 members 
Entering Unmasked Estep 
Score: -2241328.000000 Penalty: 3182.998047
	Iteration 73Q: 3 clusters Score -2241328 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9449 members 
Mstep: Class 2 contains 8474 members 
Entering Unmasked Estep 
Score: -2241329.250000 Penalty: 3182.998047
	Iteration 74Q: 3 clusters Score -2241329 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9455 members 
Mstep: Class 2 contains 8468 members 
Entering Unmasked Estep 
Score: -2241334.750000 Penalty: 3182.998047
	Iteration 75Q: 3 clusters Score -2241335 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9458 members 
Mstep: Class 2 contains 8465 members 
Entering Unmasked Estep 
Score: -2241338.000000 Penalty: 3182.998047
	Iteration 76Q: 3 clusters Score -2241338 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9459 members 
Mstep: Class 2 contains 8464 members 
Entering Unmasked Estep 
Score: -2241334.500000 Penalty: 3182.998047
	Iteration 77Q: 3 clusters Score -2241334 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9452 members 
Mstep: Class 2 contains 8471 members 
Entering Unmasked Estep 
Score: -2241341.500000 Penalty: 3182.998047
	Iteration 78Q: 3 clusters Score -2241342 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9445 members 
Mstep: Class 2 contains 8478 members 
Entering Unmasked Estep 
Score: -2241339.500000 Penalty: 3182.998047
	Iteration 79Q: 3 clusters Score -2241340 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9440 members 
Mstep: Class 2 contains 8483 members 
Entering Unmasked Estep 
Score: -2241338.500000 Penalty: 3182.998047
	Iteration 80F: 3 clusters Score -2241338 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9434 members 
Mstep: Class 2 contains 8489 members 
Entering Unmasked Estep 
Score: -2241336.500000 Penalty: 3182.998047
	Iteration 81Q: 3 clusters Score -2241336 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9433 members 
Mstep: Class 2 contains 8490 members 
Entering Unmasked Estep 
Score: -2241337.000000 Penalty: 3182.998047
	Iteration 82Q: 3 clusters Score -2241337 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9434 members 
Mstep: Class 2 contains 8489 members 
Entering Unmasked Estep 
Score: -2241344.000000 Penalty: 3182.998047
	Iteration 83Q: 3 clusters Score -2241344 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9436 members 
Mstep: Class 2 contains 8487 members 
Entering Unmasked Estep 
Score: -2241342.500000 Penalty: 3182.998047
	Iteration 84Q: 3 clusters Score -2241342 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9441 members 
Mstep: Class 2 contains 8482 members 
Entering Unmasked Estep 
Score: -2241348.500000 Penalty: 3182.998047
	Iteration 85Q: 3 clusters Score -2241348 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9445 members 
Mstep: Class 2 contains 8478 members 
Entering Unmasked Estep 
Score: -2241350.750000 Penalty: 3182.998047
	Iteration 86Q: 3 clusters Score -2241351 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9445 members 
Mstep: Class 2 contains 8478 members 
Entering Unmasked Estep 
Score: -2241350.750000 Penalty: 3182.998047
	Iteration 87Q: 3 clusters Score -2241351 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9446 members 
Mstep: Class 2 contains 8477 members 
Entering Unmasked Estep 
Score: -2241353.750000 Penalty: 3182.998047
	Iteration 88Q: 3 clusters Score -2241354 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9446 members 
Mstep: Class 2 contains 8477 members 
Entering Unmasked Estep 
Score: -2241353.750000 Penalty: 3182.998047
	Iteration 89F: 3 clusters Score -2241354 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (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: -49810.355469 Penalty: 998.430176
	Iteration 0F: 2 clusters Score -49810.36 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 213 members 
Entering Unmasked Estep 
Score: -48849.398438 Penalty: 1996.860352
	Iteration 0F: 3 clusters Score -48849.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -49048.519531 Penalty: 1996.860352
	Iteration 1F: 3 clusters Score -49048.52 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -49110.828125 Penalty: 1996.860352
	Iteration 2F: 3 clusters Score -49110.83 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -49146.496094 Penalty: 1996.860352
	Iteration 3Q: 3 clusters Score -49146.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -49183.144531 Penalty: 1996.860352
	Iteration 4Q: 3 clusters Score -49183.14 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -49212.406250 Penalty: 1996.860352
	Iteration 5Q: 3 clusters Score -49212.41 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -49223.433594 Penalty: 1996.860352
	Iteration 6Q: 3 clusters Score -49223.43 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -49244.355469 Penalty: 1996.860352
	Iteration 7Q: 3 clusters Score -49244.36 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -49251.636719 Penalty: 1996.860352
	Iteration 8Q: 3 clusters Score -49251.64 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -49257.734375 Penalty: 1996.860352
	Iteration 9Q: 3 clusters Score -49257.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -49260.285156 Penalty: 1996.860352
	Iteration 10Q: 3 clusters Score -49260.29 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -49263.609375 Penalty: 1996.860352
	Iteration 11Q: 3 clusters Score -49263.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -49264.550781 Penalty: 1996.860352
	Iteration 12Q: 3 clusters Score -49264.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -49267.492188 Penalty: 1996.860352
	Iteration 13Q: 3 clusters Score -49267.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -49267.492188 Penalty: 1996.860352
	Iteration 14F: 3 clusters Score -49267.49 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (8555 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8555 members 
Entering Unmasked Estep 
Score: -1067793.375000 Penalty: 1471.318970
	Iteration 0F: 2 clusters Score -1067793 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -1061472.375000 Penalty: 2942.637939
	Iteration 0F: 3 clusters Score -1061472 nChanged 3724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -1063490.250000 Penalty: 2942.637939
	Iteration 1F: 3 clusters Score -1063490 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -1063698.750000 Penalty: 2942.637939
	Iteration 2F: 3 clusters Score -1063699 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -1064661 nChanged 209
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Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -1065114 nChanged 146
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Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -1065151 nChanged 129
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Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -1065235 nChanged 86
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Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -1065277 nChanged 82
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -1065314 nChanged 49
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Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 5013 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -1065336 nChanged 60
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Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -1065346 nChanged 63
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Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -1065360 nChanged 65
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Mstep: Class 1 contains 5177 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -1065372 nChanged 71
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Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -1065393 nChanged 86
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Mstep: Class 1 contains 5330 members 
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Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -1065417 nChanged 92
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Mstep: Class 1 contains 5420 members 
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	Iteration 36Q: 3 clusters Score -1065444 nChanged 93
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Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -1065473 nChanged 82
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Mstep: Class 1 contains 5589 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 2878 members 
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	Iteration 39Q: 3 clusters Score -1065539 nChanged 95
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Mstep: Class 1 contains 5760 members 
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Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -1065568 nChanged 109
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Mstep: Class 1 contains 5863 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -1065613 nChanged 114
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5971 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -1065658 nChanged 105
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Mstep: Class 1 contains 6072 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -1065704 nChanged 115
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6177 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -1065764 nChanged 124
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Mstep: Class 1 contains 6291 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -1065829 nChanged 127
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Mstep: Class 1 contains 6412 members 
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Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -1065890 nChanged 130
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Mstep: Class 1 contains 6532 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -1065953 nChanged 122
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Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 1901 members 
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	Iteration 48Q: 3 clusters Score -1066009 nChanged 117
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Mstep: Class 1 contains 6763 members 
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	Iteration 49Q: 3 clusters Score -1066062 nChanged 111
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Mstep: Class 1 contains 6868 members 
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	Iteration 50Q: 3 clusters Score -1066118 nChanged 103
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Mstep: Class 1 contains 6971 members 
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	Iteration 51Q: 3 clusters Score -1066173 nChanged 99
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Mstep: Class 1 contains 7068 members 
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	Iteration 52Q: 3 clusters Score -1066223 nChanged 90
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Mstep: Class 1 contains 7154 members 
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	Iteration 53Q: 3 clusters Score -1066274 nChanged 86
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Mstep: Class 1 contains 7240 members 
Mstep: Class 2 contains 1315 members 
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	Iteration 54Q: 3 clusters Score -1066325 nChanged 74
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Mstep: Class 1 contains 7314 members 
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	Iteration 55Q: 3 clusters Score -1066357 nChanged 59
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Mstep: Class 1 contains 7373 members 
Mstep: Class 2 contains 1182 members 
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	Iteration 56Q: 3 clusters Score -1066386 nChanged 40
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Mstep: Class 1 contains 7411 members 
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	Iteration 57Q: 3 clusters Score -1066401 nChanged 32
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Mstep: Class 1 contains 7443 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -1066416 nChanged 33
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Mstep: Class 1 contains 7476 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -1066429 nChanged 23
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Mstep: Class 1 contains 7499 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -1066436 nChanged 25
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Mstep: Class 1 contains 7524 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -1066445 nChanged 27
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Mstep: Class 1 contains 7551 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -1066459 nChanged 26
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Mstep: Class 1 contains 7577 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -1066467 nChanged 20
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Mstep: Class 1 contains 7597 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -1066474 nChanged 19
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7614 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -1066482 nChanged 12
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7626 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -1066486 nChanged 7
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7633 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -1066487 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7640 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -1066490 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7645 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -1066491 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7650 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -1066492 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7656 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -1066493 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7662 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -1066493 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7669 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -1066494.875000 Penalty: 2942.637939
	Iteration 73Q: 3 clusters Score -1066495 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7676 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -1066498 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7682 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -1066500.000000 Penalty: 2942.637939
	Iteration 75Q: 3 clusters Score -1066500 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7689 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -1066504 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7696 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -1066507 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7701 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -1066510.000000 Penalty: 2942.637939
	Iteration 78Q: 3 clusters Score -1066510 nChanged 3
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7704 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -1066511.875000 Penalty: 2942.637939
	Iteration 79Q: 3 clusters Score -1066512 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7711 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -1066514.375000 Penalty: 2942.637939
	Iteration 80F: 3 clusters Score -1066514 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7714 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -1066516.625000 Penalty: 2942.637939
	Iteration 81Q: 3 clusters Score -1066517 nChanged 5
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7717 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -1066516 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7723 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -1066518.000000 Penalty: 2942.637939
	Iteration 83Q: 3 clusters Score -1066518 nChanged 10
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7733 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -1066521.375000 Penalty: 2942.637939
	Iteration 84Q: 3 clusters Score -1066521 nChanged 13
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7746 members 
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Entering Unmasked Estep 
Score: -1066525.500000 Penalty: 2942.637939
	Iteration 85Q: 3 clusters Score -1066526 nChanged 8
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7754 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -1066530 nChanged 6
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7760 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -1066532.500000 Penalty: 2942.637939
	Iteration 87Q: 3 clusters Score -1066532 nChanged 9
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7769 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -1066539 nChanged 16
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7785 members 
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Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -1066548 nChanged 26
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7811 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -1066561 nChanged 19
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7826 members 
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Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -1066573 nChanged 11
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7835 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -1066577 nChanged 10
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Mstep: Class 1 contains 7845 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -1066581.875000 Penalty: 2942.637939
	Iteration 93Q: 3 clusters Score -1066582 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7853 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -1066586.750000 Penalty: 2942.637939
	Iteration 94Q: 3 clusters Score -1066587 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7865 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -1066591 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7877 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -1066596.375000 Penalty: 2942.637939
	Iteration 96Q: 3 clusters Score -1066596 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7886 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -1066601.500000 Penalty: 2942.637939
	Iteration 97Q: 3 clusters Score -1066602 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7900 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -1066609.000000 Penalty: 2942.637939
	Iteration 98Q: 3 clusters Score -1066609 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7907 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -1066613.250000 Penalty: 2942.637939
	Iteration 99Q: 3 clusters Score -1066613 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7916 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -1066617.625000 Penalty: 2942.637939
	Iteration 100F: 3 clusters Score -1066618 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7928 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -1066623.875000 Penalty: 2942.637939
	Iteration 101Q: 3 clusters Score -1066624 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7937 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -1066631.250000 Penalty: 2942.637939
	Iteration 102Q: 3 clusters Score -1066631 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7940 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -1066633.500000 Penalty: 2942.637939
	Iteration 103Q: 3 clusters Score -1066634 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7942 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -1066634.125000 Penalty: 2942.637939
	Iteration 104Q: 3 clusters Score -1066634 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7943 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -1066635.625000 Penalty: 2942.637939
	Iteration 105Q: 3 clusters Score -1066636 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7944 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -1066635.875000 Penalty: 2942.637939
	Iteration 106Q: 3 clusters Score -1066636 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7945 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -1066634.875000 Penalty: 2942.637939
	Iteration 107Q: 3 clusters Score -1066635 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7946 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -1066635.250000 Penalty: 2942.637939
	Iteration 108Q: 3 clusters Score -1066635 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7947 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -1066636.000000 Penalty: 2942.637939
	Iteration 109Q: 3 clusters Score -1066636 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7947 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -1066636.000000 Penalty: 2942.637939
	Iteration 110F: 3 clusters Score -1066636 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (6279 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6279 members 
Entering Unmasked Estep 
Score: -783734.187500 Penalty: 1421.056885
	Iteration 0F: 2 clusters Score -783734.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -778997.125000 Penalty: 2842.113770
	Iteration 0F: 3 clusters Score -778997.1 nChanged 2575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -780448.000000 Penalty: 2842.113770
	Iteration 1F: 3 clusters Score -780448 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -780682.250000 Penalty: 2842.113770
	Iteration 2F: 3 clusters Score -780682.2 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -780881.750000 Penalty: 2842.113770
	Iteration 3F: 3 clusters Score -780881.8 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -781132.250000 Penalty: 2842.113770
	Iteration 4F: 3 clusters Score -781132.2 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -781462.875000 Penalty: 2842.113770
	Iteration 5F: 3 clusters Score -781462.9 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -781903.687500 Penalty: 2842.113770
	Iteration 6F: 3 clusters Score -781903.7 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -782324.125000 Penalty: 2842.113770
	Iteration 7F: 3 clusters Score -782324.1 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -782690.250000 Penalty: 2842.113770
	Iteration 8F: 3 clusters Score -782690.2 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -782955.937500 Penalty: 2842.113770
	Iteration 9Q: 3 clusters Score -782955.9 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -783095.375000 Penalty: 2842.113770
	Iteration 10Q: 3 clusters Score -783095.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -783180.812500 Penalty: 2842.113770
	Iteration 11Q: 3 clusters Score -783180.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -783264.812500 Penalty: 2842.113770
	Iteration 12Q: 3 clusters Score -783264.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -783372.250000 Penalty: 2842.113770
	Iteration 13Q: 3 clusters Score -783372.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -783488.000000 Penalty: 2842.113770
	Iteration 14Q: 3 clusters Score -783488 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -783610.750000 Penalty: 2842.113770
	Iteration 15Q: 3 clusters Score -783610.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -783684.875000 Penalty: 2842.113770
	Iteration 16Q: 3 clusters Score -783684.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -783735.312500 Penalty: 2842.113770
	Iteration 17Q: 3 clusters Score -783735.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -783755.875000 Penalty: 2842.113770
	Iteration 18Q: 3 clusters Score -783755.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -783766.750000 Penalty: 2842.113770
	Iteration 19Q: 3 clusters Score -783766.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -783775.562500 Penalty: 2842.113770
	Iteration 20F: 3 clusters Score -783775.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -783789.062500 Penalty: 2842.113770
	Iteration 21Q: 3 clusters Score -783789.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -783803.500000 Penalty: 2842.113770
	Iteration 22Q: 3 clusters Score -783803.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -783814.875000 Penalty: 2842.113770
	Iteration 23Q: 3 clusters Score -783814.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -783821.375000 Penalty: 2842.113770
	Iteration 24Q: 3 clusters Score -783821.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -783825.500000 Penalty: 2842.113770
	Iteration 25Q: 3 clusters Score -783825.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -783829.125000 Penalty: 2842.113770
	Iteration 26Q: 3 clusters Score -783829.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -783830.062500 Penalty: 2842.113770
	Iteration 27Q: 3 clusters Score -783830.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -783831.000000 Penalty: 2842.113770
	Iteration 28Q: 3 clusters Score -783831 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -783831.250000 Penalty: 2842.113770
	Iteration 29Q: 3 clusters Score -783831.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -783832.937500 Penalty: 2842.113770
	Iteration 30Q: 3 clusters Score -783832.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -783835.250000 Penalty: 2842.113770
	Iteration 31Q: 3 clusters Score -783835.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -783835.187500 Penalty: 2842.113770
	Iteration 32Q: 3 clusters Score -783835.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -783836.875000 Penalty: 2842.113770
	Iteration 33Q: 3 clusters Score -783836.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -783835.750000 Penalty: 2842.113770
	Iteration 34Q: 3 clusters Score -783835.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -783837.187500 Penalty: 2842.113770
	Iteration 35Q: 3 clusters Score -783837.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -783837.187500 Penalty: 2842.113770
	Iteration 36F: 3 clusters Score -783837.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 13536 members 
Mstep: Class 2 contains 27256 members 
Mstep: Class 3 contains 50656 members 
Mstep: Class 4 contains 7974 members 
Mstep: Class 5 contains 4400 members 
Mstep: Class 6 contains 3993 members 
Mstep: Class 7 contains 74546 members 
Mstep: Class 8 contains 16453 members 
Mstep: Class 9 contains 21832 members 
Mstep: Class 10 contains 33683 members 
Mstep: Class 11 contains 44988 members 
Mstep: Class 12 contains 12390 members 
Mstep: Class 13 contains 17314 members 
Mstep: Class 14 contains 17923 members 
Mstep: Class 15 contains 466 members 
Mstep: Class 16 contains 8555 members 
Mstep: Class 17 contains 4563 members 
Mstep: Class 18 contains 2837 members 
Mstep: Class 19 contains 3258 members 
Mstep: Class 20 contains 33133 members 
Mstep: Class 21 contains 36511 members 
Mstep: Class 22 contains 25866 members 
Mstep: Class 23 contains 4854 members 
Mstep: Class 24 contains 33647 members 
Mstep: Class 25 contains 2487 members 
Mstep: Class 26 contains 9781 members 
Mstep: Class 27 contains 4451 members 
Mstep: Class 28 contains 38199 members 
Mstep: Class 29 contains 4545 members 
Mstep: Class 30 contains 1826 members 
Mstep: Class 31 contains 3314 members 
Mstep: Class 32 contains 985 members 
Mstep: Class 33 contains 16350 members 
Mstep: Class 34 contains 3059 members 
Mstep: Class 35 contains 147880 members 
Mstep: Class 36 contains 11491 members 
Mstep: Class 37 contains 1762 members 
Mstep: Class 38 contains 22613 members 
Mstep: Class 39 contains 2535 members 
Mstep: Class 40 contains 1716 members 
Mstep: Class 41 contains 11831 members 
Mstep: Class 42 contains 17511 members 
Mstep: Class 43 contains 12806 members 
Mstep: Class 44 contains 685 members 
Mstep: Class 45 contains 2167 members 
Mstep: Class 46 contains 1946 members 
Entering Unmasked Estep 
Score: -100301968.000000 Penalty: 101793.265625
Splitting cluster 17 changes total score from -100302648.000000 to -100301968.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 18 (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: -340988.968750 Penalty: 1291.956665
	Iteration 0F: 2 clusters Score -340989 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -338372.343750 Penalty: 2583.913330
	Iteration 0F: 3 clusters Score -338372.3 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -339031.281250 Penalty: 2583.913330
	Iteration 1F: 3 clusters Score -339031.3 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -339199.000000 Penalty: 2583.913330
	Iteration 2F: 3 clusters Score -339199 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -339284.531250 Penalty: 2583.913330
	Iteration 3F: 3 clusters Score -339284.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -339334.843750 Penalty: 2583.913330
	Iteration 4Q: 3 clusters Score -339334.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -339389.031250 Penalty: 2583.913330
	Iteration 5Q: 3 clusters Score -339389 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -339449.375000 Penalty: 2583.913330
	Iteration 6Q: 3 clusters Score -339449.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -339504.187500 Penalty: 2583.913330
	Iteration 7Q: 3 clusters Score -339504.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -339552.343750 Penalty: 2583.913330
	Iteration 8Q: 3 clusters Score -339552.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -339585.593750 Penalty: 2583.913330
	Iteration 9Q: 3 clusters Score -339585.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -339616.843750 Penalty: 2583.913330
	Iteration 10Q: 3 clusters Score -339616.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -339639.656250 Penalty: 2583.913330
	Iteration 11Q: 3 clusters Score -339639.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -339661.062500 Penalty: 2583.913330
	Iteration 12Q: 3 clusters Score -339661.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -339681.250000 Penalty: 2583.913330
	Iteration 13Q: 3 clusters Score -339681.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -339702.000000 Penalty: 2583.913330
	Iteration 14Q: 3 clusters Score -339702 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -339720.687500 Penalty: 2583.913330
	Iteration 15Q: 3 clusters Score -339720.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -339740.125000 Penalty: 2583.913330
	Iteration 16Q: 3 clusters Score -339740.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -339759.031250 Penalty: 2583.913330
	Iteration 17Q: 3 clusters Score -339759 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -339787.500000 Penalty: 2583.913330
	Iteration 18Q: 3 clusters Score -339787.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -339836.593750 Penalty: 2583.913330
	Iteration 19Q: 3 clusters Score -339836.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -339889.312500 Penalty: 2583.913330
	Iteration 20F: 3 clusters Score -339889.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -339927.906250 Penalty: 2583.913330
	Iteration 21Q: 3 clusters Score -339927.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -339959.593750 Penalty: 2583.913330
	Iteration 22Q: 3 clusters Score -339959.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -339988.062500 Penalty: 2583.913330
	Iteration 23Q: 3 clusters Score -339988.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -340015.468750 Penalty: 2583.913330
	Iteration 24Q: 3 clusters Score -340015.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -340033.406250 Penalty: 2583.913330
	Iteration 25Q: 3 clusters Score -340033.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -340049.562500 Penalty: 2583.913330
	Iteration 26Q: 3 clusters Score -340049.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -340061.250000 Penalty: 2583.913330
	Iteration 27Q: 3 clusters Score -340061.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -340070.312500 Penalty: 2583.913330
	Iteration 28Q: 3 clusters Score -340070.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -340080.750000 Penalty: 2583.913330
	Iteration 29Q: 3 clusters Score -340080.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -340089.843750 Penalty: 2583.913330
	Iteration 30Q: 3 clusters Score -340089.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -340096.843750 Penalty: 2583.913330
	Iteration 31Q: 3 clusters Score -340096.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -340103.156250 Penalty: 2583.913330
	Iteration 32Q: 3 clusters Score -340103.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -340110.000000 Penalty: 2583.913330
	Iteration 33Q: 3 clusters Score -340110 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -340116.312500 Penalty: 2583.913330
	Iteration 34Q: 3 clusters Score -340116.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -340123.031250 Penalty: 2583.913330
	Iteration 35Q: 3 clusters Score -340123 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -340127.218750 Penalty: 2583.913330
	Iteration 36Q: 3 clusters Score -340127.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -340129.156250 Penalty: 2583.913330
	Iteration 37Q: 3 clusters Score -340129.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -340131.531250 Penalty: 2583.913330
	Iteration 38Q: 3 clusters Score -340131.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -340133.781250 Penalty: 2583.913330
	Iteration 39Q: 3 clusters Score -340133.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -340135.812500 Penalty: 2583.913330
	Iteration 40F: 3 clusters Score -340135.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -340140.031250 Penalty: 2583.913330
	Iteration 41Q: 3 clusters Score -340140 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -340141.656250 Penalty: 2583.913330
	Iteration 42Q: 3 clusters Score -340141.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -340141.531250 Penalty: 2583.913330
	Iteration 43Q: 3 clusters Score -340141.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -340141.875000 Penalty: 2583.913330
	Iteration 44Q: 3 clusters Score -340141.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -340141.875000 Penalty: 2583.913330
	Iteration 45F: 3 clusters Score -340141.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (3258 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Entering Unmasked Estep 
Score: -408816.562500 Penalty: 1314.441284
	Iteration 0F: 2 clusters Score -408816.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -405919.156250 Penalty: 2628.882568
	Iteration 0F: 3 clusters Score -405919.2 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -406656.656250 Penalty: 2628.882568
	Iteration 1F: 3 clusters Score -406656.7 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -406824.062500 Penalty: 2628.882568
	Iteration 2F: 3 clusters Score -406824.1 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -406954.937500 Penalty: 2628.882568
	Iteration 3F: 3 clusters Score -406954.9 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -407057.937500 Penalty: 2628.882568
	Iteration 4Q: 3 clusters Score -407057.9 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -407158.312500 Penalty: 2628.882568
	Iteration 5Q: 3 clusters Score -407158.3 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -407241.437500 Penalty: 2628.882568
	Iteration 6Q: 3 clusters Score -407241.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -407331.093750 Penalty: 2628.882568
	Iteration 7Q: 3 clusters Score -407331.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -407429.468750 Penalty: 2628.882568
	Iteration 8Q: 3 clusters Score -407429.5 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -407516.093750 Penalty: 2628.882568
	Iteration 9Q: 3 clusters Score -407516.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -407581.906250 Penalty: 2628.882568
	Iteration 10Q: 3 clusters Score -407581.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -407647.812500 Penalty: 2628.882568
	Iteration 11Q: 3 clusters Score -407647.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -407689.750000 Penalty: 2628.882568
	Iteration 12Q: 3 clusters Score -407689.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -407718.187500 Penalty: 2628.882568
	Iteration 13Q: 3 clusters Score -407718.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -407732.500000 Penalty: 2628.882568
	Iteration 14Q: 3 clusters Score -407732.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -407747.281250 Penalty: 2628.882568
	Iteration 15Q: 3 clusters Score -407747.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -407759.187500 Penalty: 2628.882568
	Iteration 16Q: 3 clusters Score -407759.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -407773.031250 Penalty: 2628.882568
	Iteration 17Q: 3 clusters Score -407773 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -407785.218750 Penalty: 2628.882568
	Iteration 18Q: 3 clusters Score -407785.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -407789.968750 Penalty: 2628.882568
	Iteration 19Q: 3 clusters Score -407790 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -407793.187500 Penalty: 2628.882568
	Iteration 20F: 3 clusters Score -407793.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -407794.156250 Penalty: 2628.882568
	Iteration 21Q: 3 clusters Score -407794.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -407795.625000 Penalty: 2628.882568
	Iteration 22Q: 3 clusters Score -407795.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -407795.906250 Penalty: 2628.882568
	Iteration 23Q: 3 clusters Score -407795.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -407795.906250 Penalty: 2628.882568
	Iteration 24F: 3 clusters Score -407795.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (33133 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33133 members 
Entering Unmasked Estep 
Score: -4291854.500000 Penalty: 1691.346313
	Iteration 0F: 2 clusters Score -4291854 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16478 members 
Mstep: Class 2 contains 16655 members 
Entering Unmasked Estep 
Score: -4269697.500000 Penalty: 3382.692627
	Iteration 0F: 3 clusters Score -4269698 nChanged 15294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15902 members 
Mstep: Class 2 contains 17231 members 
Entering Unmasked Estep 
Score: -4278102.500000 Penalty: 3382.692627
	Iteration 1F: 3 clusters Score -4278102 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15555 members 
Mstep: Class 2 contains 17578 members 
Entering Unmasked Estep 
Score: -4278496.500000 Penalty: 3382.692627
	Iteration 2Q: 3 clusters Score -4278496 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15062 members 
Mstep: Class 2 contains 18071 members 
Entering Unmasked Estep 
Score: -4278882.500000 Penalty: 3382.692627
	Iteration 3Q: 3 clusters Score -4278882 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14344 members 
Mstep: Class 2 contains 18789 members 
Entering Unmasked Estep 
Score: -4279328.000000 Penalty: 3382.692627
	Iteration 4Q: 3 clusters Score -4279328 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13398 members 
Mstep: Class 2 contains 19735 members 
Entering Unmasked Estep 
Score: -4279876.000000 Penalty: 3382.692627
	Iteration 5Q: 3 clusters Score -4279876 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12149 members 
Mstep: Class 2 contains 20984 members 
Entering Unmasked Estep 
Score: -4280557.500000 Penalty: 3382.692627
	Iteration 6Q: 3 clusters Score -4280558 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10539 members 
Mstep: Class 2 contains 22594 members 
Entering Unmasked Estep 
Score: -4281558.000000 Penalty: 3382.692627
	Iteration 7F: 3 clusters Score -4281558 nChanged 2068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8509 members 
Mstep: Class 2 contains 24624 members 
Entering Unmasked Estep 
Score: -4283004.500000 Penalty: 3382.692627
	Iteration 8F: 3 clusters Score -4283004 nChanged 2291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6236 members 
Mstep: Class 2 contains 26897 members 
Entering Unmasked Estep 
Score: -4284892.000000 Penalty: 3382.692627
	Iteration 9F: 3 clusters Score -4284892 nChanged 2175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 29070 members 
Entering Unmasked Estep 
Score: -4286828.000000 Penalty: 3382.692627
	Iteration 10F: 3 clusters Score -4286828 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 30768 members 
Entering Unmasked Estep 
Score: -4288360.000000 Penalty: 3382.692627
	Iteration 11F: 3 clusters Score -4288360 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 31847 members 
Entering Unmasked Estep 
Score: -4289319.000000 Penalty: 3382.692627
	Iteration 12Q: 3 clusters Score -4289319 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 32405 members 
Entering Unmasked Estep 
Score: -4289819.500000 Penalty: 3382.692627
	Iteration 13Q: 3 clusters Score -4289820 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 32681 members 
Entering Unmasked Estep 
Score: -4290087.000000 Penalty: 3382.692627
	Iteration 14Q: 3 clusters Score -4290087 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 32807 members 
Entering Unmasked Estep 
Score: -4290232.500000 Penalty: 3382.692627
	Iteration 15Q: 3 clusters Score -4290232 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 32860 members 
Entering Unmasked Estep 
Score: -4290301.000000 Penalty: 3382.692627
	Iteration 16Q: 3 clusters Score -4290301 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 32889 members 
Entering Unmasked Estep 
Score: -4290356.000000 Penalty: 3382.692627
	Iteration 17Q: 3 clusters Score -4290356 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 32902 members 
Entering Unmasked Estep 
Score: -4290402.500000 Penalty: 3382.692627
	Iteration 18Q: 3 clusters Score -4290402 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 32912 members 
Entering Unmasked Estep 
Score: -4290425.000000 Penalty: 3382.692627
	Iteration 19Q: 3 clusters Score -4290425 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 32915 members 
Entering Unmasked Estep 
Score: -4290429.500000 Penalty: 3382.692627
	Iteration 20F: 3 clusters Score -4290430 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 32919 members 
Entering Unmasked Estep 
Score: -4290436.500000 Penalty: 3382.692627
	Iteration 21Q: 3 clusters Score -4290436 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 32924 members 
Entering Unmasked Estep 
Score: -4290447.000000 Penalty: 3382.692627
	Iteration 22Q: 3 clusters Score -4290447 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 32928 members 
Entering Unmasked Estep 
Score: -4290452.500000 Penalty: 3382.692627
	Iteration 23Q: 3 clusters Score -4290452 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 32929 members 
Entering Unmasked Estep 
Score: -4290453.000000 Penalty: 3382.692627
	Iteration 24Q: 3 clusters Score -4290453 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 32930 members 
Entering Unmasked Estep 
Score: -4290452.000000 Penalty: 3382.692627
	Iteration 25Q: 3 clusters Score -4290452 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 32929 members 
Entering Unmasked Estep 
Score: -4290455.000000 Penalty: 3382.692627
	Iteration 26Q: 3 clusters Score -4290455 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 32930 members 
Entering Unmasked Estep 
Score: -4290452.500000 Penalty: 3382.692627
	Iteration 27Q: 3 clusters Score -4290452 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 32930 members 
Entering Unmasked Estep 
Score: -4290452.500000 Penalty: 3382.692627
	Iteration 28F: 3 clusters Score -4290452 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (36511 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36511 members 
Entering Unmasked Estep 
Score: -4599255.000000 Penalty: 1707.122437
	Iteration 0F: 2 clusters Score -4599255 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18315 members 
Mstep: Class 2 contains 18196 members 
Entering Unmasked Estep 
Score: -4574785.500000 Penalty: 3414.244873
	Iteration 0F: 3 clusters Score -4574786 nChanged 16987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18746 members 
Mstep: Class 2 contains 17765 members 
Entering Unmasked Estep 
Score: -4584903.500000 Penalty: 3414.244873
	Iteration 1F: 3 clusters Score -4584904 nChanged 2072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18868 members 
Mstep: Class 2 contains 17643 members 
Entering Unmasked Estep 
Score: -4585870.500000 Penalty: 3414.244873
	Iteration 2F: 3 clusters Score -4585870 nChanged 2049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19001 members 
Mstep: Class 2 contains 17510 members 
Entering Unmasked Estep 
Score: -4586908.000000 Penalty: 3414.244873
	Iteration 3F: 3 clusters Score -4586908 nChanged 2138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19205 members 
Mstep: Class 2 contains 17306 members 
Entering Unmasked Estep 
Score: -4588047.500000 Penalty: 3414.244873
	Iteration 4F: 3 clusters Score -4588048 nChanged 2120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19347 members 
Mstep: Class 2 contains 17164 members 
Entering Unmasked Estep 
Score: -4589221.000000 Penalty: 3414.244873
	Iteration 5F: 3 clusters Score -4589221 nChanged 1972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19461 members 
Mstep: Class 2 contains 17050 members 
Entering Unmasked Estep 
Score: -4590232.500000 Penalty: 3414.244873
	Iteration 6F: 3 clusters Score -4590232 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19636 members 
Mstep: Class 2 contains 16875 members 
Entering Unmasked Estep 
Score: -4591123.500000 Penalty: 3414.244873
	Iteration 7Q: 3 clusters Score -4591124 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19824 members 
Mstep: Class 2 contains 16687 members 
Entering Unmasked Estep 
Score: -4591859.000000 Penalty: 3414.244873
	Iteration 8Q: 3 clusters Score -4591859 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19970 members 
Mstep: Class 2 contains 16541 members 
Entering Unmasked Estep 
Score: -4592408.000000 Penalty: 3414.244873
	Iteration 9Q: 3 clusters Score -4592408 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20058 members 
Mstep: Class 2 contains 16453 members 
Entering Unmasked Estep 
Score: -4592822.500000 Penalty: 3414.244873
	Iteration 10Q: 3 clusters Score -4592822 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20083 members 
Mstep: Class 2 contains 16428 members 
Entering Unmasked Estep 
Score: -4593067.500000 Penalty: 3414.244873
	Iteration 11Q: 3 clusters Score -4593068 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20036 members 
Mstep: Class 2 contains 16475 members 
Entering Unmasked Estep 
Score: -4593211.000000 Penalty: 3414.244873
	Iteration 12Q: 3 clusters Score -4593211 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19975 members 
Mstep: Class 2 contains 16536 members 
Entering Unmasked Estep 
Score: -4593309.500000 Penalty: 3414.244873
	Iteration 13Q: 3 clusters Score -4593310 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19924 members 
Mstep: Class 2 contains 16587 members 
Entering Unmasked Estep 
Score: -4593368.500000 Penalty: 3414.244873
	Iteration 14Q: 3 clusters Score -4593368 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19864 members 
Mstep: Class 2 contains 16647 members 
Entering Unmasked Estep 
Score: -4593432.000000 Penalty: 3414.244873
	Iteration 15Q: 3 clusters Score -4593432 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19815 members 
Mstep: Class 2 contains 16696 members 
Entering Unmasked Estep 
Score: -4593464.500000 Penalty: 3414.244873
	Iteration 16Q: 3 clusters Score -4593464 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19772 members 
Mstep: Class 2 contains 16739 members 
Entering Unmasked Estep 
Score: -4593493.000000 Penalty: 3414.244873
	Iteration 17Q: 3 clusters Score -4593493 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19752 members 
Mstep: Class 2 contains 16759 members 
Entering Unmasked Estep 
Score: -4593501.500000 Penalty: 3414.244873
	Iteration 18Q: 3 clusters Score -4593502 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19738 members 
Mstep: Class 2 contains 16773 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -4593535 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19740 members 
Mstep: Class 2 contains 16771 members 
Entering Unmasked Estep 
Score: -4593554.500000 Penalty: 3414.244873
	Iteration 20F: 3 clusters Score -4593554 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19717 members 
Mstep: Class 2 contains 16794 members 
Entering Unmasked Estep 
Score: -4593567.500000 Penalty: 3414.244873
	Iteration 21Q: 3 clusters Score -4593568 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19679 members 
Mstep: Class 2 contains 16832 members 
Entering Unmasked Estep 
Score: -4593599.500000 Penalty: 3414.244873
	Iteration 22Q: 3 clusters Score -4593600 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19649 members 
Mstep: Class 2 contains 16862 members 
Entering Unmasked Estep 
Score: -4593611.500000 Penalty: 3414.244873
	Iteration 23Q: 3 clusters Score -4593612 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19638 members 
Mstep: Class 2 contains 16873 members 
Entering Unmasked Estep 
Score: -4593622.500000 Penalty: 3414.244873
	Iteration 24Q: 3 clusters Score -4593622 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19626 members 
Mstep: Class 2 contains 16885 members 
Entering Unmasked Estep 
Score: -4593619.500000 Penalty: 3414.244873
	Iteration 25Q: 3 clusters Score -4593620 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19615 members 
Mstep: Class 2 contains 16896 members 
Entering Unmasked Estep 
Score: -4593637.500000 Penalty: 3414.244873
	Iteration 26Q: 3 clusters Score -4593638 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19601 members 
Mstep: Class 2 contains 16910 members 
Entering Unmasked Estep 
Score: -4593648.500000 Penalty: 3414.244873
	Iteration 27Q: 3 clusters Score -4593648 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19591 members 
Mstep: Class 2 contains 16920 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -4593650 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19579 members 
Mstep: Class 2 contains 16932 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -4593672 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19558 members 
Mstep: Class 2 contains 16953 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -4593687 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19565 members 
Mstep: Class 2 contains 16946 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -4593702 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19566 members 
Mstep: Class 2 contains 16945 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -4593715 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19552 members 
Mstep: Class 2 contains 16959 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -4593722 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19545 members 
Mstep: Class 2 contains 16966 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -4593734 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19515 members 
Mstep: Class 2 contains 16996 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -4593734 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19481 members 
Mstep: Class 2 contains 17030 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -4593748 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19452 members 
Mstep: Class 2 contains 17059 members 
Entering Unmasked Estep 
Score: -4593755.000000 Penalty: 3414.244873
	Iteration 37Q: 3 clusters Score -4593755 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19410 members 
Mstep: Class 2 contains 17101 members 
Entering Unmasked Estep 
Score: -4593747.500000 Penalty: 3414.244873
	Iteration 38Q: 3 clusters Score -4593748 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19363 members 
Mstep: Class 2 contains 17148 members 
Entering Unmasked Estep 
Score: -4593775.500000 Penalty: 3414.244873
	Iteration 39Q: 3 clusters Score -4593776 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19317 members 
Mstep: Class 2 contains 17194 members 
Entering Unmasked Estep 
Score: -4593789.500000 Penalty: 3414.244873
	Iteration 40F: 3 clusters Score -4593790 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19245 members 
Mstep: Class 2 contains 17266 members 
Entering Unmasked Estep 
Score: -4593816.000000 Penalty: 3414.244873
	Iteration 41Q: 3 clusters Score -4593816 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19159 members 
Mstep: Class 2 contains 17352 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -4593828 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19087 members 
Mstep: Class 2 contains 17424 members 
Entering Unmasked Estep 
Score: -4593839.500000 Penalty: 3414.244873
	Iteration 43Q: 3 clusters Score -4593840 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19013 members 
Mstep: Class 2 contains 17498 members 
Entering Unmasked Estep 
Score: -4593862.500000 Penalty: 3414.244873
	Iteration 44Q: 3 clusters Score -4593862 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18945 members 
Mstep: Class 2 contains 17566 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -4593878 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18851 members 
Mstep: Class 2 contains 17660 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -4593894 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18744 members 
Mstep: Class 2 contains 17767 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -4593896 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18630 members 
Mstep: Class 2 contains 17881 members 
Entering Unmasked Estep 
Score: -4593924.500000 Penalty: 3414.244873
	Iteration 48Q: 3 clusters Score -4593924 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18492 members 
Mstep: Class 2 contains 18019 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -4593946 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18363 members 
Mstep: Class 2 contains 18148 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -4593964 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18231 members 
Mstep: Class 2 contains 18280 members 
Entering Unmasked Estep 
Score: -4594009.000000 Penalty: 3414.244873
	Iteration 51Q: 3 clusters Score -4594009 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18077 members 
Mstep: Class 2 contains 18434 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -4594065 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17884 members 
Mstep: Class 2 contains 18627 members 
Entering Unmasked Estep 
Score: -4594123.500000 Penalty: 3414.244873
	Iteration 53Q: 3 clusters Score -4594124 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17665 members 
Mstep: Class 2 contains 18846 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -4594171 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17437 members 
Mstep: Class 2 contains 19074 members 
Entering Unmasked Estep 
Score: -4594248.500000 Penalty: 3414.244873
	Iteration 55Q: 3 clusters Score -4594248 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17172 members 
Mstep: Class 2 contains 19339 members 
Entering Unmasked Estep 
Score: -4594357.500000 Penalty: 3414.244873
	Iteration 56Q: 3 clusters Score -4594358 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16896 members 
Mstep: Class 2 contains 19615 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -4594458 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16598 members 
Mstep: Class 2 contains 19913 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -4594588 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16291 members 
Mstep: Class 2 contains 20220 members 
Entering Unmasked Estep 
Score: -4594716.500000 Penalty: 3414.244873
	Iteration 59Q: 3 clusters Score -4594716 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15960 members 
Mstep: Class 2 contains 20551 members 
Entering Unmasked Estep 
Score: -4594845.500000 Penalty: 3414.244873
	Iteration 60F: 3 clusters Score -4594846 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15633 members 
Mstep: Class 2 contains 20878 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -4594948 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15261 members 
Mstep: Class 2 contains 21250 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -4595078 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14865 members 
Mstep: Class 2 contains 21646 members 
Entering Unmasked Estep 
Score: -4595235.000000 Penalty: 3414.244873
	Iteration 63Q: 3 clusters Score -4595235 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14455 members 
Mstep: Class 2 contains 22056 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -4595340 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14026 members 
Mstep: Class 2 contains 22485 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -4595490 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13615 members 
Mstep: Class 2 contains 22896 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -4595592 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13257 members 
Mstep: Class 2 contains 23254 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -4595696 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12932 members 
Mstep: Class 2 contains 23579 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -4595786 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12627 members 
Mstep: Class 2 contains 23884 members 
Entering Unmasked Estep 
Score: -4595843.500000 Penalty: 3414.244873
	Iteration 69Q: 3 clusters Score -4595844 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12334 members 
Mstep: Class 2 contains 24177 members 
Entering Unmasked Estep 
Score: -4595917.500000 Penalty: 3414.244873
	Iteration 70Q: 3 clusters Score -4595918 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12043 members 
Mstep: Class 2 contains 24468 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -4595990 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11736 members 
Mstep: Class 2 contains 24775 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -4596066 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11450 members 
Mstep: Class 2 contains 25061 members 
Entering Unmasked Estep 
Score: -4596121.000000 Penalty: 3414.244873
	Iteration 73Q: 3 clusters Score -4596121 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11173 members 
Mstep: Class 2 contains 25338 members 
Entering Unmasked Estep 
Score: -4596189.500000 Penalty: 3414.244873
	Iteration 74Q: 3 clusters Score -4596190 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10879 members 
Mstep: Class 2 contains 25632 members 
Entering Unmasked Estep 
Score: -4596240.000000 Penalty: 3414.244873
	Iteration 75Q: 3 clusters Score -4596240 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10590 members 
Mstep: Class 2 contains 25921 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -4596307 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10307 members 
Mstep: Class 2 contains 26204 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -4596384 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10024 members 
Mstep: Class 2 contains 26487 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -4596473 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9739 members 
Mstep: Class 2 contains 26772 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -4596538 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9458 members 
Mstep: Class 2 contains 27053 members 
Entering Unmasked Estep 
Score: -4596611.000000 Penalty: 3414.244873
	Iteration 80F: 3 clusters Score -4596611 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9183 members 
Mstep: Class 2 contains 27328 members 
Entering Unmasked Estep 
Score: -4596694.500000 Penalty: 3414.244873
	Iteration 81Q: 3 clusters Score -4596694 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8895 members 
Mstep: Class 2 contains 27616 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -4596776 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8607 members 
Mstep: Class 2 contains 27904 members 
Entering Unmasked Estep 
Score: -4596881.500000 Penalty: 3414.244873
	Iteration 83Q: 3 clusters Score -4596882 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8317 members 
Mstep: Class 2 contains 28194 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -4596964 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8016 members 
Mstep: Class 2 contains 28495 members 
Entering Unmasked Estep 
Score: -4597082.500000 Penalty: 3414.244873
	Iteration 85Q: 3 clusters Score -4597082 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7731 members 
Mstep: Class 2 contains 28780 members 
Entering Unmasked Estep 
Score: -4597158.000000 Penalty: 3414.244873
	Iteration 86Q: 3 clusters Score -4597158 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7445 members 
Mstep: Class 2 contains 29066 members 
Entering Unmasked Estep 
Score: -4597246.500000 Penalty: 3414.244873
	Iteration 87Q: 3 clusters Score -4597246 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7205 members 
Mstep: Class 2 contains 29306 members 
Entering Unmasked Estep 
Score: -4597322.500000 Penalty: 3414.244873
	Iteration 88Q: 3 clusters Score -4597322 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6974 members 
Mstep: Class 2 contains 29537 members 
Entering Unmasked Estep 
Score: -4597382.500000 Penalty: 3414.244873
	Iteration 89Q: 3 clusters Score -4597382 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6770 members 
Mstep: Class 2 contains 29741 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -4597445 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6549 members 
Mstep: Class 2 contains 29962 members 
Entering Unmasked Estep 
Score: -4597517.500000 Penalty: 3414.244873
	Iteration 91Q: 3 clusters Score -4597518 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6329 members 
Mstep: Class 2 contains 30182 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -4597573 nChanged 198
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6145 members 
Mstep: Class 2 contains 30366 members 
Entering Unmasked Estep 
Score: -4597608.500000 Penalty: 3414.244873
	Iteration 93Q: 3 clusters Score -4597608 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5967 members 
Mstep: Class 2 contains 30544 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -4597648 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5799 members 
Mstep: Class 2 contains 30712 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -4597680 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5634 members 
Mstep: Class 2 contains 30877 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -4597728 nChanged 153
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5481 members 
Mstep: Class 2 contains 31030 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -4597748 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5325 members 
Mstep: Class 2 contains 31186 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -4597780 nChanged 148
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 31328 members 
Entering Unmasked Estep 
Score: -4597803.500000 Penalty: 3414.244873
	Iteration 99Q: 3 clusters Score -4597804 nChanged 150
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 31476 members 
Entering Unmasked Estep 
Score: -4597828.500000 Penalty: 3414.244873
	Iteration 100F: 3 clusters Score -4597828 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 31594 members 
Entering Unmasked Estep 
Score: -4597836.500000 Penalty: 3414.244873
	Iteration 101Q: 3 clusters Score -4597836 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 31702 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -4597845 nChanged 104
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 31806 members 
Entering Unmasked Estep 
Score: -4597858.500000 Penalty: 3414.244873
	Iteration 103Q: 3 clusters Score -4597858 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 31898 members 
Entering Unmasked Estep 
Score: -4597885.500000 Penalty: 3414.244873
	Iteration 104Q: 3 clusters Score -4597886 nChanged 68
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 31966 members 
Entering Unmasked Estep 
Score: -4597893.000000 Penalty: 3414.244873
	Iteration 105Q: 3 clusters Score -4597893 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 32028 members 
Entering Unmasked Estep 
Score: -4597904.500000 Penalty: 3414.244873
	Iteration 106Q: 3 clusters Score -4597904 nChanged 61
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 32089 members 
Entering Unmasked Estep 
Score: -4597903.500000 Penalty: 3414.244873
	Iteration 107Q: 3 clusters Score -4597904 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 32135 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -4597901 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 32172 members 
Entering Unmasked Estep 
Score: -4597903.000000 Penalty: 3414.244873
	Iteration 109Q: 3 clusters Score -4597903 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 32215 members 
Entering Unmasked Estep 
Score: -4597899.500000 Penalty: 3414.244873
	Iteration 110Q: 3 clusters Score -4597900 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 32262 members 
Entering Unmasked Estep 
Score: -4597912.500000 Penalty: 3414.244873
	Iteration 111Q: 3 clusters Score -4597912 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 32297 members 
Entering Unmasked Estep 
Score: -4597917.000000 Penalty: 3414.244873
	Iteration 112Q: 3 clusters Score -4597917 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 32342 members 
Entering Unmasked Estep 
Score: -4597917.500000 Penalty: 3414.244873
	Iteration 113Q: 3 clusters Score -4597918 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 32382 members 
Entering Unmasked Estep 
Score: -4597924.500000 Penalty: 3414.244873
	Iteration 114Q: 3 clusters Score -4597924 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 32416 members 
Entering Unmasked Estep 
Score: -4597927.000000 Penalty: 3414.244873
	Iteration 115Q: 3 clusters Score -4597927 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 32448 members 
Entering Unmasked Estep 
Score: -4597936.000000 Penalty: 3414.244873
	Iteration 116Q: 3 clusters Score -4597936 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 32490 members 
Entering Unmasked Estep 
Score: -4597947.000000 Penalty: 3414.244873
	Iteration 117Q: 3 clusters Score -4597947 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 32525 members 
Entering Unmasked Estep 
Score: -4597944.000000 Penalty: 3414.244873
	Iteration 118Q: 3 clusters Score -4597944 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 32569 members 
Entering Unmasked Estep 
Score: -4597965.000000 Penalty: 3414.244873
	Iteration 119Q: 3 clusters Score -4597965 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 32623 members 
Entering Unmasked Estep 
Score: -4597966.500000 Penalty: 3414.244873
	Iteration 120F: 3 clusters Score -4597966 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 32691 members 
Entering Unmasked Estep 
Score: -4597994.500000 Penalty: 3414.244873
	Iteration 121Q: 3 clusters Score -4597994 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 32766 members 
Entering Unmasked Estep 
Score: -4598005.500000 Penalty: 3414.244873
	Iteration 122Q: 3 clusters Score -4598006 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 32841 members 
Entering Unmasked Estep 
Score: -4598021.000000 Penalty: 3414.244873
	Iteration 123Q: 3 clusters Score -4598021 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 32901 members 
Entering Unmasked Estep 
Score: -4598030.500000 Penalty: 3414.244873
	Iteration 124Q: 3 clusters Score -4598030 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 32947 members 
Entering Unmasked Estep 
Score: -4598033.000000 Penalty: 3414.244873
	Iteration 125Q: 3 clusters Score -4598033 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 32981 members 
Entering Unmasked Estep 
Score: -4598029.000000 Penalty: 3414.244873
	Iteration 126Q: 3 clusters Score -4598029 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 33018 members 
Entering Unmasked Estep 
Score: -4598041.500000 Penalty: 3414.244873
	Iteration 127Q: 3 clusters Score -4598042 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 33048 members 
Entering Unmasked Estep 
Score: -4598047.500000 Penalty: 3414.244873
	Iteration 128Q: 3 clusters Score -4598048 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 33081 members 
Entering Unmasked Estep 
Score: -4598057.000000 Penalty: 3414.244873
	Iteration 129Q: 3 clusters Score -4598057 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 33124 members 
Entering Unmasked Estep 
Score: -4598057.500000 Penalty: 3414.244873
	Iteration 130Q: 3 clusters Score -4598058 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 33161 members 
Entering Unmasked Estep 
Score: -4598070.000000 Penalty: 3414.244873
	Iteration 131Q: 3 clusters Score -4598070 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 33205 members 
Entering Unmasked Estep 
Score: -4598083.000000 Penalty: 3414.244873
	Iteration 132Q: 3 clusters Score -4598083 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 33241 members 
Entering Unmasked Estep 
Score: -4598082.500000 Penalty: 3414.244873
	Iteration 133Q: 3 clusters Score -4598082 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 33281 members 
Entering Unmasked Estep 
Score: -4598086.500000 Penalty: 3414.244873
	Iteration 134Q: 3 clusters Score -4598086 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 33320 members 
Entering Unmasked Estep 
Score: -4598089.500000 Penalty: 3414.244873
	Iteration 135Q: 3 clusters Score -4598090 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 33356 members 
Entering Unmasked Estep 
Score: -4598094.500000 Penalty: 3414.244873
	Iteration 136Q: 3 clusters Score -4598094 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 33383 members 
Entering Unmasked Estep 
Score: -4598102.000000 Penalty: 3414.244873
	Iteration 137Q: 3 clusters Score -4598102 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 33402 members 
Entering Unmasked Estep 
Score: -4598104.500000 Penalty: 3414.244873
	Iteration 138Q: 3 clusters Score -4598104 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 33428 members 
Entering Unmasked Estep 
Score: -4598104.500000 Penalty: 3414.244873
	Iteration 139Q: 3 clusters Score -4598104 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 33453 members 
Entering Unmasked Estep 
Score: -4598111.000000 Penalty: 3414.244873
	Iteration 140F: 3 clusters Score -4598111 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 33474 members 
Entering Unmasked Estep 
Score: -4598111.000000 Penalty: 3414.244873
	Iteration 141Q: 3 clusters Score -4598111 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 33492 members 
Entering Unmasked Estep 
Score: -4598112.500000 Penalty: 3414.244873
	Iteration 142Q: 3 clusters Score -4598112 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 33513 members 
Entering Unmasked Estep 
Score: -4598113.500000 Penalty: 3414.244873
	Iteration 143Q: 3 clusters Score -4598114 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 33536 members 
Entering Unmasked Estep 
Score: -4598120.500000 Penalty: 3414.244873
	Iteration 144Q: 3 clusters Score -4598120 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 33551 members 
Entering Unmasked Estep 
Score: -4598113.000000 Penalty: 3414.244873
	Iteration 145Q: 3 clusters Score -4598113 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 33568 members 
Entering Unmasked Estep 
Score: -4598113.500000 Penalty: 3414.244873
	Iteration 146Q: 3 clusters Score -4598114 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 33584 members 
Entering Unmasked Estep 
Score: -4598113.500000 Penalty: 3414.244873
	Iteration 147Q: 3 clusters Score -4598114 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 33602 members 
Entering Unmasked Estep 
Score: -4598115.500000 Penalty: 3414.244873
	Iteration 148Q: 3 clusters Score -4598116 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 33617 members 
Entering Unmasked Estep 
Score: -4598110.000000 Penalty: 3414.244873
	Iteration 149Q: 3 clusters Score -4598110 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 33633 members 
Entering Unmasked Estep 
Score: -4598113.500000 Penalty: 3414.244873
	Iteration 150Q: 3 clusters Score -4598114 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 33649 members 
Entering Unmasked Estep 
Score: -4598119.000000 Penalty: 3414.244873
	Iteration 151Q: 3 clusters Score -4598119 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 33679 members 
Entering Unmasked Estep 
Score: -4598123.500000 Penalty: 3414.244873
	Iteration 152Q: 3 clusters Score -4598124 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 33702 members 
Entering Unmasked Estep 
Score: -4598131.000000 Penalty: 3414.244873
	Iteration 153Q: 3 clusters Score -4598131 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 33718 members 
Entering Unmasked Estep 
Score: -4598128.000000 Penalty: 3414.244873
	Iteration 154Q: 3 clusters Score -4598128 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 33731 members 
Entering Unmasked Estep 
Score: -4598133.500000 Penalty: 3414.244873
	Iteration 155Q: 3 clusters Score -4598134 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 33742 members 
Entering Unmasked Estep 
Score: -4598135.500000 Penalty: 3414.244873
	Iteration 156Q: 3 clusters Score -4598136 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 33754 members 
Entering Unmasked Estep 
Score: -4598135.000000 Penalty: 3414.244873
	Iteration 157Q: 3 clusters Score -4598135 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 33763 members 
Entering Unmasked Estep 
Score: -4598132.500000 Penalty: 3414.244873
	Iteration 158Q: 3 clusters Score -4598132 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 33772 members 
Entering Unmasked Estep 
Score: -4598131.000000 Penalty: 3414.244873
	Iteration 159Q: 3 clusters Score -4598131 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 33780 members 
Entering Unmasked Estep 
Score: -4598134.500000 Penalty: 3414.244873
	Iteration 160F: 3 clusters Score -4598134 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 33787 members 
Entering Unmasked Estep 
Score: -4598138.500000 Penalty: 3414.244873
	Iteration 161Q: 3 clusters Score -4598138 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 33795 members 
Entering Unmasked Estep 
Score: -4598134.000000 Penalty: 3414.244873
	Iteration 162Q: 3 clusters Score -4598134 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 33807 members 
Entering Unmasked Estep 
Score: -4598137.500000 Penalty: 3414.244873
	Iteration 163Q: 3 clusters Score -4598138 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 33817 members 
Entering Unmasked Estep 
Score: -4598142.000000 Penalty: 3414.244873
	Iteration 164Q: 3 clusters Score -4598142 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 33824 members 
Entering Unmasked Estep 
Score: -4598138.000000 Penalty: 3414.244873
	Iteration 165Q: 3 clusters Score -4598138 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 33833 members 
Entering Unmasked Estep 
Score: -4598137.500000 Penalty: 3414.244873
	Iteration 166Q: 3 clusters Score -4598138 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 33845 members 
Entering Unmasked Estep 
Score: -4598139.000000 Penalty: 3414.244873
	Iteration 167Q: 3 clusters Score -4598139 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 33858 members 
Entering Unmasked Estep 
Score: -4598131.000000 Penalty: 3414.244873
	Iteration 168Q: 3 clusters Score -4598131 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 33868 members 
Entering Unmasked Estep 
Score: -4598146.000000 Penalty: 3414.244873
	Iteration 169Q: 3 clusters Score -4598146 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 33876 members 
Entering Unmasked Estep 
Score: -4598142.000000 Penalty: 3414.244873
	Iteration 170Q: 3 clusters Score -4598142 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 33884 members 
Entering Unmasked Estep 
Score: -4598147.000000 Penalty: 3414.244873
	Iteration 171Q: 3 clusters Score -4598147 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 33888 members 
Entering Unmasked Estep 
Score: -4598151.000000 Penalty: 3414.244873
	Iteration 172Q: 3 clusters Score -4598151 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 33892 members 
Entering Unmasked Estep 
Score: -4598154.000000 Penalty: 3414.244873
	Iteration 173Q: 3 clusters Score -4598154 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 33896 members 
Entering Unmasked Estep 
Score: -4598150.500000 Penalty: 3414.244873
	Iteration 174Q: 3 clusters Score -4598150 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 33901 members 
Entering Unmasked Estep 
Score: -4598148.000000 Penalty: 3414.244873
	Iteration 175Q: 3 clusters Score -4598148 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 33909 members 
Entering Unmasked Estep 
Score: -4598155.000000 Penalty: 3414.244873
	Iteration 176Q: 3 clusters Score -4598155 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 33914 members 
Entering Unmasked Estep 
Score: -4598152.500000 Penalty: 3414.244873
	Iteration 177Q: 3 clusters Score -4598152 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 33919 members 
Entering Unmasked Estep 
Score: -4598159.000000 Penalty: 3414.244873
	Iteration 178Q: 3 clusters Score -4598159 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 33922 members 
Entering Unmasked Estep 
Score: -4598154.500000 Penalty: 3414.244873
	Iteration 179Q: 3 clusters Score -4598154 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 33924 members 
Entering Unmasked Estep 
Score: -4598156.500000 Penalty: 3414.244873
	Iteration 180F: 3 clusters Score -4598156 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 33927 members 
Entering Unmasked Estep 
Score: -4598156.500000 Penalty: 3414.244873
	Iteration 181Q: 3 clusters Score -4598156 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 33927 members 
Entering Unmasked Estep 
Score: -4598156.500000 Penalty: 3414.244873
	Iteration 182F: 3 clusters Score -4598156 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (25866 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25866 members 
Entering Unmasked Estep 
Score: -3040043.000000 Penalty: 1651.111206
	Iteration 0F: 2 clusters Score -3040043 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12991 members 
Mstep: Class 2 contains 12875 members 
Entering Unmasked Estep 
Score: -3022671.750000 Penalty: 3302.222412
	Iteration 0F: 3 clusters Score -3022672 nChanged 11836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13867 members 
Mstep: Class 2 contains 11999 members 
Entering Unmasked Estep 
Score: -3029644.000000 Penalty: 3302.222412
	Iteration 1F: 3 clusters Score -3029644 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14385 members 
Mstep: Class 2 contains 11481 members 
Entering Unmasked Estep 
Score: -3030388.750000 Penalty: 3302.222412
	Iteration 2F: 3 clusters Score -3030389 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15082 members 
Mstep: Class 2 contains 10784 members 
Entering Unmasked Estep 
Score: -3031167.750000 Penalty: 3302.222412
	Iteration 3F: 3 clusters Score -3031168 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15912 members 
Mstep: Class 2 contains 9954 members 
Entering Unmasked Estep 
Score: -3031955.250000 Penalty: 3302.222412
	Iteration 4F: 3 clusters Score -3031955 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16841 members 
Mstep: Class 2 contains 9025 members 
Entering Unmasked Estep 
Score: -3032781.250000 Penalty: 3302.222412
	Iteration 5F: 3 clusters Score -3032781 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17878 members 
Mstep: Class 2 contains 7988 members 
Entering Unmasked Estep 
Score: -3033699.250000 Penalty: 3302.222412
	Iteration 6F: 3 clusters Score -3033699 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18921 members 
Mstep: Class 2 contains 6945 members 
Entering Unmasked Estep 
Score: -3034608.750000 Penalty: 3302.222412
	Iteration 7F: 3 clusters Score -3034609 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19938 members 
Mstep: Class 2 contains 5928 members 
Entering Unmasked Estep 
Score: -3035480.250000 Penalty: 3302.222412
	Iteration 8Q: 3 clusters Score -3035480 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20857 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -3036243.750000 Penalty: 3302.222412
	Iteration 9Q: 3 clusters Score -3036244 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21653 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -3036881.250000 Penalty: 3302.222412
	Iteration 10Q: 3 clusters Score -3036881 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22314 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -3037401.500000 Penalty: 3302.222412
	Iteration 11Q: 3 clusters Score -3037402 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22857 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -3037830.500000 Penalty: 3302.222412
	Iteration 12Q: 3 clusters Score -3037830 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23260 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -3038085.250000 Penalty: 3302.222412
	Iteration 13Q: 3 clusters Score -3038085 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23574 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -3038290.750000 Penalty: 3302.222412
	Iteration 14Q: 3 clusters Score -3038291 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23836 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -3038478.500000 Penalty: 3302.222412
	Iteration 15Q: 3 clusters Score -3038478 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24030 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -3038611.500000 Penalty: 3302.222412
	Iteration 16Q: 3 clusters Score -3038612 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24190 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -3038708.750000 Penalty: 3302.222412
	Iteration 17Q: 3 clusters Score -3038709 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24329 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -3038769.250000 Penalty: 3302.222412
	Iteration 18Q: 3 clusters Score -3038769 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24427 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -3038809.000000 Penalty: 3302.222412
	Iteration 19Q: 3 clusters Score -3038809 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24506 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -3038838.500000 Penalty: 3302.222412
	Iteration 20F: 3 clusters Score -3038838 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24569 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -3038872.750000 Penalty: 3302.222412
	Iteration 21Q: 3 clusters Score -3038873 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24614 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -3038896.000000 Penalty: 3302.222412
	Iteration 22Q: 3 clusters Score -3038896 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24647 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -3038912.500000 Penalty: 3302.222412
	Iteration 23Q: 3 clusters Score -3038912 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24675 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -3038921.500000 Penalty: 3302.222412
	Iteration 24Q: 3 clusters Score -3038922 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24696 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -3038934.250000 Penalty: 3302.222412
	Iteration 25Q: 3 clusters Score -3038934 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24720 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -3038940.500000 Penalty: 3302.222412
	Iteration 26Q: 3 clusters Score -3038940 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24743 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -3038947.500000 Penalty: 3302.222412
	Iteration 27Q: 3 clusters Score -3038948 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24761 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -3038955.000000 Penalty: 3302.222412
	Iteration 28Q: 3 clusters Score -3038955 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24773 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -3038957.500000 Penalty: 3302.222412
	Iteration 29Q: 3 clusters Score -3038958 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24781 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -3038959.750000 Penalty: 3302.222412
	Iteration 30Q: 3 clusters Score -3038960 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24791 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -3038969.250000 Penalty: 3302.222412
	Iteration 31Q: 3 clusters Score -3038969 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24797 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -3038966.000000 Penalty: 3302.222412
	Iteration 32Q: 3 clusters Score -3038966 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24802 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -3038970.750000 Penalty: 3302.222412
	Iteration 33Q: 3 clusters Score -3038971 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24806 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -3038974.500000 Penalty: 3302.222412
	Iteration 34Q: 3 clusters Score -3038974 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24809 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -3038974.250000 Penalty: 3302.222412
	Iteration 35Q: 3 clusters Score -3038974 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24814 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -3038975.750000 Penalty: 3302.222412
	Iteration 36Q: 3 clusters Score -3038976 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24817 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -3038975.000000 Penalty: 3302.222412
	Iteration 37Q: 3 clusters Score -3038975 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24821 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -3038975.000000 Penalty: 3302.222412
	Iteration 38Q: 3 clusters Score -3038975 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24827 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -3038977.750000 Penalty: 3302.222412
	Iteration 39Q: 3 clusters Score -3038978 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24830 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -3038975.250000 Penalty: 3302.222412
	Iteration 40F: 3 clusters Score -3038975 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24832 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -3038982.000000 Penalty: 3302.222412
	Iteration 41Q: 3 clusters Score -3038982 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24835 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -3038984.000000 Penalty: 3302.222412
	Iteration 42Q: 3 clusters Score -3038984 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24836 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -3038983.000000 Penalty: 3302.222412
	Iteration 43Q: 3 clusters Score -3038983 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24837 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -3038979.250000 Penalty: 3302.222412
	Iteration 44Q: 3 clusters Score -3038979 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24837 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -3038979.250000 Penalty: 3302.222412
	Iteration 45F: 3 clusters Score -3038979 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (4854 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Entering Unmasked Estep 
Score: -554232.812500 Penalty: 1379.228271
	Iteration 0F: 2 clusters Score -554232.8 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 2408 members 
Entering Unmasked Estep 
Score: -550441.312500 Penalty: 2758.456543
	Iteration 0F: 3 clusters Score -550441.3 nChanged 2011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -551798.750000 Penalty: 2758.456543
	Iteration 1F: 3 clusters Score -551798.8 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -552117.187500 Penalty: 2758.456543
	Iteration 2F: 3 clusters Score -552117.2 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -552366.250000 Penalty: 2758.456543
	Iteration 3F: 3 clusters Score -552366.2 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -552551.437500 Penalty: 2758.456543
	Iteration 4F: 3 clusters Score -552551.4 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -552696.250000 Penalty: 2758.456543
	Iteration 5Q: 3 clusters Score -552696.2 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -552806.250000 Penalty: 2758.456543
	Iteration 6Q: 3 clusters Score -552806.2 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -552902.812500 Penalty: 2758.456543
	Iteration 7Q: 3 clusters Score -552902.8 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -552980.625000 Penalty: 2758.456543
	Iteration 8Q: 3 clusters Score -552980.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -553043.562500 Penalty: 2758.456543
	Iteration 9Q: 3 clusters Score -553043.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -553094.375000 Penalty: 2758.456543
	Iteration 10Q: 3 clusters Score -553094.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -553125.750000 Penalty: 2758.456543
	Iteration 11Q: 3 clusters Score -553125.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -553156.750000 Penalty: 2758.456543
	Iteration 12Q: 3 clusters Score -553156.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -553184.312500 Penalty: 2758.456543
	Iteration 13Q: 3 clusters Score -553184.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -553220.062500 Penalty: 2758.456543
	Iteration 14Q: 3 clusters Score -553220.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -553255.687500 Penalty: 2758.456543
	Iteration 15Q: 3 clusters Score -553255.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -553289.500000 Penalty: 2758.456543
	Iteration 16Q: 3 clusters Score -553289.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -553324.187500 Penalty: 2758.456543
	Iteration 17Q: 3 clusters Score -553324.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -553356.937500 Penalty: 2758.456543
	Iteration 18Q: 3 clusters Score -553356.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -553380.375000 Penalty: 2758.456543
	Iteration 19Q: 3 clusters Score -553380.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -553401.437500 Penalty: 2758.456543
	Iteration 20F: 3 clusters Score -553401.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -553425.437500 Penalty: 2758.456543
	Iteration 21Q: 3 clusters Score -553425.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -553445.312500 Penalty: 2758.456543
	Iteration 22Q: 3 clusters Score -553445.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -553456.062500 Penalty: 2758.456543
	Iteration 23Q: 3 clusters Score -553456.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -553466.000000 Penalty: 2758.456543
	Iteration 24Q: 3 clusters Score -553466 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -553475.250000 Penalty: 2758.456543
	Iteration 25Q: 3 clusters Score -553475.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -553483.437500 Penalty: 2758.456543
	Iteration 26Q: 3 clusters Score -553483.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -553491.562500 Penalty: 2758.456543
	Iteration 27Q: 3 clusters Score -553491.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -553503.937500 Penalty: 2758.456543
	Iteration 28Q: 3 clusters Score -553503.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -553518.625000 Penalty: 2758.456543
	Iteration 29Q: 3 clusters Score -553518.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -553540.312500 Penalty: 2758.456543
	Iteration 30Q: 3 clusters Score -553540.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -553562.562500 Penalty: 2758.456543
	Iteration 31Q: 3 clusters Score -553562.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -553589.312500 Penalty: 2758.456543
	Iteration 32Q: 3 clusters Score -553589.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -553617.125000 Penalty: 2758.456543
	Iteration 33Q: 3 clusters Score -553617.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -553651.500000 Penalty: 2758.456543
	Iteration 34Q: 3 clusters Score -553651.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -553681.000000 Penalty: 2758.456543
	Iteration 35Q: 3 clusters Score -553681 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -553702.312500 Penalty: 2758.456543
	Iteration 36Q: 3 clusters Score -553702.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -553719.750000 Penalty: 2758.456543
	Iteration 37Q: 3 clusters Score -553719.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -553735.125000 Penalty: 2758.456543
	Iteration 38Q: 3 clusters Score -553735.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -553752.500000 Penalty: 2758.456543
	Iteration 39Q: 3 clusters Score -553752.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -553770.812500 Penalty: 2758.456543
	Iteration 40F: 3 clusters Score -553770.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -553783.687500 Penalty: 2758.456543
	Iteration 41Q: 3 clusters Score -553783.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -553797.812500 Penalty: 2758.456543
	Iteration 42Q: 3 clusters Score -553797.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -553804.812500 Penalty: 2758.456543
	Iteration 43Q: 3 clusters Score -553804.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -553809.687500 Penalty: 2758.456543
	Iteration 44Q: 3 clusters Score -553809.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -553815.687500 Penalty: 2758.456543
	Iteration 45Q: 3 clusters Score -553815.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -553819.562500 Penalty: 2758.456543
	Iteration 46Q: 3 clusters Score -553819.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -553828.000000 Penalty: 2758.456543
	Iteration 47Q: 3 clusters Score -553828 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -553832.875000 Penalty: 2758.456543
	Iteration 48Q: 3 clusters Score -553832.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -553834.375000 Penalty: 2758.456543
	Iteration 49Q: 3 clusters Score -553834.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -553834.812500 Penalty: 2758.456543
	Iteration 50Q: 3 clusters Score -553834.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -553835.062500 Penalty: 2758.456543
	Iteration 51Q: 3 clusters Score -553835.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -553834.625000 Penalty: 2758.456543
	Iteration 52Q: 3 clusters Score -553834.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -553834.625000 Penalty: 2758.456543
	Iteration 53F: 3 clusters Score -553834.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (33647 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33647 members 
Entering Unmasked Estep 
Score: -4249378.500000 Penalty: 1693.847900
	Iteration 0F: 2 clusters Score -4249378 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16770 members 
Mstep: Class 2 contains 16877 members 
Entering Unmasked Estep 
Score: -4226872.000000 Penalty: 3387.695801
	Iteration 0F: 3 clusters Score -4226872 nChanged 15553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16455 members 
Mstep: Class 2 contains 17192 members 
Entering Unmasked Estep 
Score: -4235309.500000 Penalty: 3387.695801
	Iteration 1F: 3 clusters Score -4235310 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16206 members 
Mstep: Class 2 contains 17441 members 
Entering Unmasked Estep 
Score: -4235593.500000 Penalty: 3387.695801
	Iteration 2Q: 3 clusters Score -4235594 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15797 members 
Mstep: Class 2 contains 17850 members 
Entering Unmasked Estep 
Score: -4235891.500000 Penalty: 3387.695801
	Iteration 3Q: 3 clusters Score -4235892 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15234 members 
Mstep: Class 2 contains 18413 members 
Entering Unmasked Estep 
Score: -4236140.500000 Penalty: 3387.695801
	Iteration 4Q: 3 clusters Score -4236140 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14401 members 
Mstep: Class 2 contains 19246 members 
Entering Unmasked Estep 
Score: -4236505.000000 Penalty: 3387.695801
	Iteration 5Q: 3 clusters Score -4236505 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13196 members 
Mstep: Class 2 contains 20451 members 
Entering Unmasked Estep 
Score: -4237091.000000 Penalty: 3387.695801
	Iteration 6Q: 3 clusters Score -4237091 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11476 members 
Mstep: Class 2 contains 22171 members 
Entering Unmasked Estep 
Score: -4238090.500000 Penalty: 3387.695801
	Iteration 7F: 3 clusters Score -4238090 nChanged 2399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9149 members 
Mstep: Class 2 contains 24498 members 
Entering Unmasked Estep 
Score: -4239816.500000 Penalty: 3387.695801
	Iteration 8F: 3 clusters Score -4239816 nChanged 2626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6601 members 
Mstep: Class 2 contains 27046 members 
Entering Unmasked Estep 
Score: -4241959.500000 Penalty: 3387.695801
	Iteration 9F: 3 clusters Score -4241960 nChanged 2466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 29482 members 
Entering Unmasked Estep 
Score: -4244214.500000 Penalty: 3387.695801
	Iteration 10F: 3 clusters Score -4244214 nChanged 1854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 31316 members 
Entering Unmasked Estep 
Score: -4245975.500000 Penalty: 3387.695801
	Iteration 11F: 3 clusters Score -4245976 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 32397 members 
Entering Unmasked Estep 
Score: -4246956.000000 Penalty: 3387.695801
	Iteration 12Q: 3 clusters Score -4246956 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 32927 members 
Entering Unmasked Estep 
Score: -4247426.000000 Penalty: 3387.695801
	Iteration 13Q: 3 clusters Score -4247426 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 33161 members 
Entering Unmasked Estep 
Score: -4247648.500000 Penalty: 3387.695801
	Iteration 14Q: 3 clusters Score -4247648 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 33264 members 
Entering Unmasked Estep 
Score: -4247763.500000 Penalty: 3387.695801
	Iteration 15Q: 3 clusters Score -4247764 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 33312 members 
Entering Unmasked Estep 
Score: -4247815.000000 Penalty: 3387.695801
	Iteration 16Q: 3 clusters Score -4247815 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 33345 members 
Entering Unmasked Estep 
Score: -4247868.000000 Penalty: 3387.695801
	Iteration 17Q: 3 clusters Score -4247868 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 33359 members 
Entering Unmasked Estep 
Score: -4247883.500000 Penalty: 3387.695801
	Iteration 18Q: 3 clusters Score -4247884 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 33369 members 
Entering Unmasked Estep 
Score: -4247889.500000 Penalty: 3387.695801
	Iteration 19Q: 3 clusters Score -4247890 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 33374 members 
Entering Unmasked Estep 
Score: -4247893.500000 Penalty: 3387.695801
	Iteration 20F: 3 clusters Score -4247894 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 33378 members 
Entering Unmasked Estep 
Score: -4247901.000000 Penalty: 3387.695801
	Iteration 21Q: 3 clusters Score -4247901 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 33380 members 
Entering Unmasked Estep 
Score: -4247908.500000 Penalty: 3387.695801
	Iteration 22Q: 3 clusters Score -4247908 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 33381 members 
Entering Unmasked Estep 
Score: -4247910.500000 Penalty: 3387.695801
	Iteration 23Q: 3 clusters Score -4247910 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 33384 members 
Entering Unmasked Estep 
Score: -4247914.500000 Penalty: 3387.695801
	Iteration 24Q: 3 clusters Score -4247914 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 33386 members 
Entering Unmasked Estep 
Score: -4247916.000000 Penalty: 3387.695801
	Iteration 25Q: 3 clusters Score -4247916 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 33388 members 
Entering Unmasked Estep 
Score: -4247921.500000 Penalty: 3387.695801
	Iteration 26Q: 3 clusters Score -4247922 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 33390 members 
Entering Unmasked Estep 
Score: -4247925.000000 Penalty: 3387.695801
	Iteration 27Q: 3 clusters Score -4247925 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 33390 members 
Entering Unmasked Estep 
Score: -4247925.000000 Penalty: 3387.695801
	Iteration 28F: 3 clusters Score -4247925 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (2487 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Entering Unmasked Estep 
Score: -314574.375000 Penalty: 1270.560303
	Iteration 0F: 2 clusters Score -314574.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -312163.593750 Penalty: 2541.120605
	Iteration 0F: 3 clusters Score -312163.6 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -312761.625000 Penalty: 2541.120605
	Iteration 1F: 3 clusters Score -312761.6 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -312925.437500 Penalty: 2541.120605
	Iteration 2F: 3 clusters Score -312925.4 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -313041.625000 Penalty: 2541.120605
	Iteration 3F: 3 clusters Score -313041.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -313129.625000 Penalty: 2541.120605
	Iteration 4Q: 3 clusters Score -313129.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -313204.531250 Penalty: 2541.120605
	Iteration 5Q: 3 clusters Score -313204.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -313283.937500 Penalty: 2541.120605
	Iteration 6Q: 3 clusters Score -313283.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -313350.968750 Penalty: 2541.120605
	Iteration 7Q: 3 clusters Score -313351 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -313409.781250 Penalty: 2541.120605
	Iteration 8Q: 3 clusters Score -313409.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -313452.843750 Penalty: 2541.120605
	Iteration 9Q: 3 clusters Score -313452.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -313489.062500 Penalty: 2541.120605
	Iteration 10Q: 3 clusters Score -313489.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -313520.937500 Penalty: 2541.120605
	Iteration 11Q: 3 clusters Score -313520.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -313547.281250 Penalty: 2541.120605
	Iteration 12Q: 3 clusters Score -313547.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -313570.625000 Penalty: 2541.120605
	Iteration 13Q: 3 clusters Score -313570.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -313594.125000 Penalty: 2541.120605
	Iteration 14Q: 3 clusters Score -313594.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -313613.593750 Penalty: 2541.120605
	Iteration 15Q: 3 clusters Score -313613.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -313627.812500 Penalty: 2541.120605
	Iteration 16Q: 3 clusters Score -313627.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -313654.812500 Penalty: 2541.120605
	Iteration 17Q: 3 clusters Score -313654.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -313670.281250 Penalty: 2541.120605
	Iteration 18Q: 3 clusters Score -313670.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -313676.156250 Penalty: 2541.120605
	Iteration 19Q: 3 clusters Score -313676.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -313679.312500 Penalty: 2541.120605
	Iteration 20F: 3 clusters Score -313679.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -313682.375000 Penalty: 2541.120605
	Iteration 21Q: 3 clusters Score -313682.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -313685.875000 Penalty: 2541.120605
	Iteration 22Q: 3 clusters Score -313685.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -313689.187500 Penalty: 2541.120605
	Iteration 23Q: 3 clusters Score -313689.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -313688.812500 Penalty: 2541.120605
	Iteration 24Q: 3 clusters Score -313688.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -313690.156250 Penalty: 2541.120605
	Iteration 25Q: 3 clusters Score -313690.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -313692.781250 Penalty: 2541.120605
	Iteration 26Q: 3 clusters Score -313692.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -313698.875000 Penalty: 2541.120605
	Iteration 27Q: 3 clusters Score -313698.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -313704.687500 Penalty: 2541.120605
	Iteration 28Q: 3 clusters Score -313704.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -313707.062500 Penalty: 2541.120605
	Iteration 29Q: 3 clusters Score -313707.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -313711.843750 Penalty: 2541.120605
	Iteration 30Q: 3 clusters Score -313711.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -313714.343750 Penalty: 2541.120605
	Iteration 31Q: 3 clusters Score -313714.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -313719.281250 Penalty: 2541.120605
	Iteration 32Q: 3 clusters Score -313719.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -313723.687500 Penalty: 2541.120605
	Iteration 33Q: 3 clusters Score -313723.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -313726.562500 Penalty: 2541.120605
	Iteration 34Q: 3 clusters Score -313726.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -313731.625000 Penalty: 2541.120605
	Iteration 35Q: 3 clusters Score -313731.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -313734.906250 Penalty: 2541.120605
	Iteration 36Q: 3 clusters Score -313734.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -313737.000000 Penalty: 2541.120605
	Iteration 37Q: 3 clusters Score -313737 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -313739.187500 Penalty: 2541.120605
	Iteration 38Q: 3 clusters Score -313739.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -313740.750000 Penalty: 2541.120605
	Iteration 39Q: 3 clusters Score -313740.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -313742.093750 Penalty: 2541.120605
	Iteration 40F: 3 clusters Score -313742.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -313745.750000 Penalty: 2541.120605
	Iteration 41Q: 3 clusters Score -313745.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -313753.937500 Penalty: 2541.120605
	Iteration 42Q: 3 clusters Score -313753.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -313765.812500 Penalty: 2541.120605
	Iteration 43Q: 3 clusters Score -313765.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -313784.781250 Penalty: 2541.120605
	Iteration 44Q: 3 clusters Score -313784.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -313797.500000 Penalty: 2541.120605
	Iteration 45Q: 3 clusters Score -313797.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -313803.625000 Penalty: 2541.120605
	Iteration 46Q: 3 clusters Score -313803.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -313808.593750 Penalty: 2541.120605
	Iteration 47Q: 3 clusters Score -313808.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -313810.312500 Penalty: 2541.120605
	Iteration 48Q: 3 clusters Score -313810.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -313813.531250 Penalty: 2541.120605
	Iteration 49Q: 3 clusters Score -313813.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -313814.750000 Penalty: 2541.120605
	Iteration 50Q: 3 clusters Score -313814.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -313816.562500 Penalty: 2541.120605
	Iteration 51Q: 3 clusters Score -313816.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -313817.750000 Penalty: 2541.120605
	Iteration 52Q: 3 clusters Score -313817.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -313818.500000 Penalty: 2541.120605
	Iteration 53Q: 3 clusters Score -313818.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -313819.937500 Penalty: 2541.120605
	Iteration 54Q: 3 clusters Score -313819.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -313821.062500 Penalty: 2541.120605
	Iteration 55Q: 3 clusters Score -313821.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -313821.125000 Penalty: 2541.120605
	Iteration 56Q: 3 clusters Score -313821.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -313821.812500 Penalty: 2541.120605
	Iteration 57Q: 3 clusters Score -313821.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -313821.812500 Penalty: 2541.120605
	Iteration 58F: 3 clusters Score -313821.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (9781 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9781 members 
Entering Unmasked Estep 
Score: -1232908.625000 Penalty: 1493.082031
	Iteration 0F: 2 clusters Score -1232909 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -1225888.375000 Penalty: 2986.164062
	Iteration 0F: 3 clusters Score -1225888 nChanged 4225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 5253 members 
Entering Unmasked Estep 
Score: -1228001.500000 Penalty: 2986.164062
	Iteration 1F: 3 clusters Score -1228002 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 5487 members 
Entering Unmasked Estep 
Score: -1228232.375000 Penalty: 2986.164062
	Iteration 2F: 3 clusters Score -1228232 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 5751 members 
Entering Unmasked Estep 
Score: -1228447.250000 Penalty: 2986.164062
	Iteration 3F: 3 clusters Score -1228447 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 6059 members 
Entering Unmasked Estep 
Score: -1228679.500000 Penalty: 2986.164062
	Iteration 4Q: 3 clusters Score -1228680 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 6431 members 
Entering Unmasked Estep 
Score: -1228961.625000 Penalty: 2986.164062
	Iteration 5F: 3 clusters Score -1228962 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 6866 members 
Entering Unmasked Estep 
Score: -1229285.625000 Penalty: 2986.164062
	Iteration 6F: 3 clusters Score -1229286 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 7383 members 
Entering Unmasked Estep 
Score: -1229688.125000 Penalty: 2986.164062
	Iteration 7F: 3 clusters Score -1229688 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 7891 members 
Entering Unmasked Estep 
Score: -1230099.500000 Penalty: 2986.164062
	Iteration 8F: 3 clusters Score -1230100 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 8352 members 
Entering Unmasked Estep 
Score: -1230507.750000 Penalty: 2986.164062
	Iteration 9Q: 3 clusters Score -1230508 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 8745 members 
Entering Unmasked Estep 
Score: -1230888.000000 Penalty: 2986.164062
	Iteration 10Q: 3 clusters Score -1230888 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 9009 members 
Entering Unmasked Estep 
Score: -1231135.375000 Penalty: 2986.164062
	Iteration 11Q: 3 clusters Score -1231135 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 9185 members 
Entering Unmasked Estep 
Score: -1231305.875000 Penalty: 2986.164062
	Iteration 12Q: 3 clusters Score -1231306 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 9288 members 
Entering Unmasked Estep 
Score: -1231407.125000 Penalty: 2986.164062
	Iteration 13Q: 3 clusters Score -1231407 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 9353 members 
Entering Unmasked Estep 
Score: -1231473.250000 Penalty: 2986.164062
	Iteration 14Q: 3 clusters Score -1231473 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 9393 members 
Entering Unmasked Estep 
Score: -1231515.875000 Penalty: 2986.164062
	Iteration 15Q: 3 clusters Score -1231516 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 9422 members 
Entering Unmasked Estep 
Score: -1231548.500000 Penalty: 2986.164062
	Iteration 16Q: 3 clusters Score -1231548 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 9446 members 
Entering Unmasked Estep 
Score: -1231574.125000 Penalty: 2986.164062
	Iteration 17Q: 3 clusters Score -1231574 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 9460 members 
Entering Unmasked Estep 
Score: -1231587.125000 Penalty: 2986.164062
	Iteration 18Q: 3 clusters Score -1231587 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 9466 members 
Entering Unmasked Estep 
Score: -1231592.375000 Penalty: 2986.164062
	Iteration 19Q: 3 clusters Score -1231592 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 9474 members 
Entering Unmasked Estep 
Score: -1231599.125000 Penalty: 2986.164062
	Iteration 20F: 3 clusters Score -1231599 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 9478 members 
Entering Unmasked Estep 
Score: -1231606.750000 Penalty: 2986.164062
	Iteration 21Q: 3 clusters Score -1231607 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 9484 members 
Entering Unmasked Estep 
Score: -1231617.000000 Penalty: 2986.164062
	Iteration 22Q: 3 clusters Score -1231617 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 9491 members 
Entering Unmasked Estep 
Score: -1231623.500000 Penalty: 2986.164062
	Iteration 23Q: 3 clusters Score -1231624 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 9494 members 
Entering Unmasked Estep 
Score: -1231630.000000 Penalty: 2986.164062
	Iteration 24Q: 3 clusters Score -1231630 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 9496 members 
Entering Unmasked Estep 
Score: -1231635.125000 Penalty: 2986.164062
	Iteration 25Q: 3 clusters Score -1231635 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 9497 members 
Entering Unmasked Estep 
Score: -1231634.625000 Penalty: 2986.164062
	Iteration 26Q: 3 clusters Score -1231635 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 9498 members 
Entering Unmasked Estep 
Score: -1231635.625000 Penalty: 2986.164062
	Iteration 27Q: 3 clusters Score -1231636 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 9501 members 
Entering Unmasked Estep 
Score: -1231638.375000 Penalty: 2986.164062
	Iteration 28Q: 3 clusters Score -1231638 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 9502 members 
Entering Unmasked Estep 
Score: -1231638.750000 Penalty: 2986.164062
	Iteration 29Q: 3 clusters Score -1231639 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 9502 members 
Entering Unmasked Estep 
Score: -1231638.750000 Penalty: 2986.164062
	Iteration 30F: 3 clusters Score -1231639 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (4451 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Entering Unmasked Estep 
Score: -534908.000000 Penalty: 1365.143555
	Iteration 0F: 2 clusters Score -534908 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -531314.750000 Penalty: 2730.287109
	Iteration 0F: 3 clusters Score -531314.8 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -532390.750000 Penalty: 2730.287109
	Iteration 1F: 3 clusters Score -532390.8 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -532750.750000 Penalty: 2730.287109
	Iteration 2F: 3 clusters Score -532750.8 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -533046.312500 Penalty: 2730.287109
	Iteration 3F: 3 clusters Score -533046.3 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -533286.250000 Penalty: 2730.287109
	Iteration 4F: 3 clusters Score -533286.2 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -533461.937500 Penalty: 2730.287109
	Iteration 5F: 3 clusters Score -533461.9 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -533570.125000 Penalty: 2730.287109
	Iteration 6Q: 3 clusters Score -533570.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -533634.687500 Penalty: 2730.287109
	Iteration 7Q: 3 clusters Score -533634.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -533685.562500 Penalty: 2730.287109
	Iteration 8Q: 3 clusters Score -533685.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -533733.687500 Penalty: 2730.287109
	Iteration 9Q: 3 clusters Score -533733.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -533778.000000 Penalty: 2730.287109
	Iteration 10Q: 3 clusters Score -533778 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -533830.062500 Penalty: 2730.287109
	Iteration 11Q: 3 clusters Score -533830.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -533869.000000 Penalty: 2730.287109
	Iteration 12Q: 3 clusters Score -533869 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -533909.750000 Penalty: 2730.287109
	Iteration 13Q: 3 clusters Score -533909.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -533951.750000 Penalty: 2730.287109
	Iteration 14Q: 3 clusters Score -533951.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -534005.562500 Penalty: 2730.287109
	Iteration 15Q: 3 clusters Score -534005.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -534056.375000 Penalty: 2730.287109
	Iteration 16Q: 3 clusters Score -534056.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -534101.437500 Penalty: 2730.287109
	Iteration 17Q: 3 clusters Score -534101.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -534151.500000 Penalty: 2730.287109
	Iteration 18Q: 3 clusters Score -534151.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -534203.625000 Penalty: 2730.287109
	Iteration 19Q: 3 clusters Score -534203.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -534237.187500 Penalty: 2730.287109
	Iteration 20F: 3 clusters Score -534237.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -534257.062500 Penalty: 2730.287109
	Iteration 21Q: 3 clusters Score -534257.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -534272.062500 Penalty: 2730.287109
	Iteration 22Q: 3 clusters Score -534272.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -534279.062500 Penalty: 2730.287109
	Iteration 23Q: 3 clusters Score -534279.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -534283.937500 Penalty: 2730.287109
	Iteration 24Q: 3 clusters Score -534283.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -534286.812500 Penalty: 2730.287109
	Iteration 25Q: 3 clusters Score -534286.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -534287.125000 Penalty: 2730.287109
	Iteration 26Q: 3 clusters Score -534287.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -534290.312500 Penalty: 2730.287109
	Iteration 27Q: 3 clusters Score -534290.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -534292.000000 Penalty: 2730.287109
	Iteration 28Q: 3 clusters Score -534292 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -534293.250000 Penalty: 2730.287109
	Iteration 29Q: 3 clusters Score -534293.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -534293.875000 Penalty: 2730.287109
	Iteration 30Q: 3 clusters Score -534293.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -534293.875000 Penalty: 2730.287109
	Iteration 31F: 3 clusters Score -534293.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (38199 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38199 members 
Entering Unmasked Estep 
Score: -4837941.000000 Penalty: 1714.466797
	Iteration 0F: 2 clusters Score -4837941 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19196 members 
Mstep: Class 2 contains 19003 members 
Entering Unmasked Estep 
Score: -4812152.000000 Penalty: 3428.933594
	Iteration 0F: 3 clusters Score -4812152 nChanged 17915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20059 members 
Mstep: Class 2 contains 18140 members 
Entering Unmasked Estep 
Score: -4822304.000000 Penalty: 3428.933594
	Iteration 1F: 3 clusters Score -4822304 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20699 members 
Mstep: Class 2 contains 17500 members 
Entering Unmasked Estep 
Score: -4823014.000000 Penalty: 3428.933594
	Iteration 2Q: 3 clusters Score -4823014 nChanged 1964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21621 members 
Mstep: Class 2 contains 16578 members 
Entering Unmasked Estep 
Score: -4823952.500000 Penalty: 3428.933594
	Iteration 3F: 3 clusters Score -4823952 nChanged 2211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22904 members 
Mstep: Class 2 contains 15295 members 
Entering Unmasked Estep 
Score: -4825145.500000 Penalty: 3428.933594
	Iteration 4F: 3 clusters Score -4825146 nChanged 2359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24483 members 
Mstep: Class 2 contains 13716 members 
Entering Unmasked Estep 
Score: -4826642.000000 Penalty: 3428.933594
	Iteration 5F: 3 clusters Score -4826642 nChanged 2424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26265 members 
Mstep: Class 2 contains 11934 members 
Entering Unmasked Estep 
Score: -4828454.500000 Penalty: 3428.933594
	Iteration 6F: 3 clusters Score -4828454 nChanged 2298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28013 members 
Mstep: Class 2 contains 10186 members 
Entering Unmasked Estep 
Score: -4830349.500000 Penalty: 3428.933594
	Iteration 7F: 3 clusters Score -4830350 nChanged 1960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29457 members 
Mstep: Class 2 contains 8742 members 
Entering Unmasked Estep 
Score: -4832058.000000 Penalty: 3428.933594
	Iteration 8F: 3 clusters Score -4832058 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30465 members 
Mstep: Class 2 contains 7734 members 
Entering Unmasked Estep 
Score: -4833277.000000 Penalty: 3428.933594
	Iteration 9Q: 3 clusters Score -4833277 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31133 members 
Mstep: Class 2 contains 7066 members 
Entering Unmasked Estep 
Score: -4834084.000000 Penalty: 3428.933594
	Iteration 10Q: 3 clusters Score -4834084 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31601 members 
Mstep: Class 2 contains 6598 members 
Entering Unmasked Estep 
Score: -4834491.000000 Penalty: 3428.933594
	Iteration 11Q: 3 clusters Score -4834491 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31988 members 
Mstep: Class 2 contains 6211 members 
Entering Unmasked Estep 
Score: -4834707.000000 Penalty: 3428.933594
	Iteration 12Q: 3 clusters Score -4834707 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32345 members 
Mstep: Class 2 contains 5854 members 
Entering Unmasked Estep 
Score: -4834888.000000 Penalty: 3428.933594
	Iteration 13Q: 3 clusters Score -4834888 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32638 members 
Mstep: Class 2 contains 5561 members 
Entering Unmasked Estep 
Score: -4835005.500000 Penalty: 3428.933594
	Iteration 14Q: 3 clusters Score -4835006 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32912 members 
Mstep: Class 2 contains 5287 members 
Entering Unmasked Estep 
Score: -4835123.000000 Penalty: 3428.933594
	Iteration 15Q: 3 clusters Score -4835123 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33174 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -4835191.500000 Penalty: 3428.933594
	Iteration 16Q: 3 clusters Score -4835192 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33410 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -4835268.500000 Penalty: 3428.933594
	Iteration 17Q: 3 clusters Score -4835268 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33659 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -4835331.000000 Penalty: 3428.933594
	Iteration 18Q: 3 clusters Score -4835331 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33873 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -4835395.500000 Penalty: 3428.933594
	Iteration 19Q: 3 clusters Score -4835396 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34078 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -4835461.000000 Penalty: 3428.933594
	Iteration 20F: 3 clusters Score -4835461 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34294 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -4835533.500000 Penalty: 3428.933594
	Iteration 21Q: 3 clusters Score -4835534 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34495 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -4835597.500000 Penalty: 3428.933594
	Iteration 22Q: 3 clusters Score -4835598 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34709 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -4835686.000000 Penalty: 3428.933594
	Iteration 23Q: 3 clusters Score -4835686 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34923 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -4835775.500000 Penalty: 3428.933594
	Iteration 24Q: 3 clusters Score -4835776 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35134 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -4835862.500000 Penalty: 3428.933594
	Iteration 25Q: 3 clusters Score -4835862 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35365 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -4835952.000000 Penalty: 3428.933594
	Iteration 26Q: 3 clusters Score -4835952 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35551 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -4836033.000000 Penalty: 3428.933594
	Iteration 27Q: 3 clusters Score -4836033 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35736 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -4836115.500000 Penalty: 3428.933594
	Iteration 28Q: 3 clusters Score -4836116 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35884 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -4836175.500000 Penalty: 3428.933594
	Iteration 29Q: 3 clusters Score -4836176 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36024 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -4836235.500000 Penalty: 3428.933594
	Iteration 30Q: 3 clusters Score -4836236 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36144 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -4836278.500000 Penalty: 3428.933594
	Iteration 31Q: 3 clusters Score -4836278 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36259 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -4836320.500000 Penalty: 3428.933594
	Iteration 32Q: 3 clusters Score -4836320 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36349 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -4836360.500000 Penalty: 3428.933594
	Iteration 33Q: 3 clusters Score -4836360 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36432 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -4836403.500000 Penalty: 3428.933594
	Iteration 34Q: 3 clusters Score -4836404 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36524 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -4836451.000000 Penalty: 3428.933594
	Iteration 35Q: 3 clusters Score -4836451 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36600 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -4836482.500000 Penalty: 3428.933594
	Iteration 36Q: 3 clusters Score -4836482 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36681 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -4836528.000000 Penalty: 3428.933594
	Iteration 37Q: 3 clusters Score -4836528 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36737 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -4836550.000000 Penalty: 3428.933594
	Iteration 38Q: 3 clusters Score -4836550 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36793 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -4836563.000000 Penalty: 3428.933594
	Iteration 39Q: 3 clusters Score -4836563 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36847 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -4836589.000000 Penalty: 3428.933594
	Iteration 40F: 3 clusters Score -4836589 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36883 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -4836598.000000 Penalty: 3428.933594
	Iteration 41Q: 3 clusters Score -4836598 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36920 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -4836607.500000 Penalty: 3428.933594
	Iteration 42Q: 3 clusters Score -4836608 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36964 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -4836636.000000 Penalty: 3428.933594
	Iteration 43Q: 3 clusters Score -4836636 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36991 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -4836637.500000 Penalty: 3428.933594
	Iteration 44Q: 3 clusters Score -4836638 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37016 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -4836641.500000 Penalty: 3428.933594
	Iteration 45Q: 3 clusters Score -4836642 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37031 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -4836645.500000 Penalty: 3428.933594
	Iteration 46Q: 3 clusters Score -4836646 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37046 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -4836650.500000 Penalty: 3428.933594
	Iteration 47Q: 3 clusters Score -4836650 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37062 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -4836650.500000 Penalty: 3428.933594
	Iteration 48Q: 3 clusters Score -4836650 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37072 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -4836649.000000 Penalty: 3428.933594
	Iteration 49Q: 3 clusters Score -4836649 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37077 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -4836644.000000 Penalty: 3428.933594
	Iteration 50Q: 3 clusters Score -4836644 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37085 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -4836648.000000 Penalty: 3428.933594
	Iteration 51Q: 3 clusters Score -4836648 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37093 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -4836647.000000 Penalty: 3428.933594
	Iteration 52Q: 3 clusters Score -4836647 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37101 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -4836646.500000 Penalty: 3428.933594
	Iteration 53Q: 3 clusters Score -4836646 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37108 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -4836653.500000 Penalty: 3428.933594
	Iteration 54Q: 3 clusters Score -4836654 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37112 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -4836652.000000 Penalty: 3428.933594
	Iteration 55Q: 3 clusters Score -4836652 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37117 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -4836656.500000 Penalty: 3428.933594
	Iteration 56Q: 3 clusters Score -4836656 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37121 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -4836655.000000 Penalty: 3428.933594
	Iteration 57Q: 3 clusters Score -4836655 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37126 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -4836657.000000 Penalty: 3428.933594
	Iteration 58Q: 3 clusters Score -4836657 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37127 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -4836651.000000 Penalty: 3428.933594
	Iteration 59Q: 3 clusters Score -4836651 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37129 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -4836657.000000 Penalty: 3428.933594
	Iteration 60F: 3 clusters Score -4836657 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37130 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -4836656.500000 Penalty: 3428.933594
	Iteration 61Q: 3 clusters Score -4836656 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37131 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -4836658.500000 Penalty: 3428.933594
	Iteration 62Q: 3 clusters Score -4836658 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37136 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -4836664.000000 Penalty: 3428.933594
	Iteration 63Q: 3 clusters Score -4836664 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37140 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -4836657.500000 Penalty: 3428.933594
	Iteration 64Q: 3 clusters Score -4836658 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37147 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -4836661.500000 Penalty: 3428.933594
	Iteration 65Q: 3 clusters Score -4836662 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37154 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -4836660.500000 Penalty: 3428.933594
	Iteration 66Q: 3 clusters Score -4836660 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37159 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -4836670.500000 Penalty: 3428.933594
	Iteration 67Q: 3 clusters Score -4836670 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37167 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -4836666.500000 Penalty: 3428.933594
	Iteration 68Q: 3 clusters Score -4836666 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37171 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -4836667.000000 Penalty: 3428.933594
	Iteration 69Q: 3 clusters Score -4836667 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37175 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -4836669.500000 Penalty: 3428.933594
	Iteration 70Q: 3 clusters Score -4836670 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37178 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -4836666.500000 Penalty: 3428.933594
	Iteration 71Q: 3 clusters Score -4836666 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37180 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -4836667.000000 Penalty: 3428.933594
	Iteration 72Q: 3 clusters Score -4836667 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37184 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -4836671.500000 Penalty: 3428.933594
	Iteration 73Q: 3 clusters Score -4836672 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37188 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -4836678.000000 Penalty: 3428.933594
	Iteration 74Q: 3 clusters Score -4836678 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37190 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -4836680.000000 Penalty: 3428.933594
	Iteration 75Q: 3 clusters Score -4836680 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37190 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -4836680.000000 Penalty: 3428.933594
	Iteration 76F: 3 clusters Score -4836680 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (4545 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Entering Unmasked Estep 
Score: -566168.437500 Penalty: 1368.539795
	Iteration 0F: 2 clusters Score -566168.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -562508.625000 Penalty: 2737.079590
	Iteration 0F: 3 clusters Score -562508.6 nChanged 1840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -563592.937500 Penalty: 2737.079590
	Iteration 1F: 3 clusters Score -563592.9 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -563855.062500 Penalty: 2737.079590
	Iteration 2F: 3 clusters Score -563855.1 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -564115.625000 Penalty: 2737.079590
	Iteration 3F: 3 clusters Score -564115.6 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -564437.125000 Penalty: 2737.079590
	Iteration 4F: 3 clusters Score -564437.1 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -564806.312500 Penalty: 2737.079590
	Iteration 5F: 3 clusters Score -564806.3 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -565199.000000 Penalty: 2737.079590
	Iteration 6F: 3 clusters Score -565199 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -565538.750000 Penalty: 2737.079590
	Iteration 7F: 3 clusters Score -565538.8 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -565738.125000 Penalty: 2737.079590
	Iteration 8Q: 3 clusters Score -565738.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -565804.875000 Penalty: 2737.079590
	Iteration 9Q: 3 clusters Score -565804.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -565828.562500 Penalty: 2737.079590
	Iteration 10Q: 3 clusters Score -565828.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -565843.937500 Penalty: 2737.079590
	Iteration 11Q: 3 clusters Score -565843.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -565854.187500 Penalty: 2737.079590
	Iteration 12Q: 3 clusters Score -565854.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -565858.687500 Penalty: 2737.079590
	Iteration 13Q: 3 clusters Score -565858.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -565860.750000 Penalty: 2737.079590
	Iteration 14Q: 3 clusters Score -565860.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -565861.937500 Penalty: 2737.079590
	Iteration 15Q: 3 clusters Score -565861.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -565861.937500 Penalty: 2737.079590
	Iteration 16F: 3 clusters Score -565861.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (1826 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Entering Unmasked Estep 
Score: -227618.937500 Penalty: 1220.355957
	Iteration 0F: 2 clusters Score -227618.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -225632.171875 Penalty: 2440.711914
	Iteration 0F: 3 clusters Score -225632.2 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -226155.093750 Penalty: 2440.711914
	Iteration 1F: 3 clusters Score -226155.1 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -226311.593750 Penalty: 2440.711914
	Iteration 2F: 3 clusters Score -226311.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -226435.250000 Penalty: 2440.711914
	Iteration 3F: 3 clusters Score -226435.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -226537.203125 Penalty: 2440.711914
	Iteration 4Q: 3 clusters Score -226537.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -226619.984375 Penalty: 2440.711914
	Iteration 5Q: 3 clusters Score -226620 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -226682.171875 Penalty: 2440.711914
	Iteration 6Q: 3 clusters Score -226682.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -226750.156250 Penalty: 2440.711914
	Iteration 7Q: 3 clusters Score -226750.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -226805.046875 Penalty: 2440.711914
	Iteration 8Q: 3 clusters Score -226805 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -226860.125000 Penalty: 2440.711914
	Iteration 9Q: 3 clusters Score -226860.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -226896.984375 Penalty: 2440.711914
	Iteration 10Q: 3 clusters Score -226897 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -226922.156250 Penalty: 2440.711914
	Iteration 11Q: 3 clusters Score -226922.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -226930.453125 Penalty: 2440.711914
	Iteration 12Q: 3 clusters Score -226930.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -226934.921875 Penalty: 2440.711914
	Iteration 13Q: 3 clusters Score -226934.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -226939.171875 Penalty: 2440.711914
	Iteration 14Q: 3 clusters Score -226939.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -226940.687500 Penalty: 2440.711914
	Iteration 15Q: 3 clusters Score -226940.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -226942.875000 Penalty: 2440.711914
	Iteration 16Q: 3 clusters Score -226942.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -226944.593750 Penalty: 2440.711914
	Iteration 17Q: 3 clusters Score -226944.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -226946.984375 Penalty: 2440.711914
	Iteration 18Q: 3 clusters Score -226947 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -226949.875000 Penalty: 2440.711914
	Iteration 19Q: 3 clusters Score -226949.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -226951.984375 Penalty: 2440.711914
	Iteration 20F: 3 clusters Score -226952 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -226954.093750 Penalty: 2440.711914
	Iteration 21Q: 3 clusters Score -226954.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -226957.046875 Penalty: 2440.711914
	Iteration 22Q: 3 clusters Score -226957 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -226963.984375 Penalty: 2440.711914
	Iteration 23Q: 3 clusters Score -226964 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -226974.812500 Penalty: 2440.711914
	Iteration 24Q: 3 clusters Score -226974.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -226982.875000 Penalty: 2440.711914
	Iteration 25Q: 3 clusters Score -226982.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -226988.609375 Penalty: 2440.711914
	Iteration 26Q: 3 clusters Score -226988.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -226991.781250 Penalty: 2440.711914
	Iteration 27Q: 3 clusters Score -226991.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -226993.406250 Penalty: 2440.711914
	Iteration 28Q: 3 clusters Score -226993.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -226993.625000 Penalty: 2440.711914
	Iteration 29Q: 3 clusters Score -226993.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -226993.625000 Penalty: 2440.711914
	Iteration 30F: 3 clusters Score -226993.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (3314 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Entering Unmasked Estep 
Score: -391431.250000 Penalty: 1317.210571
	Iteration 0F: 2 clusters Score -391431.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -388538.125000 Penalty: 2634.421143
	Iteration 0F: 3 clusters Score -388538.1 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -389393.375000 Penalty: 2634.421143
	Iteration 1F: 3 clusters Score -389393.4 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -389619.218750 Penalty: 2634.421143
	Iteration 2F: 3 clusters Score -389619.2 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -389803.000000 Penalty: 2634.421143
	Iteration 3F: 3 clusters Score -389803 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -389982.656250 Penalty: 2634.421143
	Iteration 4F: 3 clusters Score -389982.7 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -390155.718750 Penalty: 2634.421143
	Iteration 5F: 3 clusters Score -390155.7 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -390295.031250 Penalty: 2634.421143
	Iteration 6Q: 3 clusters Score -390295 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -390415.781250 Penalty: 2634.421143
	Iteration 7Q: 3 clusters Score -390415.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -390488.000000 Penalty: 2634.421143
	Iteration 8Q: 3 clusters Score -390488 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -390529.125000 Penalty: 2634.421143
	Iteration 9Q: 3 clusters Score -390529.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -390562.562500 Penalty: 2634.421143
	Iteration 10Q: 3 clusters Score -390562.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -390597.343750 Penalty: 2634.421143
	Iteration 11Q: 3 clusters Score -390597.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -390626.750000 Penalty: 2634.421143
	Iteration 12Q: 3 clusters Score -390626.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -390652.218750 Penalty: 2634.421143
	Iteration 13Q: 3 clusters Score -390652.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -390668.875000 Penalty: 2634.421143
	Iteration 14Q: 3 clusters Score -390668.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -390686.312500 Penalty: 2634.421143
	Iteration 15Q: 3 clusters Score -390686.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -390704.687500 Penalty: 2634.421143
	Iteration 16Q: 3 clusters Score -390704.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -390719.343750 Penalty: 2634.421143
	Iteration 17Q: 3 clusters Score -390719.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -390736.750000 Penalty: 2634.421143
	Iteration 18Q: 3 clusters Score -390736.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -390747.500000 Penalty: 2634.421143
	Iteration 19Q: 3 clusters Score -390747.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -390752.718750 Penalty: 2634.421143
	Iteration 20F: 3 clusters Score -390752.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -390754.250000 Penalty: 2634.421143
	Iteration 21Q: 3 clusters Score -390754.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -390756.343750 Penalty: 2634.421143
	Iteration 22Q: 3 clusters Score -390756.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -390757.437500 Penalty: 2634.421143
	Iteration 23Q: 3 clusters Score -390757.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -390758.968750 Penalty: 2634.421143
	Iteration 24Q: 3 clusters Score -390759 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -390759.531250 Penalty: 2634.421143
	Iteration 25Q: 3 clusters Score -390759.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -390760.968750 Penalty: 2634.421143
	Iteration 26Q: 3 clusters Score -390761 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -390765.375000 Penalty: 2634.421143
	Iteration 27Q: 3 clusters Score -390765.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -390767.781250 Penalty: 2634.421143
	Iteration 28Q: 3 clusters Score -390767.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -390770.812500 Penalty: 2634.421143
	Iteration 29Q: 3 clusters Score -390770.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -390771.687500 Penalty: 2634.421143
	Iteration 30Q: 3 clusters Score -390771.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -390771.687500 Penalty: 2634.421143
	Iteration 31F: 3 clusters Score -390771.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (985 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Entering Unmasked Estep 
Score: -117086.015625 Penalty: 1120.054199
	Iteration 0F: 2 clusters Score -117086 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 479 members 
Entering Unmasked Estep 
Score: -115694.210938 Penalty: 2240.108398
	Iteration 0F: 3 clusters Score -115694.2 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -115954.812500 Penalty: 2240.108398
	Iteration 1F: 3 clusters Score -115954.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -116027.335938 Penalty: 2240.108398
	Iteration 2F: 3 clusters Score -116027.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -116129.945312 Penalty: 2240.108398
	Iteration 3Q: 3 clusters Score -116129.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -116209.968750 Penalty: 2240.108398
	Iteration 4Q: 3 clusters Score -116210 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -116299.257812 Penalty: 2240.108398
	Iteration 5F: 3 clusters Score -116299.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -116386.164062 Penalty: 2240.108398
	Iteration 6F: 3 clusters Score -116386.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -116448.835938 Penalty: 2240.108398
	Iteration 7Q: 3 clusters Score -116448.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -116510.640625 Penalty: 2240.108398
	Iteration 8Q: 3 clusters Score -116510.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -116566.414062 Penalty: 2240.108398
	Iteration 9Q: 3 clusters Score -116566.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -116600.398438 Penalty: 2240.108398
	Iteration 10Q: 3 clusters Score -116600.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -116614.210938 Penalty: 2240.108398
	Iteration 11Q: 3 clusters Score -116614.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -116676.718750 Penalty: 2240.108398
	Iteration 12Q: 3 clusters Score -116676.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -116699.234375 Penalty: 2240.108398
	Iteration 13Q: 3 clusters Score -116699.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -116703.742188 Penalty: 2240.108398
	Iteration 14Q: 3 clusters Score -116703.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -116706.109375 Penalty: 2240.108398
	Iteration 15Q: 3 clusters Score -116706.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -116706.703125 Penalty: 2240.108398
	Iteration 16Q: 3 clusters Score -116706.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -116706.703125 Penalty: 2240.108398
	Iteration 17F: 3 clusters Score -116706.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (16350 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16350 members 
Entering Unmasked Estep 
Score: -2017005.750000 Penalty: 1576.572266
	Iteration 0F: 2 clusters Score -2017006 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8246 members 
Mstep: Class 2 contains 8104 members 
Entering Unmasked Estep 
Score: -2005746.875000 Penalty: 3153.144531
	Iteration 0F: 3 clusters Score -2005747 nChanged 7330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8486 members 
Mstep: Class 2 contains 7864 members 
Entering Unmasked Estep 
Score: -2009736.000000 Penalty: 3153.144531
	Iteration 1F: 3 clusters Score -2009736 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8700 members 
Mstep: Class 2 contains 7650 members 
Entering Unmasked Estep 
Score: -2010053.000000 Penalty: 3153.144531
	Iteration 2F: 3 clusters Score -2010053 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9012 members 
Mstep: Class 2 contains 7338 members 
Entering Unmasked Estep 
Score: -2010324.125000 Penalty: 3153.144531
	Iteration 3Q: 3 clusters Score -2010324 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9458 members 
Mstep: Class 2 contains 6892 members 
Entering Unmasked Estep 
Score: -2010622.750000 Penalty: 3153.144531
	Iteration 4Q: 3 clusters Score -2010623 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10008 members 
Mstep: Class 2 contains 6342 members 
Entering Unmasked Estep 
Score: -2010964.375000 Penalty: 3153.144531
	Iteration 5Q: 3 clusters Score -2010964 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10757 members 
Mstep: Class 2 contains 5593 members 
Entering Unmasked Estep 
Score: -2011448.875000 Penalty: 3153.144531
	Iteration 6F: 3 clusters Score -2011449 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11646 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -2012056.250000 Penalty: 3153.144531
	Iteration 7F: 3 clusters Score -2012056 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12603 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -2012778.875000 Penalty: 3153.144531
	Iteration 8F: 3 clusters Score -2012779 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13594 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -2013610.500000 Penalty: 3153.144531
	Iteration 9F: 3 clusters Score -2013610 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14425 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -2014316.000000 Penalty: 3153.144531
	Iteration 10F: 3 clusters Score -2014316 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15032 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -2014862.500000 Penalty: 3153.144531
	Iteration 11Q: 3 clusters Score -2014862 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15403 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -2015230.250000 Penalty: 3153.144531
	Iteration 12Q: 3 clusters Score -2015230 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15591 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -2015461.625000 Penalty: 3153.144531
	Iteration 13Q: 3 clusters Score -2015462 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15690 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -2015637.375000 Penalty: 3153.144531
	Iteration 14Q: 3 clusters Score -2015637 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15737 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -2015789.375000 Penalty: 3153.144531
	Iteration 15Q: 3 clusters Score -2015789 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15748 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -2015961.750000 Penalty: 3153.144531
	Iteration 16Q: 3 clusters Score -2015962 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15741 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -2016115.000000 Penalty: 3153.144531
	Iteration 17Q: 3 clusters Score -2016115 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15728 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -2016202.000000 Penalty: 3153.144531
	Iteration 18Q: 3 clusters Score -2016202 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15721 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -2016287.250000 Penalty: 3153.144531
	Iteration 19Q: 3 clusters Score -2016287 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15720 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -2016345.750000 Penalty: 3153.144531
	Iteration 20F: 3 clusters Score -2016346 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15720 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -2016390.875000 Penalty: 3153.144531
	Iteration 21Q: 3 clusters Score -2016391 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15724 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -2016437.875000 Penalty: 3153.144531
	Iteration 22Q: 3 clusters Score -2016438 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15726 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -2016488.750000 Penalty: 3153.144531
	Iteration 23Q: 3 clusters Score -2016489 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15726 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -2016524.250000 Penalty: 3153.144531
	Iteration 24Q: 3 clusters Score -2016524 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15730 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -2016556.000000 Penalty: 3153.144531
	Iteration 25Q: 3 clusters Score -2016556 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15733 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -2016585.250000 Penalty: 3153.144531
	Iteration 26Q: 3 clusters Score -2016585 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15721 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -2016604.750000 Penalty: 3153.144531
	Iteration 27Q: 3 clusters Score -2016605 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15714 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -2016620.875000 Penalty: 3153.144531
	Iteration 28Q: 3 clusters Score -2016621 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15716 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -2016626.500000 Penalty: 3153.144531
	Iteration 29Q: 3 clusters Score -2016626 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15713 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -2016637.875000 Penalty: 3153.144531
	Iteration 30Q: 3 clusters Score -2016638 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15716 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -2016648.500000 Penalty: 3153.144531
	Iteration 31Q: 3 clusters Score -2016648 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15717 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -2016660.250000 Penalty: 3153.144531
	Iteration 32Q: 3 clusters Score -2016660 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15716 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -2016662.625000 Penalty: 3153.144531
	Iteration 33Q: 3 clusters Score -2016663 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15713 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -2016665.375000 Penalty: 3153.144531
	Iteration 34Q: 3 clusters Score -2016665 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15711 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -2016665.250000 Penalty: 3153.144531
	Iteration 35Q: 3 clusters Score -2016665 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15708 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -2016666.875000 Penalty: 3153.144531
	Iteration 36Q: 3 clusters Score -2016667 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15706 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -2016669.000000 Penalty: 3153.144531
	Iteration 37Q: 3 clusters Score -2016669 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15706 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -2016673.500000 Penalty: 3153.144531
	Iteration 38F: 3 clusters Score -2016674 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15700 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -2016676.750000 Penalty: 3153.144531
	Iteration 39Q: 3 clusters Score -2016677 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15700 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -2016681.250000 Penalty: 3153.144531
	Iteration 40F: 3 clusters Score -2016681 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15703 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -2016683.375000 Penalty: 3153.144531
	Iteration 41Q: 3 clusters Score -2016683 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15704 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -2016680.875000 Penalty: 3153.144531
	Iteration 42Q: 3 clusters Score -2016681 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15703 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -2016682.500000 Penalty: 3153.144531
	Iteration 43Q: 3 clusters Score -2016682 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15703 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -2016682.500000 Penalty: 3153.144531
	Iteration 44F: 3 clusters Score -2016682 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (3059 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Entering Unmasked Estep 
Score: -377094.031250 Penalty: 1304.199585
	Iteration 0F: 2 clusters Score -377094 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -374382.937500 Penalty: 2608.399170
	Iteration 0F: 3 clusters Score -374382.9 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -375068.937500 Penalty: 2608.399170
	Iteration 1F: 3 clusters Score -375068.9 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -375246.968750 Penalty: 2608.399170
	Iteration 2F: 3 clusters Score -375247 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -375376.750000 Penalty: 2608.399170
	Iteration 3F: 3 clusters Score -375376.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -375480.406250 Penalty: 2608.399170
	Iteration 4Q: 3 clusters Score -375480.4 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -375573.281250 Penalty: 2608.399170
	Iteration 5Q: 3 clusters Score -375573.3 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -375650.843750 Penalty: 2608.399170
	Iteration 6Q: 3 clusters Score -375650.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -375727.125000 Penalty: 2608.399170
	Iteration 7Q: 3 clusters Score -375727.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -375791.843750 Penalty: 2608.399170
	Iteration 8Q: 3 clusters Score -375791.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -375851.812500 Penalty: 2608.399170
	Iteration 9Q: 3 clusters Score -375851.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -375892.218750 Penalty: 2608.399170
	Iteration 10Q: 3 clusters Score -375892.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -375928.406250 Penalty: 2608.399170
	Iteration 11Q: 3 clusters Score -375928.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -375959.468750 Penalty: 2608.399170
	Iteration 12Q: 3 clusters Score -375959.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -375994.062500 Penalty: 2608.399170
	Iteration 13Q: 3 clusters Score -375994.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -376036.062500 Penalty: 2608.399170
	Iteration 14Q: 3 clusters Score -376036.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -376094.000000 Penalty: 2608.399170
	Iteration 15Q: 3 clusters Score -376094 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -376146.437500 Penalty: 2608.399170
	Iteration 16Q: 3 clusters Score -376146.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -376188.468750 Penalty: 2608.399170
	Iteration 17Q: 3 clusters Score -376188.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -376221.562500 Penalty: 2608.399170
	Iteration 18Q: 3 clusters Score -376221.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -376234.468750 Penalty: 2608.399170
	Iteration 19Q: 3 clusters Score -376234.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -376247.250000 Penalty: 2608.399170
	Iteration 20F: 3 clusters Score -376247.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -376255.781250 Penalty: 2608.399170
	Iteration 21Q: 3 clusters Score -376255.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -376259.343750 Penalty: 2608.399170
	Iteration 22Q: 3 clusters Score -376259.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -376260.406250 Penalty: 2608.399170
	Iteration 23Q: 3 clusters Score -376260.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -376261.062500 Penalty: 2608.399170
	Iteration 24Q: 3 clusters Score -376261.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -376261.281250 Penalty: 2608.399170
	Iteration 25Q: 3 clusters Score -376261.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -376261.281250 Penalty: 2608.399170
	Iteration 26F: 3 clusters Score -376261.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (147880 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147880 members 
Entering Unmasked Estep 
Score: -19007148.000000 Penalty: 1934.425415
	Iteration 0F: 2 clusters Score -1.900715e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73486 members 
Mstep: Class 2 contains 74394 members 
Entering Unmasked Estep 
Score: -18926920.000000 Penalty: 3868.850830
	Iteration 0F: 3 clusters Score -1.892692e+07 nChanged 71035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66487 members 
Mstep: Class 2 contains 81393 members 
Entering Unmasked Estep 
Score: -18968184.000000 Penalty: 3868.850830
	Iteration 1F: 3 clusters Score -1.896818e+07 nChanged 5914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61531 members 
Mstep: Class 2 contains 86349 members 
Entering Unmasked Estep 
Score: -18970012.000000 Penalty: 3868.850830
	Iteration 2Q: 3 clusters Score -1.897001e+07 nChanged 8020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54117 members 
Mstep: Class 2 contains 93763 members 
Entering Unmasked Estep 
Score: -18973430.000000 Penalty: 3868.850830
	Iteration 3F: 3 clusters Score -1.897343e+07 nChanged 10571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43910 members 
Mstep: Class 2 contains 103970 members 
Entering Unmasked Estep 
Score: -18978964.000000 Penalty: 3868.850830
	Iteration 4F: 3 clusters Score -1.897896e+07 nChanged 12283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31857 members 
Mstep: Class 2 contains 116023 members 
Entering Unmasked Estep 
Score: -18987230.000000 Penalty: 3868.850830
	Iteration 5F: 3 clusters Score -1.898723e+07 nChanged 11581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20378 members 
Mstep: Class 2 contains 127502 members 
Entering Unmasked Estep 
Score: -18995000.000000 Penalty: 3868.850830
	Iteration 6F: 3 clusters Score -1.8995e+07 nChanged 8747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11743 members 
Mstep: Class 2 contains 136137 members 
Entering Unmasked Estep 
Score: -18999906.000000 Penalty: 3868.850830
	Iteration 7F: 3 clusters Score -1.899991e+07 nChanged 5390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6427 members 
Mstep: Class 2 contains 141453 members 
Entering Unmasked Estep 
Score: -19002832.000000 Penalty: 3868.850830
	Iteration 8Q: 3 clusters Score -1.900283e+07 nChanged 2945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 144360 members 
Entering Unmasked Estep 
Score: -19004242.000000 Penalty: 3868.850830
	Iteration 9Q: 3 clusters Score -1.900424e+07 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 145824 members 
Entering Unmasked Estep 
Score: -19004900.000000 Penalty: 3868.850830
	Iteration 10Q: 3 clusters Score -1.90049e+07 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 146550 members 
Entering Unmasked Estep 
Score: -19005152.000000 Penalty: 3868.850830
	Iteration 11Q: 3 clusters Score -1.900515e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 146943 members 
Entering Unmasked Estep 
Score: -19005438.000000 Penalty: 3868.850830
	Iteration 12Q: 3 clusters Score -1.900544e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 147128 members 
Entering Unmasked Estep 
Score: -19005550.000000 Penalty: 3868.850830
	Iteration 13Q: 3 clusters Score -1.900555e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 147238 members 
Entering Unmasked Estep 
Score: -19005618.000000 Penalty: 3868.850830
	Iteration 14Q: 3 clusters Score -1.900562e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 147301 members 
Entering Unmasked Estep 
Score: -19005646.000000 Penalty: 3868.850830
	Iteration 15Q: 3 clusters Score -1.900565e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 147349 members 
Entering Unmasked Estep 
Score: -19005692.000000 Penalty: 3868.850830
	Iteration 16Q: 3 clusters Score -1.900569e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 147382 members 
Entering Unmasked Estep 
Score: -19005730.000000 Penalty: 3868.850830
	Iteration 17Q: 3 clusters Score -1.900573e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 147404 members 
Entering Unmasked Estep 
Score: -19005764.000000 Penalty: 3868.850830
	Iteration 18Q: 3 clusters Score -1.900576e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 147420 members 
Entering Unmasked Estep 
Score: -19005794.000000 Penalty: 3868.850830
	Iteration 19Q: 3 clusters Score -1.900579e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 147428 members 
Entering Unmasked Estep 
Score: -19005806.000000 Penalty: 3868.850830
	Iteration 20F: 3 clusters Score -1.900581e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 147431 members 
Entering Unmasked Estep 
Score: -19005828.000000 Penalty: 3868.850830
	Iteration 21Q: 3 clusters Score -1.900583e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 147436 members 
Entering Unmasked Estep 
Score: -19005818.000000 Penalty: 3868.850830
	Iteration 22Q: 3 clusters Score -1.900582e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 147447 members 
Entering Unmasked Estep 
Score: -19005806.000000 Penalty: 3868.850830
	Iteration 23Q: 3 clusters Score -1.900581e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 147448 members 
Entering Unmasked Estep 
Score: -19005822.000000 Penalty: 3868.850830
	Iteration 24Q: 3 clusters Score -1.900582e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 147447 members 
Entering Unmasked Estep 
Score: -19005822.000000 Penalty: 3868.850830
	Iteration 25Q: 3 clusters Score -1.900582e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 147448 members 
Entering Unmasked Estep 
Score: -19005830.000000 Penalty: 3868.850830
	Iteration 26Q: 3 clusters Score -1.900583e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 147450 members 
Entering Unmasked Estep 
Score: -19005844.000000 Penalty: 3868.850830
	Iteration 27Q: 3 clusters Score -1.900584e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 147455 members 
Entering Unmasked Estep 
Score: -19005844.000000 Penalty: 3868.850830
	Iteration 28Q: 3 clusters Score -1.900584e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 147458 members 
Entering Unmasked Estep 
Score: -19005832.000000 Penalty: 3868.850830
	Iteration 29Q: 3 clusters Score -1.900583e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 147459 members 
Entering Unmasked Estep 
Score: -19005834.000000 Penalty: 3868.850830
	Iteration 30Q: 3 clusters Score -1.900583e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 147459 members 
Entering Unmasked Estep 
Score: -19005848.000000 Penalty: 3868.850830
	Iteration 31Q: 3 clusters Score -1.900585e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 147461 members 
Entering Unmasked Estep 
Score: -19005854.000000 Penalty: 3868.850830
	Iteration 32Q: 3 clusters Score -1.900585e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 147459 members 
Entering Unmasked Estep 
Score: -19005852.000000 Penalty: 3868.850830
	Iteration 33Q: 3 clusters Score -1.900585e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 147459 members 
Entering Unmasked Estep 
Score: -19005846.000000 Penalty: 3868.850830
	Iteration 34Q: 3 clusters Score -1.900585e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 147458 members 
Entering Unmasked Estep 
Score: -19005850.000000 Penalty: 3868.850830
	Iteration 35Q: 3 clusters Score -1.900585e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 147456 members 
Entering Unmasked Estep 
Score: -19005856.000000 Penalty: 3868.850830
	Iteration 36Q: 3 clusters Score -1.900586e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 147456 members 
Entering Unmasked Estep 
Score: -19005860.000000 Penalty: 3868.850830
	Iteration 37Q: 3 clusters Score -1.900586e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 147455 members 
Entering Unmasked Estep 
Score: -19005858.000000 Penalty: 3868.850830
	Iteration 38Q: 3 clusters Score -1.900586e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 147453 members 
Entering Unmasked Estep 
Score: -19005854.000000 Penalty: 3868.850830
	Iteration 39Q: 3 clusters Score -1.900585e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 147450 members 
Entering Unmasked Estep 
Score: -19005866.000000 Penalty: 3868.850830
	Iteration 40F: 3 clusters Score -1.900587e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 147448 members 
Entering Unmasked Estep 
Score: -19005872.000000 Penalty: 3868.850830
	Iteration 41Q: 3 clusters Score -1.900587e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 147447 members 
Entering Unmasked Estep 
Score: -19005872.000000 Penalty: 3868.850830
	Iteration 42Q: 3 clusters Score -1.900587e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 147447 members 
Entering Unmasked Estep 
Score: -19005864.000000 Penalty: 3868.850830
	Iteration 43Q: 3 clusters Score -1.900586e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 147449 members 
Entering Unmasked Estep 
Score: -19005864.000000 Penalty: 3868.850830
	Iteration 44Q: 3 clusters Score -1.900586e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 147450 members 
Entering Unmasked Estep 
Score: -19005856.000000 Penalty: 3868.850830
	Iteration 45Q: 3 clusters Score -1.900586e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 147451 members 
Entering Unmasked Estep 
Score: -19005848.000000 Penalty: 3868.850830
	Iteration 46Q: 3 clusters Score -1.900585e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 147451 members 
Entering Unmasked Estep 
Score: -19005852.000000 Penalty: 3868.850830
	Iteration 47Q: 3 clusters Score -1.900585e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 147452 members 
Entering Unmasked Estep 
Score: -19005856.000000 Penalty: 3868.850830
	Iteration 48Q: 3 clusters Score -1.900586e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 147451 members 
Entering Unmasked Estep 
Score: -19005864.000000 Penalty: 3868.850830
	Iteration 49Q: 3 clusters Score -1.900586e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 147449 members 
Entering Unmasked Estep 
Score: -19005858.000000 Penalty: 3868.850830
	Iteration 50Q: 3 clusters Score -1.900586e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 147449 members 
Entering Unmasked Estep 
Score: -19005854.000000 Penalty: 3868.850830
	Iteration 51Q: 3 clusters Score -1.900585e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 147450 members 
Entering Unmasked Estep 
Score: -19005862.000000 Penalty: 3868.850830
	Iteration 52Q: 3 clusters Score -1.900586e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 147451 members 
Entering Unmasked Estep 
Score: -19005872.000000 Penalty: 3868.850830
	Iteration 53Q: 3 clusters Score -1.900587e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 147451 members 
Entering Unmasked Estep 
Score: -19005872.000000 Penalty: 3868.850830
	Iteration 54F: 3 clusters Score -1.900587e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (11491 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11491 members 
Entering Unmasked Estep 
Score: -1308675.875000 Penalty: 1519.264404
	Iteration 0F: 2 clusters Score -1308676 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5728 members 
Mstep: Class 2 contains 5763 members 
Entering Unmasked Estep 
Score: -1300649.625000 Penalty: 3038.528809
	Iteration 0F: 3 clusters Score -1300650 nChanged 5040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5748 members 
Mstep: Class 2 contains 5743 members 
Entering Unmasked Estep 
Score: -1303628.875000 Penalty: 3038.528809
	Iteration 1F: 3 clusters Score -1303629 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5734 members 
Mstep: Class 2 contains 5757 members 
Entering Unmasked Estep 
Score: -1304187.375000 Penalty: 3038.528809
	Iteration 2F: 3 clusters Score -1304187 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5747 members 
Mstep: Class 2 contains 5744 members 
Entering Unmasked Estep 
Score: -1304738.125000 Penalty: 3038.528809
	Iteration 3F: 3 clusters Score -1304738 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5764 members 
Mstep: Class 2 contains 5727 members 
Entering Unmasked Estep 
Score: -1305277.875000 Penalty: 3038.528809
	Iteration 4F: 3 clusters Score -1305278 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5799 members 
Mstep: Class 2 contains 5692 members 
Entering Unmasked Estep 
Score: -1305762.750000 Penalty: 3038.528809
	Iteration 5F: 3 clusters Score -1305763 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5859 members 
Mstep: Class 2 contains 5632 members 
Entering Unmasked Estep 
Score: -1306135.875000 Penalty: 3038.528809
	Iteration 6F: 3 clusters Score -1306136 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5902 members 
Mstep: Class 2 contains 5589 members 
Entering Unmasked Estep 
Score: -1306362.750000 Penalty: 3038.528809
	Iteration 7Q: 3 clusters Score -1306363 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5919 members 
Mstep: Class 2 contains 5572 members 
Entering Unmasked Estep 
Score: -1306502.125000 Penalty: 3038.528809
	Iteration 8Q: 3 clusters Score -1306502 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5917 members 
Mstep: Class 2 contains 5574 members 
Entering Unmasked Estep 
Score: -1306599.250000 Penalty: 3038.528809
	Iteration 9Q: 3 clusters Score -1306599 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5885 members 
Mstep: Class 2 contains 5606 members 
Entering Unmasked Estep 
Score: -1306673.375000 Penalty: 3038.528809
	Iteration 10Q: 3 clusters Score -1306673 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5836 members 
Mstep: Class 2 contains 5655 members 
Entering Unmasked Estep 
Score: -1306718.375000 Penalty: 3038.528809
	Iteration 11Q: 3 clusters Score -1306718 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5805 members 
Mstep: Class 2 contains 5686 members 
Entering Unmasked Estep 
Score: -1306755.500000 Penalty: 3038.528809
	Iteration 12Q: 3 clusters Score -1306756 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5754 members 
Mstep: Class 2 contains 5737 members 
Entering Unmasked Estep 
Score: -1306775.000000 Penalty: 3038.528809
	Iteration 13Q: 3 clusters Score -1306775 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5707 members 
Mstep: Class 2 contains 5784 members 
Entering Unmasked Estep 
Score: -1306798.750000 Penalty: 3038.528809
	Iteration 14Q: 3 clusters Score -1306799 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5662 members 
Mstep: Class 2 contains 5829 members 
Entering Unmasked Estep 
Score: -1306815.125000 Penalty: 3038.528809
	Iteration 15Q: 3 clusters Score -1306815 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5630 members 
Mstep: Class 2 contains 5861 members 
Entering Unmasked Estep 
Score: -1306827.875000 Penalty: 3038.528809
	Iteration 16Q: 3 clusters Score -1306828 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5581 members 
Mstep: Class 2 contains 5910 members 
Entering Unmasked Estep 
Score: -1306839.500000 Penalty: 3038.528809
	Iteration 17Q: 3 clusters Score -1306840 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5538 members 
Mstep: Class 2 contains 5953 members 
Entering Unmasked Estep 
Score: -1306850.125000 Penalty: 3038.528809
	Iteration 18Q: 3 clusters Score -1306850 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5498 members 
Mstep: Class 2 contains 5993 members 
Entering Unmasked Estep 
Score: -1306867.000000 Penalty: 3038.528809
	Iteration 19Q: 3 clusters Score -1306867 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5432 members 
Mstep: Class 2 contains 6059 members 
Entering Unmasked Estep 
Score: -1306883.625000 Penalty: 3038.528809
	Iteration 20F: 3 clusters Score -1306884 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 6125 members 
Entering Unmasked Estep 
Score: -1306899.500000 Penalty: 3038.528809
	Iteration 21Q: 3 clusters Score -1306900 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 6181 members 
Entering Unmasked Estep 
Score: -1306906.875000 Penalty: 3038.528809
	Iteration 22Q: 3 clusters Score -1306907 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5242 members 
Mstep: Class 2 contains 6249 members 
Entering Unmasked Estep 
Score: -1306931.250000 Penalty: 3038.528809
	Iteration 23Q: 3 clusters Score -1306931 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 6323 members 
Entering Unmasked Estep 
Score: -1306946.750000 Penalty: 3038.528809
	Iteration 24Q: 3 clusters Score -1306947 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 6406 members 
Entering Unmasked Estep 
Score: -1306969.750000 Penalty: 3038.528809
	Iteration 25Q: 3 clusters Score -1306970 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 6495 members 
Entering Unmasked Estep 
Score: -1306995.125000 Penalty: 3038.528809
	Iteration 26Q: 3 clusters Score -1306995 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 6594 members 
Entering Unmasked Estep 
Score: -1307020.875000 Penalty: 3038.528809
	Iteration 27Q: 3 clusters Score -1307021 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 6679 members 
Entering Unmasked Estep 
Score: -1307046.875000 Penalty: 3038.528809
	Iteration 28Q: 3 clusters Score -1307047 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 6769 members 
Entering Unmasked Estep 
Score: -1307064.250000 Penalty: 3038.528809
	Iteration 29Q: 3 clusters Score -1307064 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 6850 members 
Entering Unmasked Estep 
Score: -1307082.375000 Penalty: 3038.528809
	Iteration 30Q: 3 clusters Score -1307082 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 6925 members 
Entering Unmasked Estep 
Score: -1307092.750000 Penalty: 3038.528809
	Iteration 31Q: 3 clusters Score -1307093 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 7015 members 
Entering Unmasked Estep 
Score: -1307118.875000 Penalty: 3038.528809
	Iteration 32Q: 3 clusters Score -1307119 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 7104 members 
Entering Unmasked Estep 
Score: -1307141.250000 Penalty: 3038.528809
	Iteration 33Q: 3 clusters Score -1307141 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 7206 members 
Entering Unmasked Estep 
Score: -1307161.250000 Penalty: 3038.528809
	Iteration 34Q: 3 clusters Score -1307161 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 7308 members 
Entering Unmasked Estep 
Score: -1307194.625000 Penalty: 3038.528809
	Iteration 35Q: 3 clusters Score -1307195 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 7423 members 
Entering Unmasked Estep 
Score: -1307226.000000 Penalty: 3038.528809
	Iteration 36Q: 3 clusters Score -1307226 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 7547 members 
Entering Unmasked Estep 
Score: -1307272.125000 Penalty: 3038.528809
	Iteration 37Q: 3 clusters Score -1307272 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 7666 members 
Entering Unmasked Estep 
Score: -1307314.375000 Penalty: 3038.528809
	Iteration 38Q: 3 clusters Score -1307314 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 7797 members 
Entering Unmasked Estep 
Score: -1307361.625000 Penalty: 3038.528809
	Iteration 39Q: 3 clusters Score -1307362 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 7929 members 
Entering Unmasked Estep 
Score: -1307421.375000 Penalty: 3038.528809
	Iteration 40F: 3 clusters Score -1307421 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 8063 members 
Entering Unmasked Estep 
Score: -1307474.000000 Penalty: 3038.528809
	Iteration 41Q: 3 clusters Score -1307474 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 8192 members 
Entering Unmasked Estep 
Score: -1307527.500000 Penalty: 3038.528809
	Iteration 42Q: 3 clusters Score -1307528 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 8312 members 
Entering Unmasked Estep 
Score: -1307576.875000 Penalty: 3038.528809
	Iteration 43Q: 3 clusters Score -1307577 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 8427 members 
Entering Unmasked Estep 
Score: -1307615.750000 Penalty: 3038.528809
	Iteration 44Q: 3 clusters Score -1307616 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 8525 members 
Entering Unmasked Estep 
Score: -1307649.250000 Penalty: 3038.528809
	Iteration 45Q: 3 clusters Score -1307649 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 8620 members 
Entering Unmasked Estep 
Score: -1307688.375000 Penalty: 3038.528809
	Iteration 46Q: 3 clusters Score -1307688 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 8715 members 
Entering Unmasked Estep 
Score: -1307723.125000 Penalty: 3038.528809
	Iteration 47Q: 3 clusters Score -1307723 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 8792 members 
Entering Unmasked Estep 
Score: -1307749.875000 Penalty: 3038.528809
	Iteration 48Q: 3 clusters Score -1307750 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 8861 members 
Entering Unmasked Estep 
Score: -1307777.500000 Penalty: 3038.528809
	Iteration 49Q: 3 clusters Score -1307778 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 8918 members 
Entering Unmasked Estep 
Score: -1307797.375000 Penalty: 3038.528809
	Iteration 50Q: 3 clusters Score -1307797 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 8993 members 
Entering Unmasked Estep 
Score: -1307831.750000 Penalty: 3038.528809
	Iteration 51Q: 3 clusters Score -1307832 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 9056 members 
Entering Unmasked Estep 
Score: -1307855.375000 Penalty: 3038.528809
	Iteration 52Q: 3 clusters Score -1307855 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 9125 members 
Entering Unmasked Estep 
Score: -1307887.750000 Penalty: 3038.528809
	Iteration 53Q: 3 clusters Score -1307888 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 9188 members 
Entering Unmasked Estep 
Score: -1307921.000000 Penalty: 3038.528809
	Iteration 54Q: 3 clusters Score -1307921 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 9246 members 
Entering Unmasked Estep 
Score: -1307945.375000 Penalty: 3038.528809
	Iteration 55Q: 3 clusters Score -1307945 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 9306 members 
Entering Unmasked Estep 
Score: -1307964.375000 Penalty: 3038.528809
	Iteration 56Q: 3 clusters Score -1307964 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 9364 members 
Entering Unmasked Estep 
Score: -1307985.000000 Penalty: 3038.528809
	Iteration 57Q: 3 clusters Score -1307985 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 9405 members 
Entering Unmasked Estep 
Score: -1307994.375000 Penalty: 3038.528809
	Iteration 58Q: 3 clusters Score -1307994 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 9436 members 
Entering Unmasked Estep 
Score: -1308002.500000 Penalty: 3038.528809
	Iteration 59Q: 3 clusters Score -1308002 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 9457 members 
Entering Unmasked Estep 
Score: -1308008.500000 Penalty: 3038.528809
	Iteration 60F: 3 clusters Score -1308008 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 9478 members 
Entering Unmasked Estep 
Score: -1308017.125000 Penalty: 3038.528809
	Iteration 61Q: 3 clusters Score -1308017 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 9493 members 
Entering Unmasked Estep 
Score: -1308020.375000 Penalty: 3038.528809
	Iteration 62Q: 3 clusters Score -1308020 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 9510 members 
Entering Unmasked Estep 
Score: -1308024.625000 Penalty: 3038.528809
	Iteration 63Q: 3 clusters Score -1308025 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 9520 members 
Entering Unmasked Estep 
Score: -1308029.750000 Penalty: 3038.528809
	Iteration 64Q: 3 clusters Score -1308030 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 9533 members 
Entering Unmasked Estep 
Score: -1308033.750000 Penalty: 3038.528809
	Iteration 65Q: 3 clusters Score -1308034 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 9541 members 
Entering Unmasked Estep 
Score: -1308034.750000 Penalty: 3038.528809
	Iteration 66Q: 3 clusters Score -1308035 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 9549 members 
Entering Unmasked Estep 
Score: -1308038.500000 Penalty: 3038.528809
	Iteration 67Q: 3 clusters Score -1308038 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 9555 members 
Entering Unmasked Estep 
Score: -1308040.875000 Penalty: 3038.528809
	Iteration 68Q: 3 clusters Score -1308041 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 9557 members 
Entering Unmasked Estep 
Score: -1308039.750000 Penalty: 3038.528809
	Iteration 69Q: 3 clusters Score -1308040 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 9559 members 
Entering Unmasked Estep 
Score: -1308041.625000 Penalty: 3038.528809
	Iteration 70Q: 3 clusters Score -1308042 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 9562 members 
Entering Unmasked Estep 
Score: -1308041.500000 Penalty: 3038.528809
	Iteration 71Q: 3 clusters Score -1308042 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 9565 members 
Entering Unmasked Estep 
Score: -1308042.250000 Penalty: 3038.528809
	Iteration 72Q: 3 clusters Score -1308042 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 9567 members 
Entering Unmasked Estep 
Score: -1308040.500000 Penalty: 3038.528809
	Iteration 73Q: 3 clusters Score -1308040 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 9567 members 
Entering Unmasked Estep 
Score: -1308040.500000 Penalty: 3038.528809
	Iteration 74F: 3 clusters Score -1308040 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (1762 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Entering Unmasked Estep 
Score: -211661.796875 Penalty: 1214.558350
	Iteration 0F: 2 clusters Score -211661.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -209736.890625 Penalty: 2429.116699
	Iteration 0F: 3 clusters Score -209736.9 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -210239.218750 Penalty: 2429.116699
	Iteration 1F: 3 clusters Score -210239.2 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -210623.250000 Penalty: 2429.116699
	Iteration 2F: 3 clusters Score -210623.2 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -211043.078125 Penalty: 2429.116699
	Iteration 3F: 3 clusters Score -211043.1 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -211340.562500 Penalty: 2429.116699
	Iteration 4F: 3 clusters Score -211340.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -211484.250000 Penalty: 2429.116699
	Iteration 5F: 3 clusters Score -211484.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -211551.031250 Penalty: 2429.116699
	Iteration 6Q: 3 clusters Score -211551 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -211584.031250 Penalty: 2429.116699
	Iteration 7Q: 3 clusters Score -211584 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -211610.562500 Penalty: 2429.116699
	Iteration 8Q: 3 clusters Score -211610.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -211618.500000 Penalty: 2429.116699
	Iteration 9Q: 3 clusters Score -211618.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -211622.500000 Penalty: 2429.116699
	Iteration 10Q: 3 clusters Score -211622.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -211626.140625 Penalty: 2429.116699
	Iteration 11Q: 3 clusters Score -211626.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -211633.953125 Penalty: 2429.116699
	Iteration 12Q: 3 clusters Score -211634 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -211639.812500 Penalty: 2429.116699
	Iteration 13Q: 3 clusters Score -211639.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -211646.875000 Penalty: 2429.116699
	Iteration 14Q: 3 clusters Score -211646.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -211650.000000 Penalty: 2429.116699
	Iteration 15Q: 3 clusters Score -211650 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -211654.312500 Penalty: 2429.116699
	Iteration 16Q: 3 clusters Score -211654.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -211655.406250 Penalty: 2429.116699
	Iteration 17Q: 3 clusters Score -211655.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -211658.937500 Penalty: 2429.116699
	Iteration 18Q: 3 clusters Score -211658.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -211663.140625 Penalty: 2429.116699
	Iteration 19Q: 3 clusters Score -211663.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -211666.265625 Penalty: 2429.116699
	Iteration 20F: 3 clusters Score -211666.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -211670.156250 Penalty: 2429.116699
	Iteration 21Q: 3 clusters Score -211670.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -211673.750000 Penalty: 2429.116699
	Iteration 22Q: 3 clusters Score -211673.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -211676.468750 Penalty: 2429.116699
	Iteration 23Q: 3 clusters Score -211676.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -211678.296875 Penalty: 2429.116699
	Iteration 24Q: 3 clusters Score -211678.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -211679.343750 Penalty: 2429.116699
	Iteration 25Q: 3 clusters Score -211679.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -211680.046875 Penalty: 2429.116699
	Iteration 26Q: 3 clusters Score -211680 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -211680.421875 Penalty: 2429.116699
	Iteration 27Q: 3 clusters Score -211680.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -211680.734375 Penalty: 2429.116699
	Iteration 28Q: 3 clusters Score -211680.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -211680.734375 Penalty: 2429.116699
	Iteration 29F: 3 clusters Score -211680.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 13536 members 
Mstep: Class 2 contains 27256 members 
Mstep: Class 3 contains 50656 members 
Mstep: Class 4 contains 7974 members 
Mstep: Class 5 contains 4400 members 
Mstep: Class 6 contains 3993 members 
Mstep: Class 7 contains 74546 members 
Mstep: Class 8 contains 16453 members 
Mstep: Class 9 contains 21832 members 
Mstep: Class 10 contains 33683 members 
Mstep: Class 11 contains 44988 members 
Mstep: Class 12 contains 12390 members 
Mstep: Class 13 contains 17314 members 
Mstep: Class 14 contains 17923 members 
Mstep: Class 15 contains 466 members 
Mstep: Class 16 contains 8555 members 
Mstep: Class 17 contains 6279 members 
Mstep: Class 18 contains 2837 members 
Mstep: Class 19 contains 3258 members 
Mstep: Class 20 contains 33133 members 
Mstep: Class 21 contains 36511 members 
Mstep: Class 22 contains 25866 members 
Mstep: Class 23 contains 4854 members 
Mstep: Class 24 contains 33647 members 
Mstep: Class 25 contains 2487 members 
Mstep: Class 26 contains 9781 members 
Mstep: Class 27 contains 4451 members 
Mstep: Class 28 contains 38199 members 
Mstep: Class 29 contains 4545 members 
Mstep: Class 30 contains 1826 members 
Mstep: Class 31 contains 3314 members 
Mstep: Class 32 contains 985 members 
Mstep: Class 33 contains 16350 members 
Mstep: Class 34 contains 3059 members 
Mstep: Class 35 contains 147880 members 
Mstep: Class 36 contains 11491 members 
Mstep: Class 37 contains 1056 members 
Mstep: Class 38 contains 22613 members 
Mstep: Class 39 contains 2535 members 
Mstep: Class 40 contains 706 members 
Mstep: Class 41 contains 11831 members 
Mstep: Class 42 contains 17511 members 
Mstep: Class 43 contains 12806 members 
Mstep: Class 44 contains 685 members 
Mstep: Class 45 contains 2167 members 
Mstep: Class 46 contains 1946 members 
Entering Unmasked Estep 
Score: -100301560.000000 Penalty: 101793.265625
Splitting cluster 37 changes total score from -100302648.000000 to -100301560.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 38 (22613 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22613 members 
Entering Unmasked Estep 
Score: -2880191.750000 Penalty: 1629.270508
	Iteration 0F: 2 clusters Score -2880192 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11298 members 
Mstep: Class 2 contains 11315 members 
Entering Unmasked Estep 
Score: -2864897.500000 Penalty: 3258.541016
	Iteration 0F: 3 clusters Score -2864898 nChanged 10289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11425 members 
Mstep: Class 2 contains 11188 members 
Entering Unmasked Estep 
Score: -2870332.250000 Penalty: 3258.541016
	Iteration 1F: 3 clusters Score -2870332 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11556 members 
Mstep: Class 2 contains 11057 members 
Entering Unmasked Estep 
Score: -2870707.250000 Penalty: 3258.541016
	Iteration 2Q: 3 clusters Score -2870707 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11752 members 
Mstep: Class 2 contains 10861 members 
Entering Unmasked Estep 
Score: -2871061.500000 Penalty: 3258.541016
	Iteration 3Q: 3 clusters Score -2871062 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12080 members 
Mstep: Class 2 contains 10533 members 
Entering Unmasked Estep 
Score: -2871387.750000 Penalty: 3258.541016
	Iteration 4Q: 3 clusters Score -2871388 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12557 members 
Mstep: Class 2 contains 10056 members 
Entering Unmasked Estep 
Score: -2871759.750000 Penalty: 3258.541016
	Iteration 5Q: 3 clusters Score -2871760 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13222 members 
Mstep: Class 2 contains 9391 members 
Entering Unmasked Estep 
Score: -2872242.750000 Penalty: 3258.541016
	Iteration 6Q: 3 clusters Score -2872243 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14101 members 
Mstep: Class 2 contains 8512 members 
Entering Unmasked Estep 
Score: -2872933.000000 Penalty: 3258.541016
	Iteration 7F: 3 clusters Score -2872933 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15132 members 
Mstep: Class 2 contains 7481 members 
Entering Unmasked Estep 
Score: -2873780.000000 Penalty: 3258.541016
	Iteration 8F: 3 clusters Score -2873780 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16285 members 
Mstep: Class 2 contains 6328 members 
Entering Unmasked Estep 
Score: -2874716.750000 Penalty: 3258.541016
	Iteration 9F: 3 clusters Score -2874717 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17369 members 
Mstep: Class 2 contains 5244 members 
Entering Unmasked Estep 
Score: -2875558.000000 Penalty: 3258.541016
	Iteration 10F: 3 clusters Score -2875558 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18323 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -2876238.500000 Penalty: 3258.541016
	Iteration 11Q: 3 clusters Score -2876238 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19127 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -2876827.750000 Penalty: 3258.541016
	Iteration 12Q: 3 clusters Score -2876828 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19813 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -2877329.000000 Penalty: 3258.541016
	Iteration 13Q: 3 clusters Score -2877329 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20410 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -2877798.500000 Penalty: 3258.541016
	Iteration 14Q: 3 clusters Score -2877798 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20853 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -2878185.750000 Penalty: 3258.541016
	Iteration 15Q: 3 clusters Score -2878186 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21140 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -2878462.000000 Penalty: 3258.541016
	Iteration 16Q: 3 clusters Score -2878462 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21297 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -2878612.000000 Penalty: 3258.541016
	Iteration 17Q: 3 clusters Score -2878612 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21399 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -2878725.500000 Penalty: 3258.541016
	Iteration 18Q: 3 clusters Score -2878726 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21454 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -2878823.000000 Penalty: 3258.541016
	Iteration 19Q: 3 clusters Score -2878823 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21491 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -2878888.250000 Penalty: 3258.541016
	Iteration 20F: 3 clusters Score -2878888 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21525 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -2878955.000000 Penalty: 3258.541016
	Iteration 21Q: 3 clusters Score -2878955 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21547 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -2879001.250000 Penalty: 3258.541016
	Iteration 22Q: 3 clusters Score -2879001 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21570 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -2879031.500000 Penalty: 3258.541016
	Iteration 23Q: 3 clusters Score -2879032 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21590 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -2879050.250000 Penalty: 3258.541016
	Iteration 24Q: 3 clusters Score -2879050 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21609 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -2879069.500000 Penalty: 3258.541016
	Iteration 25Q: 3 clusters Score -2879070 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21610 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -2879070.250000 Penalty: 3258.541016
	Iteration 26Q: 3 clusters Score -2879070 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21609 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -2879073.000000 Penalty: 3258.541016
	Iteration 27Q: 3 clusters Score -2879073 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21612 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -2879070.500000 Penalty: 3258.541016
	Iteration 28Q: 3 clusters Score -2879070 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21611 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -2879073.250000 Penalty: 3258.541016
	Iteration 29Q: 3 clusters Score -2879073 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21611 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -2879073.250000 Penalty: 3258.541016
	Iteration 30F: 3 clusters Score -2879073 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (2535 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Entering Unmasked Estep 
Score: -319192.906250 Penalty: 1273.666626
	Iteration 0F: 2 clusters Score -319192.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -316772.781250 Penalty: 2547.333252
	Iteration 0F: 3 clusters Score -316772.8 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -317334.718750 Penalty: 2547.333252
	Iteration 1F: 3 clusters Score -317334.7 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -317446.875000 Penalty: 2547.333252
	Iteration 2F: 3 clusters Score -317446.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -317510.000000 Penalty: 2547.333252
	Iteration 3Q: 3 clusters Score -317510 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -317546.406250 Penalty: 2547.333252
	Iteration 4Q: 3 clusters Score -317546.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -317568.906250 Penalty: 2547.333252
	Iteration 5Q: 3 clusters Score -317568.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -317582.968750 Penalty: 2547.333252
	Iteration 6Q: 3 clusters Score -317583 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -317598.593750 Penalty: 2547.333252
	Iteration 7Q: 3 clusters Score -317598.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -317618.093750 Penalty: 2547.333252
	Iteration 8Q: 3 clusters Score -317618.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -317649.968750 Penalty: 2547.333252
	Iteration 9Q: 3 clusters Score -317650 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -317682.343750 Penalty: 2547.333252
	Iteration 10Q: 3 clusters Score -317682.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -317712.437500 Penalty: 2547.333252
	Iteration 11Q: 3 clusters Score -317712.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -317738.781250 Penalty: 2547.333252
	Iteration 12Q: 3 clusters Score -317738.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -317761.656250 Penalty: 2547.333252
	Iteration 13Q: 3 clusters Score -317761.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -317785.875000 Penalty: 2547.333252
	Iteration 14Q: 3 clusters Score -317785.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -317813.562500 Penalty: 2547.333252
	Iteration 15Q: 3 clusters Score -317813.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -317830.093750 Penalty: 2547.333252
	Iteration 16Q: 3 clusters Score -317830.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -317840.156250 Penalty: 2547.333252
	Iteration 17Q: 3 clusters Score -317840.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -317850.781250 Penalty: 2547.333252
	Iteration 18Q: 3 clusters Score -317850.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -317859.625000 Penalty: 2547.333252
	Iteration 19Q: 3 clusters Score -317859.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -317872.250000 Penalty: 2547.333252
	Iteration 20F: 3 clusters Score -317872.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -317883.406250 Penalty: 2547.333252
	Iteration 21Q: 3 clusters Score -317883.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -317895.281250 Penalty: 2547.333252
	Iteration 22Q: 3 clusters Score -317895.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -317907.531250 Penalty: 2547.333252
	Iteration 23Q: 3 clusters Score -317907.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -317921.843750 Penalty: 2547.333252
	Iteration 24Q: 3 clusters Score -317921.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -317937.187500 Penalty: 2547.333252
	Iteration 25Q: 3 clusters Score -317937.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -317948.875000 Penalty: 2547.333252
	Iteration 26Q: 3 clusters Score -317948.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -317955.031250 Penalty: 2547.333252
	Iteration 27Q: 3 clusters Score -317955 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -317962.718750 Penalty: 2547.333252
	Iteration 28Q: 3 clusters Score -317962.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -317970.906250 Penalty: 2547.333252
	Iteration 29Q: 3 clusters Score -317970.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -317977.625000 Penalty: 2547.333252
	Iteration 30Q: 3 clusters Score -317977.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -317981.281250 Penalty: 2547.333252
	Iteration 31Q: 3 clusters Score -317981.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -317984.562500 Penalty: 2547.333252
	Iteration 32Q: 3 clusters Score -317984.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -317987.093750 Penalty: 2547.333252
	Iteration 33Q: 3 clusters Score -317987.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -317989.562500 Penalty: 2547.333252
	Iteration 34Q: 3 clusters Score -317989.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -317991.968750 Penalty: 2547.333252
	Iteration 35Q: 3 clusters Score -317992 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -317993.406250 Penalty: 2547.333252
	Iteration 36Q: 3 clusters Score -317993.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -317994.312500 Penalty: 2547.333252
	Iteration 37Q: 3 clusters Score -317994.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -317995.843750 Penalty: 2547.333252
	Iteration 38Q: 3 clusters Score -317995.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -317996.468750 Penalty: 2547.333252
	Iteration 39Q: 3 clusters Score -317996.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -317997.968750 Penalty: 2547.333252
	Iteration 40F: 3 clusters Score -317998 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -317998.281250 Penalty: 2547.333252
	Iteration 41Q: 3 clusters Score -317998.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -317998.281250 Penalty: 2547.333252
	Iteration 42F: 3 clusters Score -317998.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (11831 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11831 members 
Entering Unmasked Estep 
Score: -1374737.125000 Penalty: 1524.002686
	Iteration 0F: 2 clusters Score -1374737 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5878 members 
Mstep: Class 2 contains 5953 members 
Entering Unmasked Estep 
Score: -1366478.000000 Penalty: 3048.005371
	Iteration 0F: 3 clusters Score -1366478 nChanged 5080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5700 members 
Mstep: Class 2 contains 6131 members 
Entering Unmasked Estep 
Score: -1369565.000000 Penalty: 3048.005371
	Iteration 1F: 3 clusters Score -1369565 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5634 members 
Mstep: Class 2 contains 6197 members 
Entering Unmasked Estep 
Score: -1370092.750000 Penalty: 3048.005371
	Iteration 2F: 3 clusters Score -1370093 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5561 members 
Mstep: Class 2 contains 6270 members 
Entering Unmasked Estep 
Score: -1370604.625000 Penalty: 3048.005371
	Iteration 3F: 3 clusters Score -1370605 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5481 members 
Mstep: Class 2 contains 6350 members 
Entering Unmasked Estep 
Score: -1371073.750000 Penalty: 3048.005371
	Iteration 4F: 3 clusters Score -1371074 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 6481 members 
Entering Unmasked Estep 
Score: -1371454.500000 Penalty: 3048.005371
	Iteration 5F: 3 clusters Score -1371454 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5222 members 
Mstep: Class 2 contains 6609 members 
Entering Unmasked Estep 
Score: -1371711.875000 Penalty: 3048.005371
	Iteration 6Q: 3 clusters Score -1371712 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5113 members 
Mstep: Class 2 contains 6718 members 
Entering Unmasked Estep 
Score: -1371895.625000 Penalty: 3048.005371
	Iteration 7Q: 3 clusters Score -1371896 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 6844 members 
Entering Unmasked Estep 
Score: -1372064.750000 Penalty: 3048.005371
	Iteration 8Q: 3 clusters Score -1372065 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 6985 members 
Entering Unmasked Estep 
Score: -1372210.500000 Penalty: 3048.005371
	Iteration 9Q: 3 clusters Score -1372210 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 7114 members 
Entering Unmasked Estep 
Score: -1372322.375000 Penalty: 3048.005371
	Iteration 10Q: 3 clusters Score -1372322 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 7230 members 
Entering Unmasked Estep 
Score: -1372415.750000 Penalty: 3048.005371
	Iteration 11Q: 3 clusters Score -1372416 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 7374 members 
Entering Unmasked Estep 
Score: -1372504.875000 Penalty: 3048.005371
	Iteration 12Q: 3 clusters Score -1372505 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 7511 members 
Entering Unmasked Estep 
Score: -1372592.375000 Penalty: 3048.005371
	Iteration 13Q: 3 clusters Score -1372592 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 7634 members 
Entering Unmasked Estep 
Score: -1372672.875000 Penalty: 3048.005371
	Iteration 14Q: 3 clusters Score -1372673 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 7768 members 
Entering Unmasked Estep 
Score: -1372771.125000 Penalty: 3048.005371
	Iteration 15Q: 3 clusters Score -1372771 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 7898 members 
Entering Unmasked Estep 
Score: -1372866.125000 Penalty: 3048.005371
	Iteration 16Q: 3 clusters Score -1372866 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 8003 members 
Entering Unmasked Estep 
Score: -1372953.875000 Penalty: 3048.005371
	Iteration 17Q: 3 clusters Score -1372954 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 8107 members 
Entering Unmasked Estep 
Score: -1373035.250000 Penalty: 3048.005371
	Iteration 18Q: 3 clusters Score -1373035 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 8201 members 
Entering Unmasked Estep 
Score: -1373101.375000 Penalty: 3048.005371
	Iteration 19Q: 3 clusters Score -1373101 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 8282 members 
Entering Unmasked Estep 
Score: -1373177.125000 Penalty: 3048.005371
	Iteration 20F: 3 clusters Score -1373177 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 8381 members 
Entering Unmasked Estep 
Score: -1373253.000000 Penalty: 3048.005371
	Iteration 21Q: 3 clusters Score -1373253 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 8492 members 
Entering Unmasked Estep 
Score: -1373346.750000 Penalty: 3048.005371
	Iteration 22Q: 3 clusters Score -1373347 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 8592 members 
Entering Unmasked Estep 
Score: -1373417.125000 Penalty: 3048.005371
	Iteration 23Q: 3 clusters Score -1373417 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 8680 members 
Entering Unmasked Estep 
Score: -1373470.625000 Penalty: 3048.005371
	Iteration 24Q: 3 clusters Score -1373471 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 8775 members 
Entering Unmasked Estep 
Score: -1373523.500000 Penalty: 3048.005371
	Iteration 25Q: 3 clusters Score -1373524 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 8848 members 
Entering Unmasked Estep 
Score: -1373559.750000 Penalty: 3048.005371
	Iteration 26Q: 3 clusters Score -1373560 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 8933 members 
Entering Unmasked Estep 
Score: -1373598.625000 Penalty: 3048.005371
	Iteration 27Q: 3 clusters Score -1373599 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 9009 members 
Entering Unmasked Estep 
Score: -1373637.000000 Penalty: 3048.005371
	Iteration 28Q: 3 clusters Score -1373637 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 9069 members 
Entering Unmasked Estep 
Score: -1373663.500000 Penalty: 3048.005371
	Iteration 29Q: 3 clusters Score -1373664 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 9121 members 
Entering Unmasked Estep 
Score: -1373683.375000 Penalty: 3048.005371
	Iteration 30Q: 3 clusters Score -1373683 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 9165 members 
Entering Unmasked Estep 
Score: -1373702.375000 Penalty: 3048.005371
	Iteration 31Q: 3 clusters Score -1373702 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 9215 members 
Entering Unmasked Estep 
Score: -1373719.875000 Penalty: 3048.005371
	Iteration 32Q: 3 clusters Score -1373720 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 9266 members 
Entering Unmasked Estep 
Score: -1373737.500000 Penalty: 3048.005371
	Iteration 33Q: 3 clusters Score -1373738 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 9301 members 
Entering Unmasked Estep 
Score: -1373745.750000 Penalty: 3048.005371
	Iteration 34Q: 3 clusters Score -1373746 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 9340 members 
Entering Unmasked Estep 
Score: -1373759.250000 Penalty: 3048.005371
	Iteration 35Q: 3 clusters Score -1373759 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 9376 members 
Entering Unmasked Estep 
Score: -1373767.875000 Penalty: 3048.005371
	Iteration 36Q: 3 clusters Score -1373768 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 9401 members 
Entering Unmasked Estep 
Score: -1373771.000000 Penalty: 3048.005371
	Iteration 37Q: 3 clusters Score -1373771 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 9428 members 
Entering Unmasked Estep 
Score: -1373782.000000 Penalty: 3048.005371
	Iteration 38Q: 3 clusters Score -1373782 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 9466 members 
Entering Unmasked Estep 
Score: -1373791.750000 Penalty: 3048.005371
	Iteration 39Q: 3 clusters Score -1373792 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 9504 members 
Entering Unmasked Estep 
Score: -1373799.000000 Penalty: 3048.005371
	Iteration 40F: 3 clusters Score -1373799 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 9533 members 
Entering Unmasked Estep 
Score: -1373807.500000 Penalty: 3048.005371
	Iteration 41Q: 3 clusters Score -1373808 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 9566 members 
Entering Unmasked Estep 
Score: -1373824.375000 Penalty: 3048.005371
	Iteration 42Q: 3 clusters Score -1373824 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 9599 members 
Entering Unmasked Estep 
Score: -1373832.000000 Penalty: 3048.005371
	Iteration 43Q: 3 clusters Score -1373832 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 9628 members 
Entering Unmasked Estep 
Score: -1373845.000000 Penalty: 3048.005371
	Iteration 44Q: 3 clusters Score -1373845 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 9659 members 
Entering Unmasked Estep 
Score: -1373851.375000 Penalty: 3048.005371
	Iteration 45Q: 3 clusters Score -1373851 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 9685 members 
Entering Unmasked Estep 
Score: -1373859.125000 Penalty: 3048.005371
	Iteration 46Q: 3 clusters Score -1373859 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 9714 members 
Entering Unmasked Estep 
Score: -1373860.375000 Penalty: 3048.005371
	Iteration 47Q: 3 clusters Score -1373860 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 9732 members 
Entering Unmasked Estep 
Score: -1373866.625000 Penalty: 3048.005371
	Iteration 48Q: 3 clusters Score -1373867 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 9742 members 
Entering Unmasked Estep 
Score: -1373867.750000 Penalty: 3048.005371
	Iteration 49Q: 3 clusters Score -1373868 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 9753 members 
Entering Unmasked Estep 
Score: -1373873.625000 Penalty: 3048.005371
	Iteration 50Q: 3 clusters Score -1373874 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 9759 members 
Entering Unmasked Estep 
Score: -1373876.125000 Penalty: 3048.005371
	Iteration 51Q: 3 clusters Score -1373876 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 9770 members 
Entering Unmasked Estep 
Score: -1373877.875000 Penalty: 3048.005371
	Iteration 52Q: 3 clusters Score -1373878 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 9781 members 
Entering Unmasked Estep 
Score: -1373885.625000 Penalty: 3048.005371
	Iteration 53Q: 3 clusters Score -1373886 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 9787 members 
Entering Unmasked Estep 
Score: -1373885.125000 Penalty: 3048.005371
	Iteration 54Q: 3 clusters Score -1373885 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 9800 members 
Entering Unmasked Estep 
Score: -1373889.000000 Penalty: 3048.005371
	Iteration 55Q: 3 clusters Score -1373889 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 9808 members 
Entering Unmasked Estep 
Score: -1373889.750000 Penalty: 3048.005371
	Iteration 56Q: 3 clusters Score -1373890 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 9814 members 
Entering Unmasked Estep 
Score: -1373894.625000 Penalty: 3048.005371
	Iteration 57Q: 3 clusters Score -1373895 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 9828 members 
Entering Unmasked Estep 
Score: -1373896.125000 Penalty: 3048.005371
	Iteration 58Q: 3 clusters Score -1373896 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 9833 members 
Entering Unmasked Estep 
Score: -1373895.625000 Penalty: 3048.005371
	Iteration 59Q: 3 clusters Score -1373896 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 9840 members 
Entering Unmasked Estep 
Score: -1373899.625000 Penalty: 3048.005371
	Iteration 60F: 3 clusters Score -1373900 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 9849 members 
Entering Unmasked Estep 
Score: -1373900.375000 Penalty: 3048.005371
	Iteration 61Q: 3 clusters Score -1373900 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 9858 members 
Entering Unmasked Estep 
Score: -1373898.000000 Penalty: 3048.005371
	Iteration 62Q: 3 clusters Score -1373898 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 9864 members 
Entering Unmasked Estep 
Score: -1373898.250000 Penalty: 3048.005371
	Iteration 63Q: 3 clusters Score -1373898 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 9871 members 
Entering Unmasked Estep 
Score: -1373900.125000 Penalty: 3048.005371
	Iteration 64Q: 3 clusters Score -1373900 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 9872 members 
Entering Unmasked Estep 
Score: -1373903.625000 Penalty: 3048.005371
	Iteration 65Q: 3 clusters Score -1373904 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 9877 members 
Entering Unmasked Estep 
Score: -1373901.875000 Penalty: 3048.005371
	Iteration 66Q: 3 clusters Score -1373902 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 9882 members 
Entering Unmasked Estep 
Score: -1373904.500000 Penalty: 3048.005371
	Iteration 67Q: 3 clusters Score -1373904 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 9883 members 
Entering Unmasked Estep 
Score: -1373903.625000 Penalty: 3048.005371
	Iteration 68Q: 3 clusters Score -1373904 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 9884 members 
Entering Unmasked Estep 
Score: -1373903.875000 Penalty: 3048.005371
	Iteration 69Q: 3 clusters Score -1373904 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 9885 members 
Entering Unmasked Estep 
Score: -1373905.000000 Penalty: 3048.005371
	Iteration 70Q: 3 clusters Score -1373905 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 9890 members 
Entering Unmasked Estep 
Score: -1373910.000000 Penalty: 3048.005371
	Iteration 71Q: 3 clusters Score -1373910 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 9895 members 
Entering Unmasked Estep 
Score: -1373908.250000 Penalty: 3048.005371
	Iteration 72Q: 3 clusters Score -1373908 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 9895 members 
Entering Unmasked Estep 
Score: -1373908.250000 Penalty: 3048.005371
	Iteration 73F: 3 clusters Score -1373908 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (17511 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17511 members 
Entering Unmasked Estep 
Score: -2047870.125000 Penalty: 1587.719971
	Iteration 0F: 2 clusters Score -2047870 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8811 members 
Mstep: Class 2 contains 8700 members 
Entering Unmasked Estep 
Score: -2035870.750000 Penalty: 3175.439941
	Iteration 0F: 3 clusters Score -2035871 nChanged 7957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8858 members 
Mstep: Class 2 contains 8653 members 
Entering Unmasked Estep 
Score: -2040525.125000 Penalty: 3175.439941
	Iteration 1F: 3 clusters Score -2040525 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8853 members 
Mstep: Class 2 contains 8658 members 
Entering Unmasked Estep 
Score: -2041245.875000 Penalty: 3175.439941
	Iteration 2F: 3 clusters Score -2041246 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8849 members 
Mstep: Class 2 contains 8662 members 
Entering Unmasked Estep 
Score: -2041974.125000 Penalty: 3175.439941
	Iteration 3F: 3 clusters Score -2041974 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8836 members 
Mstep: Class 2 contains 8675 members 
Entering Unmasked Estep 
Score: -2042725.750000 Penalty: 3175.439941
	Iteration 4F: 3 clusters Score -2042726 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8839 members 
Mstep: Class 2 contains 8672 members 
Entering Unmasked Estep 
Score: -2043312.000000 Penalty: 3175.439941
	Iteration 5F: 3 clusters Score -2043312 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8847 members 
Mstep: Class 2 contains 8664 members 
Entering Unmasked Estep 
Score: -2043744.875000 Penalty: 3175.439941
	Iteration 6F: 3 clusters Score -2043745 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8855 members 
Mstep: Class 2 contains 8656 members 
Entering Unmasked Estep 
Score: -2044067.750000 Penalty: 3175.439941
	Iteration 7Q: 3 clusters Score -2044068 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8885 members 
Mstep: Class 2 contains 8626 members 
Entering Unmasked Estep 
Score: -2044318.625000 Penalty: 3175.439941
	Iteration 8Q: 3 clusters Score -2044319 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8945 members 
Mstep: Class 2 contains 8566 members 
Entering Unmasked Estep 
Score: -2044493.875000 Penalty: 3175.439941
	Iteration 9Q: 3 clusters Score -2044494 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9081 members 
Mstep: Class 2 contains 8430 members 
Entering Unmasked Estep 
Score: -2044628.625000 Penalty: 3175.439941
	Iteration 10Q: 3 clusters Score -2044629 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9210 members 
Mstep: Class 2 contains 8301 members 
Entering Unmasked Estep 
Score: -2044726.875000 Penalty: 3175.439941
	Iteration 11Q: 3 clusters Score -2044727 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9345 members 
Mstep: Class 2 contains 8166 members 
Entering Unmasked Estep 
Score: -2044808.125000 Penalty: 3175.439941
	Iteration 12Q: 3 clusters Score -2044808 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9470 members 
Mstep: Class 2 contains 8041 members 
Entering Unmasked Estep 
Score: -2044884.375000 Penalty: 3175.439941
	Iteration 13Q: 3 clusters Score -2044884 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9604 members 
Mstep: Class 2 contains 7907 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -2044951 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9718 members 
Mstep: Class 2 contains 7793 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -2045018 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9847 members 
Mstep: Class 2 contains 7664 members 
Entering Unmasked Estep 
Score: -2045092.750000 Penalty: 3175.439941
	Iteration 16Q: 3 clusters Score -2045093 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9985 members 
Mstep: Class 2 contains 7526 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -2045165 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10134 members 
Mstep: Class 2 contains 7377 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -2045218 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10268 members 
Mstep: Class 2 contains 7243 members 
Entering Unmasked Estep 
Score: -2045273.625000 Penalty: 3175.439941
	Iteration 19Q: 3 clusters Score -2045274 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10392 members 
Mstep: Class 2 contains 7119 members 
Entering Unmasked Estep 
Score: -2045312.375000 Penalty: 3175.439941
	Iteration 20F: 3 clusters Score -2045312 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10514 members 
Mstep: Class 2 contains 6997 members 
Entering Unmasked Estep 
Score: -2045348.250000 Penalty: 3175.439941
	Iteration 21Q: 3 clusters Score -2045348 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10625 members 
Mstep: Class 2 contains 6886 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -2045380 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10724 members 
Mstep: Class 2 contains 6787 members 
Entering Unmasked Estep 
Score: -2045403.375000 Penalty: 3175.439941
	Iteration 23Q: 3 clusters Score -2045403 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10824 members 
Mstep: Class 2 contains 6687 members 
Entering Unmasked Estep 
Score: -2045415.500000 Penalty: 3175.439941
	Iteration 24Q: 3 clusters Score -2045416 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10903 members 
Mstep: Class 2 contains 6608 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -2045436 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10978 members 
Mstep: Class 2 contains 6533 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -2045452 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11068 members 
Mstep: Class 2 contains 6443 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -2045468 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11166 members 
Mstep: Class 2 contains 6345 members 
Entering Unmasked Estep 
Score: -2045484.250000 Penalty: 3175.439941
	Iteration 28Q: 3 clusters Score -2045484 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11249 members 
Mstep: Class 2 contains 6262 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -2045496 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11326 members 
Mstep: Class 2 contains 6185 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -2045515 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11418 members 
Mstep: Class 2 contains 6093 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -2045536 nChanged 92
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Mstep: Class 1 contains 11500 members 
Mstep: Class 2 contains 6011 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -2045550 nChanged 108
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11606 members 
Mstep: Class 2 contains 5905 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -2045577 nChanged 112
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11712 members 
Mstep: Class 2 contains 5799 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -2045599 nChanged 103
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11807 members 
Mstep: Class 2 contains 5704 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -2045611 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11902 members 
Mstep: Class 2 contains 5609 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -2045636 nChanged 105
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Mstep: Class 1 contains 12003 members 
Mstep: Class 2 contains 5508 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -2045665 nChanged 115
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12110 members 
Mstep: Class 2 contains 5401 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -2045698 nChanged 135
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12237 members 
Mstep: Class 2 contains 5274 members 
Entering Unmasked Estep 
Score: -2045728.500000 Penalty: 3175.439941
	Iteration 39Q: 3 clusters Score -2045728 nChanged 130
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12363 members 
Mstep: Class 2 contains 5148 members 
Entering Unmasked Estep 
Score: -2045757.250000 Penalty: 3175.439941
	Iteration 40F: 3 clusters Score -2045757 nChanged 120
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Mstep: Class 1 contains 12481 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -2045787 nChanged 132
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Mstep: Class 1 contains 12609 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -2045823 nChanged 135
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12744 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -2045860 nChanged 136
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12880 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -2045895 nChanged 127
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Mstep: Class 1 contains 13003 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -2045922 nChanged 114
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13115 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -2045949 nChanged 103
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13218 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -2045980 nChanged 110
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13324 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -2046013 nChanged 108
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13430 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -2046040 nChanged 107
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13535 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -2046060 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13638 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -2046086 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13738 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -2046114 nChanged 122
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13856 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -2046147 nChanged 123
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13979 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -2046183.000000 Penalty: 3175.439941
	Iteration 54Q: 3 clusters Score -2046183 nChanged 134
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14109 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -2046232.750000 Penalty: 3175.439941
	Iteration 55Q: 3 clusters Score -2046233 nChanged 131
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14238 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -2046279.000000 Penalty: 3175.439941
	Iteration 56Q: 3 clusters Score -2046279 nChanged 127
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14357 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -2046320 nChanged 118
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14471 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -2046361 nChanged 116
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14587 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -2046398 nChanged 115
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14696 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -2046435.625000 Penalty: 3175.439941
	Iteration 60F: 3 clusters Score -2046436 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14817 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -2046476 nChanged 100
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Mstep: Class 1 contains 14915 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -2046508 nChanged 92
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15007 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -2046538.625000 Penalty: 3175.439941
	Iteration 63Q: 3 clusters Score -2046539 nChanged 81
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Mstep: Class 1 contains 15088 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -2046563 nChanged 69
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Mstep: Class 1 contains 15155 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -2046572 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15209 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -2046581 nChanged 60
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15269 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -2046599 nChanged 54
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15321 members 
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Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -2046608 nChanged 53
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15374 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -2046615.000000 Penalty: 3175.439941
	Iteration 69Q: 3 clusters Score -2046615 nChanged 55
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15427 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -2046630 nChanged 50
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15477 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -2046650 nChanged 54
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Mstep: Class 1 contains 15529 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -2046664.250000 Penalty: 3175.439941
	Iteration 72Q: 3 clusters Score -2046664 nChanged 43
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Mstep: Class 1 contains 15570 members 
Mstep: Class 2 contains 1941 members 
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	Iteration 73Q: 3 clusters Score -2046676 nChanged 32
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Mstep: Class 1 contains 15600 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -2046676 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15621 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -2046679 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15644 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -2046688.875000 Penalty: 3175.439941
	Iteration 76Q: 3 clusters Score -2046689 nChanged 29
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15673 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -2046692.875000 Penalty: 3175.439941
	Iteration 77Q: 3 clusters Score -2046693 nChanged 22
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15695 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -2046702.875000 Penalty: 3175.439941
	Iteration 78Q: 3 clusters Score -2046703 nChanged 24
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Mstep: Class 1 contains 15719 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -2046704 nChanged 29
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15748 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -2046709.375000 Penalty: 3175.439941
	Iteration 80F: 3 clusters Score -2046709 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15770 members 
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Entering Unmasked Estep 
Score: -2046717.375000 Penalty: 3175.439941
	Iteration 81Q: 3 clusters Score -2046717 nChanged 14
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Mstep: Class 1 contains 15784 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -2046720.875000 Penalty: 3175.439941
	Iteration 82Q: 3 clusters Score -2046721 nChanged 13
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15797 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -2046723.500000 Penalty: 3175.439941
	Iteration 83Q: 3 clusters Score -2046724 nChanged 13
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Mstep: Class 1 contains 15810 members 
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Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -2046724 nChanged 10
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15820 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -2046721.625000 Penalty: 3175.439941
	Iteration 85Q: 3 clusters Score -2046722 nChanged 13
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15831 members 
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Entering Unmasked Estep 
Score: -2046724.500000 Penalty: 3175.439941
	Iteration 86Q: 3 clusters Score -2046724 nChanged 10
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15841 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -2046726.500000 Penalty: 3175.439941
	Iteration 87Q: 3 clusters Score -2046726 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15858 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -2046729.500000 Penalty: 3175.439941
	Iteration 88Q: 3 clusters Score -2046730 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15871 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -2046732.500000 Penalty: 3175.439941
	Iteration 89Q: 3 clusters Score -2046732 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15883 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -2046737.000000 Penalty: 3175.439941
	Iteration 90Q: 3 clusters Score -2046737 nChanged 18
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Mstep: Class 1 contains 15901 members 
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Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -2046737 nChanged 18
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Mstep: Class 1 contains 15917 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -2046741.875000 Penalty: 3175.439941
	Iteration 92Q: 3 clusters Score -2046742 nChanged 18
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Mstep: Class 1 contains 15935 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -2046748 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15954 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -2046755.500000 Penalty: 3175.439941
	Iteration 94Q: 3 clusters Score -2046756 nChanged 19
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15969 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -2046759.625000 Penalty: 3175.439941
	Iteration 95Q: 3 clusters Score -2046760 nChanged 14
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Mstep: Class 1 contains 15983 members 
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Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -2046761 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15992 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -2046762 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16004 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -2046760 nChanged 7
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16011 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -2046763.750000 Penalty: 3175.439941
	Iteration 99Q: 3 clusters Score -2046764 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16015 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -2046768.500000 Penalty: 3175.439941
	Iteration 100F: 3 clusters Score -2046768 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16021 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -2046767.875000 Penalty: 3175.439941
	Iteration 101Q: 3 clusters Score -2046768 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16025 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -2046769.250000 Penalty: 3175.439941
	Iteration 102Q: 3 clusters Score -2046769 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16027 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -2046769 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16029 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -2046770 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16030 members 
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Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -2046768 nChanged 0
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Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -2046768.375000 Penalty: 3175.439941
	Iteration 106F: 3 clusters Score -2046768 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (12806 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12806 members 
Entering Unmasked Estep 
Score: -1619781.875000 Penalty: 1536.871216
	Iteration 0F: 2 clusters Score -1619782 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6439 members 
Mstep: Class 2 contains 6367 members 
Entering Unmasked Estep 
Score: -1610873.625000 Penalty: 3073.742432
	Iteration 0F: 3 clusters Score -1610874 nChanged 5660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6529 members 
Mstep: Class 2 contains 6277 members 
Entering Unmasked Estep 
Score: -1613908.250000 Penalty: 3073.742432
	Iteration 1F: 3 clusters Score -1613908 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6575 members 
Mstep: Class 2 contains 6231 members 
Entering Unmasked Estep 
Score: -1614272.625000 Penalty: 3073.742432
	Iteration 2F: 3 clusters Score -1614273 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6601 members 
Mstep: Class 2 contains 6205 members 
Entering Unmasked Estep 
Score: -1614654.625000 Penalty: 3073.742432
	Iteration 3F: 3 clusters Score -1614655 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6634 members 
Mstep: Class 2 contains 6172 members 
Entering Unmasked Estep 
Score: -1615088.250000 Penalty: 3073.742432
	Iteration 4F: 3 clusters Score -1615088 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6686 members 
Mstep: Class 2 contains 6120 members 
Entering Unmasked Estep 
Score: -1615620.750000 Penalty: 3073.742432
	Iteration 5F: 3 clusters Score -1615621 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6692 members 
Mstep: Class 2 contains 6114 members 
Entering Unmasked Estep 
Score: -1616207.125000 Penalty: 3073.742432
	Iteration 6F: 3 clusters Score -1616207 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6690 members 
Mstep: Class 2 contains 6116 members 
Entering Unmasked Estep 
Score: -1616850.000000 Penalty: 3073.742432
	Iteration 7F: 3 clusters Score -1616850 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6705 members 
Mstep: Class 2 contains 6101 members 
Entering Unmasked Estep 
Score: -1617413.000000 Penalty: 3073.742432
	Iteration 8F: 3 clusters Score -1617413 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6729 members 
Mstep: Class 2 contains 6077 members 
Entering Unmasked Estep 
Score: -1617743.750000 Penalty: 3073.742432
	Iteration 9Q: 3 clusters Score -1617744 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6787 members 
Mstep: Class 2 contains 6019 members 
Entering Unmasked Estep 
Score: -1617923.750000 Penalty: 3073.742432
	Iteration 10Q: 3 clusters Score -1617924 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6864 members 
Mstep: Class 2 contains 5942 members 
Entering Unmasked Estep 
Score: -1618034.000000 Penalty: 3073.742432
	Iteration 11Q: 3 clusters Score -1618034 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6947 members 
Mstep: Class 2 contains 5859 members 
Entering Unmasked Estep 
Score: -1618110.125000 Penalty: 3073.742432
	Iteration 12Q: 3 clusters Score -1618110 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7009 members 
Mstep: Class 2 contains 5797 members 
Entering Unmasked Estep 
Score: -1618163.250000 Penalty: 3073.742432
	Iteration 13Q: 3 clusters Score -1618163 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7095 members 
Mstep: Class 2 contains 5711 members 
Entering Unmasked Estep 
Score: -1618211.875000 Penalty: 3073.742432
	Iteration 14Q: 3 clusters Score -1618212 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7189 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -1618261.875000 Penalty: 3073.742432
	Iteration 15Q: 3 clusters Score -1618262 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7280 members 
Mstep: Class 2 contains 5526 members 
Entering Unmasked Estep 
Score: -1618316.000000 Penalty: 3073.742432
	Iteration 16Q: 3 clusters Score -1618316 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7393 members 
Mstep: Class 2 contains 5413 members 
Entering Unmasked Estep 
Score: -1618383.500000 Penalty: 3073.742432
	Iteration 17Q: 3 clusters Score -1618384 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7521 members 
Mstep: Class 2 contains 5285 members 
Entering Unmasked Estep 
Score: -1618454.625000 Penalty: 3073.742432
	Iteration 18Q: 3 clusters Score -1618455 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7672 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -1618566.875000 Penalty: 3073.742432
	Iteration 19Q: 3 clusters Score -1618567 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7845 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -1618724.000000 Penalty: 3073.742432
	Iteration 20F: 3 clusters Score -1618724 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8070 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -1618980.625000 Penalty: 3073.742432
	Iteration 21Q: 3 clusters Score -1618981 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8256 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -1619248.125000 Penalty: 3073.742432
	Iteration 22Q: 3 clusters Score -1619248 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8385 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -1619431.500000 Penalty: 3073.742432
	Iteration 23Q: 3 clusters Score -1619432 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8475 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -1619497.500000 Penalty: 3073.742432
	Iteration 24Q: 3 clusters Score -1619498 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8540 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -1619526.625000 Penalty: 3073.742432
	Iteration 25Q: 3 clusters Score -1619527 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8578 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -1619540.250000 Penalty: 3073.742432
	Iteration 26Q: 3 clusters Score -1619540 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8601 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -1619549.125000 Penalty: 3073.742432
	Iteration 27Q: 3 clusters Score -1619549 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8616 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -1619553.875000 Penalty: 3073.742432
	Iteration 28Q: 3 clusters Score -1619554 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8623 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -1619554.250000 Penalty: 3073.742432
	Iteration 29Q: 3 clusters Score -1619554 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8634 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -1619558.000000 Penalty: 3073.742432
	Iteration 30Q: 3 clusters Score -1619558 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8641 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -1619556.750000 Penalty: 3073.742432
	Iteration 31Q: 3 clusters Score -1619557 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8647 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -1619558.250000 Penalty: 3073.742432
	Iteration 32Q: 3 clusters Score -1619558 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8653 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -1619560.625000 Penalty: 3073.742432
	Iteration 33Q: 3 clusters Score -1619561 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8661 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -1619558.000000 Penalty: 3073.742432
	Iteration 34Q: 3 clusters Score -1619558 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8665 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -1619558.250000 Penalty: 3073.742432
	Iteration 35Q: 3 clusters Score -1619558 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8667 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -1619559.250000 Penalty: 3073.742432
	Iteration 36Q: 3 clusters Score -1619559 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8670 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -1619560.750000 Penalty: 3073.742432
	Iteration 37Q: 3 clusters Score -1619561 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8673 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -1619559.125000 Penalty: 3073.742432
	Iteration 38Q: 3 clusters Score -1619559 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8677 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -1619562.125000 Penalty: 3073.742432
	Iteration 39Q: 3 clusters Score -1619562 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8681 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -1619559.625000 Penalty: 3073.742432
	Iteration 40F: 3 clusters Score -1619560 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8682 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -1619559.500000 Penalty: 3073.742432
	Iteration 41Q: 3 clusters Score -1619560 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8682 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -1619559.500000 Penalty: 3073.742432
	Iteration 42F: 3 clusters Score -1619560 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (685 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Entering Unmasked Estep 
Score: -85209.859375 Penalty: 1061.030518
	Iteration 0F: 2 clusters Score -85209.86 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 335 members 
Entering Unmasked Estep 
Score: -83995.960938 Penalty: 2122.061035
	Iteration 0F: 3 clusters Score -83995.96 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -84180.484375 Penalty: 2122.061035
	Iteration 1F: 3 clusters Score -84180.48 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -84234.101562 Penalty: 2122.061035
	Iteration 2F: 3 clusters Score -84234.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -84254.406250 Penalty: 2122.061035
	Iteration 3Q: 3 clusters Score -84254.41 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -84271.101562 Penalty: 2122.061035
	Iteration 4Q: 3 clusters Score -84271.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -84280.343750 Penalty: 2122.061035
	Iteration 5Q: 3 clusters Score -84280.34 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -84293.804688 Penalty: 2122.061035
	Iteration 6Q: 3 clusters Score -84293.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -84304.429688 Penalty: 2122.061035
	Iteration 7Q: 3 clusters Score -84304.43 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -84313.468750 Penalty: 2122.061035
	Iteration 8Q: 3 clusters Score -84313.47 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -84319.468750 Penalty: 2122.061035
	Iteration 9Q: 3 clusters Score -84319.47 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -84328.867188 Penalty: 2122.061035
	Iteration 10Q: 3 clusters Score -84328.87 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -84331.070312 Penalty: 2122.061035
	Iteration 11Q: 3 clusters Score -84331.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -84331.515625 Penalty: 2122.061035
	Iteration 12Q: 3 clusters Score -84331.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -84336.218750 Penalty: 2122.061035
	Iteration 13Q: 3 clusters Score -84336.22 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -84341.242188 Penalty: 2122.061035
	Iteration 14Q: 3 clusters Score -84341.24 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -84344.601562 Penalty: 2122.061035
	Iteration 15Q: 3 clusters Score -84344.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -84349.640625 Penalty: 2122.061035
	Iteration 16Q: 3 clusters Score -84349.64 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -84351.343750 Penalty: 2122.061035
	Iteration 17Q: 3 clusters Score -84351.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -84351.984375 Penalty: 2122.061035
	Iteration 18Q: 3 clusters Score -84351.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -84353.781250 Penalty: 2122.061035
	Iteration 19Q: 3 clusters Score -84353.78 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -84355.765625 Penalty: 2122.061035
	Iteration 20F: 3 clusters Score -84355.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -84360.640625 Penalty: 2122.061035
	Iteration 21Q: 3 clusters Score -84360.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -84365.460938 Penalty: 2122.061035
	Iteration 22Q: 3 clusters Score -84365.46 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -84376.546875 Penalty: 2122.061035
	Iteration 23Q: 3 clusters Score -84376.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -84381.382812 Penalty: 2122.061035
	Iteration 24Q: 3 clusters Score -84381.38 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -84385.539062 Penalty: 2122.061035
	Iteration 25Q: 3 clusters Score -84385.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -84388.195312 Penalty: 2122.061035
	Iteration 26Q: 3 clusters Score -84388.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -84388.835938 Penalty: 2122.061035
	Iteration 27Q: 3 clusters Score -84388.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -84391.296875 Penalty: 2122.061035
	Iteration 28Q: 3 clusters Score -84391.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -84391.789062 Penalty: 2122.061035
	Iteration 29Q: 3 clusters Score -84391.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -84392.343750 Penalty: 2122.061035
	Iteration 30Q: 3 clusters Score -84392.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -84393.164062 Penalty: 2122.061035
	Iteration 31Q: 3 clusters Score -84393.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -84398.210938 Penalty: 2122.061035
	Iteration 32Q: 3 clusters Score -84398.21 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -84400.875000 Penalty: 2122.061035
	Iteration 33Q: 3 clusters Score -84400.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -84401.414062 Penalty: 2122.061035
	Iteration 34Q: 3 clusters Score -84401.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -84401.414062 Penalty: 2122.061035
	Iteration 35F: 3 clusters Score -84401.41 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (2167 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Entering Unmasked Estep 
Score: -249457.906250 Penalty: 1248.178589
	Iteration 0F: 2 clusters Score -249457.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -247336.625000 Penalty: 2496.357178
	Iteration 0F: 3 clusters Score -247336.6 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -247953.218750 Penalty: 2496.357178
	Iteration 1F: 3 clusters Score -247953.2 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -248252.015625 Penalty: 2496.357178
	Iteration 2F: 3 clusters Score -248252 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -248504.203125 Penalty: 2496.357178
	Iteration 3F: 3 clusters Score -248504.2 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -248706.234375 Penalty: 2496.357178
	Iteration 4F: 3 clusters Score -248706.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -248826.265625 Penalty: 2496.357178
	Iteration 5F: 3 clusters Score -248826.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -248900.843750 Penalty: 2496.357178
	Iteration 6Q: 3 clusters Score -248900.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -248951.750000 Penalty: 2496.357178
	Iteration 7Q: 3 clusters Score -248951.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -248991.500000 Penalty: 2496.357178
	Iteration 8Q: 3 clusters Score -248991.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -249070.203125 Penalty: 2496.357178
	Iteration 9Q: 3 clusters Score -249070.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -249137.609375 Penalty: 2496.357178
	Iteration 10Q: 3 clusters Score -249137.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -249190.718750 Penalty: 2496.357178
	Iteration 11Q: 3 clusters Score -249190.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -249231.015625 Penalty: 2496.357178
	Iteration 12Q: 3 clusters Score -249231 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -249270.843750 Penalty: 2496.357178
	Iteration 13Q: 3 clusters Score -249270.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -249315.796875 Penalty: 2496.357178
	Iteration 14Q: 3 clusters Score -249315.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -249335.656250 Penalty: 2496.357178
	Iteration 15Q: 3 clusters Score -249335.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -249351.578125 Penalty: 2496.357178
	Iteration 16Q: 3 clusters Score -249351.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -249360.281250 Penalty: 2496.357178
	Iteration 17Q: 3 clusters Score -249360.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -249368.765625 Penalty: 2496.357178
	Iteration 18Q: 3 clusters Score -249368.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -249380.328125 Penalty: 2496.357178
	Iteration 19Q: 3 clusters Score -249380.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -249384.015625 Penalty: 2496.357178
	Iteration 20F: 3 clusters Score -249384 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -249390.031250 Penalty: 2496.357178
	Iteration 21Q: 3 clusters Score -249390 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -249392.718750 Penalty: 2496.357178
	Iteration 22Q: 3 clusters Score -249392.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -249393.250000 Penalty: 2496.357178
	Iteration 23Q: 3 clusters Score -249393.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -249393.875000 Penalty: 2496.357178
	Iteration 24Q: 3 clusters Score -249393.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -249394.562500 Penalty: 2496.357178
	Iteration 25Q: 3 clusters Score -249394.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -249395.093750 Penalty: 2496.357178
	Iteration 26Q: 3 clusters Score -249395.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -249395.093750 Penalty: 2496.357178
	Iteration 27F: 3 clusters Score -249395.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (1946 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Entering Unmasked Estep 
Score: -241124.171875 Penalty: 1230.698853
	Iteration 0F: 2 clusters Score -241124.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -239044.265625 Penalty: 2461.397705
	Iteration 0F: 3 clusters Score -239044.3 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -239483.765625 Penalty: 2461.397705
	Iteration 1F: 3 clusters Score -239483.8 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -239618.328125 Penalty: 2461.397705
	Iteration 2F: 3 clusters Score -239618.3 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -239726.937500 Penalty: 2461.397705
	Iteration 3F: 3 clusters Score -239726.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -239831.062500 Penalty: 2461.397705
	Iteration 4F: 3 clusters Score -239831.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -239932.140625 Penalty: 2461.397705
	Iteration 5F: 3 clusters Score -239932.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -240012.046875 Penalty: 2461.397705
	Iteration 6Q: 3 clusters Score -240012 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -240067.734375 Penalty: 2461.397705
	Iteration 7Q: 3 clusters Score -240067.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -240132.484375 Penalty: 2461.397705
	Iteration 8Q: 3 clusters Score -240132.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -240192.828125 Penalty: 2461.397705
	Iteration 9Q: 3 clusters Score -240192.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -240238.312500 Penalty: 2461.397705
	Iteration 10Q: 3 clusters Score -240238.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -240271.859375 Penalty: 2461.397705
	Iteration 11Q: 3 clusters Score -240271.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -240303.062500 Penalty: 2461.397705
	Iteration 12Q: 3 clusters Score -240303.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -240354.343750 Penalty: 2461.397705
	Iteration 13Q: 3 clusters Score -240354.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -240435.046875 Penalty: 2461.397705
	Iteration 14Q: 3 clusters Score -240435 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -240520.906250 Penalty: 2461.397705
	Iteration 15Q: 3 clusters Score -240520.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -240569.250000 Penalty: 2461.397705
	Iteration 16Q: 3 clusters Score -240569.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -240583.234375 Penalty: 2461.397705
	Iteration 17Q: 3 clusters Score -240583.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -240591.609375 Penalty: 2461.397705
	Iteration 18Q: 3 clusters Score -240591.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -240598.843750 Penalty: 2461.397705
	Iteration 19Q: 3 clusters Score -240598.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -240602.046875 Penalty: 2461.397705
	Iteration 20F: 3 clusters Score -240602 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -240605.453125 Penalty: 2461.397705
	Iteration 21Q: 3 clusters Score -240605.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -240608.515625 Penalty: 2461.397705
	Iteration 22Q: 3 clusters Score -240608.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -240611.140625 Penalty: 2461.397705
	Iteration 23Q: 3 clusters Score -240611.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -240613.125000 Penalty: 2461.397705
	Iteration 24Q: 3 clusters Score -240613.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -240615.000000 Penalty: 2461.397705
	Iteration 25Q: 3 clusters Score -240615 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -240615.718750 Penalty: 2461.397705
	Iteration 26Q: 3 clusters Score -240615.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -240615.718750 Penalty: 2461.397705
	Iteration 27F: 3 clusters Score -240615.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 13536 members 
Mstep: Class 2 contains 27256 members 
Mstep: Class 3 contains 50656 members 
Mstep: Class 4 contains 7974 members 
Mstep: Class 5 contains 4400 members 
Mstep: Class 6 contains 3993 members 
Mstep: Class 7 contains 74546 members 
Mstep: Class 8 contains 16453 members 
Mstep: Class 9 contains 21832 members 
Mstep: Class 10 contains 33683 members 
Mstep: Class 11 contains 44988 members 
Mstep: Class 12 contains 12390 members 
Mstep: Class 13 contains 17314 members 
Mstep: Class 14 contains 17923 members 
Mstep: Class 15 contains 466 members 
Mstep: Class 16 contains 8555 members 
Mstep: Class 17 contains 6279 members 
Mstep: Class 18 contains 2837 members 
Mstep: Class 19 contains 3258 members 
Mstep: Class 20 contains 33133 members 
Mstep: Class 21 contains 36511 members 
Mstep: Class 22 contains 25866 members 
Mstep: Class 23 contains 4854 members 
Mstep: Class 24 contains 33647 members 
Mstep: Class 25 contains 2487 members 
Mstep: Class 26 contains 9781 members 
Mstep: Class 27 contains 4451 members 
Mstep: Class 28 contains 38199 members 
Mstep: Class 29 contains 4545 members 
Mstep: Class 30 contains 1826 members 
Mstep: Class 31 contains 3314 members 
Mstep: Class 32 contains 985 members 
Mstep: Class 33 contains 16350 members 
Mstep: Class 34 contains 3059 members 
Mstep: Class 35 contains 147880 members 
Mstep: Class 36 contains 11491 members 
Mstep: Class 37 contains 1762 members 
Mstep: Class 38 contains 22613 members 
Mstep: Class 39 contains 2535 members 
Mstep: Class 41 contains 11831 members 
Mstep: Class 42 contains 17511 members 
Mstep: Class 43 contains 12806 members 
Mstep: Class 44 contains 685 members 
Mstep: Class 45 contains 2167 members 
Mstep: Class 46 contains 1946 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100302624.000000 Penalty: 99580.367188
Iteration 159Q: 46 clusters Score -1.003026e+08 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 13536 members 
Mstep: Class 2 contains 27256 members 
Mstep: Class 3 contains 50651 members 
Mstep: Class 4 contains 7974 members 
Mstep: Class 5 contains 4399 members 
Mstep: Class 6 contains 3993 members 
Mstep: Class 7 contains 74548 members 
Mstep: Class 8 contains 16441 members 
Mstep: Class 9 contains 21832 members 
Mstep: Class 10 contains 33682 members 
Mstep: Class 11 contains 44987 members 
Mstep: Class 12 contains 12390 members 
Mstep: Class 13 contains 17314 members 
Mstep: Class 14 contains 17924 members 
Mstep: Class 15 contains 466 members 
Mstep: Class 16 contains 8555 members 
Mstep: Class 17 contains 6278 members 
Mstep: Class 18 contains 2839 members 
Mstep: Class 19 contains 3258 members 
Mstep: Class 20 contains 33129 members 
Mstep: Class 21 contains 36512 members 
Mstep: Class 22 contains 25863 members 
Mstep: Class 23 contains 4855 members 
Mstep: Class 24 contains 33647 members 
Mstep: Class 25 contains 2487 members 
Mstep: Class 26 contains 9781 members 
Mstep: Class 27 contains 4446 members 
Mstep: Class 28 contains 38202 members 
Mstep: Class 29 contains 4545 members 
Mstep: Class 30 contains 1826 members 
Mstep: Class 31 contains 3314 members 
Mstep: Class 32 contains 985 members 
Mstep: Class 33 contains 16361 members 
Mstep: Class 34 contains 3060 members 
Mstep: Class 35 contains 147887 members 
Mstep: Class 36 contains 11497 members 
Mstep: Class 37 contains 1762 members 
Mstep: Class 38 contains 22612 members 
Mstep: Class 39 contains 2535 members 
Mstep: Class 41 contains 11830 members 
Mstep: Class 42 contains 17511 members 
Mstep: Class 43 contains 12806 members 
Mstep: Class 44 contains 685 members 
Mstep: Class 45 contains 2167 members 
Mstep: Class 46 contains 1946 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100302680.000000 Penalty: 99580.367188
Iteration 160F: 46 clusters Score -1.003027e+08 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 13536 members 
Mstep: Class 2 contains 27256 members 
Mstep: Class 3 contains 50647 members 
Mstep: Class 4 contains 7974 members 
Mstep: Class 5 contains 4397 members 
Mstep: Class 6 contains 3993 members 
Mstep: Class 7 contains 74548 members 
Mstep: Class 8 contains 16432 members 
Mstep: Class 9 contains 21831 members 
Mstep: Class 10 contains 33677 members 
Mstep: Class 11 contains 44984 members 
Mstep: Class 12 contains 12390 members 
Mstep: Class 13 contains 17313 members 
Mstep: Class 14 contains 17923 members 
Mstep: Class 15 contains 466 members 
Mstep: Class 16 contains 8555 members 
Mstep: Class 17 contains 6278 members 
Mstep: Class 18 contains 2840 members 
Mstep: Class 19 contains 3258 members 
Mstep: Class 20 contains 33132 members 
Mstep: Class 21 contains 36513 members 
Mstep: Class 22 contains 25863 members 
Mstep: Class 23 contains 4855 members 
Mstep: Class 24 contains 33646 members 
Mstep: Class 25 contains 2487 members 
Mstep: Class 26 contains 9782 members 
Mstep: Class 27 contains 4448 members 
Mstep: Class 28 contains 38204 members 
Mstep: Class 29 contains 4545 members 
Mstep: Class 30 contains 1826 members 
Mstep: Class 31 contains 3314 members 
Mstep: Class 32 contains 985 members 
Mstep: Class 33 contains 16368 members 
Mstep: Class 34 contains 3060 members 
Mstep: Class 35 contains 147886 members 
Mstep: Class 36 contains 11504 members 
Mstep: Class 37 contains 1762 members 
Mstep: Class 38 contains 22612 members 
Mstep: Class 39 contains 2535 members 
Mstep: Class 41 contains 11830 members 
Mstep: Class 42 contains 17514 members 
Mstep: Class 43 contains 12807 members 
Mstep: Class 44 contains 685 members 
Mstep: Class 45 contains 2167 members 
Mstep: Class 46 contains 1946 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100302688.000000 Penalty: 99580.367188
Iteration 161Q: 46 clusters Score -1.003027e+08 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 13536 members 
Mstep: Class 2 contains 27255 members 
Mstep: Class 3 contains 50645 members 
Mstep: Class 4 contains 7974 members 
Mstep: Class 5 contains 4398 members 
Mstep: Class 6 contains 3993 members 
Mstep: Class 7 contains 74547 members 
Mstep: Class 8 contains 16431 members 
Mstep: Class 9 contains 21830 members 
Mstep: Class 10 contains 33669 members 
Mstep: Class 11 contains 44965 members 
Mstep: Class 12 contains 12390 members 
Mstep: Class 13 contains 17314 members 
Mstep: Class 14 contains 17923 members 
Mstep: Class 15 contains 466 members 
Mstep: Class 16 contains 8554 members 
Mstep: Class 17 contains 6279 members 
Mstep: Class 18 contains 2842 members 
Mstep: Class 19 contains 3258 members 
Mstep: Class 20 contains 33138 members 
Mstep: Class 21 contains 36515 members 
Mstep: Class 22 contains 25860 members 
Mstep: Class 23 contains 4855 members 
Mstep: Class 24 contains 33643 members 
Mstep: Class 25 contains 2487 members 
Mstep: Class 26 contains 9782 members 
Mstep: Class 27 contains 4449 members 
Mstep: Class 28 contains 38208 members 
Mstep: Class 29 contains 4545 members 
Mstep: Class 30 contains 1826 members 
Mstep: Class 31 contains 3314 members 
Mstep: Class 32 contains 985 members 
Mstep: Class 33 contains 16384 members 
Mstep: Class 34 contains 3060 members 
Mstep: Class 35 contains 147889 members 
Mstep: Class 36 contains 11509 members 
Mstep: Class 37 contains 1761 members 
Mstep: Class 38 contains 22612 members 
Mstep: Class 39 contains 2535 members 
Mstep: Class 41 contains 11827 members 
Mstep: Class 42 contains 17517 members 
Mstep: Class 43 contains 12806 members 
Mstep: Class 44 contains 685 members 
Mstep: Class 45 contains 2167 members 
Mstep: Class 46 contains 1946 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100302768.000000 Penalty: 99580.367188
Iteration 162Q: 46 clusters Score -1.003028e+08 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 13536 members 
Mstep: Class 2 contains 27255 members 
Mstep: Class 3 contains 50645 members 
Mstep: Class 4 contains 7974 members 
Mstep: Class 5 contains 4396 members 
Mstep: Class 6 contains 3993 members 
Mstep: Class 7 contains 74545 members 
Mstep: Class 8 contains 16430 members 
Mstep: Class 9 contains 21829 members 
Mstep: Class 10 contains 33667 members 
Mstep: Class 11 contains 44952 members 
Mstep: Class 12 contains 12390 members 
Mstep: Class 13 contains 17314 members 
Mstep: Class 14 contains 17923 members 
Mstep: Class 15 contains 466 members 
Mstep: Class 16 contains 8554 members 
Mstep: Class 17 contains 6279 members 
Mstep: Class 18 contains 2842 members 
Mstep: Class 19 contains 3258 members 
Mstep: Class 20 contains 33140 members 
Mstep: Class 21 contains 36517 members 
Mstep: Class 22 contains 25859 members 
Mstep: Class 23 contains 4855 members 
Mstep: Class 24 contains 33642 members 
Mstep: Class 25 contains 2487 members 
Mstep: Class 26 contains 9782 members 
Mstep: Class 27 contains 4449 members 
Mstep: Class 28 contains 38210 members 
Mstep: Class 29 contains 4545 members 
Mstep: Class 30 contains 1826 members 
Mstep: Class 31 contains 3314 members 
Mstep: Class 32 contains 985 members 
Mstep: Class 33 contains 16398 members 
Mstep: Class 34 contains 3060 members 
Mstep: Class 35 contains 147888 members 
Mstep: Class 36 contains 11510 members 
Mstep: Class 37 contains 1761 members 
Mstep: Class 38 contains 22613 members 
Mstep: Class 39 contains 2535 members 
Mstep: Class 41 contains 11827 members 
Mstep: Class 42 contains 17518 members 
Mstep: Class 43 contains 12806 members 
Mstep: Class 44 contains 685 members 
Mstep: Class 45 contains 2168 members 
Mstep: Class 46 contains 1946 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100302832.000000 Penalty: 99580.367188
Iteration 163Q: 46 clusters Score -1.003028e+08 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 13536 members 
Mstep: Class 2 contains 27255 members 
Mstep: Class 3 contains 50643 members 
Mstep: Class 4 contains 7974 members 
Mstep: Class 5 contains 4396 members 
Mstep: Class 6 contains 3993 members 
Mstep: Class 7 contains 74545 members 
Mstep: Class 8 contains 16429 members 
Mstep: Class 9 contains 21829 members 
Mstep: Class 10 contains 33671 members 
Mstep: Class 11 contains 44927 members 
Mstep: Class 12 contains 12390 members 
Mstep: Class 13 contains 17314 members 
Mstep: Class 14 contains 17923 members 
Mstep: Class 15 contains 466 members 
Mstep: Class 16 contains 8553 members 
Mstep: Class 17 contains 6279 members 
Mstep: Class 18 contains 2842 members 
Mstep: Class 19 contains 3258 members 
Mstep: Class 20 contains 33139 members 
Mstep: Class 21 contains 36517 members 
Mstep: Class 22 contains 25858 members 
Mstep: Class 23 contains 4855 members 
Mstep: Class 24 contains 33641 members 
Mstep: Class 25 contains 2488 members 
Mstep: Class 26 contains 9781 members 
Mstep: Class 27 contains 4449 members 
Mstep: Class 28 contains 38213 members 
Mstep: Class 29 contains 4544 members 
Mstep: Class 30 contains 1826 members 
Mstep: Class 31 contains 3315 members 
Mstep: Class 32 contains 985 members 
Mstep: Class 33 contains 16420 members 
Mstep: Class 34 contains 3060 members 
Mstep: Class 35 contains 147887 members 
Mstep: Class 36 contains 11512 members 
Mstep: Class 37 contains 1761 members 
Mstep: Class 38 contains 22613 members 
Mstep: Class 39 contains 2535 members 
Mstep: Class 41 contains 11827 members 
Mstep: Class 42 contains 17519 members 
Mstep: Class 43 contains 12806 members 
Mstep: Class 44 contains 685 members 
Mstep: Class 45 contains 2169 members 
Mstep: Class 46 contains 1946 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100302760.000000 Penalty: 99580.367188
Iteration 164Q: 46 clusters Score -1.003028e+08 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 13536 members 
Mstep: Class 2 contains 27256 members 
Mstep: Class 3 contains 50640 members 
Mstep: Class 4 contains 7974 members 
Mstep: Class 5 contains 4395 members 
Mstep: Class 6 contains 3993 members 
Mstep: Class 7 contains 74544 members 
Mstep: Class 8 contains 16429 members 
Mstep: Class 9 contains 21828 members 
Mstep: Class 10 contains 33671 members 
Mstep: Class 11 contains 44902 members 
Mstep: Class 12 contains 12391 members 
Mstep: Class 13 contains 17314 members 
Mstep: Class 14 contains 17923 members 
Mstep: Class 15 contains 466 members 
Mstep: Class 16 contains 8552 members 
Mstep: Class 17 contains 6278 members 
Mstep: Class 18 contains 2842 members 
Mstep: Class 19 contains 3258 members 
Mstep: Class 20 contains 33136 members 
Mstep: Class 21 contains 36519 members 
Mstep: Class 22 contains 25858 members 
Mstep: Class 23 contains 4855 members 
Mstep: Class 24 contains 33643 members 
Mstep: Class 25 contains 2489 members 
Mstep: Class 26 contains 9782 members 
Mstep: Class 27 contains 4450 members 
Mstep: Class 28 contains 38212 members 
Mstep: Class 29 contains 4544 members 
Mstep: Class 30 contains 1826 members 
Mstep: Class 31 contains 3313 members 
Mstep: Class 32 contains 985 members 
Mstep: Class 33 contains 16439 members 
Mstep: Class 34 contains 3060 members 
Mstep: Class 35 contains 147891 members 
Mstep: Class 36 contains 11515 members 
Mstep: Class 37 contains 1761 members 
Mstep: Class 38 contains 22613 members 
Mstep: Class 39 contains 2535 members 
Mstep: Class 41 contains 11826 members 
Mstep: Class 42 contains 17523 members 
Mstep: Class 43 contains 12805 members 
Mstep: Class 44 contains 685 members 
Mstep: Class 45 contains 2171 members 
Mstep: Class 46 contains 1946 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100302784.000000 Penalty: 99580.367188
Iteration 165Q: 46 clusters Score -1.003028e+08 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 13536 members 
Mstep: Class 2 contains 27255 members 
Mstep: Class 3 contains 50639 members 
Mstep: Class 4 contains 7974 members 
Mstep: Class 5 contains 4395 members 
Mstep: Class 6 contains 3993 members 
Mstep: Class 7 contains 74542 members 
Mstep: Class 8 contains 16429 members 
Mstep: Class 9 contains 21827 members 
Mstep: Class 10 contains 33667 members 
Mstep: Class 11 contains 44881 members 
Mstep: Class 12 contains 12392 members 
Mstep: Class 13 contains 17315 members 
Mstep: Class 14 contains 17923 members 
Mstep: Class 15 contains 466 members 
Mstep: Class 16 contains 8550 members 
Mstep: Class 17 contains 6278 members 
Mstep: Class 18 contains 2842 members 
Mstep: Class 19 contains 3258 members 
Mstep: Class 20 contains 33134 members 
Mstep: Class 21 contains 36520 members 
Mstep: Class 22 contains 25857 members 
Mstep: Class 23 contains 4855 members 
Mstep: Class 24 contains 33646 members 
Mstep: Class 25 contains 2489 members 
Mstep: Class 26 contains 9782 members 
Mstep: Class 27 contains 4450 members 
Mstep: Class 28 contains 38214 members 
Mstep: Class 29 contains 4546 members 
Mstep: Class 30 contains 1826 members 
Mstep: Class 31 contains 3313 members 
Mstep: Class 32 contains 985 members 
Mstep: Class 33 contains 16459 members 
Mstep: Class 34 contains 3060 members 
Mstep: Class 35 contains 147893 members 
Mstep: Class 36 contains 11517 members 
Mstep: Class 37 contains 1761 members 
Mstep: Class 38 contains 22613 members 
Mstep: Class 39 contains 2535 members 
Mstep: Class 41 contains 11825 members 
Mstep: Class 42 contains 17523 members 
Mstep: Class 43 contains 12805 members 
Mstep: Class 44 contains 685 members 
Mstep: Class 45 contains 2173 members 
Mstep: Class 46 contains 1946 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100302776.000000 Penalty: 99580.367188
Iteration 166Q: 46 clusters Score -1.003028e+08 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 13536 members 
Mstep: Class 2 contains 27255 members 
Mstep: Class 3 contains 50637 members 
Mstep: Class 4 contains 7974 members 
Mstep: Class 5 contains 4395 members 
Mstep: Class 6 contains 3993 members 
Mstep: Class 7 contains 74541 members 
Mstep: Class 8 contains 16430 members 
Mstep: Class 9 contains 21826 members 
Mstep: Class 10 contains 33669 members 
Mstep: Class 11 contains 44854 members 
Mstep: Class 12 contains 12391 members 
Mstep: Class 13 contains 17315 members 
Mstep: Class 14 contains 17923 members 
Mstep: Class 15 contains 466 members 
Mstep: Class 16 contains 8547 members 
Mstep: Class 17 contains 6278 members 
Mstep: Class 18 contains 2842 members 
Mstep: Class 19 contains 3258 members 
Mstep: Class 20 contains 33133 members 
Mstep: Class 21 contains 36520 members 
Mstep: Class 22 contains 25861 members 
Mstep: Class 23 contains 4856 members 
Mstep: Class 24 contains 33647 members 
Mstep: Class 25 contains 2489 members 
Mstep: Class 26 contains 9782 members 
Mstep: Class 27 contains 4451 members 
Mstep: Class 28 contains 38219 members 
Mstep: Class 29 contains 4545 members 
Mstep: Class 30 contains 1826 members 
Mstep: Class 31 contains 3313 members 
Mstep: Class 32 contains 986 members 
Mstep: Class 33 contains 16474 members 
Mstep: Class 34 contains 3060 members 
Mstep: Class 35 contains 147897 members 
Mstep: Class 36 contains 11517 members 
Mstep: Class 37 contains 1761 members 
Mstep: Class 38 contains 22613 members 
Mstep: Class 39 contains 2536 members 
Mstep: Class 41 contains 11823 members 
Mstep: Class 42 contains 17524 members 
Mstep: Class 43 contains 12805 members 
Mstep: Class 44 contains 685 members 
Mstep: Class 45 contains 2175 members 
Mstep: Class 46 contains 1946 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100302816.000000 Penalty: 99580.367188
Iteration 167Q: 46 clusters Score -1.003028e+08 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 13536 members 
Mstep: Class 2 contains 27255 members 
Mstep: Class 3 contains 50634 members 
Mstep: Class 4 contains 7974 members 
Mstep: Class 5 contains 4395 members 
Mstep: Class 6 contains 3993 members 
Mstep: Class 7 contains 74539 members 
Mstep: Class 8 contains 16431 members 
Mstep: Class 9 contains 21825 members 
Mstep: Class 10 contains 33661 members 
Mstep: Class 11 contains 44841 members 
Mstep: Class 12 contains 12389 members 
Mstep: Class 13 contains 17315 members 
Mstep: Class 14 contains 17924 members 
Mstep: Class 15 contains 466 members 
Mstep: Class 16 contains 8546 members 
Mstep: Class 17 contains 6278 members 
Mstep: Class 18 contains 2842 members 
Mstep: Class 19 contains 3258 members 
Mstep: Class 20 contains 33132 members 
Mstep: Class 21 contains 36523 members 
Mstep: Class 22 contains 25863 members 
Mstep: Class 23 contains 4856 members 
Mstep: Class 24 contains 33649 members 
Mstep: Class 25 contains 2489 members 
Mstep: Class 26 contains 9782 members 
Mstep: Class 27 contains 4451 members 
Mstep: Class 28 contains 38218 members 
Mstep: Class 29 contains 4547 members 
Mstep: Class 30 contains 1826 members 
Mstep: Class 31 contains 3313 members 
Mstep: Class 32 contains 986 members 
Mstep: Class 33 contains 16489 members 
Mstep: Class 34 contains 3060 members 
Mstep: Class 35 contains 147903 members 
Mstep: Class 36 contains 11518 members 
Mstep: Class 37 contains 1761 members 
Mstep: Class 38 contains 22613 members 
Mstep: Class 39 contains 2535 members 
Mstep: Class 41 contains 11823 members 
Mstep: Class 42 contains 17524 members 
Mstep: Class 43 contains 12805 members 
Mstep: Class 44 contains 685 members 
Mstep: Class 45 contains 2175 members 
Mstep: Class 46 contains 1946 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100302776.000000 Penalty: 99580.367188
Iteration 168Q: 46 clusters Score -1.003028e+08 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 13536 members 
Mstep: Class 2 contains 27255 members 
Mstep: Class 3 contains 50633 members 
Mstep: Class 4 contains 7974 members 
Mstep: Class 5 contains 4395 members 
Mstep: Class 6 contains 3993 members 
Mstep: Class 7 contains 74538 members 
Mstep: Class 8 contains 16432 members 
Mstep: Class 9 contains 21827 members 
Mstep: Class 10 contains 33662 members 
Mstep: Class 11 contains 44830 members 
Mstep: Class 12 contains 12387 members 
Mstep: Class 13 contains 17315 members 
Mstep: Class 14 contains 17924 members 
Mstep: Class 15 contains 466 members 
Mstep: Class 16 contains 8543 members 
Mstep: Class 17 contains 6278 members 
Mstep: Class 18 contains 2842 members 
Mstep: Class 19 contains 3258 members 
Mstep: Class 20 contains 33130 members 
Mstep: Class 21 contains 36523 members 
Mstep: Class 22 contains 25863 members 
Mstep: Class 23 contains 4857 members 
Mstep: Class 24 contains 33649 members 
Mstep: Class 25 contains 2489 members 
Mstep: Class 26 contains 9782 members 
Mstep: Class 27 contains 4449 members 
Mstep: Class 28 contains 38220 members 
Mstep: Class 29 contains 4546 members 
Mstep: Class 30 contains 1826 members 
Mstep: Class 31 contains 3313 members 
Mstep: Class 32 contains 987 members 
Mstep: Class 33 contains 16502 members 
Mstep: Class 34 contains 3060 members 
Mstep: Class 35 contains 147905 members 
Mstep: Class 36 contains 11518 members 
Mstep: Class 37 contains 1761 members 
Mstep: Class 38 contains 22613 members 
Mstep: Class 39 contains 2534 members 
Mstep: Class 41 contains 11823 members 
Mstep: Class 42 contains 17524 members 
Mstep: Class 43 contains 12805 members 
Mstep: Class 44 contains 685 members 
Mstep: Class 45 contains 2176 members 
Mstep: Class 46 contains 1946 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100302712.000000 Penalty: 99580.367188
Iteration 169Q: 46 clusters Score -1.003027e+08 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 13536 members 
Mstep: Class 2 contains 27255 members 
Mstep: Class 3 contains 50630 members 
Mstep: Class 4 contains 7974 members 
Mstep: Class 5 contains 4396 members 
Mstep: Class 6 contains 3993 members 
Mstep: Class 7 contains 74538 members 
Mstep: Class 8 contains 16431 members 
Mstep: Class 9 contains 21828 members 
Mstep: Class 10 contains 33667 members 
Mstep: Class 11 contains 44818 members 
Mstep: Class 12 contains 12386 members 
Mstep: Class 13 contains 17315 members 
Mstep: Class 14 contains 17924 members 
Mstep: Class 15 contains 466 members 
Mstep: Class 16 contains 8544 members 
Mstep: Class 17 contains 6278 members 
Mstep: Class 18 contains 2842 members 
Mstep: Class 19 contains 3258 members 
Mstep: Class 20 contains 33132 members 
Mstep: Class 21 contains 36520 members 
Mstep: Class 22 contains 25863 members 
Mstep: Class 23 contains 4857 members 
Mstep: Class 24 contains 33647 members 
Mstep: Class 25 contains 2489 members 
Mstep: Class 26 contains 9783 members 
Mstep: Class 27 contains 4447 members 
Mstep: Class 28 contains 38218 members 
Mstep: Class 29 contains 4548 members 
Mstep: Class 30 contains 1826 members 
Mstep: Class 31 contains 3314 members 
Mstep: Class 32 contains 987 members 
Mstep: Class 33 contains 16518 members 
Mstep: Class 34 contains 3060 members 
Mstep: Class 35 contains 147902 members 
Mstep: Class 36 contains 11518 members 
Mstep: Class 37 contains 1761 members 
Mstep: Class 38 contains 22613 members 
Mstep: Class 39 contains 2533 members 
Mstep: Class 41 contains 11822 members 
Mstep: Class 42 contains 17526 members 
Mstep: Class 43 contains 12804 members 
Mstep: Class 44 contains 685 members 
Mstep: Class 45 contains 2176 members 
Mstep: Class 46 contains 1946 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100302784.000000 Penalty: 99580.367188
Iteration 170Q: 46 clusters Score -1.003028e+08 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 13536 members 
Mstep: Class 2 contains 27255 members 
Mstep: Class 3 contains 50625 members 
Mstep: Class 4 contains 7974 members 
Mstep: Class 5 contains 4396 members 
Mstep: Class 6 contains 3994 members 
Mstep: Class 7 contains 74539 members 
Mstep: Class 8 contains 16433 members 
Mstep: Class 9 contains 21828 members 
Mstep: Class 10 contains 33662 members 
Mstep: Class 11 contains 44809 members 
Mstep: Class 12 contains 12387 members 
Mstep: Class 13 contains 17315 members 
Mstep: Class 14 contains 17924 members 
Mstep: Class 15 contains 466 members 
Mstep: Class 16 contains 8543 members 
Mstep: Class 17 contains 6278 members 
Mstep: Class 18 contains 2842 members 
Mstep: Class 19 contains 3258 members 
Mstep: Class 20 contains 33132 members 
Mstep: Class 21 contains 36521 members 
Mstep: Class 22 contains 25864 members 
Mstep: Class 23 contains 4857 members 
Mstep: Class 24 contains 33649 members 
Mstep: Class 25 contains 2489 members 
Mstep: Class 26 contains 9783 members 
Mstep: Class 27 contains 4445 members 
Mstep: Class 28 contains 38218 members 
Mstep: Class 29 contains 4547 members 
Mstep: Class 30 contains 1826 members 
Mstep: Class 31 contains 3314 members 
Mstep: Class 32 contains 987 members 
Mstep: Class 33 contains 16532 members 
Mstep: Class 34 contains 3060 members 
Mstep: Class 35 contains 147902 members 
Mstep: Class 36 contains 11518 members 
Mstep: Class 37 contains 1761 members 
Mstep: Class 38 contains 22613 members 
Mstep: Class 39 contains 2533 members 
Mstep: Class 41 contains 11820 members 
Mstep: Class 42 contains 17528 members 
Mstep: Class 43 contains 12804 members 
Mstep: Class 44 contains 685 members 
Mstep: Class 45 contains 2176 members 
Mstep: Class 46 contains 1946 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100302656.000000 Penalty: 99580.367188
Iteration 171Q: 46 clusters Score -1.003027e+08 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 13536 members 
Mstep: Class 2 contains 27255 members 
Mstep: Class 3 contains 50624 members 
Mstep: Class 4 contains 7974 members 
Mstep: Class 5 contains 4396 members 
Mstep: Class 6 contains 3995 members 
Mstep: Class 7 contains 74540 members 
Mstep: Class 8 contains 16430 members 
Mstep: Class 9 contains 21829 members 
Mstep: Class 10 contains 33663 members 
Mstep: Class 11 contains 44799 members 
Mstep: Class 12 contains 12386 members 
Mstep: Class 13 contains 17315 members 
Mstep: Class 14 contains 17924 members 
Mstep: Class 15 contains 466 members 
Mstep: Class 16 contains 8543 members 
Mstep: Class 17 contains 6278 members 
Mstep: Class 18 contains 2842 members 
Mstep: Class 19 contains 3258 members 
Mstep: Class 20 contains 33131 members 
Mstep: Class 21 contains 36521 members 
Mstep: Class 22 contains 25864 members 
Mstep: Class 23 contains 4856 members 
Mstep: Class 24 contains 33650 members 
Mstep: Class 25 contains 2489 members 
Mstep: Class 26 contains 9783 members 
Mstep: Class 27 contains 4444 members 
Mstep: Class 28 contains 38218 members 
Mstep: Class 29 contains 4548 members 
Mstep: Class 30 contains 1826 members 
Mstep: Class 31 contains 3314 members 
Mstep: Class 32 contains 987 members 
Mstep: Class 33 contains 16543 members 
Mstep: Class 34 contains 3060 members 
Mstep: Class 35 contains 147904 members 
Mstep: Class 36 contains 11517 members 
Mstep: Class 37 contains 1761 members 
Mstep: Class 38 contains 22613 members 
Mstep: Class 39 contains 2532 members 
Mstep: Class 41 contains 11820 members 
Mstep: Class 42 contains 17529 members 
Mstep: Class 43 contains 12804 members 
Mstep: Class 44 contains 685 members 
Mstep: Class 45 contains 2176 members 
Mstep: Class 46 contains 1946 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100302600.000000 Penalty: 99580.367188
Iteration 172Q: 46 clusters Score -1.003026e+08 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 13536 members 
Mstep: Class 2 contains 27255 members 
Mstep: Class 3 contains 50622 members 
Mstep: Class 4 contains 7975 members 
Mstep: Class 5 contains 4396 members 
Mstep: Class 6 contains 3995 members 
Mstep: Class 7 contains 74539 members 
Mstep: Class 8 contains 16429 members 
Mstep: Class 9 contains 21829 members 
Mstep: Class 10 contains 33663 members 
Mstep: Class 11 contains 44788 members 
Mstep: Class 12 contains 12387 members 
Mstep: Class 13 contains 17315 members 
Mstep: Class 14 contains 17923 members 
Mstep: Class 15 contains 466 members 
Mstep: Class 16 contains 8542 members 
Mstep: Class 17 contains 6277 members 
Mstep: Class 18 contains 2842 members 
Mstep: Class 19 contains 3258 members 
Mstep: Class 20 contains 33130 members 
Mstep: Class 21 contains 36521 members 
Mstep: Class 22 contains 25864 members 
Mstep: Class 23 contains 4856 members 
Mstep: Class 24 contains 33650 members 
Mstep: Class 25 contains 2489 members 
Mstep: Class 26 contains 9782 members 
Mstep: Class 27 contains 4444 members 
Mstep: Class 28 contains 38219 members 
Mstep: Class 29 contains 4548 members 
Mstep: Class 30 contains 1826 members 
Mstep: Class 31 contains 3314 members 
Mstep: Class 32 contains 987 members 
Mstep: Class 33 contains 16561 members 
Mstep: Class 34 contains 3060 members 
Mstep: Class 35 contains 147904 members 
Mstep: Class 36 contains 11517 members 
Mstep: Class 37 contains 1761 members 
Mstep: Class 38 contains 22613 members 
Mstep: Class 39 contains 2531 members 
Mstep: Class 41 contains 11819 members 
Mstep: Class 42 contains 17530 members 
Mstep: Class 43 contains 12804 members 
Mstep: Class 44 contains 685 members 
Mstep: Class 45 contains 2176 members 
Mstep: Class 46 contains 1946 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100302520.000000 Penalty: 99580.367188
Iteration 173Q: 46 clusters Score -1.003025e+08 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 13536 members 
Mstep: Class 2 contains 27257 members 
Mstep: Class 3 contains 50619 members 
Mstep: Class 4 contains 7976 members 
Mstep: Class 5 contains 4396 members 
Mstep: Class 6 contains 3994 members 
Mstep: Class 7 contains 74542 members 
Mstep: Class 8 contains 16429 members 
Mstep: Class 9 contains 21829 members 
Mstep: Class 10 contains 33659 members 
Mstep: Class 11 contains 44777 members 
Mstep: Class 12 contains 12387 members 
Mstep: Class 13 contains 17316 members 
Mstep: Class 14 contains 17923 members 
Mstep: Class 15 contains 466 members 
Mstep: Class 16 contains 8542 members 
Mstep: Class 17 contains 6276 members 
Mstep: Class 18 contains 2842 members 
Mstep: Class 19 contains 3258 members 
Mstep: Class 20 contains 33127 members 
Mstep: Class 21 contains 36521 members 
Mstep: Class 22 contains 25866 members 
Mstep: Class 23 contains 4856 members 
Mstep: Class 24 contains 33649 members 
Mstep: Class 25 contains 2489 members 
Mstep: Class 26 contains 9782 members 
Mstep: Class 27 contains 4445 members 
Mstep: Class 28 contains 38218 members 
Mstep: Class 29 contains 4548 members 
Mstep: Class 30 contains 1826 members 
Mstep: Class 31 contains 3314 members 
Mstep: Class 32 contains 987 members 
Mstep: Class 33 contains 16578 members 
Mstep: Class 34 contains 3060 members 
Mstep: Class 35 contains 147905 members 
Mstep: Class 36 contains 11517 members 
Mstep: Class 37 contains 1761 members 
Mstep: Class 38 contains 22613 members 
Mstep: Class 39 contains 2531 members 
Mstep: Class 41 contains 11819 members 
Mstep: Class 42 contains 17528 members 
Mstep: Class 43 contains 12803 members 
Mstep: Class 44 contains 685 members 
Mstep: Class 45 contains 2176 members 
Mstep: Class 46 contains 1946 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100302528.000000 Penalty: 99580.367188
Iteration 174Q: 46 clusters Score -1.003025e+08 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 13536 members 
Mstep: Class 2 contains 27258 members 
Mstep: Class 3 contains 50619 members 
Mstep: Class 4 contains 7976 members 
Mstep: Class 5 contains 4396 members 
Mstep: Class 6 contains 3993 members 
Mstep: Class 7 contains 74542 members 
Mstep: Class 8 contains 16430 members 
Mstep: Class 9 contains 21829 members 
Mstep: Class 10 contains 33658 members 
Mstep: Class 11 contains 44758 members 
Mstep: Class 12 contains 12387 members 
Mstep: Class 13 contains 17316 members 
Mstep: Class 14 contains 17922 members 
Mstep: Class 15 contains 466 members 
Mstep: Class 16 contains 8542 members 
Mstep: Class 17 contains 6274 members 
Mstep: Class 18 contains 2843 members 
Mstep: Class 19 contains 3258 members 
Mstep: Class 20 contains 33124 members 
Mstep: Class 21 contains 36521 members 
Mstep: Class 22 contains 25867 members 
Mstep: Class 23 contains 4856 members 
Mstep: Class 24 contains 33649 members 
Mstep: Class 25 contains 2489 members 
Mstep: Class 26 contains 9783 members 
Mstep: Class 27 contains 4447 members 
Mstep: Class 28 contains 38220 members 
Mstep: Class 29 contains 4548 members 
Mstep: Class 30 contains 1826 members 
Mstep: Class 31 contains 3314 members 
Mstep: Class 32 contains 987 members 
Mstep: Class 33 contains 16590 members 
Mstep: Class 34 contains 3060 members 
Mstep: Class 35 contains 147908 members 
Mstep: Class 36 contains 11518 members 
Mstep: Class 37 contains 1761 members 
Mstep: Class 38 contains 22613 members 
Mstep: Class 39 contains 2531 members 
Mstep: Class 41 contains 11820 members 
Mstep: Class 42 contains 17529 members 
Mstep: Class 43 contains 12803 members 
Mstep: Class 44 contains 685 members 
Mstep: Class 45 contains 2176 members 
Mstep: Class 46 contains 1946 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100302512.000000 Penalty: 99580.367188
Iteration 175Q: 46 clusters Score -1.003025e+08 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 13536 members 
Mstep: Class 2 contains 27259 members 
Mstep: Class 3 contains 50619 members 
Mstep: Class 4 contains 7976 members 
Mstep: Class 5 contains 4396 members 
Mstep: Class 6 contains 3993 members 
Mstep: Class 7 contains 74545 members 
Mstep: Class 8 contains 16431 members 
Mstep: Class 9 contains 21829 members 
Mstep: Class 10 contains 33657 members 
Mstep: Class 11 contains 44745 members 
Mstep: Class 12 contains 12387 members 
Mstep: Class 13 contains 17316 members 
Mstep: Class 14 contains 17921 members 
Mstep: Class 15 contains 466 members 
Mstep: Class 16 contains 8542 members 
Mstep: Class 17 contains 6274 members 
Mstep: Class 18 contains 2844 members 
Mstep: Class 19 contains 3258 members 
Mstep: Class 20 contains 33121 members 
Mstep: Class 21 contains 36521 members 
Mstep: Class 22 contains 25868 members 
Mstep: Class 23 contains 4856 members 
Mstep: Class 24 contains 33650 members 
Mstep: Class 25 contains 2489 members 
Mstep: Class 26 contains 9784 members 
Mstep: Class 27 contains 4444 members 
Mstep: Class 28 contains 38221 members 
Mstep: Class 29 contains 4547 members 
Mstep: Class 30 contains 1826 members 
Mstep: Class 31 contains 3313 members 
Mstep: Class 32 contains 987 members 
Mstep: Class 33 contains 16598 members 
Mstep: Class 34 contains 3060 members 
Mstep: Class 35 contains 147911 members 
Mstep: Class 36 contains 11520 members 
Mstep: Class 37 contains 1761 members 
Mstep: Class 38 contains 22613 members 
Mstep: Class 39 contains 2531 members 
Mstep: Class 41 contains 11819 members 
Mstep: Class 42 contains 17530 members 
Mstep: Class 43 contains 12803 members 
Mstep: Class 44 contains 685 members 
Mstep: Class 45 contains 2176 members 
Mstep: Class 46 contains 1946 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100302568.000000 Penalty: 99580.367188
Iteration 176Q: 46 clusters Score -1.003026e+08 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 13536 members 
Mstep: Class 2 contains 27260 members 
Mstep: Class 3 contains 50618 members 
Mstep: Class 4 contains 7976 members 
Mstep: Class 5 contains 4395 members 
Mstep: Class 6 contains 3994 members 
Mstep: Class 7 contains 74545 members 
Mstep: Class 8 contains 16432 members 
Mstep: Class 9 contains 21829 members 
Mstep: Class 10 contains 33659 members 
Mstep: Class 11 contains 44733 members 
Mstep: Class 12 contains 12388 members 
Mstep: Class 13 contains 17316 members 
Mstep: Class 14 contains 17919 members 
Mstep: Class 15 contains 466 members 
Mstep: Class 16 contains 8542 members 
Mstep: Class 17 contains 6274 members 
Mstep: Class 18 contains 2846 members 
Mstep: Class 19 contains 3258 members 
Mstep: Class 20 contains 33121 members 
Mstep: Class 21 contains 36521 members 
Mstep: Class 22 contains 25869 members 
Mstep: Class 23 contains 4856 members 
Mstep: Class 24 contains 33654 members 
Mstep: Class 25 contains 2489 members 
Mstep: Class 26 contains 9783 members 
Mstep: Class 27 contains 4442 members 
Mstep: Class 28 contains 38221 members 
Mstep: Class 29 contains 4546 members 
Mstep: Class 30 contains 1826 members 
Mstep: Class 31 contains 3313 members 
Mstep: Class 32 contains 987 members 
Mstep: Class 33 contains 16597 members 
Mstep: Class 34 contains 3060 members 
Mstep: Class 35 contains 147913 members 
Mstep: Class 36 contains 11525 members 
Mstep: Class 37 contains 1761 members 
Mstep: Class 38 contains 22613 members 
Mstep: Class 39 contains 2531 members 
Mstep: Class 41 contains 11818 members 
Mstep: Class 42 contains 17531 members 
Mstep: Class 43 contains 12804 members 
Mstep: Class 44 contains 685 members 
Mstep: Class 45 contains 2176 members 
Mstep: Class 46 contains 1946 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100302608.000000 Penalty: 99580.367188
Iteration 177Q: 46 clusters Score -1.003026e+08 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 13536 members 
Mstep: Class 2 contains 27259 members 
Mstep: Class 3 contains 50618 members 
Mstep: Class 4 contains 7977 members 
Mstep: Class 5 contains 4393 members 
Mstep: Class 6 contains 3994 members 
Mstep: Class 7 contains 74547 members 
Mstep: Class 8 contains 16431 members 
Mstep: Class 9 contains 21829 members 
Mstep: Class 10 contains 33657 members 
Mstep: Class 11 contains 44726 members 
Mstep: Class 12 contains 12388 members 
Mstep: Class 13 contains 17316 members 
Mstep: Class 14 contains 17918 members 
Mstep: Class 15 contains 466 members 
Mstep: Class 16 contains 8542 members 
Mstep: Class 17 contains 6274 members 
Mstep: Class 18 contains 2846 members 
Mstep: Class 19 contains 3258 members 
Mstep: Class 20 contains 33117 members 
Mstep: Class 21 contains 36520 members 
Mstep: Class 22 contains 25872 members 
Mstep: Class 23 contains 4856 members 
Mstep: Class 24 contains 33654 members 
Mstep: Class 25 contains 2489 members 
Mstep: Class 26 contains 9783 members 
Mstep: Class 27 contains 4440 members 
Mstep: Class 28 contains 38222 members 
Mstep: Class 29 contains 4545 members 
Mstep: Class 30 contains 1826 members 
Mstep: Class 31 contains 3313 members 
Mstep: Class 32 contains 987 members 
Mstep: Class 33 contains 16603 members 
Mstep: Class 34 contains 3060 members 
Mstep: Class 35 contains 147919 members 
Mstep: Class 36 contains 11530 members 
Mstep: Class 37 contains 1761 members 
Mstep: Class 38 contains 22613 members 
Mstep: Class 39 contains 2531 members 
Mstep: Class 41 contains 11816 members 
Mstep: Class 42 contains 17531 members 
Mstep: Class 43 contains 12804 members 
Mstep: Class 44 contains 685 members 
Mstep: Class 45 contains 2176 members 
Mstep: Class 46 contains 1946 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100302680.000000 Penalty: 99580.367188
Iteration 178Q: 46 clusters Score -1.003027e+08 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 13536 members 
Mstep: Class 2 contains 27260 members 
Mstep: Class 3 contains 50616 members 
Mstep: Class 4 contains 7977 members 
Mstep: Class 5 contains 4392 members 
Mstep: Class 6 contains 3994 members 
Mstep: Class 7 contains 74548 members 
Mstep: Class 8 contains 16431 members 
Mstep: Class 9 contains 21830 members 
Mstep: Class 10 contains 33654 members 
Mstep: Class 11 contains 44713 members 
Mstep: Class 12 contains 12389 members 
Mstep: Class 13 contains 17316 members 
Mstep: Class 14 contains 17918 members 
Mstep: Class 15 contains 466 members 
Mstep: Class 16 contains 8542 members 
Mstep: Class 17 contains 6273 members 
Mstep: Class 18 contains 2847 members 
Mstep: Class 19 contains 3258 members 
Mstep: Class 20 contains 33113 members 
Mstep: Class 21 contains 36520 members 
Mstep: Class 22 contains 25874 members 
Mstep: Class 23 contains 4856 members 
Mstep: Class 24 contains 33653 members 
Mstep: Class 25 contains 2489 members 
Mstep: Class 26 contains 9783 members 
Mstep: Class 27 contains 4439 members 
Mstep: Class 28 contains 38224 members 
Mstep: Class 29 contains 4545 members 
Mstep: Class 30 contains 1825 members 
Mstep: Class 31 contains 3313 members 
Mstep: Class 32 contains 987 members 
Mstep: Class 33 contains 16611 members 
Mstep: Class 34 contains 3060 members 
Mstep: Class 35 contains 147925 members 
Mstep: Class 36 contains 11533 members 
Mstep: Class 37 contains 1761 members 
Mstep: Class 38 contains 22611 members 
Mstep: Class 39 contains 2531 members 
Mstep: Class 41 contains 11816 members 
Mstep: Class 42 contains 17534 members 
Mstep: Class 43 contains 12804 members 
Mstep: Class 44 contains 685 members 
Mstep: Class 45 contains 2176 members 
Mstep: Class 46 contains 1946 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100302648.000000 Penalty: 99580.367188
Iteration 179Q: 46 clusters Score -1.003026e+08 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 13536 members 
Mstep: Class 2 contains 27260 members 
Mstep: Class 3 contains 50614 members 
Mstep: Class 4 contains 7977 members 
Mstep: Class 5 contains 4392 members 
Mstep: Class 6 contains 3994 members 
Mstep: Class 7 contains 74548 members 
Mstep: Class 8 contains 16431 members 
Mstep: Class 9 contains 21831 members 
Mstep: Class 10 contains 33655 members 
Mstep: Class 11 contains 44699 members 
Mstep: Class 12 contains 12389 members 
Mstep: Class 13 contains 17316 members 
Mstep: Class 14 contains 17917 members 
Mstep: Class 15 contains 466 members 
Mstep: Class 16 contains 8542 members 
Mstep: Class 17 contains 6273 members 
Mstep: Class 18 contains 2846 members 
Mstep: Class 19 contains 3258 members 
Mstep: Class 20 contains 33111 members 
Mstep: Class 21 contains 36521 members 
Mstep: Class 22 contains 25876 members 
Mstep: Class 23 contains 4856 members 
Mstep: Class 24 contains 33653 members 
Mstep: Class 25 contains 2489 members 
Mstep: Class 26 contains 9783 members 
Mstep: Class 27 contains 4439 members 
Mstep: Class 28 contains 38227 members 
Mstep: Class 29 contains 4545 members 
Mstep: Class 30 contains 1825 members 
Mstep: Class 31 contains 3313 members 
Mstep: Class 32 contains 987 members 
Mstep: Class 33 contains 16622 members 
Mstep: Class 34 contains 3061 members 
Mstep: Class 35 contains 147924 members 
Mstep: Class 36 contains 11534 members 
Mstep: Class 37 contains 1761 members 
Mstep: Class 38 contains 22609 members 
Mstep: Class 39 contains 2531 members 
Mstep: Class 41 contains 11816 members 
Mstep: Class 42 contains 17536 members 
Mstep: Class 43 contains 12804 members 
Mstep: Class 44 contains 685 members 
Mstep: Class 45 contains 2176 members 
Mstep: Class 46 contains 1946 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100302744.000000 Penalty: 99580.367188
Iteration 180F: 46 clusters Score -1.003027e+08 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 13536 members 
Mstep: Class 2 contains 27261 members 
Mstep: Class 3 contains 50612 members 
Mstep: Class 4 contains 7977 members 
Mstep: Class 5 contains 4392 members 
Mstep: Class 6 contains 3994 members 
Mstep: Class 7 contains 74548 members 
Mstep: Class 8 contains 16430 members 
Mstep: Class 9 contains 21831 members 
Mstep: Class 10 contains 33651 members 
Mstep: Class 11 contains 44691 members 
Mstep: Class 12 contains 12389 members 
Mstep: Class 13 contains 17316 members 
Mstep: Class 14 contains 17917 members 
Mstep: Class 15 contains 466 members 
Mstep: Class 16 contains 8542 members 
Mstep: Class 17 contains 6273 members 
Mstep: Class 18 contains 2846 members 
Mstep: Class 19 contains 3258 members 
Mstep: Class 20 contains 33108 members 
Mstep: Class 21 contains 36522 members 
Mstep: Class 22 contains 25877 members 
Mstep: Class 23 contains 4857 members 
Mstep: Class 24 contains 33653 members 
Mstep: Class 25 contains 2490 members 
Mstep: Class 26 contains 9785 members 
Mstep: Class 27 contains 4439 members 
Mstep: Class 28 contains 38231 members 
Mstep: Class 29 contains 4546 members 
Mstep: Class 30 contains 1825 members 
Mstep: Class 31 contains 3314 members 
Mstep: Class 32 contains 987 members 
Mstep: Class 33 contains 16629 members 
Mstep: Class 34 contains 3062 members 
Mstep: Class 35 contains 147924 members 
Mstep: Class 36 contains 11533 members 
Mstep: Class 37 contains 1761 members 
Mstep: Class 38 contains 22608 members 
Mstep: Class 39 contains 2531 members 
Mstep: Class 41 contains 11818 members 
Mstep: Class 42 contains 17536 members 
Mstep: Class 43 contains 12802 members 
Mstep: Class 44 contains 685 members 
Mstep: Class 45 contains 2175 members 
Mstep: Class 46 contains 1946 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100302640.000000 Penalty: 99580.367188
Iteration 181Q: 46 clusters Score -1.003026e+08 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 13536 members 
Mstep: Class 2 contains 27262 members 
Mstep: Class 3 contains 50609 members 
Mstep: Class 4 contains 7977 members 
Mstep: Class 5 contains 4392 members 
Mstep: Class 6 contains 3994 members 
Mstep: Class 7 contains 74547 members 
Mstep: Class 8 contains 16428 members 
Mstep: Class 9 contains 21831 members 
Mstep: Class 10 contains 33648 members 
Mstep: Class 11 contains 44683 members 
Mstep: Class 12 contains 12389 members 
Mstep: Class 13 contains 17316 members 
Mstep: Class 14 contains 17917 members 
Mstep: Class 15 contains 466 members 
Mstep: Class 16 contains 8542 members 
Mstep: Class 17 contains 6273 members 
Mstep: Class 18 contains 2846 members 
Mstep: Class 19 contains 3258 members 
Mstep: Class 20 contains 33107 members 
Mstep: Class 21 contains 36523 members 
Mstep: Class 22 contains 25879 members 
Mstep: Class 23 contains 4858 members 
Mstep: Class 24 contains 33655 members 
Mstep: Class 25 contains 2490 members 
Mstep: Class 26 contains 9785 members 
Mstep: Class 27 contains 4438 members 
Mstep: Class 28 contains 38233 members 
Mstep: Class 29 contains 4546 members 
Mstep: Class 30 contains 1825 members 
Mstep: Class 31 contains 3314 members 
Mstep: Class 32 contains 987 members 
Mstep: Class 33 contains 16635 members 
Mstep: Class 34 contains 3062 members 
Mstep: Class 35 contains 147928 members 
Mstep: Class 36 contains 11533 members 
Mstep: Class 37 contains 1761 members 
Mstep: Class 38 contains 22608 members 
Mstep: Class 39 contains 2531 members 
Mstep: Class 41 contains 11818 members 
Mstep: Class 42 contains 17537 members 
Mstep: Class 43 contains 12802 members 
Mstep: Class 44 contains 685 members 
Mstep: Class 45 contains 2174 members 
Mstep: Class 46 contains 1946 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100302680.000000 Penalty: 99580.367188
Iteration 182Q: 46 clusters Score -1.003027e+08 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 13536 members 
Mstep: Class 2 contains 27263 members 
Mstep: Class 3 contains 50606 members 
Mstep: Class 4 contains 7977 members 
Mstep: Class 5 contains 4392 members 
Mstep: Class 6 contains 3994 members 
Mstep: Class 7 contains 74548 members 
Mstep: Class 8 contains 16427 members 
Mstep: Class 9 contains 21831 members 
Mstep: Class 10 contains 33646 members 
Mstep: Class 11 contains 44674 members 
Mstep: Class 12 contains 12389 members 
Mstep: Class 13 contains 17316 members 
Mstep: Class 14 contains 17917 members 
Mstep: Class 15 contains 466 members 
Mstep: Class 16 contains 8542 members 
Mstep: Class 17 contains 6273 members 
Mstep: Class 18 contains 2847 members 
Mstep: Class 19 contains 3258 members 
Mstep: Class 20 contains 33105 members 
Mstep: Class 21 contains 36524 members 
Mstep: Class 22 contains 25879 members 
Mstep: Class 23 contains 4858 members 
Mstep: Class 24 contains 33654 members 
Mstep: Class 25 contains 2490 members 
Mstep: Class 26 contains 9786 members 
Mstep: Class 27 contains 4437 members 
Mstep: Class 28 contains 38234 members 
Mstep: Class 29 contains 4546 members 
Mstep: Class 30 contains 1825 members 
Mstep: Class 31 contains 3314 members 
Mstep: Class 32 contains 987 members 
Mstep: Class 33 contains 16643 members 
Mstep: Class 34 contains 3062 members 
Mstep: Class 35 contains 147930 members 
Mstep: Class 36 contains 11534 members 
Mstep: Class 37 contains 1761 members 
Mstep: Class 38 contains 22608 members 
Mstep: Class 39 contains 2531 members 
Mstep: Class 41 contains 11819 members 
Mstep: Class 42 contains 17539 members 
Mstep: Class 43 contains 12802 members 
Mstep: Class 44 contains 685 members 
Mstep: Class 45 contains 2173 members 
Mstep: Class 46 contains 1946 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100302688.000000 Penalty: 99580.367188
Iteration 183Q: 46 clusters Score -1.003027e+08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 13536 members 
Mstep: Class 2 contains 27263 members 
Mstep: Class 3 contains 50604 members 
Mstep: Class 4 contains 7977 members 
Mstep: Class 5 contains 4392 members 
Mstep: Class 6 contains 3995 members 
Mstep: Class 7 contains 74548 members 
Mstep: Class 8 contains 16427 members 
Mstep: Class 9 contains 21831 members 
Mstep: Class 10 contains 33646 members 
Mstep: Class 11 contains 44665 members 
Mstep: Class 12 contains 12389 members 
Mstep: Class 13 contains 17316 members 
Mstep: Class 14 contains 17917 members 
Mstep: Class 15 contains 466 members 
Mstep: Class 16 contains 8541 members 
Mstep: Class 17 contains 6273 members 
Mstep: Class 18 contains 2847 members 
Mstep: Class 19 contains 3258 members 
Mstep: Class 20 contains 33105 members 
Mstep: Class 21 contains 36526 members 
Mstep: Class 22 contains 25879 members 
Mstep: Class 23 contains 4858 members 
Mstep: Class 24 contains 33654 members 
Mstep: Class 25 contains 2490 members 
Mstep: Class 26 contains 9786 members 
Mstep: Class 27 contains 4437 members 
Mstep: Class 28 contains 38236 members 
Mstep: Class 29 contains 4546 members 
Mstep: Class 30 contains 1825 members 
Mstep: Class 31 contains 3314 members 
Mstep: Class 32 contains 987 members 
Mstep: Class 33 contains 16647 members 
Mstep: Class 34 contains 3062 members 
Mstep: Class 35 contains 147931 members 
Mstep: Class 36 contains 11535 members 
Mstep: Class 37 contains 1761 members 
Mstep: Class 38 contains 22608 members 
Mstep: Class 39 contains 2531 members 
Mstep: Class 41 contains 11817 members 
Mstep: Class 42 contains 17541 members 
Mstep: Class 43 contains 12802 members 
Mstep: Class 44 contains 685 members 
Mstep: Class 45 contains 2174 members 
Mstep: Class 46 contains 1946 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100302720.000000 Penalty: 99580.367188
Iteration 184Q: 46 clusters Score -1.003027e+08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 13536 members 
Mstep: Class 2 contains 27263 members 
Mstep: Class 3 contains 50602 members 
Mstep: Class 4 contains 7977 members 
Mstep: Class 5 contains 4392 members 
Mstep: Class 6 contains 3995 members 
Mstep: Class 7 contains 74547 members 
Mstep: Class 8 contains 16427 members 
Mstep: Class 9 contains 21831 members 
Mstep: Class 10 contains 33645 members 
Mstep: Class 11 contains 44656 members 
Mstep: Class 12 contains 12389 members 
Mstep: Class 13 contains 17316 members 
Mstep: Class 14 contains 17917 members 
Mstep: Class 15 contains 466 members 
Mstep: Class 16 contains 8541 members 
Mstep: Class 17 contains 6273 members 
Mstep: Class 18 contains 2847 members 
Mstep: Class 19 contains 3258 members 
Mstep: Class 20 contains 33105 members 
Mstep: Class 21 contains 36527 members 
Mstep: Class 22 contains 25879 members 
Mstep: Class 23 contains 4858 members 
Mstep: Class 24 contains 33654 members 
Mstep: Class 25 contains 2490 members 
Mstep: Class 26 contains 9786 members 
Mstep: Class 27 contains 4438 members 
Mstep: Class 28 contains 38239 members 
Mstep: Class 29 contains 4546 members 
Mstep: Class 30 contains 1825 members 
Mstep: Class 31 contains 3314 members 
Mstep: Class 32 contains 987 members 
Mstep: Class 33 contains 16651 members 
Mstep: Class 34 contains 3062 members 
Mstep: Class 35 contains 147932 members 
Mstep: Class 36 contains 11537 members 
Mstep: Class 37 contains 1761 members 
Mstep: Class 38 contains 22608 members 
Mstep: Class 39 contains 2531 members 
Mstep: Class 41 contains 11817 members 
Mstep: Class 42 contains 17542 members 
Mstep: Class 43 contains 12803 members 
Mstep: Class 44 contains 685 members 
Mstep: Class 45 contains 2173 members 
Mstep: Class 46 contains 1946 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100302768.000000 Penalty: 99580.367188
Iteration 185Q: 46 clusters Score -1.003028e+08 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 13536 members 
Mstep: Class 2 contains 27263 members 
Mstep: Class 3 contains 50601 members 
Mstep: Class 4 contains 7977 members 
Mstep: Class 5 contains 4392 members 
Mstep: Class 6 contains 3995 members 
Mstep: Class 7 contains 74547 members 
Mstep: Class 8 contains 16428 members 
Mstep: Class 9 contains 21831 members 
Mstep: Class 10 contains 33644 members 
Mstep: Class 11 contains 44649 members 
Mstep: Class 12 contains 12389 members 
Mstep: Class 13 contains 17317 members 
Mstep: Class 14 contains 17917 members 
Mstep: Class 15 contains 466 members 
Mstep: Class 16 contains 8541 members 
Mstep: Class 17 contains 6273 members 
Mstep: Class 18 contains 2847 members 
Mstep: Class 19 contains 3258 members 
Mstep: Class 20 contains 33105 members 
Mstep: Class 21 contains 36528 members 
Mstep: Class 22 contains 25880 members 
Mstep: Class 23 contains 4858 members 
Mstep: Class 24 contains 33654 members 
Mstep: Class 25 contains 2491 members 
Mstep: Class 26 contains 9786 members 
Mstep: Class 27 contains 4439 members 
Mstep: Class 28 contains 38243 members 
Mstep: Class 29 contains 4546 members 
Mstep: Class 30 contains 1825 members 
Mstep: Class 31 contains 3314 members 
Mstep: Class 32 contains 987 members 
Mstep: Class 33 contains 16649 members 
Mstep: Class 34 contains 3062 members 
Mstep: Class 35 contains 147933 members 
Mstep: Class 36 contains 11536 members 
Mstep: Class 37 contains 1761 members 
Mstep: Class 38 contains 22608 members 
Mstep: Class 39 contains 2531 members 
Mstep: Class 41 contains 11817 members 
Mstep: Class 42 contains 17545 members 
Mstep: Class 43 contains 12802 members 
Mstep: Class 44 contains 685 members 
Mstep: Class 45 contains 2172 members 
Mstep: Class 46 contains 1946 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100302752.000000 Penalty: 99580.367188
Iteration 186Q: 46 clusters Score -1.003028e+08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 13536 members 
Mstep: Class 2 contains 27263 members 
Mstep: Class 3 contains 50600 members 
Mstep: Class 4 contains 7977 members 
Mstep: Class 5 contains 4392 members 
Mstep: Class 6 contains 3995 members 
Mstep: Class 7 contains 74547 members 
Mstep: Class 8 contains 16426 members 
Mstep: Class 9 contains 21831 members 
Mstep: Class 10 contains 33640 members 
Mstep: Class 11 contains 44647 members 
Mstep: Class 12 contains 12389 members 
Mstep: Class 13 contains 17317 members 
Mstep: Class 14 contains 17917 members 
Mstep: Class 15 contains 466 members 
Mstep: Class 16 contains 8541 members 
Mstep: Class 17 contains 6273 members 
Mstep: Class 18 contains 2847 members 
Mstep: Class 19 contains 3258 members 
Mstep: Class 20 contains 33105 members 
Mstep: Class 21 contains 36528 members 
Mstep: Class 22 contains 25883 members 
Mstep: Class 23 contains 4858 members 
Mstep: Class 24 contains 33655 members 
Mstep: Class 25 contains 2492 members 
Mstep: Class 26 contains 9786 members 
Mstep: Class 27 contains 4439 members 
Mstep: Class 28 contains 38244 members 
Mstep: Class 29 contains 4546 members 
Mstep: Class 30 contains 1825 members 
Mstep: Class 31 contains 3314 members 
Mstep: Class 32 contains 987 members 
Mstep: Class 33 contains 16650 members 
Mstep: Class 34 contains 3062 members 
Mstep: Class 35 contains 147933 members 
Mstep: Class 36 contains 11538 members 
Mstep: Class 37 contains 1761 members 
Mstep: Class 38 contains 22608 members 
Mstep: Class 39 contains 2531 members 
Mstep: Class 41 contains 11817 members 
Mstep: Class 42 contains 17547 members 
Mstep: Class 43 contains 12802 members 
Mstep: Class 44 contains 685 members 
Mstep: Class 45 contains 2170 members 
Mstep: Class 46 contains 1946 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100302680.000000 Penalty: 99580.367188
Iteration 187Q: 46 clusters Score -1.003027e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 13536 members 
Mstep: Class 2 contains 27263 members 
Mstep: Class 3 contains 50599 members 
Mstep: Class 4 contains 7977 members 
Mstep: Class 5 contains 4391 members 
Mstep: Class 6 contains 3995 members 
Mstep: Class 7 contains 74548 members 
Mstep: Class 8 contains 16425 members 
Mstep: Class 9 contains 21831 members 
Mstep: Class 10 contains 33637 members 
Mstep: Class 11 contains 44646 members 
Mstep: Class 12 contains 12390 members 
Mstep: Class 13 contains 17317 members 
Mstep: Class 14 contains 17917 members 
Mstep: Class 15 contains 466 members 
Mstep: Class 16 contains 8541 members 
Mstep: Class 17 contains 6273 members 
Mstep: Class 18 contains 2847 members 
Mstep: Class 19 contains 3258 members 
Mstep: Class 20 contains 33103 members 
Mstep: Class 21 contains 36528 members 
Mstep: Class 22 contains 25884 members 
Mstep: Class 23 contains 4858 members 
Mstep: Class 24 contains 33654 members 
Mstep: Class 25 contains 2494 members 
Mstep: Class 26 contains 9786 members 
Mstep: Class 27 contains 4439 members 
Mstep: Class 28 contains 38244 members 
Mstep: Class 29 contains 4546 members 
Mstep: Class 30 contains 1825 members 
Mstep: Class 31 contains 3314 members 
Mstep: Class 32 contains 987 members 
Mstep: Class 33 contains 16649 members 
Mstep: Class 34 contains 3063 members 
Mstep: Class 35 contains 147934 members 
Mstep: Class 36 contains 11542 members 
Mstep: Class 37 contains 1761 members 
Mstep: Class 38 contains 22608 members 
Mstep: Class 39 contains 2531 members 
Mstep: Class 41 contains 11818 members 
Mstep: Class 42 contains 17548 members 
Mstep: Class 43 contains 12800 members 
Mstep: Class 44 contains 685 members 
Mstep: Class 45 contains 2170 members 
Mstep: Class 46 contains 1946 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100302704.000000 Penalty: 99580.367188
Iteration 188Q: 46 clusters Score -1.003027e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 13536 members 
Mstep: Class 2 contains 27263 members 
Mstep: Class 3 contains 50598 members 
Mstep: Class 4 contains 7977 members 
Mstep: Class 5 contains 4389 members 
Mstep: Class 6 contains 3995 members 
Mstep: Class 7 contains 74548 members 
Mstep: Class 8 contains 16425 members 
Mstep: Class 9 contains 21831 members 
Mstep: Class 10 contains 33632 members 
Mstep: Class 11 contains 44647 members 
Mstep: Class 12 contains 12390 members 
Mstep: Class 13 contains 17317 members 
Mstep: Class 14 contains 17918 members 
Mstep: Class 15 contains 466 members 
Mstep: Class 16 contains 8541 members 
Mstep: Class 17 contains 6273 members 
Mstep: Class 18 contains 2847 members 
Mstep: Class 19 contains 3258 members 
Mstep: Class 20 contains 33102 members 
Mstep: Class 21 contains 36528 members 
Mstep: Class 22 contains 25886 members 
Mstep: Class 23 contains 4858 members 
Mstep: Class 24 contains 33654 members 
Mstep: Class 25 contains 2495 members 
Mstep: Class 26 contains 9787 members 
Mstep: Class 27 contains 4440 members 
Mstep: Class 28 contains 38244 members 
Mstep: Class 29 contains 4546 members 
Mstep: Class 30 contains 1825 members 
Mstep: Class 31 contains 3314 members 
Mstep: Class 32 contains 987 members 
Mstep: Class 33 contains 16649 members 
Mstep: Class 34 contains 3063 members 
Mstep: Class 35 contains 147936 members 
Mstep: Class 36 contains 11543 members 
Mstep: Class 37 contains 1761 members 
Mstep: Class 38 contains 22608 members 
Mstep: Class 39 contains 2531 members 
Mstep: Class 41 contains 11817 members 
Mstep: Class 42 contains 17549 members 
Mstep: Class 43 contains 12799 members 
Mstep: Class 44 contains 685 members 
Mstep: Class 45 contains 2170 members 
Mstep: Class 46 contains 1946 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100302696.000000 Penalty: 99580.367188
Iteration 189Q: 46 clusters Score -1.003027e+08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 13536 members 
Mstep: Class 2 contains 27263 members 
Mstep: Class 3 contains 50598 members 
Mstep: Class 4 contains 7977 members 
Mstep: Class 5 contains 4388 members 
Mstep: Class 6 contains 3995 members 
Mstep: Class 7 contains 74550 members 
Mstep: Class 8 contains 16423 members 
Mstep: Class 9 contains 21831 members 
Mstep: Class 10 contains 33628 members 
Mstep: Class 11 contains 44645 members 
Mstep: Class 12 contains 12390 members 
Mstep: Class 13 contains 17317 members 
Mstep: Class 14 contains 17918 members 
Mstep: Class 15 contains 466 members 
Mstep: Class 16 contains 8541 members 
Mstep: Class 17 contains 6272 members 
Mstep: Class 18 contains 2847 members 
Mstep: Class 19 contains 3258 members 
Mstep: Class 20 contains 33102 members 
Mstep: Class 21 contains 36528 members 
Mstep: Class 22 contains 25887 members 
Mstep: Class 23 contains 4857 members 
Mstep: Class 24 contains 33655 members 
Mstep: Class 25 contains 2495 members 
Mstep: Class 26 contains 9787 members 
Mstep: Class 27 contains 4442 members 
Mstep: Class 28 contains 38245 members 
Mstep: Class 29 contains 4546 members 
Mstep: Class 30 contains 1825 members 
Mstep: Class 31 contains 3314 members 
Mstep: Class 32 contains 987 members 
Mstep: Class 33 contains 16649 members 
Mstep: Class 34 contains 3063 members 
Mstep: Class 35 contains 147937 members 
Mstep: Class 36 contains 11546 members 
Mstep: Class 37 contains 1761 members 
Mstep: Class 38 contains 22608 members 
Mstep: Class 39 contains 2531 members 
Mstep: Class 41 contains 11816 members 
Mstep: Class 42 contains 17550 members 
Mstep: Class 43 contains 12799 members 
Mstep: Class 44 contains 685 members 
Mstep: Class 45 contains 2170 members 
Mstep: Class 46 contains 1946 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100302736.000000 Penalty: 99580.367188
Iteration 190Q: 46 clusters Score -1.003027e+08 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 13536 members 
Mstep: Class 2 contains 27263 members 
Mstep: Class 3 contains 50598 members 
Mstep: Class 4 contains 7977 members 
Mstep: Class 5 contains 4391 members 
Mstep: Class 6 contains 3995 members 
Mstep: Class 7 contains 74550 members 
Mstep: Class 8 contains 16423 members 
Mstep: Class 9 contains 21831 members 
Mstep: Class 10 contains 33621 members 
Mstep: Class 11 contains 44642 members 
Mstep: Class 12 contains 12390 members 
Mstep: Class 13 contains 17317 members 
Mstep: Class 14 contains 17917 members 
Mstep: Class 15 contains 466 members 
Mstep: Class 16 contains 8541 members 
Mstep: Class 17 contains 6273 members 
Mstep: Class 18 contains 2847 members 
Mstep: Class 19 contains 3258 members 
Mstep: Class 20 contains 33102 members 
Mstep: Class 21 contains 36528 members 
Mstep: Class 22 contains 25886 members 
Mstep: Class 23 contains 4855 members 
Mstep: Class 24 contains 33658 members 
Mstep: Class 25 contains 2495 members 
Mstep: Class 26 contains 9786 members 
Mstep: Class 27 contains 4443 members 
Mstep: Class 28 contains 38248 members 
Mstep: Class 29 contains 4547 members 
Mstep: Class 30 contains 1825 members 
Mstep: Class 31 contains 3314 members 
Mstep: Class 32 contains 987 members 
Mstep: Class 33 contains 16651 members 
Mstep: Class 34 contains 3063 members 
Mstep: Class 35 contains 147939 members 
Mstep: Class 36 contains 11545 members 
Mstep: Class 37 contains 1761 members 
Mstep: Class 38 contains 22608 members 
Mstep: Class 39 contains 2531 members 
Mstep: Class 41 contains 11817 members 
Mstep: Class 42 contains 17549 members 
Mstep: Class 43 contains 12799 members 
Mstep: Class 44 contains 685 members 
Mstep: Class 45 contains 2170 members 
Mstep: Class 46 contains 1946 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100302744.000000 Penalty: 99580.367188
Iteration 191Q: 46 clusters Score -1.003027e+08 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 13536 members 
Mstep: Class 2 contains 27263 members 
Mstep: Class 3 contains 50598 members 
Mstep: Class 4 contains 7976 members 
Mstep: Class 5 contains 4392 members 
Mstep: Class 6 contains 3995 members 
Mstep: Class 7 contains 74551 members 
Mstep: Class 8 contains 16423 members 
Mstep: Class 9 contains 21831 members 
Mstep: Class 10 contains 33617 members 
Mstep: Class 11 contains 44639 members 
Mstep: Class 12 contains 12390 members 
Mstep: Class 13 contains 17317 members 
Mstep: Class 14 contains 17917 members 
Mstep: Class 15 contains 466 members 
Mstep: Class 16 contains 8541 members 
Mstep: Class 17 contains 6273 members 
Mstep: Class 18 contains 2847 members 
Mstep: Class 19 contains 3258 members 
Mstep: Class 20 contains 33102 members 
Mstep: Class 21 contains 36528 members 
Mstep: Class 22 contains 25884 members 
Mstep: Class 23 contains 4856 members 
Mstep: Class 24 contains 33659 members 
Mstep: Class 25 contains 2495 members 
Mstep: Class 26 contains 9786 members 
Mstep: Class 27 contains 4443 members 
Mstep: Class 28 contains 38248 members 
Mstep: Class 29 contains 4547 members 
Mstep: Class 30 contains 1825 members 
Mstep: Class 31 contains 3314 members 
Mstep: Class 32 contains 987 members 
Mstep: Class 33 contains 16655 members 
Mstep: Class 34 contains 3063 members 
Mstep: Class 35 contains 147940 members 
Mstep: Class 36 contains 11546 members 
Mstep: Class 37 contains 1761 members 
Mstep: Class 38 contains 22608 members 
Mstep: Class 39 contains 2531 members 
Mstep: Class 41 contains 11816 members 
Mstep: Class 42 contains 17550 members 
Mstep: Class 43 contains 12799 members 
Mstep: Class 44 contains 685 members 
Mstep: Class 45 contains 2170 members 
Mstep: Class 46 contains 1946 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100302752.000000 Penalty: 99580.367188
Iteration 192Q: 46 clusters Score -1.003028e+08 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 13536 members 
Mstep: Class 2 contains 27263 members 
Mstep: Class 3 contains 50598 members 
Mstep: Class 4 contains 7976 members 
Mstep: Class 5 contains 4393 members 
Mstep: Class 6 contains 3995 members 
Mstep: Class 7 contains 74548 members 
Mstep: Class 8 contains 16423 members 
Mstep: Class 9 contains 21831 members 
Mstep: Class 10 contains 33614 members 
Mstep: Class 11 contains 44636 members 
Mstep: Class 12 contains 12390 members 
Mstep: Class 13 contains 17317 members 
Mstep: Class 14 contains 17917 members 
Mstep: Class 15 contains 466 members 
Mstep: Class 16 contains 8541 members 
Mstep: Class 17 contains 6273 members 
Mstep: Class 18 contains 2847 members 
Mstep: Class 19 contains 3258 members 
Mstep: Class 20 contains 33100 members 
Mstep: Class 21 contains 36527 members 
Mstep: Class 22 contains 25885 members 
Mstep: Class 23 contains 4858 members 
Mstep: Class 24 contains 33663 members 
Mstep: Class 25 contains 2495 members 
Mstep: Class 26 contains 9786 members 
Mstep: Class 27 contains 4442 members 
Mstep: Class 28 contains 38249 members 
Mstep: Class 29 contains 4547 members 
Mstep: Class 30 contains 1825 members 
Mstep: Class 31 contains 3314 members 
Mstep: Class 32 contains 987 members 
Mstep: Class 33 contains 16652 members 
Mstep: Class 34 contains 3063 members 
Mstep: Class 35 contains 147941 members 
Mstep: Class 36 contains 11548 members 
Mstep: Class 37 contains 1761 members 
Mstep: Class 38 contains 22608 members 
Mstep: Class 39 contains 2532 members 
Mstep: Class 41 contains 11818 members 
Mstep: Class 42 contains 17551 members 
Mstep: Class 43 contains 12799 members 
Mstep: Class 44 contains 685 members 
Mstep: Class 45 contains 2170 members 
Mstep: Class 46 contains 1946 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100302792.000000 Penalty: 99580.367188
Iteration 193Q: 46 clusters Score -1.003028e+08 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 13535 members 
Mstep: Class 2 contains 27263 members 
Mstep: Class 3 contains 50598 members 
Mstep: Class 4 contains 7976 members 
Mstep: Class 5 contains 4394 members 
Mstep: Class 6 contains 3995 members 
Mstep: Class 7 contains 74549 members 
Mstep: Class 8 contains 16423 members 
Mstep: Class 9 contains 21831 members 
Mstep: Class 10 contains 33614 members 
Mstep: Class 11 contains 44633 members 
Mstep: Class 12 contains 12390 members 
Mstep: Class 13 contains 17316 members 
Mstep: Class 14 contains 17917 members 
Mstep: Class 15 contains 466 members 
Mstep: Class 16 contains 8541 members 
Mstep: Class 17 contains 6273 members 
Mstep: Class 18 contains 2847 members 
Mstep: Class 19 contains 3258 members 
Mstep: Class 20 contains 33099 members 
Mstep: Class 21 contains 36527 members 
Mstep: Class 22 contains 25885 members 
Mstep: Class 23 contains 4860 members 
Mstep: Class 24 contains 33664 members 
Mstep: Class 25 contains 2495 members 
Mstep: Class 26 contains 9786 members 
Mstep: Class 27 contains 4438 members 
Mstep: Class 28 contains 38250 members 
Mstep: Class 29 contains 4547 members 
Mstep: Class 30 contains 1825 members 
Mstep: Class 31 contains 3314 members 
Mstep: Class 32 contains 987 members 
Mstep: Class 33 contains 16650 members 
Mstep: Class 34 contains 3063 members 
Mstep: Class 35 contains 147942 members 
Mstep: Class 36 contains 11547 members 
Mstep: Class 37 contains 1761 members 
Mstep: Class 38 contains 22607 members 
Mstep: Class 39 contains 2534 members 
Mstep: Class 41 contains 11819 members 
Mstep: Class 42 contains 17555 members 
Mstep: Class 43 contains 12799 members 
Mstep: Class 44 contains 685 members 
Mstep: Class 45 contains 2170 members 
Mstep: Class 46 contains 1946 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100302752.000000 Penalty: 99580.367188
Iteration 194Q: 46 clusters Score -1.003028e+08 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 13535 members 
Mstep: Class 2 contains 27263 members 
Mstep: Class 3 contains 50597 members 
Mstep: Class 4 contains 7976 members 
Mstep: Class 5 contains 4395 members 
Mstep: Class 6 contains 3995 members 
Mstep: Class 7 contains 74547 members 
Mstep: Class 8 contains 16424 members 
Mstep: Class 9 contains 21832 members 
Mstep: Class 10 contains 33612 members 
Mstep: Class 11 contains 44624 members 
Mstep: Class 12 contains 12390 members 
Mstep: Class 13 contains 17316 members 
Mstep: Class 14 contains 17917 members 
Mstep: Class 15 contains 466 members 
Mstep: Class 16 contains 8542 members 
Mstep: Class 17 contains 6273 members 
Mstep: Class 18 contains 2847 members 
Mstep: Class 19 contains 3258 members 
Mstep: Class 20 contains 33098 members 
Mstep: Class 21 contains 36526 members 
Mstep: Class 22 contains 25885 members 
Mstep: Class 23 contains 4862 members 
Mstep: Class 24 contains 33666 members 
Mstep: Class 25 contains 2495 members 
Mstep: Class 26 contains 9787 members 
Mstep: Class 27 contains 4438 members 
Mstep: Class 28 contains 38253 members 
Mstep: Class 29 contains 4547 members 
Mstep: Class 30 contains 1825 members 
Mstep: Class 31 contains 3314 members 
Mstep: Class 32 contains 987 members 
Mstep: Class 33 contains 16650 members 
Mstep: Class 34 contains 3063 members 
Mstep: Class 35 contains 147942 members 
Mstep: Class 36 contains 11544 members 
Mstep: Class 37 contains 1761 members 
Mstep: Class 38 contains 22607 members 
Mstep: Class 39 contains 2538 members 
Mstep: Class 41 contains 11819 members 
Mstep: Class 42 contains 17558 members 
Mstep: Class 43 contains 12799 members 
Mstep: Class 44 contains 685 members 
Mstep: Class 45 contains 2170 members 
Mstep: Class 46 contains 1946 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100302664.000000 Penalty: 99580.367188
Iteration 195Q: 46 clusters Score -1.003027e+08 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 13535 members 
Mstep: Class 2 contains 27262 members 
Mstep: Class 3 contains 50596 members 
Mstep: Class 4 contains 7976 members 
Mstep: Class 5 contains 4395 members 
Mstep: Class 6 contains 3995 members 
Mstep: Class 7 contains 74547 members 
Mstep: Class 8 contains 16423 members 
Mstep: Class 9 contains 21833 members 
Mstep: Class 10 contains 33609 members 
Mstep: Class 11 contains 44616 members 
Mstep: Class 12 contains 12390 members 
Mstep: Class 13 contains 17316 members 
Mstep: Class 14 contains 17917 members 
Mstep: Class 15 contains 466 members 
Mstep: Class 16 contains 8542 members 
Mstep: Class 17 contains 6273 members 
Mstep: Class 18 contains 2847 members 
Mstep: Class 19 contains 3258 members 
Mstep: Class 20 contains 33097 members 
Mstep: Class 21 contains 36525 members 
Mstep: Class 22 contains 25885 members 
Mstep: Class 23 contains 4863 members 
Mstep: Class 24 contains 33665 members 
Mstep: Class 25 contains 2495 members 
Mstep: Class 26 contains 9787 members 
Mstep: Class 27 contains 4439 members 
Mstep: Class 28 contains 38253 members 
Mstep: Class 29 contains 4547 members 
Mstep: Class 30 contains 1825 members 
Mstep: Class 31 contains 3314 members 
Mstep: Class 32 contains 987 members 
Mstep: Class 33 contains 16659 members 
Mstep: Class 34 contains 3063 members 
Mstep: Class 35 contains 147946 members 
Mstep: Class 36 contains 11545 members 
Mstep: Class 37 contains 1761 members 
Mstep: Class 38 contains 22607 members 
Mstep: Class 39 contains 2538 members 
Mstep: Class 41 contains 11818 members 
Mstep: Class 42 contains 17559 members 
Mstep: Class 43 contains 12799 members 
Mstep: Class 44 contains 685 members 
Mstep: Class 45 contains 2170 members 
Mstep: Class 46 contains 1946 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100302632.000000 Penalty: 99580.367188
Iteration 196Q: 46 clusters Score -1.003026e+08 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 13535 members 
Mstep: Class 2 contains 27262 members 
Mstep: Class 3 contains 50596 members 
Mstep: Class 4 contains 7976 members 
Mstep: Class 5 contains 4395 members 
Mstep: Class 6 contains 3995 members 
Mstep: Class 7 contains 74547 members 
Mstep: Class 8 contains 16423 members 
Mstep: Class 9 contains 21833 members 
Mstep: Class 10 contains 33610 members 
Mstep: Class 11 contains 44609 members 
Mstep: Class 12 contains 12390 members 
Mstep: Class 13 contains 17316 members 
Mstep: Class 14 contains 17917 members 
Mstep: Class 15 contains 466 members 
Mstep: Class 16 contains 8542 members 
Mstep: Class 17 contains 6273 members 
Mstep: Class 18 contains 2847 members 
Mstep: Class 19 contains 3258 members 
Mstep: Class 20 contains 33096 members 
Mstep: Class 21 contains 36521 members 
Mstep: Class 22 contains 25883 members 
Mstep: Class 23 contains 4867 members 
Mstep: Class 24 contains 33666 members 
Mstep: Class 25 contains 2495 members 
Mstep: Class 26 contains 9787 members 
Mstep: Class 27 contains 4439 members 
Mstep: Class 28 contains 38254 members 
Mstep: Class 29 contains 4547 members 
Mstep: Class 30 contains 1825 members 
Mstep: Class 31 contains 3315 members 
Mstep: Class 32 contains 987 members 
Mstep: Class 33 contains 16665 members 
Mstep: Class 34 contains 3063 members 
Mstep: Class 35 contains 147948 members 
Mstep: Class 36 contains 11544 members 
Mstep: Class 37 contains 1761 members 
Mstep: Class 38 contains 22607 members 
Mstep: Class 39 contains 2538 members 
Mstep: Class 41 contains 11817 members 
Mstep: Class 42 contains 17559 members 
Mstep: Class 43 contains 12799 members 
Mstep: Class 44 contains 685 members 
Mstep: Class 45 contains 2170 members 
Mstep: Class 46 contains 1946 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100302664.000000 Penalty: 99580.367188
Iteration 197Q: 46 clusters Score -1.003027e+08 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 13535 members 
Mstep: Class 2 contains 27263 members 
Mstep: Class 3 contains 50595 members 
Mstep: Class 4 contains 7976 members 
Mstep: Class 5 contains 4395 members 
Mstep: Class 6 contains 3996 members 
Mstep: Class 7 contains 74544 members 
Mstep: Class 8 contains 16425 members 
Mstep: Class 9 contains 21831 members 
Mstep: Class 10 contains 33607 members 
Mstep: Class 11 contains 44605 members 
Mstep: Class 12 contains 12390 members 
Mstep: Class 13 contains 17316 members 
Mstep: Class 14 contains 17917 members 
Mstep: Class 15 contains 466 members 
Mstep: Class 16 contains 8542 members 
Mstep: Class 17 contains 6273 members 
Mstep: Class 18 contains 2847 members 
Mstep: Class 19 contains 3258 members 
Mstep: Class 20 contains 33096 members 
Mstep: Class 21 contains 36522 members 
Mstep: Class 22 contains 25883 members 
Mstep: Class 23 contains 4866 members 
Mstep: Class 24 contains 33667 members 
Mstep: Class 25 contains 2495 members 
Mstep: Class 26 contains 9788 members 
Mstep: Class 27 contains 4439 members 
Mstep: Class 28 contains 38254 members 
Mstep: Class 29 contains 4547 members 
Mstep: Class 30 contains 1825 members 
Mstep: Class 31 contains 3317 members 
Mstep: Class 32 contains 987 members 
Mstep: Class 33 contains 16673 members 
Mstep: Class 34 contains 3062 members 
Mstep: Class 35 contains 147949 members 
Mstep: Class 36 contains 11544 members 
Mstep: Class 37 contains 1761 members 
Mstep: Class 38 contains 22607 members 
Mstep: Class 39 contains 2538 members 
Mstep: Class 41 contains 11814 members 
Mstep: Class 42 contains 17559 members 
Mstep: Class 43 contains 12799 members 
Mstep: Class 44 contains 685 members 
Mstep: Class 45 contains 2170 members 
Mstep: Class 46 contains 1946 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100302608.000000 Penalty: 99580.367188
Iteration 198Q: 46 clusters Score -1.003026e+08 nChanged 23
Entering ConstructFrom: 
Score: -100302608.000000 Penalty: 99580.367188
Entering ConstructFrom: 
Trying to split cluster 1 (13535 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13535 members 
Entering Unmasked Estep 
Score: -1716936.000000 Penalty: 1545.868042
	Iteration 0F: 2 clusters Score -1716936 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6742 members 
Mstep: Class 2 contains 6793 members 
Entering Unmasked Estep 
Score: -1707487.875000 Penalty: 3091.736084
	Iteration 0F: 3 clusters Score -1707488 nChanged 5974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6516 members 
Mstep: Class 2 contains 7019 members 
Entering Unmasked Estep 
Score: -1711025.750000 Penalty: 3091.736084
	Iteration 1F: 3 clusters Score -1711026 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6308 members 
Mstep: Class 2 contains 7227 members 
Entering Unmasked Estep 
Score: -1711678.125000 Penalty: 3091.736084
	Iteration 2F: 3 clusters Score -1711678 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5970 members 
Mstep: Class 2 contains 7565 members 
Entering Unmasked Estep 
Score: -1712396.625000 Penalty: 3091.736084
	Iteration 3F: 3 clusters Score -1712397 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5529 members 
Mstep: Class 2 contains 8006 members 
Entering Unmasked Estep 
Score: -1713097.625000 Penalty: 3091.736084
	Iteration 4F: 3 clusters Score -1713098 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 8456 members 
Entering Unmasked Estep 
Score: -1713657.125000 Penalty: 3091.736084
	Iteration 5F: 3 clusters Score -1713657 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 8898 members 
Entering Unmasked Estep 
Score: -1714063.125000 Penalty: 3091.736084
	Iteration 6F: 3 clusters Score -1714063 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 9287 members 
Entering Unmasked Estep 
Score: -1714318.500000 Penalty: 3091.736084
	Iteration 7Q: 3 clusters Score -1714318 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 9634 members 
Entering Unmasked Estep 
Score: -1714500.250000 Penalty: 3091.736084
	Iteration 8Q: 3 clusters Score -1714500 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 9972 members 
Entering Unmasked Estep 
Score: -1714656.750000 Penalty: 3091.736084
	Iteration 9Q: 3 clusters Score -1714657 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 10293 members 
Entering Unmasked Estep 
Score: -1714791.500000 Penalty: 3091.736084
	Iteration 10Q: 3 clusters Score -1714792 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 10599 members 
Entering Unmasked Estep 
Score: -1714930.000000 Penalty: 3091.736084
	Iteration 11Q: 3 clusters Score -1714930 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 10863 members 
Entering Unmasked Estep 
Score: -1715041.375000 Penalty: 3091.736084
	Iteration 12Q: 3 clusters Score -1715041 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 11093 members 
Entering Unmasked Estep 
Score: -1715156.000000 Penalty: 3091.736084
	Iteration 13Q: 3 clusters Score -1715156 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 11316 members 
Entering Unmasked Estep 
Score: -1715251.625000 Penalty: 3091.736084
	Iteration 14Q: 3 clusters Score -1715252 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 11489 members 
Entering Unmasked Estep 
Score: -1715338.125000 Penalty: 3091.736084
	Iteration 15Q: 3 clusters Score -1715338 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 11669 members 
Entering Unmasked Estep 
Score: -1715411.375000 Penalty: 3091.736084
	Iteration 16Q: 3 clusters Score -1715411 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 11836 members 
Entering Unmasked Estep 
Score: -1715479.375000 Penalty: 3091.736084
	Iteration 17Q: 3 clusters Score -1715479 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 11971 members 
Entering Unmasked Estep 
Score: -1715548.625000 Penalty: 3091.736084
	Iteration 18Q: 3 clusters Score -1715549 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 12077 members 
Entering Unmasked Estep 
Score: -1715578.750000 Penalty: 3091.736084
	Iteration 19Q: 3 clusters Score -1715579 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 12157 members 
Entering Unmasked Estep 
Score: -1715604.250000 Penalty: 3091.736084
	Iteration 20F: 3 clusters Score -1715604 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 12217 members 
Entering Unmasked Estep 
Score: -1715626.500000 Penalty: 3091.736084
	Iteration 21Q: 3 clusters Score -1715626 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 12291 members 
Entering Unmasked Estep 
Score: -1715658.500000 Penalty: 3091.736084
	Iteration 22Q: 3 clusters Score -1715658 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 12368 members 
Entering Unmasked Estep 
Score: -1715692.250000 Penalty: 3091.736084
	Iteration 23Q: 3 clusters Score -1715692 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 12437 members 
Entering Unmasked Estep 
Score: -1715713.625000 Penalty: 3091.736084
	Iteration 24Q: 3 clusters Score -1715714 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 12488 members 
Entering Unmasked Estep 
Score: -1715735.125000 Penalty: 3091.736084
	Iteration 25Q: 3 clusters Score -1715735 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 12533 members 
Entering Unmasked Estep 
Score: -1715749.875000 Penalty: 3091.736084
	Iteration 26Q: 3 clusters Score -1715750 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 12570 members 
Entering Unmasked Estep 
Score: -1715759.625000 Penalty: 3091.736084
	Iteration 27Q: 3 clusters Score -1715760 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 12592 members 
Entering Unmasked Estep 
Score: -1715777.250000 Penalty: 3091.736084
	Iteration 28Q: 3 clusters Score -1715777 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 12617 members 
Entering Unmasked Estep 
Score: -1715779.375000 Penalty: 3091.736084
	Iteration 29Q: 3 clusters Score -1715779 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 12639 members 
Entering Unmasked Estep 
Score: -1715785.875000 Penalty: 3091.736084
	Iteration 30Q: 3 clusters Score -1715786 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 12652 members 
Entering Unmasked Estep 
Score: -1715791.750000 Penalty: 3091.736084
	Iteration 31Q: 3 clusters Score -1715792 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 12671 members 
Entering Unmasked Estep 
Score: -1715805.500000 Penalty: 3091.736084
	Iteration 32Q: 3 clusters Score -1715806 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 12694 members 
Entering Unmasked Estep 
Score: -1715809.250000 Penalty: 3091.736084
	Iteration 33Q: 3 clusters Score -1715809 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 12699 members 
Entering Unmasked Estep 
Score: -1715806.875000 Penalty: 3091.736084
	Iteration 34Q: 3 clusters Score -1715807 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 12705 members 
Entering Unmasked Estep 
Score: -1715811.625000 Penalty: 3091.736084
	Iteration 35Q: 3 clusters Score -1715812 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 12707 members 
Entering Unmasked Estep 
Score: -1715815.500000 Penalty: 3091.736084
	Iteration 36Q: 3 clusters Score -1715816 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 12708 members 
Entering Unmasked Estep 
Score: -1715818.375000 Penalty: 3091.736084
	Iteration 37Q: 3 clusters Score -1715818 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 12712 members 
Entering Unmasked Estep 
Score: -1715814.125000 Penalty: 3091.736084
	Iteration 38Q: 3 clusters Score -1715814 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 12716 members 
Entering Unmasked Estep 
Score: -1715815.375000 Penalty: 3091.736084
	Iteration 39Q: 3 clusters Score -1715815 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 12719 members 
Entering Unmasked Estep 
Score: -1715819.250000 Penalty: 3091.736084
	Iteration 40F: 3 clusters Score -1715819 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 12725 members 
Entering Unmasked Estep 
Score: -1715819.500000 Penalty: 3091.736084
	Iteration 41Q: 3 clusters Score -1715820 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 12728 members 
Entering Unmasked Estep 
Score: -1715819.750000 Penalty: 3091.736084
	Iteration 42Q: 3 clusters Score -1715820 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 12729 members 
Entering Unmasked Estep 
Score: -1715819.625000 Penalty: 3091.736084
	Iteration 43Q: 3 clusters Score -1715820 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 12730 members 
Entering Unmasked Estep 
Score: -1715821.875000 Penalty: 3091.736084
	Iteration 44Q: 3 clusters Score -1715822 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 12732 members 
Entering Unmasked Estep 
Score: -1715821.125000 Penalty: 3091.736084
	Iteration 45Q: 3 clusters Score -1715821 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 12735 members 
Entering Unmasked Estep 
Score: -1715820.250000 Penalty: 3091.736084
	Iteration 46Q: 3 clusters Score -1715820 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 12739 members 
Entering Unmasked Estep 
Score: -1715822.125000 Penalty: 3091.736084
	Iteration 47Q: 3 clusters Score -1715822 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 12744 members 
Entering Unmasked Estep 
Score: -1715825.000000 Penalty: 3091.736084
	Iteration 48Q: 3 clusters Score -1715825 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 12746 members 
Entering Unmasked Estep 
Score: -1715826.000000 Penalty: 3091.736084
	Iteration 49Q: 3 clusters Score -1715826 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 12749 members 
Entering Unmasked Estep 
Score: -1715827.875000 Penalty: 3091.736084
	Iteration 50Q: 3 clusters Score -1715828 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 12750 members 
Entering Unmasked Estep 
Score: -1715839.625000 Penalty: 3091.736084
	Iteration 51Q: 3 clusters Score -1715840 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 12755 members 
Entering Unmasked Estep 
Score: -1715847.750000 Penalty: 3091.736084
	Iteration 52Q: 3 clusters Score -1715848 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 12760 members 
Entering Unmasked Estep 
Score: -1715852.000000 Penalty: 3091.736084
	Iteration 53Q: 3 clusters Score -1715852 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 12767 members 
Entering Unmasked Estep 
Score: -1715857.500000 Penalty: 3091.736084
	Iteration 54Q: 3 clusters Score -1715858 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 12771 members 
Entering Unmasked Estep 
Score: -1715861.750000 Penalty: 3091.736084
	Iteration 55Q: 3 clusters Score -1715862 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 12773 members 
Entering Unmasked Estep 
Score: -1715863.250000 Penalty: 3091.736084
	Iteration 56Q: 3 clusters Score -1715863 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 12778 members 
Entering Unmasked Estep 
Score: -1715869.750000 Penalty: 3091.736084
	Iteration 57Q: 3 clusters Score -1715870 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 12793 members 
Entering Unmasked Estep 
Score: -1715881.250000 Penalty: 3091.736084
	Iteration 58Q: 3 clusters Score -1715881 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 12804 members 
Entering Unmasked Estep 
Score: -1715893.750000 Penalty: 3091.736084
	Iteration 59Q: 3 clusters Score -1715894 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 12814 members 
Entering Unmasked Estep 
Score: -1715897.500000 Penalty: 3091.736084
	Iteration 60F: 3 clusters Score -1715898 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 12823 members 
Entering Unmasked Estep 
Score: -1715903.125000 Penalty: 3091.736084
	Iteration 61Q: 3 clusters Score -1715903 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 12834 members 
Entering Unmasked Estep 
Score: -1715917.000000 Penalty: 3091.736084
	Iteration 62Q: 3 clusters Score -1715917 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 12844 members 
Entering Unmasked Estep 
Score: -1715926.125000 Penalty: 3091.736084
	Iteration 63Q: 3 clusters Score -1715926 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 12845 members 
Entering Unmasked Estep 
Score: -1715928.250000 Penalty: 3091.736084
	Iteration 64Q: 3 clusters Score -1715928 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 12850 members 
Entering Unmasked Estep 
Score: -1715930.125000 Penalty: 3091.736084
	Iteration 65Q: 3 clusters Score -1715930 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 12849 members 
Entering Unmasked Estep 
Score: -1715939.125000 Penalty: 3091.736084
	Iteration 66Q: 3 clusters Score -1715939 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 12849 members 
Entering Unmasked Estep 
Score: -1715941.125000 Penalty: 3091.736084
	Iteration 67Q: 3 clusters Score -1715941 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 12850 members 
Entering Unmasked Estep 
Score: -1715941.500000 Penalty: 3091.736084
	Iteration 68Q: 3 clusters Score -1715942 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 12847 members 
Entering Unmasked Estep 
Score: -1715948.375000 Penalty: 3091.736084
	Iteration 69Q: 3 clusters Score -1715948 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 12843 members 
Entering Unmasked Estep 
Score: -1715951.500000 Penalty: 3091.736084
	Iteration 70Q: 3 clusters Score -1715952 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 12841 members 
Entering Unmasked Estep 
Score: -1715948.750000 Penalty: 3091.736084
	Iteration 71Q: 3 clusters Score -1715949 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 12842 members 
Entering Unmasked Estep 
Score: -1715950.000000 Penalty: 3091.736084
	Iteration 72Q: 3 clusters Score -1715950 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 12841 members 
Entering Unmasked Estep 
Score: -1715950.875000 Penalty: 3091.736084
	Iteration 73Q: 3 clusters Score -1715951 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 12840 members 
Entering Unmasked Estep 
Score: -1715953.750000 Penalty: 3091.736084
	Iteration 74Q: 3 clusters Score -1715954 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 12842 members 
Entering Unmasked Estep 
Score: -1715954.125000 Penalty: 3091.736084
	Iteration 75Q: 3 clusters Score -1715954 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 12844 members 
Entering Unmasked Estep 
Score: -1715952.250000 Penalty: 3091.736084
	Iteration 76Q: 3 clusters Score -1715952 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 12848 members 
Entering Unmasked Estep 
Score: -1715953.375000 Penalty: 3091.736084
	Iteration 77Q: 3 clusters Score -1715953 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 12850 members 
Entering Unmasked Estep 
Score: -1715956.000000 Penalty: 3091.736084
	Iteration 78Q: 3 clusters Score -1715956 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 12852 members 
Entering Unmasked Estep 
Score: -1715955.750000 Penalty: 3091.736084
	Iteration 79Q: 3 clusters Score -1715956 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 12851 members 
Entering Unmasked Estep 
Score: -1715952.875000 Penalty: 3091.736084
	Iteration 80F: 3 clusters Score -1715953 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 12850 members 
Entering Unmasked Estep 
Score: -1715954.375000 Penalty: 3091.736084
	Iteration 81Q: 3 clusters Score -1715954 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 12849 members 
Entering Unmasked Estep 
Score: -1715960.000000 Penalty: 3091.736084
	Iteration 82Q: 3 clusters Score -1715960 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 12850 members 
Entering Unmasked Estep 
Score: -1715962.000000 Penalty: 3091.736084
	Iteration 83Q: 3 clusters Score -1715962 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 12851 members 
Entering Unmasked Estep 
Score: -1715963.125000 Penalty: 3091.736084
	Iteration 84Q: 3 clusters Score -1715963 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 12852 members 
Entering Unmasked Estep 
Score: -1715964.125000 Penalty: 3091.736084
	Iteration 85Q: 3 clusters Score -1715964 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 12854 members 
Entering Unmasked Estep 
Score: -1715962.500000 Penalty: 3091.736084
	Iteration 86Q: 3 clusters Score -1715962 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 12857 members 
Entering Unmasked Estep 
Score: -1715964.125000 Penalty: 3091.736084
	Iteration 87Q: 3 clusters Score -1715964 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 12857 members 
Entering Unmasked Estep 
Score: -1715963.625000 Penalty: 3091.736084
	Iteration 88Q: 3 clusters Score -1715964 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 12855 members 
Entering Unmasked Estep 
Score: -1715969.375000 Penalty: 3091.736084
	Iteration 89Q: 3 clusters Score -1715969 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 12854 members 
Entering Unmasked Estep 
Score: -1715967.625000 Penalty: 3091.736084
	Iteration 90Q: 3 clusters Score -1715968 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 12854 members 
Entering Unmasked Estep 
Score: -1715967.625000 Penalty: 3091.736084
	Iteration 91F: 3 clusters Score -1715968 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (27262 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27262 members 
Entering Unmasked Estep 
Score: -3492798.750000 Penalty: 1659.652954
	Iteration 0F: 2 clusters Score -3492799 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13507 members 
Mstep: Class 2 contains 13755 members 
Entering Unmasked Estep 
Score: -3474365.500000 Penalty: 3319.305908
	Iteration 0F: 3 clusters Score -3474366 nChanged 12553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12142 members 
Mstep: Class 2 contains 15120 members 
Entering Unmasked Estep 
Score: -3481603.500000 Penalty: 3319.305908
	Iteration 1F: 3 clusters Score -3481604 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11305 members 
Mstep: Class 2 contains 15957 members 
Entering Unmasked Estep 
Score: -3482303.250000 Penalty: 3319.305908
	Iteration 2F: 3 clusters Score -3482303 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10242 members 
Mstep: Class 2 contains 17020 members 
Entering Unmasked Estep 
Score: -3483226.000000 Penalty: 3319.305908
	Iteration 3F: 3 clusters Score -3483226 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8859 members 
Mstep: Class 2 contains 18403 members 
Entering Unmasked Estep 
Score: -3484329.500000 Penalty: 3319.305908
	Iteration 4F: 3 clusters Score -3484330 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7367 members 
Mstep: Class 2 contains 19895 members 
Entering Unmasked Estep 
Score: -3485567.250000 Penalty: 3319.305908
	Iteration 5F: 3 clusters Score -3485567 nChanged 1801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5746 members 
Mstep: Class 2 contains 21516 members 
Entering Unmasked Estep 
Score: -3486966.000000 Penalty: 3319.305908
	Iteration 6F: 3 clusters Score -3486966 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 23006 members 
Entering Unmasked Estep 
Score: -3488226.000000 Penalty: 3319.305908
	Iteration 7F: 3 clusters Score -3488226 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 24217 members 
Entering Unmasked Estep 
Score: -3489286.000000 Penalty: 3319.305908
	Iteration 8Q: 3 clusters Score -3489286 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 25108 members 
Entering Unmasked Estep 
Score: -3490053.250000 Penalty: 3319.305908
	Iteration 9Q: 3 clusters Score -3490053 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 25698 members 
Entering Unmasked Estep 
Score: -3490571.750000 Penalty: 3319.305908
	Iteration 10Q: 3 clusters Score -3490572 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 26069 members 
Entering Unmasked Estep 
Score: -3490929.500000 Penalty: 3319.305908
	Iteration 11Q: 3 clusters Score -3490930 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 26280 members 
Entering Unmasked Estep 
Score: -3491190.500000 Penalty: 3319.305908
	Iteration 12Q: 3 clusters Score -3491190 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 26392 members 
Entering Unmasked Estep 
Score: -3491320.750000 Penalty: 3319.305908
	Iteration 13Q: 3 clusters Score -3491321 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 26453 members 
Entering Unmasked Estep 
Score: -3491413.500000 Penalty: 3319.305908
	Iteration 14Q: 3 clusters Score -3491414 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 26476 members 
Entering Unmasked Estep 
Score: -3491472.250000 Penalty: 3319.305908
	Iteration 15Q: 3 clusters Score -3491472 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 26493 members 
Entering Unmasked Estep 
Score: -3491492.750000 Penalty: 3319.305908
	Iteration 16Q: 3 clusters Score -3491493 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 26504 members 
Entering Unmasked Estep 
Score: -3491520.750000 Penalty: 3319.305908
	Iteration 17Q: 3 clusters Score -3491521 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 26517 members 
Entering Unmasked Estep 
Score: -3491534.750000 Penalty: 3319.305908
	Iteration 18Q: 3 clusters Score -3491535 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 26526 members 
Entering Unmasked Estep 
Score: -3491550.250000 Penalty: 3319.305908
	Iteration 19Q: 3 clusters Score -3491550 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 26530 members 
Entering Unmasked Estep 
Score: -3491559.000000 Penalty: 3319.305908
	Iteration 20F: 3 clusters Score -3491559 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 26528 members 
Entering Unmasked Estep 
Score: -3491571.500000 Penalty: 3319.305908
	Iteration 21Q: 3 clusters Score -3491572 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 26528 members 
Entering Unmasked Estep 
Score: -3491581.500000 Penalty: 3319.305908
	Iteration 22Q: 3 clusters Score -3491582 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 26521 members 
Entering Unmasked Estep 
Score: -3491588.000000 Penalty: 3319.305908
	Iteration 23Q: 3 clusters Score -3491588 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 26519 members 
Entering Unmasked Estep 
Score: -3491587.500000 Penalty: 3319.305908
	Iteration 24Q: 3 clusters Score -3491588 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 26518 members 
Entering Unmasked Estep 
Score: -3491588.500000 Penalty: 3319.305908
	Iteration 25Q: 3 clusters Score -3491588 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 26518 members 
Entering Unmasked Estep 
Score: -3491592.000000 Penalty: 3319.305908
	Iteration 26Q: 3 clusters Score -3491592 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 26517 members 
Entering Unmasked Estep 
Score: -3491590.500000 Penalty: 3319.305908
	Iteration 27Q: 3 clusters Score -3491590 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 26520 members 
Entering Unmasked Estep 
Score: -3491590.000000 Penalty: 3319.305908
	Iteration 28Q: 3 clusters Score -3491590 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 26515 members 
Entering Unmasked Estep 
Score: -3491599.000000 Penalty: 3319.305908
	Iteration 29Q: 3 clusters Score -3491599 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 26513 members 
Entering Unmasked Estep 
Score: -3491601.000000 Penalty: 3319.305908
	Iteration 30Q: 3 clusters Score -3491601 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 26509 members 
Entering Unmasked Estep 
Score: -3491604.500000 Penalty: 3319.305908
	Iteration 31Q: 3 clusters Score -3491604 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 26506 members 
Entering Unmasked Estep 
Score: -3491602.750000 Penalty: 3319.305908
	Iteration 32Q: 3 clusters Score -3491603 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 26506 members 
Entering Unmasked Estep 
Score: -3491606.000000 Penalty: 3319.305908
	Iteration 33Q: 3 clusters Score -3491606 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 26510 members 
Entering Unmasked Estep 
Score: -3491606.500000 Penalty: 3319.305908
	Iteration 34Q: 3 clusters Score -3491606 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 26510 members 
Entering Unmasked Estep 
Score: -3491608.250000 Penalty: 3319.305908
	Iteration 35Q: 3 clusters Score -3491608 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 26510 members 
Entering Unmasked Estep 
Score: -3491611.250000 Penalty: 3319.305908
	Iteration 36Q: 3 clusters Score -3491611 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 26507 members 
Entering Unmasked Estep 
Score: -3491608.750000 Penalty: 3319.305908
	Iteration 37Q: 3 clusters Score -3491609 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 26506 members 
Entering Unmasked Estep 
Score: -3491610.750000 Penalty: 3319.305908
	Iteration 38Q: 3 clusters Score -3491611 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 26506 members 
Entering Unmasked Estep 
Score: -3491620.250000 Penalty: 3319.305908
	Iteration 39Q: 3 clusters Score -3491620 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 26504 members 
Entering Unmasked Estep 
Score: -3491621.500000 Penalty: 3319.305908
	Iteration 40F: 3 clusters Score -3491622 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 26504 members 
Entering Unmasked Estep 
Score: -3491619.500000 Penalty: 3319.305908
	Iteration 41Q: 3 clusters Score -3491620 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 26505 members 
Entering Unmasked Estep 
Score: -3491622.000000 Penalty: 3319.305908
	Iteration 42Q: 3 clusters Score -3491622 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 26504 members 
Entering Unmasked Estep 
Score: -3491619.750000 Penalty: 3319.305908
	Iteration 43Q: 3 clusters Score -3491620 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 26504 members 
Entering Unmasked Estep 
Score: -3491621.250000 Penalty: 3319.305908
	Iteration 44Q: 3 clusters Score -3491621 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 26504 members 
Entering Unmasked Estep 
Score: -3491617.500000 Penalty: 3319.305908
	Iteration 45Q: 3 clusters Score -3491618 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 26505 members 
Entering Unmasked Estep 
Score: -3491619.500000 Penalty: 3319.305908
	Iteration 46Q: 3 clusters Score -3491620 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 26505 members 
Entering Unmasked Estep 
Score: -3491619.500000 Penalty: 3319.305908
	Iteration 47F: 3 clusters Score -3491620 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (50595 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50595 members 
Entering Unmasked Estep 
Score: -6379197.000000 Penalty: 1760.136230
	Iteration 0F: 2 clusters Score -6379197 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25327 members 
Mstep: Class 2 contains 25268 members 
Entering Unmasked Estep 
Score: -6345242.500000 Penalty: 3520.272461
	Iteration 0F: 3 clusters Score -6345242 nChanged 23769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25972 members 
Mstep: Class 2 contains 24623 members 
Entering Unmasked Estep 
Score: -6359116.000000 Penalty: 3520.272461
	Iteration 1F: 3 clusters Score -6359116 nChanged 2272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26444 members 
Mstep: Class 2 contains 24151 members 
Entering Unmasked Estep 
Score: -6360109.500000 Penalty: 3520.272461
	Iteration 2Q: 3 clusters Score -6360110 nChanged 2736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27200 members 
Mstep: Class 2 contains 23395 members 
Entering Unmasked Estep 
Score: -6361608.000000 Penalty: 3520.272461
	Iteration 3F: 3 clusters Score -6361608 nChanged 3311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28273 members 
Mstep: Class 2 contains 22322 members 
Entering Unmasked Estep 
Score: -6363929.500000 Penalty: 3520.272461
	Iteration 4F: 3 clusters Score -6363930 nChanged 3870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29589 members 
Mstep: Class 2 contains 21006 members 
Entering Unmasked Estep 
Score: -6367213.500000 Penalty: 3520.272461
	Iteration 5F: 3 clusters Score -6367214 nChanged 4047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30848 members 
Mstep: Class 2 contains 19747 members 
Entering Unmasked Estep 
Score: -6371193.000000 Penalty: 3520.272461
	Iteration 6F: 3 clusters Score -6371193 nChanged 3684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31914 members 
Mstep: Class 2 contains 18681 members 
Entering Unmasked Estep 
Score: -6374868.000000 Penalty: 3520.272461
	Iteration 7F: 3 clusters Score -6374868 nChanged 2623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32725 members 
Mstep: Class 2 contains 17870 members 
Entering Unmasked Estep 
Score: -6377060.000000 Penalty: 3520.272461
	Iteration 8F: 3 clusters Score -6377060 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33289 members 
Mstep: Class 2 contains 17306 members 
Entering Unmasked Estep 
Score: -6378003.000000 Penalty: 3520.272461
	Iteration 9Q: 3 clusters Score -6378003 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33742 members 
Mstep: Class 2 contains 16853 members 
Entering Unmasked Estep 
Score: -6378500.500000 Penalty: 3520.272461
	Iteration 10Q: 3 clusters Score -6378500 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34132 members 
Mstep: Class 2 contains 16463 members 
Entering Unmasked Estep 
Score: -6378700.000000 Penalty: 3520.272461
	Iteration 11Q: 3 clusters Score -6378700 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34440 members 
Mstep: Class 2 contains 16155 members 
Entering Unmasked Estep 
Score: -6378816.000000 Penalty: 3520.272461
	Iteration 12Q: 3 clusters Score -6378816 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34687 members 
Mstep: Class 2 contains 15908 members 
Entering Unmasked Estep 
Score: -6378889.000000 Penalty: 3520.272461
	Iteration 13Q: 3 clusters Score -6378889 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34907 members 
Mstep: Class 2 contains 15688 members 
Entering Unmasked Estep 
Score: -6378931.500000 Penalty: 3520.272461
	Iteration 14Q: 3 clusters Score -6378932 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35092 members 
Mstep: Class 2 contains 15503 members 
Entering Unmasked Estep 
Score: -6378959.500000 Penalty: 3520.272461
	Iteration 15Q: 3 clusters Score -6378960 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35247 members 
Mstep: Class 2 contains 15348 members 
Entering Unmasked Estep 
Score: -6378975.500000 Penalty: 3520.272461
	Iteration 16Q: 3 clusters Score -6378976 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35388 members 
Mstep: Class 2 contains 15207 members 
Entering Unmasked Estep 
Score: -6378990.000000 Penalty: 3520.272461
	Iteration 17Q: 3 clusters Score -6378990 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35521 members 
Mstep: Class 2 contains 15074 members 
Entering Unmasked Estep 
Score: -6379017.000000 Penalty: 3520.272461
	Iteration 18Q: 3 clusters Score -6379017 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35625 members 
Mstep: Class 2 contains 14970 members 
Entering Unmasked Estep 
Score: -6379030.000000 Penalty: 3520.272461
	Iteration 19Q: 3 clusters Score -6379030 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35710 members 
Mstep: Class 2 contains 14885 members 
Entering Unmasked Estep 
Score: -6379025.500000 Penalty: 3520.272461
	Iteration 20F: 3 clusters Score -6379026 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35777 members 
Mstep: Class 2 contains 14818 members 
Entering Unmasked Estep 
Score: -6379023.500000 Penalty: 3520.272461
	Iteration 21Q: 3 clusters Score -6379024 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35825 members 
Mstep: Class 2 contains 14770 members 
Entering Unmasked Estep 
Score: -6379016.500000 Penalty: 3520.272461
	Iteration 22Q: 3 clusters Score -6379016 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35873 members 
Mstep: Class 2 contains 14722 members 
Entering Unmasked Estep 
Score: -6379027.000000 Penalty: 3520.272461
	Iteration 23Q: 3 clusters Score -6379027 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35920 members 
Mstep: Class 2 contains 14675 members 
Entering Unmasked Estep 
Score: -6379027.000000 Penalty: 3520.272461
	Iteration 24Q: 3 clusters Score -6379027 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35966 members 
Mstep: Class 2 contains 14629 members 
Entering Unmasked Estep 
Score: -6379026.500000 Penalty: 3520.272461
	Iteration 25Q: 3 clusters Score -6379026 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36020 members 
Mstep: Class 2 contains 14575 members 
Entering Unmasked Estep 
Score: -6379031.500000 Penalty: 3520.272461
	Iteration 26Q: 3 clusters Score -6379032 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36072 members 
Mstep: Class 2 contains 14523 members 
Entering Unmasked Estep 
Score: -6379034.500000 Penalty: 3520.272461
	Iteration 27Q: 3 clusters Score -6379034 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36115 members 
Mstep: Class 2 contains 14480 members 
Entering Unmasked Estep 
Score: -6379042.000000 Penalty: 3520.272461
	Iteration 28Q: 3 clusters Score -6379042 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36158 members 
Mstep: Class 2 contains 14437 members 
Entering Unmasked Estep 
Score: -6379035.500000 Penalty: 3520.272461
	Iteration 29Q: 3 clusters Score -6379036 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36194 members 
Mstep: Class 2 contains 14401 members 
Entering Unmasked Estep 
Score: -6379028.500000 Penalty: 3520.272461
	Iteration 30Q: 3 clusters Score -6379028 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36227 members 
Mstep: Class 2 contains 14368 members 
Entering Unmasked Estep 
Score: -6379027.500000 Penalty: 3520.272461
	Iteration 31Q: 3 clusters Score -6379028 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36254 members 
Mstep: Class 2 contains 14341 members 
Entering Unmasked Estep 
Score: -6379032.500000 Penalty: 3520.272461
	Iteration 32Q: 3 clusters Score -6379032 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36272 members 
Mstep: Class 2 contains 14323 members 
Entering Unmasked Estep 
Score: -6379034.000000 Penalty: 3520.272461
	Iteration 33Q: 3 clusters Score -6379034 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36290 members 
Mstep: Class 2 contains 14305 members 
Entering Unmasked Estep 
Score: -6379028.500000 Penalty: 3520.272461
	Iteration 34Q: 3 clusters Score -6379028 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36301 members 
Mstep: Class 2 contains 14294 members 
Entering Unmasked Estep 
Score: -6379019.000000 Penalty: 3520.272461
	Iteration 35Q: 3 clusters Score -6379019 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36313 members 
Mstep: Class 2 contains 14282 members 
Entering Unmasked Estep 
Score: -6379022.500000 Penalty: 3520.272461
	Iteration 36Q: 3 clusters Score -6379022 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36322 members 
Mstep: Class 2 contains 14273 members 
Entering Unmasked Estep 
Score: -6379022.500000 Penalty: 3520.272461
	Iteration 37Q: 3 clusters Score -6379022 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36331 members 
Mstep: Class 2 contains 14264 members 
Entering Unmasked Estep 
Score: -6379016.500000 Penalty: 3520.272461
	Iteration 38Q: 3 clusters Score -6379016 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36344 members 
Mstep: Class 2 contains 14251 members 
Entering Unmasked Estep 
Score: -6379027.500000 Penalty: 3520.272461
	Iteration 39Q: 3 clusters Score -6379028 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36351 members 
Mstep: Class 2 contains 14244 members 
Entering Unmasked Estep 
Score: -6379026.500000 Penalty: 3520.272461
	Iteration 40F: 3 clusters Score -6379026 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36355 members 
Mstep: Class 2 contains 14240 members 
Entering Unmasked Estep 
Score: -6379024.500000 Penalty: 3520.272461
	Iteration 41Q: 3 clusters Score -6379024 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36356 members 
Mstep: Class 2 contains 14239 members 
Entering Unmasked Estep 
Score: -6379023.500000 Penalty: 3520.272461
	Iteration 42Q: 3 clusters Score -6379024 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36358 members 
Mstep: Class 2 contains 14237 members 
Entering Unmasked Estep 
Score: -6379027.000000 Penalty: 3520.272461
	Iteration 43Q: 3 clusters Score -6379027 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36362 members 
Mstep: Class 2 contains 14233 members 
Entering Unmasked Estep 
Score: -6379031.000000 Penalty: 3520.272461
	Iteration 44Q: 3 clusters Score -6379031 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36369 members 
Mstep: Class 2 contains 14226 members 
Entering Unmasked Estep 
Score: -6379029.500000 Penalty: 3520.272461
	Iteration 45Q: 3 clusters Score -6379030 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36369 members 
Mstep: Class 2 contains 14226 members 
Entering Unmasked Estep 
Score: -6379029.500000 Penalty: 3520.272461
	Iteration 46F: 3 clusters Score -6379030 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (7976 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7976 members 
Entering Unmasked Estep 
Score: -1006698.750000 Penalty: 1459.931152
	Iteration 0F: 2 clusters Score -1006699 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -1000776.937500 Penalty: 2919.862305
	Iteration 0F: 3 clusters Score -1000777 nChanged 3352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -1002686.250000 Penalty: 2919.862305
	Iteration 1F: 3 clusters Score -1002686 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -1002940.812500 Penalty: 2919.862305
	Iteration 2F: 3 clusters Score -1002941 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -1003166.500000 Penalty: 2919.862305
	Iteration 3F: 3 clusters Score -1003166 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -1003382.375000 Penalty: 2919.862305
	Iteration 4Q: 3 clusters Score -1003382 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -1003614.875000 Penalty: 2919.862305
	Iteration 5F: 3 clusters Score -1003615 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -1003840.562500 Penalty: 2919.862305
	Iteration 6F: 3 clusters Score -1003841 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -1004088.625000 Penalty: 2919.862305
	Iteration 7Q: 3 clusters Score -1004089 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5616 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -1004351.437500 Penalty: 2919.862305
	Iteration 8Q: 3 clusters Score -1004351 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5915 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -1004623.937500 Penalty: 2919.862305
	Iteration 9Q: 3 clusters Score -1004624 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6174 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -1004872.312500 Penalty: 2919.862305
	Iteration 10Q: 3 clusters Score -1004872 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6399 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -1005096.125000 Penalty: 2919.862305
	Iteration 11Q: 3 clusters Score -1005096 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6548 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -1005296.500000 Penalty: 2919.862305
	Iteration 12Q: 3 clusters Score -1005296 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6644 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -1005456.250000 Penalty: 2919.862305
	Iteration 13Q: 3 clusters Score -1005456 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6709 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -1005572.375000 Penalty: 2919.862305
	Iteration 14Q: 3 clusters Score -1005572 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6741 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -1005668.500000 Penalty: 2919.862305
	Iteration 15Q: 3 clusters Score -1005668 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6757 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -1005727.750000 Penalty: 2919.862305
	Iteration 16Q: 3 clusters Score -1005728 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6759 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -1005761.562500 Penalty: 2919.862305
	Iteration 17Q: 3 clusters Score -1005762 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6768 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -1005783.437500 Penalty: 2919.862305
	Iteration 18Q: 3 clusters Score -1005783 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6771 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -1005800.187500 Penalty: 2919.862305
	Iteration 19Q: 3 clusters Score -1005800 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6770 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -1005828.187500 Penalty: 2919.862305
	Iteration 20F: 3 clusters Score -1005828 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6763 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -1005847.250000 Penalty: 2919.862305
	Iteration 21Q: 3 clusters Score -1005847 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6755 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -1005859.937500 Penalty: 2919.862305
	Iteration 22Q: 3 clusters Score -1005860 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6749 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -1005868.375000 Penalty: 2919.862305
	Iteration 23Q: 3 clusters Score -1005868 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6756 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -1005875.937500 Penalty: 2919.862305
	Iteration 24Q: 3 clusters Score -1005876 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6760 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -1005886.875000 Penalty: 2919.862305
	Iteration 25Q: 3 clusters Score -1005887 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6765 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -1005889.437500 Penalty: 2919.862305
	Iteration 26Q: 3 clusters Score -1005889 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6767 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -1005892.000000 Penalty: 2919.862305
	Iteration 27Q: 3 clusters Score -1005892 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6763 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -1005894.875000 Penalty: 2919.862305
	Iteration 28Q: 3 clusters Score -1005895 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6757 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -1005895.187500 Penalty: 2919.862305
	Iteration 29Q: 3 clusters Score -1005895 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6753 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -1005897.437500 Penalty: 2919.862305
	Iteration 30Q: 3 clusters Score -1005897 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6752 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -1005897.937500 Penalty: 2919.862305
	Iteration 31Q: 3 clusters Score -1005898 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6752 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -1005896.625000 Penalty: 2919.862305
	Iteration 32Q: 3 clusters Score -1005897 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6751 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -1005898.125000 Penalty: 2919.862305
	Iteration 33Q: 3 clusters Score -1005898 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6749 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -1005899.125000 Penalty: 2919.862305
	Iteration 34Q: 3 clusters Score -1005899 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6746 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -1005900.750000 Penalty: 2919.862305
	Iteration 35Q: 3 clusters Score -1005901 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6742 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -1005899.500000 Penalty: 2919.862305
	Iteration 36Q: 3 clusters Score -1005900 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6739 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -1005900.687500 Penalty: 2919.862305
	Iteration 37Q: 3 clusters Score -1005901 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6739 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -1005900.937500 Penalty: 2919.862305
	Iteration 38Q: 3 clusters Score -1005901 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6736 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -1005902.625000 Penalty: 2919.862305
	Iteration 39Q: 3 clusters Score -1005903 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6734 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -1005903.500000 Penalty: 2919.862305
	Iteration 40F: 3 clusters Score -1005904 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6732 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -1005904.687500 Penalty: 2919.862305
	Iteration 41Q: 3 clusters Score -1005905 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6730 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -1005904.750000 Penalty: 2919.862305
	Iteration 42Q: 3 clusters Score -1005905 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6730 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -1005904.750000 Penalty: 2919.862305
	Iteration 43F: 3 clusters Score -1005905 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (4395 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Entering Unmasked Estep 
Score: -459330.281250 Penalty: 1363.086182
	Iteration 0F: 2 clusters Score -459330.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -455764.312500 Penalty: 2726.172363
	Iteration 0F: 3 clusters Score -455764.3 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -456990.468750 Penalty: 2726.172363
	Iteration 1F: 3 clusters Score -456990.5 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -457459.531250 Penalty: 2726.172363
	Iteration 2F: 3 clusters Score -457459.5 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -457814.781250 Penalty: 2726.172363
	Iteration 3F: 3 clusters Score -457814.8 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -458065.625000 Penalty: 2726.172363
	Iteration 4F: 3 clusters Score -458065.6 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -458236.187500 Penalty: 2726.172363
	Iteration 5F: 3 clusters Score -458236.2 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -458350.250000 Penalty: 2726.172363
	Iteration 6Q: 3 clusters Score -458350.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -458429.468750 Penalty: 2726.172363
	Iteration 7Q: 3 clusters Score -458429.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -458491.593750 Penalty: 2726.172363
	Iteration 8Q: 3 clusters Score -458491.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -458531.562500 Penalty: 2726.172363
	Iteration 9Q: 3 clusters Score -458531.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -458565.531250 Penalty: 2726.172363
	Iteration 10Q: 3 clusters Score -458565.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -458606.468750 Penalty: 2726.172363
	Iteration 11Q: 3 clusters Score -458606.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -458659.000000 Penalty: 2726.172363
	Iteration 12Q: 3 clusters Score -458659 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -458706.625000 Penalty: 2726.172363
	Iteration 13Q: 3 clusters Score -458706.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -458747.687500 Penalty: 2726.172363
	Iteration 14Q: 3 clusters Score -458747.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -458775.343750 Penalty: 2726.172363
	Iteration 15Q: 3 clusters Score -458775.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -458795.250000 Penalty: 2726.172363
	Iteration 16Q: 3 clusters Score -458795.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -458810.343750 Penalty: 2726.172363
	Iteration 17Q: 3 clusters Score -458810.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -458817.375000 Penalty: 2726.172363
	Iteration 18Q: 3 clusters Score -458817.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -458824.781250 Penalty: 2726.172363
	Iteration 19Q: 3 clusters Score -458824.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -458830.437500 Penalty: 2726.172363
	Iteration 20F: 3 clusters Score -458830.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -458834.156250 Penalty: 2726.172363
	Iteration 21Q: 3 clusters Score -458834.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -458835.781250 Penalty: 2726.172363
	Iteration 22Q: 3 clusters Score -458835.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -458836.687500 Penalty: 2726.172363
	Iteration 23Q: 3 clusters Score -458836.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -458838.656250 Penalty: 2726.172363
	Iteration 24Q: 3 clusters Score -458838.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -458841.781250 Penalty: 2726.172363
	Iteration 25Q: 3 clusters Score -458841.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -458844.281250 Penalty: 2726.172363
	Iteration 26Q: 3 clusters Score -458844.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -458847.187500 Penalty: 2726.172363
	Iteration 27Q: 3 clusters Score -458847.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -458848.281250 Penalty: 2726.172363
	Iteration 28Q: 3 clusters Score -458848.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -458849.312500 Penalty: 2726.172363
	Iteration 29Q: 3 clusters Score -458849.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -458850.687500 Penalty: 2726.172363
	Iteration 30Q: 3 clusters Score -458850.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -458850.937500 Penalty: 2726.172363
	Iteration 31Q: 3 clusters Score -458850.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -458850.437500 Penalty: 2726.172363
	Iteration 32Q: 3 clusters Score -458850.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -458851.343750 Penalty: 2726.172363
	Iteration 33Q: 3 clusters Score -458851.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -458851.343750 Penalty: 2726.172363
	Iteration 34F: 3 clusters Score -458851.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (3996 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Entering Unmasked Estep 
Score: -483481.875000 Penalty: 1347.620483
	Iteration 0F: 2 clusters Score -483481.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -480101.593750 Penalty: 2695.240967
	Iteration 0F: 3 clusters Score -480101.6 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -481121.062500 Penalty: 2695.240967
	Iteration 1F: 3 clusters Score -481121.1 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -481396.437500 Penalty: 2695.240967
	Iteration 2F: 3 clusters Score -481396.4 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -481638.968750 Penalty: 2695.240967
	Iteration 3F: 3 clusters Score -481639 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -481874.468750 Penalty: 2695.240967
	Iteration 4F: 3 clusters Score -481874.5 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -482220.156250 Penalty: 2695.240967
	Iteration 5F: 3 clusters Score -482220.2 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -482839.687500 Penalty: 2695.240967
	Iteration 6F: 3 clusters Score -482839.7 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -483459.281250 Penalty: 2695.240967
	Iteration 7F: 3 clusters Score -483459.3 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -483829.625000 Penalty: 2695.240967
	Iteration 8F: 3 clusters Score -483829.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -483957.906250 Penalty: 2695.240967
	Iteration 9Q: 3 clusters Score -483957.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -484002.531250 Penalty: 2695.240967
	Iteration 10Q: 3 clusters Score -484002.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -484012.718750 Penalty: 2695.240967
	Iteration 11Q: 3 clusters Score -484012.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -484026.625000 Penalty: 2695.240967
	Iteration 12Q: 3 clusters Score -484026.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -484033.062500 Penalty: 2695.240967
	Iteration 13Q: 3 clusters Score -484033.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -484036.312500 Penalty: 2695.240967
	Iteration 14Q: 3 clusters Score -484036.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -484038.281250 Penalty: 2695.240967
	Iteration 15Q: 3 clusters Score -484038.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -484041.062500 Penalty: 2695.240967
	Iteration 16Q: 3 clusters Score -484041.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -484041.343750 Penalty: 2695.240967
	Iteration 17Q: 3 clusters Score -484041.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -484041.875000 Penalty: 2695.240967
	Iteration 18Q: 3 clusters Score -484041.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -484042.812500 Penalty: 2695.240967
	Iteration 19Q: 3 clusters Score -484042.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -484043.968750 Penalty: 2695.240967
	Iteration 20F: 3 clusters Score -484044 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -484045.843750 Penalty: 2695.240967
	Iteration 21Q: 3 clusters Score -484045.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -484047.125000 Penalty: 2695.240967
	Iteration 22Q: 3 clusters Score -484047.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -484047.312500 Penalty: 2695.240967
	Iteration 23Q: 3 clusters Score -484047.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -484047.312500 Penalty: 2695.240967
	Iteration 24F: 3 clusters Score -484047.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 13535 members 
Mstep: Class 2 contains 27262 members 
Mstep: Class 3 contains 50595 members 
Mstep: Class 4 contains 7976 members 
Mstep: Class 5 contains 4395 members 
Mstep: Class 6 contains 2550 members 
Mstep: Class 7 contains 74541 members 
Mstep: Class 8 contains 16424 members 
Mstep: Class 9 contains 21831 members 
Mstep: Class 10 contains 33606 members 
Mstep: Class 11 contains 44603 members 
Mstep: Class 12 contains 12390 members 
Mstep: Class 13 contains 17315 members 
Mstep: Class 14 contains 17917 members 
Mstep: Class 15 contains 466 members 
Mstep: Class 16 contains 8542 members 
Mstep: Class 17 contains 6273 members 
Mstep: Class 18 contains 2847 members 
Mstep: Class 19 contains 3258 members 
Mstep: Class 20 contains 33096 members 
Mstep: Class 21 contains 36523 members 
Mstep: Class 22 contains 25882 members 
Mstep: Class 23 contains 4867 members 
Mstep: Class 24 contains 33669 members 
Mstep: Class 25 contains 2495 members 
Mstep: Class 26 contains 9787 members 
Mstep: Class 27 contains 4439 members 
Mstep: Class 28 contains 38254 members 
Mstep: Class 29 contains 4547 members 
Mstep: Class 30 contains 1825 members 
Mstep: Class 31 contains 3317 members 
Mstep: Class 32 contains 987 members 
Mstep: Class 33 contains 16677 members 
Mstep: Class 34 contains 3062 members 
Mstep: Class 35 contains 147949 members 
Mstep: Class 36 contains 11545 members 
Mstep: Class 37 contains 1761 members 
Mstep: Class 38 contains 22607 members 
Mstep: Class 39 contains 2538 members 
Mstep: Class 40 contains 1446 members 
Mstep: Class 41 contains 11812 members 
Mstep: Class 42 contains 17563 members 
Mstep: Class 43 contains 12799 members 
Mstep: Class 44 contains 685 members 
Mstep: Class 45 contains 2170 members 
Mstep: Class 46 contains 1946 members 
Entering Unmasked Estep 
Score: -100301968.000000 Penalty: 101793.265625
Splitting cluster 6 changes total score from -100302608.000000 to -100301968.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (74541 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74541 members 
Entering Unmasked Estep 
Score: -9457552.000000 Penalty: 1823.104492
	Iteration 0F: 2 clusters Score -9457552 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37102 members 
Mstep: Class 2 contains 37439 members 
Entering Unmasked Estep 
Score: -9407916.000000 Penalty: 3646.208984
	Iteration 0F: 3 clusters Score -9407916 nChanged 35184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34686 members 
Mstep: Class 2 contains 39855 members 
Entering Unmasked Estep 
Score: -9428163.000000 Penalty: 3646.208984
	Iteration 1F: 3 clusters Score -9428163 nChanged 3446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32620 members 
Mstep: Class 2 contains 41921 members 
Entering Unmasked Estep 
Score: -9429567.000000 Penalty: 3646.208984
	Iteration 2Q: 3 clusters Score -9429567 nChanged 4481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29441 members 
Mstep: Class 2 contains 45100 members 
Entering Unmasked Estep 
Score: -9431997.000000 Penalty: 3646.208984
	Iteration 3F: 3 clusters Score -9431997 nChanged 5723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25076 members 
Mstep: Class 2 contains 49465 members 
Entering Unmasked Estep 
Score: -9435859.000000 Penalty: 3646.208984
	Iteration 4F: 3 clusters Score -9435859 nChanged 6184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20156 members 
Mstep: Class 2 contains 54385 members 
Entering Unmasked Estep 
Score: -9440332.000000 Penalty: 3646.208984
	Iteration 5F: 3 clusters Score -9440332 nChanged 5527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15653 members 
Mstep: Class 2 contains 58888 members 
Entering Unmasked Estep 
Score: -9444249.000000 Penalty: 3646.208984
	Iteration 6F: 3 clusters Score -9444249 nChanged 4271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11912 members 
Mstep: Class 2 contains 62629 members 
Entering Unmasked Estep 
Score: -9447001.000000 Penalty: 3646.208984
	Iteration 7F: 3 clusters Score -9447001 nChanged 3325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8777 members 
Mstep: Class 2 contains 65764 members 
Entering Unmasked Estep 
Score: -9449305.000000 Penalty: 3646.208984
	Iteration 8Q: 3 clusters Score -9449305 nChanged 2638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6179 members 
Mstep: Class 2 contains 68362 members 
Entering Unmasked Estep 
Score: -9451126.000000 Penalty: 3646.208984
	Iteration 9Q: 3 clusters Score -9451126 nChanged 2110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 70466 members 
Entering Unmasked Estep 
Score: -9452808.000000 Penalty: 3646.208984
	Iteration 10Q: 3 clusters Score -9452808 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 72047 members 
Entering Unmasked Estep 
Score: -9454105.000000 Penalty: 3646.208984
	Iteration 11Q: 3 clusters Score -9454105 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 73094 members 
Entering Unmasked Estep 
Score: -9454983.000000 Penalty: 3646.208984
	Iteration 12Q: 3 clusters Score -9454983 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 73683 members 
Entering Unmasked Estep 
Score: -9455440.000000 Penalty: 3646.208984
	Iteration 13Q: 3 clusters Score -9455440 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 73940 members 
Entering Unmasked Estep 
Score: -9455606.000000 Penalty: 3646.208984
	Iteration 14Q: 3 clusters Score -9455606 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 74052 members 
Entering Unmasked Estep 
Score: -9455719.000000 Penalty: 3646.208984
	Iteration 15Q: 3 clusters Score -9455719 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 74122 members 
Entering Unmasked Estep 
Score: -9455817.000000 Penalty: 3646.208984
	Iteration 16Q: 3 clusters Score -9455817 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 74159 members 
Entering Unmasked Estep 
Score: -9455839.000000 Penalty: 3646.208984
	Iteration 17Q: 3 clusters Score -9455839 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 74187 members 
Entering Unmasked Estep 
Score: -9455872.000000 Penalty: 3646.208984
	Iteration 18Q: 3 clusters Score -9455872 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 74201 members 
Entering Unmasked Estep 
Score: -9455892.000000 Penalty: 3646.208984
	Iteration 19Q: 3 clusters Score -9455892 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 74219 members 
Entering Unmasked Estep 
Score: -9455898.000000 Penalty: 3646.208984
	Iteration 20F: 3 clusters Score -9455898 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 74226 members 
Entering Unmasked Estep 
Score: -9455921.000000 Penalty: 3646.208984
	Iteration 21Q: 3 clusters Score -9455921 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 74231 members 
Entering Unmasked Estep 
Score: -9455930.000000 Penalty: 3646.208984
	Iteration 22Q: 3 clusters Score -9455930 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 74237 members 
Entering Unmasked Estep 
Score: -9455939.000000 Penalty: 3646.208984
	Iteration 23Q: 3 clusters Score -9455939 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 74239 members 
Entering Unmasked Estep 
Score: -9455946.000000 Penalty: 3646.208984
	Iteration 24Q: 3 clusters Score -9455946 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 74244 members 
Entering Unmasked Estep 
Score: -9455949.000000 Penalty: 3646.208984
	Iteration 25Q: 3 clusters Score -9455949 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 74250 members 
Entering Unmasked Estep 
Score: -9455970.000000 Penalty: 3646.208984
	Iteration 26Q: 3 clusters Score -9455970 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 74255 members 
Entering Unmasked Estep 
Score: -9455964.000000 Penalty: 3646.208984
	Iteration 27Q: 3 clusters Score -9455964 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 74259 members 
Entering Unmasked Estep 
Score: -9455973.000000 Penalty: 3646.208984
	Iteration 28Q: 3 clusters Score -9455973 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 74259 members 
Entering Unmasked Estep 
Score: -9455969.000000 Penalty: 3646.208984
	Iteration 29Q: 3 clusters Score -9455969 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 74259 members 
Entering Unmasked Estep 
Score: -9455969.000000 Penalty: 3646.208984
	Iteration 30F: 3 clusters Score -9455969 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (16424 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16424 members 
Entering Unmasked Estep 
Score: -2078593.625000 Penalty: 1577.306152
	Iteration 0F: 2 clusters Score -2078594 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8195 members 
Mstep: Class 2 contains 8229 members 
Entering Unmasked Estep 
Score: -2067252.750000 Penalty: 3154.612305
	Iteration 0F: 3 clusters Score -2067253 nChanged 7308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7827 members 
Mstep: Class 2 contains 8597 members 
Entering Unmasked Estep 
Score: -2071293.000000 Penalty: 3154.612305
	Iteration 1F: 3 clusters Score -2071293 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7667 members 
Mstep: Class 2 contains 8757 members 
Entering Unmasked Estep 
Score: -2071764.750000 Penalty: 3154.612305
	Iteration 2F: 3 clusters Score -2071765 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7464 members 
Mstep: Class 2 contains 8960 members 
Entering Unmasked Estep 
Score: -2072245.375000 Penalty: 3154.612305
	Iteration 3F: 3 clusters Score -2072245 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7240 members 
Mstep: Class 2 contains 9184 members 
Entering Unmasked Estep 
Score: -2072757.750000 Penalty: 3154.612305
	Iteration 4F: 3 clusters Score -2072758 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6949 members 
Mstep: Class 2 contains 9475 members 
Entering Unmasked Estep 
Score: -2073300.375000 Penalty: 3154.612305
	Iteration 5F: 3 clusters Score -2073300 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6648 members 
Mstep: Class 2 contains 9776 members 
Entering Unmasked Estep 
Score: -2073866.625000 Penalty: 3154.612305
	Iteration 6F: 3 clusters Score -2073867 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6364 members 
Mstep: Class 2 contains 10060 members 
Entering Unmasked Estep 
Score: -2074431.750000 Penalty: 3154.612305
	Iteration 7F: 3 clusters Score -2074432 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6148 members 
Mstep: Class 2 contains 10276 members 
Entering Unmasked Estep 
Score: -2075017.375000 Penalty: 3154.612305
	Iteration 8F: 3 clusters Score -2075017 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6055 members 
Mstep: Class 2 contains 10369 members 
Entering Unmasked Estep 
Score: -2075577.000000 Penalty: 3154.612305
	Iteration 9Q: 3 clusters Score -2075577 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6034 members 
Mstep: Class 2 contains 10390 members 
Entering Unmasked Estep 
Score: -2076053.250000 Penalty: 3154.612305
	Iteration 10Q: 3 clusters Score -2076053 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5995 members 
Mstep: Class 2 contains 10429 members 
Entering Unmasked Estep 
Score: -2076364.625000 Penalty: 3154.612305
	Iteration 11Q: 3 clusters Score -2076365 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5952 members 
Mstep: Class 2 contains 10472 members 
Entering Unmasked Estep 
Score: -2076545.000000 Penalty: 3154.612305
	Iteration 12Q: 3 clusters Score -2076545 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5881 members 
Mstep: Class 2 contains 10543 members 
Entering Unmasked Estep 
Score: -2076648.750000 Penalty: 3154.612305
	Iteration 13Q: 3 clusters Score -2076649 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5820 members 
Mstep: Class 2 contains 10604 members 
Entering Unmasked Estep 
Score: -2076712.500000 Penalty: 3154.612305
	Iteration 14Q: 3 clusters Score -2076712 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5756 members 
Mstep: Class 2 contains 10668 members 
Entering Unmasked Estep 
Score: -2076758.875000 Penalty: 3154.612305
	Iteration 15Q: 3 clusters Score -2076759 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5717 members 
Mstep: Class 2 contains 10707 members 
Entering Unmasked Estep 
Score: -2076788.000000 Penalty: 3154.612305
	Iteration 16Q: 3 clusters Score -2076788 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5672 members 
Mstep: Class 2 contains 10752 members 
Entering Unmasked Estep 
Score: -2076804.875000 Penalty: 3154.612305
	Iteration 17Q: 3 clusters Score -2076805 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 10807 members 
Entering Unmasked Estep 
Score: -2076828.500000 Penalty: 3154.612305
	Iteration 18Q: 3 clusters Score -2076828 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5553 members 
Mstep: Class 2 contains 10871 members 
Entering Unmasked Estep 
Score: -2076847.875000 Penalty: 3154.612305
	Iteration 19Q: 3 clusters Score -2076848 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5487 members 
Mstep: Class 2 contains 10937 members 
Entering Unmasked Estep 
Score: -2076868.500000 Penalty: 3154.612305
	Iteration 20F: 3 clusters Score -2076868 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 11013 members 
Entering Unmasked Estep 
Score: -2076885.625000 Penalty: 3154.612305
	Iteration 21Q: 3 clusters Score -2076886 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 11108 members 
Entering Unmasked Estep 
Score: -2076919.375000 Penalty: 3154.612305
	Iteration 22Q: 3 clusters Score -2076919 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5216 members 
Mstep: Class 2 contains 11208 members 
Entering Unmasked Estep 
Score: -2076962.250000 Penalty: 3154.612305
	Iteration 23Q: 3 clusters Score -2076962 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 11322 members 
Entering Unmasked Estep 
Score: -2077004.375000 Penalty: 3154.612305
	Iteration 24Q: 3 clusters Score -2077004 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 11460 members 
Entering Unmasked Estep 
Score: -2077065.875000 Penalty: 3154.612305
	Iteration 25Q: 3 clusters Score -2077066 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 11627 members 
Entering Unmasked Estep 
Score: -2077179.125000 Penalty: 3154.612305
	Iteration 26Q: 3 clusters Score -2077179 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 11831 members 
Entering Unmasked Estep 
Score: -2077354.500000 Penalty: 3154.612305
	Iteration 27Q: 3 clusters Score -2077354 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 12056 members 
Entering Unmasked Estep 
Score: -2077607.000000 Penalty: 3154.612305
	Iteration 28Q: 3 clusters Score -2077607 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 12316 members 
Entering Unmasked Estep 
Score: -2077982.750000 Penalty: 3154.612305
	Iteration 29Q: 3 clusters Score -2077983 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 12556 members 
Entering Unmasked Estep 
Score: -2078277.375000 Penalty: 3154.612305
	Iteration 30Q: 3 clusters Score -2078277 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 12703 members 
Entering Unmasked Estep 
Score: -2078421.500000 Penalty: 3154.612305
	Iteration 31Q: 3 clusters Score -2078422 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 12802 members 
Entering Unmasked Estep 
Score: -2078479.000000 Penalty: 3154.612305
	Iteration 32Q: 3 clusters Score -2078479 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 12880 members 
Entering Unmasked Estep 
Score: -2078531.000000 Penalty: 3154.612305
	Iteration 33Q: 3 clusters Score -2078531 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 12935 members 
Entering Unmasked Estep 
Score: -2078553.000000 Penalty: 3154.612305
	Iteration 34Q: 3 clusters Score -2078553 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 12984 members 
Entering Unmasked Estep 
Score: -2078578.000000 Penalty: 3154.612305
	Iteration 35Q: 3 clusters Score -2078578 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 13038 members 
Entering Unmasked Estep 
Score: -2078593.750000 Penalty: 3154.612305
	Iteration 36Q: 3 clusters Score -2078594 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 13084 members 
Entering Unmasked Estep 
Score: -2078605.625000 Penalty: 3154.612305
	Iteration 37Q: 3 clusters Score -2078606 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 13119 members 
Entering Unmasked Estep 
Score: -2078611.125000 Penalty: 3154.612305
	Iteration 38Q: 3 clusters Score -2078611 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 13160 members 
Entering Unmasked Estep 
Score: -2078624.125000 Penalty: 3154.612305
	Iteration 39Q: 3 clusters Score -2078624 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 13195 members 
Entering Unmasked Estep 
Score: -2078633.125000 Penalty: 3154.612305
	Iteration 40F: 3 clusters Score -2078633 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 13223 members 
Entering Unmasked Estep 
Score: -2078637.125000 Penalty: 3154.612305
	Iteration 41Q: 3 clusters Score -2078637 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 13252 members 
Entering Unmasked Estep 
Score: -2078648.000000 Penalty: 3154.612305
	Iteration 42Q: 3 clusters Score -2078648 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 13278 members 
Entering Unmasked Estep 
Score: -2078651.875000 Penalty: 3154.612305
	Iteration 43Q: 3 clusters Score -2078652 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 13306 members 
Entering Unmasked Estep 
Score: -2078660.750000 Penalty: 3154.612305
	Iteration 44Q: 3 clusters Score -2078661 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 13340 members 
Entering Unmasked Estep 
Score: -2078669.500000 Penalty: 3154.612305
	Iteration 45Q: 3 clusters Score -2078670 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 13378 members 
Entering Unmasked Estep 
Score: -2078678.000000 Penalty: 3154.612305
	Iteration 46Q: 3 clusters Score -2078678 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 13402 members 
Entering Unmasked Estep 
Score: -2078686.750000 Penalty: 3154.612305
	Iteration 47Q: 3 clusters Score -2078687 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 13428 members 
Entering Unmasked Estep 
Score: -2078694.375000 Penalty: 3154.612305
	Iteration 48Q: 3 clusters Score -2078694 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 13450 members 
Entering Unmasked Estep 
Score: -2078699.000000 Penalty: 3154.612305
	Iteration 49Q: 3 clusters Score -2078699 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 13475 members 
Entering Unmasked Estep 
Score: -2078701.750000 Penalty: 3154.612305
	Iteration 50Q: 3 clusters Score -2078702 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 13492 members 
Entering Unmasked Estep 
Score: -2078702.000000 Penalty: 3154.612305
	Iteration 51Q: 3 clusters Score -2078702 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 13509 members 
Entering Unmasked Estep 
Score: -2078708.750000 Penalty: 3154.612305
	Iteration 52Q: 3 clusters Score -2078709 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 13534 members 
Entering Unmasked Estep 
Score: -2078716.125000 Penalty: 3154.612305
	Iteration 53Q: 3 clusters Score -2078716 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 13558 members 
Entering Unmasked Estep 
Score: -2078723.375000 Penalty: 3154.612305
	Iteration 54Q: 3 clusters Score -2078723 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 13580 members 
Entering Unmasked Estep 
Score: -2078732.250000 Penalty: 3154.612305
	Iteration 55Q: 3 clusters Score -2078732 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 13596 members 
Entering Unmasked Estep 
Score: -2078733.125000 Penalty: 3154.612305
	Iteration 56Q: 3 clusters Score -2078733 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 13613 members 
Entering Unmasked Estep 
Score: -2078734.375000 Penalty: 3154.612305
	Iteration 57Q: 3 clusters Score -2078734 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 13624 members 
Entering Unmasked Estep 
Score: -2078741.750000 Penalty: 3154.612305
	Iteration 58Q: 3 clusters Score -2078742 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 13629 members 
Entering Unmasked Estep 
Score: -2078741.250000 Penalty: 3154.612305
	Iteration 59Q: 3 clusters Score -2078741 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 13634 members 
Entering Unmasked Estep 
Score: -2078743.375000 Penalty: 3154.612305
	Iteration 60F: 3 clusters Score -2078743 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 13638 members 
Entering Unmasked Estep 
Score: -2078742.000000 Penalty: 3154.612305
	Iteration 61Q: 3 clusters Score -2078742 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 13644 members 
Entering Unmasked Estep 
Score: -2078740.875000 Penalty: 3154.612305
	Iteration 62Q: 3 clusters Score -2078741 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 13644 members 
Entering Unmasked Estep 
Score: -2078741.625000 Penalty: 3154.612305
	Iteration 63Q: 3 clusters Score -2078742 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 13646 members 
Entering Unmasked Estep 
Score: -2078741.500000 Penalty: 3154.612305
	Iteration 64Q: 3 clusters Score -2078742 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 13647 members 
Entering Unmasked Estep 
Score: -2078740.750000 Penalty: 3154.612305
	Iteration 65Q: 3 clusters Score -2078741 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 13647 members 
Entering Unmasked Estep 
Score: -2078740.750000 Penalty: 3154.612305
	Iteration 66F: 3 clusters Score -2078741 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 13535 members 
Mstep: Class 2 contains 27262 members 
Mstep: Class 3 contains 50595 members 
Mstep: Class 4 contains 7976 members 
Mstep: Class 5 contains 4395 members 
Mstep: Class 6 contains 3996 members 
Mstep: Class 7 contains 74541 members 
Mstep: Class 8 contains 2777 members 
Mstep: Class 9 contains 21831 members 
Mstep: Class 10 contains 33606 members 
Mstep: Class 11 contains 44603 members 
Mstep: Class 12 contains 12390 members 
Mstep: Class 13 contains 17315 members 
Mstep: Class 14 contains 17917 members 
Mstep: Class 15 contains 466 members 
Mstep: Class 16 contains 8542 members 
Mstep: Class 17 contains 6273 members 
Mstep: Class 18 contains 2847 members 
Mstep: Class 19 contains 3258 members 
Mstep: Class 20 contains 33096 members 
Mstep: Class 21 contains 36523 members 
Mstep: Class 22 contains 25882 members 
Mstep: Class 23 contains 4867 members 
Mstep: Class 24 contains 33669 members 
Mstep: Class 25 contains 2495 members 
Mstep: Class 26 contains 9787 members 
Mstep: Class 27 contains 4439 members 
Mstep: Class 28 contains 38254 members 
Mstep: Class 29 contains 4547 members 
Mstep: Class 30 contains 1825 members 
Mstep: Class 31 contains 3317 members 
Mstep: Class 32 contains 987 members 
Mstep: Class 33 contains 16677 members 
Mstep: Class 34 contains 3062 members 
Mstep: Class 35 contains 147949 members 
Mstep: Class 36 contains 11545 members 
Mstep: Class 37 contains 1761 members 
Mstep: Class 38 contains 22607 members 
Mstep: Class 39 contains 2538 members 
Mstep: Class 40 contains 13647 members 
Mstep: Class 41 contains 11812 members 
Mstep: Class 42 contains 17563 members 
Mstep: Class 43 contains 12799 members 
Mstep: Class 44 contains 685 members 
Mstep: Class 45 contains 2170 members 
Mstep: Class 46 contains 1946 members 
Entering Unmasked Estep 
Score: -100302368.000000 Penalty: 101793.265625
Splitting cluster 8 changes total score from -100302608.000000 to -100302368.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (21831 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21831 members 
Entering Unmasked Estep 
Score: -2770923.750000 Penalty: 1623.551514
	Iteration 0F: 2 clusters Score -2770924 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10788 members 
Mstep: Class 2 contains 11043 members 
Entering Unmasked Estep 
Score: -2756069.250000 Penalty: 3247.103027
	Iteration 0F: 3 clusters Score -2756069 nChanged 9918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10272 members 
Mstep: Class 2 contains 11559 members 
Entering Unmasked Estep 
Score: -2761624.500000 Penalty: 3247.103027
	Iteration 1F: 3 clusters Score -2761624 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9865 members 
Mstep: Class 2 contains 11966 members 
Entering Unmasked Estep 
Score: -2762026.000000 Penalty: 3247.103027
	Iteration 2Q: 3 clusters Score -2762026 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9329 members 
Mstep: Class 2 contains 12502 members 
Entering Unmasked Estep 
Score: -2762443.250000 Penalty: 3247.103027
	Iteration 3Q: 3 clusters Score -2762443 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8655 members 
Mstep: Class 2 contains 13176 members 
Entering Unmasked Estep 
Score: -2762893.000000 Penalty: 3247.103027
	Iteration 4Q: 3 clusters Score -2762893 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7734 members 
Mstep: Class 2 contains 14097 members 
Entering Unmasked Estep 
Score: -2763473.500000 Penalty: 3247.103027
	Iteration 5Q: 3 clusters Score -2763474 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6586 members 
Mstep: Class 2 contains 15245 members 
Entering Unmasked Estep 
Score: -2764250.750000 Penalty: 3247.103027
	Iteration 6F: 3 clusters Score -2764251 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 16636 members 
Entering Unmasked Estep 
Score: -2765269.000000 Penalty: 3247.103027
	Iteration 7F: 3 clusters Score -2765269 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 18159 members 
Entering Unmasked Estep 
Score: -2766544.500000 Penalty: 3247.103027
	Iteration 8F: 3 clusters Score -2766544 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 19499 members 
Entering Unmasked Estep 
Score: -2767727.750000 Penalty: 3247.103027
	Iteration 9F: 3 clusters Score -2767728 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 20456 members 
Entering Unmasked Estep 
Score: -2768583.500000 Penalty: 3247.103027
	Iteration 10Q: 3 clusters Score -2768584 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 20993 members 
Entering Unmasked Estep 
Score: -2769056.500000 Penalty: 3247.103027
	Iteration 11Q: 3 clusters Score -2769056 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 21271 members 
Entering Unmasked Estep 
Score: -2769295.500000 Penalty: 3247.103027
	Iteration 12Q: 3 clusters Score -2769296 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 21399 members 
Entering Unmasked Estep 
Score: -2769419.750000 Penalty: 3247.103027
	Iteration 13Q: 3 clusters Score -2769420 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 21462 members 
Entering Unmasked Estep 
Score: -2769490.750000 Penalty: 3247.103027
	Iteration 14Q: 3 clusters Score -2769491 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 21504 members 
Entering Unmasked Estep 
Score: -2769522.750000 Penalty: 3247.103027
	Iteration 15Q: 3 clusters Score -2769523 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 21531 members 
Entering Unmasked Estep 
Score: -2769551.250000 Penalty: 3247.103027
	Iteration 16Q: 3 clusters Score -2769551 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 21551 members 
Entering Unmasked Estep 
Score: -2769569.500000 Penalty: 3247.103027
	Iteration 17Q: 3 clusters Score -2769570 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 21560 members 
Entering Unmasked Estep 
Score: -2769580.750000 Penalty: 3247.103027
	Iteration 18Q: 3 clusters Score -2769581 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 21567 members 
Entering Unmasked Estep 
Score: -2769586.500000 Penalty: 3247.103027
	Iteration 19Q: 3 clusters Score -2769586 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 21571 members 
Entering Unmasked Estep 
Score: -2769592.750000 Penalty: 3247.103027
	Iteration 20F: 3 clusters Score -2769593 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 21576 members 
Entering Unmasked Estep 
Score: -2769597.750000 Penalty: 3247.103027
	Iteration 21Q: 3 clusters Score -2769598 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 21579 members 
Entering Unmasked Estep 
Score: -2769599.250000 Penalty: 3247.103027
	Iteration 22Q: 3 clusters Score -2769599 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 21579 members 
Entering Unmasked Estep 
Score: -2769598.750000 Penalty: 3247.103027
	Iteration 23Q: 3 clusters Score -2769599 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 21579 members 
Entering Unmasked Estep 
Score: -2769598.750000 Penalty: 3247.103027
	Iteration 24F: 3 clusters Score -2769599 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (33606 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33606 members 
Entering Unmasked Estep 
Score: -4054980.750000 Penalty: 1693.649658
	Iteration 0F: 2 clusters Score -4054981 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16754 members 
Mstep: Class 2 contains 16852 members 
Entering Unmasked Estep 
Score: -4032452.750000 Penalty: 3387.299316
	Iteration 0F: 3 clusters Score -4032453 nChanged 15497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16255 members 
Mstep: Class 2 contains 17351 members 
Entering Unmasked Estep 
Score: -4040991.000000 Penalty: 3387.299316
	Iteration 1F: 3 clusters Score -4040991 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16018 members 
Mstep: Class 2 contains 17588 members 
Entering Unmasked Estep 
Score: -4041500.000000 Penalty: 3387.299316
	Iteration 2Q: 3 clusters Score -4041500 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15663 members 
Mstep: Class 2 contains 17943 members 
Entering Unmasked Estep 
Score: -4041987.500000 Penalty: 3387.299316
	Iteration 3Q: 3 clusters Score -4041988 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15183 members 
Mstep: Class 2 contains 18423 members 
Entering Unmasked Estep 
Score: -4042497.250000 Penalty: 3387.299316
	Iteration 4Q: 3 clusters Score -4042497 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14561 members 
Mstep: Class 2 contains 19045 members 
Entering Unmasked Estep 
Score: -4043122.250000 Penalty: 3387.299316
	Iteration 5Q: 3 clusters Score -4043122 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13762 members 
Mstep: Class 2 contains 19844 members 
Entering Unmasked Estep 
Score: -4043932.000000 Penalty: 3387.299316
	Iteration 6Q: 3 clusters Score -4043932 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12804 members 
Mstep: Class 2 contains 20802 members 
Entering Unmasked Estep 
Score: -4044914.000000 Penalty: 3387.299316
	Iteration 7F: 3 clusters Score -4044914 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11807 members 
Mstep: Class 2 contains 21799 members 
Entering Unmasked Estep 
Score: -4046070.500000 Penalty: 3387.299316
	Iteration 8F: 3 clusters Score -4046070 nChanged 1782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10741 members 
Mstep: Class 2 contains 22865 members 
Entering Unmasked Estep 
Score: -4047303.000000 Penalty: 3387.299316
	Iteration 9F: 3 clusters Score -4047303 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9743 members 
Mstep: Class 2 contains 23863 members 
Entering Unmasked Estep 
Score: -4048500.250000 Penalty: 3387.299316
	Iteration 10F: 3 clusters Score -4048500 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8859 members 
Mstep: Class 2 contains 24747 members 
Entering Unmasked Estep 
Score: -4049487.750000 Penalty: 3387.299316
	Iteration 11Q: 3 clusters Score -4049488 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8152 members 
Mstep: Class 2 contains 25454 members 
Entering Unmasked Estep 
Score: -4050086.750000 Penalty: 3387.299316
	Iteration 12Q: 3 clusters Score -4050087 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7574 members 
Mstep: Class 2 contains 26032 members 
Entering Unmasked Estep 
Score: -4050495.000000 Penalty: 3387.299316
	Iteration 13Q: 3 clusters Score -4050495 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7061 members 
Mstep: Class 2 contains 26545 members 
Entering Unmasked Estep 
Score: -4050745.750000 Penalty: 3387.299316
	Iteration 14Q: 3 clusters Score -4050746 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6565 members 
Mstep: Class 2 contains 27041 members 
Entering Unmasked Estep 
Score: -4050982.000000 Penalty: 3387.299316
	Iteration 15Q: 3 clusters Score -4050982 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6100 members 
Mstep: Class 2 contains 27506 members 
Entering Unmasked Estep 
Score: -4051193.000000 Penalty: 3387.299316
	Iteration 16Q: 3 clusters Score -4051193 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5647 members 
Mstep: Class 2 contains 27959 members 
Entering Unmasked Estep 
Score: -4051387.000000 Penalty: 3387.299316
	Iteration 17Q: 3 clusters Score -4051387 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5222 members 
Mstep: Class 2 contains 28384 members 
Entering Unmasked Estep 
Score: -4051567.250000 Penalty: 3387.299316
	Iteration 18Q: 3 clusters Score -4051567 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 28808 members 
Entering Unmasked Estep 
Score: -4051729.000000 Penalty: 3387.299316
	Iteration 19Q: 3 clusters Score -4051729 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 29231 members 
Entering Unmasked Estep 
Score: -4051904.250000 Penalty: 3387.299316
	Iteration 20F: 3 clusters Score -4051904 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 29663 members 
Entering Unmasked Estep 
Score: -4052097.000000 Penalty: 3387.299316
	Iteration 21Q: 3 clusters Score -4052097 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 30088 members 
Entering Unmasked Estep 
Score: -4052302.250000 Penalty: 3387.299316
	Iteration 22Q: 3 clusters Score -4052302 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 30497 members 
Entering Unmasked Estep 
Score: -4052493.500000 Penalty: 3387.299316
	Iteration 23Q: 3 clusters Score -4052494 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 30885 members 
Entering Unmasked Estep 
Score: -4052688.250000 Penalty: 3387.299316
	Iteration 24Q: 3 clusters Score -4052688 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 31252 members 
Entering Unmasked Estep 
Score: -4052899.750000 Penalty: 3387.299316
	Iteration 25Q: 3 clusters Score -4052900 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 31565 members 
Entering Unmasked Estep 
Score: -4053051.000000 Penalty: 3387.299316
	Iteration 26Q: 3 clusters Score -4053051 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 31840 members 
Entering Unmasked Estep 
Score: -4053202.250000 Penalty: 3387.299316
	Iteration 27Q: 3 clusters Score -4053202 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 32080 members 
Entering Unmasked Estep 
Score: -4053356.250000 Penalty: 3387.299316
	Iteration 28Q: 3 clusters Score -4053356 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 32273 members 
Entering Unmasked Estep 
Score: -4053459.250000 Penalty: 3387.299316
	Iteration 29Q: 3 clusters Score -4053459 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 32429 members 
Entering Unmasked Estep 
Score: -4053531.750000 Penalty: 3387.299316
	Iteration 30Q: 3 clusters Score -4053532 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 32535 members 
Entering Unmasked Estep 
Score: -4053598.250000 Penalty: 3387.299316
	Iteration 31Q: 3 clusters Score -4053598 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 32624 members 
Entering Unmasked Estep 
Score: -4053645.500000 Penalty: 3387.299316
	Iteration 32Q: 3 clusters Score -4053646 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 32700 members 
Entering Unmasked Estep 
Score: -4053685.500000 Penalty: 3387.299316
	Iteration 33Q: 3 clusters Score -4053686 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 32749 members 
Entering Unmasked Estep 
Score: -4053707.750000 Penalty: 3387.299316
	Iteration 34Q: 3 clusters Score -4053708 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 32792 members 
Entering Unmasked Estep 
Score: -4053731.000000 Penalty: 3387.299316
	Iteration 35Q: 3 clusters Score -4053731 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 32822 members 
Entering Unmasked Estep 
Score: -4053763.250000 Penalty: 3387.299316
	Iteration 36Q: 3 clusters Score -4053763 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 32849 members 
Entering Unmasked Estep 
Score: -4053787.500000 Penalty: 3387.299316
	Iteration 37Q: 3 clusters Score -4053788 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 32886 members 
Entering Unmasked Estep 
Score: -4053820.500000 Penalty: 3387.299316
	Iteration 38Q: 3 clusters Score -4053820 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 32912 members 
Entering Unmasked Estep 
Score: -4053840.750000 Penalty: 3387.299316
	Iteration 39Q: 3 clusters Score -4053841 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 32928 members 
Entering Unmasked Estep 
Score: -4053855.250000 Penalty: 3387.299316
	Iteration 40F: 3 clusters Score -4053855 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 32940 members 
Entering Unmasked Estep 
Score: -4053877.250000 Penalty: 3387.299316
	Iteration 41Q: 3 clusters Score -4053877 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 32956 members 
Entering Unmasked Estep 
Score: -4053886.500000 Penalty: 3387.299316
	Iteration 42Q: 3 clusters Score -4053886 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 32970 members 
Entering Unmasked Estep 
Score: -4053900.750000 Penalty: 3387.299316
	Iteration 43Q: 3 clusters Score -4053901 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 32982 members 
Entering Unmasked Estep 
Score: -4053908.250000 Penalty: 3387.299316
	Iteration 44Q: 3 clusters Score -4053908 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 32997 members 
Entering Unmasked Estep 
Score: -4053920.750000 Penalty: 3387.299316
	Iteration 45Q: 3 clusters Score -4053921 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 33006 members 
Entering Unmasked Estep 
Score: -4053922.500000 Penalty: 3387.299316
	Iteration 46Q: 3 clusters Score -4053922 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 33009 members 
Entering Unmasked Estep 
Score: -4053941.250000 Penalty: 3387.299316
	Iteration 47Q: 3 clusters Score -4053941 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 33016 members 
Entering Unmasked Estep 
Score: -4053944.250000 Penalty: 3387.299316
	Iteration 48Q: 3 clusters Score -4053944 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 33024 members 
Entering Unmasked Estep 
Score: -4053952.750000 Penalty: 3387.299316
	Iteration 49Q: 3 clusters Score -4053953 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 33033 members 
Entering Unmasked Estep 
Score: -4053958.000000 Penalty: 3387.299316
	Iteration 50Q: 3 clusters Score -4053958 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 33042 members 
Entering Unmasked Estep 
Score: -4053960.250000 Penalty: 3387.299316
	Iteration 51Q: 3 clusters Score -4053960 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 33043 members 
Entering Unmasked Estep 
Score: -4053962.000000 Penalty: 3387.299316
	Iteration 52Q: 3 clusters Score -4053962 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 33042 members 
Entering Unmasked Estep 
Score: -4053960.500000 Penalty: 3387.299316
	Iteration 53Q: 3 clusters Score -4053960 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 33039 members 
Entering Unmasked Estep 
Score: -4053961.250000 Penalty: 3387.299316
	Iteration 54Q: 3 clusters Score -4053961 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 33038 members 
Entering Unmasked Estep 
Score: -4053963.750000 Penalty: 3387.299316
	Iteration 55Q: 3 clusters Score -4053964 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 33037 members 
Entering Unmasked Estep 
Score: -4053966.250000 Penalty: 3387.299316
	Iteration 56Q: 3 clusters Score -4053966 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 33036 members 
Entering Unmasked Estep 
Score: -4053967.500000 Penalty: 3387.299316
	Iteration 57Q: 3 clusters Score -4053968 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 33037 members 
Entering Unmasked Estep 
Score: -4053969.000000 Penalty: 3387.299316
	Iteration 58Q: 3 clusters Score -4053969 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 33039 members 
Entering Unmasked Estep 
Score: -4053967.750000 Penalty: 3387.299316
	Iteration 59Q: 3 clusters Score -4053968 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 33039 members 
Entering Unmasked Estep 
Score: -4053970.500000 Penalty: 3387.299316
	Iteration 60F: 3 clusters Score -4053970 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 33044 members 
Entering Unmasked Estep 
Score: -4053973.000000 Penalty: 3387.299316
	Iteration 61Q: 3 clusters Score -4053973 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 33046 members 
Entering Unmasked Estep 
Score: -4053974.750000 Penalty: 3387.299316
	Iteration 62Q: 3 clusters Score -4053975 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 33050 members 
Entering Unmasked Estep 
Score: -4053978.000000 Penalty: 3387.299316
	Iteration 63Q: 3 clusters Score -4053978 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 33054 members 
Entering Unmasked Estep 
Score: -4053980.000000 Penalty: 3387.299316
	Iteration 64Q: 3 clusters Score -4053980 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 33060 members 
Entering Unmasked Estep 
Score: -4053987.250000 Penalty: 3387.299316
	Iteration 65Q: 3 clusters Score -4053987 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 33065 members 
Entering Unmasked Estep 
Score: -4053993.750000 Penalty: 3387.299316
	Iteration 66Q: 3 clusters Score -4053994 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 33068 members 
Entering Unmasked Estep 
Score: -4053993.250000 Penalty: 3387.299316
	Iteration 67Q: 3 clusters Score -4053993 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 33068 members 
Entering Unmasked Estep 
Score: -4053995.750000 Penalty: 3387.299316
	Iteration 68Q: 3 clusters Score -4053996 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 33071 members 
Entering Unmasked Estep 
Score: -4053999.250000 Penalty: 3387.299316
	Iteration 69Q: 3 clusters Score -4053999 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 33072 members 
Entering Unmasked Estep 
Score: -4053998.250000 Penalty: 3387.299316
	Iteration 70Q: 3 clusters Score -4053998 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 33076 members 
Entering Unmasked Estep 
Score: -4053998.500000 Penalty: 3387.299316
	Iteration 71Q: 3 clusters Score -4053998 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 33078 members 
Entering Unmasked Estep 
Score: -4054001.000000 Penalty: 3387.299316
	Iteration 72Q: 3 clusters Score -4054001 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 33078 members 
Entering Unmasked Estep 
Score: -4054003.750000 Penalty: 3387.299316
	Iteration 73Q: 3 clusters Score -4054004 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 33080 members 
Entering Unmasked Estep 
Score: -4054006.000000 Penalty: 3387.299316
	Iteration 74Q: 3 clusters Score -4054006 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 33082 members 
Entering Unmasked Estep 
Score: -4054008.000000 Penalty: 3387.299316
	Iteration 75Q: 3 clusters Score -4054008 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 33083 members 
Entering Unmasked Estep 
Score: -4054011.250000 Penalty: 3387.299316
	Iteration 76Q: 3 clusters Score -4054011 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 33084 members 
Entering Unmasked Estep 
Score: -4054009.500000 Penalty: 3387.299316
	Iteration 77Q: 3 clusters Score -4054010 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 33084 members 
Entering Unmasked Estep 
Score: -4054009.500000 Penalty: 3387.299316
	Iteration 78F: 3 clusters Score -4054010 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (44603 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44603 members 
Entering Unmasked Estep 
Score: -5634537.000000 Penalty: 1739.652954
	Iteration 0F: 2 clusters Score -5634537 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22332 members 
Mstep: Class 2 contains 22271 members 
Entering Unmasked Estep 
Score: -5604657.000000 Penalty: 3479.305908
	Iteration 0F: 3 clusters Score -5604657 nChanged 20832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22834 members 
Mstep: Class 2 contains 21769 members 
Entering Unmasked Estep 
Score: -5616349.500000 Penalty: 3479.305908
	Iteration 1F: 3 clusters Score -5616350 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23186 members 
Mstep: Class 2 contains 21417 members 
Entering Unmasked Estep 
Score: -5616794.000000 Penalty: 3479.305908
	Iteration 2Q: 3 clusters Score -5616794 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23754 members 
Mstep: Class 2 contains 20849 members 
Entering Unmasked Estep 
Score: -5617239.500000 Penalty: 3479.305908
	Iteration 3Q: 3 clusters Score -5617240 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24721 members 
Mstep: Class 2 contains 19882 members 
Entering Unmasked Estep 
Score: -5617857.500000 Penalty: 3479.305908
	Iteration 4Q: 3 clusters Score -5617858 nChanged 1997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26080 members 
Mstep: Class 2 contains 18523 members 
Entering Unmasked Estep 
Score: -5618734.500000 Penalty: 3479.305908
	Iteration 5Q: 3 clusters Score -5618734 nChanged 2356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27932 members 
Mstep: Class 2 contains 16671 members 
Entering Unmasked Estep 
Score: -5619919.500000 Penalty: 3479.305908
	Iteration 6F: 3 clusters Score -5619920 nChanged 2709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30313 members 
Mstep: Class 2 contains 14290 members 
Entering Unmasked Estep 
Score: -5621631.000000 Penalty: 3479.305908
	Iteration 7F: 3 clusters Score -5621631 nChanged 2965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33002 members 
Mstep: Class 2 contains 11601 members 
Entering Unmasked Estep 
Score: -5623866.000000 Penalty: 3479.305908
	Iteration 8F: 3 clusters Score -5623866 nChanged 2841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35669 members 
Mstep: Class 2 contains 8934 members 
Entering Unmasked Estep 
Score: -5626278.500000 Penalty: 3479.305908
	Iteration 9F: 3 clusters Score -5626278 nChanged 2361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37862 members 
Mstep: Class 2 contains 6741 members 
Entering Unmasked Estep 
Score: -5628649.500000 Penalty: 3479.305908
	Iteration 10F: 3 clusters Score -5628650 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39313 members 
Mstep: Class 2 contains 5290 members 
Entering Unmasked Estep 
Score: -5630521.000000 Penalty: 3479.305908
	Iteration 11Q: 3 clusters Score -5630521 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40055 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -5631738.000000 Penalty: 3479.305908
	Iteration 12Q: 3 clusters Score -5631738 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40334 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -5632465.500000 Penalty: 3479.305908
	Iteration 13Q: 3 clusters Score -5632466 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40426 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -5632909.500000 Penalty: 3479.305908
	Iteration 14Q: 3 clusters Score -5632910 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40416 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -5633174.000000 Penalty: 3479.305908
	Iteration 15Q: 3 clusters Score -5633174 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40335 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -5633352.000000 Penalty: 3479.305908
	Iteration 16Q: 3 clusters Score -5633352 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40245 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -5633483.000000 Penalty: 3479.305908
	Iteration 17Q: 3 clusters Score -5633483 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40164 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -5633570.000000 Penalty: 3479.305908
	Iteration 18Q: 3 clusters Score -5633570 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40070 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -5633638.500000 Penalty: 3479.305908
	Iteration 19Q: 3 clusters Score -5633638 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39968 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -5633706.500000 Penalty: 3479.305908
	Iteration 20F: 3 clusters Score -5633706 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39844 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -5633737.500000 Penalty: 3479.305908
	Iteration 21Q: 3 clusters Score -5633738 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39731 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -5633752.500000 Penalty: 3479.305908
	Iteration 22Q: 3 clusters Score -5633752 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39612 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -5633793.000000 Penalty: 3479.305908
	Iteration 23Q: 3 clusters Score -5633793 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39487 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -5633832.000000 Penalty: 3479.305908
	Iteration 24Q: 3 clusters Score -5633832 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39374 members 
Mstep: Class 2 contains 5229 members 
Entering Unmasked Estep 
Score: -5633847.000000 Penalty: 3479.305908
	Iteration 25Q: 3 clusters Score -5633847 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39266 members 
Mstep: Class 2 contains 5337 members 
Entering Unmasked Estep 
Score: -5633887.000000 Penalty: 3479.305908
	Iteration 26Q: 3 clusters Score -5633887 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39160 members 
Mstep: Class 2 contains 5443 members 
Entering Unmasked Estep 
Score: -5633904.500000 Penalty: 3479.305908
	Iteration 27Q: 3 clusters Score -5633904 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39072 members 
Mstep: Class 2 contains 5531 members 
Entering Unmasked Estep 
Score: -5633906.000000 Penalty: 3479.305908
	Iteration 28Q: 3 clusters Score -5633906 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38977 members 
Mstep: Class 2 contains 5626 members 
Entering Unmasked Estep 
Score: -5633916.000000 Penalty: 3479.305908
	Iteration 29Q: 3 clusters Score -5633916 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38884 members 
Mstep: Class 2 contains 5719 members 
Entering Unmasked Estep 
Score: -5633926.500000 Penalty: 3479.305908
	Iteration 30Q: 3 clusters Score -5633926 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38788 members 
Mstep: Class 2 contains 5815 members 
Entering Unmasked Estep 
Score: -5633956.000000 Penalty: 3479.305908
	Iteration 31Q: 3 clusters Score -5633956 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38695 members 
Mstep: Class 2 contains 5908 members 
Entering Unmasked Estep 
Score: -5633961.500000 Penalty: 3479.305908
	Iteration 32Q: 3 clusters Score -5633962 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38604 members 
Mstep: Class 2 contains 5999 members 
Entering Unmasked Estep 
Score: -5633974.000000 Penalty: 3479.305908
	Iteration 33Q: 3 clusters Score -5633974 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38490 members 
Mstep: Class 2 contains 6113 members 
Entering Unmasked Estep 
Score: -5634012.500000 Penalty: 3479.305908
	Iteration 34Q: 3 clusters Score -5634012 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38357 members 
Mstep: Class 2 contains 6246 members 
Entering Unmasked Estep 
Score: -5634032.500000 Penalty: 3479.305908
	Iteration 35Q: 3 clusters Score -5634032 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38237 members 
Mstep: Class 2 contains 6366 members 
Entering Unmasked Estep 
Score: -5634076.000000 Penalty: 3479.305908
	Iteration 36Q: 3 clusters Score -5634076 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38118 members 
Mstep: Class 2 contains 6485 members 
Entering Unmasked Estep 
Score: -5634102.500000 Penalty: 3479.305908
	Iteration 37Q: 3 clusters Score -5634102 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38000 members 
Mstep: Class 2 contains 6603 members 
Entering Unmasked Estep 
Score: -5634119.500000 Penalty: 3479.305908
	Iteration 38Q: 3 clusters Score -5634120 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37875 members 
Mstep: Class 2 contains 6728 members 
Entering Unmasked Estep 
Score: -5634131.000000 Penalty: 3479.305908
	Iteration 39Q: 3 clusters Score -5634131 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37766 members 
Mstep: Class 2 contains 6837 members 
Entering Unmasked Estep 
Score: -5634170.000000 Penalty: 3479.305908
	Iteration 40F: 3 clusters Score -5634170 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37657 members 
Mstep: Class 2 contains 6946 members 
Entering Unmasked Estep 
Score: -5634178.000000 Penalty: 3479.305908
	Iteration 41Q: 3 clusters Score -5634178 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37533 members 
Mstep: Class 2 contains 7070 members 
Entering Unmasked Estep 
Score: -5634192.500000 Penalty: 3479.305908
	Iteration 42Q: 3 clusters Score -5634192 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37388 members 
Mstep: Class 2 contains 7215 members 
Entering Unmasked Estep 
Score: -5634213.500000 Penalty: 3479.305908
	Iteration 43Q: 3 clusters Score -5634214 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37238 members 
Mstep: Class 2 contains 7365 members 
Entering Unmasked Estep 
Score: -5634242.000000 Penalty: 3479.305908
	Iteration 44Q: 3 clusters Score -5634242 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37095 members 
Mstep: Class 2 contains 7508 members 
Entering Unmasked Estep 
Score: -5634284.500000 Penalty: 3479.305908
	Iteration 45Q: 3 clusters Score -5634284 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36964 members 
Mstep: Class 2 contains 7639 members 
Entering Unmasked Estep 
Score: -5634295.000000 Penalty: 3479.305908
	Iteration 46Q: 3 clusters Score -5634295 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36830 members 
Mstep: Class 2 contains 7773 members 
Entering Unmasked Estep 
Score: -5634321.500000 Penalty: 3479.305908
	Iteration 47Q: 3 clusters Score -5634322 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36689 members 
Mstep: Class 2 contains 7914 members 
Entering Unmasked Estep 
Score: -5634355.000000 Penalty: 3479.305908
	Iteration 48Q: 3 clusters Score -5634355 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36560 members 
Mstep: Class 2 contains 8043 members 
Entering Unmasked Estep 
Score: -5634367.000000 Penalty: 3479.305908
	Iteration 49Q: 3 clusters Score -5634367 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36439 members 
Mstep: Class 2 contains 8164 members 
Entering Unmasked Estep 
Score: -5634382.500000 Penalty: 3479.305908
	Iteration 50Q: 3 clusters Score -5634382 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36319 members 
Mstep: Class 2 contains 8284 members 
Entering Unmasked Estep 
Score: -5634402.500000 Penalty: 3479.305908
	Iteration 51Q: 3 clusters Score -5634402 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36193 members 
Mstep: Class 2 contains 8410 members 
Entering Unmasked Estep 
Score: -5634424.500000 Penalty: 3479.305908
	Iteration 52Q: 3 clusters Score -5634424 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36078 members 
Mstep: Class 2 contains 8525 members 
Entering Unmasked Estep 
Score: -5634430.000000 Penalty: 3479.305908
	Iteration 53Q: 3 clusters Score -5634430 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35971 members 
Mstep: Class 2 contains 8632 members 
Entering Unmasked Estep 
Score: -5634451.500000 Penalty: 3479.305908
	Iteration 54Q: 3 clusters Score -5634452 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35866 members 
Mstep: Class 2 contains 8737 members 
Entering Unmasked Estep 
Score: -5634461.500000 Penalty: 3479.305908
	Iteration 55Q: 3 clusters Score -5634462 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35785 members 
Mstep: Class 2 contains 8818 members 
Entering Unmasked Estep 
Score: -5634460.500000 Penalty: 3479.305908
	Iteration 56Q: 3 clusters Score -5634460 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35719 members 
Mstep: Class 2 contains 8884 members 
Entering Unmasked Estep 
Score: -5634465.500000 Penalty: 3479.305908
	Iteration 57Q: 3 clusters Score -5634466 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35662 members 
Mstep: Class 2 contains 8941 members 
Entering Unmasked Estep 
Score: -5634481.500000 Penalty: 3479.305908
	Iteration 58Q: 3 clusters Score -5634482 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35612 members 
Mstep: Class 2 contains 8991 members 
Entering Unmasked Estep 
Score: -5634476.500000 Penalty: 3479.305908
	Iteration 59Q: 3 clusters Score -5634476 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35555 members 
Mstep: Class 2 contains 9048 members 
Entering Unmasked Estep 
Score: -5634472.000000 Penalty: 3479.305908
	Iteration 60F: 3 clusters Score -5634472 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35494 members 
Mstep: Class 2 contains 9109 members 
Entering Unmasked Estep 
Score: -5634485.500000 Penalty: 3479.305908
	Iteration 61Q: 3 clusters Score -5634486 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35427 members 
Mstep: Class 2 contains 9176 members 
Entering Unmasked Estep 
Score: -5634491.500000 Penalty: 3479.305908
	Iteration 62Q: 3 clusters Score -5634492 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35357 members 
Mstep: Class 2 contains 9246 members 
Entering Unmasked Estep 
Score: -5634499.500000 Penalty: 3479.305908
	Iteration 63Q: 3 clusters Score -5634500 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35289 members 
Mstep: Class 2 contains 9314 members 
Entering Unmasked Estep 
Score: -5634496.000000 Penalty: 3479.305908
	Iteration 64Q: 3 clusters Score -5634496 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35220 members 
Mstep: Class 2 contains 9383 members 
Entering Unmasked Estep 
Score: -5634512.500000 Penalty: 3479.305908
	Iteration 65Q: 3 clusters Score -5634512 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35156 members 
Mstep: Class 2 contains 9447 members 
Entering Unmasked Estep 
Score: -5634507.000000 Penalty: 3479.305908
	Iteration 66Q: 3 clusters Score -5634507 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35084 members 
Mstep: Class 2 contains 9519 members 
Entering Unmasked Estep 
Score: -5634524.000000 Penalty: 3479.305908
	Iteration 67Q: 3 clusters Score -5634524 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35032 members 
Mstep: Class 2 contains 9571 members 
Entering Unmasked Estep 
Score: -5634518.000000 Penalty: 3479.305908
	Iteration 68Q: 3 clusters Score -5634518 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34990 members 
Mstep: Class 2 contains 9613 members 
Entering Unmasked Estep 
Score: -5634531.500000 Penalty: 3479.305908
	Iteration 69Q: 3 clusters Score -5634532 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34948 members 
Mstep: Class 2 contains 9655 members 
Entering Unmasked Estep 
Score: -5634544.000000 Penalty: 3479.305908
	Iteration 70Q: 3 clusters Score -5634544 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34904 members 
Mstep: Class 2 contains 9699 members 
Entering Unmasked Estep 
Score: -5634541.000000 Penalty: 3479.305908
	Iteration 71Q: 3 clusters Score -5634541 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34863 members 
Mstep: Class 2 contains 9740 members 
Entering Unmasked Estep 
Score: -5634529.500000 Penalty: 3479.305908
	Iteration 72Q: 3 clusters Score -5634530 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34821 members 
Mstep: Class 2 contains 9782 members 
Entering Unmasked Estep 
Score: -5634540.000000 Penalty: 3479.305908
	Iteration 73Q: 3 clusters Score -5634540 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34781 members 
Mstep: Class 2 contains 9822 members 
Entering Unmasked Estep 
Score: -5634530.000000 Penalty: 3479.305908
	Iteration 74Q: 3 clusters Score -5634530 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34752 members 
Mstep: Class 2 contains 9851 members 
Entering Unmasked Estep 
Score: -5634535.000000 Penalty: 3479.305908
	Iteration 75Q: 3 clusters Score -5634535 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34724 members 
Mstep: Class 2 contains 9879 members 
Entering Unmasked Estep 
Score: -5634542.500000 Penalty: 3479.305908
	Iteration 76Q: 3 clusters Score -5634542 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34704 members 
Mstep: Class 2 contains 9899 members 
Entering Unmasked Estep 
Score: -5634539.000000 Penalty: 3479.305908
	Iteration 77Q: 3 clusters Score -5634539 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34681 members 
Mstep: Class 2 contains 9922 members 
Entering Unmasked Estep 
Score: -5634540.000000 Penalty: 3479.305908
	Iteration 78Q: 3 clusters Score -5634540 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34659 members 
Mstep: Class 2 contains 9944 members 
Entering Unmasked Estep 
Score: -5634547.500000 Penalty: 3479.305908
	Iteration 79Q: 3 clusters Score -5634548 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34638 members 
Mstep: Class 2 contains 9965 members 
Entering Unmasked Estep 
Score: -5634538.500000 Penalty: 3479.305908
	Iteration 80F: 3 clusters Score -5634538 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34619 members 
Mstep: Class 2 contains 9984 members 
Entering Unmasked Estep 
Score: -5634548.000000 Penalty: 3479.305908
	Iteration 81Q: 3 clusters Score -5634548 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34607 members 
Mstep: Class 2 contains 9996 members 
Entering Unmasked Estep 
Score: -5634546.000000 Penalty: 3479.305908
	Iteration 82Q: 3 clusters Score -5634546 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34594 members 
Mstep: Class 2 contains 10009 members 
Entering Unmasked Estep 
Score: -5634548.500000 Penalty: 3479.305908
	Iteration 83Q: 3 clusters Score -5634548 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34585 members 
Mstep: Class 2 contains 10018 members 
Entering Unmasked Estep 
Score: -5634553.500000 Penalty: 3479.305908
	Iteration 84Q: 3 clusters Score -5634554 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34578 members 
Mstep: Class 2 contains 10025 members 
Entering Unmasked Estep 
Score: -5634555.000000 Penalty: 3479.305908
	Iteration 85Q: 3 clusters Score -5634555 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34568 members 
Mstep: Class 2 contains 10035 members 
Entering Unmasked Estep 
Score: -5634551.000000 Penalty: 3479.305908
	Iteration 86Q: 3 clusters Score -5634551 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34564 members 
Mstep: Class 2 contains 10039 members 
Entering Unmasked Estep 
Score: -5634551.500000 Penalty: 3479.305908
	Iteration 87Q: 3 clusters Score -5634552 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34561 members 
Mstep: Class 2 contains 10042 members 
Entering Unmasked Estep 
Score: -5634552.500000 Penalty: 3479.305908
	Iteration 88Q: 3 clusters Score -5634552 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34557 members 
Mstep: Class 2 contains 10046 members 
Entering Unmasked Estep 
Score: -5634553.500000 Penalty: 3479.305908
	Iteration 89Q: 3 clusters Score -5634554 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34557 members 
Mstep: Class 2 contains 10046 members 
Entering Unmasked Estep 
Score: -5634553.500000 Penalty: 3479.305908
	Iteration 90F: 3 clusters Score -5634554 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 13535 members 
Mstep: Class 2 contains 27262 members 
Mstep: Class 3 contains 50595 members 
Mstep: Class 4 contains 7976 members 
Mstep: Class 5 contains 4395 members 
Mstep: Class 6 contains 3996 members 
Mstep: Class 7 contains 74541 members 
Mstep: Class 8 contains 16424 members 
Mstep: Class 9 contains 21831 members 
Mstep: Class 10 contains 33606 members 
Mstep: Class 11 contains 34557 members 
Mstep: Class 12 contains 12390 members 
Mstep: Class 13 contains 17315 members 
Mstep: Class 14 contains 17917 members 
Mstep: Class 15 contains 466 members 
Mstep: Class 16 contains 8542 members 
Mstep: Class 17 contains 6273 members 
Mstep: Class 18 contains 2847 members 
Mstep: Class 19 contains 3258 members 
Mstep: Class 20 contains 33096 members 
Mstep: Class 21 contains 36523 members 
Mstep: Class 22 contains 25882 members 
Mstep: Class 23 contains 4867 members 
Mstep: Class 24 contains 33669 members 
Mstep: Class 25 contains 2495 members 
Mstep: Class 26 contains 9787 members 
Mstep: Class 27 contains 4439 members 
Mstep: Class 28 contains 38254 members 
Mstep: Class 29 contains 4547 members 
Mstep: Class 30 contains 1825 members 
Mstep: Class 31 contains 3317 members 
Mstep: Class 32 contains 987 members 
Mstep: Class 33 contains 16677 members 
Mstep: Class 34 contains 3062 members 
Mstep: Class 35 contains 147949 members 
Mstep: Class 36 contains 11545 members 
Mstep: Class 37 contains 1761 members 
Mstep: Class 38 contains 22607 members 
Mstep: Class 39 contains 2538 members 
Mstep: Class 40 contains 10046 members 
Mstep: Class 41 contains 11812 members 
Mstep: Class 42 contains 17563 members 
Mstep: Class 43 contains 12799 members 
Mstep: Class 44 contains 685 members 
Mstep: Class 45 contains 2170 members 
Mstep: Class 46 contains 1946 members 
Entering Unmasked Estep 
Score: -100301640.000000 Penalty: 101793.265625
Splitting cluster 11 changes total score from -100302608.000000 to -100301640.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 12 (12390 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12390 members 
Entering Unmasked Estep 
Score: -1569494.250000 Penalty: 1531.504883
	Iteration 0F: 2 clusters Score -1569494 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6140 members 
Mstep: Class 2 contains 6250 members 
Entering Unmasked Estep 
Score: -1560782.875000 Penalty: 3063.009766
	Iteration 0F: 3 clusters Score -1560783 nChanged 5394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6006 members 
Mstep: Class 2 contains 6384 members 
Entering Unmasked Estep 
Score: -1563682.625000 Penalty: 3063.009766
	Iteration 1F: 3 clusters Score -1563683 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5916 members 
Mstep: Class 2 contains 6474 members 
Entering Unmasked Estep 
Score: -1564075.625000 Penalty: 3063.009766
	Iteration 2F: 3 clusters Score -1564076 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5837 members 
Mstep: Class 2 contains 6553 members 
Entering Unmasked Estep 
Score: -1564428.000000 Penalty: 3063.009766
	Iteration 3F: 3 clusters Score -1564428 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5742 members 
Mstep: Class 2 contains 6648 members 
Entering Unmasked Estep 
Score: -1564718.625000 Penalty: 3063.009766
	Iteration 4F: 3 clusters Score -1564719 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5633 members 
Mstep: Class 2 contains 6757 members 
Entering Unmasked Estep 
Score: -1564952.375000 Penalty: 3063.009766
	Iteration 5Q: 3 clusters Score -1564952 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5487 members 
Mstep: Class 2 contains 6903 members 
Entering Unmasked Estep 
Score: -1565157.000000 Penalty: 3063.009766
	Iteration 6Q: 3 clusters Score -1565157 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5274 members 
Mstep: Class 2 contains 7116 members 
Entering Unmasked Estep 
Score: -1565337.875000 Penalty: 3063.009766
	Iteration 7Q: 3 clusters Score -1565338 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5033 members 
Mstep: Class 2 contains 7357 members 
Entering Unmasked Estep 
Score: -1565513.875000 Penalty: 3063.009766
	Iteration 8Q: 3 clusters Score -1565514 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 7607 members 
Entering Unmasked Estep 
Score: -1565686.750000 Penalty: 3063.009766
	Iteration 9Q: 3 clusters Score -1565687 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 7912 members 
Entering Unmasked Estep 
Score: -1565871.125000 Penalty: 3063.009766
	Iteration 10Q: 3 clusters Score -1565871 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 8267 members 
Entering Unmasked Estep 
Score: -1566074.750000 Penalty: 3063.009766
	Iteration 11Q: 3 clusters Score -1566075 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 8649 members 
Entering Unmasked Estep 
Score: -1566296.375000 Penalty: 3063.009766
	Iteration 12Q: 3 clusters Score -1566296 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 9068 members 
Entering Unmasked Estep 
Score: -1566539.875000 Penalty: 3063.009766
	Iteration 13Q: 3 clusters Score -1566540 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 9507 members 
Entering Unmasked Estep 
Score: -1566802.625000 Penalty: 3063.009766
	Iteration 14Q: 3 clusters Score -1566803 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 9930 members 
Entering Unmasked Estep 
Score: -1567063.125000 Penalty: 3063.009766
	Iteration 15Q: 3 clusters Score -1567063 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 10302 members 
Entering Unmasked Estep 
Score: -1567302.250000 Penalty: 3063.009766
	Iteration 16Q: 3 clusters Score -1567302 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 10639 members 
Entering Unmasked Estep 
Score: -1567521.375000 Penalty: 3063.009766
	Iteration 17Q: 3 clusters Score -1567521 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 10926 members 
Entering Unmasked Estep 
Score: -1567706.125000 Penalty: 3063.009766
	Iteration 18Q: 3 clusters Score -1567706 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 11175 members 
Entering Unmasked Estep 
Score: -1567884.500000 Penalty: 3063.009766
	Iteration 19Q: 3 clusters Score -1567884 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 11383 members 
Entering Unmasked Estep 
Score: -1568018.500000 Penalty: 3063.009766
	Iteration 20F: 3 clusters Score -1568018 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 11547 members 
Entering Unmasked Estep 
Score: -1568134.625000 Penalty: 3063.009766
	Iteration 21Q: 3 clusters Score -1568135 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 11669 members 
Entering Unmasked Estep 
Score: -1568214.500000 Penalty: 3063.009766
	Iteration 22Q: 3 clusters Score -1568214 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 11777 members 
Entering Unmasked Estep 
Score: -1568294.125000 Penalty: 3063.009766
	Iteration 23Q: 3 clusters Score -1568294 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 11852 members 
Entering Unmasked Estep 
Score: -1568355.750000 Penalty: 3063.009766
	Iteration 24Q: 3 clusters Score -1568356 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 11918 members 
Entering Unmasked Estep 
Score: -1568414.000000 Penalty: 3063.009766
	Iteration 25Q: 3 clusters Score -1568414 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 11972 members 
Entering Unmasked Estep 
Score: -1568470.250000 Penalty: 3063.009766
	Iteration 26Q: 3 clusters Score -1568470 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 12000 members 
Entering Unmasked Estep 
Score: -1568492.375000 Penalty: 3063.009766
	Iteration 27Q: 3 clusters Score -1568492 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 12019 members 
Entering Unmasked Estep 
Score: -1568505.625000 Penalty: 3063.009766
	Iteration 28Q: 3 clusters Score -1568506 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 12031 members 
Entering Unmasked Estep 
Score: -1568512.875000 Penalty: 3063.009766
	Iteration 29Q: 3 clusters Score -1568513 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 12037 members 
Entering Unmasked Estep 
Score: -1568519.875000 Penalty: 3063.009766
	Iteration 30Q: 3 clusters Score -1568520 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 12042 members 
Entering Unmasked Estep 
Score: -1568522.250000 Penalty: 3063.009766
	Iteration 31Q: 3 clusters Score -1568522 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 12049 members 
Entering Unmasked Estep 
Score: -1568526.500000 Penalty: 3063.009766
	Iteration 32Q: 3 clusters Score -1568526 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 12055 members 
Entering Unmasked Estep 
Score: -1568529.625000 Penalty: 3063.009766
	Iteration 33Q: 3 clusters Score -1568530 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 12061 members 
Entering Unmasked Estep 
Score: -1568533.375000 Penalty: 3063.009766
	Iteration 34Q: 3 clusters Score -1568533 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 12065 members 
Entering Unmasked Estep 
Score: -1568539.625000 Penalty: 3063.009766
	Iteration 35Q: 3 clusters Score -1568540 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 12069 members 
Entering Unmasked Estep 
Score: -1568541.125000 Penalty: 3063.009766
	Iteration 36Q: 3 clusters Score -1568541 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 12071 members 
Entering Unmasked Estep 
Score: -1568543.125000 Penalty: 3063.009766
	Iteration 37Q: 3 clusters Score -1568543 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 12073 members 
Entering Unmasked Estep 
Score: -1568545.750000 Penalty: 3063.009766
	Iteration 38Q: 3 clusters Score -1568546 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 12078 members 
Entering Unmasked Estep 
Score: -1568545.500000 Penalty: 3063.009766
	Iteration 39Q: 3 clusters Score -1568546 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 12079 members 
Entering Unmasked Estep 
Score: -1568548.250000 Penalty: 3063.009766
	Iteration 40F: 3 clusters Score -1568548 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 12081 members 
Entering Unmasked Estep 
Score: -1568549.750000 Penalty: 3063.009766
	Iteration 41Q: 3 clusters Score -1568550 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 12082 members 
Entering Unmasked Estep 
Score: -1568552.500000 Penalty: 3063.009766
	Iteration 42Q: 3 clusters Score -1568552 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 12082 members 
Entering Unmasked Estep 
Score: -1568552.500000 Penalty: 3063.009766
	Iteration 43F: 3 clusters Score -1568552 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (17315 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17315 members 
Entering Unmasked Estep 
Score: -2178029.000000 Penalty: 1585.890991
	Iteration 0F: 2 clusters Score -2178029 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8615 members 
Mstep: Class 2 contains 8700 members 
Entering Unmasked Estep 
Score: -2166185.000000 Penalty: 3171.781982
	Iteration 0F: 3 clusters Score -2166185 nChanged 7734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8517 members 
Mstep: Class 2 contains 8798 members 
Entering Unmasked Estep 
Score: -2170456.500000 Penalty: 3171.781982
	Iteration 1F: 3 clusters Score -2170456 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8596 members 
Mstep: Class 2 contains 8719 members 
Entering Unmasked Estep 
Score: -2170893.750000 Penalty: 3171.781982
	Iteration 2F: 3 clusters Score -2170894 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8686 members 
Mstep: Class 2 contains 8629 members 
Entering Unmasked Estep 
Score: -2171354.500000 Penalty: 3171.781982
	Iteration 3F: 3 clusters Score -2171354 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8792 members 
Mstep: Class 2 contains 8523 members 
Entering Unmasked Estep 
Score: -2171741.500000 Penalty: 3171.781982
	Iteration 4F: 3 clusters Score -2171742 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8854 members 
Mstep: Class 2 contains 8461 members 
Entering Unmasked Estep 
Score: -2172115.250000 Penalty: 3171.781982
	Iteration 5Q: 3 clusters Score -2172115 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8885 members 
Mstep: Class 2 contains 8430 members 
Entering Unmasked Estep 
Score: -2172482.500000 Penalty: 3171.781982
	Iteration 6Q: 3 clusters Score -2172482 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8847 members 
Mstep: Class 2 contains 8468 members 
Entering Unmasked Estep 
Score: -2172867.500000 Penalty: 3171.781982
	Iteration 7Q: 3 clusters Score -2172868 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8766 members 
Mstep: Class 2 contains 8549 members 
Entering Unmasked Estep 
Score: -2173207.750000 Penalty: 3171.781982
	Iteration 8Q: 3 clusters Score -2173208 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8623 members 
Mstep: Class 2 contains 8692 members 
Entering Unmasked Estep 
Score: -2173468.250000 Penalty: 3171.781982
	Iteration 9Q: 3 clusters Score -2173468 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8454 members 
Mstep: Class 2 contains 8861 members 
Entering Unmasked Estep 
Score: -2173670.250000 Penalty: 3171.781982
	Iteration 10Q: 3 clusters Score -2173670 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8256 members 
Mstep: Class 2 contains 9059 members 
Entering Unmasked Estep 
Score: -2173832.250000 Penalty: 3171.781982
	Iteration 11Q: 3 clusters Score -2173832 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8020 members 
Mstep: Class 2 contains 9295 members 
Entering Unmasked Estep 
Score: -2174035.000000 Penalty: 3171.781982
	Iteration 12Q: 3 clusters Score -2174035 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7771 members 
Mstep: Class 2 contains 9544 members 
Entering Unmasked Estep 
Score: -2174276.250000 Penalty: 3171.781982
	Iteration 13Q: 3 clusters Score -2174276 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7491 members 
Mstep: Class 2 contains 9824 members 
Entering Unmasked Estep 
Score: -2174524.250000 Penalty: 3171.781982
	Iteration 14Q: 3 clusters Score -2174524 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7273 members 
Mstep: Class 2 contains 10042 members 
Entering Unmasked Estep 
Score: -2174763.500000 Penalty: 3171.781982
	Iteration 15Q: 3 clusters Score -2174764 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7098 members 
Mstep: Class 2 contains 10217 members 
Entering Unmasked Estep 
Score: -2174998.500000 Penalty: 3171.781982
	Iteration 16Q: 3 clusters Score -2174998 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6994 members 
Mstep: Class 2 contains 10321 members 
Entering Unmasked Estep 
Score: -2175190.750000 Penalty: 3171.781982
	Iteration 17Q: 3 clusters Score -2175191 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6896 members 
Mstep: Class 2 contains 10419 members 
Entering Unmasked Estep 
Score: -2175361.250000 Penalty: 3171.781982
	Iteration 18Q: 3 clusters Score -2175361 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6799 members 
Mstep: Class 2 contains 10516 members 
Entering Unmasked Estep 
Score: -2175497.750000 Penalty: 3171.781982
	Iteration 19Q: 3 clusters Score -2175498 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6698 members 
Mstep: Class 2 contains 10617 members 
Entering Unmasked Estep 
Score: -2175616.750000 Penalty: 3171.781982
	Iteration 20F: 3 clusters Score -2175617 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6600 members 
Mstep: Class 2 contains 10715 members 
Entering Unmasked Estep 
Score: -2175744.250000 Penalty: 3171.781982
	Iteration 21Q: 3 clusters Score -2175744 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6467 members 
Mstep: Class 2 contains 10848 members 
Entering Unmasked Estep 
Score: -2175887.250000 Penalty: 3171.781982
	Iteration 22Q: 3 clusters Score -2175887 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6307 members 
Mstep: Class 2 contains 11008 members 
Entering Unmasked Estep 
Score: -2176046.500000 Penalty: 3171.781982
	Iteration 23Q: 3 clusters Score -2176046 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6127 members 
Mstep: Class 2 contains 11188 members 
Entering Unmasked Estep 
Score: -2176213.500000 Penalty: 3171.781982
	Iteration 24Q: 3 clusters Score -2176214 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5943 members 
Mstep: Class 2 contains 11372 members 
Entering Unmasked Estep 
Score: -2176393.000000 Penalty: 3171.781982
	Iteration 25Q: 3 clusters Score -2176393 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5759 members 
Mstep: Class 2 contains 11556 members 
Entering Unmasked Estep 
Score: -2176572.500000 Penalty: 3171.781982
	Iteration 26Q: 3 clusters Score -2176572 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5584 members 
Mstep: Class 2 contains 11731 members 
Entering Unmasked Estep 
Score: -2176708.000000 Penalty: 3171.781982
	Iteration 27Q: 3 clusters Score -2176708 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5433 members 
Mstep: Class 2 contains 11882 members 
Entering Unmasked Estep 
Score: -2176811.500000 Penalty: 3171.781982
	Iteration 28Q: 3 clusters Score -2176812 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 12007 members 
Entering Unmasked Estep 
Score: -2176866.250000 Penalty: 3171.781982
	Iteration 29Q: 3 clusters Score -2176866 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5217 members 
Mstep: Class 2 contains 12098 members 
Entering Unmasked Estep 
Score: -2176884.750000 Penalty: 3171.781982
	Iteration 30Q: 3 clusters Score -2176885 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5152 members 
Mstep: Class 2 contains 12163 members 
Entering Unmasked Estep 
Score: -2176925.000000 Penalty: 3171.781982
	Iteration 31Q: 3 clusters Score -2176925 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5092 members 
Mstep: Class 2 contains 12223 members 
Entering Unmasked Estep 
Score: -2176931.750000 Penalty: 3171.781982
	Iteration 32Q: 3 clusters Score -2176932 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 12270 members 
Entering Unmasked Estep 
Score: -2176938.750000 Penalty: 3171.781982
	Iteration 33Q: 3 clusters Score -2176939 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 12312 members 
Entering Unmasked Estep 
Score: -2176948.500000 Penalty: 3171.781982
	Iteration 34Q: 3 clusters Score -2176948 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 12344 members 
Entering Unmasked Estep 
Score: -2176953.000000 Penalty: 3171.781982
	Iteration 35Q: 3 clusters Score -2176953 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4944 members 
Mstep: Class 2 contains 12371 members 
Entering Unmasked Estep 
Score: -2176954.250000 Penalty: 3171.781982
	Iteration 36Q: 3 clusters Score -2176954 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 12391 members 
Entering Unmasked Estep 
Score: -2176959.500000 Penalty: 3171.781982
	Iteration 37Q: 3 clusters Score -2176960 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 12406 members 
Entering Unmasked Estep 
Score: -2176959.500000 Penalty: 3171.781982
	Iteration 38Q: 3 clusters Score -2176960 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 12423 members 
Entering Unmasked Estep 
Score: -2176960.750000 Penalty: 3171.781982
	Iteration 39Q: 3 clusters Score -2176961 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 12440 members 
Entering Unmasked Estep 
Score: -2176965.000000 Penalty: 3171.781982
	Iteration 40F: 3 clusters Score -2176965 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 12453 members 
Entering Unmasked Estep 
Score: -2176965.000000 Penalty: 3171.781982
	Iteration 41Q: 3 clusters Score -2176965 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 12468 members 
Entering Unmasked Estep 
Score: -2176972.500000 Penalty: 3171.781982
	Iteration 42Q: 3 clusters Score -2176972 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 12479 members 
Entering Unmasked Estep 
Score: -2176968.000000 Penalty: 3171.781982
	Iteration 43Q: 3 clusters Score -2176968 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 12486 members 
Entering Unmasked Estep 
Score: -2176971.750000 Penalty: 3171.781982
	Iteration 44Q: 3 clusters Score -2176972 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 12493 members 
Entering Unmasked Estep 
Score: -2176972.750000 Penalty: 3171.781982
	Iteration 45Q: 3 clusters Score -2176973 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 12502 members 
Entering Unmasked Estep 
Score: -2176973.000000 Penalty: 3171.781982
	Iteration 46Q: 3 clusters Score -2176973 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 12512 members 
Entering Unmasked Estep 
Score: -2176971.000000 Penalty: 3171.781982
	Iteration 47Q: 3 clusters Score -2176971 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 12516 members 
Entering Unmasked Estep 
Score: -2176973.500000 Penalty: 3171.781982
	Iteration 48Q: 3 clusters Score -2176974 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 12521 members 
Entering Unmasked Estep 
Score: -2176977.500000 Penalty: 3171.781982
	Iteration 49Q: 3 clusters Score -2176978 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 12524 members 
Entering Unmasked Estep 
Score: -2176977.750000 Penalty: 3171.781982
	Iteration 50Q: 3 clusters Score -2176978 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 12530 members 
Entering Unmasked Estep 
Score: -2176975.500000 Penalty: 3171.781982
	Iteration 51Q: 3 clusters Score -2176976 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 12535 members 
Entering Unmasked Estep 
Score: -2176974.500000 Penalty: 3171.781982
	Iteration 52Q: 3 clusters Score -2176974 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 12541 members 
Entering Unmasked Estep 
Score: -2176971.500000 Penalty: 3171.781982
	Iteration 53Q: 3 clusters Score -2176972 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 12545 members 
Entering Unmasked Estep 
Score: -2176974.500000 Penalty: 3171.781982
	Iteration 54Q: 3 clusters Score -2176974 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 12552 members 
Entering Unmasked Estep 
Score: -2176974.250000 Penalty: 3171.781982
	Iteration 55Q: 3 clusters Score -2176974 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4755 members 
Mstep: Class 2 contains 12560 members 
Entering Unmasked Estep 
Score: -2176969.500000 Penalty: 3171.781982
	Iteration 56Q: 3 clusters Score -2176970 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 12573 members 
Entering Unmasked Estep 
Score: -2176972.000000 Penalty: 3171.781982
	Iteration 57Q: 3 clusters Score -2176972 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 12587 members 
Entering Unmasked Estep 
Score: -2176973.500000 Penalty: 3171.781982
	Iteration 58Q: 3 clusters Score -2176974 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 12595 members 
Entering Unmasked Estep 
Score: -2176974.250000 Penalty: 3171.781982
	Iteration 59Q: 3 clusters Score -2176974 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 12602 members 
Entering Unmasked Estep 
Score: -2176974.750000 Penalty: 3171.781982
	Iteration 60F: 3 clusters Score -2176975 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 12606 members 
Entering Unmasked Estep 
Score: -2176975.000000 Penalty: 3171.781982
	Iteration 61Q: 3 clusters Score -2176975 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 12607 members 
Entering Unmasked Estep 
Score: -2176976.250000 Penalty: 3171.781982
	Iteration 62Q: 3 clusters Score -2176976 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 12609 members 
Entering Unmasked Estep 
Score: -2176973.500000 Penalty: 3171.781982
	Iteration 63Q: 3 clusters Score -2176974 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 12610 members 
Entering Unmasked Estep 
Score: -2176974.500000 Penalty: 3171.781982
	Iteration 64Q: 3 clusters Score -2176974 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 12612 members 
Entering Unmasked Estep 
Score: -2176976.250000 Penalty: 3171.781982
	Iteration 65Q: 3 clusters Score -2176976 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 12617 members 
Entering Unmasked Estep 
Score: -2176973.750000 Penalty: 3171.781982
	Iteration 66Q: 3 clusters Score -2176974 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 12619 members 
Entering Unmasked Estep 
Score: -2176978.250000 Penalty: 3171.781982
	Iteration 67Q: 3 clusters Score -2176978 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 12624 members 
Entering Unmasked Estep 
Score: -2176982.250000 Penalty: 3171.781982
	Iteration 68Q: 3 clusters Score -2176982 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 12633 members 
Entering Unmasked Estep 
Score: -2176978.500000 Penalty: 3171.781982
	Iteration 69Q: 3 clusters Score -2176978 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 12643 members 
Entering Unmasked Estep 
Score: -2176981.500000 Penalty: 3171.781982
	Iteration 70Q: 3 clusters Score -2176982 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 12649 members 
Entering Unmasked Estep 
Score: -2176980.250000 Penalty: 3171.781982
	Iteration 71Q: 3 clusters Score -2176980 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 12655 members 
Entering Unmasked Estep 
Score: -2176977.750000 Penalty: 3171.781982
	Iteration 72Q: 3 clusters Score -2176978 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 12658 members 
Entering Unmasked Estep 
Score: -2176978.000000 Penalty: 3171.781982
	Iteration 73Q: 3 clusters Score -2176978 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 12660 members 
Entering Unmasked Estep 
Score: -2176980.750000 Penalty: 3171.781982
	Iteration 74Q: 3 clusters Score -2176981 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 12664 members 
Entering Unmasked Estep 
Score: -2176978.500000 Penalty: 3171.781982
	Iteration 75Q: 3 clusters Score -2176978 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 12669 members 
Entering Unmasked Estep 
Score: -2176979.000000 Penalty: 3171.781982
	Iteration 76Q: 3 clusters Score -2176979 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 12671 members 
Entering Unmasked Estep 
Score: -2176979.250000 Penalty: 3171.781982
	Iteration 77Q: 3 clusters Score -2176979 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 12672 members 
Entering Unmasked Estep 
Score: -2176980.000000 Penalty: 3171.781982
	Iteration 78Q: 3 clusters Score -2176980 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 12675 members 
Entering Unmasked Estep 
Score: -2176980.500000 Penalty: 3171.781982
	Iteration 79Q: 3 clusters Score -2176980 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 12676 members 
Entering Unmasked Estep 
Score: -2176981.000000 Penalty: 3171.781982
	Iteration 80F: 3 clusters Score -2176981 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 12677 members 
Entering Unmasked Estep 
Score: -2176981.750000 Penalty: 3171.781982
	Iteration 81Q: 3 clusters Score -2176982 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 12678 members 
Entering Unmasked Estep 
Score: -2176978.750000 Penalty: 3171.781982
	Iteration 82Q: 3 clusters Score -2176979 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 12679 members 
Entering Unmasked Estep 
Score: -2176980.750000 Penalty: 3171.781982
	Iteration 83Q: 3 clusters Score -2176981 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 12679 members 
Entering Unmasked Estep 
Score: -2176980.750000 Penalty: 3171.781982
	Iteration 84F: 3 clusters Score -2176981 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (17917 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17917 members 
Entering Unmasked Estep 
Score: -2240916.500000 Penalty: 1591.444702
	Iteration 0F: 2 clusters Score -2240916 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8972 members 
Mstep: Class 2 contains 8945 members 
Entering Unmasked Estep 
Score: -2228652.500000 Penalty: 3182.889404
	Iteration 0F: 3 clusters Score -2228652 nChanged 7971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9391 members 
Mstep: Class 2 contains 8526 members 
Entering Unmasked Estep 
Score: -2233299.500000 Penalty: 3182.889404
	Iteration 1F: 3 clusters Score -2233300 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9792 members 
Mstep: Class 2 contains 8125 members 
Entering Unmasked Estep 
Score: -2234022.000000 Penalty: 3182.889404
	Iteration 2F: 3 clusters Score -2234022 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10336 members 
Mstep: Class 2 contains 7581 members 
Entering Unmasked Estep 
Score: -2234894.500000 Penalty: 3182.889404
	Iteration 3F: 3 clusters Score -2234894 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10919 members 
Mstep: Class 2 contains 6998 members 
Entering Unmasked Estep 
Score: -2235745.250000 Penalty: 3182.889404
	Iteration 4F: 3 clusters Score -2235745 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11475 members 
Mstep: Class 2 contains 6442 members 
Entering Unmasked Estep 
Score: -2236492.750000 Penalty: 3182.889404
	Iteration 5F: 3 clusters Score -2236493 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11956 members 
Mstep: Class 2 contains 5961 members 
Entering Unmasked Estep 
Score: -2237058.500000 Penalty: 3182.889404
	Iteration 6F: 3 clusters Score -2237058 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12379 members 
Mstep: Class 2 contains 5538 members 
Entering Unmasked Estep 
Score: -2237421.250000 Penalty: 3182.889404
	Iteration 7Q: 3 clusters Score -2237421 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12770 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -2237710.500000 Penalty: 3182.889404
	Iteration 8Q: 3 clusters Score -2237710 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13094 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -2237913.750000 Penalty: 3182.889404
	Iteration 9Q: 3 clusters Score -2237914 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13372 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -2238083.500000 Penalty: 3182.889404
	Iteration 10Q: 3 clusters Score -2238084 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13646 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -2238215.250000 Penalty: 3182.889404
	Iteration 11Q: 3 clusters Score -2238215 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13866 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -2238340.500000 Penalty: 3182.889404
	Iteration 12Q: 3 clusters Score -2238340 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14090 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -2238455.750000 Penalty: 3182.889404
	Iteration 13Q: 3 clusters Score -2238456 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14302 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -2238584.500000 Penalty: 3182.889404
	Iteration 14Q: 3 clusters Score -2238584 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14522 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -2238703.500000 Penalty: 3182.889404
	Iteration 15Q: 3 clusters Score -2238704 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14710 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -2238812.750000 Penalty: 3182.889404
	Iteration 16Q: 3 clusters Score -2238813 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14917 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -2238948.000000 Penalty: 3182.889404
	Iteration 17Q: 3 clusters Score -2238948 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15124 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -2239089.250000 Penalty: 3182.889404
	Iteration 18Q: 3 clusters Score -2239089 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15283 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -2239195.750000 Penalty: 3182.889404
	Iteration 19Q: 3 clusters Score -2239196 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15427 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -2239290.250000 Penalty: 3182.889404
	Iteration 20F: 3 clusters Score -2239290 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15535 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -2239361.750000 Penalty: 3182.889404
	Iteration 21Q: 3 clusters Score -2239362 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15619 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -2239437.750000 Penalty: 3182.889404
	Iteration 22Q: 3 clusters Score -2239438 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15679 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -2239504.250000 Penalty: 3182.889404
	Iteration 23Q: 3 clusters Score -2239504 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15728 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -2239567.500000 Penalty: 3182.889404
	Iteration 24Q: 3 clusters Score -2239568 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15767 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -2239629.000000 Penalty: 3182.889404
	Iteration 25Q: 3 clusters Score -2239629 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15783 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -2239687.500000 Penalty: 3182.889404
	Iteration 26Q: 3 clusters Score -2239688 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15791 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -2239724.000000 Penalty: 3182.889404
	Iteration 27Q: 3 clusters Score -2239724 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15790 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -2239763.250000 Penalty: 3182.889404
	Iteration 28Q: 3 clusters Score -2239763 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15776 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -2239786.500000 Penalty: 3182.889404
	Iteration 29Q: 3 clusters Score -2239786 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15743 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -2239809.000000 Penalty: 3182.889404
	Iteration 30Q: 3 clusters Score -2239809 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15706 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -2239826.750000 Penalty: 3182.889404
	Iteration 31Q: 3 clusters Score -2239827 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15662 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -2239854.500000 Penalty: 3182.889404
	Iteration 32Q: 3 clusters Score -2239854 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15599 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -2239873.500000 Penalty: 3182.889404
	Iteration 33Q: 3 clusters Score -2239874 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15546 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -2239898.000000 Penalty: 3182.889404
	Iteration 34Q: 3 clusters Score -2239898 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15506 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -2239921.500000 Penalty: 3182.889404
	Iteration 35Q: 3 clusters Score -2239922 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15473 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -2239929.750000 Penalty: 3182.889404
	Iteration 36Q: 3 clusters Score -2239930 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15440 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -2239950.250000 Penalty: 3182.889404
	Iteration 37Q: 3 clusters Score -2239950 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15395 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -2239965.000000 Penalty: 3182.889404
	Iteration 38Q: 3 clusters Score -2239965 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15355 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -2239983.250000 Penalty: 3182.889404
	Iteration 39Q: 3 clusters Score -2239983 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15322 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -2239990.750000 Penalty: 3182.889404
	Iteration 40F: 3 clusters Score -2239991 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15290 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -2239999.000000 Penalty: 3182.889404
	Iteration 41Q: 3 clusters Score -2239999 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15256 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -2240010.500000 Penalty: 3182.889404
	Iteration 42Q: 3 clusters Score -2240010 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15214 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -2240019.500000 Penalty: 3182.889404
	Iteration 43Q: 3 clusters Score -2240020 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15177 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -2240025.500000 Penalty: 3182.889404
	Iteration 44Q: 3 clusters Score -2240026 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15144 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -2240030.500000 Penalty: 3182.889404
	Iteration 45Q: 3 clusters Score -2240030 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15116 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -2240035.250000 Penalty: 3182.889404
	Iteration 46Q: 3 clusters Score -2240035 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15089 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -2240040.250000 Penalty: 3182.889404
	Iteration 47Q: 3 clusters Score -2240040 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15073 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -2240039.000000 Penalty: 3182.889404
	Iteration 48Q: 3 clusters Score -2240039 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15057 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -2240046.750000 Penalty: 3182.889404
	Iteration 49Q: 3 clusters Score -2240047 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15032 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -2240054.000000 Penalty: 3182.889404
	Iteration 50Q: 3 clusters Score -2240054 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15011 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -2240054.750000 Penalty: 3182.889404
	Iteration 51Q: 3 clusters Score -2240055 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14989 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -2240060.500000 Penalty: 3182.889404
	Iteration 52Q: 3 clusters Score -2240060 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14960 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -2240067.500000 Penalty: 3182.889404
	Iteration 53Q: 3 clusters Score -2240068 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14938 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -2240070.000000 Penalty: 3182.889404
	Iteration 54Q: 3 clusters Score -2240070 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14915 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -2240080.000000 Penalty: 3182.889404
	Iteration 55Q: 3 clusters Score -2240080 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14889 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -2240080.250000 Penalty: 3182.889404
	Iteration 56Q: 3 clusters Score -2240080 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14862 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -2240077.750000 Penalty: 3182.889404
	Iteration 57Q: 3 clusters Score -2240078 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14838 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -2240080.500000 Penalty: 3182.889404
	Iteration 58Q: 3 clusters Score -2240080 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14821 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -2240082.500000 Penalty: 3182.889404
	Iteration 59Q: 3 clusters Score -2240082 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14806 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -2240085.750000 Penalty: 3182.889404
	Iteration 60F: 3 clusters Score -2240086 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14792 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -2240084.500000 Penalty: 3182.889404
	Iteration 61Q: 3 clusters Score -2240084 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14785 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -2240086.000000 Penalty: 3182.889404
	Iteration 62Q: 3 clusters Score -2240086 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14781 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -2240087.250000 Penalty: 3182.889404
	Iteration 63Q: 3 clusters Score -2240087 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14774 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -2240088.750000 Penalty: 3182.889404
	Iteration 64Q: 3 clusters Score -2240089 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14762 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -2240095.750000 Penalty: 3182.889404
	Iteration 65Q: 3 clusters Score -2240096 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14750 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -2240097.750000 Penalty: 3182.889404
	Iteration 66Q: 3 clusters Score -2240098 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14739 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -2240099.250000 Penalty: 3182.889404
	Iteration 67Q: 3 clusters Score -2240099 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14727 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -2240102.750000 Penalty: 3182.889404
	Iteration 68Q: 3 clusters Score -2240103 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14714 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -2240105.250000 Penalty: 3182.889404
	Iteration 69Q: 3 clusters Score -2240105 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14696 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -2240107.750000 Penalty: 3182.889404
	Iteration 70Q: 3 clusters Score -2240108 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14684 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -2240108.500000 Penalty: 3182.889404
	Iteration 71Q: 3 clusters Score -2240108 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14673 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -2240107.750000 Penalty: 3182.889404
	Iteration 72Q: 3 clusters Score -2240108 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14663 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -2240107.000000 Penalty: 3182.889404
	Iteration 73Q: 3 clusters Score -2240107 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14649 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -2240112.250000 Penalty: 3182.889404
	Iteration 74Q: 3 clusters Score -2240112 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14636 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -2240115.750000 Penalty: 3182.889404
	Iteration 75Q: 3 clusters Score -2240116 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14628 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -2240116.000000 Penalty: 3182.889404
	Iteration 76Q: 3 clusters Score -2240116 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14620 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -2240115.750000 Penalty: 3182.889404
	Iteration 77Q: 3 clusters Score -2240116 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14615 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -2240114.750000 Penalty: 3182.889404
	Iteration 78Q: 3 clusters Score -2240115 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14608 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -2240115.250000 Penalty: 3182.889404
	Iteration 79Q: 3 clusters Score -2240115 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14601 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -2240113.500000 Penalty: 3182.889404
	Iteration 80F: 3 clusters Score -2240114 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14594 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -2240112.500000 Penalty: 3182.889404
	Iteration 81Q: 3 clusters Score -2240112 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14589 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -2240117.750000 Penalty: 3182.889404
	Iteration 82Q: 3 clusters Score -2240118 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14585 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -2240118.750000 Penalty: 3182.889404
	Iteration 83Q: 3 clusters Score -2240119 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14579 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -2240118.250000 Penalty: 3182.889404
	Iteration 84Q: 3 clusters Score -2240118 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14572 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -2240120.000000 Penalty: 3182.889404
	Iteration 85Q: 3 clusters Score -2240120 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14568 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -2240119.500000 Penalty: 3182.889404
	Iteration 86Q: 3 clusters Score -2240120 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14563 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -2240118.500000 Penalty: 3182.889404
	Iteration 87Q: 3 clusters Score -2240118 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14559 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -2240114.250000 Penalty: 3182.889404
	Iteration 88Q: 3 clusters Score -2240114 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14554 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -2240114.500000 Penalty: 3182.889404
	Iteration 89Q: 3 clusters Score -2240114 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14544 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -2240111.000000 Penalty: 3182.889404
	Iteration 90Q: 3 clusters Score -2240111 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14530 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -2240116.750000 Penalty: 3182.889404
	Iteration 91Q: 3 clusters Score -2240117 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14517 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -2240116.250000 Penalty: 3182.889404
	Iteration 92Q: 3 clusters Score -2240116 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14503 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -2240117.250000 Penalty: 3182.889404
	Iteration 93Q: 3 clusters Score -2240117 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14495 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -2240123.250000 Penalty: 3182.889404
	Iteration 94Q: 3 clusters Score -2240123 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14485 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -2240126.750000 Penalty: 3182.889404
	Iteration 95Q: 3 clusters Score -2240127 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14474 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -2240122.750000 Penalty: 3182.889404
	Iteration 96Q: 3 clusters Score -2240123 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14464 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -2240124.750000 Penalty: 3182.889404
	Iteration 97Q: 3 clusters Score -2240125 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14454 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -2240124.000000 Penalty: 3182.889404
	Iteration 98Q: 3 clusters Score -2240124 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14444 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -2240122.500000 Penalty: 3182.889404
	Iteration 99Q: 3 clusters Score -2240122 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14434 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -2240126.000000 Penalty: 3182.889404
	Iteration 100F: 3 clusters Score -2240126 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14427 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -2240124.750000 Penalty: 3182.889404
	Iteration 101Q: 3 clusters Score -2240125 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14416 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -2240133.750000 Penalty: 3182.889404
	Iteration 102Q: 3 clusters Score -2240134 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14400 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -2240135.500000 Penalty: 3182.889404
	Iteration 103Q: 3 clusters Score -2240136 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14386 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -2240132.250000 Penalty: 3182.889404
	Iteration 104Q: 3 clusters Score -2240132 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14373 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -2240138.500000 Penalty: 3182.889404
	Iteration 105Q: 3 clusters Score -2240138 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14362 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -2240138.000000 Penalty: 3182.889404
	Iteration 106Q: 3 clusters Score -2240138 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14357 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -2240141.500000 Penalty: 3182.889404
	Iteration 107Q: 3 clusters Score -2240142 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14352 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -2240140.500000 Penalty: 3182.889404
	Iteration 108Q: 3 clusters Score -2240140 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14341 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -2240140.500000 Penalty: 3182.889404
	Iteration 109Q: 3 clusters Score -2240140 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14336 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -2240142.500000 Penalty: 3182.889404
	Iteration 110Q: 3 clusters Score -2240142 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14328 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -2240140.000000 Penalty: 3182.889404
	Iteration 111Q: 3 clusters Score -2240140 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14320 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -2240141.250000 Penalty: 3182.889404
	Iteration 112Q: 3 clusters Score -2240141 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14314 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -2240139.000000 Penalty: 3182.889404
	Iteration 113Q: 3 clusters Score -2240139 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14306 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -2240141.750000 Penalty: 3182.889404
	Iteration 114Q: 3 clusters Score -2240142 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14298 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -2240144.000000 Penalty: 3182.889404
	Iteration 115Q: 3 clusters Score -2240144 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14288 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -2240142.000000 Penalty: 3182.889404
	Iteration 116Q: 3 clusters Score -2240142 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14284 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -2240141.000000 Penalty: 3182.889404
	Iteration 117Q: 3 clusters Score -2240141 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14281 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -2240144.500000 Penalty: 3182.889404
	Iteration 118Q: 3 clusters Score -2240144 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14278 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -2240145.750000 Penalty: 3182.889404
	Iteration 119Q: 3 clusters Score -2240146 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14273 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -2240145.000000 Penalty: 3182.889404
	Iteration 120F: 3 clusters Score -2240145 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14269 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -2240143.750000 Penalty: 3182.889404
	Iteration 121Q: 3 clusters Score -2240144 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14261 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -2240147.000000 Penalty: 3182.889404
	Iteration 122Q: 3 clusters Score -2240147 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14253 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -2240149.250000 Penalty: 3182.889404
	Iteration 123Q: 3 clusters Score -2240149 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14237 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -2240148.750000 Penalty: 3182.889404
	Iteration 124Q: 3 clusters Score -2240149 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14223 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -2240152.000000 Penalty: 3182.889404
	Iteration 125Q: 3 clusters Score -2240152 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14211 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -2240155.750000 Penalty: 3182.889404
	Iteration 126Q: 3 clusters Score -2240156 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14198 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -2240154.750000 Penalty: 3182.889404
	Iteration 127Q: 3 clusters Score -2240155 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14190 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -2240152.500000 Penalty: 3182.889404
	Iteration 128Q: 3 clusters Score -2240152 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14176 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -2240160.750000 Penalty: 3182.889404
	Iteration 129Q: 3 clusters Score -2240161 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14165 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -2240156.750000 Penalty: 3182.889404
	Iteration 130Q: 3 clusters Score -2240157 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14155 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -2240159.250000 Penalty: 3182.889404
	Iteration 131Q: 3 clusters Score -2240159 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14151 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -2240158.500000 Penalty: 3182.889404
	Iteration 132Q: 3 clusters Score -2240158 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14144 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -2240155.500000 Penalty: 3182.889404
	Iteration 133Q: 3 clusters Score -2240156 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14138 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -2240155.500000 Penalty: 3182.889404
	Iteration 134Q: 3 clusters Score -2240156 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14132 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -2240160.000000 Penalty: 3182.889404
	Iteration 135Q: 3 clusters Score -2240160 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14124 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -2240162.000000 Penalty: 3182.889404
	Iteration 136Q: 3 clusters Score -2240162 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14117 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -2240164.250000 Penalty: 3182.889404
	Iteration 137Q: 3 clusters Score -2240164 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14112 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -2240167.250000 Penalty: 3182.889404
	Iteration 138Q: 3 clusters Score -2240167 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14106 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -2240168.750000 Penalty: 3182.889404
	Iteration 139Q: 3 clusters Score -2240169 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14095 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -2240169.500000 Penalty: 3182.889404
	Iteration 140F: 3 clusters Score -2240170 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14081 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -2240168.500000 Penalty: 3182.889404
	Iteration 141Q: 3 clusters Score -2240168 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14065 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -2240169.250000 Penalty: 3182.889404
	Iteration 142Q: 3 clusters Score -2240169 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14051 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -2240166.000000 Penalty: 3182.889404
	Iteration 143Q: 3 clusters Score -2240166 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14031 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -2240169.500000 Penalty: 3182.889404
	Iteration 144Q: 3 clusters Score -2240170 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14011 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -2240173.500000 Penalty: 3182.889404
	Iteration 145Q: 3 clusters Score -2240174 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13988 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -2240171.000000 Penalty: 3182.889404
	Iteration 146Q: 3 clusters Score -2240171 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13965 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -2240175.500000 Penalty: 3182.889404
	Iteration 147Q: 3 clusters Score -2240176 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13938 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -2240179.250000 Penalty: 3182.889404
	Iteration 148Q: 3 clusters Score -2240179 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13912 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -2240180.000000 Penalty: 3182.889404
	Iteration 149Q: 3 clusters Score -2240180 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13892 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -2240182.250000 Penalty: 3182.889404
	Iteration 150Q: 3 clusters Score -2240182 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13872 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -2240179.250000 Penalty: 3182.889404
	Iteration 151Q: 3 clusters Score -2240179 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13844 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -2240185.000000 Penalty: 3182.889404
	Iteration 152Q: 3 clusters Score -2240185 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13811 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -2240186.000000 Penalty: 3182.889404
	Iteration 153Q: 3 clusters Score -2240186 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13777 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -2240198.250000 Penalty: 3182.889404
	Iteration 154Q: 3 clusters Score -2240198 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13748 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -2240204.750000 Penalty: 3182.889404
	Iteration 155Q: 3 clusters Score -2240205 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13726 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -2240205.000000 Penalty: 3182.889404
	Iteration 156Q: 3 clusters Score -2240205 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13707 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -2240206.000000 Penalty: 3182.889404
	Iteration 157Q: 3 clusters Score -2240206 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13685 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -2240208.000000 Penalty: 3182.889404
	Iteration 158Q: 3 clusters Score -2240208 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13667 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -2240215.000000 Penalty: 3182.889404
	Iteration 159Q: 3 clusters Score -2240215 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13643 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -2240221.250000 Penalty: 3182.889404
	Iteration 160F: 3 clusters Score -2240221 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13620 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -2240214.000000 Penalty: 3182.889404
	Iteration 161Q: 3 clusters Score -2240214 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13587 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -2240224.500000 Penalty: 3182.889404
	Iteration 162Q: 3 clusters Score -2240224 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13563 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -2240223.750000 Penalty: 3182.889404
	Iteration 163Q: 3 clusters Score -2240224 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13538 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -2240229.250000 Penalty: 3182.889404
	Iteration 164Q: 3 clusters Score -2240229 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13511 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -2240228.250000 Penalty: 3182.889404
	Iteration 165Q: 3 clusters Score -2240228 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13483 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -2240235.000000 Penalty: 3182.889404
	Iteration 166Q: 3 clusters Score -2240235 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13462 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -2240230.250000 Penalty: 3182.889404
	Iteration 167Q: 3 clusters Score -2240230 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13434 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -2240230.750000 Penalty: 3182.889404
	Iteration 168Q: 3 clusters Score -2240231 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13409 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -2240232.750000 Penalty: 3182.889404
	Iteration 169Q: 3 clusters Score -2240233 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13379 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -2240236.250000 Penalty: 3182.889404
	Iteration 170Q: 3 clusters Score -2240236 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13339 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -2240250.250000 Penalty: 3182.889404
	Iteration 171Q: 3 clusters Score -2240250 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13306 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -2240253.500000 Penalty: 3182.889404
	Iteration 172Q: 3 clusters Score -2240254 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13279 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -2240258.750000 Penalty: 3182.889404
	Iteration 173Q: 3 clusters Score -2240259 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13255 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -2240257.500000 Penalty: 3182.889404
	Iteration 174Q: 3 clusters Score -2240258 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13233 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -2240260.750000 Penalty: 3182.889404
	Iteration 175Q: 3 clusters Score -2240261 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13207 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -2240264.250000 Penalty: 3182.889404
	Iteration 176Q: 3 clusters Score -2240264 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13176 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -2240273.500000 Penalty: 3182.889404
	Iteration 177Q: 3 clusters Score -2240274 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13145 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -2240278.000000 Penalty: 3182.889404
	Iteration 178Q: 3 clusters Score -2240278 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13111 members 
Mstep: Class 2 contains 4806 members 
Entering Unmasked Estep 
Score: -2240274.000000 Penalty: 3182.889404
	Iteration 179Q: 3 clusters Score -2240274 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13080 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -2240276.250000 Penalty: 3182.889404
	Iteration 180F: 3 clusters Score -2240276 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13054 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -2240282.250000 Penalty: 3182.889404
	Iteration 181Q: 3 clusters Score -2240282 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13026 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -2240281.750000 Penalty: 3182.889404
	Iteration 182Q: 3 clusters Score -2240282 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13001 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
Score: -2240287.000000 Penalty: 3182.889404
	Iteration 183Q: 3 clusters Score -2240287 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12977 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -2240289.750000 Penalty: 3182.889404
	Iteration 184Q: 3 clusters Score -2240290 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12958 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -2240290.750000 Penalty: 3182.889404
	Iteration 185Q: 3 clusters Score -2240291 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12930 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -2240290.250000 Penalty: 3182.889404
	Iteration 186Q: 3 clusters Score -2240290 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12888 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -2240299.500000 Penalty: 3182.889404
	Iteration 187Q: 3 clusters Score -2240300 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12841 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -2240306.750000 Penalty: 3182.889404
	Iteration 188Q: 3 clusters Score -2240307 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12804 members 
Mstep: Class 2 contains 5113 members 
Entering Unmasked Estep 
Score: -2240313.250000 Penalty: 3182.889404
	Iteration 189Q: 3 clusters Score -2240313 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12765 members 
Mstep: Class 2 contains 5152 members 
Entering Unmasked Estep 
Score: -2240318.250000 Penalty: 3182.889404
	Iteration 190Q: 3 clusters Score -2240318 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12729 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -2240322.000000 Penalty: 3182.889404
	Iteration 191Q: 3 clusters Score -2240322 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12688 members 
Mstep: Class 2 contains 5229 members 
Entering Unmasked Estep 
Score: -2240333.000000 Penalty: 3182.889404
	Iteration 192Q: 3 clusters Score -2240333 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12648 members 
Mstep: Class 2 contains 5269 members 
Entering Unmasked Estep 
Score: -2240337.500000 Penalty: 3182.889404
	Iteration 193Q: 3 clusters Score -2240338 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12616 members 
Mstep: Class 2 contains 5301 members 
Entering Unmasked Estep 
Score: -2240338.500000 Penalty: 3182.889404
	Iteration 194Q: 3 clusters Score -2240338 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12588 members 
Mstep: Class 2 contains 5329 members 
Entering Unmasked Estep 
Score: -2240338.000000 Penalty: 3182.889404
	Iteration 195Q: 3 clusters Score -2240338 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12563 members 
Mstep: Class 2 contains 5354 members 
Entering Unmasked Estep 
Score: -2240347.750000 Penalty: 3182.889404
	Iteration 196Q: 3 clusters Score -2240348 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12537 members 
Mstep: Class 2 contains 5380 members 
Entering Unmasked Estep 
Score: -2240346.250000 Penalty: 3182.889404
	Iteration 197Q: 3 clusters Score -2240346 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12522 members 
Mstep: Class 2 contains 5395 members 
Entering Unmasked Estep 
Score: -2240346.000000 Penalty: 3182.889404
	Iteration 198Q: 3 clusters Score -2240346 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12514 members 
Mstep: Class 2 contains 5403 members 
Entering Unmasked Estep 
Score: -2240348.500000 Penalty: 3182.889404
	Iteration 199Q: 3 clusters Score -2240348 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12509 members 
Mstep: Class 2 contains 5408 members 
Entering Unmasked Estep 
Score: -2240351.750000 Penalty: 3182.889404
	Iteration 200F: 3 clusters Score -2240352 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12501 members 
Mstep: Class 2 contains 5416 members 
Entering Unmasked Estep 
Score: -2240351.250000 Penalty: 3182.889404
	Iteration 201Q: 3 clusters Score -2240351 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12490 members 
Mstep: Class 2 contains 5427 members 
Entering Unmasked Estep 
Score: -2240351.500000 Penalty: 3182.889404
	Iteration 202Q: 3 clusters Score -2240352 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12480 members 
Mstep: Class 2 contains 5437 members 
Entering Unmasked Estep 
Score: -2240354.750000 Penalty: 3182.889404
	Iteration 203Q: 3 clusters Score -2240355 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12466 members 
Mstep: Class 2 contains 5451 members 
Entering Unmasked Estep 
Score: -2240355.250000 Penalty: 3182.889404
	Iteration 204Q: 3 clusters Score -2240355 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12450 members 
Mstep: Class 2 contains 5467 members 
Entering Unmasked Estep 
Score: -2240360.250000 Penalty: 3182.889404
	Iteration 205Q: 3 clusters Score -2240360 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12430 members 
Mstep: Class 2 contains 5487 members 
Entering Unmasked Estep 
Score: -2240357.000000 Penalty: 3182.889404
	Iteration 206Q: 3 clusters Score -2240357 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12410 members 
Mstep: Class 2 contains 5507 members 
Entering Unmasked Estep 
Score: -2240361.000000 Penalty: 3182.889404
	Iteration 207Q: 3 clusters Score -2240361 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12384 members 
Mstep: Class 2 contains 5533 members 
Entering Unmasked Estep 
Score: -2240364.250000 Penalty: 3182.889404
	Iteration 208Q: 3 clusters Score -2240364 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12360 members 
Mstep: Class 2 contains 5557 members 
Entering Unmasked Estep 
Score: -2240364.250000 Penalty: 3182.889404
	Iteration 209Q: 3 clusters Score -2240364 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12333 members 
Mstep: Class 2 contains 5584 members 
Entering Unmasked Estep 
Score: -2240368.000000 Penalty: 3182.889404
	Iteration 210Q: 3 clusters Score -2240368 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12313 members 
Mstep: Class 2 contains 5604 members 
Entering Unmasked Estep 
Score: -2240371.500000 Penalty: 3182.889404
	Iteration 211Q: 3 clusters Score -2240372 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12297 members 
Mstep: Class 2 contains 5620 members 
Entering Unmasked Estep 
Score: -2240366.500000 Penalty: 3182.889404
	Iteration 212Q: 3 clusters Score -2240366 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12280 members 
Mstep: Class 2 contains 5637 members 
Entering Unmasked Estep 
Score: -2240369.000000 Penalty: 3182.889404
	Iteration 213Q: 3 clusters Score -2240369 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12265 members 
Mstep: Class 2 contains 5652 members 
Entering Unmasked Estep 
Score: -2240375.250000 Penalty: 3182.889404
	Iteration 214Q: 3 clusters Score -2240375 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12249 members 
Mstep: Class 2 contains 5668 members 
Entering Unmasked Estep 
Score: -2240375.750000 Penalty: 3182.889404
	Iteration 215Q: 3 clusters Score -2240376 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12234 members 
Mstep: Class 2 contains 5683 members 
Entering Unmasked Estep 
Score: -2240372.500000 Penalty: 3182.889404
	Iteration 216Q: 3 clusters Score -2240372 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12217 members 
Mstep: Class 2 contains 5700 members 
Entering Unmasked Estep 
Score: -2240375.000000 Penalty: 3182.889404
	Iteration 217Q: 3 clusters Score -2240375 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12196 members 
Mstep: Class 2 contains 5721 members 
Entering Unmasked Estep 
Score: -2240380.500000 Penalty: 3182.889404
	Iteration 218Q: 3 clusters Score -2240380 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12174 members 
Mstep: Class 2 contains 5743 members 
Entering Unmasked Estep 
Score: -2240382.750000 Penalty: 3182.889404
	Iteration 219Q: 3 clusters Score -2240383 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12149 members 
Mstep: Class 2 contains 5768 members 
Entering Unmasked Estep 
Score: -2240382.500000 Penalty: 3182.889404
	Iteration 220F: 3 clusters Score -2240382 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12122 members 
Mstep: Class 2 contains 5795 members 
Entering Unmasked Estep 
Score: -2240386.500000 Penalty: 3182.889404
	Iteration 221Q: 3 clusters Score -2240386 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12101 members 
Mstep: Class 2 contains 5816 members 
Entering Unmasked Estep 
Score: -2240387.750000 Penalty: 3182.889404
	Iteration 222Q: 3 clusters Score -2240388 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12069 members 
Mstep: Class 2 contains 5848 members 
Entering Unmasked Estep 
Score: -2240394.500000 Penalty: 3182.889404
	Iteration 223Q: 3 clusters Score -2240394 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12043 members 
Mstep: Class 2 contains 5874 members 
Entering Unmasked Estep 
Score: -2240392.250000 Penalty: 3182.889404
	Iteration 224Q: 3 clusters Score -2240392 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12016 members 
Mstep: Class 2 contains 5901 members 
Entering Unmasked Estep 
Score: -2240390.250000 Penalty: 3182.889404
	Iteration 225Q: 3 clusters Score -2240390 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11988 members 
Mstep: Class 2 contains 5929 members 
Entering Unmasked Estep 
Score: -2240396.250000 Penalty: 3182.889404
	Iteration 226Q: 3 clusters Score -2240396 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11958 members 
Mstep: Class 2 contains 5959 members 
Entering Unmasked Estep 
Score: -2240398.750000 Penalty: 3182.889404
	Iteration 227Q: 3 clusters Score -2240399 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11929 members 
Mstep: Class 2 contains 5988 members 
Entering Unmasked Estep 
Score: -2240402.000000 Penalty: 3182.889404
	Iteration 228Q: 3 clusters Score -2240402 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11900 members 
Mstep: Class 2 contains 6017 members 
Entering Unmasked Estep 
Score: -2240408.250000 Penalty: 3182.889404
	Iteration 229Q: 3 clusters Score -2240408 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11876 members 
Mstep: Class 2 contains 6041 members 
Entering Unmasked Estep 
Score: -2240410.500000 Penalty: 3182.889404
	Iteration 230Q: 3 clusters Score -2240410 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11857 members 
Mstep: Class 2 contains 6060 members 
Entering Unmasked Estep 
Score: -2240409.750000 Penalty: 3182.889404
	Iteration 231Q: 3 clusters Score -2240410 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11836 members 
Mstep: Class 2 contains 6081 members 
Entering Unmasked Estep 
Score: -2240413.000000 Penalty: 3182.889404
	Iteration 232Q: 3 clusters Score -2240413 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11822 members 
Mstep: Class 2 contains 6095 members 
Entering Unmasked Estep 
Score: -2240412.750000 Penalty: 3182.889404
	Iteration 233Q: 3 clusters Score -2240413 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11808 members 
Mstep: Class 2 contains 6109 members 
Entering Unmasked Estep 
Score: -2240412.750000 Penalty: 3182.889404
	Iteration 234Q: 3 clusters Score -2240413 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11796 members 
Mstep: Class 2 contains 6121 members 
Entering Unmasked Estep 
Score: -2240408.000000 Penalty: 3182.889404
	Iteration 235Q: 3 clusters Score -2240408 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11780 members 
Mstep: Class 2 contains 6137 members 
Entering Unmasked Estep 
Score: -2240409.500000 Penalty: 3182.889404
	Iteration 236Q: 3 clusters Score -2240410 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11764 members 
Mstep: Class 2 contains 6153 members 
Entering Unmasked Estep 
Score: -2240409.000000 Penalty: 3182.889404
	Iteration 237Q: 3 clusters Score -2240409 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11749 members 
Mstep: Class 2 contains 6168 members 
Entering Unmasked Estep 
Score: -2240409.250000 Penalty: 3182.889404
	Iteration 238Q: 3 clusters Score -2240409 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11738 members 
Mstep: Class 2 contains 6179 members 
Entering Unmasked Estep 
Score: -2240409.000000 Penalty: 3182.889404
	Iteration 239Q: 3 clusters Score -2240409 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11726 members 
Mstep: Class 2 contains 6191 members 
Entering Unmasked Estep 
Score: -2240413.000000 Penalty: 3182.889404
	Iteration 240F: 3 clusters Score -2240413 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11714 members 
Mstep: Class 2 contains 6203 members 
Entering Unmasked Estep 
Score: -2240411.250000 Penalty: 3182.889404
	Iteration 241Q: 3 clusters Score -2240411 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11704 members 
Mstep: Class 2 contains 6213 members 
Entering Unmasked Estep 
Score: -2240414.000000 Penalty: 3182.889404
	Iteration 242Q: 3 clusters Score -2240414 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11692 members 
Mstep: Class 2 contains 6225 members 
Entering Unmasked Estep 
Score: -2240410.250000 Penalty: 3182.889404
	Iteration 243Q: 3 clusters Score -2240410 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11677 members 
Mstep: Class 2 contains 6240 members 
Entering Unmasked Estep 
Score: -2240414.500000 Penalty: 3182.889404
	Iteration 244Q: 3 clusters Score -2240414 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11667 members 
Mstep: Class 2 contains 6250 members 
Entering Unmasked Estep 
Score: -2240419.000000 Penalty: 3182.889404
	Iteration 245Q: 3 clusters Score -2240419 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11654 members 
Mstep: Class 2 contains 6263 members 
Entering Unmasked Estep 
Score: -2240414.750000 Penalty: 3182.889404
	Iteration 246Q: 3 clusters Score -2240415 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11641 members 
Mstep: Class 2 contains 6276 members 
Entering Unmasked Estep 
Score: -2240415.250000 Penalty: 3182.889404
	Iteration 247Q: 3 clusters Score -2240415 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11627 members 
Mstep: Class 2 contains 6290 members 
Entering Unmasked Estep 
Score: -2240417.750000 Penalty: 3182.889404
	Iteration 248Q: 3 clusters Score -2240418 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11617 members 
Mstep: Class 2 contains 6300 members 
Entering Unmasked Estep 
Score: -2240416.500000 Penalty: 3182.889404
	Iteration 249Q: 3 clusters Score -2240416 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11610 members 
Mstep: Class 2 contains 6307 members 
Entering Unmasked Estep 
Score: -2240415.750000 Penalty: 3182.889404
	Iteration 250Q: 3 clusters Score -2240416 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11604 members 
Mstep: Class 2 contains 6313 members 
Entering Unmasked Estep 
Score: -2240414.750000 Penalty: 3182.889404
	Iteration 251Q: 3 clusters Score -2240415 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11598 members 
Mstep: Class 2 contains 6319 members 
Entering Unmasked Estep 
Score: -2240414.750000 Penalty: 3182.889404
	Iteration 252Q: 3 clusters Score -2240415 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11594 members 
Mstep: Class 2 contains 6323 members 
Entering Unmasked Estep 
Score: -2240412.250000 Penalty: 3182.889404
	Iteration 253Q: 3 clusters Score -2240412 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11587 members 
Mstep: Class 2 contains 6330 members 
Entering Unmasked Estep 
Score: -2240417.750000 Penalty: 3182.889404
	Iteration 254Q: 3 clusters Score -2240418 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11579 members 
Mstep: Class 2 contains 6338 members 
Entering Unmasked Estep 
Score: -2240419.000000 Penalty: 3182.889404
	Iteration 255Q: 3 clusters Score -2240419 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11571 members 
Mstep: Class 2 contains 6346 members 
Entering Unmasked Estep 
Score: -2240424.750000 Penalty: 3182.889404
	Iteration 256Q: 3 clusters Score -2240425 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11565 members 
Mstep: Class 2 contains 6352 members 
Entering Unmasked Estep 
Score: -2240429.000000 Penalty: 3182.889404
	Iteration 257Q: 3 clusters Score -2240429 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11560 members 
Mstep: Class 2 contains 6357 members 
Entering Unmasked Estep 
Score: -2240427.500000 Penalty: 3182.889404
	Iteration 258Q: 3 clusters Score -2240428 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11559 members 
Mstep: Class 2 contains 6358 members 
Entering Unmasked Estep 
Score: -2240427.000000 Penalty: 3182.889404
	Iteration 259Q: 3 clusters Score -2240427 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11556 members 
Mstep: Class 2 contains 6361 members 
Entering Unmasked Estep 
Score: -2240426.500000 Penalty: 3182.889404
	Iteration 260F: 3 clusters Score -2240426 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11554 members 
Mstep: Class 2 contains 6363 members 
Entering Unmasked Estep 
Score: -2240425.750000 Penalty: 3182.889404
	Iteration 261Q: 3 clusters Score -2240426 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11552 members 
Mstep: Class 2 contains 6365 members 
Entering Unmasked Estep 
Score: -2240426.500000 Penalty: 3182.889404
	Iteration 262Q: 3 clusters Score -2240426 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11550 members 
Mstep: Class 2 contains 6367 members 
Entering Unmasked Estep 
Score: -2240426.000000 Penalty: 3182.889404
	Iteration 263Q: 3 clusters Score -2240426 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11548 members 
Mstep: Class 2 contains 6369 members 
Entering Unmasked Estep 
Score: -2240426.250000 Penalty: 3182.889404
	Iteration 264Q: 3 clusters Score -2240426 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11544 members 
Mstep: Class 2 contains 6373 members 
Entering Unmasked Estep 
Score: -2240424.250000 Penalty: 3182.889404
	Iteration 265Q: 3 clusters Score -2240424 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11542 members 
Mstep: Class 2 contains 6375 members 
Entering Unmasked Estep 
Score: -2240425.250000 Penalty: 3182.889404
	Iteration 266Q: 3 clusters Score -2240425 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11540 members 
Mstep: Class 2 contains 6377 members 
Entering Unmasked Estep 
Score: -2240423.500000 Penalty: 3182.889404
	Iteration 267Q: 3 clusters Score -2240424 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11534 members 
Mstep: Class 2 contains 6383 members 
Entering Unmasked Estep 
Score: -2240424.750000 Penalty: 3182.889404
	Iteration 268Q: 3 clusters Score -2240425 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11531 members 
Mstep: Class 2 contains 6386 members 
Entering Unmasked Estep 
Score: -2240427.000000 Penalty: 3182.889404
	Iteration 269Q: 3 clusters Score -2240427 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11530 members 
Mstep: Class 2 contains 6387 members 
Entering Unmasked Estep 
Score: -2240430.250000 Penalty: 3182.889404
	Iteration 270Q: 3 clusters Score -2240430 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11529 members 
Mstep: Class 2 contains 6388 members 
Entering Unmasked Estep 
Score: -2240431.250000 Penalty: 3182.889404
	Iteration 271Q: 3 clusters Score -2240431 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11526 members 
Mstep: Class 2 contains 6391 members 
Entering Unmasked Estep 
Score: -2240430.250000 Penalty: 3182.889404
	Iteration 272Q: 3 clusters Score -2240430 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11519 members 
Mstep: Class 2 contains 6398 members 
Entering Unmasked Estep 
Score: -2240431.000000 Penalty: 3182.889404
	Iteration 273Q: 3 clusters Score -2240431 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11513 members 
Mstep: Class 2 contains 6404 members 
Entering Unmasked Estep 
Score: -2240431.750000 Penalty: 3182.889404
	Iteration 274Q: 3 clusters Score -2240432 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11508 members 
Mstep: Class 2 contains 6409 members 
Entering Unmasked Estep 
Score: -2240433.750000 Penalty: 3182.889404
	Iteration 275Q: 3 clusters Score -2240434 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11503 members 
Mstep: Class 2 contains 6414 members 
Entering Unmasked Estep 
Score: -2240434.500000 Penalty: 3182.889404
	Iteration 276Q: 3 clusters Score -2240434 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11496 members 
Mstep: Class 2 contains 6421 members 
Entering Unmasked Estep 
Score: -2240432.750000 Penalty: 3182.889404
	Iteration 277Q: 3 clusters Score -2240433 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11485 members 
Mstep: Class 2 contains 6432 members 
Entering Unmasked Estep 
Score: -2240436.250000 Penalty: 3182.889404
	Iteration 278Q: 3 clusters Score -2240436 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11475 members 
Mstep: Class 2 contains 6442 members 
Entering Unmasked Estep 
Score: -2240434.500000 Penalty: 3182.889404
	Iteration 279Q: 3 clusters Score -2240434 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11466 members 
Mstep: Class 2 contains 6451 members 
Entering Unmasked Estep 
Score: -2240431.500000 Penalty: 3182.889404
	Iteration 280F: 3 clusters Score -2240432 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11458 members 
Mstep: Class 2 contains 6459 members 
Entering Unmasked Estep 
Score: -2240428.750000 Penalty: 3182.889404
	Iteration 281Q: 3 clusters Score -2240429 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11453 members 
Mstep: Class 2 contains 6464 members 
Entering Unmasked Estep 
Score: -2240429.000000 Penalty: 3182.889404
	Iteration 282Q: 3 clusters Score -2240429 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11449 members 
Mstep: Class 2 contains 6468 members 
Entering Unmasked Estep 
Score: -2240431.000000 Penalty: 3182.889404
	Iteration 283Q: 3 clusters Score -2240431 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11443 members 
Mstep: Class 2 contains 6474 members 
Entering Unmasked Estep 
Score: -2240438.000000 Penalty: 3182.889404
	Iteration 284Q: 3 clusters Score -2240438 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11438 members 
Mstep: Class 2 contains 6479 members 
Entering Unmasked Estep 
Score: -2240437.250000 Penalty: 3182.889404
	Iteration 285Q: 3 clusters Score -2240437 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11436 members 
Mstep: Class 2 contains 6481 members 
Entering Unmasked Estep 
Score: -2240433.750000 Penalty: 3182.889404
	Iteration 286Q: 3 clusters Score -2240434 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11433 members 
Mstep: Class 2 contains 6484 members 
Entering Unmasked Estep 
Score: -2240434.750000 Penalty: 3182.889404
	Iteration 287Q: 3 clusters Score -2240435 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11430 members 
Mstep: Class 2 contains 6487 members 
Entering Unmasked Estep 
Score: -2240435.000000 Penalty: 3182.889404
	Iteration 288Q: 3 clusters Score -2240435 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11430 members 
Mstep: Class 2 contains 6487 members 
Entering Unmasked Estep 
Score: -2240435.000000 Penalty: 3182.889404
	Iteration 289F: 3 clusters Score -2240435 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (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: -49810.355469 Penalty: 998.430176
	Iteration 0F: 2 clusters Score -49810.36 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 211 members 
Entering Unmasked Estep 
Score: -48900.277344 Penalty: 1996.860352
	Iteration 0F: 3 clusters Score -48900.28 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -49109.964844 Penalty: 1996.860352
	Iteration 1F: 3 clusters Score -49109.96 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -49183.652344 Penalty: 1996.860352
	Iteration 2F: 3 clusters Score -49183.65 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -49205.199219 Penalty: 1996.860352
	Iteration 3Q: 3 clusters Score -49205.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -49215.859375 Penalty: 1996.860352
	Iteration 4Q: 3 clusters Score -49215.86 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -49229.074219 Penalty: 1996.860352
	Iteration 5Q: 3 clusters Score -49229.07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -49239.945312 Penalty: 1996.860352
	Iteration 6Q: 3 clusters Score -49239.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -49239.945312 Penalty: 1996.860352
	Iteration 7F: 3 clusters Score -49239.95 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (8542 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8542 members 
Entering Unmasked Estep 
Score: -1066279.250000 Penalty: 1471.072021
	Iteration 0F: 2 clusters Score -1066279 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -1060027.875000 Penalty: 2942.144043
	Iteration 0F: 3 clusters Score -1060028 nChanged 3618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -1061930.000000 Penalty: 2942.144043
	Iteration 1F: 3 clusters Score -1061930 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -1062233.125000 Penalty: 2942.144043
	Iteration 2F: 3 clusters Score -1062233 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -1062486.375000 Penalty: 2942.144043
	Iteration 3F: 3 clusters Score -1062486 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -1062708.000000 Penalty: 2942.144043
	Iteration 4Q: 3 clusters Score -1062708 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 5392 members 
Entering Unmasked Estep 
Score: -1062985.375000 Penalty: 2942.144043
	Iteration 5F: 3 clusters Score -1062985 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 5701 members 
Entering Unmasked Estep 
Score: -1063288.375000 Penalty: 2942.144043
	Iteration 6F: 3 clusters Score -1063288 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 6036 members 
Entering Unmasked Estep 
Score: -1063590.000000 Penalty: 2942.144043
	Iteration 7F: 3 clusters Score -1063590 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 6374 members 
Entering Unmasked Estep 
Score: -1063846.125000 Penalty: 2942.144043
	Iteration 8Q: 3 clusters Score -1063846 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 6716 members 
Entering Unmasked Estep 
Score: -1064089.750000 Penalty: 2942.144043
	Iteration 9Q: 3 clusters Score -1064090 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 7007 members 
Entering Unmasked Estep 
Score: -1064273.250000 Penalty: 2942.144043
	Iteration 10Q: 3 clusters Score -1064273 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 7262 members 
Entering Unmasked Estep 
Score: -1064433.750000 Penalty: 2942.144043
	Iteration 11Q: 3 clusters Score -1064434 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 7478 members 
Entering Unmasked Estep 
Score: -1064566.750000 Penalty: 2942.144043
	Iteration 12Q: 3 clusters Score -1064567 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 7649 members 
Entering Unmasked Estep 
Score: -1064676.625000 Penalty: 2942.144043
	Iteration 13Q: 3 clusters Score -1064677 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 7772 members 
Entering Unmasked Estep 
Score: -1064748.250000 Penalty: 2942.144043
	Iteration 14Q: 3 clusters Score -1064748 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 7861 members 
Entering Unmasked Estep 
Score: -1064801.125000 Penalty: 2942.144043
	Iteration 15Q: 3 clusters Score -1064801 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 7945 members 
Entering Unmasked Estep 
Score: -1064872.250000 Penalty: 2942.144043
	Iteration 16Q: 3 clusters Score -1064872 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 7997 members 
Entering Unmasked Estep 
Score: -1064912.000000 Penalty: 2942.144043
	Iteration 17Q: 3 clusters Score -1064912 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 8036 members 
Entering Unmasked Estep 
Score: -1064935.625000 Penalty: 2942.144043
	Iteration 18Q: 3 clusters Score -1064936 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 8063 members 
Entering Unmasked Estep 
Score: -1064954.875000 Penalty: 2942.144043
	Iteration 19Q: 3 clusters Score -1064955 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 8086 members 
Entering Unmasked Estep 
Score: -1064972.750000 Penalty: 2942.144043
	Iteration 20F: 3 clusters Score -1064973 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 8104 members 
Entering Unmasked Estep 
Score: -1064985.000000 Penalty: 2942.144043
	Iteration 21Q: 3 clusters Score -1064985 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 8114 members 
Entering Unmasked Estep 
Score: -1064992.500000 Penalty: 2942.144043
	Iteration 22Q: 3 clusters Score -1064992 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 8125 members 
Entering Unmasked Estep 
Score: -1064998.000000 Penalty: 2942.144043
	Iteration 23Q: 3 clusters Score -1064998 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 8135 members 
Entering Unmasked Estep 
Score: -1065005.125000 Penalty: 2942.144043
	Iteration 24Q: 3 clusters Score -1065005 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 8146 members 
Entering Unmasked Estep 
Score: -1065010.000000 Penalty: 2942.144043
	Iteration 25Q: 3 clusters Score -1065010 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 8152 members 
Entering Unmasked Estep 
Score: -1065013.875000 Penalty: 2942.144043
	Iteration 26Q: 3 clusters Score -1065014 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 8156 members 
Entering Unmasked Estep 
Score: -1065014.875000 Penalty: 2942.144043
	Iteration 27Q: 3 clusters Score -1065015 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 8158 members 
Entering Unmasked Estep 
Score: -1065019.375000 Penalty: 2942.144043
	Iteration 28Q: 3 clusters Score -1065019 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 8163 members 
Entering Unmasked Estep 
Score: -1065023.625000 Penalty: 2942.144043
	Iteration 29Q: 3 clusters Score -1065024 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 8167 members 
Entering Unmasked Estep 
Score: -1065029.000000 Penalty: 2942.144043
	Iteration 30Q: 3 clusters Score -1065029 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 8172 members 
Entering Unmasked Estep 
Score: -1065033.500000 Penalty: 2942.144043
	Iteration 31Q: 3 clusters Score -1065034 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 8175 members 
Entering Unmasked Estep 
Score: -1065033.750000 Penalty: 2942.144043
	Iteration 32Q: 3 clusters Score -1065034 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 8176 members 
Entering Unmasked Estep 
Score: -1065037.000000 Penalty: 2942.144043
	Iteration 33Q: 3 clusters Score -1065037 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 8180 members 
Entering Unmasked Estep 
Score: -1065042.750000 Penalty: 2942.144043
	Iteration 34Q: 3 clusters Score -1065043 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 8182 members 
Entering Unmasked Estep 
Score: -1065043.875000 Penalty: 2942.144043
	Iteration 35Q: 3 clusters Score -1065044 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 8185 members 
Entering Unmasked Estep 
Score: -1065044.125000 Penalty: 2942.144043
	Iteration 36Q: 3 clusters Score -1065044 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 8186 members 
Entering Unmasked Estep 
Score: -1065043.875000 Penalty: 2942.144043
	Iteration 37Q: 3 clusters Score -1065044 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 8186 members 
Entering Unmasked Estep 
Score: -1065043.875000 Penalty: 2942.144043
	Iteration 38F: 3 clusters Score -1065044 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (6273 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6273 members 
Entering Unmasked Estep 
Score: -783001.375000 Penalty: 1420.901611
	Iteration 0F: 2 clusters Score -783001.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -778261.250000 Penalty: 2841.803223
	Iteration 0F: 3 clusters Score -778261.2 nChanged 2586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -779747.875000 Penalty: 2841.803223
	Iteration 1F: 3 clusters Score -779747.9 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -780134.375000 Penalty: 2841.803223
	Iteration 2F: 3 clusters Score -780134.4 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -780491.500000 Penalty: 2841.803223
	Iteration 3F: 3 clusters Score -780491.5 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -780860.937500 Penalty: 2841.803223
	Iteration 4F: 3 clusters Score -780860.9 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -781180.250000 Penalty: 2841.803223
	Iteration 5F: 3 clusters Score -781180.2 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -781404.375000 Penalty: 2841.803223
	Iteration 6F: 3 clusters Score -781404.4 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -781564.687500 Penalty: 2841.803223
	Iteration 7Q: 3 clusters Score -781564.7 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -781689.312500 Penalty: 2841.803223
	Iteration 8Q: 3 clusters Score -781689.3 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -781816.187500 Penalty: 2841.803223
	Iteration 9Q: 3 clusters Score -781816.2 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -781927.312500 Penalty: 2841.803223
	Iteration 10Q: 3 clusters Score -781927.3 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -782011.625000 Penalty: 2841.803223
	Iteration 11Q: 3 clusters Score -782011.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -782075.625000 Penalty: 2841.803223
	Iteration 12Q: 3 clusters Score -782075.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -782128.625000 Penalty: 2841.803223
	Iteration 13Q: 3 clusters Score -782128.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -782165.437500 Penalty: 2841.803223
	Iteration 14Q: 3 clusters Score -782165.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -782202.625000 Penalty: 2841.803223
	Iteration 15Q: 3 clusters Score -782202.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -782248.812500 Penalty: 2841.803223
	Iteration 16Q: 3 clusters Score -782248.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -782287.000000 Penalty: 2841.803223
	Iteration 17Q: 3 clusters Score -782287 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -782323.500000 Penalty: 2841.803223
	Iteration 18Q: 3 clusters Score -782323.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -782372.437500 Penalty: 2841.803223
	Iteration 19Q: 3 clusters Score -782372.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -782422.562500 Penalty: 2841.803223
	Iteration 20F: 3 clusters Score -782422.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -782456.375000 Penalty: 2841.803223
	Iteration 21Q: 3 clusters Score -782456.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -782484.312500 Penalty: 2841.803223
	Iteration 22Q: 3 clusters Score -782484.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -782510.625000 Penalty: 2841.803223
	Iteration 23Q: 3 clusters Score -782510.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -782539.312500 Penalty: 2841.803223
	Iteration 24Q: 3 clusters Score -782539.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -782569.562500 Penalty: 2841.803223
	Iteration 25Q: 3 clusters Score -782569.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -782595.500000 Penalty: 2841.803223
	Iteration 26Q: 3 clusters Score -782595.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -782614.187500 Penalty: 2841.803223
	Iteration 27Q: 3 clusters Score -782614.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -782631.125000 Penalty: 2841.803223
	Iteration 28Q: 3 clusters Score -782631.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -782654.250000 Penalty: 2841.803223
	Iteration 29Q: 3 clusters Score -782654.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -782672.875000 Penalty: 2841.803223
	Iteration 30Q: 3 clusters Score -782672.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -782690.250000 Penalty: 2841.803223
	Iteration 31Q: 3 clusters Score -782690.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -782700.187500 Penalty: 2841.803223
	Iteration 32Q: 3 clusters Score -782700.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -782707.750000 Penalty: 2841.803223
	Iteration 33Q: 3 clusters Score -782707.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -782711.562500 Penalty: 2841.803223
	Iteration 34Q: 3 clusters Score -782711.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -782715.187500 Penalty: 2841.803223
	Iteration 35Q: 3 clusters Score -782715.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -782718.937500 Penalty: 2841.803223
	Iteration 36Q: 3 clusters Score -782718.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -782722.125000 Penalty: 2841.803223
	Iteration 37Q: 3 clusters Score -782722.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -782724.750000 Penalty: 2841.803223
	Iteration 38Q: 3 clusters Score -782724.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -782724.125000 Penalty: 2841.803223
	Iteration 39Q: 3 clusters Score -782724.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -782724.625000 Penalty: 2841.803223
	Iteration 40F: 3 clusters Score -782724.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -782725.000000 Penalty: 2841.803223
	Iteration 41Q: 3 clusters Score -782725 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -782726.750000 Penalty: 2841.803223
	Iteration 42Q: 3 clusters Score -782726.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -782727.500000 Penalty: 2841.803223
	Iteration 43Q: 3 clusters Score -782727.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -782727.875000 Penalty: 2841.803223
	Iteration 44Q: 3 clusters Score -782727.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -782727.875000 Penalty: 2841.803223
	Iteration 45F: 3 clusters Score -782727.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (2847 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Entering Unmasked Estep 
Score: -342214.812500 Penalty: 1292.528442
	Iteration 0F: 2 clusters Score -342214.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -339603.156250 Penalty: 2585.056885
	Iteration 0F: 3 clusters Score -339603.2 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -340282.406250 Penalty: 2585.056885
	Iteration 1F: 3 clusters Score -340282.4 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -340474.812500 Penalty: 2585.056885
	Iteration 2F: 3 clusters Score -340474.8 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -340610.062500 Penalty: 2585.056885
	Iteration 3F: 3 clusters Score -340610.1 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -340693.375000 Penalty: 2585.056885
	Iteration 4Q: 3 clusters Score -340693.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -340762.468750 Penalty: 2585.056885
	Iteration 5Q: 3 clusters Score -340762.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -340812.562500 Penalty: 2585.056885
	Iteration 6Q: 3 clusters Score -340812.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -340844.500000 Penalty: 2585.056885
	Iteration 7Q: 3 clusters Score -340844.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -340869.875000 Penalty: 2585.056885
	Iteration 8Q: 3 clusters Score -340869.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -340887.906250 Penalty: 2585.056885
	Iteration 9Q: 3 clusters Score -340887.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -340905.437500 Penalty: 2585.056885
	Iteration 10Q: 3 clusters Score -340905.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -340920.093750 Penalty: 2585.056885
	Iteration 11Q: 3 clusters Score -340920.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -340931.250000 Penalty: 2585.056885
	Iteration 12Q: 3 clusters Score -340931.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -340941.250000 Penalty: 2585.056885
	Iteration 13Q: 3 clusters Score -340941.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -340954.687500 Penalty: 2585.056885
	Iteration 14Q: 3 clusters Score -340954.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -340964.062500 Penalty: 2585.056885
	Iteration 15Q: 3 clusters Score -340964.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -340972.187500 Penalty: 2585.056885
	Iteration 16Q: 3 clusters Score -340972.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -340981.125000 Penalty: 2585.056885
	Iteration 17Q: 3 clusters Score -340981.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -340990.906250 Penalty: 2585.056885
	Iteration 18Q: 3 clusters Score -340990.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -341000.031250 Penalty: 2585.056885
	Iteration 19Q: 3 clusters Score -341000 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -341006.312500 Penalty: 2585.056885
	Iteration 20F: 3 clusters Score -341006.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -341014.250000 Penalty: 2585.056885
	Iteration 21Q: 3 clusters Score -341014.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -341024.625000 Penalty: 2585.056885
	Iteration 22Q: 3 clusters Score -341024.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -341038.718750 Penalty: 2585.056885
	Iteration 23Q: 3 clusters Score -341038.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -341056.125000 Penalty: 2585.056885
	Iteration 24Q: 3 clusters Score -341056.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -341071.156250 Penalty: 2585.056885
	Iteration 25Q: 3 clusters Score -341071.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -341081.000000 Penalty: 2585.056885
	Iteration 26Q: 3 clusters Score -341081 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -341095.375000 Penalty: 2585.056885
	Iteration 27Q: 3 clusters Score -341095.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -341108.500000 Penalty: 2585.056885
	Iteration 28Q: 3 clusters Score -341108.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -341116.656250 Penalty: 2585.056885
	Iteration 29Q: 3 clusters Score -341116.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -341123.531250 Penalty: 2585.056885
	Iteration 30Q: 3 clusters Score -341123.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -341127.843750 Penalty: 2585.056885
	Iteration 31Q: 3 clusters Score -341127.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -341131.718750 Penalty: 2585.056885
	Iteration 32Q: 3 clusters Score -341131.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -341134.843750 Penalty: 2585.056885
	Iteration 33Q: 3 clusters Score -341134.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -341136.718750 Penalty: 2585.056885
	Iteration 34Q: 3 clusters Score -341136.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -341136.718750 Penalty: 2585.056885
	Iteration 35F: 3 clusters Score -341136.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (3258 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Entering Unmasked Estep 
Score: -408816.562500 Penalty: 1314.441284
	Iteration 0F: 2 clusters Score -408816.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -405966.625000 Penalty: 2628.882568
	Iteration 0F: 3 clusters Score -405966.6 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -406678.781250 Penalty: 2628.882568
	Iteration 1F: 3 clusters Score -406678.8 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -406841.437500 Penalty: 2628.882568
	Iteration 2F: 3 clusters Score -406841.4 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -406942.312500 Penalty: 2628.882568
	Iteration 3F: 3 clusters Score -406942.3 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -407024.656250 Penalty: 2628.882568
	Iteration 4Q: 3 clusters Score -407024.7 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -407102.656250 Penalty: 2628.882568
	Iteration 5Q: 3 clusters Score -407102.7 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -407194.750000 Penalty: 2628.882568
	Iteration 6Q: 3 clusters Score -407194.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -407262.593750 Penalty: 2628.882568
	Iteration 7Q: 3 clusters Score -407262.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -407327.281250 Penalty: 2628.882568
	Iteration 8Q: 3 clusters Score -407327.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -407388.968750 Penalty: 2628.882568
	Iteration 9Q: 3 clusters Score -407389 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -407447.718750 Penalty: 2628.882568
	Iteration 10Q: 3 clusters Score -407447.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -407514.187500 Penalty: 2628.882568
	Iteration 11Q: 3 clusters Score -407514.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -407564.250000 Penalty: 2628.882568
	Iteration 12Q: 3 clusters Score -407564.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -407597.031250 Penalty: 2628.882568
	Iteration 13Q: 3 clusters Score -407597 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -407626.562500 Penalty: 2628.882568
	Iteration 14Q: 3 clusters Score -407626.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -407646.468750 Penalty: 2628.882568
	Iteration 15Q: 3 clusters Score -407646.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -407663.625000 Penalty: 2628.882568
	Iteration 16Q: 3 clusters Score -407663.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -407675.375000 Penalty: 2628.882568
	Iteration 17Q: 3 clusters Score -407675.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -407681.625000 Penalty: 2628.882568
	Iteration 18Q: 3 clusters Score -407681.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -407685.218750 Penalty: 2628.882568
	Iteration 19Q: 3 clusters Score -407685.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -407691.593750 Penalty: 2628.882568
	Iteration 20F: 3 clusters Score -407691.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -407697.093750 Penalty: 2628.882568
	Iteration 21Q: 3 clusters Score -407697.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -407700.625000 Penalty: 2628.882568
	Iteration 22Q: 3 clusters Score -407700.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -407705.781250 Penalty: 2628.882568
	Iteration 23Q: 3 clusters Score -407705.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -407710.375000 Penalty: 2628.882568
	Iteration 24Q: 3 clusters Score -407710.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -407718.750000 Penalty: 2628.882568
	Iteration 25Q: 3 clusters Score -407718.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -407723.937500 Penalty: 2628.882568
	Iteration 26Q: 3 clusters Score -407723.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -407729.656250 Penalty: 2628.882568
	Iteration 27Q: 3 clusters Score -407729.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -407735.968750 Penalty: 2628.882568
	Iteration 28Q: 3 clusters Score -407736 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -407738.343750 Penalty: 2628.882568
	Iteration 29Q: 3 clusters Score -407738.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -407739.968750 Penalty: 2628.882568
	Iteration 30Q: 3 clusters Score -407740 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -407740.750000 Penalty: 2628.882568
	Iteration 31Q: 3 clusters Score -407740.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -407740.750000 Penalty: 2628.882568
	Iteration 32F: 3 clusters Score -407740.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (33096 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33096 members 
Entering Unmasked Estep 
Score: -4287107.000000 Penalty: 1691.164673
	Iteration 0F: 2 clusters Score -4287107 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16501 members 
Mstep: Class 2 contains 16595 members 
Entering Unmasked Estep 
Score: -4264840.000000 Penalty: 3382.329346
	Iteration 0F: 3 clusters Score -4264840 nChanged 15278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15751 members 
Mstep: Class 2 contains 17345 members 
Entering Unmasked Estep 
Score: -4273290.500000 Penalty: 3382.329346
	Iteration 1F: 3 clusters Score -4273290 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15145 members 
Mstep: Class 2 contains 17951 members 
Entering Unmasked Estep 
Score: -4273737.000000 Penalty: 3382.329346
	Iteration 2Q: 3 clusters Score -4273737 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14336 members 
Mstep: Class 2 contains 18760 members 
Entering Unmasked Estep 
Score: -4274195.000000 Penalty: 3382.329346
	Iteration 3Q: 3 clusters Score -4274195 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13234 members 
Mstep: Class 2 contains 19862 members 
Entering Unmasked Estep 
Score: -4274797.500000 Penalty: 3382.329346
	Iteration 4Q: 3 clusters Score -4274798 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11684 members 
Mstep: Class 2 contains 21412 members 
Entering Unmasked Estep 
Score: -4275686.500000 Penalty: 3382.329346
	Iteration 5F: 3 clusters Score -4275686 nChanged 2050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9718 members 
Mstep: Class 2 contains 23378 members 
Entering Unmasked Estep 
Score: -4276961.000000 Penalty: 3382.329346
	Iteration 6F: 3 clusters Score -4276961 nChanged 2435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7307 members 
Mstep: Class 2 contains 25789 members 
Entering Unmasked Estep 
Score: -4278798.500000 Penalty: 3382.329346
	Iteration 7F: 3 clusters Score -4278798 nChanged 2558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 28333 members 
Entering Unmasked Estep 
Score: -4281091.000000 Penalty: 3382.329346
	Iteration 8F: 3 clusters Score -4281091 nChanged 2213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 30544 members 
Entering Unmasked Estep 
Score: -4283248.000000 Penalty: 3382.329346
	Iteration 9F: 3 clusters Score -4283248 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 31970 members 
Entering Unmasked Estep 
Score: -4284674.000000 Penalty: 3382.329346
	Iteration 10Q: 3 clusters Score -4284674 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 32596 members 
Entering Unmasked Estep 
Score: -4285278.000000 Penalty: 3382.329346
	Iteration 11Q: 3 clusters Score -4285278 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 32787 members 
Entering Unmasked Estep 
Score: -4285497.000000 Penalty: 3382.329346
	Iteration 12Q: 3 clusters Score -4285497 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 32842 members 
Entering Unmasked Estep 
Score: -4285573.000000 Penalty: 3382.329346
	Iteration 13Q: 3 clusters Score -4285573 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 32863 members 
Entering Unmasked Estep 
Score: -4285616.500000 Penalty: 3382.329346
	Iteration 14Q: 3 clusters Score -4285616 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 32876 members 
Entering Unmasked Estep 
Score: -4285638.000000 Penalty: 3382.329346
	Iteration 15Q: 3 clusters Score -4285638 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 32882 members 
Entering Unmasked Estep 
Score: -4285656.000000 Penalty: 3382.329346
	Iteration 16Q: 3 clusters Score -4285656 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 32885 members 
Entering Unmasked Estep 
Score: -4285661.000000 Penalty: 3382.329346
	Iteration 17Q: 3 clusters Score -4285661 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 32886 members 
Entering Unmasked Estep 
Score: -4285664.000000 Penalty: 3382.329346
	Iteration 18Q: 3 clusters Score -4285664 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 32887 members 
Entering Unmasked Estep 
Score: -4285670.500000 Penalty: 3382.329346
	Iteration 19Q: 3 clusters Score -4285670 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 32890 members 
Entering Unmasked Estep 
Score: -4285675.000000 Penalty: 3382.329346
	Iteration 20F: 3 clusters Score -4285675 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 32893 members 
Entering Unmasked Estep 
Score: -4285678.500000 Penalty: 3382.329346
	Iteration 21Q: 3 clusters Score -4285678 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 32894 members 
Entering Unmasked Estep 
Score: -4285680.500000 Penalty: 3382.329346
	Iteration 22Q: 3 clusters Score -4285680 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 32895 members 
Entering Unmasked Estep 
Score: -4285677.500000 Penalty: 3382.329346
	Iteration 23Q: 3 clusters Score -4285678 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 32895 members 
Entering Unmasked Estep 
Score: -4285677.500000 Penalty: 3382.329346
	Iteration 24F: 3 clusters Score -4285678 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (36523 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36523 members 
Entering Unmasked Estep 
Score: -4600773.000000 Penalty: 1707.175781
	Iteration 0F: 2 clusters Score -4600773 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18210 members 
Mstep: Class 2 contains 18313 members 
Entering Unmasked Estep 
Score: -4576254.500000 Penalty: 3414.351562
	Iteration 0F: 3 clusters Score -4576254 nChanged 16963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17805 members 
Mstep: Class 2 contains 18718 members 
Entering Unmasked Estep 
Score: -4585906.500000 Penalty: 3414.351562
	Iteration 1F: 3 clusters Score -4585906 nChanged 1825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17606 members 
Mstep: Class 2 contains 18917 members 
Entering Unmasked Estep 
Score: -4586777.000000 Penalty: 3414.351562
	Iteration 2Q: 3 clusters Score -4586777 nChanged 2031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17365 members 
Mstep: Class 2 contains 19158 members 
Entering Unmasked Estep 
Score: -4587795.500000 Penalty: 3414.351562
	Iteration 3F: 3 clusters Score -4587796 nChanged 2160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16951 members 
Mstep: Class 2 contains 19572 members 
Entering Unmasked Estep 
Score: -4589020.000000 Penalty: 3414.351562
	Iteration 4F: 3 clusters Score -4589020 nChanged 2317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16386 members 
Mstep: Class 2 contains 20137 members 
Entering Unmasked Estep 
Score: -4590668.000000 Penalty: 3414.351562
	Iteration 5F: 3 clusters Score -4590668 nChanged 2524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15644 members 
Mstep: Class 2 contains 20879 members 
Entering Unmasked Estep 
Score: -4592771.000000 Penalty: 3414.351562
	Iteration 6F: 3 clusters Score -4592771 nChanged 2480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14940 members 
Mstep: Class 2 contains 21583 members 
Entering Unmasked Estep 
Score: -4594831.000000 Penalty: 3414.351562
	Iteration 7F: 3 clusters Score -4594831 nChanged 2082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14402 members 
Mstep: Class 2 contains 22121 members 
Entering Unmasked Estep 
Score: -4596184.000000 Penalty: 3414.351562
	Iteration 8F: 3 clusters Score -4596184 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13986 members 
Mstep: Class 2 contains 22537 members 
Entering Unmasked Estep 
Score: -4596945.000000 Penalty: 3414.351562
	Iteration 9Q: 3 clusters Score -4596945 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13685 members 
Mstep: Class 2 contains 22838 members 
Entering Unmasked Estep 
Score: -4597322.500000 Penalty: 3414.351562
	Iteration 10Q: 3 clusters Score -4597322 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13421 members 
Mstep: Class 2 contains 23102 members 
Entering Unmasked Estep 
Score: -4597558.500000 Penalty: 3414.351562
	Iteration 11Q: 3 clusters Score -4597558 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13215 members 
Mstep: Class 2 contains 23308 members 
Entering Unmasked Estep 
Score: -4597702.000000 Penalty: 3414.351562
	Iteration 12Q: 3 clusters Score -4597702 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13049 members 
Mstep: Class 2 contains 23474 members 
Entering Unmasked Estep 
Score: -4597815.000000 Penalty: 3414.351562
	Iteration 13Q: 3 clusters Score -4597815 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12882 members 
Mstep: Class 2 contains 23641 members 
Entering Unmasked Estep 
Score: -4597923.500000 Penalty: 3414.351562
	Iteration 14Q: 3 clusters Score -4597924 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12722 members 
Mstep: Class 2 contains 23801 members 
Entering Unmasked Estep 
Score: -4597993.500000 Penalty: 3414.351562
	Iteration 15Q: 3 clusters Score -4597994 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12586 members 
Mstep: Class 2 contains 23937 members 
Entering Unmasked Estep 
Score: -4598028.500000 Penalty: 3414.351562
	Iteration 16Q: 3 clusters Score -4598028 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12475 members 
Mstep: Class 2 contains 24048 members 
Entering Unmasked Estep 
Score: -4598084.000000 Penalty: 3414.351562
	Iteration 17Q: 3 clusters Score -4598084 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12372 members 
Mstep: Class 2 contains 24151 members 
Entering Unmasked Estep 
Score: -4598109.000000 Penalty: 3414.351562
	Iteration 18Q: 3 clusters Score -4598109 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12282 members 
Mstep: Class 2 contains 24241 members 
Entering Unmasked Estep 
Score: -4598146.500000 Penalty: 3414.351562
	Iteration 19Q: 3 clusters Score -4598146 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12217 members 
Mstep: Class 2 contains 24306 members 
Entering Unmasked Estep 
Score: -4598183.000000 Penalty: 3414.351562
	Iteration 20F: 3 clusters Score -4598183 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12146 members 
Mstep: Class 2 contains 24377 members 
Entering Unmasked Estep 
Score: -4598236.500000 Penalty: 3414.351562
	Iteration 21Q: 3 clusters Score -4598236 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12095 members 
Mstep: Class 2 contains 24428 members 
Entering Unmasked Estep 
Score: -4598301.000000 Penalty: 3414.351562
	Iteration 22Q: 3 clusters Score -4598301 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12072 members 
Mstep: Class 2 contains 24451 members 
Entering Unmasked Estep 
Score: -4598347.000000 Penalty: 3414.351562
	Iteration 23Q: 3 clusters Score -4598347 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12078 members 
Mstep: Class 2 contains 24445 members 
Entering Unmasked Estep 
Score: -4598413.000000 Penalty: 3414.351562
	Iteration 24Q: 3 clusters Score -4598413 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12092 members 
Mstep: Class 2 contains 24431 members 
Entering Unmasked Estep 
Score: -4598479.000000 Penalty: 3414.351562
	Iteration 25Q: 3 clusters Score -4598479 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12137 members 
Mstep: Class 2 contains 24386 members 
Entering Unmasked Estep 
Score: -4598593.500000 Penalty: 3414.351562
	Iteration 26Q: 3 clusters Score -4598594 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12210 members 
Mstep: Class 2 contains 24313 members 
Entering Unmasked Estep 
Score: -4598709.000000 Penalty: 3414.351562
	Iteration 27Q: 3 clusters Score -4598709 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12286 members 
Mstep: Class 2 contains 24237 members 
Entering Unmasked Estep 
Score: -4598824.000000 Penalty: 3414.351562
	Iteration 28Q: 3 clusters Score -4598824 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12334 members 
Mstep: Class 2 contains 24189 members 
Entering Unmasked Estep 
Score: -4598934.500000 Penalty: 3414.351562
	Iteration 29Q: 3 clusters Score -4598934 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12401 members 
Mstep: Class 2 contains 24122 members 
Entering Unmasked Estep 
Score: -4599064.500000 Penalty: 3414.351562
	Iteration 30Q: 3 clusters Score -4599064 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12447 members 
Mstep: Class 2 contains 24076 members 
Entering Unmasked Estep 
Score: -4599211.500000 Penalty: 3414.351562
	Iteration 31Q: 3 clusters Score -4599212 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12463 members 
Mstep: Class 2 contains 24060 members 
Entering Unmasked Estep 
Score: -4599347.500000 Penalty: 3414.351562
	Iteration 32Q: 3 clusters Score -4599348 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12441 members 
Mstep: Class 2 contains 24082 members 
Entering Unmasked Estep 
Score: -4599487.500000 Penalty: 3414.351562
	Iteration 33Q: 3 clusters Score -4599488 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12368 members 
Mstep: Class 2 contains 24155 members 
Entering Unmasked Estep 
Score: -4599637.000000 Penalty: 3414.351562
	Iteration 34Q: 3 clusters Score -4599637 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12288 members 
Mstep: Class 2 contains 24235 members 
Entering Unmasked Estep 
Score: -4599768.500000 Penalty: 3414.351562
	Iteration 35Q: 3 clusters Score -4599768 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12172 members 
Mstep: Class 2 contains 24351 members 
Entering Unmasked Estep 
Score: -4599997.500000 Penalty: 3414.351562
	Iteration 36Q: 3 clusters Score -4599998 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12027 members 
Mstep: Class 2 contains 24496 members 
Entering Unmasked Estep 
Score: -4600231.000000 Penalty: 3414.351562
	Iteration 37Q: 3 clusters Score -4600231 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11898 members 
Mstep: Class 2 contains 24625 members 
Entering Unmasked Estep 
Score: -4600478.500000 Penalty: 3414.351562
	Iteration 38Q: 3 clusters Score -4600478 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11823 members 
Mstep: Class 2 contains 24700 members 
Entering Unmasked Estep 
Score: -4600664.000000 Penalty: 3414.351562
	Iteration 39Q: 3 clusters Score -4600664 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11779 members 
Mstep: Class 2 contains 24744 members 
Entering Unmasked Estep 
Score: -4600788.500000 Penalty: 3414.351562
	Iteration 40F: 3 clusters Score -4600788 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11786 members 
Mstep: Class 2 contains 24737 members 
Entering Unmasked Estep 
Score: -4600894.500000 Penalty: 3414.351562
	Iteration 41Q: 3 clusters Score -4600894 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11847 members 
Mstep: Class 2 contains 24676 members 
Entering Unmasked Estep 
Score: -4600965.000000 Penalty: 3414.351562
	Iteration 42Q: 3 clusters Score -4600965 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11975 members 
Mstep: Class 2 contains 24548 members 
Entering Unmasked Estep 
Score: -4601037.500000 Penalty: 3414.351562
	Iteration 43Q: 3 clusters Score -4601038 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12108 members 
Mstep: Class 2 contains 24415 members 
Entering Unmasked Estep 
Score: -4601079.000000 Penalty: 3414.351562
	Iteration 44Q: 3 clusters Score -4601079 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12254 members 
Mstep: Class 2 contains 24269 members 
Entering Unmasked Estep 
Score: -4601126.500000 Penalty: 3414.351562
	Iteration 45Q: 3 clusters Score -4601126 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12440 members 
Mstep: Class 2 contains 24083 members 
Entering Unmasked Estep 
Score: -4601214.500000 Penalty: 3414.351562
	Iteration 46Q: 3 clusters Score -4601214 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12612 members 
Mstep: Class 2 contains 23911 members 
Entering Unmasked Estep 
Score: -4601273.500000 Penalty: 3414.351562
	Iteration 47Q: 3 clusters Score -4601274 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12767 members 
Mstep: Class 2 contains 23756 members 
Entering Unmasked Estep 
Score: -4601302.000000 Penalty: 3414.351562
	Iteration 48Q: 3 clusters Score -4601302 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12916 members 
Mstep: Class 2 contains 23607 members 
Entering Unmasked Estep 
Score: -4601322.500000 Penalty: 3414.351562
	Iteration 49Q: 3 clusters Score -4601322 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13044 members 
Mstep: Class 2 contains 23479 members 
Entering Unmasked Estep 
Score: -4601355.500000 Penalty: 3414.351562
	Iteration 50Q: 3 clusters Score -4601356 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13146 members 
Mstep: Class 2 contains 23377 members 
Entering Unmasked Estep 
Score: -4601380.000000 Penalty: 3414.351562
	Iteration 51Q: 3 clusters Score -4601380 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13221 members 
Mstep: Class 2 contains 23302 members 
Entering Unmasked Estep 
Score: -4601388.500000 Penalty: 3414.351562
	Iteration 52Q: 3 clusters Score -4601388 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13282 members 
Mstep: Class 2 contains 23241 members 
Entering Unmasked Estep 
Score: -4601400.000000 Penalty: 3414.351562
	Iteration 53Q: 3 clusters Score -4601400 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13317 members 
Mstep: Class 2 contains 23206 members 
Entering Unmasked Estep 
Score: -4601407.000000 Penalty: 3414.351562
	Iteration 54Q: 3 clusters Score -4601407 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13340 members 
Mstep: Class 2 contains 23183 members 
Entering Unmasked Estep 
Score: -4601405.000000 Penalty: 3414.351562
	Iteration 55Q: 3 clusters Score -4601405 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13361 members 
Mstep: Class 2 contains 23162 members 
Entering Unmasked Estep 
Score: -4601419.500000 Penalty: 3414.351562
	Iteration 56Q: 3 clusters Score -4601420 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13382 members 
Mstep: Class 2 contains 23141 members 
Entering Unmasked Estep 
Score: -4601409.500000 Penalty: 3414.351562
	Iteration 57Q: 3 clusters Score -4601410 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13402 members 
Mstep: Class 2 contains 23121 members 
Entering Unmasked Estep 
Score: -4601415.000000 Penalty: 3414.351562
	Iteration 58Q: 3 clusters Score -4601415 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13415 members 
Mstep: Class 2 contains 23108 members 
Entering Unmasked Estep 
Score: -4601409.500000 Penalty: 3414.351562
	Iteration 59Q: 3 clusters Score -4601410 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13430 members 
Mstep: Class 2 contains 23093 members 
Entering Unmasked Estep 
Score: -4601404.500000 Penalty: 3414.351562
	Iteration 60F: 3 clusters Score -4601404 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13447 members 
Mstep: Class 2 contains 23076 members 
Entering Unmasked Estep 
Score: -4601404.000000 Penalty: 3414.351562
	Iteration 61Q: 3 clusters Score -4601404 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13464 members 
Mstep: Class 2 contains 23059 members 
Entering Unmasked Estep 
Score: -4601416.000000 Penalty: 3414.351562
	Iteration 62Q: 3 clusters Score -4601416 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13481 members 
Mstep: Class 2 contains 23042 members 
Entering Unmasked Estep 
Score: -4601419.500000 Penalty: 3414.351562
	Iteration 63Q: 3 clusters Score -4601420 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13497 members 
Mstep: Class 2 contains 23026 members 
Entering Unmasked Estep 
Score: -4601425.000000 Penalty: 3414.351562
	Iteration 64Q: 3 clusters Score -4601425 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13512 members 
Mstep: Class 2 contains 23011 members 
Entering Unmasked Estep 
Score: -4601418.500000 Penalty: 3414.351562
	Iteration 65Q: 3 clusters Score -4601418 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13526 members 
Mstep: Class 2 contains 22997 members 
Entering Unmasked Estep 
Score: -4601414.000000 Penalty: 3414.351562
	Iteration 66Q: 3 clusters Score -4601414 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13540 members 
Mstep: Class 2 contains 22983 members 
Entering Unmasked Estep 
Score: -4601404.000000 Penalty: 3414.351562
	Iteration 67Q: 3 clusters Score -4601404 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13548 members 
Mstep: Class 2 contains 22975 members 
Entering Unmasked Estep 
Score: -4601407.000000 Penalty: 3414.351562
	Iteration 68Q: 3 clusters Score -4601407 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13554 members 
Mstep: Class 2 contains 22969 members 
Entering Unmasked Estep 
Score: -4601405.500000 Penalty: 3414.351562
	Iteration 69Q: 3 clusters Score -4601406 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13558 members 
Mstep: Class 2 contains 22965 members 
Entering Unmasked Estep 
Score: -4601412.000000 Penalty: 3414.351562
	Iteration 70Q: 3 clusters Score -4601412 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13562 members 
Mstep: Class 2 contains 22961 members 
Entering Unmasked Estep 
Score: -4601410.000000 Penalty: 3414.351562
	Iteration 71Q: 3 clusters Score -4601410 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13564 members 
Mstep: Class 2 contains 22959 members 
Entering Unmasked Estep 
Score: -4601410.500000 Penalty: 3414.351562
	Iteration 72Q: 3 clusters Score -4601410 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13565 members 
Mstep: Class 2 contains 22958 members 
Entering Unmasked Estep 
Score: -4601409.500000 Penalty: 3414.351562
	Iteration 73Q: 3 clusters Score -4601410 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13565 members 
Mstep: Class 2 contains 22958 members 
Entering Unmasked Estep 
Score: -4601409.500000 Penalty: 3414.351562
	Iteration 74F: 3 clusters Score -4601410 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 13535 members 
Mstep: Class 2 contains 27262 members 
Mstep: Class 3 contains 50595 members 
Mstep: Class 4 contains 7976 members 
Mstep: Class 5 contains 4395 members 
Mstep: Class 6 contains 3996 members 
Mstep: Class 7 contains 74541 members 
Mstep: Class 8 contains 16424 members 
Mstep: Class 9 contains 21831 members 
Mstep: Class 10 contains 33606 members 
Mstep: Class 11 contains 44603 members 
Mstep: Class 12 contains 12390 members 
Mstep: Class 13 contains 17315 members 
Mstep: Class 14 contains 17917 members 
Mstep: Class 15 contains 466 members 
Mstep: Class 16 contains 8542 members 
Mstep: Class 17 contains 6273 members 
Mstep: Class 18 contains 2847 members 
Mstep: Class 19 contains 3258 members 
Mstep: Class 20 contains 33096 members 
Mstep: Class 21 contains 13565 members 
Mstep: Class 22 contains 25882 members 
Mstep: Class 23 contains 4867 members 
Mstep: Class 24 contains 33669 members 
Mstep: Class 25 contains 2495 members 
Mstep: Class 26 contains 9787 members 
Mstep: Class 27 contains 4439 members 
Mstep: Class 28 contains 38254 members 
Mstep: Class 29 contains 4547 members 
Mstep: Class 30 contains 1825 members 
Mstep: Class 31 contains 3317 members 
Mstep: Class 32 contains 987 members 
Mstep: Class 33 contains 16677 members 
Mstep: Class 34 contains 3062 members 
Mstep: Class 35 contains 147949 members 
Mstep: Class 36 contains 11545 members 
Mstep: Class 37 contains 1761 members 
Mstep: Class 38 contains 22607 members 
Mstep: Class 39 contains 2538 members 
Mstep: Class 40 contains 22958 members 
Mstep: Class 41 contains 11812 members 
Mstep: Class 42 contains 17563 members 
Mstep: Class 43 contains 12799 members 
Mstep: Class 44 contains 685 members 
Mstep: Class 45 contains 2170 members 
Mstep: Class 46 contains 1946 members 
Entering Unmasked Estep 
Score: -100302912.000000 Penalty: 101793.265625
Splitting cluster 21 changes total score from -100302608.000000 to -100302912.000000
So it's getting split into cluster 40.
Entering ConstructFrom: 
Trying to split cluster 22 (25882 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25882 members 
Entering Unmasked Estep 
Score: -3041908.250000 Penalty: 1651.211670
	Iteration 0F: 2 clusters Score -3041908 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13140 members 
Mstep: Class 2 contains 12742 members 
Entering Unmasked Estep 
Score: -3024363.500000 Penalty: 3302.423340
	Iteration 0F: 3 clusters Score -3024364 nChanged 12029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14457 members 
Mstep: Class 2 contains 11425 members 
Entering Unmasked Estep 
Score: -3031630.500000 Penalty: 3302.423340
	Iteration 1F: 3 clusters Score -3031630 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15183 members 
Mstep: Class 2 contains 10699 members 
Entering Unmasked Estep 
Score: -3032473.500000 Penalty: 3302.423340
	Iteration 2F: 3 clusters Score -3032474 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16089 members 
Mstep: Class 2 contains 9793 members 
Entering Unmasked Estep 
Score: -3033463.750000 Penalty: 3302.423340
	Iteration 3F: 3 clusters Score -3033464 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17106 members 
Mstep: Class 2 contains 8776 members 
Entering Unmasked Estep 
Score: -3034472.000000 Penalty: 3302.423340
	Iteration 4F: 3 clusters Score -3034472 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18210 members 
Mstep: Class 2 contains 7672 members 
Entering Unmasked Estep 
Score: -3035493.750000 Penalty: 3302.423340
	Iteration 5F: 3 clusters Score -3035494 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19340 members 
Mstep: Class 2 contains 6542 members 
Entering Unmasked Estep 
Score: -3036482.750000 Penalty: 3302.423340
	Iteration 6F: 3 clusters Score -3036483 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20475 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -3037404.750000 Penalty: 3302.423340
	Iteration 7F: 3 clusters Score -3037405 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21550 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -3038240.750000 Penalty: 3302.423340
	Iteration 8Q: 3 clusters Score -3038241 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22428 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -3038866.500000 Penalty: 3302.423340
	Iteration 9Q: 3 clusters Score -3038866 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23164 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -3039429.750000 Penalty: 3302.423340
	Iteration 10Q: 3 clusters Score -3039430 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23721 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -3039793.000000 Penalty: 3302.423340
	Iteration 11Q: 3 clusters Score -3039793 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24126 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -3040078.250000 Penalty: 3302.423340
	Iteration 12Q: 3 clusters Score -3040078 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24398 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -3040262.500000 Penalty: 3302.423340
	Iteration 13Q: 3 clusters Score -3040262 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24600 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -3040388.750000 Penalty: 3302.423340
	Iteration 14Q: 3 clusters Score -3040389 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24744 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -3040490.750000 Penalty: 3302.423340
	Iteration 15Q: 3 clusters Score -3040491 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24851 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -3040561.500000 Penalty: 3302.423340
	Iteration 16Q: 3 clusters Score -3040562 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24941 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -3040644.500000 Penalty: 3302.423340
	Iteration 17Q: 3 clusters Score -3040644 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25002 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -3040698.750000 Penalty: 3302.423340
	Iteration 18Q: 3 clusters Score -3040699 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25045 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -3040746.500000 Penalty: 3302.423340
	Iteration 19Q: 3 clusters Score -3040746 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25076 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -3040774.250000 Penalty: 3302.423340
	Iteration 20F: 3 clusters Score -3040774 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25104 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -3040813.500000 Penalty: 3302.423340
	Iteration 21Q: 3 clusters Score -3040814 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25132 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -3040834.500000 Penalty: 3302.423340
	Iteration 22Q: 3 clusters Score -3040834 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25144 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -3040856.750000 Penalty: 3302.423340
	Iteration 23Q: 3 clusters Score -3040857 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25153 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -3040877.500000 Penalty: 3302.423340
	Iteration 24Q: 3 clusters Score -3040878 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25166 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -3040899.250000 Penalty: 3302.423340
	Iteration 25Q: 3 clusters Score -3040899 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25175 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -3040911.000000 Penalty: 3302.423340
	Iteration 26Q: 3 clusters Score -3040911 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25191 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -3040922.750000 Penalty: 3302.423340
	Iteration 27Q: 3 clusters Score -3040923 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25208 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -3040937.250000 Penalty: 3302.423340
	Iteration 28Q: 3 clusters Score -3040937 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25222 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -3040951.500000 Penalty: 3302.423340
	Iteration 29Q: 3 clusters Score -3040952 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25227 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -3040962.250000 Penalty: 3302.423340
	Iteration 30Q: 3 clusters Score -3040962 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25236 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -3040976.250000 Penalty: 3302.423340
	Iteration 31Q: 3 clusters Score -3040976 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25238 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -3040983.250000 Penalty: 3302.423340
	Iteration 32Q: 3 clusters Score -3040983 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25243 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -3040991.000000 Penalty: 3302.423340
	Iteration 33Q: 3 clusters Score -3040991 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25250 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -3040993.250000 Penalty: 3302.423340
	Iteration 34Q: 3 clusters Score -3040993 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25250 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -3040997.000000 Penalty: 3302.423340
	Iteration 35Q: 3 clusters Score -3040997 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25250 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -3040997.500000 Penalty: 3302.423340
	Iteration 36Q: 3 clusters Score -3040998 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25251 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -3040996.750000 Penalty: 3302.423340
	Iteration 37Q: 3 clusters Score -3040997 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25252 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -3040996.500000 Penalty: 3302.423340
	Iteration 38Q: 3 clusters Score -3040996 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25254 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -3040999.750000 Penalty: 3302.423340
	Iteration 39Q: 3 clusters Score -3041000 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25256 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -3041002.500000 Penalty: 3302.423340
	Iteration 40F: 3 clusters Score -3041002 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25257 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -3041001.500000 Penalty: 3302.423340
	Iteration 41Q: 3 clusters Score -3041002 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25257 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -3041002.000000 Penalty: 3302.423340
	Iteration 42Q: 3 clusters Score -3041002 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25257 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -3041002.000000 Penalty: 3302.423340
	Iteration 43F: 3 clusters Score -3041002 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (4867 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Entering Unmasked Estep 
Score: -555896.687500 Penalty: 1379.662964
	Iteration 0F: 2 clusters Score -555896.7 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 2425 members 
Entering Unmasked Estep 
Score: -552024.000000 Penalty: 2759.325928
	Iteration 0F: 3 clusters Score -552024 nChanged 1992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -553366.812500 Penalty: 2759.325928
	Iteration 1F: 3 clusters Score -553366.8 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -553837.812500 Penalty: 2759.325928
	Iteration 2F: 3 clusters Score -553837.8 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -554159.562500 Penalty: 2759.325928
	Iteration 3F: 3 clusters Score -554159.6 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -554388.312500 Penalty: 2759.325928
	Iteration 4F: 3 clusters Score -554388.3 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -554581.375000 Penalty: 2759.325928
	Iteration 5F: 3 clusters Score -554581.4 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -554738.125000 Penalty: 2759.325928
	Iteration 6Q: 3 clusters Score -554738.1 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -554854.062500 Penalty: 2759.325928
	Iteration 7Q: 3 clusters Score -554854.1 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -554926.875000 Penalty: 2759.325928
	Iteration 8Q: 3 clusters Score -554926.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -554986.562500 Penalty: 2759.325928
	Iteration 9Q: 3 clusters Score -554986.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -555043.687500 Penalty: 2759.325928
	Iteration 10Q: 3 clusters Score -555043.7 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -555099.937500 Penalty: 2759.325928
	Iteration 11Q: 3 clusters Score -555099.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -555134.125000 Penalty: 2759.325928
	Iteration 12Q: 3 clusters Score -555134.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -555184.812500 Penalty: 2759.325928
	Iteration 13Q: 3 clusters Score -555184.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -555251.125000 Penalty: 2759.325928
	Iteration 14Q: 3 clusters Score -555251.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -555301.062500 Penalty: 2759.325928
	Iteration 15Q: 3 clusters Score -555301.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -555331.750000 Penalty: 2759.325928
	Iteration 16Q: 3 clusters Score -555331.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -555356.187500 Penalty: 2759.325928
	Iteration 17Q: 3 clusters Score -555356.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -555380.437500 Penalty: 2759.325928
	Iteration 18Q: 3 clusters Score -555380.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -555394.687500 Penalty: 2759.325928
	Iteration 19Q: 3 clusters Score -555394.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -555406.375000 Penalty: 2759.325928
	Iteration 20F: 3 clusters Score -555406.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -555411.000000 Penalty: 2759.325928
	Iteration 21Q: 3 clusters Score -555411 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -555415.875000 Penalty: 2759.325928
	Iteration 22Q: 3 clusters Score -555415.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -555418.687500 Penalty: 2759.325928
	Iteration 23Q: 3 clusters Score -555418.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -555420.125000 Penalty: 2759.325928
	Iteration 24Q: 3 clusters Score -555420.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -555420.062500 Penalty: 2759.325928
	Iteration 25Q: 3 clusters Score -555420.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -555422.500000 Penalty: 2759.325928
	Iteration 26Q: 3 clusters Score -555422.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -555424.562500 Penalty: 2759.325928
	Iteration 27Q: 3 clusters Score -555424.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -555426.625000 Penalty: 2759.325928
	Iteration 28Q: 3 clusters Score -555426.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -555426.625000 Penalty: 2759.325928
	Iteration 29Q: 3 clusters Score -555426.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -555429.687500 Penalty: 2759.325928
	Iteration 30Q: 3 clusters Score -555429.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -555433.000000 Penalty: 2759.325928
	Iteration 31Q: 3 clusters Score -555433 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -555434.812500 Penalty: 2759.325928
	Iteration 32Q: 3 clusters Score -555434.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -555436.500000 Penalty: 2759.325928
	Iteration 33Q: 3 clusters Score -555436.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -555437.687500 Penalty: 2759.325928
	Iteration 34Q: 3 clusters Score -555437.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -555437.250000 Penalty: 2759.325928
	Iteration 35Q: 3 clusters Score -555437.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -555437.125000 Penalty: 2759.325928
	Iteration 36Q: 3 clusters Score -555437.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -555437.125000 Penalty: 2759.325928
	Iteration 37F: 3 clusters Score -555437.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (33669 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33669 members 
Entering Unmasked Estep 
Score: -4251888.000000 Penalty: 1693.954102
	Iteration 0F: 2 clusters Score -4251888 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16932 members 
Mstep: Class 2 contains 16737 members 
Entering Unmasked Estep 
Score: -4229425.500000 Penalty: 3387.908203
	Iteration 0F: 3 clusters Score -4229426 nChanged 15490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17380 members 
Mstep: Class 2 contains 16289 members 
Entering Unmasked Estep 
Score: -4238003.000000 Penalty: 3387.908203
	Iteration 1F: 3 clusters Score -4238003 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17667 members 
Mstep: Class 2 contains 16002 members 
Entering Unmasked Estep 
Score: -4238485.500000 Penalty: 3387.908203
	Iteration 2Q: 3 clusters Score -4238486 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18051 members 
Mstep: Class 2 contains 15618 members 
Entering Unmasked Estep 
Score: -4238958.000000 Penalty: 3387.908203
	Iteration 3Q: 3 clusters Score -4238958 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18584 members 
Mstep: Class 2 contains 15085 members 
Entering Unmasked Estep 
Score: -4239476.000000 Penalty: 3387.908203
	Iteration 4Q: 3 clusters Score -4239476 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19240 members 
Mstep: Class 2 contains 14429 members 
Entering Unmasked Estep 
Score: -4240057.500000 Penalty: 3387.908203
	Iteration 5Q: 3 clusters Score -4240058 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20018 members 
Mstep: Class 2 contains 13651 members 
Entering Unmasked Estep 
Score: -4240757.000000 Penalty: 3387.908203
	Iteration 6Q: 3 clusters Score -4240757 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20974 members 
Mstep: Class 2 contains 12695 members 
Entering Unmasked Estep 
Score: -4241622.000000 Penalty: 3387.908203
	Iteration 7Q: 3 clusters Score -4241622 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22087 members 
Mstep: Class 2 contains 11582 members 
Entering Unmasked Estep 
Score: -4242732.000000 Penalty: 3387.908203
	Iteration 8Q: 3 clusters Score -4242732 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23181 members 
Mstep: Class 2 contains 10488 members 
Entering Unmasked Estep 
Score: -4243956.000000 Penalty: 3387.908203
	Iteration 9F: 3 clusters Score -4243956 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24088 members 
Mstep: Class 2 contains 9581 members 
Entering Unmasked Estep 
Score: -4245115.500000 Penalty: 3387.908203
	Iteration 10Q: 3 clusters Score -4245116 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24780 members 
Mstep: Class 2 contains 8889 members 
Entering Unmasked Estep 
Score: -4246006.500000 Penalty: 3387.908203
	Iteration 11Q: 3 clusters Score -4246006 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25263 members 
Mstep: Class 2 contains 8406 members 
Entering Unmasked Estep 
Score: -4246683.500000 Penalty: 3387.908203
	Iteration 12Q: 3 clusters Score -4246684 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25645 members 
Mstep: Class 2 contains 8024 members 
Entering Unmasked Estep 
Score: -4247155.000000 Penalty: 3387.908203
	Iteration 13Q: 3 clusters Score -4247155 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25959 members 
Mstep: Class 2 contains 7710 members 
Entering Unmasked Estep 
Score: -4247545.000000 Penalty: 3387.908203
	Iteration 14Q: 3 clusters Score -4247545 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26208 members 
Mstep: Class 2 contains 7461 members 
Entering Unmasked Estep 
Score: -4247864.000000 Penalty: 3387.908203
	Iteration 15Q: 3 clusters Score -4247864 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26404 members 
Mstep: Class 2 contains 7265 members 
Entering Unmasked Estep 
Score: -4248080.000000 Penalty: 3387.908203
	Iteration 16Q: 3 clusters Score -4248080 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26583 members 
Mstep: Class 2 contains 7086 members 
Entering Unmasked Estep 
Score: -4248228.500000 Penalty: 3387.908203
	Iteration 17Q: 3 clusters Score -4248228 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26741 members 
Mstep: Class 2 contains 6928 members 
Entering Unmasked Estep 
Score: -4248334.000000 Penalty: 3387.908203
	Iteration 18Q: 3 clusters Score -4248334 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26893 members 
Mstep: Class 2 contains 6776 members 
Entering Unmasked Estep 
Score: -4248437.500000 Penalty: 3387.908203
	Iteration 19Q: 3 clusters Score -4248438 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27007 members 
Mstep: Class 2 contains 6662 members 
Entering Unmasked Estep 
Score: -4248516.500000 Penalty: 3387.908203
	Iteration 20F: 3 clusters Score -4248516 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27109 members 
Mstep: Class 2 contains 6560 members 
Entering Unmasked Estep 
Score: -4248562.500000 Penalty: 3387.908203
	Iteration 21Q: 3 clusters Score -4248562 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27233 members 
Mstep: Class 2 contains 6436 members 
Entering Unmasked Estep 
Score: -4248608.000000 Penalty: 3387.908203
	Iteration 22Q: 3 clusters Score -4248608 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27362 members 
Mstep: Class 2 contains 6307 members 
Entering Unmasked Estep 
Score: -4248662.500000 Penalty: 3387.908203
	Iteration 23Q: 3 clusters Score -4248662 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27478 members 
Mstep: Class 2 contains 6191 members 
Entering Unmasked Estep 
Score: -4248694.000000 Penalty: 3387.908203
	Iteration 24Q: 3 clusters Score -4248694 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27567 members 
Mstep: Class 2 contains 6102 members 
Entering Unmasked Estep 
Score: -4248729.500000 Penalty: 3387.908203
	Iteration 25Q: 3 clusters Score -4248730 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27637 members 
Mstep: Class 2 contains 6032 members 
Entering Unmasked Estep 
Score: -4248753.500000 Penalty: 3387.908203
	Iteration 26Q: 3 clusters Score -4248754 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27691 members 
Mstep: Class 2 contains 5978 members 
Entering Unmasked Estep 
Score: -4248766.500000 Penalty: 3387.908203
	Iteration 27Q: 3 clusters Score -4248766 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27732 members 
Mstep: Class 2 contains 5937 members 
Entering Unmasked Estep 
Score: -4248780.500000 Penalty: 3387.908203
	Iteration 28Q: 3 clusters Score -4248780 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27780 members 
Mstep: Class 2 contains 5889 members 
Entering Unmasked Estep 
Score: -4248796.000000 Penalty: 3387.908203
	Iteration 29Q: 3 clusters Score -4248796 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27831 members 
Mstep: Class 2 contains 5838 members 
Entering Unmasked Estep 
Score: -4248803.500000 Penalty: 3387.908203
	Iteration 30Q: 3 clusters Score -4248804 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27864 members 
Mstep: Class 2 contains 5805 members 
Entering Unmasked Estep 
Score: -4248789.000000 Penalty: 3387.908203
	Iteration 31Q: 3 clusters Score -4248789 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27888 members 
Mstep: Class 2 contains 5781 members 
Entering Unmasked Estep 
Score: -4248805.500000 Penalty: 3387.908203
	Iteration 32Q: 3 clusters Score -4248806 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27921 members 
Mstep: Class 2 contains 5748 members 
Entering Unmasked Estep 
Score: -4248815.000000 Penalty: 3387.908203
	Iteration 33Q: 3 clusters Score -4248815 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27968 members 
Mstep: Class 2 contains 5701 members 
Entering Unmasked Estep 
Score: -4248821.000000 Penalty: 3387.908203
	Iteration 34Q: 3 clusters Score -4248821 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28022 members 
Mstep: Class 2 contains 5647 members 
Entering Unmasked Estep 
Score: -4248820.500000 Penalty: 3387.908203
	Iteration 35Q: 3 clusters Score -4248820 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28074 members 
Mstep: Class 2 contains 5595 members 
Entering Unmasked Estep 
Score: -4248825.500000 Penalty: 3387.908203
	Iteration 36Q: 3 clusters Score -4248826 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28127 members 
Mstep: Class 2 contains 5542 members 
Entering Unmasked Estep 
Score: -4248841.000000 Penalty: 3387.908203
	Iteration 37Q: 3 clusters Score -4248841 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28186 members 
Mstep: Class 2 contains 5483 members 
Entering Unmasked Estep 
Score: -4248845.000000 Penalty: 3387.908203
	Iteration 38Q: 3 clusters Score -4248845 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28230 members 
Mstep: Class 2 contains 5439 members 
Entering Unmasked Estep 
Score: -4248859.000000 Penalty: 3387.908203
	Iteration 39Q: 3 clusters Score -4248859 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28262 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -4248868.500000 Penalty: 3387.908203
	Iteration 40F: 3 clusters Score -4248868 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28298 members 
Mstep: Class 2 contains 5371 members 
Entering Unmasked Estep 
Score: -4248870.500000 Penalty: 3387.908203
	Iteration 41Q: 3 clusters Score -4248870 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28326 members 
Mstep: Class 2 contains 5343 members 
Entering Unmasked Estep 
Score: -4248861.500000 Penalty: 3387.908203
	Iteration 42Q: 3 clusters Score -4248862 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28358 members 
Mstep: Class 2 contains 5311 members 
Entering Unmasked Estep 
Score: -4248872.500000 Penalty: 3387.908203
	Iteration 43Q: 3 clusters Score -4248872 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28397 members 
Mstep: Class 2 contains 5272 members 
Entering Unmasked Estep 
Score: -4248879.000000 Penalty: 3387.908203
	Iteration 44Q: 3 clusters Score -4248879 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28437 members 
Mstep: Class 2 contains 5232 members 
Entering Unmasked Estep 
Score: -4248875.000000 Penalty: 3387.908203
	Iteration 45Q: 3 clusters Score -4248875 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28465 members 
Mstep: Class 2 contains 5204 members 
Entering Unmasked Estep 
Score: -4248888.000000 Penalty: 3387.908203
	Iteration 46Q: 3 clusters Score -4248888 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28493 members 
Mstep: Class 2 contains 5176 members 
Entering Unmasked Estep 
Score: -4248902.000000 Penalty: 3387.908203
	Iteration 47Q: 3 clusters Score -4248902 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28525 members 
Mstep: Class 2 contains 5144 members 
Entering Unmasked Estep 
Score: -4248902.000000 Penalty: 3387.908203
	Iteration 48Q: 3 clusters Score -4248902 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28556 members 
Mstep: Class 2 contains 5113 members 
Entering Unmasked Estep 
Score: -4248900.500000 Penalty: 3387.908203
	Iteration 49Q: 3 clusters Score -4248900 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28587 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -4248899.500000 Penalty: 3387.908203
	Iteration 50Q: 3 clusters Score -4248900 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28631 members 
Mstep: Class 2 contains 5038 members 
Entering Unmasked Estep 
Score: -4248908.000000 Penalty: 3387.908203
	Iteration 51Q: 3 clusters Score -4248908 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28684 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -4248910.500000 Penalty: 3387.908203
	Iteration 52Q: 3 clusters Score -4248910 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28741 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -4248912.500000 Penalty: 3387.908203
	Iteration 53Q: 3 clusters Score -4248912 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28810 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -4248919.500000 Penalty: 3387.908203
	Iteration 54Q: 3 clusters Score -4248920 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28898 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -4248926.000000 Penalty: 3387.908203
	Iteration 55Q: 3 clusters Score -4248926 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29011 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -4248944.000000 Penalty: 3387.908203
	Iteration 56Q: 3 clusters Score -4248944 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29125 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -4248962.000000 Penalty: 3387.908203
	Iteration 57Q: 3 clusters Score -4248962 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29249 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -4248990.000000 Penalty: 3387.908203
	Iteration 58Q: 3 clusters Score -4248990 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29391 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -4249025.000000 Penalty: 3387.908203
	Iteration 59Q: 3 clusters Score -4249025 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29564 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -4249082.500000 Penalty: 3387.908203
	Iteration 60F: 3 clusters Score -4249082 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29760 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -4249158.000000 Penalty: 3387.908203
	Iteration 61Q: 3 clusters Score -4249158 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29972 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -4249236.000000 Penalty: 3387.908203
	Iteration 62Q: 3 clusters Score -4249236 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30214 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -4249328.000000 Penalty: 3387.908203
	Iteration 63Q: 3 clusters Score -4249328 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30469 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -4249416.000000 Penalty: 3387.908203
	Iteration 64Q: 3 clusters Score -4249416 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30724 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -4249526.000000 Penalty: 3387.908203
	Iteration 65Q: 3 clusters Score -4249526 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30983 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -4249634.500000 Penalty: 3387.908203
	Iteration 66Q: 3 clusters Score -4249634 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31233 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -4249753.000000 Penalty: 3387.908203
	Iteration 67Q: 3 clusters Score -4249753 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31488 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -4249886.000000 Penalty: 3387.908203
	Iteration 68Q: 3 clusters Score -4249886 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31719 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -4249999.500000 Penalty: 3387.908203
	Iteration 69Q: 3 clusters Score -4250000 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31917 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -4250097.000000 Penalty: 3387.908203
	Iteration 70Q: 3 clusters Score -4250097 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32100 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -4250180.500000 Penalty: 3387.908203
	Iteration 71Q: 3 clusters Score -4250180 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32235 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -4250267.500000 Penalty: 3387.908203
	Iteration 72Q: 3 clusters Score -4250268 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32347 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -4250328.000000 Penalty: 3387.908203
	Iteration 73Q: 3 clusters Score -4250328 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32457 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -4250378.000000 Penalty: 3387.908203
	Iteration 74Q: 3 clusters Score -4250378 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32530 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -4250409.000000 Penalty: 3387.908203
	Iteration 75Q: 3 clusters Score -4250409 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32587 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -4250435.000000 Penalty: 3387.908203
	Iteration 76Q: 3 clusters Score -4250435 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32635 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -4250459.500000 Penalty: 3387.908203
	Iteration 77Q: 3 clusters Score -4250460 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32677 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -4250483.500000 Penalty: 3387.908203
	Iteration 78Q: 3 clusters Score -4250484 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32713 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -4250504.000000 Penalty: 3387.908203
	Iteration 79Q: 3 clusters Score -4250504 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32742 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -4250520.500000 Penalty: 3387.908203
	Iteration 80F: 3 clusters Score -4250520 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32765 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -4250528.000000 Penalty: 3387.908203
	Iteration 81Q: 3 clusters Score -4250528 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32783 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -4250539.000000 Penalty: 3387.908203
	Iteration 82Q: 3 clusters Score -4250539 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32802 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -4250553.500000 Penalty: 3387.908203
	Iteration 83Q: 3 clusters Score -4250554 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32814 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -4250562.500000 Penalty: 3387.908203
	Iteration 84Q: 3 clusters Score -4250562 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32822 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -4250565.500000 Penalty: 3387.908203
	Iteration 85Q: 3 clusters Score -4250566 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32831 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -4250572.000000 Penalty: 3387.908203
	Iteration 86Q: 3 clusters Score -4250572 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32836 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -4250574.500000 Penalty: 3387.908203
	Iteration 87Q: 3 clusters Score -4250574 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32840 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -4250576.000000 Penalty: 3387.908203
	Iteration 88Q: 3 clusters Score -4250576 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32843 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -4250573.500000 Penalty: 3387.908203
	Iteration 89Q: 3 clusters Score -4250574 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32844 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -4250572.000000 Penalty: 3387.908203
	Iteration 90Q: 3 clusters Score -4250572 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32846 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -4250572.000000 Penalty: 3387.908203
	Iteration 91Q: 3 clusters Score -4250572 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32847 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -4250571.500000 Penalty: 3387.908203
	Iteration 92Q: 3 clusters Score -4250572 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32846 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -4250572.000000 Penalty: 3387.908203
	Iteration 93Q: 3 clusters Score -4250572 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32846 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -4250572.000000 Penalty: 3387.908203
	Iteration 94F: 3 clusters Score -4250572 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (2495 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Entering Unmasked Estep 
Score: -315578.500000 Penalty: 1271.082153
	Iteration 0F: 2 clusters Score -315578.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -313187.968750 Penalty: 2542.164307
	Iteration 0F: 3 clusters Score -313188 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -313698.062500 Penalty: 2542.164307
	Iteration 1F: 3 clusters Score -313698.1 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -313821.937500 Penalty: 2542.164307
	Iteration 2F: 3 clusters Score -313821.9 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -313920.062500 Penalty: 2542.164307
	Iteration 3F: 3 clusters Score -313920.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -314016.781250 Penalty: 2542.164307
	Iteration 4Q: 3 clusters Score -314016.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -314108.468750 Penalty: 2542.164307
	Iteration 5Q: 3 clusters Score -314108.5 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -314215.312500 Penalty: 2542.164307
	Iteration 6Q: 3 clusters Score -314215.3 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -314310.031250 Penalty: 2542.164307
	Iteration 7Q: 3 clusters Score -314310 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -314419.093750 Penalty: 2542.164307
	Iteration 8Q: 3 clusters Score -314419.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -314530.750000 Penalty: 2542.164307
	Iteration 9Q: 3 clusters Score -314530.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -314616.562500 Penalty: 2542.164307
	Iteration 10Q: 3 clusters Score -314616.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -314697.281250 Penalty: 2542.164307
	Iteration 11Q: 3 clusters Score -314697.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -314742.812500 Penalty: 2542.164307
	Iteration 12Q: 3 clusters Score -314742.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -314781.375000 Penalty: 2542.164307
	Iteration 13Q: 3 clusters Score -314781.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -314811.843750 Penalty: 2542.164307
	Iteration 14Q: 3 clusters Score -314811.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -314847.718750 Penalty: 2542.164307
	Iteration 15Q: 3 clusters Score -314847.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -314903.937500 Penalty: 2542.164307
	Iteration 16Q: 3 clusters Score -314903.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -315012.312500 Penalty: 2542.164307
	Iteration 17Q: 3 clusters Score -315012.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -315125.656250 Penalty: 2542.164307
	Iteration 18Q: 3 clusters Score -315125.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -315175.312500 Penalty: 2542.164307
	Iteration 19Q: 3 clusters Score -315175.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -315199.562500 Penalty: 2542.164307
	Iteration 20F: 3 clusters Score -315199.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -315203.375000 Penalty: 2542.164307
	Iteration 21Q: 3 clusters Score -315203.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -315204.031250 Penalty: 2542.164307
	Iteration 22Q: 3 clusters Score -315204 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -315205.250000 Penalty: 2542.164307
	Iteration 23Q: 3 clusters Score -315205.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -315206.625000 Penalty: 2542.164307
	Iteration 24Q: 3 clusters Score -315206.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -315207.750000 Penalty: 2542.164307
	Iteration 25Q: 3 clusters Score -315207.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -315208.500000 Penalty: 2542.164307
	Iteration 26Q: 3 clusters Score -315208.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -315208.500000 Penalty: 2542.164307
	Iteration 27F: 3 clusters Score -315208.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (9787 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9787 members 
Entering Unmasked Estep 
Score: -1233659.375000 Penalty: 1493.181641
	Iteration 0F: 2 clusters Score -1233659 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -1226647.750000 Penalty: 2986.363281
	Iteration 0F: 3 clusters Score -1226648 nChanged 4184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -1228922.875000 Penalty: 2986.363281
	Iteration 1F: 3 clusters Score -1228923 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -1229234.625000 Penalty: 2986.363281
	Iteration 2F: 3 clusters Score -1229235 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -1229483.875000 Penalty: 2986.363281
	Iteration 3F: 3 clusters Score -1229484 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5450 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -1229684.375000 Penalty: 2986.363281
	Iteration 4Q: 3 clusters Score -1229684 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5558 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -1229872.750000 Penalty: 2986.363281
	Iteration 5Q: 3 clusters Score -1229873 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5662 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -1230025.625000 Penalty: 2986.363281
	Iteration 6Q: 3 clusters Score -1230026 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5767 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -1230174.875000 Penalty: 2986.363281
	Iteration 7Q: 3 clusters Score -1230175 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5902 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -1230302.500000 Penalty: 2986.363281
	Iteration 8Q: 3 clusters Score -1230302 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6060 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -1230431.625000 Penalty: 2986.363281
	Iteration 9Q: 3 clusters Score -1230432 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6247 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -1230566.375000 Penalty: 2986.363281
	Iteration 10Q: 3 clusters Score -1230566 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6446 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -1230698.625000 Penalty: 2986.363281
	Iteration 11Q: 3 clusters Score -1230699 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6661 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -1230832.625000 Penalty: 2986.363281
	Iteration 12Q: 3 clusters Score -1230833 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6886 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -1230977.000000 Penalty: 2986.363281
	Iteration 13Q: 3 clusters Score -1230977 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7136 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -1231131.000000 Penalty: 2986.363281
	Iteration 14Q: 3 clusters Score -1231131 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7378 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -1231279.000000 Penalty: 2986.363281
	Iteration 15Q: 3 clusters Score -1231279 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7611 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -1231408.250000 Penalty: 2986.363281
	Iteration 16Q: 3 clusters Score -1231408 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7808 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -1231519.875000 Penalty: 2986.363281
	Iteration 17Q: 3 clusters Score -1231520 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7992 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -1231612.500000 Penalty: 2986.363281
	Iteration 18Q: 3 clusters Score -1231612 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8164 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -1231704.125000 Penalty: 2986.363281
	Iteration 19Q: 3 clusters Score -1231704 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8340 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -1231805.250000 Penalty: 2986.363281
	Iteration 20F: 3 clusters Score -1231805 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8499 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -1231895.500000 Penalty: 2986.363281
	Iteration 21Q: 3 clusters Score -1231896 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8633 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -1231981.750000 Penalty: 2986.363281
	Iteration 22Q: 3 clusters Score -1231982 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8749 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -1232057.125000 Penalty: 2986.363281
	Iteration 23Q: 3 clusters Score -1232057 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8848 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -1232123.375000 Penalty: 2986.363281
	Iteration 24Q: 3 clusters Score -1232123 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8932 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -1232167.875000 Penalty: 2986.363281
	Iteration 25Q: 3 clusters Score -1232168 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9000 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -1232209.000000 Penalty: 2986.363281
	Iteration 26Q: 3 clusters Score -1232209 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9054 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -1232243.750000 Penalty: 2986.363281
	Iteration 27Q: 3 clusters Score -1232244 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9112 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -1232279.875000 Penalty: 2986.363281
	Iteration 28Q: 3 clusters Score -1232280 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9158 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -1232307.250000 Penalty: 2986.363281
	Iteration 29Q: 3 clusters Score -1232307 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9191 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -1232329.500000 Penalty: 2986.363281
	Iteration 30Q: 3 clusters Score -1232330 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9225 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -1232349.375000 Penalty: 2986.363281
	Iteration 31Q: 3 clusters Score -1232349 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9248 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -1232363.250000 Penalty: 2986.363281
	Iteration 32Q: 3 clusters Score -1232363 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9269 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -1232378.250000 Penalty: 2986.363281
	Iteration 33Q: 3 clusters Score -1232378 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9283 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -1232382.250000 Penalty: 2986.363281
	Iteration 34Q: 3 clusters Score -1232382 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9293 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -1232389.000000 Penalty: 2986.363281
	Iteration 35Q: 3 clusters Score -1232389 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9306 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -1232393.125000 Penalty: 2986.363281
	Iteration 36Q: 3 clusters Score -1232393 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9313 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -1232398.750000 Penalty: 2986.363281
	Iteration 37Q: 3 clusters Score -1232399 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9320 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -1232404.750000 Penalty: 2986.363281
	Iteration 38Q: 3 clusters Score -1232405 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9329 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -1232409.250000 Penalty: 2986.363281
	Iteration 39Q: 3 clusters Score -1232409 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9334 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -1232412.000000 Penalty: 2986.363281
	Iteration 40F: 3 clusters Score -1232412 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9339 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -1232414.375000 Penalty: 2986.363281
	Iteration 41Q: 3 clusters Score -1232414 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9344 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -1232419.750000 Penalty: 2986.363281
	Iteration 42Q: 3 clusters Score -1232420 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9351 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -1232424.875000 Penalty: 2986.363281
	Iteration 43Q: 3 clusters Score -1232425 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9356 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -1232426.750000 Penalty: 2986.363281
	Iteration 44Q: 3 clusters Score -1232427 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9360 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -1232431.500000 Penalty: 2986.363281
	Iteration 45Q: 3 clusters Score -1232432 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9365 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -1232434.875000 Penalty: 2986.363281
	Iteration 46Q: 3 clusters Score -1232435 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9369 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -1232439.125000 Penalty: 2986.363281
	Iteration 47Q: 3 clusters Score -1232439 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9371 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -1232440.250000 Penalty: 2986.363281
	Iteration 48Q: 3 clusters Score -1232440 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9375 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -1232443.125000 Penalty: 2986.363281
	Iteration 49Q: 3 clusters Score -1232443 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9378 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -1232445.750000 Penalty: 2986.363281
	Iteration 50Q: 3 clusters Score -1232446 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9381 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -1232445.250000 Penalty: 2986.363281
	Iteration 51Q: 3 clusters Score -1232445 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9383 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -1232448.500000 Penalty: 2986.363281
	Iteration 52Q: 3 clusters Score -1232448 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9385 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -1232447.875000 Penalty: 2986.363281
	Iteration 53Q: 3 clusters Score -1232448 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9388 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -1232450.500000 Penalty: 2986.363281
	Iteration 54Q: 3 clusters Score -1232450 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9390 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -1232450.750000 Penalty: 2986.363281
	Iteration 55Q: 3 clusters Score -1232451 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9393 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -1232454.125000 Penalty: 2986.363281
	Iteration 56Q: 3 clusters Score -1232454 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9395 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -1232456.250000 Penalty: 2986.363281
	Iteration 57Q: 3 clusters Score -1232456 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9397 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -1232457.500000 Penalty: 2986.363281
	Iteration 58Q: 3 clusters Score -1232458 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9398 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -1232457.625000 Penalty: 2986.363281
	Iteration 59Q: 3 clusters Score -1232458 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9398 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -1232457.625000 Penalty: 2986.363281
	Iteration 60F: 3 clusters Score -1232458 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (4439 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Entering Unmasked Estep 
Score: -533495.125000 Penalty: 1364.705078
	Iteration 0F: 2 clusters Score -533495.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -529851.062500 Penalty: 2729.410156
	Iteration 0F: 3 clusters Score -529851.1 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -530838.937500 Penalty: 2729.410156
	Iteration 1F: 3 clusters Score -530838.9 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -531078.937500 Penalty: 2729.410156
	Iteration 2F: 3 clusters Score -531078.9 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -531313.062500 Penalty: 2729.410156
	Iteration 3F: 3 clusters Score -531313.1 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -531573.562500 Penalty: 2729.410156
	Iteration 4F: 3 clusters Score -531573.6 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -531774.437500 Penalty: 2729.410156
	Iteration 5F: 3 clusters Score -531774.4 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -531923.687500 Penalty: 2729.410156
	Iteration 6F: 3 clusters Score -531923.7 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -532053.500000 Penalty: 2729.410156
	Iteration 7Q: 3 clusters Score -532053.5 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -532180.312500 Penalty: 2729.410156
	Iteration 8Q: 3 clusters Score -532180.3 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -532316.187500 Penalty: 2729.410156
	Iteration 9Q: 3 clusters Score -532316.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -532423.937500 Penalty: 2729.410156
	Iteration 10Q: 3 clusters Score -532423.9 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -532526.687500 Penalty: 2729.410156
	Iteration 11Q: 3 clusters Score -532526.7 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -532643.500000 Penalty: 2729.410156
	Iteration 12Q: 3 clusters Score -532643.5 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -532760.187500 Penalty: 2729.410156
	Iteration 13Q: 3 clusters Score -532760.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -532834.375000 Penalty: 2729.410156
	Iteration 14Q: 3 clusters Score -532834.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -532917.812500 Penalty: 2729.410156
	Iteration 15Q: 3 clusters Score -532917.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -533005.875000 Penalty: 2729.410156
	Iteration 16Q: 3 clusters Score -533005.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -533071.000000 Penalty: 2729.410156
	Iteration 17Q: 3 clusters Score -533071 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -533110.687500 Penalty: 2729.410156
	Iteration 18Q: 3 clusters Score -533110.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -533131.750000 Penalty: 2729.410156
	Iteration 19Q: 3 clusters Score -533131.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -533140.250000 Penalty: 2729.410156
	Iteration 20F: 3 clusters Score -533140.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -533150.625000 Penalty: 2729.410156
	Iteration 21Q: 3 clusters Score -533150.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -533153.687500 Penalty: 2729.410156
	Iteration 22Q: 3 clusters Score -533153.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -533156.375000 Penalty: 2729.410156
	Iteration 23Q: 3 clusters Score -533156.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -533158.125000 Penalty: 2729.410156
	Iteration 24Q: 3 clusters Score -533158.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -533159.937500 Penalty: 2729.410156
	Iteration 25Q: 3 clusters Score -533159.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -533160.437500 Penalty: 2729.410156
	Iteration 26Q: 3 clusters Score -533160.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -533160.437500 Penalty: 2729.410156
	Iteration 27F: 3 clusters Score -533160.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (38254 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38254 members 
Entering Unmasked Estep 
Score: -4844898.500000 Penalty: 1714.700684
	Iteration 0F: 2 clusters Score -4844898 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19196 members 
Mstep: Class 2 contains 19058 members 
Entering Unmasked Estep 
Score: -4819348.000000 Penalty: 3429.401367
	Iteration 0F: 3 clusters Score -4819348 nChanged 17689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19953 members 
Mstep: Class 2 contains 18301 members 
Entering Unmasked Estep 
Score: -4829379.000000 Penalty: 3429.401367
	Iteration 1F: 3 clusters Score -4829379 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20355 members 
Mstep: Class 2 contains 17899 members 
Entering Unmasked Estep 
Score: -4829949.500000 Penalty: 3429.401367
	Iteration 2Q: 3 clusters Score -4829950 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20952 members 
Mstep: Class 2 contains 17302 members 
Entering Unmasked Estep 
Score: -4830603.500000 Penalty: 3429.401367
	Iteration 3Q: 3 clusters Score -4830604 nChanged 1825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21749 members 
Mstep: Class 2 contains 16505 members 
Entering Unmasked Estep 
Score: -4831471.000000 Penalty: 3429.401367
	Iteration 4Q: 3 clusters Score -4831471 nChanged 1926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22685 members 
Mstep: Class 2 contains 15569 members 
Entering Unmasked Estep 
Score: -4832509.000000 Penalty: 3429.401367
	Iteration 5F: 3 clusters Score -4832509 nChanged 2035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23800 members 
Mstep: Class 2 contains 14454 members 
Entering Unmasked Estep 
Score: -4833834.500000 Penalty: 3429.401367
	Iteration 6F: 3 clusters Score -4833834 nChanged 2160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24910 members 
Mstep: Class 2 contains 13344 members 
Entering Unmasked Estep 
Score: -4835464.500000 Penalty: 3429.401367
	Iteration 7F: 3 clusters Score -4835464 nChanged 2155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25843 members 
Mstep: Class 2 contains 12411 members 
Entering Unmasked Estep 
Score: -4837204.500000 Penalty: 3429.401367
	Iteration 8F: 3 clusters Score -4837204 nChanged 1959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26502 members 
Mstep: Class 2 contains 11752 members 
Entering Unmasked Estep 
Score: -4838531.000000 Penalty: 3429.401367
	Iteration 9F: 3 clusters Score -4838531 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26927 members 
Mstep: Class 2 contains 11327 members 
Entering Unmasked Estep 
Score: -4839236.500000 Penalty: 3429.401367
	Iteration 10Q: 3 clusters Score -4839236 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27225 members 
Mstep: Class 2 contains 11029 members 
Entering Unmasked Estep 
Score: -4839523.500000 Penalty: 3429.401367
	Iteration 11Q: 3 clusters Score -4839524 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27528 members 
Mstep: Class 2 contains 10726 members 
Entering Unmasked Estep 
Score: -4839690.000000 Penalty: 3429.401367
	Iteration 12Q: 3 clusters Score -4839690 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27786 members 
Mstep: Class 2 contains 10468 members 
Entering Unmasked Estep 
Score: -4839804.000000 Penalty: 3429.401367
	Iteration 13Q: 3 clusters Score -4839804 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28008 members 
Mstep: Class 2 contains 10246 members 
Entering Unmasked Estep 
Score: -4839899.500000 Penalty: 3429.401367
	Iteration 14Q: 3 clusters Score -4839900 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28233 members 
Mstep: Class 2 contains 10021 members 
Entering Unmasked Estep 
Score: -4839980.500000 Penalty: 3429.401367
	Iteration 15Q: 3 clusters Score -4839980 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28468 members 
Mstep: Class 2 contains 9786 members 
Entering Unmasked Estep 
Score: -4840041.500000 Penalty: 3429.401367
	Iteration 16Q: 3 clusters Score -4840042 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28704 members 
Mstep: Class 2 contains 9550 members 
Entering Unmasked Estep 
Score: -4840110.000000 Penalty: 3429.401367
	Iteration 17Q: 3 clusters Score -4840110 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28952 members 
Mstep: Class 2 contains 9302 members 
Entering Unmasked Estep 
Score: -4840179.500000 Penalty: 3429.401367
	Iteration 18Q: 3 clusters Score -4840180 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29185 members 
Mstep: Class 2 contains 9069 members 
Entering Unmasked Estep 
Score: -4840221.500000 Penalty: 3429.401367
	Iteration 19Q: 3 clusters Score -4840222 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29435 members 
Mstep: Class 2 contains 8819 members 
Entering Unmasked Estep 
Score: -4840284.000000 Penalty: 3429.401367
	Iteration 20F: 3 clusters Score -4840284 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29699 members 
Mstep: Class 2 contains 8555 members 
Entering Unmasked Estep 
Score: -4840336.500000 Penalty: 3429.401367
	Iteration 21Q: 3 clusters Score -4840336 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29969 members 
Mstep: Class 2 contains 8285 members 
Entering Unmasked Estep 
Score: -4840399.500000 Penalty: 3429.401367
	Iteration 22Q: 3 clusters Score -4840400 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30273 members 
Mstep: Class 2 contains 7981 members 
Entering Unmasked Estep 
Score: -4840484.000000 Penalty: 3429.401367
	Iteration 23Q: 3 clusters Score -4840484 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30574 members 
Mstep: Class 2 contains 7680 members 
Entering Unmasked Estep 
Score: -4840542.000000 Penalty: 3429.401367
	Iteration 24Q: 3 clusters Score -4840542 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30909 members 
Mstep: Class 2 contains 7345 members 
Entering Unmasked Estep 
Score: -4840632.500000 Penalty: 3429.401367
	Iteration 25Q: 3 clusters Score -4840632 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31250 members 
Mstep: Class 2 contains 7004 members 
Entering Unmasked Estep 
Score: -4840698.000000 Penalty: 3429.401367
	Iteration 26Q: 3 clusters Score -4840698 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31592 members 
Mstep: Class 2 contains 6662 members 
Entering Unmasked Estep 
Score: -4840773.000000 Penalty: 3429.401367
	Iteration 27Q: 3 clusters Score -4840773 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31957 members 
Mstep: Class 2 contains 6297 members 
Entering Unmasked Estep 
Score: -4840876.000000 Penalty: 3429.401367
	Iteration 28Q: 3 clusters Score -4840876 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32340 members 
Mstep: Class 2 contains 5914 members 
Entering Unmasked Estep 
Score: -4840989.500000 Penalty: 3429.401367
	Iteration 29Q: 3 clusters Score -4840990 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32745 members 
Mstep: Class 2 contains 5509 members 
Entering Unmasked Estep 
Score: -4841115.500000 Penalty: 3429.401367
	Iteration 30Q: 3 clusters Score -4841116 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33145 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -4841245.500000 Penalty: 3429.401367
	Iteration 31Q: 3 clusters Score -4841246 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33573 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -4841398.000000 Penalty: 3429.401367
	Iteration 32Q: 3 clusters Score -4841398 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34018 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -4841563.000000 Penalty: 3429.401367
	Iteration 33Q: 3 clusters Score -4841563 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34471 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -4841744.000000 Penalty: 3429.401367
	Iteration 34Q: 3 clusters Score -4841744 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34909 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -4841933.000000 Penalty: 3429.401367
	Iteration 35Q: 3 clusters Score -4841933 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35360 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -4842149.500000 Penalty: 3429.401367
	Iteration 36Q: 3 clusters Score -4842150 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35783 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -4842381.500000 Penalty: 3429.401367
	Iteration 37Q: 3 clusters Score -4842382 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36161 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -4842603.500000 Penalty: 3429.401367
	Iteration 38Q: 3 clusters Score -4842604 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36490 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -4842759.000000 Penalty: 3429.401367
	Iteration 39Q: 3 clusters Score -4842759 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36785 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -4842926.500000 Penalty: 3429.401367
	Iteration 40F: 3 clusters Score -4842926 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37008 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -4843043.000000 Penalty: 3429.401367
	Iteration 41Q: 3 clusters Score -4843043 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37172 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -4843121.500000 Penalty: 3429.401367
	Iteration 42Q: 3 clusters Score -4843122 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37308 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -4843197.000000 Penalty: 3429.401367
	Iteration 43Q: 3 clusters Score -4843197 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37398 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -4843269.000000 Penalty: 3429.401367
	Iteration 44Q: 3 clusters Score -4843269 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37463 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -4843297.500000 Penalty: 3429.401367
	Iteration 45Q: 3 clusters Score -4843298 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37505 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -4843321.000000 Penalty: 3429.401367
	Iteration 46Q: 3 clusters Score -4843321 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37531 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -4843335.000000 Penalty: 3429.401367
	Iteration 47Q: 3 clusters Score -4843335 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37560 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -4843352.000000 Penalty: 3429.401367
	Iteration 48Q: 3 clusters Score -4843352 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37585 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -4843367.500000 Penalty: 3429.401367
	Iteration 49Q: 3 clusters Score -4843368 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37609 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -4843373.000000 Penalty: 3429.401367
	Iteration 50Q: 3 clusters Score -4843373 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37627 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -4843379.500000 Penalty: 3429.401367
	Iteration 51Q: 3 clusters Score -4843380 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37647 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -4843398.500000 Penalty: 3429.401367
	Iteration 52Q: 3 clusters Score -4843398 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37667 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -4843410.000000 Penalty: 3429.401367
	Iteration 53Q: 3 clusters Score -4843410 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37680 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -4843415.000000 Penalty: 3429.401367
	Iteration 54Q: 3 clusters Score -4843415 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37688 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -4843421.500000 Penalty: 3429.401367
	Iteration 55Q: 3 clusters Score -4843422 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37696 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -4843426.000000 Penalty: 3429.401367
	Iteration 56Q: 3 clusters Score -4843426 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37706 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -4843427.000000 Penalty: 3429.401367
	Iteration 57Q: 3 clusters Score -4843427 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37715 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -4843434.000000 Penalty: 3429.401367
	Iteration 58Q: 3 clusters Score -4843434 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37720 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -4843439.000000 Penalty: 3429.401367
	Iteration 59Q: 3 clusters Score -4843439 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37723 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -4843448.000000 Penalty: 3429.401367
	Iteration 60F: 3 clusters Score -4843448 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37730 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -4843453.000000 Penalty: 3429.401367
	Iteration 61Q: 3 clusters Score -4843453 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37736 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -4843459.500000 Penalty: 3429.401367
	Iteration 62Q: 3 clusters Score -4843460 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37739 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -4843461.500000 Penalty: 3429.401367
	Iteration 63Q: 3 clusters Score -4843462 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37741 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -4843465.500000 Penalty: 3429.401367
	Iteration 64Q: 3 clusters Score -4843466 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37744 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -4843469.500000 Penalty: 3429.401367
	Iteration 65Q: 3 clusters Score -4843470 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37746 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -4843474.000000 Penalty: 3429.401367
	Iteration 66Q: 3 clusters Score -4843474 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37747 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -4843471.000000 Penalty: 3429.401367
	Iteration 67Q: 3 clusters Score -4843471 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37750 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -4843472.500000 Penalty: 3429.401367
	Iteration 68Q: 3 clusters Score -4843472 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37751 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -4843470.500000 Penalty: 3429.401367
	Iteration 69Q: 3 clusters Score -4843470 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37751 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -4843470.500000 Penalty: 3429.401367
	Iteration 70F: 3 clusters Score -4843470 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (4547 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Entering Unmasked Estep 
Score: -566378.062500 Penalty: 1368.611206
	Iteration 0F: 2 clusters Score -566378.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -562739.250000 Penalty: 2737.222412
	Iteration 0F: 3 clusters Score -562739.2 nChanged 1825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -563902.937500 Penalty: 2737.222412
	Iteration 1F: 3 clusters Score -563902.9 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -564302.437500 Penalty: 2737.222412
	Iteration 2F: 3 clusters Score -564302.4 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -564659.750000 Penalty: 2737.222412
	Iteration 3F: 3 clusters Score -564659.8 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -564920.875000 Penalty: 2737.222412
	Iteration 4F: 3 clusters Score -564920.9 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -565105.375000 Penalty: 2737.222412
	Iteration 5F: 3 clusters Score -565105.4 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -565262.562500 Penalty: 2737.222412
	Iteration 6Q: 3 clusters Score -565262.6 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -565412.562500 Penalty: 2737.222412
	Iteration 7Q: 3 clusters Score -565412.6 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -565527.937500 Penalty: 2737.222412
	Iteration 8Q: 3 clusters Score -565527.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -565632.437500 Penalty: 2737.222412
	Iteration 9Q: 3 clusters Score -565632.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -565742.937500 Penalty: 2737.222412
	Iteration 10Q: 3 clusters Score -565742.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -565837.750000 Penalty: 2737.222412
	Iteration 11Q: 3 clusters Score -565837.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -565881.812500 Penalty: 2737.222412
	Iteration 12Q: 3 clusters Score -565881.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -565908.750000 Penalty: 2737.222412
	Iteration 13Q: 3 clusters Score -565908.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -565928.187500 Penalty: 2737.222412
	Iteration 14Q: 3 clusters Score -565928.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -565939.125000 Penalty: 2737.222412
	Iteration 15Q: 3 clusters Score -565939.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -565947.000000 Penalty: 2737.222412
	Iteration 16Q: 3 clusters Score -565947 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -565959.750000 Penalty: 2737.222412
	Iteration 17Q: 3 clusters Score -565959.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -565967.812500 Penalty: 2737.222412
	Iteration 18Q: 3 clusters Score -565967.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -565973.500000 Penalty: 2737.222412
	Iteration 19Q: 3 clusters Score -565973.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -565979.750000 Penalty: 2737.222412
	Iteration 20F: 3 clusters Score -565979.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -565982.187500 Penalty: 2737.222412
	Iteration 21Q: 3 clusters Score -565982.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -565982.687500 Penalty: 2737.222412
	Iteration 22Q: 3 clusters Score -565982.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -565982.687500 Penalty: 2737.222412
	Iteration 23F: 3 clusters Score -565982.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (1825 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Entering Unmasked Estep 
Score: -227500.750000 Penalty: 1220.266968
	Iteration 0F: 2 clusters Score -227500.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -225538.562500 Penalty: 2440.533936
	Iteration 0F: 3 clusters Score -225538.6 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -226058.703125 Penalty: 2440.533936
	Iteration 1F: 3 clusters Score -226058.7 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -226226.468750 Penalty: 2440.533936
	Iteration 2F: 3 clusters Score -226226.5 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -226340.531250 Penalty: 2440.533936
	Iteration 3F: 3 clusters Score -226340.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -226422.218750 Penalty: 2440.533936
	Iteration 4Q: 3 clusters Score -226422.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -226481.109375 Penalty: 2440.533936
	Iteration 5Q: 3 clusters Score -226481.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -226516.562500 Penalty: 2440.533936
	Iteration 6Q: 3 clusters Score -226516.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -226541.171875 Penalty: 2440.533936
	Iteration 7Q: 3 clusters Score -226541.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -226560.609375 Penalty: 2440.533936
	Iteration 8Q: 3 clusters Score -226560.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -226586.625000 Penalty: 2440.533936
	Iteration 9Q: 3 clusters Score -226586.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -226608.515625 Penalty: 2440.533936
	Iteration 10Q: 3 clusters Score -226608.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -226636.515625 Penalty: 2440.533936
	Iteration 11Q: 3 clusters Score -226636.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -226663.593750 Penalty: 2440.533936
	Iteration 12Q: 3 clusters Score -226663.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -226690.687500 Penalty: 2440.533936
	Iteration 13Q: 3 clusters Score -226690.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -226718.296875 Penalty: 2440.533936
	Iteration 14Q: 3 clusters Score -226718.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -226754.468750 Penalty: 2440.533936
	Iteration 15Q: 3 clusters Score -226754.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -226811.562500 Penalty: 2440.533936
	Iteration 16Q: 3 clusters Score -226811.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -226842.484375 Penalty: 2440.533936
	Iteration 17Q: 3 clusters Score -226842.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -226866.281250 Penalty: 2440.533936
	Iteration 18Q: 3 clusters Score -226866.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -226873.875000 Penalty: 2440.533936
	Iteration 19Q: 3 clusters Score -226873.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -226879.562500 Penalty: 2440.533936
	Iteration 20F: 3 clusters Score -226879.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -226883.671875 Penalty: 2440.533936
	Iteration 21Q: 3 clusters Score -226883.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -226885.093750 Penalty: 2440.533936
	Iteration 22Q: 3 clusters Score -226885.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -226885.453125 Penalty: 2440.533936
	Iteration 23Q: 3 clusters Score -226885.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -226886.500000 Penalty: 2440.533936
	Iteration 24Q: 3 clusters Score -226886.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -226886.500000 Penalty: 2440.533936
	Iteration 25F: 3 clusters Score -226886.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (3317 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Entering Unmasked Estep 
Score: -391794.187500 Penalty: 1317.357666
	Iteration 0F: 2 clusters Score -391794.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -388898.218750 Penalty: 2634.715332
	Iteration 0F: 3 clusters Score -388898.2 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -389685.343750 Penalty: 2634.715332
	Iteration 1F: 3 clusters Score -389685.3 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -389912.812500 Penalty: 2634.715332
	Iteration 2F: 3 clusters Score -389912.8 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -390072.500000 Penalty: 2634.715332
	Iteration 3F: 3 clusters Score -390072.5 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -390201.656250 Penalty: 2634.715332
	Iteration 4Q: 3 clusters Score -390201.7 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -390347.656250 Penalty: 2634.715332
	Iteration 5Q: 3 clusters Score -390347.7 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -390475.312500 Penalty: 2634.715332
	Iteration 6Q: 3 clusters Score -390475.3 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -390579.562500 Penalty: 2634.715332
	Iteration 7Q: 3 clusters Score -390579.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -390658.843750 Penalty: 2634.715332
	Iteration 8Q: 3 clusters Score -390658.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -390735.656250 Penalty: 2634.715332
	Iteration 9Q: 3 clusters Score -390735.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -390810.750000 Penalty: 2634.715332
	Iteration 10Q: 3 clusters Score -390810.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -390900.531250 Penalty: 2634.715332
	Iteration 11Q: 3 clusters Score -390900.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -391005.718750 Penalty: 2634.715332
	Iteration 12Q: 3 clusters Score -391005.7 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -391182.687500 Penalty: 2634.715332
	Iteration 13Q: 3 clusters Score -391182.7 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -391467.218750 Penalty: 2634.715332
	Iteration 14Q: 3 clusters Score -391467.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -391695.125000 Penalty: 2634.715332
	Iteration 15Q: 3 clusters Score -391695.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -391795.187500 Penalty: 2634.715332
	Iteration 16Q: 3 clusters Score -391795.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -391864.156250 Penalty: 2634.715332
	Iteration 17Q: 3 clusters Score -391864.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -391892.937500 Penalty: 2634.715332
	Iteration 18Q: 3 clusters Score -391892.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -391922.093750 Penalty: 2634.715332
	Iteration 19Q: 3 clusters Score -391922.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -391937.031250 Penalty: 2634.715332
	Iteration 20F: 3 clusters Score -391937 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -391937.812500 Penalty: 2634.715332
	Iteration 21Q: 3 clusters Score -391937.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -391941.218750 Penalty: 2634.715332
	Iteration 22Q: 3 clusters Score -391941.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -391945.687500 Penalty: 2634.715332
	Iteration 23Q: 3 clusters Score -391945.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -391946.125000 Penalty: 2634.715332
	Iteration 24Q: 3 clusters Score -391946.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -391946.468750 Penalty: 2634.715332
	Iteration 25Q: 3 clusters Score -391946.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -391946.468750 Penalty: 2634.715332
	Iteration 26F: 3 clusters Score -391946.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 13535 members 
Mstep: Class 2 contains 27262 members 
Mstep: Class 3 contains 50595 members 
Mstep: Class 4 contains 7976 members 
Mstep: Class 5 contains 4395 members 
Mstep: Class 6 contains 3996 members 
Mstep: Class 7 contains 74541 members 
Mstep: Class 8 contains 16424 members 
Mstep: Class 9 contains 21831 members 
Mstep: Class 10 contains 33606 members 
Mstep: Class 11 contains 44603 members 
Mstep: Class 12 contains 12390 members 
Mstep: Class 13 contains 17315 members 
Mstep: Class 14 contains 17917 members 
Mstep: Class 15 contains 466 members 
Mstep: Class 16 contains 8542 members 
Mstep: Class 17 contains 6273 members 
Mstep: Class 18 contains 2847 members 
Mstep: Class 19 contains 3258 members 
Mstep: Class 20 contains 33096 members 
Mstep: Class 21 contains 13565 members 
Mstep: Class 22 contains 25882 members 
Mstep: Class 23 contains 4867 members 
Mstep: Class 24 contains 33669 members 
Mstep: Class 25 contains 2495 members 
Mstep: Class 26 contains 9787 members 
Mstep: Class 27 contains 4439 members 
Mstep: Class 28 contains 38254 members 
Mstep: Class 29 contains 4547 members 
Mstep: Class 30 contains 1825 members 
Mstep: Class 31 contains 2044 members 
Mstep: Class 32 contains 987 members 
Mstep: Class 33 contains 16677 members 
Mstep: Class 34 contains 3062 members 
Mstep: Class 35 contains 147949 members 
Mstep: Class 36 contains 11545 members 
Mstep: Class 37 contains 1761 members 
Mstep: Class 38 contains 22607 members 
Mstep: Class 39 contains 2538 members 
Mstep: Class 40 contains 22958 members 
Mstep: Class 41 contains 11812 members 
Mstep: Class 42 contains 17563 members 
Mstep: Class 43 contains 12799 members 
Mstep: Class 44 contains 685 members 
Mstep: Class 45 contains 2170 members 
Mstep: Class 46 contains 1946 members 
Mstep: Class 47 contains 1273 members 
Entering Unmasked Estep 
Score: -100302344.000000 Penalty: 104006.164062
Splitting cluster 31 changes total score from -100302608.000000 to -100302344.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 32 (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: -117333.437500 Penalty: 1120.383911
	Iteration 0F: 2 clusters Score -117333.4 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 472 members 
Entering Unmasked Estep 
Score: -115908.960938 Penalty: 2240.767822
	Iteration 0F: 3 clusters Score -115909 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -116233.156250 Penalty: 2240.767822
	Iteration 1F: 3 clusters Score -116233.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -116327.929688 Penalty: 2240.767822
	Iteration 2F: 3 clusters Score -116327.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -116395.695312 Penalty: 2240.767822
	Iteration 3Q: 3 clusters Score -116395.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -116420.218750 Penalty: 2240.767822
	Iteration 4Q: 3 clusters Score -116420.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -116439.187500 Penalty: 2240.767822
	Iteration 5Q: 3 clusters Score -116439.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -116448.976562 Penalty: 2240.767822
	Iteration 6Q: 3 clusters Score -116449 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -116457.750000 Penalty: 2240.767822
	Iteration 7Q: 3 clusters Score -116457.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -116466.718750 Penalty: 2240.767822
	Iteration 8Q: 3 clusters Score -116466.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -116473.101562 Penalty: 2240.767822
	Iteration 9Q: 3 clusters Score -116473.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -116476.453125 Penalty: 2240.767822
	Iteration 10Q: 3 clusters Score -116476.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -116481.375000 Penalty: 2240.767822
	Iteration 11Q: 3 clusters Score -116481.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -116484.578125 Penalty: 2240.767822
	Iteration 12Q: 3 clusters Score -116484.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -116484.835938 Penalty: 2240.767822
	Iteration 13Q: 3 clusters Score -116484.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -116484.835938 Penalty: 2240.767822
	Iteration 14F: 3 clusters Score -116484.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (16677 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16677 members 
Entering Unmasked Estep 
Score: -2058584.375000 Penalty: 1579.790161
	Iteration 0F: 2 clusters Score -2058584 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8300 members 
Mstep: Class 2 contains 8377 members 
Entering Unmasked Estep 
Score: -2047142.250000 Penalty: 3159.580322
	Iteration 0F: 3 clusters Score -2047142 nChanged 7500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8014 members 
Mstep: Class 2 contains 8663 members 
Entering Unmasked Estep 
Score: -2051599.375000 Penalty: 3159.580322
	Iteration 1F: 3 clusters Score -2051599 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7964 members 
Mstep: Class 2 contains 8713 members 
Entering Unmasked Estep 
Score: -2052155.375000 Penalty: 3159.580322
	Iteration 2F: 3 clusters Score -2052155 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7941 members 
Mstep: Class 2 contains 8736 members 
Entering Unmasked Estep 
Score: -2052600.250000 Penalty: 3159.580322
	Iteration 3F: 3 clusters Score -2052600 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7967 members 
Mstep: Class 2 contains 8710 members 
Entering Unmasked Estep 
Score: -2052983.125000 Penalty: 3159.580322
	Iteration 4F: 3 clusters Score -2052983 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8029 members 
Mstep: Class 2 contains 8648 members 
Entering Unmasked Estep 
Score: -2053355.375000 Penalty: 3159.580322
	Iteration 5Q: 3 clusters Score -2053355 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8166 members 
Mstep: Class 2 contains 8511 members 
Entering Unmasked Estep 
Score: -2053720.000000 Penalty: 3159.580322
	Iteration 6Q: 3 clusters Score -2053720 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8388 members 
Mstep: Class 2 contains 8289 members 
Entering Unmasked Estep 
Score: -2054046.750000 Penalty: 3159.580322
	Iteration 7Q: 3 clusters Score -2054047 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8662 members 
Mstep: Class 2 contains 8015 members 
Entering Unmasked Estep 
Score: -2054346.625000 Penalty: 3159.580322
	Iteration 8Q: 3 clusters Score -2054347 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8940 members 
Mstep: Class 2 contains 7737 members 
Entering Unmasked Estep 
Score: -2054618.250000 Penalty: 3159.580322
	Iteration 9Q: 3 clusters Score -2054618 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9217 members 
Mstep: Class 2 contains 7460 members 
Entering Unmasked Estep 
Score: -2054876.625000 Penalty: 3159.580322
	Iteration 10Q: 3 clusters Score -2054877 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9530 members 
Mstep: Class 2 contains 7147 members 
Entering Unmasked Estep 
Score: -2055086.875000 Penalty: 3159.580322
	Iteration 11Q: 3 clusters Score -2055087 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9846 members 
Mstep: Class 2 contains 6831 members 
Entering Unmasked Estep 
Score: -2055269.375000 Penalty: 3159.580322
	Iteration 12Q: 3 clusters Score -2055269 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10171 members 
Mstep: Class 2 contains 6506 members 
Entering Unmasked Estep 
Score: -2055448.875000 Penalty: 3159.580322
	Iteration 13Q: 3 clusters Score -2055449 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10484 members 
Mstep: Class 2 contains 6193 members 
Entering Unmasked Estep 
Score: -2055628.000000 Penalty: 3159.580322
	Iteration 14Q: 3 clusters Score -2055628 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10809 members 
Mstep: Class 2 contains 5868 members 
Entering Unmasked Estep 
Score: -2055791.125000 Penalty: 3159.580322
	Iteration 15Q: 3 clusters Score -2055791 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11129 members 
Mstep: Class 2 contains 5548 members 
Entering Unmasked Estep 
Score: -2055947.750000 Penalty: 3159.580322
	Iteration 16Q: 3 clusters Score -2055948 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11458 members 
Mstep: Class 2 contains 5219 members 
Entering Unmasked Estep 
Score: -2056104.750000 Penalty: 3159.580322
	Iteration 17Q: 3 clusters Score -2056105 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11783 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
Score: -2056238.625000 Penalty: 3159.580322
	Iteration 18Q: 3 clusters Score -2056239 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12066 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -2056345.250000 Penalty: 3159.580322
	Iteration 19Q: 3 clusters Score -2056345 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12315 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -2056454.250000 Penalty: 3159.580322
	Iteration 20F: 3 clusters Score -2056454 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12586 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -2056561.375000 Penalty: 3159.580322
	Iteration 21Q: 3 clusters Score -2056561 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12860 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -2056678.875000 Penalty: 3159.580322
	Iteration 22Q: 3 clusters Score -2056679 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13132 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -2056812.000000 Penalty: 3159.580322
	Iteration 23Q: 3 clusters Score -2056812 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13408 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -2056938.500000 Penalty: 3159.580322
	Iteration 24Q: 3 clusters Score -2056938 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13685 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -2057073.625000 Penalty: 3159.580322
	Iteration 25Q: 3 clusters Score -2057074 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13919 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -2057196.625000 Penalty: 3159.580322
	Iteration 26Q: 3 clusters Score -2057197 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14120 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -2057278.500000 Penalty: 3159.580322
	Iteration 27Q: 3 clusters Score -2057278 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14293 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -2057358.750000 Penalty: 3159.580322
	Iteration 28Q: 3 clusters Score -2057359 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14439 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -2057426.375000 Penalty: 3159.580322
	Iteration 29Q: 3 clusters Score -2057426 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14570 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -2057479.000000 Penalty: 3159.580322
	Iteration 30Q: 3 clusters Score -2057479 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14703 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -2057547.625000 Penalty: 3159.580322
	Iteration 31Q: 3 clusters Score -2057548 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14827 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -2057619.375000 Penalty: 3159.580322
	Iteration 32Q: 3 clusters Score -2057619 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14954 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -2057685.250000 Penalty: 3159.580322
	Iteration 33Q: 3 clusters Score -2057685 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15061 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -2057755.625000 Penalty: 3159.580322
	Iteration 34Q: 3 clusters Score -2057756 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15162 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -2057805.750000 Penalty: 3159.580322
	Iteration 35Q: 3 clusters Score -2057806 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15231 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -2057837.500000 Penalty: 3159.580322
	Iteration 36Q: 3 clusters Score -2057838 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15295 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -2057867.875000 Penalty: 3159.580322
	Iteration 37Q: 3 clusters Score -2057868 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15354 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -2057894.750000 Penalty: 3159.580322
	Iteration 38Q: 3 clusters Score -2057895 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15388 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -2057909.250000 Penalty: 3159.580322
	Iteration 39Q: 3 clusters Score -2057909 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15414 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -2057913.625000 Penalty: 3159.580322
	Iteration 40F: 3 clusters Score -2057914 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15436 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -2057924.875000 Penalty: 3159.580322
	Iteration 41Q: 3 clusters Score -2057925 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15466 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -2057939.250000 Penalty: 3159.580322
	Iteration 42Q: 3 clusters Score -2057939 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15497 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -2057955.500000 Penalty: 3159.580322
	Iteration 43Q: 3 clusters Score -2057956 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15527 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -2057979.250000 Penalty: 3159.580322
	Iteration 44Q: 3 clusters Score -2057979 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15555 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -2057990.125000 Penalty: 3159.580322
	Iteration 45Q: 3 clusters Score -2057990 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15578 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -2057998.125000 Penalty: 3159.580322
	Iteration 46Q: 3 clusters Score -2057998 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15601 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -2058018.000000 Penalty: 3159.580322
	Iteration 47Q: 3 clusters Score -2058018 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15628 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -2058032.750000 Penalty: 3159.580322
	Iteration 48Q: 3 clusters Score -2058033 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15657 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -2058047.875000 Penalty: 3159.580322
	Iteration 49Q: 3 clusters Score -2058048 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15678 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -2058065.375000 Penalty: 3159.580322
	Iteration 50Q: 3 clusters Score -2058065 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15710 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -2058086.375000 Penalty: 3159.580322
	Iteration 51Q: 3 clusters Score -2058086 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15732 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -2058097.875000 Penalty: 3159.580322
	Iteration 52Q: 3 clusters Score -2058098 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15750 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -2058120.000000 Penalty: 3159.580322
	Iteration 53Q: 3 clusters Score -2058120 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15776 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -2058139.250000 Penalty: 3159.580322
	Iteration 54Q: 3 clusters Score -2058139 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15800 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -2058167.000000 Penalty: 3159.580322
	Iteration 55Q: 3 clusters Score -2058167 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15823 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -2058181.500000 Penalty: 3159.580322
	Iteration 56Q: 3 clusters Score -2058182 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15836 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -2058187.625000 Penalty: 3159.580322
	Iteration 57Q: 3 clusters Score -2058188 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15844 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -2058200.875000 Penalty: 3159.580322
	Iteration 58Q: 3 clusters Score -2058201 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15850 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -2058206.875000 Penalty: 3159.580322
	Iteration 59Q: 3 clusters Score -2058207 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15860 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -2058210.500000 Penalty: 3159.580322
	Iteration 60F: 3 clusters Score -2058210 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15866 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -2058218.250000 Penalty: 3159.580322
	Iteration 61Q: 3 clusters Score -2058218 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15869 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -2058223.250000 Penalty: 3159.580322
	Iteration 62Q: 3 clusters Score -2058223 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15877 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -2058224.500000 Penalty: 3159.580322
	Iteration 63Q: 3 clusters Score -2058224 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15882 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -2058234.750000 Penalty: 3159.580322
	Iteration 64Q: 3 clusters Score -2058235 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15888 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -2058237.250000 Penalty: 3159.580322
	Iteration 65Q: 3 clusters Score -2058237 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15891 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -2058241.875000 Penalty: 3159.580322
	Iteration 66Q: 3 clusters Score -2058242 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15895 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -2058249.125000 Penalty: 3159.580322
	Iteration 67Q: 3 clusters Score -2058249 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15899 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -2058248.000000 Penalty: 3159.580322
	Iteration 68Q: 3 clusters Score -2058248 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15903 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -2058249.125000 Penalty: 3159.580322
	Iteration 69Q: 3 clusters Score -2058249 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15906 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -2058251.875000 Penalty: 3159.580322
	Iteration 70Q: 3 clusters Score -2058252 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15907 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -2058252.125000 Penalty: 3159.580322
	Iteration 71Q: 3 clusters Score -2058252 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15908 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -2058251.000000 Penalty: 3159.580322
	Iteration 72Q: 3 clusters Score -2058251 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15909 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -2058251.625000 Penalty: 3159.580322
	Iteration 73Q: 3 clusters Score -2058252 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15910 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -2058252.125000 Penalty: 3159.580322
	Iteration 74Q: 3 clusters Score -2058252 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15912 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -2058250.250000 Penalty: 3159.580322
	Iteration 75Q: 3 clusters Score -2058250 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15912 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -2058250.250000 Penalty: 3159.580322
	Iteration 76F: 3 clusters Score -2058250 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (3062 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Entering Unmasked Estep 
Score: -377465.437500 Penalty: 1304.358887
	Iteration 0F: 2 clusters Score -377465.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -374701.250000 Penalty: 2608.717773
	Iteration 0F: 3 clusters Score -374701.2 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -375432.125000 Penalty: 2608.717773
	Iteration 1F: 3 clusters Score -375432.1 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -375600.343750 Penalty: 2608.717773
	Iteration 2F: 3 clusters Score -375600.3 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -375691.906250 Penalty: 2608.717773
	Iteration 3F: 3 clusters Score -375691.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -375759.218750 Penalty: 2608.717773
	Iteration 4Q: 3 clusters Score -375759.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -375839.062500 Penalty: 2608.717773
	Iteration 5Q: 3 clusters Score -375839.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -375941.281250 Penalty: 2608.717773
	Iteration 6Q: 3 clusters Score -375941.3 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -376032.406250 Penalty: 2608.717773
	Iteration 7Q: 3 clusters Score -376032.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -376121.843750 Penalty: 2608.717773
	Iteration 8Q: 3 clusters Score -376121.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -376213.187500 Penalty: 2608.717773
	Iteration 9Q: 3 clusters Score -376213.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -376281.125000 Penalty: 2608.717773
	Iteration 10Q: 3 clusters Score -376281.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -376367.375000 Penalty: 2608.717773
	Iteration 11Q: 3 clusters Score -376367.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -376484.812500 Penalty: 2608.717773
	Iteration 12Q: 3 clusters Score -376484.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -376663.281250 Penalty: 2608.717773
	Iteration 13Q: 3 clusters Score -376663.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -376863.312500 Penalty: 2608.717773
	Iteration 14Q: 3 clusters Score -376863.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -377035.781250 Penalty: 2608.717773
	Iteration 15Q: 3 clusters Score -377035.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -377109.968750 Penalty: 2608.717773
	Iteration 16Q: 3 clusters Score -377110 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -377129.375000 Penalty: 2608.717773
	Iteration 17Q: 3 clusters Score -377129.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -377140.375000 Penalty: 2608.717773
	Iteration 18Q: 3 clusters Score -377140.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -377151.562500 Penalty: 2608.717773
	Iteration 19Q: 3 clusters Score -377151.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -377158.875000 Penalty: 2608.717773
	Iteration 20F: 3 clusters Score -377158.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -377167.531250 Penalty: 2608.717773
	Iteration 21Q: 3 clusters Score -377167.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -377169.656250 Penalty: 2608.717773
	Iteration 22Q: 3 clusters Score -377169.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -377169.656250 Penalty: 2608.717773
	Iteration 23F: 3 clusters Score -377169.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (147949 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147949 members 
Entering Unmasked Estep 
Score: -19015802.000000 Penalty: 1934.501221
	Iteration 0F: 2 clusters Score -1.90158e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74113 members 
Mstep: Class 2 contains 73836 members 
Entering Unmasked Estep 
Score: -18934872.000000 Penalty: 3869.002441
	Iteration 0F: 3 clusters Score -1.893487e+07 nChanged 71707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78414 members 
Mstep: Class 2 contains 69535 members 
Entering Unmasked Estep 
Score: -18977116.000000 Penalty: 3869.002441
	Iteration 1F: 3 clusters Score -1.897712e+07 nChanged 5371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81349 members 
Mstep: Class 2 contains 66600 members 
Entering Unmasked Estep 
Score: -18978736.000000 Penalty: 3869.002441
	Iteration 2Q: 3 clusters Score -1.897874e+07 nChanged 6473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85654 members 
Mstep: Class 2 contains 62295 members 
Entering Unmasked Estep 
Score: -18980926.000000 Penalty: 3869.002441
	Iteration 3Q: 3 clusters Score -1.898093e+07 nChanged 7974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91650 members 
Mstep: Class 2 contains 56299 members 
Entering Unmasked Estep 
Score: -18983950.000000 Penalty: 3869.002441
	Iteration 4F: 3 clusters Score -1.898395e+07 nChanged 9535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99477 members 
Mstep: Class 2 contains 48472 members 
Entering Unmasked Estep 
Score: -18988038.000000 Penalty: 3869.002441
	Iteration 5F: 3 clusters Score -1.898804e+07 nChanged 10292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108515 members 
Mstep: Class 2 contains 39434 members 
Entering Unmasked Estep 
Score: -18993284.000000 Penalty: 3869.002441
	Iteration 6F: 3 clusters Score -1.899328e+07 nChanged 10022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117631 members 
Mstep: Class 2 contains 30318 members 
Entering Unmasked Estep 
Score: -18999092.000000 Penalty: 3869.002441
	Iteration 7F: 3 clusters Score -1.899909e+07 nChanged 8755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125834 members 
Mstep: Class 2 contains 22115 members 
Entering Unmasked Estep 
Score: -19004724.000000 Penalty: 3869.002441
	Iteration 8F: 3 clusters Score -1.900472e+07 nChanged 7105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132671 members 
Mstep: Class 2 contains 15278 members 
Entering Unmasked Estep 
Score: -19008228.000000 Penalty: 3869.002441
	Iteration 9Q: 3 clusters Score -1.900823e+07 nChanged 5117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137664 members 
Mstep: Class 2 contains 10285 members 
Entering Unmasked Estep 
Score: -19010604.000000 Penalty: 3869.002441
	Iteration 10Q: 3 clusters Score -1.90106e+07 nChanged 3435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141021 members 
Mstep: Class 2 contains 6928 members 
Entering Unmasked Estep 
Score: -19011960.000000 Penalty: 3869.002441
	Iteration 11Q: 3 clusters Score -1.901196e+07 nChanged 2320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143285 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -19012694.000000 Penalty: 3869.002441
	Iteration 12Q: 3 clusters Score -1.901269e+07 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144773 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -19013248.000000 Penalty: 3869.002441
	Iteration 13Q: 3 clusters Score -1.901325e+07 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145760 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -19013500.000000 Penalty: 3869.002441
	Iteration 14Q: 3 clusters Score -1.90135e+07 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146397 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -19013704.000000 Penalty: 3869.002441
	Iteration 15Q: 3 clusters Score -1.90137e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146788 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -19013878.000000 Penalty: 3869.002441
	Iteration 16Q: 3 clusters Score -1.901388e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147029 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -19014040.000000 Penalty: 3869.002441
	Iteration 17Q: 3 clusters Score -1.901404e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147189 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -19014116.000000 Penalty: 3869.002441
	Iteration 18Q: 3 clusters Score -1.901412e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147277 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -19014178.000000 Penalty: 3869.002441
	Iteration 19Q: 3 clusters Score -1.901418e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147344 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -19014194.000000 Penalty: 3869.002441
	Iteration 20F: 3 clusters Score -1.901419e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147391 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -19014234.000000 Penalty: 3869.002441
	Iteration 21Q: 3 clusters Score -1.901423e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147430 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -19014278.000000 Penalty: 3869.002441
	Iteration 22Q: 3 clusters Score -1.901428e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147457 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -19014282.000000 Penalty: 3869.002441
	Iteration 23Q: 3 clusters Score -1.901428e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147478 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -19014310.000000 Penalty: 3869.002441
	Iteration 24Q: 3 clusters Score -1.901431e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147486 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -19014298.000000 Penalty: 3869.002441
	Iteration 25Q: 3 clusters Score -1.90143e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147488 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -19014326.000000 Penalty: 3869.002441
	Iteration 26Q: 3 clusters Score -1.901433e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147496 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -19014346.000000 Penalty: 3869.002441
	Iteration 27Q: 3 clusters Score -1.901435e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147501 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -19014332.000000 Penalty: 3869.002441
	Iteration 28Q: 3 clusters Score -1.901433e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147507 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -19014336.000000 Penalty: 3869.002441
	Iteration 29Q: 3 clusters Score -1.901434e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147511 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -19014342.000000 Penalty: 3869.002441
	Iteration 30Q: 3 clusters Score -1.901434e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147517 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -19014336.000000 Penalty: 3869.002441
	Iteration 31Q: 3 clusters Score -1.901434e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147519 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -19014352.000000 Penalty: 3869.002441
	Iteration 32Q: 3 clusters Score -1.901435e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147521 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -19014366.000000 Penalty: 3869.002441
	Iteration 33Q: 3 clusters Score -1.901437e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147521 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -19014368.000000 Penalty: 3869.002441
	Iteration 34Q: 3 clusters Score -1.901437e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147521 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -19014364.000000 Penalty: 3869.002441
	Iteration 35Q: 3 clusters Score -1.901436e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147522 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -19014366.000000 Penalty: 3869.002441
	Iteration 36Q: 3 clusters Score -1.901437e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147525 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -19014368.000000 Penalty: 3869.002441
	Iteration 37Q: 3 clusters Score -1.901437e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147527 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -19014372.000000 Penalty: 3869.002441
	Iteration 38Q: 3 clusters Score -1.901437e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147529 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -19014352.000000 Penalty: 3869.002441
	Iteration 39Q: 3 clusters Score -1.901435e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147530 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -19014362.000000 Penalty: 3869.002441
	Iteration 40F: 3 clusters Score -1.901436e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147530 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -19014368.000000 Penalty: 3869.002441
	Iteration 41Q: 3 clusters Score -1.901437e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147533 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -19014370.000000 Penalty: 3869.002441
	Iteration 42Q: 3 clusters Score -1.901437e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147533 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -19014382.000000 Penalty: 3869.002441
	Iteration 43Q: 3 clusters Score -1.901438e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147534 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -19014376.000000 Penalty: 3869.002441
	Iteration 44Q: 3 clusters Score -1.901438e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147534 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -19014376.000000 Penalty: 3869.002441
	Iteration 45F: 3 clusters Score -1.901438e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (11545 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11545 members 
Entering Unmasked Estep 
Score: -1314714.125000 Penalty: 1520.026245
	Iteration 0F: 2 clusters Score -1314714 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 5856 members 
Entering Unmasked Estep 
Score: -1306580.375000 Penalty: 3040.052490
	Iteration 0F: 3 clusters Score -1306580 nChanged 5011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5264 members 
Mstep: Class 2 contains 6281 members 
Entering Unmasked Estep 
Score: -1309595.875000 Penalty: 3040.052490
	Iteration 1F: 3 clusters Score -1309596 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 6506 members 
Entering Unmasked Estep 
Score: -1310069.625000 Penalty: 3040.052490
	Iteration 2F: 3 clusters Score -1310070 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 6761 members 
Entering Unmasked Estep 
Score: -1310490.875000 Penalty: 3040.052490
	Iteration 3F: 3 clusters Score -1310491 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 7023 members 
Entering Unmasked Estep 
Score: -1310834.125000 Penalty: 3040.052490
	Iteration 4F: 3 clusters Score -1310834 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 7310 members 
Entering Unmasked Estep 
Score: -1311200.875000 Penalty: 3040.052490
	Iteration 5F: 3 clusters Score -1311201 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 7600 members 
Entering Unmasked Estep 
Score: -1311525.875000 Penalty: 3040.052490
	Iteration 6Q: 3 clusters Score -1311526 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 7929 members 
Entering Unmasked Estep 
Score: -1311822.500000 Penalty: 3040.052490
	Iteration 7Q: 3 clusters Score -1311822 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 8264 members 
Entering Unmasked Estep 
Score: -1312075.625000 Penalty: 3040.052490
	Iteration 8Q: 3 clusters Score -1312076 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 8562 members 
Entering Unmasked Estep 
Score: -1312260.125000 Penalty: 3040.052490
	Iteration 9Q: 3 clusters Score -1312260 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 8871 members 
Entering Unmasked Estep 
Score: -1312458.250000 Penalty: 3040.052490
	Iteration 10Q: 3 clusters Score -1312458 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 9146 members 
Entering Unmasked Estep 
Score: -1312609.000000 Penalty: 3040.052490
	Iteration 11Q: 3 clusters Score -1312609 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 9387 members 
Entering Unmasked Estep 
Score: -1312742.500000 Penalty: 3040.052490
	Iteration 12Q: 3 clusters Score -1312742 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 9594 members 
Entering Unmasked Estep 
Score: -1312849.875000 Penalty: 3040.052490
	Iteration 13Q: 3 clusters Score -1312850 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 9770 members 
Entering Unmasked Estep 
Score: -1312940.875000 Penalty: 3040.052490
	Iteration 14Q: 3 clusters Score -1312941 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 9929 members 
Entering Unmasked Estep 
Score: -1313031.625000 Penalty: 3040.052490
	Iteration 15Q: 3 clusters Score -1313032 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 10077 members 
Entering Unmasked Estep 
Score: -1313124.000000 Penalty: 3040.052490
	Iteration 16Q: 3 clusters Score -1313124 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 10201 members 
Entering Unmasked Estep 
Score: -1313201.000000 Penalty: 3040.052490
	Iteration 17Q: 3 clusters Score -1313201 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 10309 members 
Entering Unmasked Estep 
Score: -1313262.250000 Penalty: 3040.052490
	Iteration 18Q: 3 clusters Score -1313262 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 10400 members 
Entering Unmasked Estep 
Score: -1313316.250000 Penalty: 3040.052490
	Iteration 19Q: 3 clusters Score -1313316 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 10495 members 
Entering Unmasked Estep 
Score: -1313376.375000 Penalty: 3040.052490
	Iteration 20F: 3 clusters Score -1313376 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 10576 members 
Entering Unmasked Estep 
Score: -1313426.875000 Penalty: 3040.052490
	Iteration 21Q: 3 clusters Score -1313427 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 10634 members 
Entering Unmasked Estep 
Score: -1313452.375000 Penalty: 3040.052490
	Iteration 22Q: 3 clusters Score -1313452 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 10677 members 
Entering Unmasked Estep 
Score: -1313476.875000 Penalty: 3040.052490
	Iteration 23Q: 3 clusters Score -1313477 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 10715 members 
Entering Unmasked Estep 
Score: -1313491.375000 Penalty: 3040.052490
	Iteration 24Q: 3 clusters Score -1313491 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 10739 members 
Entering Unmasked Estep 
Score: -1313504.000000 Penalty: 3040.052490
	Iteration 25Q: 3 clusters Score -1313504 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 10762 members 
Entering Unmasked Estep 
Score: -1313518.375000 Penalty: 3040.052490
	Iteration 26Q: 3 clusters Score -1313518 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 10783 members 
Entering Unmasked Estep 
Score: -1313532.500000 Penalty: 3040.052490
	Iteration 27Q: 3 clusters Score -1313532 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 10799 members 
Entering Unmasked Estep 
Score: -1313538.500000 Penalty: 3040.052490
	Iteration 28Q: 3 clusters Score -1313538 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 10807 members 
Entering Unmasked Estep 
Score: -1313539.250000 Penalty: 3040.052490
	Iteration 29Q: 3 clusters Score -1313539 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 10813 members 
Entering Unmasked Estep 
Score: -1313545.000000 Penalty: 3040.052490
	Iteration 30Q: 3 clusters Score -1313545 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 10823 members 
Entering Unmasked Estep 
Score: -1313554.500000 Penalty: 3040.052490
	Iteration 31Q: 3 clusters Score -1313554 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 10830 members 
Entering Unmasked Estep 
Score: -1313555.875000 Penalty: 3040.052490
	Iteration 32Q: 3 clusters Score -1313556 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 10840 members 
Entering Unmasked Estep 
Score: -1313562.500000 Penalty: 3040.052490
	Iteration 33Q: 3 clusters Score -1313562 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 10845 members 
Entering Unmasked Estep 
Score: -1313563.125000 Penalty: 3040.052490
	Iteration 34Q: 3 clusters Score -1313563 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 10853 members 
Entering Unmasked Estep 
Score: -1313568.250000 Penalty: 3040.052490
	Iteration 35Q: 3 clusters Score -1313568 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 10861 members 
Entering Unmasked Estep 
Score: -1313572.625000 Penalty: 3040.052490
	Iteration 36Q: 3 clusters Score -1313573 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 10864 members 
Entering Unmasked Estep 
Score: -1313576.125000 Penalty: 3040.052490
	Iteration 37Q: 3 clusters Score -1313576 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 10866 members 
Entering Unmasked Estep 
Score: -1313578.875000 Penalty: 3040.052490
	Iteration 38Q: 3 clusters Score -1313579 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 10869 members 
Entering Unmasked Estep 
Score: -1313579.625000 Penalty: 3040.052490
	Iteration 39Q: 3 clusters Score -1313580 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 10871 members 
Entering Unmasked Estep 
Score: -1313581.000000 Penalty: 3040.052490
	Iteration 40F: 3 clusters Score -1313581 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 10873 members 
Entering Unmasked Estep 
Score: -1313581.875000 Penalty: 3040.052490
	Iteration 41Q: 3 clusters Score -1313582 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 10874 members 
Entering Unmasked Estep 
Score: -1313581.750000 Penalty: 3040.052490
	Iteration 42Q: 3 clusters Score -1313582 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 10874 members 
Entering Unmasked Estep 
Score: -1313581.750000 Penalty: 3040.052490
	Iteration 43F: 3 clusters Score -1313582 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (1761 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Entering Unmasked Estep 
Score: -211561.687500 Penalty: 1214.466064
	Iteration 0F: 2 clusters Score -211561.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -209645.296875 Penalty: 2428.932129
	Iteration 0F: 3 clusters Score -209645.3 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -210133.781250 Penalty: 2428.932129
	Iteration 1F: 3 clusters Score -210133.8 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -210354.359375 Penalty: 2428.932129
	Iteration 2F: 3 clusters Score -210354.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -210560.812500 Penalty: 2428.932129
	Iteration 3F: 3 clusters Score -210560.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -210682.156250 Penalty: 2428.932129
	Iteration 4F: 3 clusters Score -210682.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -210791.968750 Penalty: 2428.932129
	Iteration 5F: 3 clusters Score -210792 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -210901.453125 Penalty: 2428.932129
	Iteration 6Q: 3 clusters Score -210901.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -211025.750000 Penalty: 2428.932129
	Iteration 7Q: 3 clusters Score -211025.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -211125.812500 Penalty: 2428.932129
	Iteration 8Q: 3 clusters Score -211125.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -211211.953125 Penalty: 2428.932129
	Iteration 9Q: 3 clusters Score -211212 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -211259.640625 Penalty: 2428.932129
	Iteration 10Q: 3 clusters Score -211259.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -211299.328125 Penalty: 2428.932129
	Iteration 11Q: 3 clusters Score -211299.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -211342.500000 Penalty: 2428.932129
	Iteration 12Q: 3 clusters Score -211342.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -211363.593750 Penalty: 2428.932129
	Iteration 13Q: 3 clusters Score -211363.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -211377.687500 Penalty: 2428.932129
	Iteration 14Q: 3 clusters Score -211377.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -211384.343750 Penalty: 2428.932129
	Iteration 15Q: 3 clusters Score -211384.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -211386.875000 Penalty: 2428.932129
	Iteration 16Q: 3 clusters Score -211386.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -211388.312500 Penalty: 2428.932129
	Iteration 17Q: 3 clusters Score -211388.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -211388.796875 Penalty: 2428.932129
	Iteration 18F: 3 clusters Score -211388.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -211390.765625 Penalty: 2428.932129
	Iteration 19Q: 3 clusters Score -211390.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -211393.156250 Penalty: 2428.932129
	Iteration 20F: 3 clusters Score -211393.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -211394.140625 Penalty: 2428.932129
	Iteration 21Q: 3 clusters Score -211394.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -211395.093750 Penalty: 2428.932129
	Iteration 22Q: 3 clusters Score -211395.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -211395.093750 Penalty: 2428.932129
	Iteration 23F: 3 clusters Score -211395.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (22607 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22607 members 
Entering Unmasked Estep 
Score: -2879486.000000 Penalty: 1629.227539
	Iteration 0F: 2 clusters Score -2879486 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11339 members 
Mstep: Class 2 contains 11268 members 
Entering Unmasked Estep 
Score: -2864175.000000 Penalty: 3258.455078
	Iteration 0F: 3 clusters Score -2864175 nChanged 10250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11479 members 
Mstep: Class 2 contains 11128 members 
Entering Unmasked Estep 
Score: -2869709.750000 Penalty: 3258.455078
	Iteration 1F: 3 clusters Score -2869710 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11591 members 
Mstep: Class 2 contains 11016 members 
Entering Unmasked Estep 
Score: -2870099.000000 Penalty: 3258.455078
	Iteration 2Q: 3 clusters Score -2870099 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11754 members 
Mstep: Class 2 contains 10853 members 
Entering Unmasked Estep 
Score: -2870456.750000 Penalty: 3258.455078
	Iteration 3Q: 3 clusters Score -2870457 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12061 members 
Mstep: Class 2 contains 10546 members 
Entering Unmasked Estep 
Score: -2870835.000000 Penalty: 3258.455078
	Iteration 4Q: 3 clusters Score -2870835 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12541 members 
Mstep: Class 2 contains 10066 members 
Entering Unmasked Estep 
Score: -2871254.250000 Penalty: 3258.455078
	Iteration 5Q: 3 clusters Score -2871254 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13183 members 
Mstep: Class 2 contains 9424 members 
Entering Unmasked Estep 
Score: -2871732.000000 Penalty: 3258.455078
	Iteration 6Q: 3 clusters Score -2871732 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14014 members 
Mstep: Class 2 contains 8593 members 
Entering Unmasked Estep 
Score: -2872299.250000 Penalty: 3258.455078
	Iteration 7F: 3 clusters Score -2872299 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14983 members 
Mstep: Class 2 contains 7624 members 
Entering Unmasked Estep 
Score: -2872997.750000 Penalty: 3258.455078
	Iteration 8F: 3 clusters Score -2872998 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16059 members 
Mstep: Class 2 contains 6548 members 
Entering Unmasked Estep 
Score: -2873809.500000 Penalty: 3258.455078
	Iteration 9F: 3 clusters Score -2873810 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17128 members 
Mstep: Class 2 contains 5479 members 
Entering Unmasked Estep 
Score: -2874565.250000 Penalty: 3258.455078
	Iteration 10F: 3 clusters Score -2874565 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18112 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -2875238.000000 Penalty: 3258.455078
	Iteration 11Q: 3 clusters Score -2875238 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19016 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -2875832.000000 Penalty: 3258.455078
	Iteration 12Q: 3 clusters Score -2875832 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19778 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -2876343.000000 Penalty: 3258.455078
	Iteration 13Q: 3 clusters Score -2876343 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20428 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -2876762.000000 Penalty: 3258.455078
	Iteration 14Q: 3 clusters Score -2876762 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20958 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -2877152.500000 Penalty: 3258.455078
	Iteration 15Q: 3 clusters Score -2877152 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21344 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -2877417.000000 Penalty: 3258.455078
	Iteration 16Q: 3 clusters Score -2877417 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21615 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -2877631.500000 Penalty: 3258.455078
	Iteration 17Q: 3 clusters Score -2877632 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21813 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -2877780.000000 Penalty: 3258.455078
	Iteration 18Q: 3 clusters Score -2877780 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21929 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -2877901.500000 Penalty: 3258.455078
	Iteration 19Q: 3 clusters Score -2877902 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22002 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -2877979.750000 Penalty: 3258.455078
	Iteration 20F: 3 clusters Score -2877980 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22062 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -2878047.500000 Penalty: 3258.455078
	Iteration 21Q: 3 clusters Score -2878048 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22090 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -2878083.000000 Penalty: 3258.455078
	Iteration 22Q: 3 clusters Score -2878083 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22110 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -2878101.000000 Penalty: 3258.455078
	Iteration 23Q: 3 clusters Score -2878101 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22135 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -2878127.500000 Penalty: 3258.455078
	Iteration 24Q: 3 clusters Score -2878128 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22148 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -2878144.750000 Penalty: 3258.455078
	Iteration 25Q: 3 clusters Score -2878145 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22169 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -2878165.500000 Penalty: 3258.455078
	Iteration 26Q: 3 clusters Score -2878166 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22176 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -2878172.000000 Penalty: 3258.455078
	Iteration 27Q: 3 clusters Score -2878172 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22179 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -2878176.250000 Penalty: 3258.455078
	Iteration 28Q: 3 clusters Score -2878176 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22178 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -2878181.250000 Penalty: 3258.455078
	Iteration 29Q: 3 clusters Score -2878181 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22180 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -2878185.750000 Penalty: 3258.455078
	Iteration 30Q: 3 clusters Score -2878186 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22180 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -2878185.250000 Penalty: 3258.455078
	Iteration 31Q: 3 clusters Score -2878185 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22181 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -2878187.000000 Penalty: 3258.455078
	Iteration 32Q: 3 clusters Score -2878187 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22181 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -2878187.000000 Penalty: 3258.455078
	Iteration 33F: 3 clusters Score -2878187 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (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: -319548.843750 Penalty: 1273.858887
	Iteration 0F: 2 clusters Score -319548.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -317130.281250 Penalty: 2547.717773
	Iteration 0F: 3 clusters Score -317130.3 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -317687.218750 Penalty: 2547.717773
	Iteration 1F: 3 clusters Score -317687.2 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -317812.062500 Penalty: 2547.717773
	Iteration 2F: 3 clusters Score -317812.1 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -317892.500000 Penalty: 2547.717773
	Iteration 3F: 3 clusters Score -317892.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -317957.250000 Penalty: 2547.717773
	Iteration 4Q: 3 clusters Score -317957.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -318003.812500 Penalty: 2547.717773
	Iteration 5Q: 3 clusters Score -318003.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -318042.093750 Penalty: 2547.717773
	Iteration 6Q: 3 clusters Score -318042.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -318084.468750 Penalty: 2547.717773
	Iteration 7Q: 3 clusters Score -318084.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -318122.437500 Penalty: 2547.717773
	Iteration 8Q: 3 clusters Score -318122.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -318146.375000 Penalty: 2547.717773
	Iteration 9Q: 3 clusters Score -318146.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -318166.218750 Penalty: 2547.717773
	Iteration 10Q: 3 clusters Score -318166.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -318192.468750 Penalty: 2547.717773
	Iteration 11Q: 3 clusters Score -318192.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -318210.656250 Penalty: 2547.717773
	Iteration 12Q: 3 clusters Score -318210.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -318228.718750 Penalty: 2547.717773
	Iteration 13Q: 3 clusters Score -318228.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -318249.687500 Penalty: 2547.717773
	Iteration 14Q: 3 clusters Score -318249.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -318267.375000 Penalty: 2547.717773
	Iteration 15Q: 3 clusters Score -318267.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -318279.875000 Penalty: 2547.717773
	Iteration 16Q: 3 clusters Score -318279.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -318290.031250 Penalty: 2547.717773
	Iteration 17Q: 3 clusters Score -318290 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -318297.656250 Penalty: 2547.717773
	Iteration 18Q: 3 clusters Score -318297.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -318303.718750 Penalty: 2547.717773
	Iteration 19Q: 3 clusters Score -318303.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -318307.906250 Penalty: 2547.717773
	Iteration 20F: 3 clusters Score -318307.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -318312.687500 Penalty: 2547.717773
	Iteration 21Q: 3 clusters Score -318312.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -318313.593750 Penalty: 2547.717773
	Iteration 22Q: 3 clusters Score -318313.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -318313.812500 Penalty: 2547.717773
	Iteration 23Q: 3 clusters Score -318313.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -318313.812500 Penalty: 2547.717773
	Iteration 24F: 3 clusters Score -318313.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (11812 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11812 members 
Entering Unmasked Estep 
Score: -1372583.250000 Penalty: 1523.741577
	Iteration 0F: 2 clusters Score -1372583 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5876 members 
Mstep: Class 2 contains 5936 members 
Entering Unmasked Estep 
Score: -1364410.125000 Penalty: 3047.483154
	Iteration 0F: 3 clusters Score -1364410 nChanged 5098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5770 members 
Mstep: Class 2 contains 6042 members 
Entering Unmasked Estep 
Score: -1367540.875000 Penalty: 3047.483154
	Iteration 1F: 3 clusters Score -1367541 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5752 members 
Mstep: Class 2 contains 6060 members 
Entering Unmasked Estep 
Score: -1368146.125000 Penalty: 3047.483154
	Iteration 2F: 3 clusters Score -1368146 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5711 members 
Mstep: Class 2 contains 6101 members 
Entering Unmasked Estep 
Score: -1368763.500000 Penalty: 3047.483154
	Iteration 3F: 3 clusters Score -1368764 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5699 members 
Mstep: Class 2 contains 6113 members 
Entering Unmasked Estep 
Score: -1369382.500000 Penalty: 3047.483154
	Iteration 4F: 3 clusters Score -1369382 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5753 members 
Mstep: Class 2 contains 6059 members 
Entering Unmasked Estep 
Score: -1369895.875000 Penalty: 3047.483154
	Iteration 5F: 3 clusters Score -1369896 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5831 members 
Mstep: Class 2 contains 5981 members 
Entering Unmasked Estep 
Score: -1370286.875000 Penalty: 3047.483154
	Iteration 6F: 3 clusters Score -1370287 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5914 members 
Mstep: Class 2 contains 5898 members 
Entering Unmasked Estep 
Score: -1370498.250000 Penalty: 3047.483154
	Iteration 7Q: 3 clusters Score -1370498 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5988 members 
Mstep: Class 2 contains 5824 members 
Entering Unmasked Estep 
Score: -1370626.500000 Penalty: 3047.483154
	Iteration 8Q: 3 clusters Score -1370626 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6073 members 
Mstep: Class 2 contains 5739 members 
Entering Unmasked Estep 
Score: -1370718.875000 Penalty: 3047.483154
	Iteration 9Q: 3 clusters Score -1370719 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6144 members 
Mstep: Class 2 contains 5668 members 
Entering Unmasked Estep 
Score: -1370795.250000 Penalty: 3047.483154
	Iteration 10Q: 3 clusters Score -1370795 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6219 members 
Mstep: Class 2 contains 5593 members 
Entering Unmasked Estep 
Score: -1370857.375000 Penalty: 3047.483154
	Iteration 11Q: 3 clusters Score -1370857 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6318 members 
Mstep: Class 2 contains 5494 members 
Entering Unmasked Estep 
Score: -1370912.875000 Penalty: 3047.483154
	Iteration 12Q: 3 clusters Score -1370913 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6428 members 
Mstep: Class 2 contains 5384 members 
Entering Unmasked Estep 
Score: -1370963.750000 Penalty: 3047.483154
	Iteration 13Q: 3 clusters Score -1370964 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6558 members 
Mstep: Class 2 contains 5254 members 
Entering Unmasked Estep 
Score: -1371020.000000 Penalty: 3047.483154
	Iteration 14Q: 3 clusters Score -1371020 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6676 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -1371062.500000 Penalty: 3047.483154
	Iteration 15Q: 3 clusters Score -1371062 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6780 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -1371108.250000 Penalty: 3047.483154
	Iteration 16Q: 3 clusters Score -1371108 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6897 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -1371168.125000 Penalty: 3047.483154
	Iteration 17Q: 3 clusters Score -1371168 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7020 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -1371225.250000 Penalty: 3047.483154
	Iteration 18Q: 3 clusters Score -1371225 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7131 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -1371261.250000 Penalty: 3047.483154
	Iteration 19Q: 3 clusters Score -1371261 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7235 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -1371295.875000 Penalty: 3047.483154
	Iteration 20F: 3 clusters Score -1371296 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7333 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -1371327.750000 Penalty: 3047.483154
	Iteration 21Q: 3 clusters Score -1371328 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7425 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -1371355.500000 Penalty: 3047.483154
	Iteration 22Q: 3 clusters Score -1371356 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7511 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -1371386.000000 Penalty: 3047.483154
	Iteration 23Q: 3 clusters Score -1371386 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7602 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -1371410.000000 Penalty: 3047.483154
	Iteration 24Q: 3 clusters Score -1371410 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7702 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -1371435.000000 Penalty: 3047.483154
	Iteration 25Q: 3 clusters Score -1371435 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7786 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -1371454.000000 Penalty: 3047.483154
	Iteration 26Q: 3 clusters Score -1371454 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7880 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -1371478.750000 Penalty: 3047.483154
	Iteration 27Q: 3 clusters Score -1371479 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7963 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -1371502.750000 Penalty: 3047.483154
	Iteration 28Q: 3 clusters Score -1371503 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8040 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -1371517.625000 Penalty: 3047.483154
	Iteration 29Q: 3 clusters Score -1371518 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8103 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -1371535.250000 Penalty: 3047.483154
	Iteration 30Q: 3 clusters Score -1371535 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8148 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -1371544.750000 Penalty: 3047.483154
	Iteration 31Q: 3 clusters Score -1371545 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8192 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -1371553.125000 Penalty: 3047.483154
	Iteration 32Q: 3 clusters Score -1371553 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8232 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -1371561.125000 Penalty: 3047.483154
	Iteration 33Q: 3 clusters Score -1371561 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8267 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -1371566.500000 Penalty: 3047.483154
	Iteration 34Q: 3 clusters Score -1371566 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8295 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -1371570.875000 Penalty: 3047.483154
	Iteration 35Q: 3 clusters Score -1371571 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8327 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -1371578.500000 Penalty: 3047.483154
	Iteration 36Q: 3 clusters Score -1371578 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8361 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -1371586.000000 Penalty: 3047.483154
	Iteration 37Q: 3 clusters Score -1371586 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8392 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -1371589.000000 Penalty: 3047.483154
	Iteration 38Q: 3 clusters Score -1371589 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8408 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -1371591.750000 Penalty: 3047.483154
	Iteration 39Q: 3 clusters Score -1371592 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8420 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -1371594.875000 Penalty: 3047.483154
	Iteration 40F: 3 clusters Score -1371595 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8433 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -1371594.750000 Penalty: 3047.483154
	Iteration 41Q: 3 clusters Score -1371595 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8443 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -1371596.750000 Penalty: 3047.483154
	Iteration 42Q: 3 clusters Score -1371597 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8454 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -1371596.500000 Penalty: 3047.483154
	Iteration 43Q: 3 clusters Score -1371596 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8470 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -1371601.250000 Penalty: 3047.483154
	Iteration 44Q: 3 clusters Score -1371601 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8489 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -1371606.250000 Penalty: 3047.483154
	Iteration 45Q: 3 clusters Score -1371606 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8508 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -1371610.625000 Penalty: 3047.483154
	Iteration 46Q: 3 clusters Score -1371611 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8527 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -1371614.000000 Penalty: 3047.483154
	Iteration 47Q: 3 clusters Score -1371614 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8548 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -1371613.500000 Penalty: 3047.483154
	Iteration 48Q: 3 clusters Score -1371614 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8565 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -1371616.875000 Penalty: 3047.483154
	Iteration 49Q: 3 clusters Score -1371617 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8581 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -1371620.000000 Penalty: 3047.483154
	Iteration 50Q: 3 clusters Score -1371620 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8591 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -1371620.625000 Penalty: 3047.483154
	Iteration 51Q: 3 clusters Score -1371621 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8599 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -1371620.875000 Penalty: 3047.483154
	Iteration 52Q: 3 clusters Score -1371621 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8603 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -1371621.000000 Penalty: 3047.483154
	Iteration 53Q: 3 clusters Score -1371621 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8611 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -1371619.750000 Penalty: 3047.483154
	Iteration 54Q: 3 clusters Score -1371620 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8619 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -1371620.125000 Penalty: 3047.483154
	Iteration 55Q: 3 clusters Score -1371620 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8625 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -1371622.500000 Penalty: 3047.483154
	Iteration 56Q: 3 clusters Score -1371622 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8632 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -1371622.500000 Penalty: 3047.483154
	Iteration 57Q: 3 clusters Score -1371622 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8643 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -1371626.500000 Penalty: 3047.483154
	Iteration 58Q: 3 clusters Score -1371626 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8651 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -1371623.500000 Penalty: 3047.483154
	Iteration 59Q: 3 clusters Score -1371624 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8658 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -1371625.250000 Penalty: 3047.483154
	Iteration 60F: 3 clusters Score -1371625 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8663 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -1371625.125000 Penalty: 3047.483154
	Iteration 61Q: 3 clusters Score -1371625 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8669 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -1371627.125000 Penalty: 3047.483154
	Iteration 62Q: 3 clusters Score -1371627 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8678 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -1371626.750000 Penalty: 3047.483154
	Iteration 63Q: 3 clusters Score -1371627 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8689 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -1371624.000000 Penalty: 3047.483154
	Iteration 64Q: 3 clusters Score -1371624 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8700 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -1371627.000000 Penalty: 3047.483154
	Iteration 65Q: 3 clusters Score -1371627 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8712 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -1371631.750000 Penalty: 3047.483154
	Iteration 66Q: 3 clusters Score -1371632 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8725 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -1371633.625000 Penalty: 3047.483154
	Iteration 67Q: 3 clusters Score -1371634 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8744 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -1371635.125000 Penalty: 3047.483154
	Iteration 68Q: 3 clusters Score -1371635 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8761 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -1371639.375000 Penalty: 3047.483154
	Iteration 69Q: 3 clusters Score -1371639 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8775 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -1371641.375000 Penalty: 3047.483154
	Iteration 70Q: 3 clusters Score -1371641 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8799 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -1371641.000000 Penalty: 3047.483154
	Iteration 71Q: 3 clusters Score -1371641 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8813 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -1371644.125000 Penalty: 3047.483154
	Iteration 72Q: 3 clusters Score -1371644 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8820 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -1371648.125000 Penalty: 3047.483154
	Iteration 73Q: 3 clusters Score -1371648 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8831 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -1371650.625000 Penalty: 3047.483154
	Iteration 74Q: 3 clusters Score -1371651 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8843 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -1371652.125000 Penalty: 3047.483154
	Iteration 75Q: 3 clusters Score -1371652 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8850 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -1371651.625000 Penalty: 3047.483154
	Iteration 76Q: 3 clusters Score -1371652 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8856 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -1371652.625000 Penalty: 3047.483154
	Iteration 77Q: 3 clusters Score -1371653 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8862 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -1371652.250000 Penalty: 3047.483154
	Iteration 78Q: 3 clusters Score -1371652 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8872 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -1371653.500000 Penalty: 3047.483154
	Iteration 79Q: 3 clusters Score -1371654 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8885 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -1371657.250000 Penalty: 3047.483154
	Iteration 80F: 3 clusters Score -1371657 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8893 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -1371655.750000 Penalty: 3047.483154
	Iteration 81Q: 3 clusters Score -1371656 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8899 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -1371658.125000 Penalty: 3047.483154
	Iteration 82Q: 3 clusters Score -1371658 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8906 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -1371659.750000 Penalty: 3047.483154
	Iteration 83Q: 3 clusters Score -1371660 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8912 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -1371660.250000 Penalty: 3047.483154
	Iteration 84Q: 3 clusters Score -1371660 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8922 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -1371660.875000 Penalty: 3047.483154
	Iteration 85Q: 3 clusters Score -1371661 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8932 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -1371660.000000 Penalty: 3047.483154
	Iteration 86Q: 3 clusters Score -1371660 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8941 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -1371661.000000 Penalty: 3047.483154
	Iteration 87Q: 3 clusters Score -1371661 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8951 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -1371663.625000 Penalty: 3047.483154
	Iteration 88Q: 3 clusters Score -1371664 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8963 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -1371669.250000 Penalty: 3047.483154
	Iteration 89Q: 3 clusters Score -1371669 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8977 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -1371673.125000 Penalty: 3047.483154
	Iteration 90Q: 3 clusters Score -1371673 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8989 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -1371673.000000 Penalty: 3047.483154
	Iteration 91Q: 3 clusters Score -1371673 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9004 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -1371671.250000 Penalty: 3047.483154
	Iteration 92Q: 3 clusters Score -1371671 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9016 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -1371674.750000 Penalty: 3047.483154
	Iteration 93Q: 3 clusters Score -1371675 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9029 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -1371675.375000 Penalty: 3047.483154
	Iteration 94Q: 3 clusters Score -1371675 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9034 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -1371675.875000 Penalty: 3047.483154
	Iteration 95Q: 3 clusters Score -1371676 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9037 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -1371676.125000 Penalty: 3047.483154
	Iteration 96Q: 3 clusters Score -1371676 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9041 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -1371676.625000 Penalty: 3047.483154
	Iteration 97Q: 3 clusters Score -1371677 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9044 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -1371678.500000 Penalty: 3047.483154
	Iteration 98Q: 3 clusters Score -1371678 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9047 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -1371678.250000 Penalty: 3047.483154
	Iteration 99Q: 3 clusters Score -1371678 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9049 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -1371677.500000 Penalty: 3047.483154
	Iteration 100F: 3 clusters Score -1371678 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (17563 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17563 members 
Entering Unmasked Estep 
Score: -2053884.000000 Penalty: 1588.201904
	Iteration 0F: 2 clusters Score -2053884 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8831 members 
Mstep: Class 2 contains 8732 members 
Entering Unmasked Estep 
Score: -2041755.625000 Penalty: 3176.403809
	Iteration 0F: 3 clusters Score -2041756 nChanged 7968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8843 members 
Mstep: Class 2 contains 8720 members 
Entering Unmasked Estep 
Score: -2046337.500000 Penalty: 3176.403809
	Iteration 1F: 3 clusters Score -2046338 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8762 members 
Mstep: Class 2 contains 8801 members 
Entering Unmasked Estep 
Score: -2046878.500000 Penalty: 3176.403809
	Iteration 2F: 3 clusters Score -2046878 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8629 members 
Mstep: Class 2 contains 8934 members 
Entering Unmasked Estep 
Score: -2047475.500000 Penalty: 3176.403809
	Iteration 3F: 3 clusters Score -2047476 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8492 members 
Mstep: Class 2 contains 9071 members 
Entering Unmasked Estep 
Score: -2048052.000000 Penalty: 3176.403809
	Iteration 4F: 3 clusters Score -2048052 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8327 members 
Mstep: Class 2 contains 9236 members 
Entering Unmasked Estep 
Score: -2048598.125000 Penalty: 3176.403809
	Iteration 5F: 3 clusters Score -2048598 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8103 members 
Mstep: Class 2 contains 9460 members 
Entering Unmasked Estep 
Score: -2049078.500000 Penalty: 3176.403809
	Iteration 6F: 3 clusters Score -2049078 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7848 members 
Mstep: Class 2 contains 9715 members 
Entering Unmasked Estep 
Score: -2049492.625000 Penalty: 3176.403809
	Iteration 7Q: 3 clusters Score -2049493 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7567 members 
Mstep: Class 2 contains 9996 members 
Entering Unmasked Estep 
Score: -2049821.125000 Penalty: 3176.403809
	Iteration 8Q: 3 clusters Score -2049821 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7269 members 
Mstep: Class 2 contains 10294 members 
Entering Unmasked Estep 
Score: -2050144.250000 Penalty: 3176.403809
	Iteration 9Q: 3 clusters Score -2050144 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6929 members 
Mstep: Class 2 contains 10634 members 
Entering Unmasked Estep 
Score: -2050445.250000 Penalty: 3176.403809
	Iteration 10Q: 3 clusters Score -2050445 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6604 members 
Mstep: Class 2 contains 10959 members 
Entering Unmasked Estep 
Score: -2050762.750000 Penalty: 3176.403809
	Iteration 11Q: 3 clusters Score -2050763 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6273 members 
Mstep: Class 2 contains 11290 members 
Entering Unmasked Estep 
Score: -2051047.125000 Penalty: 3176.403809
	Iteration 12Q: 3 clusters Score -2051047 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5917 members 
Mstep: Class 2 contains 11646 members 
Entering Unmasked Estep 
Score: -2051296.750000 Penalty: 3176.403809
	Iteration 13Q: 3 clusters Score -2051297 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 12029 members 
Entering Unmasked Estep 
Score: -2051520.500000 Penalty: 3176.403809
	Iteration 14Q: 3 clusters Score -2051520 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5154 members 
Mstep: Class 2 contains 12409 members 
Entering Unmasked Estep 
Score: -2051718.875000 Penalty: 3176.403809
	Iteration 15Q: 3 clusters Score -2051719 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 12772 members 
Entering Unmasked Estep 
Score: -2051893.875000 Penalty: 3176.403809
	Iteration 16Q: 3 clusters Score -2051894 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 13146 members 
Entering Unmasked Estep 
Score: -2052080.250000 Penalty: 3176.403809
	Iteration 17Q: 3 clusters Score -2052080 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 13461 members 
Entering Unmasked Estep 
Score: -2052215.500000 Penalty: 3176.403809
	Iteration 18Q: 3 clusters Score -2052216 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 13761 members 
Entering Unmasked Estep 
Score: -2052345.375000 Penalty: 3176.403809
	Iteration 19Q: 3 clusters Score -2052345 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 14050 members 
Entering Unmasked Estep 
Score: -2052489.625000 Penalty: 3176.403809
	Iteration 20F: 3 clusters Score -2052490 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 14312 members 
Entering Unmasked Estep 
Score: -2052600.500000 Penalty: 3176.403809
	Iteration 21Q: 3 clusters Score -2052600 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 14570 members 
Entering Unmasked Estep 
Score: -2052730.750000 Penalty: 3176.403809
	Iteration 22Q: 3 clusters Score -2052731 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 14810 members 
Entering Unmasked Estep 
Score: -2052879.500000 Penalty: 3176.403809
	Iteration 23Q: 3 clusters Score -2052880 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 15020 members 
Entering Unmasked Estep 
Score: -2052999.375000 Penalty: 3176.403809
	Iteration 24Q: 3 clusters Score -2052999 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 15199 members 
Entering Unmasked Estep 
Score: -2053093.375000 Penalty: 3176.403809
	Iteration 25Q: 3 clusters Score -2053093 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 15363 members 
Entering Unmasked Estep 
Score: -2053191.375000 Penalty: 3176.403809
	Iteration 26Q: 3 clusters Score -2053191 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 15507 members 
Entering Unmasked Estep 
Score: -2053287.000000 Penalty: 3176.403809
	Iteration 27Q: 3 clusters Score -2053287 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 15651 members 
Entering Unmasked Estep 
Score: -2053367.125000 Penalty: 3176.403809
	Iteration 28Q: 3 clusters Score -2053367 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 15767 members 
Entering Unmasked Estep 
Score: -2053438.125000 Penalty: 3176.403809
	Iteration 29Q: 3 clusters Score -2053438 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 15856 members 
Entering Unmasked Estep 
Score: -2053499.500000 Penalty: 3176.403809
	Iteration 30Q: 3 clusters Score -2053500 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 15924 members 
Entering Unmasked Estep 
Score: -2053544.500000 Penalty: 3176.403809
	Iteration 31Q: 3 clusters Score -2053544 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 15962 members 
Entering Unmasked Estep 
Score: -2053571.250000 Penalty: 3176.403809
	Iteration 32Q: 3 clusters Score -2053571 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 16002 members 
Entering Unmasked Estep 
Score: -2053593.500000 Penalty: 3176.403809
	Iteration 33Q: 3 clusters Score -2053594 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 16045 members 
Entering Unmasked Estep 
Score: -2053607.625000 Penalty: 3176.403809
	Iteration 34Q: 3 clusters Score -2053608 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 16074 members 
Entering Unmasked Estep 
Score: -2053614.625000 Penalty: 3176.403809
	Iteration 35Q: 3 clusters Score -2053615 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 16091 members 
Entering Unmasked Estep 
Score: -2053620.500000 Penalty: 3176.403809
	Iteration 36Q: 3 clusters Score -2053620 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 16104 members 
Entering Unmasked Estep 
Score: -2053624.250000 Penalty: 3176.403809
	Iteration 37Q: 3 clusters Score -2053624 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 16114 members 
Entering Unmasked Estep 
Score: -2053629.125000 Penalty: 3176.403809
	Iteration 38Q: 3 clusters Score -2053629 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 16124 members 
Entering Unmasked Estep 
Score: -2053631.125000 Penalty: 3176.403809
	Iteration 39Q: 3 clusters Score -2053631 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 16134 members 
Entering Unmasked Estep 
Score: -2053636.875000 Penalty: 3176.403809
	Iteration 40F: 3 clusters Score -2053637 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 16145 members 
Entering Unmasked Estep 
Score: -2053642.625000 Penalty: 3176.403809
	Iteration 41Q: 3 clusters Score -2053643 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 16156 members 
Entering Unmasked Estep 
Score: -2053644.000000 Penalty: 3176.403809
	Iteration 42Q: 3 clusters Score -2053644 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 16165 members 
Entering Unmasked Estep 
Score: -2053640.375000 Penalty: 3176.403809
	Iteration 43Q: 3 clusters Score -2053640 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 16169 members 
Entering Unmasked Estep 
Score: -2053644.250000 Penalty: 3176.403809
	Iteration 44Q: 3 clusters Score -2053644 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 16175 members 
Entering Unmasked Estep 
Score: -2053646.875000 Penalty: 3176.403809
	Iteration 45Q: 3 clusters Score -2053647 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 16178 members 
Entering Unmasked Estep 
Score: -2053646.875000 Penalty: 3176.403809
	Iteration 46Q: 3 clusters Score -2053647 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 16184 members 
Entering Unmasked Estep 
Score: -2053647.125000 Penalty: 3176.403809
	Iteration 47Q: 3 clusters Score -2053647 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 16189 members 
Entering Unmasked Estep 
Score: -2053650.500000 Penalty: 3176.403809
	Iteration 48Q: 3 clusters Score -2053650 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 16196 members 
Entering Unmasked Estep 
Score: -2053651.125000 Penalty: 3176.403809
	Iteration 49Q: 3 clusters Score -2053651 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 16201 members 
Entering Unmasked Estep 
Score: -2053655.625000 Penalty: 3176.403809
	Iteration 50Q: 3 clusters Score -2053656 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 16206 members 
Entering Unmasked Estep 
Score: -2053654.875000 Penalty: 3176.403809
	Iteration 51Q: 3 clusters Score -2053655 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 16207 members 
Entering Unmasked Estep 
Score: -2053655.375000 Penalty: 3176.403809
	Iteration 52Q: 3 clusters Score -2053655 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 16210 members 
Entering Unmasked Estep 
Score: -2053653.875000 Penalty: 3176.403809
	Iteration 53Q: 3 clusters Score -2053654 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 16210 members 
Entering Unmasked Estep 
Score: -2053653.875000 Penalty: 3176.403809
	Iteration 54F: 3 clusters Score -2053654 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (12799 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12799 members 
Entering Unmasked Estep 
Score: -1618917.000000 Penalty: 1536.782471
	Iteration 0F: 2 clusters Score -1618917 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6477 members 
Mstep: Class 2 contains 6322 members 
Entering Unmasked Estep 
Score: -1610100.500000 Penalty: 3073.564941
	Iteration 0F: 3 clusters Score -1610100 nChanged 5557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6734 members 
Mstep: Class 2 contains 6065 members 
Entering Unmasked Estep 
Score: -1613141.375000 Penalty: 3073.564941
	Iteration 1F: 3 clusters Score -1613141 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6817 members 
Mstep: Class 2 contains 5982 members 
Entering Unmasked Estep 
Score: -1613446.125000 Penalty: 3073.564941
	Iteration 2F: 3 clusters Score -1613446 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6926 members 
Mstep: Class 2 contains 5873 members 
Entering Unmasked Estep 
Score: -1613676.000000 Penalty: 3073.564941
	Iteration 3Q: 3 clusters Score -1613676 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7096 members 
Mstep: Class 2 contains 5703 members 
Entering Unmasked Estep 
Score: -1613925.125000 Penalty: 3073.564941
	Iteration 4Q: 3 clusters Score -1613925 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7310 members 
Mstep: Class 2 contains 5489 members 
Entering Unmasked Estep 
Score: -1614196.250000 Penalty: 3073.564941
	Iteration 5Q: 3 clusters Score -1614196 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7565 members 
Mstep: Class 2 contains 5234 members 
Entering Unmasked Estep 
Score: -1614494.250000 Penalty: 3073.564941
	Iteration 6Q: 3 clusters Score -1614494 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7863 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -1614803.000000 Penalty: 3073.564941
	Iteration 7Q: 3 clusters Score -1614803 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8159 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -1615096.000000 Penalty: 3073.564941
	Iteration 8Q: 3 clusters Score -1615096 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8436 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -1615413.625000 Penalty: 3073.564941
	Iteration 9Q: 3 clusters Score -1615414 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8705 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -1615720.750000 Penalty: 3073.564941
	Iteration 10Q: 3 clusters Score -1615721 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8970 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -1616029.375000 Penalty: 3073.564941
	Iteration 11Q: 3 clusters Score -1616029 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9205 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -1616284.000000 Penalty: 3073.564941
	Iteration 12Q: 3 clusters Score -1616284 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9401 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -1616481.000000 Penalty: 3073.564941
	Iteration 13Q: 3 clusters Score -1616481 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9533 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -1616600.250000 Penalty: 3073.564941
	Iteration 14Q: 3 clusters Score -1616600 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9659 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -1616665.750000 Penalty: 3073.564941
	Iteration 15Q: 3 clusters Score -1616666 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9764 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -1616718.000000 Penalty: 3073.564941
	Iteration 16Q: 3 clusters Score -1616718 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9837 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -1616747.000000 Penalty: 3073.564941
	Iteration 17Q: 3 clusters Score -1616747 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9912 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -1616771.750000 Penalty: 3073.564941
	Iteration 18Q: 3 clusters Score -1616772 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9982 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -1616792.125000 Penalty: 3073.564941
	Iteration 19Q: 3 clusters Score -1616792 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10030 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -1616814.000000 Penalty: 3073.564941
	Iteration 20F: 3 clusters Score -1616814 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10084 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -1616827.250000 Penalty: 3073.564941
	Iteration 21Q: 3 clusters Score -1616827 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10125 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -1616845.875000 Penalty: 3073.564941
	Iteration 22Q: 3 clusters Score -1616846 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10168 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -1616863.875000 Penalty: 3073.564941
	Iteration 23Q: 3 clusters Score -1616864 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10211 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -1616877.625000 Penalty: 3073.564941
	Iteration 24Q: 3 clusters Score -1616878 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10262 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -1616892.750000 Penalty: 3073.564941
	Iteration 25Q: 3 clusters Score -1616893 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10306 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -1616914.625000 Penalty: 3073.564941
	Iteration 26Q: 3 clusters Score -1616915 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10351 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -1616930.625000 Penalty: 3073.564941
	Iteration 27Q: 3 clusters Score -1616931 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10402 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -1616951.500000 Penalty: 3073.564941
	Iteration 28Q: 3 clusters Score -1616952 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10454 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -1616981.000000 Penalty: 3073.564941
	Iteration 29Q: 3 clusters Score -1616981 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10506 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -1617012.625000 Penalty: 3073.564941
	Iteration 30Q: 3 clusters Score -1617013 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10572 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -1617048.750000 Penalty: 3073.564941
	Iteration 31Q: 3 clusters Score -1617049 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10650 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -1617100.500000 Penalty: 3073.564941
	Iteration 32Q: 3 clusters Score -1617100 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10730 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -1617152.500000 Penalty: 3073.564941
	Iteration 33Q: 3 clusters Score -1617152 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10803 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -1617197.000000 Penalty: 3073.564941
	Iteration 34Q: 3 clusters Score -1617197 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10873 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -1617248.250000 Penalty: 3073.564941
	Iteration 35Q: 3 clusters Score -1617248 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10946 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -1617310.000000 Penalty: 3073.564941
	Iteration 36Q: 3 clusters Score -1617310 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11010 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -1617373.750000 Penalty: 3073.564941
	Iteration 37Q: 3 clusters Score -1617374 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11065 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -1617430.000000 Penalty: 3073.564941
	Iteration 38Q: 3 clusters Score -1617430 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11095 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -1617496.250000 Penalty: 3073.564941
	Iteration 39Q: 3 clusters Score -1617496 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11116 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -1617540.125000 Penalty: 3073.564941
	Iteration 40F: 3 clusters Score -1617540 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11133 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -1617577.875000 Penalty: 3073.564941
	Iteration 41Q: 3 clusters Score -1617578 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11148 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -1617621.875000 Penalty: 3073.564941
	Iteration 42Q: 3 clusters Score -1617622 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11150 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -1617660.000000 Penalty: 3073.564941
	Iteration 43Q: 3 clusters Score -1617660 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11157 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -1617683.250000 Penalty: 3073.564941
	Iteration 44Q: 3 clusters Score -1617683 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11161 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -1617707.500000 Penalty: 3073.564941
	Iteration 45Q: 3 clusters Score -1617708 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11165 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -1617723.125000 Penalty: 3073.564941
	Iteration 46Q: 3 clusters Score -1617723 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11159 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -1617731.500000 Penalty: 3073.564941
	Iteration 47Q: 3 clusters Score -1617732 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11149 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -1617742.875000 Penalty: 3073.564941
	Iteration 48Q: 3 clusters Score -1617743 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11132 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -1617759.625000 Penalty: 3073.564941
	Iteration 49Q: 3 clusters Score -1617760 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11108 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -1617773.875000 Penalty: 3073.564941
	Iteration 50Q: 3 clusters Score -1617774 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11080 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -1617784.500000 Penalty: 3073.564941
	Iteration 51Q: 3 clusters Score -1617784 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11060 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -1617791.875000 Penalty: 3073.564941
	Iteration 52Q: 3 clusters Score -1617792 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11045 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -1617803.500000 Penalty: 3073.564941
	Iteration 53Q: 3 clusters Score -1617804 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11030 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -1617807.000000 Penalty: 3073.564941
	Iteration 54Q: 3 clusters Score -1617807 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11019 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -1617815.625000 Penalty: 3073.564941
	Iteration 55Q: 3 clusters Score -1617816 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11007 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -1617819.375000 Penalty: 3073.564941
	Iteration 56Q: 3 clusters Score -1617819 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10999 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -1617821.750000 Penalty: 3073.564941
	Iteration 57Q: 3 clusters Score -1617822 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10992 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -1617824.750000 Penalty: 3073.564941
	Iteration 58Q: 3 clusters Score -1617825 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10980 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -1617831.750000 Penalty: 3073.564941
	Iteration 59Q: 3 clusters Score -1617832 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10967 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -1617831.500000 Penalty: 3073.564941
	Iteration 60F: 3 clusters Score -1617832 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10955 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -1617832.125000 Penalty: 3073.564941
	Iteration 61Q: 3 clusters Score -1617832 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10950 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -1617833.125000 Penalty: 3073.564941
	Iteration 62Q: 3 clusters Score -1617833 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10951 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -1617831.500000 Penalty: 3073.564941
	Iteration 63Q: 3 clusters Score -1617832 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10949 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -1617834.375000 Penalty: 3073.564941
	Iteration 64Q: 3 clusters Score -1617834 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10946 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -1617832.750000 Penalty: 3073.564941
	Iteration 65Q: 3 clusters Score -1617833 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10944 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -1617836.625000 Penalty: 3073.564941
	Iteration 66Q: 3 clusters Score -1617837 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10945 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -1617836.375000 Penalty: 3073.564941
	Iteration 67Q: 3 clusters Score -1617836 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10945 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -1617837.375000 Penalty: 3073.564941
	Iteration 68Q: 3 clusters Score -1617837 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10945 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -1617837.375000 Penalty: 3073.564941
	Iteration 69F: 3 clusters Score -1617837 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (685 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Entering Unmasked Estep 
Score: -85209.859375 Penalty: 1061.030518
	Iteration 0F: 2 clusters Score -85209.86 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 329 members 
Entering Unmasked Estep 
Score: -83967.398438 Penalty: 2122.061035
	Iteration 0F: 3 clusters Score -83967.4 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -84157.859375 Penalty: 2122.061035
	Iteration 1F: 3 clusters Score -84157.86 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -84219.914062 Penalty: 2122.061035
	Iteration 2F: 3 clusters Score -84219.91 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -84255.546875 Penalty: 2122.061035
	Iteration 3Q: 3 clusters Score -84255.55 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -84276.273438 Penalty: 2122.061035
	Iteration 4Q: 3 clusters Score -84276.27 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -84295.046875 Penalty: 2122.061035
	Iteration 5Q: 3 clusters Score -84295.05 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -84302.898438 Penalty: 2122.061035
	Iteration 6Q: 3 clusters Score -84302.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -84309.046875 Penalty: 2122.061035
	Iteration 7Q: 3 clusters Score -84309.05 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -84316.617188 Penalty: 2122.061035
	Iteration 8Q: 3 clusters Score -84316.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -84321.078125 Penalty: 2122.061035
	Iteration 9Q: 3 clusters Score -84321.08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -84325.820312 Penalty: 2122.061035
	Iteration 10Q: 3 clusters Score -84325.82 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -84337.242188 Penalty: 2122.061035
	Iteration 11Q: 3 clusters Score -84337.24 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -84339.898438 Penalty: 2122.061035
	Iteration 12Q: 3 clusters Score -84339.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -84341.929688 Penalty: 2122.061035
	Iteration 13Q: 3 clusters Score -84341.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -84343.875000 Penalty: 2122.061035
	Iteration 14Q: 3 clusters Score -84343.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -84343.875000 Penalty: 2122.061035
	Iteration 15F: 3 clusters Score -84343.88 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (2170 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Entering Unmasked Estep 
Score: -249781.421875 Penalty: 1248.403320
	Iteration 0F: 2 clusters Score -249781.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -247742.468750 Penalty: 2496.806641
	Iteration 0F: 3 clusters Score -247742.5 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -248777.531250 Penalty: 2496.806641
	Iteration 1F: 3 clusters Score -248777.5 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -249451.906250 Penalty: 2496.806641
	Iteration 2F: 3 clusters Score -249451.9 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -249922.968750 Penalty: 2496.806641
	Iteration 3F: 3 clusters Score -249923 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -250079.890625 Penalty: 2496.806641
	Iteration 4F: 3 clusters Score -250079.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -250140.031250 Penalty: 2496.806641
	Iteration 5Q: 3 clusters Score -250140 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -250176.437500 Penalty: 2496.806641
	Iteration 6Q: 3 clusters Score -250176.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -250194.625000 Penalty: 2496.806641
	Iteration 7Q: 3 clusters Score -250194.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -250209.593750 Penalty: 2496.806641
	Iteration 8Q: 3 clusters Score -250209.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -250220.468750 Penalty: 2496.806641
	Iteration 9Q: 3 clusters Score -250220.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -250227.265625 Penalty: 2496.806641
	Iteration 10Q: 3 clusters Score -250227.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -250229.609375 Penalty: 2496.806641
	Iteration 11Q: 3 clusters Score -250229.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -250229.812500 Penalty: 2496.806641
	Iteration 12Q: 3 clusters Score -250229.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -250229.812500 Penalty: 2496.806641
	Iteration 13F: 3 clusters Score -250229.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 13535 members 
Mstep: Class 2 contains 27262 members 
Mstep: Class 3 contains 50595 members 
Mstep: Class 4 contains 7976 members 
Mstep: Class 5 contains 4395 members 
Mstep: Class 6 contains 3996 members 
Mstep: Class 7 contains 74541 members 
Mstep: Class 8 contains 16424 members 
Mstep: Class 9 contains 21831 members 
Mstep: Class 10 contains 33606 members 
Mstep: Class 11 contains 44603 members 
Mstep: Class 12 contains 12390 members 
Mstep: Class 13 contains 17315 members 
Mstep: Class 14 contains 17917 members 
Mstep: Class 15 contains 466 members 
Mstep: Class 16 contains 8542 members 
Mstep: Class 17 contains 6273 members 
Mstep: Class 18 contains 2847 members 
Mstep: Class 19 contains 3258 members 
Mstep: Class 20 contains 33096 members 
Mstep: Class 21 contains 13565 members 
Mstep: Class 22 contains 25882 members 
Mstep: Class 23 contains 4867 members 
Mstep: Class 24 contains 33669 members 
Mstep: Class 25 contains 2495 members 
Mstep: Class 26 contains 9787 members 
Mstep: Class 27 contains 4439 members 
Mstep: Class 28 contains 38254 members 
Mstep: Class 29 contains 4547 members 
Mstep: Class 30 contains 1825 members 
Mstep: Class 31 contains 3317 members 
Mstep: Class 32 contains 987 members 
Mstep: Class 33 contains 16677 members 
Mstep: Class 34 contains 3062 members 
Mstep: Class 35 contains 147949 members 
Mstep: Class 36 contains 11545 members 
Mstep: Class 37 contains 1761 members 
Mstep: Class 38 contains 22607 members 
Mstep: Class 39 contains 2538 members 
Mstep: Class 40 contains 22958 members 
Mstep: Class 41 contains 11812 members 
Mstep: Class 42 contains 17563 members 
Mstep: Class 43 contains 12799 members 
Mstep: Class 44 contains 685 members 
Mstep: Class 45 contains 766 members 
Mstep: Class 46 contains 1946 members 
Mstep: Class 47 contains 1404 members 
Entering Unmasked Estep 
Score: -100302384.000000 Penalty: 104006.164062
Splitting cluster 45 changes total score from -100302608.000000 to -100302384.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 46 (1946 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Entering Unmasked Estep 
Score: -241124.171875 Penalty: 1230.698853
	Iteration 0F: 2 clusters Score -241124.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -239104.484375 Penalty: 2461.397705
	Iteration 0F: 3 clusters Score -239104.5 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -239620.093750 Penalty: 2461.397705
	Iteration 1F: 3 clusters Score -239620.1 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -239757.546875 Penalty: 2461.397705
	Iteration 2F: 3 clusters Score -239757.5 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -239860.828125 Penalty: 2461.397705
	Iteration 3F: 3 clusters Score -239860.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -239943.562500 Penalty: 2461.397705
	Iteration 4Q: 3 clusters Score -239943.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -240034.640625 Penalty: 2461.397705
	Iteration 5Q: 3 clusters Score -240034.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -240100.406250 Penalty: 2461.397705
	Iteration 6Q: 3 clusters Score -240100.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -240136.093750 Penalty: 2461.397705
	Iteration 7Q: 3 clusters Score -240136.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -240169.359375 Penalty: 2461.397705
	Iteration 8Q: 3 clusters Score -240169.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -240206.046875 Penalty: 2461.397705
	Iteration 9Q: 3 clusters Score -240206 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -240239.937500 Penalty: 2461.397705
	Iteration 10Q: 3 clusters Score -240239.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -240257.984375 Penalty: 2461.397705
	Iteration 11Q: 3 clusters Score -240258 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -240269.671875 Penalty: 2461.397705
	Iteration 12Q: 3 clusters Score -240269.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -240277.093750 Penalty: 2461.397705
	Iteration 13Q: 3 clusters Score -240277.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -240280.687500 Penalty: 2461.397705
	Iteration 14Q: 3 clusters Score -240280.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -240284.453125 Penalty: 2461.397705
	Iteration 15Q: 3 clusters Score -240284.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -240288.781250 Penalty: 2461.397705
	Iteration 16Q: 3 clusters Score -240288.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -240290.437500 Penalty: 2461.397705
	Iteration 17Q: 3 clusters Score -240290.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -240292.062500 Penalty: 2461.397705
	Iteration 18Q: 3 clusters Score -240292.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -240292.500000 Penalty: 2461.397705
	Iteration 19Q: 3 clusters Score -240292.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -240294.546875 Penalty: 2461.397705
	Iteration 20F: 3 clusters Score -240294.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -240295.781250 Penalty: 2461.397705
	Iteration 21Q: 3 clusters Score -240295.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -240296.468750 Penalty: 2461.397705
	Iteration 22Q: 3 clusters Score -240296.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -240296.468750 Penalty: 2461.397705
	Iteration 23F: 3 clusters Score -240296.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 13535 members 
Mstep: Class 2 contains 27262 members 
Mstep: Class 3 contains 50595 members 
Mstep: Class 4 contains 7976 members 
Mstep: Class 5 contains 4395 members 
Mstep: Class 6 contains 3996 members 
Mstep: Class 7 contains 74541 members 
Mstep: Class 8 contains 16424 members 
Mstep: Class 9 contains 21831 members 
Mstep: Class 10 contains 33606 members 
Mstep: Class 11 contains 44603 members 
Mstep: Class 12 contains 12390 members 
Mstep: Class 13 contains 17315 members 
Mstep: Class 14 contains 17917 members 
Mstep: Class 15 contains 466 members 
Mstep: Class 16 contains 8542 members 
Mstep: Class 17 contains 6273 members 
Mstep: Class 18 contains 2847 members 
Mstep: Class 19 contains 3258 members 
Mstep: Class 20 contains 33096 members 
Mstep: Class 21 contains 13565 members 
Mstep: Class 22 contains 25882 members 
Mstep: Class 23 contains 4867 members 
Mstep: Class 24 contains 33669 members 
Mstep: Class 25 contains 2495 members 
Mstep: Class 26 contains 9787 members 
Mstep: Class 27 contains 4439 members 
Mstep: Class 28 contains 38254 members 
Mstep: Class 29 contains 4547 members 
Mstep: Class 30 contains 1825 members 
Mstep: Class 31 contains 3317 members 
Mstep: Class 32 contains 987 members 
Mstep: Class 33 contains 16677 members 
Mstep: Class 34 contains 3062 members 
Mstep: Class 35 contains 147949 members 
Mstep: Class 36 contains 11545 members 
Mstep: Class 37 contains 1761 members 
Mstep: Class 38 contains 22607 members 
Mstep: Class 39 contains 2538 members 
Mstep: Class 41 contains 11812 members 
Mstep: Class 42 contains 17563 members 
Mstep: Class 43 contains 12799 members 
Mstep: Class 44 contains 685 members 
Mstep: Class 45 contains 2170 members 
Mstep: Class 46 contains 1946 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100304360.000000 Penalty: 101793.265625
Iteration 199Q: 47 clusters Score -1.003044e+08 nChanged 2598
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 13535 members 
Mstep: Class 2 contains 26647 members 
Mstep: Class 3 contains 50675 members 
Mstep: Class 4 contains 8070 members 
Mstep: Class 5 contains 4396 members 
Mstep: Class 6 contains 3998 members 
Mstep: Class 7 contains 74922 members 
Mstep: Class 8 contains 16424 members 
Mstep: Class 9 contains 21831 members 
Mstep: Class 10 contains 33606 members 
Mstep: Class 11 contains 44617 members 
Mstep: Class 12 contains 12390 members 
Mstep: Class 13 contains 17327 members 
Mstep: Class 14 contains 17919 members 
Mstep: Class 15 contains 466 members 
Mstep: Class 16 contains 8541 members 
Mstep: Class 17 contains 6273 members 
Mstep: Class 18 contains 2851 members 
Mstep: Class 19 contains 3258 members 
Mstep: Class 20 contains 33096 members 
Mstep: Class 21 contains 13897 members 
Mstep: Class 22 contains 26021 members 
Mstep: Class 23 contains 4936 members 
Mstep: Class 24 contains 33682 members 
Mstep: Class 25 contains 2495 members 
Mstep: Class 26 contains 9789 members 
Mstep: Class 27 contains 4454 members 
Mstep: Class 28 contains 38296 members 
Mstep: Class 29 contains 4547 members 
Mstep: Class 30 contains 1825 members 
Mstep: Class 31 contains 3319 members 
Mstep: Class 32 contains 987 members 
Mstep: Class 33 contains 16685 members 
Mstep: Class 34 contains 3062 members 
Mstep: Class 35 contains 147949 members 
Mstep: Class 36 contains 11547 members 
Mstep: Class 37 contains 1761 members 
Mstep: Class 38 contains 22607 members 
Mstep: Class 39 contains 2538 members 
Mstep: Class 40 contains 22279 members 
Mstep: Class 41 contains 11812 members 
Mstep: Class 42 contains 17620 members 
Mstep: Class 43 contains 12823 members 
Mstep: Class 44 contains 685 members 
Mstep: Class 45 contains 2170 members 
Mstep: Class 46 contains 1946 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100305760.000000 Penalty: 101793.265625
Iteration 200F: 47 clusters Score -1.003058e+08 nChanged 2363
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 13535 members 
Mstep: Class 2 contains 26197 members 
Mstep: Class 3 contains 50382 members 
Mstep: Class 4 contains 8098 members 
Mstep: Class 5 contains 4401 members 
Mstep: Class 6 contains 4000 members 
Mstep: Class 7 contains 75154 members 
Mstep: Class 8 contains 16422 members 
Mstep: Class 9 contains 21831 members 
Mstep: Class 10 contains 33594 members 
Mstep: Class 11 contains 44560 members 
Mstep: Class 12 contains 12390 members 
Mstep: Class 13 contains 17357 members 
Mstep: Class 14 contains 17917 members 
Mstep: Class 15 contains 466 members 
Mstep: Class 16 contains 8538 members 
Mstep: Class 17 contains 6273 members 
Mstep: Class 18 contains 2853 members 
Mstep: Class 19 contains 3258 members 
Mstep: Class 20 contains 33096 members 
Mstep: Class 21 contains 14083 members 
Mstep: Class 22 contains 25903 members 
Mstep: Class 23 contains 4893 members 
Mstep: Class 24 contains 33663 members 
Mstep: Class 25 contains 2495 members 
Mstep: Class 26 contains 9787 members 
Mstep: Class 27 contains 4451 members 
Mstep: Class 28 contains 38199 members 
Mstep: Class 29 contains 4547 members 
Mstep: Class 30 contains 1825 members 
Mstep: Class 31 contains 3319 members 
Mstep: Class 32 contains 987 members 
Mstep: Class 33 contains 16667 members 
Mstep: Class 34 contains 3062 members 
Mstep: Class 35 contains 147945 members 
Mstep: Class 36 contains 11546 members 
Mstep: Class 37 contains 1762 members 
Mstep: Class 38 contains 22607 members 
Mstep: Class 39 contains 2538 members 
Mstep: Class 40 contains 22886 members 
Mstep: Class 41 contains 11810 members 
Mstep: Class 42 contains 17625 members 
Mstep: Class 43 contains 12851 members 
Mstep: Class 44 contains 685 members 
Mstep: Class 45 contains 2170 members 
Mstep: Class 46 contains 1946 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100306080.000000 Penalty: 101793.265625
Iteration 201Q: 47 clusters Score -1.003061e+08 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 13534 members 
Mstep: Class 2 contains 25813 members 
Mstep: Class 3 contains 50127 members 
Mstep: Class 4 contains 8105 members 
Mstep: Class 5 contains 4406 members 
Mstep: Class 6 contains 3997 members 
Mstep: Class 7 contains 75294 members 
Mstep: Class 8 contains 16420 members 
Mstep: Class 9 contains 21832 members 
Mstep: Class 10 contains 33582 members 
Mstep: Class 11 contains 44528 members 
Mstep: Class 12 contains 12390 members 
Mstep: Class 13 contains 17390 members 
Mstep: Class 14 contains 17917 members 
Mstep: Class 15 contains 466 members 
Mstep: Class 16 contains 8533 members 
Mstep: Class 17 contains 6273 members 
Mstep: Class 18 contains 2856 members 
Mstep: Class 19 contains 3259 members 
Mstep: Class 20 contains 33100 members 
Mstep: Class 21 contains 14346 members 
Mstep: Class 22 contains 25833 members 
Mstep: Class 23 contains 4881 members 
Mstep: Class 24 contains 33647 members 
Mstep: Class 25 contains 2496 members 
Mstep: Class 26 contains 9786 members 
Mstep: Class 27 contains 4449 members 
Mstep: Class 28 contains 38136 members 
Mstep: Class 29 contains 4547 members 
Mstep: Class 30 contains 1825 members 
Mstep: Class 31 contains 3316 members 
Mstep: Class 32 contains 987 members 
Mstep: Class 33 contains 16658 members 
Mstep: Class 34 contains 3062 members 
Mstep: Class 35 contains 147942 members 
Mstep: Class 36 contains 11543 members 
Mstep: Class 37 contains 1761 members 
Mstep: Class 38 contains 22607 members 
Mstep: Class 39 contains 2538 members 
Mstep: Class 40 contains 23278 members 
Mstep: Class 41 contains 11808 members 
Mstep: Class 42 contains 17637 members 
Mstep: Class 43 contains 12869 members 
Mstep: Class 44 contains 685 members 
Mstep: Class 45 contains 2169 members 
Mstep: Class 46 contains 1946 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100306216.000000 Penalty: 101793.265625
Iteration 202Q: 47 clusters Score -1.003062e+08 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 13534 members 
Mstep: Class 2 contains 25472 members 
Mstep: Class 3 contains 49890 members 
Mstep: Class 4 contains 8115 members 
Mstep: Class 5 contains 4405 members 
Mstep: Class 6 contains 4000 members 
Mstep: Class 7 contains 75415 members 
Mstep: Class 8 contains 16420 members 
Mstep: Class 9 contains 21832 members 
Mstep: Class 10 contains 33572 members 
Mstep: Class 11 contains 44505 members 
Mstep: Class 12 contains 12388 members 
Mstep: Class 13 contains 17415 members 
Mstep: Class 14 contains 17917 members 
Mstep: Class 15 contains 466 members 
Mstep: Class 16 contains 8527 members 
Mstep: Class 17 contains 6273 members 
Mstep: Class 18 contains 2857 members 
Mstep: Class 19 contains 3258 members 
Mstep: Class 20 contains 33105 members 
Mstep: Class 21 contains 14555 members 
Mstep: Class 22 contains 25788 members 
Mstep: Class 23 contains 4878 members 
Mstep: Class 24 contains 33653 members 
Mstep: Class 25 contains 2496 members 
Mstep: Class 26 contains 9785 members 
Mstep: Class 27 contains 4444 members 
Mstep: Class 28 contains 38100 members 
Mstep: Class 29 contains 4548 members 
Mstep: Class 30 contains 1825 members 
Mstep: Class 31 contains 3316 members 
Mstep: Class 32 contains 987 members 
Mstep: Class 33 contains 16659 members 
Mstep: Class 34 contains 3062 members 
Mstep: Class 35 contains 147948 members 
Mstep: Class 36 contains 11544 members 
Mstep: Class 37 contains 1761 members 
Mstep: Class 38 contains 22607 members 
Mstep: Class 39 contains 2539 members 
Mstep: Class 40 contains 23581 members 
Mstep: Class 41 contains 11807 members 
Mstep: Class 42 contains 17647 members 
Mstep: Class 43 contains 12877 members 
Mstep: Class 44 contains 685 members 
Mstep: Class 45 contains 2170 members 
Mstep: Class 46 contains 1946 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100306224.000000 Penalty: 101793.265625
Iteration 203Q: 47 clusters Score -1.003062e+08 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 13533 members 
Mstep: Class 2 contains 25189 members 
Mstep: Class 3 contains 49684 members 
Mstep: Class 4 contains 8127 members 
Mstep: Class 5 contains 4403 members 
Mstep: Class 6 contains 4000 members 
Mstep: Class 7 contains 75495 members 
Mstep: Class 8 contains 16419 members 
Mstep: Class 9 contains 21833 members 
Mstep: Class 10 contains 33561 members 
Mstep: Class 11 contains 44486 members 
Mstep: Class 12 contains 12388 members 
Mstep: Class 13 contains 17450 members 
Mstep: Class 14 contains 17918 members 
Mstep: Class 15 contains 466 members 
Mstep: Class 16 contains 8517 members 
Mstep: Class 17 contains 6273 members 
Mstep: Class 18 contains 2856 members 
Mstep: Class 19 contains 3258 members 
Mstep: Class 20 contains 33101 members 
Mstep: Class 21 contains 14754 members 
Mstep: Class 22 contains 25748 members 
Mstep: Class 23 contains 4874 members 
Mstep: Class 24 contains 33666 members 
Mstep: Class 25 contains 2496 members 
Mstep: Class 26 contains 9786 members 
Mstep: Class 27 contains 4438 members 
Mstep: Class 28 contains 38082 members 
Mstep: Class 29 contains 4548 members 
Mstep: Class 30 contains 1825 members 
Mstep: Class 31 contains 3317 members 
Mstep: Class 32 contains 988 members 
Mstep: Class 33 contains 16664 members 
Mstep: Class 34 contains 3062 members 
Mstep: Class 35 contains 147950 members 
Mstep: Class 36 contains 11539 members 
Mstep: Class 37 contains 1761 members 
Mstep: Class 38 contains 22607 members 
Mstep: Class 39 contains 2539 members 
Mstep: Class 40 contains 23842 members 
Mstep: Class 41 contains 11809 members 
Mstep: Class 42 contains 17643 members 
Mstep: Class 43 contains 12878 members 
Mstep: Class 44 contains 685 members 
Mstep: Class 45 contains 2170 members 
Mstep: Class 46 contains 1946 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100306264.000000 Penalty: 101793.265625
Iteration 204Q: 47 clusters Score -1.003063e+08 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 13531 members 
Mstep: Class 2 contains 24953 members 
Mstep: Class 3 contains 49522 members 
Mstep: Class 4 contains 8130 members 
Mstep: Class 5 contains 4403 members 
Mstep: Class 6 contains 4000 members 
Mstep: Class 7 contains 75540 members 
Mstep: Class 8 contains 16418 members 
Mstep: Class 9 contains 21833 members 
Mstep: Class 10 contains 33560 members 
Mstep: Class 11 contains 44469 members 
Mstep: Class 12 contains 12388 members 
Mstep: Class 13 contains 17467 members 
Mstep: Class 14 contains 17917 members 
Mstep: Class 15 contains 466 members 
Mstep: Class 16 contains 8515 members 
Mstep: Class 17 contains 6273 members 
Mstep: Class 18 contains 2855 members 
Mstep: Class 19 contains 3257 members 
Mstep: Class 20 contains 33100 members 
Mstep: Class 21 contains 14938 members 
Mstep: Class 22 contains 25739 members 
Mstep: Class 23 contains 4876 members 
Mstep: Class 24 contains 33674 members 
Mstep: Class 25 contains 2497 members 
Mstep: Class 26 contains 9784 members 
Mstep: Class 27 contains 4436 members 
Mstep: Class 28 contains 38062 members 
Mstep: Class 29 contains 4549 members 
Mstep: Class 30 contains 1825 members 
Mstep: Class 31 contains 3316 members 
Mstep: Class 32 contains 988 members 
Mstep: Class 33 contains 16676 members 
Mstep: Class 34 contains 3062 members 
Mstep: Class 35 contains 147945 members 
Mstep: Class 36 contains 11537 members 
Mstep: Class 37 contains 1761 members 
Mstep: Class 38 contains 22607 members 
Mstep: Class 39 contains 2539 members 
Mstep: Class 40 contains 24038 members 
Mstep: Class 41 contains 11807 members 
Mstep: Class 42 contains 17643 members 
Mstep: Class 43 contains 12878 members 
Mstep: Class 44 contains 685 members 
Mstep: Class 45 contains 2169 members 
Mstep: Class 46 contains 1946 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100306280.000000 Penalty: 101793.265625
Iteration 205Q: 47 clusters Score -1.003063e+08 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 13530 members 
Mstep: Class 2 contains 24757 members 
Mstep: Class 3 contains 49387 members 
Mstep: Class 4 contains 8130 members 
Mstep: Class 5 contains 4400 members 
Mstep: Class 6 contains 4000 members 
Mstep: Class 7 contains 75585 members 
Mstep: Class 8 contains 16412 members 
Mstep: Class 9 contains 21833 members 
Mstep: Class 10 contains 33543 members 
Mstep: Class 11 contains 44458 members 
Mstep: Class 12 contains 12388 members 
Mstep: Class 13 contains 17483 members 
Mstep: Class 14 contains 17917 members 
Mstep: Class 15 contains 466 members 
Mstep: Class 16 contains 8515 members 
Mstep: Class 17 contains 6273 members 
Mstep: Class 18 contains 2854 members 
Mstep: Class 19 contains 3256 members 
Mstep: Class 20 contains 33096 members 
Mstep: Class 21 contains 15082 members 
Mstep: Class 22 contains 25724 members 
Mstep: Class 23 contains 4876 members 
Mstep: Class 24 contains 33676 members 
Mstep: Class 25 contains 2498 members 
Mstep: Class 26 contains 9784 members 
Mstep: Class 27 contains 4434 members 
Mstep: Class 28 contains 38055 members 
Mstep: Class 29 contains 4550 members 
Mstep: Class 30 contains 1825 members 
Mstep: Class 31 contains 3316 members 
Mstep: Class 32 contains 988 members 
Mstep: Class 33 contains 16687 members 
Mstep: Class 34 contains 3063 members 
Mstep: Class 35 contains 147946 members 
Mstep: Class 36 contains 11543 members 
Mstep: Class 37 contains 1761 members 
Mstep: Class 38 contains 22607 members 
Mstep: Class 39 contains 2539 members 
Mstep: Class 40 contains 24211 members 
Mstep: Class 41 contains 11809 members 
Mstep: Class 42 contains 17638 members 
Mstep: Class 43 contains 12877 members 
Mstep: Class 44 contains 685 members 
Mstep: Class 45 contains 2171 members 
Mstep: Class 46 contains 1946 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100306160.000000 Penalty: 101793.265625
Iteration 206Q: 47 clusters Score -1.003062e+08 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 13530 members 
Mstep: Class 2 contains 24606 members 
Mstep: Class 3 contains 49262 members 
Mstep: Class 4 contains 8134 members 
Mstep: Class 5 contains 4399 members 
Mstep: Class 6 contains 4000 members 
Mstep: Class 7 contains 75614 members 
Mstep: Class 8 contains 16408 members 
Mstep: Class 9 contains 21834 members 
Mstep: Class 10 contains 33526 members 
Mstep: Class 11 contains 44447 members 
Mstep: Class 12 contains 12388 members 
Mstep: Class 13 contains 17494 members 
Mstep: Class 14 contains 17917 members 
Mstep: Class 15 contains 466 members 
Mstep: Class 16 contains 8514 members 
Mstep: Class 17 contains 6273 members 
Mstep: Class 18 contains 2853 members 
Mstep: Class 19 contains 3256 members 
Mstep: Class 20 contains 33101 members 
Mstep: Class 21 contains 15195 members 
Mstep: Class 22 contains 25715 members 
Mstep: Class 23 contains 4872 members 
Mstep: Class 24 contains 33681 members 
Mstep: Class 25 contains 2497 members 
Mstep: Class 26 contains 9785 members 
Mstep: Class 27 contains 4430 members 
Mstep: Class 28 contains 38061 members 
Mstep: Class 29 contains 4549 members 
Mstep: Class 30 contains 1825 members 
Mstep: Class 31 contains 3316 members 
Mstep: Class 32 contains 987 members 
Mstep: Class 33 contains 16692 members 
Mstep: Class 34 contains 3065 members 
Mstep: Class 35 contains 147944 members 
Mstep: Class 36 contains 11544 members 
Mstep: Class 37 contains 1761 members 
Mstep: Class 38 contains 22607 members 
Mstep: Class 39 contains 2539 members 
Mstep: Class 40 contains 24355 members 
Mstep: Class 41 contains 11807 members 
Mstep: Class 42 contains 17638 members 
Mstep: Class 43 contains 12883 members 
Mstep: Class 44 contains 685 members 
Mstep: Class 45 contains 2173 members 
Mstep: Class 46 contains 1946 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100306344.000000 Penalty: 101793.265625
Iteration 207Q: 47 clusters Score -1.003063e+08 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 13530 members 
Mstep: Class 2 contains 24495 members 
Mstep: Class 3 contains 49144 members 
Mstep: Class 4 contains 8134 members 
Mstep: Class 5 contains 4400 members 
Mstep: Class 6 contains 3999 members 
Mstep: Class 7 contains 75627 members 
Mstep: Class 8 contains 16403 members 
Mstep: Class 9 contains 21833 members 
Mstep: Class 10 contains 33515 members 
Mstep: Class 11 contains 44436 members 
Mstep: Class 12 contains 12387 members 
Mstep: Class 13 contains 17502 members 
Mstep: Class 14 contains 17917 members 
Mstep: Class 15 contains 466 members 
Mstep: Class 16 contains 8514 members 
Mstep: Class 17 contains 6272 members 
Mstep: Class 18 contains 2855 members 
Mstep: Class 19 contains 3256 members 
Mstep: Class 20 contains 33103 members 
Mstep: Class 21 contains 15292 members 
Mstep: Class 22 contains 25705 members 
Mstep: Class 23 contains 4870 members 
Mstep: Class 24 contains 33687 members 
Mstep: Class 25 contains 2497 members 
Mstep: Class 26 contains 9785 members 
Mstep: Class 27 contains 4427 members 
Mstep: Class 28 contains 38083 members 
Mstep: Class 29 contains 4549 members 
Mstep: Class 30 contains 1825 members 
Mstep: Class 31 contains 3316 members 
Mstep: Class 32 contains 987 members 
Mstep: Class 33 contains 16700 members 
Mstep: Class 34 contains 3067 members 
Mstep: Class 35 contains 147947 members 
Mstep: Class 36 contains 11541 members 
Mstep: Class 37 contains 1761 members 
Mstep: Class 38 contains 22607 members 
Mstep: Class 39 contains 2539 members 
Mstep: Class 40 contains 24470 members 
Mstep: Class 41 contains 11803 members 
Mstep: Class 42 contains 17639 members 
Mstep: Class 43 contains 12885 members 
Mstep: Class 44 contains 685 members 
Mstep: Class 45 contains 2173 members 
Mstep: Class 46 contains 1946 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100306440.000000 Penalty: 101793.265625
Iteration 208Q: 47 clusters Score -1.003064e+08 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 13531 members 
Mstep: Class 2 contains 24385 members 
Mstep: Class 3 contains 49031 members 
Mstep: Class 4 contains 8135 members 
Mstep: Class 5 contains 4399 members 
Mstep: Class 6 contains 4000 members 
Mstep: Class 7 contains 75645 members 
Mstep: Class 8 contains 16399 members 
Mstep: Class 9 contains 21832 members 
Mstep: Class 10 contains 33507 members 
Mstep: Class 11 contains 44429 members 
Mstep: Class 12 contains 12386 members 
Mstep: Class 13 contains 17508 members 
Mstep: Class 14 contains 17917 members 
Mstep: Class 15 contains 467 members 
Mstep: Class 16 contains 8509 members 
Mstep: Class 17 contains 6272 members 
Mstep: Class 18 contains 2856 members 
Mstep: Class 19 contains 3255 members 
Mstep: Class 20 contains 33104 members 
Mstep: Class 21 contains 15401 members 
Mstep: Class 22 contains 25692 members 
Mstep: Class 23 contains 4868 members 
Mstep: Class 24 contains 33693 members 
Mstep: Class 25 contains 2498 members 
Mstep: Class 26 contains 9787 members 
Mstep: Class 27 contains 4421 members 
Mstep: Class 28 contains 38104 members 
Mstep: Class 29 contains 4549 members 
Mstep: Class 30 contains 1825 members 
Mstep: Class 31 contains 3314 members 
Mstep: Class 32 contains 987 members 
Mstep: Class 33 contains 16710 members 
Mstep: Class 34 contains 3068 members 
Mstep: Class 35 contains 147941 members 
Mstep: Class 36 contains 11539 members 
Mstep: Class 37 contains 1761 members 
Mstep: Class 38 contains 22607 members 
Mstep: Class 39 contains 2539 members 
Mstep: Class 40 contains 24579 members 
Mstep: Class 41 contains 11797 members 
Mstep: Class 42 contains 17640 members 
Mstep: Class 43 contains 12883 members 
Mstep: Class 44 contains 685 members 
Mstep: Class 45 contains 2173 members 
Mstep: Class 46 contains 1946 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100306600.000000 Penalty: 101793.265625
Iteration 209Q: 47 clusters Score -1.003066e+08 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 13531 members 
Mstep: Class 2 contains 24296 members 
Mstep: Class 3 contains 48916 members 
Mstep: Class 4 contains 8131 members 
Mstep: Class 5 contains 4399 members 
Mstep: Class 6 contains 3999 members 
Mstep: Class 7 contains 75678 members 
Mstep: Class 8 contains 16395 members 
Mstep: Class 9 contains 21832 members 
Mstep: Class 10 contains 33494 members 
Mstep: Class 11 contains 44416 members 
Mstep: Class 12 contains 12386 members 
Mstep: Class 13 contains 17504 members 
Mstep: Class 14 contains 17917 members 
Mstep: Class 15 contains 467 members 
Mstep: Class 16 contains 8505 members 
Mstep: Class 17 contains 6272 members 
Mstep: Class 18 contains 2856 members 
Mstep: Class 19 contains 3255 members 
Mstep: Class 20 contains 33104 members 
Mstep: Class 21 contains 15484 members 
Mstep: Class 22 contains 25680 members 
Mstep: Class 23 contains 4867 members 
Mstep: Class 24 contains 33699 members 
Mstep: Class 25 contains 2500 members 
Mstep: Class 26 contains 9788 members 
Mstep: Class 27 contains 4416 members 
Mstep: Class 28 contains 38129 members 
Mstep: Class 29 contains 4549 members 
Mstep: Class 30 contains 1825 members 
Mstep: Class 31 contains 3314 members 
Mstep: Class 32 contains 987 members 
Mstep: Class 33 contains 16722 members 
Mstep: Class 34 contains 3068 members 
Mstep: Class 35 contains 147939 members 
Mstep: Class 36 contains 11541 members 
Mstep: Class 37 contains 1762 members 
Mstep: Class 38 contains 22607 members 
Mstep: Class 39 contains 2539 members 
Mstep: Class 40 contains 24679 members 
Mstep: Class 41 contains 11798 members 
Mstep: Class 42 contains 17641 members 
Mstep: Class 43 contains 12882 members 
Mstep: Class 44 contains 685 members 
Mstep: Class 45 contains 2174 members 
Mstep: Class 46 contains 1946 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100306728.000000 Penalty: 101793.265625
Iteration 210Q: 47 clusters Score -1.003067e+08 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 13531 members 
Mstep: Class 2 contains 24230 members 
Mstep: Class 3 contains 48808 members 
Mstep: Class 4 contains 8124 members 
Mstep: Class 5 contains 4400 members 
Mstep: Class 6 contains 3997 members 
Mstep: Class 7 contains 75697 members 
Mstep: Class 8 contains 16392 members 
Mstep: Class 9 contains 21832 members 
Mstep: Class 10 contains 33490 members 
Mstep: Class 11 contains 44407 members 
Mstep: Class 12 contains 12386 members 
Mstep: Class 13 contains 17505 members 
Mstep: Class 14 contains 17917 members 
Mstep: Class 15 contains 467 members 
Mstep: Class 16 contains 8503 members 
Mstep: Class 17 contains 6272 members 
Mstep: Class 18 contains 2856 members 
Mstep: Class 19 contains 3255 members 
Mstep: Class 20 contains 33100 members 
Mstep: Class 21 contains 15549 members 
Mstep: Class 22 contains 25678 members 
Mstep: Class 23 contains 4869 members 
Mstep: Class 24 contains 33708 members 
Mstep: Class 25 contains 2504 members 
Mstep: Class 26 contains 9789 members 
Mstep: Class 27 contains 4412 members 
Mstep: Class 28 contains 38148 members 
Mstep: Class 29 contains 4548 members 
Mstep: Class 30 contains 1825 members 
Mstep: Class 31 contains 3314 members 
Mstep: Class 32 contains 987 members 
Mstep: Class 33 contains 16728 members 
Mstep: Class 34 contains 3068 members 
Mstep: Class 35 contains 147940 members 
Mstep: Class 36 contains 11541 members 
Mstep: Class 37 contains 1762 members 
Mstep: Class 38 contains 22606 members 
Mstep: Class 39 contains 2540 members 
Mstep: Class 40 contains 24774 members 
Mstep: Class 41 contains 11797 members 
Mstep: Class 42 contains 17635 members 
Mstep: Class 43 contains 12878 members 
Mstep: Class 44 contains 685 members 
Mstep: Class 45 contains 2174 members 
Mstep: Class 46 contains 1946 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100306728.000000 Penalty: 101793.265625
Iteration 211Q: 47 clusters Score -1.003067e+08 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 13531 members 
Mstep: Class 2 contains 24171 members 
Mstep: Class 3 contains 48711 members 
Mstep: Class 4 contains 8115 members 
Mstep: Class 5 contains 4399 members 
Mstep: Class 6 contains 3997 members 
Mstep: Class 7 contains 75718 members 
Mstep: Class 8 contains 16388 members 
Mstep: Class 9 contains 21832 members 
Mstep: Class 10 contains 33486 members 
Mstep: Class 11 contains 44405 members 
Mstep: Class 12 contains 12386 members 
Mstep: Class 13 contains 17507 members 
Mstep: Class 14 contains 17917 members 
Mstep: Class 15 contains 467 members 
Mstep: Class 16 contains 8501 members 
Mstep: Class 17 contains 6272 members 
Mstep: Class 18 contains 2856 members 
Mstep: Class 19 contains 3255 members 
Mstep: Class 20 contains 33098 members 
Mstep: Class 21 contains 15607 members 
Mstep: Class 22 contains 25671 members 
Mstep: Class 23 contains 4874 members 
Mstep: Class 24 contains 33717 members 
Mstep: Class 25 contains 2507 members 
Mstep: Class 26 contains 9791 members 
Mstep: Class 27 contains 4408 members 
Mstep: Class 28 contains 38162 members 
Mstep: Class 29 contains 4547 members 
Mstep: Class 30 contains 1825 members 
Mstep: Class 31 contains 3315 members 
Mstep: Class 32 contains 987 members 
Mstep: Class 33 contains 16733 members 
Mstep: Class 34 contains 3068 members 
Mstep: Class 35 contains 147939 members 
Mstep: Class 36 contains 11539 members 
Mstep: Class 37 contains 1762 members 
Mstep: Class 38 contains 22606 members 
Mstep: Class 39 contains 2540 members 
Mstep: Class 40 contains 24858 members 
Mstep: Class 41 contains 11796 members 
Mstep: Class 42 contains 17631 members 
Mstep: Class 43 contains 12874 members 
Mstep: Class 44 contains 685 members 
Mstep: Class 45 contains 2174 members 
Mstep: Class 46 contains 1946 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100306640.000000 Penalty: 101793.265625
Iteration 212Q: 47 clusters Score -1.003066e+08 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 13531 members 
Mstep: Class 2 contains 24127 members 
Mstep: Class 3 contains 48629 members 
Mstep: Class 4 contains 8111 members 
Mstep: Class 5 contains 4399 members 
Mstep: Class 6 contains 3996 members 
Mstep: Class 7 contains 75738 members 
Mstep: Class 8 contains 16385 members 
Mstep: Class 9 contains 21832 members 
Mstep: Class 10 contains 33476 members 
Mstep: Class 11 contains 44399 members 
Mstep: Class 12 contains 12386 members 
Mstep: Class 13 contains 17510 members 
Mstep: Class 14 contains 17919 members 
Mstep: Class 15 contains 467 members 
Mstep: Class 16 contains 8501 members 
Mstep: Class 17 contains 6272 members 
Mstep: Class 18 contains 2856 members 
Mstep: Class 19 contains 3255 members 
Mstep: Class 20 contains 33095 members 
Mstep: Class 21 contains 15663 members 
Mstep: Class 22 contains 25662 members 
Mstep: Class 23 contains 4879 members 
Mstep: Class 24 contains 33720 members 
Mstep: Class 25 contains 2506 members 
Mstep: Class 26 contains 9791 members 
Mstep: Class 27 contains 4401 members 
Mstep: Class 28 contains 38177 members 
Mstep: Class 29 contains 4546 members 
Mstep: Class 30 contains 1825 members 
Mstep: Class 31 contains 3315 members 
Mstep: Class 32 contains 987 members 
Mstep: Class 33 contains 16739 members 
Mstep: Class 34 contains 3069 members 
Mstep: Class 35 contains 147944 members 
Mstep: Class 36 contains 11541 members 
Mstep: Class 37 contains 1762 members 
Mstep: Class 38 contains 22606 members 
Mstep: Class 39 contains 2540 members 
Mstep: Class 40 contains 24924 members 
Mstep: Class 41 contains 11795 members 
Mstep: Class 42 contains 17619 members 
Mstep: Class 43 contains 12874 members 
Mstep: Class 44 contains 685 members 
Mstep: Class 45 contains 2174 members 
Mstep: Class 46 contains 1946 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100306664.000000 Penalty: 101793.265625
Iteration 213Q: 47 clusters Score -1.003067e+08 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 13531 members 
Mstep: Class 2 contains 24094 members 
Mstep: Class 3 contains 48557 members 
Mstep: Class 4 contains 8108 members 
Mstep: Class 5 contains 4395 members 
Mstep: Class 6 contains 3996 members 
Mstep: Class 7 contains 75753 members 
Mstep: Class 8 contains 16385 members 
Mstep: Class 9 contains 21833 members 
Mstep: Class 10 contains 33460 members 
Mstep: Class 11 contains 44394 members 
Mstep: Class 12 contains 12386 members 
Mstep: Class 13 contains 17512 members 
Mstep: Class 14 contains 17920 members 
Mstep: Class 15 contains 467 members 
Mstep: Class 16 contains 8501 members 
Mstep: Class 17 contains 6271 members 
Mstep: Class 18 contains 2856 members 
Mstep: Class 19 contains 3255 members 
Mstep: Class 20 contains 33093 members 
Mstep: Class 21 contains 15692 members 
Mstep: Class 22 contains 25646 members 
Mstep: Class 23 contains 4882 members 
Mstep: Class 24 contains 33724 members 
Mstep: Class 25 contains 2506 members 
Mstep: Class 26 contains 9790 members 
Mstep: Class 27 contains 4403 members 
Mstep: Class 28 contains 38201 members 
Mstep: Class 29 contains 4546 members 
Mstep: Class 30 contains 1825 members 
Mstep: Class 31 contains 3316 members 
Mstep: Class 32 contains 987 members 
Mstep: Class 33 contains 16746 members 
Mstep: Class 34 contains 3069 members 
Mstep: Class 35 contains 147945 members 
Mstep: Class 36 contains 11546 members 
Mstep: Class 37 contains 1762 members 
Mstep: Class 38 contains 22605 members 
Mstep: Class 39 contains 2540 members 
Mstep: Class 40 contains 24981 members 
Mstep: Class 41 contains 11795 members 
Mstep: Class 42 contains 17622 members 
Mstep: Class 43 contains 12873 members 
Mstep: Class 44 contains 685 members 
Mstep: Class 45 contains 2174 members 
Mstep: Class 46 contains 1946 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100306752.000000 Penalty: 101793.265625
Iteration 214Q: 47 clusters Score -1.003068e+08 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 13531 members 
Mstep: Class 2 contains 24068 members 
Mstep: Class 3 contains 48501 members 
Mstep: Class 4 contains 8106 members 
Mstep: Class 5 contains 4392 members 
Mstep: Class 6 contains 3993 members 
Mstep: Class 7 contains 75760 members 
Mstep: Class 8 contains 16386 members 
Mstep: Class 9 contains 21834 members 
Mstep: Class 10 contains 33455 members 
Mstep: Class 11 contains 44388 members 
Mstep: Class 12 contains 12387 members 
Mstep: Class 13 contains 17515 members 
Mstep: Class 14 contains 17919 members 
Mstep: Class 15 contains 467 members 
Mstep: Class 16 contains 8500 members 
Mstep: Class 17 contains 6270 members 
Mstep: Class 18 contains 2856 members 
Mstep: Class 19 contains 3255 members 
Mstep: Class 20 contains 33089 members 
Mstep: Class 21 contains 15715 members 
Mstep: Class 22 contains 25640 members 
Mstep: Class 23 contains 4883 members 
Mstep: Class 24 contains 33723 members 
Mstep: Class 25 contains 2506 members 
Mstep: Class 26 contains 9792 members 
Mstep: Class 27 contains 4405 members 
Mstep: Class 28 contains 38213 members 
Mstep: Class 29 contains 4546 members 
Mstep: Class 30 contains 1825 members 
Mstep: Class 31 contains 3317 members 
Mstep: Class 32 contains 987 members 
Mstep: Class 33 contains 16756 members 
Mstep: Class 34 contains 3069 members 
Mstep: Class 35 contains 147944 members 
Mstep: Class 36 contains 11544 members 
Mstep: Class 37 contains 1762 members 
Mstep: Class 38 contains 22604 members 
Mstep: Class 39 contains 2540 members 
Mstep: Class 40 contains 25025 members 
Mstep: Class 41 contains 11798 members 
Mstep: Class 42 contains 17629 members 
Mstep: Class 43 contains 12874 members 
Mstep: Class 44 contains 685 members 
Mstep: Class 45 contains 2174 members 
Mstep: Class 46 contains 1946 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100306712.000000 Penalty: 101793.265625
Iteration 215Q: 47 clusters Score -1.003067e+08 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 13531 members 
Mstep: Class 2 contains 24052 members 
Mstep: Class 3 contains 48446 members 
Mstep: Class 4 contains 8105 members 
Mstep: Class 5 contains 4389 members 
Mstep: Class 6 contains 3992 members 
Mstep: Class 7 contains 75763 members 
Mstep: Class 8 contains 16384 members 
Mstep: Class 9 contains 21833 members 
Mstep: Class 10 contains 33450 members 
Mstep: Class 11 contains 44385 members 
Mstep: Class 12 contains 12389 members 
Mstep: Class 13 contains 17516 members 
Mstep: Class 14 contains 17919 members 
Mstep: Class 15 contains 467 members 
Mstep: Class 16 contains 8498 members 
Mstep: Class 17 contains 6271 members 
Mstep: Class 18 contains 2856 members 
Mstep: Class 19 contains 3255 members 
Mstep: Class 20 contains 33087 members 
Mstep: Class 21 contains 15732 members 
Mstep: Class 22 contains 25641 members 
Mstep: Class 23 contains 4883 members 
Mstep: Class 24 contains 33721 members 
Mstep: Class 25 contains 2506 members 
Mstep: Class 26 contains 9793 members 
Mstep: Class 27 contains 4404 members 
Mstep: Class 28 contains 38218 members 
Mstep: Class 29 contains 4544 members 
Mstep: Class 30 contains 1826 members 
Mstep: Class 31 contains 3317 members 
Mstep: Class 32 contains 987 members 
Mstep: Class 33 contains 16760 members 
Mstep: Class 34 contains 3069 members 
Mstep: Class 35 contains 147943 members 
Mstep: Class 36 contains 11546 members 
Mstep: Class 37 contains 1762 members 
Mstep: Class 38 contains 22605 members 
Mstep: Class 39 contains 2540 members 
Mstep: Class 40 contains 25079 members 
Mstep: Class 41 contains 11798 members 
Mstep: Class 42 contains 17630 members 
Mstep: Class 43 contains 12877 members 
Mstep: Class 44 contains 685 members 
Mstep: Class 45 contains 2174 members 
Mstep: Class 46 contains 1946 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100306728.000000 Penalty: 101793.265625
Iteration 216Q: 47 clusters Score -1.003067e+08 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 13531 members 
Mstep: Class 2 contains 24036 members 
Mstep: Class 3 contains 48407 members 
Mstep: Class 4 contains 8105 members 
Mstep: Class 5 contains 4389 members 
Mstep: Class 6 contains 3991 members 
Mstep: Class 7 contains 75761 members 
Mstep: Class 8 contains 16382 members 
Mstep: Class 9 contains 21833 members 
Mstep: Class 10 contains 33445 members 
Mstep: Class 11 contains 44386 members 
Mstep: Class 12 contains 12388 members 
Mstep: Class 13 contains 17523 members 
Mstep: Class 14 contains 17920 members 
Mstep: Class 15 contains 467 members 
Mstep: Class 16 contains 8496 members 
Mstep: Class 17 contains 6270 members 
Mstep: Class 18 contains 2856 members 
Mstep: Class 19 contains 3255 members 
Mstep: Class 20 contains 33091 members 
Mstep: Class 21 contains 15747 members 
Mstep: Class 22 contains 25633 members 
Mstep: Class 23 contains 4886 members 
Mstep: Class 24 contains 33717 members 
Mstep: Class 25 contains 2506 members 
Mstep: Class 26 contains 9793 members 
Mstep: Class 27 contains 4400 members 
Mstep: Class 28 contains 38228 members 
Mstep: Class 29 contains 4544 members 
Mstep: Class 30 contains 1826 members 
Mstep: Class 31 contains 3317 members 
Mstep: Class 32 contains 987 members 
Mstep: Class 33 contains 16761 members 
Mstep: Class 34 contains 3069 members 
Mstep: Class 35 contains 147940 members 
Mstep: Class 36 contains 11550 members 
Mstep: Class 37 contains 1762 members 
Mstep: Class 38 contains 22603 members 
Mstep: Class 39 contains 2540 members 
Mstep: Class 40 contains 25117 members 
Mstep: Class 41 contains 11799 members 
Mstep: Class 42 contains 17632 members 
Mstep: Class 43 contains 12880 members 
Mstep: Class 44 contains 685 members 
Mstep: Class 45 contains 2174 members 
Mstep: Class 46 contains 1946 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100306712.000000 Penalty: 101793.265625
Iteration 217Q: 47 clusters Score -1.003067e+08 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 13531 members 
Mstep: Class 2 contains 24026 members 
Mstep: Class 3 contains 48368 members 
Mstep: Class 4 contains 8104 members 
Mstep: Class 5 contains 4389 members 
Mstep: Class 6 contains 3990 members 
Mstep: Class 7 contains 75764 members 
Mstep: Class 8 contains 16381 members 
Mstep: Class 9 contains 21832 members 
Mstep: Class 10 contains 33449 members 
Mstep: Class 11 contains 44383 members 
Mstep: Class 12 contains 12388 members 
Mstep: Class 13 contains 17523 members 
Mstep: Class 14 contains 17920 members 
Mstep: Class 15 contains 467 members 
Mstep: Class 16 contains 8495 members 
Mstep: Class 17 contains 6268 members 
Mstep: Class 18 contains 2856 members 
Mstep: Class 19 contains 3255 members 
Mstep: Class 20 contains 33091 members 
Mstep: Class 21 contains 15760 members 
Mstep: Class 22 contains 25629 members 
Mstep: Class 23 contains 4884 members 
Mstep: Class 24 contains 33716 members 
Mstep: Class 25 contains 2506 members 
Mstep: Class 26 contains 9792 members 
Mstep: Class 27 contains 4394 members 
Mstep: Class 28 contains 38235 members 
Mstep: Class 29 contains 4544 members 
Mstep: Class 30 contains 1826 members 
Mstep: Class 31 contains 3317 members 
Mstep: Class 32 contains 987 members 
Mstep: Class 33 contains 16763 members 
Mstep: Class 34 contains 3069 members 
Mstep: Class 35 contains 147939 members 
Mstep: Class 36 contains 11553 members 
Mstep: Class 37 contains 1762 members 
Mstep: Class 38 contains 22603 members 
Mstep: Class 39 contains 2540 members 
Mstep: Class 40 contains 25157 members 
Mstep: Class 41 contains 11799 members 
Mstep: Class 42 contains 17634 members 
Mstep: Class 43 contains 12880 members 
Mstep: Class 44 contains 685 members 
Mstep: Class 45 contains 2174 members 
Mstep: Class 46 contains 1946 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100306688.000000 Penalty: 101793.265625
Iteration 218Q: 47 clusters Score -1.003067e+08 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 13530 members 
Mstep: Class 2 contains 24024 members 
Mstep: Class 3 contains 48330 members 
Mstep: Class 4 contains 8105 members 
Mstep: Class 5 contains 4388 members 
Mstep: Class 6 contains 3988 members 
Mstep: Class 7 contains 75767 members 
Mstep: Class 8 contains 16379 members 
Mstep: Class 9 contains 21833 members 
Mstep: Class 10 contains 33453 members 
Mstep: Class 11 contains 44382 members 
Mstep: Class 12 contains 12388 members 
Mstep: Class 13 contains 17521 members 
Mstep: Class 14 contains 17921 members 
Mstep: Class 15 contains 467 members 
Mstep: Class 16 contains 8494 members 
Mstep: Class 17 contains 6268 members 
Mstep: Class 18 contains 2856 members 
Mstep: Class 19 contains 3255 members 
Mstep: Class 20 contains 33090 members 
Mstep: Class 21 contains 15767 members 
Mstep: Class 22 contains 25624 members 
Mstep: Class 23 contains 4884 members 
Mstep: Class 24 contains 33716 members 
Mstep: Class 25 contains 2506 members 
Mstep: Class 26 contains 9793 members 
Mstep: Class 27 contains 4388 members 
Mstep: Class 28 contains 38240 members 
Mstep: Class 29 contains 4544 members 
Mstep: Class 30 contains 1826 members 
Mstep: Class 31 contains 3317 members 
Mstep: Class 32 contains 987 members 
Mstep: Class 33 contains 16764 members 
Mstep: Class 34 contains 3069 members 
Mstep: Class 35 contains 147935 members 
Mstep: Class 36 contains 11558 members 
Mstep: Class 37 contains 1762 members 
Mstep: Class 38 contains 22603 members 
Mstep: Class 39 contains 2540 members 
Mstep: Class 40 contains 25196 members 
Mstep: Class 41 contains 11797 members 
Mstep: Class 42 contains 17634 members 
Mstep: Class 43 contains 12880 members 
Mstep: Class 44 contains 685 members 
Mstep: Class 45 contains 2174 members 
Mstep: Class 46 contains 1946 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100306744.000000 Penalty: 101793.265625
Iteration 219Q: 47 clusters Score -1.003067e+08 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 13529 members 
Mstep: Class 2 contains 24022 members 
Mstep: Class 3 contains 48296 members 
Mstep: Class 4 contains 8108 members 
Mstep: Class 5 contains 4388 members 
Mstep: Class 6 contains 3986 members 
Mstep: Class 7 contains 75771 members 
Mstep: Class 8 contains 16378 members 
Mstep: Class 9 contains 21830 members 
Mstep: Class 10 contains 33456 members 
Mstep: Class 11 contains 44375 members 
Mstep: Class 12 contains 12388 members 
Mstep: Class 13 contains 17522 members 
Mstep: Class 14 contains 17921 members 
Mstep: Class 15 contains 467 members 
Mstep: Class 16 contains 8494 members 
Mstep: Class 17 contains 6268 members 
Mstep: Class 18 contains 2856 members 
Mstep: Class 19 contains 3255 members 
Mstep: Class 20 contains 33092 members 
Mstep: Class 21 contains 15770 members 
Mstep: Class 22 contains 25614 members 
Mstep: Class 23 contains 4881 members 
Mstep: Class 24 contains 33718 members 
Mstep: Class 25 contains 2506 members 
Mstep: Class 26 contains 9793 members 
Mstep: Class 27 contains 4382 members 
Mstep: Class 28 contains 38241 members 
Mstep: Class 29 contains 4544 members 
Mstep: Class 30 contains 1826 members 
Mstep: Class 31 contains 3317 members 
Mstep: Class 32 contains 987 members 
Mstep: Class 33 contains 16769 members 
Mstep: Class 34 contains 3069 members 
Mstep: Class 35 contains 147939 members 
Mstep: Class 36 contains 11559 members 
Mstep: Class 37 contains 1762 members 
Mstep: Class 38 contains 22603 members 
Mstep: Class 39 contains 2540 members 
Mstep: Class 40 contains 25235 members 
Mstep: Class 41 contains 11798 members 
Mstep: Class 42 contains 17633 members 
Mstep: Class 43 contains 12881 members 
Mstep: Class 44 contains 685 members 
Mstep: Class 45 contains 2174 members 
Mstep: Class 46 contains 1946 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100306736.000000 Penalty: 101793.265625
Iteration 220F: 47 clusters Score -1.003067e+08 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 13529 members 
Mstep: Class 2 contains 24018 members 
Mstep: Class 3 contains 48272 members 
Mstep: Class 4 contains 8106 members 
Mstep: Class 5 contains 4387 members 
Mstep: Class 6 contains 3986 members 
Mstep: Class 7 contains 75774 members 
Mstep: Class 8 contains 16377 members 
Mstep: Class 9 contains 21829 members 
Mstep: Class 10 contains 33460 members 
Mstep: Class 11 contains 44371 members 
Mstep: Class 12 contains 12388 members 
Mstep: Class 13 contains 17524 members 
Mstep: Class 14 contains 17921 members 
Mstep: Class 15 contains 467 members 
Mstep: Class 16 contains 8494 members 
Mstep: Class 17 contains 6267 members 
Mstep: Class 18 contains 2856 members 
Mstep: Class 19 contains 3255 members 
Mstep: Class 20 contains 33094 members 
Mstep: Class 21 contains 15773 members 
Mstep: Class 22 contains 25605 members 
Mstep: Class 23 contains 4880 members 
Mstep: Class 24 contains 33717 members 
Mstep: Class 25 contains 2506 members 
Mstep: Class 26 contains 9792 members 
Mstep: Class 27 contains 4377 members 
Mstep: Class 28 contains 38242 members 
Mstep: Class 29 contains 4544 members 
Mstep: Class 30 contains 1827 members 
Mstep: Class 31 contains 3317 members 
Mstep: Class 32 contains 987 members 
Mstep: Class 33 contains 16774 members 
Mstep: Class 34 contains 3069 members 
Mstep: Class 35 contains 147940 members 
Mstep: Class 36 contains 11562 members 
Mstep: Class 37 contains 1762 members 
Mstep: Class 38 contains 22603 members 
Mstep: Class 39 contains 2540 members 
Mstep: Class 40 contains 25270 members 
Mstep: Class 41 contains 11797 members 
Mstep: Class 42 contains 17630 members 
Mstep: Class 43 contains 12880 members 
Mstep: Class 44 contains 685 members 
Mstep: Class 45 contains 2174 members 
Mstep: Class 46 contains 1946 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100306784.000000 Penalty: 101793.265625
Iteration 221Q: 47 clusters Score -1.003068e+08 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 13529 members 
Mstep: Class 2 contains 24015 members 
Mstep: Class 3 contains 48253 members 
Mstep: Class 4 contains 8106 members 
Mstep: Class 5 contains 4386 members 
Mstep: Class 6 contains 3986 members 
Mstep: Class 7 contains 75766 members 
Mstep: Class 8 contains 16376 members 
Mstep: Class 9 contains 21829 members 
Mstep: Class 10 contains 33459 members 
Mstep: Class 11 contains 44371 members 
Mstep: Class 12 contains 12388 members 
Mstep: Class 13 contains 17524 members 
Mstep: Class 14 contains 17921 members 
Mstep: Class 15 contains 467 members 
Mstep: Class 16 contains 8494 members 
Mstep: Class 17 contains 6267 members 
Mstep: Class 18 contains 2857 members 
Mstep: Class 19 contains 3255 members 
Mstep: Class 20 contains 33091 members 
Mstep: Class 21 contains 15780 members 
Mstep: Class 22 contains 25601 members 
Mstep: Class 23 contains 4881 members 
Mstep: Class 24 contains 33718 members 
Mstep: Class 25 contains 2506 members 
Mstep: Class 26 contains 9792 members 
Mstep: Class 27 contains 4373 members 
Mstep: Class 28 contains 38243 members 
Mstep: Class 29 contains 4544 members 
Mstep: Class 30 contains 1827 members 
Mstep: Class 31 contains 3318 members 
Mstep: Class 32 contains 987 members 
Mstep: Class 33 contains 16777 members 
Mstep: Class 34 contains 3069 members 
Mstep: Class 35 contains 147941 members 
Mstep: Class 36 contains 11563 members 
Mstep: Class 37 contains 1762 members 
Mstep: Class 38 contains 22603 members 
Mstep: Class 39 contains 2540 members 
Mstep: Class 40 contains 25295 members 
Mstep: Class 41 contains 11798 members 
Mstep: Class 42 contains 17630 members 
Mstep: Class 43 contains 12881 members 
Mstep: Class 44 contains 685 members 
Mstep: Class 45 contains 2174 members 
Mstep: Class 46 contains 1946 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100306768.000000 Penalty: 101793.265625
Iteration 222Q: 47 clusters Score -1.003068e+08 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 13529 members 
Mstep: Class 2 contains 24015 members 
Mstep: Class 3 contains 48227 members 
Mstep: Class 4 contains 8106 members 
Mstep: Class 5 contains 4386 members 
Mstep: Class 6 contains 3986 members 
Mstep: Class 7 contains 75766 members 
Mstep: Class 8 contains 16376 members 
Mstep: Class 9 contains 21829 members 
Mstep: Class 10 contains 33461 members 
Mstep: Class 11 contains 44369 members 
Mstep: Class 12 contains 12388 members 
Mstep: Class 13 contains 17524 members 
Mstep: Class 14 contains 17921 members 
Mstep: Class 15 contains 467 members 
Mstep: Class 16 contains 8493 members 
Mstep: Class 17 contains 6267 members 
Mstep: Class 18 contains 2857 members 
Mstep: Class 19 contains 3255 members 
Mstep: Class 20 contains 33092 members 
Mstep: Class 21 contains 15780 members 
Mstep: Class 22 contains 25600 members 
Mstep: Class 23 contains 4881 members 
Mstep: Class 24 contains 33721 members 
Mstep: Class 25 contains 2506 members 
Mstep: Class 26 contains 9792 members 
Mstep: Class 27 contains 4366 members 
Mstep: Class 28 contains 38250 members 
Mstep: Class 29 contains 4544 members 
Mstep: Class 30 contains 1827 members 
Mstep: Class 31 contains 3317 members 
Mstep: Class 32 contains 987 members 
Mstep: Class 33 contains 16778 members 
Mstep: Class 34 contains 3069 members 
Mstep: Class 35 contains 147938 members 
Mstep: Class 36 contains 11565 members 
Mstep: Class 37 contains 1762 members 
Mstep: Class 38 contains 22602 members 
Mstep: Class 39 contains 2540 members 
Mstep: Class 40 contains 25321 members 
Mstep: Class 41 contains 11799 members 
Mstep: Class 42 contains 17628 members 
Mstep: Class 43 contains 12882 members 
Mstep: Class 44 contains 685 members 
Mstep: Class 45 contains 2174 members 
Mstep: Class 46 contains 1946 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100306808.000000 Penalty: 101793.265625
Iteration 223Q: 47 clusters Score -1.003068e+08 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 13529 members 
Mstep: Class 2 contains 24015 members 
Mstep: Class 3 contains 48209 members 
Mstep: Class 4 contains 8106 members 
Mstep: Class 5 contains 4386 members 
Mstep: Class 6 contains 3986 members 
Mstep: Class 7 contains 75768 members 
Mstep: Class 8 contains 16376 members 
Mstep: Class 9 contains 21829 members 
Mstep: Class 10 contains 33462 members 
Mstep: Class 11 contains 44366 members 
Mstep: Class 12 contains 12388 members 
Mstep: Class 13 contains 17524 members 
Mstep: Class 14 contains 17921 members 
Mstep: Class 15 contains 467 members 
Mstep: Class 16 contains 8493 members 
Mstep: Class 17 contains 6267 members 
Mstep: Class 18 contains 2857 members 
Mstep: Class 19 contains 3255 members 
Mstep: Class 20 contains 33093 members 
Mstep: Class 21 contains 15780 members 
Mstep: Class 22 contains 25595 members 
Mstep: Class 23 contains 4881 members 
Mstep: Class 24 contains 33720 members 
Mstep: Class 25 contains 2506 members 
Mstep: Class 26 contains 9792 members 
Mstep: Class 27 contains 4364 members 
Mstep: Class 28 contains 38254 members 
Mstep: Class 29 contains 4544 members 
Mstep: Class 30 contains 1827 members 
Mstep: Class 31 contains 3317 members 
Mstep: Class 32 contains 987 members 
Mstep: Class 33 contains 16778 members 
Mstep: Class 34 contains 3069 members 
Mstep: Class 35 contains 147939 members 
Mstep: Class 36 contains 11568 members 
Mstep: Class 37 contains 1762 members 
Mstep: Class 38 contains 22601 members 
Mstep: Class 39 contains 2540 members 
Mstep: Class 40 contains 25339 members 
Mstep: Class 41 contains 11800 members 
Mstep: Class 42 contains 17627 members 
Mstep: Class 43 contains 12882 members 
Mstep: Class 44 contains 685 members 
Mstep: Class 45 contains 2174 members 
Mstep: Class 46 contains 1946 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100306736.000000 Penalty: 101793.265625
Iteration 224Q: 47 clusters Score -1.003067e+08 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 13529 members 
Mstep: Class 2 contains 24015 members 
Mstep: Class 3 contains 48198 members 
Mstep: Class 4 contains 8107 members 
Mstep: Class 5 contains 4385 members 
Mstep: Class 6 contains 3986 members 
Mstep: Class 7 contains 75768 members 
Mstep: Class 8 contains 16376 members 
Mstep: Class 9 contains 21829 members 
Mstep: Class 10 contains 33462 members 
Mstep: Class 11 contains 44367 members 
Mstep: Class 12 contains 12388 members 
Mstep: Class 13 contains 17524 members 
Mstep: Class 14 contains 17920 members 
Mstep: Class 15 contains 467 members 
Mstep: Class 16 contains 8493 members 
Mstep: Class 17 contains 6267 members 
Mstep: Class 18 contains 2857 members 
Mstep: Class 19 contains 3255 members 
Mstep: Class 20 contains 33094 members 
Mstep: Class 21 contains 15780 members 
Mstep: Class 22 contains 25596 members 
Mstep: Class 23 contains 4881 members 
Mstep: Class 24 contains 33719 members 
Mstep: Class 25 contains 2506 members 
Mstep: Class 26 contains 9792 members 
Mstep: Class 27 contains 4361 members 
Mstep: Class 28 contains 38254 members 
Mstep: Class 29 contains 4544 members 
Mstep: Class 30 contains 1827 members 
Mstep: Class 31 contains 3317 members 
Mstep: Class 32 contains 987 members 
Mstep: Class 33 contains 16779 members 
Mstep: Class 34 contains 3069 members 
Mstep: Class 35 contains 147940 members 
Mstep: Class 36 contains 11569 members 
Mstep: Class 37 contains 1762 members 
Mstep: Class 38 contains 22600 members 
Mstep: Class 39 contains 2540 members 
Mstep: Class 40 contains 25349 members 
Mstep: Class 41 contains 11801 members 
Mstep: Class 42 contains 17627 members 
Mstep: Class 43 contains 12882 members 
Mstep: Class 44 contains 685 members 
Mstep: Class 45 contains 2174 members 
Mstep: Class 46 contains 1946 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100306784.000000 Penalty: 101793.265625
Iteration 225Q: 47 clusters Score -1.003068e+08 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 13529 members 
Mstep: Class 2 contains 24016 members 
Mstep: Class 3 contains 48187 members 
Mstep: Class 4 contains 8107 members 
Mstep: Class 5 contains 4385 members 
Mstep: Class 6 contains 3986 members 
Mstep: Class 7 contains 75769 members 
Mstep: Class 8 contains 16376 members 
Mstep: Class 9 contains 21828 members 
Mstep: Class 10 contains 33464 members 
Mstep: Class 11 contains 44367 members 
Mstep: Class 12 contains 12388 members 
Mstep: Class 13 contains 17523 members 
Mstep: Class 14 contains 17920 members 
Mstep: Class 15 contains 467 members 
Mstep: Class 16 contains 8493 members 
Mstep: Class 17 contains 6267 members 
Mstep: Class 18 contains 2857 members 
Mstep: Class 19 contains 3255 members 
Mstep: Class 20 contains 33093 members 
Mstep: Class 21 contains 15779 members 
Mstep: Class 22 contains 25598 members 
Mstep: Class 23 contains 4881 members 
Mstep: Class 24 contains 33717 members 
Mstep: Class 25 contains 2506 members 
Mstep: Class 26 contains 9792 members 
Mstep: Class 27 contains 4362 members 
Mstep: Class 28 contains 38253 members 
Mstep: Class 29 contains 4544 members 
Mstep: Class 30 contains 1827 members 
Mstep: Class 31 contains 3317 members 
Mstep: Class 32 contains 987 members 
Mstep: Class 33 contains 16780 members 
Mstep: Class 34 contains 3069 members 
Mstep: Class 35 contains 147940 members 
Mstep: Class 36 contains 11569 members 
Mstep: Class 37 contains 1762 members 
Mstep: Class 38 contains 22600 members 
Mstep: Class 39 contains 2540 members 
Mstep: Class 40 contains 25359 members 
Mstep: Class 41 contains 11801 members 
Mstep: Class 42 contains 17627 members 
Mstep: Class 43 contains 12882 members 
Mstep: Class 44 contains 685 members 
Mstep: Class 45 contains 2174 members 
Mstep: Class 46 contains 1946 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100306784.000000 Penalty: 101793.265625
Iteration 226Q: 47 clusters Score -1.003068e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 13529 members 
Mstep: Class 2 contains 24016 members 
Mstep: Class 3 contains 48180 members 
Mstep: Class 4 contains 8107 members 
Mstep: Class 5 contains 4385 members 
Mstep: Class 6 contains 3986 members 
Mstep: Class 7 contains 75767 members 
Mstep: Class 8 contains 16376 members 
Mstep: Class 9 contains 21827 members 
Mstep: Class 10 contains 33464 members 
Mstep: Class 11 contains 44368 members 
Mstep: Class 12 contains 12388 members 
Mstep: Class 13 contains 17523 members 
Mstep: Class 14 contains 17920 members 
Mstep: Class 15 contains 467 members 
Mstep: Class 16 contains 8493 members 
Mstep: Class 17 contains 6267 members 
Mstep: Class 18 contains 2857 members 
Mstep: Class 19 contains 3255 members 
Mstep: Class 20 contains 33092 members 
Mstep: Class 21 contains 15780 members 
Mstep: Class 22 contains 25597 members 
Mstep: Class 23 contains 4881 members 
Mstep: Class 24 contains 33718 members 
Mstep: Class 25 contains 2506 members 
Mstep: Class 26 contains 9792 members 
Mstep: Class 27 contains 4361 members 
Mstep: Class 28 contains 38254 members 
Mstep: Class 29 contains 4544 members 
Mstep: Class 30 contains 1827 members 
Mstep: Class 31 contains 3317 members 
Mstep: Class 32 contains 987 members 
Mstep: Class 33 contains 16780 members 
Mstep: Class 34 contains 3069 members 
Mstep: Class 35 contains 147941 members 
Mstep: Class 36 contains 11569 members 
Mstep: Class 37 contains 1762 members 
Mstep: Class 38 contains 22600 members 
Mstep: Class 39 contains 2540 members 
Mstep: Class 40 contains 25366 members 
Mstep: Class 41 contains 11802 members 
Mstep: Class 42 contains 17627 members 
Mstep: Class 43 contains 12882 members 
Mstep: Class 44 contains 685 members 
Mstep: Class 45 contains 2174 members 
Mstep: Class 46 contains 1946 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100306840.000000 Penalty: 101793.265625
Iteration 227Q: 47 clusters Score -1.003068e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 13529 members 
Mstep: Class 2 contains 24016 members 
Mstep: Class 3 contains 48175 members 
Mstep: Class 4 contains 8107 members 
Mstep: Class 5 contains 4385 members 
Mstep: Class 6 contains 3986 members 
Mstep: Class 7 contains 75767 members 
Mstep: Class 8 contains 16376 members 
Mstep: Class 9 contains 21827 members 
Mstep: Class 10 contains 33466 members 
Mstep: Class 11 contains 44370 members 
Mstep: Class 12 contains 12388 members 
Mstep: Class 13 contains 17523 members 
Mstep: Class 14 contains 17920 members 
Mstep: Class 15 contains 467 members 
Mstep: Class 16 contains 8493 members 
Mstep: Class 17 contains 6267 members 
Mstep: Class 18 contains 2857 members 
Mstep: Class 19 contains 3255 members 
Mstep: Class 20 contains 33092 members 
Mstep: Class 21 contains 15782 members 
Mstep: Class 22 contains 25598 members 
Mstep: Class 23 contains 4881 members 
Mstep: Class 24 contains 33721 members 
Mstep: Class 25 contains 2506 members 
Mstep: Class 26 contains 9792 members 
Mstep: Class 27 contains 4358 members 
Mstep: Class 28 contains 38253 members 
Mstep: Class 29 contains 4544 members 
Mstep: Class 30 contains 1827 members 
Mstep: Class 31 contains 3317 members 
Mstep: Class 32 contains 987 members 
Mstep: Class 33 contains 16779 members 
Mstep: Class 34 contains 3069 members 
Mstep: Class 35 contains 147941 members 
Mstep: Class 36 contains 11569 members 
Mstep: Class 37 contains 1762 members 
Mstep: Class 38 contains 22600 members 
Mstep: Class 39 contains 2540 members 
Mstep: Class 40 contains 25367 members 
Mstep: Class 41 contains 11802 members 
Mstep: Class 42 contains 17626 members 
Mstep: Class 43 contains 12882 members 
Mstep: Class 44 contains 685 members 
Mstep: Class 45 contains 2174 members 
Mstep: Class 46 contains 1946 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100306840.000000 Penalty: 101793.265625
Iteration 228Q: 47 clusters Score -1.003068e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 13529 members 
Mstep: Class 2 contains 24016 members 
Mstep: Class 3 contains 48174 members 
Mstep: Class 4 contains 8107 members 
Mstep: Class 5 contains 4385 members 
Mstep: Class 6 contains 3986 members 
Mstep: Class 7 contains 75768 members 
Mstep: Class 8 contains 16376 members 
Mstep: Class 9 contains 21827 members 
Mstep: Class 10 contains 33469 members 
Mstep: Class 11 contains 44371 members 
Mstep: Class 12 contains 12388 members 
Mstep: Class 13 contains 17523 members 
Mstep: Class 14 contains 17920 members 
Mstep: Class 15 contains 467 members 
Mstep: Class 16 contains 8493 members 
Mstep: Class 17 contains 6267 members 
Mstep: Class 18 contains 2857 members 
Mstep: Class 19 contains 3255 members 
Mstep: Class 20 contains 33092 members 
Mstep: Class 21 contains 15784 members 
Mstep: Class 22 contains 25597 members 
Mstep: Class 23 contains 4881 members 
Mstep: Class 24 contains 33720 members 
Mstep: Class 25 contains 2506 members 
Mstep: Class 26 contains 9792 members 
Mstep: Class 27 contains 4357 members 
Mstep: Class 28 contains 38252 members 
Mstep: Class 29 contains 4544 members 
Mstep: Class 30 contains 1827 members 
Mstep: Class 31 contains 3317 members 
Mstep: Class 32 contains 987 members 
Mstep: Class 33 contains 16777 members 
Mstep: Class 34 contains 3069 members 
Mstep: Class 35 contains 147941 members 
Mstep: Class 36 contains 11569 members 
Mstep: Class 37 contains 1762 members 
Mstep: Class 38 contains 22600 members 
Mstep: Class 39 contains 2540 members 
Mstep: Class 40 contains 25367 members 
Mstep: Class 41 contains 11802 members 
Mstep: Class 42 contains 17626 members 
Mstep: Class 43 contains 12882 members 
Mstep: Class 44 contains 685 members 
Mstep: Class 45 contains 2174 members 
Mstep: Class 46 contains 1946 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100306808.000000 Penalty: 101793.265625
Iteration 229Q: 47 clusters Score -1.003068e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 13529 members 
Mstep: Class 2 contains 24017 members 
Mstep: Class 3 contains 48174 members 
Mstep: Class 4 contains 8107 members 
Mstep: Class 5 contains 4385 members 
Mstep: Class 6 contains 3986 members 
Mstep: Class 7 contains 75766 members 
Mstep: Class 8 contains 16375 members 
Mstep: Class 9 contains 21827 members 
Mstep: Class 10 contains 33470 members 
Mstep: Class 11 contains 44372 members 
Mstep: Class 12 contains 12388 members 
Mstep: Class 13 contains 17523 members 
Mstep: Class 14 contains 17920 members 
Mstep: Class 15 contains 467 members 
Mstep: Class 16 contains 8493 members 
Mstep: Class 17 contains 6267 members 
Mstep: Class 18 contains 2857 members 
Mstep: Class 19 contains 3255 members 
Mstep: Class 20 contains 33092 members 
Mstep: Class 21 contains 15784 members 
Mstep: Class 22 contains 25596 members 
Mstep: Class 23 contains 4881 members 
Mstep: Class 24 contains 33721 members 
Mstep: Class 25 contains 2506 members 
Mstep: Class 26 contains 9792 members 
Mstep: Class 27 contains 4355 members 
Mstep: Class 28 contains 38252 members 
Mstep: Class 29 contains 4544 members 
Mstep: Class 30 contains 1827 members 
Mstep: Class 31 contains 3317 members 
Mstep: Class 32 contains 987 members 
Mstep: Class 33 contains 16778 members 
Mstep: Class 34 contains 3069 members 
Mstep: Class 35 contains 147941 members 
Mstep: Class 36 contains 11569 members 
Mstep: Class 37 contains 1762 members 
Mstep: Class 38 contains 22600 members 
Mstep: Class 39 contains 2540 members 
Mstep: Class 40 contains 25368 members 
Mstep: Class 41 contains 11802 members 
Mstep: Class 42 contains 17626 members 
Mstep: Class 43 contains 12882 members 
Mstep: Class 44 contains 685 members 
Mstep: Class 45 contains 2174 members 
Mstep: Class 46 contains 1946 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100306768.000000 Penalty: 101793.265625
Iteration 230Q: 47 clusters Score -1.003068e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 13529 members 
Mstep: Class 2 contains 24016 members 
Mstep: Class 3 contains 48174 members 
Mstep: Class 4 contains 8107 members 
Mstep: Class 5 contains 4385 members 
Mstep: Class 6 contains 3986 members 
Mstep: Class 7 contains 75766 members 
Mstep: Class 8 contains 16374 members 
Mstep: Class 9 contains 21827 members 
Mstep: Class 10 contains 33472 members 
Mstep: Class 11 contains 44372 members 
Mstep: Class 12 contains 12388 members 
Mstep: Class 13 contains 17523 members 
Mstep: Class 14 contains 17920 members 
Mstep: Class 15 contains 467 members 
Mstep: Class 16 contains 8494 members 
Mstep: Class 17 contains 6267 members 
Mstep: Class 18 contains 2857 members 
Mstep: Class 19 contains 3255 members 
Mstep: Class 20 contains 33092 members 
Mstep: Class 21 contains 15785 members 
Mstep: Class 22 contains 25595 members 
Mstep: Class 23 contains 4881 members 
Mstep: Class 24 contains 33720 members 
Mstep: Class 25 contains 2506 members 
Mstep: Class 26 contains 9791 members 
Mstep: Class 27 contains 4357 members 
Mstep: Class 28 contains 38251 members 
Mstep: Class 29 contains 4544 members 
Mstep: Class 30 contains 1827 members 
Mstep: Class 31 contains 3317 members 
Mstep: Class 32 contains 987 members 
Mstep: Class 33 contains 16777 members 
Mstep: Class 34 contains 3069 members 
Mstep: Class 35 contains 147941 members 
Mstep: Class 36 contains 11569 members 
Mstep: Class 37 contains 1762 members 
Mstep: Class 38 contains 22600 members 
Mstep: Class 39 contains 2540 members 
Mstep: Class 40 contains 25370 members 
Mstep: Class 41 contains 11801 members 
Mstep: Class 42 contains 17626 members 
Mstep: Class 43 contains 12882 members 
Mstep: Class 44 contains 685 members 
Mstep: Class 45 contains 2174 members 
Mstep: Class 46 contains 1946 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100306784.000000 Penalty: 101793.265625
Iteration 231Q: 47 clusters Score -1.003068e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 13529 members 
Mstep: Class 2 contains 24016 members 
Mstep: Class 3 contains 48174 members 
Mstep: Class 4 contains 8107 members 
Mstep: Class 5 contains 4385 members 
Mstep: Class 6 contains 3986 members 
Mstep: Class 7 contains 75766 members 
Mstep: Class 8 contains 16371 members 
Mstep: Class 9 contains 21827 members 
Mstep: Class 10 contains 33474 members 
Mstep: Class 11 contains 44372 members 
Mstep: Class 12 contains 12388 members 
Mstep: Class 13 contains 17523 members 
Mstep: Class 14 contains 17920 members 
Mstep: Class 15 contains 467 members 
Mstep: Class 16 contains 8494 members 
Mstep: Class 17 contains 6267 members 
Mstep: Class 18 contains 2857 members 
Mstep: Class 19 contains 3255 members 
Mstep: Class 20 contains 33094 members 
Mstep: Class 21 contains 15785 members 
Mstep: Class 22 contains 25594 members 
Mstep: Class 23 contains 4881 members 
Mstep: Class 24 contains 33718 members 
Mstep: Class 25 contains 2506 members 
Mstep: Class 26 contains 9791 members 
Mstep: Class 27 contains 4358 members 
Mstep: Class 28 contains 38250 members 
Mstep: Class 29 contains 4544 members 
Mstep: Class 30 contains 1827 members 
Mstep: Class 31 contains 3317 members 
Mstep: Class 32 contains 987 members 
Mstep: Class 33 contains 16777 members 
Mstep: Class 34 contains 3069 members 
Mstep: Class 35 contains 147941 members 
Mstep: Class 36 contains 11569 members 
Mstep: Class 37 contains 1762 members 
Mstep: Class 38 contains 22600 members 
Mstep: Class 39 contains 2540 members 
Mstep: Class 40 contains 25372 members 
Mstep: Class 41 contains 11801 members 
Mstep: Class 42 contains 17626 members 
Mstep: Class 43 contains 12882 members 
Mstep: Class 44 contains 685 members 
Mstep: Class 45 contains 2174 members 
Mstep: Class 46 contains 1946 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100306720.000000 Penalty: 101793.265625
Iteration 232Q: 47 clusters Score -1.003067e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 13529 members 
Mstep: Class 2 contains 24016 members 
Mstep: Class 3 contains 48173 members 
Mstep: Class 4 contains 8107 members 
Mstep: Class 5 contains 4385 members 
Mstep: Class 6 contains 3986 members 
Mstep: Class 7 contains 75766 members 
Mstep: Class 8 contains 16370 members 
Mstep: Class 9 contains 21826 members 
Mstep: Class 10 contains 33476 members 
Mstep: Class 11 contains 44372 members 
Mstep: Class 12 contains 12388 members 
Mstep: Class 13 contains 17523 members 
Mstep: Class 14 contains 17920 members 
Mstep: Class 15 contains 467 members 
Mstep: Class 16 contains 8494 members 
Mstep: Class 17 contains 6267 members 
Mstep: Class 18 contains 2857 members 
Mstep: Class 19 contains 3255 members 
Mstep: Class 20 contains 33094 members 
Mstep: Class 21 contains 15785 members 
Mstep: Class 22 contains 25593 members 
Mstep: Class 23 contains 4881 members 
Mstep: Class 24 contains 33717 members 
Mstep: Class 25 contains 2506 members 
Mstep: Class 26 contains 9791 members 
Mstep: Class 27 contains 4359 members 
Mstep: Class 28 contains 38249 members 
Mstep: Class 29 contains 4544 members 
Mstep: Class 30 contains 1827 members 
Mstep: Class 31 contains 3317 members 
Mstep: Class 32 contains 987 members 
Mstep: Class 33 contains 16777 members 
Mstep: Class 34 contains 3069 members 
Mstep: Class 35 contains 147941 members 
Mstep: Class 36 contains 11569 members 
Mstep: Class 37 contains 1762 members 
Mstep: Class 38 contains 22600 members 
Mstep: Class 39 contains 2540 members 
Mstep: Class 40 contains 25375 members 
Mstep: Class 41 contains 11801 members 
Mstep: Class 42 contains 17626 members 
Mstep: Class 43 contains 12882 members 
Mstep: Class 44 contains 685 members 
Mstep: Class 45 contains 2174 members 
Mstep: Class 46 contains 1946 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100306728.000000 Penalty: 101793.265625
Iteration 233Q: 47 clusters Score -1.003067e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 13529 members 
Mstep: Class 2 contains 24016 members 
Mstep: Class 3 contains 48171 members 
Mstep: Class 4 contains 8107 members 
Mstep: Class 5 contains 4385 members 
Mstep: Class 6 contains 3985 members 
Mstep: Class 7 contains 75766 members 
Mstep: Class 8 contains 16370 members 
Mstep: Class 9 contains 21825 members 
Mstep: Class 10 contains 33477 members 
Mstep: Class 11 contains 44372 members 
Mstep: Class 12 contains 12388 members 
Mstep: Class 13 contains 17523 members 
Mstep: Class 14 contains 17920 members 
Mstep: Class 15 contains 467 members 
Mstep: Class 16 contains 8494 members 
Mstep: Class 17 contains 6267 members 
Mstep: Class 18 contains 2857 members 
Mstep: Class 19 contains 3255 members 
Mstep: Class 20 contains 33094 members 
Mstep: Class 21 contains 15785 members 
Mstep: Class 22 contains 25592 members 
Mstep: Class 23 contains 4881 members 
Mstep: Class 24 contains 33717 members 
Mstep: Class 25 contains 2506 members 
Mstep: Class 26 contains 9791 members 
Mstep: Class 27 contains 4360 members 
Mstep: Class 28 contains 38248 members 
Mstep: Class 29 contains 4544 members 
Mstep: Class 30 contains 1827 members 
Mstep: Class 31 contains 3317 members 
Mstep: Class 32 contains 987 members 
Mstep: Class 33 contains 16777 members 
Mstep: Class 34 contains 3069 members 
Mstep: Class 35 contains 147942 members 
Mstep: Class 36 contains 11569 members 
Mstep: Class 37 contains 1762 members 
Mstep: Class 38 contains 22600 members 
Mstep: Class 39 contains 2540 members 
Mstep: Class 40 contains 25377 members 
Mstep: Class 41 contains 11801 members 
Mstep: Class 42 contains 17626 members 
Mstep: Class 43 contains 12883 members 
Mstep: Class 44 contains 685 members 
Mstep: Class 45 contains 2174 members 
Mstep: Class 46 contains 1946 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100306720.000000 Penalty: 101793.265625
Iteration 234Q: 47 clusters Score -1.003067e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 13529 members 
Mstep: Class 2 contains 24016 members 
Mstep: Class 3 contains 48170 members 
Mstep: Class 4 contains 8107 members 
Mstep: Class 5 contains 4385 members 
Mstep: Class 6 contains 3985 members 
Mstep: Class 7 contains 75766 members 
Mstep: Class 8 contains 16372 members 
Mstep: Class 9 contains 21823 members 
Mstep: Class 10 contains 33477 members 
Mstep: Class 11 contains 44372 members 
Mstep: Class 12 contains 12388 members 
Mstep: Class 13 contains 17523 members 
Mstep: Class 14 contains 17920 members 
Mstep: Class 15 contains 467 members 
Mstep: Class 16 contains 8494 members 
Mstep: Class 17 contains 6267 members 
Mstep: Class 18 contains 2857 members 
Mstep: Class 19 contains 3255 members 
Mstep: Class 20 contains 33095 members 
Mstep: Class 21 contains 15786 members 
Mstep: Class 22 contains 25591 members 
Mstep: Class 23 contains 4881 members 
Mstep: Class 24 contains 33717 members 
Mstep: Class 25 contains 2506 members 
Mstep: Class 26 contains 9791 members 
Mstep: Class 27 contains 4360 members 
Mstep: Class 28 contains 38246 members 
Mstep: Class 29 contains 4544 members 
Mstep: Class 30 contains 1827 members 
Mstep: Class 31 contains 3317 members 
Mstep: Class 32 contains 987 members 
Mstep: Class 33 contains 16776 members 
Mstep: Class 34 contains 3069 members 
Mstep: Class 35 contains 147942 members 
Mstep: Class 36 contains 11569 members 
Mstep: Class 37 contains 1762 members 
Mstep: Class 38 contains 22600 members 
Mstep: Class 39 contains 2540 members 
Mstep: Class 40 contains 25380 members 
Mstep: Class 41 contains 11801 members 
Mstep: Class 42 contains 17627 members 
Mstep: Class 43 contains 12882 members 
Mstep: Class 44 contains 685 members 
Mstep: Class 45 contains 2174 members 
Mstep: Class 46 contains 1946 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100306656.000000 Penalty: 101793.265625
Iteration 235Q: 47 clusters Score -1.003067e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 13529 members 
Mstep: Class 2 contains 24016 members 
Mstep: Class 3 contains 48171 members 
Mstep: Class 4 contains 8107 members 
Mstep: Class 5 contains 4385 members 
Mstep: Class 6 contains 3986 members 
Mstep: Class 7 contains 75765 members 
Mstep: Class 8 contains 16372 members 
Mstep: Class 9 contains 21823 members 
Mstep: Class 10 contains 33477 members 
Mstep: Class 11 contains 44372 members 
Mstep: Class 12 contains 12388 members 
Mstep: Class 13 contains 17523 members 
Mstep: Class 14 contains 17920 members 
Mstep: Class 15 contains 467 members 
Mstep: Class 16 contains 8494 members 
Mstep: Class 17 contains 6267 members 
Mstep: Class 18 contains 2857 members 
Mstep: Class 19 contains 3255 members 
Mstep: Class 20 contains 33095 members 
Mstep: Class 21 contains 15786 members 
Mstep: Class 22 contains 25591 members 
Mstep: Class 23 contains 4881 members 
Mstep: Class 24 contains 33717 members 
Mstep: Class 25 contains 2506 members 
Mstep: Class 26 contains 9791 members 
Mstep: Class 27 contains 4360 members 
Mstep: Class 28 contains 38245 members 
Mstep: Class 29 contains 4544 members 
Mstep: Class 30 contains 1827 members 
Mstep: Class 31 contains 3317 members 
Mstep: Class 32 contains 987 members 
Mstep: Class 33 contains 16777 members 
Mstep: Class 34 contains 3069 members 
Mstep: Class 35 contains 147942 members 
Mstep: Class 36 contains 11569 members 
Mstep: Class 37 contains 1762 members 
Mstep: Class 38 contains 22600 members 
Mstep: Class 39 contains 2540 members 
Mstep: Class 40 contains 25380 members 
Mstep: Class 41 contains 11801 members 
Mstep: Class 42 contains 17627 members 
Mstep: Class 43 contains 12881 members 
Mstep: Class 44 contains 685 members 
Mstep: Class 45 contains 2174 members 
Mstep: Class 46 contains 1946 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100306664.000000 Penalty: 101793.265625
Iteration 236Q: 47 clusters Score -1.003067e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 13529 members 
Mstep: Class 2 contains 24016 members 
Mstep: Class 3 contains 48171 members 
Mstep: Class 4 contains 8107 members 
Mstep: Class 5 contains 4385 members 
Mstep: Class 6 contains 3986 members 
Mstep: Class 7 contains 75765 members 
Mstep: Class 8 contains 16372 members 
Mstep: Class 9 contains 21823 members 
Mstep: Class 10 contains 33477 members 
Mstep: Class 11 contains 44372 members 
Mstep: Class 12 contains 12388 members 
Mstep: Class 13 contains 17523 members 
Mstep: Class 14 contains 17920 members 
Mstep: Class 15 contains 467 members 
Mstep: Class 16 contains 8494 members 
Mstep: Class 17 contains 6267 members 
Mstep: Class 18 contains 2857 members 
Mstep: Class 19 contains 3255 members 
Mstep: Class 20 contains 33095 members 
Mstep: Class 21 contains 15786 members 
Mstep: Class 22 contains 25591 members 
Mstep: Class 23 contains 4881 members 
Mstep: Class 24 contains 33717 members 
Mstep: Class 25 contains 2506 members 
Mstep: Class 26 contains 9791 members 
Mstep: Class 27 contains 4360 members 
Mstep: Class 28 contains 38245 members 
Mstep: Class 29 contains 4544 members 
Mstep: Class 30 contains 1827 members 
Mstep: Class 31 contains 3317 members 
Mstep: Class 32 contains 987 members 
Mstep: Class 33 contains 16778 members 
Mstep: Class 34 contains 3069 members 
Mstep: Class 35 contains 147942 members 
Mstep: Class 36 contains 11569 members 
Mstep: Class 37 contains 1762 members 
Mstep: Class 38 contains 22600 members 
Mstep: Class 39 contains 2540 members 
Mstep: Class 40 contains 25379 members 
Mstep: Class 41 contains 11801 members 
Mstep: Class 42 contains 17627 members 
Mstep: Class 43 contains 12881 members 
Mstep: Class 44 contains 685 members 
Mstep: Class 45 contains 2174 members 
Mstep: Class 46 contains 1946 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100306664.000000 Penalty: 101793.265625
Iteration 237Q: 47 clusters Score -1.003067e+08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 13529 members 
Mstep: Class 2 contains 24016 members 
Mstep: Class 3 contains 48171 members 
Mstep: Class 4 contains 8107 members 
Mstep: Class 5 contains 4385 members 
Mstep: Class 6 contains 3986 members 
Mstep: Class 7 contains 75765 members 
Mstep: Class 8 contains 16372 members 
Mstep: Class 9 contains 21823 members 
Mstep: Class 10 contains 33477 members 
Mstep: Class 11 contains 44372 members 
Mstep: Class 12 contains 12388 members 
Mstep: Class 13 contains 17523 members 
Mstep: Class 14 contains 17920 members 
Mstep: Class 15 contains 467 members 
Mstep: Class 16 contains 8494 members 
Mstep: Class 17 contains 6267 members 
Mstep: Class 18 contains 2857 members 
Mstep: Class 19 contains 3255 members 
Mstep: Class 20 contains 33095 members 
Mstep: Class 21 contains 15786 members 
Mstep: Class 22 contains 25591 members 
Mstep: Class 23 contains 4881 members 
Mstep: Class 24 contains 33717 members 
Mstep: Class 25 contains 2506 members 
Mstep: Class 26 contains 9791 members 
Mstep: Class 27 contains 4360 members 
Mstep: Class 28 contains 38245 members 
Mstep: Class 29 contains 4544 members 
Mstep: Class 30 contains 1827 members 
Mstep: Class 31 contains 3317 members 
Mstep: Class 32 contains 987 members 
Mstep: Class 33 contains 16778 members 
Mstep: Class 34 contains 3069 members 
Mstep: Class 35 contains 147942 members 
Mstep: Class 36 contains 11569 members 
Mstep: Class 37 contains 1762 members 
Mstep: Class 38 contains 22600 members 
Mstep: Class 39 contains 2540 members 
Mstep: Class 40 contains 25379 members 
Mstep: Class 41 contains 11801 members 
Mstep: Class 42 contains 17627 members 
Mstep: Class 43 contains 12881 members 
Mstep: Class 44 contains 685 members 
Mstep: Class 45 contains 2174 members 
Mstep: Class 46 contains 1946 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100306664.000000 Penalty: 101793.265625
Iteration 238F: 47 clusters Score -1.003067e+08 nChanged 0
Entering ConstructFrom: 
Score: -100306664.000000 Penalty: 101793.265625
Entering ConstructFrom: 
Trying to split cluster 1 (13529 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13529 members 
Entering Unmasked Estep 
Score: -1716220.750000 Penalty: 1545.795898
	Iteration 0F: 2 clusters Score -1716221 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6767 members 
Mstep: Class 2 contains 6762 members 
Entering Unmasked Estep 
Score: -1706882.750000 Penalty: 3091.591797
	Iteration 0F: 3 clusters Score -1706883 nChanged 5953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6900 members 
Mstep: Class 2 contains 6629 members 
Entering Unmasked Estep 
Score: -1710069.000000 Penalty: 3091.591797
	Iteration 1F: 3 clusters Score -1710069 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6975 members 
Mstep: Class 2 contains 6554 members 
Entering Unmasked Estep 
Score: -1710379.750000 Penalty: 3091.591797
	Iteration 2F: 3 clusters Score -1710380 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6996 members 
Mstep: Class 2 contains 6533 members 
Entering Unmasked Estep 
Score: -1710665.125000 Penalty: 3091.591797
	Iteration 3Q: 3 clusters Score -1710665 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6970 members 
Mstep: Class 2 contains 6559 members 
Entering Unmasked Estep 
Score: -1710946.750000 Penalty: 3091.591797
	Iteration 4Q: 3 clusters Score -1710947 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6890 members 
Mstep: Class 2 contains 6639 members 
Entering Unmasked Estep 
Score: -1711257.750000 Penalty: 3091.591797
	Iteration 5Q: 3 clusters Score -1711258 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6739 members 
Mstep: Class 2 contains 6790 members 
Entering Unmasked Estep 
Score: -1711647.625000 Penalty: 3091.591797
	Iteration 6F: 3 clusters Score -1711648 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6541 members 
Mstep: Class 2 contains 6988 members 
Entering Unmasked Estep 
Score: -1712118.000000 Penalty: 3091.591797
	Iteration 7F: 3 clusters Score -1712118 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6300 members 
Mstep: Class 2 contains 7229 members 
Entering Unmasked Estep 
Score: -1712588.375000 Penalty: 3091.591797
	Iteration 8F: 3 clusters Score -1712588 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6051 members 
Mstep: Class 2 contains 7478 members 
Entering Unmasked Estep 
Score: -1713028.250000 Penalty: 3091.591797
	Iteration 9F: 3 clusters Score -1713028 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5832 members 
Mstep: Class 2 contains 7697 members 
Entering Unmasked Estep 
Score: -1713382.500000 Penalty: 3091.591797
	Iteration 10F: 3 clusters Score -1713382 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 7905 members 
Entering Unmasked Estep 
Score: -1713657.750000 Penalty: 3091.591797
	Iteration 11Q: 3 clusters Score -1713658 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 8083 members 
Entering Unmasked Estep 
Score: -1713849.500000 Penalty: 3091.591797
	Iteration 12Q: 3 clusters Score -1713850 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5273 members 
Mstep: Class 2 contains 8256 members 
Entering Unmasked Estep 
Score: -1713993.125000 Penalty: 3091.591797
	Iteration 13Q: 3 clusters Score -1713993 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 8421 members 
Entering Unmasked Estep 
Score: -1714083.000000 Penalty: 3091.591797
	Iteration 14Q: 3 clusters Score -1714083 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4946 members 
Mstep: Class 2 contains 8583 members 
Entering Unmasked Estep 
Score: -1714144.750000 Penalty: 3091.591797
	Iteration 15Q: 3 clusters Score -1714145 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 8736 members 
Entering Unmasked Estep 
Score: -1714209.625000 Penalty: 3091.591797
	Iteration 16Q: 3 clusters Score -1714210 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 8906 members 
Entering Unmasked Estep 
Score: -1714263.500000 Penalty: 3091.591797
	Iteration 17Q: 3 clusters Score -1714264 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 9081 members 
Entering Unmasked Estep 
Score: -1714325.625000 Penalty: 3091.591797
	Iteration 18Q: 3 clusters Score -1714326 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 9275 members 
Entering Unmasked Estep 
Score: -1714374.125000 Penalty: 3091.591797
	Iteration 19Q: 3 clusters Score -1714374 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 9448 members 
Entering Unmasked Estep 
Score: -1714416.375000 Penalty: 3091.591797
	Iteration 20F: 3 clusters Score -1714416 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 9612 members 
Entering Unmasked Estep 
Score: -1714463.125000 Penalty: 3091.591797
	Iteration 21Q: 3 clusters Score -1714463 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 9765 members 
Entering Unmasked Estep 
Score: -1714499.500000 Penalty: 3091.591797
	Iteration 22Q: 3 clusters Score -1714500 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 9924 members 
Entering Unmasked Estep 
Score: -1714534.750000 Penalty: 3091.591797
	Iteration 23Q: 3 clusters Score -1714535 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 10082 members 
Entering Unmasked Estep 
Score: -1714579.500000 Penalty: 3091.591797
	Iteration 24Q: 3 clusters Score -1714580 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 10225 members 
Entering Unmasked Estep 
Score: -1714619.000000 Penalty: 3091.591797
	Iteration 25Q: 3 clusters Score -1714619 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 10359 members 
Entering Unmasked Estep 
Score: -1714647.750000 Penalty: 3091.591797
	Iteration 26Q: 3 clusters Score -1714648 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 10478 members 
Entering Unmasked Estep 
Score: -1714677.500000 Penalty: 3091.591797
	Iteration 27Q: 3 clusters Score -1714678 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 10598 members 
Entering Unmasked Estep 
Score: -1714699.250000 Penalty: 3091.591797
	Iteration 28Q: 3 clusters Score -1714699 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 10707 members 
Entering Unmasked Estep 
Score: -1714724.875000 Penalty: 3091.591797
	Iteration 29Q: 3 clusters Score -1714725 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 10827 members 
Entering Unmasked Estep 
Score: -1714757.250000 Penalty: 3091.591797
	Iteration 30Q: 3 clusters Score -1714757 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 10943 members 
Entering Unmasked Estep 
Score: -1714791.000000 Penalty: 3091.591797
	Iteration 31Q: 3 clusters Score -1714791 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 11056 members 
Entering Unmasked Estep 
Score: -1714817.625000 Penalty: 3091.591797
	Iteration 32Q: 3 clusters Score -1714818 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 11151 members 
Entering Unmasked Estep 
Score: -1714844.250000 Penalty: 3091.591797
	Iteration 33Q: 3 clusters Score -1714844 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 11245 members 
Entering Unmasked Estep 
Score: -1714868.000000 Penalty: 3091.591797
	Iteration 34Q: 3 clusters Score -1714868 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 11346 members 
Entering Unmasked Estep 
Score: -1714894.875000 Penalty: 3091.591797
	Iteration 35Q: 3 clusters Score -1714895 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 11424 members 
Entering Unmasked Estep 
Score: -1714915.125000 Penalty: 3091.591797
	Iteration 36Q: 3 clusters Score -1714915 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 11503 members 
Entering Unmasked Estep 
Score: -1714930.250000 Penalty: 3091.591797
	Iteration 37Q: 3 clusters Score -1714930 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 11569 members 
Entering Unmasked Estep 
Score: -1714951.625000 Penalty: 3091.591797
	Iteration 38Q: 3 clusters Score -1714952 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 11641 members 
Entering Unmasked Estep 
Score: -1714978.625000 Penalty: 3091.591797
	Iteration 39Q: 3 clusters Score -1714979 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 11700 members 
Entering Unmasked Estep 
Score: -1714998.750000 Penalty: 3091.591797
	Iteration 40F: 3 clusters Score -1714999 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 11755 members 
Entering Unmasked Estep 
Score: -1715013.250000 Penalty: 3091.591797
	Iteration 41Q: 3 clusters Score -1715013 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 11823 members 
Entering Unmasked Estep 
Score: -1715043.500000 Penalty: 3091.591797
	Iteration 42Q: 3 clusters Score -1715044 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 11876 members 
Entering Unmasked Estep 
Score: -1715057.750000 Penalty: 3091.591797
	Iteration 43Q: 3 clusters Score -1715058 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 11936 members 
Entering Unmasked Estep 
Score: -1715074.875000 Penalty: 3091.591797
	Iteration 44Q: 3 clusters Score -1715075 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 11988 members 
Entering Unmasked Estep 
Score: -1715091.625000 Penalty: 3091.591797
	Iteration 45Q: 3 clusters Score -1715092 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 12034 members 
Entering Unmasked Estep 
Score: -1715105.250000 Penalty: 3091.591797
	Iteration 46Q: 3 clusters Score -1715105 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 12075 members 
Entering Unmasked Estep 
Score: -1715120.125000 Penalty: 3091.591797
	Iteration 47Q: 3 clusters Score -1715120 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 12111 members 
Entering Unmasked Estep 
Score: -1715124.625000 Penalty: 3091.591797
	Iteration 48Q: 3 clusters Score -1715125 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 12142 members 
Entering Unmasked Estep 
Score: -1715132.750000 Penalty: 3091.591797
	Iteration 49Q: 3 clusters Score -1715133 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 12178 members 
Entering Unmasked Estep 
Score: -1715150.375000 Penalty: 3091.591797
	Iteration 50Q: 3 clusters Score -1715150 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 12228 members 
Entering Unmasked Estep 
Score: -1715162.875000 Penalty: 3091.591797
	Iteration 51Q: 3 clusters Score -1715163 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 12272 members 
Entering Unmasked Estep 
Score: -1715176.375000 Penalty: 3091.591797
	Iteration 52Q: 3 clusters Score -1715176 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 12307 members 
Entering Unmasked Estep 
Score: -1715193.125000 Penalty: 3091.591797
	Iteration 53Q: 3 clusters Score -1715193 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 12339 members 
Entering Unmasked Estep 
Score: -1715200.625000 Penalty: 3091.591797
	Iteration 54Q: 3 clusters Score -1715201 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 12363 members 
Entering Unmasked Estep 
Score: -1715209.125000 Penalty: 3091.591797
	Iteration 55Q: 3 clusters Score -1715209 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 12381 members 
Entering Unmasked Estep 
Score: -1715212.750000 Penalty: 3091.591797
	Iteration 56Q: 3 clusters Score -1715213 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 12402 members 
Entering Unmasked Estep 
Score: -1715215.625000 Penalty: 3091.591797
	Iteration 57Q: 3 clusters Score -1715216 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 12416 members 
Entering Unmasked Estep 
Score: -1715220.000000 Penalty: 3091.591797
	Iteration 58Q: 3 clusters Score -1715220 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 12428 members 
Entering Unmasked Estep 
Score: -1715221.875000 Penalty: 3091.591797
	Iteration 59Q: 3 clusters Score -1715222 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 12436 members 
Entering Unmasked Estep 
Score: -1715226.000000 Penalty: 3091.591797
	Iteration 60F: 3 clusters Score -1715226 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 12452 members 
Entering Unmasked Estep 
Score: -1715227.750000 Penalty: 3091.591797
	Iteration 61Q: 3 clusters Score -1715228 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 12467 members 
Entering Unmasked Estep 
Score: -1715230.625000 Penalty: 3091.591797
	Iteration 62Q: 3 clusters Score -1715231 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 12478 members 
Entering Unmasked Estep 
Score: -1715236.375000 Penalty: 3091.591797
	Iteration 63Q: 3 clusters Score -1715236 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 12484 members 
Entering Unmasked Estep 
Score: -1715240.625000 Penalty: 3091.591797
	Iteration 64Q: 3 clusters Score -1715241 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 12492 members 
Entering Unmasked Estep 
Score: -1715238.250000 Penalty: 3091.591797
	Iteration 65Q: 3 clusters Score -1715238 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 12496 members 
Entering Unmasked Estep 
Score: -1715241.750000 Penalty: 3091.591797
	Iteration 66Q: 3 clusters Score -1715242 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 12500 members 
Entering Unmasked Estep 
Score: -1715239.875000 Penalty: 3091.591797
	Iteration 67Q: 3 clusters Score -1715240 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 12501 members 
Entering Unmasked Estep 
Score: -1715241.750000 Penalty: 3091.591797
	Iteration 68Q: 3 clusters Score -1715242 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 12503 members 
Entering Unmasked Estep 
Score: -1715242.625000 Penalty: 3091.591797
	Iteration 69Q: 3 clusters Score -1715243 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 12504 members 
Entering Unmasked Estep 
Score: -1715244.625000 Penalty: 3091.591797
	Iteration 70Q: 3 clusters Score -1715245 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 12507 members 
Entering Unmasked Estep 
Score: -1715244.250000 Penalty: 3091.591797
	Iteration 71Q: 3 clusters Score -1715244 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 12511 members 
Entering Unmasked Estep 
Score: -1715247.875000 Penalty: 3091.591797
	Iteration 72Q: 3 clusters Score -1715248 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 12515 members 
Entering Unmasked Estep 
Score: -1715248.625000 Penalty: 3091.591797
	Iteration 73Q: 3 clusters Score -1715249 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 12520 members 
Entering Unmasked Estep 
Score: -1715248.375000 Penalty: 3091.591797
	Iteration 74Q: 3 clusters Score -1715248 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 12523 members 
Entering Unmasked Estep 
Score: -1715252.250000 Penalty: 3091.591797
	Iteration 75Q: 3 clusters Score -1715252 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 12525 members 
Entering Unmasked Estep 
Score: -1715251.500000 Penalty: 3091.591797
	Iteration 76Q: 3 clusters Score -1715252 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 12524 members 
Entering Unmasked Estep 
Score: -1715248.500000 Penalty: 3091.591797
	Iteration 77Q: 3 clusters Score -1715248 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 12524 members 
Entering Unmasked Estep 
Score: -1715250.500000 Penalty: 3091.591797
	Iteration 78Q: 3 clusters Score -1715250 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 12525 members 
Entering Unmasked Estep 
Score: -1715250.375000 Penalty: 3091.591797
	Iteration 79Q: 3 clusters Score -1715250 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 12527 members 
Entering Unmasked Estep 
Score: -1715249.375000 Penalty: 3091.591797
	Iteration 80F: 3 clusters Score -1715249 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 12528 members 
Entering Unmasked Estep 
Score: -1715248.750000 Penalty: 3091.591797
	Iteration 81Q: 3 clusters Score -1715249 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 12531 members 
Entering Unmasked Estep 
Score: -1715252.875000 Penalty: 3091.591797
	Iteration 82Q: 3 clusters Score -1715253 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 12535 members 
Entering Unmasked Estep 
Score: -1715254.375000 Penalty: 3091.591797
	Iteration 83Q: 3 clusters Score -1715254 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 12538 members 
Entering Unmasked Estep 
Score: -1715252.875000 Penalty: 3091.591797
	Iteration 84Q: 3 clusters Score -1715253 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 12542 members 
Entering Unmasked Estep 
Score: -1715252.875000 Penalty: 3091.591797
	Iteration 85Q: 3 clusters Score -1715253 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 12545 members 
Entering Unmasked Estep 
Score: -1715256.875000 Penalty: 3091.591797
	Iteration 86Q: 3 clusters Score -1715257 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 12550 members 
Entering Unmasked Estep 
Score: -1715256.625000 Penalty: 3091.591797
	Iteration 87Q: 3 clusters Score -1715257 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 12552 members 
Entering Unmasked Estep 
Score: -1715256.750000 Penalty: 3091.591797
	Iteration 88Q: 3 clusters Score -1715257 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 12553 members 
Entering Unmasked Estep 
Score: -1715256.375000 Penalty: 3091.591797
	Iteration 89Q: 3 clusters Score -1715256 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 12554 members 
Entering Unmasked Estep 
Score: -1715255.875000 Penalty: 3091.591797
	Iteration 90Q: 3 clusters Score -1715256 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 12554 members 
Entering Unmasked Estep 
Score: -1715255.875000 Penalty: 3091.591797
	Iteration 91F: 3 clusters Score -1715256 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (24016 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24016 members 
Entering Unmasked Estep 
Score: -3079977.750000 Penalty: 1639.052246
	Iteration 0F: 2 clusters Score -3079978 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12087 members 
Mstep: Class 2 contains 11929 members 
Entering Unmasked Estep 
Score: -3063646.500000 Penalty: 3278.104492
	Iteration 0F: 3 clusters Score -3063646 nChanged 11022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12669 members 
Mstep: Class 2 contains 11347 members 
Entering Unmasked Estep 
Score: -3069586.750000 Penalty: 3278.104492
	Iteration 1F: 3 clusters Score -3069587 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13128 members 
Mstep: Class 2 contains 10888 members 
Entering Unmasked Estep 
Score: -3070000.500000 Penalty: 3278.104492
	Iteration 2Q: 3 clusters Score -3070000 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13785 members 
Mstep: Class 2 contains 10231 members 
Entering Unmasked Estep 
Score: -3070460.250000 Penalty: 3278.104492
	Iteration 3Q: 3 clusters Score -3070460 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14702 members 
Mstep: Class 2 contains 9314 members 
Entering Unmasked Estep 
Score: -3071094.250000 Penalty: 3278.104492
	Iteration 4F: 3 clusters Score -3071094 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15868 members 
Mstep: Class 2 contains 8148 members 
Entering Unmasked Estep 
Score: -3071952.250000 Penalty: 3278.104492
	Iteration 5F: 3 clusters Score -3071952 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17260 members 
Mstep: Class 2 contains 6756 members 
Entering Unmasked Estep 
Score: -3073131.000000 Penalty: 3278.104492
	Iteration 6F: 3 clusters Score -3073131 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18687 members 
Mstep: Class 2 contains 5329 members 
Entering Unmasked Estep 
Score: -3074511.750000 Penalty: 3278.104492
	Iteration 7F: 3 clusters Score -3074512 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19916 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -3075723.500000 Penalty: 3278.104492
	Iteration 8F: 3 clusters Score -3075724 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20848 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -3076682.250000 Penalty: 3278.104492
	Iteration 9Q: 3 clusters Score -3076682 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21517 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -3077372.250000 Penalty: 3278.104492
	Iteration 10Q: 3 clusters Score -3077372 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21955 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -3077801.500000 Penalty: 3278.104492
	Iteration 11Q: 3 clusters Score -3077802 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22244 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -3078076.500000 Penalty: 3278.104492
	Iteration 12Q: 3 clusters Score -3078076 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22455 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -3078273.000000 Penalty: 3278.104492
	Iteration 13Q: 3 clusters Score -3078273 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22597 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -3078404.500000 Penalty: 3278.104492
	Iteration 14Q: 3 clusters Score -3078404 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22712 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -3078523.250000 Penalty: 3278.104492
	Iteration 15Q: 3 clusters Score -3078523 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22788 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -3078627.000000 Penalty: 3278.104492
	Iteration 16Q: 3 clusters Score -3078627 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22854 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -3078715.250000 Penalty: 3278.104492
	Iteration 17Q: 3 clusters Score -3078715 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22902 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -3078764.750000 Penalty: 3278.104492
	Iteration 18Q: 3 clusters Score -3078765 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22935 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -3078823.000000 Penalty: 3278.104492
	Iteration 19Q: 3 clusters Score -3078823 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22956 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -3078861.000000 Penalty: 3278.104492
	Iteration 20F: 3 clusters Score -3078861 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22972 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -3078896.750000 Penalty: 3278.104492
	Iteration 21Q: 3 clusters Score -3078897 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22978 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -3078922.500000 Penalty: 3278.104492
	Iteration 22Q: 3 clusters Score -3078922 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22982 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -3078938.750000 Penalty: 3278.104492
	Iteration 23Q: 3 clusters Score -3078939 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22981 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -3078952.250000 Penalty: 3278.104492
	Iteration 24Q: 3 clusters Score -3078952 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22985 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -3078960.250000 Penalty: 3278.104492
	Iteration 25Q: 3 clusters Score -3078960 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22980 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -3078968.000000 Penalty: 3278.104492
	Iteration 26Q: 3 clusters Score -3078968 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22976 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -3078972.250000 Penalty: 3278.104492
	Iteration 27Q: 3 clusters Score -3078972 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22973 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -3078985.250000 Penalty: 3278.104492
	Iteration 28Q: 3 clusters Score -3078985 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22970 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -3078986.750000 Penalty: 3278.104492
	Iteration 29Q: 3 clusters Score -3078987 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22962 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -3078998.500000 Penalty: 3278.104492
	Iteration 30Q: 3 clusters Score -3078998 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22960 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -3079003.500000 Penalty: 3278.104492
	Iteration 31Q: 3 clusters Score -3079004 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22955 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -3079010.750000 Penalty: 3278.104492
	Iteration 32Q: 3 clusters Score -3079011 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22948 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -3079022.500000 Penalty: 3278.104492
	Iteration 33Q: 3 clusters Score -3079022 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22940 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -3079033.000000 Penalty: 3278.104492
	Iteration 34Q: 3 clusters Score -3079033 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22933 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -3079039.750000 Penalty: 3278.104492
	Iteration 35Q: 3 clusters Score -3079040 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22932 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -3079042.500000 Penalty: 3278.104492
	Iteration 36Q: 3 clusters Score -3079042 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22931 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -3079048.250000 Penalty: 3278.104492
	Iteration 37Q: 3 clusters Score -3079048 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22933 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -3079052.000000 Penalty: 3278.104492
	Iteration 38Q: 3 clusters Score -3079052 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22934 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -3079063.000000 Penalty: 3278.104492
	Iteration 39Q: 3 clusters Score -3079063 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22933 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -3079059.750000 Penalty: 3278.104492
	Iteration 40F: 3 clusters Score -3079060 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22932 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -3079076.250000 Penalty: 3278.104492
	Iteration 41Q: 3 clusters Score -3079076 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22926 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -3079087.500000 Penalty: 3278.104492
	Iteration 42Q: 3 clusters Score -3079088 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22924 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -3079095.500000 Penalty: 3278.104492
	Iteration 43Q: 3 clusters Score -3079096 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22928 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -3079101.000000 Penalty: 3278.104492
	Iteration 44Q: 3 clusters Score -3079101 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22928 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -3079103.750000 Penalty: 3278.104492
	Iteration 45Q: 3 clusters Score -3079104 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22929 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -3079104.750000 Penalty: 3278.104492
	Iteration 46Q: 3 clusters Score -3079105 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22924 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -3079109.500000 Penalty: 3278.104492
	Iteration 47Q: 3 clusters Score -3079110 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22925 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -3079112.750000 Penalty: 3278.104492
	Iteration 48Q: 3 clusters Score -3079113 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22922 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -3079116.250000 Penalty: 3278.104492
	Iteration 49Q: 3 clusters Score -3079116 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22916 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -3079117.500000 Penalty: 3278.104492
	Iteration 50Q: 3 clusters Score -3079118 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22914 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -3079120.500000 Penalty: 3278.104492
	Iteration 51Q: 3 clusters Score -3079120 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22915 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -3079121.000000 Penalty: 3278.104492
	Iteration 52Q: 3 clusters Score -3079121 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22914 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -3079119.500000 Penalty: 3278.104492
	Iteration 53Q: 3 clusters Score -3079120 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22913 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -3079120.750000 Penalty: 3278.104492
	Iteration 54Q: 3 clusters Score -3079121 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22913 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -3079120.750000 Penalty: 3278.104492
	Iteration 55F: 3 clusters Score -3079121 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (48171 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48171 members 
Entering Unmasked Estep 
Score: -6078075.000000 Penalty: 1752.158325
	Iteration 0F: 2 clusters Score -6078075 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23779 members 
Mstep: Class 2 contains 24392 members 
Entering Unmasked Estep 
Score: -6046018.500000 Penalty: 3504.316650
	Iteration 0F: 3 clusters Score -6046018 nChanged 22436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20431 members 
Mstep: Class 2 contains 27740 members 
Entering Unmasked Estep 
Score: -6059369.500000 Penalty: 3504.316650
	Iteration 1F: 3 clusters Score -6059370 nChanged 3063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18268 members 
Mstep: Class 2 contains 29903 members 
Entering Unmasked Estep 
Score: -6061085.000000 Penalty: 3504.316650
	Iteration 2F: 3 clusters Score -6061085 nChanged 3565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15401 members 
Mstep: Class 2 contains 32770 members 
Entering Unmasked Estep 
Score: -6063735.500000 Penalty: 3504.316650
	Iteration 3F: 3 clusters Score -6063736 nChanged 3866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12119 members 
Mstep: Class 2 contains 36052 members 
Entering Unmasked Estep 
Score: -6067121.500000 Penalty: 3504.316650
	Iteration 4F: 3 clusters Score -6067122 nChanged 3550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9085 members 
Mstep: Class 2 contains 39086 members 
Entering Unmasked Estep 
Score: -6070457.500000 Penalty: 3504.316650
	Iteration 5F: 3 clusters Score -6070458 nChanged 2627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6918 members 
Mstep: Class 2 contains 41253 members 
Entering Unmasked Estep 
Score: -6073002.500000 Penalty: 3504.316650
	Iteration 6F: 3 clusters Score -6073002 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5669 members 
Mstep: Class 2 contains 42502 members 
Entering Unmasked Estep 
Score: -6074601.500000 Penalty: 3504.316650
	Iteration 7Q: 3 clusters Score -6074602 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 43091 members 
Entering Unmasked Estep 
Score: -6075549.500000 Penalty: 3504.316650
	Iteration 8Q: 3 clusters Score -6075550 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 43367 members 
Entering Unmasked Estep 
Score: -6076084.500000 Penalty: 3504.316650
	Iteration 9Q: 3 clusters Score -6076084 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 43530 members 
Entering Unmasked Estep 
Score: -6076386.000000 Penalty: 3504.316650
	Iteration 10Q: 3 clusters Score -6076386 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 43625 members 
Entering Unmasked Estep 
Score: -6076578.000000 Penalty: 3504.316650
	Iteration 11Q: 3 clusters Score -6076578 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 43661 members 
Entering Unmasked Estep 
Score: -6076674.500000 Penalty: 3504.316650
	Iteration 12Q: 3 clusters Score -6076674 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 43644 members 
Entering Unmasked Estep 
Score: -6076713.500000 Penalty: 3504.316650
	Iteration 13Q: 3 clusters Score -6076714 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 43590 members 
Entering Unmasked Estep 
Score: -6076778.500000 Penalty: 3504.316650
	Iteration 14Q: 3 clusters Score -6076778 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 43515 members 
Entering Unmasked Estep 
Score: -6076814.500000 Penalty: 3504.316650
	Iteration 15Q: 3 clusters Score -6076814 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 43459 members 
Entering Unmasked Estep 
Score: -6076837.000000 Penalty: 3504.316650
	Iteration 16Q: 3 clusters Score -6076837 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 43405 members 
Entering Unmasked Estep 
Score: -6076847.500000 Penalty: 3504.316650
	Iteration 17Q: 3 clusters Score -6076848 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 43367 members 
Entering Unmasked Estep 
Score: -6076863.500000 Penalty: 3504.316650
	Iteration 18Q: 3 clusters Score -6076864 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 43329 members 
Entering Unmasked Estep 
Score: -6076868.500000 Penalty: 3504.316650
	Iteration 19Q: 3 clusters Score -6076868 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 43278 members 
Entering Unmasked Estep 
Score: -6076864.000000 Penalty: 3504.316650
	Iteration 20F: 3 clusters Score -6076864 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 43231 members 
Entering Unmasked Estep 
Score: -6076883.500000 Penalty: 3504.316650
	Iteration 21Q: 3 clusters Score -6076884 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 43183 members 
Entering Unmasked Estep 
Score: -6076894.000000 Penalty: 3504.316650
	Iteration 22Q: 3 clusters Score -6076894 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 43139 members 
Entering Unmasked Estep 
Score: -6076921.000000 Penalty: 3504.316650
	Iteration 23Q: 3 clusters Score -6076921 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 43083 members 
Entering Unmasked Estep 
Score: -6076925.500000 Penalty: 3504.316650
	Iteration 24Q: 3 clusters Score -6076926 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 43046 members 
Entering Unmasked Estep 
Score: -6076925.000000 Penalty: 3504.316650
	Iteration 25Q: 3 clusters Score -6076925 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 43011 members 
Entering Unmasked Estep 
Score: -6076924.500000 Penalty: 3504.316650
	Iteration 26Q: 3 clusters Score -6076924 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 42971 members 
Entering Unmasked Estep 
Score: -6076945.000000 Penalty: 3504.316650
	Iteration 27Q: 3 clusters Score -6076945 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 42934 members 
Entering Unmasked Estep 
Score: -6076942.500000 Penalty: 3504.316650
	Iteration 28Q: 3 clusters Score -6076942 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5278 members 
Mstep: Class 2 contains 42893 members 
Entering Unmasked Estep 
Score: -6076951.500000 Penalty: 3504.316650
	Iteration 29Q: 3 clusters Score -6076952 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 42850 members 
Entering Unmasked Estep 
Score: -6076961.000000 Penalty: 3504.316650
	Iteration 30Q: 3 clusters Score -6076961 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 42797 members 
Entering Unmasked Estep 
Score: -6076962.000000 Penalty: 3504.316650
	Iteration 31Q: 3 clusters Score -6076962 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 42746 members 
Entering Unmasked Estep 
Score: -6076987.000000 Penalty: 3504.316650
	Iteration 32Q: 3 clusters Score -6076987 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 42698 members 
Entering Unmasked Estep 
Score: -6076993.000000 Penalty: 3504.316650
	Iteration 33Q: 3 clusters Score -6076993 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5530 members 
Mstep: Class 2 contains 42641 members 
Entering Unmasked Estep 
Score: -6076985.500000 Penalty: 3504.316650
	Iteration 34Q: 3 clusters Score -6076986 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5578 members 
Mstep: Class 2 contains 42593 members 
Entering Unmasked Estep 
Score: -6076992.000000 Penalty: 3504.316650
	Iteration 35Q: 3 clusters Score -6076992 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5631 members 
Mstep: Class 2 contains 42540 members 
Entering Unmasked Estep 
Score: -6077004.500000 Penalty: 3504.316650
	Iteration 36Q: 3 clusters Score -6077004 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5680 members 
Mstep: Class 2 contains 42491 members 
Entering Unmasked Estep 
Score: -6076993.500000 Penalty: 3504.316650
	Iteration 37Q: 3 clusters Score -6076994 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5726 members 
Mstep: Class 2 contains 42445 members 
Entering Unmasked Estep 
Score: -6077002.000000 Penalty: 3504.316650
	Iteration 38Q: 3 clusters Score -6077002 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5774 members 
Mstep: Class 2 contains 42397 members 
Entering Unmasked Estep 
Score: -6077000.500000 Penalty: 3504.316650
	Iteration 39Q: 3 clusters Score -6077000 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5820 members 
Mstep: Class 2 contains 42351 members 
Entering Unmasked Estep 
Score: -6077016.500000 Penalty: 3504.316650
	Iteration 40F: 3 clusters Score -6077016 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5880 members 
Mstep: Class 2 contains 42291 members 
Entering Unmasked Estep 
Score: -6077031.000000 Penalty: 3504.316650
	Iteration 41Q: 3 clusters Score -6077031 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5948 members 
Mstep: Class 2 contains 42223 members 
Entering Unmasked Estep 
Score: -6077024.500000 Penalty: 3504.316650
	Iteration 42Q: 3 clusters Score -6077024 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 42141 members 
Entering Unmasked Estep 
Score: -6077044.000000 Penalty: 3504.316650
	Iteration 43Q: 3 clusters Score -6077044 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6107 members 
Mstep: Class 2 contains 42064 members 
Entering Unmasked Estep 
Score: -6077053.000000 Penalty: 3504.316650
	Iteration 44Q: 3 clusters Score -6077053 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6204 members 
Mstep: Class 2 contains 41967 members 
Entering Unmasked Estep 
Score: -6077066.000000 Penalty: 3504.316650
	Iteration 45Q: 3 clusters Score -6077066 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6316 members 
Mstep: Class 2 contains 41855 members 
Entering Unmasked Estep 
Score: -6077084.000000 Penalty: 3504.316650
	Iteration 46Q: 3 clusters Score -6077084 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6435 members 
Mstep: Class 2 contains 41736 members 
Entering Unmasked Estep 
Score: -6077108.000000 Penalty: 3504.316650
	Iteration 47Q: 3 clusters Score -6077108 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6540 members 
Mstep: Class 2 contains 41631 members 
Entering Unmasked Estep 
Score: -6077129.500000 Penalty: 3504.316650
	Iteration 48Q: 3 clusters Score -6077130 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6642 members 
Mstep: Class 2 contains 41529 members 
Entering Unmasked Estep 
Score: -6077135.500000 Penalty: 3504.316650
	Iteration 49Q: 3 clusters Score -6077136 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6750 members 
Mstep: Class 2 contains 41421 members 
Entering Unmasked Estep 
Score: -6077153.500000 Penalty: 3504.316650
	Iteration 50Q: 3 clusters Score -6077154 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6866 members 
Mstep: Class 2 contains 41305 members 
Entering Unmasked Estep 
Score: -6077163.500000 Penalty: 3504.316650
	Iteration 51Q: 3 clusters Score -6077164 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6984 members 
Mstep: Class 2 contains 41187 members 
Entering Unmasked Estep 
Score: -6077179.000000 Penalty: 3504.316650
	Iteration 52Q: 3 clusters Score -6077179 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7129 members 
Mstep: Class 2 contains 41042 members 
Entering Unmasked Estep 
Score: -6077211.000000 Penalty: 3504.316650
	Iteration 53Q: 3 clusters Score -6077211 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7280 members 
Mstep: Class 2 contains 40891 members 
Entering Unmasked Estep 
Score: -6077233.000000 Penalty: 3504.316650
	Iteration 54Q: 3 clusters Score -6077233 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7404 members 
Mstep: Class 2 contains 40767 members 
Entering Unmasked Estep 
Score: -6077242.500000 Penalty: 3504.316650
	Iteration 55Q: 3 clusters Score -6077242 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7519 members 
Mstep: Class 2 contains 40652 members 
Entering Unmasked Estep 
Score: -6077263.500000 Penalty: 3504.316650
	Iteration 56Q: 3 clusters Score -6077264 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7638 members 
Mstep: Class 2 contains 40533 members 
Entering Unmasked Estep 
Score: -6077277.500000 Penalty: 3504.316650
	Iteration 57Q: 3 clusters Score -6077278 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7751 members 
Mstep: Class 2 contains 40420 members 
Entering Unmasked Estep 
Score: -6077291.500000 Penalty: 3504.316650
	Iteration 58Q: 3 clusters Score -6077292 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7873 members 
Mstep: Class 2 contains 40298 members 
Entering Unmasked Estep 
Score: -6077307.500000 Penalty: 3504.316650
	Iteration 59Q: 3 clusters Score -6077308 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8000 members 
Mstep: Class 2 contains 40171 members 
Entering Unmasked Estep 
Score: -6077332.000000 Penalty: 3504.316650
	Iteration 60F: 3 clusters Score -6077332 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8125 members 
Mstep: Class 2 contains 40046 members 
Entering Unmasked Estep 
Score: -6077335.500000 Penalty: 3504.316650
	Iteration 61Q: 3 clusters Score -6077336 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8247 members 
Mstep: Class 2 contains 39924 members 
Entering Unmasked Estep 
Score: -6077341.500000 Penalty: 3504.316650
	Iteration 62Q: 3 clusters Score -6077342 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8374 members 
Mstep: Class 2 contains 39797 members 
Entering Unmasked Estep 
Score: -6077370.500000 Penalty: 3504.316650
	Iteration 63Q: 3 clusters Score -6077370 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8489 members 
Mstep: Class 2 contains 39682 members 
Entering Unmasked Estep 
Score: -6077375.000000 Penalty: 3504.316650
	Iteration 64Q: 3 clusters Score -6077375 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8619 members 
Mstep: Class 2 contains 39552 members 
Entering Unmasked Estep 
Score: -6077394.000000 Penalty: 3504.316650
	Iteration 65Q: 3 clusters Score -6077394 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8757 members 
Mstep: Class 2 contains 39414 members 
Entering Unmasked Estep 
Score: -6077441.500000 Penalty: 3504.316650
	Iteration 66Q: 3 clusters Score -6077442 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8885 members 
Mstep: Class 2 contains 39286 members 
Entering Unmasked Estep 
Score: -6077448.500000 Penalty: 3504.316650
	Iteration 67Q: 3 clusters Score -6077448 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9002 members 
Mstep: Class 2 contains 39169 members 
Entering Unmasked Estep 
Score: -6077451.500000 Penalty: 3504.316650
	Iteration 68Q: 3 clusters Score -6077452 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9112 members 
Mstep: Class 2 contains 39059 members 
Entering Unmasked Estep 
Score: -6077463.500000 Penalty: 3504.316650
	Iteration 69Q: 3 clusters Score -6077464 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9224 members 
Mstep: Class 2 contains 38947 members 
Entering Unmasked Estep 
Score: -6077479.000000 Penalty: 3504.316650
	Iteration 70Q: 3 clusters Score -6077479 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9333 members 
Mstep: Class 2 contains 38838 members 
Entering Unmasked Estep 
Score: -6077485.000000 Penalty: 3504.316650
	Iteration 71Q: 3 clusters Score -6077485 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9437 members 
Mstep: Class 2 contains 38734 members 
Entering Unmasked Estep 
Score: -6077495.500000 Penalty: 3504.316650
	Iteration 72Q: 3 clusters Score -6077496 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9536 members 
Mstep: Class 2 contains 38635 members 
Entering Unmasked Estep 
Score: -6077503.000000 Penalty: 3504.316650
	Iteration 73Q: 3 clusters Score -6077503 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9620 members 
Mstep: Class 2 contains 38551 members 
Entering Unmasked Estep 
Score: -6077508.500000 Penalty: 3504.316650
	Iteration 74Q: 3 clusters Score -6077508 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9676 members 
Mstep: Class 2 contains 38495 members 
Entering Unmasked Estep 
Score: -6077526.500000 Penalty: 3504.316650
	Iteration 75Q: 3 clusters Score -6077526 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9726 members 
Mstep: Class 2 contains 38445 members 
Entering Unmasked Estep 
Score: -6077541.000000 Penalty: 3504.316650
	Iteration 76Q: 3 clusters Score -6077541 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9766 members 
Mstep: Class 2 contains 38405 members 
Entering Unmasked Estep 
Score: -6077539.500000 Penalty: 3504.316650
	Iteration 77Q: 3 clusters Score -6077540 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9807 members 
Mstep: Class 2 contains 38364 members 
Entering Unmasked Estep 
Score: -6077541.500000 Penalty: 3504.316650
	Iteration 78Q: 3 clusters Score -6077542 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9836 members 
Mstep: Class 2 contains 38335 members 
Entering Unmasked Estep 
Score: -6077541.500000 Penalty: 3504.316650
	Iteration 79Q: 3 clusters Score -6077542 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9858 members 
Mstep: Class 2 contains 38313 members 
Entering Unmasked Estep 
Score: -6077544.500000 Penalty: 3504.316650
	Iteration 80F: 3 clusters Score -6077544 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9881 members 
Mstep: Class 2 contains 38290 members 
Entering Unmasked Estep 
Score: -6077534.500000 Penalty: 3504.316650
	Iteration 81Q: 3 clusters Score -6077534 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9907 members 
Mstep: Class 2 contains 38264 members 
Entering Unmasked Estep 
Score: -6077543.000000 Penalty: 3504.316650
	Iteration 82Q: 3 clusters Score -6077543 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9923 members 
Mstep: Class 2 contains 38248 members 
Entering Unmasked Estep 
Score: -6077543.000000 Penalty: 3504.316650
	Iteration 83Q: 3 clusters Score -6077543 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9947 members 
Mstep: Class 2 contains 38224 members 
Entering Unmasked Estep 
Score: -6077537.500000 Penalty: 3504.316650
	Iteration 84Q: 3 clusters Score -6077538 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9975 members 
Mstep: Class 2 contains 38196 members 
Entering Unmasked Estep 
Score: -6077538.000000 Penalty: 3504.316650
	Iteration 85Q: 3 clusters Score -6077538 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10001 members 
Mstep: Class 2 contains 38170 members 
Entering Unmasked Estep 
Score: -6077536.500000 Penalty: 3504.316650
	Iteration 86Q: 3 clusters Score -6077536 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10027 members 
Mstep: Class 2 contains 38144 members 
Entering Unmasked Estep 
Score: -6077532.500000 Penalty: 3504.316650
	Iteration 87Q: 3 clusters Score -6077532 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10049 members 
Mstep: Class 2 contains 38122 members 
Entering Unmasked Estep 
Score: -6077535.000000 Penalty: 3504.316650
	Iteration 88Q: 3 clusters Score -6077535 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10070 members 
Mstep: Class 2 contains 38101 members 
Entering Unmasked Estep 
Score: -6077539.500000 Penalty: 3504.316650
	Iteration 89Q: 3 clusters Score -6077540 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10098 members 
Mstep: Class 2 contains 38073 members 
Entering Unmasked Estep 
Score: -6077529.000000 Penalty: 3504.316650
	Iteration 90Q: 3 clusters Score -6077529 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10128 members 
Mstep: Class 2 contains 38043 members 
Entering Unmasked Estep 
Score: -6077532.000000 Penalty: 3504.316650
	Iteration 91Q: 3 clusters Score -6077532 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10154 members 
Mstep: Class 2 contains 38017 members 
Entering Unmasked Estep 
Score: -6077540.000000 Penalty: 3504.316650
	Iteration 92Q: 3 clusters Score -6077540 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10173 members 
Mstep: Class 2 contains 37998 members 
Entering Unmasked Estep 
Score: -6077544.000000 Penalty: 3504.316650
	Iteration 93Q: 3 clusters Score -6077544 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10195 members 
Mstep: Class 2 contains 37976 members 
Entering Unmasked Estep 
Score: -6077549.500000 Penalty: 3504.316650
	Iteration 94Q: 3 clusters Score -6077550 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10223 members 
Mstep: Class 2 contains 37948 members 
Entering Unmasked Estep 
Score: -6077547.500000 Penalty: 3504.316650
	Iteration 95Q: 3 clusters Score -6077548 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10247 members 
Mstep: Class 2 contains 37924 members 
Entering Unmasked Estep 
Score: -6077555.500000 Penalty: 3504.316650
	Iteration 96Q: 3 clusters Score -6077556 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10278 members 
Mstep: Class 2 contains 37893 members 
Entering Unmasked Estep 
Score: -6077558.500000 Penalty: 3504.316650
	Iteration 97Q: 3 clusters Score -6077558 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10308 members 
Mstep: Class 2 contains 37863 members 
Entering Unmasked Estep 
Score: -6077552.500000 Penalty: 3504.316650
	Iteration 98Q: 3 clusters Score -6077552 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10333 members 
Mstep: Class 2 contains 37838 members 
Entering Unmasked Estep 
Score: -6077560.000000 Penalty: 3504.316650
	Iteration 99Q: 3 clusters Score -6077560 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10359 members 
Mstep: Class 2 contains 37812 members 
Entering Unmasked Estep 
Score: -6077564.500000 Penalty: 3504.316650
	Iteration 100F: 3 clusters Score -6077564 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10382 members 
Mstep: Class 2 contains 37789 members 
Entering Unmasked Estep 
Score: -6077567.500000 Penalty: 3504.316650
	Iteration 101Q: 3 clusters Score -6077568 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10404 members 
Mstep: Class 2 contains 37767 members 
Entering Unmasked Estep 
Score: -6077569.000000 Penalty: 3504.316650
	Iteration 102Q: 3 clusters Score -6077569 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10421 members 
Mstep: Class 2 contains 37750 members 
Entering Unmasked Estep 
Score: -6077563.500000 Penalty: 3504.316650
	Iteration 103Q: 3 clusters Score -6077564 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10437 members 
Mstep: Class 2 contains 37734 members 
Entering Unmasked Estep 
Score: -6077567.000000 Penalty: 3504.316650
	Iteration 104Q: 3 clusters Score -6077567 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10446 members 
Mstep: Class 2 contains 37725 members 
Entering Unmasked Estep 
Score: -6077571.500000 Penalty: 3504.316650
	Iteration 105Q: 3 clusters Score -6077572 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10462 members 
Mstep: Class 2 contains 37709 members 
Entering Unmasked Estep 
Score: -6077569.500000 Penalty: 3504.316650
	Iteration 106Q: 3 clusters Score -6077570 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10477 members 
Mstep: Class 2 contains 37694 members 
Entering Unmasked Estep 
Score: -6077561.000000 Penalty: 3504.316650
	Iteration 107Q: 3 clusters Score -6077561 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10487 members 
Mstep: Class 2 contains 37684 members 
Entering Unmasked Estep 
Score: -6077568.500000 Penalty: 3504.316650
	Iteration 108Q: 3 clusters Score -6077568 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10494 members 
Mstep: Class 2 contains 37677 members 
Entering Unmasked Estep 
Score: -6077564.000000 Penalty: 3504.316650
	Iteration 109Q: 3 clusters Score -6077564 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10502 members 
Mstep: Class 2 contains 37669 members 
Entering Unmasked Estep 
Score: -6077566.000000 Penalty: 3504.316650
	Iteration 110Q: 3 clusters Score -6077566 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10505 members 
Mstep: Class 2 contains 37666 members 
Entering Unmasked Estep 
Score: -6077566.000000 Penalty: 3504.316650
	Iteration 111Q: 3 clusters Score -6077566 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10510 members 
Mstep: Class 2 contains 37661 members 
Entering Unmasked Estep 
Score: -6077564.000000 Penalty: 3504.316650
	Iteration 112Q: 3 clusters Score -6077564 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10516 members 
Mstep: Class 2 contains 37655 members 
Entering Unmasked Estep 
Score: -6077567.000000 Penalty: 3504.316650
	Iteration 113Q: 3 clusters Score -6077567 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10523 members 
Mstep: Class 2 contains 37648 members 
Entering Unmasked Estep 
Score: -6077569.000000 Penalty: 3504.316650
	Iteration 114Q: 3 clusters Score -6077569 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10529 members 
Mstep: Class 2 contains 37642 members 
Entering Unmasked Estep 
Score: -6077560.500000 Penalty: 3504.316650
	Iteration 115Q: 3 clusters Score -6077560 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10532 members 
Mstep: Class 2 contains 37639 members 
Entering Unmasked Estep 
Score: -6077563.500000 Penalty: 3504.316650
	Iteration 116Q: 3 clusters Score -6077564 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10535 members 
Mstep: Class 2 contains 37636 members 
Entering Unmasked Estep 
Score: -6077566.000000 Penalty: 3504.316650
	Iteration 117Q: 3 clusters Score -6077566 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10537 members 
Mstep: Class 2 contains 37634 members 
Entering Unmasked Estep 
Score: -6077566.500000 Penalty: 3504.316650
	Iteration 118Q: 3 clusters Score -6077566 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10538 members 
Mstep: Class 2 contains 37633 members 
Entering Unmasked Estep 
Score: -6077566.500000 Penalty: 3504.316650
	Iteration 119Q: 3 clusters Score -6077566 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10539 members 
Mstep: Class 2 contains 37632 members 
Entering Unmasked Estep 
Score: -6077569.500000 Penalty: 3504.316650
	Iteration 120F: 3 clusters Score -6077570 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10541 members 
Mstep: Class 2 contains 37630 members 
Entering Unmasked Estep 
Score: -6077567.500000 Penalty: 3504.316650
	Iteration 121Q: 3 clusters Score -6077568 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10542 members 
Mstep: Class 2 contains 37629 members 
Entering Unmasked Estep 
Score: -6077564.500000 Penalty: 3504.316650
	Iteration 122Q: 3 clusters Score -6077564 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10543 members 
Mstep: Class 2 contains 37628 members 
Entering Unmasked Estep 
Score: -6077564.500000 Penalty: 3504.316650
	Iteration 123Q: 3 clusters Score -6077564 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10543 members 
Mstep: Class 2 contains 37628 members 
Entering Unmasked Estep 
Score: -6077564.500000 Penalty: 3504.316650
	Iteration 124F: 3 clusters Score -6077564 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (8107 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8107 members 
Entering Unmasked Estep 
Score: -1023134.937500 Penalty: 1462.578613
	Iteration 0F: 2 clusters Score -1023135 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -1017252.625000 Penalty: 2925.157227
	Iteration 0F: 3 clusters Score -1017253 nChanged 3394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -1019040.437500 Penalty: 2925.157227
	Iteration 1F: 3 clusters Score -1019040 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -1019300.062500 Penalty: 2925.157227
	Iteration 2F: 3 clusters Score -1019300 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -1019541.625000 Penalty: 2925.157227
	Iteration 3F: 3 clusters Score -1019542 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -1019780.625000 Penalty: 2925.157227
	Iteration 4F: 3 clusters Score -1019781 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -1020011.687500 Penalty: 2925.157227
	Iteration 5Q: 3 clusters Score -1020012 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -1020259.437500 Penalty: 2925.157227
	Iteration 6F: 3 clusters Score -1020259 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -1020504.312500 Penalty: 2925.157227
	Iteration 7Q: 3 clusters Score -1020504 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -1020798.812500 Penalty: 2925.157227
	Iteration 8Q: 3 clusters Score -1020799 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5693 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -1021105.312500 Penalty: 2925.157227
	Iteration 9Q: 3 clusters Score -1021105 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5925 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -1021395.187500 Penalty: 2925.157227
	Iteration 10Q: 3 clusters Score -1021395 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6105 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -1021661.000000 Penalty: 2925.157227
	Iteration 11Q: 3 clusters Score -1021661 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6229 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -1021872.937500 Penalty: 2925.157227
	Iteration 12Q: 3 clusters Score -1021873 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6298 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -1022002.812500 Penalty: 2925.157227
	Iteration 13Q: 3 clusters Score -1022003 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6341 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -1022112.750000 Penalty: 2925.157227
	Iteration 14Q: 3 clusters Score -1022113 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6381 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -1022202.687500 Penalty: 2925.157227
	Iteration 15Q: 3 clusters Score -1022203 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6406 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -1022259.875000 Penalty: 2925.157227
	Iteration 16Q: 3 clusters Score -1022260 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6418 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -1022297.750000 Penalty: 2925.157227
	Iteration 17Q: 3 clusters Score -1022298 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6417 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -1022342.125000 Penalty: 2925.157227
	Iteration 18Q: 3 clusters Score -1022342 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6424 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -1022376.187500 Penalty: 2925.157227
	Iteration 19Q: 3 clusters Score -1022376 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6426 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -1022388.875000 Penalty: 2925.157227
	Iteration 20F: 3 clusters Score -1022389 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6430 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -1022395.625000 Penalty: 2925.157227
	Iteration 21Q: 3 clusters Score -1022396 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6427 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -1022398.000000 Penalty: 2925.157227
	Iteration 22Q: 3 clusters Score -1022398 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6427 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -1022401.375000 Penalty: 2925.157227
	Iteration 23Q: 3 clusters Score -1022401 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6431 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -1022400.250000 Penalty: 2925.157227
	Iteration 24Q: 3 clusters Score -1022400 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6431 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -1022401.250000 Penalty: 2925.157227
	Iteration 25Q: 3 clusters Score -1022401 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6431 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -1022402.000000 Penalty: 2925.157227
	Iteration 26Q: 3 clusters Score -1022402 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6433 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -1022407.000000 Penalty: 2925.157227
	Iteration 27Q: 3 clusters Score -1022407 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6435 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -1022407.250000 Penalty: 2925.157227
	Iteration 28Q: 3 clusters Score -1022407 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6437 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -1022408.062500 Penalty: 2925.157227
	Iteration 29Q: 3 clusters Score -1022408 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6438 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -1022410.125000 Penalty: 2925.157227
	Iteration 30Q: 3 clusters Score -1022410 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6438 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -1022410.125000 Penalty: 2925.157227
	Iteration 31F: 3 clusters Score -1022410 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (4385 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Entering Unmasked Estep 
Score: -458257.312500 Penalty: 1362.716064
	Iteration 0F: 2 clusters Score -458257.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -454674.031250 Penalty: 2725.432129
	Iteration 0F: 3 clusters Score -454674 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -455908.343750 Penalty: 2725.432129
	Iteration 1F: 3 clusters Score -455908.3 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -456351.250000 Penalty: 2725.432129
	Iteration 2F: 3 clusters Score -456351.2 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -456783.125000 Penalty: 2725.432129
	Iteration 3F: 3 clusters Score -456783.1 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -457208.812500 Penalty: 2725.432129
	Iteration 4F: 3 clusters Score -457208.8 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -457493.750000 Penalty: 2725.432129
	Iteration 5F: 3 clusters Score -457493.8 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -457653.500000 Penalty: 2725.432129
	Iteration 6Q: 3 clusters Score -457653.5 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -457728.062500 Penalty: 2725.432129
	Iteration 7Q: 3 clusters Score -457728.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -457788.125000 Penalty: 2725.432129
	Iteration 8Q: 3 clusters Score -457788.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -457834.875000 Penalty: 2725.432129
	Iteration 9Q: 3 clusters Score -457834.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -457881.812500 Penalty: 2725.432129
	Iteration 10Q: 3 clusters Score -457881.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -457925.437500 Penalty: 2725.432129
	Iteration 11Q: 3 clusters Score -457925.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -457975.937500 Penalty: 2725.432129
	Iteration 12Q: 3 clusters Score -457975.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -458030.968750 Penalty: 2725.432129
	Iteration 13Q: 3 clusters Score -458031 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -458075.156250 Penalty: 2725.432129
	Iteration 14Q: 3 clusters Score -458075.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -458112.531250 Penalty: 2725.432129
	Iteration 15Q: 3 clusters Score -458112.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -458141.062500 Penalty: 2725.432129
	Iteration 16Q: 3 clusters Score -458141.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -458159.656250 Penalty: 2725.432129
	Iteration 17Q: 3 clusters Score -458159.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -458167.593750 Penalty: 2725.432129
	Iteration 18Q: 3 clusters Score -458167.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -458177.656250 Penalty: 2725.432129
	Iteration 19Q: 3 clusters Score -458177.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -458193.281250 Penalty: 2725.432129
	Iteration 20F: 3 clusters Score -458193.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -458208.437500 Penalty: 2725.432129
	Iteration 21Q: 3 clusters Score -458208.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -458230.343750 Penalty: 2725.432129
	Iteration 22Q: 3 clusters Score -458230.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -458253.250000 Penalty: 2725.432129
	Iteration 23Q: 3 clusters Score -458253.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -458270.468750 Penalty: 2725.432129
	Iteration 24Q: 3 clusters Score -458270.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -458287.031250 Penalty: 2725.432129
	Iteration 25Q: 3 clusters Score -458287 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -458298.000000 Penalty: 2725.432129
	Iteration 26Q: 3 clusters Score -458298 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -458306.843750 Penalty: 2725.432129
	Iteration 27Q: 3 clusters Score -458306.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -458315.625000 Penalty: 2725.432129
	Iteration 28Q: 3 clusters Score -458315.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -458323.718750 Penalty: 2725.432129
	Iteration 29Q: 3 clusters Score -458323.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -458330.562500 Penalty: 2725.432129
	Iteration 30Q: 3 clusters Score -458330.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -458336.500000 Penalty: 2725.432129
	Iteration 31Q: 3 clusters Score -458336.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -458340.593750 Penalty: 2725.432129
	Iteration 32Q: 3 clusters Score -458340.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -458343.437500 Penalty: 2725.432129
	Iteration 33Q: 3 clusters Score -458343.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -458346.781250 Penalty: 2725.432129
	Iteration 34Q: 3 clusters Score -458346.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -458349.093750 Penalty: 2725.432129
	Iteration 35Q: 3 clusters Score -458349.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -458352.375000 Penalty: 2725.432129
	Iteration 36Q: 3 clusters Score -458352.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -458356.781250 Penalty: 2725.432129
	Iteration 37Q: 3 clusters Score -458356.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -458359.156250 Penalty: 2725.432129
	Iteration 38Q: 3 clusters Score -458359.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -458362.125000 Penalty: 2725.432129
	Iteration 39Q: 3 clusters Score -458362.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -458362.843750 Penalty: 2725.432129
	Iteration 40F: 3 clusters Score -458362.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -458363.031250 Penalty: 2725.432129
	Iteration 41Q: 3 clusters Score -458363 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -458363.906250 Penalty: 2725.432129
	Iteration 42Q: 3 clusters Score -458363.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -458363.343750 Penalty: 2725.432129
	Iteration 43Q: 3 clusters Score -458363.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -458363.343750 Penalty: 2725.432129
	Iteration 44F: 3 clusters Score -458363.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 13529 members 
Mstep: Class 2 contains 24016 members 
Mstep: Class 3 contains 48171 members 
Mstep: Class 4 contains 8107 members 
Mstep: Class 5 contains 2589 members 
Mstep: Class 6 contains 3986 members 
Mstep: Class 7 contains 75765 members 
Mstep: Class 8 contains 16372 members 
Mstep: Class 9 contains 21823 members 
Mstep: Class 10 contains 33477 members 
Mstep: Class 11 contains 44372 members 
Mstep: Class 12 contains 12388 members 
Mstep: Class 13 contains 17523 members 
Mstep: Class 14 contains 17920 members 
Mstep: Class 15 contains 467 members 
Mstep: Class 16 contains 8494 members 
Mstep: Class 17 contains 6267 members 
Mstep: Class 18 contains 2857 members 
Mstep: Class 19 contains 3255 members 
Mstep: Class 20 contains 33095 members 
Mstep: Class 21 contains 15786 members 
Mstep: Class 22 contains 25591 members 
Mstep: Class 23 contains 4881 members 
Mstep: Class 24 contains 33717 members 
Mstep: Class 25 contains 2506 members 
Mstep: Class 26 contains 9791 members 
Mstep: Class 27 contains 4360 members 
Mstep: Class 28 contains 38245 members 
Mstep: Class 29 contains 4544 members 
Mstep: Class 30 contains 1827 members 
Mstep: Class 31 contains 3317 members 
Mstep: Class 32 contains 987 members 
Mstep: Class 33 contains 16778 members 
Mstep: Class 34 contains 3069 members 
Mstep: Class 35 contains 147942 members 
Mstep: Class 36 contains 11569 members 
Mstep: Class 37 contains 1762 members 
Mstep: Class 38 contains 22600 members 
Mstep: Class 39 contains 2540 members 
Mstep: Class 40 contains 25379 members 
Mstep: Class 41 contains 11801 members 
Mstep: Class 42 contains 17627 members 
Mstep: Class 43 contains 12881 members 
Mstep: Class 44 contains 685 members 
Mstep: Class 45 contains 2174 members 
Mstep: Class 46 contains 1946 members 
Mstep: Class 47 contains 1796 members 
Entering Unmasked Estep 
Score: -100305912.000000 Penalty: 104006.164062
Splitting cluster 5 changes total score from -100306664.000000 to -100305912.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (3986 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Entering Unmasked Estep 
Score: -482269.312500 Penalty: 1347.213379
	Iteration 0F: 2 clusters Score -482269.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -478922.656250 Penalty: 2694.426758
	Iteration 0F: 3 clusters Score -478922.7 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -479865.937500 Penalty: 2694.426758
	Iteration 1F: 3 clusters Score -479865.9 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -480051.750000 Penalty: 2694.426758
	Iteration 2F: 3 clusters Score -480051.8 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -480216.062500 Penalty: 2694.426758
	Iteration 3F: 3 clusters Score -480216.1 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -480368.218750 Penalty: 2694.426758
	Iteration 4Q: 3 clusters Score -480368.2 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -480524.718750 Penalty: 2694.426758
	Iteration 5Q: 3 clusters Score -480524.7 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -480657.343750 Penalty: 2694.426758
	Iteration 6Q: 3 clusters Score -480657.3 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -480748.406250 Penalty: 2694.426758
	Iteration 7Q: 3 clusters Score -480748.4 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -480848.187500 Penalty: 2694.426758
	Iteration 8Q: 3 clusters Score -480848.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -480945.156250 Penalty: 2694.426758
	Iteration 9Q: 3 clusters Score -480945.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -481032.187500 Penalty: 2694.426758
	Iteration 10Q: 3 clusters Score -481032.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -481127.250000 Penalty: 2694.426758
	Iteration 11Q: 3 clusters Score -481127.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -481238.218750 Penalty: 2694.426758
	Iteration 12Q: 3 clusters Score -481238.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -481407.687500 Penalty: 2694.426758
	Iteration 13Q: 3 clusters Score -481407.7 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -481622.718750 Penalty: 2694.426758
	Iteration 14Q: 3 clusters Score -481622.7 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -481836.781250 Penalty: 2694.426758
	Iteration 15Q: 3 clusters Score -481836.8 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -481997.343750 Penalty: 2694.426758
	Iteration 16Q: 3 clusters Score -481997.3 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -482160.437500 Penalty: 2694.426758
	Iteration 17Q: 3 clusters Score -482160.4 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -482337.531250 Penalty: 2694.426758
	Iteration 18Q: 3 clusters Score -482337.5 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -482462.156250 Penalty: 2694.426758
	Iteration 19Q: 3 clusters Score -482462.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -482538.531250 Penalty: 2694.426758
	Iteration 20F: 3 clusters Score -482538.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -482586.218750 Penalty: 2694.426758
	Iteration 21Q: 3 clusters Score -482586.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -482626.593750 Penalty: 2694.426758
	Iteration 22Q: 3 clusters Score -482626.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -482668.625000 Penalty: 2694.426758
	Iteration 23Q: 3 clusters Score -482668.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -482706.843750 Penalty: 2694.426758
	Iteration 24Q: 3 clusters Score -482706.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -482729.156250 Penalty: 2694.426758
	Iteration 25Q: 3 clusters Score -482729.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -482745.625000 Penalty: 2694.426758
	Iteration 26Q: 3 clusters Score -482745.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -482757.187500 Penalty: 2694.426758
	Iteration 27Q: 3 clusters Score -482757.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -482765.281250 Penalty: 2694.426758
	Iteration 28Q: 3 clusters Score -482765.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -482773.093750 Penalty: 2694.426758
	Iteration 29Q: 3 clusters Score -482773.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -482776.312500 Penalty: 2694.426758
	Iteration 30Q: 3 clusters Score -482776.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -482779.218750 Penalty: 2694.426758
	Iteration 31Q: 3 clusters Score -482779.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -482782.000000 Penalty: 2694.426758
	Iteration 32Q: 3 clusters Score -482782 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -482783.468750 Penalty: 2694.426758
	Iteration 33Q: 3 clusters Score -482783.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -482784.531250 Penalty: 2694.426758
	Iteration 34Q: 3 clusters Score -482784.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -482785.375000 Penalty: 2694.426758
	Iteration 35Q: 3 clusters Score -482785.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -482787.031250 Penalty: 2694.426758
	Iteration 36Q: 3 clusters Score -482787 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -482788.562500 Penalty: 2694.426758
	Iteration 37Q: 3 clusters Score -482788.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -482789.093750 Penalty: 2694.426758
	Iteration 38Q: 3 clusters Score -482789.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -482789.562500 Penalty: 2694.426758
	Iteration 39Q: 3 clusters Score -482789.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -482789.656250 Penalty: 2694.426758
	Iteration 40F: 3 clusters Score -482789.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -482790.781250 Penalty: 2694.426758
	Iteration 41Q: 3 clusters Score -482790.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -482791.187500 Penalty: 2694.426758
	Iteration 42Q: 3 clusters Score -482791.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -482793.125000 Penalty: 2694.426758
	Iteration 43Q: 3 clusters Score -482793.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -482793.125000 Penalty: 2694.426758
	Iteration 44F: 3 clusters Score -482793.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 13529 members 
Mstep: Class 2 contains 24016 members 
Mstep: Class 3 contains 48171 members 
Mstep: Class 4 contains 8107 members 
Mstep: Class 5 contains 4385 members 
Mstep: Class 6 contains 2155 members 
Mstep: Class 7 contains 75765 members 
Mstep: Class 8 contains 16372 members 
Mstep: Class 9 contains 21823 members 
Mstep: Class 10 contains 33477 members 
Mstep: Class 11 contains 44372 members 
Mstep: Class 12 contains 12388 members 
Mstep: Class 13 contains 17523 members 
Mstep: Class 14 contains 17920 members 
Mstep: Class 15 contains 467 members 
Mstep: Class 16 contains 8494 members 
Mstep: Class 17 contains 6267 members 
Mstep: Class 18 contains 2857 members 
Mstep: Class 19 contains 3255 members 
Mstep: Class 20 contains 33095 members 
Mstep: Class 21 contains 15786 members 
Mstep: Class 22 contains 25591 members 
Mstep: Class 23 contains 4881 members 
Mstep: Class 24 contains 33717 members 
Mstep: Class 25 contains 2506 members 
Mstep: Class 26 contains 9791 members 
Mstep: Class 27 contains 4360 members 
Mstep: Class 28 contains 38245 members 
Mstep: Class 29 contains 4544 members 
Mstep: Class 30 contains 1827 members 
Mstep: Class 31 contains 3317 members 
Mstep: Class 32 contains 987 members 
Mstep: Class 33 contains 16778 members 
Mstep: Class 34 contains 3069 members 
Mstep: Class 35 contains 147942 members 
Mstep: Class 36 contains 11569 members 
Mstep: Class 37 contains 1762 members 
Mstep: Class 38 contains 22600 members 
Mstep: Class 39 contains 2540 members 
Mstep: Class 40 contains 25379 members 
Mstep: Class 41 contains 11801 members 
Mstep: Class 42 contains 17627 members 
Mstep: Class 43 contains 12881 members 
Mstep: Class 44 contains 685 members 
Mstep: Class 45 contains 2174 members 
Mstep: Class 46 contains 1946 members 
Mstep: Class 47 contains 1831 members 
Entering Unmasked Estep 
Score: -100305856.000000 Penalty: 104006.164062
Splitting cluster 6 changes total score from -100306664.000000 to -100305856.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (75765 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75765 members 
Entering Unmasked Estep 
Score: -9609097.000000 Penalty: 1825.751099
	Iteration 0F: 2 clusters Score -9609097 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37989 members 
Mstep: Class 2 contains 37776 members 
Entering Unmasked Estep 
Score: -9558479.000000 Penalty: 3651.502197
	Iteration 0F: 3 clusters Score -9558479 nChanged 35931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39490 members 
Mstep: Class 2 contains 36275 members 
Entering Unmasked Estep 
Score: -9579474.000000 Penalty: 3651.502197
	Iteration 1F: 3 clusters Score -9579474 nChanged 2608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40574 members 
Mstep: Class 2 contains 35191 members 
Entering Unmasked Estep 
Score: -9580134.000000 Penalty: 3651.502197
	Iteration 2Q: 3 clusters Score -9580134 nChanged 2710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42194 members 
Mstep: Class 2 contains 33571 members 
Entering Unmasked Estep 
Score: -9580966.000000 Penalty: 3651.502197
	Iteration 3Q: 3 clusters Score -9580966 nChanged 2963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44543 members 
Mstep: Class 2 contains 31222 members 
Entering Unmasked Estep 
Score: -9582069.000000 Penalty: 3651.502197
	Iteration 4Q: 3 clusters Score -9582069 nChanged 3651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47898 members 
Mstep: Class 2 contains 27867 members 
Entering Unmasked Estep 
Score: -9583855.000000 Penalty: 3651.502197
	Iteration 5Q: 3 clusters Score -9583855 nChanged 4823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52621 members 
Mstep: Class 2 contains 23144 members 
Entering Unmasked Estep 
Score: -9586872.000000 Penalty: 3651.502197
	Iteration 6F: 3 clusters Score -9586872 nChanged 6119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58708 members 
Mstep: Class 2 contains 17057 members 
Entering Unmasked Estep 
Score: -9591730.000000 Penalty: 3651.502197
	Iteration 7F: 3 clusters Score -9591730 nChanged 6454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65148 members 
Mstep: Class 2 contains 10617 members 
Entering Unmasked Estep 
Score: -9597720.000000 Penalty: 3651.502197
	Iteration 8F: 3 clusters Score -9597720 nChanged 5122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70262 members 
Mstep: Class 2 contains 5503 members 
Entering Unmasked Estep 
Score: -9602526.000000 Penalty: 3651.502197
	Iteration 9F: 3 clusters Score -9602526 nChanged 3081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73327 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -9605348.000000 Penalty: 3651.502197
	Iteration 10Q: 3 clusters Score -9605348 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74729 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -9606548.000000 Penalty: 3651.502197
	Iteration 11Q: 3 clusters Score -9606548 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75265 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -9607067.000000 Penalty: 3651.502197
	Iteration 12Q: 3 clusters Score -9607067 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75449 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -9607296.000000 Penalty: 3651.502197
	Iteration 13Q: 3 clusters Score -9607296 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75525 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -9607395.000000 Penalty: 3651.502197
	Iteration 14Q: 3 clusters Score -9607395 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75556 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -9607464.000000 Penalty: 3651.502197
	Iteration 15Q: 3 clusters Score -9607464 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75567 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -9607499.000000 Penalty: 3651.502197
	Iteration 16Q: 3 clusters Score -9607499 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75570 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -9607524.000000 Penalty: 3651.502197
	Iteration 17Q: 3 clusters Score -9607524 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75574 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -9607525.000000 Penalty: 3651.502197
	Iteration 18Q: 3 clusters Score -9607525 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75575 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -9607529.000000 Penalty: 3651.502197
	Iteration 19Q: 3 clusters Score -9607529 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75577 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -9607538.000000 Penalty: 3651.502197
	Iteration 20F: 3 clusters Score -9607538 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75576 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -9607536.000000 Penalty: 3651.502197
	Iteration 21Q: 3 clusters Score -9607536 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75576 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -9607536.000000 Penalty: 3651.502197
	Iteration 22F: 3 clusters Score -9607536 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (16372 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16372 members 
Entering Unmasked Estep 
Score: -2072067.750000 Penalty: 1576.790771
	Iteration 0F: 2 clusters Score -2072068 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8296 members 
Mstep: Class 2 contains 8076 members 
Entering Unmasked Estep 
Score: -2060698.875000 Penalty: 3153.581543
	Iteration 0F: 3 clusters Score -2060699 nChanged 7387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9071 members 
Mstep: Class 2 contains 7301 members 
Entering Unmasked Estep 
Score: -2065088.250000 Penalty: 3153.581543
	Iteration 1F: 3 clusters Score -2065088 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9510 members 
Mstep: Class 2 contains 6862 members 
Entering Unmasked Estep 
Score: -2065784.000000 Penalty: 3153.581543
	Iteration 2F: 3 clusters Score -2065784 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10074 members 
Mstep: Class 2 contains 6298 members 
Entering Unmasked Estep 
Score: -2066532.000000 Penalty: 3153.581543
	Iteration 3F: 3 clusters Score -2066532 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10787 members 
Mstep: Class 2 contains 5585 members 
Entering Unmasked Estep 
Score: -2067372.875000 Penalty: 3153.581543
	Iteration 4F: 3 clusters Score -2067373 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11598 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -2068264.125000 Penalty: 3153.581543
	Iteration 5F: 3 clusters Score -2068264 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12352 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -2069118.625000 Penalty: 3153.581543
	Iteration 6F: 3 clusters Score -2069119 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12987 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -2069883.500000 Penalty: 3153.581543
	Iteration 7Q: 3 clusters Score -2069884 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13397 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -2070493.500000 Penalty: 3153.581543
	Iteration 8Q: 3 clusters Score -2070494 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13661 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -2070793.375000 Penalty: 3153.581543
	Iteration 9Q: 3 clusters Score -2070793 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13831 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -2070918.250000 Penalty: 3153.581543
	Iteration 10Q: 3 clusters Score -2070918 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13966 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -2071000.000000 Penalty: 3153.581543
	Iteration 11Q: 3 clusters Score -2071000 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14072 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -2071061.875000 Penalty: 3153.581543
	Iteration 12Q: 3 clusters Score -2071062 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14173 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -2071105.750000 Penalty: 3153.581543
	Iteration 13Q: 3 clusters Score -2071106 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14262 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -2071155.000000 Penalty: 3153.581543
	Iteration 14Q: 3 clusters Score -2071155 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14349 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -2071204.500000 Penalty: 3153.581543
	Iteration 15Q: 3 clusters Score -2071204 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14427 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -2071245.250000 Penalty: 3153.581543
	Iteration 16Q: 3 clusters Score -2071245 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14491 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -2071290.625000 Penalty: 3153.581543
	Iteration 17Q: 3 clusters Score -2071291 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14559 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -2071350.750000 Penalty: 3153.581543
	Iteration 18Q: 3 clusters Score -2071351 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14643 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -2071441.625000 Penalty: 3153.581543
	Iteration 19Q: 3 clusters Score -2071442 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14707 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -2071511.875000 Penalty: 3153.581543
	Iteration 20F: 3 clusters Score -2071512 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14771 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -2071596.625000 Penalty: 3153.581543
	Iteration 21Q: 3 clusters Score -2071597 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14824 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -2071645.500000 Penalty: 3153.581543
	Iteration 22Q: 3 clusters Score -2071646 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14859 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -2071670.125000 Penalty: 3153.581543
	Iteration 23Q: 3 clusters Score -2071670 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14883 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -2071680.500000 Penalty: 3153.581543
	Iteration 24Q: 3 clusters Score -2071680 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14901 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -2071685.625000 Penalty: 3153.581543
	Iteration 25Q: 3 clusters Score -2071686 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14908 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -2071690.625000 Penalty: 3153.581543
	Iteration 26Q: 3 clusters Score -2071691 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14917 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -2071693.000000 Penalty: 3153.581543
	Iteration 27Q: 3 clusters Score -2071693 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14926 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -2071696.000000 Penalty: 3153.581543
	Iteration 28Q: 3 clusters Score -2071696 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14931 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -2071700.000000 Penalty: 3153.581543
	Iteration 29Q: 3 clusters Score -2071700 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14933 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -2071697.125000 Penalty: 3153.581543
	Iteration 30Q: 3 clusters Score -2071697 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14933 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -2071699.125000 Penalty: 3153.581543
	Iteration 31Q: 3 clusters Score -2071699 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14934 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -2071701.000000 Penalty: 3153.581543
	Iteration 32Q: 3 clusters Score -2071701 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14935 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -2071699.500000 Penalty: 3153.581543
	Iteration 33Q: 3 clusters Score -2071700 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14935 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -2071699.500000 Penalty: 3153.581543
	Iteration 34F: 3 clusters Score -2071700 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (21823 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21823 members 
Entering Unmasked Estep 
Score: -2769968.250000 Penalty: 1623.491943
	Iteration 0F: 2 clusters Score -2769968 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11071 members 
Mstep: Class 2 contains 10752 members 
Entering Unmasked Estep 
Score: -2755109.750000 Penalty: 3246.983887
	Iteration 0F: 3 clusters Score -2755110 nChanged 9961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12094 members 
Mstep: Class 2 contains 9729 members 
Entering Unmasked Estep 
Score: -2760643.250000 Penalty: 3246.983887
	Iteration 1F: 3 clusters Score -2760643 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12731 members 
Mstep: Class 2 contains 9092 members 
Entering Unmasked Estep 
Score: -2761073.750000 Penalty: 3246.983887
	Iteration 2Q: 3 clusters Score -2761074 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13565 members 
Mstep: Class 2 contains 8258 members 
Entering Unmasked Estep 
Score: -2761571.000000 Penalty: 3246.983887
	Iteration 3Q: 3 clusters Score -2761571 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14667 members 
Mstep: Class 2 contains 7156 members 
Entering Unmasked Estep 
Score: -2762256.250000 Penalty: 3246.983887
	Iteration 4F: 3 clusters Score -2762256 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16048 members 
Mstep: Class 2 contains 5775 members 
Entering Unmasked Estep 
Score: -2763288.250000 Penalty: 3246.983887
	Iteration 5F: 3 clusters Score -2763288 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17628 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -2764643.500000 Penalty: 3246.983887
	Iteration 6F: 3 clusters Score -2764644 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19186 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -2766111.500000 Penalty: 3246.983887
	Iteration 7F: 3 clusters Score -2766112 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20421 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -2767308.500000 Penalty: 3246.983887
	Iteration 8F: 3 clusters Score -2767308 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21115 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -2767969.750000 Penalty: 3246.983887
	Iteration 9Q: 3 clusters Score -2767970 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21411 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -2768269.250000 Penalty: 3246.983887
	Iteration 10Q: 3 clusters Score -2768269 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21521 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -2768388.000000 Penalty: 3246.983887
	Iteration 11Q: 3 clusters Score -2768388 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21558 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -2768442.000000 Penalty: 3246.983887
	Iteration 12Q: 3 clusters Score -2768442 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21581 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -2768468.750000 Penalty: 3246.983887
	Iteration 13Q: 3 clusters Score -2768469 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21595 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -2768492.500000 Penalty: 3246.983887
	Iteration 14Q: 3 clusters Score -2768492 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21609 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -2768511.750000 Penalty: 3246.983887
	Iteration 15Q: 3 clusters Score -2768512 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21614 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -2768519.500000 Penalty: 3246.983887
	Iteration 16Q: 3 clusters Score -2768520 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21618 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -2768525.500000 Penalty: 3246.983887
	Iteration 17Q: 3 clusters Score -2768526 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21620 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -2768529.000000 Penalty: 3246.983887
	Iteration 18Q: 3 clusters Score -2768529 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21622 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -2768530.500000 Penalty: 3246.983887
	Iteration 19Q: 3 clusters Score -2768530 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21622 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -2768536.250000 Penalty: 3246.983887
	Iteration 20F: 3 clusters Score -2768536 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21624 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -2768537.750000 Penalty: 3246.983887
	Iteration 21Q: 3 clusters Score -2768538 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21624 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -2768541.750000 Penalty: 3246.983887
	Iteration 22Q: 3 clusters Score -2768542 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21625 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -2768542.500000 Penalty: 3246.983887
	Iteration 23Q: 3 clusters Score -2768542 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21627 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -2768545.250000 Penalty: 3246.983887
	Iteration 24Q: 3 clusters Score -2768545 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21625 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -2768545.750000 Penalty: 3246.983887
	Iteration 25Q: 3 clusters Score -2768546 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21624 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -2768547.500000 Penalty: 3246.983887
	Iteration 26Q: 3 clusters Score -2768548 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21624 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -2768547.500000 Penalty: 3246.983887
	Iteration 27F: 3 clusters Score -2768548 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (33477 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33477 members 
Entering Unmasked Estep 
Score: -4039373.500000 Penalty: 1693.024780
	Iteration 0F: 2 clusters Score -4039374 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16671 members 
Mstep: Class 2 contains 16806 members 
Entering Unmasked Estep 
Score: -4016994.500000 Penalty: 3386.049561
	Iteration 0F: 3 clusters Score -4016994 nChanged 15534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15871 members 
Mstep: Class 2 contains 17606 members 
Entering Unmasked Estep 
Score: -4026099.250000 Penalty: 3386.049561
	Iteration 1F: 3 clusters Score -4026099 nChanged 1898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15465 members 
Mstep: Class 2 contains 18012 members 
Entering Unmasked Estep 
Score: -4027044.500000 Penalty: 3386.049561
	Iteration 2F: 3 clusters Score -4027044 nChanged 2033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14864 members 
Mstep: Class 2 contains 18613 members 
Entering Unmasked Estep 
Score: -4028158.000000 Penalty: 3386.049561
	Iteration 3F: 3 clusters Score -4028158 nChanged 1983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14155 members 
Mstep: Class 2 contains 19322 members 
Entering Unmasked Estep 
Score: -4029281.500000 Penalty: 3386.049561
	Iteration 4F: 3 clusters Score -4029282 nChanged 1927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13292 members 
Mstep: Class 2 contains 20185 members 
Entering Unmasked Estep 
Score: -4030341.000000 Penalty: 3386.049561
	Iteration 5F: 3 clusters Score -4030341 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12256 members 
Mstep: Class 2 contains 21221 members 
Entering Unmasked Estep 
Score: -4031330.000000 Penalty: 3386.049561
	Iteration 6F: 3 clusters Score -4031330 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11105 members 
Mstep: Class 2 contains 22372 members 
Entering Unmasked Estep 
Score: -4032301.250000 Penalty: 3386.049561
	Iteration 7Q: 3 clusters Score -4032301 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9897 members 
Mstep: Class 2 contains 23580 members 
Entering Unmasked Estep 
Score: -4033178.250000 Penalty: 3386.049561
	Iteration 8Q: 3 clusters Score -4033178 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8638 members 
Mstep: Class 2 contains 24839 members 
Entering Unmasked Estep 
Score: -4034075.250000 Penalty: 3386.049561
	Iteration 9Q: 3 clusters Score -4034075 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7334 members 
Mstep: Class 2 contains 26143 members 
Entering Unmasked Estep 
Score: -4035022.000000 Penalty: 3386.049561
	Iteration 10Q: 3 clusters Score -4035022 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6125 members 
Mstep: Class 2 contains 27352 members 
Entering Unmasked Estep 
Score: -4035844.250000 Penalty: 3386.049561
	Iteration 11Q: 3 clusters Score -4035844 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 28368 members 
Entering Unmasked Estep 
Score: -4036491.750000 Penalty: 3386.049561
	Iteration 12Q: 3 clusters Score -4036492 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 29200 members 
Entering Unmasked Estep 
Score: -4036980.750000 Penalty: 3386.049561
	Iteration 13Q: 3 clusters Score -4036981 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 29874 members 
Entering Unmasked Estep 
Score: -4037363.250000 Penalty: 3386.049561
	Iteration 14Q: 3 clusters Score -4037363 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 30423 members 
Entering Unmasked Estep 
Score: -4037692.250000 Penalty: 3386.049561
	Iteration 15Q: 3 clusters Score -4037692 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 30865 members 
Entering Unmasked Estep 
Score: -4037955.250000 Penalty: 3386.049561
	Iteration 16Q: 3 clusters Score -4037955 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 31207 members 
Entering Unmasked Estep 
Score: -4038122.750000 Penalty: 3386.049561
	Iteration 17Q: 3 clusters Score -4038123 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 31443 members 
Entering Unmasked Estep 
Score: -4038248.000000 Penalty: 3386.049561
	Iteration 18Q: 3 clusters Score -4038248 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 31625 members 
Entering Unmasked Estep 
Score: -4038333.750000 Penalty: 3386.049561
	Iteration 19Q: 3 clusters Score -4038334 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 31767 members 
Entering Unmasked Estep 
Score: -4038399.750000 Penalty: 3386.049561
	Iteration 20F: 3 clusters Score -4038400 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 31893 members 
Entering Unmasked Estep 
Score: -4038454.750000 Penalty: 3386.049561
	Iteration 21Q: 3 clusters Score -4038455 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 31985 members 
Entering Unmasked Estep 
Score: -4038506.750000 Penalty: 3386.049561
	Iteration 22Q: 3 clusters Score -4038507 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 32060 members 
Entering Unmasked Estep 
Score: -4038539.250000 Penalty: 3386.049561
	Iteration 23Q: 3 clusters Score -4038539 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 32104 members 
Entering Unmasked Estep 
Score: -4038565.500000 Penalty: 3386.049561
	Iteration 24Q: 3 clusters Score -4038566 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 32155 members 
Entering Unmasked Estep 
Score: -4038588.750000 Penalty: 3386.049561
	Iteration 25Q: 3 clusters Score -4038589 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 32201 members 
Entering Unmasked Estep 
Score: -4038625.250000 Penalty: 3386.049561
	Iteration 26Q: 3 clusters Score -4038625 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 32237 members 
Entering Unmasked Estep 
Score: -4038646.000000 Penalty: 3386.049561
	Iteration 27Q: 3 clusters Score -4038646 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 32255 members 
Entering Unmasked Estep 
Score: -4038665.750000 Penalty: 3386.049561
	Iteration 28Q: 3 clusters Score -4038666 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 32273 members 
Entering Unmasked Estep 
Score: -4038673.000000 Penalty: 3386.049561
	Iteration 29Q: 3 clusters Score -4038673 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 32281 members 
Entering Unmasked Estep 
Score: -4038683.250000 Penalty: 3386.049561
	Iteration 30Q: 3 clusters Score -4038683 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 32286 members 
Entering Unmasked Estep 
Score: -4038687.750000 Penalty: 3386.049561
	Iteration 31Q: 3 clusters Score -4038688 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 32302 members 
Entering Unmasked Estep 
Score: -4038693.000000 Penalty: 3386.049561
	Iteration 32Q: 3 clusters Score -4038693 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 32309 members 
Entering Unmasked Estep 
Score: -4038693.750000 Penalty: 3386.049561
	Iteration 33Q: 3 clusters Score -4038694 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 32314 members 
Entering Unmasked Estep 
Score: -4038702.250000 Penalty: 3386.049561
	Iteration 34Q: 3 clusters Score -4038702 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 32317 members 
Entering Unmasked Estep 
Score: -4038701.000000 Penalty: 3386.049561
	Iteration 35Q: 3 clusters Score -4038701 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 32317 members 
Entering Unmasked Estep 
Score: -4038702.000000 Penalty: 3386.049561
	Iteration 36Q: 3 clusters Score -4038702 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 32316 members 
Entering Unmasked Estep 
Score: -4038701.750000 Penalty: 3386.049561
	Iteration 37Q: 3 clusters Score -4038702 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 32317 members 
Entering Unmasked Estep 
Score: -4038702.500000 Penalty: 3386.049561
	Iteration 38Q: 3 clusters Score -4038702 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 32316 members 
Entering Unmasked Estep 
Score: -4038700.250000 Penalty: 3386.049561
	Iteration 39Q: 3 clusters Score -4038700 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 32318 members 
Entering Unmasked Estep 
Score: -4038705.000000 Penalty: 3386.049561
	Iteration 40F: 3 clusters Score -4038705 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 32321 members 
Entering Unmasked Estep 
Score: -4038703.500000 Penalty: 3386.049561
	Iteration 41Q: 3 clusters Score -4038704 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 32323 members 
Entering Unmasked Estep 
Score: -4038706.750000 Penalty: 3386.049561
	Iteration 42Q: 3 clusters Score -4038707 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 32329 members 
Entering Unmasked Estep 
Score: -4038709.250000 Penalty: 3386.049561
	Iteration 43Q: 3 clusters Score -4038709 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 32332 members 
Entering Unmasked Estep 
Score: -4038707.500000 Penalty: 3386.049561
	Iteration 44Q: 3 clusters Score -4038708 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 32333 members 
Entering Unmasked Estep 
Score: -4038712.500000 Penalty: 3386.049561
	Iteration 45Q: 3 clusters Score -4038712 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 32336 members 
Entering Unmasked Estep 
Score: -4038704.750000 Penalty: 3386.049561
	Iteration 46Q: 3 clusters Score -4038705 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 32339 members 
Entering Unmasked Estep 
Score: -4038702.250000 Penalty: 3386.049561
	Iteration 47Q: 3 clusters Score -4038702 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 32340 members 
Entering Unmasked Estep 
Score: -4038704.250000 Penalty: 3386.049561
	Iteration 48Q: 3 clusters Score -4038704 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 32341 members 
Entering Unmasked Estep 
Score: -4038703.500000 Penalty: 3386.049561
	Iteration 49Q: 3 clusters Score -4038704 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 32341 members 
Entering Unmasked Estep 
Score: -4038703.500000 Penalty: 3386.049561
	Iteration 50F: 3 clusters Score -4038704 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (44372 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44372 members 
Entering Unmasked Estep 
Score: -5605957.000000 Penalty: 1738.809204
	Iteration 0F: 2 clusters Score -5605957 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22287 members 
Mstep: Class 2 contains 22085 members 
Entering Unmasked Estep 
Score: -5576282.000000 Penalty: 3477.618408
	Iteration 0F: 3 clusters Score -5576282 nChanged 20696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23445 members 
Mstep: Class 2 contains 20927 members 
Entering Unmasked Estep 
Score: -5587982.500000 Penalty: 3477.618408
	Iteration 1F: 3 clusters Score -5587982 nChanged 1888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24209 members 
Mstep: Class 2 contains 20163 members 
Entering Unmasked Estep 
Score: -5588578.500000 Penalty: 3477.618408
	Iteration 2Q: 3 clusters Score -5588578 nChanged 1901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25258 members 
Mstep: Class 2 contains 19114 members 
Entering Unmasked Estep 
Score: -5589290.000000 Penalty: 3477.618408
	Iteration 3Q: 3 clusters Score -5589290 nChanged 2005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26627 members 
Mstep: Class 2 contains 17745 members 
Entering Unmasked Estep 
Score: -5590164.000000 Penalty: 3477.618408
	Iteration 4Q: 3 clusters Score -5590164 nChanged 2345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28560 members 
Mstep: Class 2 contains 15812 members 
Entering Unmasked Estep 
Score: -5591514.500000 Penalty: 3477.618408
	Iteration 5F: 3 clusters Score -5591514 nChanged 2836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31040 members 
Mstep: Class 2 contains 13332 members 
Entering Unmasked Estep 
Score: -5593540.000000 Penalty: 3477.618408
	Iteration 6F: 3 clusters Score -5593540 nChanged 3132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33900 members 
Mstep: Class 2 contains 10472 members 
Entering Unmasked Estep 
Score: -5596174.500000 Penalty: 3477.618408
	Iteration 7F: 3 clusters Score -5596174 nChanged 2899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36637 members 
Mstep: Class 2 contains 7735 members 
Entering Unmasked Estep 
Score: -5598854.000000 Penalty: 3477.618408
	Iteration 8F: 3 clusters Score -5598854 nChanged 2257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38738 members 
Mstep: Class 2 contains 5634 members 
Entering Unmasked Estep 
Score: -5601110.500000 Penalty: 3477.618408
	Iteration 9F: 3 clusters Score -5601110 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40050 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -5602598.500000 Penalty: 3477.618408
	Iteration 10Q: 3 clusters Score -5602598 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40786 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -5603590.000000 Penalty: 3477.618408
	Iteration 11Q: 3 clusters Score -5603590 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41231 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -5604213.000000 Penalty: 3477.618408
	Iteration 12Q: 3 clusters Score -5604213 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41444 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -5604561.000000 Penalty: 3477.618408
	Iteration 13Q: 3 clusters Score -5604561 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41552 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -5604736.500000 Penalty: 3477.618408
	Iteration 14Q: 3 clusters Score -5604736 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41608 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -5604833.000000 Penalty: 3477.618408
	Iteration 15Q: 3 clusters Score -5604833 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41639 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -5604886.000000 Penalty: 3477.618408
	Iteration 16Q: 3 clusters Score -5604886 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41657 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -5604928.500000 Penalty: 3477.618408
	Iteration 17Q: 3 clusters Score -5604928 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41660 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -5604971.500000 Penalty: 3477.618408
	Iteration 18Q: 3 clusters Score -5604972 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41645 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -5605002.000000 Penalty: 3477.618408
	Iteration 19Q: 3 clusters Score -5605002 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41611 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -5605030.500000 Penalty: 3477.618408
	Iteration 20F: 3 clusters Score -5605030 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41567 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -5605077.000000 Penalty: 3477.618408
	Iteration 21Q: 3 clusters Score -5605077 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41528 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -5605111.000000 Penalty: 3477.618408
	Iteration 22Q: 3 clusters Score -5605111 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41491 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -5605114.000000 Penalty: 3477.618408
	Iteration 23Q: 3 clusters Score -5605114 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41442 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -5605141.000000 Penalty: 3477.618408
	Iteration 24Q: 3 clusters Score -5605141 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41401 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -5605180.000000 Penalty: 3477.618408
	Iteration 25Q: 3 clusters Score -5605180 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41378 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -5605208.500000 Penalty: 3477.618408
	Iteration 26Q: 3 clusters Score -5605208 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41341 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -5605214.000000 Penalty: 3477.618408
	Iteration 27Q: 3 clusters Score -5605214 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41300 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -5605249.500000 Penalty: 3477.618408
	Iteration 28Q: 3 clusters Score -5605250 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41279 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -5605257.500000 Penalty: 3477.618408
	Iteration 29Q: 3 clusters Score -5605258 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41265 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -5605270.500000 Penalty: 3477.618408
	Iteration 30Q: 3 clusters Score -5605270 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41255 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -5605276.500000 Penalty: 3477.618408
	Iteration 31Q: 3 clusters Score -5605276 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41252 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -5605286.500000 Penalty: 3477.618408
	Iteration 32Q: 3 clusters Score -5605286 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41241 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -5605288.500000 Penalty: 3477.618408
	Iteration 33Q: 3 clusters Score -5605288 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41231 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -5605293.500000 Penalty: 3477.618408
	Iteration 34Q: 3 clusters Score -5605294 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41224 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -5605295.500000 Penalty: 3477.618408
	Iteration 35Q: 3 clusters Score -5605296 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41219 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -5605289.500000 Penalty: 3477.618408
	Iteration 36Q: 3 clusters Score -5605290 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41215 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -5605286.000000 Penalty: 3477.618408
	Iteration 37Q: 3 clusters Score -5605286 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41211 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -5605290.000000 Penalty: 3477.618408
	Iteration 38Q: 3 clusters Score -5605290 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41209 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -5605298.500000 Penalty: 3477.618408
	Iteration 39Q: 3 clusters Score -5605298 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41205 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -5605284.000000 Penalty: 3477.618408
	Iteration 40F: 3 clusters Score -5605284 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41203 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -5605284.500000 Penalty: 3477.618408
	Iteration 41Q: 3 clusters Score -5605284 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41200 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -5605289.500000 Penalty: 3477.618408
	Iteration 42Q: 3 clusters Score -5605290 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41199 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -5605284.500000 Penalty: 3477.618408
	Iteration 43Q: 3 clusters Score -5605284 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41197 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -5605284.000000 Penalty: 3477.618408
	Iteration 44Q: 3 clusters Score -5605284 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41197 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -5605284.000000 Penalty: 3477.618408
	Iteration 45F: 3 clusters Score -5605284 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (12388 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12388 members 
Entering Unmasked Estep 
Score: -1569233.000000 Penalty: 1531.478516
	Iteration 0F: 2 clusters Score -1569233 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6239 members 
Mstep: Class 2 contains 6149 members 
Entering Unmasked Estep 
Score: -1560513.125000 Penalty: 3062.957031
	Iteration 0F: 3 clusters Score -1560513 nChanged 5448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6309 members 
Mstep: Class 2 contains 6079 members 
Entering Unmasked Estep 
Score: -1563593.125000 Penalty: 3062.957031
	Iteration 1F: 3 clusters Score -1563593 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6313 members 
Mstep: Class 2 contains 6075 members 
Entering Unmasked Estep 
Score: -1563873.125000 Penalty: 3062.957031
	Iteration 2F: 3 clusters Score -1563873 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6367 members 
Mstep: Class 2 contains 6021 members 
Entering Unmasked Estep 
Score: -1564101.125000 Penalty: 3062.957031
	Iteration 3Q: 3 clusters Score -1564101 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6436 members 
Mstep: Class 2 contains 5952 members 
Entering Unmasked Estep 
Score: -1564355.125000 Penalty: 3062.957031
	Iteration 4Q: 3 clusters Score -1564355 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6547 members 
Mstep: Class 2 contains 5841 members 
Entering Unmasked Estep 
Score: -1564656.500000 Penalty: 3062.957031
	Iteration 5Q: 3 clusters Score -1564656 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6611 members 
Mstep: Class 2 contains 5777 members 
Entering Unmasked Estep 
Score: -1564992.625000 Penalty: 3062.957031
	Iteration 6Q: 3 clusters Score -1564993 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6684 members 
Mstep: Class 2 contains 5704 members 
Entering Unmasked Estep 
Score: -1565407.375000 Penalty: 3062.957031
	Iteration 7F: 3 clusters Score -1565407 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6748 members 
Mstep: Class 2 contains 5640 members 
Entering Unmasked Estep 
Score: -1565864.625000 Penalty: 3062.957031
	Iteration 8F: 3 clusters Score -1565865 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6774 members 
Mstep: Class 2 contains 5614 members 
Entering Unmasked Estep 
Score: -1566337.000000 Penalty: 3062.957031
	Iteration 9F: 3 clusters Score -1566337 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6773 members 
Mstep: Class 2 contains 5615 members 
Entering Unmasked Estep 
Score: -1566717.250000 Penalty: 3062.957031
	Iteration 10Q: 3 clusters Score -1566717 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6714 members 
Mstep: Class 2 contains 5674 members 
Entering Unmasked Estep 
Score: -1567003.125000 Penalty: 3062.957031
	Iteration 11Q: 3 clusters Score -1567003 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6639 members 
Mstep: Class 2 contains 5749 members 
Entering Unmasked Estep 
Score: -1567166.625000 Penalty: 3062.957031
	Iteration 12Q: 3 clusters Score -1567167 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6570 members 
Mstep: Class 2 contains 5818 members 
Entering Unmasked Estep 
Score: -1567268.375000 Penalty: 3062.957031
	Iteration 13Q: 3 clusters Score -1567268 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6503 members 
Mstep: Class 2 contains 5885 members 
Entering Unmasked Estep 
Score: -1567336.250000 Penalty: 3062.957031
	Iteration 14Q: 3 clusters Score -1567336 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6438 members 
Mstep: Class 2 contains 5950 members 
Entering Unmasked Estep 
Score: -1567383.375000 Penalty: 3062.957031
	Iteration 15Q: 3 clusters Score -1567383 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6391 members 
Mstep: Class 2 contains 5997 members 
Entering Unmasked Estep 
Score: -1567417.250000 Penalty: 3062.957031
	Iteration 16Q: 3 clusters Score -1567417 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6317 members 
Mstep: Class 2 contains 6071 members 
Entering Unmasked Estep 
Score: -1567445.500000 Penalty: 3062.957031
	Iteration 17Q: 3 clusters Score -1567446 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6240 members 
Mstep: Class 2 contains 6148 members 
Entering Unmasked Estep 
Score: -1567472.750000 Penalty: 3062.957031
	Iteration 18Q: 3 clusters Score -1567473 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6186 members 
Mstep: Class 2 contains 6202 members 
Entering Unmasked Estep 
Score: -1567495.500000 Penalty: 3062.957031
	Iteration 19Q: 3 clusters Score -1567496 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6121 members 
Mstep: Class 2 contains 6267 members 
Entering Unmasked Estep 
Score: -1567511.250000 Penalty: 3062.957031
	Iteration 20F: 3 clusters Score -1567511 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6068 members 
Mstep: Class 2 contains 6320 members 
Entering Unmasked Estep 
Score: -1567532.250000 Penalty: 3062.957031
	Iteration 21Q: 3 clusters Score -1567532 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6003 members 
Mstep: Class 2 contains 6385 members 
Entering Unmasked Estep 
Score: -1567552.500000 Penalty: 3062.957031
	Iteration 22Q: 3 clusters Score -1567552 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5922 members 
Mstep: Class 2 contains 6466 members 
Entering Unmasked Estep 
Score: -1567574.875000 Penalty: 3062.957031
	Iteration 23Q: 3 clusters Score -1567575 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5844 members 
Mstep: Class 2 contains 6544 members 
Entering Unmasked Estep 
Score: -1567602.500000 Penalty: 3062.957031
	Iteration 24Q: 3 clusters Score -1567602 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5772 members 
Mstep: Class 2 contains 6616 members 
Entering Unmasked Estep 
Score: -1567625.375000 Penalty: 3062.957031
	Iteration 25Q: 3 clusters Score -1567625 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5684 members 
Mstep: Class 2 contains 6704 members 
Entering Unmasked Estep 
Score: -1567657.125000 Penalty: 3062.957031
	Iteration 26Q: 3 clusters Score -1567657 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5603 members 
Mstep: Class 2 contains 6785 members 
Entering Unmasked Estep 
Score: -1567680.750000 Penalty: 3062.957031
	Iteration 27Q: 3 clusters Score -1567681 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 6857 members 
Entering Unmasked Estep 
Score: -1567694.375000 Penalty: 3062.957031
	Iteration 28Q: 3 clusters Score -1567694 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 6928 members 
Entering Unmasked Estep 
Score: -1567710.750000 Penalty: 3062.957031
	Iteration 29Q: 3 clusters Score -1567711 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5401 members 
Mstep: Class 2 contains 6987 members 
Entering Unmasked Estep 
Score: -1567713.625000 Penalty: 3062.957031
	Iteration 30Q: 3 clusters Score -1567714 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 7035 members 
Entering Unmasked Estep 
Score: -1567722.750000 Penalty: 3062.957031
	Iteration 31Q: 3 clusters Score -1567723 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5291 members 
Mstep: Class 2 contains 7097 members 
Entering Unmasked Estep 
Score: -1567738.125000 Penalty: 3062.957031
	Iteration 32Q: 3 clusters Score -1567738 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5225 members 
Mstep: Class 2 contains 7163 members 
Entering Unmasked Estep 
Score: -1567756.625000 Penalty: 3062.957031
	Iteration 33Q: 3 clusters Score -1567757 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 7216 members 
Entering Unmasked Estep 
Score: -1567767.375000 Penalty: 3062.957031
	Iteration 34Q: 3 clusters Score -1567767 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5121 members 
Mstep: Class 2 contains 7267 members 
Entering Unmasked Estep 
Score: -1567773.125000 Penalty: 3062.957031
	Iteration 35Q: 3 clusters Score -1567773 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 7309 members 
Entering Unmasked Estep 
Score: -1567776.875000 Penalty: 3062.957031
	Iteration 36Q: 3 clusters Score -1567777 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Mstep: Class 2 contains 7338 members 
Entering Unmasked Estep 
Score: -1567777.375000 Penalty: 3062.957031
	Iteration 37Q: 3 clusters Score -1567777 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 7369 members 
Entering Unmasked Estep 
Score: -1567780.500000 Penalty: 3062.957031
	Iteration 38Q: 3 clusters Score -1567780 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 7405 members 
Entering Unmasked Estep 
Score: -1567788.125000 Penalty: 3062.957031
	Iteration 39Q: 3 clusters Score -1567788 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4944 members 
Mstep: Class 2 contains 7444 members 
Entering Unmasked Estep 
Score: -1567794.250000 Penalty: 3062.957031
	Iteration 40F: 3 clusters Score -1567794 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 7478 members 
Entering Unmasked Estep 
Score: -1567800.375000 Penalty: 3062.957031
	Iteration 41Q: 3 clusters Score -1567800 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 7520 members 
Entering Unmasked Estep 
Score: -1567811.625000 Penalty: 3062.957031
	Iteration 42Q: 3 clusters Score -1567812 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 7567 members 
Entering Unmasked Estep 
Score: -1567818.750000 Penalty: 3062.957031
	Iteration 43Q: 3 clusters Score -1567819 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 7615 members 
Entering Unmasked Estep 
Score: -1567828.125000 Penalty: 3062.957031
	Iteration 44Q: 3 clusters Score -1567828 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 7658 members 
Entering Unmasked Estep 
Score: -1567831.250000 Penalty: 3062.957031
	Iteration 45Q: 3 clusters Score -1567831 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 7692 members 
Entering Unmasked Estep 
Score: -1567834.000000 Penalty: 3062.957031
	Iteration 46Q: 3 clusters Score -1567834 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 7725 members 
Entering Unmasked Estep 
Score: -1567842.875000 Penalty: 3062.957031
	Iteration 47Q: 3 clusters Score -1567843 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 7766 members 
Entering Unmasked Estep 
Score: -1567843.750000 Penalty: 3062.957031
	Iteration 48Q: 3 clusters Score -1567844 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 7808 members 
Entering Unmasked Estep 
Score: -1567855.375000 Penalty: 3062.957031
	Iteration 49Q: 3 clusters Score -1567855 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 7854 members 
Entering Unmasked Estep 
Score: -1567865.625000 Penalty: 3062.957031
	Iteration 50Q: 3 clusters Score -1567866 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 7890 members 
Entering Unmasked Estep 
Score: -1567870.250000 Penalty: 3062.957031
	Iteration 51Q: 3 clusters Score -1567870 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 7921 members 
Entering Unmasked Estep 
Score: -1567873.500000 Penalty: 3062.957031
	Iteration 52Q: 3 clusters Score -1567874 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 7950 members 
Entering Unmasked Estep 
Score: -1567883.875000 Penalty: 3062.957031
	Iteration 53Q: 3 clusters Score -1567884 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 7984 members 
Entering Unmasked Estep 
Score: -1567887.625000 Penalty: 3062.957031
	Iteration 54Q: 3 clusters Score -1567888 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 8019 members 
Entering Unmasked Estep 
Score: -1567890.125000 Penalty: 3062.957031
	Iteration 55Q: 3 clusters Score -1567890 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 8053 members 
Entering Unmasked Estep 
Score: -1567894.250000 Penalty: 3062.957031
	Iteration 56Q: 3 clusters Score -1567894 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 8088 members 
Entering Unmasked Estep 
Score: -1567900.750000 Penalty: 3062.957031
	Iteration 57Q: 3 clusters Score -1567901 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 8128 members 
Entering Unmasked Estep 
Score: -1567908.875000 Penalty: 3062.957031
	Iteration 58Q: 3 clusters Score -1567909 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 8184 members 
Entering Unmasked Estep 
Score: -1567919.625000 Penalty: 3062.957031
	Iteration 59Q: 3 clusters Score -1567920 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 8231 members 
Entering Unmasked Estep 
Score: -1567931.125000 Penalty: 3062.957031
	Iteration 60F: 3 clusters Score -1567931 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 8274 members 
Entering Unmasked Estep 
Score: -1567931.875000 Penalty: 3062.957031
	Iteration 61Q: 3 clusters Score -1567932 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 8317 members 
Entering Unmasked Estep 
Score: -1567940.125000 Penalty: 3062.957031
	Iteration 62Q: 3 clusters Score -1567940 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 8363 members 
Entering Unmasked Estep 
Score: -1567946.250000 Penalty: 3062.957031
	Iteration 63Q: 3 clusters Score -1567946 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 8395 members 
Entering Unmasked Estep 
Score: -1567953.875000 Penalty: 3062.957031
	Iteration 64Q: 3 clusters Score -1567954 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 8424 members 
Entering Unmasked Estep 
Score: -1567958.250000 Penalty: 3062.957031
	Iteration 65Q: 3 clusters Score -1567958 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 8454 members 
Entering Unmasked Estep 
Score: -1567963.000000 Penalty: 3062.957031
	Iteration 66Q: 3 clusters Score -1567963 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 8481 members 
Entering Unmasked Estep 
Score: -1567970.500000 Penalty: 3062.957031
	Iteration 67Q: 3 clusters Score -1567970 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 8508 members 
Entering Unmasked Estep 
Score: -1567979.750000 Penalty: 3062.957031
	Iteration 68Q: 3 clusters Score -1567980 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 8531 members 
Entering Unmasked Estep 
Score: -1567980.625000 Penalty: 3062.957031
	Iteration 69Q: 3 clusters Score -1567981 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 8558 members 
Entering Unmasked Estep 
Score: -1567982.875000 Penalty: 3062.957031
	Iteration 70Q: 3 clusters Score -1567983 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 8585 members 
Entering Unmasked Estep 
Score: -1567990.375000 Penalty: 3062.957031
	Iteration 71Q: 3 clusters Score -1567990 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 8617 members 
Entering Unmasked Estep 
Score: -1567996.375000 Penalty: 3062.957031
	Iteration 72Q: 3 clusters Score -1567996 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 8642 members 
Entering Unmasked Estep 
Score: -1567999.625000 Penalty: 3062.957031
	Iteration 73Q: 3 clusters Score -1568000 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 8660 members 
Entering Unmasked Estep 
Score: -1568004.625000 Penalty: 3062.957031
	Iteration 74Q: 3 clusters Score -1568005 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 8675 members 
Entering Unmasked Estep 
Score: -1568005.750000 Penalty: 3062.957031
	Iteration 75Q: 3 clusters Score -1568006 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 8689 members 
Entering Unmasked Estep 
Score: -1568009.500000 Penalty: 3062.957031
	Iteration 76Q: 3 clusters Score -1568010 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 8704 members 
Entering Unmasked Estep 
Score: -1568010.000000 Penalty: 3062.957031
	Iteration 77Q: 3 clusters Score -1568010 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 8721 members 
Entering Unmasked Estep 
Score: -1568014.500000 Penalty: 3062.957031
	Iteration 78Q: 3 clusters Score -1568014 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 8743 members 
Entering Unmasked Estep 
Score: -1568012.000000 Penalty: 3062.957031
	Iteration 79Q: 3 clusters Score -1568012 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 8762 members 
Entering Unmasked Estep 
Score: -1568018.125000 Penalty: 3062.957031
	Iteration 80F: 3 clusters Score -1568018 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 8787 members 
Entering Unmasked Estep 
Score: -1568018.625000 Penalty: 3062.957031
	Iteration 81Q: 3 clusters Score -1568019 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 8806 members 
Entering Unmasked Estep 
Score: -1568025.125000 Penalty: 3062.957031
	Iteration 82Q: 3 clusters Score -1568025 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 8822 members 
Entering Unmasked Estep 
Score: -1568027.125000 Penalty: 3062.957031
	Iteration 83Q: 3 clusters Score -1568027 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 8830 members 
Entering Unmasked Estep 
Score: -1568026.500000 Penalty: 3062.957031
	Iteration 84Q: 3 clusters Score -1568026 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 8836 members 
Entering Unmasked Estep 
Score: -1568027.875000 Penalty: 3062.957031
	Iteration 85Q: 3 clusters Score -1568028 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 8840 members 
Entering Unmasked Estep 
Score: -1568028.000000 Penalty: 3062.957031
	Iteration 86Q: 3 clusters Score -1568028 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 8843 members 
Entering Unmasked Estep 
Score: -1568027.125000 Penalty: 3062.957031
	Iteration 87Q: 3 clusters Score -1568027 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 8850 members 
Entering Unmasked Estep 
Score: -1568029.000000 Penalty: 3062.957031
	Iteration 88Q: 3 clusters Score -1568029 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 8853 members 
Entering Unmasked Estep 
Score: -1568031.625000 Penalty: 3062.957031
	Iteration 89Q: 3 clusters Score -1568032 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 8855 members 
Entering Unmasked Estep 
Score: -1568031.375000 Penalty: 3062.957031
	Iteration 90Q: 3 clusters Score -1568031 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 8858 members 
Entering Unmasked Estep 
Score: -1568030.250000 Penalty: 3062.957031
	Iteration 91Q: 3 clusters Score -1568030 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 8864 members 
Entering Unmasked Estep 
Score: -1568031.625000 Penalty: 3062.957031
	Iteration 92Q: 3 clusters Score -1568032 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 8870 members 
Entering Unmasked Estep 
Score: -1568034.250000 Penalty: 3062.957031
	Iteration 93Q: 3 clusters Score -1568034 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 8881 members 
Entering Unmasked Estep 
Score: -1568033.625000 Penalty: 3062.957031
	Iteration 94Q: 3 clusters Score -1568034 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 8889 members 
Entering Unmasked Estep 
Score: -1568036.875000 Penalty: 3062.957031
	Iteration 95Q: 3 clusters Score -1568037 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 8894 members 
Entering Unmasked Estep 
Score: -1568035.375000 Penalty: 3062.957031
	Iteration 96Q: 3 clusters Score -1568035 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 8900 members 
Entering Unmasked Estep 
Score: -1568036.250000 Penalty: 3062.957031
	Iteration 97Q: 3 clusters Score -1568036 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 8908 members 
Entering Unmasked Estep 
Score: -1568037.375000 Penalty: 3062.957031
	Iteration 98Q: 3 clusters Score -1568037 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 8914 members 
Entering Unmasked Estep 
Score: -1568036.500000 Penalty: 3062.957031
	Iteration 99Q: 3 clusters Score -1568036 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 8917 members 
Entering Unmasked Estep 
Score: -1568035.875000 Penalty: 3062.957031
	Iteration 100F: 3 clusters Score -1568036 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 8919 members 
Entering Unmasked Estep 
Score: -1568036.500000 Penalty: 3062.957031
	Iteration 101Q: 3 clusters Score -1568036 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 8922 members 
Entering Unmasked Estep 
Score: -1568037.750000 Penalty: 3062.957031
	Iteration 102Q: 3 clusters Score -1568038 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 8923 members 
Entering Unmasked Estep 
Score: -1568037.625000 Penalty: 3062.957031
	Iteration 103Q: 3 clusters Score -1568038 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 8924 members 
Entering Unmasked Estep 
Score: -1568036.875000 Penalty: 3062.957031
	Iteration 104Q: 3 clusters Score -1568037 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 8925 members 
Entering Unmasked Estep 
Score: -1568035.875000 Penalty: 3062.957031
	Iteration 105Q: 3 clusters Score -1568036 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 8925 members 
Entering Unmasked Estep 
Score: -1568035.875000 Penalty: 3062.957031
	Iteration 106F: 3 clusters Score -1568036 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (17523 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17523 members 
Entering Unmasked Estep 
Score: -2203765.250000 Penalty: 1587.831299
	Iteration 0F: 2 clusters Score -2203765 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8655 members 
Mstep: Class 2 contains 8868 members 
Entering Unmasked Estep 
Score: -2191675.000000 Penalty: 3175.662598
	Iteration 0F: 3 clusters Score -2191675 nChanged 7844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7991 members 
Mstep: Class 2 contains 9532 members 
Entering Unmasked Estep 
Score: -2196082.500000 Penalty: 3175.662598
	Iteration 1F: 3 clusters Score -2196082 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7529 members 
Mstep: Class 2 contains 9994 members 
Entering Unmasked Estep 
Score: -2196566.250000 Penalty: 3175.662598
	Iteration 2F: 3 clusters Score -2196566 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6943 members 
Mstep: Class 2 contains 10580 members 
Entering Unmasked Estep 
Score: -2197069.250000 Penalty: 3175.662598
	Iteration 3F: 3 clusters Score -2197069 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6202 members 
Mstep: Class 2 contains 11321 members 
Entering Unmasked Estep 
Score: -2197684.000000 Penalty: 3175.662598
	Iteration 4F: 3 clusters Score -2197684 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 12214 members 
Entering Unmasked Estep 
Score: -2198453.750000 Penalty: 3175.662598
	Iteration 5F: 3 clusters Score -2198454 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 13211 members 
Entering Unmasked Estep 
Score: -2199357.500000 Penalty: 3175.662598
	Iteration 6F: 3 clusters Score -2199358 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 14110 members 
Entering Unmasked Estep 
Score: -2200273.250000 Penalty: 3175.662598
	Iteration 7F: 3 clusters Score -2200273 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 14810 members 
Entering Unmasked Estep 
Score: -2200996.500000 Penalty: 3175.662598
	Iteration 8Q: 3 clusters Score -2200996 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 15260 members 
Entering Unmasked Estep 
Score: -2201456.750000 Penalty: 3175.662598
	Iteration 9Q: 3 clusters Score -2201457 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 15549 members 
Entering Unmasked Estep 
Score: -2201719.750000 Penalty: 3175.662598
	Iteration 10Q: 3 clusters Score -2201720 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 15782 members 
Entering Unmasked Estep 
Score: -2201894.500000 Penalty: 3175.662598
	Iteration 11Q: 3 clusters Score -2201894 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 15962 members 
Entering Unmasked Estep 
Score: -2202003.500000 Penalty: 3175.662598
	Iteration 12Q: 3 clusters Score -2202004 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 16100 members 
Entering Unmasked Estep 
Score: -2202087.500000 Penalty: 3175.662598
	Iteration 13Q: 3 clusters Score -2202088 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 16223 members 
Entering Unmasked Estep 
Score: -2202152.750000 Penalty: 3175.662598
	Iteration 14Q: 3 clusters Score -2202153 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 16327 members 
Entering Unmasked Estep 
Score: -2202211.750000 Penalty: 3175.662598
	Iteration 15Q: 3 clusters Score -2202212 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 16409 members 
Entering Unmasked Estep 
Score: -2202259.500000 Penalty: 3175.662598
	Iteration 16Q: 3 clusters Score -2202260 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 16478 members 
Entering Unmasked Estep 
Score: -2202307.500000 Penalty: 3175.662598
	Iteration 17Q: 3 clusters Score -2202308 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 16535 members 
Entering Unmasked Estep 
Score: -2202354.500000 Penalty: 3175.662598
	Iteration 18Q: 3 clusters Score -2202354 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 16586 members 
Entering Unmasked Estep 
Score: -2202392.500000 Penalty: 3175.662598
	Iteration 19Q: 3 clusters Score -2202392 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 16622 members 
Entering Unmasked Estep 
Score: -2202421.500000 Penalty: 3175.662598
	Iteration 20F: 3 clusters Score -2202422 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 16669 members 
Entering Unmasked Estep 
Score: -2202445.250000 Penalty: 3175.662598
	Iteration 21Q: 3 clusters Score -2202445 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 16703 members 
Entering Unmasked Estep 
Score: -2202463.500000 Penalty: 3175.662598
	Iteration 22Q: 3 clusters Score -2202464 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 16723 members 
Entering Unmasked Estep 
Score: -2202476.000000 Penalty: 3175.662598
	Iteration 23Q: 3 clusters Score -2202476 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 16744 members 
Entering Unmasked Estep 
Score: -2202488.250000 Penalty: 3175.662598
	Iteration 24Q: 3 clusters Score -2202488 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 16761 members 
Entering Unmasked Estep 
Score: -2202504.500000 Penalty: 3175.662598
	Iteration 25Q: 3 clusters Score -2202504 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 16777 members 
Entering Unmasked Estep 
Score: -2202513.000000 Penalty: 3175.662598
	Iteration 26Q: 3 clusters Score -2202513 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 16785 members 
Entering Unmasked Estep 
Score: -2202523.750000 Penalty: 3175.662598
	Iteration 27Q: 3 clusters Score -2202524 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 16798 members 
Entering Unmasked Estep 
Score: -2202532.500000 Penalty: 3175.662598
	Iteration 28Q: 3 clusters Score -2202532 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 16809 members 
Entering Unmasked Estep 
Score: -2202535.250000 Penalty: 3175.662598
	Iteration 29Q: 3 clusters Score -2202535 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 16822 members 
Entering Unmasked Estep 
Score: -2202542.250000 Penalty: 3175.662598
	Iteration 30Q: 3 clusters Score -2202542 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 16832 members 
Entering Unmasked Estep 
Score: -2202548.750000 Penalty: 3175.662598
	Iteration 31Q: 3 clusters Score -2202549 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 16835 members 
Entering Unmasked Estep 
Score: -2202554.000000 Penalty: 3175.662598
	Iteration 32Q: 3 clusters Score -2202554 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 16841 members 
Entering Unmasked Estep 
Score: -2202553.000000 Penalty: 3175.662598
	Iteration 33Q: 3 clusters Score -2202553 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 16847 members 
Entering Unmasked Estep 
Score: -2202559.500000 Penalty: 3175.662598
	Iteration 34Q: 3 clusters Score -2202560 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 16852 members 
Entering Unmasked Estep 
Score: -2202564.500000 Penalty: 3175.662598
	Iteration 35Q: 3 clusters Score -2202564 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 16853 members 
Entering Unmasked Estep 
Score: -2202564.250000 Penalty: 3175.662598
	Iteration 36Q: 3 clusters Score -2202564 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 16853 members 
Entering Unmasked Estep 
Score: -2202563.250000 Penalty: 3175.662598
	Iteration 37Q: 3 clusters Score -2202563 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 16854 members 
Entering Unmasked Estep 
Score: -2202564.000000 Penalty: 3175.662598
	Iteration 38Q: 3 clusters Score -2202564 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 16855 members 
Entering Unmasked Estep 
Score: -2202565.750000 Penalty: 3175.662598
	Iteration 39Q: 3 clusters Score -2202566 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 16855 members 
Entering Unmasked Estep 
Score: -2202565.750000 Penalty: 3175.662598
	Iteration 40F: 3 clusters Score -2202566 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (17920 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17920 members 
Entering Unmasked Estep 
Score: -2241257.000000 Penalty: 1591.471802
	Iteration 0F: 2 clusters Score -2241257 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8916 members 
Mstep: Class 2 contains 9004 members 
Entering Unmasked Estep 
Score: -2229008.000000 Penalty: 3182.943604
	Iteration 0F: 3 clusters Score -2229008 nChanged 8014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8696 members 
Mstep: Class 2 contains 9224 members 
Entering Unmasked Estep 
Score: -2233319.500000 Penalty: 3182.943604
	Iteration 1F: 3 clusters Score -2233320 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8549 members 
Mstep: Class 2 contains 9371 members 
Entering Unmasked Estep 
Score: -2233801.000000 Penalty: 3182.943604
	Iteration 2F: 3 clusters Score -2233801 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8373 members 
Mstep: Class 2 contains 9547 members 
Entering Unmasked Estep 
Score: -2234462.250000 Penalty: 3182.943604
	Iteration 3F: 3 clusters Score -2234462 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8156 members 
Mstep: Class 2 contains 9764 members 
Entering Unmasked Estep 
Score: -2235413.750000 Penalty: 3182.943604
	Iteration 4F: 3 clusters Score -2235414 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7824 members 
Mstep: Class 2 contains 10096 members 
Entering Unmasked Estep 
Score: -2236483.750000 Penalty: 3182.943604
	Iteration 5F: 3 clusters Score -2236484 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7404 members 
Mstep: Class 2 contains 10516 members 
Entering Unmasked Estep 
Score: -2237575.250000 Penalty: 3182.943604
	Iteration 6F: 3 clusters Score -2237575 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7026 members 
Mstep: Class 2 contains 10894 members 
Entering Unmasked Estep 
Score: -2238564.250000 Penalty: 3182.943604
	Iteration 7F: 3 clusters Score -2238564 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6727 members 
Mstep: Class 2 contains 11193 members 
Entering Unmasked Estep 
Score: -2239379.750000 Penalty: 3182.943604
	Iteration 8F: 3 clusters Score -2239380 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6552 members 
Mstep: Class 2 contains 11368 members 
Entering Unmasked Estep 
Score: -2239986.000000 Penalty: 3182.943604
	Iteration 9Q: 3 clusters Score -2239986 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6449 members 
Mstep: Class 2 contains 11471 members 
Entering Unmasked Estep 
Score: -2240416.250000 Penalty: 3182.943604
	Iteration 10Q: 3 clusters Score -2240416 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6411 members 
Mstep: Class 2 contains 11509 members 
Entering Unmasked Estep 
Score: -2240641.750000 Penalty: 3182.943604
	Iteration 11Q: 3 clusters Score -2240642 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6417 members 
Mstep: Class 2 contains 11503 members 
Entering Unmasked Estep 
Score: -2240751.500000 Penalty: 3182.943604
	Iteration 12Q: 3 clusters Score -2240752 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6457 members 
Mstep: Class 2 contains 11463 members 
Entering Unmasked Estep 
Score: -2240818.000000 Penalty: 3182.943604
	Iteration 13Q: 3 clusters Score -2240818 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6494 members 
Mstep: Class 2 contains 11426 members 
Entering Unmasked Estep 
Score: -2240852.000000 Penalty: 3182.943604
	Iteration 14Q: 3 clusters Score -2240852 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6521 members 
Mstep: Class 2 contains 11399 members 
Entering Unmasked Estep 
Score: -2240867.750000 Penalty: 3182.943604
	Iteration 15Q: 3 clusters Score -2240868 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6543 members 
Mstep: Class 2 contains 11377 members 
Entering Unmasked Estep 
Score: -2240879.000000 Penalty: 3182.943604
	Iteration 16Q: 3 clusters Score -2240879 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6552 members 
Mstep: Class 2 contains 11368 members 
Entering Unmasked Estep 
Score: -2240887.750000 Penalty: 3182.943604
	Iteration 17Q: 3 clusters Score -2240888 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6549 members 
Mstep: Class 2 contains 11371 members 
Entering Unmasked Estep 
Score: -2240887.750000 Penalty: 3182.943604
	Iteration 18Q: 3 clusters Score -2240888 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6550 members 
Mstep: Class 2 contains 11370 members 
Entering Unmasked Estep 
Score: -2240886.250000 Penalty: 3182.943604
	Iteration 19Q: 3 clusters Score -2240886 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6556 members 
Mstep: Class 2 contains 11364 members 
Entering Unmasked Estep 
Score: -2240884.750000 Penalty: 3182.943604
	Iteration 20F: 3 clusters Score -2240885 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6556 members 
Mstep: Class 2 contains 11364 members 
Entering Unmasked Estep 
Score: -2240882.750000 Penalty: 3182.943604
	Iteration 21Q: 3 clusters Score -2240883 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6558 members 
Mstep: Class 2 contains 11362 members 
Entering Unmasked Estep 
Score: -2240881.000000 Penalty: 3182.943604
	Iteration 22Q: 3 clusters Score -2240881 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6560 members 
Mstep: Class 2 contains 11360 members 
Entering Unmasked Estep 
Score: -2240885.750000 Penalty: 3182.943604
	Iteration 23Q: 3 clusters Score -2240886 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6562 members 
Mstep: Class 2 contains 11358 members 
Entering Unmasked Estep 
Score: -2240886.000000 Penalty: 3182.943604
	Iteration 24Q: 3 clusters Score -2240886 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6560 members 
Mstep: Class 2 contains 11360 members 
Entering Unmasked Estep 
Score: -2240886.750000 Penalty: 3182.943604
	Iteration 25Q: 3 clusters Score -2240887 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6560 members 
Mstep: Class 2 contains 11360 members 
Entering Unmasked Estep 
Score: -2240886.750000 Penalty: 3182.943604
	Iteration 26F: 3 clusters Score -2240887 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (467 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Entering Unmasked Estep 
Score: -49925.378906 Penalty: 998.778503
	Iteration 0F: 2 clusters Score -49925.38 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 245 members 
Entering Unmasked Estep 
Score: -48943.105469 Penalty: 1997.557007
	Iteration 0F: 3 clusters Score -48943.11 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -49172.832031 Penalty: 1997.557007
	Iteration 1F: 3 clusters Score -49172.83 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -49255.937500 Penalty: 1997.557007
	Iteration 2F: 3 clusters Score -49255.94 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -49286.609375 Penalty: 1997.557007
	Iteration 3Q: 3 clusters Score -49286.61 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -49315.359375 Penalty: 1997.557007
	Iteration 4Q: 3 clusters Score -49315.36 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -49338.421875 Penalty: 1997.557007
	Iteration 5Q: 3 clusters Score -49338.42 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -49360.667969 Penalty: 1997.557007
	Iteration 6Q: 3 clusters Score -49360.67 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -49395.656250 Penalty: 1997.557007
	Iteration 7Q: 3 clusters Score -49395.66 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -49420.605469 Penalty: 1997.557007
	Iteration 8Q: 3 clusters Score -49420.61 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -49454.277344 Penalty: 1997.557007
	Iteration 9Q: 3 clusters Score -49454.28 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -49475.003906 Penalty: 1997.557007
	Iteration 10Q: 3 clusters Score -49475 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -49489.316406 Penalty: 1997.557007
	Iteration 11Q: 3 clusters Score -49489.32 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -49497.875000 Penalty: 1997.557007
	Iteration 12Q: 3 clusters Score -49497.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -49506.167969 Penalty: 1997.557007
	Iteration 13Q: 3 clusters Score -49506.17 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -49514.089844 Penalty: 1997.557007
	Iteration 14Q: 3 clusters Score -49514.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -49518.472656 Penalty: 1997.557007
	Iteration 15Q: 3 clusters Score -49518.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -49521.597656 Penalty: 1997.557007
	Iteration 16Q: 3 clusters Score -49521.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -49522.566406 Penalty: 1997.557007
	Iteration 17Q: 3 clusters Score -49522.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -49522.566406 Penalty: 1997.557007
	Iteration 18F: 3 clusters Score -49522.57 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (8494 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8494 members 
Entering Unmasked Estep 
Score: -1060456.750000 Penalty: 1470.156250
	Iteration 0F: 2 clusters Score -1060457 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -1054250.500000 Penalty: 2940.312500
	Iteration 0F: 3 clusters Score -1054250 nChanged 3570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -1056076.000000 Penalty: 2940.312500
	Iteration 1F: 3 clusters Score -1056076 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -1056326.375000 Penalty: 2940.312500
	Iteration 2F: 3 clusters Score -1056326 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -1056504.750000 Penalty: 2940.312500
	Iteration 3F: 3 clusters Score -1056505 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -1056663.125000 Penalty: 2940.312500
	Iteration 4Q: 3 clusters Score -1056663 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -1056820.500000 Penalty: 2940.312500
	Iteration 5Q: 3 clusters Score -1056820 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -1056949.625000 Penalty: 2940.312500
	Iteration 6Q: 3 clusters Score -1056950 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -1057048.000000 Penalty: 2940.312500
	Iteration 7Q: 3 clusters Score -1057048 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -1057145.500000 Penalty: 2940.312500
	Iteration 8Q: 3 clusters Score -1057146 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -1057226.250000 Penalty: 2940.312500
	Iteration 9Q: 3 clusters Score -1057226 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -1057304.375000 Penalty: 2940.312500
	Iteration 10Q: 3 clusters Score -1057304 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -1057389.500000 Penalty: 2940.312500
	Iteration 11Q: 3 clusters Score -1057390 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -1057471.125000 Penalty: 2940.312500
	Iteration 12Q: 3 clusters Score -1057471 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5001 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -1057549.250000 Penalty: 2940.312500
	Iteration 13Q: 3 clusters Score -1057549 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -1057650.250000 Penalty: 2940.312500
	Iteration 14Q: 3 clusters Score -1057650 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5242 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -1057759.500000 Penalty: 2940.312500
	Iteration 15Q: 3 clusters Score -1057760 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -1057865.375000 Penalty: 2940.312500
	Iteration 16Q: 3 clusters Score -1057865 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5492 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -1057962.375000 Penalty: 2940.312500
	Iteration 17Q: 3 clusters Score -1057962 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5631 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -1058060.125000 Penalty: 2940.312500
	Iteration 18Q: 3 clusters Score -1058060 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5769 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -1058150.125000 Penalty: 2940.312500
	Iteration 19Q: 3 clusters Score -1058150 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5913 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -1058238.375000 Penalty: 2940.312500
	Iteration 20F: 3 clusters Score -1058238 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6080 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -1058341.250000 Penalty: 2940.312500
	Iteration 21Q: 3 clusters Score -1058341 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6233 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -1058425.750000 Penalty: 2940.312500
	Iteration 22Q: 3 clusters Score -1058426 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6361 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -1058499.250000 Penalty: 2940.312500
	Iteration 23Q: 3 clusters Score -1058499 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6504 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -1058570.750000 Penalty: 2940.312500
	Iteration 24Q: 3 clusters Score -1058571 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6627 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -1058630.125000 Penalty: 2940.312500
	Iteration 25Q: 3 clusters Score -1058630 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6761 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -1058694.875000 Penalty: 2940.312500
	Iteration 26Q: 3 clusters Score -1058695 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6890 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -1058753.000000 Penalty: 2940.312500
	Iteration 27Q: 3 clusters Score -1058753 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6998 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -1058801.125000 Penalty: 2940.312500
	Iteration 28Q: 3 clusters Score -1058801 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7096 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -1058849.875000 Penalty: 2940.312500
	Iteration 29Q: 3 clusters Score -1058850 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7194 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -1058898.750000 Penalty: 2940.312500
	Iteration 30Q: 3 clusters Score -1058899 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7296 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -1058942.500000 Penalty: 2940.312500
	Iteration 31Q: 3 clusters Score -1058942 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7383 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -1058988.250000 Penalty: 2940.312500
	Iteration 32Q: 3 clusters Score -1058988 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7459 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -1059025.000000 Penalty: 2940.312500
	Iteration 33Q: 3 clusters Score -1059025 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7513 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -1059050.375000 Penalty: 2940.312500
	Iteration 34Q: 3 clusters Score -1059050 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7564 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -1059075.250000 Penalty: 2940.312500
	Iteration 35Q: 3 clusters Score -1059075 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7602 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -1059093.375000 Penalty: 2940.312500
	Iteration 36Q: 3 clusters Score -1059093 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7639 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -1059109.625000 Penalty: 2940.312500
	Iteration 37Q: 3 clusters Score -1059110 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7674 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -1059123.875000 Penalty: 2940.312500
	Iteration 38Q: 3 clusters Score -1059124 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7700 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -1059142.000000 Penalty: 2940.312500
	Iteration 39Q: 3 clusters Score -1059142 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7737 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -1059158.375000 Penalty: 2940.312500
	Iteration 40F: 3 clusters Score -1059158 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7769 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -1059177.250000 Penalty: 2940.312500
	Iteration 41Q: 3 clusters Score -1059177 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7798 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -1059197.500000 Penalty: 2940.312500
	Iteration 42Q: 3 clusters Score -1059198 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7831 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -1059222.250000 Penalty: 2940.312500
	Iteration 43Q: 3 clusters Score -1059222 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7857 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -1059238.375000 Penalty: 2940.312500
	Iteration 44Q: 3 clusters Score -1059238 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7879 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -1059256.000000 Penalty: 2940.312500
	Iteration 45Q: 3 clusters Score -1059256 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7889 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -1059261.250000 Penalty: 2940.312500
	Iteration 46Q: 3 clusters Score -1059261 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7894 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -1059266.375000 Penalty: 2940.312500
	Iteration 47Q: 3 clusters Score -1059266 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7903 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -1059270.750000 Penalty: 2940.312500
	Iteration 48Q: 3 clusters Score -1059271 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7909 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -1059273.750000 Penalty: 2940.312500
	Iteration 49Q: 3 clusters Score -1059274 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7910 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -1059274.125000 Penalty: 2940.312500
	Iteration 50Q: 3 clusters Score -1059274 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7910 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -1059273.000000 Penalty: 2940.312500
	Iteration 51Q: 3 clusters Score -1059273 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7911 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -1059273.125000 Penalty: 2940.312500
	Iteration 52Q: 3 clusters Score -1059273 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7911 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -1059273.125000 Penalty: 2940.312500
	Iteration 53F: 3 clusters Score -1059273 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (6267 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6267 members 
Entering Unmasked Estep 
Score: -782254.125000 Penalty: 1420.746216
	Iteration 0F: 2 clusters Score -782254.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -777454.812500 Penalty: 2841.492432
	Iteration 0F: 3 clusters Score -777454.8 nChanged 2641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -779066.250000 Penalty: 2841.492432
	Iteration 1F: 3 clusters Score -779066.2 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -779471.937500 Penalty: 2841.492432
	Iteration 2F: 3 clusters Score -779471.9 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -779821.437500 Penalty: 2841.492432
	Iteration 3F: 3 clusters Score -779821.4 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -780171.625000 Penalty: 2841.492432
	Iteration 4F: 3 clusters Score -780171.6 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -780443.875000 Penalty: 2841.492432
	Iteration 5F: 3 clusters Score -780443.9 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -780642.250000 Penalty: 2841.492432
	Iteration 6Q: 3 clusters Score -780642.2 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -780831.125000 Penalty: 2841.492432
	Iteration 7Q: 3 clusters Score -780831.1 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -781012.250000 Penalty: 2841.492432
	Iteration 8Q: 3 clusters Score -781012.2 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -781199.750000 Penalty: 2841.492432
	Iteration 9Q: 3 clusters Score -781199.8 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -781363.000000 Penalty: 2841.492432
	Iteration 10Q: 3 clusters Score -781363 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -781519.187500 Penalty: 2841.492432
	Iteration 11Q: 3 clusters Score -781519.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -781684.375000 Penalty: 2841.492432
	Iteration 12Q: 3 clusters Score -781684.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -781815.937500 Penalty: 2841.492432
	Iteration 13Q: 3 clusters Score -781815.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -781898.437500 Penalty: 2841.492432
	Iteration 14Q: 3 clusters Score -781898.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -781944.687500 Penalty: 2841.492432
	Iteration 15Q: 3 clusters Score -781944.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -781974.125000 Penalty: 2841.492432
	Iteration 16Q: 3 clusters Score -781974.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -781985.437500 Penalty: 2841.492432
	Iteration 17Q: 3 clusters Score -781985.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
Score: -781991.312500 Penalty: 2841.492432
	Iteration 18Q: 3 clusters Score -781991.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -781993.875000 Penalty: 2841.492432
	Iteration 19Q: 3 clusters Score -781993.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -781997.312500 Penalty: 2841.492432
	Iteration 20F: 3 clusters Score -781997.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 4997 members 
Entering Unmasked Estep 
Score: -781998.687500 Penalty: 2841.492432
	Iteration 21Q: 3 clusters Score -781998.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 4997 members 
Entering Unmasked Estep 
Score: -781998.375000 Penalty: 2841.492432
	Iteration 22Q: 3 clusters Score -781998.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 4997 members 
Entering Unmasked Estep 
Score: -781998.375000 Penalty: 2841.492432
	Iteration 23F: 3 clusters Score -781998.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (2857 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Entering Unmasked Estep 
Score: -343477.750000 Penalty: 1293.098145
	Iteration 0F: 2 clusters Score -343477.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -340839.343750 Penalty: 2586.196289
	Iteration 0F: 3 clusters Score -340839.3 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -341483.218750 Penalty: 2586.196289
	Iteration 1F: 3 clusters Score -341483.2 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -341690.156250 Penalty: 2586.196289
	Iteration 2F: 3 clusters Score -341690.2 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -341819.906250 Penalty: 2586.196289
	Iteration 3F: 3 clusters Score -341819.9 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -341910.687500 Penalty: 2586.196289
	Iteration 4Q: 3 clusters Score -341910.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -341962.093750 Penalty: 2586.196289
	Iteration 5Q: 3 clusters Score -341962.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -341998.656250 Penalty: 2586.196289
	Iteration 6Q: 3 clusters Score -341998.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -342034.093750 Penalty: 2586.196289
	Iteration 7Q: 3 clusters Score -342034.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -342065.093750 Penalty: 2586.196289
	Iteration 8Q: 3 clusters Score -342065.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -342095.625000 Penalty: 2586.196289
	Iteration 9Q: 3 clusters Score -342095.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -342126.750000 Penalty: 2586.196289
	Iteration 10Q: 3 clusters Score -342126.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -342151.062500 Penalty: 2586.196289
	Iteration 11Q: 3 clusters Score -342151.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -342168.843750 Penalty: 2586.196289
	Iteration 12Q: 3 clusters Score -342168.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -342189.250000 Penalty: 2586.196289
	Iteration 13Q: 3 clusters Score -342189.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -342203.875000 Penalty: 2586.196289
	Iteration 14Q: 3 clusters Score -342203.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -342217.562500 Penalty: 2586.196289
	Iteration 15Q: 3 clusters Score -342217.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -342234.218750 Penalty: 2586.196289
	Iteration 16Q: 3 clusters Score -342234.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -342249.750000 Penalty: 2586.196289
	Iteration 17Q: 3 clusters Score -342249.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -342268.562500 Penalty: 2586.196289
	Iteration 18Q: 3 clusters Score -342268.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -342290.656250 Penalty: 2586.196289
	Iteration 19Q: 3 clusters Score -342290.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -342309.500000 Penalty: 2586.196289
	Iteration 20F: 3 clusters Score -342309.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -342324.031250 Penalty: 2586.196289
	Iteration 21Q: 3 clusters Score -342324 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -342334.875000 Penalty: 2586.196289
	Iteration 22Q: 3 clusters Score -342334.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -342344.187500 Penalty: 2586.196289
	Iteration 23Q: 3 clusters Score -342344.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -342355.500000 Penalty: 2586.196289
	Iteration 24Q: 3 clusters Score -342355.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -342365.343750 Penalty: 2586.196289
	Iteration 25Q: 3 clusters Score -342365.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -342380.500000 Penalty: 2586.196289
	Iteration 26Q: 3 clusters Score -342380.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -342390.031250 Penalty: 2586.196289
	Iteration 27Q: 3 clusters Score -342390 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -342400.906250 Penalty: 2586.196289
	Iteration 28Q: 3 clusters Score -342400.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -342409.625000 Penalty: 2586.196289
	Iteration 29Q: 3 clusters Score -342409.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -342420.593750 Penalty: 2586.196289
	Iteration 30Q: 3 clusters Score -342420.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -342440.562500 Penalty: 2586.196289
	Iteration 31Q: 3 clusters Score -342440.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -342453.218750 Penalty: 2586.196289
	Iteration 32Q: 3 clusters Score -342453.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -342462.375000 Penalty: 2586.196289
	Iteration 33Q: 3 clusters Score -342462.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -342472.000000 Penalty: 2586.196289
	Iteration 34Q: 3 clusters Score -342472 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -342483.812500 Penalty: 2586.196289
	Iteration 35Q: 3 clusters Score -342483.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -342491.562500 Penalty: 2586.196289
	Iteration 36Q: 3 clusters Score -342491.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -342498.218750 Penalty: 2586.196289
	Iteration 37Q: 3 clusters Score -342498.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -342501.031250 Penalty: 2586.196289
	Iteration 38Q: 3 clusters Score -342501 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -342506.093750 Penalty: 2586.196289
	Iteration 39Q: 3 clusters Score -342506.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -342510.250000 Penalty: 2586.196289
	Iteration 40F: 3 clusters Score -342510.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -342518.875000 Penalty: 2586.196289
	Iteration 41Q: 3 clusters Score -342518.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -342528.593750 Penalty: 2586.196289
	Iteration 42Q: 3 clusters Score -342528.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -342539.625000 Penalty: 2586.196289
	Iteration 43Q: 3 clusters Score -342539.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -342547.343750 Penalty: 2586.196289
	Iteration 44Q: 3 clusters Score -342547.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -342558.937500 Penalty: 2586.196289
	Iteration 45Q: 3 clusters Score -342558.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -342569.062500 Penalty: 2586.196289
	Iteration 46Q: 3 clusters Score -342569.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -342576.562500 Penalty: 2586.196289
	Iteration 47Q: 3 clusters Score -342576.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -342583.468750 Penalty: 2586.196289
	Iteration 48Q: 3 clusters Score -342583.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -342593.687500 Penalty: 2586.196289
	Iteration 49Q: 3 clusters Score -342593.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -342601.562500 Penalty: 2586.196289
	Iteration 50Q: 3 clusters Score -342601.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -342607.343750 Penalty: 2586.196289
	Iteration 51Q: 3 clusters Score -342607.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -342613.218750 Penalty: 2586.196289
	Iteration 52Q: 3 clusters Score -342613.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -342619.781250 Penalty: 2586.196289
	Iteration 53Q: 3 clusters Score -342619.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -342627.031250 Penalty: 2586.196289
	Iteration 54Q: 3 clusters Score -342627 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -342632.031250 Penalty: 2586.196289
	Iteration 55Q: 3 clusters Score -342632 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -342635.656250 Penalty: 2586.196289
	Iteration 56Q: 3 clusters Score -342635.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -342636.937500 Penalty: 2586.196289
	Iteration 57Q: 3 clusters Score -342636.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -342637.843750 Penalty: 2586.196289
	Iteration 58Q: 3 clusters Score -342637.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -342639.625000 Penalty: 2586.196289
	Iteration 59Q: 3 clusters Score -342639.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -342640.406250 Penalty: 2586.196289
	Iteration 60F: 3 clusters Score -342640.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -342641.437500 Penalty: 2586.196289
	Iteration 61Q: 3 clusters Score -342641.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -342642.843750 Penalty: 2586.196289
	Iteration 62Q: 3 clusters Score -342642.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -342642.718750 Penalty: 2586.196289
	Iteration 63Q: 3 clusters Score -342642.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -342643.468750 Penalty: 2586.196289
	Iteration 64Q: 3 clusters Score -342643.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -342644.687500 Penalty: 2586.196289
	Iteration 65Q: 3 clusters Score -342644.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -342647.937500 Penalty: 2586.196289
	Iteration 66Q: 3 clusters Score -342647.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -342648.968750 Penalty: 2586.196289
	Iteration 67Q: 3 clusters Score -342649 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -342649.187500 Penalty: 2586.196289
	Iteration 68Q: 3 clusters Score -342649.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -342649.437500 Penalty: 2586.196289
	Iteration 69Q: 3 clusters Score -342649.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -342651.687500 Penalty: 2586.196289
	Iteration 70Q: 3 clusters Score -342651.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -342654.687500 Penalty: 2586.196289
	Iteration 71Q: 3 clusters Score -342654.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -342658.468750 Penalty: 2586.196289
	Iteration 72Q: 3 clusters Score -342658.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -342660.468750 Penalty: 2586.196289
	Iteration 73Q: 3 clusters Score -342660.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -342663.406250 Penalty: 2586.196289
	Iteration 74Q: 3 clusters Score -342663.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -342664.375000 Penalty: 2586.196289
	Iteration 75Q: 3 clusters Score -342664.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -342664.843750 Penalty: 2586.196289
	Iteration 76Q: 3 clusters Score -342664.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -342666.687500 Penalty: 2586.196289
	Iteration 77Q: 3 clusters Score -342666.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -342668.843750 Penalty: 2586.196289
	Iteration 78Q: 3 clusters Score -342668.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -342668.843750 Penalty: 2586.196289
	Iteration 79F: 3 clusters Score -342668.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (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: -408452.218750 Penalty: 1314.291504
	Iteration 0F: 2 clusters Score -408452.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -405606.531250 Penalty: 2628.583008
	Iteration 0F: 3 clusters Score -405606.5 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -406300.250000 Penalty: 2628.583008
	Iteration 1F: 3 clusters Score -406300.2 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -406444.281250 Penalty: 2628.583008
	Iteration 2F: 3 clusters Score -406444.3 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -406546.031250 Penalty: 2628.583008
	Iteration 3F: 3 clusters Score -406546 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -406626.875000 Penalty: 2628.583008
	Iteration 4Q: 3 clusters Score -406626.9 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -406723.968750 Penalty: 2628.583008
	Iteration 5Q: 3 clusters Score -406724 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -406836.093750 Penalty: 2628.583008
	Iteration 6Q: 3 clusters Score -406836.1 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -406943.062500 Penalty: 2628.583008
	Iteration 7Q: 3 clusters Score -406943.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -407043.750000 Penalty: 2628.583008
	Iteration 8Q: 3 clusters Score -407043.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -407134.875000 Penalty: 2628.583008
	Iteration 9Q: 3 clusters Score -407134.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -407190.218750 Penalty: 2628.583008
	Iteration 10Q: 3 clusters Score -407190.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -407231.093750 Penalty: 2628.583008
	Iteration 11Q: 3 clusters Score -407231.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -407266.718750 Penalty: 2628.583008
	Iteration 12Q: 3 clusters Score -407266.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -407293.625000 Penalty: 2628.583008
	Iteration 13Q: 3 clusters Score -407293.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -407312.781250 Penalty: 2628.583008
	Iteration 14Q: 3 clusters Score -407312.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -407327.718750 Penalty: 2628.583008
	Iteration 15Q: 3 clusters Score -407327.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -407338.468750 Penalty: 2628.583008
	Iteration 16Q: 3 clusters Score -407338.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -407346.937500 Penalty: 2628.583008
	Iteration 17Q: 3 clusters Score -407346.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -407352.312500 Penalty: 2628.583008
	Iteration 18Q: 3 clusters Score -407352.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -407354.406250 Penalty: 2628.583008
	Iteration 19Q: 3 clusters Score -407354.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -407357.218750 Penalty: 2628.583008
	Iteration 20F: 3 clusters Score -407357.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -407360.656250 Penalty: 2628.583008
	Iteration 21Q: 3 clusters Score -407360.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -407363.000000 Penalty: 2628.583008
	Iteration 22Q: 3 clusters Score -407363 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -407366.531250 Penalty: 2628.583008
	Iteration 23Q: 3 clusters Score -407366.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -407367.500000 Penalty: 2628.583008
	Iteration 24Q: 3 clusters Score -407367.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -407367.968750 Penalty: 2628.583008
	Iteration 25Q: 3 clusters Score -407368 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -407368.687500 Penalty: 2628.583008
	Iteration 26Q: 3 clusters Score -407368.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -407369.656250 Penalty: 2628.583008
	Iteration 27Q: 3 clusters Score -407369.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -407369.812500 Penalty: 2628.583008
	Iteration 28Q: 3 clusters Score -407369.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -407369.812500 Penalty: 2628.583008
	Iteration 29F: 3 clusters Score -407369.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (33095 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33095 members 
Entering Unmasked Estep 
Score: -4286888.500000 Penalty: 1691.159912
	Iteration 0F: 2 clusters Score -4286888 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16628 members 
Mstep: Class 2 contains 16467 members 
Entering Unmasked Estep 
Score: -4264611.500000 Penalty: 3382.319824
	Iteration 0F: 3 clusters Score -4264612 nChanged 15282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17332 members 
Mstep: Class 2 contains 15763 members 
Entering Unmasked Estep 
Score: -4273047.500000 Penalty: 3382.319824
	Iteration 1F: 3 clusters Score -4273048 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17883 members 
Mstep: Class 2 contains 15212 members 
Entering Unmasked Estep 
Score: -4273431.000000 Penalty: 3382.319824
	Iteration 2Q: 3 clusters Score -4273431 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18640 members 
Mstep: Class 2 contains 14455 members 
Entering Unmasked Estep 
Score: -4273827.500000 Penalty: 3382.319824
	Iteration 3Q: 3 clusters Score -4273828 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19729 members 
Mstep: Class 2 contains 13366 members 
Entering Unmasked Estep 
Score: -4274404.500000 Penalty: 3382.319824
	Iteration 4Q: 3 clusters Score -4274404 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21211 members 
Mstep: Class 2 contains 11884 members 
Entering Unmasked Estep 
Score: -4275253.000000 Penalty: 3382.319824
	Iteration 5F: 3 clusters Score -4275253 nChanged 1986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23119 members 
Mstep: Class 2 contains 9976 members 
Entering Unmasked Estep 
Score: -4276550.500000 Penalty: 3382.319824
	Iteration 6F: 3 clusters Score -4276550 nChanged 2433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25514 members 
Mstep: Class 2 contains 7581 members 
Entering Unmasked Estep 
Score: -4278498.000000 Penalty: 3382.319824
	Iteration 7F: 3 clusters Score -4278498 nChanged 2592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28096 members 
Mstep: Class 2 contains 4999 members 
Entering Unmasked Estep 
Score: -4280784.000000 Penalty: 3382.319824
	Iteration 8F: 3 clusters Score -4280784 nChanged 2118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30214 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -4282801.000000 Penalty: 3382.319824
	Iteration 9F: 3 clusters Score -4282801 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31627 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -4284102.000000 Penalty: 3382.319824
	Iteration 10Q: 3 clusters Score -4284102 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32352 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -4284791.500000 Penalty: 3382.319824
	Iteration 11Q: 3 clusters Score -4284792 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32687 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -4285127.500000 Penalty: 3382.319824
	Iteration 12Q: 3 clusters Score -4285128 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32807 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -4285256.500000 Penalty: 3382.319824
	Iteration 13Q: 3 clusters Score -4285256 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32858 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -4285318.500000 Penalty: 3382.319824
	Iteration 14Q: 3 clusters Score -4285318 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32880 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -4285349.500000 Penalty: 3382.319824
	Iteration 15Q: 3 clusters Score -4285350 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32895 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -4285372.500000 Penalty: 3382.319824
	Iteration 16Q: 3 clusters Score -4285372 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32903 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -4285381.000000 Penalty: 3382.319824
	Iteration 17Q: 3 clusters Score -4285381 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32902 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -4285384.000000 Penalty: 3382.319824
	Iteration 18Q: 3 clusters Score -4285384 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32903 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -4285387.000000 Penalty: 3382.319824
	Iteration 19Q: 3 clusters Score -4285387 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32905 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -4285387.500000 Penalty: 3382.319824
	Iteration 20F: 3 clusters Score -4285388 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32906 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -4285390.500000 Penalty: 3382.319824
	Iteration 21Q: 3 clusters Score -4285390 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32908 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -4285395.500000 Penalty: 3382.319824
	Iteration 22Q: 3 clusters Score -4285396 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32909 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -4285398.000000 Penalty: 3382.319824
	Iteration 23Q: 3 clusters Score -4285398 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32909 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -4285398.000000 Penalty: 3382.319824
	Iteration 24F: 3 clusters Score -4285398 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (15786 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15786 members 
Entering Unmasked Estep 
Score: -2018313.250000 Penalty: 1570.867798
	Iteration 0F: 2 clusters Score -2018313 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7810 members 
Mstep: Class 2 contains 7976 members 
Entering Unmasked Estep 
Score: -2007406.625000 Penalty: 3141.735596
	Iteration 0F: 3 clusters Score -2007407 nChanged 6986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7512 members 
Mstep: Class 2 contains 8274 members 
Entering Unmasked Estep 
Score: -2011210.625000 Penalty: 3141.735596
	Iteration 1F: 3 clusters Score -2011211 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7258 members 
Mstep: Class 2 contains 8528 members 
Entering Unmasked Estep 
Score: -2011570.750000 Penalty: 3141.735596
	Iteration 2F: 3 clusters Score -2011571 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6877 members 
Mstep: Class 2 contains 8909 members 
Entering Unmasked Estep 
Score: -2011947.500000 Penalty: 3141.735596
	Iteration 3F: 3 clusters Score -2011948 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6366 members 
Mstep: Class 2 contains 9420 members 
Entering Unmasked Estep 
Score: -2012373.750000 Penalty: 3141.735596
	Iteration 4F: 3 clusters Score -2012374 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5688 members 
Mstep: Class 2 contains 10098 members 
Entering Unmasked Estep 
Score: -2012919.500000 Penalty: 3141.735596
	Iteration 5F: 3 clusters Score -2012920 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 10880 members 
Entering Unmasked Estep 
Score: -2013556.500000 Penalty: 3141.735596
	Iteration 6F: 3 clusters Score -2013556 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 11710 members 
Entering Unmasked Estep 
Score: -2014264.375000 Penalty: 3141.735596
	Iteration 7F: 3 clusters Score -2014264 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 12535 members 
Entering Unmasked Estep 
Score: -2014940.125000 Penalty: 3141.735596
	Iteration 8F: 3 clusters Score -2014940 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 13229 members 
Entering Unmasked Estep 
Score: -2015504.375000 Penalty: 3141.735596
	Iteration 9Q: 3 clusters Score -2015504 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 13775 members 
Entering Unmasked Estep 
Score: -2015967.375000 Penalty: 3141.735596
	Iteration 10Q: 3 clusters Score -2015967 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 14180 members 
Entering Unmasked Estep 
Score: -2016335.250000 Penalty: 3141.735596
	Iteration 11Q: 3 clusters Score -2016335 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 14445 members 
Entering Unmasked Estep 
Score: -2016555.250000 Penalty: 3141.735596
	Iteration 12Q: 3 clusters Score -2016555 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 14612 members 
Entering Unmasked Estep 
Score: -2016713.125000 Penalty: 3141.735596
	Iteration 13Q: 3 clusters Score -2016713 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 14725 members 
Entering Unmasked Estep 
Score: -2016799.250000 Penalty: 3141.735596
	Iteration 14Q: 3 clusters Score -2016799 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 14817 members 
Entering Unmasked Estep 
Score: -2016865.625000 Penalty: 3141.735596
	Iteration 15Q: 3 clusters Score -2016866 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 14886 members 
Entering Unmasked Estep 
Score: -2016914.875000 Penalty: 3141.735596
	Iteration 16Q: 3 clusters Score -2016915 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 14948 members 
Entering Unmasked Estep 
Score: -2016950.250000 Penalty: 3141.735596
	Iteration 17Q: 3 clusters Score -2016950 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 14994 members 
Entering Unmasked Estep 
Score: -2016978.250000 Penalty: 3141.735596
	Iteration 18Q: 3 clusters Score -2016978 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 15033 members 
Entering Unmasked Estep 
Score: -2017001.750000 Penalty: 3141.735596
	Iteration 19Q: 3 clusters Score -2017002 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 15068 members 
Entering Unmasked Estep 
Score: -2017031.875000 Penalty: 3141.735596
	Iteration 20F: 3 clusters Score -2017032 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 15093 members 
Entering Unmasked Estep 
Score: -2017041.750000 Penalty: 3141.735596
	Iteration 21Q: 3 clusters Score -2017042 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 15116 members 
Entering Unmasked Estep 
Score: -2017052.500000 Penalty: 3141.735596
	Iteration 22Q: 3 clusters Score -2017052 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 15130 members 
Entering Unmasked Estep 
Score: -2017064.375000 Penalty: 3141.735596
	Iteration 23Q: 3 clusters Score -2017064 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 15146 members 
Entering Unmasked Estep 
Score: -2017073.625000 Penalty: 3141.735596
	Iteration 24Q: 3 clusters Score -2017074 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 15160 members 
Entering Unmasked Estep 
Score: -2017077.875000 Penalty: 3141.735596
	Iteration 25Q: 3 clusters Score -2017078 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 15168 members 
Entering Unmasked Estep 
Score: -2017084.500000 Penalty: 3141.735596
	Iteration 26Q: 3 clusters Score -2017084 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 15179 members 
Entering Unmasked Estep 
Score: -2017089.000000 Penalty: 3141.735596
	Iteration 27Q: 3 clusters Score -2017089 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 15184 members 
Entering Unmasked Estep 
Score: -2017087.625000 Penalty: 3141.735596
	Iteration 28Q: 3 clusters Score -2017088 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 15190 members 
Entering Unmasked Estep 
Score: -2017086.500000 Penalty: 3141.735596
	Iteration 29Q: 3 clusters Score -2017086 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 15197 members 
Entering Unmasked Estep 
Score: -2017088.750000 Penalty: 3141.735596
	Iteration 30Q: 3 clusters Score -2017089 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 15202 members 
Entering Unmasked Estep 
Score: -2017090.250000 Penalty: 3141.735596
	Iteration 31Q: 3 clusters Score -2017090 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 15207 members 
Entering Unmasked Estep 
Score: -2017094.625000 Penalty: 3141.735596
	Iteration 32Q: 3 clusters Score -2017095 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 15209 members 
Entering Unmasked Estep 
Score: -2017093.625000 Penalty: 3141.735596
	Iteration 33Q: 3 clusters Score -2017094 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 15212 members 
Entering Unmasked Estep 
Score: -2017098.625000 Penalty: 3141.735596
	Iteration 34Q: 3 clusters Score -2017099 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 15213 members 
Entering Unmasked Estep 
Score: -2017098.750000 Penalty: 3141.735596
	Iteration 35Q: 3 clusters Score -2017099 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 15213 members 
Entering Unmasked Estep 
Score: -2017098.750000 Penalty: 3141.735596
	Iteration 36F: 3 clusters Score -2017099 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (25591 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25591 members 
Entering Unmasked Estep 
Score: -3007091.250000 Penalty: 1649.374268
	Iteration 0F: 2 clusters Score -3007091 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12759 members 
Mstep: Class 2 contains 12832 members 
Entering Unmasked Estep 
Score: -2989932.000000 Penalty: 3298.748535
	Iteration 0F: 3 clusters Score -2989932 nChanged 11694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12491 members 
Mstep: Class 2 contains 13100 members 
Entering Unmasked Estep 
Score: -2996623.750000 Penalty: 3298.748535
	Iteration 1F: 3 clusters Score -2996624 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12398 members 
Mstep: Class 2 contains 13193 members 
Entering Unmasked Estep 
Score: -2997265.250000 Penalty: 3298.748535
	Iteration 2F: 3 clusters Score -2997265 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12291 members 
Mstep: Class 2 contains 13300 members 
Entering Unmasked Estep 
Score: -2997976.250000 Penalty: 3298.748535
	Iteration 3F: 3 clusters Score -2997976 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12139 members 
Mstep: Class 2 contains 13452 members 
Entering Unmasked Estep 
Score: -2998668.250000 Penalty: 3298.748535
	Iteration 4F: 3 clusters Score -2998668 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11951 members 
Mstep: Class 2 contains 13640 members 
Entering Unmasked Estep 
Score: -2999381.250000 Penalty: 3298.748535
	Iteration 5F: 3 clusters Score -2999381 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11785 members 
Mstep: Class 2 contains 13806 members 
Entering Unmasked Estep 
Score: -3000053.000000 Penalty: 3298.748535
	Iteration 6F: 3 clusters Score -3000053 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11584 members 
Mstep: Class 2 contains 14007 members 
Entering Unmasked Estep 
Score: -3000678.750000 Penalty: 3298.748535
	Iteration 7Q: 3 clusters Score -3000679 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11346 members 
Mstep: Class 2 contains 14245 members 
Entering Unmasked Estep 
Score: -3001259.250000 Penalty: 3298.748535
	Iteration 8Q: 3 clusters Score -3001259 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11052 members 
Mstep: Class 2 contains 14539 members 
Entering Unmasked Estep 
Score: -3001785.000000 Penalty: 3298.748535
	Iteration 9Q: 3 clusters Score -3001785 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10685 members 
Mstep: Class 2 contains 14906 members 
Entering Unmasked Estep 
Score: -3002241.500000 Penalty: 3298.748535
	Iteration 10Q: 3 clusters Score -3002242 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10287 members 
Mstep: Class 2 contains 15304 members 
Entering Unmasked Estep 
Score: -3002606.500000 Penalty: 3298.748535
	Iteration 11Q: 3 clusters Score -3002606 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9895 members 
Mstep: Class 2 contains 15696 members 
Entering Unmasked Estep 
Score: -3002901.750000 Penalty: 3298.748535
	Iteration 12Q: 3 clusters Score -3002902 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9477 members 
Mstep: Class 2 contains 16114 members 
Entering Unmasked Estep 
Score: -3003131.000000 Penalty: 3298.748535
	Iteration 13Q: 3 clusters Score -3003131 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9058 members 
Mstep: Class 2 contains 16533 members 
Entering Unmasked Estep 
Score: -3003344.250000 Penalty: 3298.748535
	Iteration 14Q: 3 clusters Score -3003344 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8628 members 
Mstep: Class 2 contains 16963 members 
Entering Unmasked Estep 
Score: -3003542.750000 Penalty: 3298.748535
	Iteration 15Q: 3 clusters Score -3003543 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8218 members 
Mstep: Class 2 contains 17373 members 
Entering Unmasked Estep 
Score: -3003726.250000 Penalty: 3298.748535
	Iteration 16Q: 3 clusters Score -3003726 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7828 members 
Mstep: Class 2 contains 17763 members 
Entering Unmasked Estep 
Score: -3003890.000000 Penalty: 3298.748535
	Iteration 17Q: 3 clusters Score -3003890 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7419 members 
Mstep: Class 2 contains 18172 members 
Entering Unmasked Estep 
Score: -3004073.500000 Penalty: 3298.748535
	Iteration 18Q: 3 clusters Score -3004074 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7029 members 
Mstep: Class 2 contains 18562 members 
Entering Unmasked Estep 
Score: -3004217.000000 Penalty: 3298.748535
	Iteration 19Q: 3 clusters Score -3004217 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6684 members 
Mstep: Class 2 contains 18907 members 
Entering Unmasked Estep 
Score: -3004322.500000 Penalty: 3298.748535
	Iteration 20F: 3 clusters Score -3004322 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6330 members 
Mstep: Class 2 contains 19261 members 
Entering Unmasked Estep 
Score: -3004452.500000 Penalty: 3298.748535
	Iteration 21Q: 3 clusters Score -3004452 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6012 members 
Mstep: Class 2 contains 19579 members 
Entering Unmasked Estep 
Score: -3004567.750000 Penalty: 3298.748535
	Iteration 22Q: 3 clusters Score -3004568 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5715 members 
Mstep: Class 2 contains 19876 members 
Entering Unmasked Estep 
Score: -3004644.500000 Penalty: 3298.748535
	Iteration 23Q: 3 clusters Score -3004644 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 20166 members 
Entering Unmasked Estep 
Score: -3004748.500000 Penalty: 3298.748535
	Iteration 24Q: 3 clusters Score -3004748 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5167 members 
Mstep: Class 2 contains 20424 members 
Entering Unmasked Estep 
Score: -3004831.500000 Penalty: 3298.748535
	Iteration 25Q: 3 clusters Score -3004832 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 20640 members 
Entering Unmasked Estep 
Score: -3004893.750000 Penalty: 3298.748535
	Iteration 26Q: 3 clusters Score -3004894 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 20851 members 
Entering Unmasked Estep 
Score: -3004946.000000 Penalty: 3298.748535
	Iteration 27Q: 3 clusters Score -3004946 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 21049 members 
Entering Unmasked Estep 
Score: -3005020.750000 Penalty: 3298.748535
	Iteration 28Q: 3 clusters Score -3005021 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 21237 members 
Entering Unmasked Estep 
Score: -3005081.750000 Penalty: 3298.748535
	Iteration 29Q: 3 clusters Score -3005082 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 21437 members 
Entering Unmasked Estep 
Score: -3005157.750000 Penalty: 3298.748535
	Iteration 30Q: 3 clusters Score -3005158 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 21635 members 
Entering Unmasked Estep 
Score: -3005250.750000 Penalty: 3298.748535
	Iteration 31Q: 3 clusters Score -3005251 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 21817 members 
Entering Unmasked Estep 
Score: -3005317.500000 Penalty: 3298.748535
	Iteration 32Q: 3 clusters Score -3005318 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 21973 members 
Entering Unmasked Estep 
Score: -3005356.250000 Penalty: 3298.748535
	Iteration 33Q: 3 clusters Score -3005356 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 22127 members 
Entering Unmasked Estep 
Score: -3005423.500000 Penalty: 3298.748535
	Iteration 34Q: 3 clusters Score -3005424 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 22273 members 
Entering Unmasked Estep 
Score: -3005463.250000 Penalty: 3298.748535
	Iteration 35Q: 3 clusters Score -3005463 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 22421 members 
Entering Unmasked Estep 
Score: -3005529.750000 Penalty: 3298.748535
	Iteration 36Q: 3 clusters Score -3005530 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 22549 members 
Entering Unmasked Estep 
Score: -3005579.000000 Penalty: 3298.748535
	Iteration 37Q: 3 clusters Score -3005579 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 22676 members 
Entering Unmasked Estep 
Score: -3005640.750000 Penalty: 3298.748535
	Iteration 38Q: 3 clusters Score -3005641 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 22788 members 
Entering Unmasked Estep 
Score: -3005683.250000 Penalty: 3298.748535
	Iteration 39Q: 3 clusters Score -3005683 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 22903 members 
Entering Unmasked Estep 
Score: -3005736.250000 Penalty: 3298.748535
	Iteration 40F: 3 clusters Score -3005736 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 23003 members 
Entering Unmasked Estep 
Score: -3005787.750000 Penalty: 3298.748535
	Iteration 41Q: 3 clusters Score -3005788 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 23116 members 
Entering Unmasked Estep 
Score: -3005830.000000 Penalty: 3298.748535
	Iteration 42Q: 3 clusters Score -3005830 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 23222 members 
Entering Unmasked Estep 
Score: -3005878.250000 Penalty: 3298.748535
	Iteration 43Q: 3 clusters Score -3005878 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 23308 members 
Entering Unmasked Estep 
Score: -3005902.750000 Penalty: 3298.748535
	Iteration 44Q: 3 clusters Score -3005903 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 23385 members 
Entering Unmasked Estep 
Score: -3005934.250000 Penalty: 3298.748535
	Iteration 45Q: 3 clusters Score -3005934 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 23449 members 
Entering Unmasked Estep 
Score: -3005964.750000 Penalty: 3298.748535
	Iteration 46Q: 3 clusters Score -3005965 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 23509 members 
Entering Unmasked Estep 
Score: -3005973.750000 Penalty: 3298.748535
	Iteration 47Q: 3 clusters Score -3005974 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 23551 members 
Entering Unmasked Estep 
Score: -3005980.000000 Penalty: 3298.748535
	Iteration 48Q: 3 clusters Score -3005980 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 23587 members 
Entering Unmasked Estep 
Score: -3005992.000000 Penalty: 3298.748535
	Iteration 49Q: 3 clusters Score -3005992 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 23617 members 
Entering Unmasked Estep 
Score: -3006010.000000 Penalty: 3298.748535
	Iteration 50Q: 3 clusters Score -3006010 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 23654 members 
Entering Unmasked Estep 
Score: -3006023.000000 Penalty: 3298.748535
	Iteration 51Q: 3 clusters Score -3006023 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 23686 members 
Entering Unmasked Estep 
Score: -3006028.750000 Penalty: 3298.748535
	Iteration 52Q: 3 clusters Score -3006029 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 23707 members 
Entering Unmasked Estep 
Score: -3006033.000000 Penalty: 3298.748535
	Iteration 53Q: 3 clusters Score -3006033 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 23731 members 
Entering Unmasked Estep 
Score: -3006033.500000 Penalty: 3298.748535
	Iteration 54Q: 3 clusters Score -3006034 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 23752 members 
Entering Unmasked Estep 
Score: -3006035.750000 Penalty: 3298.748535
	Iteration 55Q: 3 clusters Score -3006036 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 23765 members 
Entering Unmasked Estep 
Score: -3006038.500000 Penalty: 3298.748535
	Iteration 56Q: 3 clusters Score -3006038 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 23772 members 
Entering Unmasked Estep 
Score: -3006043.250000 Penalty: 3298.748535
	Iteration 57Q: 3 clusters Score -3006043 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 23780 members 
Entering Unmasked Estep 
Score: -3006044.500000 Penalty: 3298.748535
	Iteration 58Q: 3 clusters Score -3006044 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 23793 members 
Entering Unmasked Estep 
Score: -3006043.250000 Penalty: 3298.748535
	Iteration 59Q: 3 clusters Score -3006043 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 23797 members 
Entering Unmasked Estep 
Score: -3006049.500000 Penalty: 3298.748535
	Iteration 60F: 3 clusters Score -3006050 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 23806 members 
Entering Unmasked Estep 
Score: -3006047.750000 Penalty: 3298.748535
	Iteration 61Q: 3 clusters Score -3006048 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 23812 members 
Entering Unmasked Estep 
Score: -3006053.250000 Penalty: 3298.748535
	Iteration 62Q: 3 clusters Score -3006053 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 23817 members 
Entering Unmasked Estep 
Score: -3006049.500000 Penalty: 3298.748535
	Iteration 63Q: 3 clusters Score -3006050 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 23823 members 
Entering Unmasked Estep 
Score: -3006051.750000 Penalty: 3298.748535
	Iteration 64Q: 3 clusters Score -3006052 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 23827 members 
Entering Unmasked Estep 
Score: -3006053.750000 Penalty: 3298.748535
	Iteration 65Q: 3 clusters Score -3006054 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 23834 members 
Entering Unmasked Estep 
Score: -3006054.000000 Penalty: 3298.748535
	Iteration 66Q: 3 clusters Score -3006054 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 23840 members 
Entering Unmasked Estep 
Score: -3006051.750000 Penalty: 3298.748535
	Iteration 67Q: 3 clusters Score -3006052 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 23850 members 
Entering Unmasked Estep 
Score: -3006048.000000 Penalty: 3298.748535
	Iteration 68Q: 3 clusters Score -3006048 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 23861 members 
Entering Unmasked Estep 
Score: -3006052.750000 Penalty: 3298.748535
	Iteration 69Q: 3 clusters Score -3006053 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 23868 members 
Entering Unmasked Estep 
Score: -3006054.500000 Penalty: 3298.748535
	Iteration 70Q: 3 clusters Score -3006054 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 23877 members 
Entering Unmasked Estep 
Score: -3006057.000000 Penalty: 3298.748535
	Iteration 71Q: 3 clusters Score -3006057 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 23886 members 
Entering Unmasked Estep 
Score: -3006055.250000 Penalty: 3298.748535
	Iteration 72Q: 3 clusters Score -3006055 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 23890 members 
Entering Unmasked Estep 
Score: -3006055.250000 Penalty: 3298.748535
	Iteration 73Q: 3 clusters Score -3006055 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 23893 members 
Entering Unmasked Estep 
Score: -3006056.000000 Penalty: 3298.748535
	Iteration 74Q: 3 clusters Score -3006056 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 23894 members 
Entering Unmasked Estep 
Score: -3006057.250000 Penalty: 3298.748535
	Iteration 75Q: 3 clusters Score -3006057 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 23894 members 
Entering Unmasked Estep 
Score: -3006057.250000 Penalty: 3298.748535
	Iteration 76F: 3 clusters Score -3006057 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (4881 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Entering Unmasked Estep 
Score: -557480.812500 Penalty: 1380.129517
	Iteration 0F: 2 clusters Score -557480.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -553597.250000 Penalty: 2760.259033
	Iteration 0F: 3 clusters Score -553597.2 nChanged 2014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -554887.500000 Penalty: 2760.259033
	Iteration 1F: 3 clusters Score -554887.5 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -555201.937500 Penalty: 2760.259033
	Iteration 2F: 3 clusters Score -555201.9 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -555464.312500 Penalty: 2760.259033
	Iteration 3F: 3 clusters Score -555464.3 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -555665.250000 Penalty: 2760.259033
	Iteration 4F: 3 clusters Score -555665.2 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -555859.750000 Penalty: 2760.259033
	Iteration 5F: 3 clusters Score -555859.8 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -555991.062500 Penalty: 2760.259033
	Iteration 6Q: 3 clusters Score -555991.1 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -556091.312500 Penalty: 2760.259033
	Iteration 7Q: 3 clusters Score -556091.3 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -556165.937500 Penalty: 2760.259033
	Iteration 8Q: 3 clusters Score -556165.9 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -556231.125000 Penalty: 2760.259033
	Iteration 9Q: 3 clusters Score -556231.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -556289.937500 Penalty: 2760.259033
	Iteration 10Q: 3 clusters Score -556289.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -556362.812500 Penalty: 2760.259033
	Iteration 11Q: 3 clusters Score -556362.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -556447.500000 Penalty: 2760.259033
	Iteration 12Q: 3 clusters Score -556447.5 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -556527.312500 Penalty: 2760.259033
	Iteration 13Q: 3 clusters Score -556527.3 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -556587.937500 Penalty: 2760.259033
	Iteration 14Q: 3 clusters Score -556587.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -556628.875000 Penalty: 2760.259033
	Iteration 15Q: 3 clusters Score -556628.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -556660.750000 Penalty: 2760.259033
	Iteration 16Q: 3 clusters Score -556660.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -556680.437500 Penalty: 2760.259033
	Iteration 17Q: 3 clusters Score -556680.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -556692.875000 Penalty: 2760.259033
	Iteration 18Q: 3 clusters Score -556692.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -556699.937500 Penalty: 2760.259033
	Iteration 19Q: 3 clusters Score -556699.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -556704.937500 Penalty: 2760.259033
	Iteration 20F: 3 clusters Score -556704.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -556707.000000 Penalty: 2760.259033
	Iteration 21Q: 3 clusters Score -556707 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -556708.437500 Penalty: 2760.259033
	Iteration 22Q: 3 clusters Score -556708.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -556709.750000 Penalty: 2760.259033
	Iteration 23Q: 3 clusters Score -556709.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -556711.875000 Penalty: 2760.259033
	Iteration 24Q: 3 clusters Score -556711.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -556715.312500 Penalty: 2760.259033
	Iteration 25Q: 3 clusters Score -556715.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -556718.500000 Penalty: 2760.259033
	Iteration 26Q: 3 clusters Score -556718.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -556723.062500 Penalty: 2760.259033
	Iteration 27Q: 3 clusters Score -556723.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -556725.937500 Penalty: 2760.259033
	Iteration 28Q: 3 clusters Score -556725.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -556729.250000 Penalty: 2760.259033
	Iteration 29Q: 3 clusters Score -556729.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -556731.062500 Penalty: 2760.259033
	Iteration 30Q: 3 clusters Score -556731.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -556732.750000 Penalty: 2760.259033
	Iteration 31Q: 3 clusters Score -556732.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -556735.000000 Penalty: 2760.259033
	Iteration 32Q: 3 clusters Score -556735 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -556739.250000 Penalty: 2760.259033
	Iteration 33Q: 3 clusters Score -556739.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -556743.625000 Penalty: 2760.259033
	Iteration 34Q: 3 clusters Score -556743.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -556746.125000 Penalty: 2760.259033
	Iteration 35Q: 3 clusters Score -556746.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -556749.687500 Penalty: 2760.259033
	Iteration 36Q: 3 clusters Score -556749.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -556752.312500 Penalty: 2760.259033
	Iteration 37Q: 3 clusters Score -556752.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -556755.625000 Penalty: 2760.259033
	Iteration 38Q: 3 clusters Score -556755.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -556758.687500 Penalty: 2760.259033
	Iteration 39Q: 3 clusters Score -556758.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -556760.875000 Penalty: 2760.259033
	Iteration 40F: 3 clusters Score -556760.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -556762.125000 Penalty: 2760.259033
	Iteration 41Q: 3 clusters Score -556762.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -556763.375000 Penalty: 2760.259033
	Iteration 42Q: 3 clusters Score -556763.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -556766.250000 Penalty: 2760.259033
	Iteration 43Q: 3 clusters Score -556766.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -556769.187500 Penalty: 2760.259033
	Iteration 44Q: 3 clusters Score -556769.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -556770.437500 Penalty: 2760.259033
	Iteration 45Q: 3 clusters Score -556770.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -556771.875000 Penalty: 2760.259033
	Iteration 46Q: 3 clusters Score -556771.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -556773.562500 Penalty: 2760.259033
	Iteration 47Q: 3 clusters Score -556773.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -556774.312500 Penalty: 2760.259033
	Iteration 48Q: 3 clusters Score -556774.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -556775.000000 Penalty: 2760.259033
	Iteration 49Q: 3 clusters Score -556775 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -556774.437500 Penalty: 2760.259033
	Iteration 50Q: 3 clusters Score -556774.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -556774.437500 Penalty: 2760.259033
	Iteration 51F: 3 clusters Score -556774.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (33717 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33717 members 
Entering Unmasked Estep 
Score: -4257376.000000 Penalty: 1694.185547
	Iteration 0F: 2 clusters Score -4257376 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17022 members 
Mstep: Class 2 contains 16695 members 
Entering Unmasked Estep 
Score: -4234645.500000 Penalty: 3388.371094
	Iteration 0F: 3 clusters Score -4234646 nChanged 15583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18007 members 
Mstep: Class 2 contains 15710 members 
Entering Unmasked Estep 
Score: -4243672.500000 Penalty: 3388.371094
	Iteration 1F: 3 clusters Score -4243672 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18605 members 
Mstep: Class 2 contains 15112 members 
Entering Unmasked Estep 
Score: -4244303.000000 Penalty: 3388.371094
	Iteration 2Q: 3 clusters Score -4244303 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19472 members 
Mstep: Class 2 contains 14245 members 
Entering Unmasked Estep 
Score: -4245070.000000 Penalty: 3388.371094
	Iteration 3Q: 3 clusters Score -4245070 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20726 members 
Mstep: Class 2 contains 12991 members 
Entering Unmasked Estep 
Score: -4246056.000000 Penalty: 3388.371094
	Iteration 4F: 3 clusters Score -4246056 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22311 members 
Mstep: Class 2 contains 11406 members 
Entering Unmasked Estep 
Score: -4247251.000000 Penalty: 3388.371094
	Iteration 5F: 3 clusters Score -4247251 nChanged 2084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24223 members 
Mstep: Class 2 contains 9494 members 
Entering Unmasked Estep 
Score: -4248715.500000 Penalty: 3388.371094
	Iteration 6F: 3 clusters Score -4248716 nChanged 2146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26277 members 
Mstep: Class 2 contains 7440 members 
Entering Unmasked Estep 
Score: -4250361.500000 Penalty: 3388.371094
	Iteration 7F: 3 clusters Score -4250362 nChanged 1936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28157 members 
Mstep: Class 2 contains 5560 members 
Entering Unmasked Estep 
Score: -4251880.000000 Penalty: 3388.371094
	Iteration 8F: 3 clusters Score -4251880 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29709 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -4253112.000000 Penalty: 3388.371094
	Iteration 9Q: 3 clusters Score -4253112 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30894 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -4254034.500000 Penalty: 3388.371094
	Iteration 10Q: 3 clusters Score -4254034 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31734 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -4254675.000000 Penalty: 3388.371094
	Iteration 11Q: 3 clusters Score -4254675 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32309 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -4255141.000000 Penalty: 3388.371094
	Iteration 12Q: 3 clusters Score -4255141 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32670 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -4255446.000000 Penalty: 3388.371094
	Iteration 13Q: 3 clusters Score -4255446 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32906 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -4255614.000000 Penalty: 3388.371094
	Iteration 14Q: 3 clusters Score -4255614 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33045 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -4255741.500000 Penalty: 3388.371094
	Iteration 15Q: 3 clusters Score -4255742 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33123 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -4255826.500000 Penalty: 3388.371094
	Iteration 16Q: 3 clusters Score -4255826 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33177 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -4255876.000000 Penalty: 3388.371094
	Iteration 17Q: 3 clusters Score -4255876 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33213 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -4255903.000000 Penalty: 3388.371094
	Iteration 18Q: 3 clusters Score -4255903 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33245 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -4255944.500000 Penalty: 3388.371094
	Iteration 19Q: 3 clusters Score -4255944 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33269 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -4255968.000000 Penalty: 3388.371094
	Iteration 20F: 3 clusters Score -4255968 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33288 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -4255989.500000 Penalty: 3388.371094
	Iteration 21Q: 3 clusters Score -4255990 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33297 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -4256011.500000 Penalty: 3388.371094
	Iteration 22Q: 3 clusters Score -4256012 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33309 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -4256031.500000 Penalty: 3388.371094
	Iteration 23Q: 3 clusters Score -4256032 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33321 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -4256039.500000 Penalty: 3388.371094
	Iteration 24Q: 3 clusters Score -4256040 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33324 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -4256045.500000 Penalty: 3388.371094
	Iteration 25Q: 3 clusters Score -4256046 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33327 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -4256051.500000 Penalty: 3388.371094
	Iteration 26Q: 3 clusters Score -4256052 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33334 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -4256053.500000 Penalty: 3388.371094
	Iteration 27Q: 3 clusters Score -4256054 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33336 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -4256054.500000 Penalty: 3388.371094
	Iteration 28Q: 3 clusters Score -4256054 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33340 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -4256055.500000 Penalty: 3388.371094
	Iteration 29Q: 3 clusters Score -4256056 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33339 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -4256057.000000 Penalty: 3388.371094
	Iteration 30Q: 3 clusters Score -4256057 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33339 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -4256057.500000 Penalty: 3388.371094
	Iteration 31Q: 3 clusters Score -4256058 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33339 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -4256059.500000 Penalty: 3388.371094
	Iteration 32Q: 3 clusters Score -4256060 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33339 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -4256059.500000 Penalty: 3388.371094
	Iteration 33F: 3 clusters Score -4256060 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (2506 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Entering Unmasked Estep 
Score: -317009.437500 Penalty: 1271.796997
	Iteration 0F: 2 clusters Score -317009.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -314585.968750 Penalty: 2543.593994
	Iteration 0F: 3 clusters Score -314586 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -315103.562500 Penalty: 2543.593994
	Iteration 1F: 3 clusters Score -315103.6 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -315204.656250 Penalty: 2543.593994
	Iteration 2F: 3 clusters Score -315204.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -315272.906250 Penalty: 2543.593994
	Iteration 3Q: 3 clusters Score -315272.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -315345.593750 Penalty: 2543.593994
	Iteration 4Q: 3 clusters Score -315345.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -315415.062500 Penalty: 2543.593994
	Iteration 5Q: 3 clusters Score -315415.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -315473.812500 Penalty: 2543.593994
	Iteration 6Q: 3 clusters Score -315473.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -315520.406250 Penalty: 2543.593994
	Iteration 7Q: 3 clusters Score -315520.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -315561.906250 Penalty: 2543.593994
	Iteration 8Q: 3 clusters Score -315561.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -315613.750000 Penalty: 2543.593994
	Iteration 9Q: 3 clusters Score -315613.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -315690.687500 Penalty: 2543.593994
	Iteration 10Q: 3 clusters Score -315690.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -315786.656250 Penalty: 2543.593994
	Iteration 11Q: 3 clusters Score -315786.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -315887.468750 Penalty: 2543.593994
	Iteration 12Q: 3 clusters Score -315887.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -315990.906250 Penalty: 2543.593994
	Iteration 13Q: 3 clusters Score -315990.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -316068.906250 Penalty: 2543.593994
	Iteration 14Q: 3 clusters Score -316068.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -316122.468750 Penalty: 2543.593994
	Iteration 15Q: 3 clusters Score -316122.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -316169.093750 Penalty: 2543.593994
	Iteration 16Q: 3 clusters Score -316169.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -316213.437500 Penalty: 2543.593994
	Iteration 17Q: 3 clusters Score -316213.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -316260.968750 Penalty: 2543.593994
	Iteration 18Q: 3 clusters Score -316261 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -316308.125000 Penalty: 2543.593994
	Iteration 19Q: 3 clusters Score -316308.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -316338.812500 Penalty: 2543.593994
	Iteration 20F: 3 clusters Score -316338.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -316359.687500 Penalty: 2543.593994
	Iteration 21Q: 3 clusters Score -316359.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -316375.156250 Penalty: 2543.593994
	Iteration 22Q: 3 clusters Score -316375.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -316389.750000 Penalty: 2543.593994
	Iteration 23Q: 3 clusters Score -316389.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -316397.656250 Penalty: 2543.593994
	Iteration 24Q: 3 clusters Score -316397.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -316406.593750 Penalty: 2543.593994
	Iteration 25Q: 3 clusters Score -316406.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -316414.125000 Penalty: 2543.593994
	Iteration 26Q: 3 clusters Score -316414.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -316417.750000 Penalty: 2543.593994
	Iteration 27Q: 3 clusters Score -316417.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -316422.187500 Penalty: 2543.593994
	Iteration 28Q: 3 clusters Score -316422.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -316431.187500 Penalty: 2543.593994
	Iteration 29Q: 3 clusters Score -316431.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -316436.781250 Penalty: 2543.593994
	Iteration 30Q: 3 clusters Score -316436.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -316442.468750 Penalty: 2543.593994
	Iteration 31Q: 3 clusters Score -316442.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -316451.531250 Penalty: 2543.593994
	Iteration 32Q: 3 clusters Score -316451.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -316462.062500 Penalty: 2543.593994
	Iteration 33Q: 3 clusters Score -316462.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -316472.656250 Penalty: 2543.593994
	Iteration 34Q: 3 clusters Score -316472.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -316487.375000 Penalty: 2543.593994
	Iteration 35Q: 3 clusters Score -316487.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -316506.312500 Penalty: 2543.593994
	Iteration 36Q: 3 clusters Score -316506.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -316528.843750 Penalty: 2543.593994
	Iteration 37Q: 3 clusters Score -316528.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -316541.281250 Penalty: 2543.593994
	Iteration 38Q: 3 clusters Score -316541.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -316554.218750 Penalty: 2543.593994
	Iteration 39Q: 3 clusters Score -316554.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -316575.187500 Penalty: 2543.593994
	Iteration 40F: 3 clusters Score -316575.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -316593.281250 Penalty: 2543.593994
	Iteration 41Q: 3 clusters Score -316593.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -316604.531250 Penalty: 2543.593994
	Iteration 42Q: 3 clusters Score -316604.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -316613.812500 Penalty: 2543.593994
	Iteration 43Q: 3 clusters Score -316613.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -316622.250000 Penalty: 2543.593994
	Iteration 44Q: 3 clusters Score -316622.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -316628.000000 Penalty: 2543.593994
	Iteration 45Q: 3 clusters Score -316628 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -316634.593750 Penalty: 2543.593994
	Iteration 46Q: 3 clusters Score -316634.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -316639.468750 Penalty: 2543.593994
	Iteration 47Q: 3 clusters Score -316639.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -316647.406250 Penalty: 2543.593994
	Iteration 48Q: 3 clusters Score -316647.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -316655.562500 Penalty: 2543.593994
	Iteration 49Q: 3 clusters Score -316655.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -316658.500000 Penalty: 2543.593994
	Iteration 50Q: 3 clusters Score -316658.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -316659.031250 Penalty: 2543.593994
	Iteration 51Q: 3 clusters Score -316659 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -316659.031250 Penalty: 2543.593994
	Iteration 52F: 3 clusters Score -316659 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (9791 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9791 members 
Entering Unmasked Estep 
Score: -1234140.000000 Penalty: 1493.248047
	Iteration 0F: 2 clusters Score -1234140 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -1227069.375000 Penalty: 2986.496094
	Iteration 0F: 3 clusters Score -1227069 nChanged 4267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5113 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -1229301.500000 Penalty: 2986.496094
	Iteration 1F: 3 clusters Score -1229302 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -1229564.125000 Penalty: 2986.496094
	Iteration 2F: 3 clusters Score -1229564 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5300 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -1229758.000000 Penalty: 2986.496094
	Iteration 3Q: 3 clusters Score -1229758 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -1229929.625000 Penalty: 2986.496094
	Iteration 4Q: 3 clusters Score -1229930 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5535 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -1230082.250000 Penalty: 2986.496094
	Iteration 5Q: 3 clusters Score -1230082 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5720 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -1230257.125000 Penalty: 2986.496094
	Iteration 6Q: 3 clusters Score -1230257 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5948 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -1230458.375000 Penalty: 2986.496094
	Iteration 7Q: 3 clusters Score -1230458 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6202 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -1230682.000000 Penalty: 2986.496094
	Iteration 8Q: 3 clusters Score -1230682 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6494 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -1230943.625000 Penalty: 2986.496094
	Iteration 9Q: 3 clusters Score -1230944 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6799 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -1231219.375000 Penalty: 2986.496094
	Iteration 10Q: 3 clusters Score -1231219 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7111 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -1231508.750000 Penalty: 2986.496094
	Iteration 11Q: 3 clusters Score -1231509 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7432 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -1231783.250000 Penalty: 2986.496094
	Iteration 12Q: 3 clusters Score -1231783 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7756 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -1232054.750000 Penalty: 2986.496094
	Iteration 13Q: 3 clusters Score -1232055 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8018 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -1232286.000000 Penalty: 2986.496094
	Iteration 14Q: 3 clusters Score -1232286 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8228 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -1232453.625000 Penalty: 2986.496094
	Iteration 15Q: 3 clusters Score -1232454 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8380 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -1232566.750000 Penalty: 2986.496094
	Iteration 16Q: 3 clusters Score -1232567 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8487 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -1232642.625000 Penalty: 2986.496094
	Iteration 17Q: 3 clusters Score -1232643 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8578 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -1232694.875000 Penalty: 2986.496094
	Iteration 18Q: 3 clusters Score -1232695 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8648 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -1232734.875000 Penalty: 2986.496094
	Iteration 19Q: 3 clusters Score -1232735 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8701 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -1232756.875000 Penalty: 2986.496094
	Iteration 20F: 3 clusters Score -1232757 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8748 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -1232782.000000 Penalty: 2986.496094
	Iteration 21Q: 3 clusters Score -1232782 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8796 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -1232812.375000 Penalty: 2986.496094
	Iteration 22Q: 3 clusters Score -1232812 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8847 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -1232847.500000 Penalty: 2986.496094
	Iteration 23Q: 3 clusters Score -1232848 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8887 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -1232870.500000 Penalty: 2986.496094
	Iteration 24Q: 3 clusters Score -1232870 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8929 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -1232885.250000 Penalty: 2986.496094
	Iteration 25Q: 3 clusters Score -1232885 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8952 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -1232896.250000 Penalty: 2986.496094
	Iteration 26Q: 3 clusters Score -1232896 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8976 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -1232910.500000 Penalty: 2986.496094
	Iteration 27Q: 3 clusters Score -1232910 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8988 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -1232923.750000 Penalty: 2986.496094
	Iteration 28Q: 3 clusters Score -1232924 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9005 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -1232928.875000 Penalty: 2986.496094
	Iteration 29Q: 3 clusters Score -1232929 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9020 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -1232935.375000 Penalty: 2986.496094
	Iteration 30Q: 3 clusters Score -1232935 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9034 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -1232942.750000 Penalty: 2986.496094
	Iteration 31Q: 3 clusters Score -1232943 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9043 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -1232947.375000 Penalty: 2986.496094
	Iteration 32Q: 3 clusters Score -1232947 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9054 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -1232953.250000 Penalty: 2986.496094
	Iteration 33Q: 3 clusters Score -1232953 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9062 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -1232955.125000 Penalty: 2986.496094
	Iteration 34Q: 3 clusters Score -1232955 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9066 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -1232955.375000 Penalty: 2986.496094
	Iteration 35Q: 3 clusters Score -1232955 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9067 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -1232956.000000 Penalty: 2986.496094
	Iteration 36Q: 3 clusters Score -1232956 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9073 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -1232959.750000 Penalty: 2986.496094
	Iteration 37Q: 3 clusters Score -1232960 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9073 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -1232963.125000 Penalty: 2986.496094
	Iteration 38Q: 3 clusters Score -1232963 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9075 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -1232963.750000 Penalty: 2986.496094
	Iteration 39Q: 3 clusters Score -1232964 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9076 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -1232963.125000 Penalty: 2986.496094
	Iteration 40F: 3 clusters Score -1232963 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (4360 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Entering Unmasked Estep 
Score: -524066.406250 Penalty: 1361.786865
	Iteration 0F: 2 clusters Score -524066.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -520517.843750 Penalty: 2723.573730
	Iteration 0F: 3 clusters Score -520517.8 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -521506.937500 Penalty: 2723.573730
	Iteration 1F: 3 clusters Score -521506.9 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -521685.062500 Penalty: 2723.573730
	Iteration 2F: 3 clusters Score -521685.1 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -521828.437500 Penalty: 2723.573730
	Iteration 3F: 3 clusters Score -521828.4 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -521959.500000 Penalty: 2723.573730
	Iteration 4Q: 3 clusters Score -521959.5 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -522094.468750 Penalty: 2723.573730
	Iteration 5Q: 3 clusters Score -522094.5 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -522202.812500 Penalty: 2723.573730
	Iteration 6Q: 3 clusters Score -522202.8 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -522291.937500 Penalty: 2723.573730
	Iteration 7Q: 3 clusters Score -522291.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -522373.187500 Penalty: 2723.573730
	Iteration 8Q: 3 clusters Score -522373.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -522453.625000 Penalty: 2723.573730
	Iteration 9Q: 3 clusters Score -522453.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -522522.875000 Penalty: 2723.573730
	Iteration 10Q: 3 clusters Score -522522.9 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -522586.687500 Penalty: 2723.573730
	Iteration 11Q: 3 clusters Score -522586.7 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -522640.656250 Penalty: 2723.573730
	Iteration 12Q: 3 clusters Score -522640.7 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -522688.406250 Penalty: 2723.573730
	Iteration 13Q: 3 clusters Score -522688.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -522736.000000 Penalty: 2723.573730
	Iteration 14Q: 3 clusters Score -522736 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -522772.656250 Penalty: 2723.573730
	Iteration 15Q: 3 clusters Score -522772.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -522810.968750 Penalty: 2723.573730
	Iteration 16Q: 3 clusters Score -522811 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -522845.562500 Penalty: 2723.573730
	Iteration 17Q: 3 clusters Score -522845.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -522881.312500 Penalty: 2723.573730
	Iteration 18Q: 3 clusters Score -522881.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -522915.906250 Penalty: 2723.573730
	Iteration 19Q: 3 clusters Score -522915.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -522957.406250 Penalty: 2723.573730
	Iteration 20F: 3 clusters Score -522957.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -523003.437500 Penalty: 2723.573730
	Iteration 21Q: 3 clusters Score -523003.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -523042.062500 Penalty: 2723.573730
	Iteration 22Q: 3 clusters Score -523042.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -523084.906250 Penalty: 2723.573730
	Iteration 23Q: 3 clusters Score -523084.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -523129.500000 Penalty: 2723.573730
	Iteration 24Q: 3 clusters Score -523129.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -523166.593750 Penalty: 2723.573730
	Iteration 25Q: 3 clusters Score -523166.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -523186.437500 Penalty: 2723.573730
	Iteration 26Q: 3 clusters Score -523186.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -523200.562500 Penalty: 2723.573730
	Iteration 27Q: 3 clusters Score -523200.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -523221.531250 Penalty: 2723.573730
	Iteration 28Q: 3 clusters Score -523221.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -523242.937500 Penalty: 2723.573730
	Iteration 29Q: 3 clusters Score -523242.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -523262.093750 Penalty: 2723.573730
	Iteration 30Q: 3 clusters Score -523262.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -523279.656250 Penalty: 2723.573730
	Iteration 31Q: 3 clusters Score -523279.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -523290.937500 Penalty: 2723.573730
	Iteration 32Q: 3 clusters Score -523290.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -523298.875000 Penalty: 2723.573730
	Iteration 33Q: 3 clusters Score -523298.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -523305.562500 Penalty: 2723.573730
	Iteration 34Q: 3 clusters Score -523305.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -523308.093750 Penalty: 2723.573730
	Iteration 35Q: 3 clusters Score -523308.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -523310.781250 Penalty: 2723.573730
	Iteration 36Q: 3 clusters Score -523310.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -523312.437500 Penalty: 2723.573730
	Iteration 37Q: 3 clusters Score -523312.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -523313.218750 Penalty: 2723.573730
	Iteration 38Q: 3 clusters Score -523313.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -523313.437500 Penalty: 2723.573730
	Iteration 39Q: 3 clusters Score -523313.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -523313.437500 Penalty: 2723.573730
	Iteration 40F: 3 clusters Score -523313.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (38245 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38245 members 
Entering Unmasked Estep 
Score: -4843814.500000 Penalty: 1714.662354
	Iteration 0F: 2 clusters Score -4843814 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19108 members 
Mstep: Class 2 contains 19137 members 
Entering Unmasked Estep 
Score: -4818327.500000 Penalty: 3429.324707
	Iteration 0F: 3 clusters Score -4818328 nChanged 17782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18688 members 
Mstep: Class 2 contains 19557 members 
Entering Unmasked Estep 
Score: -4828508.500000 Penalty: 3429.324707
	Iteration 1F: 3 clusters Score -4828508 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18465 members 
Mstep: Class 2 contains 19780 members 
Entering Unmasked Estep 
Score: -4828998.000000 Penalty: 3429.324707
	Iteration 2Q: 3 clusters Score -4828998 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18106 members 
Mstep: Class 2 contains 20139 members 
Entering Unmasked Estep 
Score: -4829446.000000 Penalty: 3429.324707
	Iteration 3Q: 3 clusters Score -4829446 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17632 members 
Mstep: Class 2 contains 20613 members 
Entering Unmasked Estep 
Score: -4829883.000000 Penalty: 3429.324707
	Iteration 4Q: 3 clusters Score -4829883 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17045 members 
Mstep: Class 2 contains 21200 members 
Entering Unmasked Estep 
Score: -4830433.000000 Penalty: 3429.324707
	Iteration 5Q: 3 clusters Score -4830433 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16268 members 
Mstep: Class 2 contains 21977 members 
Entering Unmasked Estep 
Score: -4831103.000000 Penalty: 3429.324707
	Iteration 6Q: 3 clusters Score -4831103 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15329 members 
Mstep: Class 2 contains 22916 members 
Entering Unmasked Estep 
Score: -4831966.000000 Penalty: 3429.324707
	Iteration 7Q: 3 clusters Score -4831966 nChanged 1869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14128 members 
Mstep: Class 2 contains 24117 members 
Entering Unmasked Estep 
Score: -4833152.500000 Penalty: 3429.324707
	Iteration 8Q: 3 clusters Score -4833152 nChanged 2042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12768 members 
Mstep: Class 2 contains 25477 members 
Entering Unmasked Estep 
Score: -4834655.000000 Penalty: 3429.324707
	Iteration 9F: 3 clusters Score -4834655 nChanged 1991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11389 members 
Mstep: Class 2 contains 26856 members 
Entering Unmasked Estep 
Score: -4836132.000000 Penalty: 3429.324707
	Iteration 10F: 3 clusters Score -4836132 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10258 members 
Mstep: Class 2 contains 27987 members 
Entering Unmasked Estep 
Score: -4837169.500000 Penalty: 3429.324707
	Iteration 11Q: 3 clusters Score -4837170 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9358 members 
Mstep: Class 2 contains 28887 members 
Entering Unmasked Estep 
Score: -4837809.500000 Penalty: 3429.324707
	Iteration 12Q: 3 clusters Score -4837810 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8537 members 
Mstep: Class 2 contains 29708 members 
Entering Unmasked Estep 
Score: -4838265.000000 Penalty: 3429.324707
	Iteration 13Q: 3 clusters Score -4838265 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7708 members 
Mstep: Class 2 contains 30537 members 
Entering Unmasked Estep 
Score: -4838643.500000 Penalty: 3429.324707
	Iteration 14Q: 3 clusters Score -4838644 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6942 members 
Mstep: Class 2 contains 31303 members 
Entering Unmasked Estep 
Score: -4838991.000000 Penalty: 3429.324707
	Iteration 15Q: 3 clusters Score -4838991 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6177 members 
Mstep: Class 2 contains 32068 members 
Entering Unmasked Estep 
Score: -4839382.500000 Penalty: 3429.324707
	Iteration 16Q: 3 clusters Score -4839382 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5433 members 
Mstep: Class 2 contains 32812 members 
Entering Unmasked Estep 
Score: -4839737.000000 Penalty: 3429.324707
	Iteration 17Q: 3 clusters Score -4839737 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 33526 members 
Entering Unmasked Estep 
Score: -4840095.000000 Penalty: 3429.324707
	Iteration 18Q: 3 clusters Score -4840095 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 34185 members 
Entering Unmasked Estep 
Score: -4840453.000000 Penalty: 3429.324707
	Iteration 19Q: 3 clusters Score -4840453 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 34773 members 
Entering Unmasked Estep 
Score: -4840810.500000 Penalty: 3429.324707
	Iteration 20F: 3 clusters Score -4840810 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 35308 members 
Entering Unmasked Estep 
Score: -4841136.500000 Penalty: 3429.324707
	Iteration 21Q: 3 clusters Score -4841136 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 35798 members 
Entering Unmasked Estep 
Score: -4841460.000000 Penalty: 3429.324707
	Iteration 22Q: 3 clusters Score -4841460 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 36188 members 
Entering Unmasked Estep 
Score: -4841719.500000 Penalty: 3429.324707
	Iteration 23Q: 3 clusters Score -4841720 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 36498 members 
Entering Unmasked Estep 
Score: -4841930.500000 Penalty: 3429.324707
	Iteration 24Q: 3 clusters Score -4841930 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 36741 members 
Entering Unmasked Estep 
Score: -4842100.500000 Penalty: 3429.324707
	Iteration 25Q: 3 clusters Score -4842100 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 36882 members 
Entering Unmasked Estep 
Score: -4842195.500000 Penalty: 3429.324707
	Iteration 26Q: 3 clusters Score -4842196 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 37008 members 
Entering Unmasked Estep 
Score: -4842279.500000 Penalty: 3429.324707
	Iteration 27Q: 3 clusters Score -4842280 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 37103 members 
Entering Unmasked Estep 
Score: -4842316.000000 Penalty: 3429.324707
	Iteration 28Q: 3 clusters Score -4842316 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 37165 members 
Entering Unmasked Estep 
Score: -4842356.000000 Penalty: 3429.324707
	Iteration 29Q: 3 clusters Score -4842356 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 37220 members 
Entering Unmasked Estep 
Score: -4842378.500000 Penalty: 3429.324707
	Iteration 30Q: 3 clusters Score -4842378 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 37260 members 
Entering Unmasked Estep 
Score: -4842405.500000 Penalty: 3429.324707
	Iteration 31Q: 3 clusters Score -4842406 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 37296 members 
Entering Unmasked Estep 
Score: -4842424.000000 Penalty: 3429.324707
	Iteration 32Q: 3 clusters Score -4842424 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 37325 members 
Entering Unmasked Estep 
Score: -4842431.500000 Penalty: 3429.324707
	Iteration 33Q: 3 clusters Score -4842432 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 37350 members 
Entering Unmasked Estep 
Score: -4842438.000000 Penalty: 3429.324707
	Iteration 34Q: 3 clusters Score -4842438 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 37370 members 
Entering Unmasked Estep 
Score: -4842452.500000 Penalty: 3429.324707
	Iteration 35Q: 3 clusters Score -4842452 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 37388 members 
Entering Unmasked Estep 
Score: -4842459.500000 Penalty: 3429.324707
	Iteration 36Q: 3 clusters Score -4842460 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 37405 members 
Entering Unmasked Estep 
Score: -4842465.500000 Penalty: 3429.324707
	Iteration 37Q: 3 clusters Score -4842466 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 37421 members 
Entering Unmasked Estep 
Score: -4842479.000000 Penalty: 3429.324707
	Iteration 38Q: 3 clusters Score -4842479 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 37426 members 
Entering Unmasked Estep 
Score: -4842484.500000 Penalty: 3429.324707
	Iteration 39Q: 3 clusters Score -4842484 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 37434 members 
Entering Unmasked Estep 
Score: -4842485.000000 Penalty: 3429.324707
	Iteration 40F: 3 clusters Score -4842485 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 37441 members 
Entering Unmasked Estep 
Score: -4842488.500000 Penalty: 3429.324707
	Iteration 41Q: 3 clusters Score -4842488 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 37449 members 
Entering Unmasked Estep 
Score: -4842492.000000 Penalty: 3429.324707
	Iteration 42Q: 3 clusters Score -4842492 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 37456 members 
Entering Unmasked Estep 
Score: -4842497.000000 Penalty: 3429.324707
	Iteration 43Q: 3 clusters Score -4842497 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 37460 members 
Entering Unmasked Estep 
Score: -4842497.500000 Penalty: 3429.324707
	Iteration 44Q: 3 clusters Score -4842498 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 37466 members 
Entering Unmasked Estep 
Score: -4842498.500000 Penalty: 3429.324707
	Iteration 45Q: 3 clusters Score -4842498 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 37468 members 
Entering Unmasked Estep 
Score: -4842503.500000 Penalty: 3429.324707
	Iteration 46Q: 3 clusters Score -4842504 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 37469 members 
Entering Unmasked Estep 
Score: -4842501.500000 Penalty: 3429.324707
	Iteration 47Q: 3 clusters Score -4842502 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 37473 members 
Entering Unmasked Estep 
Score: -4842495.500000 Penalty: 3429.324707
	Iteration 48Q: 3 clusters Score -4842496 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 37479 members 
Entering Unmasked Estep 
Score: -4842497.000000 Penalty: 3429.324707
	Iteration 49Q: 3 clusters Score -4842497 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 37486 members 
Entering Unmasked Estep 
Score: -4842502.500000 Penalty: 3429.324707
	Iteration 50Q: 3 clusters Score -4842502 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 37489 members 
Entering Unmasked Estep 
Score: -4842503.500000 Penalty: 3429.324707
	Iteration 51Q: 3 clusters Score -4842504 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 37493 members 
Entering Unmasked Estep 
Score: -4842510.500000 Penalty: 3429.324707
	Iteration 52Q: 3 clusters Score -4842510 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 37496 members 
Entering Unmasked Estep 
Score: -4842511.500000 Penalty: 3429.324707
	Iteration 53Q: 3 clusters Score -4842512 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 37498 members 
Entering Unmasked Estep 
Score: -4842515.500000 Penalty: 3429.324707
	Iteration 54Q: 3 clusters Score -4842516 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 37500 members 
Entering Unmasked Estep 
Score: -4842512.000000 Penalty: 3429.324707
	Iteration 55Q: 3 clusters Score -4842512 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 37500 members 
Entering Unmasked Estep 
Score: -4842512.000000 Penalty: 3429.324707
	Iteration 56F: 3 clusters Score -4842512 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (4544 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Entering Unmasked Estep 
Score: -565994.687500 Penalty: 1368.504028
	Iteration 0F: 2 clusters Score -565994.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -562313.000000 Penalty: 2737.008057
	Iteration 0F: 3 clusters Score -562313 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -563333.875000 Penalty: 2737.008057
	Iteration 1F: 3 clusters Score -563333.9 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -563586.750000 Penalty: 2737.008057
	Iteration 2F: 3 clusters Score -563586.8 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -563872.750000 Penalty: 2737.008057
	Iteration 3F: 3 clusters Score -563872.8 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -564135.312500 Penalty: 2737.008057
	Iteration 4F: 3 clusters Score -564135.3 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -564384.000000 Penalty: 2737.008057
	Iteration 5F: 3 clusters Score -564384 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -564568.687500 Penalty: 2737.008057
	Iteration 6F: 3 clusters Score -564568.7 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -564690.812500 Penalty: 2737.008057
	Iteration 7Q: 3 clusters Score -564690.8 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -564797.812500 Penalty: 2737.008057
	Iteration 8Q: 3 clusters Score -564797.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -564878.812500 Penalty: 2737.008057
	Iteration 9Q: 3 clusters Score -564878.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -564949.750000 Penalty: 2737.008057
	Iteration 10Q: 3 clusters Score -564949.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -565020.500000 Penalty: 2737.008057
	Iteration 11Q: 3 clusters Score -565020.5 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -565101.500000 Penalty: 2737.008057
	Iteration 12Q: 3 clusters Score -565101.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -565157.937500 Penalty: 2737.008057
	Iteration 13Q: 3 clusters Score -565157.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -565198.437500 Penalty: 2737.008057
	Iteration 14Q: 3 clusters Score -565198.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -565237.000000 Penalty: 2737.008057
	Iteration 15Q: 3 clusters Score -565237 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -565273.437500 Penalty: 2737.008057
	Iteration 16Q: 3 clusters Score -565273.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -565303.000000 Penalty: 2737.008057
	Iteration 17Q: 3 clusters Score -565303 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -565331.062500 Penalty: 2737.008057
	Iteration 18Q: 3 clusters Score -565331.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -565361.250000 Penalty: 2737.008057
	Iteration 19Q: 3 clusters Score -565361.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -565391.000000 Penalty: 2737.008057
	Iteration 20F: 3 clusters Score -565391 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -565417.312500 Penalty: 2737.008057
	Iteration 21Q: 3 clusters Score -565417.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -565450.812500 Penalty: 2737.008057
	Iteration 22Q: 3 clusters Score -565450.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -565482.125000 Penalty: 2737.008057
	Iteration 23Q: 3 clusters Score -565482.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -565518.812500 Penalty: 2737.008057
	Iteration 24Q: 3 clusters Score -565518.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -565544.562500 Penalty: 2737.008057
	Iteration 25Q: 3 clusters Score -565544.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -565565.187500 Penalty: 2737.008057
	Iteration 26Q: 3 clusters Score -565565.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -565579.375000 Penalty: 2737.008057
	Iteration 27Q: 3 clusters Score -565579.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -565591.062500 Penalty: 2737.008057
	Iteration 28Q: 3 clusters Score -565591.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -565600.312500 Penalty: 2737.008057
	Iteration 29Q: 3 clusters Score -565600.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -565607.062500 Penalty: 2737.008057
	Iteration 30Q: 3 clusters Score -565607.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -565614.187500 Penalty: 2737.008057
	Iteration 31Q: 3 clusters Score -565614.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -565622.437500 Penalty: 2737.008057
	Iteration 32Q: 3 clusters Score -565622.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -565626.375000 Penalty: 2737.008057
	Iteration 33Q: 3 clusters Score -565626.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -565630.625000 Penalty: 2737.008057
	Iteration 34Q: 3 clusters Score -565630.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -565633.812500 Penalty: 2737.008057
	Iteration 35Q: 3 clusters Score -565633.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -565635.812500 Penalty: 2737.008057
	Iteration 36Q: 3 clusters Score -565635.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -565637.125000 Penalty: 2737.008057
	Iteration 37Q: 3 clusters Score -565637.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -565637.125000 Penalty: 2737.008057
	Iteration 38Q: 3 clusters Score -565637.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -565637.687500 Penalty: 2737.008057
	Iteration 39Q: 3 clusters Score -565637.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -565639.312500 Penalty: 2737.008057
	Iteration 40F: 3 clusters Score -565639.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -565641.562500 Penalty: 2737.008057
	Iteration 41Q: 3 clusters Score -565641.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -565644.437500 Penalty: 2737.008057
	Iteration 42Q: 3 clusters Score -565644.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -565645.187500 Penalty: 2737.008057
	Iteration 43Q: 3 clusters Score -565645.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -565647.500000 Penalty: 2737.008057
	Iteration 44Q: 3 clusters Score -565647.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -565647.937500 Penalty: 2737.008057
	Iteration 45Q: 3 clusters Score -565647.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -565648.562500 Penalty: 2737.008057
	Iteration 46Q: 3 clusters Score -565648.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -565648.375000 Penalty: 2737.008057
	Iteration 47Q: 3 clusters Score -565648.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -565649.312500 Penalty: 2737.008057
	Iteration 48Q: 3 clusters Score -565649.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -565649.312500 Penalty: 2737.008057
	Iteration 49F: 3 clusters Score -565649.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (1827 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Entering Unmasked Estep 
Score: -227730.046875 Penalty: 1220.444946
	Iteration 0F: 2 clusters Score -227730 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -225737.187500 Penalty: 2440.889893
	Iteration 0F: 3 clusters Score -225737.2 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -226166.890625 Penalty: 2440.889893
	Iteration 1F: 3 clusters Score -226166.9 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -226288.671875 Penalty: 2440.889893
	Iteration 2F: 3 clusters Score -226288.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -226358.312500 Penalty: 2440.889893
	Iteration 3Q: 3 clusters Score -226358.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -226409.968750 Penalty: 2440.889893
	Iteration 4Q: 3 clusters Score -226410 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -226437.531250 Penalty: 2440.889893
	Iteration 5Q: 3 clusters Score -226437.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -226455.875000 Penalty: 2440.889893
	Iteration 6Q: 3 clusters Score -226455.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -226470.593750 Penalty: 2440.889893
	Iteration 7Q: 3 clusters Score -226470.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -226486.375000 Penalty: 2440.889893
	Iteration 8Q: 3 clusters Score -226486.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -226494.921875 Penalty: 2440.889893
	Iteration 9Q: 3 clusters Score -226494.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -226502.046875 Penalty: 2440.889893
	Iteration 10Q: 3 clusters Score -226502 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -226511.718750 Penalty: 2440.889893
	Iteration 11Q: 3 clusters Score -226511.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -226525.109375 Penalty: 2440.889893
	Iteration 12Q: 3 clusters Score -226525.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -226538.906250 Penalty: 2440.889893
	Iteration 13Q: 3 clusters Score -226538.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -226550.921875 Penalty: 2440.889893
	Iteration 14Q: 3 clusters Score -226550.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -226564.203125 Penalty: 2440.889893
	Iteration 15Q: 3 clusters Score -226564.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -226574.890625 Penalty: 2440.889893
	Iteration 16Q: 3 clusters Score -226574.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -226589.031250 Penalty: 2440.889893
	Iteration 17Q: 3 clusters Score -226589 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -226608.015625 Penalty: 2440.889893
	Iteration 18Q: 3 clusters Score -226608 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -226626.187500 Penalty: 2440.889893
	Iteration 19Q: 3 clusters Score -226626.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -226639.937500 Penalty: 2440.889893
	Iteration 20F: 3 clusters Score -226639.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -226651.500000 Penalty: 2440.889893
	Iteration 21Q: 3 clusters Score -226651.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -226660.234375 Penalty: 2440.889893
	Iteration 22Q: 3 clusters Score -226660.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -226671.359375 Penalty: 2440.889893
	Iteration 23Q: 3 clusters Score -226671.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -226677.796875 Penalty: 2440.889893
	Iteration 24Q: 3 clusters Score -226677.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -226686.421875 Penalty: 2440.889893
	Iteration 25Q: 3 clusters Score -226686.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -226692.140625 Penalty: 2440.889893
	Iteration 26Q: 3 clusters Score -226692.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -226702.109375 Penalty: 2440.889893
	Iteration 27Q: 3 clusters Score -226702.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -226707.437500 Penalty: 2440.889893
	Iteration 28Q: 3 clusters Score -226707.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -226711.703125 Penalty: 2440.889893
	Iteration 29Q: 3 clusters Score -226711.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -226718.437500 Penalty: 2440.889893
	Iteration 30Q: 3 clusters Score -226718.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -226723.250000 Penalty: 2440.889893
	Iteration 31Q: 3 clusters Score -226723.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -226728.312500 Penalty: 2440.889893
	Iteration 32Q: 3 clusters Score -226728.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -226731.921875 Penalty: 2440.889893
	Iteration 33Q: 3 clusters Score -226731.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -226734.906250 Penalty: 2440.889893
	Iteration 34Q: 3 clusters Score -226734.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -226738.640625 Penalty: 2440.889893
	Iteration 35Q: 3 clusters Score -226738.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -226740.093750 Penalty: 2440.889893
	Iteration 36Q: 3 clusters Score -226740.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -226741.484375 Penalty: 2440.889893
	Iteration 37Q: 3 clusters Score -226741.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -226743.328125 Penalty: 2440.889893
	Iteration 38Q: 3 clusters Score -226743.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -226745.328125 Penalty: 2440.889893
	Iteration 39Q: 3 clusters Score -226745.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -226745.578125 Penalty: 2440.889893
	Iteration 40F: 3 clusters Score -226745.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (3317 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Entering Unmasked Estep 
Score: -391794.343750 Penalty: 1317.357666
	Iteration 0F: 2 clusters Score -391794.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -388872.968750 Penalty: 2634.715332
	Iteration 0F: 3 clusters Score -388873 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -389684.593750 Penalty: 2634.715332
	Iteration 1F: 3 clusters Score -389684.6 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -389905.875000 Penalty: 2634.715332
	Iteration 2F: 3 clusters Score -389905.9 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -390089.718750 Penalty: 2634.715332
	Iteration 3F: 3 clusters Score -390089.7 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -390272.125000 Penalty: 2634.715332
	Iteration 4F: 3 clusters Score -390272.1 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -390434.781250 Penalty: 2634.715332
	Iteration 5Q: 3 clusters Score -390434.8 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -390572.562500 Penalty: 2634.715332
	Iteration 6Q: 3 clusters Score -390572.6 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -390687.687500 Penalty: 2634.715332
	Iteration 7Q: 3 clusters Score -390687.7 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -390802.281250 Penalty: 2634.715332
	Iteration 8Q: 3 clusters Score -390802.3 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -390891.156250 Penalty: 2634.715332
	Iteration 9Q: 3 clusters Score -390891.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -390954.906250 Penalty: 2634.715332
	Iteration 10Q: 3 clusters Score -390954.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -391034.843750 Penalty: 2634.715332
	Iteration 11Q: 3 clusters Score -391034.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -391123.156250 Penalty: 2634.715332
	Iteration 12Q: 3 clusters Score -391123.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -391222.000000 Penalty: 2634.715332
	Iteration 13Q: 3 clusters Score -391222 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -391320.625000 Penalty: 2634.715332
	Iteration 14Q: 3 clusters Score -391320.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -391398.750000 Penalty: 2634.715332
	Iteration 15Q: 3 clusters Score -391398.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -391461.031250 Penalty: 2634.715332
	Iteration 16Q: 3 clusters Score -391461 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -391523.593750 Penalty: 2634.715332
	Iteration 17Q: 3 clusters Score -391523.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -391550.343750 Penalty: 2634.715332
	Iteration 18Q: 3 clusters Score -391550.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -391574.187500 Penalty: 2634.715332
	Iteration 19Q: 3 clusters Score -391574.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -391592.281250 Penalty: 2634.715332
	Iteration 20F: 3 clusters Score -391592.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -391613.281250 Penalty: 2634.715332
	Iteration 21Q: 3 clusters Score -391613.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -391650.000000 Penalty: 2634.715332
	Iteration 22Q: 3 clusters Score -391650 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -391688.093750 Penalty: 2634.715332
	Iteration 23Q: 3 clusters Score -391688.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -391719.875000 Penalty: 2634.715332
	Iteration 24Q: 3 clusters Score -391719.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -391747.500000 Penalty: 2634.715332
	Iteration 25Q: 3 clusters Score -391747.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -391776.625000 Penalty: 2634.715332
	Iteration 26Q: 3 clusters Score -391776.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -391801.718750 Penalty: 2634.715332
	Iteration 27Q: 3 clusters Score -391801.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -391831.281250 Penalty: 2634.715332
	Iteration 28Q: 3 clusters Score -391831.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -391851.781250 Penalty: 2634.715332
	Iteration 29Q: 3 clusters Score -391851.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -391877.312500 Penalty: 2634.715332
	Iteration 30Q: 3 clusters Score -391877.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -391893.656250 Penalty: 2634.715332
	Iteration 31Q: 3 clusters Score -391893.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -391902.656250 Penalty: 2634.715332
	Iteration 32Q: 3 clusters Score -391902.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -391906.156250 Penalty: 2634.715332
	Iteration 33Q: 3 clusters Score -391906.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -391906.625000 Penalty: 2634.715332
	Iteration 34Q: 3 clusters Score -391906.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -391906.968750 Penalty: 2634.715332
	Iteration 35Q: 3 clusters Score -391907 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -391926.500000 Penalty: 2634.715332
	Iteration 36F: 3 clusters Score -391926.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -391933.312500 Penalty: 2634.715332
	Iteration 37Q: 3 clusters Score -391933.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -391937.250000 Penalty: 2634.715332
	Iteration 38Q: 3 clusters Score -391937.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -391941.593750 Penalty: 2634.715332
	Iteration 39Q: 3 clusters Score -391941.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -391943.156250 Penalty: 2634.715332
	Iteration 40F: 3 clusters Score -391943.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -391944.437500 Penalty: 2634.715332
	Iteration 41Q: 3 clusters Score -391944.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -391944.437500 Penalty: 2634.715332
	Iteration 42F: 3 clusters Score -391944.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 13529 members 
Mstep: Class 2 contains 24016 members 
Mstep: Class 3 contains 48171 members 
Mstep: Class 4 contains 8107 members 
Mstep: Class 5 contains 4385 members 
Mstep: Class 6 contains 3986 members 
Mstep: Class 7 contains 75765 members 
Mstep: Class 8 contains 16372 members 
Mstep: Class 9 contains 21823 members 
Mstep: Class 10 contains 33477 members 
Mstep: Class 11 contains 44372 members 
Mstep: Class 12 contains 12388 members 
Mstep: Class 13 contains 17523 members 
Mstep: Class 14 contains 17920 members 
Mstep: Class 15 contains 467 members 
Mstep: Class 16 contains 8494 members 
Mstep: Class 17 contains 6267 members 
Mstep: Class 18 contains 2857 members 
Mstep: Class 19 contains 3255 members 
Mstep: Class 20 contains 33095 members 
Mstep: Class 21 contains 15786 members 
Mstep: Class 22 contains 25591 members 
Mstep: Class 23 contains 4881 members 
Mstep: Class 24 contains 33717 members 
Mstep: Class 25 contains 2506 members 
Mstep: Class 26 contains 9791 members 
Mstep: Class 27 contains 4360 members 
Mstep: Class 28 contains 38245 members 
Mstep: Class 29 contains 4544 members 
Mstep: Class 30 contains 1827 members 
Mstep: Class 31 contains 2092 members 
Mstep: Class 32 contains 987 members 
Mstep: Class 33 contains 16778 members 
Mstep: Class 34 contains 3069 members 
Mstep: Class 35 contains 147942 members 
Mstep: Class 36 contains 11569 members 
Mstep: Class 37 contains 1762 members 
Mstep: Class 38 contains 22600 members 
Mstep: Class 39 contains 2540 members 
Mstep: Class 40 contains 25379 members 
Mstep: Class 41 contains 11801 members 
Mstep: Class 42 contains 17627 members 
Mstep: Class 43 contains 12881 members 
Mstep: Class 44 contains 685 members 
Mstep: Class 45 contains 2174 members 
Mstep: Class 46 contains 1946 members 
Mstep: Class 47 contains 1225 members 
Entering Unmasked Estep 
Score: -100306032.000000 Penalty: 104006.164062
Splitting cluster 31 changes total score from -100306664.000000 to -100306032.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 32 (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: -117331.906250 Penalty: 1120.383911
	Iteration 0F: 2 clusters Score -117331.9 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 505 members 
Entering Unmasked Estep 
Score: -115978.445312 Penalty: 2240.767822
	Iteration 0F: 3 clusters Score -115978.4 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -116471.328125 Penalty: 2240.767822
	Iteration 1F: 3 clusters Score -116471.3 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -116710.804688 Penalty: 2240.767822
	Iteration 2F: 3 clusters Score -116710.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -116831.132812 Penalty: 2240.767822
	Iteration 3F: 3 clusters Score -116831.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -116892.851562 Penalty: 2240.767822
	Iteration 4F: 3 clusters Score -116892.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -116931.898438 Penalty: 2240.767822
	Iteration 5Q: 3 clusters Score -116931.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -116963.515625 Penalty: 2240.767822
	Iteration 6Q: 3 clusters Score -116963.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -116983.250000 Penalty: 2240.767822
	Iteration 7Q: 3 clusters Score -116983.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -116997.718750 Penalty: 2240.767822
	Iteration 8Q: 3 clusters Score -116997.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -117008.609375 Penalty: 2240.767822
	Iteration 9Q: 3 clusters Score -117008.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -117015.125000 Penalty: 2240.767822
	Iteration 10Q: 3 clusters Score -117015.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -117020.710938 Penalty: 2240.767822
	Iteration 11Q: 3 clusters Score -117020.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -117023.843750 Penalty: 2240.767822
	Iteration 12Q: 3 clusters Score -117023.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -117025.554688 Penalty: 2240.767822
	Iteration 13Q: 3 clusters Score -117025.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -117025.554688 Penalty: 2240.767822
	Iteration 14F: 3 clusters Score -117025.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (16778 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16778 members 
Entering Unmasked Estep 
Score: -2071723.125000 Penalty: 1580.771484
	Iteration 0F: 2 clusters Score -2071723 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8337 members 
Mstep: Class 2 contains 8441 members 
Entering Unmasked Estep 
Score: -2060161.750000 Penalty: 3161.542969
	Iteration 0F: 3 clusters Score -2060162 nChanged 7535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8028 members 
Mstep: Class 2 contains 8750 members 
Entering Unmasked Estep 
Score: -2064373.500000 Penalty: 3161.542969
	Iteration 1F: 3 clusters Score -2064374 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7843 members 
Mstep: Class 2 contains 8935 members 
Entering Unmasked Estep 
Score: -2064885.625000 Penalty: 3161.542969
	Iteration 2F: 3 clusters Score -2064886 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7621 members 
Mstep: Class 2 contains 9157 members 
Entering Unmasked Estep 
Score: -2065370.750000 Penalty: 3161.542969
	Iteration 3F: 3 clusters Score -2065371 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7390 members 
Mstep: Class 2 contains 9388 members 
Entering Unmasked Estep 
Score: -2065821.000000 Penalty: 3161.542969
	Iteration 4F: 3 clusters Score -2065821 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7151 members 
Mstep: Class 2 contains 9627 members 
Entering Unmasked Estep 
Score: -2066203.375000 Penalty: 3161.542969
	Iteration 5Q: 3 clusters Score -2066203 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6894 members 
Mstep: Class 2 contains 9884 members 
Entering Unmasked Estep 
Score: -2066552.500000 Penalty: 3161.542969
	Iteration 6Q: 3 clusters Score -2066552 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6642 members 
Mstep: Class 2 contains 10136 members 
Entering Unmasked Estep 
Score: -2066890.125000 Penalty: 3161.542969
	Iteration 7Q: 3 clusters Score -2066890 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6359 members 
Mstep: Class 2 contains 10419 members 
Entering Unmasked Estep 
Score: -2067222.125000 Penalty: 3161.542969
	Iteration 8Q: 3 clusters Score -2067222 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6058 members 
Mstep: Class 2 contains 10720 members 
Entering Unmasked Estep 
Score: -2067521.125000 Penalty: 3161.542969
	Iteration 9Q: 3 clusters Score -2067521 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5743 members 
Mstep: Class 2 contains 11035 members 
Entering Unmasked Estep 
Score: -2067822.750000 Penalty: 3161.542969
	Iteration 10Q: 3 clusters Score -2067823 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 11417 members 
Entering Unmasked Estep 
Score: -2068117.875000 Penalty: 3161.542969
	Iteration 11Q: 3 clusters Score -2068118 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Mstep: Class 2 contains 11780 members 
Entering Unmasked Estep 
Score: -2068356.625000 Penalty: 3161.542969
	Iteration 12Q: 3 clusters Score -2068357 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 12127 members 
Entering Unmasked Estep 
Score: -2068562.375000 Penalty: 3161.542969
	Iteration 13Q: 3 clusters Score -2068562 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 12489 members 
Entering Unmasked Estep 
Score: -2068787.000000 Penalty: 3161.542969
	Iteration 14Q: 3 clusters Score -2068787 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 12817 members 
Entering Unmasked Estep 
Score: -2068968.875000 Penalty: 3161.542969
	Iteration 15Q: 3 clusters Score -2068969 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 13130 members 
Entering Unmasked Estep 
Score: -2069138.625000 Penalty: 3161.542969
	Iteration 16Q: 3 clusters Score -2069139 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 13408 members 
Entering Unmasked Estep 
Score: -2069265.125000 Penalty: 3161.542969
	Iteration 17Q: 3 clusters Score -2069265 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 13674 members 
Entering Unmasked Estep 
Score: -2069394.500000 Penalty: 3161.542969
	Iteration 18Q: 3 clusters Score -2069394 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 13928 members 
Entering Unmasked Estep 
Score: -2069505.500000 Penalty: 3161.542969
	Iteration 19Q: 3 clusters Score -2069506 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 14162 members 
Entering Unmasked Estep 
Score: -2069606.625000 Penalty: 3161.542969
	Iteration 20F: 3 clusters Score -2069607 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 14401 members 
Entering Unmasked Estep 
Score: -2069719.500000 Penalty: 3161.542969
	Iteration 21Q: 3 clusters Score -2069720 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 14624 members 
Entering Unmasked Estep 
Score: -2069838.125000 Penalty: 3161.542969
	Iteration 22Q: 3 clusters Score -2069838 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 14821 members 
Entering Unmasked Estep 
Score: -2069929.500000 Penalty: 3161.542969
	Iteration 23Q: 3 clusters Score -2069930 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 14999 members 
Entering Unmasked Estep 
Score: -2070014.875000 Penalty: 3161.542969
	Iteration 24Q: 3 clusters Score -2070015 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 15144 members 
Entering Unmasked Estep 
Score: -2070085.625000 Penalty: 3161.542969
	Iteration 25Q: 3 clusters Score -2070086 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 15286 members 
Entering Unmasked Estep 
Score: -2070158.250000 Penalty: 3161.542969
	Iteration 26Q: 3 clusters Score -2070158 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 15414 members 
Entering Unmasked Estep 
Score: -2070215.250000 Penalty: 3161.542969
	Iteration 27Q: 3 clusters Score -2070215 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 15532 members 
Entering Unmasked Estep 
Score: -2070272.250000 Penalty: 3161.542969
	Iteration 28Q: 3 clusters Score -2070272 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 15628 members 
Entering Unmasked Estep 
Score: -2070316.250000 Penalty: 3161.542969
	Iteration 29Q: 3 clusters Score -2070316 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 15696 members 
Entering Unmasked Estep 
Score: -2070350.500000 Penalty: 3161.542969
	Iteration 30Q: 3 clusters Score -2070350 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 15760 members 
Entering Unmasked Estep 
Score: -2070381.000000 Penalty: 3161.542969
	Iteration 31Q: 3 clusters Score -2070381 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 15815 members 
Entering Unmasked Estep 
Score: -2070413.250000 Penalty: 3161.542969
	Iteration 32Q: 3 clusters Score -2070413 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 15856 members 
Entering Unmasked Estep 
Score: -2070427.625000 Penalty: 3161.542969
	Iteration 33Q: 3 clusters Score -2070428 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 15887 members 
Entering Unmasked Estep 
Score: -2070446.125000 Penalty: 3161.542969
	Iteration 34Q: 3 clusters Score -2070446 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 15917 members 
Entering Unmasked Estep 
Score: -2070462.250000 Penalty: 3161.542969
	Iteration 35Q: 3 clusters Score -2070462 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 15946 members 
Entering Unmasked Estep 
Score: -2070472.750000 Penalty: 3161.542969
	Iteration 36Q: 3 clusters Score -2070473 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 15975 members 
Entering Unmasked Estep 
Score: -2070491.500000 Penalty: 3161.542969
	Iteration 37Q: 3 clusters Score -2070492 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 15998 members 
Entering Unmasked Estep 
Score: -2070504.000000 Penalty: 3161.542969
	Iteration 38Q: 3 clusters Score -2070504 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 16015 members 
Entering Unmasked Estep 
Score: -2070508.250000 Penalty: 3161.542969
	Iteration 39Q: 3 clusters Score -2070508 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 16027 members 
Entering Unmasked Estep 
Score: -2070514.000000 Penalty: 3161.542969
	Iteration 40F: 3 clusters Score -2070514 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 16040 members 
Entering Unmasked Estep 
Score: -2070521.375000 Penalty: 3161.542969
	Iteration 41Q: 3 clusters Score -2070521 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 16047 members 
Entering Unmasked Estep 
Score: -2070525.000000 Penalty: 3161.542969
	Iteration 42Q: 3 clusters Score -2070525 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 16049 members 
Entering Unmasked Estep 
Score: -2070525.750000 Penalty: 3161.542969
	Iteration 43Q: 3 clusters Score -2070526 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 16050 members 
Entering Unmasked Estep 
Score: -2070526.750000 Penalty: 3161.542969
	Iteration 44Q: 3 clusters Score -2070527 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 16052 members 
Entering Unmasked Estep 
Score: -2070526.750000 Penalty: 3161.542969
	Iteration 45Q: 3 clusters Score -2070527 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 16056 members 
Entering Unmasked Estep 
Score: -2070530.000000 Penalty: 3161.542969
	Iteration 46Q: 3 clusters Score -2070530 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 16060 members 
Entering Unmasked Estep 
Score: -2070532.625000 Penalty: 3161.542969
	Iteration 47Q: 3 clusters Score -2070533 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 16063 members 
Entering Unmasked Estep 
Score: -2070534.250000 Penalty: 3161.542969
	Iteration 48Q: 3 clusters Score -2070534 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 16063 members 
Entering Unmasked Estep 
Score: -2070535.375000 Penalty: 3161.542969
	Iteration 49Q: 3 clusters Score -2070535 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 16066 members 
Entering Unmasked Estep 
Score: -2070534.875000 Penalty: 3161.542969
	Iteration 50Q: 3 clusters Score -2070535 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 16070 members 
Entering Unmasked Estep 
Score: -2070535.875000 Penalty: 3161.542969
	Iteration 51Q: 3 clusters Score -2070536 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 16079 members 
Entering Unmasked Estep 
Score: -2070541.375000 Penalty: 3161.542969
	Iteration 52Q: 3 clusters Score -2070541 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 16092 members 
Entering Unmasked Estep 
Score: -2070547.750000 Penalty: 3161.542969
	Iteration 53Q: 3 clusters Score -2070548 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 16100 members 
Entering Unmasked Estep 
Score: -2070553.375000 Penalty: 3161.542969
	Iteration 54Q: 3 clusters Score -2070553 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 16103 members 
Entering Unmasked Estep 
Score: -2070552.625000 Penalty: 3161.542969
	Iteration 55Q: 3 clusters Score -2070553 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 16107 members 
Entering Unmasked Estep 
Score: -2070555.500000 Penalty: 3161.542969
	Iteration 56Q: 3 clusters Score -2070556 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 16111 members 
Entering Unmasked Estep 
Score: -2070556.000000 Penalty: 3161.542969
	Iteration 57Q: 3 clusters Score -2070556 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 16117 members 
Entering Unmasked Estep 
Score: -2070559.000000 Penalty: 3161.542969
	Iteration 58Q: 3 clusters Score -2070559 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 16118 members 
Entering Unmasked Estep 
Score: -2070561.625000 Penalty: 3161.542969
	Iteration 59Q: 3 clusters Score -2070562 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 16122 members 
Entering Unmasked Estep 
Score: -2070562.125000 Penalty: 3161.542969
	Iteration 60F: 3 clusters Score -2070562 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 16124 members 
Entering Unmasked Estep 
Score: -2070561.250000 Penalty: 3161.542969
	Iteration 61Q: 3 clusters Score -2070561 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 16125 members 
Entering Unmasked Estep 
Score: -2070562.375000 Penalty: 3161.542969
	Iteration 62Q: 3 clusters Score -2070562 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 16126 members 
Entering Unmasked Estep 
Score: -2070563.500000 Penalty: 3161.542969
	Iteration 63Q: 3 clusters Score -2070564 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 16126 members 
Entering Unmasked Estep 
Score: -2070563.500000 Penalty: 3161.542969
	Iteration 64F: 3 clusters Score -2070564 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (3069 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Entering Unmasked Estep 
Score: -378266.562500 Penalty: 1304.729858
	Iteration 0F: 2 clusters Score -378266.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -375512.781250 Penalty: 2609.459717
	Iteration 0F: 3 clusters Score -375512.8 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -376296.812500 Penalty: 2609.459717
	Iteration 1F: 3 clusters Score -376296.8 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -376491.781250 Penalty: 2609.459717
	Iteration 2F: 3 clusters Score -376491.8 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -376641.562500 Penalty: 2609.459717
	Iteration 3F: 3 clusters Score -376641.6 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -376750.750000 Penalty: 2609.459717
	Iteration 4F: 3 clusters Score -376750.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -376825.250000 Penalty: 2609.459717
	Iteration 5Q: 3 clusters Score -376825.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -376890.562500 Penalty: 2609.459717
	Iteration 6Q: 3 clusters Score -376890.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -376940.093750 Penalty: 2609.459717
	Iteration 7Q: 3 clusters Score -376940.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -376987.187500 Penalty: 2609.459717
	Iteration 8Q: 3 clusters Score -376987.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -377019.875000 Penalty: 2609.459717
	Iteration 9Q: 3 clusters Score -377019.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -377043.718750 Penalty: 2609.459717
	Iteration 10Q: 3 clusters Score -377043.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -377067.875000 Penalty: 2609.459717
	Iteration 11Q: 3 clusters Score -377067.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -377084.343750 Penalty: 2609.459717
	Iteration 12Q: 3 clusters Score -377084.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -377103.468750 Penalty: 2609.459717
	Iteration 13Q: 3 clusters Score -377103.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -377121.437500 Penalty: 2609.459717
	Iteration 14Q: 3 clusters Score -377121.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -377139.125000 Penalty: 2609.459717
	Iteration 15Q: 3 clusters Score -377139.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -377151.343750 Penalty: 2609.459717
	Iteration 16Q: 3 clusters Score -377151.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -377164.312500 Penalty: 2609.459717
	Iteration 17Q: 3 clusters Score -377164.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -377175.406250 Penalty: 2609.459717
	Iteration 18Q: 3 clusters Score -377175.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -377188.406250 Penalty: 2609.459717
	Iteration 19Q: 3 clusters Score -377188.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -377201.718750 Penalty: 2609.459717
	Iteration 20F: 3 clusters Score -377201.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -377214.468750 Penalty: 2609.459717
	Iteration 21Q: 3 clusters Score -377214.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -377224.343750 Penalty: 2609.459717
	Iteration 22Q: 3 clusters Score -377224.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -377232.687500 Penalty: 2609.459717
	Iteration 23Q: 3 clusters Score -377232.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -377239.781250 Penalty: 2609.459717
	Iteration 24Q: 3 clusters Score -377239.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -377243.281250 Penalty: 2609.459717
	Iteration 25Q: 3 clusters Score -377243.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -377246.875000 Penalty: 2609.459717
	Iteration 26Q: 3 clusters Score -377246.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -377249.937500 Penalty: 2609.459717
	Iteration 27Q: 3 clusters Score -377249.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -377252.656250 Penalty: 2609.459717
	Iteration 28Q: 3 clusters Score -377252.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -377255.437500 Penalty: 2609.459717
	Iteration 29Q: 3 clusters Score -377255.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -377259.125000 Penalty: 2609.459717
	Iteration 30Q: 3 clusters Score -377259.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -377262.718750 Penalty: 2609.459717
	Iteration 31Q: 3 clusters Score -377262.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -377265.437500 Penalty: 2609.459717
	Iteration 32Q: 3 clusters Score -377265.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -377268.375000 Penalty: 2609.459717
	Iteration 33Q: 3 clusters Score -377268.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -377270.093750 Penalty: 2609.459717
	Iteration 34Q: 3 clusters Score -377270.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -377273.062500 Penalty: 2609.459717
	Iteration 35Q: 3 clusters Score -377273.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -377273.531250 Penalty: 2609.459717
	Iteration 36Q: 3 clusters Score -377273.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -377274.906250 Penalty: 2609.459717
	Iteration 37Q: 3 clusters Score -377274.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -377275.312500 Penalty: 2609.459717
	Iteration 38Q: 3 clusters Score -377275.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -377275.968750 Penalty: 2609.459717
	Iteration 39Q: 3 clusters Score -377276 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -377276.781250 Penalty: 2609.459717
	Iteration 40F: 3 clusters Score -377276.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -377277.937500 Penalty: 2609.459717
	Iteration 41Q: 3 clusters Score -377277.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -377277.937500 Penalty: 2609.459717
	Iteration 42F: 3 clusters Score -377277.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (147942 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147942 members 
Entering Unmasked Estep 
Score: -19015098.000000 Penalty: 1934.493530
	Iteration 0F: 2 clusters Score -1.90151e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74004 members 
Mstep: Class 2 contains 73938 members 
Entering Unmasked Estep 
Score: -18934600.000000 Penalty: 3868.987061
	Iteration 0F: 3 clusters Score -1.89346e+07 nChanged 71221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73755 members 
Mstep: Class 2 contains 74187 members 
Entering Unmasked Estep 
Score: -18975806.000000 Penalty: 3868.987061
	Iteration 1F: 3 clusters Score -1.897581e+07 nChanged 4185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73518 members 
Mstep: Class 2 contains 74424 members 
Entering Unmasked Estep 
Score: -18976676.000000 Penalty: 3868.987061
	Iteration 2Q: 3 clusters Score -1.897668e+07 nChanged 4483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73125 members 
Mstep: Class 2 contains 74817 members 
Entering Unmasked Estep 
Score: -18977780.000000 Penalty: 3868.987061
	Iteration 3Q: 3 clusters Score -1.897778e+07 nChanged 4777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72642 members 
Mstep: Class 2 contains 75300 members 
Entering Unmasked Estep 
Score: -18979252.000000 Penalty: 3868.987061
	Iteration 4Q: 3 clusters Score -1.897925e+07 nChanged 5230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71894 members 
Mstep: Class 2 contains 76048 members 
Entering Unmasked Estep 
Score: -18980750.000000 Penalty: 3868.987061
	Iteration 5Q: 3 clusters Score -1.898075e+07 nChanged 5713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70935 members 
Mstep: Class 2 contains 77007 members 
Entering Unmasked Estep 
Score: -18982672.000000 Penalty: 3868.987061
	Iteration 6Q: 3 clusters Score -1.898267e+07 nChanged 6240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69743 members 
Mstep: Class 2 contains 78199 members 
Entering Unmasked Estep 
Score: -18985114.000000 Penalty: 3868.987061
	Iteration 7Q: 3 clusters Score -1.898511e+07 nChanged 6626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68477 members 
Mstep: Class 2 contains 79465 members 
Entering Unmasked Estep 
Score: -18987832.000000 Penalty: 3868.987061
	Iteration 8Q: 3 clusters Score -1.898783e+07 nChanged 6846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67277 members 
Mstep: Class 2 contains 80665 members 
Entering Unmasked Estep 
Score: -18990494.000000 Penalty: 3868.987061
	Iteration 9Q: 3 clusters Score -1.899049e+07 nChanged 7098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66215 members 
Mstep: Class 2 contains 81727 members 
Entering Unmasked Estep 
Score: -18993768.000000 Penalty: 3868.987061
	Iteration 10Q: 3 clusters Score -1.899377e+07 nChanged 7373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65330 members 
Mstep: Class 2 contains 82612 members 
Entering Unmasked Estep 
Score: -18998096.000000 Penalty: 3868.987061
	Iteration 11Q: 3 clusters Score -1.89981e+07 nChanged 7249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64733 members 
Mstep: Class 2 contains 83209 members 
Entering Unmasked Estep 
Score: -19002060.000000 Penalty: 3868.987061
	Iteration 12Q: 3 clusters Score -1.900206e+07 nChanged 6327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64304 members 
Mstep: Class 2 contains 83638 members 
Entering Unmasked Estep 
Score: -19004866.000000 Penalty: 3868.987061
	Iteration 13Q: 3 clusters Score -1.900487e+07 nChanged 4410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63768 members 
Mstep: Class 2 contains 84174 members 
Entering Unmasked Estep 
Score: -19005892.000000 Penalty: 3868.987061
	Iteration 14Q: 3 clusters Score -1.900589e+07 nChanged 2844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63090 members 
Mstep: Class 2 contains 84852 members 
Entering Unmasked Estep 
Score: -19006400.000000 Penalty: 3868.987061
	Iteration 15Q: 3 clusters Score -1.90064e+07 nChanged 1954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62388 members 
Mstep: Class 2 contains 85554 members 
Entering Unmasked Estep 
Score: -19006554.000000 Penalty: 3868.987061
	Iteration 16Q: 3 clusters Score -1.900655e+07 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61642 members 
Mstep: Class 2 contains 86300 members 
Entering Unmasked Estep 
Score: -19006806.000000 Penalty: 3868.987061
	Iteration 17Q: 3 clusters Score -1.900681e+07 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60904 members 
Mstep: Class 2 contains 87038 members 
Entering Unmasked Estep 
Score: -19007016.000000 Penalty: 3868.987061
	Iteration 18Q: 3 clusters Score -1.900702e+07 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60177 members 
Mstep: Class 2 contains 87765 members 
Entering Unmasked Estep 
Score: -19007216.000000 Penalty: 3868.987061
	Iteration 19Q: 3 clusters Score -1.900722e+07 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59462 members 
Mstep: Class 2 contains 88480 members 
Entering Unmasked Estep 
Score: -19007384.000000 Penalty: 3868.987061
	Iteration 20F: 3 clusters Score -1.900738e+07 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58755 members 
Mstep: Class 2 contains 89187 members 
Entering Unmasked Estep 
Score: -19007650.000000 Penalty: 3868.987061
	Iteration 21Q: 3 clusters Score -1.900765e+07 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58098 members 
Mstep: Class 2 contains 89844 members 
Entering Unmasked Estep 
Score: -19007802.000000 Penalty: 3868.987061
	Iteration 22Q: 3 clusters Score -1.90078e+07 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57554 members 
Mstep: Class 2 contains 90388 members 
Entering Unmasked Estep 
Score: -19008064.000000 Penalty: 3868.987061
	Iteration 23Q: 3 clusters Score -1.900806e+07 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57043 members 
Mstep: Class 2 contains 90899 members 
Entering Unmasked Estep 
Score: -19008306.000000 Penalty: 3868.987061
	Iteration 24Q: 3 clusters Score -1.900831e+07 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56601 members 
Mstep: Class 2 contains 91341 members 
Entering Unmasked Estep 
Score: -19008518.000000 Penalty: 3868.987061
	Iteration 25Q: 3 clusters Score -1.900852e+07 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56218 members 
Mstep: Class 2 contains 91724 members 
Entering Unmasked Estep 
Score: -19008744.000000 Penalty: 3868.987061
	Iteration 26Q: 3 clusters Score -1.900874e+07 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55877 members 
Mstep: Class 2 contains 92065 members 
Entering Unmasked Estep 
Score: -19008874.000000 Penalty: 3868.987061
	Iteration 27Q: 3 clusters Score -1.900887e+07 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55638 members 
Mstep: Class 2 contains 92304 members 
Entering Unmasked Estep 
Score: -19009072.000000 Penalty: 3868.987061
	Iteration 28Q: 3 clusters Score -1.900907e+07 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55530 members 
Mstep: Class 2 contains 92412 members 
Entering Unmasked Estep 
Score: -19009320.000000 Penalty: 3868.987061
	Iteration 29Q: 3 clusters Score -1.900932e+07 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55435 members 
Mstep: Class 2 contains 92507 members 
Entering Unmasked Estep 
Score: -19009502.000000 Penalty: 3868.987061
	Iteration 30Q: 3 clusters Score -1.90095e+07 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55421 members 
Mstep: Class 2 contains 92521 members 
Entering Unmasked Estep 
Score: -19009718.000000 Penalty: 3868.987061
	Iteration 31Q: 3 clusters Score -1.900972e+07 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55457 members 
Mstep: Class 2 contains 92485 members 
Entering Unmasked Estep 
Score: -19010028.000000 Penalty: 3868.987061
	Iteration 32Q: 3 clusters Score -1.901003e+07 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55589 members 
Mstep: Class 2 contains 92353 members 
Entering Unmasked Estep 
Score: -19010232.000000 Penalty: 3868.987061
	Iteration 33Q: 3 clusters Score -1.901023e+07 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55791 members 
Mstep: Class 2 contains 92151 members 
Entering Unmasked Estep 
Score: -19010448.000000 Penalty: 3868.987061
	Iteration 34Q: 3 clusters Score -1.901045e+07 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56045 members 
Mstep: Class 2 contains 91897 members 
Entering Unmasked Estep 
Score: -19010644.000000 Penalty: 3868.987061
	Iteration 35Q: 3 clusters Score -1.901064e+07 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56367 members 
Mstep: Class 2 contains 91575 members 
Entering Unmasked Estep 
Score: -19010794.000000 Penalty: 3868.987061
	Iteration 36Q: 3 clusters Score -1.901079e+07 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56743 members 
Mstep: Class 2 contains 91199 members 
Entering Unmasked Estep 
Score: -19010850.000000 Penalty: 3868.987061
	Iteration 37Q: 3 clusters Score -1.901085e+07 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57143 members 
Mstep: Class 2 contains 90799 members 
Entering Unmasked Estep 
Score: -19010924.000000 Penalty: 3868.987061
	Iteration 38Q: 3 clusters Score -1.901092e+07 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57606 members 
Mstep: Class 2 contains 90336 members 
Entering Unmasked Estep 
Score: -19011046.000000 Penalty: 3868.987061
	Iteration 39Q: 3 clusters Score -1.901105e+07 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58190 members 
Mstep: Class 2 contains 89752 members 
Entering Unmasked Estep 
Score: -19011174.000000 Penalty: 3868.987061
	Iteration 40F: 3 clusters Score -1.901117e+07 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58891 members 
Mstep: Class 2 contains 89051 members 
Entering Unmasked Estep 
Score: -19011312.000000 Penalty: 3868.987061
	Iteration 41Q: 3 clusters Score -1.901131e+07 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59719 members 
Mstep: Class 2 contains 88223 members 
Entering Unmasked Estep 
Score: -19011590.000000 Penalty: 3868.987061
	Iteration 42Q: 3 clusters Score -1.901159e+07 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60595 members 
Mstep: Class 2 contains 87347 members 
Entering Unmasked Estep 
Score: -19011732.000000 Penalty: 3868.987061
	Iteration 43Q: 3 clusters Score -1.901173e+07 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61491 members 
Mstep: Class 2 contains 86451 members 
Entering Unmasked Estep 
Score: -19011944.000000 Penalty: 3868.987061
	Iteration 44Q: 3 clusters Score -1.901194e+07 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62373 members 
Mstep: Class 2 contains 85569 members 
Entering Unmasked Estep 
Score: -19012158.000000 Penalty: 3868.987061
	Iteration 45Q: 3 clusters Score -1.901216e+07 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63272 members 
Mstep: Class 2 contains 84670 members 
Entering Unmasked Estep 
Score: -19012266.000000 Penalty: 3868.987061
	Iteration 46Q: 3 clusters Score -1.901227e+07 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64244 members 
Mstep: Class 2 contains 83698 members 
Entering Unmasked Estep 
Score: -19012540.000000 Penalty: 3868.987061
	Iteration 47Q: 3 clusters Score -1.901254e+07 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65236 members 
Mstep: Class 2 contains 82706 members 
Entering Unmasked Estep 
Score: -19012718.000000 Penalty: 3868.987061
	Iteration 48Q: 3 clusters Score -1.901272e+07 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66309 members 
Mstep: Class 2 contains 81633 members 
Entering Unmasked Estep 
Score: -19013034.000000 Penalty: 3868.987061
	Iteration 49Q: 3 clusters Score -1.901303e+07 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67376 members 
Mstep: Class 2 contains 80566 members 
Entering Unmasked Estep 
Score: -19013266.000000 Penalty: 3868.987061
	Iteration 50Q: 3 clusters Score -1.901327e+07 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68474 members 
Mstep: Class 2 contains 79468 members 
Entering Unmasked Estep 
Score: -19013610.000000 Penalty: 3868.987061
	Iteration 51Q: 3 clusters Score -1.901361e+07 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69552 members 
Mstep: Class 2 contains 78390 members 
Entering Unmasked Estep 
Score: -19013894.000000 Penalty: 3868.987061
	Iteration 52Q: 3 clusters Score -1.901389e+07 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70647 members 
Mstep: Class 2 contains 77295 members 
Entering Unmasked Estep 
Score: -19014046.000000 Penalty: 3868.987061
	Iteration 53Q: 3 clusters Score -1.901405e+07 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71782 members 
Mstep: Class 2 contains 76160 members 
Entering Unmasked Estep 
Score: -19014274.000000 Penalty: 3868.987061
	Iteration 54Q: 3 clusters Score -1.901427e+07 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73012 members 
Mstep: Class 2 contains 74930 members 
Entering Unmasked Estep 
Score: -19014448.000000 Penalty: 3868.987061
	Iteration 55Q: 3 clusters Score -1.901445e+07 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74250 members 
Mstep: Class 2 contains 73692 members 
Entering Unmasked Estep 
Score: -19014664.000000 Penalty: 3868.987061
	Iteration 56Q: 3 clusters Score -1.901466e+07 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75498 members 
Mstep: Class 2 contains 72444 members 
Entering Unmasked Estep 
Score: -19014848.000000 Penalty: 3868.987061
	Iteration 57Q: 3 clusters Score -1.901485e+07 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76832 members 
Mstep: Class 2 contains 71110 members 
Entering Unmasked Estep 
Score: -19014976.000000 Penalty: 3868.987061
	Iteration 58Q: 3 clusters Score -1.901498e+07 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78133 members 
Mstep: Class 2 contains 69809 members 
Entering Unmasked Estep 
Score: -19015210.000000 Penalty: 3868.987061
	Iteration 59Q: 3 clusters Score -1.901521e+07 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79576 members 
Mstep: Class 2 contains 68366 members 
Entering Unmasked Estep 
Score: -19015500.000000 Penalty: 3868.987061
	Iteration 60F: 3 clusters Score -1.90155e+07 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81018 members 
Mstep: Class 2 contains 66924 members 
Entering Unmasked Estep 
Score: -19015680.000000 Penalty: 3868.987061
	Iteration 61Q: 3 clusters Score -1.901568e+07 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82440 members 
Mstep: Class 2 contains 65502 members 
Entering Unmasked Estep 
Score: -19015748.000000 Penalty: 3868.987061
	Iteration 62Q: 3 clusters Score -1.901575e+07 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83885 members 
Mstep: Class 2 contains 64057 members 
Entering Unmasked Estep 
Score: -19015812.000000 Penalty: 3868.987061
	Iteration 63Q: 3 clusters Score -1.901581e+07 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85306 members 
Mstep: Class 2 contains 62636 members 
Entering Unmasked Estep 
Score: -19016036.000000 Penalty: 3868.987061
	Iteration 64Q: 3 clusters Score -1.901604e+07 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86673 members 
Mstep: Class 2 contains 61269 members 
Entering Unmasked Estep 
Score: -19016112.000000 Penalty: 3868.987061
	Iteration 65Q: 3 clusters Score -1.901611e+07 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88051 members 
Mstep: Class 2 contains 59891 members 
Entering Unmasked Estep 
Score: -19016106.000000 Penalty: 3868.987061
	Iteration 66Q: 3 clusters Score -1.901611e+07 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89336 members 
Mstep: Class 2 contains 58606 members 
Entering Unmasked Estep 
Score: -19016196.000000 Penalty: 3868.987061
	Iteration 67Q: 3 clusters Score -1.90162e+07 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90519 members 
Mstep: Class 2 contains 57423 members 
Entering Unmasked Estep 
Score: -19016216.000000 Penalty: 3868.987061
	Iteration 68Q: 3 clusters Score -1.901622e+07 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91623 members 
Mstep: Class 2 contains 56319 members 
Entering Unmasked Estep 
Score: -19016278.000000 Penalty: 3868.987061
	Iteration 69Q: 3 clusters Score -1.901628e+07 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92602 members 
Mstep: Class 2 contains 55340 members 
Entering Unmasked Estep 
Score: -19016290.000000 Penalty: 3868.987061
	Iteration 70Q: 3 clusters Score -1.901629e+07 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93535 members 
Mstep: Class 2 contains 54407 members 
Entering Unmasked Estep 
Score: -19016264.000000 Penalty: 3868.987061
	Iteration 71Q: 3 clusters Score -1.901626e+07 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94483 members 
Mstep: Class 2 contains 53459 members 
Entering Unmasked Estep 
Score: -19016256.000000 Penalty: 3868.987061
	Iteration 72Q: 3 clusters Score -1.901626e+07 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95378 members 
Mstep: Class 2 contains 52564 members 
Entering Unmasked Estep 
Score: -19016284.000000 Penalty: 3868.987061
	Iteration 73Q: 3 clusters Score -1.901628e+07 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96233 members 
Mstep: Class 2 contains 51709 members 
Entering Unmasked Estep 
Score: -19016292.000000 Penalty: 3868.987061
	Iteration 74Q: 3 clusters Score -1.901629e+07 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97007 members 
Mstep: Class 2 contains 50935 members 
Entering Unmasked Estep 
Score: -19016358.000000 Penalty: 3868.987061
	Iteration 75Q: 3 clusters Score -1.901636e+07 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97772 members 
Mstep: Class 2 contains 50170 members 
Entering Unmasked Estep 
Score: -19016280.000000 Penalty: 3868.987061
	Iteration 76Q: 3 clusters Score -1.901628e+07 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98502 members 
Mstep: Class 2 contains 49440 members 
Entering Unmasked Estep 
Score: -19016272.000000 Penalty: 3868.987061
	Iteration 77Q: 3 clusters Score -1.901627e+07 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99264 members 
Mstep: Class 2 contains 48678 members 
Entering Unmasked Estep 
Score: -19016276.000000 Penalty: 3868.987061
	Iteration 78Q: 3 clusters Score -1.901628e+07 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100007 members 
Mstep: Class 2 contains 47935 members 
Entering Unmasked Estep 
Score: -19016316.000000 Penalty: 3868.987061
	Iteration 79Q: 3 clusters Score -1.901632e+07 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100747 members 
Mstep: Class 2 contains 47195 members 
Entering Unmasked Estep 
Score: -19016420.000000 Penalty: 3868.987061
	Iteration 80F: 3 clusters Score -1.901642e+07 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101431 members 
Mstep: Class 2 contains 46511 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -1.901648e+07 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102141 members 
Mstep: Class 2 contains 45801 members 
Entering Unmasked Estep 
Score: -19016522.000000 Penalty: 3868.987061
	Iteration 82Q: 3 clusters Score -1.901652e+07 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102853 members 
Mstep: Class 2 contains 45089 members 
Entering Unmasked Estep 
Score: -19016512.000000 Penalty: 3868.987061
	Iteration 83Q: 3 clusters Score -1.901651e+07 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103564 members 
Mstep: Class 2 contains 44378 members 
Entering Unmasked Estep 
Score: -19016560.000000 Penalty: 3868.987061
	Iteration 84Q: 3 clusters Score -1.901656e+07 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104270 members 
Mstep: Class 2 contains 43672 members 
Entering Unmasked Estep 
Score: -19016570.000000 Penalty: 3868.987061
	Iteration 85Q: 3 clusters Score -1.901657e+07 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104979 members 
Mstep: Class 2 contains 42963 members 
Entering Unmasked Estep 
Score: -19016608.000000 Penalty: 3868.987061
	Iteration 86Q: 3 clusters Score -1.901661e+07 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105667 members 
Mstep: Class 2 contains 42275 members 
Entering Unmasked Estep 
Score: -19016642.000000 Penalty: 3868.987061
	Iteration 87Q: 3 clusters Score -1.901664e+07 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106357 members 
Mstep: Class 2 contains 41585 members 
Entering Unmasked Estep 
Score: -19016730.000000 Penalty: 3868.987061
	Iteration 88Q: 3 clusters Score -1.901673e+07 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107104 members 
Mstep: Class 2 contains 40838 members 
Entering Unmasked Estep 
Score: -19016770.000000 Penalty: 3868.987061
	Iteration 89Q: 3 clusters Score -1.901677e+07 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107805 members 
Mstep: Class 2 contains 40137 members 
Entering Unmasked Estep 
Score: -19016772.000000 Penalty: 3868.987061
	Iteration 90Q: 3 clusters Score -1.901677e+07 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108495 members 
Mstep: Class 2 contains 39447 members 
Entering Unmasked Estep 
Score: -19016822.000000 Penalty: 3868.987061
	Iteration 91Q: 3 clusters Score -1.901682e+07 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109191 members 
Mstep: Class 2 contains 38751 members 
Entering Unmasked Estep 
Score: -19016820.000000 Penalty: 3868.987061
	Iteration 92Q: 3 clusters Score -1.901682e+07 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109876 members 
Mstep: Class 2 contains 38066 members 
Entering Unmasked Estep 
Score: -19016782.000000 Penalty: 3868.987061
	Iteration 93Q: 3 clusters Score -1.901678e+07 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110636 members 
Mstep: Class 2 contains 37306 members 
Entering Unmasked Estep 
Score: -19016820.000000 Penalty: 3868.987061
	Iteration 94Q: 3 clusters Score -1.901682e+07 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111434 members 
Mstep: Class 2 contains 36508 members 
Entering Unmasked Estep 
Score: -19016820.000000 Penalty: 3868.987061
	Iteration 95Q: 3 clusters Score -1.901682e+07 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112167 members 
Mstep: Class 2 contains 35775 members 
Entering Unmasked Estep 
Score: -19016912.000000 Penalty: 3868.987061
	Iteration 96Q: 3 clusters Score -1.901691e+07 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112959 members 
Mstep: Class 2 contains 34983 members 
Entering Unmasked Estep 
Score: -19017090.000000 Penalty: 3868.987061
	Iteration 97Q: 3 clusters Score -1.901709e+07 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113760 members 
Mstep: Class 2 contains 34182 members 
Entering Unmasked Estep 
Score: -19017260.000000 Penalty: 3868.987061
	Iteration 98Q: 3 clusters Score -1.901726e+07 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114576 members 
Mstep: Class 2 contains 33366 members 
Entering Unmasked Estep 
Score: -19017410.000000 Penalty: 3868.987061
	Iteration 99Q: 3 clusters Score -1.901741e+07 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115416 members 
Mstep: Class 2 contains 32526 members 
Entering Unmasked Estep 
Score: -19017430.000000 Penalty: 3868.987061
	Iteration 100F: 3 clusters Score -1.901743e+07 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116243 members 
Mstep: Class 2 contains 31699 members 
Entering Unmasked Estep 
Score: -19017420.000000 Penalty: 3868.987061
	Iteration 101Q: 3 clusters Score -1.901742e+07 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117086 members 
Mstep: Class 2 contains 30856 members 
Entering Unmasked Estep 
Score: -19017378.000000 Penalty: 3868.987061
	Iteration 102Q: 3 clusters Score -1.901738e+07 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117915 members 
Mstep: Class 2 contains 30027 members 
Entering Unmasked Estep 
Score: -19017398.000000 Penalty: 3868.987061
	Iteration 103Q: 3 clusters Score -1.90174e+07 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118759 members 
Mstep: Class 2 contains 29183 members 
Entering Unmasked Estep 
Score: -19017364.000000 Penalty: 3868.987061
	Iteration 104Q: 3 clusters Score -1.901736e+07 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119604 members 
Mstep: Class 2 contains 28338 members 
Entering Unmasked Estep 
Score: -19017360.000000 Penalty: 3868.987061
	Iteration 105Q: 3 clusters Score -1.901736e+07 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120417 members 
Mstep: Class 2 contains 27525 members 
Entering Unmasked Estep 
Score: -19017432.000000 Penalty: 3868.987061
	Iteration 106Q: 3 clusters Score -1.901743e+07 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121292 members 
Mstep: Class 2 contains 26650 members 
Entering Unmasked Estep 
Score: -19017362.000000 Penalty: 3868.987061
	Iteration 107Q: 3 clusters Score -1.901736e+07 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122191 members 
Mstep: Class 2 contains 25751 members 
Entering Unmasked Estep 
Score: -19017270.000000 Penalty: 3868.987061
	Iteration 108Q: 3 clusters Score -1.901727e+07 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123073 members 
Mstep: Class 2 contains 24869 members 
Entering Unmasked Estep 
Score: -19017164.000000 Penalty: 3868.987061
	Iteration 109Q: 3 clusters Score -1.901716e+07 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124024 members 
Mstep: Class 2 contains 23918 members 
Entering Unmasked Estep 
Score: -19017034.000000 Penalty: 3868.987061
	Iteration 110Q: 3 clusters Score -1.901703e+07 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124943 members 
Mstep: Class 2 contains 22999 members 
Entering Unmasked Estep 
Score: -19016914.000000 Penalty: 3868.987061
	Iteration 111Q: 3 clusters Score -1.901691e+07 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125897 members 
Mstep: Class 2 contains 22045 members 
Entering Unmasked Estep 
Score: -19016804.000000 Penalty: 3868.987061
	Iteration 112Q: 3 clusters Score -1.90168e+07 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126877 members 
Mstep: Class 2 contains 21065 members 
Entering Unmasked Estep 
Score: -19016546.000000 Penalty: 3868.987061
	Iteration 113Q: 3 clusters Score -1.901655e+07 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127853 members 
Mstep: Class 2 contains 20089 members 
Entering Unmasked Estep 
Score: -19016368.000000 Penalty: 3868.987061
	Iteration 114Q: 3 clusters Score -1.901637e+07 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128844 members 
Mstep: Class 2 contains 19098 members 
Entering Unmasked Estep 
Score: -19016108.000000 Penalty: 3868.987061
	Iteration 115Q: 3 clusters Score -1.901611e+07 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129880 members 
Mstep: Class 2 contains 18062 members 
Entering Unmasked Estep 
Score: -19015876.000000 Penalty: 3868.987061
	Iteration 116Q: 3 clusters Score -1.901588e+07 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130932 members 
Mstep: Class 2 contains 17010 members 
Entering Unmasked Estep 
Score: -19015774.000000 Penalty: 3868.987061
	Iteration 117Q: 3 clusters Score -1.901577e+07 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131948 members 
Mstep: Class 2 contains 15994 members 
Entering Unmasked Estep 
Score: -19015614.000000 Penalty: 3868.987061
	Iteration 118Q: 3 clusters Score -1.901561e+07 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132944 members 
Mstep: Class 2 contains 14998 members 
Entering Unmasked Estep 
Score: -19015484.000000 Penalty: 3868.987061
	Iteration 119Q: 3 clusters Score -1.901548e+07 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133964 members 
Mstep: Class 2 contains 13978 members 
Entering Unmasked Estep 
Score: -19015392.000000 Penalty: 3868.987061
	Iteration 120F: 3 clusters Score -1.901539e+07 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134911 members 
Mstep: Class 2 contains 13031 members 
Entering Unmasked Estep 
Score: -19015300.000000 Penalty: 3868.987061
	Iteration 121Q: 3 clusters Score -1.90153e+07 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135882 members 
Mstep: Class 2 contains 12060 members 
Entering Unmasked Estep 
Score: -19015074.000000 Penalty: 3868.987061
	Iteration 122Q: 3 clusters Score -1.901507e+07 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136805 members 
Mstep: Class 2 contains 11137 members 
Entering Unmasked Estep 
Score: -19015022.000000 Penalty: 3868.987061
	Iteration 123Q: 3 clusters Score -1.901502e+07 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137697 members 
Mstep: Class 2 contains 10245 members 
Entering Unmasked Estep 
Score: -19014958.000000 Penalty: 3868.987061
	Iteration 124Q: 3 clusters Score -1.901496e+07 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138544 members 
Mstep: Class 2 contains 9398 members 
Entering Unmasked Estep 
Score: -19014848.000000 Penalty: 3868.987061
	Iteration 125Q: 3 clusters Score -1.901485e+07 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139322 members 
Mstep: Class 2 contains 8620 members 
Entering Unmasked Estep 
Score: -19014768.000000 Penalty: 3868.987061
	Iteration 126Q: 3 clusters Score -1.901477e+07 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140011 members 
Mstep: Class 2 contains 7931 members 
Entering Unmasked Estep 
Score: -19014838.000000 Penalty: 3868.987061
	Iteration 127Q: 3 clusters Score -1.901484e+07 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140672 members 
Mstep: Class 2 contains 7270 members 
Entering Unmasked Estep 
Score: -19014814.000000 Penalty: 3868.987061
	Iteration 128Q: 3 clusters Score -1.901481e+07 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141273 members 
Mstep: Class 2 contains 6669 members 
Entering Unmasked Estep 
Score: -19014796.000000 Penalty: 3868.987061
	Iteration 129Q: 3 clusters Score -1.90148e+07 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141837 members 
Mstep: Class 2 contains 6105 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -1.90148e+07 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142347 members 
Mstep: Class 2 contains 5595 members 
Entering Unmasked Estep 
Score: -19014770.000000 Penalty: 3868.987061
	Iteration 131Q: 3 clusters Score -1.901477e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142809 members 
Mstep: Class 2 contains 5133 members 
Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -1.90148e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143210 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -19014758.000000 Penalty: 3868.987061
	Iteration 133Q: 3 clusters Score -1.901476e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143540 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -1.90147e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143826 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -19014658.000000 Penalty: 3868.987061
	Iteration 135Q: 3 clusters Score -1.901466e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144093 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -19014676.000000 Penalty: 3868.987061
	Iteration 136Q: 3 clusters Score -1.901468e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144293 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -19014642.000000 Penalty: 3868.987061
	Iteration 137Q: 3 clusters Score -1.901464e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144472 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -19014672.000000 Penalty: 3868.987061
	Iteration 138Q: 3 clusters Score -1.901467e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144620 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -19014602.000000 Penalty: 3868.987061
	Iteration 139Q: 3 clusters Score -1.90146e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144753 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -19014598.000000 Penalty: 3868.987061
	Iteration 140F: 3 clusters Score -1.90146e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144877 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -19014604.000000 Penalty: 3868.987061
	Iteration 141Q: 3 clusters Score -1.90146e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144991 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -19014606.000000 Penalty: 3868.987061
	Iteration 142Q: 3 clusters Score -1.901461e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145091 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -19014570.000000 Penalty: 3868.987061
	Iteration 143Q: 3 clusters Score -1.901457e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145182 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -19014582.000000 Penalty: 3868.987061
	Iteration 144Q: 3 clusters Score -1.901458e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145248 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -19014538.000000 Penalty: 3868.987061
	Iteration 145Q: 3 clusters Score -1.901454e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145299 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -19014532.000000 Penalty: 3868.987061
	Iteration 146Q: 3 clusters Score -1.901453e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145344 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -19014544.000000 Penalty: 3868.987061
	Iteration 147Q: 3 clusters Score -1.901454e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145391 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -19014552.000000 Penalty: 3868.987061
	Iteration 148Q: 3 clusters Score -1.901455e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145429 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -19014552.000000 Penalty: 3868.987061
	Iteration 149Q: 3 clusters Score -1.901455e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145471 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -19014570.000000 Penalty: 3868.987061
	Iteration 150Q: 3 clusters Score -1.901457e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145497 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -19014572.000000 Penalty: 3868.987061
	Iteration 151Q: 3 clusters Score -1.901457e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145523 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -19014582.000000 Penalty: 3868.987061
	Iteration 152Q: 3 clusters Score -1.901458e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145566 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -19014562.000000 Penalty: 3868.987061
	Iteration 153Q: 3 clusters Score -1.901456e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145589 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -19014564.000000 Penalty: 3868.987061
	Iteration 154Q: 3 clusters Score -1.901456e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145607 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -19014578.000000 Penalty: 3868.987061
	Iteration 155Q: 3 clusters Score -1.901458e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145624 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -19014578.000000 Penalty: 3868.987061
	Iteration 156Q: 3 clusters Score -1.901458e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145638 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -19014578.000000 Penalty: 3868.987061
	Iteration 157Q: 3 clusters Score -1.901458e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145652 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -19014586.000000 Penalty: 3868.987061
	Iteration 158Q: 3 clusters Score -1.901459e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145666 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -19014586.000000 Penalty: 3868.987061
	Iteration 159Q: 3 clusters Score -1.901459e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145677 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -19014580.000000 Penalty: 3868.987061
	Iteration 160F: 3 clusters Score -1.901458e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145687 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -19014568.000000 Penalty: 3868.987061
	Iteration 161Q: 3 clusters Score -1.901457e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145692 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -19014568.000000 Penalty: 3868.987061
	Iteration 162Q: 3 clusters Score -1.901457e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145700 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -19014566.000000 Penalty: 3868.987061
	Iteration 163Q: 3 clusters Score -1.901457e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145703 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -19014586.000000 Penalty: 3868.987061
	Iteration 164Q: 3 clusters Score -1.901459e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145710 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -19014568.000000 Penalty: 3868.987061
	Iteration 165Q: 3 clusters Score -1.901457e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145718 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -19014548.000000 Penalty: 3868.987061
	Iteration 166Q: 3 clusters Score -1.901455e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145730 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -19014560.000000 Penalty: 3868.987061
	Iteration 167Q: 3 clusters Score -1.901456e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145743 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -19014558.000000 Penalty: 3868.987061
	Iteration 168Q: 3 clusters Score -1.901456e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145755 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -19014548.000000 Penalty: 3868.987061
	Iteration 169Q: 3 clusters Score -1.901455e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145763 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -19014562.000000 Penalty: 3868.987061
	Iteration 170Q: 3 clusters Score -1.901456e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145781 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -19014560.000000 Penalty: 3868.987061
	Iteration 171Q: 3 clusters Score -1.901456e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145796 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -19014552.000000 Penalty: 3868.987061
	Iteration 172Q: 3 clusters Score -1.901455e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145814 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -19014558.000000 Penalty: 3868.987061
	Iteration 173Q: 3 clusters Score -1.901456e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145830 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -19014562.000000 Penalty: 3868.987061
	Iteration 174Q: 3 clusters Score -1.901456e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145842 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -19014570.000000 Penalty: 3868.987061
	Iteration 175Q: 3 clusters Score -1.901457e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145847 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -19014580.000000 Penalty: 3868.987061
	Iteration 176Q: 3 clusters Score -1.901458e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145852 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -19014578.000000 Penalty: 3868.987061
	Iteration 177Q: 3 clusters Score -1.901458e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145856 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -19014584.000000 Penalty: 3868.987061
	Iteration 178Q: 3 clusters Score -1.901458e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145863 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -19014582.000000 Penalty: 3868.987061
	Iteration 179Q: 3 clusters Score -1.901458e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145871 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -19014580.000000 Penalty: 3868.987061
	Iteration 180F: 3 clusters Score -1.901458e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145874 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -19014580.000000 Penalty: 3868.987061
	Iteration 181Q: 3 clusters Score -1.901458e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145882 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -19014594.000000 Penalty: 3868.987061
	Iteration 182Q: 3 clusters Score -1.901459e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145888 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -19014602.000000 Penalty: 3868.987061
	Iteration 183Q: 3 clusters Score -1.90146e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145894 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -19014602.000000 Penalty: 3868.987061
	Iteration 184Q: 3 clusters Score -1.90146e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145897 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -19014598.000000 Penalty: 3868.987061
	Iteration 185Q: 3 clusters Score -1.90146e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145899 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -19014596.000000 Penalty: 3868.987061
	Iteration 186Q: 3 clusters Score -1.90146e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145902 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -19014602.000000 Penalty: 3868.987061
	Iteration 187Q: 3 clusters Score -1.90146e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145904 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -19014604.000000 Penalty: 3868.987061
	Iteration 188Q: 3 clusters Score -1.90146e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145904 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -19014598.000000 Penalty: 3868.987061
	Iteration 189Q: 3 clusters Score -1.90146e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145904 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -19014600.000000 Penalty: 3868.987061
	Iteration 190Q: 3 clusters Score -1.90146e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145905 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -19014598.000000 Penalty: 3868.987061
	Iteration 191Q: 3 clusters Score -1.90146e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145907 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -19014604.000000 Penalty: 3868.987061
	Iteration 192Q: 3 clusters Score -1.90146e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145912 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -19014586.000000 Penalty: 3868.987061
	Iteration 193Q: 3 clusters Score -1.901459e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145919 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -19014608.000000 Penalty: 3868.987061
	Iteration 194Q: 3 clusters Score -1.901461e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145924 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -19014608.000000 Penalty: 3868.987061
	Iteration 195Q: 3 clusters Score -1.901461e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145939 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -19014604.000000 Penalty: 3868.987061
	Iteration 196Q: 3 clusters Score -1.90146e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145950 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -19014616.000000 Penalty: 3868.987061
	Iteration 197Q: 3 clusters Score -1.901462e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145958 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -19014634.000000 Penalty: 3868.987061
	Iteration 198Q: 3 clusters Score -1.901463e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145967 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -19014636.000000 Penalty: 3868.987061
	Iteration 199Q: 3 clusters Score -1.901464e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145972 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -19014636.000000 Penalty: 3868.987061
	Iteration 200F: 3 clusters Score -1.901464e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145980 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -19014634.000000 Penalty: 3868.987061
	Iteration 201Q: 3 clusters Score -1.901463e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145985 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -19014630.000000 Penalty: 3868.987061
	Iteration 202Q: 3 clusters Score -1.901463e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145990 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -19014640.000000 Penalty: 3868.987061
	Iteration 203Q: 3 clusters Score -1.901464e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145999 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -19014614.000000 Penalty: 3868.987061
	Iteration 204Q: 3 clusters Score -1.901461e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146003 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -19014610.000000 Penalty: 3868.987061
	Iteration 205Q: 3 clusters Score -1.901461e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146003 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -19014612.000000 Penalty: 3868.987061
	Iteration 206Q: 3 clusters Score -1.901461e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146005 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -19014606.000000 Penalty: 3868.987061
	Iteration 207Q: 3 clusters Score -1.901461e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146007 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -19014596.000000 Penalty: 3868.987061
	Iteration 208Q: 3 clusters Score -1.90146e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146010 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -19014586.000000 Penalty: 3868.987061
	Iteration 209Q: 3 clusters Score -1.901459e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146010 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -19014586.000000 Penalty: 3868.987061
	Iteration 210F: 3 clusters Score -1.901459e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (11569 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11569 members 
Entering Unmasked Estep 
Score: -1317340.500000 Penalty: 1520.363770
	Iteration 0F: 2 clusters Score -1317340 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5770 members 
Mstep: Class 2 contains 5799 members 
Entering Unmasked Estep 
Score: -1309180.000000 Penalty: 3040.727539
	Iteration 0F: 3 clusters Score -1309180 nChanged 5031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5751 members 
Mstep: Class 2 contains 5818 members 
Entering Unmasked Estep 
Score: -1312100.750000 Penalty: 3040.727539
	Iteration 1F: 3 clusters Score -1312101 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5776 members 
Mstep: Class 2 contains 5793 members 
Entering Unmasked Estep 
Score: -1312697.125000 Penalty: 3040.727539
	Iteration 2F: 3 clusters Score -1312697 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5769 members 
Mstep: Class 2 contains 5800 members 
Entering Unmasked Estep 
Score: -1313356.125000 Penalty: 3040.727539
	Iteration 3F: 3 clusters Score -1313356 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5746 members 
Mstep: Class 2 contains 5823 members 
Entering Unmasked Estep 
Score: -1314026.875000 Penalty: 3040.727539
	Iteration 4F: 3 clusters Score -1314027 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5721 members 
Mstep: Class 2 contains 5848 members 
Entering Unmasked Estep 
Score: -1314539.500000 Penalty: 3040.727539
	Iteration 5F: 3 clusters Score -1314540 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5713 members 
Mstep: Class 2 contains 5856 members 
Entering Unmasked Estep 
Score: -1314857.625000 Penalty: 3040.727539
	Iteration 6F: 3 clusters Score -1314858 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5730 members 
Mstep: Class 2 contains 5839 members 
Entering Unmasked Estep 
Score: -1315051.000000 Penalty: 3040.727539
	Iteration 7Q: 3 clusters Score -1315051 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5729 members 
Mstep: Class 2 contains 5840 members 
Entering Unmasked Estep 
Score: -1315194.250000 Penalty: 3040.727539
	Iteration 8Q: 3 clusters Score -1315194 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Mstep: Class 2 contains 5845 members 
Entering Unmasked Estep 
Score: -1315286.375000 Penalty: 3040.727539
	Iteration 9Q: 3 clusters Score -1315286 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5697 members 
Mstep: Class 2 contains 5872 members 
Entering Unmasked Estep 
Score: -1315353.625000 Penalty: 3040.727539
	Iteration 10Q: 3 clusters Score -1315354 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5678 members 
Mstep: Class 2 contains 5891 members 
Entering Unmasked Estep 
Score: -1315400.500000 Penalty: 3040.727539
	Iteration 11Q: 3 clusters Score -1315400 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5658 members 
Mstep: Class 2 contains 5911 members 
Entering Unmasked Estep 
Score: -1315441.000000 Penalty: 3040.727539
	Iteration 12Q: 3 clusters Score -1315441 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5622 members 
Mstep: Class 2 contains 5947 members 
Entering Unmasked Estep 
Score: -1315483.250000 Penalty: 3040.727539
	Iteration 13Q: 3 clusters Score -1315483 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5581 members 
Mstep: Class 2 contains 5988 members 
Entering Unmasked Estep 
Score: -1315519.125000 Penalty: 3040.727539
	Iteration 14Q: 3 clusters Score -1315519 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 6009 members 
Entering Unmasked Estep 
Score: -1315543.875000 Penalty: 3040.727539
	Iteration 15Q: 3 clusters Score -1315544 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 6033 members 
Entering Unmasked Estep 
Score: -1315563.875000 Penalty: 3040.727539
	Iteration 16Q: 3 clusters Score -1315564 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5505 members 
Mstep: Class 2 contains 6064 members 
Entering Unmasked Estep 
Score: -1315581.875000 Penalty: 3040.727539
	Iteration 17Q: 3 clusters Score -1315582 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5462 members 
Mstep: Class 2 contains 6107 members 
Entering Unmasked Estep 
Score: -1315600.375000 Penalty: 3040.727539
	Iteration 18Q: 3 clusters Score -1315600 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5426 members 
Mstep: Class 2 contains 6143 members 
Entering Unmasked Estep 
Score: -1315611.750000 Penalty: 3040.727539
	Iteration 19Q: 3 clusters Score -1315612 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5389 members 
Mstep: Class 2 contains 6180 members 
Entering Unmasked Estep 
Score: -1315629.250000 Penalty: 3040.727539
	Iteration 20F: 3 clusters Score -1315629 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 6210 members 
Entering Unmasked Estep 
Score: -1315645.000000 Penalty: 3040.727539
	Iteration 21Q: 3 clusters Score -1315645 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 6236 members 
Entering Unmasked Estep 
Score: -1315660.125000 Penalty: 3040.727539
	Iteration 22Q: 3 clusters Score -1315660 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5312 members 
Mstep: Class 2 contains 6257 members 
Entering Unmasked Estep 
Score: -1315667.625000 Penalty: 3040.727539
	Iteration 23Q: 3 clusters Score -1315668 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 6283 members 
Entering Unmasked Estep 
Score: -1315672.250000 Penalty: 3040.727539
	Iteration 24Q: 3 clusters Score -1315672 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 6309 members 
Entering Unmasked Estep 
Score: -1315678.875000 Penalty: 3040.727539
	Iteration 25Q: 3 clusters Score -1315679 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 6332 members 
Entering Unmasked Estep 
Score: -1315681.375000 Penalty: 3040.727539
	Iteration 26Q: 3 clusters Score -1315681 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5216 members 
Mstep: Class 2 contains 6353 members 
Entering Unmasked Estep 
Score: -1315689.625000 Penalty: 3040.727539
	Iteration 27Q: 3 clusters Score -1315690 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 6372 members 
Entering Unmasked Estep 
Score: -1315691.125000 Penalty: 3040.727539
	Iteration 28Q: 3 clusters Score -1315691 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Mstep: Class 2 contains 6391 members 
Entering Unmasked Estep 
Score: -1315696.250000 Penalty: 3040.727539
	Iteration 29Q: 3 clusters Score -1315696 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5167 members 
Mstep: Class 2 contains 6402 members 
Entering Unmasked Estep 
Score: -1315702.375000 Penalty: 3040.727539
	Iteration 30Q: 3 clusters Score -1315702 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 6418 members 
Entering Unmasked Estep 
Score: -1315704.000000 Penalty: 3040.727539
	Iteration 31Q: 3 clusters Score -1315704 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 6435 members 
Entering Unmasked Estep 
Score: -1315706.125000 Penalty: 3040.727539
	Iteration 32Q: 3 clusters Score -1315706 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Mstep: Class 2 contains 6452 members 
Entering Unmasked Estep 
Score: -1315707.500000 Penalty: 3040.727539
	Iteration 33Q: 3 clusters Score -1315708 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 6465 members 
Entering Unmasked Estep 
Score: -1315710.875000 Penalty: 3040.727539
	Iteration 34Q: 3 clusters Score -1315711 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5093 members 
Mstep: Class 2 contains 6476 members 
Entering Unmasked Estep 
Score: -1315711.500000 Penalty: 3040.727539
	Iteration 35Q: 3 clusters Score -1315712 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 6485 members 
Entering Unmasked Estep 
Score: -1315713.625000 Penalty: 3040.727539
	Iteration 36Q: 3 clusters Score -1315714 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5071 members 
Mstep: Class 2 contains 6498 members 
Entering Unmasked Estep 
Score: -1315715.750000 Penalty: 3040.727539
	Iteration 37Q: 3 clusters Score -1315716 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 6511 members 
Entering Unmasked Estep 
Score: -1315717.125000 Penalty: 3040.727539
	Iteration 38Q: 3 clusters Score -1315717 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 6522 members 
Entering Unmasked Estep 
Score: -1315716.000000 Penalty: 3040.727539
	Iteration 39Q: 3 clusters Score -1315716 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Mstep: Class 2 contains 6529 members 
Entering Unmasked Estep 
Score: -1315718.250000 Penalty: 3040.727539
	Iteration 40F: 3 clusters Score -1315718 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 6533 members 
Entering Unmasked Estep 
Score: -1315722.250000 Penalty: 3040.727539
	Iteration 41Q: 3 clusters Score -1315722 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 6545 members 
Entering Unmasked Estep 
Score: -1315721.625000 Penalty: 3040.727539
	Iteration 42Q: 3 clusters Score -1315722 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 6557 members 
Entering Unmasked Estep 
Score: -1315725.625000 Penalty: 3040.727539
	Iteration 43Q: 3 clusters Score -1315726 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Mstep: Class 2 contains 6571 members 
Entering Unmasked Estep 
Score: -1315727.875000 Penalty: 3040.727539
	Iteration 44Q: 3 clusters Score -1315728 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 6584 members 
Entering Unmasked Estep 
Score: -1315730.500000 Penalty: 3040.727539
	Iteration 45Q: 3 clusters Score -1315730 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 6602 members 
Entering Unmasked Estep 
Score: -1315724.875000 Penalty: 3040.727539
	Iteration 46Q: 3 clusters Score -1315725 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 6617 members 
Entering Unmasked Estep 
Score: -1315731.000000 Penalty: 3040.727539
	Iteration 47Q: 3 clusters Score -1315731 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Mstep: Class 2 contains 6622 members 
Entering Unmasked Estep 
Score: -1315730.500000 Penalty: 3040.727539
	Iteration 48Q: 3 clusters Score -1315730 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 6628 members 
Entering Unmasked Estep 
Score: -1315732.000000 Penalty: 3040.727539
	Iteration 49Q: 3 clusters Score -1315732 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 6636 members 
Entering Unmasked Estep 
Score: -1315734.500000 Penalty: 3040.727539
	Iteration 50Q: 3 clusters Score -1315734 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 6640 members 
Entering Unmasked Estep 
Score: -1315730.750000 Penalty: 3040.727539
	Iteration 51Q: 3 clusters Score -1315731 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4926 members 
Mstep: Class 2 contains 6643 members 
Entering Unmasked Estep 
Score: -1315731.500000 Penalty: 3040.727539
	Iteration 52Q: 3 clusters Score -1315732 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4926 members 
Mstep: Class 2 contains 6643 members 
Entering Unmasked Estep 
Score: -1315733.500000 Penalty: 3040.727539
	Iteration 53Q: 3 clusters Score -1315734 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 6644 members 
Entering Unmasked Estep 
Score: -1315733.500000 Penalty: 3040.727539
	Iteration 54Q: 3 clusters Score -1315734 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 6646 members 
Entering Unmasked Estep 
Score: -1315733.750000 Penalty: 3040.727539
	Iteration 55Q: 3 clusters Score -1315734 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4922 members 
Mstep: Class 2 contains 6647 members 
Entering Unmasked Estep 
Score: -1315734.500000 Penalty: 3040.727539
	Iteration 56Q: 3 clusters Score -1315734 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4922 members 
Mstep: Class 2 contains 6647 members 
Entering Unmasked Estep 
Score: -1315734.500000 Penalty: 3040.727539
	Iteration 57F: 3 clusters Score -1315734 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (1762 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Entering Unmasked Estep 
Score: -211699.875000 Penalty: 1214.558350
	Iteration 0F: 2 clusters Score -211699.9 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 894 members 
Entering Unmasked Estep 
Score: -209769.812500 Penalty: 2429.116699
	Iteration 0F: 3 clusters Score -209769.8 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -210251.125000 Penalty: 2429.116699
	Iteration 1F: 3 clusters Score -210251.1 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -210400.062500 Penalty: 2429.116699
	Iteration 2F: 3 clusters Score -210400.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -210484.703125 Penalty: 2429.116699
	Iteration 3F: 3 clusters Score -210484.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -210567.500000 Penalty: 2429.116699
	Iteration 4Q: 3 clusters Score -210567.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -210650.531250 Penalty: 2429.116699
	Iteration 5Q: 3 clusters Score -210650.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -210703.937500 Penalty: 2429.116699
	Iteration 6Q: 3 clusters Score -210703.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -210754.062500 Penalty: 2429.116699
	Iteration 7Q: 3 clusters Score -210754.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -210805.343750 Penalty: 2429.116699
	Iteration 8Q: 3 clusters Score -210805.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -210840.406250 Penalty: 2429.116699
	Iteration 9Q: 3 clusters Score -210840.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -210869.406250 Penalty: 2429.116699
	Iteration 10Q: 3 clusters Score -210869.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -210897.218750 Penalty: 2429.116699
	Iteration 11Q: 3 clusters Score -210897.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -210929.484375 Penalty: 2429.116699
	Iteration 12Q: 3 clusters Score -210929.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -210998.000000 Penalty: 2429.116699
	Iteration 13Q: 3 clusters Score -210998 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -211080.656250 Penalty: 2429.116699
	Iteration 14Q: 3 clusters Score -211080.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -211160.671875 Penalty: 2429.116699
	Iteration 15Q: 3 clusters Score -211160.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -211223.312500 Penalty: 2429.116699
	Iteration 16Q: 3 clusters Score -211223.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -211280.750000 Penalty: 2429.116699
	Iteration 17Q: 3 clusters Score -211280.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -211322.812500 Penalty: 2429.116699
	Iteration 18Q: 3 clusters Score -211322.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -211350.937500 Penalty: 2429.116699
	Iteration 19Q: 3 clusters Score -211350.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -211387.312500 Penalty: 2429.116699
	Iteration 20F: 3 clusters Score -211387.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -211428.484375 Penalty: 2429.116699
	Iteration 21Q: 3 clusters Score -211428.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -211457.593750 Penalty: 2429.116699
	Iteration 22Q: 3 clusters Score -211457.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -211478.093750 Penalty: 2429.116699
	Iteration 23Q: 3 clusters Score -211478.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -211491.187500 Penalty: 2429.116699
	Iteration 24Q: 3 clusters Score -211491.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -211504.406250 Penalty: 2429.116699
	Iteration 25Q: 3 clusters Score -211504.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -211515.031250 Penalty: 2429.116699
	Iteration 26Q: 3 clusters Score -211515 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -211520.140625 Penalty: 2429.116699
	Iteration 27Q: 3 clusters Score -211520.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -211520.140625 Penalty: 2429.116699
	Iteration 28F: 3 clusters Score -211520.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (22600 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22600 members 
Entering Unmasked Estep 
Score: -2878647.250000 Penalty: 1629.177124
	Iteration 0F: 2 clusters Score -2878647 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11285 members 
Mstep: Class 2 contains 11315 members 
Entering Unmasked Estep 
Score: -2863284.500000 Penalty: 3258.354248
	Iteration 0F: 3 clusters Score -2863284 nChanged 10277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11340 members 
Mstep: Class 2 contains 11260 members 
Entering Unmasked Estep 
Score: -2868937.750000 Penalty: 3258.354248
	Iteration 1F: 3 clusters Score -2868938 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11476 members 
Mstep: Class 2 contains 11124 members 
Entering Unmasked Estep 
Score: -2869253.500000 Penalty: 3258.354248
	Iteration 2Q: 3 clusters Score -2869254 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11683 members 
Mstep: Class 2 contains 10917 members 
Entering Unmasked Estep 
Score: -2869535.750000 Penalty: 3258.354248
	Iteration 3Q: 3 clusters Score -2869536 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12008 members 
Mstep: Class 2 contains 10592 members 
Entering Unmasked Estep 
Score: -2869793.250000 Penalty: 3258.354248
	Iteration 4Q: 3 clusters Score -2869793 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12441 members 
Mstep: Class 2 contains 10159 members 
Entering Unmasked Estep 
Score: -2870092.250000 Penalty: 3258.354248
	Iteration 5Q: 3 clusters Score -2870092 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12995 members 
Mstep: Class 2 contains 9605 members 
Entering Unmasked Estep 
Score: -2870449.500000 Penalty: 3258.354248
	Iteration 6Q: 3 clusters Score -2870450 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13700 members 
Mstep: Class 2 contains 8900 members 
Entering Unmasked Estep 
Score: -2870908.750000 Penalty: 3258.354248
	Iteration 7Q: 3 clusters Score -2870909 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14606 members 
Mstep: Class 2 contains 7994 members 
Entering Unmasked Estep 
Score: -2871547.000000 Penalty: 3258.354248
	Iteration 8F: 3 clusters Score -2871547 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15728 members 
Mstep: Class 2 contains 6872 members 
Entering Unmasked Estep 
Score: -2872427.750000 Penalty: 3258.354248
	Iteration 9F: 3 clusters Score -2872428 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16921 members 
Mstep: Class 2 contains 5679 members 
Entering Unmasked Estep 
Score: -2873367.250000 Penalty: 3258.354248
	Iteration 10F: 3 clusters Score -2873367 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18033 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -2874227.500000 Penalty: 3258.354248
	Iteration 11F: 3 clusters Score -2874228 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19045 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -2874972.000000 Penalty: 3258.354248
	Iteration 12Q: 3 clusters Score -2874972 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19885 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -2875558.000000 Penalty: 3258.354248
	Iteration 13Q: 3 clusters Score -2875558 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20545 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -2876003.250000 Penalty: 3258.354248
	Iteration 14Q: 3 clusters Score -2876003 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21064 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -2876379.000000 Penalty: 3258.354248
	Iteration 15Q: 3 clusters Score -2876379 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21459 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -2876672.250000 Penalty: 3258.354248
	Iteration 16Q: 3 clusters Score -2876672 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21733 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -2876893.000000 Penalty: 3258.354248
	Iteration 17Q: 3 clusters Score -2876893 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21894 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -2877015.500000 Penalty: 3258.354248
	Iteration 18Q: 3 clusters Score -2877016 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21996 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -2877113.750000 Penalty: 3258.354248
	Iteration 19Q: 3 clusters Score -2877114 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22069 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -2877182.000000 Penalty: 3258.354248
	Iteration 20F: 3 clusters Score -2877182 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22121 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -2877221.750000 Penalty: 3258.354248
	Iteration 21Q: 3 clusters Score -2877222 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22155 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -2877250.250000 Penalty: 3258.354248
	Iteration 22Q: 3 clusters Score -2877250 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22177 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -2877286.250000 Penalty: 3258.354248
	Iteration 23Q: 3 clusters Score -2877286 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22192 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -2877295.250000 Penalty: 3258.354248
	Iteration 24Q: 3 clusters Score -2877295 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22198 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -2877304.750000 Penalty: 3258.354248
	Iteration 25Q: 3 clusters Score -2877305 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22211 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -2877307.750000 Penalty: 3258.354248
	Iteration 26Q: 3 clusters Score -2877308 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22217 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -2877319.500000 Penalty: 3258.354248
	Iteration 27Q: 3 clusters Score -2877320 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22220 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -2877325.750000 Penalty: 3258.354248
	Iteration 28Q: 3 clusters Score -2877326 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22218 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -2877328.750000 Penalty: 3258.354248
	Iteration 29Q: 3 clusters Score -2877329 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22222 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -2877336.250000 Penalty: 3258.354248
	Iteration 30Q: 3 clusters Score -2877336 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22224 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -2877344.250000 Penalty: 3258.354248
	Iteration 31Q: 3 clusters Score -2877344 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22228 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -2877345.750000 Penalty: 3258.354248
	Iteration 32Q: 3 clusters Score -2877346 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22229 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -2877345.750000 Penalty: 3258.354248
	Iteration 33Q: 3 clusters Score -2877346 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22231 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -2877347.250000 Penalty: 3258.354248
	Iteration 34Q: 3 clusters Score -2877347 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22234 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -2877351.500000 Penalty: 3258.354248
	Iteration 35Q: 3 clusters Score -2877352 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22235 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -2877350.750000 Penalty: 3258.354248
	Iteration 36Q: 3 clusters Score -2877351 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22235 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -2877352.000000 Penalty: 3258.354248
	Iteration 37Q: 3 clusters Score -2877352 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22234 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -2877353.750000 Penalty: 3258.354248
	Iteration 38Q: 3 clusters Score -2877354 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22234 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -2877353.750000 Penalty: 3258.354248
	Iteration 39F: 3 clusters Score -2877354 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (2540 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Entering Unmasked Estep 
Score: -319791.312500 Penalty: 1273.986938
	Iteration 0F: 2 clusters Score -319791.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -317318.875000 Penalty: 2547.973877
	Iteration 0F: 3 clusters Score -317318.9 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -317859.718750 Penalty: 2547.973877
	Iteration 1F: 3 clusters Score -317859.7 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -317992.875000 Penalty: 2547.973877
	Iteration 2F: 3 clusters Score -317992.9 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -318095.093750 Penalty: 2547.973877
	Iteration 3F: 3 clusters Score -318095.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -318170.687500 Penalty: 2547.973877
	Iteration 4Q: 3 clusters Score -318170.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -318237.625000 Penalty: 2547.973877
	Iteration 5Q: 3 clusters Score -318237.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -318297.812500 Penalty: 2547.973877
	Iteration 6Q: 3 clusters Score -318297.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -318342.531250 Penalty: 2547.973877
	Iteration 7Q: 3 clusters Score -318342.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -318376.406250 Penalty: 2547.973877
	Iteration 8Q: 3 clusters Score -318376.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -318403.062500 Penalty: 2547.973877
	Iteration 9Q: 3 clusters Score -318403.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -318422.125000 Penalty: 2547.973877
	Iteration 10Q: 3 clusters Score -318422.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -318446.750000 Penalty: 2547.973877
	Iteration 11Q: 3 clusters Score -318446.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -318470.281250 Penalty: 2547.973877
	Iteration 12Q: 3 clusters Score -318470.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -318494.375000 Penalty: 2547.973877
	Iteration 13Q: 3 clusters Score -318494.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -318518.468750 Penalty: 2547.973877
	Iteration 14Q: 3 clusters Score -318518.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -318544.156250 Penalty: 2547.973877
	Iteration 15Q: 3 clusters Score -318544.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -318562.937500 Penalty: 2547.973877
	Iteration 16Q: 3 clusters Score -318562.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -318578.375000 Penalty: 2547.973877
	Iteration 17Q: 3 clusters Score -318578.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -318591.187500 Penalty: 2547.973877
	Iteration 18Q: 3 clusters Score -318591.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -318600.062500 Penalty: 2547.973877
	Iteration 19Q: 3 clusters Score -318600.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -318608.750000 Penalty: 2547.973877
	Iteration 20F: 3 clusters Score -318608.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -318617.437500 Penalty: 2547.973877
	Iteration 21Q: 3 clusters Score -318617.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -318627.875000 Penalty: 2547.973877
	Iteration 22Q: 3 clusters Score -318627.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -318635.281250 Penalty: 2547.973877
	Iteration 23Q: 3 clusters Score -318635.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -318636.781250 Penalty: 2547.973877
	Iteration 24Q: 3 clusters Score -318636.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -318639.375000 Penalty: 2547.973877
	Iteration 25Q: 3 clusters Score -318639.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -318643.406250 Penalty: 2547.973877
	Iteration 26Q: 3 clusters Score -318643.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -318644.687500 Penalty: 2547.973877
	Iteration 27Q: 3 clusters Score -318644.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -318646.531250 Penalty: 2547.973877
	Iteration 28Q: 3 clusters Score -318646.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -318647.156250 Penalty: 2547.973877
	Iteration 29Q: 3 clusters Score -318647.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -318648.531250 Penalty: 2547.973877
	Iteration 30Q: 3 clusters Score -318648.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -318648.562500 Penalty: 2547.973877
	Iteration 31Q: 3 clusters Score -318648.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -318648.562500 Penalty: 2547.973877
	Iteration 32F: 3 clusters Score -318648.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (25379 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25379 members 
Entering Unmasked Estep 
Score: -3198226.250000 Penalty: 1648.022461
	Iteration 0F: 2 clusters Score -3198226 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12578 members 
Mstep: Class 2 contains 12801 members 
Entering Unmasked Estep 
Score: -3181021.500000 Penalty: 3296.044922
	Iteration 0F: 3 clusters Score -3181022 nChanged 11670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11764 members 
Mstep: Class 2 contains 13615 members 
Entering Unmasked Estep 
Score: -3187794.250000 Penalty: 3296.044922
	Iteration 1F: 3 clusters Score -3187794 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11245 members 
Mstep: Class 2 contains 14134 members 
Entering Unmasked Estep 
Score: -3188414.500000 Penalty: 3296.044922
	Iteration 2F: 3 clusters Score -3188414 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10550 members 
Mstep: Class 2 contains 14829 members 
Entering Unmasked Estep 
Score: -3189151.000000 Penalty: 3296.044922
	Iteration 3F: 3 clusters Score -3189151 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9670 members 
Mstep: Class 2 contains 15709 members 
Entering Unmasked Estep 
Score: -3189988.500000 Penalty: 3296.044922
	Iteration 4F: 3 clusters Score -3189988 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8581 members 
Mstep: Class 2 contains 16798 members 
Entering Unmasked Estep 
Score: -3190924.250000 Penalty: 3296.044922
	Iteration 5F: 3 clusters Score -3190924 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7390 members 
Mstep: Class 2 contains 17989 members 
Entering Unmasked Estep 
Score: -3191930.500000 Penalty: 3296.044922
	Iteration 6F: 3 clusters Score -3191930 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6214 members 
Mstep: Class 2 contains 19165 members 
Entering Unmasked Estep 
Score: -3192814.000000 Penalty: 3296.044922
	Iteration 7F: 3 clusters Score -3192814 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 20271 members 
Entering Unmasked Estep 
Score: -3193640.000000 Penalty: 3296.044922
	Iteration 8F: 3 clusters Score -3193640 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 21222 members 
Entering Unmasked Estep 
Score: -3194394.000000 Penalty: 3296.044922
	Iteration 9Q: 3 clusters Score -3194394 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 21994 members 
Entering Unmasked Estep 
Score: -3195022.250000 Penalty: 3296.044922
	Iteration 10Q: 3 clusters Score -3195022 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 22653 members 
Entering Unmasked Estep 
Score: -3195626.500000 Penalty: 3296.044922
	Iteration 11Q: 3 clusters Score -3195626 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 23109 members 
Entering Unmasked Estep 
Score: -3195995.000000 Penalty: 3296.044922
	Iteration 12Q: 3 clusters Score -3195995 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 23425 members 
Entering Unmasked Estep 
Score: -3196227.250000 Penalty: 3296.044922
	Iteration 13Q: 3 clusters Score -3196227 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 23662 members 
Entering Unmasked Estep 
Score: -3196396.750000 Penalty: 3296.044922
	Iteration 14Q: 3 clusters Score -3196397 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 23839 members 
Entering Unmasked Estep 
Score: -3196516.250000 Penalty: 3296.044922
	Iteration 15Q: 3 clusters Score -3196516 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 23984 members 
Entering Unmasked Estep 
Score: -3196596.500000 Penalty: 3296.044922
	Iteration 16Q: 3 clusters Score -3196596 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 24101 members 
Entering Unmasked Estep 
Score: -3196646.250000 Penalty: 3296.044922
	Iteration 17Q: 3 clusters Score -3196646 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 24192 members 
Entering Unmasked Estep 
Score: -3196690.500000 Penalty: 3296.044922
	Iteration 18Q: 3 clusters Score -3196690 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 24257 members 
Entering Unmasked Estep 
Score: -3196730.250000 Penalty: 3296.044922
	Iteration 19Q: 3 clusters Score -3196730 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 24329 members 
Entering Unmasked Estep 
Score: -3196765.500000 Penalty: 3296.044922
	Iteration 20F: 3 clusters Score -3196766 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 24385 members 
Entering Unmasked Estep 
Score: -3196790.750000 Penalty: 3296.044922
	Iteration 21Q: 3 clusters Score -3196791 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 24434 members 
Entering Unmasked Estep 
Score: -3196807.000000 Penalty: 3296.044922
	Iteration 22Q: 3 clusters Score -3196807 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 24470 members 
Entering Unmasked Estep 
Score: -3196816.500000 Penalty: 3296.044922
	Iteration 23Q: 3 clusters Score -3196816 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 24499 members 
Entering Unmasked Estep 
Score: -3196836.000000 Penalty: 3296.044922
	Iteration 24Q: 3 clusters Score -3196836 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 24519 members 
Entering Unmasked Estep 
Score: -3196851.000000 Penalty: 3296.044922
	Iteration 25Q: 3 clusters Score -3196851 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 24539 members 
Entering Unmasked Estep 
Score: -3196864.000000 Penalty: 3296.044922
	Iteration 26Q: 3 clusters Score -3196864 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 24567 members 
Entering Unmasked Estep 
Score: -3196875.000000 Penalty: 3296.044922
	Iteration 27Q: 3 clusters Score -3196875 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 24592 members 
Entering Unmasked Estep 
Score: -3196879.500000 Penalty: 3296.044922
	Iteration 28Q: 3 clusters Score -3196880 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 24618 members 
Entering Unmasked Estep 
Score: -3196895.500000 Penalty: 3296.044922
	Iteration 29Q: 3 clusters Score -3196896 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 24637 members 
Entering Unmasked Estep 
Score: -3196901.250000 Penalty: 3296.044922
	Iteration 30Q: 3 clusters Score -3196901 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 24661 members 
Entering Unmasked Estep 
Score: -3196923.500000 Penalty: 3296.044922
	Iteration 31Q: 3 clusters Score -3196924 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 24679 members 
Entering Unmasked Estep 
Score: -3196934.500000 Penalty: 3296.044922
	Iteration 32Q: 3 clusters Score -3196934 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 24705 members 
Entering Unmasked Estep 
Score: -3196957.500000 Penalty: 3296.044922
	Iteration 33Q: 3 clusters Score -3196958 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 24721 members 
Entering Unmasked Estep 
Score: -3196978.500000 Penalty: 3296.044922
	Iteration 34Q: 3 clusters Score -3196978 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 24741 members 
Entering Unmasked Estep 
Score: -3196984.250000 Penalty: 3296.044922
	Iteration 35Q: 3 clusters Score -3196984 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 24761 members 
Entering Unmasked Estep 
Score: -3196994.250000 Penalty: 3296.044922
	Iteration 36Q: 3 clusters Score -3196994 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 24776 members 
Entering Unmasked Estep 
Score: -3197002.500000 Penalty: 3296.044922
	Iteration 37Q: 3 clusters Score -3197002 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 24788 members 
Entering Unmasked Estep 
Score: -3197009.250000 Penalty: 3296.044922
	Iteration 38Q: 3 clusters Score -3197009 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 24802 members 
Entering Unmasked Estep 
Score: -3197016.750000 Penalty: 3296.044922
	Iteration 39Q: 3 clusters Score -3197017 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 24807 members 
Entering Unmasked Estep 
Score: -3197024.250000 Penalty: 3296.044922
	Iteration 40F: 3 clusters Score -3197024 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 24813 members 
Entering Unmasked Estep 
Score: -3197027.250000 Penalty: 3296.044922
	Iteration 41Q: 3 clusters Score -3197027 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 24815 members 
Entering Unmasked Estep 
Score: -3197032.000000 Penalty: 3296.044922
	Iteration 42Q: 3 clusters Score -3197032 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 24821 members 
Entering Unmasked Estep 
Score: -3197045.000000 Penalty: 3296.044922
	Iteration 43Q: 3 clusters Score -3197045 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 24829 members 
Entering Unmasked Estep 
Score: -3197046.500000 Penalty: 3296.044922
	Iteration 44Q: 3 clusters Score -3197046 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 24844 members 
Entering Unmasked Estep 
Score: -3197056.500000 Penalty: 3296.044922
	Iteration 45Q: 3 clusters Score -3197056 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 24853 members 
Entering Unmasked Estep 
Score: -3197058.250000 Penalty: 3296.044922
	Iteration 46Q: 3 clusters Score -3197058 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 24862 members 
Entering Unmasked Estep 
Score: -3197066.250000 Penalty: 3296.044922
	Iteration 47Q: 3 clusters Score -3197066 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 24867 members 
Entering Unmasked Estep 
Score: -3197071.250000 Penalty: 3296.044922
	Iteration 48Q: 3 clusters Score -3197071 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 24873 members 
Entering Unmasked Estep 
Score: -3197077.000000 Penalty: 3296.044922
	Iteration 49Q: 3 clusters Score -3197077 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 24879 members 
Entering Unmasked Estep 
Score: -3197082.000000 Penalty: 3296.044922
	Iteration 50Q: 3 clusters Score -3197082 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 24887 members 
Entering Unmasked Estep 
Score: -3197087.500000 Penalty: 3296.044922
	Iteration 51Q: 3 clusters Score -3197088 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 24893 members 
Entering Unmasked Estep 
Score: -3197091.000000 Penalty: 3296.044922
	Iteration 52Q: 3 clusters Score -3197091 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 24899 members 
Entering Unmasked Estep 
Score: -3197099.500000 Penalty: 3296.044922
	Iteration 53Q: 3 clusters Score -3197100 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 24901 members 
Entering Unmasked Estep 
Score: -3197103.250000 Penalty: 3296.044922
	Iteration 54Q: 3 clusters Score -3197103 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 24903 members 
Entering Unmasked Estep 
Score: -3197104.250000 Penalty: 3296.044922
	Iteration 55Q: 3 clusters Score -3197104 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 24904 members 
Entering Unmasked Estep 
Score: -3197104.750000 Penalty: 3296.044922
	Iteration 56Q: 3 clusters Score -3197105 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 24906 members 
Entering Unmasked Estep 
Score: -3197105.000000 Penalty: 3296.044922
	Iteration 57Q: 3 clusters Score -3197105 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 24905 members 
Entering Unmasked Estep 
Score: -3197107.250000 Penalty: 3296.044922
	Iteration 58Q: 3 clusters Score -3197107 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 24906 members 
Entering Unmasked Estep 
Score: -3197105.500000 Penalty: 3296.044922
	Iteration 59Q: 3 clusters Score -3197106 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 24906 members 
Entering Unmasked Estep 
Score: -3197105.500000 Penalty: 3296.044922
	Iteration 60F: 3 clusters Score -3197106 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (11801 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11801 members 
Entering Unmasked Estep 
Score: -1371523.875000 Penalty: 1523.590088
	Iteration 0F: 2 clusters Score -1371524 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5920 members 
Mstep: Class 2 contains 5881 members 
Entering Unmasked Estep 
Score: -1363211.000000 Penalty: 3047.180176
	Iteration 0F: 3 clusters Score -1363211 nChanged 5199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6081 members 
Mstep: Class 2 contains 5720 members 
Entering Unmasked Estep 
Score: -1366510.125000 Penalty: 3047.180176
	Iteration 1F: 3 clusters Score -1366510 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6117 members 
Mstep: Class 2 contains 5684 members 
Entering Unmasked Estep 
Score: -1367276.250000 Penalty: 3047.180176
	Iteration 2F: 3 clusters Score -1367276 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6156 members 
Mstep: Class 2 contains 5645 members 
Entering Unmasked Estep 
Score: -1367896.000000 Penalty: 3047.180176
	Iteration 3F: 3 clusters Score -1367896 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6165 members 
Mstep: Class 2 contains 5636 members 
Entering Unmasked Estep 
Score: -1368460.125000 Penalty: 3047.180176
	Iteration 4F: 3 clusters Score -1368460 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6154 members 
Mstep: Class 2 contains 5647 members 
Entering Unmasked Estep 
Score: -1368836.375000 Penalty: 3047.180176
	Iteration 5F: 3 clusters Score -1368836 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6157 members 
Mstep: Class 2 contains 5644 members 
Entering Unmasked Estep 
Score: -1369145.750000 Penalty: 3047.180176
	Iteration 6Q: 3 clusters Score -1369146 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6175 members 
Mstep: Class 2 contains 5626 members 
Entering Unmasked Estep 
Score: -1369367.375000 Penalty: 3047.180176
	Iteration 7Q: 3 clusters Score -1369367 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6217 members 
Mstep: Class 2 contains 5584 members 
Entering Unmasked Estep 
Score: -1369537.500000 Penalty: 3047.180176
	Iteration 8Q: 3 clusters Score -1369538 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6240 members 
Mstep: Class 2 contains 5561 members 
Entering Unmasked Estep 
Score: -1369657.375000 Penalty: 3047.180176
	Iteration 9Q: 3 clusters Score -1369657 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6290 members 
Mstep: Class 2 contains 5511 members 
Entering Unmasked Estep 
Score: -1369758.500000 Penalty: 3047.180176
	Iteration 10Q: 3 clusters Score -1369758 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6342 members 
Mstep: Class 2 contains 5459 members 
Entering Unmasked Estep 
Score: -1369829.250000 Penalty: 3047.180176
	Iteration 11Q: 3 clusters Score -1369829 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6386 members 
Mstep: Class 2 contains 5415 members 
Entering Unmasked Estep 
Score: -1369887.875000 Penalty: 3047.180176
	Iteration 12Q: 3 clusters Score -1369888 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6408 members 
Mstep: Class 2 contains 5393 members 
Entering Unmasked Estep 
Score: -1369926.625000 Penalty: 3047.180176
	Iteration 13Q: 3 clusters Score -1369927 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6447 members 
Mstep: Class 2 contains 5354 members 
Entering Unmasked Estep 
Score: -1369950.250000 Penalty: 3047.180176
	Iteration 14Q: 3 clusters Score -1369950 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6478 members 
Mstep: Class 2 contains 5323 members 
Entering Unmasked Estep 
Score: -1369974.125000 Penalty: 3047.180176
	Iteration 15Q: 3 clusters Score -1369974 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6526 members 
Mstep: Class 2 contains 5275 members 
Entering Unmasked Estep 
Score: -1369999.250000 Penalty: 3047.180176
	Iteration 16Q: 3 clusters Score -1369999 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6572 members 
Mstep: Class 2 contains 5229 members 
Entering Unmasked Estep 
Score: -1370021.250000 Penalty: 3047.180176
	Iteration 17Q: 3 clusters Score -1370021 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6608 members 
Mstep: Class 2 contains 5193 members 
Entering Unmasked Estep 
Score: -1370028.125000 Penalty: 3047.180176
	Iteration 18Q: 3 clusters Score -1370028 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6643 members 
Mstep: Class 2 contains 5158 members 
Entering Unmasked Estep 
Score: -1370043.625000 Penalty: 3047.180176
	Iteration 19Q: 3 clusters Score -1370044 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6673 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -1370055.625000 Penalty: 3047.180176
	Iteration 20F: 3 clusters Score -1370056 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6706 members 
Mstep: Class 2 contains 5095 members 
Entering Unmasked Estep 
Score: -1370072.750000 Penalty: 3047.180176
	Iteration 21Q: 3 clusters Score -1370073 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6748 members 
Mstep: Class 2 contains 5053 members 
Entering Unmasked Estep 
Score: -1370093.000000 Penalty: 3047.180176
	Iteration 22Q: 3 clusters Score -1370093 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6802 members 
Mstep: Class 2 contains 4999 members 
Entering Unmasked Estep 
Score: -1370109.625000 Penalty: 3047.180176
	Iteration 23Q: 3 clusters Score -1370110 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6848 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -1370115.000000 Penalty: 3047.180176
	Iteration 24Q: 3 clusters Score -1370115 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6889 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
Score: -1370133.375000 Penalty: 3047.180176
	Iteration 25Q: 3 clusters Score -1370133 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6944 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -1370152.750000 Penalty: 3047.180176
	Iteration 26Q: 3 clusters Score -1370153 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7001 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -1370169.375000 Penalty: 3047.180176
	Iteration 27Q: 3 clusters Score -1370169 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7068 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -1370190.000000 Penalty: 3047.180176
	Iteration 28Q: 3 clusters Score -1370190 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7138 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -1370205.125000 Penalty: 3047.180176
	Iteration 29Q: 3 clusters Score -1370205 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7195 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -1370223.500000 Penalty: 3047.180176
	Iteration 30Q: 3 clusters Score -1370224 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7255 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -1370233.875000 Penalty: 3047.180176
	Iteration 31Q: 3 clusters Score -1370234 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7296 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -1370239.875000 Penalty: 3047.180176
	Iteration 32Q: 3 clusters Score -1370240 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7345 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -1370246.750000 Penalty: 3047.180176
	Iteration 33Q: 3 clusters Score -1370247 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7397 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -1370263.875000 Penalty: 3047.180176
	Iteration 34Q: 3 clusters Score -1370264 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7450 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -1370276.750000 Penalty: 3047.180176
	Iteration 35Q: 3 clusters Score -1370277 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7497 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -1370284.875000 Penalty: 3047.180176
	Iteration 36Q: 3 clusters Score -1370285 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7538 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -1370294.500000 Penalty: 3047.180176
	Iteration 37Q: 3 clusters Score -1370294 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7577 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -1370301.000000 Penalty: 3047.180176
	Iteration 38Q: 3 clusters Score -1370301 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7626 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -1370310.625000 Penalty: 3047.180176
	Iteration 39Q: 3 clusters Score -1370311 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7678 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -1370320.500000 Penalty: 3047.180176
	Iteration 40F: 3 clusters Score -1370320 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7717 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -1370329.250000 Penalty: 3047.180176
	Iteration 41Q: 3 clusters Score -1370329 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7759 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -1370334.000000 Penalty: 3047.180176
	Iteration 42Q: 3 clusters Score -1370334 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7791 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -1370338.625000 Penalty: 3047.180176
	Iteration 43Q: 3 clusters Score -1370339 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7825 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -1370343.500000 Penalty: 3047.180176
	Iteration 44Q: 3 clusters Score -1370344 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7861 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -1370349.500000 Penalty: 3047.180176
	Iteration 45Q: 3 clusters Score -1370350 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7898 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -1370359.250000 Penalty: 3047.180176
	Iteration 46Q: 3 clusters Score -1370359 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7931 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -1370363.625000 Penalty: 3047.180176
	Iteration 47Q: 3 clusters Score -1370364 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7954 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -1370366.000000 Penalty: 3047.180176
	Iteration 48Q: 3 clusters Score -1370366 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7978 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -1370367.250000 Penalty: 3047.180176
	Iteration 49Q: 3 clusters Score -1370367 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8004 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -1370371.500000 Penalty: 3047.180176
	Iteration 50Q: 3 clusters Score -1370372 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8015 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -1370373.375000 Penalty: 3047.180176
	Iteration 51Q: 3 clusters Score -1370373 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8034 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -1370376.750000 Penalty: 3047.180176
	Iteration 52Q: 3 clusters Score -1370377 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8065 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -1370383.000000 Penalty: 3047.180176
	Iteration 53Q: 3 clusters Score -1370383 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8108 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -1370395.500000 Penalty: 3047.180176
	Iteration 54Q: 3 clusters Score -1370396 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8133 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -1370398.250000 Penalty: 3047.180176
	Iteration 55Q: 3 clusters Score -1370398 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8154 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -1370402.000000 Penalty: 3047.180176
	Iteration 56Q: 3 clusters Score -1370402 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8179 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -1370407.625000 Penalty: 3047.180176
	Iteration 57Q: 3 clusters Score -1370408 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8203 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -1370412.000000 Penalty: 3047.180176
	Iteration 58Q: 3 clusters Score -1370412 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8227 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -1370415.250000 Penalty: 3047.180176
	Iteration 59Q: 3 clusters Score -1370415 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8251 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -1370420.125000 Penalty: 3047.180176
	Iteration 60F: 3 clusters Score -1370420 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8268 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -1370420.875000 Penalty: 3047.180176
	Iteration 61Q: 3 clusters Score -1370421 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8290 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -1370427.625000 Penalty: 3047.180176
	Iteration 62Q: 3 clusters Score -1370428 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8318 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -1370431.375000 Penalty: 3047.180176
	Iteration 63Q: 3 clusters Score -1370431 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8344 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -1370439.125000 Penalty: 3047.180176
	Iteration 64Q: 3 clusters Score -1370439 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8374 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -1370445.750000 Penalty: 3047.180176
	Iteration 65Q: 3 clusters Score -1370446 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8412 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -1370449.500000 Penalty: 3047.180176
	Iteration 66Q: 3 clusters Score -1370450 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8451 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -1370458.375000 Penalty: 3047.180176
	Iteration 67Q: 3 clusters Score -1370458 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8479 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -1370464.125000 Penalty: 3047.180176
	Iteration 68Q: 3 clusters Score -1370464 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8515 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -1370473.750000 Penalty: 3047.180176
	Iteration 69Q: 3 clusters Score -1370474 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8560 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -1370485.500000 Penalty: 3047.180176
	Iteration 70Q: 3 clusters Score -1370486 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8601 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -1370492.750000 Penalty: 3047.180176
	Iteration 71Q: 3 clusters Score -1370493 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8633 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -1370500.750000 Penalty: 3047.180176
	Iteration 72Q: 3 clusters Score -1370501 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8659 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -1370502.875000 Penalty: 3047.180176
	Iteration 73Q: 3 clusters Score -1370503 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8687 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -1370509.375000 Penalty: 3047.180176
	Iteration 74Q: 3 clusters Score -1370509 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8720 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -1370518.125000 Penalty: 3047.180176
	Iteration 75Q: 3 clusters Score -1370518 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8754 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -1370524.125000 Penalty: 3047.180176
	Iteration 76Q: 3 clusters Score -1370524 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8786 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -1370529.750000 Penalty: 3047.180176
	Iteration 77Q: 3 clusters Score -1370530 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8817 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -1370533.125000 Penalty: 3047.180176
	Iteration 78Q: 3 clusters Score -1370533 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8838 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -1370536.625000 Penalty: 3047.180176
	Iteration 79Q: 3 clusters Score -1370537 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8868 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -1370542.750000 Penalty: 3047.180176
	Iteration 80F: 3 clusters Score -1370543 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8904 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -1370548.125000 Penalty: 3047.180176
	Iteration 81Q: 3 clusters Score -1370548 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8945 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -1370557.000000 Penalty: 3047.180176
	Iteration 82Q: 3 clusters Score -1370557 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8996 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -1370565.875000 Penalty: 3047.180176
	Iteration 83Q: 3 clusters Score -1370566 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9038 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -1370571.625000 Penalty: 3047.180176
	Iteration 84Q: 3 clusters Score -1370572 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9079 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -1370584.750000 Penalty: 3047.180176
	Iteration 85Q: 3 clusters Score -1370585 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9114 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -1370586.750000 Penalty: 3047.180176
	Iteration 86Q: 3 clusters Score -1370587 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9149 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -1370595.750000 Penalty: 3047.180176
	Iteration 87Q: 3 clusters Score -1370596 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9181 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -1370602.000000 Penalty: 3047.180176
	Iteration 88Q: 3 clusters Score -1370602 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9210 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -1370607.125000 Penalty: 3047.180176
	Iteration 89Q: 3 clusters Score -1370607 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9235 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -1370611.875000 Penalty: 3047.180176
	Iteration 90Q: 3 clusters Score -1370612 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9261 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -1370619.250000 Penalty: 3047.180176
	Iteration 91Q: 3 clusters Score -1370619 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9296 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -1370628.375000 Penalty: 3047.180176
	Iteration 92Q: 3 clusters Score -1370628 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9329 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -1370635.125000 Penalty: 3047.180176
	Iteration 93Q: 3 clusters Score -1370635 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9364 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -1370645.750000 Penalty: 3047.180176
	Iteration 94Q: 3 clusters Score -1370646 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9395 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -1370652.625000 Penalty: 3047.180176
	Iteration 95Q: 3 clusters Score -1370653 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9419 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -1370651.875000 Penalty: 3047.180176
	Iteration 96Q: 3 clusters Score -1370652 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9448 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -1370655.125000 Penalty: 3047.180176
	Iteration 97Q: 3 clusters Score -1370655 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9473 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -1370657.875000 Penalty: 3047.180176
	Iteration 98Q: 3 clusters Score -1370658 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9497 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -1370664.125000 Penalty: 3047.180176
	Iteration 99Q: 3 clusters Score -1370664 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9519 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -1370668.250000 Penalty: 3047.180176
	Iteration 100F: 3 clusters Score -1370668 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9545 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -1370678.125000 Penalty: 3047.180176
	Iteration 101Q: 3 clusters Score -1370678 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9564 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -1370683.125000 Penalty: 3047.180176
	Iteration 102Q: 3 clusters Score -1370683 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9581 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -1370686.250000 Penalty: 3047.180176
	Iteration 103Q: 3 clusters Score -1370686 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9588 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -1370687.125000 Penalty: 3047.180176
	Iteration 104Q: 3 clusters Score -1370687 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9597 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -1370686.750000 Penalty: 3047.180176
	Iteration 105Q: 3 clusters Score -1370687 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9604 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -1370684.750000 Penalty: 3047.180176
	Iteration 106Q: 3 clusters Score -1370685 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9613 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -1370687.250000 Penalty: 3047.180176
	Iteration 107Q: 3 clusters Score -1370687 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9619 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -1370689.375000 Penalty: 3047.180176
	Iteration 108Q: 3 clusters Score -1370689 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9622 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -1370690.125000 Penalty: 3047.180176
	Iteration 109Q: 3 clusters Score -1370690 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9625 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -1370691.250000 Penalty: 3047.180176
	Iteration 110Q: 3 clusters Score -1370691 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9625 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -1370691.250000 Penalty: 3047.180176
	Iteration 111F: 3 clusters Score -1370691 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (17627 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17627 members 
Entering Unmasked Estep 
Score: -2061249.250000 Penalty: 1588.792969
	Iteration 0F: 2 clusters Score -2061249 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8770 members 
Mstep: Class 2 contains 8857 members 
Entering Unmasked Estep 
Score: -2049140.125000 Penalty: 3177.585938
	Iteration 0F: 3 clusters Score -2049140 nChanged 7931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8369 members 
Mstep: Class 2 contains 9258 members 
Entering Unmasked Estep 
Score: -2054007.750000 Penalty: 3177.585938
	Iteration 1F: 3 clusters Score -2054008 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8106 members 
Mstep: Class 2 contains 9521 members 
Entering Unmasked Estep 
Score: -2054890.750000 Penalty: 3177.585938
	Iteration 2F: 3 clusters Score -2054891 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7767 members 
Mstep: Class 2 contains 9860 members 
Entering Unmasked Estep 
Score: -2055784.750000 Penalty: 3177.585938
	Iteration 3F: 3 clusters Score -2055785 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7375 members 
Mstep: Class 2 contains 10252 members 
Entering Unmasked Estep 
Score: -2056551.875000 Penalty: 3177.585938
	Iteration 4F: 3 clusters Score -2056552 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6999 members 
Mstep: Class 2 contains 10628 members 
Entering Unmasked Estep 
Score: -2057125.750000 Penalty: 3177.585938
	Iteration 5F: 3 clusters Score -2057126 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6577 members 
Mstep: Class 2 contains 11050 members 
Entering Unmasked Estep 
Score: -2057601.250000 Penalty: 3177.585938
	Iteration 6Q: 3 clusters Score -2057601 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6131 members 
Mstep: Class 2 contains 11496 members 
Entering Unmasked Estep 
Score: -2057966.000000 Penalty: 3177.585938
	Iteration 7Q: 3 clusters Score -2057966 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 11933 members 
Entering Unmasked Estep 
Score: -2058297.000000 Penalty: 3177.585938
	Iteration 8Q: 3 clusters Score -2058297 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5220 members 
Mstep: Class 2 contains 12407 members 
Entering Unmasked Estep 
Score: -2058626.500000 Penalty: 3177.585938
	Iteration 9Q: 3 clusters Score -2058626 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 12829 members 
Entering Unmasked Estep 
Score: -2058902.125000 Penalty: 3177.585938
	Iteration 10Q: 3 clusters Score -2058902 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 13223 members 
Entering Unmasked Estep 
Score: -2059161.500000 Penalty: 3177.585938
	Iteration 11Q: 3 clusters Score -2059162 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 13595 members 
Entering Unmasked Estep 
Score: -2059375.250000 Penalty: 3177.585938
	Iteration 12Q: 3 clusters Score -2059375 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 13917 members 
Entering Unmasked Estep 
Score: -2059538.500000 Penalty: 3177.585938
	Iteration 13Q: 3 clusters Score -2059538 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 14211 members 
Entering Unmasked Estep 
Score: -2059689.500000 Penalty: 3177.585938
	Iteration 14Q: 3 clusters Score -2059690 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 14495 members 
Entering Unmasked Estep 
Score: -2059851.375000 Penalty: 3177.585938
	Iteration 15Q: 3 clusters Score -2059851 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 14768 members 
Entering Unmasked Estep 
Score: -2060014.875000 Penalty: 3177.585938
	Iteration 16Q: 3 clusters Score -2060015 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 14990 members 
Entering Unmasked Estep 
Score: -2060167.500000 Penalty: 3177.585938
	Iteration 17Q: 3 clusters Score -2060168 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 15190 members 
Entering Unmasked Estep 
Score: -2060300.875000 Penalty: 3177.585938
	Iteration 18Q: 3 clusters Score -2060301 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 15369 members 
Entering Unmasked Estep 
Score: -2060413.750000 Penalty: 3177.585938
	Iteration 19Q: 3 clusters Score -2060414 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 15506 members 
Entering Unmasked Estep 
Score: -2060473.875000 Penalty: 3177.585938
	Iteration 20F: 3 clusters Score -2060474 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 15598 members 
Entering Unmasked Estep 
Score: -2060507.875000 Penalty: 3177.585938
	Iteration 21Q: 3 clusters Score -2060508 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 15673 members 
Entering Unmasked Estep 
Score: -2060537.000000 Penalty: 3177.585938
	Iteration 22Q: 3 clusters Score -2060537 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 15736 members 
Entering Unmasked Estep 
Score: -2060558.875000 Penalty: 3177.585938
	Iteration 23Q: 3 clusters Score -2060559 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 15781 members 
Entering Unmasked Estep 
Score: -2060575.875000 Penalty: 3177.585938
	Iteration 24Q: 3 clusters Score -2060576 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 15832 members 
Entering Unmasked Estep 
Score: -2060596.000000 Penalty: 3177.585938
	Iteration 25Q: 3 clusters Score -2060596 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 15886 members 
Entering Unmasked Estep 
Score: -2060612.875000 Penalty: 3177.585938
	Iteration 26Q: 3 clusters Score -2060613 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 15929 members 
Entering Unmasked Estep 
Score: -2060625.750000 Penalty: 3177.585938
	Iteration 27Q: 3 clusters Score -2060626 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 15970 members 
Entering Unmasked Estep 
Score: -2060638.625000 Penalty: 3177.585938
	Iteration 28Q: 3 clusters Score -2060639 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 16019 members 
Entering Unmasked Estep 
Score: -2060663.250000 Penalty: 3177.585938
	Iteration 29Q: 3 clusters Score -2060663 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 16061 members 
Entering Unmasked Estep 
Score: -2060694.000000 Penalty: 3177.585938
	Iteration 30Q: 3 clusters Score -2060694 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 16103 members 
Entering Unmasked Estep 
Score: -2060711.125000 Penalty: 3177.585938
	Iteration 31Q: 3 clusters Score -2060711 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 16160 members 
Entering Unmasked Estep 
Score: -2060757.625000 Penalty: 3177.585938
	Iteration 32Q: 3 clusters Score -2060758 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 16220 members 
Entering Unmasked Estep 
Score: -2060832.875000 Penalty: 3177.585938
	Iteration 33Q: 3 clusters Score -2060833 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 16292 members 
Entering Unmasked Estep 
Score: -2060938.125000 Penalty: 3177.585938
	Iteration 34Q: 3 clusters Score -2060938 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 16335 members 
Entering Unmasked Estep 
Score: -2060983.625000 Penalty: 3177.585938
	Iteration 35Q: 3 clusters Score -2060984 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 16358 members 
Entering Unmasked Estep 
Score: -2060995.625000 Penalty: 3177.585938
	Iteration 36Q: 3 clusters Score -2060996 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 16368 members 
Entering Unmasked Estep 
Score: -2061006.375000 Penalty: 3177.585938
	Iteration 37Q: 3 clusters Score -2061006 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 16369 members 
Entering Unmasked Estep 
Score: -2061005.750000 Penalty: 3177.585938
	Iteration 38Q: 3 clusters Score -2061006 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 16371 members 
Entering Unmasked Estep 
Score: -2061010.250000 Penalty: 3177.585938
	Iteration 39Q: 3 clusters Score -2061010 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 16374 members 
Entering Unmasked Estep 
Score: -2061006.750000 Penalty: 3177.585938
	Iteration 40F: 3 clusters Score -2061007 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 16375 members 
Entering Unmasked Estep 
Score: -2061009.125000 Penalty: 3177.585938
	Iteration 41Q: 3 clusters Score -2061009 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 16375 members 
Entering Unmasked Estep 
Score: -2061010.250000 Penalty: 3177.585938
	Iteration 42Q: 3 clusters Score -2061010 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 16376 members 
Entering Unmasked Estep 
Score: -2061012.125000 Penalty: 3177.585938
	Iteration 43Q: 3 clusters Score -2061012 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 16377 members 
Entering Unmasked Estep 
Score: -2061012.125000 Penalty: 3177.585938
	Iteration 44Q: 3 clusters Score -2061012 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 16379 members 
Entering Unmasked Estep 
Score: -2061012.625000 Penalty: 3177.585938
	Iteration 45Q: 3 clusters Score -2061013 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 16380 members 
Entering Unmasked Estep 
Score: -2061011.875000 Penalty: 3177.585938
	Iteration 46Q: 3 clusters Score -2061012 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 16381 members 
Entering Unmasked Estep 
Score: -2061011.500000 Penalty: 3177.585938
	Iteration 47Q: 3 clusters Score -2061012 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 16380 members 
Entering Unmasked Estep 
Score: -2061011.875000 Penalty: 3177.585938
	Iteration 48Q: 3 clusters Score -2061012 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 16380 members 
Entering Unmasked Estep 
Score: -2061011.875000 Penalty: 3177.585938
	Iteration 49F: 3 clusters Score -2061012 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (12881 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12881 members 
Entering Unmasked Estep 
Score: -1628942.500000 Penalty: 1537.820190
	Iteration 0F: 2 clusters Score -1628942 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6434 members 
Mstep: Class 2 contains 6447 members 
Entering Unmasked Estep 
Score: -1619930.500000 Penalty: 3075.640381
	Iteration 0F: 3 clusters Score -1619930 nChanged 5718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6626 members 
Mstep: Class 2 contains 6255 members 
Entering Unmasked Estep 
Score: -1623100.000000 Penalty: 3075.640381
	Iteration 1F: 3 clusters Score -1623100 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6886 members 
Mstep: Class 2 contains 5995 members 
Entering Unmasked Estep 
Score: -1623657.875000 Penalty: 3075.640381
	Iteration 2F: 3 clusters Score -1623658 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7156 members 
Mstep: Class 2 contains 5725 members 
Entering Unmasked Estep 
Score: -1624379.375000 Penalty: 3075.640381
	Iteration 3F: 3 clusters Score -1624379 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7464 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -1625194.125000 Penalty: 3075.640381
	Iteration 4F: 3 clusters Score -1625194 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7664 members 
Mstep: Class 2 contains 5217 members 
Entering Unmasked Estep 
Score: -1625844.375000 Penalty: 3075.640381
	Iteration 5F: 3 clusters Score -1625844 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7728 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -1626279.750000 Penalty: 3075.640381
	Iteration 6F: 3 clusters Score -1626280 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7670 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -1626542.625000 Penalty: 3075.640381
	Iteration 7Q: 3 clusters Score -1626543 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7537 members 
Mstep: Class 2 contains 5344 members 
Entering Unmasked Estep 
Score: -1626767.375000 Penalty: 3075.640381
	Iteration 8Q: 3 clusters Score -1626767 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7366 members 
Mstep: Class 2 contains 5515 members 
Entering Unmasked Estep 
Score: -1626968.500000 Penalty: 3075.640381
	Iteration 9Q: 3 clusters Score -1626968 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7153 members 
Mstep: Class 2 contains 5728 members 
Entering Unmasked Estep 
Score: -1627182.750000 Penalty: 3075.640381
	Iteration 10Q: 3 clusters Score -1627183 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6912 members 
Mstep: Class 2 contains 5969 members 
Entering Unmasked Estep 
Score: -1627455.250000 Penalty: 3075.640381
	Iteration 11Q: 3 clusters Score -1627455 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 6227 members 
Entering Unmasked Estep 
Score: -1627770.500000 Penalty: 3075.640381
	Iteration 12Q: 3 clusters Score -1627770 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6402 members 
Mstep: Class 2 contains 6479 members 
Entering Unmasked Estep 
Score: -1628054.750000 Penalty: 3075.640381
	Iteration 13Q: 3 clusters Score -1628055 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6182 members 
Mstep: Class 2 contains 6699 members 
Entering Unmasked Estep 
Score: -1628327.500000 Penalty: 3075.640381
	Iteration 14Q: 3 clusters Score -1628328 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6019 members 
Mstep: Class 2 contains 6862 members 
Entering Unmasked Estep 
Score: -1628514.250000 Penalty: 3075.640381
	Iteration 15Q: 3 clusters Score -1628514 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5947 members 
Mstep: Class 2 contains 6934 members 
Entering Unmasked Estep 
Score: -1628616.125000 Penalty: 3075.640381
	Iteration 16Q: 3 clusters Score -1628616 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5900 members 
Mstep: Class 2 contains 6981 members 
Entering Unmasked Estep 
Score: -1628687.000000 Penalty: 3075.640381
	Iteration 17Q: 3 clusters Score -1628687 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5868 members 
Mstep: Class 2 contains 7013 members 
Entering Unmasked Estep 
Score: -1628728.000000 Penalty: 3075.640381
	Iteration 18Q: 3 clusters Score -1628728 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5856 members 
Mstep: Class 2 contains 7025 members 
Entering Unmasked Estep 
Score: -1628774.625000 Penalty: 3075.640381
	Iteration 19Q: 3 clusters Score -1628775 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5858 members 
Mstep: Class 2 contains 7023 members 
Entering Unmasked Estep 
Score: -1628803.250000 Penalty: 3075.640381
	Iteration 20F: 3 clusters Score -1628803 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5881 members 
Mstep: Class 2 contains 7000 members 
Entering Unmasked Estep 
Score: -1628818.875000 Penalty: 3075.640381
	Iteration 21Q: 3 clusters Score -1628819 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5916 members 
Mstep: Class 2 contains 6965 members 
Entering Unmasked Estep 
Score: -1628857.000000 Penalty: 3075.640381
	Iteration 22Q: 3 clusters Score -1628857 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5966 members 
Mstep: Class 2 contains 6915 members 
Entering Unmasked Estep 
Score: -1628908.000000 Penalty: 3075.640381
	Iteration 23Q: 3 clusters Score -1628908 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 6851 members 
Entering Unmasked Estep 
Score: -1628981.125000 Penalty: 3075.640381
	Iteration 24Q: 3 clusters Score -1628981 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6128 members 
Mstep: Class 2 contains 6753 members 
Entering Unmasked Estep 
Score: -1629103.750000 Penalty: 3075.640381
	Iteration 25Q: 3 clusters Score -1629104 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6249 members 
Mstep: Class 2 contains 6632 members 
Entering Unmasked Estep 
Score: -1629248.750000 Penalty: 3075.640381
	Iteration 26Q: 3 clusters Score -1629249 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6352 members 
Mstep: Class 2 contains 6529 members 
Entering Unmasked Estep 
Score: -1629328.875000 Penalty: 3075.640381
	Iteration 27Q: 3 clusters Score -1629329 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6450 members 
Mstep: Class 2 contains 6431 members 
Entering Unmasked Estep 
Score: -1629373.500000 Penalty: 3075.640381
	Iteration 28Q: 3 clusters Score -1629374 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6511 members 
Mstep: Class 2 contains 6370 members 
Entering Unmasked Estep 
Score: -1629388.125000 Penalty: 3075.640381
	Iteration 29Q: 3 clusters Score -1629388 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6556 members 
Mstep: Class 2 contains 6325 members 
Entering Unmasked Estep 
Score: -1629399.875000 Penalty: 3075.640381
	Iteration 30Q: 3 clusters Score -1629400 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6597 members 
Mstep: Class 2 contains 6284 members 
Entering Unmasked Estep 
Score: -1629407.250000 Penalty: 3075.640381
	Iteration 31Q: 3 clusters Score -1629407 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6620 members 
Mstep: Class 2 contains 6261 members 
Entering Unmasked Estep 
Score: -1629412.125000 Penalty: 3075.640381
	Iteration 32Q: 3 clusters Score -1629412 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6635 members 
Mstep: Class 2 contains 6246 members 
Entering Unmasked Estep 
Score: -1629411.500000 Penalty: 3075.640381
	Iteration 33Q: 3 clusters Score -1629412 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6642 members 
Mstep: Class 2 contains 6239 members 
Entering Unmasked Estep 
Score: -1629413.750000 Penalty: 3075.640381
	Iteration 34Q: 3 clusters Score -1629414 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6653 members 
Mstep: Class 2 contains 6228 members 
Entering Unmasked Estep 
Score: -1629417.750000 Penalty: 3075.640381
	Iteration 35Q: 3 clusters Score -1629418 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6664 members 
Mstep: Class 2 contains 6217 members 
Entering Unmasked Estep 
Score: -1629421.250000 Penalty: 3075.640381
	Iteration 36Q: 3 clusters Score -1629421 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6680 members 
Mstep: Class 2 contains 6201 members 
Entering Unmasked Estep 
Score: -1629420.500000 Penalty: 3075.640381
	Iteration 37Q: 3 clusters Score -1629420 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6686 members 
Mstep: Class 2 contains 6195 members 
Entering Unmasked Estep 
Score: -1629420.375000 Penalty: 3075.640381
	Iteration 38Q: 3 clusters Score -1629420 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6691 members 
Mstep: Class 2 contains 6190 members 
Entering Unmasked Estep 
Score: -1629417.750000 Penalty: 3075.640381
	Iteration 39Q: 3 clusters Score -1629418 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6696 members 
Mstep: Class 2 contains 6185 members 
Entering Unmasked Estep 
Score: -1629421.625000 Penalty: 3075.640381
	Iteration 40F: 3 clusters Score -1629422 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6697 members 
Mstep: Class 2 contains 6184 members 
Entering Unmasked Estep 
Score: -1629420.000000 Penalty: 3075.640381
	Iteration 41Q: 3 clusters Score -1629420 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6697 members 
Mstep: Class 2 contains 6184 members 
Entering Unmasked Estep 
Score: -1629420.000000 Penalty: 3075.640381
	Iteration 42F: 3 clusters Score -1629420 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 13529 members 
Mstep: Class 2 contains 24016 members 
Mstep: Class 3 contains 48171 members 
Mstep: Class 4 contains 8107 members 
Mstep: Class 5 contains 4385 members 
Mstep: Class 6 contains 3986 members 
Mstep: Class 7 contains 75765 members 
Mstep: Class 8 contains 16372 members 
Mstep: Class 9 contains 21823 members 
Mstep: Class 10 contains 33477 members 
Mstep: Class 11 contains 44372 members 
Mstep: Class 12 contains 12388 members 
Mstep: Class 13 contains 17523 members 
Mstep: Class 14 contains 17920 members 
Mstep: Class 15 contains 467 members 
Mstep: Class 16 contains 8494 members 
Mstep: Class 17 contains 6267 members 
Mstep: Class 18 contains 2857 members 
Mstep: Class 19 contains 3255 members 
Mstep: Class 20 contains 33095 members 
Mstep: Class 21 contains 15786 members 
Mstep: Class 22 contains 25591 members 
Mstep: Class 23 contains 4881 members 
Mstep: Class 24 contains 33717 members 
Mstep: Class 25 contains 2506 members 
Mstep: Class 26 contains 9791 members 
Mstep: Class 27 contains 4360 members 
Mstep: Class 28 contains 38245 members 
Mstep: Class 29 contains 4544 members 
Mstep: Class 30 contains 1827 members 
Mstep: Class 31 contains 3317 members 
Mstep: Class 32 contains 987 members 
Mstep: Class 33 contains 16778 members 
Mstep: Class 34 contains 3069 members 
Mstep: Class 35 contains 147942 members 
Mstep: Class 36 contains 11569 members 
Mstep: Class 37 contains 1762 members 
Mstep: Class 38 contains 22600 members 
Mstep: Class 39 contains 2540 members 
Mstep: Class 40 contains 25379 members 
Mstep: Class 41 contains 11801 members 
Mstep: Class 42 contains 17627 members 
Mstep: Class 43 contains 6697 members 
Mstep: Class 44 contains 685 members 
Mstep: Class 45 contains 2174 members 
Mstep: Class 46 contains 1946 members 
Mstep: Class 47 contains 6184 members 
Entering Unmasked Estep 
Score: -100306160.000000 Penalty: 104006.164062
Splitting cluster 43 changes total score from -100306664.000000 to -100306160.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 44 (685 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Entering Unmasked Estep 
Score: -85209.859375 Penalty: 1061.030518
	Iteration 0F: 2 clusters Score -85209.86 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 360 members 
Entering Unmasked Estep 
Score: -84023.164062 Penalty: 2122.061035
	Iteration 0F: 3 clusters Score -84023.16 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -84219.695312 Penalty: 2122.061035
	Iteration 1F: 3 clusters Score -84219.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -84267.507812 Penalty: 2122.061035
	Iteration 2F: 3 clusters Score -84267.51 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -84293.835938 Penalty: 2122.061035
	Iteration 3Q: 3 clusters Score -84293.84 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -84308.867188 Penalty: 2122.061035
	Iteration 4Q: 3 clusters Score -84308.87 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -84311.789062 Penalty: 2122.061035
	Iteration 5Q: 3 clusters Score -84311.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -84312.367188 Penalty: 2122.061035
	Iteration 6Q: 3 clusters Score -84312.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -84312.367188 Penalty: 2122.061035
	Iteration 7F: 3 clusters Score -84312.37 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (2174 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Entering Unmasked Estep 
Score: -250279.265625 Penalty: 1248.702637
	Iteration 0F: 2 clusters Score -250279.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -248201.390625 Penalty: 2497.405273
	Iteration 0F: 3 clusters Score -248201.4 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -249054.125000 Penalty: 2497.405273
	Iteration 1F: 3 clusters Score -249054.1 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -249425.765625 Penalty: 2497.405273
	Iteration 2F: 3 clusters Score -249425.8 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -249668.718750 Penalty: 2497.405273
	Iteration 3F: 3 clusters Score -249668.7 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -249814.031250 Penalty: 2497.405273
	Iteration 4F: 3 clusters Score -249814 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -249915.484375 Penalty: 2497.405273
	Iteration 5Q: 3 clusters Score -249915.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -250008.125000 Penalty: 2497.405273
	Iteration 6Q: 3 clusters Score -250008.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -250085.062500 Penalty: 2497.405273
	Iteration 7Q: 3 clusters Score -250085.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -250185.390625 Penalty: 2497.405273
	Iteration 8Q: 3 clusters Score -250185.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -250302.109375 Penalty: 2497.405273
	Iteration 9Q: 3 clusters Score -250302.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -250345.734375 Penalty: 2497.405273
	Iteration 10Q: 3 clusters Score -250345.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -250372.687500 Penalty: 2497.405273
	Iteration 11Q: 3 clusters Score -250372.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -250399.609375 Penalty: 2497.405273
	Iteration 12Q: 3 clusters Score -250399.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -250438.562500 Penalty: 2497.405273
	Iteration 13Q: 3 clusters Score -250438.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -250503.656250 Penalty: 2497.405273
	Iteration 14Q: 3 clusters Score -250503.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -250623.625000 Penalty: 2497.405273
	Iteration 15Q: 3 clusters Score -250623.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -250682.078125 Penalty: 2497.405273
	Iteration 16Q: 3 clusters Score -250682.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -250713.187500 Penalty: 2497.405273
	Iteration 17Q: 3 clusters Score -250713.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -250717.437500 Penalty: 2497.405273
	Iteration 18Q: 3 clusters Score -250717.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -250717.500000 Penalty: 2497.405273
	Iteration 19Q: 3 clusters Score -250717.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -250718.734375 Penalty: 2497.405273
	Iteration 20F: 3 clusters Score -250718.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -250719.203125 Penalty: 2497.405273
	Iteration 21Q: 3 clusters Score -250719.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -250719.203125 Penalty: 2497.405273
	Iteration 22Q: 3 clusters Score -250719.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -250719.203125 Penalty: 2497.405273
	Iteration 23F: 3 clusters Score -250719.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 13529 members 
Mstep: Class 2 contains 24016 members 
Mstep: Class 3 contains 48171 members 
Mstep: Class 4 contains 8107 members 
Mstep: Class 5 contains 4385 members 
Mstep: Class 6 contains 3986 members 
Mstep: Class 7 contains 75765 members 
Mstep: Class 8 contains 16372 members 
Mstep: Class 9 contains 21823 members 
Mstep: Class 10 contains 33477 members 
Mstep: Class 11 contains 44372 members 
Mstep: Class 12 contains 12388 members 
Mstep: Class 13 contains 17523 members 
Mstep: Class 14 contains 17920 members 
Mstep: Class 15 contains 467 members 
Mstep: Class 16 contains 8494 members 
Mstep: Class 17 contains 6267 members 
Mstep: Class 18 contains 2857 members 
Mstep: Class 19 contains 3255 members 
Mstep: Class 20 contains 33095 members 
Mstep: Class 21 contains 15786 members 
Mstep: Class 22 contains 25591 members 
Mstep: Class 23 contains 4881 members 
Mstep: Class 24 contains 33717 members 
Mstep: Class 25 contains 2506 members 
Mstep: Class 26 contains 9791 members 
Mstep: Class 27 contains 4360 members 
Mstep: Class 28 contains 38245 members 
Mstep: Class 29 contains 4544 members 
Mstep: Class 30 contains 1827 members 
Mstep: Class 31 contains 3317 members 
Mstep: Class 32 contains 987 members 
Mstep: Class 33 contains 16778 members 
Mstep: Class 34 contains 3069 members 
Mstep: Class 35 contains 147942 members 
Mstep: Class 36 contains 11569 members 
Mstep: Class 37 contains 1762 members 
Mstep: Class 38 contains 22600 members 
Mstep: Class 39 contains 2540 members 
Mstep: Class 40 contains 25379 members 
Mstep: Class 41 contains 11801 members 
Mstep: Class 42 contains 17627 members 
Mstep: Class 43 contains 12881 members 
Mstep: Class 44 contains 685 members 
Mstep: Class 45 contains 1179 members 
Mstep: Class 46 contains 1946 members 
Mstep: Class 47 contains 995 members 
Entering Unmasked Estep 
Score: -100306152.000000 Penalty: 104006.164062
Splitting cluster 45 changes total score from -100306664.000000 to -100306152.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 46 (1946 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Entering Unmasked Estep 
Score: -241124.171875 Penalty: 1230.698853
	Iteration 0F: 2 clusters Score -241124.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -239092.609375 Penalty: 2461.397705
	Iteration 0F: 3 clusters Score -239092.6 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -239554.734375 Penalty: 2461.397705
	Iteration 1F: 3 clusters Score -239554.7 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -239706.921875 Penalty: 2461.397705
	Iteration 2F: 3 clusters Score -239706.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -239794.375000 Penalty: 2461.397705
	Iteration 3F: 3 clusters Score -239794.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -239846.062500 Penalty: 2461.397705
	Iteration 4Q: 3 clusters Score -239846.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -239875.843750 Penalty: 2461.397705
	Iteration 5Q: 3 clusters Score -239875.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -239903.375000 Penalty: 2461.397705
	Iteration 6Q: 3 clusters Score -239903.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -239942.609375 Penalty: 2461.397705
	Iteration 7Q: 3 clusters Score -239942.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -239995.781250 Penalty: 2461.397705
	Iteration 8Q: 3 clusters Score -239995.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -240060.671875 Penalty: 2461.397705
	Iteration 9Q: 3 clusters Score -240060.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -240118.796875 Penalty: 2461.397705
	Iteration 10Q: 3 clusters Score -240118.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -240180.296875 Penalty: 2461.397705
	Iteration 11Q: 3 clusters Score -240180.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -240226.171875 Penalty: 2461.397705
	Iteration 12Q: 3 clusters Score -240226.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -240271.562500 Penalty: 2461.397705
	Iteration 13Q: 3 clusters Score -240271.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -240327.328125 Penalty: 2461.397705
	Iteration 14Q: 3 clusters Score -240327.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -240378.578125 Penalty: 2461.397705
	Iteration 15Q: 3 clusters Score -240378.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -240430.234375 Penalty: 2461.397705
	Iteration 16Q: 3 clusters Score -240430.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -240462.625000 Penalty: 2461.397705
	Iteration 17Q: 3 clusters Score -240462.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -240498.031250 Penalty: 2461.397705
	Iteration 18Q: 3 clusters Score -240498 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -240520.875000 Penalty: 2461.397705
	Iteration 19Q: 3 clusters Score -240520.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -240531.765625 Penalty: 2461.397705
	Iteration 20F: 3 clusters Score -240531.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -240540.703125 Penalty: 2461.397705
	Iteration 21Q: 3 clusters Score -240540.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -240546.937500 Penalty: 2461.397705
	Iteration 22Q: 3 clusters Score -240546.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -240549.187500 Penalty: 2461.397705
	Iteration 23Q: 3 clusters Score -240549.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -240550.343750 Penalty: 2461.397705
	Iteration 24Q: 3 clusters Score -240550.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -240552.296875 Penalty: 2461.397705
	Iteration 25Q: 3 clusters Score -240552.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -240552.437500 Penalty: 2461.397705
	Iteration 26Q: 3 clusters Score -240552.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -240554.640625 Penalty: 2461.397705
	Iteration 27Q: 3 clusters Score -240554.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -240557.453125 Penalty: 2461.397705
	Iteration 28Q: 3 clusters Score -240557.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -240559.609375 Penalty: 2461.397705
	Iteration 29Q: 3 clusters Score -240559.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -240560.562500 Penalty: 2461.397705
	Iteration 30Q: 3 clusters Score -240560.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -240562.125000 Penalty: 2461.397705
	Iteration 31Q: 3 clusters Score -240562.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -240562.875000 Penalty: 2461.397705
	Iteration 32Q: 3 clusters Score -240562.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -240562.906250 Penalty: 2461.397705
	Iteration 33Q: 3 clusters Score -240562.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -240563.109375 Penalty: 2461.397705
	Iteration 34Q: 3 clusters Score -240563.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -240562.953125 Penalty: 2461.397705
	Iteration 35Q: 3 clusters Score -240563 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -240564.312500 Penalty: 2461.397705
	Iteration 36Q: 3 clusters Score -240564.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -240564.890625 Penalty: 2461.397705
	Iteration 37Q: 3 clusters Score -240564.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -240564.890625 Penalty: 2461.397705
	Iteration 38F: 3 clusters Score -240564.9 nChanged 0
21->47 Clusters: Score -100306664.000000, best is -100305072.000000
THE BEST YET!

Starting from 22 clusters...
--- Clustering full data set of 820631 points ---
Entering CEM 
Assigned 22 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38881 members 
Mstep: Class 2 contains 39213 members 
Mstep: Class 3 contains 39333 members 
Mstep: Class 4 contains 39221 members 
Mstep: Class 5 contains 39061 members 
Mstep: Class 6 contains 38874 members 
Mstep: Class 7 contains 39069 members 
Mstep: Class 8 contains 38855 members 
Mstep: Class 9 contains 39137 members 
Mstep: Class 10 contains 39341 members 
Mstep: Class 11 contains 38888 members 
Mstep: Class 12 contains 39446 members 
Mstep: Class 13 contains 39265 members 
Mstep: Class 14 contains 38870 members 
Mstep: Class 15 contains 38876 members 
Mstep: Class 16 contains 38934 members 
Mstep: Class 17 contains 39312 members 
Mstep: Class 18 contains 39167 members 
Mstep: Class 19 contains 39223 members 
Mstep: Class 20 contains 38688 members 
Mstep: Class 21 contains 38977 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 1. Lose 1855.578247 but Gain 2212.898438
Score: -95398400.000000 Penalty: 44257.941406
Iteration 0F: 21 clusters Score -9.53984e+07 nChanged 780774
Entering Unmasked Mstep 
Mstep: Class 0 contains 764 members 
Mstep: Class 2 contains 22982 members 
Mstep: Class 3 contains 32655 members 
Mstep: Class 4 contains 10628 members 
Mstep: Class 5 contains 15650 members 
Mstep: Class 6 contains 16240 members 
Mstep: Class 7 contains 30533 members 
Mstep: Class 8 contains 25187 members 
Mstep: Class 9 contains 53538 members 
Mstep: Class 10 contains 53853 members 
Mstep: Class 11 contains 48535 members 
Mstep: Class 12 contains 98887 members 
Mstep: Class 13 contains 40352 members 
Mstep: Class 14 contains 14536 members 
Mstep: Class 15 contains 31824 members 
Mstep: Class 16 contains 160392 members 
Mstep: Class 17 contains 34516 members 
Mstep: Class 18 contains 24663 members 
Mstep: Class 19 contains 43306 members 
Mstep: Class 20 contains 41153 members 
Mstep: Class 21 contains 20437 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -97836576.000000 Penalty: 44257.941406
Iteration 1F: 21 clusters Score -9.783658e+07 nChanged 361820
Entering Unmasked Mstep 
Mstep: Class 0 contains 320 members 
Mstep: Class 2 contains 18311 members 
Mstep: Class 3 contains 25050 members 
Mstep: Class 4 contains 6122 members 
Mstep: Class 5 contains 7514 members 
Mstep: Class 6 contains 13874 members 
Mstep: Class 7 contains 29437 members 
Mstep: Class 8 contains 15224 members 
Mstep: Class 9 contains 36003 members 
Mstep: Class 10 contains 51465 members 
Mstep: Class 11 contains 39818 members 
Mstep: Class 12 contains 119980 members 
Mstep: Class 13 contains 33714 members 
Mstep: Class 14 contains 9576 members 
Mstep: Class 15 contains 34780 members 
Mstep: Class 16 contains 226355 members 
Mstep: Class 17 contains 44635 members 
Mstep: Class 18 contains 26247 members 
Mstep: Class 19 contains 33754 members 
Mstep: Class 20 contains 24959 members 
Mstep: Class 21 contains 23493 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98754488.000000 Penalty: 44257.941406
Iteration 2F: 21 clusters Score -9.875449e+07 nChanged 252495
Entering Unmasked Mstep 
Mstep: Class 0 contains 204 members 
Mstep: Class 2 contains 15169 members 
Mstep: Class 3 contains 22193 members 
Mstep: Class 4 contains 4962 members 
Mstep: Class 5 contains 4287 members 
Mstep: Class 6 contains 10357 members 
Mstep: Class 7 contains 38387 members 
Mstep: Class 8 contains 9911 members 
Mstep: Class 9 contains 29027 members 
Mstep: Class 10 contains 51116 members 
Mstep: Class 11 contains 44263 members 
Mstep: Class 12 contains 139897 members 
Mstep: Class 13 contains 32832 members 
Mstep: Class 14 contains 6813 members 
Mstep: Class 15 contains 40872 members 
Mstep: Class 16 contains 203805 members 
Mstep: Class 17 contains 60789 members 
Mstep: Class 18 contains 29903 members 
Mstep: Class 19 contains 26491 members 
Mstep: Class 20 contains 21248 members 
Mstep: Class 21 contains 28105 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -99277024.000000 Penalty: 44257.941406
Iteration 3F: 21 clusters Score -9.927702e+07 nChanged 167257
Entering Unmasked Mstep 
Mstep: Class 0 contains 174 members 
Mstep: Class 2 contains 12725 members 
Mstep: Class 3 contains 21717 members 
Mstep: Class 4 contains 4946 members 
Mstep: Class 5 contains 3953 members 
Mstep: Class 6 contains 7780 members 
Mstep: Class 7 contains 48685 members 
Mstep: Class 8 contains 8102 members 
Mstep: Class 9 contains 25778 members 
Mstep: Class 10 contains 50982 members 
Mstep: Class 11 contains 48356 members 
Mstep: Class 12 contains 135705 members 
Mstep: Class 13 contains 34823 members 
Mstep: Class 14 contains 5765 members 
Mstep: Class 15 contains 42315 members 
Mstep: Class 16 contains 196792 members 
Mstep: Class 17 contains 68380 members 
Mstep: Class 18 contains 28973 members 
Mstep: Class 19 contains 23017 members 
Mstep: Class 20 contains 21266 members 
Mstep: Class 21 contains 30397 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -99555672.000000 Penalty: 44257.941406
Iteration 4F: 21 clusters Score -9.955567e+07 nChanged 112234
Entering Unmasked Mstep 
Mstep: Class 0 contains 153 members 
Mstep: Class 2 contains 10950 members 
Mstep: Class 3 contains 21295 members 
Mstep: Class 4 contains 4715 members 
Mstep: Class 5 contains 5269 members 
Mstep: Class 6 contains 6119 members 
Mstep: Class 7 contains 59015 members 
Mstep: Class 8 contains 8153 members 
Mstep: Class 9 contains 25032 members 
Mstep: Class 10 contains 50422 members 
Mstep: Class 11 contains 48602 members 
Mstep: Class 12 contains 126233 members 
Mstep: Class 13 contains 37477 members 
Mstep: Class 14 contains 5811 members 
Mstep: Class 15 contains 41493 members 
Mstep: Class 16 contains 197450 members 
Mstep: Class 17 contains 71199 members 
Mstep: Class 18 contains 27591 members 
Mstep: Class 19 contains 20817 members 
Mstep: Class 20 contains 21049 members 
Mstep: Class 21 contains 31786 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -99710936.000000 Penalty: 44257.941406
Iteration 5F: 21 clusters Score -9.971094e+07 nChanged 77765
Entering Unmasked Mstep 
Mstep: Class 0 contains 121 members 
Mstep: Class 2 contains 9545 members 
Mstep: Class 3 contains 20716 members 
Mstep: Class 4 contains 4160 members 
Mstep: Class 5 contains 7495 members 
Mstep: Class 6 contains 4904 members 
Mstep: Class 7 contains 68145 members 
Mstep: Class 8 contains 9275 members 
Mstep: Class 9 contains 26115 members 
Mstep: Class 10 contains 48243 members 
Mstep: Class 11 contains 47769 members 
Mstep: Class 12 contains 118013 members 
Mstep: Class 13 contains 40512 members 
Mstep: Class 14 contains 6489 members 
Mstep: Class 15 contains 42931 members 
Mstep: Class 16 contains 195745 members 
Mstep: Class 17 contains 72155 members 
Mstep: Class 18 contains 26370 members 
Mstep: Class 19 contains 19485 members 
Mstep: Class 20 contains 20349 members 
Mstep: Class 21 contains 32094 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -99810536.000000 Penalty: 44257.941406
Iteration 6F: 21 clusters Score -9.981054e+07 nChanged 58601
Entering Unmasked Mstep 
Mstep: Class 0 contains 83 members 
Mstep: Class 2 contains 8312 members 
Mstep: Class 3 contains 19933 members 
Mstep: Class 4 contains 3502 members 
Mstep: Class 5 contains 9809 members 
Mstep: Class 6 contains 4204 members 
Mstep: Class 7 contains 77508 members 
Mstep: Class 8 contains 10819 members 
Mstep: Class 9 contains 28088 members 
Mstep: Class 10 contains 45022 members 
Mstep: Class 11 contains 46270 members 
Mstep: Class 12 contains 111843 members 
Mstep: Class 13 contains 43406 members 
Mstep: Class 14 contains 7323 members 
Mstep: Class 15 contains 44474 members 
Mstep: Class 16 contains 193157 members 
Mstep: Class 17 contains 72276 members 
Mstep: Class 18 contains 25162 members 
Mstep: Class 19 contains 18966 members 
Mstep: Class 20 contains 19503 members 
Mstep: Class 21 contains 30971 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -99874504.000000 Penalty: 44257.941406
Iteration 7F: 21 clusters Score -9.98745e+07 nChanged 46816
Entering Unmasked Mstep 
Mstep: Class 0 contains 68 members 
Mstep: Class 2 contains 7271 members 
Mstep: Class 3 contains 19250 members 
Mstep: Class 4 contains 2890 members 
Mstep: Class 5 contains 11964 members 
Mstep: Class 6 contains 3924 members 
Mstep: Class 7 contains 87422 members 
Mstep: Class 8 contains 12255 members 
Mstep: Class 9 contains 30489 members 
Mstep: Class 10 contains 41540 members 
Mstep: Class 11 contains 44680 members 
Mstep: Class 12 contains 107136 members 
Mstep: Class 13 contains 46267 members 
Mstep: Class 14 contains 7797 members 
Mstep: Class 15 contains 44394 members 
Mstep: Class 16 contains 190483 members 
Mstep: Class 17 contains 72122 members 
Mstep: Class 18 contains 24131 members 
Mstep: Class 19 contains 18866 members 
Mstep: Class 20 contains 18814 members 
Mstep: Class 21 contains 28868 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -99918744.000000 Penalty: 44257.941406
Iteration 8F: 21 clusters Score -9.991874e+07 nChanged 38398
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 2 contains 6522 members 
Mstep: Class 3 contains 18782 members 
Mstep: Class 4 contains 2443 members 
Mstep: Class 5 contains 13554 members 
Mstep: Class 6 contains 4032 members 
Mstep: Class 7 contains 96832 members 
Mstep: Class 8 contains 13389 members 
Mstep: Class 9 contains 32954 members 
Mstep: Class 10 contains 38219 members 
Mstep: Class 11 contains 43156 members 
Mstep: Class 12 contains 103229 members 
Mstep: Class 13 contains 49021 members 
Mstep: Class 14 contains 7976 members 
Mstep: Class 15 contains 43927 members 
Mstep: Class 16 contains 188057 members 
Mstep: Class 17 contains 71638 members 
Mstep: Class 18 contains 23233 members 
Mstep: Class 19 contains 19083 members 
Mstep: Class 20 contains 18277 members 
Mstep: Class 21 contains 26244 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -99953056.000000 Penalty: 44257.941406
Iteration 9Q: 21 clusters Score -9.995306e+07 nChanged 32511
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 2 contains 6041 members 
Mstep: Class 3 contains 18455 members 
Mstep: Class 4 contains 2191 members 
Mstep: Class 5 contains 14747 members 
Mstep: Class 6 contains 4627 members 
Mstep: Class 7 contains 105303 members 
Mstep: Class 8 contains 14327 members 
Mstep: Class 9 contains 35243 members 
Mstep: Class 10 contains 35097 members 
Mstep: Class 11 contains 41778 members 
Mstep: Class 12 contains 100113 members 
Mstep: Class 13 contains 51284 members 
Mstep: Class 14 contains 7934 members 
Mstep: Class 15 contains 43607 members 
Mstep: Class 16 contains 185943 members 
Mstep: Class 17 contains 70714 members 
Mstep: Class 18 contains 22357 members 
Mstep: Class 19 contains 19350 members 
Mstep: Class 20 contains 17886 members 
Mstep: Class 21 contains 23571 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -99977600.000000 Penalty: 44257.941406
Iteration 10Q: 21 clusters Score -9.99776e+07 nChanged 27930
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 2 contains 5674 members 
Mstep: Class 3 contains 18199 members 
Mstep: Class 4 contains 2052 members 
Mstep: Class 5 contains 15717 members 
Mstep: Class 6 contains 5387 members 
Mstep: Class 7 contains 112382 members 
Mstep: Class 8 contains 15104 members 
Mstep: Class 9 contains 37462 members 
Mstep: Class 10 contains 32610 members 
Mstep: Class 11 contains 40478 members 
Mstep: Class 12 contains 97574 members 
Mstep: Class 13 contains 53227 members 
Mstep: Class 14 contains 7886 members 
Mstep: Class 15 contains 43236 members 
Mstep: Class 16 contains 184111 members 
Mstep: Class 17 contains 69322 members 
Mstep: Class 18 contains 21685 members 
Mstep: Class 19 contains 19580 members 
Mstep: Class 20 contains 17583 members 
Mstep: Class 21 contains 21299 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -99997576.000000 Penalty: 44257.941406
Iteration 11Q: 21 clusters Score -9.999758e+07 nChanged 24057
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 2 contains 5459 members 
Mstep: Class 3 contains 17892 members 
Mstep: Class 4 contains 1985 members 
Mstep: Class 5 contains 16470 members 
Mstep: Class 6 contains 6133 members 
Mstep: Class 7 contains 117886 members 
Mstep: Class 8 contains 15758 members 
Mstep: Class 9 contains 39457 members 
Mstep: Class 10 contains 31004 members 
Mstep: Class 11 contains 39251 members 
Mstep: Class 12 contains 95593 members 
Mstep: Class 13 contains 54719 members 
Mstep: Class 14 contains 7833 members 
Mstep: Class 15 contains 42911 members 
Mstep: Class 16 contains 182543 members 
Mstep: Class 17 contains 67627 members 
Mstep: Class 18 contains 21289 members 
Mstep: Class 19 contains 19773 members 
Mstep: Class 20 contains 17388 members 
Mstep: Class 21 contains 19596 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100012864.000000 Penalty: 44257.941406
Iteration 12Q: 21 clusters Score -1.000129e+08 nChanged 20858
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 2 contains 5280 members 
Mstep: Class 3 contains 17599 members 
Mstep: Class 4 contains 1952 members 
Mstep: Class 5 contains 17083 members 
Mstep: Class 6 contains 6801 members 
Mstep: Class 7 contains 121978 members 
Mstep: Class 8 contains 16279 members 
Mstep: Class 9 contains 41336 members 
Mstep: Class 10 contains 30107 members 
Mstep: Class 11 contains 38221 members 
Mstep: Class 12 contains 94018 members 
Mstep: Class 13 contains 55672 members 
Mstep: Class 14 contains 7859 members 
Mstep: Class 15 contains 42581 members 
Mstep: Class 16 contains 181270 members 
Mstep: Class 17 contains 65714 members 
Mstep: Class 18 contains 21108 members 
Mstep: Class 19 contains 20055 members 
Mstep: Class 20 contains 17290 members 
Mstep: Class 21 contains 18364 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100026208.000000 Penalty: 44257.941406
Iteration 13Q: 21 clusters Score -1.000262e+08 nChanged 18444
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 2 contains 5108 members 
Mstep: Class 3 contains 17310 members 
Mstep: Class 4 contains 1928 members 
Mstep: Class 5 contains 17573 members 
Mstep: Class 6 contains 7378 members 
Mstep: Class 7 contains 124982 members 
Mstep: Class 8 contains 16671 members 
Mstep: Class 9 contains 43271 members 
Mstep: Class 10 contains 29615 members 
Mstep: Class 11 contains 37430 members 
Mstep: Class 12 contains 92780 members 
Mstep: Class 13 contains 56298 members 
Mstep: Class 14 contains 8004 members 
Mstep: Class 15 contains 42283 members 
Mstep: Class 16 contains 180151 members 
Mstep: Class 17 contains 63681 members 
Mstep: Class 18 contains 20964 members 
Mstep: Class 19 contains 20364 members 
Mstep: Class 20 contains 17330 members 
Mstep: Class 21 contains 17446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100036784.000000 Penalty: 44257.941406
Iteration 14Q: 21 clusters Score -1.000368e+08 nChanged 16104
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 2 contains 4961 members 
Mstep: Class 3 contains 17061 members 
Mstep: Class 4 contains 1928 members 
Mstep: Class 5 contains 17998 members 
Mstep: Class 6 contains 7885 members 
Mstep: Class 7 contains 127049 members 
Mstep: Class 8 contains 16966 members 
Mstep: Class 9 contains 45197 members 
Mstep: Class 10 contains 29436 members 
Mstep: Class 11 contains 36780 members 
Mstep: Class 12 contains 91751 members 
Mstep: Class 13 contains 56631 members 
Mstep: Class 14 contains 8261 members 
Mstep: Class 15 contains 42016 members 
Mstep: Class 16 contains 179131 members 
Mstep: Class 17 contains 61716 members 
Mstep: Class 18 contains 20819 members 
Mstep: Class 19 contains 20689 members 
Mstep: Class 20 contains 17569 members 
Mstep: Class 21 contains 16723 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100044528.000000 Penalty: 44257.941406
Iteration 15Q: 21 clusters Score -1.000445e+08 nChanged 13972
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 2 contains 4825 members 
Mstep: Class 3 contains 16884 members 
Mstep: Class 4 contains 1932 members 
Mstep: Class 5 contains 18385 members 
Mstep: Class 6 contains 8310 members 
Mstep: Class 7 contains 128251 members 
Mstep: Class 8 contains 17154 members 
Mstep: Class 9 contains 46744 members 
Mstep: Class 10 contains 29418 members 
Mstep: Class 11 contains 36430 members 
Mstep: Class 12 contains 90957 members 
Mstep: Class 13 contains 56728 members 
Mstep: Class 14 contains 8710 members 
Mstep: Class 15 contains 41786 members 
Mstep: Class 16 contains 178291 members 
Mstep: Class 17 contains 60026 members 
Mstep: Class 18 contains 20681 members 
Mstep: Class 19 contains 21046 members 
Mstep: Class 20 contains 17802 members 
Mstep: Class 21 contains 16206 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100050896.000000 Penalty: 44257.941406
Iteration 16Q: 21 clusters Score -1.000509e+08 nChanged 12150
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 2 contains 4736 members 
Mstep: Class 3 contains 16728 members 
Mstep: Class 4 contains 1935 members 
Mstep: Class 5 contains 18740 members 
Mstep: Class 6 contains 8687 members 
Mstep: Class 7 contains 128685 members 
Mstep: Class 8 contains 17308 members 
Mstep: Class 9 contains 47916 members 
Mstep: Class 10 contains 29657 members 
Mstep: Class 11 contains 36207 members 
Mstep: Class 12 contains 90331 members 
Mstep: Class 13 contains 56645 members 
Mstep: Class 14 contains 9459 members 
Mstep: Class 15 contains 41574 members 
Mstep: Class 16 contains 177590 members 
Mstep: Class 17 contains 58662 members 
Mstep: Class 18 contains 20530 members 
Mstep: Class 19 contains 21427 members 
Mstep: Class 20 contains 17965 members 
Mstep: Class 21 contains 15784 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100056072.000000 Penalty: 44257.941406
Iteration 17Q: 21 clusters Score -1.000561e+08 nChanged 11186
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 2 contains 4651 members 
Mstep: Class 3 contains 16599 members 
Mstep: Class 4 contains 1936 members 
Mstep: Class 5 contains 19068 members 
Mstep: Class 6 contains 9004 members 
Mstep: Class 7 contains 128674 members 
Mstep: Class 8 contains 17429 members 
Mstep: Class 9 contains 48762 members 
Mstep: Class 10 contains 30039 members 
Mstep: Class 11 contains 36089 members 
Mstep: Class 12 contains 89886 members 
Mstep: Class 13 contains 56264 members 
Mstep: Class 14 contains 10658 members 
Mstep: Class 15 contains 41409 members 
Mstep: Class 16 contains 177057 members 
Mstep: Class 17 contains 57497 members 
Mstep: Class 18 contains 20390 members 
Mstep: Class 19 contains 21829 members 
Mstep: Class 20 contains 17926 members 
Mstep: Class 21 contains 15398 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100061480.000000 Penalty: 44257.941406
Iteration 18Q: 21 clusters Score -1.000615e+08 nChanged 10225
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 2 contains 4584 members 
Mstep: Class 3 contains 16474 members 
Mstep: Class 4 contains 1934 members 
Mstep: Class 5 contains 19414 members 
Mstep: Class 6 contains 9305 members 
Mstep: Class 7 contains 128522 members 
Mstep: Class 8 contains 17542 members 
Mstep: Class 9 contains 49432 members 
Mstep: Class 10 contains 30628 members 
Mstep: Class 11 contains 36035 members 
Mstep: Class 12 contains 89592 members 
Mstep: Class 13 contains 55662 members 
Mstep: Class 14 contains 12272 members 
Mstep: Class 15 contains 41252 members 
Mstep: Class 16 contains 176609 members 
Mstep: Class 17 contains 56565 members 
Mstep: Class 18 contains 20160 members 
Mstep: Class 19 contains 22189 members 
Mstep: Class 20 contains 17311 members 
Mstep: Class 21 contains 15083 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100066264.000000 Penalty: 44257.941406
Iteration 19Q: 21 clusters Score -1.000663e+08 nChanged 9368
Entering Unmasked Mstep 
Mstep: Class 0 contains 67 members 
Mstep: Class 2 contains 4523 members 
Mstep: Class 3 contains 16357 members 
Mstep: Class 4 contains 1933 members 
Mstep: Class 5 contains 19753 members 
Mstep: Class 6 contains 9587 members 
Mstep: Class 7 contains 128401 members 
Mstep: Class 8 contains 17604 members 
Mstep: Class 9 contains 49960 members 
Mstep: Class 10 contains 31232 members 
Mstep: Class 11 contains 36072 members 
Mstep: Class 12 contains 89391 members 
Mstep: Class 13 contains 55015 members 
Mstep: Class 14 contains 14152 members 
Mstep: Class 15 contains 41120 members 
Mstep: Class 16 contains 176276 members 
Mstep: Class 17 contains 55801 members 
Mstep: Class 18 contains 19878 members 
Mstep: Class 19 contains 22494 members 
Mstep: Class 20 contains 16203 members 
Mstep: Class 21 contains 14812 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100071464.000000 Penalty: 44257.941406
Iteration 20F: 21 clusters Score -1.000715e+08 nChanged 9126
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 2 contains 4494 members 
Mstep: Class 3 contains 16254 members 
Mstep: Class 4 contains 1932 members 
Mstep: Class 5 contains 20071 members 
Mstep: Class 6 contains 10082 members 
Mstep: Class 7 contains 128311 members 
Mstep: Class 8 contains 17642 members 
Mstep: Class 9 contains 50571 members 
Mstep: Class 10 contains 31642 members 
Mstep: Class 11 contains 36075 members 
Mstep: Class 12 contains 89174 members 
Mstep: Class 13 contains 54293 members 
Mstep: Class 14 contains 16342 members 
Mstep: Class 15 contains 40995 members 
Mstep: Class 16 contains 176035 members 
Mstep: Class 17 contains 55093 members 
Mstep: Class 18 contains 19387 members 
Mstep: Class 19 contains 22763 members 
Mstep: Class 20 contains 14829 members 
Mstep: Class 21 contains 14581 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100076064.000000 Penalty: 44257.941406
Iteration 21Q: 21 clusters Score -1.000761e+08 nChanged 8372
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 2 contains 4470 members 
Mstep: Class 3 contains 16186 members 
Mstep: Class 4 contains 1926 members 
Mstep: Class 5 contains 20426 members 
Mstep: Class 6 contains 10537 members 
Mstep: Class 7 contains 128242 members 
Mstep: Class 8 contains 17618 members 
Mstep: Class 9 contains 51009 members 
Mstep: Class 10 contains 31772 members 
Mstep: Class 11 contains 36193 members 
Mstep: Class 12 contains 88970 members 
Mstep: Class 13 contains 53662 members 
Mstep: Class 14 contains 18395 members 
Mstep: Class 15 contains 40871 members 
Mstep: Class 16 contains 175862 members 
Mstep: Class 17 contains 54552 members 
Mstep: Class 18 contains 18848 members 
Mstep: Class 19 contains 22957 members 
Mstep: Class 20 contains 13688 members 
Mstep: Class 21 contains 14382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100079784.000000 Penalty: 44257.941406
Iteration 22Q: 21 clusters Score -1.000798e+08 nChanged 7519
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 2 contains 4422 members 
Mstep: Class 3 contains 16118 members 
Mstep: Class 4 contains 1914 members 
Mstep: Class 5 contains 20764 members 
Mstep: Class 6 contains 10771 members 
Mstep: Class 7 contains 128214 members 
Mstep: Class 8 contains 17614 members 
Mstep: Class 9 contains 51377 members 
Mstep: Class 10 contains 31641 members 
Mstep: Class 11 contains 36378 members 
Mstep: Class 12 contains 88750 members 
Mstep: Class 13 contains 53118 members 
Mstep: Class 14 contains 20257 members 
Mstep: Class 15 contains 40763 members 
Mstep: Class 16 contains 175732 members 
Mstep: Class 17 contains 54110 members 
Mstep: Class 18 contains 18382 members 
Mstep: Class 19 contains 23163 members 
Mstep: Class 20 contains 12828 members 
Mstep: Class 21 contains 14250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100083536.000000 Penalty: 44257.941406
Iteration 23Q: 21 clusters Score -1.000835e+08 nChanged 6873
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 2 contains 4374 members 
Mstep: Class 3 contains 16059 members 
Mstep: Class 4 contains 1914 members 
Mstep: Class 5 contains 21051 members 
Mstep: Class 6 contains 10865 members 
Mstep: Class 7 contains 128107 members 
Mstep: Class 8 contains 17636 members 
Mstep: Class 9 contains 51730 members 
Mstep: Class 10 contains 31252 members 
Mstep: Class 11 contains 36584 members 
Mstep: Class 12 contains 88584 members 
Mstep: Class 13 contains 52572 members 
Mstep: Class 14 contains 22111 members 
Mstep: Class 15 contains 40670 members 
Mstep: Class 16 contains 175654 members 
Mstep: Class 17 contains 53704 members 
Mstep: Class 18 contains 18010 members 
Mstep: Class 19 contains 23374 members 
Mstep: Class 20 contains 12160 members 
Mstep: Class 21 contains 14155 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100086792.000000 Penalty: 44257.941406
Iteration 24Q: 21 clusters Score -1.000868e+08 nChanged 6351
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 2 contains 4339 members 
Mstep: Class 3 contains 15989 members 
Mstep: Class 4 contains 1907 members 
Mstep: Class 5 contains 21306 members 
Mstep: Class 6 contains 10894 members 
Mstep: Class 7 contains 127878 members 
Mstep: Class 8 contains 17671 members 
Mstep: Class 9 contains 51998 members 
Mstep: Class 10 contains 30800 members 
Mstep: Class 11 contains 36819 members 
Mstep: Class 12 contains 88408 members 
Mstep: Class 13 contains 52036 members 
Mstep: Class 14 contains 23892 members 
Mstep: Class 15 contains 40578 members 
Mstep: Class 16 contains 175606 members 
Mstep: Class 17 contains 53381 members 
Mstep: Class 18 contains 17765 members 
Mstep: Class 19 contains 23609 members 
Mstep: Class 20 contains 11597 members 
Mstep: Class 21 contains 14093 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100088560.000000 Penalty: 44257.941406
Iteration 25Q: 21 clusters Score -1.000886e+08 nChanged 5584
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 2 contains 4319 members 
Mstep: Class 3 contains 15931 members 
Mstep: Class 4 contains 1902 members 
Mstep: Class 5 contains 21564 members 
Mstep: Class 6 contains 10881 members 
Mstep: Class 7 contains 127639 members 
Mstep: Class 8 contains 17711 members 
Mstep: Class 9 contains 52265 members 
Mstep: Class 10 contains 30261 members 
Mstep: Class 11 contains 37103 members 
Mstep: Class 12 contains 88233 members 
Mstep: Class 13 contains 51504 members 
Mstep: Class 14 contains 25462 members 
Mstep: Class 15 contains 40492 members 
Mstep: Class 16 contains 175544 members 
Mstep: Class 17 contains 53088 members 
Mstep: Class 18 contains 17608 members 
Mstep: Class 19 contains 23815 members 
Mstep: Class 20 contains 11170 members 
Mstep: Class 21 contains 14074 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100090080.000000 Penalty: 44257.941406
Iteration 26Q: 21 clusters Score -1.000901e+08 nChanged 4850
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 2 contains 4279 members 
Mstep: Class 3 contains 15882 members 
Mstep: Class 4 contains 1900 members 
Mstep: Class 5 contains 21821 members 
Mstep: Class 6 contains 10864 members 
Mstep: Class 7 contains 127492 members 
Mstep: Class 8 contains 17748 members 
Mstep: Class 9 contains 52502 members 
Mstep: Class 10 contains 29653 members 
Mstep: Class 11 contains 37383 members 
Mstep: Class 12 contains 88034 members 
Mstep: Class 13 contains 50983 members 
Mstep: Class 14 contains 26816 members 
Mstep: Class 15 contains 40378 members 
Mstep: Class 16 contains 175495 members 
Mstep: Class 17 contains 52844 members 
Mstep: Class 18 contains 17526 members 
Mstep: Class 19 contains 24029 members 
Mstep: Class 20 contains 10867 members 
Mstep: Class 21 contains 14070 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100091304.000000 Penalty: 44257.941406
Iteration 27Q: 21 clusters Score -1.000913e+08 nChanged 4165
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 2 contains 4230 members 
Mstep: Class 3 contains 15834 members 
Mstep: Class 4 contains 1901 members 
Mstep: Class 5 contains 22059 members 
Mstep: Class 6 contains 10854 members 
Mstep: Class 7 contains 127412 members 
Mstep: Class 8 contains 17774 members 
Mstep: Class 9 contains 52721 members 
Mstep: Class 10 contains 29101 members 
Mstep: Class 11 contains 37685 members 
Mstep: Class 12 contains 87784 members 
Mstep: Class 13 contains 50502 members 
Mstep: Class 14 contains 27897 members 
Mstep: Class 15 contains 40269 members 
Mstep: Class 16 contains 175414 members 
Mstep: Class 17 contains 52633 members 
Mstep: Class 18 contains 17490 members 
Mstep: Class 19 contains 24250 members 
Mstep: Class 20 contains 10691 members 
Mstep: Class 21 contains 14065 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100092712.000000 Penalty: 44257.941406
Iteration 28Q: 21 clusters Score -1.000927e+08 nChanged 3604
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 2 contains 4205 members 
Mstep: Class 3 contains 15789 members 
Mstep: Class 4 contains 1900 members 
Mstep: Class 5 contains 22261 members 
Mstep: Class 6 contains 10842 members 
Mstep: Class 7 contains 127394 members 
Mstep: Class 8 contains 17795 members 
Mstep: Class 9 contains 52890 members 
Mstep: Class 10 contains 28645 members 
Mstep: Class 11 contains 37962 members 
Mstep: Class 12 contains 87535 members 
Mstep: Class 13 contains 50052 members 
Mstep: Class 14 contains 28794 members 
Mstep: Class 15 contains 40172 members 
Mstep: Class 16 contains 175356 members 
Mstep: Class 17 contains 52436 members 
Mstep: Class 18 contains 17459 members 
Mstep: Class 19 contains 24462 members 
Mstep: Class 20 contains 10554 members 
Mstep: Class 21 contains 14063 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100093288.000000 Penalty: 44257.941406
Iteration 29Q: 21 clusters Score -1.000933e+08 nChanged 3206
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 2 contains 4179 members 
Mstep: Class 3 contains 15751 members 
Mstep: Class 4 contains 1897 members 
Mstep: Class 5 contains 22429 members 
Mstep: Class 6 contains 10834 members 
Mstep: Class 7 contains 127396 members 
Mstep: Class 8 contains 17823 members 
Mstep: Class 9 contains 53033 members 
Mstep: Class 10 contains 28223 members 
Mstep: Class 11 contains 38241 members 
Mstep: Class 12 contains 87289 members 
Mstep: Class 13 contains 49604 members 
Mstep: Class 14 contains 29573 members 
Mstep: Class 15 contains 40107 members 
Mstep: Class 16 contains 175291 members 
Mstep: Class 17 contains 52243 members 
Mstep: Class 18 contains 17439 members 
Mstep: Class 19 contains 24694 members 
Mstep: Class 20 contains 10459 members 
Mstep: Class 21 contains 14061 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100094168.000000 Penalty: 44257.941406
Iteration 30Q: 21 clusters Score -1.000942e+08 nChanged 2957
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 2 contains 4152 members 
Mstep: Class 3 contains 15710 members 
Mstep: Class 4 contains 1898 members 
Mstep: Class 5 contains 22591 members 
Mstep: Class 6 contains 10829 members 
Mstep: Class 7 contains 127424 members 
Mstep: Class 8 contains 17854 members 
Mstep: Class 9 contains 53188 members 
Mstep: Class 10 contains 27841 members 
Mstep: Class 11 contains 38535 members 
Mstep: Class 12 contains 87004 members 
Mstep: Class 13 contains 49148 members 
Mstep: Class 14 contains 30273 members 
Mstep: Class 15 contains 40044 members 
Mstep: Class 16 contains 175216 members 
Mstep: Class 17 contains 52052 members 
Mstep: Class 18 contains 17418 members 
Mstep: Class 19 contains 24921 members 
Mstep: Class 20 contains 10406 members 
Mstep: Class 21 contains 14062 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100094808.000000 Penalty: 44257.941406
Iteration 31Q: 21 clusters Score -1.000948e+08 nChanged 2695
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 2 contains 4134 members 
Mstep: Class 3 contains 15650 members 
Mstep: Class 4 contains 1895 members 
Mstep: Class 5 contains 22738 members 
Mstep: Class 6 contains 10828 members 
Mstep: Class 7 contains 127481 members 
Mstep: Class 8 contains 17892 members 
Mstep: Class 9 contains 53337 members 
Mstep: Class 10 contains 27517 members 
Mstep: Class 11 contains 38843 members 
Mstep: Class 12 contains 86671 members 
Mstep: Class 13 contains 48703 members 
Mstep: Class 14 contains 30859 members 
Mstep: Class 15 contains 39977 members 
Mstep: Class 16 contains 175154 members 
Mstep: Class 17 contains 51880 members 
Mstep: Class 18 contains 17413 members 
Mstep: Class 19 contains 25169 members 
Mstep: Class 20 contains 10366 members 
Mstep: Class 21 contains 14059 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100094968.000000 Penalty: 44257.941406
Iteration 32Q: 21 clusters Score -1.00095e+08 nChanged 2564
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 2 contains 4126 members 
Mstep: Class 3 contains 15589 members 
Mstep: Class 4 contains 1894 members 
Mstep: Class 5 contains 22872 members 
Mstep: Class 6 contains 10827 members 
Mstep: Class 7 contains 127541 members 
Mstep: Class 8 contains 17938 members 
Mstep: Class 9 contains 53449 members 
Mstep: Class 10 contains 27245 members 
Mstep: Class 11 contains 39140 members 
Mstep: Class 12 contains 86321 members 
Mstep: Class 13 contains 48307 members 
Mstep: Class 14 contains 31378 members 
Mstep: Class 15 contains 39927 members 
Mstep: Class 16 contains 175076 members 
Mstep: Class 17 contains 51714 members 
Mstep: Class 18 contains 17410 members 
Mstep: Class 19 contains 25432 members 
Mstep: Class 20 contains 10322 members 
Mstep: Class 21 contains 14058 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100095256.000000 Penalty: 44257.941406
Iteration 33Q: 21 clusters Score -1.000953e+08 nChanged 2462
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 2 contains 4108 members 
Mstep: Class 3 contains 15513 members 
Mstep: Class 4 contains 1893 members 
Mstep: Class 5 contains 22994 members 
Mstep: Class 6 contains 10827 members 
Mstep: Class 7 contains 127630 members 
Mstep: Class 8 contains 18000 members 
Mstep: Class 9 contains 53531 members 
Mstep: Class 10 contains 26990 members 
Mstep: Class 11 contains 39442 members 
Mstep: Class 12 contains 85970 members 
Mstep: Class 13 contains 47918 members 
Mstep: Class 14 contains 31838 members 
Mstep: Class 15 contains 39874 members 
Mstep: Class 16 contains 174997 members 
Mstep: Class 17 contains 51566 members 
Mstep: Class 18 contains 17411 members 
Mstep: Class 19 contains 25719 members 
Mstep: Class 20 contains 10289 members 
Mstep: Class 21 contains 14056 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100095760.000000 Penalty: 44257.941406
Iteration 34Q: 21 clusters Score -1.000958e+08 nChanged 2381
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 2 contains 4101 members 
Mstep: Class 3 contains 15426 members 
Mstep: Class 4 contains 1895 members 
Mstep: Class 5 contains 23124 members 
Mstep: Class 6 contains 10830 members 
Mstep: Class 7 contains 127705 members 
Mstep: Class 8 contains 18056 members 
Mstep: Class 9 contains 53618 members 
Mstep: Class 10 contains 26763 members 
Mstep: Class 11 contains 39786 members 
Mstep: Class 12 contains 85596 members 
Mstep: Class 13 contains 47547 members 
Mstep: Class 14 contains 32259 members 
Mstep: Class 15 contains 39828 members 
Mstep: Class 16 contains 174914 members 
Mstep: Class 17 contains 51396 members 
Mstep: Class 18 contains 17411 members 
Mstep: Class 19 contains 25995 members 
Mstep: Class 20 contains 10261 members 
Mstep: Class 21 contains 14055 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100095984.000000 Penalty: 44257.941406
Iteration 35Q: 21 clusters Score -1.00096e+08 nChanged 2357
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 2 contains 4103 members 
Mstep: Class 3 contains 15331 members 
Mstep: Class 4 contains 1896 members 
Mstep: Class 5 contains 23242 members 
Mstep: Class 6 contains 10834 members 
Mstep: Class 7 contains 127754 members 
Mstep: Class 8 contains 18115 members 
Mstep: Class 9 contains 53661 members 
Mstep: Class 10 contains 26566 members 
Mstep: Class 11 contains 40113 members 
Mstep: Class 12 contains 85217 members 
Mstep: Class 13 contains 47171 members 
Mstep: Class 14 contains 32674 members 
Mstep: Class 15 contains 39791 members 
Mstep: Class 16 contains 174852 members 
Mstep: Class 17 contains 51261 members 
Mstep: Class 18 contains 17405 members 
Mstep: Class 19 contains 26279 members 
Mstep: Class 20 contains 10245 members 
Mstep: Class 21 contains 14056 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100096488.000000 Penalty: 44257.941406
Iteration 36Q: 21 clusters Score -1.000965e+08 nChanged 2316
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 2 contains 4108 members 
Mstep: Class 3 contains 15224 members 
Mstep: Class 4 contains 1897 members 
Mstep: Class 5 contains 23342 members 
Mstep: Class 6 contains 10838 members 
Mstep: Class 7 contains 127834 members 
Mstep: Class 8 contains 18168 members 
Mstep: Class 9 contains 53735 members 
Mstep: Class 10 contains 26378 members 
Mstep: Class 11 contains 40428 members 
Mstep: Class 12 contains 84834 members 
Mstep: Class 13 contains 46765 members 
Mstep: Class 14 contains 33059 members 
Mstep: Class 15 contains 39753 members 
Mstep: Class 16 contains 174790 members 
Mstep: Class 17 contains 51117 members 
Mstep: Class 18 contains 17402 members 
Mstep: Class 19 contains 26602 members 
Mstep: Class 20 contains 10233 members 
Mstep: Class 21 contains 14059 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100096672.000000 Penalty: 44257.941406
Iteration 37Q: 21 clusters Score -1.000967e+08 nChanged 2280
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 2 contains 4108 members 
Mstep: Class 3 contains 15108 members 
Mstep: Class 4 contains 1898 members 
Mstep: Class 5 contains 23454 members 
Mstep: Class 6 contains 10841 members 
Mstep: Class 7 contains 127883 members 
Mstep: Class 8 contains 18224 members 
Mstep: Class 9 contains 53786 members 
Mstep: Class 10 contains 26201 members 
Mstep: Class 11 contains 40805 members 
Mstep: Class 12 contains 84387 members 
Mstep: Class 13 contains 46405 members 
Mstep: Class 14 contains 33444 members 
Mstep: Class 15 contains 39709 members 
Mstep: Class 16 contains 174700 members 
Mstep: Class 17 contains 51009 members 
Mstep: Class 18 contains 17402 members 
Mstep: Class 19 contains 26933 members 
Mstep: Class 20 contains 10212 members 
Mstep: Class 21 contains 14057 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100097288.000000 Penalty: 44257.941406
Iteration 38Q: 21 clusters Score -1.000973e+08 nChanged 2357
Entering ConstructFrom: 
Score: -100097288.000000 Penalty: 44257.941406
Entering ConstructFrom: 
Trying to split cluster 2 (4110 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Entering Unmasked Estep 
Score: -501655.375000 Penalty: 1352.191528
	Iteration 0F: 2 clusters Score -501655.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -498245.625000 Penalty: 2704.383057
	Iteration 0F: 3 clusters Score -498245.6 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -499279.062500 Penalty: 2704.383057
	Iteration 1F: 3 clusters Score -499279.1 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -499519.218750 Penalty: 2704.383057
	Iteration 2F: 3 clusters Score -499519.2 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -499790.125000 Penalty: 2704.383057
	Iteration 3F: 3 clusters Score -499790.1 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -500015.718750 Penalty: 2704.383057
	Iteration 4F: 3 clusters Score -500015.7 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -500249.625000 Penalty: 2704.383057
	Iteration 5F: 3 clusters Score -500249.6 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -500557.000000 Penalty: 2704.383057
	Iteration 6F: 3 clusters Score -500557 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -500905.968750 Penalty: 2704.383057
	Iteration 7F: 3 clusters Score -500906 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -501199.656250 Penalty: 2704.383057
	Iteration 8F: 3 clusters Score -501199.7 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -501361.250000 Penalty: 2704.383057
	Iteration 9Q: 3 clusters Score -501361.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -501455.156250 Penalty: 2704.383057
	Iteration 10Q: 3 clusters Score -501455.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -501510.687500 Penalty: 2704.383057
	Iteration 11Q: 3 clusters Score -501510.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -501546.875000 Penalty: 2704.383057
	Iteration 12Q: 3 clusters Score -501546.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -501563.656250 Penalty: 2704.383057
	Iteration 13Q: 3 clusters Score -501563.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -501570.156250 Penalty: 2704.383057
	Iteration 14Q: 3 clusters Score -501570.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -501575.125000 Penalty: 2704.383057
	Iteration 15Q: 3 clusters Score -501575.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -501578.437500 Penalty: 2704.383057
	Iteration 16Q: 3 clusters Score -501578.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -501582.656250 Penalty: 2704.383057
	Iteration 17Q: 3 clusters Score -501582.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -501586.125000 Penalty: 2704.383057
	Iteration 18Q: 3 clusters Score -501586.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -501589.437500 Penalty: 2704.383057
	Iteration 19Q: 3 clusters Score -501589.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -501589.343750 Penalty: 2704.383057
	Iteration 20F: 3 clusters Score -501589.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -501589.593750 Penalty: 2704.383057
	Iteration 21Q: 3 clusters Score -501589.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -501589.593750 Penalty: 2704.383057
	Iteration 22F: 3 clusters Score -501589.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (14985 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14985 members 
Entering Unmasked Estep 
Score: -1776501.375000 Penalty: 1562.405884
	Iteration 0F: 2 clusters Score -1776501 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7399 members 
Mstep: Class 2 contains 7586 members 
Entering Unmasked Estep 
Score: -1766266.875000 Penalty: 3124.811768
	Iteration 0F: 3 clusters Score -1766267 nChanged 6604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6889 members 
Mstep: Class 2 contains 8096 members 
Entering Unmasked Estep 
Score: -1770784.500000 Penalty: 3124.811768
	Iteration 1F: 3 clusters Score -1770784 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6582 members 
Mstep: Class 2 contains 8403 members 
Entering Unmasked Estep 
Score: -1772807.375000 Penalty: 3124.811768
	Iteration 2F: 3 clusters Score -1772807 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6447 members 
Mstep: Class 2 contains 8538 members 
Entering Unmasked Estep 
Score: -1775333.000000 Penalty: 3124.811768
	Iteration 3F: 3 clusters Score -1775333 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6650 members 
Mstep: Class 2 contains 8335 members 
Entering Unmasked Estep 
Score: -1777195.625000 Penalty: 3124.811768
	Iteration 4F: 3 clusters Score -1777196 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6921 members 
Mstep: Class 2 contains 8064 members 
Entering Unmasked Estep 
Score: -1778169.250000 Penalty: 3124.811768
	Iteration 5F: 3 clusters Score -1778169 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7117 members 
Mstep: Class 2 contains 7868 members 
Entering Unmasked Estep 
Score: -1778486.750000 Penalty: 3124.811768
	Iteration 6Q: 3 clusters Score -1778487 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7254 members 
Mstep: Class 2 contains 7731 members 
Entering Unmasked Estep 
Score: -1778634.125000 Penalty: 3124.811768
	Iteration 7Q: 3 clusters Score -1778634 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7406 members 
Mstep: Class 2 contains 7579 members 
Entering Unmasked Estep 
Score: -1778723.250000 Penalty: 3124.811768
	Iteration 8Q: 3 clusters Score -1778723 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7515 members 
Mstep: Class 2 contains 7470 members 
Entering Unmasked Estep 
Score: -1778753.875000 Penalty: 3124.811768
	Iteration 9Q: 3 clusters Score -1778754 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7591 members 
Mstep: Class 2 contains 7394 members 
Entering Unmasked Estep 
Score: -1778776.750000 Penalty: 3124.811768
	Iteration 10Q: 3 clusters Score -1778777 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7667 members 
Mstep: Class 2 contains 7318 members 
Entering Unmasked Estep 
Score: -1778796.750000 Penalty: 3124.811768
	Iteration 11Q: 3 clusters Score -1778797 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7727 members 
Mstep: Class 2 contains 7258 members 
Entering Unmasked Estep 
Score: -1778811.500000 Penalty: 3124.811768
	Iteration 12Q: 3 clusters Score -1778812 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7775 members 
Mstep: Class 2 contains 7210 members 
Entering Unmasked Estep 
Score: -1778817.375000 Penalty: 3124.811768
	Iteration 13Q: 3 clusters Score -1778817 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7815 members 
Mstep: Class 2 contains 7170 members 
Entering Unmasked Estep 
Score: -1778820.750000 Penalty: 3124.811768
	Iteration 14Q: 3 clusters Score -1778821 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7856 members 
Mstep: Class 2 contains 7129 members 
Entering Unmasked Estep 
Score: -1778829.750000 Penalty: 3124.811768
	Iteration 15Q: 3 clusters Score -1778830 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7899 members 
Mstep: Class 2 contains 7086 members 
Entering Unmasked Estep 
Score: -1778843.625000 Penalty: 3124.811768
	Iteration 16Q: 3 clusters Score -1778844 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7955 members 
Mstep: Class 2 contains 7030 members 
Entering Unmasked Estep 
Score: -1778843.125000 Penalty: 3124.811768
	Iteration 17Q: 3 clusters Score -1778843 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8015 members 
Mstep: Class 2 contains 6970 members 
Entering Unmasked Estep 
Score: -1778859.500000 Penalty: 3124.811768
	Iteration 18Q: 3 clusters Score -1778860 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8073 members 
Mstep: Class 2 contains 6912 members 
Entering Unmasked Estep 
Score: -1778872.750000 Penalty: 3124.811768
	Iteration 19Q: 3 clusters Score -1778873 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8115 members 
Mstep: Class 2 contains 6870 members 
Entering Unmasked Estep 
Score: -1778878.250000 Penalty: 3124.811768
	Iteration 20F: 3 clusters Score -1778878 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8167 members 
Mstep: Class 2 contains 6818 members 
Entering Unmasked Estep 
Score: -1778890.625000 Penalty: 3124.811768
	Iteration 21Q: 3 clusters Score -1778891 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8219 members 
Mstep: Class 2 contains 6766 members 
Entering Unmasked Estep 
Score: -1778902.375000 Penalty: 3124.811768
	Iteration 22Q: 3 clusters Score -1778902 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8284 members 
Mstep: Class 2 contains 6701 members 
Entering Unmasked Estep 
Score: -1778922.250000 Penalty: 3124.811768
	Iteration 23Q: 3 clusters Score -1778922 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8346 members 
Mstep: Class 2 contains 6639 members 
Entering Unmasked Estep 
Score: -1778932.625000 Penalty: 3124.811768
	Iteration 24Q: 3 clusters Score -1778933 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8408 members 
Mstep: Class 2 contains 6577 members 
Entering Unmasked Estep 
Score: -1778944.875000 Penalty: 3124.811768
	Iteration 25Q: 3 clusters Score -1778945 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8470 members 
Mstep: Class 2 contains 6515 members 
Entering Unmasked Estep 
Score: -1778961.000000 Penalty: 3124.811768
	Iteration 26Q: 3 clusters Score -1778961 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8543 members 
Mstep: Class 2 contains 6442 members 
Entering Unmasked Estep 
Score: -1778982.000000 Penalty: 3124.811768
	Iteration 27Q: 3 clusters Score -1778982 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8623 members 
Mstep: Class 2 contains 6362 members 
Entering Unmasked Estep 
Score: -1779008.125000 Penalty: 3124.811768
	Iteration 28Q: 3 clusters Score -1779008 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8717 members 
Mstep: Class 2 contains 6268 members 
Entering Unmasked Estep 
Score: -1779042.250000 Penalty: 3124.811768
	Iteration 29Q: 3 clusters Score -1779042 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8800 members 
Mstep: Class 2 contains 6185 members 
Entering Unmasked Estep 
Score: -1779062.750000 Penalty: 3124.811768
	Iteration 30Q: 3 clusters Score -1779063 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8885 members 
Mstep: Class 2 contains 6100 members 
Entering Unmasked Estep 
Score: -1779088.250000 Penalty: 3124.811768
	Iteration 31Q: 3 clusters Score -1779088 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8970 members 
Mstep: Class 2 contains 6015 members 
Entering Unmasked Estep 
Score: -1779108.375000 Penalty: 3124.811768
	Iteration 32Q: 3 clusters Score -1779108 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9044 members 
Mstep: Class 2 contains 5941 members 
Entering Unmasked Estep 
Score: -1779120.500000 Penalty: 3124.811768
	Iteration 33Q: 3 clusters Score -1779120 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9105 members 
Mstep: Class 2 contains 5880 members 
Entering Unmasked Estep 
Score: -1779131.875000 Penalty: 3124.811768
	Iteration 34Q: 3 clusters Score -1779132 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9169 members 
Mstep: Class 2 contains 5816 members 
Entering Unmasked Estep 
Score: -1779147.000000 Penalty: 3124.811768
	Iteration 35Q: 3 clusters Score -1779147 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9237 members 
Mstep: Class 2 contains 5748 members 
Entering Unmasked Estep 
Score: -1779165.500000 Penalty: 3124.811768
	Iteration 36Q: 3 clusters Score -1779166 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9297 members 
Mstep: Class 2 contains 5688 members 
Entering Unmasked Estep 
Score: -1779187.250000 Penalty: 3124.811768
	Iteration 37Q: 3 clusters Score -1779187 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9366 members 
Mstep: Class 2 contains 5619 members 
Entering Unmasked Estep 
Score: -1779207.125000 Penalty: 3124.811768
	Iteration 38Q: 3 clusters Score -1779207 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9433 members 
Mstep: Class 2 contains 5552 members 
Entering Unmasked Estep 
Score: -1779223.375000 Penalty: 3124.811768
	Iteration 39Q: 3 clusters Score -1779223 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9496 members 
Mstep: Class 2 contains 5489 members 
Entering Unmasked Estep 
Score: -1779241.500000 Penalty: 3124.811768
	Iteration 40F: 3 clusters Score -1779242 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9575 members 
Mstep: Class 2 contains 5410 members 
Entering Unmasked Estep 
Score: -1779259.875000 Penalty: 3124.811768
	Iteration 41Q: 3 clusters Score -1779260 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9650 members 
Mstep: Class 2 contains 5335 members 
Entering Unmasked Estep 
Score: -1779276.875000 Penalty: 3124.811768
	Iteration 42Q: 3 clusters Score -1779277 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9726 members 
Mstep: Class 2 contains 5259 members 
Entering Unmasked Estep 
Score: -1779302.750000 Penalty: 3124.811768
	Iteration 43Q: 3 clusters Score -1779303 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9805 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
Score: -1779324.500000 Penalty: 3124.811768
	Iteration 44Q: 3 clusters Score -1779324 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9907 members 
Mstep: Class 2 contains 5078 members 
Entering Unmasked Estep 
Score: -1779350.625000 Penalty: 3124.811768
	Iteration 45Q: 3 clusters Score -1779351 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9986 members 
Mstep: Class 2 contains 4999 members 
Entering Unmasked Estep 
Score: -1779376.875000 Penalty: 3124.811768
	Iteration 46Q: 3 clusters Score -1779377 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10060 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -1779393.375000 Penalty: 3124.811768
	Iteration 47Q: 3 clusters Score -1779393 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10115 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -1779403.125000 Penalty: 3124.811768
	Iteration 48Q: 3 clusters Score -1779403 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10163 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -1779412.875000 Penalty: 3124.811768
	Iteration 49Q: 3 clusters Score -1779413 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10221 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -1779433.125000 Penalty: 3124.811768
	Iteration 50Q: 3 clusters Score -1779433 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10277 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -1779442.125000 Penalty: 3124.811768
	Iteration 51Q: 3 clusters Score -1779442 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10320 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -1779451.250000 Penalty: 3124.811768
	Iteration 52Q: 3 clusters Score -1779451 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10363 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -1779454.875000 Penalty: 3124.811768
	Iteration 53Q: 3 clusters Score -1779455 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10409 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -1779462.875000 Penalty: 3124.811768
	Iteration 54Q: 3 clusters Score -1779463 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10449 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -1779475.125000 Penalty: 3124.811768
	Iteration 55Q: 3 clusters Score -1779475 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10481 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -1779474.375000 Penalty: 3124.811768
	Iteration 56Q: 3 clusters Score -1779474 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10508 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -1779483.125000 Penalty: 3124.811768
	Iteration 57Q: 3 clusters Score -1779483 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10548 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -1779494.375000 Penalty: 3124.811768
	Iteration 58Q: 3 clusters Score -1779494 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10588 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -1779503.750000 Penalty: 3124.811768
	Iteration 59Q: 3 clusters Score -1779504 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10618 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -1779504.500000 Penalty: 3124.811768
	Iteration 60F: 3 clusters Score -1779504 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10642 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -1779507.375000 Penalty: 3124.811768
	Iteration 61Q: 3 clusters Score -1779507 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10661 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -1779510.000000 Penalty: 3124.811768
	Iteration 62Q: 3 clusters Score -1779510 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10673 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -1779511.000000 Penalty: 3124.811768
	Iteration 63Q: 3 clusters Score -1779511 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10681 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -1779514.375000 Penalty: 3124.811768
	Iteration 64Q: 3 clusters Score -1779514 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10689 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -1779511.250000 Penalty: 3124.811768
	Iteration 65Q: 3 clusters Score -1779511 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10700 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -1779520.000000 Penalty: 3124.811768
	Iteration 66Q: 3 clusters Score -1779520 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10707 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -1779518.000000 Penalty: 3124.811768
	Iteration 67Q: 3 clusters Score -1779518 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10711 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -1779521.250000 Penalty: 3124.811768
	Iteration 68Q: 3 clusters Score -1779521 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10717 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -1779521.875000 Penalty: 3124.811768
	Iteration 69Q: 3 clusters Score -1779522 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10725 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -1779520.250000 Penalty: 3124.811768
	Iteration 70Q: 3 clusters Score -1779520 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10729 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -1779521.000000 Penalty: 3124.811768
	Iteration 71Q: 3 clusters Score -1779521 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10732 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -1779519.125000 Penalty: 3124.811768
	Iteration 72Q: 3 clusters Score -1779519 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10733 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -1779520.750000 Penalty: 3124.811768
	Iteration 73Q: 3 clusters Score -1779521 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10735 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -1779521.125000 Penalty: 3124.811768
	Iteration 74Q: 3 clusters Score -1779521 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10737 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -1779518.875000 Penalty: 3124.811768
	Iteration 75Q: 3 clusters Score -1779519 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10739 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -1779518.375000 Penalty: 3124.811768
	Iteration 76Q: 3 clusters Score -1779518 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10739 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -1779518.375000 Penalty: 3124.811768
	Iteration 77F: 3 clusters Score -1779518 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 4110 members 
Mstep: Class 3 contains 10739 members 
Mstep: Class 4 contains 1902 members 
Mstep: Class 5 contains 23529 members 
Mstep: Class 6 contains 10844 members 
Mstep: Class 7 contains 127948 members 
Mstep: Class 8 contains 18308 members 
Mstep: Class 9 contains 53855 members 
Mstep: Class 10 contains 26047 members 
Mstep: Class 11 contains 41197 members 
Mstep: Class 12 contains 83890 members 
Mstep: Class 13 contains 46051 members 
Mstep: Class 14 contains 33802 members 
Mstep: Class 15 contains 39678 members 
Mstep: Class 16 contains 174610 members 
Mstep: Class 17 contains 50885 members 
Mstep: Class 18 contains 17400 members 
Mstep: Class 19 contains 27276 members 
Mstep: Class 20 contains 10192 members 
Mstep: Class 21 contains 14057 members 
Entering Unmasked Estep 
Score: -100098888.000000 Penalty: 46470.839844
Splitting cluster 3 changes total score from -100097288.000000 to -100098888.000000
So it's getting split into cluster 1.
Entering ConstructFrom: 
Trying to split cluster 4 (1902 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Entering Unmasked Estep 
Score: -212149.453125 Penalty: 1226.982422
	Iteration 0F: 2 clusters Score -212149.5 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 916 members 
Entering Unmasked Estep 
Score: -210352.906250 Penalty: 2453.964844
	Iteration 0F: 3 clusters Score -210352.9 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -212117.046875 Penalty: 2453.964844
	Iteration 1F: 3 clusters Score -212117 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -214532.781250 Penalty: 2453.964844
	Iteration 2F: 3 clusters Score -214532.8 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -215087.375000 Penalty: 2453.964844
	Iteration 3F: 3 clusters Score -215087.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -215254.546875 Penalty: 2453.964844
	Iteration 4Q: 3 clusters Score -215254.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -215295.203125 Penalty: 2453.964844
	Iteration 5Q: 3 clusters Score -215295.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -215314.187500 Penalty: 2453.964844
	Iteration 6Q: 3 clusters Score -215314.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -215343.734375 Penalty: 2453.964844
	Iteration 7Q: 3 clusters Score -215343.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -215364.890625 Penalty: 2453.964844
	Iteration 8Q: 3 clusters Score -215364.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -215379.125000 Penalty: 2453.964844
	Iteration 9Q: 3 clusters Score -215379.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -215379.421875 Penalty: 2453.964844
	Iteration 10Q: 3 clusters Score -215379.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -215382.015625 Penalty: 2453.964844
	Iteration 11F: 3 clusters Score -215382 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -215385.812500 Penalty: 2453.964844
	Iteration 12Q: 3 clusters Score -215385.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -215403.640625 Penalty: 2453.964844
	Iteration 13Q: 3 clusters Score -215403.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -215418.296875 Penalty: 2453.964844
	Iteration 14Q: 3 clusters Score -215418.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -215440.875000 Penalty: 2453.964844
	Iteration 15Q: 3 clusters Score -215440.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -215445.000000 Penalty: 2453.964844
	Iteration 16Q: 3 clusters Score -215445 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -215446.531250 Penalty: 2453.964844
	Iteration 17Q: 3 clusters Score -215446.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -215449.000000 Penalty: 2453.964844
	Iteration 18Q: 3 clusters Score -215449 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -215454.234375 Penalty: 2453.964844
	Iteration 19Q: 3 clusters Score -215454.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -215458.234375 Penalty: 2453.964844
	Iteration 20F: 3 clusters Score -215458.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -215461.984375 Penalty: 2453.964844
	Iteration 21Q: 3 clusters Score -215462 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -215465.437500 Penalty: 2453.964844
	Iteration 22Q: 3 clusters Score -215465.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -215468.343750 Penalty: 2453.964844
	Iteration 23Q: 3 clusters Score -215468.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -215470.000000 Penalty: 2453.964844
	Iteration 24Q: 3 clusters Score -215470 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -215470.781250 Penalty: 2453.964844
	Iteration 25Q: 3 clusters Score -215470.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -215470.781250 Penalty: 2453.964844
	Iteration 26F: 3 clusters Score -215470.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 4110 members 
Mstep: Class 3 contains 10739 members 
Mstep: Class 4 contains 1497 members 
Mstep: Class 5 contains 23529 members 
Mstep: Class 6 contains 10844 members 
Mstep: Class 7 contains 127948 members 
Mstep: Class 8 contains 18308 members 
Mstep: Class 9 contains 53855 members 
Mstep: Class 10 contains 26047 members 
Mstep: Class 11 contains 41197 members 
Mstep: Class 12 contains 83890 members 
Mstep: Class 13 contains 46051 members 
Mstep: Class 14 contains 33802 members 
Mstep: Class 15 contains 39678 members 
Mstep: Class 16 contains 174610 members 
Mstep: Class 17 contains 50885 members 
Mstep: Class 18 contains 17400 members 
Mstep: Class 19 contains 27276 members 
Mstep: Class 20 contains 10192 members 
Mstep: Class 21 contains 14057 members 
Mstep: Class 22 contains 405 members 
Entering Unmasked Estep 
Score: -100101088.000000 Penalty: 48683.738281
Splitting cluster 4 changes total score from -100097288.000000 to -100101088.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 5 (23529 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23529 members 
Entering Unmasked Estep 
Score: -2953863.000000 Penalty: 1635.723145
	Iteration 0F: 2 clusters Score -2953863 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11846 members 
Mstep: Class 2 contains 11683 members 
Entering Unmasked Estep 
Score: -2937774.500000 Penalty: 3271.446289
	Iteration 0F: 3 clusters Score -2937774 nChanged 10833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12047 members 
Mstep: Class 2 contains 11482 members 
Entering Unmasked Estep 
Score: -2944373.500000 Penalty: 3271.446289
	Iteration 1F: 3 clusters Score -2944374 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11855 members 
Mstep: Class 2 contains 11674 members 
Entering Unmasked Estep 
Score: -2945652.750000 Penalty: 3271.446289
	Iteration 2F: 3 clusters Score -2945653 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11374 members 
Mstep: Class 2 contains 12155 members 
Entering Unmasked Estep 
Score: -2947166.500000 Penalty: 3271.446289
	Iteration 3F: 3 clusters Score -2947166 nChanged 1978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10674 members 
Mstep: Class 2 contains 12855 members 
Entering Unmasked Estep 
Score: -2948677.750000 Penalty: 3271.446289
	Iteration 4F: 3 clusters Score -2948678 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9865 members 
Mstep: Class 2 contains 13664 members 
Entering Unmasked Estep 
Score: -2950006.750000 Penalty: 3271.446289
	Iteration 5F: 3 clusters Score -2950007 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9049 members 
Mstep: Class 2 contains 14480 members 
Entering Unmasked Estep 
Score: -2950947.000000 Penalty: 3271.446289
	Iteration 6F: 3 clusters Score -2950947 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8322 members 
Mstep: Class 2 contains 15207 members 
Entering Unmasked Estep 
Score: -2951562.250000 Penalty: 3271.446289
	Iteration 7F: 3 clusters Score -2951562 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7710 members 
Mstep: Class 2 contains 15819 members 
Entering Unmasked Estep 
Score: -2951928.000000 Penalty: 3271.446289
	Iteration 8Q: 3 clusters Score -2951928 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7187 members 
Mstep: Class 2 contains 16342 members 
Entering Unmasked Estep 
Score: -2952161.750000 Penalty: 3271.446289
	Iteration 9Q: 3 clusters Score -2952162 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6694 members 
Mstep: Class 2 contains 16835 members 
Entering Unmasked Estep 
Score: -2952379.000000 Penalty: 3271.446289
	Iteration 10Q: 3 clusters Score -2952379 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6219 members 
Mstep: Class 2 contains 17310 members 
Entering Unmasked Estep 
Score: -2952590.000000 Penalty: 3271.446289
	Iteration 11Q: 3 clusters Score -2952590 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5775 members 
Mstep: Class 2 contains 17754 members 
Entering Unmasked Estep 
Score: -2952766.500000 Penalty: 3271.446289
	Iteration 12Q: 3 clusters Score -2952766 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 18178 members 
Entering Unmasked Estep 
Score: -2952929.750000 Penalty: 3271.446289
	Iteration 13Q: 3 clusters Score -2952930 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 18559 members 
Entering Unmasked Estep 
Score: -2953089.000000 Penalty: 3271.446289
	Iteration 14Q: 3 clusters Score -2953089 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 18905 members 
Entering Unmasked Estep 
Score: -2953228.750000 Penalty: 3271.446289
	Iteration 15Q: 3 clusters Score -2953229 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 19235 members 
Entering Unmasked Estep 
Score: -2953356.250000 Penalty: 3271.446289
	Iteration 16Q: 3 clusters Score -2953356 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 19530 members 
Entering Unmasked Estep 
Score: -2953463.750000 Penalty: 3271.446289
	Iteration 17Q: 3 clusters Score -2953464 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 19810 members 
Entering Unmasked Estep 
Score: -2953566.750000 Penalty: 3271.446289
	Iteration 18Q: 3 clusters Score -2953567 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 20072 members 
Entering Unmasked Estep 
Score: -2953652.750000 Penalty: 3271.446289
	Iteration 19Q: 3 clusters Score -2953653 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 20297 members 
Entering Unmasked Estep 
Score: -2953734.500000 Penalty: 3271.446289
	Iteration 20F: 3 clusters Score -2953734 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 20487 members 
Entering Unmasked Estep 
Score: -2953791.000000 Penalty: 3271.446289
	Iteration 21Q: 3 clusters Score -2953791 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 20644 members 
Entering Unmasked Estep 
Score: -2953850.750000 Penalty: 3271.446289
	Iteration 22Q: 3 clusters Score -2953851 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 20806 members 
Entering Unmasked Estep 
Score: -2953902.500000 Penalty: 3271.446289
	Iteration 23Q: 3 clusters Score -2953902 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 20936 members 
Entering Unmasked Estep 
Score: -2953954.500000 Penalty: 3271.446289
	Iteration 24Q: 3 clusters Score -2953954 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 21051 members 
Entering Unmasked Estep 
Score: -2953987.750000 Penalty: 3271.446289
	Iteration 25Q: 3 clusters Score -2953988 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 21148 members 
Entering Unmasked Estep 
Score: -2954019.000000 Penalty: 3271.446289
	Iteration 26Q: 3 clusters Score -2954019 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 21259 members 
Entering Unmasked Estep 
Score: -2954055.250000 Penalty: 3271.446289
	Iteration 27Q: 3 clusters Score -2954055 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 21342 members 
Entering Unmasked Estep 
Score: -2954078.750000 Penalty: 3271.446289
	Iteration 28Q: 3 clusters Score -2954079 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 21416 members 
Entering Unmasked Estep 
Score: -2954102.500000 Penalty: 3271.446289
	Iteration 29Q: 3 clusters Score -2954102 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 21467 members 
Entering Unmasked Estep 
Score: -2954128.250000 Penalty: 3271.446289
	Iteration 30Q: 3 clusters Score -2954128 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 21518 members 
Entering Unmasked Estep 
Score: -2954131.500000 Penalty: 3271.446289
	Iteration 31Q: 3 clusters Score -2954132 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 21557 members 
Entering Unmasked Estep 
Score: -2954141.250000 Penalty: 3271.446289
	Iteration 32Q: 3 clusters Score -2954141 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 21584 members 
Entering Unmasked Estep 
Score: -2954146.750000 Penalty: 3271.446289
	Iteration 33Q: 3 clusters Score -2954147 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 21611 members 
Entering Unmasked Estep 
Score: -2954151.250000 Penalty: 3271.446289
	Iteration 34Q: 3 clusters Score -2954151 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 21637 members 
Entering Unmasked Estep 
Score: -2954162.000000 Penalty: 3271.446289
	Iteration 35Q: 3 clusters Score -2954162 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 21666 members 
Entering Unmasked Estep 
Score: -2954166.750000 Penalty: 3271.446289
	Iteration 36Q: 3 clusters Score -2954167 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 21686 members 
Entering Unmasked Estep 
Score: -2954171.500000 Penalty: 3271.446289
	Iteration 37Q: 3 clusters Score -2954172 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 21702 members 
Entering Unmasked Estep 
Score: -2954173.500000 Penalty: 3271.446289
	Iteration 38Q: 3 clusters Score -2954174 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 21718 members 
Entering Unmasked Estep 
Score: -2954180.500000 Penalty: 3271.446289
	Iteration 39Q: 3 clusters Score -2954180 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 21730 members 
Entering Unmasked Estep 
Score: -2954183.000000 Penalty: 3271.446289
	Iteration 40F: 3 clusters Score -2954183 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 21740 members 
Entering Unmasked Estep 
Score: -2954188.250000 Penalty: 3271.446289
	Iteration 41Q: 3 clusters Score -2954188 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 21750 members 
Entering Unmasked Estep 
Score: -2954192.750000 Penalty: 3271.446289
	Iteration 42Q: 3 clusters Score -2954193 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 21758 members 
Entering Unmasked Estep 
Score: -2954193.000000 Penalty: 3271.446289
	Iteration 43Q: 3 clusters Score -2954193 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 21768 members 
Entering Unmasked Estep 
Score: -2954197.750000 Penalty: 3271.446289
	Iteration 44Q: 3 clusters Score -2954198 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 21778 members 
Entering Unmasked Estep 
Score: -2954199.500000 Penalty: 3271.446289
	Iteration 45Q: 3 clusters Score -2954200 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 21782 members 
Entering Unmasked Estep 
Score: -2954199.750000 Penalty: 3271.446289
	Iteration 46Q: 3 clusters Score -2954200 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 21788 members 
Entering Unmasked Estep 
Score: -2954194.000000 Penalty: 3271.446289
	Iteration 47Q: 3 clusters Score -2954194 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 21792 members 
Entering Unmasked Estep 
Score: -2954199.000000 Penalty: 3271.446289
	Iteration 48Q: 3 clusters Score -2954199 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 21799 members 
Entering Unmasked Estep 
Score: -2954197.750000 Penalty: 3271.446289
	Iteration 49Q: 3 clusters Score -2954198 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 21810 members 
Entering Unmasked Estep 
Score: -2954202.250000 Penalty: 3271.446289
	Iteration 50Q: 3 clusters Score -2954202 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 21819 members 
Entering Unmasked Estep 
Score: -2954201.250000 Penalty: 3271.446289
	Iteration 51Q: 3 clusters Score -2954201 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 21827 members 
Entering Unmasked Estep 
Score: -2954205.500000 Penalty: 3271.446289
	Iteration 52Q: 3 clusters Score -2954206 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 21833 members 
Entering Unmasked Estep 
Score: -2954205.250000 Penalty: 3271.446289
	Iteration 53Q: 3 clusters Score -2954205 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 21834 members 
Entering Unmasked Estep 
Score: -2954204.500000 Penalty: 3271.446289
	Iteration 54Q: 3 clusters Score -2954204 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 21835 members 
Entering Unmasked Estep 
Score: -2954207.750000 Penalty: 3271.446289
	Iteration 55Q: 3 clusters Score -2954208 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 21836 members 
Entering Unmasked Estep 
Score: -2954207.500000 Penalty: 3271.446289
	Iteration 56Q: 3 clusters Score -2954208 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 21836 members 
Entering Unmasked Estep 
Score: -2954207.500000 Penalty: 3271.446289
	Iteration 57F: 3 clusters Score -2954208 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 4110 members 
Mstep: Class 3 contains 10739 members 
Mstep: Class 4 contains 1497 members 
Mstep: Class 5 contains 1693 members 
Mstep: Class 6 contains 10844 members 
Mstep: Class 7 contains 127948 members 
Mstep: Class 8 contains 18308 members 
Mstep: Class 9 contains 53855 members 
Mstep: Class 10 contains 26047 members 
Mstep: Class 11 contains 41197 members 
Mstep: Class 12 contains 83890 members 
Mstep: Class 13 contains 46051 members 
Mstep: Class 14 contains 33802 members 
Mstep: Class 15 contains 39678 members 
Mstep: Class 16 contains 174610 members 
Mstep: Class 17 contains 50885 members 
Mstep: Class 18 contains 17400 members 
Mstep: Class 19 contains 27276 members 
Mstep: Class 20 contains 10192 members 
Mstep: Class 21 contains 14057 members 
Mstep: Class 22 contains 405 members 
Mstep: Class 23 contains 21836 members 
Entering Unmasked Estep 
Score: -100100656.000000 Penalty: 50896.632812
Splitting cluster 5 changes total score from -100097288.000000 to -100100656.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 6 (10844 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10844 members 
Entering Unmasked Estep 
Score: -1304546.375000 Penalty: 1509.847168
	Iteration 0F: 2 clusters Score -1304546 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 5384 members 
Entering Unmasked Estep 
Score: -1297422.375000 Penalty: 3019.694336
	Iteration 0F: 3 clusters Score -1297422 nChanged 4888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 6306 members 
Entering Unmasked Estep 
Score: -1303977.250000 Penalty: 3019.694336
	Iteration 1F: 3 clusters Score -1303977 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 7664 members 
Entering Unmasked Estep 
Score: -1307785.125000 Penalty: 3019.694336
	Iteration 2F: 3 clusters Score -1307785 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 8568 members 
Entering Unmasked Estep 
Score: -1310615.625000 Penalty: 3019.694336
	Iteration 3F: 3 clusters Score -1310616 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 8865 members 
Entering Unmasked Estep 
Score: -1312867.000000 Penalty: 3019.694336
	Iteration 4F: 3 clusters Score -1312867 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 8901 members 
Entering Unmasked Estep 
Score: -1314065.125000 Penalty: 3019.694336
	Iteration 5Q: 3 clusters Score -1314065 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 8850 members 
Entering Unmasked Estep 
Score: -1314464.625000 Penalty: 3019.694336
	Iteration 6Q: 3 clusters Score -1314465 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 8799 members 
Entering Unmasked Estep 
Score: -1314601.875000 Penalty: 3019.694336
	Iteration 7Q: 3 clusters Score -1314602 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 8731 members 
Entering Unmasked Estep 
Score: -1314659.000000 Penalty: 3019.694336
	Iteration 8Q: 3 clusters Score -1314659 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 8674 members 
Entering Unmasked Estep 
Score: -1314679.500000 Penalty: 3019.694336
	Iteration 9Q: 3 clusters Score -1314680 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 8623 members 
Entering Unmasked Estep 
Score: -1314697.750000 Penalty: 3019.694336
	Iteration 10Q: 3 clusters Score -1314698 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 8588 members 
Entering Unmasked Estep 
Score: -1314703.500000 Penalty: 3019.694336
	Iteration 11Q: 3 clusters Score -1314704 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 8566 members 
Entering Unmasked Estep 
Score: -1314707.625000 Penalty: 3019.694336
	Iteration 12Q: 3 clusters Score -1314708 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 8553 members 
Entering Unmasked Estep 
Score: -1314710.875000 Penalty: 3019.694336
	Iteration 13Q: 3 clusters Score -1314711 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 8547 members 
Entering Unmasked Estep 
Score: -1314714.750000 Penalty: 3019.694336
	Iteration 14Q: 3 clusters Score -1314715 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 8540 members 
Entering Unmasked Estep 
Score: -1314715.750000 Penalty: 3019.694336
	Iteration 15Q: 3 clusters Score -1314716 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 8532 members 
Entering Unmasked Estep 
Score: -1314716.500000 Penalty: 3019.694336
	Iteration 16Q: 3 clusters Score -1314716 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 8524 members 
Entering Unmasked Estep 
Score: -1314718.000000 Penalty: 3019.694336
	Iteration 17Q: 3 clusters Score -1314718 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 8514 members 
Entering Unmasked Estep 
Score: -1314720.125000 Penalty: 3019.694336
	Iteration 18Q: 3 clusters Score -1314720 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 8507 members 
Entering Unmasked Estep 
Score: -1314718.875000 Penalty: 3019.694336
	Iteration 19Q: 3 clusters Score -1314719 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 8499 members 
Entering Unmasked Estep 
Score: -1314718.875000 Penalty: 3019.694336
	Iteration 20F: 3 clusters Score -1314719 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 8493 members 
Entering Unmasked Estep 
Score: -1314718.875000 Penalty: 3019.694336
	Iteration 21Q: 3 clusters Score -1314719 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 8487 members 
Entering Unmasked Estep 
Score: -1314718.875000 Penalty: 3019.694336
	Iteration 22Q: 3 clusters Score -1314719 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 8482 members 
Entering Unmasked Estep 
Score: -1314719.250000 Penalty: 3019.694336
	Iteration 23Q: 3 clusters Score -1314719 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 8473 members 
Entering Unmasked Estep 
Score: -1314720.375000 Penalty: 3019.694336
	Iteration 24Q: 3 clusters Score -1314720 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 8465 members 
Entering Unmasked Estep 
Score: -1314719.375000 Penalty: 3019.694336
	Iteration 25Q: 3 clusters Score -1314719 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 8459 members 
Entering Unmasked Estep 
Score: -1314719.125000 Penalty: 3019.694336
	Iteration 26Q: 3 clusters Score -1314719 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 8457 members 
Entering Unmasked Estep 
Score: -1314716.250000 Penalty: 3019.694336
	Iteration 27Q: 3 clusters Score -1314716 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 8457 members 
Entering Unmasked Estep 
Score: -1314716.250000 Penalty: 3019.694336
	Iteration 28F: 3 clusters Score -1314716 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 4110 members 
Mstep: Class 3 contains 10739 members 
Mstep: Class 4 contains 1497 members 
Mstep: Class 5 contains 1693 members 
Mstep: Class 6 contains 2387 members 
Mstep: Class 7 contains 127948 members 
Mstep: Class 8 contains 18308 members 
Mstep: Class 9 contains 53855 members 
Mstep: Class 10 contains 26047 members 
Mstep: Class 11 contains 41197 members 
Mstep: Class 12 contains 83890 members 
Mstep: Class 13 contains 46051 members 
Mstep: Class 14 contains 33802 members 
Mstep: Class 15 contains 39678 members 
Mstep: Class 16 contains 174610 members 
Mstep: Class 17 contains 50885 members 
Mstep: Class 18 contains 17400 members 
Mstep: Class 19 contains 27276 members 
Mstep: Class 20 contains 10192 members 
Mstep: Class 21 contains 14057 members 
Mstep: Class 22 contains 405 members 
Mstep: Class 23 contains 21836 members 
Mstep: Class 24 contains 8457 members 
Entering Unmasked Estep 
Score: -100109776.000000 Penalty: 53109.531250
Splitting cluster 6 changes total score from -100097288.000000 to -100109776.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 7 (127948 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127948 members 
Entering Unmasked Estep 
Score: -16075692.000000 Penalty: 1910.899170
	Iteration 0F: 2 clusters Score -1.607569e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63725 members 
Mstep: Class 2 contains 64223 members 
Entering Unmasked Estep 
Score: -15991750.000000 Penalty: 3821.798340
	Iteration 0F: 3 clusters Score -1.599175e+07 nChanged 61433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60518 members 
Mstep: Class 2 contains 67430 members 
Entering Unmasked Estep 
Score: -16029279.000000 Penalty: 3821.798340
	Iteration 1F: 3 clusters Score -1.602928e+07 nChanged 5892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58970 members 
Mstep: Class 2 contains 68978 members 
Entering Unmasked Estep 
Score: -16032335.000000 Penalty: 3821.798340
	Iteration 2Q: 3 clusters Score -1.603234e+07 nChanged 6956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57422 members 
Mstep: Class 2 contains 70526 members 
Entering Unmasked Estep 
Score: -16037103.000000 Penalty: 3821.798340
	Iteration 3F: 3 clusters Score -1.60371e+07 nChanged 8268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56586 members 
Mstep: Class 2 contains 71362 members 
Entering Unmasked Estep 
Score: -16042746.000000 Penalty: 3821.798340
	Iteration 4F: 3 clusters Score -1.604275e+07 nChanged 8830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56338 members 
Mstep: Class 2 contains 71610 members 
Entering Unmasked Estep 
Score: -16048660.000000 Penalty: 3821.798340
	Iteration 5F: 3 clusters Score -1.604866e+07 nChanged 8318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56242 members 
Mstep: Class 2 contains 71706 members 
Entering Unmasked Estep 
Score: -16053465.000000 Penalty: 3821.798340
	Iteration 6F: 3 clusters Score -1.605346e+07 nChanged 7151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55741 members 
Mstep: Class 2 contains 72207 members 
Entering Unmasked Estep 
Score: -16057332.000000 Penalty: 3821.798340
	Iteration 7F: 3 clusters Score -1.605733e+07 nChanged 6042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54443 members 
Mstep: Class 2 contains 73505 members 
Entering Unmasked Estep 
Score: -16060795.000000 Penalty: 3821.798340
	Iteration 8Q: 3 clusters Score -1.60608e+07 nChanged 5508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52711 members 
Mstep: Class 2 contains 75237 members 
Entering Unmasked Estep 
Score: -16065457.000000 Penalty: 3821.798340
	Iteration 9Q: 3 clusters Score -1.606546e+07 nChanged 5222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51079 members 
Mstep: Class 2 contains 76869 members 
Entering Unmasked Estep 
Score: -16069896.000000 Penalty: 3821.798340
	Iteration 10Q: 3 clusters Score -1.60699e+07 nChanged 4645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50284 members 
Mstep: Class 2 contains 77664 members 
Entering Unmasked Estep 
Score: -16072799.000000 Penalty: 3821.798340
	Iteration 11Q: 3 clusters Score -1.60728e+07 nChanged 3606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50094 members 
Mstep: Class 2 contains 77854 members 
Entering Unmasked Estep 
Score: -16074250.000000 Penalty: 3821.798340
	Iteration 12Q: 3 clusters Score -1.607425e+07 nChanged 2666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50220 members 
Mstep: Class 2 contains 77728 members 
Entering Unmasked Estep 
Score: -16075075.000000 Penalty: 3821.798340
	Iteration 13Q: 3 clusters Score -1.607508e+07 nChanged 1914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50560 members 
Mstep: Class 2 contains 77388 members 
Entering Unmasked Estep 
Score: -16075578.000000 Penalty: 3821.798340
	Iteration 14Q: 3 clusters Score -1.607558e+07 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51074 members 
Mstep: Class 2 contains 76874 members 
Entering Unmasked Estep 
Score: -16075825.000000 Penalty: 3821.798340
	Iteration 15Q: 3 clusters Score -1.607582e+07 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51738 members 
Mstep: Class 2 contains 76210 members 
Entering Unmasked Estep 
Score: -16076042.000000 Penalty: 3821.798340
	Iteration 16Q: 3 clusters Score -1.607604e+07 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52480 members 
Mstep: Class 2 contains 75468 members 
Entering Unmasked Estep 
Score: -16076170.000000 Penalty: 3821.798340
	Iteration 17Q: 3 clusters Score -1.607617e+07 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53242 members 
Mstep: Class 2 contains 74706 members 
Entering Unmasked Estep 
Score: -16076370.000000 Penalty: 3821.798340
	Iteration 18Q: 3 clusters Score -1.607637e+07 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54100 members 
Mstep: Class 2 contains 73848 members 
Entering Unmasked Estep 
Score: -16076531.000000 Penalty: 3821.798340
	Iteration 19Q: 3 clusters Score -1.607653e+07 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54978 members 
Mstep: Class 2 contains 72970 members 
Entering Unmasked Estep 
Score: -16076680.000000 Penalty: 3821.798340
	Iteration 20F: 3 clusters Score -1.607668e+07 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55869 members 
Mstep: Class 2 contains 72079 members 
Entering Unmasked Estep 
Score: -16076912.000000 Penalty: 3821.798340
	Iteration 21Q: 3 clusters Score -1.607691e+07 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56775 members 
Mstep: Class 2 contains 71173 members 
Entering Unmasked Estep 
Score: -16077064.000000 Penalty: 3821.798340
	Iteration 22Q: 3 clusters Score -1.607706e+07 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57716 members 
Mstep: Class 2 contains 70232 members 
Entering Unmasked Estep 
Score: -16077217.000000 Penalty: 3821.798340
	Iteration 23Q: 3 clusters Score -1.607722e+07 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58607 members 
Mstep: Class 2 contains 69341 members 
Entering Unmasked Estep 
Score: -16077368.000000 Penalty: 3821.798340
	Iteration 24Q: 3 clusters Score -1.607737e+07 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59520 members 
Mstep: Class 2 contains 68428 members 
Entering Unmasked Estep 
Score: -16077512.000000 Penalty: 3821.798340
	Iteration 25Q: 3 clusters Score -1.607751e+07 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60409 members 
Mstep: Class 2 contains 67539 members 
Entering Unmasked Estep 
Score: -16077570.000000 Penalty: 3821.798340
	Iteration 26Q: 3 clusters Score -1.607757e+07 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61234 members 
Mstep: Class 2 contains 66714 members 
Entering Unmasked Estep 
Score: -16077744.000000 Penalty: 3821.798340
	Iteration 27Q: 3 clusters Score -1.607774e+07 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62036 members 
Mstep: Class 2 contains 65912 members 
Entering Unmasked Estep 
Score: -16077812.000000 Penalty: 3821.798340
	Iteration 28Q: 3 clusters Score -1.607781e+07 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62856 members 
Mstep: Class 2 contains 65092 members 
Entering Unmasked Estep 
Score: -16077904.000000 Penalty: 3821.798340
	Iteration 29Q: 3 clusters Score -1.60779e+07 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63654 members 
Mstep: Class 2 contains 64294 members 
Entering Unmasked Estep 
Score: -16078111.000000 Penalty: 3821.798340
	Iteration 30Q: 3 clusters Score -1.607811e+07 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64431 members 
Mstep: Class 2 contains 63517 members 
Entering Unmasked Estep 
Score: -16078244.000000 Penalty: 3821.798340
	Iteration 31Q: 3 clusters Score -1.607824e+07 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65207 members 
Mstep: Class 2 contains 62741 members 
Entering Unmasked Estep 
Score: -16078335.000000 Penalty: 3821.798340
	Iteration 32Q: 3 clusters Score -1.607834e+07 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65989 members 
Mstep: Class 2 contains 61959 members 
Entering Unmasked Estep 
Score: -16078438.000000 Penalty: 3821.798340
	Iteration 33Q: 3 clusters Score -1.607844e+07 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66728 members 
Mstep: Class 2 contains 61220 members 
Entering Unmasked Estep 
Score: -16078504.000000 Penalty: 3821.798340
	Iteration 34Q: 3 clusters Score -1.60785e+07 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67441 members 
Mstep: Class 2 contains 60507 members 
Entering Unmasked Estep 
Score: -16078529.000000 Penalty: 3821.798340
	Iteration 35Q: 3 clusters Score -1.607853e+07 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68073 members 
Mstep: Class 2 contains 59875 members 
Entering Unmasked Estep 
Score: -16078621.000000 Penalty: 3821.798340
	Iteration 36Q: 3 clusters Score -1.607862e+07 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68640 members 
Mstep: Class 2 contains 59308 members 
Entering Unmasked Estep 
Score: -16078681.000000 Penalty: 3821.798340
	Iteration 37Q: 3 clusters Score -1.607868e+07 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69194 members 
Mstep: Class 2 contains 58754 members 
Entering Unmasked Estep 
Score: -16078744.000000 Penalty: 3821.798340
	Iteration 38Q: 3 clusters Score -1.607874e+07 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69765 members 
Mstep: Class 2 contains 58183 members 
Entering Unmasked Estep 
Score: -16078809.000000 Penalty: 3821.798340
	Iteration 39Q: 3 clusters Score -1.607881e+07 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70393 members 
Mstep: Class 2 contains 57555 members 
Entering Unmasked Estep 
Score: -16078955.000000 Penalty: 3821.798340
	Iteration 40F: 3 clusters Score -1.607896e+07 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71056 members 
Mstep: Class 2 contains 56892 members 
Entering Unmasked Estep 
Score: -16079040.000000 Penalty: 3821.798340
	Iteration 41Q: 3 clusters Score -1.607904e+07 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71697 members 
Mstep: Class 2 contains 56251 members 
Entering Unmasked Estep 
Score: -16079143.000000 Penalty: 3821.798340
	Iteration 42Q: 3 clusters Score -1.607914e+07 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72295 members 
Mstep: Class 2 contains 55653 members 
Entering Unmasked Estep 
Score: -16079237.000000 Penalty: 3821.798340
	Iteration 43Q: 3 clusters Score -1.607924e+07 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72843 members 
Mstep: Class 2 contains 55105 members 
Entering Unmasked Estep 
Score: -16079342.000000 Penalty: 3821.798340
	Iteration 44Q: 3 clusters Score -1.607934e+07 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73412 members 
Mstep: Class 2 contains 54536 members 
Entering Unmasked Estep 
Score: -16079450.000000 Penalty: 3821.798340
	Iteration 45Q: 3 clusters Score -1.607945e+07 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73970 members 
Mstep: Class 2 contains 53978 members 
Entering Unmasked Estep 
Score: -16079597.000000 Penalty: 3821.798340
	Iteration 46Q: 3 clusters Score -1.60796e+07 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74525 members 
Mstep: Class 2 contains 53423 members 
Entering Unmasked Estep 
Score: -16079615.000000 Penalty: 3821.798340
	Iteration 47Q: 3 clusters Score -1.607962e+07 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75071 members 
Mstep: Class 2 contains 52877 members 
Entering Unmasked Estep 
Score: -16079669.000000 Penalty: 3821.798340
	Iteration 48Q: 3 clusters Score -1.607967e+07 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75638 members 
Mstep: Class 2 contains 52310 members 
Entering Unmasked Estep 
Score: -16079749.000000 Penalty: 3821.798340
	Iteration 49Q: 3 clusters Score -1.607975e+07 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76177 members 
Mstep: Class 2 contains 51771 members 
Entering Unmasked Estep 
Score: -16079871.000000 Penalty: 3821.798340
	Iteration 50Q: 3 clusters Score -1.607987e+07 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76673 members 
Mstep: Class 2 contains 51275 members 
Entering Unmasked Estep 
Score: -16079933.000000 Penalty: 3821.798340
	Iteration 51Q: 3 clusters Score -1.607993e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77137 members 
Mstep: Class 2 contains 50811 members 
Entering Unmasked Estep 
Score: -16079998.000000 Penalty: 3821.798340
	Iteration 52Q: 3 clusters Score -1.608e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77579 members 
Mstep: Class 2 contains 50369 members 
Entering Unmasked Estep 
Score: -16080098.000000 Penalty: 3821.798340
	Iteration 53Q: 3 clusters Score -1.60801e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77991 members 
Mstep: Class 2 contains 49957 members 
Entering Unmasked Estep 
Score: -16080189.000000 Penalty: 3821.798340
	Iteration 54Q: 3 clusters Score -1.608019e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78397 members 
Mstep: Class 2 contains 49551 members 
Entering Unmasked Estep 
Score: -16080238.000000 Penalty: 3821.798340
	Iteration 55Q: 3 clusters Score -1.608024e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78800 members 
Mstep: Class 2 contains 49148 members 
Entering Unmasked Estep 
Score: -16080253.000000 Penalty: 3821.798340
	Iteration 56Q: 3 clusters Score -1.608025e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79177 members 
Mstep: Class 2 contains 48771 members 
Entering Unmasked Estep 
Score: -16080280.000000 Penalty: 3821.798340
	Iteration 57Q: 3 clusters Score -1.608028e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79524 members 
Mstep: Class 2 contains 48424 members 
Entering Unmasked Estep 
Score: -16080283.000000 Penalty: 3821.798340
	Iteration 58Q: 3 clusters Score -1.608028e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79841 members 
Mstep: Class 2 contains 48107 members 
Entering Unmasked Estep 
Score: -16080309.000000 Penalty: 3821.798340
	Iteration 59Q: 3 clusters Score -1.608031e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80161 members 
Mstep: Class 2 contains 47787 members 
Entering Unmasked Estep 
Score: -16080337.000000 Penalty: 3821.798340
	Iteration 60F: 3 clusters Score -1.608034e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80457 members 
Mstep: Class 2 contains 47491 members 
Entering Unmasked Estep 
Score: -16080369.000000 Penalty: 3821.798340
	Iteration 61Q: 3 clusters Score -1.608037e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80733 members 
Mstep: Class 2 contains 47215 members 
Entering Unmasked Estep 
Score: -16080421.000000 Penalty: 3821.798340
	Iteration 62Q: 3 clusters Score -1.608042e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80972 members 
Mstep: Class 2 contains 46976 members 
Entering Unmasked Estep 
Score: -16080481.000000 Penalty: 3821.798340
	Iteration 63Q: 3 clusters Score -1.608048e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81180 members 
Mstep: Class 2 contains 46768 members 
Entering Unmasked Estep 
Score: -16080483.000000 Penalty: 3821.798340
	Iteration 64Q: 3 clusters Score -1.608048e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81355 members 
Mstep: Class 2 contains 46593 members 
Entering Unmasked Estep 
Score: -16080486.000000 Penalty: 3821.798340
	Iteration 65Q: 3 clusters Score -1.608049e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81510 members 
Mstep: Class 2 contains 46438 members 
Entering Unmasked Estep 
Score: -16080480.000000 Penalty: 3821.798340
	Iteration 66Q: 3 clusters Score -1.608048e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81663 members 
Mstep: Class 2 contains 46285 members 
Entering Unmasked Estep 
Score: -16080489.000000 Penalty: 3821.798340
	Iteration 67Q: 3 clusters Score -1.608049e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81806 members 
Mstep: Class 2 contains 46142 members 
Entering Unmasked Estep 
Score: -16080512.000000 Penalty: 3821.798340
	Iteration 68Q: 3 clusters Score -1.608051e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81921 members 
Mstep: Class 2 contains 46027 members 
Entering Unmasked Estep 
Score: -16080510.000000 Penalty: 3821.798340
	Iteration 69Q: 3 clusters Score -1.608051e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82034 members 
Mstep: Class 2 contains 45914 members 
Entering Unmasked Estep 
Score: -16080536.000000 Penalty: 3821.798340
	Iteration 70Q: 3 clusters Score -1.608054e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82116 members 
Mstep: Class 2 contains 45832 members 
Entering Unmasked Estep 
Score: -16080552.000000 Penalty: 3821.798340
	Iteration 71Q: 3 clusters Score -1.608055e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82206 members 
Mstep: Class 2 contains 45742 members 
Entering Unmasked Estep 
Score: -16080602.000000 Penalty: 3821.798340
	Iteration 72Q: 3 clusters Score -1.60806e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82290 members 
Mstep: Class 2 contains 45658 members 
Entering Unmasked Estep 
Score: -16080591.000000 Penalty: 3821.798340
	Iteration 73Q: 3 clusters Score -1.608059e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82372 members 
Mstep: Class 2 contains 45576 members 
Entering Unmasked Estep 
Score: -16080601.000000 Penalty: 3821.798340
	Iteration 74Q: 3 clusters Score -1.60806e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82445 members 
Mstep: Class 2 contains 45503 members 
Entering Unmasked Estep 
Score: -16080592.000000 Penalty: 3821.798340
	Iteration 75Q: 3 clusters Score -1.608059e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82508 members 
Mstep: Class 2 contains 45440 members 
Entering Unmasked Estep 
Score: -16080583.000000 Penalty: 3821.798340
	Iteration 76Q: 3 clusters Score -1.608058e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82579 members 
Mstep: Class 2 contains 45369 members 
Entering Unmasked Estep 
Score: -16080583.000000 Penalty: 3821.798340
	Iteration 77Q: 3 clusters Score -1.608058e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82644 members 
Mstep: Class 2 contains 45304 members 
Entering Unmasked Estep 
Score: -16080567.000000 Penalty: 3821.798340
	Iteration 78Q: 3 clusters Score -1.608057e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82691 members 
Mstep: Class 2 contains 45257 members 
Entering Unmasked Estep 
Score: -16080556.000000 Penalty: 3821.798340
	Iteration 79Q: 3 clusters Score -1.608056e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82725 members 
Mstep: Class 2 contains 45223 members 
Entering Unmasked Estep 
Score: -16080555.000000 Penalty: 3821.798340
	Iteration 80F: 3 clusters Score -1.608056e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82757 members 
Mstep: Class 2 contains 45191 members 
Entering Unmasked Estep 
Score: -16080577.000000 Penalty: 3821.798340
	Iteration 81Q: 3 clusters Score -1.608058e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82788 members 
Mstep: Class 2 contains 45160 members 
Entering Unmasked Estep 
Score: -16080554.000000 Penalty: 3821.798340
	Iteration 82Q: 3 clusters Score -1.608055e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82823 members 
Mstep: Class 2 contains 45125 members 
Entering Unmasked Estep 
Score: -16080542.000000 Penalty: 3821.798340
	Iteration 83Q: 3 clusters Score -1.608054e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82856 members 
Mstep: Class 2 contains 45092 members 
Entering Unmasked Estep 
Score: -16080547.000000 Penalty: 3821.798340
	Iteration 84Q: 3 clusters Score -1.608055e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82888 members 
Mstep: Class 2 contains 45060 members 
Entering Unmasked Estep 
Score: -16080558.000000 Penalty: 3821.798340
	Iteration 85Q: 3 clusters Score -1.608056e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82919 members 
Mstep: Class 2 contains 45029 members 
Entering Unmasked Estep 
Score: -16080554.000000 Penalty: 3821.798340
	Iteration 86Q: 3 clusters Score -1.608055e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82941 members 
Mstep: Class 2 contains 45007 members 
Entering Unmasked Estep 
Score: -16080574.000000 Penalty: 3821.798340
	Iteration 87Q: 3 clusters Score -1.608057e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82952 members 
Mstep: Class 2 contains 44996 members 
Entering Unmasked Estep 
Score: -16080570.000000 Penalty: 3821.798340
	Iteration 88Q: 3 clusters Score -1.608057e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82961 members 
Mstep: Class 2 contains 44987 members 
Entering Unmasked Estep 
Score: -16080560.000000 Penalty: 3821.798340
	Iteration 89Q: 3 clusters Score -1.608056e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82967 members 
Mstep: Class 2 contains 44981 members 
Entering Unmasked Estep 
Score: -16080561.000000 Penalty: 3821.798340
	Iteration 90Q: 3 clusters Score -1.608056e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82970 members 
Mstep: Class 2 contains 44978 members 
Entering Unmasked Estep 
Score: -16080562.000000 Penalty: 3821.798340
	Iteration 91Q: 3 clusters Score -1.608056e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82973 members 
Mstep: Class 2 contains 44975 members 
Entering Unmasked Estep 
Score: -16080560.000000 Penalty: 3821.798340
	Iteration 92Q: 3 clusters Score -1.608056e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82975 members 
Mstep: Class 2 contains 44973 members 
Entering Unmasked Estep 
Score: -16080559.000000 Penalty: 3821.798340
	Iteration 93Q: 3 clusters Score -1.608056e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82976 members 
Mstep: Class 2 contains 44972 members 
Entering Unmasked Estep 
Score: -16080565.000000 Penalty: 3821.798340
	Iteration 94Q: 3 clusters Score -1.608056e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82978 members 
Mstep: Class 2 contains 44970 members 
Entering Unmasked Estep 
Score: -16080574.000000 Penalty: 3821.798340
	Iteration 95Q: 3 clusters Score -1.608057e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82979 members 
Mstep: Class 2 contains 44969 members 
Entering Unmasked Estep 
Score: -16080572.000000 Penalty: 3821.798340
	Iteration 96Q: 3 clusters Score -1.608057e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82980 members 
Mstep: Class 2 contains 44968 members 
Entering Unmasked Estep 
Score: -16080562.000000 Penalty: 3821.798340
	Iteration 97Q: 3 clusters Score -1.608056e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82980 members 
Mstep: Class 2 contains 44968 members 
Entering Unmasked Estep 
Score: -16080562.000000 Penalty: 3821.798340
	Iteration 98F: 3 clusters Score -1.608056e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 4110 members 
Mstep: Class 3 contains 10739 members 
Mstep: Class 4 contains 1497 members 
Mstep: Class 5 contains 1693 members 
Mstep: Class 6 contains 2387 members 
Mstep: Class 7 contains 82980 members 
Mstep: Class 8 contains 18308 members 
Mstep: Class 9 contains 53855 members 
Mstep: Class 10 contains 26047 members 
Mstep: Class 11 contains 41197 members 
Mstep: Class 12 contains 83890 members 
Mstep: Class 13 contains 46051 members 
Mstep: Class 14 contains 33802 members 
Mstep: Class 15 contains 39678 members 
Mstep: Class 16 contains 174610 members 
Mstep: Class 17 contains 50885 members 
Mstep: Class 18 contains 17400 members 
Mstep: Class 19 contains 27276 members 
Mstep: Class 20 contains 10192 members 
Mstep: Class 21 contains 14057 members 
Mstep: Class 22 contains 405 members 
Mstep: Class 23 contains 21836 members 
Mstep: Class 24 contains 8457 members 
Mstep: Class 25 contains 44968 members 
Entering Unmasked Estep 
Score: -100114064.000000 Penalty: 55322.429688
Splitting cluster 7 changes total score from -100097288.000000 to -100114064.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 8 (18308 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18308 members 
Entering Unmasked Estep 
Score: -2004725.375000 Penalty: 1594.952637
	Iteration 0F: 2 clusters Score -2004725 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9154 members 
Mstep: Class 2 contains 9154 members 
Entering Unmasked Estep 
Score: -1992311.875000 Penalty: 3189.905273
	Iteration 0F: 3 clusters Score -1992312 nChanged 8365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9773 members 
Mstep: Class 2 contains 8535 members 
Entering Unmasked Estep 
Score: -1998592.000000 Penalty: 3189.905273
	Iteration 1F: 3 clusters Score -1998592 nChanged 2021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10426 members 
Mstep: Class 2 contains 7882 members 
Entering Unmasked Estep 
Score: -2000863.875000 Penalty: 3189.905273
	Iteration 2F: 3 clusters Score -2000864 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10986 members 
Mstep: Class 2 contains 7322 members 
Entering Unmasked Estep 
Score: -2002910.375000 Penalty: 3189.905273
	Iteration 3F: 3 clusters Score -2002910 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11301 members 
Mstep: Class 2 contains 7007 members 
Entering Unmasked Estep 
Score: -2004360.875000 Penalty: 3189.905273
	Iteration 4F: 3 clusters Score -2004361 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11340 members 
Mstep: Class 2 contains 6968 members 
Entering Unmasked Estep 
Score: -2005363.125000 Penalty: 3189.905273
	Iteration 5F: 3 clusters Score -2005363 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11228 members 
Mstep: Class 2 contains 7080 members 
Entering Unmasked Estep 
Score: -2006126.875000 Penalty: 3189.905273
	Iteration 6Q: 3 clusters Score -2006127 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11004 members 
Mstep: Class 2 contains 7304 members 
Entering Unmasked Estep 
Score: -2006643.000000 Penalty: 3189.905273
	Iteration 7Q: 3 clusters Score -2006643 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10724 members 
Mstep: Class 2 contains 7584 members 
Entering Unmasked Estep 
Score: -2007027.375000 Penalty: 3189.905273
	Iteration 8Q: 3 clusters Score -2007027 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10440 members 
Mstep: Class 2 contains 7868 members 
Entering Unmasked Estep 
Score: -2007291.375000 Penalty: 3189.905273
	Iteration 9Q: 3 clusters Score -2007291 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10178 members 
Mstep: Class 2 contains 8130 members 
Entering Unmasked Estep 
Score: -2007480.500000 Penalty: 3189.905273
	Iteration 10Q: 3 clusters Score -2007480 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9939 members 
Mstep: Class 2 contains 8369 members 
Entering Unmasked Estep 
Score: -2007634.250000 Penalty: 3189.905273
	Iteration 11Q: 3 clusters Score -2007634 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9715 members 
Mstep: Class 2 contains 8593 members 
Entering Unmasked Estep 
Score: -2007764.000000 Penalty: 3189.905273
	Iteration 12Q: 3 clusters Score -2007764 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9522 members 
Mstep: Class 2 contains 8786 members 
Entering Unmasked Estep 
Score: -2007845.500000 Penalty: 3189.905273
	Iteration 13Q: 3 clusters Score -2007846 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9345 members 
Mstep: Class 2 contains 8963 members 
Entering Unmasked Estep 
Score: -2007903.375000 Penalty: 3189.905273
	Iteration 14Q: 3 clusters Score -2007903 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9190 members 
Mstep: Class 2 contains 9118 members 
Entering Unmasked Estep 
Score: -2007945.375000 Penalty: 3189.905273
	Iteration 15Q: 3 clusters Score -2007945 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9046 members 
Mstep: Class 2 contains 9262 members 
Entering Unmasked Estep 
Score: -2007968.750000 Penalty: 3189.905273
	Iteration 16Q: 3 clusters Score -2007969 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8937 members 
Mstep: Class 2 contains 9371 members 
Entering Unmasked Estep 
Score: -2007994.750000 Penalty: 3189.905273
	Iteration 17Q: 3 clusters Score -2007995 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8842 members 
Mstep: Class 2 contains 9466 members 
Entering Unmasked Estep 
Score: -2008009.750000 Penalty: 3189.905273
	Iteration 18Q: 3 clusters Score -2008010 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8768 members 
Mstep: Class 2 contains 9540 members 
Entering Unmasked Estep 
Score: -2008029.750000 Penalty: 3189.905273
	Iteration 19Q: 3 clusters Score -2008030 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8698 members 
Mstep: Class 2 contains 9610 members 
Entering Unmasked Estep 
Score: -2008049.625000 Penalty: 3189.905273
	Iteration 20F: 3 clusters Score -2008050 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8639 members 
Mstep: Class 2 contains 9669 members 
Entering Unmasked Estep 
Score: -2008052.750000 Penalty: 3189.905273
	Iteration 21Q: 3 clusters Score -2008053 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8580 members 
Mstep: Class 2 contains 9728 members 
Entering Unmasked Estep 
Score: -2008050.625000 Penalty: 3189.905273
	Iteration 22Q: 3 clusters Score -2008051 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8518 members 
Mstep: Class 2 contains 9790 members 
Entering Unmasked Estep 
Score: -2008061.625000 Penalty: 3189.905273
	Iteration 23Q: 3 clusters Score -2008062 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8463 members 
Mstep: Class 2 contains 9845 members 
Entering Unmasked Estep 
Score: -2008073.375000 Penalty: 3189.905273
	Iteration 24Q: 3 clusters Score -2008073 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8418 members 
Mstep: Class 2 contains 9890 members 
Entering Unmasked Estep 
Score: -2008081.500000 Penalty: 3189.905273
	Iteration 25Q: 3 clusters Score -2008082 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8369 members 
Mstep: Class 2 contains 9939 members 
Entering Unmasked Estep 
Score: -2008081.875000 Penalty: 3189.905273
	Iteration 26Q: 3 clusters Score -2008082 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8327 members 
Mstep: Class 2 contains 9981 members 
Entering Unmasked Estep 
Score: -2008088.875000 Penalty: 3189.905273
	Iteration 27Q: 3 clusters Score -2008089 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8273 members 
Mstep: Class 2 contains 10035 members 
Entering Unmasked Estep 
Score: -2008096.625000 Penalty: 3189.905273
	Iteration 28Q: 3 clusters Score -2008097 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8225 members 
Mstep: Class 2 contains 10083 members 
Entering Unmasked Estep 
Score: -2008104.250000 Penalty: 3189.905273
	Iteration 29Q: 3 clusters Score -2008104 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8183 members 
Mstep: Class 2 contains 10125 members 
Entering Unmasked Estep 
Score: -2008110.500000 Penalty: 3189.905273
	Iteration 30Q: 3 clusters Score -2008110 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8158 members 
Mstep: Class 2 contains 10150 members 
Entering Unmasked Estep 
Score: -2008111.375000 Penalty: 3189.905273
	Iteration 31Q: 3 clusters Score -2008111 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8134 members 
Mstep: Class 2 contains 10174 members 
Entering Unmasked Estep 
Score: -2008115.375000 Penalty: 3189.905273
	Iteration 32Q: 3 clusters Score -2008115 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8103 members 
Mstep: Class 2 contains 10205 members 
Entering Unmasked Estep 
Score: -2008118.125000 Penalty: 3189.905273
	Iteration 33Q: 3 clusters Score -2008118 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8076 members 
Mstep: Class 2 contains 10232 members 
Entering Unmasked Estep 
Score: -2008119.000000 Penalty: 3189.905273
	Iteration 34Q: 3 clusters Score -2008119 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8054 members 
Mstep: Class 2 contains 10254 members 
Entering Unmasked Estep 
Score: -2008120.250000 Penalty: 3189.905273
	Iteration 35Q: 3 clusters Score -2008120 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8037 members 
Mstep: Class 2 contains 10271 members 
Entering Unmasked Estep 
Score: -2008120.625000 Penalty: 3189.905273
	Iteration 36Q: 3 clusters Score -2008121 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8016 members 
Mstep: Class 2 contains 10292 members 
Entering Unmasked Estep 
Score: -2008123.625000 Penalty: 3189.905273
	Iteration 37Q: 3 clusters Score -2008124 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7989 members 
Mstep: Class 2 contains 10319 members 
Entering Unmasked Estep 
Score: -2008126.500000 Penalty: 3189.905273
	Iteration 38Q: 3 clusters Score -2008126 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7956 members 
Mstep: Class 2 contains 10352 members 
Entering Unmasked Estep 
Score: -2008125.125000 Penalty: 3189.905273
	Iteration 39Q: 3 clusters Score -2008125 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7921 members 
Mstep: Class 2 contains 10387 members 
Entering Unmasked Estep 
Score: -2008128.125000 Penalty: 3189.905273
	Iteration 40F: 3 clusters Score -2008128 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7888 members 
Mstep: Class 2 contains 10420 members 
Entering Unmasked Estep 
Score: -2008133.000000 Penalty: 3189.905273
	Iteration 41Q: 3 clusters Score -2008133 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7859 members 
Mstep: Class 2 contains 10449 members 
Entering Unmasked Estep 
Score: -2008140.125000 Penalty: 3189.905273
	Iteration 42Q: 3 clusters Score -2008140 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7827 members 
Mstep: Class 2 contains 10481 members 
Entering Unmasked Estep 
Score: -2008139.500000 Penalty: 3189.905273
	Iteration 43Q: 3 clusters Score -2008140 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7801 members 
Mstep: Class 2 contains 10507 members 
Entering Unmasked Estep 
Score: -2008141.500000 Penalty: 3189.905273
	Iteration 44Q: 3 clusters Score -2008142 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7783 members 
Mstep: Class 2 contains 10525 members 
Entering Unmasked Estep 
Score: -2008147.125000 Penalty: 3189.905273
	Iteration 45Q: 3 clusters Score -2008147 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7765 members 
Mstep: Class 2 contains 10543 members 
Entering Unmasked Estep 
Score: -2008150.000000 Penalty: 3189.905273
	Iteration 46Q: 3 clusters Score -2008150 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7753 members 
Mstep: Class 2 contains 10555 members 
Entering Unmasked Estep 
Score: -2008146.000000 Penalty: 3189.905273
	Iteration 47Q: 3 clusters Score -2008146 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7745 members 
Mstep: Class 2 contains 10563 members 
Entering Unmasked Estep 
Score: -2008149.625000 Penalty: 3189.905273
	Iteration 48Q: 3 clusters Score -2008150 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7735 members 
Mstep: Class 2 contains 10573 members 
Entering Unmasked Estep 
Score: -2008151.500000 Penalty: 3189.905273
	Iteration 49Q: 3 clusters Score -2008152 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7727 members 
Mstep: Class 2 contains 10581 members 
Entering Unmasked Estep 
Score: -2008150.375000 Penalty: 3189.905273
	Iteration 50Q: 3 clusters Score -2008150 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7722 members 
Mstep: Class 2 contains 10586 members 
Entering Unmasked Estep 
Score: -2008150.750000 Penalty: 3189.905273
	Iteration 51Q: 3 clusters Score -2008151 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7720 members 
Mstep: Class 2 contains 10588 members 
Entering Unmasked Estep 
Score: -2008151.250000 Penalty: 3189.905273
	Iteration 52Q: 3 clusters Score -2008151 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7719 members 
Mstep: Class 2 contains 10589 members 
Entering Unmasked Estep 
Score: -2008152.125000 Penalty: 3189.905273
	Iteration 53Q: 3 clusters Score -2008152 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7717 members 
Mstep: Class 2 contains 10591 members 
Entering Unmasked Estep 
Score: -2008151.375000 Penalty: 3189.905273
	Iteration 54Q: 3 clusters Score -2008151 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7716 members 
Mstep: Class 2 contains 10592 members 
Entering Unmasked Estep 
Score: -2008151.250000 Penalty: 3189.905273
	Iteration 55Q: 3 clusters Score -2008151 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7715 members 
Mstep: Class 2 contains 10593 members 
Entering Unmasked Estep 
Score: -2008150.625000 Penalty: 3189.905273
	Iteration 56Q: 3 clusters Score -2008151 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7715 members 
Mstep: Class 2 contains 10593 members 
Entering Unmasked Estep 
Score: -2008150.625000 Penalty: 3189.905273
	Iteration 57F: 3 clusters Score -2008151 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 4110 members 
Mstep: Class 3 contains 10739 members 
Mstep: Class 4 contains 1497 members 
Mstep: Class 5 contains 1693 members 
Mstep: Class 6 contains 2387 members 
Mstep: Class 7 contains 82980 members 
Mstep: Class 8 contains 7715 members 
Mstep: Class 9 contains 53855 members 
Mstep: Class 10 contains 26047 members 
Mstep: Class 11 contains 41197 members 
Mstep: Class 12 contains 83890 members 
Mstep: Class 13 contains 46051 members 
Mstep: Class 14 contains 33802 members 
Mstep: Class 15 contains 39678 members 
Mstep: Class 16 contains 174610 members 
Mstep: Class 17 contains 50885 members 
Mstep: Class 18 contains 17400 members 
Mstep: Class 19 contains 27276 members 
Mstep: Class 20 contains 10192 members 
Mstep: Class 21 contains 14057 members 
Mstep: Class 22 contains 405 members 
Mstep: Class 23 contains 21836 members 
Mstep: Class 24 contains 8457 members 
Mstep: Class 25 contains 44968 members 
Mstep: Class 26 contains 10593 members 
Entering Unmasked Estep 
Score: -100116080.000000 Penalty: 57535.324219
Splitting cluster 8 changes total score from -100097288.000000 to -100116080.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 9 (53855 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53855 members 
Entering Unmasked Estep 
Score: -6778059.500000 Penalty: 1770.283203
	Iteration 0F: 2 clusters Score -6778060 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27072 members 
Mstep: Class 2 contains 26783 members 
Entering Unmasked Estep 
Score: -6741638.500000 Penalty: 3540.566406
	Iteration 0F: 3 clusters Score -6741638 nChanged 25509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28919 members 
Mstep: Class 2 contains 24936 members 
Entering Unmasked Estep 
Score: -6757046.000000 Penalty: 3540.566406
	Iteration 1F: 3 clusters Score -6757046 nChanged 2810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30055 members 
Mstep: Class 2 contains 23800 members 
Entering Unmasked Estep 
Score: -6758394.000000 Penalty: 3540.566406
	Iteration 2F: 3 clusters Score -6758394 nChanged 3139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31588 members 
Mstep: Class 2 contains 22267 members 
Entering Unmasked Estep 
Score: -6760211.000000 Penalty: 3540.566406
	Iteration 3F: 3 clusters Score -6760211 nChanged 3453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33555 members 
Mstep: Class 2 contains 20300 members 
Entering Unmasked Estep 
Score: -6762523.000000 Penalty: 3540.566406
	Iteration 4F: 3 clusters Score -6762523 nChanged 3623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35752 members 
Mstep: Class 2 contains 18103 members 
Entering Unmasked Estep 
Score: -6765128.000000 Penalty: 3540.566406
	Iteration 5F: 3 clusters Score -6765128 nChanged 3531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37967 members 
Mstep: Class 2 contains 15888 members 
Entering Unmasked Estep 
Score: -6767831.000000 Penalty: 3540.566406
	Iteration 6F: 3 clusters Score -6767831 nChanged 3150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39859 members 
Mstep: Class 2 contains 13996 members 
Entering Unmasked Estep 
Score: -6770494.000000 Penalty: 3540.566406
	Iteration 7F: 3 clusters Score -6770494 nChanged 2544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41193 members 
Mstep: Class 2 contains 12662 members 
Entering Unmasked Estep 
Score: -6772588.000000 Penalty: 3540.566406
	Iteration 8Q: 3 clusters Score -6772588 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42012 members 
Mstep: Class 2 contains 11843 members 
Entering Unmasked Estep 
Score: -6773865.000000 Penalty: 3540.566406
	Iteration 9Q: 3 clusters Score -6773865 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42484 members 
Mstep: Class 2 contains 11371 members 
Entering Unmasked Estep 
Score: -6774447.500000 Penalty: 3540.566406
	Iteration 10Q: 3 clusters Score -6774448 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42755 members 
Mstep: Class 2 contains 11100 members 
Entering Unmasked Estep 
Score: -6774768.500000 Penalty: 3540.566406
	Iteration 11Q: 3 clusters Score -6774768 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42983 members 
Mstep: Class 2 contains 10872 members 
Entering Unmasked Estep 
Score: -6774972.000000 Penalty: 3540.566406
	Iteration 12Q: 3 clusters Score -6774972 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43145 members 
Mstep: Class 2 contains 10710 members 
Entering Unmasked Estep 
Score: -6775066.500000 Penalty: 3540.566406
	Iteration 13Q: 3 clusters Score -6775066 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43302 members 
Mstep: Class 2 contains 10553 members 
Entering Unmasked Estep 
Score: -6775109.000000 Penalty: 3540.566406
	Iteration 14Q: 3 clusters Score -6775109 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43426 members 
Mstep: Class 2 contains 10429 members 
Entering Unmasked Estep 
Score: -6775179.500000 Penalty: 3540.566406
	Iteration 15Q: 3 clusters Score -6775180 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43527 members 
Mstep: Class 2 contains 10328 members 
Entering Unmasked Estep 
Score: -6775219.500000 Penalty: 3540.566406
	Iteration 16Q: 3 clusters Score -6775220 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43628 members 
Mstep: Class 2 contains 10227 members 
Entering Unmasked Estep 
Score: -6775262.000000 Penalty: 3540.566406
	Iteration 17Q: 3 clusters Score -6775262 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43724 members 
Mstep: Class 2 contains 10131 members 
Entering Unmasked Estep 
Score: -6775298.500000 Penalty: 3540.566406
	Iteration 18Q: 3 clusters Score -6775298 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43813 members 
Mstep: Class 2 contains 10042 members 
Entering Unmasked Estep 
Score: -6775324.500000 Penalty: 3540.566406
	Iteration 19Q: 3 clusters Score -6775324 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43903 members 
Mstep: Class 2 contains 9952 members 
Entering Unmasked Estep 
Score: -6775343.500000 Penalty: 3540.566406
	Iteration 20F: 3 clusters Score -6775344 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43994 members 
Mstep: Class 2 contains 9861 members 
Entering Unmasked Estep 
Score: -6775363.500000 Penalty: 3540.566406
	Iteration 21Q: 3 clusters Score -6775364 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44102 members 
Mstep: Class 2 contains 9753 members 
Entering Unmasked Estep 
Score: -6775376.000000 Penalty: 3540.566406
	Iteration 22Q: 3 clusters Score -6775376 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44219 members 
Mstep: Class 2 contains 9636 members 
Entering Unmasked Estep 
Score: -6775403.000000 Penalty: 3540.566406
	Iteration 23Q: 3 clusters Score -6775403 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44328 members 
Mstep: Class 2 contains 9527 members 
Entering Unmasked Estep 
Score: -6775431.500000 Penalty: 3540.566406
	Iteration 24Q: 3 clusters Score -6775432 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44451 members 
Mstep: Class 2 contains 9404 members 
Entering Unmasked Estep 
Score: -6775462.000000 Penalty: 3540.566406
	Iteration 25Q: 3 clusters Score -6775462 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44558 members 
Mstep: Class 2 contains 9297 members 
Entering Unmasked Estep 
Score: -6775491.000000 Penalty: 3540.566406
	Iteration 26Q: 3 clusters Score -6775491 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44659 members 
Mstep: Class 2 contains 9196 members 
Entering Unmasked Estep 
Score: -6775514.000000 Penalty: 3540.566406
	Iteration 27Q: 3 clusters Score -6775514 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44762 members 
Mstep: Class 2 contains 9093 members 
Entering Unmasked Estep 
Score: -6775525.500000 Penalty: 3540.566406
	Iteration 28Q: 3 clusters Score -6775526 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44858 members 
Mstep: Class 2 contains 8997 members 
Entering Unmasked Estep 
Score: -6775521.500000 Penalty: 3540.566406
	Iteration 29Q: 3 clusters Score -6775522 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44951 members 
Mstep: Class 2 contains 8904 members 
Entering Unmasked Estep 
Score: -6775570.500000 Penalty: 3540.566406
	Iteration 30Q: 3 clusters Score -6775570 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45069 members 
Mstep: Class 2 contains 8786 members 
Entering Unmasked Estep 
Score: -6775587.000000 Penalty: 3540.566406
	Iteration 31Q: 3 clusters Score -6775587 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45166 members 
Mstep: Class 2 contains 8689 members 
Entering Unmasked Estep 
Score: -6775600.000000 Penalty: 3540.566406
	Iteration 32Q: 3 clusters Score -6775600 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45268 members 
Mstep: Class 2 contains 8587 members 
Entering Unmasked Estep 
Score: -6775609.500000 Penalty: 3540.566406
	Iteration 33Q: 3 clusters Score -6775610 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45386 members 
Mstep: Class 2 contains 8469 members 
Entering Unmasked Estep 
Score: -6775644.500000 Penalty: 3540.566406
	Iteration 34Q: 3 clusters Score -6775644 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45504 members 
Mstep: Class 2 contains 8351 members 
Entering Unmasked Estep 
Score: -6775664.500000 Penalty: 3540.566406
	Iteration 35Q: 3 clusters Score -6775664 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45634 members 
Mstep: Class 2 contains 8221 members 
Entering Unmasked Estep 
Score: -6775688.000000 Penalty: 3540.566406
	Iteration 36Q: 3 clusters Score -6775688 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45780 members 
Mstep: Class 2 contains 8075 members 
Entering Unmasked Estep 
Score: -6775699.000000 Penalty: 3540.566406
	Iteration 37Q: 3 clusters Score -6775699 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45921 members 
Mstep: Class 2 contains 7934 members 
Entering Unmasked Estep 
Score: -6775714.500000 Penalty: 3540.566406
	Iteration 38Q: 3 clusters Score -6775714 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46048 members 
Mstep: Class 2 contains 7807 members 
Entering Unmasked Estep 
Score: -6775743.000000 Penalty: 3540.566406
	Iteration 39Q: 3 clusters Score -6775743 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46189 members 
Mstep: Class 2 contains 7666 members 
Entering Unmasked Estep 
Score: -6775789.000000 Penalty: 3540.566406
	Iteration 40F: 3 clusters Score -6775789 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46322 members 
Mstep: Class 2 contains 7533 members 
Entering Unmasked Estep 
Score: -6775809.500000 Penalty: 3540.566406
	Iteration 41Q: 3 clusters Score -6775810 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46454 members 
Mstep: Class 2 contains 7401 members 
Entering Unmasked Estep 
Score: -6775825.000000 Penalty: 3540.566406
	Iteration 42Q: 3 clusters Score -6775825 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46565 members 
Mstep: Class 2 contains 7290 members 
Entering Unmasked Estep 
Score: -6775848.000000 Penalty: 3540.566406
	Iteration 43Q: 3 clusters Score -6775848 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46682 members 
Mstep: Class 2 contains 7173 members 
Entering Unmasked Estep 
Score: -6775901.000000 Penalty: 3540.566406
	Iteration 44Q: 3 clusters Score -6775901 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46807 members 
Mstep: Class 2 contains 7048 members 
Entering Unmasked Estep 
Score: -6775916.500000 Penalty: 3540.566406
	Iteration 45Q: 3 clusters Score -6775916 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46945 members 
Mstep: Class 2 contains 6910 members 
Entering Unmasked Estep 
Score: -6775952.000000 Penalty: 3540.566406
	Iteration 46Q: 3 clusters Score -6775952 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47069 members 
Mstep: Class 2 contains 6786 members 
Entering Unmasked Estep 
Score: -6775964.500000 Penalty: 3540.566406
	Iteration 47Q: 3 clusters Score -6775964 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47196 members 
Mstep: Class 2 contains 6659 members 
Entering Unmasked Estep 
Score: -6776002.500000 Penalty: 3540.566406
	Iteration 48Q: 3 clusters Score -6776002 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47347 members 
Mstep: Class 2 contains 6508 members 
Entering Unmasked Estep 
Score: -6776033.500000 Penalty: 3540.566406
	Iteration 49Q: 3 clusters Score -6776034 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47498 members 
Mstep: Class 2 contains 6357 members 
Entering Unmasked Estep 
Score: -6776066.000000 Penalty: 3540.566406
	Iteration 50Q: 3 clusters Score -6776066 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47647 members 
Mstep: Class 2 contains 6208 members 
Entering Unmasked Estep 
Score: -6776098.000000 Penalty: 3540.566406
	Iteration 51Q: 3 clusters Score -6776098 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47807 members 
Mstep: Class 2 contains 6048 members 
Entering Unmasked Estep 
Score: -6776150.500000 Penalty: 3540.566406
	Iteration 52Q: 3 clusters Score -6776150 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47969 members 
Mstep: Class 2 contains 5886 members 
Entering Unmasked Estep 
Score: -6776166.500000 Penalty: 3540.566406
	Iteration 53Q: 3 clusters Score -6776166 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48141 members 
Mstep: Class 2 contains 5714 members 
Entering Unmasked Estep 
Score: -6776198.500000 Penalty: 3540.566406
	Iteration 54Q: 3 clusters Score -6776198 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48312 members 
Mstep: Class 2 contains 5543 members 
Entering Unmasked Estep 
Score: -6776243.500000 Penalty: 3540.566406
	Iteration 55Q: 3 clusters Score -6776244 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48465 members 
Mstep: Class 2 contains 5390 members 
Entering Unmasked Estep 
Score: -6776280.000000 Penalty: 3540.566406
	Iteration 56Q: 3 clusters Score -6776280 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48621 members 
Mstep: Class 2 contains 5234 members 
Entering Unmasked Estep 
Score: -6776308.500000 Penalty: 3540.566406
	Iteration 57Q: 3 clusters Score -6776308 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48774 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -6776360.000000 Penalty: 3540.566406
	Iteration 58Q: 3 clusters Score -6776360 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48935 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -6776406.500000 Penalty: 3540.566406
	Iteration 59Q: 3 clusters Score -6776406 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49089 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -6776439.000000 Penalty: 3540.566406
	Iteration 60F: 3 clusters Score -6776439 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49232 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -6776454.500000 Penalty: 3540.566406
	Iteration 61Q: 3 clusters Score -6776454 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49374 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -6776514.000000 Penalty: 3540.566406
	Iteration 62Q: 3 clusters Score -6776514 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49509 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -6776545.500000 Penalty: 3540.566406
	Iteration 63Q: 3 clusters Score -6776546 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49640 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -6776592.500000 Penalty: 3540.566406
	Iteration 64Q: 3 clusters Score -6776592 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49765 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -6776600.000000 Penalty: 3540.566406
	Iteration 65Q: 3 clusters Score -6776600 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49881 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -6776638.000000 Penalty: 3540.566406
	Iteration 66Q: 3 clusters Score -6776638 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50010 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -6776666.000000 Penalty: 3540.566406
	Iteration 67Q: 3 clusters Score -6776666 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50136 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -6776709.500000 Penalty: 3540.566406
	Iteration 68Q: 3 clusters Score -6776710 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50254 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -6776739.000000 Penalty: 3540.566406
	Iteration 69Q: 3 clusters Score -6776739 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50371 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -6776773.500000 Penalty: 3540.566406
	Iteration 70Q: 3 clusters Score -6776774 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50492 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -6776794.500000 Penalty: 3540.566406
	Iteration 71Q: 3 clusters Score -6776794 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50604 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -6776828.000000 Penalty: 3540.566406
	Iteration 72Q: 3 clusters Score -6776828 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50690 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -6776825.500000 Penalty: 3540.566406
	Iteration 73Q: 3 clusters Score -6776826 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50766 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -6776842.500000 Penalty: 3540.566406
	Iteration 74Q: 3 clusters Score -6776842 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50835 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -6776857.000000 Penalty: 3540.566406
	Iteration 75Q: 3 clusters Score -6776857 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50903 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -6776882.500000 Penalty: 3540.566406
	Iteration 76Q: 3 clusters Score -6776882 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50976 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -6776904.500000 Penalty: 3540.566406
	Iteration 77Q: 3 clusters Score -6776904 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51025 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -6776909.000000 Penalty: 3540.566406
	Iteration 78Q: 3 clusters Score -6776909 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51074 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -6776929.000000 Penalty: 3540.566406
	Iteration 79Q: 3 clusters Score -6776929 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51127 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -6776930.500000 Penalty: 3540.566406
	Iteration 80F: 3 clusters Score -6776930 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51178 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -6776928.000000 Penalty: 3540.566406
	Iteration 81Q: 3 clusters Score -6776928 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51233 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -6776967.500000 Penalty: 3540.566406
	Iteration 82Q: 3 clusters Score -6776968 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51291 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -6776983.500000 Penalty: 3540.566406
	Iteration 83Q: 3 clusters Score -6776984 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51347 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -6776998.000000 Penalty: 3540.566406
	Iteration 84Q: 3 clusters Score -6776998 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51403 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -6777019.000000 Penalty: 3540.566406
	Iteration 85Q: 3 clusters Score -6777019 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51465 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -6777051.000000 Penalty: 3540.566406
	Iteration 86Q: 3 clusters Score -6777051 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51517 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -6777090.000000 Penalty: 3540.566406
	Iteration 87Q: 3 clusters Score -6777090 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51566 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -6777090.500000 Penalty: 3540.566406
	Iteration 88Q: 3 clusters Score -6777090 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51613 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -6777105.500000 Penalty: 3540.566406
	Iteration 89Q: 3 clusters Score -6777106 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51654 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -6777116.500000 Penalty: 3540.566406
	Iteration 90Q: 3 clusters Score -6777116 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51695 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -6777135.000000 Penalty: 3540.566406
	Iteration 91Q: 3 clusters Score -6777135 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51728 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -6777141.000000 Penalty: 3540.566406
	Iteration 92Q: 3 clusters Score -6777141 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51753 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -6777149.500000 Penalty: 3540.566406
	Iteration 93Q: 3 clusters Score -6777150 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51777 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -6777153.500000 Penalty: 3540.566406
	Iteration 94Q: 3 clusters Score -6777154 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51803 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -6777163.500000 Penalty: 3540.566406
	Iteration 95Q: 3 clusters Score -6777164 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51830 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -6777172.000000 Penalty: 3540.566406
	Iteration 96Q: 3 clusters Score -6777172 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51858 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -6777178.500000 Penalty: 3540.566406
	Iteration 97Q: 3 clusters Score -6777178 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51875 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -6777188.000000 Penalty: 3540.566406
	Iteration 98Q: 3 clusters Score -6777188 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51902 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -6777187.500000 Penalty: 3540.566406
	Iteration 99Q: 3 clusters Score -6777188 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51929 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -6777197.500000 Penalty: 3540.566406
	Iteration 100F: 3 clusters Score -6777198 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51952 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -6777212.000000 Penalty: 3540.566406
	Iteration 101Q: 3 clusters Score -6777212 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51969 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -6777215.500000 Penalty: 3540.566406
	Iteration 102Q: 3 clusters Score -6777216 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51981 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -6777217.500000 Penalty: 3540.566406
	Iteration 103Q: 3 clusters Score -6777218 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51992 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -6777212.000000 Penalty: 3540.566406
	Iteration 104Q: 3 clusters Score -6777212 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52000 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -6777209.500000 Penalty: 3540.566406
	Iteration 105Q: 3 clusters Score -6777210 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52006 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -6777213.000000 Penalty: 3540.566406
	Iteration 106Q: 3 clusters Score -6777213 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52012 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -6777213.000000 Penalty: 3540.566406
	Iteration 107Q: 3 clusters Score -6777213 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52017 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -6777219.000000 Penalty: 3540.566406
	Iteration 108Q: 3 clusters Score -6777219 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52022 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -6777212.500000 Penalty: 3540.566406
	Iteration 109Q: 3 clusters Score -6777212 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52027 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -6777215.500000 Penalty: 3540.566406
	Iteration 110Q: 3 clusters Score -6777216 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52031 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -6777218.500000 Penalty: 3540.566406
	Iteration 111Q: 3 clusters Score -6777218 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52031 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -6777218.500000 Penalty: 3540.566406
	Iteration 112F: 3 clusters Score -6777218 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (26047 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26047 members 
Entering Unmasked Estep 
Score: -3333487.750000 Penalty: 1652.244385
	Iteration 0F: 2 clusters Score -3333488 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13011 members 
Mstep: Class 2 contains 13036 members 
Entering Unmasked Estep 
Score: -3315827.500000 Penalty: 3304.488770
	Iteration 0F: 3 clusters Score -3315828 nChanged 11978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12775 members 
Mstep: Class 2 contains 13272 members 
Entering Unmasked Estep 
Score: -3323350.500000 Penalty: 3304.488770
	Iteration 1F: 3 clusters Score -3323350 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12440 members 
Mstep: Class 2 contains 13607 members 
Entering Unmasked Estep 
Score: -3325760.500000 Penalty: 3304.488770
	Iteration 2F: 3 clusters Score -3325760 nChanged 2646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11418 members 
Mstep: Class 2 contains 14629 members 
Entering Unmasked Estep 
Score: -3330273.250000 Penalty: 3304.488770
	Iteration 3F: 3 clusters Score -3330273 nChanged 3156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9492 members 
Mstep: Class 2 contains 16555 members 
Entering Unmasked Estep 
Score: -3334933.750000 Penalty: 3304.488770
	Iteration 4F: 3 clusters Score -3334934 nChanged 2435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7805 members 
Mstep: Class 2 contains 18242 members 
Entering Unmasked Estep 
Score: -3337676.250000 Penalty: 3304.488770
	Iteration 5F: 3 clusters Score -3337676 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6827 members 
Mstep: Class 2 contains 19220 members 
Entering Unmasked Estep 
Score: -3338841.750000 Penalty: 3304.488770
	Iteration 6Q: 3 clusters Score -3338842 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6141 members 
Mstep: Class 2 contains 19906 members 
Entering Unmasked Estep 
Score: -3339590.000000 Penalty: 3304.488770
	Iteration 7Q: 3 clusters Score -3339590 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5672 members 
Mstep: Class 2 contains 20375 members 
Entering Unmasked Estep 
Score: -3340177.750000 Penalty: 3304.488770
	Iteration 8Q: 3 clusters Score -3340178 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 20708 members 
Entering Unmasked Estep 
Score: -3340597.000000 Penalty: 3304.488770
	Iteration 9Q: 3 clusters Score -3340597 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 20907 members 
Entering Unmasked Estep 
Score: -3340797.750000 Penalty: 3304.488770
	Iteration 10Q: 3 clusters Score -3340798 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 21018 members 
Entering Unmasked Estep 
Score: -3340850.500000 Penalty: 3304.488770
	Iteration 11Q: 3 clusters Score -3340850 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 21075 members 
Entering Unmasked Estep 
Score: -3340856.250000 Penalty: 3304.488770
	Iteration 12Q: 3 clusters Score -3340856 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 21111 members 
Entering Unmasked Estep 
Score: -3340854.000000 Penalty: 3304.488770
	Iteration 13Q: 3 clusters Score -3340854 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4914 members 
Mstep: Class 2 contains 21133 members 
Entering Unmasked Estep 
Score: -3340861.500000 Penalty: 3304.488770
	Iteration 14Q: 3 clusters Score -3340862 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 21148 members 
Entering Unmasked Estep 
Score: -3340860.500000 Penalty: 3304.488770
	Iteration 15Q: 3 clusters Score -3340860 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 21155 members 
Entering Unmasked Estep 
Score: -3340859.000000 Penalty: 3304.488770
	Iteration 16Q: 3 clusters Score -3340859 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 21157 members 
Entering Unmasked Estep 
Score: -3340862.000000 Penalty: 3304.488770
	Iteration 17Q: 3 clusters Score -3340862 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 21159 members 
Entering Unmasked Estep 
Score: -3340870.250000 Penalty: 3304.488770
	Iteration 18Q: 3 clusters Score -3340870 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 21162 members 
Entering Unmasked Estep 
Score: -3340870.250000 Penalty: 3304.488770
	Iteration 19Q: 3 clusters Score -3340870 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 21162 members 
Entering Unmasked Estep 
Score: -3340870.250000 Penalty: 3304.488770
	Iteration 20F: 3 clusters Score -3340870 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 4110 members 
Mstep: Class 3 contains 10739 members 
Mstep: Class 4 contains 1497 members 
Mstep: Class 5 contains 1693 members 
Mstep: Class 6 contains 2387 members 
Mstep: Class 7 contains 82980 members 
Mstep: Class 8 contains 7715 members 
Mstep: Class 9 contains 53855 members 
Mstep: Class 10 contains 4885 members 
Mstep: Class 11 contains 41197 members 
Mstep: Class 12 contains 83890 members 
Mstep: Class 13 contains 46051 members 
Mstep: Class 14 contains 33802 members 
Mstep: Class 15 contains 39678 members 
Mstep: Class 16 contains 174610 members 
Mstep: Class 17 contains 50885 members 
Mstep: Class 18 contains 17400 members 
Mstep: Class 19 contains 27276 members 
Mstep: Class 20 contains 10192 members 
Mstep: Class 21 contains 14057 members 
Mstep: Class 22 contains 405 members 
Mstep: Class 23 contains 21836 members 
Mstep: Class 24 contains 8457 members 
Mstep: Class 25 contains 44968 members 
Mstep: Class 26 contains 10593 members 
Mstep: Class 27 contains 21162 members 
Entering Unmasked Estep 
Score: -100122496.000000 Penalty: 59748.222656
Splitting cluster 10 changes total score from -100097288.000000 to -100122496.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 11 (41197 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41197 members 
Entering Unmasked Estep 
Score: -5171306.500000 Penalty: 1726.744629
	Iteration 0F: 2 clusters Score -5171306 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20633 members 
Mstep: Class 2 contains 20564 members 
Entering Unmasked Estep 
Score: -5143924.500000 Penalty: 3453.489258
	Iteration 0F: 3 clusters Score -5143924 nChanged 19125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21044 members 
Mstep: Class 2 contains 20153 members 
Entering Unmasked Estep 
Score: -5156345.000000 Penalty: 3453.489258
	Iteration 1F: 3 clusters Score -5156345 nChanged 3178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22082 members 
Mstep: Class 2 contains 19115 members 
Entering Unmasked Estep 
Score: -5159953.000000 Penalty: 3453.489258
	Iteration 2F: 3 clusters Score -5159953 nChanged 4014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24174 members 
Mstep: Class 2 contains 17023 members 
Entering Unmasked Estep 
Score: -5164195.000000 Penalty: 3453.489258
	Iteration 3F: 3 clusters Score -5164195 nChanged 4041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26489 members 
Mstep: Class 2 contains 14708 members 
Entering Unmasked Estep 
Score: -5168962.000000 Penalty: 3453.489258
	Iteration 4F: 3 clusters Score -5168962 nChanged 3294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27905 members 
Mstep: Class 2 contains 13292 members 
Entering Unmasked Estep 
Score: -5172916.500000 Penalty: 3453.489258
	Iteration 5F: 3 clusters Score -5172916 nChanged 2449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28292 members 
Mstep: Class 2 contains 12905 members 
Entering Unmasked Estep 
Score: -5175024.000000 Penalty: 3453.489258
	Iteration 6F: 3 clusters Score -5175024 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28194 members 
Mstep: Class 2 contains 13003 members 
Entering Unmasked Estep 
Score: -5176008.000000 Penalty: 3453.489258
	Iteration 7Q: 3 clusters Score -5176008 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27966 members 
Mstep: Class 2 contains 13231 members 
Entering Unmasked Estep 
Score: -5176511.500000 Penalty: 3453.489258
	Iteration 8Q: 3 clusters Score -5176512 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27717 members 
Mstep: Class 2 contains 13480 members 
Entering Unmasked Estep 
Score: -5176839.000000 Penalty: 3453.489258
	Iteration 9Q: 3 clusters Score -5176839 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27482 members 
Mstep: Class 2 contains 13715 members 
Entering Unmasked Estep 
Score: -5177007.500000 Penalty: 3453.489258
	Iteration 10Q: 3 clusters Score -5177008 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27230 members 
Mstep: Class 2 contains 13967 members 
Entering Unmasked Estep 
Score: -5177151.000000 Penalty: 3453.489258
	Iteration 11Q: 3 clusters Score -5177151 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26989 members 
Mstep: Class 2 contains 14208 members 
Entering Unmasked Estep 
Score: -5177229.500000 Penalty: 3453.489258
	Iteration 12Q: 3 clusters Score -5177230 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26755 members 
Mstep: Class 2 contains 14442 members 
Entering Unmasked Estep 
Score: -5177301.000000 Penalty: 3453.489258
	Iteration 13Q: 3 clusters Score -5177301 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26502 members 
Mstep: Class 2 contains 14695 members 
Entering Unmasked Estep 
Score: -5177371.000000 Penalty: 3453.489258
	Iteration 14Q: 3 clusters Score -5177371 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26226 members 
Mstep: Class 2 contains 14971 members 
Entering Unmasked Estep 
Score: -5177455.500000 Penalty: 3453.489258
	Iteration 15Q: 3 clusters Score -5177456 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25919 members 
Mstep: Class 2 contains 15278 members 
Entering Unmasked Estep 
Score: -5177529.000000 Penalty: 3453.489258
	Iteration 16Q: 3 clusters Score -5177529 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25589 members 
Mstep: Class 2 contains 15608 members 
Entering Unmasked Estep 
Score: -5177642.500000 Penalty: 3453.489258
	Iteration 17Q: 3 clusters Score -5177642 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25221 members 
Mstep: Class 2 contains 15976 members 
Entering Unmasked Estep 
Score: -5177772.000000 Penalty: 3453.489258
	Iteration 18Q: 3 clusters Score -5177772 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24807 members 
Mstep: Class 2 contains 16390 members 
Entering Unmasked Estep 
Score: -5177919.500000 Penalty: 3453.489258
	Iteration 19Q: 3 clusters Score -5177920 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24324 members 
Mstep: Class 2 contains 16873 members 
Entering Unmasked Estep 
Score: -5178089.000000 Penalty: 3453.489258
	Iteration 20F: 3 clusters Score -5178089 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23808 members 
Mstep: Class 2 contains 17389 members 
Entering Unmasked Estep 
Score: -5178265.000000 Penalty: 3453.489258
	Iteration 21Q: 3 clusters Score -5178265 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23232 members 
Mstep: Class 2 contains 17965 members 
Entering Unmasked Estep 
Score: -5178576.000000 Penalty: 3453.489258
	Iteration 22Q: 3 clusters Score -5178576 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22577 members 
Mstep: Class 2 contains 18620 members 
Entering Unmasked Estep 
Score: -5178944.500000 Penalty: 3453.489258
	Iteration 23Q: 3 clusters Score -5178944 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21797 members 
Mstep: Class 2 contains 19400 members 
Entering Unmasked Estep 
Score: -5179458.500000 Penalty: 3453.489258
	Iteration 24Q: 3 clusters Score -5179458 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20957 members 
Mstep: Class 2 contains 20240 members 
Entering Unmasked Estep 
Score: -5180073.500000 Penalty: 3453.489258
	Iteration 25Q: 3 clusters Score -5180074 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20075 members 
Mstep: Class 2 contains 21122 members 
Entering Unmasked Estep 
Score: -5180742.000000 Penalty: 3453.489258
	Iteration 26Q: 3 clusters Score -5180742 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19201 members 
Mstep: Class 2 contains 21996 members 
Entering Unmasked Estep 
Score: -5181388.500000 Penalty: 3453.489258
	Iteration 27Q: 3 clusters Score -5181388 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18387 members 
Mstep: Class 2 contains 22810 members 
Entering Unmasked Estep 
Score: -5181982.500000 Penalty: 3453.489258
	Iteration 28Q: 3 clusters Score -5181982 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17684 members 
Mstep: Class 2 contains 23513 members 
Entering Unmasked Estep 
Score: -5182444.000000 Penalty: 3453.489258
	Iteration 29Q: 3 clusters Score -5182444 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17103 members 
Mstep: Class 2 contains 24094 members 
Entering Unmasked Estep 
Score: -5182824.000000 Penalty: 3453.489258
	Iteration 30Q: 3 clusters Score -5182824 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16584 members 
Mstep: Class 2 contains 24613 members 
Entering Unmasked Estep 
Score: -5183151.000000 Penalty: 3453.489258
	Iteration 31Q: 3 clusters Score -5183151 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16150 members 
Mstep: Class 2 contains 25047 members 
Entering Unmasked Estep 
Score: -5183398.000000 Penalty: 3453.489258
	Iteration 32Q: 3 clusters Score -5183398 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15795 members 
Mstep: Class 2 contains 25402 members 
Entering Unmasked Estep 
Score: -5183610.000000 Penalty: 3453.489258
	Iteration 33Q: 3 clusters Score -5183610 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15491 members 
Mstep: Class 2 contains 25706 members 
Entering Unmasked Estep 
Score: -5183754.500000 Penalty: 3453.489258
	Iteration 34Q: 3 clusters Score -5183754 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15238 members 
Mstep: Class 2 contains 25959 members 
Entering Unmasked Estep 
Score: -5183833.000000 Penalty: 3453.489258
	Iteration 35Q: 3 clusters Score -5183833 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15055 members 
Mstep: Class 2 contains 26142 members 
Entering Unmasked Estep 
Score: -5183875.000000 Penalty: 3453.489258
	Iteration 36Q: 3 clusters Score -5183875 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14935 members 
Mstep: Class 2 contains 26262 members 
Entering Unmasked Estep 
Score: -5183905.000000 Penalty: 3453.489258
	Iteration 37Q: 3 clusters Score -5183905 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14862 members 
Mstep: Class 2 contains 26335 members 
Entering Unmasked Estep 
Score: -5183913.500000 Penalty: 3453.489258
	Iteration 38Q: 3 clusters Score -5183914 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14833 members 
Mstep: Class 2 contains 26364 members 
Entering Unmasked Estep 
Score: -5183921.500000 Penalty: 3453.489258
	Iteration 39Q: 3 clusters Score -5183922 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14809 members 
Mstep: Class 2 contains 26388 members 
Entering Unmasked Estep 
Score: -5183933.000000 Penalty: 3453.489258
	Iteration 40F: 3 clusters Score -5183933 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14772 members 
Mstep: Class 2 contains 26425 members 
Entering Unmasked Estep 
Score: -5183921.000000 Penalty: 3453.489258
	Iteration 41Q: 3 clusters Score -5183921 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14739 members 
Mstep: Class 2 contains 26458 members 
Entering Unmasked Estep 
Score: -5183927.000000 Penalty: 3453.489258
	Iteration 42Q: 3 clusters Score -5183927 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14719 members 
Mstep: Class 2 contains 26478 members 
Entering Unmasked Estep 
Score: -5183932.000000 Penalty: 3453.489258
	Iteration 43Q: 3 clusters Score -5183932 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14713 members 
Mstep: Class 2 contains 26484 members 
Entering Unmasked Estep 
Score: -5183929.000000 Penalty: 3453.489258
	Iteration 44Q: 3 clusters Score -5183929 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14712 members 
Mstep: Class 2 contains 26485 members 
Entering Unmasked Estep 
Score: -5183927.500000 Penalty: 3453.489258
	Iteration 45Q: 3 clusters Score -5183928 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14711 members 
Mstep: Class 2 contains 26486 members 
Entering Unmasked Estep 
Score: -5183931.000000 Penalty: 3453.489258
	Iteration 46Q: 3 clusters Score -5183931 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14711 members 
Mstep: Class 2 contains 26486 members 
Entering Unmasked Estep 
Score: -5183931.000000 Penalty: 3453.489258
	Iteration 47F: 3 clusters Score -5183931 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 4110 members 
Mstep: Class 3 contains 10739 members 
Mstep: Class 4 contains 1497 members 
Mstep: Class 5 contains 1693 members 
Mstep: Class 6 contains 2387 members 
Mstep: Class 7 contains 82980 members 
Mstep: Class 8 contains 7715 members 
Mstep: Class 9 contains 53855 members 
Mstep: Class 10 contains 4885 members 
Mstep: Class 11 contains 14711 members 
Mstep: Class 12 contains 83890 members 
Mstep: Class 13 contains 46051 members 
Mstep: Class 14 contains 33802 members 
Mstep: Class 15 contains 39678 members 
Mstep: Class 16 contains 174610 members 
Mstep: Class 17 contains 50885 members 
Mstep: Class 18 contains 17400 members 
Mstep: Class 19 contains 27276 members 
Mstep: Class 20 contains 10192 members 
Mstep: Class 21 contains 14057 members 
Mstep: Class 22 contains 405 members 
Mstep: Class 23 contains 21836 members 
Mstep: Class 24 contains 8457 members 
Mstep: Class 25 contains 44968 members 
Mstep: Class 26 contains 10593 members 
Mstep: Class 27 contains 21162 members 
Mstep: Class 28 contains 26486 members 
Entering Unmasked Estep 
Score: -100134256.000000 Penalty: 61961.117188
Splitting cluster 11 changes total score from -100097288.000000 to -100134256.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 12 (83890 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83890 members 
Entering Unmasked Estep 
Score: -10481284.000000 Penalty: 1842.305054
	Iteration 0F: 2 clusters Score -1.048128e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41896 members 
Mstep: Class 2 contains 41994 members 
Entering Unmasked Estep 
Score: -10425215.000000 Penalty: 3684.610107
	Iteration 0F: 3 clusters Score -1.042522e+07 nChanged 40094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40410 members 
Mstep: Class 2 contains 43480 members 
Entering Unmasked Estep 
Score: -10449774.000000 Penalty: 3684.610107
	Iteration 1F: 3 clusters Score -1.044977e+07 nChanged 4417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39011 members 
Mstep: Class 2 contains 44879 members 
Entering Unmasked Estep 
Score: -10452078.000000 Penalty: 3684.610107
	Iteration 2F: 3 clusters Score -1.045208e+07 nChanged 5407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37068 members 
Mstep: Class 2 contains 46822 members 
Entering Unmasked Estep 
Score: -10455573.000000 Penalty: 3684.610107
	Iteration 3F: 3 clusters Score -1.045557e+07 nChanged 6278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34854 members 
Mstep: Class 2 contains 49036 members 
Entering Unmasked Estep 
Score: -10460392.000000 Penalty: 3684.610107
	Iteration 4F: 3 clusters Score -1.046039e+07 nChanged 6426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32792 members 
Mstep: Class 2 contains 51098 members 
Entering Unmasked Estep 
Score: -10465284.000000 Penalty: 3684.610107
	Iteration 5F: 3 clusters Score -1.046528e+07 nChanged 5422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31400 members 
Mstep: Class 2 contains 52490 members 
Entering Unmasked Estep 
Score: -10468716.000000 Penalty: 3684.610107
	Iteration 6F: 3 clusters Score -1.046872e+07 nChanged 4041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30549 members 
Mstep: Class 2 contains 53341 members 
Entering Unmasked Estep 
Score: -10471046.000000 Penalty: 3684.610107
	Iteration 7Q: 3 clusters Score -1.047105e+07 nChanged 3035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29976 members 
Mstep: Class 2 contains 53914 members 
Entering Unmasked Estep 
Score: -10472761.000000 Penalty: 3684.610107
	Iteration 8Q: 3 clusters Score -1.047276e+07 nChanged 2466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29486 members 
Mstep: Class 2 contains 54404 members 
Entering Unmasked Estep 
Score: -10473926.000000 Penalty: 3684.610107
	Iteration 9Q: 3 clusters Score -1.047393e+07 nChanged 2063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29063 members 
Mstep: Class 2 contains 54827 members 
Entering Unmasked Estep 
Score: -10474661.000000 Penalty: 3684.610107
	Iteration 10Q: 3 clusters Score -1.047466e+07 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28627 members 
Mstep: Class 2 contains 55263 members 
Entering Unmasked Estep 
Score: -10475164.000000 Penalty: 3684.610107
	Iteration 11Q: 3 clusters Score -1.047516e+07 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28198 members 
Mstep: Class 2 contains 55692 members 
Entering Unmasked Estep 
Score: -10475437.000000 Penalty: 3684.610107
	Iteration 12Q: 3 clusters Score -1.047544e+07 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27803 members 
Mstep: Class 2 contains 56087 members 
Entering Unmasked Estep 
Score: -10475666.000000 Penalty: 3684.610107
	Iteration 13Q: 3 clusters Score -1.047567e+07 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27394 members 
Mstep: Class 2 contains 56496 members 
Entering Unmasked Estep 
Score: -10475797.000000 Penalty: 3684.610107
	Iteration 14Q: 3 clusters Score -1.04758e+07 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26993 members 
Mstep: Class 2 contains 56897 members 
Entering Unmasked Estep 
Score: -10475860.000000 Penalty: 3684.610107
	Iteration 15Q: 3 clusters Score -1.047586e+07 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26594 members 
Mstep: Class 2 contains 57296 members 
Entering Unmasked Estep 
Score: -10475929.000000 Penalty: 3684.610107
	Iteration 16Q: 3 clusters Score -1.047593e+07 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26196 members 
Mstep: Class 2 contains 57694 members 
Entering Unmasked Estep 
Score: -10476030.000000 Penalty: 3684.610107
	Iteration 17Q: 3 clusters Score -1.047603e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25774 members 
Mstep: Class 2 contains 58116 members 
Entering Unmasked Estep 
Score: -10476119.000000 Penalty: 3684.610107
	Iteration 18Q: 3 clusters Score -1.047612e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25373 members 
Mstep: Class 2 contains 58517 members 
Entering Unmasked Estep 
Score: -10476151.000000 Penalty: 3684.610107
	Iteration 19Q: 3 clusters Score -1.047615e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24935 members 
Mstep: Class 2 contains 58955 members 
Entering Unmasked Estep 
Score: -10476232.000000 Penalty: 3684.610107
	Iteration 20F: 3 clusters Score -1.047623e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24518 members 
Mstep: Class 2 contains 59372 members 
Entering Unmasked Estep 
Score: -10476282.000000 Penalty: 3684.610107
	Iteration 21Q: 3 clusters Score -1.047628e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24106 members 
Mstep: Class 2 contains 59784 members 
Entering Unmasked Estep 
Score: -10476347.000000 Penalty: 3684.610107
	Iteration 22Q: 3 clusters Score -1.047635e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23696 members 
Mstep: Class 2 contains 60194 members 
Entering Unmasked Estep 
Score: -10476462.000000 Penalty: 3684.610107
	Iteration 23Q: 3 clusters Score -1.047646e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23302 members 
Mstep: Class 2 contains 60588 members 
Entering Unmasked Estep 
Score: -10476503.000000 Penalty: 3684.610107
	Iteration 24Q: 3 clusters Score -1.04765e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22918 members 
Mstep: Class 2 contains 60972 members 
Entering Unmasked Estep 
Score: -10476582.000000 Penalty: 3684.610107
	Iteration 25Q: 3 clusters Score -1.047658e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22528 members 
Mstep: Class 2 contains 61362 members 
Entering Unmasked Estep 
Score: -10476628.000000 Penalty: 3684.610107
	Iteration 26Q: 3 clusters Score -1.047663e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22101 members 
Mstep: Class 2 contains 61789 members 
Entering Unmasked Estep 
Score: -10476709.000000 Penalty: 3684.610107
	Iteration 27Q: 3 clusters Score -1.047671e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21728 members 
Mstep: Class 2 contains 62162 members 
Entering Unmasked Estep 
Score: -10476770.000000 Penalty: 3684.610107
	Iteration 28Q: 3 clusters Score -1.047677e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21360 members 
Mstep: Class 2 contains 62530 members 
Entering Unmasked Estep 
Score: -10476812.000000 Penalty: 3684.610107
	Iteration 29Q: 3 clusters Score -1.047681e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20975 members 
Mstep: Class 2 contains 62915 members 
Entering Unmasked Estep 
Score: -10476876.000000 Penalty: 3684.610107
	Iteration 30Q: 3 clusters Score -1.047688e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20617 members 
Mstep: Class 2 contains 63273 members 
Entering Unmasked Estep 
Score: -10476906.000000 Penalty: 3684.610107
	Iteration 31Q: 3 clusters Score -1.047691e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20271 members 
Mstep: Class 2 contains 63619 members 
Entering Unmasked Estep 
Score: -10476970.000000 Penalty: 3684.610107
	Iteration 32Q: 3 clusters Score -1.047697e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19937 members 
Mstep: Class 2 contains 63953 members 
Entering Unmasked Estep 
Score: -10477045.000000 Penalty: 3684.610107
	Iteration 33Q: 3 clusters Score -1.047704e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19597 members 
Mstep: Class 2 contains 64293 members 
Entering Unmasked Estep 
Score: -10477105.000000 Penalty: 3684.610107
	Iteration 34Q: 3 clusters Score -1.04771e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19263 members 
Mstep: Class 2 contains 64627 members 
Entering Unmasked Estep 
Score: -10477137.000000 Penalty: 3684.610107
	Iteration 35Q: 3 clusters Score -1.047714e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18959 members 
Mstep: Class 2 contains 64931 members 
Entering Unmasked Estep 
Score: -10477185.000000 Penalty: 3684.610107
	Iteration 36Q: 3 clusters Score -1.047718e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18669 members 
Mstep: Class 2 contains 65221 members 
Entering Unmasked Estep 
Score: -10477227.000000 Penalty: 3684.610107
	Iteration 37Q: 3 clusters Score -1.047723e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18387 members 
Mstep: Class 2 contains 65503 members 
Entering Unmasked Estep 
Score: -10477268.000000 Penalty: 3684.610107
	Iteration 38Q: 3 clusters Score -1.047727e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18064 members 
Mstep: Class 2 contains 65826 members 
Entering Unmasked Estep 
Score: -10477299.000000 Penalty: 3684.610107
	Iteration 39Q: 3 clusters Score -1.04773e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17759 members 
Mstep: Class 2 contains 66131 members 
Entering Unmasked Estep 
Score: -10477325.000000 Penalty: 3684.610107
	Iteration 40F: 3 clusters Score -1.047732e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17437 members 
Mstep: Class 2 contains 66453 members 
Entering Unmasked Estep 
Score: -10477381.000000 Penalty: 3684.610107
	Iteration 41Q: 3 clusters Score -1.047738e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17138 members 
Mstep: Class 2 contains 66752 members 
Entering Unmasked Estep 
Score: -10477386.000000 Penalty: 3684.610107
	Iteration 42Q: 3 clusters Score -1.047739e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16808 members 
Mstep: Class 2 contains 67082 members 
Entering Unmasked Estep 
Score: -10477440.000000 Penalty: 3684.610107
	Iteration 43Q: 3 clusters Score -1.047744e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16477 members 
Mstep: Class 2 contains 67413 members 
Entering Unmasked Estep 
Score: -10477516.000000 Penalty: 3684.610107
	Iteration 44Q: 3 clusters Score -1.047752e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16130 members 
Mstep: Class 2 contains 67760 members 
Entering Unmasked Estep 
Score: -10477590.000000 Penalty: 3684.610107
	Iteration 45Q: 3 clusters Score -1.047759e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15785 members 
Mstep: Class 2 contains 68105 members 
Entering Unmasked Estep 
Score: -10477658.000000 Penalty: 3684.610107
	Iteration 46Q: 3 clusters Score -1.047766e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15431 members 
Mstep: Class 2 contains 68459 members 
Entering Unmasked Estep 
Score: -10477694.000000 Penalty: 3684.610107
	Iteration 47Q: 3 clusters Score -1.047769e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15083 members 
Mstep: Class 2 contains 68807 members 
Entering Unmasked Estep 
Score: -10477782.000000 Penalty: 3684.610107
	Iteration 48Q: 3 clusters Score -1.047778e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14717 members 
Mstep: Class 2 contains 69173 members 
Entering Unmasked Estep 
Score: -10477832.000000 Penalty: 3684.610107
	Iteration 49Q: 3 clusters Score -1.047783e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14346 members 
Mstep: Class 2 contains 69544 members 
Entering Unmasked Estep 
Score: -10477917.000000 Penalty: 3684.610107
	Iteration 50Q: 3 clusters Score -1.047792e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13987 members 
Mstep: Class 2 contains 69903 members 
Entering Unmasked Estep 
Score: -10478021.000000 Penalty: 3684.610107
	Iteration 51Q: 3 clusters Score -1.047802e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13647 members 
Mstep: Class 2 contains 70243 members 
Entering Unmasked Estep 
Score: -10478091.000000 Penalty: 3684.610107
	Iteration 52Q: 3 clusters Score -1.047809e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13306 members 
Mstep: Class 2 contains 70584 members 
Entering Unmasked Estep 
Score: -10478143.000000 Penalty: 3684.610107
	Iteration 53Q: 3 clusters Score -1.047814e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12966 members 
Mstep: Class 2 contains 70924 members 
Entering Unmasked Estep 
Score: -10478216.000000 Penalty: 3684.610107
	Iteration 54Q: 3 clusters Score -1.047822e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12639 members 
Mstep: Class 2 contains 71251 members 
Entering Unmasked Estep 
Score: -10478238.000000 Penalty: 3684.610107
	Iteration 55Q: 3 clusters Score -1.047824e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12306 members 
Mstep: Class 2 contains 71584 members 
Entering Unmasked Estep 
Score: -10478290.000000 Penalty: 3684.610107
	Iteration 56Q: 3 clusters Score -1.047829e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11993 members 
Mstep: Class 2 contains 71897 members 
Entering Unmasked Estep 
Score: -10478324.000000 Penalty: 3684.610107
	Iteration 57Q: 3 clusters Score -1.047832e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11686 members 
Mstep: Class 2 contains 72204 members 
Entering Unmasked Estep 
Score: -10478360.000000 Penalty: 3684.610107
	Iteration 58Q: 3 clusters Score -1.047836e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11398 members 
Mstep: Class 2 contains 72492 members 
Entering Unmasked Estep 
Score: -10478387.000000 Penalty: 3684.610107
	Iteration 59Q: 3 clusters Score -1.047839e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11111 members 
Mstep: Class 2 contains 72779 members 
Entering Unmasked Estep 
Score: -10478439.000000 Penalty: 3684.610107
	Iteration 60F: 3 clusters Score -1.047844e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10837 members 
Mstep: Class 2 contains 73053 members 
Entering Unmasked Estep 
Score: -10478474.000000 Penalty: 3684.610107
	Iteration 61Q: 3 clusters Score -1.047847e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10575 members 
Mstep: Class 2 contains 73315 members 
Entering Unmasked Estep 
Score: -10478507.000000 Penalty: 3684.610107
	Iteration 62Q: 3 clusters Score -1.047851e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10328 members 
Mstep: Class 2 contains 73562 members 
Entering Unmasked Estep 
Score: -10478548.000000 Penalty: 3684.610107
	Iteration 63Q: 3 clusters Score -1.047855e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10075 members 
Mstep: Class 2 contains 73815 members 
Entering Unmasked Estep 
Score: -10478576.000000 Penalty: 3684.610107
	Iteration 64Q: 3 clusters Score -1.047858e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9817 members 
Mstep: Class 2 contains 74073 members 
Entering Unmasked Estep 
Score: -10478605.000000 Penalty: 3684.610107
	Iteration 65Q: 3 clusters Score -1.04786e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9543 members 
Mstep: Class 2 contains 74347 members 
Entering Unmasked Estep 
Score: -10478664.000000 Penalty: 3684.610107
	Iteration 66Q: 3 clusters Score -1.047866e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9257 members 
Mstep: Class 2 contains 74633 members 
Entering Unmasked Estep 
Score: -10478695.000000 Penalty: 3684.610107
	Iteration 67Q: 3 clusters Score -1.04787e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8952 members 
Mstep: Class 2 contains 74938 members 
Entering Unmasked Estep 
Score: -10478747.000000 Penalty: 3684.610107
	Iteration 68Q: 3 clusters Score -1.047875e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8625 members 
Mstep: Class 2 contains 75265 members 
Entering Unmasked Estep 
Score: -10478815.000000 Penalty: 3684.610107
	Iteration 69Q: 3 clusters Score -1.047882e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8277 members 
Mstep: Class 2 contains 75613 members 
Entering Unmasked Estep 
Score: -10478932.000000 Penalty: 3684.610107
	Iteration 70Q: 3 clusters Score -1.047893e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7947 members 
Mstep: Class 2 contains 75943 members 
Entering Unmasked Estep 
Score: -10478993.000000 Penalty: 3684.610107
	Iteration 71Q: 3 clusters Score -1.047899e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7592 members 
Mstep: Class 2 contains 76298 members 
Entering Unmasked Estep 
Score: -10479097.000000 Penalty: 3684.610107
	Iteration 72Q: 3 clusters Score -1.04791e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7263 members 
Mstep: Class 2 contains 76627 members 
Entering Unmasked Estep 
Score: -10479205.000000 Penalty: 3684.610107
	Iteration 73Q: 3 clusters Score -1.04792e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6914 members 
Mstep: Class 2 contains 76976 members 
Entering Unmasked Estep 
Score: -10479290.000000 Penalty: 3684.610107
	Iteration 74Q: 3 clusters Score -1.047929e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6586 members 
Mstep: Class 2 contains 77304 members 
Entering Unmasked Estep 
Score: -10479345.000000 Penalty: 3684.610107
	Iteration 75Q: 3 clusters Score -1.047934e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6258 members 
Mstep: Class 2 contains 77632 members 
Entering Unmasked Estep 
Score: -10479442.000000 Penalty: 3684.610107
	Iteration 76Q: 3 clusters Score -1.047944e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5966 members 
Mstep: Class 2 contains 77924 members 
Entering Unmasked Estep 
Score: -10479524.000000 Penalty: 3684.610107
	Iteration 77Q: 3 clusters Score -1.047952e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 78195 members 
Entering Unmasked Estep 
Score: -10479599.000000 Penalty: 3684.610107
	Iteration 78Q: 3 clusters Score -1.04796e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5452 members 
Mstep: Class 2 contains 78438 members 
Entering Unmasked Estep 
Score: -10479651.000000 Penalty: 3684.610107
	Iteration 79Q: 3 clusters Score -1.047965e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5242 members 
Mstep: Class 2 contains 78648 members 
Entering Unmasked Estep 
Score: -10479711.000000 Penalty: 3684.610107
	Iteration 80F: 3 clusters Score -1.047971e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5033 members 
Mstep: Class 2 contains 78857 members 
Entering Unmasked Estep 
Score: -10479784.000000 Penalty: 3684.610107
	Iteration 81Q: 3 clusters Score -1.047978e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 79025 members 
Entering Unmasked Estep 
Score: -10479847.000000 Penalty: 3684.610107
	Iteration 82Q: 3 clusters Score -1.047985e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 79167 members 
Entering Unmasked Estep 
Score: -10479905.000000 Penalty: 3684.610107
	Iteration 83Q: 3 clusters Score -1.04799e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 79313 members 
Entering Unmasked Estep 
Score: -10479935.000000 Penalty: 3684.610107
	Iteration 84Q: 3 clusters Score -1.047994e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 79453 members 
Entering Unmasked Estep 
Score: -10479955.000000 Penalty: 3684.610107
	Iteration 85Q: 3 clusters Score -1.047996e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 79584 members 
Entering Unmasked Estep 
Score: -10480011.000000 Penalty: 3684.610107
	Iteration 86Q: 3 clusters Score -1.048001e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 79704 members 
Entering Unmasked Estep 
Score: -10480019.000000 Penalty: 3684.610107
	Iteration 87Q: 3 clusters Score -1.048002e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 79804 members 
Entering Unmasked Estep 
Score: -10480038.000000 Penalty: 3684.610107
	Iteration 88Q: 3 clusters Score -1.048004e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 79902 members 
Entering Unmasked Estep 
Score: -10480094.000000 Penalty: 3684.610107
	Iteration 89Q: 3 clusters Score -1.048009e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 79991 members 
Entering Unmasked Estep 
Score: -10480115.000000 Penalty: 3684.610107
	Iteration 90Q: 3 clusters Score -1.048012e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 80073 members 
Entering Unmasked Estep 
Score: -10480112.000000 Penalty: 3684.610107
	Iteration 91Q: 3 clusters Score -1.048011e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 80167 members 
Entering Unmasked Estep 
Score: -10480116.000000 Penalty: 3684.610107
	Iteration 92Q: 3 clusters Score -1.048012e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 80257 members 
Entering Unmasked Estep 
Score: -10480134.000000 Penalty: 3684.610107
	Iteration 93Q: 3 clusters Score -1.048013e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 80335 members 
Entering Unmasked Estep 
Score: -10480140.000000 Penalty: 3684.610107
	Iteration 94Q: 3 clusters Score -1.048014e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 80417 members 
Entering Unmasked Estep 
Score: -10480163.000000 Penalty: 3684.610107
	Iteration 95Q: 3 clusters Score -1.048016e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 80479 members 
Entering Unmasked Estep 
Score: -10480189.000000 Penalty: 3684.610107
	Iteration 96Q: 3 clusters Score -1.048019e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 80523 members 
Entering Unmasked Estep 
Score: -10480203.000000 Penalty: 3684.610107
	Iteration 97Q: 3 clusters Score -1.04802e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 80563 members 
Entering Unmasked Estep 
Score: -10480190.000000 Penalty: 3684.610107
	Iteration 98Q: 3 clusters Score -1.048019e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 80594 members 
Entering Unmasked Estep 
Score: -10480184.000000 Penalty: 3684.610107
	Iteration 99Q: 3 clusters Score -1.048018e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 80623 members 
Entering Unmasked Estep 
Score: -10480198.000000 Penalty: 3684.610107
	Iteration 100F: 3 clusters Score -1.04802e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 80652 members 
Entering Unmasked Estep 
Score: -10480198.000000 Penalty: 3684.610107
	Iteration 101Q: 3 clusters Score -1.04802e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 80683 members 
Entering Unmasked Estep 
Score: -10480213.000000 Penalty: 3684.610107
	Iteration 102Q: 3 clusters Score -1.048021e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 80717 members 
Entering Unmasked Estep 
Score: -10480206.000000 Penalty: 3684.610107
	Iteration 103Q: 3 clusters Score -1.048021e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 80757 members 
Entering Unmasked Estep 
Score: -10480203.000000 Penalty: 3684.610107
	Iteration 104Q: 3 clusters Score -1.04802e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 80788 members 
Entering Unmasked Estep 
Score: -10480208.000000 Penalty: 3684.610107
	Iteration 105Q: 3 clusters Score -1.048021e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 80818 members 
Entering Unmasked Estep 
Score: -10480209.000000 Penalty: 3684.610107
	Iteration 106Q: 3 clusters Score -1.048021e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 80848 members 
Entering Unmasked Estep 
Score: -10480223.000000 Penalty: 3684.610107
	Iteration 107Q: 3 clusters Score -1.048022e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 80875 members 
Entering Unmasked Estep 
Score: -10480213.000000 Penalty: 3684.610107
	Iteration 108Q: 3 clusters Score -1.048021e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 80914 members 
Entering Unmasked Estep 
Score: -10480227.000000 Penalty: 3684.610107
	Iteration 109Q: 3 clusters Score -1.048023e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 80952 members 
Entering Unmasked Estep 
Score: -10480230.000000 Penalty: 3684.610107
	Iteration 110Q: 3 clusters Score -1.048023e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 80985 members 
Entering Unmasked Estep 
Score: -10480249.000000 Penalty: 3684.610107
	Iteration 111Q: 3 clusters Score -1.048025e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 81009 members 
Entering Unmasked Estep 
Score: -10480237.000000 Penalty: 3684.610107
	Iteration 112Q: 3 clusters Score -1.048024e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 81032 members 
Entering Unmasked Estep 
Score: -10480250.000000 Penalty: 3684.610107
	Iteration 113Q: 3 clusters Score -1.048025e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 81054 members 
Entering Unmasked Estep 
Score: -10480258.000000 Penalty: 3684.610107
	Iteration 114Q: 3 clusters Score -1.048026e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 81070 members 
Entering Unmasked Estep 
Score: -10480267.000000 Penalty: 3684.610107
	Iteration 115Q: 3 clusters Score -1.048027e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 81084 members 
Entering Unmasked Estep 
Score: -10480260.000000 Penalty: 3684.610107
	Iteration 116Q: 3 clusters Score -1.048026e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 81092 members 
Entering Unmasked Estep 
Score: -10480262.000000 Penalty: 3684.610107
	Iteration 117Q: 3 clusters Score -1.048026e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 81095 members 
Entering Unmasked Estep 
Score: -10480267.000000 Penalty: 3684.610107
	Iteration 118Q: 3 clusters Score -1.048027e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 81102 members 
Entering Unmasked Estep 
Score: -10480257.000000 Penalty: 3684.610107
	Iteration 119Q: 3 clusters Score -1.048026e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 81108 members 
Entering Unmasked Estep 
Score: -10480265.000000 Penalty: 3684.610107
	Iteration 120F: 3 clusters Score -1.048026e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 81120 members 
Entering Unmasked Estep 
Score: -10480268.000000 Penalty: 3684.610107
	Iteration 121Q: 3 clusters Score -1.048027e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 81131 members 
Entering Unmasked Estep 
Score: -10480278.000000 Penalty: 3684.610107
	Iteration 122Q: 3 clusters Score -1.048028e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 81137 members 
Entering Unmasked Estep 
Score: -10480271.000000 Penalty: 3684.610107
	Iteration 123Q: 3 clusters Score -1.048027e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 81143 members 
Entering Unmasked Estep 
Score: -10480266.000000 Penalty: 3684.610107
	Iteration 124Q: 3 clusters Score -1.048027e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 81148 members 
Entering Unmasked Estep 
Score: -10480264.000000 Penalty: 3684.610107
	Iteration 125Q: 3 clusters Score -1.048026e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 81150 members 
Entering Unmasked Estep 
Score: -10480264.000000 Penalty: 3684.610107
	Iteration 126Q: 3 clusters Score -1.048026e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 81154 members 
Entering Unmasked Estep 
Score: -10480270.000000 Penalty: 3684.610107
	Iteration 127Q: 3 clusters Score -1.048027e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 81155 members 
Entering Unmasked Estep 
Score: -10480273.000000 Penalty: 3684.610107
	Iteration 128Q: 3 clusters Score -1.048027e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 81155 members 
Entering Unmasked Estep 
Score: -10480279.000000 Penalty: 3684.610107
	Iteration 129Q: 3 clusters Score -1.048028e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 81154 members 
Entering Unmasked Estep 
Score: -10480274.000000 Penalty: 3684.610107
	Iteration 130Q: 3 clusters Score -1.048027e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 81154 members 
Entering Unmasked Estep 
Score: -10480274.000000 Penalty: 3684.610107
	Iteration 131F: 3 clusters Score -1.048027e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (46051 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46051 members 
Entering Unmasked Estep 
Score: -5489062.000000 Penalty: 1744.844604
	Iteration 0F: 2 clusters Score -5489062 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22832 members 
Mstep: Class 2 contains 23219 members 
Entering Unmasked Estep 
Score: -5458303.500000 Penalty: 3489.689209
	Iteration 0F: 3 clusters Score -5458304 nChanged 21363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22265 members 
Mstep: Class 2 contains 23786 members 
Entering Unmasked Estep 
Score: -5471430.500000 Penalty: 3489.689209
	Iteration 1F: 3 clusters Score -5471430 nChanged 2496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21763 members 
Mstep: Class 2 contains 24288 members 
Entering Unmasked Estep 
Score: -5472580.500000 Penalty: 3489.689209
	Iteration 2F: 3 clusters Score -5472580 nChanged 2542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21149 members 
Mstep: Class 2 contains 24902 members 
Entering Unmasked Estep 
Score: -5473868.000000 Penalty: 3489.689209
	Iteration 3F: 3 clusters Score -5473868 nChanged 2625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20344 members 
Mstep: Class 2 contains 25707 members 
Entering Unmasked Estep 
Score: -5475275.500000 Penalty: 3489.689209
	Iteration 4F: 3 clusters Score -5475276 nChanged 2688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19296 members 
Mstep: Class 2 contains 26755 members 
Entering Unmasked Estep 
Score: -5476860.000000 Penalty: 3489.689209
	Iteration 5F: 3 clusters Score -5476860 nChanged 2713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18035 members 
Mstep: Class 2 contains 28016 members 
Entering Unmasked Estep 
Score: -5478637.000000 Penalty: 3489.689209
	Iteration 6F: 3 clusters Score -5478637 nChanged 2555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16648 members 
Mstep: Class 2 contains 29403 members 
Entering Unmasked Estep 
Score: -5480345.500000 Penalty: 3489.689209
	Iteration 7F: 3 clusters Score -5480346 nChanged 2265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15289 members 
Mstep: Class 2 contains 30762 members 
Entering Unmasked Estep 
Score: -5481780.500000 Penalty: 3489.689209
	Iteration 8Q: 3 clusters Score -5481780 nChanged 1921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13938 members 
Mstep: Class 2 contains 32113 members 
Entering Unmasked Estep 
Score: -5482917.500000 Penalty: 3489.689209
	Iteration 9Q: 3 clusters Score -5482918 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12782 members 
Mstep: Class 2 contains 33269 members 
Entering Unmasked Estep 
Score: -5483641.500000 Penalty: 3489.689209
	Iteration 10Q: 3 clusters Score -5483642 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11689 members 
Mstep: Class 2 contains 34362 members 
Entering Unmasked Estep 
Score: -5484255.000000 Penalty: 3489.689209
	Iteration 11Q: 3 clusters Score -5484255 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10622 members 
Mstep: Class 2 contains 35429 members 
Entering Unmasked Estep 
Score: -5484826.500000 Penalty: 3489.689209
	Iteration 12Q: 3 clusters Score -5484826 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9561 members 
Mstep: Class 2 contains 36490 members 
Entering Unmasked Estep 
Score: -5485380.500000 Penalty: 3489.689209
	Iteration 13Q: 3 clusters Score -5485380 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8505 members 
Mstep: Class 2 contains 37546 members 
Entering Unmasked Estep 
Score: -5485956.500000 Penalty: 3489.689209
	Iteration 14Q: 3 clusters Score -5485956 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7500 members 
Mstep: Class 2 contains 38551 members 
Entering Unmasked Estep 
Score: -5486518.500000 Penalty: 3489.689209
	Iteration 15Q: 3 clusters Score -5486518 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6574 members 
Mstep: Class 2 contains 39477 members 
Entering Unmasked Estep 
Score: -5487023.500000 Penalty: 3489.689209
	Iteration 16Q: 3 clusters Score -5487024 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5778 members 
Mstep: Class 2 contains 40273 members 
Entering Unmasked Estep 
Score: -5487454.500000 Penalty: 3489.689209
	Iteration 17Q: 3 clusters Score -5487454 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 40940 members 
Entering Unmasked Estep 
Score: -5487836.000000 Penalty: 3489.689209
	Iteration 18Q: 3 clusters Score -5487836 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 41481 members 
Entering Unmasked Estep 
Score: -5488068.500000 Penalty: 3489.689209
	Iteration 19Q: 3 clusters Score -5488068 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 41901 members 
Entering Unmasked Estep 
Score: -5488258.000000 Penalty: 3489.689209
	Iteration 20F: 3 clusters Score -5488258 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 42223 members 
Entering Unmasked Estep 
Score: -5488374.000000 Penalty: 3489.689209
	Iteration 21Q: 3 clusters Score -5488374 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 42478 members 
Entering Unmasked Estep 
Score: -5488473.500000 Penalty: 3489.689209
	Iteration 22Q: 3 clusters Score -5488474 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 42676 members 
Entering Unmasked Estep 
Score: -5488542.000000 Penalty: 3489.689209
	Iteration 23Q: 3 clusters Score -5488542 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 42819 members 
Entering Unmasked Estep 
Score: -5488570.500000 Penalty: 3489.689209
	Iteration 24Q: 3 clusters Score -5488570 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 42921 members 
Entering Unmasked Estep 
Score: -5488621.000000 Penalty: 3489.689209
	Iteration 25Q: 3 clusters Score -5488621 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 43022 members 
Entering Unmasked Estep 
Score: -5488670.000000 Penalty: 3489.689209
	Iteration 26Q: 3 clusters Score -5488670 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 43106 members 
Entering Unmasked Estep 
Score: -5488703.000000 Penalty: 3489.689209
	Iteration 27Q: 3 clusters Score -5488703 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 43165 members 
Entering Unmasked Estep 
Score: -5488719.500000 Penalty: 3489.689209
	Iteration 28Q: 3 clusters Score -5488720 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 43229 members 
Entering Unmasked Estep 
Score: -5488745.500000 Penalty: 3489.689209
	Iteration 29Q: 3 clusters Score -5488746 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 43288 members 
Entering Unmasked Estep 
Score: -5488748.500000 Penalty: 3489.689209
	Iteration 30Q: 3 clusters Score -5488748 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 43353 members 
Entering Unmasked Estep 
Score: -5488773.500000 Penalty: 3489.689209
	Iteration 31Q: 3 clusters Score -5488774 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 43418 members 
Entering Unmasked Estep 
Score: -5488778.500000 Penalty: 3489.689209
	Iteration 32Q: 3 clusters Score -5488778 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 43479 members 
Entering Unmasked Estep 
Score: -5488798.500000 Penalty: 3489.689209
	Iteration 33Q: 3 clusters Score -5488798 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 43542 members 
Entering Unmasked Estep 
Score: -5488826.500000 Penalty: 3489.689209
	Iteration 34Q: 3 clusters Score -5488826 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 43608 members 
Entering Unmasked Estep 
Score: -5488850.500000 Penalty: 3489.689209
	Iteration 35Q: 3 clusters Score -5488850 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 43670 members 
Entering Unmasked Estep 
Score: -5488866.500000 Penalty: 3489.689209
	Iteration 36Q: 3 clusters Score -5488866 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 43720 members 
Entering Unmasked Estep 
Score: -5488884.500000 Penalty: 3489.689209
	Iteration 37Q: 3 clusters Score -5488884 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 43761 members 
Entering Unmasked Estep 
Score: -5488895.500000 Penalty: 3489.689209
	Iteration 38Q: 3 clusters Score -5488896 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 43789 members 
Entering Unmasked Estep 
Score: -5488896.000000 Penalty: 3489.689209
	Iteration 39Q: 3 clusters Score -5488896 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 43812 members 
Entering Unmasked Estep 
Score: -5488910.500000 Penalty: 3489.689209
	Iteration 40F: 3 clusters Score -5488910 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 43833 members 
Entering Unmasked Estep 
Score: -5488909.500000 Penalty: 3489.689209
	Iteration 41Q: 3 clusters Score -5488910 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 43850 members 
Entering Unmasked Estep 
Score: -5488915.500000 Penalty: 3489.689209
	Iteration 42Q: 3 clusters Score -5488916 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 43862 members 
Entering Unmasked Estep 
Score: -5488910.000000 Penalty: 3489.689209
	Iteration 43Q: 3 clusters Score -5488910 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 43876 members 
Entering Unmasked Estep 
Score: -5488912.500000 Penalty: 3489.689209
	Iteration 44Q: 3 clusters Score -5488912 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 43892 members 
Entering Unmasked Estep 
Score: -5488913.500000 Penalty: 3489.689209
	Iteration 45Q: 3 clusters Score -5488914 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 43900 members 
Entering Unmasked Estep 
Score: -5488909.000000 Penalty: 3489.689209
	Iteration 46Q: 3 clusters Score -5488909 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 43910 members 
Entering Unmasked Estep 
Score: -5488909.500000 Penalty: 3489.689209
	Iteration 47Q: 3 clusters Score -5488910 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 43912 members 
Entering Unmasked Estep 
Score: -5488910.000000 Penalty: 3489.689209
	Iteration 48Q: 3 clusters Score -5488910 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 43912 members 
Entering Unmasked Estep 
Score: -5488915.500000 Penalty: 3489.689209
	Iteration 49Q: 3 clusters Score -5488916 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 43919 members 
Entering Unmasked Estep 
Score: -5488922.000000 Penalty: 3489.689209
	Iteration 50Q: 3 clusters Score -5488922 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 43927 members 
Entering Unmasked Estep 
Score: -5488932.000000 Penalty: 3489.689209
	Iteration 51Q: 3 clusters Score -5488932 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 43931 members 
Entering Unmasked Estep 
Score: -5488926.500000 Penalty: 3489.689209
	Iteration 52Q: 3 clusters Score -5488926 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 43935 members 
Entering Unmasked Estep 
Score: -5488927.500000 Penalty: 3489.689209
	Iteration 53Q: 3 clusters Score -5488928 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 43944 members 
Entering Unmasked Estep 
Score: -5488934.000000 Penalty: 3489.689209
	Iteration 54Q: 3 clusters Score -5488934 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 43955 members 
Entering Unmasked Estep 
Score: -5488939.500000 Penalty: 3489.689209
	Iteration 55Q: 3 clusters Score -5488940 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 43964 members 
Entering Unmasked Estep 
Score: -5488942.500000 Penalty: 3489.689209
	Iteration 56Q: 3 clusters Score -5488942 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 43976 members 
Entering Unmasked Estep 
Score: -5488949.500000 Penalty: 3489.689209
	Iteration 57Q: 3 clusters Score -5488950 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 43982 members 
Entering Unmasked Estep 
Score: -5488947.500000 Penalty: 3489.689209
	Iteration 58Q: 3 clusters Score -5488948 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 43986 members 
Entering Unmasked Estep 
Score: -5488955.000000 Penalty: 3489.689209
	Iteration 59Q: 3 clusters Score -5488955 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 43989 members 
Entering Unmasked Estep 
Score: -5488951.000000 Penalty: 3489.689209
	Iteration 60F: 3 clusters Score -5488951 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 43991 members 
Entering Unmasked Estep 
Score: -5488950.000000 Penalty: 3489.689209
	Iteration 61Q: 3 clusters Score -5488950 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 43994 members 
Entering Unmasked Estep 
Score: -5488949.000000 Penalty: 3489.689209
	Iteration 62Q: 3 clusters Score -5488949 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 43996 members 
Entering Unmasked Estep 
Score: -5488951.000000 Penalty: 3489.689209
	Iteration 63Q: 3 clusters Score -5488951 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 43999 members 
Entering Unmasked Estep 
Score: -5488957.500000 Penalty: 3489.689209
	Iteration 64Q: 3 clusters Score -5488958 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 43999 members 
Entering Unmasked Estep 
Score: -5488957.500000 Penalty: 3489.689209
	Iteration 65F: 3 clusters Score -5488958 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (33802 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33802 members 
Entering Unmasked Estep 
Score: -4186601.250000 Penalty: 1694.594727
	Iteration 0F: 2 clusters Score -4186601 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16852 members 
Mstep: Class 2 contains 16950 members 
Entering Unmasked Estep 
Score: -4163893.750000 Penalty: 3389.189453
	Iteration 0F: 3 clusters Score -4163894 nChanged 15724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16800 members 
Mstep: Class 2 contains 17002 members 
Entering Unmasked Estep 
Score: -4173104.500000 Penalty: 3389.189453
	Iteration 1F: 3 clusters Score -4173104 nChanged 1946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16854 members 
Mstep: Class 2 contains 16948 members 
Entering Unmasked Estep 
Score: -4174202.750000 Penalty: 3389.189453
	Iteration 2F: 3 clusters Score -4174203 nChanged 2104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16910 members 
Mstep: Class 2 contains 16892 members 
Entering Unmasked Estep 
Score: -4175681.000000 Penalty: 3389.189453
	Iteration 3F: 3 clusters Score -4175681 nChanged 2341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16789 members 
Mstep: Class 2 contains 17013 members 
Entering Unmasked Estep 
Score: -4177668.750000 Penalty: 3389.189453
	Iteration 4F: 3 clusters Score -4177669 nChanged 2589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16242 members 
Mstep: Class 2 contains 17560 members 
Entering Unmasked Estep 
Score: -4179664.500000 Penalty: 3389.189453
	Iteration 5F: 3 clusters Score -4179664 nChanged 2312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15320 members 
Mstep: Class 2 contains 18482 members 
Entering Unmasked Estep 
Score: -4181259.000000 Penalty: 3389.189453
	Iteration 6F: 3 clusters Score -4181259 nChanged 2172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14020 members 
Mstep: Class 2 contains 19782 members 
Entering Unmasked Estep 
Score: -4182955.500000 Penalty: 3389.189453
	Iteration 7F: 3 clusters Score -4182956 nChanged 2243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12367 members 
Mstep: Class 2 contains 21435 members 
Entering Unmasked Estep 
Score: -4185094.750000 Penalty: 3389.189453
	Iteration 8F: 3 clusters Score -4185095 nChanged 2032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10809 members 
Mstep: Class 2 contains 22993 members 
Entering Unmasked Estep 
Score: -4187319.000000 Penalty: 3389.189453
	Iteration 9F: 3 clusters Score -4187319 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9763 members 
Mstep: Class 2 contains 24039 members 
Entering Unmasked Estep 
Score: -4188951.250000 Penalty: 3389.189453
	Iteration 10Q: 3 clusters Score -4188951 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9167 members 
Mstep: Class 2 contains 24635 members 
Entering Unmasked Estep 
Score: -4189668.500000 Penalty: 3389.189453
	Iteration 11Q: 3 clusters Score -4189668 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8827 members 
Mstep: Class 2 contains 24975 members 
Entering Unmasked Estep 
Score: -4189917.250000 Penalty: 3389.189453
	Iteration 12Q: 3 clusters Score -4189917 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8609 members 
Mstep: Class 2 contains 25193 members 
Entering Unmasked Estep 
Score: -4189996.500000 Penalty: 3389.189453
	Iteration 13Q: 3 clusters Score -4189996 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8455 members 
Mstep: Class 2 contains 25347 members 
Entering Unmasked Estep 
Score: -4190024.750000 Penalty: 3389.189453
	Iteration 14Q: 3 clusters Score -4190025 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8341 members 
Mstep: Class 2 contains 25461 members 
Entering Unmasked Estep 
Score: -4190034.750000 Penalty: 3389.189453
	Iteration 15Q: 3 clusters Score -4190035 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8252 members 
Mstep: Class 2 contains 25550 members 
Entering Unmasked Estep 
Score: -4190051.750000 Penalty: 3389.189453
	Iteration 16Q: 3 clusters Score -4190052 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8179 members 
Mstep: Class 2 contains 25623 members 
Entering Unmasked Estep 
Score: -4190049.000000 Penalty: 3389.189453
	Iteration 17Q: 3 clusters Score -4190049 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8118 members 
Mstep: Class 2 contains 25684 members 
Entering Unmasked Estep 
Score: -4190063.500000 Penalty: 3389.189453
	Iteration 18Q: 3 clusters Score -4190064 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8070 members 
Mstep: Class 2 contains 25732 members 
Entering Unmasked Estep 
Score: -4190075.000000 Penalty: 3389.189453
	Iteration 19Q: 3 clusters Score -4190075 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8013 members 
Mstep: Class 2 contains 25789 members 
Entering Unmasked Estep 
Score: -4190083.500000 Penalty: 3389.189453
	Iteration 20F: 3 clusters Score -4190084 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7964 members 
Mstep: Class 2 contains 25838 members 
Entering Unmasked Estep 
Score: -4190081.250000 Penalty: 3389.189453
	Iteration 21Q: 3 clusters Score -4190081 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7926 members 
Mstep: Class 2 contains 25876 members 
Entering Unmasked Estep 
Score: -4190085.250000 Penalty: 3389.189453
	Iteration 22Q: 3 clusters Score -4190085 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7899 members 
Mstep: Class 2 contains 25903 members 
Entering Unmasked Estep 
Score: -4190084.750000 Penalty: 3389.189453
	Iteration 23Q: 3 clusters Score -4190085 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7879 members 
Mstep: Class 2 contains 25923 members 
Entering Unmasked Estep 
Score: -4190090.000000 Penalty: 3389.189453
	Iteration 24Q: 3 clusters Score -4190090 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7860 members 
Mstep: Class 2 contains 25942 members 
Entering Unmasked Estep 
Score: -4190094.000000 Penalty: 3389.189453
	Iteration 25Q: 3 clusters Score -4190094 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7843 members 
Mstep: Class 2 contains 25959 members 
Entering Unmasked Estep 
Score: -4190096.750000 Penalty: 3389.189453
	Iteration 26Q: 3 clusters Score -4190097 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7828 members 
Mstep: Class 2 contains 25974 members 
Entering Unmasked Estep 
Score: -4190088.500000 Penalty: 3389.189453
	Iteration 27Q: 3 clusters Score -4190088 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7822 members 
Mstep: Class 2 contains 25980 members 
Entering Unmasked Estep 
Score: -4190093.500000 Penalty: 3389.189453
	Iteration 28Q: 3 clusters Score -4190094 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7814 members 
Mstep: Class 2 contains 25988 members 
Entering Unmasked Estep 
Score: -4190089.000000 Penalty: 3389.189453
	Iteration 29Q: 3 clusters Score -4190089 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7809 members 
Mstep: Class 2 contains 25993 members 
Entering Unmasked Estep 
Score: -4190092.500000 Penalty: 3389.189453
	Iteration 30Q: 3 clusters Score -4190092 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7804 members 
Mstep: Class 2 contains 25998 members 
Entering Unmasked Estep 
Score: -4190092.000000 Penalty: 3389.189453
	Iteration 31Q: 3 clusters Score -4190092 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7802 members 
Mstep: Class 2 contains 26000 members 
Entering Unmasked Estep 
Score: -4190091.000000 Penalty: 3389.189453
	Iteration 32Q: 3 clusters Score -4190091 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7800 members 
Mstep: Class 2 contains 26002 members 
Entering Unmasked Estep 
Score: -4190095.250000 Penalty: 3389.189453
	Iteration 33Q: 3 clusters Score -4190095 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7800 members 
Mstep: Class 2 contains 26002 members 
Entering Unmasked Estep 
Score: -4190095.250000 Penalty: 3389.189453
	Iteration 34F: 3 clusters Score -4190095 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 4110 members 
Mstep: Class 3 contains 10739 members 
Mstep: Class 4 contains 1497 members 
Mstep: Class 5 contains 1693 members 
Mstep: Class 6 contains 2387 members 
Mstep: Class 7 contains 82980 members 
Mstep: Class 8 contains 7715 members 
Mstep: Class 9 contains 53855 members 
Mstep: Class 10 contains 4885 members 
Mstep: Class 11 contains 14711 members 
Mstep: Class 12 contains 83890 members 
Mstep: Class 13 contains 46051 members 
Mstep: Class 14 contains 7800 members 
Mstep: Class 15 contains 39678 members 
Mstep: Class 16 contains 174610 members 
Mstep: Class 17 contains 50885 members 
Mstep: Class 18 contains 17400 members 
Mstep: Class 19 contains 27276 members 
Mstep: Class 20 contains 10192 members 
Mstep: Class 21 contains 14057 members 
Mstep: Class 22 contains 405 members 
Mstep: Class 23 contains 21836 members 
Mstep: Class 24 contains 8457 members 
Mstep: Class 25 contains 44968 members 
Mstep: Class 26 contains 10593 members 
Mstep: Class 27 contains 21162 members 
Mstep: Class 28 contains 26486 members 
Mstep: Class 29 contains 26002 members 
Entering Unmasked Estep 
Score: -100137152.000000 Penalty: 64174.015625
Splitting cluster 14 changes total score from -100097288.000000 to -100137152.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 15 (39678 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39678 members 
Entering Unmasked Estep 
Score: -4992966.000000 Penalty: 1720.639771
	Iteration 0F: 2 clusters Score -4992966 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19858 members 
Mstep: Class 2 contains 19820 members 
Entering Unmasked Estep 
Score: -4966251.500000 Penalty: 3441.279541
	Iteration 0F: 3 clusters Score -4966252 nChanged 18411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20427 members 
Mstep: Class 2 contains 19251 members 
Entering Unmasked Estep 
Score: -4977068.500000 Penalty: 3441.279541
	Iteration 1F: 3 clusters Score -4977068 nChanged 2280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21283 members 
Mstep: Class 2 contains 18395 members 
Entering Unmasked Estep 
Score: -4978421.000000 Penalty: 3441.279541
	Iteration 2F: 3 clusters Score -4978421 nChanged 3090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22899 members 
Mstep: Class 2 contains 16779 members 
Entering Unmasked Estep 
Score: -4980998.500000 Penalty: 3441.279541
	Iteration 3F: 3 clusters Score -4980998 nChanged 3892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25071 members 
Mstep: Class 2 contains 14607 members 
Entering Unmasked Estep 
Score: -4984848.000000 Penalty: 3441.279541
	Iteration 4F: 3 clusters Score -4984848 nChanged 3981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27186 members 
Mstep: Class 2 contains 12492 members 
Entering Unmasked Estep 
Score: -4988709.500000 Penalty: 3441.279541
	Iteration 5F: 3 clusters Score -4988710 nChanged 3095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28815 members 
Mstep: Class 2 contains 10863 members 
Entering Unmasked Estep 
Score: -4990840.500000 Penalty: 3441.279541
	Iteration 6F: 3 clusters Score -4990840 nChanged 1937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30008 members 
Mstep: Class 2 contains 9670 members 
Entering Unmasked Estep 
Score: -4991714.500000 Penalty: 3441.279541
	Iteration 7Q: 3 clusters Score -4991714 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30870 members 
Mstep: Class 2 contains 8808 members 
Entering Unmasked Estep 
Score: -4992069.500000 Penalty: 3441.279541
	Iteration 8Q: 3 clusters Score -4992070 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31548 members 
Mstep: Class 2 contains 8130 members 
Entering Unmasked Estep 
Score: -4992269.000000 Penalty: 3441.279541
	Iteration 9Q: 3 clusters Score -4992269 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32130 members 
Mstep: Class 2 contains 7548 members 
Entering Unmasked Estep 
Score: -4992440.500000 Penalty: 3441.279541
	Iteration 10Q: 3 clusters Score -4992440 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32601 members 
Mstep: Class 2 contains 7077 members 
Entering Unmasked Estep 
Score: -4992565.500000 Penalty: 3441.279541
	Iteration 11Q: 3 clusters Score -4992566 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32979 members 
Mstep: Class 2 contains 6699 members 
Entering Unmasked Estep 
Score: -4992650.000000 Penalty: 3441.279541
	Iteration 12Q: 3 clusters Score -4992650 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33319 members 
Mstep: Class 2 contains 6359 members 
Entering Unmasked Estep 
Score: -4992689.500000 Penalty: 3441.279541
	Iteration 13Q: 3 clusters Score -4992690 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33577 members 
Mstep: Class 2 contains 6101 members 
Entering Unmasked Estep 
Score: -4992712.500000 Penalty: 3441.279541
	Iteration 14Q: 3 clusters Score -4992712 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33782 members 
Mstep: Class 2 contains 5896 members 
Entering Unmasked Estep 
Score: -4992740.000000 Penalty: 3441.279541
	Iteration 15Q: 3 clusters Score -4992740 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33948 members 
Mstep: Class 2 contains 5730 members 
Entering Unmasked Estep 
Score: -4992771.000000 Penalty: 3441.279541
	Iteration 16Q: 3 clusters Score -4992771 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34088 members 
Mstep: Class 2 contains 5590 members 
Entering Unmasked Estep 
Score: -4992777.000000 Penalty: 3441.279541
	Iteration 17Q: 3 clusters Score -4992777 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34203 members 
Mstep: Class 2 contains 5475 members 
Entering Unmasked Estep 
Score: -4992793.500000 Penalty: 3441.279541
	Iteration 18Q: 3 clusters Score -4992794 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34324 members 
Mstep: Class 2 contains 5354 members 
Entering Unmasked Estep 
Score: -4992807.500000 Penalty: 3441.279541
	Iteration 19Q: 3 clusters Score -4992808 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34436 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
Score: -4992833.000000 Penalty: 3441.279541
	Iteration 20F: 3 clusters Score -4992833 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34535 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -4992841.000000 Penalty: 3441.279541
	Iteration 21Q: 3 clusters Score -4992841 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34618 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -4992840.500000 Penalty: 3441.279541
	Iteration 22Q: 3 clusters Score -4992840 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34702 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -4992827.500000 Penalty: 3441.279541
	Iteration 23Q: 3 clusters Score -4992828 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34779 members 
Mstep: Class 2 contains 4899 members 
Entering Unmasked Estep 
Score: -4992830.000000 Penalty: 3441.279541
	Iteration 24Q: 3 clusters Score -4992830 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34846 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -4992834.000000 Penalty: 3441.279541
	Iteration 25Q: 3 clusters Score -4992834 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34892 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -4992838.000000 Penalty: 3441.279541
	Iteration 26Q: 3 clusters Score -4992838 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34939 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -4992852.500000 Penalty: 3441.279541
	Iteration 27Q: 3 clusters Score -4992852 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34981 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -4992846.500000 Penalty: 3441.279541
	Iteration 28Q: 3 clusters Score -4992846 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35015 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -4992848.500000 Penalty: 3441.279541
	Iteration 29Q: 3 clusters Score -4992848 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35045 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -4992848.000000 Penalty: 3441.279541
	Iteration 30Q: 3 clusters Score -4992848 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35077 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -4992853.000000 Penalty: 3441.279541
	Iteration 31Q: 3 clusters Score -4992853 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35101 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -4992852.500000 Penalty: 3441.279541
	Iteration 32Q: 3 clusters Score -4992852 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35126 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -4992849.500000 Penalty: 3441.279541
	Iteration 33Q: 3 clusters Score -4992850 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35149 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -4992851.000000 Penalty: 3441.279541
	Iteration 34Q: 3 clusters Score -4992851 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35173 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -4992849.000000 Penalty: 3441.279541
	Iteration 35Q: 3 clusters Score -4992849 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35199 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -4992859.000000 Penalty: 3441.279541
	Iteration 36Q: 3 clusters Score -4992859 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35222 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -4992855.500000 Penalty: 3441.279541
	Iteration 37Q: 3 clusters Score -4992856 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35242 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -4992855.000000 Penalty: 3441.279541
	Iteration 38Q: 3 clusters Score -4992855 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35259 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -4992866.000000 Penalty: 3441.279541
	Iteration 39Q: 3 clusters Score -4992866 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35270 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -4992862.000000 Penalty: 3441.279541
	Iteration 40F: 3 clusters Score -4992862 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35276 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -4992867.000000 Penalty: 3441.279541
	Iteration 41Q: 3 clusters Score -4992867 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35286 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -4992864.500000 Penalty: 3441.279541
	Iteration 42Q: 3 clusters Score -4992864 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35300 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -4992866.500000 Penalty: 3441.279541
	Iteration 43Q: 3 clusters Score -4992866 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35311 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -4992873.000000 Penalty: 3441.279541
	Iteration 44Q: 3 clusters Score -4992873 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35322 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -4992876.000000 Penalty: 3441.279541
	Iteration 45Q: 3 clusters Score -4992876 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35330 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -4992878.000000 Penalty: 3441.279541
	Iteration 46Q: 3 clusters Score -4992878 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35336 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -4992876.000000 Penalty: 3441.279541
	Iteration 47Q: 3 clusters Score -4992876 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35343 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -4992874.500000 Penalty: 3441.279541
	Iteration 48Q: 3 clusters Score -4992874 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35348 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -4992874.500000 Penalty: 3441.279541
	Iteration 49Q: 3 clusters Score -4992874 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35353 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -4992870.500000 Penalty: 3441.279541
	Iteration 50Q: 3 clusters Score -4992870 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35359 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -4992875.500000 Penalty: 3441.279541
	Iteration 51Q: 3 clusters Score -4992876 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35361 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -4992878.000000 Penalty: 3441.279541
	Iteration 52Q: 3 clusters Score -4992878 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35363 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -4992877.500000 Penalty: 3441.279541
	Iteration 53Q: 3 clusters Score -4992878 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35364 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -4992877.000000 Penalty: 3441.279541
	Iteration 54Q: 3 clusters Score -4992877 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35369 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -4992874.000000 Penalty: 3441.279541
	Iteration 55Q: 3 clusters Score -4992874 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35374 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -4992879.500000 Penalty: 3441.279541
	Iteration 56Q: 3 clusters Score -4992880 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35380 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -4992878.000000 Penalty: 3441.279541
	Iteration 57Q: 3 clusters Score -4992878 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35383 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -4992878.500000 Penalty: 3441.279541
	Iteration 58Q: 3 clusters Score -4992878 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35388 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -4992878.500000 Penalty: 3441.279541
	Iteration 59Q: 3 clusters Score -4992878 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35394 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -4992880.000000 Penalty: 3441.279541
	Iteration 60F: 3 clusters Score -4992880 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35401 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -4992884.000000 Penalty: 3441.279541
	Iteration 61Q: 3 clusters Score -4992884 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35410 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -4992886.000000 Penalty: 3441.279541
	Iteration 62Q: 3 clusters Score -4992886 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35422 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -4992893.000000 Penalty: 3441.279541
	Iteration 63Q: 3 clusters Score -4992893 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35431 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -4992896.000000 Penalty: 3441.279541
	Iteration 64Q: 3 clusters Score -4992896 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35440 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -4992899.500000 Penalty: 3441.279541
	Iteration 65Q: 3 clusters Score -4992900 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35449 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -4992898.500000 Penalty: 3441.279541
	Iteration 66Q: 3 clusters Score -4992898 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35452 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -4992893.000000 Penalty: 3441.279541
	Iteration 67Q: 3 clusters Score -4992893 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35456 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -4992893.500000 Penalty: 3441.279541
	Iteration 68Q: 3 clusters Score -4992894 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35459 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -4992894.500000 Penalty: 3441.279541
	Iteration 69Q: 3 clusters Score -4992894 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35463 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -4992889.500000 Penalty: 3441.279541
	Iteration 70Q: 3 clusters Score -4992890 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35466 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -4992892.500000 Penalty: 3441.279541
	Iteration 71Q: 3 clusters Score -4992892 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35470 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -4992895.500000 Penalty: 3441.279541
	Iteration 72Q: 3 clusters Score -4992896 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35474 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -4992894.500000 Penalty: 3441.279541
	Iteration 73Q: 3 clusters Score -4992894 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35476 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -4992891.000000 Penalty: 3441.279541
	Iteration 74Q: 3 clusters Score -4992891 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35479 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -4992898.000000 Penalty: 3441.279541
	Iteration 75Q: 3 clusters Score -4992898 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35480 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -4992898.000000 Penalty: 3441.279541
	Iteration 76Q: 3 clusters Score -4992898 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35481 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -4992897.500000 Penalty: 3441.279541
	Iteration 77Q: 3 clusters Score -4992898 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35481 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -4992897.500000 Penalty: 3441.279541
	Iteration 78F: 3 clusters Score -4992898 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (174610 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174610 members 
Entering Unmasked Estep 
Score: -22364542.000000 Penalty: 1961.425415
	Iteration 0F: 2 clusters Score -2.236454e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87259 members 
Mstep: Class 2 contains 87351 members 
Entering Unmasked Estep 
Score: -22294726.000000 Penalty: 3922.850830
	Iteration 0F: 3 clusters Score -2.229473e+07 nChanged 84348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85101 members 
Mstep: Class 2 contains 89509 members 
Entering Unmasked Estep 
Score: -22344166.000000 Penalty: 3922.850830
	Iteration 1F: 3 clusters Score -2.234417e+07 nChanged 6317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82948 members 
Mstep: Class 2 contains 91662 members 
Entering Unmasked Estep 
Score: -22345812.000000 Penalty: 3922.850830
	Iteration 2Q: 3 clusters Score -2.234581e+07 nChanged 7736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79692 members 
Mstep: Class 2 contains 94918 members 
Entering Unmasked Estep 
Score: -22348374.000000 Penalty: 3922.850830
	Iteration 3Q: 3 clusters Score -2.234837e+07 nChanged 9769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75285 members 
Mstep: Class 2 contains 99325 members 
Entering Unmasked Estep 
Score: -22352934.000000 Penalty: 3922.850830
	Iteration 4F: 3 clusters Score -2.235293e+07 nChanged 11962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69573 members 
Mstep: Class 2 contains 105037 members 
Entering Unmasked Estep 
Score: -22360230.000000 Penalty: 3922.850830
	Iteration 5F: 3 clusters Score -2.236023e+07 nChanged 13461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63876 members 
Mstep: Class 2 contains 110734 members 
Entering Unmasked Estep 
Score: -22370994.000000 Penalty: 3922.850830
	Iteration 6F: 3 clusters Score -2.237099e+07 nChanged 12910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60410 members 
Mstep: Class 2 contains 114200 members 
Entering Unmasked Estep 
Score: -22381392.000000 Penalty: 3922.850830
	Iteration 7F: 3 clusters Score -2.238139e+07 nChanged 9953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59067 members 
Mstep: Class 2 contains 115543 members 
Entering Unmasked Estep 
Score: -22386890.000000 Penalty: 3922.850830
	Iteration 8F: 3 clusters Score -2.238689e+07 nChanged 5872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58209 members 
Mstep: Class 2 contains 116401 members 
Entering Unmasked Estep 
Score: -22388906.000000 Penalty: 3922.850830
	Iteration 9Q: 3 clusters Score -2.238891e+07 nChanged 3469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57222 members 
Mstep: Class 2 contains 117388 members 
Entering Unmasked Estep 
Score: -22390374.000000 Penalty: 3922.850830
	Iteration 10Q: 3 clusters Score -2.239037e+07 nChanged 2931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55859 members 
Mstep: Class 2 contains 118751 members 
Entering Unmasked Estep 
Score: -22391640.000000 Penalty: 3922.850830
	Iteration 11Q: 3 clusters Score -2.239164e+07 nChanged 2967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54098 members 
Mstep: Class 2 contains 120512 members 
Entering Unmasked Estep 
Score: -22393088.000000 Penalty: 3922.850830
	Iteration 12Q: 3 clusters Score -2.239309e+07 nChanged 3181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51955 members 
Mstep: Class 2 contains 122655 members 
Entering Unmasked Estep 
Score: -22394878.000000 Penalty: 3922.850830
	Iteration 13Q: 3 clusters Score -2.239488e+07 nChanged 3343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49396 members 
Mstep: Class 2 contains 125214 members 
Entering Unmasked Estep 
Score: -22396406.000000 Penalty: 3922.850830
	Iteration 14Q: 3 clusters Score -2.239641e+07 nChanged 3360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46666 members 
Mstep: Class 2 contains 127944 members 
Entering Unmasked Estep 
Score: -22397818.000000 Penalty: 3922.850830
	Iteration 15Q: 3 clusters Score -2.239782e+07 nChanged 3368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43798 members 
Mstep: Class 2 contains 130812 members 
Entering Unmasked Estep 
Score: -22399118.000000 Penalty: 3922.850830
	Iteration 16Q: 3 clusters Score -2.239912e+07 nChanged 3117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41079 members 
Mstep: Class 2 contains 133531 members 
Entering Unmasked Estep 
Score: -22400328.000000 Penalty: 3922.850830
	Iteration 17Q: 3 clusters Score -2.240033e+07 nChanged 2789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38596 members 
Mstep: Class 2 contains 136014 members 
Entering Unmasked Estep 
Score: -22400944.000000 Penalty: 3922.850830
	Iteration 18Q: 3 clusters Score -2.240094e+07 nChanged 2277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36527 members 
Mstep: Class 2 contains 138083 members 
Entering Unmasked Estep 
Score: -22401098.000000 Penalty: 3922.850830
	Iteration 19Q: 3 clusters Score -2.24011e+07 nChanged 1866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34749 members 
Mstep: Class 2 contains 139861 members 
Entering Unmasked Estep 
Score: -22400930.000000 Penalty: 3922.850830
	Iteration 20F: 3 clusters Score -2.240093e+07 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33242 members 
Mstep: Class 2 contains 141368 members 
Entering Unmasked Estep 
Score: -22400710.000000 Penalty: 3922.850830
	Iteration 21Q: 3 clusters Score -2.240071e+07 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31962 members 
Mstep: Class 2 contains 142648 members 
Entering Unmasked Estep 
Score: -22400444.000000 Penalty: 3922.850830
	Iteration 22Q: 3 clusters Score -2.240044e+07 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30905 members 
Mstep: Class 2 contains 143705 members 
Entering Unmasked Estep 
Score: -22399938.000000 Penalty: 3922.850830
	Iteration 23Q: 3 clusters Score -2.239994e+07 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30043 members 
Mstep: Class 2 contains 144567 members 
Entering Unmasked Estep 
Score: -22399412.000000 Penalty: 3922.850830
	Iteration 24Q: 3 clusters Score -2.239941e+07 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29345 members 
Mstep: Class 2 contains 145265 members 
Entering Unmasked Estep 
Score: -22398976.000000 Penalty: 3922.850830
	Iteration 25Q: 3 clusters Score -2.239898e+07 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28765 members 
Mstep: Class 2 contains 145845 members 
Entering Unmasked Estep 
Score: -22398584.000000 Penalty: 3922.850830
	Iteration 26Q: 3 clusters Score -2.239858e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28297 members 
Mstep: Class 2 contains 146313 members 
Entering Unmasked Estep 
Score: -22398304.000000 Penalty: 3922.850830
	Iteration 27Q: 3 clusters Score -2.23983e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27919 members 
Mstep: Class 2 contains 146691 members 
Entering Unmasked Estep 
Score: -22398012.000000 Penalty: 3922.850830
	Iteration 28Q: 3 clusters Score -2.239801e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27601 members 
Mstep: Class 2 contains 147009 members 
Entering Unmasked Estep 
Score: -22397746.000000 Penalty: 3922.850830
	Iteration 29Q: 3 clusters Score -2.239775e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27346 members 
Mstep: Class 2 contains 147264 members 
Entering Unmasked Estep 
Score: -22397550.000000 Penalty: 3922.850830
	Iteration 30Q: 3 clusters Score -2.239755e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27151 members 
Mstep: Class 2 contains 147459 members 
Entering Unmasked Estep 
Score: -22397408.000000 Penalty: 3922.850830
	Iteration 31Q: 3 clusters Score -2.239741e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26993 members 
Mstep: Class 2 contains 147617 members 
Entering Unmasked Estep 
Score: -22397254.000000 Penalty: 3922.850830
	Iteration 32Q: 3 clusters Score -2.239725e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26881 members 
Mstep: Class 2 contains 147729 members 
Entering Unmasked Estep 
Score: -22397156.000000 Penalty: 3922.850830
	Iteration 33Q: 3 clusters Score -2.239716e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26793 members 
Mstep: Class 2 contains 147817 members 
Entering Unmasked Estep 
Score: -22397074.000000 Penalty: 3922.850830
	Iteration 34Q: 3 clusters Score -2.239707e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26721 members 
Mstep: Class 2 contains 147889 members 
Entering Unmasked Estep 
Score: -22397010.000000 Penalty: 3922.850830
	Iteration 35Q: 3 clusters Score -2.239701e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26666 members 
Mstep: Class 2 contains 147944 members 
Entering Unmasked Estep 
Score: -22396938.000000 Penalty: 3922.850830
	Iteration 36Q: 3 clusters Score -2.239694e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26631 members 
Mstep: Class 2 contains 147979 members 
Entering Unmasked Estep 
Score: -22396902.000000 Penalty: 3922.850830
	Iteration 37Q: 3 clusters Score -2.23969e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26602 members 
Mstep: Class 2 contains 148008 members 
Entering Unmasked Estep 
Score: -22396860.000000 Penalty: 3922.850830
	Iteration 38Q: 3 clusters Score -2.239686e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26581 members 
Mstep: Class 2 contains 148029 members 
Entering Unmasked Estep 
Score: -22396846.000000 Penalty: 3922.850830
	Iteration 39Q: 3 clusters Score -2.239685e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26569 members 
Mstep: Class 2 contains 148041 members 
Entering Unmasked Estep 
Score: -22396846.000000 Penalty: 3922.850830
	Iteration 40F: 3 clusters Score -2.239685e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26560 members 
Mstep: Class 2 contains 148050 members 
Entering Unmasked Estep 
Score: -22396838.000000 Penalty: 3922.850830
	Iteration 41Q: 3 clusters Score -2.239684e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26551 members 
Mstep: Class 2 contains 148059 members 
Entering Unmasked Estep 
Score: -22396828.000000 Penalty: 3922.850830
	Iteration 42Q: 3 clusters Score -2.239683e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26536 members 
Mstep: Class 2 contains 148074 members 
Entering Unmasked Estep 
Score: -22396820.000000 Penalty: 3922.850830
	Iteration 43Q: 3 clusters Score -2.239682e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26521 members 
Mstep: Class 2 contains 148089 members 
Entering Unmasked Estep 
Score: -22396822.000000 Penalty: 3922.850830
	Iteration 44Q: 3 clusters Score -2.239682e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26503 members 
Mstep: Class 2 contains 148107 members 
Entering Unmasked Estep 
Score: -22396812.000000 Penalty: 3922.850830
	Iteration 45Q: 3 clusters Score -2.239681e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26488 members 
Mstep: Class 2 contains 148122 members 
Entering Unmasked Estep 
Score: -22396776.000000 Penalty: 3922.850830
	Iteration 46Q: 3 clusters Score -2.239678e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26475 members 
Mstep: Class 2 contains 148135 members 
Entering Unmasked Estep 
Score: -22396786.000000 Penalty: 3922.850830
	Iteration 47Q: 3 clusters Score -2.239679e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26468 members 
Mstep: Class 2 contains 148142 members 
Entering Unmasked Estep 
Score: -22396776.000000 Penalty: 3922.850830
	Iteration 48Q: 3 clusters Score -2.239678e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26462 members 
Mstep: Class 2 contains 148148 members 
Entering Unmasked Estep 
Score: -22396766.000000 Penalty: 3922.850830
	Iteration 49Q: 3 clusters Score -2.239677e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26456 members 
Mstep: Class 2 contains 148154 members 
Entering Unmasked Estep 
Score: -22396768.000000 Penalty: 3922.850830
	Iteration 50Q: 3 clusters Score -2.239677e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26453 members 
Mstep: Class 2 contains 148157 members 
Entering Unmasked Estep 
Score: -22396764.000000 Penalty: 3922.850830
	Iteration 51Q: 3 clusters Score -2.239676e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26449 members 
Mstep: Class 2 contains 148161 members 
Entering Unmasked Estep 
Score: -22396778.000000 Penalty: 3922.850830
	Iteration 52Q: 3 clusters Score -2.239678e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26444 members 
Mstep: Class 2 contains 148166 members 
Entering Unmasked Estep 
Score: -22396768.000000 Penalty: 3922.850830
	Iteration 53Q: 3 clusters Score -2.239677e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26439 members 
Mstep: Class 2 contains 148171 members 
Entering Unmasked Estep 
Score: -22396772.000000 Penalty: 3922.850830
	Iteration 54Q: 3 clusters Score -2.239677e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26437 members 
Mstep: Class 2 contains 148173 members 
Entering Unmasked Estep 
Score: -22396772.000000 Penalty: 3922.850830
	Iteration 55Q: 3 clusters Score -2.239677e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26435 members 
Mstep: Class 2 contains 148175 members 
Entering Unmasked Estep 
Score: -22396766.000000 Penalty: 3922.850830
	Iteration 56Q: 3 clusters Score -2.239677e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26434 members 
Mstep: Class 2 contains 148176 members 
Entering Unmasked Estep 
Score: -22396764.000000 Penalty: 3922.850830
	Iteration 57Q: 3 clusters Score -2.239676e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26433 members 
Mstep: Class 2 contains 148177 members 
Entering Unmasked Estep 
Score: -22396760.000000 Penalty: 3922.850830
	Iteration 58Q: 3 clusters Score -2.239676e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26431 members 
Mstep: Class 2 contains 148179 members 
Entering Unmasked Estep 
Score: -22396756.000000 Penalty: 3922.850830
	Iteration 59Q: 3 clusters Score -2.239676e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26430 members 
Mstep: Class 2 contains 148180 members 
Entering Unmasked Estep 
Score: -22396760.000000 Penalty: 3922.850830
	Iteration 60F: 3 clusters Score -2.239676e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26429 members 
Mstep: Class 2 contains 148181 members 
Entering Unmasked Estep 
Score: -22396754.000000 Penalty: 3922.850830
	Iteration 61Q: 3 clusters Score -2.239675e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26428 members 
Mstep: Class 2 contains 148182 members 
Entering Unmasked Estep 
Score: -22396750.000000 Penalty: 3922.850830
	Iteration 62Q: 3 clusters Score -2.239675e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26428 members 
Mstep: Class 2 contains 148182 members 
Entering Unmasked Estep 
Score: -22396750.000000 Penalty: 3922.850830
	Iteration 63F: 3 clusters Score -2.239675e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 4110 members 
Mstep: Class 3 contains 10739 members 
Mstep: Class 4 contains 1497 members 
Mstep: Class 5 contains 1693 members 
Mstep: Class 6 contains 2387 members 
Mstep: Class 7 contains 82980 members 
Mstep: Class 8 contains 7715 members 
Mstep: Class 9 contains 53855 members 
Mstep: Class 10 contains 4885 members 
Mstep: Class 11 contains 14711 members 
Mstep: Class 12 contains 83890 members 
Mstep: Class 13 contains 46051 members 
Mstep: Class 14 contains 7800 members 
Mstep: Class 15 contains 39678 members 
Mstep: Class 16 contains 26428 members 
Mstep: Class 17 contains 50885 members 
Mstep: Class 18 contains 17400 members 
Mstep: Class 19 contains 27276 members 
Mstep: Class 20 contains 10192 members 
Mstep: Class 21 contains 14057 members 
Mstep: Class 22 contains 405 members 
Mstep: Class 23 contains 21836 members 
Mstep: Class 24 contains 8457 members 
Mstep: Class 25 contains 44968 members 
Mstep: Class 26 contains 10593 members 
Mstep: Class 27 contains 21162 members 
Mstep: Class 28 contains 26486 members 
Mstep: Class 29 contains 26002 members 
Mstep: Class 30 contains 148182 members 
Entering Unmasked Estep 
Score: -100168984.000000 Penalty: 66386.914062
Splitting cluster 16 changes total score from -100097288.000000 to -100168984.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 17 (50885 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50885 members 
Entering Unmasked Estep 
Score: -6275419.000000 Penalty: 1761.065063
	Iteration 0F: 2 clusters Score -6275419 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25252 members 
Mstep: Class 2 contains 25633 members 
Entering Unmasked Estep 
Score: -6241482.000000 Penalty: 3522.130127
	Iteration 0F: 3 clusters Score -6241482 nChanged 23772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23104 members 
Mstep: Class 2 contains 27781 members 
Entering Unmasked Estep 
Score: -6256420.500000 Penalty: 3522.130127
	Iteration 1F: 3 clusters Score -6256420 nChanged 3840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21684 members 
Mstep: Class 2 contains 29201 members 
Entering Unmasked Estep 
Score: -6259904.000000 Penalty: 3522.130127
	Iteration 2F: 3 clusters Score -6259904 nChanged 5109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19931 members 
Mstep: Class 2 contains 30954 members 
Entering Unmasked Estep 
Score: -6267252.500000 Penalty: 3522.130127
	Iteration 3F: 3 clusters Score -6267252 nChanged 6114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19037 members 
Mstep: Class 2 contains 31848 members 
Entering Unmasked Estep 
Score: -6279417.500000 Penalty: 3522.130127
	Iteration 4F: 3 clusters Score -6279418 nChanged 5493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19512 members 
Mstep: Class 2 contains 31373 members 
Entering Unmasked Estep 
Score: -6291979.500000 Penalty: 3522.130127
	Iteration 5F: 3 clusters Score -6291980 nChanged 3029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19643 members 
Mstep: Class 2 contains 31242 members 
Entering Unmasked Estep 
Score: -6296986.500000 Penalty: 3522.130127
	Iteration 6F: 3 clusters Score -6296986 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19507 members 
Mstep: Class 2 contains 31378 members 
Entering Unmasked Estep 
Score: -6297490.000000 Penalty: 3522.130127
	Iteration 7Q: 3 clusters Score -6297490 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19384 members 
Mstep: Class 2 contains 31501 members 
Entering Unmasked Estep 
Score: -6297528.000000 Penalty: 3522.130127
	Iteration 8Q: 3 clusters Score -6297528 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19304 members 
Mstep: Class 2 contains 31581 members 
Entering Unmasked Estep 
Score: -6297532.000000 Penalty: 3522.130127
	Iteration 9Q: 3 clusters Score -6297532 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19249 members 
Mstep: Class 2 contains 31636 members 
Entering Unmasked Estep 
Score: -6297529.500000 Penalty: 3522.130127
	Iteration 10Q: 3 clusters Score -6297530 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19209 members 
Mstep: Class 2 contains 31676 members 
Entering Unmasked Estep 
Score: -6297513.500000 Penalty: 3522.130127
	Iteration 11Q: 3 clusters Score -6297514 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19193 members 
Mstep: Class 2 contains 31692 members 
Entering Unmasked Estep 
Score: -6297520.500000 Penalty: 3522.130127
	Iteration 12Q: 3 clusters Score -6297520 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19180 members 
Mstep: Class 2 contains 31705 members 
Entering Unmasked Estep 
Score: -6297518.500000 Penalty: 3522.130127
	Iteration 13Q: 3 clusters Score -6297518 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19168 members 
Mstep: Class 2 contains 31717 members 
Entering Unmasked Estep 
Score: -6297516.000000 Penalty: 3522.130127
	Iteration 14Q: 3 clusters Score -6297516 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19159 members 
Mstep: Class 2 contains 31726 members 
Entering Unmasked Estep 
Score: -6297521.500000 Penalty: 3522.130127
	Iteration 15Q: 3 clusters Score -6297522 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19153 members 
Mstep: Class 2 contains 31732 members 
Entering Unmasked Estep 
Score: -6297525.500000 Penalty: 3522.130127
	Iteration 16Q: 3 clusters Score -6297526 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19146 members 
Mstep: Class 2 contains 31739 members 
Entering Unmasked Estep 
Score: -6297528.500000 Penalty: 3522.130127
	Iteration 17Q: 3 clusters Score -6297528 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19141 members 
Mstep: Class 2 contains 31744 members 
Entering Unmasked Estep 
Score: -6297527.000000 Penalty: 3522.130127
	Iteration 18Q: 3 clusters Score -6297527 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19135 members 
Mstep: Class 2 contains 31750 members 
Entering Unmasked Estep 
Score: -6297536.000000 Penalty: 3522.130127
	Iteration 19Q: 3 clusters Score -6297536 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19131 members 
Mstep: Class 2 contains 31754 members 
Entering Unmasked Estep 
Score: -6297536.000000 Penalty: 3522.130127
	Iteration 20F: 3 clusters Score -6297536 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19126 members 
Mstep: Class 2 contains 31759 members 
Entering Unmasked Estep 
Score: -6297534.500000 Penalty: 3522.130127
	Iteration 21Q: 3 clusters Score -6297534 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19123 members 
Mstep: Class 2 contains 31762 members 
Entering Unmasked Estep 
Score: -6297539.000000 Penalty: 3522.130127
	Iteration 22Q: 3 clusters Score -6297539 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19122 members 
Mstep: Class 2 contains 31763 members 
Entering Unmasked Estep 
Score: -6297546.000000 Penalty: 3522.130127
	Iteration 23Q: 3 clusters Score -6297546 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19122 members 
Mstep: Class 2 contains 31763 members 
Entering Unmasked Estep 
Score: -6297546.000000 Penalty: 3522.130127
	Iteration 24F: 3 clusters Score -6297546 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 4110 members 
Mstep: Class 3 contains 10739 members 
Mstep: Class 4 contains 1497 members 
Mstep: Class 5 contains 1693 members 
Mstep: Class 6 contains 2387 members 
Mstep: Class 7 contains 82980 members 
Mstep: Class 8 contains 7715 members 
Mstep: Class 9 contains 53855 members 
Mstep: Class 10 contains 4885 members 
Mstep: Class 11 contains 14711 members 
Mstep: Class 12 contains 83890 members 
Mstep: Class 13 contains 46051 members 
Mstep: Class 14 contains 7800 members 
Mstep: Class 15 contains 39678 members 
Mstep: Class 16 contains 26428 members 
Mstep: Class 17 contains 19122 members 
Mstep: Class 18 contains 17400 members 
Mstep: Class 19 contains 27276 members 
Mstep: Class 20 contains 10192 members 
Mstep: Class 21 contains 14057 members 
Mstep: Class 22 contains 405 members 
Mstep: Class 23 contains 21836 members 
Mstep: Class 24 contains 8457 members 
Mstep: Class 25 contains 44968 members 
Mstep: Class 26 contains 10593 members 
Mstep: Class 27 contains 21162 members 
Mstep: Class 28 contains 26486 members 
Mstep: Class 29 contains 26002 members 
Mstep: Class 30 contains 148182 members 
Mstep: Class 31 contains 31763 members 
Entering Unmasked Estep 
Score: -100192088.000000 Penalty: 68599.812500
Splitting cluster 17 changes total score from -100097288.000000 to -100192088.000000
So it's getting split into cluster 31.
Entering ConstructFrom: 
Trying to split cluster 18 (17400 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17400 members 
Entering Unmasked Estep 
Score: -2180933.250000 Penalty: 1586.686768
	Iteration 0F: 2 clusters Score -2180933 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8702 members 
Mstep: Class 2 contains 8698 members 
Entering Unmasked Estep 
Score: -2169007.000000 Penalty: 3173.373535
	Iteration 0F: 3 clusters Score -2169007 nChanged 7864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8638 members 
Mstep: Class 2 contains 8762 members 
Entering Unmasked Estep 
Score: -2174470.250000 Penalty: 3173.373535
	Iteration 1F: 3 clusters Score -2174470 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8762 members 
Mstep: Class 2 contains 8638 members 
Entering Unmasked Estep 
Score: -2176107.500000 Penalty: 3173.373535
	Iteration 2F: 3 clusters Score -2176108 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9063 members 
Mstep: Class 2 contains 8337 members 
Entering Unmasked Estep 
Score: -2177583.000000 Penalty: 3173.373535
	Iteration 3F: 3 clusters Score -2177583 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9514 members 
Mstep: Class 2 contains 7886 members 
Entering Unmasked Estep 
Score: -2178792.500000 Penalty: 3173.373535
	Iteration 4F: 3 clusters Score -2178792 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10042 members 
Mstep: Class 2 contains 7358 members 
Entering Unmasked Estep 
Score: -2179740.750000 Penalty: 3173.373535
	Iteration 5F: 3 clusters Score -2179741 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10537 members 
Mstep: Class 2 contains 6863 members 
Entering Unmasked Estep 
Score: -2180359.750000 Penalty: 3173.373535
	Iteration 6F: 3 clusters Score -2180360 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10970 members 
Mstep: Class 2 contains 6430 members 
Entering Unmasked Estep 
Score: -2180810.750000 Penalty: 3173.373535
	Iteration 7Q: 3 clusters Score -2180811 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11366 members 
Mstep: Class 2 contains 6034 members 
Entering Unmasked Estep 
Score: -2181131.000000 Penalty: 3173.373535
	Iteration 8Q: 3 clusters Score -2181131 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11711 members 
Mstep: Class 2 contains 5689 members 
Entering Unmasked Estep 
Score: -2181371.000000 Penalty: 3173.373535
	Iteration 9Q: 3 clusters Score -2181371 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12042 members 
Mstep: Class 2 contains 5358 members 
Entering Unmasked Estep 
Score: -2181600.000000 Penalty: 3173.373535
	Iteration 10Q: 3 clusters Score -2181600 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12343 members 
Mstep: Class 2 contains 5057 members 
Entering Unmasked Estep 
Score: -2181775.500000 Penalty: 3173.373535
	Iteration 11Q: 3 clusters Score -2181776 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12591 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -2181907.500000 Penalty: 3173.373535
	Iteration 12Q: 3 clusters Score -2181908 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12790 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -2182018.250000 Penalty: 3173.373535
	Iteration 13Q: 3 clusters Score -2182018 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12956 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -2182098.000000 Penalty: 3173.373535
	Iteration 14Q: 3 clusters Score -2182098 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13116 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -2182174.750000 Penalty: 3173.373535
	Iteration 15Q: 3 clusters Score -2182175 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13249 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -2182216.000000 Penalty: 3173.373535
	Iteration 16Q: 3 clusters Score -2182216 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13349 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -2182241.750000 Penalty: 3173.373535
	Iteration 17Q: 3 clusters Score -2182242 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13437 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -2182268.500000 Penalty: 3173.373535
	Iteration 18Q: 3 clusters Score -2182268 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13509 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -2182285.000000 Penalty: 3173.373535
	Iteration 19Q: 3 clusters Score -2182285 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13566 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -2182290.250000 Penalty: 3173.373535
	Iteration 20F: 3 clusters Score -2182290 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13604 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -2182296.250000 Penalty: 3173.373535
	Iteration 21Q: 3 clusters Score -2182296 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13625 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -2182302.750000 Penalty: 3173.373535
	Iteration 22Q: 3 clusters Score -2182303 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13653 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -2182310.750000 Penalty: 3173.373535
	Iteration 23Q: 3 clusters Score -2182311 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13681 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -2182308.250000 Penalty: 3173.373535
	Iteration 24Q: 3 clusters Score -2182308 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13704 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -2182314.750000 Penalty: 3173.373535
	Iteration 25Q: 3 clusters Score -2182315 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13728 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -2182322.000000 Penalty: 3173.373535
	Iteration 26Q: 3 clusters Score -2182322 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13745 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -2182322.750000 Penalty: 3173.373535
	Iteration 27Q: 3 clusters Score -2182323 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13752 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -2182322.000000 Penalty: 3173.373535
	Iteration 28Q: 3 clusters Score -2182322 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13753 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -2182322.250000 Penalty: 3173.373535
	Iteration 29Q: 3 clusters Score -2182322 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13757 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -2182321.000000 Penalty: 3173.373535
	Iteration 30Q: 3 clusters Score -2182321 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13758 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -2182322.750000 Penalty: 3173.373535
	Iteration 31Q: 3 clusters Score -2182323 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13759 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -2182322.250000 Penalty: 3173.373535
	Iteration 32Q: 3 clusters Score -2182322 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13759 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -2182322.250000 Penalty: 3173.373535
	Iteration 33F: 3 clusters Score -2182322 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 4110 members 
Mstep: Class 3 contains 10739 members 
Mstep: Class 4 contains 1497 members 
Mstep: Class 5 contains 1693 members 
Mstep: Class 6 contains 2387 members 
Mstep: Class 7 contains 82980 members 
Mstep: Class 8 contains 7715 members 
Mstep: Class 9 contains 53855 members 
Mstep: Class 10 contains 4885 members 
Mstep: Class 11 contains 14711 members 
Mstep: Class 12 contains 83890 members 
Mstep: Class 13 contains 46051 members 
Mstep: Class 14 contains 7800 members 
Mstep: Class 15 contains 39678 members 
Mstep: Class 16 contains 26428 members 
Mstep: Class 17 contains 19122 members 
Mstep: Class 18 contains 13759 members 
Mstep: Class 19 contains 27276 members 
Mstep: Class 20 contains 10192 members 
Mstep: Class 21 contains 14057 members 
Mstep: Class 22 contains 405 members 
Mstep: Class 23 contains 21836 members 
Mstep: Class 24 contains 8457 members 
Mstep: Class 25 contains 44968 members 
Mstep: Class 26 contains 10593 members 
Mstep: Class 27 contains 21162 members 
Mstep: Class 28 contains 26486 members 
Mstep: Class 29 contains 26002 members 
Mstep: Class 30 contains 148182 members 
Mstep: Class 31 contains 31763 members 
Mstep: Class 32 contains 3641 members 
Entering Unmasked Estep 
Score: -100192736.000000 Penalty: 70812.710938
Splitting cluster 18 changes total score from -100097288.000000 to -100192736.000000
So it's getting split into cluster 32.
Entering ConstructFrom: 
Trying to split cluster 19 (27276 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27276 members 
Entering Unmasked Estep 
Score: -3135567.750000 Penalty: 1659.736328
	Iteration 0F: 2 clusters Score -3135568 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13689 members 
Mstep: Class 2 contains 13587 members 
Entering Unmasked Estep 
Score: -3117206.500000 Penalty: 3319.472656
	Iteration 0F: 3 clusters Score -3117206 nChanged 12571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14462 members 
Mstep: Class 2 contains 12814 members 
Entering Unmasked Estep 
Score: -3124781.750000 Penalty: 3319.472656
	Iteration 1F: 3 clusters Score -3124782 nChanged 1976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14942 members 
Mstep: Class 2 contains 12334 members 
Entering Unmasked Estep 
Score: -3125994.500000 Penalty: 3319.472656
	Iteration 2F: 3 clusters Score -3125994 nChanged 2025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15521 members 
Mstep: Class 2 contains 11755 members 
Entering Unmasked Estep 
Score: -3127412.750000 Penalty: 3319.472656
	Iteration 3F: 3 clusters Score -3127413 nChanged 2076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16275 members 
Mstep: Class 2 contains 11001 members 
Entering Unmasked Estep 
Score: -3128865.750000 Penalty: 3319.472656
	Iteration 4F: 3 clusters Score -3128866 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17118 members 
Mstep: Class 2 contains 10158 members 
Entering Unmasked Estep 
Score: -3130076.000000 Penalty: 3319.472656
	Iteration 5F: 3 clusters Score -3130076 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17873 members 
Mstep: Class 2 contains 9403 members 
Entering Unmasked Estep 
Score: -3131048.750000 Penalty: 3319.472656
	Iteration 6F: 3 clusters Score -3131049 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18575 members 
Mstep: Class 2 contains 8701 members 
Entering Unmasked Estep 
Score: -3131791.000000 Penalty: 3319.472656
	Iteration 7Q: 3 clusters Score -3131791 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19173 members 
Mstep: Class 2 contains 8103 members 
Entering Unmasked Estep 
Score: -3132347.000000 Penalty: 3319.472656
	Iteration 8Q: 3 clusters Score -3132347 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19664 members 
Mstep: Class 2 contains 7612 members 
Entering Unmasked Estep 
Score: -3132766.250000 Penalty: 3319.472656
	Iteration 9Q: 3 clusters Score -3132766 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20090 members 
Mstep: Class 2 contains 7186 members 
Entering Unmasked Estep 
Score: -3133081.250000 Penalty: 3319.472656
	Iteration 10Q: 3 clusters Score -3133081 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20479 members 
Mstep: Class 2 contains 6797 members 
Entering Unmasked Estep 
Score: -3133308.500000 Penalty: 3319.472656
	Iteration 11Q: 3 clusters Score -3133308 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20819 members 
Mstep: Class 2 contains 6457 members 
Entering Unmasked Estep 
Score: -3133507.000000 Penalty: 3319.472656
	Iteration 12Q: 3 clusters Score -3133507 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21169 members 
Mstep: Class 2 contains 6107 members 
Entering Unmasked Estep 
Score: -3133679.000000 Penalty: 3319.472656
	Iteration 13Q: 3 clusters Score -3133679 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21501 members 
Mstep: Class 2 contains 5775 members 
Entering Unmasked Estep 
Score: -3133833.250000 Penalty: 3319.472656
	Iteration 14Q: 3 clusters Score -3133833 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21856 members 
Mstep: Class 2 contains 5420 members 
Entering Unmasked Estep 
Score: -3133983.250000 Penalty: 3319.472656
	Iteration 15Q: 3 clusters Score -3133983 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22195 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -3134125.500000 Penalty: 3319.472656
	Iteration 16Q: 3 clusters Score -3134126 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22539 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -3134272.750000 Penalty: 3319.472656
	Iteration 17Q: 3 clusters Score -3134273 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22897 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -3134457.250000 Penalty: 3319.472656
	Iteration 18Q: 3 clusters Score -3134457 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23264 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -3134656.750000 Penalty: 3319.472656
	Iteration 19Q: 3 clusters Score -3134657 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23634 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -3134850.750000 Penalty: 3319.472656
	Iteration 20F: 3 clusters Score -3134851 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23994 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -3135035.000000 Penalty: 3319.472656
	Iteration 21Q: 3 clusters Score -3135035 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24317 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -3135185.000000 Penalty: 3319.472656
	Iteration 22Q: 3 clusters Score -3135185 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24596 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -3135335.750000 Penalty: 3319.472656
	Iteration 23Q: 3 clusters Score -3135336 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24843 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -3135450.000000 Penalty: 3319.472656
	Iteration 24Q: 3 clusters Score -3135450 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25046 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -3135532.250000 Penalty: 3319.472656
	Iteration 25Q: 3 clusters Score -3135532 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25199 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -3135595.750000 Penalty: 3319.472656
	Iteration 26Q: 3 clusters Score -3135596 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25323 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -3135634.000000 Penalty: 3319.472656
	Iteration 27Q: 3 clusters Score -3135634 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25424 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -3135683.000000 Penalty: 3319.472656
	Iteration 28Q: 3 clusters Score -3135683 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25499 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -3135720.750000 Penalty: 3319.472656
	Iteration 29Q: 3 clusters Score -3135721 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25567 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -3135742.500000 Penalty: 3319.472656
	Iteration 30Q: 3 clusters Score -3135742 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25624 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -3135753.250000 Penalty: 3319.472656
	Iteration 31Q: 3 clusters Score -3135753 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25667 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -3135773.250000 Penalty: 3319.472656
	Iteration 32Q: 3 clusters Score -3135773 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25706 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -3135780.250000 Penalty: 3319.472656
	Iteration 33Q: 3 clusters Score -3135780 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25751 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -3135792.500000 Penalty: 3319.472656
	Iteration 34Q: 3 clusters Score -3135792 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25782 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -3135793.500000 Penalty: 3319.472656
	Iteration 35Q: 3 clusters Score -3135794 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25811 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -3135798.750000 Penalty: 3319.472656
	Iteration 36Q: 3 clusters Score -3135799 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25823 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -3135809.500000 Penalty: 3319.472656
	Iteration 37Q: 3 clusters Score -3135810 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25842 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -3135816.250000 Penalty: 3319.472656
	Iteration 38Q: 3 clusters Score -3135816 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25862 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -3135815.750000 Penalty: 3319.472656
	Iteration 39Q: 3 clusters Score -3135816 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25885 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -3135813.250000 Penalty: 3319.472656
	Iteration 40F: 3 clusters Score -3135813 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25907 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -3135827.250000 Penalty: 3319.472656
	Iteration 41Q: 3 clusters Score -3135827 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25932 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -3135834.250000 Penalty: 3319.472656
	Iteration 42Q: 3 clusters Score -3135834 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25950 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -3135836.250000 Penalty: 3319.472656
	Iteration 43Q: 3 clusters Score -3135836 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25974 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -3135846.250000 Penalty: 3319.472656
	Iteration 44Q: 3 clusters Score -3135846 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25994 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -3135850.000000 Penalty: 3319.472656
	Iteration 45Q: 3 clusters Score -3135850 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26016 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -3135854.500000 Penalty: 3319.472656
	Iteration 46Q: 3 clusters Score -3135854 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26037 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -3135860.250000 Penalty: 3319.472656
	Iteration 47Q: 3 clusters Score -3135860 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26050 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -3135861.000000 Penalty: 3319.472656
	Iteration 48Q: 3 clusters Score -3135861 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26065 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -3135854.750000 Penalty: 3319.472656
	Iteration 49Q: 3 clusters Score -3135855 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26077 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -3135854.250000 Penalty: 3319.472656
	Iteration 50Q: 3 clusters Score -3135854 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26087 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -3135866.250000 Penalty: 3319.472656
	Iteration 51Q: 3 clusters Score -3135866 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26094 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -3135868.250000 Penalty: 3319.472656
	Iteration 52Q: 3 clusters Score -3135868 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26107 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -3135870.750000 Penalty: 3319.472656
	Iteration 53Q: 3 clusters Score -3135871 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26120 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -3135872.250000 Penalty: 3319.472656
	Iteration 54Q: 3 clusters Score -3135872 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26133 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -3135876.500000 Penalty: 3319.472656
	Iteration 55Q: 3 clusters Score -3135876 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26148 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -3135874.750000 Penalty: 3319.472656
	Iteration 56Q: 3 clusters Score -3135875 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26159 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -3135881.250000 Penalty: 3319.472656
	Iteration 57Q: 3 clusters Score -3135881 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26170 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -3135882.750000 Penalty: 3319.472656
	Iteration 58Q: 3 clusters Score -3135883 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26173 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -3135894.000000 Penalty: 3319.472656
	Iteration 59Q: 3 clusters Score -3135894 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26172 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -3135903.250000 Penalty: 3319.472656
	Iteration 60F: 3 clusters Score -3135903 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26174 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -3135905.250000 Penalty: 3319.472656
	Iteration 61Q: 3 clusters Score -3135905 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26177 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -3135910.500000 Penalty: 3319.472656
	Iteration 62Q: 3 clusters Score -3135910 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26181 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -3135908.000000 Penalty: 3319.472656
	Iteration 63Q: 3 clusters Score -3135908 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26182 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -3135911.000000 Penalty: 3319.472656
	Iteration 64Q: 3 clusters Score -3135911 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26185 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -3135913.750000 Penalty: 3319.472656
	Iteration 65Q: 3 clusters Score -3135914 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26188 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -3135910.500000 Penalty: 3319.472656
	Iteration 66Q: 3 clusters Score -3135910 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26190 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -3135908.000000 Penalty: 3319.472656
	Iteration 67Q: 3 clusters Score -3135908 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26191 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -3135909.500000 Penalty: 3319.472656
	Iteration 68Q: 3 clusters Score -3135910 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26192 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -3135908.000000 Penalty: 3319.472656
	Iteration 69Q: 3 clusters Score -3135908 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26192 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -3135908.000000 Penalty: 3319.472656
	Iteration 70F: 3 clusters Score -3135908 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 4110 members 
Mstep: Class 3 contains 10739 members 
Mstep: Class 4 contains 1497 members 
Mstep: Class 5 contains 1693 members 
Mstep: Class 6 contains 2387 members 
Mstep: Class 7 contains 82980 members 
Mstep: Class 8 contains 7715 members 
Mstep: Class 9 contains 53855 members 
Mstep: Class 10 contains 4885 members 
Mstep: Class 11 contains 14711 members 
Mstep: Class 12 contains 83890 members 
Mstep: Class 13 contains 46051 members 
Mstep: Class 14 contains 7800 members 
Mstep: Class 15 contains 39678 members 
Mstep: Class 16 contains 26428 members 
Mstep: Class 17 contains 19122 members 
Mstep: Class 18 contains 13759 members 
Mstep: Class 19 contains 26192 members 
Mstep: Class 20 contains 10192 members 
Mstep: Class 21 contains 14057 members 
Mstep: Class 22 contains 405 members 
Mstep: Class 23 contains 21836 members 
Mstep: Class 24 contains 8457 members 
Mstep: Class 25 contains 44968 members 
Mstep: Class 26 contains 10593 members 
Mstep: Class 27 contains 21162 members 
Mstep: Class 28 contains 26486 members 
Mstep: Class 29 contains 26002 members 
Mstep: Class 30 contains 148182 members 
Mstep: Class 31 contains 31763 members 
Mstep: Class 32 contains 3641 members 
Mstep: Class 33 contains 1084 members 
Entering Unmasked Estep 
Score: -100192576.000000 Penalty: 73025.601562
Splitting cluster 19 changes total score from -100097288.000000 to -100192576.000000
So it's getting split into cluster 33.
Entering ConstructFrom: 
Trying to split cluster 20 (10192 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10192 members 
Entering Unmasked Estep 
Score: -1216736.875000 Penalty: 1499.770752
	Iteration 0F: 2 clusters Score -1216737 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5130 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -1209569.000000 Penalty: 2999.541504
	Iteration 0F: 3 clusters Score -1209569 nChanged 4459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5577 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -1213613.250000 Penalty: 2999.541504
	Iteration 1F: 3 clusters Score -1213613 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5895 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -1216740.250000 Penalty: 2999.541504
	Iteration 2F: 3 clusters Score -1216740 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6194 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -1219709.000000 Penalty: 2999.541504
	Iteration 3F: 3 clusters Score -1219709 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6401 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -1220855.250000 Penalty: 2999.541504
	Iteration 4F: 3 clusters Score -1220855 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6526 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -1221297.000000 Penalty: 2999.541504
	Iteration 5Q: 3 clusters Score -1221297 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6648 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -1221674.000000 Penalty: 2999.541504
	Iteration 6Q: 3 clusters Score -1221674 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6765 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -1222016.750000 Penalty: 2999.541504
	Iteration 7Q: 3 clusters Score -1222017 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6862 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -1222184.625000 Penalty: 2999.541504
	Iteration 8Q: 3 clusters Score -1222185 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6963 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -1222354.250000 Penalty: 2999.541504
	Iteration 9Q: 3 clusters Score -1222354 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7059 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -1222503.125000 Penalty: 2999.541504
	Iteration 10Q: 3 clusters Score -1222503 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7134 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -1222663.375000 Penalty: 2999.541504
	Iteration 11Q: 3 clusters Score -1222663 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7204 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -1222818.375000 Penalty: 2999.541504
	Iteration 12Q: 3 clusters Score -1222818 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7259 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -1222863.125000 Penalty: 2999.541504
	Iteration 13Q: 3 clusters Score -1222863 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7298 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -1222875.750000 Penalty: 2999.541504
	Iteration 14Q: 3 clusters Score -1222876 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7327 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -1222886.000000 Penalty: 2999.541504
	Iteration 15Q: 3 clusters Score -1222886 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7355 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -1222899.375000 Penalty: 2999.541504
	Iteration 16Q: 3 clusters Score -1222899 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7380 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -1222902.250000 Penalty: 2999.541504
	Iteration 17Q: 3 clusters Score -1222902 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7394 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -1222908.750000 Penalty: 2999.541504
	Iteration 18Q: 3 clusters Score -1222909 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7410 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -1222912.875000 Penalty: 2999.541504
	Iteration 19Q: 3 clusters Score -1222913 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7426 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -1222916.250000 Penalty: 2999.541504
	Iteration 20F: 3 clusters Score -1222916 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7446 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -1222921.875000 Penalty: 2999.541504
	Iteration 21Q: 3 clusters Score -1222922 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7465 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -1222930.250000 Penalty: 2999.541504
	Iteration 22Q: 3 clusters Score -1222930 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7483 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -1222933.500000 Penalty: 2999.541504
	Iteration 23Q: 3 clusters Score -1222934 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7494 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -1222935.625000 Penalty: 2999.541504
	Iteration 24Q: 3 clusters Score -1222936 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7501 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -1222938.375000 Penalty: 2999.541504
	Iteration 25Q: 3 clusters Score -1222938 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7508 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -1222939.125000 Penalty: 2999.541504
	Iteration 26Q: 3 clusters Score -1222939 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7513 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -1222939.875000 Penalty: 2999.541504
	Iteration 27Q: 3 clusters Score -1222940 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7519 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -1222941.250000 Penalty: 2999.541504
	Iteration 28Q: 3 clusters Score -1222941 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7523 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -1222942.125000 Penalty: 2999.541504
	Iteration 29Q: 3 clusters Score -1222942 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7524 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -1222940.000000 Penalty: 2999.541504
	Iteration 30Q: 3 clusters Score -1222940 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7525 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -1222940.250000 Penalty: 2999.541504
	Iteration 31Q: 3 clusters Score -1222940 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7526 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -1222941.250000 Penalty: 2999.541504
	Iteration 32Q: 3 clusters Score -1222941 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7527 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -1222943.125000 Penalty: 2999.541504
	Iteration 33Q: 3 clusters Score -1222943 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7527 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -1222943.125000 Penalty: 2999.541504
	Iteration 34F: 3 clusters Score -1222943 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 4110 members 
Mstep: Class 3 contains 10739 members 
Mstep: Class 4 contains 1497 members 
Mstep: Class 5 contains 1693 members 
Mstep: Class 6 contains 2387 members 
Mstep: Class 7 contains 82980 members 
Mstep: Class 8 contains 7715 members 
Mstep: Class 9 contains 53855 members 
Mstep: Class 10 contains 4885 members 
Mstep: Class 11 contains 14711 members 
Mstep: Class 12 contains 83890 members 
Mstep: Class 13 contains 46051 members 
Mstep: Class 14 contains 7800 members 
Mstep: Class 15 contains 39678 members 
Mstep: Class 16 contains 26428 members 
Mstep: Class 17 contains 19122 members 
Mstep: Class 18 contains 13759 members 
Mstep: Class 19 contains 26192 members 
Mstep: Class 20 contains 7527 members 
Mstep: Class 21 contains 14057 members 
Mstep: Class 22 contains 405 members 
Mstep: Class 23 contains 21836 members 
Mstep: Class 24 contains 8457 members 
Mstep: Class 25 contains 44968 members 
Mstep: Class 26 contains 10593 members 
Mstep: Class 27 contains 21162 members 
Mstep: Class 28 contains 26486 members 
Mstep: Class 29 contains 26002 members 
Mstep: Class 30 contains 148182 members 
Mstep: Class 31 contains 31763 members 
Mstep: Class 32 contains 3641 members 
Mstep: Class 33 contains 1084 members 
Mstep: Class 34 contains 2665 members 
Entering Unmasked Estep 
Score: -100198056.000000 Penalty: 75238.500000
Splitting cluster 20 changes total score from -100097288.000000 to -100198056.000000
So it's getting split into cluster 34.
Entering ConstructFrom: 
Trying to split cluster 21 (14057 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14057 members 
Entering Unmasked Estep 
Score: -1777707.125000 Penalty: 1552.017334
	Iteration 0F: 2 clusters Score -1777707 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6978 members 
Mstep: Class 2 contains 7079 members 
Entering Unmasked Estep 
Score: -1767965.750000 Penalty: 3104.034668
	Iteration 0F: 3 clusters Score -1767966 nChanged 6224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6536 members 
Mstep: Class 2 contains 7521 members 
Entering Unmasked Estep 
Score: -1771505.500000 Penalty: 3104.034668
	Iteration 1F: 3 clusters Score -1771506 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6119 members 
Mstep: Class 2 contains 7938 members 
Entering Unmasked Estep 
Score: -1772215.625000 Penalty: 3104.034668
	Iteration 2F: 3 clusters Score -1772216 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Mstep: Class 2 contains 8604 members 
Entering Unmasked Estep 
Score: -1773343.625000 Penalty: 3104.034668
	Iteration 3F: 3 clusters Score -1773344 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 9370 members 
Entering Unmasked Estep 
Score: -1774846.625000 Penalty: 3104.034668
	Iteration 4F: 3 clusters Score -1774847 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 10003 members 
Entering Unmasked Estep 
Score: -1776080.625000 Penalty: 3104.034668
	Iteration 5F: 3 clusters Score -1776081 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 10458 members 
Entering Unmasked Estep 
Score: -1776812.500000 Penalty: 3104.034668
	Iteration 6F: 3 clusters Score -1776812 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 10766 members 
Entering Unmasked Estep 
Score: -1777193.625000 Penalty: 3104.034668
	Iteration 7Q: 3 clusters Score -1777194 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 10985 members 
Entering Unmasked Estep 
Score: -1777351.750000 Penalty: 3104.034668
	Iteration 8Q: 3 clusters Score -1777352 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 11133 members 
Entering Unmasked Estep 
Score: -1777430.250000 Penalty: 3104.034668
	Iteration 9Q: 3 clusters Score -1777430 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 11237 members 
Entering Unmasked Estep 
Score: -1777465.125000 Penalty: 3104.034668
	Iteration 10Q: 3 clusters Score -1777465 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 11331 members 
Entering Unmasked Estep 
Score: -1777498.500000 Penalty: 3104.034668
	Iteration 11Q: 3 clusters Score -1777498 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 11395 members 
Entering Unmasked Estep 
Score: -1777511.500000 Penalty: 3104.034668
	Iteration 12Q: 3 clusters Score -1777512 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 11438 members 
Entering Unmasked Estep 
Score: -1777517.875000 Penalty: 3104.034668
	Iteration 13Q: 3 clusters Score -1777518 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 11474 members 
Entering Unmasked Estep 
Score: -1777521.875000 Penalty: 3104.034668
	Iteration 14Q: 3 clusters Score -1777522 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 11499 members 
Entering Unmasked Estep 
Score: -1777527.625000 Penalty: 3104.034668
	Iteration 15Q: 3 clusters Score -1777528 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 11523 members 
Entering Unmasked Estep 
Score: -1777532.000000 Penalty: 3104.034668
	Iteration 16Q: 3 clusters Score -1777532 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 11538 members 
Entering Unmasked Estep 
Score: -1777538.000000 Penalty: 3104.034668
	Iteration 17Q: 3 clusters Score -1777538 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 11556 members 
Entering Unmasked Estep 
Score: -1777540.375000 Penalty: 3104.034668
	Iteration 18Q: 3 clusters Score -1777540 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 11571 members 
Entering Unmasked Estep 
Score: -1777539.875000 Penalty: 3104.034668
	Iteration 19Q: 3 clusters Score -1777540 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 11582 members 
Entering Unmasked Estep 
Score: -1777544.625000 Penalty: 3104.034668
	Iteration 20F: 3 clusters Score -1777545 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 11598 members 
Entering Unmasked Estep 
Score: -1777550.000000 Penalty: 3104.034668
	Iteration 21Q: 3 clusters Score -1777550 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 11607 members 
Entering Unmasked Estep 
Score: -1777547.625000 Penalty: 3104.034668
	Iteration 22Q: 3 clusters Score -1777548 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 11614 members 
Entering Unmasked Estep 
Score: -1777544.625000 Penalty: 3104.034668
	Iteration 23Q: 3 clusters Score -1777545 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 11621 members 
Entering Unmasked Estep 
Score: -1777548.750000 Penalty: 3104.034668
	Iteration 24Q: 3 clusters Score -1777549 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 11626 members 
Entering Unmasked Estep 
Score: -1777555.250000 Penalty: 3104.034668
	Iteration 25Q: 3 clusters Score -1777555 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 11632 members 
Entering Unmasked Estep 
Score: -1777551.250000 Penalty: 3104.034668
	Iteration 26Q: 3 clusters Score -1777551 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 11634 members 
Entering Unmasked Estep 
Score: -1777553.250000 Penalty: 3104.034668
	Iteration 27Q: 3 clusters Score -1777553 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 11635 members 
Entering Unmasked Estep 
Score: -1777550.875000 Penalty: 3104.034668
	Iteration 28Q: 3 clusters Score -1777551 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 11635 members 
Entering Unmasked Estep 
Score: -1777550.875000 Penalty: 3104.034668
	Iteration 29F: 3 clusters Score -1777551 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 2 contains 4110 members 
Mstep: Class 3 contains 10739 members 
Mstep: Class 4 contains 1497 members 
Mstep: Class 5 contains 1693 members 
Mstep: Class 6 contains 2387 members 
Mstep: Class 7 contains 82980 members 
Mstep: Class 8 contains 7715 members 
Mstep: Class 9 contains 53855 members 
Mstep: Class 10 contains 4885 members 
Mstep: Class 11 contains 14711 members 
Mstep: Class 12 contains 83890 members 
Mstep: Class 13 contains 46051 members 
Mstep: Class 14 contains 7800 members 
Mstep: Class 15 contains 39678 members 
Mstep: Class 16 contains 26428 members 
Mstep: Class 17 contains 19122 members 
Mstep: Class 18 contains 13759 members 
Mstep: Class 19 contains 26192 members 
Mstep: Class 20 contains 7527 members 
Mstep: Class 21 contains 14057 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100218528.000000 Penalty: 75238.500000
Iteration 39Q: 35 clusters Score -1.002185e+08 nChanged 28995
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 4179 members 
Mstep: Class 3 contains 10838 members 
Mstep: Class 4 contains 2114 members 
Mstep: Class 5 contains 1892 members 
Mstep: Class 6 contains 2436 members 
Mstep: Class 7 contains 83141 members 
Mstep: Class 8 contains 8576 members 
Mstep: Class 9 contains 54468 members 
Mstep: Class 10 contains 5394 members 
Mstep: Class 11 contains 16413 members 
Mstep: Class 12 contains 82992 members 
Mstep: Class 13 contains 47191 members 
Mstep: Class 14 contains 7872 members 
Mstep: Class 15 contains 39595 members 
Mstep: Class 16 contains 27919 members 
Mstep: Class 17 contains 19218 members 
Mstep: Class 18 contains 13842 members 
Mstep: Class 19 contains 27400 members 
Mstep: Class 20 contains 8041 members 
Mstep: Class 21 contains 14061 members 
Mstep: Class 22 contains 402 members 
Mstep: Class 23 contains 20569 members 
Mstep: Class 24 contains 8726 members 
Mstep: Class 25 contains 42462 members 
Mstep: Class 26 contains 9764 members 
Mstep: Class 27 contains 20714 members 
Mstep: Class 28 contains 26070 members 
Mstep: Class 29 contains 25689 members 
Mstep: Class 30 contains 146604 members 
Mstep: Class 31 contains 29926 members 
Mstep: Class 32 contains 3648 members 
Mstep: Class 33 contains 1163 members 
Mstep: Class 34 contains 2561 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100234144.000000 Penalty: 75238.500000
Iteration 40F: 35 clusters Score -1.002341e+08 nChanged 21810
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 4931 members 
Mstep: Class 2 contains 4072 members 
Mstep: Class 3 contains 10907 members 
Mstep: Class 4 contains 2501 members 
Mstep: Class 5 contains 1999 members 
Mstep: Class 6 contains 2507 members 
Mstep: Class 7 contains 82261 members 
Mstep: Class 8 contains 9118 members 
Mstep: Class 9 contains 52831 members 
Mstep: Class 10 contains 5805 members 
Mstep: Class 11 contains 17615 members 
Mstep: Class 12 contains 81766 members 
Mstep: Class 13 contains 45900 members 
Mstep: Class 14 contains 7700 members 
Mstep: Class 15 contains 39375 members 
Mstep: Class 16 contains 28378 members 
Mstep: Class 17 contains 19159 members 
Mstep: Class 18 contains 13807 members 
Mstep: Class 19 contains 27418 members 
Mstep: Class 20 contains 8113 members 
Mstep: Class 21 contains 13940 members 
Mstep: Class 22 contains 408 members 
Mstep: Class 23 contains 20573 members 
Mstep: Class 24 contains 8779 members 
Mstep: Class 25 contains 41839 members 
Mstep: Class 26 contains 9906 members 
Mstep: Class 27 contains 20937 members 
Mstep: Class 28 contains 26753 members 
Mstep: Class 29 contains 25950 members 
Mstep: Class 30 contains 148048 members 
Mstep: Class 31 contains 29640 members 
Mstep: Class 32 contains 3799 members 
Mstep: Class 33 contains 1287 members 
Mstep: Class 34 contains 2550 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100239544.000000 Penalty: 75238.500000
Iteration 41Q: 35 clusters Score -1.002395e+08 nChanged 11810
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 5124 members 
Mstep: Class 2 contains 4016 members 
Mstep: Class 3 contains 11038 members 
Mstep: Class 4 contains 2731 members 
Mstep: Class 5 contains 2084 members 
Mstep: Class 6 contains 2548 members 
Mstep: Class 7 contains 81721 members 
Mstep: Class 8 contains 9545 members 
Mstep: Class 9 contains 51758 members 
Mstep: Class 10 contains 6271 members 
Mstep: Class 11 contains 18684 members 
Mstep: Class 12 contains 80690 members 
Mstep: Class 13 contains 45066 members 
Mstep: Class 14 contains 7623 members 
Mstep: Class 15 contains 39215 members 
Mstep: Class 16 contains 28804 members 
Mstep: Class 17 contains 19176 members 
Mstep: Class 18 contains 13819 members 
Mstep: Class 19 contains 27619 members 
Mstep: Class 20 contains 8149 members 
Mstep: Class 21 contains 13902 members 
Mstep: Class 22 contains 413 members 
Mstep: Class 23 contains 20547 members 
Mstep: Class 24 contains 8779 members 
Mstep: Class 25 contains 41222 members 
Mstep: Class 26 contains 9965 members 
Mstep: Class 27 contains 21085 members 
Mstep: Class 28 contains 27203 members 
Mstep: Class 29 contains 26064 members 
Mstep: Class 30 contains 148711 members 
Mstep: Class 31 contains 29148 members 
Mstep: Class 32 contains 3915 members 
Mstep: Class 33 contains 1390 members 
Mstep: Class 34 contains 2547 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100242520.000000 Penalty: 75238.500000
Iteration 42Q: 35 clusters Score -1.002425e+08 nChanged 8641
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 4003 members 
Mstep: Class 3 contains 11121 members 
Mstep: Class 4 contains 2900 members 
Mstep: Class 5 contains 2160 members 
Mstep: Class 6 contains 2572 members 
Mstep: Class 7 contains 81285 members 
Mstep: Class 8 contains 9861 members 
Mstep: Class 9 contains 50942 members 
Mstep: Class 10 contains 6751 members 
Mstep: Class 11 contains 19676 members 
Mstep: Class 12 contains 79676 members 
Mstep: Class 13 contains 44464 members 
Mstep: Class 14 contains 7561 members 
Mstep: Class 15 contains 39115 members 
Mstep: Class 16 contains 29191 members 
Mstep: Class 17 contains 19191 members 
Mstep: Class 18 contains 13849 members 
Mstep: Class 19 contains 27884 members 
Mstep: Class 20 contains 8151 members 
Mstep: Class 21 contains 13890 members 
Mstep: Class 22 contains 418 members 
Mstep: Class 23 contains 20547 members 
Mstep: Class 24 contains 8781 members 
Mstep: Class 25 contains 40721 members 
Mstep: Class 26 contains 9998 members 
Mstep: Class 27 contains 21238 members 
Mstep: Class 28 contains 27536 members 
Mstep: Class 29 contains 26071 members 
Mstep: Class 30 contains 149047 members 
Mstep: Class 31 contains 28657 members 
Mstep: Class 32 contains 3988 members 
Mstep: Class 33 contains 1482 members 
Mstep: Class 34 contains 2541 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100244432.000000 Penalty: 75238.500000
Iteration 43Q: 35 clusters Score -1.002444e+08 nChanged 7107
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 3984 members 
Mstep: Class 3 contains 11177 members 
Mstep: Class 4 contains 3049 members 
Mstep: Class 5 contains 2222 members 
Mstep: Class 6 contains 2586 members 
Mstep: Class 7 contains 80922 members 
Mstep: Class 8 contains 10144 members 
Mstep: Class 9 contains 50315 members 
Mstep: Class 10 contains 7199 members 
Mstep: Class 11 contains 20523 members 
Mstep: Class 12 contains 78767 members 
Mstep: Class 13 contains 44018 members 
Mstep: Class 14 contains 7490 members 
Mstep: Class 15 contains 39049 members 
Mstep: Class 16 contains 29521 members 
Mstep: Class 17 contains 19202 members 
Mstep: Class 18 contains 13868 members 
Mstep: Class 19 contains 28164 members 
Mstep: Class 20 contains 8153 members 
Mstep: Class 21 contains 13879 members 
Mstep: Class 22 contains 421 members 
Mstep: Class 23 contains 20536 members 
Mstep: Class 24 contains 8777 members 
Mstep: Class 25 contains 40311 members 
Mstep: Class 26 contains 10023 members 
Mstep: Class 27 contains 21402 members 
Mstep: Class 28 contains 27803 members 
Mstep: Class 29 contains 26042 members 
Mstep: Class 30 contains 149230 members 
Mstep: Class 31 contains 28198 members 
Mstep: Class 32 contains 4026 members 
Mstep: Class 33 contains 1584 members 
Mstep: Class 34 contains 2546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100246048.000000 Penalty: 75238.500000
Iteration 44Q: 35 clusters Score -1.00246e+08 nChanged 6021
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 5557 members 
Mstep: Class 2 contains 3957 members 
Mstep: Class 3 contains 11239 members 
Mstep: Class 4 contains 3168 members 
Mstep: Class 5 contains 2272 members 
Mstep: Class 6 contains 2595 members 
Mstep: Class 7 contains 80664 members 
Mstep: Class 8 contains 10349 members 
Mstep: Class 9 contains 49759 members 
Mstep: Class 10 contains 7548 members 
Mstep: Class 11 contains 21248 members 
Mstep: Class 12 contains 77958 members 
Mstep: Class 13 contains 43613 members 
Mstep: Class 14 contains 7453 members 
Mstep: Class 15 contains 38970 members 
Mstep: Class 16 contains 29824 members 
Mstep: Class 17 contains 19208 members 
Mstep: Class 18 contains 13887 members 
Mstep: Class 19 contains 28441 members 
Mstep: Class 20 contains 8139 members 
Mstep: Class 21 contains 13873 members 
Mstep: Class 22 contains 423 members 
Mstep: Class 23 contains 20553 members 
Mstep: Class 24 contains 8773 members 
Mstep: Class 25 contains 39967 members 
Mstep: Class 26 contains 10093 members 
Mstep: Class 27 contains 21547 members 
Mstep: Class 28 contains 27987 members 
Mstep: Class 29 contains 26008 members 
Mstep: Class 30 contains 149333 members 
Mstep: Class 31 contains 27867 members 
Mstep: Class 32 contains 4077 members 
Mstep: Class 33 contains 1673 members 
Mstep: Class 34 contains 2549 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100247328.000000 Penalty: 75238.500000
Iteration 45Q: 35 clusters Score -1.002473e+08 nChanged 5334
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 5648 members 
Mstep: Class 2 contains 3945 members 
Mstep: Class 3 contains 11268 members 
Mstep: Class 4 contains 3260 members 
Mstep: Class 5 contains 2313 members 
Mstep: Class 6 contains 2602 members 
Mstep: Class 7 contains 80457 members 
Mstep: Class 8 contains 10510 members 
Mstep: Class 9 contains 49278 members 
Mstep: Class 10 contains 7787 members 
Mstep: Class 11 contains 21899 members 
Mstep: Class 12 contains 77186 members 
Mstep: Class 13 contains 43267 members 
Mstep: Class 14 contains 7414 members 
Mstep: Class 15 contains 38881 members 
Mstep: Class 16 contains 30103 members 
Mstep: Class 17 contains 19220 members 
Mstep: Class 18 contains 13894 members 
Mstep: Class 19 contains 28726 members 
Mstep: Class 20 contains 8131 members 
Mstep: Class 21 contains 13871 members 
Mstep: Class 22 contains 426 members 
Mstep: Class 23 contains 20609 members 
Mstep: Class 24 contains 8770 members 
Mstep: Class 25 contains 39688 members 
Mstep: Class 26 contains 10145 members 
Mstep: Class 27 contains 21695 members 
Mstep: Class 28 contains 28191 members 
Mstep: Class 29 contains 25951 members 
Mstep: Class 30 contains 149376 members 
Mstep: Class 31 contains 27634 members 
Mstep: Class 32 contains 4127 members 
Mstep: Class 33 contains 1747 members 
Mstep: Class 34 contains 2553 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100248360.000000 Penalty: 75238.500000
Iteration 46Q: 35 clusters Score -1.002484e+08 nChanged 4909
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 5729 members 
Mstep: Class 2 contains 3951 members 
Mstep: Class 3 contains 11274 members 
Mstep: Class 4 contains 3325 members 
Mstep: Class 5 contains 2335 members 
Mstep: Class 6 contains 2606 members 
Mstep: Class 7 contains 80237 members 
Mstep: Class 8 contains 10662 members 
Mstep: Class 9 contains 48897 members 
Mstep: Class 10 contains 7976 members 
Mstep: Class 11 contains 22490 members 
Mstep: Class 12 contains 76463 members 
Mstep: Class 13 contains 42982 members 
Mstep: Class 14 contains 7397 members 
Mstep: Class 15 contains 38794 members 
Mstep: Class 16 contains 30353 members 
Mstep: Class 17 contains 19228 members 
Mstep: Class 18 contains 13915 members 
Mstep: Class 19 contains 28948 members 
Mstep: Class 20 contains 8125 members 
Mstep: Class 21 contains 13865 members 
Mstep: Class 22 contains 428 members 
Mstep: Class 23 contains 20703 members 
Mstep: Class 24 contains 8768 members 
Mstep: Class 25 contains 39477 members 
Mstep: Class 26 contains 10225 members 
Mstep: Class 27 contains 21863 members 
Mstep: Class 28 contains 28341 members 
Mstep: Class 29 contains 25866 members 
Mstep: Class 30 contains 149355 members 
Mstep: Class 31 contains 27464 members 
Mstep: Class 32 contains 4148 members 
Mstep: Class 33 contains 1827 members 
Mstep: Class 34 contains 2555 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100249168.000000 Penalty: 75238.500000
Iteration 47Q: 35 clusters Score -1.002492e+08 nChanged 4556
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 5799 members 
Mstep: Class 2 contains 3943 members 
Mstep: Class 3 contains 11311 members 
Mstep: Class 4 contains 3373 members 
Mstep: Class 5 contains 2352 members 
Mstep: Class 6 contains 2607 members 
Mstep: Class 7 contains 80030 members 
Mstep: Class 8 contains 10765 members 
Mstep: Class 9 contains 48543 members 
Mstep: Class 10 contains 8141 members 
Mstep: Class 11 contains 23033 members 
Mstep: Class 12 contains 75768 members 
Mstep: Class 13 contains 42693 members 
Mstep: Class 14 contains 7384 members 
Mstep: Class 15 contains 38699 members 
Mstep: Class 16 contains 30567 members 
Mstep: Class 17 contains 19229 members 
Mstep: Class 18 contains 13925 members 
Mstep: Class 19 contains 29197 members 
Mstep: Class 20 contains 8117 members 
Mstep: Class 21 contains 13864 members 
Mstep: Class 22 contains 429 members 
Mstep: Class 23 contains 20823 members 
Mstep: Class 24 contains 8762 members 
Mstep: Class 25 contains 39296 members 
Mstep: Class 26 contains 10315 members 
Mstep: Class 27 contains 22062 members 
Mstep: Class 28 contains 28479 members 
Mstep: Class 29 contains 25783 members 
Mstep: Class 30 contains 149328 members 
Mstep: Class 31 contains 27320 members 
Mstep: Class 32 contains 4170 members 
Mstep: Class 33 contains 1915 members 
Mstep: Class 34 contains 2550 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100250120.000000 Penalty: 75238.500000
Iteration 48Q: 35 clusters Score -1.002501e+08 nChanged 4236
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 5867 members 
Mstep: Class 2 contains 3920 members 
Mstep: Class 3 contains 11370 members 
Mstep: Class 4 contains 3408 members 
Mstep: Class 5 contains 2374 members 
Mstep: Class 6 contains 2607 members 
Mstep: Class 7 contains 79846 members 
Mstep: Class 8 contains 10841 members 
Mstep: Class 9 contains 48225 members 
Mstep: Class 10 contains 8266 members 
Mstep: Class 11 contains 23532 members 
Mstep: Class 12 contains 75118 members 
Mstep: Class 13 contains 42399 members 
Mstep: Class 14 contains 7369 members 
Mstep: Class 15 contains 38623 members 
Mstep: Class 16 contains 30754 members 
Mstep: Class 17 contains 19229 members 
Mstep: Class 18 contains 13933 members 
Mstep: Class 19 contains 29408 members 
Mstep: Class 20 contains 8093 members 
Mstep: Class 21 contains 13864 members 
Mstep: Class 22 contains 429 members 
Mstep: Class 23 contains 20918 members 
Mstep: Class 24 contains 8766 members 
Mstep: Class 25 contains 39138 members 
Mstep: Class 26 contains 10455 members 
Mstep: Class 27 contains 22284 members 
Mstep: Class 28 contains 28607 members 
Mstep: Class 29 contains 25680 members 
Mstep: Class 30 contains 149282 members 
Mstep: Class 31 contains 27224 members 
Mstep: Class 32 contains 4197 members 
Mstep: Class 33 contains 2005 members 
Mstep: Class 34 contains 2541 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100250904.000000 Penalty: 75238.500000
Iteration 49Q: 35 clusters Score -1.002509e+08 nChanged 4103
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 5928 members 
Mstep: Class 2 contains 3913 members 
Mstep: Class 3 contains 11414 members 
Mstep: Class 4 contains 3427 members 
Mstep: Class 5 contains 2393 members 
Mstep: Class 6 contains 2608 members 
Mstep: Class 7 contains 79676 members 
Mstep: Class 8 contains 10917 members 
Mstep: Class 9 contains 47960 members 
Mstep: Class 10 contains 8376 members 
Mstep: Class 11 contains 23972 members 
Mstep: Class 12 contains 74506 members 
Mstep: Class 13 contains 42052 members 
Mstep: Class 14 contains 7348 members 
Mstep: Class 15 contains 38538 members 
Mstep: Class 16 contains 30895 members 
Mstep: Class 17 contains 19231 members 
Mstep: Class 18 contains 13941 members 
Mstep: Class 19 contains 29685 members 
Mstep: Class 20 contains 8074 members 
Mstep: Class 21 contains 13864 members 
Mstep: Class 22 contains 430 members 
Mstep: Class 23 contains 21032 members 
Mstep: Class 24 contains 8768 members 
Mstep: Class 25 contains 39039 members 
Mstep: Class 26 contains 10619 members 
Mstep: Class 27 contains 22528 members 
Mstep: Class 28 contains 28703 members 
Mstep: Class 29 contains 25573 members 
Mstep: Class 30 contains 149218 members 
Mstep: Class 31 contains 27126 members 
Mstep: Class 32 contains 4213 members 
Mstep: Class 33 contains 2074 members 
Mstep: Class 34 contains 2531 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100251216.000000 Penalty: 75238.500000
Iteration 50Q: 35 clusters Score -1.002512e+08 nChanged 3901
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 5977 members 
Mstep: Class 2 contains 3908 members 
Mstep: Class 3 contains 11452 members 
Mstep: Class 4 contains 3451 members 
Mstep: Class 5 contains 2406 members 
Mstep: Class 6 contains 2611 members 
Mstep: Class 7 contains 79519 members 
Mstep: Class 8 contains 10950 members 
Mstep: Class 9 contains 47732 members 
Mstep: Class 10 contains 8477 members 
Mstep: Class 11 contains 24412 members 
Mstep: Class 12 contains 73899 members 
Mstep: Class 13 contains 41737 members 
Mstep: Class 14 contains 7338 members 
Mstep: Class 15 contains 38450 members 
Mstep: Class 16 contains 31015 members 
Mstep: Class 17 contains 19232 members 
Mstep: Class 18 contains 13940 members 
Mstep: Class 19 contains 29923 members 
Mstep: Class 20 contains 8061 members 
Mstep: Class 21 contains 13859 members 
Mstep: Class 22 contains 430 members 
Mstep: Class 23 contains 21140 members 
Mstep: Class 24 contains 8767 members 
Mstep: Class 25 contains 38942 members 
Mstep: Class 26 contains 10819 members 
Mstep: Class 27 contains 22793 members 
Mstep: Class 28 contains 28791 members 
Mstep: Class 29 contains 25469 members 
Mstep: Class 30 contains 149131 members 
Mstep: Class 31 contains 27073 members 
Mstep: Class 32 contains 4227 members 
Mstep: Class 33 contains 2126 members 
Mstep: Class 34 contains 2515 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100252144.000000 Penalty: 75238.500000
Iteration 51Q: 35 clusters Score -1.002521e+08 nChanged 3803
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 3907 members 
Mstep: Class 3 contains 11504 members 
Mstep: Class 4 contains 3462 members 
Mstep: Class 5 contains 2430 members 
Mstep: Class 6 contains 2613 members 
Mstep: Class 7 contains 79373 members 
Mstep: Class 8 contains 10956 members 
Mstep: Class 9 contains 47513 members 
Mstep: Class 10 contains 8578 members 
Mstep: Class 11 contains 24838 members 
Mstep: Class 12 contains 73312 members 
Mstep: Class 13 contains 41442 members 
Mstep: Class 14 contains 7318 members 
Mstep: Class 15 contains 38327 members 
Mstep: Class 16 contains 31103 members 
Mstep: Class 17 contains 19226 members 
Mstep: Class 18 contains 13945 members 
Mstep: Class 19 contains 30160 members 
Mstep: Class 20 contains 8045 members 
Mstep: Class 21 contains 13858 members 
Mstep: Class 22 contains 431 members 
Mstep: Class 23 contains 21254 members 
Mstep: Class 24 contains 8763 members 
Mstep: Class 25 contains 38862 members 
Mstep: Class 26 contains 11040 members 
Mstep: Class 27 contains 23056 members 
Mstep: Class 28 contains 28913 members 
Mstep: Class 29 contains 25340 members 
Mstep: Class 30 contains 149030 members 
Mstep: Class 31 contains 27033 members 
Mstep: Class 32 contains 4231 members 
Mstep: Class 33 contains 2185 members 
Mstep: Class 34 contains 2503 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100253248.000000 Penalty: 75238.500000
Iteration 52Q: 35 clusters Score -1.002532e+08 nChanged 3932
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 6059 members 
Mstep: Class 2 contains 3905 members 
Mstep: Class 3 contains 11555 members 
Mstep: Class 4 contains 3468 members 
Mstep: Class 5 contains 2451 members 
Mstep: Class 6 contains 2613 members 
Mstep: Class 7 contains 79183 members 
Mstep: Class 8 contains 10943 members 
Mstep: Class 9 contains 47331 members 
Mstep: Class 10 contains 8664 members 
Mstep: Class 11 contains 25265 members 
Mstep: Class 12 contains 72718 members 
Mstep: Class 13 contains 41130 members 
Mstep: Class 14 contains 7307 members 
Mstep: Class 15 contains 38202 members 
Mstep: Class 16 contains 31198 members 
Mstep: Class 17 contains 19215 members 
Mstep: Class 18 contains 13959 members 
Mstep: Class 19 contains 30418 members 
Mstep: Class 20 contains 8011 members 
Mstep: Class 21 contains 13859 members 
Mstep: Class 22 contains 432 members 
Mstep: Class 23 contains 21372 members 
Mstep: Class 24 contains 8764 members 
Mstep: Class 25 contains 38824 members 
Mstep: Class 26 contains 11301 members 
Mstep: Class 27 contains 23369 members 
Mstep: Class 28 contains 29052 members 
Mstep: Class 29 contains 25190 members 
Mstep: Class 30 contains 148923 members 
Mstep: Class 31 contains 26948 members 
Mstep: Class 32 contains 4224 members 
Mstep: Class 33 contains 2243 members 
Mstep: Class 34 contains 2476 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100253992.000000 Penalty: 75238.500000
Iteration 53Q: 35 clusters Score -1.00254e+08 nChanged 3824
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 6092 members 
Mstep: Class 2 contains 3907 members 
Mstep: Class 3 contains 11575 members 
Mstep: Class 4 contains 3476 members 
Mstep: Class 5 contains 2470 members 
Mstep: Class 6 contains 2615 members 
Mstep: Class 7 contains 78984 members 
Mstep: Class 8 contains 10936 members 
Mstep: Class 9 contains 47176 members 
Mstep: Class 10 contains 8737 members 
Mstep: Class 11 contains 25646 members 
Mstep: Class 12 contains 72192 members 
Mstep: Class 13 contains 40833 members 
Mstep: Class 14 contains 7297 members 
Mstep: Class 15 contains 38045 members 
Mstep: Class 16 contains 31268 members 
Mstep: Class 17 contains 19205 members 
Mstep: Class 18 contains 13964 members 
Mstep: Class 19 contains 30673 members 
Mstep: Class 20 contains 7996 members 
Mstep: Class 21 contains 13859 members 
Mstep: Class 22 contains 432 members 
Mstep: Class 23 contains 21493 members 
Mstep: Class 24 contains 8762 members 
Mstep: Class 25 contains 38781 members 
Mstep: Class 26 contains 11579 members 
Mstep: Class 27 contains 23698 members 
Mstep: Class 28 contains 29182 members 
Mstep: Class 29 contains 25029 members 
Mstep: Class 30 contains 148818 members 
Mstep: Class 31 contains 26866 members 
Mstep: Class 32 contains 4225 members 
Mstep: Class 33 contains 2309 members 
Mstep: Class 34 contains 2452 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100254936.000000 Penalty: 75238.500000
Iteration 54Q: 35 clusters Score -1.002549e+08 nChanged 3682
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 6126 members 
Mstep: Class 2 contains 3899 members 
Mstep: Class 3 contains 11610 members 
Mstep: Class 4 contains 3485 members 
Mstep: Class 5 contains 2481 members 
Mstep: Class 6 contains 2618 members 
Mstep: Class 7 contains 78793 members 
Mstep: Class 8 contains 10874 members 
Mstep: Class 9 contains 47026 members 
Mstep: Class 10 contains 8809 members 
Mstep: Class 11 contains 26038 members 
Mstep: Class 12 contains 71682 members 
Mstep: Class 13 contains 40530 members 
Mstep: Class 14 contains 7285 members 
Mstep: Class 15 contains 37911 members 
Mstep: Class 16 contains 31338 members 
Mstep: Class 17 contains 19203 members 
Mstep: Class 18 contains 13971 members 
Mstep: Class 19 contains 30902 members 
Mstep: Class 20 contains 7988 members 
Mstep: Class 21 contains 13860 members 
Mstep: Class 22 contains 432 members 
Mstep: Class 23 contains 21612 members 
Mstep: Class 24 contains 8758 members 
Mstep: Class 25 contains 38716 members 
Mstep: Class 26 contains 11905 members 
Mstep: Class 27 contains 24042 members 
Mstep: Class 28 contains 29295 members 
Mstep: Class 29 contains 24872 members 
Mstep: Class 30 contains 148713 members 
Mstep: Class 31 contains 26783 members 
Mstep: Class 32 contains 4225 members 
Mstep: Class 33 contains 2358 members 
Mstep: Class 34 contains 2432 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100255848.000000 Penalty: 75238.500000
Iteration 55Q: 35 clusters Score -1.002558e+08 nChanged 3593
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 6169 members 
Mstep: Class 2 contains 3900 members 
Mstep: Class 3 contains 11648 members 
Mstep: Class 4 contains 3492 members 
Mstep: Class 5 contains 2498 members 
Mstep: Class 6 contains 2620 members 
Mstep: Class 7 contains 78604 members 
Mstep: Class 8 contains 10838 members 
Mstep: Class 9 contains 46882 members 
Mstep: Class 10 contains 8891 members 
Mstep: Class 11 contains 26423 members 
Mstep: Class 12 contains 71185 members 
Mstep: Class 13 contains 40247 members 
Mstep: Class 14 contains 7283 members 
Mstep: Class 15 contains 37771 members 
Mstep: Class 16 contains 31397 members 
Mstep: Class 17 contains 19196 members 
Mstep: Class 18 contains 13975 members 
Mstep: Class 19 contains 31119 members 
Mstep: Class 20 contains 7967 members 
Mstep: Class 21 contains 13859 members 
Mstep: Class 22 contains 432 members 
Mstep: Class 23 contains 21726 members 
Mstep: Class 24 contains 8757 members 
Mstep: Class 25 contains 38639 members 
Mstep: Class 26 contains 12229 members 
Mstep: Class 27 contains 24350 members 
Mstep: Class 28 contains 29419 members 
Mstep: Class 29 contains 24718 members 
Mstep: Class 30 contains 148610 members 
Mstep: Class 31 contains 26702 members 
Mstep: Class 32 contains 4230 members 
Mstep: Class 33 contains 2390 members 
Mstep: Class 34 contains 2406 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100256144.000000 Penalty: 75238.500000
Iteration 56Q: 35 clusters Score -1.002561e+08 nChanged 3325
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 6208 members 
Mstep: Class 2 contains 3905 members 
Mstep: Class 3 contains 11677 members 
Mstep: Class 4 contains 3498 members 
Mstep: Class 5 contains 2510 members 
Mstep: Class 6 contains 2622 members 
Mstep: Class 7 contains 78436 members 
Mstep: Class 8 contains 10816 members 
Mstep: Class 9 contains 46741 members 
Mstep: Class 10 contains 8968 members 
Mstep: Class 11 contains 26793 members 
Mstep: Class 12 contains 70702 members 
Mstep: Class 13 contains 40039 members 
Mstep: Class 14 contains 7284 members 
Mstep: Class 15 contains 37640 members 
Mstep: Class 16 contains 31436 members 
Mstep: Class 17 contains 19195 members 
Mstep: Class 18 contains 13983 members 
Mstep: Class 19 contains 31318 members 
Mstep: Class 20 contains 7947 members 
Mstep: Class 21 contains 13856 members 
Mstep: Class 22 contains 432 members 
Mstep: Class 23 contains 21837 members 
Mstep: Class 24 contains 8757 members 
Mstep: Class 25 contains 38559 members 
Mstep: Class 26 contains 12481 members 
Mstep: Class 27 contains 24651 members 
Mstep: Class 28 contains 29530 members 
Mstep: Class 29 contains 24571 members 
Mstep: Class 30 contains 148491 members 
Mstep: Class 31 contains 26633 members 
Mstep: Class 32 contains 4234 members 
Mstep: Class 33 contains 2434 members 
Mstep: Class 34 contains 2388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100256568.000000 Penalty: 75238.500000
Iteration 57Q: 35 clusters Score -1.002566e+08 nChanged 3033
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 6237 members 
Mstep: Class 2 contains 3900 members 
Mstep: Class 3 contains 11702 members 
Mstep: Class 4 contains 3499 members 
Mstep: Class 5 contains 2521 members 
Mstep: Class 6 contains 2624 members 
Mstep: Class 7 contains 78267 members 
Mstep: Class 8 contains 10814 members 
Mstep: Class 9 contains 46605 members 
Mstep: Class 10 contains 9053 members 
Mstep: Class 11 contains 27139 members 
Mstep: Class 12 contains 70239 members 
Mstep: Class 13 contains 39798 members 
Mstep: Class 14 contains 7297 members 
Mstep: Class 15 contains 37517 members 
Mstep: Class 16 contains 31467 members 
Mstep: Class 17 contains 19190 members 
Mstep: Class 18 contains 13985 members 
Mstep: Class 19 contains 31526 members 
Mstep: Class 20 contains 7942 members 
Mstep: Class 21 contains 13853 members 
Mstep: Class 22 contains 432 members 
Mstep: Class 23 contains 21971 members 
Mstep: Class 24 contains 8759 members 
Mstep: Class 25 contains 38461 members 
Mstep: Class 26 contains 12704 members 
Mstep: Class 27 contains 24968 members 
Mstep: Class 28 contains 29638 members 
Mstep: Class 29 contains 24394 members 
Mstep: Class 30 contains 148407 members 
Mstep: Class 31 contains 26577 members 
Mstep: Class 32 contains 4246 members 
Mstep: Class 33 contains 2466 members 
Mstep: Class 34 contains 2374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100257576.000000 Penalty: 75238.500000
Iteration 58Q: 35 clusters Score -1.002576e+08 nChanged 2841
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 6272 members 
Mstep: Class 2 contains 3892 members 
Mstep: Class 3 contains 11719 members 
Mstep: Class 4 contains 3491 members 
Mstep: Class 5 contains 2537 members 
Mstep: Class 6 contains 2625 members 
Mstep: Class 7 contains 78096 members 
Mstep: Class 8 contains 10821 members 
Mstep: Class 9 contains 46445 members 
Mstep: Class 10 contains 9120 members 
Mstep: Class 11 contains 27490 members 
Mstep: Class 12 contains 69786 members 
Mstep: Class 13 contains 39604 members 
Mstep: Class 14 contains 7313 members 
Mstep: Class 15 contains 37399 members 
Mstep: Class 16 contains 31498 members 
Mstep: Class 17 contains 19188 members 
Mstep: Class 18 contains 13986 members 
Mstep: Class 19 contains 31721 members 
Mstep: Class 20 contains 7937 members 
Mstep: Class 21 contains 13851 members 
Mstep: Class 22 contains 433 members 
Mstep: Class 23 contains 22128 members 
Mstep: Class 24 contains 8761 members 
Mstep: Class 25 contains 38382 members 
Mstep: Class 26 contains 12854 members 
Mstep: Class 27 contains 25246 members 
Mstep: Class 28 contains 29754 members 
Mstep: Class 29 contains 24230 members 
Mstep: Class 30 contains 148348 members 
Mstep: Class 31 contains 26525 members 
Mstep: Class 32 contains 4251 members 
Mstep: Class 33 contains 2501 members 
Mstep: Class 34 contains 2368 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100258128.000000 Penalty: 75238.500000
Iteration 59Q: 35 clusters Score -1.002581e+08 nChanged 2643
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 6306 members 
Mstep: Class 2 contains 3888 members 
Mstep: Class 3 contains 11739 members 
Mstep: Class 4 contains 3483 members 
Mstep: Class 5 contains 2547 members 
Mstep: Class 6 contains 2625 members 
Mstep: Class 7 contains 77937 members 
Mstep: Class 8 contains 10840 members 
Mstep: Class 9 contains 46269 members 
Mstep: Class 10 contains 9199 members 
Mstep: Class 11 contains 27810 members 
Mstep: Class 12 contains 69346 members 
Mstep: Class 13 contains 39443 members 
Mstep: Class 14 contains 7325 members 
Mstep: Class 15 contains 37298 members 
Mstep: Class 16 contains 31527 members 
Mstep: Class 17 contains 19187 members 
Mstep: Class 18 contains 13986 members 
Mstep: Class 19 contains 31893 members 
Mstep: Class 20 contains 7934 members 
Mstep: Class 21 contains 13851 members 
Mstep: Class 22 contains 433 members 
Mstep: Class 23 contains 22269 members 
Mstep: Class 24 contains 8761 members 
Mstep: Class 25 contains 38303 members 
Mstep: Class 26 contains 12979 members 
Mstep: Class 27 contains 25510 members 
Mstep: Class 28 contains 29850 members 
Mstep: Class 29 contains 24091 members 
Mstep: Class 30 contains 148274 members 
Mstep: Class 31 contains 26515 members 
Mstep: Class 32 contains 4258 members 
Mstep: Class 33 contains 2530 members 
Mstep: Class 34 contains 2366 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100258936.000000 Penalty: 75238.500000
Iteration 60F: 35 clusters Score -1.002589e+08 nChanged 2863
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 6344 members 
Mstep: Class 2 contains 3876 members 
Mstep: Class 3 contains 11751 members 
Mstep: Class 4 contains 3477 members 
Mstep: Class 5 contains 2549 members 
Mstep: Class 6 contains 2626 members 
Mstep: Class 7 contains 77761 members 
Mstep: Class 8 contains 10873 members 
Mstep: Class 9 contains 46113 members 
Mstep: Class 10 contains 9479 members 
Mstep: Class 11 contains 28222 members 
Mstep: Class 12 contains 68833 members 
Mstep: Class 13 contains 39270 members 
Mstep: Class 14 contains 7339 members 
Mstep: Class 15 contains 37203 members 
Mstep: Class 16 contains 31567 members 
Mstep: Class 17 contains 19174 members 
Mstep: Class 18 contains 13989 members 
Mstep: Class 19 contains 32104 members 
Mstep: Class 20 contains 7925 members 
Mstep: Class 21 contains 13851 members 
Mstep: Class 22 contains 434 members 
Mstep: Class 23 contains 22386 members 
Mstep: Class 24 contains 8765 members 
Mstep: Class 25 contains 38217 members 
Mstep: Class 26 contains 13047 members 
Mstep: Class 27 contains 25746 members 
Mstep: Class 28 contains 29950 members 
Mstep: Class 29 contains 23952 members 
Mstep: Class 30 contains 148204 members 
Mstep: Class 31 contains 26314 members 
Mstep: Class 32 contains 4259 members 
Mstep: Class 33 contains 2615 members 
Mstep: Class 34 contains 2358 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100259672.000000 Penalty: 75238.500000
Iteration 61Q: 35 clusters Score -1.002597e+08 nChanged 3073
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 6383 members 
Mstep: Class 2 contains 3872 members 
Mstep: Class 3 contains 11767 members 
Mstep: Class 4 contains 3469 members 
Mstep: Class 5 contains 2547 members 
Mstep: Class 6 contains 2627 members 
Mstep: Class 7 contains 77576 members 
Mstep: Class 8 contains 10901 members 
Mstep: Class 9 contains 45924 members 
Mstep: Class 10 contains 9741 members 
Mstep: Class 11 contains 28738 members 
Mstep: Class 12 contains 68227 members 
Mstep: Class 13 contains 39100 members 
Mstep: Class 14 contains 7341 members 
Mstep: Class 15 contains 37114 members 
Mstep: Class 16 contains 31599 members 
Mstep: Class 17 contains 19170 members 
Mstep: Class 18 contains 13995 members 
Mstep: Class 19 contains 32311 members 
Mstep: Class 20 contains 7904 members 
Mstep: Class 21 contains 13848 members 
Mstep: Class 22 contains 434 members 
Mstep: Class 23 contains 22501 members 
Mstep: Class 24 contains 8761 members 
Mstep: Class 25 contains 38146 members 
Mstep: Class 26 contains 13110 members 
Mstep: Class 27 contains 25995 members 
Mstep: Class 28 contains 30049 members 
Mstep: Class 29 contains 23815 members 
Mstep: Class 30 contains 148140 members 
Mstep: Class 31 contains 26168 members 
Mstep: Class 32 contains 4260 members 
Mstep: Class 33 contains 2688 members 
Mstep: Class 34 contains 2352 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100260152.000000 Penalty: 75238.500000
Iteration 62Q: 35 clusters Score -1.002602e+08 nChanged 3094
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 6410 members 
Mstep: Class 2 contains 3863 members 
Mstep: Class 3 contains 11764 members 
Mstep: Class 4 contains 3468 members 
Mstep: Class 5 contains 2553 members 
Mstep: Class 6 contains 2630 members 
Mstep: Class 7 contains 77428 members 
Mstep: Class 8 contains 10950 members 
Mstep: Class 9 contains 45690 members 
Mstep: Class 10 contains 10028 members 
Mstep: Class 11 contains 29297 members 
Mstep: Class 12 contains 67574 members 
Mstep: Class 13 contains 38949 members 
Mstep: Class 14 contains 7347 members 
Mstep: Class 15 contains 37026 members 
Mstep: Class 16 contains 31630 members 
Mstep: Class 17 contains 19165 members 
Mstep: Class 18 contains 13998 members 
Mstep: Class 19 contains 32487 members 
Mstep: Class 20 contains 7870 members 
Mstep: Class 21 contains 13849 members 
Mstep: Class 22 contains 434 members 
Mstep: Class 23 contains 22620 members 
Mstep: Class 24 contains 8761 members 
Mstep: Class 25 contains 38071 members 
Mstep: Class 26 contains 13167 members 
Mstep: Class 27 contains 26198 members 
Mstep: Class 28 contains 30168 members 
Mstep: Class 29 contains 23693 members 
Mstep: Class 30 contains 148087 members 
Mstep: Class 31 contains 26027 members 
Mstep: Class 32 contains 4256 members 
Mstep: Class 33 contains 2770 members 
Mstep: Class 34 contains 2345 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100261112.000000 Penalty: 75238.500000
Iteration 63Q: 35 clusters Score -1.002611e+08 nChanged 3071
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 6444 members 
Mstep: Class 2 contains 3866 members 
Mstep: Class 3 contains 11759 members 
Mstep: Class 4 contains 3471 members 
Mstep: Class 5 contains 2560 members 
Mstep: Class 6 contains 2632 members 
Mstep: Class 7 contains 77288 members 
Mstep: Class 8 contains 10979 members 
Mstep: Class 9 contains 45487 members 
Mstep: Class 10 contains 10346 members 
Mstep: Class 11 contains 29882 members 
Mstep: Class 12 contains 66878 members 
Mstep: Class 13 contains 38818 members 
Mstep: Class 14 contains 7351 members 
Mstep: Class 15 contains 36956 members 
Mstep: Class 16 contains 31652 members 
Mstep: Class 17 contains 19161 members 
Mstep: Class 18 contains 14006 members 
Mstep: Class 19 contains 32669 members 
Mstep: Class 20 contains 7849 members 
Mstep: Class 21 contains 13848 members 
Mstep: Class 22 contains 434 members 
Mstep: Class 23 contains 22713 members 
Mstep: Class 24 contains 8757 members 
Mstep: Class 25 contains 38011 members 
Mstep: Class 26 contains 13186 members 
Mstep: Class 27 contains 26394 members 
Mstep: Class 28 contains 30278 members 
Mstep: Class 29 contains 23576 members 
Mstep: Class 30 contains 148037 members 
Mstep: Class 31 contains 25841 members 
Mstep: Class 32 contains 4258 members 
Mstep: Class 33 contains 2849 members 
Mstep: Class 34 contains 2337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100261696.000000 Penalty: 75238.500000
Iteration 64Q: 35 clusters Score -1.002617e+08 nChanged 3126
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 6481 members 
Mstep: Class 2 contains 3873 members 
Mstep: Class 3 contains 11768 members 
Mstep: Class 4 contains 3466 members 
Mstep: Class 5 contains 2566 members 
Mstep: Class 6 contains 2634 members 
Mstep: Class 7 contains 77134 members 
Mstep: Class 8 contains 11022 members 
Mstep: Class 9 contains 45250 members 
Mstep: Class 10 contains 10705 members 
Mstep: Class 11 contains 30470 members 
Mstep: Class 12 contains 66196 members 
Mstep: Class 13 contains 38727 members 
Mstep: Class 14 contains 7358 members 
Mstep: Class 15 contains 36894 members 
Mstep: Class 16 contains 31668 members 
Mstep: Class 17 contains 19149 members 
Mstep: Class 18 contains 14009 members 
Mstep: Class 19 contains 32817 members 
Mstep: Class 20 contains 7828 members 
Mstep: Class 21 contains 13847 members 
Mstep: Class 22 contains 434 members 
Mstep: Class 23 contains 22809 members 
Mstep: Class 24 contains 8753 members 
Mstep: Class 25 contains 37943 members 
Mstep: Class 26 contains 13201 members 
Mstep: Class 27 contains 26597 members 
Mstep: Class 28 contains 30381 members 
Mstep: Class 29 contains 23448 members 
Mstep: Class 30 contains 147988 members 
Mstep: Class 31 contains 25663 members 
Mstep: Class 32 contains 4253 members 
Mstep: Class 33 contains 2906 members 
Mstep: Class 34 contains 2335 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100262712.000000 Penalty: 75238.500000
Iteration 65Q: 35 clusters Score -1.002627e+08 nChanged 3090
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 6513 members 
Mstep: Class 2 contains 3867 members 
Mstep: Class 3 contains 11773 members 
Mstep: Class 4 contains 3468 members 
Mstep: Class 5 contains 2570 members 
Mstep: Class 6 contains 2639 members 
Mstep: Class 7 contains 77014 members 
Mstep: Class 8 contains 11055 members 
Mstep: Class 9 contains 45053 members 
Mstep: Class 10 contains 11049 members 
Mstep: Class 11 contains 31074 members 
Mstep: Class 12 contains 65487 members 
Mstep: Class 13 contains 38599 members 
Mstep: Class 14 contains 7370 members 
Mstep: Class 15 contains 36834 members 
Mstep: Class 16 contains 31690 members 
Mstep: Class 17 contains 19141 members 
Mstep: Class 18 contains 14014 members 
Mstep: Class 19 contains 32960 members 
Mstep: Class 20 contains 7798 members 
Mstep: Class 21 contains 13846 members 
Mstep: Class 22 contains 434 members 
Mstep: Class 23 contains 22900 members 
Mstep: Class 24 contains 8747 members 
Mstep: Class 25 contains 37871 members 
Mstep: Class 26 contains 13223 members 
Mstep: Class 27 contains 26773 members 
Mstep: Class 28 contains 30472 members 
Mstep: Class 29 contains 23324 members 
Mstep: Class 30 contains 147953 members 
Mstep: Class 31 contains 25494 members 
Mstep: Class 32 contains 4264 members 
Mstep: Class 33 contains 2973 members 
Mstep: Class 34 contains 2331 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100263856.000000 Penalty: 75238.500000
Iteration 66Q: 35 clusters Score -1.002639e+08 nChanged 2974
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 6535 members 
Mstep: Class 2 contains 3861 members 
Mstep: Class 3 contains 11784 members 
Mstep: Class 4 contains 3468 members 
Mstep: Class 5 contains 2567 members 
Mstep: Class 6 contains 2642 members 
Mstep: Class 7 contains 76901 members 
Mstep: Class 8 contains 11084 members 
Mstep: Class 9 contains 44854 members 
Mstep: Class 10 contains 11326 members 
Mstep: Class 11 contains 31697 members 
Mstep: Class 12 contains 64749 members 
Mstep: Class 13 contains 38492 members 
Mstep: Class 14 contains 7379 members 
Mstep: Class 15 contains 36787 members 
Mstep: Class 16 contains 31718 members 
Mstep: Class 17 contains 19131 members 
Mstep: Class 18 contains 14017 members 
Mstep: Class 19 contains 33090 members 
Mstep: Class 20 contains 7767 members 
Mstep: Class 21 contains 13845 members 
Mstep: Class 22 contains 434 members 
Mstep: Class 23 contains 23003 members 
Mstep: Class 24 contains 8740 members 
Mstep: Class 25 contains 37817 members 
Mstep: Class 26 contains 13257 members 
Mstep: Class 27 contains 26927 members 
Mstep: Class 28 contains 30570 members 
Mstep: Class 29 contains 23209 members 
Mstep: Class 30 contains 147908 members 
Mstep: Class 31 contains 25404 members 
Mstep: Class 32 contains 4264 members 
Mstep: Class 33 contains 3017 members 
Mstep: Class 34 contains 2329 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100264168.000000 Penalty: 75238.500000
Iteration 67Q: 35 clusters Score -1.002642e+08 nChanged 2863
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 6552 members 
Mstep: Class 2 contains 3843 members 
Mstep: Class 3 contains 11824 members 
Mstep: Class 4 contains 3469 members 
Mstep: Class 5 contains 2564 members 
Mstep: Class 6 contains 2645 members 
Mstep: Class 7 contains 76767 members 
Mstep: Class 8 contains 11124 members 
Mstep: Class 9 contains 44653 members 
Mstep: Class 10 contains 11534 members 
Mstep: Class 11 contains 32365 members 
Mstep: Class 12 contains 63963 members 
Mstep: Class 13 contains 38394 members 
Mstep: Class 14 contains 7382 members 
Mstep: Class 15 contains 36734 members 
Mstep: Class 16 contains 31734 members 
Mstep: Class 17 contains 19118 members 
Mstep: Class 18 contains 14016 members 
Mstep: Class 19 contains 33238 members 
Mstep: Class 20 contains 7740 members 
Mstep: Class 21 contains 13843 members 
Mstep: Class 22 contains 434 members 
Mstep: Class 23 contains 23115 members 
Mstep: Class 24 contains 8739 members 
Mstep: Class 25 contains 37780 members 
Mstep: Class 26 contains 13304 members 
Mstep: Class 27 contains 27074 members 
Mstep: Class 28 contains 30661 members 
Mstep: Class 29 contains 23122 members 
Mstep: Class 30 contains 147858 members 
Mstep: Class 31 contains 25349 members 
Mstep: Class 32 contains 4263 members 
Mstep: Class 33 contains 3044 members 
Mstep: Class 34 contains 2328 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100264960.000000 Penalty: 75238.500000
Iteration 68Q: 35 clusters Score -1.00265e+08 nChanged 2765
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 6575 members 
Mstep: Class 2 contains 3840 members 
Mstep: Class 3 contains 11868 members 
Mstep: Class 4 contains 3470 members 
Mstep: Class 5 contains 2570 members 
Mstep: Class 6 contains 2647 members 
Mstep: Class 7 contains 76671 members 
Mstep: Class 8 contains 11159 members 
Mstep: Class 9 contains 44441 members 
Mstep: Class 10 contains 11703 members 
Mstep: Class 11 contains 33063 members 
Mstep: Class 12 contains 63153 members 
Mstep: Class 13 contains 38317 members 
Mstep: Class 14 contains 7384 members 
Mstep: Class 15 contains 36683 members 
Mstep: Class 16 contains 31731 members 
Mstep: Class 17 contains 19110 members 
Mstep: Class 18 contains 14013 members 
Mstep: Class 19 contains 33327 members 
Mstep: Class 20 contains 7719 members 
Mstep: Class 21 contains 13843 members 
Mstep: Class 22 contains 434 members 
Mstep: Class 23 contains 23211 members 
Mstep: Class 24 contains 8733 members 
Mstep: Class 25 contains 37757 members 
Mstep: Class 26 contains 13355 members 
Mstep: Class 27 contains 27193 members 
Mstep: Class 28 contains 30750 members 
Mstep: Class 29 contains 23031 members 
Mstep: Class 30 contains 147819 members 
Mstep: Class 31 contains 25342 members 
Mstep: Class 32 contains 4268 members 
Mstep: Class 33 contains 3064 members 
Mstep: Class 34 contains 2329 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100265832.000000 Penalty: 75238.500000
Iteration 69Q: 35 clusters Score -1.002658e+08 nChanged 2571
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 6598 members 
Mstep: Class 2 contains 3832 members 
Mstep: Class 3 contains 11914 members 
Mstep: Class 4 contains 3467 members 
Mstep: Class 5 contains 2576 members 
Mstep: Class 6 contains 2650 members 
Mstep: Class 7 contains 76594 members 
Mstep: Class 8 contains 11197 members 
Mstep: Class 9 contains 44213 members 
Mstep: Class 10 contains 11842 members 
Mstep: Class 11 contains 33720 members 
Mstep: Class 12 contains 62385 members 
Mstep: Class 13 contains 38223 members 
Mstep: Class 14 contains 7383 members 
Mstep: Class 15 contains 36629 members 
Mstep: Class 16 contains 31726 members 
Mstep: Class 17 contains 19105 members 
Mstep: Class 18 contains 14011 members 
Mstep: Class 19 contains 33445 members 
Mstep: Class 20 contains 7699 members 
Mstep: Class 21 contains 13841 members 
Mstep: Class 22 contains 434 members 
Mstep: Class 23 contains 23302 members 
Mstep: Class 24 contains 8728 members 
Mstep: Class 25 contains 37743 members 
Mstep: Class 26 contains 13398 members 
Mstep: Class 27 contains 27314 members 
Mstep: Class 28 contains 30844 members 
Mstep: Class 29 contains 22939 members 
Mstep: Class 30 contains 147768 members 
Mstep: Class 31 contains 25370 members 
Mstep: Class 32 contains 4272 members 
Mstep: Class 33 contains 3084 members 
Mstep: Class 34 contains 2327 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100265992.000000 Penalty: 75238.500000
Iteration 70Q: 35 clusters Score -1.00266e+08 nChanged 2513
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 6615 members 
Mstep: Class 2 contains 3836 members 
Mstep: Class 3 contains 11969 members 
Mstep: Class 4 contains 3466 members 
Mstep: Class 5 contains 2578 members 
Mstep: Class 6 contains 2654 members 
Mstep: Class 7 contains 76536 members 
Mstep: Class 8 contains 11234 members 
Mstep: Class 9 contains 43996 members 
Mstep: Class 10 contains 11945 members 
Mstep: Class 11 contains 34343 members 
Mstep: Class 12 contains 61621 members 
Mstep: Class 13 contains 38129 members 
Mstep: Class 14 contains 7382 members 
Mstep: Class 15 contains 36575 members 
Mstep: Class 16 contains 31715 members 
Mstep: Class 17 contains 19099 members 
Mstep: Class 18 contains 14016 members 
Mstep: Class 19 contains 33535 members 
Mstep: Class 20 contains 7671 members 
Mstep: Class 21 contains 13840 members 
Mstep: Class 22 contains 435 members 
Mstep: Class 23 contains 23406 members 
Mstep: Class 24 contains 8726 members 
Mstep: Class 25 contains 37722 members 
Mstep: Class 26 contains 13440 members 
Mstep: Class 27 contains 27434 members 
Mstep: Class 28 contains 30923 members 
Mstep: Class 29 contains 22865 members 
Mstep: Class 30 contains 147731 members 
Mstep: Class 31 contains 25432 members 
Mstep: Class 32 contains 4277 members 
Mstep: Class 33 contains 3101 members 
Mstep: Class 34 contains 2326 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100266392.000000 Penalty: 75238.500000
Iteration 71Q: 35 clusters Score -1.002664e+08 nChanged 2439
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 6639 members 
Mstep: Class 2 contains 3841 members 
Mstep: Class 3 contains 12024 members 
Mstep: Class 4 contains 3461 members 
Mstep: Class 5 contains 2586 members 
Mstep: Class 6 contains 2654 members 
Mstep: Class 7 contains 76492 members 
Mstep: Class 8 contains 11253 members 
Mstep: Class 9 contains 43818 members 
Mstep: Class 10 contains 12041 members 
Mstep: Class 11 contains 34978 members 
Mstep: Class 12 contains 60837 members 
Mstep: Class 13 contains 38008 members 
Mstep: Class 14 contains 7374 members 
Mstep: Class 15 contains 36528 members 
Mstep: Class 16 contains 31706 members 
Mstep: Class 17 contains 19104 members 
Mstep: Class 18 contains 14018 members 
Mstep: Class 19 contains 33646 members 
Mstep: Class 20 contains 7644 members 
Mstep: Class 21 contains 13839 members 
Mstep: Class 22 contains 435 members 
Mstep: Class 23 contains 23504 members 
Mstep: Class 24 contains 8724 members 
Mstep: Class 25 contains 37713 members 
Mstep: Class 26 contains 13474 members 
Mstep: Class 27 contains 27558 members 
Mstep: Class 28 contains 30995 members 
Mstep: Class 29 contains 22789 members 
Mstep: Class 30 contains 147687 members 
Mstep: Class 31 contains 25466 members 
Mstep: Class 32 contains 4293 members 
Mstep: Class 33 contains 3119 members 
Mstep: Class 34 contains 2325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100267024.000000 Penalty: 75238.500000
Iteration 72Q: 35 clusters Score -1.00267e+08 nChanged 2310
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 6665 members 
Mstep: Class 2 contains 3848 members 
Mstep: Class 3 contains 12077 members 
Mstep: Class 4 contains 3460 members 
Mstep: Class 5 contains 2592 members 
Mstep: Class 6 contains 2655 members 
Mstep: Class 7 contains 76466 members 
Mstep: Class 8 contains 11277 members 
Mstep: Class 9 contains 43630 members 
Mstep: Class 10 contains 12120 members 
Mstep: Class 11 contains 35558 members 
Mstep: Class 12 contains 60133 members 
Mstep: Class 13 contains 37897 members 
Mstep: Class 14 contains 7367 members 
Mstep: Class 15 contains 36477 members 
Mstep: Class 16 contains 31701 members 
Mstep: Class 17 contains 19102 members 
Mstep: Class 18 contains 14027 members 
Mstep: Class 19 contains 33738 members 
Mstep: Class 20 contains 7635 members 
Mstep: Class 21 contains 13839 members 
Mstep: Class 22 contains 435 members 
Mstep: Class 23 contains 23606 members 
Mstep: Class 24 contains 8721 members 
Mstep: Class 25 contains 37708 members 
Mstep: Class 26 contains 13495 members 
Mstep: Class 27 contains 27655 members 
Mstep: Class 28 contains 31058 members 
Mstep: Class 29 contains 22718 members 
Mstep: Class 30 contains 147640 members 
Mstep: Class 31 contains 25512 members 
Mstep: Class 32 contains 4304 members 
Mstep: Class 33 contains 3131 members 
Mstep: Class 34 contains 2326 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100267280.000000 Penalty: 75238.500000
Iteration 73Q: 35 clusters Score -1.002673e+08 nChanged 2182
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 6679 members 
Mstep: Class 2 contains 3841 members 
Mstep: Class 3 contains 12131 members 
Mstep: Class 4 contains 3460 members 
Mstep: Class 5 contains 2593 members 
Mstep: Class 6 contains 2655 members 
Mstep: Class 7 contains 76450 members 
Mstep: Class 8 contains 11298 members 
Mstep: Class 9 contains 43438 members 
Mstep: Class 10 contains 12187 members 
Mstep: Class 11 contains 36131 members 
Mstep: Class 12 contains 59472 members 
Mstep: Class 13 contains 37794 members 
Mstep: Class 14 contains 7362 members 
Mstep: Class 15 contains 36430 members 
Mstep: Class 16 contains 31696 members 
Mstep: Class 17 contains 19104 members 
Mstep: Class 18 contains 14033 members 
Mstep: Class 19 contains 33772 members 
Mstep: Class 20 contains 7632 members 
Mstep: Class 21 contains 13839 members 
Mstep: Class 22 contains 435 members 
Mstep: Class 23 contains 23711 members 
Mstep: Class 24 contains 8719 members 
Mstep: Class 25 contains 37717 members 
Mstep: Class 26 contains 13513 members 
Mstep: Class 27 contains 27730 members 
Mstep: Class 28 contains 31137 members 
Mstep: Class 29 contains 22662 members 
Mstep: Class 30 contains 147593 members 
Mstep: Class 31 contains 25561 members 
Mstep: Class 32 contains 4315 members 
Mstep: Class 33 contains 3158 members 
Mstep: Class 34 contains 2325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100267560.000000 Penalty: 75238.500000
Iteration 74Q: 35 clusters Score -1.002676e+08 nChanged 2045
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 6703 members 
Mstep: Class 2 contains 3835 members 
Mstep: Class 3 contains 12193 members 
Mstep: Class 4 contains 3455 members 
Mstep: Class 5 contains 2601 members 
Mstep: Class 6 contains 2656 members 
Mstep: Class 7 contains 76453 members 
Mstep: Class 8 contains 11321 members 
Mstep: Class 9 contains 43284 members 
Mstep: Class 10 contains 12233 members 
Mstep: Class 11 contains 36635 members 
Mstep: Class 12 contains 58837 members 
Mstep: Class 13 contains 37710 members 
Mstep: Class 14 contains 7360 members 
Mstep: Class 15 contains 36372 members 
Mstep: Class 16 contains 31686 members 
Mstep: Class 17 contains 19111 members 
Mstep: Class 18 contains 14037 members 
Mstep: Class 19 contains 33803 members 
Mstep: Class 20 contains 7627 members 
Mstep: Class 21 contains 13839 members 
Mstep: Class 22 contains 435 members 
Mstep: Class 23 contains 23819 members 
Mstep: Class 24 contains 8720 members 
Mstep: Class 25 contains 37727 members 
Mstep: Class 26 contains 13527 members 
Mstep: Class 27 contains 27792 members 
Mstep: Class 28 contains 31217 members 
Mstep: Class 29 contains 22603 members 
Mstep: Class 30 contains 147548 members 
Mstep: Class 31 contains 25603 members 
Mstep: Class 32 contains 4321 members 
Mstep: Class 33 contains 3187 members 
Mstep: Class 34 contains 2323 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100268208.000000 Penalty: 75238.500000
Iteration 75Q: 35 clusters Score -1.002682e+08 nChanged 1967
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 6718 members 
Mstep: Class 2 contains 3831 members 
Mstep: Class 3 contains 12257 members 
Mstep: Class 4 contains 3449 members 
Mstep: Class 5 contains 2607 members 
Mstep: Class 6 contains 2659 members 
Mstep: Class 7 contains 76469 members 
Mstep: Class 8 contains 11346 members 
Mstep: Class 9 contains 43146 members 
Mstep: Class 10 contains 12279 members 
Mstep: Class 11 contains 37128 members 
Mstep: Class 12 contains 58216 members 
Mstep: Class 13 contains 37622 members 
Mstep: Class 14 contains 7352 members 
Mstep: Class 15 contains 36328 members 
Mstep: Class 16 contains 31671 members 
Mstep: Class 17 contains 19119 members 
Mstep: Class 18 contains 14039 members 
Mstep: Class 19 contains 33805 members 
Mstep: Class 20 contains 7621 members 
Mstep: Class 21 contains 13838 members 
Mstep: Class 22 contains 435 members 
Mstep: Class 23 contains 23921 members 
Mstep: Class 24 contains 8717 members 
Mstep: Class 25 contains 37739 members 
Mstep: Class 26 contains 13546 members 
Mstep: Class 27 contains 27842 members 
Mstep: Class 28 contains 31300 members 
Mstep: Class 29 contains 22547 members 
Mstep: Class 30 contains 147507 members 
Mstep: Class 31 contains 25652 members 
Mstep: Class 32 contains 4330 members 
Mstep: Class 33 contains 3214 members 
Mstep: Class 34 contains 2323 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100268480.000000 Penalty: 75238.500000
Iteration 76Q: 35 clusters Score -1.002685e+08 nChanged 1891
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 6737 members 
Mstep: Class 2 contains 3827 members 
Mstep: Class 3 contains 12315 members 
Mstep: Class 4 contains 3446 members 
Mstep: Class 5 contains 2606 members 
Mstep: Class 6 contains 2663 members 
Mstep: Class 7 contains 76470 members 
Mstep: Class 8 contains 11393 members 
Mstep: Class 9 contains 43011 members 
Mstep: Class 10 contains 12337 members 
Mstep: Class 11 contains 37567 members 
Mstep: Class 12 contains 57644 members 
Mstep: Class 13 contains 37527 members 
Mstep: Class 14 contains 7354 members 
Mstep: Class 15 contains 36264 members 
Mstep: Class 16 contains 31654 members 
Mstep: Class 17 contains 19117 members 
Mstep: Class 18 contains 14038 members 
Mstep: Class 19 contains 33789 members 
Mstep: Class 20 contains 7610 members 
Mstep: Class 21 contains 13839 members 
Mstep: Class 22 contains 435 members 
Mstep: Class 23 contains 24046 members 
Mstep: Class 24 contains 8712 members 
Mstep: Class 25 contains 37749 members 
Mstep: Class 26 contains 13551 members 
Mstep: Class 27 contains 27892 members 
Mstep: Class 28 contains 31365 members 
Mstep: Class 29 contains 22500 members 
Mstep: Class 30 contains 147483 members 
Mstep: Class 31 contains 25719 members 
Mstep: Class 32 contains 4340 members 
Mstep: Class 33 contains 3251 members 
Mstep: Class 34 contains 2322 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100268864.000000 Penalty: 75238.500000
Iteration 77Q: 35 clusters Score -1.002689e+08 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 6762 members 
Mstep: Class 2 contains 3818 members 
Mstep: Class 3 contains 12380 members 
Mstep: Class 4 contains 3442 members 
Mstep: Class 5 contains 2605 members 
Mstep: Class 6 contains 2666 members 
Mstep: Class 7 contains 76483 members 
Mstep: Class 8 contains 11447 members 
Mstep: Class 9 contains 42880 members 
Mstep: Class 10 contains 12394 members 
Mstep: Class 11 contains 37995 members 
Mstep: Class 12 contains 57096 members 
Mstep: Class 13 contains 37440 members 
Mstep: Class 14 contains 7355 members 
Mstep: Class 15 contains 36197 members 
Mstep: Class 16 contains 31639 members 
Mstep: Class 17 contains 19118 members 
Mstep: Class 18 contains 14037 members 
Mstep: Class 19 contains 33766 members 
Mstep: Class 20 contains 7612 members 
Mstep: Class 21 contains 13838 members 
Mstep: Class 22 contains 435 members 
Mstep: Class 23 contains 24156 members 
Mstep: Class 24 contains 8707 members 
Mstep: Class 25 contains 37756 members 
Mstep: Class 26 contains 13545 members 
Mstep: Class 27 contains 27950 members 
Mstep: Class 28 contains 31423 members 
Mstep: Class 29 contains 22456 members 
Mstep: Class 30 contains 147461 members 
Mstep: Class 31 contains 25761 members 
Mstep: Class 32 contains 4345 members 
Mstep: Class 33 contains 3289 members 
Mstep: Class 34 contains 2319 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100269424.000000 Penalty: 75238.500000
Iteration 78Q: 35 clusters Score -1.002694e+08 nChanged 1782
Entering ConstructFrom: 
Score: -100269424.000000 Penalty: 75238.500000
Entering ConstructFrom: 
Trying to split cluster 1 (6784 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6784 members 
Entering Unmasked Estep 
Score: -832653.250000 Penalty: 1433.627319
	Iteration 0F: 2 clusters Score -832653.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -827620.625000 Penalty: 2867.254639
	Iteration 0F: 3 clusters Score -827620.6 nChanged 2765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -829565.750000 Penalty: 2867.254639
	Iteration 1F: 3 clusters Score -829565.8 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -830111.562500 Penalty: 2867.254639
	Iteration 2F: 3 clusters Score -830111.6 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -830689.687500 Penalty: 2867.254639
	Iteration 3F: 3 clusters Score -830689.7 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -831376.687500 Penalty: 2867.254639
	Iteration 4F: 3 clusters Score -831376.7 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -832210.375000 Penalty: 2867.254639
	Iteration 5F: 3 clusters Score -832210.4 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -833215.750000 Penalty: 2867.254639
	Iteration 6F: 3 clusters Score -833215.8 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -833906.500000 Penalty: 2867.254639
	Iteration 7F: 3 clusters Score -833906.5 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -834195.250000 Penalty: 2867.254639
	Iteration 8Q: 3 clusters Score -834195.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -834318.812500 Penalty: 2867.254639
	Iteration 9Q: 3 clusters Score -834318.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -834370.500000 Penalty: 2867.254639
	Iteration 10Q: 3 clusters Score -834370.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -834406.250000 Penalty: 2867.254639
	Iteration 11Q: 3 clusters Score -834406.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -834444.250000 Penalty: 2867.254639
	Iteration 12Q: 3 clusters Score -834444.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -834470.437500 Penalty: 2867.254639
	Iteration 13Q: 3 clusters Score -834470.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -834484.625000 Penalty: 2867.254639
	Iteration 14Q: 3 clusters Score -834484.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -834496.562500 Penalty: 2867.254639
	Iteration 15Q: 3 clusters Score -834496.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -834509.250000 Penalty: 2867.254639
	Iteration 16Q: 3 clusters Score -834509.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -834518.937500 Penalty: 2867.254639
	Iteration 17Q: 3 clusters Score -834518.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -834523.687500 Penalty: 2867.254639
	Iteration 18Q: 3 clusters Score -834523.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -834529.125000 Penalty: 2867.254639
	Iteration 19Q: 3 clusters Score -834529.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -834532.312500 Penalty: 2867.254639
	Iteration 20F: 3 clusters Score -834532.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -834536.500000 Penalty: 2867.254639
	Iteration 21Q: 3 clusters Score -834536.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -834537.625000 Penalty: 2867.254639
	Iteration 22Q: 3 clusters Score -834537.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -834541.562500 Penalty: 2867.254639
	Iteration 23Q: 3 clusters Score -834541.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -834544.375000 Penalty: 2867.254639
	Iteration 24Q: 3 clusters Score -834544.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -834546.062500 Penalty: 2867.254639
	Iteration 25Q: 3 clusters Score -834546.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -834548.625000 Penalty: 2867.254639
	Iteration 26Q: 3 clusters Score -834548.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -834549.687500 Penalty: 2867.254639
	Iteration 27Q: 3 clusters Score -834549.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -834548.812500 Penalty: 2867.254639
	Iteration 28Q: 3 clusters Score -834548.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -834548.937500 Penalty: 2867.254639
	Iteration 29Q: 3 clusters Score -834548.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -834552.500000 Penalty: 2867.254639
	Iteration 30Q: 3 clusters Score -834552.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -834552.750000 Penalty: 2867.254639
	Iteration 31Q: 3 clusters Score -834552.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -834553.812500 Penalty: 2867.254639
	Iteration 32Q: 3 clusters Score -834553.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -834554.625000 Penalty: 2867.254639
	Iteration 33Q: 3 clusters Score -834554.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -834554.687500 Penalty: 2867.254639
	Iteration 34Q: 3 clusters Score -834554.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -834554.500000 Penalty: 2867.254639
	Iteration 35Q: 3 clusters Score -834554.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -834554.500000 Penalty: 2867.254639
	Iteration 36F: 3 clusters Score -834554.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 3813 members 
Mstep: Class 3 contains 12455 members 
Mstep: Class 4 contains 3437 members 
Mstep: Class 5 contains 2607 members 
Mstep: Class 6 contains 2667 members 
Mstep: Class 7 contains 76497 members 
Mstep: Class 8 contains 11481 members 
Mstep: Class 9 contains 42763 members 
Mstep: Class 10 contains 12451 members 
Mstep: Class 11 contains 38382 members 
Mstep: Class 12 contains 56572 members 
Mstep: Class 13 contains 37378 members 
Mstep: Class 14 contains 7352 members 
Mstep: Class 15 contains 36157 members 
Mstep: Class 16 contains 31625 members 
Mstep: Class 17 contains 19114 members 
Mstep: Class 18 contains 14039 members 
Mstep: Class 19 contains 33735 members 
Mstep: Class 20 contains 7609 members 
Mstep: Class 21 contains 13837 members 
Mstep: Class 22 contains 435 members 
Mstep: Class 23 contains 24256 members 
Mstep: Class 24 contains 8708 members 
Mstep: Class 25 contains 37755 members 
Mstep: Class 26 contains 13551 members 
Mstep: Class 27 contains 28008 members 
Mstep: Class 28 contains 31471 members 
Mstep: Class 29 contains 22418 members 
Mstep: Class 30 contains 147440 members 
Mstep: Class 31 contains 25779 members 
Mstep: Class 32 contains 4357 members 
Mstep: Class 33 contains 3320 members 
Mstep: Class 34 contains 2320 members 
Mstep: Class 35 contains 4170 members 
Entering Unmasked Estep 
Score: -100270488.000000 Penalty: 77451.398438
Splitting cluster 1 changes total score from -100269424.000000 to -100270488.000000
So it's getting split into cluster 35.
Entering ConstructFrom: 
Trying to split cluster 2 (3813 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Entering Unmasked Estep 
Score: -463883.625000 Penalty: 1340.002930
	Iteration 0F: 2 clusters Score -463883.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -460682.937500 Penalty: 2680.005859
	Iteration 0F: 3 clusters Score -460682.9 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -461649.968750 Penalty: 2680.005859
	Iteration 1F: 3 clusters Score -461650 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -461956.906250 Penalty: 2680.005859
	Iteration 2F: 3 clusters Score -461956.9 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -462304.468750 Penalty: 2680.005859
	Iteration 3F: 3 clusters Score -462304.5 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -462590.593750 Penalty: 2680.005859
	Iteration 4F: 3 clusters Score -462590.6 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -462791.750000 Penalty: 2680.005859
	Iteration 5F: 3 clusters Score -462791.8 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -462999.031250 Penalty: 2680.005859
	Iteration 6F: 3 clusters Score -462999 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -463160.562500 Penalty: 2680.005859
	Iteration 7Q: 3 clusters Score -463160.6 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -463286.750000 Penalty: 2680.005859
	Iteration 8Q: 3 clusters Score -463286.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -463383.125000 Penalty: 2680.005859
	Iteration 9Q: 3 clusters Score -463383.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -463462.843750 Penalty: 2680.005859
	Iteration 10Q: 3 clusters Score -463462.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -463546.625000 Penalty: 2680.005859
	Iteration 11Q: 3 clusters Score -463546.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -463627.156250 Penalty: 2680.005859
	Iteration 12Q: 3 clusters Score -463627.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -463696.218750 Penalty: 2680.005859
	Iteration 13Q: 3 clusters Score -463696.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -463734.937500 Penalty: 2680.005859
	Iteration 14Q: 3 clusters Score -463734.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -463757.281250 Penalty: 2680.005859
	Iteration 15Q: 3 clusters Score -463757.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -463784.062500 Penalty: 2680.005859
	Iteration 16Q: 3 clusters Score -463784.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -463806.500000 Penalty: 2680.005859
	Iteration 17Q: 3 clusters Score -463806.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -463824.156250 Penalty: 2680.005859
	Iteration 18Q: 3 clusters Score -463824.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -463837.687500 Penalty: 2680.005859
	Iteration 19Q: 3 clusters Score -463837.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -463847.218750 Penalty: 2680.005859
	Iteration 20F: 3 clusters Score -463847.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -463859.156250 Penalty: 2680.005859
	Iteration 21Q: 3 clusters Score -463859.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -463873.781250 Penalty: 2680.005859
	Iteration 22Q: 3 clusters Score -463873.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -463889.750000 Penalty: 2680.005859
	Iteration 23Q: 3 clusters Score -463889.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -463911.312500 Penalty: 2680.005859
	Iteration 24Q: 3 clusters Score -463911.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -463954.937500 Penalty: 2680.005859
	Iteration 25Q: 3 clusters Score -463954.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -463990.093750 Penalty: 2680.005859
	Iteration 26Q: 3 clusters Score -463990.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -464009.593750 Penalty: 2680.005859
	Iteration 27Q: 3 clusters Score -464009.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -464019.781250 Penalty: 2680.005859
	Iteration 28Q: 3 clusters Score -464019.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -464029.250000 Penalty: 2680.005859
	Iteration 29Q: 3 clusters Score -464029.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -464038.281250 Penalty: 2680.005859
	Iteration 30Q: 3 clusters Score -464038.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -464047.187500 Penalty: 2680.005859
	Iteration 31Q: 3 clusters Score -464047.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -464055.156250 Penalty: 2680.005859
	Iteration 32Q: 3 clusters Score -464055.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -464061.625000 Penalty: 2680.005859
	Iteration 33Q: 3 clusters Score -464061.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -464065.187500 Penalty: 2680.005859
	Iteration 34Q: 3 clusters Score -464065.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -464067.843750 Penalty: 2680.005859
	Iteration 35Q: 3 clusters Score -464067.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -464070.093750 Penalty: 2680.005859
	Iteration 36Q: 3 clusters Score -464070.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -464070.437500 Penalty: 2680.005859
	Iteration 37Q: 3 clusters Score -464070.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -464071.093750 Penalty: 2680.005859
	Iteration 38Q: 3 clusters Score -464071.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -464072.406250 Penalty: 2680.005859
	Iteration 39Q: 3 clusters Score -464072.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -464073.406250 Penalty: 2680.005859
	Iteration 40F: 3 clusters Score -464073.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -464073.312500 Penalty: 2680.005859
	Iteration 41Q: 3 clusters Score -464073.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -464073.312500 Penalty: 2680.005859
	Iteration 42F: 3 clusters Score -464073.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 1403 members 
Mstep: Class 3 contains 12455 members 
Mstep: Class 4 contains 3437 members 
Mstep: Class 5 contains 2607 members 
Mstep: Class 6 contains 2667 members 
Mstep: Class 7 contains 76497 members 
Mstep: Class 8 contains 11481 members 
Mstep: Class 9 contains 42763 members 
Mstep: Class 10 contains 12451 members 
Mstep: Class 11 contains 38382 members 
Mstep: Class 12 contains 56572 members 
Mstep: Class 13 contains 37378 members 
Mstep: Class 14 contains 7352 members 
Mstep: Class 15 contains 36157 members 
Mstep: Class 16 contains 31625 members 
Mstep: Class 17 contains 19114 members 
Mstep: Class 18 contains 14039 members 
Mstep: Class 19 contains 33735 members 
Mstep: Class 20 contains 7609 members 
Mstep: Class 21 contains 13837 members 
Mstep: Class 22 contains 435 members 
Mstep: Class 23 contains 24256 members 
Mstep: Class 24 contains 8708 members 
Mstep: Class 25 contains 37755 members 
Mstep: Class 26 contains 13551 members 
Mstep: Class 27 contains 28008 members 
Mstep: Class 28 contains 31471 members 
Mstep: Class 29 contains 22418 members 
Mstep: Class 30 contains 147440 members 
Mstep: Class 31 contains 25779 members 
Mstep: Class 32 contains 4357 members 
Mstep: Class 33 contains 3320 members 
Mstep: Class 34 contains 2320 members 
Mstep: Class 35 contains 4170 members 
Mstep: Class 36 contains 2410 members 
Entering Unmasked Estep 
Score: -100269848.000000 Penalty: 79664.296875
Splitting cluster 2 changes total score from -100269424.000000 to -100269848.000000
So it's getting split into cluster 36.
Entering ConstructFrom: 
Trying to split cluster 3 (12455 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12455 members 
Entering Unmasked Estep 
Score: -1452597.875000 Penalty: 1532.355103
	Iteration 0F: 2 clusters Score -1452598 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6238 members 
Mstep: Class 2 contains 6217 members 
Entering Unmasked Estep 
Score: -1443856.375000 Penalty: 3064.710205
	Iteration 0F: 3 clusters Score -1443856 nChanged 5508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6180 members 
Mstep: Class 2 contains 6275 members 
Entering Unmasked Estep 
Score: -1447191.625000 Penalty: 3064.710205
	Iteration 1F: 3 clusters Score -1447192 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6202 members 
Mstep: Class 2 contains 6253 members 
Entering Unmasked Estep 
Score: -1447979.375000 Penalty: 3064.710205
	Iteration 2F: 3 clusters Score -1447979 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6290 members 
Mstep: Class 2 contains 6165 members 
Entering Unmasked Estep 
Score: -1448738.625000 Penalty: 3064.710205
	Iteration 3F: 3 clusters Score -1448739 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6417 members 
Mstep: Class 2 contains 6038 members 
Entering Unmasked Estep 
Score: -1449347.125000 Penalty: 3064.710205
	Iteration 4F: 3 clusters Score -1449347 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6555 members 
Mstep: Class 2 contains 5900 members 
Entering Unmasked Estep 
Score: -1449873.625000 Penalty: 3064.710205
	Iteration 5F: 3 clusters Score -1449874 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6697 members 
Mstep: Class 2 contains 5758 members 
Entering Unmasked Estep 
Score: -1450321.875000 Penalty: 3064.710205
	Iteration 6F: 3 clusters Score -1450322 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6827 members 
Mstep: Class 2 contains 5628 members 
Entering Unmasked Estep 
Score: -1450668.125000 Penalty: 3064.710205
	Iteration 7Q: 3 clusters Score -1450668 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6917 members 
Mstep: Class 2 contains 5538 members 
Entering Unmasked Estep 
Score: -1450952.000000 Penalty: 3064.710205
	Iteration 8Q: 3 clusters Score -1450952 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7009 members 
Mstep: Class 2 contains 5446 members 
Entering Unmasked Estep 
Score: -1451206.250000 Penalty: 3064.710205
	Iteration 9Q: 3 clusters Score -1451206 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7069 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
Score: -1451389.750000 Penalty: 3064.710205
	Iteration 10Q: 3 clusters Score -1451390 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7119 members 
Mstep: Class 2 contains 5336 members 
Entering Unmasked Estep 
Score: -1451543.750000 Penalty: 3064.710205
	Iteration 11Q: 3 clusters Score -1451544 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7224 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -1451670.500000 Penalty: 3064.710205
	Iteration 12Q: 3 clusters Score -1451670 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7378 members 
Mstep: Class 2 contains 5077 members 
Entering Unmasked Estep 
Score: -1451805.375000 Penalty: 3064.710205
	Iteration 13Q: 3 clusters Score -1451805 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7554 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -1451940.000000 Penalty: 3064.710205
	Iteration 14Q: 3 clusters Score -1451940 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7739 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -1452089.250000 Penalty: 3064.710205
	Iteration 15Q: 3 clusters Score -1452089 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7929 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -1452251.375000 Penalty: 3064.710205
	Iteration 16Q: 3 clusters Score -1452251 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8138 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -1452436.125000 Penalty: 3064.710205
	Iteration 17Q: 3 clusters Score -1452436 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8359 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -1452616.375000 Penalty: 3064.710205
	Iteration 18Q: 3 clusters Score -1452616 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8553 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -1452766.750000 Penalty: 3064.710205
	Iteration 19Q: 3 clusters Score -1452767 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8748 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -1452938.250000 Penalty: 3064.710205
	Iteration 20F: 3 clusters Score -1452938 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8922 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -1453071.000000 Penalty: 3064.710205
	Iteration 21Q: 3 clusters Score -1453071 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9064 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -1453169.500000 Penalty: 3064.710205
	Iteration 22Q: 3 clusters Score -1453170 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9182 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -1453234.000000 Penalty: 3064.710205
	Iteration 23Q: 3 clusters Score -1453234 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9281 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -1453282.625000 Penalty: 3064.710205
	Iteration 24Q: 3 clusters Score -1453283 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9357 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -1453310.750000 Penalty: 3064.710205
	Iteration 25Q: 3 clusters Score -1453311 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9427 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -1453341.000000 Penalty: 3064.710205
	Iteration 26Q: 3 clusters Score -1453341 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9475 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -1453353.250000 Penalty: 3064.710205
	Iteration 27Q: 3 clusters Score -1453353 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9517 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -1453368.625000 Penalty: 3064.710205
	Iteration 28Q: 3 clusters Score -1453369 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9562 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -1453378.125000 Penalty: 3064.710205
	Iteration 29Q: 3 clusters Score -1453378 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9602 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -1453391.625000 Penalty: 3064.710205
	Iteration 30Q: 3 clusters Score -1453392 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9640 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -1453409.375000 Penalty: 3064.710205
	Iteration 31Q: 3 clusters Score -1453409 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9668 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -1453414.125000 Penalty: 3064.710205
	Iteration 32Q: 3 clusters Score -1453414 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9700 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -1453425.875000 Penalty: 3064.710205
	Iteration 33Q: 3 clusters Score -1453426 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9741 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -1453441.375000 Penalty: 3064.710205
	Iteration 34Q: 3 clusters Score -1453441 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9783 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -1453469.750000 Penalty: 3064.710205
	Iteration 35Q: 3 clusters Score -1453470 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9828 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -1453498.000000 Penalty: 3064.710205
	Iteration 36Q: 3 clusters Score -1453498 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9870 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -1453524.250000 Penalty: 3064.710205
	Iteration 37Q: 3 clusters Score -1453524 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9923 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -1453573.500000 Penalty: 3064.710205
	Iteration 38Q: 3 clusters Score -1453574 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9986 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -1453638.875000 Penalty: 3064.710205
	Iteration 39Q: 3 clusters Score -1453639 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10064 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -1453722.625000 Penalty: 3064.710205
	Iteration 40F: 3 clusters Score -1453723 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10124 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -1453776.500000 Penalty: 3064.710205
	Iteration 41Q: 3 clusters Score -1453776 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10170 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -1453805.875000 Penalty: 3064.710205
	Iteration 42Q: 3 clusters Score -1453806 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10203 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -1453814.750000 Penalty: 3064.710205
	Iteration 43Q: 3 clusters Score -1453815 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10218 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -1453817.250000 Penalty: 3064.710205
	Iteration 44Q: 3 clusters Score -1453817 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10227 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -1453822.125000 Penalty: 3064.710205
	Iteration 45Q: 3 clusters Score -1453822 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10233 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -1453824.000000 Penalty: 3064.710205
	Iteration 46Q: 3 clusters Score -1453824 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10238 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -1453823.125000 Penalty: 3064.710205
	Iteration 47Q: 3 clusters Score -1453823 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10241 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -1453827.125000 Penalty: 3064.710205
	Iteration 48Q: 3 clusters Score -1453827 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10242 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -1453826.000000 Penalty: 3064.710205
	Iteration 49Q: 3 clusters Score -1453826 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10242 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -1453826.000000 Penalty: 3064.710205
	Iteration 50F: 3 clusters Score -1453826 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 1403 members 
Mstep: Class 3 contains 10242 members 
Mstep: Class 4 contains 3437 members 
Mstep: Class 5 contains 2607 members 
Mstep: Class 6 contains 2667 members 
Mstep: Class 7 contains 76497 members 
Mstep: Class 8 contains 11481 members 
Mstep: Class 9 contains 42763 members 
Mstep: Class 10 contains 12451 members 
Mstep: Class 11 contains 38382 members 
Mstep: Class 12 contains 56572 members 
Mstep: Class 13 contains 37378 members 
Mstep: Class 14 contains 7352 members 
Mstep: Class 15 contains 36157 members 
Mstep: Class 16 contains 31625 members 
Mstep: Class 17 contains 19114 members 
Mstep: Class 18 contains 14039 members 
Mstep: Class 19 contains 33735 members 
Mstep: Class 20 contains 7609 members 
Mstep: Class 21 contains 13837 members 
Mstep: Class 22 contains 435 members 
Mstep: Class 23 contains 24256 members 
Mstep: Class 24 contains 8708 members 
Mstep: Class 25 contains 37755 members 
Mstep: Class 26 contains 13551 members 
Mstep: Class 27 contains 28008 members 
Mstep: Class 28 contains 31471 members 
Mstep: Class 29 contains 22418 members 
Mstep: Class 30 contains 147440 members 
Mstep: Class 31 contains 25779 members 
Mstep: Class 32 contains 4357 members 
Mstep: Class 33 contains 3320 members 
Mstep: Class 34 contains 2320 members 
Mstep: Class 35 contains 4170 members 
Mstep: Class 36 contains 2410 members 
Mstep: Class 37 contains 2213 members 
Entering Unmasked Estep 
Score: -100270544.000000 Penalty: 81877.195312
Splitting cluster 3 changes total score from -100269424.000000 to -100270544.000000
So it's getting split into cluster 37.
Entering ConstructFrom: 
Trying to split cluster 4 (3437 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Entering Unmasked Estep 
Score: -404095.937500 Penalty: 1323.132568
	Iteration 0F: 2 clusters Score -404095.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -401223.968750 Penalty: 2646.265137
	Iteration 0F: 3 clusters Score -401224 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -402047.687500 Penalty: 2646.265137
	Iteration 1F: 3 clusters Score -402047.7 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -402376.625000 Penalty: 2646.265137
	Iteration 2F: 3 clusters Score -402376.6 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -402692.437500 Penalty: 2646.265137
	Iteration 3F: 3 clusters Score -402692.4 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -402977.875000 Penalty: 2646.265137
	Iteration 4F: 3 clusters Score -402977.9 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -403183.906250 Penalty: 2646.265137
	Iteration 5F: 3 clusters Score -403183.9 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -403291.125000 Penalty: 2646.265137
	Iteration 6Q: 3 clusters Score -403291.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -403371.562500 Penalty: 2646.265137
	Iteration 7Q: 3 clusters Score -403371.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -403456.968750 Penalty: 2646.265137
	Iteration 8Q: 3 clusters Score -403457 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -403572.187500 Penalty: 2646.265137
	Iteration 9Q: 3 clusters Score -403572.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -403772.312500 Penalty: 2646.265137
	Iteration 10Q: 3 clusters Score -403772.3 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -404016.062500 Penalty: 2646.265137
	Iteration 11Q: 3 clusters Score -404016.1 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -404161.843750 Penalty: 2646.265137
	Iteration 12Q: 3 clusters Score -404161.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -404240.531250 Penalty: 2646.265137
	Iteration 13Q: 3 clusters Score -404240.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -404287.000000 Penalty: 2646.265137
	Iteration 14Q: 3 clusters Score -404287 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -404325.750000 Penalty: 2646.265137
	Iteration 15Q: 3 clusters Score -404325.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -404356.062500 Penalty: 2646.265137
	Iteration 16Q: 3 clusters Score -404356.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -404374.718750 Penalty: 2646.265137
	Iteration 17Q: 3 clusters Score -404374.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -404388.375000 Penalty: 2646.265137
	Iteration 18Q: 3 clusters Score -404388.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -404402.781250 Penalty: 2646.265137
	Iteration 19Q: 3 clusters Score -404402.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -404416.812500 Penalty: 2646.265137
	Iteration 20F: 3 clusters Score -404416.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -404428.937500 Penalty: 2646.265137
	Iteration 21Q: 3 clusters Score -404428.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -404436.375000 Penalty: 2646.265137
	Iteration 22Q: 3 clusters Score -404436.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -404442.187500 Penalty: 2646.265137
	Iteration 23Q: 3 clusters Score -404442.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -404448.687500 Penalty: 2646.265137
	Iteration 24Q: 3 clusters Score -404448.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -404453.656250 Penalty: 2646.265137
	Iteration 25Q: 3 clusters Score -404453.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -404456.031250 Penalty: 2646.265137
	Iteration 26Q: 3 clusters Score -404456 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -404457.687500 Penalty: 2646.265137
	Iteration 27Q: 3 clusters Score -404457.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -404459.000000 Penalty: 2646.265137
	Iteration 28Q: 3 clusters Score -404459 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -404460.500000 Penalty: 2646.265137
	Iteration 29Q: 3 clusters Score -404460.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -404463.906250 Penalty: 2646.265137
	Iteration 30Q: 3 clusters Score -404463.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -404464.437500 Penalty: 2646.265137
	Iteration 31Q: 3 clusters Score -404464.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -404464.437500 Penalty: 2646.265137
	Iteration 32F: 3 clusters Score -404464.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 1403 members 
Mstep: Class 3 contains 10242 members 
Mstep: Class 4 contains 1900 members 
Mstep: Class 5 contains 2607 members 
Mstep: Class 6 contains 2667 members 
Mstep: Class 7 contains 76497 members 
Mstep: Class 8 contains 11481 members 
Mstep: Class 9 contains 42763 members 
Mstep: Class 10 contains 12451 members 
Mstep: Class 11 contains 38382 members 
Mstep: Class 12 contains 56572 members 
Mstep: Class 13 contains 37378 members 
Mstep: Class 14 contains 7352 members 
Mstep: Class 15 contains 36157 members 
Mstep: Class 16 contains 31625 members 
Mstep: Class 17 contains 19114 members 
Mstep: Class 18 contains 14039 members 
Mstep: Class 19 contains 33735 members 
Mstep: Class 20 contains 7609 members 
Mstep: Class 21 contains 13837 members 
Mstep: Class 22 contains 435 members 
Mstep: Class 23 contains 24256 members 
Mstep: Class 24 contains 8708 members 
Mstep: Class 25 contains 37755 members 
Mstep: Class 26 contains 13551 members 
Mstep: Class 27 contains 28008 members 
Mstep: Class 28 contains 31471 members 
Mstep: Class 29 contains 22418 members 
Mstep: Class 30 contains 147440 members 
Mstep: Class 31 contains 25779 members 
Mstep: Class 32 contains 4357 members 
Mstep: Class 33 contains 3320 members 
Mstep: Class 34 contains 2320 members 
Mstep: Class 35 contains 4170 members 
Mstep: Class 36 contains 2410 members 
Mstep: Class 37 contains 2213 members 
Mstep: Class 38 contains 1537 members 
Entering Unmasked Estep 
Score: -100270128.000000 Penalty: 84090.093750
Splitting cluster 4 changes total score from -100269424.000000 to -100270128.000000
So it's getting split into cluster 38.
Entering ConstructFrom: 
Trying to split cluster 5 (2607 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Entering Unmasked Estep 
Score: -326317.875000 Penalty: 1278.217773
	Iteration 0F: 2 clusters Score -326317.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -323846.750000 Penalty: 2556.435547
	Iteration 0F: 3 clusters Score -323846.8 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -324399.000000 Penalty: 2556.435547
	Iteration 1F: 3 clusters Score -324399 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -324508.593750 Penalty: 2556.435547
	Iteration 2F: 3 clusters Score -324508.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -324586.750000 Penalty: 2556.435547
	Iteration 3F: 3 clusters Score -324586.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -324636.406250 Penalty: 2556.435547
	Iteration 4Q: 3 clusters Score -324636.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -324669.843750 Penalty: 2556.435547
	Iteration 5Q: 3 clusters Score -324669.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -324689.343750 Penalty: 2556.435547
	Iteration 6Q: 3 clusters Score -324689.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -324702.437500 Penalty: 2556.435547
	Iteration 7Q: 3 clusters Score -324702.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -324708.000000 Penalty: 2556.435547
	Iteration 8Q: 3 clusters Score -324708 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -324714.781250 Penalty: 2556.435547
	Iteration 9Q: 3 clusters Score -324714.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -324722.937500 Penalty: 2556.435547
	Iteration 10Q: 3 clusters Score -324722.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -324733.281250 Penalty: 2556.435547
	Iteration 11Q: 3 clusters Score -324733.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -324745.625000 Penalty: 2556.435547
	Iteration 12Q: 3 clusters Score -324745.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -324757.406250 Penalty: 2556.435547
	Iteration 13Q: 3 clusters Score -324757.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -324764.625000 Penalty: 2556.435547
	Iteration 14Q: 3 clusters Score -324764.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -324770.562500 Penalty: 2556.435547
	Iteration 15Q: 3 clusters Score -324770.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -324774.125000 Penalty: 2556.435547
	Iteration 16Q: 3 clusters Score -324774.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -324778.687500 Penalty: 2556.435547
	Iteration 17Q: 3 clusters Score -324778.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -324783.562500 Penalty: 2556.435547
	Iteration 18Q: 3 clusters Score -324783.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -324785.875000 Penalty: 2556.435547
	Iteration 19Q: 3 clusters Score -324785.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -324787.343750 Penalty: 2556.435547
	Iteration 20F: 3 clusters Score -324787.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -324787.625000 Penalty: 2556.435547
	Iteration 21Q: 3 clusters Score -324787.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -324788.406250 Penalty: 2556.435547
	Iteration 22Q: 3 clusters Score -324788.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -324789.875000 Penalty: 2556.435547
	Iteration 23Q: 3 clusters Score -324789.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -324790.218750 Penalty: 2556.435547
	Iteration 24Q: 3 clusters Score -324790.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -324790.625000 Penalty: 2556.435547
	Iteration 25Q: 3 clusters Score -324790.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -324791.125000 Penalty: 2556.435547
	Iteration 26Q: 3 clusters Score -324791.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -324790.312500 Penalty: 2556.435547
	Iteration 27Q: 3 clusters Score -324790.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -324790.312500 Penalty: 2556.435547
	Iteration 28F: 3 clusters Score -324790.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (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: -305102.156250 Penalty: 1281.915283
	Iteration 0F: 2 clusters Score -305102.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -302640.187500 Penalty: 2563.830566
	Iteration 0F: 3 clusters Score -302640.2 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -303717.593750 Penalty: 2563.830566
	Iteration 1F: 3 clusters Score -303717.6 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -304475.750000 Penalty: 2563.830566
	Iteration 2F: 3 clusters Score -304475.8 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -305197.750000 Penalty: 2563.830566
	Iteration 3F: 3 clusters Score -305197.8 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -305581.312500 Penalty: 2563.830566
	Iteration 4F: 3 clusters Score -305581.3 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -305785.812500 Penalty: 2563.830566
	Iteration 5F: 3 clusters Score -305785.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -305943.500000 Penalty: 2563.830566
	Iteration 6Q: 3 clusters Score -305943.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -306102.093750 Penalty: 2563.830566
	Iteration 7Q: 3 clusters Score -306102.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -306279.218750 Penalty: 2563.830566
	Iteration 8Q: 3 clusters Score -306279.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -306393.281250 Penalty: 2563.830566
	Iteration 9Q: 3 clusters Score -306393.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -306499.750000 Penalty: 2563.830566
	Iteration 10Q: 3 clusters Score -306499.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -306542.156250 Penalty: 2563.830566
	Iteration 11Q: 3 clusters Score -306542.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -306556.218750 Penalty: 2563.830566
	Iteration 12Q: 3 clusters Score -306556.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -306562.687500 Penalty: 2563.830566
	Iteration 13Q: 3 clusters Score -306562.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -306565.593750 Penalty: 2563.830566
	Iteration 14Q: 3 clusters Score -306565.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -306565.968750 Penalty: 2563.830566
	Iteration 15Q: 3 clusters Score -306566 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -306566.437500 Penalty: 2563.830566
	Iteration 16Q: 3 clusters Score -306566.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -306566.937500 Penalty: 2563.830566
	Iteration 17Q: 3 clusters Score -306566.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -306568.718750 Penalty: 2563.830566
	Iteration 18Q: 3 clusters Score -306568.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -306570.562500 Penalty: 2563.830566
	Iteration 19Q: 3 clusters Score -306570.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -306570.781250 Penalty: 2563.830566
	Iteration 20F: 3 clusters Score -306570.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 1403 members 
Mstep: Class 3 contains 10242 members 
Mstep: Class 4 contains 1900 members 
Mstep: Class 5 contains 2607 members 
Mstep: Class 6 contains 1750 members 
Mstep: Class 7 contains 76497 members 
Mstep: Class 8 contains 11481 members 
Mstep: Class 9 contains 42763 members 
Mstep: Class 10 contains 12451 members 
Mstep: Class 11 contains 38382 members 
Mstep: Class 12 contains 56572 members 
Mstep: Class 13 contains 37378 members 
Mstep: Class 14 contains 7352 members 
Mstep: Class 15 contains 36157 members 
Mstep: Class 16 contains 31625 members 
Mstep: Class 17 contains 19114 members 
Mstep: Class 18 contains 14039 members 
Mstep: Class 19 contains 33735 members 
Mstep: Class 20 contains 7609 members 
Mstep: Class 21 contains 13837 members 
Mstep: Class 22 contains 435 members 
Mstep: Class 23 contains 24256 members 
Mstep: Class 24 contains 8708 members 
Mstep: Class 25 contains 37755 members 
Mstep: Class 26 contains 13551 members 
Mstep: Class 27 contains 28008 members 
Mstep: Class 28 contains 31471 members 
Mstep: Class 29 contains 22418 members 
Mstep: Class 30 contains 147440 members 
Mstep: Class 31 contains 25779 members 
Mstep: Class 32 contains 4357 members 
Mstep: Class 33 contains 3320 members 
Mstep: Class 34 contains 2320 members 
Mstep: Class 35 contains 4170 members 
Mstep: Class 36 contains 2410 members 
Mstep: Class 37 contains 2213 members 
Mstep: Class 38 contains 1537 members 
Mstep: Class 39 contains 917 members 
Entering Unmasked Estep 
Score: -100270712.000000 Penalty: 86302.984375
Splitting cluster 6 changes total score from -100269424.000000 to -100270712.000000
So it's getting split into cluster 39.
Entering ConstructFrom: 
Trying to split cluster 7 (76497 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76497 members 
Entering Unmasked Estep 
Score: -9707826.000000 Penalty: 1827.313599
	Iteration 0F: 2 clusters Score -9707826 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38243 members 
Mstep: Class 2 contains 38254 members 
Entering Unmasked Estep 
Score: -9656664.000000 Penalty: 3654.627197
	Iteration 0F: 3 clusters Score -9656664 nChanged 36397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39686 members 
Mstep: Class 2 contains 36811 members 
Entering Unmasked Estep 
Score: -9677493.000000 Penalty: 3654.627197
	Iteration 1F: 3 clusters Score -9677493 nChanged 3213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40745 members 
Mstep: Class 2 contains 35752 members 
Entering Unmasked Estep 
Score: -9678526.000000 Penalty: 3654.627197
	Iteration 2Q: 3 clusters Score -9678526 nChanged 3658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42329 members 
Mstep: Class 2 contains 34168 members 
Entering Unmasked Estep 
Score: -9680158.000000 Penalty: 3654.627197
	Iteration 3Q: 3 clusters Score -9680158 nChanged 4444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44667 members 
Mstep: Class 2 contains 31830 members 
Entering Unmasked Estep 
Score: -9682272.000000 Penalty: 3654.627197
	Iteration 4F: 3 clusters Score -9682272 nChanged 4976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47719 members 
Mstep: Class 2 contains 28778 members 
Entering Unmasked Estep 
Score: -9684898.000000 Penalty: 3654.627197
	Iteration 5F: 3 clusters Score -9684898 nChanged 5179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51378 members 
Mstep: Class 2 contains 25119 members 
Entering Unmasked Estep 
Score: -9687931.000000 Penalty: 3654.627197
	Iteration 6F: 3 clusters Score -9687931 nChanged 4950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55264 members 
Mstep: Class 2 contains 21233 members 
Entering Unmasked Estep 
Score: -9690899.000000 Penalty: 3654.627197
	Iteration 7F: 3 clusters Score -9690899 nChanged 4362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59096 members 
Mstep: Class 2 contains 17401 members 
Entering Unmasked Estep 
Score: -9693496.000000 Penalty: 3654.627197
	Iteration 8F: 3 clusters Score -9693496 nChanged 3756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62674 members 
Mstep: Class 2 contains 13823 members 
Entering Unmasked Estep 
Score: -9695836.000000 Penalty: 3654.627197
	Iteration 9Q: 3 clusters Score -9695836 nChanged 3492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66124 members 
Mstep: Class 2 contains 10373 members 
Entering Unmasked Estep 
Score: -9698289.000000 Penalty: 3654.627197
	Iteration 10Q: 3 clusters Score -9698289 nChanged 3184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69304 members 
Mstep: Class 2 contains 7193 members 
Entering Unmasked Estep 
Score: -9700643.000000 Penalty: 3654.627197
	Iteration 11Q: 3 clusters Score -9700643 nChanged 2578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71882 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -9702843.000000 Penalty: 3654.627197
	Iteration 12Q: 3 clusters Score -9702843 nChanged 1891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73773 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -9704316.000000 Penalty: 3654.627197
	Iteration 13Q: 3 clusters Score -9704316 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74921 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -9705267.000000 Penalty: 3654.627197
	Iteration 14Q: 3 clusters Score -9705267 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75550 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -9705783.000000 Penalty: 3654.627197
	Iteration 15Q: 3 clusters Score -9705783 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75857 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -9705992.000000 Penalty: 3654.627197
	Iteration 16Q: 3 clusters Score -9705992 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76000 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -9706083.000000 Penalty: 3654.627197
	Iteration 17Q: 3 clusters Score -9706083 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76073 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -9706157.000000 Penalty: 3654.627197
	Iteration 18Q: 3 clusters Score -9706157 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76118 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -9706200.000000 Penalty: 3654.627197
	Iteration 19Q: 3 clusters Score -9706200 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76140 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -9706223.000000 Penalty: 3654.627197
	Iteration 20F: 3 clusters Score -9706223 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76164 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -9706254.000000 Penalty: 3654.627197
	Iteration 21Q: 3 clusters Score -9706254 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76184 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -9706275.000000 Penalty: 3654.627197
	Iteration 22Q: 3 clusters Score -9706275 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76192 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -9706294.000000 Penalty: 3654.627197
	Iteration 23Q: 3 clusters Score -9706294 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76203 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -9706293.000000 Penalty: 3654.627197
	Iteration 24Q: 3 clusters Score -9706293 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76208 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -9706294.000000 Penalty: 3654.627197
	Iteration 25Q: 3 clusters Score -9706294 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76213 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -9706302.000000 Penalty: 3654.627197
	Iteration 26Q: 3 clusters Score -9706302 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76215 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -9706299.000000 Penalty: 3654.627197
	Iteration 27Q: 3 clusters Score -9706299 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76216 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -9706298.000000 Penalty: 3654.627197
	Iteration 28Q: 3 clusters Score -9706298 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76217 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -9706308.000000 Penalty: 3654.627197
	Iteration 29Q: 3 clusters Score -9706308 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76219 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -9706301.000000 Penalty: 3654.627197
	Iteration 30Q: 3 clusters Score -9706301 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76221 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -9706300.000000 Penalty: 3654.627197
	Iteration 31Q: 3 clusters Score -9706300 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76222 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -9706300.000000 Penalty: 3654.627197
	Iteration 32Q: 3 clusters Score -9706300 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76222 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -9706297.000000 Penalty: 3654.627197
	Iteration 33Q: 3 clusters Score -9706297 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76224 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -9706296.000000 Penalty: 3654.627197
	Iteration 34Q: 3 clusters Score -9706296 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76225 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -9706300.000000 Penalty: 3654.627197
	Iteration 35Q: 3 clusters Score -9706300 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76224 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -9706301.000000 Penalty: 3654.627197
	Iteration 36Q: 3 clusters Score -9706301 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76224 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -9706301.000000 Penalty: 3654.627197
	Iteration 37F: 3 clusters Score -9706301 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (11481 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11481 members 
Entering Unmasked Estep 
Score: -1327322.500000 Penalty: 1519.122925
	Iteration 0F: 2 clusters Score -1327322 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5632 members 
Mstep: Class 2 contains 5849 members 
Entering Unmasked Estep 
Score: -1319318.500000 Penalty: 3038.245850
	Iteration 0F: 3 clusters Score -1319318 nChanged 5054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 6363 members 
Entering Unmasked Estep 
Score: -1322460.250000 Penalty: 3038.245850
	Iteration 1F: 3 clusters Score -1322460 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 6669 members 
Entering Unmasked Estep 
Score: -1323106.500000 Penalty: 3038.245850
	Iteration 2F: 3 clusters Score -1323106 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 7009 members 
Entering Unmasked Estep 
Score: -1323650.500000 Penalty: 3038.245850
	Iteration 3F: 3 clusters Score -1323650 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 7376 members 
Entering Unmasked Estep 
Score: -1324092.500000 Penalty: 3038.245850
	Iteration 4F: 3 clusters Score -1324092 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 7715 members 
Entering Unmasked Estep 
Score: -1324444.625000 Penalty: 3038.245850
	Iteration 5F: 3 clusters Score -1324445 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 8077 members 
Entering Unmasked Estep 
Score: -1324769.750000 Penalty: 3038.245850
	Iteration 6Q: 3 clusters Score -1324770 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 8402 members 
Entering Unmasked Estep 
Score: -1325019.125000 Penalty: 3038.245850
	Iteration 7Q: 3 clusters Score -1325019 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 8713 members 
Entering Unmasked Estep 
Score: -1325236.000000 Penalty: 3038.245850
	Iteration 8Q: 3 clusters Score -1325236 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 9030 members 
Entering Unmasked Estep 
Score: -1325471.750000 Penalty: 3038.245850
	Iteration 9Q: 3 clusters Score -1325472 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 9365 members 
Entering Unmasked Estep 
Score: -1325718.875000 Penalty: 3038.245850
	Iteration 10Q: 3 clusters Score -1325719 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 9692 members 
Entering Unmasked Estep 
Score: -1325956.125000 Penalty: 3038.245850
	Iteration 11Q: 3 clusters Score -1325956 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 9974 members 
Entering Unmasked Estep 
Score: -1326171.250000 Penalty: 3038.245850
	Iteration 12Q: 3 clusters Score -1326171 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 10211 members 
Entering Unmasked Estep 
Score: -1326349.375000 Penalty: 3038.245850
	Iteration 13Q: 3 clusters Score -1326349 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 10415 members 
Entering Unmasked Estep 
Score: -1326501.625000 Penalty: 3038.245850
	Iteration 14Q: 3 clusters Score -1326502 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 10566 members 
Entering Unmasked Estep 
Score: -1326625.875000 Penalty: 3038.245850
	Iteration 15Q: 3 clusters Score -1326626 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 10671 members 
Entering Unmasked Estep 
Score: -1326702.375000 Penalty: 3038.245850
	Iteration 16Q: 3 clusters Score -1326702 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 10740 members 
Entering Unmasked Estep 
Score: -1326746.625000 Penalty: 3038.245850
	Iteration 17Q: 3 clusters Score -1326747 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 10781 members 
Entering Unmasked Estep 
Score: -1326770.250000 Penalty: 3038.245850
	Iteration 18Q: 3 clusters Score -1326770 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 10827 members 
Entering Unmasked Estep 
Score: -1326795.750000 Penalty: 3038.245850
	Iteration 19Q: 3 clusters Score -1326796 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 10857 members 
Entering Unmasked Estep 
Score: -1326820.625000 Penalty: 3038.245850
	Iteration 20F: 3 clusters Score -1326821 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 10882 members 
Entering Unmasked Estep 
Score: -1326839.750000 Penalty: 3038.245850
	Iteration 21Q: 3 clusters Score -1326840 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 10899 members 
Entering Unmasked Estep 
Score: -1326843.375000 Penalty: 3038.245850
	Iteration 22Q: 3 clusters Score -1326843 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 10912 members 
Entering Unmasked Estep 
Score: -1326849.750000 Penalty: 3038.245850
	Iteration 23Q: 3 clusters Score -1326850 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 10923 members 
Entering Unmasked Estep 
Score: -1326856.750000 Penalty: 3038.245850
	Iteration 24Q: 3 clusters Score -1326857 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 10928 members 
Entering Unmasked Estep 
Score: -1326864.000000 Penalty: 3038.245850
	Iteration 25Q: 3 clusters Score -1326864 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 10931 members 
Entering Unmasked Estep 
Score: -1326867.875000 Penalty: 3038.245850
	Iteration 26Q: 3 clusters Score -1326868 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 10937 members 
Entering Unmasked Estep 
Score: -1326870.125000 Penalty: 3038.245850
	Iteration 27Q: 3 clusters Score -1326870 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 10938 members 
Entering Unmasked Estep 
Score: -1326873.375000 Penalty: 3038.245850
	Iteration 28Q: 3 clusters Score -1326873 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 10940 members 
Entering Unmasked Estep 
Score: -1326874.000000 Penalty: 3038.245850
	Iteration 29Q: 3 clusters Score -1326874 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 10938 members 
Entering Unmasked Estep 
Score: -1326875.375000 Penalty: 3038.245850
	Iteration 30Q: 3 clusters Score -1326875 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 10938 members 
Entering Unmasked Estep 
Score: -1326877.250000 Penalty: 3038.245850
	Iteration 31Q: 3 clusters Score -1326877 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 10941 members 
Entering Unmasked Estep 
Score: -1326877.000000 Penalty: 3038.245850
	Iteration 32Q: 3 clusters Score -1326877 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 10943 members 
Entering Unmasked Estep 
Score: -1326876.500000 Penalty: 3038.245850
	Iteration 33Q: 3 clusters Score -1326876 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 10946 members 
Entering Unmasked Estep 
Score: -1326876.125000 Penalty: 3038.245850
	Iteration 34Q: 3 clusters Score -1326876 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 10948 members 
Entering Unmasked Estep 
Score: -1326880.125000 Penalty: 3038.245850
	Iteration 35Q: 3 clusters Score -1326880 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 10948 members 
Entering Unmasked Estep 
Score: -1326880.125000 Penalty: 3038.245850
	Iteration 36F: 3 clusters Score -1326880 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (42763 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42763 members 
Entering Unmasked Estep 
Score: -5381934.000000 Penalty: 1732.807129
	Iteration 0F: 2 clusters Score -5381934 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21318 members 
Mstep: Class 2 contains 21445 members 
Entering Unmasked Estep 
Score: -5353339.000000 Penalty: 3465.614258
	Iteration 0F: 3 clusters Score -5353339 nChanged 20084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20594 members 
Mstep: Class 2 contains 22169 members 
Entering Unmasked Estep 
Score: -5364852.500000 Penalty: 3465.614258
	Iteration 1F: 3 clusters Score -5364852 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20168 members 
Mstep: Class 2 contains 22595 members 
Entering Unmasked Estep 
Score: -5365631.000000 Penalty: 3465.614258
	Iteration 2Q: 3 clusters Score -5365631 nChanged 2147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19579 members 
Mstep: Class 2 contains 23184 members 
Entering Unmasked Estep 
Score: -5366711.500000 Penalty: 3465.614258
	Iteration 3F: 3 clusters Score -5366712 nChanged 2375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18736 members 
Mstep: Class 2 contains 24027 members 
Entering Unmasked Estep 
Score: -5368083.000000 Penalty: 3465.614258
	Iteration 4F: 3 clusters Score -5368083 nChanged 2542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17542 members 
Mstep: Class 2 contains 25221 members 
Entering Unmasked Estep 
Score: -5369806.500000 Penalty: 3465.614258
	Iteration 5F: 3 clusters Score -5369806 nChanged 2639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16139 members 
Mstep: Class 2 contains 26624 members 
Entering Unmasked Estep 
Score: -5371726.000000 Penalty: 3465.614258
	Iteration 6F: 3 clusters Score -5371726 nChanged 2587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14644 members 
Mstep: Class 2 contains 28119 members 
Entering Unmasked Estep 
Score: -5373595.500000 Penalty: 3465.614258
	Iteration 7F: 3 clusters Score -5373596 nChanged 2256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13322 members 
Mstep: Class 2 contains 29441 members 
Entering Unmasked Estep 
Score: -5375142.000000 Penalty: 3465.614258
	Iteration 8F: 3 clusters Score -5375142 nChanged 1776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12186 members 
Mstep: Class 2 contains 30577 members 
Entering Unmasked Estep 
Score: -5376183.500000 Penalty: 3465.614258
	Iteration 9Q: 3 clusters Score -5376184 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11206 members 
Mstep: Class 2 contains 31557 members 
Entering Unmasked Estep 
Score: -5376879.500000 Penalty: 3465.614258
	Iteration 10Q: 3 clusters Score -5376880 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10285 members 
Mstep: Class 2 contains 32478 members 
Entering Unmasked Estep 
Score: -5377408.500000 Penalty: 3465.614258
	Iteration 11Q: 3 clusters Score -5377408 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9479 members 
Mstep: Class 2 contains 33284 members 
Entering Unmasked Estep 
Score: -5377801.500000 Penalty: 3465.614258
	Iteration 12Q: 3 clusters Score -5377802 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8761 members 
Mstep: Class 2 contains 34002 members 
Entering Unmasked Estep 
Score: -5378171.000000 Penalty: 3465.614258
	Iteration 13Q: 3 clusters Score -5378171 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8083 members 
Mstep: Class 2 contains 34680 members 
Entering Unmasked Estep 
Score: -5378516.000000 Penalty: 3465.614258
	Iteration 14Q: 3 clusters Score -5378516 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7463 members 
Mstep: Class 2 contains 35300 members 
Entering Unmasked Estep 
Score: -5378792.500000 Penalty: 3465.614258
	Iteration 15Q: 3 clusters Score -5378792 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6896 members 
Mstep: Class 2 contains 35867 members 
Entering Unmasked Estep 
Score: -5379052.000000 Penalty: 3465.614258
	Iteration 16Q: 3 clusters Score -5379052 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6346 members 
Mstep: Class 2 contains 36417 members 
Entering Unmasked Estep 
Score: -5379299.000000 Penalty: 3465.614258
	Iteration 17Q: 3 clusters Score -5379299 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5877 members 
Mstep: Class 2 contains 36886 members 
Entering Unmasked Estep 
Score: -5379466.000000 Penalty: 3465.614258
	Iteration 18Q: 3 clusters Score -5379466 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5466 members 
Mstep: Class 2 contains 37297 members 
Entering Unmasked Estep 
Score: -5379622.500000 Penalty: 3465.614258
	Iteration 19Q: 3 clusters Score -5379622 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 37669 members 
Entering Unmasked Estep 
Score: -5379722.500000 Penalty: 3465.614258
	Iteration 20F: 3 clusters Score -5379722 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 37992 members 
Entering Unmasked Estep 
Score: -5379845.000000 Penalty: 3465.614258
	Iteration 21Q: 3 clusters Score -5379845 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 38322 members 
Entering Unmasked Estep 
Score: -5379962.500000 Penalty: 3465.614258
	Iteration 22Q: 3 clusters Score -5379962 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 38586 members 
Entering Unmasked Estep 
Score: -5380022.500000 Penalty: 3465.614258
	Iteration 23Q: 3 clusters Score -5380022 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 38833 members 
Entering Unmasked Estep 
Score: -5380094.000000 Penalty: 3465.614258
	Iteration 24Q: 3 clusters Score -5380094 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 39062 members 
Entering Unmasked Estep 
Score: -5380135.500000 Penalty: 3465.614258
	Iteration 25Q: 3 clusters Score -5380136 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 39280 members 
Entering Unmasked Estep 
Score: -5380203.500000 Penalty: 3465.614258
	Iteration 26Q: 3 clusters Score -5380204 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 39482 members 
Entering Unmasked Estep 
Score: -5380251.000000 Penalty: 3465.614258
	Iteration 27Q: 3 clusters Score -5380251 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 39665 members 
Entering Unmasked Estep 
Score: -5380316.500000 Penalty: 3465.614258
	Iteration 28Q: 3 clusters Score -5380316 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 39829 members 
Entering Unmasked Estep 
Score: -5380365.500000 Penalty: 3465.614258
	Iteration 29Q: 3 clusters Score -5380366 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 39977 members 
Entering Unmasked Estep 
Score: -5380405.500000 Penalty: 3465.614258
	Iteration 30Q: 3 clusters Score -5380406 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 40116 members 
Entering Unmasked Estep 
Score: -5380451.000000 Penalty: 3465.614258
	Iteration 31Q: 3 clusters Score -5380451 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 40247 members 
Entering Unmasked Estep 
Score: -5380489.000000 Penalty: 3465.614258
	Iteration 32Q: 3 clusters Score -5380489 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 40363 members 
Entering Unmasked Estep 
Score: -5380511.500000 Penalty: 3465.614258
	Iteration 33Q: 3 clusters Score -5380512 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 40462 members 
Entering Unmasked Estep 
Score: -5380533.500000 Penalty: 3465.614258
	Iteration 34Q: 3 clusters Score -5380534 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 40540 members 
Entering Unmasked Estep 
Score: -5380543.000000 Penalty: 3465.614258
	Iteration 35Q: 3 clusters Score -5380543 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 40612 members 
Entering Unmasked Estep 
Score: -5380572.000000 Penalty: 3465.614258
	Iteration 36Q: 3 clusters Score -5380572 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 40687 members 
Entering Unmasked Estep 
Score: -5380592.500000 Penalty: 3465.614258
	Iteration 37Q: 3 clusters Score -5380592 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 40751 members 
Entering Unmasked Estep 
Score: -5380610.000000 Penalty: 3465.614258
	Iteration 38Q: 3 clusters Score -5380610 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 40811 members 
Entering Unmasked Estep 
Score: -5380625.000000 Penalty: 3465.614258
	Iteration 39Q: 3 clusters Score -5380625 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 40867 members 
Entering Unmasked Estep 
Score: -5380642.000000 Penalty: 3465.614258
	Iteration 40F: 3 clusters Score -5380642 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 40925 members 
Entering Unmasked Estep 
Score: -5380649.500000 Penalty: 3465.614258
	Iteration 41Q: 3 clusters Score -5380650 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 40982 members 
Entering Unmasked Estep 
Score: -5380678.500000 Penalty: 3465.614258
	Iteration 42Q: 3 clusters Score -5380678 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 41038 members 
Entering Unmasked Estep 
Score: -5380705.000000 Penalty: 3465.614258
	Iteration 43Q: 3 clusters Score -5380705 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 41086 members 
Entering Unmasked Estep 
Score: -5380728.500000 Penalty: 3465.614258
	Iteration 44Q: 3 clusters Score -5380728 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 41130 members 
Entering Unmasked Estep 
Score: -5380744.000000 Penalty: 3465.614258
	Iteration 45Q: 3 clusters Score -5380744 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 41168 members 
Entering Unmasked Estep 
Score: -5380746.000000 Penalty: 3465.614258
	Iteration 46Q: 3 clusters Score -5380746 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 41203 members 
Entering Unmasked Estep 
Score: -5380763.500000 Penalty: 3465.614258
	Iteration 47Q: 3 clusters Score -5380764 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 41231 members 
Entering Unmasked Estep 
Score: -5380759.500000 Penalty: 3465.614258
	Iteration 48Q: 3 clusters Score -5380760 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 41257 members 
Entering Unmasked Estep 
Score: -5380764.500000 Penalty: 3465.614258
	Iteration 49Q: 3 clusters Score -5380764 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 41274 members 
Entering Unmasked Estep 
Score: -5380769.000000 Penalty: 3465.614258
	Iteration 50Q: 3 clusters Score -5380769 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 41290 members 
Entering Unmasked Estep 
Score: -5380778.500000 Penalty: 3465.614258
	Iteration 51Q: 3 clusters Score -5380778 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 41306 members 
Entering Unmasked Estep 
Score: -5380784.500000 Penalty: 3465.614258
	Iteration 52Q: 3 clusters Score -5380784 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 41327 members 
Entering Unmasked Estep 
Score: -5380796.000000 Penalty: 3465.614258
	Iteration 53Q: 3 clusters Score -5380796 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 41354 members 
Entering Unmasked Estep 
Score: -5380792.500000 Penalty: 3465.614258
	Iteration 54Q: 3 clusters Score -5380792 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 41366 members 
Entering Unmasked Estep 
Score: -5380803.000000 Penalty: 3465.614258
	Iteration 55Q: 3 clusters Score -5380803 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 41377 members 
Entering Unmasked Estep 
Score: -5380806.000000 Penalty: 3465.614258
	Iteration 56Q: 3 clusters Score -5380806 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 41390 members 
Entering Unmasked Estep 
Score: -5380813.500000 Penalty: 3465.614258
	Iteration 57Q: 3 clusters Score -5380814 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 41403 members 
Entering Unmasked Estep 
Score: -5380829.000000 Penalty: 3465.614258
	Iteration 58Q: 3 clusters Score -5380829 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 41413 members 
Entering Unmasked Estep 
Score: -5380820.000000 Penalty: 3465.614258
	Iteration 59Q: 3 clusters Score -5380820 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 41428 members 
Entering Unmasked Estep 
Score: -5380807.000000 Penalty: 3465.614258
	Iteration 60F: 3 clusters Score -5380807 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 41440 members 
Entering Unmasked Estep 
Score: -5380812.000000 Penalty: 3465.614258
	Iteration 61Q: 3 clusters Score -5380812 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 41450 members 
Entering Unmasked Estep 
Score: -5380826.500000 Penalty: 3465.614258
	Iteration 62Q: 3 clusters Score -5380826 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 41457 members 
Entering Unmasked Estep 
Score: -5380825.000000 Penalty: 3465.614258
	Iteration 63Q: 3 clusters Score -5380825 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 41464 members 
Entering Unmasked Estep 
Score: -5380832.500000 Penalty: 3465.614258
	Iteration 64Q: 3 clusters Score -5380832 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 41473 members 
Entering Unmasked Estep 
Score: -5380824.500000 Penalty: 3465.614258
	Iteration 65Q: 3 clusters Score -5380824 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 41474 members 
Entering Unmasked Estep 
Score: -5380829.000000 Penalty: 3465.614258
	Iteration 66Q: 3 clusters Score -5380829 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 41474 members 
Entering Unmasked Estep 
Score: -5380829.000000 Penalty: 3465.614258
	Iteration 67F: 3 clusters Score -5380829 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (12451 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12451 members 
Entering Unmasked Estep 
Score: -1576338.750000 Penalty: 1532.302856
	Iteration 0F: 2 clusters Score -1576339 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6209 members 
Mstep: Class 2 contains 6242 members 
Entering Unmasked Estep 
Score: -1567623.000000 Penalty: 3064.605713
	Iteration 0F: 3 clusters Score -1567623 nChanged 5458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6267 members 
Mstep: Class 2 contains 6184 members 
Entering Unmasked Estep 
Score: -1570606.000000 Penalty: 3064.605713
	Iteration 1F: 3 clusters Score -1570606 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6390 members 
Mstep: Class 2 contains 6061 members 
Entering Unmasked Estep 
Score: -1571018.625000 Penalty: 3064.605713
	Iteration 2F: 3 clusters Score -1571019 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6566 members 
Mstep: Class 2 contains 5885 members 
Entering Unmasked Estep 
Score: -1571490.000000 Penalty: 3064.605713
	Iteration 3F: 3 clusters Score -1571490 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6801 members 
Mstep: Class 2 contains 5650 members 
Entering Unmasked Estep 
Score: -1572079.125000 Penalty: 3064.605713
	Iteration 4F: 3 clusters Score -1572079 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7003 members 
Mstep: Class 2 contains 5448 members 
Entering Unmasked Estep 
Score: -1572762.500000 Penalty: 3064.605713
	Iteration 5F: 3 clusters Score -1572762 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7191 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -1573376.750000 Penalty: 3064.605713
	Iteration 6F: 3 clusters Score -1573377 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7320 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -1573798.000000 Penalty: 3064.605713
	Iteration 7F: 3 clusters Score -1573798 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7401 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -1574061.000000 Penalty: 3064.605713
	Iteration 8Q: 3 clusters Score -1574061 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7436 members 
Mstep: Class 2 contains 5015 members 
Entering Unmasked Estep 
Score: -1574240.750000 Penalty: 3064.605713
	Iteration 9Q: 3 clusters Score -1574241 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7457 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -1574359.625000 Penalty: 3064.605713
	Iteration 10Q: 3 clusters Score -1574360 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7495 members 
Mstep: Class 2 contains 4956 members 
Entering Unmasked Estep 
Score: -1574463.125000 Penalty: 3064.605713
	Iteration 11Q: 3 clusters Score -1574463 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7523 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -1574551.750000 Penalty: 3064.605713
	Iteration 12Q: 3 clusters Score -1574552 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7544 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -1574627.375000 Penalty: 3064.605713
	Iteration 13Q: 3 clusters Score -1574627 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7563 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -1574686.500000 Penalty: 3064.605713
	Iteration 14Q: 3 clusters Score -1574686 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7570 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -1574722.750000 Penalty: 3064.605713
	Iteration 15Q: 3 clusters Score -1574723 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7563 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -1574754.875000 Penalty: 3064.605713
	Iteration 16Q: 3 clusters Score -1574755 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7563 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -1574781.375000 Penalty: 3064.605713
	Iteration 17Q: 3 clusters Score -1574781 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7566 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
Score: -1574797.000000 Penalty: 3064.605713
	Iteration 18Q: 3 clusters Score -1574797 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7555 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -1574812.750000 Penalty: 3064.605713
	Iteration 19Q: 3 clusters Score -1574813 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7562 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -1574829.500000 Penalty: 3064.605713
	Iteration 20F: 3 clusters Score -1574830 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7566 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
Score: -1574833.375000 Penalty: 3064.605713
	Iteration 21Q: 3 clusters Score -1574833 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7575 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -1574840.125000 Penalty: 3064.605713
	Iteration 22Q: 3 clusters Score -1574840 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7581 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -1574843.625000 Penalty: 3064.605713
	Iteration 23Q: 3 clusters Score -1574844 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7582 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -1574847.625000 Penalty: 3064.605713
	Iteration 24Q: 3 clusters Score -1574848 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7593 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -1574851.500000 Penalty: 3064.605713
	Iteration 25Q: 3 clusters Score -1574852 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7602 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -1574854.750000 Penalty: 3064.605713
	Iteration 26Q: 3 clusters Score -1574855 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7608 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -1574859.875000 Penalty: 3064.605713
	Iteration 27Q: 3 clusters Score -1574860 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7614 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -1574862.250000 Penalty: 3064.605713
	Iteration 28Q: 3 clusters Score -1574862 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7618 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -1574863.000000 Penalty: 3064.605713
	Iteration 29Q: 3 clusters Score -1574863 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7617 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -1574870.000000 Penalty: 3064.605713
	Iteration 30Q: 3 clusters Score -1574870 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7616 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -1574870.750000 Penalty: 3064.605713
	Iteration 31Q: 3 clusters Score -1574871 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7621 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -1574869.875000 Penalty: 3064.605713
	Iteration 32Q: 3 clusters Score -1574870 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7624 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -1574871.375000 Penalty: 3064.605713
	Iteration 33Q: 3 clusters Score -1574871 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7626 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -1574873.375000 Penalty: 3064.605713
	Iteration 34Q: 3 clusters Score -1574873 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7638 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -1574872.625000 Penalty: 3064.605713
	Iteration 35Q: 3 clusters Score -1574873 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7651 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -1574871.750000 Penalty: 3064.605713
	Iteration 36Q: 3 clusters Score -1574872 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7663 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -1574877.250000 Penalty: 3064.605713
	Iteration 37Q: 3 clusters Score -1574877 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7677 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -1574879.375000 Penalty: 3064.605713
	Iteration 38Q: 3 clusters Score -1574879 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7686 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -1574883.000000 Penalty: 3064.605713
	Iteration 39Q: 3 clusters Score -1574883 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7697 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -1574888.625000 Penalty: 3064.605713
	Iteration 40F: 3 clusters Score -1574889 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7708 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -1574891.000000 Penalty: 3064.605713
	Iteration 41Q: 3 clusters Score -1574891 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7723 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -1574891.375000 Penalty: 3064.605713
	Iteration 42Q: 3 clusters Score -1574891 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7737 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -1574893.625000 Penalty: 3064.605713
	Iteration 43Q: 3 clusters Score -1574894 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7762 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -1574896.625000 Penalty: 3064.605713
	Iteration 44Q: 3 clusters Score -1574897 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7790 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -1574903.875000 Penalty: 3064.605713
	Iteration 45Q: 3 clusters Score -1574904 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7814 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -1574903.375000 Penalty: 3064.605713
	Iteration 46Q: 3 clusters Score -1574903 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7833 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -1574907.500000 Penalty: 3064.605713
	Iteration 47Q: 3 clusters Score -1574908 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7852 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -1574912.375000 Penalty: 3064.605713
	Iteration 48Q: 3 clusters Score -1574912 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7864 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -1574916.000000 Penalty: 3064.605713
	Iteration 49Q: 3 clusters Score -1574916 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7880 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -1574919.625000 Penalty: 3064.605713
	Iteration 50Q: 3 clusters Score -1574920 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7902 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -1574920.250000 Penalty: 3064.605713
	Iteration 51Q: 3 clusters Score -1574920 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7924 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -1574925.375000 Penalty: 3064.605713
	Iteration 52Q: 3 clusters Score -1574925 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7943 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -1574929.375000 Penalty: 3064.605713
	Iteration 53Q: 3 clusters Score -1574929 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7966 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -1574935.250000 Penalty: 3064.605713
	Iteration 54Q: 3 clusters Score -1574935 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7995 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -1574938.875000 Penalty: 3064.605713
	Iteration 55Q: 3 clusters Score -1574939 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8024 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -1574940.625000 Penalty: 3064.605713
	Iteration 56Q: 3 clusters Score -1574941 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8052 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -1574949.500000 Penalty: 3064.605713
	Iteration 57Q: 3 clusters Score -1574950 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8095 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -1574956.250000 Penalty: 3064.605713
	Iteration 58Q: 3 clusters Score -1574956 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8138 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -1574969.875000 Penalty: 3064.605713
	Iteration 59Q: 3 clusters Score -1574970 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8192 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -1574982.500000 Penalty: 3064.605713
	Iteration 60F: 3 clusters Score -1574982 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8251 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -1574993.750000 Penalty: 3064.605713
	Iteration 61Q: 3 clusters Score -1574994 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8308 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -1575009.500000 Penalty: 3064.605713
	Iteration 62Q: 3 clusters Score -1575010 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8374 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -1575024.375000 Penalty: 3064.605713
	Iteration 63Q: 3 clusters Score -1575024 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8448 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -1575052.750000 Penalty: 3064.605713
	Iteration 64Q: 3 clusters Score -1575053 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8534 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -1575079.750000 Penalty: 3064.605713
	Iteration 65Q: 3 clusters Score -1575080 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8615 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -1575104.750000 Penalty: 3064.605713
	Iteration 66Q: 3 clusters Score -1575105 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8679 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -1575121.375000 Penalty: 3064.605713
	Iteration 67Q: 3 clusters Score -1575121 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8748 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -1575149.375000 Penalty: 3064.605713
	Iteration 68Q: 3 clusters Score -1575149 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8818 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -1575171.750000 Penalty: 3064.605713
	Iteration 69Q: 3 clusters Score -1575172 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8887 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -1575200.125000 Penalty: 3064.605713
	Iteration 70Q: 3 clusters Score -1575200 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8967 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -1575235.625000 Penalty: 3064.605713
	Iteration 71Q: 3 clusters Score -1575236 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9057 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -1575276.750000 Penalty: 3064.605713
	Iteration 72Q: 3 clusters Score -1575277 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9152 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -1575338.625000 Penalty: 3064.605713
	Iteration 73Q: 3 clusters Score -1575339 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9246 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -1575387.375000 Penalty: 3064.605713
	Iteration 74Q: 3 clusters Score -1575387 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9347 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -1575441.500000 Penalty: 3064.605713
	Iteration 75Q: 3 clusters Score -1575442 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9440 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -1575489.625000 Penalty: 3064.605713
	Iteration 76Q: 3 clusters Score -1575490 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9530 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -1575521.625000 Penalty: 3064.605713
	Iteration 77Q: 3 clusters Score -1575522 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9609 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -1575548.500000 Penalty: 3064.605713
	Iteration 78Q: 3 clusters Score -1575548 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9686 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -1575568.250000 Penalty: 3064.605713
	Iteration 79Q: 3 clusters Score -1575568 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9747 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -1575585.750000 Penalty: 3064.605713
	Iteration 80F: 3 clusters Score -1575586 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9790 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -1575596.375000 Penalty: 3064.605713
	Iteration 81Q: 3 clusters Score -1575596 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9835 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -1575607.000000 Penalty: 3064.605713
	Iteration 82Q: 3 clusters Score -1575607 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9871 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -1575621.750000 Penalty: 3064.605713
	Iteration 83Q: 3 clusters Score -1575622 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9909 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -1575624.875000 Penalty: 3064.605713
	Iteration 84Q: 3 clusters Score -1575625 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9946 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -1575634.750000 Penalty: 3064.605713
	Iteration 85Q: 3 clusters Score -1575635 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9973 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -1575635.875000 Penalty: 3064.605713
	Iteration 86Q: 3 clusters Score -1575636 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9991 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -1575639.000000 Penalty: 3064.605713
	Iteration 87Q: 3 clusters Score -1575639 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10003 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -1575643.500000 Penalty: 3064.605713
	Iteration 88Q: 3 clusters Score -1575644 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10018 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -1575641.875000 Penalty: 3064.605713
	Iteration 89Q: 3 clusters Score -1575642 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10032 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -1575651.500000 Penalty: 3064.605713
	Iteration 90Q: 3 clusters Score -1575652 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10045 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -1575652.750000 Penalty: 3064.605713
	Iteration 91Q: 3 clusters Score -1575653 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10048 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -1575653.625000 Penalty: 3064.605713
	Iteration 92Q: 3 clusters Score -1575654 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10052 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -1575653.250000 Penalty: 3064.605713
	Iteration 93Q: 3 clusters Score -1575653 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10059 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -1575653.750000 Penalty: 3064.605713
	Iteration 94Q: 3 clusters Score -1575654 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10064 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -1575655.250000 Penalty: 3064.605713
	Iteration 95Q: 3 clusters Score -1575655 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10069 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -1575657.625000 Penalty: 3064.605713
	Iteration 96Q: 3 clusters Score -1575658 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10076 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -1575659.625000 Penalty: 3064.605713
	Iteration 97Q: 3 clusters Score -1575660 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10080 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -1575659.375000 Penalty: 3064.605713
	Iteration 98Q: 3 clusters Score -1575659 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10080 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -1575659.375000 Penalty: 3064.605713
	Iteration 99F: 3 clusters Score -1575659 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (38382 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38382 members 
Entering Unmasked Estep 
Score: -4853086.000000 Penalty: 1715.243286
	Iteration 0F: 2 clusters Score -4853086 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19276 members 
Mstep: Class 2 contains 19106 members 
Entering Unmasked Estep 
Score: -4827416.000000 Penalty: 3430.486572
	Iteration 0F: 3 clusters Score -4827416 nChanged 17827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20533 members 
Mstep: Class 2 contains 17849 members 
Entering Unmasked Estep 
Score: -4837637.500000 Penalty: 3430.486572
	Iteration 1F: 3 clusters Score -4837638 nChanged 1906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21413 members 
Mstep: Class 2 contains 16969 members 
Entering Unmasked Estep 
Score: -4838416.500000 Penalty: 3430.486572
	Iteration 2Q: 3 clusters Score -4838416 nChanged 2157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22682 members 
Mstep: Class 2 contains 15700 members 
Entering Unmasked Estep 
Score: -4839432.500000 Penalty: 3430.486572
	Iteration 3F: 3 clusters Score -4839432 nChanged 2400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24336 members 
Mstep: Class 2 contains 14046 members 
Entering Unmasked Estep 
Score: -4840739.000000 Penalty: 3430.486572
	Iteration 4F: 3 clusters Score -4840739 nChanged 2595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26281 members 
Mstep: Class 2 contains 12101 members 
Entering Unmasked Estep 
Score: -4842298.500000 Penalty: 3430.486572
	Iteration 5F: 3 clusters Score -4842298 nChanged 2506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28251 members 
Mstep: Class 2 contains 10131 members 
Entering Unmasked Estep 
Score: -4843885.500000 Penalty: 3430.486572
	Iteration 6F: 3 clusters Score -4843886 nChanged 2240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30181 members 
Mstep: Class 2 contains 8201 members 
Entering Unmasked Estep 
Score: -4845308.000000 Penalty: 3430.486572
	Iteration 7F: 3 clusters Score -4845308 nChanged 1937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31994 members 
Mstep: Class 2 contains 6388 members 
Entering Unmasked Estep 
Score: -4846715.000000 Penalty: 3430.486572
	Iteration 8F: 3 clusters Score -4846715 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33610 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -4848049.000000 Penalty: 3430.486572
	Iteration 9Q: 3 clusters Score -4848049 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35018 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -4849243.000000 Penalty: 3430.486572
	Iteration 10Q: 3 clusters Score -4849243 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36046 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -4850263.000000 Penalty: 3430.486572
	Iteration 11Q: 3 clusters Score -4850263 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36730 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -4851008.500000 Penalty: 3430.486572
	Iteration 12Q: 3 clusters Score -4851008 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37048 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -4851366.000000 Penalty: 3430.486572
	Iteration 13Q: 3 clusters Score -4851366 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37194 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -4851554.500000 Penalty: 3430.486572
	Iteration 14Q: 3 clusters Score -4851554 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37278 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -4851664.000000 Penalty: 3430.486572
	Iteration 15Q: 3 clusters Score -4851664 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37349 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -4851752.500000 Penalty: 3430.486572
	Iteration 16Q: 3 clusters Score -4851752 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37399 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -4851814.000000 Penalty: 3430.486572
	Iteration 17Q: 3 clusters Score -4851814 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37432 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -4851848.000000 Penalty: 3430.486572
	Iteration 18Q: 3 clusters Score -4851848 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37451 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -4851867.500000 Penalty: 3430.486572
	Iteration 19Q: 3 clusters Score -4851868 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37461 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -4851873.500000 Penalty: 3430.486572
	Iteration 20F: 3 clusters Score -4851874 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37467 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -4851873.000000 Penalty: 3430.486572
	Iteration 21Q: 3 clusters Score -4851873 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37480 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -4851874.000000 Penalty: 3430.486572
	Iteration 22Q: 3 clusters Score -4851874 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37489 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -4851881.500000 Penalty: 3430.486572
	Iteration 23Q: 3 clusters Score -4851882 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37493 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -4851881.000000 Penalty: 3430.486572
	Iteration 24Q: 3 clusters Score -4851881 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37500 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -4851889.500000 Penalty: 3430.486572
	Iteration 25Q: 3 clusters Score -4851890 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37503 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -4851888.500000 Penalty: 3430.486572
	Iteration 26Q: 3 clusters Score -4851888 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37502 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -4851889.000000 Penalty: 3430.486572
	Iteration 27Q: 3 clusters Score -4851889 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37504 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -4851898.000000 Penalty: 3430.486572
	Iteration 28Q: 3 clusters Score -4851898 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37509 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -4851902.500000 Penalty: 3430.486572
	Iteration 29Q: 3 clusters Score -4851902 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37510 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -4851902.500000 Penalty: 3430.486572
	Iteration 30Q: 3 clusters Score -4851902 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37510 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -4851902.500000 Penalty: 3430.486572
	Iteration 31F: 3 clusters Score -4851902 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (56572 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56572 members 
Entering Unmasked Estep 
Score: -7116215.000000 Penalty: 1778.281372
	Iteration 0F: 2 clusters Score -7116215 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28534 members 
Mstep: Class 2 contains 28038 members 
Entering Unmasked Estep 
Score: -7078496.500000 Penalty: 3556.562744
	Iteration 0F: 3 clusters Score -7078496 nChanged 26669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30769 members 
Mstep: Class 2 contains 25803 members 
Entering Unmasked Estep 
Score: -7094460.000000 Penalty: 3556.562744
	Iteration 1F: 3 clusters Score -7094460 nChanged 2943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32034 members 
Mstep: Class 2 contains 24538 members 
Entering Unmasked Estep 
Score: -7095951.000000 Penalty: 3556.562744
	Iteration 2F: 3 clusters Score -7095951 nChanged 3434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33716 members 
Mstep: Class 2 contains 22856 members 
Entering Unmasked Estep 
Score: -7098145.500000 Penalty: 3556.562744
	Iteration 3F: 3 clusters Score -7098146 nChanged 3936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35808 members 
Mstep: Class 2 contains 20764 members 
Entering Unmasked Estep 
Score: -7101148.000000 Penalty: 3556.562744
	Iteration 4F: 3 clusters Score -7101148 nChanged 4044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38074 members 
Mstep: Class 2 contains 18498 members 
Entering Unmasked Estep 
Score: -7104515.500000 Penalty: 3556.562744
	Iteration 5F: 3 clusters Score -7104516 nChanged 3760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40244 members 
Mstep: Class 2 contains 16328 members 
Entering Unmasked Estep 
Score: -7107765.000000 Penalty: 3556.562744
	Iteration 6F: 3 clusters Score -7107765 nChanged 3062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42048 members 
Mstep: Class 2 contains 14524 members 
Entering Unmasked Estep 
Score: -7110103.000000 Penalty: 3556.562744
	Iteration 7F: 3 clusters Score -7110103 nChanged 2231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43427 members 
Mstep: Class 2 contains 13145 members 
Entering Unmasked Estep 
Score: -7111480.500000 Penalty: 3556.562744
	Iteration 8Q: 3 clusters Score -7111480 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44525 members 
Mstep: Class 2 contains 12047 members 
Entering Unmasked Estep 
Score: -7112354.500000 Penalty: 3556.562744
	Iteration 9Q: 3 clusters Score -7112354 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45404 members 
Mstep: Class 2 contains 11168 members 
Entering Unmasked Estep 
Score: -7112964.500000 Penalty: 3556.562744
	Iteration 10Q: 3 clusters Score -7112964 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46072 members 
Mstep: Class 2 contains 10500 members 
Entering Unmasked Estep 
Score: -7113271.500000 Penalty: 3556.562744
	Iteration 11Q: 3 clusters Score -7113272 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46591 members 
Mstep: Class 2 contains 9981 members 
Entering Unmasked Estep 
Score: -7113493.500000 Penalty: 3556.562744
	Iteration 12Q: 3 clusters Score -7113494 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47072 members 
Mstep: Class 2 contains 9500 members 
Entering Unmasked Estep 
Score: -7113693.500000 Penalty: 3556.562744
	Iteration 13Q: 3 clusters Score -7113694 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47498 members 
Mstep: Class 2 contains 9074 members 
Entering Unmasked Estep 
Score: -7113821.500000 Penalty: 3556.562744
	Iteration 14Q: 3 clusters Score -7113822 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47886 members 
Mstep: Class 2 contains 8686 members 
Entering Unmasked Estep 
Score: -7113916.000000 Penalty: 3556.562744
	Iteration 15Q: 3 clusters Score -7113916 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48212 members 
Mstep: Class 2 contains 8360 members 
Entering Unmasked Estep 
Score: -7113989.000000 Penalty: 3556.562744
	Iteration 16Q: 3 clusters Score -7113989 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48506 members 
Mstep: Class 2 contains 8066 members 
Entering Unmasked Estep 
Score: -7114053.500000 Penalty: 3556.562744
	Iteration 17Q: 3 clusters Score -7114054 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48757 members 
Mstep: Class 2 contains 7815 members 
Entering Unmasked Estep 
Score: -7114098.500000 Penalty: 3556.562744
	Iteration 18Q: 3 clusters Score -7114098 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49016 members 
Mstep: Class 2 contains 7556 members 
Entering Unmasked Estep 
Score: -7114160.000000 Penalty: 3556.562744
	Iteration 19Q: 3 clusters Score -7114160 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49252 members 
Mstep: Class 2 contains 7320 members 
Entering Unmasked Estep 
Score: -7114222.000000 Penalty: 3556.562744
	Iteration 20F: 3 clusters Score -7114222 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49462 members 
Mstep: Class 2 contains 7110 members 
Entering Unmasked Estep 
Score: -7114255.000000 Penalty: 3556.562744
	Iteration 21Q: 3 clusters Score -7114255 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49658 members 
Mstep: Class 2 contains 6914 members 
Entering Unmasked Estep 
Score: -7114308.500000 Penalty: 3556.562744
	Iteration 22Q: 3 clusters Score -7114308 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49878 members 
Mstep: Class 2 contains 6694 members 
Entering Unmasked Estep 
Score: -7114374.500000 Penalty: 3556.562744
	Iteration 23Q: 3 clusters Score -7114374 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50104 members 
Mstep: Class 2 contains 6468 members 
Entering Unmasked Estep 
Score: -7114417.000000 Penalty: 3556.562744
	Iteration 24Q: 3 clusters Score -7114417 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50318 members 
Mstep: Class 2 contains 6254 members 
Entering Unmasked Estep 
Score: -7114466.000000 Penalty: 3556.562744
	Iteration 25Q: 3 clusters Score -7114466 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50518 members 
Mstep: Class 2 contains 6054 members 
Entering Unmasked Estep 
Score: -7114481.000000 Penalty: 3556.562744
	Iteration 26Q: 3 clusters Score -7114481 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50723 members 
Mstep: Class 2 contains 5849 members 
Entering Unmasked Estep 
Score: -7114514.000000 Penalty: 3556.562744
	Iteration 27Q: 3 clusters Score -7114514 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50910 members 
Mstep: Class 2 contains 5662 members 
Entering Unmasked Estep 
Score: -7114565.500000 Penalty: 3556.562744
	Iteration 28Q: 3 clusters Score -7114566 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51089 members 
Mstep: Class 2 contains 5483 members 
Entering Unmasked Estep 
Score: -7114574.500000 Penalty: 3556.562744
	Iteration 29Q: 3 clusters Score -7114574 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51288 members 
Mstep: Class 2 contains 5284 members 
Entering Unmasked Estep 
Score: -7114614.500000 Penalty: 3556.562744
	Iteration 30Q: 3 clusters Score -7114614 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51450 members 
Mstep: Class 2 contains 5122 members 
Entering Unmasked Estep 
Score: -7114629.500000 Penalty: 3556.562744
	Iteration 31Q: 3 clusters Score -7114630 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51599 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -7114641.000000 Penalty: 3556.562744
	Iteration 32Q: 3 clusters Score -7114641 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51734 members 
Mstep: Class 2 contains 4838 members 
Entering Unmasked Estep 
Score: -7114677.500000 Penalty: 3556.562744
	Iteration 33Q: 3 clusters Score -7114678 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51848 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -7114685.000000 Penalty: 3556.562744
	Iteration 34Q: 3 clusters Score -7114685 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51947 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -7114683.000000 Penalty: 3556.562744
	Iteration 35Q: 3 clusters Score -7114683 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52037 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -7114718.000000 Penalty: 3556.562744
	Iteration 36Q: 3 clusters Score -7114718 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52125 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -7114730.500000 Penalty: 3556.562744
	Iteration 37Q: 3 clusters Score -7114730 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52207 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -7114753.000000 Penalty: 3556.562744
	Iteration 38Q: 3 clusters Score -7114753 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52300 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -7114768.000000 Penalty: 3556.562744
	Iteration 39Q: 3 clusters Score -7114768 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52409 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -7114803.000000 Penalty: 3556.562744
	Iteration 40F: 3 clusters Score -7114803 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52511 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -7114814.500000 Penalty: 3556.562744
	Iteration 41Q: 3 clusters Score -7114814 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52600 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -7114824.000000 Penalty: 3556.562744
	Iteration 42Q: 3 clusters Score -7114824 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52692 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -7114848.500000 Penalty: 3556.562744
	Iteration 43Q: 3 clusters Score -7114848 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52772 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -7114873.500000 Penalty: 3556.562744
	Iteration 44Q: 3 clusters Score -7114874 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52867 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -7114902.000000 Penalty: 3556.562744
	Iteration 45Q: 3 clusters Score -7114902 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52972 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -7114903.000000 Penalty: 3556.562744
	Iteration 46Q: 3 clusters Score -7114903 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53068 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -7114942.500000 Penalty: 3556.562744
	Iteration 47Q: 3 clusters Score -7114942 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53160 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -7114956.500000 Penalty: 3556.562744
	Iteration 48Q: 3 clusters Score -7114956 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53263 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -7114976.000000 Penalty: 3556.562744
	Iteration 49Q: 3 clusters Score -7114976 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53363 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -7115006.500000 Penalty: 3556.562744
	Iteration 50Q: 3 clusters Score -7115006 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53461 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -7115030.000000 Penalty: 3556.562744
	Iteration 51Q: 3 clusters Score -7115030 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53527 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -7115041.500000 Penalty: 3556.562744
	Iteration 52Q: 3 clusters Score -7115042 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53596 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -7115055.000000 Penalty: 3556.562744
	Iteration 53Q: 3 clusters Score -7115055 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53658 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -7115071.500000 Penalty: 3556.562744
	Iteration 54Q: 3 clusters Score -7115072 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53724 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -7115105.000000 Penalty: 3556.562744
	Iteration 55Q: 3 clusters Score -7115105 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53792 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -7115124.500000 Penalty: 3556.562744
	Iteration 56Q: 3 clusters Score -7115124 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53832 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -7115135.500000 Penalty: 3556.562744
	Iteration 57Q: 3 clusters Score -7115136 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53883 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -7115139.000000 Penalty: 3556.562744
	Iteration 58Q: 3 clusters Score -7115139 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53928 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -7115133.500000 Penalty: 3556.562744
	Iteration 59Q: 3 clusters Score -7115134 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53968 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -7115145.500000 Penalty: 3556.562744
	Iteration 60F: 3 clusters Score -7115146 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54001 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -7115153.500000 Penalty: 3556.562744
	Iteration 61Q: 3 clusters Score -7115154 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54033 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -7115152.000000 Penalty: 3556.562744
	Iteration 62Q: 3 clusters Score -7115152 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54057 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -7115161.000000 Penalty: 3556.562744
	Iteration 63Q: 3 clusters Score -7115161 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54083 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -7115159.000000 Penalty: 3556.562744
	Iteration 64Q: 3 clusters Score -7115159 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54127 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -7115164.000000 Penalty: 3556.562744
	Iteration 65Q: 3 clusters Score -7115164 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54165 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -7115182.500000 Penalty: 3556.562744
	Iteration 66Q: 3 clusters Score -7115182 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54201 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -7115191.500000 Penalty: 3556.562744
	Iteration 67Q: 3 clusters Score -7115192 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54232 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -7115177.000000 Penalty: 3556.562744
	Iteration 68Q: 3 clusters Score -7115177 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54263 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -7115191.500000 Penalty: 3556.562744
	Iteration 69Q: 3 clusters Score -7115192 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54291 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -7115202.000000 Penalty: 3556.562744
	Iteration 70Q: 3 clusters Score -7115202 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54311 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -7115209.000000 Penalty: 3556.562744
	Iteration 71Q: 3 clusters Score -7115209 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54322 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -7115208.000000 Penalty: 3556.562744
	Iteration 72Q: 3 clusters Score -7115208 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54324 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -7115210.000000 Penalty: 3556.562744
	Iteration 73Q: 3 clusters Score -7115210 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54328 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -7115213.500000 Penalty: 3556.562744
	Iteration 74Q: 3 clusters Score -7115214 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54332 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -7115212.000000 Penalty: 3556.562744
	Iteration 75Q: 3 clusters Score -7115212 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54331 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -7115216.500000 Penalty: 3556.562744
	Iteration 76Q: 3 clusters Score -7115216 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54332 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -7115217.000000 Penalty: 3556.562744
	Iteration 77Q: 3 clusters Score -7115217 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54334 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -7115214.000000 Penalty: 3556.562744
	Iteration 78Q: 3 clusters Score -7115214 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54336 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -7115215.500000 Penalty: 3556.562744
	Iteration 79Q: 3 clusters Score -7115216 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54337 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -7115214.500000 Penalty: 3556.562744
	Iteration 80F: 3 clusters Score -7115214 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54338 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -7115214.500000 Penalty: 3556.562744
	Iteration 81Q: 3 clusters Score -7115214 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54341 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -7115211.000000 Penalty: 3556.562744
	Iteration 82Q: 3 clusters Score -7115211 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54344 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -7115217.500000 Penalty: 3556.562744
	Iteration 83Q: 3 clusters Score -7115218 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54345 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -7115218.000000 Penalty: 3556.562744
	Iteration 84Q: 3 clusters Score -7115218 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54347 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -7115219.000000 Penalty: 3556.562744
	Iteration 85Q: 3 clusters Score -7115219 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54349 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -7115219.000000 Penalty: 3556.562744
	Iteration 86Q: 3 clusters Score -7115219 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54354 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -7115218.500000 Penalty: 3556.562744
	Iteration 87Q: 3 clusters Score -7115218 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54358 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -7115215.000000 Penalty: 3556.562744
	Iteration 88Q: 3 clusters Score -7115215 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54359 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -7115215.500000 Penalty: 3556.562744
	Iteration 89Q: 3 clusters Score -7115216 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54363 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -7115218.000000 Penalty: 3556.562744
	Iteration 90Q: 3 clusters Score -7115218 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54365 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -7115224.500000 Penalty: 3556.562744
	Iteration 91Q: 3 clusters Score -7115224 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54369 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -7115221.500000 Penalty: 3556.562744
	Iteration 92Q: 3 clusters Score -7115222 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54371 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -7115223.500000 Penalty: 3556.562744
	Iteration 93Q: 3 clusters Score -7115224 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54373 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -7115223.000000 Penalty: 3556.562744
	Iteration 94Q: 3 clusters Score -7115223 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54376 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -7115225.500000 Penalty: 3556.562744
	Iteration 95Q: 3 clusters Score -7115226 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54378 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -7115217.000000 Penalty: 3556.562744
	Iteration 96Q: 3 clusters Score -7115217 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54378 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -7115215.000000 Penalty: 3556.562744
	Iteration 97Q: 3 clusters Score -7115215 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54377 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -7115216.500000 Penalty: 3556.562744
	Iteration 98Q: 3 clusters Score -7115216 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54377 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -7115216.500000 Penalty: 3556.562744
	Iteration 99F: 3 clusters Score -7115216 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (37378 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37378 members 
Entering Unmasked Estep 
Score: -4493759.000000 Penalty: 1710.936035
	Iteration 0F: 2 clusters Score -4493759 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18764 members 
Mstep: Class 2 contains 18614 members 
Entering Unmasked Estep 
Score: -4468753.000000 Penalty: 3421.872070
	Iteration 0F: 3 clusters Score -4468753 nChanged 17419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19329 members 
Mstep: Class 2 contains 18049 members 
Entering Unmasked Estep 
Score: -4478779.000000 Penalty: 3421.872070
	Iteration 1F: 3 clusters Score -4478779 nChanged 1911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19840 members 
Mstep: Class 2 contains 17538 members 
Entering Unmasked Estep 
Score: -4479571.000000 Penalty: 3421.872070
	Iteration 2F: 3 clusters Score -4479571 nChanged 2025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20621 members 
Mstep: Class 2 contains 16757 members 
Entering Unmasked Estep 
Score: -4480574.500000 Penalty: 3421.872070
	Iteration 3F: 3 clusters Score -4480574 nChanged 2156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21621 members 
Mstep: Class 2 contains 15757 members 
Entering Unmasked Estep 
Score: -4481843.500000 Penalty: 3421.872070
	Iteration 4F: 3 clusters Score -4481844 nChanged 2382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22875 members 
Mstep: Class 2 contains 14503 members 
Entering Unmasked Estep 
Score: -4483341.000000 Penalty: 3421.872070
	Iteration 5F: 3 clusters Score -4483341 nChanged 2418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24343 members 
Mstep: Class 2 contains 13035 members 
Entering Unmasked Estep 
Score: -4484881.500000 Penalty: 3421.872070
	Iteration 6F: 3 clusters Score -4484882 nChanged 2260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25973 members 
Mstep: Class 2 contains 11405 members 
Entering Unmasked Estep 
Score: -4486340.500000 Penalty: 3421.872070
	Iteration 7F: 3 clusters Score -4486340 nChanged 1992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27679 members 
Mstep: Class 2 contains 9699 members 
Entering Unmasked Estep 
Score: -4487790.000000 Penalty: 3421.872070
	Iteration 8F: 3 clusters Score -4487790 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29265 members 
Mstep: Class 2 contains 8113 members 
Entering Unmasked Estep 
Score: -4489105.000000 Penalty: 3421.872070
	Iteration 9Q: 3 clusters Score -4489105 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30585 members 
Mstep: Class 2 contains 6793 members 
Entering Unmasked Estep 
Score: -4490183.500000 Penalty: 3421.872070
	Iteration 10Q: 3 clusters Score -4490184 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31676 members 
Mstep: Class 2 contains 5702 members 
Entering Unmasked Estep 
Score: -4491043.000000 Penalty: 3421.872070
	Iteration 11Q: 3 clusters Score -4491043 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32482 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -4491603.500000 Penalty: 3421.872070
	Iteration 12Q: 3 clusters Score -4491604 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33103 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -4491938.500000 Penalty: 3421.872070
	Iteration 13Q: 3 clusters Score -4491938 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33584 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -4492152.000000 Penalty: 3421.872070
	Iteration 14Q: 3 clusters Score -4492152 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33977 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -4492315.000000 Penalty: 3421.872070
	Iteration 15Q: 3 clusters Score -4492315 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34286 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -4492418.500000 Penalty: 3421.872070
	Iteration 16Q: 3 clusters Score -4492418 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34531 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -4492537.000000 Penalty: 3421.872070
	Iteration 17Q: 3 clusters Score -4492537 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34752 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -4492619.000000 Penalty: 3421.872070
	Iteration 18Q: 3 clusters Score -4492619 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34941 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -4492682.000000 Penalty: 3421.872070
	Iteration 19Q: 3 clusters Score -4492682 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35105 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -4492748.000000 Penalty: 3421.872070
	Iteration 20F: 3 clusters Score -4492748 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35251 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -4492812.500000 Penalty: 3421.872070
	Iteration 21Q: 3 clusters Score -4492812 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35377 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -4492867.500000 Penalty: 3421.872070
	Iteration 22Q: 3 clusters Score -4492868 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35483 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -4492903.500000 Penalty: 3421.872070
	Iteration 23Q: 3 clusters Score -4492904 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35556 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -4492914.500000 Penalty: 3421.872070
	Iteration 24Q: 3 clusters Score -4492914 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35617 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -4492924.500000 Penalty: 3421.872070
	Iteration 25Q: 3 clusters Score -4492924 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35680 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -4492948.500000 Penalty: 3421.872070
	Iteration 26Q: 3 clusters Score -4492948 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35752 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -4492971.000000 Penalty: 3421.872070
	Iteration 27Q: 3 clusters Score -4492971 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35811 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -4492983.000000 Penalty: 3421.872070
	Iteration 28Q: 3 clusters Score -4492983 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35866 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -4493001.500000 Penalty: 3421.872070
	Iteration 29Q: 3 clusters Score -4493002 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35912 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -4493033.500000 Penalty: 3421.872070
	Iteration 30Q: 3 clusters Score -4493034 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35964 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -4493055.000000 Penalty: 3421.872070
	Iteration 31Q: 3 clusters Score -4493055 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36013 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -4493081.500000 Penalty: 3421.872070
	Iteration 32Q: 3 clusters Score -4493082 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36061 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -4493092.000000 Penalty: 3421.872070
	Iteration 33Q: 3 clusters Score -4493092 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36093 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -4493107.500000 Penalty: 3421.872070
	Iteration 34Q: 3 clusters Score -4493108 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36132 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -4493126.000000 Penalty: 3421.872070
	Iteration 35Q: 3 clusters Score -4493126 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36162 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -4493141.000000 Penalty: 3421.872070
	Iteration 36Q: 3 clusters Score -4493141 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36190 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -4493154.000000 Penalty: 3421.872070
	Iteration 37Q: 3 clusters Score -4493154 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36212 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -4493171.500000 Penalty: 3421.872070
	Iteration 38Q: 3 clusters Score -4493172 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36238 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -4493191.500000 Penalty: 3421.872070
	Iteration 39Q: 3 clusters Score -4493192 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36247 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -4493200.000000 Penalty: 3421.872070
	Iteration 40F: 3 clusters Score -4493200 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36258 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -4493204.500000 Penalty: 3421.872070
	Iteration 41Q: 3 clusters Score -4493204 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36271 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -4493209.000000 Penalty: 3421.872070
	Iteration 42Q: 3 clusters Score -4493209 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36281 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -4493218.500000 Penalty: 3421.872070
	Iteration 43Q: 3 clusters Score -4493218 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36295 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -4493214.000000 Penalty: 3421.872070
	Iteration 44Q: 3 clusters Score -4493214 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36308 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -4493222.500000 Penalty: 3421.872070
	Iteration 45Q: 3 clusters Score -4493222 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36322 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -4493230.500000 Penalty: 3421.872070
	Iteration 46Q: 3 clusters Score -4493230 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36320 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -4493234.000000 Penalty: 3421.872070
	Iteration 47Q: 3 clusters Score -4493234 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36320 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -4493241.500000 Penalty: 3421.872070
	Iteration 48Q: 3 clusters Score -4493242 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36324 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -4493242.500000 Penalty: 3421.872070
	Iteration 49Q: 3 clusters Score -4493242 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36328 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -4493244.000000 Penalty: 3421.872070
	Iteration 50Q: 3 clusters Score -4493244 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36331 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -4493247.000000 Penalty: 3421.872070
	Iteration 51Q: 3 clusters Score -4493247 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36333 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -4493247.000000 Penalty: 3421.872070
	Iteration 52Q: 3 clusters Score -4493247 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36332 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -4493253.500000 Penalty: 3421.872070
	Iteration 53Q: 3 clusters Score -4493254 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36330 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -4493249.000000 Penalty: 3421.872070
	Iteration 54Q: 3 clusters Score -4493249 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36332 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -4493255.000000 Penalty: 3421.872070
	Iteration 55Q: 3 clusters Score -4493255 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36331 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -4493251.000000 Penalty: 3421.872070
	Iteration 56Q: 3 clusters Score -4493251 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36336 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -4493254.500000 Penalty: 3421.872070
	Iteration 57Q: 3 clusters Score -4493254 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36339 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -4493255.500000 Penalty: 3421.872070
	Iteration 58Q: 3 clusters Score -4493256 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36341 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -4493255.500000 Penalty: 3421.872070
	Iteration 59Q: 3 clusters Score -4493256 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36343 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -4493255.500000 Penalty: 3421.872070
	Iteration 60F: 3 clusters Score -4493256 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36343 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -4493254.000000 Penalty: 3421.872070
	Iteration 61Q: 3 clusters Score -4493254 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36342 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -4493252.000000 Penalty: 3421.872070
	Iteration 62Q: 3 clusters Score -4493252 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36345 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -4493258.000000 Penalty: 3421.872070
	Iteration 63Q: 3 clusters Score -4493258 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36345 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -4493257.500000 Penalty: 3421.872070
	Iteration 64Q: 3 clusters Score -4493258 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36346 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -4493263.000000 Penalty: 3421.872070
	Iteration 65Q: 3 clusters Score -4493263 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36348 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -4493261.000000 Penalty: 3421.872070
	Iteration 66Q: 3 clusters Score -4493261 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36346 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -4493260.500000 Penalty: 3421.872070
	Iteration 67Q: 3 clusters Score -4493260 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36347 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -4493262.500000 Penalty: 3421.872070
	Iteration 68Q: 3 clusters Score -4493262 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36347 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -4493265.000000 Penalty: 3421.872070
	Iteration 69Q: 3 clusters Score -4493265 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36350 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -4493265.000000 Penalty: 3421.872070
	Iteration 70Q: 3 clusters Score -4493265 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36349 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -4493260.000000 Penalty: 3421.872070
	Iteration 71Q: 3 clusters Score -4493260 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36347 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -4493267.000000 Penalty: 3421.872070
	Iteration 72Q: 3 clusters Score -4493267 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36346 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -4493270.000000 Penalty: 3421.872070
	Iteration 73Q: 3 clusters Score -4493270 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36346 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -4493270.000000 Penalty: 3421.872070
	Iteration 74F: 3 clusters Score -4493270 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (7352 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7352 members 
Entering Unmasked Estep 
Score: -912792.562500 Penalty: 1446.693359
	Iteration 0F: 2 clusters Score -912792.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -907321.375000 Penalty: 2893.386719
	Iteration 0F: 3 clusters Score -907321.4 nChanged 3066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -909048.062500 Penalty: 2893.386719
	Iteration 1F: 3 clusters Score -909048.1 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -909510.875000 Penalty: 2893.386719
	Iteration 2F: 3 clusters Score -909510.9 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -910007.062500 Penalty: 2893.386719
	Iteration 3F: 3 clusters Score -910007.1 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -910487.812500 Penalty: 2893.386719
	Iteration 4F: 3 clusters Score -910487.8 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -910864.937500 Penalty: 2893.386719
	Iteration 5F: 3 clusters Score -910864.9 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -911113.062500 Penalty: 2893.386719
	Iteration 6F: 3 clusters Score -911113.1 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -911265.312500 Penalty: 2893.386719
	Iteration 7Q: 3 clusters Score -911265.3 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -911388.875000 Penalty: 2893.386719
	Iteration 8Q: 3 clusters Score -911388.9 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -911452.250000 Penalty: 2893.386719
	Iteration 9Q: 3 clusters Score -911452.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -911492.812500 Penalty: 2893.386719
	Iteration 10Q: 3 clusters Score -911492.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -911519.562500 Penalty: 2893.386719
	Iteration 11Q: 3 clusters Score -911519.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -911545.062500 Penalty: 2893.386719
	Iteration 12Q: 3 clusters Score -911545.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -911562.250000 Penalty: 2893.386719
	Iteration 13Q: 3 clusters Score -911562.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -911580.812500 Penalty: 2893.386719
	Iteration 14Q: 3 clusters Score -911580.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -911607.812500 Penalty: 2893.386719
	Iteration 15Q: 3 clusters Score -911607.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -911643.875000 Penalty: 2893.386719
	Iteration 16Q: 3 clusters Score -911643.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -911682.875000 Penalty: 2893.386719
	Iteration 17Q: 3 clusters Score -911682.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -911731.125000 Penalty: 2893.386719
	Iteration 18Q: 3 clusters Score -911731.1 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5025 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -911796.750000 Penalty: 2893.386719
	Iteration 19Q: 3 clusters Score -911796.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -911849.250000 Penalty: 2893.386719
	Iteration 20F: 3 clusters Score -911849.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5143 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -911907.687500 Penalty: 2893.386719
	Iteration 21Q: 3 clusters Score -911907.7 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -911956.875000 Penalty: 2893.386719
	Iteration 22Q: 3 clusters Score -911956.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -912007.687500 Penalty: 2893.386719
	Iteration 23Q: 3 clusters Score -912007.7 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -912059.500000 Penalty: 2893.386719
	Iteration 24Q: 3 clusters Score -912059.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5300 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -912107.937500 Penalty: 2893.386719
	Iteration 25Q: 3 clusters Score -912107.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -912150.500000 Penalty: 2893.386719
	Iteration 26Q: 3 clusters Score -912150.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -912180.687500 Penalty: 2893.386719
	Iteration 27Q: 3 clusters Score -912180.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -912202.437500 Penalty: 2893.386719
	Iteration 28Q: 3 clusters Score -912202.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5416 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -912222.437500 Penalty: 2893.386719
	Iteration 29Q: 3 clusters Score -912222.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5436 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -912237.750000 Penalty: 2893.386719
	Iteration 30Q: 3 clusters Score -912237.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -912248.937500 Penalty: 2893.386719
	Iteration 31Q: 3 clusters Score -912248.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5481 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -912259.812500 Penalty: 2893.386719
	Iteration 32Q: 3 clusters Score -912259.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5497 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -912265.875000 Penalty: 2893.386719
	Iteration 33Q: 3 clusters Score -912265.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5510 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -912272.437500 Penalty: 2893.386719
	Iteration 34Q: 3 clusters Score -912272.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5533 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -912283.250000 Penalty: 2893.386719
	Iteration 35Q: 3 clusters Score -912283.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5548 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -912290.062500 Penalty: 2893.386719
	Iteration 36Q: 3 clusters Score -912290.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5566 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -912300.437500 Penalty: 2893.386719
	Iteration 37Q: 3 clusters Score -912300.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5576 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -912306.562500 Penalty: 2893.386719
	Iteration 38Q: 3 clusters Score -912306.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5593 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -912313.312500 Penalty: 2893.386719
	Iteration 39Q: 3 clusters Score -912313.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5608 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -912320.937500 Penalty: 2893.386719
	Iteration 40F: 3 clusters Score -912320.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5622 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -912324.437500 Penalty: 2893.386719
	Iteration 41Q: 3 clusters Score -912324.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5629 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -912331.187500 Penalty: 2893.386719
	Iteration 42Q: 3 clusters Score -912331.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5639 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -912332.500000 Penalty: 2893.386719
	Iteration 43Q: 3 clusters Score -912332.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5645 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -912334.250000 Penalty: 2893.386719
	Iteration 44Q: 3 clusters Score -912334.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5655 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -912335.250000 Penalty: 2893.386719
	Iteration 45Q: 3 clusters Score -912335.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5661 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -912337.562500 Penalty: 2893.386719
	Iteration 46Q: 3 clusters Score -912337.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5669 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -912340.187500 Penalty: 2893.386719
	Iteration 47Q: 3 clusters Score -912340.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5678 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -912338.437500 Penalty: 2893.386719
	Iteration 48Q: 3 clusters Score -912338.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5681 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -912341.562500 Penalty: 2893.386719
	Iteration 49Q: 3 clusters Score -912341.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5686 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -912341.250000 Penalty: 2893.386719
	Iteration 50Q: 3 clusters Score -912341.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5688 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -912342.312500 Penalty: 2893.386719
	Iteration 51Q: 3 clusters Score -912342.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5691 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -912342.312500 Penalty: 2893.386719
	Iteration 52Q: 3 clusters Score -912342.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -912342.000000 Penalty: 2893.386719
	Iteration 53Q: 3 clusters Score -912342 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -912344.187500 Penalty: 2893.386719
	Iteration 54Q: 3 clusters Score -912344.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5705 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -912346.437500 Penalty: 2893.386719
	Iteration 55Q: 3 clusters Score -912346.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5707 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -912347.937500 Penalty: 2893.386719
	Iteration 56Q: 3 clusters Score -912347.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5708 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -912348.750000 Penalty: 2893.386719
	Iteration 57Q: 3 clusters Score -912348.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5708 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -912348.750000 Penalty: 2893.386719
	Iteration 58F: 3 clusters Score -912348.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (36157 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36157 members 
Entering Unmasked Estep 
Score: -4578859.500000 Penalty: 1705.539185
	Iteration 0F: 2 clusters Score -4578860 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18039 members 
Mstep: Class 2 contains 18118 members 
Entering Unmasked Estep 
Score: -4554429.000000 Penalty: 3411.078369
	Iteration 0F: 3 clusters Score -4554429 nChanged 16983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17720 members 
Mstep: Class 2 contains 18437 members 
Entering Unmasked Estep 
Score: -4563834.000000 Penalty: 3411.078369
	Iteration 1F: 3 clusters Score -4563834 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17496 members 
Mstep: Class 2 contains 18661 members 
Entering Unmasked Estep 
Score: -4564217.000000 Penalty: 3411.078369
	Iteration 2Q: 3 clusters Score -4564217 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17113 members 
Mstep: Class 2 contains 19044 members 
Entering Unmasked Estep 
Score: -4564618.000000 Penalty: 3411.078369
	Iteration 3Q: 3 clusters Score -4564618 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16539 members 
Mstep: Class 2 contains 19618 members 
Entering Unmasked Estep 
Score: -4565126.000000 Penalty: 3411.078369
	Iteration 4Q: 3 clusters Score -4565126 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15715 members 
Mstep: Class 2 contains 20442 members 
Entering Unmasked Estep 
Score: -4565710.500000 Penalty: 3411.078369
	Iteration 5Q: 3 clusters Score -4565710 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14599 members 
Mstep: Class 2 contains 21558 members 
Entering Unmasked Estep 
Score: -4566531.500000 Penalty: 3411.078369
	Iteration 6Q: 3 clusters Score -4566532 nChanged 2037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13090 members 
Mstep: Class 2 contains 23067 members 
Entering Unmasked Estep 
Score: -4567781.500000 Penalty: 3411.078369
	Iteration 7F: 3 clusters Score -4567782 nChanged 2323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11247 members 
Mstep: Class 2 contains 24910 members 
Entering Unmasked Estep 
Score: -4569330.000000 Penalty: 3411.078369
	Iteration 8F: 3 clusters Score -4569330 nChanged 2429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9292 members 
Mstep: Class 2 contains 26865 members 
Entering Unmasked Estep 
Score: -4571166.000000 Penalty: 3411.078369
	Iteration 9F: 3 clusters Score -4571166 nChanged 2136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7604 members 
Mstep: Class 2 contains 28553 members 
Entering Unmasked Estep 
Score: -4573007.000000 Penalty: 3411.078369
	Iteration 10F: 3 clusters Score -4573007 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6467 members 
Mstep: Class 2 contains 29690 members 
Entering Unmasked Estep 
Score: -4574703.000000 Penalty: 3411.078369
	Iteration 11Q: 3 clusters Score -4574703 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5934 members 
Mstep: Class 2 contains 30223 members 
Entering Unmasked Estep 
Score: -4576218.000000 Penalty: 3411.078369
	Iteration 12Q: 3 clusters Score -4576218 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5951 members 
Mstep: Class 2 contains 30206 members 
Entering Unmasked Estep 
Score: -4577271.500000 Penalty: 3411.078369
	Iteration 13Q: 3 clusters Score -4577272 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6146 members 
Mstep: Class 2 contains 30011 members 
Entering Unmasked Estep 
Score: -4577889.000000 Penalty: 3411.078369
	Iteration 14Q: 3 clusters Score -4577889 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6395 members 
Mstep: Class 2 contains 29762 members 
Entering Unmasked Estep 
Score: -4578275.000000 Penalty: 3411.078369
	Iteration 15Q: 3 clusters Score -4578275 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6657 members 
Mstep: Class 2 contains 29500 members 
Entering Unmasked Estep 
Score: -4578511.500000 Penalty: 3411.078369
	Iteration 16Q: 3 clusters Score -4578512 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6905 members 
Mstep: Class 2 contains 29252 members 
Entering Unmasked Estep 
Score: -4578676.500000 Penalty: 3411.078369
	Iteration 17Q: 3 clusters Score -4578676 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7137 members 
Mstep: Class 2 contains 29020 members 
Entering Unmasked Estep 
Score: -4578783.500000 Penalty: 3411.078369
	Iteration 18Q: 3 clusters Score -4578784 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7375 members 
Mstep: Class 2 contains 28782 members 
Entering Unmasked Estep 
Score: -4578857.000000 Penalty: 3411.078369
	Iteration 19Q: 3 clusters Score -4578857 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7577 members 
Mstep: Class 2 contains 28580 members 
Entering Unmasked Estep 
Score: -4578921.500000 Penalty: 3411.078369
	Iteration 20F: 3 clusters Score -4578922 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7792 members 
Mstep: Class 2 contains 28365 members 
Entering Unmasked Estep 
Score: -4579007.500000 Penalty: 3411.078369
	Iteration 21Q: 3 clusters Score -4579008 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7995 members 
Mstep: Class 2 contains 28162 members 
Entering Unmasked Estep 
Score: -4579043.000000 Penalty: 3411.078369
	Iteration 22Q: 3 clusters Score -4579043 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8172 members 
Mstep: Class 2 contains 27985 members 
Entering Unmasked Estep 
Score: -4579056.500000 Penalty: 3411.078369
	Iteration 23Q: 3 clusters Score -4579056 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8324 members 
Mstep: Class 2 contains 27833 members 
Entering Unmasked Estep 
Score: -4579089.500000 Penalty: 3411.078369
	Iteration 24Q: 3 clusters Score -4579090 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8486 members 
Mstep: Class 2 contains 27671 members 
Entering Unmasked Estep 
Score: -4579107.000000 Penalty: 3411.078369
	Iteration 25Q: 3 clusters Score -4579107 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8636 members 
Mstep: Class 2 contains 27521 members 
Entering Unmasked Estep 
Score: -4579144.000000 Penalty: 3411.078369
	Iteration 26Q: 3 clusters Score -4579144 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8766 members 
Mstep: Class 2 contains 27391 members 
Entering Unmasked Estep 
Score: -4579163.000000 Penalty: 3411.078369
	Iteration 27Q: 3 clusters Score -4579163 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8881 members 
Mstep: Class 2 contains 27276 members 
Entering Unmasked Estep 
Score: -4579175.500000 Penalty: 3411.078369
	Iteration 28Q: 3 clusters Score -4579176 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8976 members 
Mstep: Class 2 contains 27181 members 
Entering Unmasked Estep 
Score: -4579207.000000 Penalty: 3411.078369
	Iteration 29Q: 3 clusters Score -4579207 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9062 members 
Mstep: Class 2 contains 27095 members 
Entering Unmasked Estep 
Score: -4579231.000000 Penalty: 3411.078369
	Iteration 30Q: 3 clusters Score -4579231 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9167 members 
Mstep: Class 2 contains 26990 members 
Entering Unmasked Estep 
Score: -4579246.000000 Penalty: 3411.078369
	Iteration 31Q: 3 clusters Score -4579246 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9267 members 
Mstep: Class 2 contains 26890 members 
Entering Unmasked Estep 
Score: -4579248.000000 Penalty: 3411.078369
	Iteration 32Q: 3 clusters Score -4579248 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9370 members 
Mstep: Class 2 contains 26787 members 
Entering Unmasked Estep 
Score: -4579269.500000 Penalty: 3411.078369
	Iteration 33Q: 3 clusters Score -4579270 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9472 members 
Mstep: Class 2 contains 26685 members 
Entering Unmasked Estep 
Score: -4579298.500000 Penalty: 3411.078369
	Iteration 34Q: 3 clusters Score -4579298 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9586 members 
Mstep: Class 2 contains 26571 members 
Entering Unmasked Estep 
Score: -4579303.500000 Penalty: 3411.078369
	Iteration 35Q: 3 clusters Score -4579304 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9699 members 
Mstep: Class 2 contains 26458 members 
Entering Unmasked Estep 
Score: -4579295.000000 Penalty: 3411.078369
	Iteration 36Q: 3 clusters Score -4579295 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9822 members 
Mstep: Class 2 contains 26335 members 
Entering Unmasked Estep 
Score: -4579320.000000 Penalty: 3411.078369
	Iteration 37Q: 3 clusters Score -4579320 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9949 members 
Mstep: Class 2 contains 26208 members 
Entering Unmasked Estep 
Score: -4579349.500000 Penalty: 3411.078369
	Iteration 38Q: 3 clusters Score -4579350 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10072 members 
Mstep: Class 2 contains 26085 members 
Entering Unmasked Estep 
Score: -4579374.500000 Penalty: 3411.078369
	Iteration 39Q: 3 clusters Score -4579374 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10206 members 
Mstep: Class 2 contains 25951 members 
Entering Unmasked Estep 
Score: -4579381.500000 Penalty: 3411.078369
	Iteration 40F: 3 clusters Score -4579382 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10317 members 
Mstep: Class 2 contains 25840 members 
Entering Unmasked Estep 
Score: -4579404.000000 Penalty: 3411.078369
	Iteration 41Q: 3 clusters Score -4579404 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10443 members 
Mstep: Class 2 contains 25714 members 
Entering Unmasked Estep 
Score: -4579408.000000 Penalty: 3411.078369
	Iteration 42Q: 3 clusters Score -4579408 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10571 members 
Mstep: Class 2 contains 25586 members 
Entering Unmasked Estep 
Score: -4579427.000000 Penalty: 3411.078369
	Iteration 43Q: 3 clusters Score -4579427 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10712 members 
Mstep: Class 2 contains 25445 members 
Entering Unmasked Estep 
Score: -4579459.000000 Penalty: 3411.078369
	Iteration 44Q: 3 clusters Score -4579459 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10862 members 
Mstep: Class 2 contains 25295 members 
Entering Unmasked Estep 
Score: -4579503.000000 Penalty: 3411.078369
	Iteration 45Q: 3 clusters Score -4579503 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11006 members 
Mstep: Class 2 contains 25151 members 
Entering Unmasked Estep 
Score: -4579517.000000 Penalty: 3411.078369
	Iteration 46Q: 3 clusters Score -4579517 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11167 members 
Mstep: Class 2 contains 24990 members 
Entering Unmasked Estep 
Score: -4579567.500000 Penalty: 3411.078369
	Iteration 47Q: 3 clusters Score -4579568 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11363 members 
Mstep: Class 2 contains 24794 members 
Entering Unmasked Estep 
Score: -4579622.500000 Penalty: 3411.078369
	Iteration 48Q: 3 clusters Score -4579622 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11565 members 
Mstep: Class 2 contains 24592 members 
Entering Unmasked Estep 
Score: -4579667.000000 Penalty: 3411.078369
	Iteration 49Q: 3 clusters Score -4579667 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11776 members 
Mstep: Class 2 contains 24381 members 
Entering Unmasked Estep 
Score: -4579696.500000 Penalty: 3411.078369
	Iteration 50Q: 3 clusters Score -4579696 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11960 members 
Mstep: Class 2 contains 24197 members 
Entering Unmasked Estep 
Score: -4579753.000000 Penalty: 3411.078369
	Iteration 51Q: 3 clusters Score -4579753 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12128 members 
Mstep: Class 2 contains 24029 members 
Entering Unmasked Estep 
Score: -4579785.000000 Penalty: 3411.078369
	Iteration 52Q: 3 clusters Score -4579785 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12320 members 
Mstep: Class 2 contains 23837 members 
Entering Unmasked Estep 
Score: -4579825.000000 Penalty: 3411.078369
	Iteration 53Q: 3 clusters Score -4579825 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12517 members 
Mstep: Class 2 contains 23640 members 
Entering Unmasked Estep 
Score: -4579874.500000 Penalty: 3411.078369
	Iteration 54Q: 3 clusters Score -4579874 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12681 members 
Mstep: Class 2 contains 23476 members 
Entering Unmasked Estep 
Score: -4579904.000000 Penalty: 3411.078369
	Iteration 55Q: 3 clusters Score -4579904 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12837 members 
Mstep: Class 2 contains 23320 members 
Entering Unmasked Estep 
Score: -4579949.500000 Penalty: 3411.078369
	Iteration 56Q: 3 clusters Score -4579950 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12990 members 
Mstep: Class 2 contains 23167 members 
Entering Unmasked Estep 
Score: -4579962.000000 Penalty: 3411.078369
	Iteration 57Q: 3 clusters Score -4579962 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13121 members 
Mstep: Class 2 contains 23036 members 
Entering Unmasked Estep 
Score: -4579984.000000 Penalty: 3411.078369
	Iteration 58Q: 3 clusters Score -4579984 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13248 members 
Mstep: Class 2 contains 22909 members 
Entering Unmasked Estep 
Score: -4579983.500000 Penalty: 3411.078369
	Iteration 59Q: 3 clusters Score -4579984 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13336 members 
Mstep: Class 2 contains 22821 members 
Entering Unmasked Estep 
Score: -4579989.000000 Penalty: 3411.078369
	Iteration 60F: 3 clusters Score -4579989 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13412 members 
Mstep: Class 2 contains 22745 members 
Entering Unmasked Estep 
Score: -4579995.000000 Penalty: 3411.078369
	Iteration 61Q: 3 clusters Score -4579995 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13479 members 
Mstep: Class 2 contains 22678 members 
Entering Unmasked Estep 
Score: -4580014.500000 Penalty: 3411.078369
	Iteration 62Q: 3 clusters Score -4580014 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13531 members 
Mstep: Class 2 contains 22626 members 
Entering Unmasked Estep 
Score: -4580018.000000 Penalty: 3411.078369
	Iteration 63Q: 3 clusters Score -4580018 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13581 members 
Mstep: Class 2 contains 22576 members 
Entering Unmasked Estep 
Score: -4580015.500000 Penalty: 3411.078369
	Iteration 64Q: 3 clusters Score -4580016 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13620 members 
Mstep: Class 2 contains 22537 members 
Entering Unmasked Estep 
Score: -4580021.000000 Penalty: 3411.078369
	Iteration 65Q: 3 clusters Score -4580021 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13653 members 
Mstep: Class 2 contains 22504 members 
Entering Unmasked Estep 
Score: -4580015.500000 Penalty: 3411.078369
	Iteration 66Q: 3 clusters Score -4580016 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13681 members 
Mstep: Class 2 contains 22476 members 
Entering Unmasked Estep 
Score: -4580024.500000 Penalty: 3411.078369
	Iteration 67Q: 3 clusters Score -4580024 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13699 members 
Mstep: Class 2 contains 22458 members 
Entering Unmasked Estep 
Score: -4580023.000000 Penalty: 3411.078369
	Iteration 68Q: 3 clusters Score -4580023 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13709 members 
Mstep: Class 2 contains 22448 members 
Entering Unmasked Estep 
Score: -4580031.000000 Penalty: 3411.078369
	Iteration 69Q: 3 clusters Score -4580031 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13717 members 
Mstep: Class 2 contains 22440 members 
Entering Unmasked Estep 
Score: -4580026.500000 Penalty: 3411.078369
	Iteration 70Q: 3 clusters Score -4580026 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13726 members 
Mstep: Class 2 contains 22431 members 
Entering Unmasked Estep 
Score: -4580031.000000 Penalty: 3411.078369
	Iteration 71Q: 3 clusters Score -4580031 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13737 members 
Mstep: Class 2 contains 22420 members 
Entering Unmasked Estep 
Score: -4580037.000000 Penalty: 3411.078369
	Iteration 72Q: 3 clusters Score -4580037 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13748 members 
Mstep: Class 2 contains 22409 members 
Entering Unmasked Estep 
Score: -4580037.500000 Penalty: 3411.078369
	Iteration 73Q: 3 clusters Score -4580038 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13757 members 
Mstep: Class 2 contains 22400 members 
Entering Unmasked Estep 
Score: -4580034.000000 Penalty: 3411.078369
	Iteration 74Q: 3 clusters Score -4580034 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13764 members 
Mstep: Class 2 contains 22393 members 
Entering Unmasked Estep 
Score: -4580038.000000 Penalty: 3411.078369
	Iteration 75Q: 3 clusters Score -4580038 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13773 members 
Mstep: Class 2 contains 22384 members 
Entering Unmasked Estep 
Score: -4580040.500000 Penalty: 3411.078369
	Iteration 76Q: 3 clusters Score -4580040 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13779 members 
Mstep: Class 2 contains 22378 members 
Entering Unmasked Estep 
Score: -4580038.000000 Penalty: 3411.078369
	Iteration 77Q: 3 clusters Score -4580038 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13783 members 
Mstep: Class 2 contains 22374 members 
Entering Unmasked Estep 
Score: -4580034.000000 Penalty: 3411.078369
	Iteration 78Q: 3 clusters Score -4580034 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13786 members 
Mstep: Class 2 contains 22371 members 
Entering Unmasked Estep 
Score: -4580034.500000 Penalty: 3411.078369
	Iteration 79Q: 3 clusters Score -4580034 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13789 members 
Mstep: Class 2 contains 22368 members 
Entering Unmasked Estep 
Score: -4580034.000000 Penalty: 3411.078369
	Iteration 80F: 3 clusters Score -4580034 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 1403 members 
Mstep: Class 3 contains 10242 members 
Mstep: Class 4 contains 1900 members 
Mstep: Class 5 contains 2607 members 
Mstep: Class 6 contains 1750 members 
Mstep: Class 7 contains 76497 members 
Mstep: Class 8 contains 11481 members 
Mstep: Class 9 contains 42763 members 
Mstep: Class 10 contains 12451 members 
Mstep: Class 11 contains 38382 members 
Mstep: Class 12 contains 56572 members 
Mstep: Class 13 contains 37378 members 
Mstep: Class 14 contains 7352 members 
Mstep: Class 15 contains 13789 members 
Mstep: Class 16 contains 31625 members 
Mstep: Class 17 contains 19114 members 
Mstep: Class 18 contains 14039 members 
Mstep: Class 19 contains 33735 members 
Mstep: Class 20 contains 7609 members 
Mstep: Class 21 contains 13837 members 
Mstep: Class 22 contains 435 members 
Mstep: Class 23 contains 24256 members 
Mstep: Class 24 contains 8708 members 
Mstep: Class 25 contains 37755 members 
Mstep: Class 26 contains 13551 members 
Mstep: Class 27 contains 28008 members 
Mstep: Class 28 contains 31471 members 
Mstep: Class 29 contains 22418 members 
Mstep: Class 30 contains 147440 members 
Mstep: Class 31 contains 25779 members 
Mstep: Class 32 contains 4357 members 
Mstep: Class 33 contains 3320 members 
Mstep: Class 34 contains 2320 members 
Mstep: Class 35 contains 4170 members 
Mstep: Class 36 contains 2410 members 
Mstep: Class 37 contains 2213 members 
Mstep: Class 38 contains 1537 members 
Mstep: Class 39 contains 917 members 
Mstep: Class 40 contains 22368 members 
Entering Unmasked Estep 
Score: -100271616.000000 Penalty: 88515.882812
Splitting cluster 15 changes total score from -100269424.000000 to -100271616.000000
So it's getting split into cluster 40.
Entering ConstructFrom: 
Trying to split cluster 16 (31625 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31625 members 
Entering Unmasked Estep 
Score: -4103510.500000 Penalty: 1683.776733
	Iteration 0F: 2 clusters Score -4103510 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15907 members 
Mstep: Class 2 contains 15718 members 
Entering Unmasked Estep 
Score: -4082333.500000 Penalty: 3367.553467
	Iteration 0F: 3 clusters Score -4082334 nChanged 14517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16470 members 
Mstep: Class 2 contains 15155 members 
Entering Unmasked Estep 
Score: -4090301.000000 Penalty: 3367.553467
	Iteration 1F: 3 clusters Score -4090301 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16920 members 
Mstep: Class 2 contains 14705 members 
Entering Unmasked Estep 
Score: -4090710.500000 Penalty: 3367.553467
	Iteration 2Q: 3 clusters Score -4090710 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17632 members 
Mstep: Class 2 contains 13993 members 
Entering Unmasked Estep 
Score: -4091177.500000 Penalty: 3367.553467
	Iteration 3Q: 3 clusters Score -4091178 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18650 members 
Mstep: Class 2 contains 12975 members 
Entering Unmasked Estep 
Score: -4091784.250000 Penalty: 3367.553467
	Iteration 4Q: 3 clusters Score -4091784 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20042 members 
Mstep: Class 2 contains 11583 members 
Entering Unmasked Estep 
Score: -4092614.750000 Penalty: 3367.553467
	Iteration 5F: 3 clusters Score -4092615 nChanged 1966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21810 members 
Mstep: Class 2 contains 9815 members 
Entering Unmasked Estep 
Score: -4093847.500000 Penalty: 3367.553467
	Iteration 6F: 3 clusters Score -4093848 nChanged 2204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23924 members 
Mstep: Class 2 contains 7701 members 
Entering Unmasked Estep 
Score: -4095454.000000 Penalty: 3367.553467
	Iteration 7F: 3 clusters Score -4095454 nChanged 2192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26046 members 
Mstep: Class 2 contains 5579 members 
Entering Unmasked Estep 
Score: -4097237.500000 Penalty: 3367.553467
	Iteration 8F: 3 clusters Score -4097238 nChanged 1853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27875 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -4098880.750000 Penalty: 3367.553467
	Iteration 9F: 3 clusters Score -4098881 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29234 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -4100121.250000 Penalty: 3367.553467
	Iteration 10Q: 3 clusters Score -4100121 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30134 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -4100946.750000 Penalty: 3367.553467
	Iteration 11Q: 3 clusters Score -4100947 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30614 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -4101371.500000 Penalty: 3367.553467
	Iteration 12Q: 3 clusters Score -4101372 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30890 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -4101622.000000 Penalty: 3367.553467
	Iteration 13Q: 3 clusters Score -4101622 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31041 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -4101781.750000 Penalty: 3367.553467
	Iteration 14Q: 3 clusters Score -4101782 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31122 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -4101869.250000 Penalty: 3367.553467
	Iteration 15Q: 3 clusters Score -4101869 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31191 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -4101932.750000 Penalty: 3367.553467
	Iteration 16Q: 3 clusters Score -4101933 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31235 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -4101974.750000 Penalty: 3367.553467
	Iteration 17Q: 3 clusters Score -4101975 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31255 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -4102005.000000 Penalty: 3367.553467
	Iteration 18Q: 3 clusters Score -4102005 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31267 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -4102015.250000 Penalty: 3367.553467
	Iteration 19Q: 3 clusters Score -4102015 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31274 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -4102025.500000 Penalty: 3367.553467
	Iteration 20F: 3 clusters Score -4102026 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31280 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -4102039.250000 Penalty: 3367.553467
	Iteration 21Q: 3 clusters Score -4102039 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31286 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -4102043.750000 Penalty: 3367.553467
	Iteration 22Q: 3 clusters Score -4102044 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31290 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -4102041.750000 Penalty: 3367.553467
	Iteration 23Q: 3 clusters Score -4102042 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31295 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -4102046.500000 Penalty: 3367.553467
	Iteration 24Q: 3 clusters Score -4102046 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31299 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -4102047.500000 Penalty: 3367.553467
	Iteration 25Q: 3 clusters Score -4102048 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31303 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -4102054.750000 Penalty: 3367.553467
	Iteration 26Q: 3 clusters Score -4102055 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31304 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -4102060.500000 Penalty: 3367.553467
	Iteration 27Q: 3 clusters Score -4102060 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31306 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -4102063.750000 Penalty: 3367.553467
	Iteration 28Q: 3 clusters Score -4102064 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31308 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -4102064.250000 Penalty: 3367.553467
	Iteration 29Q: 3 clusters Score -4102064 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31309 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -4102064.250000 Penalty: 3367.553467
	Iteration 30Q: 3 clusters Score -4102064 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31309 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -4102069.250000 Penalty: 3367.553467
	Iteration 31Q: 3 clusters Score -4102069 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31311 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -4102073.000000 Penalty: 3367.553467
	Iteration 32Q: 3 clusters Score -4102073 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31313 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -4102075.000000 Penalty: 3367.553467
	Iteration 33Q: 3 clusters Score -4102075 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31316 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -4102076.000000 Penalty: 3367.553467
	Iteration 34Q: 3 clusters Score -4102076 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31319 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -4102080.000000 Penalty: 3367.553467
	Iteration 35Q: 3 clusters Score -4102080 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31320 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -4102082.750000 Penalty: 3367.553467
	Iteration 36Q: 3 clusters Score -4102083 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31319 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -4102083.000000 Penalty: 3367.553467
	Iteration 37Q: 3 clusters Score -4102083 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31319 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -4102083.000000 Penalty: 3367.553467
	Iteration 38Q: 3 clusters Score -4102083 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31321 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -4102085.500000 Penalty: 3367.553467
	Iteration 39Q: 3 clusters Score -4102086 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31322 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -4102087.250000 Penalty: 3367.553467
	Iteration 40F: 3 clusters Score -4102087 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31323 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -4102088.500000 Penalty: 3367.553467
	Iteration 41Q: 3 clusters Score -4102088 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31326 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -4102093.000000 Penalty: 3367.553467
	Iteration 42Q: 3 clusters Score -4102093 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31327 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -4102095.500000 Penalty: 3367.553467
	Iteration 43Q: 3 clusters Score -4102096 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31329 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -4102097.000000 Penalty: 3367.553467
	Iteration 44Q: 3 clusters Score -4102097 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31330 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -4102097.750000 Penalty: 3367.553467
	Iteration 45Q: 3 clusters Score -4102098 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31330 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -4102097.750000 Penalty: 3367.553467
	Iteration 46F: 3 clusters Score -4102098 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (19114 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19114 members 
Entering Unmasked Estep 
Score: -2380390.500000 Penalty: 1601.953613
	Iteration 0F: 2 clusters Score -2380390 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9605 members 
Mstep: Class 2 contains 9509 members 
Entering Unmasked Estep 
Score: -2367451.500000 Penalty: 3203.907227
	Iteration 0F: 3 clusters Score -2367452 nChanged 8554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9811 members 
Mstep: Class 2 contains 9303 members 
Entering Unmasked Estep 
Score: -2372427.500000 Penalty: 3203.907227
	Iteration 1F: 3 clusters Score -2372428 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9900 members 
Mstep: Class 2 contains 9214 members 
Entering Unmasked Estep 
Score: -2372965.750000 Penalty: 3203.907227
	Iteration 2F: 3 clusters Score -2372966 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9951 members 
Mstep: Class 2 contains 9163 members 
Entering Unmasked Estep 
Score: -2373529.000000 Penalty: 3203.907227
	Iteration 3F: 3 clusters Score -2373529 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9990 members 
Mstep: Class 2 contains 9124 members 
Entering Unmasked Estep 
Score: -2374089.250000 Penalty: 3203.907227
	Iteration 4F: 3 clusters Score -2374089 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10027 members 
Mstep: Class 2 contains 9087 members 
Entering Unmasked Estep 
Score: -2374606.250000 Penalty: 3203.907227
	Iteration 5F: 3 clusters Score -2374606 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10091 members 
Mstep: Class 2 contains 9023 members 
Entering Unmasked Estep 
Score: -2375119.750000 Penalty: 3203.907227
	Iteration 6Q: 3 clusters Score -2375120 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10186 members 
Mstep: Class 2 contains 8928 members 
Entering Unmasked Estep 
Score: -2375640.750000 Penalty: 3203.907227
	Iteration 7F: 3 clusters Score -2375641 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10302 members 
Mstep: Class 2 contains 8812 members 
Entering Unmasked Estep 
Score: -2376144.750000 Penalty: 3203.907227
	Iteration 8Q: 3 clusters Score -2376145 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10413 members 
Mstep: Class 2 contains 8701 members 
Entering Unmasked Estep 
Score: -2376564.500000 Penalty: 3203.907227
	Iteration 9Q: 3 clusters Score -2376564 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10508 members 
Mstep: Class 2 contains 8606 members 
Entering Unmasked Estep 
Score: -2376854.250000 Penalty: 3203.907227
	Iteration 10Q: 3 clusters Score -2376854 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10625 members 
Mstep: Class 2 contains 8489 members 
Entering Unmasked Estep 
Score: -2377067.750000 Penalty: 3203.907227
	Iteration 11Q: 3 clusters Score -2377068 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10741 members 
Mstep: Class 2 contains 8373 members 
Entering Unmasked Estep 
Score: -2377207.000000 Penalty: 3203.907227
	Iteration 12Q: 3 clusters Score -2377207 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10823 members 
Mstep: Class 2 contains 8291 members 
Entering Unmasked Estep 
Score: -2377304.250000 Penalty: 3203.907227
	Iteration 13Q: 3 clusters Score -2377304 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10906 members 
Mstep: Class 2 contains 8208 members 
Entering Unmasked Estep 
Score: -2377354.000000 Penalty: 3203.907227
	Iteration 14Q: 3 clusters Score -2377354 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10987 members 
Mstep: Class 2 contains 8127 members 
Entering Unmasked Estep 
Score: -2377386.750000 Penalty: 3203.907227
	Iteration 15Q: 3 clusters Score -2377387 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11080 members 
Mstep: Class 2 contains 8034 members 
Entering Unmasked Estep 
Score: -2377412.000000 Penalty: 3203.907227
	Iteration 16Q: 3 clusters Score -2377412 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11167 members 
Mstep: Class 2 contains 7947 members 
Entering Unmasked Estep 
Score: -2377444.750000 Penalty: 3203.907227
	Iteration 17Q: 3 clusters Score -2377445 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11272 members 
Mstep: Class 2 contains 7842 members 
Entering Unmasked Estep 
Score: -2377468.250000 Penalty: 3203.907227
	Iteration 18Q: 3 clusters Score -2377468 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11393 members 
Mstep: Class 2 contains 7721 members 
Entering Unmasked Estep 
Score: -2377504.000000 Penalty: 3203.907227
	Iteration 19Q: 3 clusters Score -2377504 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11499 members 
Mstep: Class 2 contains 7615 members 
Entering Unmasked Estep 
Score: -2377522.250000 Penalty: 3203.907227
	Iteration 20F: 3 clusters Score -2377522 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11600 members 
Mstep: Class 2 contains 7514 members 
Entering Unmasked Estep 
Score: -2377533.000000 Penalty: 3203.907227
	Iteration 21Q: 3 clusters Score -2377533 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11689 members 
Mstep: Class 2 contains 7425 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -2377555 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11789 members 
Mstep: Class 2 contains 7325 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -2377572 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11899 members 
Mstep: Class 2 contains 7215 members 
Entering Unmasked Estep 
Score: -2377604.250000 Penalty: 3203.907227
	Iteration 24Q: 3 clusters Score -2377604 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12018 members 
Mstep: Class 2 contains 7096 members 
Entering Unmasked Estep 
Score: -2377634.500000 Penalty: 3203.907227
	Iteration 25Q: 3 clusters Score -2377634 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12120 members 
Mstep: Class 2 contains 6994 members 
Entering Unmasked Estep 
Score: -2377644.500000 Penalty: 3203.907227
	Iteration 26Q: 3 clusters Score -2377644 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12214 members 
Mstep: Class 2 contains 6900 members 
Entering Unmasked Estep 
Score: -2377664.250000 Penalty: 3203.907227
	Iteration 27Q: 3 clusters Score -2377664 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12304 members 
Mstep: Class 2 contains 6810 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -2377670 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12403 members 
Mstep: Class 2 contains 6711 members 
Entering Unmasked Estep 
Score: -2377687.500000 Penalty: 3203.907227
	Iteration 29Q: 3 clusters Score -2377688 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12510 members 
Mstep: Class 2 contains 6604 members 
Entering Unmasked Estep 
Score: -2377700.250000 Penalty: 3203.907227
	Iteration 30Q: 3 clusters Score -2377700 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12624 members 
Mstep: Class 2 contains 6490 members 
Entering Unmasked Estep 
Score: -2377729.500000 Penalty: 3203.907227
	Iteration 31Q: 3 clusters Score -2377730 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12731 members 
Mstep: Class 2 contains 6383 members 
Entering Unmasked Estep 
Score: -2377750.750000 Penalty: 3203.907227
	Iteration 32Q: 3 clusters Score -2377751 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12825 members 
Mstep: Class 2 contains 6289 members 
Entering Unmasked Estep 
Score: -2377762.750000 Penalty: 3203.907227
	Iteration 33Q: 3 clusters Score -2377763 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12930 members 
Mstep: Class 2 contains 6184 members 
Entering Unmasked Estep 
Score: -2377777.000000 Penalty: 3203.907227
	Iteration 34Q: 3 clusters Score -2377777 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13027 members 
Mstep: Class 2 contains 6087 members 
Entering Unmasked Estep 
Score: -2377794.000000 Penalty: 3203.907227
	Iteration 35Q: 3 clusters Score -2377794 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13150 members 
Mstep: Class 2 contains 5964 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -2377821 nChanged 141
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13287 members 
Mstep: Class 2 contains 5827 members 
Entering Unmasked Estep 
Score: -2377856.000000 Penalty: 3203.907227
	Iteration 37Q: 3 clusters Score -2377856 nChanged 144
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13427 members 
Mstep: Class 2 contains 5687 members 
Entering Unmasked Estep 
Score: -2377879.500000 Penalty: 3203.907227
	Iteration 38Q: 3 clusters Score -2377880 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13565 members 
Mstep: Class 2 contains 5549 members 
Entering Unmasked Estep 
Score: -2377911.250000 Penalty: 3203.907227
	Iteration 39Q: 3 clusters Score -2377911 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13713 members 
Mstep: Class 2 contains 5401 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -2377945 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13868 members 
Mstep: Class 2 contains 5246 members 
Entering Unmasked Estep 
Score: -2377991.750000 Penalty: 3203.907227
	Iteration 41Q: 3 clusters Score -2377992 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14034 members 
Mstep: Class 2 contains 5080 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -2378042 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14220 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -2378088 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14398 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -2378135.500000 Penalty: 3203.907227
	Iteration 44Q: 3 clusters Score -2378136 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14576 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -2378184.500000 Penalty: 3203.907227
	Iteration 45Q: 3 clusters Score -2378184 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14725 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -2378218 nChanged 145
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14870 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -2378262.750000 Penalty: 3203.907227
	Iteration 47Q: 3 clusters Score -2378263 nChanged 146
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15012 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -2378311 nChanged 173
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15183 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -2378374 nChanged 175
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15354 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -2378431.750000 Penalty: 3203.907227
	Iteration 50Q: 3 clusters Score -2378432 nChanged 181
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15529 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -2378489.000000 Penalty: 3203.907227
	Iteration 51Q: 3 clusters Score -2378489 nChanged 178
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Mstep: Class 1 contains 15703 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -2378543 nChanged 149
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15850 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -2378594 nChanged 154
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Mstep: Class 1 contains 16002 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -2378640 nChanged 139
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Mstep: Class 1 contains 16141 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -2378680 nChanged 146
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Mstep: Class 1 contains 16287 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -2378733 nChanged 144
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Mstep: Class 1 contains 16431 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -2378788 nChanged 118
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Mstep: Class 1 contains 16547 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -2378838 nChanged 120
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16665 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -2378884 nChanged 146
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Mstep: Class 1 contains 16801 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -2378948.250000 Penalty: 3203.907227
	Iteration 60F: 3 clusters Score -2378948 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16926 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -2379034 nChanged 137
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17057 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -2379124.500000 Penalty: 3203.907227
	Iteration 62Q: 3 clusters Score -2379124 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17181 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -2379212.750000 Penalty: 3203.907227
	Iteration 63Q: 3 clusters Score -2379213 nChanged 135
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17286 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -2379330.750000 Penalty: 3203.907227
	Iteration 64Q: 3 clusters Score -2379331 nChanged 130
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17388 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -2379495.750000 Penalty: 3203.907227
	Iteration 65Q: 3 clusters Score -2379496 nChanged 139
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17461 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -2379726 nChanged 143
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Mstep: Class 1 contains 17500 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -2379907 nChanged 152
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Mstep: Class 1 contains 17510 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -2380029 nChanged 124
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Mstep: Class 1 contains 17498 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -2380094 nChanged 96
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Mstep: Class 1 contains 17464 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -2380135 nChanged 70
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Mstep: Class 1 contains 17434 members 
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Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -2380158 nChanged 66
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Mstep: Class 1 contains 17394 members 
Mstep: Class 2 contains 1720 members 
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	Iteration 72Q: 3 clusters Score -2380185 nChanged 71
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Mstep: Class 1 contains 17353 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -2380209.500000 Penalty: 3203.907227
	Iteration 73Q: 3 clusters Score -2380210 nChanged 59
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Mstep: Class 1 contains 17316 members 
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Entering Unmasked Estep 
Score: -2380226.750000 Penalty: 3203.907227
	Iteration 74Q: 3 clusters Score -2380227 nChanged 47
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17283 members 
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Entering Unmasked Estep 
Score: -2380241.750000 Penalty: 3203.907227
	Iteration 75Q: 3 clusters Score -2380242 nChanged 42
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17251 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -2380250.000000 Penalty: 3203.907227
	Iteration 76Q: 3 clusters Score -2380250 nChanged 36
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17225 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -2380252.000000 Penalty: 3203.907227
	Iteration 77Q: 3 clusters Score -2380252 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17205 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -2380258.000000 Penalty: 3203.907227
	Iteration 78Q: 3 clusters Score -2380258 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17188 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -2380264.750000 Penalty: 3203.907227
	Iteration 79Q: 3 clusters Score -2380265 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17175 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -2380279.000000 Penalty: 3203.907227
	Iteration 80F: 3 clusters Score -2380279 nChanged 30
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17151 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -2380282.000000 Penalty: 3203.907227
	Iteration 81Q: 3 clusters Score -2380282 nChanged 40
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17125 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -2380287.500000 Penalty: 3203.907227
	Iteration 82Q: 3 clusters Score -2380288 nChanged 34
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17101 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -2380290.750000 Penalty: 3203.907227
	Iteration 83Q: 3 clusters Score -2380291 nChanged 35
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17074 members 
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Entering Unmasked Estep 
Score: -2380296.250000 Penalty: 3203.907227
	Iteration 84Q: 3 clusters Score -2380296 nChanged 36
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17048 members 
Mstep: Class 2 contains 2066 members 
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Score: -2380310.000000 Penalty: 3203.907227
	Iteration 85Q: 3 clusters Score -2380310 nChanged 35
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17023 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -2380310 nChanged 42
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16995 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -2380320.750000 Penalty: 3203.907227
	Iteration 87Q: 3 clusters Score -2380321 nChanged 39
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16968 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -2380331.250000 Penalty: 3203.907227
	Iteration 88Q: 3 clusters Score -2380331 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16945 members 
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Entering Unmasked Estep 
Score: -2380337.750000 Penalty: 3203.907227
	Iteration 89Q: 3 clusters Score -2380338 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16926 members 
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Score: -2380342.250000 Penalty: 3203.907227
	Iteration 90Q: 3 clusters Score -2380342 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16920 members 
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Entering Unmasked Estep 
Score: -2380346.750000 Penalty: 3203.907227
	Iteration 91Q: 3 clusters Score -2380347 nChanged 14
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Mstep: Class 1 contains 16910 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -2380350.750000 Penalty: 3203.907227
	Iteration 92Q: 3 clusters Score -2380351 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16898 members 
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Entering Unmasked Estep 
Score: -2380358.500000 Penalty: 3203.907227
	Iteration 93Q: 3 clusters Score -2380358 nChanged 25
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Mstep: Class 1 contains 16889 members 
Mstep: Class 2 contains 2225 members 
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Score: -2380361.500000 Penalty: 3203.907227
	Iteration 94Q: 3 clusters Score -2380362 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16873 members 
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	Iteration 95Q: 3 clusters Score -2380366 nChanged 20
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Mstep: Class 1 contains 16865 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -2380367 nChanged 24
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Mstep: Class 1 contains 16857 members 
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Entering Unmasked Estep 
Score: -2380371.750000 Penalty: 3203.907227
	Iteration 97Q: 3 clusters Score -2380372 nChanged 22
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	Iteration 98Q: 3 clusters Score -2380373 nChanged 19
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Mstep: Class 1 contains 16862 members 
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Score: -2380378.000000 Penalty: 3203.907227
	Iteration 99Q: 3 clusters Score -2380378 nChanged 19
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Mstep: Class 1 contains 16863 members 
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Score: -2380381.000000 Penalty: 3203.907227
	Iteration 100F: 3 clusters Score -2380381 nChanged 19
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Mstep: Class 1 contains 16866 members 
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Score: -2380385.500000 Penalty: 3203.907227
	Iteration 101Q: 3 clusters Score -2380386 nChanged 14
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Score: -2380390.000000 Penalty: 3203.907227
	Iteration 102Q: 3 clusters Score -2380390 nChanged 11
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	Iteration 103Q: 3 clusters Score -2380390 nChanged 6
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Score: -2380392.000000 Penalty: 3203.907227
	Iteration 104Q: 3 clusters Score -2380392 nChanged 9
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	Iteration 105Q: 3 clusters Score -2380390 nChanged 5
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	Iteration 106Q: 3 clusters Score -2380392 nChanged 7
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Score: -2380388.750000 Penalty: 3203.907227
	Iteration 107Q: 3 clusters Score -2380389 nChanged 11
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Mstep: Class 1 contains 16861 members 
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Score: -2380398.750000 Penalty: 3203.907227
	Iteration 108Q: 3 clusters Score -2380399 nChanged 13
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Mstep: Class 1 contains 16854 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -2380398 nChanged 9
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Mstep: Class 1 contains 16847 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -2380396.500000 Penalty: 3203.907227
	Iteration 110Q: 3 clusters Score -2380396 nChanged 11
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Entering Unmasked Estep 
Score: -2380401.000000 Penalty: 3203.907227
	Iteration 111Q: 3 clusters Score -2380401 nChanged 10
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Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -2380405.000000 Penalty: 3203.907227
	Iteration 112Q: 3 clusters Score -2380405 nChanged 9
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Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -2380410.250000 Penalty: 3203.907227
	Iteration 113Q: 3 clusters Score -2380410 nChanged 15
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Entering Unmasked Estep 
Score: -2380406.750000 Penalty: 3203.907227
	Iteration 114Q: 3 clusters Score -2380407 nChanged 12
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Entering Unmasked Estep 
Score: -2380411.750000 Penalty: 3203.907227
	Iteration 115Q: 3 clusters Score -2380412 nChanged 8
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Entering Unmasked Estep 
Score: -2380408.250000 Penalty: 3203.907227
	Iteration 116Q: 3 clusters Score -2380408 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16809 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -2380413.250000 Penalty: 3203.907227
	Iteration 117Q: 3 clusters Score -2380413 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16810 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -2380414.500000 Penalty: 3203.907227
	Iteration 118Q: 3 clusters Score -2380414 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16807 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -2380411.250000 Penalty: 3203.907227
	Iteration 119Q: 3 clusters Score -2380411 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16806 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -2380416.000000 Penalty: 3203.907227
	Iteration 120F: 3 clusters Score -2380416 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16805 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -2380416.750000 Penalty: 3203.907227
	Iteration 121Q: 3 clusters Score -2380417 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16803 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -2380414.750000 Penalty: 3203.907227
	Iteration 122Q: 3 clusters Score -2380415 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16803 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -2380415.500000 Penalty: 3203.907227
	Iteration 123Q: 3 clusters Score -2380416 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16803 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -2380415.500000 Penalty: 3203.907227
	Iteration 124F: 3 clusters Score -2380416 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 1403 members 
Mstep: Class 3 contains 10242 members 
Mstep: Class 4 contains 1900 members 
Mstep: Class 5 contains 2607 members 
Mstep: Class 6 contains 1750 members 
Mstep: Class 7 contains 76497 members 
Mstep: Class 8 contains 11481 members 
Mstep: Class 9 contains 42763 members 
Mstep: Class 10 contains 12451 members 
Mstep: Class 11 contains 38382 members 
Mstep: Class 12 contains 56572 members 
Mstep: Class 13 contains 37378 members 
Mstep: Class 14 contains 7352 members 
Mstep: Class 15 contains 13789 members 
Mstep: Class 16 contains 31625 members 
Mstep: Class 17 contains 16803 members 
Mstep: Class 18 contains 14039 members 
Mstep: Class 19 contains 33735 members 
Mstep: Class 20 contains 7609 members 
Mstep: Class 21 contains 13837 members 
Mstep: Class 22 contains 435 members 
Mstep: Class 23 contains 24256 members 
Mstep: Class 24 contains 8708 members 
Mstep: Class 25 contains 37755 members 
Mstep: Class 26 contains 13551 members 
Mstep: Class 27 contains 28008 members 
Mstep: Class 28 contains 31471 members 
Mstep: Class 29 contains 22418 members 
Mstep: Class 30 contains 147440 members 
Mstep: Class 31 contains 25779 members 
Mstep: Class 32 contains 4357 members 
Mstep: Class 33 contains 3320 members 
Mstep: Class 34 contains 2320 members 
Mstep: Class 35 contains 4170 members 
Mstep: Class 36 contains 2410 members 
Mstep: Class 37 contains 2213 members 
Mstep: Class 38 contains 1537 members 
Mstep: Class 39 contains 917 members 
Mstep: Class 40 contains 22368 members 
Mstep: Class 41 contains 2311 members 
Entering Unmasked Estep 
Score: -100271048.000000 Penalty: 90728.781250
Splitting cluster 17 changes total score from -100269424.000000 to -100271048.000000
So it's getting split into cluster 41.
Entering ConstructFrom: 
Trying to split cluster 18 (14039 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14039 members 
Entering Unmasked Estep 
Score: -1770878.125000 Penalty: 1551.809204
	Iteration 0F: 2 clusters Score -1770878 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7001 members 
Mstep: Class 2 contains 7038 members 
Entering Unmasked Estep 
Score: -1761169.000000 Penalty: 3103.618408
	Iteration 0F: 3 clusters Score -1761169 nChanged 6185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6824 members 
Mstep: Class 2 contains 7215 members 
Entering Unmasked Estep 
Score: -1764548.875000 Penalty: 3103.618408
	Iteration 1F: 3 clusters Score -1764549 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6663 members 
Mstep: Class 2 contains 7376 members 
Entering Unmasked Estep 
Score: -1764879.000000 Penalty: 3103.618408
	Iteration 2F: 3 clusters Score -1764879 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6401 members 
Mstep: Class 2 contains 7638 members 
Entering Unmasked Estep 
Score: -1765283.625000 Penalty: 3103.618408
	Iteration 3F: 3 clusters Score -1765284 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6039 members 
Mstep: Class 2 contains 8000 members 
Entering Unmasked Estep 
Score: -1765801.125000 Penalty: 3103.618408
	Iteration 4F: 3 clusters Score -1765801 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5500 members 
Mstep: Class 2 contains 8539 members 
Entering Unmasked Estep 
Score: -1766454.875000 Penalty: 3103.618408
	Iteration 5F: 3 clusters Score -1766455 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 9261 members 
Entering Unmasked Estep 
Score: -1767291.375000 Penalty: 3103.618408
	Iteration 6F: 3 clusters Score -1767291 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 10026 members 
Entering Unmasked Estep 
Score: -1768253.375000 Penalty: 3103.618408
	Iteration 7F: 3 clusters Score -1768253 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 10614 members 
Entering Unmasked Estep 
Score: -1769097.500000 Penalty: 3103.618408
	Iteration 8F: 3 clusters Score -1769098 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 10983 members 
Entering Unmasked Estep 
Score: -1769679.000000 Penalty: 3103.618408
	Iteration 9Q: 3 clusters Score -1769679 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 11230 members 
Entering Unmasked Estep 
Score: -1770049.625000 Penalty: 3103.618408
	Iteration 10Q: 3 clusters Score -1770050 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 11379 members 
Entering Unmasked Estep 
Score: -1770243.750000 Penalty: 3103.618408
	Iteration 11Q: 3 clusters Score -1770244 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 11469 members 
Entering Unmasked Estep 
Score: -1770331.000000 Penalty: 3103.618408
	Iteration 12Q: 3 clusters Score -1770331 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 11523 members 
Entering Unmasked Estep 
Score: -1770383.875000 Penalty: 3103.618408
	Iteration 13Q: 3 clusters Score -1770384 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 11555 members 
Entering Unmasked Estep 
Score: -1770417.625000 Penalty: 3103.618408
	Iteration 14Q: 3 clusters Score -1770418 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 11582 members 
Entering Unmasked Estep 
Score: -1770441.750000 Penalty: 3103.618408
	Iteration 15Q: 3 clusters Score -1770442 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 11614 members 
Entering Unmasked Estep 
Score: -1770459.125000 Penalty: 3103.618408
	Iteration 16Q: 3 clusters Score -1770459 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 11643 members 
Entering Unmasked Estep 
Score: -1770474.500000 Penalty: 3103.618408
	Iteration 17Q: 3 clusters Score -1770474 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 11665 members 
Entering Unmasked Estep 
Score: -1770497.250000 Penalty: 3103.618408
	Iteration 18Q: 3 clusters Score -1770497 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 11689 members 
Entering Unmasked Estep 
Score: -1770509.875000 Penalty: 3103.618408
	Iteration 19Q: 3 clusters Score -1770510 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 11721 members 
Entering Unmasked Estep 
Score: -1770527.625000 Penalty: 3103.618408
	Iteration 20F: 3 clusters Score -1770528 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 11746 members 
Entering Unmasked Estep 
Score: -1770542.625000 Penalty: 3103.618408
	Iteration 21Q: 3 clusters Score -1770543 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 11780 members 
Entering Unmasked Estep 
Score: -1770553.375000 Penalty: 3103.618408
	Iteration 22Q: 3 clusters Score -1770553 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 11801 members 
Entering Unmasked Estep 
Score: -1770564.000000 Penalty: 3103.618408
	Iteration 23Q: 3 clusters Score -1770564 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 11812 members 
Entering Unmasked Estep 
Score: -1770567.750000 Penalty: 3103.618408
	Iteration 24Q: 3 clusters Score -1770568 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 11819 members 
Entering Unmasked Estep 
Score: -1770570.375000 Penalty: 3103.618408
	Iteration 25Q: 3 clusters Score -1770570 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 11821 members 
Entering Unmasked Estep 
Score: -1770572.625000 Penalty: 3103.618408
	Iteration 26Q: 3 clusters Score -1770573 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 11823 members 
Entering Unmasked Estep 
Score: -1770574.500000 Penalty: 3103.618408
	Iteration 27Q: 3 clusters Score -1770574 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 11825 members 
Entering Unmasked Estep 
Score: -1770575.000000 Penalty: 3103.618408
	Iteration 28Q: 3 clusters Score -1770575 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 11827 members 
Entering Unmasked Estep 
Score: -1770574.000000 Penalty: 3103.618408
	Iteration 29Q: 3 clusters Score -1770574 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 11829 members 
Entering Unmasked Estep 
Score: -1770575.250000 Penalty: 3103.618408
	Iteration 30Q: 3 clusters Score -1770575 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 11832 members 
Entering Unmasked Estep 
Score: -1770574.750000 Penalty: 3103.618408
	Iteration 31Q: 3 clusters Score -1770575 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 11837 members 
Entering Unmasked Estep 
Score: -1770575.750000 Penalty: 3103.618408
	Iteration 32Q: 3 clusters Score -1770576 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 11840 members 
Entering Unmasked Estep 
Score: -1770577.375000 Penalty: 3103.618408
	Iteration 33Q: 3 clusters Score -1770577 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 11844 members 
Entering Unmasked Estep 
Score: -1770576.000000 Penalty: 3103.618408
	Iteration 34Q: 3 clusters Score -1770576 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 11849 members 
Entering Unmasked Estep 
Score: -1770577.750000 Penalty: 3103.618408
	Iteration 35Q: 3 clusters Score -1770578 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 11851 members 
Entering Unmasked Estep 
Score: -1770578.000000 Penalty: 3103.618408
	Iteration 36Q: 3 clusters Score -1770578 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 11851 members 
Entering Unmasked Estep 
Score: -1770576.750000 Penalty: 3103.618408
	Iteration 37Q: 3 clusters Score -1770577 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 11854 members 
Entering Unmasked Estep 
Score: -1770579.875000 Penalty: 3103.618408
	Iteration 38Q: 3 clusters Score -1770580 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 11858 members 
Entering Unmasked Estep 
Score: -1770580.750000 Penalty: 3103.618408
	Iteration 39Q: 3 clusters Score -1770581 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 11861 members 
Entering Unmasked Estep 
Score: -1770582.125000 Penalty: 3103.618408
	Iteration 40F: 3 clusters Score -1770582 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 11867 members 
Entering Unmasked Estep 
Score: -1770582.625000 Penalty: 3103.618408
	Iteration 41Q: 3 clusters Score -1770583 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 11871 members 
Entering Unmasked Estep 
Score: -1770584.875000 Penalty: 3103.618408
	Iteration 42Q: 3 clusters Score -1770585 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 11871 members 
Entering Unmasked Estep 
Score: -1770584.875000 Penalty: 3103.618408
	Iteration 43F: 3 clusters Score -1770585 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (33735 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33735 members 
Entering Unmasked Estep 
Score: -3954712.000000 Penalty: 1694.272339
	Iteration 0F: 2 clusters Score -3954712 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16906 members 
Mstep: Class 2 contains 16829 members 
Entering Unmasked Estep 
Score: -3932051.750000 Penalty: 3388.544678
	Iteration 0F: 3 clusters Score -3932052 nChanged 15672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16720 members 
Mstep: Class 2 contains 17015 members 
Entering Unmasked Estep 
Score: -3941413.500000 Penalty: 3388.544678
	Iteration 1F: 3 clusters Score -3941414 nChanged 1971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16603 members 
Mstep: Class 2 contains 17132 members 
Entering Unmasked Estep 
Score: -3942536.250000 Penalty: 3388.544678
	Iteration 2F: 3 clusters Score -3942536 nChanged 2150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16551 members 
Mstep: Class 2 contains 17184 members 
Entering Unmasked Estep 
Score: -3943896.500000 Penalty: 3388.544678
	Iteration 3F: 3 clusters Score -3943896 nChanged 2187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16588 members 
Mstep: Class 2 contains 17147 members 
Entering Unmasked Estep 
Score: -3945276.000000 Penalty: 3388.544678
	Iteration 4F: 3 clusters Score -3945276 nChanged 2120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16698 members 
Mstep: Class 2 contains 17037 members 
Entering Unmasked Estep 
Score: -3946423.500000 Penalty: 3388.544678
	Iteration 5F: 3 clusters Score -3946424 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16725 members 
Mstep: Class 2 contains 17010 members 
Entering Unmasked Estep 
Score: -3947296.250000 Penalty: 3388.544678
	Iteration 6F: 3 clusters Score -3947296 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16738 members 
Mstep: Class 2 contains 16997 members 
Entering Unmasked Estep 
Score: -3947996.000000 Penalty: 3388.544678
	Iteration 7Q: 3 clusters Score -3947996 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16757 members 
Mstep: Class 2 contains 16978 members 
Entering Unmasked Estep 
Score: -3948501.000000 Penalty: 3388.544678
	Iteration 8Q: 3 clusters Score -3948501 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16780 members 
Mstep: Class 2 contains 16955 members 
Entering Unmasked Estep 
Score: -3948896.750000 Penalty: 3388.544678
	Iteration 9Q: 3 clusters Score -3948897 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16760 members 
Mstep: Class 2 contains 16975 members 
Entering Unmasked Estep 
Score: -3949202.500000 Penalty: 3388.544678
	Iteration 10Q: 3 clusters Score -3949202 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16742 members 
Mstep: Class 2 contains 16993 members 
Entering Unmasked Estep 
Score: -3949408.000000 Penalty: 3388.544678
	Iteration 11Q: 3 clusters Score -3949408 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16711 members 
Mstep: Class 2 contains 17024 members 
Entering Unmasked Estep 
Score: -3949609.750000 Penalty: 3388.544678
	Iteration 12Q: 3 clusters Score -3949610 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16682 members 
Mstep: Class 2 contains 17053 members 
Entering Unmasked Estep 
Score: -3949753.250000 Penalty: 3388.544678
	Iteration 13Q: 3 clusters Score -3949753 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16659 members 
Mstep: Class 2 contains 17076 members 
Entering Unmasked Estep 
Score: -3949889.250000 Penalty: 3388.544678
	Iteration 14Q: 3 clusters Score -3949889 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16663 members 
Mstep: Class 2 contains 17072 members 
Entering Unmasked Estep 
Score: -3949956.000000 Penalty: 3388.544678
	Iteration 15Q: 3 clusters Score -3949956 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16672 members 
Mstep: Class 2 contains 17063 members 
Entering Unmasked Estep 
Score: -3950024.500000 Penalty: 3388.544678
	Iteration 16Q: 3 clusters Score -3950024 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16689 members 
Mstep: Class 2 contains 17046 members 
Entering Unmasked Estep 
Score: -3950083.250000 Penalty: 3388.544678
	Iteration 17Q: 3 clusters Score -3950083 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16698 members 
Mstep: Class 2 contains 17037 members 
Entering Unmasked Estep 
Score: -3950117.750000 Penalty: 3388.544678
	Iteration 18Q: 3 clusters Score -3950118 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16691 members 
Mstep: Class 2 contains 17044 members 
Entering Unmasked Estep 
Score: -3950142.500000 Penalty: 3388.544678
	Iteration 19Q: 3 clusters Score -3950142 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16676 members 
Mstep: Class 2 contains 17059 members 
Entering Unmasked Estep 
Score: -3950176.750000 Penalty: 3388.544678
	Iteration 20F: 3 clusters Score -3950177 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16639 members 
Mstep: Class 2 contains 17096 members 
Entering Unmasked Estep 
Score: -3950208.250000 Penalty: 3388.544678
	Iteration 21Q: 3 clusters Score -3950208 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16611 members 
Mstep: Class 2 contains 17124 members 
Entering Unmasked Estep 
Score: -3950240.250000 Penalty: 3388.544678
	Iteration 22Q: 3 clusters Score -3950240 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16598 members 
Mstep: Class 2 contains 17137 members 
Entering Unmasked Estep 
Score: -3950260.250000 Penalty: 3388.544678
	Iteration 23Q: 3 clusters Score -3950260 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16573 members 
Mstep: Class 2 contains 17162 members 
Entering Unmasked Estep 
Score: -3950270.000000 Penalty: 3388.544678
	Iteration 24Q: 3 clusters Score -3950270 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16526 members 
Mstep: Class 2 contains 17209 members 
Entering Unmasked Estep 
Score: -3950308.500000 Penalty: 3388.544678
	Iteration 25Q: 3 clusters Score -3950308 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16482 members 
Mstep: Class 2 contains 17253 members 
Entering Unmasked Estep 
Score: -3950331.000000 Penalty: 3388.544678
	Iteration 26Q: 3 clusters Score -3950331 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16427 members 
Mstep: Class 2 contains 17308 members 
Entering Unmasked Estep 
Score: -3950353.750000 Penalty: 3388.544678
	Iteration 27Q: 3 clusters Score -3950354 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16369 members 
Mstep: Class 2 contains 17366 members 
Entering Unmasked Estep 
Score: -3950385.750000 Penalty: 3388.544678
	Iteration 28Q: 3 clusters Score -3950386 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16315 members 
Mstep: Class 2 contains 17420 members 
Entering Unmasked Estep 
Score: -3950425.000000 Penalty: 3388.544678
	Iteration 29Q: 3 clusters Score -3950425 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16248 members 
Mstep: Class 2 contains 17487 members 
Entering Unmasked Estep 
Score: -3950427.750000 Penalty: 3388.544678
	Iteration 30Q: 3 clusters Score -3950428 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16182 members 
Mstep: Class 2 contains 17553 members 
Entering Unmasked Estep 
Score: -3950459.500000 Penalty: 3388.544678
	Iteration 31Q: 3 clusters Score -3950460 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16114 members 
Mstep: Class 2 contains 17621 members 
Entering Unmasked Estep 
Score: -3950498.750000 Penalty: 3388.544678
	Iteration 32Q: 3 clusters Score -3950499 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16059 members 
Mstep: Class 2 contains 17676 members 
Entering Unmasked Estep 
Score: -3950507.750000 Penalty: 3388.544678
	Iteration 33Q: 3 clusters Score -3950508 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16004 members 
Mstep: Class 2 contains 17731 members 
Entering Unmasked Estep 
Score: -3950512.750000 Penalty: 3388.544678
	Iteration 34Q: 3 clusters Score -3950513 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15958 members 
Mstep: Class 2 contains 17777 members 
Entering Unmasked Estep 
Score: -3950519.500000 Penalty: 3388.544678
	Iteration 35Q: 3 clusters Score -3950520 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15890 members 
Mstep: Class 2 contains 17845 members 
Entering Unmasked Estep 
Score: -3950567.000000 Penalty: 3388.544678
	Iteration 36Q: 3 clusters Score -3950567 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15804 members 
Mstep: Class 2 contains 17931 members 
Entering Unmasked Estep 
Score: -3950584.500000 Penalty: 3388.544678
	Iteration 37Q: 3 clusters Score -3950584 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15710 members 
Mstep: Class 2 contains 18025 members 
Entering Unmasked Estep 
Score: -3950609.500000 Penalty: 3388.544678
	Iteration 38Q: 3 clusters Score -3950610 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15614 members 
Mstep: Class 2 contains 18121 members 
Entering Unmasked Estep 
Score: -3950638.750000 Penalty: 3388.544678
	Iteration 39Q: 3 clusters Score -3950639 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15509 members 
Mstep: Class 2 contains 18226 members 
Entering Unmasked Estep 
Score: -3950660.500000 Penalty: 3388.544678
	Iteration 40F: 3 clusters Score -3950660 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15384 members 
Mstep: Class 2 contains 18351 members 
Entering Unmasked Estep 
Score: -3950665.000000 Penalty: 3388.544678
	Iteration 41Q: 3 clusters Score -3950665 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15265 members 
Mstep: Class 2 contains 18470 members 
Entering Unmasked Estep 
Score: -3950707.750000 Penalty: 3388.544678
	Iteration 42Q: 3 clusters Score -3950708 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15135 members 
Mstep: Class 2 contains 18600 members 
Entering Unmasked Estep 
Score: -3950721.250000 Penalty: 3388.544678
	Iteration 43Q: 3 clusters Score -3950721 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14998 members 
Mstep: Class 2 contains 18737 members 
Entering Unmasked Estep 
Score: -3950742.750000 Penalty: 3388.544678
	Iteration 44Q: 3 clusters Score -3950743 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14864 members 
Mstep: Class 2 contains 18871 members 
Entering Unmasked Estep 
Score: -3950754.000000 Penalty: 3388.544678
	Iteration 45Q: 3 clusters Score -3950754 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14716 members 
Mstep: Class 2 contains 19019 members 
Entering Unmasked Estep 
Score: -3950791.750000 Penalty: 3388.544678
	Iteration 46Q: 3 clusters Score -3950792 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14558 members 
Mstep: Class 2 contains 19177 members 
Entering Unmasked Estep 
Score: -3950806.750000 Penalty: 3388.544678
	Iteration 47Q: 3 clusters Score -3950807 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14417 members 
Mstep: Class 2 contains 19318 members 
Entering Unmasked Estep 
Score: -3950816.500000 Penalty: 3388.544678
	Iteration 48Q: 3 clusters Score -3950816 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14274 members 
Mstep: Class 2 contains 19461 members 
Entering Unmasked Estep 
Score: -3950841.750000 Penalty: 3388.544678
	Iteration 49Q: 3 clusters Score -3950842 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14113 members 
Mstep: Class 2 contains 19622 members 
Entering Unmasked Estep 
Score: -3950866.000000 Penalty: 3388.544678
	Iteration 50Q: 3 clusters Score -3950866 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13969 members 
Mstep: Class 2 contains 19766 members 
Entering Unmasked Estep 
Score: -3950897.000000 Penalty: 3388.544678
	Iteration 51Q: 3 clusters Score -3950897 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13838 members 
Mstep: Class 2 contains 19897 members 
Entering Unmasked Estep 
Score: -3950905.750000 Penalty: 3388.544678
	Iteration 52Q: 3 clusters Score -3950906 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13708 members 
Mstep: Class 2 contains 20027 members 
Entering Unmasked Estep 
Score: -3950918.250000 Penalty: 3388.544678
	Iteration 53Q: 3 clusters Score -3950918 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13564 members 
Mstep: Class 2 contains 20171 members 
Entering Unmasked Estep 
Score: -3950935.000000 Penalty: 3388.544678
	Iteration 54Q: 3 clusters Score -3950935 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13392 members 
Mstep: Class 2 contains 20343 members 
Entering Unmasked Estep 
Score: -3950949.500000 Penalty: 3388.544678
	Iteration 55Q: 3 clusters Score -3950950 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13216 members 
Mstep: Class 2 contains 20519 members 
Entering Unmasked Estep 
Score: -3950971.000000 Penalty: 3388.544678
	Iteration 56Q: 3 clusters Score -3950971 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13014 members 
Mstep: Class 2 contains 20721 members 
Entering Unmasked Estep 
Score: -3951012.250000 Penalty: 3388.544678
	Iteration 57Q: 3 clusters Score -3951012 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12816 members 
Mstep: Class 2 contains 20919 members 
Entering Unmasked Estep 
Score: -3951047.500000 Penalty: 3388.544678
	Iteration 58Q: 3 clusters Score -3951048 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12614 members 
Mstep: Class 2 contains 21121 members 
Entering Unmasked Estep 
Score: -3951078.250000 Penalty: 3388.544678
	Iteration 59Q: 3 clusters Score -3951078 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12417 members 
Mstep: Class 2 contains 21318 members 
Entering Unmasked Estep 
Score: -3951109.750000 Penalty: 3388.544678
	Iteration 60F: 3 clusters Score -3951110 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12222 members 
Mstep: Class 2 contains 21513 members 
Entering Unmasked Estep 
Score: -3951123.250000 Penalty: 3388.544678
	Iteration 61Q: 3 clusters Score -3951123 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12012 members 
Mstep: Class 2 contains 21723 members 
Entering Unmasked Estep 
Score: -3951150.500000 Penalty: 3388.544678
	Iteration 62Q: 3 clusters Score -3951150 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11797 members 
Mstep: Class 2 contains 21938 members 
Entering Unmasked Estep 
Score: -3951174.500000 Penalty: 3388.544678
	Iteration 63Q: 3 clusters Score -3951174 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11589 members 
Mstep: Class 2 contains 22146 members 
Entering Unmasked Estep 
Score: -3951217.500000 Penalty: 3388.544678
	Iteration 64Q: 3 clusters Score -3951218 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11355 members 
Mstep: Class 2 contains 22380 members 
Entering Unmasked Estep 
Score: -3951257.250000 Penalty: 3388.544678
	Iteration 65Q: 3 clusters Score -3951257 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11142 members 
Mstep: Class 2 contains 22593 members 
Entering Unmasked Estep 
Score: -3951286.000000 Penalty: 3388.544678
	Iteration 66Q: 3 clusters Score -3951286 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10923 members 
Mstep: Class 2 contains 22812 members 
Entering Unmasked Estep 
Score: -3951340.000000 Penalty: 3388.544678
	Iteration 67Q: 3 clusters Score -3951340 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10678 members 
Mstep: Class 2 contains 23057 members 
Entering Unmasked Estep 
Score: -3951371.000000 Penalty: 3388.544678
	Iteration 68Q: 3 clusters Score -3951371 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10440 members 
Mstep: Class 2 contains 23295 members 
Entering Unmasked Estep 
Score: -3951411.000000 Penalty: 3388.544678
	Iteration 69Q: 3 clusters Score -3951411 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10186 members 
Mstep: Class 2 contains 23549 members 
Entering Unmasked Estep 
Score: -3951447.500000 Penalty: 3388.544678
	Iteration 70Q: 3 clusters Score -3951448 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9921 members 
Mstep: Class 2 contains 23814 members 
Entering Unmasked Estep 
Score: -3951505.000000 Penalty: 3388.544678
	Iteration 71Q: 3 clusters Score -3951505 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9636 members 
Mstep: Class 2 contains 24099 members 
Entering Unmasked Estep 
Score: -3951579.500000 Penalty: 3388.544678
	Iteration 72Q: 3 clusters Score -3951580 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9377 members 
Mstep: Class 2 contains 24358 members 
Entering Unmasked Estep 
Score: -3951625.250000 Penalty: 3388.544678
	Iteration 73Q: 3 clusters Score -3951625 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9136 members 
Mstep: Class 2 contains 24599 members 
Entering Unmasked Estep 
Score: -3951657.500000 Penalty: 3388.544678
	Iteration 74Q: 3 clusters Score -3951658 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8886 members 
Mstep: Class 2 contains 24849 members 
Entering Unmasked Estep 
Score: -3951699.500000 Penalty: 3388.544678
	Iteration 75Q: 3 clusters Score -3951700 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8636 members 
Mstep: Class 2 contains 25099 members 
Entering Unmasked Estep 
Score: -3951741.250000 Penalty: 3388.544678
	Iteration 76Q: 3 clusters Score -3951741 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8367 members 
Mstep: Class 2 contains 25368 members 
Entering Unmasked Estep 
Score: -3951803.000000 Penalty: 3388.544678
	Iteration 77Q: 3 clusters Score -3951803 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8076 members 
Mstep: Class 2 contains 25659 members 
Entering Unmasked Estep 
Score: -3951853.000000 Penalty: 3388.544678
	Iteration 78Q: 3 clusters Score -3951853 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7780 members 
Mstep: Class 2 contains 25955 members 
Entering Unmasked Estep 
Score: -3951912.250000 Penalty: 3388.544678
	Iteration 79Q: 3 clusters Score -3951912 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7480 members 
Mstep: Class 2 contains 26255 members 
Entering Unmasked Estep 
Score: -3951991.500000 Penalty: 3388.544678
	Iteration 80F: 3 clusters Score -3951992 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7188 members 
Mstep: Class 2 contains 26547 members 
Entering Unmasked Estep 
Score: -3952040.750000 Penalty: 3388.544678
	Iteration 81Q: 3 clusters Score -3952041 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6890 members 
Mstep: Class 2 contains 26845 members 
Entering Unmasked Estep 
Score: -3952101.500000 Penalty: 3388.544678
	Iteration 82Q: 3 clusters Score -3952102 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6567 members 
Mstep: Class 2 contains 27168 members 
Entering Unmasked Estep 
Score: -3952210.750000 Penalty: 3388.544678
	Iteration 83Q: 3 clusters Score -3952211 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6252 members 
Mstep: Class 2 contains 27483 members 
Entering Unmasked Estep 
Score: -3952297.500000 Penalty: 3388.544678
	Iteration 84Q: 3 clusters Score -3952298 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5937 members 
Mstep: Class 2 contains 27798 members 
Entering Unmasked Estep 
Score: -3952382.000000 Penalty: 3388.544678
	Iteration 85Q: 3 clusters Score -3952382 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5590 members 
Mstep: Class 2 contains 28145 members 
Entering Unmasked Estep 
Score: -3952495.000000 Penalty: 3388.544678
	Iteration 86Q: 3 clusters Score -3952495 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 28487 members 
Entering Unmasked Estep 
Score: -3952618.000000 Penalty: 3388.544678
	Iteration 87Q: 3 clusters Score -3952618 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 28834 members 
Entering Unmasked Estep 
Score: -3952733.750000 Penalty: 3388.544678
	Iteration 88Q: 3 clusters Score -3952734 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 29178 members 
Entering Unmasked Estep 
Score: -3952852.000000 Penalty: 3388.544678
	Iteration 89Q: 3 clusters Score -3952852 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 29511 members 
Entering Unmasked Estep 
Score: -3952956.250000 Penalty: 3388.544678
	Iteration 90Q: 3 clusters Score -3952956 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 29833 members 
Entering Unmasked Estep 
Score: -3953111.750000 Penalty: 3388.544678
	Iteration 91Q: 3 clusters Score -3953112 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 30164 members 
Entering Unmasked Estep 
Score: -3953279.750000 Penalty: 3388.544678
	Iteration 92Q: 3 clusters Score -3953280 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 30473 members 
Entering Unmasked Estep 
Score: -3953438.250000 Penalty: 3388.544678
	Iteration 93Q: 3 clusters Score -3953438 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 30742 members 
Entering Unmasked Estep 
Score: -3953576.500000 Penalty: 3388.544678
	Iteration 94Q: 3 clusters Score -3953576 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 30974 members 
Entering Unmasked Estep 
Score: -3953662.500000 Penalty: 3388.544678
	Iteration 95Q: 3 clusters Score -3953662 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 31156 members 
Entering Unmasked Estep 
Score: -3953723.750000 Penalty: 3388.544678
	Iteration 96Q: 3 clusters Score -3953724 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 31306 members 
Entering Unmasked Estep 
Score: -3953764.500000 Penalty: 3388.544678
	Iteration 97Q: 3 clusters Score -3953764 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 31438 members 
Entering Unmasked Estep 
Score: -3953818.000000 Penalty: 3388.544678
	Iteration 98Q: 3 clusters Score -3953818 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 31552 members 
Entering Unmasked Estep 
Score: -3953845.000000 Penalty: 3388.544678
	Iteration 99Q: 3 clusters Score -3953845 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 31652 members 
Entering Unmasked Estep 
Score: -3953880.000000 Penalty: 3388.544678
	Iteration 100F: 3 clusters Score -3953880 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 31739 members 
Entering Unmasked Estep 
Score: -3953901.500000 Penalty: 3388.544678
	Iteration 101Q: 3 clusters Score -3953902 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 31816 members 
Entering Unmasked Estep 
Score: -3953920.250000 Penalty: 3388.544678
	Iteration 102Q: 3 clusters Score -3953920 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 31883 members 
Entering Unmasked Estep 
Score: -3953938.750000 Penalty: 3388.544678
	Iteration 103Q: 3 clusters Score -3953939 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 31947 members 
Entering Unmasked Estep 
Score: -3953956.000000 Penalty: 3388.544678
	Iteration 104Q: 3 clusters Score -3953956 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 31997 members 
Entering Unmasked Estep 
Score: -3953961.000000 Penalty: 3388.544678
	Iteration 105Q: 3 clusters Score -3953961 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 32038 members 
Entering Unmasked Estep 
Score: -3953971.250000 Penalty: 3388.544678
	Iteration 106Q: 3 clusters Score -3953971 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 32074 members 
Entering Unmasked Estep 
Score: -3953979.750000 Penalty: 3388.544678
	Iteration 107Q: 3 clusters Score -3953980 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 32109 members 
Entering Unmasked Estep 
Score: -3953988.500000 Penalty: 3388.544678
	Iteration 108Q: 3 clusters Score -3953988 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 32141 members 
Entering Unmasked Estep 
Score: -3953999.750000 Penalty: 3388.544678
	Iteration 109Q: 3 clusters Score -3954000 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 32170 members 
Entering Unmasked Estep 
Score: -3954007.000000 Penalty: 3388.544678
	Iteration 110Q: 3 clusters Score -3954007 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 32188 members 
Entering Unmasked Estep 
Score: -3954016.750000 Penalty: 3388.544678
	Iteration 111Q: 3 clusters Score -3954017 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 32206 members 
Entering Unmasked Estep 
Score: -3954024.000000 Penalty: 3388.544678
	Iteration 112Q: 3 clusters Score -3954024 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 32219 members 
Entering Unmasked Estep 
Score: -3954032.750000 Penalty: 3388.544678
	Iteration 113Q: 3 clusters Score -3954033 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 32237 members 
Entering Unmasked Estep 
Score: -3954041.250000 Penalty: 3388.544678
	Iteration 114Q: 3 clusters Score -3954041 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 32248 members 
Entering Unmasked Estep 
Score: -3954035.500000 Penalty: 3388.544678
	Iteration 115Q: 3 clusters Score -3954036 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 32258 members 
Entering Unmasked Estep 
Score: -3954042.500000 Penalty: 3388.544678
	Iteration 116Q: 3 clusters Score -3954042 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 32264 members 
Entering Unmasked Estep 
Score: -3954040.250000 Penalty: 3388.544678
	Iteration 117Q: 3 clusters Score -3954040 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 32269 members 
Entering Unmasked Estep 
Score: -3954036.500000 Penalty: 3388.544678
	Iteration 118Q: 3 clusters Score -3954036 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 32272 members 
Entering Unmasked Estep 
Score: -3954036.250000 Penalty: 3388.544678
	Iteration 119Q: 3 clusters Score -3954036 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 32274 members 
Entering Unmasked Estep 
Score: -3954041.000000 Penalty: 3388.544678
	Iteration 120F: 3 clusters Score -3954041 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 32277 members 
Entering Unmasked Estep 
Score: -3954037.250000 Penalty: 3388.544678
	Iteration 121Q: 3 clusters Score -3954037 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 32280 members 
Entering Unmasked Estep 
Score: -3954038.750000 Penalty: 3388.544678
	Iteration 122Q: 3 clusters Score -3954039 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 32280 members 
Entering Unmasked Estep 
Score: -3954038.750000 Penalty: 3388.544678
	Iteration 123F: 3 clusters Score -3954039 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (7609 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7609 members 
Entering Unmasked Estep 
Score: -926338.875000 Penalty: 1452.276611
	Iteration 0F: 2 clusters Score -926338.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -920735.937500 Penalty: 2904.553223
	Iteration 0F: 3 clusters Score -920735.9 nChanged 3159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -922604.187500 Penalty: 2904.553223
	Iteration 1F: 3 clusters Score -922604.2 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -922966.750000 Penalty: 2904.553223
	Iteration 2F: 3 clusters Score -922966.8 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -923348.437500 Penalty: 2904.553223
	Iteration 3F: 3 clusters Score -923348.4 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -923762.000000 Penalty: 2904.553223
	Iteration 4F: 3 clusters Score -923762 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 5281 members 
Entering Unmasked Estep 
Score: -924143.000000 Penalty: 2904.553223
	Iteration 5F: 3 clusters Score -924143 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 5585 members 
Entering Unmasked Estep 
Score: -924457.375000 Penalty: 2904.553223
	Iteration 6F: 3 clusters Score -924457.4 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 5852 members 
Entering Unmasked Estep 
Score: -924716.562500 Penalty: 2904.553223
	Iteration 7Q: 3 clusters Score -924716.6 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 6075 members 
Entering Unmasked Estep 
Score: -924950.250000 Penalty: 2904.553223
	Iteration 8Q: 3 clusters Score -924950.2 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 6278 members 
Entering Unmasked Estep 
Score: -925161.500000 Penalty: 2904.553223
	Iteration 9Q: 3 clusters Score -925161.5 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 6439 members 
Entering Unmasked Estep 
Score: -925367.625000 Penalty: 2904.553223
	Iteration 10Q: 3 clusters Score -925367.6 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 6568 members 
Entering Unmasked Estep 
Score: -925583.937500 Penalty: 2904.553223
	Iteration 11Q: 3 clusters Score -925583.9 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 6642 members 
Entering Unmasked Estep 
Score: -925809.750000 Penalty: 2904.553223
	Iteration 12Q: 3 clusters Score -925809.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 6675 members 
Entering Unmasked Estep 
Score: -925926.062500 Penalty: 2904.553223
	Iteration 13Q: 3 clusters Score -925926.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 6683 members 
Entering Unmasked Estep 
Score: -925992.750000 Penalty: 2904.553223
	Iteration 14Q: 3 clusters Score -925992.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 6664 members 
Entering Unmasked Estep 
Score: -926030.125000 Penalty: 2904.553223
	Iteration 15Q: 3 clusters Score -926030.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 6640 members 
Entering Unmasked Estep 
Score: -926074.875000 Penalty: 2904.553223
	Iteration 16Q: 3 clusters Score -926074.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 6611 members 
Entering Unmasked Estep 
Score: -926121.562500 Penalty: 2904.553223
	Iteration 17Q: 3 clusters Score -926121.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 6577 members 
Entering Unmasked Estep 
Score: -926169.062500 Penalty: 2904.553223
	Iteration 18Q: 3 clusters Score -926169.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 6546 members 
Entering Unmasked Estep 
Score: -926205.125000 Penalty: 2904.553223
	Iteration 19Q: 3 clusters Score -926205.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 6525 members 
Entering Unmasked Estep 
Score: -926234.750000 Penalty: 2904.553223
	Iteration 20F: 3 clusters Score -926234.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 6508 members 
Entering Unmasked Estep 
Score: -926261.500000 Penalty: 2904.553223
	Iteration 21Q: 3 clusters Score -926261.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 6486 members 
Entering Unmasked Estep 
Score: -926295.250000 Penalty: 2904.553223
	Iteration 22Q: 3 clusters Score -926295.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 6465 members 
Entering Unmasked Estep 
Score: -926331.312500 Penalty: 2904.553223
	Iteration 23Q: 3 clusters Score -926331.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 6457 members 
Entering Unmasked Estep 
Score: -926404.250000 Penalty: 2904.553223
	Iteration 24Q: 3 clusters Score -926404.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 6468 members 
Entering Unmasked Estep 
Score: -926640.437500 Penalty: 2904.553223
	Iteration 25Q: 3 clusters Score -926640.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 6484 members 
Entering Unmasked Estep 
Score: -927141.750000 Penalty: 2904.553223
	Iteration 26Q: 3 clusters Score -927141.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 6441 members 
Entering Unmasked Estep 
Score: -927253.562500 Penalty: 2904.553223
	Iteration 27Q: 3 clusters Score -927253.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 6404 members 
Entering Unmasked Estep 
Score: -927297.000000 Penalty: 2904.553223
	Iteration 28Q: 3 clusters Score -927297 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 6372 members 
Entering Unmasked Estep 
Score: -927319.625000 Penalty: 2904.553223
	Iteration 29Q: 3 clusters Score -927319.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 6352 members 
Entering Unmasked Estep 
Score: -927329.937500 Penalty: 2904.553223
	Iteration 30Q: 3 clusters Score -927329.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 6334 members 
Entering Unmasked Estep 
Score: -927341.562500 Penalty: 2904.553223
	Iteration 31Q: 3 clusters Score -927341.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 6311 members 
Entering Unmasked Estep 
Score: -927353.250000 Penalty: 2904.553223
	Iteration 32Q: 3 clusters Score -927353.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 6301 members 
Entering Unmasked Estep 
Score: -927357.062500 Penalty: 2904.553223
	Iteration 33Q: 3 clusters Score -927357.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 6296 members 
Entering Unmasked Estep 
Score: -927356.562500 Penalty: 2904.553223
	Iteration 34Q: 3 clusters Score -927356.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 6286 members 
Entering Unmasked Estep 
Score: -927361.750000 Penalty: 2904.553223
	Iteration 35Q: 3 clusters Score -927361.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 6282 members 
Entering Unmasked Estep 
Score: -927361.500000 Penalty: 2904.553223
	Iteration 36Q: 3 clusters Score -927361.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 6273 members 
Entering Unmasked Estep 
Score: -927361.625000 Penalty: 2904.553223
	Iteration 37Q: 3 clusters Score -927361.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 6269 members 
Entering Unmasked Estep 
Score: -927363.500000 Penalty: 2904.553223
	Iteration 38Q: 3 clusters Score -927363.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 6267 members 
Entering Unmasked Estep 
Score: -927364.562500 Penalty: 2904.553223
	Iteration 39Q: 3 clusters Score -927364.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 6265 members 
Entering Unmasked Estep 
Score: -927377.062500 Penalty: 2904.553223
	Iteration 40F: 3 clusters Score -927377.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 6243 members 
Entering Unmasked Estep 
Score: -927396.187500 Penalty: 2904.553223
	Iteration 41Q: 3 clusters Score -927396.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 6217 members 
Entering Unmasked Estep 
Score: -927415.875000 Penalty: 2904.553223
	Iteration 42Q: 3 clusters Score -927415.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 6191 members 
Entering Unmasked Estep 
Score: -927445.500000 Penalty: 2904.553223
	Iteration 43Q: 3 clusters Score -927445.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 6151 members 
Entering Unmasked Estep 
Score: -927488.312500 Penalty: 2904.553223
	Iteration 44Q: 3 clusters Score -927488.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 6092 members 
Entering Unmasked Estep 
Score: -927538.687500 Penalty: 2904.553223
	Iteration 45Q: 3 clusters Score -927538.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 6025 members 
Entering Unmasked Estep 
Score: -927596.437500 Penalty: 2904.553223
	Iteration 46Q: 3 clusters Score -927596.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 5963 members 
Entering Unmasked Estep 
Score: -927646.125000 Penalty: 2904.553223
	Iteration 47Q: 3 clusters Score -927646.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 5904 members 
Entering Unmasked Estep 
Score: -927678.312500 Penalty: 2904.553223
	Iteration 48Q: 3 clusters Score -927678.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 5864 members 
Entering Unmasked Estep 
Score: -927696.562500 Penalty: 2904.553223
	Iteration 49Q: 3 clusters Score -927696.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 5845 members 
Entering Unmasked Estep 
Score: -927704.000000 Penalty: 2904.553223
	Iteration 50Q: 3 clusters Score -927704 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 5827 members 
Entering Unmasked Estep 
Score: -927711.000000 Penalty: 2904.553223
	Iteration 51Q: 3 clusters Score -927711 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 5813 members 
Entering Unmasked Estep 
Score: -927715.062500 Penalty: 2904.553223
	Iteration 52Q: 3 clusters Score -927715.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 5802 members 
Entering Unmasked Estep 
Score: -927718.062500 Penalty: 2904.553223
	Iteration 53Q: 3 clusters Score -927718.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 5791 members 
Entering Unmasked Estep 
Score: -927719.500000 Penalty: 2904.553223
	Iteration 54Q: 3 clusters Score -927719.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 5786 members 
Entering Unmasked Estep 
Score: -927721.812500 Penalty: 2904.553223
	Iteration 55Q: 3 clusters Score -927721.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 5781 members 
Entering Unmasked Estep 
Score: -927723.125000 Penalty: 2904.553223
	Iteration 56Q: 3 clusters Score -927723.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 5779 members 
Entering Unmasked Estep 
Score: -927725.187500 Penalty: 2904.553223
	Iteration 57Q: 3 clusters Score -927725.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 5780 members 
Entering Unmasked Estep 
Score: -927724.312500 Penalty: 2904.553223
	Iteration 58Q: 3 clusters Score -927724.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 5780 members 
Entering Unmasked Estep 
Score: -927733.250000 Penalty: 2904.553223
	Iteration 59F: 3 clusters Score -927733.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 5768 members 
Entering Unmasked Estep 
Score: -927734.937500 Penalty: 2904.553223
	Iteration 60F: 3 clusters Score -927734.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 5762 members 
Entering Unmasked Estep 
Score: -927735.437500 Penalty: 2904.553223
	Iteration 61Q: 3 clusters Score -927735.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 5761 members 
Entering Unmasked Estep 
Score: -927736.125000 Penalty: 2904.553223
	Iteration 62Q: 3 clusters Score -927736.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 5761 members 
Entering Unmasked Estep 
Score: -927736.125000 Penalty: 2904.553223
	Iteration 63F: 3 clusters Score -927736.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 1403 members 
Mstep: Class 3 contains 10242 members 
Mstep: Class 4 contains 1900 members 
Mstep: Class 5 contains 2607 members 
Mstep: Class 6 contains 1750 members 
Mstep: Class 7 contains 76497 members 
Mstep: Class 8 contains 11481 members 
Mstep: Class 9 contains 42763 members 
Mstep: Class 10 contains 12451 members 
Mstep: Class 11 contains 38382 members 
Mstep: Class 12 contains 56572 members 
Mstep: Class 13 contains 37378 members 
Mstep: Class 14 contains 7352 members 
Mstep: Class 15 contains 13789 members 
Mstep: Class 16 contains 31625 members 
Mstep: Class 17 contains 16803 members 
Mstep: Class 18 contains 14039 members 
Mstep: Class 19 contains 33735 members 
Mstep: Class 20 contains 1848 members 
Mstep: Class 21 contains 13837 members 
Mstep: Class 22 contains 435 members 
Mstep: Class 23 contains 24256 members 
Mstep: Class 24 contains 8708 members 
Mstep: Class 25 contains 37755 members 
Mstep: Class 26 contains 13551 members 
Mstep: Class 27 contains 28008 members 
Mstep: Class 28 contains 31471 members 
Mstep: Class 29 contains 22418 members 
Mstep: Class 30 contains 147440 members 
Mstep: Class 31 contains 25779 members 
Mstep: Class 32 contains 4357 members 
Mstep: Class 33 contains 3320 members 
Mstep: Class 34 contains 2320 members 
Mstep: Class 35 contains 4170 members 
Mstep: Class 36 contains 2410 members 
Mstep: Class 37 contains 2213 members 
Mstep: Class 38 contains 1537 members 
Mstep: Class 39 contains 917 members 
Mstep: Class 40 contains 22368 members 
Mstep: Class 41 contains 2311 members 
Mstep: Class 42 contains 5761 members 
Entering Unmasked Estep 
Score: -100271768.000000 Penalty: 92941.679688
Splitting cluster 20 changes total score from -100269424.000000 to -100271768.000000
So it's getting split into cluster 42.
Entering ConstructFrom: 
Trying to split cluster 21 (13837 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13837 members 
Entering Unmasked Estep 
Score: -1751405.625000 Penalty: 1549.454102
	Iteration 0F: 2 clusters Score -1751406 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6943 members 
Mstep: Class 2 contains 6894 members 
Entering Unmasked Estep 
Score: -1741769.625000 Penalty: 3098.908203
	Iteration 0F: 3 clusters Score -1741770 nChanged 6082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7157 members 
Mstep: Class 2 contains 6680 members 
Entering Unmasked Estep 
Score: -1745239.500000 Penalty: 3098.908203
	Iteration 1F: 3 clusters Score -1745240 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7305 members 
Mstep: Class 2 contains 6532 members 
Entering Unmasked Estep 
Score: -1745661.625000 Penalty: 3098.908203
	Iteration 2F: 3 clusters Score -1745662 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7591 members 
Mstep: Class 2 contains 6246 members 
Entering Unmasked Estep 
Score: -1746091.000000 Penalty: 3098.908203
	Iteration 3F: 3 clusters Score -1746091 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8004 members 
Mstep: Class 2 contains 5833 members 
Entering Unmasked Estep 
Score: -1746645.375000 Penalty: 3098.908203
	Iteration 4F: 3 clusters Score -1746645 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8578 members 
Mstep: Class 2 contains 5259 members 
Entering Unmasked Estep 
Score: -1747385.375000 Penalty: 3098.908203
	Iteration 5F: 3 clusters Score -1747385 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9307 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -1748343.375000 Penalty: 3098.908203
	Iteration 6F: 3 clusters Score -1748343 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10071 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -1749345.500000 Penalty: 3098.908203
	Iteration 7F: 3 clusters Score -1749346 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10685 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -1750128.125000 Penalty: 3098.908203
	Iteration 8F: 3 clusters Score -1750128 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11136 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -1750600.500000 Penalty: 3098.908203
	Iteration 9Q: 3 clusters Score -1750600 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11381 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -1750840.500000 Penalty: 3098.908203
	Iteration 10Q: 3 clusters Score -1750840 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11580 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -1750961.750000 Penalty: 3098.908203
	Iteration 11Q: 3 clusters Score -1750962 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11723 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -1751046.125000 Penalty: 3098.908203
	Iteration 12Q: 3 clusters Score -1751046 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11826 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -1751081.625000 Penalty: 3098.908203
	Iteration 13Q: 3 clusters Score -1751082 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11900 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -1751108.125000 Penalty: 3098.908203
	Iteration 14Q: 3 clusters Score -1751108 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11958 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -1751120.125000 Penalty: 3098.908203
	Iteration 15Q: 3 clusters Score -1751120 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12003 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -1751137.000000 Penalty: 3098.908203
	Iteration 16Q: 3 clusters Score -1751137 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12034 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -1751138.125000 Penalty: 3098.908203
	Iteration 17Q: 3 clusters Score -1751138 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12056 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -1751143.750000 Penalty: 3098.908203
	Iteration 18Q: 3 clusters Score -1751144 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12072 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -1751144.875000 Penalty: 3098.908203
	Iteration 19Q: 3 clusters Score -1751145 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12092 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -1751150.500000 Penalty: 3098.908203
	Iteration 20F: 3 clusters Score -1751150 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12109 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -1751152.125000 Penalty: 3098.908203
	Iteration 21Q: 3 clusters Score -1751152 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12117 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -1751151.250000 Penalty: 3098.908203
	Iteration 22Q: 3 clusters Score -1751151 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12126 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -1751150.625000 Penalty: 3098.908203
	Iteration 23Q: 3 clusters Score -1751151 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12132 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -1751153.125000 Penalty: 3098.908203
	Iteration 24Q: 3 clusters Score -1751153 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12137 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -1751155.000000 Penalty: 3098.908203
	Iteration 25Q: 3 clusters Score -1751155 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12147 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -1751158.375000 Penalty: 3098.908203
	Iteration 26Q: 3 clusters Score -1751158 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12153 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -1751154.750000 Penalty: 3098.908203
	Iteration 27Q: 3 clusters Score -1751155 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12156 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -1751159.250000 Penalty: 3098.908203
	Iteration 28Q: 3 clusters Score -1751159 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12160 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -1751155.375000 Penalty: 3098.908203
	Iteration 29Q: 3 clusters Score -1751155 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12162 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -1751159.375000 Penalty: 3098.908203
	Iteration 30Q: 3 clusters Score -1751159 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12166 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -1751157.750000 Penalty: 3098.908203
	Iteration 31Q: 3 clusters Score -1751158 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12170 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -1751155.750000 Penalty: 3098.908203
	Iteration 32Q: 3 clusters Score -1751156 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12173 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -1751156.875000 Penalty: 3098.908203
	Iteration 33Q: 3 clusters Score -1751157 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12177 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -1751157.250000 Penalty: 3098.908203
	Iteration 34Q: 3 clusters Score -1751157 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12179 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -1751156.875000 Penalty: 3098.908203
	Iteration 35Q: 3 clusters Score -1751157 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12182 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -1751157.250000 Penalty: 3098.908203
	Iteration 36Q: 3 clusters Score -1751157 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12183 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -1751157.375000 Penalty: 3098.908203
	Iteration 37Q: 3 clusters Score -1751157 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12183 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -1751157.375000 Penalty: 3098.908203
	Iteration 38F: 3 clusters Score -1751157 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (435 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Entering Unmasked Estep 
Score: -46813.476562 Penalty: 987.243713
	Iteration 0F: 2 clusters Score -46813.48 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -45945.609375 Penalty: 1974.487427
	Iteration 0F: 3 clusters Score -45945.61 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -46193.980469 Penalty: 1974.487427
	Iteration 1F: 3 clusters Score -46193.98 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -46246.625000 Penalty: 1974.487427
	Iteration 2F: 3 clusters Score -46246.62 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -46268.414062 Penalty: 1974.487427
	Iteration 3Q: 3 clusters Score -46268.41 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -46281.804688 Penalty: 1974.487427
	Iteration 4Q: 3 clusters Score -46281.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -46291.886719 Penalty: 1974.487427
	Iteration 5Q: 3 clusters Score -46291.89 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -46295.531250 Penalty: 1974.487427
	Iteration 6Q: 3 clusters Score -46295.53 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -46300.402344 Penalty: 1974.487427
	Iteration 7Q: 3 clusters Score -46300.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -46304.523438 Penalty: 1974.487427
	Iteration 8Q: 3 clusters Score -46304.52 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -46317.652344 Penalty: 1974.487427
	Iteration 9Q: 3 clusters Score -46317.65 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -46329.566406 Penalty: 1974.487427
	Iteration 10Q: 3 clusters Score -46329.57 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -46337.785156 Penalty: 1974.487427
	Iteration 11Q: 3 clusters Score -46337.79 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -46351.546875 Penalty: 1974.487427
	Iteration 12Q: 3 clusters Score -46351.55 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -46361.683594 Penalty: 1974.487427
	Iteration 13Q: 3 clusters Score -46361.68 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -46367.441406 Penalty: 1974.487427
	Iteration 14Q: 3 clusters Score -46367.44 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -46376.437500 Penalty: 1974.487427
	Iteration 15Q: 3 clusters Score -46376.44 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -46378.132812 Penalty: 1974.487427
	Iteration 16Q: 3 clusters Score -46378.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -46379.167969 Penalty: 1974.487427
	Iteration 17Q: 3 clusters Score -46379.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -46379.886719 Penalty: 1974.487427
	Iteration 18Q: 3 clusters Score -46379.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -46382.808594 Penalty: 1974.487427
	Iteration 19Q: 3 clusters Score -46382.81 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -46386.074219 Penalty: 1974.487427
	Iteration 20F: 3 clusters Score -46386.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -46389.539062 Penalty: 1974.487427
	Iteration 21Q: 3 clusters Score -46389.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -46389.539062 Penalty: 1974.487427
	Iteration 22F: 3 clusters Score -46389.54 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (24256 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24256 members 
Entering Unmasked Estep 
Score: -3058740.750000 Penalty: 1640.668091
	Iteration 0F: 2 clusters Score -3058741 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12131 members 
Mstep: Class 2 contains 12125 members 
Entering Unmasked Estep 
Score: -3042232.000000 Penalty: 3281.336182
	Iteration 0F: 3 clusters Score -3042232 nChanged 11056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12187 members 
Mstep: Class 2 contains 12069 members 
Entering Unmasked Estep 
Score: -3048182.500000 Penalty: 3281.336182
	Iteration 1F: 3 clusters Score -3048182 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12227 members 
Mstep: Class 2 contains 12029 members 
Entering Unmasked Estep 
Score: -3048560.000000 Penalty: 3281.336182
	Iteration 2Q: 3 clusters Score -3048560 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12251 members 
Mstep: Class 2 contains 12005 members 
Entering Unmasked Estep 
Score: -3048927.250000 Penalty: 3281.336182
	Iteration 3Q: 3 clusters Score -3048927 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12313 members 
Mstep: Class 2 contains 11943 members 
Entering Unmasked Estep 
Score: -3049274.250000 Penalty: 3281.336182
	Iteration 4Q: 3 clusters Score -3049274 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12363 members 
Mstep: Class 2 contains 11893 members 
Entering Unmasked Estep 
Score: -3049587.250000 Penalty: 3281.336182
	Iteration 5Q: 3 clusters Score -3049587 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12389 members 
Mstep: Class 2 contains 11867 members 
Entering Unmasked Estep 
Score: -3049903.250000 Penalty: 3281.336182
	Iteration 6Q: 3 clusters Score -3049903 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12415 members 
Mstep: Class 2 contains 11841 members 
Entering Unmasked Estep 
Score: -3050205.750000 Penalty: 3281.336182
	Iteration 7Q: 3 clusters Score -3050206 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12433 members 
Mstep: Class 2 contains 11823 members 
Entering Unmasked Estep 
Score: -3050546.500000 Penalty: 3281.336182
	Iteration 8Q: 3 clusters Score -3050546 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12469 members 
Mstep: Class 2 contains 11787 members 
Entering Unmasked Estep 
Score: -3050889.500000 Penalty: 3281.336182
	Iteration 9Q: 3 clusters Score -3050890 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12480 members 
Mstep: Class 2 contains 11776 members 
Entering Unmasked Estep 
Score: -3051305.750000 Penalty: 3281.336182
	Iteration 10Q: 3 clusters Score -3051306 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12485 members 
Mstep: Class 2 contains 11771 members 
Entering Unmasked Estep 
Score: -3051708.750000 Penalty: 3281.336182
	Iteration 11Q: 3 clusters Score -3051709 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12542 members 
Mstep: Class 2 contains 11714 members 
Entering Unmasked Estep 
Score: -3052209.000000 Penalty: 3281.336182
	Iteration 12Q: 3 clusters Score -3052209 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12625 members 
Mstep: Class 2 contains 11631 members 
Entering Unmasked Estep 
Score: -3052784.500000 Penalty: 3281.336182
	Iteration 13Q: 3 clusters Score -3052784 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12707 members 
Mstep: Class 2 contains 11549 members 
Entering Unmasked Estep 
Score: -3053388.000000 Penalty: 3281.336182
	Iteration 14Q: 3 clusters Score -3053388 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12787 members 
Mstep: Class 2 contains 11469 members 
Entering Unmasked Estep 
Score: -3053893.000000 Penalty: 3281.336182
	Iteration 15Q: 3 clusters Score -3053893 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12832 members 
Mstep: Class 2 contains 11424 members 
Entering Unmasked Estep 
Score: -3054204.500000 Penalty: 3281.336182
	Iteration 16Q: 3 clusters Score -3054204 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12864 members 
Mstep: Class 2 contains 11392 members 
Entering Unmasked Estep 
Score: -3054396.000000 Penalty: 3281.336182
	Iteration 17Q: 3 clusters Score -3054396 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12900 members 
Mstep: Class 2 contains 11356 members 
Entering Unmasked Estep 
Score: -3054514.250000 Penalty: 3281.336182
	Iteration 18Q: 3 clusters Score -3054514 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12958 members 
Mstep: Class 2 contains 11298 members 
Entering Unmasked Estep 
Score: -3054600.000000 Penalty: 3281.336182
	Iteration 19Q: 3 clusters Score -3054600 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13023 members 
Mstep: Class 2 contains 11233 members 
Entering Unmasked Estep 
Score: -3054659.500000 Penalty: 3281.336182
	Iteration 20F: 3 clusters Score -3054660 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13093 members 
Mstep: Class 2 contains 11163 members 
Entering Unmasked Estep 
Score: -3054703.250000 Penalty: 3281.336182
	Iteration 21Q: 3 clusters Score -3054703 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13181 members 
Mstep: Class 2 contains 11075 members 
Entering Unmasked Estep 
Score: -3054734.000000 Penalty: 3281.336182
	Iteration 22Q: 3 clusters Score -3054734 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13274 members 
Mstep: Class 2 contains 10982 members 
Entering Unmasked Estep 
Score: -3054763.000000 Penalty: 3281.336182
	Iteration 23Q: 3 clusters Score -3054763 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13388 members 
Mstep: Class 2 contains 10868 members 
Entering Unmasked Estep 
Score: -3054797.000000 Penalty: 3281.336182
	Iteration 24Q: 3 clusters Score -3054797 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13496 members 
Mstep: Class 2 contains 10760 members 
Entering Unmasked Estep 
Score: -3054845.000000 Penalty: 3281.336182
	Iteration 25Q: 3 clusters Score -3054845 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13610 members 
Mstep: Class 2 contains 10646 members 
Entering Unmasked Estep 
Score: -3054883.750000 Penalty: 3281.336182
	Iteration 26Q: 3 clusters Score -3054884 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13730 members 
Mstep: Class 2 contains 10526 members 
Entering Unmasked Estep 
Score: -3054917.250000 Penalty: 3281.336182
	Iteration 27Q: 3 clusters Score -3054917 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13882 members 
Mstep: Class 2 contains 10374 members 
Entering Unmasked Estep 
Score: -3054961.000000 Penalty: 3281.336182
	Iteration 28Q: 3 clusters Score -3054961 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14050 members 
Mstep: Class 2 contains 10206 members 
Entering Unmasked Estep 
Score: -3055006.500000 Penalty: 3281.336182
	Iteration 29Q: 3 clusters Score -3055006 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14226 members 
Mstep: Class 2 contains 10030 members 
Entering Unmasked Estep 
Score: -3055058.000000 Penalty: 3281.336182
	Iteration 30Q: 3 clusters Score -3055058 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14393 members 
Mstep: Class 2 contains 9863 members 
Entering Unmasked Estep 
Score: -3055114.750000 Penalty: 3281.336182
	Iteration 31Q: 3 clusters Score -3055115 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14560 members 
Mstep: Class 2 contains 9696 members 
Entering Unmasked Estep 
Score: -3055142.750000 Penalty: 3281.336182
	Iteration 32Q: 3 clusters Score -3055143 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14709 members 
Mstep: Class 2 contains 9547 members 
Entering Unmasked Estep 
Score: -3055195.750000 Penalty: 3281.336182
	Iteration 33Q: 3 clusters Score -3055196 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14872 members 
Mstep: Class 2 contains 9384 members 
Entering Unmasked Estep 
Score: -3055244.750000 Penalty: 3281.336182
	Iteration 34Q: 3 clusters Score -3055245 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15034 members 
Mstep: Class 2 contains 9222 members 
Entering Unmasked Estep 
Score: -3055280.000000 Penalty: 3281.336182
	Iteration 35Q: 3 clusters Score -3055280 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15201 members 
Mstep: Class 2 contains 9055 members 
Entering Unmasked Estep 
Score: -3055326.000000 Penalty: 3281.336182
	Iteration 36Q: 3 clusters Score -3055326 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15399 members 
Mstep: Class 2 contains 8857 members 
Entering Unmasked Estep 
Score: -3055381.500000 Penalty: 3281.336182
	Iteration 37Q: 3 clusters Score -3055382 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15601 members 
Mstep: Class 2 contains 8655 members 
Entering Unmasked Estep 
Score: -3055445.750000 Penalty: 3281.336182
	Iteration 38Q: 3 clusters Score -3055446 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15784 members 
Mstep: Class 2 contains 8472 members 
Entering Unmasked Estep 
Score: -3055488.000000 Penalty: 3281.336182
	Iteration 39Q: 3 clusters Score -3055488 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15962 members 
Mstep: Class 2 contains 8294 members 
Entering Unmasked Estep 
Score: -3055528.750000 Penalty: 3281.336182
	Iteration 40F: 3 clusters Score -3055529 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16152 members 
Mstep: Class 2 contains 8104 members 
Entering Unmasked Estep 
Score: -3055590.500000 Penalty: 3281.336182
	Iteration 41Q: 3 clusters Score -3055590 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16335 members 
Mstep: Class 2 contains 7921 members 
Entering Unmasked Estep 
Score: -3055625.500000 Penalty: 3281.336182
	Iteration 42Q: 3 clusters Score -3055626 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16539 members 
Mstep: Class 2 contains 7717 members 
Entering Unmasked Estep 
Score: -3055661.500000 Penalty: 3281.336182
	Iteration 43Q: 3 clusters Score -3055662 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16749 members 
Mstep: Class 2 contains 7507 members 
Entering Unmasked Estep 
Score: -3055701.000000 Penalty: 3281.336182
	Iteration 44Q: 3 clusters Score -3055701 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16940 members 
Mstep: Class 2 contains 7316 members 
Entering Unmasked Estep 
Score: -3055747.750000 Penalty: 3281.336182
	Iteration 45Q: 3 clusters Score -3055748 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17131 members 
Mstep: Class 2 contains 7125 members 
Entering Unmasked Estep 
Score: -3055795.750000 Penalty: 3281.336182
	Iteration 46Q: 3 clusters Score -3055796 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17339 members 
Mstep: Class 2 contains 6917 members 
Entering Unmasked Estep 
Score: -3055876.000000 Penalty: 3281.336182
	Iteration 47Q: 3 clusters Score -3055876 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17578 members 
Mstep: Class 2 contains 6678 members 
Entering Unmasked Estep 
Score: -3055958.250000 Penalty: 3281.336182
	Iteration 48Q: 3 clusters Score -3055958 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17820 members 
Mstep: Class 2 contains 6436 members 
Entering Unmasked Estep 
Score: -3056039.750000 Penalty: 3281.336182
	Iteration 49Q: 3 clusters Score -3056040 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18059 members 
Mstep: Class 2 contains 6197 members 
Entering Unmasked Estep 
Score: -3056143.500000 Penalty: 3281.336182
	Iteration 50Q: 3 clusters Score -3056144 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18322 members 
Mstep: Class 2 contains 5934 members 
Entering Unmasked Estep 
Score: -3056281.000000 Penalty: 3281.336182
	Iteration 51Q: 3 clusters Score -3056281 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18613 members 
Mstep: Class 2 contains 5643 members 
Entering Unmasked Estep 
Score: -3056472.750000 Penalty: 3281.336182
	Iteration 52Q: 3 clusters Score -3056473 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18905 members 
Mstep: Class 2 contains 5351 members 
Entering Unmasked Estep 
Score: -3056705.750000 Penalty: 3281.336182
	Iteration 53Q: 3 clusters Score -3056706 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19210 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -3056972.750000 Penalty: 3281.336182
	Iteration 54Q: 3 clusters Score -3056973 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19495 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -3057236.750000 Penalty: 3281.336182
	Iteration 55Q: 3 clusters Score -3057237 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19759 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -3057507.250000 Penalty: 3281.336182
	Iteration 56Q: 3 clusters Score -3057507 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19969 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -3057722.750000 Penalty: 3281.336182
	Iteration 57Q: 3 clusters Score -3057723 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20160 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -3057847.750000 Penalty: 3281.336182
	Iteration 58Q: 3 clusters Score -3057848 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20300 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -3057923.000000 Penalty: 3281.336182
	Iteration 59Q: 3 clusters Score -3057923 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20403 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -3057953.000000 Penalty: 3281.336182
	Iteration 60F: 3 clusters Score -3057953 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20479 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -3057969.000000 Penalty: 3281.336182
	Iteration 61Q: 3 clusters Score -3057969 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20534 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -3057979.000000 Penalty: 3281.336182
	Iteration 62Q: 3 clusters Score -3057979 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20576 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -3057982.750000 Penalty: 3281.336182
	Iteration 63Q: 3 clusters Score -3057983 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20607 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -3057983.000000 Penalty: 3281.336182
	Iteration 64Q: 3 clusters Score -3057983 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20639 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -3057988.000000 Penalty: 3281.336182
	Iteration 65Q: 3 clusters Score -3057988 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20660 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -3057991.750000 Penalty: 3281.336182
	Iteration 66Q: 3 clusters Score -3057992 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20678 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -3057989.500000 Penalty: 3281.336182
	Iteration 67Q: 3 clusters Score -3057990 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20695 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -3057988.750000 Penalty: 3281.336182
	Iteration 68Q: 3 clusters Score -3057989 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20711 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -3058002.000000 Penalty: 3281.336182
	Iteration 69Q: 3 clusters Score -3058002 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20724 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -3058004.500000 Penalty: 3281.336182
	Iteration 70Q: 3 clusters Score -3058004 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20734 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -3058009.000000 Penalty: 3281.336182
	Iteration 71Q: 3 clusters Score -3058009 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20741 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -3058007.250000 Penalty: 3281.336182
	Iteration 72Q: 3 clusters Score -3058007 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20744 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -3058005.000000 Penalty: 3281.336182
	Iteration 73Q: 3 clusters Score -3058005 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20747 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -3058007.250000 Penalty: 3281.336182
	Iteration 74Q: 3 clusters Score -3058007 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20750 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -3058012.250000 Penalty: 3281.336182
	Iteration 75Q: 3 clusters Score -3058012 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20754 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -3058010.750000 Penalty: 3281.336182
	Iteration 76Q: 3 clusters Score -3058011 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20759 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -3058011.750000 Penalty: 3281.336182
	Iteration 77Q: 3 clusters Score -3058012 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20767 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -3058014.500000 Penalty: 3281.336182
	Iteration 78Q: 3 clusters Score -3058014 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20771 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -3058014.500000 Penalty: 3281.336182
	Iteration 79Q: 3 clusters Score -3058014 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20775 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -3058013.000000 Penalty: 3281.336182
	Iteration 80F: 3 clusters Score -3058013 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20778 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -3058012.500000 Penalty: 3281.336182
	Iteration 81Q: 3 clusters Score -3058012 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20781 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -3058013.500000 Penalty: 3281.336182
	Iteration 82Q: 3 clusters Score -3058014 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20783 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -3058010.750000 Penalty: 3281.336182
	Iteration 83Q: 3 clusters Score -3058011 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20786 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -3058011.250000 Penalty: 3281.336182
	Iteration 84Q: 3 clusters Score -3058011 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20788 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -3058011.750000 Penalty: 3281.336182
	Iteration 85Q: 3 clusters Score -3058012 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20791 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -3058012.000000 Penalty: 3281.336182
	Iteration 86Q: 3 clusters Score -3058012 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20793 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -3058010.750000 Penalty: 3281.336182
	Iteration 87Q: 3 clusters Score -3058011 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20794 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -3058006.000000 Penalty: 3281.336182
	Iteration 88Q: 3 clusters Score -3058006 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20796 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -3058009.250000 Penalty: 3281.336182
	Iteration 89Q: 3 clusters Score -3058009 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20797 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -3058008.500000 Penalty: 3281.336182
	Iteration 90Q: 3 clusters Score -3058008 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20798 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -3058011.750000 Penalty: 3281.336182
	Iteration 91Q: 3 clusters Score -3058012 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20799 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -3058011.250000 Penalty: 3281.336182
	Iteration 92Q: 3 clusters Score -3058011 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20799 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -3058011.250000 Penalty: 3281.336182
	Iteration 93F: 3 clusters Score -3058011 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (8708 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8708 members 
Entering Unmasked Estep 
Score: -1082118.000000 Penalty: 1474.199585
	Iteration 0F: 2 clusters Score -1082118 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -1075742.625000 Penalty: 2948.399170
	Iteration 0F: 3 clusters Score -1075743 nChanged 3715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -1077730.875000 Penalty: 2948.399170
	Iteration 1F: 3 clusters Score -1077731 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -1077948.375000 Penalty: 2948.399170
	Iteration 2F: 3 clusters Score -1077948 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -1078120.875000 Penalty: 2948.399170
	Iteration 3Q: 3 clusters Score -1078121 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -1078276.125000 Penalty: 2948.399170
	Iteration 4Q: 3 clusters Score -1078276 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -1078455.875000 Penalty: 2948.399170
	Iteration 5Q: 3 clusters Score -1078456 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4944 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -1078698.125000 Penalty: 2948.399170
	Iteration 6Q: 3 clusters Score -1078698 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -1078986.750000 Penalty: 2948.399170
	Iteration 7Q: 3 clusters Score -1078987 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5482 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -1079333.875000 Penalty: 2948.399170
	Iteration 8F: 3 clusters Score -1079334 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5770 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -1079719.625000 Penalty: 2948.399170
	Iteration 9F: 3 clusters Score -1079720 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -1080023.500000 Penalty: 2948.399170
	Iteration 10F: 3 clusters Score -1080024 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6216 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -1080219.500000 Penalty: 2948.399170
	Iteration 11Q: 3 clusters Score -1080220 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6394 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -1080351.500000 Penalty: 2948.399170
	Iteration 12Q: 3 clusters Score -1080352 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6549 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -1080457.000000 Penalty: 2948.399170
	Iteration 13Q: 3 clusters Score -1080457 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6674 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -1080531.875000 Penalty: 2948.399170
	Iteration 14Q: 3 clusters Score -1080532 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6769 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -1080587.750000 Penalty: 2948.399170
	Iteration 15Q: 3 clusters Score -1080588 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6828 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -1080634.875000 Penalty: 2948.399170
	Iteration 16Q: 3 clusters Score -1080635 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6874 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -1080672.500000 Penalty: 2948.399170
	Iteration 17Q: 3 clusters Score -1080672 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6902 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -1080696.375000 Penalty: 2948.399170
	Iteration 18Q: 3 clusters Score -1080696 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6939 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -1080709.625000 Penalty: 2948.399170
	Iteration 19Q: 3 clusters Score -1080710 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6961 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -1080724.625000 Penalty: 2948.399170
	Iteration 20F: 3 clusters Score -1080725 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6984 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -1080731.125000 Penalty: 2948.399170
	Iteration 21Q: 3 clusters Score -1080731 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7005 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -1080738.875000 Penalty: 2948.399170
	Iteration 22Q: 3 clusters Score -1080739 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7031 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -1080745.500000 Penalty: 2948.399170
	Iteration 23Q: 3 clusters Score -1080746 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7054 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -1080755.750000 Penalty: 2948.399170
	Iteration 24Q: 3 clusters Score -1080756 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7067 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -1080758.250000 Penalty: 2948.399170
	Iteration 25Q: 3 clusters Score -1080758 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7085 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -1080760.000000 Penalty: 2948.399170
	Iteration 26Q: 3 clusters Score -1080760 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7106 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -1080762.000000 Penalty: 2948.399170
	Iteration 27Q: 3 clusters Score -1080762 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7120 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -1080766.625000 Penalty: 2948.399170
	Iteration 28Q: 3 clusters Score -1080767 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7132 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -1080768.500000 Penalty: 2948.399170
	Iteration 29Q: 3 clusters Score -1080768 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7142 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -1080771.125000 Penalty: 2948.399170
	Iteration 30Q: 3 clusters Score -1080771 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7156 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -1080772.375000 Penalty: 2948.399170
	Iteration 31Q: 3 clusters Score -1080772 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7173 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -1080777.625000 Penalty: 2948.399170
	Iteration 32Q: 3 clusters Score -1080778 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7190 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -1080779.375000 Penalty: 2948.399170
	Iteration 33Q: 3 clusters Score -1080779 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7206 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -1080784.000000 Penalty: 2948.399170
	Iteration 34Q: 3 clusters Score -1080784 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7219 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -1080788.250000 Penalty: 2948.399170
	Iteration 35Q: 3 clusters Score -1080788 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7235 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -1080789.625000 Penalty: 2948.399170
	Iteration 36Q: 3 clusters Score -1080790 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7258 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -1080794.125000 Penalty: 2948.399170
	Iteration 37Q: 3 clusters Score -1080794 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7273 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -1080798.875000 Penalty: 2948.399170
	Iteration 38Q: 3 clusters Score -1080799 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7291 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -1080804.625000 Penalty: 2948.399170
	Iteration 39Q: 3 clusters Score -1080805 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7307 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -1080809.375000 Penalty: 2948.399170
	Iteration 40F: 3 clusters Score -1080809 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7315 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -1080810.625000 Penalty: 2948.399170
	Iteration 41Q: 3 clusters Score -1080811 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7325 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -1080815.250000 Penalty: 2948.399170
	Iteration 42Q: 3 clusters Score -1080815 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7333 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -1080818.125000 Penalty: 2948.399170
	Iteration 43Q: 3 clusters Score -1080818 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7340 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -1080817.500000 Penalty: 2948.399170
	Iteration 44Q: 3 clusters Score -1080818 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7346 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -1080819.125000 Penalty: 2948.399170
	Iteration 45Q: 3 clusters Score -1080819 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7352 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -1080820.125000 Penalty: 2948.399170
	Iteration 46Q: 3 clusters Score -1080820 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7359 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -1080820.375000 Penalty: 2948.399170
	Iteration 47Q: 3 clusters Score -1080820 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7363 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -1080820.625000 Penalty: 2948.399170
	Iteration 48Q: 3 clusters Score -1080821 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7366 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -1080821.500000 Penalty: 2948.399170
	Iteration 49Q: 3 clusters Score -1080822 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7367 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -1080821.875000 Penalty: 2948.399170
	Iteration 50Q: 3 clusters Score -1080822 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7367 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -1080821.875000 Penalty: 2948.399170
	Iteration 51F: 3 clusters Score -1080822 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (37755 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37755 members 
Entering Unmasked Estep 
Score: -4753505.500000 Penalty: 1712.567017
	Iteration 0F: 2 clusters Score -4753506 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18967 members 
Mstep: Class 2 contains 18788 members 
Entering Unmasked Estep 
Score: -4728284.000000 Penalty: 3425.134033
	Iteration 0F: 3 clusters Score -4728284 nChanged 17427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20384 members 
Mstep: Class 2 contains 17371 members 
Entering Unmasked Estep 
Score: -4738197.000000 Penalty: 3425.134033
	Iteration 1F: 3 clusters Score -4738197 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21280 members 
Mstep: Class 2 contains 16475 members 
Entering Unmasked Estep 
Score: -4738790.000000 Penalty: 3425.134033
	Iteration 2Q: 3 clusters Score -4738790 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22592 members 
Mstep: Class 2 contains 15163 members 
Entering Unmasked Estep 
Score: -4739655.500000 Penalty: 3425.134033
	Iteration 3Q: 3 clusters Score -4739656 nChanged 2179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24291 members 
Mstep: Class 2 contains 13464 members 
Entering Unmasked Estep 
Score: -4740820.500000 Penalty: 3425.134033
	Iteration 4F: 3 clusters Score -4740820 nChanged 2467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26402 members 
Mstep: Class 2 contains 11353 members 
Entering Unmasked Estep 
Score: -4742479.500000 Penalty: 3425.134033
	Iteration 5F: 3 clusters Score -4742480 nChanged 2666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28796 members 
Mstep: Class 2 contains 8959 members 
Entering Unmasked Estep 
Score: -4744475.000000 Penalty: 3425.134033
	Iteration 6F: 3 clusters Score -4744475 nChanged 2659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31259 members 
Mstep: Class 2 contains 6496 members 
Entering Unmasked Estep 
Score: -4746598.000000 Penalty: 3425.134033
	Iteration 7F: 3 clusters Score -4746598 nChanged 2183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33366 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -4748364.500000 Penalty: 3425.134033
	Iteration 8F: 3 clusters Score -4748364 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35030 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -4749825.500000 Penalty: 3425.134033
	Iteration 9Q: 3 clusters Score -4749826 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36154 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -4750811.000000 Penalty: 3425.134033
	Iteration 10Q: 3 clusters Score -4750811 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36820 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -4751414.500000 Penalty: 3425.134033
	Iteration 11Q: 3 clusters Score -4751414 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37137 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -4751742.500000 Penalty: 3425.134033
	Iteration 12Q: 3 clusters Score -4751742 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37285 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -4751931.000000 Penalty: 3425.134033
	Iteration 13Q: 3 clusters Score -4751931 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37334 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -4752002.500000 Penalty: 3425.134033
	Iteration 14Q: 3 clusters Score -4752002 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37355 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -4752064.000000 Penalty: 3425.134033
	Iteration 15Q: 3 clusters Score -4752064 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37350 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -4752083.500000 Penalty: 3425.134033
	Iteration 16Q: 3 clusters Score -4752084 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37352 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -4752108.500000 Penalty: 3425.134033
	Iteration 17Q: 3 clusters Score -4752108 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37356 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -4752113.500000 Penalty: 3425.134033
	Iteration 18Q: 3 clusters Score -4752114 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37367 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -4752125.000000 Penalty: 3425.134033
	Iteration 19Q: 3 clusters Score -4752125 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37371 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -4752139.500000 Penalty: 3425.134033
	Iteration 20F: 3 clusters Score -4752140 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37373 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -4752146.500000 Penalty: 3425.134033
	Iteration 21Q: 3 clusters Score -4752146 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37371 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -4752153.500000 Penalty: 3425.134033
	Iteration 22Q: 3 clusters Score -4752154 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37371 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -4752158.500000 Penalty: 3425.134033
	Iteration 23Q: 3 clusters Score -4752158 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37373 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -4752161.500000 Penalty: 3425.134033
	Iteration 24Q: 3 clusters Score -4752162 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37377 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -4752163.500000 Penalty: 3425.134033
	Iteration 25Q: 3 clusters Score -4752164 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37377 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -4752163.500000 Penalty: 3425.134033
	Iteration 26F: 3 clusters Score -4752164 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (13551 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13551 members 
Entering Unmasked Estep 
Score: -1507556.125000 Penalty: 1546.060059
	Iteration 0F: 2 clusters Score -1507556 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6751 members 
Mstep: Class 2 contains 6800 members 
Entering Unmasked Estep 
Score: -1498254.750000 Penalty: 3092.120117
	Iteration 0F: 3 clusters Score -1498255 nChanged 5932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6629 members 
Mstep: Class 2 contains 6922 members 
Entering Unmasked Estep 
Score: -1502404.750000 Penalty: 3092.120117
	Iteration 1F: 3 clusters Score -1502405 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6484 members 
Mstep: Class 2 contains 7067 members 
Entering Unmasked Estep 
Score: -1503694.250000 Penalty: 3092.120117
	Iteration 2F: 3 clusters Score -1503694 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6293 members 
Mstep: Class 2 contains 7258 members 
Entering Unmasked Estep 
Score: -1504692.375000 Penalty: 3092.120117
	Iteration 3F: 3 clusters Score -1504692 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6132 members 
Mstep: Class 2 contains 7419 members 
Entering Unmasked Estep 
Score: -1505290.750000 Penalty: 3092.120117
	Iteration 4F: 3 clusters Score -1505291 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6016 members 
Mstep: Class 2 contains 7535 members 
Entering Unmasked Estep 
Score: -1505688.750000 Penalty: 3092.120117
	Iteration 5Q: 3 clusters Score -1505689 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5954 members 
Mstep: Class 2 contains 7597 members 
Entering Unmasked Estep 
Score: -1506106.375000 Penalty: 3092.120117
	Iteration 6Q: 3 clusters Score -1506106 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5940 members 
Mstep: Class 2 contains 7611 members 
Entering Unmasked Estep 
Score: -1506517.625000 Penalty: 3092.120117
	Iteration 7Q: 3 clusters Score -1506518 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5990 members 
Mstep: Class 2 contains 7561 members 
Entering Unmasked Estep 
Score: -1506928.625000 Penalty: 3092.120117
	Iteration 8Q: 3 clusters Score -1506929 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6006 members 
Mstep: Class 2 contains 7545 members 
Entering Unmasked Estep 
Score: -1507301.500000 Penalty: 3092.120117
	Iteration 9Q: 3 clusters Score -1507302 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6003 members 
Mstep: Class 2 contains 7548 members 
Entering Unmasked Estep 
Score: -1507575.375000 Penalty: 3092.120117
	Iteration 10Q: 3 clusters Score -1507575 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6001 members 
Mstep: Class 2 contains 7550 members 
Entering Unmasked Estep 
Score: -1507768.750000 Penalty: 3092.120117
	Iteration 11Q: 3 clusters Score -1507769 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6004 members 
Mstep: Class 2 contains 7547 members 
Entering Unmasked Estep 
Score: -1507899.625000 Penalty: 3092.120117
	Iteration 12Q: 3 clusters Score -1507900 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6009 members 
Mstep: Class 2 contains 7542 members 
Entering Unmasked Estep 
Score: -1508007.000000 Penalty: 3092.120117
	Iteration 13Q: 3 clusters Score -1508007 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5961 members 
Mstep: Class 2 contains 7590 members 
Entering Unmasked Estep 
Score: -1508089.250000 Penalty: 3092.120117
	Iteration 14Q: 3 clusters Score -1508089 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5916 members 
Mstep: Class 2 contains 7635 members 
Entering Unmasked Estep 
Score: -1508166.375000 Penalty: 3092.120117
	Iteration 15Q: 3 clusters Score -1508166 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5876 members 
Mstep: Class 2 contains 7675 members 
Entering Unmasked Estep 
Score: -1508230.000000 Penalty: 3092.120117
	Iteration 16Q: 3 clusters Score -1508230 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5806 members 
Mstep: Class 2 contains 7745 members 
Entering Unmasked Estep 
Score: -1508294.875000 Penalty: 3092.120117
	Iteration 17Q: 3 clusters Score -1508295 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5732 members 
Mstep: Class 2 contains 7819 members 
Entering Unmasked Estep 
Score: -1508348.375000 Penalty: 3092.120117
	Iteration 18Q: 3 clusters Score -1508348 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5692 members 
Mstep: Class 2 contains 7859 members 
Entering Unmasked Estep 
Score: -1508382.375000 Penalty: 3092.120117
	Iteration 19Q: 3 clusters Score -1508382 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5628 members 
Mstep: Class 2 contains 7923 members 
Entering Unmasked Estep 
Score: -1508430.375000 Penalty: 3092.120117
	Iteration 20F: 3 clusters Score -1508430 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 7991 members 
Entering Unmasked Estep 
Score: -1508459.875000 Penalty: 3092.120117
	Iteration 21Q: 3 clusters Score -1508460 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5489 members 
Mstep: Class 2 contains 8062 members 
Entering Unmasked Estep 
Score: -1508487.250000 Penalty: 3092.120117
	Iteration 22Q: 3 clusters Score -1508487 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5417 members 
Mstep: Class 2 contains 8134 members 
Entering Unmasked Estep 
Score: -1508520.250000 Penalty: 3092.120117
	Iteration 23Q: 3 clusters Score -1508520 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 8196 members 
Entering Unmasked Estep 
Score: -1508537.625000 Penalty: 3092.120117
	Iteration 24Q: 3 clusters Score -1508538 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 8258 members 
Entering Unmasked Estep 
Score: -1508564.375000 Penalty: 3092.120117
	Iteration 25Q: 3 clusters Score -1508564 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5233 members 
Mstep: Class 2 contains 8318 members 
Entering Unmasked Estep 
Score: -1508582.125000 Penalty: 3092.120117
	Iteration 26Q: 3 clusters Score -1508582 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 8359 members 
Entering Unmasked Estep 
Score: -1508595.875000 Penalty: 3092.120117
	Iteration 27Q: 3 clusters Score -1508596 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 8398 members 
Entering Unmasked Estep 
Score: -1508604.875000 Penalty: 3092.120117
	Iteration 28Q: 3 clusters Score -1508605 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5121 members 
Mstep: Class 2 contains 8430 members 
Entering Unmasked Estep 
Score: -1508614.125000 Penalty: 3092.120117
	Iteration 29Q: 3 clusters Score -1508614 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5092 members 
Mstep: Class 2 contains 8459 members 
Entering Unmasked Estep 
Score: -1508622.500000 Penalty: 3092.120117
	Iteration 30Q: 3 clusters Score -1508622 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 8488 members 
Entering Unmasked Estep 
Score: -1508623.750000 Penalty: 3092.120117
	Iteration 31Q: 3 clusters Score -1508624 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 8509 members 
Entering Unmasked Estep 
Score: -1508630.250000 Penalty: 3092.120117
	Iteration 32Q: 3 clusters Score -1508630 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5022 members 
Mstep: Class 2 contains 8529 members 
Entering Unmasked Estep 
Score: -1508628.000000 Penalty: 3092.120117
	Iteration 33Q: 3 clusters Score -1508628 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5013 members 
Mstep: Class 2 contains 8538 members 
Entering Unmasked Estep 
Score: -1508627.500000 Penalty: 3092.120117
	Iteration 34Q: 3 clusters Score -1508628 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 8545 members 
Entering Unmasked Estep 
Score: -1508631.000000 Penalty: 3092.120117
	Iteration 35Q: 3 clusters Score -1508631 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 8555 members 
Entering Unmasked Estep 
Score: -1508629.125000 Penalty: 3092.120117
	Iteration 36Q: 3 clusters Score -1508629 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 8566 members 
Entering Unmasked Estep 
Score: -1508630.375000 Penalty: 3092.120117
	Iteration 37Q: 3 clusters Score -1508630 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 8571 members 
Entering Unmasked Estep 
Score: -1508631.375000 Penalty: 3092.120117
	Iteration 38Q: 3 clusters Score -1508631 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 8581 members 
Entering Unmasked Estep 
Score: -1508633.250000 Penalty: 3092.120117
	Iteration 39Q: 3 clusters Score -1508633 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4965 members 
Mstep: Class 2 contains 8586 members 
Entering Unmasked Estep 
Score: -1508636.500000 Penalty: 3092.120117
	Iteration 40F: 3 clusters Score -1508636 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 8592 members 
Entering Unmasked Estep 
Score: -1508636.375000 Penalty: 3092.120117
	Iteration 41Q: 3 clusters Score -1508636 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 8597 members 
Entering Unmasked Estep 
Score: -1508638.375000 Penalty: 3092.120117
	Iteration 42Q: 3 clusters Score -1508638 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 8600 members 
Entering Unmasked Estep 
Score: -1508638.125000 Penalty: 3092.120117
	Iteration 43Q: 3 clusters Score -1508638 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 8602 members 
Entering Unmasked Estep 
Score: -1508636.875000 Penalty: 3092.120117
	Iteration 44Q: 3 clusters Score -1508637 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 8603 members 
Entering Unmasked Estep 
Score: -1508639.875000 Penalty: 3092.120117
	Iteration 45Q: 3 clusters Score -1508640 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 8602 members 
Entering Unmasked Estep 
Score: -1508638.250000 Penalty: 3092.120117
	Iteration 46Q: 3 clusters Score -1508638 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 8603 members 
Entering Unmasked Estep 
Score: -1508638.750000 Penalty: 3092.120117
	Iteration 47Q: 3 clusters Score -1508639 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 8603 members 
Entering Unmasked Estep 
Score: -1508638.750000 Penalty: 3092.120117
	Iteration 48F: 3 clusters Score -1508639 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 1403 members 
Mstep: Class 3 contains 10242 members 
Mstep: Class 4 contains 1900 members 
Mstep: Class 5 contains 2607 members 
Mstep: Class 6 contains 1750 members 
Mstep: Class 7 contains 76497 members 
Mstep: Class 8 contains 11481 members 
Mstep: Class 9 contains 42763 members 
Mstep: Class 10 contains 12451 members 
Mstep: Class 11 contains 38382 members 
Mstep: Class 12 contains 56572 members 
Mstep: Class 13 contains 37378 members 
Mstep: Class 14 contains 7352 members 
Mstep: Class 15 contains 13789 members 
Mstep: Class 16 contains 31625 members 
Mstep: Class 17 contains 16803 members 
Mstep: Class 18 contains 14039 members 
Mstep: Class 19 contains 33735 members 
Mstep: Class 20 contains 1848 members 
Mstep: Class 21 contains 13837 members 
Mstep: Class 22 contains 435 members 
Mstep: Class 23 contains 24256 members 
Mstep: Class 24 contains 8708 members 
Mstep: Class 25 contains 37755 members 
Mstep: Class 26 contains 4948 members 
Mstep: Class 27 contains 28008 members 
Mstep: Class 28 contains 31471 members 
Mstep: Class 29 contains 22418 members 
Mstep: Class 30 contains 147440 members 
Mstep: Class 31 contains 25779 members 
Mstep: Class 32 contains 4357 members 
Mstep: Class 33 contains 3320 members 
Mstep: Class 34 contains 2320 members 
Mstep: Class 35 contains 4170 members 
Mstep: Class 36 contains 2410 members 
Mstep: Class 37 contains 2213 members 
Mstep: Class 38 contains 1537 members 
Mstep: Class 39 contains 917 members 
Mstep: Class 40 contains 22368 members 
Mstep: Class 41 contains 2311 members 
Mstep: Class 42 contains 5761 members 
Mstep: Class 43 contains 8603 members 
Entering Unmasked Estep 
Score: -100272024.000000 Penalty: 95154.578125
Splitting cluster 26 changes total score from -100269424.000000 to -100272024.000000
So it's getting split into cluster 43.
Entering ConstructFrom: 
Trying to split cluster 27 (28008 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28008 members 
Entering Unmasked Estep 
Score: -3592390.000000 Penalty: 1664.039917
	Iteration 0F: 2 clusters Score -3592390 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13981 members 
Mstep: Class 2 contains 14027 members 
Entering Unmasked Estep 
Score: -3573305.000000 Penalty: 3328.079834
	Iteration 0F: 3 clusters Score -3573305 nChanged 12919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14426 members 
Mstep: Class 2 contains 13582 members 
Entering Unmasked Estep 
Score: -3580501.000000 Penalty: 3328.079834
	Iteration 1F: 3 clusters Score -3580501 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14558 members 
Mstep: Class 2 contains 13450 members 
Entering Unmasked Estep 
Score: -3580924.500000 Penalty: 3328.079834
	Iteration 2Q: 3 clusters Score -3580924 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14722 members 
Mstep: Class 2 contains 13286 members 
Entering Unmasked Estep 
Score: -3581354.000000 Penalty: 3328.079834
	Iteration 3Q: 3 clusters Score -3581354 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14927 members 
Mstep: Class 2 contains 13081 members 
Entering Unmasked Estep 
Score: -3581931.250000 Penalty: 3328.079834
	Iteration 4Q: 3 clusters Score -3581931 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15245 members 
Mstep: Class 2 contains 12763 members 
Entering Unmasked Estep 
Score: -3582628.500000 Penalty: 3328.079834
	Iteration 5F: 3 clusters Score -3582628 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15570 members 
Mstep: Class 2 contains 12438 members 
Entering Unmasked Estep 
Score: -3583521.750000 Penalty: 3328.079834
	Iteration 6F: 3 clusters Score -3583522 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15909 members 
Mstep: Class 2 contains 12099 members 
Entering Unmasked Estep 
Score: -3584760.250000 Penalty: 3328.079834
	Iteration 7F: 3 clusters Score -3584760 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16177 members 
Mstep: Class 2 contains 11831 members 
Entering Unmasked Estep 
Score: -3586209.000000 Penalty: 3328.079834
	Iteration 8F: 3 clusters Score -3586209 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16371 members 
Mstep: Class 2 contains 11637 members 
Entering Unmasked Estep 
Score: -3587770.500000 Penalty: 3328.079834
	Iteration 9F: 3 clusters Score -3587770 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16540 members 
Mstep: Class 2 contains 11468 members 
Entering Unmasked Estep 
Score: -3588932.250000 Penalty: 3328.079834
	Iteration 10F: 3 clusters Score -3588932 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16647 members 
Mstep: Class 2 contains 11361 members 
Entering Unmasked Estep 
Score: -3589575.000000 Penalty: 3328.079834
	Iteration 11Q: 3 clusters Score -3589575 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16719 members 
Mstep: Class 2 contains 11289 members 
Entering Unmasked Estep 
Score: -3589978.000000 Penalty: 3328.079834
	Iteration 12Q: 3 clusters Score -3589978 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16841 members 
Mstep: Class 2 contains 11167 members 
Entering Unmasked Estep 
Score: -3590220.750000 Penalty: 3328.079834
	Iteration 13Q: 3 clusters Score -3590221 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17002 members 
Mstep: Class 2 contains 11006 members 
Entering Unmasked Estep 
Score: -3590396.000000 Penalty: 3328.079834
	Iteration 14Q: 3 clusters Score -3590396 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17198 members 
Mstep: Class 2 contains 10810 members 
Entering Unmasked Estep 
Score: -3590518.250000 Penalty: 3328.079834
	Iteration 15Q: 3 clusters Score -3590518 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17394 members 
Mstep: Class 2 contains 10614 members 
Entering Unmasked Estep 
Score: -3590624.500000 Penalty: 3328.079834
	Iteration 16Q: 3 clusters Score -3590624 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17576 members 
Mstep: Class 2 contains 10432 members 
Entering Unmasked Estep 
Score: -3590716.500000 Penalty: 3328.079834
	Iteration 17Q: 3 clusters Score -3590716 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17772 members 
Mstep: Class 2 contains 10236 members 
Entering Unmasked Estep 
Score: -3590792.250000 Penalty: 3328.079834
	Iteration 18Q: 3 clusters Score -3590792 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17952 members 
Mstep: Class 2 contains 10056 members 
Entering Unmasked Estep 
Score: -3590859.500000 Penalty: 3328.079834
	Iteration 19Q: 3 clusters Score -3590860 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18139 members 
Mstep: Class 2 contains 9869 members 
Entering Unmasked Estep 
Score: -3590919.500000 Penalty: 3328.079834
	Iteration 20F: 3 clusters Score -3590920 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18315 members 
Mstep: Class 2 contains 9693 members 
Entering Unmasked Estep 
Score: -3590993.250000 Penalty: 3328.079834
	Iteration 21Q: 3 clusters Score -3590993 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18480 members 
Mstep: Class 2 contains 9528 members 
Entering Unmasked Estep 
Score: -3591056.750000 Penalty: 3328.079834
	Iteration 22Q: 3 clusters Score -3591057 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18627 members 
Mstep: Class 2 contains 9381 members 
Entering Unmasked Estep 
Score: -3591085.750000 Penalty: 3328.079834
	Iteration 23Q: 3 clusters Score -3591086 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18778 members 
Mstep: Class 2 contains 9230 members 
Entering Unmasked Estep 
Score: -3591127.250000 Penalty: 3328.079834
	Iteration 24Q: 3 clusters Score -3591127 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18924 members 
Mstep: Class 2 contains 9084 members 
Entering Unmasked Estep 
Score: -3591171.500000 Penalty: 3328.079834
	Iteration 25Q: 3 clusters Score -3591172 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19084 members 
Mstep: Class 2 contains 8924 members 
Entering Unmasked Estep 
Score: -3591204.250000 Penalty: 3328.079834
	Iteration 26Q: 3 clusters Score -3591204 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19230 members 
Mstep: Class 2 contains 8778 members 
Entering Unmasked Estep 
Score: -3591237.750000 Penalty: 3328.079834
	Iteration 27Q: 3 clusters Score -3591238 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19372 members 
Mstep: Class 2 contains 8636 members 
Entering Unmasked Estep 
Score: -3591267.250000 Penalty: 3328.079834
	Iteration 28Q: 3 clusters Score -3591267 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19499 members 
Mstep: Class 2 contains 8509 members 
Entering Unmasked Estep 
Score: -3591279.250000 Penalty: 3328.079834
	Iteration 29Q: 3 clusters Score -3591279 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19615 members 
Mstep: Class 2 contains 8393 members 
Entering Unmasked Estep 
Score: -3591292.000000 Penalty: 3328.079834
	Iteration 30Q: 3 clusters Score -3591292 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19723 members 
Mstep: Class 2 contains 8285 members 
Entering Unmasked Estep 
Score: -3591311.500000 Penalty: 3328.079834
	Iteration 31Q: 3 clusters Score -3591312 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19809 members 
Mstep: Class 2 contains 8199 members 
Entering Unmasked Estep 
Score: -3591318.250000 Penalty: 3328.079834
	Iteration 32Q: 3 clusters Score -3591318 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19882 members 
Mstep: Class 2 contains 8126 members 
Entering Unmasked Estep 
Score: -3591342.500000 Penalty: 3328.079834
	Iteration 33Q: 3 clusters Score -3591342 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19944 members 
Mstep: Class 2 contains 8064 members 
Entering Unmasked Estep 
Score: -3591353.250000 Penalty: 3328.079834
	Iteration 34Q: 3 clusters Score -3591353 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19999 members 
Mstep: Class 2 contains 8009 members 
Entering Unmasked Estep 
Score: -3591349.000000 Penalty: 3328.079834
	Iteration 35Q: 3 clusters Score -3591349 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20053 members 
Mstep: Class 2 contains 7955 members 
Entering Unmasked Estep 
Score: -3591354.500000 Penalty: 3328.079834
	Iteration 36Q: 3 clusters Score -3591354 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20096 members 
Mstep: Class 2 contains 7912 members 
Entering Unmasked Estep 
Score: -3591364.750000 Penalty: 3328.079834
	Iteration 37Q: 3 clusters Score -3591365 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20136 members 
Mstep: Class 2 contains 7872 members 
Entering Unmasked Estep 
Score: -3591366.000000 Penalty: 3328.079834
	Iteration 38Q: 3 clusters Score -3591366 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20170 members 
Mstep: Class 2 contains 7838 members 
Entering Unmasked Estep 
Score: -3591374.250000 Penalty: 3328.079834
	Iteration 39Q: 3 clusters Score -3591374 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20196 members 
Mstep: Class 2 contains 7812 members 
Entering Unmasked Estep 
Score: -3591383.750000 Penalty: 3328.079834
	Iteration 40F: 3 clusters Score -3591384 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20223 members 
Mstep: Class 2 contains 7785 members 
Entering Unmasked Estep 
Score: -3591381.750000 Penalty: 3328.079834
	Iteration 41Q: 3 clusters Score -3591382 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20247 members 
Mstep: Class 2 contains 7761 members 
Entering Unmasked Estep 
Score: -3591373.500000 Penalty: 3328.079834
	Iteration 42Q: 3 clusters Score -3591374 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20269 members 
Mstep: Class 2 contains 7739 members 
Entering Unmasked Estep 
Score: -3591372.250000 Penalty: 3328.079834
	Iteration 43Q: 3 clusters Score -3591372 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20289 members 
Mstep: Class 2 contains 7719 members 
Entering Unmasked Estep 
Score: -3591369.250000 Penalty: 3328.079834
	Iteration 44Q: 3 clusters Score -3591369 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20299 members 
Mstep: Class 2 contains 7709 members 
Entering Unmasked Estep 
Score: -3591372.750000 Penalty: 3328.079834
	Iteration 45Q: 3 clusters Score -3591373 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20315 members 
Mstep: Class 2 contains 7693 members 
Entering Unmasked Estep 
Score: -3591376.000000 Penalty: 3328.079834
	Iteration 46Q: 3 clusters Score -3591376 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20330 members 
Mstep: Class 2 contains 7678 members 
Entering Unmasked Estep 
Score: -3591376.250000 Penalty: 3328.079834
	Iteration 47Q: 3 clusters Score -3591376 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20350 members 
Mstep: Class 2 contains 7658 members 
Entering Unmasked Estep 
Score: -3591379.500000 Penalty: 3328.079834
	Iteration 48Q: 3 clusters Score -3591380 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20366 members 
Mstep: Class 2 contains 7642 members 
Entering Unmasked Estep 
Score: -3591383.250000 Penalty: 3328.079834
	Iteration 49Q: 3 clusters Score -3591383 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20378 members 
Mstep: Class 2 contains 7630 members 
Entering Unmasked Estep 
Score: -3591385.250000 Penalty: 3328.079834
	Iteration 50Q: 3 clusters Score -3591385 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20388 members 
Mstep: Class 2 contains 7620 members 
Entering Unmasked Estep 
Score: -3591386.250000 Penalty: 3328.079834
	Iteration 51Q: 3 clusters Score -3591386 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20399 members 
Mstep: Class 2 contains 7609 members 
Entering Unmasked Estep 
Score: -3591386.750000 Penalty: 3328.079834
	Iteration 52Q: 3 clusters Score -3591387 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20411 members 
Mstep: Class 2 contains 7597 members 
Entering Unmasked Estep 
Score: -3591388.000000 Penalty: 3328.079834
	Iteration 53Q: 3 clusters Score -3591388 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20422 members 
Mstep: Class 2 contains 7586 members 
Entering Unmasked Estep 
Score: -3591389.750000 Penalty: 3328.079834
	Iteration 54Q: 3 clusters Score -3591390 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20429 members 
Mstep: Class 2 contains 7579 members 
Entering Unmasked Estep 
Score: -3591387.750000 Penalty: 3328.079834
	Iteration 55Q: 3 clusters Score -3591388 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20435 members 
Mstep: Class 2 contains 7573 members 
Entering Unmasked Estep 
Score: -3591387.750000 Penalty: 3328.079834
	Iteration 56Q: 3 clusters Score -3591388 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20441 members 
Mstep: Class 2 contains 7567 members 
Entering Unmasked Estep 
Score: -3591393.250000 Penalty: 3328.079834
	Iteration 57Q: 3 clusters Score -3591393 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20447 members 
Mstep: Class 2 contains 7561 members 
Entering Unmasked Estep 
Score: -3591393.250000 Penalty: 3328.079834
	Iteration 58Q: 3 clusters Score -3591393 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20456 members 
Mstep: Class 2 contains 7552 members 
Entering Unmasked Estep 
Score: -3591392.250000 Penalty: 3328.079834
	Iteration 59Q: 3 clusters Score -3591392 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20462 members 
Mstep: Class 2 contains 7546 members 
Entering Unmasked Estep 
Score: -3591395.000000 Penalty: 3328.079834
	Iteration 60F: 3 clusters Score -3591395 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20465 members 
Mstep: Class 2 contains 7543 members 
Entering Unmasked Estep 
Score: -3591392.750000 Penalty: 3328.079834
	Iteration 61Q: 3 clusters Score -3591393 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20468 members 
Mstep: Class 2 contains 7540 members 
Entering Unmasked Estep 
Score: -3591394.250000 Penalty: 3328.079834
	Iteration 62Q: 3 clusters Score -3591394 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20471 members 
Mstep: Class 2 contains 7537 members 
Entering Unmasked Estep 
Score: -3591395.250000 Penalty: 3328.079834
	Iteration 63Q: 3 clusters Score -3591395 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20474 members 
Mstep: Class 2 contains 7534 members 
Entering Unmasked Estep 
Score: -3591398.250000 Penalty: 3328.079834
	Iteration 64Q: 3 clusters Score -3591398 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20476 members 
Mstep: Class 2 contains 7532 members 
Entering Unmasked Estep 
Score: -3591402.000000 Penalty: 3328.079834
	Iteration 65Q: 3 clusters Score -3591402 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20478 members 
Mstep: Class 2 contains 7530 members 
Entering Unmasked Estep 
Score: -3591400.250000 Penalty: 3328.079834
	Iteration 66Q: 3 clusters Score -3591400 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20480 members 
Mstep: Class 2 contains 7528 members 
Entering Unmasked Estep 
Score: -3591397.250000 Penalty: 3328.079834
	Iteration 67Q: 3 clusters Score -3591397 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20483 members 
Mstep: Class 2 contains 7525 members 
Entering Unmasked Estep 
Score: -3591394.500000 Penalty: 3328.079834
	Iteration 68Q: 3 clusters Score -3591394 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20486 members 
Mstep: Class 2 contains 7522 members 
Entering Unmasked Estep 
Score: -3591392.250000 Penalty: 3328.079834
	Iteration 69Q: 3 clusters Score -3591392 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20491 members 
Mstep: Class 2 contains 7517 members 
Entering Unmasked Estep 
Score: -3591391.750000 Penalty: 3328.079834
	Iteration 70Q: 3 clusters Score -3591392 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20493 members 
Mstep: Class 2 contains 7515 members 
Entering Unmasked Estep 
Score: -3591392.750000 Penalty: 3328.079834
	Iteration 71Q: 3 clusters Score -3591393 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20496 members 
Mstep: Class 2 contains 7512 members 
Entering Unmasked Estep 
Score: -3591389.750000 Penalty: 3328.079834
	Iteration 72Q: 3 clusters Score -3591390 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20496 members 
Mstep: Class 2 contains 7512 members 
Entering Unmasked Estep 
Score: -3591389.750000 Penalty: 3328.079834
	Iteration 73F: 3 clusters Score -3591390 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (31471 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31471 members 
Entering Unmasked Estep 
Score: -3951731.500000 Penalty: 1682.983521
	Iteration 0F: 2 clusters Score -3951732 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15833 members 
Mstep: Class 2 contains 15638 members 
Entering Unmasked Estep 
Score: -3930847.250000 Penalty: 3365.967041
	Iteration 0F: 3 clusters Score -3930847 nChanged 14399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16618 members 
Mstep: Class 2 contains 14853 members 
Entering Unmasked Estep 
Score: -3939376.250000 Penalty: 3365.967041
	Iteration 1F: 3 clusters Score -3939376 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17212 members 
Mstep: Class 2 contains 14259 members 
Entering Unmasked Estep 
Score: -3940382.000000 Penalty: 3365.967041
	Iteration 2F: 3 clusters Score -3940382 nChanged 2126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18152 members 
Mstep: Class 2 contains 13319 members 
Entering Unmasked Estep 
Score: -3941794.250000 Penalty: 3365.967041
	Iteration 3F: 3 clusters Score -3941794 nChanged 2401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19415 members 
Mstep: Class 2 contains 12056 members 
Entering Unmasked Estep 
Score: -3943758.000000 Penalty: 3365.967041
	Iteration 4F: 3 clusters Score -3943758 nChanged 2611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20834 members 
Mstep: Class 2 contains 10637 members 
Entering Unmasked Estep 
Score: -3946243.500000 Penalty: 3365.967041
	Iteration 5F: 3 clusters Score -3946244 nChanged 2521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22255 members 
Mstep: Class 2 contains 9216 members 
Entering Unmasked Estep 
Score: -3948645.500000 Penalty: 3365.967041
	Iteration 6F: 3 clusters Score -3948646 nChanged 2068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23447 members 
Mstep: Class 2 contains 8024 members 
Entering Unmasked Estep 
Score: -3950670.250000 Penalty: 3365.967041
	Iteration 7F: 3 clusters Score -3950670 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24383 members 
Mstep: Class 2 contains 7088 members 
Entering Unmasked Estep 
Score: -3952228.750000 Penalty: 3365.967041
	Iteration 8Q: 3 clusters Score -3952229 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24948 members 
Mstep: Class 2 contains 6523 members 
Entering Unmasked Estep 
Score: -3953049.000000 Penalty: 3365.967041
	Iteration 9Q: 3 clusters Score -3953049 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25322 members 
Mstep: Class 2 contains 6149 members 
Entering Unmasked Estep 
Score: -3953335.750000 Penalty: 3365.967041
	Iteration 10Q: 3 clusters Score -3953336 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25560 members 
Mstep: Class 2 contains 5911 members 
Entering Unmasked Estep 
Score: -3953439.250000 Penalty: 3365.967041
	Iteration 11Q: 3 clusters Score -3953439 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25719 members 
Mstep: Class 2 contains 5752 members 
Entering Unmasked Estep 
Score: -3953495.000000 Penalty: 3365.967041
	Iteration 12Q: 3 clusters Score -3953495 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25838 members 
Mstep: Class 2 contains 5633 members 
Entering Unmasked Estep 
Score: -3953534.500000 Penalty: 3365.967041
	Iteration 13Q: 3 clusters Score -3953534 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25934 members 
Mstep: Class 2 contains 5537 members 
Entering Unmasked Estep 
Score: -3953546.500000 Penalty: 3365.967041
	Iteration 14Q: 3 clusters Score -3953546 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26021 members 
Mstep: Class 2 contains 5450 members 
Entering Unmasked Estep 
Score: -3953583.000000 Penalty: 3365.967041
	Iteration 15Q: 3 clusters Score -3953583 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26097 members 
Mstep: Class 2 contains 5374 members 
Entering Unmasked Estep 
Score: -3953611.250000 Penalty: 3365.967041
	Iteration 16Q: 3 clusters Score -3953611 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26158 members 
Mstep: Class 2 contains 5313 members 
Entering Unmasked Estep 
Score: -3953619.750000 Penalty: 3365.967041
	Iteration 17Q: 3 clusters Score -3953620 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26202 members 
Mstep: Class 2 contains 5269 members 
Entering Unmasked Estep 
Score: -3953618.250000 Penalty: 3365.967041
	Iteration 18Q: 3 clusters Score -3953618 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26230 members 
Mstep: Class 2 contains 5241 members 
Entering Unmasked Estep 
Score: -3953624.750000 Penalty: 3365.967041
	Iteration 19Q: 3 clusters Score -3953625 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26251 members 
Mstep: Class 2 contains 5220 members 
Entering Unmasked Estep 
Score: -3953622.750000 Penalty: 3365.967041
	Iteration 20F: 3 clusters Score -3953623 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26262 members 
Mstep: Class 2 contains 5209 members 
Entering Unmasked Estep 
Score: -3953623.500000 Penalty: 3365.967041
	Iteration 21Q: 3 clusters Score -3953624 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26276 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -3953627.750000 Penalty: 3365.967041
	Iteration 22Q: 3 clusters Score -3953628 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26291 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
Score: -3953638.250000 Penalty: 3365.967041
	Iteration 23Q: 3 clusters Score -3953638 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26311 members 
Mstep: Class 2 contains 5160 members 
Entering Unmasked Estep 
Score: -3953644.750000 Penalty: 3365.967041
	Iteration 24Q: 3 clusters Score -3953645 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26329 members 
Mstep: Class 2 contains 5142 members 
Entering Unmasked Estep 
Score: -3953650.750000 Penalty: 3365.967041
	Iteration 25Q: 3 clusters Score -3953651 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26343 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -3953655.750000 Penalty: 3365.967041
	Iteration 26Q: 3 clusters Score -3953656 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26353 members 
Mstep: Class 2 contains 5118 members 
Entering Unmasked Estep 
Score: -3953655.000000 Penalty: 3365.967041
	Iteration 27Q: 3 clusters Score -3953655 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26359 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -3953658.000000 Penalty: 3365.967041
	Iteration 28Q: 3 clusters Score -3953658 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26363 members 
Mstep: Class 2 contains 5108 members 
Entering Unmasked Estep 
Score: -3953658.500000 Penalty: 3365.967041
	Iteration 29Q: 3 clusters Score -3953658 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26367 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -3953660.500000 Penalty: 3365.967041
	Iteration 30Q: 3 clusters Score -3953660 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26376 members 
Mstep: Class 2 contains 5095 members 
Entering Unmasked Estep 
Score: -3953661.250000 Penalty: 3365.967041
	Iteration 31Q: 3 clusters Score -3953661 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26381 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -3953661.750000 Penalty: 3365.967041
	Iteration 32Q: 3 clusters Score -3953662 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26386 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -3953662.000000 Penalty: 3365.967041
	Iteration 33Q: 3 clusters Score -3953662 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26387 members 
Mstep: Class 2 contains 5084 members 
Entering Unmasked Estep 
Score: -3953661.750000 Penalty: 3365.967041
	Iteration 34Q: 3 clusters Score -3953662 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26387 members 
Mstep: Class 2 contains 5084 members 
Entering Unmasked Estep 
Score: -3953661.750000 Penalty: 3365.967041
	Iteration 35F: 3 clusters Score -3953662 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 1403 members 
Mstep: Class 3 contains 10242 members 
Mstep: Class 4 contains 1900 members 
Mstep: Class 5 contains 2607 members 
Mstep: Class 6 contains 1750 members 
Mstep: Class 7 contains 76497 members 
Mstep: Class 8 contains 11481 members 
Mstep: Class 9 contains 42763 members 
Mstep: Class 10 contains 12451 members 
Mstep: Class 11 contains 38382 members 
Mstep: Class 12 contains 56572 members 
Mstep: Class 13 contains 37378 members 
Mstep: Class 14 contains 7352 members 
Mstep: Class 15 contains 13789 members 
Mstep: Class 16 contains 31625 members 
Mstep: Class 17 contains 16803 members 
Mstep: Class 18 contains 14039 members 
Mstep: Class 19 contains 33735 members 
Mstep: Class 20 contains 1848 members 
Mstep: Class 21 contains 13837 members 
Mstep: Class 22 contains 435 members 
Mstep: Class 23 contains 24256 members 
Mstep: Class 24 contains 8708 members 
Mstep: Class 25 contains 37755 members 
Mstep: Class 26 contains 4948 members 
Mstep: Class 27 contains 28008 members 
Mstep: Class 28 contains 26387 members 
Mstep: Class 29 contains 22418 members 
Mstep: Class 30 contains 147440 members 
Mstep: Class 31 contains 25779 members 
Mstep: Class 32 contains 4357 members 
Mstep: Class 33 contains 3320 members 
Mstep: Class 34 contains 2320 members 
Mstep: Class 35 contains 4170 members 
Mstep: Class 36 contains 2410 members 
Mstep: Class 37 contains 2213 members 
Mstep: Class 38 contains 1537 members 
Mstep: Class 39 contains 917 members 
Mstep: Class 40 contains 22368 members 
Mstep: Class 41 contains 2311 members 
Mstep: Class 42 contains 5761 members 
Mstep: Class 43 contains 8603 members 
Mstep: Class 44 contains 5084 members 
Entering Unmasked Estep 
Score: -100273392.000000 Penalty: 97367.476562
Splitting cluster 28 changes total score from -100269424.000000 to -100273392.000000
So it's getting split into cluster 44.
Entering ConstructFrom: 
Trying to split cluster 29 (22418 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22418 members 
Entering Unmasked Estep 
Score: -2792246.500000 Penalty: 1627.863159
	Iteration 0F: 2 clusters Score -2792246 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11300 members 
Mstep: Class 2 contains 11118 members 
Entering Unmasked Estep 
Score: -2777229.750000 Penalty: 3255.726318
	Iteration 0F: 3 clusters Score -2777230 nChanged 10210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11770 members 
Mstep: Class 2 contains 10648 members 
Entering Unmasked Estep 
Score: -2782710.750000 Penalty: 3255.726318
	Iteration 1F: 3 clusters Score -2782711 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12034 members 
Mstep: Class 2 contains 10384 members 
Entering Unmasked Estep 
Score: -2783181.000000 Penalty: 3255.726318
	Iteration 2F: 3 clusters Score -2783181 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12313 members 
Mstep: Class 2 contains 10105 members 
Entering Unmasked Estep 
Score: -2783650.750000 Penalty: 3255.726318
	Iteration 3Q: 3 clusters Score -2783651 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12692 members 
Mstep: Class 2 contains 9726 members 
Entering Unmasked Estep 
Score: -2784206.000000 Penalty: 3255.726318
	Iteration 4F: 3 clusters Score -2784206 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13181 members 
Mstep: Class 2 contains 9237 members 
Entering Unmasked Estep 
Score: -2784815.250000 Penalty: 3255.726318
	Iteration 5F: 3 clusters Score -2784815 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13740 members 
Mstep: Class 2 contains 8678 members 
Entering Unmasked Estep 
Score: -2785419.750000 Penalty: 3255.726318
	Iteration 6F: 3 clusters Score -2785420 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14386 members 
Mstep: Class 2 contains 8032 members 
Entering Unmasked Estep 
Score: -2786066.000000 Penalty: 3255.726318
	Iteration 7F: 3 clusters Score -2786066 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15023 members 
Mstep: Class 2 contains 7395 members 
Entering Unmasked Estep 
Score: -2786649.250000 Penalty: 3255.726318
	Iteration 8Q: 3 clusters Score -2786649 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15642 members 
Mstep: Class 2 contains 6776 members 
Entering Unmasked Estep 
Score: -2787191.500000 Penalty: 3255.726318
	Iteration 9Q: 3 clusters Score -2787192 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16232 members 
Mstep: Class 2 contains 6186 members 
Entering Unmasked Estep 
Score: -2787720.500000 Penalty: 3255.726318
	Iteration 10Q: 3 clusters Score -2787720 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16747 members 
Mstep: Class 2 contains 5671 members 
Entering Unmasked Estep 
Score: -2788186.000000 Penalty: 3255.726318
	Iteration 11Q: 3 clusters Score -2788186 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17191 members 
Mstep: Class 2 contains 5227 members 
Entering Unmasked Estep 
Score: -2788561.000000 Penalty: 3255.726318
	Iteration 12Q: 3 clusters Score -2788561 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17578 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -2788885.000000 Penalty: 3255.726318
	Iteration 13Q: 3 clusters Score -2788885 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17966 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -2789176.000000 Penalty: 3255.726318
	Iteration 14Q: 3 clusters Score -2789176 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18355 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -2789438.250000 Penalty: 3255.726318
	Iteration 15Q: 3 clusters Score -2789438 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18708 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -2789629.500000 Penalty: 3255.726318
	Iteration 16Q: 3 clusters Score -2789630 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19007 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -2789790.500000 Penalty: 3255.726318
	Iteration 17Q: 3 clusters Score -2789790 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19307 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -2789935.500000 Penalty: 3255.726318
	Iteration 18Q: 3 clusters Score -2789936 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19570 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -2790071.000000 Penalty: 3255.726318
	Iteration 19Q: 3 clusters Score -2790071 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19836 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -2790203.750000 Penalty: 3255.726318
	Iteration 20F: 3 clusters Score -2790204 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20080 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -2790325.000000 Penalty: 3255.726318
	Iteration 21Q: 3 clusters Score -2790325 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20306 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -2790435.750000 Penalty: 3255.726318
	Iteration 22Q: 3 clusters Score -2790436 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20488 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -2790527.000000 Penalty: 3255.726318
	Iteration 23Q: 3 clusters Score -2790527 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20640 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -2790611.250000 Penalty: 3255.726318
	Iteration 24Q: 3 clusters Score -2790611 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20773 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -2790659.000000 Penalty: 3255.726318
	Iteration 25Q: 3 clusters Score -2790659 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20901 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -2790712.750000 Penalty: 3255.726318
	Iteration 26Q: 3 clusters Score -2790713 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21013 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -2790759.500000 Penalty: 3255.726318
	Iteration 27Q: 3 clusters Score -2790760 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21105 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -2790798.250000 Penalty: 3255.726318
	Iteration 28Q: 3 clusters Score -2790798 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21191 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -2790833.000000 Penalty: 3255.726318
	Iteration 29Q: 3 clusters Score -2790833 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21276 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -2790867.500000 Penalty: 3255.726318
	Iteration 30Q: 3 clusters Score -2790868 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21338 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -2790912.500000 Penalty: 3255.726318
	Iteration 31Q: 3 clusters Score -2790912 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21402 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -2790942.500000 Penalty: 3255.726318
	Iteration 32Q: 3 clusters Score -2790942 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21465 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -2790982.250000 Penalty: 3255.726318
	Iteration 33Q: 3 clusters Score -2790982 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21517 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -2791022.500000 Penalty: 3255.726318
	Iteration 34Q: 3 clusters Score -2791022 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21549 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -2791043.250000 Penalty: 3255.726318
	Iteration 35Q: 3 clusters Score -2791043 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21572 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -2791050.500000 Penalty: 3255.726318
	Iteration 36Q: 3 clusters Score -2791050 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21597 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -2791069.750000 Penalty: 3255.726318
	Iteration 37Q: 3 clusters Score -2791070 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21622 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -2791080.500000 Penalty: 3255.726318
	Iteration 38Q: 3 clusters Score -2791080 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21643 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -2791089.250000 Penalty: 3255.726318
	Iteration 39Q: 3 clusters Score -2791089 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21657 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -2791099.500000 Penalty: 3255.726318
	Iteration 40F: 3 clusters Score -2791100 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21666 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -2791108.500000 Penalty: 3255.726318
	Iteration 41Q: 3 clusters Score -2791108 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21671 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -2791118.500000 Penalty: 3255.726318
	Iteration 42Q: 3 clusters Score -2791118 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21680 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -2791132.000000 Penalty: 3255.726318
	Iteration 43Q: 3 clusters Score -2791132 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21681 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -2791136.250000 Penalty: 3255.726318
	Iteration 44Q: 3 clusters Score -2791136 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21684 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -2791136.750000 Penalty: 3255.726318
	Iteration 45Q: 3 clusters Score -2791137 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21684 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -2791140.750000 Penalty: 3255.726318
	Iteration 46Q: 3 clusters Score -2791141 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21683 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -2791140.000000 Penalty: 3255.726318
	Iteration 47Q: 3 clusters Score -2791140 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21680 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -2791135.250000 Penalty: 3255.726318
	Iteration 48Q: 3 clusters Score -2791135 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21680 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -2791135.250000 Penalty: 3255.726318
	Iteration 49F: 3 clusters Score -2791135 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (147440 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147440 members 
Entering Unmasked Estep 
Score: -18950360.000000 Penalty: 1933.941162
	Iteration 0F: 2 clusters Score -1.895036e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73909 members 
Mstep: Class 2 contains 73531 members 
Entering Unmasked Estep 
Score: -18869516.000000 Penalty: 3867.882324
	Iteration 0F: 3 clusters Score -1.886952e+07 nChanged 71075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75022 members 
Mstep: Class 2 contains 72418 members 
Entering Unmasked Estep 
Score: -18911920.000000 Penalty: 3867.882324
	Iteration 1F: 3 clusters Score -1.891192e+07 nChanged 5648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75066 members 
Mstep: Class 2 contains 72374 members 
Entering Unmasked Estep 
Score: -18913786.000000 Penalty: 3867.882324
	Iteration 2Q: 3 clusters Score -1.891379e+07 nChanged 6487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75029 members 
Mstep: Class 2 contains 72411 members 
Entering Unmasked Estep 
Score: -18916234.000000 Penalty: 3867.882324
	Iteration 3Q: 3 clusters Score -1.891623e+07 nChanged 7145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75076 members 
Mstep: Class 2 contains 72364 members 
Entering Unmasked Estep 
Score: -18919452.000000 Penalty: 3867.882324
	Iteration 4Q: 3 clusters Score -1.891945e+07 nChanged 8193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75133 members 
Mstep: Class 2 contains 72307 members 
Entering Unmasked Estep 
Score: -18924118.000000 Penalty: 3867.882324
	Iteration 5F: 3 clusters Score -1.892412e+07 nChanged 8848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75083 members 
Mstep: Class 2 contains 72357 members 
Entering Unmasked Estep 
Score: -18929838.000000 Penalty: 3867.882324
	Iteration 6F: 3 clusters Score -1.892984e+07 nChanged 8755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74826 members 
Mstep: Class 2 contains 72614 members 
Entering Unmasked Estep 
Score: -18935384.000000 Penalty: 3867.882324
	Iteration 7F: 3 clusters Score -1.893538e+07 nChanged 7402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74430 members 
Mstep: Class 2 contains 73010 members 
Entering Unmasked Estep 
Score: -18938784.000000 Penalty: 3867.882324
	Iteration 8F: 3 clusters Score -1.893878e+07 nChanged 4932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73964 members 
Mstep: Class 2 contains 73476 members 
Entering Unmasked Estep 
Score: -18940030.000000 Penalty: 3867.882324
	Iteration 9Q: 3 clusters Score -1.894003e+07 nChanged 2752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73476 members 
Mstep: Class 2 contains 73964 members 
Entering Unmasked Estep 
Score: -18940354.000000 Penalty: 3867.882324
	Iteration 10Q: 3 clusters Score -1.894035e+07 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72894 members 
Mstep: Class 2 contains 74546 members 
Entering Unmasked Estep 
Score: -18940498.000000 Penalty: 3867.882324
	Iteration 11Q: 3 clusters Score -1.89405e+07 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72304 members 
Mstep: Class 2 contains 75136 members 
Entering Unmasked Estep 
Score: -18940670.000000 Penalty: 3867.882324
	Iteration 12Q: 3 clusters Score -1.894067e+07 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71631 members 
Mstep: Class 2 contains 75809 members 
Entering Unmasked Estep 
Score: -18940786.000000 Penalty: 3867.882324
	Iteration 13Q: 3 clusters Score -1.894079e+07 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70931 members 
Mstep: Class 2 contains 76509 members 
Entering Unmasked Estep 
Score: -18940962.000000 Penalty: 3867.882324
	Iteration 14Q: 3 clusters Score -1.894096e+07 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70186 members 
Mstep: Class 2 contains 77254 members 
Entering Unmasked Estep 
Score: -18941182.000000 Penalty: 3867.882324
	Iteration 15Q: 3 clusters Score -1.894118e+07 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69386 members 
Mstep: Class 2 contains 78054 members 
Entering Unmasked Estep 
Score: -18941204.000000 Penalty: 3867.882324
	Iteration 16Q: 3 clusters Score -1.89412e+07 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68499 members 
Mstep: Class 2 contains 78941 members 
Entering Unmasked Estep 
Score: -18941340.000000 Penalty: 3867.882324
	Iteration 17Q: 3 clusters Score -1.894134e+07 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67455 members 
Mstep: Class 2 contains 79985 members 
Entering Unmasked Estep 
Score: -18941540.000000 Penalty: 3867.882324
	Iteration 18Q: 3 clusters Score -1.894154e+07 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66220 members 
Mstep: Class 2 contains 81220 members 
Entering Unmasked Estep 
Score: -18941694.000000 Penalty: 3867.882324
	Iteration 19Q: 3 clusters Score -1.894169e+07 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64856 members 
Mstep: Class 2 contains 82584 members 
Entering Unmasked Estep 
Score: -18941784.000000 Penalty: 3867.882324
	Iteration 20F: 3 clusters Score -1.894178e+07 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63370 members 
Mstep: Class 2 contains 84070 members 
Entering Unmasked Estep 
Score: -18941946.000000 Penalty: 3867.882324
	Iteration 21Q: 3 clusters Score -1.894195e+07 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61822 members 
Mstep: Class 2 contains 85618 members 
Entering Unmasked Estep 
Score: -18942172.000000 Penalty: 3867.882324
	Iteration 22Q: 3 clusters Score -1.894217e+07 nChanged 2003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60139 members 
Mstep: Class 2 contains 87301 members 
Entering Unmasked Estep 
Score: -18942348.000000 Penalty: 3867.882324
	Iteration 23Q: 3 clusters Score -1.894235e+07 nChanged 2096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58411 members 
Mstep: Class 2 contains 89029 members 
Entering Unmasked Estep 
Score: -18942672.000000 Penalty: 3867.882324
	Iteration 24Q: 3 clusters Score -1.894267e+07 nChanged 2184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56635 members 
Mstep: Class 2 contains 90805 members 
Entering Unmasked Estep 
Score: -18942942.000000 Penalty: 3867.882324
	Iteration 25Q: 3 clusters Score -1.894294e+07 nChanged 2377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54640 members 
Mstep: Class 2 contains 92800 members 
Entering Unmasked Estep 
Score: -18943370.000000 Penalty: 3867.882324
	Iteration 26Q: 3 clusters Score -1.894337e+07 nChanged 2364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52626 members 
Mstep: Class 2 contains 94814 members 
Entering Unmasked Estep 
Score: -18943658.000000 Penalty: 3867.882324
	Iteration 27Q: 3 clusters Score -1.894366e+07 nChanged 2456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50516 members 
Mstep: Class 2 contains 96924 members 
Entering Unmasked Estep 
Score: -18943944.000000 Penalty: 3867.882324
	Iteration 28Q: 3 clusters Score -1.894394e+07 nChanged 2430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48436 members 
Mstep: Class 2 contains 99004 members 
Entering Unmasked Estep 
Score: -18944368.000000 Penalty: 3867.882324
	Iteration 29Q: 3 clusters Score -1.894437e+07 nChanged 2442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46404 members 
Mstep: Class 2 contains 101036 members 
Entering Unmasked Estep 
Score: -18944682.000000 Penalty: 3867.882324
	Iteration 30Q: 3 clusters Score -1.894468e+07 nChanged 2310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44480 members 
Mstep: Class 2 contains 102960 members 
Entering Unmasked Estep 
Score: -18945114.000000 Penalty: 3867.882324
	Iteration 31Q: 3 clusters Score -1.894511e+07 nChanged 2377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42463 members 
Mstep: Class 2 contains 104977 members 
Entering Unmasked Estep 
Score: -18945534.000000 Penalty: 3867.882324
	Iteration 32Q: 3 clusters Score -1.894553e+07 nChanged 2269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40510 members 
Mstep: Class 2 contains 106930 members 
Entering Unmasked Estep 
Score: -18946018.000000 Penalty: 3867.882324
	Iteration 33Q: 3 clusters Score -1.894602e+07 nChanged 2247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38553 members 
Mstep: Class 2 contains 108887 members 
Entering Unmasked Estep 
Score: -18946434.000000 Penalty: 3867.882324
	Iteration 34Q: 3 clusters Score -1.894643e+07 nChanged 2099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36706 members 
Mstep: Class 2 contains 110734 members 
Entering Unmasked Estep 
Score: -18946810.000000 Penalty: 3867.882324
	Iteration 35Q: 3 clusters Score -1.894681e+07 nChanged 2061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34897 members 
Mstep: Class 2 contains 112543 members 
Entering Unmasked Estep 
Score: -18947240.000000 Penalty: 3867.882324
	Iteration 36Q: 3 clusters Score -1.894724e+07 nChanged 1906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33189 members 
Mstep: Class 2 contains 114251 members 
Entering Unmasked Estep 
Score: -18947678.000000 Penalty: 3867.882324
	Iteration 37Q: 3 clusters Score -1.894768e+07 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31532 members 
Mstep: Class 2 contains 115908 members 
Entering Unmasked Estep 
Score: -18948148.000000 Penalty: 3867.882324
	Iteration 38Q: 3 clusters Score -1.894815e+07 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29958 members 
Mstep: Class 2 contains 117482 members 
Entering Unmasked Estep 
Score: -18948468.000000 Penalty: 3867.882324
	Iteration 39Q: 3 clusters Score -1.894847e+07 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28587 members 
Mstep: Class 2 contains 118853 members 
Entering Unmasked Estep 
Score: -18948866.000000 Penalty: 3867.882324
	Iteration 40F: 3 clusters Score -1.894887e+07 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27140 members 
Mstep: Class 2 contains 120300 members 
Entering Unmasked Estep 
Score: -18949196.000000 Penalty: 3867.882324
	Iteration 41Q: 3 clusters Score -1.89492e+07 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25708 members 
Mstep: Class 2 contains 121732 members 
Entering Unmasked Estep 
Score: -18949642.000000 Penalty: 3867.882324
	Iteration 42Q: 3 clusters Score -1.894964e+07 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24280 members 
Mstep: Class 2 contains 123160 members 
Entering Unmasked Estep 
Score: -18950102.000000 Penalty: 3867.882324
	Iteration 43Q: 3 clusters Score -1.89501e+07 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22862 members 
Mstep: Class 2 contains 124578 members 
Entering Unmasked Estep 
Score: -18950324.000000 Penalty: 3867.882324
	Iteration 44Q: 3 clusters Score -1.895032e+07 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21522 members 
Mstep: Class 2 contains 125918 members 
Entering Unmasked Estep 
Score: -18950542.000000 Penalty: 3867.882324
	Iteration 45Q: 3 clusters Score -1.895054e+07 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20208 members 
Mstep: Class 2 contains 127232 members 
Entering Unmasked Estep 
Score: -18950780.000000 Penalty: 3867.882324
	Iteration 46Q: 3 clusters Score -1.895078e+07 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18972 members 
Mstep: Class 2 contains 128468 members 
Entering Unmasked Estep 
Score: -18950922.000000 Penalty: 3867.882324
	Iteration 47Q: 3 clusters Score -1.895092e+07 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17810 members 
Mstep: Class 2 contains 129630 members 
Entering Unmasked Estep 
Score: -18951096.000000 Penalty: 3867.882324
	Iteration 48Q: 3 clusters Score -1.89511e+07 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16648 members 
Mstep: Class 2 contains 130792 members 
Entering Unmasked Estep 
Score: -18951198.000000 Penalty: 3867.882324
	Iteration 49Q: 3 clusters Score -1.89512e+07 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15553 members 
Mstep: Class 2 contains 131887 members 
Entering Unmasked Estep 
Score: -18951374.000000 Penalty: 3867.882324
	Iteration 50Q: 3 clusters Score -1.895137e+07 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14595 members 
Mstep: Class 2 contains 132845 members 
Entering Unmasked Estep 
Score: -18951484.000000 Penalty: 3867.882324
	Iteration 51Q: 3 clusters Score -1.895148e+07 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13701 members 
Mstep: Class 2 contains 133739 members 
Entering Unmasked Estep 
Score: -18951586.000000 Penalty: 3867.882324
	Iteration 52Q: 3 clusters Score -1.895159e+07 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12916 members 
Mstep: Class 2 contains 134524 members 
Entering Unmasked Estep 
Score: -18951672.000000 Penalty: 3867.882324
	Iteration 53Q: 3 clusters Score -1.895167e+07 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12193 members 
Mstep: Class 2 contains 135247 members 
Entering Unmasked Estep 
Score: -18951704.000000 Penalty: 3867.882324
	Iteration 54Q: 3 clusters Score -1.89517e+07 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11534 members 
Mstep: Class 2 contains 135906 members 
Entering Unmasked Estep 
Score: -18951708.000000 Penalty: 3867.882324
	Iteration 55Q: 3 clusters Score -1.895171e+07 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10941 members 
Mstep: Class 2 contains 136499 members 
Entering Unmasked Estep 
Score: -18951702.000000 Penalty: 3867.882324
	Iteration 56Q: 3 clusters Score -1.89517e+07 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10378 members 
Mstep: Class 2 contains 137062 members 
Entering Unmasked Estep 
Score: -18951768.000000 Penalty: 3867.882324
	Iteration 57Q: 3 clusters Score -1.895177e+07 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9858 members 
Mstep: Class 2 contains 137582 members 
Entering Unmasked Estep 
Score: -18951770.000000 Penalty: 3867.882324
	Iteration 58Q: 3 clusters Score -1.895177e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9397 members 
Mstep: Class 2 contains 138043 members 
Entering Unmasked Estep 
Score: -18951732.000000 Penalty: 3867.882324
	Iteration 59Q: 3 clusters Score -1.895173e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8987 members 
Mstep: Class 2 contains 138453 members 
Entering Unmasked Estep 
Score: -18951720.000000 Penalty: 3867.882324
	Iteration 60F: 3 clusters Score -1.895172e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8583 members 
Mstep: Class 2 contains 138857 members 
Entering Unmasked Estep 
Score: -18951748.000000 Penalty: 3867.882324
	Iteration 61Q: 3 clusters Score -1.895175e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8215 members 
Mstep: Class 2 contains 139225 members 
Entering Unmasked Estep 
Score: -18951714.000000 Penalty: 3867.882324
	Iteration 62Q: 3 clusters Score -1.895171e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7845 members 
Mstep: Class 2 contains 139595 members 
Entering Unmasked Estep 
Score: -18951658.000000 Penalty: 3867.882324
	Iteration 63Q: 3 clusters Score -1.895166e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7522 members 
Mstep: Class 2 contains 139918 members 
Entering Unmasked Estep 
Score: -18951588.000000 Penalty: 3867.882324
	Iteration 64Q: 3 clusters Score -1.895159e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7243 members 
Mstep: Class 2 contains 140197 members 
Entering Unmasked Estep 
Score: -18951520.000000 Penalty: 3867.882324
	Iteration 65Q: 3 clusters Score -1.895152e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7005 members 
Mstep: Class 2 contains 140435 members 
Entering Unmasked Estep 
Score: -18951530.000000 Penalty: 3867.882324
	Iteration 66Q: 3 clusters Score -1.895153e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6761 members 
Mstep: Class 2 contains 140679 members 
Entering Unmasked Estep 
Score: -18951446.000000 Penalty: 3867.882324
	Iteration 67Q: 3 clusters Score -1.895145e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6538 members 
Mstep: Class 2 contains 140902 members 
Entering Unmasked Estep 
Score: -18951418.000000 Penalty: 3867.882324
	Iteration 68Q: 3 clusters Score -1.895142e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6342 members 
Mstep: Class 2 contains 141098 members 
Entering Unmasked Estep 
Score: -18951324.000000 Penalty: 3867.882324
	Iteration 69Q: 3 clusters Score -1.895132e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6147 members 
Mstep: Class 2 contains 141293 members 
Entering Unmasked Estep 
Score: -18951296.000000 Penalty: 3867.882324
	Iteration 70Q: 3 clusters Score -1.89513e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5971 members 
Mstep: Class 2 contains 141469 members 
Entering Unmasked Estep 
Score: -18951286.000000 Penalty: 3867.882324
	Iteration 71Q: 3 clusters Score -1.895129e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5801 members 
Mstep: Class 2 contains 141639 members 
Entering Unmasked Estep 
Score: -18951236.000000 Penalty: 3867.882324
	Iteration 72Q: 3 clusters Score -1.895124e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5637 members 
Mstep: Class 2 contains 141803 members 
Entering Unmasked Estep 
Score: -18951222.000000 Penalty: 3867.882324
	Iteration 73Q: 3 clusters Score -1.895122e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5482 members 
Mstep: Class 2 contains 141958 members 
Entering Unmasked Estep 
Score: -18951194.000000 Penalty: 3867.882324
	Iteration 74Q: 3 clusters Score -1.895119e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 142099 members 
Entering Unmasked Estep 
Score: -18951224.000000 Penalty: 3867.882324
	Iteration 75Q: 3 clusters Score -1.895122e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5227 members 
Mstep: Class 2 contains 142213 members 
Entering Unmasked Estep 
Score: -18951202.000000 Penalty: 3867.882324
	Iteration 76Q: 3 clusters Score -1.89512e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5121 members 
Mstep: Class 2 contains 142319 members 
Entering Unmasked Estep 
Score: -18951216.000000 Penalty: 3867.882324
	Iteration 77Q: 3 clusters Score -1.895122e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5048 members 
Mstep: Class 2 contains 142392 members 
Entering Unmasked Estep 
Score: -18951194.000000 Penalty: 3867.882324
	Iteration 78Q: 3 clusters Score -1.895119e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 142469 members 
Entering Unmasked Estep 
Score: -18951168.000000 Penalty: 3867.882324
	Iteration 79Q: 3 clusters Score -1.895117e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 142547 members 
Entering Unmasked Estep 
Score: -18951138.000000 Penalty: 3867.882324
	Iteration 80F: 3 clusters Score -1.895114e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 142629 members 
Entering Unmasked Estep 
Score: -18951134.000000 Penalty: 3867.882324
	Iteration 81Q: 3 clusters Score -1.895113e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 142694 members 
Entering Unmasked Estep 
Score: -18951124.000000 Penalty: 3867.882324
	Iteration 82Q: 3 clusters Score -1.895112e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 142762 members 
Entering Unmasked Estep 
Score: -18951106.000000 Penalty: 3867.882324
	Iteration 83Q: 3 clusters Score -1.895111e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 142827 members 
Entering Unmasked Estep 
Score: -18951100.000000 Penalty: 3867.882324
	Iteration 84Q: 3 clusters Score -1.89511e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 142885 members 
Entering Unmasked Estep 
Score: -18951028.000000 Penalty: 3867.882324
	Iteration 85Q: 3 clusters Score -1.895103e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 142946 members 
Entering Unmasked Estep 
Score: -18951028.000000 Penalty: 3867.882324
	Iteration 86Q: 3 clusters Score -1.895103e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 143012 members 
Entering Unmasked Estep 
Score: -18951022.000000 Penalty: 3867.882324
	Iteration 87Q: 3 clusters Score -1.895102e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 143072 members 
Entering Unmasked Estep 
Score: -18950976.000000 Penalty: 3867.882324
	Iteration 88Q: 3 clusters Score -1.895098e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 143126 members 
Entering Unmasked Estep 
Score: -18950960.000000 Penalty: 3867.882324
	Iteration 89Q: 3 clusters Score -1.895096e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 143186 members 
Entering Unmasked Estep 
Score: -18950974.000000 Penalty: 3867.882324
	Iteration 90Q: 3 clusters Score -1.895097e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 143248 members 
Entering Unmasked Estep 
Score: -18950932.000000 Penalty: 3867.882324
	Iteration 91Q: 3 clusters Score -1.895093e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 143291 members 
Entering Unmasked Estep 
Score: -18950944.000000 Penalty: 3867.882324
	Iteration 92Q: 3 clusters Score -1.895094e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 143327 members 
Entering Unmasked Estep 
Score: -18950908.000000 Penalty: 3867.882324
	Iteration 93Q: 3 clusters Score -1.895091e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 143363 members 
Entering Unmasked Estep 
Score: -18950902.000000 Penalty: 3867.882324
	Iteration 94Q: 3 clusters Score -1.89509e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 143405 members 
Entering Unmasked Estep 
Score: -18950886.000000 Penalty: 3867.882324
	Iteration 95Q: 3 clusters Score -1.895089e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 143445 members 
Entering Unmasked Estep 
Score: -18950888.000000 Penalty: 3867.882324
	Iteration 96Q: 3 clusters Score -1.895089e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 143488 members 
Entering Unmasked Estep 
Score: -18950878.000000 Penalty: 3867.882324
	Iteration 97Q: 3 clusters Score -1.895088e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 143529 members 
Entering Unmasked Estep 
Score: -18950814.000000 Penalty: 3867.882324
	Iteration 98Q: 3 clusters Score -1.895081e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 143570 members 
Entering Unmasked Estep 
Score: -18950794.000000 Penalty: 3867.882324
	Iteration 99Q: 3 clusters Score -1.895079e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 143604 members 
Entering Unmasked Estep 
Score: -18950782.000000 Penalty: 3867.882324
	Iteration 100F: 3 clusters Score -1.895078e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 143645 members 
Entering Unmasked Estep 
Score: -18950748.000000 Penalty: 3867.882324
	Iteration 101Q: 3 clusters Score -1.895075e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 143680 members 
Entering Unmasked Estep 
Score: -18950730.000000 Penalty: 3867.882324
	Iteration 102Q: 3 clusters Score -1.895073e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 143718 members 
Entering Unmasked Estep 
Score: -18950726.000000 Penalty: 3867.882324
	Iteration 103Q: 3 clusters Score -1.895073e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 143756 members 
Entering Unmasked Estep 
Score: -18950714.000000 Penalty: 3867.882324
	Iteration 104Q: 3 clusters Score -1.895071e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 143795 members 
Entering Unmasked Estep 
Score: -18950678.000000 Penalty: 3867.882324
	Iteration 105Q: 3 clusters Score -1.895068e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 143839 members 
Entering Unmasked Estep 
Score: -18950690.000000 Penalty: 3867.882324
	Iteration 106Q: 3 clusters Score -1.895069e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 143880 members 
Entering Unmasked Estep 
Score: -18950708.000000 Penalty: 3867.882324
	Iteration 107Q: 3 clusters Score -1.895071e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 143915 members 
Entering Unmasked Estep 
Score: -18950684.000000 Penalty: 3867.882324
	Iteration 108Q: 3 clusters Score -1.895068e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 143937 members 
Entering Unmasked Estep 
Score: -18950676.000000 Penalty: 3867.882324
	Iteration 109Q: 3 clusters Score -1.895068e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 143958 members 
Entering Unmasked Estep 
Score: -18950676.000000 Penalty: 3867.882324
	Iteration 110Q: 3 clusters Score -1.895068e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 143972 members 
Entering Unmasked Estep 
Score: -18950674.000000 Penalty: 3867.882324
	Iteration 111Q: 3 clusters Score -1.895067e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 143988 members 
Entering Unmasked Estep 
Score: -18950686.000000 Penalty: 3867.882324
	Iteration 112Q: 3 clusters Score -1.895069e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 143997 members 
Entering Unmasked Estep 
Score: -18950678.000000 Penalty: 3867.882324
	Iteration 113Q: 3 clusters Score -1.895068e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 144004 members 
Entering Unmasked Estep 
Score: -18950668.000000 Penalty: 3867.882324
	Iteration 114Q: 3 clusters Score -1.895067e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 144010 members 
Entering Unmasked Estep 
Score: -18950672.000000 Penalty: 3867.882324
	Iteration 115Q: 3 clusters Score -1.895067e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 144020 members 
Entering Unmasked Estep 
Score: -18950654.000000 Penalty: 3867.882324
	Iteration 116Q: 3 clusters Score -1.895065e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 144032 members 
Entering Unmasked Estep 
Score: -18950662.000000 Penalty: 3867.882324
	Iteration 117Q: 3 clusters Score -1.895066e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 144045 members 
Entering Unmasked Estep 
Score: -18950646.000000 Penalty: 3867.882324
	Iteration 118Q: 3 clusters Score -1.895065e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 144057 members 
Entering Unmasked Estep 
Score: -18950630.000000 Penalty: 3867.882324
	Iteration 119Q: 3 clusters Score -1.895063e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 144070 members 
Entering Unmasked Estep 
Score: -18950620.000000 Penalty: 3867.882324
	Iteration 120F: 3 clusters Score -1.895062e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 144083 members 
Entering Unmasked Estep 
Score: -18950628.000000 Penalty: 3867.882324
	Iteration 121Q: 3 clusters Score -1.895063e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 144099 members 
Entering Unmasked Estep 
Score: -18950614.000000 Penalty: 3867.882324
	Iteration 122Q: 3 clusters Score -1.895061e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 144109 members 
Entering Unmasked Estep 
Score: -18950610.000000 Penalty: 3867.882324
	Iteration 123Q: 3 clusters Score -1.895061e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 144117 members 
Entering Unmasked Estep 
Score: -18950594.000000 Penalty: 3867.882324
	Iteration 124Q: 3 clusters Score -1.895059e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 144120 members 
Entering Unmasked Estep 
Score: -18950600.000000 Penalty: 3867.882324
	Iteration 125Q: 3 clusters Score -1.89506e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 144127 members 
Entering Unmasked Estep 
Score: -18950598.000000 Penalty: 3867.882324
	Iteration 126Q: 3 clusters Score -1.89506e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 144137 members 
Entering Unmasked Estep 
Score: -18950592.000000 Penalty: 3867.882324
	Iteration 127Q: 3 clusters Score -1.895059e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 144149 members 
Entering Unmasked Estep 
Score: -18950580.000000 Penalty: 3867.882324
	Iteration 128Q: 3 clusters Score -1.895058e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 144159 members 
Entering Unmasked Estep 
Score: -18950580.000000 Penalty: 3867.882324
	Iteration 129Q: 3 clusters Score -1.895058e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 144167 members 
Entering Unmasked Estep 
Score: -18950596.000000 Penalty: 3867.882324
	Iteration 130Q: 3 clusters Score -1.89506e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 144172 members 
Entering Unmasked Estep 
Score: -18950588.000000 Penalty: 3867.882324
	Iteration 131Q: 3 clusters Score -1.895059e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 144175 members 
Entering Unmasked Estep 
Score: -18950592.000000 Penalty: 3867.882324
	Iteration 132Q: 3 clusters Score -1.895059e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 144185 members 
Entering Unmasked Estep 
Score: -18950574.000000 Penalty: 3867.882324
	Iteration 133Q: 3 clusters Score -1.895057e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 144189 members 
Entering Unmasked Estep 
Score: -18950566.000000 Penalty: 3867.882324
	Iteration 134Q: 3 clusters Score -1.895057e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 144196 members 
Entering Unmasked Estep 
Score: -18950546.000000 Penalty: 3867.882324
	Iteration 135Q: 3 clusters Score -1.895055e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 144201 members 
Entering Unmasked Estep 
Score: -18950544.000000 Penalty: 3867.882324
	Iteration 136Q: 3 clusters Score -1.895054e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 144207 members 
Entering Unmasked Estep 
Score: -18950536.000000 Penalty: 3867.882324
	Iteration 137Q: 3 clusters Score -1.895054e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 144210 members 
Entering Unmasked Estep 
Score: -18950526.000000 Penalty: 3867.882324
	Iteration 138Q: 3 clusters Score -1.895053e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 144213 members 
Entering Unmasked Estep 
Score: -18950542.000000 Penalty: 3867.882324
	Iteration 139Q: 3 clusters Score -1.895054e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 144216 members 
Entering Unmasked Estep 
Score: -18950534.000000 Penalty: 3867.882324
	Iteration 140F: 3 clusters Score -1.895053e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 144218 members 
Entering Unmasked Estep 
Score: -18950532.000000 Penalty: 3867.882324
	Iteration 141Q: 3 clusters Score -1.895053e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 144220 members 
Entering Unmasked Estep 
Score: -18950528.000000 Penalty: 3867.882324
	Iteration 142Q: 3 clusters Score -1.895053e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 144220 members 
Entering Unmasked Estep 
Score: -18950528.000000 Penalty: 3867.882324
	Iteration 143F: 3 clusters Score -1.895053e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 1403 members 
Mstep: Class 3 contains 10242 members 
Mstep: Class 4 contains 1900 members 
Mstep: Class 5 contains 2607 members 
Mstep: Class 6 contains 1750 members 
Mstep: Class 7 contains 76497 members 
Mstep: Class 8 contains 11481 members 
Mstep: Class 9 contains 42763 members 
Mstep: Class 10 contains 12451 members 
Mstep: Class 11 contains 38382 members 
Mstep: Class 12 contains 56572 members 
Mstep: Class 13 contains 37378 members 
Mstep: Class 14 contains 7352 members 
Mstep: Class 15 contains 13789 members 
Mstep: Class 16 contains 31625 members 
Mstep: Class 17 contains 16803 members 
Mstep: Class 18 contains 14039 members 
Mstep: Class 19 contains 33735 members 
Mstep: Class 20 contains 1848 members 
Mstep: Class 21 contains 13837 members 
Mstep: Class 22 contains 435 members 
Mstep: Class 23 contains 24256 members 
Mstep: Class 24 contains 8708 members 
Mstep: Class 25 contains 37755 members 
Mstep: Class 26 contains 4948 members 
Mstep: Class 27 contains 28008 members 
Mstep: Class 28 contains 26387 members 
Mstep: Class 29 contains 22418 members 
Mstep: Class 30 contains 3220 members 
Mstep: Class 31 contains 25779 members 
Mstep: Class 32 contains 4357 members 
Mstep: Class 33 contains 3320 members 
Mstep: Class 34 contains 2320 members 
Mstep: Class 35 contains 4170 members 
Mstep: Class 36 contains 2410 members 
Mstep: Class 37 contains 2213 members 
Mstep: Class 38 contains 1537 members 
Mstep: Class 39 contains 917 members 
Mstep: Class 40 contains 22368 members 
Mstep: Class 41 contains 2311 members 
Mstep: Class 42 contains 5761 members 
Mstep: Class 43 contains 8603 members 
Mstep: Class 44 contains 5084 members 
Mstep: Class 45 contains 144220 members 
Entering Unmasked Estep 
Score: -100273208.000000 Penalty: 99580.367188
Splitting cluster 30 changes total score from -100269424.000000 to -100273208.000000
So it's getting split into cluster 45.
Entering ConstructFrom: 
Trying to split cluster 31 (25779 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25779 members 
Entering Unmasked Estep 
Score: -3249206.500000 Penalty: 1650.563721
	Iteration 0F: 2 clusters Score -3249206 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12930 members 
Mstep: Class 2 contains 12849 members 
Entering Unmasked Estep 
Score: -3231694.750000 Penalty: 3301.127441
	Iteration 0F: 3 clusters Score -3231695 nChanged 11730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13176 members 
Mstep: Class 2 contains 12603 members 
Entering Unmasked Estep 
Score: -3238301.500000 Penalty: 3301.127441
	Iteration 1F: 3 clusters Score -3238302 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13360 members 
Mstep: Class 2 contains 12419 members 
Entering Unmasked Estep 
Score: -3238872.000000 Penalty: 3301.127441
	Iteration 2Q: 3 clusters Score -3238872 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13634 members 
Mstep: Class 2 contains 12145 members 
Entering Unmasked Estep 
Score: -3239676.500000 Penalty: 3301.127441
	Iteration 3F: 3 clusters Score -3239676 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14053 members 
Mstep: Class 2 contains 11726 members 
Entering Unmasked Estep 
Score: -3240648.000000 Penalty: 3301.127441
	Iteration 4F: 3 clusters Score -3240648 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14791 members 
Mstep: Class 2 contains 10988 members 
Entering Unmasked Estep 
Score: -3241785.500000 Penalty: 3301.127441
	Iteration 5F: 3 clusters Score -3241786 nChanged 1776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15735 members 
Mstep: Class 2 contains 10044 members 
Entering Unmasked Estep 
Score: -3243045.500000 Penalty: 3301.127441
	Iteration 6F: 3 clusters Score -3243046 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16861 members 
Mstep: Class 2 contains 8918 members 
Entering Unmasked Estep 
Score: -3244581.500000 Penalty: 3301.127441
	Iteration 7F: 3 clusters Score -3244582 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17850 members 
Mstep: Class 2 contains 7929 members 
Entering Unmasked Estep 
Score: -3246005.000000 Penalty: 3301.127441
	Iteration 8F: 3 clusters Score -3246005 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18500 members 
Mstep: Class 2 contains 7279 members 
Entering Unmasked Estep 
Score: -3246938.500000 Penalty: 3301.127441
	Iteration 9Q: 3 clusters Score -3246938 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18916 members 
Mstep: Class 2 contains 6863 members 
Entering Unmasked Estep 
Score: -3247472.000000 Penalty: 3301.127441
	Iteration 10Q: 3 clusters Score -3247472 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19218 members 
Mstep: Class 2 contains 6561 members 
Entering Unmasked Estep 
Score: -3247786.250000 Penalty: 3301.127441
	Iteration 11Q: 3 clusters Score -3247786 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19459 members 
Mstep: Class 2 contains 6320 members 
Entering Unmasked Estep 
Score: -3247920.000000 Penalty: 3301.127441
	Iteration 12Q: 3 clusters Score -3247920 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19667 members 
Mstep: Class 2 contains 6112 members 
Entering Unmasked Estep 
Score: -3248020.500000 Penalty: 3301.127441
	Iteration 13Q: 3 clusters Score -3248020 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19831 members 
Mstep: Class 2 contains 5948 members 
Entering Unmasked Estep 
Score: -3248094.750000 Penalty: 3301.127441
	Iteration 14Q: 3 clusters Score -3248095 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19971 members 
Mstep: Class 2 contains 5808 members 
Entering Unmasked Estep 
Score: -3248156.000000 Penalty: 3301.127441
	Iteration 15Q: 3 clusters Score -3248156 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20089 members 
Mstep: Class 2 contains 5690 members 
Entering Unmasked Estep 
Score: -3248196.000000 Penalty: 3301.127441
	Iteration 16Q: 3 clusters Score -3248196 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20188 members 
Mstep: Class 2 contains 5591 members 
Entering Unmasked Estep 
Score: -3248221.250000 Penalty: 3301.127441
	Iteration 17Q: 3 clusters Score -3248221 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20274 members 
Mstep: Class 2 contains 5505 members 
Entering Unmasked Estep 
Score: -3248241.250000 Penalty: 3301.127441
	Iteration 18Q: 3 clusters Score -3248241 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20343 members 
Mstep: Class 2 contains 5436 members 
Entering Unmasked Estep 
Score: -3248253.250000 Penalty: 3301.127441
	Iteration 19Q: 3 clusters Score -3248253 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20402 members 
Mstep: Class 2 contains 5377 members 
Entering Unmasked Estep 
Score: -3248264.750000 Penalty: 3301.127441
	Iteration 20F: 3 clusters Score -3248265 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20449 members 
Mstep: Class 2 contains 5330 members 
Entering Unmasked Estep 
Score: -3248280.250000 Penalty: 3301.127441
	Iteration 21Q: 3 clusters Score -3248280 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20501 members 
Mstep: Class 2 contains 5278 members 
Entering Unmasked Estep 
Score: -3248293.750000 Penalty: 3301.127441
	Iteration 22Q: 3 clusters Score -3248294 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20545 members 
Mstep: Class 2 contains 5234 members 
Entering Unmasked Estep 
Score: -3248305.500000 Penalty: 3301.127441
	Iteration 23Q: 3 clusters Score -3248306 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20583 members 
Mstep: Class 2 contains 5196 members 
Entering Unmasked Estep 
Score: -3248312.250000 Penalty: 3301.127441
	Iteration 24Q: 3 clusters Score -3248312 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20631 members 
Mstep: Class 2 contains 5148 members 
Entering Unmasked Estep 
Score: -3248323.750000 Penalty: 3301.127441
	Iteration 25Q: 3 clusters Score -3248324 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20681 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -3248329.750000 Penalty: 3301.127441
	Iteration 26Q: 3 clusters Score -3248330 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20727 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -3248331.750000 Penalty: 3301.127441
	Iteration 27Q: 3 clusters Score -3248332 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20766 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -3248340.000000 Penalty: 3301.127441
	Iteration 28Q: 3 clusters Score -3248340 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20799 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -3248335.000000 Penalty: 3301.127441
	Iteration 29Q: 3 clusters Score -3248335 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20833 members 
Mstep: Class 2 contains 4946 members 
Entering Unmasked Estep 
Score: -3248347.750000 Penalty: 3301.127441
	Iteration 30Q: 3 clusters Score -3248348 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20873 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -3248357.500000 Penalty: 3301.127441
	Iteration 31Q: 3 clusters Score -3248358 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20909 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -3248354.750000 Penalty: 3301.127441
	Iteration 32Q: 3 clusters Score -3248355 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20933 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -3248354.500000 Penalty: 3301.127441
	Iteration 33Q: 3 clusters Score -3248354 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20951 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -3248357.250000 Penalty: 3301.127441
	Iteration 34Q: 3 clusters Score -3248357 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20970 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -3248355.500000 Penalty: 3301.127441
	Iteration 35Q: 3 clusters Score -3248356 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20990 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -3248364.750000 Penalty: 3301.127441
	Iteration 36Q: 3 clusters Score -3248365 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21009 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -3248363.000000 Penalty: 3301.127441
	Iteration 37Q: 3 clusters Score -3248363 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21026 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -3248367.250000 Penalty: 3301.127441
	Iteration 38Q: 3 clusters Score -3248367 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21041 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -3248374.750000 Penalty: 3301.127441
	Iteration 39Q: 3 clusters Score -3248375 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21057 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -3248372.000000 Penalty: 3301.127441
	Iteration 40F: 3 clusters Score -3248372 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21081 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -3248377.500000 Penalty: 3301.127441
	Iteration 41Q: 3 clusters Score -3248378 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21105 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -3248382.750000 Penalty: 3301.127441
	Iteration 42Q: 3 clusters Score -3248383 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21134 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -3248386.750000 Penalty: 3301.127441
	Iteration 43Q: 3 clusters Score -3248387 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21170 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -3248383.250000 Penalty: 3301.127441
	Iteration 44Q: 3 clusters Score -3248383 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21203 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -3248381.000000 Penalty: 3301.127441
	Iteration 45Q: 3 clusters Score -3248381 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21234 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -3248388.750000 Penalty: 3301.127441
	Iteration 46Q: 3 clusters Score -3248389 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21272 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -3248404.000000 Penalty: 3301.127441
	Iteration 47Q: 3 clusters Score -3248404 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21312 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -3248404.000000 Penalty: 3301.127441
	Iteration 48Q: 3 clusters Score -3248404 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21332 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -3248406.750000 Penalty: 3301.127441
	Iteration 49Q: 3 clusters Score -3248407 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21355 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -3248402.000000 Penalty: 3301.127441
	Iteration 50Q: 3 clusters Score -3248402 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21377 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -3248407.000000 Penalty: 3301.127441
	Iteration 51Q: 3 clusters Score -3248407 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21398 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -3248408.000000 Penalty: 3301.127441
	Iteration 52Q: 3 clusters Score -3248408 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21430 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -3248413.250000 Penalty: 3301.127441
	Iteration 53Q: 3 clusters Score -3248413 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21453 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -3248424.750000 Penalty: 3301.127441
	Iteration 54Q: 3 clusters Score -3248425 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21482 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -3248431.750000 Penalty: 3301.127441
	Iteration 55Q: 3 clusters Score -3248432 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21511 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -3248432.500000 Penalty: 3301.127441
	Iteration 56Q: 3 clusters Score -3248432 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21538 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -3248431.250000 Penalty: 3301.127441
	Iteration 57Q: 3 clusters Score -3248431 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21565 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -3248436.750000 Penalty: 3301.127441
	Iteration 58Q: 3 clusters Score -3248437 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21596 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -3248442.000000 Penalty: 3301.127441
	Iteration 59Q: 3 clusters Score -3248442 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21639 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -3248449.500000 Penalty: 3301.127441
	Iteration 60F: 3 clusters Score -3248450 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21687 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -3248457.000000 Penalty: 3301.127441
	Iteration 61Q: 3 clusters Score -3248457 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21742 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -3248468.500000 Penalty: 3301.127441
	Iteration 62Q: 3 clusters Score -3248468 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21803 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -3248485.750000 Penalty: 3301.127441
	Iteration 63Q: 3 clusters Score -3248486 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21880 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -3248500.500000 Penalty: 3301.127441
	Iteration 64Q: 3 clusters Score -3248500 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21951 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -3248525.000000 Penalty: 3301.127441
	Iteration 65Q: 3 clusters Score -3248525 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22028 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -3248538.500000 Penalty: 3301.127441
	Iteration 66Q: 3 clusters Score -3248538 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22104 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -3248558.500000 Penalty: 3301.127441
	Iteration 67Q: 3 clusters Score -3248558 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22170 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -3248572.000000 Penalty: 3301.127441
	Iteration 68Q: 3 clusters Score -3248572 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22232 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -3248589.000000 Penalty: 3301.127441
	Iteration 69Q: 3 clusters Score -3248589 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22284 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -3248594.000000 Penalty: 3301.127441
	Iteration 70Q: 3 clusters Score -3248594 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22339 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -3248610.250000 Penalty: 3301.127441
	Iteration 71Q: 3 clusters Score -3248610 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22392 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -3248615.750000 Penalty: 3301.127441
	Iteration 72Q: 3 clusters Score -3248616 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22449 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -3248638.500000 Penalty: 3301.127441
	Iteration 73Q: 3 clusters Score -3248638 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22492 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -3248644.750000 Penalty: 3301.127441
	Iteration 74Q: 3 clusters Score -3248645 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22528 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -3248642.250000 Penalty: 3301.127441
	Iteration 75Q: 3 clusters Score -3248642 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22564 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -3248644.000000 Penalty: 3301.127441
	Iteration 76Q: 3 clusters Score -3248644 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22604 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -3248643.500000 Penalty: 3301.127441
	Iteration 77Q: 3 clusters Score -3248644 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22631 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -3248649.000000 Penalty: 3301.127441
	Iteration 78Q: 3 clusters Score -3248649 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22666 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -3248648.750000 Penalty: 3301.127441
	Iteration 79Q: 3 clusters Score -3248649 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22695 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -3248660.500000 Penalty: 3301.127441
	Iteration 80F: 3 clusters Score -3248660 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22722 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -3248667.000000 Penalty: 3301.127441
	Iteration 81Q: 3 clusters Score -3248667 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22734 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -3248666.750000 Penalty: 3301.127441
	Iteration 82Q: 3 clusters Score -3248667 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22751 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -3248669.500000 Penalty: 3301.127441
	Iteration 83Q: 3 clusters Score -3248670 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22772 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -3248674.000000 Penalty: 3301.127441
	Iteration 84Q: 3 clusters Score -3248674 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22792 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -3248674.250000 Penalty: 3301.127441
	Iteration 85Q: 3 clusters Score -3248674 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22803 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -3248673.750000 Penalty: 3301.127441
	Iteration 86Q: 3 clusters Score -3248674 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22818 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -3248674.750000 Penalty: 3301.127441
	Iteration 87Q: 3 clusters Score -3248675 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22827 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -3248684.750000 Penalty: 3301.127441
	Iteration 88Q: 3 clusters Score -3248685 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22836 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -3248685.750000 Penalty: 3301.127441
	Iteration 89Q: 3 clusters Score -3248686 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22844 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -3248689.000000 Penalty: 3301.127441
	Iteration 90Q: 3 clusters Score -3248689 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22852 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -3248690.750000 Penalty: 3301.127441
	Iteration 91Q: 3 clusters Score -3248691 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22857 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -3248690.500000 Penalty: 3301.127441
	Iteration 92Q: 3 clusters Score -3248690 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22865 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -3248689.500000 Penalty: 3301.127441
	Iteration 93Q: 3 clusters Score -3248690 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22868 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -3248687.500000 Penalty: 3301.127441
	Iteration 94Q: 3 clusters Score -3248688 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22872 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -3248685.000000 Penalty: 3301.127441
	Iteration 95Q: 3 clusters Score -3248685 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22879 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -3248689.750000 Penalty: 3301.127441
	Iteration 96Q: 3 clusters Score -3248690 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22888 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -3248690.000000 Penalty: 3301.127441
	Iteration 97Q: 3 clusters Score -3248690 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22893 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -3248689.500000 Penalty: 3301.127441
	Iteration 98Q: 3 clusters Score -3248690 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22898 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -3248692.250000 Penalty: 3301.127441
	Iteration 99Q: 3 clusters Score -3248692 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22903 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -3248691.000000 Penalty: 3301.127441
	Iteration 100F: 3 clusters Score -3248691 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22909 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -3248690.000000 Penalty: 3301.127441
	Iteration 101Q: 3 clusters Score -3248690 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22917 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -3248684.250000 Penalty: 3301.127441
	Iteration 102Q: 3 clusters Score -3248684 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22925 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -3248684.500000 Penalty: 3301.127441
	Iteration 103Q: 3 clusters Score -3248684 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22928 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -3248684.000000 Penalty: 3301.127441
	Iteration 104Q: 3 clusters Score -3248684 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22933 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -3248681.250000 Penalty: 3301.127441
	Iteration 105Q: 3 clusters Score -3248681 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22939 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -3248688.750000 Penalty: 3301.127441
	Iteration 106Q: 3 clusters Score -3248689 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22941 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -3248688.500000 Penalty: 3301.127441
	Iteration 107Q: 3 clusters Score -3248688 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22941 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -3248688.500000 Penalty: 3301.127441
	Iteration 108F: 3 clusters Score -3248688 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (4357 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Entering Unmasked Estep 
Score: -546385.437500 Penalty: 1361.675171
	Iteration 0F: 2 clusters Score -546385.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -542809.125000 Penalty: 2723.350342
	Iteration 0F: 3 clusters Score -542809.1 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -544228.187500 Penalty: 2723.350342
	Iteration 1F: 3 clusters Score -544228.2 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -545001.875000 Penalty: 2723.350342
	Iteration 2F: 3 clusters Score -545001.9 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -545526.562500 Penalty: 2723.350342
	Iteration 3F: 3 clusters Score -545526.6 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -545913.125000 Penalty: 2723.350342
	Iteration 4F: 3 clusters Score -545913.1 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -546260.750000 Penalty: 2723.350342
	Iteration 5F: 3 clusters Score -546260.8 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -546485.875000 Penalty: 2723.350342
	Iteration 6F: 3 clusters Score -546485.9 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -546640.312500 Penalty: 2723.350342
	Iteration 7Q: 3 clusters Score -546640.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -546725.250000 Penalty: 2723.350342
	Iteration 8Q: 3 clusters Score -546725.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -546813.062500 Penalty: 2723.350342
	Iteration 9Q: 3 clusters Score -546813.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -546878.375000 Penalty: 2723.350342
	Iteration 10Q: 3 clusters Score -546878.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -546942.812500 Penalty: 2723.350342
	Iteration 11Q: 3 clusters Score -546942.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -546993.750000 Penalty: 2723.350342
	Iteration 12Q: 3 clusters Score -546993.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -547027.250000 Penalty: 2723.350342
	Iteration 13Q: 3 clusters Score -547027.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -547048.062500 Penalty: 2723.350342
	Iteration 14Q: 3 clusters Score -547048.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -547064.187500 Penalty: 2723.350342
	Iteration 15Q: 3 clusters Score -547064.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -547075.875000 Penalty: 2723.350342
	Iteration 16Q: 3 clusters Score -547075.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -547088.312500 Penalty: 2723.350342
	Iteration 17Q: 3 clusters Score -547088.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -547101.000000 Penalty: 2723.350342
	Iteration 18Q: 3 clusters Score -547101 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -547120.062500 Penalty: 2723.350342
	Iteration 19Q: 3 clusters Score -547120.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -547145.437500 Penalty: 2723.350342
	Iteration 20F: 3 clusters Score -547145.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -547167.625000 Penalty: 2723.350342
	Iteration 21Q: 3 clusters Score -547167.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -547189.375000 Penalty: 2723.350342
	Iteration 22Q: 3 clusters Score -547189.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -547211.937500 Penalty: 2723.350342
	Iteration 23Q: 3 clusters Score -547211.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -547229.687500 Penalty: 2723.350342
	Iteration 24Q: 3 clusters Score -547229.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -547234.437500 Penalty: 2723.350342
	Iteration 25Q: 3 clusters Score -547234.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -547237.750000 Penalty: 2723.350342
	Iteration 26Q: 3 clusters Score -547237.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -547237.812500 Penalty: 2723.350342
	Iteration 27Q: 3 clusters Score -547237.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -547237.812500 Penalty: 2723.350342
	Iteration 28F: 3 clusters Score -547237.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 1403 members 
Mstep: Class 3 contains 10242 members 
Mstep: Class 4 contains 1900 members 
Mstep: Class 5 contains 2607 members 
Mstep: Class 6 contains 1750 members 
Mstep: Class 7 contains 76497 members 
Mstep: Class 8 contains 11481 members 
Mstep: Class 9 contains 42763 members 
Mstep: Class 10 contains 12451 members 
Mstep: Class 11 contains 38382 members 
Mstep: Class 12 contains 56572 members 
Mstep: Class 13 contains 37378 members 
Mstep: Class 14 contains 7352 members 
Mstep: Class 15 contains 13789 members 
Mstep: Class 16 contains 31625 members 
Mstep: Class 17 contains 16803 members 
Mstep: Class 18 contains 14039 members 
Mstep: Class 19 contains 33735 members 
Mstep: Class 20 contains 1848 members 
Mstep: Class 21 contains 13837 members 
Mstep: Class 22 contains 435 members 
Mstep: Class 23 contains 24256 members 
Mstep: Class 24 contains 8708 members 
Mstep: Class 25 contains 37755 members 
Mstep: Class 26 contains 4948 members 
Mstep: Class 27 contains 28008 members 
Mstep: Class 28 contains 26387 members 
Mstep: Class 29 contains 22418 members 
Mstep: Class 30 contains 3220 members 
Mstep: Class 31 contains 25779 members 
Mstep: Class 32 contains 3966 members 
Mstep: Class 33 contains 3320 members 
Mstep: Class 34 contains 2320 members 
Mstep: Class 35 contains 4170 members 
Mstep: Class 36 contains 2410 members 
Mstep: Class 37 contains 2213 members 
Mstep: Class 38 contains 1537 members 
Mstep: Class 39 contains 917 members 
Mstep: Class 40 contains 22368 members 
Mstep: Class 41 contains 2311 members 
Mstep: Class 42 contains 5761 members 
Mstep: Class 43 contains 8603 members 
Mstep: Class 44 contains 5084 members 
Mstep: Class 45 contains 144220 members 
Mstep: Class 46 contains 391 members 
Entering Unmasked Estep 
Score: -100273336.000000 Penalty: 101793.265625
Splitting cluster 32 changes total score from -100269424.000000 to -100273336.000000
So it's getting split into cluster 46.
Entering ConstructFrom: 
Trying to split cluster 33 (3320 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Entering Unmasked Estep 
Score: -350834.812500 Penalty: 1317.504517
	Iteration 0F: 2 clusters Score -350834.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -347899.843750 Penalty: 2635.009033
	Iteration 0F: 3 clusters Score -347899.8 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -348845.375000 Penalty: 2635.009033
	Iteration 1F: 3 clusters Score -348845.4 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -349242.781250 Penalty: 2635.009033
	Iteration 2F: 3 clusters Score -349242.8 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -349519.625000 Penalty: 2635.009033
	Iteration 3F: 3 clusters Score -349519.6 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -349762.625000 Penalty: 2635.009033
	Iteration 4F: 3 clusters Score -349762.6 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -349956.031250 Penalty: 2635.009033
	Iteration 5F: 3 clusters Score -349956 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -350124.718750 Penalty: 2635.009033
	Iteration 6F: 3 clusters Score -350124.7 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -350306.625000 Penalty: 2635.009033
	Iteration 7Q: 3 clusters Score -350306.6 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -350460.250000 Penalty: 2635.009033
	Iteration 8Q: 3 clusters Score -350460.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -350558.312500 Penalty: 2635.009033
	Iteration 9Q: 3 clusters Score -350558.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -350606.000000 Penalty: 2635.009033
	Iteration 10Q: 3 clusters Score -350606 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -350648.125000 Penalty: 2635.009033
	Iteration 11Q: 3 clusters Score -350648.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -350682.531250 Penalty: 2635.009033
	Iteration 12Q: 3 clusters Score -350682.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -350715.343750 Penalty: 2635.009033
	Iteration 13Q: 3 clusters Score -350715.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -350737.375000 Penalty: 2635.009033
	Iteration 14Q: 3 clusters Score -350737.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -350755.250000 Penalty: 2635.009033
	Iteration 15Q: 3 clusters Score -350755.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -350767.906250 Penalty: 2635.009033
	Iteration 16Q: 3 clusters Score -350767.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -350775.875000 Penalty: 2635.009033
	Iteration 17Q: 3 clusters Score -350775.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -350783.843750 Penalty: 2635.009033
	Iteration 18Q: 3 clusters Score -350783.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -350788.937500 Penalty: 2635.009033
	Iteration 19Q: 3 clusters Score -350788.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -350793.093750 Penalty: 2635.009033
	Iteration 20F: 3 clusters Score -350793.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -350797.375000 Penalty: 2635.009033
	Iteration 21Q: 3 clusters Score -350797.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -350803.187500 Penalty: 2635.009033
	Iteration 22Q: 3 clusters Score -350803.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -350809.156250 Penalty: 2635.009033
	Iteration 23Q: 3 clusters Score -350809.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -350815.968750 Penalty: 2635.009033
	Iteration 24Q: 3 clusters Score -350816 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -350820.843750 Penalty: 2635.009033
	Iteration 25Q: 3 clusters Score -350820.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -350827.437500 Penalty: 2635.009033
	Iteration 26Q: 3 clusters Score -350827.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -350836.406250 Penalty: 2635.009033
	Iteration 27Q: 3 clusters Score -350836.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -350843.750000 Penalty: 2635.009033
	Iteration 28Q: 3 clusters Score -350843.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -350852.968750 Penalty: 2635.009033
	Iteration 29Q: 3 clusters Score -350853 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -350862.968750 Penalty: 2635.009033
	Iteration 30Q: 3 clusters Score -350863 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -350869.875000 Penalty: 2635.009033
	Iteration 31Q: 3 clusters Score -350869.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -350875.406250 Penalty: 2635.009033
	Iteration 32Q: 3 clusters Score -350875.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -350878.343750 Penalty: 2635.009033
	Iteration 33Q: 3 clusters Score -350878.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -350879.875000 Penalty: 2635.009033
	Iteration 34Q: 3 clusters Score -350879.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -350881.125000 Penalty: 2635.009033
	Iteration 35Q: 3 clusters Score -350881.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -350885.000000 Penalty: 2635.009033
	Iteration 36Q: 3 clusters Score -350885 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -350890.781250 Penalty: 2635.009033
	Iteration 37Q: 3 clusters Score -350890.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -350898.875000 Penalty: 2635.009033
	Iteration 38Q: 3 clusters Score -350898.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -350905.968750 Penalty: 2635.009033
	Iteration 39Q: 3 clusters Score -350906 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -350908.750000 Penalty: 2635.009033
	Iteration 40F: 3 clusters Score -350908.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -350918.062500 Penalty: 2635.009033
	Iteration 41Q: 3 clusters Score -350918.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -350922.906250 Penalty: 2635.009033
	Iteration 42Q: 3 clusters Score -350922.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -350923.656250 Penalty: 2635.009033
	Iteration 43Q: 3 clusters Score -350923.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -350924.312500 Penalty: 2635.009033
	Iteration 44Q: 3 clusters Score -350924.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -350925.343750 Penalty: 2635.009033
	Iteration 45Q: 3 clusters Score -350925.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -350925.656250 Penalty: 2635.009033
	Iteration 46Q: 3 clusters Score -350925.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -350926.125000 Penalty: 2635.009033
	Iteration 47Q: 3 clusters Score -350926.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -350926.125000 Penalty: 2635.009033
	Iteration 48Q: 3 clusters Score -350926.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -350926.312500 Penalty: 2635.009033
	Iteration 49Q: 3 clusters Score -350926.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -350926.312500 Penalty: 2635.009033
	Iteration 50F: 3 clusters Score -350926.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 1403 members 
Mstep: Class 3 contains 10242 members 
Mstep: Class 4 contains 1900 members 
Mstep: Class 5 contains 2607 members 
Mstep: Class 6 contains 1750 members 
Mstep: Class 7 contains 76497 members 
Mstep: Class 8 contains 11481 members 
Mstep: Class 9 contains 42763 members 
Mstep: Class 10 contains 12451 members 
Mstep: Class 11 contains 38382 members 
Mstep: Class 12 contains 56572 members 
Mstep: Class 13 contains 37378 members 
Mstep: Class 14 contains 7352 members 
Mstep: Class 15 contains 13789 members 
Mstep: Class 16 contains 31625 members 
Mstep: Class 17 contains 16803 members 
Mstep: Class 18 contains 14039 members 
Mstep: Class 19 contains 33735 members 
Mstep: Class 20 contains 1848 members 
Mstep: Class 21 contains 13837 members 
Mstep: Class 22 contains 435 members 
Mstep: Class 23 contains 24256 members 
Mstep: Class 24 contains 8708 members 
Mstep: Class 25 contains 37755 members 
Mstep: Class 26 contains 4948 members 
Mstep: Class 27 contains 28008 members 
Mstep: Class 28 contains 26387 members 
Mstep: Class 29 contains 22418 members 
Mstep: Class 30 contains 3220 members 
Mstep: Class 31 contains 25779 members 
Mstep: Class 32 contains 3966 members 
Mstep: Class 33 contains 1022 members 
Mstep: Class 34 contains 2320 members 
Mstep: Class 35 contains 4170 members 
Mstep: Class 36 contains 2410 members 
Mstep: Class 37 contains 2213 members 
Mstep: Class 38 contains 1537 members 
Mstep: Class 39 contains 917 members 
Mstep: Class 40 contains 22368 members 
Mstep: Class 41 contains 2311 members 
Mstep: Class 42 contains 5761 members 
Mstep: Class 43 contains 8603 members 
Mstep: Class 44 contains 5084 members 
Mstep: Class 45 contains 144220 members 
Mstep: Class 46 contains 391 members 
Mstep: Class 47 contains 2298 members 
Entering Unmasked Estep 
Score: -100272200.000000 Penalty: 104006.164062
Splitting cluster 33 changes total score from -100269424.000000 to -100272200.000000
So it's getting split into cluster 47.
Entering ConstructFrom: 
Trying to split cluster 34 (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: -280682.562500 Penalty: 1259.264893
	Iteration 0F: 2 clusters Score -280682.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -278400.562500 Penalty: 2518.529785
	Iteration 0F: 3 clusters Score -278400.6 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -279142.156250 Penalty: 2518.529785
	Iteration 1F: 3 clusters Score -279142.2 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -279455.000000 Penalty: 2518.529785
	Iteration 2F: 3 clusters Score -279455 nChanged 212
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: -279715.875000 Penalty: 2518.529785
	Iteration 3F: 3 clusters Score -279715.9 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -279922.656250 Penalty: 2518.529785
	Iteration 4F: 3 clusters Score -279922.7 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -280042.187500 Penalty: 2518.529785
	Iteration 5F: 3 clusters Score -280042.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -280105.906250 Penalty: 2518.529785
	Iteration 6Q: 3 clusters Score -280105.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -280144.937500 Penalty: 2518.529785
	Iteration 7Q: 3 clusters Score -280144.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -280168.593750 Penalty: 2518.529785
	Iteration 8Q: 3 clusters Score -280168.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -280180.187500 Penalty: 2518.529785
	Iteration 9Q: 3 clusters Score -280180.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -280185.312500 Penalty: 2518.529785
	Iteration 10Q: 3 clusters Score -280185.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -280188.593750 Penalty: 2518.529785
	Iteration 11Q: 3 clusters Score -280188.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -280190.406250 Penalty: 2518.529785
	Iteration 12Q: 3 clusters Score -280190.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -280190.750000 Penalty: 2518.529785
	Iteration 13Q: 3 clusters Score -280190.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -280191.125000 Penalty: 2518.529785
	Iteration 14Q: 3 clusters Score -280191.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -280191.937500 Penalty: 2518.529785
	Iteration 15Q: 3 clusters Score -280191.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -280192.031250 Penalty: 2518.529785
	Iteration 16Q: 3 clusters Score -280192 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -280192.718750 Penalty: 2518.529785
	Iteration 17Q: 3 clusters Score -280192.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -280193.062500 Penalty: 2518.529785
	Iteration 18Q: 3 clusters Score -280193.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -280193.781250 Penalty: 2518.529785
	Iteration 19Q: 3 clusters Score -280193.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -280195.562500 Penalty: 2518.529785
	Iteration 20F: 3 clusters Score -280195.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -280197.437500 Penalty: 2518.529785
	Iteration 21Q: 3 clusters Score -280197.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -280198.718750 Penalty: 2518.529785
	Iteration 22Q: 3 clusters Score -280198.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -280199.750000 Penalty: 2518.529785
	Iteration 23Q: 3 clusters Score -280199.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -280200.031250 Penalty: 2518.529785
	Iteration 24Q: 3 clusters Score -280200 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -280201.375000 Penalty: 2518.529785
	Iteration 25Q: 3 clusters Score -280201.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -280201.375000 Penalty: 2518.529785
	Iteration 26F: 3 clusters Score -280201.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 1403 members 
Mstep: Class 3 contains 10242 members 
Mstep: Class 4 contains 1900 members 
Mstep: Class 5 contains 2607 members 
Mstep: Class 6 contains 1750 members 
Mstep: Class 7 contains 76497 members 
Mstep: Class 8 contains 11481 members 
Mstep: Class 9 contains 42763 members 
Mstep: Class 10 contains 12451 members 
Mstep: Class 11 contains 38382 members 
Mstep: Class 12 contains 56572 members 
Mstep: Class 13 contains 37378 members 
Mstep: Class 14 contains 7352 members 
Mstep: Class 15 contains 13789 members 
Mstep: Class 16 contains 31625 members 
Mstep: Class 17 contains 16803 members 
Mstep: Class 18 contains 14039 members 
Mstep: Class 19 contains 33735 members 
Mstep: Class 20 contains 1848 members 
Mstep: Class 21 contains 13837 members 
Mstep: Class 22 contains 435 members 
Mstep: Class 23 contains 24256 members 
Mstep: Class 24 contains 8708 members 
Mstep: Class 25 contains 37755 members 
Mstep: Class 26 contains 4948 members 
Mstep: Class 27 contains 28008 members 
Mstep: Class 28 contains 26387 members 
Mstep: Class 29 contains 22418 members 
Mstep: Class 30 contains 3220 members 
Mstep: Class 31 contains 25779 members 
Mstep: Class 32 contains 3966 members 
Mstep: Class 33 contains 1022 members 
Mstep: Class 34 contains 2320 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100278064.000000 Penalty: 104006.164062
Iteration 79Q: 48 clusters Score -1.002781e+08 nChanged 11421
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 1527 members 
Mstep: Class 3 contains 10411 members 
Mstep: Class 4 contains 2079 members 
Mstep: Class 5 contains 2630 members 
Mstep: Class 6 contains 1831 members 
Mstep: Class 7 contains 76352 members 
Mstep: Class 8 contains 11777 members 
Mstep: Class 9 contains 42833 members 
Mstep: Class 10 contains 12518 members 
Mstep: Class 11 contains 38708 members 
Mstep: Class 12 contains 56037 members 
Mstep: Class 13 contains 37814 members 
Mstep: Class 14 contains 7326 members 
Mstep: Class 15 contains 13975 members 
Mstep: Class 16 contains 31727 members 
Mstep: Class 17 contains 16489 members 
Mstep: Class 18 contains 14077 members 
Mstep: Class 19 contains 33641 members 
Mstep: Class 20 contains 1841 members 
Mstep: Class 21 contains 13837 members 
Mstep: Class 22 contains 431 members 
Mstep: Class 23 contains 24169 members 
Mstep: Class 24 contains 8644 members 
Mstep: Class 25 contains 37718 members 
Mstep: Class 26 contains 5051 members 
Mstep: Class 27 contains 28287 members 
Mstep: Class 28 contains 26443 members 
Mstep: Class 29 contains 22439 members 
Mstep: Class 30 contains 3454 members 
Mstep: Class 31 contains 25799 members 
Mstep: Class 32 contains 4215 members 
Mstep: Class 33 contains 1246 members 
Mstep: Class 34 contains 2324 members 
Mstep: Class 35 contains 4054 members 
Mstep: Class 36 contains 2514 members 
Mstep: Class 37 contains 2203 members 
Mstep: Class 38 contains 1418 members 
Mstep: Class 39 contains 907 members 
Mstep: Class 40 contains 22192 members 
Mstep: Class 41 contains 2319 members 
Mstep: Class 42 contains 5527 members 
Mstep: Class 43 contains 8213 members 
Mstep: Class 44 contains 4946 members 
Mstep: Class 45 contains 143496 members 
Mstep: Class 46 contains 371 members 
Mstep: Class 47 contains 2163 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100284376.000000 Penalty: 104006.164062
Iteration 80F: 48 clusters Score -1.002844e+08 nChanged 9038
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 1637 members 
Mstep: Class 3 contains 10504 members 
Mstep: Class 4 contains 2170 members 
Mstep: Class 5 contains 2625 members 
Mstep: Class 6 contains 1876 members 
Mstep: Class 7 contains 76215 members 
Mstep: Class 8 contains 11610 members 
Mstep: Class 9 contains 42367 members 
Mstep: Class 10 contains 12578 members 
Mstep: Class 11 contains 39119 members 
Mstep: Class 12 contains 55476 members 
Mstep: Class 13 contains 37563 members 
Mstep: Class 14 contains 7055 members 
Mstep: Class 15 contains 13984 members 
Mstep: Class 16 contains 31706 members 
Mstep: Class 17 contains 16260 members 
Mstep: Class 18 contains 14053 members 
Mstep: Class 19 contains 33035 members 
Mstep: Class 20 contains 1852 members 
Mstep: Class 21 contains 13772 members 
Mstep: Class 22 contains 432 members 
Mstep: Class 23 contains 24204 members 
Mstep: Class 24 contains 8522 members 
Mstep: Class 25 contains 37659 members 
Mstep: Class 26 contains 5021 members 
Mstep: Class 27 contains 28543 members 
Mstep: Class 28 contains 26383 members 
Mstep: Class 29 contains 22114 members 
Mstep: Class 30 contains 3543 members 
Mstep: Class 31 contains 25717 members 
Mstep: Class 32 contains 4295 members 
Mstep: Class 33 contains 1346 members 
Mstep: Class 34 contains 2286 members 
Mstep: Class 35 contains 4244 members 
Mstep: Class 36 contains 2601 members 
Mstep: Class 37 contains 2385 members 
Mstep: Class 38 contains 1580 members 
Mstep: Class 39 contains 976 members 
Mstep: Class 40 contains 22253 members 
Mstep: Class 41 contains 2436 members 
Mstep: Class 42 contains 5534 members 
Mstep: Class 43 contains 8864 members 
Mstep: Class 44 contains 5230 members 
Mstep: Class 45 contains 143494 members 
Mstep: Class 46 contains 420 members 
Mstep: Class 47 contains 2363 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100286808.000000 Penalty: 104006.164062
Iteration 81Q: 48 clusters Score -1.002868e+08 nChanged 5916
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 1718 members 
Mstep: Class 3 contains 10635 members 
Mstep: Class 4 contains 2227 members 
Mstep: Class 5 contains 2629 members 
Mstep: Class 6 contains 1894 members 
Mstep: Class 7 contains 76142 members 
Mstep: Class 8 contains 11585 members 
Mstep: Class 9 contains 42041 members 
Mstep: Class 10 contains 12638 members 
Mstep: Class 11 contains 39486 members 
Mstep: Class 12 contains 54876 members 
Mstep: Class 13 contains 37375 members 
Mstep: Class 14 contains 6896 members 
Mstep: Class 15 contains 13922 members 
Mstep: Class 16 contains 31676 members 
Mstep: Class 17 contains 16125 members 
Mstep: Class 18 contains 14030 members 
Mstep: Class 19 contains 32626 members 
Mstep: Class 20 contains 1876 members 
Mstep: Class 21 contains 13734 members 
Mstep: Class 22 contains 433 members 
Mstep: Class 23 contains 24253 members 
Mstep: Class 24 contains 8469 members 
Mstep: Class 25 contains 37608 members 
Mstep: Class 26 contains 4997 members 
Mstep: Class 27 contains 28758 members 
Mstep: Class 28 contains 26330 members 
Mstep: Class 29 contains 21888 members 
Mstep: Class 30 contains 3600 members 
Mstep: Class 31 contains 25662 members 
Mstep: Class 32 contains 4348 members 
Mstep: Class 33 contains 1450 members 
Mstep: Class 34 contains 2276 members 
Mstep: Class 35 contains 4351 members 
Mstep: Class 36 contains 2676 members 
Mstep: Class 37 contains 2465 members 
Mstep: Class 38 contains 1688 members 
Mstep: Class 39 contains 1009 members 
Mstep: Class 40 contains 22271 members 
Mstep: Class 41 contains 2504 members 
Mstep: Class 42 contains 5479 members 
Mstep: Class 43 contains 9289 members 
Mstep: Class 44 contains 5417 members 
Mstep: Class 45 contains 143465 members 
Mstep: Class 46 contains 455 members 
Mstep: Class 47 contains 2513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100288632.000000 Penalty: 104006.164062
Iteration 82Q: 48 clusters Score -1.002886e+08 nChanged 4773
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 1807 members 
Mstep: Class 3 contains 10767 members 
Mstep: Class 4 contains 2254 members 
Mstep: Class 5 contains 2625 members 
Mstep: Class 6 contains 1908 members 
Mstep: Class 7 contains 76038 members 
Mstep: Class 8 contains 11623 members 
Mstep: Class 9 contains 41774 members 
Mstep: Class 10 contains 12698 members 
Mstep: Class 11 contains 39815 members 
Mstep: Class 12 contains 54284 members 
Mstep: Class 13 contains 37189 members 
Mstep: Class 14 contains 6771 members 
Mstep: Class 15 contains 13849 members 
Mstep: Class 16 contains 31648 members 
Mstep: Class 17 contains 16035 members 
Mstep: Class 18 contains 14023 members 
Mstep: Class 19 contains 32374 members 
Mstep: Class 20 contains 1895 members 
Mstep: Class 21 contains 13710 members 
Mstep: Class 22 contains 433 members 
Mstep: Class 23 contains 24290 members 
Mstep: Class 24 contains 8432 members 
Mstep: Class 25 contains 37588 members 
Mstep: Class 26 contains 5010 members 
Mstep: Class 27 contains 28975 members 
Mstep: Class 28 contains 26256 members 
Mstep: Class 29 contains 21730 members 
Mstep: Class 30 contains 3633 members 
Mstep: Class 31 contains 25604 members 
Mstep: Class 32 contains 4413 members 
Mstep: Class 33 contains 1528 members 
Mstep: Class 34 contains 2275 members 
Mstep: Class 35 contains 4443 members 
Mstep: Class 36 contains 2749 members 
Mstep: Class 37 contains 2531 members 
Mstep: Class 38 contains 1755 members 
Mstep: Class 39 contains 1029 members 
Mstep: Class 40 contains 22263 members 
Mstep: Class 41 contains 2548 members 
Mstep: Class 42 contains 5428 members 
Mstep: Class 43 contains 9593 members 
Mstep: Class 44 contains 5563 members 
Mstep: Class 45 contains 143447 members 
Mstep: Class 46 contains 464 members 
Mstep: Class 47 contains 2627 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100289656.000000 Penalty: 104006.164062
Iteration 83Q: 48 clusters Score -1.002897e+08 nChanged 4055
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 1891 members 
Mstep: Class 3 contains 10911 members 
Mstep: Class 4 contains 2279 members 
Mstep: Class 5 contains 2633 members 
Mstep: Class 6 contains 1930 members 
Mstep: Class 7 contains 75969 members 
Mstep: Class 8 contains 11635 members 
Mstep: Class 9 contains 41534 members 
Mstep: Class 10 contains 12773 members 
Mstep: Class 11 contains 40110 members 
Mstep: Class 12 contains 53742 members 
Mstep: Class 13 contains 37052 members 
Mstep: Class 14 contains 6675 members 
Mstep: Class 15 contains 13790 members 
Mstep: Class 16 contains 31616 members 
Mstep: Class 17 contains 15961 members 
Mstep: Class 18 contains 14032 members 
Mstep: Class 19 contains 32151 members 
Mstep: Class 20 contains 1909 members 
Mstep: Class 21 contains 13690 members 
Mstep: Class 22 contains 432 members 
Mstep: Class 23 contains 24304 members 
Mstep: Class 24 contains 8406 members 
Mstep: Class 25 contains 37575 members 
Mstep: Class 26 contains 5031 members 
Mstep: Class 27 contains 29161 members 
Mstep: Class 28 contains 26201 members 
Mstep: Class 29 contains 21575 members 
Mstep: Class 30 contains 3664 members 
Mstep: Class 31 contains 25505 members 
Mstep: Class 32 contains 4458 members 
Mstep: Class 33 contains 1601 members 
Mstep: Class 34 contains 2274 members 
Mstep: Class 35 contains 4516 members 
Mstep: Class 36 contains 2783 members 
Mstep: Class 37 contains 2582 members 
Mstep: Class 38 contains 1801 members 
Mstep: Class 39 contains 1035 members 
Mstep: Class 40 contains 22266 members 
Mstep: Class 41 contains 2591 members 
Mstep: Class 42 contains 5390 members 
Mstep: Class 43 contains 9802 members 
Mstep: Class 44 contains 5701 members 
Mstep: Class 45 contains 143469 members 
Mstep: Class 46 contains 467 members 
Mstep: Class 47 contains 2733 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100290344.000000 Penalty: 104006.164062
Iteration 84Q: 48 clusters Score -1.002903e+08 nChanged 3480
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 1952 members 
Mstep: Class 3 contains 11078 members 
Mstep: Class 4 contains 2292 members 
Mstep: Class 5 contains 2635 members 
Mstep: Class 6 contains 1942 members 
Mstep: Class 7 contains 75896 members 
Mstep: Class 8 contains 11655 members 
Mstep: Class 9 contains 41316 members 
Mstep: Class 10 contains 12850 members 
Mstep: Class 11 contains 40370 members 
Mstep: Class 12 contains 53254 members 
Mstep: Class 13 contains 36947 members 
Mstep: Class 14 contains 6598 members 
Mstep: Class 15 contains 13737 members 
Mstep: Class 16 contains 31601 members 
Mstep: Class 17 contains 15895 members 
Mstep: Class 18 contains 14031 members 
Mstep: Class 19 contains 31927 members 
Mstep: Class 20 contains 1916 members 
Mstep: Class 21 contains 13674 members 
Mstep: Class 22 contains 432 members 
Mstep: Class 23 contains 24326 members 
Mstep: Class 24 contains 8399 members 
Mstep: Class 25 contains 37587 members 
Mstep: Class 26 contains 5046 members 
Mstep: Class 27 contains 29346 members 
Mstep: Class 28 contains 26160 members 
Mstep: Class 29 contains 21441 members 
Mstep: Class 30 contains 3695 members 
Mstep: Class 31 contains 25430 members 
Mstep: Class 32 contains 4509 members 
Mstep: Class 33 contains 1665 members 
Mstep: Class 34 contains 2275 members 
Mstep: Class 35 contains 4565 members 
Mstep: Class 36 contains 2805 members 
Mstep: Class 37 contains 2628 members 
Mstep: Class 38 contains 1840 members 
Mstep: Class 39 contains 1041 members 
Mstep: Class 40 contains 22264 members 
Mstep: Class 41 contains 2628 members 
Mstep: Class 42 contains 5343 members 
Mstep: Class 43 contains 9973 members 
Mstep: Class 44 contains 5799 members 
Mstep: Class 45 contains 143458 members 
Mstep: Class 46 contains 472 members 
Mstep: Class 47 contains 2832 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100290624.000000 Penalty: 104006.164062
Iteration 85Q: 48 clusters Score -1.002906e+08 nChanged 3156
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 2004 members 
Mstep: Class 3 contains 11243 members 
Mstep: Class 4 contains 2299 members 
Mstep: Class 5 contains 2640 members 
Mstep: Class 6 contains 1954 members 
Mstep: Class 7 contains 75851 members 
Mstep: Class 8 contains 11683 members 
Mstep: Class 9 contains 41145 members 
Mstep: Class 10 contains 12931 members 
Mstep: Class 11 contains 40561 members 
Mstep: Class 12 contains 52829 members 
Mstep: Class 13 contains 36848 members 
Mstep: Class 14 contains 6520 members 
Mstep: Class 15 contains 13704 members 
Mstep: Class 16 contains 31592 members 
Mstep: Class 17 contains 15855 members 
Mstep: Class 18 contains 14028 members 
Mstep: Class 19 contains 31681 members 
Mstep: Class 20 contains 1925 members 
Mstep: Class 21 contains 13661 members 
Mstep: Class 22 contains 433 members 
Mstep: Class 23 contains 24341 members 
Mstep: Class 24 contains 8392 members 
Mstep: Class 25 contains 37587 members 
Mstep: Class 26 contains 5046 members 
Mstep: Class 27 contains 29512 members 
Mstep: Class 28 contains 26130 members 
Mstep: Class 29 contains 21318 members 
Mstep: Class 30 contains 3725 members 
Mstep: Class 31 contains 25343 members 
Mstep: Class 32 contains 4559 members 
Mstep: Class 33 contains 1741 members 
Mstep: Class 34 contains 2273 members 
Mstep: Class 35 contains 4620 members 
Mstep: Class 36 contains 2825 members 
Mstep: Class 37 contains 2673 members 
Mstep: Class 38 contains 1869 members 
Mstep: Class 39 contains 1046 members 
Mstep: Class 40 contains 22256 members 
Mstep: Class 41 contains 2653 members 
Mstep: Class 42 contains 5304 members 
Mstep: Class 43 contains 10128 members 
Mstep: Class 44 contains 5875 members 
Mstep: Class 45 contains 143443 members 
Mstep: Class 46 contains 478 members 
Mstep: Class 47 contains 2923 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100291024.000000 Penalty: 104006.164062
Iteration 86Q: 48 clusters Score -1.00291e+08 nChanged 2899
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 2053 members 
Mstep: Class 3 contains 11385 members 
Mstep: Class 4 contains 2307 members 
Mstep: Class 5 contains 2641 members 
Mstep: Class 6 contains 1962 members 
Mstep: Class 7 contains 75823 members 
Mstep: Class 8 contains 11700 members 
Mstep: Class 9 contains 41005 members 
Mstep: Class 10 contains 13019 members 
Mstep: Class 11 contains 40709 members 
Mstep: Class 12 contains 52438 members 
Mstep: Class 13 contains 36781 members 
Mstep: Class 14 contains 6451 members 
Mstep: Class 15 contains 13664 members 
Mstep: Class 16 contains 31588 members 
Mstep: Class 17 contains 15813 members 
Mstep: Class 18 contains 14031 members 
Mstep: Class 19 contains 31439 members 
Mstep: Class 20 contains 1935 members 
Mstep: Class 21 contains 13645 members 
Mstep: Class 22 contains 433 members 
Mstep: Class 23 contains 24381 members 
Mstep: Class 24 contains 8386 members 
Mstep: Class 25 contains 37594 members 
Mstep: Class 26 contains 5057 members 
Mstep: Class 27 contains 29679 members 
Mstep: Class 28 contains 26110 members 
Mstep: Class 29 contains 21206 members 
Mstep: Class 30 contains 3753 members 
Mstep: Class 31 contains 25233 members 
Mstep: Class 32 contains 4612 members 
Mstep: Class 33 contains 1817 members 
Mstep: Class 34 contains 2272 members 
Mstep: Class 35 contains 4659 members 
Mstep: Class 36 contains 2840 members 
Mstep: Class 37 contains 2712 members 
Mstep: Class 38 contains 1895 members 
Mstep: Class 39 contains 1050 members 
Mstep: Class 40 contains 22254 members 
Mstep: Class 41 contains 2679 members 
Mstep: Class 42 contains 5270 members 
Mstep: Class 43 contains 10267 members 
Mstep: Class 44 contains 5933 members 
Mstep: Class 45 contains 143411 members 
Mstep: Class 46 contains 478 members 
Mstep: Class 47 contains 3013 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100291496.000000 Penalty: 104006.164062
Iteration 87Q: 48 clusters Score -1.002915e+08 nChanged 2569
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 2099 members 
Mstep: Class 3 contains 11512 members 
Mstep: Class 4 contains 2310 members 
Mstep: Class 5 contains 2645 members 
Mstep: Class 6 contains 1967 members 
Mstep: Class 7 contains 75777 members 
Mstep: Class 8 contains 11717 members 
Mstep: Class 9 contains 40935 members 
Mstep: Class 10 contains 13110 members 
Mstep: Class 11 contains 40820 members 
Mstep: Class 12 contains 52107 members 
Mstep: Class 13 contains 36664 members 
Mstep: Class 14 contains 6400 members 
Mstep: Class 15 contains 13624 members 
Mstep: Class 16 contains 31576 members 
Mstep: Class 17 contains 15771 members 
Mstep: Class 18 contains 14037 members 
Mstep: Class 19 contains 31233 members 
Mstep: Class 20 contains 1946 members 
Mstep: Class 21 contains 13632 members 
Mstep: Class 22 contains 433 members 
Mstep: Class 23 contains 24436 members 
Mstep: Class 24 contains 8386 members 
Mstep: Class 25 contains 37603 members 
Mstep: Class 26 contains 5054 members 
Mstep: Class 27 contains 29870 members 
Mstep: Class 28 contains 26072 members 
Mstep: Class 29 contains 21092 members 
Mstep: Class 30 contains 3775 members 
Mstep: Class 31 contains 25114 members 
Mstep: Class 32 contains 4648 members 
Mstep: Class 33 contains 1904 members 
Mstep: Class 34 contains 2269 members 
Mstep: Class 35 contains 4696 members 
Mstep: Class 36 contains 2870 members 
Mstep: Class 37 contains 2751 members 
Mstep: Class 38 contains 1921 members 
Mstep: Class 39 contains 1051 members 
Mstep: Class 40 contains 22241 members 
Mstep: Class 41 contains 2709 members 
Mstep: Class 42 contains 5229 members 
Mstep: Class 43 contains 10366 members 
Mstep: Class 44 contains 5975 members 
Mstep: Class 45 contains 143391 members 
Mstep: Class 46 contains 478 members 
Mstep: Class 47 contains 3094 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100291736.000000 Penalty: 104006.164062
Iteration 88Q: 48 clusters Score -1.002917e+08 nChanged 2465
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 2141 members 
Mstep: Class 3 contains 11608 members 
Mstep: Class 4 contains 2314 members 
Mstep: Class 5 contains 2647 members 
Mstep: Class 6 contains 1968 members 
Mstep: Class 7 contains 75740 members 
Mstep: Class 8 contains 11730 members 
Mstep: Class 9 contains 40864 members 
Mstep: Class 10 contains 13185 members 
Mstep: Class 11 contains 40925 members 
Mstep: Class 12 contains 51784 members 
Mstep: Class 13 contains 36554 members 
Mstep: Class 14 contains 6351 members 
Mstep: Class 15 contains 13596 members 
Mstep: Class 16 contains 31561 members 
Mstep: Class 17 contains 15724 members 
Mstep: Class 18 contains 14042 members 
Mstep: Class 19 contains 31072 members 
Mstep: Class 20 contains 1955 members 
Mstep: Class 21 contains 13617 members 
Mstep: Class 22 contains 433 members 
Mstep: Class 23 contains 24494 members 
Mstep: Class 24 contains 8387 members 
Mstep: Class 25 contains 37606 members 
Mstep: Class 26 contains 5073 members 
Mstep: Class 27 contains 30060 members 
Mstep: Class 28 contains 26035 members 
Mstep: Class 29 contains 20979 members 
Mstep: Class 30 contains 3791 members 
Mstep: Class 31 contains 24989 members 
Mstep: Class 32 contains 4688 members 
Mstep: Class 33 contains 1968 members 
Mstep: Class 34 contains 2273 members 
Mstep: Class 35 contains 4724 members 
Mstep: Class 36 contains 2902 members 
Mstep: Class 37 contains 2780 members 
Mstep: Class 38 contains 1946 members 
Mstep: Class 39 contains 1051 members 
Mstep: Class 40 contains 22240 members 
Mstep: Class 41 contains 2745 members 
Mstep: Class 42 contains 5186 members 
Mstep: Class 43 contains 10463 members 
Mstep: Class 44 contains 6015 members 
Mstep: Class 45 contains 143377 members 
Mstep: Class 46 contains 478 members 
Mstep: Class 47 contains 3175 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100291792.000000 Penalty: 104006.164062
Iteration 89Q: 48 clusters Score -1.002918e+08 nChanged 2401
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 2177 members 
Mstep: Class 3 contains 11725 members 
Mstep: Class 4 contains 2315 members 
Mstep: Class 5 contains 2653 members 
Mstep: Class 6 contains 1970 members 
Mstep: Class 7 contains 75713 members 
Mstep: Class 8 contains 11738 members 
Mstep: Class 9 contains 40826 members 
Mstep: Class 10 contains 13269 members 
Mstep: Class 11 contains 41009 members 
Mstep: Class 12 contains 51474 members 
Mstep: Class 13 contains 36475 members 
Mstep: Class 14 contains 6313 members 
Mstep: Class 15 contains 13561 members 
Mstep: Class 16 contains 31551 members 
Mstep: Class 17 contains 15679 members 
Mstep: Class 18 contains 14049 members 
Mstep: Class 19 contains 30908 members 
Mstep: Class 20 contains 1961 members 
Mstep: Class 21 contains 13606 members 
Mstep: Class 22 contains 433 members 
Mstep: Class 23 contains 24555 members 
Mstep: Class 24 contains 8384 members 
Mstep: Class 25 contains 37611 members 
Mstep: Class 26 contains 5082 members 
Mstep: Class 27 contains 30235 members 
Mstep: Class 28 contains 25992 members 
Mstep: Class 29 contains 20871 members 
Mstep: Class 30 contains 3803 members 
Mstep: Class 31 contains 24838 members 
Mstep: Class 32 contains 4722 members 
Mstep: Class 33 contains 2023 members 
Mstep: Class 34 contains 2270 members 
Mstep: Class 35 contains 4744 members 
Mstep: Class 36 contains 2929 members 
Mstep: Class 37 contains 2798 members 
Mstep: Class 38 contains 1966 members 
Mstep: Class 39 contains 1051 members 
Mstep: Class 40 contains 22236 members 
Mstep: Class 41 contains 2777 members 
Mstep: Class 42 contains 5153 members 
Mstep: Class 43 contains 10571 members 
Mstep: Class 44 contains 6046 members 
Mstep: Class 45 contains 143357 members 
Mstep: Class 46 contains 478 members 
Mstep: Class 47 contains 3266 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100292280.000000 Penalty: 104006.164062
Iteration 90Q: 48 clusters Score -1.002923e+08 nChanged 2274
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 2207 members 
Mstep: Class 3 contains 11819 members 
Mstep: Class 4 contains 2314 members 
Mstep: Class 5 contains 2657 members 
Mstep: Class 6 contains 1970 members 
Mstep: Class 7 contains 75682 members 
Mstep: Class 8 contains 11753 members 
Mstep: Class 9 contains 40799 members 
Mstep: Class 10 contains 13353 members 
Mstep: Class 11 contains 41084 members 
Mstep: Class 12 contains 51166 members 
Mstep: Class 13 contains 36398 members 
Mstep: Class 14 contains 6280 members 
Mstep: Class 15 contains 13525 members 
Mstep: Class 16 contains 31546 members 
Mstep: Class 17 contains 15643 members 
Mstep: Class 18 contains 14057 members 
Mstep: Class 19 contains 30771 members 
Mstep: Class 20 contains 1967 members 
Mstep: Class 21 contains 13593 members 
Mstep: Class 22 contains 433 members 
Mstep: Class 23 contains 24597 members 
Mstep: Class 24 contains 8384 members 
Mstep: Class 25 contains 37603 members 
Mstep: Class 26 contains 5098 members 
Mstep: Class 27 contains 30383 members 
Mstep: Class 28 contains 25963 members 
Mstep: Class 29 contains 20788 members 
Mstep: Class 30 contains 3816 members 
Mstep: Class 31 contains 24689 members 
Mstep: Class 32 contains 4757 members 
Mstep: Class 33 contains 2087 members 
Mstep: Class 34 contains 2272 members 
Mstep: Class 35 contains 4756 members 
Mstep: Class 36 contains 2945 members 
Mstep: Class 37 contains 2806 members 
Mstep: Class 38 contains 1984 members 
Mstep: Class 39 contains 1051 members 
Mstep: Class 40 contains 22235 members 
Mstep: Class 41 contains 2806 members 
Mstep: Class 42 contains 5137 members 
Mstep: Class 43 contains 10680 members 
Mstep: Class 44 contains 6067 members 
Mstep: Class 45 contains 143350 members 
Mstep: Class 46 contains 478 members 
Mstep: Class 47 contains 3330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100292648.000000 Penalty: 104006.164062
Iteration 91Q: 48 clusters Score -1.002926e+08 nChanged 2136
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 2230 members 
Mstep: Class 3 contains 11923 members 
Mstep: Class 4 contains 2317 members 
Mstep: Class 5 contains 2661 members 
Mstep: Class 6 contains 1971 members 
Mstep: Class 7 contains 75671 members 
Mstep: Class 8 contains 11745 members 
Mstep: Class 9 contains 40795 members 
Mstep: Class 10 contains 13454 members 
Mstep: Class 11 contains 41142 members 
Mstep: Class 12 contains 50916 members 
Mstep: Class 13 contains 36297 members 
Mstep: Class 14 contains 6249 members 
Mstep: Class 15 contains 13493 members 
Mstep: Class 16 contains 31534 members 
Mstep: Class 17 contains 15617 members 
Mstep: Class 18 contains 14058 members 
Mstep: Class 19 contains 30624 members 
Mstep: Class 20 contains 1968 members 
Mstep: Class 21 contains 13584 members 
Mstep: Class 22 contains 433 members 
Mstep: Class 23 contains 24660 members 
Mstep: Class 24 contains 8382 members 
Mstep: Class 25 contains 37605 members 
Mstep: Class 26 contains 5096 members 
Mstep: Class 27 contains 30524 members 
Mstep: Class 28 contains 25917 members 
Mstep: Class 29 contains 20691 members 
Mstep: Class 30 contains 3821 members 
Mstep: Class 31 contains 24501 members 
Mstep: Class 32 contains 4788 members 
Mstep: Class 33 contains 2163 members 
Mstep: Class 34 contains 2277 members 
Mstep: Class 35 contains 4766 members 
Mstep: Class 36 contains 2961 members 
Mstep: Class 37 contains 2806 members 
Mstep: Class 38 contains 2002 members 
Mstep: Class 39 contains 1049 members 
Mstep: Class 40 contains 22233 members 
Mstep: Class 41 contains 2823 members 
Mstep: Class 42 contains 5133 members 
Mstep: Class 43 contains 10809 members 
Mstep: Class 44 contains 6089 members 
Mstep: Class 45 contains 143350 members 
Mstep: Class 46 contains 478 members 
Mstep: Class 47 contains 3384 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100293160.000000 Penalty: 104006.164062
Iteration 92Q: 48 clusters Score -1.002932e+08 nChanged 2030
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 2260 members 
Mstep: Class 3 contains 12021 members 
Mstep: Class 4 contains 2318 members 
Mstep: Class 5 contains 2663 members 
Mstep: Class 6 contains 1971 members 
Mstep: Class 7 contains 75633 members 
Mstep: Class 8 contains 11750 members 
Mstep: Class 9 contains 40825 members 
Mstep: Class 10 contains 13556 members 
Mstep: Class 11 contains 41205 members 
Mstep: Class 12 contains 50681 members 
Mstep: Class 13 contains 36201 members 
Mstep: Class 14 contains 6228 members 
Mstep: Class 15 contains 13460 members 
Mstep: Class 16 contains 31519 members 
Mstep: Class 17 contains 15590 members 
Mstep: Class 18 contains 14063 members 
Mstep: Class 19 contains 30466 members 
Mstep: Class 20 contains 1968 members 
Mstep: Class 21 contains 13579 members 
Mstep: Class 22 contains 433 members 
Mstep: Class 23 contains 24719 members 
Mstep: Class 24 contains 8381 members 
Mstep: Class 25 contains 37610 members 
Mstep: Class 26 contains 5093 members 
Mstep: Class 27 contains 30665 members 
Mstep: Class 28 contains 25877 members 
Mstep: Class 29 contains 20618 members 
Mstep: Class 30 contains 3828 members 
Mstep: Class 31 contains 24318 members 
Mstep: Class 32 contains 4807 members 
Mstep: Class 33 contains 2232 members 
Mstep: Class 34 contains 2279 members 
Mstep: Class 35 contains 4773 members 
Mstep: Class 36 contains 2969 members 
Mstep: Class 37 contains 2809 members 
Mstep: Class 38 contains 2015 members 
Mstep: Class 39 contains 1048 members 
Mstep: Class 40 contains 22228 members 
Mstep: Class 41 contains 2841 members 
Mstep: Class 42 contains 5123 members 
Mstep: Class 43 contains 10910 members 
Mstep: Class 44 contains 6106 members 
Mstep: Class 45 contains 143342 members 
Mstep: Class 46 contains 478 members 
Mstep: Class 47 contains 3446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100293424.000000 Penalty: 104006.164062
Iteration 93Q: 48 clusters Score -1.002934e+08 nChanged 2066
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 2286 members 
Mstep: Class 3 contains 12109 members 
Mstep: Class 4 contains 2321 members 
Mstep: Class 5 contains 2666 members 
Mstep: Class 6 contains 1970 members 
Mstep: Class 7 contains 75592 members 
Mstep: Class 8 contains 11748 members 
Mstep: Class 9 contains 40885 members 
Mstep: Class 10 contains 13646 members 
Mstep: Class 11 contains 41269 members 
Mstep: Class 12 contains 50461 members 
Mstep: Class 13 contains 36102 members 
Mstep: Class 14 contains 6201 members 
Mstep: Class 15 contains 13439 members 
Mstep: Class 16 contains 31515 members 
Mstep: Class 17 contains 15563 members 
Mstep: Class 18 contains 14069 members 
Mstep: Class 19 contains 30315 members 
Mstep: Class 20 contains 1969 members 
Mstep: Class 21 contains 13576 members 
Mstep: Class 22 contains 433 members 
Mstep: Class 23 contains 24769 members 
Mstep: Class 24 contains 8380 members 
Mstep: Class 25 contains 37619 members 
Mstep: Class 26 contains 5080 members 
Mstep: Class 27 contains 30812 members 
Mstep: Class 28 contains 25815 members 
Mstep: Class 29 contains 20551 members 
Mstep: Class 30 contains 3832 members 
Mstep: Class 31 contains 24111 members 
Mstep: Class 32 contains 4829 members 
Mstep: Class 33 contains 2305 members 
Mstep: Class 34 contains 2286 members 
Mstep: Class 35 contains 4777 members 
Mstep: Class 36 contains 2984 members 
Mstep: Class 37 contains 2815 members 
Mstep: Class 38 contains 2023 members 
Mstep: Class 39 contains 1047 members 
Mstep: Class 40 contains 22222 members 
Mstep: Class 41 contains 2853 members 
Mstep: Class 42 contains 5114 members 
Mstep: Class 43 contains 10998 members 
Mstep: Class 44 contains 6128 members 
Mstep: Class 45 contains 143329 members 
Mstep: Class 46 contains 478 members 
Mstep: Class 47 contains 3510 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100293736.000000 Penalty: 104006.164062
Iteration 94Q: 48 clusters Score -1.002937e+08 nChanged 2037
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 2316 members 
Mstep: Class 3 contains 12192 members 
Mstep: Class 4 contains 2320 members 
Mstep: Class 5 contains 2669 members 
Mstep: Class 6 contains 1971 members 
Mstep: Class 7 contains 75545 members 
Mstep: Class 8 contains 11740 members 
Mstep: Class 9 contains 40962 members 
Mstep: Class 10 contains 13760 members 
Mstep: Class 11 contains 41334 members 
Mstep: Class 12 contains 50233 members 
Mstep: Class 13 contains 36000 members 
Mstep: Class 14 contains 6170 members 
Mstep: Class 15 contains 13406 members 
Mstep: Class 16 contains 31508 members 
Mstep: Class 17 contains 15546 members 
Mstep: Class 18 contains 14068 members 
Mstep: Class 19 contains 30147 members 
Mstep: Class 20 contains 1970 members 
Mstep: Class 21 contains 13570 members 
Mstep: Class 22 contains 433 members 
Mstep: Class 23 contains 24824 members 
Mstep: Class 24 contains 8378 members 
Mstep: Class 25 contains 37621 members 
Mstep: Class 26 contains 5074 members 
Mstep: Class 27 contains 30950 members 
Mstep: Class 28 contains 25784 members 
Mstep: Class 29 contains 20481 members 
Mstep: Class 30 contains 3840 members 
Mstep: Class 31 contains 23901 members 
Mstep: Class 32 contains 4844 members 
Mstep: Class 33 contains 2367 members 
Mstep: Class 34 contains 2289 members 
Mstep: Class 35 contains 4796 members 
Mstep: Class 36 contains 2992 members 
Mstep: Class 37 contains 2816 members 
Mstep: Class 38 contains 2036 members 
Mstep: Class 39 contains 1047 members 
Mstep: Class 40 contains 22220 members 
Mstep: Class 41 contains 2869 members 
Mstep: Class 42 contains 5103 members 
Mstep: Class 43 contains 11098 members 
Mstep: Class 44 contains 6158 members 
Mstep: Class 45 contains 143337 members 
Mstep: Class 46 contains 478 members 
Mstep: Class 47 contains 3553 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100294296.000000 Penalty: 104006.164062
Iteration 95Q: 48 clusters Score -1.002943e+08 nChanged 2036
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 2352 members 
Mstep: Class 3 contains 12262 members 
Mstep: Class 4 contains 2320 members 
Mstep: Class 5 contains 2674 members 
Mstep: Class 6 contains 1972 members 
Mstep: Class 7 contains 75514 members 
Mstep: Class 8 contains 11744 members 
Mstep: Class 9 contains 41045 members 
Mstep: Class 10 contains 13881 members 
Mstep: Class 11 contains 41394 members 
Mstep: Class 12 contains 50028 members 
Mstep: Class 13 contains 35912 members 
Mstep: Class 14 contains 6141 members 
Mstep: Class 15 contains 13352 members 
Mstep: Class 16 contains 31494 members 
Mstep: Class 17 contains 15527 members 
Mstep: Class 18 contains 14063 members 
Mstep: Class 19 contains 29980 members 
Mstep: Class 20 contains 1970 members 
Mstep: Class 21 contains 13565 members 
Mstep: Class 22 contains 433 members 
Mstep: Class 23 contains 24907 members 
Mstep: Class 24 contains 8379 members 
Mstep: Class 25 contains 37619 members 
Mstep: Class 26 contains 5087 members 
Mstep: Class 27 contains 31071 members 
Mstep: Class 28 contains 25755 members 
Mstep: Class 29 contains 20413 members 
Mstep: Class 30 contains 3845 members 
Mstep: Class 31 contains 23662 members 
Mstep: Class 32 contains 4873 members 
Mstep: Class 33 contains 2432 members 
Mstep: Class 34 contains 2293 members 
Mstep: Class 35 contains 4816 members 
Mstep: Class 36 contains 3001 members 
Mstep: Class 37 contains 2821 members 
Mstep: Class 38 contains 2046 members 
Mstep: Class 39 contains 1046 members 
Mstep: Class 40 contains 22220 members 
Mstep: Class 41 contains 2881 members 
Mstep: Class 42 contains 5091 members 
Mstep: Class 43 contains 11187 members 
Mstep: Class 44 contains 6162 members 
Mstep: Class 45 contains 143329 members 
Mstep: Class 46 contains 478 members 
Mstep: Class 47 contains 3585 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100294592.000000 Penalty: 104006.164062
Iteration 96Q: 48 clusters Score -1.002946e+08 nChanged 2076
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 2372 members 
Mstep: Class 3 contains 12336 members 
Mstep: Class 4 contains 2323 members 
Mstep: Class 5 contains 2675 members 
Mstep: Class 6 contains 1975 members 
Mstep: Class 7 contains 75501 members 
Mstep: Class 8 contains 11753 members 
Mstep: Class 9 contains 41150 members 
Mstep: Class 10 contains 13993 members 
Mstep: Class 11 contains 41451 members 
Mstep: Class 12 contains 49824 members 
Mstep: Class 13 contains 35846 members 
Mstep: Class 14 contains 6110 members 
Mstep: Class 15 contains 13305 members 
Mstep: Class 16 contains 31492 members 
Mstep: Class 17 contains 15512 members 
Mstep: Class 18 contains 14061 members 
Mstep: Class 19 contains 29776 members 
Mstep: Class 20 contains 1970 members 
Mstep: Class 21 contains 13562 members 
Mstep: Class 22 contains 433 members 
Mstep: Class 23 contains 24991 members 
Mstep: Class 24 contains 8377 members 
Mstep: Class 25 contains 37623 members 
Mstep: Class 26 contains 5073 members 
Mstep: Class 27 contains 31172 members 
Mstep: Class 28 contains 25743 members 
Mstep: Class 29 contains 20336 members 
Mstep: Class 30 contains 3851 members 
Mstep: Class 31 contains 23394 members 
Mstep: Class 32 contains 4897 members 
Mstep: Class 33 contains 2518 members 
Mstep: Class 34 contains 2302 members 
Mstep: Class 35 contains 4831 members 
Mstep: Class 36 contains 3012 members 
Mstep: Class 37 contains 2829 members 
Mstep: Class 38 contains 2054 members 
Mstep: Class 39 contains 1046 members 
Mstep: Class 40 contains 22217 members 
Mstep: Class 41 contains 2891 members 
Mstep: Class 42 contains 5084 members 
Mstep: Class 43 contains 11281 members 
Mstep: Class 44 contains 6164 members 
Mstep: Class 45 contains 143300 members 
Mstep: Class 46 contains 478 members 
Mstep: Class 47 contains 3625 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100294888.000000 Penalty: 104006.164062
Iteration 97Q: 48 clusters Score -1.002949e+08 nChanged 2036
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 2403 members 
Mstep: Class 3 contains 12391 members 
Mstep: Class 4 contains 2329 members 
Mstep: Class 5 contains 2677 members 
Mstep: Class 6 contains 1974 members 
Mstep: Class 7 contains 75493 members 
Mstep: Class 8 contains 11754 members 
Mstep: Class 9 contains 41268 members 
Mstep: Class 10 contains 14081 members 
Mstep: Class 11 contains 41494 members 
Mstep: Class 12 contains 49625 members 
Mstep: Class 13 contains 35774 members 
Mstep: Class 14 contains 6079 members 
Mstep: Class 15 contains 13279 members 
Mstep: Class 16 contains 31487 members 
Mstep: Class 17 contains 15499 members 
Mstep: Class 18 contains 14062 members 
Mstep: Class 19 contains 29598 members 
Mstep: Class 20 contains 1970 members 
Mstep: Class 21 contains 13556 members 
Mstep: Class 22 contains 433 members 
Mstep: Class 23 contains 25054 members 
Mstep: Class 24 contains 8376 members 
Mstep: Class 25 contains 37614 members 
Mstep: Class 26 contains 5090 members 
Mstep: Class 27 contains 31268 members 
Mstep: Class 28 contains 25739 members 
Mstep: Class 29 contains 20279 members 
Mstep: Class 30 contains 3862 members 
Mstep: Class 31 contains 23139 members 
Mstep: Class 32 contains 4920 members 
Mstep: Class 33 contains 2587 members 
Mstep: Class 34 contains 2303 members 
Mstep: Class 35 contains 4845 members 
Mstep: Class 36 contains 3022 members 
Mstep: Class 37 contains 2833 members 
Mstep: Class 38 contains 2056 members 
Mstep: Class 39 contains 1046 members 
Mstep: Class 40 contains 22212 members 
Mstep: Class 41 contains 2905 members 
Mstep: Class 42 contains 5075 members 
Mstep: Class 43 contains 11368 members 
Mstep: Class 44 contains 6173 members 
Mstep: Class 45 contains 143271 members 
Mstep: Class 46 contains 478 members 
Mstep: Class 47 contains 3652 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100294976.000000 Penalty: 104006.164062
Iteration 98Q: 48 clusters Score -1.00295e+08 nChanged 2048
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 2420 members 
Mstep: Class 3 contains 12455 members 
Mstep: Class 4 contains 2333 members 
Mstep: Class 5 contains 2677 members 
Mstep: Class 6 contains 1975 members 
Mstep: Class 7 contains 75470 members 
Mstep: Class 8 contains 11750 members 
Mstep: Class 9 contains 41441 members 
Mstep: Class 10 contains 14154 members 
Mstep: Class 11 contains 41536 members 
Mstep: Class 12 contains 49437 members 
Mstep: Class 13 contains 35689 members 
Mstep: Class 14 contains 6049 members 
Mstep: Class 15 contains 13247 members 
Mstep: Class 16 contains 31495 members 
Mstep: Class 17 contains 15486 members 
Mstep: Class 18 contains 14058 members 
Mstep: Class 19 contains 29406 members 
Mstep: Class 20 contains 1971 members 
Mstep: Class 21 contains 13552 members 
Mstep: Class 22 contains 433 members 
Mstep: Class 23 contains 25140 members 
Mstep: Class 24 contains 8370 members 
Mstep: Class 25 contains 37621 members 
Mstep: Class 26 contains 5104 members 
Mstep: Class 27 contains 31351 members 
Mstep: Class 28 contains 25763 members 
Mstep: Class 29 contains 20237 members 
Mstep: Class 30 contains 3866 members 
Mstep: Class 31 contains 22866 members 
Mstep: Class 32 contains 4934 members 
Mstep: Class 33 contains 2661 members 
Mstep: Class 34 contains 2302 members 
Mstep: Class 35 contains 4854 members 
Mstep: Class 36 contains 3042 members 
Mstep: Class 37 contains 2835 members 
Mstep: Class 38 contains 2058 members 
Mstep: Class 39 contains 1046 members 
Mstep: Class 40 contains 22209 members 
Mstep: Class 41 contains 2916 members 
Mstep: Class 42 contains 5054 members 
Mstep: Class 43 contains 11432 members 
Mstep: Class 44 contains 6183 members 
Mstep: Class 45 contains 143242 members 
Mstep: Class 46 contains 478 members 
Mstep: Class 47 contains 3688 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100294872.000000 Penalty: 104006.164062
Iteration 99Q: 48 clusters Score -1.002949e+08 nChanged 1981
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 2432 members 
Mstep: Class 3 contains 12509 members 
Mstep: Class 4 contains 2336 members 
Mstep: Class 5 contains 2680 members 
Mstep: Class 6 contains 1977 members 
Mstep: Class 7 contains 75447 members 
Mstep: Class 8 contains 11745 members 
Mstep: Class 9 contains 41596 members 
Mstep: Class 10 contains 14214 members 
Mstep: Class 11 contains 41564 members 
Mstep: Class 12 contains 49271 members 
Mstep: Class 13 contains 35597 members 
Mstep: Class 14 contains 6019 members 
Mstep: Class 15 contains 13218 members 
Mstep: Class 16 contains 31500 members 
Mstep: Class 17 contains 15477 members 
Mstep: Class 18 contains 14055 members 
Mstep: Class 19 contains 29248 members 
Mstep: Class 20 contains 1972 members 
Mstep: Class 21 contains 13548 members 
Mstep: Class 22 contains 433 members 
Mstep: Class 23 contains 25231 members 
Mstep: Class 24 contains 8368 members 
Mstep: Class 25 contains 37640 members 
Mstep: Class 26 contains 5118 members 
Mstep: Class 27 contains 31426 members 
Mstep: Class 28 contains 25767 members 
Mstep: Class 29 contains 20202 members 
Mstep: Class 30 contains 3870 members 
Mstep: Class 31 contains 22589 members 
Mstep: Class 32 contains 4943 members 
Mstep: Class 33 contains 2730 members 
Mstep: Class 34 contains 2302 members 
Mstep: Class 35 contains 4867 members 
Mstep: Class 36 contains 3064 members 
Mstep: Class 37 contains 2830 members 
Mstep: Class 38 contains 2058 members 
Mstep: Class 39 contains 1044 members 
Mstep: Class 40 contains 22206 members 
Mstep: Class 41 contains 2926 members 
Mstep: Class 42 contains 5037 members 
Mstep: Class 43 contains 11501 members 
Mstep: Class 44 contains 6191 members 
Mstep: Class 45 contains 143217 members 
Mstep: Class 46 contains 478 members 
Mstep: Class 47 contains 3718 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100295640.000000 Penalty: 104006.164062
Iteration 100F: 48 clusters Score -1.002956e+08 nChanged 2020
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 2445 members 
Mstep: Class 3 contains 12539 members 
Mstep: Class 4 contains 2337 members 
Mstep: Class 5 contains 2684 members 
Mstep: Class 6 contains 1979 members 
Mstep: Class 7 contains 75441 members 
Mstep: Class 8 contains 11718 members 
Mstep: Class 9 contains 41721 members 
Mstep: Class 10 contains 14260 members 
Mstep: Class 11 contains 41609 members 
Mstep: Class 12 contains 49101 members 
Mstep: Class 13 contains 35511 members 
Mstep: Class 14 contains 5996 members 
Mstep: Class 15 contains 13194 members 
Mstep: Class 16 contains 31491 members 
Mstep: Class 17 contains 15460 members 
Mstep: Class 18 contains 14053 members 
Mstep: Class 19 contains 29086 members 
Mstep: Class 20 contains 1974 members 
Mstep: Class 21 contains 13546 members 
Mstep: Class 22 contains 433 members 
Mstep: Class 23 contains 25336 members 
Mstep: Class 24 contains 8369 members 
Mstep: Class 25 contains 37655 members 
Mstep: Class 26 contains 5131 members 
Mstep: Class 27 contains 31493 members 
Mstep: Class 28 contains 25788 members 
Mstep: Class 29 contains 20168 members 
Mstep: Class 30 contains 3881 members 
Mstep: Class 31 contains 22351 members 
Mstep: Class 32 contains 4960 members 
Mstep: Class 33 contains 2807 members 
Mstep: Class 34 contains 2302 members 
Mstep: Class 35 contains 4882 members 
Mstep: Class 36 contains 3077 members 
Mstep: Class 37 contains 2829 members 
Mstep: Class 38 contains 2059 members 
Mstep: Class 39 contains 1043 members 
Mstep: Class 40 contains 22203 members 
Mstep: Class 41 contains 2931 members 
Mstep: Class 42 contains 5016 members 
Mstep: Class 43 contains 11486 members 
Mstep: Class 44 contains 6185 members 
Mstep: Class 45 contains 143175 members 
Mstep: Class 46 contains 479 members 
Mstep: Class 47 contains 3810 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100296264.000000 Penalty: 104006.164062
Iteration 101Q: 48 clusters Score -1.002963e+08 nChanged 2167
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 2456 members 
Mstep: Class 3 contains 12610 members 
Mstep: Class 4 contains 2341 members 
Mstep: Class 5 contains 2687 members 
Mstep: Class 6 contains 1982 members 
Mstep: Class 7 contains 75440 members 
Mstep: Class 8 contains 11697 members 
Mstep: Class 9 contains 41882 members 
Mstep: Class 10 contains 14303 members 
Mstep: Class 11 contains 41641 members 
Mstep: Class 12 contains 48939 members 
Mstep: Class 13 contains 35428 members 
Mstep: Class 14 contains 5967 members 
Mstep: Class 15 contains 13159 members 
Mstep: Class 16 contains 31485 members 
Mstep: Class 17 contains 15445 members 
Mstep: Class 18 contains 14058 members 
Mstep: Class 19 contains 28936 members 
Mstep: Class 20 contains 1974 members 
Mstep: Class 21 contains 13537 members 
Mstep: Class 22 contains 432 members 
Mstep: Class 23 contains 25448 members 
Mstep: Class 24 contains 8369 members 
Mstep: Class 25 contains 37665 members 
Mstep: Class 26 contains 5150 members 
Mstep: Class 27 contains 31534 members 
Mstep: Class 28 contains 25815 members 
Mstep: Class 29 contains 20113 members 
Mstep: Class 30 contains 3898 members 
Mstep: Class 31 contains 22077 members 
Mstep: Class 32 contains 4968 members 
Mstep: Class 33 contains 2870 members 
Mstep: Class 34 contains 2309 members 
Mstep: Class 35 contains 4904 members 
Mstep: Class 36 contains 3100 members 
Mstep: Class 37 contains 2832 members 
Mstep: Class 38 contains 2062 members 
Mstep: Class 39 contains 1042 members 
Mstep: Class 40 contains 22205 members 
Mstep: Class 41 contains 2939 members 
Mstep: Class 42 contains 4994 members 
Mstep: Class 43 contains 11480 members 
Mstep: Class 44 contains 6189 members 
Mstep: Class 45 contains 143121 members 
Mstep: Class 46 contains 480 members 
Mstep: Class 47 contains 3879 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100296608.000000 Penalty: 104006.164062
Iteration 102Q: 48 clusters Score -1.002966e+08 nChanged 2318
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 2470 members 
Mstep: Class 3 contains 12656 members 
Mstep: Class 4 contains 2338 members 
Mstep: Class 5 contains 2689 members 
Mstep: Class 6 contains 1981 members 
Mstep: Class 7 contains 75431 members 
Mstep: Class 8 contains 11674 members 
Mstep: Class 9 contains 42051 members 
Mstep: Class 10 contains 14333 members 
Mstep: Class 11 contains 41676 members 
Mstep: Class 12 contains 48779 members 
Mstep: Class 13 contains 35329 members 
Mstep: Class 14 contains 5934 members 
Mstep: Class 15 contains 13137 members 
Mstep: Class 16 contains 31488 members 
Mstep: Class 17 contains 15422 members 
Mstep: Class 18 contains 14056 members 
Mstep: Class 19 contains 28799 members 
Mstep: Class 20 contains 1974 members 
Mstep: Class 21 contains 13524 members 
Mstep: Class 22 contains 432 members 
Mstep: Class 23 contains 25577 members 
Mstep: Class 24 contains 8368 members 
Mstep: Class 25 contains 37666 members 
Mstep: Class 26 contains 5193 members 
Mstep: Class 27 contains 31587 members 
Mstep: Class 28 contains 25855 members 
Mstep: Class 29 contains 20023 members 
Mstep: Class 30 contains 3918 members 
Mstep: Class 31 contains 21796 members 
Mstep: Class 32 contains 4972 members 
Mstep: Class 33 contains 2936 members 
Mstep: Class 34 contains 2315 members 
Mstep: Class 35 contains 4930 members 
Mstep: Class 36 contains 3109 members 
Mstep: Class 37 contains 2835 members 
Mstep: Class 38 contains 2060 members 
Mstep: Class 39 contains 1041 members 
Mstep: Class 40 contains 22200 members 
Mstep: Class 41 contains 2942 members 
Mstep: Class 42 contains 4971 members 
Mstep: Class 43 contains 11545 members 
Mstep: Class 44 contains 6196 members 
Mstep: Class 45 contains 143076 members 
Mstep: Class 46 contains 480 members 
Mstep: Class 47 contains 3932 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100297096.000000 Penalty: 104006.164062
Iteration 103Q: 48 clusters Score -1.002971e+08 nChanged 2247
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 2487 members 
Mstep: Class 3 contains 12727 members 
Mstep: Class 4 contains 2340 members 
Mstep: Class 5 contains 2691 members 
Mstep: Class 6 contains 1981 members 
Mstep: Class 7 contains 75447 members 
Mstep: Class 8 contains 11660 members 
Mstep: Class 9 contains 42216 members 
Mstep: Class 10 contains 14361 members 
Mstep: Class 11 contains 41692 members 
Mstep: Class 12 contains 48647 members 
Mstep: Class 13 contains 35232 members 
Mstep: Class 14 contains 5908 members 
Mstep: Class 15 contains 13111 members 
Mstep: Class 16 contains 31483 members 
Mstep: Class 17 contains 15407 members 
Mstep: Class 18 contains 14050 members 
Mstep: Class 19 contains 28607 members 
Mstep: Class 20 contains 1974 members 
Mstep: Class 21 contains 13505 members 
Mstep: Class 22 contains 433 members 
Mstep: Class 23 contains 25718 members 
Mstep: Class 24 contains 8369 members 
Mstep: Class 25 contains 37671 members 
Mstep: Class 26 contains 5230 members 
Mstep: Class 27 contains 31626 members 
Mstep: Class 28 contains 25883 members 
Mstep: Class 29 contains 19950 members 
Mstep: Class 30 contains 3935 members 
Mstep: Class 31 contains 21539 members 
Mstep: Class 32 contains 4973 members 
Mstep: Class 33 contains 2993 members 
Mstep: Class 34 contains 2321 members 
Mstep: Class 35 contains 4952 members 
Mstep: Class 36 contains 3114 members 
Mstep: Class 37 contains 2826 members 
Mstep: Class 38 contains 2064 members 
Mstep: Class 39 contains 1039 members 
Mstep: Class 40 contains 22195 members 
Mstep: Class 41 contains 2948 members 
Mstep: Class 42 contains 4953 members 
Mstep: Class 43 contains 11634 members 
Mstep: Class 44 contains 6194 members 
Mstep: Class 45 contains 143037 members 
Mstep: Class 46 contains 480 members 
Mstep: Class 47 contains 3972 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100297640.000000 Penalty: 104006.164062
Iteration 104Q: 48 clusters Score -1.002976e+08 nChanged 2141
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 5128 members 
Mstep: Class 2 contains 2504 members 
Mstep: Class 3 contains 12785 members 
Mstep: Class 4 contains 2346 members 
Mstep: Class 5 contains 2698 members 
Mstep: Class 6 contains 1976 members 
Mstep: Class 7 contains 75464 members 
Mstep: Class 8 contains 11633 members 
Mstep: Class 9 contains 42381 members 
Mstep: Class 10 contains 14377 members 
Mstep: Class 11 contains 41736 members 
Mstep: Class 12 contains 48514 members 
Mstep: Class 13 contains 35129 members 
Mstep: Class 14 contains 5877 members 
Mstep: Class 15 contains 13089 members 
Mstep: Class 16 contains 31483 members 
Mstep: Class 17 contains 15384 members 
Mstep: Class 18 contains 14044 members 
Mstep: Class 19 contains 28411 members 
Mstep: Class 20 contains 1976 members 
Mstep: Class 21 contains 13488 members 
Mstep: Class 22 contains 433 members 
Mstep: Class 23 contains 25836 members 
Mstep: Class 24 contains 8371 members 
Mstep: Class 25 contains 37693 members 
Mstep: Class 26 contains 5290 members 
Mstep: Class 27 contains 31655 members 
Mstep: Class 28 contains 25905 members 
Mstep: Class 29 contains 19880 members 
Mstep: Class 30 contains 3950 members 
Mstep: Class 31 contains 21298 members 
Mstep: Class 32 contains 4969 members 
Mstep: Class 33 contains 3041 members 
Mstep: Class 34 contains 2325 members 
Mstep: Class 35 contains 4977 members 
Mstep: Class 36 contains 3119 members 
Mstep: Class 37 contains 2815 members 
Mstep: Class 38 contains 2073 members 
Mstep: Class 39 contains 1040 members 
Mstep: Class 40 contains 22193 members 
Mstep: Class 41 contains 2953 members 
Mstep: Class 42 contains 4937 members 
Mstep: Class 43 contains 11721 members 
Mstep: Class 44 contains 6206 members 
Mstep: Class 45 contains 142999 members 
Mstep: Class 46 contains 480 members 
Mstep: Class 47 contains 3993 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100297784.000000 Penalty: 104006.164062
Iteration 105Q: 48 clusters Score -1.002978e+08 nChanged 2048
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 5280 members 
Mstep: Class 2 contains 2529 members 
Mstep: Class 3 contains 12854 members 
Mstep: Class 4 contains 2347 members 
Mstep: Class 5 contains 2706 members 
Mstep: Class 6 contains 1972 members 
Mstep: Class 7 contains 75483 members 
Mstep: Class 8 contains 11613 members 
Mstep: Class 9 contains 42570 members 
Mstep: Class 10 contains 14391 members 
Mstep: Class 11 contains 41801 members 
Mstep: Class 12 contains 48378 members 
Mstep: Class 13 contains 35015 members 
Mstep: Class 14 contains 5851 members 
Mstep: Class 15 contains 13061 members 
Mstep: Class 16 contains 31487 members 
Mstep: Class 17 contains 15371 members 
Mstep: Class 18 contains 14041 members 
Mstep: Class 19 contains 28202 members 
Mstep: Class 20 contains 1977 members 
Mstep: Class 21 contains 13484 members 
Mstep: Class 22 contains 433 members 
Mstep: Class 23 contains 25939 members 
Mstep: Class 24 contains 8369 members 
Mstep: Class 25 contains 37696 members 
Mstep: Class 26 contains 5313 members 
Mstep: Class 27 contains 31678 members 
Mstep: Class 28 contains 25945 members 
Mstep: Class 29 contains 19817 members 
Mstep: Class 30 contains 3965 members 
Mstep: Class 31 contains 21037 members 
Mstep: Class 32 contains 4961 members 
Mstep: Class 33 contains 3096 members 
Mstep: Class 34 contains 2326 members 
Mstep: Class 35 contains 4997 members 
Mstep: Class 36 contains 3136 members 
Mstep: Class 37 contains 2802 members 
Mstep: Class 38 contains 2082 members 
Mstep: Class 39 contains 1040 members 
Mstep: Class 40 contains 22192 members 
Mstep: Class 41 contains 2957 members 
Mstep: Class 42 contains 4924 members 
Mstep: Class 43 contains 11793 members 
Mstep: Class 44 contains 6205 members 
Mstep: Class 45 contains 142959 members 
Mstep: Class 46 contains 480 members 
Mstep: Class 47 contains 4020 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100298144.000000 Penalty: 104006.164062
Iteration 106Q: 48 clusters Score -1.002981e+08 nChanged 1946
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 5437 members 
Mstep: Class 2 contains 2553 members 
Mstep: Class 3 contains 12903 members 
Mstep: Class 4 contains 2343 members 
Mstep: Class 5 contains 2708 members 
Mstep: Class 6 contains 1975 members 
Mstep: Class 7 contains 75505 members 
Mstep: Class 8 contains 11593 members 
Mstep: Class 9 contains 42724 members 
Mstep: Class 10 contains 14409 members 
Mstep: Class 11 contains 41839 members 
Mstep: Class 12 contains 48268 members 
Mstep: Class 13 contains 34903 members 
Mstep: Class 14 contains 5828 members 
Mstep: Class 15 contains 13048 members 
Mstep: Class 16 contains 31481 members 
Mstep: Class 17 contains 15356 members 
Mstep: Class 18 contains 14041 members 
Mstep: Class 19 contains 28043 members 
Mstep: Class 20 contains 1977 members 
Mstep: Class 21 contains 13477 members 
Mstep: Class 22 contains 433 members 
Mstep: Class 23 contains 26046 members 
Mstep: Class 24 contains 8364 members 
Mstep: Class 25 contains 37694 members 
Mstep: Class 26 contains 5341 members 
Mstep: Class 27 contains 31723 members 
Mstep: Class 28 contains 25964 members 
Mstep: Class 29 contains 19754 members 
Mstep: Class 30 contains 3978 members 
Mstep: Class 31 contains 20791 members 
Mstep: Class 32 contains 4953 members 
Mstep: Class 33 contains 3140 members 
Mstep: Class 34 contains 2328 members 
Mstep: Class 35 contains 5011 members 
Mstep: Class 36 contains 3154 members 
Mstep: Class 37 contains 2794 members 
Mstep: Class 38 contains 2091 members 
Mstep: Class 39 contains 1039 members 
Mstep: Class 40 contains 22192 members 
Mstep: Class 41 contains 2958 members 
Mstep: Class 42 contains 4915 members 
Mstep: Class 43 contains 11864 members 
Mstep: Class 44 contains 6189 members 
Mstep: Class 45 contains 142928 members 
Mstep: Class 46 contains 480 members 
Mstep: Class 47 contains 4040 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100298192.000000 Penalty: 104006.164062
Iteration 107Q: 48 clusters Score -1.002982e+08 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 5608 members 
Mstep: Class 2 contains 2576 members 
Mstep: Class 3 contains 12942 members 
Mstep: Class 4 contains 2343 members 
Mstep: Class 5 contains 2708 members 
Mstep: Class 6 contains 1977 members 
Mstep: Class 7 contains 75513 members 
Mstep: Class 8 contains 11569 members 
Mstep: Class 9 contains 42911 members 
Mstep: Class 10 contains 14410 members 
Mstep: Class 11 contains 41841 members 
Mstep: Class 12 contains 48166 members 
Mstep: Class 13 contains 34821 members 
Mstep: Class 14 contains 5806 members 
Mstep: Class 15 contains 13037 members 
Mstep: Class 16 contains 31478 members 
Mstep: Class 17 contains 15339 members 
Mstep: Class 18 contains 14039 members 
Mstep: Class 19 contains 27888 members 
Mstep: Class 20 contains 1977 members 
Mstep: Class 21 contains 13472 members 
Mstep: Class 22 contains 433 members 
Mstep: Class 23 contains 26137 members 
Mstep: Class 24 contains 8357 members 
Mstep: Class 25 contains 37689 members 
Mstep: Class 26 contains 5377 members 
Mstep: Class 27 contains 31765 members 
Mstep: Class 28 contains 25987 members 
Mstep: Class 29 contains 19699 members 
Mstep: Class 30 contains 3980 members 
Mstep: Class 31 contains 20540 members 
Mstep: Class 32 contains 4949 members 
Mstep: Class 33 contains 3198 members 
Mstep: Class 34 contains 2330 members 
Mstep: Class 35 contains 5022 members 
Mstep: Class 36 contains 3158 members 
Mstep: Class 37 contains 2777 members 
Mstep: Class 38 contains 2097 members 
Mstep: Class 39 contains 1037 members 
Mstep: Class 40 contains 22189 members 
Mstep: Class 41 contains 2965 members 
Mstep: Class 42 contains 4916 members 
Mstep: Class 43 contains 11926 members 
Mstep: Class 44 contains 6177 members 
Mstep: Class 45 contains 142905 members 
Mstep: Class 46 contains 480 members 
Mstep: Class 47 contains 4064 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100298536.000000 Penalty: 104006.164062
Iteration 108Q: 48 clusters Score -1.002985e+08 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 5754 members 
Mstep: Class 2 contains 2608 members 
Mstep: Class 3 contains 12972 members 
Mstep: Class 4 contains 2346 members 
Mstep: Class 5 contains 2708 members 
Mstep: Class 6 contains 1977 members 
Mstep: Class 7 contains 75498 members 
Mstep: Class 8 contains 11540 members 
Mstep: Class 9 contains 43115 members 
Mstep: Class 10 contains 14400 members 
Mstep: Class 11 contains 41874 members 
Mstep: Class 12 contains 48086 members 
Mstep: Class 13 contains 34731 members 
Mstep: Class 14 contains 5791 members 
Mstep: Class 15 contains 13021 members 
Mstep: Class 16 contains 31477 members 
Mstep: Class 17 contains 15334 members 
Mstep: Class 18 contains 14039 members 
Mstep: Class 19 contains 27724 members 
Mstep: Class 20 contains 1977 members 
Mstep: Class 21 contains 13466 members 
Mstep: Class 22 contains 433 members 
Mstep: Class 23 contains 26220 members 
Mstep: Class 24 contains 8359 members 
Mstep: Class 25 contains 37690 members 
Mstep: Class 26 contains 5406 members 
Mstep: Class 27 contains 31805 members 
Mstep: Class 28 contains 26023 members 
Mstep: Class 29 contains 19646 members 
Mstep: Class 30 contains 3981 members 
Mstep: Class 31 contains 20302 members 
Mstep: Class 32 contains 4936 members 
Mstep: Class 33 contains 3247 members 
Mstep: Class 34 contains 2331 members 
Mstep: Class 35 contains 5035 members 
Mstep: Class 36 contains 3168 members 
Mstep: Class 37 contains 2761 members 
Mstep: Class 38 contains 2109 members 
Mstep: Class 39 contains 1035 members 
Mstep: Class 40 contains 22191 members 
Mstep: Class 41 contains 2962 members 
Mstep: Class 42 contains 4910 members 
Mstep: Class 43 contains 11990 members 
Mstep: Class 44 contains 6159 members 
Mstep: Class 45 contains 142876 members 
Mstep: Class 46 contains 480 members 
Mstep: Class 47 contains 4082 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100298832.000000 Penalty: 104006.164062
Iteration 109Q: 48 clusters Score -1.002988e+08 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 5899 members 
Mstep: Class 2 contains 2631 members 
Mstep: Class 3 contains 12994 members 
Mstep: Class 4 contains 2348 members 
Mstep: Class 5 contains 2705 members 
Mstep: Class 6 contains 1977 members 
Mstep: Class 7 contains 75496 members 
Mstep: Class 8 contains 11512 members 
Mstep: Class 9 contains 43317 members 
Mstep: Class 10 contains 14387 members 
Mstep: Class 11 contains 41907 members 
Mstep: Class 12 contains 48012 members 
Mstep: Class 13 contains 34647 members 
Mstep: Class 14 contains 5768 members 
Mstep: Class 15 contains 13001 members 
Mstep: Class 16 contains 31475 members 
Mstep: Class 17 contains 15324 members 
Mstep: Class 18 contains 14042 members 
Mstep: Class 19 contains 27566 members 
Mstep: Class 20 contains 1977 members 
Mstep: Class 21 contains 13457 members 
Mstep: Class 22 contains 434 members 
Mstep: Class 23 contains 26285 members 
Mstep: Class 24 contains 8358 members 
Mstep: Class 25 contains 37692 members 
Mstep: Class 26 contains 5448 members 
Mstep: Class 27 contains 31832 members 
Mstep: Class 28 contains 26084 members 
Mstep: Class 29 contains 19591 members 
Mstep: Class 30 contains 3983 members 
Mstep: Class 31 contains 20079 members 
Mstep: Class 32 contains 4920 members 
Mstep: Class 33 contains 3314 members 
Mstep: Class 34 contains 2332 members 
Mstep: Class 35 contains 5044 members 
Mstep: Class 36 contains 3187 members 
Mstep: Class 37 contains 2748 members 
Mstep: Class 38 contains 2125 members 
Mstep: Class 39 contains 1034 members 
Mstep: Class 40 contains 22193 members 
Mstep: Class 41 contains 2964 members 
Mstep: Class 42 contains 4910 members 
Mstep: Class 43 contains 12041 members 
Mstep: Class 44 contains 6118 members 
Mstep: Class 45 contains 142845 members 
Mstep: Class 46 contains 480 members 
Mstep: Class 47 contains 4092 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100298840.000000 Penalty: 104006.164062
Iteration 110Q: 48 clusters Score -1.002988e+08 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 6051 members 
Mstep: Class 2 contains 2644 members 
Mstep: Class 3 contains 13022 members 
Mstep: Class 4 contains 2346 members 
Mstep: Class 5 contains 2703 members 
Mstep: Class 6 contains 1979 members 
Mstep: Class 7 contains 75483 members 
Mstep: Class 8 contains 11487 members 
Mstep: Class 9 contains 43503 members 
Mstep: Class 10 contains 14367 members 
Mstep: Class 11 contains 41939 members 
Mstep: Class 12 contains 47937 members 
Mstep: Class 13 contains 34560 members 
Mstep: Class 14 contains 5745 members 
Mstep: Class 15 contains 12987 members 
Mstep: Class 16 contains 31475 members 
Mstep: Class 17 contains 15321 members 
Mstep: Class 18 contains 14044 members 
Mstep: Class 19 contains 27406 members 
Mstep: Class 20 contains 1977 members 
Mstep: Class 21 contains 13448 members 
Mstep: Class 22 contains 435 members 
Mstep: Class 23 contains 26344 members 
Mstep: Class 24 contains 8352 members 
Mstep: Class 25 contains 37701 members 
Mstep: Class 26 contains 5504 members 
Mstep: Class 27 contains 31857 members 
Mstep: Class 28 contains 26147 members 
Mstep: Class 29 contains 19541 members 
Mstep: Class 30 contains 3990 members 
Mstep: Class 31 contains 19873 members 
Mstep: Class 32 contains 4899 members 
Mstep: Class 33 contains 3392 members 
Mstep: Class 34 contains 2330 members 
Mstep: Class 35 contains 5056 members 
Mstep: Class 36 contains 3194 members 
Mstep: Class 37 contains 2742 members 
Mstep: Class 38 contains 2131 members 
Mstep: Class 39 contains 1034 members 
Mstep: Class 40 contains 22194 members 
Mstep: Class 41 contains 2968 members 
Mstep: Class 42 contains 4903 members 
Mstep: Class 43 contains 12100 members 
Mstep: Class 44 contains 6068 members 
Mstep: Class 45 contains 142820 members 
Mstep: Class 46 contains 480 members 
Mstep: Class 47 contains 4096 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100299400.000000 Penalty: 104006.164062
Iteration 111Q: 48 clusters Score -1.002994e+08 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 6199 members 
Mstep: Class 2 contains 2666 members 
Mstep: Class 3 contains 13047 members 
Mstep: Class 4 contains 2347 members 
Mstep: Class 5 contains 2702 members 
Mstep: Class 6 contains 1982 members 
Mstep: Class 7 contains 75479 members 
Mstep: Class 8 contains 11471 members 
Mstep: Class 9 contains 43686 members 
Mstep: Class 10 contains 14349 members 
Mstep: Class 11 contains 41960 members 
Mstep: Class 12 contains 47870 members 
Mstep: Class 13 contains 34455 members 
Mstep: Class 14 contains 5687 members 
Mstep: Class 15 contains 12969 members 
Mstep: Class 16 contains 31472 members 
Mstep: Class 17 contains 15314 members 
Mstep: Class 18 contains 14044 members 
Mstep: Class 19 contains 27255 members 
Mstep: Class 20 contains 1977 members 
Mstep: Class 21 contains 13445 members 
Mstep: Class 22 contains 435 members 
Mstep: Class 23 contains 26402 members 
Mstep: Class 24 contains 8347 members 
Mstep: Class 25 contains 37698 members 
Mstep: Class 26 contains 5550 members 
Mstep: Class 27 contains 31874 members 
Mstep: Class 28 contains 26240 members 
Mstep: Class 29 contains 19486 members 
Mstep: Class 30 contains 3998 members 
Mstep: Class 31 contains 19652 members 
Mstep: Class 32 contains 4883 members 
Mstep: Class 33 contains 3475 members 
Mstep: Class 34 contains 2330 members 
Mstep: Class 35 contains 5061 members 
Mstep: Class 36 contains 3216 members 
Mstep: Class 37 contains 2741 members 
Mstep: Class 38 contains 2137 members 
Mstep: Class 39 contains 1034 members 
Mstep: Class 40 contains 22191 members 
Mstep: Class 41 contains 2971 members 
Mstep: Class 42 contains 4896 members 
Mstep: Class 43 contains 12170 members 
Mstep: Class 44 contains 6026 members 
Mstep: Class 45 contains 142813 members 
Mstep: Class 46 contains 480 members 
Mstep: Class 47 contains 4093 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100300072.000000 Penalty: 104006.164062
Iteration 112Q: 48 clusters Score -1.003001e+08 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 6326 members 
Mstep: Class 2 contains 2692 members 
Mstep: Class 3 contains 13075 members 
Mstep: Class 4 contains 2348 members 
Mstep: Class 5 contains 2701 members 
Mstep: Class 6 contains 1984 members 
Mstep: Class 7 contains 75472 members 
Mstep: Class 8 contains 11449 members 
Mstep: Class 9 contains 43841 members 
Mstep: Class 10 contains 14334 members 
Mstep: Class 11 contains 41982 members 
Mstep: Class 12 contains 47811 members 
Mstep: Class 13 contains 34359 members 
Mstep: Class 14 contains 5617 members 
Mstep: Class 15 contains 12957 members 
Mstep: Class 16 contains 31474 members 
Mstep: Class 17 contains 15307 members 
Mstep: Class 18 contains 14040 members 
Mstep: Class 19 contains 27106 members 
Mstep: Class 20 contains 1977 members 
Mstep: Class 21 contains 13441 members 
Mstep: Class 22 contains 435 members 
Mstep: Class 23 contains 26446 members 
Mstep: Class 24 contains 8341 members 
Mstep: Class 25 contains 37691 members 
Mstep: Class 26 contains 5586 members 
Mstep: Class 27 contains 31876 members 
Mstep: Class 28 contains 26326 members 
Mstep: Class 29 contains 19439 members 
Mstep: Class 30 contains 4009 members 
Mstep: Class 31 contains 19469 members 
Mstep: Class 32 contains 4874 members 
Mstep: Class 33 contains 3552 members 
Mstep: Class 34 contains 2331 members 
Mstep: Class 35 contains 5068 members 
Mstep: Class 36 contains 3243 members 
Mstep: Class 37 contains 2741 members 
Mstep: Class 38 contains 2141 members 
Mstep: Class 39 contains 1034 members 
Mstep: Class 40 contains 22189 members 
Mstep: Class 41 contains 2974 members 
Mstep: Class 42 contains 4892 members 
Mstep: Class 43 contains 12245 members 
Mstep: Class 44 contains 6009 members 
Mstep: Class 45 contains 142801 members 
Mstep: Class 46 contains 480 members 
Mstep: Class 47 contains 4090 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100300344.000000 Penalty: 104006.164062
Iteration 113Q: 48 clusters Score -1.003003e+08 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 6437 members 
Mstep: Class 2 contains 2707 members 
Mstep: Class 3 contains 13143 members 
Mstep: Class 4 contains 2348 members 
Mstep: Class 5 contains 2703 members 
Mstep: Class 6 contains 1986 members 
Mstep: Class 7 contains 75464 members 
Mstep: Class 8 contains 11439 members 
Mstep: Class 9 contains 43938 members 
Mstep: Class 10 contains 14323 members 
Mstep: Class 11 contains 41995 members 
Mstep: Class 12 contains 47755 members 
Mstep: Class 13 contains 34301 members 
Mstep: Class 14 contains 5523 members 
Mstep: Class 15 contains 12938 members 
Mstep: Class 16 contains 31477 members 
Mstep: Class 17 contains 15305 members 
Mstep: Class 18 contains 14031 members 
Mstep: Class 19 contains 26968 members 
Mstep: Class 20 contains 1977 members 
Mstep: Class 21 contains 13438 members 
Mstep: Class 22 contains 435 members 
Mstep: Class 23 contains 26484 members 
Mstep: Class 24 contains 8337 members 
Mstep: Class 25 contains 37684 members 
Mstep: Class 26 contains 5607 members 
Mstep: Class 27 contains 31879 members 
Mstep: Class 28 contains 26414 members 
Mstep: Class 29 contains 19402 members 
Mstep: Class 30 contains 4022 members 
Mstep: Class 31 contains 19306 members 
Mstep: Class 32 contains 4867 members 
Mstep: Class 33 contains 3619 members 
Mstep: Class 34 contains 2330 members 
Mstep: Class 35 contains 5071 members 
Mstep: Class 36 contains 3261 members 
Mstep: Class 37 contains 2742 members 
Mstep: Class 38 contains 2146 members 
Mstep: Class 39 contains 1034 members 
Mstep: Class 40 contains 22191 members 
Mstep: Class 41 contains 2979 members 
Mstep: Class 42 contains 4882 members 
Mstep: Class 43 contains 12298 members 
Mstep: Class 44 contains 6019 members 
Mstep: Class 45 contains 142796 members 
Mstep: Class 46 contains 480 members 
Mstep: Class 47 contains 4094 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100300712.000000 Penalty: 104006.164062
Iteration 114Q: 48 clusters Score -1.003007e+08 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 6536 members 
Mstep: Class 2 contains 2726 members 
Mstep: Class 3 contains 13184 members 
Mstep: Class 4 contains 2352 members 
Mstep: Class 5 contains 2704 members 
Mstep: Class 6 contains 1985 members 
Mstep: Class 7 contains 75461 members 
Mstep: Class 8 contains 11429 members 
Mstep: Class 9 contains 44052 members 
Mstep: Class 10 contains 14315 members 
Mstep: Class 11 contains 42008 members 
Mstep: Class 12 contains 47703 members 
Mstep: Class 13 contains 34198 members 
Mstep: Class 14 contains 5429 members 
Mstep: Class 15 contains 12922 members 
Mstep: Class 16 contains 31485 members 
Mstep: Class 17 contains 15296 members 
Mstep: Class 18 contains 14029 members 
Mstep: Class 19 contains 26831 members 
Mstep: Class 20 contains 1977 members 
Mstep: Class 21 contains 13435 members 
Mstep: Class 22 contains 435 members 
Mstep: Class 23 contains 26516 members 
Mstep: Class 24 contains 8335 members 
Mstep: Class 25 contains 37667 members 
Mstep: Class 26 contains 5637 members 
Mstep: Class 27 contains 31890 members 
Mstep: Class 28 contains 26480 members 
Mstep: Class 29 contains 19373 members 
Mstep: Class 30 contains 4030 members 
Mstep: Class 31 contains 19155 members 
Mstep: Class 32 contains 4855 members 
Mstep: Class 33 contains 3672 members 
Mstep: Class 34 contains 2330 members 
Mstep: Class 35 contains 5077 members 
Mstep: Class 36 contains 3283 members 
Mstep: Class 37 contains 2748 members 
Mstep: Class 38 contains 2150 members 
Mstep: Class 39 contains 1035 members 
Mstep: Class 40 contains 22189 members 
Mstep: Class 41 contains 2989 members 
Mstep: Class 42 contains 4869 members 
Mstep: Class 43 contains 12337 members 
Mstep: Class 44 contains 6079 members 
Mstep: Class 45 contains 142800 members 
Mstep: Class 46 contains 480 members 
Mstep: Class 47 contains 4107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100300864.000000 Penalty: 104006.164062
Iteration 115Q: 48 clusters Score -1.003009e+08 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 6621 members 
Mstep: Class 2 contains 2743 members 
Mstep: Class 3 contains 13233 members 
Mstep: Class 4 contains 2354 members 
Mstep: Class 5 contains 2705 members 
Mstep: Class 6 contains 1984 members 
Mstep: Class 7 contains 75462 members 
Mstep: Class 8 contains 11409 members 
Mstep: Class 9 contains 44152 members 
Mstep: Class 10 contains 14313 members 
Mstep: Class 11 contains 42020 members 
Mstep: Class 12 contains 47646 members 
Mstep: Class 13 contains 34106 members 
Mstep: Class 14 contains 5339 members 
Mstep: Class 15 contains 12911 members 
Mstep: Class 16 contains 31485 members 
Mstep: Class 17 contains 15280 members 
Mstep: Class 18 contains 14029 members 
Mstep: Class 19 contains 26704 members 
Mstep: Class 20 contains 1978 members 
Mstep: Class 21 contains 13431 members 
Mstep: Class 22 contains 435 members 
Mstep: Class 23 contains 26557 members 
Mstep: Class 24 contains 8337 members 
Mstep: Class 25 contains 37662 members 
Mstep: Class 26 contains 5657 members 
Mstep: Class 27 contains 31910 members 
Mstep: Class 28 contains 26517 members 
Mstep: Class 29 contains 19345 members 
Mstep: Class 30 contains 4043 members 
Mstep: Class 31 contains 19032 members 
Mstep: Class 32 contains 4849 members 
Mstep: Class 33 contains 3721 members 
Mstep: Class 34 contains 2332 members 
Mstep: Class 35 contains 5085 members 
Mstep: Class 36 contains 3305 members 
Mstep: Class 37 contains 2751 members 
Mstep: Class 38 contains 2149 members 
Mstep: Class 39 contains 1035 members 
Mstep: Class 40 contains 22188 members 
Mstep: Class 41 contains 2996 members 
Mstep: Class 42 contains 4863 members 
Mstep: Class 43 contains 12375 members 
Mstep: Class 44 contains 6133 members 
Mstep: Class 45 contains 142793 members 
Mstep: Class 46 contains 480 members 
Mstep: Class 47 contains 4120 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100300688.000000 Penalty: 104006.164062
Iteration 116Q: 48 clusters Score -1.003007e+08 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 6692 members 
Mstep: Class 2 contains 2764 members 
Mstep: Class 3 contains 13260 members 
Mstep: Class 4 contains 2357 members 
Mstep: Class 5 contains 2707 members 
Mstep: Class 6 contains 1984 members 
Mstep: Class 7 contains 75454 members 
Mstep: Class 8 contains 11392 members 
Mstep: Class 9 contains 44249 members 
Mstep: Class 10 contains 14302 members 
Mstep: Class 11 contains 42035 members 
Mstep: Class 12 contains 47613 members 
Mstep: Class 13 contains 34035 members 
Mstep: Class 14 contains 5249 members 
Mstep: Class 15 contains 12904 members 
Mstep: Class 16 contains 31484 members 
Mstep: Class 17 contains 15275 members 
Mstep: Class 18 contains 14023 members 
Mstep: Class 19 contains 26610 members 
Mstep: Class 20 contains 1977 members 
Mstep: Class 21 contains 13428 members 
Mstep: Class 22 contains 435 members 
Mstep: Class 23 contains 26591 members 
Mstep: Class 24 contains 8338 members 
Mstep: Class 25 contains 37656 members 
Mstep: Class 26 contains 5691 members 
Mstep: Class 27 contains 31935 members 
Mstep: Class 28 contains 26530 members 
Mstep: Class 29 contains 19324 members 
Mstep: Class 30 contains 4050 members 
Mstep: Class 31 contains 18903 members 
Mstep: Class 32 contains 4845 members 
Mstep: Class 33 contains 3757 members 
Mstep: Class 34 contains 2335 members 
Mstep: Class 35 contains 5091 members 
Mstep: Class 36 contains 3336 members 
Mstep: Class 37 contains 2750 members 
Mstep: Class 38 contains 2148 members 
Mstep: Class 39 contains 1035 members 
Mstep: Class 40 contains 22184 members 
Mstep: Class 41 contains 2999 members 
Mstep: Class 42 contains 4861 members 
Mstep: Class 43 contains 12396 members 
Mstep: Class 44 contains 6201 members 
Mstep: Class 45 contains 142784 members 
Mstep: Class 46 contains 480 members 
Mstep: Class 47 contains 4126 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100300640.000000 Penalty: 104006.164062
Iteration 117Q: 48 clusters Score -1.003006e+08 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 6742 members 
Mstep: Class 2 contains 2783 members 
Mstep: Class 3 contains 13268 members 
Mstep: Class 4 contains 2358 members 
Mstep: Class 5 contains 2708 members 
Mstep: Class 6 contains 1983 members 
Mstep: Class 7 contains 75445 members 
Mstep: Class 8 contains 11369 members 
Mstep: Class 9 contains 44345 members 
Mstep: Class 10 contains 14298 members 
Mstep: Class 11 contains 42048 members 
Mstep: Class 12 contains 47580 members 
Mstep: Class 13 contains 33960 members 
Mstep: Class 14 contains 5160 members 
Mstep: Class 15 contains 12895 members 
Mstep: Class 16 contains 31486 members 
Mstep: Class 17 contains 15264 members 
Mstep: Class 18 contains 14017 members 
Mstep: Class 19 contains 26551 members 
Mstep: Class 20 contains 1978 members 
Mstep: Class 21 contains 13426 members 
Mstep: Class 22 contains 435 members 
Mstep: Class 23 contains 26629 members 
Mstep: Class 24 contains 8338 members 
Mstep: Class 25 contains 37647 members 
Mstep: Class 26 contains 5729 members 
Mstep: Class 27 contains 31954 members 
Mstep: Class 28 contains 26539 members 
Mstep: Class 29 contains 19308 members 
Mstep: Class 30 contains 4058 members 
Mstep: Class 31 contains 18788 members 
Mstep: Class 32 contains 4844 members 
Mstep: Class 33 contains 3781 members 
Mstep: Class 34 contains 2335 members 
Mstep: Class 35 contains 5101 members 
Mstep: Class 36 contains 3361 members 
Mstep: Class 37 contains 2747 members 
Mstep: Class 38 contains 2150 members 
Mstep: Class 39 contains 1035 members 
Mstep: Class 40 contains 22178 members 
Mstep: Class 41 contains 3005 members 
Mstep: Class 42 contains 4863 members 
Mstep: Class 43 contains 12408 members 
Mstep: Class 44 contains 6295 members 
Mstep: Class 45 contains 142782 members 
Mstep: Class 46 contains 480 members 
Mstep: Class 47 contains 4121 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100301176.000000 Penalty: 104006.164062
Iteration 118Q: 48 clusters Score -1.003012e+08 nChanged 1050
Entering ConstructFrom: 
Score: -100301176.000000 Penalty: 104006.164062
Entering ConstructFrom: 
Trying to split cluster 1 (6776 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6776 members 
Entering Unmasked Estep 
Score: -821929.125000 Penalty: 1433.435547
	Iteration 0F: 2 clusters Score -821929.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -816855.062500 Penalty: 2866.871094
	Iteration 0F: 3 clusters Score -816855.1 nChanged 2790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -818613.687500 Penalty: 2866.871094
	Iteration 1F: 3 clusters Score -818613.7 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -819118.125000 Penalty: 2866.871094
	Iteration 2F: 3 clusters Score -819118.1 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -819652.437500 Penalty: 2866.871094
	Iteration 3F: 3 clusters Score -819652.4 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -820123.937500 Penalty: 2866.871094
	Iteration 4F: 3 clusters Score -820123.9 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -820516.562500 Penalty: 2866.871094
	Iteration 5F: 3 clusters Score -820516.6 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -820800.500000 Penalty: 2866.871094
	Iteration 6F: 3 clusters Score -820800.5 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -820975.562500 Penalty: 2866.871094
	Iteration 7Q: 3 clusters Score -820975.6 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -821077.187500 Penalty: 2866.871094
	Iteration 8Q: 3 clusters Score -821077.2 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -821132.312500 Penalty: 2866.871094
	Iteration 9Q: 3 clusters Score -821132.3 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -821181.937500 Penalty: 2866.871094
	Iteration 10Q: 3 clusters Score -821181.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -821216.125000 Penalty: 2866.871094
	Iteration 11Q: 3 clusters Score -821216.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -821239.250000 Penalty: 2866.871094
	Iteration 12Q: 3 clusters Score -821239.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -821257.312500 Penalty: 2866.871094
	Iteration 13Q: 3 clusters Score -821257.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -821268.500000 Penalty: 2866.871094
	Iteration 14Q: 3 clusters Score -821268.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -821278.687500 Penalty: 2866.871094
	Iteration 15Q: 3 clusters Score -821278.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -821283.500000 Penalty: 2866.871094
	Iteration 16Q: 3 clusters Score -821283.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -821288.437500 Penalty: 2866.871094
	Iteration 17Q: 3 clusters Score -821288.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -821294.500000 Penalty: 2866.871094
	Iteration 18Q: 3 clusters Score -821294.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -821298.312500 Penalty: 2866.871094
	Iteration 19Q: 3 clusters Score -821298.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -821304.250000 Penalty: 2866.871094
	Iteration 20F: 3 clusters Score -821304.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -821313.500000 Penalty: 2866.871094
	Iteration 21Q: 3 clusters Score -821313.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -821329.687500 Penalty: 2866.871094
	Iteration 22Q: 3 clusters Score -821329.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -821340.625000 Penalty: 2866.871094
	Iteration 23Q: 3 clusters Score -821340.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -821350.750000 Penalty: 2866.871094
	Iteration 24Q: 3 clusters Score -821350.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -821360.562500 Penalty: 2866.871094
	Iteration 25Q: 3 clusters Score -821360.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -821369.187500 Penalty: 2866.871094
	Iteration 26Q: 3 clusters Score -821369.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -821373.500000 Penalty: 2866.871094
	Iteration 27Q: 3 clusters Score -821373.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -821381.187500 Penalty: 2866.871094
	Iteration 28Q: 3 clusters Score -821381.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -821386.812500 Penalty: 2866.871094
	Iteration 29Q: 3 clusters Score -821386.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -821391.312500 Penalty: 2866.871094
	Iteration 30Q: 3 clusters Score -821391.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -821396.875000 Penalty: 2866.871094
	Iteration 31Q: 3 clusters Score -821396.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -821400.750000 Penalty: 2866.871094
	Iteration 32Q: 3 clusters Score -821400.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -821410.062500 Penalty: 2866.871094
	Iteration 33Q: 3 clusters Score -821410.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -821414.000000 Penalty: 2866.871094
	Iteration 34Q: 3 clusters Score -821414 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -821418.250000 Penalty: 2866.871094
	Iteration 35Q: 3 clusters Score -821418.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -821422.750000 Penalty: 2866.871094
	Iteration 36Q: 3 clusters Score -821422.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -821427.437500 Penalty: 2866.871094
	Iteration 37Q: 3 clusters Score -821427.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -821429.000000 Penalty: 2866.871094
	Iteration 38Q: 3 clusters Score -821429 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -821431.500000 Penalty: 2866.871094
	Iteration 39Q: 3 clusters Score -821431.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -821435.562500 Penalty: 2866.871094
	Iteration 40F: 3 clusters Score -821435.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -821438.000000 Penalty: 2866.871094
	Iteration 41Q: 3 clusters Score -821438 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4913 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -821441.375000 Penalty: 2866.871094
	Iteration 42Q: 3 clusters Score -821441.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4922 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -821441.625000 Penalty: 2866.871094
	Iteration 43Q: 3 clusters Score -821441.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -821442.687500 Penalty: 2866.871094
	Iteration 44Q: 3 clusters Score -821442.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -821444.312500 Penalty: 2866.871094
	Iteration 45Q: 3 clusters Score -821444.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -821445.250000 Penalty: 2866.871094
	Iteration 46Q: 3 clusters Score -821445.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -821446.000000 Penalty: 2866.871094
	Iteration 47Q: 3 clusters Score -821446 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -821449.625000 Penalty: 2866.871094
	Iteration 48Q: 3 clusters Score -821449.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -821450.875000 Penalty: 2866.871094
	Iteration 49Q: 3 clusters Score -821450.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -821453.812500 Penalty: 2866.871094
	Iteration 50Q: 3 clusters Score -821453.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4994 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -821453.062500 Penalty: 2866.871094
	Iteration 51Q: 3 clusters Score -821453.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -821455.500000 Penalty: 2866.871094
	Iteration 52Q: 3 clusters Score -821455.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -821456.250000 Penalty: 2866.871094
	Iteration 53Q: 3 clusters Score -821456.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -821459.562500 Penalty: 2866.871094
	Iteration 54Q: 3 clusters Score -821459.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -821463.687500 Penalty: 2866.871094
	Iteration 55Q: 3 clusters Score -821463.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -821469.125000 Penalty: 2866.871094
	Iteration 56Q: 3 clusters Score -821469.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -821471.937500 Penalty: 2866.871094
	Iteration 57Q: 3 clusters Score -821471.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -821475.125000 Penalty: 2866.871094
	Iteration 58Q: 3 clusters Score -821475.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -821476.812500 Penalty: 2866.871094
	Iteration 59Q: 3 clusters Score -821476.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -821480.187500 Penalty: 2866.871094
	Iteration 60F: 3 clusters Score -821480.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5105 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -821483.562500 Penalty: 2866.871094
	Iteration 61Q: 3 clusters Score -821483.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -821487.437500 Penalty: 2866.871094
	Iteration 62Q: 3 clusters Score -821487.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -821488.937500 Penalty: 2866.871094
	Iteration 63Q: 3 clusters Score -821488.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5130 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -821490.062500 Penalty: 2866.871094
	Iteration 64Q: 3 clusters Score -821490.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -821492.312500 Penalty: 2866.871094
	Iteration 65Q: 3 clusters Score -821492.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -821492.125000 Penalty: 2866.871094
	Iteration 66Q: 3 clusters Score -821492.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -821493.000000 Penalty: 2866.871094
	Iteration 67Q: 3 clusters Score -821493 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5143 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -821494.000000 Penalty: 2866.871094
	Iteration 68Q: 3 clusters Score -821494 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -821494.312500 Penalty: 2866.871094
	Iteration 69Q: 3 clusters Score -821494.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -821494.312500 Penalty: 2866.871094
	Iteration 70F: 3 clusters Score -821494.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (2797 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Entering Unmasked Estep 
Score: -338311.750000 Penalty: 1289.649170
	Iteration 0F: 2 clusters Score -338311.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -335718.250000 Penalty: 2579.298340
	Iteration 0F: 3 clusters Score -335718.2 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -336325.281250 Penalty: 2579.298340
	Iteration 1F: 3 clusters Score -336325.3 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -336470.093750 Penalty: 2579.298340
	Iteration 2F: 3 clusters Score -336470.1 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -336568.531250 Penalty: 2579.298340
	Iteration 3F: 3 clusters Score -336568.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -336647.343750 Penalty: 2579.298340
	Iteration 4Q: 3 clusters Score -336647.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -336720.062500 Penalty: 2579.298340
	Iteration 5Q: 3 clusters Score -336720.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -336781.593750 Penalty: 2579.298340
	Iteration 6Q: 3 clusters Score -336781.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -336841.593750 Penalty: 2579.298340
	Iteration 7Q: 3 clusters Score -336841.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -336895.031250 Penalty: 2579.298340
	Iteration 8Q: 3 clusters Score -336895 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -336925.031250 Penalty: 2579.298340
	Iteration 9Q: 3 clusters Score -336925 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -336942.250000 Penalty: 2579.298340
	Iteration 10Q: 3 clusters Score -336942.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -336959.343750 Penalty: 2579.298340
	Iteration 11Q: 3 clusters Score -336959.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -336977.625000 Penalty: 2579.298340
	Iteration 12Q: 3 clusters Score -336977.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -336993.562500 Penalty: 2579.298340
	Iteration 13Q: 3 clusters Score -336993.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -337011.375000 Penalty: 2579.298340
	Iteration 14Q: 3 clusters Score -337011.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -337028.156250 Penalty: 2579.298340
	Iteration 15Q: 3 clusters Score -337028.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -337042.906250 Penalty: 2579.298340
	Iteration 16Q: 3 clusters Score -337042.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -337054.656250 Penalty: 2579.298340
	Iteration 17Q: 3 clusters Score -337054.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -337060.343750 Penalty: 2579.298340
	Iteration 18Q: 3 clusters Score -337060.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -337069.343750 Penalty: 2579.298340
	Iteration 19Q: 3 clusters Score -337069.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -337078.968750 Penalty: 2579.298340
	Iteration 20F: 3 clusters Score -337079 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -337089.843750 Penalty: 2579.298340
	Iteration 21Q: 3 clusters Score -337089.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -337099.593750 Penalty: 2579.298340
	Iteration 22Q: 3 clusters Score -337099.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -337106.593750 Penalty: 2579.298340
	Iteration 23Q: 3 clusters Score -337106.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -337113.906250 Penalty: 2579.298340
	Iteration 24Q: 3 clusters Score -337113.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -337120.343750 Penalty: 2579.298340
	Iteration 25Q: 3 clusters Score -337120.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -337123.562500 Penalty: 2579.298340
	Iteration 26Q: 3 clusters Score -337123.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -337125.468750 Penalty: 2579.298340
	Iteration 27Q: 3 clusters Score -337125.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -337128.062500 Penalty: 2579.298340
	Iteration 28Q: 3 clusters Score -337128.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -337128.218750 Penalty: 2579.298340
	Iteration 29Q: 3 clusters Score -337128.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -337128.718750 Penalty: 2579.298340
	Iteration 30Q: 3 clusters Score -337128.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -337129.281250 Penalty: 2579.298340
	Iteration 31Q: 3 clusters Score -337129.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -337129.281250 Penalty: 2579.298340
	Iteration 32F: 3 clusters Score -337129.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (13299 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13299 members 
Entering Unmasked Estep 
Score: -1547230.875000 Penalty: 1543.009644
	Iteration 0F: 2 clusters Score -1547231 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6725 members 
Mstep: Class 2 contains 6574 members 
Entering Unmasked Estep 
Score: -1538009.125000 Penalty: 3086.019287
	Iteration 0F: 3 clusters Score -1538009 nChanged 5898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7155 members 
Mstep: Class 2 contains 6144 members 
Entering Unmasked Estep 
Score: -1541488.125000 Penalty: 3086.019287
	Iteration 1F: 3 clusters Score -1541488 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7358 members 
Mstep: Class 2 contains 5941 members 
Entering Unmasked Estep 
Score: -1542076.875000 Penalty: 3086.019287
	Iteration 2F: 3 clusters Score -1542077 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7597 members 
Mstep: Class 2 contains 5702 members 
Entering Unmasked Estep 
Score: -1542581.625000 Penalty: 3086.019287
	Iteration 3F: 3 clusters Score -1542582 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7895 members 
Mstep: Class 2 contains 5404 members 
Entering Unmasked Estep 
Score: -1543040.375000 Penalty: 3086.019287
	Iteration 4F: 3 clusters Score -1543040 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8229 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -1543499.625000 Penalty: 3086.019287
	Iteration 5F: 3 clusters Score -1543500 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8580 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -1543926.875000 Penalty: 3086.019287
	Iteration 6Q: 3 clusters Score -1543927 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8936 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -1544363.000000 Penalty: 3086.019287
	Iteration 7Q: 3 clusters Score -1544363 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9282 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -1544758.375000 Penalty: 3086.019287
	Iteration 8Q: 3 clusters Score -1544758 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9587 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -1545045.875000 Penalty: 3086.019287
	Iteration 9Q: 3 clusters Score -1545046 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9867 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -1545242.250000 Penalty: 3086.019287
	Iteration 10Q: 3 clusters Score -1545242 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10124 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -1545364.375000 Penalty: 3086.019287
	Iteration 11Q: 3 clusters Score -1545364 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10347 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -1545456.000000 Penalty: 3086.019287
	Iteration 12Q: 3 clusters Score -1545456 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10540 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -1545538.625000 Penalty: 3086.019287
	Iteration 13Q: 3 clusters Score -1545539 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10725 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -1545609.250000 Penalty: 3086.019287
	Iteration 14Q: 3 clusters Score -1545609 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10893 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -1545663.625000 Penalty: 3086.019287
	Iteration 15Q: 3 clusters Score -1545664 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11043 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -1545716.750000 Penalty: 3086.019287
	Iteration 16Q: 3 clusters Score -1545717 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11175 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -1545759.875000 Penalty: 3086.019287
	Iteration 17Q: 3 clusters Score -1545760 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11293 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -1545789.875000 Penalty: 3086.019287
	Iteration 18Q: 3 clusters Score -1545790 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11382 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -1545811.500000 Penalty: 3086.019287
	Iteration 19Q: 3 clusters Score -1545812 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11451 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -1545826.000000 Penalty: 3086.019287
	Iteration 20F: 3 clusters Score -1545826 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11534 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -1545853.625000 Penalty: 3086.019287
	Iteration 21Q: 3 clusters Score -1545854 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11622 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -1545885.250000 Penalty: 3086.019287
	Iteration 22Q: 3 clusters Score -1545885 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11690 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -1545901.500000 Penalty: 3086.019287
	Iteration 23Q: 3 clusters Score -1545902 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11751 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -1545919.125000 Penalty: 3086.019287
	Iteration 24Q: 3 clusters Score -1545919 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11790 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -1545927.875000 Penalty: 3086.019287
	Iteration 25Q: 3 clusters Score -1545928 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11824 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -1545937.125000 Penalty: 3086.019287
	Iteration 26Q: 3 clusters Score -1545937 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11861 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -1545953.125000 Penalty: 3086.019287
	Iteration 27Q: 3 clusters Score -1545953 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11904 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -1545965.750000 Penalty: 3086.019287
	Iteration 28Q: 3 clusters Score -1545966 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11924 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -1545972.875000 Penalty: 3086.019287
	Iteration 29Q: 3 clusters Score -1545973 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11946 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -1545976.125000 Penalty: 3086.019287
	Iteration 30Q: 3 clusters Score -1545976 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11969 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -1545986.875000 Penalty: 3086.019287
	Iteration 31Q: 3 clusters Score -1545987 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12000 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -1545996.500000 Penalty: 3086.019287
	Iteration 32Q: 3 clusters Score -1545996 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12021 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -1546002.250000 Penalty: 3086.019287
	Iteration 33Q: 3 clusters Score -1546002 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12038 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -1546005.000000 Penalty: 3086.019287
	Iteration 34Q: 3 clusters Score -1546005 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12054 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -1546008.375000 Penalty: 3086.019287
	Iteration 35Q: 3 clusters Score -1546008 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12067 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -1546013.875000 Penalty: 3086.019287
	Iteration 36Q: 3 clusters Score -1546014 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12082 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -1546020.750000 Penalty: 3086.019287
	Iteration 37Q: 3 clusters Score -1546021 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12103 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -1546022.125000 Penalty: 3086.019287
	Iteration 38Q: 3 clusters Score -1546022 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12119 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -1546027.625000 Penalty: 3086.019287
	Iteration 39Q: 3 clusters Score -1546028 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12132 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -1546030.625000 Penalty: 3086.019287
	Iteration 40F: 3 clusters Score -1546031 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12147 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -1546032.500000 Penalty: 3086.019287
	Iteration 41Q: 3 clusters Score -1546032 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12157 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -1546034.375000 Penalty: 3086.019287
	Iteration 42Q: 3 clusters Score -1546034 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12167 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -1546037.750000 Penalty: 3086.019287
	Iteration 43Q: 3 clusters Score -1546038 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12177 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -1546040.625000 Penalty: 3086.019287
	Iteration 44Q: 3 clusters Score -1546041 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12191 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -1546045.625000 Penalty: 3086.019287
	Iteration 45Q: 3 clusters Score -1546046 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12203 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -1546050.500000 Penalty: 3086.019287
	Iteration 46Q: 3 clusters Score -1546050 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12213 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -1546053.625000 Penalty: 3086.019287
	Iteration 47Q: 3 clusters Score -1546054 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12228 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -1546058.000000 Penalty: 3086.019287
	Iteration 48Q: 3 clusters Score -1546058 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12243 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -1546060.875000 Penalty: 3086.019287
	Iteration 49Q: 3 clusters Score -1546061 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12248 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -1546066.000000 Penalty: 3086.019287
	Iteration 50Q: 3 clusters Score -1546066 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12255 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -1546068.250000 Penalty: 3086.019287
	Iteration 51Q: 3 clusters Score -1546068 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12262 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -1546070.750000 Penalty: 3086.019287
	Iteration 52Q: 3 clusters Score -1546071 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12272 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -1546072.375000 Penalty: 3086.019287
	Iteration 53Q: 3 clusters Score -1546072 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12273 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -1546073.625000 Penalty: 3086.019287
	Iteration 54Q: 3 clusters Score -1546074 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12277 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -1546077.750000 Penalty: 3086.019287
	Iteration 55Q: 3 clusters Score -1546078 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12281 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -1546079.375000 Penalty: 3086.019287
	Iteration 56Q: 3 clusters Score -1546079 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12287 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -1546080.625000 Penalty: 3086.019287
	Iteration 57Q: 3 clusters Score -1546081 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12291 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -1546082.000000 Penalty: 3086.019287
	Iteration 58Q: 3 clusters Score -1546082 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12292 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -1546082.000000 Penalty: 3086.019287
	Iteration 59Q: 3 clusters Score -1546082 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12290 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -1546081.875000 Penalty: 3086.019287
	Iteration 60F: 3 clusters Score -1546082 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (2359 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Entering Unmasked Estep 
Score: -281255.250000 Penalty: 1261.973877
	Iteration 0F: 2 clusters Score -281255.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -278939.343750 Penalty: 2523.947754
	Iteration 0F: 3 clusters Score -278939.3 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -279430.937500 Penalty: 2523.947754
	Iteration 1F: 3 clusters Score -279430.9 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -279568.843750 Penalty: 2523.947754
	Iteration 2F: 3 clusters Score -279568.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -279689.406250 Penalty: 2523.947754
	Iteration 3F: 3 clusters Score -279689.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -279804.187500 Penalty: 2523.947754
	Iteration 4Q: 3 clusters Score -279804.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -279907.937500 Penalty: 2523.947754
	Iteration 5Q: 3 clusters Score -279907.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -279986.593750 Penalty: 2523.947754
	Iteration 6Q: 3 clusters Score -279986.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -280053.812500 Penalty: 2523.947754
	Iteration 7Q: 3 clusters Score -280053.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -280120.218750 Penalty: 2523.947754
	Iteration 8Q: 3 clusters Score -280120.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -280175.875000 Penalty: 2523.947754
	Iteration 9Q: 3 clusters Score -280175.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -280218.468750 Penalty: 2523.947754
	Iteration 10Q: 3 clusters Score -280218.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -280245.062500 Penalty: 2523.947754
	Iteration 11Q: 3 clusters Score -280245.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -280269.750000 Penalty: 2523.947754
	Iteration 12Q: 3 clusters Score -280269.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -280286.937500 Penalty: 2523.947754
	Iteration 13Q: 3 clusters Score -280286.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -280300.156250 Penalty: 2523.947754
	Iteration 14Q: 3 clusters Score -280300.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -280312.437500 Penalty: 2523.947754
	Iteration 15Q: 3 clusters Score -280312.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -280323.843750 Penalty: 2523.947754
	Iteration 16Q: 3 clusters Score -280323.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -280330.437500 Penalty: 2523.947754
	Iteration 17Q: 3 clusters Score -280330.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -280339.562500 Penalty: 2523.947754
	Iteration 18Q: 3 clusters Score -280339.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -280354.062500 Penalty: 2523.947754
	Iteration 19Q: 3 clusters Score -280354.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -280366.156250 Penalty: 2523.947754
	Iteration 20F: 3 clusters Score -280366.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -280381.812500 Penalty: 2523.947754
	Iteration 21Q: 3 clusters Score -280381.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -280389.968750 Penalty: 2523.947754
	Iteration 22Q: 3 clusters Score -280390 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -280396.843750 Penalty: 2523.947754
	Iteration 23Q: 3 clusters Score -280396.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -280401.718750 Penalty: 2523.947754
	Iteration 24Q: 3 clusters Score -280401.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -280406.875000 Penalty: 2523.947754
	Iteration 25Q: 3 clusters Score -280406.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -280410.406250 Penalty: 2523.947754
	Iteration 26Q: 3 clusters Score -280410.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -280411.843750 Penalty: 2523.947754
	Iteration 27Q: 3 clusters Score -280411.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -280411.687500 Penalty: 2523.947754
	Iteration 28Q: 3 clusters Score -280411.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -280411.875000 Penalty: 2523.947754
	Iteration 29Q: 3 clusters Score -280411.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -280411.875000 Penalty: 2523.947754
	Iteration 30F: 3 clusters Score -280411.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (2706 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Entering Unmasked Estep 
Score: -339017.156250 Penalty: 1284.274414
	Iteration 0F: 2 clusters Score -339017.2 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 1330 members 
Entering Unmasked Estep 
Score: -336485.968750 Penalty: 2568.548828
	Iteration 0F: 3 clusters Score -336486 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -337066.718750 Penalty: 2568.548828
	Iteration 1F: 3 clusters Score -337066.7 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -337199.875000 Penalty: 2568.548828
	Iteration 2F: 3 clusters Score -337199.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -337275.593750 Penalty: 2568.548828
	Iteration 3Q: 3 clusters Score -337275.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -337328.187500 Penalty: 2568.548828
	Iteration 4Q: 3 clusters Score -337328.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -337363.531250 Penalty: 2568.548828
	Iteration 5Q: 3 clusters Score -337363.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -337389.031250 Penalty: 2568.548828
	Iteration 6Q: 3 clusters Score -337389 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -337412.062500 Penalty: 2568.548828
	Iteration 7Q: 3 clusters Score -337412.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -337431.406250 Penalty: 2568.548828
	Iteration 8Q: 3 clusters Score -337431.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -337443.218750 Penalty: 2568.548828
	Iteration 9Q: 3 clusters Score -337443.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -337456.937500 Penalty: 2568.548828
	Iteration 10Q: 3 clusters Score -337456.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -337469.687500 Penalty: 2568.548828
	Iteration 11Q: 3 clusters Score -337469.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -337480.375000 Penalty: 2568.548828
	Iteration 12Q: 3 clusters Score -337480.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -337489.687500 Penalty: 2568.548828
	Iteration 13Q: 3 clusters Score -337489.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -337495.031250 Penalty: 2568.548828
	Iteration 14Q: 3 clusters Score -337495 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -337502.687500 Penalty: 2568.548828
	Iteration 15Q: 3 clusters Score -337502.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -337513.031250 Penalty: 2568.548828
	Iteration 16Q: 3 clusters Score -337513 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -337521.718750 Penalty: 2568.548828
	Iteration 17Q: 3 clusters Score -337521.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -337529.093750 Penalty: 2568.548828
	Iteration 18Q: 3 clusters Score -337529.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -337535.843750 Penalty: 2568.548828
	Iteration 19Q: 3 clusters Score -337535.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -337544.187500 Penalty: 2568.548828
	Iteration 20F: 3 clusters Score -337544.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -337553.468750 Penalty: 2568.548828
	Iteration 21Q: 3 clusters Score -337553.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -337559.218750 Penalty: 2568.548828
	Iteration 22Q: 3 clusters Score -337559.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -337561.062500 Penalty: 2568.548828
	Iteration 23Q: 3 clusters Score -337561.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -337563.093750 Penalty: 2568.548828
	Iteration 24Q: 3 clusters Score -337563.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -337565.062500 Penalty: 2568.548828
	Iteration 25Q: 3 clusters Score -337565.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -337566.593750 Penalty: 2568.548828
	Iteration 26Q: 3 clusters Score -337566.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -337567.968750 Penalty: 2568.548828
	Iteration 27Q: 3 clusters Score -337568 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -337570.906250 Penalty: 2568.548828
	Iteration 28Q: 3 clusters Score -337570.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -337575.281250 Penalty: 2568.548828
	Iteration 29Q: 3 clusters Score -337575.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -337579.343750 Penalty: 2568.548828
	Iteration 30Q: 3 clusters Score -337579.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -337586.093750 Penalty: 2568.548828
	Iteration 31Q: 3 clusters Score -337586.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -337591.937500 Penalty: 2568.548828
	Iteration 32Q: 3 clusters Score -337591.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -337594.625000 Penalty: 2568.548828
	Iteration 33Q: 3 clusters Score -337594.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -337596.875000 Penalty: 2568.548828
	Iteration 34Q: 3 clusters Score -337596.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -337600.875000 Penalty: 2568.548828
	Iteration 35Q: 3 clusters Score -337600.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -337603.250000 Penalty: 2568.548828
	Iteration 36Q: 3 clusters Score -337603.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -337605.500000 Penalty: 2568.548828
	Iteration 37Q: 3 clusters Score -337605.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -337606.468750 Penalty: 2568.548828
	Iteration 38Q: 3 clusters Score -337606.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -337607.093750 Penalty: 2568.548828
	Iteration 39Q: 3 clusters Score -337607.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -337607.937500 Penalty: 2568.548828
	Iteration 40F: 3 clusters Score -337607.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -337608.406250 Penalty: 2568.548828
	Iteration 41Q: 3 clusters Score -337608.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -337609.218750 Penalty: 2568.548828
	Iteration 42Q: 3 clusters Score -337609.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -337609.875000 Penalty: 2568.548828
	Iteration 43Q: 3 clusters Score -337609.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -337611.906250 Penalty: 2568.548828
	Iteration 44Q: 3 clusters Score -337611.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -337613.656250 Penalty: 2568.548828
	Iteration 45Q: 3 clusters Score -337613.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -337615.468750 Penalty: 2568.548828
	Iteration 46Q: 3 clusters Score -337615.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -337616.812500 Penalty: 2568.548828
	Iteration 47Q: 3 clusters Score -337616.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -337619.281250 Penalty: 2568.548828
	Iteration 48Q: 3 clusters Score -337619.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -337623.531250 Penalty: 2568.548828
	Iteration 49Q: 3 clusters Score -337623.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -337628.937500 Penalty: 2568.548828
	Iteration 50Q: 3 clusters Score -337628.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -337636.843750 Penalty: 2568.548828
	Iteration 51Q: 3 clusters Score -337636.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -337641.562500 Penalty: 2568.548828
	Iteration 52Q: 3 clusters Score -337641.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -337645.906250 Penalty: 2568.548828
	Iteration 53Q: 3 clusters Score -337645.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -337647.406250 Penalty: 2568.548828
	Iteration 54Q: 3 clusters Score -337647.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -337650.937500 Penalty: 2568.548828
	Iteration 55Q: 3 clusters Score -337650.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -337654.687500 Penalty: 2568.548828
	Iteration 56Q: 3 clusters Score -337654.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -337655.625000 Penalty: 2568.548828
	Iteration 57Q: 3 clusters Score -337655.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -337657.343750 Penalty: 2568.548828
	Iteration 58Q: 3 clusters Score -337657.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -337657.656250 Penalty: 2568.548828
	Iteration 59Q: 3 clusters Score -337657.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -337658.312500 Penalty: 2568.548828
	Iteration 60F: 3 clusters Score -337658.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1983 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Entering Unmasked Estep 
Score: -227618.984375 Penalty: 1233.759521
	Iteration 0F: 2 clusters Score -227619 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 1015 members 
Entering Unmasked Estep 
Score: -225680.390625 Penalty: 2467.519043
	Iteration 0F: 3 clusters Score -225680.4 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -226364.046875 Penalty: 2467.519043
	Iteration 1F: 3 clusters Score -226364 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -226749.203125 Penalty: 2467.519043
	Iteration 2F: 3 clusters Score -226749.2 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -227167.984375 Penalty: 2467.519043
	Iteration 3F: 3 clusters Score -227168 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -227434.890625 Penalty: 2467.519043
	Iteration 4F: 3 clusters Score -227434.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -227644.656250 Penalty: 2467.519043
	Iteration 5F: 3 clusters Score -227644.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -227808.765625 Penalty: 2467.519043
	Iteration 6Q: 3 clusters Score -227808.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -227885.062500 Penalty: 2467.519043
	Iteration 7Q: 3 clusters Score -227885.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -227910.906250 Penalty: 2467.519043
	Iteration 8Q: 3 clusters Score -227910.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -227935.718750 Penalty: 2467.519043
	Iteration 9Q: 3 clusters Score -227935.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -227945.406250 Penalty: 2467.519043
	Iteration 10Q: 3 clusters Score -227945.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -227947.281250 Penalty: 2467.519043
	Iteration 11Q: 3 clusters Score -227947.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -227948.171875 Penalty: 2467.519043
	Iteration 12Q: 3 clusters Score -227948.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -227948.953125 Penalty: 2467.519043
	Iteration 13Q: 3 clusters Score -227949 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -227948.953125 Penalty: 2467.519043
	Iteration 14F: 3 clusters Score -227949 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 6776 members 
Mstep: Class 2 contains 2797 members 
Mstep: Class 3 contains 13299 members 
Mstep: Class 4 contains 2359 members 
Mstep: Class 5 contains 2706 members 
Mstep: Class 6 contains 1340 members 
Mstep: Class 7 contains 75457 members 
Mstep: Class 8 contains 11349 members 
Mstep: Class 9 contains 44418 members 
Mstep: Class 10 contains 14298 members 
Mstep: Class 11 contains 42064 members 
Mstep: Class 12 contains 47550 members 
Mstep: Class 13 contains 33886 members 
Mstep: Class 14 contains 5044 members 
Mstep: Class 15 contains 12882 members 
Mstep: Class 16 contains 31482 members 
Mstep: Class 17 contains 15256 members 
Mstep: Class 18 contains 14013 members 
Mstep: Class 19 contains 26494 members 
Mstep: Class 20 contains 1978 members 
Mstep: Class 21 contains 13424 members 
Mstep: Class 22 contains 435 members 
Mstep: Class 23 contains 26671 members 
Mstep: Class 24 contains 8338 members 
Mstep: Class 25 contains 37638 members 
Mstep: Class 26 contains 5769 members 
Mstep: Class 27 contains 31958 members 
Mstep: Class 28 contains 26548 members 
Mstep: Class 29 contains 19293 members 
Mstep: Class 30 contains 4070 members 
Mstep: Class 31 contains 18679 members 
Mstep: Class 32 contains 4842 members 
Mstep: Class 33 contains 3797 members 
Mstep: Class 34 contains 2335 members 
Mstep: Class 35 contains 5107 members 
Mstep: Class 36 contains 3381 members 
Mstep: Class 37 contains 2743 members 
Mstep: Class 38 contains 2151 members 
Mstep: Class 39 contains 1035 members 
Mstep: Class 40 contains 22179 members 
Mstep: Class 41 contains 3008 members 
Mstep: Class 42 contains 4862 members 
Mstep: Class 43 contains 12423 members 
Mstep: Class 44 contains 6405 members 
Mstep: Class 45 contains 142786 members 
Mstep: Class 46 contains 480 members 
Mstep: Class 47 contains 4127 members 
Mstep: Class 48 contains 643 members 
Entering Unmasked Estep 
Score: -100300800.000000 Penalty: 106219.062500
Splitting cluster 6 changes total score from -100301176.000000 to -100300800.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (75457 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75457 members 
Entering Unmasked Estep 
Score: -9579511.000000 Penalty: 1825.089233
	Iteration 0F: 2 clusters Score -9579511 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37646 members 
Mstep: Class 2 contains 37811 members 
Entering Unmasked Estep 
Score: -9529050.000000 Penalty: 3650.178467
	Iteration 0F: 3 clusters Score -9529050 nChanged 35845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38009 members 
Mstep: Class 2 contains 37448 members 
Entering Unmasked Estep 
Score: -9550012.000000 Penalty: 3650.178467
	Iteration 1F: 3 clusters Score -9550012 nChanged 3280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38633 members 
Mstep: Class 2 contains 36824 members 
Entering Unmasked Estep 
Score: -9551133.000000 Penalty: 3650.178467
	Iteration 2Q: 3 clusters Score -9551133 nChanged 3790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39639 members 
Mstep: Class 2 contains 35818 members 
Entering Unmasked Estep 
Score: -9552865.000000 Penalty: 3650.178467
	Iteration 3F: 3 clusters Score -9552865 nChanged 4370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40965 members 
Mstep: Class 2 contains 34492 members 
Entering Unmasked Estep 
Score: -9555019.000000 Penalty: 3650.178467
	Iteration 4F: 3 clusters Score -9555019 nChanged 4819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42414 members 
Mstep: Class 2 contains 33043 members 
Entering Unmasked Estep 
Score: -9557609.000000 Penalty: 3650.178467
	Iteration 5F: 3 clusters Score -9557609 nChanged 4757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43699 members 
Mstep: Class 2 contains 31758 members 
Entering Unmasked Estep 
Score: -9560038.000000 Penalty: 3650.178467
	Iteration 6F: 3 clusters Score -9560038 nChanged 4121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44534 members 
Mstep: Class 2 contains 30923 members 
Entering Unmasked Estep 
Score: -9561886.000000 Penalty: 3650.178467
	Iteration 7F: 3 clusters Score -9561886 nChanged 3309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44961 members 
Mstep: Class 2 contains 30496 members 
Entering Unmasked Estep 
Score: -9563043.000000 Penalty: 3650.178467
	Iteration 8Q: 3 clusters Score -9563043 nChanged 2457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45078 members 
Mstep: Class 2 contains 30379 members 
Entering Unmasked Estep 
Score: -9563659.000000 Penalty: 3650.178467
	Iteration 9Q: 3 clusters Score -9563659 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45056 members 
Mstep: Class 2 contains 30401 members 
Entering Unmasked Estep 
Score: -9564017.000000 Penalty: 3650.178467
	Iteration 10Q: 3 clusters Score -9564017 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44948 members 
Mstep: Class 2 contains 30509 members 
Entering Unmasked Estep 
Score: -9564268.000000 Penalty: 3650.178467
	Iteration 11Q: 3 clusters Score -9564268 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44732 members 
Mstep: Class 2 contains 30725 members 
Entering Unmasked Estep 
Score: -9564344.000000 Penalty: 3650.178467
	Iteration 12Q: 3 clusters Score -9564344 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44521 members 
Mstep: Class 2 contains 30936 members 
Entering Unmasked Estep 
Score: -9564445.000000 Penalty: 3650.178467
	Iteration 13Q: 3 clusters Score -9564445 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44286 members 
Mstep: Class 2 contains 31171 members 
Entering Unmasked Estep 
Score: -9564498.000000 Penalty: 3650.178467
	Iteration 14Q: 3 clusters Score -9564498 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43994 members 
Mstep: Class 2 contains 31463 members 
Entering Unmasked Estep 
Score: -9564529.000000 Penalty: 3650.178467
	Iteration 15Q: 3 clusters Score -9564529 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43665 members 
Mstep: Class 2 contains 31792 members 
Entering Unmasked Estep 
Score: -9564536.000000 Penalty: 3650.178467
	Iteration 16Q: 3 clusters Score -9564536 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43311 members 
Mstep: Class 2 contains 32146 members 
Entering Unmasked Estep 
Score: -9564560.000000 Penalty: 3650.178467
	Iteration 17Q: 3 clusters Score -9564560 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42904 members 
Mstep: Class 2 contains 32553 members 
Entering Unmasked Estep 
Score: -9564563.000000 Penalty: 3650.178467
	Iteration 18Q: 3 clusters Score -9564563 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42424 members 
Mstep: Class 2 contains 33033 members 
Entering Unmasked Estep 
Score: -9564634.000000 Penalty: 3650.178467
	Iteration 19Q: 3 clusters Score -9564634 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41874 members 
Mstep: Class 2 contains 33583 members 
Entering Unmasked Estep 
Score: -9564702.000000 Penalty: 3650.178467
	Iteration 20F: 3 clusters Score -9564702 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41209 members 
Mstep: Class 2 contains 34248 members 
Entering Unmasked Estep 
Score: -9564817.000000 Penalty: 3650.178467
	Iteration 21Q: 3 clusters Score -9564817 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40455 members 
Mstep: Class 2 contains 35002 members 
Entering Unmasked Estep 
Score: -9564884.000000 Penalty: 3650.178467
	Iteration 22Q: 3 clusters Score -9564884 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39593 members 
Mstep: Class 2 contains 35864 members 
Entering Unmasked Estep 
Score: -9565019.000000 Penalty: 3650.178467
	Iteration 23Q: 3 clusters Score -9565019 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38623 members 
Mstep: Class 2 contains 36834 members 
Entering Unmasked Estep 
Score: -9565208.000000 Penalty: 3650.178467
	Iteration 24Q: 3 clusters Score -9565208 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37477 members 
Mstep: Class 2 contains 37980 members 
Entering Unmasked Estep 
Score: -9565406.000000 Penalty: 3650.178467
	Iteration 25Q: 3 clusters Score -9565406 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36136 members 
Mstep: Class 2 contains 39321 members 
Entering Unmasked Estep 
Score: -9565630.000000 Penalty: 3650.178467
	Iteration 26Q: 3 clusters Score -9565630 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34558 members 
Mstep: Class 2 contains 40899 members 
Entering Unmasked Estep 
Score: -9565964.000000 Penalty: 3650.178467
	Iteration 27Q: 3 clusters Score -9565964 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32712 members 
Mstep: Class 2 contains 42745 members 
Entering Unmasked Estep 
Score: -9566481.000000 Penalty: 3650.178467
	Iteration 28Q: 3 clusters Score -9566481 nChanged 2051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30663 members 
Mstep: Class 2 contains 44794 members 
Entering Unmasked Estep 
Score: -9567096.000000 Penalty: 3650.178467
	Iteration 29Q: 3 clusters Score -9567096 nChanged 2283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28380 members 
Mstep: Class 2 contains 47077 members 
Entering Unmasked Estep 
Score: -9567788.000000 Penalty: 3650.178467
	Iteration 30Q: 3 clusters Score -9567788 nChanged 2536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25844 members 
Mstep: Class 2 contains 49613 members 
Entering Unmasked Estep 
Score: -9568658.000000 Penalty: 3650.178467
	Iteration 31Q: 3 clusters Score -9568658 nChanged 2707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23137 members 
Mstep: Class 2 contains 52320 members 
Entering Unmasked Estep 
Score: -9569731.000000 Penalty: 3650.178467
	Iteration 32Q: 3 clusters Score -9569731 nChanged 2712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20425 members 
Mstep: Class 2 contains 55032 members 
Entering Unmasked Estep 
Score: -9570724.000000 Penalty: 3650.178467
	Iteration 33Q: 3 clusters Score -9570724 nChanged 2744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17681 members 
Mstep: Class 2 contains 57776 members 
Entering Unmasked Estep 
Score: -9571832.000000 Penalty: 3650.178467
	Iteration 34Q: 3 clusters Score -9571832 nChanged 2622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15059 members 
Mstep: Class 2 contains 60398 members 
Entering Unmasked Estep 
Score: -9572948.000000 Penalty: 3650.178467
	Iteration 35Q: 3 clusters Score -9572948 nChanged 2434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12625 members 
Mstep: Class 2 contains 62832 members 
Entering Unmasked Estep 
Score: -9574027.000000 Penalty: 3650.178467
	Iteration 36Q: 3 clusters Score -9574027 nChanged 2128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10497 members 
Mstep: Class 2 contains 64960 members 
Entering Unmasked Estep 
Score: -9575017.000000 Penalty: 3650.178467
	Iteration 37Q: 3 clusters Score -9575017 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8665 members 
Mstep: Class 2 contains 66792 members 
Entering Unmasked Estep 
Score: -9575783.000000 Penalty: 3650.178467
	Iteration 38Q: 3 clusters Score -9575783 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7196 members 
Mstep: Class 2 contains 68261 members 
Entering Unmasked Estep 
Score: -9576341.000000 Penalty: 3650.178467
	Iteration 39Q: 3 clusters Score -9576341 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5965 members 
Mstep: Class 2 contains 69492 members 
Entering Unmasked Estep 
Score: -9576819.000000 Penalty: 3650.178467
	Iteration 40F: 3 clusters Score -9576819 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 70431 members 
Entering Unmasked Estep 
Score: -9577172.000000 Penalty: 3650.178467
	Iteration 41Q: 3 clusters Score -9577172 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 71208 members 
Entering Unmasked Estep 
Score: -9577421.000000 Penalty: 3650.178467
	Iteration 42Q: 3 clusters Score -9577421 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 71791 members 
Entering Unmasked Estep 
Score: -9577625.000000 Penalty: 3650.178467
	Iteration 43Q: 3 clusters Score -9577625 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 72229 members 
Entering Unmasked Estep 
Score: -9577782.000000 Penalty: 3650.178467
	Iteration 44Q: 3 clusters Score -9577782 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 72552 members 
Entering Unmasked Estep 
Score: -9577862.000000 Penalty: 3650.178467
	Iteration 45Q: 3 clusters Score -9577862 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 72818 members 
Entering Unmasked Estep 
Score: -9577925.000000 Penalty: 3650.178467
	Iteration 46Q: 3 clusters Score -9577925 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 73001 members 
Entering Unmasked Estep 
Score: -9577991.000000 Penalty: 3650.178467
	Iteration 47Q: 3 clusters Score -9577991 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 73152 members 
Entering Unmasked Estep 
Score: -9578010.000000 Penalty: 3650.178467
	Iteration 48Q: 3 clusters Score -9578010 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 73272 members 
Entering Unmasked Estep 
Score: -9578047.000000 Penalty: 3650.178467
	Iteration 49Q: 3 clusters Score -9578047 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 73372 members 
Entering Unmasked Estep 
Score: -9578072.000000 Penalty: 3650.178467
	Iteration 50Q: 3 clusters Score -9578072 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 73456 members 
Entering Unmasked Estep 
Score: -9578102.000000 Penalty: 3650.178467
	Iteration 51Q: 3 clusters Score -9578102 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 73521 members 
Entering Unmasked Estep 
Score: -9578113.000000 Penalty: 3650.178467
	Iteration 52Q: 3 clusters Score -9578113 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 73573 members 
Entering Unmasked Estep 
Score: -9578154.000000 Penalty: 3650.178467
	Iteration 53Q: 3 clusters Score -9578154 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 73623 members 
Entering Unmasked Estep 
Score: -9578146.000000 Penalty: 3650.178467
	Iteration 54Q: 3 clusters Score -9578146 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 73673 members 
Entering Unmasked Estep 
Score: -9578151.000000 Penalty: 3650.178467
	Iteration 55Q: 3 clusters Score -9578151 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 73717 members 
Entering Unmasked Estep 
Score: -9578176.000000 Penalty: 3650.178467
	Iteration 56Q: 3 clusters Score -9578176 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 73770 members 
Entering Unmasked Estep 
Score: -9578188.000000 Penalty: 3650.178467
	Iteration 57Q: 3 clusters Score -9578188 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 73801 members 
Entering Unmasked Estep 
Score: -9578192.000000 Penalty: 3650.178467
	Iteration 58Q: 3 clusters Score -9578192 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 73830 members 
Entering Unmasked Estep 
Score: -9578190.000000 Penalty: 3650.178467
	Iteration 59Q: 3 clusters Score -9578190 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 73847 members 
Entering Unmasked Estep 
Score: -9578202.000000 Penalty: 3650.178467
	Iteration 60F: 3 clusters Score -9578202 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 73861 members 
Entering Unmasked Estep 
Score: -9578216.000000 Penalty: 3650.178467
	Iteration 61Q: 3 clusters Score -9578216 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 73878 members 
Entering Unmasked Estep 
Score: -9578211.000000 Penalty: 3650.178467
	Iteration 62Q: 3 clusters Score -9578211 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 73883 members 
Entering Unmasked Estep 
Score: -9578215.000000 Penalty: 3650.178467
	Iteration 63Q: 3 clusters Score -9578215 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 73889 members 
Entering Unmasked Estep 
Score: -9578228.000000 Penalty: 3650.178467
	Iteration 64Q: 3 clusters Score -9578228 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 73897 members 
Entering Unmasked Estep 
Score: -9578239.000000 Penalty: 3650.178467
	Iteration 65Q: 3 clusters Score -9578239 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 73902 members 
Entering Unmasked Estep 
Score: -9578234.000000 Penalty: 3650.178467
	Iteration 66Q: 3 clusters Score -9578234 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 73907 members 
Entering Unmasked Estep 
Score: -9578231.000000 Penalty: 3650.178467
	Iteration 67Q: 3 clusters Score -9578231 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 73911 members 
Entering Unmasked Estep 
Score: -9578222.000000 Penalty: 3650.178467
	Iteration 68Q: 3 clusters Score -9578222 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 73915 members 
Entering Unmasked Estep 
Score: -9578225.000000 Penalty: 3650.178467
	Iteration 69Q: 3 clusters Score -9578225 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 73917 members 
Entering Unmasked Estep 
Score: -9578227.000000 Penalty: 3650.178467
	Iteration 70Q: 3 clusters Score -9578227 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 73919 members 
Entering Unmasked Estep 
Score: -9578232.000000 Penalty: 3650.178467
	Iteration 71Q: 3 clusters Score -9578232 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 73920 members 
Entering Unmasked Estep 
Score: -9578230.000000 Penalty: 3650.178467
	Iteration 72Q: 3 clusters Score -9578230 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 73921 members 
Entering Unmasked Estep 
Score: -9578234.000000 Penalty: 3650.178467
	Iteration 73Q: 3 clusters Score -9578234 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 73922 members 
Entering Unmasked Estep 
Score: -9578233.000000 Penalty: 3650.178467
	Iteration 74Q: 3 clusters Score -9578233 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 73924 members 
Entering Unmasked Estep 
Score: -9578233.000000 Penalty: 3650.178467
	Iteration 75Q: 3 clusters Score -9578233 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 73925 members 
Entering Unmasked Estep 
Score: -9578226.000000 Penalty: 3650.178467
	Iteration 76Q: 3 clusters Score -9578226 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 73925 members 
Entering Unmasked Estep 
Score: -9578229.000000 Penalty: 3650.178467
	Iteration 77Q: 3 clusters Score -9578229 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 73927 members 
Entering Unmasked Estep 
Score: -9578223.000000 Penalty: 3650.178467
	Iteration 78Q: 3 clusters Score -9578223 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 73928 members 
Entering Unmasked Estep 
Score: -9578218.000000 Penalty: 3650.178467
	Iteration 79Q: 3 clusters Score -9578218 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 73929 members 
Entering Unmasked Estep 
Score: -9578223.000000 Penalty: 3650.178467
	Iteration 80F: 3 clusters Score -9578223 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 73930 members 
Entering Unmasked Estep 
Score: -9578222.000000 Penalty: 3650.178467
	Iteration 81Q: 3 clusters Score -9578222 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 73930 members 
Entering Unmasked Estep 
Score: -9578222.000000 Penalty: 3650.178467
	Iteration 82F: 3 clusters Score -9578222 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (11349 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11349 members 
Entering Unmasked Estep 
Score: -1324423.875000 Penalty: 1517.243774
	Iteration 0F: 2 clusters Score -1324424 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5646 members 
Mstep: Class 2 contains 5703 members 
Entering Unmasked Estep 
Score: -1316444.875000 Penalty: 3034.487549
	Iteration 0F: 3 clusters Score -1316445 nChanged 4902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 6077 members 
Entering Unmasked Estep 
Score: -1319452.750000 Penalty: 3034.487549
	Iteration 1F: 3 clusters Score -1319453 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 6315 members 
Entering Unmasked Estep 
Score: -1320077.500000 Penalty: 3034.487549
	Iteration 2F: 3 clusters Score -1320078 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 6541 members 
Entering Unmasked Estep 
Score: -1320610.125000 Penalty: 3034.487549
	Iteration 3F: 3 clusters Score -1320610 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 6763 members 
Entering Unmasked Estep 
Score: -1321035.625000 Penalty: 3034.487549
	Iteration 4F: 3 clusters Score -1321036 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 6982 members 
Entering Unmasked Estep 
Score: -1321301.625000 Penalty: 3034.487549
	Iteration 5Q: 3 clusters Score -1321302 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 7224 members 
Entering Unmasked Estep 
Score: -1321495.625000 Penalty: 3034.487549
	Iteration 6Q: 3 clusters Score -1321496 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 7472 members 
Entering Unmasked Estep 
Score: -1321651.000000 Penalty: 3034.487549
	Iteration 7Q: 3 clusters Score -1321651 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 7707 members 
Entering Unmasked Estep 
Score: -1321777.250000 Penalty: 3034.487549
	Iteration 8Q: 3 clusters Score -1321777 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 7928 members 
Entering Unmasked Estep 
Score: -1321895.250000 Penalty: 3034.487549
	Iteration 9Q: 3 clusters Score -1321895 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 8154 members 
Entering Unmasked Estep 
Score: -1322032.500000 Penalty: 3034.487549
	Iteration 10Q: 3 clusters Score -1322032 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 8404 members 
Entering Unmasked Estep 
Score: -1322186.375000 Penalty: 3034.487549
	Iteration 11Q: 3 clusters Score -1322186 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 8670 members 
Entering Unmasked Estep 
Score: -1322348.125000 Penalty: 3034.487549
	Iteration 12Q: 3 clusters Score -1322348 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 8938 members 
Entering Unmasked Estep 
Score: -1322506.250000 Penalty: 3034.487549
	Iteration 13Q: 3 clusters Score -1322506 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 9191 members 
Entering Unmasked Estep 
Score: -1322641.000000 Penalty: 3034.487549
	Iteration 14Q: 3 clusters Score -1322641 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 9418 members 
Entering Unmasked Estep 
Score: -1322776.875000 Penalty: 3034.487549
	Iteration 15Q: 3 clusters Score -1322777 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 9630 members 
Entering Unmasked Estep 
Score: -1322903.375000 Penalty: 3034.487549
	Iteration 16Q: 3 clusters Score -1322903 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 9811 members 
Entering Unmasked Estep 
Score: -1322989.125000 Penalty: 3034.487549
	Iteration 17Q: 3 clusters Score -1322989 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 9982 members 
Entering Unmasked Estep 
Score: -1323084.000000 Penalty: 3034.487549
	Iteration 18Q: 3 clusters Score -1323084 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 10131 members 
Entering Unmasked Estep 
Score: -1323168.250000 Penalty: 3034.487549
	Iteration 19Q: 3 clusters Score -1323168 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 10237 members 
Entering Unmasked Estep 
Score: -1323213.500000 Penalty: 3034.487549
	Iteration 20F: 3 clusters Score -1323214 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 10338 members 
Entering Unmasked Estep 
Score: -1323271.375000 Penalty: 3034.487549
	Iteration 21Q: 3 clusters Score -1323271 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 10422 members 
Entering Unmasked Estep 
Score: -1323311.750000 Penalty: 3034.487549
	Iteration 22Q: 3 clusters Score -1323312 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 10490 members 
Entering Unmasked Estep 
Score: -1323351.500000 Penalty: 3034.487549
	Iteration 23Q: 3 clusters Score -1323352 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 10543 members 
Entering Unmasked Estep 
Score: -1323389.375000 Penalty: 3034.487549
	Iteration 24Q: 3 clusters Score -1323389 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 10595 members 
Entering Unmasked Estep 
Score: -1323424.250000 Penalty: 3034.487549
	Iteration 25Q: 3 clusters Score -1323424 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 10630 members 
Entering Unmasked Estep 
Score: -1323446.875000 Penalty: 3034.487549
	Iteration 26Q: 3 clusters Score -1323447 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 10655 members 
Entering Unmasked Estep 
Score: -1323463.375000 Penalty: 3034.487549
	Iteration 27Q: 3 clusters Score -1323463 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 10675 members 
Entering Unmasked Estep 
Score: -1323478.500000 Penalty: 3034.487549
	Iteration 28Q: 3 clusters Score -1323478 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 10690 members 
Entering Unmasked Estep 
Score: -1323486.500000 Penalty: 3034.487549
	Iteration 29Q: 3 clusters Score -1323486 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 10700 members 
Entering Unmasked Estep 
Score: -1323496.125000 Penalty: 3034.487549
	Iteration 30Q: 3 clusters Score -1323496 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 10709 members 
Entering Unmasked Estep 
Score: -1323503.000000 Penalty: 3034.487549
	Iteration 31Q: 3 clusters Score -1323503 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 10717 members 
Entering Unmasked Estep 
Score: -1323504.625000 Penalty: 3034.487549
	Iteration 32Q: 3 clusters Score -1323505 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 10724 members 
Entering Unmasked Estep 
Score: -1323509.625000 Penalty: 3034.487549
	Iteration 33Q: 3 clusters Score -1323510 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 10730 members 
Entering Unmasked Estep 
Score: -1323516.250000 Penalty: 3034.487549
	Iteration 34Q: 3 clusters Score -1323516 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 10735 members 
Entering Unmasked Estep 
Score: -1323515.375000 Penalty: 3034.487549
	Iteration 35Q: 3 clusters Score -1323515 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 10735 members 
Entering Unmasked Estep 
Score: -1323515.375000 Penalty: 3034.487549
	Iteration 36F: 3 clusters Score -1323515 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (44418 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44418 members 
Entering Unmasked Estep 
Score: -5596625.000000 Penalty: 1738.977417
	Iteration 0F: 2 clusters Score -5596625 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22152 members 
Mstep: Class 2 contains 22266 members 
Entering Unmasked Estep 
Score: -5567018.500000 Penalty: 3477.954834
	Iteration 0F: 3 clusters Score -5567018 nChanged 20630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21188 members 
Mstep: Class 2 contains 23230 members 
Entering Unmasked Estep 
Score: -5578849.000000 Penalty: 3477.954834
	Iteration 1F: 3 clusters Score -5578849 nChanged 2010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20562 members 
Mstep: Class 2 contains 23856 members 
Entering Unmasked Estep 
Score: -5579532.500000 Penalty: 3477.954834
	Iteration 2Q: 3 clusters Score -5579532 nChanged 2025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19671 members 
Mstep: Class 2 contains 24747 members 
Entering Unmasked Estep 
Score: -5580229.500000 Penalty: 3477.954834
	Iteration 3Q: 3 clusters Score -5580230 nChanged 2110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18397 members 
Mstep: Class 2 contains 26021 members 
Entering Unmasked Estep 
Score: -5581139.000000 Penalty: 3477.954834
	Iteration 4Q: 3 clusters Score -5581139 nChanged 2359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16750 members 
Mstep: Class 2 contains 27668 members 
Entering Unmasked Estep 
Score: -5582353.000000 Penalty: 3477.954834
	Iteration 5F: 3 clusters Score -5582353 nChanged 2449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14797 members 
Mstep: Class 2 contains 29621 members 
Entering Unmasked Estep 
Score: -5583798.500000 Penalty: 3477.954834
	Iteration 6F: 3 clusters Score -5583798 nChanged 2559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12558 members 
Mstep: Class 2 contains 31860 members 
Entering Unmasked Estep 
Score: -5585568.000000 Penalty: 3477.954834
	Iteration 7F: 3 clusters Score -5585568 nChanged 2501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10235 members 
Mstep: Class 2 contains 34183 members 
Entering Unmasked Estep 
Score: -5587536.500000 Penalty: 3477.954834
	Iteration 8F: 3 clusters Score -5587536 nChanged 2412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7971 members 
Mstep: Class 2 contains 36447 members 
Entering Unmasked Estep 
Score: -5589569.500000 Penalty: 3477.954834
	Iteration 9F: 3 clusters Score -5589570 nChanged 1994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6095 members 
Mstep: Class 2 contains 38323 members 
Entering Unmasked Estep 
Score: -5591287.000000 Penalty: 3477.954834
	Iteration 10Q: 3 clusters Score -5591287 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 39707 members 
Entering Unmasked Estep 
Score: -5592465.500000 Penalty: 3477.954834
	Iteration 11Q: 3 clusters Score -5592466 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 40711 members 
Entering Unmasked Estep 
Score: -5593282.000000 Penalty: 3477.954834
	Iteration 12Q: 3 clusters Score -5593282 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 41442 members 
Entering Unmasked Estep 
Score: -5593861.500000 Penalty: 3477.954834
	Iteration 13Q: 3 clusters Score -5593862 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 41949 members 
Entering Unmasked Estep 
Score: -5594271.000000 Penalty: 3477.954834
	Iteration 14Q: 3 clusters Score -5594271 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 42312 members 
Entering Unmasked Estep 
Score: -5594560.000000 Penalty: 3477.954834
	Iteration 15Q: 3 clusters Score -5594560 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 42568 members 
Entering Unmasked Estep 
Score: -5594772.000000 Penalty: 3477.954834
	Iteration 16Q: 3 clusters Score -5594772 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 42779 members 
Entering Unmasked Estep 
Score: -5594926.500000 Penalty: 3477.954834
	Iteration 17Q: 3 clusters Score -5594926 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 42926 members 
Entering Unmasked Estep 
Score: -5595038.500000 Penalty: 3477.954834
	Iteration 18Q: 3 clusters Score -5595038 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 43032 members 
Entering Unmasked Estep 
Score: -5595125.000000 Penalty: 3477.954834
	Iteration 19Q: 3 clusters Score -5595125 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 43127 members 
Entering Unmasked Estep 
Score: -5595177.500000 Penalty: 3477.954834
	Iteration 20F: 3 clusters Score -5595178 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 43193 members 
Entering Unmasked Estep 
Score: -5595225.000000 Penalty: 3477.954834
	Iteration 21Q: 3 clusters Score -5595225 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 43237 members 
Entering Unmasked Estep 
Score: -5595267.500000 Penalty: 3477.954834
	Iteration 22Q: 3 clusters Score -5595268 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 43281 members 
Entering Unmasked Estep 
Score: -5595318.500000 Penalty: 3477.954834
	Iteration 23Q: 3 clusters Score -5595318 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 43310 members 
Entering Unmasked Estep 
Score: -5595350.500000 Penalty: 3477.954834
	Iteration 24Q: 3 clusters Score -5595350 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 43341 members 
Entering Unmasked Estep 
Score: -5595384.500000 Penalty: 3477.954834
	Iteration 25Q: 3 clusters Score -5595384 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 43371 members 
Entering Unmasked Estep 
Score: -5595427.500000 Penalty: 3477.954834
	Iteration 26Q: 3 clusters Score -5595428 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 43395 members 
Entering Unmasked Estep 
Score: -5595473.000000 Penalty: 3477.954834
	Iteration 27Q: 3 clusters Score -5595473 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 43413 members 
Entering Unmasked Estep 
Score: -5595530.500000 Penalty: 3477.954834
	Iteration 28Q: 3 clusters Score -5595530 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 43416 members 
Entering Unmasked Estep 
Score: -5595616.500000 Penalty: 3477.954834
	Iteration 29Q: 3 clusters Score -5595616 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 43412 members 
Entering Unmasked Estep 
Score: -5595676.000000 Penalty: 3477.954834
	Iteration 30Q: 3 clusters Score -5595676 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 43397 members 
Entering Unmasked Estep 
Score: -5595710.500000 Penalty: 3477.954834
	Iteration 31Q: 3 clusters Score -5595710 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 43378 members 
Entering Unmasked Estep 
Score: -5595734.000000 Penalty: 3477.954834
	Iteration 32Q: 3 clusters Score -5595734 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 43358 members 
Entering Unmasked Estep 
Score: -5595746.000000 Penalty: 3477.954834
	Iteration 33Q: 3 clusters Score -5595746 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 43343 members 
Entering Unmasked Estep 
Score: -5595753.500000 Penalty: 3477.954834
	Iteration 34Q: 3 clusters Score -5595754 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 43334 members 
Entering Unmasked Estep 
Score: -5595749.500000 Penalty: 3477.954834
	Iteration 35Q: 3 clusters Score -5595750 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 43326 members 
Entering Unmasked Estep 
Score: -5595763.000000 Penalty: 3477.954834
	Iteration 36Q: 3 clusters Score -5595763 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 43316 members 
Entering Unmasked Estep 
Score: -5595768.000000 Penalty: 3477.954834
	Iteration 37Q: 3 clusters Score -5595768 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 43309 members 
Entering Unmasked Estep 
Score: -5595772.000000 Penalty: 3477.954834
	Iteration 38Q: 3 clusters Score -5595772 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 43300 members 
Entering Unmasked Estep 
Score: -5595773.500000 Penalty: 3477.954834
	Iteration 39Q: 3 clusters Score -5595774 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 43289 members 
Entering Unmasked Estep 
Score: -5595785.500000 Penalty: 3477.954834
	Iteration 40F: 3 clusters Score -5595786 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 43284 members 
Entering Unmasked Estep 
Score: -5595788.000000 Penalty: 3477.954834
	Iteration 41Q: 3 clusters Score -5595788 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 43274 members 
Entering Unmasked Estep 
Score: -5595790.500000 Penalty: 3477.954834
	Iteration 42Q: 3 clusters Score -5595790 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 43258 members 
Entering Unmasked Estep 
Score: -5595792.000000 Penalty: 3477.954834
	Iteration 43Q: 3 clusters Score -5595792 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 43246 members 
Entering Unmasked Estep 
Score: -5595786.500000 Penalty: 3477.954834
	Iteration 44Q: 3 clusters Score -5595786 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 43236 members 
Entering Unmasked Estep 
Score: -5595797.000000 Penalty: 3477.954834
	Iteration 45Q: 3 clusters Score -5595797 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 43226 members 
Entering Unmasked Estep 
Score: -5595800.000000 Penalty: 3477.954834
	Iteration 46Q: 3 clusters Score -5595800 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 43213 members 
Entering Unmasked Estep 
Score: -5595804.000000 Penalty: 3477.954834
	Iteration 47Q: 3 clusters Score -5595804 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 43201 members 
Entering Unmasked Estep 
Score: -5595808.500000 Penalty: 3477.954834
	Iteration 48Q: 3 clusters Score -5595808 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 43193 members 
Entering Unmasked Estep 
Score: -5595815.000000 Penalty: 3477.954834
	Iteration 49Q: 3 clusters Score -5595815 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 43190 members 
Entering Unmasked Estep 
Score: -5595812.000000 Penalty: 3477.954834
	Iteration 50Q: 3 clusters Score -5595812 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 43184 members 
Entering Unmasked Estep 
Score: -5595813.500000 Penalty: 3477.954834
	Iteration 51Q: 3 clusters Score -5595814 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 43181 members 
Entering Unmasked Estep 
Score: -5595814.000000 Penalty: 3477.954834
	Iteration 52Q: 3 clusters Score -5595814 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 43178 members 
Entering Unmasked Estep 
Score: -5595816.500000 Penalty: 3477.954834
	Iteration 53Q: 3 clusters Score -5595816 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 43176 members 
Entering Unmasked Estep 
Score: -5595817.000000 Penalty: 3477.954834
	Iteration 54Q: 3 clusters Score -5595817 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 43176 members 
Entering Unmasked Estep 
Score: -5595817.000000 Penalty: 3477.954834
	Iteration 55F: 3 clusters Score -5595817 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (14298 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14298 members 
Entering Unmasked Estep 
Score: -1805479.125000 Penalty: 1554.779663
	Iteration 0F: 2 clusters Score -1805479 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7131 members 
Mstep: Class 2 contains 7167 members 
Entering Unmasked Estep 
Score: -1795535.750000 Penalty: 3109.559326
	Iteration 0F: 3 clusters Score -1795536 nChanged 6388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7065 members 
Mstep: Class 2 contains 7233 members 
Entering Unmasked Estep 
Score: -1799132.750000 Penalty: 3109.559326
	Iteration 1F: 3 clusters Score -1799133 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7042 members 
Mstep: Class 2 contains 7256 members 
Entering Unmasked Estep 
Score: -1799544.000000 Penalty: 3109.559326
	Iteration 2F: 3 clusters Score -1799544 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6992 members 
Mstep: Class 2 contains 7306 members 
Entering Unmasked Estep 
Score: -1799953.875000 Penalty: 3109.559326
	Iteration 3F: 3 clusters Score -1799954 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6941 members 
Mstep: Class 2 contains 7357 members 
Entering Unmasked Estep 
Score: -1800397.250000 Penalty: 3109.559326
	Iteration 4F: 3 clusters Score -1800397 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6935 members 
Mstep: Class 2 contains 7363 members 
Entering Unmasked Estep 
Score: -1800871.625000 Penalty: 3109.559326
	Iteration 5F: 3 clusters Score -1800872 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6989 members 
Mstep: Class 2 contains 7309 members 
Entering Unmasked Estep 
Score: -1801312.750000 Penalty: 3109.559326
	Iteration 6F: 3 clusters Score -1801313 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7089 members 
Mstep: Class 2 contains 7209 members 
Entering Unmasked Estep 
Score: -1801726.000000 Penalty: 3109.559326
	Iteration 7Q: 3 clusters Score -1801726 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7241 members 
Mstep: Class 2 contains 7057 members 
Entering Unmasked Estep 
Score: -1802177.250000 Penalty: 3109.559326
	Iteration 8Q: 3 clusters Score -1802177 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7407 members 
Mstep: Class 2 contains 6891 members 
Entering Unmasked Estep 
Score: -1802656.250000 Penalty: 3109.559326
	Iteration 9Q: 3 clusters Score -1802656 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7526 members 
Mstep: Class 2 contains 6772 members 
Entering Unmasked Estep 
Score: -1803148.875000 Penalty: 3109.559326
	Iteration 10Q: 3 clusters Score -1803149 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7620 members 
Mstep: Class 2 contains 6678 members 
Entering Unmasked Estep 
Score: -1803599.125000 Penalty: 3109.559326
	Iteration 11Q: 3 clusters Score -1803599 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7655 members 
Mstep: Class 2 contains 6643 members 
Entering Unmasked Estep 
Score: -1803977.125000 Penalty: 3109.559326
	Iteration 12Q: 3 clusters Score -1803977 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7672 members 
Mstep: Class 2 contains 6626 members 
Entering Unmasked Estep 
Score: -1804202.125000 Penalty: 3109.559326
	Iteration 13Q: 3 clusters Score -1804202 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7685 members 
Mstep: Class 2 contains 6613 members 
Entering Unmasked Estep 
Score: -1804336.875000 Penalty: 3109.559326
	Iteration 14Q: 3 clusters Score -1804337 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7690 members 
Mstep: Class 2 contains 6608 members 
Entering Unmasked Estep 
Score: -1804429.375000 Penalty: 3109.559326
	Iteration 15Q: 3 clusters Score -1804429 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7677 members 
Mstep: Class 2 contains 6621 members 
Entering Unmasked Estep 
Score: -1804479.625000 Penalty: 3109.559326
	Iteration 16Q: 3 clusters Score -1804480 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7675 members 
Mstep: Class 2 contains 6623 members 
Entering Unmasked Estep 
Score: -1804518.000000 Penalty: 3109.559326
	Iteration 17Q: 3 clusters Score -1804518 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7659 members 
Mstep: Class 2 contains 6639 members 
Entering Unmasked Estep 
Score: -1804550.625000 Penalty: 3109.559326
	Iteration 18Q: 3 clusters Score -1804551 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7633 members 
Mstep: Class 2 contains 6665 members 
Entering Unmasked Estep 
Score: -1804578.500000 Penalty: 3109.559326
	Iteration 19Q: 3 clusters Score -1804578 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7607 members 
Mstep: Class 2 contains 6691 members 
Entering Unmasked Estep 
Score: -1804606.125000 Penalty: 3109.559326
	Iteration 20F: 3 clusters Score -1804606 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7578 members 
Mstep: Class 2 contains 6720 members 
Entering Unmasked Estep 
Score: -1804629.875000 Penalty: 3109.559326
	Iteration 21Q: 3 clusters Score -1804630 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7547 members 
Mstep: Class 2 contains 6751 members 
Entering Unmasked Estep 
Score: -1804646.375000 Penalty: 3109.559326
	Iteration 22Q: 3 clusters Score -1804646 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7506 members 
Mstep: Class 2 contains 6792 members 
Entering Unmasked Estep 
Score: -1804681.750000 Penalty: 3109.559326
	Iteration 23Q: 3 clusters Score -1804682 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7438 members 
Mstep: Class 2 contains 6860 members 
Entering Unmasked Estep 
Score: -1804727.750000 Penalty: 3109.559326
	Iteration 24Q: 3 clusters Score -1804728 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7338 members 
Mstep: Class 2 contains 6960 members 
Entering Unmasked Estep 
Score: -1804817.875000 Penalty: 3109.559326
	Iteration 25Q: 3 clusters Score -1804818 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7207 members 
Mstep: Class 2 contains 7091 members 
Entering Unmasked Estep 
Score: -1804944.125000 Penalty: 3109.559326
	Iteration 26Q: 3 clusters Score -1804944 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7051 members 
Mstep: Class 2 contains 7247 members 
Entering Unmasked Estep 
Score: -1805110.875000 Penalty: 3109.559326
	Iteration 27Q: 3 clusters Score -1805111 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6885 members 
Mstep: Class 2 contains 7413 members 
Entering Unmasked Estep 
Score: -1805261.000000 Penalty: 3109.559326
	Iteration 28Q: 3 clusters Score -1805261 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6744 members 
Mstep: Class 2 contains 7554 members 
Entering Unmasked Estep 
Score: -1805379.250000 Penalty: 3109.559326
	Iteration 29Q: 3 clusters Score -1805379 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6639 members 
Mstep: Class 2 contains 7659 members 
Entering Unmasked Estep 
Score: -1805443.875000 Penalty: 3109.559326
	Iteration 30Q: 3 clusters Score -1805444 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6529 members 
Mstep: Class 2 contains 7769 members 
Entering Unmasked Estep 
Score: -1805512.250000 Penalty: 3109.559326
	Iteration 31Q: 3 clusters Score -1805512 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6449 members 
Mstep: Class 2 contains 7849 members 
Entering Unmasked Estep 
Score: -1805557.250000 Penalty: 3109.559326
	Iteration 32Q: 3 clusters Score -1805557 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6373 members 
Mstep: Class 2 contains 7925 members 
Entering Unmasked Estep 
Score: -1805595.750000 Penalty: 3109.559326
	Iteration 33Q: 3 clusters Score -1805596 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6316 members 
Mstep: Class 2 contains 7982 members 
Entering Unmasked Estep 
Score: -1805620.250000 Penalty: 3109.559326
	Iteration 34Q: 3 clusters Score -1805620 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6258 members 
Mstep: Class 2 contains 8040 members 
Entering Unmasked Estep 
Score: -1805642.375000 Penalty: 3109.559326
	Iteration 35Q: 3 clusters Score -1805642 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6211 members 
Mstep: Class 2 contains 8087 members 
Entering Unmasked Estep 
Score: -1805665.250000 Penalty: 3109.559326
	Iteration 36Q: 3 clusters Score -1805665 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6166 members 
Mstep: Class 2 contains 8132 members 
Entering Unmasked Estep 
Score: -1805669.750000 Penalty: 3109.559326
	Iteration 37Q: 3 clusters Score -1805670 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6123 members 
Mstep: Class 2 contains 8175 members 
Entering Unmasked Estep 
Score: -1805685.625000 Penalty: 3109.559326
	Iteration 38Q: 3 clusters Score -1805686 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6079 members 
Mstep: Class 2 contains 8219 members 
Entering Unmasked Estep 
Score: -1805702.125000 Penalty: 3109.559326
	Iteration 39Q: 3 clusters Score -1805702 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6047 members 
Mstep: Class 2 contains 8251 members 
Entering Unmasked Estep 
Score: -1805707.500000 Penalty: 3109.559326
	Iteration 40F: 3 clusters Score -1805708 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6026 members 
Mstep: Class 2 contains 8272 members 
Entering Unmasked Estep 
Score: -1805713.000000 Penalty: 3109.559326
	Iteration 41Q: 3 clusters Score -1805713 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5996 members 
Mstep: Class 2 contains 8302 members 
Entering Unmasked Estep 
Score: -1805719.750000 Penalty: 3109.559326
	Iteration 42Q: 3 clusters Score -1805720 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5953 members 
Mstep: Class 2 contains 8345 members 
Entering Unmasked Estep 
Score: -1805734.000000 Penalty: 3109.559326
	Iteration 43Q: 3 clusters Score -1805734 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5913 members 
Mstep: Class 2 contains 8385 members 
Entering Unmasked Estep 
Score: -1805743.500000 Penalty: 3109.559326
	Iteration 44Q: 3 clusters Score -1805744 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5876 members 
Mstep: Class 2 contains 8422 members 
Entering Unmasked Estep 
Score: -1805747.875000 Penalty: 3109.559326
	Iteration 45Q: 3 clusters Score -1805748 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5841 members 
Mstep: Class 2 contains 8457 members 
Entering Unmasked Estep 
Score: -1805757.250000 Penalty: 3109.559326
	Iteration 46Q: 3 clusters Score -1805757 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5814 members 
Mstep: Class 2 contains 8484 members 
Entering Unmasked Estep 
Score: -1805760.125000 Penalty: 3109.559326
	Iteration 47Q: 3 clusters Score -1805760 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5793 members 
Mstep: Class 2 contains 8505 members 
Entering Unmasked Estep 
Score: -1805761.125000 Penalty: 3109.559326
	Iteration 48Q: 3 clusters Score -1805761 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5775 members 
Mstep: Class 2 contains 8523 members 
Entering Unmasked Estep 
Score: -1805763.125000 Penalty: 3109.559326
	Iteration 49Q: 3 clusters Score -1805763 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5759 members 
Mstep: Class 2 contains 8539 members 
Entering Unmasked Estep 
Score: -1805764.875000 Penalty: 3109.559326
	Iteration 50Q: 3 clusters Score -1805765 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5752 members 
Mstep: Class 2 contains 8546 members 
Entering Unmasked Estep 
Score: -1805767.000000 Penalty: 3109.559326
	Iteration 51Q: 3 clusters Score -1805767 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5745 members 
Mstep: Class 2 contains 8553 members 
Entering Unmasked Estep 
Score: -1805768.125000 Penalty: 3109.559326
	Iteration 52Q: 3 clusters Score -1805768 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Mstep: Class 2 contains 8559 members 
Entering Unmasked Estep 
Score: -1805769.625000 Penalty: 3109.559326
	Iteration 53Q: 3 clusters Score -1805770 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5731 members 
Mstep: Class 2 contains 8567 members 
Entering Unmasked Estep 
Score: -1805770.250000 Penalty: 3109.559326
	Iteration 54Q: 3 clusters Score -1805770 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Mstep: Class 2 contains 8574 members 
Entering Unmasked Estep 
Score: -1805772.625000 Penalty: 3109.559326
	Iteration 55Q: 3 clusters Score -1805773 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5717 members 
Mstep: Class 2 contains 8581 members 
Entering Unmasked Estep 
Score: -1805772.625000 Penalty: 3109.559326
	Iteration 56Q: 3 clusters Score -1805773 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5709 members 
Mstep: Class 2 contains 8589 members 
Entering Unmasked Estep 
Score: -1805773.750000 Penalty: 3109.559326
	Iteration 57Q: 3 clusters Score -1805774 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5704 members 
Mstep: Class 2 contains 8594 members 
Entering Unmasked Estep 
Score: -1805776.125000 Penalty: 3109.559326
	Iteration 58Q: 3 clusters Score -1805776 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 8597 members 
Entering Unmasked Estep 
Score: -1805775.625000 Penalty: 3109.559326
	Iteration 59Q: 3 clusters Score -1805776 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5700 members 
Mstep: Class 2 contains 8598 members 
Entering Unmasked Estep 
Score: -1805773.250000 Penalty: 3109.559326
	Iteration 60F: 3 clusters Score -1805773 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 8600 members 
Entering Unmasked Estep 
Score: -1805775.250000 Penalty: 3109.559326
	Iteration 61Q: 3 clusters Score -1805775 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5697 members 
Mstep: Class 2 contains 8601 members 
Entering Unmasked Estep 
Score: -1805773.625000 Penalty: 3109.559326
	Iteration 62Q: 3 clusters Score -1805774 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5697 members 
Mstep: Class 2 contains 8601 members 
Entering Unmasked Estep 
Score: -1805773.625000 Penalty: 3109.559326
	Iteration 63F: 3 clusters Score -1805774 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 6776 members 
Mstep: Class 2 contains 2797 members 
Mstep: Class 3 contains 13299 members 
Mstep: Class 4 contains 2359 members 
Mstep: Class 5 contains 2706 members 
Mstep: Class 6 contains 1983 members 
Mstep: Class 7 contains 75457 members 
Mstep: Class 8 contains 11349 members 
Mstep: Class 9 contains 44418 members 
Mstep: Class 10 contains 5697 members 
Mstep: Class 11 contains 42064 members 
Mstep: Class 12 contains 47550 members 
Mstep: Class 13 contains 33886 members 
Mstep: Class 14 contains 5044 members 
Mstep: Class 15 contains 12882 members 
Mstep: Class 16 contains 31482 members 
Mstep: Class 17 contains 15256 members 
Mstep: Class 18 contains 14013 members 
Mstep: Class 19 contains 26494 members 
Mstep: Class 20 contains 1978 members 
Mstep: Class 21 contains 13424 members 
Mstep: Class 22 contains 435 members 
Mstep: Class 23 contains 26671 members 
Mstep: Class 24 contains 8338 members 
Mstep: Class 25 contains 37638 members 
Mstep: Class 26 contains 5769 members 
Mstep: Class 27 contains 31958 members 
Mstep: Class 28 contains 26548 members 
Mstep: Class 29 contains 19293 members 
Mstep: Class 30 contains 4070 members 
Mstep: Class 31 contains 18679 members 
Mstep: Class 32 contains 4842 members 
Mstep: Class 33 contains 3797 members 
Mstep: Class 34 contains 2335 members 
Mstep: Class 35 contains 5107 members 
Mstep: Class 36 contains 3381 members 
Mstep: Class 37 contains 2743 members 
Mstep: Class 38 contains 2151 members 
Mstep: Class 39 contains 1035 members 
Mstep: Class 40 contains 22179 members 
Mstep: Class 41 contains 3008 members 
Mstep: Class 42 contains 4862 members 
Mstep: Class 43 contains 12423 members 
Mstep: Class 44 contains 6405 members 
Mstep: Class 45 contains 142786 members 
Mstep: Class 46 contains 480 members 
Mstep: Class 47 contains 4127 members 
Mstep: Class 48 contains 8601 members 
Entering Unmasked Estep 
Score: -100300952.000000 Penalty: 106219.062500
Splitting cluster 10 changes total score from -100301176.000000 to -100300952.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 11 (42064 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42064 members 
Entering Unmasked Estep 
Score: -5307403.000000 Penalty: 1730.129028
	Iteration 0F: 2 clusters Score -5307403 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21073 members 
Mstep: Class 2 contains 20991 members 
Entering Unmasked Estep 
Score: -5279276.000000 Penalty: 3460.258057
	Iteration 0F: 3 clusters Score -5279276 nChanged 19648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21557 members 
Mstep: Class 2 contains 20507 members 
Entering Unmasked Estep 
Score: -5290419.000000 Penalty: 3460.258057
	Iteration 1F: 3 clusters Score -5290419 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22010 members 
Mstep: Class 2 contains 20054 members 
Entering Unmasked Estep 
Score: -5291154.500000 Penalty: 3460.258057
	Iteration 2Q: 3 clusters Score -5291154 nChanged 2106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22680 members 
Mstep: Class 2 contains 19384 members 
Entering Unmasked Estep 
Score: -5292088.000000 Penalty: 3460.258057
	Iteration 3F: 3 clusters Score -5292088 nChanged 2288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23660 members 
Mstep: Class 2 contains 18404 members 
Entering Unmasked Estep 
Score: -5293163.000000 Penalty: 3460.258057
	Iteration 4F: 3 clusters Score -5293163 nChanged 2403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24933 members 
Mstep: Class 2 contains 17131 members 
Entering Unmasked Estep 
Score: -5294452.500000 Penalty: 3460.258057
	Iteration 5F: 3 clusters Score -5294452 nChanged 2517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26374 members 
Mstep: Class 2 contains 15690 members 
Entering Unmasked Estep 
Score: -5295843.500000 Penalty: 3460.258057
	Iteration 6F: 3 clusters Score -5295844 nChanged 2350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27854 members 
Mstep: Class 2 contains 14210 members 
Entering Unmasked Estep 
Score: -5297022.500000 Penalty: 3460.258057
	Iteration 7F: 3 clusters Score -5297022 nChanged 2031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29289 members 
Mstep: Class 2 contains 12775 members 
Entering Unmasked Estep 
Score: -5298108.500000 Penalty: 3460.258057
	Iteration 8Q: 3 clusters Score -5298108 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30698 members 
Mstep: Class 2 contains 11366 members 
Entering Unmasked Estep 
Score: -5299256.000000 Penalty: 3460.258057
	Iteration 9Q: 3 clusters Score -5299256 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32051 members 
Mstep: Class 2 contains 10013 members 
Entering Unmasked Estep 
Score: -5300449.500000 Penalty: 3460.258057
	Iteration 10Q: 3 clusters Score -5300450 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33235 members 
Mstep: Class 2 contains 8829 members 
Entering Unmasked Estep 
Score: -5301497.500000 Penalty: 3460.258057
	Iteration 11Q: 3 clusters Score -5301498 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34238 members 
Mstep: Class 2 contains 7826 members 
Entering Unmasked Estep 
Score: -5302285.500000 Penalty: 3460.258057
	Iteration 12Q: 3 clusters Score -5302286 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35084 members 
Mstep: Class 2 contains 6980 members 
Entering Unmasked Estep 
Score: -5302839.000000 Penalty: 3460.258057
	Iteration 13Q: 3 clusters Score -5302839 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35823 members 
Mstep: Class 2 contains 6241 members 
Entering Unmasked Estep 
Score: -5303192.500000 Penalty: 3460.258057
	Iteration 14Q: 3 clusters Score -5303192 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36512 members 
Mstep: Class 2 contains 5552 members 
Entering Unmasked Estep 
Score: -5303534.000000 Penalty: 3460.258057
	Iteration 15Q: 3 clusters Score -5303534 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37158 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -5303833.500000 Penalty: 3460.258057
	Iteration 16Q: 3 clusters Score -5303834 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37757 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -5304144.500000 Penalty: 3460.258057
	Iteration 17Q: 3 clusters Score -5304144 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38299 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -5304445.000000 Penalty: 3460.258057
	Iteration 18Q: 3 clusters Score -5304445 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38811 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -5304752.500000 Penalty: 3460.258057
	Iteration 19Q: 3 clusters Score -5304752 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39225 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -5305000.500000 Penalty: 3460.258057
	Iteration 20F: 3 clusters Score -5305000 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39619 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -5305230.500000 Penalty: 3460.258057
	Iteration 21Q: 3 clusters Score -5305230 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39947 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -5305405.500000 Penalty: 3460.258057
	Iteration 22Q: 3 clusters Score -5305406 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40196 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -5305556.500000 Penalty: 3460.258057
	Iteration 23Q: 3 clusters Score -5305556 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40399 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -5305693.500000 Penalty: 3460.258057
	Iteration 24Q: 3 clusters Score -5305694 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40567 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -5305784.500000 Penalty: 3460.258057
	Iteration 25Q: 3 clusters Score -5305784 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40708 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -5305846.500000 Penalty: 3460.258057
	Iteration 26Q: 3 clusters Score -5305846 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40809 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -5305894.000000 Penalty: 3460.258057
	Iteration 27Q: 3 clusters Score -5305894 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40884 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -5305953.500000 Penalty: 3460.258057
	Iteration 28Q: 3 clusters Score -5305954 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40954 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -5305984.000000 Penalty: 3460.258057
	Iteration 29Q: 3 clusters Score -5305984 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41008 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -5306037.000000 Penalty: 3460.258057
	Iteration 30Q: 3 clusters Score -5306037 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41059 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -5306054.500000 Penalty: 3460.258057
	Iteration 31Q: 3 clusters Score -5306054 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41099 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -5306077.500000 Penalty: 3460.258057
	Iteration 32Q: 3 clusters Score -5306078 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41129 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -5306095.500000 Penalty: 3460.258057
	Iteration 33Q: 3 clusters Score -5306096 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41155 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -5306103.500000 Penalty: 3460.258057
	Iteration 34Q: 3 clusters Score -5306104 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41170 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -5306112.000000 Penalty: 3460.258057
	Iteration 35Q: 3 clusters Score -5306112 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41180 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -5306114.500000 Penalty: 3460.258057
	Iteration 36Q: 3 clusters Score -5306114 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41186 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -5306109.000000 Penalty: 3460.258057
	Iteration 37Q: 3 clusters Score -5306109 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41192 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -5306110.500000 Penalty: 3460.258057
	Iteration 38Q: 3 clusters Score -5306110 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41195 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -5306102.500000 Penalty: 3460.258057
	Iteration 39Q: 3 clusters Score -5306102 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41196 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -5306109.000000 Penalty: 3460.258057
	Iteration 40F: 3 clusters Score -5306109 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41198 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -5306109.500000 Penalty: 3460.258057
	Iteration 41Q: 3 clusters Score -5306110 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41202 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -5306112.500000 Penalty: 3460.258057
	Iteration 42Q: 3 clusters Score -5306112 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41203 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -5306119.000000 Penalty: 3460.258057
	Iteration 43Q: 3 clusters Score -5306119 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41209 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -5306115.500000 Penalty: 3460.258057
	Iteration 44Q: 3 clusters Score -5306116 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41212 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -5306119.500000 Penalty: 3460.258057
	Iteration 45Q: 3 clusters Score -5306120 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41210 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -5306115.500000 Penalty: 3460.258057
	Iteration 46Q: 3 clusters Score -5306116 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41210 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -5306119.500000 Penalty: 3460.258057
	Iteration 47Q: 3 clusters Score -5306120 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41214 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -5306120.000000 Penalty: 3460.258057
	Iteration 48Q: 3 clusters Score -5306120 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41218 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -5306117.500000 Penalty: 3460.258057
	Iteration 49Q: 3 clusters Score -5306118 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41217 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -5306118.500000 Penalty: 3460.258057
	Iteration 50Q: 3 clusters Score -5306118 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41220 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -5306119.000000 Penalty: 3460.258057
	Iteration 51Q: 3 clusters Score -5306119 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41222 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -5306117.500000 Penalty: 3460.258057
	Iteration 52Q: 3 clusters Score -5306118 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41224 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -5306119.000000 Penalty: 3460.258057
	Iteration 53Q: 3 clusters Score -5306119 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41227 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -5306123.000000 Penalty: 3460.258057
	Iteration 54Q: 3 clusters Score -5306123 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41228 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -5306122.500000 Penalty: 3460.258057
	Iteration 55Q: 3 clusters Score -5306122 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41228 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -5306122.500000 Penalty: 3460.258057
	Iteration 56F: 3 clusters Score -5306122 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (47550 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47550 members 
Entering Unmasked Estep 
Score: -6004953.500000 Penalty: 1750.049805
	Iteration 0F: 2 clusters Score -6004954 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23880 members 
Mstep: Class 2 contains 23670 members 
Entering Unmasked Estep 
Score: -5973187.500000 Penalty: 3500.099609
	Iteration 0F: 3 clusters Score -5973188 nChanged 22283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24911 members 
Mstep: Class 2 contains 22639 members 
Entering Unmasked Estep 
Score: -5985653.500000 Penalty: 3500.099609
	Iteration 1F: 3 clusters Score -5985654 nChanged 1954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25705 members 
Mstep: Class 2 contains 21845 members 
Entering Unmasked Estep 
Score: -5986261.000000 Penalty: 3500.099609
	Iteration 2Q: 3 clusters Score -5986261 nChanged 2137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26940 members 
Mstep: Class 2 contains 20610 members 
Entering Unmasked Estep 
Score: -5987195.500000 Penalty: 3500.099609
	Iteration 3Q: 3 clusters Score -5987196 nChanged 2740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28802 members 
Mstep: Class 2 contains 18748 members 
Entering Unmasked Estep 
Score: -5988743.500000 Penalty: 3500.099609
	Iteration 4F: 3 clusters Score -5988744 nChanged 3223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31237 members 
Mstep: Class 2 contains 16313 members 
Entering Unmasked Estep 
Score: -5990896.000000 Penalty: 3500.099609
	Iteration 5F: 3 clusters Score -5990896 nChanged 3478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33927 members 
Mstep: Class 2 contains 13623 members 
Entering Unmasked Estep 
Score: -5993683.000000 Penalty: 3500.099609
	Iteration 6F: 3 clusters Score -5993683 nChanged 3372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36507 members 
Mstep: Class 2 contains 11043 members 
Entering Unmasked Estep 
Score: -5996770.000000 Penalty: 3500.099609
	Iteration 7F: 3 clusters Score -5996770 nChanged 2696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38405 members 
Mstep: Class 2 contains 9145 members 
Entering Unmasked Estep 
Score: -5999392.000000 Penalty: 3500.099609
	Iteration 8F: 3 clusters Score -5999392 nChanged 1909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39428 members 
Mstep: Class 2 contains 8122 members 
Entering Unmasked Estep 
Score: -6001235.000000 Penalty: 3500.099609
	Iteration 9Q: 3 clusters Score -6001235 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39868 members 
Mstep: Class 2 contains 7682 members 
Entering Unmasked Estep 
Score: -6002399.000000 Penalty: 3500.099609
	Iteration 10Q: 3 clusters Score -6002399 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40028 members 
Mstep: Class 2 contains 7522 members 
Entering Unmasked Estep 
Score: -6003118.000000 Penalty: 3500.099609
	Iteration 11Q: 3 clusters Score -6003118 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40082 members 
Mstep: Class 2 contains 7468 members 
Entering Unmasked Estep 
Score: -6003542.500000 Penalty: 3500.099609
	Iteration 12Q: 3 clusters Score -6003542 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40041 members 
Mstep: Class 2 contains 7509 members 
Entering Unmasked Estep 
Score: -6003803.000000 Penalty: 3500.099609
	Iteration 13Q: 3 clusters Score -6003803 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39927 members 
Mstep: Class 2 contains 7623 members 
Entering Unmasked Estep 
Score: -6003958.000000 Penalty: 3500.099609
	Iteration 14Q: 3 clusters Score -6003958 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39763 members 
Mstep: Class 2 contains 7787 members 
Entering Unmasked Estep 
Score: -6004102.500000 Penalty: 3500.099609
	Iteration 15Q: 3 clusters Score -6004102 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39590 members 
Mstep: Class 2 contains 7960 members 
Entering Unmasked Estep 
Score: -6004175.500000 Penalty: 3500.099609
	Iteration 16Q: 3 clusters Score -6004176 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39406 members 
Mstep: Class 2 contains 8144 members 
Entering Unmasked Estep 
Score: -6004231.000000 Penalty: 3500.099609
	Iteration 17Q: 3 clusters Score -6004231 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39246 members 
Mstep: Class 2 contains 8304 members 
Entering Unmasked Estep 
Score: -6004250.000000 Penalty: 3500.099609
	Iteration 18Q: 3 clusters Score -6004250 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39088 members 
Mstep: Class 2 contains 8462 members 
Entering Unmasked Estep 
Score: -6004286.500000 Penalty: 3500.099609
	Iteration 19Q: 3 clusters Score -6004286 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38923 members 
Mstep: Class 2 contains 8627 members 
Entering Unmasked Estep 
Score: -6004327.000000 Penalty: 3500.099609
	Iteration 20F: 3 clusters Score -6004327 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38765 members 
Mstep: Class 2 contains 8785 members 
Entering Unmasked Estep 
Score: -6004360.000000 Penalty: 3500.099609
	Iteration 21Q: 3 clusters Score -6004360 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38593 members 
Mstep: Class 2 contains 8957 members 
Entering Unmasked Estep 
Score: -6004390.500000 Penalty: 3500.099609
	Iteration 22Q: 3 clusters Score -6004390 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38438 members 
Mstep: Class 2 contains 9112 members 
Entering Unmasked Estep 
Score: -6004432.500000 Penalty: 3500.099609
	Iteration 23Q: 3 clusters Score -6004432 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38306 members 
Mstep: Class 2 contains 9244 members 
Entering Unmasked Estep 
Score: -6004433.500000 Penalty: 3500.099609
	Iteration 24Q: 3 clusters Score -6004434 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38206 members 
Mstep: Class 2 contains 9344 members 
Entering Unmasked Estep 
Score: -6004451.500000 Penalty: 3500.099609
	Iteration 25Q: 3 clusters Score -6004452 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38114 members 
Mstep: Class 2 contains 9436 members 
Entering Unmasked Estep 
Score: -6004461.500000 Penalty: 3500.099609
	Iteration 26Q: 3 clusters Score -6004462 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38036 members 
Mstep: Class 2 contains 9514 members 
Entering Unmasked Estep 
Score: -6004466.000000 Penalty: 3500.099609
	Iteration 27Q: 3 clusters Score -6004466 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37980 members 
Mstep: Class 2 contains 9570 members 
Entering Unmasked Estep 
Score: -6004457.000000 Penalty: 3500.099609
	Iteration 28Q: 3 clusters Score -6004457 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37935 members 
Mstep: Class 2 contains 9615 members 
Entering Unmasked Estep 
Score: -6004453.000000 Penalty: 3500.099609
	Iteration 29Q: 3 clusters Score -6004453 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37900 members 
Mstep: Class 2 contains 9650 members 
Entering Unmasked Estep 
Score: -6004460.500000 Penalty: 3500.099609
	Iteration 30Q: 3 clusters Score -6004460 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37858 members 
Mstep: Class 2 contains 9692 members 
Entering Unmasked Estep 
Score: -6004456.500000 Penalty: 3500.099609
	Iteration 31Q: 3 clusters Score -6004456 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37821 members 
Mstep: Class 2 contains 9729 members 
Entering Unmasked Estep 
Score: -6004465.000000 Penalty: 3500.099609
	Iteration 32Q: 3 clusters Score -6004465 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37773 members 
Mstep: Class 2 contains 9777 members 
Entering Unmasked Estep 
Score: -6004475.500000 Penalty: 3500.099609
	Iteration 33Q: 3 clusters Score -6004476 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37726 members 
Mstep: Class 2 contains 9824 members 
Entering Unmasked Estep 
Score: -6004471.000000 Penalty: 3500.099609
	Iteration 34Q: 3 clusters Score -6004471 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37688 members 
Mstep: Class 2 contains 9862 members 
Entering Unmasked Estep 
Score: -6004484.500000 Penalty: 3500.099609
	Iteration 35Q: 3 clusters Score -6004484 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37653 members 
Mstep: Class 2 contains 9897 members 
Entering Unmasked Estep 
Score: -6004480.000000 Penalty: 3500.099609
	Iteration 36Q: 3 clusters Score -6004480 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37626 members 
Mstep: Class 2 contains 9924 members 
Entering Unmasked Estep 
Score: -6004489.000000 Penalty: 3500.099609
	Iteration 37Q: 3 clusters Score -6004489 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37597 members 
Mstep: Class 2 contains 9953 members 
Entering Unmasked Estep 
Score: -6004484.000000 Penalty: 3500.099609
	Iteration 38Q: 3 clusters Score -6004484 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37576 members 
Mstep: Class 2 contains 9974 members 
Entering Unmasked Estep 
Score: -6004478.000000 Penalty: 3500.099609
	Iteration 39Q: 3 clusters Score -6004478 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37551 members 
Mstep: Class 2 contains 9999 members 
Entering Unmasked Estep 
Score: -6004482.000000 Penalty: 3500.099609
	Iteration 40F: 3 clusters Score -6004482 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37533 members 
Mstep: Class 2 contains 10017 members 
Entering Unmasked Estep 
Score: -6004481.500000 Penalty: 3500.099609
	Iteration 41Q: 3 clusters Score -6004482 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37515 members 
Mstep: Class 2 contains 10035 members 
Entering Unmasked Estep 
Score: -6004478.000000 Penalty: 3500.099609
	Iteration 42Q: 3 clusters Score -6004478 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37502 members 
Mstep: Class 2 contains 10048 members 
Entering Unmasked Estep 
Score: -6004476.000000 Penalty: 3500.099609
	Iteration 43Q: 3 clusters Score -6004476 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37498 members 
Mstep: Class 2 contains 10052 members 
Entering Unmasked Estep 
Score: -6004471.000000 Penalty: 3500.099609
	Iteration 44Q: 3 clusters Score -6004471 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37493 members 
Mstep: Class 2 contains 10057 members 
Entering Unmasked Estep 
Score: -6004475.500000 Penalty: 3500.099609
	Iteration 45Q: 3 clusters Score -6004476 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37489 members 
Mstep: Class 2 contains 10061 members 
Entering Unmasked Estep 
Score: -6004472.000000 Penalty: 3500.099609
	Iteration 46Q: 3 clusters Score -6004472 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37487 members 
Mstep: Class 2 contains 10063 members 
Entering Unmasked Estep 
Score: -6004471.500000 Penalty: 3500.099609
	Iteration 47Q: 3 clusters Score -6004472 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37485 members 
Mstep: Class 2 contains 10065 members 
Entering Unmasked Estep 
Score: -6004474.000000 Penalty: 3500.099609
	Iteration 48Q: 3 clusters Score -6004474 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37483 members 
Mstep: Class 2 contains 10067 members 
Entering Unmasked Estep 
Score: -6004477.500000 Penalty: 3500.099609
	Iteration 49Q: 3 clusters Score -6004478 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37481 members 
Mstep: Class 2 contains 10069 members 
Entering Unmasked Estep 
Score: -6004474.000000 Penalty: 3500.099609
	Iteration 50Q: 3 clusters Score -6004474 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37478 members 
Mstep: Class 2 contains 10072 members 
Entering Unmasked Estep 
Score: -6004471.500000 Penalty: 3500.099609
	Iteration 51Q: 3 clusters Score -6004472 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37478 members 
Mstep: Class 2 contains 10072 members 
Entering Unmasked Estep 
Score: -6004471.500000 Penalty: 3500.099609
	Iteration 52F: 3 clusters Score -6004472 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (33886 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33886 members 
Entering Unmasked Estep 
Score: -4083578.500000 Penalty: 1694.998047
	Iteration 0F: 2 clusters Score -4083578 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16993 members 
Mstep: Class 2 contains 16893 members 
Entering Unmasked Estep 
Score: -4060729.250000 Penalty: 3389.996094
	Iteration 0F: 3 clusters Score -4060729 nChanged 15806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17349 members 
Mstep: Class 2 contains 16537 members 
Entering Unmasked Estep 
Score: -4070075.500000 Penalty: 3389.996094
	Iteration 1F: 3 clusters Score -4070076 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17504 members 
Mstep: Class 2 contains 16382 members 
Entering Unmasked Estep 
Score: -4070705.000000 Penalty: 3389.996094
	Iteration 2F: 3 clusters Score -4070705 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17746 members 
Mstep: Class 2 contains 16140 members 
Entering Unmasked Estep 
Score: -4071340.750000 Penalty: 3389.996094
	Iteration 3Q: 3 clusters Score -4071341 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18104 members 
Mstep: Class 2 contains 15782 members 
Entering Unmasked Estep 
Score: -4072010.500000 Penalty: 3389.996094
	Iteration 4Q: 3 clusters Score -4072010 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18645 members 
Mstep: Class 2 contains 15241 members 
Entering Unmasked Estep 
Score: -4072709.750000 Penalty: 3389.996094
	Iteration 5Q: 3 clusters Score -4072710 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19365 members 
Mstep: Class 2 contains 14521 members 
Entering Unmasked Estep 
Score: -4073375.250000 Penalty: 3389.996094
	Iteration 6Q: 3 clusters Score -4073375 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20251 members 
Mstep: Class 2 contains 13635 members 
Entering Unmasked Estep 
Score: -4074056.500000 Penalty: 3389.996094
	Iteration 7Q: 3 clusters Score -4074056 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21238 members 
Mstep: Class 2 contains 12648 members 
Entering Unmasked Estep 
Score: -4074662.750000 Penalty: 3389.996094
	Iteration 8Q: 3 clusters Score -4074663 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22270 members 
Mstep: Class 2 contains 11616 members 
Entering Unmasked Estep 
Score: -4075234.750000 Penalty: 3389.996094
	Iteration 9Q: 3 clusters Score -4075235 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23397 members 
Mstep: Class 2 contains 10489 members 
Entering Unmasked Estep 
Score: -4075823.250000 Penalty: 3389.996094
	Iteration 10Q: 3 clusters Score -4075823 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24623 members 
Mstep: Class 2 contains 9263 members 
Entering Unmasked Estep 
Score: -4076509.250000 Penalty: 3389.996094
	Iteration 11Q: 3 clusters Score -4076509 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25928 members 
Mstep: Class 2 contains 7958 members 
Entering Unmasked Estep 
Score: -4077282.750000 Penalty: 3389.996094
	Iteration 12Q: 3 clusters Score -4077283 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27233 members 
Mstep: Class 2 contains 6653 members 
Entering Unmasked Estep 
Score: -4078068.250000 Penalty: 3389.996094
	Iteration 13Q: 3 clusters Score -4078068 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28538 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -4078918.250000 Penalty: 3389.996094
	Iteration 14Q: 3 clusters Score -4078918 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29725 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -4079761.000000 Penalty: 3389.996094
	Iteration 15Q: 3 clusters Score -4079761 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30787 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -4080548.750000 Penalty: 3389.996094
	Iteration 16Q: 3 clusters Score -4080549 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31590 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -4081110.000000 Penalty: 3389.996094
	Iteration 17Q: 3 clusters Score -4081110 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32132 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -4081495.250000 Penalty: 3389.996094
	Iteration 18Q: 3 clusters Score -4081495 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32504 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -4081770.000000 Penalty: 3389.996094
	Iteration 19Q: 3 clusters Score -4081770 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32748 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -4082010.500000 Penalty: 3389.996094
	Iteration 20F: 3 clusters Score -4082010 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32922 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -4082186.000000 Penalty: 3389.996094
	Iteration 21Q: 3 clusters Score -4082186 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33025 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -4082312.250000 Penalty: 3389.996094
	Iteration 22Q: 3 clusters Score -4082312 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33090 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -4082403.500000 Penalty: 3389.996094
	Iteration 23Q: 3 clusters Score -4082404 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33119 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -4082476.750000 Penalty: 3389.996094
	Iteration 24Q: 3 clusters Score -4082477 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33138 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -4082511.500000 Penalty: 3389.996094
	Iteration 25Q: 3 clusters Score -4082512 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33142 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -4082536.500000 Penalty: 3389.996094
	Iteration 26Q: 3 clusters Score -4082536 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33150 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -4082537.250000 Penalty: 3389.996094
	Iteration 27Q: 3 clusters Score -4082537 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33155 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -4082544.750000 Penalty: 3389.996094
	Iteration 28Q: 3 clusters Score -4082545 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33154 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -4082547.250000 Penalty: 3389.996094
	Iteration 29Q: 3 clusters Score -4082547 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33152 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -4082556.500000 Penalty: 3389.996094
	Iteration 30Q: 3 clusters Score -4082556 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33152 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -4082556.750000 Penalty: 3389.996094
	Iteration 31Q: 3 clusters Score -4082557 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33153 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -4082556.750000 Penalty: 3389.996094
	Iteration 32Q: 3 clusters Score -4082557 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33153 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -4082558.500000 Penalty: 3389.996094
	Iteration 33Q: 3 clusters Score -4082558 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33152 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -4082559.750000 Penalty: 3389.996094
	Iteration 34Q: 3 clusters Score -4082560 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33151 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -4082562.750000 Penalty: 3389.996094
	Iteration 35Q: 3 clusters Score -4082563 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33151 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -4082562.750000 Penalty: 3389.996094
	Iteration 36F: 3 clusters Score -4082563 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (5044 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Entering Unmasked Estep 
Score: -631174.000000 Penalty: 1385.467529
	Iteration 0F: 2 clusters Score -631174 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -627170.250000 Penalty: 2770.935059
	Iteration 0F: 3 clusters Score -627170.2 nChanged 2034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -628277.937500 Penalty: 2770.935059
	Iteration 1F: 3 clusters Score -628277.9 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -628499.250000 Penalty: 2770.935059
	Iteration 2F: 3 clusters Score -628499.2 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -628690.500000 Penalty: 2770.935059
	Iteration 3F: 3 clusters Score -628690.5 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -628838.187500 Penalty: 2770.935059
	Iteration 4Q: 3 clusters Score -628838.2 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -628966.562500 Penalty: 2770.935059
	Iteration 5Q: 3 clusters Score -628966.6 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -629109.312500 Penalty: 2770.935059
	Iteration 6Q: 3 clusters Score -629109.3 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -629279.187500 Penalty: 2770.935059
	Iteration 7Q: 3 clusters Score -629279.2 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -629456.812500 Penalty: 2770.935059
	Iteration 8Q: 3 clusters Score -629456.8 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -629614.937500 Penalty: 2770.935059
	Iteration 9Q: 3 clusters Score -629614.9 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -629753.437500 Penalty: 2770.935059
	Iteration 10Q: 3 clusters Score -629753.4 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -629884.562500 Penalty: 2770.935059
	Iteration 11Q: 3 clusters Score -629884.6 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -630026.375000 Penalty: 2770.935059
	Iteration 12Q: 3 clusters Score -630026.4 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -630198.875000 Penalty: 2770.935059
	Iteration 13Q: 3 clusters Score -630198.9 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -630449.312500 Penalty: 2770.935059
	Iteration 14Q: 3 clusters Score -630449.3 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -630789.625000 Penalty: 2770.935059
	Iteration 15Q: 3 clusters Score -630789.6 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -631171.750000 Penalty: 2770.935059
	Iteration 16F: 3 clusters Score -631171.8 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -631540.625000 Penalty: 2770.935059
	Iteration 17Q: 3 clusters Score -631540.6 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -631944.187500 Penalty: 2770.935059
	Iteration 18Q: 3 clusters Score -631944.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -632146.687500 Penalty: 2770.935059
	Iteration 19Q: 3 clusters Score -632146.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -632220.187500 Penalty: 2770.935059
	Iteration 20F: 3 clusters Score -632220.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -632240.875000 Penalty: 2770.935059
	Iteration 21Q: 3 clusters Score -632240.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -632244.687500 Penalty: 2770.935059
	Iteration 22Q: 3 clusters Score -632244.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -632245.937500 Penalty: 2770.935059
	Iteration 23Q: 3 clusters Score -632245.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -632247.250000 Penalty: 2770.935059
	Iteration 24Q: 3 clusters Score -632247.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -632247.125000 Penalty: 2770.935059
	Iteration 25Q: 3 clusters Score -632247.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -632247.062500 Penalty: 2770.935059
	Iteration 26Q: 3 clusters Score -632247.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -632247.062500 Penalty: 2770.935059
	Iteration 27F: 3 clusters Score -632247.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 6776 members 
Mstep: Class 2 contains 2797 members 
Mstep: Class 3 contains 13299 members 
Mstep: Class 4 contains 2359 members 
Mstep: Class 5 contains 2706 members 
Mstep: Class 6 contains 1983 members 
Mstep: Class 7 contains 75457 members 
Mstep: Class 8 contains 11349 members 
Mstep: Class 9 contains 44418 members 
Mstep: Class 10 contains 14298 members 
Mstep: Class 11 contains 42064 members 
Mstep: Class 12 contains 47550 members 
Mstep: Class 13 contains 33886 members 
Mstep: Class 14 contains 1887 members 
Mstep: Class 15 contains 12882 members 
Mstep: Class 16 contains 31482 members 
Mstep: Class 17 contains 15256 members 
Mstep: Class 18 contains 14013 members 
Mstep: Class 19 contains 26494 members 
Mstep: Class 20 contains 1978 members 
Mstep: Class 21 contains 13424 members 
Mstep: Class 22 contains 435 members 
Mstep: Class 23 contains 26671 members 
Mstep: Class 24 contains 8338 members 
Mstep: Class 25 contains 37638 members 
Mstep: Class 26 contains 5769 members 
Mstep: Class 27 contains 31958 members 
Mstep: Class 28 contains 26548 members 
Mstep: Class 29 contains 19293 members 
Mstep: Class 30 contains 4070 members 
Mstep: Class 31 contains 18679 members 
Mstep: Class 32 contains 4842 members 
Mstep: Class 33 contains 3797 members 
Mstep: Class 34 contains 2335 members 
Mstep: Class 35 contains 5107 members 
Mstep: Class 36 contains 3381 members 
Mstep: Class 37 contains 2743 members 
Mstep: Class 38 contains 2151 members 
Mstep: Class 39 contains 1035 members 
Mstep: Class 40 contains 22179 members 
Mstep: Class 41 contains 3008 members 
Mstep: Class 42 contains 4862 members 
Mstep: Class 43 contains 12423 members 
Mstep: Class 44 contains 6405 members 
Mstep: Class 45 contains 142786 members 
Mstep: Class 46 contains 480 members 
Mstep: Class 47 contains 4127 members 
Mstep: Class 48 contains 3157 members 
Entering Unmasked Estep 
Score: -100301912.000000 Penalty: 106219.062500
Splitting cluster 14 changes total score from -100301176.000000 to -100301912.000000
So it's getting split into cluster 48.
Entering ConstructFrom: 
Trying to split cluster 15 (12882 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12882 members 
Entering Unmasked Estep 
Score: -1645014.000000 Penalty: 1537.832642
	Iteration 0F: 2 clusters Score -1645014 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6289 members 
Mstep: Class 2 contains 6593 members 
Entering Unmasked Estep 
Score: -1636054.750000 Penalty: 3075.665283
	Iteration 0F: 3 clusters Score -1636055 nChanged 5604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5575 members 
Mstep: Class 2 contains 7307 members 
Entering Unmasked Estep 
Score: -1639184.125000 Penalty: 3075.665283
	Iteration 1F: 3 clusters Score -1639184 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 7801 members 
Entering Unmasked Estep 
Score: -1639586.750000 Penalty: 3075.665283
	Iteration 2F: 3 clusters Score -1639587 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 8392 members 
Entering Unmasked Estep 
Score: -1640008.250000 Penalty: 3075.665283
	Iteration 3F: 3 clusters Score -1640008 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 9071 members 
Entering Unmasked Estep 
Score: -1640496.500000 Penalty: 3075.665283
	Iteration 4F: 3 clusters Score -1640496 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 9856 members 
Entering Unmasked Estep 
Score: -1641090.250000 Penalty: 3075.665283
	Iteration 5F: 3 clusters Score -1641090 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 10694 members 
Entering Unmasked Estep 
Score: -1641780.375000 Penalty: 3075.665283
	Iteration 6F: 3 clusters Score -1641780 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 11465 members 
Entering Unmasked Estep 
Score: -1642464.750000 Penalty: 3075.665283
	Iteration 7F: 3 clusters Score -1642465 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 11998 members 
Entering Unmasked Estep 
Score: -1642954.125000 Penalty: 3075.665283
	Iteration 8Q: 3 clusters Score -1642954 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 12332 members 
Entering Unmasked Estep 
Score: -1643253.750000 Penalty: 3075.665283
	Iteration 9Q: 3 clusters Score -1643254 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 12512 members 
Entering Unmasked Estep 
Score: -1643418.625000 Penalty: 3075.665283
	Iteration 10Q: 3 clusters Score -1643419 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 12602 members 
Entering Unmasked Estep 
Score: -1643517.000000 Penalty: 3075.665283
	Iteration 11Q: 3 clusters Score -1643517 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 12643 members 
Entering Unmasked Estep 
Score: -1643561.750000 Penalty: 3075.665283
	Iteration 12Q: 3 clusters Score -1643562 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 12664 members 
Entering Unmasked Estep 
Score: -1643601.875000 Penalty: 3075.665283
	Iteration 13Q: 3 clusters Score -1643602 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 12677 members 
Entering Unmasked Estep 
Score: -1643631.500000 Penalty: 3075.665283
	Iteration 14Q: 3 clusters Score -1643632 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 12686 members 
Entering Unmasked Estep 
Score: -1643649.625000 Penalty: 3075.665283
	Iteration 15Q: 3 clusters Score -1643650 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 12695 members 
Entering Unmasked Estep 
Score: -1643660.500000 Penalty: 3075.665283
	Iteration 16Q: 3 clusters Score -1643660 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 12700 members 
Entering Unmasked Estep 
Score: -1643670.875000 Penalty: 3075.665283
	Iteration 17Q: 3 clusters Score -1643671 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 12704 members 
Entering Unmasked Estep 
Score: -1643675.375000 Penalty: 3075.665283
	Iteration 18Q: 3 clusters Score -1643675 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 12707 members 
Entering Unmasked Estep 
Score: -1643679.375000 Penalty: 3075.665283
	Iteration 19Q: 3 clusters Score -1643679 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 12708 members 
Entering Unmasked Estep 
Score: -1643680.750000 Penalty: 3075.665283
	Iteration 20F: 3 clusters Score -1643681 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (31482 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31482 members 
Entering Unmasked Estep 
Score: -4084258.750000 Penalty: 1683.040283
	Iteration 0F: 2 clusters Score -4084259 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15731 members 
Mstep: Class 2 contains 15751 members 
Entering Unmasked Estep 
Score: -4063110.750000 Penalty: 3366.080566
	Iteration 0F: 3 clusters Score -4063111 nChanged 14528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15663 members 
Mstep: Class 2 contains 15819 members 
Entering Unmasked Estep 
Score: -4071086.750000 Penalty: 3366.080566
	Iteration 1F: 3 clusters Score -4071087 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15646 members 
Mstep: Class 2 contains 15836 members 
Entering Unmasked Estep 
Score: -4071492.500000 Penalty: 3366.080566
	Iteration 2Q: 3 clusters Score -4071492 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15614 members 
Mstep: Class 2 contains 15868 members 
Entering Unmasked Estep 
Score: -4072013.250000 Penalty: 3366.080566
	Iteration 3Q: 3 clusters Score -4072013 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15571 members 
Mstep: Class 2 contains 15911 members 
Entering Unmasked Estep 
Score: -4072548.250000 Penalty: 3366.080566
	Iteration 4Q: 3 clusters Score -4072548 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15519 members 
Mstep: Class 2 contains 15963 members 
Entering Unmasked Estep 
Score: -4073212.750000 Penalty: 3366.080566
	Iteration 5Q: 3 clusters Score -4073213 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15522 members 
Mstep: Class 2 contains 15960 members 
Entering Unmasked Estep 
Score: -4074063.250000 Penalty: 3366.080566
	Iteration 6Q: 3 clusters Score -4074063 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15543 members 
Mstep: Class 2 contains 15939 members 
Entering Unmasked Estep 
Score: -4075109.750000 Penalty: 3366.080566
	Iteration 7F: 3 clusters Score -4075110 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15621 members 
Mstep: Class 2 contains 15861 members 
Entering Unmasked Estep 
Score: -4076188.500000 Penalty: 3366.080566
	Iteration 8F: 3 clusters Score -4076188 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15709 members 
Mstep: Class 2 contains 15773 members 
Entering Unmasked Estep 
Score: -4076972.500000 Penalty: 3366.080566
	Iteration 9Q: 3 clusters Score -4076972 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15826 members 
Mstep: Class 2 contains 15656 members 
Entering Unmasked Estep 
Score: -4077350.000000 Penalty: 3366.080566
	Iteration 10Q: 3 clusters Score -4077350 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15976 members 
Mstep: Class 2 contains 15506 members 
Entering Unmasked Estep 
Score: -4077444.250000 Penalty: 3366.080566
	Iteration 11Q: 3 clusters Score -4077444 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16101 members 
Mstep: Class 2 contains 15381 members 
Entering Unmasked Estep 
Score: -4077521.000000 Penalty: 3366.080566
	Iteration 12Q: 3 clusters Score -4077521 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16233 members 
Mstep: Class 2 contains 15249 members 
Entering Unmasked Estep 
Score: -4077559.250000 Penalty: 3366.080566
	Iteration 13Q: 3 clusters Score -4077559 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16389 members 
Mstep: Class 2 contains 15093 members 
Entering Unmasked Estep 
Score: -4077611.500000 Penalty: 3366.080566
	Iteration 14Q: 3 clusters Score -4077612 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16553 members 
Mstep: Class 2 contains 14929 members 
Entering Unmasked Estep 
Score: -4077646.750000 Penalty: 3366.080566
	Iteration 15Q: 3 clusters Score -4077647 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16724 members 
Mstep: Class 2 contains 14758 members 
Entering Unmasked Estep 
Score: -4077699.500000 Penalty: 3366.080566
	Iteration 16Q: 3 clusters Score -4077700 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16894 members 
Mstep: Class 2 contains 14588 members 
Entering Unmasked Estep 
Score: -4077773.000000 Penalty: 3366.080566
	Iteration 17Q: 3 clusters Score -4077773 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17082 members 
Mstep: Class 2 contains 14400 members 
Entering Unmasked Estep 
Score: -4077828.500000 Penalty: 3366.080566
	Iteration 18Q: 3 clusters Score -4077828 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17292 members 
Mstep: Class 2 contains 14190 members 
Entering Unmasked Estep 
Score: -4077866.000000 Penalty: 3366.080566
	Iteration 19Q: 3 clusters Score -4077866 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17497 members 
Mstep: Class 2 contains 13985 members 
Entering Unmasked Estep 
Score: -4077929.250000 Penalty: 3366.080566
	Iteration 20F: 3 clusters Score -4077929 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17719 members 
Mstep: Class 2 contains 13763 members 
Entering Unmasked Estep 
Score: -4077988.500000 Penalty: 3366.080566
	Iteration 21Q: 3 clusters Score -4077988 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17942 members 
Mstep: Class 2 contains 13540 members 
Entering Unmasked Estep 
Score: -4078050.750000 Penalty: 3366.080566
	Iteration 22Q: 3 clusters Score -4078051 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18196 members 
Mstep: Class 2 contains 13286 members 
Entering Unmasked Estep 
Score: -4078129.750000 Penalty: 3366.080566
	Iteration 23Q: 3 clusters Score -4078130 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18446 members 
Mstep: Class 2 contains 13036 members 
Entering Unmasked Estep 
Score: -4078201.000000 Penalty: 3366.080566
	Iteration 24Q: 3 clusters Score -4078201 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18716 members 
Mstep: Class 2 contains 12766 members 
Entering Unmasked Estep 
Score: -4078283.250000 Penalty: 3366.080566
	Iteration 25Q: 3 clusters Score -4078283 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18995 members 
Mstep: Class 2 contains 12487 members 
Entering Unmasked Estep 
Score: -4078366.500000 Penalty: 3366.080566
	Iteration 26Q: 3 clusters Score -4078366 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19265 members 
Mstep: Class 2 contains 12217 members 
Entering Unmasked Estep 
Score: -4078448.500000 Penalty: 3366.080566
	Iteration 27Q: 3 clusters Score -4078448 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19528 members 
Mstep: Class 2 contains 11954 members 
Entering Unmasked Estep 
Score: -4078508.750000 Penalty: 3366.080566
	Iteration 28Q: 3 clusters Score -4078509 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19805 members 
Mstep: Class 2 contains 11677 members 
Entering Unmasked Estep 
Score: -4078608.500000 Penalty: 3366.080566
	Iteration 29Q: 3 clusters Score -4078608 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20131 members 
Mstep: Class 2 contains 11351 members 
Entering Unmasked Estep 
Score: -4078729.000000 Penalty: 3366.080566
	Iteration 30Q: 3 clusters Score -4078729 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20476 members 
Mstep: Class 2 contains 11006 members 
Entering Unmasked Estep 
Score: -4078845.000000 Penalty: 3366.080566
	Iteration 31Q: 3 clusters Score -4078845 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20815 members 
Mstep: Class 2 contains 10667 members 
Entering Unmasked Estep 
Score: -4078949.250000 Penalty: 3366.080566
	Iteration 32Q: 3 clusters Score -4078949 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21143 members 
Mstep: Class 2 contains 10339 members 
Entering Unmasked Estep 
Score: -4079062.500000 Penalty: 3366.080566
	Iteration 33Q: 3 clusters Score -4079062 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21494 members 
Mstep: Class 2 contains 9988 members 
Entering Unmasked Estep 
Score: -4079189.500000 Penalty: 3366.080566
	Iteration 34Q: 3 clusters Score -4079190 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21858 members 
Mstep: Class 2 contains 9624 members 
Entering Unmasked Estep 
Score: -4079309.000000 Penalty: 3366.080566
	Iteration 35Q: 3 clusters Score -4079309 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22184 members 
Mstep: Class 2 contains 9298 members 
Entering Unmasked Estep 
Score: -4079419.250000 Penalty: 3366.080566
	Iteration 36Q: 3 clusters Score -4079419 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22535 members 
Mstep: Class 2 contains 8947 members 
Entering Unmasked Estep 
Score: -4079570.250000 Penalty: 3366.080566
	Iteration 37Q: 3 clusters Score -4079570 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22888 members 
Mstep: Class 2 contains 8594 members 
Entering Unmasked Estep 
Score: -4079711.250000 Penalty: 3366.080566
	Iteration 38Q: 3 clusters Score -4079711 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23271 members 
Mstep: Class 2 contains 8211 members 
Entering Unmasked Estep 
Score: -4079861.750000 Penalty: 3366.080566
	Iteration 39Q: 3 clusters Score -4079862 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23635 members 
Mstep: Class 2 contains 7847 members 
Entering Unmasked Estep 
Score: -4080027.500000 Penalty: 3366.080566
	Iteration 40F: 3 clusters Score -4080028 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23978 members 
Mstep: Class 2 contains 7504 members 
Entering Unmasked Estep 
Score: -4080162.750000 Penalty: 3366.080566
	Iteration 41Q: 3 clusters Score -4080163 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24345 members 
Mstep: Class 2 contains 7137 members 
Entering Unmasked Estep 
Score: -4080285.000000 Penalty: 3366.080566
	Iteration 42Q: 3 clusters Score -4080285 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24722 members 
Mstep: Class 2 contains 6760 members 
Entering Unmasked Estep 
Score: -4080415.000000 Penalty: 3366.080566
	Iteration 43Q: 3 clusters Score -4080415 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25083 members 
Mstep: Class 2 contains 6399 members 
Entering Unmasked Estep 
Score: -4080545.500000 Penalty: 3366.080566
	Iteration 44Q: 3 clusters Score -4080546 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25407 members 
Mstep: Class 2 contains 6075 members 
Entering Unmasked Estep 
Score: -4080649.500000 Penalty: 3366.080566
	Iteration 45Q: 3 clusters Score -4080650 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25739 members 
Mstep: Class 2 contains 5743 members 
Entering Unmasked Estep 
Score: -4080753.500000 Penalty: 3366.080566
	Iteration 46Q: 3 clusters Score -4080754 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26031 members 
Mstep: Class 2 contains 5451 members 
Entering Unmasked Estep 
Score: -4080839.500000 Penalty: 3366.080566
	Iteration 47Q: 3 clusters Score -4080840 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26313 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -4080924.250000 Penalty: 3366.080566
	Iteration 48Q: 3 clusters Score -4080924 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26627 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
Score: -4081033.000000 Penalty: 3366.080566
	Iteration 49Q: 3 clusters Score -4081033 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26914 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -4081135.000000 Penalty: 3366.080566
	Iteration 50Q: 3 clusters Score -4081135 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27194 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -4081243.500000 Penalty: 3366.080566
	Iteration 51Q: 3 clusters Score -4081244 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27452 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -4081327.250000 Penalty: 3366.080566
	Iteration 52Q: 3 clusters Score -4081327 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27687 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -4081388.000000 Penalty: 3366.080566
	Iteration 53Q: 3 clusters Score -4081388 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27921 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -4081479.500000 Penalty: 3366.080566
	Iteration 54Q: 3 clusters Score -4081480 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28142 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -4081548.750000 Penalty: 3366.080566
	Iteration 55Q: 3 clusters Score -4081549 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28353 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -4081629.750000 Penalty: 3366.080566
	Iteration 56Q: 3 clusters Score -4081630 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28560 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -4081694.500000 Penalty: 3366.080566
	Iteration 57Q: 3 clusters Score -4081694 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28742 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -4081763.750000 Penalty: 3366.080566
	Iteration 58Q: 3 clusters Score -4081764 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28937 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -4081839.750000 Penalty: 3366.080566
	Iteration 59Q: 3 clusters Score -4081840 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29124 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -4081922.750000 Penalty: 3366.080566
	Iteration 60F: 3 clusters Score -4081923 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29299 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -4081986.500000 Penalty: 3366.080566
	Iteration 61Q: 3 clusters Score -4081986 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29462 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -4082068.500000 Penalty: 3366.080566
	Iteration 62Q: 3 clusters Score -4082068 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29633 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -4082151.250000 Penalty: 3366.080566
	Iteration 63Q: 3 clusters Score -4082151 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29776 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -4082216.000000 Penalty: 3366.080566
	Iteration 64Q: 3 clusters Score -4082216 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29908 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -4082269.250000 Penalty: 3366.080566
	Iteration 65Q: 3 clusters Score -4082269 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30038 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -4082325.500000 Penalty: 3366.080566
	Iteration 66Q: 3 clusters Score -4082326 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30160 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -4082380.000000 Penalty: 3366.080566
	Iteration 67Q: 3 clusters Score -4082380 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30262 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -4082424.250000 Penalty: 3366.080566
	Iteration 68Q: 3 clusters Score -4082424 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30329 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -4082453.750000 Penalty: 3366.080566
	Iteration 69Q: 3 clusters Score -4082454 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30401 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -4082491.500000 Penalty: 3366.080566
	Iteration 70Q: 3 clusters Score -4082492 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30474 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -4082514.000000 Penalty: 3366.080566
	Iteration 71Q: 3 clusters Score -4082514 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30541 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -4082555.750000 Penalty: 3366.080566
	Iteration 72Q: 3 clusters Score -4082556 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30600 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -4082577.750000 Penalty: 3366.080566
	Iteration 73Q: 3 clusters Score -4082578 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30648 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -4082591.750000 Penalty: 3366.080566
	Iteration 74Q: 3 clusters Score -4082592 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30697 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -4082611.750000 Penalty: 3366.080566
	Iteration 75Q: 3 clusters Score -4082612 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30745 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -4082623.000000 Penalty: 3366.080566
	Iteration 76Q: 3 clusters Score -4082623 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30783 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -4082642.500000 Penalty: 3366.080566
	Iteration 77Q: 3 clusters Score -4082642 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30812 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -4082655.750000 Penalty: 3366.080566
	Iteration 78Q: 3 clusters Score -4082656 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30838 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -4082671.750000 Penalty: 3366.080566
	Iteration 79Q: 3 clusters Score -4082672 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30866 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -4082683.250000 Penalty: 3366.080566
	Iteration 80F: 3 clusters Score -4082683 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30883 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -4082697.000000 Penalty: 3366.080566
	Iteration 81Q: 3 clusters Score -4082697 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30897 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -4082706.000000 Penalty: 3366.080566
	Iteration 82Q: 3 clusters Score -4082706 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30914 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -4082716.000000 Penalty: 3366.080566
	Iteration 83Q: 3 clusters Score -4082716 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30927 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -4082719.250000 Penalty: 3366.080566
	Iteration 84Q: 3 clusters Score -4082719 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30936 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -4082720.500000 Penalty: 3366.080566
	Iteration 85Q: 3 clusters Score -4082720 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30946 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -4082721.250000 Penalty: 3366.080566
	Iteration 86Q: 3 clusters Score -4082721 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30956 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -4082731.500000 Penalty: 3366.080566
	Iteration 87Q: 3 clusters Score -4082732 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30963 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -4082732.500000 Penalty: 3366.080566
	Iteration 88Q: 3 clusters Score -4082732 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30972 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -4082737.250000 Penalty: 3366.080566
	Iteration 89Q: 3 clusters Score -4082737 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30980 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -4082741.000000 Penalty: 3366.080566
	Iteration 90Q: 3 clusters Score -4082741 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30990 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -4082746.000000 Penalty: 3366.080566
	Iteration 91Q: 3 clusters Score -4082746 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30998 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -4082752.500000 Penalty: 3366.080566
	Iteration 92Q: 3 clusters Score -4082752 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31013 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -4082761.250000 Penalty: 3366.080566
	Iteration 93Q: 3 clusters Score -4082761 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31024 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -4082768.250000 Penalty: 3366.080566
	Iteration 94Q: 3 clusters Score -4082768 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31032 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -4082774.500000 Penalty: 3366.080566
	Iteration 95Q: 3 clusters Score -4082774 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31033 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -4082771.750000 Penalty: 3366.080566
	Iteration 96Q: 3 clusters Score -4082772 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31034 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -4082771.250000 Penalty: 3366.080566
	Iteration 97Q: 3 clusters Score -4082771 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31035 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -4082772.500000 Penalty: 3366.080566
	Iteration 98Q: 3 clusters Score -4082772 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31036 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -4082768.500000 Penalty: 3366.080566
	Iteration 99Q: 3 clusters Score -4082768 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31039 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -4082777.000000 Penalty: 3366.080566
	Iteration 100F: 3 clusters Score -4082777 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31041 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -4082776.000000 Penalty: 3366.080566
	Iteration 101Q: 3 clusters Score -4082776 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31046 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -4082780.000000 Penalty: 3366.080566
	Iteration 102Q: 3 clusters Score -4082780 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31052 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -4082780.750000 Penalty: 3366.080566
	Iteration 103Q: 3 clusters Score -4082781 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31057 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -4082776.500000 Penalty: 3366.080566
	Iteration 104Q: 3 clusters Score -4082776 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31059 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -4082784.000000 Penalty: 3366.080566
	Iteration 105Q: 3 clusters Score -4082784 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31063 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -4082788.250000 Penalty: 3366.080566
	Iteration 106Q: 3 clusters Score -4082788 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31067 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -4082789.500000 Penalty: 3366.080566
	Iteration 107Q: 3 clusters Score -4082790 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31073 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -4082797.000000 Penalty: 3366.080566
	Iteration 108Q: 3 clusters Score -4082797 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31077 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -4082800.500000 Penalty: 3366.080566
	Iteration 109Q: 3 clusters Score -4082800 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31080 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -4082802.250000 Penalty: 3366.080566
	Iteration 110Q: 3 clusters Score -4082802 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31081 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -4082804.250000 Penalty: 3366.080566
	Iteration 111Q: 3 clusters Score -4082804 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31081 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -4082804.250000 Penalty: 3366.080566
	Iteration 112F: 3 clusters Score -4082804 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (15256 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15256 members 
Entering Unmasked Estep 
Score: -1903663.375000 Penalty: 1565.318359
	Iteration 0F: 2 clusters Score -1903663 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7621 members 
Mstep: Class 2 contains 7635 members 
Entering Unmasked Estep 
Score: -1893236.750000 Penalty: 3130.636719
	Iteration 0F: 3 clusters Score -1893237 nChanged 6714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7357 members 
Mstep: Class 2 contains 7899 members 
Entering Unmasked Estep 
Score: -1897048.625000 Penalty: 3130.636719
	Iteration 1F: 3 clusters Score -1897049 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7058 members 
Mstep: Class 2 contains 8198 members 
Entering Unmasked Estep 
Score: -1897829.500000 Penalty: 3130.636719
	Iteration 2F: 3 clusters Score -1897830 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6652 members 
Mstep: Class 2 contains 8604 members 
Entering Unmasked Estep 
Score: -1898632.375000 Penalty: 3130.636719
	Iteration 3F: 3 clusters Score -1898632 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6212 members 
Mstep: Class 2 contains 9044 members 
Entering Unmasked Estep 
Score: -1899419.500000 Penalty: 3130.636719
	Iteration 4F: 3 clusters Score -1899420 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5826 members 
Mstep: Class 2 contains 9430 members 
Entering Unmasked Estep 
Score: -1900146.125000 Penalty: 3130.636719
	Iteration 5F: 3 clusters Score -1900146 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 9725 members 
Entering Unmasked Estep 
Score: -1900593.500000 Penalty: 3130.636719
	Iteration 6F: 3 clusters Score -1900594 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 9969 members 
Entering Unmasked Estep 
Score: -1900900.000000 Penalty: 3130.636719
	Iteration 7Q: 3 clusters Score -1900900 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 10142 members 
Entering Unmasked Estep 
Score: -1901044.875000 Penalty: 3130.636719
	Iteration 8Q: 3 clusters Score -1901045 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 10277 members 
Entering Unmasked Estep 
Score: -1901117.000000 Penalty: 3130.636719
	Iteration 9Q: 3 clusters Score -1901117 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 10431 members 
Entering Unmasked Estep 
Score: -1901175.750000 Penalty: 3130.636719
	Iteration 10Q: 3 clusters Score -1901176 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 10577 members 
Entering Unmasked Estep 
Score: -1901212.125000 Penalty: 3130.636719
	Iteration 11Q: 3 clusters Score -1901212 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 10696 members 
Entering Unmasked Estep 
Score: -1901238.125000 Penalty: 3130.636719
	Iteration 12Q: 3 clusters Score -1901238 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 10799 members 
Entering Unmasked Estep 
Score: -1901262.625000 Penalty: 3130.636719
	Iteration 13Q: 3 clusters Score -1901263 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 10894 members 
Entering Unmasked Estep 
Score: -1901273.625000 Penalty: 3130.636719
	Iteration 14Q: 3 clusters Score -1901274 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 10983 members 
Entering Unmasked Estep 
Score: -1901292.750000 Penalty: 3130.636719
	Iteration 15Q: 3 clusters Score -1901293 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 11083 members 
Entering Unmasked Estep 
Score: -1901310.875000 Penalty: 3130.636719
	Iteration 16Q: 3 clusters Score -1901311 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 11185 members 
Entering Unmasked Estep 
Score: -1901329.000000 Penalty: 3130.636719
	Iteration 17Q: 3 clusters Score -1901329 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 11296 members 
Entering Unmasked Estep 
Score: -1901345.625000 Penalty: 3130.636719
	Iteration 18Q: 3 clusters Score -1901346 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 11412 members 
Entering Unmasked Estep 
Score: -1901376.250000 Penalty: 3130.636719
	Iteration 19Q: 3 clusters Score -1901376 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 11524 members 
Entering Unmasked Estep 
Score: -1901397.250000 Penalty: 3130.636719
	Iteration 20F: 3 clusters Score -1901397 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 11657 members 
Entering Unmasked Estep 
Score: -1901428.750000 Penalty: 3130.636719
	Iteration 21Q: 3 clusters Score -1901429 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 11797 members 
Entering Unmasked Estep 
Score: -1901458.125000 Penalty: 3130.636719
	Iteration 22Q: 3 clusters Score -1901458 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 11929 members 
Entering Unmasked Estep 
Score: -1901487.250000 Penalty: 3130.636719
	Iteration 23Q: 3 clusters Score -1901487 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 12076 members 
Entering Unmasked Estep 
Score: -1901526.750000 Penalty: 3130.636719
	Iteration 24Q: 3 clusters Score -1901527 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 12216 members 
Entering Unmasked Estep 
Score: -1901558.625000 Penalty: 3130.636719
	Iteration 25Q: 3 clusters Score -1901559 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 12362 members 
Entering Unmasked Estep 
Score: -1901598.250000 Penalty: 3130.636719
	Iteration 26Q: 3 clusters Score -1901598 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 12517 members 
Entering Unmasked Estep 
Score: -1901644.375000 Penalty: 3130.636719
	Iteration 27Q: 3 clusters Score -1901644 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 12667 members 
Entering Unmasked Estep 
Score: -1901685.000000 Penalty: 3130.636719
	Iteration 28Q: 3 clusters Score -1901685 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 12804 members 
Entering Unmasked Estep 
Score: -1901736.500000 Penalty: 3130.636719
	Iteration 29Q: 3 clusters Score -1901736 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 12945 members 
Entering Unmasked Estep 
Score: -1901771.375000 Penalty: 3130.636719
	Iteration 30Q: 3 clusters Score -1901771 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 13062 members 
Entering Unmasked Estep 
Score: -1901815.125000 Penalty: 3130.636719
	Iteration 31Q: 3 clusters Score -1901815 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 13188 members 
Entering Unmasked Estep 
Score: -1901848.000000 Penalty: 3130.636719
	Iteration 32Q: 3 clusters Score -1901848 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 13305 members 
Entering Unmasked Estep 
Score: -1901888.750000 Penalty: 3130.636719
	Iteration 33Q: 3 clusters Score -1901889 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 13415 members 
Entering Unmasked Estep 
Score: -1901917.875000 Penalty: 3130.636719
	Iteration 34Q: 3 clusters Score -1901918 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 13514 members 
Entering Unmasked Estep 
Score: -1901955.625000 Penalty: 3130.636719
	Iteration 35Q: 3 clusters Score -1901956 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 13609 members 
Entering Unmasked Estep 
Score: -1901979.625000 Penalty: 3130.636719
	Iteration 36Q: 3 clusters Score -1901980 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 13713 members 
Entering Unmasked Estep 
Score: -1902031.125000 Penalty: 3130.636719
	Iteration 37Q: 3 clusters Score -1902031 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 13818 members 
Entering Unmasked Estep 
Score: -1902080.375000 Penalty: 3130.636719
	Iteration 38Q: 3 clusters Score -1902080 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 13909 members 
Entering Unmasked Estep 
Score: -1902118.750000 Penalty: 3130.636719
	Iteration 39Q: 3 clusters Score -1902119 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 13987 members 
Entering Unmasked Estep 
Score: -1902141.250000 Penalty: 3130.636719
	Iteration 40F: 3 clusters Score -1902141 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 14064 members 
Entering Unmasked Estep 
Score: -1902176.750000 Penalty: 3130.636719
	Iteration 41Q: 3 clusters Score -1902177 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 14133 members 
Entering Unmasked Estep 
Score: -1902207.500000 Penalty: 3130.636719
	Iteration 42Q: 3 clusters Score -1902208 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 14191 members 
Entering Unmasked Estep 
Score: -1902237.500000 Penalty: 3130.636719
	Iteration 43Q: 3 clusters Score -1902238 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 14258 members 
Entering Unmasked Estep 
Score: -1902270.000000 Penalty: 3130.636719
	Iteration 44Q: 3 clusters Score -1902270 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 14314 members 
Entering Unmasked Estep 
Score: -1902298.625000 Penalty: 3130.636719
	Iteration 45Q: 3 clusters Score -1902299 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 14365 members 
Entering Unmasked Estep 
Score: -1902319.125000 Penalty: 3130.636719
	Iteration 46Q: 3 clusters Score -1902319 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 14405 members 
Entering Unmasked Estep 
Score: -1902339.625000 Penalty: 3130.636719
	Iteration 47Q: 3 clusters Score -1902340 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 14439 members 
Entering Unmasked Estep 
Score: -1902357.000000 Penalty: 3130.636719
	Iteration 48Q: 3 clusters Score -1902357 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 14467 members 
Entering Unmasked Estep 
Score: -1902369.125000 Penalty: 3130.636719
	Iteration 49Q: 3 clusters Score -1902369 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 14492 members 
Entering Unmasked Estep 
Score: -1902384.000000 Penalty: 3130.636719
	Iteration 50Q: 3 clusters Score -1902384 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 14513 members 
Entering Unmasked Estep 
Score: -1902392.500000 Penalty: 3130.636719
	Iteration 51Q: 3 clusters Score -1902392 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 14541 members 
Entering Unmasked Estep 
Score: -1902404.750000 Penalty: 3130.636719
	Iteration 52Q: 3 clusters Score -1902405 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 14569 members 
Entering Unmasked Estep 
Score: -1902426.000000 Penalty: 3130.636719
	Iteration 53Q: 3 clusters Score -1902426 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 14587 members 
Entering Unmasked Estep 
Score: -1902428.875000 Penalty: 3130.636719
	Iteration 54Q: 3 clusters Score -1902429 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 14606 members 
Entering Unmasked Estep 
Score: -1902435.125000 Penalty: 3130.636719
	Iteration 55Q: 3 clusters Score -1902435 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 14625 members 
Entering Unmasked Estep 
Score: -1902451.125000 Penalty: 3130.636719
	Iteration 56Q: 3 clusters Score -1902451 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 14644 members 
Entering Unmasked Estep 
Score: -1902467.500000 Penalty: 3130.636719
	Iteration 57Q: 3 clusters Score -1902468 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 14665 members 
Entering Unmasked Estep 
Score: -1902478.625000 Penalty: 3130.636719
	Iteration 58Q: 3 clusters Score -1902479 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 14680 members 
Entering Unmasked Estep 
Score: -1902486.375000 Penalty: 3130.636719
	Iteration 59Q: 3 clusters Score -1902486 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 14685 members 
Entering Unmasked Estep 
Score: -1902489.875000 Penalty: 3130.636719
	Iteration 60F: 3 clusters Score -1902490 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 14687 members 
Entering Unmasked Estep 
Score: -1902490.375000 Penalty: 3130.636719
	Iteration 61Q: 3 clusters Score -1902490 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 14693 members 
Entering Unmasked Estep 
Score: -1902493.250000 Penalty: 3130.636719
	Iteration 62Q: 3 clusters Score -1902493 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 14695 members 
Entering Unmasked Estep 
Score: -1902495.375000 Penalty: 3130.636719
	Iteration 63Q: 3 clusters Score -1902495 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 14696 members 
Entering Unmasked Estep 
Score: -1902494.375000 Penalty: 3130.636719
	Iteration 64Q: 3 clusters Score -1902494 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 14696 members 
Entering Unmasked Estep 
Score: -1902494.375000 Penalty: 3130.636719
	Iteration 65F: 3 clusters Score -1902494 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (14013 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14013 members 
Entering Unmasked Estep 
Score: -1768152.125000 Penalty: 1551.507935
	Iteration 0F: 2 clusters Score -1768152 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6864 members 
Mstep: Class 2 contains 7149 members 
Entering Unmasked Estep 
Score: -1758330.250000 Penalty: 3103.015869
	Iteration 0F: 3 clusters Score -1758330 nChanged 6335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6083 members 
Mstep: Class 2 contains 7930 members 
Entering Unmasked Estep 
Score: -1761974.000000 Penalty: 3103.015869
	Iteration 1F: 3 clusters Score -1761974 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5524 members 
Mstep: Class 2 contains 8489 members 
Entering Unmasked Estep 
Score: -1762715.500000 Penalty: 3103.015869
	Iteration 2F: 3 clusters Score -1762716 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 9147 members 
Entering Unmasked Estep 
Score: -1763686.875000 Penalty: 3103.015869
	Iteration 3F: 3 clusters Score -1763687 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 9907 members 
Entering Unmasked Estep 
Score: -1764764.000000 Penalty: 3103.015869
	Iteration 4F: 3 clusters Score -1764764 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 10592 members 
Entering Unmasked Estep 
Score: -1765680.625000 Penalty: 3103.015869
	Iteration 5F: 3 clusters Score -1765681 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 11106 members 
Entering Unmasked Estep 
Score: -1766373.250000 Penalty: 3103.015869
	Iteration 6F: 3 clusters Score -1766373 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 11402 members 
Entering Unmasked Estep 
Score: -1766831.125000 Penalty: 3103.015869
	Iteration 7Q: 3 clusters Score -1766831 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 11580 members 
Entering Unmasked Estep 
Score: -1767144.000000 Penalty: 3103.015869
	Iteration 8Q: 3 clusters Score -1767144 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 11687 members 
Entering Unmasked Estep 
Score: -1767367.500000 Penalty: 3103.015869
	Iteration 9Q: 3 clusters Score -1767368 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 11729 members 
Entering Unmasked Estep 
Score: -1767493.250000 Penalty: 3103.015869
	Iteration 10Q: 3 clusters Score -1767493 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 11769 members 
Entering Unmasked Estep 
Score: -1767554.500000 Penalty: 3103.015869
	Iteration 11Q: 3 clusters Score -1767554 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 11798 members 
Entering Unmasked Estep 
Score: -1767588.750000 Penalty: 3103.015869
	Iteration 12Q: 3 clusters Score -1767589 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 11827 members 
Entering Unmasked Estep 
Score: -1767614.875000 Penalty: 3103.015869
	Iteration 13Q: 3 clusters Score -1767615 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 11836 members 
Entering Unmasked Estep 
Score: -1767619.000000 Penalty: 3103.015869
	Iteration 14Q: 3 clusters Score -1767619 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 11844 members 
Entering Unmasked Estep 
Score: -1767629.875000 Penalty: 3103.015869
	Iteration 15Q: 3 clusters Score -1767630 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 11854 members 
Entering Unmasked Estep 
Score: -1767639.125000 Penalty: 3103.015869
	Iteration 16Q: 3 clusters Score -1767639 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 11857 members 
Entering Unmasked Estep 
Score: -1767647.500000 Penalty: 3103.015869
	Iteration 17Q: 3 clusters Score -1767648 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 11858 members 
Entering Unmasked Estep 
Score: -1767657.500000 Penalty: 3103.015869
	Iteration 18Q: 3 clusters Score -1767658 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 11864 members 
Entering Unmasked Estep 
Score: -1767658.125000 Penalty: 3103.015869
	Iteration 19Q: 3 clusters Score -1767658 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 11867 members 
Entering Unmasked Estep 
Score: -1767657.000000 Penalty: 3103.015869
	Iteration 20F: 3 clusters Score -1767657 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 11866 members 
Entering Unmasked Estep 
Score: -1767657.375000 Penalty: 3103.015869
	Iteration 21Q: 3 clusters Score -1767657 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 11865 members 
Entering Unmasked Estep 
Score: -1767655.625000 Penalty: 3103.015869
	Iteration 22Q: 3 clusters Score -1767656 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 11866 members 
Entering Unmasked Estep 
Score: -1767655.625000 Penalty: 3103.015869
	Iteration 23Q: 3 clusters Score -1767656 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 11866 members 
Entering Unmasked Estep 
Score: -1767655.625000 Penalty: 3103.015869
	Iteration 24F: 3 clusters Score -1767656 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (26494 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26494 members 
Entering Unmasked Estep 
Score: -3122142.750000 Penalty: 1655.009399
	Iteration 0F: 2 clusters Score -3122143 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13295 members 
Mstep: Class 2 contains 13199 members 
Entering Unmasked Estep 
Score: -3104395.250000 Penalty: 3310.018799
	Iteration 0F: 3 clusters Score -3104395 nChanged 12163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13266 members 
Mstep: Class 2 contains 13228 members 
Entering Unmasked Estep 
Score: -3111275.500000 Penalty: 3310.018799
	Iteration 1F: 3 clusters Score -3111276 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13194 members 
Mstep: Class 2 contains 13300 members 
Entering Unmasked Estep 
Score: -3111870.250000 Penalty: 3310.018799
	Iteration 2F: 3 clusters Score -3111870 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13166 members 
Mstep: Class 2 contains 13328 members 
Entering Unmasked Estep 
Score: -3112565.250000 Penalty: 3310.018799
	Iteration 3F: 3 clusters Score -3112565 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13188 members 
Mstep: Class 2 contains 13306 members 
Entering Unmasked Estep 
Score: -3113332.000000 Penalty: 3310.018799
	Iteration 4F: 3 clusters Score -3113332 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13217 members 
Mstep: Class 2 contains 13277 members 
Entering Unmasked Estep 
Score: -3114072.500000 Penalty: 3310.018799
	Iteration 5F: 3 clusters Score -3114072 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13180 members 
Mstep: Class 2 contains 13314 members 
Entering Unmasked Estep 
Score: -3114701.500000 Penalty: 3310.018799
	Iteration 6F: 3 clusters Score -3114702 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13094 members 
Mstep: Class 2 contains 13400 members 
Entering Unmasked Estep 
Score: -3115213.750000 Penalty: 3310.018799
	Iteration 7Q: 3 clusters Score -3115214 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12960 members 
Mstep: Class 2 contains 13534 members 
Entering Unmasked Estep 
Score: -3115660.000000 Penalty: 3310.018799
	Iteration 8Q: 3 clusters Score -3115660 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12800 members 
Mstep: Class 2 contains 13694 members 
Entering Unmasked Estep 
Score: -3116060.000000 Penalty: 3310.018799
	Iteration 9Q: 3 clusters Score -3116060 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12596 members 
Mstep: Class 2 contains 13898 members 
Entering Unmasked Estep 
Score: -3116405.500000 Penalty: 3310.018799
	Iteration 10Q: 3 clusters Score -3116406 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12375 members 
Mstep: Class 2 contains 14119 members 
Entering Unmasked Estep 
Score: -3116706.750000 Penalty: 3310.018799
	Iteration 11Q: 3 clusters Score -3116707 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12154 members 
Mstep: Class 2 contains 14340 members 
Entering Unmasked Estep 
Score: -3117003.250000 Penalty: 3310.018799
	Iteration 12Q: 3 clusters Score -3117003 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11918 members 
Mstep: Class 2 contains 14576 members 
Entering Unmasked Estep 
Score: -3117227.500000 Penalty: 3310.018799
	Iteration 13Q: 3 clusters Score -3117228 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11649 members 
Mstep: Class 2 contains 14845 members 
Entering Unmasked Estep 
Score: -3117422.750000 Penalty: 3310.018799
	Iteration 14Q: 3 clusters Score -3117423 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11360 members 
Mstep: Class 2 contains 15134 members 
Entering Unmasked Estep 
Score: -3117554.750000 Penalty: 3310.018799
	Iteration 15Q: 3 clusters Score -3117555 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11075 members 
Mstep: Class 2 contains 15419 members 
Entering Unmasked Estep 
Score: -3117672.000000 Penalty: 3310.018799
	Iteration 16Q: 3 clusters Score -3117672 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10808 members 
Mstep: Class 2 contains 15686 members 
Entering Unmasked Estep 
Score: -3117776.250000 Penalty: 3310.018799
	Iteration 17Q: 3 clusters Score -3117776 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10523 members 
Mstep: Class 2 contains 15971 members 
Entering Unmasked Estep 
Score: -3117898.000000 Penalty: 3310.018799
	Iteration 18Q: 3 clusters Score -3117898 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10219 members 
Mstep: Class 2 contains 16275 members 
Entering Unmasked Estep 
Score: -3117996.750000 Penalty: 3310.018799
	Iteration 19Q: 3 clusters Score -3117997 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9901 members 
Mstep: Class 2 contains 16593 members 
Entering Unmasked Estep 
Score: -3118097.250000 Penalty: 3310.018799
	Iteration 20F: 3 clusters Score -3118097 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9566 members 
Mstep: Class 2 contains 16928 members 
Entering Unmasked Estep 
Score: -3118196.750000 Penalty: 3310.018799
	Iteration 21Q: 3 clusters Score -3118197 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9233 members 
Mstep: Class 2 contains 17261 members 
Entering Unmasked Estep 
Score: -3118309.000000 Penalty: 3310.018799
	Iteration 22Q: 3 clusters Score -3118309 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8890 members 
Mstep: Class 2 contains 17604 members 
Entering Unmasked Estep 
Score: -3118402.500000 Penalty: 3310.018799
	Iteration 23Q: 3 clusters Score -3118402 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8529 members 
Mstep: Class 2 contains 17965 members 
Entering Unmasked Estep 
Score: -3118515.250000 Penalty: 3310.018799
	Iteration 24Q: 3 clusters Score -3118515 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8156 members 
Mstep: Class 2 contains 18338 members 
Entering Unmasked Estep 
Score: -3118634.500000 Penalty: 3310.018799
	Iteration 25Q: 3 clusters Score -3118634 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7783 members 
Mstep: Class 2 contains 18711 members 
Entering Unmasked Estep 
Score: -3118730.000000 Penalty: 3310.018799
	Iteration 26Q: 3 clusters Score -3118730 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7420 members 
Mstep: Class 2 contains 19074 members 
Entering Unmasked Estep 
Score: -3118837.500000 Penalty: 3310.018799
	Iteration 27Q: 3 clusters Score -3118838 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7037 members 
Mstep: Class 2 contains 19457 members 
Entering Unmasked Estep 
Score: -3118957.500000 Penalty: 3310.018799
	Iteration 28Q: 3 clusters Score -3118958 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6662 members 
Mstep: Class 2 contains 19832 members 
Entering Unmasked Estep 
Score: -3119090.250000 Penalty: 3310.018799
	Iteration 29Q: 3 clusters Score -3119090 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6267 members 
Mstep: Class 2 contains 20227 members 
Entering Unmasked Estep 
Score: -3119216.250000 Penalty: 3310.018799
	Iteration 30Q: 3 clusters Score -3119216 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5881 members 
Mstep: Class 2 contains 20613 members 
Entering Unmasked Estep 
Score: -3119333.250000 Penalty: 3310.018799
	Iteration 31Q: 3 clusters Score -3119333 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5511 members 
Mstep: Class 2 contains 20983 members 
Entering Unmasked Estep 
Score: -3119458.000000 Penalty: 3310.018799
	Iteration 32Q: 3 clusters Score -3119458 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 21374 members 
Entering Unmasked Estep 
Score: -3119614.500000 Penalty: 3310.018799
	Iteration 33Q: 3 clusters Score -3119614 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 21791 members 
Entering Unmasked Estep 
Score: -3119790.250000 Penalty: 3310.018799
	Iteration 34Q: 3 clusters Score -3119790 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 22203 members 
Entering Unmasked Estep 
Score: -3119972.750000 Penalty: 3310.018799
	Iteration 35Q: 3 clusters Score -3119973 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 22566 members 
Entering Unmasked Estep 
Score: -3120096.500000 Penalty: 3310.018799
	Iteration 36Q: 3 clusters Score -3120096 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 22888 members 
Entering Unmasked Estep 
Score: -3120239.750000 Penalty: 3310.018799
	Iteration 37Q: 3 clusters Score -3120240 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 23203 members 
Entering Unmasked Estep 
Score: -3120371.750000 Penalty: 3310.018799
	Iteration 38Q: 3 clusters Score -3120372 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 23477 members 
Entering Unmasked Estep 
Score: -3120467.250000 Penalty: 3310.018799
	Iteration 39Q: 3 clusters Score -3120467 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 23713 members 
Entering Unmasked Estep 
Score: -3120573.250000 Penalty: 3310.018799
	Iteration 40F: 3 clusters Score -3120573 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 23933 members 
Entering Unmasked Estep 
Score: -3120659.250000 Penalty: 3310.018799
	Iteration 41Q: 3 clusters Score -3120659 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 24120 members 
Entering Unmasked Estep 
Score: -3120725.000000 Penalty: 3310.018799
	Iteration 42Q: 3 clusters Score -3120725 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 24279 members 
Entering Unmasked Estep 
Score: -3120765.500000 Penalty: 3310.018799
	Iteration 43Q: 3 clusters Score -3120766 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 24420 members 
Entering Unmasked Estep 
Score: -3120820.500000 Penalty: 3310.018799
	Iteration 44Q: 3 clusters Score -3120820 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 24545 members 
Entering Unmasked Estep 
Score: -3120861.000000 Penalty: 3310.018799
	Iteration 45Q: 3 clusters Score -3120861 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 24651 members 
Entering Unmasked Estep 
Score: -3120889.250000 Penalty: 3310.018799
	Iteration 46Q: 3 clusters Score -3120889 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 24756 members 
Entering Unmasked Estep 
Score: -3120940.000000 Penalty: 3310.018799
	Iteration 47Q: 3 clusters Score -3120940 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 24834 members 
Entering Unmasked Estep 
Score: -3120972.250000 Penalty: 3310.018799
	Iteration 48Q: 3 clusters Score -3120972 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 24921 members 
Entering Unmasked Estep 
Score: -3120996.500000 Penalty: 3310.018799
	Iteration 49Q: 3 clusters Score -3120996 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 24999 members 
Entering Unmasked Estep 
Score: -3121025.000000 Penalty: 3310.018799
	Iteration 50Q: 3 clusters Score -3121025 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 25047 members 
Entering Unmasked Estep 
Score: -3121037.500000 Penalty: 3310.018799
	Iteration 51Q: 3 clusters Score -3121038 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 25104 members 
Entering Unmasked Estep 
Score: -3121054.250000 Penalty: 3310.018799
	Iteration 52Q: 3 clusters Score -3121054 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 25151 members 
Entering Unmasked Estep 
Score: -3121067.000000 Penalty: 3310.018799
	Iteration 53Q: 3 clusters Score -3121067 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 25194 members 
Entering Unmasked Estep 
Score: -3121068.000000 Penalty: 3310.018799
	Iteration 54Q: 3 clusters Score -3121068 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 25236 members 
Entering Unmasked Estep 
Score: -3121088.250000 Penalty: 3310.018799
	Iteration 55Q: 3 clusters Score -3121088 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 25263 members 
Entering Unmasked Estep 
Score: -3121100.000000 Penalty: 3310.018799
	Iteration 56Q: 3 clusters Score -3121100 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 25284 members 
Entering Unmasked Estep 
Score: -3121102.250000 Penalty: 3310.018799
	Iteration 57Q: 3 clusters Score -3121102 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 25293 members 
Entering Unmasked Estep 
Score: -3121109.000000 Penalty: 3310.018799
	Iteration 58Q: 3 clusters Score -3121109 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 25307 members 
Entering Unmasked Estep 
Score: -3121113.750000 Penalty: 3310.018799
	Iteration 59Q: 3 clusters Score -3121114 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 25326 members 
Entering Unmasked Estep 
Score: -3121114.000000 Penalty: 3310.018799
	Iteration 60F: 3 clusters Score -3121114 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 25345 members 
Entering Unmasked Estep 
Score: -3121121.500000 Penalty: 3310.018799
	Iteration 61Q: 3 clusters Score -3121122 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 25364 members 
Entering Unmasked Estep 
Score: -3121121.000000 Penalty: 3310.018799
	Iteration 62Q: 3 clusters Score -3121121 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 25376 members 
Entering Unmasked Estep 
Score: -3121128.000000 Penalty: 3310.018799
	Iteration 63Q: 3 clusters Score -3121128 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 25391 members 
Entering Unmasked Estep 
Score: -3121132.250000 Penalty: 3310.018799
	Iteration 64Q: 3 clusters Score -3121132 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 25403 members 
Entering Unmasked Estep 
Score: -3121137.000000 Penalty: 3310.018799
	Iteration 65Q: 3 clusters Score -3121137 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 25412 members 
Entering Unmasked Estep 
Score: -3121139.500000 Penalty: 3310.018799
	Iteration 66Q: 3 clusters Score -3121140 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 25417 members 
Entering Unmasked Estep 
Score: -3121142.000000 Penalty: 3310.018799
	Iteration 67Q: 3 clusters Score -3121142 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 25427 members 
Entering Unmasked Estep 
Score: -3121148.000000 Penalty: 3310.018799
	Iteration 68Q: 3 clusters Score -3121148 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 25439 members 
Entering Unmasked Estep 
Score: -3121154.500000 Penalty: 3310.018799
	Iteration 69Q: 3 clusters Score -3121154 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 25455 members 
Entering Unmasked Estep 
Score: -3121164.250000 Penalty: 3310.018799
	Iteration 70Q: 3 clusters Score -3121164 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 25468 members 
Entering Unmasked Estep 
Score: -3121168.750000 Penalty: 3310.018799
	Iteration 71Q: 3 clusters Score -3121169 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 25473 members 
Entering Unmasked Estep 
Score: -3121171.000000 Penalty: 3310.018799
	Iteration 72Q: 3 clusters Score -3121171 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 25481 members 
Entering Unmasked Estep 
Score: -3121172.750000 Penalty: 3310.018799
	Iteration 73Q: 3 clusters Score -3121173 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 25486 members 
Entering Unmasked Estep 
Score: -3121181.250000 Penalty: 3310.018799
	Iteration 74Q: 3 clusters Score -3121181 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 25493 members 
Entering Unmasked Estep 
Score: -3121183.500000 Penalty: 3310.018799
	Iteration 75Q: 3 clusters Score -3121184 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 25497 members 
Entering Unmasked Estep 
Score: -3121184.250000 Penalty: 3310.018799
	Iteration 76Q: 3 clusters Score -3121184 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 25499 members 
Entering Unmasked Estep 
Score: -3121181.500000 Penalty: 3310.018799
	Iteration 77Q: 3 clusters Score -3121182 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 25502 members 
Entering Unmasked Estep 
Score: -3121185.250000 Penalty: 3310.018799
	Iteration 78Q: 3 clusters Score -3121185 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 25503 members 
Entering Unmasked Estep 
Score: -3121184.000000 Penalty: 3310.018799
	Iteration 79Q: 3 clusters Score -3121184 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 25504 members 
Entering Unmasked Estep 
Score: -3121183.750000 Penalty: 3310.018799
	Iteration 80F: 3 clusters Score -3121184 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (1978 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Entering Unmasked Estep 
Score: -245644.750000 Penalty: 1233.349243
	Iteration 0F: 2 clusters Score -245644.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -243591.062500 Penalty: 2466.698486
	Iteration 0F: 3 clusters Score -243591.1 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -244096.671875 Penalty: 2466.698486
	Iteration 1F: 3 clusters Score -244096.7 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -244313.187500 Penalty: 2466.698486
	Iteration 2F: 3 clusters Score -244313.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -244520.187500 Penalty: 2466.698486
	Iteration 3F: 3 clusters Score -244520.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -244677.265625 Penalty: 2466.698486
	Iteration 4F: 3 clusters Score -244677.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -244773.750000 Penalty: 2466.698486
	Iteration 5Q: 3 clusters Score -244773.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -244837.031250 Penalty: 2466.698486
	Iteration 6Q: 3 clusters Score -244837 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -244895.062500 Penalty: 2466.698486
	Iteration 7Q: 3 clusters Score -244895.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -244953.250000 Penalty: 2466.698486
	Iteration 8Q: 3 clusters Score -244953.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -244987.796875 Penalty: 2466.698486
	Iteration 9Q: 3 clusters Score -244987.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -245001.437500 Penalty: 2466.698486
	Iteration 10Q: 3 clusters Score -245001.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -245012.203125 Penalty: 2466.698486
	Iteration 11Q: 3 clusters Score -245012.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -245022.171875 Penalty: 2466.698486
	Iteration 12Q: 3 clusters Score -245022.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -245028.453125 Penalty: 2466.698486
	Iteration 13Q: 3 clusters Score -245028.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -245035.859375 Penalty: 2466.698486
	Iteration 14Q: 3 clusters Score -245035.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -245045.671875 Penalty: 2466.698486
	Iteration 15Q: 3 clusters Score -245045.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -245058.281250 Penalty: 2466.698486
	Iteration 16Q: 3 clusters Score -245058.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -245067.875000 Penalty: 2466.698486
	Iteration 17Q: 3 clusters Score -245067.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -245075.500000 Penalty: 2466.698486
	Iteration 18Q: 3 clusters Score -245075.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -245082.921875 Penalty: 2466.698486
	Iteration 19Q: 3 clusters Score -245082.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -245089.812500 Penalty: 2466.698486
	Iteration 20F: 3 clusters Score -245089.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -245096.578125 Penalty: 2466.698486
	Iteration 21Q: 3 clusters Score -245096.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -245098.812500 Penalty: 2466.698486
	Iteration 22Q: 3 clusters Score -245098.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -245102.406250 Penalty: 2466.698486
	Iteration 23Q: 3 clusters Score -245102.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -245108.765625 Penalty: 2466.698486
	Iteration 24Q: 3 clusters Score -245108.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -245116.328125 Penalty: 2466.698486
	Iteration 25Q: 3 clusters Score -245116.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -245121.078125 Penalty: 2466.698486
	Iteration 26Q: 3 clusters Score -245121.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -245121.937500 Penalty: 2466.698486
	Iteration 27Q: 3 clusters Score -245121.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -245122.921875 Penalty: 2466.698486
	Iteration 28Q: 3 clusters Score -245122.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -245123.062500 Penalty: 2466.698486
	Iteration 29Q: 3 clusters Score -245123.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -245123.062500 Penalty: 2466.698486
	Iteration 30F: 3 clusters Score -245123.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (13424 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13424 members 
Entering Unmasked Estep 
Score: -1704030.250000 Penalty: 1544.530029
	Iteration 0F: 2 clusters Score -1704030 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6736 members 
Mstep: Class 2 contains 6688 members 
Entering Unmasked Estep 
Score: -1694644.750000 Penalty: 3089.060059
	Iteration 0F: 3 clusters Score -1694645 nChanged 6014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7000 members 
Mstep: Class 2 contains 6424 members 
Entering Unmasked Estep 
Score: -1698025.750000 Penalty: 3089.060059
	Iteration 1F: 3 clusters Score -1698026 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7327 members 
Mstep: Class 2 contains 6097 members 
Entering Unmasked Estep 
Score: -1698682.750000 Penalty: 3089.060059
	Iteration 2F: 3 clusters Score -1698683 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7776 members 
Mstep: Class 2 contains 5648 members 
Entering Unmasked Estep 
Score: -1699544.375000 Penalty: 3089.060059
	Iteration 3F: 3 clusters Score -1699544 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8258 members 
Mstep: Class 2 contains 5166 members 
Entering Unmasked Estep 
Score: -1700427.500000 Penalty: 3089.060059
	Iteration 4F: 3 clusters Score -1700428 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8715 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -1701161.250000 Penalty: 3089.060059
	Iteration 5F: 3 clusters Score -1701161 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9123 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -1701633.500000 Penalty: 3089.060059
	Iteration 6F: 3 clusters Score -1701634 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9439 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -1701864.875000 Penalty: 3089.060059
	Iteration 7Q: 3 clusters Score -1701865 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9698 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -1701987.750000 Penalty: 3089.060059
	Iteration 8Q: 3 clusters Score -1701988 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9906 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -1702056.750000 Penalty: 3089.060059
	Iteration 9Q: 3 clusters Score -1702057 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10090 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -1702132.125000 Penalty: 3089.060059
	Iteration 10Q: 3 clusters Score -1702132 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10257 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -1702180.125000 Penalty: 3089.060059
	Iteration 11Q: 3 clusters Score -1702180 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10405 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -1702215.875000 Penalty: 3089.060059
	Iteration 12Q: 3 clusters Score -1702216 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10531 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -1702241.875000 Penalty: 3089.060059
	Iteration 13Q: 3 clusters Score -1702242 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10644 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -1702281.250000 Penalty: 3089.060059
	Iteration 14Q: 3 clusters Score -1702281 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10758 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -1702299.625000 Penalty: 3089.060059
	Iteration 15Q: 3 clusters Score -1702300 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10869 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -1702335.125000 Penalty: 3089.060059
	Iteration 16Q: 3 clusters Score -1702335 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10978 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -1702371.250000 Penalty: 3089.060059
	Iteration 17Q: 3 clusters Score -1702371 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11098 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -1702409.000000 Penalty: 3089.060059
	Iteration 18Q: 3 clusters Score -1702409 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11199 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -1702442.125000 Penalty: 3089.060059
	Iteration 19Q: 3 clusters Score -1702442 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11289 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -1702479.375000 Penalty: 3089.060059
	Iteration 20F: 3 clusters Score -1702479 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11370 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -1702507.625000 Penalty: 3089.060059
	Iteration 21Q: 3 clusters Score -1702508 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11454 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -1702539.625000 Penalty: 3089.060059
	Iteration 22Q: 3 clusters Score -1702540 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11540 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -1702568.625000 Penalty: 3089.060059
	Iteration 23Q: 3 clusters Score -1702569 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11599 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -1702589.375000 Penalty: 3089.060059
	Iteration 24Q: 3 clusters Score -1702589 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11653 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -1702602.375000 Penalty: 3089.060059
	Iteration 25Q: 3 clusters Score -1702602 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11703 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -1702621.875000 Penalty: 3089.060059
	Iteration 26Q: 3 clusters Score -1702622 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11748 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -1702633.500000 Penalty: 3089.060059
	Iteration 27Q: 3 clusters Score -1702634 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11791 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -1702641.625000 Penalty: 3089.060059
	Iteration 28Q: 3 clusters Score -1702642 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11837 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -1702652.750000 Penalty: 3089.060059
	Iteration 29Q: 3 clusters Score -1702653 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11885 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -1702667.125000 Penalty: 3089.060059
	Iteration 30Q: 3 clusters Score -1702667 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11923 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -1702681.750000 Penalty: 3089.060059
	Iteration 31Q: 3 clusters Score -1702682 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11962 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -1702686.500000 Penalty: 3089.060059
	Iteration 32Q: 3 clusters Score -1702686 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11995 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -1702693.000000 Penalty: 3089.060059
	Iteration 33Q: 3 clusters Score -1702693 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12029 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -1702703.250000 Penalty: 3089.060059
	Iteration 34Q: 3 clusters Score -1702703 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12060 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -1702710.750000 Penalty: 3089.060059
	Iteration 35Q: 3 clusters Score -1702711 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12086 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -1702721.125000 Penalty: 3089.060059
	Iteration 36Q: 3 clusters Score -1702721 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12109 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -1702725.875000 Penalty: 3089.060059
	Iteration 37Q: 3 clusters Score -1702726 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12127 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -1702736.375000 Penalty: 3089.060059
	Iteration 38Q: 3 clusters Score -1702736 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12143 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -1702741.000000 Penalty: 3089.060059
	Iteration 39Q: 3 clusters Score -1702741 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12159 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -1702743.625000 Penalty: 3089.060059
	Iteration 40F: 3 clusters Score -1702744 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12169 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -1702746.000000 Penalty: 3089.060059
	Iteration 41Q: 3 clusters Score -1702746 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12182 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -1702751.125000 Penalty: 3089.060059
	Iteration 42Q: 3 clusters Score -1702751 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12194 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -1702756.500000 Penalty: 3089.060059
	Iteration 43Q: 3 clusters Score -1702756 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12211 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -1702760.000000 Penalty: 3089.060059
	Iteration 44Q: 3 clusters Score -1702760 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12220 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -1702762.750000 Penalty: 3089.060059
	Iteration 45Q: 3 clusters Score -1702763 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12229 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -1702766.250000 Penalty: 3089.060059
	Iteration 46Q: 3 clusters Score -1702766 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12238 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -1702766.375000 Penalty: 3089.060059
	Iteration 47Q: 3 clusters Score -1702766 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12242 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -1702764.000000 Penalty: 3089.060059
	Iteration 48Q: 3 clusters Score -1702764 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12249 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -1702765.625000 Penalty: 3089.060059
	Iteration 49Q: 3 clusters Score -1702766 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12257 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -1702770.250000 Penalty: 3089.060059
	Iteration 50Q: 3 clusters Score -1702770 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12262 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -1702771.375000 Penalty: 3089.060059
	Iteration 51Q: 3 clusters Score -1702771 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12272 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -1702768.750000 Penalty: 3089.060059
	Iteration 52Q: 3 clusters Score -1702769 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12280 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -1702777.875000 Penalty: 3089.060059
	Iteration 53Q: 3 clusters Score -1702778 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12289 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -1702776.000000 Penalty: 3089.060059
	Iteration 54Q: 3 clusters Score -1702776 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12302 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -1702778.250000 Penalty: 3089.060059
	Iteration 55Q: 3 clusters Score -1702778 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12310 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -1702779.125000 Penalty: 3089.060059
	Iteration 56Q: 3 clusters Score -1702779 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12317 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -1702787.375000 Penalty: 3089.060059
	Iteration 57Q: 3 clusters Score -1702787 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12321 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -1702787.625000 Penalty: 3089.060059
	Iteration 58Q: 3 clusters Score -1702788 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12327 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -1702786.750000 Penalty: 3089.060059
	Iteration 59Q: 3 clusters Score -1702787 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12334 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -1702794.750000 Penalty: 3089.060059
	Iteration 60F: 3 clusters Score -1702795 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12343 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -1702792.000000 Penalty: 3089.060059
	Iteration 61Q: 3 clusters Score -1702792 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12351 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -1702793.000000 Penalty: 3089.060059
	Iteration 62Q: 3 clusters Score -1702793 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12363 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -1702795.250000 Penalty: 3089.060059
	Iteration 63Q: 3 clusters Score -1702795 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12370 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -1702797.750000 Penalty: 3089.060059
	Iteration 64Q: 3 clusters Score -1702798 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12377 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -1702802.500000 Penalty: 3089.060059
	Iteration 65Q: 3 clusters Score -1702802 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12385 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -1702805.000000 Penalty: 3089.060059
	Iteration 66Q: 3 clusters Score -1702805 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12393 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -1702808.125000 Penalty: 3089.060059
	Iteration 67Q: 3 clusters Score -1702808 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12399 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -1702807.000000 Penalty: 3089.060059
	Iteration 68Q: 3 clusters Score -1702807 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12409 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -1702814.000000 Penalty: 3089.060059
	Iteration 69Q: 3 clusters Score -1702814 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12420 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -1702814.500000 Penalty: 3089.060059
	Iteration 70Q: 3 clusters Score -1702814 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12431 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -1702815.000000 Penalty: 3089.060059
	Iteration 71Q: 3 clusters Score -1702815 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12442 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -1702817.625000 Penalty: 3089.060059
	Iteration 72Q: 3 clusters Score -1702818 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12455 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -1702824.000000 Penalty: 3089.060059
	Iteration 73Q: 3 clusters Score -1702824 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12473 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -1702824.875000 Penalty: 3089.060059
	Iteration 74Q: 3 clusters Score -1702825 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12487 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -1702830.250000 Penalty: 3089.060059
	Iteration 75Q: 3 clusters Score -1702830 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12499 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -1702834.875000 Penalty: 3089.060059
	Iteration 76Q: 3 clusters Score -1702835 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12514 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -1702845.625000 Penalty: 3089.060059
	Iteration 77Q: 3 clusters Score -1702846 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12523 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -1702851.625000 Penalty: 3089.060059
	Iteration 78Q: 3 clusters Score -1702852 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12531 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -1702853.375000 Penalty: 3089.060059
	Iteration 79Q: 3 clusters Score -1702853 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12536 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -1702850.750000 Penalty: 3089.060059
	Iteration 80F: 3 clusters Score -1702851 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12540 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -1702853.375000 Penalty: 3089.060059
	Iteration 81Q: 3 clusters Score -1702853 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12544 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -1702855.125000 Penalty: 3089.060059
	Iteration 82Q: 3 clusters Score -1702855 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12549 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -1702860.250000 Penalty: 3089.060059
	Iteration 83Q: 3 clusters Score -1702860 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12554 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -1702863.750000 Penalty: 3089.060059
	Iteration 84Q: 3 clusters Score -1702864 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12557 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -1702863.750000 Penalty: 3089.060059
	Iteration 85Q: 3 clusters Score -1702864 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12563 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -1702865.250000 Penalty: 3089.060059
	Iteration 86Q: 3 clusters Score -1702865 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12568 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -1702866.125000 Penalty: 3089.060059
	Iteration 87Q: 3 clusters Score -1702866 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12571 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -1702866.000000 Penalty: 3089.060059
	Iteration 88Q: 3 clusters Score -1702866 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12573 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -1702868.750000 Penalty: 3089.060059
	Iteration 89Q: 3 clusters Score -1702869 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12575 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -1702869.250000 Penalty: 3089.060059
	Iteration 90Q: 3 clusters Score -1702869 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12578 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -1702869.125000 Penalty: 3089.060059
	Iteration 91Q: 3 clusters Score -1702869 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12580 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -1702867.375000 Penalty: 3089.060059
	Iteration 92Q: 3 clusters Score -1702867 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12580 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -1702869.500000 Penalty: 3089.060059
	Iteration 93Q: 3 clusters Score -1702870 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12580 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -1702869.500000 Penalty: 3089.060059
	Iteration 94F: 3 clusters Score -1702870 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (435 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Entering Unmasked Estep 
Score: -46690.031250 Penalty: 987.243713
	Iteration 0F: 2 clusters Score -46690.03 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 205 members 
Entering Unmasked Estep 
Score: -45743.003906 Penalty: 1974.487427
	Iteration 0F: 3 clusters Score -45743 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -45916.105469 Penalty: 1974.487427
	Iteration 1F: 3 clusters Score -45916.11 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -45974.554688 Penalty: 1974.487427
	Iteration 2F: 3 clusters Score -45974.55 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -45990.953125 Penalty: 1974.487427
	Iteration 3Q: 3 clusters Score -45990.95 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -45999.109375 Penalty: 1974.487427
	Iteration 4Q: 3 clusters Score -45999.11 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -46030.988281 Penalty: 1974.487427
	Iteration 5Q: 3 clusters Score -46030.99 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -46040.625000 Penalty: 1974.487427
	Iteration 6Q: 3 clusters Score -46040.62 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -46052.531250 Penalty: 1974.487427
	Iteration 7Q: 3 clusters Score -46052.53 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -46057.945312 Penalty: 1974.487427
	Iteration 8Q: 3 clusters Score -46057.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -46061.117188 Penalty: 1974.487427
	Iteration 9Q: 3 clusters Score -46061.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -46071.226562 Penalty: 1974.487427
	Iteration 10Q: 3 clusters Score -46071.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -46074.667969 Penalty: 1974.487427
	Iteration 11Q: 3 clusters Score -46074.67 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -46081.167969 Penalty: 1974.487427
	Iteration 12Q: 3 clusters Score -46081.17 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -46084.703125 Penalty: 1974.487427
	Iteration 13Q: 3 clusters Score -46084.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -46087.148438 Penalty: 1974.487427
	Iteration 14Q: 3 clusters Score -46087.15 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -46089.566406 Penalty: 1974.487427
	Iteration 15Q: 3 clusters Score -46089.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -46089.566406 Penalty: 1974.487427
	Iteration 16F: 3 clusters Score -46089.57 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (26671 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26671 members 
Entering Unmasked Estep 
Score: -3362335.500000 Penalty: 1656.091431
	Iteration 0F: 2 clusters Score -3362336 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13169 members 
Mstep: Class 2 contains 13502 members 
Entering Unmasked Estep 
Score: -3344295.000000 Penalty: 3312.182861
	Iteration 0F: 3 clusters Score -3344295 nChanged 12214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12373 members 
Mstep: Class 2 contains 14298 members 
Entering Unmasked Estep 
Score: -3351357.000000 Penalty: 3312.182861
	Iteration 1F: 3 clusters Score -3351357 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11783 members 
Mstep: Class 2 contains 14888 members 
Entering Unmasked Estep 
Score: -3352185.250000 Penalty: 3312.182861
	Iteration 2F: 3 clusters Score -3352185 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10936 members 
Mstep: Class 2 contains 15735 members 
Entering Unmasked Estep 
Score: -3353242.000000 Penalty: 3312.182861
	Iteration 3F: 3 clusters Score -3353242 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9827 members 
Mstep: Class 2 contains 16844 members 
Entering Unmasked Estep 
Score: -3354583.000000 Penalty: 3312.182861
	Iteration 4F: 3 clusters Score -3354583 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8639 members 
Mstep: Class 2 contains 18032 members 
Entering Unmasked Estep 
Score: -3356011.250000 Penalty: 3312.182861
	Iteration 5F: 3 clusters Score -3356011 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7524 members 
Mstep: Class 2 contains 19147 members 
Entering Unmasked Estep 
Score: -3357503.000000 Penalty: 3312.182861
	Iteration 6F: 3 clusters Score -3357503 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6657 members 
Mstep: Class 2 contains 20014 members 
Entering Unmasked Estep 
Score: -3358734.750000 Penalty: 3312.182861
	Iteration 7F: 3 clusters Score -3358735 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6037 members 
Mstep: Class 2 contains 20634 members 
Entering Unmasked Estep 
Score: -3359514.000000 Penalty: 3312.182861
	Iteration 8Q: 3 clusters Score -3359514 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5548 members 
Mstep: Class 2 contains 21123 members 
Entering Unmasked Estep 
Score: -3359957.500000 Penalty: 3312.182861
	Iteration 9Q: 3 clusters Score -3359958 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 21511 members 
Entering Unmasked Estep 
Score: -3360149.750000 Penalty: 3312.182861
	Iteration 10Q: 3 clusters Score -3360150 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 21836 members 
Entering Unmasked Estep 
Score: -3360291.000000 Penalty: 3312.182861
	Iteration 11Q: 3 clusters Score -3360291 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 22119 members 
Entering Unmasked Estep 
Score: -3360368.750000 Penalty: 3312.182861
	Iteration 12Q: 3 clusters Score -3360369 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 22372 members 
Entering Unmasked Estep 
Score: -3360457.250000 Penalty: 3312.182861
	Iteration 13Q: 3 clusters Score -3360457 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 22593 members 
Entering Unmasked Estep 
Score: -3360530.500000 Penalty: 3312.182861
	Iteration 14Q: 3 clusters Score -3360530 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 22797 members 
Entering Unmasked Estep 
Score: -3360587.500000 Penalty: 3312.182861
	Iteration 15Q: 3 clusters Score -3360588 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 22970 members 
Entering Unmasked Estep 
Score: -3360644.750000 Penalty: 3312.182861
	Iteration 16Q: 3 clusters Score -3360645 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 23113 members 
Entering Unmasked Estep 
Score: -3360666.250000 Penalty: 3312.182861
	Iteration 17Q: 3 clusters Score -3360666 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 23259 members 
Entering Unmasked Estep 
Score: -3360708.500000 Penalty: 3312.182861
	Iteration 18Q: 3 clusters Score -3360708 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 23389 members 
Entering Unmasked Estep 
Score: -3360742.250000 Penalty: 3312.182861
	Iteration 19Q: 3 clusters Score -3360742 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 23514 members 
Entering Unmasked Estep 
Score: -3360775.250000 Penalty: 3312.182861
	Iteration 20F: 3 clusters Score -3360775 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 23640 members 
Entering Unmasked Estep 
Score: -3360816.500000 Penalty: 3312.182861
	Iteration 21Q: 3 clusters Score -3360816 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 23759 members 
Entering Unmasked Estep 
Score: -3360857.000000 Penalty: 3312.182861
	Iteration 22Q: 3 clusters Score -3360857 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 23857 members 
Entering Unmasked Estep 
Score: -3360867.750000 Penalty: 3312.182861
	Iteration 23Q: 3 clusters Score -3360868 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 23943 members 
Entering Unmasked Estep 
Score: -3360883.750000 Penalty: 3312.182861
	Iteration 24Q: 3 clusters Score -3360884 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 24023 members 
Entering Unmasked Estep 
Score: -3360910.000000 Penalty: 3312.182861
	Iteration 25Q: 3 clusters Score -3360910 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 24094 members 
Entering Unmasked Estep 
Score: -3360930.000000 Penalty: 3312.182861
	Iteration 26Q: 3 clusters Score -3360930 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 24157 members 
Entering Unmasked Estep 
Score: -3360937.000000 Penalty: 3312.182861
	Iteration 27Q: 3 clusters Score -3360937 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 24210 members 
Entering Unmasked Estep 
Score: -3360949.500000 Penalty: 3312.182861
	Iteration 28Q: 3 clusters Score -3360950 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 24274 members 
Entering Unmasked Estep 
Score: -3360969.500000 Penalty: 3312.182861
	Iteration 29Q: 3 clusters Score -3360970 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 24328 members 
Entering Unmasked Estep 
Score: -3360970.750000 Penalty: 3312.182861
	Iteration 30Q: 3 clusters Score -3360971 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 24389 members 
Entering Unmasked Estep 
Score: -3360993.000000 Penalty: 3312.182861
	Iteration 31Q: 3 clusters Score -3360993 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 24444 members 
Entering Unmasked Estep 
Score: -3361005.250000 Penalty: 3312.182861
	Iteration 32Q: 3 clusters Score -3361005 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 24496 members 
Entering Unmasked Estep 
Score: -3361022.750000 Penalty: 3312.182861
	Iteration 33Q: 3 clusters Score -3361023 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 24554 members 
Entering Unmasked Estep 
Score: -3361043.250000 Penalty: 3312.182861
	Iteration 34Q: 3 clusters Score -3361043 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 24617 members 
Entering Unmasked Estep 
Score: -3361051.000000 Penalty: 3312.182861
	Iteration 35Q: 3 clusters Score -3361051 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 24672 members 
Entering Unmasked Estep 
Score: -3361067.250000 Penalty: 3312.182861
	Iteration 36Q: 3 clusters Score -3361067 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 24713 members 
Entering Unmasked Estep 
Score: -3361083.500000 Penalty: 3312.182861
	Iteration 37Q: 3 clusters Score -3361084 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 24762 members 
Entering Unmasked Estep 
Score: -3361097.250000 Penalty: 3312.182861
	Iteration 38Q: 3 clusters Score -3361097 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 24808 members 
Entering Unmasked Estep 
Score: -3361109.750000 Penalty: 3312.182861
	Iteration 39Q: 3 clusters Score -3361110 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 24852 members 
Entering Unmasked Estep 
Score: -3361118.500000 Penalty: 3312.182861
	Iteration 40F: 3 clusters Score -3361118 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 24887 members 
Entering Unmasked Estep 
Score: -3361131.000000 Penalty: 3312.182861
	Iteration 41Q: 3 clusters Score -3361131 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 24917 members 
Entering Unmasked Estep 
Score: -3361149.000000 Penalty: 3312.182861
	Iteration 42Q: 3 clusters Score -3361149 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 24954 members 
Entering Unmasked Estep 
Score: -3361165.500000 Penalty: 3312.182861
	Iteration 43Q: 3 clusters Score -3361166 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 24988 members 
Entering Unmasked Estep 
Score: -3361180.500000 Penalty: 3312.182861
	Iteration 44Q: 3 clusters Score -3361180 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 25017 members 
Entering Unmasked Estep 
Score: -3361193.250000 Penalty: 3312.182861
	Iteration 45Q: 3 clusters Score -3361193 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 25047 members 
Entering Unmasked Estep 
Score: -3361207.500000 Penalty: 3312.182861
	Iteration 46Q: 3 clusters Score -3361208 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 25079 members 
Entering Unmasked Estep 
Score: -3361221.000000 Penalty: 3312.182861
	Iteration 47Q: 3 clusters Score -3361221 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 25105 members 
Entering Unmasked Estep 
Score: -3361227.500000 Penalty: 3312.182861
	Iteration 48Q: 3 clusters Score -3361228 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 25137 members 
Entering Unmasked Estep 
Score: -3361237.500000 Penalty: 3312.182861
	Iteration 49Q: 3 clusters Score -3361238 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 25159 members 
Entering Unmasked Estep 
Score: -3361237.500000 Penalty: 3312.182861
	Iteration 50Q: 3 clusters Score -3361238 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 25179 members 
Entering Unmasked Estep 
Score: -3361243.750000 Penalty: 3312.182861
	Iteration 51Q: 3 clusters Score -3361244 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 25192 members 
Entering Unmasked Estep 
Score: -3361250.000000 Penalty: 3312.182861
	Iteration 52Q: 3 clusters Score -3361250 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 25212 members 
Entering Unmasked Estep 
Score: -3361249.000000 Penalty: 3312.182861
	Iteration 53Q: 3 clusters Score -3361249 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 25232 members 
Entering Unmasked Estep 
Score: -3361257.250000 Penalty: 3312.182861
	Iteration 54Q: 3 clusters Score -3361257 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 25250 members 
Entering Unmasked Estep 
Score: -3361260.250000 Penalty: 3312.182861
	Iteration 55Q: 3 clusters Score -3361260 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 25268 members 
Entering Unmasked Estep 
Score: -3361261.250000 Penalty: 3312.182861
	Iteration 56Q: 3 clusters Score -3361261 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 25284 members 
Entering Unmasked Estep 
Score: -3361264.500000 Penalty: 3312.182861
	Iteration 57Q: 3 clusters Score -3361264 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 25295 members 
Entering Unmasked Estep 
Score: -3361272.250000 Penalty: 3312.182861
	Iteration 58Q: 3 clusters Score -3361272 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 25303 members 
Entering Unmasked Estep 
Score: -3361272.750000 Penalty: 3312.182861
	Iteration 59Q: 3 clusters Score -3361273 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 25310 members 
Entering Unmasked Estep 
Score: -3361276.500000 Penalty: 3312.182861
	Iteration 60F: 3 clusters Score -3361276 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 25324 members 
Entering Unmasked Estep 
Score: -3361277.000000 Penalty: 3312.182861
	Iteration 61Q: 3 clusters Score -3361277 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 25335 members 
Entering Unmasked Estep 
Score: -3361285.250000 Penalty: 3312.182861
	Iteration 62Q: 3 clusters Score -3361285 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 25346 members 
Entering Unmasked Estep 
Score: -3361284.250000 Penalty: 3312.182861
	Iteration 63Q: 3 clusters Score -3361284 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 25355 members 
Entering Unmasked Estep 
Score: -3361289.500000 Penalty: 3312.182861
	Iteration 64Q: 3 clusters Score -3361290 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 25358 members 
Entering Unmasked Estep 
Score: -3361290.500000 Penalty: 3312.182861
	Iteration 65Q: 3 clusters Score -3361290 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 25363 members 
Entering Unmasked Estep 
Score: -3361292.250000 Penalty: 3312.182861
	Iteration 66Q: 3 clusters Score -3361292 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 25366 members 
Entering Unmasked Estep 
Score: -3361290.000000 Penalty: 3312.182861
	Iteration 67Q: 3 clusters Score -3361290 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 25369 members 
Entering Unmasked Estep 
Score: -3361287.500000 Penalty: 3312.182861
	Iteration 68Q: 3 clusters Score -3361288 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 25372 members 
Entering Unmasked Estep 
Score: -3361288.250000 Penalty: 3312.182861
	Iteration 69Q: 3 clusters Score -3361288 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 25376 members 
Entering Unmasked Estep 
Score: -3361293.000000 Penalty: 3312.182861
	Iteration 70Q: 3 clusters Score -3361293 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 25378 members 
Entering Unmasked Estep 
Score: -3361294.750000 Penalty: 3312.182861
	Iteration 71Q: 3 clusters Score -3361295 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 25380 members 
Entering Unmasked Estep 
Score: -3361293.250000 Penalty: 3312.182861
	Iteration 72Q: 3 clusters Score -3361293 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 25380 members 
Entering Unmasked Estep 
Score: -3361293.250000 Penalty: 3312.182861
	Iteration 73F: 3 clusters Score -3361293 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (8338 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8338 members 
Entering Unmasked Estep 
Score: -1039479.187500 Penalty: 1467.144043
	Iteration 0F: 2 clusters Score -1039479 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -1033370.250000 Penalty: 2934.288086
	Iteration 0F: 3 clusters Score -1033370 nChanged 3591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -1035281.937500 Penalty: 2934.288086
	Iteration 1F: 3 clusters Score -1035282 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -1035575.250000 Penalty: 2934.288086
	Iteration 2F: 3 clusters Score -1035575 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -1035872.125000 Penalty: 2934.288086
	Iteration 3F: 3 clusters Score -1035872 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -1036185.000000 Penalty: 2934.288086
	Iteration 4F: 3 clusters Score -1036185 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5601 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -1036522.312500 Penalty: 2934.288086
	Iteration 5F: 3 clusters Score -1036522 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5938 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -1036828.812500 Penalty: 2934.288086
	Iteration 6F: 3 clusters Score -1036829 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6250 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -1037115.500000 Penalty: 2934.288086
	Iteration 7Q: 3 clusters Score -1037116 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6522 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -1037374.875000 Penalty: 2934.288086
	Iteration 8Q: 3 clusters Score -1037375 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6749 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -1037549.437500 Penalty: 2934.288086
	Iteration 9Q: 3 clusters Score -1037549 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6904 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -1037658.375000 Penalty: 2934.288086
	Iteration 10Q: 3 clusters Score -1037658 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7014 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -1037726.250000 Penalty: 2934.288086
	Iteration 11Q: 3 clusters Score -1037726 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7119 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -1037815.375000 Penalty: 2934.288086
	Iteration 12Q: 3 clusters Score -1037815 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7206 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -1037914.687500 Penalty: 2934.288086
	Iteration 13Q: 3 clusters Score -1037915 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7285 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -1038089.750000 Penalty: 2934.288086
	Iteration 14Q: 3 clusters Score -1038090 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7359 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -1038236.187500 Penalty: 2934.288086
	Iteration 15Q: 3 clusters Score -1038236 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7405 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -1038306.375000 Penalty: 2934.288086
	Iteration 16Q: 3 clusters Score -1038306 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7430 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -1038354.062500 Penalty: 2934.288086
	Iteration 17Q: 3 clusters Score -1038354 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7454 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -1038396.875000 Penalty: 2934.288086
	Iteration 18Q: 3 clusters Score -1038397 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7466 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -1038418.187500 Penalty: 2934.288086
	Iteration 19Q: 3 clusters Score -1038418 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7484 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -1038438.375000 Penalty: 2934.288086
	Iteration 20F: 3 clusters Score -1038438 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7497 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -1038451.250000 Penalty: 2934.288086
	Iteration 21Q: 3 clusters Score -1038451 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7507 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -1038457.000000 Penalty: 2934.288086
	Iteration 22Q: 3 clusters Score -1038457 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7512 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -1038463.937500 Penalty: 2934.288086
	Iteration 23Q: 3 clusters Score -1038464 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7522 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -1038471.812500 Penalty: 2934.288086
	Iteration 24Q: 3 clusters Score -1038472 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7527 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -1038476.937500 Penalty: 2934.288086
	Iteration 25Q: 3 clusters Score -1038477 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7530 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -1038478.750000 Penalty: 2934.288086
	Iteration 26Q: 3 clusters Score -1038479 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7533 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -1038479.000000 Penalty: 2934.288086
	Iteration 27Q: 3 clusters Score -1038479 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7538 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -1038480.062500 Penalty: 2934.288086
	Iteration 28Q: 3 clusters Score -1038480 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7540 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -1038481.875000 Penalty: 2934.288086
	Iteration 29Q: 3 clusters Score -1038482 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7541 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -1038482.500000 Penalty: 2934.288086
	Iteration 30Q: 3 clusters Score -1038482 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7541 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -1038482.500000 Penalty: 2934.288086
	Iteration 31F: 3 clusters Score -1038482 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (37638 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37638 members 
Entering Unmasked Estep 
Score: -4741693.000000 Penalty: 1712.062500
	Iteration 0F: 2 clusters Score -4741693 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18739 members 
Mstep: Class 2 contains 18899 members 
Entering Unmasked Estep 
Score: -4716458.000000 Penalty: 3424.125000
	Iteration 0F: 3 clusters Score -4716458 nChanged 17550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18229 members 
Mstep: Class 2 contains 19409 members 
Entering Unmasked Estep 
Score: -4726678.500000 Penalty: 3424.125000
	Iteration 1F: 3 clusters Score -4726678 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17964 members 
Mstep: Class 2 contains 19674 members 
Entering Unmasked Estep 
Score: -4727303.500000 Penalty: 3424.125000
	Iteration 2Q: 3 clusters Score -4727304 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17626 members 
Mstep: Class 2 contains 20012 members 
Entering Unmasked Estep 
Score: -4728114.500000 Penalty: 3424.125000
	Iteration 3Q: 3 clusters Score -4728114 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17200 members 
Mstep: Class 2 contains 20438 members 
Entering Unmasked Estep 
Score: -4729275.000000 Penalty: 3424.125000
	Iteration 4F: 3 clusters Score -4729275 nChanged 2186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16774 members 
Mstep: Class 2 contains 20864 members 
Entering Unmasked Estep 
Score: -4730872.500000 Penalty: 3424.125000
	Iteration 5F: 3 clusters Score -4730872 nChanged 2287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16511 members 
Mstep: Class 2 contains 21127 members 
Entering Unmasked Estep 
Score: -4732677.500000 Penalty: 3424.125000
	Iteration 6F: 3 clusters Score -4732678 nChanged 2273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16462 members 
Mstep: Class 2 contains 21176 members 
Entering Unmasked Estep 
Score: -4734216.000000 Penalty: 3424.125000
	Iteration 7F: 3 clusters Score -4734216 nChanged 1905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16645 members 
Mstep: Class 2 contains 20993 members 
Entering Unmasked Estep 
Score: -4735169.500000 Penalty: 3424.125000
	Iteration 8F: 3 clusters Score -4735170 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16992 members 
Mstep: Class 2 contains 20646 members 
Entering Unmasked Estep 
Score: -4735728.500000 Penalty: 3424.125000
	Iteration 9Q: 3 clusters Score -4735728 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17370 members 
Mstep: Class 2 contains 20268 members 
Entering Unmasked Estep 
Score: -4736027.500000 Penalty: 3424.125000
	Iteration 10Q: 3 clusters Score -4736028 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17810 members 
Mstep: Class 2 contains 19828 members 
Entering Unmasked Estep 
Score: -4736278.500000 Penalty: 3424.125000
	Iteration 11Q: 3 clusters Score -4736278 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18272 members 
Mstep: Class 2 contains 19366 members 
Entering Unmasked Estep 
Score: -4736432.000000 Penalty: 3424.125000
	Iteration 12Q: 3 clusters Score -4736432 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18787 members 
Mstep: Class 2 contains 18851 members 
Entering Unmasked Estep 
Score: -4736641.000000 Penalty: 3424.125000
	Iteration 13Q: 3 clusters Score -4736641 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19323 members 
Mstep: Class 2 contains 18315 members 
Entering Unmasked Estep 
Score: -4736815.500000 Penalty: 3424.125000
	Iteration 14Q: 3 clusters Score -4736816 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19881 members 
Mstep: Class 2 contains 17757 members 
Entering Unmasked Estep 
Score: -4737030.000000 Penalty: 3424.125000
	Iteration 15Q: 3 clusters Score -4737030 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20481 members 
Mstep: Class 2 contains 17157 members 
Entering Unmasked Estep 
Score: -4737209.000000 Penalty: 3424.125000
	Iteration 16Q: 3 clusters Score -4737209 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21131 members 
Mstep: Class 2 contains 16507 members 
Entering Unmasked Estep 
Score: -4737489.000000 Penalty: 3424.125000
	Iteration 17Q: 3 clusters Score -4737489 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21872 members 
Mstep: Class 2 contains 15766 members 
Entering Unmasked Estep 
Score: -4737795.500000 Penalty: 3424.125000
	Iteration 18Q: 3 clusters Score -4737796 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22643 members 
Mstep: Class 2 contains 14995 members 
Entering Unmasked Estep 
Score: -4738143.000000 Penalty: 3424.125000
	Iteration 19Q: 3 clusters Score -4738143 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23466 members 
Mstep: Class 2 contains 14172 members 
Entering Unmasked Estep 
Score: -4738537.500000 Penalty: 3424.125000
	Iteration 20F: 3 clusters Score -4738538 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24324 members 
Mstep: Class 2 contains 13314 members 
Entering Unmasked Estep 
Score: -4739026.000000 Penalty: 3424.125000
	Iteration 21Q: 3 clusters Score -4739026 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25167 members 
Mstep: Class 2 contains 12471 members 
Entering Unmasked Estep 
Score: -4739475.500000 Penalty: 3424.125000
	Iteration 22Q: 3 clusters Score -4739476 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25988 members 
Mstep: Class 2 contains 11650 members 
Entering Unmasked Estep 
Score: -4739946.000000 Penalty: 3424.125000
	Iteration 23Q: 3 clusters Score -4739946 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26716 members 
Mstep: Class 2 contains 10922 members 
Entering Unmasked Estep 
Score: -4740316.000000 Penalty: 3424.125000
	Iteration 24Q: 3 clusters Score -4740316 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27362 members 
Mstep: Class 2 contains 10276 members 
Entering Unmasked Estep 
Score: -4740618.500000 Penalty: 3424.125000
	Iteration 25Q: 3 clusters Score -4740618 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27929 members 
Mstep: Class 2 contains 9709 members 
Entering Unmasked Estep 
Score: -4740895.500000 Penalty: 3424.125000
	Iteration 26Q: 3 clusters Score -4740896 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28444 members 
Mstep: Class 2 contains 9194 members 
Entering Unmasked Estep 
Score: -4741119.500000 Penalty: 3424.125000
	Iteration 27Q: 3 clusters Score -4741120 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28907 members 
Mstep: Class 2 contains 8731 members 
Entering Unmasked Estep 
Score: -4741286.500000 Penalty: 3424.125000
	Iteration 28Q: 3 clusters Score -4741286 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29307 members 
Mstep: Class 2 contains 8331 members 
Entering Unmasked Estep 
Score: -4741408.000000 Penalty: 3424.125000
	Iteration 29Q: 3 clusters Score -4741408 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29648 members 
Mstep: Class 2 contains 7990 members 
Entering Unmasked Estep 
Score: -4741517.500000 Penalty: 3424.125000
	Iteration 30Q: 3 clusters Score -4741518 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29913 members 
Mstep: Class 2 contains 7725 members 
Entering Unmasked Estep 
Score: -4741579.000000 Penalty: 3424.125000
	Iteration 31Q: 3 clusters Score -4741579 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30155 members 
Mstep: Class 2 contains 7483 members 
Entering Unmasked Estep 
Score: -4741638.000000 Penalty: 3424.125000
	Iteration 32Q: 3 clusters Score -4741638 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30350 members 
Mstep: Class 2 contains 7288 members 
Entering Unmasked Estep 
Score: -4741691.500000 Penalty: 3424.125000
	Iteration 33Q: 3 clusters Score -4741692 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30536 members 
Mstep: Class 2 contains 7102 members 
Entering Unmasked Estep 
Score: -4741743.500000 Penalty: 3424.125000
	Iteration 34Q: 3 clusters Score -4741744 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30673 members 
Mstep: Class 2 contains 6965 members 
Entering Unmasked Estep 
Score: -4741781.500000 Penalty: 3424.125000
	Iteration 35Q: 3 clusters Score -4741782 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30799 members 
Mstep: Class 2 contains 6839 members 
Entering Unmasked Estep 
Score: -4741804.500000 Penalty: 3424.125000
	Iteration 36Q: 3 clusters Score -4741804 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30900 members 
Mstep: Class 2 contains 6738 members 
Entering Unmasked Estep 
Score: -4741803.000000 Penalty: 3424.125000
	Iteration 37Q: 3 clusters Score -4741803 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30979 members 
Mstep: Class 2 contains 6659 members 
Entering Unmasked Estep 
Score: -4741816.500000 Penalty: 3424.125000
	Iteration 38Q: 3 clusters Score -4741816 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31047 members 
Mstep: Class 2 contains 6591 members 
Entering Unmasked Estep 
Score: -4741826.500000 Penalty: 3424.125000
	Iteration 39Q: 3 clusters Score -4741826 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31110 members 
Mstep: Class 2 contains 6528 members 
Entering Unmasked Estep 
Score: -4741841.000000 Penalty: 3424.125000
	Iteration 40F: 3 clusters Score -4741841 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31167 members 
Mstep: Class 2 contains 6471 members 
Entering Unmasked Estep 
Score: -4741850.500000 Penalty: 3424.125000
	Iteration 41Q: 3 clusters Score -4741850 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31211 members 
Mstep: Class 2 contains 6427 members 
Entering Unmasked Estep 
Score: -4741852.500000 Penalty: 3424.125000
	Iteration 42Q: 3 clusters Score -4741852 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31255 members 
Mstep: Class 2 contains 6383 members 
Entering Unmasked Estep 
Score: -4741848.000000 Penalty: 3424.125000
	Iteration 43Q: 3 clusters Score -4741848 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31290 members 
Mstep: Class 2 contains 6348 members 
Entering Unmasked Estep 
Score: -4741858.000000 Penalty: 3424.125000
	Iteration 44Q: 3 clusters Score -4741858 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31322 members 
Mstep: Class 2 contains 6316 members 
Entering Unmasked Estep 
Score: -4741867.000000 Penalty: 3424.125000
	Iteration 45Q: 3 clusters Score -4741867 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31354 members 
Mstep: Class 2 contains 6284 members 
Entering Unmasked Estep 
Score: -4741854.500000 Penalty: 3424.125000
	Iteration 46Q: 3 clusters Score -4741854 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31381 members 
Mstep: Class 2 contains 6257 members 
Entering Unmasked Estep 
Score: -4741867.000000 Penalty: 3424.125000
	Iteration 47Q: 3 clusters Score -4741867 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31410 members 
Mstep: Class 2 contains 6228 members 
Entering Unmasked Estep 
Score: -4741859.500000 Penalty: 3424.125000
	Iteration 48Q: 3 clusters Score -4741860 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31440 members 
Mstep: Class 2 contains 6198 members 
Entering Unmasked Estep 
Score: -4741856.500000 Penalty: 3424.125000
	Iteration 49Q: 3 clusters Score -4741856 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31461 members 
Mstep: Class 2 contains 6177 members 
Entering Unmasked Estep 
Score: -4741846.500000 Penalty: 3424.125000
	Iteration 50Q: 3 clusters Score -4741846 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31480 members 
Mstep: Class 2 contains 6158 members 
Entering Unmasked Estep 
Score: -4741855.000000 Penalty: 3424.125000
	Iteration 51Q: 3 clusters Score -4741855 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31497 members 
Mstep: Class 2 contains 6141 members 
Entering Unmasked Estep 
Score: -4741857.000000 Penalty: 3424.125000
	Iteration 52Q: 3 clusters Score -4741857 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31518 members 
Mstep: Class 2 contains 6120 members 
Entering Unmasked Estep 
Score: -4741860.000000 Penalty: 3424.125000
	Iteration 53Q: 3 clusters Score -4741860 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31531 members 
Mstep: Class 2 contains 6107 members 
Entering Unmasked Estep 
Score: -4741862.500000 Penalty: 3424.125000
	Iteration 54Q: 3 clusters Score -4741862 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31546 members 
Mstep: Class 2 contains 6092 members 
Entering Unmasked Estep 
Score: -4741865.500000 Penalty: 3424.125000
	Iteration 55Q: 3 clusters Score -4741866 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31560 members 
Mstep: Class 2 contains 6078 members 
Entering Unmasked Estep 
Score: -4741869.000000 Penalty: 3424.125000
	Iteration 56Q: 3 clusters Score -4741869 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31574 members 
Mstep: Class 2 contains 6064 members 
Entering Unmasked Estep 
Score: -4741869.000000 Penalty: 3424.125000
	Iteration 57Q: 3 clusters Score -4741869 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31584 members 
Mstep: Class 2 contains 6054 members 
Entering Unmasked Estep 
Score: -4741866.000000 Penalty: 3424.125000
	Iteration 58Q: 3 clusters Score -4741866 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31599 members 
Mstep: Class 2 contains 6039 members 
Entering Unmasked Estep 
Score: -4741869.500000 Penalty: 3424.125000
	Iteration 59Q: 3 clusters Score -4741870 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31616 members 
Mstep: Class 2 contains 6022 members 
Entering Unmasked Estep 
Score: -4741860.500000 Penalty: 3424.125000
	Iteration 60F: 3 clusters Score -4741860 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31637 members 
Mstep: Class 2 contains 6001 members 
Entering Unmasked Estep 
Score: -4741864.500000 Penalty: 3424.125000
	Iteration 61Q: 3 clusters Score -4741864 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31651 members 
Mstep: Class 2 contains 5987 members 
Entering Unmasked Estep 
Score: -4741864.000000 Penalty: 3424.125000
	Iteration 62Q: 3 clusters Score -4741864 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31666 members 
Mstep: Class 2 contains 5972 members 
Entering Unmasked Estep 
Score: -4741863.500000 Penalty: 3424.125000
	Iteration 63Q: 3 clusters Score -4741864 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31675 members 
Mstep: Class 2 contains 5963 members 
Entering Unmasked Estep 
Score: -4741860.500000 Penalty: 3424.125000
	Iteration 64Q: 3 clusters Score -4741860 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31687 members 
Mstep: Class 2 contains 5951 members 
Entering Unmasked Estep 
Score: -4741865.000000 Penalty: 3424.125000
	Iteration 65Q: 3 clusters Score -4741865 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31696 members 
Mstep: Class 2 contains 5942 members 
Entering Unmasked Estep 
Score: -4741867.000000 Penalty: 3424.125000
	Iteration 66Q: 3 clusters Score -4741867 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31704 members 
Mstep: Class 2 contains 5934 members 
Entering Unmasked Estep 
Score: -4741866.000000 Penalty: 3424.125000
	Iteration 67Q: 3 clusters Score -4741866 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31708 members 
Mstep: Class 2 contains 5930 members 
Entering Unmasked Estep 
Score: -4741868.500000 Penalty: 3424.125000
	Iteration 68Q: 3 clusters Score -4741868 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31710 members 
Mstep: Class 2 contains 5928 members 
Entering Unmasked Estep 
Score: -4741870.000000 Penalty: 3424.125000
	Iteration 69Q: 3 clusters Score -4741870 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31715 members 
Mstep: Class 2 contains 5923 members 
Entering Unmasked Estep 
Score: -4741870.500000 Penalty: 3424.125000
	Iteration 70Q: 3 clusters Score -4741870 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31718 members 
Mstep: Class 2 contains 5920 members 
Entering Unmasked Estep 
Score: -4741871.000000 Penalty: 3424.125000
	Iteration 71Q: 3 clusters Score -4741871 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31721 members 
Mstep: Class 2 contains 5917 members 
Entering Unmasked Estep 
Score: -4741876.500000 Penalty: 3424.125000
	Iteration 72Q: 3 clusters Score -4741876 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31724 members 
Mstep: Class 2 contains 5914 members 
Entering Unmasked Estep 
Score: -4741880.000000 Penalty: 3424.125000
	Iteration 73Q: 3 clusters Score -4741880 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31729 members 
Mstep: Class 2 contains 5909 members 
Entering Unmasked Estep 
Score: -4741875.500000 Penalty: 3424.125000
	Iteration 74Q: 3 clusters Score -4741876 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31734 members 
Mstep: Class 2 contains 5904 members 
Entering Unmasked Estep 
Score: -4741877.000000 Penalty: 3424.125000
	Iteration 75Q: 3 clusters Score -4741877 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31738 members 
Mstep: Class 2 contains 5900 members 
Entering Unmasked Estep 
Score: -4741876.000000 Penalty: 3424.125000
	Iteration 76Q: 3 clusters Score -4741876 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31744 members 
Mstep: Class 2 contains 5894 members 
Entering Unmasked Estep 
Score: -4741874.500000 Penalty: 3424.125000
	Iteration 77Q: 3 clusters Score -4741874 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31748 members 
Mstep: Class 2 contains 5890 members 
Entering Unmasked Estep 
Score: -4741870.500000 Penalty: 3424.125000
	Iteration 78Q: 3 clusters Score -4741870 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31749 members 
Mstep: Class 2 contains 5889 members 
Entering Unmasked Estep 
Score: -4741870.500000 Penalty: 3424.125000
	Iteration 79Q: 3 clusters Score -4741870 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31750 members 
Mstep: Class 2 contains 5888 members 
Entering Unmasked Estep 
Score: -4741874.500000 Penalty: 3424.125000
	Iteration 80F: 3 clusters Score -4741874 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 6776 members 
Mstep: Class 2 contains 2797 members 
Mstep: Class 3 contains 13299 members 
Mstep: Class 4 contains 2359 members 
Mstep: Class 5 contains 2706 members 
Mstep: Class 6 contains 1983 members 
Mstep: Class 7 contains 75457 members 
Mstep: Class 8 contains 11349 members 
Mstep: Class 9 contains 44418 members 
Mstep: Class 10 contains 14298 members 
Mstep: Class 11 contains 42064 members 
Mstep: Class 12 contains 47550 members 
Mstep: Class 13 contains 33886 members 
Mstep: Class 14 contains 1887 members 
Mstep: Class 15 contains 12882 members 
Mstep: Class 16 contains 31482 members 
Mstep: Class 17 contains 15256 members 
Mstep: Class 18 contains 14013 members 
Mstep: Class 19 contains 26494 members 
Mstep: Class 20 contains 1978 members 
Mstep: Class 21 contains 13424 members 
Mstep: Class 22 contains 435 members 
Mstep: Class 23 contains 26671 members 
Mstep: Class 24 contains 8338 members 
Mstep: Class 25 contains 31750 members 
Mstep: Class 26 contains 5769 members 
Mstep: Class 27 contains 31958 members 
Mstep: Class 28 contains 26548 members 
Mstep: Class 29 contains 19293 members 
Mstep: Class 30 contains 4070 members 
Mstep: Class 31 contains 18679 members 
Mstep: Class 32 contains 4842 members 
Mstep: Class 33 contains 3797 members 
Mstep: Class 34 contains 2335 members 
Mstep: Class 35 contains 5107 members 
Mstep: Class 36 contains 3381 members 
Mstep: Class 37 contains 2743 members 
Mstep: Class 38 contains 2151 members 
Mstep: Class 39 contains 1035 members 
Mstep: Class 40 contains 22179 members 
Mstep: Class 41 contains 3008 members 
Mstep: Class 42 contains 4862 members 
Mstep: Class 43 contains 12423 members 
Mstep: Class 44 contains 6405 members 
Mstep: Class 45 contains 142786 members 
Mstep: Class 46 contains 480 members 
Mstep: Class 47 contains 4127 members 
Mstep: Class 48 contains 3157 members 
Mstep: Class 49 contains 5888 members 
Entering Unmasked Estep 
Score: -100301456.000000 Penalty: 108431.960938
Splitting cluster 25 changes total score from -100301176.000000 to -100301456.000000
So it's getting split into cluster 49.
Entering ConstructFrom: 
Trying to split cluster 26 (5769 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5769 members 
Entering Unmasked Estep 
Score: -651792.250000 Penalty: 1407.291382
	Iteration 0F: 2 clusters Score -651792.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -647331.875000 Penalty: 2814.582764
	Iteration 0F: 3 clusters Score -647331.9 nChanged 2335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -648715.750000 Penalty: 2814.582764
	Iteration 1F: 3 clusters Score -648715.8 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -649021.562500 Penalty: 2814.582764
	Iteration 2F: 3 clusters Score -649021.6 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -649351.187500 Penalty: 2814.582764
	Iteration 3F: 3 clusters Score -649351.2 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -649642.375000 Penalty: 2814.582764
	Iteration 4F: 3 clusters Score -649642.4 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -649891.437500 Penalty: 2814.582764
	Iteration 5F: 3 clusters Score -649891.4 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -650056.500000 Penalty: 2814.582764
	Iteration 6Q: 3 clusters Score -650056.5 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -650211.750000 Penalty: 2814.582764
	Iteration 7Q: 3 clusters Score -650211.8 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -650318.375000 Penalty: 2814.582764
	Iteration 8Q: 3 clusters Score -650318.4 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -650375.812500 Penalty: 2814.582764
	Iteration 9Q: 3 clusters Score -650375.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -650411.187500 Penalty: 2814.582764
	Iteration 10Q: 3 clusters Score -650411.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -650436.000000 Penalty: 2814.582764
	Iteration 11Q: 3 clusters Score -650436 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -650454.375000 Penalty: 2814.582764
	Iteration 12Q: 3 clusters Score -650454.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -650472.250000 Penalty: 2814.582764
	Iteration 13Q: 3 clusters Score -650472.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -650486.000000 Penalty: 2814.582764
	Iteration 14Q: 3 clusters Score -650486 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -650493.125000 Penalty: 2814.582764
	Iteration 15Q: 3 clusters Score -650493.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -650501.250000 Penalty: 2814.582764
	Iteration 16Q: 3 clusters Score -650501.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -650506.250000 Penalty: 2814.582764
	Iteration 17Q: 3 clusters Score -650506.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -650514.562500 Penalty: 2814.582764
	Iteration 18Q: 3 clusters Score -650514.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -650522.187500 Penalty: 2814.582764
	Iteration 19Q: 3 clusters Score -650522.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -650528.187500 Penalty: 2814.582764
	Iteration 20F: 3 clusters Score -650528.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -650534.437500 Penalty: 2814.582764
	Iteration 21Q: 3 clusters Score -650534.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -650545.000000 Penalty: 2814.582764
	Iteration 22Q: 3 clusters Score -650545 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -650549.625000 Penalty: 2814.582764
	Iteration 23Q: 3 clusters Score -650549.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -650550.562500 Penalty: 2814.582764
	Iteration 24Q: 3 clusters Score -650550.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -650551.937500 Penalty: 2814.582764
	Iteration 25Q: 3 clusters Score -650551.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -650555.312500 Penalty: 2814.582764
	Iteration 26Q: 3 clusters Score -650555.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -650557.125000 Penalty: 2814.582764
	Iteration 27Q: 3 clusters Score -650557.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -650560.562500 Penalty: 2814.582764
	Iteration 28Q: 3 clusters Score -650560.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -650560.312500 Penalty: 2814.582764
	Iteration 29Q: 3 clusters Score -650560.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -650565.062500 Penalty: 2814.582764
	Iteration 30Q: 3 clusters Score -650565.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -650569.125000 Penalty: 2814.582764
	Iteration 31Q: 3 clusters Score -650569.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -650571.437500 Penalty: 2814.582764
	Iteration 32Q: 3 clusters Score -650571.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -650572.250000 Penalty: 2814.582764
	Iteration 33Q: 3 clusters Score -650572.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -650572.875000 Penalty: 2814.582764
	Iteration 34Q: 3 clusters Score -650572.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -650577.437500 Penalty: 2814.582764
	Iteration 35Q: 3 clusters Score -650577.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -650583.125000 Penalty: 2814.582764
	Iteration 36Q: 3 clusters Score -650583.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -650586.312500 Penalty: 2814.582764
	Iteration 37Q: 3 clusters Score -650586.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -650589.000000 Penalty: 2814.582764
	Iteration 38Q: 3 clusters Score -650589 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -650593.000000 Penalty: 2814.582764
	Iteration 39Q: 3 clusters Score -650593 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -650597.750000 Penalty: 2814.582764
	Iteration 40F: 3 clusters Score -650597.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -650600.000000 Penalty: 2814.582764
	Iteration 41Q: 3 clusters Score -650600 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -650600.437500 Penalty: 2814.582764
	Iteration 42Q: 3 clusters Score -650600.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -650601.812500 Penalty: 2814.582764
	Iteration 43Q: 3 clusters Score -650601.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -650603.812500 Penalty: 2814.582764
	Iteration 44Q: 3 clusters Score -650603.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -650607.750000 Penalty: 2814.582764
	Iteration 45Q: 3 clusters Score -650607.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -650607.750000 Penalty: 2814.582764
	Iteration 46Q: 3 clusters Score -650607.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -650609.687500 Penalty: 2814.582764
	Iteration 47Q: 3 clusters Score -650609.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -650609.812500 Penalty: 2814.582764
	Iteration 48Q: 3 clusters Score -650609.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -650610.125000 Penalty: 2814.582764
	Iteration 49Q: 3 clusters Score -650610.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -650610.687500 Penalty: 2814.582764
	Iteration 50Q: 3 clusters Score -650610.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -650612.625000 Penalty: 2814.582764
	Iteration 51Q: 3 clusters Score -650612.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -650614.562500 Penalty: 2814.582764
	Iteration 52Q: 3 clusters Score -650614.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -650616.437500 Penalty: 2814.582764
	Iteration 53Q: 3 clusters Score -650616.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -650617.500000 Penalty: 2814.582764
	Iteration 54Q: 3 clusters Score -650617.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -650620.937500 Penalty: 2814.582764
	Iteration 55Q: 3 clusters Score -650620.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -650620.312500 Penalty: 2814.582764
	Iteration 56Q: 3 clusters Score -650620.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -650623.062500 Penalty: 2814.582764
	Iteration 57Q: 3 clusters Score -650623.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -650624.437500 Penalty: 2814.582764
	Iteration 58Q: 3 clusters Score -650624.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -650625.375000 Penalty: 2814.582764
	Iteration 59Q: 3 clusters Score -650625.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -650627.250000 Penalty: 2814.582764
	Iteration 60F: 3 clusters Score -650627.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -650629.812500 Penalty: 2814.582764
	Iteration 61Q: 3 clusters Score -650629.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -650630.437500 Penalty: 2814.582764
	Iteration 62Q: 3 clusters Score -650630.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -650631.562500 Penalty: 2814.582764
	Iteration 63Q: 3 clusters Score -650631.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -650632.000000 Penalty: 2814.582764
	Iteration 64Q: 3 clusters Score -650632 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -650633.250000 Penalty: 2814.582764
	Iteration 65Q: 3 clusters Score -650633.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -650634.812500 Penalty: 2814.582764
	Iteration 66Q: 3 clusters Score -650634.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -650638.000000 Penalty: 2814.582764
	Iteration 67Q: 3 clusters Score -650638 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -650639.437500 Penalty: 2814.582764
	Iteration 68Q: 3 clusters Score -650639.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -650641.562500 Penalty: 2814.582764
	Iteration 69Q: 3 clusters Score -650641.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -650643.875000 Penalty: 2814.582764
	Iteration 70Q: 3 clusters Score -650643.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -650648.812500 Penalty: 2814.582764
	Iteration 71Q: 3 clusters Score -650648.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -650651.500000 Penalty: 2814.582764
	Iteration 72Q: 3 clusters Score -650651.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -650652.937500 Penalty: 2814.582764
	Iteration 73Q: 3 clusters Score -650652.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -650655.687500 Penalty: 2814.582764
	Iteration 74Q: 3 clusters Score -650655.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -650656.437500 Penalty: 2814.582764
	Iteration 75Q: 3 clusters Score -650656.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -650658.750000 Penalty: 2814.582764
	Iteration 76Q: 3 clusters Score -650658.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -650659.375000 Penalty: 2814.582764
	Iteration 77Q: 3 clusters Score -650659.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -650661.250000 Penalty: 2814.582764
	Iteration 78Q: 3 clusters Score -650661.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -650662.625000 Penalty: 2814.582764
	Iteration 79Q: 3 clusters Score -650662.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -650663.437500 Penalty: 2814.582764
	Iteration 80F: 3 clusters Score -650663.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -650662.562500 Penalty: 2814.582764
	Iteration 81Q: 3 clusters Score -650662.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -650662.500000 Penalty: 2814.582764
	Iteration 82Q: 3 clusters Score -650662.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -650662.500000 Penalty: 2814.582764
	Iteration 83F: 3 clusters Score -650662.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (31958 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31958 members 
Entering Unmasked Estep 
Score: -4083910.750000 Penalty: 1685.478882
	Iteration 0F: 2 clusters Score -4083911 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15979 members 
Mstep: Class 2 contains 15979 members 
Entering Unmasked Estep 
Score: -4062401.250000 Penalty: 3370.957764
	Iteration 0F: 3 clusters Score -4062401 nChanged 14772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16043 members 
Mstep: Class 2 contains 15915 members 
Entering Unmasked Estep 
Score: -4070636.750000 Penalty: 3370.957764
	Iteration 1F: 3 clusters Score -4070637 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16275 members 
Mstep: Class 2 contains 15683 members 
Entering Unmasked Estep 
Score: -4071261.000000 Penalty: 3370.957764
	Iteration 2Q: 3 clusters Score -4071261 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16603 members 
Mstep: Class 2 contains 15355 members 
Entering Unmasked Estep 
Score: -4072116.500000 Penalty: 3370.957764
	Iteration 3F: 3 clusters Score -4072116 nChanged 1854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17043 members 
Mstep: Class 2 contains 14915 members 
Entering Unmasked Estep 
Score: -4073247.750000 Penalty: 3370.957764
	Iteration 4F: 3 clusters Score -4073248 nChanged 2073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17546 members 
Mstep: Class 2 contains 14412 members 
Entering Unmasked Estep 
Score: -4074591.250000 Penalty: 3370.957764
	Iteration 5F: 3 clusters Score -4074591 nChanged 2114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17934 members 
Mstep: Class 2 contains 14024 members 
Entering Unmasked Estep 
Score: -4075962.250000 Penalty: 3370.957764
	Iteration 6F: 3 clusters Score -4075962 nChanged 1921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18173 members 
Mstep: Class 2 contains 13785 members 
Entering Unmasked Estep 
Score: -4077087.250000 Penalty: 3370.957764
	Iteration 7F: 3 clusters Score -4077087 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18210 members 
Mstep: Class 2 contains 13748 members 
Entering Unmasked Estep 
Score: -4077921.750000 Penalty: 3370.957764
	Iteration 8F: 3 clusters Score -4077922 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18075 members 
Mstep: Class 2 contains 13883 members 
Entering Unmasked Estep 
Score: -4078526.250000 Penalty: 3370.957764
	Iteration 9Q: 3 clusters Score -4078526 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17879 members 
Mstep: Class 2 contains 14079 members 
Entering Unmasked Estep 
Score: -4078946.750000 Penalty: 3370.957764
	Iteration 10Q: 3 clusters Score -4078947 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17591 members 
Mstep: Class 2 contains 14367 members 
Entering Unmasked Estep 
Score: -4079286.000000 Penalty: 3370.957764
	Iteration 11Q: 3 clusters Score -4079286 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17303 members 
Mstep: Class 2 contains 14655 members 
Entering Unmasked Estep 
Score: -4079540.750000 Penalty: 3370.957764
	Iteration 12Q: 3 clusters Score -4079541 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17058 members 
Mstep: Class 2 contains 14900 members 
Entering Unmasked Estep 
Score: -4079753.500000 Penalty: 3370.957764
	Iteration 13Q: 3 clusters Score -4079754 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16822 members 
Mstep: Class 2 contains 15136 members 
Entering Unmasked Estep 
Score: -4079920.500000 Penalty: 3370.957764
	Iteration 14Q: 3 clusters Score -4079920 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16563 members 
Mstep: Class 2 contains 15395 members 
Entering Unmasked Estep 
Score: -4080017.000000 Penalty: 3370.957764
	Iteration 15Q: 3 clusters Score -4080017 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16290 members 
Mstep: Class 2 contains 15668 members 
Entering Unmasked Estep 
Score: -4080096.250000 Penalty: 3370.957764
	Iteration 16Q: 3 clusters Score -4080096 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15993 members 
Mstep: Class 2 contains 15965 members 
Entering Unmasked Estep 
Score: -4080203.500000 Penalty: 3370.957764
	Iteration 17Q: 3 clusters Score -4080204 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15658 members 
Mstep: Class 2 contains 16300 members 
Entering Unmasked Estep 
Score: -4080297.500000 Penalty: 3370.957764
	Iteration 18Q: 3 clusters Score -4080298 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15283 members 
Mstep: Class 2 contains 16675 members 
Entering Unmasked Estep 
Score: -4080442.500000 Penalty: 3370.957764
	Iteration 19Q: 3 clusters Score -4080442 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14865 members 
Mstep: Class 2 contains 17093 members 
Entering Unmasked Estep 
Score: -4080639.000000 Penalty: 3370.957764
	Iteration 20F: 3 clusters Score -4080639 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14429 members 
Mstep: Class 2 contains 17529 members 
Entering Unmasked Estep 
Score: -4080817.750000 Penalty: 3370.957764
	Iteration 21Q: 3 clusters Score -4080818 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13956 members 
Mstep: Class 2 contains 18002 members 
Entering Unmasked Estep 
Score: -4081008.250000 Penalty: 3370.957764
	Iteration 22Q: 3 clusters Score -4081008 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13473 members 
Mstep: Class 2 contains 18485 members 
Entering Unmasked Estep 
Score: -4081264.500000 Penalty: 3370.957764
	Iteration 23Q: 3 clusters Score -4081264 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12933 members 
Mstep: Class 2 contains 19025 members 
Entering Unmasked Estep 
Score: -4081561.000000 Penalty: 3370.957764
	Iteration 24Q: 3 clusters Score -4081561 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12380 members 
Mstep: Class 2 contains 19578 members 
Entering Unmasked Estep 
Score: -4081897.250000 Penalty: 3370.957764
	Iteration 25Q: 3 clusters Score -4081897 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11842 members 
Mstep: Class 2 contains 20116 members 
Entering Unmasked Estep 
Score: -4082232.250000 Penalty: 3370.957764
	Iteration 26Q: 3 clusters Score -4082232 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11355 members 
Mstep: Class 2 contains 20603 members 
Entering Unmasked Estep 
Score: -4082550.000000 Penalty: 3370.957764
	Iteration 27Q: 3 clusters Score -4082550 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10879 members 
Mstep: Class 2 contains 21079 members 
Entering Unmasked Estep 
Score: -4082848.000000 Penalty: 3370.957764
	Iteration 28Q: 3 clusters Score -4082848 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10447 members 
Mstep: Class 2 contains 21511 members 
Entering Unmasked Estep 
Score: -4083057.000000 Penalty: 3370.957764
	Iteration 29Q: 3 clusters Score -4083057 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10095 members 
Mstep: Class 2 contains 21863 members 
Entering Unmasked Estep 
Score: -4083237.750000 Penalty: 3370.957764
	Iteration 30Q: 3 clusters Score -4083238 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9794 members 
Mstep: Class 2 contains 22164 members 
Entering Unmasked Estep 
Score: -4083311.250000 Penalty: 3370.957764
	Iteration 31Q: 3 clusters Score -4083311 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9535 members 
Mstep: Class 2 contains 22423 members 
Entering Unmasked Estep 
Score: -4083394.000000 Penalty: 3370.957764
	Iteration 32Q: 3 clusters Score -4083394 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9289 members 
Mstep: Class 2 contains 22669 members 
Entering Unmasked Estep 
Score: -4083457.250000 Penalty: 3370.957764
	Iteration 33Q: 3 clusters Score -4083457 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9051 members 
Mstep: Class 2 contains 22907 members 
Entering Unmasked Estep 
Score: -4083535.000000 Penalty: 3370.957764
	Iteration 34Q: 3 clusters Score -4083535 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8829 members 
Mstep: Class 2 contains 23129 members 
Entering Unmasked Estep 
Score: -4083575.750000 Penalty: 3370.957764
	Iteration 35Q: 3 clusters Score -4083576 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8652 members 
Mstep: Class 2 contains 23306 members 
Entering Unmasked Estep 
Score: -4083610.000000 Penalty: 3370.957764
	Iteration 36Q: 3 clusters Score -4083610 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8493 members 
Mstep: Class 2 contains 23465 members 
Entering Unmasked Estep 
Score: -4083627.500000 Penalty: 3370.957764
	Iteration 37Q: 3 clusters Score -4083628 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8367 members 
Mstep: Class 2 contains 23591 members 
Entering Unmasked Estep 
Score: -4083648.000000 Penalty: 3370.957764
	Iteration 38Q: 3 clusters Score -4083648 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8272 members 
Mstep: Class 2 contains 23686 members 
Entering Unmasked Estep 
Score: -4083651.000000 Penalty: 3370.957764
	Iteration 39Q: 3 clusters Score -4083651 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8206 members 
Mstep: Class 2 contains 23752 members 
Entering Unmasked Estep 
Score: -4083659.250000 Penalty: 3370.957764
	Iteration 40F: 3 clusters Score -4083659 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8147 members 
Mstep: Class 2 contains 23811 members 
Entering Unmasked Estep 
Score: -4083673.500000 Penalty: 3370.957764
	Iteration 41Q: 3 clusters Score -4083674 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8093 members 
Mstep: Class 2 contains 23865 members 
Entering Unmasked Estep 
Score: -4083663.250000 Penalty: 3370.957764
	Iteration 42Q: 3 clusters Score -4083663 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8045 members 
Mstep: Class 2 contains 23913 members 
Entering Unmasked Estep 
Score: -4083676.000000 Penalty: 3370.957764
	Iteration 43Q: 3 clusters Score -4083676 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8011 members 
Mstep: Class 2 contains 23947 members 
Entering Unmasked Estep 
Score: -4083684.750000 Penalty: 3370.957764
	Iteration 44Q: 3 clusters Score -4083685 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7980 members 
Mstep: Class 2 contains 23978 members 
Entering Unmasked Estep 
Score: -4083693.000000 Penalty: 3370.957764
	Iteration 45Q: 3 clusters Score -4083693 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7957 members 
Mstep: Class 2 contains 24001 members 
Entering Unmasked Estep 
Score: -4083697.750000 Penalty: 3370.957764
	Iteration 46Q: 3 clusters Score -4083698 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7935 members 
Mstep: Class 2 contains 24023 members 
Entering Unmasked Estep 
Score: -4083691.500000 Penalty: 3370.957764
	Iteration 47Q: 3 clusters Score -4083692 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7910 members 
Mstep: Class 2 contains 24048 members 
Entering Unmasked Estep 
Score: -4083699.500000 Penalty: 3370.957764
	Iteration 48Q: 3 clusters Score -4083700 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7884 members 
Mstep: Class 2 contains 24074 members 
Entering Unmasked Estep 
Score: -4083698.000000 Penalty: 3370.957764
	Iteration 49Q: 3 clusters Score -4083698 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7854 members 
Mstep: Class 2 contains 24104 members 
Entering Unmasked Estep 
Score: -4083698.250000 Penalty: 3370.957764
	Iteration 50Q: 3 clusters Score -4083698 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7828 members 
Mstep: Class 2 contains 24130 members 
Entering Unmasked Estep 
Score: -4083694.750000 Penalty: 3370.957764
	Iteration 51Q: 3 clusters Score -4083695 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7808 members 
Mstep: Class 2 contains 24150 members 
Entering Unmasked Estep 
Score: -4083694.500000 Penalty: 3370.957764
	Iteration 52Q: 3 clusters Score -4083694 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7786 members 
Mstep: Class 2 contains 24172 members 
Entering Unmasked Estep 
Score: -4083703.750000 Penalty: 3370.957764
	Iteration 53Q: 3 clusters Score -4083704 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7770 members 
Mstep: Class 2 contains 24188 members 
Entering Unmasked Estep 
Score: -4083702.750000 Penalty: 3370.957764
	Iteration 54Q: 3 clusters Score -4083703 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7754 members 
Mstep: Class 2 contains 24204 members 
Entering Unmasked Estep 
Score: -4083699.000000 Penalty: 3370.957764
	Iteration 55Q: 3 clusters Score -4083699 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7741 members 
Mstep: Class 2 contains 24217 members 
Entering Unmasked Estep 
Score: -4083699.750000 Penalty: 3370.957764
	Iteration 56Q: 3 clusters Score -4083700 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7733 members 
Mstep: Class 2 contains 24225 members 
Entering Unmasked Estep 
Score: -4083699.250000 Penalty: 3370.957764
	Iteration 57Q: 3 clusters Score -4083699 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7722 members 
Mstep: Class 2 contains 24236 members 
Entering Unmasked Estep 
Score: -4083704.500000 Penalty: 3370.957764
	Iteration 58Q: 3 clusters Score -4083704 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7711 members 
Mstep: Class 2 contains 24247 members 
Entering Unmasked Estep 
Score: -4083706.750000 Penalty: 3370.957764
	Iteration 59Q: 3 clusters Score -4083707 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7705 members 
Mstep: Class 2 contains 24253 members 
Entering Unmasked Estep 
Score: -4083704.500000 Penalty: 3370.957764
	Iteration 60F: 3 clusters Score -4083704 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7700 members 
Mstep: Class 2 contains 24258 members 
Entering Unmasked Estep 
Score: -4083702.250000 Penalty: 3370.957764
	Iteration 61Q: 3 clusters Score -4083702 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7694 members 
Mstep: Class 2 contains 24264 members 
Entering Unmasked Estep 
Score: -4083702.500000 Penalty: 3370.957764
	Iteration 62Q: 3 clusters Score -4083702 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7689 members 
Mstep: Class 2 contains 24269 members 
Entering Unmasked Estep 
Score: -4083701.750000 Penalty: 3370.957764
	Iteration 63Q: 3 clusters Score -4083702 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7681 members 
Mstep: Class 2 contains 24277 members 
Entering Unmasked Estep 
Score: -4083696.500000 Penalty: 3370.957764
	Iteration 64Q: 3 clusters Score -4083696 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7673 members 
Mstep: Class 2 contains 24285 members 
Entering Unmasked Estep 
Score: -4083697.750000 Penalty: 3370.957764
	Iteration 65Q: 3 clusters Score -4083698 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7662 members 
Mstep: Class 2 contains 24296 members 
Entering Unmasked Estep 
Score: -4083699.000000 Penalty: 3370.957764
	Iteration 66Q: 3 clusters Score -4083699 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7652 members 
Mstep: Class 2 contains 24306 members 
Entering Unmasked Estep 
Score: -4083697.500000 Penalty: 3370.957764
	Iteration 67Q: 3 clusters Score -4083698 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7641 members 
Mstep: Class 2 contains 24317 members 
Entering Unmasked Estep 
Score: -4083702.000000 Penalty: 3370.957764
	Iteration 68Q: 3 clusters Score -4083702 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7632 members 
Mstep: Class 2 contains 24326 members 
Entering Unmasked Estep 
Score: -4083704.500000 Penalty: 3370.957764
	Iteration 69Q: 3 clusters Score -4083704 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7625 members 
Mstep: Class 2 contains 24333 members 
Entering Unmasked Estep 
Score: -4083699.250000 Penalty: 3370.957764
	Iteration 70Q: 3 clusters Score -4083699 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7620 members 
Mstep: Class 2 contains 24338 members 
Entering Unmasked Estep 
Score: -4083704.250000 Penalty: 3370.957764
	Iteration 71Q: 3 clusters Score -4083704 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7612 members 
Mstep: Class 2 contains 24346 members 
Entering Unmasked Estep 
Score: -4083710.750000 Penalty: 3370.957764
	Iteration 72Q: 3 clusters Score -4083711 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7612 members 
Mstep: Class 2 contains 24346 members 
Entering Unmasked Estep 
Score: -4083710.500000 Penalty: 3370.957764
	Iteration 73Q: 3 clusters Score -4083710 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7612 members 
Mstep: Class 2 contains 24346 members 
Entering Unmasked Estep 
Score: -4083710.500000 Penalty: 3370.957764
	Iteration 74F: 3 clusters Score -4083710 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (26548 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26548 members 
Entering Unmasked Estep 
Score: -3348946.000000 Penalty: 1655.340332
	Iteration 0F: 2 clusters Score -3348946 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13174 members 
Mstep: Class 2 contains 13374 members 
Entering Unmasked Estep 
Score: -3330891.750000 Penalty: 3310.680664
	Iteration 0F: 3 clusters Score -3330892 nChanged 12286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11968 members 
Mstep: Class 2 contains 14580 members 
Entering Unmasked Estep 
Score: -3338000.500000 Penalty: 3310.680664
	Iteration 1F: 3 clusters Score -3338000 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11266 members 
Mstep: Class 2 contains 15282 members 
Entering Unmasked Estep 
Score: -3338665.250000 Penalty: 3310.680664
	Iteration 2F: 3 clusters Score -3338665 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10326 members 
Mstep: Class 2 contains 16222 members 
Entering Unmasked Estep 
Score: -3339500.000000 Penalty: 3310.680664
	Iteration 3F: 3 clusters Score -3339500 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9203 members 
Mstep: Class 2 contains 17345 members 
Entering Unmasked Estep 
Score: -3340524.500000 Penalty: 3310.680664
	Iteration 4F: 3 clusters Score -3340524 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7871 members 
Mstep: Class 2 contains 18677 members 
Entering Unmasked Estep 
Score: -3341734.500000 Penalty: 3310.680664
	Iteration 5F: 3 clusters Score -3341734 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6368 members 
Mstep: Class 2 contains 20180 members 
Entering Unmasked Estep 
Score: -3343045.500000 Penalty: 3310.680664
	Iteration 6F: 3 clusters Score -3343046 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 21636 members 
Entering Unmasked Estep 
Score: -3344342.250000 Penalty: 3310.680664
	Iteration 7F: 3 clusters Score -3344342 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 22918 members 
Entering Unmasked Estep 
Score: -3345572.000000 Penalty: 3310.680664
	Iteration 8F: 3 clusters Score -3345572 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 23866 members 
Entering Unmasked Estep 
Score: -3346516.500000 Penalty: 3310.680664
	Iteration 9Q: 3 clusters Score -3346516 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 24506 members 
Entering Unmasked Estep 
Score: -3347165.250000 Penalty: 3310.680664
	Iteration 10Q: 3 clusters Score -3347165 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 24856 members 
Entering Unmasked Estep 
Score: -3347545.500000 Penalty: 3310.680664
	Iteration 11Q: 3 clusters Score -3347546 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 25078 members 
Entering Unmasked Estep 
Score: -3347786.000000 Penalty: 3310.680664
	Iteration 12Q: 3 clusters Score -3347786 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 25206 members 
Entering Unmasked Estep 
Score: -3347956.000000 Penalty: 3310.680664
	Iteration 13Q: 3 clusters Score -3347956 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 25312 members 
Entering Unmasked Estep 
Score: -3348071.500000 Penalty: 3310.680664
	Iteration 14Q: 3 clusters Score -3348072 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 25398 members 
Entering Unmasked Estep 
Score: -3348141.750000 Penalty: 3310.680664
	Iteration 15Q: 3 clusters Score -3348142 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 25478 members 
Entering Unmasked Estep 
Score: -3348188.750000 Penalty: 3310.680664
	Iteration 16Q: 3 clusters Score -3348189 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 25520 members 
Entering Unmasked Estep 
Score: -3348197.000000 Penalty: 3310.680664
	Iteration 17Q: 3 clusters Score -3348197 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 25548 members 
Entering Unmasked Estep 
Score: -3348210.500000 Penalty: 3310.680664
	Iteration 18Q: 3 clusters Score -3348210 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 25580 members 
Entering Unmasked Estep 
Score: -3348231.000000 Penalty: 3310.680664
	Iteration 19Q: 3 clusters Score -3348231 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 25609 members 
Entering Unmasked Estep 
Score: -3348244.500000 Penalty: 3310.680664
	Iteration 20F: 3 clusters Score -3348244 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 25633 members 
Entering Unmasked Estep 
Score: -3348256.500000 Penalty: 3310.680664
	Iteration 21Q: 3 clusters Score -3348256 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 25655 members 
Entering Unmasked Estep 
Score: -3348274.500000 Penalty: 3310.680664
	Iteration 22Q: 3 clusters Score -3348274 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 25677 members 
Entering Unmasked Estep 
Score: -3348280.000000 Penalty: 3310.680664
	Iteration 23Q: 3 clusters Score -3348280 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 25691 members 
Entering Unmasked Estep 
Score: -3348288.000000 Penalty: 3310.680664
	Iteration 24Q: 3 clusters Score -3348288 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 25707 members 
Entering Unmasked Estep 
Score: -3348286.750000 Penalty: 3310.680664
	Iteration 25Q: 3 clusters Score -3348287 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 25722 members 
Entering Unmasked Estep 
Score: -3348297.750000 Penalty: 3310.680664
	Iteration 26Q: 3 clusters Score -3348298 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 25735 members 
Entering Unmasked Estep 
Score: -3348307.000000 Penalty: 3310.680664
	Iteration 27Q: 3 clusters Score -3348307 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 25748 members 
Entering Unmasked Estep 
Score: -3348313.750000 Penalty: 3310.680664
	Iteration 28Q: 3 clusters Score -3348314 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 25759 members 
Entering Unmasked Estep 
Score: -3348324.000000 Penalty: 3310.680664
	Iteration 29Q: 3 clusters Score -3348324 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 25771 members 
Entering Unmasked Estep 
Score: -3348334.000000 Penalty: 3310.680664
	Iteration 30Q: 3 clusters Score -3348334 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 25784 members 
Entering Unmasked Estep 
Score: -3348346.000000 Penalty: 3310.680664
	Iteration 31Q: 3 clusters Score -3348346 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 25792 members 
Entering Unmasked Estep 
Score: -3348350.500000 Penalty: 3310.680664
	Iteration 32Q: 3 clusters Score -3348350 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 25801 members 
Entering Unmasked Estep 
Score: -3348353.000000 Penalty: 3310.680664
	Iteration 33Q: 3 clusters Score -3348353 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 25813 members 
Entering Unmasked Estep 
Score: -3348366.500000 Penalty: 3310.680664
	Iteration 34Q: 3 clusters Score -3348366 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 25819 members 
Entering Unmasked Estep 
Score: -3348373.000000 Penalty: 3310.680664
	Iteration 35Q: 3 clusters Score -3348373 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 25833 members 
Entering Unmasked Estep 
Score: -3348383.000000 Penalty: 3310.680664
	Iteration 36Q: 3 clusters Score -3348383 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 25845 members 
Entering Unmasked Estep 
Score: -3348394.500000 Penalty: 3310.680664
	Iteration 37Q: 3 clusters Score -3348394 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 25856 members 
Entering Unmasked Estep 
Score: -3348414.500000 Penalty: 3310.680664
	Iteration 38Q: 3 clusters Score -3348414 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 25868 members 
Entering Unmasked Estep 
Score: -3348424.000000 Penalty: 3310.680664
	Iteration 39Q: 3 clusters Score -3348424 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 25880 members 
Entering Unmasked Estep 
Score: -3348425.000000 Penalty: 3310.680664
	Iteration 40F: 3 clusters Score -3348425 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 25892 members 
Entering Unmasked Estep 
Score: -3348430.000000 Penalty: 3310.680664
	Iteration 41Q: 3 clusters Score -3348430 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 25901 members 
Entering Unmasked Estep 
Score: -3348438.000000 Penalty: 3310.680664
	Iteration 42Q: 3 clusters Score -3348438 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 25909 members 
Entering Unmasked Estep 
Score: -3348443.250000 Penalty: 3310.680664
	Iteration 43Q: 3 clusters Score -3348443 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 25914 members 
Entering Unmasked Estep 
Score: -3348453.250000 Penalty: 3310.680664
	Iteration 44Q: 3 clusters Score -3348453 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 25918 members 
Entering Unmasked Estep 
Score: -3348453.750000 Penalty: 3310.680664
	Iteration 45Q: 3 clusters Score -3348454 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 25922 members 
Entering Unmasked Estep 
Score: -3348448.250000 Penalty: 3310.680664
	Iteration 46Q: 3 clusters Score -3348448 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 25924 members 
Entering Unmasked Estep 
Score: -3348451.000000 Penalty: 3310.680664
	Iteration 47Q: 3 clusters Score -3348451 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 25926 members 
Entering Unmasked Estep 
Score: -3348448.250000 Penalty: 3310.680664
	Iteration 48Q: 3 clusters Score -3348448 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 25927 members 
Entering Unmasked Estep 
Score: -3348450.500000 Penalty: 3310.680664
	Iteration 49Q: 3 clusters Score -3348450 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 25928 members 
Entering Unmasked Estep 
Score: -3348453.000000 Penalty: 3310.680664
	Iteration 50Q: 3 clusters Score -3348453 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 25928 members 
Entering Unmasked Estep 
Score: -3348453.000000 Penalty: 3310.680664
	Iteration 51F: 3 clusters Score -3348453 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (19293 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19293 members 
Entering Unmasked Estep 
Score: -2422554.500000 Penalty: 1603.468384
	Iteration 0F: 2 clusters Score -2422554 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9614 members 
Mstep: Class 2 contains 9679 members 
Entering Unmasked Estep 
Score: -2409267.250000 Penalty: 3206.936768
	Iteration 0F: 3 clusters Score -2409267 nChanged 8809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9351 members 
Mstep: Class 2 contains 9942 members 
Entering Unmasked Estep 
Score: -2414142.000000 Penalty: 3206.936768
	Iteration 1F: 3 clusters Score -2414142 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9161 members 
Mstep: Class 2 contains 10132 members 
Entering Unmasked Estep 
Score: -2414454.250000 Penalty: 3206.936768
	Iteration 2Q: 3 clusters Score -2414454 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8976 members 
Mstep: Class 2 contains 10317 members 
Entering Unmasked Estep 
Score: -2414738.000000 Penalty: 3206.936768
	Iteration 3Q: 3 clusters Score -2414738 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8735 members 
Mstep: Class 2 contains 10558 members 
Entering Unmasked Estep 
Score: -2415085.250000 Penalty: 3206.936768
	Iteration 4Q: 3 clusters Score -2415085 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8477 members 
Mstep: Class 2 contains 10816 members 
Entering Unmasked Estep 
Score: -2415484.500000 Penalty: 3206.936768
	Iteration 5Q: 3 clusters Score -2415484 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8148 members 
Mstep: Class 2 contains 11145 members 
Entering Unmasked Estep 
Score: -2416019.750000 Penalty: 3206.936768
	Iteration 6Q: 3 clusters Score -2416020 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7818 members 
Mstep: Class 2 contains 11475 members 
Entering Unmasked Estep 
Score: -2416677.500000 Penalty: 3206.936768
	Iteration 7F: 3 clusters Score -2416678 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7436 members 
Mstep: Class 2 contains 11857 members 
Entering Unmasked Estep 
Score: -2417596.500000 Penalty: 3206.936768
	Iteration 8F: 3 clusters Score -2417596 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7052 members 
Mstep: Class 2 contains 12241 members 
Entering Unmasked Estep 
Score: -2418716.000000 Penalty: 3206.936768
	Iteration 9F: 3 clusters Score -2418716 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6730 members 
Mstep: Class 2 contains 12563 members 
Entering Unmasked Estep 
Score: -2419785.000000 Penalty: 3206.936768
	Iteration 10F: 3 clusters Score -2419785 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6435 members 
Mstep: Class 2 contains 12858 members 
Entering Unmasked Estep 
Score: -2420594.000000 Penalty: 3206.936768
	Iteration 11Q: 3 clusters Score -2420594 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6199 members 
Mstep: Class 2 contains 13094 members 
Entering Unmasked Estep 
Score: -2421165.500000 Penalty: 3206.936768
	Iteration 12Q: 3 clusters Score -2421166 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 13271 members 
Entering Unmasked Estep 
Score: -2421520.500000 Penalty: 3206.936768
	Iteration 13Q: 3 clusters Score -2421520 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5921 members 
Mstep: Class 2 contains 13372 members 
Entering Unmasked Estep 
Score: -2421686.750000 Penalty: 3206.936768
	Iteration 14Q: 3 clusters Score -2421687 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5851 members 
Mstep: Class 2 contains 13442 members 
Entering Unmasked Estep 
Score: -2421759.500000 Penalty: 3206.936768
	Iteration 15Q: 3 clusters Score -2421760 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5806 members 
Mstep: Class 2 contains 13487 members 
Entering Unmasked Estep 
Score: -2421796.000000 Penalty: 3206.936768
	Iteration 16Q: 3 clusters Score -2421796 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5775 members 
Mstep: Class 2 contains 13518 members 
Entering Unmasked Estep 
Score: -2421819.250000 Penalty: 3206.936768
	Iteration 17Q: 3 clusters Score -2421819 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5747 members 
Mstep: Class 2 contains 13546 members 
Entering Unmasked Estep 
Score: -2421840.250000 Penalty: 3206.936768
	Iteration 18Q: 3 clusters Score -2421840 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5717 members 
Mstep: Class 2 contains 13576 members 
Entering Unmasked Estep 
Score: -2421850.250000 Penalty: 3206.936768
	Iteration 19Q: 3 clusters Score -2421850 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5684 members 
Mstep: Class 2 contains 13609 members 
Entering Unmasked Estep 
Score: -2421857.000000 Penalty: 3206.936768
	Iteration 20F: 3 clusters Score -2421857 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5656 members 
Mstep: Class 2 contains 13637 members 
Entering Unmasked Estep 
Score: -2421855.000000 Penalty: 3206.936768
	Iteration 21Q: 3 clusters Score -2421855 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5622 members 
Mstep: Class 2 contains 13671 members 
Entering Unmasked Estep 
Score: -2421863.500000 Penalty: 3206.936768
	Iteration 22Q: 3 clusters Score -2421864 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5600 members 
Mstep: Class 2 contains 13693 members 
Entering Unmasked Estep 
Score: -2421869.000000 Penalty: 3206.936768
	Iteration 23Q: 3 clusters Score -2421869 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5580 members 
Mstep: Class 2 contains 13713 members 
Entering Unmasked Estep 
Score: -2421867.250000 Penalty: 3206.936768
	Iteration 24Q: 3 clusters Score -2421867 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5565 members 
Mstep: Class 2 contains 13728 members 
Entering Unmasked Estep 
Score: -2421868.500000 Penalty: 3206.936768
	Iteration 25Q: 3 clusters Score -2421868 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5558 members 
Mstep: Class 2 contains 13735 members 
Entering Unmasked Estep 
Score: -2421866.250000 Penalty: 3206.936768
	Iteration 26Q: 3 clusters Score -2421866 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5556 members 
Mstep: Class 2 contains 13737 members 
Entering Unmasked Estep 
Score: -2421868.000000 Penalty: 3206.936768
	Iteration 27Q: 3 clusters Score -2421868 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 13738 members 
Entering Unmasked Estep 
Score: -2421867.500000 Penalty: 3206.936768
	Iteration 28Q: 3 clusters Score -2421868 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5554 members 
Mstep: Class 2 contains 13739 members 
Entering Unmasked Estep 
Score: -2421868.000000 Penalty: 3206.936768
	Iteration 29Q: 3 clusters Score -2421868 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5554 members 
Mstep: Class 2 contains 13739 members 
Entering Unmasked Estep 
Score: -2421868.000000 Penalty: 3206.936768
	Iteration 30F: 3 clusters Score -2421868 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (4070 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Entering Unmasked Estep 
Score: -528754.437500 Penalty: 1350.602295
	Iteration 0F: 2 clusters Score -528754.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -525298.312500 Penalty: 2701.204590
	Iteration 0F: 3 clusters Score -525298.3 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -526181.375000 Penalty: 2701.204590
	Iteration 1F: 3 clusters Score -526181.4 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -526327.937500 Penalty: 2701.204590
	Iteration 2F: 3 clusters Score -526327.9 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -526415.375000 Penalty: 2701.204590
	Iteration 3Q: 3 clusters Score -526415.4 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -526477.937500 Penalty: 2701.204590
	Iteration 4Q: 3 clusters Score -526477.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -526529.812500 Penalty: 2701.204590
	Iteration 5Q: 3 clusters Score -526529.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -526563.062500 Penalty: 2701.204590
	Iteration 6Q: 3 clusters Score -526563.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -526598.625000 Penalty: 2701.204590
	Iteration 7Q: 3 clusters Score -526598.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -526631.812500 Penalty: 2701.204590
	Iteration 8Q: 3 clusters Score -526631.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -526660.375000 Penalty: 2701.204590
	Iteration 9Q: 3 clusters Score -526660.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -526697.000000 Penalty: 2701.204590
	Iteration 10Q: 3 clusters Score -526697 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -526739.375000 Penalty: 2701.204590
	Iteration 11Q: 3 clusters Score -526739.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -526781.937500 Penalty: 2701.204590
	Iteration 12Q: 3 clusters Score -526781.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -526842.750000 Penalty: 2701.204590
	Iteration 13Q: 3 clusters Score -526842.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -526913.625000 Penalty: 2701.204590
	Iteration 14Q: 3 clusters Score -526913.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -526993.062500 Penalty: 2701.204590
	Iteration 15Q: 3 clusters Score -526993.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -527073.437500 Penalty: 2701.204590
	Iteration 16Q: 3 clusters Score -527073.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -527159.500000 Penalty: 2701.204590
	Iteration 17Q: 3 clusters Score -527159.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -527231.187500 Penalty: 2701.204590
	Iteration 18Q: 3 clusters Score -527231.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -527287.062500 Penalty: 2701.204590
	Iteration 19Q: 3 clusters Score -527287.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -527327.625000 Penalty: 2701.204590
	Iteration 20F: 3 clusters Score -527327.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -527355.937500 Penalty: 2701.204590
	Iteration 21Q: 3 clusters Score -527355.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -527391.375000 Penalty: 2701.204590
	Iteration 22Q: 3 clusters Score -527391.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -527440.562500 Penalty: 2701.204590
	Iteration 23Q: 3 clusters Score -527440.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -527479.000000 Penalty: 2701.204590
	Iteration 24Q: 3 clusters Score -527479 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -527505.187500 Penalty: 2701.204590
	Iteration 25Q: 3 clusters Score -527505.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -527524.062500 Penalty: 2701.204590
	Iteration 26Q: 3 clusters Score -527524.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -527540.187500 Penalty: 2701.204590
	Iteration 27Q: 3 clusters Score -527540.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -527552.250000 Penalty: 2701.204590
	Iteration 28Q: 3 clusters Score -527552.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -527559.625000 Penalty: 2701.204590
	Iteration 29Q: 3 clusters Score -527559.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -527565.312500 Penalty: 2701.204590
	Iteration 30Q: 3 clusters Score -527565.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -527568.500000 Penalty: 2701.204590
	Iteration 31Q: 3 clusters Score -527568.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -527569.812500 Penalty: 2701.204590
	Iteration 32Q: 3 clusters Score -527569.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -527572.312500 Penalty: 2701.204590
	Iteration 33Q: 3 clusters Score -527572.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -527575.937500 Penalty: 2701.204590
	Iteration 34Q: 3 clusters Score -527575.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -527578.125000 Penalty: 2701.204590
	Iteration 35Q: 3 clusters Score -527578.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -527580.187500 Penalty: 2701.204590
	Iteration 36Q: 3 clusters Score -527580.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -527583.375000 Penalty: 2701.204590
	Iteration 37Q: 3 clusters Score -527583.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -527588.000000 Penalty: 2701.204590
	Iteration 38Q: 3 clusters Score -527588 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -527593.750000 Penalty: 2701.204590
	Iteration 39Q: 3 clusters Score -527593.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -527595.312500 Penalty: 2701.204590
	Iteration 40F: 3 clusters Score -527595.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -527596.000000 Penalty: 2701.204590
	Iteration 41Q: 3 clusters Score -527596 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -527596.812500 Penalty: 2701.204590
	Iteration 42Q: 3 clusters Score -527596.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -527596.812500 Penalty: 2701.204590
	Iteration 43F: 3 clusters Score -527596.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (18679 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18679 members 
Entering Unmasked Estep 
Score: -2368957.750000 Penalty: 1598.212769
	Iteration 0F: 2 clusters Score -2368958 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9276 members 
Mstep: Class 2 contains 9403 members 
Entering Unmasked Estep 
Score: -2356211.000000 Penalty: 3196.425537
	Iteration 0F: 3 clusters Score -2356211 nChanged 8405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9231 members 
Mstep: Class 2 contains 9448 members 
Entering Unmasked Estep 
Score: -2360848.500000 Penalty: 3196.425537
	Iteration 1F: 3 clusters Score -2360848 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9152 members 
Mstep: Class 2 contains 9527 members 
Entering Unmasked Estep 
Score: -2361220.250000 Penalty: 3196.425537
	Iteration 2F: 3 clusters Score -2361220 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9052 members 
Mstep: Class 2 contains 9627 members 
Entering Unmasked Estep 
Score: -2361564.250000 Penalty: 3196.425537
	Iteration 3Q: 3 clusters Score -2361564 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8929 members 
Mstep: Class 2 contains 9750 members 
Entering Unmasked Estep 
Score: -2361963.750000 Penalty: 3196.425537
	Iteration 4Q: 3 clusters Score -2361964 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8696 members 
Mstep: Class 2 contains 9983 members 
Entering Unmasked Estep 
Score: -2362526.250000 Penalty: 3196.425537
	Iteration 5Q: 3 clusters Score -2362526 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8328 members 
Mstep: Class 2 contains 10351 members 
Entering Unmasked Estep 
Score: -2363188.250000 Penalty: 3196.425537
	Iteration 6F: 3 clusters Score -2363188 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7762 members 
Mstep: Class 2 contains 10917 members 
Entering Unmasked Estep 
Score: -2363983.250000 Penalty: 3196.425537
	Iteration 7F: 3 clusters Score -2363983 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7059 members 
Mstep: Class 2 contains 11620 members 
Entering Unmasked Estep 
Score: -2364874.750000 Penalty: 3196.425537
	Iteration 8F: 3 clusters Score -2364875 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6345 members 
Mstep: Class 2 contains 12334 members 
Entering Unmasked Estep 
Score: -2365753.750000 Penalty: 3196.425537
	Iteration 9F: 3 clusters Score -2365754 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5790 members 
Mstep: Class 2 contains 12889 members 
Entering Unmasked Estep 
Score: -2366449.000000 Penalty: 3196.425537
	Iteration 10F: 3 clusters Score -2366449 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5397 members 
Mstep: Class 2 contains 13282 members 
Entering Unmasked Estep 
Score: -2366967.500000 Penalty: 3196.425537
	Iteration 11Q: 3 clusters Score -2366968 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 13588 members 
Entering Unmasked Estep 
Score: -2367362.500000 Penalty: 3196.425537
	Iteration 12Q: 3 clusters Score -2367362 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 13842 members 
Entering Unmasked Estep 
Score: -2367633.000000 Penalty: 3196.425537
	Iteration 13Q: 3 clusters Score -2367633 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 14047 members 
Entering Unmasked Estep 
Score: -2367813.750000 Penalty: 3196.425537
	Iteration 14Q: 3 clusters Score -2367814 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 14217 members 
Entering Unmasked Estep 
Score: -2367912.750000 Penalty: 3196.425537
	Iteration 15Q: 3 clusters Score -2367913 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 14370 members 
Entering Unmasked Estep 
Score: -2367985.250000 Penalty: 3196.425537
	Iteration 16Q: 3 clusters Score -2367985 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 14482 members 
Entering Unmasked Estep 
Score: -2368024.250000 Penalty: 3196.425537
	Iteration 17Q: 3 clusters Score -2368024 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 14568 members 
Entering Unmasked Estep 
Score: -2368054.000000 Penalty: 3196.425537
	Iteration 18Q: 3 clusters Score -2368054 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 14639 members 
Entering Unmasked Estep 
Score: -2368088.750000 Penalty: 3196.425537
	Iteration 19Q: 3 clusters Score -2368089 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 14710 members 
Entering Unmasked Estep 
Score: -2368117.250000 Penalty: 3196.425537
	Iteration 20F: 3 clusters Score -2368117 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 14785 members 
Entering Unmasked Estep 
Score: -2368151.250000 Penalty: 3196.425537
	Iteration 21Q: 3 clusters Score -2368151 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 14861 members 
Entering Unmasked Estep 
Score: -2368197.000000 Penalty: 3196.425537
	Iteration 22Q: 3 clusters Score -2368197 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 14945 members 
Entering Unmasked Estep 
Score: -2368228.750000 Penalty: 3196.425537
	Iteration 23Q: 3 clusters Score -2368229 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 15025 members 
Entering Unmasked Estep 
Score: -2368260.250000 Penalty: 3196.425537
	Iteration 24Q: 3 clusters Score -2368260 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 15095 members 
Entering Unmasked Estep 
Score: -2368297.250000 Penalty: 3196.425537
	Iteration 25Q: 3 clusters Score -2368297 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 15165 members 
Entering Unmasked Estep 
Score: -2368319.000000 Penalty: 3196.425537
	Iteration 26Q: 3 clusters Score -2368319 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 15222 members 
Entering Unmasked Estep 
Score: -2368338.750000 Penalty: 3196.425537
	Iteration 27Q: 3 clusters Score -2368339 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 15263 members 
Entering Unmasked Estep 
Score: -2368348.750000 Penalty: 3196.425537
	Iteration 28Q: 3 clusters Score -2368349 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 15299 members 
Entering Unmasked Estep 
Score: -2368366.500000 Penalty: 3196.425537
	Iteration 29Q: 3 clusters Score -2368366 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 15331 members 
Entering Unmasked Estep 
Score: -2368372.250000 Penalty: 3196.425537
	Iteration 30Q: 3 clusters Score -2368372 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 15362 members 
Entering Unmasked Estep 
Score: -2368385.250000 Penalty: 3196.425537
	Iteration 31Q: 3 clusters Score -2368385 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 15391 members 
Entering Unmasked Estep 
Score: -2368395.500000 Penalty: 3196.425537
	Iteration 32Q: 3 clusters Score -2368396 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 15418 members 
Entering Unmasked Estep 
Score: -2368397.500000 Penalty: 3196.425537
	Iteration 33Q: 3 clusters Score -2368398 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 15433 members 
Entering Unmasked Estep 
Score: -2368406.250000 Penalty: 3196.425537
	Iteration 34Q: 3 clusters Score -2368406 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 15460 members 
Entering Unmasked Estep 
Score: -2368410.000000 Penalty: 3196.425537
	Iteration 35Q: 3 clusters Score -2368410 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 15490 members 
Entering Unmasked Estep 
Score: -2368421.500000 Penalty: 3196.425537
	Iteration 36Q: 3 clusters Score -2368422 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 15521 members 
Entering Unmasked Estep 
Score: -2368426.750000 Penalty: 3196.425537
	Iteration 37Q: 3 clusters Score -2368427 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 15544 members 
Entering Unmasked Estep 
Score: -2368431.000000 Penalty: 3196.425537
	Iteration 38Q: 3 clusters Score -2368431 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 15557 members 
Entering Unmasked Estep 
Score: -2368437.750000 Penalty: 3196.425537
	Iteration 39Q: 3 clusters Score -2368438 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 15570 members 
Entering Unmasked Estep 
Score: -2368437.750000 Penalty: 3196.425537
	Iteration 40F: 3 clusters Score -2368438 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 15578 members 
Entering Unmasked Estep 
Score: -2368437.250000 Penalty: 3196.425537
	Iteration 41Q: 3 clusters Score -2368437 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 15586 members 
Entering Unmasked Estep 
Score: -2368437.000000 Penalty: 3196.425537
	Iteration 42Q: 3 clusters Score -2368437 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 15594 members 
Entering Unmasked Estep 
Score: -2368438.000000 Penalty: 3196.425537
	Iteration 43Q: 3 clusters Score -2368438 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 15605 members 
Entering Unmasked Estep 
Score: -2368442.750000 Penalty: 3196.425537
	Iteration 44Q: 3 clusters Score -2368443 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 15622 members 
Entering Unmasked Estep 
Score: -2368449.250000 Penalty: 3196.425537
	Iteration 45Q: 3 clusters Score -2368449 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 15642 members 
Entering Unmasked Estep 
Score: -2368450.250000 Penalty: 3196.425537
	Iteration 46Q: 3 clusters Score -2368450 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 15670 members 
Entering Unmasked Estep 
Score: -2368460.000000 Penalty: 3196.425537
	Iteration 47Q: 3 clusters Score -2368460 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 15688 members 
Entering Unmasked Estep 
Score: -2368469.750000 Penalty: 3196.425537
	Iteration 48Q: 3 clusters Score -2368470 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 15715 members 
Entering Unmasked Estep 
Score: -2368476.250000 Penalty: 3196.425537
	Iteration 49Q: 3 clusters Score -2368476 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 15746 members 
Entering Unmasked Estep 
Score: -2368492.250000 Penalty: 3196.425537
	Iteration 50Q: 3 clusters Score -2368492 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 15781 members 
Entering Unmasked Estep 
Score: -2368502.250000 Penalty: 3196.425537
	Iteration 51Q: 3 clusters Score -2368502 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 15817 members 
Entering Unmasked Estep 
Score: -2368509.000000 Penalty: 3196.425537
	Iteration 52Q: 3 clusters Score -2368509 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 15846 members 
Entering Unmasked Estep 
Score: -2368509.750000 Penalty: 3196.425537
	Iteration 53Q: 3 clusters Score -2368510 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 15870 members 
Entering Unmasked Estep 
Score: -2368519.500000 Penalty: 3196.425537
	Iteration 54Q: 3 clusters Score -2368520 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 15887 members 
Entering Unmasked Estep 
Score: -2368516.750000 Penalty: 3196.425537
	Iteration 55Q: 3 clusters Score -2368517 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 15902 members 
Entering Unmasked Estep 
Score: -2368525.750000 Penalty: 3196.425537
	Iteration 56Q: 3 clusters Score -2368526 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 15916 members 
Entering Unmasked Estep 
Score: -2368523.750000 Penalty: 3196.425537
	Iteration 57Q: 3 clusters Score -2368524 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 15924 members 
Entering Unmasked Estep 
Score: -2368528.000000 Penalty: 3196.425537
	Iteration 58Q: 3 clusters Score -2368528 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 15927 members 
Entering Unmasked Estep 
Score: -2368523.750000 Penalty: 3196.425537
	Iteration 59Q: 3 clusters Score -2368524 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 15928 members 
Entering Unmasked Estep 
Score: -2368523.750000 Penalty: 3196.425537
	Iteration 60F: 3 clusters Score -2368524 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 15929 members 
Entering Unmasked Estep 
Score: -2368524.750000 Penalty: 3196.425537
	Iteration 61Q: 3 clusters Score -2368525 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 15930 members 
Entering Unmasked Estep 
Score: -2368524.750000 Penalty: 3196.425537
	Iteration 62Q: 3 clusters Score -2368525 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 15930 members 
Entering Unmasked Estep 
Score: -2368524.750000 Penalty: 3196.425537
	Iteration 63F: 3 clusters Score -2368525 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (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: -610057.937500 Penalty: 1378.826050
	Iteration 0F: 2 clusters Score -610057.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -606149.437500 Penalty: 2757.652100
	Iteration 0F: 3 clusters Score -606149.4 nChanged 1976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -607212.937500 Penalty: 2757.652100
	Iteration 1F: 3 clusters Score -607212.9 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -607432.000000 Penalty: 2757.652100
	Iteration 2F: 3 clusters Score -607432 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -607642.812500 Penalty: 2757.652100
	Iteration 3F: 3 clusters Score -607642.8 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -607869.500000 Penalty: 2757.652100
	Iteration 4F: 3 clusters Score -607869.5 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -608092.750000 Penalty: 2757.652100
	Iteration 5F: 3 clusters Score -608092.8 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -608317.125000 Penalty: 2757.652100
	Iteration 6F: 3 clusters Score -608317.1 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -608517.312500 Penalty: 2757.652100
	Iteration 7Q: 3 clusters Score -608517.3 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -608697.750000 Penalty: 2757.652100
	Iteration 8Q: 3 clusters Score -608697.8 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -608854.062500 Penalty: 2757.652100
	Iteration 9Q: 3 clusters Score -608854.1 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -608985.312500 Penalty: 2757.652100
	Iteration 10Q: 3 clusters Score -608985.3 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -609091.500000 Penalty: 2757.652100
	Iteration 11Q: 3 clusters Score -609091.5 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -609175.187500 Penalty: 2757.652100
	Iteration 12Q: 3 clusters Score -609175.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -609290.875000 Penalty: 2757.652100
	Iteration 13Q: 3 clusters Score -609290.9 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -609493.562500 Penalty: 2757.652100
	Iteration 14Q: 3 clusters Score -609493.6 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -609691.125000 Penalty: 2757.652100
	Iteration 15Q: 3 clusters Score -609691.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -609804.000000 Penalty: 2757.652100
	Iteration 16Q: 3 clusters Score -609804 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -609857.687500 Penalty: 2757.652100
	Iteration 17Q: 3 clusters Score -609857.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -609881.562500 Penalty: 2757.652100
	Iteration 18Q: 3 clusters Score -609881.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -609892.625000 Penalty: 2757.652100
	Iteration 19Q: 3 clusters Score -609892.6 nChanged 15
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: -609896.250000 Penalty: 2757.652100
	Iteration 20F: 3 clusters Score -609896.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -609897.687500 Penalty: 2757.652100
	Iteration 21Q: 3 clusters Score -609897.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -609897.187500 Penalty: 2757.652100
	Iteration 22Q: 3 clusters Score -609897.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -609899.000000 Penalty: 2757.652100
	Iteration 23Q: 3 clusters Score -609899 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -609899.312500 Penalty: 2757.652100
	Iteration 24Q: 3 clusters Score -609899.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -609899.187500 Penalty: 2757.652100
	Iteration 25Q: 3 clusters Score -609899.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -609900.687500 Penalty: 2757.652100
	Iteration 26Q: 3 clusters Score -609900.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -609900.875000 Penalty: 2757.652100
	Iteration 27Q: 3 clusters Score -609900.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -609900.437500 Penalty: 2757.652100
	Iteration 28Q: 3 clusters Score -609900.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -609900.187500 Penalty: 2757.652100
	Iteration 29Q: 3 clusters Score -609900.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -609902.000000 Penalty: 2757.652100
	Iteration 30Q: 3 clusters Score -609902 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -609902.000000 Penalty: 2757.652100
	Iteration 31F: 3 clusters Score -609902 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (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: -437913.750000 Penalty: 1339.319458
	Iteration 0F: 2 clusters Score -437913.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -434687.031250 Penalty: 2678.638916
	Iteration 0F: 3 clusters Score -434687 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -435759.562500 Penalty: 2678.638916
	Iteration 1F: 3 clusters Score -435759.6 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -436075.781250 Penalty: 2678.638916
	Iteration 2F: 3 clusters Score -436075.8 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -436280.562500 Penalty: 2678.638916
	Iteration 3F: 3 clusters Score -436280.6 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -436427.281250 Penalty: 2678.638916
	Iteration 4F: 3 clusters Score -436427.3 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -436532.593750 Penalty: 2678.638916
	Iteration 5Q: 3 clusters Score -436532.6 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -436627.125000 Penalty: 2678.638916
	Iteration 6Q: 3 clusters Score -436627.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -436709.250000 Penalty: 2678.638916
	Iteration 7Q: 3 clusters Score -436709.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -436771.250000 Penalty: 2678.638916
	Iteration 8Q: 3 clusters Score -436771.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -436815.593750 Penalty: 2678.638916
	Iteration 9Q: 3 clusters Score -436815.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -436863.718750 Penalty: 2678.638916
	Iteration 10Q: 3 clusters Score -436863.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -436908.750000 Penalty: 2678.638916
	Iteration 11Q: 3 clusters Score -436908.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -436945.531250 Penalty: 2678.638916
	Iteration 12Q: 3 clusters Score -436945.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -436977.343750 Penalty: 2678.638916
	Iteration 13Q: 3 clusters Score -436977.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -436996.875000 Penalty: 2678.638916
	Iteration 14Q: 3 clusters Score -436996.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -437013.312500 Penalty: 2678.638916
	Iteration 15Q: 3 clusters Score -437013.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -437030.375000 Penalty: 2678.638916
	Iteration 16Q: 3 clusters Score -437030.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -437049.218750 Penalty: 2678.638916
	Iteration 17Q: 3 clusters Score -437049.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -437056.250000 Penalty: 2678.638916
	Iteration 18Q: 3 clusters Score -437056.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -437062.343750 Penalty: 2678.638916
	Iteration 19Q: 3 clusters Score -437062.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -437066.625000 Penalty: 2678.638916
	Iteration 20F: 3 clusters Score -437066.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -437068.750000 Penalty: 2678.638916
	Iteration 21Q: 3 clusters Score -437068.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -437072.656250 Penalty: 2678.638916
	Iteration 22Q: 3 clusters Score -437072.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -437074.531250 Penalty: 2678.638916
	Iteration 23Q: 3 clusters Score -437074.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -437075.437500 Penalty: 2678.638916
	Iteration 24Q: 3 clusters Score -437075.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -437077.437500 Penalty: 2678.638916
	Iteration 25Q: 3 clusters Score -437077.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -437079.187500 Penalty: 2678.638916
	Iteration 26Q: 3 clusters Score -437079.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -437080.375000 Penalty: 2678.638916
	Iteration 27Q: 3 clusters Score -437080.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -437082.406250 Penalty: 2678.638916
	Iteration 28Q: 3 clusters Score -437082.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -437083.218750 Penalty: 2678.638916
	Iteration 29Q: 3 clusters Score -437083.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -437083.812500 Penalty: 2678.638916
	Iteration 30Q: 3 clusters Score -437083.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -437084.500000 Penalty: 2678.638916
	Iteration 31Q: 3 clusters Score -437084.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -437085.031250 Penalty: 2678.638916
	Iteration 32Q: 3 clusters Score -437085 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -437085.156250 Penalty: 2678.638916
	Iteration 33Q: 3 clusters Score -437085.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -437086.937500 Penalty: 2678.638916
	Iteration 34Q: 3 clusters Score -437086.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -437087.468750 Penalty: 2678.638916
	Iteration 35Q: 3 clusters Score -437087.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -437088.531250 Penalty: 2678.638916
	Iteration 36Q: 3 clusters Score -437088.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -437089.562500 Penalty: 2678.638916
	Iteration 37Q: 3 clusters Score -437089.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -437090.437500 Penalty: 2678.638916
	Iteration 38Q: 3 clusters Score -437090.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -437092.625000 Penalty: 2678.638916
	Iteration 39Q: 3 clusters Score -437092.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -437094.312500 Penalty: 2678.638916
	Iteration 40F: 3 clusters Score -437094.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -437094.906250 Penalty: 2678.638916
	Iteration 41Q: 3 clusters Score -437094.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -437094.656250 Penalty: 2678.638916
	Iteration 42Q: 3 clusters Score -437094.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -437095.187500 Penalty: 2678.638916
	Iteration 43Q: 3 clusters Score -437095.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -437095.968750 Penalty: 2678.638916
	Iteration 44Q: 3 clusters Score -437096 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -437095.937500 Penalty: 2678.638916
	Iteration 45Q: 3 clusters Score -437095.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -437095.937500 Penalty: 2678.638916
	Iteration 46F: 3 clusters Score -437095.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (2335 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Entering Unmasked Estep 
Score: -282352.750000 Penalty: 1260.312134
	Iteration 0F: 2 clusters Score -282352.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -280090.156250 Penalty: 2520.624268
	Iteration 0F: 3 clusters Score -280090.2 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -280804.187500 Penalty: 2520.624268
	Iteration 1F: 3 clusters Score -280804.2 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -281118.687500 Penalty: 2520.624268
	Iteration 2F: 3 clusters Score -281118.7 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -281402.593750 Penalty: 2520.624268
	Iteration 3F: 3 clusters Score -281402.6 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -281611.562500 Penalty: 2520.624268
	Iteration 4F: 3 clusters Score -281611.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -281744.187500 Penalty: 2520.624268
	Iteration 5F: 3 clusters Score -281744.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -281807.875000 Penalty: 2520.624268
	Iteration 6Q: 3 clusters Score -281807.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -281847.562500 Penalty: 2520.624268
	Iteration 7Q: 3 clusters Score -281847.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -281863.062500 Penalty: 2520.624268
	Iteration 8Q: 3 clusters Score -281863.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -281874.281250 Penalty: 2520.624268
	Iteration 9Q: 3 clusters Score -281874.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -281883.593750 Penalty: 2520.624268
	Iteration 10Q: 3 clusters Score -281883.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -281888.625000 Penalty: 2520.624268
	Iteration 11Q: 3 clusters Score -281888.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -281893.156250 Penalty: 2520.624268
	Iteration 12Q: 3 clusters Score -281893.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -281894.656250 Penalty: 2520.624268
	Iteration 13Q: 3 clusters Score -281894.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -281895.687500 Penalty: 2520.624268
	Iteration 14Q: 3 clusters Score -281895.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -281895.687500 Penalty: 2520.624268
	Iteration 15F: 3 clusters Score -281895.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (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: -636288.875000 Penalty: 1387.484741
	Iteration 0F: 2 clusters Score -636288.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -632215.312500 Penalty: 2774.969482
	Iteration 0F: 3 clusters Score -632215.3 nChanged 2037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -633328.062500 Penalty: 2774.969482
	Iteration 1F: 3 clusters Score -633328.1 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -633511.812500 Penalty: 2774.969482
	Iteration 2F: 3 clusters Score -633511.8 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -633648.625000 Penalty: 2774.969482
	Iteration 3F: 3 clusters Score -633648.6 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -633773.562500 Penalty: 2774.969482
	Iteration 4Q: 3 clusters Score -633773.6 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -633881.687500 Penalty: 2774.969482
	Iteration 5Q: 3 clusters Score -633881.7 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -634004.437500 Penalty: 2774.969482
	Iteration 6Q: 3 clusters Score -634004.4 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -634152.312500 Penalty: 2774.969482
	Iteration 7Q: 3 clusters Score -634152.3 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -634339.625000 Penalty: 2774.969482
	Iteration 8Q: 3 clusters Score -634339.6 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -634554.062500 Penalty: 2774.969482
	Iteration 9F: 3 clusters Score -634554.1 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -634748.250000 Penalty: 2774.969482
	Iteration 10Q: 3 clusters Score -634748.2 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -634957.250000 Penalty: 2774.969482
	Iteration 11Q: 3 clusters Score -634957.2 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -635178.687500 Penalty: 2774.969482
	Iteration 12Q: 3 clusters Score -635178.7 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -635333.562500 Penalty: 2774.969482
	Iteration 13Q: 3 clusters Score -635333.6 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -635449.937500 Penalty: 2774.969482
	Iteration 14Q: 3 clusters Score -635449.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -635547.000000 Penalty: 2774.969482
	Iteration 15Q: 3 clusters Score -635547 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -635628.437500 Penalty: 2774.969482
	Iteration 16Q: 3 clusters Score -635628.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -635688.875000 Penalty: 2774.969482
	Iteration 17Q: 3 clusters Score -635688.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -635735.562500 Penalty: 2774.969482
	Iteration 18Q: 3 clusters Score -635735.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -635757.062500 Penalty: 2774.969482
	Iteration 19Q: 3 clusters Score -635757.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -635771.312500 Penalty: 2774.969482
	Iteration 20F: 3 clusters Score -635771.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -635778.187500 Penalty: 2774.969482
	Iteration 21Q: 3 clusters Score -635778.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -635780.750000 Penalty: 2774.969482
	Iteration 22Q: 3 clusters Score -635780.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -635781.125000 Penalty: 2774.969482
	Iteration 23Q: 3 clusters Score -635781.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -635781.812500 Penalty: 2774.969482
	Iteration 24Q: 3 clusters Score -635781.8 nChanged 5
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: -635783.812500 Penalty: 2774.969482
	Iteration 25Q: 3 clusters Score -635783.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -635784.500000 Penalty: 2774.969482
	Iteration 26Q: 3 clusters Score -635784.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -635784.375000 Penalty: 2774.969482
	Iteration 27Q: 3 clusters Score -635784.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -635784.375000 Penalty: 2774.969482
	Iteration 28Q: 3 clusters Score -635784.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -635784.375000 Penalty: 2774.969482
	Iteration 29F: 3 clusters Score -635784.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (3381 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Entering Unmasked Estep 
Score: -417207.687500 Penalty: 1320.463135
	Iteration 0F: 2 clusters Score -417207.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -414243.031250 Penalty: 2640.926270
	Iteration 0F: 3 clusters Score -414243 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -415025.250000 Penalty: 2640.926270
	Iteration 1F: 3 clusters Score -415025.2 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -415177.375000 Penalty: 2640.926270
	Iteration 2F: 3 clusters Score -415177.4 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -415262.750000 Penalty: 2640.926270
	Iteration 3Q: 3 clusters Score -415262.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -415327.437500 Penalty: 2640.926270
	Iteration 4Q: 3 clusters Score -415327.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -415399.406250 Penalty: 2640.926270
	Iteration 5Q: 3 clusters Score -415399.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -415481.968750 Penalty: 2640.926270
	Iteration 6Q: 3 clusters Score -415482 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -415580.281250 Penalty: 2640.926270
	Iteration 7Q: 3 clusters Score -415580.3 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -415694.437500 Penalty: 2640.926270
	Iteration 8Q: 3 clusters Score -415694.4 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -415800.406250 Penalty: 2640.926270
	Iteration 9Q: 3 clusters Score -415800.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -415892.718750 Penalty: 2640.926270
	Iteration 10Q: 3 clusters Score -415892.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -415989.593750 Penalty: 2640.926270
	Iteration 11Q: 3 clusters Score -415989.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -416109.156250 Penalty: 2640.926270
	Iteration 12Q: 3 clusters Score -416109.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -416250.468750 Penalty: 2640.926270
	Iteration 13Q: 3 clusters Score -416250.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -416360.531250 Penalty: 2640.926270
	Iteration 14Q: 3 clusters Score -416360.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -416456.531250 Penalty: 2640.926270
	Iteration 15Q: 3 clusters Score -416456.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -416541.125000 Penalty: 2640.926270
	Iteration 16Q: 3 clusters Score -416541.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -416618.250000 Penalty: 2640.926270
	Iteration 17Q: 3 clusters Score -416618.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -416686.531250 Penalty: 2640.926270
	Iteration 18Q: 3 clusters Score -416686.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -416729.093750 Penalty: 2640.926270
	Iteration 19Q: 3 clusters Score -416729.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -416754.531250 Penalty: 2640.926270
	Iteration 20F: 3 clusters Score -416754.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -416779.906250 Penalty: 2640.926270
	Iteration 21Q: 3 clusters Score -416779.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -416817.531250 Penalty: 2640.926270
	Iteration 22Q: 3 clusters Score -416817.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -416852.343750 Penalty: 2640.926270
	Iteration 23Q: 3 clusters Score -416852.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -416865.906250 Penalty: 2640.926270
	Iteration 24Q: 3 clusters Score -416865.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -416874.968750 Penalty: 2640.926270
	Iteration 25Q: 3 clusters Score -416875 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -416877.968750 Penalty: 2640.926270
	Iteration 26Q: 3 clusters Score -416878 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -416880.500000 Penalty: 2640.926270
	Iteration 27Q: 3 clusters Score -416880.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -416882.843750 Penalty: 2640.926270
	Iteration 28Q: 3 clusters Score -416882.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -416883.250000 Penalty: 2640.926270
	Iteration 29Q: 3 clusters Score -416883.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -416883.343750 Penalty: 2640.926270
	Iteration 30Q: 3 clusters Score -416883.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -416883.343750 Penalty: 2640.926270
	Iteration 31F: 3 clusters Score -416883.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (2743 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Entering Unmasked Estep 
Score: -327944.218750 Penalty: 1286.481201
	Iteration 0F: 2 clusters Score -327944.2 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 1337 members 
Entering Unmasked Estep 
Score: -325402.312500 Penalty: 2572.962402
	Iteration 0F: 3 clusters Score -325402.3 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -326019.468750 Penalty: 2572.962402
	Iteration 1F: 3 clusters Score -326019.5 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -326167.093750 Penalty: 2572.962402
	Iteration 2F: 3 clusters Score -326167.1 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -326258.937500 Penalty: 2572.962402
	Iteration 3F: 3 clusters Score -326258.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -326317.406250 Penalty: 2572.962402
	Iteration 4Q: 3 clusters Score -326317.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -326368.125000 Penalty: 2572.962402
	Iteration 5Q: 3 clusters Score -326368.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -326400.437500 Penalty: 2572.962402
	Iteration 6Q: 3 clusters Score -326400.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -326427.812500 Penalty: 2572.962402
	Iteration 7Q: 3 clusters Score -326427.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -326454.093750 Penalty: 2572.962402
	Iteration 8Q: 3 clusters Score -326454.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -326481.250000 Penalty: 2572.962402
	Iteration 9Q: 3 clusters Score -326481.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -326508.781250 Penalty: 2572.962402
	Iteration 10Q: 3 clusters Score -326508.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -326538.343750 Penalty: 2572.962402
	Iteration 11Q: 3 clusters Score -326538.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -326568.312500 Penalty: 2572.962402
	Iteration 12Q: 3 clusters Score -326568.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -326598.218750 Penalty: 2572.962402
	Iteration 13Q: 3 clusters Score -326598.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -326623.937500 Penalty: 2572.962402
	Iteration 14Q: 3 clusters Score -326623.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -326650.062500 Penalty: 2572.962402
	Iteration 15Q: 3 clusters Score -326650.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -326670.281250 Penalty: 2572.962402
	Iteration 16Q: 3 clusters Score -326670.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -326683.218750 Penalty: 2572.962402
	Iteration 17Q: 3 clusters Score -326683.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -326695.875000 Penalty: 2572.962402
	Iteration 18Q: 3 clusters Score -326695.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -326709.218750 Penalty: 2572.962402
	Iteration 19Q: 3 clusters Score -326709.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -326724.062500 Penalty: 2572.962402
	Iteration 20F: 3 clusters Score -326724.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -326733.531250 Penalty: 2572.962402
	Iteration 21Q: 3 clusters Score -326733.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -326740.531250 Penalty: 2572.962402
	Iteration 22Q: 3 clusters Score -326740.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -326746.250000 Penalty: 2572.962402
	Iteration 23Q: 3 clusters Score -326746.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -326754.062500 Penalty: 2572.962402
	Iteration 24Q: 3 clusters Score -326754.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -326757.000000 Penalty: 2572.962402
	Iteration 25Q: 3 clusters Score -326757 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -326760.125000 Penalty: 2572.962402
	Iteration 26Q: 3 clusters Score -326760.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -326762.500000 Penalty: 2572.962402
	Iteration 27Q: 3 clusters Score -326762.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -326764.093750 Penalty: 2572.962402
	Iteration 28Q: 3 clusters Score -326764.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -326765.781250 Penalty: 2572.962402
	Iteration 29Q: 3 clusters Score -326765.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -326767.250000 Penalty: 2572.962402
	Iteration 30Q: 3 clusters Score -326767.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -326768.281250 Penalty: 2572.962402
	Iteration 31Q: 3 clusters Score -326768.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -326770.156250 Penalty: 2572.962402
	Iteration 32Q: 3 clusters Score -326770.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -326772.812500 Penalty: 2572.962402
	Iteration 33Q: 3 clusters Score -326772.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -326773.843750 Penalty: 2572.962402
	Iteration 34Q: 3 clusters Score -326773.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -326777.687500 Penalty: 2572.962402
	Iteration 35Q: 3 clusters Score -326777.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -326778.750000 Penalty: 2572.962402
	Iteration 36Q: 3 clusters Score -326778.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -326778.937500 Penalty: 2572.962402
	Iteration 37Q: 3 clusters Score -326778.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -326780.093750 Penalty: 2572.962402
	Iteration 38Q: 3 clusters Score -326780.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -326781.031250 Penalty: 2572.962402
	Iteration 39Q: 3 clusters Score -326781 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -326782.250000 Penalty: 2572.962402
	Iteration 40F: 3 clusters Score -326782.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -326783.218750 Penalty: 2572.962402
	Iteration 41Q: 3 clusters Score -326783.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -326784.281250 Penalty: 2572.962402
	Iteration 42Q: 3 clusters Score -326784.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -326785.218750 Penalty: 2572.962402
	Iteration 43Q: 3 clusters Score -326785.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -326787.812500 Penalty: 2572.962402
	Iteration 44Q: 3 clusters Score -326787.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -326789.250000 Penalty: 2572.962402
	Iteration 45Q: 3 clusters Score -326789.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -326790.968750 Penalty: 2572.962402
	Iteration 46Q: 3 clusters Score -326791 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -326792.656250 Penalty: 2572.962402
	Iteration 47Q: 3 clusters Score -326792.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -326792.781250 Penalty: 2572.962402
	Iteration 48Q: 3 clusters Score -326792.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -326793.031250 Penalty: 2572.962402
	Iteration 49Q: 3 clusters Score -326793 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -326793.500000 Penalty: 2572.962402
	Iteration 50Q: 3 clusters Score -326793.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -326793.937500 Penalty: 2572.962402
	Iteration 51Q: 3 clusters Score -326793.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -326794.343750 Penalty: 2572.962402
	Iteration 52Q: 3 clusters Score -326794.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -326794.781250 Penalty: 2572.962402
	Iteration 53Q: 3 clusters Score -326794.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -326795.281250 Penalty: 2572.962402
	Iteration 54Q: 3 clusters Score -326795.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -326795.281250 Penalty: 2572.962402
	Iteration 55F: 3 clusters Score -326795.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (2151 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Entering Unmasked Estep 
Score: -257399.062500 Penalty: 1246.974243
	Iteration 0F: 2 clusters Score -257399.1 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 1029 members 
Entering Unmasked Estep 
Score: -255256.734375 Penalty: 2493.948486
	Iteration 0F: 3 clusters Score -255256.7 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -255745.750000 Penalty: 2493.948486
	Iteration 1F: 3 clusters Score -255745.8 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -255876.062500 Penalty: 2493.948486
	Iteration 2F: 3 clusters Score -255876.1 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -255967.484375 Penalty: 2493.948486
	Iteration 3F: 3 clusters Score -255967.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -256025.187500 Penalty: 2493.948486
	Iteration 4Q: 3 clusters Score -256025.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -256059.062500 Penalty: 2493.948486
	Iteration 5Q: 3 clusters Score -256059.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -256087.843750 Penalty: 2493.948486
	Iteration 6Q: 3 clusters Score -256087.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -256114.234375 Penalty: 2493.948486
	Iteration 7Q: 3 clusters Score -256114.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -256137.906250 Penalty: 2493.948486
	Iteration 8Q: 3 clusters Score -256137.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -256181.531250 Penalty: 2493.948486
	Iteration 9Q: 3 clusters Score -256181.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -256243.265625 Penalty: 2493.948486
	Iteration 10Q: 3 clusters Score -256243.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -256305.171875 Penalty: 2493.948486
	Iteration 11Q: 3 clusters Score -256305.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -256359.953125 Penalty: 2493.948486
	Iteration 12Q: 3 clusters Score -256360 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -256402.281250 Penalty: 2493.948486
	Iteration 13Q: 3 clusters Score -256402.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -256436.437500 Penalty: 2493.948486
	Iteration 14Q: 3 clusters Score -256436.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -256466.296875 Penalty: 2493.948486
	Iteration 15Q: 3 clusters Score -256466.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -256490.390625 Penalty: 2493.948486
	Iteration 16Q: 3 clusters Score -256490.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -256512.234375 Penalty: 2493.948486
	Iteration 17Q: 3 clusters Score -256512.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -256528.156250 Penalty: 2493.948486
	Iteration 18Q: 3 clusters Score -256528.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -256545.093750 Penalty: 2493.948486
	Iteration 19Q: 3 clusters Score -256545.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -256554.250000 Penalty: 2493.948486
	Iteration 20F: 3 clusters Score -256554.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -256563.671875 Penalty: 2493.948486
	Iteration 21Q: 3 clusters Score -256563.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -256570.421875 Penalty: 2493.948486
	Iteration 22Q: 3 clusters Score -256570.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -256577.453125 Penalty: 2493.948486
	Iteration 23Q: 3 clusters Score -256577.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -256581.046875 Penalty: 2493.948486
	Iteration 24Q: 3 clusters Score -256581 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -256585.718750 Penalty: 2493.948486
	Iteration 25Q: 3 clusters Score -256585.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -256590.859375 Penalty: 2493.948486
	Iteration 26Q: 3 clusters Score -256590.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -256592.406250 Penalty: 2493.948486
	Iteration 27Q: 3 clusters Score -256592.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -256594.484375 Penalty: 2493.948486
	Iteration 28Q: 3 clusters Score -256594.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -256596.343750 Penalty: 2493.948486
	Iteration 29Q: 3 clusters Score -256596.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -256596.812500 Penalty: 2493.948486
	Iteration 30Q: 3 clusters Score -256596.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -256597.203125 Penalty: 2493.948486
	Iteration 31Q: 3 clusters Score -256597.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -256597.203125 Penalty: 2493.948486
	Iteration 32F: 3 clusters Score -256597.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (1035 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Entering Unmasked Estep 
Score: -122923.531250 Penalty: 1128.100464
	Iteration 0F: 2 clusters Score -122923.5 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 523 members 
Entering Unmasked Estep 
Score: -121471.468750 Penalty: 2256.200928
	Iteration 0F: 3 clusters Score -121471.5 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -121762.945312 Penalty: 2256.200928
	Iteration 1F: 3 clusters Score -121762.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -121900.312500 Penalty: 2256.200928
	Iteration 2F: 3 clusters Score -121900.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -122019.234375 Penalty: 2256.200928
	Iteration 3F: 3 clusters Score -122019.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -122154.000000 Penalty: 2256.200928
	Iteration 4Q: 3 clusters Score -122154 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -122308.414062 Penalty: 2256.200928
	Iteration 5F: 3 clusters Score -122308.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -122422.617188 Penalty: 2256.200928
	Iteration 6Q: 3 clusters Score -122422.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -122471.125000 Penalty: 2256.200928
	Iteration 7Q: 3 clusters Score -122471.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -122498.156250 Penalty: 2256.200928
	Iteration 8Q: 3 clusters Score -122498.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -122518.046875 Penalty: 2256.200928
	Iteration 9Q: 3 clusters Score -122518 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -122528.421875 Penalty: 2256.200928
	Iteration 10Q: 3 clusters Score -122528.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -122531.914062 Penalty: 2256.200928
	Iteration 11Q: 3 clusters Score -122531.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -122533.929688 Penalty: 2256.200928
	Iteration 12Q: 3 clusters Score -122533.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -122537.554688 Penalty: 2256.200928
	Iteration 13Q: 3 clusters Score -122537.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -122540.843750 Penalty: 2256.200928
	Iteration 14Q: 3 clusters Score -122540.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -122548.476562 Penalty: 2256.200928
	Iteration 15Q: 3 clusters Score -122548.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -122556.140625 Penalty: 2256.200928
	Iteration 16Q: 3 clusters Score -122556.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -122559.664062 Penalty: 2256.200928
	Iteration 17Q: 3 clusters Score -122559.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -122563.242188 Penalty: 2256.200928
	Iteration 18Q: 3 clusters Score -122563.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -122565.648438 Penalty: 2256.200928
	Iteration 19Q: 3 clusters Score -122565.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -122566.054688 Penalty: 2256.200928
	Iteration 20F: 3 clusters Score -122566.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (22179 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22179 members 
Entering Unmasked Estep 
Score: -2826164.000000 Penalty: 1626.121338
	Iteration 0F: 2 clusters Score -2826164 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11160 members 
Mstep: Class 2 contains 11019 members 
Entering Unmasked Estep 
Score: -2811085.500000 Penalty: 3252.242676
	Iteration 0F: 3 clusters Score -2811086 nChanged 10111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11461 members 
Mstep: Class 2 contains 10718 members 
Entering Unmasked Estep 
Score: -2816658.000000 Penalty: 3252.242676
	Iteration 1F: 3 clusters Score -2816658 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11606 members 
Mstep: Class 2 contains 10573 members 
Entering Unmasked Estep 
Score: -2817006.250000 Penalty: 3252.242676
	Iteration 2Q: 3 clusters Score -2817006 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11799 members 
Mstep: Class 2 contains 10380 members 
Entering Unmasked Estep 
Score: -2817290.000000 Penalty: 3252.242676
	Iteration 3Q: 3 clusters Score -2817290 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12032 members 
Mstep: Class 2 contains 10147 members 
Entering Unmasked Estep 
Score: -2817561.500000 Penalty: 3252.242676
	Iteration 4Q: 3 clusters Score -2817562 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12352 members 
Mstep: Class 2 contains 9827 members 
Entering Unmasked Estep 
Score: -2817901.500000 Penalty: 3252.242676
	Iteration 5Q: 3 clusters Score -2817902 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12760 members 
Mstep: Class 2 contains 9419 members 
Entering Unmasked Estep 
Score: -2818292.500000 Penalty: 3252.242676
	Iteration 6Q: 3 clusters Score -2818292 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13277 members 
Mstep: Class 2 contains 8902 members 
Entering Unmasked Estep 
Score: -2818802.250000 Penalty: 3252.242676
	Iteration 7Q: 3 clusters Score -2818802 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13914 members 
Mstep: Class 2 contains 8265 members 
Entering Unmasked Estep 
Score: -2819449.000000 Penalty: 3252.242676
	Iteration 8Q: 3 clusters Score -2819449 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14646 members 
Mstep: Class 2 contains 7533 members 
Entering Unmasked Estep 
Score: -2820205.500000 Penalty: 3252.242676
	Iteration 9Q: 3 clusters Score -2820206 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15386 members 
Mstep: Class 2 contains 6793 members 
Entering Unmasked Estep 
Score: -2820874.250000 Penalty: 3252.242676
	Iteration 10Q: 3 clusters Score -2820874 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16047 members 
Mstep: Class 2 contains 6132 members 
Entering Unmasked Estep 
Score: -2821384.750000 Penalty: 3252.242676
	Iteration 11Q: 3 clusters Score -2821385 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16654 members 
Mstep: Class 2 contains 5525 members 
Entering Unmasked Estep 
Score: -2821783.750000 Penalty: 3252.242676
	Iteration 12Q: 3 clusters Score -2821784 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17253 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -2822134.250000 Penalty: 3252.242676
	Iteration 13Q: 3 clusters Score -2822134 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17835 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -2822446.750000 Penalty: 3252.242676
	Iteration 14Q: 3 clusters Score -2822447 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18403 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -2822732.500000 Penalty: 3252.242676
	Iteration 15Q: 3 clusters Score -2822732 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18946 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -2823029.500000 Penalty: 3252.242676
	Iteration 16Q: 3 clusters Score -2823030 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19449 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -2823292.500000 Penalty: 3252.242676
	Iteration 17Q: 3 clusters Score -2823292 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19891 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -2823534.250000 Penalty: 3252.242676
	Iteration 18Q: 3 clusters Score -2823534 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20308 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -2823770.000000 Penalty: 3252.242676
	Iteration 19Q: 3 clusters Score -2823770 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20666 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -2823986.250000 Penalty: 3252.242676
	Iteration 20F: 3 clusters Score -2823986 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20955 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -2824179.250000 Penalty: 3252.242676
	Iteration 21Q: 3 clusters Score -2824179 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21174 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -2824320.000000 Penalty: 3252.242676
	Iteration 22Q: 3 clusters Score -2824320 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21344 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -2824435.250000 Penalty: 3252.242676
	Iteration 23Q: 3 clusters Score -2824435 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21469 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -2824530.000000 Penalty: 3252.242676
	Iteration 24Q: 3 clusters Score -2824530 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21556 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -2824600.000000 Penalty: 3252.242676
	Iteration 25Q: 3 clusters Score -2824600 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21624 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -2824652.000000 Penalty: 3252.242676
	Iteration 26Q: 3 clusters Score -2824652 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21663 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -2824683.750000 Penalty: 3252.242676
	Iteration 27Q: 3 clusters Score -2824684 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21689 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -2824713.000000 Penalty: 3252.242676
	Iteration 28Q: 3 clusters Score -2824713 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21718 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -2824744.000000 Penalty: 3252.242676
	Iteration 29Q: 3 clusters Score -2824744 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21739 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -2824761.500000 Penalty: 3252.242676
	Iteration 30Q: 3 clusters Score -2824762 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21758 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -2824785.750000 Penalty: 3252.242676
	Iteration 31Q: 3 clusters Score -2824786 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21770 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -2824785.750000 Penalty: 3252.242676
	Iteration 32Q: 3 clusters Score -2824786 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21780 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -2824795.250000 Penalty: 3252.242676
	Iteration 33Q: 3 clusters Score -2824795 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21782 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -2824796.750000 Penalty: 3252.242676
	Iteration 34Q: 3 clusters Score -2824797 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21792 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -2824801.000000 Penalty: 3252.242676
	Iteration 35Q: 3 clusters Score -2824801 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21798 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -2824812.000000 Penalty: 3252.242676
	Iteration 36Q: 3 clusters Score -2824812 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21807 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -2824817.500000 Penalty: 3252.242676
	Iteration 37Q: 3 clusters Score -2824818 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21813 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -2824820.750000 Penalty: 3252.242676
	Iteration 38Q: 3 clusters Score -2824821 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21815 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -2824822.500000 Penalty: 3252.242676
	Iteration 39Q: 3 clusters Score -2824822 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21818 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -2824824.500000 Penalty: 3252.242676
	Iteration 40F: 3 clusters Score -2824824 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21822 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -2824827.000000 Penalty: 3252.242676
	Iteration 41Q: 3 clusters Score -2824827 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21823 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -2824830.250000 Penalty: 3252.242676
	Iteration 42Q: 3 clusters Score -2824830 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21824 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -2824832.000000 Penalty: 3252.242676
	Iteration 43Q: 3 clusters Score -2824832 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21824 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -2824833.250000 Penalty: 3252.242676
	Iteration 44Q: 3 clusters Score -2824833 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21826 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -2824834.250000 Penalty: 3252.242676
	Iteration 45Q: 3 clusters Score -2824834 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21828 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -2824834.500000 Penalty: 3252.242676
	Iteration 46Q: 3 clusters Score -2824834 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21826 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -2824833.750000 Penalty: 3252.242676
	Iteration 47Q: 3 clusters Score -2824834 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21827 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -2824837.250000 Penalty: 3252.242676
	Iteration 48Q: 3 clusters Score -2824837 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21827 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -2824837.250000 Penalty: 3252.242676
	Iteration 49F: 3 clusters Score -2824837 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (3008 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Entering Unmasked Estep 
Score: -386449.062500 Penalty: 1301.467407
	Iteration 0F: 2 clusters Score -386449.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -383754.093750 Penalty: 2602.934814
	Iteration 0F: 3 clusters Score -383754.1 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -384423.031250 Penalty: 2602.934814
	Iteration 1F: 3 clusters Score -384423 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -384536.937500 Penalty: 2602.934814
	Iteration 2F: 3 clusters Score -384536.9 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -384599.281250 Penalty: 2602.934814
	Iteration 3Q: 3 clusters Score -384599.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -384633.343750 Penalty: 2602.934814
	Iteration 4Q: 3 clusters Score -384633.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -384666.843750 Penalty: 2602.934814
	Iteration 5Q: 3 clusters Score -384666.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -384686.750000 Penalty: 2602.934814
	Iteration 6Q: 3 clusters Score -384686.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -384703.593750 Penalty: 2602.934814
	Iteration 7Q: 3 clusters Score -384703.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -384712.187500 Penalty: 2602.934814
	Iteration 8Q: 3 clusters Score -384712.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -384719.000000 Penalty: 2602.934814
	Iteration 9Q: 3 clusters Score -384719 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -384723.781250 Penalty: 2602.934814
	Iteration 10Q: 3 clusters Score -384723.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -384726.781250 Penalty: 2602.934814
	Iteration 11Q: 3 clusters Score -384726.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -384730.656250 Penalty: 2602.934814
	Iteration 12Q: 3 clusters Score -384730.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -384732.968750 Penalty: 2602.934814
	Iteration 13Q: 3 clusters Score -384733 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -384735.625000 Penalty: 2602.934814
	Iteration 14Q: 3 clusters Score -384735.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -384739.500000 Penalty: 2602.934814
	Iteration 15Q: 3 clusters Score -384739.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -384741.593750 Penalty: 2602.934814
	Iteration 16Q: 3 clusters Score -384741.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -384743.656250 Penalty: 2602.934814
	Iteration 17Q: 3 clusters Score -384743.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -384745.718750 Penalty: 2602.934814
	Iteration 18Q: 3 clusters Score -384745.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -384748.187500 Penalty: 2602.934814
	Iteration 19Q: 3 clusters Score -384748.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -384750.937500 Penalty: 2602.934814
	Iteration 20F: 3 clusters Score -384750.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -384751.656250 Penalty: 2602.934814
	Iteration 21Q: 3 clusters Score -384751.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -384752.281250 Penalty: 2602.934814
	Iteration 22Q: 3 clusters Score -384752.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -384752.281250 Penalty: 2602.934814
	Iteration 23F: 3 clusters Score -384752.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (4862 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Entering Unmasked Estep 
Score: -596019.875000 Penalty: 1379.495850
	Iteration 0F: 2 clusters Score -596019.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -592169.000000 Penalty: 2758.991699
	Iteration 0F: 3 clusters Score -592169 nChanged 1894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -593321.625000 Penalty: 2758.991699
	Iteration 1F: 3 clusters Score -593321.6 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -593634.687500 Penalty: 2758.991699
	Iteration 2F: 3 clusters Score -593634.7 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -593846.875000 Penalty: 2758.991699
	Iteration 3F: 3 clusters Score -593846.9 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -594003.250000 Penalty: 2758.991699
	Iteration 4Q: 3 clusters Score -594003.2 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -594139.375000 Penalty: 2758.991699
	Iteration 5Q: 3 clusters Score -594139.4 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -594280.000000 Penalty: 2758.991699
	Iteration 6Q: 3 clusters Score -594280 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -594416.625000 Penalty: 2758.991699
	Iteration 7Q: 3 clusters Score -594416.6 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -594577.812500 Penalty: 2758.991699
	Iteration 8Q: 3 clusters Score -594577.8 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -594745.000000 Penalty: 2758.991699
	Iteration 9Q: 3 clusters Score -594745 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -594889.562500 Penalty: 2758.991699
	Iteration 10Q: 3 clusters Score -594889.6 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -595014.562500 Penalty: 2758.991699
	Iteration 11Q: 3 clusters Score -595014.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -595101.250000 Penalty: 2758.991699
	Iteration 12Q: 3 clusters Score -595101.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -595170.312500 Penalty: 2758.991699
	Iteration 13Q: 3 clusters Score -595170.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -595227.375000 Penalty: 2758.991699
	Iteration 14Q: 3 clusters Score -595227.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -595263.937500 Penalty: 2758.991699
	Iteration 15Q: 3 clusters Score -595263.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -595292.875000 Penalty: 2758.991699
	Iteration 16Q: 3 clusters Score -595292.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -595308.125000 Penalty: 2758.991699
	Iteration 17Q: 3 clusters Score -595308.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -595325.750000 Penalty: 2758.991699
	Iteration 18Q: 3 clusters Score -595325.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -595333.062500 Penalty: 2758.991699
	Iteration 19Q: 3 clusters Score -595333.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -595339.500000 Penalty: 2758.991699
	Iteration 20F: 3 clusters Score -595339.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -595345.750000 Penalty: 2758.991699
	Iteration 21Q: 3 clusters Score -595345.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -595352.187500 Penalty: 2758.991699
	Iteration 22Q: 3 clusters Score -595352.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -595358.187500 Penalty: 2758.991699
	Iteration 23Q: 3 clusters Score -595358.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -595366.750000 Penalty: 2758.991699
	Iteration 24Q: 3 clusters Score -595366.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -595379.437500 Penalty: 2758.991699
	Iteration 25Q: 3 clusters Score -595379.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -595398.062500 Penalty: 2758.991699
	Iteration 26Q: 3 clusters Score -595398.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -595419.562500 Penalty: 2758.991699
	Iteration 27Q: 3 clusters Score -595419.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -595450.750000 Penalty: 2758.991699
	Iteration 28Q: 3 clusters Score -595450.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -595497.312500 Penalty: 2758.991699
	Iteration 29Q: 3 clusters Score -595497.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -595534.812500 Penalty: 2758.991699
	Iteration 30Q: 3 clusters Score -595534.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -595586.875000 Penalty: 2758.991699
	Iteration 31Q: 3 clusters Score -595586.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -595636.562500 Penalty: 2758.991699
	Iteration 32Q: 3 clusters Score -595636.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -595691.562500 Penalty: 2758.991699
	Iteration 33Q: 3 clusters Score -595691.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -595753.375000 Penalty: 2758.991699
	Iteration 34Q: 3 clusters Score -595753.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -595811.500000 Penalty: 2758.991699
	Iteration 35Q: 3 clusters Score -595811.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -595877.812500 Penalty: 2758.991699
	Iteration 36Q: 3 clusters Score -595877.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -595949.000000 Penalty: 2758.991699
	Iteration 37Q: 3 clusters Score -595949 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -596035.375000 Penalty: 2758.991699
	Iteration 38Q: 3 clusters Score -596035.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -596136.125000 Penalty: 2758.991699
	Iteration 39Q: 3 clusters Score -596136.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -596270.875000 Penalty: 2758.991699
	Iteration 40F: 3 clusters Score -596270.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -596344.000000 Penalty: 2758.991699
	Iteration 41Q: 3 clusters Score -596344 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -596375.187500 Penalty: 2758.991699
	Iteration 42Q: 3 clusters Score -596375.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -596389.312500 Penalty: 2758.991699
	Iteration 43Q: 3 clusters Score -596389.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -596391.812500 Penalty: 2758.991699
	Iteration 44Q: 3 clusters Score -596391.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -596394.312500 Penalty: 2758.991699
	Iteration 45Q: 3 clusters Score -596394.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -596393.937500 Penalty: 2758.991699
	Iteration 46Q: 3 clusters Score -596393.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -596393.937500 Penalty: 2758.991699
	Iteration 47F: 3 clusters Score -596393.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 6776 members 
Mstep: Class 2 contains 2797 members 
Mstep: Class 3 contains 13299 members 
Mstep: Class 4 contains 2359 members 
Mstep: Class 5 contains 2706 members 
Mstep: Class 6 contains 1983 members 
Mstep: Class 7 contains 75457 members 
Mstep: Class 8 contains 11349 members 
Mstep: Class 9 contains 44418 members 
Mstep: Class 10 contains 14298 members 
Mstep: Class 11 contains 42064 members 
Mstep: Class 12 contains 47550 members 
Mstep: Class 13 contains 33886 members 
Mstep: Class 14 contains 1887 members 
Mstep: Class 15 contains 12882 members 
Mstep: Class 16 contains 31482 members 
Mstep: Class 17 contains 15256 members 
Mstep: Class 18 contains 14013 members 
Mstep: Class 19 contains 26494 members 
Mstep: Class 20 contains 1978 members 
Mstep: Class 21 contains 13424 members 
Mstep: Class 22 contains 435 members 
Mstep: Class 23 contains 26671 members 
Mstep: Class 24 contains 8338 members 
Mstep: Class 25 contains 31750 members 
Mstep: Class 26 contains 5769 members 
Mstep: Class 27 contains 31958 members 
Mstep: Class 28 contains 26548 members 
Mstep: Class 29 contains 19293 members 
Mstep: Class 30 contains 4070 members 
Mstep: Class 31 contains 18679 members 
Mstep: Class 32 contains 4842 members 
Mstep: Class 33 contains 3797 members 
Mstep: Class 34 contains 2335 members 
Mstep: Class 35 contains 5107 members 
Mstep: Class 36 contains 3381 members 
Mstep: Class 37 contains 2743 members 
Mstep: Class 38 contains 2151 members 
Mstep: Class 39 contains 1035 members 
Mstep: Class 40 contains 22179 members 
Mstep: Class 41 contains 3008 members 
Mstep: Class 42 contains 1367 members 
Mstep: Class 43 contains 12423 members 
Mstep: Class 44 contains 6405 members 
Mstep: Class 45 contains 142786 members 
Mstep: Class 46 contains 480 members 
Mstep: Class 47 contains 4127 members 
Mstep: Class 48 contains 3157 members 
Mstep: Class 49 contains 5888 members 
Mstep: Class 50 contains 3495 members 
Entering Unmasked Estep 
Score: -100300960.000000 Penalty: 110644.859375
Splitting cluster 42 changes total score from -100301176.000000 to -100300960.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 43 (12423 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12423 members 
Entering Unmasked Estep 
Score: -1437256.250000 Penalty: 1531.937134
	Iteration 0F: 2 clusters Score -1437256 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6310 members 
Mstep: Class 2 contains 6113 members 
Entering Unmasked Estep 
Score: -1428635.375000 Penalty: 3063.874268
	Iteration 0F: 3 clusters Score -1428635 nChanged 5477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6677 members 
Mstep: Class 2 contains 5746 members 
Entering Unmasked Estep 
Score: -1432101.250000 Penalty: 3063.874268
	Iteration 1F: 3 clusters Score -1432101 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6888 members 
Mstep: Class 2 contains 5535 members 
Entering Unmasked Estep 
Score: -1432806.625000 Penalty: 3063.874268
	Iteration 2F: 3 clusters Score -1432807 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7165 members 
Mstep: Class 2 contains 5258 members 
Entering Unmasked Estep 
Score: -1433431.500000 Penalty: 3063.874268
	Iteration 3F: 3 clusters Score -1433432 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7482 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -1433938.500000 Penalty: 3063.874268
	Iteration 4F: 3 clusters Score -1433938 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7835 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -1434298.875000 Penalty: 3063.874268
	Iteration 5F: 3 clusters Score -1434299 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8113 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -1434547.375000 Penalty: 3063.874268
	Iteration 6Q: 3 clusters Score -1434547 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8383 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -1434752.625000 Penalty: 3063.874268
	Iteration 7Q: 3 clusters Score -1434753 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8658 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -1434916.625000 Penalty: 3063.874268
	Iteration 8Q: 3 clusters Score -1434917 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8943 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -1435062.625000 Penalty: 3063.874268
	Iteration 9Q: 3 clusters Score -1435063 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9230 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -1435214.000000 Penalty: 3063.874268
	Iteration 10Q: 3 clusters Score -1435214 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9480 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -1435323.375000 Penalty: 3063.874268
	Iteration 11Q: 3 clusters Score -1435323 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9699 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -1435424.625000 Penalty: 3063.874268
	Iteration 12Q: 3 clusters Score -1435425 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9922 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -1435523.375000 Penalty: 3063.874268
	Iteration 13Q: 3 clusters Score -1435523 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10113 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -1435604.375000 Penalty: 3063.874268
	Iteration 14Q: 3 clusters Score -1435604 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10281 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -1435676.875000 Penalty: 3063.874268
	Iteration 15Q: 3 clusters Score -1435677 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10428 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -1435739.250000 Penalty: 3063.874268
	Iteration 16Q: 3 clusters Score -1435739 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10575 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -1435800.875000 Penalty: 3063.874268
	Iteration 17Q: 3 clusters Score -1435801 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10684 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -1435850.500000 Penalty: 3063.874268
	Iteration 18Q: 3 clusters Score -1435850 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10785 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -1435895.625000 Penalty: 3063.874268
	Iteration 19Q: 3 clusters Score -1435896 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10872 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -1435924.250000 Penalty: 3063.874268
	Iteration 20F: 3 clusters Score -1435924 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10934 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -1435948.625000 Penalty: 3063.874268
	Iteration 21Q: 3 clusters Score -1435949 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10995 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -1435981.500000 Penalty: 3063.874268
	Iteration 22Q: 3 clusters Score -1435982 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11056 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -1436020.875000 Penalty: 3063.874268
	Iteration 23Q: 3 clusters Score -1436021 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11127 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -1436080.750000 Penalty: 3063.874268
	Iteration 24Q: 3 clusters Score -1436081 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11198 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -1436138.250000 Penalty: 3063.874268
	Iteration 25Q: 3 clusters Score -1436138 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11257 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -1436183.750000 Penalty: 3063.874268
	Iteration 26Q: 3 clusters Score -1436184 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11310 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -1436218.375000 Penalty: 3063.874268
	Iteration 27Q: 3 clusters Score -1436218 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11348 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -1436248.875000 Penalty: 3063.874268
	Iteration 28Q: 3 clusters Score -1436249 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11380 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -1436279.375000 Penalty: 3063.874268
	Iteration 29Q: 3 clusters Score -1436279 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11408 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -1436306.000000 Penalty: 3063.874268
	Iteration 30Q: 3 clusters Score -1436306 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11437 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -1436329.125000 Penalty: 3063.874268
	Iteration 31Q: 3 clusters Score -1436329 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11455 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -1436350.500000 Penalty: 3063.874268
	Iteration 32Q: 3 clusters Score -1436350 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11481 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -1436372.375000 Penalty: 3063.874268
	Iteration 33Q: 3 clusters Score -1436372 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11498 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -1436385.250000 Penalty: 3063.874268
	Iteration 34Q: 3 clusters Score -1436385 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11511 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -1436392.750000 Penalty: 3063.874268
	Iteration 35Q: 3 clusters Score -1436393 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11525 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -1436407.500000 Penalty: 3063.874268
	Iteration 36Q: 3 clusters Score -1436408 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11542 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -1436419.500000 Penalty: 3063.874268
	Iteration 37Q: 3 clusters Score -1436420 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11554 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -1436426.500000 Penalty: 3063.874268
	Iteration 38Q: 3 clusters Score -1436426 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11562 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -1436436.875000 Penalty: 3063.874268
	Iteration 39Q: 3 clusters Score -1436437 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11572 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -1436447.250000 Penalty: 3063.874268
	Iteration 40F: 3 clusters Score -1436447 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11580 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -1436454.000000 Penalty: 3063.874268
	Iteration 41Q: 3 clusters Score -1436454 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11586 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -1436455.625000 Penalty: 3063.874268
	Iteration 42Q: 3 clusters Score -1436456 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11587 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -1436457.000000 Penalty: 3063.874268
	Iteration 43Q: 3 clusters Score -1436457 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11586 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -1436458.375000 Penalty: 3063.874268
	Iteration 44Q: 3 clusters Score -1436458 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11588 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -1436459.000000 Penalty: 3063.874268
	Iteration 45Q: 3 clusters Score -1436459 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11589 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -1436461.125000 Penalty: 3063.874268
	Iteration 46Q: 3 clusters Score -1436461 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11590 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -1436462.000000 Penalty: 3063.874268
	Iteration 47Q: 3 clusters Score -1436462 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11590 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -1436462.000000 Penalty: 3063.874268
	Iteration 48F: 3 clusters Score -1436462 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (6405 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6405 members 
Entering Unmasked Estep 
Score: -810820.375000 Penalty: 1424.285645
	Iteration 0F: 2 clusters Score -810820.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -805925.625000 Penalty: 2848.571289
	Iteration 0F: 3 clusters Score -805925.6 nChanged 2660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -807322.062500 Penalty: 2848.571289
	Iteration 1F: 3 clusters Score -807322.1 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -807519.000000 Penalty: 2848.571289
	Iteration 2F: 3 clusters Score -807519 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -807672.875000 Penalty: 2848.571289
	Iteration 3F: 3 clusters Score -807672.9 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -807797.687500 Penalty: 2848.571289
	Iteration 4Q: 3 clusters Score -807797.7 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -807909.187500 Penalty: 2848.571289
	Iteration 5Q: 3 clusters Score -807909.2 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -807993.687500 Penalty: 2848.571289
	Iteration 6Q: 3 clusters Score -807993.7 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -808073.625000 Penalty: 2848.571289
	Iteration 7Q: 3 clusters Score -808073.6 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -808149.437500 Penalty: 2848.571289
	Iteration 8Q: 3 clusters Score -808149.4 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -808242.562500 Penalty: 2848.571289
	Iteration 9Q: 3 clusters Score -808242.6 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -808346.875000 Penalty: 2848.571289
	Iteration 10Q: 3 clusters Score -808346.9 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -808466.062500 Penalty: 2848.571289
	Iteration 11Q: 3 clusters Score -808466.1 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -808616.687500 Penalty: 2848.571289
	Iteration 12Q: 3 clusters Score -808616.7 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -808766.312500 Penalty: 2848.571289
	Iteration 13Q: 3 clusters Score -808766.3 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -808910.687500 Penalty: 2848.571289
	Iteration 14Q: 3 clusters Score -808910.7 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -809039.000000 Penalty: 2848.571289
	Iteration 15Q: 3 clusters Score -809039 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -809172.500000 Penalty: 2848.571289
	Iteration 16Q: 3 clusters Score -809172.5 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -809288.312500 Penalty: 2848.571289
	Iteration 17Q: 3 clusters Score -809288.3 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -809376.875000 Penalty: 2848.571289
	Iteration 18Q: 3 clusters Score -809376.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -809450.687500 Penalty: 2848.571289
	Iteration 19Q: 3 clusters Score -809450.7 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -809521.125000 Penalty: 2848.571289
	Iteration 20F: 3 clusters Score -809521.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -809594.062500 Penalty: 2848.571289
	Iteration 21Q: 3 clusters Score -809594.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -809652.687500 Penalty: 2848.571289
	Iteration 22Q: 3 clusters Score -809652.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -809701.625000 Penalty: 2848.571289
	Iteration 23Q: 3 clusters Score -809701.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5207 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -809749.000000 Penalty: 2848.571289
	Iteration 24Q: 3 clusters Score -809749 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -809791.625000 Penalty: 2848.571289
	Iteration 25Q: 3 clusters Score -809791.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -809822.125000 Penalty: 2848.571289
	Iteration 26Q: 3 clusters Score -809822.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5323 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -809842.125000 Penalty: 2848.571289
	Iteration 27Q: 3 clusters Score -809842.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -809858.187500 Penalty: 2848.571289
	Iteration 28Q: 3 clusters Score -809858.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -809871.062500 Penalty: 2848.571289
	Iteration 29Q: 3 clusters Score -809871.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -809884.562500 Penalty: 2848.571289
	Iteration 30Q: 3 clusters Score -809884.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5405 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -809890.625000 Penalty: 2848.571289
	Iteration 31Q: 3 clusters Score -809890.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5416 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -809894.187500 Penalty: 2848.571289
	Iteration 32Q: 3 clusters Score -809894.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5419 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -809898.687500 Penalty: 2848.571289
	Iteration 33Q: 3 clusters Score -809898.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -809900.625000 Penalty: 2848.571289
	Iteration 34Q: 3 clusters Score -809900.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5430 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -809901.875000 Penalty: 2848.571289
	Iteration 35Q: 3 clusters Score -809901.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5434 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -809904.625000 Penalty: 2848.571289
	Iteration 36Q: 3 clusters Score -809904.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -809906.562500 Penalty: 2848.571289
	Iteration 37Q: 3 clusters Score -809906.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -809907.062500 Penalty: 2848.571289
	Iteration 38Q: 3 clusters Score -809907.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5442 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -809905.750000 Penalty: 2848.571289
	Iteration 39Q: 3 clusters Score -809905.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5442 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -809906.500000 Penalty: 2848.571289
	Iteration 40F: 3 clusters Score -809906.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (142786 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142786 members 
Entering Unmasked Estep 
Score: -18370344.000000 Penalty: 1928.729126
	Iteration 0F: 2 clusters Score -1.837034e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71215 members 
Mstep: Class 2 contains 71571 members 
Entering Unmasked Estep 
Score: -18289186.000000 Penalty: 3857.458252
	Iteration 0F: 3 clusters Score -1.828919e+07 nChanged 69099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67498 members 
Mstep: Class 2 contains 75288 members 
Entering Unmasked Estep 
Score: -18330076.000000 Penalty: 3857.458252
	Iteration 1F: 3 clusters Score -1.833008e+07 nChanged 4797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65265 members 
Mstep: Class 2 contains 77521 members 
Entering Unmasked Estep 
Score: -18331278.000000 Penalty: 3857.458252
	Iteration 2Q: 3 clusters Score -1.833128e+07 nChanged 5670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61937 members 
Mstep: Class 2 contains 80849 members 
Entering Unmasked Estep 
Score: -18333070.000000 Penalty: 3857.458252
	Iteration 3Q: 3 clusters Score -1.833307e+07 nChanged 6991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57292 members 
Mstep: Class 2 contains 85494 members 
Entering Unmasked Estep 
Score: -18335814.000000 Penalty: 3857.458252
	Iteration 4Q: 3 clusters Score -1.833581e+07 nChanged 8135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51489 members 
Mstep: Class 2 contains 91297 members 
Entering Unmasked Estep 
Score: -18339348.000000 Penalty: 3857.458252
	Iteration 5F: 3 clusters Score -1.833935e+07 nChanged 8824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45095 members 
Mstep: Class 2 contains 97691 members 
Entering Unmasked Estep 
Score: -18343554.000000 Penalty: 3857.458252
	Iteration 6F: 3 clusters Score -1.834355e+07 nChanged 8623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39212 members 
Mstep: Class 2 contains 103574 members 
Entering Unmasked Estep 
Score: -18348604.000000 Penalty: 3857.458252
	Iteration 7F: 3 clusters Score -1.83486e+07 nChanged 7701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34743 members 
Mstep: Class 2 contains 108043 members 
Entering Unmasked Estep 
Score: -18353566.000000 Penalty: 3857.458252
	Iteration 8F: 3 clusters Score -1.835357e+07 nChanged 6592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32131 members 
Mstep: Class 2 contains 110655 members 
Entering Unmasked Estep 
Score: -18358190.000000 Penalty: 3857.458252
	Iteration 9Q: 3 clusters Score -1.835819e+07 nChanged 5417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30944 members 
Mstep: Class 2 contains 111842 members 
Entering Unmasked Estep 
Score: -18361214.000000 Penalty: 3857.458252
	Iteration 10Q: 3 clusters Score -1.836121e+07 nChanged 3627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30337 members 
Mstep: Class 2 contains 112449 members 
Entering Unmasked Estep 
Score: -18362584.000000 Penalty: 3857.458252
	Iteration 11Q: 3 clusters Score -1.836258e+07 nChanged 2019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29734 members 
Mstep: Class 2 contains 113052 members 
Entering Unmasked Estep 
Score: -18363222.000000 Penalty: 3857.458252
	Iteration 12Q: 3 clusters Score -1.836322e+07 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29078 members 
Mstep: Class 2 contains 113708 members 
Entering Unmasked Estep 
Score: -18363518.000000 Penalty: 3857.458252
	Iteration 13Q: 3 clusters Score -1.836352e+07 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28394 members 
Mstep: Class 2 contains 114392 members 
Entering Unmasked Estep 
Score: -18363736.000000 Penalty: 3857.458252
	Iteration 14Q: 3 clusters Score -1.836374e+07 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27678 members 
Mstep: Class 2 contains 115108 members 
Entering Unmasked Estep 
Score: -18363976.000000 Penalty: 3857.458252
	Iteration 15Q: 3 clusters Score -1.836398e+07 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26988 members 
Mstep: Class 2 contains 115798 members 
Entering Unmasked Estep 
Score: -18364238.000000 Penalty: 3857.458252
	Iteration 16Q: 3 clusters Score -1.836424e+07 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26280 members 
Mstep: Class 2 contains 116506 members 
Entering Unmasked Estep 
Score: -18364462.000000 Penalty: 3857.458252
	Iteration 17Q: 3 clusters Score -1.836446e+07 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25575 members 
Mstep: Class 2 contains 117211 members 
Entering Unmasked Estep 
Score: -18364608.000000 Penalty: 3857.458252
	Iteration 18Q: 3 clusters Score -1.836461e+07 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24863 members 
Mstep: Class 2 contains 117923 members 
Entering Unmasked Estep 
Score: -18364694.000000 Penalty: 3857.458252
	Iteration 19Q: 3 clusters Score -1.836469e+07 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24141 members 
Mstep: Class 2 contains 118645 members 
Entering Unmasked Estep 
Score: -18364886.000000 Penalty: 3857.458252
	Iteration 20F: 3 clusters Score -1.836489e+07 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23387 members 
Mstep: Class 2 contains 119399 members 
Entering Unmasked Estep 
Score: -18365166.000000 Penalty: 3857.458252
	Iteration 21Q: 3 clusters Score -1.836517e+07 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22606 members 
Mstep: Class 2 contains 120180 members 
Entering Unmasked Estep 
Score: -18365452.000000 Penalty: 3857.458252
	Iteration 22Q: 3 clusters Score -1.836545e+07 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21762 members 
Mstep: Class 2 contains 121024 members 
Entering Unmasked Estep 
Score: -18365774.000000 Penalty: 3857.458252
	Iteration 23Q: 3 clusters Score -1.836577e+07 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20837 members 
Mstep: Class 2 contains 121949 members 
Entering Unmasked Estep 
Score: -18365970.000000 Penalty: 3857.458252
	Iteration 24Q: 3 clusters Score -1.836597e+07 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19867 members 
Mstep: Class 2 contains 122919 members 
Entering Unmasked Estep 
Score: -18366046.000000 Penalty: 3857.458252
	Iteration 25Q: 3 clusters Score -1.836605e+07 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18859 members 
Mstep: Class 2 contains 123927 members 
Entering Unmasked Estep 
Score: -18366286.000000 Penalty: 3857.458252
	Iteration 26Q: 3 clusters Score -1.836629e+07 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17832 members 
Mstep: Class 2 contains 124954 members 
Entering Unmasked Estep 
Score: -18366456.000000 Penalty: 3857.458252
	Iteration 27Q: 3 clusters Score -1.836646e+07 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16742 members 
Mstep: Class 2 contains 126044 members 
Entering Unmasked Estep 
Score: -18366578.000000 Penalty: 3857.458252
	Iteration 28Q: 3 clusters Score -1.836658e+07 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15656 members 
Mstep: Class 2 contains 127130 members 
Entering Unmasked Estep 
Score: -18366554.000000 Penalty: 3857.458252
	Iteration 29Q: 3 clusters Score -1.836655e+07 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14527 members 
Mstep: Class 2 contains 128259 members 
Entering Unmasked Estep 
Score: -18366708.000000 Penalty: 3857.458252
	Iteration 30Q: 3 clusters Score -1.836671e+07 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13402 members 
Mstep: Class 2 contains 129384 members 
Entering Unmasked Estep 
Score: -18366806.000000 Penalty: 3857.458252
	Iteration 31Q: 3 clusters Score -1.836681e+07 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12274 members 
Mstep: Class 2 contains 130512 members 
Entering Unmasked Estep 
Score: -18366870.000000 Penalty: 3857.458252
	Iteration 32Q: 3 clusters Score -1.836687e+07 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11150 members 
Mstep: Class 2 contains 131636 members 
Entering Unmasked Estep 
Score: -18366918.000000 Penalty: 3857.458252
	Iteration 33Q: 3 clusters Score -1.836692e+07 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10096 members 
Mstep: Class 2 contains 132690 members 
Entering Unmasked Estep 
Score: -18367024.000000 Penalty: 3857.458252
	Iteration 34Q: 3 clusters Score -1.836702e+07 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9053 members 
Mstep: Class 2 contains 133733 members 
Entering Unmasked Estep 
Score: -18367138.000000 Penalty: 3857.458252
	Iteration 35Q: 3 clusters Score -1.836714e+07 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8122 members 
Mstep: Class 2 contains 134664 members 
Entering Unmasked Estep 
Score: -18367276.000000 Penalty: 3857.458252
	Iteration 36Q: 3 clusters Score -1.836728e+07 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7234 members 
Mstep: Class 2 contains 135552 members 
Entering Unmasked Estep 
Score: -18367314.000000 Penalty: 3857.458252
	Iteration 37Q: 3 clusters Score -1.836731e+07 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6459 members 
Mstep: Class 2 contains 136327 members 
Entering Unmasked Estep 
Score: -18367452.000000 Penalty: 3857.458252
	Iteration 38Q: 3 clusters Score -1.836745e+07 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5779 members 
Mstep: Class 2 contains 137007 members 
Entering Unmasked Estep 
Score: -18367544.000000 Penalty: 3857.458252
	Iteration 39Q: 3 clusters Score -1.836754e+07 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5129 members 
Mstep: Class 2 contains 137657 members 
Entering Unmasked Estep 
Score: -18367676.000000 Penalty: 3857.458252
	Iteration 40F: 3 clusters Score -1.836768e+07 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 138278 members 
Entering Unmasked Estep 
Score: -18367802.000000 Penalty: 3857.458252
	Iteration 41Q: 3 clusters Score -1.83678e+07 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 138823 members 
Entering Unmasked Estep 
Score: -18367928.000000 Penalty: 3857.458252
	Iteration 42Q: 3 clusters Score -1.836793e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 139295 members 
Entering Unmasked Estep 
Score: -18368108.000000 Penalty: 3857.458252
	Iteration 43Q: 3 clusters Score -1.836811e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 139729 members 
Entering Unmasked Estep 
Score: -18368124.000000 Penalty: 3857.458252
	Iteration 44Q: 3 clusters Score -1.836812e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 140105 members 
Entering Unmasked Estep 
Score: -18368176.000000 Penalty: 3857.458252
	Iteration 45Q: 3 clusters Score -1.836818e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 140441 members 
Entering Unmasked Estep 
Score: -18368246.000000 Penalty: 3857.458252
	Iteration 46Q: 3 clusters Score -1.836825e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 140728 members 
Entering Unmasked Estep 
Score: -18368308.000000 Penalty: 3857.458252
	Iteration 47Q: 3 clusters Score -1.836831e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 140989 members 
Entering Unmasked Estep 
Score: -18368324.000000 Penalty: 3857.458252
	Iteration 48Q: 3 clusters Score -1.836832e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 141221 members 
Entering Unmasked Estep 
Score: -18368362.000000 Penalty: 3857.458252
	Iteration 49Q: 3 clusters Score -1.836836e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 141403 members 
Entering Unmasked Estep 
Score: -18368444.000000 Penalty: 3857.458252
	Iteration 50Q: 3 clusters Score -1.836844e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 141544 members 
Entering Unmasked Estep 
Score: -18368440.000000 Penalty: 3857.458252
	Iteration 51Q: 3 clusters Score -1.836844e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 141667 members 
Entering Unmasked Estep 
Score: -18368458.000000 Penalty: 3857.458252
	Iteration 52Q: 3 clusters Score -1.836846e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 141770 members 
Entering Unmasked Estep 
Score: -18368498.000000 Penalty: 3857.458252
	Iteration 53Q: 3 clusters Score -1.83685e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 141854 members 
Entering Unmasked Estep 
Score: -18368532.000000 Penalty: 3857.458252
	Iteration 54Q: 3 clusters Score -1.836853e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 141939 members 
Entering Unmasked Estep 
Score: -18368564.000000 Penalty: 3857.458252
	Iteration 55Q: 3 clusters Score -1.836856e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 141999 members 
Entering Unmasked Estep 
Score: -18368576.000000 Penalty: 3857.458252
	Iteration 56Q: 3 clusters Score -1.836858e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 142048 members 
Entering Unmasked Estep 
Score: -18368608.000000 Penalty: 3857.458252
	Iteration 57Q: 3 clusters Score -1.836861e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 142086 members 
Entering Unmasked Estep 
Score: -18368638.000000 Penalty: 3857.458252
	Iteration 58Q: 3 clusters Score -1.836864e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 142127 members 
Entering Unmasked Estep 
Score: -18368640.000000 Penalty: 3857.458252
	Iteration 59Q: 3 clusters Score -1.836864e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 142156 members 
Entering Unmasked Estep 
Score: -18368636.000000 Penalty: 3857.458252
	Iteration 60F: 3 clusters Score -1.836864e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 142181 members 
Entering Unmasked Estep 
Score: -18368668.000000 Penalty: 3857.458252
	Iteration 61Q: 3 clusters Score -1.836867e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 142200 members 
Entering Unmasked Estep 
Score: -18368672.000000 Penalty: 3857.458252
	Iteration 62Q: 3 clusters Score -1.836867e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 142214 members 
Entering Unmasked Estep 
Score: -18368680.000000 Penalty: 3857.458252
	Iteration 63Q: 3 clusters Score -1.836868e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 142226 members 
Entering Unmasked Estep 
Score: -18368700.000000 Penalty: 3857.458252
	Iteration 64Q: 3 clusters Score -1.83687e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 142236 members 
Entering Unmasked Estep 
Score: -18368718.000000 Penalty: 3857.458252
	Iteration 65Q: 3 clusters Score -1.836872e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 142243 members 
Entering Unmasked Estep 
Score: -18368720.000000 Penalty: 3857.458252
	Iteration 66Q: 3 clusters Score -1.836872e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 142247 members 
Entering Unmasked Estep 
Score: -18368726.000000 Penalty: 3857.458252
	Iteration 67Q: 3 clusters Score -1.836873e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 142253 members 
Entering Unmasked Estep 
Score: -18368722.000000 Penalty: 3857.458252
	Iteration 68Q: 3 clusters Score -1.836872e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 142256 members 
Entering Unmasked Estep 
Score: -18368730.000000 Penalty: 3857.458252
	Iteration 69Q: 3 clusters Score -1.836873e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 142258 members 
Entering Unmasked Estep 
Score: -18368734.000000 Penalty: 3857.458252
	Iteration 70Q: 3 clusters Score -1.836873e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 142262 members 
Entering Unmasked Estep 
Score: -18368746.000000 Penalty: 3857.458252
	Iteration 71Q: 3 clusters Score -1.836875e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 142268 members 
Entering Unmasked Estep 
Score: -18368762.000000 Penalty: 3857.458252
	Iteration 72Q: 3 clusters Score -1.836876e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 142272 members 
Entering Unmasked Estep 
Score: -18368774.000000 Penalty: 3857.458252
	Iteration 73Q: 3 clusters Score -1.836877e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 142274 members 
Entering Unmasked Estep 
Score: -18368776.000000 Penalty: 3857.458252
	Iteration 74Q: 3 clusters Score -1.836878e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 142279 members 
Entering Unmasked Estep 
Score: -18368786.000000 Penalty: 3857.458252
	Iteration 75Q: 3 clusters Score -1.836879e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 142282 members 
Entering Unmasked Estep 
Score: -18368784.000000 Penalty: 3857.458252
	Iteration 76Q: 3 clusters Score -1.836878e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 142283 members 
Entering Unmasked Estep 
Score: -18368784.000000 Penalty: 3857.458252
	Iteration 77Q: 3 clusters Score -1.836878e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 142287 members 
Entering Unmasked Estep 
Score: -18368788.000000 Penalty: 3857.458252
	Iteration 78Q: 3 clusters Score -1.836879e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 142288 members 
Entering Unmasked Estep 
Score: -18368802.000000 Penalty: 3857.458252
	Iteration 79Q: 3 clusters Score -1.83688e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 142288 members 
Entering Unmasked Estep 
Score: -18368796.000000 Penalty: 3857.458252
	Iteration 80F: 3 clusters Score -1.83688e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 142289 members 
Entering Unmasked Estep 
Score: -18368800.000000 Penalty: 3857.458252
	Iteration 81Q: 3 clusters Score -1.83688e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 142290 members 
Entering Unmasked Estep 
Score: -18368798.000000 Penalty: 3857.458252
	Iteration 82Q: 3 clusters Score -1.83688e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 142290 members 
Entering Unmasked Estep 
Score: -18368802.000000 Penalty: 3857.458252
	Iteration 83Q: 3 clusters Score -1.83688e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 142289 members 
Entering Unmasked Estep 
Score: -18368794.000000 Penalty: 3857.458252
	Iteration 84Q: 3 clusters Score -1.836879e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 142289 members 
Entering Unmasked Estep 
Score: -18368794.000000 Penalty: 3857.458252
	Iteration 85F: 3 clusters Score -1.836879e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (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: -60599.109375 Penalty: 1003.240234
	Iteration 0F: 2 clusters Score -60599.11 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 237 members 
Entering Unmasked Estep 
Score: -59510.054688 Penalty: 2006.480469
	Iteration 0F: 3 clusters Score -59510.05 nChanged 95
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: -59630.050781 Penalty: 2006.480469
	Iteration 1F: 3 clusters Score -59630.05 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -59669.011719 Penalty: 2006.480469
	Iteration 2Q: 3 clusters Score -59669.01 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -59696.589844 Penalty: 2006.480469
	Iteration 3Q: 3 clusters Score -59696.59 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -59712.082031 Penalty: 2006.480469
	Iteration 4Q: 3 clusters Score -59712.08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -59718.753906 Penalty: 2006.480469
	Iteration 5Q: 3 clusters Score -59718.75 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -59724.390625 Penalty: 2006.480469
	Iteration 6Q: 3 clusters Score -59724.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -59726.789062 Penalty: 2006.480469
	Iteration 7Q: 3 clusters Score -59726.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -59728.671875 Penalty: 2006.480469
	Iteration 8Q: 3 clusters Score -59728.67 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -59732.187500 Penalty: 2006.480469
	Iteration 9Q: 3 clusters Score -59732.19 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -59738.835938 Penalty: 2006.480469
	Iteration 10Q: 3 clusters Score -59738.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -59739.492188 Penalty: 2006.480469
	Iteration 11Q: 3 clusters Score -59739.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -59739.492188 Penalty: 2006.480469
	Iteration 12F: 3 clusters Score -59739.49 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (4127 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Entering Unmasked Estep 
Score: -431024.125000 Penalty: 1352.862183
	Iteration 0F: 2 clusters Score -431024.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -427723.312500 Penalty: 2705.724365
	Iteration 0F: 3 clusters Score -427723.3 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -429083.406250 Penalty: 2705.724365
	Iteration 1F: 3 clusters Score -429083.4 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -429527.093750 Penalty: 2705.724365
	Iteration 2F: 3 clusters Score -429527.1 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -429799.562500 Penalty: 2705.724365
	Iteration 3F: 3 clusters Score -429799.6 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -429972.687500 Penalty: 2705.724365
	Iteration 4F: 3 clusters Score -429972.7 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -430079.593750 Penalty: 2705.724365
	Iteration 5Q: 3 clusters Score -430079.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -430149.812500 Penalty: 2705.724365
	Iteration 6Q: 3 clusters Score -430149.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -430206.156250 Penalty: 2705.724365
	Iteration 7Q: 3 clusters Score -430206.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -430256.406250 Penalty: 2705.724365
	Iteration 8Q: 3 clusters Score -430256.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -430312.906250 Penalty: 2705.724365
	Iteration 9Q: 3 clusters Score -430312.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -430355.531250 Penalty: 2705.724365
	Iteration 10Q: 3 clusters Score -430355.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -430388.968750 Penalty: 2705.724365
	Iteration 11Q: 3 clusters Score -430389 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -430412.468750 Penalty: 2705.724365
	Iteration 12Q: 3 clusters Score -430412.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -430430.156250 Penalty: 2705.724365
	Iteration 13Q: 3 clusters Score -430430.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -430445.406250 Penalty: 2705.724365
	Iteration 14Q: 3 clusters Score -430445.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -430462.031250 Penalty: 2705.724365
	Iteration 15Q: 3 clusters Score -430462 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -430473.562500 Penalty: 2705.724365
	Iteration 16Q: 3 clusters Score -430473.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -430483.031250 Penalty: 2705.724365
	Iteration 17Q: 3 clusters Score -430483 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -430490.750000 Penalty: 2705.724365
	Iteration 18Q: 3 clusters Score -430490.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -430497.437500 Penalty: 2705.724365
	Iteration 19Q: 3 clusters Score -430497.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -430505.843750 Penalty: 2705.724365
	Iteration 20F: 3 clusters Score -430505.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -430513.218750 Penalty: 2705.724365
	Iteration 21Q: 3 clusters Score -430513.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -430521.906250 Penalty: 2705.724365
	Iteration 22Q: 3 clusters Score -430521.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -430530.656250 Penalty: 2705.724365
	Iteration 23Q: 3 clusters Score -430530.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -430536.281250 Penalty: 2705.724365
	Iteration 24Q: 3 clusters Score -430536.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -430544.250000 Penalty: 2705.724365
	Iteration 25Q: 3 clusters Score -430544.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -430549.125000 Penalty: 2705.724365
	Iteration 26Q: 3 clusters Score -430549.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -430551.250000 Penalty: 2705.724365
	Iteration 27Q: 3 clusters Score -430551.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -430553.437500 Penalty: 2705.724365
	Iteration 28Q: 3 clusters Score -430553.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -430555.656250 Penalty: 2705.724365
	Iteration 29Q: 3 clusters Score -430555.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -430555.593750 Penalty: 2705.724365
	Iteration 30Q: 3 clusters Score -430555.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -430555.593750 Penalty: 2705.724365
	Iteration 31F: 3 clusters Score -430555.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 6776 members 
Mstep: Class 2 contains 2797 members 
Mstep: Class 3 contains 13299 members 
Mstep: Class 4 contains 2359 members 
Mstep: Class 5 contains 2706 members 
Mstep: Class 6 contains 1983 members 
Mstep: Class 7 contains 75457 members 
Mstep: Class 8 contains 11349 members 
Mstep: Class 9 contains 44418 members 
Mstep: Class 10 contains 14298 members 
Mstep: Class 11 contains 42064 members 
Mstep: Class 12 contains 47550 members 
Mstep: Class 13 contains 33886 members 
Mstep: Class 14 contains 1887 members 
Mstep: Class 15 contains 12882 members 
Mstep: Class 16 contains 31482 members 
Mstep: Class 17 contains 15256 members 
Mstep: Class 18 contains 14013 members 
Mstep: Class 19 contains 26494 members 
Mstep: Class 20 contains 1978 members 
Mstep: Class 21 contains 13424 members 
Mstep: Class 22 contains 435 members 
Mstep: Class 23 contains 26671 members 
Mstep: Class 24 contains 8338 members 
Mstep: Class 25 contains 31750 members 
Mstep: Class 26 contains 5769 members 
Mstep: Class 27 contains 31958 members 
Mstep: Class 28 contains 26548 members 
Mstep: Class 29 contains 19293 members 
Mstep: Class 30 contains 4070 members 
Mstep: Class 31 contains 18679 members 
Mstep: Class 32 contains 4842 members 
Mstep: Class 33 contains 3797 members 
Mstep: Class 34 contains 2335 members 
Mstep: Class 35 contains 5107 members 
Mstep: Class 36 contains 3381 members 
Mstep: Class 37 contains 2743 members 
Mstep: Class 38 contains 2151 members 
Mstep: Class 39 contains 1035 members 
Mstep: Class 40 contains 22179 members 
Mstep: Class 41 contains 3008 members 
Mstep: Class 42 contains 4862 members 
Mstep: Class 43 contains 12423 members 
Mstep: Class 44 contains 6405 members 
Mstep: Class 45 contains 142786 members 
Mstep: Class 46 contains 480 members 
Mstep: Class 47 contains 4127 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100302744.000000 Penalty: 108431.960938
Iteration 119Q: 50 clusters Score -1.003027e+08 nChanged 4225
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 6784 members 
Mstep: Class 2 contains 2805 members 
Mstep: Class 3 contains 13309 members 
Mstep: Class 4 contains 2359 members 
Mstep: Class 5 contains 2707 members 
Mstep: Class 6 contains 1985 members 
Mstep: Class 7 contains 75548 members 
Mstep: Class 8 contains 11328 members 
Mstep: Class 9 contains 44474 members 
Mstep: Class 10 contains 14298 members 
Mstep: Class 11 contains 42064 members 
Mstep: Class 12 contains 47461 members 
Mstep: Class 13 contains 33769 members 
Mstep: Class 14 contains 1982 members 
Mstep: Class 15 contains 12875 members 
Mstep: Class 16 contains 31241 members 
Mstep: Class 17 contains 15251 members 
Mstep: Class 18 contains 14011 members 
Mstep: Class 19 contains 26429 members 
Mstep: Class 20 contains 1977 members 
Mstep: Class 21 contains 13427 members 
Mstep: Class 22 contains 435 members 
Mstep: Class 23 contains 26785 members 
Mstep: Class 24 contains 8438 members 
Mstep: Class 25 contains 31885 members 
Mstep: Class 26 contains 5796 members 
Mstep: Class 27 contains 31953 members 
Mstep: Class 28 contains 26538 members 
Mstep: Class 29 contains 19310 members 
Mstep: Class 30 contains 4074 members 
Mstep: Class 31 contains 18601 members 
Mstep: Class 32 contains 4836 members 
Mstep: Class 33 contains 3806 members 
Mstep: Class 34 contains 2335 members 
Mstep: Class 35 contains 5120 members 
Mstep: Class 36 contains 3401 members 
Mstep: Class 37 contains 2739 members 
Mstep: Class 38 contains 2154 members 
Mstep: Class 39 contains 1036 members 
Mstep: Class 40 contains 22174 members 
Mstep: Class 41 contains 3013 members 
Mstep: Class 42 contains 4857 members 
Mstep: Class 43 contains 12534 members 
Mstep: Class 44 contains 6324 members 
Mstep: Class 45 contains 142789 members 
Mstep: Class 46 contains 480 members 
Mstep: Class 47 contains 4130 members 
Mstep: Class 48 contains 3077 members 
Mstep: Class 49 contains 5871 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100303424.000000 Penalty: 108431.960938
Iteration 120F: 50 clusters Score -1.003034e+08 nChanged 2880
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 6803 members 
Mstep: Class 2 contains 2818 members 
Mstep: Class 3 contains 13306 members 
Mstep: Class 4 contains 2365 members 
Mstep: Class 5 contains 2708 members 
Mstep: Class 6 contains 1992 members 
Mstep: Class 7 contains 75591 members 
Mstep: Class 8 contains 11319 members 
Mstep: Class 9 contains 44536 members 
Mstep: Class 10 contains 14297 members 
Mstep: Class 11 contains 42061 members 
Mstep: Class 12 contains 47405 members 
Mstep: Class 13 contains 33642 members 
Mstep: Class 14 contains 2049 members 
Mstep: Class 15 contains 12865 members 
Mstep: Class 16 contains 31023 members 
Mstep: Class 17 contains 15246 members 
Mstep: Class 18 contains 14000 members 
Mstep: Class 19 contains 26368 members 
Mstep: Class 20 contains 1977 members 
Mstep: Class 21 contains 13398 members 
Mstep: Class 22 contains 435 members 
Mstep: Class 23 contains 26884 members 
Mstep: Class 24 contains 8420 members 
Mstep: Class 25 contains 32000 members 
Mstep: Class 26 contains 5824 members 
Mstep: Class 27 contains 31626 members 
Mstep: Class 28 contains 26539 members 
Mstep: Class 29 contains 19271 members 
Mstep: Class 30 contains 4075 members 
Mstep: Class 31 contains 18527 members 
Mstep: Class 32 contains 4832 members 
Mstep: Class 33 contains 3822 members 
Mstep: Class 34 contains 2329 members 
Mstep: Class 35 contains 5131 members 
Mstep: Class 36 contains 3423 members 
Mstep: Class 37 contains 2735 members 
Mstep: Class 38 contains 2155 members 
Mstep: Class 39 contains 1036 members 
Mstep: Class 40 contains 22171 members 
Mstep: Class 41 contains 3025 members 
Mstep: Class 42 contains 4855 members 
Mstep: Class 43 contains 12527 members 
Mstep: Class 44 contains 6248 members 
Mstep: Class 45 contains 142813 members 
Mstep: Class 46 contains 480 members 
Mstep: Class 47 contains 4149 members 
Mstep: Class 48 contains 3119 members 
Mstep: Class 49 contains 6355 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100304016.000000 Penalty: 108431.960938
Iteration 121Q: 50 clusters Score -1.00304e+08 nChanged 2273
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 6832 members 
Mstep: Class 2 contains 2822 members 
Mstep: Class 3 contains 13322 members 
Mstep: Class 4 contains 2369 members 
Mstep: Class 5 contains 2713 members 
Mstep: Class 6 contains 2000 members 
Mstep: Class 7 contains 75627 members 
Mstep: Class 8 contains 11317 members 
Mstep: Class 9 contains 44578 members 
Mstep: Class 10 contains 14298 members 
Mstep: Class 11 contains 42063 members 
Mstep: Class 12 contains 47352 members 
Mstep: Class 13 contains 33514 members 
Mstep: Class 14 contains 2114 members 
Mstep: Class 15 contains 12859 members 
Mstep: Class 16 contains 30839 members 
Mstep: Class 17 contains 15240 members 
Mstep: Class 18 contains 13993 members 
Mstep: Class 19 contains 26324 members 
Mstep: Class 20 contains 1977 members 
Mstep: Class 21 contains 13389 members 
Mstep: Class 22 contains 435 members 
Mstep: Class 23 contains 26974 members 
Mstep: Class 24 contains 8417 members 
Mstep: Class 25 contains 32134 members 
Mstep: Class 26 contains 5847 members 
Mstep: Class 27 contains 31347 members 
Mstep: Class 28 contains 26524 members 
Mstep: Class 29 contains 19245 members 
Mstep: Class 30 contains 4076 members 
Mstep: Class 31 contains 18456 members 
Mstep: Class 32 contains 4831 members 
Mstep: Class 33 contains 3835 members 
Mstep: Class 34 contains 2327 members 
Mstep: Class 35 contains 5144 members 
Mstep: Class 36 contains 3432 members 
Mstep: Class 37 contains 2734 members 
Mstep: Class 38 contains 2156 members 
Mstep: Class 39 contains 1039 members 
Mstep: Class 40 contains 22166 members 
Mstep: Class 41 contains 3033 members 
Mstep: Class 42 contains 4856 members 
Mstep: Class 43 contains 12534 members 
Mstep: Class 44 contains 6171 members 
Mstep: Class 45 contains 142835 members 
Mstep: Class 46 contains 480 members 
Mstep: Class 47 contains 4147 members 
Mstep: Class 48 contains 3138 members 
Mstep: Class 49 contains 6720 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100304048.000000 Penalty: 108431.960938
Iteration 122Q: 50 clusters Score -1.00304e+08 nChanged 1988
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 6862 members 
Mstep: Class 2 contains 2828 members 
Mstep: Class 3 contains 13326 members 
Mstep: Class 4 contains 2371 members 
Mstep: Class 5 contains 2713 members 
Mstep: Class 6 contains 2003 members 
Mstep: Class 7 contains 75647 members 
Mstep: Class 8 contains 11314 members 
Mstep: Class 9 contains 44628 members 
Mstep: Class 10 contains 14298 members 
Mstep: Class 11 contains 42081 members 
Mstep: Class 12 contains 47309 members 
Mstep: Class 13 contains 33395 members 
Mstep: Class 14 contains 2166 members 
Mstep: Class 15 contains 12849 members 
Mstep: Class 16 contains 30705 members 
Mstep: Class 17 contains 15234 members 
Mstep: Class 18 contains 13988 members 
Mstep: Class 19 contains 26288 members 
Mstep: Class 20 contains 1977 members 
Mstep: Class 21 contains 13384 members 
Mstep: Class 22 contains 435 members 
Mstep: Class 23 contains 27039 members 
Mstep: Class 24 contains 8420 members 
Mstep: Class 25 contains 32246 members 
Mstep: Class 26 contains 5876 members 
Mstep: Class 27 contains 31057 members 
Mstep: Class 28 contains 26512 members 
Mstep: Class 29 contains 19216 members 
Mstep: Class 30 contains 4071 members 
Mstep: Class 31 contains 18398 members 
Mstep: Class 32 contains 4829 members 
Mstep: Class 33 contains 3849 members 
Mstep: Class 34 contains 2326 members 
Mstep: Class 35 contains 5154 members 
Mstep: Class 36 contains 3429 members 
Mstep: Class 37 contains 2735 members 
Mstep: Class 38 contains 2151 members 
Mstep: Class 39 contains 1039 members 
Mstep: Class 40 contains 22161 members 
Mstep: Class 41 contains 3040 members 
Mstep: Class 42 contains 4854 members 
Mstep: Class 43 contains 12558 members 
Mstep: Class 44 contains 6110 members 
Mstep: Class 45 contains 142851 members 
Mstep: Class 46 contains 480 members 
Mstep: Class 47 contains 4143 members 
Mstep: Class 48 contains 3145 members 
Mstep: Class 49 contains 7085 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100304584.000000 Penalty: 108431.960938
Iteration 123Q: 50 clusters Score -1.003046e+08 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 6888 members 
Mstep: Class 2 contains 2833 members 
Mstep: Class 3 contains 13340 members 
Mstep: Class 4 contains 2373 members 
Mstep: Class 5 contains 2712 members 
Mstep: Class 6 contains 2005 members 
Mstep: Class 7 contains 75646 members 
Mstep: Class 8 contains 11310 members 
Mstep: Class 9 contains 44671 members 
Mstep: Class 10 contains 14296 members 
Mstep: Class 11 contains 42096 members 
Mstep: Class 12 contains 47283 members 
Mstep: Class 13 contains 33299 members 
Mstep: Class 14 contains 2222 members 
Mstep: Class 15 contains 12830 members 
Mstep: Class 16 contains 30574 members 
Mstep: Class 17 contains 15231 members 
Mstep: Class 18 contains 13983 members 
Mstep: Class 19 contains 26255 members 
Mstep: Class 20 contains 1976 members 
Mstep: Class 21 contains 13379 members 
Mstep: Class 22 contains 435 members 
Mstep: Class 23 contains 27109 members 
Mstep: Class 24 contains 8417 members 
Mstep: Class 25 contains 32360 members 
Mstep: Class 26 contains 5898 members 
Mstep: Class 27 contains 30773 members 
Mstep: Class 28 contains 26495 members 
Mstep: Class 29 contains 19190 members 
Mstep: Class 30 contains 4069 members 
Mstep: Class 31 contains 18346 members 
Mstep: Class 32 contains 4827 members 
Mstep: Class 33 contains 3881 members 
Mstep: Class 34 contains 2327 members 
Mstep: Class 35 contains 5166 members 
Mstep: Class 36 contains 3433 members 
Mstep: Class 37 contains 2735 members 
Mstep: Class 38 contains 2149 members 
Mstep: Class 39 contains 1039 members 
Mstep: Class 40 contains 22158 members 
Mstep: Class 41 contains 3041 members 
Mstep: Class 42 contains 4856 members 
Mstep: Class 43 contains 12556 members 
Mstep: Class 44 contains 6065 members 
Mstep: Class 45 contains 142847 members 
Mstep: Class 46 contains 480 members 
Mstep: Class 47 contains 4145 members 
Mstep: Class 48 contains 3149 members 
Mstep: Class 49 contains 7427 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100304992.000000 Penalty: 108431.960938
Iteration 124Q: 50 clusters Score -1.00305e+08 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 6901 members 
Mstep: Class 2 contains 2836 members 
Mstep: Class 3 contains 13338 members 
Mstep: Class 4 contains 2377 members 
Mstep: Class 5 contains 2717 members 
Mstep: Class 6 contains 2005 members 
Mstep: Class 7 contains 75656 members 
Mstep: Class 8 contains 11317 members 
Mstep: Class 9 contains 44717 members 
Mstep: Class 10 contains 14291 members 
Mstep: Class 11 contains 42117 members 
Mstep: Class 12 contains 47256 members 
Mstep: Class 13 contains 33200 members 
Mstep: Class 14 contains 2272 members 
Mstep: Class 15 contains 12817 members 
Mstep: Class 16 contains 30453 members 
Mstep: Class 17 contains 15228 members 
Mstep: Class 18 contains 13979 members 
Mstep: Class 19 contains 26230 members 
Mstep: Class 20 contains 1975 members 
Mstep: Class 21 contains 13377 members 
Mstep: Class 22 contains 435 members 
Mstep: Class 23 contains 27179 members 
Mstep: Class 24 contains 8417 members 
Mstep: Class 25 contains 32456 members 
Mstep: Class 26 contains 5930 members 
Mstep: Class 27 contains 30479 members 
Mstep: Class 28 contains 26470 members 
Mstep: Class 29 contains 19157 members 
Mstep: Class 30 contains 4071 members 
Mstep: Class 31 contains 18305 members 
Mstep: Class 32 contains 4826 members 
Mstep: Class 33 contains 3901 members 
Mstep: Class 34 contains 2328 members 
Mstep: Class 35 contains 5174 members 
Mstep: Class 36 contains 3435 members 
Mstep: Class 37 contains 2734 members 
Mstep: Class 38 contains 2150 members 
Mstep: Class 39 contains 1040 members 
Mstep: Class 40 contains 22152 members 
Mstep: Class 41 contains 3043 members 
Mstep: Class 42 contains 4858 members 
Mstep: Class 43 contains 12567 members 
Mstep: Class 44 contains 6019 members 
Mstep: Class 45 contains 142858 members 
Mstep: Class 46 contains 480 members 
Mstep: Class 47 contains 4141 members 
Mstep: Class 48 contains 3152 members 
Mstep: Class 49 contains 7759 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100305224.000000 Penalty: 108431.960938
Iteration 125Q: 50 clusters Score -1.003052e+08 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 6927 members 
Mstep: Class 2 contains 2840 members 
Mstep: Class 3 contains 13333 members 
Mstep: Class 4 contains 2379 members 
Mstep: Class 5 contains 2719 members 
Mstep: Class 6 contains 2006 members 
Mstep: Class 7 contains 75647 members 
Mstep: Class 8 contains 11307 members 
Mstep: Class 9 contains 44746 members 
Mstep: Class 10 contains 14286 members 
Mstep: Class 11 contains 42124 members 
Mstep: Class 12 contains 47235 members 
Mstep: Class 13 contains 33113 members 
Mstep: Class 14 contains 2327 members 
Mstep: Class 15 contains 12805 members 
Mstep: Class 16 contains 30345 members 
Mstep: Class 17 contains 15229 members 
Mstep: Class 18 contains 13979 members 
Mstep: Class 19 contains 26207 members 
Mstep: Class 20 contains 1975 members 
Mstep: Class 21 contains 13378 members 
Mstep: Class 22 contains 435 members 
Mstep: Class 23 contains 27235 members 
Mstep: Class 24 contains 8413 members 
Mstep: Class 25 contains 32565 members 
Mstep: Class 26 contains 5953 members 
Mstep: Class 27 contains 30180 members 
Mstep: Class 28 contains 26441 members 
Mstep: Class 29 contains 19123 members 
Mstep: Class 30 contains 4072 members 
Mstep: Class 31 contains 18280 members 
Mstep: Class 32 contains 4824 members 
Mstep: Class 33 contains 3907 members 
Mstep: Class 34 contains 2328 members 
Mstep: Class 35 contains 5179 members 
Mstep: Class 36 contains 3450 members 
Mstep: Class 37 contains 2733 members 
Mstep: Class 38 contains 2152 members 
Mstep: Class 39 contains 1040 members 
Mstep: Class 40 contains 22153 members 
Mstep: Class 41 contains 3044 members 
Mstep: Class 42 contains 4858 members 
Mstep: Class 43 contains 12586 members 
Mstep: Class 44 contains 5970 members 
Mstep: Class 45 contains 142867 members 
Mstep: Class 46 contains 480 members 
Mstep: Class 47 contains 4140 members 
Mstep: Class 48 contains 3152 members 
Mstep: Class 49 contains 8108 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100305368.000000 Penalty: 108431.960938
Iteration 126Q: 50 clusters Score -1.003054e+08 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 6952 members 
Mstep: Class 2 contains 2845 members 
Mstep: Class 3 contains 13347 members 
Mstep: Class 4 contains 2381 members 
Mstep: Class 5 contains 2720 members 
Mstep: Class 6 contains 2007 members 
Mstep: Class 7 contains 75658 members 
Mstep: Class 8 contains 11288 members 
Mstep: Class 9 contains 44762 members 
Mstep: Class 10 contains 14276 members 
Mstep: Class 11 contains 42130 members 
Mstep: Class 12 contains 47216 members 
Mstep: Class 13 contains 33047 members 
Mstep: Class 14 contains 2399 members 
Mstep: Class 15 contains 12792 members 
Mstep: Class 16 contains 30273 members 
Mstep: Class 17 contains 15225 members 
Mstep: Class 18 contains 13976 members 
Mstep: Class 19 contains 26172 members 
Mstep: Class 20 contains 1974 members 
Mstep: Class 21 contains 13377 members 
Mstep: Class 22 contains 435 members 
Mstep: Class 23 contains 27274 members 
Mstep: Class 24 contains 8415 members 
Mstep: Class 25 contains 32651 members 
Mstep: Class 26 contains 5970 members 
Mstep: Class 27 contains 29843 members 
Mstep: Class 28 contains 26418 members 
Mstep: Class 29 contains 19111 members 
Mstep: Class 30 contains 4070 members 
Mstep: Class 31 contains 18252 members 
Mstep: Class 32 contains 4823 members 
Mstep: Class 33 contains 3926 members 
Mstep: Class 34 contains 2330 members 
Mstep: Class 35 contains 5186 members 
Mstep: Class 36 contains 3465 members 
Mstep: Class 37 contains 2736 members 
Mstep: Class 38 contains 2152 members 
Mstep: Class 39 contains 1040 members 
Mstep: Class 40 contains 22152 members 
Mstep: Class 41 contains 3045 members 
Mstep: Class 42 contains 4855 members 
Mstep: Class 43 contains 12605 members 
Mstep: Class 44 contains 5899 members 
Mstep: Class 45 contains 142870 members 
Mstep: Class 46 contains 480 members 
Mstep: Class 47 contains 4147 members 
Mstep: Class 48 contains 3150 members 
Mstep: Class 49 contains 8458 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100305712.000000 Penalty: 108431.960938
Iteration 127Q: 50 clusters Score -1.003057e+08 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 6980 members 
Mstep: Class 2 contains 2852 members 
Mstep: Class 3 contains 13353 members 
Mstep: Class 4 contains 2379 members 
Mstep: Class 5 contains 2720 members 
Mstep: Class 6 contains 2009 members 
Mstep: Class 7 contains 75631 members 
Mstep: Class 8 contains 11276 members 
Mstep: Class 9 contains 44774 members 
Mstep: Class 10 contains 14267 members 
Mstep: Class 11 contains 42136 members 
Mstep: Class 12 contains 47205 members 
Mstep: Class 13 contains 32974 members 
Mstep: Class 14 contains 2481 members 
Mstep: Class 15 contains 12780 members 
Mstep: Class 16 contains 30196 members 
Mstep: Class 17 contains 15218 members 
Mstep: Class 18 contains 13975 members 
Mstep: Class 19 contains 26154 members 
Mstep: Class 20 contains 1974 members 
Mstep: Class 21 contains 13375 members 
Mstep: Class 22 contains 435 members 
Mstep: Class 23 contains 27314 members 
Mstep: Class 24 contains 8418 members 
Mstep: Class 25 contains 32753 members 
Mstep: Class 26 contains 5986 members 
Mstep: Class 27 contains 29551 members 
Mstep: Class 28 contains 26380 members 
Mstep: Class 29 contains 19106 members 
Mstep: Class 30 contains 4068 members 
Mstep: Class 31 contains 18235 members 
Mstep: Class 32 contains 4821 members 
Mstep: Class 33 contains 3939 members 
Mstep: Class 34 contains 2330 members 
Mstep: Class 35 contains 5189 members 
Mstep: Class 36 contains 3476 members 
Mstep: Class 37 contains 2736 members 
Mstep: Class 38 contains 2151 members 
Mstep: Class 39 contains 1040 members 
Mstep: Class 40 contains 22152 members 
Mstep: Class 41 contains 3046 members 
Mstep: Class 42 contains 4853 members 
Mstep: Class 43 contains 12613 members 
Mstep: Class 44 contains 5833 members 
Mstep: Class 45 contains 142873 members 
Mstep: Class 46 contains 480 members 
Mstep: Class 47 contains 4150 members 
Mstep: Class 48 contains 3149 members 
Mstep: Class 49 contains 8789 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100305808.000000 Penalty: 108431.960938
Iteration 128Q: 50 clusters Score -1.003058e+08 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 7018 members 
Mstep: Class 2 contains 2863 members 
Mstep: Class 3 contains 13368 members 
Mstep: Class 4 contains 2378 members 
Mstep: Class 5 contains 2719 members 
Mstep: Class 6 contains 2010 members 
Mstep: Class 7 contains 75610 members 
Mstep: Class 8 contains 11277 members 
Mstep: Class 9 contains 44776 members 
Mstep: Class 10 contains 14262 members 
Mstep: Class 11 contains 42131 members 
Mstep: Class 12 contains 47199 members 
Mstep: Class 13 contains 32896 members 
Mstep: Class 14 contains 2559 members 
Mstep: Class 15 contains 12771 members 
Mstep: Class 16 contains 30130 members 
Mstep: Class 17 contains 15215 members 
Mstep: Class 18 contains 13975 members 
Mstep: Class 19 contains 26129 members 
Mstep: Class 20 contains 1975 members 
Mstep: Class 21 contains 13378 members 
Mstep: Class 22 contains 435 members 
Mstep: Class 23 contains 27342 members 
Mstep: Class 24 contains 8420 members 
Mstep: Class 25 contains 32829 members 
Mstep: Class 26 contains 5996 members 
Mstep: Class 27 contains 29252 members 
Mstep: Class 28 contains 26349 members 
Mstep: Class 29 contains 19106 members 
Mstep: Class 30 contains 4067 members 
Mstep: Class 31 contains 18216 members 
Mstep: Class 32 contains 4820 members 
Mstep: Class 33 contains 3944 members 
Mstep: Class 34 contains 2330 members 
Mstep: Class 35 contains 5190 members 
Mstep: Class 36 contains 3493 members 
Mstep: Class 37 contains 2733 members 
Mstep: Class 38 contains 2152 members 
Mstep: Class 39 contains 1040 members 
Mstep: Class 40 contains 22149 members 
Mstep: Class 41 contains 3046 members 
Mstep: Class 42 contains 4853 members 
Mstep: Class 43 contains 12633 members 
Mstep: Class 44 contains 5766 members 
Mstep: Class 45 contains 142890 members 
Mstep: Class 46 contains 480 members 
Mstep: Class 47 contains 4146 members 
Mstep: Class 48 contains 3150 members 
Mstep: Class 49 contains 9109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100305840.000000 Penalty: 108431.960938
Iteration 129Q: 50 clusters Score -1.003058e+08 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 7048 members 
Mstep: Class 2 contains 2873 members 
Mstep: Class 3 contains 13395 members 
Mstep: Class 4 contains 2380 members 
Mstep: Class 5 contains 2717 members 
Mstep: Class 6 contains 2011 members 
Mstep: Class 7 contains 75580 members 
Mstep: Class 8 contains 11270 members 
Mstep: Class 9 contains 44775 members 
Mstep: Class 10 contains 14254 members 
Mstep: Class 11 contains 42140 members 
Mstep: Class 12 contains 47190 members 
Mstep: Class 13 contains 32834 members 
Mstep: Class 14 contains 2626 members 
Mstep: Class 15 contains 12765 members 
Mstep: Class 16 contains 30068 members 
Mstep: Class 17 contains 15213 members 
Mstep: Class 18 contains 13975 members 
Mstep: Class 19 contains 26099 members 
Mstep: Class 20 contains 1975 members 
Mstep: Class 21 contains 13380 members 
Mstep: Class 22 contains 435 members 
Mstep: Class 23 contains 27366 members 
Mstep: Class 24 contains 8418 members 
Mstep: Class 25 contains 32893 members 
Mstep: Class 26 contains 6010 members 
Mstep: Class 27 contains 28944 members 
Mstep: Class 28 contains 26321 members 
Mstep: Class 29 contains 19114 members 
Mstep: Class 30 contains 4068 members 
Mstep: Class 31 contains 18193 members 
Mstep: Class 32 contains 4817 members 
Mstep: Class 33 contains 3957 members 
Mstep: Class 34 contains 2329 members 
Mstep: Class 35 contains 5191 members 
Mstep: Class 36 contains 3510 members 
Mstep: Class 37 contains 2730 members 
Mstep: Class 38 contains 2150 members 
Mstep: Class 39 contains 1040 members 
Mstep: Class 40 contains 22146 members 
Mstep: Class 41 contains 3047 members 
Mstep: Class 42 contains 4853 members 
Mstep: Class 43 contains 12658 members 
Mstep: Class 44 contains 5721 members 
Mstep: Class 45 contains 142909 members 
Mstep: Class 46 contains 480 members 
Mstep: Class 47 contains 4147 members 
Mstep: Class 48 contains 3148 members 
Mstep: Class 49 contains 9412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100305952.000000 Penalty: 108431.960938
Iteration 130Q: 50 clusters Score -1.00306e+08 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 7078 members 
Mstep: Class 2 contains 2881 members 
Mstep: Class 3 contains 13421 members 
Mstep: Class 4 contains 2381 members 
Mstep: Class 5 contains 2719 members 
Mstep: Class 6 contains 2011 members 
Mstep: Class 7 contains 75570 members 
Mstep: Class 8 contains 11254 members 
Mstep: Class 9 contains 44786 members 
Mstep: Class 10 contains 14255 members 
Mstep: Class 11 contains 42147 members 
Mstep: Class 12 contains 47176 members 
Mstep: Class 13 contains 32793 members 
Mstep: Class 14 contains 2691 members 
Mstep: Class 15 contains 12761 members 
Mstep: Class 16 contains 30013 members 
Mstep: Class 17 contains 15210 members 
Mstep: Class 18 contains 13974 members 
Mstep: Class 19 contains 26066 members 
Mstep: Class 20 contains 1976 members 
Mstep: Class 21 contains 13380 members 
Mstep: Class 22 contains 435 members 
Mstep: Class 23 contains 27388 members 
Mstep: Class 24 contains 8418 members 
Mstep: Class 25 contains 32949 members 
Mstep: Class 26 contains 6019 members 
Mstep: Class 27 contains 28648 members 
Mstep: Class 28 contains 26292 members 
Mstep: Class 29 contains 19126 members 
Mstep: Class 30 contains 4069 members 
Mstep: Class 31 contains 18173 members 
Mstep: Class 32 contains 4816 members 
Mstep: Class 33 contains 3971 members 
Mstep: Class 34 contains 2329 members 
Mstep: Class 35 contains 5192 members 
Mstep: Class 36 contains 3522 members 
Mstep: Class 37 contains 2728 members 
Mstep: Class 38 contains 2148 members 
Mstep: Class 39 contains 1040 members 
Mstep: Class 40 contains 22144 members 
Mstep: Class 41 contains 3048 members 
Mstep: Class 42 contains 4851 members 
Mstep: Class 43 contains 12677 members 
Mstep: Class 44 contains 5678 members 
Mstep: Class 45 contains 142907 members 
Mstep: Class 46 contains 480 members 
Mstep: Class 47 contains 4137 members 
Mstep: Class 48 contains 3148 members 
Mstep: Class 49 contains 9699 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100306328.000000 Penalty: 108431.960938
Iteration 131Q: 50 clusters Score -1.003063e+08 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 7107 members 
Mstep: Class 2 contains 2887 members 
Mstep: Class 3 contains 13446 members 
Mstep: Class 4 contains 2384 members 
Mstep: Class 5 contains 2720 members 
Mstep: Class 6 contains 2011 members 
Mstep: Class 7 contains 75547 members 
Mstep: Class 8 contains 11246 members 
Mstep: Class 9 contains 44795 members 
Mstep: Class 10 contains 14250 members 
Mstep: Class 11 contains 42151 members 
Mstep: Class 12 contains 47162 members 
Mstep: Class 13 contains 32742 members 
Mstep: Class 14 contains 2746 members 
Mstep: Class 15 contains 12758 members 
Mstep: Class 16 contains 29966 members 
Mstep: Class 17 contains 15209 members 
Mstep: Class 18 contains 13972 members 
Mstep: Class 19 contains 26055 members 
Mstep: Class 20 contains 1976 members 
Mstep: Class 21 contains 13380 members 
Mstep: Class 22 contains 435 members 
Mstep: Class 23 contains 27404 members 
Mstep: Class 24 contains 8421 members 
Mstep: Class 25 contains 33007 members 
Mstep: Class 26 contains 6023 members 
Mstep: Class 27 contains 28404 members 
Mstep: Class 28 contains 26278 members 
Mstep: Class 29 contains 19126 members 
Mstep: Class 30 contains 4069 members 
Mstep: Class 31 contains 18155 members 
Mstep: Class 32 contains 4817 members 
Mstep: Class 33 contains 3973 members 
Mstep: Class 34 contains 2329 members 
Mstep: Class 35 contains 5196 members 
Mstep: Class 36 contains 3528 members 
Mstep: Class 37 contains 2728 members 
Mstep: Class 38 contains 2147 members 
Mstep: Class 39 contains 1039 members 
Mstep: Class 40 contains 22143 members 
Mstep: Class 41 contains 3049 members 
Mstep: Class 42 contains 4851 members 
Mstep: Class 43 contains 12684 members 
Mstep: Class 44 contains 5645 members 
Mstep: Class 45 contains 142912 members 
Mstep: Class 46 contains 480 members 
Mstep: Class 47 contains 4134 members 
Mstep: Class 48 contains 3148 members 
Mstep: Class 49 contains 9940 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100306592.000000 Penalty: 108431.960938
Iteration 132Q: 50 clusters Score -1.003066e+08 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 7129 members 
Mstep: Class 2 contains 2889 members 
Mstep: Class 3 contains 13473 members 
Mstep: Class 4 contains 2384 members 
Mstep: Class 5 contains 2722 members 
Mstep: Class 6 contains 2011 members 
Mstep: Class 7 contains 75543 members 
Mstep: Class 8 contains 11236 members 
Mstep: Class 9 contains 44819 members 
Mstep: Class 10 contains 14250 members 
Mstep: Class 11 contains 42164 members 
Mstep: Class 12 contains 47161 members 
Mstep: Class 13 contains 32706 members 
Mstep: Class 14 contains 2782 members 
Mstep: Class 15 contains 12758 members 
Mstep: Class 16 contains 29930 members 
Mstep: Class 17 contains 15209 members 
Mstep: Class 18 contains 13974 members 
Mstep: Class 19 contains 26043 members 
Mstep: Class 20 contains 1976 members 
Mstep: Class 21 contains 13383 members 
Mstep: Class 22 contains 435 members 
Mstep: Class 23 contains 27416 members 
Mstep: Class 24 contains 8420 members 
Mstep: Class 25 contains 33060 members 
Mstep: Class 26 contains 6015 members 
Mstep: Class 27 contains 28196 members 
Mstep: Class 28 contains 26252 members 
Mstep: Class 29 contains 19126 members 
Mstep: Class 30 contains 4073 members 
Mstep: Class 31 contains 18129 members 
Mstep: Class 32 contains 4816 members 
Mstep: Class 33 contains 3976 members 
Mstep: Class 34 contains 2329 members 
Mstep: Class 35 contains 5196 members 
Mstep: Class 36 contains 3530 members 
Mstep: Class 37 contains 2729 members 
Mstep: Class 38 contains 2142 members 
Mstep: Class 39 contains 1039 members 
Mstep: Class 40 contains 22143 members 
Mstep: Class 41 contains 3048 members 
Mstep: Class 42 contains 4851 members 
Mstep: Class 43 contains 12684 members 
Mstep: Class 44 contains 5619 members 
Mstep: Class 45 contains 142912 members 
Mstep: Class 46 contains 480 members 
Mstep: Class 47 contains 4129 members 
Mstep: Class 48 contains 3149 members 
Mstep: Class 49 contains 10139 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100306544.000000 Penalty: 108431.960938
Iteration 133Q: 50 clusters Score -1.003065e+08 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 7144 members 
Mstep: Class 2 contains 2890 members 
Mstep: Class 3 contains 13492 members 
Mstep: Class 4 contains 2383 members 
Mstep: Class 5 contains 2722 members 
Mstep: Class 6 contains 2011 members 
Mstep: Class 7 contains 75541 members 
Mstep: Class 8 contains 11224 members 
Mstep: Class 9 contains 44841 members 
Mstep: Class 10 contains 14250 members 
Mstep: Class 11 contains 42177 members 
Mstep: Class 12 contains 47160 members 
Mstep: Class 13 contains 32665 members 
Mstep: Class 14 contains 2830 members 
Mstep: Class 15 contains 12753 members 
Mstep: Class 16 contains 29898 members 
Mstep: Class 17 contains 15212 members 
Mstep: Class 18 contains 13975 members 
Mstep: Class 19 contains 26023 members 
Mstep: Class 20 contains 1976 members 
Mstep: Class 21 contains 13385 members 
Mstep: Class 22 contains 435 members 
Mstep: Class 23 contains 27432 members 
Mstep: Class 24 contains 8421 members 
Mstep: Class 25 contains 33114 members 
Mstep: Class 26 contains 6014 members 
Mstep: Class 27 contains 28020 members 
Mstep: Class 28 contains 26218 members 
Mstep: Class 29 contains 19126 members 
Mstep: Class 30 contains 4075 members 
Mstep: Class 31 contains 18110 members 
Mstep: Class 32 contains 4816 members 
Mstep: Class 33 contains 3979 members 
Mstep: Class 34 contains 2329 members 
Mstep: Class 35 contains 5197 members 
Mstep: Class 36 contains 3530 members 
Mstep: Class 37 contains 2727 members 
Mstep: Class 38 contains 2140 members 
Mstep: Class 39 contains 1039 members 
Mstep: Class 40 contains 22144 members 
Mstep: Class 41 contains 3050 members 
Mstep: Class 42 contains 4852 members 
Mstep: Class 43 contains 12678 members 
Mstep: Class 44 contains 5586 members 
Mstep: Class 45 contains 142915 members 
Mstep: Class 46 contains 480 members 
Mstep: Class 47 contains 4128 members 
Mstep: Class 48 contains 3150 members 
Mstep: Class 49 contains 10318 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100306536.000000 Penalty: 108431.960938
Iteration 134Q: 50 clusters Score -1.003065e+08 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 7161 members 
Mstep: Class 2 contains 2893 members 
Mstep: Class 3 contains 13495 members 
Mstep: Class 4 contains 2383 members 
Mstep: Class 5 contains 2721 members 
Mstep: Class 6 contains 2011 members 
Mstep: Class 7 contains 75539 members 
Mstep: Class 8 contains 11212 members 
Mstep: Class 9 contains 44856 members 
Mstep: Class 10 contains 14251 members 
Mstep: Class 11 contains 42183 members 
Mstep: Class 12 contains 47160 members 
Mstep: Class 13 contains 32624 members 
Mstep: Class 14 contains 2878 members 
Mstep: Class 15 contains 12747 members 
Mstep: Class 16 contains 29871 members 
Mstep: Class 17 contains 15211 members 
Mstep: Class 18 contains 13974 members 
Mstep: Class 19 contains 26026 members 
Mstep: Class 20 contains 1976 members 
Mstep: Class 21 contains 13385 members 
Mstep: Class 22 contains 435 members 
Mstep: Class 23 contains 27454 members 
Mstep: Class 24 contains 8424 members 
Mstep: Class 25 contains 33160 members 
Mstep: Class 26 contains 6020 members 
Mstep: Class 27 contains 27876 members 
Mstep: Class 28 contains 26183 members 
Mstep: Class 29 contains 19126 members 
Mstep: Class 30 contains 4079 members 
Mstep: Class 31 contains 18094 members 
Mstep: Class 32 contains 4816 members 
Mstep: Class 33 contains 3978 members 
Mstep: Class 34 contains 2329 members 
Mstep: Class 35 contains 5197 members 
Mstep: Class 36 contains 3530 members 
Mstep: Class 37 contains 2724 members 
Mstep: Class 38 contains 2142 members 
Mstep: Class 39 contains 1038 members 
Mstep: Class 40 contains 22142 members 
Mstep: Class 41 contains 3051 members 
Mstep: Class 42 contains 4857 members 
Mstep: Class 43 contains 12683 members 
Mstep: Class 44 contains 5557 members 
Mstep: Class 45 contains 142915 members 
Mstep: Class 46 contains 480 members 
Mstep: Class 47 contains 4122 members 
Mstep: Class 48 contains 3151 members 
Mstep: Class 49 contains 10455 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100306480.000000 Penalty: 108431.960938
Iteration 135Q: 50 clusters Score -1.003065e+08 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 7180 members 
Mstep: Class 2 contains 2895 members 
Mstep: Class 3 contains 13513 members 
Mstep: Class 4 contains 2384 members 
Mstep: Class 5 contains 2721 members 
Mstep: Class 6 contains 2011 members 
Mstep: Class 7 contains 75534 members 
Mstep: Class 8 contains 11206 members 
Mstep: Class 9 contains 44871 members 
Mstep: Class 10 contains 14245 members 
Mstep: Class 11 contains 42190 members 
Mstep: Class 12 contains 47155 members 
Mstep: Class 13 contains 32580 members 
Mstep: Class 14 contains 2927 members 
Mstep: Class 15 contains 12744 members 
Mstep: Class 16 contains 29844 members 
Mstep: Class 17 contains 15207 members 
Mstep: Class 18 contains 13974 members 
Mstep: Class 19 contains 26015 members 
Mstep: Class 20 contains 1976 members 
Mstep: Class 21 contains 13385 members 
Mstep: Class 22 contains 435 members 
Mstep: Class 23 contains 27471 members 
Mstep: Class 24 contains 8424 members 
Mstep: Class 25 contains 33195 members 
Mstep: Class 26 contains 6023 members 
Mstep: Class 27 contains 27775 members 
Mstep: Class 28 contains 26147 members 
Mstep: Class 29 contains 19123 members 
Mstep: Class 30 contains 4082 members 
Mstep: Class 31 contains 18081 members 
Mstep: Class 32 contains 4817 members 
Mstep: Class 33 contains 3986 members 
Mstep: Class 34 contains 2330 members 
Mstep: Class 35 contains 5197 members 
Mstep: Class 36 contains 3532 members 
Mstep: Class 37 contains 2726 members 
Mstep: Class 38 contains 2142 members 
Mstep: Class 39 contains 1038 members 
Mstep: Class 40 contains 22139 members 
Mstep: Class 41 contains 3053 members 
Mstep: Class 42 contains 4857 members 
Mstep: Class 43 contains 12685 members 
Mstep: Class 44 contains 5521 members 
Mstep: Class 45 contains 142926 members 
Mstep: Class 46 contains 480 members 
Mstep: Class 47 contains 4114 members 
Mstep: Class 48 contains 3151 members 
Mstep: Class 49 contains 10568 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100306576.000000 Penalty: 108431.960938
Iteration 136Q: 50 clusters Score -1.003066e+08 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 7188 members 
Mstep: Class 2 contains 2895 members 
Mstep: Class 3 contains 13521 members 
Mstep: Class 4 contains 2384 members 
Mstep: Class 5 contains 2721 members 
Mstep: Class 6 contains 2011 members 
Mstep: Class 7 contains 75539 members 
Mstep: Class 8 contains 11199 members 
Mstep: Class 9 contains 44890 members 
Mstep: Class 10 contains 14241 members 
Mstep: Class 11 contains 42195 members 
Mstep: Class 12 contains 47143 members 
Mstep: Class 13 contains 32547 members 
Mstep: Class 14 contains 2965 members 
Mstep: Class 15 contains 12741 members 
Mstep: Class 16 contains 29818 members 
Mstep: Class 17 contains 15203 members 
Mstep: Class 18 contains 13973 members 
Mstep: Class 19 contains 26011 members 
Mstep: Class 20 contains 1976 members 
Mstep: Class 21 contains 13386 members 
Mstep: Class 22 contains 435 members 
Mstep: Class 23 contains 27485 members 
Mstep: Class 24 contains 8425 members 
Mstep: Class 25 contains 33233 members 
Mstep: Class 26 contains 6030 members 
Mstep: Class 27 contains 27679 members 
Mstep: Class 28 contains 26110 members 
Mstep: Class 29 contains 19124 members 
Mstep: Class 30 contains 4086 members 
Mstep: Class 31 contains 18070 members 
Mstep: Class 32 contains 4818 members 
Mstep: Class 33 contains 3995 members 
Mstep: Class 34 contains 2329 members 
Mstep: Class 35 contains 5197 members 
Mstep: Class 36 contains 3531 members 
Mstep: Class 37 contains 2727 members 
Mstep: Class 38 contains 2142 members 
Mstep: Class 39 contains 1038 members 
Mstep: Class 40 contains 22139 members 
Mstep: Class 41 contains 3053 members 
Mstep: Class 42 contains 4855 members 
Mstep: Class 43 contains 12693 members 
Mstep: Class 44 contains 5498 members 
Mstep: Class 45 contains 142933 members 
Mstep: Class 46 contains 480 members 
Mstep: Class 47 contains 4110 members 
Mstep: Class 48 contains 3151 members 
Mstep: Class 49 contains 10662 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100306800.000000 Penalty: 108431.960938
Iteration 137Q: 50 clusters Score -1.003068e+08 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 7197 members 
Mstep: Class 2 contains 2897 members 
Mstep: Class 3 contains 13537 members 
Mstep: Class 4 contains 2385 members 
Mstep: Class 5 contains 2721 members 
Mstep: Class 6 contains 2011 members 
Mstep: Class 7 contains 75530 members 
Mstep: Class 8 contains 11200 members 
Mstep: Class 9 contains 44904 members 
Mstep: Class 10 contains 14242 members 
Mstep: Class 11 contains 42201 members 
Mstep: Class 12 contains 47136 members 
Mstep: Class 13 contains 32508 members 
Mstep: Class 14 contains 2995 members 
Mstep: Class 15 contains 12736 members 
Mstep: Class 16 contains 29792 members 
Mstep: Class 17 contains 15202 members 
Mstep: Class 18 contains 13974 members 
Mstep: Class 19 contains 26013 members 
Mstep: Class 20 contains 1976 members 
Mstep: Class 21 contains 13386 members 
Mstep: Class 22 contains 435 members 
Mstep: Class 23 contains 27500 members 
Mstep: Class 24 contains 8425 members 
Mstep: Class 25 contains 33277 members 
Mstep: Class 26 contains 6028 members 
Mstep: Class 27 contains 27604 members 
Mstep: Class 28 contains 26079 members 
Mstep: Class 29 contains 19126 members 
Mstep: Class 30 contains 4089 members 
Mstep: Class 31 contains 18062 members 
Mstep: Class 32 contains 4819 members 
Mstep: Class 33 contains 4000 members 
Mstep: Class 34 contains 2329 members 
Mstep: Class 35 contains 5197 members 
Mstep: Class 36 contains 3528 members 
Mstep: Class 37 contains 2727 members 
Mstep: Class 38 contains 2141 members 
Mstep: Class 39 contains 1038 members 
Mstep: Class 40 contains 22138 members 
Mstep: Class 41 contains 3054 members 
Mstep: Class 42 contains 4855 members 
Mstep: Class 43 contains 12696 members 
Mstep: Class 44 contains 5474 members 
Mstep: Class 45 contains 142940 members 
Mstep: Class 46 contains 480 members 
Mstep: Class 47 contains 4106 members 
Mstep: Class 48 contains 3151 members 
Mstep: Class 49 contains 10734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100306840.000000 Penalty: 108431.960938
Iteration 138Q: 50 clusters Score -1.003068e+08 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 7201 members 
Mstep: Class 2 contains 2899 members 
Mstep: Class 3 contains 13564 members 
Mstep: Class 4 contains 2383 members 
Mstep: Class 5 contains 2721 members 
Mstep: Class 6 contains 2011 members 
Mstep: Class 7 contains 75516 members 
Mstep: Class 8 contains 11201 members 
Mstep: Class 9 contains 44910 members 
Mstep: Class 10 contains 14240 members 
Mstep: Class 11 contains 42207 members 
Mstep: Class 12 contains 47133 members 
Mstep: Class 13 contains 32471 members 
Mstep: Class 14 contains 3024 members 
Mstep: Class 15 contains 12734 members 
Mstep: Class 16 contains 29778 members 
Mstep: Class 17 contains 15196 members 
Mstep: Class 18 contains 13974 members 
Mstep: Class 19 contains 26017 members 
Mstep: Class 20 contains 1976 members 
Mstep: Class 21 contains 13386 members 
Mstep: Class 22 contains 435 members 
Mstep: Class 23 contains 27507 members 
Mstep: Class 24 contains 8425 members 
Mstep: Class 25 contains 33316 members 
Mstep: Class 26 contains 6011 members 
Mstep: Class 27 contains 27552 members 
Mstep: Class 28 contains 26060 members 
Mstep: Class 29 contains 19119 members 
Mstep: Class 30 contains 4091 members 
Mstep: Class 31 contains 18052 members 
Mstep: Class 32 contains 4821 members 
Mstep: Class 33 contains 4002 members 
Mstep: Class 34 contains 2329 members 
Mstep: Class 35 contains 5198 members 
Mstep: Class 36 contains 3531 members 
Mstep: Class 37 contains 2728 members 
Mstep: Class 38 contains 2141 members 
Mstep: Class 39 contains 1038 members 
Mstep: Class 40 contains 22138 members 
Mstep: Class 41 contains 3056 members 
Mstep: Class 42 contains 4856 members 
Mstep: Class 43 contains 12712 members 
Mstep: Class 44 contains 5450 members 
Mstep: Class 45 contains 142947 members 
Mstep: Class 46 contains 480 members 
Mstep: Class 47 contains 4103 members 
Mstep: Class 48 contains 3151 members 
Mstep: Class 49 contains 10784 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100306880.000000 Penalty: 108431.960938
Iteration 139Q: 50 clusters Score -1.003069e+08 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 7206 members 
Mstep: Class 2 contains 2898 members 
Mstep: Class 3 contains 13575 members 
Mstep: Class 4 contains 2383 members 
Mstep: Class 5 contains 2722 members 
Mstep: Class 6 contains 2011 members 
Mstep: Class 7 contains 75517 members 
Mstep: Class 8 contains 11196 members 
Mstep: Class 9 contains 44920 members 
Mstep: Class 10 contains 14242 members 
Mstep: Class 11 contains 42206 members 
Mstep: Class 12 contains 47130 members 
Mstep: Class 13 contains 32443 members 
Mstep: Class 14 contains 3055 members 
Mstep: Class 15 contains 12730 members 
Mstep: Class 16 contains 29764 members 
Mstep: Class 17 contains 15190 members 
Mstep: Class 18 contains 13973 members 
Mstep: Class 19 contains 26021 members 
Mstep: Class 20 contains 1978 members 
Mstep: Class 21 contains 13386 members 
Mstep: Class 22 contains 435 members 
Mstep: Class 23 contains 27511 members 
Mstep: Class 24 contains 8424 members 
Mstep: Class 25 contains 33348 members 
Mstep: Class 26 contains 6005 members 
Mstep: Class 27 contains 27502 members 
Mstep: Class 28 contains 26049 members 
Mstep: Class 29 contains 19114 members 
Mstep: Class 30 contains 4090 members 
Mstep: Class 31 contains 18043 members 
Mstep: Class 32 contains 4821 members 
Mstep: Class 33 contains 4001 members 
Mstep: Class 34 contains 2329 members 
Mstep: Class 35 contains 5200 members 
Mstep: Class 36 contains 3535 members 
Mstep: Class 37 contains 2729 members 
Mstep: Class 38 contains 2140 members 
Mstep: Class 39 contains 1038 members 
Mstep: Class 40 contains 22139 members 
Mstep: Class 41 contains 3057 members 
Mstep: Class 42 contains 4855 members 
Mstep: Class 43 contains 12721 members 
Mstep: Class 44 contains 5420 members 
Mstep: Class 45 contains 142958 members 
Mstep: Class 46 contains 480 members 
Mstep: Class 47 contains 4103 members 
Mstep: Class 48 contains 3151 members 
Mstep: Class 49 contains 10831 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100306864.000000 Penalty: 108431.960938
Iteration 140F: 50 clusters Score -1.003069e+08 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 7217 members 
Mstep: Class 2 contains 2904 members 
Mstep: Class 3 contains 13579 members 
Mstep: Class 4 contains 2383 members 
Mstep: Class 5 contains 2721 members 
Mstep: Class 6 contains 2011 members 
Mstep: Class 7 contains 75514 members 
Mstep: Class 8 contains 11194 members 
Mstep: Class 9 contains 44926 members 
Mstep: Class 10 contains 14242 members 
Mstep: Class 11 contains 42210 members 
Mstep: Class 12 contains 47125 members 
Mstep: Class 13 contains 32403 members 
Mstep: Class 14 contains 3075 members 
Mstep: Class 15 contains 12722 members 
Mstep: Class 16 contains 29750 members 
Mstep: Class 17 contains 15184 members 
Mstep: Class 18 contains 13973 members 
Mstep: Class 19 contains 26020 members 
Mstep: Class 20 contains 1978 members 
Mstep: Class 21 contains 13386 members 
Mstep: Class 22 contains 435 members 
Mstep: Class 23 contains 27529 members 
Mstep: Class 24 contains 8423 members 
Mstep: Class 25 contains 33386 members 
Mstep: Class 26 contains 6010 members 
Mstep: Class 27 contains 27435 members 
Mstep: Class 28 contains 26037 members 
Mstep: Class 29 contains 19097 members 
Mstep: Class 30 contains 4091 members 
Mstep: Class 31 contains 18033 members 
Mstep: Class 32 contains 4821 members 
Mstep: Class 33 contains 4002 members 
Mstep: Class 34 contains 2329 members 
Mstep: Class 35 contains 5204 members 
Mstep: Class 36 contains 3538 members 
Mstep: Class 37 contains 2730 members 
Mstep: Class 38 contains 2140 members 
Mstep: Class 39 contains 1038 members 
Mstep: Class 40 contains 22138 members 
Mstep: Class 41 contains 3059 members 
Mstep: Class 42 contains 4854 members 
Mstep: Class 43 contains 12716 members 
Mstep: Class 44 contains 5400 members 
Mstep: Class 45 contains 142974 members 
Mstep: Class 46 contains 480 members 
Mstep: Class 47 contains 4100 members 
Mstep: Class 48 contains 3151 members 
Mstep: Class 49 contains 10908 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100306808.000000 Penalty: 108431.960938
Iteration 141Q: 50 clusters Score -1.003068e+08 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 7218 members 
Mstep: Class 2 contains 2908 members 
Mstep: Class 3 contains 13593 members 
Mstep: Class 4 contains 2383 members 
Mstep: Class 5 contains 2723 members 
Mstep: Class 6 contains 2011 members 
Mstep: Class 7 contains 75505 members 
Mstep: Class 8 contains 11192 members 
Mstep: Class 9 contains 44931 members 
Mstep: Class 10 contains 14246 members 
Mstep: Class 11 contains 42213 members 
Mstep: Class 12 contains 47116 members 
Mstep: Class 13 contains 32370 members 
Mstep: Class 14 contains 3098 members 
Mstep: Class 15 contains 12717 members 
Mstep: Class 16 contains 29742 members 
Mstep: Class 17 contains 15178 members 
Mstep: Class 18 contains 13973 members 
Mstep: Class 19 contains 26029 members 
Mstep: Class 20 contains 1978 members 
Mstep: Class 21 contains 13386 members 
Mstep: Class 22 contains 435 members 
Mstep: Class 23 contains 27542 members 
Mstep: Class 24 contains 8425 members 
Mstep: Class 25 contains 33410 members 
Mstep: Class 26 contains 6002 members 
Mstep: Class 27 contains 27378 members 
Mstep: Class 28 contains 26024 members 
Mstep: Class 29 contains 19087 members 
Mstep: Class 30 contains 4092 members 
Mstep: Class 31 contains 18022 members 
Mstep: Class 32 contains 4821 members 
Mstep: Class 33 contains 4002 members 
Mstep: Class 34 contains 2328 members 
Mstep: Class 35 contains 5207 members 
Mstep: Class 36 contains 3541 members 
Mstep: Class 37 contains 2730 members 
Mstep: Class 38 contains 2139 members 
Mstep: Class 39 contains 1038 members 
Mstep: Class 40 contains 22139 members 
Mstep: Class 41 contains 3062 members 
Mstep: Class 42 contains 4857 members 
Mstep: Class 43 contains 12714 members 
Mstep: Class 44 contains 5378 members 
Mstep: Class 45 contains 142986 members 
Mstep: Class 46 contains 480 members 
Mstep: Class 47 contains 4097 members 
Mstep: Class 48 contains 3151 members 
Mstep: Class 49 contains 10978 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100306880.000000 Penalty: 108431.960938
Iteration 142Q: 50 clusters Score -1.003069e+08 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 7226 members 
Mstep: Class 2 contains 2911 members 
Mstep: Class 3 contains 13611 members 
Mstep: Class 4 contains 2383 members 
Mstep: Class 5 contains 2723 members 
Mstep: Class 6 contains 2012 members 
Mstep: Class 7 contains 75494 members 
Mstep: Class 8 contains 11188 members 
Mstep: Class 9 contains 44929 members 
Mstep: Class 10 contains 14246 members 
Mstep: Class 11 contains 42214 members 
Mstep: Class 12 contains 47112 members 
Mstep: Class 13 contains 32337 members 
Mstep: Class 14 contains 3125 members 
Mstep: Class 15 contains 12706 members 
Mstep: Class 16 contains 29734 members 
Mstep: Class 17 contains 15168 members 
Mstep: Class 18 contains 13973 members 
Mstep: Class 19 contains 26027 members 
Mstep: Class 20 contains 1979 members 
Mstep: Class 21 contains 13388 members 
Mstep: Class 22 contains 435 members 
Mstep: Class 23 contains 27559 members 
Mstep: Class 24 contains 8425 members 
Mstep: Class 25 contains 33444 members 
Mstep: Class 26 contains 6002 members 
Mstep: Class 27 contains 27309 members 
Mstep: Class 28 contains 26007 members 
Mstep: Class 29 contains 19081 members 
Mstep: Class 30 contains 4092 members 
Mstep: Class 31 contains 18014 members 
Mstep: Class 32 contains 4822 members 
Mstep: Class 33 contains 4000 members 
Mstep: Class 34 contains 2328 members 
Mstep: Class 35 contains 5210 members 
Mstep: Class 36 contains 3548 members 
Mstep: Class 37 contains 2729 members 
Mstep: Class 38 contains 2135 members 
Mstep: Class 39 contains 1038 members 
Mstep: Class 40 contains 22142 members 
Mstep: Class 41 contains 3069 members 
Mstep: Class 42 contains 4856 members 
Mstep: Class 43 contains 12716 members 
Mstep: Class 44 contains 5356 members 
Mstep: Class 45 contains 142996 members 
Mstep: Class 46 contains 480 members 
Mstep: Class 47 contains 4095 members 
Mstep: Class 48 contains 3151 members 
Mstep: Class 49 contains 11050 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100306744.000000 Penalty: 108431.960938
Iteration 143Q: 50 clusters Score -1.003067e+08 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 7236 members 
Mstep: Class 2 contains 2919 members 
Mstep: Class 3 contains 13635 members 
Mstep: Class 4 contains 2383 members 
Mstep: Class 5 contains 2725 members 
Mstep: Class 6 contains 2012 members 
Mstep: Class 7 contains 75473 members 
Mstep: Class 8 contains 11191 members 
Mstep: Class 9 contains 44928 members 
Mstep: Class 10 contains 14247 members 
Mstep: Class 11 contains 42218 members 
Mstep: Class 12 contains 47111 members 
Mstep: Class 13 contains 32303 members 
Mstep: Class 14 contains 3138 members 
Mstep: Class 15 contains 12698 members 
Mstep: Class 16 contains 29724 members 
Mstep: Class 17 contains 15159 members 
Mstep: Class 18 contains 13973 members 
Mstep: Class 19 contains 26030 members 
Mstep: Class 20 contains 1981 members 
Mstep: Class 21 contains 13389 members 
Mstep: Class 22 contains 435 members 
Mstep: Class 23 contains 27571 members 
Mstep: Class 24 contains 8428 members 
Mstep: Class 25 contains 33475 members 
Mstep: Class 26 contains 5996 members 
Mstep: Class 27 contains 27256 members 
Mstep: Class 28 contains 25991 members 
Mstep: Class 29 contains 19069 members 
Mstep: Class 30 contains 4093 members 
Mstep: Class 31 contains 18007 members 
Mstep: Class 32 contains 4823 members 
Mstep: Class 33 contains 4005 members 
Mstep: Class 34 contains 2329 members 
Mstep: Class 35 contains 5210 members 
Mstep: Class 36 contains 3552 members 
Mstep: Class 37 contains 2729 members 
Mstep: Class 38 contains 2134 members 
Mstep: Class 39 contains 1038 members 
Mstep: Class 40 contains 22144 members 
Mstep: Class 41 contains 3069 members 
Mstep: Class 42 contains 4850 members 
Mstep: Class 43 contains 12721 members 
Mstep: Class 44 contains 5344 members 
Mstep: Class 45 contains 142998 members 
Mstep: Class 46 contains 480 members 
Mstep: Class 47 contains 4092 members 
Mstep: Class 48 contains 3151 members 
Mstep: Class 49 contains 11112 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100306768.000000 Penalty: 108431.960938
Iteration 144Q: 50 clusters Score -1.003068e+08 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 7242 members 
Mstep: Class 2 contains 2923 members 
Mstep: Class 3 contains 13649 members 
Mstep: Class 4 contains 2383 members 
Mstep: Class 5 contains 2725 members 
Mstep: Class 6 contains 2013 members 
Mstep: Class 7 contains 75462 members 
Mstep: Class 8 contains 11190 members 
Mstep: Class 9 contains 44937 members 
Mstep: Class 10 contains 14246 members 
Mstep: Class 11 contains 42221 members 
Mstep: Class 12 contains 47107 members 
Mstep: Class 13 contains 32275 members 
Mstep: Class 14 contains 3152 members 
Mstep: Class 15 contains 12687 members 
Mstep: Class 16 contains 29708 members 
Mstep: Class 17 contains 15148 members 
Mstep: Class 18 contains 13972 members 
Mstep: Class 19 contains 26035 members 
Mstep: Class 20 contains 1983 members 
Mstep: Class 21 contains 13390 members 
Mstep: Class 22 contains 435 members 
Mstep: Class 23 contains 27587 members 
Mstep: Class 24 contains 8428 members 
Mstep: Class 25 contains 33505 members 
Mstep: Class 26 contains 5986 members 
Mstep: Class 27 contains 27203 members 
Mstep: Class 28 contains 25981 members 
Mstep: Class 29 contains 19062 members 
Mstep: Class 30 contains 4096 members 
Mstep: Class 31 contains 18004 members 
Mstep: Class 32 contains 4822 members 
Mstep: Class 33 contains 4006 members 
Mstep: Class 34 contains 2329 members 
Mstep: Class 35 contains 5210 members 
Mstep: Class 36 contains 3559 members 
Mstep: Class 37 contains 2729 members 
Mstep: Class 38 contains 2133 members 
Mstep: Class 39 contains 1038 members 
Mstep: Class 40 contains 22148 members 
Mstep: Class 41 contains 3076 members 
Mstep: Class 42 contains 4844 members 
Mstep: Class 43 contains 12722 members 
Mstep: Class 44 contains 5335 members 
Mstep: Class 45 contains 143000 members 
Mstep: Class 46 contains 480 members 
Mstep: Class 47 contains 4091 members 
Mstep: Class 48 contains 3151 members 
Mstep: Class 49 contains 11167 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100306760.000000 Penalty: 108431.960938
Iteration 145Q: 50 clusters Score -1.003068e+08 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 7247 members 
Mstep: Class 2 contains 2926 members 
Mstep: Class 3 contains 13671 members 
Mstep: Class 4 contains 2383 members 
Mstep: Class 5 contains 2725 members 
Mstep: Class 6 contains 2013 members 
Mstep: Class 7 contains 75455 members 
Mstep: Class 8 contains 11194 members 
Mstep: Class 9 contains 44938 members 
Mstep: Class 10 contains 14243 members 
Mstep: Class 11 contains 42225 members 
Mstep: Class 12 contains 47103 members 
Mstep: Class 13 contains 32246 members 
Mstep: Class 14 contains 3167 members 
Mstep: Class 15 contains 12676 members 
Mstep: Class 16 contains 29702 members 
Mstep: Class 17 contains 15139 members 
Mstep: Class 18 contains 13971 members 
Mstep: Class 19 contains 26032 members 
Mstep: Class 20 contains 1984 members 
Mstep: Class 21 contains 13391 members 
Mstep: Class 22 contains 435 members 
Mstep: Class 23 contains 27605 members 
Mstep: Class 24 contains 8427 members 
Mstep: Class 25 contains 33535 members 
Mstep: Class 26 contains 5978 members 
Mstep: Class 27 contains 27154 members 
Mstep: Class 28 contains 25972 members 
Mstep: Class 29 contains 19056 members 
Mstep: Class 30 contains 4096 members 
Mstep: Class 31 contains 18001 members 
Mstep: Class 32 contains 4822 members 
Mstep: Class 33 contains 4008 members 
Mstep: Class 34 contains 2330 members 
Mstep: Class 35 contains 5209 members 
Mstep: Class 36 contains 3565 members 
Mstep: Class 37 contains 2729 members 
Mstep: Class 38 contains 2133 members 
Mstep: Class 39 contains 1038 members 
Mstep: Class 40 contains 22152 members 
Mstep: Class 41 contains 3078 members 
Mstep: Class 42 contains 4842 members 
Mstep: Class 43 contains 12725 members 
Mstep: Class 44 contains 5326 members 
Mstep: Class 45 contains 143001 members 
Mstep: Class 46 contains 480 members 
Mstep: Class 47 contains 4087 members 
Mstep: Class 48 contains 3151 members 
Mstep: Class 49 contains 11209 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100307040.000000 Penalty: 108431.960938
Iteration 146Q: 50 clusters Score -1.00307e+08 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 7251 members 
Mstep: Class 2 contains 2927 members 
Mstep: Class 3 contains 13683 members 
Mstep: Class 4 contains 2383 members 
Mstep: Class 5 contains 2725 members 
Mstep: Class 6 contains 2013 members 
Mstep: Class 7 contains 75455 members 
Mstep: Class 8 contains 11192 members 
Mstep: Class 9 contains 44935 members 
Mstep: Class 10 contains 14240 members 
Mstep: Class 11 contains 42229 members 
Mstep: Class 12 contains 47097 members 
Mstep: Class 13 contains 32225 members 
Mstep: Class 14 contains 3177 members 
Mstep: Class 15 contains 12662 members 
Mstep: Class 16 contains 29697 members 
Mstep: Class 17 contains 15133 members 
Mstep: Class 18 contains 13971 members 
Mstep: Class 19 contains 26030 members 
Mstep: Class 20 contains 1985 members 
Mstep: Class 21 contains 13391 members 
Mstep: Class 22 contains 435 members 
Mstep: Class 23 contains 27621 members 
Mstep: Class 24 contains 8426 members 
Mstep: Class 25 contains 33556 members 
Mstep: Class 26 contains 5973 members 
Mstep: Class 27 contains 27102 members 
Mstep: Class 28 contains 25964 members 
Mstep: Class 29 contains 19052 members 
Mstep: Class 30 contains 4097 members 
Mstep: Class 31 contains 17999 members 
Mstep: Class 32 contains 4822 members 
Mstep: Class 33 contains 4009 members 
Mstep: Class 34 contains 2331 members 
Mstep: Class 35 contains 5211 members 
Mstep: Class 36 contains 3569 members 
Mstep: Class 37 contains 2729 members 
Mstep: Class 38 contains 2134 members 
Mstep: Class 39 contains 1039 members 
Mstep: Class 40 contains 22157 members 
Mstep: Class 41 contains 3080 members 
Mstep: Class 42 contains 4841 members 
Mstep: Class 43 contains 12730 members 
Mstep: Class 44 contains 5321 members 
Mstep: Class 45 contains 143006 members 
Mstep: Class 46 contains 480 members 
Mstep: Class 47 contains 4084 members 
Mstep: Class 48 contains 3151 members 
Mstep: Class 49 contains 11255 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100306968.000000 Penalty: 108431.960938
Iteration 147Q: 50 clusters Score -1.00307e+08 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 7254 members 
Mstep: Class 2 contains 2928 members 
Mstep: Class 3 contains 13699 members 
Mstep: Class 4 contains 2383 members 
Mstep: Class 5 contains 2726 members 
Mstep: Class 6 contains 2013 members 
Mstep: Class 7 contains 75460 members 
Mstep: Class 8 contains 11197 members 
Mstep: Class 9 contains 44938 members 
Mstep: Class 10 contains 14237 members 
Mstep: Class 11 contains 42227 members 
Mstep: Class 12 contains 47093 members 
Mstep: Class 13 contains 32208 members 
Mstep: Class 14 contains 3186 members 
Mstep: Class 15 contains 12655 members 
Mstep: Class 16 contains 29692 members 
Mstep: Class 17 contains 15128 members 
Mstep: Class 18 contains 13971 members 
Mstep: Class 19 contains 26030 members 
Mstep: Class 20 contains 1985 members 
Mstep: Class 21 contains 13391 members 
Mstep: Class 22 contains 435 members 
Mstep: Class 23 contains 27631 members 
Mstep: Class 24 contains 8423 members 
Mstep: Class 25 contains 33572 members 
Mstep: Class 26 contains 5962 members 
Mstep: Class 27 contains 27049 members 
Mstep: Class 28 contains 25963 members 
Mstep: Class 29 contains 19052 members 
Mstep: Class 30 contains 4098 members 
Mstep: Class 31 contains 17993 members 
Mstep: Class 32 contains 4822 members 
Mstep: Class 33 contains 4011 members 
Mstep: Class 34 contains 2331 members 
Mstep: Class 35 contains 5213 members 
Mstep: Class 36 contains 3574 members 
Mstep: Class 37 contains 2729 members 
Mstep: Class 38 contains 2134 members 
Mstep: Class 39 contains 1041 members 
Mstep: Class 40 contains 22156 members 
Mstep: Class 41 contains 3082 members 
Mstep: Class 42 contains 4839 members 
Mstep: Class 43 contains 12726 members 
Mstep: Class 44 contains 5314 members 
Mstep: Class 45 contains 143012 members 
Mstep: Class 46 contains 480 members 
Mstep: Class 47 contains 4085 members 
Mstep: Class 48 contains 3151 members 
Mstep: Class 49 contains 11296 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100306984.000000 Penalty: 108431.960938
Iteration 148Q: 50 clusters Score -1.00307e+08 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 7257 members 
Mstep: Class 2 contains 2930 members 
Mstep: Class 3 contains 13709 members 
Mstep: Class 4 contains 2383 members 
Mstep: Class 5 contains 2726 members 
Mstep: Class 6 contains 2013 members 
Mstep: Class 7 contains 75454 members 
Mstep: Class 8 contains 11192 members 
Mstep: Class 9 contains 44950 members 
Mstep: Class 10 contains 14235 members 
Mstep: Class 11 contains 42228 members 
Mstep: Class 12 contains 47088 members 
Mstep: Class 13 contains 32192 members 
Mstep: Class 14 contains 3192 members 
Mstep: Class 15 contains 12647 members 
Mstep: Class 16 contains 29685 members 
Mstep: Class 17 contains 15125 members 
Mstep: Class 18 contains 13970 members 
Mstep: Class 19 contains 26037 members 
Mstep: Class 20 contains 1985 members 
Mstep: Class 21 contains 13391 members 
Mstep: Class 22 contains 435 members 
Mstep: Class 23 contains 27641 members 
Mstep: Class 24 contains 8423 members 
Mstep: Class 25 contains 33591 members 
Mstep: Class 26 contains 5960 members 
Mstep: Class 27 contains 27004 members 
Mstep: Class 28 contains 25957 members 
Mstep: Class 29 contains 19061 members 
Mstep: Class 30 contains 4098 members 
Mstep: Class 31 contains 17991 members 
Mstep: Class 32 contains 4822 members 
Mstep: Class 33 contains 4014 members 
Mstep: Class 34 contains 2331 members 
Mstep: Class 35 contains 5213 members 
Mstep: Class 36 contains 3575 members 
Mstep: Class 37 contains 2729 members 
Mstep: Class 38 contains 2134 members 
Mstep: Class 39 contains 1041 members 
Mstep: Class 40 contains 22159 members 
Mstep: Class 41 contains 3083 members 
Mstep: Class 42 contains 4839 members 
Mstep: Class 43 contains 12726 members 
Mstep: Class 44 contains 5309 members 
Mstep: Class 45 contains 143012 members 
Mstep: Class 46 contains 480 members 
Mstep: Class 47 contains 4082 members 
Mstep: Class 48 contains 3151 members 
Mstep: Class 49 contains 11325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100307120.000000 Penalty: 108431.960938
Iteration 149Q: 50 clusters Score -1.003071e+08 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 7259 members 
Mstep: Class 2 contains 2932 members 
Mstep: Class 3 contains 13713 members 
Mstep: Class 4 contains 2381 members 
Mstep: Class 5 contains 2725 members 
Mstep: Class 6 contains 2014 members 
Mstep: Class 7 contains 75449 members 
Mstep: Class 8 contains 11194 members 
Mstep: Class 9 contains 44952 members 
Mstep: Class 10 contains 14235 members 
Mstep: Class 11 contains 42232 members 
Mstep: Class 12 contains 47079 members 
Mstep: Class 13 contains 32177 members 
Mstep: Class 14 contains 3194 members 
Mstep: Class 15 contains 12641 members 
Mstep: Class 16 contains 29675 members 
Mstep: Class 17 contains 15124 members 
Mstep: Class 18 contains 13969 members 
Mstep: Class 19 contains 26047 members 
Mstep: Class 20 contains 1985 members 
Mstep: Class 21 contains 13391 members 
Mstep: Class 22 contains 435 members 
Mstep: Class 23 contains 27654 members 
Mstep: Class 24 contains 8423 members 
Mstep: Class 25 contains 33603 members 
Mstep: Class 26 contains 5961 members 
Mstep: Class 27 contains 26973 members 
Mstep: Class 28 contains 25952 members 
Mstep: Class 29 contains 19063 members 
Mstep: Class 30 contains 4098 members 
Mstep: Class 31 contains 17986 members 
Mstep: Class 32 contains 4823 members 
Mstep: Class 33 contains 4020 members 
Mstep: Class 34 contains 2331 members 
Mstep: Class 35 contains 5212 members 
Mstep: Class 36 contains 3575 members 
Mstep: Class 37 contains 2729 members 
Mstep: Class 38 contains 2133 members 
Mstep: Class 39 contains 1041 members 
Mstep: Class 40 contains 22160 members 
Mstep: Class 41 contains 3083 members 
Mstep: Class 42 contains 4838 members 
Mstep: Class 43 contains 12729 members 
Mstep: Class 44 contains 5307 members 
Mstep: Class 45 contains 143019 members 
Mstep: Class 46 contains 480 members 
Mstep: Class 47 contains 4076 members 
Mstep: Class 48 contains 3151 members 
Mstep: Class 49 contains 11352 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100307072.000000 Penalty: 108431.960938
Iteration 150Q: 50 clusters Score -1.003071e+08 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 7263 members 
Mstep: Class 2 contains 2936 members 
Mstep: Class 3 contains 13715 members 
Mstep: Class 4 contains 2381 members 
Mstep: Class 5 contains 2724 members 
Mstep: Class 6 contains 2014 members 
Mstep: Class 7 contains 75437 members 
Mstep: Class 8 contains 11199 members 
Mstep: Class 9 contains 44964 members 
Mstep: Class 10 contains 14235 members 
Mstep: Class 11 contains 42235 members 
Mstep: Class 12 contains 47072 members 
Mstep: Class 13 contains 32160 members 
Mstep: Class 14 contains 3198 members 
Mstep: Class 15 contains 12633 members 
Mstep: Class 16 contains 29668 members 
Mstep: Class 17 contains 15119 members 
Mstep: Class 18 contains 13970 members 
Mstep: Class 19 contains 26056 members 
Mstep: Class 20 contains 1985 members 
Mstep: Class 21 contains 13391 members 
Mstep: Class 22 contains 435 members 
Mstep: Class 23 contains 27662 members 
Mstep: Class 24 contains 8424 members 
Mstep: Class 25 contains 33613 members 
Mstep: Class 26 contains 5966 members 
Mstep: Class 27 contains 26952 members 
Mstep: Class 28 contains 25945 members 
Mstep: Class 29 contains 19061 members 
Mstep: Class 30 contains 4098 members 
Mstep: Class 31 contains 17981 members 
Mstep: Class 32 contains 4825 members 
Mstep: Class 33 contains 4018 members 
Mstep: Class 34 contains 2331 members 
Mstep: Class 35 contains 5210 members 
Mstep: Class 36 contains 3579 members 
Mstep: Class 37 contains 2730 members 
Mstep: Class 38 contains 2132 members 
Mstep: Class 39 contains 1041 members 
Mstep: Class 40 contains 22160 members 
Mstep: Class 41 contains 3084 members 
Mstep: Class 42 contains 4836 members 
Mstep: Class 43 contains 12728 members 
Mstep: Class 44 contains 5308 members 
Mstep: Class 45 contains 143018 members 
Mstep: Class 46 contains 480 members 
Mstep: Class 47 contains 4070 members 
Mstep: Class 48 contains 3151 members 
Mstep: Class 49 contains 11382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100307032.000000 Penalty: 108431.960938
Iteration 151Q: 50 clusters Score -1.00307e+08 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 7273 members 
Mstep: Class 2 contains 2941 members 
Mstep: Class 3 contains 13713 members 
Mstep: Class 4 contains 2381 members 
Mstep: Class 5 contains 2722 members 
Mstep: Class 6 contains 2014 members 
Mstep: Class 7 contains 75421 members 
Mstep: Class 8 contains 11209 members 
Mstep: Class 9 contains 44973 members 
Mstep: Class 10 contains 14236 members 
Mstep: Class 11 contains 42235 members 
Mstep: Class 12 contains 47065 members 
Mstep: Class 13 contains 32134 members 
Mstep: Class 14 contains 3200 members 
Mstep: Class 15 contains 12621 members 
Mstep: Class 16 contains 29663 members 
Mstep: Class 17 contains 15116 members 
Mstep: Class 18 contains 13970 members 
Mstep: Class 19 contains 26068 members 
Mstep: Class 20 contains 1985 members 
Mstep: Class 21 contains 13391 members 
Mstep: Class 22 contains 435 members 
Mstep: Class 23 contains 27680 members 
Mstep: Class 24 contains 8423 members 
Mstep: Class 25 contains 33623 members 
Mstep: Class 26 contains 5962 members 
Mstep: Class 27 contains 26934 members 
Mstep: Class 28 contains 25940 members 
Mstep: Class 29 contains 19055 members 
Mstep: Class 30 contains 4099 members 
Mstep: Class 31 contains 17975 members 
Mstep: Class 32 contains 4825 members 
Mstep: Class 33 contains 4020 members 
Mstep: Class 34 contains 2331 members 
Mstep: Class 35 contains 5210 members 
Mstep: Class 36 contains 3582 members 
Mstep: Class 37 contains 2732 members 
Mstep: Class 38 contains 2131 members 
Mstep: Class 39 contains 1041 members 
Mstep: Class 40 contains 22159 members 
Mstep: Class 41 contains 3086 members 
Mstep: Class 42 contains 4837 members 
Mstep: Class 43 contains 12728 members 
Mstep: Class 44 contains 5306 members 
Mstep: Class 45 contains 143018 members 
Mstep: Class 46 contains 480 members 
Mstep: Class 47 contains 4066 members 
Mstep: Class 48 contains 3151 members 
Mstep: Class 49 contains 11415 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100307208.000000 Penalty: 108431.960938
Iteration 152Q: 50 clusters Score -1.003072e+08 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 7282 members 
Mstep: Class 2 contains 2944 members 
Mstep: Class 3 contains 13718 members 
Mstep: Class 4 contains 2381 members 
Mstep: Class 5 contains 2723 members 
Mstep: Class 6 contains 2014 members 
Mstep: Class 7 contains 75416 members 
Mstep: Class 8 contains 11211 members 
Mstep: Class 9 contains 44976 members 
Mstep: Class 10 contains 14236 members 
Mstep: Class 11 contains 42232 members 
Mstep: Class 12 contains 47060 members 
Mstep: Class 13 contains 32123 members 
Mstep: Class 14 contains 3200 members 
Mstep: Class 15 contains 12603 members 
Mstep: Class 16 contains 29662 members 
Mstep: Class 17 contains 15112 members 
Mstep: Class 18 contains 13970 members 
Mstep: Class 19 contains 26072 members 
Mstep: Class 20 contains 1985 members 
Mstep: Class 21 contains 13391 members 
Mstep: Class 22 contains 435 members 
Mstep: Class 23 contains 27703 members 
Mstep: Class 24 contains 8423 members 
Mstep: Class 25 contains 33629 members 
Mstep: Class 26 contains 5955 members 
Mstep: Class 27 contains 26903 members 
Mstep: Class 28 contains 25938 members 
Mstep: Class 29 contains 19048 members 
Mstep: Class 30 contains 4100 members 
Mstep: Class 31 contains 17972 members 
Mstep: Class 32 contains 4825 members 
Mstep: Class 33 contains 4022 members 
Mstep: Class 34 contains 2331 members 
Mstep: Class 35 contains 5210 members 
Mstep: Class 36 contains 3583 members 
Mstep: Class 37 contains 2731 members 
Mstep: Class 38 contains 2130 members 
Mstep: Class 39 contains 1041 members 
Mstep: Class 40 contains 22159 members 
Mstep: Class 41 contains 3087 members 
Mstep: Class 42 contains 4835 members 
Mstep: Class 43 contains 12731 members 
Mstep: Class 44 contains 5307 members 
Mstep: Class 45 contains 143018 members 
Mstep: Class 46 contains 480 members 
Mstep: Class 47 contains 4066 members 
Mstep: Class 48 contains 3151 members 
Mstep: Class 49 contains 11451 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100307288.000000 Penalty: 108431.960938
Iteration 153Q: 50 clusters Score -1.003073e+08 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 7295 members 
Mstep: Class 2 contains 2945 members 
Mstep: Class 3 contains 13716 members 
Mstep: Class 4 contains 2380 members 
Mstep: Class 5 contains 2725 members 
Mstep: Class 6 contains 2014 members 
Mstep: Class 7 contains 75411 members 
Mstep: Class 8 contains 11212 members 
Mstep: Class 9 contains 44975 members 
Mstep: Class 10 contains 14236 members 
Mstep: Class 11 contains 42233 members 
Mstep: Class 12 contains 47057 members 
Mstep: Class 13 contains 32105 members 
Mstep: Class 14 contains 3201 members 
Mstep: Class 15 contains 12592 members 
Mstep: Class 16 contains 29660 members 
Mstep: Class 17 contains 15109 members 
Mstep: Class 18 contains 13969 members 
Mstep: Class 19 contains 26069 members 
Mstep: Class 20 contains 1986 members 
Mstep: Class 21 contains 13391 members 
Mstep: Class 22 contains 435 members 
Mstep: Class 23 contains 27721 members 
Mstep: Class 24 contains 8423 members 
Mstep: Class 25 contains 33635 members 
Mstep: Class 26 contains 5957 members 
Mstep: Class 27 contains 26876 members 
Mstep: Class 28 contains 25936 members 
Mstep: Class 29 contains 19050 members 
Mstep: Class 30 contains 4102 members 
Mstep: Class 31 contains 17969 members 
Mstep: Class 32 contains 4824 members 
Mstep: Class 33 contains 4022 members 
Mstep: Class 34 contains 2331 members 
Mstep: Class 35 contains 5210 members 
Mstep: Class 36 contains 3582 members 
Mstep: Class 37 contains 2732 members 
Mstep: Class 38 contains 2130 members 
Mstep: Class 39 contains 1041 members 
Mstep: Class 40 contains 22160 members 
Mstep: Class 41 contains 3087 members 
Mstep: Class 42 contains 4835 members 
Mstep: Class 43 contains 12734 members 
Mstep: Class 44 contains 5310 members 
Mstep: Class 45 contains 143020 members 
Mstep: Class 46 contains 480 members 
Mstep: Class 47 contains 4064 members 
Mstep: Class 48 contains 3151 members 
Mstep: Class 49 contains 11477 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100307336.000000 Penalty: 108431.960938
Iteration 154Q: 50 clusters Score -1.003073e+08 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 7304 members 
Mstep: Class 2 contains 2945 members 
Mstep: Class 3 contains 13724 members 
Mstep: Class 4 contains 2381 members 
Mstep: Class 5 contains 2726 members 
Mstep: Class 6 contains 2014 members 
Mstep: Class 7 contains 75414 members 
Mstep: Class 8 contains 11212 members 
Mstep: Class 9 contains 44977 members 
Mstep: Class 10 contains 14236 members 
Mstep: Class 11 contains 42233 members 
Mstep: Class 12 contains 47056 members 
Mstep: Class 13 contains 32088 members 
Mstep: Class 14 contains 3203 members 
Mstep: Class 15 contains 12581 members 
Mstep: Class 16 contains 29655 members 
Mstep: Class 17 contains 15107 members 
Mstep: Class 18 contains 13970 members 
Mstep: Class 19 contains 26064 members 
Mstep: Class 20 contains 1986 members 
Mstep: Class 21 contains 13390 members 
Mstep: Class 22 contains 435 members 
Mstep: Class 23 contains 27729 members 
Mstep: Class 24 contains 8423 members 
Mstep: Class 25 contains 33641 members 
Mstep: Class 26 contains 5952 members 
Mstep: Class 27 contains 26852 members 
Mstep: Class 28 contains 25931 members 
Mstep: Class 29 contains 19050 members 
Mstep: Class 30 contains 4102 members 
Mstep: Class 31 contains 17968 members 
Mstep: Class 32 contains 4824 members 
Mstep: Class 33 contains 4023 members 
Mstep: Class 34 contains 2331 members 
Mstep: Class 35 contains 5211 members 
Mstep: Class 36 contains 3582 members 
Mstep: Class 37 contains 2733 members 
Mstep: Class 38 contains 2129 members 
Mstep: Class 39 contains 1041 members 
Mstep: Class 40 contains 22161 members 
Mstep: Class 41 contains 3087 members 
Mstep: Class 42 contains 4835 members 
Mstep: Class 43 contains 12739 members 
Mstep: Class 44 contains 5311 members 
Mstep: Class 45 contains 143026 members 
Mstep: Class 46 contains 480 members 
Mstep: Class 47 contains 4063 members 
Mstep: Class 48 contains 3151 members 
Mstep: Class 49 contains 11499 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100307352.000000 Penalty: 108431.960938
Iteration 155Q: 50 clusters Score -1.003074e+08 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 7313 members 
Mstep: Class 2 contains 2946 members 
Mstep: Class 3 contains 13730 members 
Mstep: Class 4 contains 2381 members 
Mstep: Class 5 contains 2726 members 
Mstep: Class 6 contains 2014 members 
Mstep: Class 7 contains 75421 members 
Mstep: Class 8 contains 11208 members 
Mstep: Class 9 contains 44978 members 
Mstep: Class 10 contains 14236 members 
Mstep: Class 11 contains 42232 members 
Mstep: Class 12 contains 47051 members 
Mstep: Class 13 contains 32077 members 
Mstep: Class 14 contains 3204 members 
Mstep: Class 15 contains 12569 members 
Mstep: Class 16 contains 29650 members 
Mstep: Class 17 contains 15104 members 
Mstep: Class 18 contains 13970 members 
Mstep: Class 19 contains 26061 members 
Mstep: Class 20 contains 1986 members 
Mstep: Class 21 contains 13390 members 
Mstep: Class 22 contains 435 members 
Mstep: Class 23 contains 27736 members 
Mstep: Class 24 contains 8423 members 
Mstep: Class 25 contains 33646 members 
Mstep: Class 26 contains 5950 members 
Mstep: Class 27 contains 26820 members 
Mstep: Class 28 contains 25932 members 
Mstep: Class 29 contains 19051 members 
Mstep: Class 30 contains 4102 members 
Mstep: Class 31 contains 17966 members 
Mstep: Class 32 contains 4824 members 
Mstep: Class 33 contains 4026 members 
Mstep: Class 34 contains 2331 members 
Mstep: Class 35 contains 5213 members 
Mstep: Class 36 contains 3584 members 
Mstep: Class 37 contains 2733 members 
Mstep: Class 38 contains 2129 members 
Mstep: Class 39 contains 1041 members 
Mstep: Class 40 contains 22166 members 
Mstep: Class 41 contains 3087 members 
Mstep: Class 42 contains 4836 members 
Mstep: Class 43 contains 12743 members 
Mstep: Class 44 contains 5313 members 
Mstep: Class 45 contains 143028 members 
Mstep: Class 46 contains 480 members 
Mstep: Class 47 contains 4063 members 
Mstep: Class 48 contains 3151 members 
Mstep: Class 49 contains 11519 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100307264.000000 Penalty: 108431.960938
Iteration 156Q: 50 clusters Score -1.003073e+08 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 7320 members 
Mstep: Class 2 contains 2946 members 
Mstep: Class 3 contains 13731 members 
Mstep: Class 4 contains 2382 members 
Mstep: Class 5 contains 2725 members 
Mstep: Class 6 contains 2014 members 
Mstep: Class 7 contains 75418 members 
Mstep: Class 8 contains 11208 members 
Mstep: Class 9 contains 44975 members 
Mstep: Class 10 contains 14237 members 
Mstep: Class 11 contains 42231 members 
Mstep: Class 12 contains 47051 members 
Mstep: Class 13 contains 32071 members 
Mstep: Class 14 contains 3204 members 
Mstep: Class 15 contains 12554 members 
Mstep: Class 16 contains 29643 members 
Mstep: Class 17 contains 15101 members 
Mstep: Class 18 contains 13970 members 
Mstep: Class 19 contains 26062 members 
Mstep: Class 20 contains 1986 members 
Mstep: Class 21 contains 13390 members 
Mstep: Class 22 contains 435 members 
Mstep: Class 23 contains 27753 members 
Mstep: Class 24 contains 8424 members 
Mstep: Class 25 contains 33651 members 
Mstep: Class 26 contains 5948 members 
Mstep: Class 27 contains 26800 members 
Mstep: Class 28 contains 25931 members 
Mstep: Class 29 contains 19052 members 
Mstep: Class 30 contains 4102 members 
Mstep: Class 31 contains 17963 members 
Mstep: Class 32 contains 4824 members 
Mstep: Class 33 contains 4025 members 
Mstep: Class 34 contains 2331 members 
Mstep: Class 35 contains 5213 members 
Mstep: Class 36 contains 3585 members 
Mstep: Class 37 contains 2734 members 
Mstep: Class 38 contains 2129 members 
Mstep: Class 39 contains 1041 members 
Mstep: Class 40 contains 22168 members 
Mstep: Class 41 contains 3089 members 
Mstep: Class 42 contains 4836 members 
Mstep: Class 43 contains 12743 members 
Mstep: Class 44 contains 5317 members 
Mstep: Class 45 contains 143031 members 
Mstep: Class 46 contains 480 members 
Mstep: Class 47 contains 4062 members 
Mstep: Class 48 contains 3151 members 
Mstep: Class 49 contains 11538 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100307240.000000 Penalty: 108431.960938
Iteration 157Q: 50 clusters Score -1.003072e+08 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 7323 members 
Mstep: Class 2 contains 2946 members 
Mstep: Class 3 contains 13737 members 
Mstep: Class 4 contains 2382 members 
Mstep: Class 5 contains 2724 members 
Mstep: Class 6 contains 2014 members 
Mstep: Class 7 contains 75409 members 
Mstep: Class 8 contains 11207 members 
Mstep: Class 9 contains 44979 members 
Mstep: Class 10 contains 14238 members 
Mstep: Class 11 contains 42228 members 
Mstep: Class 12 contains 47049 members 
Mstep: Class 13 contains 32062 members 
Mstep: Class 14 contains 3207 members 
Mstep: Class 15 contains 12540 members 
Mstep: Class 16 contains 29637 members 
Mstep: Class 17 contains 15097 members 
Mstep: Class 18 contains 13970 members 
Mstep: Class 19 contains 26063 members 
Mstep: Class 20 contains 1986 members 
Mstep: Class 21 contains 13390 members 
Mstep: Class 22 contains 435 members 
Mstep: Class 23 contains 27768 members 
Mstep: Class 24 contains 8424 members 
Mstep: Class 25 contains 33659 members 
Mstep: Class 26 contains 5941 members 
Mstep: Class 27 contains 26775 members 
Mstep: Class 28 contains 25932 members 
Mstep: Class 29 contains 19056 members 
Mstep: Class 30 contains 4102 members 
Mstep: Class 31 contains 17962 members 
Mstep: Class 32 contains 4824 members 
Mstep: Class 33 contains 4032 members 
Mstep: Class 34 contains 2331 members 
Mstep: Class 35 contains 5213 members 
Mstep: Class 36 contains 3586 members 
Mstep: Class 37 contains 2736 members 
Mstep: Class 38 contains 2129 members 
Mstep: Class 39 contains 1041 members 
Mstep: Class 40 contains 22171 members 
Mstep: Class 41 contains 3089 members 
Mstep: Class 42 contains 4835 members 
Mstep: Class 43 contains 12743 members 
Mstep: Class 44 contains 5318 members 
Mstep: Class 45 contains 143035 members 
Mstep: Class 46 contains 480 members 
Mstep: Class 47 contains 4060 members 
Mstep: Class 48 contains 3151 members 
Mstep: Class 49 contains 11559 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100307192.000000 Penalty: 108431.960938
Iteration 158Q: 50 clusters Score -1.003072e+08 nChanged 135
Entering ConstructFrom: 
Score: -100307192.000000 Penalty: 108431.960938
Entering ConstructFrom: 
Trying to split cluster 1 (7328 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7328 members 
Entering Unmasked Estep 
Score: -889081.375000 Penalty: 1446.161865
	Iteration 0F: 2 clusters Score -889081.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -883596.125000 Penalty: 2892.323730
	Iteration 0F: 3 clusters Score -883596.1 nChanged 3114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -885412.875000 Penalty: 2892.323730
	Iteration 1F: 3 clusters Score -885412.9 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -885887.312500 Penalty: 2892.323730
	Iteration 2F: 3 clusters Score -885887.3 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -886360.875000 Penalty: 2892.323730
	Iteration 3F: 3 clusters Score -886360.9 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -886808.437500 Penalty: 2892.323730
	Iteration 4F: 3 clusters Score -886808.4 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -887188.812500 Penalty: 2892.323730
	Iteration 5F: 3 clusters Score -887188.8 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -887529.937500 Penalty: 2892.323730
	Iteration 6F: 3 clusters Score -887529.9 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5307 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -887883.875000 Penalty: 2892.323730
	Iteration 7F: 3 clusters Score -887883.9 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5561 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -888195.250000 Penalty: 2892.323730
	Iteration 8Q: 3 clusters Score -888195.2 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5742 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -888430.437500 Penalty: 2892.323730
	Iteration 9Q: 3 clusters Score -888430.4 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5857 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -888577.562500 Penalty: 2892.323730
	Iteration 10Q: 3 clusters Score -888577.6 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -888672.875000 Penalty: 2892.323730
	Iteration 11Q: 3 clusters Score -888672.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5996 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -888730.187500 Penalty: 2892.323730
	Iteration 12Q: 3 clusters Score -888730.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6031 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -888764.562500 Penalty: 2892.323730
	Iteration 13Q: 3 clusters Score -888764.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6063 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -888792.312500 Penalty: 2892.323730
	Iteration 14Q: 3 clusters Score -888792.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6088 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -888806.437500 Penalty: 2892.323730
	Iteration 15Q: 3 clusters Score -888806.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6101 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -888815.500000 Penalty: 2892.323730
	Iteration 16Q: 3 clusters Score -888815.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6112 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -888822.375000 Penalty: 2892.323730
	Iteration 17Q: 3 clusters Score -888822.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6121 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -888833.750000 Penalty: 2892.323730
	Iteration 18Q: 3 clusters Score -888833.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6142 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -888846.875000 Penalty: 2892.323730
	Iteration 19Q: 3 clusters Score -888846.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6156 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -888862.062500 Penalty: 2892.323730
	Iteration 20F: 3 clusters Score -888862.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6168 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -888868.125000 Penalty: 2892.323730
	Iteration 21Q: 3 clusters Score -888868.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6176 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -888877.562500 Penalty: 2892.323730
	Iteration 22Q: 3 clusters Score -888877.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6182 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -888879.875000 Penalty: 2892.323730
	Iteration 23Q: 3 clusters Score -888879.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6192 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -888888.000000 Penalty: 2892.323730
	Iteration 24Q: 3 clusters Score -888888 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6201 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -888893.125000 Penalty: 2892.323730
	Iteration 25Q: 3 clusters Score -888893.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6203 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -888894.187500 Penalty: 2892.323730
	Iteration 26Q: 3 clusters Score -888894.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6205 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -888894.687500 Penalty: 2892.323730
	Iteration 27Q: 3 clusters Score -888894.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6207 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -888896.187500 Penalty: 2892.323730
	Iteration 28Q: 3 clusters Score -888896.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6207 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -888895.437500 Penalty: 2892.323730
	Iteration 29Q: 3 clusters Score -888895.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6208 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -888897.312500 Penalty: 2892.323730
	Iteration 30Q: 3 clusters Score -888897.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6210 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -888898.250000 Penalty: 2892.323730
	Iteration 31Q: 3 clusters Score -888898.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6212 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -888901.125000 Penalty: 2892.323730
	Iteration 32Q: 3 clusters Score -888901.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6215 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -888901.687500 Penalty: 2892.323730
	Iteration 33Q: 3 clusters Score -888901.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6215 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -888901.687500 Penalty: 2892.323730
	Iteration 34F: 3 clusters Score -888901.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (2946 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Entering Unmasked Estep 
Score: -356367.437500 Penalty: 1298.083130
	Iteration 0F: 2 clusters Score -356367.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -353710.562500 Penalty: 2596.166260
	Iteration 0F: 3 clusters Score -353710.6 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -354393.531250 Penalty: 2596.166260
	Iteration 1F: 3 clusters Score -354393.5 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -354526.531250 Penalty: 2596.166260
	Iteration 2F: 3 clusters Score -354526.5 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -354617.093750 Penalty: 2596.166260
	Iteration 3Q: 3 clusters Score -354617.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -354688.250000 Penalty: 2596.166260
	Iteration 4Q: 3 clusters Score -354688.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -354761.812500 Penalty: 2596.166260
	Iteration 5Q: 3 clusters Score -354761.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -354838.031250 Penalty: 2596.166260
	Iteration 6Q: 3 clusters Score -354838 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -354899.281250 Penalty: 2596.166260
	Iteration 7Q: 3 clusters Score -354899.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -354939.468750 Penalty: 2596.166260
	Iteration 8Q: 3 clusters Score -354939.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -354976.250000 Penalty: 2596.166260
	Iteration 9Q: 3 clusters Score -354976.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -355011.187500 Penalty: 2596.166260
	Iteration 10Q: 3 clusters Score -355011.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -355037.468750 Penalty: 2596.166260
	Iteration 11Q: 3 clusters Score -355037.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -355055.750000 Penalty: 2596.166260
	Iteration 12Q: 3 clusters Score -355055.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -355073.031250 Penalty: 2596.166260
	Iteration 13Q: 3 clusters Score -355073 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -355090.062500 Penalty: 2596.166260
	Iteration 14Q: 3 clusters Score -355090.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -355109.218750 Penalty: 2596.166260
	Iteration 15Q: 3 clusters Score -355109.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -355128.656250 Penalty: 2596.166260
	Iteration 16Q: 3 clusters Score -355128.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -355151.218750 Penalty: 2596.166260
	Iteration 17Q: 3 clusters Score -355151.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -355168.093750 Penalty: 2596.166260
	Iteration 18Q: 3 clusters Score -355168.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -355185.718750 Penalty: 2596.166260
	Iteration 19Q: 3 clusters Score -355185.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -355198.968750 Penalty: 2596.166260
	Iteration 20F: 3 clusters Score -355199 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -355208.687500 Penalty: 2596.166260
	Iteration 21Q: 3 clusters Score -355208.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -355217.656250 Penalty: 2596.166260
	Iteration 22Q: 3 clusters Score -355217.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -355227.281250 Penalty: 2596.166260
	Iteration 23Q: 3 clusters Score -355227.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -355233.843750 Penalty: 2596.166260
	Iteration 24Q: 3 clusters Score -355233.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -355237.875000 Penalty: 2596.166260
	Iteration 25Q: 3 clusters Score -355237.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -355243.718750 Penalty: 2596.166260
	Iteration 26Q: 3 clusters Score -355243.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -355247.750000 Penalty: 2596.166260
	Iteration 27Q: 3 clusters Score -355247.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -355256.656250 Penalty: 2596.166260
	Iteration 28Q: 3 clusters Score -355256.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -355264.968750 Penalty: 2596.166260
	Iteration 29Q: 3 clusters Score -355265 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -355278.781250 Penalty: 2596.166260
	Iteration 30Q: 3 clusters Score -355278.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -355290.125000 Penalty: 2596.166260
	Iteration 31Q: 3 clusters Score -355290.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -355300.312500 Penalty: 2596.166260
	Iteration 32Q: 3 clusters Score -355300.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -355313.750000 Penalty: 2596.166260
	Iteration 33Q: 3 clusters Score -355313.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -355325.718750 Penalty: 2596.166260
	Iteration 34Q: 3 clusters Score -355325.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -355338.093750 Penalty: 2596.166260
	Iteration 35Q: 3 clusters Score -355338.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -355350.406250 Penalty: 2596.166260
	Iteration 36Q: 3 clusters Score -355350.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -355358.750000 Penalty: 2596.166260
	Iteration 37Q: 3 clusters Score -355358.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -355369.312500 Penalty: 2596.166260
	Iteration 38Q: 3 clusters Score -355369.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -355376.500000 Penalty: 2596.166260
	Iteration 39Q: 3 clusters Score -355376.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -355386.437500 Penalty: 2596.166260
	Iteration 40F: 3 clusters Score -355386.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -355398.781250 Penalty: 2596.166260
	Iteration 41Q: 3 clusters Score -355398.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -355408.281250 Penalty: 2596.166260
	Iteration 42Q: 3 clusters Score -355408.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -355424.718750 Penalty: 2596.166260
	Iteration 43Q: 3 clusters Score -355424.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -355436.937500 Penalty: 2596.166260
	Iteration 44Q: 3 clusters Score -355436.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -355446.281250 Penalty: 2596.166260
	Iteration 45Q: 3 clusters Score -355446.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -355456.281250 Penalty: 2596.166260
	Iteration 46Q: 3 clusters Score -355456.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -355470.750000 Penalty: 2596.166260
	Iteration 47Q: 3 clusters Score -355470.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -355479.937500 Penalty: 2596.166260
	Iteration 48Q: 3 clusters Score -355479.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -355480.437500 Penalty: 2596.166260
	Iteration 49Q: 3 clusters Score -355480.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -355480.437500 Penalty: 2596.166260
	Iteration 50F: 3 clusters Score -355480.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (13739 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13739 members 
Entering Unmasked Estep 
Score: -1596013.875000 Penalty: 1548.299072
	Iteration 0F: 2 clusters Score -1596014 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6899 members 
Mstep: Class 2 contains 6840 members 
Entering Unmasked Estep 
Score: -1586421.000000 Penalty: 3096.598145
	Iteration 0F: 3 clusters Score -1586421 nChanged 6094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7031 members 
Mstep: Class 2 contains 6708 members 
Entering Unmasked Estep 
Score: -1589890.750000 Penalty: 3096.598145
	Iteration 1F: 3 clusters Score -1589891 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7126 members 
Mstep: Class 2 contains 6613 members 
Entering Unmasked Estep 
Score: -1590406.875000 Penalty: 3096.598145
	Iteration 2F: 3 clusters Score -1590407 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7255 members 
Mstep: Class 2 contains 6484 members 
Entering Unmasked Estep 
Score: -1590986.250000 Penalty: 3096.598145
	Iteration 3F: 3 clusters Score -1590986 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7340 members 
Mstep: Class 2 contains 6399 members 
Entering Unmasked Estep 
Score: -1591618.125000 Penalty: 3096.598145
	Iteration 4F: 3 clusters Score -1591618 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7417 members 
Mstep: Class 2 contains 6322 members 
Entering Unmasked Estep 
Score: -1592312.625000 Penalty: 3096.598145
	Iteration 5F: 3 clusters Score -1592313 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7450 members 
Mstep: Class 2 contains 6289 members 
Entering Unmasked Estep 
Score: -1592916.000000 Penalty: 3096.598145
	Iteration 6F: 3 clusters Score -1592916 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7426 members 
Mstep: Class 2 contains 6313 members 
Entering Unmasked Estep 
Score: -1593247.000000 Penalty: 3096.598145
	Iteration 7Q: 3 clusters Score -1593247 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7404 members 
Mstep: Class 2 contains 6335 members 
Entering Unmasked Estep 
Score: -1593449.125000 Penalty: 3096.598145
	Iteration 8Q: 3 clusters Score -1593449 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7368 members 
Mstep: Class 2 contains 6371 members 
Entering Unmasked Estep 
Score: -1593575.000000 Penalty: 3096.598145
	Iteration 9Q: 3 clusters Score -1593575 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7306 members 
Mstep: Class 2 contains 6433 members 
Entering Unmasked Estep 
Score: -1593644.500000 Penalty: 3096.598145
	Iteration 10Q: 3 clusters Score -1593644 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7249 members 
Mstep: Class 2 contains 6490 members 
Entering Unmasked Estep 
Score: -1593697.000000 Penalty: 3096.598145
	Iteration 11Q: 3 clusters Score -1593697 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7188 members 
Mstep: Class 2 contains 6551 members 
Entering Unmasked Estep 
Score: -1593723.250000 Penalty: 3096.598145
	Iteration 12Q: 3 clusters Score -1593723 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7135 members 
Mstep: Class 2 contains 6604 members 
Entering Unmasked Estep 
Score: -1593750.000000 Penalty: 3096.598145
	Iteration 13Q: 3 clusters Score -1593750 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7055 members 
Mstep: Class 2 contains 6684 members 
Entering Unmasked Estep 
Score: -1593765.125000 Penalty: 3096.598145
	Iteration 14Q: 3 clusters Score -1593765 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6970 members 
Mstep: Class 2 contains 6769 members 
Entering Unmasked Estep 
Score: -1593788.000000 Penalty: 3096.598145
	Iteration 15Q: 3 clusters Score -1593788 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6900 members 
Mstep: Class 2 contains 6839 members 
Entering Unmasked Estep 
Score: -1593808.250000 Penalty: 3096.598145
	Iteration 16Q: 3 clusters Score -1593808 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6830 members 
Mstep: Class 2 contains 6909 members 
Entering Unmasked Estep 
Score: -1593824.625000 Penalty: 3096.598145
	Iteration 17Q: 3 clusters Score -1593825 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6773 members 
Mstep: Class 2 contains 6966 members 
Entering Unmasked Estep 
Score: -1593839.500000 Penalty: 3096.598145
	Iteration 18Q: 3 clusters Score -1593840 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6715 members 
Mstep: Class 2 contains 7024 members 
Entering Unmasked Estep 
Score: -1593847.875000 Penalty: 3096.598145
	Iteration 19Q: 3 clusters Score -1593848 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6661 members 
Mstep: Class 2 contains 7078 members 
Entering Unmasked Estep 
Score: -1593859.500000 Penalty: 3096.598145
	Iteration 20F: 3 clusters Score -1593860 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6598 members 
Mstep: Class 2 contains 7141 members 
Entering Unmasked Estep 
Score: -1593875.500000 Penalty: 3096.598145
	Iteration 21Q: 3 clusters Score -1593876 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6534 members 
Mstep: Class 2 contains 7205 members 
Entering Unmasked Estep 
Score: -1593886.625000 Penalty: 3096.598145
	Iteration 22Q: 3 clusters Score -1593887 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6479 members 
Mstep: Class 2 contains 7260 members 
Entering Unmasked Estep 
Score: -1593894.500000 Penalty: 3096.598145
	Iteration 23Q: 3 clusters Score -1593894 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6424 members 
Mstep: Class 2 contains 7315 members 
Entering Unmasked Estep 
Score: -1593913.625000 Penalty: 3096.598145
	Iteration 24Q: 3 clusters Score -1593914 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6354 members 
Mstep: Class 2 contains 7385 members 
Entering Unmasked Estep 
Score: -1593927.750000 Penalty: 3096.598145
	Iteration 25Q: 3 clusters Score -1593928 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6286 members 
Mstep: Class 2 contains 7453 members 
Entering Unmasked Estep 
Score: -1593943.375000 Penalty: 3096.598145
	Iteration 26Q: 3 clusters Score -1593943 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6226 members 
Mstep: Class 2 contains 7513 members 
Entering Unmasked Estep 
Score: -1593958.125000 Penalty: 3096.598145
	Iteration 27Q: 3 clusters Score -1593958 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6141 members 
Mstep: Class 2 contains 7598 members 
Entering Unmasked Estep 
Score: -1593982.250000 Penalty: 3096.598145
	Iteration 28Q: 3 clusters Score -1593982 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6048 members 
Mstep: Class 2 contains 7691 members 
Entering Unmasked Estep 
Score: -1594001.125000 Penalty: 3096.598145
	Iteration 29Q: 3 clusters Score -1594001 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5960 members 
Mstep: Class 2 contains 7779 members 
Entering Unmasked Estep 
Score: -1594015.875000 Penalty: 3096.598145
	Iteration 30Q: 3 clusters Score -1594016 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5869 members 
Mstep: Class 2 contains 7870 members 
Entering Unmasked Estep 
Score: -1594029.625000 Penalty: 3096.598145
	Iteration 31Q: 3 clusters Score -1594030 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5768 members 
Mstep: Class 2 contains 7971 members 
Entering Unmasked Estep 
Score: -1594050.125000 Penalty: 3096.598145
	Iteration 32Q: 3 clusters Score -1594050 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 8064 members 
Entering Unmasked Estep 
Score: -1594066.250000 Penalty: 3096.598145
	Iteration 33Q: 3 clusters Score -1594066 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5573 members 
Mstep: Class 2 contains 8166 members 
Entering Unmasked Estep 
Score: -1594089.875000 Penalty: 3096.598145
	Iteration 34Q: 3 clusters Score -1594090 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5474 members 
Mstep: Class 2 contains 8265 members 
Entering Unmasked Estep 
Score: -1594113.625000 Penalty: 3096.598145
	Iteration 35Q: 3 clusters Score -1594114 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5369 members 
Mstep: Class 2 contains 8370 members 
Entering Unmasked Estep 
Score: -1594137.250000 Penalty: 3096.598145
	Iteration 36Q: 3 clusters Score -1594137 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 8482 members 
Entering Unmasked Estep 
Score: -1594161.750000 Penalty: 3096.598145
	Iteration 37Q: 3 clusters Score -1594162 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 8589 members 
Entering Unmasked Estep 
Score: -1594192.625000 Penalty: 3096.598145
	Iteration 38Q: 3 clusters Score -1594193 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5048 members 
Mstep: Class 2 contains 8691 members 
Entering Unmasked Estep 
Score: -1594211.250000 Penalty: 3096.598145
	Iteration 39Q: 3 clusters Score -1594211 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 8796 members 
Entering Unmasked Estep 
Score: -1594239.375000 Penalty: 3096.598145
	Iteration 40F: 3 clusters Score -1594239 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Mstep: Class 2 contains 8894 members 
Entering Unmasked Estep 
Score: -1594266.125000 Penalty: 3096.598145
	Iteration 41Q: 3 clusters Score -1594266 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 9008 members 
Entering Unmasked Estep 
Score: -1594297.375000 Penalty: 3096.598145
	Iteration 42Q: 3 clusters Score -1594297 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 9119 members 
Entering Unmasked Estep 
Score: -1594326.625000 Penalty: 3096.598145
	Iteration 43Q: 3 clusters Score -1594327 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 9229 members 
Entering Unmasked Estep 
Score: -1594344.125000 Penalty: 3096.598145
	Iteration 44Q: 3 clusters Score -1594344 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 9331 members 
Entering Unmasked Estep 
Score: -1594367.000000 Penalty: 3096.598145
	Iteration 45Q: 3 clusters Score -1594367 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 9426 members 
Entering Unmasked Estep 
Score: -1594397.250000 Penalty: 3096.598145
	Iteration 46Q: 3 clusters Score -1594397 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 9531 members 
Entering Unmasked Estep 
Score: -1594428.750000 Penalty: 3096.598145
	Iteration 47Q: 3 clusters Score -1594429 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 9636 members 
Entering Unmasked Estep 
Score: -1594462.000000 Penalty: 3096.598145
	Iteration 48Q: 3 clusters Score -1594462 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 9748 members 
Entering Unmasked Estep 
Score: -1594509.125000 Penalty: 3096.598145
	Iteration 49Q: 3 clusters Score -1594509 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 9875 members 
Entering Unmasked Estep 
Score: -1594549.500000 Penalty: 3096.598145
	Iteration 50Q: 3 clusters Score -1594550 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 10002 members 
Entering Unmasked Estep 
Score: -1594597.375000 Penalty: 3096.598145
	Iteration 51Q: 3 clusters Score -1594597 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 10135 members 
Entering Unmasked Estep 
Score: -1594636.125000 Penalty: 3096.598145
	Iteration 52Q: 3 clusters Score -1594636 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 10247 members 
Entering Unmasked Estep 
Score: -1594668.375000 Penalty: 3096.598145
	Iteration 53Q: 3 clusters Score -1594668 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 10365 members 
Entering Unmasked Estep 
Score: -1594705.500000 Penalty: 3096.598145
	Iteration 54Q: 3 clusters Score -1594706 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 10476 members 
Entering Unmasked Estep 
Score: -1594735.750000 Penalty: 3096.598145
	Iteration 55Q: 3 clusters Score -1594736 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 10597 members 
Entering Unmasked Estep 
Score: -1594781.750000 Penalty: 3096.598145
	Iteration 56Q: 3 clusters Score -1594782 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 10724 members 
Entering Unmasked Estep 
Score: -1594827.875000 Penalty: 3096.598145
	Iteration 57Q: 3 clusters Score -1594828 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 10850 members 
Entering Unmasked Estep 
Score: -1594877.875000 Penalty: 3096.598145
	Iteration 58Q: 3 clusters Score -1594878 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 10972 members 
Entering Unmasked Estep 
Score: -1594921.125000 Penalty: 3096.598145
	Iteration 59Q: 3 clusters Score -1594921 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 11082 members 
Entering Unmasked Estep 
Score: -1594978.625000 Penalty: 3096.598145
	Iteration 60F: 3 clusters Score -1594979 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 11190 members 
Entering Unmasked Estep 
Score: -1595023.625000 Penalty: 3096.598145
	Iteration 61Q: 3 clusters Score -1595024 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 11302 members 
Entering Unmasked Estep 
Score: -1595079.625000 Penalty: 3096.598145
	Iteration 62Q: 3 clusters Score -1595080 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 11396 members 
Entering Unmasked Estep 
Score: -1595141.250000 Penalty: 3096.598145
	Iteration 63Q: 3 clusters Score -1595141 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 11490 members 
Entering Unmasked Estep 
Score: -1595194.000000 Penalty: 3096.598145
	Iteration 64Q: 3 clusters Score -1595194 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 11577 members 
Entering Unmasked Estep 
Score: -1595250.750000 Penalty: 3096.598145
	Iteration 65Q: 3 clusters Score -1595251 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 11644 members 
Entering Unmasked Estep 
Score: -1595294.125000 Penalty: 3096.598145
	Iteration 66Q: 3 clusters Score -1595294 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 11711 members 
Entering Unmasked Estep 
Score: -1595340.375000 Penalty: 3096.598145
	Iteration 67Q: 3 clusters Score -1595340 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 11780 members 
Entering Unmasked Estep 
Score: -1595392.125000 Penalty: 3096.598145
	Iteration 68Q: 3 clusters Score -1595392 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 11839 members 
Entering Unmasked Estep 
Score: -1595435.375000 Penalty: 3096.598145
	Iteration 69Q: 3 clusters Score -1595435 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 11887 members 
Entering Unmasked Estep 
Score: -1595469.000000 Penalty: 3096.598145
	Iteration 70Q: 3 clusters Score -1595469 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 11927 members 
Entering Unmasked Estep 
Score: -1595494.875000 Penalty: 3096.598145
	Iteration 71Q: 3 clusters Score -1595495 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 11965 members 
Entering Unmasked Estep 
Score: -1595509.125000 Penalty: 3096.598145
	Iteration 72Q: 3 clusters Score -1595509 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 11978 members 
Entering Unmasked Estep 
Score: -1595517.250000 Penalty: 3096.598145
	Iteration 73Q: 3 clusters Score -1595517 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 11992 members 
Entering Unmasked Estep 
Score: -1595520.250000 Penalty: 3096.598145
	Iteration 74Q: 3 clusters Score -1595520 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 11999 members 
Entering Unmasked Estep 
Score: -1595522.375000 Penalty: 3096.598145
	Iteration 75Q: 3 clusters Score -1595522 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 12007 members 
Entering Unmasked Estep 
Score: -1595524.500000 Penalty: 3096.598145
	Iteration 76Q: 3 clusters Score -1595524 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 12010 members 
Entering Unmasked Estep 
Score: -1595525.250000 Penalty: 3096.598145
	Iteration 77Q: 3 clusters Score -1595525 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 12015 members 
Entering Unmasked Estep 
Score: -1595530.875000 Penalty: 3096.598145
	Iteration 78Q: 3 clusters Score -1595531 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 12022 members 
Entering Unmasked Estep 
Score: -1595529.750000 Penalty: 3096.598145
	Iteration 79Q: 3 clusters Score -1595530 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 12025 members 
Entering Unmasked Estep 
Score: -1595532.625000 Penalty: 3096.598145
	Iteration 80F: 3 clusters Score -1595533 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 12030 members 
Entering Unmasked Estep 
Score: -1595533.375000 Penalty: 3096.598145
	Iteration 81Q: 3 clusters Score -1595533 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 12038 members 
Entering Unmasked Estep 
Score: -1595535.250000 Penalty: 3096.598145
	Iteration 82Q: 3 clusters Score -1595535 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 12045 members 
Entering Unmasked Estep 
Score: -1595540.875000 Penalty: 3096.598145
	Iteration 83Q: 3 clusters Score -1595541 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 12056 members 
Entering Unmasked Estep 
Score: -1595541.750000 Penalty: 3096.598145
	Iteration 84Q: 3 clusters Score -1595542 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 12057 members 
Entering Unmasked Estep 
Score: -1595542.375000 Penalty: 3096.598145
	Iteration 85Q: 3 clusters Score -1595542 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 12064 members 
Entering Unmasked Estep 
Score: -1595538.875000 Penalty: 3096.598145
	Iteration 86Q: 3 clusters Score -1595539 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 12068 members 
Entering Unmasked Estep 
Score: -1595541.125000 Penalty: 3096.598145
	Iteration 87Q: 3 clusters Score -1595541 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 12072 members 
Entering Unmasked Estep 
Score: -1595542.625000 Penalty: 3096.598145
	Iteration 88Q: 3 clusters Score -1595543 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 12076 members 
Entering Unmasked Estep 
Score: -1595545.875000 Penalty: 3096.598145
	Iteration 89Q: 3 clusters Score -1595546 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 12079 members 
Entering Unmasked Estep 
Score: -1595544.375000 Penalty: 3096.598145
	Iteration 90Q: 3 clusters Score -1595544 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 12083 members 
Entering Unmasked Estep 
Score: -1595546.250000 Penalty: 3096.598145
	Iteration 91Q: 3 clusters Score -1595546 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 12083 members 
Entering Unmasked Estep 
Score: -1595546.250000 Penalty: 3096.598145
	Iteration 92F: 3 clusters Score -1595546 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (2381 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Entering Unmasked Estep 
Score: -283904.687500 Penalty: 1263.482300
	Iteration 0F: 2 clusters Score -283904.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -281595.687500 Penalty: 2526.964600
	Iteration 0F: 3 clusters Score -281595.7 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -282296.437500 Penalty: 2526.964600
	Iteration 1F: 3 clusters Score -282296.4 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -282631.687500 Penalty: 2526.964600
	Iteration 2F: 3 clusters Score -282631.7 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -282861.687500 Penalty: 2526.964600
	Iteration 3F: 3 clusters Score -282861.7 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -283032.593750 Penalty: 2526.964600
	Iteration 4F: 3 clusters Score -283032.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -283107.812500 Penalty: 2526.964600
	Iteration 5Q: 3 clusters Score -283107.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -283145.093750 Penalty: 2526.964600
	Iteration 6Q: 3 clusters Score -283145.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -283163.312500 Penalty: 2526.964600
	Iteration 7Q: 3 clusters Score -283163.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -283177.625000 Penalty: 2526.964600
	Iteration 8Q: 3 clusters Score -283177.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -283192.937500 Penalty: 2526.964600
	Iteration 9Q: 3 clusters Score -283192.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -283201.687500 Penalty: 2526.964600
	Iteration 10Q: 3 clusters Score -283201.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -283207.531250 Penalty: 2526.964600
	Iteration 11Q: 3 clusters Score -283207.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -283210.843750 Penalty: 2526.964600
	Iteration 12Q: 3 clusters Score -283210.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -283214.343750 Penalty: 2526.964600
	Iteration 13Q: 3 clusters Score -283214.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -283215.937500 Penalty: 2526.964600
	Iteration 14Q: 3 clusters Score -283215.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -283216.281250 Penalty: 2526.964600
	Iteration 15Q: 3 clusters Score -283216.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -283216.750000 Penalty: 2526.964600
	Iteration 16Q: 3 clusters Score -283216.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -283217.500000 Penalty: 2526.964600
	Iteration 17Q: 3 clusters Score -283217.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -283217.968750 Penalty: 2526.964600
	Iteration 18Q: 3 clusters Score -283218 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -283218.343750 Penalty: 2526.964600
	Iteration 19Q: 3 clusters Score -283218.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -283218.562500 Penalty: 2526.964600
	Iteration 20F: 3 clusters Score -283218.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -283218.375000 Penalty: 2526.964600
	Iteration 21Q: 3 clusters Score -283218.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -283219.968750 Penalty: 2526.964600
	Iteration 22Q: 3 clusters Score -283220 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -283221.250000 Penalty: 2526.964600
	Iteration 23Q: 3 clusters Score -283221.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -283222.093750 Penalty: 2526.964600
	Iteration 24Q: 3 clusters Score -283222.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -283223.250000 Penalty: 2526.964600
	Iteration 25Q: 3 clusters Score -283223.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -283224.593750 Penalty: 2526.964600
	Iteration 26Q: 3 clusters Score -283224.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -283224.531250 Penalty: 2526.964600
	Iteration 27Q: 3 clusters Score -283224.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -283225.312500 Penalty: 2526.964600
	Iteration 28Q: 3 clusters Score -283225.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -283225.312500 Penalty: 2526.964600
	Iteration 29F: 3 clusters Score -283225.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (2724 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Entering Unmasked Estep 
Score: -341244.406250 Penalty: 1285.351685
	Iteration 0F: 2 clusters Score -341244.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -338667.000000 Penalty: 2570.703369
	Iteration 0F: 3 clusters Score -338667 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -339311.718750 Penalty: 2570.703369
	Iteration 1F: 3 clusters Score -339311.7 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -339443.312500 Penalty: 2570.703369
	Iteration 2F: 3 clusters Score -339443.3 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -339509.281250 Penalty: 2570.703369
	Iteration 3F: 3 clusters Score -339509.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -339548.312500 Penalty: 2570.703369
	Iteration 4Q: 3 clusters Score -339548.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -339590.437500 Penalty: 2570.703369
	Iteration 5Q: 3 clusters Score -339590.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -339626.343750 Penalty: 2570.703369
	Iteration 6Q: 3 clusters Score -339626.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -339661.156250 Penalty: 2570.703369
	Iteration 7Q: 3 clusters Score -339661.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -339696.937500 Penalty: 2570.703369
	Iteration 8Q: 3 clusters Score -339696.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -339731.250000 Penalty: 2570.703369
	Iteration 9Q: 3 clusters Score -339731.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -339765.843750 Penalty: 2570.703369
	Iteration 10Q: 3 clusters Score -339765.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -339793.531250 Penalty: 2570.703369
	Iteration 11Q: 3 clusters Score -339793.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -339810.218750 Penalty: 2570.703369
	Iteration 12Q: 3 clusters Score -339810.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -339826.312500 Penalty: 2570.703369
	Iteration 13Q: 3 clusters Score -339826.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -339846.781250 Penalty: 2570.703369
	Iteration 14Q: 3 clusters Score -339846.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -339864.468750 Penalty: 2570.703369
	Iteration 15Q: 3 clusters Score -339864.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -339889.656250 Penalty: 2570.703369
	Iteration 16Q: 3 clusters Score -339889.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -339915.625000 Penalty: 2570.703369
	Iteration 17Q: 3 clusters Score -339915.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -339935.468750 Penalty: 2570.703369
	Iteration 18Q: 3 clusters Score -339935.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -339955.062500 Penalty: 2570.703369
	Iteration 19Q: 3 clusters Score -339955.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -339972.593750 Penalty: 2570.703369
	Iteration 20F: 3 clusters Score -339972.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -339988.187500 Penalty: 2570.703369
	Iteration 21Q: 3 clusters Score -339988.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -340004.031250 Penalty: 2570.703369
	Iteration 22Q: 3 clusters Score -340004 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -340025.562500 Penalty: 2570.703369
	Iteration 23Q: 3 clusters Score -340025.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -340050.593750 Penalty: 2570.703369
	Iteration 24Q: 3 clusters Score -340050.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -340072.562500 Penalty: 2570.703369
	Iteration 25Q: 3 clusters Score -340072.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -340089.593750 Penalty: 2570.703369
	Iteration 26Q: 3 clusters Score -340089.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -340105.781250 Penalty: 2570.703369
	Iteration 27Q: 3 clusters Score -340105.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -340117.250000 Penalty: 2570.703369
	Iteration 28Q: 3 clusters Score -340117.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -340133.750000 Penalty: 2570.703369
	Iteration 29Q: 3 clusters Score -340133.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -340163.531250 Penalty: 2570.703369
	Iteration 30Q: 3 clusters Score -340163.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -340199.843750 Penalty: 2570.703369
	Iteration 31Q: 3 clusters Score -340199.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -340242.656250 Penalty: 2570.703369
	Iteration 32Q: 3 clusters Score -340242.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -340282.375000 Penalty: 2570.703369
	Iteration 33Q: 3 clusters Score -340282.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -340314.718750 Penalty: 2570.703369
	Iteration 34Q: 3 clusters Score -340314.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -340338.312500 Penalty: 2570.703369
	Iteration 35Q: 3 clusters Score -340338.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -340353.843750 Penalty: 2570.703369
	Iteration 36Q: 3 clusters Score -340353.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -340363.062500 Penalty: 2570.703369
	Iteration 37Q: 3 clusters Score -340363.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -340371.062500 Penalty: 2570.703369
	Iteration 38Q: 3 clusters Score -340371.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -340377.687500 Penalty: 2570.703369
	Iteration 39Q: 3 clusters Score -340377.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -340380.156250 Penalty: 2570.703369
	Iteration 40F: 3 clusters Score -340380.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -340382.093750 Penalty: 2570.703369
	Iteration 41Q: 3 clusters Score -340382.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -340383.343750 Penalty: 2570.703369
	Iteration 42Q: 3 clusters Score -340383.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -340390.562500 Penalty: 2570.703369
	Iteration 43Q: 3 clusters Score -340390.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -340393.312500 Penalty: 2570.703369
	Iteration 44Q: 3 clusters Score -340393.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -340398.375000 Penalty: 2570.703369
	Iteration 45Q: 3 clusters Score -340398.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -340400.718750 Penalty: 2570.703369
	Iteration 46Q: 3 clusters Score -340400.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -340401.312500 Penalty: 2570.703369
	Iteration 47Q: 3 clusters Score -340401.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -340403.843750 Penalty: 2570.703369
	Iteration 48Q: 3 clusters Score -340403.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -340410.718750 Penalty: 2570.703369
	Iteration 49Q: 3 clusters Score -340410.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -340414.781250 Penalty: 2570.703369
	Iteration 50Q: 3 clusters Score -340414.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -340417.187500 Penalty: 2570.703369
	Iteration 51Q: 3 clusters Score -340417.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -340418.750000 Penalty: 2570.703369
	Iteration 52Q: 3 clusters Score -340418.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -340421.062500 Penalty: 2570.703369
	Iteration 53Q: 3 clusters Score -340421.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -340421.937500 Penalty: 2570.703369
	Iteration 54Q: 3 clusters Score -340421.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -340421.937500 Penalty: 2570.703369
	Iteration 55F: 3 clusters Score -340421.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2014 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Entering Unmasked Estep 
Score: -231289.453125 Penalty: 1236.280151
	Iteration 0F: 2 clusters Score -231289.5 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 1013 members 
Entering Unmasked Estep 
Score: -229316.640625 Penalty: 2472.560303
	Iteration 0F: 3 clusters Score -229316.6 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -230183.343750 Penalty: 2472.560303
	Iteration 1F: 3 clusters Score -230183.3 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -230641.375000 Penalty: 2472.560303
	Iteration 2F: 3 clusters Score -230641.4 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -231005.812500 Penalty: 2472.560303
	Iteration 3F: 3 clusters Score -231005.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -231177.312500 Penalty: 2472.560303
	Iteration 4F: 3 clusters Score -231177.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -231250.125000 Penalty: 2472.560303
	Iteration 5Q: 3 clusters Score -231250.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -231292.578125 Penalty: 2472.560303
	Iteration 6Q: 3 clusters Score -231292.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -231324.984375 Penalty: 2472.560303
	Iteration 7Q: 3 clusters Score -231325 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -231352.781250 Penalty: 2472.560303
	Iteration 8Q: 3 clusters Score -231352.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -231367.718750 Penalty: 2472.560303
	Iteration 9Q: 3 clusters Score -231367.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -231379.140625 Penalty: 2472.560303
	Iteration 10Q: 3 clusters Score -231379.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -231391.781250 Penalty: 2472.560303
	Iteration 11Q: 3 clusters Score -231391.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -231399.609375 Penalty: 2472.560303
	Iteration 12Q: 3 clusters Score -231399.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -231404.750000 Penalty: 2472.560303
	Iteration 13Q: 3 clusters Score -231404.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -231406.125000 Penalty: 2472.560303
	Iteration 14Q: 3 clusters Score -231406.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -231406.656250 Penalty: 2472.560303
	Iteration 15Q: 3 clusters Score -231406.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -231407.078125 Penalty: 2472.560303
	Iteration 16Q: 3 clusters Score -231407.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -231407.078125 Penalty: 2472.560303
	Iteration 17F: 3 clusters Score -231407.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 7328 members 
Mstep: Class 2 contains 2946 members 
Mstep: Class 3 contains 13739 members 
Mstep: Class 4 contains 2381 members 
Mstep: Class 5 contains 2724 members 
Mstep: Class 6 contains 388 members 
Mstep: Class 7 contains 75409 members 
Mstep: Class 8 contains 11205 members 
Mstep: Class 9 contains 44982 members 
Mstep: Class 10 contains 14237 members 
Mstep: Class 11 contains 42231 members 
Mstep: Class 12 contains 47046 members 
Mstep: Class 13 contains 32048 members 
Mstep: Class 14 contains 3211 members 
Mstep: Class 15 contains 12521 members 
Mstep: Class 16 contains 29634 members 
Mstep: Class 17 contains 15092 members 
Mstep: Class 18 contains 13969 members 
Mstep: Class 19 contains 26064 members 
Mstep: Class 20 contains 1987 members 
Mstep: Class 21 contains 13390 members 
Mstep: Class 22 contains 435 members 
Mstep: Class 23 contains 27787 members 
Mstep: Class 24 contains 8426 members 
Mstep: Class 25 contains 33660 members 
Mstep: Class 26 contains 5942 members 
Mstep: Class 27 contains 26756 members 
Mstep: Class 28 contains 25931 members 
Mstep: Class 29 contains 19055 members 
Mstep: Class 30 contains 4102 members 
Mstep: Class 31 contains 17956 members 
Mstep: Class 32 contains 4824 members 
Mstep: Class 33 contains 4036 members 
Mstep: Class 34 contains 2331 members 
Mstep: Class 35 contains 5213 members 
Mstep: Class 36 contains 3587 members 
Mstep: Class 37 contains 2736 members 
Mstep: Class 38 contains 2130 members 
Mstep: Class 39 contains 1041 members 
Mstep: Class 40 contains 22173 members 
Mstep: Class 41 contains 3090 members 
Mstep: Class 42 contains 4835 members 
Mstep: Class 43 contains 12750 members 
Mstep: Class 44 contains 5316 members 
Mstep: Class 45 contains 143038 members 
Mstep: Class 46 contains 480 members 
Mstep: Class 47 contains 4060 members 
Mstep: Class 48 contains 3151 members 
Mstep: Class 49 contains 11576 members 
Mstep: Class 50 contains 1626 members 
Entering Unmasked Estep 
Score: -100306472.000000 Penalty: 110644.859375
Splitting cluster 6 changes total score from -100307192.000000 to -100306472.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (75409 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75409 members 
Entering Unmasked Estep 
Score: -9574007.000000 Penalty: 1824.985840
	Iteration 0F: 2 clusters Score -9574007 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37819 members 
Mstep: Class 2 contains 37590 members 
Entering Unmasked Estep 
Score: -9523486.000000 Penalty: 3649.971680
	Iteration 0F: 3 clusters Score -9523486 nChanged 35845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38276 members 
Mstep: Class 2 contains 37133 members 
Entering Unmasked Estep 
Score: -9544466.000000 Penalty: 3649.971680
	Iteration 1F: 3 clusters Score -9544466 nChanged 2732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38494 members 
Mstep: Class 2 contains 36915 members 
Entering Unmasked Estep 
Score: -9545139.000000 Penalty: 3649.971680
	Iteration 2Q: 3 clusters Score -9545139 nChanged 2697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38773 members 
Mstep: Class 2 contains 36636 members 
Entering Unmasked Estep 
Score: -9545872.000000 Penalty: 3649.971680
	Iteration 3Q: 3 clusters Score -9545872 nChanged 2682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39099 members 
Mstep: Class 2 contains 36310 members 
Entering Unmasked Estep 
Score: -9546671.000000 Penalty: 3649.971680
	Iteration 4Q: 3 clusters Score -9546671 nChanged 2701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39546 members 
Mstep: Class 2 contains 35863 members 
Entering Unmasked Estep 
Score: -9547432.000000 Penalty: 3649.971680
	Iteration 5Q: 3 clusters Score -9547432 nChanged 2649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40075 members 
Mstep: Class 2 contains 35334 members 
Entering Unmasked Estep 
Score: -9548285.000000 Penalty: 3649.971680
	Iteration 6Q: 3 clusters Score -9548285 nChanged 2673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40792 members 
Mstep: Class 2 contains 34617 members 
Entering Unmasked Estep 
Score: -9549160.000000 Penalty: 3649.971680
	Iteration 7Q: 3 clusters Score -9549160 nChanged 2756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41712 members 
Mstep: Class 2 contains 33697 members 
Entering Unmasked Estep 
Score: -9550180.000000 Penalty: 3649.971680
	Iteration 8Q: 3 clusters Score -9550180 nChanged 2943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42901 members 
Mstep: Class 2 contains 32508 members 
Entering Unmasked Estep 
Score: -9551345.000000 Penalty: 3649.971680
	Iteration 9Q: 3 clusters Score -9551345 nChanged 3125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44554 members 
Mstep: Class 2 contains 30855 members 
Entering Unmasked Estep 
Score: -9552822.000000 Penalty: 3649.971680
	Iteration 10Q: 3 clusters Score -9552822 nChanged 3284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46822 members 
Mstep: Class 2 contains 28587 members 
Entering Unmasked Estep 
Score: -9554536.000000 Penalty: 3649.971680
	Iteration 11Q: 3 clusters Score -9554536 nChanged 3518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49694 members 
Mstep: Class 2 contains 25715 members 
Entering Unmasked Estep 
Score: -9556708.000000 Penalty: 3649.971680
	Iteration 12Q: 3 clusters Score -9556708 nChanged 3806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53180 members 
Mstep: Class 2 contains 22229 members 
Entering Unmasked Estep 
Score: -9559277.000000 Penalty: 3649.971680
	Iteration 13F: 3 clusters Score -9559277 nChanged 4013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57021 members 
Mstep: Class 2 contains 18388 members 
Entering Unmasked Estep 
Score: -9562248.000000 Penalty: 3649.971680
	Iteration 14F: 3 clusters Score -9562248 nChanged 3907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60810 members 
Mstep: Class 2 contains 14599 members 
Entering Unmasked Estep 
Score: -9565192.000000 Penalty: 3649.971680
	Iteration 15F: 3 clusters Score -9565192 nChanged 3298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64030 members 
Mstep: Class 2 contains 11379 members 
Entering Unmasked Estep 
Score: -9567630.000000 Penalty: 3649.971680
	Iteration 16Q: 3 clusters Score -9567630 nChanged 2690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66644 members 
Mstep: Class 2 contains 8765 members 
Entering Unmasked Estep 
Score: -9569428.000000 Penalty: 3649.971680
	Iteration 17Q: 3 clusters Score -9569428 nChanged 1974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68554 members 
Mstep: Class 2 contains 6855 members 
Entering Unmasked Estep 
Score: -9570613.000000 Penalty: 3649.971680
	Iteration 18Q: 3 clusters Score -9570613 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69927 members 
Mstep: Class 2 contains 5482 members 
Entering Unmasked Estep 
Score: -9571256.000000 Penalty: 3649.971680
	Iteration 19Q: 3 clusters Score -9571256 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70932 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -9571732.000000 Penalty: 3649.971680
	Iteration 20F: 3 clusters Score -9571732 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71622 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -9571999.000000 Penalty: 3649.971680
	Iteration 21Q: 3 clusters Score -9571999 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72139 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -9572200.000000 Penalty: 3649.971680
	Iteration 22Q: 3 clusters Score -9572200 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72526 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -9572332.000000 Penalty: 3649.971680
	Iteration 23Q: 3 clusters Score -9572332 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72816 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -9572424.000000 Penalty: 3649.971680
	Iteration 24Q: 3 clusters Score -9572424 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73030 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -9572476.000000 Penalty: 3649.971680
	Iteration 25Q: 3 clusters Score -9572476 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73194 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -9572520.000000 Penalty: 3649.971680
	Iteration 26Q: 3 clusters Score -9572520 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73313 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -9572537.000000 Penalty: 3649.971680
	Iteration 27Q: 3 clusters Score -9572537 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73394 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -9572559.000000 Penalty: 3649.971680
	Iteration 28Q: 3 clusters Score -9572559 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73452 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -9572569.000000 Penalty: 3649.971680
	Iteration 29Q: 3 clusters Score -9572569 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73499 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -9572575.000000 Penalty: 3649.971680
	Iteration 30Q: 3 clusters Score -9572575 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73548 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -9572576.000000 Penalty: 3649.971680
	Iteration 31Q: 3 clusters Score -9572576 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73588 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -9572578.000000 Penalty: 3649.971680
	Iteration 32Q: 3 clusters Score -9572578 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73626 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -9572602.000000 Penalty: 3649.971680
	Iteration 33Q: 3 clusters Score -9572602 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73659 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -9572612.000000 Penalty: 3649.971680
	Iteration 34Q: 3 clusters Score -9572612 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73689 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -9572624.000000 Penalty: 3649.971680
	Iteration 35Q: 3 clusters Score -9572624 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73723 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -9572632.000000 Penalty: 3649.971680
	Iteration 36Q: 3 clusters Score -9572632 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73743 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -9572642.000000 Penalty: 3649.971680
	Iteration 37Q: 3 clusters Score -9572642 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73756 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -9572641.000000 Penalty: 3649.971680
	Iteration 38Q: 3 clusters Score -9572641 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73772 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -9572667.000000 Penalty: 3649.971680
	Iteration 39Q: 3 clusters Score -9572667 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73785 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -9572682.000000 Penalty: 3649.971680
	Iteration 40F: 3 clusters Score -9572682 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73795 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -9572676.000000 Penalty: 3649.971680
	Iteration 41Q: 3 clusters Score -9572676 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73803 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -9572679.000000 Penalty: 3649.971680
	Iteration 42Q: 3 clusters Score -9572679 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73818 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -9572688.000000 Penalty: 3649.971680
	Iteration 43Q: 3 clusters Score -9572688 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73820 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -9572691.000000 Penalty: 3649.971680
	Iteration 44Q: 3 clusters Score -9572691 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73827 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -9572682.000000 Penalty: 3649.971680
	Iteration 45Q: 3 clusters Score -9572682 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73836 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -9572685.000000 Penalty: 3649.971680
	Iteration 46Q: 3 clusters Score -9572685 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73844 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -9572679.000000 Penalty: 3649.971680
	Iteration 47Q: 3 clusters Score -9572679 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73850 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -9572686.000000 Penalty: 3649.971680
	Iteration 48Q: 3 clusters Score -9572686 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73852 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -9572685.000000 Penalty: 3649.971680
	Iteration 49Q: 3 clusters Score -9572685 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73857 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -9572683.000000 Penalty: 3649.971680
	Iteration 50Q: 3 clusters Score -9572683 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73858 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -9572689.000000 Penalty: 3649.971680
	Iteration 51Q: 3 clusters Score -9572689 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73862 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -9572684.000000 Penalty: 3649.971680
	Iteration 52Q: 3 clusters Score -9572684 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73865 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -9572687.000000 Penalty: 3649.971680
	Iteration 53Q: 3 clusters Score -9572687 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73866 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -9572690.000000 Penalty: 3649.971680
	Iteration 54Q: 3 clusters Score -9572690 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73867 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -9572693.000000 Penalty: 3649.971680
	Iteration 55Q: 3 clusters Score -9572693 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73871 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -9572692.000000 Penalty: 3649.971680
	Iteration 56Q: 3 clusters Score -9572692 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73874 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -9572694.000000 Penalty: 3649.971680
	Iteration 57Q: 3 clusters Score -9572694 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73876 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -9572698.000000 Penalty: 3649.971680
	Iteration 58Q: 3 clusters Score -9572698 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73875 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -9572697.000000 Penalty: 3649.971680
	Iteration 59Q: 3 clusters Score -9572697 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73875 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -9572697.000000 Penalty: 3649.971680
	Iteration 60F: 3 clusters Score -9572697 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (11205 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11205 members 
Entering Unmasked Estep 
Score: -1308903.625000 Penalty: 1515.168823
	Iteration 0F: 2 clusters Score -1308904 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5644 members 
Mstep: Class 2 contains 5561 members 
Entering Unmasked Estep 
Score: -1301035.625000 Penalty: 3030.337646
	Iteration 0F: 3 clusters Score -1301036 nChanged 4868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5720 members 
Mstep: Class 2 contains 5485 members 
Entering Unmasked Estep 
Score: -1303962.000000 Penalty: 3030.337646
	Iteration 1F: 3 clusters Score -1303962 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5742 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -1304395.875000 Penalty: 3030.337646
	Iteration 2F: 3 clusters Score -1304396 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5745 members 
Mstep: Class 2 contains 5460 members 
Entering Unmasked Estep 
Score: -1304797.250000 Penalty: 3030.337646
	Iteration 3F: 3 clusters Score -1304797 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5755 members 
Mstep: Class 2 contains 5450 members 
Entering Unmasked Estep 
Score: -1305144.750000 Penalty: 3030.337646
	Iteration 4F: 3 clusters Score -1305145 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5790 members 
Mstep: Class 2 contains 5415 members 
Entering Unmasked Estep 
Score: -1305397.250000 Penalty: 3030.337646
	Iteration 5Q: 3 clusters Score -1305397 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5856 members 
Mstep: Class 2 contains 5349 members 
Entering Unmasked Estep 
Score: -1305597.750000 Penalty: 3030.337646
	Iteration 6Q: 3 clusters Score -1305598 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5926 members 
Mstep: Class 2 contains 5279 members 
Entering Unmasked Estep 
Score: -1305747.125000 Penalty: 3030.337646
	Iteration 7Q: 3 clusters Score -1305747 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5986 members 
Mstep: Class 2 contains 5219 members 
Entering Unmasked Estep 
Score: -1305848.750000 Penalty: 3030.337646
	Iteration 8Q: 3 clusters Score -1305849 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6035 members 
Mstep: Class 2 contains 5170 members 
Entering Unmasked Estep 
Score: -1305932.625000 Penalty: 3030.337646
	Iteration 9Q: 3 clusters Score -1305933 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6085 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -1306023.000000 Penalty: 3030.337646
	Iteration 10Q: 3 clusters Score -1306023 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6138 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -1306106.375000 Penalty: 3030.337646
	Iteration 11Q: 3 clusters Score -1306106 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6218 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -1306166.125000 Penalty: 3030.337646
	Iteration 12Q: 3 clusters Score -1306166 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6317 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -1306224.000000 Penalty: 3030.337646
	Iteration 13Q: 3 clusters Score -1306224 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6402 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -1306281.875000 Penalty: 3030.337646
	Iteration 14Q: 3 clusters Score -1306282 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6516 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -1306353.500000 Penalty: 3030.337646
	Iteration 15Q: 3 clusters Score -1306354 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6657 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -1306423.000000 Penalty: 3030.337646
	Iteration 16Q: 3 clusters Score -1306423 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6805 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -1306487.000000 Penalty: 3030.337646
	Iteration 17Q: 3 clusters Score -1306487 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6943 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -1306548.375000 Penalty: 3030.337646
	Iteration 18Q: 3 clusters Score -1306548 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7081 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -1306609.500000 Penalty: 3030.337646
	Iteration 19Q: 3 clusters Score -1306610 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7207 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -1306659.125000 Penalty: 3030.337646
	Iteration 20F: 3 clusters Score -1306659 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7348 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -1306705.750000 Penalty: 3030.337646
	Iteration 21Q: 3 clusters Score -1306706 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7477 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -1306755.625000 Penalty: 3030.337646
	Iteration 22Q: 3 clusters Score -1306756 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7613 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -1306806.250000 Penalty: 3030.337646
	Iteration 23Q: 3 clusters Score -1306806 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7764 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -1306853.750000 Penalty: 3030.337646
	Iteration 24Q: 3 clusters Score -1306854 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7918 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -1306902.500000 Penalty: 3030.337646
	Iteration 25Q: 3 clusters Score -1306902 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8032 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -1306945.500000 Penalty: 3030.337646
	Iteration 26Q: 3 clusters Score -1306946 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8148 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -1306978.875000 Penalty: 3030.337646
	Iteration 27Q: 3 clusters Score -1306979 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8261 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -1307018.125000 Penalty: 3030.337646
	Iteration 28Q: 3 clusters Score -1307018 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8365 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -1307052.875000 Penalty: 3030.337646
	Iteration 29Q: 3 clusters Score -1307053 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8470 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -1307088.500000 Penalty: 3030.337646
	Iteration 30Q: 3 clusters Score -1307088 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8591 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -1307144.750000 Penalty: 3030.337646
	Iteration 31Q: 3 clusters Score -1307145 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8724 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -1307201.500000 Penalty: 3030.337646
	Iteration 32Q: 3 clusters Score -1307202 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8843 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -1307252.125000 Penalty: 3030.337646
	Iteration 33Q: 3 clusters Score -1307252 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8960 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -1307296.250000 Penalty: 3030.337646
	Iteration 34Q: 3 clusters Score -1307296 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9067 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -1307344.250000 Penalty: 3030.337646
	Iteration 35Q: 3 clusters Score -1307344 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9175 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -1307390.875000 Penalty: 3030.337646
	Iteration 36Q: 3 clusters Score -1307391 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9282 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -1307441.250000 Penalty: 3030.337646
	Iteration 37Q: 3 clusters Score -1307441 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9382 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -1307483.125000 Penalty: 3030.337646
	Iteration 38Q: 3 clusters Score -1307483 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9479 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -1307524.625000 Penalty: 3030.337646
	Iteration 39Q: 3 clusters Score -1307525 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9560 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -1307563.375000 Penalty: 3030.337646
	Iteration 40F: 3 clusters Score -1307563 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9639 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -1307596.625000 Penalty: 3030.337646
	Iteration 41Q: 3 clusters Score -1307597 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9709 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -1307628.875000 Penalty: 3030.337646
	Iteration 42Q: 3 clusters Score -1307629 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9774 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -1307661.625000 Penalty: 3030.337646
	Iteration 43Q: 3 clusters Score -1307662 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9829 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -1307692.375000 Penalty: 3030.337646
	Iteration 44Q: 3 clusters Score -1307692 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9877 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -1307717.750000 Penalty: 3030.337646
	Iteration 45Q: 3 clusters Score -1307718 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9930 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -1307745.625000 Penalty: 3030.337646
	Iteration 46Q: 3 clusters Score -1307746 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9979 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -1307772.875000 Penalty: 3030.337646
	Iteration 47Q: 3 clusters Score -1307773 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10029 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -1307798.750000 Penalty: 3030.337646
	Iteration 48Q: 3 clusters Score -1307799 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10071 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -1307818.625000 Penalty: 3030.337646
	Iteration 49Q: 3 clusters Score -1307819 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10113 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -1307830.125000 Penalty: 3030.337646
	Iteration 50Q: 3 clusters Score -1307830 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10141 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -1307840.500000 Penalty: 3030.337646
	Iteration 51Q: 3 clusters Score -1307840 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10162 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -1307851.625000 Penalty: 3030.337646
	Iteration 52Q: 3 clusters Score -1307852 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10185 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -1307866.375000 Penalty: 3030.337646
	Iteration 53Q: 3 clusters Score -1307866 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10202 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -1307870.000000 Penalty: 3030.337646
	Iteration 54Q: 3 clusters Score -1307870 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10214 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -1307873.125000 Penalty: 3030.337646
	Iteration 55Q: 3 clusters Score -1307873 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10227 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -1307877.500000 Penalty: 3030.337646
	Iteration 56Q: 3 clusters Score -1307878 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10242 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -1307884.625000 Penalty: 3030.337646
	Iteration 57Q: 3 clusters Score -1307885 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10254 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -1307888.875000 Penalty: 3030.337646
	Iteration 58Q: 3 clusters Score -1307889 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10260 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -1307891.000000 Penalty: 3030.337646
	Iteration 59Q: 3 clusters Score -1307891 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10269 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -1307895.875000 Penalty: 3030.337646
	Iteration 60F: 3 clusters Score -1307896 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10273 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -1307897.250000 Penalty: 3030.337646
	Iteration 61Q: 3 clusters Score -1307897 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10277 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -1307900.375000 Penalty: 3030.337646
	Iteration 62Q: 3 clusters Score -1307900 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10280 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -1307901.875000 Penalty: 3030.337646
	Iteration 63Q: 3 clusters Score -1307902 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10282 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -1307901.500000 Penalty: 3030.337646
	Iteration 64Q: 3 clusters Score -1307902 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10287 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -1307904.500000 Penalty: 3030.337646
	Iteration 65Q: 3 clusters Score -1307904 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10296 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -1307907.250000 Penalty: 3030.337646
	Iteration 66Q: 3 clusters Score -1307907 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10304 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -1307910.250000 Penalty: 3030.337646
	Iteration 67Q: 3 clusters Score -1307910 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10311 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -1307913.125000 Penalty: 3030.337646
	Iteration 68Q: 3 clusters Score -1307913 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10322 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -1307917.250000 Penalty: 3030.337646
	Iteration 69Q: 3 clusters Score -1307917 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10331 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -1307922.375000 Penalty: 3030.337646
	Iteration 70Q: 3 clusters Score -1307922 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10337 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -1307924.250000 Penalty: 3030.337646
	Iteration 71Q: 3 clusters Score -1307924 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10340 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -1307923.875000 Penalty: 3030.337646
	Iteration 72Q: 3 clusters Score -1307924 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10341 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -1307925.375000 Penalty: 3030.337646
	Iteration 73Q: 3 clusters Score -1307925 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10342 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -1307926.500000 Penalty: 3030.337646
	Iteration 74Q: 3 clusters Score -1307926 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10343 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -1307927.375000 Penalty: 3030.337646
	Iteration 75Q: 3 clusters Score -1307927 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10346 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -1307930.750000 Penalty: 3030.337646
	Iteration 76Q: 3 clusters Score -1307931 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10351 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -1307933.875000 Penalty: 3030.337646
	Iteration 77Q: 3 clusters Score -1307934 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10352 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -1307935.500000 Penalty: 3030.337646
	Iteration 78Q: 3 clusters Score -1307936 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10361 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -1307941.875000 Penalty: 3030.337646
	Iteration 79Q: 3 clusters Score -1307942 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10366 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -1307944.625000 Penalty: 3030.337646
	Iteration 80F: 3 clusters Score -1307945 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10367 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -1307944.500000 Penalty: 3030.337646
	Iteration 81Q: 3 clusters Score -1307944 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10372 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -1307946.625000 Penalty: 3030.337646
	Iteration 82Q: 3 clusters Score -1307947 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10380 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -1307949.500000 Penalty: 3030.337646
	Iteration 83Q: 3 clusters Score -1307950 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10392 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -1307954.625000 Penalty: 3030.337646
	Iteration 84Q: 3 clusters Score -1307955 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10399 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -1307956.875000 Penalty: 3030.337646
	Iteration 85Q: 3 clusters Score -1307957 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10405 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -1307961.500000 Penalty: 3030.337646
	Iteration 86Q: 3 clusters Score -1307962 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10411 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -1307961.625000 Penalty: 3030.337646
	Iteration 87Q: 3 clusters Score -1307962 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10421 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -1307970.375000 Penalty: 3030.337646
	Iteration 88Q: 3 clusters Score -1307970 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10426 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -1307972.125000 Penalty: 3030.337646
	Iteration 89Q: 3 clusters Score -1307972 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10432 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -1307973.750000 Penalty: 3030.337646
	Iteration 90Q: 3 clusters Score -1307974 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10439 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -1307978.750000 Penalty: 3030.337646
	Iteration 91Q: 3 clusters Score -1307979 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10441 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -1307980.875000 Penalty: 3030.337646
	Iteration 92Q: 3 clusters Score -1307981 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10443 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -1307983.125000 Penalty: 3030.337646
	Iteration 93Q: 3 clusters Score -1307983 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10444 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -1307986.875000 Penalty: 3030.337646
	Iteration 94Q: 3 clusters Score -1307987 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10443 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -1307988.250000 Penalty: 3030.337646
	Iteration 95Q: 3 clusters Score -1307988 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10443 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -1307988.250000 Penalty: 3030.337646
	Iteration 96F: 3 clusters Score -1307988 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (44982 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44982 members 
Entering Unmasked Estep 
Score: -5666797.000000 Penalty: 1741.027954
	Iteration 0F: 2 clusters Score -5666797 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22384 members 
Mstep: Class 2 contains 22598 members 
Entering Unmasked Estep 
Score: -5636804.500000 Penalty: 3482.055908
	Iteration 0F: 3 clusters Score -5636804 nChanged 20975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21009 members 
Mstep: Class 2 contains 23973 members 
Entering Unmasked Estep 
Score: -5648619.000000 Penalty: 3482.055908
	Iteration 1F: 3 clusters Score -5648619 nChanged 1998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20187 members 
Mstep: Class 2 contains 24795 members 
Entering Unmasked Estep 
Score: -5649231.000000 Penalty: 3482.055908
	Iteration 2Q: 3 clusters Score -5649231 nChanged 2048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19043 members 
Mstep: Class 2 contains 25939 members 
Entering Unmasked Estep 
Score: -5650068.000000 Penalty: 3482.055908
	Iteration 3Q: 3 clusters Score -5650068 nChanged 2260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17455 members 
Mstep: Class 2 contains 27527 members 
Entering Unmasked Estep 
Score: -5651126.000000 Penalty: 3482.055908
	Iteration 4F: 3 clusters Score -5651126 nChanged 2721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15270 members 
Mstep: Class 2 contains 29712 members 
Entering Unmasked Estep 
Score: -5652761.000000 Penalty: 3482.055908
	Iteration 5F: 3 clusters Score -5652761 nChanged 3162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12558 members 
Mstep: Class 2 contains 32424 members 
Entering Unmasked Estep 
Score: -5655161.000000 Penalty: 3482.055908
	Iteration 6F: 3 clusters Score -5655161 nChanged 3213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9739 members 
Mstep: Class 2 contains 35243 members 
Entering Unmasked Estep 
Score: -5657880.500000 Penalty: 3482.055908
	Iteration 7F: 3 clusters Score -5657880 nChanged 2644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7333 members 
Mstep: Class 2 contains 37649 members 
Entering Unmasked Estep 
Score: -5660225.500000 Penalty: 3482.055908
	Iteration 8F: 3 clusters Score -5660226 nChanged 1931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5572 members 
Mstep: Class 2 contains 39410 members 
Entering Unmasked Estep 
Score: -5661851.500000 Penalty: 3482.055908
	Iteration 9Q: 3 clusters Score -5661852 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 40596 members 
Entering Unmasked Estep 
Score: -5662894.000000 Penalty: 3482.055908
	Iteration 10Q: 3 clusters Score -5662894 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 41484 members 
Entering Unmasked Estep 
Score: -5663582.500000 Penalty: 3482.055908
	Iteration 11Q: 3 clusters Score -5663582 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 42162 members 
Entering Unmasked Estep 
Score: -5664053.500000 Penalty: 3482.055908
	Iteration 12Q: 3 clusters Score -5664054 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 42699 members 
Entering Unmasked Estep 
Score: -5664386.500000 Penalty: 3482.055908
	Iteration 13Q: 3 clusters Score -5664386 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 43131 members 
Entering Unmasked Estep 
Score: -5664672.000000 Penalty: 3482.055908
	Iteration 14Q: 3 clusters Score -5664672 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 43464 members 
Entering Unmasked Estep 
Score: -5664928.000000 Penalty: 3482.055908
	Iteration 15Q: 3 clusters Score -5664928 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 43728 members 
Entering Unmasked Estep 
Score: -5665070.000000 Penalty: 3482.055908
	Iteration 16Q: 3 clusters Score -5665070 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 43907 members 
Entering Unmasked Estep 
Score: -5665179.000000 Penalty: 3482.055908
	Iteration 17Q: 3 clusters Score -5665179 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 44028 members 
Entering Unmasked Estep 
Score: -5665253.500000 Penalty: 3482.055908
	Iteration 18Q: 3 clusters Score -5665254 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 44109 members 
Entering Unmasked Estep 
Score: -5665274.000000 Penalty: 3482.055908
	Iteration 19Q: 3 clusters Score -5665274 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 44166 members 
Entering Unmasked Estep 
Score: -5665300.000000 Penalty: 3482.055908
	Iteration 20F: 3 clusters Score -5665300 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 44214 members 
Entering Unmasked Estep 
Score: -5665327.000000 Penalty: 3482.055908
	Iteration 21Q: 3 clusters Score -5665327 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 44246 members 
Entering Unmasked Estep 
Score: -5665354.500000 Penalty: 3482.055908
	Iteration 22Q: 3 clusters Score -5665354 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 44274 members 
Entering Unmasked Estep 
Score: -5665377.500000 Penalty: 3482.055908
	Iteration 23Q: 3 clusters Score -5665378 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 44299 members 
Entering Unmasked Estep 
Score: -5665393.000000 Penalty: 3482.055908
	Iteration 24Q: 3 clusters Score -5665393 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 44320 members 
Entering Unmasked Estep 
Score: -5665407.000000 Penalty: 3482.055908
	Iteration 25Q: 3 clusters Score -5665407 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 44340 members 
Entering Unmasked Estep 
Score: -5665419.000000 Penalty: 3482.055908
	Iteration 26Q: 3 clusters Score -5665419 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 44362 members 
Entering Unmasked Estep 
Score: -5665437.500000 Penalty: 3482.055908
	Iteration 27Q: 3 clusters Score -5665438 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 44374 members 
Entering Unmasked Estep 
Score: -5665438.000000 Penalty: 3482.055908
	Iteration 28Q: 3 clusters Score -5665438 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 44383 members 
Entering Unmasked Estep 
Score: -5665446.000000 Penalty: 3482.055908
	Iteration 29Q: 3 clusters Score -5665446 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 44394 members 
Entering Unmasked Estep 
Score: -5665448.000000 Penalty: 3482.055908
	Iteration 30Q: 3 clusters Score -5665448 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 44406 members 
Entering Unmasked Estep 
Score: -5665453.000000 Penalty: 3482.055908
	Iteration 31Q: 3 clusters Score -5665453 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 44413 members 
Entering Unmasked Estep 
Score: -5665465.500000 Penalty: 3482.055908
	Iteration 32Q: 3 clusters Score -5665466 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 44419 members 
Entering Unmasked Estep 
Score: -5665466.500000 Penalty: 3482.055908
	Iteration 33Q: 3 clusters Score -5665466 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 44425 members 
Entering Unmasked Estep 
Score: -5665472.000000 Penalty: 3482.055908
	Iteration 34Q: 3 clusters Score -5665472 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 44425 members 
Entering Unmasked Estep 
Score: -5665471.000000 Penalty: 3482.055908
	Iteration 35Q: 3 clusters Score -5665471 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 44426 members 
Entering Unmasked Estep 
Score: -5665472.000000 Penalty: 3482.055908
	Iteration 36Q: 3 clusters Score -5665472 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 44429 members 
Entering Unmasked Estep 
Score: -5665476.000000 Penalty: 3482.055908
	Iteration 37Q: 3 clusters Score -5665476 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 44431 members 
Entering Unmasked Estep 
Score: -5665475.500000 Penalty: 3482.055908
	Iteration 38Q: 3 clusters Score -5665476 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 44432 members 
Entering Unmasked Estep 
Score: -5665475.000000 Penalty: 3482.055908
	Iteration 39Q: 3 clusters Score -5665475 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 44432 members 
Entering Unmasked Estep 
Score: -5665475.000000 Penalty: 3482.055908
	Iteration 40F: 3 clusters Score -5665475 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (14237 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14237 members 
Entering Unmasked Estep 
Score: -1797742.875000 Penalty: 1554.084961
	Iteration 0F: 2 clusters Score -1797743 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7124 members 
Mstep: Class 2 contains 7113 members 
Entering Unmasked Estep 
Score: -1787867.750000 Penalty: 3108.169922
	Iteration 0F: 3 clusters Score -1787868 nChanged 6249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7101 members 
Mstep: Class 2 contains 7136 members 
Entering Unmasked Estep 
Score: -1791557.250000 Penalty: 3108.169922
	Iteration 1F: 3 clusters Score -1791557 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7074 members 
Mstep: Class 2 contains 7163 members 
Entering Unmasked Estep 
Score: -1792152.750000 Penalty: 3108.169922
	Iteration 2F: 3 clusters Score -1792153 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7026 members 
Mstep: Class 2 contains 7211 members 
Entering Unmasked Estep 
Score: -1792860.875000 Penalty: 3108.169922
	Iteration 3F: 3 clusters Score -1792861 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6977 members 
Mstep: Class 2 contains 7260 members 
Entering Unmasked Estep 
Score: -1793925.000000 Penalty: 3108.169922
	Iteration 4F: 3 clusters Score -1793925 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7005 members 
Mstep: Class 2 contains 7232 members 
Entering Unmasked Estep 
Score: -1795335.625000 Penalty: 3108.169922
	Iteration 5F: 3 clusters Score -1795336 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7075 members 
Mstep: Class 2 contains 7162 members 
Entering Unmasked Estep 
Score: -1796566.125000 Penalty: 3108.169922
	Iteration 6F: 3 clusters Score -1796566 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7197 members 
Mstep: Class 2 contains 7040 members 
Entering Unmasked Estep 
Score: -1797278.000000 Penalty: 3108.169922
	Iteration 7F: 3 clusters Score -1797278 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7328 members 
Mstep: Class 2 contains 6909 members 
Entering Unmasked Estep 
Score: -1797596.250000 Penalty: 3108.169922
	Iteration 8Q: 3 clusters Score -1797596 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7439 members 
Mstep: Class 2 contains 6798 members 
Entering Unmasked Estep 
Score: -1797741.250000 Penalty: 3108.169922
	Iteration 9Q: 3 clusters Score -1797741 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7517 members 
Mstep: Class 2 contains 6720 members 
Entering Unmasked Estep 
Score: -1797814.875000 Penalty: 3108.169922
	Iteration 10Q: 3 clusters Score -1797815 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7594 members 
Mstep: Class 2 contains 6643 members 
Entering Unmasked Estep 
Score: -1797859.875000 Penalty: 3108.169922
	Iteration 11Q: 3 clusters Score -1797860 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7652 members 
Mstep: Class 2 contains 6585 members 
Entering Unmasked Estep 
Score: -1797895.625000 Penalty: 3108.169922
	Iteration 12Q: 3 clusters Score -1797896 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7698 members 
Mstep: Class 2 contains 6539 members 
Entering Unmasked Estep 
Score: -1797910.500000 Penalty: 3108.169922
	Iteration 13Q: 3 clusters Score -1797910 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7744 members 
Mstep: Class 2 contains 6493 members 
Entering Unmasked Estep 
Score: -1797928.500000 Penalty: 3108.169922
	Iteration 14Q: 3 clusters Score -1797928 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7782 members 
Mstep: Class 2 contains 6455 members 
Entering Unmasked Estep 
Score: -1797942.625000 Penalty: 3108.169922
	Iteration 15Q: 3 clusters Score -1797943 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7819 members 
Mstep: Class 2 contains 6418 members 
Entering Unmasked Estep 
Score: -1797946.125000 Penalty: 3108.169922
	Iteration 16Q: 3 clusters Score -1797946 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7856 members 
Mstep: Class 2 contains 6381 members 
Entering Unmasked Estep 
Score: -1797959.000000 Penalty: 3108.169922
	Iteration 17Q: 3 clusters Score -1797959 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7882 members 
Mstep: Class 2 contains 6355 members 
Entering Unmasked Estep 
Score: -1797961.125000 Penalty: 3108.169922
	Iteration 18Q: 3 clusters Score -1797961 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7907 members 
Mstep: Class 2 contains 6330 members 
Entering Unmasked Estep 
Score: -1797968.375000 Penalty: 3108.169922
	Iteration 19Q: 3 clusters Score -1797968 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7936 members 
Mstep: Class 2 contains 6301 members 
Entering Unmasked Estep 
Score: -1797975.250000 Penalty: 3108.169922
	Iteration 20F: 3 clusters Score -1797975 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7973 members 
Mstep: Class 2 contains 6264 members 
Entering Unmasked Estep 
Score: -1797986.625000 Penalty: 3108.169922
	Iteration 21Q: 3 clusters Score -1797987 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8013 members 
Mstep: Class 2 contains 6224 members 
Entering Unmasked Estep 
Score: -1797988.375000 Penalty: 3108.169922
	Iteration 22Q: 3 clusters Score -1797988 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8038 members 
Mstep: Class 2 contains 6199 members 
Entering Unmasked Estep 
Score: -1797995.875000 Penalty: 3108.169922
	Iteration 23Q: 3 clusters Score -1797996 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8068 members 
Mstep: Class 2 contains 6169 members 
Entering Unmasked Estep 
Score: -1798005.375000 Penalty: 3108.169922
	Iteration 24Q: 3 clusters Score -1798005 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8104 members 
Mstep: Class 2 contains 6133 members 
Entering Unmasked Estep 
Score: -1798011.375000 Penalty: 3108.169922
	Iteration 25Q: 3 clusters Score -1798011 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8129 members 
Mstep: Class 2 contains 6108 members 
Entering Unmasked Estep 
Score: -1798015.500000 Penalty: 3108.169922
	Iteration 26Q: 3 clusters Score -1798016 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8152 members 
Mstep: Class 2 contains 6085 members 
Entering Unmasked Estep 
Score: -1798015.875000 Penalty: 3108.169922
	Iteration 27Q: 3 clusters Score -1798016 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8170 members 
Mstep: Class 2 contains 6067 members 
Entering Unmasked Estep 
Score: -1798021.500000 Penalty: 3108.169922
	Iteration 28Q: 3 clusters Score -1798022 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8193 members 
Mstep: Class 2 contains 6044 members 
Entering Unmasked Estep 
Score: -1798023.750000 Penalty: 3108.169922
	Iteration 29Q: 3 clusters Score -1798024 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8206 members 
Mstep: Class 2 contains 6031 members 
Entering Unmasked Estep 
Score: -1798022.750000 Penalty: 3108.169922
	Iteration 30Q: 3 clusters Score -1798023 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8215 members 
Mstep: Class 2 contains 6022 members 
Entering Unmasked Estep 
Score: -1798025.125000 Penalty: 3108.169922
	Iteration 31Q: 3 clusters Score -1798025 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8224 members 
Mstep: Class 2 contains 6013 members 
Entering Unmasked Estep 
Score: -1798020.500000 Penalty: 3108.169922
	Iteration 32Q: 3 clusters Score -1798020 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8231 members 
Mstep: Class 2 contains 6006 members 
Entering Unmasked Estep 
Score: -1798025.625000 Penalty: 3108.169922
	Iteration 33Q: 3 clusters Score -1798026 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8239 members 
Mstep: Class 2 contains 5998 members 
Entering Unmasked Estep 
Score: -1798024.750000 Penalty: 3108.169922
	Iteration 34Q: 3 clusters Score -1798025 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8247 members 
Mstep: Class 2 contains 5990 members 
Entering Unmasked Estep 
Score: -1798027.875000 Penalty: 3108.169922
	Iteration 35Q: 3 clusters Score -1798028 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8249 members 
Mstep: Class 2 contains 5988 members 
Entering Unmasked Estep 
Score: -1798029.500000 Penalty: 3108.169922
	Iteration 36Q: 3 clusters Score -1798030 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8251 members 
Mstep: Class 2 contains 5986 members 
Entering Unmasked Estep 
Score: -1798028.250000 Penalty: 3108.169922
	Iteration 37Q: 3 clusters Score -1798028 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8253 members 
Mstep: Class 2 contains 5984 members 
Entering Unmasked Estep 
Score: -1798028.875000 Penalty: 3108.169922
	Iteration 38Q: 3 clusters Score -1798029 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8255 members 
Mstep: Class 2 contains 5982 members 
Entering Unmasked Estep 
Score: -1798028.625000 Penalty: 3108.169922
	Iteration 39Q: 3 clusters Score -1798029 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8255 members 
Mstep: Class 2 contains 5982 members 
Entering Unmasked Estep 
Score: -1798028.625000 Penalty: 3108.169922
	Iteration 40F: 3 clusters Score -1798029 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 7328 members 
Mstep: Class 2 contains 2946 members 
Mstep: Class 3 contains 13739 members 
Mstep: Class 4 contains 2381 members 
Mstep: Class 5 contains 2724 members 
Mstep: Class 6 contains 2014 members 
Mstep: Class 7 contains 75409 members 
Mstep: Class 8 contains 11205 members 
Mstep: Class 9 contains 44982 members 
Mstep: Class 10 contains 8255 members 
Mstep: Class 11 contains 42231 members 
Mstep: Class 12 contains 47046 members 
Mstep: Class 13 contains 32048 members 
Mstep: Class 14 contains 3211 members 
Mstep: Class 15 contains 12521 members 
Mstep: Class 16 contains 29634 members 
Mstep: Class 17 contains 15092 members 
Mstep: Class 18 contains 13969 members 
Mstep: Class 19 contains 26064 members 
Mstep: Class 20 contains 1987 members 
Mstep: Class 21 contains 13390 members 
Mstep: Class 22 contains 435 members 
Mstep: Class 23 contains 27787 members 
Mstep: Class 24 contains 8426 members 
Mstep: Class 25 contains 33660 members 
Mstep: Class 26 contains 5942 members 
Mstep: Class 27 contains 26756 members 
Mstep: Class 28 contains 25931 members 
Mstep: Class 29 contains 19055 members 
Mstep: Class 30 contains 4102 members 
Mstep: Class 31 contains 17956 members 
Mstep: Class 32 contains 4824 members 
Mstep: Class 33 contains 4036 members 
Mstep: Class 34 contains 2331 members 
Mstep: Class 35 contains 5213 members 
Mstep: Class 36 contains 3587 members 
Mstep: Class 37 contains 2736 members 
Mstep: Class 38 contains 2130 members 
Mstep: Class 39 contains 1041 members 
Mstep: Class 40 contains 22173 members 
Mstep: Class 41 contains 3090 members 
Mstep: Class 42 contains 4835 members 
Mstep: Class 43 contains 12750 members 
Mstep: Class 44 contains 5316 members 
Mstep: Class 45 contains 143038 members 
Mstep: Class 46 contains 480 members 
Mstep: Class 47 contains 4060 members 
Mstep: Class 48 contains 3151 members 
Mstep: Class 49 contains 11576 members 
Mstep: Class 50 contains 5982 members 
Entering Unmasked Estep 
Score: -100306768.000000 Penalty: 110644.859375
Splitting cluster 10 changes total score from -100307192.000000 to -100306768.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 11 (42231 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42231 members 
Entering Unmasked Estep 
Score: -5327805.500000 Penalty: 1730.772827
	Iteration 0F: 2 clusters Score -5327806 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21114 members 
Mstep: Class 2 contains 21117 members 
Entering Unmasked Estep 
Score: -5299266.500000 Penalty: 3461.545654
	Iteration 0F: 3 clusters Score -5299266 nChanged 19836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21692 members 
Mstep: Class 2 contains 20539 members 
Entering Unmasked Estep 
Score: -5310768.000000 Penalty: 3461.545654
	Iteration 1F: 3 clusters Score -5310768 nChanged 2022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22162 members 
Mstep: Class 2 contains 20069 members 
Entering Unmasked Estep 
Score: -5311547.000000 Penalty: 3461.545654
	Iteration 2Q: 3 clusters Score -5311547 nChanged 2145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22775 members 
Mstep: Class 2 contains 19456 members 
Entering Unmasked Estep 
Score: -5312488.000000 Penalty: 3461.545654
	Iteration 3F: 3 clusters Score -5312488 nChanged 2226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23573 members 
Mstep: Class 2 contains 18658 members 
Entering Unmasked Estep 
Score: -5313545.000000 Penalty: 3461.545654
	Iteration 4F: 3 clusters Score -5313545 nChanged 2296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24445 members 
Mstep: Class 2 contains 17786 members 
Entering Unmasked Estep 
Score: -5314643.000000 Penalty: 3461.545654
	Iteration 5F: 3 clusters Score -5314643 nChanged 2235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25386 members 
Mstep: Class 2 contains 16845 members 
Entering Unmasked Estep 
Score: -5315678.000000 Penalty: 3461.545654
	Iteration 6F: 3 clusters Score -5315678 nChanged 2080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26398 members 
Mstep: Class 2 contains 15833 members 
Entering Unmasked Estep 
Score: -5316631.500000 Penalty: 3461.545654
	Iteration 7Q: 3 clusters Score -5316632 nChanged 1930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27456 members 
Mstep: Class 2 contains 14775 members 
Entering Unmasked Estep 
Score: -5317550.000000 Penalty: 3461.545654
	Iteration 8Q: 3 clusters Score -5317550 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28531 members 
Mstep: Class 2 contains 13700 members 
Entering Unmasked Estep 
Score: -5318473.000000 Penalty: 3461.545654
	Iteration 9Q: 3 clusters Score -5318473 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29582 members 
Mstep: Class 2 contains 12649 members 
Entering Unmasked Estep 
Score: -5319397.500000 Penalty: 3461.545654
	Iteration 10Q: 3 clusters Score -5319398 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30597 members 
Mstep: Class 2 contains 11634 members 
Entering Unmasked Estep 
Score: -5320438.500000 Penalty: 3461.545654
	Iteration 11Q: 3 clusters Score -5320438 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31506 members 
Mstep: Class 2 contains 10725 members 
Entering Unmasked Estep 
Score: -5321487.500000 Penalty: 3461.545654
	Iteration 12Q: 3 clusters Score -5321488 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32307 members 
Mstep: Class 2 contains 9924 members 
Entering Unmasked Estep 
Score: -5322388.000000 Penalty: 3461.545654
	Iteration 13Q: 3 clusters Score -5322388 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33014 members 
Mstep: Class 2 contains 9217 members 
Entering Unmasked Estep 
Score: -5322943.500000 Penalty: 3461.545654
	Iteration 14Q: 3 clusters Score -5322944 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33668 members 
Mstep: Class 2 contains 8563 members 
Entering Unmasked Estep 
Score: -5323372.000000 Penalty: 3461.545654
	Iteration 15Q: 3 clusters Score -5323372 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34309 members 
Mstep: Class 2 contains 7922 members 
Entering Unmasked Estep 
Score: -5323764.000000 Penalty: 3461.545654
	Iteration 16Q: 3 clusters Score -5323764 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34890 members 
Mstep: Class 2 contains 7341 members 
Entering Unmasked Estep 
Score: -5324102.500000 Penalty: 3461.545654
	Iteration 17Q: 3 clusters Score -5324102 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35451 members 
Mstep: Class 2 contains 6780 members 
Entering Unmasked Estep 
Score: -5324432.500000 Penalty: 3461.545654
	Iteration 18Q: 3 clusters Score -5324432 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35958 members 
Mstep: Class 2 contains 6273 members 
Entering Unmasked Estep 
Score: -5324733.500000 Penalty: 3461.545654
	Iteration 19Q: 3 clusters Score -5324734 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36429 members 
Mstep: Class 2 contains 5802 members 
Entering Unmasked Estep 
Score: -5325033.000000 Penalty: 3461.545654
	Iteration 20F: 3 clusters Score -5325033 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36864 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -5325281.500000 Penalty: 3461.545654
	Iteration 21Q: 3 clusters Score -5325282 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37226 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -5325478.000000 Penalty: 3461.545654
	Iteration 22Q: 3 clusters Score -5325478 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37551 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -5325625.500000 Penalty: 3461.545654
	Iteration 23Q: 3 clusters Score -5325626 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37861 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -5325756.000000 Penalty: 3461.545654
	Iteration 24Q: 3 clusters Score -5325756 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38123 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -5325863.000000 Penalty: 3461.545654
	Iteration 25Q: 3 clusters Score -5325863 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38333 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -5325888.500000 Penalty: 3461.545654
	Iteration 26Q: 3 clusters Score -5325888 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38536 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -5325961.500000 Penalty: 3461.545654
	Iteration 27Q: 3 clusters Score -5325962 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38706 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -5326010.000000 Penalty: 3461.545654
	Iteration 28Q: 3 clusters Score -5326010 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38859 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -5326065.500000 Penalty: 3461.545654
	Iteration 29Q: 3 clusters Score -5326066 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38980 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -5326090.000000 Penalty: 3461.545654
	Iteration 30Q: 3 clusters Score -5326090 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39081 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -5326110.500000 Penalty: 3461.545654
	Iteration 31Q: 3 clusters Score -5326110 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39189 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -5326127.500000 Penalty: 3461.545654
	Iteration 32Q: 3 clusters Score -5326128 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39283 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -5326150.500000 Penalty: 3461.545654
	Iteration 33Q: 3 clusters Score -5326150 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39375 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -5326166.000000 Penalty: 3461.545654
	Iteration 34Q: 3 clusters Score -5326166 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39445 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -5326182.500000 Penalty: 3461.545654
	Iteration 35Q: 3 clusters Score -5326182 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39507 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -5326180.500000 Penalty: 3461.545654
	Iteration 36Q: 3 clusters Score -5326180 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39563 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -5326204.000000 Penalty: 3461.545654
	Iteration 37Q: 3 clusters Score -5326204 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39608 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -5326207.500000 Penalty: 3461.545654
	Iteration 38Q: 3 clusters Score -5326208 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39647 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -5326211.000000 Penalty: 3461.545654
	Iteration 39Q: 3 clusters Score -5326211 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39678 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -5326221.500000 Penalty: 3461.545654
	Iteration 40F: 3 clusters Score -5326222 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39709 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -5326221.000000 Penalty: 3461.545654
	Iteration 41Q: 3 clusters Score -5326221 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39745 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -5326235.000000 Penalty: 3461.545654
	Iteration 42Q: 3 clusters Score -5326235 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39790 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -5326240.500000 Penalty: 3461.545654
	Iteration 43Q: 3 clusters Score -5326240 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39825 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -5326246.500000 Penalty: 3461.545654
	Iteration 44Q: 3 clusters Score -5326246 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39857 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -5326268.500000 Penalty: 3461.545654
	Iteration 45Q: 3 clusters Score -5326268 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39892 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -5326262.500000 Penalty: 3461.545654
	Iteration 46Q: 3 clusters Score -5326262 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39923 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -5326267.500000 Penalty: 3461.545654
	Iteration 47Q: 3 clusters Score -5326268 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39962 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -5326284.000000 Penalty: 3461.545654
	Iteration 48Q: 3 clusters Score -5326284 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39994 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -5326280.500000 Penalty: 3461.545654
	Iteration 49Q: 3 clusters Score -5326280 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40027 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -5326289.500000 Penalty: 3461.545654
	Iteration 50Q: 3 clusters Score -5326290 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40065 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -5326301.500000 Penalty: 3461.545654
	Iteration 51Q: 3 clusters Score -5326302 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40099 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -5326306.000000 Penalty: 3461.545654
	Iteration 52Q: 3 clusters Score -5326306 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40133 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -5326309.000000 Penalty: 3461.545654
	Iteration 53Q: 3 clusters Score -5326309 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40164 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -5326319.500000 Penalty: 3461.545654
	Iteration 54Q: 3 clusters Score -5326320 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40193 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -5326329.000000 Penalty: 3461.545654
	Iteration 55Q: 3 clusters Score -5326329 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40213 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -5326331.000000 Penalty: 3461.545654
	Iteration 56Q: 3 clusters Score -5326331 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40228 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -5326324.000000 Penalty: 3461.545654
	Iteration 57Q: 3 clusters Score -5326324 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40241 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -5326331.500000 Penalty: 3461.545654
	Iteration 58Q: 3 clusters Score -5326332 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40256 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -5326340.000000 Penalty: 3461.545654
	Iteration 59Q: 3 clusters Score -5326340 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40272 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -5326330.000000 Penalty: 3461.545654
	Iteration 60F: 3 clusters Score -5326330 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40284 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -5326337.500000 Penalty: 3461.545654
	Iteration 61Q: 3 clusters Score -5326338 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40305 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -5326344.000000 Penalty: 3461.545654
	Iteration 62Q: 3 clusters Score -5326344 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40326 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -5326327.000000 Penalty: 3461.545654
	Iteration 63Q: 3 clusters Score -5326327 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40342 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -5326337.500000 Penalty: 3461.545654
	Iteration 64Q: 3 clusters Score -5326338 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40362 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -5326341.500000 Penalty: 3461.545654
	Iteration 65Q: 3 clusters Score -5326342 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40378 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -5326342.000000 Penalty: 3461.545654
	Iteration 66Q: 3 clusters Score -5326342 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40397 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -5326344.000000 Penalty: 3461.545654
	Iteration 67Q: 3 clusters Score -5326344 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40412 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -5326349.500000 Penalty: 3461.545654
	Iteration 68Q: 3 clusters Score -5326350 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40430 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -5326355.500000 Penalty: 3461.545654
	Iteration 69Q: 3 clusters Score -5326356 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40443 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -5326355.000000 Penalty: 3461.545654
	Iteration 70Q: 3 clusters Score -5326355 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40454 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -5326357.000000 Penalty: 3461.545654
	Iteration 71Q: 3 clusters Score -5326357 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40464 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -5326355.000000 Penalty: 3461.545654
	Iteration 72Q: 3 clusters Score -5326355 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40474 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -5326352.000000 Penalty: 3461.545654
	Iteration 73Q: 3 clusters Score -5326352 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40484 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -5326361.000000 Penalty: 3461.545654
	Iteration 74Q: 3 clusters Score -5326361 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40496 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -5326366.500000 Penalty: 3461.545654
	Iteration 75Q: 3 clusters Score -5326366 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40507 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -5326361.500000 Penalty: 3461.545654
	Iteration 76Q: 3 clusters Score -5326362 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40517 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -5326371.500000 Penalty: 3461.545654
	Iteration 77Q: 3 clusters Score -5326372 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40529 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -5326367.500000 Penalty: 3461.545654
	Iteration 78Q: 3 clusters Score -5326368 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40540 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -5326363.000000 Penalty: 3461.545654
	Iteration 79Q: 3 clusters Score -5326363 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40553 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -5326366.000000 Penalty: 3461.545654
	Iteration 80F: 3 clusters Score -5326366 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40560 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -5326373.500000 Penalty: 3461.545654
	Iteration 81Q: 3 clusters Score -5326374 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40562 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -5326369.500000 Penalty: 3461.545654
	Iteration 82Q: 3 clusters Score -5326370 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40565 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -5326368.500000 Penalty: 3461.545654
	Iteration 83Q: 3 clusters Score -5326368 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40568 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -5326373.000000 Penalty: 3461.545654
	Iteration 84Q: 3 clusters Score -5326373 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40569 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -5326373.500000 Penalty: 3461.545654
	Iteration 85Q: 3 clusters Score -5326374 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40569 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -5326373.500000 Penalty: 3461.545654
	Iteration 86F: 3 clusters Score -5326374 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (47046 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47046 members 
Entering Unmasked Estep 
Score: -5942858.500000 Penalty: 1748.318237
	Iteration 0F: 2 clusters Score -5942858 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23269 members 
Mstep: Class 2 contains 23777 members 
Entering Unmasked Estep 
Score: -5911591.500000 Penalty: 3496.636475
	Iteration 0F: 3 clusters Score -5911592 nChanged 21931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20162 members 
Mstep: Class 2 contains 26884 members 
Entering Unmasked Estep 
Score: -5924879.000000 Penalty: 3496.636475
	Iteration 1F: 3 clusters Score -5924879 nChanged 2927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18075 members 
Mstep: Class 2 contains 28971 members 
Entering Unmasked Estep 
Score: -5926519.000000 Penalty: 3496.636475
	Iteration 2F: 3 clusters Score -5926519 nChanged 3443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15360 members 
Mstep: Class 2 contains 31686 members 
Entering Unmasked Estep 
Score: -5928842.500000 Penalty: 3496.636475
	Iteration 3F: 3 clusters Score -5928842 nChanged 3533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12397 members 
Mstep: Class 2 contains 34649 members 
Entering Unmasked Estep 
Score: -5931366.500000 Penalty: 3496.636475
	Iteration 4F: 3 clusters Score -5931366 nChanged 3062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9627 members 
Mstep: Class 2 contains 37419 members 
Entering Unmasked Estep 
Score: -5933711.000000 Penalty: 3496.636475
	Iteration 5F: 3 clusters Score -5933711 nChanged 2585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7196 members 
Mstep: Class 2 contains 39850 members 
Entering Unmasked Estep 
Score: -5935789.500000 Penalty: 3496.636475
	Iteration 6F: 3 clusters Score -5935790 nChanged 2117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5121 members 
Mstep: Class 2 contains 41925 members 
Entering Unmasked Estep 
Score: -5937700.500000 Penalty: 3496.636475
	Iteration 7Q: 3 clusters Score -5937700 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 43463 members 
Entering Unmasked Estep 
Score: -5939171.500000 Penalty: 3496.636475
	Iteration 8Q: 3 clusters Score -5939172 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 44439 members 
Entering Unmasked Estep 
Score: -5940061.000000 Penalty: 3496.636475
	Iteration 9Q: 3 clusters Score -5940061 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 45027 members 
Entering Unmasked Estep 
Score: -5940541.000000 Penalty: 3496.636475
	Iteration 10Q: 3 clusters Score -5940541 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 45401 members 
Entering Unmasked Estep 
Score: -5940839.500000 Penalty: 3496.636475
	Iteration 11Q: 3 clusters Score -5940840 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 45652 members 
Entering Unmasked Estep 
Score: -5940981.500000 Penalty: 3496.636475
	Iteration 12Q: 3 clusters Score -5940982 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 45821 members 
Entering Unmasked Estep 
Score: -5941087.500000 Penalty: 3496.636475
	Iteration 13Q: 3 clusters Score -5941088 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 45962 members 
Entering Unmasked Estep 
Score: -5941180.000000 Penalty: 3496.636475
	Iteration 14Q: 3 clusters Score -5941180 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 46066 members 
Entering Unmasked Estep 
Score: -5941253.500000 Penalty: 3496.636475
	Iteration 15Q: 3 clusters Score -5941254 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 46135 members 
Entering Unmasked Estep 
Score: -5941303.500000 Penalty: 3496.636475
	Iteration 16Q: 3 clusters Score -5941304 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 46189 members 
Entering Unmasked Estep 
Score: -5941326.500000 Penalty: 3496.636475
	Iteration 17Q: 3 clusters Score -5941326 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 46226 members 
Entering Unmasked Estep 
Score: -5941355.500000 Penalty: 3496.636475
	Iteration 18Q: 3 clusters Score -5941356 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 46261 members 
Entering Unmasked Estep 
Score: -5941385.000000 Penalty: 3496.636475
	Iteration 19Q: 3 clusters Score -5941385 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 46292 members 
Entering Unmasked Estep 
Score: -5941407.000000 Penalty: 3496.636475
	Iteration 20F: 3 clusters Score -5941407 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 46308 members 
Entering Unmasked Estep 
Score: -5941419.000000 Penalty: 3496.636475
	Iteration 21Q: 3 clusters Score -5941419 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 46325 members 
Entering Unmasked Estep 
Score: -5941440.500000 Penalty: 3496.636475
	Iteration 22Q: 3 clusters Score -5941440 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 46335 members 
Entering Unmasked Estep 
Score: -5941441.500000 Penalty: 3496.636475
	Iteration 23Q: 3 clusters Score -5941442 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 46344 members 
Entering Unmasked Estep 
Score: -5941453.500000 Penalty: 3496.636475
	Iteration 24Q: 3 clusters Score -5941454 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 46355 members 
Entering Unmasked Estep 
Score: -5941454.500000 Penalty: 3496.636475
	Iteration 25Q: 3 clusters Score -5941454 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 46367 members 
Entering Unmasked Estep 
Score: -5941453.500000 Penalty: 3496.636475
	Iteration 26Q: 3 clusters Score -5941454 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 46382 members 
Entering Unmasked Estep 
Score: -5941464.000000 Penalty: 3496.636475
	Iteration 27Q: 3 clusters Score -5941464 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 46390 members 
Entering Unmasked Estep 
Score: -5941477.000000 Penalty: 3496.636475
	Iteration 28Q: 3 clusters Score -5941477 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 46392 members 
Entering Unmasked Estep 
Score: -5941474.000000 Penalty: 3496.636475
	Iteration 29Q: 3 clusters Score -5941474 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 46398 members 
Entering Unmasked Estep 
Score: -5941471.500000 Penalty: 3496.636475
	Iteration 30Q: 3 clusters Score -5941472 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 46404 members 
Entering Unmasked Estep 
Score: -5941480.500000 Penalty: 3496.636475
	Iteration 31Q: 3 clusters Score -5941480 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 46408 members 
Entering Unmasked Estep 
Score: -5941484.500000 Penalty: 3496.636475
	Iteration 32Q: 3 clusters Score -5941484 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 46411 members 
Entering Unmasked Estep 
Score: -5941486.500000 Penalty: 3496.636475
	Iteration 33Q: 3 clusters Score -5941486 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 46412 members 
Entering Unmasked Estep 
Score: -5941484.500000 Penalty: 3496.636475
	Iteration 34Q: 3 clusters Score -5941484 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 46413 members 
Entering Unmasked Estep 
Score: -5941491.000000 Penalty: 3496.636475
	Iteration 35Q: 3 clusters Score -5941491 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 46417 members 
Entering Unmasked Estep 
Score: -5941488.000000 Penalty: 3496.636475
	Iteration 36Q: 3 clusters Score -5941488 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 46416 members 
Entering Unmasked Estep 
Score: -5941490.500000 Penalty: 3496.636475
	Iteration 37Q: 3 clusters Score -5941490 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 46417 members 
Entering Unmasked Estep 
Score: -5941486.000000 Penalty: 3496.636475
	Iteration 38Q: 3 clusters Score -5941486 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 46419 members 
Entering Unmasked Estep 
Score: -5941489.500000 Penalty: 3496.636475
	Iteration 39Q: 3 clusters Score -5941490 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 46419 members 
Entering Unmasked Estep 
Score: -5941489.500000 Penalty: 3496.636475
	Iteration 40F: 3 clusters Score -5941490 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (32048 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32048 members 
Entering Unmasked Estep 
Score: -3863268.750000 Penalty: 1685.935913
	Iteration 0F: 2 clusters Score -3863269 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16076 members 
Mstep: Class 2 contains 15972 members 
Entering Unmasked Estep 
Score: -3841723.750000 Penalty: 3371.871826
	Iteration 0F: 3 clusters Score -3841724 nChanged 14833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16121 members 
Mstep: Class 2 contains 15927 members 
Entering Unmasked Estep 
Score: -3850151.000000 Penalty: 3371.871826
	Iteration 1F: 3 clusters Score -3850151 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16193 members 
Mstep: Class 2 contains 15855 members 
Entering Unmasked Estep 
Score: -3850938.250000 Penalty: 3371.871826
	Iteration 2F: 3 clusters Score -3850938 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16348 members 
Mstep: Class 2 contains 15700 members 
Entering Unmasked Estep 
Score: -3851842.750000 Penalty: 3371.871826
	Iteration 3F: 3 clusters Score -3851843 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16551 members 
Mstep: Class 2 contains 15497 members 
Entering Unmasked Estep 
Score: -3852723.750000 Penalty: 3371.871826
	Iteration 4F: 3 clusters Score -3852724 nChanged 1785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16810 members 
Mstep: Class 2 contains 15238 members 
Entering Unmasked Estep 
Score: -3853642.500000 Penalty: 3371.871826
	Iteration 5F: 3 clusters Score -3853642 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17113 members 
Mstep: Class 2 contains 14935 members 
Entering Unmasked Estep 
Score: -3854505.750000 Penalty: 3371.871826
	Iteration 6F: 3 clusters Score -3854506 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17396 members 
Mstep: Class 2 contains 14652 members 
Entering Unmasked Estep 
Score: -3855308.250000 Penalty: 3371.871826
	Iteration 7F: 3 clusters Score -3855308 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17671 members 
Mstep: Class 2 contains 14377 members 
Entering Unmasked Estep 
Score: -3855996.000000 Penalty: 3371.871826
	Iteration 8Q: 3 clusters Score -3855996 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17903 members 
Mstep: Class 2 contains 14145 members 
Entering Unmasked Estep 
Score: -3856627.750000 Penalty: 3371.871826
	Iteration 9Q: 3 clusters Score -3856628 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18091 members 
Mstep: Class 2 contains 13957 members 
Entering Unmasked Estep 
Score: -3857125.750000 Penalty: 3371.871826
	Iteration 10Q: 3 clusters Score -3857126 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18223 members 
Mstep: Class 2 contains 13825 members 
Entering Unmasked Estep 
Score: -3857555.750000 Penalty: 3371.871826
	Iteration 11Q: 3 clusters Score -3857556 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18339 members 
Mstep: Class 2 contains 13709 members 
Entering Unmasked Estep 
Score: -3857867.000000 Penalty: 3371.871826
	Iteration 12Q: 3 clusters Score -3857867 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18439 members 
Mstep: Class 2 contains 13609 members 
Entering Unmasked Estep 
Score: -3858121.250000 Penalty: 3371.871826
	Iteration 13Q: 3 clusters Score -3858121 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18554 members 
Mstep: Class 2 contains 13494 members 
Entering Unmasked Estep 
Score: -3858250.500000 Penalty: 3371.871826
	Iteration 14Q: 3 clusters Score -3858250 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18618 members 
Mstep: Class 2 contains 13430 members 
Entering Unmasked Estep 
Score: -3858342.250000 Penalty: 3371.871826
	Iteration 15Q: 3 clusters Score -3858342 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18690 members 
Mstep: Class 2 contains 13358 members 
Entering Unmasked Estep 
Score: -3858419.500000 Penalty: 3371.871826
	Iteration 16Q: 3 clusters Score -3858420 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18774 members 
Mstep: Class 2 contains 13274 members 
Entering Unmasked Estep 
Score: -3858463.750000 Penalty: 3371.871826
	Iteration 17Q: 3 clusters Score -3858464 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18867 members 
Mstep: Class 2 contains 13181 members 
Entering Unmasked Estep 
Score: -3858497.750000 Penalty: 3371.871826
	Iteration 18Q: 3 clusters Score -3858498 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18982 members 
Mstep: Class 2 contains 13066 members 
Entering Unmasked Estep 
Score: -3858529.500000 Penalty: 3371.871826
	Iteration 19Q: 3 clusters Score -3858530 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19101 members 
Mstep: Class 2 contains 12947 members 
Entering Unmasked Estep 
Score: -3858554.250000 Penalty: 3371.871826
	Iteration 20F: 3 clusters Score -3858554 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19230 members 
Mstep: Class 2 contains 12818 members 
Entering Unmasked Estep 
Score: -3858583.000000 Penalty: 3371.871826
	Iteration 21Q: 3 clusters Score -3858583 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19344 members 
Mstep: Class 2 contains 12704 members 
Entering Unmasked Estep 
Score: -3858602.000000 Penalty: 3371.871826
	Iteration 22Q: 3 clusters Score -3858602 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19457 members 
Mstep: Class 2 contains 12591 members 
Entering Unmasked Estep 
Score: -3858624.250000 Penalty: 3371.871826
	Iteration 23Q: 3 clusters Score -3858624 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19570 members 
Mstep: Class 2 contains 12478 members 
Entering Unmasked Estep 
Score: -3858659.250000 Penalty: 3371.871826
	Iteration 24Q: 3 clusters Score -3858659 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19677 members 
Mstep: Class 2 contains 12371 members 
Entering Unmasked Estep 
Score: -3858677.750000 Penalty: 3371.871826
	Iteration 25Q: 3 clusters Score -3858678 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19787 members 
Mstep: Class 2 contains 12261 members 
Entering Unmasked Estep 
Score: -3858698.250000 Penalty: 3371.871826
	Iteration 26Q: 3 clusters Score -3858698 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19893 members 
Mstep: Class 2 contains 12155 members 
Entering Unmasked Estep 
Score: -3858718.000000 Penalty: 3371.871826
	Iteration 27Q: 3 clusters Score -3858718 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20004 members 
Mstep: Class 2 contains 12044 members 
Entering Unmasked Estep 
Score: -3858735.750000 Penalty: 3371.871826
	Iteration 28Q: 3 clusters Score -3858736 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20132 members 
Mstep: Class 2 contains 11916 members 
Entering Unmasked Estep 
Score: -3858758.000000 Penalty: 3371.871826
	Iteration 29Q: 3 clusters Score -3858758 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20256 members 
Mstep: Class 2 contains 11792 members 
Entering Unmasked Estep 
Score: -3858779.500000 Penalty: 3371.871826
	Iteration 30Q: 3 clusters Score -3858780 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20365 members 
Mstep: Class 2 contains 11683 members 
Entering Unmasked Estep 
Score: -3858795.500000 Penalty: 3371.871826
	Iteration 31Q: 3 clusters Score -3858796 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20496 members 
Mstep: Class 2 contains 11552 members 
Entering Unmasked Estep 
Score: -3858833.500000 Penalty: 3371.871826
	Iteration 32Q: 3 clusters Score -3858834 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20633 members 
Mstep: Class 2 contains 11415 members 
Entering Unmasked Estep 
Score: -3858850.750000 Penalty: 3371.871826
	Iteration 33Q: 3 clusters Score -3858851 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20772 members 
Mstep: Class 2 contains 11276 members 
Entering Unmasked Estep 
Score: -3858868.500000 Penalty: 3371.871826
	Iteration 34Q: 3 clusters Score -3858868 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20929 members 
Mstep: Class 2 contains 11119 members 
Entering Unmasked Estep 
Score: -3858896.500000 Penalty: 3371.871826
	Iteration 35Q: 3 clusters Score -3858896 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21088 members 
Mstep: Class 2 contains 10960 members 
Entering Unmasked Estep 
Score: -3858934.500000 Penalty: 3371.871826
	Iteration 36Q: 3 clusters Score -3858934 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21262 members 
Mstep: Class 2 contains 10786 members 
Entering Unmasked Estep 
Score: -3858967.750000 Penalty: 3371.871826
	Iteration 37Q: 3 clusters Score -3858968 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21456 members 
Mstep: Class 2 contains 10592 members 
Entering Unmasked Estep 
Score: -3858984.000000 Penalty: 3371.871826
	Iteration 38Q: 3 clusters Score -3858984 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21664 members 
Mstep: Class 2 contains 10384 members 
Entering Unmasked Estep 
Score: -3859024.250000 Penalty: 3371.871826
	Iteration 39Q: 3 clusters Score -3859024 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21852 members 
Mstep: Class 2 contains 10196 members 
Entering Unmasked Estep 
Score: -3859054.000000 Penalty: 3371.871826
	Iteration 40F: 3 clusters Score -3859054 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22032 members 
Mstep: Class 2 contains 10016 members 
Entering Unmasked Estep 
Score: -3859080.750000 Penalty: 3371.871826
	Iteration 41Q: 3 clusters Score -3859081 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22214 members 
Mstep: Class 2 contains 9834 members 
Entering Unmasked Estep 
Score: -3859107.000000 Penalty: 3371.871826
	Iteration 42Q: 3 clusters Score -3859107 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22400 members 
Mstep: Class 2 contains 9648 members 
Entering Unmasked Estep 
Score: -3859141.250000 Penalty: 3371.871826
	Iteration 43Q: 3 clusters Score -3859141 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22593 members 
Mstep: Class 2 contains 9455 members 
Entering Unmasked Estep 
Score: -3859174.000000 Penalty: 3371.871826
	Iteration 44Q: 3 clusters Score -3859174 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22816 members 
Mstep: Class 2 contains 9232 members 
Entering Unmasked Estep 
Score: -3859220.750000 Penalty: 3371.871826
	Iteration 45Q: 3 clusters Score -3859221 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23032 members 
Mstep: Class 2 contains 9016 members 
Entering Unmasked Estep 
Score: -3859257.750000 Penalty: 3371.871826
	Iteration 46Q: 3 clusters Score -3859258 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23249 members 
Mstep: Class 2 contains 8799 members 
Entering Unmasked Estep 
Score: -3859285.000000 Penalty: 3371.871826
	Iteration 47Q: 3 clusters Score -3859285 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23462 members 
Mstep: Class 2 contains 8586 members 
Entering Unmasked Estep 
Score: -3859326.250000 Penalty: 3371.871826
	Iteration 48Q: 3 clusters Score -3859326 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23670 members 
Mstep: Class 2 contains 8378 members 
Entering Unmasked Estep 
Score: -3859364.250000 Penalty: 3371.871826
	Iteration 49Q: 3 clusters Score -3859364 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23889 members 
Mstep: Class 2 contains 8159 members 
Entering Unmasked Estep 
Score: -3859403.000000 Penalty: 3371.871826
	Iteration 50Q: 3 clusters Score -3859403 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24104 members 
Mstep: Class 2 contains 7944 members 
Entering Unmasked Estep 
Score: -3859444.250000 Penalty: 3371.871826
	Iteration 51Q: 3 clusters Score -3859444 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24328 members 
Mstep: Class 2 contains 7720 members 
Entering Unmasked Estep 
Score: -3859479.000000 Penalty: 3371.871826
	Iteration 52Q: 3 clusters Score -3859479 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24583 members 
Mstep: Class 2 contains 7465 members 
Entering Unmasked Estep 
Score: -3859550.750000 Penalty: 3371.871826
	Iteration 53Q: 3 clusters Score -3859551 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24855 members 
Mstep: Class 2 contains 7193 members 
Entering Unmasked Estep 
Score: -3859621.750000 Penalty: 3371.871826
	Iteration 54Q: 3 clusters Score -3859622 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25164 members 
Mstep: Class 2 contains 6884 members 
Entering Unmasked Estep 
Score: -3859692.500000 Penalty: 3371.871826
	Iteration 55Q: 3 clusters Score -3859692 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25474 members 
Mstep: Class 2 contains 6574 members 
Entering Unmasked Estep 
Score: -3859789.000000 Penalty: 3371.871826
	Iteration 56Q: 3 clusters Score -3859789 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25804 members 
Mstep: Class 2 contains 6244 members 
Entering Unmasked Estep 
Score: -3859879.500000 Penalty: 3371.871826
	Iteration 57Q: 3 clusters Score -3859880 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26127 members 
Mstep: Class 2 contains 5921 members 
Entering Unmasked Estep 
Score: -3859994.500000 Penalty: 3371.871826
	Iteration 58Q: 3 clusters Score -3859994 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26431 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -3860088.750000 Penalty: 3371.871826
	Iteration 59Q: 3 clusters Score -3860089 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26754 members 
Mstep: Class 2 contains 5294 members 
Entering Unmasked Estep 
Score: -3860207.250000 Penalty: 3371.871826
	Iteration 60F: 3 clusters Score -3860207 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27076 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -3860302.250000 Penalty: 3371.871826
	Iteration 61Q: 3 clusters Score -3860302 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27369 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -3860389.250000 Penalty: 3371.871826
	Iteration 62Q: 3 clusters Score -3860389 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27658 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -3860492.000000 Penalty: 3371.871826
	Iteration 63Q: 3 clusters Score -3860492 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27979 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -3860635.250000 Penalty: 3371.871826
	Iteration 64Q: 3 clusters Score -3860635 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28313 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -3860775.750000 Penalty: 3371.871826
	Iteration 65Q: 3 clusters Score -3860776 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28628 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -3860914.500000 Penalty: 3371.871826
	Iteration 66Q: 3 clusters Score -3860914 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28948 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -3861067.750000 Penalty: 3371.871826
	Iteration 67Q: 3 clusters Score -3861068 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29248 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -3861227.750000 Penalty: 3371.871826
	Iteration 68Q: 3 clusters Score -3861228 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29480 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -3861355.750000 Penalty: 3371.871826
	Iteration 69Q: 3 clusters Score -3861356 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29710 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -3861472.000000 Penalty: 3371.871826
	Iteration 70Q: 3 clusters Score -3861472 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29919 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -3861577.000000 Penalty: 3371.871826
	Iteration 71Q: 3 clusters Score -3861577 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30121 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -3861674.000000 Penalty: 3371.871826
	Iteration 72Q: 3 clusters Score -3861674 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30283 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -3861728.250000 Penalty: 3371.871826
	Iteration 73Q: 3 clusters Score -3861728 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30407 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -3861786.000000 Penalty: 3371.871826
	Iteration 74Q: 3 clusters Score -3861786 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30510 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -3861833.000000 Penalty: 3371.871826
	Iteration 75Q: 3 clusters Score -3861833 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30608 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -3861875.000000 Penalty: 3371.871826
	Iteration 76Q: 3 clusters Score -3861875 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30675 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -3861904.250000 Penalty: 3371.871826
	Iteration 77Q: 3 clusters Score -3861904 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30734 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -3861941.500000 Penalty: 3371.871826
	Iteration 78Q: 3 clusters Score -3861942 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30777 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -3861952.000000 Penalty: 3371.871826
	Iteration 79Q: 3 clusters Score -3861952 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30802 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -3861967.250000 Penalty: 3371.871826
	Iteration 80F: 3 clusters Score -3861967 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30837 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -3861986.250000 Penalty: 3371.871826
	Iteration 81Q: 3 clusters Score -3861986 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30876 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -3861994.750000 Penalty: 3371.871826
	Iteration 82Q: 3 clusters Score -3861995 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30917 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -3862019.750000 Penalty: 3371.871826
	Iteration 83Q: 3 clusters Score -3862020 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30960 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -3862045.750000 Penalty: 3371.871826
	Iteration 84Q: 3 clusters Score -3862046 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30997 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -3862067.250000 Penalty: 3371.871826
	Iteration 85Q: 3 clusters Score -3862067 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31017 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -3862098.250000 Penalty: 3371.871826
	Iteration 86Q: 3 clusters Score -3862098 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31042 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -3862119.000000 Penalty: 3371.871826
	Iteration 87Q: 3 clusters Score -3862119 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31070 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -3862134.500000 Penalty: 3371.871826
	Iteration 88Q: 3 clusters Score -3862134 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31092 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -3862139.750000 Penalty: 3371.871826
	Iteration 89Q: 3 clusters Score -3862140 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31113 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -3862154.250000 Penalty: 3371.871826
	Iteration 90Q: 3 clusters Score -3862154 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31124 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -3862159.000000 Penalty: 3371.871826
	Iteration 91Q: 3 clusters Score -3862159 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31132 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -3862159.000000 Penalty: 3371.871826
	Iteration 92Q: 3 clusters Score -3862159 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31143 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -3862166.000000 Penalty: 3371.871826
	Iteration 93Q: 3 clusters Score -3862166 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31151 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -3862170.000000 Penalty: 3371.871826
	Iteration 94Q: 3 clusters Score -3862170 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31155 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -3862173.000000 Penalty: 3371.871826
	Iteration 95Q: 3 clusters Score -3862173 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31160 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -3862175.000000 Penalty: 3371.871826
	Iteration 96Q: 3 clusters Score -3862175 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31162 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -3862175.000000 Penalty: 3371.871826
	Iteration 97Q: 3 clusters Score -3862175 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31164 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -3862175.000000 Penalty: 3371.871826
	Iteration 98Q: 3 clusters Score -3862175 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31166 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -3862175.250000 Penalty: 3371.871826
	Iteration 99Q: 3 clusters Score -3862175 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31170 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -3862177.250000 Penalty: 3371.871826
	Iteration 100F: 3 clusters Score -3862177 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31171 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -3862178.000000 Penalty: 3371.871826
	Iteration 101Q: 3 clusters Score -3862178 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31172 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -3862177.750000 Penalty: 3371.871826
	Iteration 102Q: 3 clusters Score -3862178 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31174 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -3862180.250000 Penalty: 3371.871826
	Iteration 103Q: 3 clusters Score -3862180 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31175 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -3862177.500000 Penalty: 3371.871826
	Iteration 104Q: 3 clusters Score -3862178 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31174 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -3862176.750000 Penalty: 3371.871826
	Iteration 105Q: 3 clusters Score -3862177 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31173 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -3862177.500000 Penalty: 3371.871826
	Iteration 106Q: 3 clusters Score -3862178 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31173 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -3862177.500000 Penalty: 3371.871826
	Iteration 107F: 3 clusters Score -3862178 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (3211 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Entering Unmasked Estep 
Score: -407730.562500 Penalty: 1312.079956
	Iteration 0F: 2 clusters Score -407730.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -404870.218750 Penalty: 2624.159912
	Iteration 0F: 3 clusters Score -404870.2 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -405556.406250 Penalty: 2624.159912
	Iteration 1F: 3 clusters Score -405556.4 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -405699.906250 Penalty: 2624.159912
	Iteration 2F: 3 clusters Score -405699.9 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -405815.500000 Penalty: 2624.159912
	Iteration 3F: 3 clusters Score -405815.5 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -405923.656250 Penalty: 2624.159912
	Iteration 4F: 3 clusters Score -405923.7 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -405999.218750 Penalty: 2624.159912
	Iteration 5Q: 3 clusters Score -405999.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -406069.062500 Penalty: 2624.159912
	Iteration 6Q: 3 clusters Score -406069.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -406124.875000 Penalty: 2624.159912
	Iteration 7Q: 3 clusters Score -406124.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -406172.156250 Penalty: 2624.159912
	Iteration 8Q: 3 clusters Score -406172.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -406221.812500 Penalty: 2624.159912
	Iteration 9Q: 3 clusters Score -406221.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -406264.406250 Penalty: 2624.159912
	Iteration 10Q: 3 clusters Score -406264.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -406307.937500 Penalty: 2624.159912
	Iteration 11Q: 3 clusters Score -406307.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -406332.218750 Penalty: 2624.159912
	Iteration 12Q: 3 clusters Score -406332.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -406356.343750 Penalty: 2624.159912
	Iteration 13Q: 3 clusters Score -406356.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -406382.343750 Penalty: 2624.159912
	Iteration 14Q: 3 clusters Score -406382.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -406400.843750 Penalty: 2624.159912
	Iteration 15Q: 3 clusters Score -406400.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -406419.625000 Penalty: 2624.159912
	Iteration 16Q: 3 clusters Score -406419.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -406434.218750 Penalty: 2624.159912
	Iteration 17Q: 3 clusters Score -406434.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -406451.437500 Penalty: 2624.159912
	Iteration 18Q: 3 clusters Score -406451.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -406463.937500 Penalty: 2624.159912
	Iteration 19Q: 3 clusters Score -406463.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -406477.343750 Penalty: 2624.159912
	Iteration 20F: 3 clusters Score -406477.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -406488.750000 Penalty: 2624.159912
	Iteration 21Q: 3 clusters Score -406488.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -406497.187500 Penalty: 2624.159912
	Iteration 22Q: 3 clusters Score -406497.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -406507.687500 Penalty: 2624.159912
	Iteration 23Q: 3 clusters Score -406507.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -406517.312500 Penalty: 2624.159912
	Iteration 24Q: 3 clusters Score -406517.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -406524.031250 Penalty: 2624.159912
	Iteration 25Q: 3 clusters Score -406524 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -406529.656250 Penalty: 2624.159912
	Iteration 26Q: 3 clusters Score -406529.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -406537.531250 Penalty: 2624.159912
	Iteration 27Q: 3 clusters Score -406537.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -406548.125000 Penalty: 2624.159912
	Iteration 28Q: 3 clusters Score -406548.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -406553.781250 Penalty: 2624.159912
	Iteration 29Q: 3 clusters Score -406553.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -406556.781250 Penalty: 2624.159912
	Iteration 30Q: 3 clusters Score -406556.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -406559.000000 Penalty: 2624.159912
	Iteration 31Q: 3 clusters Score -406559 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -406561.031250 Penalty: 2624.159912
	Iteration 32Q: 3 clusters Score -406561 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -406566.531250 Penalty: 2624.159912
	Iteration 33Q: 3 clusters Score -406566.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -406570.187500 Penalty: 2624.159912
	Iteration 34Q: 3 clusters Score -406570.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -406574.531250 Penalty: 2624.159912
	Iteration 35Q: 3 clusters Score -406574.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -406580.218750 Penalty: 2624.159912
	Iteration 36Q: 3 clusters Score -406580.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -406583.750000 Penalty: 2624.159912
	Iteration 37Q: 3 clusters Score -406583.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -406585.312500 Penalty: 2624.159912
	Iteration 38Q: 3 clusters Score -406585.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -406586.312500 Penalty: 2624.159912
	Iteration 39Q: 3 clusters Score -406586.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -406586.937500 Penalty: 2624.159912
	Iteration 40F: 3 clusters Score -406586.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -406588.656250 Penalty: 2624.159912
	Iteration 41Q: 3 clusters Score -406588.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -406588.500000 Penalty: 2624.159912
	Iteration 42Q: 3 clusters Score -406588.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -406588.593750 Penalty: 2624.159912
	Iteration 43Q: 3 clusters Score -406588.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -406589.031250 Penalty: 2624.159912
	Iteration 44Q: 3 clusters Score -406589 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -406588.937500 Penalty: 2624.159912
	Iteration 45Q: 3 clusters Score -406588.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -406588.937500 Penalty: 2624.159912
	Iteration 46F: 3 clusters Score -406588.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (12521 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12521 members 
Entering Unmasked Estep 
Score: -1599598.875000 Penalty: 1533.213867
	Iteration 0F: 2 clusters Score -1599599 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6229 members 
Mstep: Class 2 contains 6292 members 
Entering Unmasked Estep 
Score: -1590921.875000 Penalty: 3066.427734
	Iteration 0F: 3 clusters Score -1590922 nChanged 5510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6189 members 
Mstep: Class 2 contains 6332 members 
Entering Unmasked Estep 
Score: -1593819.625000 Penalty: 3066.427734
	Iteration 1F: 3 clusters Score -1593820 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6192 members 
Mstep: Class 2 contains 6329 members 
Entering Unmasked Estep 
Score: -1594047.000000 Penalty: 3066.427734
	Iteration 2F: 3 clusters Score -1594047 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6178 members 
Mstep: Class 2 contains 6343 members 
Entering Unmasked Estep 
Score: -1594189.750000 Penalty: 3066.427734
	Iteration 3Q: 3 clusters Score -1594190 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6125 members 
Mstep: Class 2 contains 6396 members 
Entering Unmasked Estep 
Score: -1594300.375000 Penalty: 3066.427734
	Iteration 4Q: 3 clusters Score -1594300 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6064 members 
Mstep: Class 2 contains 6457 members 
Entering Unmasked Estep 
Score: -1594383.125000 Penalty: 3066.427734
	Iteration 5Q: 3 clusters Score -1594383 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6006 members 
Mstep: Class 2 contains 6515 members 
Entering Unmasked Estep 
Score: -1594456.250000 Penalty: 3066.427734
	Iteration 6Q: 3 clusters Score -1594456 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5914 members 
Mstep: Class 2 contains 6607 members 
Entering Unmasked Estep 
Score: -1594520.500000 Penalty: 3066.427734
	Iteration 7Q: 3 clusters Score -1594520 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5808 members 
Mstep: Class 2 contains 6713 members 
Entering Unmasked Estep 
Score: -1594582.125000 Penalty: 3066.427734
	Iteration 8Q: 3 clusters Score -1594582 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 6846 members 
Entering Unmasked Estep 
Score: -1594638.125000 Penalty: 3066.427734
	Iteration 9Q: 3 clusters Score -1594638 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5528 members 
Mstep: Class 2 contains 6993 members 
Entering Unmasked Estep 
Score: -1594704.125000 Penalty: 3066.427734
	Iteration 10Q: 3 clusters Score -1594704 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 7189 members 
Entering Unmasked Estep 
Score: -1594790.500000 Penalty: 3066.427734
	Iteration 11Q: 3 clusters Score -1594790 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 7441 members 
Entering Unmasked Estep 
Score: -1594902.750000 Penalty: 3066.427734
	Iteration 12Q: 3 clusters Score -1594903 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 7745 members 
Entering Unmasked Estep 
Score: -1595052.875000 Penalty: 3066.427734
	Iteration 13Q: 3 clusters Score -1595053 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 8141 members 
Entering Unmasked Estep 
Score: -1595276.750000 Penalty: 3066.427734
	Iteration 14Q: 3 clusters Score -1595277 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 8617 members 
Entering Unmasked Estep 
Score: -1595547.000000 Penalty: 3066.427734
	Iteration 15Q: 3 clusters Score -1595547 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 9151 members 
Entering Unmasked Estep 
Score: -1595894.250000 Penalty: 3066.427734
	Iteration 16Q: 3 clusters Score -1595894 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 9689 members 
Entering Unmasked Estep 
Score: -1596270.875000 Penalty: 3066.427734
	Iteration 17Q: 3 clusters Score -1596271 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 10247 members 
Entering Unmasked Estep 
Score: -1596681.500000 Penalty: 3066.427734
	Iteration 18Q: 3 clusters Score -1596682 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 10748 members 
Entering Unmasked Estep 
Score: -1597059.375000 Penalty: 3066.427734
	Iteration 19Q: 3 clusters Score -1597059 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 11140 members 
Entering Unmasked Estep 
Score: -1597373.125000 Penalty: 3066.427734
	Iteration 20F: 3 clusters Score -1597373 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 11453 members 
Entering Unmasked Estep 
Score: -1597633.000000 Penalty: 3066.427734
	Iteration 21Q: 3 clusters Score -1597633 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 11711 members 
Entering Unmasked Estep 
Score: -1597828.125000 Penalty: 3066.427734
	Iteration 22Q: 3 clusters Score -1597828 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 11890 members 
Entering Unmasked Estep 
Score: -1597962.500000 Penalty: 3066.427734
	Iteration 23Q: 3 clusters Score -1597962 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 12007 members 
Entering Unmasked Estep 
Score: -1598063.875000 Penalty: 3066.427734
	Iteration 24Q: 3 clusters Score -1598064 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 12097 members 
Entering Unmasked Estep 
Score: -1598131.375000 Penalty: 3066.427734
	Iteration 25Q: 3 clusters Score -1598131 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 12157 members 
Entering Unmasked Estep 
Score: -1598185.125000 Penalty: 3066.427734
	Iteration 26Q: 3 clusters Score -1598185 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 12179 members 
Entering Unmasked Estep 
Score: -1598203.375000 Penalty: 3066.427734
	Iteration 27Q: 3 clusters Score -1598203 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 12194 members 
Entering Unmasked Estep 
Score: -1598216.250000 Penalty: 3066.427734
	Iteration 28Q: 3 clusters Score -1598216 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 12206 members 
Entering Unmasked Estep 
Score: -1598226.500000 Penalty: 3066.427734
	Iteration 29Q: 3 clusters Score -1598226 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 12221 members 
Entering Unmasked Estep 
Score: -1598241.625000 Penalty: 3066.427734
	Iteration 30Q: 3 clusters Score -1598242 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 12232 members 
Entering Unmasked Estep 
Score: -1598252.625000 Penalty: 3066.427734
	Iteration 31Q: 3 clusters Score -1598253 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 12237 members 
Entering Unmasked Estep 
Score: -1598253.750000 Penalty: 3066.427734
	Iteration 32Q: 3 clusters Score -1598254 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 12243 members 
Entering Unmasked Estep 
Score: -1598258.375000 Penalty: 3066.427734
	Iteration 33Q: 3 clusters Score -1598258 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 12246 members 
Entering Unmasked Estep 
Score: -1598261.750000 Penalty: 3066.427734
	Iteration 34Q: 3 clusters Score -1598262 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 12247 members 
Entering Unmasked Estep 
Score: -1598260.750000 Penalty: 3066.427734
	Iteration 35Q: 3 clusters Score -1598261 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 12248 members 
Entering Unmasked Estep 
Score: -1598262.000000 Penalty: 3066.427734
	Iteration 36Q: 3 clusters Score -1598262 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 12251 members 
Entering Unmasked Estep 
Score: -1598261.000000 Penalty: 3066.427734
	Iteration 37Q: 3 clusters Score -1598261 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 12253 members 
Entering Unmasked Estep 
Score: -1598266.375000 Penalty: 3066.427734
	Iteration 38Q: 3 clusters Score -1598266 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 12253 members 
Entering Unmasked Estep 
Score: -1598266.375000 Penalty: 3066.427734
	Iteration 39F: 3 clusters Score -1598266 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (29634 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29634 members 
Entering Unmasked Estep 
Score: -3848648.750000 Penalty: 1673.210083
	Iteration 0F: 2 clusters Score -3848649 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14721 members 
Mstep: Class 2 contains 14913 members 
Entering Unmasked Estep 
Score: -3828646.000000 Penalty: 3346.420166
	Iteration 0F: 3 clusters Score -3828646 nChanged 13710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13901 members 
Mstep: Class 2 contains 15733 members 
Entering Unmasked Estep 
Score: -3836268.250000 Penalty: 3346.420166
	Iteration 1F: 3 clusters Score -3836268 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13339 members 
Mstep: Class 2 contains 16295 members 
Entering Unmasked Estep 
Score: -3836694.000000 Penalty: 3346.420166
	Iteration 2Q: 3 clusters Score -3836694 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12552 members 
Mstep: Class 2 contains 17082 members 
Entering Unmasked Estep 
Score: -3837139.750000 Penalty: 3346.420166
	Iteration 3Q: 3 clusters Score -3837140 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11437 members 
Mstep: Class 2 contains 18197 members 
Entering Unmasked Estep 
Score: -3837733.500000 Penalty: 3346.420166
	Iteration 4Q: 3 clusters Score -3837734 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9929 members 
Mstep: Class 2 contains 19705 members 
Entering Unmasked Estep 
Score: -3838654.750000 Penalty: 3346.420166
	Iteration 5F: 3 clusters Score -3838655 nChanged 2002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7999 members 
Mstep: Class 2 contains 21635 members 
Entering Unmasked Estep 
Score: -3840061.000000 Penalty: 3346.420166
	Iteration 6F: 3 clusters Score -3840061 nChanged 2217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5814 members 
Mstep: Class 2 contains 23820 members 
Entering Unmasked Estep 
Score: -3841898.500000 Penalty: 3346.420166
	Iteration 7F: 3 clusters Score -3841898 nChanged 2097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 25907 members 
Entering Unmasked Estep 
Score: -3843806.750000 Penalty: 3346.420166
	Iteration 8F: 3 clusters Score -3843807 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 27516 members 
Entering Unmasked Estep 
Score: -3845364.750000 Penalty: 3346.420166
	Iteration 9F: 3 clusters Score -3845365 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 28495 members 
Entering Unmasked Estep 
Score: -3846308.250000 Penalty: 3346.420166
	Iteration 10Q: 3 clusters Score -3846308 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 28939 members 
Entering Unmasked Estep 
Score: -3846733.250000 Penalty: 3346.420166
	Iteration 11Q: 3 clusters Score -3846733 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 29151 members 
Entering Unmasked Estep 
Score: -3846909.500000 Penalty: 3346.420166
	Iteration 12Q: 3 clusters Score -3846910 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 29249 members 
Entering Unmasked Estep 
Score: -3847015.000000 Penalty: 3346.420166
	Iteration 13Q: 3 clusters Score -3847015 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 29301 members 
Entering Unmasked Estep 
Score: -3847084.750000 Penalty: 3346.420166
	Iteration 14Q: 3 clusters Score -3847085 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 29336 members 
Entering Unmasked Estep 
Score: -3847126.500000 Penalty: 3346.420166
	Iteration 15Q: 3 clusters Score -3847126 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 29354 members 
Entering Unmasked Estep 
Score: -3847150.750000 Penalty: 3346.420166
	Iteration 16Q: 3 clusters Score -3847151 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 29362 members 
Entering Unmasked Estep 
Score: -3847158.000000 Penalty: 3346.420166
	Iteration 17Q: 3 clusters Score -3847158 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 29377 members 
Entering Unmasked Estep 
Score: -3847178.250000 Penalty: 3346.420166
	Iteration 18Q: 3 clusters Score -3847178 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 29390 members 
Entering Unmasked Estep 
Score: -3847198.750000 Penalty: 3346.420166
	Iteration 19Q: 3 clusters Score -3847199 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 29401 members 
Entering Unmasked Estep 
Score: -3847218.000000 Penalty: 3346.420166
	Iteration 20F: 3 clusters Score -3847218 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 29407 members 
Entering Unmasked Estep 
Score: -3847223.000000 Penalty: 3346.420166
	Iteration 21Q: 3 clusters Score -3847223 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 29410 members 
Entering Unmasked Estep 
Score: -3847230.500000 Penalty: 3346.420166
	Iteration 22Q: 3 clusters Score -3847230 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 29410 members 
Entering Unmasked Estep 
Score: -3847230.000000 Penalty: 3346.420166
	Iteration 23Q: 3 clusters Score -3847230 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 29410 members 
Entering Unmasked Estep 
Score: -3847230.000000 Penalty: 3346.420166
	Iteration 24F: 3 clusters Score -3847230 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (15092 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15092 members 
Entering Unmasked Estep 
Score: -1883535.375000 Penalty: 1563.561890
	Iteration 0F: 2 clusters Score -1883535 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7505 members 
Mstep: Class 2 contains 7587 members 
Entering Unmasked Estep 
Score: -1873094.750000 Penalty: 3127.123779
	Iteration 0F: 3 clusters Score -1873095 nChanged 6775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6996 members 
Mstep: Class 2 contains 8096 members 
Entering Unmasked Estep 
Score: -1877145.375000 Penalty: 3127.123779
	Iteration 1F: 3 clusters Score -1877145 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6601 members 
Mstep: Class 2 contains 8491 members 
Entering Unmasked Estep 
Score: -1877800.625000 Penalty: 3127.123779
	Iteration 2F: 3 clusters Score -1877801 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6200 members 
Mstep: Class 2 contains 8892 members 
Entering Unmasked Estep 
Score: -1878536.750000 Penalty: 3127.123779
	Iteration 3F: 3 clusters Score -1878537 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5776 members 
Mstep: Class 2 contains 9316 members 
Entering Unmasked Estep 
Score: -1879291.625000 Penalty: 3127.123779
	Iteration 4F: 3 clusters Score -1879292 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 9771 members 
Entering Unmasked Estep 
Score: -1879942.875000 Penalty: 3127.123779
	Iteration 5F: 3 clusters Score -1879943 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 10204 members 
Entering Unmasked Estep 
Score: -1880401.750000 Penalty: 3127.123779
	Iteration 6F: 3 clusters Score -1880402 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 10533 members 
Entering Unmasked Estep 
Score: -1880687.250000 Penalty: 3127.123779
	Iteration 7Q: 3 clusters Score -1880687 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 10794 members 
Entering Unmasked Estep 
Score: -1880862.375000 Penalty: 3127.123779
	Iteration 8Q: 3 clusters Score -1880862 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 11013 members 
Entering Unmasked Estep 
Score: -1880973.250000 Penalty: 3127.123779
	Iteration 9Q: 3 clusters Score -1880973 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 11192 members 
Entering Unmasked Estep 
Score: -1881045.625000 Penalty: 3127.123779
	Iteration 10Q: 3 clusters Score -1881046 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 11353 members 
Entering Unmasked Estep 
Score: -1881109.250000 Penalty: 3127.123779
	Iteration 11Q: 3 clusters Score -1881109 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 11536 members 
Entering Unmasked Estep 
Score: -1881170.375000 Penalty: 3127.123779
	Iteration 12Q: 3 clusters Score -1881170 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 11726 members 
Entering Unmasked Estep 
Score: -1881235.500000 Penalty: 3127.123779
	Iteration 13Q: 3 clusters Score -1881236 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 11918 members 
Entering Unmasked Estep 
Score: -1881289.875000 Penalty: 3127.123779
	Iteration 14Q: 3 clusters Score -1881290 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 12093 members 
Entering Unmasked Estep 
Score: -1881340.625000 Penalty: 3127.123779
	Iteration 15Q: 3 clusters Score -1881341 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 12277 members 
Entering Unmasked Estep 
Score: -1881403.000000 Penalty: 3127.123779
	Iteration 16Q: 3 clusters Score -1881403 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 12453 members 
Entering Unmasked Estep 
Score: -1881459.375000 Penalty: 3127.123779
	Iteration 17Q: 3 clusters Score -1881459 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 12629 members 
Entering Unmasked Estep 
Score: -1881523.750000 Penalty: 3127.123779
	Iteration 18Q: 3 clusters Score -1881524 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 12785 members 
Entering Unmasked Estep 
Score: -1881565.875000 Penalty: 3127.123779
	Iteration 19Q: 3 clusters Score -1881566 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 12938 members 
Entering Unmasked Estep 
Score: -1881626.375000 Penalty: 3127.123779
	Iteration 20F: 3 clusters Score -1881626 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 13087 members 
Entering Unmasked Estep 
Score: -1881668.375000 Penalty: 3127.123779
	Iteration 21Q: 3 clusters Score -1881668 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 13238 members 
Entering Unmasked Estep 
Score: -1881720.500000 Penalty: 3127.123779
	Iteration 22Q: 3 clusters Score -1881720 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 13404 members 
Entering Unmasked Estep 
Score: -1881788.750000 Penalty: 3127.123779
	Iteration 23Q: 3 clusters Score -1881789 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 13553 members 
Entering Unmasked Estep 
Score: -1881845.125000 Penalty: 3127.123779
	Iteration 24Q: 3 clusters Score -1881845 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 13694 members 
Entering Unmasked Estep 
Score: -1881907.625000 Penalty: 3127.123779
	Iteration 25Q: 3 clusters Score -1881908 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 13834 members 
Entering Unmasked Estep 
Score: -1881970.625000 Penalty: 3127.123779
	Iteration 26Q: 3 clusters Score -1881971 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 13948 members 
Entering Unmasked Estep 
Score: -1882014.125000 Penalty: 3127.123779
	Iteration 27Q: 3 clusters Score -1882014 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 14046 members 
Entering Unmasked Estep 
Score: -1882061.250000 Penalty: 3127.123779
	Iteration 28Q: 3 clusters Score -1882061 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 14129 members 
Entering Unmasked Estep 
Score: -1882105.125000 Penalty: 3127.123779
	Iteration 29Q: 3 clusters Score -1882105 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 14208 members 
Entering Unmasked Estep 
Score: -1882151.625000 Penalty: 3127.123779
	Iteration 30Q: 3 clusters Score -1882152 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 14275 members 
Entering Unmasked Estep 
Score: -1882197.375000 Penalty: 3127.123779
	Iteration 31Q: 3 clusters Score -1882197 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 14329 members 
Entering Unmasked Estep 
Score: -1882216.250000 Penalty: 3127.123779
	Iteration 32Q: 3 clusters Score -1882216 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 14374 members 
Entering Unmasked Estep 
Score: -1882245.875000 Penalty: 3127.123779
	Iteration 33Q: 3 clusters Score -1882246 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 14411 members 
Entering Unmasked Estep 
Score: -1882265.750000 Penalty: 3127.123779
	Iteration 34Q: 3 clusters Score -1882266 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 14441 members 
Entering Unmasked Estep 
Score: -1882283.500000 Penalty: 3127.123779
	Iteration 35Q: 3 clusters Score -1882284 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 14463 members 
Entering Unmasked Estep 
Score: -1882299.750000 Penalty: 3127.123779
	Iteration 36Q: 3 clusters Score -1882300 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 14483 members 
Entering Unmasked Estep 
Score: -1882314.000000 Penalty: 3127.123779
	Iteration 37Q: 3 clusters Score -1882314 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 14503 members 
Entering Unmasked Estep 
Score: -1882323.750000 Penalty: 3127.123779
	Iteration 38Q: 3 clusters Score -1882324 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 14525 members 
Entering Unmasked Estep 
Score: -1882348.000000 Penalty: 3127.123779
	Iteration 39Q: 3 clusters Score -1882348 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 14544 members 
Entering Unmasked Estep 
Score: -1882362.750000 Penalty: 3127.123779
	Iteration 40F: 3 clusters Score -1882363 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 14561 members 
Entering Unmasked Estep 
Score: -1882374.750000 Penalty: 3127.123779
	Iteration 41Q: 3 clusters Score -1882375 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 14570 members 
Entering Unmasked Estep 
Score: -1882393.750000 Penalty: 3127.123779
	Iteration 42Q: 3 clusters Score -1882394 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 14584 members 
Entering Unmasked Estep 
Score: -1882405.250000 Penalty: 3127.123779
	Iteration 43Q: 3 clusters Score -1882405 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 14594 members 
Entering Unmasked Estep 
Score: -1882413.500000 Penalty: 3127.123779
	Iteration 44Q: 3 clusters Score -1882414 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 14606 members 
Entering Unmasked Estep 
Score: -1882418.000000 Penalty: 3127.123779
	Iteration 45Q: 3 clusters Score -1882418 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 14608 members 
Entering Unmasked Estep 
Score: -1882423.250000 Penalty: 3127.123779
	Iteration 46Q: 3 clusters Score -1882423 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 14610 members 
Entering Unmasked Estep 
Score: -1882421.875000 Penalty: 3127.123779
	Iteration 47Q: 3 clusters Score -1882422 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 14612 members 
Entering Unmasked Estep 
Score: -1882424.125000 Penalty: 3127.123779
	Iteration 48Q: 3 clusters Score -1882424 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 14615 members 
Entering Unmasked Estep 
Score: -1882426.625000 Penalty: 3127.123779
	Iteration 49Q: 3 clusters Score -1882427 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 14616 members 
Entering Unmasked Estep 
Score: -1882427.500000 Penalty: 3127.123779
	Iteration 50Q: 3 clusters Score -1882428 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 14620 members 
Entering Unmasked Estep 
Score: -1882426.375000 Penalty: 3127.123779
	Iteration 51Q: 3 clusters Score -1882426 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 14623 members 
Entering Unmasked Estep 
Score: -1882429.750000 Penalty: 3127.123779
	Iteration 52Q: 3 clusters Score -1882430 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 14623 members 
Entering Unmasked Estep 
Score: -1882429.750000 Penalty: 3127.123779
	Iteration 53F: 3 clusters Score -1882430 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (13969 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13969 members 
Entering Unmasked Estep 
Score: -1762880.375000 Penalty: 1550.996826
	Iteration 0F: 2 clusters Score -1762880 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7017 members 
Mstep: Class 2 contains 6952 members 
Entering Unmasked Estep 
Score: -1753160.625000 Penalty: 3101.993652
	Iteration 0F: 3 clusters Score -1753161 nChanged 6254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7269 members 
Mstep: Class 2 contains 6700 members 
Entering Unmasked Estep 
Score: -1756561.625000 Penalty: 3101.993652
	Iteration 1F: 3 clusters Score -1756562 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7419 members 
Mstep: Class 2 contains 6550 members 
Entering Unmasked Estep 
Score: -1757018.375000 Penalty: 3101.993652
	Iteration 2F: 3 clusters Score -1757018 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7650 members 
Mstep: Class 2 contains 6319 members 
Entering Unmasked Estep 
Score: -1757526.000000 Penalty: 3101.993652
	Iteration 3F: 3 clusters Score -1757526 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7939 members 
Mstep: Class 2 contains 6030 members 
Entering Unmasked Estep 
Score: -1758144.875000 Penalty: 3101.993652
	Iteration 4F: 3 clusters Score -1758145 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8223 members 
Mstep: Class 2 contains 5746 members 
Entering Unmasked Estep 
Score: -1758759.000000 Penalty: 3101.993652
	Iteration 5F: 3 clusters Score -1758759 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8445 members 
Mstep: Class 2 contains 5524 members 
Entering Unmasked Estep 
Score: -1759391.500000 Penalty: 3101.993652
	Iteration 6F: 3 clusters Score -1759392 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8593 members 
Mstep: Class 2 contains 5376 members 
Entering Unmasked Estep 
Score: -1759965.875000 Penalty: 3101.993652
	Iteration 7F: 3 clusters Score -1759966 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8613 members 
Mstep: Class 2 contains 5356 members 
Entering Unmasked Estep 
Score: -1760395.375000 Penalty: 3101.993652
	Iteration 8F: 3 clusters Score -1760395 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8539 members 
Mstep: Class 2 contains 5430 members 
Entering Unmasked Estep 
Score: -1760725.125000 Penalty: 3101.993652
	Iteration 9Q: 3 clusters Score -1760725 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8450 members 
Mstep: Class 2 contains 5519 members 
Entering Unmasked Estep 
Score: -1760927.750000 Penalty: 3101.993652
	Iteration 10Q: 3 clusters Score -1760928 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8335 members 
Mstep: Class 2 contains 5634 members 
Entering Unmasked Estep 
Score: -1761088.625000 Penalty: 3101.993652
	Iteration 11Q: 3 clusters Score -1761089 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8221 members 
Mstep: Class 2 contains 5748 members 
Entering Unmasked Estep 
Score: -1761205.250000 Penalty: 3101.993652
	Iteration 12Q: 3 clusters Score -1761205 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8137 members 
Mstep: Class 2 contains 5832 members 
Entering Unmasked Estep 
Score: -1761282.125000 Penalty: 3101.993652
	Iteration 13Q: 3 clusters Score -1761282 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8031 members 
Mstep: Class 2 contains 5938 members 
Entering Unmasked Estep 
Score: -1761350.750000 Penalty: 3101.993652
	Iteration 14Q: 3 clusters Score -1761351 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7950 members 
Mstep: Class 2 contains 6019 members 
Entering Unmasked Estep 
Score: -1761405.500000 Penalty: 3101.993652
	Iteration 15Q: 3 clusters Score -1761406 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7876 members 
Mstep: Class 2 contains 6093 members 
Entering Unmasked Estep 
Score: -1761455.125000 Penalty: 3101.993652
	Iteration 16Q: 3 clusters Score -1761455 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7823 members 
Mstep: Class 2 contains 6146 members 
Entering Unmasked Estep 
Score: -1761493.875000 Penalty: 3101.993652
	Iteration 17Q: 3 clusters Score -1761494 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7788 members 
Mstep: Class 2 contains 6181 members 
Entering Unmasked Estep 
Score: -1761518.875000 Penalty: 3101.993652
	Iteration 18Q: 3 clusters Score -1761519 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7741 members 
Mstep: Class 2 contains 6228 members 
Entering Unmasked Estep 
Score: -1761544.875000 Penalty: 3101.993652
	Iteration 19Q: 3 clusters Score -1761545 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7693 members 
Mstep: Class 2 contains 6276 members 
Entering Unmasked Estep 
Score: -1761560.000000 Penalty: 3101.993652
	Iteration 20F: 3 clusters Score -1761560 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7653 members 
Mstep: Class 2 contains 6316 members 
Entering Unmasked Estep 
Score: -1761572.750000 Penalty: 3101.993652
	Iteration 21Q: 3 clusters Score -1761573 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7619 members 
Mstep: Class 2 contains 6350 members 
Entering Unmasked Estep 
Score: -1761583.875000 Penalty: 3101.993652
	Iteration 22Q: 3 clusters Score -1761584 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7599 members 
Mstep: Class 2 contains 6370 members 
Entering Unmasked Estep 
Score: -1761587.875000 Penalty: 3101.993652
	Iteration 23Q: 3 clusters Score -1761588 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7575 members 
Mstep: Class 2 contains 6394 members 
Entering Unmasked Estep 
Score: -1761588.125000 Penalty: 3101.993652
	Iteration 24Q: 3 clusters Score -1761588 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7545 members 
Mstep: Class 2 contains 6424 members 
Entering Unmasked Estep 
Score: -1761595.000000 Penalty: 3101.993652
	Iteration 25Q: 3 clusters Score -1761595 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7530 members 
Mstep: Class 2 contains 6439 members 
Entering Unmasked Estep 
Score: -1761594.125000 Penalty: 3101.993652
	Iteration 26Q: 3 clusters Score -1761594 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7518 members 
Mstep: Class 2 contains 6451 members 
Entering Unmasked Estep 
Score: -1761595.250000 Penalty: 3101.993652
	Iteration 27Q: 3 clusters Score -1761595 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7516 members 
Mstep: Class 2 contains 6453 members 
Entering Unmasked Estep 
Score: -1761592.750000 Penalty: 3101.993652
	Iteration 28Q: 3 clusters Score -1761593 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7513 members 
Mstep: Class 2 contains 6456 members 
Entering Unmasked Estep 
Score: -1761593.750000 Penalty: 3101.993652
	Iteration 29Q: 3 clusters Score -1761594 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7510 members 
Mstep: Class 2 contains 6459 members 
Entering Unmasked Estep 
Score: -1761595.875000 Penalty: 3101.993652
	Iteration 30Q: 3 clusters Score -1761596 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7504 members 
Mstep: Class 2 contains 6465 members 
Entering Unmasked Estep 
Score: -1761592.375000 Penalty: 3101.993652
	Iteration 31Q: 3 clusters Score -1761592 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7500 members 
Mstep: Class 2 contains 6469 members 
Entering Unmasked Estep 
Score: -1761594.375000 Penalty: 3101.993652
	Iteration 32Q: 3 clusters Score -1761594 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7499 members 
Mstep: Class 2 contains 6470 members 
Entering Unmasked Estep 
Score: -1761594.750000 Penalty: 3101.993652
	Iteration 33Q: 3 clusters Score -1761595 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7498 members 
Mstep: Class 2 contains 6471 members 
Entering Unmasked Estep 
Score: -1761593.500000 Penalty: 3101.993652
	Iteration 34Q: 3 clusters Score -1761594 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7498 members 
Mstep: Class 2 contains 6471 members 
Entering Unmasked Estep 
Score: -1761593.500000 Penalty: 3101.993652
	Iteration 35F: 3 clusters Score -1761594 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (26064 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26064 members 
Entering Unmasked Estep 
Score: -3072606.750000 Penalty: 1652.350342
	Iteration 0F: 2 clusters Score -3072607 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13075 members 
Mstep: Class 2 contains 12989 members 
Entering Unmasked Estep 
Score: -3055000.000000 Penalty: 3304.700684
	Iteration 0F: 3 clusters Score -3055000 nChanged 11921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13326 members 
Mstep: Class 2 contains 12738 members 
Entering Unmasked Estep 
Score: -3062086.500000 Penalty: 3304.700684
	Iteration 1F: 3 clusters Score -3062086 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13421 members 
Mstep: Class 2 contains 12643 members 
Entering Unmasked Estep 
Score: -3062747.500000 Penalty: 3304.700684
	Iteration 2F: 3 clusters Score -3062748 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13624 members 
Mstep: Class 2 contains 12440 members 
Entering Unmasked Estep 
Score: -3063367.500000 Penalty: 3304.700684
	Iteration 3F: 3 clusters Score -3063368 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13935 members 
Mstep: Class 2 contains 12129 members 
Entering Unmasked Estep 
Score: -3064019.000000 Penalty: 3304.700684
	Iteration 4F: 3 clusters Score -3064019 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14260 members 
Mstep: Class 2 contains 11804 members 
Entering Unmasked Estep 
Score: -3064661.000000 Penalty: 3304.700684
	Iteration 5Q: 3 clusters Score -3064661 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14613 members 
Mstep: Class 2 contains 11451 members 
Entering Unmasked Estep 
Score: -3065270.750000 Penalty: 3304.700684
	Iteration 6Q: 3 clusters Score -3065271 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15033 members 
Mstep: Class 2 contains 11031 members 
Entering Unmasked Estep 
Score: -3065936.500000 Penalty: 3304.700684
	Iteration 7Q: 3 clusters Score -3065936 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15489 members 
Mstep: Class 2 contains 10575 members 
Entering Unmasked Estep 
Score: -3066558.000000 Penalty: 3304.700684
	Iteration 8Q: 3 clusters Score -3066558 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15932 members 
Mstep: Class 2 contains 10132 members 
Entering Unmasked Estep 
Score: -3067099.500000 Penalty: 3304.700684
	Iteration 9Q: 3 clusters Score -3067100 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16356 members 
Mstep: Class 2 contains 9708 members 
Entering Unmasked Estep 
Score: -3067543.250000 Penalty: 3304.700684
	Iteration 10Q: 3 clusters Score -3067543 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16763 members 
Mstep: Class 2 contains 9301 members 
Entering Unmasked Estep 
Score: -3067843.250000 Penalty: 3304.700684
	Iteration 11Q: 3 clusters Score -3067843 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17111 members 
Mstep: Class 2 contains 8953 members 
Entering Unmasked Estep 
Score: -3068013.000000 Penalty: 3304.700684
	Iteration 12Q: 3 clusters Score -3068013 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17436 members 
Mstep: Class 2 contains 8628 members 
Entering Unmasked Estep 
Score: -3068146.000000 Penalty: 3304.700684
	Iteration 13Q: 3 clusters Score -3068146 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17746 members 
Mstep: Class 2 contains 8318 members 
Entering Unmasked Estep 
Score: -3068235.000000 Penalty: 3304.700684
	Iteration 14Q: 3 clusters Score -3068235 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18080 members 
Mstep: Class 2 contains 7984 members 
Entering Unmasked Estep 
Score: -3068344.000000 Penalty: 3304.700684
	Iteration 15Q: 3 clusters Score -3068344 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18403 members 
Mstep: Class 2 contains 7661 members 
Entering Unmasked Estep 
Score: -3068433.000000 Penalty: 3304.700684
	Iteration 16Q: 3 clusters Score -3068433 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18783 members 
Mstep: Class 2 contains 7281 members 
Entering Unmasked Estep 
Score: -3068532.250000 Penalty: 3304.700684
	Iteration 17Q: 3 clusters Score -3068532 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19161 members 
Mstep: Class 2 contains 6903 members 
Entering Unmasked Estep 
Score: -3068671.750000 Penalty: 3304.700684
	Iteration 18Q: 3 clusters Score -3068672 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19536 members 
Mstep: Class 2 contains 6528 members 
Entering Unmasked Estep 
Score: -3068808.000000 Penalty: 3304.700684
	Iteration 19Q: 3 clusters Score -3068808 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19932 members 
Mstep: Class 2 contains 6132 members 
Entering Unmasked Estep 
Score: -3068959.250000 Penalty: 3304.700684
	Iteration 20F: 3 clusters Score -3068959 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20363 members 
Mstep: Class 2 contains 5701 members 
Entering Unmasked Estep 
Score: -3069155.000000 Penalty: 3304.700684
	Iteration 21Q: 3 clusters Score -3069155 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20785 members 
Mstep: Class 2 contains 5279 members 
Entering Unmasked Estep 
Score: -3069345.750000 Penalty: 3304.700684
	Iteration 22Q: 3 clusters Score -3069346 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21226 members 
Mstep: Class 2 contains 4838 members 
Entering Unmasked Estep 
Score: -3069562.500000 Penalty: 3304.700684
	Iteration 23Q: 3 clusters Score -3069562 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21670 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -3069789.000000 Penalty: 3304.700684
	Iteration 24Q: 3 clusters Score -3069789 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22094 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -3070021.750000 Penalty: 3304.700684
	Iteration 25Q: 3 clusters Score -3070022 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22511 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -3070283.250000 Penalty: 3304.700684
	Iteration 26Q: 3 clusters Score -3070283 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22900 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -3070515.750000 Penalty: 3304.700684
	Iteration 27Q: 3 clusters Score -3070516 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23214 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -3070701.250000 Penalty: 3304.700684
	Iteration 28Q: 3 clusters Score -3070701 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23508 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -3070874.500000 Penalty: 3304.700684
	Iteration 29Q: 3 clusters Score -3070874 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23759 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -3071007.000000 Penalty: 3304.700684
	Iteration 30Q: 3 clusters Score -3071007 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23982 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -3071140.750000 Penalty: 3304.700684
	Iteration 31Q: 3 clusters Score -3071141 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24163 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -3071229.750000 Penalty: 3304.700684
	Iteration 32Q: 3 clusters Score -3071230 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24302 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -3071284.000000 Penalty: 3304.700684
	Iteration 33Q: 3 clusters Score -3071284 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24414 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -3071332.500000 Penalty: 3304.700684
	Iteration 34Q: 3 clusters Score -3071332 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24506 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -3071374.250000 Penalty: 3304.700684
	Iteration 35Q: 3 clusters Score -3071374 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24591 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -3071404.750000 Penalty: 3304.700684
	Iteration 36Q: 3 clusters Score -3071405 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24665 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -3071446.750000 Penalty: 3304.700684
	Iteration 37Q: 3 clusters Score -3071447 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24744 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -3071479.500000 Penalty: 3304.700684
	Iteration 38Q: 3 clusters Score -3071480 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24809 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -3071505.750000 Penalty: 3304.700684
	Iteration 39Q: 3 clusters Score -3071506 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24860 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -3071530.250000 Penalty: 3304.700684
	Iteration 40F: 3 clusters Score -3071530 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24907 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -3071546.000000 Penalty: 3304.700684
	Iteration 41Q: 3 clusters Score -3071546 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24947 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -3071561.000000 Penalty: 3304.700684
	Iteration 42Q: 3 clusters Score -3071561 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24982 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -3071568.250000 Penalty: 3304.700684
	Iteration 43Q: 3 clusters Score -3071568 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25010 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -3071580.000000 Penalty: 3304.700684
	Iteration 44Q: 3 clusters Score -3071580 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25034 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -3071595.250000 Penalty: 3304.700684
	Iteration 45Q: 3 clusters Score -3071595 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25051 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -3071596.000000 Penalty: 3304.700684
	Iteration 46Q: 3 clusters Score -3071596 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25063 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -3071605.250000 Penalty: 3304.700684
	Iteration 47Q: 3 clusters Score -3071605 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25076 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -3071600.500000 Penalty: 3304.700684
	Iteration 48Q: 3 clusters Score -3071600 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25081 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -3071599.000000 Penalty: 3304.700684
	Iteration 49Q: 3 clusters Score -3071599 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25084 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -3071598.750000 Penalty: 3304.700684
	Iteration 50Q: 3 clusters Score -3071599 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25093 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -3071599.000000 Penalty: 3304.700684
	Iteration 51Q: 3 clusters Score -3071599 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25106 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -3071605.000000 Penalty: 3304.700684
	Iteration 52Q: 3 clusters Score -3071605 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25114 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -3071610.500000 Penalty: 3304.700684
	Iteration 53Q: 3 clusters Score -3071610 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25123 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -3071609.750000 Penalty: 3304.700684
	Iteration 54Q: 3 clusters Score -3071610 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25132 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -3071616.250000 Penalty: 3304.700684
	Iteration 55Q: 3 clusters Score -3071616 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25144 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -3071622.500000 Penalty: 3304.700684
	Iteration 56Q: 3 clusters Score -3071622 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25149 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -3071618.250000 Penalty: 3304.700684
	Iteration 57Q: 3 clusters Score -3071618 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25158 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -3071623.500000 Penalty: 3304.700684
	Iteration 58Q: 3 clusters Score -3071624 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25168 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -3071624.000000 Penalty: 3304.700684
	Iteration 59Q: 3 clusters Score -3071624 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25172 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -3071627.500000 Penalty: 3304.700684
	Iteration 60F: 3 clusters Score -3071628 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25181 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -3071627.250000 Penalty: 3304.700684
	Iteration 61Q: 3 clusters Score -3071627 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25183 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -3071631.750000 Penalty: 3304.700684
	Iteration 62Q: 3 clusters Score -3071632 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25185 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -3071632.250000 Penalty: 3304.700684
	Iteration 63Q: 3 clusters Score -3071632 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25185 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -3071632.250000 Penalty: 3304.700684
	Iteration 64F: 3 clusters Score -3071632 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (1987 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Entering Unmasked Estep 
Score: -246796.562500 Penalty: 1234.086914
	Iteration 0F: 2 clusters Score -246796.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -244729.250000 Penalty: 2468.173828
	Iteration 0F: 3 clusters Score -244729.2 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -245239.343750 Penalty: 2468.173828
	Iteration 1F: 3 clusters Score -245239.3 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -245466.359375 Penalty: 2468.173828
	Iteration 2F: 3 clusters Score -245466.4 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -245652.765625 Penalty: 2468.173828
	Iteration 3F: 3 clusters Score -245652.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -245778.187500 Penalty: 2468.173828
	Iteration 4F: 3 clusters Score -245778.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -245880.484375 Penalty: 2468.173828
	Iteration 5Q: 3 clusters Score -245880.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -245950.343750 Penalty: 2468.173828
	Iteration 6Q: 3 clusters Score -245950.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -246006.000000 Penalty: 2468.173828
	Iteration 7Q: 3 clusters Score -246006 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -246056.312500 Penalty: 2468.173828
	Iteration 8Q: 3 clusters Score -246056.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -246089.546875 Penalty: 2468.173828
	Iteration 9Q: 3 clusters Score -246089.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -246120.203125 Penalty: 2468.173828
	Iteration 10Q: 3 clusters Score -246120.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -246148.843750 Penalty: 2468.173828
	Iteration 11Q: 3 clusters Score -246148.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -246169.437500 Penalty: 2468.173828
	Iteration 12Q: 3 clusters Score -246169.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -246188.578125 Penalty: 2468.173828
	Iteration 13Q: 3 clusters Score -246188.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -246205.906250 Penalty: 2468.173828
	Iteration 14Q: 3 clusters Score -246205.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -246218.953125 Penalty: 2468.173828
	Iteration 15Q: 3 clusters Score -246219 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -246230.562500 Penalty: 2468.173828
	Iteration 16Q: 3 clusters Score -246230.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -246241.296875 Penalty: 2468.173828
	Iteration 17Q: 3 clusters Score -246241.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -246245.343750 Penalty: 2468.173828
	Iteration 18Q: 3 clusters Score -246245.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -246246.921875 Penalty: 2468.173828
	Iteration 19Q: 3 clusters Score -246246.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -246248.671875 Penalty: 2468.173828
	Iteration 20F: 3 clusters Score -246248.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -246248.578125 Penalty: 2468.173828
	Iteration 21Q: 3 clusters Score -246248.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -246249.562500 Penalty: 2468.173828
	Iteration 22Q: 3 clusters Score -246249.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -246250.265625 Penalty: 2468.173828
	Iteration 23Q: 3 clusters Score -246250.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -246252.156250 Penalty: 2468.173828
	Iteration 24Q: 3 clusters Score -246252.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -246253.078125 Penalty: 2468.173828
	Iteration 25Q: 3 clusters Score -246253.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -246253.078125 Penalty: 2468.173828
	Iteration 26F: 3 clusters Score -246253.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (13390 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13390 members 
Entering Unmasked Estep 
Score: -1699951.500000 Penalty: 1544.117798
	Iteration 0F: 2 clusters Score -1699952 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6682 members 
Mstep: Class 2 contains 6708 members 
Entering Unmasked Estep 
Score: -1690587.750000 Penalty: 3088.235596
	Iteration 0F: 3 clusters Score -1690588 nChanged 6003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6479 members 
Mstep: Class 2 contains 6911 members 
Entering Unmasked Estep 
Score: -1693774.625000 Penalty: 3088.235596
	Iteration 1F: 3 clusters Score -1693775 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6276 members 
Mstep: Class 2 contains 7114 members 
Entering Unmasked Estep 
Score: -1694145.250000 Penalty: 3088.235596
	Iteration 2F: 3 clusters Score -1694145 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5960 members 
Mstep: Class 2 contains 7430 members 
Entering Unmasked Estep 
Score: -1694601.000000 Penalty: 3088.235596
	Iteration 3F: 3 clusters Score -1694601 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5596 members 
Mstep: Class 2 contains 7794 members 
Entering Unmasked Estep 
Score: -1695125.750000 Penalty: 3088.235596
	Iteration 4F: 3 clusters Score -1695126 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 8231 members 
Entering Unmasked Estep 
Score: -1695743.500000 Penalty: 3088.235596
	Iteration 5F: 3 clusters Score -1695744 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 8697 members 
Entering Unmasked Estep 
Score: -1696367.750000 Penalty: 3088.235596
	Iteration 6F: 3 clusters Score -1696368 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 9171 members 
Entering Unmasked Estep 
Score: -1696909.125000 Penalty: 3088.235596
	Iteration 7F: 3 clusters Score -1696909 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 9559 members 
Entering Unmasked Estep 
Score: -1697313.000000 Penalty: 3088.235596
	Iteration 8F: 3 clusters Score -1697313 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 9886 members 
Entering Unmasked Estep 
Score: -1697630.750000 Penalty: 3088.235596
	Iteration 9Q: 3 clusters Score -1697631 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 10175 members 
Entering Unmasked Estep 
Score: -1697864.000000 Penalty: 3088.235596
	Iteration 10Q: 3 clusters Score -1697864 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 10444 members 
Entering Unmasked Estep 
Score: -1698029.125000 Penalty: 3088.235596
	Iteration 11Q: 3 clusters Score -1698029 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 10649 members 
Entering Unmasked Estep 
Score: -1698136.375000 Penalty: 3088.235596
	Iteration 12Q: 3 clusters Score -1698136 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 10816 members 
Entering Unmasked Estep 
Score: -1698216.875000 Penalty: 3088.235596
	Iteration 13Q: 3 clusters Score -1698217 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 10969 members 
Entering Unmasked Estep 
Score: -1698278.000000 Penalty: 3088.235596
	Iteration 14Q: 3 clusters Score -1698278 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 11101 members 
Entering Unmasked Estep 
Score: -1698329.375000 Penalty: 3088.235596
	Iteration 15Q: 3 clusters Score -1698329 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 11213 members 
Entering Unmasked Estep 
Score: -1698368.500000 Penalty: 3088.235596
	Iteration 16Q: 3 clusters Score -1698368 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 11324 members 
Entering Unmasked Estep 
Score: -1698406.125000 Penalty: 3088.235596
	Iteration 17Q: 3 clusters Score -1698406 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 11416 members 
Entering Unmasked Estep 
Score: -1698437.000000 Penalty: 3088.235596
	Iteration 18Q: 3 clusters Score -1698437 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 11492 members 
Entering Unmasked Estep 
Score: -1698456.750000 Penalty: 3088.235596
	Iteration 19Q: 3 clusters Score -1698457 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 11562 members 
Entering Unmasked Estep 
Score: -1698481.750000 Penalty: 3088.235596
	Iteration 20F: 3 clusters Score -1698482 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 11620 members 
Entering Unmasked Estep 
Score: -1698495.750000 Penalty: 3088.235596
	Iteration 21Q: 3 clusters Score -1698496 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 11676 members 
Entering Unmasked Estep 
Score: -1698513.500000 Penalty: 3088.235596
	Iteration 22Q: 3 clusters Score -1698514 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 11726 members 
Entering Unmasked Estep 
Score: -1698527.375000 Penalty: 3088.235596
	Iteration 23Q: 3 clusters Score -1698527 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 11776 members 
Entering Unmasked Estep 
Score: -1698543.000000 Penalty: 3088.235596
	Iteration 24Q: 3 clusters Score -1698543 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 11823 members 
Entering Unmasked Estep 
Score: -1698558.000000 Penalty: 3088.235596
	Iteration 25Q: 3 clusters Score -1698558 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 11859 members 
Entering Unmasked Estep 
Score: -1698566.625000 Penalty: 3088.235596
	Iteration 26Q: 3 clusters Score -1698567 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 11892 members 
Entering Unmasked Estep 
Score: -1698574.125000 Penalty: 3088.235596
	Iteration 27Q: 3 clusters Score -1698574 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 11926 members 
Entering Unmasked Estep 
Score: -1698587.375000 Penalty: 3088.235596
	Iteration 28Q: 3 clusters Score -1698587 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 11963 members 
Entering Unmasked Estep 
Score: -1698595.625000 Penalty: 3088.235596
	Iteration 29Q: 3 clusters Score -1698596 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 12000 members 
Entering Unmasked Estep 
Score: -1698611.625000 Penalty: 3088.235596
	Iteration 30Q: 3 clusters Score -1698612 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 12026 members 
Entering Unmasked Estep 
Score: -1698615.500000 Penalty: 3088.235596
	Iteration 31Q: 3 clusters Score -1698616 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 12057 members 
Entering Unmasked Estep 
Score: -1698630.250000 Penalty: 3088.235596
	Iteration 32Q: 3 clusters Score -1698630 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 12087 members 
Entering Unmasked Estep 
Score: -1698634.125000 Penalty: 3088.235596
	Iteration 33Q: 3 clusters Score -1698634 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 12114 members 
Entering Unmasked Estep 
Score: -1698647.625000 Penalty: 3088.235596
	Iteration 34Q: 3 clusters Score -1698648 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 12128 members 
Entering Unmasked Estep 
Score: -1698651.875000 Penalty: 3088.235596
	Iteration 35Q: 3 clusters Score -1698652 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 12146 members 
Entering Unmasked Estep 
Score: -1698656.000000 Penalty: 3088.235596
	Iteration 36Q: 3 clusters Score -1698656 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 12166 members 
Entering Unmasked Estep 
Score: -1698660.750000 Penalty: 3088.235596
	Iteration 37Q: 3 clusters Score -1698661 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 12178 members 
Entering Unmasked Estep 
Score: -1698665.125000 Penalty: 3088.235596
	Iteration 38Q: 3 clusters Score -1698665 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 12188 members 
Entering Unmasked Estep 
Score: -1698667.625000 Penalty: 3088.235596
	Iteration 39Q: 3 clusters Score -1698668 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 12197 members 
Entering Unmasked Estep 
Score: -1698672.625000 Penalty: 3088.235596
	Iteration 40F: 3 clusters Score -1698673 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 12206 members 
Entering Unmasked Estep 
Score: -1698676.625000 Penalty: 3088.235596
	Iteration 41Q: 3 clusters Score -1698677 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 12217 members 
Entering Unmasked Estep 
Score: -1698681.500000 Penalty: 3088.235596
	Iteration 42Q: 3 clusters Score -1698682 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 12229 members 
Entering Unmasked Estep 
Score: -1698683.625000 Penalty: 3088.235596
	Iteration 43Q: 3 clusters Score -1698684 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 12234 members 
Entering Unmasked Estep 
Score: -1698684.000000 Penalty: 3088.235596
	Iteration 44Q: 3 clusters Score -1698684 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 12236 members 
Entering Unmasked Estep 
Score: -1698681.875000 Penalty: 3088.235596
	Iteration 45Q: 3 clusters Score -1698682 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 12238 members 
Entering Unmasked Estep 
Score: -1698684.000000 Penalty: 3088.235596
	Iteration 46Q: 3 clusters Score -1698684 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 12242 members 
Entering Unmasked Estep 
Score: -1698680.375000 Penalty: 3088.235596
	Iteration 47Q: 3 clusters Score -1698680 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 12246 members 
Entering Unmasked Estep 
Score: -1698681.500000 Penalty: 3088.235596
	Iteration 48Q: 3 clusters Score -1698682 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 12248 members 
Entering Unmasked Estep 
Score: -1698682.375000 Penalty: 3088.235596
	Iteration 49Q: 3 clusters Score -1698682 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 12255 members 
Entering Unmasked Estep 
Score: -1698687.000000 Penalty: 3088.235596
	Iteration 50Q: 3 clusters Score -1698687 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 12264 members 
Entering Unmasked Estep 
Score: -1698691.000000 Penalty: 3088.235596
	Iteration 51Q: 3 clusters Score -1698691 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 12271 members 
Entering Unmasked Estep 
Score: -1698692.250000 Penalty: 3088.235596
	Iteration 52Q: 3 clusters Score -1698692 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 12275 members 
Entering Unmasked Estep 
Score: -1698690.875000 Penalty: 3088.235596
	Iteration 53Q: 3 clusters Score -1698691 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 12277 members 
Entering Unmasked Estep 
Score: -1698691.875000 Penalty: 3088.235596
	Iteration 54Q: 3 clusters Score -1698692 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 12279 members 
Entering Unmasked Estep 
Score: -1698691.750000 Penalty: 3088.235596
	Iteration 55Q: 3 clusters Score -1698692 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 12280 members 
Entering Unmasked Estep 
Score: -1698692.250000 Penalty: 3088.235596
	Iteration 56Q: 3 clusters Score -1698692 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 12280 members 
Entering Unmasked Estep 
Score: -1698692.250000 Penalty: 3088.235596
	Iteration 57F: 3 clusters Score -1698692 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (435 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Entering Unmasked Estep 
Score: -46690.031250 Penalty: 987.243713
	Iteration 0F: 2 clusters Score -46690.03 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 199 members 
Entering Unmasked Estep 
Score: -45810.257812 Penalty: 1974.487427
	Iteration 0F: 3 clusters Score -45810.26 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -46005.894531 Penalty: 1974.487427
	Iteration 1F: 3 clusters Score -46005.89 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -46085.218750 Penalty: 1974.487427
	Iteration 2F: 3 clusters Score -46085.22 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -46138.558594 Penalty: 1974.487427
	Iteration 3F: 3 clusters Score -46138.56 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -46165.382812 Penalty: 1974.487427
	Iteration 4Q: 3 clusters Score -46165.38 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -46216.835938 Penalty: 1974.487427
	Iteration 5Q: 3 clusters Score -46216.84 nChanged 8
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: -46251.292969 Penalty: 1974.487427
	Iteration 6Q: 3 clusters Score -46251.29 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -46273.152344 Penalty: 1974.487427
	Iteration 7Q: 3 clusters Score -46273.15 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -46285.671875 Penalty: 1974.487427
	Iteration 8Q: 3 clusters Score -46285.67 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -46288.664062 Penalty: 1974.487427
	Iteration 9Q: 3 clusters Score -46288.66 nChanged 1
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: -46293.769531 Penalty: 1974.487427
	Iteration 10Q: 3 clusters Score -46293.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -46298.187500 Penalty: 1974.487427
	Iteration 11Q: 3 clusters Score -46298.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -46298.187500 Penalty: 1974.487427
	Iteration 12F: 3 clusters Score -46298.19 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (27787 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27787 members 
Entering Unmasked Estep 
Score: -3501991.250000 Penalty: 1662.752563
	Iteration 0F: 2 clusters Score -3501991 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13813 members 
Mstep: Class 2 contains 13974 members 
Entering Unmasked Estep 
Score: -3483343.750000 Penalty: 3325.505127
	Iteration 0F: 3 clusters Score -3483344 nChanged 12595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13130 members 
Mstep: Class 2 contains 14657 members 
Entering Unmasked Estep 
Score: -3490237.000000 Penalty: 3325.505127
	Iteration 1F: 3 clusters Score -3490237 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12685 members 
Mstep: Class 2 contains 15102 members 
Entering Unmasked Estep 
Score: -3490634.000000 Penalty: 3325.505127
	Iteration 2Q: 3 clusters Score -3490634 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12046 members 
Mstep: Class 2 contains 15741 members 
Entering Unmasked Estep 
Score: -3491082.250000 Penalty: 3325.505127
	Iteration 3Q: 3 clusters Score -3491082 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11136 members 
Mstep: Class 2 contains 16651 members 
Entering Unmasked Estep 
Score: -3491689.250000 Penalty: 3325.505127
	Iteration 4Q: 3 clusters Score -3491689 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9950 members 
Mstep: Class 2 contains 17837 members 
Entering Unmasked Estep 
Score: -3492508.000000 Penalty: 3325.505127
	Iteration 5F: 3 clusters Score -3492508 nChanged 1758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8406 members 
Mstep: Class 2 contains 19381 members 
Entering Unmasked Estep 
Score: -3493648.000000 Penalty: 3325.505127
	Iteration 6F: 3 clusters Score -3493648 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6707 members 
Mstep: Class 2 contains 21080 members 
Entering Unmasked Estep 
Score: -3495111.500000 Penalty: 3325.505127
	Iteration 7F: 3 clusters Score -3495112 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 22768 members 
Entering Unmasked Estep 
Score: -3496741.500000 Penalty: 3325.505127
	Iteration 8F: 3 clusters Score -3496742 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 24231 members 
Entering Unmasked Estep 
Score: -3498282.250000 Penalty: 3325.505127
	Iteration 9F: 3 clusters Score -3498282 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 25257 members 
Entering Unmasked Estep 
Score: -3499409.750000 Penalty: 3325.505127
	Iteration 10Q: 3 clusters Score -3499410 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 25837 members 
Entering Unmasked Estep 
Score: -3500030.750000 Penalty: 3325.505127
	Iteration 11Q: 3 clusters Score -3500031 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 26182 members 
Entering Unmasked Estep 
Score: -3500407.250000 Penalty: 3325.505127
	Iteration 12Q: 3 clusters Score -3500407 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 26393 members 
Entering Unmasked Estep 
Score: -3500629.750000 Penalty: 3325.505127
	Iteration 13Q: 3 clusters Score -3500630 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 26533 members 
Entering Unmasked Estep 
Score: -3500743.000000 Penalty: 3325.505127
	Iteration 14Q: 3 clusters Score -3500743 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 26627 members 
Entering Unmasked Estep 
Score: -3500840.500000 Penalty: 3325.505127
	Iteration 15Q: 3 clusters Score -3500840 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 26688 members 
Entering Unmasked Estep 
Score: -3500901.000000 Penalty: 3325.505127
	Iteration 16Q: 3 clusters Score -3500901 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 26720 members 
Entering Unmasked Estep 
Score: -3500945.250000 Penalty: 3325.505127
	Iteration 17Q: 3 clusters Score -3500945 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 26749 members 
Entering Unmasked Estep 
Score: -3500984.250000 Penalty: 3325.505127
	Iteration 18Q: 3 clusters Score -3500984 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 26775 members 
Entering Unmasked Estep 
Score: -3501014.000000 Penalty: 3325.505127
	Iteration 19Q: 3 clusters Score -3501014 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 26809 members 
Entering Unmasked Estep 
Score: -3501043.500000 Penalty: 3325.505127
	Iteration 20F: 3 clusters Score -3501044 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 26828 members 
Entering Unmasked Estep 
Score: -3501063.000000 Penalty: 3325.505127
	Iteration 21Q: 3 clusters Score -3501063 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 26842 members 
Entering Unmasked Estep 
Score: -3501091.000000 Penalty: 3325.505127
	Iteration 22Q: 3 clusters Score -3501091 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 26848 members 
Entering Unmasked Estep 
Score: -3501114.000000 Penalty: 3325.505127
	Iteration 23Q: 3 clusters Score -3501114 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 26862 members 
Entering Unmasked Estep 
Score: -3501131.000000 Penalty: 3325.505127
	Iteration 24Q: 3 clusters Score -3501131 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 26874 members 
Entering Unmasked Estep 
Score: -3501152.250000 Penalty: 3325.505127
	Iteration 25Q: 3 clusters Score -3501152 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 26885 members 
Entering Unmasked Estep 
Score: -3501181.000000 Penalty: 3325.505127
	Iteration 26Q: 3 clusters Score -3501181 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 26906 members 
Entering Unmasked Estep 
Score: -3501250.750000 Penalty: 3325.505127
	Iteration 27Q: 3 clusters Score -3501251 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 26923 members 
Entering Unmasked Estep 
Score: -3501392.250000 Penalty: 3325.505127
	Iteration 28Q: 3 clusters Score -3501392 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 26928 members 
Entering Unmasked Estep 
Score: -3501573.500000 Penalty: 3325.505127
	Iteration 29Q: 3 clusters Score -3501574 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 26917 members 
Entering Unmasked Estep 
Score: -3501621.750000 Penalty: 3325.505127
	Iteration 30Q: 3 clusters Score -3501622 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 26893 members 
Entering Unmasked Estep 
Score: -3501649.750000 Penalty: 3325.505127
	Iteration 31Q: 3 clusters Score -3501650 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 26873 members 
Entering Unmasked Estep 
Score: -3501673.500000 Penalty: 3325.505127
	Iteration 32Q: 3 clusters Score -3501674 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 26852 members 
Entering Unmasked Estep 
Score: -3501683.750000 Penalty: 3325.505127
	Iteration 33Q: 3 clusters Score -3501684 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 26840 members 
Entering Unmasked Estep 
Score: -3501697.250000 Penalty: 3325.505127
	Iteration 34Q: 3 clusters Score -3501697 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 26831 members 
Entering Unmasked Estep 
Score: -3501702.500000 Penalty: 3325.505127
	Iteration 35Q: 3 clusters Score -3501702 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 26824 members 
Entering Unmasked Estep 
Score: -3501707.000000 Penalty: 3325.505127
	Iteration 36Q: 3 clusters Score -3501707 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 26811 members 
Entering Unmasked Estep 
Score: -3501709.250000 Penalty: 3325.505127
	Iteration 37Q: 3 clusters Score -3501709 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 26799 members 
Entering Unmasked Estep 
Score: -3501717.250000 Penalty: 3325.505127
	Iteration 38Q: 3 clusters Score -3501717 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 26790 members 
Entering Unmasked Estep 
Score: -3501719.000000 Penalty: 3325.505127
	Iteration 39Q: 3 clusters Score -3501719 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 26780 members 
Entering Unmasked Estep 
Score: -3501721.750000 Penalty: 3325.505127
	Iteration 40F: 3 clusters Score -3501722 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 26771 members 
Entering Unmasked Estep 
Score: -3501721.250000 Penalty: 3325.505127
	Iteration 41Q: 3 clusters Score -3501721 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 26766 members 
Entering Unmasked Estep 
Score: -3501720.250000 Penalty: 3325.505127
	Iteration 42Q: 3 clusters Score -3501720 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 26760 members 
Entering Unmasked Estep 
Score: -3501724.750000 Penalty: 3325.505127
	Iteration 43Q: 3 clusters Score -3501725 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 26751 members 
Entering Unmasked Estep 
Score: -3501727.250000 Penalty: 3325.505127
	Iteration 44Q: 3 clusters Score -3501727 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 26741 members 
Entering Unmasked Estep 
Score: -3501727.250000 Penalty: 3325.505127
	Iteration 45Q: 3 clusters Score -3501727 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 26730 members 
Entering Unmasked Estep 
Score: -3501731.000000 Penalty: 3325.505127
	Iteration 46Q: 3 clusters Score -3501731 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 26720 members 
Entering Unmasked Estep 
Score: -3501734.750000 Penalty: 3325.505127
	Iteration 47Q: 3 clusters Score -3501735 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 26712 members 
Entering Unmasked Estep 
Score: -3501740.750000 Penalty: 3325.505127
	Iteration 48Q: 3 clusters Score -3501741 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 26701 members 
Entering Unmasked Estep 
Score: -3501744.000000 Penalty: 3325.505127
	Iteration 49Q: 3 clusters Score -3501744 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 26680 members 
Entering Unmasked Estep 
Score: -3501749.750000 Penalty: 3325.505127
	Iteration 50Q: 3 clusters Score -3501750 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 26660 members 
Entering Unmasked Estep 
Score: -3501759.500000 Penalty: 3325.505127
	Iteration 51Q: 3 clusters Score -3501760 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 26642 members 
Entering Unmasked Estep 
Score: -3501770.000000 Penalty: 3325.505127
	Iteration 52Q: 3 clusters Score -3501770 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 26615 members 
Entering Unmasked Estep 
Score: -3501773.000000 Penalty: 3325.505127
	Iteration 53Q: 3 clusters Score -3501773 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 26589 members 
Entering Unmasked Estep 
Score: -3501787.750000 Penalty: 3325.505127
	Iteration 54Q: 3 clusters Score -3501788 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 26563 members 
Entering Unmasked Estep 
Score: -3501791.250000 Penalty: 3325.505127
	Iteration 55Q: 3 clusters Score -3501791 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 26550 members 
Entering Unmasked Estep 
Score: -3501790.250000 Penalty: 3325.505127
	Iteration 56Q: 3 clusters Score -3501790 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 26536 members 
Entering Unmasked Estep 
Score: -3501795.500000 Penalty: 3325.505127
	Iteration 57Q: 3 clusters Score -3501796 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 26515 members 
Entering Unmasked Estep 
Score: -3501807.500000 Penalty: 3325.505127
	Iteration 58Q: 3 clusters Score -3501808 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 26490 members 
Entering Unmasked Estep 
Score: -3501809.750000 Penalty: 3325.505127
	Iteration 59Q: 3 clusters Score -3501810 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 26471 members 
Entering Unmasked Estep 
Score: -3501822.750000 Penalty: 3325.505127
	Iteration 60F: 3 clusters Score -3501823 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 26448 members 
Entering Unmasked Estep 
Score: -3501834.250000 Penalty: 3325.505127
	Iteration 61Q: 3 clusters Score -3501834 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 26438 members 
Entering Unmasked Estep 
Score: -3501833.500000 Penalty: 3325.505127
	Iteration 62Q: 3 clusters Score -3501834 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 26422 members 
Entering Unmasked Estep 
Score: -3501845.000000 Penalty: 3325.505127
	Iteration 63Q: 3 clusters Score -3501845 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 26402 members 
Entering Unmasked Estep 
Score: -3501859.000000 Penalty: 3325.505127
	Iteration 64Q: 3 clusters Score -3501859 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 26377 members 
Entering Unmasked Estep 
Score: -3501867.500000 Penalty: 3325.505127
	Iteration 65Q: 3 clusters Score -3501868 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 26349 members 
Entering Unmasked Estep 
Score: -3501871.750000 Penalty: 3325.505127
	Iteration 66Q: 3 clusters Score -3501872 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 26320 members 
Entering Unmasked Estep 
Score: -3501876.000000 Penalty: 3325.505127
	Iteration 67Q: 3 clusters Score -3501876 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 26290 members 
Entering Unmasked Estep 
Score: -3501885.500000 Penalty: 3325.505127
	Iteration 68Q: 3 clusters Score -3501886 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 26254 members 
Entering Unmasked Estep 
Score: -3501894.250000 Penalty: 3325.505127
	Iteration 69Q: 3 clusters Score -3501894 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 26215 members 
Entering Unmasked Estep 
Score: -3501904.500000 Penalty: 3325.505127
	Iteration 70Q: 3 clusters Score -3501904 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 26183 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -3501919 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 26145 members 
Entering Unmasked Estep 
Score: -3501915.500000 Penalty: 3325.505127
	Iteration 72Q: 3 clusters Score -3501916 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 26106 members 
Entering Unmasked Estep 
Score: -3501933.000000 Penalty: 3325.505127
	Iteration 73Q: 3 clusters Score -3501933 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 26079 members 
Entering Unmasked Estep 
Score: -3501942.500000 Penalty: 3325.505127
	Iteration 74Q: 3 clusters Score -3501942 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 26051 members 
Entering Unmasked Estep 
Score: -3501954.500000 Penalty: 3325.505127
	Iteration 75Q: 3 clusters Score -3501954 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 26020 members 
Entering Unmasked Estep 
Score: -3501971.000000 Penalty: 3325.505127
	Iteration 76Q: 3 clusters Score -3501971 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 25987 members 
Entering Unmasked Estep 
Score: -3501984.250000 Penalty: 3325.505127
	Iteration 77Q: 3 clusters Score -3501984 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 25953 members 
Entering Unmasked Estep 
Score: -3501980.000000 Penalty: 3325.505127
	Iteration 78Q: 3 clusters Score -3501980 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 25922 members 
Entering Unmasked Estep 
Score: -3501995.250000 Penalty: 3325.505127
	Iteration 79Q: 3 clusters Score -3501995 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 25892 members 
Entering Unmasked Estep 
Score: -3501995.750000 Penalty: 3325.505127
	Iteration 80F: 3 clusters Score -3501996 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 25859 members 
Entering Unmasked Estep 
Score: -3502004.250000 Penalty: 3325.505127
	Iteration 81Q: 3 clusters Score -3502004 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 25814 members 
Entering Unmasked Estep 
Score: -3502020.750000 Penalty: 3325.505127
	Iteration 82Q: 3 clusters Score -3502021 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 25771 members 
Entering Unmasked Estep 
Score: -3502032.750000 Penalty: 3325.505127
	Iteration 83Q: 3 clusters Score -3502033 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 25721 members 
Entering Unmasked Estep 
Score: -3502052.000000 Penalty: 3325.505127
	Iteration 84Q: 3 clusters Score -3502052 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 25654 members 
Entering Unmasked Estep 
Score: -3502057.000000 Penalty: 3325.505127
	Iteration 85Q: 3 clusters Score -3502057 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 25597 members 
Entering Unmasked Estep 
Score: -3502081.500000 Penalty: 3325.505127
	Iteration 86Q: 3 clusters Score -3502082 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 25542 members 
Entering Unmasked Estep 
Score: -3502105.000000 Penalty: 3325.505127
	Iteration 87Q: 3 clusters Score -3502105 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 25480 members 
Entering Unmasked Estep 
Score: -3502123.750000 Penalty: 3325.505127
	Iteration 88Q: 3 clusters Score -3502124 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 25419 members 
Entering Unmasked Estep 
Score: -3502137.250000 Penalty: 3325.505127
	Iteration 89Q: 3 clusters Score -3502137 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 25351 members 
Entering Unmasked Estep 
Score: -3502156.000000 Penalty: 3325.505127
	Iteration 90Q: 3 clusters Score -3502156 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 25296 members 
Entering Unmasked Estep 
Score: -3502166.750000 Penalty: 3325.505127
	Iteration 91Q: 3 clusters Score -3502167 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 25249 members 
Entering Unmasked Estep 
Score: -3502182.750000 Penalty: 3325.505127
	Iteration 92Q: 3 clusters Score -3502183 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 25198 members 
Entering Unmasked Estep 
Score: -3502193.750000 Penalty: 3325.505127
	Iteration 93Q: 3 clusters Score -3502194 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 25139 members 
Entering Unmasked Estep 
Score: -3502212.000000 Penalty: 3325.505127
	Iteration 94Q: 3 clusters Score -3502212 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 25079 members 
Entering Unmasked Estep 
Score: -3502228.750000 Penalty: 3325.505127
	Iteration 95Q: 3 clusters Score -3502229 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 25021 members 
Entering Unmasked Estep 
Score: -3502246.000000 Penalty: 3325.505127
	Iteration 96Q: 3 clusters Score -3502246 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 24955 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -3502269 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 24901 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -3502275 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 24846 members 
Entering Unmasked Estep 
Score: -3502288.000000 Penalty: 3325.505127
	Iteration 99Q: 3 clusters Score -3502288 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 24792 members 
Entering Unmasked Estep 
Score: -3502305.250000 Penalty: 3325.505127
	Iteration 100F: 3 clusters Score -3502305 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 24738 members 
Entering Unmasked Estep 
Score: -3502310.750000 Penalty: 3325.505127
	Iteration 101Q: 3 clusters Score -3502311 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 24680 members 
Entering Unmasked Estep 
Score: -3502329.000000 Penalty: 3325.505127
	Iteration 102Q: 3 clusters Score -3502329 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 24619 members 
Entering Unmasked Estep 
Score: -3502341.750000 Penalty: 3325.505127
	Iteration 103Q: 3 clusters Score -3502342 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 24561 members 
Entering Unmasked Estep 
Score: -3502353.250000 Penalty: 3325.505127
	Iteration 104Q: 3 clusters Score -3502353 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 24487 members 
Entering Unmasked Estep 
Score: -3502361.000000 Penalty: 3325.505127
	Iteration 105Q: 3 clusters Score -3502361 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 24410 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -3502390 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 24325 members 
Entering Unmasked Estep 
Score: -3502409.500000 Penalty: 3325.505127
	Iteration 107Q: 3 clusters Score -3502410 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 24242 members 
Entering Unmasked Estep 
Score: -3502434.750000 Penalty: 3325.505127
	Iteration 108Q: 3 clusters Score -3502435 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 24155 members 
Entering Unmasked Estep 
Score: -3502455.000000 Penalty: 3325.505127
	Iteration 109Q: 3 clusters Score -3502455 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 24057 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -3502498 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 23956 members 
Entering Unmasked Estep 
Score: -3502523.250000 Penalty: 3325.505127
	Iteration 111Q: 3 clusters Score -3502523 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 23870 members 
Entering Unmasked Estep 
Score: -3502555.750000 Penalty: 3325.505127
	Iteration 112Q: 3 clusters Score -3502556 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 23761 members 
Entering Unmasked Estep 
Score: -3502581.000000 Penalty: 3325.505127
	Iteration 113Q: 3 clusters Score -3502581 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 23645 members 
Entering Unmasked Estep 
Score: -3502599.250000 Penalty: 3325.505127
	Iteration 114Q: 3 clusters Score -3502599 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 23539 members 
Entering Unmasked Estep 
Score: -3502625.250000 Penalty: 3325.505127
	Iteration 115Q: 3 clusters Score -3502625 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 23419 members 
Entering Unmasked Estep 
Score: -3502669.250000 Penalty: 3325.505127
	Iteration 116Q: 3 clusters Score -3502669 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 23294 members 
Entering Unmasked Estep 
Score: -3502701.750000 Penalty: 3325.505127
	Iteration 117Q: 3 clusters Score -3502702 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 23188 members 
Entering Unmasked Estep 
Score: -3502739.000000 Penalty: 3325.505127
	Iteration 118Q: 3 clusters Score -3502739 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 23094 members 
Entering Unmasked Estep 
Score: -3502765.250000 Penalty: 3325.505127
	Iteration 119Q: 3 clusters Score -3502765 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 22999 members 
Entering Unmasked Estep 
Score: -3502785.500000 Penalty: 3325.505127
	Iteration 120F: 3 clusters Score -3502786 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 22913 members 
Entering Unmasked Estep 
Score: -3502796.000000 Penalty: 3325.505127
	Iteration 121Q: 3 clusters Score -3502796 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 22821 members 
Entering Unmasked Estep 
Score: -3502819.250000 Penalty: 3325.505127
	Iteration 122Q: 3 clusters Score -3502819 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 22730 members 
Entering Unmasked Estep 
Score: -3502840.500000 Penalty: 3325.505127
	Iteration 123Q: 3 clusters Score -3502840 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5129 members 
Mstep: Class 2 contains 22658 members 
Entering Unmasked Estep 
Score: -3502846.250000 Penalty: 3325.505127
	Iteration 124Q: 3 clusters Score -3502846 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 22585 members 
Entering Unmasked Estep 
Score: -3502858.500000 Penalty: 3325.505127
	Iteration 125Q: 3 clusters Score -3502858 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 22516 members 
Entering Unmasked Estep 
Score: -3502876.750000 Penalty: 3325.505127
	Iteration 126Q: 3 clusters Score -3502877 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5348 members 
Mstep: Class 2 contains 22439 members 
Entering Unmasked Estep 
Score: -3502894.500000 Penalty: 3325.505127
	Iteration 127Q: 3 clusters Score -3502894 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5426 members 
Mstep: Class 2 contains 22361 members 
Entering Unmasked Estep 
Score: -3502919.750000 Penalty: 3325.505127
	Iteration 128Q: 3 clusters Score -3502920 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 22286 members 
Entering Unmasked Estep 
Score: -3502922.750000 Penalty: 3325.505127
	Iteration 129Q: 3 clusters Score -3502923 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5582 members 
Mstep: Class 2 contains 22205 members 
Entering Unmasked Estep 
Score: -3502924.500000 Penalty: 3325.505127
	Iteration 130Q: 3 clusters Score -3502924 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 22128 members 
Entering Unmasked Estep 
Score: -3502956.250000 Penalty: 3325.505127
	Iteration 131Q: 3 clusters Score -3502956 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5733 members 
Mstep: Class 2 contains 22054 members 
Entering Unmasked Estep 
Score: -3502977.250000 Penalty: 3325.505127
	Iteration 132Q: 3 clusters Score -3502977 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5813 members 
Mstep: Class 2 contains 21974 members 
Entering Unmasked Estep 
Score: -3503003.250000 Penalty: 3325.505127
	Iteration 133Q: 3 clusters Score -3503003 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5901 members 
Mstep: Class 2 contains 21886 members 
Entering Unmasked Estep 
Score: -3503012.500000 Penalty: 3325.505127
	Iteration 134Q: 3 clusters Score -3503012 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5973 members 
Mstep: Class 2 contains 21814 members 
Entering Unmasked Estep 
Score: -3503034.500000 Penalty: 3325.505127
	Iteration 135Q: 3 clusters Score -3503034 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6049 members 
Mstep: Class 2 contains 21738 members 
Entering Unmasked Estep 
Score: -3503060.750000 Penalty: 3325.505127
	Iteration 136Q: 3 clusters Score -3503061 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6118 members 
Mstep: Class 2 contains 21669 members 
Entering Unmasked Estep 
Score: -3503069.750000 Penalty: 3325.505127
	Iteration 137Q: 3 clusters Score -3503070 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6170 members 
Mstep: Class 2 contains 21617 members 
Entering Unmasked Estep 
Score: -3503082.000000 Penalty: 3325.505127
	Iteration 138Q: 3 clusters Score -3503082 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6216 members 
Mstep: Class 2 contains 21571 members 
Entering Unmasked Estep 
Score: -3503085.500000 Penalty: 3325.505127
	Iteration 139Q: 3 clusters Score -3503086 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6266 members 
Mstep: Class 2 contains 21521 members 
Entering Unmasked Estep 
Score: -3503104.750000 Penalty: 3325.505127
	Iteration 140F: 3 clusters Score -3503105 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6310 members 
Mstep: Class 2 contains 21477 members 
Entering Unmasked Estep 
Score: -3503101.000000 Penalty: 3325.505127
	Iteration 141Q: 3 clusters Score -3503101 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6344 members 
Mstep: Class 2 contains 21443 members 
Entering Unmasked Estep 
Score: -3503098.500000 Penalty: 3325.505127
	Iteration 142Q: 3 clusters Score -3503098 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6379 members 
Mstep: Class 2 contains 21408 members 
Entering Unmasked Estep 
Score: -3503100.000000 Penalty: 3325.505127
	Iteration 143Q: 3 clusters Score -3503100 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6412 members 
Mstep: Class 2 contains 21375 members 
Entering Unmasked Estep 
Score: -3503095.000000 Penalty: 3325.505127
	Iteration 144Q: 3 clusters Score -3503095 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6439 members 
Mstep: Class 2 contains 21348 members 
Entering Unmasked Estep 
Score: -3503098.750000 Penalty: 3325.505127
	Iteration 145Q: 3 clusters Score -3503099 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6470 members 
Mstep: Class 2 contains 21317 members 
Entering Unmasked Estep 
Score: -3503105.750000 Penalty: 3325.505127
	Iteration 146Q: 3 clusters Score -3503106 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6500 members 
Mstep: Class 2 contains 21287 members 
Entering Unmasked Estep 
Score: -3503106.250000 Penalty: 3325.505127
	Iteration 147Q: 3 clusters Score -3503106 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6523 members 
Mstep: Class 2 contains 21264 members 
Entering Unmasked Estep 
Score: -3503111.750000 Penalty: 3325.505127
	Iteration 148Q: 3 clusters Score -3503112 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6539 members 
Mstep: Class 2 contains 21248 members 
Entering Unmasked Estep 
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	Iteration 149Q: 3 clusters Score -3503107 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6548 members 
Mstep: Class 2 contains 21239 members 
Entering Unmasked Estep 
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	Iteration 150Q: 3 clusters Score -3503106 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6554 members 
Mstep: Class 2 contains 21233 members 
Entering Unmasked Estep 
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	Iteration 151Q: 3 clusters Score -3503108 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6557 members 
Mstep: Class 2 contains 21230 members 
Entering Unmasked Estep 
Score: -3503112.500000 Penalty: 3325.505127
	Iteration 152Q: 3 clusters Score -3503112 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6560 members 
Mstep: Class 2 contains 21227 members 
Entering Unmasked Estep 
Score: -3503113.750000 Penalty: 3325.505127
	Iteration 153Q: 3 clusters Score -3503114 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6564 members 
Mstep: Class 2 contains 21223 members 
Entering Unmasked Estep 
Score: -3503114.500000 Penalty: 3325.505127
	Iteration 154Q: 3 clusters Score -3503114 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6568 members 
Mstep: Class 2 contains 21219 members 
Entering Unmasked Estep 
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	Iteration 155Q: 3 clusters Score -3503114 nChanged 2
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6570 members 
Mstep: Class 2 contains 21217 members 
Entering Unmasked Estep 
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	Iteration 156Q: 3 clusters Score -3503115 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6571 members 
Mstep: Class 2 contains 21216 members 
Entering Unmasked Estep 
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	Iteration 157Q: 3 clusters Score -3503116 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6572 members 
Mstep: Class 2 contains 21215 members 
Entering Unmasked Estep 
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	Iteration 158Q: 3 clusters Score -3503114 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6574 members 
Mstep: Class 2 contains 21213 members 
Entering Unmasked Estep 
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	Iteration 159Q: 3 clusters Score -3503111 nChanged 0
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6574 members 
Mstep: Class 2 contains 21213 members 
Entering Unmasked Estep 
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	Iteration 160F: 3 clusters Score -3503111 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 7328 members 
Mstep: Class 2 contains 2946 members 
Mstep: Class 3 contains 13739 members 
Mstep: Class 4 contains 2381 members 
Mstep: Class 5 contains 2724 members 
Mstep: Class 6 contains 2014 members 
Mstep: Class 7 contains 75409 members 
Mstep: Class 8 contains 11205 members 
Mstep: Class 9 contains 44982 members 
Mstep: Class 10 contains 14237 members 
Mstep: Class 11 contains 42231 members 
Mstep: Class 12 contains 47046 members 
Mstep: Class 13 contains 32048 members 
Mstep: Class 14 contains 3211 members 
Mstep: Class 15 contains 12521 members 
Mstep: Class 16 contains 29634 members 
Mstep: Class 17 contains 15092 members 
Mstep: Class 18 contains 13969 members 
Mstep: Class 19 contains 26064 members 
Mstep: Class 20 contains 1987 members 
Mstep: Class 21 contains 13390 members 
Mstep: Class 22 contains 435 members 
Mstep: Class 23 contains 6574 members 
Mstep: Class 24 contains 8426 members 
Mstep: Class 25 contains 33660 members 
Mstep: Class 26 contains 5942 members 
Mstep: Class 27 contains 26756 members 
Mstep: Class 28 contains 25931 members 
Mstep: Class 29 contains 19055 members 
Mstep: Class 30 contains 4102 members 
Mstep: Class 31 contains 17956 members 
Mstep: Class 32 contains 4824 members 
Mstep: Class 33 contains 4036 members 
Mstep: Class 34 contains 2331 members 
Mstep: Class 35 contains 5213 members 
Mstep: Class 36 contains 3587 members 
Mstep: Class 37 contains 2736 members 
Mstep: Class 38 contains 2130 members 
Mstep: Class 39 contains 1041 members 
Mstep: Class 40 contains 22173 members 
Mstep: Class 41 contains 3090 members 
Mstep: Class 42 contains 4835 members 
Mstep: Class 43 contains 12750 members 
Mstep: Class 44 contains 5316 members 
Mstep: Class 45 contains 143038 members 
Mstep: Class 46 contains 480 members 
Mstep: Class 47 contains 4060 members 
Mstep: Class 48 contains 3151 members 
Mstep: Class 49 contains 11576 members 
Mstep: Class 50 contains 21213 members 
Entering Unmasked Estep 
Score: -100307520.000000 Penalty: 110644.859375
Splitting cluster 23 changes total score from -100307192.000000 to -100307520.000000
So it's getting split into cluster 50.
Entering ConstructFrom: 
Trying to split cluster 24 (8426 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8426 members 
Entering Unmasked Estep 
Score: -1050909.500000 Penalty: 1468.850098
	Iteration 0F: 2 clusters Score -1050910 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -1044735.875000 Penalty: 2937.700195
	Iteration 0F: 3 clusters Score -1044736 nChanged 3581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -1046720.500000 Penalty: 2937.700195
	Iteration 1F: 3 clusters Score -1046720 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -1047025.187500 Penalty: 2937.700195
	Iteration 2F: 3 clusters Score -1047025 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -1047337.125000 Penalty: 2937.700195
	Iteration 3F: 3 clusters Score -1047337 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -1047670.125000 Penalty: 2937.700195
	Iteration 4F: 3 clusters Score -1047670 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -1047992.312500 Penalty: 2937.700195
	Iteration 5F: 3 clusters Score -1047992 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5285 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -1048306.750000 Penalty: 2937.700195
	Iteration 6F: 3 clusters Score -1048307 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5541 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -1048570.812500 Penalty: 2937.700195
	Iteration 7F: 3 clusters Score -1048571 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5773 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -1048783.250000 Penalty: 2937.700195
	Iteration 8Q: 3 clusters Score -1048783 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5961 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -1048909.875000 Penalty: 2937.700195
	Iteration 9Q: 3 clusters Score -1048910 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6109 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -1048995.625000 Penalty: 2937.700195
	Iteration 10Q: 3 clusters Score -1048996 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6217 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -1049048.750000 Penalty: 2937.700195
	Iteration 11Q: 3 clusters Score -1049049 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6313 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -1049089.250000 Penalty: 2937.700195
	Iteration 12Q: 3 clusters Score -1049089 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6400 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -1049143.250000 Penalty: 2937.700195
	Iteration 13Q: 3 clusters Score -1049143 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6484 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -1049189.250000 Penalty: 2937.700195
	Iteration 14Q: 3 clusters Score -1049189 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6571 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -1049254.125000 Penalty: 2937.700195
	Iteration 15Q: 3 clusters Score -1049254 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6679 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -1049360.000000 Penalty: 2937.700195
	Iteration 16Q: 3 clusters Score -1049360 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6784 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -1049464.500000 Penalty: 2937.700195
	Iteration 17Q: 3 clusters Score -1049464 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6885 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -1049546.250000 Penalty: 2937.700195
	Iteration 18Q: 3 clusters Score -1049546 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6975 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -1049618.625000 Penalty: 2937.700195
	Iteration 19Q: 3 clusters Score -1049619 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -1049662.625000 Penalty: 2937.700195
	Iteration 20F: 3 clusters Score -1049663 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7108 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -1049701.000000 Penalty: 2937.700195
	Iteration 21Q: 3 clusters Score -1049701 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7164 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -1049734.750000 Penalty: 2937.700195
	Iteration 22Q: 3 clusters Score -1049735 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7198 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -1049753.375000 Penalty: 2937.700195
	Iteration 23Q: 3 clusters Score -1049753 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7217 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -1049767.250000 Penalty: 2937.700195
	Iteration 24Q: 3 clusters Score -1049767 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7233 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -1049776.500000 Penalty: 2937.700195
	Iteration 25Q: 3 clusters Score -1049776 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7248 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -1049789.125000 Penalty: 2937.700195
	Iteration 26Q: 3 clusters Score -1049789 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7264 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -1049797.250000 Penalty: 2937.700195
	Iteration 27Q: 3 clusters Score -1049797 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7279 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -1049807.375000 Penalty: 2937.700195
	Iteration 28Q: 3 clusters Score -1049807 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7296 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -1049811.125000 Penalty: 2937.700195
	Iteration 29Q: 3 clusters Score -1049811 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7310 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -1049818.500000 Penalty: 2937.700195
	Iteration 30Q: 3 clusters Score -1049818 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7317 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -1049820.750000 Penalty: 2937.700195
	Iteration 31Q: 3 clusters Score -1049821 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7330 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -1049827.375000 Penalty: 2937.700195
	Iteration 32Q: 3 clusters Score -1049827 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7340 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -1049831.875000 Penalty: 2937.700195
	Iteration 33Q: 3 clusters Score -1049832 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7346 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -1049832.375000 Penalty: 2937.700195
	Iteration 34Q: 3 clusters Score -1049832 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7351 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -1049833.250000 Penalty: 2937.700195
	Iteration 35Q: 3 clusters Score -1049833 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7359 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -1049838.750000 Penalty: 2937.700195
	Iteration 36Q: 3 clusters Score -1049839 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7369 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -1049843.125000 Penalty: 2937.700195
	Iteration 37Q: 3 clusters Score -1049843 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7375 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -1049845.375000 Penalty: 2937.700195
	Iteration 38Q: 3 clusters Score -1049845 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7384 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -1049850.750000 Penalty: 2937.700195
	Iteration 39Q: 3 clusters Score -1049851 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7395 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -1049849.750000 Penalty: 2937.700195
	Iteration 40F: 3 clusters Score -1049850 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7401 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -1049854.500000 Penalty: 2937.700195
	Iteration 41Q: 3 clusters Score -1049854 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7411 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -1049857.625000 Penalty: 2937.700195
	Iteration 42Q: 3 clusters Score -1049858 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7419 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -1049859.125000 Penalty: 2937.700195
	Iteration 43Q: 3 clusters Score -1049859 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7431 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -1049865.250000 Penalty: 2937.700195
	Iteration 44Q: 3 clusters Score -1049865 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7448 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -1049876.000000 Penalty: 2937.700195
	Iteration 45Q: 3 clusters Score -1049876 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7458 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -1049881.000000 Penalty: 2937.700195
	Iteration 46Q: 3 clusters Score -1049881 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7469 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -1049885.375000 Penalty: 2937.700195
	Iteration 47Q: 3 clusters Score -1049885 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7480 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -1049892.750000 Penalty: 2937.700195
	Iteration 48Q: 3 clusters Score -1049893 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7492 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -1049899.000000 Penalty: 2937.700195
	Iteration 49Q: 3 clusters Score -1049899 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7503 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -1049899.625000 Penalty: 2937.700195
	Iteration 50Q: 3 clusters Score -1049900 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7513 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -1049904.625000 Penalty: 2937.700195
	Iteration 51Q: 3 clusters Score -1049905 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7518 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -1049904.875000 Penalty: 2937.700195
	Iteration 52Q: 3 clusters Score -1049905 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7519 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -1049905.500000 Penalty: 2937.700195
	Iteration 53Q: 3 clusters Score -1049906 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7523 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -1049907.500000 Penalty: 2937.700195
	Iteration 54Q: 3 clusters Score -1049908 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7528 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -1049908.500000 Penalty: 2937.700195
	Iteration 55Q: 3 clusters Score -1049908 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7530 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -1049909.000000 Penalty: 2937.700195
	Iteration 56Q: 3 clusters Score -1049909 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7530 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -1049909.000000 Penalty: 2937.700195
	Iteration 57F: 3 clusters Score -1049909 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (33660 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33660 members 
Entering Unmasked Estep 
Score: -4252996.000000 Penalty: 1693.910645
	Iteration 0F: 2 clusters Score -4252996 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16956 members 
Mstep: Class 2 contains 16704 members 
Entering Unmasked Estep 
Score: -4230311.000000 Penalty: 3387.821289
	Iteration 0F: 3 clusters Score -4230311 nChanged 15632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17822 members 
Mstep: Class 2 contains 15838 members 
Entering Unmasked Estep 
Score: -4238941.500000 Penalty: 3387.821289
	Iteration 1F: 3 clusters Score -4238942 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18411 members 
Mstep: Class 2 contains 15249 members 
Entering Unmasked Estep 
Score: -4239378.000000 Penalty: 3387.821289
	Iteration 2Q: 3 clusters Score -4239378 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19264 members 
Mstep: Class 2 contains 14396 members 
Entering Unmasked Estep 
Score: -4239890.500000 Penalty: 3387.821289
	Iteration 3Q: 3 clusters Score -4239890 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20460 members 
Mstep: Class 2 contains 13200 members 
Entering Unmasked Estep 
Score: -4240577.000000 Penalty: 3387.821289
	Iteration 4Q: 3 clusters Score -4240577 nChanged 1851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22107 members 
Mstep: Class 2 contains 11553 members 
Entering Unmasked Estep 
Score: -4241590.500000 Penalty: 3387.821289
	Iteration 5F: 3 clusters Score -4241590 nChanged 2237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24240 members 
Mstep: Class 2 contains 9420 members 
Entering Unmasked Estep 
Score: -4243141.500000 Penalty: 3387.821289
	Iteration 6F: 3 clusters Score -4243142 nChanged 2620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26820 members 
Mstep: Class 2 contains 6840 members 
Entering Unmasked Estep 
Score: -4245364.500000 Penalty: 3387.821289
	Iteration 7F: 3 clusters Score -4245364 nChanged 2530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29316 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -4247739.000000 Penalty: 3387.821289
	Iteration 8F: 3 clusters Score -4247739 nChanged 1921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31205 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -4249572.000000 Penalty: 3387.821289
	Iteration 9F: 3 clusters Score -4249572 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32290 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -4250619.500000 Penalty: 3387.821289
	Iteration 10Q: 3 clusters Score -4250620 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32798 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -4251081.500000 Penalty: 3387.821289
	Iteration 11Q: 3 clusters Score -4251082 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33028 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -4251288.000000 Penalty: 3387.821289
	Iteration 12Q: 3 clusters Score -4251288 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33137 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -4251386.000000 Penalty: 3387.821289
	Iteration 13Q: 3 clusters Score -4251386 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33188 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -4251431.500000 Penalty: 3387.821289
	Iteration 14Q: 3 clusters Score -4251432 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33230 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -4251484.500000 Penalty: 3387.821289
	Iteration 15Q: 3 clusters Score -4251484 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33248 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -4251511.000000 Penalty: 3387.821289
	Iteration 16Q: 3 clusters Score -4251511 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33250 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -4251519.000000 Penalty: 3387.821289
	Iteration 17Q: 3 clusters Score -4251519 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33252 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -4251521.500000 Penalty: 3387.821289
	Iteration 18Q: 3 clusters Score -4251522 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33255 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -4251525.000000 Penalty: 3387.821289
	Iteration 19Q: 3 clusters Score -4251525 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33260 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -4251535.000000 Penalty: 3387.821289
	Iteration 20F: 3 clusters Score -4251535 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33263 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -4251546.500000 Penalty: 3387.821289
	Iteration 21Q: 3 clusters Score -4251546 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33272 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -4251552.500000 Penalty: 3387.821289
	Iteration 22Q: 3 clusters Score -4251552 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33277 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -4251562.000000 Penalty: 3387.821289
	Iteration 23Q: 3 clusters Score -4251562 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33285 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -4251567.500000 Penalty: 3387.821289
	Iteration 24Q: 3 clusters Score -4251568 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33290 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -4251574.500000 Penalty: 3387.821289
	Iteration 25Q: 3 clusters Score -4251574 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33291 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -4251576.000000 Penalty: 3387.821289
	Iteration 26Q: 3 clusters Score -4251576 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33291 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -4251578.000000 Penalty: 3387.821289
	Iteration 27Q: 3 clusters Score -4251578 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33292 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -4251578.500000 Penalty: 3387.821289
	Iteration 28Q: 3 clusters Score -4251578 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33293 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -4251581.000000 Penalty: 3387.821289
	Iteration 29Q: 3 clusters Score -4251581 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33296 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -4251585.000000 Penalty: 3387.821289
	Iteration 30Q: 3 clusters Score -4251585 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33297 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -4251584.500000 Penalty: 3387.821289
	Iteration 31Q: 3 clusters Score -4251584 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33298 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -4251586.500000 Penalty: 3387.821289
	Iteration 32Q: 3 clusters Score -4251586 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33298 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -4251586.500000 Penalty: 3387.821289
	Iteration 33Q: 3 clusters Score -4251586 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33298 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -4251586.500000 Penalty: 3387.821289
	Iteration 34F: 3 clusters Score -4251586 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (5942 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5942 members 
Entering Unmasked Estep 
Score: -670206.687500 Penalty: 1412.092651
	Iteration 0F: 2 clusters Score -670206.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -665557.312500 Penalty: 2824.185303
	Iteration 0F: 3 clusters Score -665557.3 nChanged 2519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -667154.437500 Penalty: 2824.185303
	Iteration 1F: 3 clusters Score -667154.4 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -667503.625000 Penalty: 2824.185303
	Iteration 2F: 3 clusters Score -667503.6 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -667809.625000 Penalty: 2824.185303
	Iteration 3F: 3 clusters Score -667809.6 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -668046.312500 Penalty: 2824.185303
	Iteration 4F: 3 clusters Score -668046.3 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -668229.937500 Penalty: 2824.185303
	Iteration 5F: 3 clusters Score -668229.9 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -668340.812500 Penalty: 2824.185303
	Iteration 6Q: 3 clusters Score -668340.8 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -668414.437500 Penalty: 2824.185303
	Iteration 7Q: 3 clusters Score -668414.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -668467.437500 Penalty: 2824.185303
	Iteration 8Q: 3 clusters Score -668467.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -668509.187500 Penalty: 2824.185303
	Iteration 9Q: 3 clusters Score -668509.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -668542.500000 Penalty: 2824.185303
	Iteration 10Q: 3 clusters Score -668542.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -668566.625000 Penalty: 2824.185303
	Iteration 11Q: 3 clusters Score -668566.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -668591.125000 Penalty: 2824.185303
	Iteration 12Q: 3 clusters Score -668591.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -668609.875000 Penalty: 2824.185303
	Iteration 13Q: 3 clusters Score -668609.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -668626.312500 Penalty: 2824.185303
	Iteration 14Q: 3 clusters Score -668626.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -668640.500000 Penalty: 2824.185303
	Iteration 15Q: 3 clusters Score -668640.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -668656.625000 Penalty: 2824.185303
	Iteration 16Q: 3 clusters Score -668656.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -668668.500000 Penalty: 2824.185303
	Iteration 17Q: 3 clusters Score -668668.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -668676.062500 Penalty: 2824.185303
	Iteration 18Q: 3 clusters Score -668676.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -668683.875000 Penalty: 2824.185303
	Iteration 19Q: 3 clusters Score -668683.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -668692.750000 Penalty: 2824.185303
	Iteration 20F: 3 clusters Score -668692.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -668699.312500 Penalty: 2824.185303
	Iteration 21Q: 3 clusters Score -668699.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -668705.312500 Penalty: 2824.185303
	Iteration 22Q: 3 clusters Score -668705.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -668708.187500 Penalty: 2824.185303
	Iteration 23Q: 3 clusters Score -668708.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -668712.500000 Penalty: 2824.185303
	Iteration 24Q: 3 clusters Score -668712.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -668715.000000 Penalty: 2824.185303
	Iteration 25Q: 3 clusters Score -668715 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -668716.062500 Penalty: 2824.185303
	Iteration 26Q: 3 clusters Score -668716.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -668717.937500 Penalty: 2824.185303
	Iteration 27Q: 3 clusters Score -668717.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -668719.250000 Penalty: 2824.185303
	Iteration 28Q: 3 clusters Score -668719.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -668723.187500 Penalty: 2824.185303
	Iteration 29Q: 3 clusters Score -668723.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -668724.750000 Penalty: 2824.185303
	Iteration 30Q: 3 clusters Score -668724.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -668728.750000 Penalty: 2824.185303
	Iteration 31Q: 3 clusters Score -668728.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -668732.375000 Penalty: 2824.185303
	Iteration 32Q: 3 clusters Score -668732.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -668734.875000 Penalty: 2824.185303
	Iteration 33Q: 3 clusters Score -668734.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -668735.562500 Penalty: 2824.185303
	Iteration 34Q: 3 clusters Score -668735.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -668740.375000 Penalty: 2824.185303
	Iteration 35Q: 3 clusters Score -668740.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -668744.250000 Penalty: 2824.185303
	Iteration 36Q: 3 clusters Score -668744.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -668746.687500 Penalty: 2824.185303
	Iteration 37Q: 3 clusters Score -668746.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -668748.562500 Penalty: 2824.185303
	Iteration 38Q: 3 clusters Score -668748.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -668753.625000 Penalty: 2824.185303
	Iteration 39Q: 3 clusters Score -668753.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -668756.125000 Penalty: 2824.185303
	Iteration 40F: 3 clusters Score -668756.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -668763.750000 Penalty: 2824.185303
	Iteration 41Q: 3 clusters Score -668763.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -668770.062500 Penalty: 2824.185303
	Iteration 42Q: 3 clusters Score -668770.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -668776.062500 Penalty: 2824.185303
	Iteration 43Q: 3 clusters Score -668776.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -668780.812500 Penalty: 2824.185303
	Iteration 44Q: 3 clusters Score -668780.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -668785.812500 Penalty: 2824.185303
	Iteration 45Q: 3 clusters Score -668785.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -668791.312500 Penalty: 2824.185303
	Iteration 46Q: 3 clusters Score -668791.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -668797.125000 Penalty: 2824.185303
	Iteration 47Q: 3 clusters Score -668797.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -668804.125000 Penalty: 2824.185303
	Iteration 48Q: 3 clusters Score -668804.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -668807.687500 Penalty: 2824.185303
	Iteration 49Q: 3 clusters Score -668807.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -668815.562500 Penalty: 2824.185303
	Iteration 50Q: 3 clusters Score -668815.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -668823.187500 Penalty: 2824.185303
	Iteration 51Q: 3 clusters Score -668823.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -668831.000000 Penalty: 2824.185303
	Iteration 52Q: 3 clusters Score -668831 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -668837.187500 Penalty: 2824.185303
	Iteration 53Q: 3 clusters Score -668837.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -668845.062500 Penalty: 2824.185303
	Iteration 54Q: 3 clusters Score -668845.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -668849.875000 Penalty: 2824.185303
	Iteration 55Q: 3 clusters Score -668849.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -668860.437500 Penalty: 2824.185303
	Iteration 56Q: 3 clusters Score -668860.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -668870.062500 Penalty: 2824.185303
	Iteration 57Q: 3 clusters Score -668870.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -668882.562500 Penalty: 2824.185303
	Iteration 58Q: 3 clusters Score -668882.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -668895.250000 Penalty: 2824.185303
	Iteration 59Q: 3 clusters Score -668895.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -668907.375000 Penalty: 2824.185303
	Iteration 60F: 3 clusters Score -668907.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -668923.875000 Penalty: 2824.185303
	Iteration 61Q: 3 clusters Score -668923.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -668950.312500 Penalty: 2824.185303
	Iteration 62Q: 3 clusters Score -668950.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -668983.062500 Penalty: 2824.185303
	Iteration 63Q: 3 clusters Score -668983.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -669021.812500 Penalty: 2824.185303
	Iteration 64Q: 3 clusters Score -669021.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -669071.312500 Penalty: 2824.185303
	Iteration 65Q: 3 clusters Score -669071.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -669138.312500 Penalty: 2824.185303
	Iteration 66Q: 3 clusters Score -669138.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -669213.062500 Penalty: 2824.185303
	Iteration 67Q: 3 clusters Score -669213.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -669273.500000 Penalty: 2824.185303
	Iteration 68Q: 3 clusters Score -669273.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -669303.375000 Penalty: 2824.185303
	Iteration 69Q: 3 clusters Score -669303.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -669333.625000 Penalty: 2824.185303
	Iteration 70Q: 3 clusters Score -669333.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -669360.312500 Penalty: 2824.185303
	Iteration 71Q: 3 clusters Score -669360.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -669382.375000 Penalty: 2824.185303
	Iteration 72Q: 3 clusters Score -669382.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -669405.625000 Penalty: 2824.185303
	Iteration 73Q: 3 clusters Score -669405.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -669420.500000 Penalty: 2824.185303
	Iteration 74Q: 3 clusters Score -669420.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -669431.500000 Penalty: 2824.185303
	Iteration 75Q: 3 clusters Score -669431.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -669439.562500 Penalty: 2824.185303
	Iteration 76Q: 3 clusters Score -669439.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -669443.062500 Penalty: 2824.185303
	Iteration 77Q: 3 clusters Score -669443.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -669445.750000 Penalty: 2824.185303
	Iteration 78Q: 3 clusters Score -669445.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -669450.500000 Penalty: 2824.185303
	Iteration 79Q: 3 clusters Score -669450.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -669452.687500 Penalty: 2824.185303
	Iteration 80F: 3 clusters Score -669452.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -669454.437500 Penalty: 2824.185303
	Iteration 81Q: 3 clusters Score -669454.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -669456.750000 Penalty: 2824.185303
	Iteration 82Q: 3 clusters Score -669456.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -669458.250000 Penalty: 2824.185303
	Iteration 83Q: 3 clusters Score -669458.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -669460.750000 Penalty: 2824.185303
	Iteration 84Q: 3 clusters Score -669460.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -669461.437500 Penalty: 2824.185303
	Iteration 85Q: 3 clusters Score -669461.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -669463.812500 Penalty: 2824.185303
	Iteration 86Q: 3 clusters Score -669463.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -669465.625000 Penalty: 2824.185303
	Iteration 87Q: 3 clusters Score -669465.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -669465.187500 Penalty: 2824.185303
	Iteration 88Q: 3 clusters Score -669465.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -669468.500000 Penalty: 2824.185303
	Iteration 89Q: 3 clusters Score -669468.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -669468.000000 Penalty: 2824.185303
	Iteration 90Q: 3 clusters Score -669468 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -669468.250000 Penalty: 2824.185303
	Iteration 91Q: 3 clusters Score -669468.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -669469.250000 Penalty: 2824.185303
	Iteration 92Q: 3 clusters Score -669469.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -669470.062500 Penalty: 2824.185303
	Iteration 93Q: 3 clusters Score -669470.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 4919 members 
Entering Unmasked Estep 
Score: -669469.312500 Penalty: 2824.185303
	Iteration 94Q: 3 clusters Score -669469.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -669471.000000 Penalty: 2824.185303
	Iteration 95Q: 3 clusters Score -669471 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -669470.250000 Penalty: 2824.185303
	Iteration 96Q: 3 clusters Score -669470.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -669470.250000 Penalty: 2824.185303
	Iteration 97F: 3 clusters Score -669470.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (26756 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26756 members 
Entering Unmasked Estep 
Score: -3428306.500000 Penalty: 1656.608521
	Iteration 0F: 2 clusters Score -3428306 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13346 members 
Mstep: Class 2 contains 13410 members 
Entering Unmasked Estep 
Score: -3410332.250000 Penalty: 3313.217041
	Iteration 0F: 3 clusters Score -3410332 nChanged 12108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13518 members 
Mstep: Class 2 contains 13238 members 
Entering Unmasked Estep 
Score: -3417323.750000 Penalty: 3313.217041
	Iteration 1F: 3 clusters Score -3417324 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13608 members 
Mstep: Class 2 contains 13148 members 
Entering Unmasked Estep 
Score: -3417878.250000 Penalty: 3313.217041
	Iteration 2F: 3 clusters Score -3417878 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13690 members 
Mstep: Class 2 contains 13066 members 
Entering Unmasked Estep 
Score: -3418575.000000 Penalty: 3313.217041
	Iteration 3F: 3 clusters Score -3418575 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13786 members 
Mstep: Class 2 contains 12970 members 
Entering Unmasked Estep 
Score: -3419421.000000 Penalty: 3313.217041
	Iteration 4F: 3 clusters Score -3419421 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13894 members 
Mstep: Class 2 contains 12862 members 
Entering Unmasked Estep 
Score: -3420345.750000 Penalty: 3313.217041
	Iteration 5F: 3 clusters Score -3420346 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14063 members 
Mstep: Class 2 contains 12693 members 
Entering Unmasked Estep 
Score: -3421269.750000 Penalty: 3313.217041
	Iteration 6F: 3 clusters Score -3421270 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14223 members 
Mstep: Class 2 contains 12533 members 
Entering Unmasked Estep 
Score: -3422225.250000 Penalty: 3313.217041
	Iteration 7F: 3 clusters Score -3422225 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14396 members 
Mstep: Class 2 contains 12360 members 
Entering Unmasked Estep 
Score: -3423070.750000 Penalty: 3313.217041
	Iteration 8F: 3 clusters Score -3423071 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14557 members 
Mstep: Class 2 contains 12199 members 
Entering Unmasked Estep 
Score: -3423791.000000 Penalty: 3313.217041
	Iteration 9Q: 3 clusters Score -3423791 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14749 members 
Mstep: Class 2 contains 12007 members 
Entering Unmasked Estep 
Score: -3424376.500000 Penalty: 3313.217041
	Iteration 10Q: 3 clusters Score -3424376 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14920 members 
Mstep: Class 2 contains 11836 members 
Entering Unmasked Estep 
Score: -3424763.000000 Penalty: 3313.217041
	Iteration 11Q: 3 clusters Score -3424763 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15088 members 
Mstep: Class 2 contains 11668 members 
Entering Unmasked Estep 
Score: -3425036.250000 Penalty: 3313.217041
	Iteration 12Q: 3 clusters Score -3425036 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15263 members 
Mstep: Class 2 contains 11493 members 
Entering Unmasked Estep 
Score: -3425168.250000 Penalty: 3313.217041
	Iteration 13Q: 3 clusters Score -3425168 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15418 members 
Mstep: Class 2 contains 11338 members 
Entering Unmasked Estep 
Score: -3425249.750000 Penalty: 3313.217041
	Iteration 14Q: 3 clusters Score -3425250 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15551 members 
Mstep: Class 2 contains 11205 members 
Entering Unmasked Estep 
Score: -3425313.750000 Penalty: 3313.217041
	Iteration 15Q: 3 clusters Score -3425314 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15669 members 
Mstep: Class 2 contains 11087 members 
Entering Unmasked Estep 
Score: -3425331.250000 Penalty: 3313.217041
	Iteration 16Q: 3 clusters Score -3425331 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15782 members 
Mstep: Class 2 contains 10974 members 
Entering Unmasked Estep 
Score: -3425355.750000 Penalty: 3313.217041
	Iteration 17Q: 3 clusters Score -3425356 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15889 members 
Mstep: Class 2 contains 10867 members 
Entering Unmasked Estep 
Score: -3425369.500000 Penalty: 3313.217041
	Iteration 18Q: 3 clusters Score -3425370 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15988 members 
Mstep: Class 2 contains 10768 members 
Entering Unmasked Estep 
Score: -3425387.000000 Penalty: 3313.217041
	Iteration 19Q: 3 clusters Score -3425387 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16108 members 
Mstep: Class 2 contains 10648 members 
Entering Unmasked Estep 
Score: -3425407.750000 Penalty: 3313.217041
	Iteration 20F: 3 clusters Score -3425408 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16203 members 
Mstep: Class 2 contains 10553 members 
Entering Unmasked Estep 
Score: -3425419.750000 Penalty: 3313.217041
	Iteration 21Q: 3 clusters Score -3425420 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16312 members 
Mstep: Class 2 contains 10444 members 
Entering Unmasked Estep 
Score: -3425438.000000 Penalty: 3313.217041
	Iteration 22Q: 3 clusters Score -3425438 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16404 members 
Mstep: Class 2 contains 10352 members 
Entering Unmasked Estep 
Score: -3425456.750000 Penalty: 3313.217041
	Iteration 23Q: 3 clusters Score -3425457 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16496 members 
Mstep: Class 2 contains 10260 members 
Entering Unmasked Estep 
Score: -3425464.250000 Penalty: 3313.217041
	Iteration 24Q: 3 clusters Score -3425464 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16598 members 
Mstep: Class 2 contains 10158 members 
Entering Unmasked Estep 
Score: -3425477.000000 Penalty: 3313.217041
	Iteration 25Q: 3 clusters Score -3425477 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16695 members 
Mstep: Class 2 contains 10061 members 
Entering Unmasked Estep 
Score: -3425468.500000 Penalty: 3313.217041
	Iteration 26Q: 3 clusters Score -3425468 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16796 members 
Mstep: Class 2 contains 9960 members 
Entering Unmasked Estep 
Score: -3425484.250000 Penalty: 3313.217041
	Iteration 27Q: 3 clusters Score -3425484 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16909 members 
Mstep: Class 2 contains 9847 members 
Entering Unmasked Estep 
Score: -3425503.000000 Penalty: 3313.217041
	Iteration 28Q: 3 clusters Score -3425503 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17005 members 
Mstep: Class 2 contains 9751 members 
Entering Unmasked Estep 
Score: -3425520.250000 Penalty: 3313.217041
	Iteration 29Q: 3 clusters Score -3425520 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17107 members 
Mstep: Class 2 contains 9649 members 
Entering Unmasked Estep 
Score: -3425523.500000 Penalty: 3313.217041
	Iteration 30Q: 3 clusters Score -3425524 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17213 members 
Mstep: Class 2 contains 9543 members 
Entering Unmasked Estep 
Score: -3425538.750000 Penalty: 3313.217041
	Iteration 31Q: 3 clusters Score -3425539 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17317 members 
Mstep: Class 2 contains 9439 members 
Entering Unmasked Estep 
Score: -3425557.250000 Penalty: 3313.217041
	Iteration 32Q: 3 clusters Score -3425557 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17427 members 
Mstep: Class 2 contains 9329 members 
Entering Unmasked Estep 
Score: -3425574.750000 Penalty: 3313.217041
	Iteration 33Q: 3 clusters Score -3425575 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17537 members 
Mstep: Class 2 contains 9219 members 
Entering Unmasked Estep 
Score: -3425590.000000 Penalty: 3313.217041
	Iteration 34Q: 3 clusters Score -3425590 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17635 members 
Mstep: Class 2 contains 9121 members 
Entering Unmasked Estep 
Score: -3425607.750000 Penalty: 3313.217041
	Iteration 35Q: 3 clusters Score -3425608 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17757 members 
Mstep: Class 2 contains 8999 members 
Entering Unmasked Estep 
Score: -3425642.250000 Penalty: 3313.217041
	Iteration 36Q: 3 clusters Score -3425642 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17907 members 
Mstep: Class 2 contains 8849 members 
Entering Unmasked Estep 
Score: -3425685.250000 Penalty: 3313.217041
	Iteration 37Q: 3 clusters Score -3425685 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18067 members 
Mstep: Class 2 contains 8689 members 
Entering Unmasked Estep 
Score: -3425741.250000 Penalty: 3313.217041
	Iteration 38Q: 3 clusters Score -3425741 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18247 members 
Mstep: Class 2 contains 8509 members 
Entering Unmasked Estep 
Score: -3425833.750000 Penalty: 3313.217041
	Iteration 39Q: 3 clusters Score -3425834 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18459 members 
Mstep: Class 2 contains 8297 members 
Entering Unmasked Estep 
Score: -3425992.000000 Penalty: 3313.217041
	Iteration 40F: 3 clusters Score -3425992 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18721 members 
Mstep: Class 2 contains 8035 members 
Entering Unmasked Estep 
Score: -3426195.000000 Penalty: 3313.217041
	Iteration 41Q: 3 clusters Score -3426195 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18947 members 
Mstep: Class 2 contains 7809 members 
Entering Unmasked Estep 
Score: -3426407.250000 Penalty: 3313.217041
	Iteration 42Q: 3 clusters Score -3426407 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19138 members 
Mstep: Class 2 contains 7618 members 
Entering Unmasked Estep 
Score: -3426565.000000 Penalty: 3313.217041
	Iteration 43Q: 3 clusters Score -3426565 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19297 members 
Mstep: Class 2 contains 7459 members 
Entering Unmasked Estep 
Score: -3426670.000000 Penalty: 3313.217041
	Iteration 44Q: 3 clusters Score -3426670 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19396 members 
Mstep: Class 2 contains 7360 members 
Entering Unmasked Estep 
Score: -3426742.750000 Penalty: 3313.217041
	Iteration 45Q: 3 clusters Score -3426743 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19480 members 
Mstep: Class 2 contains 7276 members 
Entering Unmasked Estep 
Score: -3426790.000000 Penalty: 3313.217041
	Iteration 46Q: 3 clusters Score -3426790 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19541 members 
Mstep: Class 2 contains 7215 members 
Entering Unmasked Estep 
Score: -3426837.500000 Penalty: 3313.217041
	Iteration 47Q: 3 clusters Score -3426838 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19565 members 
Mstep: Class 2 contains 7191 members 
Entering Unmasked Estep 
Score: -3426852.000000 Penalty: 3313.217041
	Iteration 48Q: 3 clusters Score -3426852 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19575 members 
Mstep: Class 2 contains 7181 members 
Entering Unmasked Estep 
Score: -3426875.250000 Penalty: 3313.217041
	Iteration 49Q: 3 clusters Score -3426875 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19569 members 
Mstep: Class 2 contains 7187 members 
Entering Unmasked Estep 
Score: -3426885.250000 Penalty: 3313.217041
	Iteration 50Q: 3 clusters Score -3426885 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19559 members 
Mstep: Class 2 contains 7197 members 
Entering Unmasked Estep 
Score: -3426902.750000 Penalty: 3313.217041
	Iteration 51Q: 3 clusters Score -3426903 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19530 members 
Mstep: Class 2 contains 7226 members 
Entering Unmasked Estep 
Score: -3426926.500000 Penalty: 3313.217041
	Iteration 52Q: 3 clusters Score -3426926 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19489 members 
Mstep: Class 2 contains 7267 members 
Entering Unmasked Estep 
Score: -3426955.500000 Penalty: 3313.217041
	Iteration 53Q: 3 clusters Score -3426956 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19444 members 
Mstep: Class 2 contains 7312 members 
Entering Unmasked Estep 
Score: -3426984.250000 Penalty: 3313.217041
	Iteration 54Q: 3 clusters Score -3426984 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19386 members 
Mstep: Class 2 contains 7370 members 
Entering Unmasked Estep 
Score: -3426995.750000 Penalty: 3313.217041
	Iteration 55Q: 3 clusters Score -3426996 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19341 members 
Mstep: Class 2 contains 7415 members 
Entering Unmasked Estep 
Score: -3427005.000000 Penalty: 3313.217041
	Iteration 56Q: 3 clusters Score -3427005 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19281 members 
Mstep: Class 2 contains 7475 members 
Entering Unmasked Estep 
Score: -3427031.000000 Penalty: 3313.217041
	Iteration 57Q: 3 clusters Score -3427031 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19221 members 
Mstep: Class 2 contains 7535 members 
Entering Unmasked Estep 
Score: -3427042.500000 Penalty: 3313.217041
	Iteration 58Q: 3 clusters Score -3427042 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19167 members 
Mstep: Class 2 contains 7589 members 
Entering Unmasked Estep 
Score: -3427070.500000 Penalty: 3313.217041
	Iteration 59Q: 3 clusters Score -3427070 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19108 members 
Mstep: Class 2 contains 7648 members 
Entering Unmasked Estep 
Score: -3427088.750000 Penalty: 3313.217041
	Iteration 60F: 3 clusters Score -3427089 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19062 members 
Mstep: Class 2 contains 7694 members 
Entering Unmasked Estep 
Score: -3427107.000000 Penalty: 3313.217041
	Iteration 61Q: 3 clusters Score -3427107 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19023 members 
Mstep: Class 2 contains 7733 members 
Entering Unmasked Estep 
Score: -3427117.750000 Penalty: 3313.217041
	Iteration 62Q: 3 clusters Score -3427118 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18987 members 
Mstep: Class 2 contains 7769 members 
Entering Unmasked Estep 
Score: -3427115.000000 Penalty: 3313.217041
	Iteration 63Q: 3 clusters Score -3427115 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18961 members 
Mstep: Class 2 contains 7795 members 
Entering Unmasked Estep 
Score: -3427119.250000 Penalty: 3313.217041
	Iteration 64Q: 3 clusters Score -3427119 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18928 members 
Mstep: Class 2 contains 7828 members 
Entering Unmasked Estep 
Score: -3427125.250000 Penalty: 3313.217041
	Iteration 65Q: 3 clusters Score -3427125 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18910 members 
Mstep: Class 2 contains 7846 members 
Entering Unmasked Estep 
Score: -3427128.250000 Penalty: 3313.217041
	Iteration 66Q: 3 clusters Score -3427128 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18899 members 
Mstep: Class 2 contains 7857 members 
Entering Unmasked Estep 
Score: -3427125.000000 Penalty: 3313.217041
	Iteration 67Q: 3 clusters Score -3427125 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18887 members 
Mstep: Class 2 contains 7869 members 
Entering Unmasked Estep 
Score: -3427120.750000 Penalty: 3313.217041
	Iteration 68Q: 3 clusters Score -3427121 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18880 members 
Mstep: Class 2 contains 7876 members 
Entering Unmasked Estep 
Score: -3427123.000000 Penalty: 3313.217041
	Iteration 69Q: 3 clusters Score -3427123 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18873 members 
Mstep: Class 2 contains 7883 members 
Entering Unmasked Estep 
Score: -3427123.500000 Penalty: 3313.217041
	Iteration 70Q: 3 clusters Score -3427124 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18865 members 
Mstep: Class 2 contains 7891 members 
Entering Unmasked Estep 
Score: -3427125.500000 Penalty: 3313.217041
	Iteration 71Q: 3 clusters Score -3427126 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18858 members 
Mstep: Class 2 contains 7898 members 
Entering Unmasked Estep 
Score: -3427130.250000 Penalty: 3313.217041
	Iteration 72Q: 3 clusters Score -3427130 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18857 members 
Mstep: Class 2 contains 7899 members 
Entering Unmasked Estep 
Score: -3427136.250000 Penalty: 3313.217041
	Iteration 73Q: 3 clusters Score -3427136 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18856 members 
Mstep: Class 2 contains 7900 members 
Entering Unmasked Estep 
Score: -3427128.750000 Penalty: 3313.217041
	Iteration 74Q: 3 clusters Score -3427129 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18855 members 
Mstep: Class 2 contains 7901 members 
Entering Unmasked Estep 
Score: -3427129.500000 Penalty: 3313.217041
	Iteration 75Q: 3 clusters Score -3427130 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18850 members 
Mstep: Class 2 contains 7906 members 
Entering Unmasked Estep 
Score: -3427125.500000 Penalty: 3313.217041
	Iteration 76Q: 3 clusters Score -3427126 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18844 members 
Mstep: Class 2 contains 7912 members 
Entering Unmasked Estep 
Score: -3427127.250000 Penalty: 3313.217041
	Iteration 77Q: 3 clusters Score -3427127 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18843 members 
Mstep: Class 2 contains 7913 members 
Entering Unmasked Estep 
Score: -3427138.500000 Penalty: 3313.217041
	Iteration 78Q: 3 clusters Score -3427138 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18843 members 
Mstep: Class 2 contains 7913 members 
Entering Unmasked Estep 
Score: -3427142.250000 Penalty: 3313.217041
	Iteration 79Q: 3 clusters Score -3427142 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18838 members 
Mstep: Class 2 contains 7918 members 
Entering Unmasked Estep 
Score: -3427143.000000 Penalty: 3313.217041
	Iteration 80F: 3 clusters Score -3427143 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18831 members 
Mstep: Class 2 contains 7925 members 
Entering Unmasked Estep 
Score: -3427143.000000 Penalty: 3313.217041
	Iteration 81Q: 3 clusters Score -3427143 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18823 members 
Mstep: Class 2 contains 7933 members 
Entering Unmasked Estep 
Score: -3427148.000000 Penalty: 3313.217041
	Iteration 82Q: 3 clusters Score -3427148 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18816 members 
Mstep: Class 2 contains 7940 members 
Entering Unmasked Estep 
Score: -3427147.750000 Penalty: 3313.217041
	Iteration 83Q: 3 clusters Score -3427148 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18815 members 
Mstep: Class 2 contains 7941 members 
Entering Unmasked Estep 
Score: -3427144.750000 Penalty: 3313.217041
	Iteration 84Q: 3 clusters Score -3427145 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18815 members 
Mstep: Class 2 contains 7941 members 
Entering Unmasked Estep 
Score: -3427145.750000 Penalty: 3313.217041
	Iteration 85Q: 3 clusters Score -3427146 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18813 members 
Mstep: Class 2 contains 7943 members 
Entering Unmasked Estep 
Score: -3427143.750000 Penalty: 3313.217041
	Iteration 86Q: 3 clusters Score -3427144 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18809 members 
Mstep: Class 2 contains 7947 members 
Entering Unmasked Estep 
Score: -3427145.000000 Penalty: 3313.217041
	Iteration 87Q: 3 clusters Score -3427145 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18808 members 
Mstep: Class 2 contains 7948 members 
Entering Unmasked Estep 
Score: -3427142.750000 Penalty: 3313.217041
	Iteration 88Q: 3 clusters Score -3427143 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18805 members 
Mstep: Class 2 contains 7951 members 
Entering Unmasked Estep 
Score: -3427142.000000 Penalty: 3313.217041
	Iteration 89Q: 3 clusters Score -3427142 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18802 members 
Mstep: Class 2 contains 7954 members 
Entering Unmasked Estep 
Score: -3427136.500000 Penalty: 3313.217041
	Iteration 90Q: 3 clusters Score -3427136 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18798 members 
Mstep: Class 2 contains 7958 members 
Entering Unmasked Estep 
Score: -3427138.500000 Penalty: 3313.217041
	Iteration 91Q: 3 clusters Score -3427138 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18797 members 
Mstep: Class 2 contains 7959 members 
Entering Unmasked Estep 
Score: -3427139.750000 Penalty: 3313.217041
	Iteration 92Q: 3 clusters Score -3427140 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18797 members 
Mstep: Class 2 contains 7959 members 
Entering Unmasked Estep 
Score: -3427138.000000 Penalty: 3313.217041
	Iteration 93Q: 3 clusters Score -3427138 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18796 members 
Mstep: Class 2 contains 7960 members 
Entering Unmasked Estep 
Score: -3427138.000000 Penalty: 3313.217041
	Iteration 94Q: 3 clusters Score -3427138 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18796 members 
Mstep: Class 2 contains 7960 members 
Entering Unmasked Estep 
Score: -3427138.000000 Penalty: 3313.217041
	Iteration 95F: 3 clusters Score -3427138 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (25931 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25931 members 
Entering Unmasked Estep 
Score: -3270734.750000 Penalty: 1651.519165
	Iteration 0F: 2 clusters Score -3270735 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13042 members 
Mstep: Class 2 contains 12889 members 
Entering Unmasked Estep 
Score: -3253227.750000 Penalty: 3303.038330
	Iteration 0F: 3 clusters Score -3253228 nChanged 11866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13274 members 
Mstep: Class 2 contains 12657 members 
Entering Unmasked Estep 
Score: -3259830.000000 Penalty: 3303.038330
	Iteration 1F: 3 clusters Score -3259830 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13414 members 
Mstep: Class 2 contains 12517 members 
Entering Unmasked Estep 
Score: -3260256.250000 Penalty: 3303.038330
	Iteration 2Q: 3 clusters Score -3260256 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13617 members 
Mstep: Class 2 contains 12314 members 
Entering Unmasked Estep 
Score: -3260675.500000 Penalty: 3303.038330
	Iteration 3Q: 3 clusters Score -3260676 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13876 members 
Mstep: Class 2 contains 12055 members 
Entering Unmasked Estep 
Score: -3261088.750000 Penalty: 3303.038330
	Iteration 4Q: 3 clusters Score -3261089 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14259 members 
Mstep: Class 2 contains 11672 members 
Entering Unmasked Estep 
Score: -3261547.250000 Penalty: 3303.038330
	Iteration 5Q: 3 clusters Score -3261547 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14779 members 
Mstep: Class 2 contains 11152 members 
Entering Unmasked Estep 
Score: -3262067.000000 Penalty: 3303.038330
	Iteration 6Q: 3 clusters Score -3262067 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15493 members 
Mstep: Class 2 contains 10438 members 
Entering Unmasked Estep 
Score: -3262697.500000 Penalty: 3303.038330
	Iteration 7Q: 3 clusters Score -3262698 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16359 members 
Mstep: Class 2 contains 9572 members 
Entering Unmasked Estep 
Score: -3263365.500000 Penalty: 3303.038330
	Iteration 8Q: 3 clusters Score -3263366 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17329 members 
Mstep: Class 2 contains 8602 members 
Entering Unmasked Estep 
Score: -3264071.000000 Penalty: 3303.038330
	Iteration 9Q: 3 clusters Score -3264071 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18361 members 
Mstep: Class 2 contains 7570 members 
Entering Unmasked Estep 
Score: -3264801.750000 Penalty: 3303.038330
	Iteration 10Q: 3 clusters Score -3264802 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19419 members 
Mstep: Class 2 contains 6512 members 
Entering Unmasked Estep 
Score: -3265532.000000 Penalty: 3303.038330
	Iteration 11Q: 3 clusters Score -3265532 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20398 members 
Mstep: Class 2 contains 5533 members 
Entering Unmasked Estep 
Score: -3266164.250000 Penalty: 3303.038330
	Iteration 12Q: 3 clusters Score -3266164 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21336 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -3266776.500000 Penalty: 3303.038330
	Iteration 13Q: 3 clusters Score -3266776 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22189 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -3267324.250000 Penalty: 3303.038330
	Iteration 14Q: 3 clusters Score -3267324 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22913 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -3267843.000000 Penalty: 3303.038330
	Iteration 15Q: 3 clusters Score -3267843 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23500 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -3268272.500000 Penalty: 3303.038330
	Iteration 16Q: 3 clusters Score -3268272 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23999 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -3268635.750000 Penalty: 3303.038330
	Iteration 17Q: 3 clusters Score -3268636 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24362 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -3268868.250000 Penalty: 3303.038330
	Iteration 18Q: 3 clusters Score -3268868 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24631 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -3269046.250000 Penalty: 3303.038330
	Iteration 19Q: 3 clusters Score -3269046 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24833 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -3269167.500000 Penalty: 3303.038330
	Iteration 20F: 3 clusters Score -3269168 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24991 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -3269265.250000 Penalty: 3303.038330
	Iteration 21Q: 3 clusters Score -3269265 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25099 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -3269326.250000 Penalty: 3303.038330
	Iteration 22Q: 3 clusters Score -3269326 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25179 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -3269378.500000 Penalty: 3303.038330
	Iteration 23Q: 3 clusters Score -3269378 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25243 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -3269415.250000 Penalty: 3303.038330
	Iteration 24Q: 3 clusters Score -3269415 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25282 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -3269432.000000 Penalty: 3303.038330
	Iteration 25Q: 3 clusters Score -3269432 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25311 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -3269444.000000 Penalty: 3303.038330
	Iteration 26Q: 3 clusters Score -3269444 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25335 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -3269460.000000 Penalty: 3303.038330
	Iteration 27Q: 3 clusters Score -3269460 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25353 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -3269472.500000 Penalty: 3303.038330
	Iteration 28Q: 3 clusters Score -3269472 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25367 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -3269479.250000 Penalty: 3303.038330
	Iteration 29Q: 3 clusters Score -3269479 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25373 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -3269481.500000 Penalty: 3303.038330
	Iteration 30Q: 3 clusters Score -3269482 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25383 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -3269489.750000 Penalty: 3303.038330
	Iteration 31Q: 3 clusters Score -3269490 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25390 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -3269492.250000 Penalty: 3303.038330
	Iteration 32Q: 3 clusters Score -3269492 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25397 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -3269489.750000 Penalty: 3303.038330
	Iteration 33Q: 3 clusters Score -3269490 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25405 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -3269495.000000 Penalty: 3303.038330
	Iteration 34Q: 3 clusters Score -3269495 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25417 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -3269499.250000 Penalty: 3303.038330
	Iteration 35Q: 3 clusters Score -3269499 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25422 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -3269502.250000 Penalty: 3303.038330
	Iteration 36Q: 3 clusters Score -3269502 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25426 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -3269506.000000 Penalty: 3303.038330
	Iteration 37Q: 3 clusters Score -3269506 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25430 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -3269513.000000 Penalty: 3303.038330
	Iteration 38Q: 3 clusters Score -3269513 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25436 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -3269512.250000 Penalty: 3303.038330
	Iteration 39Q: 3 clusters Score -3269512 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25439 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -3269513.250000 Penalty: 3303.038330
	Iteration 40F: 3 clusters Score -3269513 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25446 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -3269520.500000 Penalty: 3303.038330
	Iteration 41Q: 3 clusters Score -3269520 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25450 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -3269527.750000 Penalty: 3303.038330
	Iteration 42Q: 3 clusters Score -3269528 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25454 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -3269529.500000 Penalty: 3303.038330
	Iteration 43Q: 3 clusters Score -3269530 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25459 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -3269533.500000 Penalty: 3303.038330
	Iteration 44Q: 3 clusters Score -3269534 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25457 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -3269534.000000 Penalty: 3303.038330
	Iteration 45Q: 3 clusters Score -3269534 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25458 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -3269530.750000 Penalty: 3303.038330
	Iteration 46Q: 3 clusters Score -3269531 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25458 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -3269530.750000 Penalty: 3303.038330
	Iteration 47F: 3 clusters Score -3269531 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (19055 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19055 members 
Entering Unmasked Estep 
Score: -2394342.500000 Penalty: 1601.451172
	Iteration 0F: 2 clusters Score -2394342 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9583 members 
Mstep: Class 2 contains 9472 members 
Entering Unmasked Estep 
Score: -2381450.750000 Penalty: 3202.902344
	Iteration 0F: 3 clusters Score -2381451 nChanged 8543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9872 members 
Mstep: Class 2 contains 9183 members 
Entering Unmasked Estep 
Score: -2386148.000000 Penalty: 3202.902344
	Iteration 1F: 3 clusters Score -2386148 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10179 members 
Mstep: Class 2 contains 8876 members 
Entering Unmasked Estep 
Score: -2386598.750000 Penalty: 3202.902344
	Iteration 2F: 3 clusters Score -2386599 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10642 members 
Mstep: Class 2 contains 8413 members 
Entering Unmasked Estep 
Score: -2387061.500000 Penalty: 3202.902344
	Iteration 3F: 3 clusters Score -2387062 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11278 members 
Mstep: Class 2 contains 7777 members 
Entering Unmasked Estep 
Score: -2387614.250000 Penalty: 3202.902344
	Iteration 4F: 3 clusters Score -2387614 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12105 members 
Mstep: Class 2 contains 6950 members 
Entering Unmasked Estep 
Score: -2388245.250000 Penalty: 3202.902344
	Iteration 5F: 3 clusters Score -2388245 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13077 members 
Mstep: Class 2 contains 5978 members 
Entering Unmasked Estep 
Score: -2388975.750000 Penalty: 3202.902344
	Iteration 6F: 3 clusters Score -2388976 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14082 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -2389754.750000 Penalty: 3202.902344
	Iteration 7F: 3 clusters Score -2389755 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15041 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -2390586.250000 Penalty: 3202.902344
	Iteration 8F: 3 clusters Score -2390586 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15835 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -2391339.750000 Penalty: 3202.902344
	Iteration 9Q: 3 clusters Score -2391340 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16421 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -2392005.000000 Penalty: 3202.902344
	Iteration 10Q: 3 clusters Score -2392005 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16794 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -2392465.500000 Penalty: 3202.902344
	Iteration 11Q: 3 clusters Score -2392466 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17036 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -2392754.500000 Penalty: 3202.902344
	Iteration 12Q: 3 clusters Score -2392754 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17220 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -2392909.000000 Penalty: 3202.902344
	Iteration 13Q: 3 clusters Score -2392909 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17359 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -2393002.500000 Penalty: 3202.902344
	Iteration 14Q: 3 clusters Score -2393002 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17467 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -2393064.500000 Penalty: 3202.902344
	Iteration 15Q: 3 clusters Score -2393064 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17557 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -2393114.750000 Penalty: 3202.902344
	Iteration 16Q: 3 clusters Score -2393115 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17630 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -2393153.250000 Penalty: 3202.902344
	Iteration 17Q: 3 clusters Score -2393153 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17682 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -2393179.250000 Penalty: 3202.902344
	Iteration 18Q: 3 clusters Score -2393179 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17727 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -2393203.000000 Penalty: 3202.902344
	Iteration 19Q: 3 clusters Score -2393203 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17766 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -2393220.750000 Penalty: 3202.902344
	Iteration 20F: 3 clusters Score -2393221 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17802 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -2393242.000000 Penalty: 3202.902344
	Iteration 21Q: 3 clusters Score -2393242 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17847 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -2393287.750000 Penalty: 3202.902344
	Iteration 22Q: 3 clusters Score -2393288 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17889 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -2393323.250000 Penalty: 3202.902344
	Iteration 23Q: 3 clusters Score -2393323 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17926 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -2393357.750000 Penalty: 3202.902344
	Iteration 24Q: 3 clusters Score -2393358 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17958 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -2393387.250000 Penalty: 3202.902344
	Iteration 25Q: 3 clusters Score -2393387 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17989 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -2393399.500000 Penalty: 3202.902344
	Iteration 26Q: 3 clusters Score -2393400 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18004 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -2393408.500000 Penalty: 3202.902344
	Iteration 27Q: 3 clusters Score -2393408 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18012 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -2393416.000000 Penalty: 3202.902344
	Iteration 28Q: 3 clusters Score -2393416 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18020 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -2393417.250000 Penalty: 3202.902344
	Iteration 29Q: 3 clusters Score -2393417 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18023 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -2393419.500000 Penalty: 3202.902344
	Iteration 30Q: 3 clusters Score -2393420 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18027 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -2393419.500000 Penalty: 3202.902344
	Iteration 31Q: 3 clusters Score -2393420 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18029 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -2393423.000000 Penalty: 3202.902344
	Iteration 32Q: 3 clusters Score -2393423 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18029 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -2393423.000000 Penalty: 3202.902344
	Iteration 33F: 3 clusters Score -2393423 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (4102 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Entering Unmasked Estep 
Score: -532618.250000 Penalty: 1351.874878
	Iteration 0F: 2 clusters Score -532618.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -529197.937500 Penalty: 2703.749756
	Iteration 0F: 3 clusters Score -529197.9 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -530018.687500 Penalty: 2703.749756
	Iteration 1F: 3 clusters Score -530018.7 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -530146.437500 Penalty: 2703.749756
	Iteration 2F: 3 clusters Score -530146.4 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -530249.375000 Penalty: 2703.749756
	Iteration 3F: 3 clusters Score -530249.4 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -530314.687500 Penalty: 2703.749756
	Iteration 4Q: 3 clusters Score -530314.7 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -530358.000000 Penalty: 2703.749756
	Iteration 5Q: 3 clusters Score -530358 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -530387.062500 Penalty: 2703.749756
	Iteration 6Q: 3 clusters Score -530387.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -530412.187500 Penalty: 2703.749756
	Iteration 7Q: 3 clusters Score -530412.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -530436.250000 Penalty: 2703.749756
	Iteration 8Q: 3 clusters Score -530436.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -530455.687500 Penalty: 2703.749756
	Iteration 9Q: 3 clusters Score -530455.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -530475.687500 Penalty: 2703.749756
	Iteration 10Q: 3 clusters Score -530475.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -530491.875000 Penalty: 2703.749756
	Iteration 11Q: 3 clusters Score -530491.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -530505.812500 Penalty: 2703.749756
	Iteration 12Q: 3 clusters Score -530505.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -530524.500000 Penalty: 2703.749756
	Iteration 13Q: 3 clusters Score -530524.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -530538.437500 Penalty: 2703.749756
	Iteration 14Q: 3 clusters Score -530538.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -530551.562500 Penalty: 2703.749756
	Iteration 15Q: 3 clusters Score -530551.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -530566.562500 Penalty: 2703.749756
	Iteration 16Q: 3 clusters Score -530566.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -530579.562500 Penalty: 2703.749756
	Iteration 17Q: 3 clusters Score -530579.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -530589.687500 Penalty: 2703.749756
	Iteration 18Q: 3 clusters Score -530589.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -530602.812500 Penalty: 2703.749756
	Iteration 19Q: 3 clusters Score -530602.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -530615.625000 Penalty: 2703.749756
	Iteration 20F: 3 clusters Score -530615.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -530629.500000 Penalty: 2703.749756
	Iteration 21Q: 3 clusters Score -530629.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -530643.500000 Penalty: 2703.749756
	Iteration 22Q: 3 clusters Score -530643.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -530657.375000 Penalty: 2703.749756
	Iteration 23Q: 3 clusters Score -530657.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -530672.125000 Penalty: 2703.749756
	Iteration 24Q: 3 clusters Score -530672.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -530687.812500 Penalty: 2703.749756
	Iteration 25Q: 3 clusters Score -530687.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -530704.687500 Penalty: 2703.749756
	Iteration 26Q: 3 clusters Score -530704.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -530724.312500 Penalty: 2703.749756
	Iteration 27Q: 3 clusters Score -530724.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -530743.875000 Penalty: 2703.749756
	Iteration 28Q: 3 clusters Score -530743.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -530779.687500 Penalty: 2703.749756
	Iteration 29Q: 3 clusters Score -530779.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -530812.187500 Penalty: 2703.749756
	Iteration 30Q: 3 clusters Score -530812.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -530846.312500 Penalty: 2703.749756
	Iteration 31Q: 3 clusters Score -530846.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -530881.625000 Penalty: 2703.749756
	Iteration 32Q: 3 clusters Score -530881.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -530924.875000 Penalty: 2703.749756
	Iteration 33Q: 3 clusters Score -530924.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -530972.375000 Penalty: 2703.749756
	Iteration 34Q: 3 clusters Score -530972.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -531018.937500 Penalty: 2703.749756
	Iteration 35Q: 3 clusters Score -531018.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -531064.062500 Penalty: 2703.749756
	Iteration 36Q: 3 clusters Score -531064.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -531115.187500 Penalty: 2703.749756
	Iteration 37Q: 3 clusters Score -531115.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -531153.250000 Penalty: 2703.749756
	Iteration 38Q: 3 clusters Score -531153.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -531190.937500 Penalty: 2703.749756
	Iteration 39Q: 3 clusters Score -531190.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -531227.125000 Penalty: 2703.749756
	Iteration 40F: 3 clusters Score -531227.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -531273.125000 Penalty: 2703.749756
	Iteration 41Q: 3 clusters Score -531273.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -531329.125000 Penalty: 2703.749756
	Iteration 42Q: 3 clusters Score -531329.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -531377.937500 Penalty: 2703.749756
	Iteration 43Q: 3 clusters Score -531377.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -531404.625000 Penalty: 2703.749756
	Iteration 44Q: 3 clusters Score -531404.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -531421.562500 Penalty: 2703.749756
	Iteration 45Q: 3 clusters Score -531421.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -531435.562500 Penalty: 2703.749756
	Iteration 46Q: 3 clusters Score -531435.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -531441.750000 Penalty: 2703.749756
	Iteration 47Q: 3 clusters Score -531441.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -531448.250000 Penalty: 2703.749756
	Iteration 48Q: 3 clusters Score -531448.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -531452.375000 Penalty: 2703.749756
	Iteration 49Q: 3 clusters Score -531452.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -531452.437500 Penalty: 2703.749756
	Iteration 50Q: 3 clusters Score -531452.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -531453.187500 Penalty: 2703.749756
	Iteration 51Q: 3 clusters Score -531453.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -531453.687500 Penalty: 2703.749756
	Iteration 52Q: 3 clusters Score -531453.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -531457.500000 Penalty: 2703.749756
	Iteration 53Q: 3 clusters Score -531457.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -531458.625000 Penalty: 2703.749756
	Iteration 54Q: 3 clusters Score -531458.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -531459.937500 Penalty: 2703.749756
	Iteration 55Q: 3 clusters Score -531459.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -531459.375000 Penalty: 2703.749756
	Iteration 56Q: 3 clusters Score -531459.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -531459.375000 Penalty: 2703.749756
	Iteration 57F: 3 clusters Score -531459.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (17956 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17956 members 
Entering Unmasked Estep 
Score: -2277463.500000 Penalty: 1591.797974
	Iteration 0F: 2 clusters Score -2277464 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9076 members 
Mstep: Class 2 contains 8880 members 
Entering Unmasked Estep 
Score: -2265069.250000 Penalty: 3183.595947
	Iteration 0F: 3 clusters Score -2265069 nChanged 8091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9761 members 
Mstep: Class 2 contains 8195 members 
Entering Unmasked Estep 
Score: -2269739.500000 Penalty: 3183.595947
	Iteration 1F: 3 clusters Score -2269740 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10291 members 
Mstep: Class 2 contains 7665 members 
Entering Unmasked Estep 
Score: -2270280.750000 Penalty: 3183.595947
	Iteration 2F: 3 clusters Score -2270281 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11006 members 
Mstep: Class 2 contains 6950 members 
Entering Unmasked Estep 
Score: -2270925.750000 Penalty: 3183.595947
	Iteration 3F: 3 clusters Score -2270926 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11873 members 
Mstep: Class 2 contains 6083 members 
Entering Unmasked Estep 
Score: -2271737.500000 Penalty: 3183.595947
	Iteration 4F: 3 clusters Score -2271738 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12841 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -2272753.250000 Penalty: 3183.595947
	Iteration 5F: 3 clusters Score -2272753 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13814 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -2273823.750000 Penalty: 3183.595947
	Iteration 6F: 3 clusters Score -2273824 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14629 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -2274708.000000 Penalty: 3183.595947
	Iteration 7F: 3 clusters Score -2274708 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15295 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -2275463.750000 Penalty: 3183.595947
	Iteration 8Q: 3 clusters Score -2275464 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15751 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -2276134.500000 Penalty: 3183.595947
	Iteration 9Q: 3 clusters Score -2276134 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16009 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -2276584.500000 Penalty: 3183.595947
	Iteration 10Q: 3 clusters Score -2276584 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16148 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -2276862.250000 Penalty: 3183.595947
	Iteration 11Q: 3 clusters Score -2276862 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16246 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -2277050.500000 Penalty: 3183.595947
	Iteration 12Q: 3 clusters Score -2277050 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16327 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -2277140.000000 Penalty: 3183.595947
	Iteration 13Q: 3 clusters Score -2277140 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16386 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -2277188.000000 Penalty: 3183.595947
	Iteration 14Q: 3 clusters Score -2277188 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16413 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -2277209.000000 Penalty: 3183.595947
	Iteration 15Q: 3 clusters Score -2277209 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16425 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -2277216.500000 Penalty: 3183.595947
	Iteration 16Q: 3 clusters Score -2277216 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16441 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -2277225.500000 Penalty: 3183.595947
	Iteration 17Q: 3 clusters Score -2277226 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16450 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -2277226.000000 Penalty: 3183.595947
	Iteration 18Q: 3 clusters Score -2277226 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16467 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -2277234.250000 Penalty: 3183.595947
	Iteration 19Q: 3 clusters Score -2277234 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16485 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -2277239.750000 Penalty: 3183.595947
	Iteration 20F: 3 clusters Score -2277240 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16500 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -2277248.250000 Penalty: 3183.595947
	Iteration 21Q: 3 clusters Score -2277248 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16510 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -2277249.500000 Penalty: 3183.595947
	Iteration 22Q: 3 clusters Score -2277250 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16521 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -2277249.750000 Penalty: 3183.595947
	Iteration 23Q: 3 clusters Score -2277250 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16528 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -2277250.250000 Penalty: 3183.595947
	Iteration 24Q: 3 clusters Score -2277250 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16530 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -2277250.750000 Penalty: 3183.595947
	Iteration 25Q: 3 clusters Score -2277251 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16533 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -2277250.500000 Penalty: 3183.595947
	Iteration 26Q: 3 clusters Score -2277250 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16538 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -2277250.000000 Penalty: 3183.595947
	Iteration 27Q: 3 clusters Score -2277250 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16541 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -2277250.500000 Penalty: 3183.595947
	Iteration 28Q: 3 clusters Score -2277250 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16544 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -2277254.750000 Penalty: 3183.595947
	Iteration 29Q: 3 clusters Score -2277255 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16545 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -2277254.500000 Penalty: 3183.595947
	Iteration 30Q: 3 clusters Score -2277254 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16546 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -2277254.750000 Penalty: 3183.595947
	Iteration 31Q: 3 clusters Score -2277255 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16546 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -2277254.750000 Penalty: 3183.595947
	Iteration 32F: 3 clusters Score -2277255 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (4824 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Entering Unmasked Estep 
Score: -607766.625000 Penalty: 1378.220703
	Iteration 0F: 2 clusters Score -607766.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -603915.937500 Penalty: 2756.441406
	Iteration 0F: 3 clusters Score -603915.9 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -604994.625000 Penalty: 2756.441406
	Iteration 1F: 3 clusters Score -604994.6 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -605252.375000 Penalty: 2756.441406
	Iteration 2F: 3 clusters Score -605252.4 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -605454.000000 Penalty: 2756.441406
	Iteration 3F: 3 clusters Score -605454 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -605627.187500 Penalty: 2756.441406
	Iteration 4F: 3 clusters Score -605627.2 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -605786.062500 Penalty: 2756.441406
	Iteration 5Q: 3 clusters Score -605786.1 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -605911.750000 Penalty: 2756.441406
	Iteration 6Q: 3 clusters Score -605911.8 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -606015.750000 Penalty: 2756.441406
	Iteration 7Q: 3 clusters Score -606015.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -606093.187500 Penalty: 2756.441406
	Iteration 8Q: 3 clusters Score -606093.2 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -606182.750000 Penalty: 2756.441406
	Iteration 9Q: 3 clusters Score -606182.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -606282.000000 Penalty: 2756.441406
	Iteration 10Q: 3 clusters Score -606282 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -606382.375000 Penalty: 2756.441406
	Iteration 11Q: 3 clusters Score -606382.4 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -606515.437500 Penalty: 2756.441406
	Iteration 12Q: 3 clusters Score -606515.4 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -606660.812500 Penalty: 2756.441406
	Iteration 13Q: 3 clusters Score -606660.8 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -606794.187500 Penalty: 2756.441406
	Iteration 14Q: 3 clusters Score -606794.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -606895.250000 Penalty: 2756.441406
	Iteration 15Q: 3 clusters Score -606895.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -607006.000000 Penalty: 2756.441406
	Iteration 16Q: 3 clusters Score -607006 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -607170.125000 Penalty: 2756.441406
	Iteration 17Q: 3 clusters Score -607170.1 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -607355.375000 Penalty: 2756.441406
	Iteration 18Q: 3 clusters Score -607355.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -607496.937500 Penalty: 2756.441406
	Iteration 19Q: 3 clusters Score -607496.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -607579.750000 Penalty: 2756.441406
	Iteration 20F: 3 clusters Score -607579.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -607607.000000 Penalty: 2756.441406
	Iteration 21Q: 3 clusters Score -607607 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -607615.875000 Penalty: 2756.441406
	Iteration 22Q: 3 clusters Score -607615.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -607620.875000 Penalty: 2756.441406
	Iteration 23Q: 3 clusters Score -607620.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -607621.000000 Penalty: 2756.441406
	Iteration 24Q: 3 clusters Score -607621 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -607623.312500 Penalty: 2756.441406
	Iteration 25Q: 3 clusters Score -607623.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -607624.937500 Penalty: 2756.441406
	Iteration 26Q: 3 clusters Score -607624.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -607625.375000 Penalty: 2756.441406
	Iteration 27Q: 3 clusters Score -607625.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -607626.187500 Penalty: 2756.441406
	Iteration 28Q: 3 clusters Score -607626.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -607627.187500 Penalty: 2756.441406
	Iteration 29Q: 3 clusters Score -607627.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -607627.562500 Penalty: 2756.441406
	Iteration 30Q: 3 clusters Score -607627.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -607627.562500 Penalty: 2756.441406
	Iteration 31F: 3 clusters Score -607627.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (4036 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Entering Unmasked Estep 
Score: -467162.218750 Penalty: 1349.239014
	Iteration 0F: 2 clusters Score -467162.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -463750.968750 Penalty: 2698.478027
	Iteration 0F: 3 clusters Score -463751 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -464731.531250 Penalty: 2698.478027
	Iteration 1F: 3 clusters Score -464731.5 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -464974.000000 Penalty: 2698.478027
	Iteration 2F: 3 clusters Score -464974 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -465189.343750 Penalty: 2698.478027
	Iteration 3F: 3 clusters Score -465189.3 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -465368.781250 Penalty: 2698.478027
	Iteration 4F: 3 clusters Score -465368.8 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -465557.312500 Penalty: 2698.478027
	Iteration 5F: 3 clusters Score -465557.3 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -465729.125000 Penalty: 2698.478027
	Iteration 6F: 3 clusters Score -465729.1 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -465860.843750 Penalty: 2698.478027
	Iteration 7Q: 3 clusters Score -465860.8 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -465946.437500 Penalty: 2698.478027
	Iteration 8Q: 3 clusters Score -465946.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -466026.562500 Penalty: 2698.478027
	Iteration 9Q: 3 clusters Score -466026.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -466087.687500 Penalty: 2698.478027
	Iteration 10Q: 3 clusters Score -466087.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -466145.312500 Penalty: 2698.478027
	Iteration 11Q: 3 clusters Score -466145.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -466186.062500 Penalty: 2698.478027
	Iteration 12Q: 3 clusters Score -466186.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -466221.156250 Penalty: 2698.478027
	Iteration 13Q: 3 clusters Score -466221.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -466243.031250 Penalty: 2698.478027
	Iteration 14Q: 3 clusters Score -466243 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -466257.062500 Penalty: 2698.478027
	Iteration 15Q: 3 clusters Score -466257.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -466268.843750 Penalty: 2698.478027
	Iteration 16Q: 3 clusters Score -466268.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -466281.656250 Penalty: 2698.478027
	Iteration 17Q: 3 clusters Score -466281.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -466294.531250 Penalty: 2698.478027
	Iteration 18Q: 3 clusters Score -466294.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -466302.937500 Penalty: 2698.478027
	Iteration 19Q: 3 clusters Score -466302.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -466308.812500 Penalty: 2698.478027
	Iteration 20F: 3 clusters Score -466308.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -466312.812500 Penalty: 2698.478027
	Iteration 21Q: 3 clusters Score -466312.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -466318.218750 Penalty: 2698.478027
	Iteration 22Q: 3 clusters Score -466318.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -466325.500000 Penalty: 2698.478027
	Iteration 23Q: 3 clusters Score -466325.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -466329.968750 Penalty: 2698.478027
	Iteration 24Q: 3 clusters Score -466330 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -466337.093750 Penalty: 2698.478027
	Iteration 25Q: 3 clusters Score -466337.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -466342.843750 Penalty: 2698.478027
	Iteration 26Q: 3 clusters Score -466342.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -466347.750000 Penalty: 2698.478027
	Iteration 27Q: 3 clusters Score -466347.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -466351.468750 Penalty: 2698.478027
	Iteration 28Q: 3 clusters Score -466351.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -466353.750000 Penalty: 2698.478027
	Iteration 29Q: 3 clusters Score -466353.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -466354.562500 Penalty: 2698.478027
	Iteration 30Q: 3 clusters Score -466354.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -466354.343750 Penalty: 2698.478027
	Iteration 31Q: 3 clusters Score -466354.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -466354.343750 Penalty: 2698.478027
	Iteration 32F: 3 clusters Score -466354.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (2331 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Entering Unmasked Estep 
Score: -282216.875000 Penalty: 1260.033569
	Iteration 0F: 2 clusters Score -282216.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -279953.281250 Penalty: 2520.067139
	Iteration 0F: 3 clusters Score -279953.3 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -280573.250000 Penalty: 2520.067139
	Iteration 1F: 3 clusters Score -280573.2 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -280829.656250 Penalty: 2520.067139
	Iteration 2F: 3 clusters Score -280829.7 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -281076.562500 Penalty: 2520.067139
	Iteration 3F: 3 clusters Score -281076.6 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -281293.156250 Penalty: 2520.067139
	Iteration 4F: 3 clusters Score -281293.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -281445.843750 Penalty: 2520.067139
	Iteration 5F: 3 clusters Score -281445.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -281567.812500 Penalty: 2520.067139
	Iteration 6Q: 3 clusters Score -281567.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -281636.250000 Penalty: 2520.067139
	Iteration 7Q: 3 clusters Score -281636.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -281677.968750 Penalty: 2520.067139
	Iteration 8Q: 3 clusters Score -281678 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -281706.437500 Penalty: 2520.067139
	Iteration 9Q: 3 clusters Score -281706.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -281715.187500 Penalty: 2520.067139
	Iteration 10Q: 3 clusters Score -281715.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -281719.718750 Penalty: 2520.067139
	Iteration 11Q: 3 clusters Score -281719.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -281721.812500 Penalty: 2520.067139
	Iteration 12Q: 3 clusters Score -281721.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -281723.906250 Penalty: 2520.067139
	Iteration 13Q: 3 clusters Score -281723.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -281725.343750 Penalty: 2520.067139
	Iteration 14Q: 3 clusters Score -281725.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -281726.218750 Penalty: 2520.067139
	Iteration 15Q: 3 clusters Score -281726.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -281726.312500 Penalty: 2520.067139
	Iteration 16Q: 3 clusters Score -281726.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -281727.468750 Penalty: 2520.067139
	Iteration 17Q: 3 clusters Score -281727.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -281728.093750 Penalty: 2520.067139
	Iteration 18Q: 3 clusters Score -281728.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -281728.906250 Penalty: 2520.067139
	Iteration 19Q: 3 clusters Score -281728.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -281730.250000 Penalty: 2520.067139
	Iteration 20F: 3 clusters Score -281730.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -281730.781250 Penalty: 2520.067139
	Iteration 21Q: 3 clusters Score -281730.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -281733.218750 Penalty: 2520.067139
	Iteration 22Q: 3 clusters Score -281733.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -281734.906250 Penalty: 2520.067139
	Iteration 23Q: 3 clusters Score -281734.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -281734.906250 Penalty: 2520.067139
	Iteration 24F: 3 clusters Score -281734.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (5213 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5213 members 
Entering Unmasked Estep 
Score: -649183.437500 Penalty: 1390.822876
	Iteration 0F: 2 clusters Score -649183.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -645110.187500 Penalty: 2781.645752
	Iteration 0F: 3 clusters Score -645110.2 nChanged 2090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -646323.812500 Penalty: 2781.645752
	Iteration 1F: 3 clusters Score -646323.8 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -646536.562500 Penalty: 2781.645752
	Iteration 2F: 3 clusters Score -646536.6 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -646773.937500 Penalty: 2781.645752
	Iteration 3F: 3 clusters Score -646773.9 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -647027.687500 Penalty: 2781.645752
	Iteration 4F: 3 clusters Score -647027.7 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -647279.812500 Penalty: 2781.645752
	Iteration 5F: 3 clusters Score -647279.8 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -647546.000000 Penalty: 2781.645752
	Iteration 6F: 3 clusters Score -647546 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -647833.437500 Penalty: 2781.645752
	Iteration 7F: 3 clusters Score -647833.4 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -648060.875000 Penalty: 2781.645752
	Iteration 8F: 3 clusters Score -648060.9 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -648230.500000 Penalty: 2781.645752
	Iteration 9Q: 3 clusters Score -648230.5 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -648391.812500 Penalty: 2781.645752
	Iteration 10Q: 3 clusters Score -648391.8 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -648524.812500 Penalty: 2781.645752
	Iteration 11Q: 3 clusters Score -648524.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -648601.437500 Penalty: 2781.645752
	Iteration 12Q: 3 clusters Score -648601.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -648653.937500 Penalty: 2781.645752
	Iteration 13Q: 3 clusters Score -648653.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -648674.500000 Penalty: 2781.645752
	Iteration 14Q: 3 clusters Score -648674.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -648682.687500 Penalty: 2781.645752
	Iteration 15Q: 3 clusters Score -648682.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -648687.312500 Penalty: 2781.645752
	Iteration 16Q: 3 clusters Score -648687.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -648691.187500 Penalty: 2781.645752
	Iteration 17Q: 3 clusters Score -648691.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -648691.750000 Penalty: 2781.645752
	Iteration 18Q: 3 clusters Score -648691.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -648698.125000 Penalty: 2781.645752
	Iteration 19Q: 3 clusters Score -648698.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -648702.625000 Penalty: 2781.645752
	Iteration 20F: 3 clusters Score -648702.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -648706.250000 Penalty: 2781.645752
	Iteration 21Q: 3 clusters Score -648706.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -648709.937500 Penalty: 2781.645752
	Iteration 22Q: 3 clusters Score -648709.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -648711.687500 Penalty: 2781.645752
	Iteration 23Q: 3 clusters Score -648711.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -648714.812500 Penalty: 2781.645752
	Iteration 24Q: 3 clusters Score -648714.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -648717.500000 Penalty: 2781.645752
	Iteration 25Q: 3 clusters Score -648717.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -648718.375000 Penalty: 2781.645752
	Iteration 26Q: 3 clusters Score -648718.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -648719.500000 Penalty: 2781.645752
	Iteration 27Q: 3 clusters Score -648719.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -648720.750000 Penalty: 2781.645752
	Iteration 28Q: 3 clusters Score -648720.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -648722.250000 Penalty: 2781.645752
	Iteration 29Q: 3 clusters Score -648722.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -648723.125000 Penalty: 2781.645752
	Iteration 30Q: 3 clusters Score -648723.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -648723.875000 Penalty: 2781.645752
	Iteration 31Q: 3 clusters Score -648723.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -648723.250000 Penalty: 2781.645752
	Iteration 32Q: 3 clusters Score -648723.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -648724.250000 Penalty: 2781.645752
	Iteration 33Q: 3 clusters Score -648724.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -648724.250000 Penalty: 2781.645752
	Iteration 34F: 3 clusters Score -648724.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (3587 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Entering Unmasked Estep 
Score: -442076.687500 Penalty: 1330.074219
	Iteration 0F: 2 clusters Score -442076.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -438949.343750 Penalty: 2660.148438
	Iteration 0F: 3 clusters Score -438949.3 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -439831.718750 Penalty: 2660.148438
	Iteration 1F: 3 clusters Score -439831.7 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -440039.531250 Penalty: 2660.148438
	Iteration 2F: 3 clusters Score -440039.5 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -440159.343750 Penalty: 2660.148438
	Iteration 3F: 3 clusters Score -440159.3 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -440274.906250 Penalty: 2660.148438
	Iteration 4Q: 3 clusters Score -440274.9 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -440401.437500 Penalty: 2660.148438
	Iteration 5Q: 3 clusters Score -440401.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -440512.687500 Penalty: 2660.148438
	Iteration 6Q: 3 clusters Score -440512.7 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -440645.562500 Penalty: 2660.148438
	Iteration 7Q: 3 clusters Score -440645.6 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -440779.156250 Penalty: 2660.148438
	Iteration 8Q: 3 clusters Score -440779.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -440915.531250 Penalty: 2660.148438
	Iteration 9Q: 3 clusters Score -440915.5 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -441098.937500 Penalty: 2660.148438
	Iteration 10Q: 3 clusters Score -441098.9 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -441242.468750 Penalty: 2660.148438
	Iteration 11Q: 3 clusters Score -441242.5 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -441372.937500 Penalty: 2660.148438
	Iteration 12Q: 3 clusters Score -441372.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -441474.843750 Penalty: 2660.148438
	Iteration 13Q: 3 clusters Score -441474.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -441542.750000 Penalty: 2660.148438
	Iteration 14Q: 3 clusters Score -441542.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -441599.187500 Penalty: 2660.148438
	Iteration 15Q: 3 clusters Score -441599.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -441647.781250 Penalty: 2660.148438
	Iteration 16Q: 3 clusters Score -441647.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -441688.875000 Penalty: 2660.148438
	Iteration 17Q: 3 clusters Score -441688.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -441729.281250 Penalty: 2660.148438
	Iteration 18Q: 3 clusters Score -441729.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -441757.281250 Penalty: 2660.148438
	Iteration 19Q: 3 clusters Score -441757.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -441771.500000 Penalty: 2660.148438
	Iteration 20F: 3 clusters Score -441771.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -441777.468750 Penalty: 2660.148438
	Iteration 21Q: 3 clusters Score -441777.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -441783.656250 Penalty: 2660.148438
	Iteration 22Q: 3 clusters Score -441783.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -441789.937500 Penalty: 2660.148438
	Iteration 23Q: 3 clusters Score -441789.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -441796.843750 Penalty: 2660.148438
	Iteration 24Q: 3 clusters Score -441796.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -441801.000000 Penalty: 2660.148438
	Iteration 25Q: 3 clusters Score -441801 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -441803.625000 Penalty: 2660.148438
	Iteration 26Q: 3 clusters Score -441803.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -441804.531250 Penalty: 2660.148438
	Iteration 27Q: 3 clusters Score -441804.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -441805.781250 Penalty: 2660.148438
	Iteration 28Q: 3 clusters Score -441805.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -441805.312500 Penalty: 2660.148438
	Iteration 29Q: 3 clusters Score -441805.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -441805.312500 Penalty: 2660.148438
	Iteration 30F: 3 clusters Score -441805.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (2736 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Entering Unmasked Estep 
Score: -327137.593750 Penalty: 1286.066040
	Iteration 0F: 2 clusters Score -327137.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -324604.968750 Penalty: 2572.132080
	Iteration 0F: 3 clusters Score -324605 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -325287.031250 Penalty: 2572.132080
	Iteration 1F: 3 clusters Score -325287 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -325472.125000 Penalty: 2572.132080
	Iteration 2F: 3 clusters Score -325472.1 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -325565.812500 Penalty: 2572.132080
	Iteration 3F: 3 clusters Score -325565.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -325620.437500 Penalty: 2572.132080
	Iteration 4Q: 3 clusters Score -325620.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -325674.093750 Penalty: 2572.132080
	Iteration 5Q: 3 clusters Score -325674.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -325709.656250 Penalty: 2572.132080
	Iteration 6Q: 3 clusters Score -325709.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -325730.468750 Penalty: 2572.132080
	Iteration 7Q: 3 clusters Score -325730.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -325742.031250 Penalty: 2572.132080
	Iteration 8Q: 3 clusters Score -325742 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -325751.656250 Penalty: 2572.132080
	Iteration 9Q: 3 clusters Score -325751.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -325761.843750 Penalty: 2572.132080
	Iteration 10Q: 3 clusters Score -325761.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -325769.562500 Penalty: 2572.132080
	Iteration 11Q: 3 clusters Score -325769.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -325774.968750 Penalty: 2572.132080
	Iteration 12Q: 3 clusters Score -325775 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -325784.718750 Penalty: 2572.132080
	Iteration 13Q: 3 clusters Score -325784.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -325797.968750 Penalty: 2572.132080
	Iteration 14Q: 3 clusters Score -325798 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -325814.187500 Penalty: 2572.132080
	Iteration 15Q: 3 clusters Score -325814.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -325828.500000 Penalty: 2572.132080
	Iteration 16Q: 3 clusters Score -325828.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -325840.750000 Penalty: 2572.132080
	Iteration 17Q: 3 clusters Score -325840.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -325853.312500 Penalty: 2572.132080
	Iteration 18Q: 3 clusters Score -325853.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -325866.687500 Penalty: 2572.132080
	Iteration 19Q: 3 clusters Score -325866.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -325878.906250 Penalty: 2572.132080
	Iteration 20F: 3 clusters Score -325878.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -325885.031250 Penalty: 2572.132080
	Iteration 21Q: 3 clusters Score -325885 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -325890.968750 Penalty: 2572.132080
	Iteration 22Q: 3 clusters Score -325891 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -325898.937500 Penalty: 2572.132080
	Iteration 23Q: 3 clusters Score -325898.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -325905.375000 Penalty: 2572.132080
	Iteration 24Q: 3 clusters Score -325905.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -325908.375000 Penalty: 2572.132080
	Iteration 25Q: 3 clusters Score -325908.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -325910.406250 Penalty: 2572.132080
	Iteration 26Q: 3 clusters Score -325910.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -325910.906250 Penalty: 2572.132080
	Iteration 27Q: 3 clusters Score -325910.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -325911.375000 Penalty: 2572.132080
	Iteration 28Q: 3 clusters Score -325911.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -325912.781250 Penalty: 2572.132080
	Iteration 29Q: 3 clusters Score -325912.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -325914.125000 Penalty: 2572.132080
	Iteration 30Q: 3 clusters Score -325914.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -325915.125000 Penalty: 2572.132080
	Iteration 31Q: 3 clusters Score -325915.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -325917.656250 Penalty: 2572.132080
	Iteration 32Q: 3 clusters Score -325917.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -325918.250000 Penalty: 2572.132080
	Iteration 33Q: 3 clusters Score -325918.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -325924.250000 Penalty: 2572.132080
	Iteration 34Q: 3 clusters Score -325924.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -325930.875000 Penalty: 2572.132080
	Iteration 35Q: 3 clusters Score -325930.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -325943.750000 Penalty: 2572.132080
	Iteration 36Q: 3 clusters Score -325943.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -325962.656250 Penalty: 2572.132080
	Iteration 37Q: 3 clusters Score -325962.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -325982.656250 Penalty: 2572.132080
	Iteration 38Q: 3 clusters Score -325982.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -326001.718750 Penalty: 2572.132080
	Iteration 39Q: 3 clusters Score -326001.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -326013.781250 Penalty: 2572.132080
	Iteration 40F: 3 clusters Score -326013.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -326025.187500 Penalty: 2572.132080
	Iteration 41Q: 3 clusters Score -326025.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -326035.406250 Penalty: 2572.132080
	Iteration 42Q: 3 clusters Score -326035.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -326042.500000 Penalty: 2572.132080
	Iteration 43Q: 3 clusters Score -326042.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -326046.750000 Penalty: 2572.132080
	Iteration 44Q: 3 clusters Score -326046.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -326050.531250 Penalty: 2572.132080
	Iteration 45Q: 3 clusters Score -326050.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -326052.875000 Penalty: 2572.132080
	Iteration 46Q: 3 clusters Score -326052.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -326054.718750 Penalty: 2572.132080
	Iteration 47Q: 3 clusters Score -326054.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -326055.343750 Penalty: 2572.132080
	Iteration 48Q: 3 clusters Score -326055.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -326056.000000 Penalty: 2572.132080
	Iteration 49Q: 3 clusters Score -326056 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -326056.468750 Penalty: 2572.132080
	Iteration 50Q: 3 clusters Score -326056.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -326057.187500 Penalty: 2572.132080
	Iteration 51Q: 3 clusters Score -326057.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -326057.593750 Penalty: 2572.132080
	Iteration 52Q: 3 clusters Score -326057.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -326058.562500 Penalty: 2572.132080
	Iteration 53Q: 3 clusters Score -326058.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -326057.562500 Penalty: 2572.132080
	Iteration 54Q: 3 clusters Score -326057.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -326058.687500 Penalty: 2572.132080
	Iteration 55Q: 3 clusters Score -326058.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -326059.062500 Penalty: 2572.132080
	Iteration 56Q: 3 clusters Score -326059.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -326059.062500 Penalty: 2572.132080
	Iteration 57F: 3 clusters Score -326059.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (2130 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Entering Unmasked Estep 
Score: -254856.859375 Penalty: 1245.380127
	Iteration 0F: 2 clusters Score -254856.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -252667.156250 Penalty: 2490.760254
	Iteration 0F: 3 clusters Score -252667.2 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -253194.484375 Penalty: 2490.760254
	Iteration 1F: 3 clusters Score -253194.5 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -253356.875000 Penalty: 2490.760254
	Iteration 2F: 3 clusters Score -253356.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -253470.015625 Penalty: 2490.760254
	Iteration 3F: 3 clusters Score -253470 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -253539.484375 Penalty: 2490.760254
	Iteration 4Q: 3 clusters Score -253539.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -253600.500000 Penalty: 2490.760254
	Iteration 5Q: 3 clusters Score -253600.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -253650.625000 Penalty: 2490.760254
	Iteration 6Q: 3 clusters Score -253650.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -253699.750000 Penalty: 2490.760254
	Iteration 7Q: 3 clusters Score -253699.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -253751.046875 Penalty: 2490.760254
	Iteration 8Q: 3 clusters Score -253751 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -253798.484375 Penalty: 2490.760254
	Iteration 9Q: 3 clusters Score -253798.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -253848.687500 Penalty: 2490.760254
	Iteration 10Q: 3 clusters Score -253848.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -253893.703125 Penalty: 2490.760254
	Iteration 11Q: 3 clusters Score -253893.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -253952.843750 Penalty: 2490.760254
	Iteration 12Q: 3 clusters Score -253952.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -253996.062500 Penalty: 2490.760254
	Iteration 13Q: 3 clusters Score -253996.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -254027.093750 Penalty: 2490.760254
	Iteration 14Q: 3 clusters Score -254027.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -254057.046875 Penalty: 2490.760254
	Iteration 15Q: 3 clusters Score -254057 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -254094.968750 Penalty: 2490.760254
	Iteration 16Q: 3 clusters Score -254095 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -254126.484375 Penalty: 2490.760254
	Iteration 17Q: 3 clusters Score -254126.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -254146.500000 Penalty: 2490.760254
	Iteration 18Q: 3 clusters Score -254146.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -254160.843750 Penalty: 2490.760254
	Iteration 19Q: 3 clusters Score -254160.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -254176.140625 Penalty: 2490.760254
	Iteration 20F: 3 clusters Score -254176.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -254192.734375 Penalty: 2490.760254
	Iteration 21Q: 3 clusters Score -254192.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -254205.093750 Penalty: 2490.760254
	Iteration 22Q: 3 clusters Score -254205.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -254211.687500 Penalty: 2490.760254
	Iteration 23Q: 3 clusters Score -254211.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -254215.109375 Penalty: 2490.760254
	Iteration 24Q: 3 clusters Score -254215.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -254216.578125 Penalty: 2490.760254
	Iteration 25Q: 3 clusters Score -254216.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -254218.500000 Penalty: 2490.760254
	Iteration 26Q: 3 clusters Score -254218.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -254220.312500 Penalty: 2490.760254
	Iteration 27Q: 3 clusters Score -254220.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -254220.781250 Penalty: 2490.760254
	Iteration 28Q: 3 clusters Score -254220.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -254220.781250 Penalty: 2490.760254
	Iteration 29F: 3 clusters Score -254220.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (1041 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Entering Unmasked Estep 
Score: -123646.367188 Penalty: 1129.039795
	Iteration 0F: 2 clusters Score -123646.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -122204.382812 Penalty: 2258.079590
	Iteration 0F: 3 clusters Score -122204.4 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -122519.976562 Penalty: 2258.079590
	Iteration 1F: 3 clusters Score -122520 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -122682.398438 Penalty: 2258.079590
	Iteration 2F: 3 clusters Score -122682.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -122924.781250 Penalty: 2258.079590
	Iteration 3F: 3 clusters Score -122924.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -123065.742188 Penalty: 2258.079590
	Iteration 4F: 3 clusters Score -123065.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -123145.070312 Penalty: 2258.079590
	Iteration 5F: 3 clusters Score -123145.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -123187.632812 Penalty: 2258.079590
	Iteration 6Q: 3 clusters Score -123187.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -123214.250000 Penalty: 2258.079590
	Iteration 7Q: 3 clusters Score -123214.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -123239.070312 Penalty: 2258.079590
	Iteration 8Q: 3 clusters Score -123239.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -123259.140625 Penalty: 2258.079590
	Iteration 9Q: 3 clusters Score -123259.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -123273.765625 Penalty: 2258.079590
	Iteration 10Q: 3 clusters Score -123273.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -123282.554688 Penalty: 2258.079590
	Iteration 11Q: 3 clusters Score -123282.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -123290.375000 Penalty: 2258.079590
	Iteration 12Q: 3 clusters Score -123290.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -123295.953125 Penalty: 2258.079590
	Iteration 13Q: 3 clusters Score -123296 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -123300.929688 Penalty: 2258.079590
	Iteration 14Q: 3 clusters Score -123300.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -123307.382812 Penalty: 2258.079590
	Iteration 15Q: 3 clusters Score -123307.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -123309.796875 Penalty: 2258.079590
	Iteration 16Q: 3 clusters Score -123309.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -123310.398438 Penalty: 2258.079590
	Iteration 17Q: 3 clusters Score -123310.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -123310.882812 Penalty: 2258.079590
	Iteration 18Q: 3 clusters Score -123310.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -123310.882812 Penalty: 2258.079590
	Iteration 19F: 3 clusters Score -123310.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (22173 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22173 members 
Entering Unmasked Estep 
Score: -2825676.000000 Penalty: 1626.077515
	Iteration 0F: 2 clusters Score -2825676 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10986 members 
Mstep: Class 2 contains 11187 members 
Entering Unmasked Estep 
Score: -2810568.750000 Penalty: 3252.155029
	Iteration 0F: 3 clusters Score -2810569 nChanged 10085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10005 members 
Mstep: Class 2 contains 12168 members 
Entering Unmasked Estep 
Score: -2816220.000000 Penalty: 3252.155029
	Iteration 1F: 3 clusters Score -2816220 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9356 members 
Mstep: Class 2 contains 12817 members 
Entering Unmasked Estep 
Score: -2816777.500000 Penalty: 3252.155029
	Iteration 2F: 3 clusters Score -2816778 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8435 members 
Mstep: Class 2 contains 13738 members 
Entering Unmasked Estep 
Score: -2817532.000000 Penalty: 3252.155029
	Iteration 3F: 3 clusters Score -2817532 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7276 members 
Mstep: Class 2 contains 14897 members 
Entering Unmasked Estep 
Score: -2818535.750000 Penalty: 3252.155029
	Iteration 4F: 3 clusters Score -2818536 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5872 members 
Mstep: Class 2 contains 16301 members 
Entering Unmasked Estep 
Score: -2819818.000000 Penalty: 3252.155029
	Iteration 5F: 3 clusters Score -2819818 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 17649 members 
Entering Unmasked Estep 
Score: -2821062.250000 Penalty: 3252.155029
	Iteration 6F: 3 clusters Score -2821062 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 18839 members 
Entering Unmasked Estep 
Score: -2822079.750000 Penalty: 3252.155029
	Iteration 7F: 3 clusters Score -2822080 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 19681 members 
Entering Unmasked Estep 
Score: -2822758.000000 Penalty: 3252.155029
	Iteration 8Q: 3 clusters Score -2822758 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 20336 members 
Entering Unmasked Estep 
Score: -2823298.750000 Penalty: 3252.155029
	Iteration 9Q: 3 clusters Score -2823299 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 20777 members 
Entering Unmasked Estep 
Score: -2823677.750000 Penalty: 3252.155029
	Iteration 10Q: 3 clusters Score -2823678 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 21082 members 
Entering Unmasked Estep 
Score: -2823951.250000 Penalty: 3252.155029
	Iteration 11Q: 3 clusters Score -2823951 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 21260 members 
Entering Unmasked Estep 
Score: -2824112.750000 Penalty: 3252.155029
	Iteration 12Q: 3 clusters Score -2824113 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 21357 members 
Entering Unmasked Estep 
Score: -2824213.000000 Penalty: 3252.155029
	Iteration 13Q: 3 clusters Score -2824213 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 21420 members 
Entering Unmasked Estep 
Score: -2824285.000000 Penalty: 3252.155029
	Iteration 14Q: 3 clusters Score -2824285 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 21447 members 
Entering Unmasked Estep 
Score: -2824315.250000 Penalty: 3252.155029
	Iteration 15Q: 3 clusters Score -2824315 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 21477 members 
Entering Unmasked Estep 
Score: -2824356.000000 Penalty: 3252.155029
	Iteration 16Q: 3 clusters Score -2824356 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 21497 members 
Entering Unmasked Estep 
Score: -2824383.750000 Penalty: 3252.155029
	Iteration 17Q: 3 clusters Score -2824384 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 21514 members 
Entering Unmasked Estep 
Score: -2824409.750000 Penalty: 3252.155029
	Iteration 18Q: 3 clusters Score -2824410 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 21533 members 
Entering Unmasked Estep 
Score: -2824427.000000 Penalty: 3252.155029
	Iteration 19Q: 3 clusters Score -2824427 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 21549 members 
Entering Unmasked Estep 
Score: -2824456.000000 Penalty: 3252.155029
	Iteration 20F: 3 clusters Score -2824456 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 21561 members 
Entering Unmasked Estep 
Score: -2824477.500000 Penalty: 3252.155029
	Iteration 21Q: 3 clusters Score -2824478 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 21572 members 
Entering Unmasked Estep 
Score: -2824489.500000 Penalty: 3252.155029
	Iteration 22Q: 3 clusters Score -2824490 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 21582 members 
Entering Unmasked Estep 
Score: -2824497.500000 Penalty: 3252.155029
	Iteration 23Q: 3 clusters Score -2824498 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 21587 members 
Entering Unmasked Estep 
Score: -2824504.750000 Penalty: 3252.155029
	Iteration 24Q: 3 clusters Score -2824505 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 21590 members 
Entering Unmasked Estep 
Score: -2824504.750000 Penalty: 3252.155029
	Iteration 25Q: 3 clusters Score -2824505 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 21592 members 
Entering Unmasked Estep 
Score: -2824504.000000 Penalty: 3252.155029
	Iteration 26Q: 3 clusters Score -2824504 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 21592 members 
Entering Unmasked Estep 
Score: -2824505.500000 Penalty: 3252.155029
	Iteration 27Q: 3 clusters Score -2824506 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 21592 members 
Entering Unmasked Estep 
Score: -2824505.500000 Penalty: 3252.155029
	Iteration 28F: 3 clusters Score -2824506 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (3090 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Entering Unmasked Estep 
Score: -396821.937500 Penalty: 1305.838135
	Iteration 0F: 2 clusters Score -396821.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -394052.562500 Penalty: 2611.676270
	Iteration 0F: 3 clusters Score -394052.6 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -394719.187500 Penalty: 2611.676270
	Iteration 1F: 3 clusters Score -394719.2 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -394839.156250 Penalty: 2611.676270
	Iteration 2F: 3 clusters Score -394839.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -394917.281250 Penalty: 2611.676270
	Iteration 3Q: 3 clusters Score -394917.3 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -394979.031250 Penalty: 2611.676270
	Iteration 4Q: 3 clusters Score -394979 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -395040.437500 Penalty: 2611.676270
	Iteration 5Q: 3 clusters Score -395040.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -395097.656250 Penalty: 2611.676270
	Iteration 6Q: 3 clusters Score -395097.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -395144.562500 Penalty: 2611.676270
	Iteration 7Q: 3 clusters Score -395144.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -395191.000000 Penalty: 2611.676270
	Iteration 8Q: 3 clusters Score -395191 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -395236.625000 Penalty: 2611.676270
	Iteration 9Q: 3 clusters Score -395236.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -395264.781250 Penalty: 2611.676270
	Iteration 10Q: 3 clusters Score -395264.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -395287.781250 Penalty: 2611.676270
	Iteration 11Q: 3 clusters Score -395287.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -395312.000000 Penalty: 2611.676270
	Iteration 12Q: 3 clusters Score -395312 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -395333.187500 Penalty: 2611.676270
	Iteration 13Q: 3 clusters Score -395333.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -395354.375000 Penalty: 2611.676270
	Iteration 14Q: 3 clusters Score -395354.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -395370.250000 Penalty: 2611.676270
	Iteration 15Q: 3 clusters Score -395370.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -395384.906250 Penalty: 2611.676270
	Iteration 16Q: 3 clusters Score -395384.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -395402.281250 Penalty: 2611.676270
	Iteration 17Q: 3 clusters Score -395402.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -395421.156250 Penalty: 2611.676270
	Iteration 18Q: 3 clusters Score -395421.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -395436.312500 Penalty: 2611.676270
	Iteration 19Q: 3 clusters Score -395436.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -395454.093750 Penalty: 2611.676270
	Iteration 20F: 3 clusters Score -395454.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -395478.562500 Penalty: 2611.676270
	Iteration 21Q: 3 clusters Score -395478.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -395502.562500 Penalty: 2611.676270
	Iteration 22Q: 3 clusters Score -395502.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -395517.843750 Penalty: 2611.676270
	Iteration 23Q: 3 clusters Score -395517.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -395534.625000 Penalty: 2611.676270
	Iteration 24Q: 3 clusters Score -395534.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -395552.312500 Penalty: 2611.676270
	Iteration 25Q: 3 clusters Score -395552.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -395571.750000 Penalty: 2611.676270
	Iteration 26Q: 3 clusters Score -395571.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -395591.750000 Penalty: 2611.676270
	Iteration 27Q: 3 clusters Score -395591.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -395617.468750 Penalty: 2611.676270
	Iteration 28Q: 3 clusters Score -395617.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -395641.562500 Penalty: 2611.676270
	Iteration 29Q: 3 clusters Score -395641.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -395657.000000 Penalty: 2611.676270
	Iteration 30Q: 3 clusters Score -395657 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -395670.125000 Penalty: 2611.676270
	Iteration 31Q: 3 clusters Score -395670.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -395684.468750 Penalty: 2611.676270
	Iteration 32Q: 3 clusters Score -395684.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -395692.593750 Penalty: 2611.676270
	Iteration 33Q: 3 clusters Score -395692.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -395698.875000 Penalty: 2611.676270
	Iteration 34Q: 3 clusters Score -395698.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -395702.656250 Penalty: 2611.676270
	Iteration 35Q: 3 clusters Score -395702.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -395705.937500 Penalty: 2611.676270
	Iteration 36Q: 3 clusters Score -395705.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -395707.843750 Penalty: 2611.676270
	Iteration 37Q: 3 clusters Score -395707.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -395710.718750 Penalty: 2611.676270
	Iteration 38Q: 3 clusters Score -395710.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -395714.031250 Penalty: 2611.676270
	Iteration 39Q: 3 clusters Score -395714 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -395715.843750 Penalty: 2611.676270
	Iteration 40F: 3 clusters Score -395715.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -395717.937500 Penalty: 2611.676270
	Iteration 41Q: 3 clusters Score -395717.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -395720.812500 Penalty: 2611.676270
	Iteration 42Q: 3 clusters Score -395720.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -395723.218750 Penalty: 2611.676270
	Iteration 43Q: 3 clusters Score -395723.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -395722.812500 Penalty: 2611.676270
	Iteration 44Q: 3 clusters Score -395722.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -395722.812500 Penalty: 2611.676270
	Iteration 45F: 3 clusters Score -395722.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (4835 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Entering Unmasked Estep 
Score: -592729.250000 Penalty: 1378.590942
	Iteration 0F: 2 clusters Score -592729.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -588799.937500 Penalty: 2757.181885
	Iteration 0F: 3 clusters Score -588799.9 nChanged 1946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -589902.437500 Penalty: 2757.181885
	Iteration 1F: 3 clusters Score -589902.4 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -590159.125000 Penalty: 2757.181885
	Iteration 2F: 3 clusters Score -590159.1 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -590409.812500 Penalty: 2757.181885
	Iteration 3F: 3 clusters Score -590409.8 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -590765.562500 Penalty: 2757.181885
	Iteration 4F: 3 clusters Score -590765.6 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -591305.750000 Penalty: 2757.181885
	Iteration 5F: 3 clusters Score -591305.8 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -591981.312500 Penalty: 2757.181885
	Iteration 6F: 3 clusters Score -591981.3 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -592552.500000 Penalty: 2757.181885
	Iteration 7F: 3 clusters Score -592552.5 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -592815.937500 Penalty: 2757.181885
	Iteration 8F: 3 clusters Score -592815.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -592920.875000 Penalty: 2757.181885
	Iteration 9Q: 3 clusters Score -592920.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -593005.750000 Penalty: 2757.181885
	Iteration 10Q: 3 clusters Score -593005.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -593065.250000 Penalty: 2757.181885
	Iteration 11Q: 3 clusters Score -593065.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -593104.062500 Penalty: 2757.181885
	Iteration 12Q: 3 clusters Score -593104.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -593124.125000 Penalty: 2757.181885
	Iteration 13Q: 3 clusters Score -593124.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -593137.187500 Penalty: 2757.181885
	Iteration 14Q: 3 clusters Score -593137.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -593145.687500 Penalty: 2757.181885
	Iteration 15Q: 3 clusters Score -593145.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -593154.500000 Penalty: 2757.181885
	Iteration 16Q: 3 clusters Score -593154.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -593158.937500 Penalty: 2757.181885
	Iteration 17Q: 3 clusters Score -593158.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -593159.562500 Penalty: 2757.181885
	Iteration 18Q: 3 clusters Score -593159.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -593163.750000 Penalty: 2757.181885
	Iteration 19Q: 3 clusters Score -593163.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -593166.000000 Penalty: 2757.181885
	Iteration 20F: 3 clusters Score -593166 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -593166.187500 Penalty: 2757.181885
	Iteration 21Q: 3 clusters Score -593166.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -593166.375000 Penalty: 2757.181885
	Iteration 22Q: 3 clusters Score -593166.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -593167.625000 Penalty: 2757.181885
	Iteration 23Q: 3 clusters Score -593167.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -593167.625000 Penalty: 2757.181885
	Iteration 24F: 3 clusters Score -593167.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 7328 members 
Mstep: Class 2 contains 2946 members 
Mstep: Class 3 contains 13739 members 
Mstep: Class 4 contains 2381 members 
Mstep: Class 5 contains 2724 members 
Mstep: Class 6 contains 2014 members 
Mstep: Class 7 contains 75409 members 
Mstep: Class 8 contains 11205 members 
Mstep: Class 9 contains 44982 members 
Mstep: Class 10 contains 14237 members 
Mstep: Class 11 contains 42231 members 
Mstep: Class 12 contains 47046 members 
Mstep: Class 13 contains 32048 members 
Mstep: Class 14 contains 3211 members 
Mstep: Class 15 contains 12521 members 
Mstep: Class 16 contains 29634 members 
Mstep: Class 17 contains 15092 members 
Mstep: Class 18 contains 13969 members 
Mstep: Class 19 contains 26064 members 
Mstep: Class 20 contains 1987 members 
Mstep: Class 21 contains 13390 members 
Mstep: Class 22 contains 435 members 
Mstep: Class 23 contains 6574 members 
Mstep: Class 24 contains 8426 members 
Mstep: Class 25 contains 33660 members 
Mstep: Class 26 contains 5942 members 
Mstep: Class 27 contains 26756 members 
Mstep: Class 28 contains 25931 members 
Mstep: Class 29 contains 19055 members 
Mstep: Class 30 contains 4102 members 
Mstep: Class 31 contains 17956 members 
Mstep: Class 32 contains 4824 members 
Mstep: Class 33 contains 4036 members 
Mstep: Class 34 contains 2331 members 
Mstep: Class 35 contains 5213 members 
Mstep: Class 36 contains 3587 members 
Mstep: Class 37 contains 2736 members 
Mstep: Class 38 contains 2130 members 
Mstep: Class 39 contains 1041 members 
Mstep: Class 40 contains 22173 members 
Mstep: Class 41 contains 3090 members 
Mstep: Class 42 contains 2544 members 
Mstep: Class 43 contains 12750 members 
Mstep: Class 44 contains 5316 members 
Mstep: Class 45 contains 143038 members 
Mstep: Class 46 contains 480 members 
Mstep: Class 47 contains 4060 members 
Mstep: Class 48 contains 3151 members 
Mstep: Class 49 contains 11576 members 
Mstep: Class 50 contains 21213 members 
Mstep: Class 51 contains 2291 members 
Entering Unmasked Estep 
Score: -100307080.000000 Penalty: 112857.750000
Splitting cluster 42 changes total score from -100307192.000000 to -100307080.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 43 (12750 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12750 members 
Entering Unmasked Estep 
Score: -1477919.000000 Penalty: 1536.159058
	Iteration 0F: 2 clusters Score -1477919 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6408 members 
Mstep: Class 2 contains 6342 members 
Entering Unmasked Estep 
Score: -1469032.875000 Penalty: 3072.318115
	Iteration 0F: 3 clusters Score -1469033 nChanged 5656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6532 members 
Mstep: Class 2 contains 6218 members 
Entering Unmasked Estep 
Score: -1472523.750000 Penalty: 3072.318115
	Iteration 1F: 3 clusters Score -1472524 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6503 members 
Mstep: Class 2 contains 6247 members 
Entering Unmasked Estep 
Score: -1473149.250000 Penalty: 3072.318115
	Iteration 2F: 3 clusters Score -1473149 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6447 members 
Mstep: Class 2 contains 6303 members 
Entering Unmasked Estep 
Score: -1473682.750000 Penalty: 3072.318115
	Iteration 3F: 3 clusters Score -1473683 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6368 members 
Mstep: Class 2 contains 6382 members 
Entering Unmasked Estep 
Score: -1474149.500000 Penalty: 3072.318115
	Iteration 4F: 3 clusters Score -1474150 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6295 members 
Mstep: Class 2 contains 6455 members 
Entering Unmasked Estep 
Score: -1474520.625000 Penalty: 3072.318115
	Iteration 5F: 3 clusters Score -1474521 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6228 members 
Mstep: Class 2 contains 6522 members 
Entering Unmasked Estep 
Score: -1474854.375000 Penalty: 3072.318115
	Iteration 6Q: 3 clusters Score -1474854 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6175 members 
Mstep: Class 2 contains 6575 members 
Entering Unmasked Estep 
Score: -1475120.125000 Penalty: 3072.318115
	Iteration 7Q: 3 clusters Score -1475120 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6184 members 
Mstep: Class 2 contains 6566 members 
Entering Unmasked Estep 
Score: -1475292.375000 Penalty: 3072.318115
	Iteration 8Q: 3 clusters Score -1475292 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6226 members 
Mstep: Class 2 contains 6524 members 
Entering Unmasked Estep 
Score: -1475405.875000 Penalty: 3072.318115
	Iteration 9Q: 3 clusters Score -1475406 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6294 members 
Mstep: Class 2 contains 6456 members 
Entering Unmasked Estep 
Score: -1475521.375000 Penalty: 3072.318115
	Iteration 10Q: 3 clusters Score -1475521 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6362 members 
Mstep: Class 2 contains 6388 members 
Entering Unmasked Estep 
Score: -1475632.875000 Penalty: 3072.318115
	Iteration 11Q: 3 clusters Score -1475633 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6443 members 
Mstep: Class 2 contains 6307 members 
Entering Unmasked Estep 
Score: -1475741.625000 Penalty: 3072.318115
	Iteration 12Q: 3 clusters Score -1475742 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6544 members 
Mstep: Class 2 contains 6206 members 
Entering Unmasked Estep 
Score: -1475835.125000 Penalty: 3072.318115
	Iteration 13Q: 3 clusters Score -1475835 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6651 members 
Mstep: Class 2 contains 6099 members 
Entering Unmasked Estep 
Score: -1475906.875000 Penalty: 3072.318115
	Iteration 14Q: 3 clusters Score -1475907 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6751 members 
Mstep: Class 2 contains 5999 members 
Entering Unmasked Estep 
Score: -1475963.625000 Penalty: 3072.318115
	Iteration 15Q: 3 clusters Score -1475964 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6834 members 
Mstep: Class 2 contains 5916 members 
Entering Unmasked Estep 
Score: -1476000.000000 Penalty: 3072.318115
	Iteration 16Q: 3 clusters Score -1476000 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6918 members 
Mstep: Class 2 contains 5832 members 
Entering Unmasked Estep 
Score: -1476036.625000 Penalty: 3072.318115
	Iteration 17Q: 3 clusters Score -1476037 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7002 members 
Mstep: Class 2 contains 5748 members 
Entering Unmasked Estep 
Score: -1476064.000000 Penalty: 3072.318115
	Iteration 18Q: 3 clusters Score -1476064 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7070 members 
Mstep: Class 2 contains 5680 members 
Entering Unmasked Estep 
Score: -1476084.000000 Penalty: 3072.318115
	Iteration 19Q: 3 clusters Score -1476084 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7130 members 
Mstep: Class 2 contains 5620 members 
Entering Unmasked Estep 
Score: -1476102.125000 Penalty: 3072.318115
	Iteration 20F: 3 clusters Score -1476102 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7182 members 
Mstep: Class 2 contains 5568 members 
Entering Unmasked Estep 
Score: -1476126.375000 Penalty: 3072.318115
	Iteration 21Q: 3 clusters Score -1476126 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7245 members 
Mstep: Class 2 contains 5505 members 
Entering Unmasked Estep 
Score: -1476146.875000 Penalty: 3072.318115
	Iteration 22Q: 3 clusters Score -1476147 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7293 members 
Mstep: Class 2 contains 5457 members 
Entering Unmasked Estep 
Score: -1476165.500000 Penalty: 3072.318115
	Iteration 23Q: 3 clusters Score -1476166 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7343 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -1476178.750000 Penalty: 3072.318115
	Iteration 24Q: 3 clusters Score -1476179 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7388 members 
Mstep: Class 2 contains 5362 members 
Entering Unmasked Estep 
Score: -1476193.500000 Penalty: 3072.318115
	Iteration 25Q: 3 clusters Score -1476194 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7429 members 
Mstep: Class 2 contains 5321 members 
Entering Unmasked Estep 
Score: -1476208.875000 Penalty: 3072.318115
	Iteration 26Q: 3 clusters Score -1476209 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7454 members 
Mstep: Class 2 contains 5296 members 
Entering Unmasked Estep 
Score: -1476212.000000 Penalty: 3072.318115
	Iteration 27Q: 3 clusters Score -1476212 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7475 members 
Mstep: Class 2 contains 5275 members 
Entering Unmasked Estep 
Score: -1476221.000000 Penalty: 3072.318115
	Iteration 28Q: 3 clusters Score -1476221 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7492 members 
Mstep: Class 2 contains 5258 members 
Entering Unmasked Estep 
Score: -1476228.375000 Penalty: 3072.318115
	Iteration 29Q: 3 clusters Score -1476228 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7505 members 
Mstep: Class 2 contains 5245 members 
Entering Unmasked Estep 
Score: -1476238.125000 Penalty: 3072.318115
	Iteration 30Q: 3 clusters Score -1476238 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7517 members 
Mstep: Class 2 contains 5233 members 
Entering Unmasked Estep 
Score: -1476242.500000 Penalty: 3072.318115
	Iteration 31Q: 3 clusters Score -1476242 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7520 members 
Mstep: Class 2 contains 5230 members 
Entering Unmasked Estep 
Score: -1476249.625000 Penalty: 3072.318115
	Iteration 32Q: 3 clusters Score -1476250 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7526 members 
Mstep: Class 2 contains 5224 members 
Entering Unmasked Estep 
Score: -1476258.250000 Penalty: 3072.318115
	Iteration 33Q: 3 clusters Score -1476258 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7539 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -1476270.625000 Penalty: 3072.318115
	Iteration 34Q: 3 clusters Score -1476271 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7558 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
Score: -1476279.500000 Penalty: 3072.318115
	Iteration 35Q: 3 clusters Score -1476280 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7581 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -1476299.875000 Penalty: 3072.318115
	Iteration 36Q: 3 clusters Score -1476300 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7606 members 
Mstep: Class 2 contains 5144 members 
Entering Unmasked Estep 
Score: -1476307.250000 Penalty: 3072.318115
	Iteration 37Q: 3 clusters Score -1476307 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7621 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
Score: -1476331.625000 Penalty: 3072.318115
	Iteration 38Q: 3 clusters Score -1476332 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7637 members 
Mstep: Class 2 contains 5113 members 
Entering Unmasked Estep 
Score: -1476351.125000 Penalty: 3072.318115
	Iteration 39Q: 3 clusters Score -1476351 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7649 members 
Mstep: Class 2 contains 5101 members 
Entering Unmasked Estep 
Score: -1476380.250000 Penalty: 3072.318115
	Iteration 40F: 3 clusters Score -1476380 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7652 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -1476408.750000 Penalty: 3072.318115
	Iteration 41Q: 3 clusters Score -1476409 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7674 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -1476423.250000 Penalty: 3072.318115
	Iteration 42Q: 3 clusters Score -1476423 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7694 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -1476440.750000 Penalty: 3072.318115
	Iteration 43Q: 3 clusters Score -1476441 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7722 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -1476456.750000 Penalty: 3072.318115
	Iteration 44Q: 3 clusters Score -1476457 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7758 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -1476460.625000 Penalty: 3072.318115
	Iteration 45Q: 3 clusters Score -1476461 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7794 members 
Mstep: Class 2 contains 4956 members 
Entering Unmasked Estep 
Score: -1476472.000000 Penalty: 3072.318115
	Iteration 46Q: 3 clusters Score -1476472 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7829 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -1476475.375000 Penalty: 3072.318115
	Iteration 47Q: 3 clusters Score -1476475 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7860 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -1476475.375000 Penalty: 3072.318115
	Iteration 48Q: 3 clusters Score -1476475 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7879 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -1476478.375000 Penalty: 3072.318115
	Iteration 49Q: 3 clusters Score -1476478 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7894 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -1476477.875000 Penalty: 3072.318115
	Iteration 50Q: 3 clusters Score -1476478 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7904 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -1476479.625000 Penalty: 3072.318115
	Iteration 51Q: 3 clusters Score -1476480 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7915 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -1476483.750000 Penalty: 3072.318115
	Iteration 52Q: 3 clusters Score -1476484 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7927 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -1476484.625000 Penalty: 3072.318115
	Iteration 53Q: 3 clusters Score -1476485 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7946 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -1476489.750000 Penalty: 3072.318115
	Iteration 54Q: 3 clusters Score -1476490 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7965 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -1476492.500000 Penalty: 3072.318115
	Iteration 55Q: 3 clusters Score -1476492 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7978 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -1476495.375000 Penalty: 3072.318115
	Iteration 56Q: 3 clusters Score -1476495 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7990 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -1476493.500000 Penalty: 3072.318115
	Iteration 57Q: 3 clusters Score -1476494 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8006 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -1476500.000000 Penalty: 3072.318115
	Iteration 58Q: 3 clusters Score -1476500 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8026 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -1476503.000000 Penalty: 3072.318115
	Iteration 59Q: 3 clusters Score -1476503 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8052 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -1476507.375000 Penalty: 3072.318115
	Iteration 60F: 3 clusters Score -1476507 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8073 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -1476513.250000 Penalty: 3072.318115
	Iteration 61Q: 3 clusters Score -1476513 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8084 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -1476513.500000 Penalty: 3072.318115
	Iteration 62Q: 3 clusters Score -1476514 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8096 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -1476512.000000 Penalty: 3072.318115
	Iteration 63Q: 3 clusters Score -1476512 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8116 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -1476522.000000 Penalty: 3072.318115
	Iteration 64Q: 3 clusters Score -1476522 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8145 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -1476527.500000 Penalty: 3072.318115
	Iteration 65Q: 3 clusters Score -1476528 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8170 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -1476533.250000 Penalty: 3072.318115
	Iteration 66Q: 3 clusters Score -1476533 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8201 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -1476536.250000 Penalty: 3072.318115
	Iteration 67Q: 3 clusters Score -1476536 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8235 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -1476547.375000 Penalty: 3072.318115
	Iteration 68Q: 3 clusters Score -1476547 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8276 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -1476558.500000 Penalty: 3072.318115
	Iteration 69Q: 3 clusters Score -1476558 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8314 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -1476565.250000 Penalty: 3072.318115
	Iteration 70Q: 3 clusters Score -1476565 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8354 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -1476574.625000 Penalty: 3072.318115
	Iteration 71Q: 3 clusters Score -1476575 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8394 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -1476583.625000 Penalty: 3072.318115
	Iteration 72Q: 3 clusters Score -1476584 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8434 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -1476594.875000 Penalty: 3072.318115
	Iteration 73Q: 3 clusters Score -1476595 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8477 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -1476603.250000 Penalty: 3072.318115
	Iteration 74Q: 3 clusters Score -1476603 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8524 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -1476618.375000 Penalty: 3072.318115
	Iteration 75Q: 3 clusters Score -1476618 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8563 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -1476625.875000 Penalty: 3072.318115
	Iteration 76Q: 3 clusters Score -1476626 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8606 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -1476637.625000 Penalty: 3072.318115
	Iteration 77Q: 3 clusters Score -1476638 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8659 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -1476644.875000 Penalty: 3072.318115
	Iteration 78Q: 3 clusters Score -1476645 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8723 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -1476655.250000 Penalty: 3072.318115
	Iteration 79Q: 3 clusters Score -1476655 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8794 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -1476676.375000 Penalty: 3072.318115
	Iteration 80F: 3 clusters Score -1476676 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8870 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -1476695.625000 Penalty: 3072.318115
	Iteration 81Q: 3 clusters Score -1476696 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8939 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -1476711.000000 Penalty: 3072.318115
	Iteration 82Q: 3 clusters Score -1476711 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9009 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -1476726 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9069 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -1476740.375000 Penalty: 3072.318115
	Iteration 84Q: 3 clusters Score -1476740 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9123 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -1476751 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9179 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -1476758.875000 Penalty: 3072.318115
	Iteration 86Q: 3 clusters Score -1476759 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9224 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -1476766 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9267 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -1476774.250000 Penalty: 3072.318115
	Iteration 88Q: 3 clusters Score -1476774 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9314 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -1476784.000000 Penalty: 3072.318115
	Iteration 89Q: 3 clusters Score -1476784 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9353 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -1476788.625000 Penalty: 3072.318115
	Iteration 90Q: 3 clusters Score -1476789 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9401 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -1476799.250000 Penalty: 3072.318115
	Iteration 91Q: 3 clusters Score -1476799 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9447 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -1476814.875000 Penalty: 3072.318115
	Iteration 92Q: 3 clusters Score -1476815 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9494 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -1476822.125000 Penalty: 3072.318115
	Iteration 93Q: 3 clusters Score -1476822 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9555 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -1476834.375000 Penalty: 3072.318115
	Iteration 94Q: 3 clusters Score -1476834 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9618 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -1476856.125000 Penalty: 3072.318115
	Iteration 95Q: 3 clusters Score -1476856 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9673 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -1476866 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9741 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -1476887.125000 Penalty: 3072.318115
	Iteration 97Q: 3 clusters Score -1476887 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9808 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -1476907.625000 Penalty: 3072.318115
	Iteration 98Q: 3 clusters Score -1476908 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9875 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -1476923.500000 Penalty: 3072.318115
	Iteration 99Q: 3 clusters Score -1476924 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9938 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -1476943.375000 Penalty: 3072.318115
	Iteration 100F: 3 clusters Score -1476943 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10003 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -1476966 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10063 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -1476980.625000 Penalty: 3072.318115
	Iteration 102Q: 3 clusters Score -1476981 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10119 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -1476995.750000 Penalty: 3072.318115
	Iteration 103Q: 3 clusters Score -1476996 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10178 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -1477007.875000 Penalty: 3072.318115
	Iteration 104Q: 3 clusters Score -1477008 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10235 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -1477025.875000 Penalty: 3072.318115
	Iteration 105Q: 3 clusters Score -1477026 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10287 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -1477040.500000 Penalty: 3072.318115
	Iteration 106Q: 3 clusters Score -1477040 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10335 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -1477053.125000 Penalty: 3072.318115
	Iteration 107Q: 3 clusters Score -1477053 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10389 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -1477068.500000 Penalty: 3072.318115
	Iteration 108Q: 3 clusters Score -1477068 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10445 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -1477079.750000 Penalty: 3072.318115
	Iteration 109Q: 3 clusters Score -1477080 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10503 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -1477099.125000 Penalty: 3072.318115
	Iteration 110Q: 3 clusters Score -1477099 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10556 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -1477111.500000 Penalty: 3072.318115
	Iteration 111Q: 3 clusters Score -1477112 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10597 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -1477121.000000 Penalty: 3072.318115
	Iteration 112Q: 3 clusters Score -1477121 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10631 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -1477128.500000 Penalty: 3072.318115
	Iteration 113Q: 3 clusters Score -1477128 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10673 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -1477134.625000 Penalty: 3072.318115
	Iteration 114Q: 3 clusters Score -1477135 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10702 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -1477138.250000 Penalty: 3072.318115
	Iteration 115Q: 3 clusters Score -1477138 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10733 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -1477145.250000 Penalty: 3072.318115
	Iteration 116Q: 3 clusters Score -1477145 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10766 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -1477155.500000 Penalty: 3072.318115
	Iteration 117Q: 3 clusters Score -1477156 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10797 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -1477159.125000 Penalty: 3072.318115
	Iteration 118Q: 3 clusters Score -1477159 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10821 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -1477167.500000 Penalty: 3072.318115
	Iteration 119Q: 3 clusters Score -1477168 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10849 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -1477171.000000 Penalty: 3072.318115
	Iteration 120F: 3 clusters Score -1477171 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10879 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -1477183.000000 Penalty: 3072.318115
	Iteration 121Q: 3 clusters Score -1477183 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10903 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -1477181.875000 Penalty: 3072.318115
	Iteration 122Q: 3 clusters Score -1477182 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10924 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -1477189.000000 Penalty: 3072.318115
	Iteration 123Q: 3 clusters Score -1477189 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10948 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -1477198.750000 Penalty: 3072.318115
	Iteration 124Q: 3 clusters Score -1477199 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10963 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -1477203.250000 Penalty: 3072.318115
	Iteration 125Q: 3 clusters Score -1477203 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10978 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -1477203.125000 Penalty: 3072.318115
	Iteration 126Q: 3 clusters Score -1477203 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10989 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -1477205.375000 Penalty: 3072.318115
	Iteration 127Q: 3 clusters Score -1477205 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10998 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -1477202.875000 Penalty: 3072.318115
	Iteration 128Q: 3 clusters Score -1477203 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11015 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -1477210.875000 Penalty: 3072.318115
	Iteration 129Q: 3 clusters Score -1477211 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11026 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -1477209.875000 Penalty: 3072.318115
	Iteration 130Q: 3 clusters Score -1477210 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11033 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -1477209.500000 Penalty: 3072.318115
	Iteration 131Q: 3 clusters Score -1477210 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11039 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -1477210.750000 Penalty: 3072.318115
	Iteration 132Q: 3 clusters Score -1477211 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11046 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -1477212.250000 Penalty: 3072.318115
	Iteration 133Q: 3 clusters Score -1477212 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11056 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -1477211.625000 Penalty: 3072.318115
	Iteration 134Q: 3 clusters Score -1477212 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11060 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -1477215.500000 Penalty: 3072.318115
	Iteration 135Q: 3 clusters Score -1477216 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11064 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -1477215.125000 Penalty: 3072.318115
	Iteration 136Q: 3 clusters Score -1477215 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11071 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -1477219.625000 Penalty: 3072.318115
	Iteration 137Q: 3 clusters Score -1477220 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11074 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -1477221.500000 Penalty: 3072.318115
	Iteration 138Q: 3 clusters Score -1477222 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11079 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -1477221.625000 Penalty: 3072.318115
	Iteration 139Q: 3 clusters Score -1477222 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11083 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -1477221.500000 Penalty: 3072.318115
	Iteration 140F: 3 clusters Score -1477222 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11087 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -1477224.000000 Penalty: 3072.318115
	Iteration 141Q: 3 clusters Score -1477224 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11094 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -1477225.375000 Penalty: 3072.318115
	Iteration 142Q: 3 clusters Score -1477225 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11100 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -1477225.000000 Penalty: 3072.318115
	Iteration 143Q: 3 clusters Score -1477225 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11107 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -1477227.250000 Penalty: 3072.318115
	Iteration 144Q: 3 clusters Score -1477227 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11116 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -1477232.625000 Penalty: 3072.318115
	Iteration 145Q: 3 clusters Score -1477233 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11124 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -1477233.500000 Penalty: 3072.318115
	Iteration 146Q: 3 clusters Score -1477234 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11130 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -1477234.375000 Penalty: 3072.318115
	Iteration 147Q: 3 clusters Score -1477234 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11133 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -1477236.125000 Penalty: 3072.318115
	Iteration 148Q: 3 clusters Score -1477236 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11135 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -1477236.000000 Penalty: 3072.318115
	Iteration 149Q: 3 clusters Score -1477236 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11139 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -1477235.500000 Penalty: 3072.318115
	Iteration 150Q: 3 clusters Score -1477236 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11144 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -1477235.750000 Penalty: 3072.318115
	Iteration 151Q: 3 clusters Score -1477236 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11148 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -1477236.750000 Penalty: 3072.318115
	Iteration 152Q: 3 clusters Score -1477237 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11152 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -1477237.375000 Penalty: 3072.318115
	Iteration 153Q: 3 clusters Score -1477237 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11153 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -1477238.125000 Penalty: 3072.318115
	Iteration 154Q: 3 clusters Score -1477238 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11154 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -1477239.000000 Penalty: 3072.318115
	Iteration 155Q: 3 clusters Score -1477239 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11155 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -1477239.875000 Penalty: 3072.318115
	Iteration 156Q: 3 clusters Score -1477240 nChanged 0
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11155 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -1477239.875000 Penalty: 3072.318115
	Iteration 157F: 3 clusters Score -1477240 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (5316 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Entering Unmasked Estep 
Score: -673195.812500 Penalty: 1394.002319
	Iteration 0F: 2 clusters Score -673195.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -668970.437500 Penalty: 2788.004639
	Iteration 0F: 3 clusters Score -668970.4 nChanged 2194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -670095.687500 Penalty: 2788.004639
	Iteration 1F: 3 clusters Score -670095.7 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -670294.125000 Penalty: 2788.004639
	Iteration 2F: 3 clusters Score -670294.1 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -670435.250000 Penalty: 2788.004639
	Iteration 3F: 3 clusters Score -670435.2 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -670540.125000 Penalty: 2788.004639
	Iteration 4Q: 3 clusters Score -670540.1 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -670631.250000 Penalty: 2788.004639
	Iteration 5Q: 3 clusters Score -670631.2 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -670725.562500 Penalty: 2788.004639
	Iteration 6Q: 3 clusters Score -670725.6 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -670805.812500 Penalty: 2788.004639
	Iteration 7Q: 3 clusters Score -670805.8 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -670900.125000 Penalty: 2788.004639
	Iteration 8Q: 3 clusters Score -670900.1 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -671015.750000 Penalty: 2788.004639
	Iteration 9Q: 3 clusters Score -671015.8 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -671134.312500 Penalty: 2788.004639
	Iteration 10Q: 3 clusters Score -671134.3 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -671296.187500 Penalty: 2788.004639
	Iteration 11Q: 3 clusters Score -671296.2 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -671436.062500 Penalty: 2788.004639
	Iteration 12Q: 3 clusters Score -671436.1 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -671545.250000 Penalty: 2788.004639
	Iteration 13Q: 3 clusters Score -671545.2 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -671641.562500 Penalty: 2788.004639
	Iteration 14Q: 3 clusters Score -671641.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -671710.562500 Penalty: 2788.004639
	Iteration 15Q: 3 clusters Score -671710.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -671754.062500 Penalty: 2788.004639
	Iteration 16Q: 3 clusters Score -671754.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -671790.062500 Penalty: 2788.004639
	Iteration 17Q: 3 clusters Score -671790.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -671823.000000 Penalty: 2788.004639
	Iteration 18Q: 3 clusters Score -671823 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -671842.875000 Penalty: 2788.004639
	Iteration 19Q: 3 clusters Score -671842.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -671853.812500 Penalty: 2788.004639
	Iteration 20F: 3 clusters Score -671853.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -671861.500000 Penalty: 2788.004639
	Iteration 21Q: 3 clusters Score -671861.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -671865.250000 Penalty: 2788.004639
	Iteration 22Q: 3 clusters Score -671865.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -671871.062500 Penalty: 2788.004639
	Iteration 23Q: 3 clusters Score -671871.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -671874.500000 Penalty: 2788.004639
	Iteration 24Q: 3 clusters Score -671874.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -671878.312500 Penalty: 2788.004639
	Iteration 25Q: 3 clusters Score -671878.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -671882.687500 Penalty: 2788.004639
	Iteration 26Q: 3 clusters Score -671882.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -671884.812500 Penalty: 2788.004639
	Iteration 27Q: 3 clusters Score -671884.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -671887.750000 Penalty: 2788.004639
	Iteration 28Q: 3 clusters Score -671887.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -671892.062500 Penalty: 2788.004639
	Iteration 29Q: 3 clusters Score -671892.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -671893.125000 Penalty: 2788.004639
	Iteration 30Q: 3 clusters Score -671893.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -671896.750000 Penalty: 2788.004639
	Iteration 31Q: 3 clusters Score -671896.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -671900.000000 Penalty: 2788.004639
	Iteration 32Q: 3 clusters Score -671900 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -671902.250000 Penalty: 2788.004639
	Iteration 33Q: 3 clusters Score -671902.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -671907.062500 Penalty: 2788.004639
	Iteration 34Q: 3 clusters Score -671907.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -671907.750000 Penalty: 2788.004639
	Iteration 35Q: 3 clusters Score -671907.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -671911.687500 Penalty: 2788.004639
	Iteration 36Q: 3 clusters Score -671911.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -671913.187500 Penalty: 2788.004639
	Iteration 37Q: 3 clusters Score -671913.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -671914.687500 Penalty: 2788.004639
	Iteration 38Q: 3 clusters Score -671914.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -671914.500000 Penalty: 2788.004639
	Iteration 39Q: 3 clusters Score -671914.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -671916.750000 Penalty: 2788.004639
	Iteration 40F: 3 clusters Score -671916.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -671917.875000 Penalty: 2788.004639
	Iteration 41Q: 3 clusters Score -671917.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -671917.187500 Penalty: 2788.004639
	Iteration 42Q: 3 clusters Score -671917.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -671917.437500 Penalty: 2788.004639
	Iteration 43Q: 3 clusters Score -671917.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -671920.000000 Penalty: 2788.004639
	Iteration 44Q: 3 clusters Score -671920 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -671920.500000 Penalty: 2788.004639
	Iteration 45Q: 3 clusters Score -671920.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -671919.812500 Penalty: 2788.004639
	Iteration 46Q: 3 clusters Score -671919.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -671920.500000 Penalty: 2788.004639
	Iteration 47Q: 3 clusters Score -671920.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -671922.250000 Penalty: 2788.004639
	Iteration 48Q: 3 clusters Score -671922.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -671920.812500 Penalty: 2788.004639
	Iteration 49Q: 3 clusters Score -671920.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -671921.000000 Penalty: 2788.004639
	Iteration 50Q: 3 clusters Score -671921 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -671921.875000 Penalty: 2788.004639
	Iteration 51Q: 3 clusters Score -671921.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -671921.875000 Penalty: 2788.004639
	Iteration 52F: 3 clusters Score -671921.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (143038 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143038 members 
Entering Unmasked Estep 
Score: -18401450.000000 Penalty: 1929.015747
	Iteration 0F: 2 clusters Score -1.840145e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71137 members 
Mstep: Class 2 contains 71901 members 
Entering Unmasked Estep 
Score: -18320556.000000 Penalty: 3858.031494
	Iteration 0F: 3 clusters Score -1.832056e+07 nChanged 68798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66077 members 
Mstep: Class 2 contains 76961 members 
Entering Unmasked Estep 
Score: -18361228.000000 Penalty: 3858.031494
	Iteration 1F: 3 clusters Score -1.836123e+07 nChanged 4786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62699 members 
Mstep: Class 2 contains 80339 members 
Entering Unmasked Estep 
Score: -18362666.000000 Penalty: 3858.031494
	Iteration 2Q: 3 clusters Score -1.836267e+07 nChanged 5937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57762 members 
Mstep: Class 2 contains 85276 members 
Entering Unmasked Estep 
Score: -18365188.000000 Penalty: 3858.031494
	Iteration 3Q: 3 clusters Score -1.836519e+07 nChanged 7836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50608 members 
Mstep: Class 2 contains 92430 members 
Entering Unmasked Estep 
Score: -18369420.000000 Penalty: 3858.031494
	Iteration 4F: 3 clusters Score -1.836942e+07 nChanged 9707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41345 members 
Mstep: Class 2 contains 101693 members 
Entering Unmasked Estep 
Score: -18376000.000000 Penalty: 3858.031494
	Iteration 5F: 3 clusters Score -1.8376e+07 nChanged 10583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31132 members 
Mstep: Class 2 contains 111906 members 
Entering Unmasked Estep 
Score: -18384048.000000 Penalty: 3858.031494
	Iteration 6F: 3 clusters Score -1.838405e+07 nChanged 9406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21980 members 
Mstep: Class 2 contains 121058 members 
Entering Unmasked Estep 
Score: -18390632.000000 Penalty: 3858.031494
	Iteration 7F: 3 clusters Score -1.839063e+07 nChanged 6955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15239 members 
Mstep: Class 2 contains 127799 members 
Entering Unmasked Estep 
Score: -18394566.000000 Penalty: 3858.031494
	Iteration 8Q: 3 clusters Score -1.839457e+07 nChanged 4863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10534 members 
Mstep: Class 2 contains 132504 members 
Entering Unmasked Estep 
Score: -18396708.000000 Penalty: 3858.031494
	Iteration 9Q: 3 clusters Score -1.839671e+07 nChanged 3239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7401 members 
Mstep: Class 2 contains 135637 members 
Entering Unmasked Estep 
Score: -18398022.000000 Penalty: 3858.031494
	Iteration 10Q: 3 clusters Score -1.839802e+07 nChanged 2277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 137830 members 
Entering Unmasked Estep 
Score: -18398764.000000 Penalty: 3858.031494
	Iteration 11Q: 3 clusters Score -1.839876e+07 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 139314 members 
Entering Unmasked Estep 
Score: -18399324.000000 Penalty: 3858.031494
	Iteration 12Q: 3 clusters Score -1.839932e+07 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 140258 members 
Entering Unmasked Estep 
Score: -18399600.000000 Penalty: 3858.031494
	Iteration 13Q: 3 clusters Score -1.83996e+07 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 140874 members 
Entering Unmasked Estep 
Score: -18399766.000000 Penalty: 3858.031494
	Iteration 14Q: 3 clusters Score -1.839977e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 141281 members 
Entering Unmasked Estep 
Score: -18399900.000000 Penalty: 3858.031494
	Iteration 15Q: 3 clusters Score -1.83999e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 141561 members 
Entering Unmasked Estep 
Score: -18399950.000000 Penalty: 3858.031494
	Iteration 16Q: 3 clusters Score -1.839995e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 141735 members 
Entering Unmasked Estep 
Score: -18399976.000000 Penalty: 3858.031494
	Iteration 17Q: 3 clusters Score -1.839998e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 141871 members 
Entering Unmasked Estep 
Score: -18400068.000000 Penalty: 3858.031494
	Iteration 18Q: 3 clusters Score -1.840007e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 141958 members 
Entering Unmasked Estep 
Score: -18400066.000000 Penalty: 3858.031494
	Iteration 19Q: 3 clusters Score -1.840007e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 142030 members 
Entering Unmasked Estep 
Score: -18400078.000000 Penalty: 3858.031494
	Iteration 20F: 3 clusters Score -1.840008e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 142081 members 
Entering Unmasked Estep 
Score: -18400070.000000 Penalty: 3858.031494
	Iteration 21Q: 3 clusters Score -1.840007e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 142117 members 
Entering Unmasked Estep 
Score: -18400068.000000 Penalty: 3858.031494
	Iteration 22Q: 3 clusters Score -1.840007e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 142154 members 
Entering Unmasked Estep 
Score: -18400068.000000 Penalty: 3858.031494
	Iteration 23Q: 3 clusters Score -1.840007e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 142181 members 
Entering Unmasked Estep 
Score: -18400100.000000 Penalty: 3858.031494
	Iteration 24Q: 3 clusters Score -1.84001e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 142201 members 
Entering Unmasked Estep 
Score: -18400078.000000 Penalty: 3858.031494
	Iteration 25Q: 3 clusters Score -1.840008e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 142206 members 
Entering Unmasked Estep 
Score: -18400082.000000 Penalty: 3858.031494
	Iteration 26Q: 3 clusters Score -1.840008e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 142215 members 
Entering Unmasked Estep 
Score: -18400086.000000 Penalty: 3858.031494
	Iteration 27Q: 3 clusters Score -1.840009e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 142222 members 
Entering Unmasked Estep 
Score: -18400094.000000 Penalty: 3858.031494
	Iteration 28Q: 3 clusters Score -1.840009e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 142228 members 
Entering Unmasked Estep 
Score: -18400102.000000 Penalty: 3858.031494
	Iteration 29Q: 3 clusters Score -1.84001e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 142241 members 
Entering Unmasked Estep 
Score: -18400092.000000 Penalty: 3858.031494
	Iteration 30Q: 3 clusters Score -1.840009e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 142247 members 
Entering Unmasked Estep 
Score: -18400100.000000 Penalty: 3858.031494
	Iteration 31Q: 3 clusters Score -1.84001e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 142250 members 
Entering Unmasked Estep 
Score: -18400104.000000 Penalty: 3858.031494
	Iteration 32Q: 3 clusters Score -1.84001e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 142253 members 
Entering Unmasked Estep 
Score: -18400104.000000 Penalty: 3858.031494
	Iteration 33Q: 3 clusters Score -1.84001e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 142254 members 
Entering Unmasked Estep 
Score: -18400092.000000 Penalty: 3858.031494
	Iteration 34Q: 3 clusters Score -1.840009e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 142255 members 
Entering Unmasked Estep 
Score: -18400094.000000 Penalty: 3858.031494
	Iteration 35Q: 3 clusters Score -1.840009e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 142257 members 
Entering Unmasked Estep 
Score: -18400112.000000 Penalty: 3858.031494
	Iteration 36Q: 3 clusters Score -1.840011e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 142260 members 
Entering Unmasked Estep 
Score: -18400104.000000 Penalty: 3858.031494
	Iteration 37Q: 3 clusters Score -1.84001e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 142263 members 
Entering Unmasked Estep 
Score: -18400104.000000 Penalty: 3858.031494
	Iteration 38Q: 3 clusters Score -1.84001e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 142265 members 
Entering Unmasked Estep 
Score: -18400100.000000 Penalty: 3858.031494
	Iteration 39Q: 3 clusters Score -1.84001e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 142265 members 
Entering Unmasked Estep 
Score: -18400100.000000 Penalty: 3858.031494
	Iteration 40F: 3 clusters Score -1.84001e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (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: -60599.109375 Penalty: 1003.240234
	Iteration 0F: 2 clusters Score -60599.11 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 248 members 
Entering Unmasked Estep 
Score: -59527.050781 Penalty: 2006.480469
	Iteration 0F: 3 clusters Score -59527.05 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -59662.937500 Penalty: 2006.480469
	Iteration 1F: 3 clusters Score -59662.94 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -59711.769531 Penalty: 2006.480469
	Iteration 2F: 3 clusters Score -59711.77 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -59729.183594 Penalty: 2006.480469
	Iteration 3Q: 3 clusters Score -59729.18 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -59738.707031 Penalty: 2006.480469
	Iteration 4Q: 3 clusters Score -59738.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -59741.898438 Penalty: 2006.480469
	Iteration 5Q: 3 clusters Score -59741.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -59742.855469 Penalty: 2006.480469
	Iteration 6Q: 3 clusters Score -59742.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -59742.855469 Penalty: 2006.480469
	Iteration 7F: 3 clusters Score -59742.86 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (4060 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Entering Unmasked Estep 
Score: -423483.968750 Penalty: 1350.202393
	Iteration 0F: 2 clusters Score -423484 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -420206.500000 Penalty: 2700.404785
	Iteration 0F: 3 clusters Score -420206.5 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -421581.531250 Penalty: 2700.404785
	Iteration 1F: 3 clusters Score -421581.5 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -422065.250000 Penalty: 2700.404785
	Iteration 2F: 3 clusters Score -422065.2 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -422392.000000 Penalty: 2700.404785
	Iteration 3F: 3 clusters Score -422392 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -422629.562500 Penalty: 2700.404785
	Iteration 4F: 3 clusters Score -422629.6 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -422789.500000 Penalty: 2700.404785
	Iteration 5F: 3 clusters Score -422789.5 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -422911.468750 Penalty: 2700.404785
	Iteration 6Q: 3 clusters Score -422911.5 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -423001.781250 Penalty: 2700.404785
	Iteration 7Q: 3 clusters Score -423001.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -423078.218750 Penalty: 2700.404785
	Iteration 8Q: 3 clusters Score -423078.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -423132.843750 Penalty: 2700.404785
	Iteration 9Q: 3 clusters Score -423132.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -423163.906250 Penalty: 2700.404785
	Iteration 10Q: 3 clusters Score -423163.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -423188.625000 Penalty: 2700.404785
	Iteration 11Q: 3 clusters Score -423188.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -423214.156250 Penalty: 2700.404785
	Iteration 12Q: 3 clusters Score -423214.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -423233.031250 Penalty: 2700.404785
	Iteration 13Q: 3 clusters Score -423233 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -423243.687500 Penalty: 2700.404785
	Iteration 14Q: 3 clusters Score -423243.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -423252.625000 Penalty: 2700.404785
	Iteration 15Q: 3 clusters Score -423252.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -423263.687500 Penalty: 2700.404785
	Iteration 16Q: 3 clusters Score -423263.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -423276.375000 Penalty: 2700.404785
	Iteration 17Q: 3 clusters Score -423276.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -423286.343750 Penalty: 2700.404785
	Iteration 18Q: 3 clusters Score -423286.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -423299.281250 Penalty: 2700.404785
	Iteration 19Q: 3 clusters Score -423299.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -423310.031250 Penalty: 2700.404785
	Iteration 20F: 3 clusters Score -423310 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -423319.625000 Penalty: 2700.404785
	Iteration 21Q: 3 clusters Score -423319.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -423327.187500 Penalty: 2700.404785
	Iteration 22Q: 3 clusters Score -423327.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -423334.531250 Penalty: 2700.404785
	Iteration 23Q: 3 clusters Score -423334.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -423340.062500 Penalty: 2700.404785
	Iteration 24Q: 3 clusters Score -423340.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -423343.343750 Penalty: 2700.404785
	Iteration 25Q: 3 clusters Score -423343.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -423350.250000 Penalty: 2700.404785
	Iteration 26Q: 3 clusters Score -423350.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -423359.218750 Penalty: 2700.404785
	Iteration 27Q: 3 clusters Score -423359.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -423366.062500 Penalty: 2700.404785
	Iteration 28Q: 3 clusters Score -423366.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -423371.937500 Penalty: 2700.404785
	Iteration 29Q: 3 clusters Score -423371.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -423375.968750 Penalty: 2700.404785
	Iteration 30Q: 3 clusters Score -423376 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -423379.437500 Penalty: 2700.404785
	Iteration 31Q: 3 clusters Score -423379.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -423379.750000 Penalty: 2700.404785
	Iteration 32Q: 3 clusters Score -423379.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -423380.187500 Penalty: 2700.404785
	Iteration 33Q: 3 clusters Score -423380.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -423380.031250 Penalty: 2700.404785
	Iteration 34Q: 3 clusters Score -423380 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -423380.156250 Penalty: 2700.404785
	Iteration 35Q: 3 clusters Score -423380.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -423381.406250 Penalty: 2700.404785
	Iteration 36Q: 3 clusters Score -423381.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -423381.093750 Penalty: 2700.404785
	Iteration 37Q: 3 clusters Score -423381.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -423381.093750 Penalty: 2700.404785
	Iteration 38F: 3 clusters Score -423381.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (3151 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Entering Unmasked Estep 
Score: -396295.781250 Penalty: 1309.014771
	Iteration 0F: 2 clusters Score -396295.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -393540.156250 Penalty: 2618.029541
	Iteration 0F: 3 clusters Score -393540.2 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -394218.625000 Penalty: 2618.029541
	Iteration 1F: 3 clusters Score -394218.6 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -394337.656250 Penalty: 2618.029541
	Iteration 2F: 3 clusters Score -394337.7 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -394414.312500 Penalty: 2618.029541
	Iteration 3Q: 3 clusters Score -394414.3 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -394485.875000 Penalty: 2618.029541
	Iteration 4Q: 3 clusters Score -394485.9 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -394571.687500 Penalty: 2618.029541
	Iteration 5Q: 3 clusters Score -394571.7 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -394673.437500 Penalty: 2618.029541
	Iteration 6Q: 3 clusters Score -394673.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -394763.781250 Penalty: 2618.029541
	Iteration 7Q: 3 clusters Score -394763.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -394835.000000 Penalty: 2618.029541
	Iteration 8Q: 3 clusters Score -394835 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -394892.812500 Penalty: 2618.029541
	Iteration 9Q: 3 clusters Score -394892.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -394944.687500 Penalty: 2618.029541
	Iteration 10Q: 3 clusters Score -394944.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -394977.968750 Penalty: 2618.029541
	Iteration 11Q: 3 clusters Score -394978 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -395004.968750 Penalty: 2618.029541
	Iteration 12Q: 3 clusters Score -395005 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -395028.312500 Penalty: 2618.029541
	Iteration 13Q: 3 clusters Score -395028.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -395049.093750 Penalty: 2618.029541
	Iteration 14Q: 3 clusters Score -395049.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -395066.718750 Penalty: 2618.029541
	Iteration 15Q: 3 clusters Score -395066.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -395082.187500 Penalty: 2618.029541
	Iteration 16Q: 3 clusters Score -395082.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -395091.500000 Penalty: 2618.029541
	Iteration 17Q: 3 clusters Score -395091.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -395098.531250 Penalty: 2618.029541
	Iteration 18Q: 3 clusters Score -395098.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -395107.531250 Penalty: 2618.029541
	Iteration 19Q: 3 clusters Score -395107.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -395115.531250 Penalty: 2618.029541
	Iteration 20F: 3 clusters Score -395115.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -395120.718750 Penalty: 2618.029541
	Iteration 21Q: 3 clusters Score -395120.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -395124.593750 Penalty: 2618.029541
	Iteration 22Q: 3 clusters Score -395124.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -395126.781250 Penalty: 2618.029541
	Iteration 23Q: 3 clusters Score -395126.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -395129.343750 Penalty: 2618.029541
	Iteration 24Q: 3 clusters Score -395129.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -395130.625000 Penalty: 2618.029541
	Iteration 25Q: 3 clusters Score -395130.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -395133.031250 Penalty: 2618.029541
	Iteration 26Q: 3 clusters Score -395133 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -395135.812500 Penalty: 2618.029541
	Iteration 27Q: 3 clusters Score -395135.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -395141.468750 Penalty: 2618.029541
	Iteration 28Q: 3 clusters Score -395141.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -395146.937500 Penalty: 2618.029541
	Iteration 29Q: 3 clusters Score -395146.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -395152.375000 Penalty: 2618.029541
	Iteration 30Q: 3 clusters Score -395152.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -395159.281250 Penalty: 2618.029541
	Iteration 31Q: 3 clusters Score -395159.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -395164.937500 Penalty: 2618.029541
	Iteration 32Q: 3 clusters Score -395164.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -395168.531250 Penalty: 2618.029541
	Iteration 33Q: 3 clusters Score -395168.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -395172.000000 Penalty: 2618.029541
	Iteration 34Q: 3 clusters Score -395172 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -395174.593750 Penalty: 2618.029541
	Iteration 35Q: 3 clusters Score -395174.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -395176.906250 Penalty: 2618.029541
	Iteration 36Q: 3 clusters Score -395176.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -395179.406250 Penalty: 2618.029541
	Iteration 37Q: 3 clusters Score -395179.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -395183.000000 Penalty: 2618.029541
	Iteration 38Q: 3 clusters Score -395183 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -395187.906250 Penalty: 2618.029541
	Iteration 39Q: 3 clusters Score -395187.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -395190.625000 Penalty: 2618.029541
	Iteration 40F: 3 clusters Score -395190.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -395191.906250 Penalty: 2618.029541
	Iteration 41Q: 3 clusters Score -395191.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -395193.375000 Penalty: 2618.029541
	Iteration 42Q: 3 clusters Score -395193.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -395195.781250 Penalty: 2618.029541
	Iteration 43Q: 3 clusters Score -395195.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -395196.375000 Penalty: 2618.029541
	Iteration 44Q: 3 clusters Score -395196.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -395196.375000 Penalty: 2618.029541
	Iteration 45F: 3 clusters Score -395196.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (11576 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11576 members 
Entering Unmasked Estep 
Score: -1475558.750000 Penalty: 1520.462036
	Iteration 0F: 2 clusters Score -1475559 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5898 members 
Mstep: Class 2 contains 5678 members 
Entering Unmasked Estep 
Score: -1467440.750000 Penalty: 3040.924072
	Iteration 0F: 3 clusters Score -1467441 nChanged 4985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6263 members 
Mstep: Class 2 contains 5313 members 
Entering Unmasked Estep 
Score: -1470121.250000 Penalty: 3040.924072
	Iteration 1F: 3 clusters Score -1470121 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6536 members 
Mstep: Class 2 contains 5040 members 
Entering Unmasked Estep 
Score: -1470406.125000 Penalty: 3040.924072
	Iteration 2F: 3 clusters Score -1470406 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6929 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -1470692.875000 Penalty: 3040.924072
	Iteration 3F: 3 clusters Score -1470693 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7424 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -1471054.875000 Penalty: 3040.924072
	Iteration 4F: 3 clusters Score -1471055 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8042 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -1471522.625000 Penalty: 3040.924072
	Iteration 5F: 3 clusters Score -1471523 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8740 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -1472114.625000 Penalty: 3040.924072
	Iteration 6F: 3 clusters Score -1472115 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9455 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -1472764.000000 Penalty: 3040.924072
	Iteration 7F: 3 clusters Score -1472764 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10085 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -1473362.125000 Penalty: 3040.924072
	Iteration 8F: 3 clusters Score -1473362 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10499 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -1473738.125000 Penalty: 3040.924072
	Iteration 9Q: 3 clusters Score -1473738 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10752 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -1473987.375000 Penalty: 3040.924072
	Iteration 10Q: 3 clusters Score -1473987 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10894 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -1474137.250000 Penalty: 3040.924072
	Iteration 11Q: 3 clusters Score -1474137 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10985 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -1474229.625000 Penalty: 3040.924072
	Iteration 12Q: 3 clusters Score -1474230 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11039 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -1474284.250000 Penalty: 3040.924072
	Iteration 13Q: 3 clusters Score -1474284 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11071 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -1474320.000000 Penalty: 3040.924072
	Iteration 14Q: 3 clusters Score -1474320 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11085 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -1474346.750000 Penalty: 3040.924072
	Iteration 15Q: 3 clusters Score -1474347 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11099 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -1474363.125000 Penalty: 3040.924072
	Iteration 16Q: 3 clusters Score -1474363 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11108 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -1474369.125000 Penalty: 3040.924072
	Iteration 17Q: 3 clusters Score -1474369 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11117 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -1474382.000000 Penalty: 3040.924072
	Iteration 18Q: 3 clusters Score -1474382 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11127 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -1474388.750000 Penalty: 3040.924072
	Iteration 19Q: 3 clusters Score -1474389 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11135 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -1474401.000000 Penalty: 3040.924072
	Iteration 20F: 3 clusters Score -1474401 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11140 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -1474400.875000 Penalty: 3040.924072
	Iteration 21Q: 3 clusters Score -1474401 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11144 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -1474402.875000 Penalty: 3040.924072
	Iteration 22Q: 3 clusters Score -1474403 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11146 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -1474407.625000 Penalty: 3040.924072
	Iteration 23Q: 3 clusters Score -1474408 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11148 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -1474412.250000 Penalty: 3040.924072
	Iteration 24Q: 3 clusters Score -1474412 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11148 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -1474412.250000 Penalty: 3040.924072
	Iteration 25F: 3 clusters Score -1474412 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 7328 members 
Mstep: Class 2 contains 2946 members 
Mstep: Class 3 contains 13739 members 
Mstep: Class 4 contains 2381 members 
Mstep: Class 5 contains 2724 members 
Mstep: Class 6 contains 2014 members 
Mstep: Class 7 contains 75409 members 
Mstep: Class 8 contains 11205 members 
Mstep: Class 9 contains 44982 members 
Mstep: Class 10 contains 14237 members 
Mstep: Class 11 contains 42231 members 
Mstep: Class 12 contains 47046 members 
Mstep: Class 13 contains 32048 members 
Mstep: Class 14 contains 3211 members 
Mstep: Class 15 contains 12521 members 
Mstep: Class 16 contains 29634 members 
Mstep: Class 17 contains 15092 members 
Mstep: Class 18 contains 13969 members 
Mstep: Class 19 contains 26064 members 
Mstep: Class 20 contains 1987 members 
Mstep: Class 21 contains 13390 members 
Mstep: Class 22 contains 435 members 
Mstep: Class 23 contains 6574 members 
Mstep: Class 24 contains 8426 members 
Mstep: Class 25 contains 33660 members 
Mstep: Class 26 contains 5942 members 
Mstep: Class 27 contains 26756 members 
Mstep: Class 28 contains 25931 members 
Mstep: Class 29 contains 19055 members 
Mstep: Class 30 contains 4102 members 
Mstep: Class 31 contains 17956 members 
Mstep: Class 32 contains 4824 members 
Mstep: Class 33 contains 4036 members 
Mstep: Class 34 contains 2331 members 
Mstep: Class 35 contains 5213 members 
Mstep: Class 36 contains 3587 members 
Mstep: Class 37 contains 2736 members 
Mstep: Class 38 contains 2130 members 
Mstep: Class 39 contains 1041 members 
Mstep: Class 40 contains 22173 members 
Mstep: Class 41 contains 3090 members 
Mstep: Class 42 contains 4835 members 
Mstep: Class 43 contains 12750 members 
Mstep: Class 44 contains 5316 members 
Mstep: Class 45 contains 143038 members 
Mstep: Class 46 contains 480 members 
Mstep: Class 47 contains 4060 members 
Mstep: Class 48 contains 3151 members 
Mstep: Class 49 contains 11576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100308480.000000 Penalty: 110644.859375
Iteration 159Q: 51 clusters Score -1.003085e+08 nChanged 1915
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 7357 members 
Mstep: Class 2 contains 2946 members 
Mstep: Class 3 contains 13747 members 
Mstep: Class 4 contains 2382 members 
Mstep: Class 5 contains 2739 members 
Mstep: Class 6 contains 2015 members 
Mstep: Class 7 contains 75359 members 
Mstep: Class 8 contains 11308 members 
Mstep: Class 9 contains 45072 members 
Mstep: Class 10 contains 14235 members 
Mstep: Class 11 contains 42235 members 
Mstep: Class 12 contains 47042 members 
Mstep: Class 13 contains 32171 members 
Mstep: Class 14 contains 3218 members 
Mstep: Class 15 contains 12742 members 
Mstep: Class 16 contains 29838 members 
Mstep: Class 17 contains 15086 members 
Mstep: Class 18 contains 14009 members 
Mstep: Class 19 contains 26062 members 
Mstep: Class 20 contains 1988 members 
Mstep: Class 21 contains 13390 members 
Mstep: Class 22 contains 435 members 
Mstep: Class 23 contains 6774 members 
Mstep: Class 24 contains 8426 members 
Mstep: Class 25 contains 33656 members 
Mstep: Class 26 contains 5940 members 
Mstep: Class 27 contains 26737 members 
Mstep: Class 28 contains 25928 members 
Mstep: Class 29 contains 19038 members 
Mstep: Class 30 contains 4103 members 
Mstep: Class 31 contains 17946 members 
Mstep: Class 32 contains 4829 members 
Mstep: Class 33 contains 4038 members 
Mstep: Class 34 contains 2331 members 
Mstep: Class 35 contains 5213 members 
Mstep: Class 36 contains 3593 members 
Mstep: Class 37 contains 2736 members 
Mstep: Class 38 contains 2131 members 
Mstep: Class 39 contains 1041 members 
Mstep: Class 40 contains 22171 members 
Mstep: Class 41 contains 3091 members 
Mstep: Class 42 contains 4849 members 
Mstep: Class 43 contains 12733 members 
Mstep: Class 44 contains 5314 members 
Mstep: Class 45 contains 143080 members 
Mstep: Class 46 contains 480 members 
Mstep: Class 47 contains 4060 members 
Mstep: Class 48 contains 3151 members 
Mstep: Class 49 contains 11571 members 
Mstep: Class 50 contains 20239 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100308960.000000 Penalty: 110644.859375
Iteration 160F: 51 clusters Score -1.00309e+08 nChanged 1934
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 7322 members 
Mstep: Class 2 contains 2947 members 
Mstep: Class 3 contains 13754 members 
Mstep: Class 4 contains 2383 members 
Mstep: Class 5 contains 2714 members 
Mstep: Class 6 contains 2016 members 
Mstep: Class 7 contains 75290 members 
Mstep: Class 8 contains 11312 members 
Mstep: Class 9 contains 44975 members 
Mstep: Class 10 contains 14235 members 
Mstep: Class 11 contains 42234 members 
Mstep: Class 12 contains 47038 members 
Mstep: Class 13 contains 32190 members 
Mstep: Class 14 contains 3225 members 
Mstep: Class 15 contains 12676 members 
Mstep: Class 16 contains 29833 members 
Mstep: Class 17 contains 15083 members 
Mstep: Class 18 contains 14037 members 
Mstep: Class 19 contains 26063 members 
Mstep: Class 20 contains 1989 members 
Mstep: Class 21 contains 13390 members 
Mstep: Class 22 contains 435 members 
Mstep: Class 23 contains 6963 members 
Mstep: Class 24 contains 8427 members 
Mstep: Class 25 contains 33645 members 
Mstep: Class 26 contains 5939 members 
Mstep: Class 27 contains 26728 members 
Mstep: Class 28 contains 25927 members 
Mstep: Class 29 contains 19027 members 
Mstep: Class 30 contains 4107 members 
Mstep: Class 31 contains 17941 members 
Mstep: Class 32 contains 4824 members 
Mstep: Class 33 contains 4038 members 
Mstep: Class 34 contains 2332 members 
Mstep: Class 35 contains 5214 members 
Mstep: Class 36 contains 3562 members 
Mstep: Class 37 contains 2736 members 
Mstep: Class 38 contains 2128 members 
Mstep: Class 39 contains 1041 members 
Mstep: Class 40 contains 22171 members 
Mstep: Class 41 contains 3090 members 
Mstep: Class 42 contains 4834 members 
Mstep: Class 43 contains 12729 members 
Mstep: Class 44 contains 5312 members 
Mstep: Class 45 contains 143037 members 
Mstep: Class 46 contains 480 members 
Mstep: Class 47 contains 4059 members 
Mstep: Class 48 contains 3151 members 
Mstep: Class 49 contains 11572 members 
Mstep: Class 50 contains 20420 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100309272.000000 Penalty: 110644.859375
Iteration 161Q: 51 clusters Score -1.003093e+08 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 7310 members 
Mstep: Class 2 contains 2950 members 
Mstep: Class 3 contains 13759 members 
Mstep: Class 4 contains 2384 members 
Mstep: Class 5 contains 2677 members 
Mstep: Class 6 contains 2017 members 
Mstep: Class 7 contains 75217 members 
Mstep: Class 8 contains 11310 members 
Mstep: Class 9 contains 44908 members 
Mstep: Class 10 contains 14235 members 
Mstep: Class 11 contains 42233 members 
Mstep: Class 12 contains 47032 members 
Mstep: Class 13 contains 32174 members 
Mstep: Class 14 contains 3228 members 
Mstep: Class 15 contains 12595 members 
Mstep: Class 16 contains 29872 members 
Mstep: Class 17 contains 15080 members 
Mstep: Class 18 contains 14050 members 
Mstep: Class 19 contains 26067 members 
Mstep: Class 20 contains 1989 members 
Mstep: Class 21 contains 13389 members 
Mstep: Class 22 contains 435 members 
Mstep: Class 23 contains 7167 members 
Mstep: Class 24 contains 8428 members 
Mstep: Class 25 contains 33646 members 
Mstep: Class 26 contains 5953 members 
Mstep: Class 27 contains 26711 members 
Mstep: Class 28 contains 25925 members 
Mstep: Class 29 contains 19015 members 
Mstep: Class 30 contains 4108 members 
Mstep: Class 31 contains 17938 members 
Mstep: Class 32 contains 4819 members 
Mstep: Class 33 contains 4039 members 
Mstep: Class 34 contains 2332 members 
Mstep: Class 35 contains 5217 members 
Mstep: Class 36 contains 3550 members 
Mstep: Class 37 contains 2736 members 
Mstep: Class 38 contains 2124 members 
Mstep: Class 39 contains 1041 members 
Mstep: Class 40 contains 22184 members 
Mstep: Class 41 contains 3091 members 
Mstep: Class 42 contains 4825 members 
Mstep: Class 43 contains 12731 members 
Mstep: Class 44 contains 5315 members 
Mstep: Class 45 contains 143025 members 
Mstep: Class 46 contains 480 members 
Mstep: Class 47 contains 4054 members 
Mstep: Class 48 contains 3151 members 
Mstep: Class 49 contains 11585 members 
Mstep: Class 50 contains 20474 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100309536.000000 Penalty: 110644.859375
Iteration 162Q: 51 clusters Score -1.003095e+08 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 7296 members 
Mstep: Class 2 contains 2952 members 
Mstep: Class 3 contains 13764 members 
Mstep: Class 4 contains 2385 members 
Mstep: Class 5 contains 2639 members 
Mstep: Class 6 contains 2018 members 
Mstep: Class 7 contains 75160 members 
Mstep: Class 8 contains 11313 members 
Mstep: Class 9 contains 44851 members 
Mstep: Class 10 contains 14235 members 
Mstep: Class 11 contains 42237 members 
Mstep: Class 12 contains 47028 members 
Mstep: Class 13 contains 32155 members 
Mstep: Class 14 contains 3228 members 
Mstep: Class 15 contains 12542 members 
Mstep: Class 16 contains 29915 members 
Mstep: Class 17 contains 15076 members 
Mstep: Class 18 contains 14055 members 
Mstep: Class 19 contains 26067 members 
Mstep: Class 20 contains 1990 members 
Mstep: Class 21 contains 13389 members 
Mstep: Class 22 contains 435 members 
Mstep: Class 23 contains 7355 members 
Mstep: Class 24 contains 8428 members 
Mstep: Class 25 contains 33649 members 
Mstep: Class 26 contains 5960 members 
Mstep: Class 27 contains 26688 members 
Mstep: Class 28 contains 25925 members 
Mstep: Class 29 contains 19012 members 
Mstep: Class 30 contains 4109 members 
Mstep: Class 31 contains 17933 members 
Mstep: Class 32 contains 4815 members 
Mstep: Class 33 contains 4040 members 
Mstep: Class 34 contains 2332 members 
Mstep: Class 35 contains 5219 members 
Mstep: Class 36 contains 3550 members 
Mstep: Class 37 contains 2735 members 
Mstep: Class 38 contains 2123 members 
Mstep: Class 39 contains 1041 members 
Mstep: Class 40 contains 22182 members 
Mstep: Class 41 contains 3094 members 
Mstep: Class 42 contains 4813 members 
Mstep: Class 43 contains 12730 members 
Mstep: Class 44 contains 5318 members 
Mstep: Class 45 contains 143014 members 
Mstep: Class 46 contains 480 members 
Mstep: Class 47 contains 4050 members 
Mstep: Class 48 contains 3151 members 
Mstep: Class 49 contains 11607 members 
Mstep: Class 50 contains 20492 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100309624.000000 Penalty: 110644.859375
Iteration 163Q: 51 clusters Score -1.003096e+08 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 7285 members 
Mstep: Class 2 contains 2955 members 
Mstep: Class 3 contains 13769 members 
Mstep: Class 4 contains 2387 members 
Mstep: Class 5 contains 2619 members 
Mstep: Class 6 contains 2019 members 
Mstep: Class 7 contains 75104 members 
Mstep: Class 8 contains 11304 members 
Mstep: Class 9 contains 44824 members 
Mstep: Class 10 contains 14233 members 
Mstep: Class 11 contains 42237 members 
Mstep: Class 12 contains 47027 members 
Mstep: Class 13 contains 32134 members 
Mstep: Class 14 contains 3229 members 
Mstep: Class 15 contains 12503 members 
Mstep: Class 16 contains 29962 members 
Mstep: Class 17 contains 15071 members 
Mstep: Class 18 contains 14059 members 
Mstep: Class 19 contains 26067 members 
Mstep: Class 20 contains 1990 members 
Mstep: Class 21 contains 13389 members 
Mstep: Class 22 contains 435 members 
Mstep: Class 23 contains 7527 members 
Mstep: Class 24 contains 8428 members 
Mstep: Class 25 contains 33656 members 
Mstep: Class 26 contains 5969 members 
Mstep: Class 27 contains 26668 members 
Mstep: Class 28 contains 25925 members 
Mstep: Class 29 contains 19003 members 
Mstep: Class 30 contains 4112 members 
Mstep: Class 31 contains 17919 members 
Mstep: Class 32 contains 4814 members 
Mstep: Class 33 contains 4036 members 
Mstep: Class 34 contains 2332 members 
Mstep: Class 35 contains 5218 members 
Mstep: Class 36 contains 3542 members 
Mstep: Class 37 contains 2737 members 
Mstep: Class 38 contains 2121 members 
Mstep: Class 39 contains 1041 members 
Mstep: Class 40 contains 22182 members 
Mstep: Class 41 contains 3099 members 
Mstep: Class 42 contains 4806 members 
Mstep: Class 43 contains 12733 members 
Mstep: Class 44 contains 5321 members 
Mstep: Class 45 contains 143001 members 
Mstep: Class 46 contains 480 members 
Mstep: Class 47 contains 4049 members 
Mstep: Class 48 contains 3151 members 
Mstep: Class 49 contains 11635 members 
Mstep: Class 50 contains 20468 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100309840.000000 Penalty: 110644.859375
Iteration 164Q: 51 clusters Score -1.003098e+08 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 7277 members 
Mstep: Class 2 contains 2958 members 
Mstep: Class 3 contains 13772 members 
Mstep: Class 4 contains 2387 members 
Mstep: Class 5 contains 2591 members 
Mstep: Class 6 contains 2019 members 
Mstep: Class 7 contains 75042 members 
Mstep: Class 8 contains 11302 members 
Mstep: Class 9 contains 44799 members 
Mstep: Class 10 contains 14234 members 
Mstep: Class 11 contains 42235 members 
Mstep: Class 12 contains 47021 members 
Mstep: Class 13 contains 32112 members 
Mstep: Class 14 contains 3229 members 
Mstep: Class 15 contains 12461 members 
Mstep: Class 16 contains 30013 members 
Mstep: Class 17 contains 15069 members 
Mstep: Class 18 contains 14063 members 
Mstep: Class 19 contains 26076 members 
Mstep: Class 20 contains 1992 members 
Mstep: Class 21 contains 13389 members 
Mstep: Class 22 contains 435 members 
Mstep: Class 23 contains 7684 members 
Mstep: Class 24 contains 8429 members 
Mstep: Class 25 contains 33664 members 
Mstep: Class 26 contains 5980 members 
Mstep: Class 27 contains 26656 members 
Mstep: Class 28 contains 25928 members 
Mstep: Class 29 contains 18993 members 
Mstep: Class 30 contains 4113 members 
Mstep: Class 31 contains 17907 members 
Mstep: Class 32 contains 4814 members 
Mstep: Class 33 contains 4034 members 
Mstep: Class 34 contains 2333 members 
Mstep: Class 35 contains 5216 members 
Mstep: Class 36 contains 3537 members 
Mstep: Class 37 contains 2737 members 
Mstep: Class 38 contains 2120 members 
Mstep: Class 39 contains 1041 members 
Mstep: Class 40 contains 22186 members 
Mstep: Class 41 contains 3103 members 
Mstep: Class 42 contains 4801 members 
Mstep: Class 43 contains 12730 members 
Mstep: Class 44 contains 5324 members 
Mstep: Class 45 contains 142995 members 
Mstep: Class 46 contains 480 members 
Mstep: Class 47 contains 4048 members 
Mstep: Class 48 contains 3151 members 
Mstep: Class 49 contains 11671 members 
Mstep: Class 50 contains 20424 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100309776.000000 Penalty: 110644.859375
Iteration 165Q: 51 clusters Score -1.003098e+08 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 7272 members 
Mstep: Class 2 contains 2963 members 
Mstep: Class 3 contains 13775 members 
Mstep: Class 4 contains 2389 members 
Mstep: Class 5 contains 2561 members 
Mstep: Class 6 contains 2019 members 
Mstep: Class 7 contains 74979 members 
Mstep: Class 8 contains 11298 members 
Mstep: Class 9 contains 44779 members 
Mstep: Class 10 contains 14234 members 
Mstep: Class 11 contains 42234 members 
Mstep: Class 12 contains 47008 members 
Mstep: Class 13 contains 32077 members 
Mstep: Class 14 contains 3229 members 
Mstep: Class 15 contains 12439 members 
Mstep: Class 16 contains 30045 members 
Mstep: Class 17 contains 15066 members 
Mstep: Class 18 contains 14059 members 
Mstep: Class 19 contains 26078 members 
Mstep: Class 20 contains 1993 members 
Mstep: Class 21 contains 13389 members 
Mstep: Class 22 contains 435 members 
Mstep: Class 23 contains 7843 members 
Mstep: Class 24 contains 8429 members 
Mstep: Class 25 contains 33688 members 
Mstep: Class 26 contains 5985 members 
Mstep: Class 27 contains 26644 members 
Mstep: Class 28 contains 25926 members 
Mstep: Class 29 contains 18986 members 
Mstep: Class 30 contains 4115 members 
Mstep: Class 31 contains 17895 members 
Mstep: Class 32 contains 4815 members 
Mstep: Class 33 contains 4033 members 
Mstep: Class 34 contains 2333 members 
Mstep: Class 35 contains 5215 members 
Mstep: Class 36 contains 3536 members 
Mstep: Class 37 contains 2739 members 
Mstep: Class 38 contains 2121 members 
Mstep: Class 39 contains 1041 members 
Mstep: Class 40 contains 22181 members 
Mstep: Class 41 contains 3107 members 
Mstep: Class 42 contains 4796 members 
Mstep: Class 43 contains 12738 members 
Mstep: Class 44 contains 5327 members 
Mstep: Class 45 contains 142997 members 
Mstep: Class 46 contains 480 members 
Mstep: Class 47 contains 4045 members 
Mstep: Class 48 contains 3151 members 
Mstep: Class 49 contains 11704 members 
Mstep: Class 50 contains 20384 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100310032.000000 Penalty: 110644.859375
Iteration 166Q: 51 clusters Score -1.0031e+08 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 7265 members 
Mstep: Class 2 contains 2968 members 
Mstep: Class 3 contains 13773 members 
Mstep: Class 4 contains 2391 members 
Mstep: Class 5 contains 2532 members 
Mstep: Class 6 contains 2019 members 
Mstep: Class 7 contains 74927 members 
Mstep: Class 8 contains 11304 members 
Mstep: Class 9 contains 44765 members 
Mstep: Class 10 contains 14232 members 
Mstep: Class 11 contains 42235 members 
Mstep: Class 12 contains 47000 members 
Mstep: Class 13 contains 32068 members 
Mstep: Class 14 contains 3230 members 
Mstep: Class 15 contains 12401 members 
Mstep: Class 16 contains 30070 members 
Mstep: Class 17 contains 15060 members 
Mstep: Class 18 contains 14058 members 
Mstep: Class 19 contains 26076 members 
Mstep: Class 20 contains 1993 members 
Mstep: Class 21 contains 13389 members 
Mstep: Class 22 contains 435 members 
Mstep: Class 23 contains 7993 members 
Mstep: Class 24 contains 8431 members 
Mstep: Class 25 contains 33703 members 
Mstep: Class 26 contains 5989 members 
Mstep: Class 27 contains 26632 members 
Mstep: Class 28 contains 25925 members 
Mstep: Class 29 contains 18982 members 
Mstep: Class 30 contains 4115 members 
Mstep: Class 31 contains 17883 members 
Mstep: Class 32 contains 4815 members 
Mstep: Class 33 contains 4035 members 
Mstep: Class 34 contains 2333 members 
Mstep: Class 35 contains 5216 members 
Mstep: Class 36 contains 3534 members 
Mstep: Class 37 contains 2739 members 
Mstep: Class 38 contains 2123 members 
Mstep: Class 39 contains 1041 members 
Mstep: Class 40 contains 22182 members 
Mstep: Class 41 contains 3114 members 
Mstep: Class 42 contains 4788 members 
Mstep: Class 43 contains 12740 members 
Mstep: Class 44 contains 5330 members 
Mstep: Class 45 contains 142988 members 
Mstep: Class 46 contains 480 members 
Mstep: Class 47 contains 4042 members 
Mstep: Class 48 contains 3151 members 
Mstep: Class 49 contains 11724 members 
Mstep: Class 50 contains 20356 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100310216.000000 Penalty: 110644.859375
Iteration 167Q: 51 clusters Score -1.003102e+08 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 7256 members 
Mstep: Class 2 contains 2973 members 
Mstep: Class 3 contains 13778 members 
Mstep: Class 4 contains 2393 members 
Mstep: Class 5 contains 2499 members 
Mstep: Class 6 contains 2019 members 
Mstep: Class 7 contains 74880 members 
Mstep: Class 8 contains 11306 members 
Mstep: Class 9 contains 44756 members 
Mstep: Class 10 contains 14233 members 
Mstep: Class 11 contains 42235 members 
Mstep: Class 12 contains 46991 members 
Mstep: Class 13 contains 32055 members 
Mstep: Class 14 contains 3231 members 
Mstep: Class 15 contains 12388 members 
Mstep: Class 16 contains 30098 members 
Mstep: Class 17 contains 15052 members 
Mstep: Class 18 contains 14057 members 
Mstep: Class 19 contains 26080 members 
Mstep: Class 20 contains 1992 members 
Mstep: Class 21 contains 13390 members 
Mstep: Class 22 contains 435 members 
Mstep: Class 23 contains 8130 members 
Mstep: Class 24 contains 8429 members 
Mstep: Class 25 contains 33706 members 
Mstep: Class 26 contains 5997 members 
Mstep: Class 27 contains 26625 members 
Mstep: Class 28 contains 25923 members 
Mstep: Class 29 contains 18979 members 
Mstep: Class 30 contains 4116 members 
Mstep: Class 31 contains 17872 members 
Mstep: Class 32 contains 4814 members 
Mstep: Class 33 contains 4035 members 
Mstep: Class 34 contains 2333 members 
Mstep: Class 35 contains 5219 members 
Mstep: Class 36 contains 3530 members 
Mstep: Class 37 contains 2741 members 
Mstep: Class 38 contains 2120 members 
Mstep: Class 39 contains 1041 members 
Mstep: Class 40 contains 22176 members 
Mstep: Class 41 contains 3122 members 
Mstep: Class 42 contains 4782 members 
Mstep: Class 43 contains 12744 members 
Mstep: Class 44 contains 5328 members 
Mstep: Class 45 contains 142982 members 
Mstep: Class 46 contains 480 members 
Mstep: Class 47 contains 4032 members 
Mstep: Class 48 contains 3151 members 
Mstep: Class 49 contains 11745 members 
Mstep: Class 50 contains 20326 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100310280.000000 Penalty: 110644.859375
Iteration 168Q: 51 clusters Score -1.003103e+08 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 7252 members 
Mstep: Class 2 contains 2976 members 
Mstep: Class 3 contains 13780 members 
Mstep: Class 4 contains 2394 members 
Mstep: Class 5 contains 2458 members 
Mstep: Class 6 contains 2019 members 
Mstep: Class 7 contains 74832 members 
Mstep: Class 8 contains 11303 members 
Mstep: Class 9 contains 44745 members 
Mstep: Class 10 contains 14231 members 
Mstep: Class 11 contains 42231 members 
Mstep: Class 12 contains 46986 members 
Mstep: Class 13 contains 32039 members 
Mstep: Class 14 contains 3232 members 
Mstep: Class 15 contains 12373 members 
Mstep: Class 16 contains 30124 members 
Mstep: Class 17 contains 15046 members 
Mstep: Class 18 contains 14058 members 
Mstep: Class 19 contains 26087 members 
Mstep: Class 20 contains 1991 members 
Mstep: Class 21 contains 13390 members 
Mstep: Class 22 contains 435 members 
Mstep: Class 23 contains 8266 members 
Mstep: Class 24 contains 8430 members 
Mstep: Class 25 contains 33716 members 
Mstep: Class 26 contains 6006 members 
Mstep: Class 27 contains 26611 members 
Mstep: Class 28 contains 25916 members 
Mstep: Class 29 contains 18974 members 
Mstep: Class 30 contains 4115 members 
Mstep: Class 31 contains 17863 members 
Mstep: Class 32 contains 4813 members 
Mstep: Class 33 contains 4039 members 
Mstep: Class 34 contains 2333 members 
Mstep: Class 35 contains 5219 members 
Mstep: Class 36 contains 3530 members 
Mstep: Class 37 contains 2741 members 
Mstep: Class 38 contains 2116 members 
Mstep: Class 39 contains 1041 members 
Mstep: Class 40 contains 22175 members 
Mstep: Class 41 contains 3127 members 
Mstep: Class 42 contains 4782 members 
Mstep: Class 43 contains 12742 members 
Mstep: Class 44 contains 5328 members 
Mstep: Class 45 contains 142980 members 
Mstep: Class 46 contains 480 members 
Mstep: Class 47 contains 4027 members 
Mstep: Class 48 contains 3151 members 
Mstep: Class 49 contains 11768 members 
Mstep: Class 50 contains 20304 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100310312.000000 Penalty: 110644.859375
Iteration 169Q: 51 clusters Score -1.003103e+08 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 7261 members 
Mstep: Class 2 contains 2980 members 
Mstep: Class 3 contains 13781 members 
Mstep: Class 4 contains 2395 members 
Mstep: Class 5 contains 2407 members 
Mstep: Class 6 contains 2019 members 
Mstep: Class 7 contains 74787 members 
Mstep: Class 8 contains 11303 members 
Mstep: Class 9 contains 44727 members 
Mstep: Class 10 contains 14230 members 
Mstep: Class 11 contains 42231 members 
Mstep: Class 12 contains 46983 members 
Mstep: Class 13 contains 32024 members 
Mstep: Class 14 contains 3234 members 
Mstep: Class 15 contains 12363 members 
Mstep: Class 16 contains 30146 members 
Mstep: Class 17 contains 15039 members 
Mstep: Class 18 contains 14058 members 
Mstep: Class 19 contains 26086 members 
Mstep: Class 20 contains 1991 members 
Mstep: Class 21 contains 13390 members 
Mstep: Class 22 contains 435 members 
Mstep: Class 23 contains 8386 members 
Mstep: Class 24 contains 8430 members 
Mstep: Class 25 contains 33734 members 
Mstep: Class 26 contains 6011 members 
Mstep: Class 27 contains 26601 members 
Mstep: Class 28 contains 25916 members 
Mstep: Class 29 contains 18971 members 
Mstep: Class 30 contains 4114 members 
Mstep: Class 31 contains 17857 members 
Mstep: Class 32 contains 4814 members 
Mstep: Class 33 contains 4042 members 
Mstep: Class 34 contains 2333 members 
Mstep: Class 35 contains 5222 members 
Mstep: Class 36 contains 3531 members 
Mstep: Class 37 contains 2743 members 
Mstep: Class 38 contains 2111 members 
Mstep: Class 39 contains 1041 members 
Mstep: Class 40 contains 22180 members 
Mstep: Class 41 contains 3133 members 
Mstep: Class 42 contains 4782 members 
Mstep: Class 43 contains 12737 members 
Mstep: Class 44 contains 5329 members 
Mstep: Class 45 contains 142979 members 
Mstep: Class 46 contains 480 members 
Mstep: Class 47 contains 4023 members 
Mstep: Class 48 contains 3151 members 
Mstep: Class 49 contains 11790 members 
Mstep: Class 50 contains 20264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100310488.000000 Penalty: 110644.859375
Iteration 170Q: 51 clusters Score -1.003105e+08 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 7258 members 
Mstep: Class 2 contains 2985 members 
Mstep: Class 3 contains 13784 members 
Mstep: Class 4 contains 2396 members 
Mstep: Class 5 contains 2361 members 
Mstep: Class 6 contains 2019 members 
Mstep: Class 7 contains 74751 members 
Mstep: Class 8 contains 11302 members 
Mstep: Class 9 contains 44715 members 
Mstep: Class 10 contains 14232 members 
Mstep: Class 11 contains 42229 members 
Mstep: Class 12 contains 46976 members 
Mstep: Class 13 contains 31997 members 
Mstep: Class 14 contains 3236 members 
Mstep: Class 15 contains 12356 members 
Mstep: Class 16 contains 30157 members 
Mstep: Class 17 contains 15029 members 
Mstep: Class 18 contains 14059 members 
Mstep: Class 19 contains 26089 members 
Mstep: Class 20 contains 1991 members 
Mstep: Class 21 contains 13390 members 
Mstep: Class 22 contains 435 members 
Mstep: Class 23 contains 8497 members 
Mstep: Class 24 contains 8430 members 
Mstep: Class 25 contains 33751 members 
Mstep: Class 26 contains 6011 members 
Mstep: Class 27 contains 26593 members 
Mstep: Class 28 contains 25921 members 
Mstep: Class 29 contains 18972 members 
Mstep: Class 30 contains 4116 members 
Mstep: Class 31 contains 17850 members 
Mstep: Class 32 contains 4814 members 
Mstep: Class 33 contains 4042 members 
Mstep: Class 34 contains 2333 members 
Mstep: Class 35 contains 5223 members 
Mstep: Class 36 contains 3534 members 
Mstep: Class 37 contains 2743 members 
Mstep: Class 38 contains 2108 members 
Mstep: Class 39 contains 1041 members 
Mstep: Class 40 contains 22182 members 
Mstep: Class 41 contains 3143 members 
Mstep: Class 42 contains 4784 members 
Mstep: Class 43 contains 12733 members 
Mstep: Class 44 contains 5329 members 
Mstep: Class 45 contains 142979 members 
Mstep: Class 46 contains 480 members 
Mstep: Class 47 contains 4022 members 
Mstep: Class 48 contains 3151 members 
Mstep: Class 49 contains 11803 members 
Mstep: Class 50 contains 20243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100310448.000000 Penalty: 110644.859375
Iteration 171Q: 51 clusters Score -1.003104e+08 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 7255 members 
Mstep: Class 2 contains 2986 members 
Mstep: Class 3 contains 13784 members 
Mstep: Class 4 contains 2395 members 
Mstep: Class 5 contains 2309 members 
Mstep: Class 6 contains 2019 members 
Mstep: Class 7 contains 74713 members 
Mstep: Class 8 contains 11307 members 
Mstep: Class 9 contains 44703 members 
Mstep: Class 10 contains 14234 members 
Mstep: Class 11 contains 42229 members 
Mstep: Class 12 contains 46972 members 
Mstep: Class 13 contains 31978 members 
Mstep: Class 14 contains 3241 members 
Mstep: Class 15 contains 12340 members 
Mstep: Class 16 contains 30170 members 
Mstep: Class 17 contains 15023 members 
Mstep: Class 18 contains 14062 members 
Mstep: Class 19 contains 26096 members 
Mstep: Class 20 contains 1991 members 
Mstep: Class 21 contains 13390 members 
Mstep: Class 22 contains 435 members 
Mstep: Class 23 contains 8597 members 
Mstep: Class 24 contains 8430 members 
Mstep: Class 25 contains 33769 members 
Mstep: Class 26 contains 6013 members 
Mstep: Class 27 contains 26586 members 
Mstep: Class 28 contains 25920 members 
Mstep: Class 29 contains 18972 members 
Mstep: Class 30 contains 4117 members 
Mstep: Class 31 contains 17848 members 
Mstep: Class 32 contains 4814 members 
Mstep: Class 33 contains 4042 members 
Mstep: Class 34 contains 2333 members 
Mstep: Class 35 contains 5224 members 
Mstep: Class 36 contains 3535 members 
Mstep: Class 37 contains 2743 members 
Mstep: Class 38 contains 2105 members 
Mstep: Class 39 contains 1041 members 
Mstep: Class 40 contains 22183 members 
Mstep: Class 41 contains 3148 members 
Mstep: Class 42 contains 4782 members 
Mstep: Class 43 contains 12730 members 
Mstep: Class 44 contains 5326 members 
Mstep: Class 45 contains 142977 members 
Mstep: Class 46 contains 480 members 
Mstep: Class 47 contains 4021 members 
Mstep: Class 48 contains 3151 members 
Mstep: Class 49 contains 11819 members 
Mstep: Class 50 contains 20237 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100310440.000000 Penalty: 110644.859375
Iteration 172Q: 51 clusters Score -1.003104e+08 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 7253 members 
Mstep: Class 2 contains 2989 members 
Mstep: Class 3 contains 13790 members 
Mstep: Class 4 contains 2395 members 
Mstep: Class 5 contains 2256 members 
Mstep: Class 6 contains 2019 members 
Mstep: Class 7 contains 74674 members 
Mstep: Class 8 contains 11297 members 
Mstep: Class 9 contains 44690 members 
Mstep: Class 10 contains 14233 members 
Mstep: Class 11 contains 42223 members 
Mstep: Class 12 contains 46970 members 
Mstep: Class 13 contains 31962 members 
Mstep: Class 14 contains 3243 members 
Mstep: Class 15 contains 12325 members 
Mstep: Class 16 contains 30185 members 
Mstep: Class 17 contains 15019 members 
Mstep: Class 18 contains 14062 members 
Mstep: Class 19 contains 26105 members 
Mstep: Class 20 contains 1991 members 
Mstep: Class 21 contains 13389 members 
Mstep: Class 22 contains 435 members 
Mstep: Class 23 contains 8696 members 
Mstep: Class 24 contains 8429 members 
Mstep: Class 25 contains 33788 members 
Mstep: Class 26 contains 6019 members 
Mstep: Class 27 contains 26577 members 
Mstep: Class 28 contains 25917 members 
Mstep: Class 29 contains 18974 members 
Mstep: Class 30 contains 4119 members 
Mstep: Class 31 contains 17843 members 
Mstep: Class 32 contains 4815 members 
Mstep: Class 33 contains 4045 members 
Mstep: Class 34 contains 2333 members 
Mstep: Class 35 contains 5226 members 
Mstep: Class 36 contains 3535 members 
Mstep: Class 37 contains 2744 members 
Mstep: Class 38 contains 2103 members 
Mstep: Class 39 contains 1041 members 
Mstep: Class 40 contains 22183 members 
Mstep: Class 41 contains 3151 members 
Mstep: Class 42 contains 4790 members 
Mstep: Class 43 contains 12730 members 
Mstep: Class 44 contains 5328 members 
Mstep: Class 45 contains 142976 members 
Mstep: Class 46 contains 480 members 
Mstep: Class 47 contains 4017 members 
Mstep: Class 48 contains 3151 members 
Mstep: Class 49 contains 11823 members 
Mstep: Class 50 contains 20237 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100310472.000000 Penalty: 110644.859375
Iteration 173Q: 51 clusters Score -1.003105e+08 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 7252 members 
Mstep: Class 2 contains 2989 members 
Mstep: Class 3 contains 13798 members 
Mstep: Class 4 contains 2395 members 
Mstep: Class 5 contains 2204 members 
Mstep: Class 6 contains 2019 members 
Mstep: Class 7 contains 74637 members 
Mstep: Class 8 contains 11284 members 
Mstep: Class 9 contains 44694 members 
Mstep: Class 10 contains 14231 members 
Mstep: Class 11 contains 42220 members 
Mstep: Class 12 contains 46972 members 
Mstep: Class 13 contains 31938 members 
Mstep: Class 14 contains 3247 members 
Mstep: Class 15 contains 12328 members 
Mstep: Class 16 contains 30193 members 
Mstep: Class 17 contains 15012 members 
Mstep: Class 18 contains 14062 members 
Mstep: Class 19 contains 26114 members 
Mstep: Class 20 contains 1991 members 
Mstep: Class 21 contains 13389 members 
Mstep: Class 22 contains 435 members 
Mstep: Class 23 contains 8795 members 
Mstep: Class 24 contains 8430 members 
Mstep: Class 25 contains 33800 members 
Mstep: Class 26 contains 6021 members 
Mstep: Class 27 contains 26572 members 
Mstep: Class 28 contains 25916 members 
Mstep: Class 29 contains 18969 members 
Mstep: Class 30 contains 4120 members 
Mstep: Class 31 contains 17839 members 
Mstep: Class 32 contains 4814 members 
Mstep: Class 33 contains 4047 members 
Mstep: Class 34 contains 2333 members 
Mstep: Class 35 contains 5226 members 
Mstep: Class 36 contains 3534 members 
Mstep: Class 37 contains 2745 members 
Mstep: Class 38 contains 2098 members 
Mstep: Class 39 contains 1041 members 
Mstep: Class 40 contains 22184 members 
Mstep: Class 41 contains 3155 members 
Mstep: Class 42 contains 4789 members 
Mstep: Class 43 contains 12731 members 
Mstep: Class 44 contains 5325 members 
Mstep: Class 45 contains 142973 members 
Mstep: Class 46 contains 480 members 
Mstep: Class 47 contains 4017 members 
Mstep: Class 48 contains 3151 members 
Mstep: Class 49 contains 11831 members 
Mstep: Class 50 contains 20235 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100310712.000000 Penalty: 110644.859375
Iteration 174Q: 51 clusters Score -1.003107e+08 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 7250 members 
Mstep: Class 2 contains 2993 members 
Mstep: Class 3 contains 13802 members 
Mstep: Class 4 contains 2395 members 
Mstep: Class 5 contains 2147 members 
Mstep: Class 6 contains 2019 members 
Mstep: Class 7 contains 74608 members 
Mstep: Class 8 contains 11277 members 
Mstep: Class 9 contains 44698 members 
Mstep: Class 10 contains 14230 members 
Mstep: Class 11 contains 42216 members 
Mstep: Class 12 contains 46970 members 
Mstep: Class 13 contains 31911 members 
Mstep: Class 14 contains 3252 members 
Mstep: Class 15 contains 12326 members 
Mstep: Class 16 contains 30206 members 
Mstep: Class 17 contains 15011 members 
Mstep: Class 18 contains 14059 members 
Mstep: Class 19 contains 26121 members 
Mstep: Class 20 contains 1990 members 
Mstep: Class 21 contains 13389 members 
Mstep: Class 22 contains 435 members 
Mstep: Class 23 contains 8884 members 
Mstep: Class 24 contains 8430 members 
Mstep: Class 25 contains 33818 members 
Mstep: Class 26 contains 6024 members 
Mstep: Class 27 contains 26564 members 
Mstep: Class 28 contains 25912 members 
Mstep: Class 29 contains 18966 members 
Mstep: Class 30 contains 4119 members 
Mstep: Class 31 contains 17837 members 
Mstep: Class 32 contains 4811 members 
Mstep: Class 33 contains 4049 members 
Mstep: Class 34 contains 2333 members 
Mstep: Class 35 contains 5226 members 
Mstep: Class 36 contains 3534 members 
Mstep: Class 37 contains 2747 members 
Mstep: Class 38 contains 2096 members 
Mstep: Class 39 contains 1041 members 
Mstep: Class 40 contains 22184 members 
Mstep: Class 41 contains 3155 members 
Mstep: Class 42 contains 4789 members 
Mstep: Class 43 contains 12732 members 
Mstep: Class 44 contains 5322 members 
Mstep: Class 45 contains 142977 members 
Mstep: Class 46 contains 480 members 
Mstep: Class 47 contains 4015 members 
Mstep: Class 48 contains 3151 members 
Mstep: Class 49 contains 11843 members 
Mstep: Class 50 contains 20231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100310752.000000 Penalty: 110644.859375
Iteration 175Q: 51 clusters Score -1.003108e+08 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 7251 members 
Mstep: Class 2 contains 2995 members 
Mstep: Class 3 contains 13807 members 
Mstep: Class 4 contains 2396 members 
Mstep: Class 5 contains 2082 members 
Mstep: Class 6 contains 2019 members 
Mstep: Class 7 contains 74579 members 
Mstep: Class 8 contains 11266 members 
Mstep: Class 9 contains 44695 members 
Mstep: Class 10 contains 14230 members 
Mstep: Class 11 contains 42213 members 
Mstep: Class 12 contains 46967 members 
Mstep: Class 13 contains 31889 members 
Mstep: Class 14 contains 3259 members 
Mstep: Class 15 contains 12325 members 
Mstep: Class 16 contains 30215 members 
Mstep: Class 17 contains 15011 members 
Mstep: Class 18 contains 14059 members 
Mstep: Class 19 contains 26127 members 
Mstep: Class 20 contains 1991 members 
Mstep: Class 21 contains 13389 members 
Mstep: Class 22 contains 435 members 
Mstep: Class 23 contains 8984 members 
Mstep: Class 24 contains 8430 members 
Mstep: Class 25 contains 33831 members 
Mstep: Class 26 contains 6029 members 
Mstep: Class 27 contains 26557 members 
Mstep: Class 28 contains 25912 members 
Mstep: Class 29 contains 18961 members 
Mstep: Class 30 contains 4120 members 
Mstep: Class 31 contains 17832 members 
Mstep: Class 32 contains 4811 members 
Mstep: Class 33 contains 4047 members 
Mstep: Class 34 contains 2333 members 
Mstep: Class 35 contains 5228 members 
Mstep: Class 36 contains 3534 members 
Mstep: Class 37 contains 2747 members 
Mstep: Class 38 contains 2096 members 
Mstep: Class 39 contains 1041 members 
Mstep: Class 40 contains 22184 members 
Mstep: Class 41 contains 3155 members 
Mstep: Class 42 contains 4785 members 
Mstep: Class 43 contains 12731 members 
Mstep: Class 44 contains 5318 members 
Mstep: Class 45 contains 142978 members 
Mstep: Class 46 contains 480 members 
Mstep: Class 47 contains 4015 members 
Mstep: Class 48 contains 3151 members 
Mstep: Class 49 contains 11858 members 
Mstep: Class 50 contains 20227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100311032.000000 Penalty: 110644.859375
Iteration 176Q: 51 clusters Score -1.00311e+08 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 7248 members 
Mstep: Class 2 contains 2997 members 
Mstep: Class 3 contains 13812 members 
Mstep: Class 4 contains 2396 members 
Mstep: Class 5 contains 2020 members 
Mstep: Class 6 contains 2019 members 
Mstep: Class 7 contains 74544 members 
Mstep: Class 8 contains 11256 members 
Mstep: Class 9 contains 44701 members 
Mstep: Class 10 contains 14228 members 
Mstep: Class 11 contains 42212 members 
Mstep: Class 12 contains 46962 members 
Mstep: Class 13 contains 31878 members 
Mstep: Class 14 contains 3260 members 
Mstep: Class 15 contains 12333 members 
Mstep: Class 16 contains 30214 members 
Mstep: Class 17 contains 15010 members 
Mstep: Class 18 contains 14056 members 
Mstep: Class 19 contains 26136 members 
Mstep: Class 20 contains 1991 members 
Mstep: Class 21 contains 13389 members 
Mstep: Class 22 contains 435 members 
Mstep: Class 23 contains 9091 members 
Mstep: Class 24 contains 8429 members 
Mstep: Class 25 contains 33846 members 
Mstep: Class 26 contains 6035 members 
Mstep: Class 27 contains 26553 members 
Mstep: Class 28 contains 25916 members 
Mstep: Class 29 contains 18957 members 
Mstep: Class 30 contains 4120 members 
Mstep: Class 31 contains 17828 members 
Mstep: Class 32 contains 4812 members 
Mstep: Class 33 contains 4048 members 
Mstep: Class 34 contains 2333 members 
Mstep: Class 35 contains 5230 members 
Mstep: Class 36 contains 3534 members 
Mstep: Class 37 contains 2747 members 
Mstep: Class 38 contains 2095 members 
Mstep: Class 39 contains 1041 members 
Mstep: Class 40 contains 22185 members 
Mstep: Class 41 contains 3155 members 
Mstep: Class 42 contains 4784 members 
Mstep: Class 43 contains 12732 members 
Mstep: Class 44 contains 5315 members 
Mstep: Class 45 contains 142978 members 
Mstep: Class 46 contains 480 members 
Mstep: Class 47 contains 4012 members 
Mstep: Class 48 contains 3151 members 
Mstep: Class 49 contains 11869 members 
Mstep: Class 50 contains 20202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100311248.000000 Penalty: 110644.859375
Iteration 177Q: 51 clusters Score -1.003112e+08 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 7246 members 
Mstep: Class 2 contains 2996 members 
Mstep: Class 3 contains 13818 members 
Mstep: Class 4 contains 2396 members 
Mstep: Class 5 contains 1973 members 
Mstep: Class 6 contains 2019 members 
Mstep: Class 7 contains 74528 members 
Mstep: Class 8 contains 11250 members 
Mstep: Class 9 contains 44706 members 
Mstep: Class 10 contains 14227 members 
Mstep: Class 11 contains 42213 members 
Mstep: Class 12 contains 46958 members 
Mstep: Class 13 contains 31859 members 
Mstep: Class 14 contains 3260 members 
Mstep: Class 15 contains 12341 members 
Mstep: Class 16 contains 30216 members 
Mstep: Class 17 contains 15009 members 
Mstep: Class 18 contains 14055 members 
Mstep: Class 19 contains 26143 members 
Mstep: Class 20 contains 1991 members 
Mstep: Class 21 contains 13389 members 
Mstep: Class 22 contains 435 members 
Mstep: Class 23 contains 9200 members 
Mstep: Class 24 contains 8429 members 
Mstep: Class 25 contains 33850 members 
Mstep: Class 26 contains 6038 members 
Mstep: Class 27 contains 26547 members 
Mstep: Class 28 contains 25918 members 
Mstep: Class 29 contains 18958 members 
Mstep: Class 30 contains 4120 members 
Mstep: Class 31 contains 17823 members 
Mstep: Class 32 contains 4812 members 
Mstep: Class 33 contains 4050 members 
Mstep: Class 34 contains 2333 members 
Mstep: Class 35 contains 5232 members 
Mstep: Class 36 contains 3538 members 
Mstep: Class 37 contains 2747 members 
Mstep: Class 38 contains 2093 members 
Mstep: Class 39 contains 1041 members 
Mstep: Class 40 contains 22186 members 
Mstep: Class 41 contains 3156 members 
Mstep: Class 42 contains 4783 members 
Mstep: Class 43 contains 12730 members 
Mstep: Class 44 contains 5314 members 
Mstep: Class 45 contains 142969 members 
Mstep: Class 46 contains 480 members 
Mstep: Class 47 contains 4007 members 
Mstep: Class 48 contains 3151 members 
Mstep: Class 49 contains 11871 members 
Mstep: Class 50 contains 20171 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100311432.000000 Penalty: 110644.859375
Iteration 178Q: 51 clusters Score -1.003114e+08 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 7246 members 
Mstep: Class 2 contains 2996 members 
Mstep: Class 3 contains 13823 members 
Mstep: Class 4 contains 2396 members 
Mstep: Class 5 contains 1933 members 
Mstep: Class 6 contains 2019 members 
Mstep: Class 7 contains 74505 members 
Mstep: Class 8 contains 11246 members 
Mstep: Class 9 contains 44708 members 
Mstep: Class 10 contains 14225 members 
Mstep: Class 11 contains 42213 members 
Mstep: Class 12 contains 46954 members 
Mstep: Class 13 contains 31834 members 
Mstep: Class 14 contains 3261 members 
Mstep: Class 15 contains 12358 members 
Mstep: Class 16 contains 30216 members 
Mstep: Class 17 contains 15006 members 
Mstep: Class 18 contains 14052 members 
Mstep: Class 19 contains 26154 members 
Mstep: Class 20 contains 1992 members 
Mstep: Class 21 contains 13389 members 
Mstep: Class 22 contains 435 members 
Mstep: Class 23 contains 9283 members 
Mstep: Class 24 contains 8429 members 
Mstep: Class 25 contains 33862 members 
Mstep: Class 26 contains 6041 members 
Mstep: Class 27 contains 26549 members 
Mstep: Class 28 contains 25916 members 
Mstep: Class 29 contains 18956 members 
Mstep: Class 30 contains 4120 members 
Mstep: Class 31 contains 17819 members 
Mstep: Class 32 contains 4812 members 
Mstep: Class 33 contains 4053 members 
Mstep: Class 34 contains 2333 members 
Mstep: Class 35 contains 5235 members 
Mstep: Class 36 contains 3539 members 
Mstep: Class 37 contains 2747 members 
Mstep: Class 38 contains 2091 members 
Mstep: Class 39 contains 1041 members 
Mstep: Class 40 contains 22187 members 
Mstep: Class 41 contains 3158 members 
Mstep: Class 42 contains 4783 members 
Mstep: Class 43 contains 12727 members 
Mstep: Class 44 contains 5313 members 
Mstep: Class 45 contains 142971 members 
Mstep: Class 46 contains 480 members 
Mstep: Class 47 contains 4002 members 
Mstep: Class 48 contains 3152 members 
Mstep: Class 49 contains 11874 members 
Mstep: Class 50 contains 20141 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100311568.000000 Penalty: 110644.859375
Iteration 179Q: 51 clusters Score -1.003116e+08 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 7246 members 
Mstep: Class 2 contains 2997 members 
Mstep: Class 3 contains 13827 members 
Mstep: Class 4 contains 2396 members 
Mstep: Class 5 contains 1915 members 
Mstep: Class 6 contains 2020 members 
Mstep: Class 7 contains 74492 members 
Mstep: Class 8 contains 11234 members 
Mstep: Class 9 contains 44699 members 
Mstep: Class 10 contains 14226 members 
Mstep: Class 11 contains 42216 members 
Mstep: Class 12 contains 46948 members 
Mstep: Class 13 contains 31810 members 
Mstep: Class 14 contains 3261 members 
Mstep: Class 15 contains 12370 members 
Mstep: Class 16 contains 30218 members 
Mstep: Class 17 contains 15007 members 
Mstep: Class 18 contains 14054 members 
Mstep: Class 19 contains 26163 members 
Mstep: Class 20 contains 1993 members 
Mstep: Class 21 contains 13389 members 
Mstep: Class 22 contains 435 members 
Mstep: Class 23 contains 9347 members 
Mstep: Class 24 contains 8430 members 
Mstep: Class 25 contains 33869 members 
Mstep: Class 26 contains 6047 members 
Mstep: Class 27 contains 26550 members 
Mstep: Class 28 contains 25917 members 
Mstep: Class 29 contains 18953 members 
Mstep: Class 30 contains 4120 members 
Mstep: Class 31 contains 17816 members 
Mstep: Class 32 contains 4813 members 
Mstep: Class 33 contains 4053 members 
Mstep: Class 34 contains 2333 members 
Mstep: Class 35 contains 5239 members 
Mstep: Class 36 contains 3537 members 
Mstep: Class 37 contains 2747 members 
Mstep: Class 38 contains 2089 members 
Mstep: Class 39 contains 1041 members 
Mstep: Class 40 contains 22190 members 
Mstep: Class 41 contains 3158 members 
Mstep: Class 42 contains 4782 members 
Mstep: Class 43 contains 12721 members 
Mstep: Class 44 contains 5313 members 
Mstep: Class 45 contains 142971 members 
Mstep: Class 46 contains 480 members 
Mstep: Class 47 contains 3999 members 
Mstep: Class 48 contains 3152 members 
Mstep: Class 49 contains 11875 members 
Mstep: Class 50 contains 20117 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100311712.000000 Penalty: 110644.859375
Iteration 180F: 51 clusters Score -1.003117e+08 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 7247 members 
Mstep: Class 2 contains 2998 members 
Mstep: Class 3 contains 13833 members 
Mstep: Class 4 contains 2397 members 
Mstep: Class 5 contains 1917 members 
Mstep: Class 6 contains 2020 members 
Mstep: Class 7 contains 74471 members 
Mstep: Class 8 contains 11218 members 
Mstep: Class 9 contains 44699 members 
Mstep: Class 10 contains 14226 members 
Mstep: Class 11 contains 42214 members 
Mstep: Class 12 contains 46945 members 
Mstep: Class 13 contains 31775 members 
Mstep: Class 14 contains 3261 members 
Mstep: Class 15 contains 12385 members 
Mstep: Class 16 contains 30226 members 
Mstep: Class 17 contains 15008 members 
Mstep: Class 18 contains 14052 members 
Mstep: Class 19 contains 26175 members 
Mstep: Class 20 contains 1993 members 
Mstep: Class 21 contains 13389 members 
Mstep: Class 22 contains 435 members 
Mstep: Class 23 contains 9392 members 
Mstep: Class 24 contains 8429 members 
Mstep: Class 25 contains 33884 members 
Mstep: Class 26 contains 6044 members 
Mstep: Class 27 contains 26550 members 
Mstep: Class 28 contains 25917 members 
Mstep: Class 29 contains 18951 members 
Mstep: Class 30 contains 4122 members 
Mstep: Class 31 contains 17816 members 
Mstep: Class 32 contains 4813 members 
Mstep: Class 33 contains 4055 members 
Mstep: Class 34 contains 2333 members 
Mstep: Class 35 contains 5242 members 
Mstep: Class 36 contains 3541 members 
Mstep: Class 37 contains 2748 members 
Mstep: Class 38 contains 2089 members 
Mstep: Class 39 contains 1041 members 
Mstep: Class 40 contains 22191 members 
Mstep: Class 41 contains 3158 members 
Mstep: Class 42 contains 4780 members 
Mstep: Class 43 contains 12719 members 
Mstep: Class 44 contains 5313 members 
Mstep: Class 45 contains 142973 members 
Mstep: Class 46 contains 480 members 
Mstep: Class 47 contains 3995 members 
Mstep: Class 48 contains 3152 members 
Mstep: Class 49 contains 11876 members 
Mstep: Class 50 contains 20087 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100311800.000000 Penalty: 110644.859375
Iteration 181Q: 51 clusters Score -1.003118e+08 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 7246 members 
Mstep: Class 2 contains 2998 members 
Mstep: Class 3 contains 13837 members 
Mstep: Class 4 contains 2397 members 
Mstep: Class 5 contains 1926 members 
Mstep: Class 6 contains 2020 members 
Mstep: Class 7 contains 74460 members 
Mstep: Class 8 contains 11207 members 
Mstep: Class 9 contains 44702 members 
Mstep: Class 10 contains 14224 members 
Mstep: Class 11 contains 42216 members 
Mstep: Class 12 contains 46942 members 
Mstep: Class 13 contains 31750 members 
Mstep: Class 14 contains 3261 members 
Mstep: Class 15 contains 12398 members 
Mstep: Class 16 contains 30238 members 
Mstep: Class 17 contains 15007 members 
Mstep: Class 18 contains 14054 members 
Mstep: Class 19 contains 26182 members 
Mstep: Class 20 contains 1993 members 
Mstep: Class 21 contains 13389 members 
Mstep: Class 22 contains 435 members 
Mstep: Class 23 contains 9416 members 
Mstep: Class 24 contains 8429 members 
Mstep: Class 25 contains 33895 members 
Mstep: Class 26 contains 6047 members 
Mstep: Class 27 contains 26550 members 
Mstep: Class 28 contains 25917 members 
Mstep: Class 29 contains 18949 members 
Mstep: Class 30 contains 4125 members 
Mstep: Class 31 contains 17816 members 
Mstep: Class 32 contains 4812 members 
Mstep: Class 33 contains 4056 members 
Mstep: Class 34 contains 2333 members 
Mstep: Class 35 contains 5242 members 
Mstep: Class 36 contains 3542 members 
Mstep: Class 37 contains 2750 members 
Mstep: Class 38 contains 2090 members 
Mstep: Class 39 contains 1041 members 
Mstep: Class 40 contains 22192 members 
Mstep: Class 41 contains 3158 members 
Mstep: Class 42 contains 4781 members 
Mstep: Class 43 contains 12719 members 
Mstep: Class 44 contains 5313 members 
Mstep: Class 45 contains 142973 members 
Mstep: Class 46 contains 480 members 
Mstep: Class 47 contains 3993 members 
Mstep: Class 48 contains 3152 members 
Mstep: Class 49 contains 11876 members 
Mstep: Class 50 contains 20046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100311928.000000 Penalty: 110644.859375
Iteration 182Q: 51 clusters Score -1.003119e+08 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 7247 members 
Mstep: Class 2 contains 2999 members 
Mstep: Class 3 contains 13842 members 
Mstep: Class 4 contains 2397 members 
Mstep: Class 5 contains 1936 members 
Mstep: Class 6 contains 2020 members 
Mstep: Class 7 contains 74446 members 
Mstep: Class 8 contains 11199 members 
Mstep: Class 9 contains 44699 members 
Mstep: Class 10 contains 14222 members 
Mstep: Class 11 contains 42214 members 
Mstep: Class 12 contains 46938 members 
Mstep: Class 13 contains 31729 members 
Mstep: Class 14 contains 3261 members 
Mstep: Class 15 contains 12406 members 
Mstep: Class 16 contains 30250 members 
Mstep: Class 17 contains 15006 members 
Mstep: Class 18 contains 14056 members 
Mstep: Class 19 contains 26188 members 
Mstep: Class 20 contains 1994 members 
Mstep: Class 21 contains 13389 members 
Mstep: Class 22 contains 435 members 
Mstep: Class 23 contains 9439 members 
Mstep: Class 24 contains 8429 members 
Mstep: Class 25 contains 33910 members 
Mstep: Class 26 contains 6049 members 
Mstep: Class 27 contains 26550 members 
Mstep: Class 28 contains 25917 members 
Mstep: Class 29 contains 18947 members 
Mstep: Class 30 contains 4128 members 
Mstep: Class 31 contains 17816 members 
Mstep: Class 32 contains 4813 members 
Mstep: Class 33 contains 4057 members 
Mstep: Class 34 contains 2333 members 
Mstep: Class 35 contains 5243 members 
Mstep: Class 36 contains 3544 members 
Mstep: Class 37 contains 2752 members 
Mstep: Class 38 contains 2090 members 
Mstep: Class 39 contains 1041 members 
Mstep: Class 40 contains 22190 members 
Mstep: Class 41 contains 3158 members 
Mstep: Class 42 contains 4778 members 
Mstep: Class 43 contains 12720 members 
Mstep: Class 44 contains 5313 members 
Mstep: Class 45 contains 142968 members 
Mstep: Class 46 contains 480 members 
Mstep: Class 47 contains 3995 members 
Mstep: Class 48 contains 3152 members 
Mstep: Class 49 contains 11875 members 
Mstep: Class 50 contains 20015 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100311936.000000 Penalty: 110644.859375
Iteration 183Q: 51 clusters Score -1.003119e+08 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 7246 members 
Mstep: Class 2 contains 3001 members 
Mstep: Class 3 contains 13845 members 
Mstep: Class 4 contains 2397 members 
Mstep: Class 5 contains 1951 members 
Mstep: Class 6 contains 2020 members 
Mstep: Class 7 contains 74438 members 
Mstep: Class 8 contains 11190 members 
Mstep: Class 9 contains 44701 members 
Mstep: Class 10 contains 14217 members 
Mstep: Class 11 contains 42214 members 
Mstep: Class 12 contains 46934 members 
Mstep: Class 13 contains 31714 members 
Mstep: Class 14 contains 3261 members 
Mstep: Class 15 contains 12406 members 
Mstep: Class 16 contains 30260 members 
Mstep: Class 17 contains 15005 members 
Mstep: Class 18 contains 14055 members 
Mstep: Class 19 contains 26192 members 
Mstep: Class 20 contains 1996 members 
Mstep: Class 21 contains 13389 members 
Mstep: Class 22 contains 435 members 
Mstep: Class 23 contains 9462 members 
Mstep: Class 24 contains 8429 members 
Mstep: Class 25 contains 33920 members 
Mstep: Class 26 contains 6052 members 
Mstep: Class 27 contains 26549 members 
Mstep: Class 28 contains 25920 members 
Mstep: Class 29 contains 18947 members 
Mstep: Class 30 contains 4128 members 
Mstep: Class 31 contains 17816 members 
Mstep: Class 32 contains 4813 members 
Mstep: Class 33 contains 4057 members 
Mstep: Class 34 contains 2333 members 
Mstep: Class 35 contains 5244 members 
Mstep: Class 36 contains 3542 members 
Mstep: Class 37 contains 2752 members 
Mstep: Class 38 contains 2089 members 
Mstep: Class 39 contains 1041 members 
Mstep: Class 40 contains 22191 members 
Mstep: Class 41 contains 3159 members 
Mstep: Class 42 contains 4778 members 
Mstep: Class 43 contains 12718 members 
Mstep: Class 44 contains 5313 members 
Mstep: Class 45 contains 142965 members 
Mstep: Class 46 contains 480 members 
Mstep: Class 47 contains 3993 members 
Mstep: Class 48 contains 3152 members 
Mstep: Class 49 contains 11876 members 
Mstep: Class 50 contains 19989 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100311848.000000 Penalty: 110644.859375
Iteration 184Q: 51 clusters Score -1.003118e+08 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 7247 members 
Mstep: Class 2 contains 3001 members 
Mstep: Class 3 contains 13847 members 
Mstep: Class 4 contains 2397 members 
Mstep: Class 5 contains 1956 members 
Mstep: Class 6 contains 2020 members 
Mstep: Class 7 contains 74425 members 
Mstep: Class 8 contains 11187 members 
Mstep: Class 9 contains 44707 members 
Mstep: Class 10 contains 14216 members 
Mstep: Class 11 contains 42213 members 
Mstep: Class 12 contains 46928 members 
Mstep: Class 13 contains 31698 members 
Mstep: Class 14 contains 3261 members 
Mstep: Class 15 contains 12405 members 
Mstep: Class 16 contains 30270 members 
Mstep: Class 17 contains 15004 members 
Mstep: Class 18 contains 14055 members 
Mstep: Class 19 contains 26202 members 
Mstep: Class 20 contains 1996 members 
Mstep: Class 21 contains 13389 members 
Mstep: Class 22 contains 435 members 
Mstep: Class 23 contains 9477 members 
Mstep: Class 24 contains 8429 members 
Mstep: Class 25 contains 33930 members 
Mstep: Class 26 contains 6055 members 
Mstep: Class 27 contains 26549 members 
Mstep: Class 28 contains 25922 members 
Mstep: Class 29 contains 18947 members 
Mstep: Class 30 contains 4128 members 
Mstep: Class 31 contains 17817 members 
Mstep: Class 32 contains 4813 members 
Mstep: Class 33 contains 4057 members 
Mstep: Class 34 contains 2333 members 
Mstep: Class 35 contains 5245 members 
Mstep: Class 36 contains 3544 members 
Mstep: Class 37 contains 2751 members 
Mstep: Class 38 contains 2088 members 
Mstep: Class 39 contains 1041 members 
Mstep: Class 40 contains 22193 members 
Mstep: Class 41 contains 3160 members 
Mstep: Class 42 contains 4778 members 
Mstep: Class 43 contains 12716 members 
Mstep: Class 44 contains 5313 members 
Mstep: Class 45 contains 142960 members 
Mstep: Class 46 contains 480 members 
Mstep: Class 47 contains 3991 members 
Mstep: Class 48 contains 3152 members 
Mstep: Class 49 contains 11880 members 
Mstep: Class 50 contains 19967 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100311888.000000 Penalty: 110644.859375
Iteration 185Q: 51 clusters Score -1.003119e+08 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 7246 members 
Mstep: Class 2 contains 3001 members 
Mstep: Class 3 contains 13848 members 
Mstep: Class 4 contains 2396 members 
Mstep: Class 5 contains 1960 members 
Mstep: Class 6 contains 2020 members 
Mstep: Class 7 contains 74408 members 
Mstep: Class 8 contains 11183 members 
Mstep: Class 9 contains 44710 members 
Mstep: Class 10 contains 14214 members 
Mstep: Class 11 contains 42212 members 
Mstep: Class 12 contains 46923 members 
Mstep: Class 13 contains 31692 members 
Mstep: Class 14 contains 3261 members 
Mstep: Class 15 contains 12409 members 
Mstep: Class 16 contains 30273 members 
Mstep: Class 17 contains 14997 members 
Mstep: Class 18 contains 14055 members 
Mstep: Class 19 contains 26211 members 
Mstep: Class 20 contains 1996 members 
Mstep: Class 21 contains 13389 members 
Mstep: Class 22 contains 435 members 
Mstep: Class 23 contains 9488 members 
Mstep: Class 24 contains 8430 members 
Mstep: Class 25 contains 33940 members 
Mstep: Class 26 contains 6056 members 
Mstep: Class 27 contains 26549 members 
Mstep: Class 28 contains 25926 members 
Mstep: Class 29 contains 18947 members 
Mstep: Class 30 contains 4127 members 
Mstep: Class 31 contains 17815 members 
Mstep: Class 32 contains 4813 members 
Mstep: Class 33 contains 4057 members 
Mstep: Class 34 contains 2333 members 
Mstep: Class 35 contains 5247 members 
Mstep: Class 36 contains 3547 members 
Mstep: Class 37 contains 2752 members 
Mstep: Class 38 contains 2088 members 
Mstep: Class 39 contains 1041 members 
Mstep: Class 40 contains 22193 members 
Mstep: Class 41 contains 3165 members 
Mstep: Class 42 contains 4780 members 
Mstep: Class 43 contains 12716 members 
Mstep: Class 44 contains 5313 members 
Mstep: Class 45 contains 142952 members 
Mstep: Class 46 contains 480 members 
Mstep: Class 47 contains 3992 members 
Mstep: Class 48 contains 3152 members 
Mstep: Class 49 contains 11881 members 
Mstep: Class 50 contains 19956 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100311960.000000 Penalty: 110644.859375
Iteration 186Q: 51 clusters Score -1.00312e+08 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 7241 members 
Mstep: Class 2 contains 3002 members 
Mstep: Class 3 contains 13851 members 
Mstep: Class 4 contains 2396 members 
Mstep: Class 5 contains 1964 members 
Mstep: Class 6 contains 2020 members 
Mstep: Class 7 contains 74393 members 
Mstep: Class 8 contains 11181 members 
Mstep: Class 9 contains 44713 members 
Mstep: Class 10 contains 14213 members 
Mstep: Class 11 contains 42213 members 
Mstep: Class 12 contains 46920 members 
Mstep: Class 13 contains 31680 members 
Mstep: Class 14 contains 3261 members 
Mstep: Class 15 contains 12407 members 
Mstep: Class 16 contains 30273 members 
Mstep: Class 17 contains 14992 members 
Mstep: Class 18 contains 14055 members 
Mstep: Class 19 contains 26214 members 
Mstep: Class 20 contains 1996 members 
Mstep: Class 21 contains 13389 members 
Mstep: Class 22 contains 435 members 
Mstep: Class 23 contains 9499 members 
Mstep: Class 24 contains 8430 members 
Mstep: Class 25 contains 33950 members 
Mstep: Class 26 contains 6055 members 
Mstep: Class 27 contains 26547 members 
Mstep: Class 28 contains 25927 members 
Mstep: Class 29 contains 18947 members 
Mstep: Class 30 contains 4127 members 
Mstep: Class 31 contains 17815 members 
Mstep: Class 32 contains 4813 members 
Mstep: Class 33 contains 4057 members 
Mstep: Class 34 contains 2333 members 
Mstep: Class 35 contains 5248 members 
Mstep: Class 36 contains 3550 members 
Mstep: Class 37 contains 2752 members 
Mstep: Class 38 contains 2088 members 
Mstep: Class 39 contains 1041 members 
Mstep: Class 40 contains 22195 members 
Mstep: Class 41 contains 3169 members 
Mstep: Class 42 contains 4778 members 
Mstep: Class 43 contains 12719 members 
Mstep: Class 44 contains 5313 members 
Mstep: Class 45 contains 142949 members 
Mstep: Class 46 contains 480 members 
Mstep: Class 47 contains 3993 members 
Mstep: Class 48 contains 3152 members 
Mstep: Class 49 contains 11885 members 
Mstep: Class 50 contains 19954 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100311944.000000 Penalty: 110644.859375
Iteration 187Q: 51 clusters Score -1.003119e+08 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 7236 members 
Mstep: Class 2 contains 3002 members 
Mstep: Class 3 contains 13851 members 
Mstep: Class 4 contains 2396 members 
Mstep: Class 5 contains 1968 members 
Mstep: Class 6 contains 2020 members 
Mstep: Class 7 contains 74376 members 
Mstep: Class 8 contains 11176 members 
Mstep: Class 9 contains 44722 members 
Mstep: Class 10 contains 14213 members 
Mstep: Class 11 contains 42212 members 
Mstep: Class 12 contains 46919 members 
Mstep: Class 13 contains 31667 members 
Mstep: Class 14 contains 3261 members 
Mstep: Class 15 contains 12407 members 
Mstep: Class 16 contains 30278 members 
Mstep: Class 17 contains 14990 members 
Mstep: Class 18 contains 14056 members 
Mstep: Class 19 contains 26217 members 
Mstep: Class 20 contains 1996 members 
Mstep: Class 21 contains 13389 members 
Mstep: Class 22 contains 435 members 
Mstep: Class 23 contains 9512 members 
Mstep: Class 24 contains 8429 members 
Mstep: Class 25 contains 33965 members 
Mstep: Class 26 contains 6058 members 
Mstep: Class 27 contains 26547 members 
Mstep: Class 28 contains 25927 members 
Mstep: Class 29 contains 18947 members 
Mstep: Class 30 contains 4127 members 
Mstep: Class 31 contains 17813 members 
Mstep: Class 32 contains 4814 members 
Mstep: Class 33 contains 4057 members 
Mstep: Class 34 contains 2333 members 
Mstep: Class 35 contains 5249 members 
Mstep: Class 36 contains 3551 members 
Mstep: Class 37 contains 2753 members 
Mstep: Class 38 contains 2088 members 
Mstep: Class 39 contains 1041 members 
Mstep: Class 40 contains 22194 members 
Mstep: Class 41 contains 3171 members 
Mstep: Class 42 contains 4774 members 
Mstep: Class 43 contains 12719 members 
Mstep: Class 44 contains 5313 members 
Mstep: Class 45 contains 142947 members 
Mstep: Class 46 contains 480 members 
Mstep: Class 47 contains 3994 members 
Mstep: Class 48 contains 3152 members 
Mstep: Class 49 contains 11887 members 
Mstep: Class 50 contains 19946 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100311960.000000 Penalty: 110644.859375
Iteration 188Q: 51 clusters Score -1.00312e+08 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 7235 members 
Mstep: Class 2 contains 3002 members 
Mstep: Class 3 contains 13855 members 
Mstep: Class 4 contains 2396 members 
Mstep: Class 5 contains 1975 members 
Mstep: Class 6 contains 2020 members 
Mstep: Class 7 contains 74364 members 
Mstep: Class 8 contains 11168 members 
Mstep: Class 9 contains 44722 members 
Mstep: Class 10 contains 14213 members 
Mstep: Class 11 contains 42210 members 
Mstep: Class 12 contains 46919 members 
Mstep: Class 13 contains 31660 members 
Mstep: Class 14 contains 3261 members 
Mstep: Class 15 contains 12400 members 
Mstep: Class 16 contains 30286 members 
Mstep: Class 17 contains 14990 members 
Mstep: Class 18 contains 14057 members 
Mstep: Class 19 contains 26222 members 
Mstep: Class 20 contains 1997 members 
Mstep: Class 21 contains 13389 members 
Mstep: Class 22 contains 435 members 
Mstep: Class 23 contains 9518 members 
Mstep: Class 24 contains 8429 members 
Mstep: Class 25 contains 33976 members 
Mstep: Class 26 contains 6062 members 
Mstep: Class 27 contains 26548 members 
Mstep: Class 28 contains 25926 members 
Mstep: Class 29 contains 18949 members 
Mstep: Class 30 contains 4128 members 
Mstep: Class 31 contains 17812 members 
Mstep: Class 32 contains 4814 members 
Mstep: Class 33 contains 4058 members 
Mstep: Class 34 contains 2333 members 
Mstep: Class 35 contains 5249 members 
Mstep: Class 36 contains 3551 members 
Mstep: Class 37 contains 2753 members 
Mstep: Class 38 contains 2088 members 
Mstep: Class 39 contains 1041 members 
Mstep: Class 40 contains 22192 members 
Mstep: Class 41 contains 3171 members 
Mstep: Class 42 contains 4769 members 
Mstep: Class 43 contains 12717 members 
Mstep: Class 44 contains 5313 members 
Mstep: Class 45 contains 142944 members 
Mstep: Class 46 contains 480 members 
Mstep: Class 47 contains 3994 members 
Mstep: Class 48 contains 3152 members 
Mstep: Class 49 contains 11889 members 
Mstep: Class 50 contains 19943 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100311888.000000 Penalty: 110644.859375
Iteration 189Q: 51 clusters Score -1.003119e+08 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 7235 members 
Mstep: Class 2 contains 3002 members 
Mstep: Class 3 contains 13861 members 
Mstep: Class 4 contains 2396 members 
Mstep: Class 5 contains 1983 members 
Mstep: Class 6 contains 2020 members 
Mstep: Class 7 contains 74359 members 
Mstep: Class 8 contains 11162 members 
Mstep: Class 9 contains 44716 members 
Mstep: Class 10 contains 14213 members 
Mstep: Class 11 contains 42210 members 
Mstep: Class 12 contains 46918 members 
Mstep: Class 13 contains 31652 members 
Mstep: Class 14 contains 3260 members 
Mstep: Class 15 contains 12395 members 
Mstep: Class 16 contains 30290 members 
Mstep: Class 17 contains 14990 members 
Mstep: Class 18 contains 14056 members 
Mstep: Class 19 contains 26224 members 
Mstep: Class 20 contains 1999 members 
Mstep: Class 21 contains 13389 members 
Mstep: Class 22 contains 435 members 
Mstep: Class 23 contains 9525 members 
Mstep: Class 24 contains 8429 members 
Mstep: Class 25 contains 33984 members 
Mstep: Class 26 contains 6066 members 
Mstep: Class 27 contains 26548 members 
Mstep: Class 28 contains 25926 members 
Mstep: Class 29 contains 18950 members 
Mstep: Class 30 contains 4129 members 
Mstep: Class 31 contains 17811 members 
Mstep: Class 32 contains 4814 members 
Mstep: Class 33 contains 4059 members 
Mstep: Class 34 contains 2333 members 
Mstep: Class 35 contains 5249 members 
Mstep: Class 36 contains 3551 members 
Mstep: Class 37 contains 2753 members 
Mstep: Class 38 contains 2089 members 
Mstep: Class 39 contains 1041 members 
Mstep: Class 40 contains 22190 members 
Mstep: Class 41 contains 3171 members 
Mstep: Class 42 contains 4766 members 
Mstep: Class 43 contains 12715 members 
Mstep: Class 44 contains 5312 members 
Mstep: Class 45 contains 142943 members 
Mstep: Class 46 contains 480 members 
Mstep: Class 47 contains 3991 members 
Mstep: Class 48 contains 3152 members 
Mstep: Class 49 contains 11890 members 
Mstep: Class 50 contains 19943 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100311936.000000 Penalty: 110644.859375
Iteration 190Q: 51 clusters Score -1.003119e+08 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 7232 members 
Mstep: Class 2 contains 3002 members 
Mstep: Class 3 contains 13860 members 
Mstep: Class 4 contains 2396 members 
Mstep: Class 5 contains 1991 members 
Mstep: Class 6 contains 2020 members 
Mstep: Class 7 contains 74358 members 
Mstep: Class 8 contains 11155 members 
Mstep: Class 9 contains 44714 members 
Mstep: Class 10 contains 14213 members 
Mstep: Class 11 contains 42212 members 
Mstep: Class 12 contains 46914 members 
Mstep: Class 13 contains 31651 members 
Mstep: Class 14 contains 3261 members 
Mstep: Class 15 contains 12397 members 
Mstep: Class 16 contains 30291 members 
Mstep: Class 17 contains 14990 members 
Mstep: Class 18 contains 14055 members 
Mstep: Class 19 contains 26228 members 
Mstep: Class 20 contains 2000 members 
Mstep: Class 21 contains 13389 members 
Mstep: Class 22 contains 435 members 
Mstep: Class 23 contains 9527 members 
Mstep: Class 24 contains 8429 members 
Mstep: Class 25 contains 33991 members 
Mstep: Class 26 contains 6070 members 
Mstep: Class 27 contains 26547 members 
Mstep: Class 28 contains 25926 members 
Mstep: Class 29 contains 18951 members 
Mstep: Class 30 contains 4133 members 
Mstep: Class 31 contains 17812 members 
Mstep: Class 32 contains 4814 members 
Mstep: Class 33 contains 4059 members 
Mstep: Class 34 contains 2333 members 
Mstep: Class 35 contains 5249 members 
Mstep: Class 36 contains 3551 members 
Mstep: Class 37 contains 2753 members 
Mstep: Class 38 contains 2088 members 
Mstep: Class 39 contains 1041 members 
Mstep: Class 40 contains 22192 members 
Mstep: Class 41 contains 3171 members 
Mstep: Class 42 contains 4765 members 
Mstep: Class 43 contains 12714 members 
Mstep: Class 44 contains 5311 members 
Mstep: Class 45 contains 142936 members 
Mstep: Class 46 contains 480 members 
Mstep: Class 47 contains 3992 members 
Mstep: Class 48 contains 3152 members 
Mstep: Class 49 contains 11890 members 
Mstep: Class 50 contains 19934 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100311896.000000 Penalty: 110644.859375
Iteration 191Q: 51 clusters Score -1.003119e+08 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 7232 members 
Mstep: Class 2 contains 3001 members 
Mstep: Class 3 contains 13864 members 
Mstep: Class 4 contains 2396 members 
Mstep: Class 5 contains 2003 members 
Mstep: Class 6 contains 2020 members 
Mstep: Class 7 contains 74358 members 
Mstep: Class 8 contains 11143 members 
Mstep: Class 9 contains 44708 members 
Mstep: Class 10 contains 14215 members 
Mstep: Class 11 contains 42211 members 
Mstep: Class 12 contains 46913 members 
Mstep: Class 13 contains 31645 members 
Mstep: Class 14 contains 3263 members 
Mstep: Class 15 contains 12400 members 
Mstep: Class 16 contains 30294 members 
Mstep: Class 17 contains 14989 members 
Mstep: Class 18 contains 14055 members 
Mstep: Class 19 contains 26232 members 
Mstep: Class 20 contains 2000 members 
Mstep: Class 21 contains 13389 members 
Mstep: Class 22 contains 435 members 
Mstep: Class 23 contains 9530 members 
Mstep: Class 24 contains 8429 members 
Mstep: Class 25 contains 33998 members 
Mstep: Class 26 contains 6072 members 
Mstep: Class 27 contains 26547 members 
Mstep: Class 28 contains 25925 members 
Mstep: Class 29 contains 18951 members 
Mstep: Class 30 contains 4135 members 
Mstep: Class 31 contains 17811 members 
Mstep: Class 32 contains 4814 members 
Mstep: Class 33 contains 4060 members 
Mstep: Class 34 contains 2333 members 
Mstep: Class 35 contains 5251 members 
Mstep: Class 36 contains 3551 members 
Mstep: Class 37 contains 2753 members 
Mstep: Class 38 contains 2087 members 
Mstep: Class 39 contains 1041 members 
Mstep: Class 40 contains 22192 members 
Mstep: Class 41 contains 3171 members 
Mstep: Class 42 contains 4766 members 
Mstep: Class 43 contains 12711 members 
Mstep: Class 44 contains 5309 members 
Mstep: Class 45 contains 142931 members 
Mstep: Class 46 contains 480 members 
Mstep: Class 47 contains 3993 members 
Mstep: Class 48 contains 3152 members 
Mstep: Class 49 contains 11890 members 
Mstep: Class 50 contains 19926 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100311840.000000 Penalty: 110644.859375
Iteration 192Q: 51 clusters Score -1.003118e+08 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 7230 members 
Mstep: Class 2 contains 3001 members 
Mstep: Class 3 contains 13868 members 
Mstep: Class 4 contains 2396 members 
Mstep: Class 5 contains 2005 members 
Mstep: Class 6 contains 2020 members 
Mstep: Class 7 contains 74355 members 
Mstep: Class 8 contains 11142 members 
Mstep: Class 9 contains 44705 members 
Mstep: Class 10 contains 14215 members 
Mstep: Class 11 contains 42211 members 
Mstep: Class 12 contains 46911 members 
Mstep: Class 13 contains 31643 members 
Mstep: Class 14 contains 3264 members 
Mstep: Class 15 contains 12402 members 
Mstep: Class 16 contains 30296 members 
Mstep: Class 17 contains 14988 members 
Mstep: Class 18 contains 14055 members 
Mstep: Class 19 contains 26238 members 
Mstep: Class 20 contains 2000 members 
Mstep: Class 21 contains 13389 members 
Mstep: Class 22 contains 435 members 
Mstep: Class 23 contains 9532 members 
Mstep: Class 24 contains 8429 members 
Mstep: Class 25 contains 34003 members 
Mstep: Class 26 contains 6071 members 
Mstep: Class 27 contains 26546 members 
Mstep: Class 28 contains 25925 members 
Mstep: Class 29 contains 18951 members 
Mstep: Class 30 contains 4138 members 
Mstep: Class 31 contains 17811 members 
Mstep: Class 32 contains 4814 members 
Mstep: Class 33 contains 4060 members 
Mstep: Class 34 contains 2333 members 
Mstep: Class 35 contains 5251 members 
Mstep: Class 36 contains 3551 members 
Mstep: Class 37 contains 2753 members 
Mstep: Class 38 contains 2087 members 
Mstep: Class 39 contains 1041 members 
Mstep: Class 40 contains 22191 members 
Mstep: Class 41 contains 3171 members 
Mstep: Class 42 contains 4768 members 
Mstep: Class 43 contains 12708 members 
Mstep: Class 44 contains 5309 members 
Mstep: Class 45 contains 142926 members 
Mstep: Class 46 contains 480 members 
Mstep: Class 47 contains 3993 members 
Mstep: Class 48 contains 3152 members 
Mstep: Class 49 contains 11891 members 
Mstep: Class 50 contains 19921 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100311808.000000 Penalty: 110644.859375
Iteration 193Q: 51 clusters Score -1.003118e+08 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 7230 members 
Mstep: Class 2 contains 3002 members 
Mstep: Class 3 contains 13867 members 
Mstep: Class 4 contains 2395 members 
Mstep: Class 5 contains 2006 members 
Mstep: Class 6 contains 2020 members 
Mstep: Class 7 contains 74354 members 
Mstep: Class 8 contains 11137 members 
Mstep: Class 9 contains 44708 members 
Mstep: Class 10 contains 14215 members 
Mstep: Class 11 contains 42211 members 
Mstep: Class 12 contains 46910 members 
Mstep: Class 13 contains 31635 members 
Mstep: Class 14 contains 3265 members 
Mstep: Class 15 contains 12402 members 
Mstep: Class 16 contains 30296 members 
Mstep: Class 17 contains 14988 members 
Mstep: Class 18 contains 14055 members 
Mstep: Class 19 contains 26239 members 
Mstep: Class 20 contains 2000 members 
Mstep: Class 21 contains 13389 members 
Mstep: Class 22 contains 435 members 
Mstep: Class 23 contains 9540 members 
Mstep: Class 24 contains 8430 members 
Mstep: Class 25 contains 34010 members 
Mstep: Class 26 contains 6072 members 
Mstep: Class 27 contains 26544 members 
Mstep: Class 28 contains 25925 members 
Mstep: Class 29 contains 18948 members 
Mstep: Class 30 contains 4140 members 
Mstep: Class 31 contains 17810 members 
Mstep: Class 32 contains 4813 members 
Mstep: Class 33 contains 4061 members 
Mstep: Class 34 contains 2333 members 
Mstep: Class 35 contains 5251 members 
Mstep: Class 36 contains 3552 members 
Mstep: Class 37 contains 2753 members 
Mstep: Class 38 contains 2087 members 
Mstep: Class 39 contains 1041 members 
Mstep: Class 40 contains 22193 members 
Mstep: Class 41 contains 3171 members 
Mstep: Class 42 contains 4768 members 
Mstep: Class 43 contains 12707 members 
Mstep: Class 44 contains 5308 members 
Mstep: Class 45 contains 142924 members 
Mstep: Class 46 contains 480 members 
Mstep: Class 47 contains 3992 members 
Mstep: Class 48 contains 3152 members 
Mstep: Class 49 contains 11893 members 
Mstep: Class 50 contains 19918 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100311784.000000 Penalty: 110644.859375
Iteration 194Q: 51 clusters Score -1.003118e+08 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 7229 members 
Mstep: Class 2 contains 3002 members 
Mstep: Class 3 contains 13868 members 
Mstep: Class 4 contains 2395 members 
Mstep: Class 5 contains 2009 members 
Mstep: Class 6 contains 2020 members 
Mstep: Class 7 contains 74347 members 
Mstep: Class 8 contains 11134 members 
Mstep: Class 9 contains 44708 members 
Mstep: Class 10 contains 14215 members 
Mstep: Class 11 contains 42211 members 
Mstep: Class 12 contains 46909 members 
Mstep: Class 13 contains 31626 members 
Mstep: Class 14 contains 3265 members 
Mstep: Class 15 contains 12401 members 
Mstep: Class 16 contains 30294 members 
Mstep: Class 17 contains 14987 members 
Mstep: Class 18 contains 14055 members 
Mstep: Class 19 contains 26241 members 
Mstep: Class 20 contains 2000 members 
Mstep: Class 21 contains 13389 members 
Mstep: Class 22 contains 435 members 
Mstep: Class 23 contains 9552 members 
Mstep: Class 24 contains 8430 members 
Mstep: Class 25 contains 34018 members 
Mstep: Class 26 contains 6074 members 
Mstep: Class 27 contains 26542 members 
Mstep: Class 28 contains 25925 members 
Mstep: Class 29 contains 18946 members 
Mstep: Class 30 contains 4141 members 
Mstep: Class 31 contains 17810 members 
Mstep: Class 32 contains 4813 members 
Mstep: Class 33 contains 4062 members 
Mstep: Class 34 contains 2333 members 
Mstep: Class 35 contains 5251 members 
Mstep: Class 36 contains 3552 members 
Mstep: Class 37 contains 2753 members 
Mstep: Class 38 contains 2087 members 
Mstep: Class 39 contains 1041 members 
Mstep: Class 40 contains 22193 members 
Mstep: Class 41 contains 3171 members 
Mstep: Class 42 contains 4768 members 
Mstep: Class 43 contains 12707 members 
Mstep: Class 44 contains 5307 members 
Mstep: Class 45 contains 142926 members 
Mstep: Class 46 contains 480 members 
Mstep: Class 47 contains 3992 members 
Mstep: Class 48 contains 3152 members 
Mstep: Class 49 contains 11895 members 
Mstep: Class 50 contains 19914 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100311896.000000 Penalty: 110644.859375
Iteration 195Q: 51 clusters Score -1.003119e+08 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 7228 members 
Mstep: Class 2 contains 3002 members 
Mstep: Class 3 contains 13870 members 
Mstep: Class 4 contains 2395 members 
Mstep: Class 5 contains 2013 members 
Mstep: Class 6 contains 2020 members 
Mstep: Class 7 contains 74345 members 
Mstep: Class 8 contains 11132 members 
Mstep: Class 9 contains 44712 members 
Mstep: Class 10 contains 14215 members 
Mstep: Class 11 contains 42211 members 
Mstep: Class 12 contains 46908 members 
Mstep: Class 13 contains 31619 members 
Mstep: Class 14 contains 3265 members 
Mstep: Class 15 contains 12401 members 
Mstep: Class 16 contains 30294 members 
Mstep: Class 17 contains 14986 members 
Mstep: Class 18 contains 14055 members 
Mstep: Class 19 contains 26243 members 
Mstep: Class 20 contains 2000 members 
Mstep: Class 21 contains 13389 members 
Mstep: Class 22 contains 435 members 
Mstep: Class 23 contains 9555 members 
Mstep: Class 24 contains 8430 members 
Mstep: Class 25 contains 34023 members 
Mstep: Class 26 contains 6074 members 
Mstep: Class 27 contains 26542 members 
Mstep: Class 28 contains 25925 members 
Mstep: Class 29 contains 18944 members 
Mstep: Class 30 contains 4141 members 
Mstep: Class 31 contains 17810 members 
Mstep: Class 32 contains 4813 members 
Mstep: Class 33 contains 4061 members 
Mstep: Class 34 contains 2333 members 
Mstep: Class 35 contains 5251 members 
Mstep: Class 36 contains 3552 members 
Mstep: Class 37 contains 2753 members 
Mstep: Class 38 contains 2087 members 
Mstep: Class 39 contains 1041 members 
Mstep: Class 40 contains 22194 members 
Mstep: Class 41 contains 3171 members 
Mstep: Class 42 contains 4768 members 
Mstep: Class 43 contains 12708 members 
Mstep: Class 44 contains 5307 members 
Mstep: Class 45 contains 142925 members 
Mstep: Class 46 contains 480 members 
Mstep: Class 47 contains 3993 members 
Mstep: Class 48 contains 3152 members 
Mstep: Class 49 contains 11894 members 
Mstep: Class 50 contains 19910 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100311840.000000 Penalty: 110644.859375
Iteration 196Q: 51 clusters Score -1.003118e+08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 7227 members 
Mstep: Class 2 contains 3001 members 
Mstep: Class 3 contains 13871 members 
Mstep: Class 4 contains 2395 members 
Mstep: Class 5 contains 2014 members 
Mstep: Class 6 contains 2020 members 
Mstep: Class 7 contains 74345 members 
Mstep: Class 8 contains 11127 members 
Mstep: Class 9 contains 44714 members 
Mstep: Class 10 contains 14215 members 
Mstep: Class 11 contains 42211 members 
Mstep: Class 12 contains 46908 members 
Mstep: Class 13 contains 31616 members 
Mstep: Class 14 contains 3265 members 
Mstep: Class 15 contains 12402 members 
Mstep: Class 16 contains 30294 members 
Mstep: Class 17 contains 14985 members 
Mstep: Class 18 contains 14055 members 
Mstep: Class 19 contains 26243 members 
Mstep: Class 20 contains 2000 members 
Mstep: Class 21 contains 13389 members 
Mstep: Class 22 contains 435 members 
Mstep: Class 23 contains 9558 members 
Mstep: Class 24 contains 8430 members 
Mstep: Class 25 contains 34026 members 
Mstep: Class 26 contains 6076 members 
Mstep: Class 27 contains 26542 members 
Mstep: Class 28 contains 25925 members 
Mstep: Class 29 contains 18943 members 
Mstep: Class 30 contains 4141 members 
Mstep: Class 31 contains 17810 members 
Mstep: Class 32 contains 4813 members 
Mstep: Class 33 contains 4060 members 
Mstep: Class 34 contains 2333 members 
Mstep: Class 35 contains 5251 members 
Mstep: Class 36 contains 3552 members 
Mstep: Class 37 contains 2753 members 
Mstep: Class 38 contains 2087 members 
Mstep: Class 39 contains 1041 members 
Mstep: Class 40 contains 22194 members 
Mstep: Class 41 contains 3172 members 
Mstep: Class 42 contains 4768 members 
Mstep: Class 43 contains 12709 members 
Mstep: Class 44 contains 5307 members 
Mstep: Class 45 contains 142925 members 
Mstep: Class 46 contains 480 members 
Mstep: Class 47 contains 3993 members 
Mstep: Class 48 contains 3152 members 
Mstep: Class 49 contains 11894 members 
Mstep: Class 50 contains 19908 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100311880.000000 Penalty: 110644.859375
Iteration 197Q: 51 clusters Score -1.003119e+08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 7226 members 
Mstep: Class 2 contains 3000 members 
Mstep: Class 3 contains 13871 members 
Mstep: Class 4 contains 2395 members 
Mstep: Class 5 contains 2014 members 
Mstep: Class 6 contains 2020 members 
Mstep: Class 7 contains 74344 members 
Mstep: Class 8 contains 11127 members 
Mstep: Class 9 contains 44712 members 
Mstep: Class 10 contains 14215 members 
Mstep: Class 11 contains 42211 members 
Mstep: Class 12 contains 46908 members 
Mstep: Class 13 contains 31612 members 
Mstep: Class 14 contains 3265 members 
Mstep: Class 15 contains 12402 members 
Mstep: Class 16 contains 30296 members 
Mstep: Class 17 contains 14984 members 
Mstep: Class 18 contains 14055 members 
Mstep: Class 19 contains 26244 members 
Mstep: Class 20 contains 2000 members 
Mstep: Class 21 contains 13389 members 
Mstep: Class 22 contains 435 members 
Mstep: Class 23 contains 9560 members 
Mstep: Class 24 contains 8430 members 
Mstep: Class 25 contains 34030 members 
Mstep: Class 26 contains 6077 members 
Mstep: Class 27 contains 26542 members 
Mstep: Class 28 contains 25926 members 
Mstep: Class 29 contains 18943 members 
Mstep: Class 30 contains 4141 members 
Mstep: Class 31 contains 17811 members 
Mstep: Class 32 contains 4813 members 
Mstep: Class 33 contains 4060 members 
Mstep: Class 34 contains 2333 members 
Mstep: Class 35 contains 5252 members 
Mstep: Class 36 contains 3552 members 
Mstep: Class 37 contains 2754 members 
Mstep: Class 38 contains 2087 members 
Mstep: Class 39 contains 1041 members 
Mstep: Class 40 contains 22194 members 
Mstep: Class 41 contains 3173 members 
Mstep: Class 42 contains 4768 members 
Mstep: Class 43 contains 12709 members 
Mstep: Class 44 contains 5307 members 
Mstep: Class 45 contains 142924 members 
Mstep: Class 46 contains 480 members 
Mstep: Class 47 contains 3992 members 
Mstep: Class 48 contains 3152 members 
Mstep: Class 49 contains 11894 members 
Mstep: Class 50 contains 19905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100311840.000000 Penalty: 110644.859375
Iteration 198Q: 51 clusters Score -1.003118e+08 nChanged 31
Entering ConstructFrom: 
Score: -100311840.000000 Penalty: 110644.859375
Entering ConstructFrom: 
Trying to split cluster 1 (7227 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7227 members 
Entering Unmasked Estep 
Score: -876647.375000 Penalty: 1443.906616
	Iteration 0F: 2 clusters Score -876647.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -871206.250000 Penalty: 2887.813232
	Iteration 0F: 3 clusters Score -871206.2 nChanged 3073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -873099.000000 Penalty: 2887.813232
	Iteration 1F: 3 clusters Score -873099 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -873580.625000 Penalty: 2887.813232
	Iteration 2F: 3 clusters Score -873580.6 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -873991.187500 Penalty: 2887.813232
	Iteration 3F: 3 clusters Score -873991.2 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -874334.375000 Penalty: 2887.813232
	Iteration 4F: 3 clusters Score -874334.4 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -874618.187500 Penalty: 2887.813232
	Iteration 5F: 3 clusters Score -874618.2 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -874856.187500 Penalty: 2887.813232
	Iteration 6Q: 3 clusters Score -874856.2 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5156 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -875034.687500 Penalty: 2887.813232
	Iteration 7Q: 3 clusters Score -875034.7 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -875185.750000 Penalty: 2887.813232
	Iteration 8Q: 3 clusters Score -875185.8 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5505 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -875316.500000 Penalty: 2887.813232
	Iteration 9Q: 3 clusters Score -875316.5 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5640 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -875396.000000 Penalty: 2887.813232
	Iteration 10Q: 3 clusters Score -875396 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5752 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -875455.062500 Penalty: 2887.813232
	Iteration 11Q: 3 clusters Score -875455.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5831 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -875499.187500 Penalty: 2887.813232
	Iteration 12Q: 3 clusters Score -875499.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5919 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -875551.687500 Penalty: 2887.813232
	Iteration 13Q: 3 clusters Score -875551.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6001 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -875598.750000 Penalty: 2887.813232
	Iteration 14Q: 3 clusters Score -875598.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6071 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -875656.812500 Penalty: 2887.813232
	Iteration 15Q: 3 clusters Score -875656.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6140 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -875708.312500 Penalty: 2887.813232
	Iteration 16Q: 3 clusters Score -875708.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6199 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -875738.750000 Penalty: 2887.813232
	Iteration 17Q: 3 clusters Score -875738.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6238 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -875761.187500 Penalty: 2887.813232
	Iteration 18Q: 3 clusters Score -875761.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6281 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -875781.000000 Penalty: 2887.813232
	Iteration 19Q: 3 clusters Score -875781 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6311 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -875797.187500 Penalty: 2887.813232
	Iteration 20F: 3 clusters Score -875797.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6342 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -875813.562500 Penalty: 2887.813232
	Iteration 21Q: 3 clusters Score -875813.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6380 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -875838.312500 Penalty: 2887.813232
	Iteration 22Q: 3 clusters Score -875838.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6418 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -875870.062500 Penalty: 2887.813232
	Iteration 23Q: 3 clusters Score -875870.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6454 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -875899.812500 Penalty: 2887.813232
	Iteration 24Q: 3 clusters Score -875899.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6494 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -875930.375000 Penalty: 2887.813232
	Iteration 25Q: 3 clusters Score -875930.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6529 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -875964.062500 Penalty: 2887.813232
	Iteration 26Q: 3 clusters Score -875964.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6568 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -875991.187500 Penalty: 2887.813232
	Iteration 27Q: 3 clusters Score -875991.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6591 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -876007.312500 Penalty: 2887.813232
	Iteration 28Q: 3 clusters Score -876007.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6609 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -876024.562500 Penalty: 2887.813232
	Iteration 29Q: 3 clusters Score -876024.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6628 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -876039.625000 Penalty: 2887.813232
	Iteration 30Q: 3 clusters Score -876039.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6639 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -876046.937500 Penalty: 2887.813232
	Iteration 31Q: 3 clusters Score -876046.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6644 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -876050.062500 Penalty: 2887.813232
	Iteration 32Q: 3 clusters Score -876050.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6651 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -876054.687500 Penalty: 2887.813232
	Iteration 33Q: 3 clusters Score -876054.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6657 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -876060.687500 Penalty: 2887.813232
	Iteration 34Q: 3 clusters Score -876060.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6667 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -876064.750000 Penalty: 2887.813232
	Iteration 35Q: 3 clusters Score -876064.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6676 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -876070.937500 Penalty: 2887.813232
	Iteration 36Q: 3 clusters Score -876070.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6687 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -876078.062500 Penalty: 2887.813232
	Iteration 37Q: 3 clusters Score -876078.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6697 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -876081.062500 Penalty: 2887.813232
	Iteration 38Q: 3 clusters Score -876081.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6703 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -876087.250000 Penalty: 2887.813232
	Iteration 39Q: 3 clusters Score -876087.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6705 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -876087.562500 Penalty: 2887.813232
	Iteration 40F: 3 clusters Score -876087.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6707 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -876088.187500 Penalty: 2887.813232
	Iteration 41Q: 3 clusters Score -876088.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6706 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -876087.312500 Penalty: 2887.813232
	Iteration 42Q: 3 clusters Score -876087.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6705 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -876088.812500 Penalty: 2887.813232
	Iteration 43Q: 3 clusters Score -876088.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6704 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -876088.937500 Penalty: 2887.813232
	Iteration 44Q: 3 clusters Score -876088.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6704 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -876088.937500 Penalty: 2887.813232
	Iteration 45F: 3 clusters Score -876088.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (3000 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Entering Unmasked Estep 
Score: -362942.000000 Penalty: 1301.034790
	Iteration 0F: 2 clusters Score -362942 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -360243.875000 Penalty: 2602.069580
	Iteration 0F: 3 clusters Score -360243.9 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -360892.500000 Penalty: 2602.069580
	Iteration 1F: 3 clusters Score -360892.5 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -361021.375000 Penalty: 2602.069580
	Iteration 2F: 3 clusters Score -361021.4 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -361112.437500 Penalty: 2602.069580
	Iteration 3F: 3 clusters Score -361112.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -361168.250000 Penalty: 2602.069580
	Iteration 4Q: 3 clusters Score -361168.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -361203.218750 Penalty: 2602.069580
	Iteration 5Q: 3 clusters Score -361203.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -361233.562500 Penalty: 2602.069580
	Iteration 6Q: 3 clusters Score -361233.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -361258.906250 Penalty: 2602.069580
	Iteration 7Q: 3 clusters Score -361258.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -361282.937500 Penalty: 2602.069580
	Iteration 8Q: 3 clusters Score -361282.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -361297.062500 Penalty: 2602.069580
	Iteration 9Q: 3 clusters Score -361297.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -361311.718750 Penalty: 2602.069580
	Iteration 10Q: 3 clusters Score -361311.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -361326.718750 Penalty: 2602.069580
	Iteration 11Q: 3 clusters Score -361326.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -361342.531250 Penalty: 2602.069580
	Iteration 12Q: 3 clusters Score -361342.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -361355.562500 Penalty: 2602.069580
	Iteration 13Q: 3 clusters Score -361355.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -361369.687500 Penalty: 2602.069580
	Iteration 14Q: 3 clusters Score -361369.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -361385.906250 Penalty: 2602.069580
	Iteration 15Q: 3 clusters Score -361385.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -361401.812500 Penalty: 2602.069580
	Iteration 16Q: 3 clusters Score -361401.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -361414.000000 Penalty: 2602.069580
	Iteration 17Q: 3 clusters Score -361414 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -361425.000000 Penalty: 2602.069580
	Iteration 18Q: 3 clusters Score -361425 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -361434.968750 Penalty: 2602.069580
	Iteration 19Q: 3 clusters Score -361435 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -361444.718750 Penalty: 2602.069580
	Iteration 20F: 3 clusters Score -361444.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -361457.687500 Penalty: 2602.069580
	Iteration 21Q: 3 clusters Score -361457.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -361468.125000 Penalty: 2602.069580
	Iteration 22Q: 3 clusters Score -361468.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -361476.531250 Penalty: 2602.069580
	Iteration 23Q: 3 clusters Score -361476.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -361482.343750 Penalty: 2602.069580
	Iteration 24Q: 3 clusters Score -361482.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -361486.062500 Penalty: 2602.069580
	Iteration 25Q: 3 clusters Score -361486.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -361489.375000 Penalty: 2602.069580
	Iteration 26Q: 3 clusters Score -361489.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -361491.937500 Penalty: 2602.069580
	Iteration 27Q: 3 clusters Score -361491.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -361494.468750 Penalty: 2602.069580
	Iteration 28Q: 3 clusters Score -361494.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -361497.156250 Penalty: 2602.069580
	Iteration 29Q: 3 clusters Score -361497.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -361502.156250 Penalty: 2602.069580
	Iteration 30Q: 3 clusters Score -361502.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -361508.750000 Penalty: 2602.069580
	Iteration 31Q: 3 clusters Score -361508.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -361511.812500 Penalty: 2602.069580
	Iteration 32Q: 3 clusters Score -361511.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -361514.031250 Penalty: 2602.069580
	Iteration 33Q: 3 clusters Score -361514 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -361515.187500 Penalty: 2602.069580
	Iteration 34Q: 3 clusters Score -361515.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -361515.312500 Penalty: 2602.069580
	Iteration 35Q: 3 clusters Score -361515.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -361516.156250 Penalty: 2602.069580
	Iteration 36Q: 3 clusters Score -361516.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -361516.343750 Penalty: 2602.069580
	Iteration 37Q: 3 clusters Score -361516.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -361517.000000 Penalty: 2602.069580
	Iteration 38Q: 3 clusters Score -361517 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -361517.625000 Penalty: 2602.069580
	Iteration 39Q: 3 clusters Score -361517.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -361518.156250 Penalty: 2602.069580
	Iteration 40F: 3 clusters Score -361518.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -361518.062500 Penalty: 2602.069580
	Iteration 41Q: 3 clusters Score -361518.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -361518.062500 Penalty: 2602.069580
	Iteration 42F: 3 clusters Score -361518.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (13871 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13871 members 
Entering Unmasked Estep 
Score: -1610855.375000 Penalty: 1549.852783
	Iteration 0F: 2 clusters Score -1610855 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6974 members 
Mstep: Class 2 contains 6897 members 
Entering Unmasked Estep 
Score: -1601268.875000 Penalty: 3099.705566
	Iteration 0F: 3 clusters Score -1601269 nChanged 6091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7115 members 
Mstep: Class 2 contains 6756 members 
Entering Unmasked Estep 
Score: -1604828.500000 Penalty: 3099.705566
	Iteration 1F: 3 clusters Score -1604828 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7136 members 
Mstep: Class 2 contains 6735 members 
Entering Unmasked Estep 
Score: -1605375.750000 Penalty: 3099.705566
	Iteration 2F: 3 clusters Score -1605376 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7192 members 
Mstep: Class 2 contains 6679 members 
Entering Unmasked Estep 
Score: -1605993.750000 Penalty: 3099.705566
	Iteration 3F: 3 clusters Score -1605994 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7308 members 
Mstep: Class 2 contains 6563 members 
Entering Unmasked Estep 
Score: -1606635.500000 Penalty: 3099.705566
	Iteration 4F: 3 clusters Score -1606636 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7368 members 
Mstep: Class 2 contains 6503 members 
Entering Unmasked Estep 
Score: -1607131.125000 Penalty: 3099.705566
	Iteration 5F: 3 clusters Score -1607131 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7427 members 
Mstep: Class 2 contains 6444 members 
Entering Unmasked Estep 
Score: -1607517.625000 Penalty: 3099.705566
	Iteration 6F: 3 clusters Score -1607518 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7434 members 
Mstep: Class 2 contains 6437 members 
Entering Unmasked Estep 
Score: -1607775.375000 Penalty: 3099.705566
	Iteration 7Q: 3 clusters Score -1607775 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7420 members 
Mstep: Class 2 contains 6451 members 
Entering Unmasked Estep 
Score: -1607958.250000 Penalty: 3099.705566
	Iteration 8Q: 3 clusters Score -1607958 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7419 members 
Mstep: Class 2 contains 6452 members 
Entering Unmasked Estep 
Score: -1608110.125000 Penalty: 3099.705566
	Iteration 9Q: 3 clusters Score -1608110 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7412 members 
Mstep: Class 2 contains 6459 members 
Entering Unmasked Estep 
Score: -1608211.750000 Penalty: 3099.705566
	Iteration 10Q: 3 clusters Score -1608212 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7405 members 
Mstep: Class 2 contains 6466 members 
Entering Unmasked Estep 
Score: -1608289.500000 Penalty: 3099.705566
	Iteration 11Q: 3 clusters Score -1608290 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7396 members 
Mstep: Class 2 contains 6475 members 
Entering Unmasked Estep 
Score: -1608337.250000 Penalty: 3099.705566
	Iteration 12Q: 3 clusters Score -1608337 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7374 members 
Mstep: Class 2 contains 6497 members 
Entering Unmasked Estep 
Score: -1608367.875000 Penalty: 3099.705566
	Iteration 13Q: 3 clusters Score -1608368 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7378 members 
Mstep: Class 2 contains 6493 members 
Entering Unmasked Estep 
Score: -1608399.125000 Penalty: 3099.705566
	Iteration 14Q: 3 clusters Score -1608399 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7377 members 
Mstep: Class 2 contains 6494 members 
Entering Unmasked Estep 
Score: -1608412.500000 Penalty: 3099.705566
	Iteration 15Q: 3 clusters Score -1608412 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7370 members 
Mstep: Class 2 contains 6501 members 
Entering Unmasked Estep 
Score: -1608420.125000 Penalty: 3099.705566
	Iteration 16Q: 3 clusters Score -1608420 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7364 members 
Mstep: Class 2 contains 6507 members 
Entering Unmasked Estep 
Score: -1608436.250000 Penalty: 3099.705566
	Iteration 17Q: 3 clusters Score -1608436 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7361 members 
Mstep: Class 2 contains 6510 members 
Entering Unmasked Estep 
Score: -1608443.750000 Penalty: 3099.705566
	Iteration 18Q: 3 clusters Score -1608444 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7361 members 
Mstep: Class 2 contains 6510 members 
Entering Unmasked Estep 
Score: -1608449.250000 Penalty: 3099.705566
	Iteration 19Q: 3 clusters Score -1608449 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7357 members 
Mstep: Class 2 contains 6514 members 
Entering Unmasked Estep 
Score: -1608456.750000 Penalty: 3099.705566
	Iteration 20F: 3 clusters Score -1608457 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7349 members 
Mstep: Class 2 contains 6522 members 
Entering Unmasked Estep 
Score: -1608469.875000 Penalty: 3099.705566
	Iteration 21Q: 3 clusters Score -1608470 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7337 members 
Mstep: Class 2 contains 6534 members 
Entering Unmasked Estep 
Score: -1608477.000000 Penalty: 3099.705566
	Iteration 22Q: 3 clusters Score -1608477 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7304 members 
Mstep: Class 2 contains 6567 members 
Entering Unmasked Estep 
Score: -1608486.500000 Penalty: 3099.705566
	Iteration 23Q: 3 clusters Score -1608486 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7278 members 
Mstep: Class 2 contains 6593 members 
Entering Unmasked Estep 
Score: -1608495.375000 Penalty: 3099.705566
	Iteration 24Q: 3 clusters Score -1608495 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7243 members 
Mstep: Class 2 contains 6628 members 
Entering Unmasked Estep 
Score: -1608512.125000 Penalty: 3099.705566
	Iteration 25Q: 3 clusters Score -1608512 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7218 members 
Mstep: Class 2 contains 6653 members 
Entering Unmasked Estep 
Score: -1608518.500000 Penalty: 3099.705566
	Iteration 26Q: 3 clusters Score -1608518 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7177 members 
Mstep: Class 2 contains 6694 members 
Entering Unmasked Estep 
Score: -1608525.000000 Penalty: 3099.705566
	Iteration 27Q: 3 clusters Score -1608525 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7149 members 
Mstep: Class 2 contains 6722 members 
Entering Unmasked Estep 
Score: -1608529.500000 Penalty: 3099.705566
	Iteration 28Q: 3 clusters Score -1608530 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7118 members 
Mstep: Class 2 contains 6753 members 
Entering Unmasked Estep 
Score: -1608531.250000 Penalty: 3099.705566
	Iteration 29Q: 3 clusters Score -1608531 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7082 members 
Mstep: Class 2 contains 6789 members 
Entering Unmasked Estep 
Score: -1608534.375000 Penalty: 3099.705566
	Iteration 30Q: 3 clusters Score -1608534 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7046 members 
Mstep: Class 2 contains 6825 members 
Entering Unmasked Estep 
Score: -1608537.750000 Penalty: 3099.705566
	Iteration 31Q: 3 clusters Score -1608538 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7019 members 
Mstep: Class 2 contains 6852 members 
Entering Unmasked Estep 
Score: -1608544.500000 Penalty: 3099.705566
	Iteration 32Q: 3 clusters Score -1608544 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6992 members 
Mstep: Class 2 contains 6879 members 
Entering Unmasked Estep 
Score: -1608551.625000 Penalty: 3099.705566
	Iteration 33Q: 3 clusters Score -1608552 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6965 members 
Mstep: Class 2 contains 6906 members 
Entering Unmasked Estep 
Score: -1608557.625000 Penalty: 3099.705566
	Iteration 34Q: 3 clusters Score -1608558 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6947 members 
Mstep: Class 2 contains 6924 members 
Entering Unmasked Estep 
Score: -1608556.625000 Penalty: 3099.705566
	Iteration 35Q: 3 clusters Score -1608557 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6921 members 
Mstep: Class 2 contains 6950 members 
Entering Unmasked Estep 
Score: -1608557.375000 Penalty: 3099.705566
	Iteration 36Q: 3 clusters Score -1608557 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6900 members 
Mstep: Class 2 contains 6971 members 
Entering Unmasked Estep 
Score: -1608561.500000 Penalty: 3099.705566
	Iteration 37Q: 3 clusters Score -1608562 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6879 members 
Mstep: Class 2 contains 6992 members 
Entering Unmasked Estep 
Score: -1608564.125000 Penalty: 3099.705566
	Iteration 38Q: 3 clusters Score -1608564 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6849 members 
Mstep: Class 2 contains 7022 members 
Entering Unmasked Estep 
Score: -1608575.750000 Penalty: 3099.705566
	Iteration 39Q: 3 clusters Score -1608576 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6815 members 
Mstep: Class 2 contains 7056 members 
Entering Unmasked Estep 
Score: -1608576.625000 Penalty: 3099.705566
	Iteration 40F: 3 clusters Score -1608577 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6778 members 
Mstep: Class 2 contains 7093 members 
Entering Unmasked Estep 
Score: -1608586.500000 Penalty: 3099.705566
	Iteration 41Q: 3 clusters Score -1608586 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6720 members 
Mstep: Class 2 contains 7151 members 
Entering Unmasked Estep 
Score: -1608595.125000 Penalty: 3099.705566
	Iteration 42Q: 3 clusters Score -1608595 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 7217 members 
Entering Unmasked Estep 
Score: -1608608.500000 Penalty: 3099.705566
	Iteration 43Q: 3 clusters Score -1608608 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6579 members 
Mstep: Class 2 contains 7292 members 
Entering Unmasked Estep 
Score: -1608625.125000 Penalty: 3099.705566
	Iteration 44Q: 3 clusters Score -1608625 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6496 members 
Mstep: Class 2 contains 7375 members 
Entering Unmasked Estep 
Score: -1608640.250000 Penalty: 3099.705566
	Iteration 45Q: 3 clusters Score -1608640 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6405 members 
Mstep: Class 2 contains 7466 members 
Entering Unmasked Estep 
Score: -1608664.000000 Penalty: 3099.705566
	Iteration 46Q: 3 clusters Score -1608664 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6306 members 
Mstep: Class 2 contains 7565 members 
Entering Unmasked Estep 
Score: -1608687.750000 Penalty: 3099.705566
	Iteration 47Q: 3 clusters Score -1608688 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6202 members 
Mstep: Class 2 contains 7669 members 
Entering Unmasked Estep 
Score: -1608713.875000 Penalty: 3099.705566
	Iteration 48Q: 3 clusters Score -1608714 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6088 members 
Mstep: Class 2 contains 7783 members 
Entering Unmasked Estep 
Score: -1608739.125000 Penalty: 3099.705566
	Iteration 49Q: 3 clusters Score -1608739 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5985 members 
Mstep: Class 2 contains 7886 members 
Entering Unmasked Estep 
Score: -1608759.250000 Penalty: 3099.705566
	Iteration 50Q: 3 clusters Score -1608759 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5891 members 
Mstep: Class 2 contains 7980 members 
Entering Unmasked Estep 
Score: -1608774.125000 Penalty: 3099.705566
	Iteration 51Q: 3 clusters Score -1608774 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5797 members 
Mstep: Class 2 contains 8074 members 
Entering Unmasked Estep 
Score: -1608794.625000 Penalty: 3099.705566
	Iteration 52Q: 3 clusters Score -1608795 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 8182 members 
Entering Unmasked Estep 
Score: -1608819.625000 Penalty: 3099.705566
	Iteration 53Q: 3 clusters Score -1608820 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5554 members 
Mstep: Class 2 contains 8317 members 
Entering Unmasked Estep 
Score: -1608855.750000 Penalty: 3099.705566
	Iteration 54Q: 3 clusters Score -1608856 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5395 members 
Mstep: Class 2 contains 8476 members 
Entering Unmasked Estep 
Score: -1608909.375000 Penalty: 3099.705566
	Iteration 55Q: 3 clusters Score -1608909 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5213 members 
Mstep: Class 2 contains 8658 members 
Entering Unmasked Estep 
Score: -1608952.125000 Penalty: 3099.705566
	Iteration 56Q: 3 clusters Score -1608952 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 8832 members 
Entering Unmasked Estep 
Score: -1609007.000000 Penalty: 3099.705566
	Iteration 57Q: 3 clusters Score -1609007 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 9018 members 
Entering Unmasked Estep 
Score: -1609063.625000 Penalty: 3099.705566
	Iteration 58Q: 3 clusters Score -1609064 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 9193 members 
Entering Unmasked Estep 
Score: -1609119.000000 Penalty: 3099.705566
	Iteration 59Q: 3 clusters Score -1609119 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 9369 members 
Entering Unmasked Estep 
Score: -1609183.125000 Penalty: 3099.705566
	Iteration 60F: 3 clusters Score -1609183 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 9539 members 
Entering Unmasked Estep 
Score: -1609227.625000 Penalty: 3099.705566
	Iteration 61Q: 3 clusters Score -1609228 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 9703 members 
Entering Unmasked Estep 
Score: -1609277.125000 Penalty: 3099.705566
	Iteration 62Q: 3 clusters Score -1609277 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 9865 members 
Entering Unmasked Estep 
Score: -1609333.375000 Penalty: 3099.705566
	Iteration 63Q: 3 clusters Score -1609333 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 10021 members 
Entering Unmasked Estep 
Score: -1609384.875000 Penalty: 3099.705566
	Iteration 64Q: 3 clusters Score -1609385 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 10193 members 
Entering Unmasked Estep 
Score: -1609452.250000 Penalty: 3099.705566
	Iteration 65Q: 3 clusters Score -1609452 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 10350 members 
Entering Unmasked Estep 
Score: -1609504.250000 Penalty: 3099.705566
	Iteration 66Q: 3 clusters Score -1609504 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 10495 members 
Entering Unmasked Estep 
Score: -1609553.000000 Penalty: 3099.705566
	Iteration 67Q: 3 clusters Score -1609553 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 10648 members 
Entering Unmasked Estep 
Score: -1609619.375000 Penalty: 3099.705566
	Iteration 68Q: 3 clusters Score -1609619 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 10781 members 
Entering Unmasked Estep 
Score: -1609669.500000 Penalty: 3099.705566
	Iteration 69Q: 3 clusters Score -1609670 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 10894 members 
Entering Unmasked Estep 
Score: -1609712.500000 Penalty: 3099.705566
	Iteration 70Q: 3 clusters Score -1609712 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 11018 members 
Entering Unmasked Estep 
Score: -1609786.250000 Penalty: 3099.705566
	Iteration 71Q: 3 clusters Score -1609786 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 11155 members 
Entering Unmasked Estep 
Score: -1609864.875000 Penalty: 3099.705566
	Iteration 72Q: 3 clusters Score -1609865 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 11279 members 
Entering Unmasked Estep 
Score: -1609934.875000 Penalty: 3099.705566
	Iteration 73Q: 3 clusters Score -1609935 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 11379 members 
Entering Unmasked Estep 
Score: -1610000.875000 Penalty: 3099.705566
	Iteration 74Q: 3 clusters Score -1610001 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 11485 members 
Entering Unmasked Estep 
Score: -1610074.250000 Penalty: 3099.705566
	Iteration 75Q: 3 clusters Score -1610074 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 11566 members 
Entering Unmasked Estep 
Score: -1610128.500000 Penalty: 3099.705566
	Iteration 76Q: 3 clusters Score -1610128 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 11652 members 
Entering Unmasked Estep 
Score: -1610198.750000 Penalty: 3099.705566
	Iteration 77Q: 3 clusters Score -1610199 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 11720 members 
Entering Unmasked Estep 
Score: -1610239.125000 Penalty: 3099.705566
	Iteration 78Q: 3 clusters Score -1610239 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 11785 members 
Entering Unmasked Estep 
Score: -1610274.125000 Penalty: 3099.705566
	Iteration 79Q: 3 clusters Score -1610274 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 11829 members 
Entering Unmasked Estep 
Score: -1610299.750000 Penalty: 3099.705566
	Iteration 80F: 3 clusters Score -1610300 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 11871 members 
Entering Unmasked Estep 
Score: -1610318.875000 Penalty: 3099.705566
	Iteration 81Q: 3 clusters Score -1610319 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 11897 members 
Entering Unmasked Estep 
Score: -1610327.875000 Penalty: 3099.705566
	Iteration 82Q: 3 clusters Score -1610328 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 11913 members 
Entering Unmasked Estep 
Score: -1610331.625000 Penalty: 3099.705566
	Iteration 83Q: 3 clusters Score -1610332 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 11925 members 
Entering Unmasked Estep 
Score: -1610339.000000 Penalty: 3099.705566
	Iteration 84Q: 3 clusters Score -1610339 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 11930 members 
Entering Unmasked Estep 
Score: -1610337.625000 Penalty: 3099.705566
	Iteration 85Q: 3 clusters Score -1610338 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 11936 members 
Entering Unmasked Estep 
Score: -1610338.000000 Penalty: 3099.705566
	Iteration 86Q: 3 clusters Score -1610338 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 11940 members 
Entering Unmasked Estep 
Score: -1610339.125000 Penalty: 3099.705566
	Iteration 87Q: 3 clusters Score -1610339 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 11941 members 
Entering Unmasked Estep 
Score: -1610340.000000 Penalty: 3099.705566
	Iteration 88Q: 3 clusters Score -1610340 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 11941 members 
Entering Unmasked Estep 
Score: -1610340.000000 Penalty: 3099.705566
	Iteration 89F: 3 clusters Score -1610340 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (2395 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Entering Unmasked Estep 
Score: -285595.031250 Penalty: 1264.434937
	Iteration 0F: 2 clusters Score -285595 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -283255.906250 Penalty: 2528.869873
	Iteration 0F: 3 clusters Score -283255.9 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -283882.687500 Penalty: 2528.869873
	Iteration 1F: 3 clusters Score -283882.7 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -284125.375000 Penalty: 2528.869873
	Iteration 2F: 3 clusters Score -284125.4 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -284309.187500 Penalty: 2528.869873
	Iteration 3F: 3 clusters Score -284309.2 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -284453.937500 Penalty: 2528.869873
	Iteration 4F: 3 clusters Score -284453.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -284561.031250 Penalty: 2528.869873
	Iteration 5Q: 3 clusters Score -284561 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -284634.093750 Penalty: 2528.869873
	Iteration 6Q: 3 clusters Score -284634.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -284672.531250 Penalty: 2528.869873
	Iteration 7Q: 3 clusters Score -284672.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -284709.125000 Penalty: 2528.869873
	Iteration 8Q: 3 clusters Score -284709.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -284742.187500 Penalty: 2528.869873
	Iteration 9Q: 3 clusters Score -284742.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -284764.593750 Penalty: 2528.869873
	Iteration 10Q: 3 clusters Score -284764.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -284783.500000 Penalty: 2528.869873
	Iteration 11Q: 3 clusters Score -284783.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -284796.031250 Penalty: 2528.869873
	Iteration 12Q: 3 clusters Score -284796 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -284806.593750 Penalty: 2528.869873
	Iteration 13Q: 3 clusters Score -284806.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -284814.468750 Penalty: 2528.869873
	Iteration 14Q: 3 clusters Score -284814.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -284821.750000 Penalty: 2528.869873
	Iteration 15Q: 3 clusters Score -284821.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -284832.875000 Penalty: 2528.869873
	Iteration 16Q: 3 clusters Score -284832.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -284841.781250 Penalty: 2528.869873
	Iteration 17Q: 3 clusters Score -284841.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -284848.875000 Penalty: 2528.869873
	Iteration 18Q: 3 clusters Score -284848.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -284852.531250 Penalty: 2528.869873
	Iteration 19Q: 3 clusters Score -284852.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -284858.250000 Penalty: 2528.869873
	Iteration 20F: 3 clusters Score -284858.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -284860.000000 Penalty: 2528.869873
	Iteration 21Q: 3 clusters Score -284860 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -284861.031250 Penalty: 2528.869873
	Iteration 22Q: 3 clusters Score -284861 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -284861.187500 Penalty: 2528.869873
	Iteration 23Q: 3 clusters Score -284861.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -284862.281250 Penalty: 2528.869873
	Iteration 24Q: 3 clusters Score -284862.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -284863.500000 Penalty: 2528.869873
	Iteration 25Q: 3 clusters Score -284863.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -284864.187500 Penalty: 2528.869873
	Iteration 26Q: 3 clusters Score -284864.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -284865.593750 Penalty: 2528.869873
	Iteration 27Q: 3 clusters Score -284865.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -284867.968750 Penalty: 2528.869873
	Iteration 28Q: 3 clusters Score -284868 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -284869.312500 Penalty: 2528.869873
	Iteration 29Q: 3 clusters Score -284869.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -284869.718750 Penalty: 2528.869873
	Iteration 30Q: 3 clusters Score -284869.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -284869.718750 Penalty: 2528.869873
	Iteration 31F: 3 clusters Score -284869.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (2014 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Entering Unmasked Estep 
Score: -252912.953125 Penalty: 1236.280151
	Iteration 0F: 2 clusters Score -252913 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -250783.078125 Penalty: 2472.560303
	Iteration 0F: 3 clusters Score -250783.1 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -251216.031250 Penalty: 2472.560303
	Iteration 1F: 3 clusters Score -251216 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -251331.531250 Penalty: 2472.560303
	Iteration 2F: 3 clusters Score -251331.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -251402.468750 Penalty: 2472.560303
	Iteration 3Q: 3 clusters Score -251402.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -251459.031250 Penalty: 2472.560303
	Iteration 4Q: 3 clusters Score -251459 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -251508.875000 Penalty: 2472.560303
	Iteration 5Q: 3 clusters Score -251508.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -251552.953125 Penalty: 2472.560303
	Iteration 6Q: 3 clusters Score -251553 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -251592.781250 Penalty: 2472.560303
	Iteration 7Q: 3 clusters Score -251592.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -251633.281250 Penalty: 2472.560303
	Iteration 8Q: 3 clusters Score -251633.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -251669.109375 Penalty: 2472.560303
	Iteration 9Q: 3 clusters Score -251669.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -251704.281250 Penalty: 2472.560303
	Iteration 10Q: 3 clusters Score -251704.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -251746.281250 Penalty: 2472.560303
	Iteration 11Q: 3 clusters Score -251746.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -251787.953125 Penalty: 2472.560303
	Iteration 12Q: 3 clusters Score -251788 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -251842.125000 Penalty: 2472.560303
	Iteration 13Q: 3 clusters Score -251842.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -251899.703125 Penalty: 2472.560303
	Iteration 14Q: 3 clusters Score -251899.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -251958.765625 Penalty: 2472.560303
	Iteration 15Q: 3 clusters Score -251958.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -252033.296875 Penalty: 2472.560303
	Iteration 16Q: 3 clusters Score -252033.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -252121.828125 Penalty: 2472.560303
	Iteration 17Q: 3 clusters Score -252121.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -252198.578125 Penalty: 2472.560303
	Iteration 18Q: 3 clusters Score -252198.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -252251.531250 Penalty: 2472.560303
	Iteration 19Q: 3 clusters Score -252251.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -252278.140625 Penalty: 2472.560303
	Iteration 20F: 3 clusters Score -252278.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -252291.906250 Penalty: 2472.560303
	Iteration 21Q: 3 clusters Score -252291.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -252297.625000 Penalty: 2472.560303
	Iteration 22Q: 3 clusters Score -252297.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -252299.421875 Penalty: 2472.560303
	Iteration 23Q: 3 clusters Score -252299.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -252302.343750 Penalty: 2472.560303
	Iteration 24Q: 3 clusters Score -252302.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -252305.062500 Penalty: 2472.560303
	Iteration 25Q: 3 clusters Score -252305.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -252305.843750 Penalty: 2472.560303
	Iteration 26Q: 3 clusters Score -252305.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -252305.843750 Penalty: 2472.560303
	Iteration 27F: 3 clusters Score -252305.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (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: -231953.703125 Penalty: 1236.763550
	Iteration 0F: 2 clusters Score -231953.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
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: -229977.156250 Penalty: 2473.527100
	Iteration 0F: 3 clusters Score -229977.2 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -230683.671875 Penalty: 2473.527100
	Iteration 1F: 3 clusters Score -230683.7 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -230950.156250 Penalty: 2473.527100
	Iteration 2F: 3 clusters Score -230950.2 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -231158.921875 Penalty: 2473.527100
	Iteration 3F: 3 clusters Score -231158.9 nChanged 143
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: -231347.093750 Penalty: 2473.527100
	Iteration 4F: 3 clusters Score -231347.1 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -231514.437500 Penalty: 2473.527100
	Iteration 5F: 3 clusters Score -231514.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -231603.671875 Penalty: 2473.527100
	Iteration 6Q: 3 clusters Score -231603.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -231705.703125 Penalty: 2473.527100
	Iteration 7Q: 3 clusters Score -231705.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -231802.218750 Penalty: 2473.527100
	Iteration 8Q: 3 clusters Score -231802.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -231845.578125 Penalty: 2473.527100
	Iteration 9Q: 3 clusters Score -231845.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -231868.921875 Penalty: 2473.527100
	Iteration 10Q: 3 clusters Score -231868.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -231883.234375 Penalty: 2473.527100
	Iteration 11Q: 3 clusters Score -231883.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -231890.843750 Penalty: 2473.527100
	Iteration 12Q: 3 clusters Score -231890.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -231894.937500 Penalty: 2473.527100
	Iteration 13Q: 3 clusters Score -231894.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -231899.687500 Penalty: 2473.527100
	Iteration 14Q: 3 clusters Score -231899.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -231904.281250 Penalty: 2473.527100
	Iteration 15Q: 3 clusters Score -231904.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -231907.500000 Penalty: 2473.527100
	Iteration 16Q: 3 clusters Score -231907.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -231910.343750 Penalty: 2473.527100
	Iteration 17Q: 3 clusters Score -231910.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -231912.203125 Penalty: 2473.527100
	Iteration 18Q: 3 clusters Score -231912.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -231912.515625 Penalty: 2473.527100
	Iteration 19Q: 3 clusters Score -231912.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -231921.718750 Penalty: 2473.527100
	Iteration 20F: 3 clusters Score -231921.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -231925.015625 Penalty: 2473.527100
	Iteration 21Q: 3 clusters Score -231925 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -231926.546875 Penalty: 2473.527100
	Iteration 22Q: 3 clusters Score -231926.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -231928.593750 Penalty: 2473.527100
	Iteration 23Q: 3 clusters Score -231928.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -231930.218750 Penalty: 2473.527100
	Iteration 24Q: 3 clusters Score -231930.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -231930.125000 Penalty: 2473.527100
	Iteration 25Q: 3 clusters Score -231930.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -231931.031250 Penalty: 2473.527100
	Iteration 26Q: 3 clusters Score -231931 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -231932.265625 Penalty: 2473.527100
	Iteration 27Q: 3 clusters Score -231932.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -231936.640625 Penalty: 2473.527100
	Iteration 28Q: 3 clusters Score -231936.6 nChanged 8
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: -231945.078125 Penalty: 2473.527100
	Iteration 29Q: 3 clusters Score -231945.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -231954.640625 Penalty: 2473.527100
	Iteration 30Q: 3 clusters Score -231954.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -231959.265625 Penalty: 2473.527100
	Iteration 31Q: 3 clusters Score -231959.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -231963.312500 Penalty: 2473.527100
	Iteration 32Q: 3 clusters Score -231963.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -231964.984375 Penalty: 2473.527100
	Iteration 33Q: 3 clusters Score -231965 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -231966.968750 Penalty: 2473.527100
	Iteration 34Q: 3 clusters Score -231967 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -231966.968750 Penalty: 2473.527100
	Iteration 35F: 3 clusters Score -231967 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 7227 members 
Mstep: Class 2 contains 3000 members 
Mstep: Class 3 contains 13871 members 
Mstep: Class 4 contains 2395 members 
Mstep: Class 5 contains 2014 members 
Mstep: Class 6 contains 1753 members 
Mstep: Class 7 contains 74343 members 
Mstep: Class 8 contains 11126 members 
Mstep: Class 9 contains 44713 members 
Mstep: Class 10 contains 14215 members 
Mstep: Class 11 contains 42210 members 
Mstep: Class 12 contains 46908 members 
Mstep: Class 13 contains 31607 members 
Mstep: Class 14 contains 3265 members 
Mstep: Class 15 contains 12402 members 
Mstep: Class 16 contains 30299 members 
Mstep: Class 17 contains 14983 members 
Mstep: Class 18 contains 14055 members 
Mstep: Class 19 contains 26247 members 
Mstep: Class 20 contains 2000 members 
Mstep: Class 21 contains 13389 members 
Mstep: Class 22 contains 435 members 
Mstep: Class 23 contains 9561 members 
Mstep: Class 24 contains 8430 members 
Mstep: Class 25 contains 34032 members 
Mstep: Class 26 contains 6077 members 
Mstep: Class 27 contains 26542 members 
Mstep: Class 28 contains 25927 members 
Mstep: Class 29 contains 18943 members 
Mstep: Class 30 contains 4141 members 
Mstep: Class 31 contains 17811 members 
Mstep: Class 32 contains 4813 members 
Mstep: Class 33 contains 4060 members 
Mstep: Class 34 contains 2333 members 
Mstep: Class 35 contains 5253 members 
Mstep: Class 36 contains 3552 members 
Mstep: Class 37 contains 2757 members 
Mstep: Class 38 contains 2087 members 
Mstep: Class 39 contains 1041 members 
Mstep: Class 40 contains 22194 members 
Mstep: Class 41 contains 3173 members 
Mstep: Class 42 contains 4768 members 
Mstep: Class 43 contains 12709 members 
Mstep: Class 44 contains 5307 members 
Mstep: Class 45 contains 142921 members 
Mstep: Class 46 contains 480 members 
Mstep: Class 47 contains 3990 members 
Mstep: Class 48 contains 3152 members 
Mstep: Class 49 contains 11895 members 
Mstep: Class 50 contains 19902 members 
Mstep: Class 51 contains 267 members 
Entering Unmasked Estep 
Score: -100310912.000000 Penalty: 112857.750000
Splitting cluster 6 changes total score from -100311840.000000 to -100310912.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (74343 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74343 members 
Entering Unmasked Estep 
Score: -9441883.000000 Penalty: 1822.672363
	Iteration 0F: 2 clusters Score -9441883 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37134 members 
Mstep: Class 2 contains 37209 members 
Entering Unmasked Estep 
Score: -9392181.000000 Penalty: 3645.344727
	Iteration 0F: 3 clusters Score -9392181 nChanged 35257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36335 members 
Mstep: Class 2 contains 38008 members 
Entering Unmasked Estep 
Score: -9412390.000000 Penalty: 3645.344727
	Iteration 1F: 3 clusters Score -9412390 nChanged 2447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35756 members 
Mstep: Class 2 contains 38587 members 
Entering Unmasked Estep 
Score: -9412957.000000 Penalty: 3645.344727
	Iteration 2Q: 3 clusters Score -9412957 nChanged 2332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34960 members 
Mstep: Class 2 contains 39383 members 
Entering Unmasked Estep 
Score: -9413474.000000 Penalty: 3645.344727
	Iteration 3Q: 3 clusters Score -9413474 nChanged 2416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33742 members 
Mstep: Class 2 contains 40601 members 
Entering Unmasked Estep 
Score: -9414146.000000 Penalty: 3645.344727
	Iteration 4Q: 3 clusters Score -9414146 nChanged 2632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31984 members 
Mstep: Class 2 contains 42359 members 
Entering Unmasked Estep 
Score: -9415059.000000 Penalty: 3645.344727
	Iteration 5Q: 3 clusters Score -9415059 nChanged 3118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29480 members 
Mstep: Class 2 contains 44863 members 
Entering Unmasked Estep 
Score: -9416549.000000 Penalty: 3645.344727
	Iteration 6Q: 3 clusters Score -9416549 nChanged 3839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26079 members 
Mstep: Class 2 contains 48264 members 
Entering Unmasked Estep 
Score: -9418739.000000 Penalty: 3645.344727
	Iteration 7F: 3 clusters Score -9418739 nChanged 4619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21818 members 
Mstep: Class 2 contains 52525 members 
Entering Unmasked Estep 
Score: -9422037.000000 Penalty: 3645.344727
	Iteration 8F: 3 clusters Score -9422037 nChanged 4925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17213 members 
Mstep: Class 2 contains 57130 members 
Entering Unmasked Estep 
Score: -9425959.000000 Penalty: 3645.344727
	Iteration 9F: 3 clusters Score -9425959 nChanged 4523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12916 members 
Mstep: Class 2 contains 61427 members 
Entering Unmasked Estep 
Score: -9429882.000000 Penalty: 3645.344727
	Iteration 10F: 3 clusters Score -9429882 nChanged 3628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9468 members 
Mstep: Class 2 contains 64875 members 
Entering Unmasked Estep 
Score: -9432926.000000 Penalty: 3645.344727
	Iteration 11Q: 3 clusters Score -9432926 nChanged 2627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6927 members 
Mstep: Class 2 contains 67416 members 
Entering Unmasked Estep 
Score: -9434997.000000 Penalty: 3645.344727
	Iteration 12Q: 3 clusters Score -9434997 nChanged 1980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 69362 members 
Entering Unmasked Estep 
Score: -9436517.000000 Penalty: 3645.344727
	Iteration 13Q: 3 clusters Score -9436517 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 70861 members 
Entering Unmasked Estep 
Score: -9437706.000000 Penalty: 3645.344727
	Iteration 14Q: 3 clusters Score -9437706 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 72012 members 
Entering Unmasked Estep 
Score: -9438616.000000 Penalty: 3645.344727
	Iteration 15Q: 3 clusters Score -9438616 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 72823 members 
Entering Unmasked Estep 
Score: -9439267.000000 Penalty: 3645.344727
	Iteration 16Q: 3 clusters Score -9439267 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 73352 members 
Entering Unmasked Estep 
Score: -9439628.000000 Penalty: 3645.344727
	Iteration 17Q: 3 clusters Score -9439628 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 73677 members 
Entering Unmasked Estep 
Score: -9439887.000000 Penalty: 3645.344727
	Iteration 18Q: 3 clusters Score -9439887 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 73833 members 
Entering Unmasked Estep 
Score: -9440018.000000 Penalty: 3645.344727
	Iteration 19Q: 3 clusters Score -9440018 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 73912 members 
Entering Unmasked Estep 
Score: -9440066.000000 Penalty: 3645.344727
	Iteration 20F: 3 clusters Score -9440066 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 73961 members 
Entering Unmasked Estep 
Score: -9440124.000000 Penalty: 3645.344727
	Iteration 21Q: 3 clusters Score -9440124 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 73993 members 
Entering Unmasked Estep 
Score: -9440166.000000 Penalty: 3645.344727
	Iteration 22Q: 3 clusters Score -9440166 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 74017 members 
Entering Unmasked Estep 
Score: -9440186.000000 Penalty: 3645.344727
	Iteration 23Q: 3 clusters Score -9440186 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 74036 members 
Entering Unmasked Estep 
Score: -9440206.000000 Penalty: 3645.344727
	Iteration 24Q: 3 clusters Score -9440206 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 74046 members 
Entering Unmasked Estep 
Score: -9440217.000000 Penalty: 3645.344727
	Iteration 25Q: 3 clusters Score -9440217 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 74052 members 
Entering Unmasked Estep 
Score: -9440218.000000 Penalty: 3645.344727
	Iteration 26Q: 3 clusters Score -9440218 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 74056 members 
Entering Unmasked Estep 
Score: -9440222.000000 Penalty: 3645.344727
	Iteration 27Q: 3 clusters Score -9440222 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 74062 members 
Entering Unmasked Estep 
Score: -9440230.000000 Penalty: 3645.344727
	Iteration 28Q: 3 clusters Score -9440230 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 74065 members 
Entering Unmasked Estep 
Score: -9440233.000000 Penalty: 3645.344727
	Iteration 29Q: 3 clusters Score -9440233 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 74072 members 
Entering Unmasked Estep 
Score: -9440245.000000 Penalty: 3645.344727
	Iteration 30Q: 3 clusters Score -9440245 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 74076 members 
Entering Unmasked Estep 
Score: -9440251.000000 Penalty: 3645.344727
	Iteration 31Q: 3 clusters Score -9440251 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 74077 members 
Entering Unmasked Estep 
Score: -9440254.000000 Penalty: 3645.344727
	Iteration 32Q: 3 clusters Score -9440254 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 74081 members 
Entering Unmasked Estep 
Score: -9440256.000000 Penalty: 3645.344727
	Iteration 33Q: 3 clusters Score -9440256 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 74085 members 
Entering Unmasked Estep 
Score: -9440257.000000 Penalty: 3645.344727
	Iteration 34Q: 3 clusters Score -9440257 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 74086 members 
Entering Unmasked Estep 
Score: -9440253.000000 Penalty: 3645.344727
	Iteration 35Q: 3 clusters Score -9440253 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 74086 members 
Entering Unmasked Estep 
Score: -9440253.000000 Penalty: 3645.344727
	Iteration 36F: 3 clusters Score -9440253 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (11126 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11126 members 
Entering Unmasked Estep 
Score: -1300883.000000 Penalty: 1514.019043
	Iteration 0F: 2 clusters Score -1300883 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5519 members 
Mstep: Class 2 contains 5607 members 
Entering Unmasked Estep 
Score: -1293002.500000 Penalty: 3028.038086
	Iteration 0F: 3 clusters Score -1293002 nChanged 4949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5428 members 
Mstep: Class 2 contains 5698 members 
Entering Unmasked Estep 
Score: -1295824.125000 Penalty: 3028.038086
	Iteration 1F: 3 clusters Score -1295824 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5301 members 
Mstep: Class 2 contains 5825 members 
Entering Unmasked Estep 
Score: -1296275.500000 Penalty: 3028.038086
	Iteration 2F: 3 clusters Score -1296276 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5166 members 
Mstep: Class 2 contains 5960 members 
Entering Unmasked Estep 
Score: -1296652.375000 Penalty: 3028.038086
	Iteration 3F: 3 clusters Score -1296652 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 6080 members 
Entering Unmasked Estep 
Score: -1297025.250000 Penalty: 3028.038086
	Iteration 4F: 3 clusters Score -1297025 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4914 members 
Mstep: Class 2 contains 6212 members 
Entering Unmasked Estep 
Score: -1297377.500000 Penalty: 3028.038086
	Iteration 5F: 3 clusters Score -1297378 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 6355 members 
Entering Unmasked Estep 
Score: -1297681.125000 Penalty: 3028.038086
	Iteration 6Q: 3 clusters Score -1297681 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 6466 members 
Entering Unmasked Estep 
Score: -1297935.625000 Penalty: 3028.038086
	Iteration 7Q: 3 clusters Score -1297936 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 6524 members 
Entering Unmasked Estep 
Score: -1298149.875000 Penalty: 3028.038086
	Iteration 8Q: 3 clusters Score -1298150 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 6550 members 
Entering Unmasked Estep 
Score: -1298314.250000 Penalty: 3028.038086
	Iteration 9Q: 3 clusters Score -1298314 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 6557 members 
Entering Unmasked Estep 
Score: -1298442.250000 Penalty: 3028.038086
	Iteration 10Q: 3 clusters Score -1298442 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 6566 members 
Entering Unmasked Estep 
Score: -1298564.250000 Penalty: 3028.038086
	Iteration 11Q: 3 clusters Score -1298564 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 6564 members 
Entering Unmasked Estep 
Score: -1298644.375000 Penalty: 3028.038086
	Iteration 12Q: 3 clusters Score -1298644 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 6564 members 
Entering Unmasked Estep 
Score: -1298703.375000 Penalty: 3028.038086
	Iteration 13Q: 3 clusters Score -1298703 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 6565 members 
Entering Unmasked Estep 
Score: -1298745.750000 Penalty: 3028.038086
	Iteration 14Q: 3 clusters Score -1298746 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 6577 members 
Entering Unmasked Estep 
Score: -1298784.250000 Penalty: 3028.038086
	Iteration 15Q: 3 clusters Score -1298784 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 6588 members 
Entering Unmasked Estep 
Score: -1298805.375000 Penalty: 3028.038086
	Iteration 16Q: 3 clusters Score -1298805 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 6600 members 
Entering Unmasked Estep 
Score: -1298822.375000 Penalty: 3028.038086
	Iteration 17Q: 3 clusters Score -1298822 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 6630 members 
Entering Unmasked Estep 
Score: -1298835.875000 Penalty: 3028.038086
	Iteration 18Q: 3 clusters Score -1298836 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 6649 members 
Entering Unmasked Estep 
Score: -1298848.750000 Penalty: 3028.038086
	Iteration 19Q: 3 clusters Score -1298849 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 6661 members 
Entering Unmasked Estep 
Score: -1298869.375000 Penalty: 3028.038086
	Iteration 20F: 3 clusters Score -1298869 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 6687 members 
Entering Unmasked Estep 
Score: -1298882.375000 Penalty: 3028.038086
	Iteration 21Q: 3 clusters Score -1298882 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 6700 members 
Entering Unmasked Estep 
Score: -1298895.125000 Penalty: 3028.038086
	Iteration 22Q: 3 clusters Score -1298895 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 6725 members 
Entering Unmasked Estep 
Score: -1298905.500000 Penalty: 3028.038086
	Iteration 23Q: 3 clusters Score -1298906 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 6752 members 
Entering Unmasked Estep 
Score: -1298909.500000 Penalty: 3028.038086
	Iteration 24Q: 3 clusters Score -1298910 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 6772 members 
Entering Unmasked Estep 
Score: -1298918.000000 Penalty: 3028.038086
	Iteration 25Q: 3 clusters Score -1298918 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 6794 members 
Entering Unmasked Estep 
Score: -1298929.375000 Penalty: 3028.038086
	Iteration 26Q: 3 clusters Score -1298929 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 6827 members 
Entering Unmasked Estep 
Score: -1298941.500000 Penalty: 3028.038086
	Iteration 27Q: 3 clusters Score -1298942 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 6851 members 
Entering Unmasked Estep 
Score: -1298950.250000 Penalty: 3028.038086
	Iteration 28Q: 3 clusters Score -1298950 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 6869 members 
Entering Unmasked Estep 
Score: -1298952.250000 Penalty: 3028.038086
	Iteration 29Q: 3 clusters Score -1298952 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 6878 members 
Entering Unmasked Estep 
Score: -1298956.625000 Penalty: 3028.038086
	Iteration 30Q: 3 clusters Score -1298957 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 6894 members 
Entering Unmasked Estep 
Score: -1298958.500000 Penalty: 3028.038086
	Iteration 31Q: 3 clusters Score -1298958 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 6912 members 
Entering Unmasked Estep 
Score: -1298960.750000 Penalty: 3028.038086
	Iteration 32Q: 3 clusters Score -1298961 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 6934 members 
Entering Unmasked Estep 
Score: -1298971.375000 Penalty: 3028.038086
	Iteration 33Q: 3 clusters Score -1298971 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 6954 members 
Entering Unmasked Estep 
Score: -1298974.750000 Penalty: 3028.038086
	Iteration 34Q: 3 clusters Score -1298975 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 6980 members 
Entering Unmasked Estep 
Score: -1298981.375000 Penalty: 3028.038086
	Iteration 35Q: 3 clusters Score -1298981 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 7006 members 
Entering Unmasked Estep 
Score: -1298989.000000 Penalty: 3028.038086
	Iteration 36Q: 3 clusters Score -1298989 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 7036 members 
Entering Unmasked Estep 
Score: -1298996.750000 Penalty: 3028.038086
	Iteration 37Q: 3 clusters Score -1298997 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 7062 members 
Entering Unmasked Estep 
Score: -1299009.750000 Penalty: 3028.038086
	Iteration 38Q: 3 clusters Score -1299010 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 7088 members 
Entering Unmasked Estep 
Score: -1299016.000000 Penalty: 3028.038086
	Iteration 39Q: 3 clusters Score -1299016 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 7120 members 
Entering Unmasked Estep 
Score: -1299020.875000 Penalty: 3028.038086
	Iteration 40F: 3 clusters Score -1299021 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 7159 members 
Entering Unmasked Estep 
Score: -1299029.250000 Penalty: 3028.038086
	Iteration 41Q: 3 clusters Score -1299029 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 7203 members 
Entering Unmasked Estep 
Score: -1299041.625000 Penalty: 3028.038086
	Iteration 42Q: 3 clusters Score -1299042 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 7252 members 
Entering Unmasked Estep 
Score: -1299052.500000 Penalty: 3028.038086
	Iteration 43Q: 3 clusters Score -1299052 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 7292 members 
Entering Unmasked Estep 
Score: -1299063.000000 Penalty: 3028.038086
	Iteration 44Q: 3 clusters Score -1299063 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 7343 members 
Entering Unmasked Estep 
Score: -1299077.250000 Penalty: 3028.038086
	Iteration 45Q: 3 clusters Score -1299077 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 7404 members 
Entering Unmasked Estep 
Score: -1299089.875000 Penalty: 3028.038086
	Iteration 46Q: 3 clusters Score -1299090 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 7441 members 
Entering Unmasked Estep 
Score: -1299102.375000 Penalty: 3028.038086
	Iteration 47Q: 3 clusters Score -1299102 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 7489 members 
Entering Unmasked Estep 
Score: -1299113.875000 Penalty: 3028.038086
	Iteration 48Q: 3 clusters Score -1299114 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 7539 members 
Entering Unmasked Estep 
Score: -1299127.875000 Penalty: 3028.038086
	Iteration 49Q: 3 clusters Score -1299128 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 7601 members 
Entering Unmasked Estep 
Score: -1299149.125000 Penalty: 3028.038086
	Iteration 50Q: 3 clusters Score -1299149 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 7670 members 
Entering Unmasked Estep 
Score: -1299168.000000 Penalty: 3028.038086
	Iteration 51Q: 3 clusters Score -1299168 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 7745 members 
Entering Unmasked Estep 
Score: -1299191.250000 Penalty: 3028.038086
	Iteration 52Q: 3 clusters Score -1299191 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 7825 members 
Entering Unmasked Estep 
Score: -1299214.875000 Penalty: 3028.038086
	Iteration 53Q: 3 clusters Score -1299215 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 7907 members 
Entering Unmasked Estep 
Score: -1299236.375000 Penalty: 3028.038086
	Iteration 54Q: 3 clusters Score -1299236 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 7981 members 
Entering Unmasked Estep 
Score: -1299255.000000 Penalty: 3028.038086
	Iteration 55Q: 3 clusters Score -1299255 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 8056 members 
Entering Unmasked Estep 
Score: -1299274.375000 Penalty: 3028.038086
	Iteration 56Q: 3 clusters Score -1299274 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 8128 members 
Entering Unmasked Estep 
Score: -1299292.375000 Penalty: 3028.038086
	Iteration 57Q: 3 clusters Score -1299292 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 8200 members 
Entering Unmasked Estep 
Score: -1299309.250000 Penalty: 3028.038086
	Iteration 58Q: 3 clusters Score -1299309 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 8265 members 
Entering Unmasked Estep 
Score: -1299329.375000 Penalty: 3028.038086
	Iteration 59Q: 3 clusters Score -1299329 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 8340 members 
Entering Unmasked Estep 
Score: -1299350.875000 Penalty: 3028.038086
	Iteration 60F: 3 clusters Score -1299351 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 8416 members 
Entering Unmasked Estep 
Score: -1299371.375000 Penalty: 3028.038086
	Iteration 61Q: 3 clusters Score -1299371 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 8484 members 
Entering Unmasked Estep 
Score: -1299390.500000 Penalty: 3028.038086
	Iteration 62Q: 3 clusters Score -1299390 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 8550 members 
Entering Unmasked Estep 
Score: -1299404.375000 Penalty: 3028.038086
	Iteration 63Q: 3 clusters Score -1299404 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 8610 members 
Entering Unmasked Estep 
Score: -1299420.375000 Penalty: 3028.038086
	Iteration 64Q: 3 clusters Score -1299420 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 8671 members 
Entering Unmasked Estep 
Score: -1299437.375000 Penalty: 3028.038086
	Iteration 65Q: 3 clusters Score -1299437 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 8746 members 
Entering Unmasked Estep 
Score: -1299462.250000 Penalty: 3028.038086
	Iteration 66Q: 3 clusters Score -1299462 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 8817 members 
Entering Unmasked Estep 
Score: -1299481.000000 Penalty: 3028.038086
	Iteration 67Q: 3 clusters Score -1299481 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 8870 members 
Entering Unmasked Estep 
Score: -1299497.875000 Penalty: 3028.038086
	Iteration 68Q: 3 clusters Score -1299498 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 8943 members 
Entering Unmasked Estep 
Score: -1299519.625000 Penalty: 3028.038086
	Iteration 69Q: 3 clusters Score -1299520 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 9026 members 
Entering Unmasked Estep 
Score: -1299555.000000 Penalty: 3028.038086
	Iteration 70Q: 3 clusters Score -1299555 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 9120 members 
Entering Unmasked Estep 
Score: -1299586.875000 Penalty: 3028.038086
	Iteration 71Q: 3 clusters Score -1299587 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 9192 members 
Entering Unmasked Estep 
Score: -1299613.250000 Penalty: 3028.038086
	Iteration 72Q: 3 clusters Score -1299613 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 9265 members 
Entering Unmasked Estep 
Score: -1299633.500000 Penalty: 3028.038086
	Iteration 73Q: 3 clusters Score -1299634 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 9329 members 
Entering Unmasked Estep 
Score: -1299646.750000 Penalty: 3028.038086
	Iteration 74Q: 3 clusters Score -1299647 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 9388 members 
Entering Unmasked Estep 
Score: -1299668.125000 Penalty: 3028.038086
	Iteration 75Q: 3 clusters Score -1299668 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 9454 members 
Entering Unmasked Estep 
Score: -1299692.625000 Penalty: 3028.038086
	Iteration 76Q: 3 clusters Score -1299693 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 9521 members 
Entering Unmasked Estep 
Score: -1299716.250000 Penalty: 3028.038086
	Iteration 77Q: 3 clusters Score -1299716 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 9581 members 
Entering Unmasked Estep 
Score: -1299732.875000 Penalty: 3028.038086
	Iteration 78Q: 3 clusters Score -1299733 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 9632 members 
Entering Unmasked Estep 
Score: -1299751.500000 Penalty: 3028.038086
	Iteration 79Q: 3 clusters Score -1299752 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 9686 members 
Entering Unmasked Estep 
Score: -1299773.625000 Penalty: 3028.038086
	Iteration 80F: 3 clusters Score -1299774 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 9730 members 
Entering Unmasked Estep 
Score: -1299790.125000 Penalty: 3028.038086
	Iteration 81Q: 3 clusters Score -1299790 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 9778 members 
Entering Unmasked Estep 
Score: -1299801.875000 Penalty: 3028.038086
	Iteration 82Q: 3 clusters Score -1299802 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 9807 members 
Entering Unmasked Estep 
Score: -1299816.500000 Penalty: 3028.038086
	Iteration 83Q: 3 clusters Score -1299816 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 9848 members 
Entering Unmasked Estep 
Score: -1299829.000000 Penalty: 3028.038086
	Iteration 84Q: 3 clusters Score -1299829 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 9886 members 
Entering Unmasked Estep 
Score: -1299845.250000 Penalty: 3028.038086
	Iteration 85Q: 3 clusters Score -1299845 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 9923 members 
Entering Unmasked Estep 
Score: -1299861.500000 Penalty: 3028.038086
	Iteration 86Q: 3 clusters Score -1299862 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 9960 members 
Entering Unmasked Estep 
Score: -1299875.875000 Penalty: 3028.038086
	Iteration 87Q: 3 clusters Score -1299876 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 9994 members 
Entering Unmasked Estep 
Score: -1299886.875000 Penalty: 3028.038086
	Iteration 88Q: 3 clusters Score -1299887 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 10023 members 
Entering Unmasked Estep 
Score: -1299898.375000 Penalty: 3028.038086
	Iteration 89Q: 3 clusters Score -1299898 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 10058 members 
Entering Unmasked Estep 
Score: -1299917.125000 Penalty: 3028.038086
	Iteration 90Q: 3 clusters Score -1299917 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 10093 members 
Entering Unmasked Estep 
Score: -1299932.625000 Penalty: 3028.038086
	Iteration 91Q: 3 clusters Score -1299933 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 10124 members 
Entering Unmasked Estep 
Score: -1299946.625000 Penalty: 3028.038086
	Iteration 92Q: 3 clusters Score -1299947 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 10157 members 
Entering Unmasked Estep 
Score: -1299958.875000 Penalty: 3028.038086
	Iteration 93Q: 3 clusters Score -1299959 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 10179 members 
Entering Unmasked Estep 
Score: -1299971.750000 Penalty: 3028.038086
	Iteration 94Q: 3 clusters Score -1299972 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 10196 members 
Entering Unmasked Estep 
Score: -1299981.625000 Penalty: 3028.038086
	Iteration 95Q: 3 clusters Score -1299982 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 10220 members 
Entering Unmasked Estep 
Score: -1299990.625000 Penalty: 3028.038086
	Iteration 96Q: 3 clusters Score -1299991 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 10237 members 
Entering Unmasked Estep 
Score: -1299996.875000 Penalty: 3028.038086
	Iteration 97Q: 3 clusters Score -1299997 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 10251 members 
Entering Unmasked Estep 
Score: -1300003.000000 Penalty: 3028.038086
	Iteration 98Q: 3 clusters Score -1300003 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 10265 members 
Entering Unmasked Estep 
Score: -1300008.250000 Penalty: 3028.038086
	Iteration 99Q: 3 clusters Score -1300008 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 10276 members 
Entering Unmasked Estep 
Score: -1300011.000000 Penalty: 3028.038086
	Iteration 100F: 3 clusters Score -1300011 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 10289 members 
Entering Unmasked Estep 
Score: -1300015.125000 Penalty: 3028.038086
	Iteration 101Q: 3 clusters Score -1300015 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 10298 members 
Entering Unmasked Estep 
Score: -1300019.375000 Penalty: 3028.038086
	Iteration 102Q: 3 clusters Score -1300019 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 10307 members 
Entering Unmasked Estep 
Score: -1300020.875000 Penalty: 3028.038086
	Iteration 103Q: 3 clusters Score -1300021 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 10314 members 
Entering Unmasked Estep 
Score: -1300024.875000 Penalty: 3028.038086
	Iteration 104Q: 3 clusters Score -1300025 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 10321 members 
Entering Unmasked Estep 
Score: -1300026.000000 Penalty: 3028.038086
	Iteration 105Q: 3 clusters Score -1300026 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 10324 members 
Entering Unmasked Estep 
Score: -1300029.125000 Penalty: 3028.038086
	Iteration 106Q: 3 clusters Score -1300029 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 10325 members 
Entering Unmasked Estep 
Score: -1300026.750000 Penalty: 3028.038086
	Iteration 107Q: 3 clusters Score -1300027 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 10325 members 
Entering Unmasked Estep 
Score: -1300026.750000 Penalty: 3028.038086
	Iteration 108F: 3 clusters Score -1300027 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (44713 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44713 members 
Entering Unmasked Estep 
Score: -5632993.500000 Penalty: 1740.053101
	Iteration 0F: 2 clusters Score -5632994 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22604 members 
Mstep: Class 2 contains 22109 members 
Entering Unmasked Estep 
Score: -5602885.000000 Penalty: 3480.106201
	Iteration 0F: 3 clusters Score -5602885 nChanged 21035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25227 members 
Mstep: Class 2 contains 19486 members 
Entering Unmasked Estep 
Score: -5615233.000000 Penalty: 3480.106201
	Iteration 1F: 3 clusters Score -5615233 nChanged 2230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26913 members 
Mstep: Class 2 contains 17800 members 
Entering Unmasked Estep 
Score: -5616227.000000 Penalty: 3480.106201
	Iteration 2Q: 3 clusters Score -5616227 nChanged 2643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29310 members 
Mstep: Class 2 contains 15403 members 
Entering Unmasked Estep 
Score: -5617722.500000 Penalty: 3480.106201
	Iteration 3F: 3 clusters Score -5617722 nChanged 3311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32519 members 
Mstep: Class 2 contains 12194 members 
Entering Unmasked Estep 
Score: -5620163.500000 Penalty: 3480.106201
	Iteration 4F: 3 clusters Score -5620164 nChanged 3757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36224 members 
Mstep: Class 2 contains 8489 members 
Entering Unmasked Estep 
Score: -5623463.000000 Penalty: 3480.106201
	Iteration 5F: 3 clusters Score -5623463 nChanged 3496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39706 members 
Mstep: Class 2 contains 5007 members 
Entering Unmasked Estep 
Score: -5626674.500000 Penalty: 3480.106201
	Iteration 6F: 3 clusters Score -5626674 nChanged 2511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42217 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -5629173.500000 Penalty: 3480.106201
	Iteration 7F: 3 clusters Score -5629174 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43656 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -5630537.500000 Penalty: 3480.106201
	Iteration 8Q: 3 clusters Score -5630538 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44201 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -5631040.000000 Penalty: 3480.106201
	Iteration 9Q: 3 clusters Score -5631040 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44405 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -5631275.000000 Penalty: 3480.106201
	Iteration 10Q: 3 clusters Score -5631275 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44465 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -5631377.500000 Penalty: 3480.106201
	Iteration 11Q: 3 clusters Score -5631378 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44481 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -5631423.500000 Penalty: 3480.106201
	Iteration 12Q: 3 clusters Score -5631424 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44485 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -5631447.000000 Penalty: 3480.106201
	Iteration 13Q: 3 clusters Score -5631447 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44495 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -5631482.000000 Penalty: 3480.106201
	Iteration 14Q: 3 clusters Score -5631482 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44502 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -5631497.500000 Penalty: 3480.106201
	Iteration 15Q: 3 clusters Score -5631498 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44507 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -5631509.000000 Penalty: 3480.106201
	Iteration 16Q: 3 clusters Score -5631509 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44506 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -5631515.000000 Penalty: 3480.106201
	Iteration 17Q: 3 clusters Score -5631515 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44507 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -5631518.000000 Penalty: 3480.106201
	Iteration 18Q: 3 clusters Score -5631518 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44509 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -5631528.500000 Penalty: 3480.106201
	Iteration 19Q: 3 clusters Score -5631528 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44508 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -5631526.000000 Penalty: 3480.106201
	Iteration 20F: 3 clusters Score -5631526 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44508 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -5631529.500000 Penalty: 3480.106201
	Iteration 21Q: 3 clusters Score -5631530 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44508 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -5631532.500000 Penalty: 3480.106201
	Iteration 22Q: 3 clusters Score -5631532 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44509 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -5631532.500000 Penalty: 3480.106201
	Iteration 23Q: 3 clusters Score -5631532 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44510 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -5631536.500000 Penalty: 3480.106201
	Iteration 24Q: 3 clusters Score -5631536 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44511 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -5631542.000000 Penalty: 3480.106201
	Iteration 25Q: 3 clusters Score -5631542 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44513 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -5631536.500000 Penalty: 3480.106201
	Iteration 26Q: 3 clusters Score -5631536 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44514 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -5631538.000000 Penalty: 3480.106201
	Iteration 27Q: 3 clusters Score -5631538 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44514 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -5631538.000000 Penalty: 3480.106201
	Iteration 28F: 3 clusters Score -5631538 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (14215 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14215 members 
Entering Unmasked Estep 
Score: -1795069.000000 Penalty: 1553.833618
	Iteration 0F: 2 clusters Score -1795069 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7068 members 
Mstep: Class 2 contains 7147 members 
Entering Unmasked Estep 
Score: -1785191.625000 Penalty: 3107.667236
	Iteration 0F: 3 clusters Score -1785192 nChanged 6266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6890 members 
Mstep: Class 2 contains 7325 members 
Entering Unmasked Estep 
Score: -1788730.125000 Penalty: 3107.667236
	Iteration 1F: 3 clusters Score -1788730 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6831 members 
Mstep: Class 2 contains 7384 members 
Entering Unmasked Estep 
Score: -1789098.250000 Penalty: 3107.667236
	Iteration 2F: 3 clusters Score -1789098 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6714 members 
Mstep: Class 2 contains 7501 members 
Entering Unmasked Estep 
Score: -1789450.500000 Penalty: 3107.667236
	Iteration 3F: 3 clusters Score -1789450 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6533 members 
Mstep: Class 2 contains 7682 members 
Entering Unmasked Estep 
Score: -1789823.625000 Penalty: 3107.667236
	Iteration 4F: 3 clusters Score -1789824 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6329 members 
Mstep: Class 2 contains 7886 members 
Entering Unmasked Estep 
Score: -1790217.250000 Penalty: 3107.667236
	Iteration 5F: 3 clusters Score -1790217 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6070 members 
Mstep: Class 2 contains 8145 members 
Entering Unmasked Estep 
Score: -1790690.125000 Penalty: 3107.667236
	Iteration 6F: 3 clusters Score -1790690 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5770 members 
Mstep: Class 2 contains 8445 members 
Entering Unmasked Estep 
Score: -1791220.625000 Penalty: 3107.667236
	Iteration 7F: 3 clusters Score -1791221 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 8757 members 
Entering Unmasked Estep 
Score: -1791765.500000 Penalty: 3107.667236
	Iteration 8F: 3 clusters Score -1791766 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 9010 members 
Entering Unmasked Estep 
Score: -1792202.250000 Penalty: 3107.667236
	Iteration 9Q: 3 clusters Score -1792202 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 9183 members 
Entering Unmasked Estep 
Score: -1792548.000000 Penalty: 3107.667236
	Iteration 10Q: 3 clusters Score -1792548 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 9324 members 
Entering Unmasked Estep 
Score: -1792822.750000 Penalty: 3107.667236
	Iteration 11Q: 3 clusters Score -1792823 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 9429 members 
Entering Unmasked Estep 
Score: -1793003.375000 Penalty: 3107.667236
	Iteration 12Q: 3 clusters Score -1793003 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 9499 members 
Entering Unmasked Estep 
Score: -1793132.000000 Penalty: 3107.667236
	Iteration 13Q: 3 clusters Score -1793132 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 9563 members 
Entering Unmasked Estep 
Score: -1793231.750000 Penalty: 3107.667236
	Iteration 14Q: 3 clusters Score -1793232 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 9602 members 
Entering Unmasked Estep 
Score: -1793319.000000 Penalty: 3107.667236
	Iteration 15Q: 3 clusters Score -1793319 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 9644 members 
Entering Unmasked Estep 
Score: -1793391.500000 Penalty: 3107.667236
	Iteration 16Q: 3 clusters Score -1793392 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 9682 members 
Entering Unmasked Estep 
Score: -1793458.625000 Penalty: 3107.667236
	Iteration 17Q: 3 clusters Score -1793459 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 9727 members 
Entering Unmasked Estep 
Score: -1793519.625000 Penalty: 3107.667236
	Iteration 18Q: 3 clusters Score -1793520 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 9759 members 
Entering Unmasked Estep 
Score: -1793567.625000 Penalty: 3107.667236
	Iteration 19Q: 3 clusters Score -1793568 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 9788 members 
Entering Unmasked Estep 
Score: -1793623.500000 Penalty: 3107.667236
	Iteration 20F: 3 clusters Score -1793624 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 9820 members 
Entering Unmasked Estep 
Score: -1793685.375000 Penalty: 3107.667236
	Iteration 21Q: 3 clusters Score -1793685 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 9841 members 
Entering Unmasked Estep 
Score: -1793763.750000 Penalty: 3107.667236
	Iteration 22Q: 3 clusters Score -1793764 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 9861 members 
Entering Unmasked Estep 
Score: -1793824.375000 Penalty: 3107.667236
	Iteration 23Q: 3 clusters Score -1793824 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 9858 members 
Entering Unmasked Estep 
Score: -1793899.750000 Penalty: 3107.667236
	Iteration 24Q: 3 clusters Score -1793900 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 9891 members 
Entering Unmasked Estep 
Score: -1793975.000000 Penalty: 3107.667236
	Iteration 25Q: 3 clusters Score -1793975 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 9925 members 
Entering Unmasked Estep 
Score: -1794044.000000 Penalty: 3107.667236
	Iteration 26Q: 3 clusters Score -1794044 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 9944 members 
Entering Unmasked Estep 
Score: -1794098.125000 Penalty: 3107.667236
	Iteration 27Q: 3 clusters Score -1794098 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 9953 members 
Entering Unmasked Estep 
Score: -1794137.375000 Penalty: 3107.667236
	Iteration 28Q: 3 clusters Score -1794137 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 9958 members 
Entering Unmasked Estep 
Score: -1794168.625000 Penalty: 3107.667236
	Iteration 29Q: 3 clusters Score -1794169 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 9964 members 
Entering Unmasked Estep 
Score: -1794181.000000 Penalty: 3107.667236
	Iteration 30Q: 3 clusters Score -1794181 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 9977 members 
Entering Unmasked Estep 
Score: -1794197.000000 Penalty: 3107.667236
	Iteration 31Q: 3 clusters Score -1794197 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 9984 members 
Entering Unmasked Estep 
Score: -1794204.375000 Penalty: 3107.667236
	Iteration 32Q: 3 clusters Score -1794204 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 9992 members 
Entering Unmasked Estep 
Score: -1794212.000000 Penalty: 3107.667236
	Iteration 33Q: 3 clusters Score -1794212 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 9994 members 
Entering Unmasked Estep 
Score: -1794214.625000 Penalty: 3107.667236
	Iteration 34Q: 3 clusters Score -1794215 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 9996 members 
Entering Unmasked Estep 
Score: -1794216.000000 Penalty: 3107.667236
	Iteration 35Q: 3 clusters Score -1794216 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 9996 members 
Entering Unmasked Estep 
Score: -1794220.750000 Penalty: 3107.667236
	Iteration 36Q: 3 clusters Score -1794221 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 9992 members 
Entering Unmasked Estep 
Score: -1794223.625000 Penalty: 3107.667236
	Iteration 37Q: 3 clusters Score -1794224 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 9997 members 
Entering Unmasked Estep 
Score: -1794223.000000 Penalty: 3107.667236
	Iteration 38Q: 3 clusters Score -1794223 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 10002 members 
Entering Unmasked Estep 
Score: -1794223.625000 Penalty: 3107.667236
	Iteration 39Q: 3 clusters Score -1794224 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 10004 members 
Entering Unmasked Estep 
Score: -1794221.750000 Penalty: 3107.667236
	Iteration 40F: 3 clusters Score -1794222 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 10008 members 
Entering Unmasked Estep 
Score: -1794228.000000 Penalty: 3107.667236
	Iteration 41Q: 3 clusters Score -1794228 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 10017 members 
Entering Unmasked Estep 
Score: -1794229.375000 Penalty: 3107.667236
	Iteration 42Q: 3 clusters Score -1794229 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 10024 members 
Entering Unmasked Estep 
Score: -1794229.125000 Penalty: 3107.667236
	Iteration 43Q: 3 clusters Score -1794229 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 10026 members 
Entering Unmasked Estep 
Score: -1794228.000000 Penalty: 3107.667236
	Iteration 44Q: 3 clusters Score -1794228 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 10029 members 
Entering Unmasked Estep 
Score: -1794227.500000 Penalty: 3107.667236
	Iteration 45Q: 3 clusters Score -1794228 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 10035 members 
Entering Unmasked Estep 
Score: -1794226.375000 Penalty: 3107.667236
	Iteration 46Q: 3 clusters Score -1794226 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 10040 members 
Entering Unmasked Estep 
Score: -1794226.875000 Penalty: 3107.667236
	Iteration 47Q: 3 clusters Score -1794227 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 10048 members 
Entering Unmasked Estep 
Score: -1794230.375000 Penalty: 3107.667236
	Iteration 48Q: 3 clusters Score -1794230 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 10051 members 
Entering Unmasked Estep 
Score: -1794231.750000 Penalty: 3107.667236
	Iteration 49Q: 3 clusters Score -1794232 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 10054 members 
Entering Unmasked Estep 
Score: -1794233.250000 Penalty: 3107.667236
	Iteration 50Q: 3 clusters Score -1794233 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 10056 members 
Entering Unmasked Estep 
Score: -1794235.000000 Penalty: 3107.667236
	Iteration 51Q: 3 clusters Score -1794235 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 10060 members 
Entering Unmasked Estep 
Score: -1794233.375000 Penalty: 3107.667236
	Iteration 52Q: 3 clusters Score -1794233 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 10061 members 
Entering Unmasked Estep 
Score: -1794236.250000 Penalty: 3107.667236
	Iteration 53Q: 3 clusters Score -1794236 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 10064 members 
Entering Unmasked Estep 
Score: -1794233.625000 Penalty: 3107.667236
	Iteration 54Q: 3 clusters Score -1794234 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 10069 members 
Entering Unmasked Estep 
Score: -1794232.875000 Penalty: 3107.667236
	Iteration 55Q: 3 clusters Score -1794233 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 10073 members 
Entering Unmasked Estep 
Score: -1794233.000000 Penalty: 3107.667236
	Iteration 56Q: 3 clusters Score -1794233 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 10075 members 
Entering Unmasked Estep 
Score: -1794234.125000 Penalty: 3107.667236
	Iteration 57Q: 3 clusters Score -1794234 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 10077 members 
Entering Unmasked Estep 
Score: -1794234.500000 Penalty: 3107.667236
	Iteration 58Q: 3 clusters Score -1794234 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 10080 members 
Entering Unmasked Estep 
Score: -1794236.125000 Penalty: 3107.667236
	Iteration 59Q: 3 clusters Score -1794236 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 10082 members 
Entering Unmasked Estep 
Score: -1794236.750000 Penalty: 3107.667236
	Iteration 60F: 3 clusters Score -1794237 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 10084 members 
Entering Unmasked Estep 
Score: -1794238.375000 Penalty: 3107.667236
	Iteration 61Q: 3 clusters Score -1794238 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 10086 members 
Entering Unmasked Estep 
Score: -1794240.000000 Penalty: 3107.667236
	Iteration 62Q: 3 clusters Score -1794240 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 10089 members 
Entering Unmasked Estep 
Score: -1794240.875000 Penalty: 3107.667236
	Iteration 63Q: 3 clusters Score -1794241 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 10094 members 
Entering Unmasked Estep 
Score: -1794238.500000 Penalty: 3107.667236
	Iteration 64Q: 3 clusters Score -1794238 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 10098 members 
Entering Unmasked Estep 
Score: -1794240.500000 Penalty: 3107.667236
	Iteration 65Q: 3 clusters Score -1794240 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 10100 members 
Entering Unmasked Estep 
Score: -1794238.750000 Penalty: 3107.667236
	Iteration 66Q: 3 clusters Score -1794239 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 10101 members 
Entering Unmasked Estep 
Score: -1794238.750000 Penalty: 3107.667236
	Iteration 67Q: 3 clusters Score -1794239 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 10102 members 
Entering Unmasked Estep 
Score: -1794240.250000 Penalty: 3107.667236
	Iteration 68Q: 3 clusters Score -1794240 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 10103 members 
Entering Unmasked Estep 
Score: -1794239.875000 Penalty: 3107.667236
	Iteration 69Q: 3 clusters Score -1794240 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 10102 members 
Entering Unmasked Estep 
Score: -1794239.625000 Penalty: 3107.667236
	Iteration 70Q: 3 clusters Score -1794240 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 10102 members 
Entering Unmasked Estep 
Score: -1794239.625000 Penalty: 3107.667236
	Iteration 71F: 3 clusters Score -1794240 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (42210 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42210 members 
Entering Unmasked Estep 
Score: -5325319.000000 Penalty: 1730.692017
	Iteration 0F: 2 clusters Score -5325319 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21373 members 
Mstep: Class 2 contains 20837 members 
Entering Unmasked Estep 
Score: -5297081.500000 Penalty: 3461.384033
	Iteration 0F: 3 clusters Score -5297082 nChanged 19554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23931 members 
Mstep: Class 2 contains 18279 members 
Entering Unmasked Estep 
Score: -5308316.000000 Penalty: 3461.384033
	Iteration 1F: 3 clusters Score -5308316 nChanged 2350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25649 members 
Mstep: Class 2 contains 16561 members 
Entering Unmasked Estep 
Score: -5309419.000000 Penalty: 3461.384033
	Iteration 2F: 3 clusters Score -5309419 nChanged 2889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28102 members 
Mstep: Class 2 contains 14108 members 
Entering Unmasked Estep 
Score: -5311145.000000 Penalty: 3461.384033
	Iteration 3F: 3 clusters Score -5311145 nChanged 3379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31237 members 
Mstep: Class 2 contains 10973 members 
Entering Unmasked Estep 
Score: -5313795.000000 Penalty: 3461.384033
	Iteration 4F: 3 clusters Score -5313795 nChanged 3598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34649 members 
Mstep: Class 2 contains 7561 members 
Entering Unmasked Estep 
Score: -5316906.500000 Penalty: 3461.384033
	Iteration 5F: 3 clusters Score -5316906 nChanged 3054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37617 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -5319724.000000 Penalty: 3461.384033
	Iteration 6F: 3 clusters Score -5319724 nChanged 2115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39718 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -5321699.500000 Penalty: 3461.384033
	Iteration 7F: 3 clusters Score -5321700 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40899 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -5322808.500000 Penalty: 3461.384033
	Iteration 8Q: 3 clusters Score -5322808 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41449 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -5323399.000000 Penalty: 3461.384033
	Iteration 9Q: 3 clusters Score -5323399 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41625 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -5323627.000000 Penalty: 3461.384033
	Iteration 10Q: 3 clusters Score -5323627 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41698 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -5323765.500000 Penalty: 3461.384033
	Iteration 11Q: 3 clusters Score -5323766 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41734 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -5323851.500000 Penalty: 3461.384033
	Iteration 12Q: 3 clusters Score -5323852 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41746 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -5323894.500000 Penalty: 3461.384033
	Iteration 13Q: 3 clusters Score -5323894 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41753 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -5323931.000000 Penalty: 3461.384033
	Iteration 14Q: 3 clusters Score -5323931 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41754 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -5323945.000000 Penalty: 3461.384033
	Iteration 15Q: 3 clusters Score -5323945 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41763 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -5323959.000000 Penalty: 3461.384033
	Iteration 16Q: 3 clusters Score -5323959 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41773 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -5323966.500000 Penalty: 3461.384033
	Iteration 17Q: 3 clusters Score -5323966 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41777 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -5323972.500000 Penalty: 3461.384033
	Iteration 18Q: 3 clusters Score -5323972 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41782 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -5323988.500000 Penalty: 3461.384033
	Iteration 19Q: 3 clusters Score -5323988 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41787 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -5323996.500000 Penalty: 3461.384033
	Iteration 20F: 3 clusters Score -5323996 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41788 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -5324002.500000 Penalty: 3461.384033
	Iteration 21Q: 3 clusters Score -5324002 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41788 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -5324001.000000 Penalty: 3461.384033
	Iteration 22Q: 3 clusters Score -5324001 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41793 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -5324012.000000 Penalty: 3461.384033
	Iteration 23Q: 3 clusters Score -5324012 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41794 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -5324010.000000 Penalty: 3461.384033
	Iteration 24Q: 3 clusters Score -5324010 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41798 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -5324009.500000 Penalty: 3461.384033
	Iteration 25Q: 3 clusters Score -5324010 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41799 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -5324005.500000 Penalty: 3461.384033
	Iteration 26Q: 3 clusters Score -5324006 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41800 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -5324008.000000 Penalty: 3461.384033
	Iteration 27Q: 3 clusters Score -5324008 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41800 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -5324008.000000 Penalty: 3461.384033
	Iteration 28F: 3 clusters Score -5324008 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (46908 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46908 members 
Entering Unmasked Estep 
Score: -5925981.500000 Penalty: 1747.840820
	Iteration 0F: 2 clusters Score -5925982 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23408 members 
Mstep: Class 2 contains 23500 members 
Entering Unmasked Estep 
Score: -5894598.500000 Penalty: 3495.681641
	Iteration 0F: 3 clusters Score -5894598 nChanged 22024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22240 members 
Mstep: Class 2 contains 24668 members 
Entering Unmasked Estep 
Score: -5907232.000000 Penalty: 3495.681641
	Iteration 1F: 3 clusters Score -5907232 nChanged 2080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21372 members 
Mstep: Class 2 contains 25536 members 
Entering Unmasked Estep 
Score: -5908035.000000 Penalty: 3495.681641
	Iteration 2Q: 3 clusters Score -5908035 nChanged 2330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20248 members 
Mstep: Class 2 contains 26660 members 
Entering Unmasked Estep 
Score: -5909032.000000 Penalty: 3495.681641
	Iteration 3Q: 3 clusters Score -5909032 nChanged 2707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18765 members 
Mstep: Class 2 contains 28143 members 
Entering Unmasked Estep 
Score: -5910448.500000 Penalty: 3495.681641
	Iteration 4F: 3 clusters Score -5910448 nChanged 3002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16973 members 
Mstep: Class 2 contains 29935 members 
Entering Unmasked Estep 
Score: -5912319.000000 Penalty: 3495.681641
	Iteration 5F: 3 clusters Score -5912319 nChanged 3171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14904 members 
Mstep: Class 2 contains 32004 members 
Entering Unmasked Estep 
Score: -5914585.000000 Penalty: 3495.681641
	Iteration 6F: 3 clusters Score -5914585 nChanged 3038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12818 members 
Mstep: Class 2 contains 34090 members 
Entering Unmasked Estep 
Score: -5917118.000000 Penalty: 3495.681641
	Iteration 7F: 3 clusters Score -5917118 nChanged 2673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11169 members 
Mstep: Class 2 contains 35739 members 
Entering Unmasked Estep 
Score: -5919995.500000 Penalty: 3495.681641
	Iteration 8F: 3 clusters Score -5919996 nChanged 2344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10137 members 
Mstep: Class 2 contains 36771 members 
Entering Unmasked Estep 
Score: -5922934.000000 Penalty: 3495.681641
	Iteration 9Q: 3 clusters Score -5922934 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9880 members 
Mstep: Class 2 contains 37028 members 
Entering Unmasked Estep 
Score: -5924518.000000 Penalty: 3495.681641
	Iteration 10Q: 3 clusters Score -5924518 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9840 members 
Mstep: Class 2 contains 37068 members 
Entering Unmasked Estep 
Score: -5925017.500000 Penalty: 3495.681641
	Iteration 11Q: 3 clusters Score -5925018 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9914 members 
Mstep: Class 2 contains 36994 members 
Entering Unmasked Estep 
Score: -5925253.500000 Penalty: 3495.681641
	Iteration 12Q: 3 clusters Score -5925254 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10021 members 
Mstep: Class 2 contains 36887 members 
Entering Unmasked Estep 
Score: -5925360.000000 Penalty: 3495.681641
	Iteration 13Q: 3 clusters Score -5925360 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10102 members 
Mstep: Class 2 contains 36806 members 
Entering Unmasked Estep 
Score: -5925398.500000 Penalty: 3495.681641
	Iteration 14Q: 3 clusters Score -5925398 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10181 members 
Mstep: Class 2 contains 36727 members 
Entering Unmasked Estep 
Score: -5925449.000000 Penalty: 3495.681641
	Iteration 15Q: 3 clusters Score -5925449 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10267 members 
Mstep: Class 2 contains 36641 members 
Entering Unmasked Estep 
Score: -5925498.000000 Penalty: 3495.681641
	Iteration 16Q: 3 clusters Score -5925498 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10330 members 
Mstep: Class 2 contains 36578 members 
Entering Unmasked Estep 
Score: -5925489.000000 Penalty: 3495.681641
	Iteration 17Q: 3 clusters Score -5925489 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10375 members 
Mstep: Class 2 contains 36533 members 
Entering Unmasked Estep 
Score: -5925498.000000 Penalty: 3495.681641
	Iteration 18Q: 3 clusters Score -5925498 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10419 members 
Mstep: Class 2 contains 36489 members 
Entering Unmasked Estep 
Score: -5925509.500000 Penalty: 3495.681641
	Iteration 19Q: 3 clusters Score -5925510 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10474 members 
Mstep: Class 2 contains 36434 members 
Entering Unmasked Estep 
Score: -5925534.000000 Penalty: 3495.681641
	Iteration 20F: 3 clusters Score -5925534 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10516 members 
Mstep: Class 2 contains 36392 members 
Entering Unmasked Estep 
Score: -5925551.000000 Penalty: 3495.681641
	Iteration 21Q: 3 clusters Score -5925551 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10561 members 
Mstep: Class 2 contains 36347 members 
Entering Unmasked Estep 
Score: -5925536.500000 Penalty: 3495.681641
	Iteration 22Q: 3 clusters Score -5925536 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10599 members 
Mstep: Class 2 contains 36309 members 
Entering Unmasked Estep 
Score: -5925549.000000 Penalty: 3495.681641
	Iteration 23Q: 3 clusters Score -5925549 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10631 members 
Mstep: Class 2 contains 36277 members 
Entering Unmasked Estep 
Score: -5925555.500000 Penalty: 3495.681641
	Iteration 24Q: 3 clusters Score -5925556 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10659 members 
Mstep: Class 2 contains 36249 members 
Entering Unmasked Estep 
Score: -5925543.000000 Penalty: 3495.681641
	Iteration 25Q: 3 clusters Score -5925543 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10676 members 
Mstep: Class 2 contains 36232 members 
Entering Unmasked Estep 
Score: -5925545.000000 Penalty: 3495.681641
	Iteration 26Q: 3 clusters Score -5925545 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10696 members 
Mstep: Class 2 contains 36212 members 
Entering Unmasked Estep 
Score: -5925544.000000 Penalty: 3495.681641
	Iteration 27Q: 3 clusters Score -5925544 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10707 members 
Mstep: Class 2 contains 36201 members 
Entering Unmasked Estep 
Score: -5925535.500000 Penalty: 3495.681641
	Iteration 28Q: 3 clusters Score -5925536 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10715 members 
Mstep: Class 2 contains 36193 members 
Entering Unmasked Estep 
Score: -5925539.500000 Penalty: 3495.681641
	Iteration 29Q: 3 clusters Score -5925540 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10725 members 
Mstep: Class 2 contains 36183 members 
Entering Unmasked Estep 
Score: -5925542.500000 Penalty: 3495.681641
	Iteration 30Q: 3 clusters Score -5925542 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10735 members 
Mstep: Class 2 contains 36173 members 
Entering Unmasked Estep 
Score: -5925541.500000 Penalty: 3495.681641
	Iteration 31Q: 3 clusters Score -5925542 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10738 members 
Mstep: Class 2 contains 36170 members 
Entering Unmasked Estep 
Score: -5925540.000000 Penalty: 3495.681641
	Iteration 32Q: 3 clusters Score -5925540 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10740 members 
Mstep: Class 2 contains 36168 members 
Entering Unmasked Estep 
Score: -5925544.000000 Penalty: 3495.681641
	Iteration 33Q: 3 clusters Score -5925544 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10743 members 
Mstep: Class 2 contains 36165 members 
Entering Unmasked Estep 
Score: -5925544.500000 Penalty: 3495.681641
	Iteration 34Q: 3 clusters Score -5925544 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10745 members 
Mstep: Class 2 contains 36163 members 
Entering Unmasked Estep 
Score: -5925541.500000 Penalty: 3495.681641
	Iteration 35Q: 3 clusters Score -5925542 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10748 members 
Mstep: Class 2 contains 36160 members 
Entering Unmasked Estep 
Score: -5925543.500000 Penalty: 3495.681641
	Iteration 36Q: 3 clusters Score -5925544 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10750 members 
Mstep: Class 2 contains 36158 members 
Entering Unmasked Estep 
Score: -5925546.500000 Penalty: 3495.681641
	Iteration 37Q: 3 clusters Score -5925546 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10752 members 
Mstep: Class 2 contains 36156 members 
Entering Unmasked Estep 
Score: -5925550.000000 Penalty: 3495.681641
	Iteration 38Q: 3 clusters Score -5925550 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10757 members 
Mstep: Class 2 contains 36151 members 
Entering Unmasked Estep 
Score: -5925548.500000 Penalty: 3495.681641
	Iteration 39Q: 3 clusters Score -5925548 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10760 members 
Mstep: Class 2 contains 36148 members 
Entering Unmasked Estep 
Score: -5925547.500000 Penalty: 3495.681641
	Iteration 40F: 3 clusters Score -5925548 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10762 members 
Mstep: Class 2 contains 36146 members 
Entering Unmasked Estep 
Score: -5925546.000000 Penalty: 3495.681641
	Iteration 41Q: 3 clusters Score -5925546 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10762 members 
Mstep: Class 2 contains 36146 members 
Entering Unmasked Estep 
Score: -5925546.000000 Penalty: 3495.681641
	Iteration 42F: 3 clusters Score -5925546 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (31607 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31607 members 
Entering Unmasked Estep 
Score: -3811035.250000 Penalty: 1683.684204
	Iteration 0F: 2 clusters Score -3811035 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15691 members 
Mstep: Class 2 contains 15916 members 
Entering Unmasked Estep 
Score: -3789694.250000 Penalty: 3367.368408
	Iteration 0F: 3 clusters Score -3789694 nChanged 14644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14735 members 
Mstep: Class 2 contains 16872 members 
Entering Unmasked Estep 
Score: -3798253.750000 Penalty: 3367.368408
	Iteration 1F: 3 clusters Score -3798254 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14071 members 
Mstep: Class 2 contains 17536 members 
Entering Unmasked Estep 
Score: -3798903.500000 Penalty: 3367.368408
	Iteration 2F: 3 clusters Score -3798904 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13161 members 
Mstep: Class 2 contains 18446 members 
Entering Unmasked Estep 
Score: -3799658.500000 Penalty: 3367.368408
	Iteration 3F: 3 clusters Score -3799658 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11964 members 
Mstep: Class 2 contains 19643 members 
Entering Unmasked Estep 
Score: -3800577.000000 Penalty: 3367.368408
	Iteration 4F: 3 clusters Score -3800577 nChanged 1934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10478 members 
Mstep: Class 2 contains 21129 members 
Entering Unmasked Estep 
Score: -3801727.000000 Penalty: 3367.368408
	Iteration 5F: 3 clusters Score -3801727 nChanged 1981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8819 members 
Mstep: Class 2 contains 22788 members 
Entering Unmasked Estep 
Score: -3803079.500000 Penalty: 3367.368408
	Iteration 6F: 3 clusters Score -3803080 nChanged 1940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7051 members 
Mstep: Class 2 contains 24556 members 
Entering Unmasked Estep 
Score: -3804525.000000 Penalty: 3367.368408
	Iteration 7F: 3 clusters Score -3804525 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 26289 members 
Entering Unmasked Estep 
Score: -3806042.000000 Penalty: 3367.368408
	Iteration 8F: 3 clusters Score -3806042 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 27767 members 
Entering Unmasked Estep 
Score: -3807278.250000 Penalty: 3367.368408
	Iteration 9Q: 3 clusters Score -3807278 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 28837 members 
Entering Unmasked Estep 
Score: -3808208.500000 Penalty: 3367.368408
	Iteration 10Q: 3 clusters Score -3808208 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 29569 members 
Entering Unmasked Estep 
Score: -3808863.750000 Penalty: 3367.368408
	Iteration 11Q: 3 clusters Score -3808864 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 30041 members 
Entering Unmasked Estep 
Score: -3809239.500000 Penalty: 3367.368408
	Iteration 12Q: 3 clusters Score -3809240 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 30317 members 
Entering Unmasked Estep 
Score: -3809464.500000 Penalty: 3367.368408
	Iteration 13Q: 3 clusters Score -3809464 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 30496 members 
Entering Unmasked Estep 
Score: -3809595.000000 Penalty: 3367.368408
	Iteration 14Q: 3 clusters Score -3809595 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 30617 members 
Entering Unmasked Estep 
Score: -3809689.500000 Penalty: 3367.368408
	Iteration 15Q: 3 clusters Score -3809690 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 30698 members 
Entering Unmasked Estep 
Score: -3809759.750000 Penalty: 3367.368408
	Iteration 16Q: 3 clusters Score -3809760 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 30755 members 
Entering Unmasked Estep 
Score: -3809826.250000 Penalty: 3367.368408
	Iteration 17Q: 3 clusters Score -3809826 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 30800 members 
Entering Unmasked Estep 
Score: -3809869.250000 Penalty: 3367.368408
	Iteration 18Q: 3 clusters Score -3809869 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 30828 members 
Entering Unmasked Estep 
Score: -3809889.000000 Penalty: 3367.368408
	Iteration 19Q: 3 clusters Score -3809889 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 30850 members 
Entering Unmasked Estep 
Score: -3809905.750000 Penalty: 3367.368408
	Iteration 20F: 3 clusters Score -3809906 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 30861 members 
Entering Unmasked Estep 
Score: -3809917.750000 Penalty: 3367.368408
	Iteration 21Q: 3 clusters Score -3809918 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 30876 members 
Entering Unmasked Estep 
Score: -3809929.250000 Penalty: 3367.368408
	Iteration 22Q: 3 clusters Score -3809929 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 30887 members 
Entering Unmasked Estep 
Score: -3809937.000000 Penalty: 3367.368408
	Iteration 23Q: 3 clusters Score -3809937 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 30898 members 
Entering Unmasked Estep 
Score: -3809944.750000 Penalty: 3367.368408
	Iteration 24Q: 3 clusters Score -3809945 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 30901 members 
Entering Unmasked Estep 
Score: -3809950.750000 Penalty: 3367.368408
	Iteration 25Q: 3 clusters Score -3809951 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 30907 members 
Entering Unmasked Estep 
Score: -3809966.250000 Penalty: 3367.368408
	Iteration 26Q: 3 clusters Score -3809966 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 30911 members 
Entering Unmasked Estep 
Score: -3809971.250000 Penalty: 3367.368408
	Iteration 27Q: 3 clusters Score -3809971 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 30914 members 
Entering Unmasked Estep 
Score: -3809970.250000 Penalty: 3367.368408
	Iteration 28Q: 3 clusters Score -3809970 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 30919 members 
Entering Unmasked Estep 
Score: -3809978.500000 Penalty: 3367.368408
	Iteration 29Q: 3 clusters Score -3809978 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 30926 members 
Entering Unmasked Estep 
Score: -3809981.500000 Penalty: 3367.368408
	Iteration 30Q: 3 clusters Score -3809982 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 30934 members 
Entering Unmasked Estep 
Score: -3809992.750000 Penalty: 3367.368408
	Iteration 31Q: 3 clusters Score -3809993 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 30936 members 
Entering Unmasked Estep 
Score: -3809994.500000 Penalty: 3367.368408
	Iteration 32Q: 3 clusters Score -3809994 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 30940 members 
Entering Unmasked Estep 
Score: -3809995.250000 Penalty: 3367.368408
	Iteration 33Q: 3 clusters Score -3809995 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 30943 members 
Entering Unmasked Estep 
Score: -3809999.250000 Penalty: 3367.368408
	Iteration 34Q: 3 clusters Score -3809999 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 30943 members 
Entering Unmasked Estep 
Score: -3810005.500000 Penalty: 3367.368408
	Iteration 35Q: 3 clusters Score -3810006 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 30944 members 
Entering Unmasked Estep 
Score: -3810010.500000 Penalty: 3367.368408
	Iteration 36Q: 3 clusters Score -3810010 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 30948 members 
Entering Unmasked Estep 
Score: -3810017.250000 Penalty: 3367.368408
	Iteration 37Q: 3 clusters Score -3810017 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 30945 members 
Entering Unmasked Estep 
Score: -3810018.750000 Penalty: 3367.368408
	Iteration 38Q: 3 clusters Score -3810019 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 30945 members 
Entering Unmasked Estep 
Score: -3810025.250000 Penalty: 3367.368408
	Iteration 39Q: 3 clusters Score -3810025 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 30946 members 
Entering Unmasked Estep 
Score: -3810034.500000 Penalty: 3367.368408
	Iteration 40F: 3 clusters Score -3810034 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 30947 members 
Entering Unmasked Estep 
Score: -3810034.500000 Penalty: 3367.368408
	Iteration 41Q: 3 clusters Score -3810034 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 30950 members 
Entering Unmasked Estep 
Score: -3810043.500000 Penalty: 3367.368408
	Iteration 42Q: 3 clusters Score -3810044 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 30954 members 
Entering Unmasked Estep 
Score: -3810043.250000 Penalty: 3367.368408
	Iteration 43Q: 3 clusters Score -3810043 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 30953 members 
Entering Unmasked Estep 
Score: -3810045.750000 Penalty: 3367.368408
	Iteration 44Q: 3 clusters Score -3810046 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 30955 members 
Entering Unmasked Estep 
Score: -3810052.500000 Penalty: 3367.368408
	Iteration 45Q: 3 clusters Score -3810052 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 30958 members 
Entering Unmasked Estep 
Score: -3810057.250000 Penalty: 3367.368408
	Iteration 46Q: 3 clusters Score -3810057 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 30960 members 
Entering Unmasked Estep 
Score: -3810063.250000 Penalty: 3367.368408
	Iteration 47Q: 3 clusters Score -3810063 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 30960 members 
Entering Unmasked Estep 
Score: -3810065.000000 Penalty: 3367.368408
	Iteration 48Q: 3 clusters Score -3810065 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 30961 members 
Entering Unmasked Estep 
Score: -3810061.000000 Penalty: 3367.368408
	Iteration 49Q: 3 clusters Score -3810061 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 30962 members 
Entering Unmasked Estep 
Score: -3810063.750000 Penalty: 3367.368408
	Iteration 50Q: 3 clusters Score -3810064 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 30963 members 
Entering Unmasked Estep 
Score: -3810063.000000 Penalty: 3367.368408
	Iteration 51Q: 3 clusters Score -3810063 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 30963 members 
Entering Unmasked Estep 
Score: -3810064.500000 Penalty: 3367.368408
	Iteration 52Q: 3 clusters Score -3810064 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 30966 members 
Entering Unmasked Estep 
Score: -3810062.250000 Penalty: 3367.368408
	Iteration 53Q: 3 clusters Score -3810062 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 30964 members 
Entering Unmasked Estep 
Score: -3810065.500000 Penalty: 3367.368408
	Iteration 54Q: 3 clusters Score -3810066 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 30965 members 
Entering Unmasked Estep 
Score: -3810066.750000 Penalty: 3367.368408
	Iteration 55Q: 3 clusters Score -3810067 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 30965 members 
Entering Unmasked Estep 
Score: -3810066.750000 Penalty: 3367.368408
	Iteration 56F: 3 clusters Score -3810067 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (3265 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Entering Unmasked Estep 
Score: -414475.437500 Penalty: 1314.789917
	Iteration 0F: 2 clusters Score -414475.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -411593.218750 Penalty: 2629.579834
	Iteration 0F: 3 clusters Score -411593.2 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -412329.718750 Penalty: 2629.579834
	Iteration 1F: 3 clusters Score -412329.7 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -412484.937500 Penalty: 2629.579834
	Iteration 2F: 3 clusters Score -412484.9 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -412571.406250 Penalty: 2629.579834
	Iteration 3Q: 3 clusters Score -412571.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -412644.156250 Penalty: 2629.579834
	Iteration 4Q: 3 clusters Score -412644.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -412701.562500 Penalty: 2629.579834
	Iteration 5Q: 3 clusters Score -412701.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -412752.125000 Penalty: 2629.579834
	Iteration 6Q: 3 clusters Score -412752.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -412789.750000 Penalty: 2629.579834
	Iteration 7Q: 3 clusters Score -412789.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -412815.250000 Penalty: 2629.579834
	Iteration 8Q: 3 clusters Score -412815.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -412837.718750 Penalty: 2629.579834
	Iteration 9Q: 3 clusters Score -412837.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -412858.343750 Penalty: 2629.579834
	Iteration 10Q: 3 clusters Score -412858.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -412877.562500 Penalty: 2629.579834
	Iteration 11Q: 3 clusters Score -412877.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -412901.468750 Penalty: 2629.579834
	Iteration 12Q: 3 clusters Score -412901.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -412928.656250 Penalty: 2629.579834
	Iteration 13Q: 3 clusters Score -412928.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -412950.750000 Penalty: 2629.579834
	Iteration 14Q: 3 clusters Score -412950.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -412972.218750 Penalty: 2629.579834
	Iteration 15Q: 3 clusters Score -412972.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -412996.687500 Penalty: 2629.579834
	Iteration 16Q: 3 clusters Score -412996.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -413021.437500 Penalty: 2629.579834
	Iteration 17Q: 3 clusters Score -413021.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -413035.906250 Penalty: 2629.579834
	Iteration 18Q: 3 clusters Score -413035.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -413055.062500 Penalty: 2629.579834
	Iteration 19Q: 3 clusters Score -413055.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -413078.593750 Penalty: 2629.579834
	Iteration 20F: 3 clusters Score -413078.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -413104.875000 Penalty: 2629.579834
	Iteration 21Q: 3 clusters Score -413104.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -413135.093750 Penalty: 2629.579834
	Iteration 22Q: 3 clusters Score -413135.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -413167.531250 Penalty: 2629.579834
	Iteration 23Q: 3 clusters Score -413167.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -413190.625000 Penalty: 2629.579834
	Iteration 24Q: 3 clusters Score -413190.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -413215.187500 Penalty: 2629.579834
	Iteration 25Q: 3 clusters Score -413215.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -413245.812500 Penalty: 2629.579834
	Iteration 26Q: 3 clusters Score -413245.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -413274.968750 Penalty: 2629.579834
	Iteration 27Q: 3 clusters Score -413275 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -413297.187500 Penalty: 2629.579834
	Iteration 28Q: 3 clusters Score -413297.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -413312.593750 Penalty: 2629.579834
	Iteration 29Q: 3 clusters Score -413312.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -413328.375000 Penalty: 2629.579834
	Iteration 30Q: 3 clusters Score -413328.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -413336.468750 Penalty: 2629.579834
	Iteration 31Q: 3 clusters Score -413336.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -413340.218750 Penalty: 2629.579834
	Iteration 32Q: 3 clusters Score -413340.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -413345.906250 Penalty: 2629.579834
	Iteration 33Q: 3 clusters Score -413345.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -413350.687500 Penalty: 2629.579834
	Iteration 34Q: 3 clusters Score -413350.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -413352.562500 Penalty: 2629.579834
	Iteration 35Q: 3 clusters Score -413352.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -413354.656250 Penalty: 2629.579834
	Iteration 36Q: 3 clusters Score -413354.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -413355.343750 Penalty: 2629.579834
	Iteration 37Q: 3 clusters Score -413355.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -413355.343750 Penalty: 2629.579834
	Iteration 38F: 3 clusters Score -413355.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (12402 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12402 members 
Entering Unmasked Estep 
Score: -1584007.250000 Penalty: 1531.662231
	Iteration 0F: 2 clusters Score -1584007 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6115 members 
Mstep: Class 2 contains 6287 members 
Entering Unmasked Estep 
Score: -1575239.750000 Penalty: 3063.324463
	Iteration 0F: 3 clusters Score -1575240 nChanged 5454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5721 members 
Mstep: Class 2 contains 6681 members 
Entering Unmasked Estep 
Score: -1578147.375000 Penalty: 3063.324463
	Iteration 1F: 3 clusters Score -1578147 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5507 members 
Mstep: Class 2 contains 6895 members 
Entering Unmasked Estep 
Score: -1578423.125000 Penalty: 3063.324463
	Iteration 2F: 3 clusters Score -1578423 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5249 members 
Mstep: Class 2 contains 7153 members 
Entering Unmasked Estep 
Score: -1578642.875000 Penalty: 3063.324463
	Iteration 3Q: 3 clusters Score -1578643 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 7524 members 
Entering Unmasked Estep 
Score: -1578869.750000 Penalty: 3063.324463
	Iteration 4Q: 3 clusters Score -1578870 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 7977 members 
Entering Unmasked Estep 
Score: -1579131.625000 Penalty: 3063.324463
	Iteration 5Q: 3 clusters Score -1579132 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 8551 members 
Entering Unmasked Estep 
Score: -1579485.250000 Penalty: 3063.324463
	Iteration 6F: 3 clusters Score -1579485 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 9259 members 
Entering Unmasked Estep 
Score: -1579983.125000 Penalty: 3063.324463
	Iteration 7F: 3 clusters Score -1579983 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 10007 members 
Entering Unmasked Estep 
Score: -1580572.500000 Penalty: 3063.324463
	Iteration 8F: 3 clusters Score -1580572 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 10733 members 
Entering Unmasked Estep 
Score: -1581190.250000 Penalty: 3063.324463
	Iteration 9F: 3 clusters Score -1581190 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 11352 members 
Entering Unmasked Estep 
Score: -1581755.750000 Penalty: 3063.324463
	Iteration 10F: 3 clusters Score -1581756 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 11752 members 
Entering Unmasked Estep 
Score: -1582107.000000 Penalty: 3063.324463
	Iteration 11Q: 3 clusters Score -1582107 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 11981 members 
Entering Unmasked Estep 
Score: -1582333.875000 Penalty: 3063.324463
	Iteration 12Q: 3 clusters Score -1582334 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 12112 members 
Entering Unmasked Estep 
Score: -1582472.375000 Penalty: 3063.324463
	Iteration 13Q: 3 clusters Score -1582472 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 12168 members 
Entering Unmasked Estep 
Score: -1582557.000000 Penalty: 3063.324463
	Iteration 14Q: 3 clusters Score -1582557 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 12194 members 
Entering Unmasked Estep 
Score: -1582602.500000 Penalty: 3063.324463
	Iteration 15Q: 3 clusters Score -1582602 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 12213 members 
Entering Unmasked Estep 
Score: -1582635.000000 Penalty: 3063.324463
	Iteration 16Q: 3 clusters Score -1582635 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 12226 members 
Entering Unmasked Estep 
Score: -1582666.375000 Penalty: 3063.324463
	Iteration 17Q: 3 clusters Score -1582666 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 12229 members 
Entering Unmasked Estep 
Score: -1582677.750000 Penalty: 3063.324463
	Iteration 18Q: 3 clusters Score -1582678 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 12232 members 
Entering Unmasked Estep 
Score: -1582685.125000 Penalty: 3063.324463
	Iteration 19Q: 3 clusters Score -1582685 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 12234 members 
Entering Unmasked Estep 
Score: -1582689.875000 Penalty: 3063.324463
	Iteration 20F: 3 clusters Score -1582690 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 12236 members 
Entering Unmasked Estep 
Score: -1582689.750000 Penalty: 3063.324463
	Iteration 21Q: 3 clusters Score -1582690 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 12238 members 
Entering Unmasked Estep 
Score: -1582699.500000 Penalty: 3063.324463
	Iteration 22Q: 3 clusters Score -1582700 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 12240 members 
Entering Unmasked Estep 
Score: -1582702.250000 Penalty: 3063.324463
	Iteration 23Q: 3 clusters Score -1582702 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 12240 members 
Entering Unmasked Estep 
Score: -1582702.250000 Penalty: 3063.324463
	Iteration 24F: 3 clusters Score -1582702 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (30299 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30299 members 
Entering Unmasked Estep 
Score: -3932428.250000 Penalty: 1676.816284
	Iteration 0F: 2 clusters Score -3932428 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15108 members 
Mstep: Class 2 contains 15191 members 
Entering Unmasked Estep 
Score: -3911886.750000 Penalty: 3353.632568
	Iteration 0F: 3 clusters Score -3911887 nChanged 13961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14359 members 
Mstep: Class 2 contains 15940 members 
Entering Unmasked Estep 
Score: -3919635.750000 Penalty: 3353.632568
	Iteration 1F: 3 clusters Score -3919636 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13892 members 
Mstep: Class 2 contains 16407 members 
Entering Unmasked Estep 
Score: -3920017.250000 Penalty: 3353.632568
	Iteration 2Q: 3 clusters Score -3920017 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13266 members 
Mstep: Class 2 contains 17033 members 
Entering Unmasked Estep 
Score: -3920448.000000 Penalty: 3353.632568
	Iteration 3Q: 3 clusters Score -3920448 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12399 members 
Mstep: Class 2 contains 17900 members 
Entering Unmasked Estep 
Score: -3920980.250000 Penalty: 3353.632568
	Iteration 4Q: 3 clusters Score -3920980 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11222 members 
Mstep: Class 2 contains 19077 members 
Entering Unmasked Estep 
Score: -3921682.500000 Penalty: 3353.632568
	Iteration 5F: 3 clusters Score -3921682 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9668 members 
Mstep: Class 2 contains 20631 members 
Entering Unmasked Estep 
Score: -3922707.750000 Penalty: 3353.632568
	Iteration 6F: 3 clusters Score -3922708 nChanged 2060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7738 members 
Mstep: Class 2 contains 22561 members 
Entering Unmasked Estep 
Score: -3924134.250000 Penalty: 3353.632568
	Iteration 7F: 3 clusters Score -3924134 nChanged 2109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5699 members 
Mstep: Class 2 contains 24600 members 
Entering Unmasked Estep 
Score: -3925763.500000 Penalty: 3353.632568
	Iteration 8F: 3 clusters Score -3925764 nChanged 1927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 26509 members 
Entering Unmasked Estep 
Score: -3927437.500000 Penalty: 3353.632568
	Iteration 9F: 3 clusters Score -3927438 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 28098 members 
Entering Unmasked Estep 
Score: -3928965.500000 Penalty: 3353.632568
	Iteration 10F: 3 clusters Score -3928966 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 29146 members 
Entering Unmasked Estep 
Score: -3929963.250000 Penalty: 3353.632568
	Iteration 11Q: 3 clusters Score -3929963 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 29680 members 
Entering Unmasked Estep 
Score: -3930477.500000 Penalty: 3353.632568
	Iteration 12Q: 3 clusters Score -3930478 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 29892 members 
Entering Unmasked Estep 
Score: -3930722.250000 Penalty: 3353.632568
	Iteration 13Q: 3 clusters Score -3930722 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 29979 members 
Entering Unmasked Estep 
Score: -3930839.750000 Penalty: 3353.632568
	Iteration 14Q: 3 clusters Score -3930840 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 30012 members 
Entering Unmasked Estep 
Score: -3930895.750000 Penalty: 3353.632568
	Iteration 15Q: 3 clusters Score -3930896 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 30028 members 
Entering Unmasked Estep 
Score: -3930926.000000 Penalty: 3353.632568
	Iteration 16Q: 3 clusters Score -3930926 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 30038 members 
Entering Unmasked Estep 
Score: -3930950.250000 Penalty: 3353.632568
	Iteration 17Q: 3 clusters Score -3930950 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 30046 members 
Entering Unmasked Estep 
Score: -3930974.000000 Penalty: 3353.632568
	Iteration 18Q: 3 clusters Score -3930974 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 30052 members 
Entering Unmasked Estep 
Score: -3930988.250000 Penalty: 3353.632568
	Iteration 19Q: 3 clusters Score -3930988 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 30058 members 
Entering Unmasked Estep 
Score: -3931002.000000 Penalty: 3353.632568
	Iteration 20F: 3 clusters Score -3931002 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 30061 members 
Entering Unmasked Estep 
Score: -3931005.500000 Penalty: 3353.632568
	Iteration 21Q: 3 clusters Score -3931006 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 30064 members 
Entering Unmasked Estep 
Score: -3931012.250000 Penalty: 3353.632568
	Iteration 22Q: 3 clusters Score -3931012 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 30063 members 
Entering Unmasked Estep 
Score: -3931015.000000 Penalty: 3353.632568
	Iteration 23Q: 3 clusters Score -3931015 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 30061 members 
Entering Unmasked Estep 
Score: -3931015.750000 Penalty: 3353.632568
	Iteration 24Q: 3 clusters Score -3931016 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 30062 members 
Entering Unmasked Estep 
Score: -3931020.000000 Penalty: 3353.632568
	Iteration 25Q: 3 clusters Score -3931020 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 30062 members 
Entering Unmasked Estep 
Score: -3931021.500000 Penalty: 3353.632568
	Iteration 26Q: 3 clusters Score -3931022 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 30062 members 
Entering Unmasked Estep 
Score: -3931018.250000 Penalty: 3353.632568
	Iteration 27Q: 3 clusters Score -3931018 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 30061 members 
Entering Unmasked Estep 
Score: -3931020.750000 Penalty: 3353.632568
	Iteration 28Q: 3 clusters Score -3931021 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 30061 members 
Entering Unmasked Estep 
Score: -3931026.750000 Penalty: 3353.632568
	Iteration 29Q: 3 clusters Score -3931027 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 30061 members 
Entering Unmasked Estep 
Score: -3931026.750000 Penalty: 3353.632568
	Iteration 30F: 3 clusters Score -3931027 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (14983 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14983 members 
Entering Unmasked Estep 
Score: -1869931.750000 Penalty: 1562.384155
	Iteration 0F: 2 clusters Score -1869932 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7484 members 
Mstep: Class 2 contains 7499 members 
Entering Unmasked Estep 
Score: -1859524.125000 Penalty: 3124.768311
	Iteration 0F: 3 clusters Score -1859524 nChanged 6665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7191 members 
Mstep: Class 2 contains 7792 members 
Entering Unmasked Estep 
Score: -1863122.625000 Penalty: 3124.768311
	Iteration 1F: 3 clusters Score -1863123 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7033 members 
Mstep: Class 2 contains 7950 members 
Entering Unmasked Estep 
Score: -1863449.125000 Penalty: 3124.768311
	Iteration 2F: 3 clusters Score -1863449 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6821 members 
Mstep: Class 2 contains 8162 members 
Entering Unmasked Estep 
Score: -1863743.500000 Penalty: 3124.768311
	Iteration 3Q: 3 clusters Score -1863744 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6564 members 
Mstep: Class 2 contains 8419 members 
Entering Unmasked Estep 
Score: -1864018.500000 Penalty: 3124.768311
	Iteration 4Q: 3 clusters Score -1864018 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6232 members 
Mstep: Class 2 contains 8751 members 
Entering Unmasked Estep 
Score: -1864308.500000 Penalty: 3124.768311
	Iteration 5Q: 3 clusters Score -1864308 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5797 members 
Mstep: Class 2 contains 9186 members 
Entering Unmasked Estep 
Score: -1864675.875000 Penalty: 3124.768311
	Iteration 6Q: 3 clusters Score -1864676 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 9675 members 
Entering Unmasked Estep 
Score: -1865091.125000 Penalty: 3124.768311
	Iteration 7Q: 3 clusters Score -1865091 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 10249 members 
Entering Unmasked Estep 
Score: -1865572.250000 Penalty: 3124.768311
	Iteration 8F: 3 clusters Score -1865572 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 10834 members 
Entering Unmasked Estep 
Score: -1866067.625000 Penalty: 3124.768311
	Iteration 9Q: 3 clusters Score -1866068 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 11437 members 
Entering Unmasked Estep 
Score: -1866544.125000 Penalty: 3124.768311
	Iteration 10Q: 3 clusters Score -1866544 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 11992 members 
Entering Unmasked Estep 
Score: -1866960.125000 Penalty: 3124.768311
	Iteration 11Q: 3 clusters Score -1866960 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 12528 members 
Entering Unmasked Estep 
Score: -1867345.750000 Penalty: 3124.768311
	Iteration 12Q: 3 clusters Score -1867346 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 12999 members 
Entering Unmasked Estep 
Score: -1867695.000000 Penalty: 3124.768311
	Iteration 13Q: 3 clusters Score -1867695 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 13417 members 
Entering Unmasked Estep 
Score: -1867990.750000 Penalty: 3124.768311
	Iteration 14Q: 3 clusters Score -1867991 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 13733 members 
Entering Unmasked Estep 
Score: -1868210.750000 Penalty: 3124.768311
	Iteration 15Q: 3 clusters Score -1868211 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 13979 members 
Entering Unmasked Estep 
Score: -1868384.375000 Penalty: 3124.768311
	Iteration 16Q: 3 clusters Score -1868384 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 14145 members 
Entering Unmasked Estep 
Score: -1868490.000000 Penalty: 3124.768311
	Iteration 17Q: 3 clusters Score -1868490 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 14271 members 
Entering Unmasked Estep 
Score: -1868587.750000 Penalty: 3124.768311
	Iteration 18Q: 3 clusters Score -1868588 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 14355 members 
Entering Unmasked Estep 
Score: -1868657.875000 Penalty: 3124.768311
	Iteration 19Q: 3 clusters Score -1868658 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 14414 members 
Entering Unmasked Estep 
Score: -1868705.625000 Penalty: 3124.768311
	Iteration 20F: 3 clusters Score -1868706 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 14449 members 
Entering Unmasked Estep 
Score: -1868742.750000 Penalty: 3124.768311
	Iteration 21Q: 3 clusters Score -1868743 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 14482 members 
Entering Unmasked Estep 
Score: -1868783.875000 Penalty: 3124.768311
	Iteration 22Q: 3 clusters Score -1868784 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 14496 members 
Entering Unmasked Estep 
Score: -1868806.750000 Penalty: 3124.768311
	Iteration 23Q: 3 clusters Score -1868807 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 14515 members 
Entering Unmasked Estep 
Score: -1868830.500000 Penalty: 3124.768311
	Iteration 24Q: 3 clusters Score -1868830 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 14526 members 
Entering Unmasked Estep 
Score: -1868843.000000 Penalty: 3124.768311
	Iteration 25Q: 3 clusters Score -1868843 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 14535 members 
Entering Unmasked Estep 
Score: -1868851.125000 Penalty: 3124.768311
	Iteration 26Q: 3 clusters Score -1868851 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 14545 members 
Entering Unmasked Estep 
Score: -1868862.000000 Penalty: 3124.768311
	Iteration 27Q: 3 clusters Score -1868862 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 14549 members 
Entering Unmasked Estep 
Score: -1868872.000000 Penalty: 3124.768311
	Iteration 28Q: 3 clusters Score -1868872 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 14549 members 
Entering Unmasked Estep 
Score: -1868875.875000 Penalty: 3124.768311
	Iteration 29Q: 3 clusters Score -1868876 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 14554 members 
Entering Unmasked Estep 
Score: -1868886.500000 Penalty: 3124.768311
	Iteration 30Q: 3 clusters Score -1868886 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 14564 members 
Entering Unmasked Estep 
Score: -1868895.125000 Penalty: 3124.768311
	Iteration 31Q: 3 clusters Score -1868895 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 14563 members 
Entering Unmasked Estep 
Score: -1868900.875000 Penalty: 3124.768311
	Iteration 32Q: 3 clusters Score -1868901 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 14561 members 
Entering Unmasked Estep 
Score: -1868899.625000 Penalty: 3124.768311
	Iteration 33Q: 3 clusters Score -1868900 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 14562 members 
Entering Unmasked Estep 
Score: -1868902.125000 Penalty: 3124.768311
	Iteration 34Q: 3 clusters Score -1868902 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 14560 members 
Entering Unmasked Estep 
Score: -1868903.000000 Penalty: 3124.768311
	Iteration 35Q: 3 clusters Score -1868903 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 14559 members 
Entering Unmasked Estep 
Score: -1868902.000000 Penalty: 3124.768311
	Iteration 36Q: 3 clusters Score -1868902 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 14559 members 
Entering Unmasked Estep 
Score: -1868902.000000 Penalty: 3124.768311
	Iteration 37F: 3 clusters Score -1868902 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (14055 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14055 members 
Entering Unmasked Estep 
Score: -1773651.375000 Penalty: 1551.994263
	Iteration 0F: 2 clusters Score -1773651 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6998 members 
Mstep: Class 2 contains 7057 members 
Entering Unmasked Estep 
Score: -1763864.625000 Penalty: 3103.988525
	Iteration 0F: 3 clusters Score -1763865 nChanged 6193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6901 members 
Mstep: Class 2 contains 7154 members 
Entering Unmasked Estep 
Score: -1767367.125000 Penalty: 3103.988525
	Iteration 1F: 3 clusters Score -1767367 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6910 members 
Mstep: Class 2 contains 7145 members 
Entering Unmasked Estep 
Score: -1767861.750000 Penalty: 3103.988525
	Iteration 2F: 3 clusters Score -1767862 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7023 members 
Mstep: Class 2 contains 7032 members 
Entering Unmasked Estep 
Score: -1768400.750000 Penalty: 3103.988525
	Iteration 3F: 3 clusters Score -1768401 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7280 members 
Mstep: Class 2 contains 6775 members 
Entering Unmasked Estep 
Score: -1769066.500000 Penalty: 3103.988525
	Iteration 4F: 3 clusters Score -1769066 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7615 members 
Mstep: Class 2 contains 6440 members 
Entering Unmasked Estep 
Score: -1769859.375000 Penalty: 3103.988525
	Iteration 5F: 3 clusters Score -1769859 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8081 members 
Mstep: Class 2 contains 5974 members 
Entering Unmasked Estep 
Score: -1770688.750000 Penalty: 3103.988525
	Iteration 6F: 3 clusters Score -1770689 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8523 members 
Mstep: Class 2 contains 5532 members 
Entering Unmasked Estep 
Score: -1771376.000000 Penalty: 3103.988525
	Iteration 7F: 3 clusters Score -1771376 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8913 members 
Mstep: Class 2 contains 5142 members 
Entering Unmasked Estep 
Score: -1771924.750000 Penalty: 3103.988525
	Iteration 8F: 3 clusters Score -1771925 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9215 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -1772320.625000 Penalty: 3103.988525
	Iteration 9Q: 3 clusters Score -1772321 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9457 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -1772541.625000 Penalty: 3103.988525
	Iteration 10Q: 3 clusters Score -1772542 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9670 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -1772679.875000 Penalty: 3103.988525
	Iteration 11Q: 3 clusters Score -1772680 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9837 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -1772753.625000 Penalty: 3103.988525
	Iteration 12Q: 3 clusters Score -1772754 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9985 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -1772807.375000 Penalty: 3103.988525
	Iteration 13Q: 3 clusters Score -1772807 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10103 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -1772846.375000 Penalty: 3103.988525
	Iteration 14Q: 3 clusters Score -1772846 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10207 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -1772874.000000 Penalty: 3103.988525
	Iteration 15Q: 3 clusters Score -1772874 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10302 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -1772896.875000 Penalty: 3103.988525
	Iteration 16Q: 3 clusters Score -1772897 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10390 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -1772917.250000 Penalty: 3103.988525
	Iteration 17Q: 3 clusters Score -1772917 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10469 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -1772935.750000 Penalty: 3103.988525
	Iteration 18Q: 3 clusters Score -1772936 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10546 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -1772955.625000 Penalty: 3103.988525
	Iteration 19Q: 3 clusters Score -1772956 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10611 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -1772965.125000 Penalty: 3103.988525
	Iteration 20F: 3 clusters Score -1772965 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10670 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -1772982.375000 Penalty: 3103.988525
	Iteration 21Q: 3 clusters Score -1772982 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10719 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -1772989.750000 Penalty: 3103.988525
	Iteration 22Q: 3 clusters Score -1772990 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10757 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -1772991.500000 Penalty: 3103.988525
	Iteration 23Q: 3 clusters Score -1772992 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10786 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -1773000.250000 Penalty: 3103.988525
	Iteration 24Q: 3 clusters Score -1773000 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10808 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -1773001.500000 Penalty: 3103.988525
	Iteration 25Q: 3 clusters Score -1773002 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10834 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -1773005.750000 Penalty: 3103.988525
	Iteration 26Q: 3 clusters Score -1773006 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10863 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -1773013.250000 Penalty: 3103.988525
	Iteration 27Q: 3 clusters Score -1773013 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10892 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -1773011.375000 Penalty: 3103.988525
	Iteration 28Q: 3 clusters Score -1773011 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10915 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -1773016.750000 Penalty: 3103.988525
	Iteration 29Q: 3 clusters Score -1773017 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10942 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -1773020.125000 Penalty: 3103.988525
	Iteration 30Q: 3 clusters Score -1773020 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10967 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -1773024.625000 Penalty: 3103.988525
	Iteration 31Q: 3 clusters Score -1773025 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10996 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -1773029.625000 Penalty: 3103.988525
	Iteration 32Q: 3 clusters Score -1773030 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11007 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -1773034.875000 Penalty: 3103.988525
	Iteration 33Q: 3 clusters Score -1773035 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11014 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -1773038.125000 Penalty: 3103.988525
	Iteration 34Q: 3 clusters Score -1773038 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11022 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -1773036.500000 Penalty: 3103.988525
	Iteration 35Q: 3 clusters Score -1773036 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11032 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -1773037.125000 Penalty: 3103.988525
	Iteration 36Q: 3 clusters Score -1773037 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11042 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -1773038.250000 Penalty: 3103.988525
	Iteration 37Q: 3 clusters Score -1773038 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11050 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -1773041.750000 Penalty: 3103.988525
	Iteration 38Q: 3 clusters Score -1773042 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11055 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -1773044.375000 Penalty: 3103.988525
	Iteration 39Q: 3 clusters Score -1773044 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11057 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -1773044.000000 Penalty: 3103.988525
	Iteration 40F: 3 clusters Score -1773044 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11062 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -1773042.750000 Penalty: 3103.988525
	Iteration 41Q: 3 clusters Score -1773043 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11065 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -1773044.250000 Penalty: 3103.988525
	Iteration 42Q: 3 clusters Score -1773044 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11072 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -1773044.000000 Penalty: 3103.988525
	Iteration 43Q: 3 clusters Score -1773044 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11078 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -1773041.250000 Penalty: 3103.988525
	Iteration 44Q: 3 clusters Score -1773041 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11083 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -1773041.500000 Penalty: 3103.988525
	Iteration 45Q: 3 clusters Score -1773042 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11086 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -1773042.375000 Penalty: 3103.988525
	Iteration 46Q: 3 clusters Score -1773042 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11088 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -1773043.750000 Penalty: 3103.988525
	Iteration 47Q: 3 clusters Score -1773044 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11089 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -1773043.875000 Penalty: 3103.988525
	Iteration 48Q: 3 clusters Score -1773044 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11089 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -1773043.875000 Penalty: 3103.988525
	Iteration 49F: 3 clusters Score -1773044 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (26247 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26247 members 
Entering Unmasked Estep 
Score: -3094821.750000 Penalty: 1653.487427
	Iteration 0F: 2 clusters Score -3094822 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12981 members 
Mstep: Class 2 contains 13266 members 
Entering Unmasked Estep 
Score: -3077139.750000 Penalty: 3306.974854
	Iteration 0F: 3 clusters Score -3077140 nChanged 12019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11878 members 
Mstep: Class 2 contains 14369 members 
Entering Unmasked Estep 
Score: -3084073.500000 Penalty: 3306.974854
	Iteration 1F: 3 clusters Score -3084074 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11212 members 
Mstep: Class 2 contains 15035 members 
Entering Unmasked Estep 
Score: -3084843.250000 Penalty: 3306.974854
	Iteration 2F: 3 clusters Score -3084843 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10355 members 
Mstep: Class 2 contains 15892 members 
Entering Unmasked Estep 
Score: -3085664.500000 Penalty: 3306.974854
	Iteration 3F: 3 clusters Score -3085664 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9244 members 
Mstep: Class 2 contains 17003 members 
Entering Unmasked Estep 
Score: -3086653.000000 Penalty: 3306.974854
	Iteration 4F: 3 clusters Score -3086653 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7953 members 
Mstep: Class 2 contains 18294 members 
Entering Unmasked Estep 
Score: -3087749.000000 Penalty: 3306.974854
	Iteration 5F: 3 clusters Score -3087749 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6560 members 
Mstep: Class 2 contains 19687 members 
Entering Unmasked Estep 
Score: -3088941.500000 Penalty: 3306.974854
	Iteration 6F: 3 clusters Score -3088942 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 21046 members 
Entering Unmasked Estep 
Score: -3090089.500000 Penalty: 3306.974854
	Iteration 7F: 3 clusters Score -3090090 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 22245 members 
Entering Unmasked Estep 
Score: -3091078.750000 Penalty: 3306.974854
	Iteration 8Q: 3 clusters Score -3091079 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 23180 members 
Entering Unmasked Estep 
Score: -3091845.250000 Penalty: 3306.974854
	Iteration 9Q: 3 clusters Score -3091845 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 23863 members 
Entering Unmasked Estep 
Score: -3092379.750000 Penalty: 3306.974854
	Iteration 10Q: 3 clusters Score -3092380 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 24396 members 
Entering Unmasked Estep 
Score: -3092770.250000 Penalty: 3306.974854
	Iteration 11Q: 3 clusters Score -3092770 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 24759 members 
Entering Unmasked Estep 
Score: -3093035.000000 Penalty: 3306.974854
	Iteration 12Q: 3 clusters Score -3093035 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 25028 members 
Entering Unmasked Estep 
Score: -3093254.500000 Penalty: 3306.974854
	Iteration 13Q: 3 clusters Score -3093254 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 25230 members 
Entering Unmasked Estep 
Score: -3093443.250000 Penalty: 3306.974854
	Iteration 14Q: 3 clusters Score -3093443 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 25368 members 
Entering Unmasked Estep 
Score: -3093573.250000 Penalty: 3306.974854
	Iteration 15Q: 3 clusters Score -3093573 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 25462 members 
Entering Unmasked Estep 
Score: -3093657.000000 Penalty: 3306.974854
	Iteration 16Q: 3 clusters Score -3093657 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 25523 members 
Entering Unmasked Estep 
Score: -3093713.000000 Penalty: 3306.974854
	Iteration 17Q: 3 clusters Score -3093713 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 25557 members 
Entering Unmasked Estep 
Score: -3093750.250000 Penalty: 3306.974854
	Iteration 18Q: 3 clusters Score -3093750 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 25590 members 
Entering Unmasked Estep 
Score: -3093785.000000 Penalty: 3306.974854
	Iteration 19Q: 3 clusters Score -3093785 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 25603 members 
Entering Unmasked Estep 
Score: -3093802.500000 Penalty: 3306.974854
	Iteration 20F: 3 clusters Score -3093802 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 25612 members 
Entering Unmasked Estep 
Score: -3093804.000000 Penalty: 3306.974854
	Iteration 21Q: 3 clusters Score -3093804 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 25616 members 
Entering Unmasked Estep 
Score: -3093807.000000 Penalty: 3306.974854
	Iteration 22Q: 3 clusters Score -3093807 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 25630 members 
Entering Unmasked Estep 
Score: -3093821.000000 Penalty: 3306.974854
	Iteration 23Q: 3 clusters Score -3093821 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 25637 members 
Entering Unmasked Estep 
Score: -3093833.250000 Penalty: 3306.974854
	Iteration 24Q: 3 clusters Score -3093833 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 25642 members 
Entering Unmasked Estep 
Score: -3093836.750000 Penalty: 3306.974854
	Iteration 25Q: 3 clusters Score -3093837 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 25646 members 
Entering Unmasked Estep 
Score: -3093847.250000 Penalty: 3306.974854
	Iteration 26Q: 3 clusters Score -3093847 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 25648 members 
Entering Unmasked Estep 
Score: -3093850.750000 Penalty: 3306.974854
	Iteration 27Q: 3 clusters Score -3093851 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 25651 members 
Entering Unmasked Estep 
Score: -3093858.500000 Penalty: 3306.974854
	Iteration 28Q: 3 clusters Score -3093858 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 25649 members 
Entering Unmasked Estep 
Score: -3093863.250000 Penalty: 3306.974854
	Iteration 29Q: 3 clusters Score -3093863 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 25646 members 
Entering Unmasked Estep 
Score: -3093869.000000 Penalty: 3306.974854
	Iteration 30Q: 3 clusters Score -3093869 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 25645 members 
Entering Unmasked Estep 
Score: -3093863.750000 Penalty: 3306.974854
	Iteration 31Q: 3 clusters Score -3093864 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 25645 members 
Entering Unmasked Estep 
Score: -3093869.750000 Penalty: 3306.974854
	Iteration 32Q: 3 clusters Score -3093870 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 25645 members 
Entering Unmasked Estep 
Score: -3093869.250000 Penalty: 3306.974854
	Iteration 33Q: 3 clusters Score -3093869 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 25643 members 
Entering Unmasked Estep 
Score: -3093877.000000 Penalty: 3306.974854
	Iteration 34Q: 3 clusters Score -3093877 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 25645 members 
Entering Unmasked Estep 
Score: -3093875.000000 Penalty: 3306.974854
	Iteration 35Q: 3 clusters Score -3093875 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 25644 members 
Entering Unmasked Estep 
Score: -3093872.000000 Penalty: 3306.974854
	Iteration 36Q: 3 clusters Score -3093872 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 25644 members 
Entering Unmasked Estep 
Score: -3093872.000000 Penalty: 3306.974854
	Iteration 37F: 3 clusters Score -3093872 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2000 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Entering Unmasked Estep 
Score: -248408.218750 Penalty: 1235.146606
	Iteration 0F: 2 clusters Score -248408.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -246344.281250 Penalty: 2470.293213
	Iteration 0F: 3 clusters Score -246344.3 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -246802.531250 Penalty: 2470.293213
	Iteration 1F: 3 clusters Score -246802.5 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -246956.515625 Penalty: 2470.293213
	Iteration 2F: 3 clusters Score -246956.5 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -247089.546875 Penalty: 2470.293213
	Iteration 3F: 3 clusters Score -247089.5 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -247263.609375 Penalty: 2470.293213
	Iteration 4F: 3 clusters Score -247263.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -247385.187500 Penalty: 2470.293213
	Iteration 5F: 3 clusters Score -247385.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -247462.187500 Penalty: 2470.293213
	Iteration 6Q: 3 clusters Score -247462.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -247523.000000 Penalty: 2470.293213
	Iteration 7Q: 3 clusters Score -247523 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -247573.531250 Penalty: 2470.293213
	Iteration 8Q: 3 clusters Score -247573.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -247624.937500 Penalty: 2470.293213
	Iteration 9Q: 3 clusters Score -247624.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -247662.718750 Penalty: 2470.293213
	Iteration 10Q: 3 clusters Score -247662.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -247696.375000 Penalty: 2470.293213
	Iteration 11Q: 3 clusters Score -247696.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -247724.875000 Penalty: 2470.293213
	Iteration 12Q: 3 clusters Score -247724.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -247752.187500 Penalty: 2470.293213
	Iteration 13Q: 3 clusters Score -247752.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -247771.437500 Penalty: 2470.293213
	Iteration 14Q: 3 clusters Score -247771.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -247788.234375 Penalty: 2470.293213
	Iteration 15Q: 3 clusters Score -247788.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -247804.171875 Penalty: 2470.293213
	Iteration 16Q: 3 clusters Score -247804.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -247810.312500 Penalty: 2470.293213
	Iteration 17Q: 3 clusters Score -247810.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -247813.265625 Penalty: 2470.293213
	Iteration 18Q: 3 clusters Score -247813.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -247816.109375 Penalty: 2470.293213
	Iteration 19Q: 3 clusters Score -247816.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -247819.031250 Penalty: 2470.293213
	Iteration 20F: 3 clusters Score -247819 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -247821.140625 Penalty: 2470.293213
	Iteration 21Q: 3 clusters Score -247821.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -247823.921875 Penalty: 2470.293213
	Iteration 22Q: 3 clusters Score -247823.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -247827.781250 Penalty: 2470.293213
	Iteration 23Q: 3 clusters Score -247827.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -247829.937500 Penalty: 2470.293213
	Iteration 24Q: 3 clusters Score -247829.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -247830.734375 Penalty: 2470.293213
	Iteration 25Q: 3 clusters Score -247830.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -247830.734375 Penalty: 2470.293213
	Iteration 26F: 3 clusters Score -247830.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (13389 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13389 members 
Entering Unmasked Estep 
Score: -1699836.500000 Penalty: 1544.105713
	Iteration 0F: 2 clusters Score -1699836 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6843 members 
Mstep: Class 2 contains 6546 members 
Entering Unmasked Estep 
Score: -1690534.750000 Penalty: 3088.211426
	Iteration 0F: 3 clusters Score -1690535 nChanged 5875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7448 members 
Mstep: Class 2 contains 5941 members 
Entering Unmasked Estep 
Score: -1693783.750000 Penalty: 3088.211426
	Iteration 1F: 3 clusters Score -1693784 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7779 members 
Mstep: Class 2 contains 5610 members 
Entering Unmasked Estep 
Score: -1694154.625000 Penalty: 3088.211426
	Iteration 2F: 3 clusters Score -1694155 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8204 members 
Mstep: Class 2 contains 5185 members 
Entering Unmasked Estep 
Score: -1694534.375000 Penalty: 3088.211426
	Iteration 3F: 3 clusters Score -1694534 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8668 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -1694912.125000 Penalty: 3088.211426
	Iteration 4Q: 3 clusters Score -1694912 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9204 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -1695322.375000 Penalty: 3088.211426
	Iteration 5Q: 3 clusters Score -1695322 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9824 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -1695816.000000 Penalty: 3088.211426
	Iteration 6F: 3 clusters Score -1695816 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10500 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -1696368.125000 Penalty: 3088.211426
	Iteration 7F: 3 clusters Score -1696368 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11186 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -1696945.125000 Penalty: 3088.211426
	Iteration 8F: 3 clusters Score -1696945 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11775 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -1697440.750000 Penalty: 3088.211426
	Iteration 9Q: 3 clusters Score -1697441 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12243 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -1697810.250000 Penalty: 3088.211426
	Iteration 10Q: 3 clusters Score -1697810 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12550 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -1698046.000000 Penalty: 3088.211426
	Iteration 11Q: 3 clusters Score -1698046 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12752 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -1698212.250000 Penalty: 3088.211426
	Iteration 12Q: 3 clusters Score -1698212 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12881 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -1698319.125000 Penalty: 3088.211426
	Iteration 13Q: 3 clusters Score -1698319 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12944 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -1698383.250000 Penalty: 3088.211426
	Iteration 14Q: 3 clusters Score -1698383 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12990 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -1698431.625000 Penalty: 3088.211426
	Iteration 15Q: 3 clusters Score -1698432 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13020 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -1698460.375000 Penalty: 3088.211426
	Iteration 16Q: 3 clusters Score -1698460 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13038 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -1698495.000000 Penalty: 3088.211426
	Iteration 17Q: 3 clusters Score -1698495 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13052 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -1698526.375000 Penalty: 3088.211426
	Iteration 18Q: 3 clusters Score -1698526 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13063 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -1698540.000000 Penalty: 3088.211426
	Iteration 19Q: 3 clusters Score -1698540 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13070 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -1698553.375000 Penalty: 3088.211426
	Iteration 20F: 3 clusters Score -1698553 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13074 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -1698568.125000 Penalty: 3088.211426
	Iteration 21Q: 3 clusters Score -1698568 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13077 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -1698576.500000 Penalty: 3088.211426
	Iteration 22Q: 3 clusters Score -1698576 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13079 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -1698586.500000 Penalty: 3088.211426
	Iteration 23Q: 3 clusters Score -1698586 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13084 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -1698592.625000 Penalty: 3088.211426
	Iteration 24Q: 3 clusters Score -1698593 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13090 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -1698602.000000 Penalty: 3088.211426
	Iteration 25Q: 3 clusters Score -1698602 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13096 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -1698608.250000 Penalty: 3088.211426
	Iteration 26Q: 3 clusters Score -1698608 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13098 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -1698611.125000 Penalty: 3088.211426
	Iteration 27Q: 3 clusters Score -1698611 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13098 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -1698611.125000 Penalty: 3088.211426
	Iteration 28F: 3 clusters Score -1698611 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (435 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Entering Unmasked Estep 
Score: -46690.031250 Penalty: 987.243713
	Iteration 0F: 2 clusters Score -46690.03 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 210 members 
Entering Unmasked Estep 
Score: -45822.917969 Penalty: 1974.487427
	Iteration 0F: 3 clusters Score -45822.92 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -46068.511719 Penalty: 1974.487427
	Iteration 1F: 3 clusters Score -46068.51 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -46166.324219 Penalty: 1974.487427
	Iteration 2F: 3 clusters Score -46166.32 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -46191.089844 Penalty: 1974.487427
	Iteration 3Q: 3 clusters Score -46191.09 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -46203.011719 Penalty: 1974.487427
	Iteration 4Q: 3 clusters Score -46203.01 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -46213.562500 Penalty: 1974.487427
	Iteration 5Q: 3 clusters Score -46213.56 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -46233.585938 Penalty: 1974.487427
	Iteration 6Q: 3 clusters Score -46233.59 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -46242.031250 Penalty: 1974.487427
	Iteration 7Q: 3 clusters Score -46242.03 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -46247.390625 Penalty: 1974.487427
	Iteration 8Q: 3 clusters Score -46247.39 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -46250.453125 Penalty: 1974.487427
	Iteration 9Q: 3 clusters Score -46250.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -46251.410156 Penalty: 1974.487427
	Iteration 10Q: 3 clusters Score -46251.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -46254.589844 Penalty: 1974.487427
	Iteration 11Q: 3 clusters Score -46254.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -46255.671875 Penalty: 1974.487427
	Iteration 12Q: 3 clusters Score -46255.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -46257.414062 Penalty: 1974.487427
	Iteration 13Q: 3 clusters Score -46257.41 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -46275.167969 Penalty: 1974.487427
	Iteration 14Q: 3 clusters Score -46275.17 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -46291.445312 Penalty: 1974.487427
	Iteration 15Q: 3 clusters Score -46291.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -46291.445312 Penalty: 1974.487427
	Iteration 16F: 3 clusters Score -46291.45 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (9561 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9561 members 
Entering Unmasked Estep 
Score: -1205954.375000 Penalty: 1489.385132
	Iteration 0F: 2 clusters Score -1205954 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -1199029.125000 Penalty: 2978.770264
	Iteration 0F: 3 clusters Score -1199029 nChanged 4122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -1201252.750000 Penalty: 2978.770264
	Iteration 1F: 3 clusters Score -1201253 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -1201559.375000 Penalty: 2978.770264
	Iteration 2F: 3 clusters Score -1201559 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -1201810.125000 Penalty: 2978.770264
	Iteration 3F: 3 clusters Score -1201810 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -1202004.625000 Penalty: 2978.770264
	Iteration 4Q: 3 clusters Score -1202005 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 4996 members 
Entering Unmasked Estep 
Score: -1202138.750000 Penalty: 2978.770264
	Iteration 5Q: 3 clusters Score -1202139 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -1202260.750000 Penalty: 2978.770264
	Iteration 6Q: 3 clusters Score -1202261 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 5038 members 
Entering Unmasked Estep 
Score: -1202385.750000 Penalty: 2978.770264
	Iteration 7Q: 3 clusters Score -1202386 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 5061 members 
Entering Unmasked Estep 
Score: -1202522.000000 Penalty: 2978.770264
	Iteration 8Q: 3 clusters Score -1202522 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 5101 members 
Entering Unmasked Estep 
Score: -1202660.625000 Penalty: 2978.770264
	Iteration 9Q: 3 clusters Score -1202661 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 5161 members 
Entering Unmasked Estep 
Score: -1202828.500000 Penalty: 2978.770264
	Iteration 10Q: 3 clusters Score -1202828 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -1202976.250000 Penalty: 2978.770264
	Iteration 11Q: 3 clusters Score -1202976 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -1203121.250000 Penalty: 2978.770264
	Iteration 12Q: 3 clusters Score -1203121 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 5312 members 
Entering Unmasked Estep 
Score: -1203252.125000 Penalty: 2978.770264
	Iteration 13Q: 3 clusters Score -1203252 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 5342 members 
Entering Unmasked Estep 
Score: -1203366.875000 Penalty: 2978.770264
	Iteration 14Q: 3 clusters Score -1203367 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 5365 members 
Entering Unmasked Estep 
Score: -1203470.125000 Penalty: 2978.770264
	Iteration 15Q: 3 clusters Score -1203470 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 5389 members 
Entering Unmasked Estep 
Score: -1203555.750000 Penalty: 2978.770264
	Iteration 16Q: 3 clusters Score -1203556 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 5433 members 
Entering Unmasked Estep 
Score: -1203638.750000 Penalty: 2978.770264
	Iteration 17Q: 3 clusters Score -1203639 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 5488 members 
Entering Unmasked Estep 
Score: -1203723.125000 Penalty: 2978.770264
	Iteration 18Q: 3 clusters Score -1203723 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 5549 members 
Entering Unmasked Estep 
Score: -1203817.500000 Penalty: 2978.770264
	Iteration 19Q: 3 clusters Score -1203818 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 5613 members 
Entering Unmasked Estep 
Score: -1203897.875000 Penalty: 2978.770264
	Iteration 20F: 3 clusters Score -1203898 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 5685 members 
Entering Unmasked Estep 
Score: -1203971.750000 Penalty: 2978.770264
	Iteration 21Q: 3 clusters Score -1203972 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 5755 members 
Entering Unmasked Estep 
Score: -1204035.500000 Penalty: 2978.770264
	Iteration 22Q: 3 clusters Score -1204036 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 5837 members 
Entering Unmasked Estep 
Score: -1204096.500000 Penalty: 2978.770264
	Iteration 23Q: 3 clusters Score -1204096 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 5920 members 
Entering Unmasked Estep 
Score: -1204156.000000 Penalty: 2978.770264
	Iteration 24Q: 3 clusters Score -1204156 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 6014 members 
Entering Unmasked Estep 
Score: -1204209.500000 Penalty: 2978.770264
	Iteration 25Q: 3 clusters Score -1204210 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 6115 members 
Entering Unmasked Estep 
Score: -1204261.625000 Penalty: 2978.770264
	Iteration 26Q: 3 clusters Score -1204262 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 6198 members 
Entering Unmasked Estep 
Score: -1204305.500000 Penalty: 2978.770264
	Iteration 27Q: 3 clusters Score -1204306 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 6275 members 
Entering Unmasked Estep 
Score: -1204335.250000 Penalty: 2978.770264
	Iteration 28Q: 3 clusters Score -1204335 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 6354 members 
Entering Unmasked Estep 
Score: -1204377.000000 Penalty: 2978.770264
	Iteration 29Q: 3 clusters Score -1204377 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 6444 members 
Entering Unmasked Estep 
Score: -1204416.125000 Penalty: 2978.770264
	Iteration 30Q: 3 clusters Score -1204416 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 6506 members 
Entering Unmasked Estep 
Score: -1204438.375000 Penalty: 2978.770264
	Iteration 31Q: 3 clusters Score -1204438 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 6579 members 
Entering Unmasked Estep 
Score: -1204464.875000 Penalty: 2978.770264
	Iteration 32Q: 3 clusters Score -1204465 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 6644 members 
Entering Unmasked Estep 
Score: -1204489.375000 Penalty: 2978.770264
	Iteration 33Q: 3 clusters Score -1204489 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 6698 members 
Entering Unmasked Estep 
Score: -1204506.000000 Penalty: 2978.770264
	Iteration 34Q: 3 clusters Score -1204506 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 6745 members 
Entering Unmasked Estep 
Score: -1204520.000000 Penalty: 2978.770264
	Iteration 35Q: 3 clusters Score -1204520 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 6798 members 
Entering Unmasked Estep 
Score: -1204534.375000 Penalty: 2978.770264
	Iteration 36Q: 3 clusters Score -1204534 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 6843 members 
Entering Unmasked Estep 
Score: -1204545.375000 Penalty: 2978.770264
	Iteration 37Q: 3 clusters Score -1204545 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 6878 members 
Entering Unmasked Estep 
Score: -1204554.000000 Penalty: 2978.770264
	Iteration 38Q: 3 clusters Score -1204554 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 6912 members 
Entering Unmasked Estep 
Score: -1204562.625000 Penalty: 2978.770264
	Iteration 39Q: 3 clusters Score -1204563 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 6949 members 
Entering Unmasked Estep 
Score: -1204576.250000 Penalty: 2978.770264
	Iteration 40F: 3 clusters Score -1204576 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 6990 members 
Entering Unmasked Estep 
Score: -1204588.125000 Penalty: 2978.770264
	Iteration 41Q: 3 clusters Score -1204588 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 7035 members 
Entering Unmasked Estep 
Score: -1204599.375000 Penalty: 2978.770264
	Iteration 42Q: 3 clusters Score -1204599 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 7078 members 
Entering Unmasked Estep 
Score: -1204614.500000 Penalty: 2978.770264
	Iteration 43Q: 3 clusters Score -1204614 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 7120 members 
Entering Unmasked Estep 
Score: -1204626.875000 Penalty: 2978.770264
	Iteration 44Q: 3 clusters Score -1204627 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 7167 members 
Entering Unmasked Estep 
Score: -1204640.375000 Penalty: 2978.770264
	Iteration 45Q: 3 clusters Score -1204640 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 7208 members 
Entering Unmasked Estep 
Score: -1204648.750000 Penalty: 2978.770264
	Iteration 46Q: 3 clusters Score -1204649 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 7241 members 
Entering Unmasked Estep 
Score: -1204656.125000 Penalty: 2978.770264
	Iteration 47Q: 3 clusters Score -1204656 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 7270 members 
Entering Unmasked Estep 
Score: -1204662.000000 Penalty: 2978.770264
	Iteration 48Q: 3 clusters Score -1204662 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 7286 members 
Entering Unmasked Estep 
Score: -1204664.000000 Penalty: 2978.770264
	Iteration 49Q: 3 clusters Score -1204664 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 7298 members 
Entering Unmasked Estep 
Score: -1204666.375000 Penalty: 2978.770264
	Iteration 50Q: 3 clusters Score -1204666 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 7312 members 
Entering Unmasked Estep 
Score: -1204670.750000 Penalty: 2978.770264
	Iteration 51Q: 3 clusters Score -1204671 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 7326 members 
Entering Unmasked Estep 
Score: -1204673.250000 Penalty: 2978.770264
	Iteration 52Q: 3 clusters Score -1204673 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 7345 members 
Entering Unmasked Estep 
Score: -1204673.750000 Penalty: 2978.770264
	Iteration 53Q: 3 clusters Score -1204674 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 7362 members 
Entering Unmasked Estep 
Score: -1204678.625000 Penalty: 2978.770264
	Iteration 54Q: 3 clusters Score -1204679 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 7383 members 
Entering Unmasked Estep 
Score: -1204683.000000 Penalty: 2978.770264
	Iteration 55Q: 3 clusters Score -1204683 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 7402 members 
Entering Unmasked Estep 
Score: -1204687.750000 Penalty: 2978.770264
	Iteration 56Q: 3 clusters Score -1204688 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 7422 members 
Entering Unmasked Estep 
Score: -1204695.875000 Penalty: 2978.770264
	Iteration 57Q: 3 clusters Score -1204696 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 7441 members 
Entering Unmasked Estep 
Score: -1204700.875000 Penalty: 2978.770264
	Iteration 58Q: 3 clusters Score -1204701 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 7463 members 
Entering Unmasked Estep 
Score: -1204706.000000 Penalty: 2978.770264
	Iteration 59Q: 3 clusters Score -1204706 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 7480 members 
Entering Unmasked Estep 
Score: -1204710.500000 Penalty: 2978.770264
	Iteration 60F: 3 clusters Score -1204710 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 7496 members 
Entering Unmasked Estep 
Score: -1204716.000000 Penalty: 2978.770264
	Iteration 61Q: 3 clusters Score -1204716 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 7512 members 
Entering Unmasked Estep 
Score: -1204717.875000 Penalty: 2978.770264
	Iteration 62Q: 3 clusters Score -1204718 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 7526 members 
Entering Unmasked Estep 
Score: -1204721.375000 Penalty: 2978.770264
	Iteration 63Q: 3 clusters Score -1204721 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 7537 members 
Entering Unmasked Estep 
Score: -1204721.500000 Penalty: 2978.770264
	Iteration 64Q: 3 clusters Score -1204722 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 7543 members 
Entering Unmasked Estep 
Score: -1204723.625000 Penalty: 2978.770264
	Iteration 65Q: 3 clusters Score -1204724 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 7550 members 
Entering Unmasked Estep 
Score: -1204725.250000 Penalty: 2978.770264
	Iteration 66Q: 3 clusters Score -1204725 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 7558 members 
Entering Unmasked Estep 
Score: -1204728.125000 Penalty: 2978.770264
	Iteration 67Q: 3 clusters Score -1204728 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 7567 members 
Entering Unmasked Estep 
Score: -1204727.500000 Penalty: 2978.770264
	Iteration 68Q: 3 clusters Score -1204728 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 7577 members 
Entering Unmasked Estep 
Score: -1204730.000000 Penalty: 2978.770264
	Iteration 69Q: 3 clusters Score -1204730 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 7579 members 
Entering Unmasked Estep 
Score: -1204732.500000 Penalty: 2978.770264
	Iteration 70Q: 3 clusters Score -1204732 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 7581 members 
Entering Unmasked Estep 
Score: -1204731.375000 Penalty: 2978.770264
	Iteration 71Q: 3 clusters Score -1204731 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 7583 members 
Entering Unmasked Estep 
Score: -1204730.375000 Penalty: 2978.770264
	Iteration 72Q: 3 clusters Score -1204730 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 7586 members 
Entering Unmasked Estep 
Score: -1204729.500000 Penalty: 2978.770264
	Iteration 73Q: 3 clusters Score -1204730 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 7586 members 
Entering Unmasked Estep 
Score: -1204729.500000 Penalty: 2978.770264
	Iteration 74F: 3 clusters Score -1204730 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (8430 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8430 members 
Entering Unmasked Estep 
Score: -1051452.750000 Penalty: 1468.927124
	Iteration 0F: 2 clusters Score -1051453 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -1045270.937500 Penalty: 2937.854248
	Iteration 0F: 3 clusters Score -1045271 nChanged 3606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -1047250.187500 Penalty: 2937.854248
	Iteration 1F: 3 clusters Score -1047250 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -1047504.062500 Penalty: 2937.854248
	Iteration 2F: 3 clusters Score -1047504 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -1047694.687500 Penalty: 2937.854248
	Iteration 3Q: 3 clusters Score -1047695 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -1047855.687500 Penalty: 2937.854248
	Iteration 4Q: 3 clusters Score -1047856 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -1048006.562500 Penalty: 2937.854248
	Iteration 5Q: 3 clusters Score -1048007 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -1048148.250000 Penalty: 2937.854248
	Iteration 6Q: 3 clusters Score -1048148 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 5173 members 
Entering Unmasked Estep 
Score: -1048295.187500 Penalty: 2937.854248
	Iteration 7Q: 3 clusters Score -1048295 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 5342 members 
Entering Unmasked Estep 
Score: -1048451.937500 Penalty: 2937.854248
	Iteration 8Q: 3 clusters Score -1048452 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 5554 members 
Entering Unmasked Estep 
Score: -1048611.625000 Penalty: 2937.854248
	Iteration 9Q: 3 clusters Score -1048612 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 5753 members 
Entering Unmasked Estep 
Score: -1048755.375000 Penalty: 2937.854248
	Iteration 10Q: 3 clusters Score -1048755 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 5978 members 
Entering Unmasked Estep 
Score: -1048922.875000 Penalty: 2937.854248
	Iteration 11Q: 3 clusters Score -1048923 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 6199 members 
Entering Unmasked Estep 
Score: -1049083.625000 Penalty: 2937.854248
	Iteration 12Q: 3 clusters Score -1049084 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 6425 members 
Entering Unmasked Estep 
Score: -1049225.125000 Penalty: 2937.854248
	Iteration 13Q: 3 clusters Score -1049225 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 6624 members 
Entering Unmasked Estep 
Score: -1049356.750000 Penalty: 2937.854248
	Iteration 14Q: 3 clusters Score -1049357 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 6835 members 
Entering Unmasked Estep 
Score: -1049491.875000 Penalty: 2937.854248
	Iteration 15Q: 3 clusters Score -1049492 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 7024 members 
Entering Unmasked Estep 
Score: -1049622.875000 Penalty: 2937.854248
	Iteration 16Q: 3 clusters Score -1049623 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 7215 members 
Entering Unmasked Estep 
Score: -1049748.625000 Penalty: 2937.854248
	Iteration 17Q: 3 clusters Score -1049749 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 7362 members 
Entering Unmasked Estep 
Score: -1049845.250000 Penalty: 2937.854248
	Iteration 18Q: 3 clusters Score -1049845 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 7467 members 
Entering Unmasked Estep 
Score: -1049909.125000 Penalty: 2937.854248
	Iteration 19Q: 3 clusters Score -1049909 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 7567 members 
Entering Unmasked Estep 
Score: -1049968.375000 Penalty: 2937.854248
	Iteration 20F: 3 clusters Score -1049968 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 7643 members 
Entering Unmasked Estep 
Score: -1050011.625000 Penalty: 2937.854248
	Iteration 21Q: 3 clusters Score -1050012 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 7716 members 
Entering Unmasked Estep 
Score: -1050055.625000 Penalty: 2937.854248
	Iteration 22Q: 3 clusters Score -1050056 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 7772 members 
Entering Unmasked Estep 
Score: -1050091.125000 Penalty: 2937.854248
	Iteration 23Q: 3 clusters Score -1050091 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 7822 members 
Entering Unmasked Estep 
Score: -1050123.500000 Penalty: 2937.854248
	Iteration 24Q: 3 clusters Score -1050124 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 7862 members 
Entering Unmasked Estep 
Score: -1050147.125000 Penalty: 2937.854248
	Iteration 25Q: 3 clusters Score -1050147 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 7892 members 
Entering Unmasked Estep 
Score: -1050165.750000 Penalty: 2937.854248
	Iteration 26Q: 3 clusters Score -1050166 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 7912 members 
Entering Unmasked Estep 
Score: -1050181.500000 Penalty: 2937.854248
	Iteration 27Q: 3 clusters Score -1050182 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 7931 members 
Entering Unmasked Estep 
Score: -1050195.875000 Penalty: 2937.854248
	Iteration 28Q: 3 clusters Score -1050196 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 7943 members 
Entering Unmasked Estep 
Score: -1050203.875000 Penalty: 2937.854248
	Iteration 29Q: 3 clusters Score -1050204 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 7951 members 
Entering Unmasked Estep 
Score: -1050208.125000 Penalty: 2937.854248
	Iteration 30Q: 3 clusters Score -1050208 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 7958 members 
Entering Unmasked Estep 
Score: -1050208.750000 Penalty: 2937.854248
	Iteration 31Q: 3 clusters Score -1050209 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 7961 members 
Entering Unmasked Estep 
Score: -1050209.750000 Penalty: 2937.854248
	Iteration 32Q: 3 clusters Score -1050210 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 7963 members 
Entering Unmasked Estep 
Score: -1050212.750000 Penalty: 2937.854248
	Iteration 33Q: 3 clusters Score -1050213 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 7964 members 
Entering Unmasked Estep 
Score: -1050212.625000 Penalty: 2937.854248
	Iteration 34Q: 3 clusters Score -1050213 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 7965 members 
Entering Unmasked Estep 
Score: -1050213.125000 Penalty: 2937.854248
	Iteration 35Q: 3 clusters Score -1050213 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 7966 members 
Entering Unmasked Estep 
Score: -1050215.125000 Penalty: 2937.854248
	Iteration 36Q: 3 clusters Score -1050215 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 7966 members 
Entering Unmasked Estep 
Score: -1050215.125000 Penalty: 2937.854248
	Iteration 37F: 3 clusters Score -1050215 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (34032 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34032 members 
Entering Unmasked Estep 
Score: -4299497.500000 Penalty: 1695.696655
	Iteration 0F: 2 clusters Score -4299498 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16992 members 
Mstep: Class 2 contains 17040 members 
Entering Unmasked Estep 
Score: -4276634.000000 Penalty: 3391.393311
	Iteration 0F: 3 clusters Score -4276634 nChanged 15882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16854 members 
Mstep: Class 2 contains 17178 members 
Entering Unmasked Estep 
Score: -4285480.500000 Penalty: 3391.393311
	Iteration 1F: 3 clusters Score -4285480 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16875 members 
Mstep: Class 2 contains 17157 members 
Entering Unmasked Estep 
Score: -4285779.000000 Penalty: 3391.393311
	Iteration 2Q: 3 clusters Score -4285779 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16852 members 
Mstep: Class 2 contains 17180 members 
Entering Unmasked Estep 
Score: -4286024.500000 Penalty: 3391.393311
	Iteration 3Q: 3 clusters Score -4286024 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16815 members 
Mstep: Class 2 contains 17217 members 
Entering Unmasked Estep 
Score: -4286281.500000 Penalty: 3391.393311
	Iteration 4Q: 3 clusters Score -4286282 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16797 members 
Mstep: Class 2 contains 17235 members 
Entering Unmasked Estep 
Score: -4286513.000000 Penalty: 3391.393311
	Iteration 5Q: 3 clusters Score -4286513 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16758 members 
Mstep: Class 2 contains 17274 members 
Entering Unmasked Estep 
Score: -4286748.000000 Penalty: 3391.393311
	Iteration 6Q: 3 clusters Score -4286748 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16723 members 
Mstep: Class 2 contains 17309 members 
Entering Unmasked Estep 
Score: -4286995.000000 Penalty: 3391.393311
	Iteration 7Q: 3 clusters Score -4286995 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16723 members 
Mstep: Class 2 contains 17309 members 
Entering Unmasked Estep 
Score: -4287271.500000 Penalty: 3391.393311
	Iteration 8Q: 3 clusters Score -4287272 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16692 members 
Mstep: Class 2 contains 17340 members 
Entering Unmasked Estep 
Score: -4287603.000000 Penalty: 3391.393311
	Iteration 9Q: 3 clusters Score -4287603 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16595 members 
Mstep: Class 2 contains 17437 members 
Entering Unmasked Estep 
Score: -4288002.000000 Penalty: 3391.393311
	Iteration 10Q: 3 clusters Score -4288002 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16469 members 
Mstep: Class 2 contains 17563 members 
Entering Unmasked Estep 
Score: -4288553.000000 Penalty: 3391.393311
	Iteration 11Q: 3 clusters Score -4288553 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16279 members 
Mstep: Class 2 contains 17753 members 
Entering Unmasked Estep 
Score: -4289274.500000 Penalty: 3391.393311
	Iteration 12Q: 3 clusters Score -4289274 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16067 members 
Mstep: Class 2 contains 17965 members 
Entering Unmasked Estep 
Score: -4290322.000000 Penalty: 3391.393311
	Iteration 13Q: 3 clusters Score -4290322 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15852 members 
Mstep: Class 2 contains 18180 members 
Entering Unmasked Estep 
Score: -4291478.500000 Penalty: 3391.393311
	Iteration 14F: 3 clusters Score -4291478 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15697 members 
Mstep: Class 2 contains 18335 members 
Entering Unmasked Estep 
Score: -4292406.500000 Penalty: 3391.393311
	Iteration 15Q: 3 clusters Score -4292406 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15570 members 
Mstep: Class 2 contains 18462 members 
Entering Unmasked Estep 
Score: -4293038.500000 Penalty: 3391.393311
	Iteration 16Q: 3 clusters Score -4293038 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15412 members 
Mstep: Class 2 contains 18620 members 
Entering Unmasked Estep 
Score: -4293410.000000 Penalty: 3391.393311
	Iteration 17Q: 3 clusters Score -4293410 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15273 members 
Mstep: Class 2 contains 18759 members 
Entering Unmasked Estep 
Score: -4293770.500000 Penalty: 3391.393311
	Iteration 18Q: 3 clusters Score -4293770 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15151 members 
Mstep: Class 2 contains 18881 members 
Entering Unmasked Estep 
Score: -4294138.500000 Penalty: 3391.393311
	Iteration 19Q: 3 clusters Score -4294138 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15063 members 
Mstep: Class 2 contains 18969 members 
Entering Unmasked Estep 
Score: -4294548.500000 Penalty: 3391.393311
	Iteration 20F: 3 clusters Score -4294548 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14948 members 
Mstep: Class 2 contains 19084 members 
Entering Unmasked Estep 
Score: -4295044.000000 Penalty: 3391.393311
	Iteration 21Q: 3 clusters Score -4295044 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14898 members 
Mstep: Class 2 contains 19134 members 
Entering Unmasked Estep 
Score: -4295541.000000 Penalty: 3391.393311
	Iteration 22Q: 3 clusters Score -4295541 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14902 members 
Mstep: Class 2 contains 19130 members 
Entering Unmasked Estep 
Score: -4296027.500000 Penalty: 3391.393311
	Iteration 23Q: 3 clusters Score -4296028 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14975 members 
Mstep: Class 2 contains 19057 members 
Entering Unmasked Estep 
Score: -4296478.000000 Penalty: 3391.393311
	Iteration 24Q: 3 clusters Score -4296478 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15112 members 
Mstep: Class 2 contains 18920 members 
Entering Unmasked Estep 
Score: -4296836.000000 Penalty: 3391.393311
	Iteration 25Q: 3 clusters Score -4296836 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15281 members 
Mstep: Class 2 contains 18751 members 
Entering Unmasked Estep 
Score: -4297125.500000 Penalty: 3391.393311
	Iteration 26Q: 3 clusters Score -4297126 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15503 members 
Mstep: Class 2 contains 18529 members 
Entering Unmasked Estep 
Score: -4297351.500000 Penalty: 3391.393311
	Iteration 27Q: 3 clusters Score -4297352 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15732 members 
Mstep: Class 2 contains 18300 members 
Entering Unmasked Estep 
Score: -4297517.000000 Penalty: 3391.393311
	Iteration 28Q: 3 clusters Score -4297517 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15948 members 
Mstep: Class 2 contains 18084 members 
Entering Unmasked Estep 
Score: -4297612.500000 Penalty: 3391.393311
	Iteration 29Q: 3 clusters Score -4297612 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16149 members 
Mstep: Class 2 contains 17883 members 
Entering Unmasked Estep 
Score: -4297708.500000 Penalty: 3391.393311
	Iteration 30Q: 3 clusters Score -4297708 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16350 members 
Mstep: Class 2 contains 17682 members 
Entering Unmasked Estep 
Score: -4297753.000000 Penalty: 3391.393311
	Iteration 31Q: 3 clusters Score -4297753 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16511 members 
Mstep: Class 2 contains 17521 members 
Entering Unmasked Estep 
Score: -4297811.500000 Penalty: 3391.393311
	Iteration 32Q: 3 clusters Score -4297812 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16650 members 
Mstep: Class 2 contains 17382 members 
Entering Unmasked Estep 
Score: -4297841.000000 Penalty: 3391.393311
	Iteration 33Q: 3 clusters Score -4297841 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16777 members 
Mstep: Class 2 contains 17255 members 
Entering Unmasked Estep 
Score: -4297868.000000 Penalty: 3391.393311
	Iteration 34Q: 3 clusters Score -4297868 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16881 members 
Mstep: Class 2 contains 17151 members 
Entering Unmasked Estep 
Score: -4297880.500000 Penalty: 3391.393311
	Iteration 35Q: 3 clusters Score -4297880 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16967 members 
Mstep: Class 2 contains 17065 members 
Entering Unmasked Estep 
Score: -4297901.000000 Penalty: 3391.393311
	Iteration 36Q: 3 clusters Score -4297901 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17051 members 
Mstep: Class 2 contains 16981 members 
Entering Unmasked Estep 
Score: -4297913.000000 Penalty: 3391.393311
	Iteration 37Q: 3 clusters Score -4297913 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17121 members 
Mstep: Class 2 contains 16911 members 
Entering Unmasked Estep 
Score: -4297909.500000 Penalty: 3391.393311
	Iteration 38Q: 3 clusters Score -4297910 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17180 members 
Mstep: Class 2 contains 16852 members 
Entering Unmasked Estep 
Score: -4297908.000000 Penalty: 3391.393311
	Iteration 39Q: 3 clusters Score -4297908 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17229 members 
Mstep: Class 2 contains 16803 members 
Entering Unmasked Estep 
Score: -4297926.000000 Penalty: 3391.393311
	Iteration 40F: 3 clusters Score -4297926 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17282 members 
Mstep: Class 2 contains 16750 members 
Entering Unmasked Estep 
Score: -4297934.000000 Penalty: 3391.393311
	Iteration 41Q: 3 clusters Score -4297934 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17340 members 
Mstep: Class 2 contains 16692 members 
Entering Unmasked Estep 
Score: -4297945.500000 Penalty: 3391.393311
	Iteration 42Q: 3 clusters Score -4297946 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17395 members 
Mstep: Class 2 contains 16637 members 
Entering Unmasked Estep 
Score: -4297962.500000 Penalty: 3391.393311
	Iteration 43Q: 3 clusters Score -4297962 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17442 members 
Mstep: Class 2 contains 16590 members 
Entering Unmasked Estep 
Score: -4297966.500000 Penalty: 3391.393311
	Iteration 44Q: 3 clusters Score -4297966 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17482 members 
Mstep: Class 2 contains 16550 members 
Entering Unmasked Estep 
Score: -4297967.500000 Penalty: 3391.393311
	Iteration 45Q: 3 clusters Score -4297968 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17512 members 
Mstep: Class 2 contains 16520 members 
Entering Unmasked Estep 
Score: -4297969.500000 Penalty: 3391.393311
	Iteration 46Q: 3 clusters Score -4297970 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17533 members 
Mstep: Class 2 contains 16499 members 
Entering Unmasked Estep 
Score: -4297970.500000 Penalty: 3391.393311
	Iteration 47Q: 3 clusters Score -4297970 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17556 members 
Mstep: Class 2 contains 16476 members 
Entering Unmasked Estep 
Score: -4297963.000000 Penalty: 3391.393311
	Iteration 48Q: 3 clusters Score -4297963 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17576 members 
Mstep: Class 2 contains 16456 members 
Entering Unmasked Estep 
Score: -4297971.500000 Penalty: 3391.393311
	Iteration 49Q: 3 clusters Score -4297972 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17596 members 
Mstep: Class 2 contains 16436 members 
Entering Unmasked Estep 
Score: -4297967.000000 Penalty: 3391.393311
	Iteration 50Q: 3 clusters Score -4297967 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17615 members 
Mstep: Class 2 contains 16417 members 
Entering Unmasked Estep 
Score: -4297960.000000 Penalty: 3391.393311
	Iteration 51Q: 3 clusters Score -4297960 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17636 members 
Mstep: Class 2 contains 16396 members 
Entering Unmasked Estep 
Score: -4297957.500000 Penalty: 3391.393311
	Iteration 52Q: 3 clusters Score -4297958 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17656 members 
Mstep: Class 2 contains 16376 members 
Entering Unmasked Estep 
Score: -4297957.500000 Penalty: 3391.393311
	Iteration 53Q: 3 clusters Score -4297958 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17677 members 
Mstep: Class 2 contains 16355 members 
Entering Unmasked Estep 
Score: -4297966.000000 Penalty: 3391.393311
	Iteration 54Q: 3 clusters Score -4297966 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17697 members 
Mstep: Class 2 contains 16335 members 
Entering Unmasked Estep 
Score: -4297965.500000 Penalty: 3391.393311
	Iteration 55Q: 3 clusters Score -4297966 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17716 members 
Mstep: Class 2 contains 16316 members 
Entering Unmasked Estep 
Score: -4297965.000000 Penalty: 3391.393311
	Iteration 56Q: 3 clusters Score -4297965 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17732 members 
Mstep: Class 2 contains 16300 members 
Entering Unmasked Estep 
Score: -4297961.500000 Penalty: 3391.393311
	Iteration 57Q: 3 clusters Score -4297962 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17753 members 
Mstep: Class 2 contains 16279 members 
Entering Unmasked Estep 
Score: -4297970.000000 Penalty: 3391.393311
	Iteration 58Q: 3 clusters Score -4297970 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17770 members 
Mstep: Class 2 contains 16262 members 
Entering Unmasked Estep 
Score: -4297970.000000 Penalty: 3391.393311
	Iteration 59Q: 3 clusters Score -4297970 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17781 members 
Mstep: Class 2 contains 16251 members 
Entering Unmasked Estep 
Score: -4297965.000000 Penalty: 3391.393311
	Iteration 60F: 3 clusters Score -4297965 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17791 members 
Mstep: Class 2 contains 16241 members 
Entering Unmasked Estep 
Score: -4297960.000000 Penalty: 3391.393311
	Iteration 61Q: 3 clusters Score -4297960 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17801 members 
Mstep: Class 2 contains 16231 members 
Entering Unmasked Estep 
Score: -4297957.500000 Penalty: 3391.393311
	Iteration 62Q: 3 clusters Score -4297958 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17811 members 
Mstep: Class 2 contains 16221 members 
Entering Unmasked Estep 
Score: -4297967.000000 Penalty: 3391.393311
	Iteration 63Q: 3 clusters Score -4297967 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17816 members 
Mstep: Class 2 contains 16216 members 
Entering Unmasked Estep 
Score: -4297967.000000 Penalty: 3391.393311
	Iteration 64Q: 3 clusters Score -4297967 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17824 members 
Mstep: Class 2 contains 16208 members 
Entering Unmasked Estep 
Score: -4297967.000000 Penalty: 3391.393311
	Iteration 65Q: 3 clusters Score -4297967 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17830 members 
Mstep: Class 2 contains 16202 members 
Entering Unmasked Estep 
Score: -4297965.500000 Penalty: 3391.393311
	Iteration 66Q: 3 clusters Score -4297966 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17836 members 
Mstep: Class 2 contains 16196 members 
Entering Unmasked Estep 
Score: -4297964.500000 Penalty: 3391.393311
	Iteration 67Q: 3 clusters Score -4297964 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17844 members 
Mstep: Class 2 contains 16188 members 
Entering Unmasked Estep 
Score: -4297967.000000 Penalty: 3391.393311
	Iteration 68Q: 3 clusters Score -4297967 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17845 members 
Mstep: Class 2 contains 16187 members 
Entering Unmasked Estep 
Score: -4297969.500000 Penalty: 3391.393311
	Iteration 69Q: 3 clusters Score -4297970 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17848 members 
Mstep: Class 2 contains 16184 members 
Entering Unmasked Estep 
Score: -4297968.000000 Penalty: 3391.393311
	Iteration 70Q: 3 clusters Score -4297968 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17852 members 
Mstep: Class 2 contains 16180 members 
Entering Unmasked Estep 
Score: -4297966.000000 Penalty: 3391.393311
	Iteration 71Q: 3 clusters Score -4297966 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17857 members 
Mstep: Class 2 contains 16175 members 
Entering Unmasked Estep 
Score: -4297960.500000 Penalty: 3391.393311
	Iteration 72Q: 3 clusters Score -4297960 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17860 members 
Mstep: Class 2 contains 16172 members 
Entering Unmasked Estep 
Score: -4297958.000000 Penalty: 3391.393311
	Iteration 73Q: 3 clusters Score -4297958 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17864 members 
Mstep: Class 2 contains 16168 members 
Entering Unmasked Estep 
Score: -4297956.500000 Penalty: 3391.393311
	Iteration 74Q: 3 clusters Score -4297956 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17867 members 
Mstep: Class 2 contains 16165 members 
Entering Unmasked Estep 
Score: -4297955.500000 Penalty: 3391.393311
	Iteration 75Q: 3 clusters Score -4297956 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17868 members 
Mstep: Class 2 contains 16164 members 
Entering Unmasked Estep 
Score: -4297956.500000 Penalty: 3391.393311
	Iteration 76Q: 3 clusters Score -4297956 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17870 members 
Mstep: Class 2 contains 16162 members 
Entering Unmasked Estep 
Score: -4297948.000000 Penalty: 3391.393311
	Iteration 77Q: 3 clusters Score -4297948 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17875 members 
Mstep: Class 2 contains 16157 members 
Entering Unmasked Estep 
Score: -4297954.000000 Penalty: 3391.393311
	Iteration 78Q: 3 clusters Score -4297954 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17881 members 
Mstep: Class 2 contains 16151 members 
Entering Unmasked Estep 
Score: -4297956.000000 Penalty: 3391.393311
	Iteration 79Q: 3 clusters Score -4297956 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17882 members 
Mstep: Class 2 contains 16150 members 
Entering Unmasked Estep 
Score: -4297958.000000 Penalty: 3391.393311
	Iteration 80F: 3 clusters Score -4297958 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17883 members 
Mstep: Class 2 contains 16149 members 
Entering Unmasked Estep 
Score: -4297958.000000 Penalty: 3391.393311
	Iteration 81Q: 3 clusters Score -4297958 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17884 members 
Mstep: Class 2 contains 16148 members 
Entering Unmasked Estep 
Score: -4297958.000000 Penalty: 3391.393311
	Iteration 82Q: 3 clusters Score -4297958 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17885 members 
Mstep: Class 2 contains 16147 members 
Entering Unmasked Estep 
Score: -4297957.000000 Penalty: 3391.393311
	Iteration 83Q: 3 clusters Score -4297957 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17886 members 
Mstep: Class 2 contains 16146 members 
Entering Unmasked Estep 
Score: -4297957.000000 Penalty: 3391.393311
	Iteration 84Q: 3 clusters Score -4297957 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17886 members 
Mstep: Class 2 contains 16146 members 
Entering Unmasked Estep 
Score: -4297957.000000 Penalty: 3391.393311
	Iteration 85F: 3 clusters Score -4297957 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (6077 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6077 members 
Entering Unmasked Estep 
Score: -684879.875000 Penalty: 1415.743408
	Iteration 0F: 2 clusters Score -684879.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -680159.187500 Penalty: 2831.486816
	Iteration 0F: 3 clusters Score -680159.2 nChanged 2531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -681672.812500 Penalty: 2831.486816
	Iteration 1F: 3 clusters Score -681672.8 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -681980.625000 Penalty: 2831.486816
	Iteration 2F: 3 clusters Score -681980.6 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -682207.625000 Penalty: 2831.486816
	Iteration 3F: 3 clusters Score -682207.6 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -682381.750000 Penalty: 2831.486816
	Iteration 4F: 3 clusters Score -682381.8 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -682546.375000 Penalty: 2831.486816
	Iteration 5Q: 3 clusters Score -682546.4 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -682675.812500 Penalty: 2831.486816
	Iteration 6Q: 3 clusters Score -682675.8 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -682771.875000 Penalty: 2831.486816
	Iteration 7Q: 3 clusters Score -682771.9 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -682859.812500 Penalty: 2831.486816
	Iteration 8Q: 3 clusters Score -682859.8 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -682934.375000 Penalty: 2831.486816
	Iteration 9Q: 3 clusters Score -682934.4 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -683003.125000 Penalty: 2831.486816
	Iteration 10Q: 3 clusters Score -683003.1 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -683063.375000 Penalty: 2831.486816
	Iteration 11Q: 3 clusters Score -683063.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -683108.812500 Penalty: 2831.486816
	Iteration 12Q: 3 clusters Score -683108.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -683153.250000 Penalty: 2831.486816
	Iteration 13Q: 3 clusters Score -683153.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -683182.437500 Penalty: 2831.486816
	Iteration 14Q: 3 clusters Score -683182.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -683208.500000 Penalty: 2831.486816
	Iteration 15Q: 3 clusters Score -683208.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -683223.312500 Penalty: 2831.486816
	Iteration 16Q: 3 clusters Score -683223.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -683235.937500 Penalty: 2831.486816
	Iteration 17Q: 3 clusters Score -683235.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -683251.937500 Penalty: 2831.486816
	Iteration 18Q: 3 clusters Score -683251.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -683267.437500 Penalty: 2831.486816
	Iteration 19Q: 3 clusters Score -683267.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -683286.687500 Penalty: 2831.486816
	Iteration 20F: 3 clusters Score -683286.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -683300.937500 Penalty: 2831.486816
	Iteration 21Q: 3 clusters Score -683300.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -683320.000000 Penalty: 2831.486816
	Iteration 22Q: 3 clusters Score -683320 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -683338.250000 Penalty: 2831.486816
	Iteration 23Q: 3 clusters Score -683338.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -683353.437500 Penalty: 2831.486816
	Iteration 24Q: 3 clusters Score -683353.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -683367.687500 Penalty: 2831.486816
	Iteration 25Q: 3 clusters Score -683367.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -683381.250000 Penalty: 2831.486816
	Iteration 26Q: 3 clusters Score -683381.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -683398.687500 Penalty: 2831.486816
	Iteration 27Q: 3 clusters Score -683398.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -683417.937500 Penalty: 2831.486816
	Iteration 28Q: 3 clusters Score -683417.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -683430.625000 Penalty: 2831.486816
	Iteration 29Q: 3 clusters Score -683430.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -683443.312500 Penalty: 2831.486816
	Iteration 30Q: 3 clusters Score -683443.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -683453.562500 Penalty: 2831.486816
	Iteration 31Q: 3 clusters Score -683453.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -683456.625000 Penalty: 2831.486816
	Iteration 32Q: 3 clusters Score -683456.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -683458.625000 Penalty: 2831.486816
	Iteration 33Q: 3 clusters Score -683458.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -683463.062500 Penalty: 2831.486816
	Iteration 34Q: 3 clusters Score -683463.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -683465.437500 Penalty: 2831.486816
	Iteration 35Q: 3 clusters Score -683465.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -683471.625000 Penalty: 2831.486816
	Iteration 36Q: 3 clusters Score -683471.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -683474.937500 Penalty: 2831.486816
	Iteration 37Q: 3 clusters Score -683474.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -683476.500000 Penalty: 2831.486816
	Iteration 38Q: 3 clusters Score -683476.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -683479.125000 Penalty: 2831.486816
	Iteration 39Q: 3 clusters Score -683479.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -683483.437500 Penalty: 2831.486816
	Iteration 40F: 3 clusters Score -683483.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -683486.187500 Penalty: 2831.486816
	Iteration 41Q: 3 clusters Score -683486.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -683488.375000 Penalty: 2831.486816
	Iteration 42Q: 3 clusters Score -683488.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -683494.125000 Penalty: 2831.486816
	Iteration 43Q: 3 clusters Score -683494.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -683494.812500 Penalty: 2831.486816
	Iteration 44Q: 3 clusters Score -683494.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -683498.437500 Penalty: 2831.486816
	Iteration 45Q: 3 clusters Score -683498.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -683500.875000 Penalty: 2831.486816
	Iteration 46Q: 3 clusters Score -683500.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -683502.625000 Penalty: 2831.486816
	Iteration 47Q: 3 clusters Score -683502.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -683505.375000 Penalty: 2831.486816
	Iteration 48Q: 3 clusters Score -683505.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -683509.687500 Penalty: 2831.486816
	Iteration 49Q: 3 clusters Score -683509.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -683510.875000 Penalty: 2831.486816
	Iteration 50Q: 3 clusters Score -683510.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -683511.187500 Penalty: 2831.486816
	Iteration 51Q: 3 clusters Score -683511.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -683515.062500 Penalty: 2831.486816
	Iteration 52Q: 3 clusters Score -683515.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -683519.937500 Penalty: 2831.486816
	Iteration 53Q: 3 clusters Score -683519.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -683523.812500 Penalty: 2831.486816
	Iteration 54Q: 3 clusters Score -683523.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -683530.687500 Penalty: 2831.486816
	Iteration 55Q: 3 clusters Score -683530.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -683533.312500 Penalty: 2831.486816
	Iteration 56Q: 3 clusters Score -683533.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -683536.875000 Penalty: 2831.486816
	Iteration 57Q: 3 clusters Score -683536.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -683540.500000 Penalty: 2831.486816
	Iteration 58Q: 3 clusters Score -683540.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -683542.062500 Penalty: 2831.486816
	Iteration 59Q: 3 clusters Score -683542.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -683543.000000 Penalty: 2831.486816
	Iteration 60F: 3 clusters Score -683543 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -683546.500000 Penalty: 2831.486816
	Iteration 61Q: 3 clusters Score -683546.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -683547.750000 Penalty: 2831.486816
	Iteration 62Q: 3 clusters Score -683547.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -683548.562500 Penalty: 2831.486816
	Iteration 63Q: 3 clusters Score -683548.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -683547.437500 Penalty: 2831.486816
	Iteration 64Q: 3 clusters Score -683547.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -683550.687500 Penalty: 2831.486816
	Iteration 65Q: 3 clusters Score -683550.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -683554.625000 Penalty: 2831.486816
	Iteration 66Q: 3 clusters Score -683554.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -683557.437500 Penalty: 2831.486816
	Iteration 67Q: 3 clusters Score -683557.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -683559.000000 Penalty: 2831.486816
	Iteration 68Q: 3 clusters Score -683559 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -683560.062500 Penalty: 2831.486816
	Iteration 69Q: 3 clusters Score -683560.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -683564.375000 Penalty: 2831.486816
	Iteration 70Q: 3 clusters Score -683564.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -683570.000000 Penalty: 2831.486816
	Iteration 71Q: 3 clusters Score -683570 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -683578.062500 Penalty: 2831.486816
	Iteration 72Q: 3 clusters Score -683578.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -683583.375000 Penalty: 2831.486816
	Iteration 73Q: 3 clusters Score -683583.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -683585.562500 Penalty: 2831.486816
	Iteration 74Q: 3 clusters Score -683585.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -683588.062500 Penalty: 2831.486816
	Iteration 75Q: 3 clusters Score -683588.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -683593.687500 Penalty: 2831.486816
	Iteration 76Q: 3 clusters Score -683593.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -683599.250000 Penalty: 2831.486816
	Iteration 77Q: 3 clusters Score -683599.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -683600.000000 Penalty: 2831.486816
	Iteration 78Q: 3 clusters Score -683600 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -683604.750000 Penalty: 2831.486816
	Iteration 79Q: 3 clusters Score -683604.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -683608.187500 Penalty: 2831.486816
	Iteration 80F: 3 clusters Score -683608.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -683613.125000 Penalty: 2831.486816
	Iteration 81Q: 3 clusters Score -683613.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -683619.125000 Penalty: 2831.486816
	Iteration 82Q: 3 clusters Score -683619.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -683623.625000 Penalty: 2831.486816
	Iteration 83Q: 3 clusters Score -683623.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -683628.375000 Penalty: 2831.486816
	Iteration 84Q: 3 clusters Score -683628.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -683634.625000 Penalty: 2831.486816
	Iteration 85Q: 3 clusters Score -683634.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -683638.812500 Penalty: 2831.486816
	Iteration 86Q: 3 clusters Score -683638.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -683641.000000 Penalty: 2831.486816
	Iteration 87Q: 3 clusters Score -683641 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -683652.187500 Penalty: 2831.486816
	Iteration 88Q: 3 clusters Score -683652.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -683663.062500 Penalty: 2831.486816
	Iteration 89Q: 3 clusters Score -683663.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -683675.250000 Penalty: 2831.486816
	Iteration 90Q: 3 clusters Score -683675.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -683684.375000 Penalty: 2831.486816
	Iteration 91Q: 3 clusters Score -683684.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -683689.875000 Penalty: 2831.486816
	Iteration 92Q: 3 clusters Score -683689.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -683695.937500 Penalty: 2831.486816
	Iteration 93Q: 3 clusters Score -683695.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -683699.437500 Penalty: 2831.486816
	Iteration 94Q: 3 clusters Score -683699.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -683704.562500 Penalty: 2831.486816
	Iteration 95Q: 3 clusters Score -683704.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -683714.000000 Penalty: 2831.486816
	Iteration 96Q: 3 clusters Score -683714 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -683718.562500 Penalty: 2831.486816
	Iteration 97Q: 3 clusters Score -683718.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -683724.125000 Penalty: 2831.486816
	Iteration 98Q: 3 clusters Score -683724.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -683727.437500 Penalty: 2831.486816
	Iteration 99Q: 3 clusters Score -683727.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -683728.250000 Penalty: 2831.486816
	Iteration 100F: 3 clusters Score -683728.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -683728.750000 Penalty: 2831.486816
	Iteration 101Q: 3 clusters Score -683728.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -683729.750000 Penalty: 2831.486816
	Iteration 102Q: 3 clusters Score -683729.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -683729.812500 Penalty: 2831.486816
	Iteration 103Q: 3 clusters Score -683729.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -683729.812500 Penalty: 2831.486816
	Iteration 104F: 3 clusters Score -683729.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (26542 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26542 members 
Entering Unmasked Estep 
Score: -3401634.750000 Penalty: 1655.303589
	Iteration 0F: 2 clusters Score -3401635 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13247 members 
Mstep: Class 2 contains 13295 members 
Entering Unmasked Estep 
Score: -3383674.750000 Penalty: 3310.607178
	Iteration 0F: 3 clusters Score -3383675 nChanged 12156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12721 members 
Mstep: Class 2 contains 13821 members 
Entering Unmasked Estep 
Score: -3390536.500000 Penalty: 3310.607178
	Iteration 1F: 3 clusters Score -3390536 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12269 members 
Mstep: Class 2 contains 14273 members 
Entering Unmasked Estep 
Score: -3391179.500000 Penalty: 3310.607178
	Iteration 2F: 3 clusters Score -3391180 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11655 members 
Mstep: Class 2 contains 14887 members 
Entering Unmasked Estep 
Score: -3391947.750000 Penalty: 3310.607178
	Iteration 3F: 3 clusters Score -3391948 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10865 members 
Mstep: Class 2 contains 15677 members 
Entering Unmasked Estep 
Score: -3392851.500000 Penalty: 3310.607178
	Iteration 4F: 3 clusters Score -3392852 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9960 members 
Mstep: Class 2 contains 16582 members 
Entering Unmasked Estep 
Score: -3393699.750000 Penalty: 3310.607178
	Iteration 5F: 3 clusters Score -3393700 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9002 members 
Mstep: Class 2 contains 17540 members 
Entering Unmasked Estep 
Score: -3394485.500000 Penalty: 3310.607178
	Iteration 6F: 3 clusters Score -3394486 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7979 members 
Mstep: Class 2 contains 18563 members 
Entering Unmasked Estep 
Score: -3395280.500000 Penalty: 3310.607178
	Iteration 7F: 3 clusters Score -3395280 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6887 members 
Mstep: Class 2 contains 19655 members 
Entering Unmasked Estep 
Score: -3396053.750000 Penalty: 3310.607178
	Iteration 8Q: 3 clusters Score -3396054 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5837 members 
Mstep: Class 2 contains 20705 members 
Entering Unmasked Estep 
Score: -3396756.250000 Penalty: 3310.607178
	Iteration 9Q: 3 clusters Score -3396756 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 21657 members 
Entering Unmasked Estep 
Score: -3397358.500000 Penalty: 3310.607178
	Iteration 10Q: 3 clusters Score -3397358 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 22508 members 
Entering Unmasked Estep 
Score: -3397978.000000 Penalty: 3310.607178
	Iteration 11Q: 3 clusters Score -3397978 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 23262 members 
Entering Unmasked Estep 
Score: -3398540.500000 Penalty: 3310.607178
	Iteration 12Q: 3 clusters Score -3398540 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 23857 members 
Entering Unmasked Estep 
Score: -3399014.500000 Penalty: 3310.607178
	Iteration 13Q: 3 clusters Score -3399014 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 24313 members 
Entering Unmasked Estep 
Score: -3399461.750000 Penalty: 3310.607178
	Iteration 14Q: 3 clusters Score -3399462 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 24629 members 
Entering Unmasked Estep 
Score: -3399777.500000 Penalty: 3310.607178
	Iteration 15Q: 3 clusters Score -3399778 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 24821 members 
Entering Unmasked Estep 
Score: -3399996.000000 Penalty: 3310.607178
	Iteration 16Q: 3 clusters Score -3399996 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 24957 members 
Entering Unmasked Estep 
Score: -3400145.000000 Penalty: 3310.607178
	Iteration 17Q: 3 clusters Score -3400145 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 25053 members 
Entering Unmasked Estep 
Score: -3400267.500000 Penalty: 3310.607178
	Iteration 18Q: 3 clusters Score -3400268 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 25140 members 
Entering Unmasked Estep 
Score: -3400384.000000 Penalty: 3310.607178
	Iteration 19Q: 3 clusters Score -3400384 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 25201 members 
Entering Unmasked Estep 
Score: -3400454.750000 Penalty: 3310.607178
	Iteration 20F: 3 clusters Score -3400455 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 25237 members 
Entering Unmasked Estep 
Score: -3400501.000000 Penalty: 3310.607178
	Iteration 21Q: 3 clusters Score -3400501 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 25278 members 
Entering Unmasked Estep 
Score: -3400544.250000 Penalty: 3310.607178
	Iteration 22Q: 3 clusters Score -3400544 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 25320 members 
Entering Unmasked Estep 
Score: -3400593.000000 Penalty: 3310.607178
	Iteration 23Q: 3 clusters Score -3400593 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 25354 members 
Entering Unmasked Estep 
Score: -3400627.000000 Penalty: 3310.607178
	Iteration 24Q: 3 clusters Score -3400627 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 25379 members 
Entering Unmasked Estep 
Score: -3400659.250000 Penalty: 3310.607178
	Iteration 25Q: 3 clusters Score -3400659 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 25404 members 
Entering Unmasked Estep 
Score: -3400690.750000 Penalty: 3310.607178
	Iteration 26Q: 3 clusters Score -3400691 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 25431 members 
Entering Unmasked Estep 
Score: -3400715.750000 Penalty: 3310.607178
	Iteration 27Q: 3 clusters Score -3400716 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 25446 members 
Entering Unmasked Estep 
Score: -3400735.250000 Penalty: 3310.607178
	Iteration 28Q: 3 clusters Score -3400735 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 25464 members 
Entering Unmasked Estep 
Score: -3400763.500000 Penalty: 3310.607178
	Iteration 29Q: 3 clusters Score -3400764 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 25478 members 
Entering Unmasked Estep 
Score: -3400780.750000 Penalty: 3310.607178
	Iteration 30Q: 3 clusters Score -3400781 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 25490 members 
Entering Unmasked Estep 
Score: -3400796.000000 Penalty: 3310.607178
	Iteration 31Q: 3 clusters Score -3400796 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 25496 members 
Entering Unmasked Estep 
Score: -3400806.750000 Penalty: 3310.607178
	Iteration 32Q: 3 clusters Score -3400807 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 25505 members 
Entering Unmasked Estep 
Score: -3400825.250000 Penalty: 3310.607178
	Iteration 33Q: 3 clusters Score -3400825 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 25515 members 
Entering Unmasked Estep 
Score: -3400852.000000 Penalty: 3310.607178
	Iteration 34Q: 3 clusters Score -3400852 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 25529 members 
Entering Unmasked Estep 
Score: -3400879.500000 Penalty: 3310.607178
	Iteration 35Q: 3 clusters Score -3400880 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 25536 members 
Entering Unmasked Estep 
Score: -3400913.250000 Penalty: 3310.607178
	Iteration 36Q: 3 clusters Score -3400913 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 25551 members 
Entering Unmasked Estep 
Score: -3400947.500000 Penalty: 3310.607178
	Iteration 37Q: 3 clusters Score -3400948 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 25564 members 
Entering Unmasked Estep 
Score: -3400979.000000 Penalty: 3310.607178
	Iteration 38Q: 3 clusters Score -3400979 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 25578 members 
Entering Unmasked Estep 
Score: -3400989.750000 Penalty: 3310.607178
	Iteration 39Q: 3 clusters Score -3400990 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 25584 members 
Entering Unmasked Estep 
Score: -3400992.250000 Penalty: 3310.607178
	Iteration 40F: 3 clusters Score -3400992 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 25583 members 
Entering Unmasked Estep 
Score: -3400994.500000 Penalty: 3310.607178
	Iteration 41Q: 3 clusters Score -3400994 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 25581 members 
Entering Unmasked Estep 
Score: -3400999.000000 Penalty: 3310.607178
	Iteration 42Q: 3 clusters Score -3400999 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 25584 members 
Entering Unmasked Estep 
Score: -3401005.000000 Penalty: 3310.607178
	Iteration 43Q: 3 clusters Score -3401005 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 25584 members 
Entering Unmasked Estep 
Score: -3401006.750000 Penalty: 3310.607178
	Iteration 44Q: 3 clusters Score -3401007 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 25584 members 
Entering Unmasked Estep 
Score: -3401006.750000 Penalty: 3310.607178
	Iteration 45F: 3 clusters Score -3401007 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (25927 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25927 members 
Entering Unmasked Estep 
Score: -3270170.000000 Penalty: 1651.494019
	Iteration 0F: 2 clusters Score -3270170 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12937 members 
Mstep: Class 2 contains 12990 members 
Entering Unmasked Estep 
Score: -3252708.250000 Penalty: 3302.988037
	Iteration 0F: 3 clusters Score -3252708 nChanged 11851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12572 members 
Mstep: Class 2 contains 13355 members 
Entering Unmasked Estep 
Score: -3259343.500000 Penalty: 3302.988037
	Iteration 1F: 3 clusters Score -3259344 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12402 members 
Mstep: Class 2 contains 13525 members 
Entering Unmasked Estep 
Score: -3259810.750000 Penalty: 3302.988037
	Iteration 2Q: 3 clusters Score -3259811 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12235 members 
Mstep: Class 2 contains 13692 members 
Entering Unmasked Estep 
Score: -3260274.500000 Penalty: 3302.988037
	Iteration 3Q: 3 clusters Score -3260274 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12044 members 
Mstep: Class 2 contains 13883 members 
Entering Unmasked Estep 
Score: -3260760.000000 Penalty: 3302.988037
	Iteration 4Q: 3 clusters Score -3260760 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11783 members 
Mstep: Class 2 contains 14144 members 
Entering Unmasked Estep 
Score: -3261184.000000 Penalty: 3302.988037
	Iteration 5Q: 3 clusters Score -3261184 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11437 members 
Mstep: Class 2 contains 14490 members 
Entering Unmasked Estep 
Score: -3261629.500000 Penalty: 3302.988037
	Iteration 6Q: 3 clusters Score -3261630 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10996 members 
Mstep: Class 2 contains 14931 members 
Entering Unmasked Estep 
Score: -3262149.000000 Penalty: 3302.988037
	Iteration 7Q: 3 clusters Score -3262149 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10424 members 
Mstep: Class 2 contains 15503 members 
Entering Unmasked Estep 
Score: -3262757.750000 Penalty: 3302.988037
	Iteration 8Q: 3 clusters Score -3262758 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9794 members 
Mstep: Class 2 contains 16133 members 
Entering Unmasked Estep 
Score: -3263481.250000 Penalty: 3302.988037
	Iteration 9Q: 3 clusters Score -3263481 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9089 members 
Mstep: Class 2 contains 16838 members 
Entering Unmasked Estep 
Score: -3264252.750000 Penalty: 3302.988037
	Iteration 10Q: 3 clusters Score -3264253 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8422 members 
Mstep: Class 2 contains 17505 members 
Entering Unmasked Estep 
Score: -3264930.500000 Penalty: 3302.988037
	Iteration 11Q: 3 clusters Score -3264930 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7828 members 
Mstep: Class 2 contains 18099 members 
Entering Unmasked Estep 
Score: -3265436.250000 Penalty: 3302.988037
	Iteration 12Q: 3 clusters Score -3265436 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7205 members 
Mstep: Class 2 contains 18722 members 
Entering Unmasked Estep 
Score: -3265918.000000 Penalty: 3302.988037
	Iteration 13Q: 3 clusters Score -3265918 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 19339 members 
Entering Unmasked Estep 
Score: -3266344.750000 Penalty: 3302.988037
	Iteration 14Q: 3 clusters Score -3266345 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6032 members 
Mstep: Class 2 contains 19895 members 
Entering Unmasked Estep 
Score: -3266730.750000 Penalty: 3302.988037
	Iteration 15Q: 3 clusters Score -3266731 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 20423 members 
Entering Unmasked Estep 
Score: -3267111.750000 Penalty: 3302.988037
	Iteration 16Q: 3 clusters Score -3267112 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 20889 members 
Entering Unmasked Estep 
Score: -3267416.500000 Penalty: 3302.988037
	Iteration 17Q: 3 clusters Score -3267416 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 21303 members 
Entering Unmasked Estep 
Score: -3267688.250000 Penalty: 3302.988037
	Iteration 18Q: 3 clusters Score -3267688 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 21661 members 
Entering Unmasked Estep 
Score: -3267892.500000 Penalty: 3302.988037
	Iteration 19Q: 3 clusters Score -3267892 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 21995 members 
Entering Unmasked Estep 
Score: -3268060.000000 Penalty: 3302.988037
	Iteration 20F: 3 clusters Score -3268060 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 22310 members 
Entering Unmasked Estep 
Score: -3268218.000000 Penalty: 3302.988037
	Iteration 21Q: 3 clusters Score -3268218 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 22588 members 
Entering Unmasked Estep 
Score: -3268340.500000 Penalty: 3302.988037
	Iteration 22Q: 3 clusters Score -3268340 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 22829 members 
Entering Unmasked Estep 
Score: -3268455.250000 Penalty: 3302.988037
	Iteration 23Q: 3 clusters Score -3268455 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 23044 members 
Entering Unmasked Estep 
Score: -3268557.500000 Penalty: 3302.988037
	Iteration 24Q: 3 clusters Score -3268558 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 23240 members 
Entering Unmasked Estep 
Score: -3268622.250000 Penalty: 3302.988037
	Iteration 25Q: 3 clusters Score -3268622 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 23399 members 
Entering Unmasked Estep 
Score: -3268675.750000 Penalty: 3302.988037
	Iteration 26Q: 3 clusters Score -3268676 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 23557 members 
Entering Unmasked Estep 
Score: -3268726.000000 Penalty: 3302.988037
	Iteration 27Q: 3 clusters Score -3268726 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 23701 members 
Entering Unmasked Estep 
Score: -3268775.000000 Penalty: 3302.988037
	Iteration 28Q: 3 clusters Score -3268775 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 23821 members 
Entering Unmasked Estep 
Score: -3268806.500000 Penalty: 3302.988037
	Iteration 29Q: 3 clusters Score -3268806 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 23936 members 
Entering Unmasked Estep 
Score: -3268850.500000 Penalty: 3302.988037
	Iteration 30Q: 3 clusters Score -3268850 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 24054 members 
Entering Unmasked Estep 
Score: -3268896.000000 Penalty: 3302.988037
	Iteration 31Q: 3 clusters Score -3268896 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 24169 members 
Entering Unmasked Estep 
Score: -3268948.500000 Penalty: 3302.988037
	Iteration 32Q: 3 clusters Score -3268948 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 24264 members 
Entering Unmasked Estep 
Score: -3268972.250000 Penalty: 3302.988037
	Iteration 33Q: 3 clusters Score -3268972 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 24358 members 
Entering Unmasked Estep 
Score: -3269009.750000 Penalty: 3302.988037
	Iteration 34Q: 3 clusters Score -3269010 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 24441 members 
Entering Unmasked Estep 
Score: -3269038.000000 Penalty: 3302.988037
	Iteration 35Q: 3 clusters Score -3269038 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 24520 members 
Entering Unmasked Estep 
Score: -3269059.250000 Penalty: 3302.988037
	Iteration 36Q: 3 clusters Score -3269059 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 24583 members 
Entering Unmasked Estep 
Score: -3269083.000000 Penalty: 3302.988037
	Iteration 37Q: 3 clusters Score -3269083 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 24633 members 
Entering Unmasked Estep 
Score: -3269097.500000 Penalty: 3302.988037
	Iteration 38Q: 3 clusters Score -3269098 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 24682 members 
Entering Unmasked Estep 
Score: -3269112.000000 Penalty: 3302.988037
	Iteration 39Q: 3 clusters Score -3269112 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 24728 members 
Entering Unmasked Estep 
Score: -3269132.250000 Penalty: 3302.988037
	Iteration 40F: 3 clusters Score -3269132 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 24767 members 
Entering Unmasked Estep 
Score: -3269138.750000 Penalty: 3302.988037
	Iteration 41Q: 3 clusters Score -3269139 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 24811 members 
Entering Unmasked Estep 
Score: -3269153.750000 Penalty: 3302.988037
	Iteration 42Q: 3 clusters Score -3269154 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 24856 members 
Entering Unmasked Estep 
Score: -3269172.000000 Penalty: 3302.988037
	Iteration 43Q: 3 clusters Score -3269172 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 24895 members 
Entering Unmasked Estep 
Score: -3269182.250000 Penalty: 3302.988037
	Iteration 44Q: 3 clusters Score -3269182 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 24925 members 
Entering Unmasked Estep 
Score: -3269190.750000 Penalty: 3302.988037
	Iteration 45Q: 3 clusters Score -3269191 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 24954 members 
Entering Unmasked Estep 
Score: -3269197.250000 Penalty: 3302.988037
	Iteration 46Q: 3 clusters Score -3269197 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 24978 members 
Entering Unmasked Estep 
Score: -3269202.750000 Penalty: 3302.988037
	Iteration 47Q: 3 clusters Score -3269203 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 25009 members 
Entering Unmasked Estep 
Score: -3269213.500000 Penalty: 3302.988037
	Iteration 48Q: 3 clusters Score -3269214 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 25037 members 
Entering Unmasked Estep 
Score: -3269223.250000 Penalty: 3302.988037
	Iteration 49Q: 3 clusters Score -3269223 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 25064 members 
Entering Unmasked Estep 
Score: -3269237.500000 Penalty: 3302.988037
	Iteration 50Q: 3 clusters Score -3269238 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 25088 members 
Entering Unmasked Estep 
Score: -3269240.750000 Penalty: 3302.988037
	Iteration 51Q: 3 clusters Score -3269241 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 25108 members 
Entering Unmasked Estep 
Score: -3269256.750000 Penalty: 3302.988037
	Iteration 52Q: 3 clusters Score -3269257 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 25133 members 
Entering Unmasked Estep 
Score: -3269273.750000 Penalty: 3302.988037
	Iteration 53Q: 3 clusters Score -3269274 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 25154 members 
Entering Unmasked Estep 
Score: -3269282.250000 Penalty: 3302.988037
	Iteration 54Q: 3 clusters Score -3269282 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 25168 members 
Entering Unmasked Estep 
Score: -3269296.750000 Penalty: 3302.988037
	Iteration 55Q: 3 clusters Score -3269297 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 25185 members 
Entering Unmasked Estep 
Score: -3269295.250000 Penalty: 3302.988037
	Iteration 56Q: 3 clusters Score -3269295 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 25196 members 
Entering Unmasked Estep 
Score: -3269304.500000 Penalty: 3302.988037
	Iteration 57Q: 3 clusters Score -3269304 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 25207 members 
Entering Unmasked Estep 
Score: -3269314.250000 Penalty: 3302.988037
	Iteration 58Q: 3 clusters Score -3269314 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 25218 members 
Entering Unmasked Estep 
Score: -3269324.250000 Penalty: 3302.988037
	Iteration 59Q: 3 clusters Score -3269324 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 25228 members 
Entering Unmasked Estep 
Score: -3269332.750000 Penalty: 3302.988037
	Iteration 60F: 3 clusters Score -3269333 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 25244 members 
Entering Unmasked Estep 
Score: -3269343.250000 Penalty: 3302.988037
	Iteration 61Q: 3 clusters Score -3269343 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 25256 members 
Entering Unmasked Estep 
Score: -3269364.750000 Penalty: 3302.988037
	Iteration 62Q: 3 clusters Score -3269365 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 25280 members 
Entering Unmasked Estep 
Score: -3269382.250000 Penalty: 3302.988037
	Iteration 63Q: 3 clusters Score -3269382 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 25300 members 
Entering Unmasked Estep 
Score: -3269405.250000 Penalty: 3302.988037
	Iteration 64Q: 3 clusters Score -3269405 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 25321 members 
Entering Unmasked Estep 
Score: -3269436.750000 Penalty: 3302.988037
	Iteration 65Q: 3 clusters Score -3269437 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 25343 members 
Entering Unmasked Estep 
Score: -3269469.000000 Penalty: 3302.988037
	Iteration 66Q: 3 clusters Score -3269469 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 25365 members 
Entering Unmasked Estep 
Score: -3269503.750000 Penalty: 3302.988037
	Iteration 67Q: 3 clusters Score -3269504 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 25370 members 
Entering Unmasked Estep 
Score: -3269526.500000 Penalty: 3302.988037
	Iteration 68Q: 3 clusters Score -3269526 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 25378 members 
Entering Unmasked Estep 
Score: -3269544.750000 Penalty: 3302.988037
	Iteration 69Q: 3 clusters Score -3269545 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 25388 members 
Entering Unmasked Estep 
Score: -3269562.500000 Penalty: 3302.988037
	Iteration 70Q: 3 clusters Score -3269562 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 25394 members 
Entering Unmasked Estep 
Score: -3269572.500000 Penalty: 3302.988037
	Iteration 71Q: 3 clusters Score -3269572 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 25397 members 
Entering Unmasked Estep 
Score: -3269581.500000 Penalty: 3302.988037
	Iteration 72Q: 3 clusters Score -3269582 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 25403 members 
Entering Unmasked Estep 
Score: -3269582.250000 Penalty: 3302.988037
	Iteration 73Q: 3 clusters Score -3269582 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 25404 members 
Entering Unmasked Estep 
Score: -3269579.750000 Penalty: 3302.988037
	Iteration 74Q: 3 clusters Score -3269580 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 25403 members 
Entering Unmasked Estep 
Score: -3269581.500000 Penalty: 3302.988037
	Iteration 75Q: 3 clusters Score -3269582 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 25402 members 
Entering Unmasked Estep 
Score: -3269586.000000 Penalty: 3302.988037
	Iteration 76Q: 3 clusters Score -3269586 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 25403 members 
Entering Unmasked Estep 
Score: -3269587.000000 Penalty: 3302.988037
	Iteration 77Q: 3 clusters Score -3269587 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 25405 members 
Entering Unmasked Estep 
Score: -3269586.750000 Penalty: 3302.988037
	Iteration 78Q: 3 clusters Score -3269587 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 25405 members 
Entering Unmasked Estep 
Score: -3269587.250000 Penalty: 3302.988037
	Iteration 79F: 3 clusters Score -3269587 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 25404 members 
Entering Unmasked Estep 
Score: -3269588.750000 Penalty: 3302.988037
	Iteration 80F: 3 clusters Score -3269589 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 25401 members 
Entering Unmasked Estep 
Score: -3269588.750000 Penalty: 3302.988037
	Iteration 81Q: 3 clusters Score -3269589 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 25400 members 
Entering Unmasked Estep 
Score: -3269592.000000 Penalty: 3302.988037
	Iteration 82Q: 3 clusters Score -3269592 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 25401 members 
Entering Unmasked Estep 
Score: -3269592.750000 Penalty: 3302.988037
	Iteration 83Q: 3 clusters Score -3269593 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 25402 members 
Entering Unmasked Estep 
Score: -3269591.250000 Penalty: 3302.988037
	Iteration 84Q: 3 clusters Score -3269591 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 25402 members 
Entering Unmasked Estep 
Score: -3269591.250000 Penalty: 3302.988037
	Iteration 85F: 3 clusters Score -3269591 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (18943 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18943 members 
Entering Unmasked Estep 
Score: -2380679.250000 Penalty: 1600.493286
	Iteration 0F: 2 clusters Score -2380679 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9494 members 
Mstep: Class 2 contains 9449 members 
Entering Unmasked Estep 
Score: -2367618.250000 Penalty: 3200.986572
	Iteration 0F: 3 clusters Score -2367618 nChanged 8526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9820 members 
Mstep: Class 2 contains 9123 members 
Entering Unmasked Estep 
Score: -2372339.250000 Penalty: 3200.986572
	Iteration 1F: 3 clusters Score -2372339 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9996 members 
Mstep: Class 2 contains 8947 members 
Entering Unmasked Estep 
Score: -2372651.750000 Penalty: 3200.986572
	Iteration 2Q: 3 clusters Score -2372652 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10165 members 
Mstep: Class 2 contains 8778 members 
Entering Unmasked Estep 
Score: -2372908.000000 Penalty: 3200.986572
	Iteration 3Q: 3 clusters Score -2372908 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10367 members 
Mstep: Class 2 contains 8576 members 
Entering Unmasked Estep 
Score: -2373166.500000 Penalty: 3200.986572
	Iteration 4Q: 3 clusters Score -2373166 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10627 members 
Mstep: Class 2 contains 8316 members 
Entering Unmasked Estep 
Score: -2373465.750000 Penalty: 3200.986572
	Iteration 5Q: 3 clusters Score -2373466 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10960 members 
Mstep: Class 2 contains 7983 members 
Entering Unmasked Estep 
Score: -2373794.250000 Penalty: 3200.986572
	Iteration 6Q: 3 clusters Score -2373794 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11347 members 
Mstep: Class 2 contains 7596 members 
Entering Unmasked Estep 
Score: -2374221.750000 Penalty: 3200.986572
	Iteration 7Q: 3 clusters Score -2374222 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11828 members 
Mstep: Class 2 contains 7115 members 
Entering Unmasked Estep 
Score: -2374787.250000 Penalty: 3200.986572
	Iteration 8Q: 3 clusters Score -2374787 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12359 members 
Mstep: Class 2 contains 6584 members 
Entering Unmasked Estep 
Score: -2375361.750000 Penalty: 3200.986572
	Iteration 9Q: 3 clusters Score -2375362 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12975 members 
Mstep: Class 2 contains 5968 members 
Entering Unmasked Estep 
Score: -2375970.250000 Penalty: 3200.986572
	Iteration 10F: 3 clusters Score -2375970 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13578 members 
Mstep: Class 2 contains 5365 members 
Entering Unmasked Estep 
Score: -2376552.250000 Penalty: 3200.986572
	Iteration 11Q: 3 clusters Score -2376552 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14154 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -2377064.500000 Penalty: 3200.986572
	Iteration 12Q: 3 clusters Score -2377064 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14683 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -2377448.750000 Penalty: 3200.986572
	Iteration 13Q: 3 clusters Score -2377449 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15140 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -2377749.750000 Penalty: 3200.986572
	Iteration 14Q: 3 clusters Score -2377750 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15566 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -2378031.500000 Penalty: 3200.986572
	Iteration 15Q: 3 clusters Score -2378032 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15937 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -2378269.750000 Penalty: 3200.986572
	Iteration 16Q: 3 clusters Score -2378270 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16275 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -2378482.000000 Penalty: 3200.986572
	Iteration 17Q: 3 clusters Score -2378482 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16552 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -2378644.500000 Penalty: 3200.986572
	Iteration 18Q: 3 clusters Score -2378644 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16805 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -2378798.500000 Penalty: 3200.986572
	Iteration 19Q: 3 clusters Score -2378798 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17022 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -2378934.250000 Penalty: 3200.986572
	Iteration 20F: 3 clusters Score -2378934 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17208 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -2379044.750000 Penalty: 3200.986572
	Iteration 21Q: 3 clusters Score -2379045 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17354 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -2379139.750000 Penalty: 3200.986572
	Iteration 22Q: 3 clusters Score -2379140 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17487 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -2379214.500000 Penalty: 3200.986572
	Iteration 23Q: 3 clusters Score -2379214 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17620 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -2379286.000000 Penalty: 3200.986572
	Iteration 24Q: 3 clusters Score -2379286 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17716 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -2379363.500000 Penalty: 3200.986572
	Iteration 25Q: 3 clusters Score -2379364 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17793 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -2379424.250000 Penalty: 3200.986572
	Iteration 26Q: 3 clusters Score -2379424 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17865 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -2379478.250000 Penalty: 3200.986572
	Iteration 27Q: 3 clusters Score -2379478 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17928 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -2379555.000000 Penalty: 3200.986572
	Iteration 28Q: 3 clusters Score -2379555 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17983 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -2379613.250000 Penalty: 3200.986572
	Iteration 29Q: 3 clusters Score -2379613 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18015 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -2379637.000000 Penalty: 3200.986572
	Iteration 30Q: 3 clusters Score -2379637 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18039 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -2379660.500000 Penalty: 3200.986572
	Iteration 31Q: 3 clusters Score -2379660 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18055 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -2379674.750000 Penalty: 3200.986572
	Iteration 32Q: 3 clusters Score -2379675 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18074 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -2379685.500000 Penalty: 3200.986572
	Iteration 33Q: 3 clusters Score -2379686 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18085 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -2379688.750000 Penalty: 3200.986572
	Iteration 34Q: 3 clusters Score -2379689 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18092 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -2379695.750000 Penalty: 3200.986572
	Iteration 35Q: 3 clusters Score -2379696 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18100 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -2379696.500000 Penalty: 3200.986572
	Iteration 36Q: 3 clusters Score -2379696 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18098 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -2379702.500000 Penalty: 3200.986572
	Iteration 37Q: 3 clusters Score -2379702 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18099 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -2379701.000000 Penalty: 3200.986572
	Iteration 38Q: 3 clusters Score -2379701 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18100 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -2379699.750000 Penalty: 3200.986572
	Iteration 39Q: 3 clusters Score -2379700 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18100 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -2379699.750000 Penalty: 3200.986572
	Iteration 40F: 3 clusters Score -2379700 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (4141 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Entering Unmasked Estep 
Score: -537551.000000 Penalty: 1353.412476
	Iteration 0F: 2 clusters Score -537551 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -534193.312500 Penalty: 2706.824951
	Iteration 0F: 3 clusters Score -534193.3 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -535136.437500 Penalty: 2706.824951
	Iteration 1F: 3 clusters Score -535136.4 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -535321.375000 Penalty: 2706.824951
	Iteration 2F: 3 clusters Score -535321.4 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -535459.562500 Penalty: 2706.824951
	Iteration 3F: 3 clusters Score -535459.6 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -535578.062500 Penalty: 2706.824951
	Iteration 4Q: 3 clusters Score -535578.1 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -535667.187500 Penalty: 2706.824951
	Iteration 5Q: 3 clusters Score -535667.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -535736.937500 Penalty: 2706.824951
	Iteration 6Q: 3 clusters Score -535736.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -535799.687500 Penalty: 2706.824951
	Iteration 7Q: 3 clusters Score -535799.7 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -535869.625000 Penalty: 2706.824951
	Iteration 8Q: 3 clusters Score -535869.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -535934.562500 Penalty: 2706.824951
	Iteration 9Q: 3 clusters Score -535934.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -535991.750000 Penalty: 2706.824951
	Iteration 10Q: 3 clusters Score -535991.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -536046.812500 Penalty: 2706.824951
	Iteration 11Q: 3 clusters Score -536046.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -536089.000000 Penalty: 2706.824951
	Iteration 12Q: 3 clusters Score -536089 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -536122.875000 Penalty: 2706.824951
	Iteration 13Q: 3 clusters Score -536122.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -536146.125000 Penalty: 2706.824951
	Iteration 14Q: 3 clusters Score -536146.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -536167.687500 Penalty: 2706.824951
	Iteration 15Q: 3 clusters Score -536167.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -536180.437500 Penalty: 2706.824951
	Iteration 16Q: 3 clusters Score -536180.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -536194.062500 Penalty: 2706.824951
	Iteration 17Q: 3 clusters Score -536194.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -536206.375000 Penalty: 2706.824951
	Iteration 18Q: 3 clusters Score -536206.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -536217.125000 Penalty: 2706.824951
	Iteration 19Q: 3 clusters Score -536217.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -536227.250000 Penalty: 2706.824951
	Iteration 20F: 3 clusters Score -536227.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -536236.812500 Penalty: 2706.824951
	Iteration 21Q: 3 clusters Score -536236.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -536244.437500 Penalty: 2706.824951
	Iteration 22Q: 3 clusters Score -536244.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -536248.000000 Penalty: 2706.824951
	Iteration 23Q: 3 clusters Score -536248 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -536253.687500 Penalty: 2706.824951
	Iteration 24Q: 3 clusters Score -536253.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -536264.250000 Penalty: 2706.824951
	Iteration 25Q: 3 clusters Score -536264.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -536272.750000 Penalty: 2706.824951
	Iteration 26Q: 3 clusters Score -536272.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -536280.125000 Penalty: 2706.824951
	Iteration 27Q: 3 clusters Score -536280.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -536283.312500 Penalty: 2706.824951
	Iteration 28Q: 3 clusters Score -536283.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -536287.625000 Penalty: 2706.824951
	Iteration 29Q: 3 clusters Score -536287.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -536292.312500 Penalty: 2706.824951
	Iteration 30Q: 3 clusters Score -536292.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -536297.625000 Penalty: 2706.824951
	Iteration 31Q: 3 clusters Score -536297.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -536301.187500 Penalty: 2706.824951
	Iteration 32Q: 3 clusters Score -536301.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -536303.375000 Penalty: 2706.824951
	Iteration 33Q: 3 clusters Score -536303.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -536305.562500 Penalty: 2706.824951
	Iteration 34Q: 3 clusters Score -536305.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -536306.750000 Penalty: 2706.824951
	Iteration 35Q: 3 clusters Score -536306.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -536307.750000 Penalty: 2706.824951
	Iteration 36Q: 3 clusters Score -536307.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -536308.000000 Penalty: 2706.824951
	Iteration 37Q: 3 clusters Score -536308 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -536309.562500 Penalty: 2706.824951
	Iteration 38Q: 3 clusters Score -536309.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -536309.687500 Penalty: 2706.824951
	Iteration 39Q: 3 clusters Score -536309.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -536310.375000 Penalty: 2706.824951
	Iteration 40F: 3 clusters Score -536310.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -536310.187500 Penalty: 2706.824951
	Iteration 41Q: 3 clusters Score -536310.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -536311.937500 Penalty: 2706.824951
	Iteration 42Q: 3 clusters Score -536311.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -536312.062500 Penalty: 2706.824951
	Iteration 43Q: 3 clusters Score -536312.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -536312.375000 Penalty: 2706.824951
	Iteration 44Q: 3 clusters Score -536312.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -536313.875000 Penalty: 2706.824951
	Iteration 45Q: 3 clusters Score -536313.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -536316.562500 Penalty: 2706.824951
	Iteration 46Q: 3 clusters Score -536316.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -536318.750000 Penalty: 2706.824951
	Iteration 47Q: 3 clusters Score -536318.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -536320.000000 Penalty: 2706.824951
	Iteration 48Q: 3 clusters Score -536320 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -536321.937500 Penalty: 2706.824951
	Iteration 49Q: 3 clusters Score -536321.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -536322.625000 Penalty: 2706.824951
	Iteration 50Q: 3 clusters Score -536322.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -536321.750000 Penalty: 2706.824951
	Iteration 51Q: 3 clusters Score -536321.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -536322.375000 Penalty: 2706.824951
	Iteration 52Q: 3 clusters Score -536322.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -536323.250000 Penalty: 2706.824951
	Iteration 53Q: 3 clusters Score -536323.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -536323.437500 Penalty: 2706.824951
	Iteration 54Q: 3 clusters Score -536323.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -536324.000000 Penalty: 2706.824951
	Iteration 55Q: 3 clusters Score -536324 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -536324.562500 Penalty: 2706.824951
	Iteration 56Q: 3 clusters Score -536324.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -536324.625000 Penalty: 2706.824951
	Iteration 57Q: 3 clusters Score -536324.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -536325.062500 Penalty: 2706.824951
	Iteration 58Q: 3 clusters Score -536325.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -536325.375000 Penalty: 2706.824951
	Iteration 59Q: 3 clusters Score -536325.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -536327.437500 Penalty: 2706.824951
	Iteration 60F: 3 clusters Score -536327.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -536330.062500 Penalty: 2706.824951
	Iteration 61Q: 3 clusters Score -536330.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -536331.937500 Penalty: 2706.824951
	Iteration 62Q: 3 clusters Score -536331.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -536334.625000 Penalty: 2706.824951
	Iteration 63Q: 3 clusters Score -536334.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -536335.687500 Penalty: 2706.824951
	Iteration 64Q: 3 clusters Score -536335.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -536335.562500 Penalty: 2706.824951
	Iteration 65Q: 3 clusters Score -536335.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -536335.687500 Penalty: 2706.824951
	Iteration 66Q: 3 clusters Score -536335.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -536336.250000 Penalty: 2706.824951
	Iteration 67Q: 3 clusters Score -536336.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -536336.250000 Penalty: 2706.824951
	Iteration 68F: 3 clusters Score -536336.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (17811 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17811 members 
Entering Unmasked Estep 
Score: -2259060.250000 Penalty: 1590.480469
	Iteration 0F: 2 clusters Score -2259060 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8886 members 
Mstep: Class 2 contains 8925 members 
Entering Unmasked Estep 
Score: -2246948.000000 Penalty: 3180.960938
	Iteration 0F: 3 clusters Score -2246948 nChanged 7891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8869 members 
Mstep: Class 2 contains 8942 members 
Entering Unmasked Estep 
Score: -2251365.750000 Penalty: 3180.960938
	Iteration 1F: 3 clusters Score -2251366 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8939 members 
Mstep: Class 2 contains 8872 members 
Entering Unmasked Estep 
Score: -2251975.750000 Penalty: 3180.960938
	Iteration 2F: 3 clusters Score -2251976 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9042 members 
Mstep: Class 2 contains 8769 members 
Entering Unmasked Estep 
Score: -2252879.500000 Penalty: 3180.960938
	Iteration 3F: 3 clusters Score -2252880 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9259 members 
Mstep: Class 2 contains 8552 members 
Entering Unmasked Estep 
Score: -2253875.000000 Penalty: 3180.960938
	Iteration 4F: 3 clusters Score -2253875 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9623 members 
Mstep: Class 2 contains 8188 members 
Entering Unmasked Estep 
Score: -2254714.000000 Penalty: 3180.960938
	Iteration 5F: 3 clusters Score -2254714 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10063 members 
Mstep: Class 2 contains 7748 members 
Entering Unmasked Estep 
Score: -2255398.750000 Penalty: 3180.960938
	Iteration 6F: 3 clusters Score -2255399 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10480 members 
Mstep: Class 2 contains 7331 members 
Entering Unmasked Estep 
Score: -2255965.250000 Penalty: 3180.960938
	Iteration 7F: 3 clusters Score -2255965 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10827 members 
Mstep: Class 2 contains 6984 members 
Entering Unmasked Estep 
Score: -2256424.250000 Penalty: 3180.960938
	Iteration 8Q: 3 clusters Score -2256424 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11117 members 
Mstep: Class 2 contains 6694 members 
Entering Unmasked Estep 
Score: -2256730.250000 Penalty: 3180.960938
	Iteration 9Q: 3 clusters Score -2256730 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11330 members 
Mstep: Class 2 contains 6481 members 
Entering Unmasked Estep 
Score: -2256978.750000 Penalty: 3180.960938
	Iteration 10Q: 3 clusters Score -2256979 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11571 members 
Mstep: Class 2 contains 6240 members 
Entering Unmasked Estep 
Score: -2257227.750000 Penalty: 3180.960938
	Iteration 11Q: 3 clusters Score -2257228 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11813 members 
Mstep: Class 2 contains 5998 members 
Entering Unmasked Estep 
Score: -2257456.250000 Penalty: 3180.960938
	Iteration 12Q: 3 clusters Score -2257456 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12052 members 
Mstep: Class 2 contains 5759 members 
Entering Unmasked Estep 
Score: -2257667.250000 Penalty: 3180.960938
	Iteration 13Q: 3 clusters Score -2257667 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12279 members 
Mstep: Class 2 contains 5532 members 
Entering Unmasked Estep 
Score: -2257834.000000 Penalty: 3180.960938
	Iteration 14Q: 3 clusters Score -2257834 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12471 members 
Mstep: Class 2 contains 5340 members 
Entering Unmasked Estep 
Score: -2257952.750000 Penalty: 3180.960938
	Iteration 15Q: 3 clusters Score -2257953 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12635 members 
Mstep: Class 2 contains 5176 members 
Entering Unmasked Estep 
Score: -2258047.750000 Penalty: 3180.960938
	Iteration 16Q: 3 clusters Score -2258048 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12765 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -2258091.250000 Penalty: 3180.960938
	Iteration 17Q: 3 clusters Score -2258091 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12874 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -2258132.500000 Penalty: 3180.960938
	Iteration 18Q: 3 clusters Score -2258132 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12959 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
Score: -2258160.500000 Penalty: 3180.960938
	Iteration 19Q: 3 clusters Score -2258160 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13038 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -2258193.750000 Penalty: 3180.960938
	Iteration 20F: 3 clusters Score -2258194 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13110 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -2258224.500000 Penalty: 3180.960938
	Iteration 21Q: 3 clusters Score -2258224 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13183 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -2258259.250000 Penalty: 3180.960938
	Iteration 22Q: 3 clusters Score -2258259 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13254 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -2258292.750000 Penalty: 3180.960938
	Iteration 23Q: 3 clusters Score -2258293 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13321 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -2258328.750000 Penalty: 3180.960938
	Iteration 24Q: 3 clusters Score -2258329 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13383 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -2258365.000000 Penalty: 3180.960938
	Iteration 25Q: 3 clusters Score -2258365 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13463 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -2258401.000000 Penalty: 3180.960938
	Iteration 26Q: 3 clusters Score -2258401 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13530 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -2258424.500000 Penalty: 3180.960938
	Iteration 27Q: 3 clusters Score -2258424 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13591 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -2258440.250000 Penalty: 3180.960938
	Iteration 28Q: 3 clusters Score -2258440 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13650 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -2258468.500000 Penalty: 3180.960938
	Iteration 29Q: 3 clusters Score -2258468 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13714 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -2258501.500000 Penalty: 3180.960938
	Iteration 30Q: 3 clusters Score -2258502 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13765 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -2258520.500000 Penalty: 3180.960938
	Iteration 31Q: 3 clusters Score -2258520 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13815 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -2258536.000000 Penalty: 3180.960938
	Iteration 32Q: 3 clusters Score -2258536 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13855 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -2258543.000000 Penalty: 3180.960938
	Iteration 33Q: 3 clusters Score -2258543 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13881 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -2258547.500000 Penalty: 3180.960938
	Iteration 34Q: 3 clusters Score -2258548 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13903 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -2258549.250000 Penalty: 3180.960938
	Iteration 35Q: 3 clusters Score -2258549 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13925 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -2258554.750000 Penalty: 3180.960938
	Iteration 36Q: 3 clusters Score -2258555 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13948 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -2258562.750000 Penalty: 3180.960938
	Iteration 37Q: 3 clusters Score -2258563 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13970 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -2258567.500000 Penalty: 3180.960938
	Iteration 38Q: 3 clusters Score -2258568 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13989 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -2258570.250000 Penalty: 3180.960938
	Iteration 39Q: 3 clusters Score -2258570 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14008 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -2258574.250000 Penalty: 3180.960938
	Iteration 40F: 3 clusters Score -2258574 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14027 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -2258575.750000 Penalty: 3180.960938
	Iteration 41Q: 3 clusters Score -2258576 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14042 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -2258575.500000 Penalty: 3180.960938
	Iteration 42Q: 3 clusters Score -2258576 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14057 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -2258574.750000 Penalty: 3180.960938
	Iteration 43Q: 3 clusters Score -2258575 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14080 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -2258578.500000 Penalty: 3180.960938
	Iteration 44Q: 3 clusters Score -2258578 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14102 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -2258588.250000 Penalty: 3180.960938
	Iteration 45Q: 3 clusters Score -2258588 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14131 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -2258607.250000 Penalty: 3180.960938
	Iteration 46Q: 3 clusters Score -2258607 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14175 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -2258612.750000 Penalty: 3180.960938
	Iteration 47Q: 3 clusters Score -2258613 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14205 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -2258614.000000 Penalty: 3180.960938
	Iteration 48Q: 3 clusters Score -2258614 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14230 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -2258620.500000 Penalty: 3180.960938
	Iteration 49Q: 3 clusters Score -2258620 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14248 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -2258620.000000 Penalty: 3180.960938
	Iteration 50Q: 3 clusters Score -2258620 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14268 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -2258621.500000 Penalty: 3180.960938
	Iteration 51Q: 3 clusters Score -2258622 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14284 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -2258634.250000 Penalty: 3180.960938
	Iteration 52Q: 3 clusters Score -2258634 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14306 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -2258637.000000 Penalty: 3180.960938
	Iteration 53Q: 3 clusters Score -2258637 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14319 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -2258635.000000 Penalty: 3180.960938
	Iteration 54Q: 3 clusters Score -2258635 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14328 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -2258632.250000 Penalty: 3180.960938
	Iteration 55Q: 3 clusters Score -2258632 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14339 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -2258635.750000 Penalty: 3180.960938
	Iteration 56Q: 3 clusters Score -2258636 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14351 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -2258635.500000 Penalty: 3180.960938
	Iteration 57Q: 3 clusters Score -2258636 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14355 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -2258638.000000 Penalty: 3180.960938
	Iteration 58Q: 3 clusters Score -2258638 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14360 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -2258641.750000 Penalty: 3180.960938
	Iteration 59Q: 3 clusters Score -2258642 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14366 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -2258643.250000 Penalty: 3180.960938
	Iteration 60F: 3 clusters Score -2258643 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14370 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -2258644.500000 Penalty: 3180.960938
	Iteration 61Q: 3 clusters Score -2258644 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14371 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -2258647.750000 Penalty: 3180.960938
	Iteration 62Q: 3 clusters Score -2258648 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14371 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -2258647.750000 Penalty: 3180.960938
	Iteration 63F: 3 clusters Score -2258648 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (4813 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Entering Unmasked Estep 
Score: -606331.125000 Penalty: 1377.849731
	Iteration 0F: 2 clusters Score -606331.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -602408.250000 Penalty: 2755.699463
	Iteration 0F: 3 clusters Score -602408.2 nChanged 1976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -603549.750000 Penalty: 2755.699463
	Iteration 1F: 3 clusters Score -603549.8 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -603739.625000 Penalty: 2755.699463
	Iteration 2F: 3 clusters Score -603739.6 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -603891.500000 Penalty: 2755.699463
	Iteration 3F: 3 clusters Score -603891.5 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -604038.000000 Penalty: 2755.699463
	Iteration 4F: 3 clusters Score -604038 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -604160.875000 Penalty: 2755.699463
	Iteration 5Q: 3 clusters Score -604160.9 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -604272.500000 Penalty: 2755.699463
	Iteration 6Q: 3 clusters Score -604272.5 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -604377.125000 Penalty: 2755.699463
	Iteration 7Q: 3 clusters Score -604377.1 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -604466.437500 Penalty: 2755.699463
	Iteration 8Q: 3 clusters Score -604466.4 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -604553.187500 Penalty: 2755.699463
	Iteration 9Q: 3 clusters Score -604553.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -604636.937500 Penalty: 2755.699463
	Iteration 10Q: 3 clusters Score -604636.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -604714.937500 Penalty: 2755.699463
	Iteration 11Q: 3 clusters Score -604714.9 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -604796.500000 Penalty: 2755.699463
	Iteration 12Q: 3 clusters Score -604796.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -604859.500000 Penalty: 2755.699463
	Iteration 13Q: 3 clusters Score -604859.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -604910.187500 Penalty: 2755.699463
	Iteration 14Q: 3 clusters Score -604910.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -604954.937500 Penalty: 2755.699463
	Iteration 15Q: 3 clusters Score -604954.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -604995.250000 Penalty: 2755.699463
	Iteration 16Q: 3 clusters Score -604995.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -605032.437500 Penalty: 2755.699463
	Iteration 17Q: 3 clusters Score -605032.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -605056.375000 Penalty: 2755.699463
	Iteration 18Q: 3 clusters Score -605056.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -605074.562500 Penalty: 2755.699463
	Iteration 19Q: 3 clusters Score -605074.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -605091.000000 Penalty: 2755.699463
	Iteration 20F: 3 clusters Score -605091 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -605113.250000 Penalty: 2755.699463
	Iteration 21Q: 3 clusters Score -605113.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -605134.812500 Penalty: 2755.699463
	Iteration 22Q: 3 clusters Score -605134.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -605148.937500 Penalty: 2755.699463
	Iteration 23Q: 3 clusters Score -605148.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -605169.687500 Penalty: 2755.699463
	Iteration 24Q: 3 clusters Score -605169.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -605190.937500 Penalty: 2755.699463
	Iteration 25Q: 3 clusters Score -605190.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -605206.187500 Penalty: 2755.699463
	Iteration 26Q: 3 clusters Score -605206.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -605212.750000 Penalty: 2755.699463
	Iteration 27Q: 3 clusters Score -605212.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -605215.125000 Penalty: 2755.699463
	Iteration 28Q: 3 clusters Score -605215.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -605219.312500 Penalty: 2755.699463
	Iteration 29Q: 3 clusters Score -605219.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -605223.250000 Penalty: 2755.699463
	Iteration 30Q: 3 clusters Score -605223.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -605227.812500 Penalty: 2755.699463
	Iteration 31Q: 3 clusters Score -605227.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -605231.875000 Penalty: 2755.699463
	Iteration 32Q: 3 clusters Score -605231.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -605233.250000 Penalty: 2755.699463
	Iteration 33Q: 3 clusters Score -605233.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -605235.500000 Penalty: 2755.699463
	Iteration 34Q: 3 clusters Score -605235.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -605237.812500 Penalty: 2755.699463
	Iteration 35Q: 3 clusters Score -605237.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -605239.562500 Penalty: 2755.699463
	Iteration 36Q: 3 clusters Score -605239.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -605242.625000 Penalty: 2755.699463
	Iteration 37Q: 3 clusters Score -605242.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -605246.375000 Penalty: 2755.699463
	Iteration 38Q: 3 clusters Score -605246.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -605248.125000 Penalty: 2755.699463
	Iteration 39Q: 3 clusters Score -605248.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -605249.562500 Penalty: 2755.699463
	Iteration 40F: 3 clusters Score -605249.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -605253.000000 Penalty: 2755.699463
	Iteration 41Q: 3 clusters Score -605253 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -605261.000000 Penalty: 2755.699463
	Iteration 42Q: 3 clusters Score -605261 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -605265.687500 Penalty: 2755.699463
	Iteration 43Q: 3 clusters Score -605265.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -605268.375000 Penalty: 2755.699463
	Iteration 44Q: 3 clusters Score -605268.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -605273.562500 Penalty: 2755.699463
	Iteration 45Q: 3 clusters Score -605273.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -605278.375000 Penalty: 2755.699463
	Iteration 46Q: 3 clusters Score -605278.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -605281.937500 Penalty: 2755.699463
	Iteration 47Q: 3 clusters Score -605281.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -605284.187500 Penalty: 2755.699463
	Iteration 48Q: 3 clusters Score -605284.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -605286.687500 Penalty: 2755.699463
	Iteration 49Q: 3 clusters Score -605286.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -605288.750000 Penalty: 2755.699463
	Iteration 50Q: 3 clusters Score -605288.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -605289.312500 Penalty: 2755.699463
	Iteration 51Q: 3 clusters Score -605289.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -605289.937500 Penalty: 2755.699463
	Iteration 52Q: 3 clusters Score -605289.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -605290.375000 Penalty: 2755.699463
	Iteration 53Q: 3 clusters Score -605290.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -605292.062500 Penalty: 2755.699463
	Iteration 54Q: 3 clusters Score -605292.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -605292.437500 Penalty: 2755.699463
	Iteration 55Q: 3 clusters Score -605292.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -605293.187500 Penalty: 2755.699463
	Iteration 56Q: 3 clusters Score -605293.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -605295.187500 Penalty: 2755.699463
	Iteration 57Q: 3 clusters Score -605295.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -605297.875000 Penalty: 2755.699463
	Iteration 58Q: 3 clusters Score -605297.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -605299.000000 Penalty: 2755.699463
	Iteration 59Q: 3 clusters Score -605299 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -605299.375000 Penalty: 2755.699463
	Iteration 60F: 3 clusters Score -605299.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -605300.375000 Penalty: 2755.699463
	Iteration 61Q: 3 clusters Score -605300.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -605300.375000 Penalty: 2755.699463
	Iteration 62F: 3 clusters Score -605300.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (4060 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Entering Unmasked Estep 
Score: -470078.875000 Penalty: 1350.202393
	Iteration 0F: 2 clusters Score -470078.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -466695.312500 Penalty: 2700.404785
	Iteration 0F: 3 clusters Score -466695.3 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -467746.625000 Penalty: 2700.404785
	Iteration 1F: 3 clusters Score -467746.6 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -468108.906250 Penalty: 2700.404785
	Iteration 2F: 3 clusters Score -468108.9 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -468424.187500 Penalty: 2700.404785
	Iteration 3F: 3 clusters Score -468424.2 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -468663.843750 Penalty: 2700.404785
	Iteration 4F: 3 clusters Score -468663.8 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -468848.531250 Penalty: 2700.404785
	Iteration 5F: 3 clusters Score -468848.5 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -468980.687500 Penalty: 2700.404785
	Iteration 6Q: 3 clusters Score -468980.7 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -469086.093750 Penalty: 2700.404785
	Iteration 7Q: 3 clusters Score -469086.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -469162.625000 Penalty: 2700.404785
	Iteration 8Q: 3 clusters Score -469162.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -469216.500000 Penalty: 2700.404785
	Iteration 9Q: 3 clusters Score -469216.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -469255.875000 Penalty: 2700.404785
	Iteration 10Q: 3 clusters Score -469255.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -469290.656250 Penalty: 2700.404785
	Iteration 11Q: 3 clusters Score -469290.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -469314.843750 Penalty: 2700.404785
	Iteration 12Q: 3 clusters Score -469314.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -469334.937500 Penalty: 2700.404785
	Iteration 13Q: 3 clusters Score -469334.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -469356.593750 Penalty: 2700.404785
	Iteration 14Q: 3 clusters Score -469356.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -469376.000000 Penalty: 2700.404785
	Iteration 15Q: 3 clusters Score -469376 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -469391.093750 Penalty: 2700.404785
	Iteration 16Q: 3 clusters Score -469391.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -469408.343750 Penalty: 2700.404785
	Iteration 17Q: 3 clusters Score -469408.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -469435.906250 Penalty: 2700.404785
	Iteration 18Q: 3 clusters Score -469435.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -469464.375000 Penalty: 2700.404785
	Iteration 19Q: 3 clusters Score -469464.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -469476.000000 Penalty: 2700.404785
	Iteration 20F: 3 clusters Score -469476 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -469484.437500 Penalty: 2700.404785
	Iteration 21Q: 3 clusters Score -469484.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -469494.468750 Penalty: 2700.404785
	Iteration 22Q: 3 clusters Score -469494.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -469501.062500 Penalty: 2700.404785
	Iteration 23Q: 3 clusters Score -469501.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -469505.093750 Penalty: 2700.404785
	Iteration 24Q: 3 clusters Score -469505.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -469507.187500 Penalty: 2700.404785
	Iteration 25Q: 3 clusters Score -469507.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -469509.437500 Penalty: 2700.404785
	Iteration 26Q: 3 clusters Score -469509.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -469514.812500 Penalty: 2700.404785
	Iteration 27Q: 3 clusters Score -469514.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -469520.656250 Penalty: 2700.404785
	Iteration 28Q: 3 clusters Score -469520.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -469526.343750 Penalty: 2700.404785
	Iteration 29Q: 3 clusters Score -469526.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -469530.687500 Penalty: 2700.404785
	Iteration 30Q: 3 clusters Score -469530.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -469532.468750 Penalty: 2700.404785
	Iteration 31Q: 3 clusters Score -469532.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -469535.500000 Penalty: 2700.404785
	Iteration 32Q: 3 clusters Score -469535.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -469538.531250 Penalty: 2700.404785
	Iteration 33Q: 3 clusters Score -469538.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -469539.375000 Penalty: 2700.404785
	Iteration 34Q: 3 clusters Score -469539.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -469540.937500 Penalty: 2700.404785
	Iteration 35Q: 3 clusters Score -469540.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -469541.343750 Penalty: 2700.404785
	Iteration 36Q: 3 clusters Score -469541.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -469542.437500 Penalty: 2700.404785
	Iteration 37Q: 3 clusters Score -469542.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -469543.937500 Penalty: 2700.404785
	Iteration 38Q: 3 clusters Score -469543.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -469544.281250 Penalty: 2700.404785
	Iteration 39Q: 3 clusters Score -469544.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -469544.468750 Penalty: 2700.404785
	Iteration 40F: 3 clusters Score -469544.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (2333 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Entering Unmasked Estep 
Score: -282456.812500 Penalty: 1260.172974
	Iteration 0F: 2 clusters Score -282456.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -280175.218750 Penalty: 2520.345947
	Iteration 0F: 3 clusters Score -280175.2 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -280733.312500 Penalty: 2520.345947
	Iteration 1F: 3 clusters Score -280733.3 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -280907.312500 Penalty: 2520.345947
	Iteration 2F: 3 clusters Score -280907.3 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -281046.656250 Penalty: 2520.345947
	Iteration 3F: 3 clusters Score -281046.7 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -281172.593750 Penalty: 2520.345947
	Iteration 4F: 3 clusters Score -281172.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -281273.281250 Penalty: 2520.345947
	Iteration 5Q: 3 clusters Score -281273.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -281347.687500 Penalty: 2520.345947
	Iteration 6Q: 3 clusters Score -281347.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -281402.468750 Penalty: 2520.345947
	Iteration 7Q: 3 clusters Score -281402.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -281459.781250 Penalty: 2520.345947
	Iteration 8Q: 3 clusters Score -281459.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -281521.562500 Penalty: 2520.345947
	Iteration 9Q: 3 clusters Score -281521.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -281586.031250 Penalty: 2520.345947
	Iteration 10Q: 3 clusters Score -281586 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -281666.000000 Penalty: 2520.345947
	Iteration 11Q: 3 clusters Score -281666 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -281725.187500 Penalty: 2520.345947
	Iteration 12Q: 3 clusters Score -281725.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -281768.625000 Penalty: 2520.345947
	Iteration 13Q: 3 clusters Score -281768.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -281803.375000 Penalty: 2520.345947
	Iteration 14Q: 3 clusters Score -281803.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -281829.968750 Penalty: 2520.345947
	Iteration 15Q: 3 clusters Score -281830 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -281853.250000 Penalty: 2520.345947
	Iteration 16Q: 3 clusters Score -281853.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -281868.125000 Penalty: 2520.345947
	Iteration 17Q: 3 clusters Score -281868.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -281873.031250 Penalty: 2520.345947
	Iteration 18Q: 3 clusters Score -281873 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -281878.500000 Penalty: 2520.345947
	Iteration 19Q: 3 clusters Score -281878.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -281890.437500 Penalty: 2520.345947
	Iteration 20F: 3 clusters Score -281890.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -281902.093750 Penalty: 2520.345947
	Iteration 21Q: 3 clusters Score -281902.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -281904.687500 Penalty: 2520.345947
	Iteration 22Q: 3 clusters Score -281904.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -281906.937500 Penalty: 2520.345947
	Iteration 23Q: 3 clusters Score -281906.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -281908.937500 Penalty: 2520.345947
	Iteration 24Q: 3 clusters Score -281908.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -281910.281250 Penalty: 2520.345947
	Iteration 25Q: 3 clusters Score -281910.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -281911.468750 Penalty: 2520.345947
	Iteration 26Q: 3 clusters Score -281911.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -281911.218750 Penalty: 2520.345947
	Iteration 27Q: 3 clusters Score -281911.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -281911.531250 Penalty: 2520.345947
	Iteration 28Q: 3 clusters Score -281911.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -281911.500000 Penalty: 2520.345947
	Iteration 29Q: 3 clusters Score -281911.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -281911.500000 Penalty: 2520.345947
	Iteration 30F: 3 clusters Score -281911.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (5253 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5253 members 
Entering Unmasked Estep 
Score: -654163.187500 Penalty: 1392.065186
	Iteration 0F: 2 clusters Score -654163.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -650048.562500 Penalty: 2784.130371
	Iteration 0F: 3 clusters Score -650048.6 nChanged 2157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -651327.562500 Penalty: 2784.130371
	Iteration 1F: 3 clusters Score -651327.6 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -651602.187500 Penalty: 2784.130371
	Iteration 2F: 3 clusters Score -651602.2 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -651867.875000 Penalty: 2784.130371
	Iteration 3F: 3 clusters Score -651867.9 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -652126.062500 Penalty: 2784.130371
	Iteration 4F: 3 clusters Score -652126.1 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -652351.250000 Penalty: 2784.130371
	Iteration 5F: 3 clusters Score -652351.2 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -652531.812500 Penalty: 2784.130371
	Iteration 6Q: 3 clusters Score -652531.8 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -652671.750000 Penalty: 2784.130371
	Iteration 7Q: 3 clusters Score -652671.8 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -652804.250000 Penalty: 2784.130371
	Iteration 8Q: 3 clusters Score -652804.2 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -652919.187500 Penalty: 2784.130371
	Iteration 9Q: 3 clusters Score -652919.2 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -653011.250000 Penalty: 2784.130371
	Iteration 10Q: 3 clusters Score -653011.2 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -653096.687500 Penalty: 2784.130371
	Iteration 11Q: 3 clusters Score -653096.7 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -653181.375000 Penalty: 2784.130371
	Iteration 12Q: 3 clusters Score -653181.4 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -653264.812500 Penalty: 2784.130371
	Iteration 13Q: 3 clusters Score -653264.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -653341.000000 Penalty: 2784.130371
	Iteration 14Q: 3 clusters Score -653341 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -653407.375000 Penalty: 2784.130371
	Iteration 15Q: 3 clusters Score -653407.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -653461.437500 Penalty: 2784.130371
	Iteration 16Q: 3 clusters Score -653461.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -653517.750000 Penalty: 2784.130371
	Iteration 17Q: 3 clusters Score -653517.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -653560.750000 Penalty: 2784.130371
	Iteration 18Q: 3 clusters Score -653560.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -653582.937500 Penalty: 2784.130371
	Iteration 19Q: 3 clusters Score -653582.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -653610.437500 Penalty: 2784.130371
	Iteration 20F: 3 clusters Score -653610.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -653627.937500 Penalty: 2784.130371
	Iteration 21Q: 3 clusters Score -653627.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -653645.875000 Penalty: 2784.130371
	Iteration 22Q: 3 clusters Score -653645.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -653665.375000 Penalty: 2784.130371
	Iteration 23Q: 3 clusters Score -653665.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -653678.375000 Penalty: 2784.130371
	Iteration 24Q: 3 clusters Score -653678.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -653688.125000 Penalty: 2784.130371
	Iteration 25Q: 3 clusters Score -653688.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -653692.937500 Penalty: 2784.130371
	Iteration 26Q: 3 clusters Score -653692.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -653695.812500 Penalty: 2784.130371
	Iteration 27Q: 3 clusters Score -653695.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -653701.562500 Penalty: 2784.130371
	Iteration 28Q: 3 clusters Score -653701.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -653704.437500 Penalty: 2784.130371
	Iteration 29Q: 3 clusters Score -653704.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -653706.250000 Penalty: 2784.130371
	Iteration 30Q: 3 clusters Score -653706.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -653707.562500 Penalty: 2784.130371
	Iteration 31Q: 3 clusters Score -653707.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -653711.062500 Penalty: 2784.130371
	Iteration 32Q: 3 clusters Score -653711.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -653709.750000 Penalty: 2784.130371
	Iteration 33Q: 3 clusters Score -653709.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -653710.875000 Penalty: 2784.130371
	Iteration 34Q: 3 clusters Score -653710.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -653712.312500 Penalty: 2784.130371
	Iteration 35Q: 3 clusters Score -653712.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -653711.875000 Penalty: 2784.130371
	Iteration 36Q: 3 clusters Score -653711.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -653712.437500 Penalty: 2784.130371
	Iteration 37Q: 3 clusters Score -653712.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -653713.062500 Penalty: 2784.130371
	Iteration 38Q: 3 clusters Score -653713.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -653712.562500 Penalty: 2784.130371
	Iteration 39Q: 3 clusters Score -653712.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -653712.562500 Penalty: 2784.130371
	Iteration 40F: 3 clusters Score -653712.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (3552 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Entering Unmasked Estep 
Score: -437494.218750 Penalty: 1328.480713
	Iteration 0F: 2 clusters Score -437494.2 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 1745 members 
Entering Unmasked Estep 
Score: -434421.375000 Penalty: 2656.961426
	Iteration 0F: 3 clusters Score -434421.4 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -435224.968750 Penalty: 2656.961426
	Iteration 1F: 3 clusters Score -435225 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -435385.906250 Penalty: 2656.961426
	Iteration 2F: 3 clusters Score -435385.9 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -435495.906250 Penalty: 2656.961426
	Iteration 3F: 3 clusters Score -435495.9 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -435586.125000 Penalty: 2656.961426
	Iteration 4Q: 3 clusters Score -435586.1 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -435666.593750 Penalty: 2656.961426
	Iteration 5Q: 3 clusters Score -435666.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -435742.187500 Penalty: 2656.961426
	Iteration 6Q: 3 clusters Score -435742.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -435821.656250 Penalty: 2656.961426
	Iteration 7Q: 3 clusters Score -435821.7 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -435924.531250 Penalty: 2656.961426
	Iteration 8Q: 3 clusters Score -435924.5 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -436026.718750 Penalty: 2656.961426
	Iteration 9Q: 3 clusters Score -436026.7 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -436147.343750 Penalty: 2656.961426
	Iteration 10Q: 3 clusters Score -436147.3 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -436255.187500 Penalty: 2656.961426
	Iteration 11Q: 3 clusters Score -436255.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -436342.593750 Penalty: 2656.961426
	Iteration 12Q: 3 clusters Score -436342.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -436417.187500 Penalty: 2656.961426
	Iteration 13Q: 3 clusters Score -436417.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -436474.312500 Penalty: 2656.961426
	Iteration 14Q: 3 clusters Score -436474.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -436510.687500 Penalty: 2656.961426
	Iteration 15Q: 3 clusters Score -436510.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -436550.593750 Penalty: 2656.961426
	Iteration 16Q: 3 clusters Score -436550.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -436597.687500 Penalty: 2656.961426
	Iteration 17Q: 3 clusters Score -436597.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -436643.312500 Penalty: 2656.961426
	Iteration 18Q: 3 clusters Score -436643.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -436668.593750 Penalty: 2656.961426
	Iteration 19Q: 3 clusters Score -436668.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -436682.593750 Penalty: 2656.961426
	Iteration 20F: 3 clusters Score -436682.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -436694.187500 Penalty: 2656.961426
	Iteration 21Q: 3 clusters Score -436694.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -436699.687500 Penalty: 2656.961426
	Iteration 22Q: 3 clusters Score -436699.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -436703.250000 Penalty: 2656.961426
	Iteration 23Q: 3 clusters Score -436703.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -436706.000000 Penalty: 2656.961426
	Iteration 24Q: 3 clusters Score -436706 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -436706.187500 Penalty: 2656.961426
	Iteration 25Q: 3 clusters Score -436706.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -436706.187500 Penalty: 2656.961426
	Iteration 26F: 3 clusters Score -436706.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (2757 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Entering Unmasked Estep 
Score: -329569.375000 Penalty: 1287.308472
	Iteration 0F: 2 clusters Score -329569.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -326975.500000 Penalty: 2574.616943
	Iteration 0F: 3 clusters Score -326975.5 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -327572.218750 Penalty: 2574.616943
	Iteration 1F: 3 clusters Score -327572.2 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -327722.000000 Penalty: 2574.616943
	Iteration 2F: 3 clusters Score -327722 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -327813.468750 Penalty: 2574.616943
	Iteration 3F: 3 clusters Score -327813.5 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -327895.968750 Penalty: 2574.616943
	Iteration 4Q: 3 clusters Score -327896 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -327958.718750 Penalty: 2574.616943
	Iteration 5Q: 3 clusters Score -327958.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -328010.156250 Penalty: 2574.616943
	Iteration 6Q: 3 clusters Score -328010.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -328058.062500 Penalty: 2574.616943
	Iteration 7Q: 3 clusters Score -328058.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -328095.093750 Penalty: 2574.616943
	Iteration 8Q: 3 clusters Score -328095.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -328137.625000 Penalty: 2574.616943
	Iteration 9Q: 3 clusters Score -328137.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -328169.218750 Penalty: 2574.616943
	Iteration 10Q: 3 clusters Score -328169.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -328204.156250 Penalty: 2574.616943
	Iteration 11Q: 3 clusters Score -328204.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -328247.343750 Penalty: 2574.616943
	Iteration 12Q: 3 clusters Score -328247.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -328276.531250 Penalty: 2574.616943
	Iteration 13Q: 3 clusters Score -328276.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -328311.406250 Penalty: 2574.616943
	Iteration 14Q: 3 clusters Score -328311.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -328345.250000 Penalty: 2574.616943
	Iteration 15Q: 3 clusters Score -328345.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -328383.093750 Penalty: 2574.616943
	Iteration 16Q: 3 clusters Score -328383.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -328434.187500 Penalty: 2574.616943
	Iteration 17Q: 3 clusters Score -328434.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -328488.000000 Penalty: 2574.616943
	Iteration 18Q: 3 clusters Score -328488 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -328525.093750 Penalty: 2574.616943
	Iteration 19Q: 3 clusters Score -328525.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -328566.468750 Penalty: 2574.616943
	Iteration 20F: 3 clusters Score -328566.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -328602.843750 Penalty: 2574.616943
	Iteration 21Q: 3 clusters Score -328602.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -328622.781250 Penalty: 2574.616943
	Iteration 22Q: 3 clusters Score -328622.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -328634.937500 Penalty: 2574.616943
	Iteration 23Q: 3 clusters Score -328634.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -328647.500000 Penalty: 2574.616943
	Iteration 24Q: 3 clusters Score -328647.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -328658.250000 Penalty: 2574.616943
	Iteration 25Q: 3 clusters Score -328658.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -328667.125000 Penalty: 2574.616943
	Iteration 26Q: 3 clusters Score -328667.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -328675.218750 Penalty: 2574.616943
	Iteration 27Q: 3 clusters Score -328675.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -328681.406250 Penalty: 2574.616943
	Iteration 28Q: 3 clusters Score -328681.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -328688.937500 Penalty: 2574.616943
	Iteration 29Q: 3 clusters Score -328688.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -328695.562500 Penalty: 2574.616943
	Iteration 30Q: 3 clusters Score -328695.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -328700.093750 Penalty: 2574.616943
	Iteration 31Q: 3 clusters Score -328700.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -328704.593750 Penalty: 2574.616943
	Iteration 32Q: 3 clusters Score -328704.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -328706.031250 Penalty: 2574.616943
	Iteration 33Q: 3 clusters Score -328706 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -328707.375000 Penalty: 2574.616943
	Iteration 34Q: 3 clusters Score -328707.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -328710.562500 Penalty: 2574.616943
	Iteration 35Q: 3 clusters Score -328710.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -328712.875000 Penalty: 2574.616943
	Iteration 36Q: 3 clusters Score -328712.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -328712.687500 Penalty: 2574.616943
	Iteration 37Q: 3 clusters Score -328712.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -328713.375000 Penalty: 2574.616943
	Iteration 38Q: 3 clusters Score -328713.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -328714.187500 Penalty: 2574.616943
	Iteration 39Q: 3 clusters Score -328714.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -328715.218750 Penalty: 2574.616943
	Iteration 40F: 3 clusters Score -328715.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -328716.312500 Penalty: 2574.616943
	Iteration 41Q: 3 clusters Score -328716.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -328716.531250 Penalty: 2574.616943
	Iteration 42Q: 3 clusters Score -328716.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -328717.531250 Penalty: 2574.616943
	Iteration 43Q: 3 clusters Score -328717.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -328717.531250 Penalty: 2574.616943
	Iteration 44F: 3 clusters Score -328717.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (2087 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Entering Unmasked Estep 
Score: -249496.125000 Penalty: 1242.065918
	Iteration 0F: 2 clusters Score -249496.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -247353.296875 Penalty: 2484.131836
	Iteration 0F: 3 clusters Score -247353.3 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -247872.781250 Penalty: 2484.131836
	Iteration 1F: 3 clusters Score -247872.8 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -248019.390625 Penalty: 2484.131836
	Iteration 2F: 3 clusters Score -248019.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -248119.343750 Penalty: 2484.131836
	Iteration 3F: 3 clusters Score -248119.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -248193.640625 Penalty: 2484.131836
	Iteration 4Q: 3 clusters Score -248193.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -248261.062500 Penalty: 2484.131836
	Iteration 5Q: 3 clusters Score -248261.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -248336.984375 Penalty: 2484.131836
	Iteration 6Q: 3 clusters Score -248337 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -248413.750000 Penalty: 2484.131836
	Iteration 7Q: 3 clusters Score -248413.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -248494.562500 Penalty: 2484.131836
	Iteration 8Q: 3 clusters Score -248494.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -248564.671875 Penalty: 2484.131836
	Iteration 9Q: 3 clusters Score -248564.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -248609.125000 Penalty: 2484.131836
	Iteration 10Q: 3 clusters Score -248609.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -248636.640625 Penalty: 2484.131836
	Iteration 11Q: 3 clusters Score -248636.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -248659.671875 Penalty: 2484.131836
	Iteration 12Q: 3 clusters Score -248659.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -248676.593750 Penalty: 2484.131836
	Iteration 13Q: 3 clusters Score -248676.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -248689.234375 Penalty: 2484.131836
	Iteration 14Q: 3 clusters Score -248689.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -248699.484375 Penalty: 2484.131836
	Iteration 15Q: 3 clusters Score -248699.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -248709.187500 Penalty: 2484.131836
	Iteration 16Q: 3 clusters Score -248709.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -248716.015625 Penalty: 2484.131836
	Iteration 17Q: 3 clusters Score -248716 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -248721.687500 Penalty: 2484.131836
	Iteration 18Q: 3 clusters Score -248721.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -248725.453125 Penalty: 2484.131836
	Iteration 19Q: 3 clusters Score -248725.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -248726.015625 Penalty: 2484.131836
	Iteration 20F: 3 clusters Score -248726 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -248726.875000 Penalty: 2484.131836
	Iteration 21Q: 3 clusters Score -248726.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -248726.937500 Penalty: 2484.131836
	Iteration 22Q: 3 clusters Score -248726.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -248726.937500 Penalty: 2484.131836
	Iteration 23F: 3 clusters Score -248726.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (1041 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Entering Unmasked Estep 
Score: -123646.367188 Penalty: 1129.039795
	Iteration 0F: 2 clusters Score -123646.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -122200.820312 Penalty: 2258.079590
	Iteration 0F: 3 clusters Score -122200.8 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -122499.226562 Penalty: 2258.079590
	Iteration 1F: 3 clusters Score -122499.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -122586.296875 Penalty: 2258.079590
	Iteration 2F: 3 clusters Score -122586.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -122629.125000 Penalty: 2258.079590
	Iteration 3Q: 3 clusters Score -122629.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -122683.992188 Penalty: 2258.079590
	Iteration 4Q: 3 clusters Score -122684 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -122796.367188 Penalty: 2258.079590
	Iteration 5Q: 3 clusters Score -122796.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -122922.570312 Penalty: 2258.079590
	Iteration 6Q: 3 clusters Score -122922.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -123005.375000 Penalty: 2258.079590
	Iteration 7F: 3 clusters Score -123005.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -123069.757812 Penalty: 2258.079590
	Iteration 8Q: 3 clusters Score -123069.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -123122.703125 Penalty: 2258.079590
	Iteration 9Q: 3 clusters Score -123122.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -123175.390625 Penalty: 2258.079590
	Iteration 10Q: 3 clusters Score -123175.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -123225.812500 Penalty: 2258.079590
	Iteration 11Q: 3 clusters Score -123225.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -123269.328125 Penalty: 2258.079590
	Iteration 12Q: 3 clusters Score -123269.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -123294.476562 Penalty: 2258.079590
	Iteration 13Q: 3 clusters Score -123294.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -123324.890625 Penalty: 2258.079590
	Iteration 14Q: 3 clusters Score -123324.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -123335.632812 Penalty: 2258.079590
	Iteration 15Q: 3 clusters Score -123335.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -123339.921875 Penalty: 2258.079590
	Iteration 16Q: 3 clusters Score -123339.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -123342.398438 Penalty: 2258.079590
	Iteration 17Q: 3 clusters Score -123342.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -123342.398438 Penalty: 2258.079590
	Iteration 18F: 3 clusters Score -123342.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (22194 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22194 members 
Entering Unmasked Estep 
Score: -2828475.750000 Penalty: 1626.231201
	Iteration 0F: 2 clusters Score -2828476 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11091 members 
Mstep: Class 2 contains 11103 members 
Entering Unmasked Estep 
Score: -2813412.250000 Penalty: 3252.462402
	Iteration 0F: 3 clusters Score -2813412 nChanged 10153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11098 members 
Mstep: Class 2 contains 11096 members 
Entering Unmasked Estep 
Score: -2819047.250000 Penalty: 3252.462402
	Iteration 1F: 3 clusters Score -2819047 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11163 members 
Mstep: Class 2 contains 11031 members 
Entering Unmasked Estep 
Score: -2819416.750000 Penalty: 3252.462402
	Iteration 2Q: 3 clusters Score -2819417 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11264 members 
Mstep: Class 2 contains 10930 members 
Entering Unmasked Estep 
Score: -2819753.000000 Penalty: 3252.462402
	Iteration 3Q: 3 clusters Score -2819753 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11433 members 
Mstep: Class 2 contains 10761 members 
Entering Unmasked Estep 
Score: -2820114.750000 Penalty: 3252.462402
	Iteration 4Q: 3 clusters Score -2820115 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11671 members 
Mstep: Class 2 contains 10523 members 
Entering Unmasked Estep 
Score: -2820502.000000 Penalty: 3252.462402
	Iteration 5Q: 3 clusters Score -2820502 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12056 members 
Mstep: Class 2 contains 10138 members 
Entering Unmasked Estep 
Score: -2820978.500000 Penalty: 3252.462402
	Iteration 6Q: 3 clusters Score -2820978 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12606 members 
Mstep: Class 2 contains 9588 members 
Entering Unmasked Estep 
Score: -2821599.750000 Penalty: 3252.462402
	Iteration 7F: 3 clusters Score -2821600 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13307 members 
Mstep: Class 2 contains 8887 members 
Entering Unmasked Estep 
Score: -2822343.250000 Penalty: 3252.462402
	Iteration 8F: 3 clusters Score -2822343 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14196 members 
Mstep: Class 2 contains 7998 members 
Entering Unmasked Estep 
Score: -2823208.500000 Penalty: 3252.462402
	Iteration 9F: 3 clusters Score -2823208 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15128 members 
Mstep: Class 2 contains 7066 members 
Entering Unmasked Estep 
Score: -2824145.500000 Penalty: 3252.462402
	Iteration 10F: 3 clusters Score -2824146 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16037 members 
Mstep: Class 2 contains 6157 members 
Entering Unmasked Estep 
Score: -2825101.750000 Penalty: 3252.462402
	Iteration 11F: 3 clusters Score -2825102 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16756 members 
Mstep: Class 2 contains 5438 members 
Entering Unmasked Estep 
Score: -2825840.000000 Penalty: 3252.462402
	Iteration 12Q: 3 clusters Score -2825840 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17295 members 
Mstep: Class 2 contains 4899 members 
Entering Unmasked Estep 
Score: -2826321.000000 Penalty: 3252.462402
	Iteration 13Q: 3 clusters Score -2826321 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17703 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -2826595.500000 Penalty: 3252.462402
	Iteration 14Q: 3 clusters Score -2826596 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18051 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -2826780.250000 Penalty: 3252.462402
	Iteration 15Q: 3 clusters Score -2826780 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18301 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -2826881.500000 Penalty: 3252.462402
	Iteration 16Q: 3 clusters Score -2826882 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18502 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -2826952.500000 Penalty: 3252.462402
	Iteration 17Q: 3 clusters Score -2826952 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18646 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -2826995.750000 Penalty: 3252.462402
	Iteration 18Q: 3 clusters Score -2826996 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18764 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -2827033.250000 Penalty: 3252.462402
	Iteration 19Q: 3 clusters Score -2827033 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18859 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -2827050.250000 Penalty: 3252.462402
	Iteration 20F: 3 clusters Score -2827050 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18944 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -2827080.000000 Penalty: 3252.462402
	Iteration 21Q: 3 clusters Score -2827080 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19022 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -2827093.750000 Penalty: 3252.462402
	Iteration 22Q: 3 clusters Score -2827094 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19095 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -2827106.750000 Penalty: 3252.462402
	Iteration 23Q: 3 clusters Score -2827107 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19182 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -2827126.500000 Penalty: 3252.462402
	Iteration 24Q: 3 clusters Score -2827126 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19244 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -2827144.500000 Penalty: 3252.462402
	Iteration 25Q: 3 clusters Score -2827144 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19303 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -2827152.500000 Penalty: 3252.462402
	Iteration 26Q: 3 clusters Score -2827152 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19354 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -2827160.500000 Penalty: 3252.462402
	Iteration 27Q: 3 clusters Score -2827160 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19408 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -2827169.750000 Penalty: 3252.462402
	Iteration 28Q: 3 clusters Score -2827170 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19452 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -2827177.750000 Penalty: 3252.462402
	Iteration 29Q: 3 clusters Score -2827178 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19488 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -2827187.750000 Penalty: 3252.462402
	Iteration 30Q: 3 clusters Score -2827188 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19521 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -2827191.250000 Penalty: 3252.462402
	Iteration 31Q: 3 clusters Score -2827191 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19553 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -2827201.500000 Penalty: 3252.462402
	Iteration 32Q: 3 clusters Score -2827202 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19586 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -2827210.500000 Penalty: 3252.462402
	Iteration 33Q: 3 clusters Score -2827210 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19622 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -2827212.000000 Penalty: 3252.462402
	Iteration 34Q: 3 clusters Score -2827212 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19656 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -2827214.750000 Penalty: 3252.462402
	Iteration 35Q: 3 clusters Score -2827215 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19684 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -2827220.250000 Penalty: 3252.462402
	Iteration 36Q: 3 clusters Score -2827220 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19707 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -2827227.750000 Penalty: 3252.462402
	Iteration 37Q: 3 clusters Score -2827228 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19734 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -2827220.250000 Penalty: 3252.462402
	Iteration 38Q: 3 clusters Score -2827220 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19759 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -2827227.000000 Penalty: 3252.462402
	Iteration 39Q: 3 clusters Score -2827227 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19778 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -2827226.750000 Penalty: 3252.462402
	Iteration 40F: 3 clusters Score -2827227 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19799 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -2827233.000000 Penalty: 3252.462402
	Iteration 41Q: 3 clusters Score -2827233 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19821 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -2827237.500000 Penalty: 3252.462402
	Iteration 42Q: 3 clusters Score -2827238 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19837 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -2827243.750000 Penalty: 3252.462402
	Iteration 43Q: 3 clusters Score -2827244 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19851 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -2827247.000000 Penalty: 3252.462402
	Iteration 44Q: 3 clusters Score -2827247 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19868 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -2827250.000000 Penalty: 3252.462402
	Iteration 45Q: 3 clusters Score -2827250 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19880 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -2827247.000000 Penalty: 3252.462402
	Iteration 46Q: 3 clusters Score -2827247 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19890 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -2827246.750000 Penalty: 3252.462402
	Iteration 47Q: 3 clusters Score -2827247 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19902 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -2827250.750000 Penalty: 3252.462402
	Iteration 48Q: 3 clusters Score -2827251 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19911 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -2827254.000000 Penalty: 3252.462402
	Iteration 49Q: 3 clusters Score -2827254 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19919 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -2827255.000000 Penalty: 3252.462402
	Iteration 50Q: 3 clusters Score -2827255 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19927 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -2827257.750000 Penalty: 3252.462402
	Iteration 51Q: 3 clusters Score -2827258 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19934 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -2827258.750000 Penalty: 3252.462402
	Iteration 52Q: 3 clusters Score -2827259 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19937 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -2827261.000000 Penalty: 3252.462402
	Iteration 53Q: 3 clusters Score -2827261 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19940 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -2827261.500000 Penalty: 3252.462402
	Iteration 54Q: 3 clusters Score -2827262 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19940 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -2827261.750000 Penalty: 3252.462402
	Iteration 55Q: 3 clusters Score -2827262 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19940 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -2827261.750000 Penalty: 3252.462402
	Iteration 56F: 3 clusters Score -2827262 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (3173 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Entering Unmasked Estep 
Score: -407446.812500 Penalty: 1310.145386
	Iteration 0F: 2 clusters Score -407446.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -404623.406250 Penalty: 2620.290771
	Iteration 0F: 3 clusters Score -404623.4 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -405318.218750 Penalty: 2620.290771
	Iteration 1F: 3 clusters Score -405318.2 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -405440.687500 Penalty: 2620.290771
	Iteration 2F: 3 clusters Score -405440.7 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -405532.687500 Penalty: 2620.290771
	Iteration 3Q: 3 clusters Score -405532.7 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -405604.062500 Penalty: 2620.290771
	Iteration 4Q: 3 clusters Score -405604.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -405656.000000 Penalty: 2620.290771
	Iteration 5Q: 3 clusters Score -405656 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -405696.062500 Penalty: 2620.290771
	Iteration 6Q: 3 clusters Score -405696.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -405729.875000 Penalty: 2620.290771
	Iteration 7Q: 3 clusters Score -405729.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -405765.281250 Penalty: 2620.290771
	Iteration 8Q: 3 clusters Score -405765.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -405795.343750 Penalty: 2620.290771
	Iteration 9Q: 3 clusters Score -405795.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -405824.968750 Penalty: 2620.290771
	Iteration 10Q: 3 clusters Score -405825 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -405853.906250 Penalty: 2620.290771
	Iteration 11Q: 3 clusters Score -405853.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -405878.437500 Penalty: 2620.290771
	Iteration 12Q: 3 clusters Score -405878.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -405903.968750 Penalty: 2620.290771
	Iteration 13Q: 3 clusters Score -405904 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -405933.906250 Penalty: 2620.290771
	Iteration 14Q: 3 clusters Score -405933.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -405966.687500 Penalty: 2620.290771
	Iteration 15Q: 3 clusters Score -405966.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -406009.781250 Penalty: 2620.290771
	Iteration 16Q: 3 clusters Score -406009.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -406053.312500 Penalty: 2620.290771
	Iteration 17Q: 3 clusters Score -406053.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -406106.343750 Penalty: 2620.290771
	Iteration 18Q: 3 clusters Score -406106.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -406147.531250 Penalty: 2620.290771
	Iteration 19Q: 3 clusters Score -406147.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -406175.250000 Penalty: 2620.290771
	Iteration 20F: 3 clusters Score -406175.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -406194.718750 Penalty: 2620.290771
	Iteration 21Q: 3 clusters Score -406194.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -406211.468750 Penalty: 2620.290771
	Iteration 22Q: 3 clusters Score -406211.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -406230.375000 Penalty: 2620.290771
	Iteration 23Q: 3 clusters Score -406230.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -406249.000000 Penalty: 2620.290771
	Iteration 24Q: 3 clusters Score -406249 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -406263.687500 Penalty: 2620.290771
	Iteration 25Q: 3 clusters Score -406263.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -406278.031250 Penalty: 2620.290771
	Iteration 26Q: 3 clusters Score -406278 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -406290.593750 Penalty: 2620.290771
	Iteration 27Q: 3 clusters Score -406290.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -406303.531250 Penalty: 2620.290771
	Iteration 28Q: 3 clusters Score -406303.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -406311.500000 Penalty: 2620.290771
	Iteration 29Q: 3 clusters Score -406311.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -406316.937500 Penalty: 2620.290771
	Iteration 30Q: 3 clusters Score -406316.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -406318.718750 Penalty: 2620.290771
	Iteration 31Q: 3 clusters Score -406318.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -406320.843750 Penalty: 2620.290771
	Iteration 32Q: 3 clusters Score -406320.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -406320.843750 Penalty: 2620.290771
	Iteration 33Q: 3 clusters Score -406320.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -406320.843750 Penalty: 2620.290771
	Iteration 34F: 3 clusters Score -406320.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (4768 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Entering Unmasked Estep 
Score: -584342.187500 Penalty: 1376.323242
	Iteration 0F: 2 clusters Score -584342.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -580490.687500 Penalty: 2752.646484
	Iteration 0F: 3 clusters Score -580490.7 nChanged 1967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -581569.437500 Penalty: 2752.646484
	Iteration 1F: 3 clusters Score -581569.4 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -581838.500000 Penalty: 2752.646484
	Iteration 2F: 3 clusters Score -581838.5 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -582092.312500 Penalty: 2752.646484
	Iteration 3F: 3 clusters Score -582092.3 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -582342.812500 Penalty: 2752.646484
	Iteration 4F: 3 clusters Score -582342.8 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -582564.125000 Penalty: 2752.646484
	Iteration 5F: 3 clusters Score -582564.1 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -582805.125000 Penalty: 2752.646484
	Iteration 6F: 3 clusters Score -582805.1 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -583107.062500 Penalty: 2752.646484
	Iteration 7F: 3 clusters Score -583107.1 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -583477.375000 Penalty: 2752.646484
	Iteration 8F: 3 clusters Score -583477.4 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -583729.312500 Penalty: 2752.646484
	Iteration 9Q: 3 clusters Score -583729.3 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -583895.437500 Penalty: 2752.646484
	Iteration 10Q: 3 clusters Score -583895.4 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -584014.875000 Penalty: 2752.646484
	Iteration 11Q: 3 clusters Score -584014.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -584111.375000 Penalty: 2752.646484
	Iteration 12Q: 3 clusters Score -584111.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -584193.062500 Penalty: 2752.646484
	Iteration 13Q: 3 clusters Score -584193.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -584262.312500 Penalty: 2752.646484
	Iteration 14Q: 3 clusters Score -584262.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -584330.375000 Penalty: 2752.646484
	Iteration 15Q: 3 clusters Score -584330.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -584421.750000 Penalty: 2752.646484
	Iteration 16Q: 3 clusters Score -584421.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -584525.500000 Penalty: 2752.646484
	Iteration 17Q: 3 clusters Score -584525.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -584618.500000 Penalty: 2752.646484
	Iteration 18Q: 3 clusters Score -584618.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -584684.437500 Penalty: 2752.646484
	Iteration 19Q: 3 clusters Score -584684.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -584723.375000 Penalty: 2752.646484
	Iteration 20F: 3 clusters Score -584723.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -584746.062500 Penalty: 2752.646484
	Iteration 21Q: 3 clusters Score -584746.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -584766.062500 Penalty: 2752.646484
	Iteration 22Q: 3 clusters Score -584766.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -584778.562500 Penalty: 2752.646484
	Iteration 23Q: 3 clusters Score -584778.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -584785.375000 Penalty: 2752.646484
	Iteration 24Q: 3 clusters Score -584785.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -584787.687500 Penalty: 2752.646484
	Iteration 25Q: 3 clusters Score -584787.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -584789.625000 Penalty: 2752.646484
	Iteration 26Q: 3 clusters Score -584789.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -584789.875000 Penalty: 2752.646484
	Iteration 27Q: 3 clusters Score -584789.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -584791.687500 Penalty: 2752.646484
	Iteration 28Q: 3 clusters Score -584791.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -584792.250000 Penalty: 2752.646484
	Iteration 29Q: 3 clusters Score -584792.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -584792.000000 Penalty: 2752.646484
	Iteration 30Q: 3 clusters Score -584792 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -584792.125000 Penalty: 2752.646484
	Iteration 31Q: 3 clusters Score -584792.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -584792.125000 Penalty: 2752.646484
	Iteration 32F: 3 clusters Score -584792.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 7227 members 
Mstep: Class 2 contains 3000 members 
Mstep: Class 3 contains 13871 members 
Mstep: Class 4 contains 2395 members 
Mstep: Class 5 contains 2014 members 
Mstep: Class 6 contains 2020 members 
Mstep: Class 7 contains 74343 members 
Mstep: Class 8 contains 11126 members 
Mstep: Class 9 contains 44713 members 
Mstep: Class 10 contains 14215 members 
Mstep: Class 11 contains 42210 members 
Mstep: Class 12 contains 46908 members 
Mstep: Class 13 contains 31607 members 
Mstep: Class 14 contains 3265 members 
Mstep: Class 15 contains 12402 members 
Mstep: Class 16 contains 30299 members 
Mstep: Class 17 contains 14983 members 
Mstep: Class 18 contains 14055 members 
Mstep: Class 19 contains 26247 members 
Mstep: Class 20 contains 2000 members 
Mstep: Class 21 contains 13389 members 
Mstep: Class 22 contains 435 members 
Mstep: Class 23 contains 9561 members 
Mstep: Class 24 contains 8430 members 
Mstep: Class 25 contains 34032 members 
Mstep: Class 26 contains 6077 members 
Mstep: Class 27 contains 26542 members 
Mstep: Class 28 contains 25927 members 
Mstep: Class 29 contains 18943 members 
Mstep: Class 30 contains 4141 members 
Mstep: Class 31 contains 17811 members 
Mstep: Class 32 contains 4813 members 
Mstep: Class 33 contains 4060 members 
Mstep: Class 34 contains 2333 members 
Mstep: Class 35 contains 5253 members 
Mstep: Class 36 contains 3552 members 
Mstep: Class 37 contains 2757 members 
Mstep: Class 38 contains 2087 members 
Mstep: Class 39 contains 1041 members 
Mstep: Class 40 contains 22194 members 
Mstep: Class 41 contains 3173 members 
Mstep: Class 42 contains 2034 members 
Mstep: Class 43 contains 12709 members 
Mstep: Class 44 contains 5307 members 
Mstep: Class 45 contains 142921 members 
Mstep: Class 46 contains 480 members 
Mstep: Class 47 contains 3990 members 
Mstep: Class 48 contains 3152 members 
Mstep: Class 49 contains 11895 members 
Mstep: Class 50 contains 19902 members 
Mstep: Class 51 contains 2734 members 
Entering Unmasked Estep 
Score: -100311464.000000 Penalty: 112857.750000
Splitting cluster 42 changes total score from -100311840.000000 to -100311464.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 43 (12709 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12709 members 
Entering Unmasked Estep 
Score: -1473282.750000 Penalty: 1535.635620
	Iteration 0F: 2 clusters Score -1473283 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6367 members 
Mstep: Class 2 contains 6342 members 
Entering Unmasked Estep 
Score: -1464441.375000 Penalty: 3071.271240
	Iteration 0F: 3 clusters Score -1464441 nChanged 5554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6437 members 
Mstep: Class 2 contains 6272 members 
Entering Unmasked Estep 
Score: -1467694.125000 Penalty: 3071.271240
	Iteration 1F: 3 clusters Score -1467694 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6510 members 
Mstep: Class 2 contains 6199 members 
Entering Unmasked Estep 
Score: -1468372.250000 Penalty: 3071.271240
	Iteration 2F: 3 clusters Score -1468372 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6651 members 
Mstep: Class 2 contains 6058 members 
Entering Unmasked Estep 
Score: -1469054.375000 Penalty: 3071.271240
	Iteration 3F: 3 clusters Score -1469054 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6818 members 
Mstep: Class 2 contains 5891 members 
Entering Unmasked Estep 
Score: -1469624.375000 Penalty: 3071.271240
	Iteration 4F: 3 clusters Score -1469624 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6990 members 
Mstep: Class 2 contains 5719 members 
Entering Unmasked Estep 
Score: -1470054.375000 Penalty: 3071.271240
	Iteration 5F: 3 clusters Score -1470054 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7144 members 
Mstep: Class 2 contains 5565 members 
Entering Unmasked Estep 
Score: -1470396.750000 Penalty: 3071.271240
	Iteration 6Q: 3 clusters Score -1470397 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7285 members 
Mstep: Class 2 contains 5424 members 
Entering Unmasked Estep 
Score: -1470657.000000 Penalty: 3071.271240
	Iteration 7Q: 3 clusters Score -1470657 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7415 members 
Mstep: Class 2 contains 5294 members 
Entering Unmasked Estep 
Score: -1470862.125000 Penalty: 3071.271240
	Iteration 8Q: 3 clusters Score -1470862 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7510 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
Score: -1471011.750000 Penalty: 3071.271240
	Iteration 9Q: 3 clusters Score -1471012 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7609 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -1471113.625000 Penalty: 3071.271240
	Iteration 10Q: 3 clusters Score -1471114 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7716 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -1471205.625000 Penalty: 3071.271240
	Iteration 11Q: 3 clusters Score -1471206 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7817 members 
Mstep: Class 2 contains 4892 members 
Entering Unmasked Estep 
Score: -1471273.500000 Penalty: 3071.271240
	Iteration 12Q: 3 clusters Score -1471274 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7929 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -1471343.375000 Penalty: 3071.271240
	Iteration 13Q: 3 clusters Score -1471343 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8041 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -1471409.375000 Penalty: 3071.271240
	Iteration 14Q: 3 clusters Score -1471409 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8157 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -1471464.625000 Penalty: 3071.271240
	Iteration 15Q: 3 clusters Score -1471465 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8266 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -1471515.875000 Penalty: 3071.271240
	Iteration 16Q: 3 clusters Score -1471516 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8380 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -1471566.750000 Penalty: 3071.271240
	Iteration 17Q: 3 clusters Score -1471567 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8501 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -1471616.375000 Penalty: 3071.271240
	Iteration 18Q: 3 clusters Score -1471616 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8616 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -1471669.250000 Penalty: 3071.271240
	Iteration 19Q: 3 clusters Score -1471669 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8746 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -1471719.375000 Penalty: 3071.271240
	Iteration 20F: 3 clusters Score -1471719 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8867 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -1471765.125000 Penalty: 3071.271240
	Iteration 21Q: 3 clusters Score -1471765 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8985 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -1471813.375000 Penalty: 3071.271240
	Iteration 22Q: 3 clusters Score -1471813 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9096 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -1471856.000000 Penalty: 3071.271240
	Iteration 23Q: 3 clusters Score -1471856 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9204 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -1471893.875000 Penalty: 3071.271240
	Iteration 24Q: 3 clusters Score -1471894 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9329 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -1471943.500000 Penalty: 3071.271240
	Iteration 25Q: 3 clusters Score -1471944 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9457 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -1472006.500000 Penalty: 3071.271240
	Iteration 26Q: 3 clusters Score -1472006 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9600 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -1472076.500000 Penalty: 3071.271240
	Iteration 27Q: 3 clusters Score -1472076 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9765 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -1472170.750000 Penalty: 3071.271240
	Iteration 28Q: 3 clusters Score -1472171 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9953 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -1472289.250000 Penalty: 3071.271240
	Iteration 29Q: 3 clusters Score -1472289 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10118 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -1472394.125000 Penalty: 3071.271240
	Iteration 30Q: 3 clusters Score -1472394 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10259 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -1472471.375000 Penalty: 3071.271240
	Iteration 31Q: 3 clusters Score -1472471 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10381 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -1472519.250000 Penalty: 3071.271240
	Iteration 32Q: 3 clusters Score -1472519 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10482 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -1472561.625000 Penalty: 3071.271240
	Iteration 33Q: 3 clusters Score -1472562 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10555 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -1472588.250000 Penalty: 3071.271240
	Iteration 34Q: 3 clusters Score -1472588 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10621 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -1472614.125000 Penalty: 3071.271240
	Iteration 35Q: 3 clusters Score -1472614 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10679 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -1472636.125000 Penalty: 3071.271240
	Iteration 36Q: 3 clusters Score -1472636 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10729 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -1472647.750000 Penalty: 3071.271240
	Iteration 37Q: 3 clusters Score -1472648 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10771 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -1472658.750000 Penalty: 3071.271240
	Iteration 38Q: 3 clusters Score -1472659 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10816 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -1472677.750000 Penalty: 3071.271240
	Iteration 39Q: 3 clusters Score -1472678 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10845 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -1472687.500000 Penalty: 3071.271240
	Iteration 40F: 3 clusters Score -1472688 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10876 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -1472694.875000 Penalty: 3071.271240
	Iteration 41Q: 3 clusters Score -1472695 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10906 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -1472699.500000 Penalty: 3071.271240
	Iteration 42Q: 3 clusters Score -1472700 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10933 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -1472713.375000 Penalty: 3071.271240
	Iteration 43Q: 3 clusters Score -1472713 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10966 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -1472718.500000 Penalty: 3071.271240
	Iteration 44Q: 3 clusters Score -1472718 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10994 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -1472727.250000 Penalty: 3071.271240
	Iteration 45Q: 3 clusters Score -1472727 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11017 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -1472736.250000 Penalty: 3071.271240
	Iteration 46Q: 3 clusters Score -1472736 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11042 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -1472740.375000 Penalty: 3071.271240
	Iteration 47Q: 3 clusters Score -1472740 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11062 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -1472744.250000 Penalty: 3071.271240
	Iteration 48Q: 3 clusters Score -1472744 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11082 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -1472752.375000 Penalty: 3071.271240
	Iteration 49Q: 3 clusters Score -1472752 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11104 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -1472760.250000 Penalty: 3071.271240
	Iteration 50Q: 3 clusters Score -1472760 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11122 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -1472767.750000 Penalty: 3071.271240
	Iteration 51Q: 3 clusters Score -1472768 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11137 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -1472772.625000 Penalty: 3071.271240
	Iteration 52Q: 3 clusters Score -1472773 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11159 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -1472782.500000 Penalty: 3071.271240
	Iteration 53Q: 3 clusters Score -1472782 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11182 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -1472786.250000 Penalty: 3071.271240
	Iteration 54Q: 3 clusters Score -1472786 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11212 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -1472800.125000 Penalty: 3071.271240
	Iteration 55Q: 3 clusters Score -1472800 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11239 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -1472805.500000 Penalty: 3071.271240
	Iteration 56Q: 3 clusters Score -1472806 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11265 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -1472820.375000 Penalty: 3071.271240
	Iteration 57Q: 3 clusters Score -1472820 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11283 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -1472825.750000 Penalty: 3071.271240
	Iteration 58Q: 3 clusters Score -1472826 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11304 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -1472839.000000 Penalty: 3071.271240
	Iteration 59Q: 3 clusters Score -1472839 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11327 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -1472848.875000 Penalty: 3071.271240
	Iteration 60F: 3 clusters Score -1472849 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11353 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -1472877.000000 Penalty: 3071.271240
	Iteration 61Q: 3 clusters Score -1472877 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11380 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -1472904.625000 Penalty: 3071.271240
	Iteration 62Q: 3 clusters Score -1472905 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11408 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -1472920.875000 Penalty: 3071.271240
	Iteration 63Q: 3 clusters Score -1472921 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11434 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -1472936.000000 Penalty: 3071.271240
	Iteration 64Q: 3 clusters Score -1472936 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11463 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -1472956.750000 Penalty: 3071.271240
	Iteration 65Q: 3 clusters Score -1472957 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11474 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -1472964.750000 Penalty: 3071.271240
	Iteration 66Q: 3 clusters Score -1472965 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11485 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -1472970.000000 Penalty: 3071.271240
	Iteration 67Q: 3 clusters Score -1472970 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11496 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -1472974.125000 Penalty: 3071.271240
	Iteration 68Q: 3 clusters Score -1472974 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11504 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -1472975.000000 Penalty: 3071.271240
	Iteration 69Q: 3 clusters Score -1472975 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11511 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -1472974.500000 Penalty: 3071.271240
	Iteration 70Q: 3 clusters Score -1472974 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11517 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -1472975.625000 Penalty: 3071.271240
	Iteration 71Q: 3 clusters Score -1472976 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11519 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -1472977.125000 Penalty: 3071.271240
	Iteration 72Q: 3 clusters Score -1472977 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11519 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -1472977.125000 Penalty: 3071.271240
	Iteration 73F: 3 clusters Score -1472977 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (5307 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5307 members 
Entering Unmasked Estep 
Score: -672101.875000 Penalty: 1393.727051
	Iteration 0F: 2 clusters Score -672101.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -667902.312500 Penalty: 2787.454102
	Iteration 0F: 3 clusters Score -667902.3 nChanged 2175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -669176.187500 Penalty: 2787.454102
	Iteration 1F: 3 clusters Score -669176.2 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -669402.625000 Penalty: 2787.454102
	Iteration 2F: 3 clusters Score -669402.6 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -669616.687500 Penalty: 2787.454102
	Iteration 3F: 3 clusters Score -669616.7 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -669832.437500 Penalty: 2787.454102
	Iteration 4F: 3 clusters Score -669832.4 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -670038.937500 Penalty: 2787.454102
	Iteration 5F: 3 clusters Score -670038.9 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -670231.750000 Penalty: 2787.454102
	Iteration 6Q: 3 clusters Score -670231.8 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -670375.750000 Penalty: 2787.454102
	Iteration 7Q: 3 clusters Score -670375.8 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -670489.375000 Penalty: 2787.454102
	Iteration 8Q: 3 clusters Score -670489.4 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -670584.000000 Penalty: 2787.454102
	Iteration 9Q: 3 clusters Score -670584 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -670653.562500 Penalty: 2787.454102
	Iteration 10Q: 3 clusters Score -670653.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -670710.375000 Penalty: 2787.454102
	Iteration 11Q: 3 clusters Score -670710.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -670749.812500 Penalty: 2787.454102
	Iteration 12Q: 3 clusters Score -670749.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -670778.562500 Penalty: 2787.454102
	Iteration 13Q: 3 clusters Score -670778.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -670804.312500 Penalty: 2787.454102
	Iteration 14Q: 3 clusters Score -670804.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -670831.687500 Penalty: 2787.454102
	Iteration 15Q: 3 clusters Score -670831.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -670859.625000 Penalty: 2787.454102
	Iteration 16Q: 3 clusters Score -670859.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -670881.000000 Penalty: 2787.454102
	Iteration 17Q: 3 clusters Score -670881 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -670892.187500 Penalty: 2787.454102
	Iteration 18Q: 3 clusters Score -670892.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -670900.687500 Penalty: 2787.454102
	Iteration 19Q: 3 clusters Score -670900.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -670912.062500 Penalty: 2787.454102
	Iteration 20F: 3 clusters Score -670912.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -670926.875000 Penalty: 2787.454102
	Iteration 21Q: 3 clusters Score -670926.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -670936.750000 Penalty: 2787.454102
	Iteration 22Q: 3 clusters Score -670936.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -670945.437500 Penalty: 2787.454102
	Iteration 23Q: 3 clusters Score -670945.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -670954.562500 Penalty: 2787.454102
	Iteration 24Q: 3 clusters Score -670954.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -670960.375000 Penalty: 2787.454102
	Iteration 25Q: 3 clusters Score -670960.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -670967.125000 Penalty: 2787.454102
	Iteration 26Q: 3 clusters Score -670967.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -670976.062500 Penalty: 2787.454102
	Iteration 27Q: 3 clusters Score -670976.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -670983.000000 Penalty: 2787.454102
	Iteration 28Q: 3 clusters Score -670983 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -670988.125000 Penalty: 2787.454102
	Iteration 29Q: 3 clusters Score -670988.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -670995.812500 Penalty: 2787.454102
	Iteration 30Q: 3 clusters Score -670995.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -671003.000000 Penalty: 2787.454102
	Iteration 31Q: 3 clusters Score -671003 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -671010.062500 Penalty: 2787.454102
	Iteration 32Q: 3 clusters Score -671010.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -671017.187500 Penalty: 2787.454102
	Iteration 33Q: 3 clusters Score -671017.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -671023.125000 Penalty: 2787.454102
	Iteration 34Q: 3 clusters Score -671023.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -671029.000000 Penalty: 2787.454102
	Iteration 35Q: 3 clusters Score -671029 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -671035.187500 Penalty: 2787.454102
	Iteration 36Q: 3 clusters Score -671035.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -671039.937500 Penalty: 2787.454102
	Iteration 37Q: 3 clusters Score -671039.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -671045.375000 Penalty: 2787.454102
	Iteration 38Q: 3 clusters Score -671045.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -671046.437500 Penalty: 2787.454102
	Iteration 39Q: 3 clusters Score -671046.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -671047.625000 Penalty: 2787.454102
	Iteration 40F: 3 clusters Score -671047.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -671050.187500 Penalty: 2787.454102
	Iteration 41Q: 3 clusters Score -671050.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -671052.500000 Penalty: 2787.454102
	Iteration 42Q: 3 clusters Score -671052.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -671054.687500 Penalty: 2787.454102
	Iteration 43Q: 3 clusters Score -671054.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -671056.750000 Penalty: 2787.454102
	Iteration 44Q: 3 clusters Score -671056.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -671058.250000 Penalty: 2787.454102
	Iteration 45Q: 3 clusters Score -671058.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -671060.500000 Penalty: 2787.454102
	Iteration 46Q: 3 clusters Score -671060.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -671064.562500 Penalty: 2787.454102
	Iteration 47Q: 3 clusters Score -671064.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -671066.437500 Penalty: 2787.454102
	Iteration 48Q: 3 clusters Score -671066.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -671070.375000 Penalty: 2787.454102
	Iteration 49Q: 3 clusters Score -671070.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -671072.062500 Penalty: 2787.454102
	Iteration 50Q: 3 clusters Score -671072.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -671072.062500 Penalty: 2787.454102
	Iteration 51F: 3 clusters Score -671072.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (142921 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142921 members 
Entering Unmasked Estep 
Score: -18387268.000000 Penalty: 1928.882690
	Iteration 0F: 2 clusters Score -1.838727e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71622 members 
Mstep: Class 2 contains 71299 members 
Entering Unmasked Estep 
Score: -18306338.000000 Penalty: 3857.765381
	Iteration 0F: 3 clusters Score -1.830634e+07 nChanged 69045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72683 members 
Mstep: Class 2 contains 70238 members 
Entering Unmasked Estep 
Score: -18346768.000000 Penalty: 3857.765381
	Iteration 1F: 3 clusters Score -1.834677e+07 nChanged 4962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73057 members 
Mstep: Class 2 contains 69864 members 
Entering Unmasked Estep 
Score: -18348244.000000 Penalty: 3857.765381
	Iteration 2Q: 3 clusters Score -1.834824e+07 nChanged 5639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73520 members 
Mstep: Class 2 contains 69401 members 
Entering Unmasked Estep 
Score: -18350218.000000 Penalty: 3857.765381
	Iteration 3Q: 3 clusters Score -1.835022e+07 nChanged 6191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74131 members 
Mstep: Class 2 contains 68790 members 
Entering Unmasked Estep 
Score: -18352714.000000 Penalty: 3857.765381
	Iteration 4Q: 3 clusters Score -1.835271e+07 nChanged 6813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75112 members 
Mstep: Class 2 contains 67809 members 
Entering Unmasked Estep 
Score: -18355326.000000 Penalty: 3857.765381
	Iteration 5Q: 3 clusters Score -1.835533e+07 nChanged 7008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76742 members 
Mstep: Class 2 contains 66179 members 
Entering Unmasked Estep 
Score: -18358236.000000 Penalty: 3857.765381
	Iteration 6Q: 3 clusters Score -1.835824e+07 nChanged 6944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79264 members 
Mstep: Class 2 contains 63657 members 
Entering Unmasked Estep 
Score: -18361344.000000 Penalty: 3857.765381
	Iteration 7Q: 3 clusters Score -1.836134e+07 nChanged 6828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82980 members 
Mstep: Class 2 contains 59941 members 
Entering Unmasked Estep 
Score: -18364530.000000 Penalty: 3857.765381
	Iteration 8Q: 3 clusters Score -1.836453e+07 nChanged 6639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87765 members 
Mstep: Class 2 contains 55156 members 
Entering Unmasked Estep 
Score: -18367940.000000 Penalty: 3857.765381
	Iteration 9Q: 3 clusters Score -1.836794e+07 nChanged 6730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93645 members 
Mstep: Class 2 contains 49276 members 
Entering Unmasked Estep 
Score: -18371442.000000 Penalty: 3857.765381
	Iteration 10Q: 3 clusters Score -1.837144e+07 nChanged 7189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100508 members 
Mstep: Class 2 contains 42413 members 
Entering Unmasked Estep 
Score: -18375324.000000 Penalty: 3857.765381
	Iteration 11F: 3 clusters Score -1.837532e+07 nChanged 7483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107893 members 
Mstep: Class 2 contains 35028 members 
Entering Unmasked Estep 
Score: -18379194.000000 Penalty: 3857.765381
	Iteration 12F: 3 clusters Score -1.837919e+07 nChanged 7373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115244 members 
Mstep: Class 2 contains 27677 members 
Entering Unmasked Estep 
Score: -18382992.000000 Penalty: 3857.765381
	Iteration 13F: 3 clusters Score -1.838299e+07 nChanged 6712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121948 members 
Mstep: Class 2 contains 20973 members 
Entering Unmasked Estep 
Score: -18385626.000000 Penalty: 3857.765381
	Iteration 14Q: 3 clusters Score -1.838563e+07 nChanged 5390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127332 members 
Mstep: Class 2 contains 15589 members 
Entering Unmasked Estep 
Score: -18386974.000000 Penalty: 3857.765381
	Iteration 15Q: 3 clusters Score -1.838697e+07 nChanged 4010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131332 members 
Mstep: Class 2 contains 11589 members 
Entering Unmasked Estep 
Score: -18387298.000000 Penalty: 3857.765381
	Iteration 16Q: 3 clusters Score -1.83873e+07 nChanged 2867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134193 members 
Mstep: Class 2 contains 8728 members 
Entering Unmasked Estep 
Score: -18387502.000000 Penalty: 3857.765381
	Iteration 17Q: 3 clusters Score -1.83875e+07 nChanged 2027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136204 members 
Mstep: Class 2 contains 6717 members 
Entering Unmasked Estep 
Score: -18387296.000000 Penalty: 3857.765381
	Iteration 18Q: 3 clusters Score -1.83873e+07 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137577 members 
Mstep: Class 2 contains 5344 members 
Entering Unmasked Estep 
Score: -18387172.000000 Penalty: 3857.765381
	Iteration 19Q: 3 clusters Score -1.838717e+07 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138517 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -18387112.000000 Penalty: 3857.765381
	Iteration 20F: 3 clusters Score -1.838711e+07 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139176 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -18387034.000000 Penalty: 3857.765381
	Iteration 21Q: 3 clusters Score -1.838703e+07 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139704 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -18386976.000000 Penalty: 3857.765381
	Iteration 22Q: 3 clusters Score -1.838698e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140121 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -18386960.000000 Penalty: 3857.765381
	Iteration 23Q: 3 clusters Score -1.838696e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140413 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -18386854.000000 Penalty: 3857.765381
	Iteration 24Q: 3 clusters Score -1.838685e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140617 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -18386796.000000 Penalty: 3857.765381
	Iteration 25Q: 3 clusters Score -1.83868e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140764 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -18386748.000000 Penalty: 3857.765381
	Iteration 26Q: 3 clusters Score -1.838675e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140888 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -18386684.000000 Penalty: 3857.765381
	Iteration 27Q: 3 clusters Score -1.838668e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140997 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -18386682.000000 Penalty: 3857.765381
	Iteration 28Q: 3 clusters Score -1.838668e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141095 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -18386634.000000 Penalty: 3857.765381
	Iteration 29Q: 3 clusters Score -1.838663e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141151 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -18386614.000000 Penalty: 3857.765381
	Iteration 30Q: 3 clusters Score -1.838661e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141197 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -18386610.000000 Penalty: 3857.765381
	Iteration 31Q: 3 clusters Score -1.838661e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141240 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -18386614.000000 Penalty: 3857.765381
	Iteration 32Q: 3 clusters Score -1.838661e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141280 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -18386556.000000 Penalty: 3857.765381
	Iteration 33Q: 3 clusters Score -1.838656e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141321 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -18386556.000000 Penalty: 3857.765381
	Iteration 34Q: 3 clusters Score -1.838656e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141339 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -18386560.000000 Penalty: 3857.765381
	Iteration 35Q: 3 clusters Score -1.838656e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141356 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -18386582.000000 Penalty: 3857.765381
	Iteration 36Q: 3 clusters Score -1.838658e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141370 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -18386572.000000 Penalty: 3857.765381
	Iteration 37Q: 3 clusters Score -1.838657e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141393 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -18386572.000000 Penalty: 3857.765381
	Iteration 38Q: 3 clusters Score -1.838657e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141404 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -18386570.000000 Penalty: 3857.765381
	Iteration 39Q: 3 clusters Score -1.838657e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141424 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -18386564.000000 Penalty: 3857.765381
	Iteration 40F: 3 clusters Score -1.838656e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141448 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -18386574.000000 Penalty: 3857.765381
	Iteration 41Q: 3 clusters Score -1.838657e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141459 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -18386554.000000 Penalty: 3857.765381
	Iteration 42Q: 3 clusters Score -1.838655e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141477 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -18386564.000000 Penalty: 3857.765381
	Iteration 43Q: 3 clusters Score -1.838656e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141486 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -18386540.000000 Penalty: 3857.765381
	Iteration 44Q: 3 clusters Score -1.838654e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141495 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -18386540.000000 Penalty: 3857.765381
	Iteration 45Q: 3 clusters Score -1.838654e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141505 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -18386530.000000 Penalty: 3857.765381
	Iteration 46Q: 3 clusters Score -1.838653e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141512 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -18386514.000000 Penalty: 3857.765381
	Iteration 47Q: 3 clusters Score -1.838651e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141518 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -18386516.000000 Penalty: 3857.765381
	Iteration 48Q: 3 clusters Score -1.838652e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141527 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -18386520.000000 Penalty: 3857.765381
	Iteration 49Q: 3 clusters Score -1.838652e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141540 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -18386518.000000 Penalty: 3857.765381
	Iteration 50Q: 3 clusters Score -1.838652e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141553 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -18386506.000000 Penalty: 3857.765381
	Iteration 51Q: 3 clusters Score -1.838651e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141562 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -18386494.000000 Penalty: 3857.765381
	Iteration 52Q: 3 clusters Score -1.838649e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141570 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -18386480.000000 Penalty: 3857.765381
	Iteration 53Q: 3 clusters Score -1.838648e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141575 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -18386484.000000 Penalty: 3857.765381
	Iteration 54Q: 3 clusters Score -1.838648e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141578 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -18386498.000000 Penalty: 3857.765381
	Iteration 55Q: 3 clusters Score -1.83865e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141583 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -18386490.000000 Penalty: 3857.765381
	Iteration 56Q: 3 clusters Score -1.838649e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141587 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -18386484.000000 Penalty: 3857.765381
	Iteration 57Q: 3 clusters Score -1.838648e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141595 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -18386488.000000 Penalty: 3857.765381
	Iteration 58Q: 3 clusters Score -1.838649e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141600 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -18386486.000000 Penalty: 3857.765381
	Iteration 59Q: 3 clusters Score -1.838649e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141605 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -18386488.000000 Penalty: 3857.765381
	Iteration 60F: 3 clusters Score -1.838649e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141614 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -18386484.000000 Penalty: 3857.765381
	Iteration 61Q: 3 clusters Score -1.838648e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141617 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -18386480.000000 Penalty: 3857.765381
	Iteration 62Q: 3 clusters Score -1.838648e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141618 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -18386488.000000 Penalty: 3857.765381
	Iteration 63Q: 3 clusters Score -1.838649e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141620 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -18386476.000000 Penalty: 3857.765381
	Iteration 64Q: 3 clusters Score -1.838648e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141621 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -18386482.000000 Penalty: 3857.765381
	Iteration 65Q: 3 clusters Score -1.838648e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141623 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -18386494.000000 Penalty: 3857.765381
	Iteration 66Q: 3 clusters Score -1.838649e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141626 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -18386472.000000 Penalty: 3857.765381
	Iteration 67Q: 3 clusters Score -1.838647e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141631 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -18386476.000000 Penalty: 3857.765381
	Iteration 68Q: 3 clusters Score -1.838648e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141635 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -18386470.000000 Penalty: 3857.765381
	Iteration 69Q: 3 clusters Score -1.838647e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141640 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -18386466.000000 Penalty: 3857.765381
	Iteration 70Q: 3 clusters Score -1.838647e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141641 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -18386474.000000 Penalty: 3857.765381
	Iteration 71Q: 3 clusters Score -1.838647e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141641 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -18386468.000000 Penalty: 3857.765381
	Iteration 72Q: 3 clusters Score -1.838647e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141641 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -18386464.000000 Penalty: 3857.765381
	Iteration 73Q: 3 clusters Score -1.838646e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141639 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -18386458.000000 Penalty: 3857.765381
	Iteration 74Q: 3 clusters Score -1.838646e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141640 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -18386460.000000 Penalty: 3857.765381
	Iteration 75Q: 3 clusters Score -1.838646e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141648 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -18386464.000000 Penalty: 3857.765381
	Iteration 76Q: 3 clusters Score -1.838646e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141652 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -18386462.000000 Penalty: 3857.765381
	Iteration 77Q: 3 clusters Score -1.838646e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141656 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -18386458.000000 Penalty: 3857.765381
	Iteration 78Q: 3 clusters Score -1.838646e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141657 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -18386456.000000 Penalty: 3857.765381
	Iteration 79Q: 3 clusters Score -1.838646e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141658 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -18386462.000000 Penalty: 3857.765381
	Iteration 80F: 3 clusters Score -1.838646e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141660 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -18386464.000000 Penalty: 3857.765381
	Iteration 81Q: 3 clusters Score -1.838646e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141663 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -18386450.000000 Penalty: 3857.765381
	Iteration 82Q: 3 clusters Score -1.838645e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141667 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -18386458.000000 Penalty: 3857.765381
	Iteration 83Q: 3 clusters Score -1.838646e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141668 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -18386458.000000 Penalty: 3857.765381
	Iteration 84Q: 3 clusters Score -1.838646e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141670 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -18386454.000000 Penalty: 3857.765381
	Iteration 85Q: 3 clusters Score -1.838645e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141671 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -18386456.000000 Penalty: 3857.765381
	Iteration 86Q: 3 clusters Score -1.838646e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141673 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -18386446.000000 Penalty: 3857.765381
	Iteration 87Q: 3 clusters Score -1.838645e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141676 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -18386462.000000 Penalty: 3857.765381
	Iteration 88Q: 3 clusters Score -1.838646e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141679 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -18386448.000000 Penalty: 3857.765381
	Iteration 89Q: 3 clusters Score -1.838645e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141681 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -18386444.000000 Penalty: 3857.765381
	Iteration 90Q: 3 clusters Score -1.838644e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141681 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -18386458.000000 Penalty: 3857.765381
	Iteration 91Q: 3 clusters Score -1.838646e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141681 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -18386456.000000 Penalty: 3857.765381
	Iteration 92Q: 3 clusters Score -1.838646e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141684 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -18386446.000000 Penalty: 3857.765381
	Iteration 93Q: 3 clusters Score -1.838645e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141690 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -18386452.000000 Penalty: 3857.765381
	Iteration 94Q: 3 clusters Score -1.838645e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141691 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -18386452.000000 Penalty: 3857.765381
	Iteration 95Q: 3 clusters Score -1.838645e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141693 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -18386446.000000 Penalty: 3857.765381
	Iteration 96Q: 3 clusters Score -1.838645e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141695 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -18386450.000000 Penalty: 3857.765381
	Iteration 97Q: 3 clusters Score -1.838645e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141696 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -18386448.000000 Penalty: 3857.765381
	Iteration 98Q: 3 clusters Score -1.838645e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141698 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -18386452.000000 Penalty: 3857.765381
	Iteration 99Q: 3 clusters Score -1.838645e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141699 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -18386462.000000 Penalty: 3857.765381
	Iteration 100F: 3 clusters Score -1.838646e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141698 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -18386462.000000 Penalty: 3857.765381
	Iteration 101Q: 3 clusters Score -1.838646e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141697 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -18386458.000000 Penalty: 3857.765381
	Iteration 102Q: 3 clusters Score -1.838646e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141697 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -18386456.000000 Penalty: 3857.765381
	Iteration 103Q: 3 clusters Score -1.838646e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141700 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -18386456.000000 Penalty: 3857.765381
	Iteration 104Q: 3 clusters Score -1.838646e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141701 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -18386458.000000 Penalty: 3857.765381
	Iteration 105Q: 3 clusters Score -1.838646e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141701 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -18386458.000000 Penalty: 3857.765381
	Iteration 106Q: 3 clusters Score -1.838646e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141702 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -18386458.000000 Penalty: 3857.765381
	Iteration 107Q: 3 clusters Score -1.838646e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141703 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -18386452.000000 Penalty: 3857.765381
	Iteration 108Q: 3 clusters Score -1.838645e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141704 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -18386454.000000 Penalty: 3857.765381
	Iteration 109Q: 3 clusters Score -1.838645e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141704 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -18386458.000000 Penalty: 3857.765381
	Iteration 110Q: 3 clusters Score -1.838646e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141703 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -18386452.000000 Penalty: 3857.765381
	Iteration 111Q: 3 clusters Score -1.838645e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141702 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -18386452.000000 Penalty: 3857.765381
	Iteration 112Q: 3 clusters Score -1.838645e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141703 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -18386446.000000 Penalty: 3857.765381
	Iteration 113Q: 3 clusters Score -1.838645e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141703 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -18386446.000000 Penalty: 3857.765381
	Iteration 114Q: 3 clusters Score -1.838645e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141703 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -18386446.000000 Penalty: 3857.765381
	Iteration 115F: 3 clusters Score -1.838645e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (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: -60599.109375 Penalty: 1003.240234
	Iteration 0F: 2 clusters Score -60599.11 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 229 members 
Entering Unmasked Estep 
Score: -59524.699219 Penalty: 2006.480469
	Iteration 0F: 3 clusters Score -59524.7 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -59675.429688 Penalty: 2006.480469
	Iteration 1F: 3 clusters Score -59675.43 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -59713.886719 Penalty: 2006.480469
	Iteration 2Q: 3 clusters Score -59713.89 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -59729.089844 Penalty: 2006.480469
	Iteration 3Q: 3 clusters Score -59729.09 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -59738.437500 Penalty: 2006.480469
	Iteration 4Q: 3 clusters Score -59738.44 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -59744.144531 Penalty: 2006.480469
	Iteration 5Q: 3 clusters Score -59744.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -59745.343750 Penalty: 2006.480469
	Iteration 6Q: 3 clusters Score -59745.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -59746.792969 Penalty: 2006.480469
	Iteration 7Q: 3 clusters Score -59746.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -59746.792969 Penalty: 2006.480469
	Iteration 8F: 3 clusters Score -59746.79 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (3990 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Entering Unmasked Estep 
Score: -415924.062500 Penalty: 1347.376343
	Iteration 0F: 2 clusters Score -415924.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -412618.437500 Penalty: 2694.752686
	Iteration 0F: 3 clusters Score -412618.4 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -413880.750000 Penalty: 2694.752686
	Iteration 1F: 3 clusters Score -413880.8 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -414589.500000 Penalty: 2694.752686
	Iteration 2F: 3 clusters Score -414589.5 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -415079.750000 Penalty: 2694.752686
	Iteration 3F: 3 clusters Score -415079.8 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -415333.593750 Penalty: 2694.752686
	Iteration 4F: 3 clusters Score -415333.6 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -415466.656250 Penalty: 2694.752686
	Iteration 5Q: 3 clusters Score -415466.7 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -415551.812500 Penalty: 2694.752686
	Iteration 6Q: 3 clusters Score -415551.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -415612.812500 Penalty: 2694.752686
	Iteration 7Q: 3 clusters Score -415612.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -415668.406250 Penalty: 2694.752686
	Iteration 8Q: 3 clusters Score -415668.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -415712.437500 Penalty: 2694.752686
	Iteration 9Q: 3 clusters Score -415712.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -415750.312500 Penalty: 2694.752686
	Iteration 10Q: 3 clusters Score -415750.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -415783.218750 Penalty: 2694.752686
	Iteration 11Q: 3 clusters Score -415783.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -415810.500000 Penalty: 2694.752686
	Iteration 12Q: 3 clusters Score -415810.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -415837.843750 Penalty: 2694.752686
	Iteration 13Q: 3 clusters Score -415837.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -415854.500000 Penalty: 2694.752686
	Iteration 14Q: 3 clusters Score -415854.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -415870.562500 Penalty: 2694.752686
	Iteration 15Q: 3 clusters Score -415870.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -415884.781250 Penalty: 2694.752686
	Iteration 16Q: 3 clusters Score -415884.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -415894.437500 Penalty: 2694.752686
	Iteration 17Q: 3 clusters Score -415894.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -415899.781250 Penalty: 2694.752686
	Iteration 18Q: 3 clusters Score -415899.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -415904.593750 Penalty: 2694.752686
	Iteration 19Q: 3 clusters Score -415904.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -415911.281250 Penalty: 2694.752686
	Iteration 20F: 3 clusters Score -415911.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -415916.062500 Penalty: 2694.752686
	Iteration 21Q: 3 clusters Score -415916.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -415922.625000 Penalty: 2694.752686
	Iteration 22Q: 3 clusters Score -415922.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -415924.312500 Penalty: 2694.752686
	Iteration 23Q: 3 clusters Score -415924.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -415925.937500 Penalty: 2694.752686
	Iteration 24Q: 3 clusters Score -415925.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -415925.875000 Penalty: 2694.752686
	Iteration 25Q: 3 clusters Score -415925.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -415925.875000 Penalty: 2694.752686
	Iteration 26F: 3 clusters Score -415925.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 7227 members 
Mstep: Class 2 contains 3000 members 
Mstep: Class 3 contains 13871 members 
Mstep: Class 4 contains 2395 members 
Mstep: Class 5 contains 2014 members 
Mstep: Class 6 contains 2020 members 
Mstep: Class 7 contains 74343 members 
Mstep: Class 8 contains 11126 members 
Mstep: Class 9 contains 44713 members 
Mstep: Class 10 contains 14215 members 
Mstep: Class 11 contains 42210 members 
Mstep: Class 12 contains 46908 members 
Mstep: Class 13 contains 31607 members 
Mstep: Class 14 contains 3265 members 
Mstep: Class 15 contains 12402 members 
Mstep: Class 16 contains 30299 members 
Mstep: Class 17 contains 14983 members 
Mstep: Class 18 contains 14055 members 
Mstep: Class 19 contains 26247 members 
Mstep: Class 20 contains 2000 members 
Mstep: Class 21 contains 13389 members 
Mstep: Class 22 contains 435 members 
Mstep: Class 23 contains 9561 members 
Mstep: Class 24 contains 8430 members 
Mstep: Class 25 contains 34032 members 
Mstep: Class 26 contains 6077 members 
Mstep: Class 27 contains 26542 members 
Mstep: Class 28 contains 25927 members 
Mstep: Class 29 contains 18943 members 
Mstep: Class 30 contains 4141 members 
Mstep: Class 31 contains 17811 members 
Mstep: Class 32 contains 4813 members 
Mstep: Class 33 contains 4060 members 
Mstep: Class 34 contains 2333 members 
Mstep: Class 35 contains 5253 members 
Mstep: Class 36 contains 3552 members 
Mstep: Class 37 contains 2757 members 
Mstep: Class 38 contains 2087 members 
Mstep: Class 39 contains 1041 members 
Mstep: Class 40 contains 22194 members 
Mstep: Class 41 contains 3173 members 
Mstep: Class 42 contains 4768 members 
Mstep: Class 43 contains 12709 members 
Mstep: Class 44 contains 5307 members 
Mstep: Class 45 contains 142921 members 
Mstep: Class 46 contains 480 members 
Mstep: Class 47 contains 1237 members 
Mstep: Class 48 contains 3152 members 
Mstep: Class 49 contains 11895 members 
Mstep: Class 50 contains 19902 members 
Mstep: Class 51 contains 2753 members 
Entering Unmasked Estep 
Score: -100311032.000000 Penalty: 112857.750000
Splitting cluster 47 changes total score from -100311840.000000 to -100311032.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 48 (3152 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Entering Unmasked Estep 
Score: -396412.000000 Penalty: 1309.066284
	Iteration 0F: 2 clusters Score -396412 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -393615.125000 Penalty: 2618.132568
	Iteration 0F: 3 clusters Score -393615.1 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -394301.312500 Penalty: 2618.132568
	Iteration 1F: 3 clusters Score -394301.3 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -394455.062500 Penalty: 2618.132568
	Iteration 2F: 3 clusters Score -394455.1 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -394555.875000 Penalty: 2618.132568
	Iteration 3F: 3 clusters Score -394555.9 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -394623.468750 Penalty: 2618.132568
	Iteration 4Q: 3 clusters Score -394623.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -394676.500000 Penalty: 2618.132568
	Iteration 5Q: 3 clusters Score -394676.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -394720.500000 Penalty: 2618.132568
	Iteration 6Q: 3 clusters Score -394720.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -394758.531250 Penalty: 2618.132568
	Iteration 7Q: 3 clusters Score -394758.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -394794.968750 Penalty: 2618.132568
	Iteration 8Q: 3 clusters Score -394795 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -394853.156250 Penalty: 2618.132568
	Iteration 9Q: 3 clusters Score -394853.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -394899.250000 Penalty: 2618.132568
	Iteration 10Q: 3 clusters Score -394899.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -394947.031250 Penalty: 2618.132568
	Iteration 11Q: 3 clusters Score -394947 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -394985.343750 Penalty: 2618.132568
	Iteration 12Q: 3 clusters Score -394985.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -395010.656250 Penalty: 2618.132568
	Iteration 13Q: 3 clusters Score -395010.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -395027.656250 Penalty: 2618.132568
	Iteration 14Q: 3 clusters Score -395027.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -395039.031250 Penalty: 2618.132568
	Iteration 15Q: 3 clusters Score -395039 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -395049.937500 Penalty: 2618.132568
	Iteration 16Q: 3 clusters Score -395049.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -395058.093750 Penalty: 2618.132568
	Iteration 17Q: 3 clusters Score -395058.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -395066.156250 Penalty: 2618.132568
	Iteration 18Q: 3 clusters Score -395066.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -395073.531250 Penalty: 2618.132568
	Iteration 19Q: 3 clusters Score -395073.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -395081.156250 Penalty: 2618.132568
	Iteration 20F: 3 clusters Score -395081.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -395084.093750 Penalty: 2618.132568
	Iteration 21Q: 3 clusters Score -395084.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -395088.843750 Penalty: 2618.132568
	Iteration 22Q: 3 clusters Score -395088.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -395096.437500 Penalty: 2618.132568
	Iteration 23Q: 3 clusters Score -395096.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -395100.312500 Penalty: 2618.132568
	Iteration 24Q: 3 clusters Score -395100.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -395105.843750 Penalty: 2618.132568
	Iteration 25Q: 3 clusters Score -395105.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -395108.375000 Penalty: 2618.132568
	Iteration 26Q: 3 clusters Score -395108.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -395112.343750 Penalty: 2618.132568
	Iteration 27Q: 3 clusters Score -395112.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -395115.843750 Penalty: 2618.132568
	Iteration 28Q: 3 clusters Score -395115.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -395117.312500 Penalty: 2618.132568
	Iteration 29Q: 3 clusters Score -395117.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -395120.562500 Penalty: 2618.132568
	Iteration 30Q: 3 clusters Score -395120.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -395121.718750 Penalty: 2618.132568
	Iteration 31Q: 3 clusters Score -395121.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -395123.062500 Penalty: 2618.132568
	Iteration 32Q: 3 clusters Score -395123.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -395122.500000 Penalty: 2618.132568
	Iteration 33Q: 3 clusters Score -395122.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -395124.312500 Penalty: 2618.132568
	Iteration 34Q: 3 clusters Score -395124.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -395125.093750 Penalty: 2618.132568
	Iteration 35Q: 3 clusters Score -395125.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -395124.562500 Penalty: 2618.132568
	Iteration 36Q: 3 clusters Score -395124.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -395124.968750 Penalty: 2618.132568
	Iteration 37Q: 3 clusters Score -395125 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -395124.968750 Penalty: 2618.132568
	Iteration 38F: 3 clusters Score -395125 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (11895 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11895 members 
Entering Unmasked Estep 
Score: -1516211.250000 Penalty: 1524.879395
	Iteration 0F: 2 clusters Score -1516211 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5887 members 
Mstep: Class 2 contains 6008 members 
Entering Unmasked Estep 
Score: -1507832.500000 Penalty: 3049.758789
	Iteration 0F: 3 clusters Score -1507832 nChanged 5185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5838 members 
Mstep: Class 2 contains 6057 members 
Entering Unmasked Estep 
Score: -1510695.125000 Penalty: 3049.758789
	Iteration 1F: 3 clusters Score -1510695 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5780 members 
Mstep: Class 2 contains 6115 members 
Entering Unmasked Estep 
Score: -1511004.375000 Penalty: 3049.758789
	Iteration 2F: 3 clusters Score -1511004 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5721 members 
Mstep: Class 2 contains 6174 members 
Entering Unmasked Estep 
Score: -1511272.500000 Penalty: 3049.758789
	Iteration 3F: 3 clusters Score -1511272 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5654 members 
Mstep: Class 2 contains 6241 members 
Entering Unmasked Estep 
Score: -1511512.250000 Penalty: 3049.758789
	Iteration 4Q: 3 clusters Score -1511512 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5586 members 
Mstep: Class 2 contains 6309 members 
Entering Unmasked Estep 
Score: -1511736.000000 Penalty: 3049.758789
	Iteration 5Q: 3 clusters Score -1511736 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 6422 members 
Entering Unmasked Estep 
Score: -1511946.000000 Penalty: 3049.758789
	Iteration 6Q: 3 clusters Score -1511946 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 6544 members 
Entering Unmasked Estep 
Score: -1512132.500000 Penalty: 3049.758789
	Iteration 7Q: 3 clusters Score -1512132 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 6672 members 
Entering Unmasked Estep 
Score: -1512308.875000 Penalty: 3049.758789
	Iteration 8Q: 3 clusters Score -1512309 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 6860 members 
Entering Unmasked Estep 
Score: -1512513.000000 Penalty: 3049.758789
	Iteration 9Q: 3 clusters Score -1512513 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 7062 members 
Entering Unmasked Estep 
Score: -1512721.750000 Penalty: 3049.758789
	Iteration 10Q: 3 clusters Score -1512722 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 7296 members 
Entering Unmasked Estep 
Score: -1512932.750000 Penalty: 3049.758789
	Iteration 11Q: 3 clusters Score -1512933 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 7521 members 
Entering Unmasked Estep 
Score: -1513111.750000 Penalty: 3049.758789
	Iteration 12Q: 3 clusters Score -1513112 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 7755 members 
Entering Unmasked Estep 
Score: -1513271.750000 Penalty: 3049.758789
	Iteration 13Q: 3 clusters Score -1513272 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 8005 members 
Entering Unmasked Estep 
Score: -1513431.000000 Penalty: 3049.758789
	Iteration 14Q: 3 clusters Score -1513431 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 8270 members 
Entering Unmasked Estep 
Score: -1513578.375000 Penalty: 3049.758789
	Iteration 15Q: 3 clusters Score -1513578 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 8517 members 
Entering Unmasked Estep 
Score: -1513705.500000 Penalty: 3049.758789
	Iteration 16Q: 3 clusters Score -1513706 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 8753 members 
Entering Unmasked Estep 
Score: -1513809.125000 Penalty: 3049.758789
	Iteration 17Q: 3 clusters Score -1513809 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 8970 members 
Entering Unmasked Estep 
Score: -1513899.750000 Penalty: 3049.758789
	Iteration 18Q: 3 clusters Score -1513900 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 9181 members 
Entering Unmasked Estep 
Score: -1513989.625000 Penalty: 3049.758789
	Iteration 19Q: 3 clusters Score -1513990 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 9400 members 
Entering Unmasked Estep 
Score: -1514081.375000 Penalty: 3049.758789
	Iteration 20F: 3 clusters Score -1514081 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 9587 members 
Entering Unmasked Estep 
Score: -1514155.125000 Penalty: 3049.758789
	Iteration 21Q: 3 clusters Score -1514155 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 9761 members 
Entering Unmasked Estep 
Score: -1514227.750000 Penalty: 3049.758789
	Iteration 22Q: 3 clusters Score -1514228 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 9934 members 
Entering Unmasked Estep 
Score: -1514299.875000 Penalty: 3049.758789
	Iteration 23Q: 3 clusters Score -1514300 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 10107 members 
Entering Unmasked Estep 
Score: -1514382.750000 Penalty: 3049.758789
	Iteration 24Q: 3 clusters Score -1514383 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 10269 members 
Entering Unmasked Estep 
Score: -1514469.125000 Penalty: 3049.758789
	Iteration 25Q: 3 clusters Score -1514469 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 10407 members 
Entering Unmasked Estep 
Score: -1514541.125000 Penalty: 3049.758789
	Iteration 26Q: 3 clusters Score -1514541 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 10535 members 
Entering Unmasked Estep 
Score: -1514614.750000 Penalty: 3049.758789
	Iteration 27Q: 3 clusters Score -1514615 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 10648 members 
Entering Unmasked Estep 
Score: -1514667.875000 Penalty: 3049.758789
	Iteration 28Q: 3 clusters Score -1514668 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 10745 members 
Entering Unmasked Estep 
Score: -1514715.500000 Penalty: 3049.758789
	Iteration 29Q: 3 clusters Score -1514716 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 10815 members 
Entering Unmasked Estep 
Score: -1514748.000000 Penalty: 3049.758789
	Iteration 30Q: 3 clusters Score -1514748 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 10879 members 
Entering Unmasked Estep 
Score: -1514775.625000 Penalty: 3049.758789
	Iteration 31Q: 3 clusters Score -1514776 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 10927 members 
Entering Unmasked Estep 
Score: -1514801.500000 Penalty: 3049.758789
	Iteration 32Q: 3 clusters Score -1514802 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 10970 members 
Entering Unmasked Estep 
Score: -1514827.000000 Penalty: 3049.758789
	Iteration 33Q: 3 clusters Score -1514827 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 11015 members 
Entering Unmasked Estep 
Score: -1514847.500000 Penalty: 3049.758789
	Iteration 34Q: 3 clusters Score -1514848 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 11042 members 
Entering Unmasked Estep 
Score: -1514866.375000 Penalty: 3049.758789
	Iteration 35Q: 3 clusters Score -1514866 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 11061 members 
Entering Unmasked Estep 
Score: -1514880.375000 Penalty: 3049.758789
	Iteration 36Q: 3 clusters Score -1514880 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 11081 members 
Entering Unmasked Estep 
Score: -1514891.250000 Penalty: 3049.758789
	Iteration 37Q: 3 clusters Score -1514891 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 11097 members 
Entering Unmasked Estep 
Score: -1514902.250000 Penalty: 3049.758789
	Iteration 38Q: 3 clusters Score -1514902 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 11105 members 
Entering Unmasked Estep 
Score: -1514913.500000 Penalty: 3049.758789
	Iteration 39Q: 3 clusters Score -1514914 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 11117 members 
Entering Unmasked Estep 
Score: -1514918.000000 Penalty: 3049.758789
	Iteration 40F: 3 clusters Score -1514918 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 11124 members 
Entering Unmasked Estep 
Score: -1514922.875000 Penalty: 3049.758789
	Iteration 41Q: 3 clusters Score -1514923 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 11130 members 
Entering Unmasked Estep 
Score: -1514925.750000 Penalty: 3049.758789
	Iteration 42Q: 3 clusters Score -1514926 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 11137 members 
Entering Unmasked Estep 
Score: -1514928.750000 Penalty: 3049.758789
	Iteration 43Q: 3 clusters Score -1514929 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 11138 members 
Entering Unmasked Estep 
Score: -1514926.625000 Penalty: 3049.758789
	Iteration 44Q: 3 clusters Score -1514927 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 11138 members 
Entering Unmasked Estep 
Score: -1514926.625000 Penalty: 3049.758789
	Iteration 45F: 3 clusters Score -1514927 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (19902 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19902 members 
Entering Unmasked Estep 
Score: -2524273.000000 Penalty: 1608.518555
	Iteration 0F: 2 clusters Score -2524273 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10127 members 
Mstep: Class 2 contains 9775 members 
Entering Unmasked Estep 
Score: -2510721.250000 Penalty: 3217.037109
	Iteration 0F: 3 clusters Score -2510721 nChanged 8974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11155 members 
Mstep: Class 2 contains 8747 members 
Entering Unmasked Estep 
Score: -2515665.000000 Penalty: 3217.037109
	Iteration 1F: 3 clusters Score -2515665 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11768 members 
Mstep: Class 2 contains 8134 members 
Entering Unmasked Estep 
Score: -2516124.250000 Penalty: 3217.037109
	Iteration 2F: 3 clusters Score -2516124 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12621 members 
Mstep: Class 2 contains 7281 members 
Entering Unmasked Estep 
Score: -2516674.250000 Penalty: 3217.037109
	Iteration 3F: 3 clusters Score -2516674 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13801 members 
Mstep: Class 2 contains 6101 members 
Entering Unmasked Estep 
Score: -2517494.250000 Penalty: 3217.037109
	Iteration 4F: 3 clusters Score -2517494 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15233 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -2518658.750000 Penalty: 3217.037109
	Iteration 5F: 3 clusters Score -2518659 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16681 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -2519938.000000 Penalty: 3217.037109
	Iteration 6F: 3 clusters Score -2519938 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17945 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -2521124.250000 Penalty: 3217.037109
	Iteration 7F: 3 clusters Score -2521124 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18801 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -2521894.750000 Penalty: 3217.037109
	Iteration 8Q: 3 clusters Score -2521895 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19265 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -2522336.000000 Penalty: 3217.037109
	Iteration 9Q: 3 clusters Score -2522336 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19496 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -2522562.000000 Penalty: 3217.037109
	Iteration 10Q: 3 clusters Score -2522562 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19588 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -2522662.500000 Penalty: 3217.037109
	Iteration 11Q: 3 clusters Score -2522662 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19644 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -2522731.750000 Penalty: 3217.037109
	Iteration 12Q: 3 clusters Score -2522732 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19662 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -2522755.500000 Penalty: 3217.037109
	Iteration 13Q: 3 clusters Score -2522756 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19673 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -2522777.250000 Penalty: 3217.037109
	Iteration 14Q: 3 clusters Score -2522777 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19683 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -2522798.750000 Penalty: 3217.037109
	Iteration 15Q: 3 clusters Score -2522799 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19686 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -2522807.500000 Penalty: 3217.037109
	Iteration 16Q: 3 clusters Score -2522808 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19692 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -2522816.500000 Penalty: 3217.037109
	Iteration 17Q: 3 clusters Score -2522816 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19698 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -2522828.750000 Penalty: 3217.037109
	Iteration 18Q: 3 clusters Score -2522829 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19700 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -2522833.250000 Penalty: 3217.037109
	Iteration 19Q: 3 clusters Score -2522833 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19703 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -2522833.750000 Penalty: 3217.037109
	Iteration 20F: 3 clusters Score -2522834 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19705 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -2522838.250000 Penalty: 3217.037109
	Iteration 21Q: 3 clusters Score -2522838 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19705 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -2522841.250000 Penalty: 3217.037109
	Iteration 22Q: 3 clusters Score -2522841 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19704 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -2522841.250000 Penalty: 3217.037109
	Iteration 23Q: 3 clusters Score -2522841 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19705 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -2522841.750000 Penalty: 3217.037109
	Iteration 24Q: 3 clusters Score -2522842 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19706 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -2522842.750000 Penalty: 3217.037109
	Iteration 25Q: 3 clusters Score -2522843 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19707 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -2522844.250000 Penalty: 3217.037109
	Iteration 26Q: 3 clusters Score -2522844 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19709 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -2522849.750000 Penalty: 3217.037109
	Iteration 27Q: 3 clusters Score -2522850 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19711 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -2522853.500000 Penalty: 3217.037109
	Iteration 28Q: 3 clusters Score -2522854 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19710 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -2522852.750000 Penalty: 3217.037109
	Iteration 29Q: 3 clusters Score -2522853 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19710 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -2522852.750000 Penalty: 3217.037109
	Iteration 30F: 3 clusters Score -2522853 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 7227 members 
Mstep: Class 2 contains 3000 members 
Mstep: Class 3 contains 13871 members 
Mstep: Class 4 contains 2395 members 
Mstep: Class 5 contains 2014 members 
Mstep: Class 6 contains 2020 members 
Mstep: Class 7 contains 74343 members 
Mstep: Class 8 contains 11126 members 
Mstep: Class 9 contains 44713 members 
Mstep: Class 10 contains 14215 members 
Mstep: Class 11 contains 42210 members 
Mstep: Class 12 contains 46908 members 
Mstep: Class 13 contains 31607 members 
Mstep: Class 14 contains 3265 members 
Mstep: Class 15 contains 12402 members 
Mstep: Class 16 contains 30299 members 
Mstep: Class 17 contains 14983 members 
Mstep: Class 18 contains 14055 members 
Mstep: Class 19 contains 26247 members 
Mstep: Class 20 contains 2000 members 
Mstep: Class 21 contains 13389 members 
Mstep: Class 22 contains 435 members 
Mstep: Class 23 contains 9561 members 
Mstep: Class 24 contains 8430 members 
Mstep: Class 25 contains 34032 members 
Mstep: Class 26 contains 6077 members 
Mstep: Class 27 contains 26542 members 
Mstep: Class 28 contains 25927 members 
Mstep: Class 29 contains 18943 members 
Mstep: Class 30 contains 4141 members 
Mstep: Class 31 contains 17811 members 
Mstep: Class 32 contains 4813 members 
Mstep: Class 33 contains 4060 members 
Mstep: Class 34 contains 2333 members 
Mstep: Class 35 contains 5253 members 
Mstep: Class 36 contains 3552 members 
Mstep: Class 37 contains 2757 members 
Mstep: Class 38 contains 2087 members 
Mstep: Class 39 contains 1041 members 
Mstep: Class 40 contains 22194 members 
Mstep: Class 41 contains 3173 members 
Mstep: Class 42 contains 4768 members 
Mstep: Class 43 contains 12709 members 
Mstep: Class 44 contains 5307 members 
Mstep: Class 45 contains 142921 members 
Mstep: Class 46 contains 480 members 
Mstep: Class 47 contains 3990 members 
Mstep: Class 48 contains 3152 members 
Mstep: Class 49 contains 11895 members 
Mstep: Class 50 contains 19902 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100311888.000000 Penalty: 110644.859375
Iteration 199Q: 51 clusters Score -1.003119e+08 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 7227 members 
Mstep: Class 2 contains 3000 members 
Mstep: Class 3 contains 13872 members 
Mstep: Class 4 contains 2395 members 
Mstep: Class 5 contains 2014 members 
Mstep: Class 6 contains 2020 members 
Mstep: Class 7 contains 74342 members 
Mstep: Class 8 contains 11125 members 
Mstep: Class 9 contains 44713 members 
Mstep: Class 10 contains 14216 members 
Mstep: Class 11 contains 42210 members 
Mstep: Class 12 contains 46908 members 
Mstep: Class 13 contains 31599 members 
Mstep: Class 14 contains 3265 members 
Mstep: Class 15 contains 12403 members 
Mstep: Class 16 contains 30301 members 
Mstep: Class 17 contains 14983 members 
Mstep: Class 18 contains 14055 members 
Mstep: Class 19 contains 26248 members 
Mstep: Class 20 contains 2000 members 
Mstep: Class 21 contains 13389 members 
Mstep: Class 22 contains 435 members 
Mstep: Class 23 contains 9563 members 
Mstep: Class 24 contains 8430 members 
Mstep: Class 25 contains 34037 members 
Mstep: Class 26 contains 6078 members 
Mstep: Class 27 contains 26542 members 
Mstep: Class 28 contains 25927 members 
Mstep: Class 29 contains 18943 members 
Mstep: Class 30 contains 4141 members 
Mstep: Class 31 contains 17811 members 
Mstep: Class 32 contains 4813 members 
Mstep: Class 33 contains 4060 members 
Mstep: Class 34 contains 2333 members 
Mstep: Class 35 contains 5253 members 
Mstep: Class 36 contains 3553 members 
Mstep: Class 37 contains 2762 members 
Mstep: Class 38 contains 2087 members 
Mstep: Class 39 contains 1041 members 
Mstep: Class 40 contains 22194 members 
Mstep: Class 41 contains 3173 members 
Mstep: Class 42 contains 4768 members 
Mstep: Class 43 contains 12709 members 
Mstep: Class 44 contains 5307 members 
Mstep: Class 45 contains 142918 members 
Mstep: Class 46 contains 480 members 
Mstep: Class 47 contains 3987 members 
Mstep: Class 48 contains 3152 members 
Mstep: Class 49 contains 11895 members 
Mstep: Class 50 contains 19898 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100311752.000000 Penalty: 110644.859375
Iteration 200F: 51 clusters Score -1.003118e+08 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 7225 members 
Mstep: Class 2 contains 3000 members 
Mstep: Class 3 contains 13871 members 
Mstep: Class 4 contains 2395 members 
Mstep: Class 5 contains 2014 members 
Mstep: Class 6 contains 2020 members 
Mstep: Class 7 contains 74339 members 
Mstep: Class 8 contains 11127 members 
Mstep: Class 9 contains 44715 members 
Mstep: Class 10 contains 14216 members 
Mstep: Class 11 contains 42211 members 
Mstep: Class 12 contains 46906 members 
Mstep: Class 13 contains 31591 members 
Mstep: Class 14 contains 3265 members 
Mstep: Class 15 contains 12402 members 
Mstep: Class 16 contains 30302 members 
Mstep: Class 17 contains 14983 members 
Mstep: Class 18 contains 14057 members 
Mstep: Class 19 contains 26255 members 
Mstep: Class 20 contains 2000 members 
Mstep: Class 21 contains 13389 members 
Mstep: Class 22 contains 435 members 
Mstep: Class 23 contains 9566 members 
Mstep: Class 24 contains 8430 members 
Mstep: Class 25 contains 34043 members 
Mstep: Class 26 contains 6078 members 
Mstep: Class 27 contains 26542 members 
Mstep: Class 28 contains 25927 members 
Mstep: Class 29 contains 18943 members 
Mstep: Class 30 contains 4141 members 
Mstep: Class 31 contains 17811 members 
Mstep: Class 32 contains 4813 members 
Mstep: Class 33 contains 4060 members 
Mstep: Class 34 contains 2333 members 
Mstep: Class 35 contains 5253 members 
Mstep: Class 36 contains 3553 members 
Mstep: Class 37 contains 2764 members 
Mstep: Class 38 contains 2086 members 
Mstep: Class 39 contains 1041 members 
Mstep: Class 40 contains 22194 members 
Mstep: Class 41 contains 3173 members 
Mstep: Class 42 contains 4768 members 
Mstep: Class 43 contains 12707 members 
Mstep: Class 44 contains 5307 members 
Mstep: Class 45 contains 142917 members 
Mstep: Class 46 contains 480 members 
Mstep: Class 47 contains 3986 members 
Mstep: Class 48 contains 3152 members 
Mstep: Class 49 contains 11895 members 
Mstep: Class 50 contains 19894 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100311672.000000 Penalty: 110644.859375
Iteration 201Q: 51 clusters Score -1.003117e+08 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 7223 members 
Mstep: Class 2 contains 3000 members 
Mstep: Class 3 contains 13870 members 
Mstep: Class 4 contains 2395 members 
Mstep: Class 5 contains 2014 members 
Mstep: Class 6 contains 2020 members 
Mstep: Class 7 contains 74336 members 
Mstep: Class 8 contains 11130 members 
Mstep: Class 9 contains 44716 members 
Mstep: Class 10 contains 14217 members 
Mstep: Class 11 contains 42211 members 
Mstep: Class 12 contains 46905 members 
Mstep: Class 13 contains 31585 members 
Mstep: Class 14 contains 3265 members 
Mstep: Class 15 contains 12400 members 
Mstep: Class 16 contains 30304 members 
Mstep: Class 17 contains 14983 members 
Mstep: Class 18 contains 14057 members 
Mstep: Class 19 contains 26256 members 
Mstep: Class 20 contains 2000 members 
Mstep: Class 21 contains 13390 members 
Mstep: Class 22 contains 435 members 
Mstep: Class 23 contains 9567 members 
Mstep: Class 24 contains 8430 members 
Mstep: Class 25 contains 34050 members 
Mstep: Class 26 contains 6078 members 
Mstep: Class 27 contains 26542 members 
Mstep: Class 28 contains 25926 members 
Mstep: Class 29 contains 18943 members 
Mstep: Class 30 contains 4141 members 
Mstep: Class 31 contains 17811 members 
Mstep: Class 32 contains 4813 members 
Mstep: Class 33 contains 4060 members 
Mstep: Class 34 contains 2333 members 
Mstep: Class 35 contains 5253 members 
Mstep: Class 36 contains 3553 members 
Mstep: Class 37 contains 2763 members 
Mstep: Class 38 contains 2086 members 
Mstep: Class 39 contains 1041 members 
Mstep: Class 40 contains 22194 members 
Mstep: Class 41 contains 3174 members 
Mstep: Class 42 contains 4769 members 
Mstep: Class 43 contains 12707 members 
Mstep: Class 44 contains 5307 members 
Mstep: Class 45 contains 142915 members 
Mstep: Class 46 contains 480 members 
Mstep: Class 47 contains 3986 members 
Mstep: Class 48 contains 3152 members 
Mstep: Class 49 contains 11895 members 
Mstep: Class 50 contains 19894 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100311672.000000 Penalty: 110644.859375
Iteration 202Q: 51 clusters Score -1.003117e+08 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 7223 members 
Mstep: Class 2 contains 3000 members 
Mstep: Class 3 contains 13869 members 
Mstep: Class 4 contains 2395 members 
Mstep: Class 5 contains 2015 members 
Mstep: Class 6 contains 2020 members 
Mstep: Class 7 contains 74331 members 
Mstep: Class 8 contains 11129 members 
Mstep: Class 9 contains 44718 members 
Mstep: Class 10 contains 14217 members 
Mstep: Class 11 contains 42209 members 
Mstep: Class 12 contains 46904 members 
Mstep: Class 13 contains 31584 members 
Mstep: Class 14 contains 3265 members 
Mstep: Class 15 contains 12399 members 
Mstep: Class 16 contains 30304 members 
Mstep: Class 17 contains 14982 members 
Mstep: Class 18 contains 14056 members 
Mstep: Class 19 contains 26260 members 
Mstep: Class 20 contains 2000 members 
Mstep: Class 21 contains 13390 members 
Mstep: Class 22 contains 435 members 
Mstep: Class 23 contains 9569 members 
Mstep: Class 24 contains 8430 members 
Mstep: Class 25 contains 34053 members 
Mstep: Class 26 contains 6080 members 
Mstep: Class 27 contains 26542 members 
Mstep: Class 28 contains 25927 members 
Mstep: Class 29 contains 18943 members 
Mstep: Class 30 contains 4141 members 
Mstep: Class 31 contains 17811 members 
Mstep: Class 32 contains 4813 members 
Mstep: Class 33 contains 4060 members 
Mstep: Class 34 contains 2333 members 
Mstep: Class 35 contains 5253 members 
Mstep: Class 36 contains 3553 members 
Mstep: Class 37 contains 2764 members 
Mstep: Class 38 contains 2086 members 
Mstep: Class 39 contains 1041 members 
Mstep: Class 40 contains 22194 members 
Mstep: Class 41 contains 3175 members 
Mstep: Class 42 contains 4770 members 
Mstep: Class 43 contains 12707 members 
Mstep: Class 44 contains 5307 members 
Mstep: Class 45 contains 142913 members 
Mstep: Class 46 contains 480 members 
Mstep: Class 47 contains 3985 members 
Mstep: Class 48 contains 3152 members 
Mstep: Class 49 contains 11895 members 
Mstep: Class 50 contains 19893 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100311736.000000 Penalty: 110644.859375
Iteration 203Q: 51 clusters Score -1.003117e+08 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 7223 members 
Mstep: Class 2 contains 3000 members 
Mstep: Class 3 contains 13870 members 
Mstep: Class 4 contains 2395 members 
Mstep: Class 5 contains 2015 members 
Mstep: Class 6 contains 2020 members 
Mstep: Class 7 contains 74332 members 
Mstep: Class 8 contains 11129 members 
Mstep: Class 9 contains 44716 members 
Mstep: Class 10 contains 14216 members 
Mstep: Class 11 contains 42208 members 
Mstep: Class 12 contains 46904 members 
Mstep: Class 13 contains 31587 members 
Mstep: Class 14 contains 3265 members 
Mstep: Class 15 contains 12399 members 
Mstep: Class 16 contains 30305 members 
Mstep: Class 17 contains 14982 members 
Mstep: Class 18 contains 14056 members 
Mstep: Class 19 contains 26260 members 
Mstep: Class 20 contains 2000 members 
Mstep: Class 21 contains 13390 members 
Mstep: Class 22 contains 435 members 
Mstep: Class 23 contains 9571 members 
Mstep: Class 24 contains 8430 members 
Mstep: Class 25 contains 34054 members 
Mstep: Class 26 contains 6079 members 
Mstep: Class 27 contains 26542 members 
Mstep: Class 28 contains 25926 members 
Mstep: Class 29 contains 18943 members 
Mstep: Class 30 contains 4141 members 
Mstep: Class 31 contains 17811 members 
Mstep: Class 32 contains 4813 members 
Mstep: Class 33 contains 4060 members 
Mstep: Class 34 contains 2333 members 
Mstep: Class 35 contains 5252 members 
Mstep: Class 36 contains 3554 members 
Mstep: Class 37 contains 2765 members 
Mstep: Class 38 contains 2085 members 
Mstep: Class 39 contains 1041 members 
Mstep: Class 40 contains 22194 members 
Mstep: Class 41 contains 3175 members 
Mstep: Class 42 contains 4773 members 
Mstep: Class 43 contains 12705 members 
Mstep: Class 44 contains 5307 members 
Mstep: Class 45 contains 142912 members 
Mstep: Class 46 contains 480 members 
Mstep: Class 47 contains 3985 members 
Mstep: Class 48 contains 3152 members 
Mstep: Class 49 contains 11895 members 
Mstep: Class 50 contains 19890 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100311712.000000 Penalty: 110644.859375
Iteration 204Q: 51 clusters Score -1.003117e+08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 7223 members 
Mstep: Class 2 contains 3000 members 
Mstep: Class 3 contains 13871 members 
Mstep: Class 4 contains 2395 members 
Mstep: Class 5 contains 2015 members 
Mstep: Class 6 contains 2020 members 
Mstep: Class 7 contains 74332 members 
Mstep: Class 8 contains 11130 members 
Mstep: Class 9 contains 44717 members 
Mstep: Class 10 contains 14216 members 
Mstep: Class 11 contains 42207 members 
Mstep: Class 12 contains 46904 members 
Mstep: Class 13 contains 31586 members 
Mstep: Class 14 contains 3265 members 
Mstep: Class 15 contains 12399 members 
Mstep: Class 16 contains 30306 members 
Mstep: Class 17 contains 14982 members 
Mstep: Class 18 contains 14056 members 
Mstep: Class 19 contains 26260 members 
Mstep: Class 20 contains 2000 members 
Mstep: Class 21 contains 13390 members 
Mstep: Class 22 contains 435 members 
Mstep: Class 23 contains 9573 members 
Mstep: Class 24 contains 8430 members 
Mstep: Class 25 contains 34054 members 
Mstep: Class 26 contains 6076 members 
Mstep: Class 27 contains 26542 members 
Mstep: Class 28 contains 25925 members 
Mstep: Class 29 contains 18943 members 
Mstep: Class 30 contains 4141 members 
Mstep: Class 31 contains 17811 members 
Mstep: Class 32 contains 4813 members 
Mstep: Class 33 contains 4060 members 
Mstep: Class 34 contains 2333 members 
Mstep: Class 35 contains 5252 members 
Mstep: Class 36 contains 3554 members 
Mstep: Class 37 contains 2766 members 
Mstep: Class 38 contains 2085 members 
Mstep: Class 39 contains 1041 members 
Mstep: Class 40 contains 22194 members 
Mstep: Class 41 contains 3176 members 
Mstep: Class 42 contains 4775 members 
Mstep: Class 43 contains 12706 members 
Mstep: Class 44 contains 5307 members 
Mstep: Class 45 contains 142910 members 
Mstep: Class 46 contains 480 members 
Mstep: Class 47 contains 3985 members 
Mstep: Class 48 contains 3152 members 
Mstep: Class 49 contains 11895 members 
Mstep: Class 50 contains 19887 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100311736.000000 Penalty: 110644.859375
Iteration 205Q: 51 clusters Score -1.003117e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 7223 members 
Mstep: Class 2 contains 3000 members 
Mstep: Class 3 contains 13871 members 
Mstep: Class 4 contains 2395 members 
Mstep: Class 5 contains 2015 members 
Mstep: Class 6 contains 2020 members 
Mstep: Class 7 contains 74332 members 
Mstep: Class 8 contains 11129 members 
Mstep: Class 9 contains 44717 members 
Mstep: Class 10 contains 14216 members 
Mstep: Class 11 contains 42206 members 
Mstep: Class 12 contains 46904 members 
Mstep: Class 13 contains 31584 members 
Mstep: Class 14 contains 3265 members 
Mstep: Class 15 contains 12399 members 
Mstep: Class 16 contains 30305 members 
Mstep: Class 17 contains 14981 members 
Mstep: Class 18 contains 14056 members 
Mstep: Class 19 contains 26260 members 
Mstep: Class 20 contains 2000 members 
Mstep: Class 21 contains 13390 members 
Mstep: Class 22 contains 435 members 
Mstep: Class 23 contains 9573 members 
Mstep: Class 24 contains 8430 members 
Mstep: Class 25 contains 34056 members 
Mstep: Class 26 contains 6077 members 
Mstep: Class 27 contains 26542 members 
Mstep: Class 28 contains 25924 members 
Mstep: Class 29 contains 18943 members 
Mstep: Class 30 contains 4141 members 
Mstep: Class 31 contains 17811 members 
Mstep: Class 32 contains 4813 members 
Mstep: Class 33 contains 4060 members 
Mstep: Class 34 contains 2333 members 
Mstep: Class 35 contains 5252 members 
Mstep: Class 36 contains 3554 members 
Mstep: Class 37 contains 2766 members 
Mstep: Class 38 contains 2085 members 
Mstep: Class 39 contains 1041 members 
Mstep: Class 40 contains 22194 members 
Mstep: Class 41 contains 3180 members 
Mstep: Class 42 contains 4775 members 
Mstep: Class 43 contains 12705 members 
Mstep: Class 44 contains 5307 members 
Mstep: Class 45 contains 142910 members 
Mstep: Class 46 contains 480 members 
Mstep: Class 47 contains 3985 members 
Mstep: Class 48 contains 3152 members 
Mstep: Class 49 contains 11895 members 
Mstep: Class 50 contains 19888 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100311680.000000 Penalty: 110644.859375
Iteration 206Q: 51 clusters Score -1.003117e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 7223 members 
Mstep: Class 2 contains 3000 members 
Mstep: Class 3 contains 13871 members 
Mstep: Class 4 contains 2396 members 
Mstep: Class 5 contains 2015 members 
Mstep: Class 6 contains 2020 members 
Mstep: Class 7 contains 74332 members 
Mstep: Class 8 contains 11129 members 
Mstep: Class 9 contains 44715 members 
Mstep: Class 10 contains 14216 members 
Mstep: Class 11 contains 42206 members 
Mstep: Class 12 contains 46904 members 
Mstep: Class 13 contains 31585 members 
Mstep: Class 14 contains 3265 members 
Mstep: Class 15 contains 12399 members 
Mstep: Class 16 contains 30305 members 
Mstep: Class 17 contains 14980 members 
Mstep: Class 18 contains 14056 members 
Mstep: Class 19 contains 26261 members 
Mstep: Class 20 contains 2000 members 
Mstep: Class 21 contains 13390 members 
Mstep: Class 22 contains 435 members 
Mstep: Class 23 contains 9573 members 
Mstep: Class 24 contains 8430 members 
Mstep: Class 25 contains 34058 members 
Mstep: Class 26 contains 6077 members 
Mstep: Class 27 contains 26542 members 
Mstep: Class 28 contains 25924 members 
Mstep: Class 29 contains 18943 members 
Mstep: Class 30 contains 4141 members 
Mstep: Class 31 contains 17811 members 
Mstep: Class 32 contains 4813 members 
Mstep: Class 33 contains 4060 members 
Mstep: Class 34 contains 2333 members 
Mstep: Class 35 contains 5252 members 
Mstep: Class 36 contains 3555 members 
Mstep: Class 37 contains 2766 members 
Mstep: Class 38 contains 2085 members 
Mstep: Class 39 contains 1041 members 
Mstep: Class 40 contains 22194 members 
Mstep: Class 41 contains 3182 members 
Mstep: Class 42 contains 4774 members 
Mstep: Class 43 contains 12704 members 
Mstep: Class 44 contains 5307 members 
Mstep: Class 45 contains 142907 members 
Mstep: Class 46 contains 480 members 
Mstep: Class 47 contains 3985 members 
Mstep: Class 48 contains 3152 members 
Mstep: Class 49 contains 11895 members 
Mstep: Class 50 contains 19888 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100311728.000000 Penalty: 110644.859375
Iteration 207Q: 51 clusters Score -1.003117e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 7223 members 
Mstep: Class 2 contains 3000 members 
Mstep: Class 3 contains 13871 members 
Mstep: Class 4 contains 2396 members 
Mstep: Class 5 contains 2015 members 
Mstep: Class 6 contains 2020 members 
Mstep: Class 7 contains 74330 members 
Mstep: Class 8 contains 11128 members 
Mstep: Class 9 contains 44714 members 
Mstep: Class 10 contains 14217 members 
Mstep: Class 11 contains 42206 members 
Mstep: Class 12 contains 46904 members 
Mstep: Class 13 contains 31583 members 
Mstep: Class 14 contains 3265 members 
Mstep: Class 15 contains 12399 members 
Mstep: Class 16 contains 30305 members 
Mstep: Class 17 contains 14980 members 
Mstep: Class 18 contains 14056 members 
Mstep: Class 19 contains 26262 members 
Mstep: Class 20 contains 2000 members 
Mstep: Class 21 contains 13390 members 
Mstep: Class 22 contains 435 members 
Mstep: Class 23 contains 9573 members 
Mstep: Class 24 contains 8430 members 
Mstep: Class 25 contains 34060 members 
Mstep: Class 26 contains 6077 members 
Mstep: Class 27 contains 26542 members 
Mstep: Class 28 contains 25924 members 
Mstep: Class 29 contains 18943 members 
Mstep: Class 30 contains 4141 members 
Mstep: Class 31 contains 17811 members 
Mstep: Class 32 contains 4813 members 
Mstep: Class 33 contains 4060 members 
Mstep: Class 34 contains 2333 members 
Mstep: Class 35 contains 5252 members 
Mstep: Class 36 contains 3556 members 
Mstep: Class 37 contains 2766 members 
Mstep: Class 38 contains 2085 members 
Mstep: Class 39 contains 1041 members 
Mstep: Class 40 contains 22194 members 
Mstep: Class 41 contains 3183 members 
Mstep: Class 42 contains 4773 members 
Mstep: Class 43 contains 12704 members 
Mstep: Class 44 contains 5307 members 
Mstep: Class 45 contains 142907 members 
Mstep: Class 46 contains 480 members 
Mstep: Class 47 contains 3985 members 
Mstep: Class 48 contains 3152 members 
Mstep: Class 49 contains 11895 members 
Mstep: Class 50 contains 19889 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100311728.000000 Penalty: 110644.859375
Iteration 208Q: 51 clusters Score -1.003117e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 7223 members 
Mstep: Class 2 contains 3000 members 
Mstep: Class 3 contains 13871 members 
Mstep: Class 4 contains 2396 members 
Mstep: Class 5 contains 2015 members 
Mstep: Class 6 contains 2020 members 
Mstep: Class 7 contains 74327 members 
Mstep: Class 8 contains 11127 members 
Mstep: Class 9 contains 44714 members 
Mstep: Class 10 contains 14218 members 
Mstep: Class 11 contains 42206 members 
Mstep: Class 12 contains 46904 members 
Mstep: Class 13 contains 31583 members 
Mstep: Class 14 contains 3265 members 
Mstep: Class 15 contains 12399 members 
Mstep: Class 16 contains 30305 members 
Mstep: Class 17 contains 14980 members 
Mstep: Class 18 contains 14056 members 
Mstep: Class 19 contains 26263 members 
Mstep: Class 20 contains 2000 members 
Mstep: Class 21 contains 13390 members 
Mstep: Class 22 contains 435 members 
Mstep: Class 23 contains 9573 members 
Mstep: Class 24 contains 8430 members 
Mstep: Class 25 contains 34062 members 
Mstep: Class 26 contains 6077 members 
Mstep: Class 27 contains 26542 members 
Mstep: Class 28 contains 25924 members 
Mstep: Class 29 contains 18943 members 
Mstep: Class 30 contains 4140 members 
Mstep: Class 31 contains 17811 members 
Mstep: Class 32 contains 4813 members 
Mstep: Class 33 contains 4061 members 
Mstep: Class 34 contains 2333 members 
Mstep: Class 35 contains 5252 members 
Mstep: Class 36 contains 3557 members 
Mstep: Class 37 contains 2766 members 
Mstep: Class 38 contains 2085 members 
Mstep: Class 39 contains 1041 members 
Mstep: Class 40 contains 22194 members 
Mstep: Class 41 contains 3183 members 
Mstep: Class 42 contains 4772 members 
Mstep: Class 43 contains 12704 members 
Mstep: Class 44 contains 5307 members 
Mstep: Class 45 contains 142908 members 
Mstep: Class 46 contains 480 members 
Mstep: Class 47 contains 3985 members 
Mstep: Class 48 contains 3152 members 
Mstep: Class 49 contains 11895 members 
Mstep: Class 50 contains 19888 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100311736.000000 Penalty: 110644.859375
Iteration 209Q: 51 clusters Score -1.003117e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 7223 members 
Mstep: Class 2 contains 3000 members 
Mstep: Class 3 contains 13872 members 
Mstep: Class 4 contains 2396 members 
Mstep: Class 5 contains 2015 members 
Mstep: Class 6 contains 2020 members 
Mstep: Class 7 contains 74326 members 
Mstep: Class 8 contains 11127 members 
Mstep: Class 9 contains 44714 members 
Mstep: Class 10 contains 14218 members 
Mstep: Class 11 contains 42206 members 
Mstep: Class 12 contains 46904 members 
Mstep: Class 13 contains 31583 members 
Mstep: Class 14 contains 3265 members 
Mstep: Class 15 contains 12399 members 
Mstep: Class 16 contains 30305 members 
Mstep: Class 17 contains 14980 members 
Mstep: Class 18 contains 14056 members 
Mstep: Class 19 contains 26263 members 
Mstep: Class 20 contains 2000 members 
Mstep: Class 21 contains 13390 members 
Mstep: Class 22 contains 435 members 
Mstep: Class 23 contains 9573 members 
Mstep: Class 24 contains 8430 members 
Mstep: Class 25 contains 34063 members 
Mstep: Class 26 contains 6077 members 
Mstep: Class 27 contains 26542 members 
Mstep: Class 28 contains 25924 members 
Mstep: Class 29 contains 18943 members 
Mstep: Class 30 contains 4140 members 
Mstep: Class 31 contains 17811 members 
Mstep: Class 32 contains 4813 members 
Mstep: Class 33 contains 4061 members 
Mstep: Class 34 contains 2333 members 
Mstep: Class 35 contains 5252 members 
Mstep: Class 36 contains 3556 members 
Mstep: Class 37 contains 2766 members 
Mstep: Class 38 contains 2085 members 
Mstep: Class 39 contains 1041 members 
Mstep: Class 40 contains 22194 members 
Mstep: Class 41 contains 3183 members 
Mstep: Class 42 contains 4772 members 
Mstep: Class 43 contains 12704 members 
Mstep: Class 44 contains 5307 members 
Mstep: Class 45 contains 142908 members 
Mstep: Class 46 contains 480 members 
Mstep: Class 47 contains 3985 members 
Mstep: Class 48 contains 3152 members 
Mstep: Class 49 contains 11895 members 
Mstep: Class 50 contains 19888 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100311752.000000 Penalty: 110644.859375
Iteration 210Q: 51 clusters Score -1.003118e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 7223 members 
Mstep: Class 2 contains 3000 members 
Mstep: Class 3 contains 13872 members 
Mstep: Class 4 contains 2396 members 
Mstep: Class 5 contains 2016 members 
Mstep: Class 6 contains 2020 members 
Mstep: Class 7 contains 74325 members 
Mstep: Class 8 contains 11127 members 
Mstep: Class 9 contains 44714 members 
Mstep: Class 10 contains 14218 members 
Mstep: Class 11 contains 42206 members 
Mstep: Class 12 contains 46904 members 
Mstep: Class 13 contains 31583 members 
Mstep: Class 14 contains 3265 members 
Mstep: Class 15 contains 12399 members 
Mstep: Class 16 contains 30305 members 
Mstep: Class 17 contains 14980 members 
Mstep: Class 18 contains 14056 members 
Mstep: Class 19 contains 26263 members 
Mstep: Class 20 contains 2000 members 
Mstep: Class 21 contains 13390 members 
Mstep: Class 22 contains 435 members 
Mstep: Class 23 contains 9573 members 
Mstep: Class 24 contains 8430 members 
Mstep: Class 25 contains 34064 members 
Mstep: Class 26 contains 6077 members 
Mstep: Class 27 contains 26542 members 
Mstep: Class 28 contains 25924 members 
Mstep: Class 29 contains 18943 members 
Mstep: Class 30 contains 4140 members 
Mstep: Class 31 contains 17811 members 
Mstep: Class 32 contains 4813 members 
Mstep: Class 33 contains 4061 members 
Mstep: Class 34 contains 2333 members 
Mstep: Class 35 contains 5252 members 
Mstep: Class 36 contains 3555 members 
Mstep: Class 37 contains 2766 members 
Mstep: Class 38 contains 2085 members 
Mstep: Class 39 contains 1041 members 
Mstep: Class 40 contains 22194 members 
Mstep: Class 41 contains 3183 members 
Mstep: Class 42 contains 4772 members 
Mstep: Class 43 contains 12704 members 
Mstep: Class 44 contains 5307 members 
Mstep: Class 45 contains 142908 members 
Mstep: Class 46 contains 480 members 
Mstep: Class 47 contains 3985 members 
Mstep: Class 48 contains 3152 members 
Mstep: Class 49 contains 11895 members 
Mstep: Class 50 contains 19888 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100311728.000000 Penalty: 110644.859375
Iteration 211Q: 51 clusters Score -1.003117e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 7223 members 
Mstep: Class 2 contains 3000 members 
Mstep: Class 3 contains 13872 members 
Mstep: Class 4 contains 2396 members 
Mstep: Class 5 contains 2016 members 
Mstep: Class 6 contains 2020 members 
Mstep: Class 7 contains 74325 members 
Mstep: Class 8 contains 11127 members 
Mstep: Class 9 contains 44714 members 
Mstep: Class 10 contains 14218 members 
Mstep: Class 11 contains 42206 members 
Mstep: Class 12 contains 46904 members 
Mstep: Class 13 contains 31583 members 
Mstep: Class 14 contains 3265 members 
Mstep: Class 15 contains 12399 members 
Mstep: Class 16 contains 30305 members 
Mstep: Class 17 contains 14980 members 
Mstep: Class 18 contains 14056 members 
Mstep: Class 19 contains 26263 members 
Mstep: Class 20 contains 2000 members 
Mstep: Class 21 contains 13390 members 
Mstep: Class 22 contains 435 members 
Mstep: Class 23 contains 9573 members 
Mstep: Class 24 contains 8431 members 
Mstep: Class 25 contains 34063 members 
Mstep: Class 26 contains 6077 members 
Mstep: Class 27 contains 26542 members 
Mstep: Class 28 contains 25924 members 
Mstep: Class 29 contains 18943 members 
Mstep: Class 30 contains 4140 members 
Mstep: Class 31 contains 17811 members 
Mstep: Class 32 contains 4813 members 
Mstep: Class 33 contains 4061 members 
Mstep: Class 34 contains 2333 members 
Mstep: Class 35 contains 5252 members 
Mstep: Class 36 contains 3555 members 
Mstep: Class 37 contains 2766 members 
Mstep: Class 38 contains 2085 members 
Mstep: Class 39 contains 1041 members 
Mstep: Class 40 contains 22194 members 
Mstep: Class 41 contains 3183 members 
Mstep: Class 42 contains 4772 members 
Mstep: Class 43 contains 12704 members 
Mstep: Class 44 contains 5307 members 
Mstep: Class 45 contains 142908 members 
Mstep: Class 46 contains 480 members 
Mstep: Class 47 contains 3985 members 
Mstep: Class 48 contains 3152 members 
Mstep: Class 49 contains 11895 members 
Mstep: Class 50 contains 19888 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100311736.000000 Penalty: 110644.859375
Iteration 212Q: 51 clusters Score -1.003117e+08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 7223 members 
Mstep: Class 2 contains 3000 members 
Mstep: Class 3 contains 13872 members 
Mstep: Class 4 contains 2396 members 
Mstep: Class 5 contains 2016 members 
Mstep: Class 6 contains 2020 members 
Mstep: Class 7 contains 74325 members 
Mstep: Class 8 contains 11127 members 
Mstep: Class 9 contains 44714 members 
Mstep: Class 10 contains 14218 members 
Mstep: Class 11 contains 42206 members 
Mstep: Class 12 contains 46904 members 
Mstep: Class 13 contains 31583 members 
Mstep: Class 14 contains 3265 members 
Mstep: Class 15 contains 12399 members 
Mstep: Class 16 contains 30305 members 
Mstep: Class 17 contains 14980 members 
Mstep: Class 18 contains 14056 members 
Mstep: Class 19 contains 26263 members 
Mstep: Class 20 contains 2000 members 
Mstep: Class 21 contains 13390 members 
Mstep: Class 22 contains 435 members 
Mstep: Class 23 contains 9573 members 
Mstep: Class 24 contains 8431 members 
Mstep: Class 25 contains 34063 members 
Mstep: Class 26 contains 6077 members 
Mstep: Class 27 contains 26542 members 
Mstep: Class 28 contains 25924 members 
Mstep: Class 29 contains 18943 members 
Mstep: Class 30 contains 4140 members 
Mstep: Class 31 contains 17811 members 
Mstep: Class 32 contains 4813 members 
Mstep: Class 33 contains 4061 members 
Mstep: Class 34 contains 2333 members 
Mstep: Class 35 contains 5252 members 
Mstep: Class 36 contains 3555 members 
Mstep: Class 37 contains 2766 members 
Mstep: Class 38 contains 2085 members 
Mstep: Class 39 contains 1041 members 
Mstep: Class 40 contains 22194 members 
Mstep: Class 41 contains 3183 members 
Mstep: Class 42 contains 4772 members 
Mstep: Class 43 contains 12704 members 
Mstep: Class 44 contains 5307 members 
Mstep: Class 45 contains 142908 members 
Mstep: Class 46 contains 480 members 
Mstep: Class 47 contains 3985 members 
Mstep: Class 48 contains 3152 members 
Mstep: Class 49 contains 11895 members 
Mstep: Class 50 contains 19888 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100311736.000000 Penalty: 110644.859375
Iteration 213F: 51 clusters Score -1.003117e+08 nChanged 0
Entering ConstructFrom: 
Score: -100311736.000000 Penalty: 110644.859375
Entering ConstructFrom: 
Trying to split cluster 1 (7223 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7223 members 
Entering Unmasked Estep 
Score: -876183.500000 Penalty: 1443.816772
	Iteration 0F: 2 clusters Score -876183.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -870845.000000 Penalty: 2887.633545
	Iteration 0F: 3 clusters Score -870845 nChanged 3023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -872719.000000 Penalty: 2887.633545
	Iteration 1F: 3 clusters Score -872719 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -873169.437500 Penalty: 2887.633545
	Iteration 2F: 3 clusters Score -873169.4 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -873460.625000 Penalty: 2887.633545
	Iteration 3F: 3 clusters Score -873460.6 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -873661.750000 Penalty: 2887.633545
	Iteration 4F: 3 clusters Score -873661.8 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -873857.750000 Penalty: 2887.633545
	Iteration 5Q: 3 clusters Score -873857.8 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -874025.062500 Penalty: 2887.633545
	Iteration 6Q: 3 clusters Score -874025.1 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -874196.625000 Penalty: 2887.633545
	Iteration 7Q: 3 clusters Score -874196.6 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -874387.312500 Penalty: 2887.633545
	Iteration 8Q: 3 clusters Score -874387.3 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -874570.000000 Penalty: 2887.633545
	Iteration 9Q: 3 clusters Score -874570 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5370 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -874733.812500 Penalty: 2887.633545
	Iteration 10Q: 3 clusters Score -874733.8 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5537 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -874880.500000 Penalty: 2887.633545
	Iteration 11Q: 3 clusters Score -874880.5 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5664 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -874996.937500 Penalty: 2887.633545
	Iteration 12Q: 3 clusters Score -874996.9 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5760 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -875085.562500 Penalty: 2887.633545
	Iteration 13Q: 3 clusters Score -875085.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5846 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -875157.500000 Penalty: 2887.633545
	Iteration 14Q: 3 clusters Score -875157.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5901 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -875203.500000 Penalty: 2887.633545
	Iteration 15Q: 3 clusters Score -875203.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5946 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -875234.250000 Penalty: 2887.633545
	Iteration 16Q: 3 clusters Score -875234.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5985 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -875256.812500 Penalty: 2887.633545
	Iteration 17Q: 3 clusters Score -875256.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6016 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -875276.937500 Penalty: 2887.633545
	Iteration 18Q: 3 clusters Score -875276.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6047 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -875294.500000 Penalty: 2887.633545
	Iteration 19Q: 3 clusters Score -875294.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6069 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -875303.000000 Penalty: 2887.633545
	Iteration 20F: 3 clusters Score -875303 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6085 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -875312.812500 Penalty: 2887.633545
	Iteration 21Q: 3 clusters Score -875312.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6097 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -875321.437500 Penalty: 2887.633545
	Iteration 22Q: 3 clusters Score -875321.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6110 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -875328.750000 Penalty: 2887.633545
	Iteration 23Q: 3 clusters Score -875328.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6119 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -875334.937500 Penalty: 2887.633545
	Iteration 24Q: 3 clusters Score -875334.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6129 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -875336.187500 Penalty: 2887.633545
	Iteration 25Q: 3 clusters Score -875336.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6135 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -875339.625000 Penalty: 2887.633545
	Iteration 26Q: 3 clusters Score -875339.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6147 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -875342.750000 Penalty: 2887.633545
	Iteration 27Q: 3 clusters Score -875342.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6151 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -875343.812500 Penalty: 2887.633545
	Iteration 28Q: 3 clusters Score -875343.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6154 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -875346.687500 Penalty: 2887.633545
	Iteration 29Q: 3 clusters Score -875346.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6157 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -875349.750000 Penalty: 2887.633545
	Iteration 30Q: 3 clusters Score -875349.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6168 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -875353.750000 Penalty: 2887.633545
	Iteration 31Q: 3 clusters Score -875353.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6180 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -875355.750000 Penalty: 2887.633545
	Iteration 32Q: 3 clusters Score -875355.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6181 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -875358.875000 Penalty: 2887.633545
	Iteration 33Q: 3 clusters Score -875358.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6189 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -875362.187500 Penalty: 2887.633545
	Iteration 34Q: 3 clusters Score -875362.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6193 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -875362.625000 Penalty: 2887.633545
	Iteration 35Q: 3 clusters Score -875362.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6192 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -875363.187500 Penalty: 2887.633545
	Iteration 36Q: 3 clusters Score -875363.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6193 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -875364.187500 Penalty: 2887.633545
	Iteration 37Q: 3 clusters Score -875364.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6195 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -875366.062500 Penalty: 2887.633545
	Iteration 38Q: 3 clusters Score -875366.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6197 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -875366.062500 Penalty: 2887.633545
	Iteration 39Q: 3 clusters Score -875366.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6197 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -875366.062500 Penalty: 2887.633545
	Iteration 40F: 3 clusters Score -875366.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (3000 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Entering Unmasked Estep 
Score: -362942.000000 Penalty: 1301.034790
	Iteration 0F: 2 clusters Score -362942 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -360259.343750 Penalty: 2602.069580
	Iteration 0F: 3 clusters Score -360259.3 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -360887.656250 Penalty: 2602.069580
	Iteration 1F: 3 clusters Score -360887.7 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -361012.531250 Penalty: 2602.069580
	Iteration 2F: 3 clusters Score -361012.5 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -361092.718750 Penalty: 2602.069580
	Iteration 3Q: 3 clusters Score -361092.7 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -361151.250000 Penalty: 2602.069580
	Iteration 4Q: 3 clusters Score -361151.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -361206.500000 Penalty: 2602.069580
	Iteration 5Q: 3 clusters Score -361206.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -361262.437500 Penalty: 2602.069580
	Iteration 6Q: 3 clusters Score -361262.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -361325.937500 Penalty: 2602.069580
	Iteration 7Q: 3 clusters Score -361325.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -361373.875000 Penalty: 2602.069580
	Iteration 8Q: 3 clusters Score -361373.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -361434.562500 Penalty: 2602.069580
	Iteration 9Q: 3 clusters Score -361434.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -361489.968750 Penalty: 2602.069580
	Iteration 10Q: 3 clusters Score -361490 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -361547.250000 Penalty: 2602.069580
	Iteration 11Q: 3 clusters Score -361547.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -361609.343750 Penalty: 2602.069580
	Iteration 12Q: 3 clusters Score -361609.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -361693.781250 Penalty: 2602.069580
	Iteration 13Q: 3 clusters Score -361693.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -361802.281250 Penalty: 2602.069580
	Iteration 14Q: 3 clusters Score -361802.3 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -361913.625000 Penalty: 2602.069580
	Iteration 15Q: 3 clusters Score -361913.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -362043.468750 Penalty: 2602.069580
	Iteration 16Q: 3 clusters Score -362043.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -362174.468750 Penalty: 2602.069580
	Iteration 17Q: 3 clusters Score -362174.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -362273.906250 Penalty: 2602.069580
	Iteration 18Q: 3 clusters Score -362273.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -362343.343750 Penalty: 2602.069580
	Iteration 19Q: 3 clusters Score -362343.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -362392.593750 Penalty: 2602.069580
	Iteration 20F: 3 clusters Score -362392.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -362420.968750 Penalty: 2602.069580
	Iteration 21Q: 3 clusters Score -362421 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -362447.875000 Penalty: 2602.069580
	Iteration 22Q: 3 clusters Score -362447.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -362471.562500 Penalty: 2602.069580
	Iteration 23Q: 3 clusters Score -362471.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -362485.968750 Penalty: 2602.069580
	Iteration 24Q: 3 clusters Score -362486 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -362492.875000 Penalty: 2602.069580
	Iteration 25Q: 3 clusters Score -362492.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -362496.750000 Penalty: 2602.069580
	Iteration 26Q: 3 clusters Score -362496.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -362499.812500 Penalty: 2602.069580
	Iteration 27Q: 3 clusters Score -362499.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -362505.812500 Penalty: 2602.069580
	Iteration 28Q: 3 clusters Score -362505.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -362508.468750 Penalty: 2602.069580
	Iteration 29Q: 3 clusters Score -362508.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -362512.000000 Penalty: 2602.069580
	Iteration 30Q: 3 clusters Score -362512 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -362515.812500 Penalty: 2602.069580
	Iteration 31Q: 3 clusters Score -362515.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -362523.062500 Penalty: 2602.069580
	Iteration 32Q: 3 clusters Score -362523.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -362534.562500 Penalty: 2602.069580
	Iteration 33Q: 3 clusters Score -362534.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -362554.937500 Penalty: 2602.069580
	Iteration 34Q: 3 clusters Score -362554.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -362577.875000 Penalty: 2602.069580
	Iteration 35Q: 3 clusters Score -362577.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -362601.718750 Penalty: 2602.069580
	Iteration 36Q: 3 clusters Score -362601.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -362618.218750 Penalty: 2602.069580
	Iteration 37Q: 3 clusters Score -362618.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -362625.250000 Penalty: 2602.069580
	Iteration 38Q: 3 clusters Score -362625.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -362627.437500 Penalty: 2602.069580
	Iteration 39Q: 3 clusters Score -362627.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -362628.406250 Penalty: 2602.069580
	Iteration 40F: 3 clusters Score -362628.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (13872 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13872 members 
Entering Unmasked Estep 
Score: -1610932.750000 Penalty: 1549.864624
	Iteration 0F: 2 clusters Score -1610933 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6941 members 
Mstep: Class 2 contains 6931 members 
Entering Unmasked Estep 
Score: -1601226.625000 Penalty: 3099.729248
	Iteration 0F: 3 clusters Score -1601227 nChanged 6241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7340 members 
Mstep: Class 2 contains 6532 members 
Entering Unmasked Estep 
Score: -1604952.250000 Penalty: 3099.729248
	Iteration 1F: 3 clusters Score -1604952 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7561 members 
Mstep: Class 2 contains 6311 members 
Entering Unmasked Estep 
Score: -1605565.125000 Penalty: 3099.729248
	Iteration 2F: 3 clusters Score -1605565 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7799 members 
Mstep: Class 2 contains 6073 members 
Entering Unmasked Estep 
Score: -1606111.875000 Penalty: 3099.729248
	Iteration 3F: 3 clusters Score -1606112 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8062 members 
Mstep: Class 2 contains 5810 members 
Entering Unmasked Estep 
Score: -1606567.500000 Penalty: 3099.729248
	Iteration 4F: 3 clusters Score -1606568 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8368 members 
Mstep: Class 2 contains 5504 members 
Entering Unmasked Estep 
Score: -1606915.375000 Penalty: 3099.729248
	Iteration 5F: 3 clusters Score -1606915 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8696 members 
Mstep: Class 2 contains 5176 members 
Entering Unmasked Estep 
Score: -1607154.250000 Penalty: 3099.729248
	Iteration 6Q: 3 clusters Score -1607154 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9019 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -1607363.625000 Penalty: 3099.729248
	Iteration 7Q: 3 clusters Score -1607364 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9398 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -1607559.250000 Penalty: 3099.729248
	Iteration 8Q: 3 clusters Score -1607559 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9797 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -1607762.375000 Penalty: 3099.729248
	Iteration 9Q: 3 clusters Score -1607762 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10220 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -1607991.625000 Penalty: 3099.729248
	Iteration 10Q: 3 clusters Score -1607992 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10661 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -1608256.125000 Penalty: 3099.729248
	Iteration 11Q: 3 clusters Score -1608256 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11063 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -1608486.875000 Penalty: 3099.729248
	Iteration 12Q: 3 clusters Score -1608487 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11428 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -1608709.250000 Penalty: 3099.729248
	Iteration 13Q: 3 clusters Score -1608709 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11759 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -1608894.750000 Penalty: 3099.729248
	Iteration 14Q: 3 clusters Score -1608895 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12034 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -1609050.250000 Penalty: 3099.729248
	Iteration 15Q: 3 clusters Score -1609050 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12278 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -1609196.250000 Penalty: 3099.729248
	Iteration 16Q: 3 clusters Score -1609196 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12476 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -1609314.625000 Penalty: 3099.729248
	Iteration 17Q: 3 clusters Score -1609315 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12626 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -1609420.875000 Penalty: 3099.729248
	Iteration 18Q: 3 clusters Score -1609421 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12745 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -1609502.250000 Penalty: 3099.729248
	Iteration 19Q: 3 clusters Score -1609502 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12838 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -1609565.375000 Penalty: 3099.729248
	Iteration 20F: 3 clusters Score -1609565 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12905 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -1609620.750000 Penalty: 3099.729248
	Iteration 21Q: 3 clusters Score -1609621 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12962 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -1609678.375000 Penalty: 3099.729248
	Iteration 22Q: 3 clusters Score -1609678 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13005 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -1609731.375000 Penalty: 3099.729248
	Iteration 23Q: 3 clusters Score -1609731 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13035 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -1609800.125000 Penalty: 3099.729248
	Iteration 24Q: 3 clusters Score -1609800 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13057 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -1609832.125000 Penalty: 3099.729248
	Iteration 25Q: 3 clusters Score -1609832 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13081 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -1609868.000000 Penalty: 3099.729248
	Iteration 26Q: 3 clusters Score -1609868 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13100 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -1609893.875000 Penalty: 3099.729248
	Iteration 27Q: 3 clusters Score -1609894 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13113 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -1609917.625000 Penalty: 3099.729248
	Iteration 28Q: 3 clusters Score -1609918 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13128 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -1609945.750000 Penalty: 3099.729248
	Iteration 29Q: 3 clusters Score -1609946 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13143 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -1609964.250000 Penalty: 3099.729248
	Iteration 30Q: 3 clusters Score -1609964 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13160 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -1609979.000000 Penalty: 3099.729248
	Iteration 31Q: 3 clusters Score -1609979 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13171 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -1609996.375000 Penalty: 3099.729248
	Iteration 32Q: 3 clusters Score -1609996 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13170 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -1610009.125000 Penalty: 3099.729248
	Iteration 33Q: 3 clusters Score -1610009 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13178 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -1610014.500000 Penalty: 3099.729248
	Iteration 34Q: 3 clusters Score -1610014 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13180 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -1610016.250000 Penalty: 3099.729248
	Iteration 35Q: 3 clusters Score -1610016 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13176 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -1610022.000000 Penalty: 3099.729248
	Iteration 36Q: 3 clusters Score -1610022 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13171 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -1610025.375000 Penalty: 3099.729248
	Iteration 37Q: 3 clusters Score -1610025 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13169 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -1610025.000000 Penalty: 3099.729248
	Iteration 38Q: 3 clusters Score -1610025 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13170 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -1610027.000000 Penalty: 3099.729248
	Iteration 39Q: 3 clusters Score -1610027 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13170 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -1610026.875000 Penalty: 3099.729248
	Iteration 40F: 3 clusters Score -1610027 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13169 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -1610027.125000 Penalty: 3099.729248
	Iteration 41Q: 3 clusters Score -1610027 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13169 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -1610027.125000 Penalty: 3099.729248
	Iteration 42F: 3 clusters Score -1610027 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (2396 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Entering Unmasked Estep 
Score: -285710.625000 Penalty: 1264.502930
	Iteration 0F: 2 clusters Score -285710.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -283452.000000 Penalty: 2529.005859
	Iteration 0F: 3 clusters Score -283452 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -284137.531250 Penalty: 2529.005859
	Iteration 1F: 3 clusters Score -284137.5 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -284391.625000 Penalty: 2529.005859
	Iteration 2F: 3 clusters Score -284391.6 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -284592.937500 Penalty: 2529.005859
	Iteration 3F: 3 clusters Score -284592.9 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -284723.156250 Penalty: 2529.005859
	Iteration 4F: 3 clusters Score -284723.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -284805.875000 Penalty: 2529.005859
	Iteration 5Q: 3 clusters Score -284805.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -284875.375000 Penalty: 2529.005859
	Iteration 6Q: 3 clusters Score -284875.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -284924.125000 Penalty: 2529.005859
	Iteration 7Q: 3 clusters Score -284924.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -284952.812500 Penalty: 2529.005859
	Iteration 8Q: 3 clusters Score -284952.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -284975.000000 Penalty: 2529.005859
	Iteration 9Q: 3 clusters Score -284975 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -284992.562500 Penalty: 2529.005859
	Iteration 10Q: 3 clusters Score -284992.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -285010.156250 Penalty: 2529.005859
	Iteration 11Q: 3 clusters Score -285010.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -285024.625000 Penalty: 2529.005859
	Iteration 12Q: 3 clusters Score -285024.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -285031.843750 Penalty: 2529.005859
	Iteration 13Q: 3 clusters Score -285031.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -285038.312500 Penalty: 2529.005859
	Iteration 14Q: 3 clusters Score -285038.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -285041.468750 Penalty: 2529.005859
	Iteration 15Q: 3 clusters Score -285041.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -285044.718750 Penalty: 2529.005859
	Iteration 16Q: 3 clusters Score -285044.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -285047.250000 Penalty: 2529.005859
	Iteration 17Q: 3 clusters Score -285047.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -285052.437500 Penalty: 2529.005859
	Iteration 18Q: 3 clusters Score -285052.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -285056.937500 Penalty: 2529.005859
	Iteration 19Q: 3 clusters Score -285056.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -285061.218750 Penalty: 2529.005859
	Iteration 20F: 3 clusters Score -285061.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -285065.531250 Penalty: 2529.005859
	Iteration 21Q: 3 clusters Score -285065.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -285069.687500 Penalty: 2529.005859
	Iteration 22Q: 3 clusters Score -285069.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -285075.375000 Penalty: 2529.005859
	Iteration 23Q: 3 clusters Score -285075.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -285079.031250 Penalty: 2529.005859
	Iteration 24Q: 3 clusters Score -285079 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -285082.437500 Penalty: 2529.005859
	Iteration 25Q: 3 clusters Score -285082.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -285084.375000 Penalty: 2529.005859
	Iteration 26Q: 3 clusters Score -285084.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -285088.125000 Penalty: 2529.005859
	Iteration 27Q: 3 clusters Score -285088.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -285093.687500 Penalty: 2529.005859
	Iteration 28Q: 3 clusters Score -285093.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -285096.312500 Penalty: 2529.005859
	Iteration 29Q: 3 clusters Score -285096.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -285097.781250 Penalty: 2529.005859
	Iteration 30Q: 3 clusters Score -285097.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -285100.468750 Penalty: 2529.005859
	Iteration 31Q: 3 clusters Score -285100.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -285100.500000 Penalty: 2529.005859
	Iteration 32Q: 3 clusters Score -285100.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -285101.187500 Penalty: 2529.005859
	Iteration 33Q: 3 clusters Score -285101.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -285101.187500 Penalty: 2529.005859
	Iteration 34F: 3 clusters Score -285101.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (2016 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Entering Unmasked Estep 
Score: -253161.171875 Penalty: 1236.441406
	Iteration 0F: 2 clusters Score -253161.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -251076.234375 Penalty: 2472.882812
	Iteration 0F: 3 clusters Score -251076.2 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -251519.781250 Penalty: 2472.882812
	Iteration 1F: 3 clusters Score -251519.8 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -251621.578125 Penalty: 2472.882812
	Iteration 2F: 3 clusters Score -251621.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -251674.250000 Penalty: 2472.882812
	Iteration 3Q: 3 clusters Score -251674.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -251718.859375 Penalty: 2472.882812
	Iteration 4Q: 3 clusters Score -251718.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -251742.140625 Penalty: 2472.882812
	Iteration 5Q: 3 clusters Score -251742.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -251752.593750 Penalty: 2472.882812
	Iteration 6Q: 3 clusters Score -251752.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -251756.906250 Penalty: 2472.882812
	Iteration 7Q: 3 clusters Score -251756.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -251762.921875 Penalty: 2472.882812
	Iteration 8Q: 3 clusters Score -251762.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -251766.875000 Penalty: 2472.882812
	Iteration 9Q: 3 clusters Score -251766.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -251770.468750 Penalty: 2472.882812
	Iteration 10Q: 3 clusters Score -251770.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -251773.046875 Penalty: 2472.882812
	Iteration 11Q: 3 clusters Score -251773 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -251778.890625 Penalty: 2472.882812
	Iteration 12Q: 3 clusters Score -251778.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -251785.703125 Penalty: 2472.882812
	Iteration 13Q: 3 clusters Score -251785.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -251791.906250 Penalty: 2472.882812
	Iteration 14Q: 3 clusters Score -251791.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -251798.109375 Penalty: 2472.882812
	Iteration 15Q: 3 clusters Score -251798.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -251803.062500 Penalty: 2472.882812
	Iteration 16Q: 3 clusters Score -251803.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -251805.765625 Penalty: 2472.882812
	Iteration 17Q: 3 clusters Score -251805.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -251807.156250 Penalty: 2472.882812
	Iteration 18Q: 3 clusters Score -251807.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -251808.046875 Penalty: 2472.882812
	Iteration 19Q: 3 clusters Score -251808 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -251808.953125 Penalty: 2472.882812
	Iteration 20F: 3 clusters Score -251809 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -251809.187500 Penalty: 2472.882812
	Iteration 21Q: 3 clusters Score -251809.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -251809.406250 Penalty: 2472.882812
	Iteration 22Q: 3 clusters Score -251809.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -251809.578125 Penalty: 2472.882812
	Iteration 23Q: 3 clusters Score -251809.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -251810.703125 Penalty: 2472.882812
	Iteration 24Q: 3 clusters Score -251810.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -251811.265625 Penalty: 2472.882812
	Iteration 25Q: 3 clusters Score -251811.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -251812.187500 Penalty: 2472.882812
	Iteration 26Q: 3 clusters Score -251812.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -251813.046875 Penalty: 2472.882812
	Iteration 27Q: 3 clusters Score -251813 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -251815.125000 Penalty: 2472.882812
	Iteration 28Q: 3 clusters Score -251815.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -251816.921875 Penalty: 2472.882812
	Iteration 29Q: 3 clusters Score -251816.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -251817.984375 Penalty: 2472.882812
	Iteration 30Q: 3 clusters Score -251818 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -251819.296875 Penalty: 2472.882812
	Iteration 31Q: 3 clusters Score -251819.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -251820.421875 Penalty: 2472.882812
	Iteration 32Q: 3 clusters Score -251820.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -251822.500000 Penalty: 2472.882812
	Iteration 33Q: 3 clusters Score -251822.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -251822.437500 Penalty: 2472.882812
	Iteration 34Q: 3 clusters Score -251822.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -251822.437500 Penalty: 2472.882812
	Iteration 35F: 3 clusters Score -251822.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (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: -231953.703125 Penalty: 1236.763550
	Iteration 0F: 2 clusters Score -231953.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -229953.703125 Penalty: 2473.527100
	Iteration 0F: 3 clusters Score -229953.7 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -230908.390625 Penalty: 2473.527100
	Iteration 1F: 3 clusters Score -230908.4 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -231397.937500 Penalty: 2473.527100
	Iteration 2F: 3 clusters Score -231397.9 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -231756.765625 Penalty: 2473.527100
	Iteration 3F: 3 clusters Score -231756.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -232000.093750 Penalty: 2473.527100
	Iteration 4F: 3 clusters Score -232000.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -232136.781250 Penalty: 2473.527100
	Iteration 5Q: 3 clusters Score -232136.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -232192.359375 Penalty: 2473.527100
	Iteration 6Q: 3 clusters Score -232192.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -232214.593750 Penalty: 2473.527100
	Iteration 7Q: 3 clusters Score -232214.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -232224.171875 Penalty: 2473.527100
	Iteration 8Q: 3 clusters Score -232224.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -232227.375000 Penalty: 2473.527100
	Iteration 9Q: 3 clusters Score -232227.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -232230.375000 Penalty: 2473.527100
	Iteration 10Q: 3 clusters Score -232230.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -232233.640625 Penalty: 2473.527100
	Iteration 11Q: 3 clusters Score -232233.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -232234.796875 Penalty: 2473.527100
	Iteration 12Q: 3 clusters Score -232234.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -232236.921875 Penalty: 2473.527100
	Iteration 13Q: 3 clusters Score -232236.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -232238.234375 Penalty: 2473.527100
	Iteration 14Q: 3 clusters Score -232238.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -232242.734375 Penalty: 2473.527100
	Iteration 15Q: 3 clusters Score -232242.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -232246.718750 Penalty: 2473.527100
	Iteration 16Q: 3 clusters Score -232246.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -232249.218750 Penalty: 2473.527100
	Iteration 17Q: 3 clusters Score -232249.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -232252.390625 Penalty: 2473.527100
	Iteration 18Q: 3 clusters Score -232252.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -232254.375000 Penalty: 2473.527100
	Iteration 19Q: 3 clusters Score -232254.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -232255.453125 Penalty: 2473.527100
	Iteration 20F: 3 clusters Score -232255.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -232256.265625 Penalty: 2473.527100
	Iteration 21Q: 3 clusters Score -232256.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -232257.015625 Penalty: 2473.527100
	Iteration 22Q: 3 clusters Score -232257 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -232257.375000 Penalty: 2473.527100
	Iteration 23Q: 3 clusters Score -232257.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -232257.375000 Penalty: 2473.527100
	Iteration 24F: 3 clusters Score -232257.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 7223 members 
Mstep: Class 2 contains 3000 members 
Mstep: Class 3 contains 13872 members 
Mstep: Class 4 contains 2396 members 
Mstep: Class 5 contains 2016 members 
Mstep: Class 6 contains 666 members 
Mstep: Class 7 contains 74325 members 
Mstep: Class 8 contains 11127 members 
Mstep: Class 9 contains 44714 members 
Mstep: Class 10 contains 14218 members 
Mstep: Class 11 contains 42206 members 
Mstep: Class 12 contains 46904 members 
Mstep: Class 13 contains 31583 members 
Mstep: Class 14 contains 3265 members 
Mstep: Class 15 contains 12399 members 
Mstep: Class 16 contains 30305 members 
Mstep: Class 17 contains 14980 members 
Mstep: Class 18 contains 14056 members 
Mstep: Class 19 contains 26263 members 
Mstep: Class 20 contains 2000 members 
Mstep: Class 21 contains 13390 members 
Mstep: Class 22 contains 435 members 
Mstep: Class 23 contains 9573 members 
Mstep: Class 24 contains 8431 members 
Mstep: Class 25 contains 34063 members 
Mstep: Class 26 contains 6077 members 
Mstep: Class 27 contains 26542 members 
Mstep: Class 28 contains 25924 members 
Mstep: Class 29 contains 18943 members 
Mstep: Class 30 contains 4140 members 
Mstep: Class 31 contains 17811 members 
Mstep: Class 32 contains 4813 members 
Mstep: Class 33 contains 4061 members 
Mstep: Class 34 contains 2333 members 
Mstep: Class 35 contains 5252 members 
Mstep: Class 36 contains 3555 members 
Mstep: Class 37 contains 2766 members 
Mstep: Class 38 contains 2085 members 
Mstep: Class 39 contains 1041 members 
Mstep: Class 40 contains 22194 members 
Mstep: Class 41 contains 3183 members 
Mstep: Class 42 contains 4772 members 
Mstep: Class 43 contains 12704 members 
Mstep: Class 44 contains 5307 members 
Mstep: Class 45 contains 142908 members 
Mstep: Class 46 contains 480 members 
Mstep: Class 47 contains 3985 members 
Mstep: Class 48 contains 3152 members 
Mstep: Class 49 contains 11895 members 
Mstep: Class 50 contains 19888 members 
Mstep: Class 51 contains 1354 members 
Entering Unmasked Estep 
Score: -100311072.000000 Penalty: 112857.750000
Splitting cluster 6 changes total score from -100311736.000000 to -100311072.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (74325 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74325 members 
Entering Unmasked Estep 
Score: -9439635.000000 Penalty: 1822.632935
	Iteration 0F: 2 clusters Score -9439635 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37142 members 
Mstep: Class 2 contains 37183 members 
Entering Unmasked Estep 
Score: -9390037.000000 Penalty: 3645.265869
	Iteration 0F: 3 clusters Score -9390037 nChanged 35165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36537 members 
Mstep: Class 2 contains 37788 members 
Entering Unmasked Estep 
Score: -9410100.000000 Penalty: 3645.265869
	Iteration 1F: 3 clusters Score -9410100 nChanged 2661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36206 members 
Mstep: Class 2 contains 38119 members 
Entering Unmasked Estep 
Score: -9410797.000000 Penalty: 3645.265869
	Iteration 2Q: 3 clusters Score -9410797 nChanged 2579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35687 members 
Mstep: Class 2 contains 38638 members 
Entering Unmasked Estep 
Score: -9411412.000000 Penalty: 3645.265869
	Iteration 3Q: 3 clusters Score -9411412 nChanged 2597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34834 members 
Mstep: Class 2 contains 39491 members 
Entering Unmasked Estep 
Score: -9412099.000000 Penalty: 3645.265869
	Iteration 4Q: 3 clusters Score -9412099 nChanged 2738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33624 members 
Mstep: Class 2 contains 40701 members 
Entering Unmasked Estep 
Score: -9412956.000000 Penalty: 3645.265869
	Iteration 5Q: 3 clusters Score -9412956 nChanged 3026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31886 members 
Mstep: Class 2 contains 42439 members 
Entering Unmasked Estep 
Score: -9414005.000000 Penalty: 3645.265869
	Iteration 6Q: 3 clusters Score -9414005 nChanged 3519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29453 members 
Mstep: Class 2 contains 44872 members 
Entering Unmasked Estep 
Score: -9415580.000000 Penalty: 3645.265869
	Iteration 7Q: 3 clusters Score -9415580 nChanged 4054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26297 members 
Mstep: Class 2 contains 48028 members 
Entering Unmasked Estep 
Score: -9417761.000000 Penalty: 3645.265869
	Iteration 8F: 3 clusters Score -9417761 nChanged 4388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22589 members 
Mstep: Class 2 contains 51736 members 
Entering Unmasked Estep 
Score: -9420537.000000 Penalty: 3645.265869
	Iteration 9F: 3 clusters Score -9420537 nChanged 4467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18492 members 
Mstep: Class 2 contains 55833 members 
Entering Unmasked Estep 
Score: -9423700.000000 Penalty: 3645.265869
	Iteration 10F: 3 clusters Score -9423700 nChanged 4189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14445 members 
Mstep: Class 2 contains 59880 members 
Entering Unmasked Estep 
Score: -9426848.000000 Penalty: 3645.265869
	Iteration 11F: 3 clusters Score -9426848 nChanged 3700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10791 members 
Mstep: Class 2 contains 63534 members 
Entering Unmasked Estep 
Score: -9429748.000000 Penalty: 3645.265869
	Iteration 12Q: 3 clusters Score -9429748 nChanged 2980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7823 members 
Mstep: Class 2 contains 66502 members 
Entering Unmasked Estep 
Score: -9432131.000000 Penalty: 3645.265869
	Iteration 13Q: 3 clusters Score -9432131 nChanged 2261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5570 members 
Mstep: Class 2 contains 68755 members 
Entering Unmasked Estep 
Score: -9433920.000000 Penalty: 3645.265869
	Iteration 14Q: 3 clusters Score -9433920 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 70473 members 
Entering Unmasked Estep 
Score: -9435243.000000 Penalty: 3645.265869
	Iteration 15Q: 3 clusters Score -9435243 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 71695 members 
Entering Unmasked Estep 
Score: -9436257.000000 Penalty: 3645.265869
	Iteration 16Q: 3 clusters Score -9436257 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 72546 members 
Entering Unmasked Estep 
Score: -9436925.000000 Penalty: 3645.265869
	Iteration 17Q: 3 clusters Score -9436925 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 73085 members 
Entering Unmasked Estep 
Score: -9437299.000000 Penalty: 3645.265869
	Iteration 18Q: 3 clusters Score -9437299 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 73430 members 
Entering Unmasked Estep 
Score: -9437570.000000 Penalty: 3645.265869
	Iteration 19Q: 3 clusters Score -9437570 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 73659 members 
Entering Unmasked Estep 
Score: -9437719.000000 Penalty: 3645.265869
	Iteration 20F: 3 clusters Score -9437719 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 73797 members 
Entering Unmasked Estep 
Score: -9437824.000000 Penalty: 3645.265869
	Iteration 21Q: 3 clusters Score -9437824 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 73885 members 
Entering Unmasked Estep 
Score: -9437913.000000 Penalty: 3645.265869
	Iteration 22Q: 3 clusters Score -9437913 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 73932 members 
Entering Unmasked Estep 
Score: -9437947.000000 Penalty: 3645.265869
	Iteration 23Q: 3 clusters Score -9437947 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 73963 members 
Entering Unmasked Estep 
Score: -9437989.000000 Penalty: 3645.265869
	Iteration 24Q: 3 clusters Score -9437989 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 73990 members 
Entering Unmasked Estep 
Score: -9437999.000000 Penalty: 3645.265869
	Iteration 25Q: 3 clusters Score -9437999 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 74005 members 
Entering Unmasked Estep 
Score: -9438024.000000 Penalty: 3645.265869
	Iteration 26Q: 3 clusters Score -9438024 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 74019 members 
Entering Unmasked Estep 
Score: -9438039.000000 Penalty: 3645.265869
	Iteration 27Q: 3 clusters Score -9438039 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 74027 members 
Entering Unmasked Estep 
Score: -9438059.000000 Penalty: 3645.265869
	Iteration 28Q: 3 clusters Score -9438059 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 74031 members 
Entering Unmasked Estep 
Score: -9438060.000000 Penalty: 3645.265869
	Iteration 29Q: 3 clusters Score -9438060 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 74032 members 
Entering Unmasked Estep 
Score: -9438063.000000 Penalty: 3645.265869
	Iteration 30Q: 3 clusters Score -9438063 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 74034 members 
Entering Unmasked Estep 
Score: -9438064.000000 Penalty: 3645.265869
	Iteration 31Q: 3 clusters Score -9438064 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 74036 members 
Entering Unmasked Estep 
Score: -9438066.000000 Penalty: 3645.265869
	Iteration 32Q: 3 clusters Score -9438066 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 74037 members 
Entering Unmasked Estep 
Score: -9438063.000000 Penalty: 3645.265869
	Iteration 33Q: 3 clusters Score -9438063 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 74037 members 
Entering Unmasked Estep 
Score: -9438071.000000 Penalty: 3645.265869
	Iteration 34Q: 3 clusters Score -9438071 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 74037 members 
Entering Unmasked Estep 
Score: -9438071.000000 Penalty: 3645.265869
	Iteration 35F: 3 clusters Score -9438071 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (11127 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11127 members 
Entering Unmasked Estep 
Score: -1300977.250000 Penalty: 1514.033691
	Iteration 0F: 2 clusters Score -1300977 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5609 members 
Mstep: Class 2 contains 5518 members 
Entering Unmasked Estep 
Score: -1293080.250000 Penalty: 3028.067383
	Iteration 0F: 3 clusters Score -1293080 nChanged 4884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Mstep: Class 2 contains 5388 members 
Entering Unmasked Estep 
Score: -1295938.750000 Penalty: 3028.067383
	Iteration 1F: 3 clusters Score -1295939 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5822 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -1296598.250000 Penalty: 3028.067383
	Iteration 2F: 3 clusters Score -1296598 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5921 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -1297177.875000 Penalty: 3028.067383
	Iteration 3F: 3 clusters Score -1297178 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6038 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -1297663.625000 Penalty: 3028.067383
	Iteration 4F: 3 clusters Score -1297664 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6155 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -1298012.000000 Penalty: 3028.067383
	Iteration 5F: 3 clusters Score -1298012 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6250 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -1298269.375000 Penalty: 3028.067383
	Iteration 6Q: 3 clusters Score -1298269 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6365 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -1298463.750000 Penalty: 3028.067383
	Iteration 7Q: 3 clusters Score -1298464 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6463 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -1298598.375000 Penalty: 3028.067383
	Iteration 8Q: 3 clusters Score -1298598 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6569 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -1298697.875000 Penalty: 3028.067383
	Iteration 9Q: 3 clusters Score -1298698 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6703 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -1298800.875000 Penalty: 3028.067383
	Iteration 10Q: 3 clusters Score -1298801 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6860 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -1298891.625000 Penalty: 3028.067383
	Iteration 11Q: 3 clusters Score -1298892 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7020 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -1298980.625000 Penalty: 3028.067383
	Iteration 12Q: 3 clusters Score -1298981 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7172 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -1299041.875000 Penalty: 3028.067383
	Iteration 13Q: 3 clusters Score -1299042 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7317 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -1299098.750000 Penalty: 3028.067383
	Iteration 14Q: 3 clusters Score -1299099 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7453 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -1299149.500000 Penalty: 3028.067383
	Iteration 15Q: 3 clusters Score -1299150 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7586 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -1299194.875000 Penalty: 3028.067383
	Iteration 16Q: 3 clusters Score -1299195 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7701 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -1299228.250000 Penalty: 3028.067383
	Iteration 17Q: 3 clusters Score -1299228 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7792 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -1299256.375000 Penalty: 3028.067383
	Iteration 18Q: 3 clusters Score -1299256 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7898 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -1299289.250000 Penalty: 3028.067383
	Iteration 19Q: 3 clusters Score -1299289 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8021 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -1299329.125000 Penalty: 3028.067383
	Iteration 20F: 3 clusters Score -1299329 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8118 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -1299360.625000 Penalty: 3028.067383
	Iteration 21Q: 3 clusters Score -1299361 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8210 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -1299389.125000 Penalty: 3028.067383
	Iteration 22Q: 3 clusters Score -1299389 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8294 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -1299414.875000 Penalty: 3028.067383
	Iteration 23Q: 3 clusters Score -1299415 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8367 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -1299430.625000 Penalty: 3028.067383
	Iteration 24Q: 3 clusters Score -1299431 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8445 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -1299458.250000 Penalty: 3028.067383
	Iteration 25Q: 3 clusters Score -1299458 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8531 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -1299481.375000 Penalty: 3028.067383
	Iteration 26Q: 3 clusters Score -1299481 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8606 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -1299501.500000 Penalty: 3028.067383
	Iteration 27Q: 3 clusters Score -1299502 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8676 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -1299526.250000 Penalty: 3028.067383
	Iteration 28Q: 3 clusters Score -1299526 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8751 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -1299552.000000 Penalty: 3028.067383
	Iteration 29Q: 3 clusters Score -1299552 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8822 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -1299571.500000 Penalty: 3028.067383
	Iteration 30Q: 3 clusters Score -1299572 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8892 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -1299592.375000 Penalty: 3028.067383
	Iteration 31Q: 3 clusters Score -1299592 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8964 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -1299606.500000 Penalty: 3028.067383
	Iteration 32Q: 3 clusters Score -1299606 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9029 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -1299624.000000 Penalty: 3028.067383
	Iteration 33Q: 3 clusters Score -1299624 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9083 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -1299640.125000 Penalty: 3028.067383
	Iteration 34Q: 3 clusters Score -1299640 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9135 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -1299650.500000 Penalty: 3028.067383
	Iteration 35Q: 3 clusters Score -1299650 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9192 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -1299672.000000 Penalty: 3028.067383
	Iteration 36Q: 3 clusters Score -1299672 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9246 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -1299687.000000 Penalty: 3028.067383
	Iteration 37Q: 3 clusters Score -1299687 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9287 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -1299699.750000 Penalty: 3028.067383
	Iteration 38Q: 3 clusters Score -1299700 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9326 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -1299710.625000 Penalty: 3028.067383
	Iteration 39Q: 3 clusters Score -1299711 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9368 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -1299727.000000 Penalty: 3028.067383
	Iteration 40F: 3 clusters Score -1299727 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9409 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -1299737.500000 Penalty: 3028.067383
	Iteration 41Q: 3 clusters Score -1299738 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9440 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -1299748.875000 Penalty: 3028.067383
	Iteration 42Q: 3 clusters Score -1299749 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9467 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -1299752.250000 Penalty: 3028.067383
	Iteration 43Q: 3 clusters Score -1299752 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9494 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -1299760.250000 Penalty: 3028.067383
	Iteration 44Q: 3 clusters Score -1299760 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9526 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -1299768.500000 Penalty: 3028.067383
	Iteration 45Q: 3 clusters Score -1299768 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9560 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -1299778.125000 Penalty: 3028.067383
	Iteration 46Q: 3 clusters Score -1299778 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9592 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -1299792.125000 Penalty: 3028.067383
	Iteration 47Q: 3 clusters Score -1299792 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9627 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -1299807.500000 Penalty: 3028.067383
	Iteration 48Q: 3 clusters Score -1299808 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9677 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -1299836.125000 Penalty: 3028.067383
	Iteration 49Q: 3 clusters Score -1299836 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9715 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -1299848.250000 Penalty: 3028.067383
	Iteration 50Q: 3 clusters Score -1299848 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9755 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -1299864.125000 Penalty: 3028.067383
	Iteration 51Q: 3 clusters Score -1299864 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9779 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -1299874.250000 Penalty: 3028.067383
	Iteration 52Q: 3 clusters Score -1299874 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9814 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -1299891.125000 Penalty: 3028.067383
	Iteration 53Q: 3 clusters Score -1299891 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9842 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -1299901.750000 Penalty: 3028.067383
	Iteration 54Q: 3 clusters Score -1299902 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9867 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -1299915.250000 Penalty: 3028.067383
	Iteration 55Q: 3 clusters Score -1299915 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9887 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -1299929.625000 Penalty: 3028.067383
	Iteration 56Q: 3 clusters Score -1299930 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9909 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -1299940.250000 Penalty: 3028.067383
	Iteration 57Q: 3 clusters Score -1299940 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9925 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -1299943.750000 Penalty: 3028.067383
	Iteration 58Q: 3 clusters Score -1299944 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9934 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -1299955.000000 Penalty: 3028.067383
	Iteration 59Q: 3 clusters Score -1299955 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9950 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -1299961.875000 Penalty: 3028.067383
	Iteration 60F: 3 clusters Score -1299962 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9972 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -1299972.250000 Penalty: 3028.067383
	Iteration 61Q: 3 clusters Score -1299972 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9990 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -1299986.875000 Penalty: 3028.067383
	Iteration 62Q: 3 clusters Score -1299987 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10011 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -1299999.500000 Penalty: 3028.067383
	Iteration 63Q: 3 clusters Score -1300000 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10028 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -1300014.625000 Penalty: 3028.067383
	Iteration 64Q: 3 clusters Score -1300015 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10042 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -1300022.875000 Penalty: 3028.067383
	Iteration 65Q: 3 clusters Score -1300023 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10055 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -1300029.625000 Penalty: 3028.067383
	Iteration 66Q: 3 clusters Score -1300030 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10063 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -1300031.000000 Penalty: 3028.067383
	Iteration 67Q: 3 clusters Score -1300031 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10070 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -1300036.875000 Penalty: 3028.067383
	Iteration 68Q: 3 clusters Score -1300037 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10077 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -1300043.375000 Penalty: 3028.067383
	Iteration 69Q: 3 clusters Score -1300043 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10090 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -1300049.625000 Penalty: 3028.067383
	Iteration 70Q: 3 clusters Score -1300050 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10104 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -1300053.625000 Penalty: 3028.067383
	Iteration 71Q: 3 clusters Score -1300054 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10113 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -1300060.125000 Penalty: 3028.067383
	Iteration 72Q: 3 clusters Score -1300060 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10118 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -1300059.625000 Penalty: 3028.067383
	Iteration 73Q: 3 clusters Score -1300060 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10122 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -1300061.125000 Penalty: 3028.067383
	Iteration 74Q: 3 clusters Score -1300061 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10126 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -1300061.750000 Penalty: 3028.067383
	Iteration 75Q: 3 clusters Score -1300062 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10126 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -1300061.750000 Penalty: 3028.067383
	Iteration 76F: 3 clusters Score -1300062 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (44714 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44714 members 
Entering Unmasked Estep 
Score: -5633090.500000 Penalty: 1740.056885
	Iteration 0F: 2 clusters Score -5633090 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22443 members 
Mstep: Class 2 contains 22271 members 
Entering Unmasked Estep 
Score: -5603276.000000 Penalty: 3480.113770
	Iteration 0F: 3 clusters Score -5603276 nChanged 20798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22951 members 
Mstep: Class 2 contains 21763 members 
Entering Unmasked Estep 
Score: -5614786.500000 Penalty: 3480.113770
	Iteration 1F: 3 clusters Score -5614786 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23217 members 
Mstep: Class 2 contains 21497 members 
Entering Unmasked Estep 
Score: -5615357.500000 Penalty: 3480.113770
	Iteration 2Q: 3 clusters Score -5615358 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23566 members 
Mstep: Class 2 contains 21148 members 
Entering Unmasked Estep 
Score: -5616006.000000 Penalty: 3480.113770
	Iteration 3Q: 3 clusters Score -5616006 nChanged 1898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24024 members 
Mstep: Class 2 contains 20690 members 
Entering Unmasked Estep 
Score: -5616746.000000 Penalty: 3480.113770
	Iteration 4Q: 3 clusters Score -5616746 nChanged 2039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24687 members 
Mstep: Class 2 contains 20027 members 
Entering Unmasked Estep 
Score: -5617695.000000 Penalty: 3480.113770
	Iteration 5Q: 3 clusters Score -5617695 nChanged 2209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25566 members 
Mstep: Class 2 contains 19148 members 
Entering Unmasked Estep 
Score: -5618846.000000 Penalty: 3480.113770
	Iteration 6Q: 3 clusters Score -5618846 nChanged 2416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26734 members 
Mstep: Class 2 contains 17980 members 
Entering Unmasked Estep 
Score: -5620329.000000 Penalty: 3480.113770
	Iteration 7F: 3 clusters Score -5620329 nChanged 2586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28092 members 
Mstep: Class 2 contains 16622 members 
Entering Unmasked Estep 
Score: -5622131.500000 Penalty: 3480.113770
	Iteration 8F: 3 clusters Score -5622132 nChanged 2534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29460 members 
Mstep: Class 2 contains 15254 members 
Entering Unmasked Estep 
Score: -5624063.500000 Penalty: 3480.113770
	Iteration 9F: 3 clusters Score -5624064 nChanged 2381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30629 members 
Mstep: Class 2 contains 14085 members 
Entering Unmasked Estep 
Score: -5625635.000000 Penalty: 3480.113770
	Iteration 10F: 3 clusters Score -5625635 nChanged 1913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31590 members 
Mstep: Class 2 contains 13124 members 
Entering Unmasked Estep 
Score: -5626579.000000 Penalty: 3480.113770
	Iteration 11Q: 3 clusters Score -5626579 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32389 members 
Mstep: Class 2 contains 12325 members 
Entering Unmasked Estep 
Score: -5627185.000000 Penalty: 3480.113770
	Iteration 12Q: 3 clusters Score -5627185 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33129 members 
Mstep: Class 2 contains 11585 members 
Entering Unmasked Estep 
Score: -5627591.500000 Penalty: 3480.113770
	Iteration 13Q: 3 clusters Score -5627592 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33836 members 
Mstep: Class 2 contains 10878 members 
Entering Unmasked Estep 
Score: -5627863.500000 Penalty: 3480.113770
	Iteration 14Q: 3 clusters Score -5627864 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34450 members 
Mstep: Class 2 contains 10264 members 
Entering Unmasked Estep 
Score: -5628108.500000 Penalty: 3480.113770
	Iteration 15Q: 3 clusters Score -5628108 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35007 members 
Mstep: Class 2 contains 9707 members 
Entering Unmasked Estep 
Score: -5628344.000000 Penalty: 3480.113770
	Iteration 16Q: 3 clusters Score -5628344 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35561 members 
Mstep: Class 2 contains 9153 members 
Entering Unmasked Estep 
Score: -5628561.500000 Penalty: 3480.113770
	Iteration 17Q: 3 clusters Score -5628562 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36096 members 
Mstep: Class 2 contains 8618 members 
Entering Unmasked Estep 
Score: -5628747.500000 Penalty: 3480.113770
	Iteration 18Q: 3 clusters Score -5628748 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36593 members 
Mstep: Class 2 contains 8121 members 
Entering Unmasked Estep 
Score: -5628918.500000 Penalty: 3480.113770
	Iteration 19Q: 3 clusters Score -5628918 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37097 members 
Mstep: Class 2 contains 7617 members 
Entering Unmasked Estep 
Score: -5629104.000000 Penalty: 3480.113770
	Iteration 20F: 3 clusters Score -5629104 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37611 members 
Mstep: Class 2 contains 7103 members 
Entering Unmasked Estep 
Score: -5629289.500000 Penalty: 3480.113770
	Iteration 21Q: 3 clusters Score -5629290 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38097 members 
Mstep: Class 2 contains 6617 members 
Entering Unmasked Estep 
Score: -5629477.000000 Penalty: 3480.113770
	Iteration 22Q: 3 clusters Score -5629477 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38566 members 
Mstep: Class 2 contains 6148 members 
Entering Unmasked Estep 
Score: -5629640.500000 Penalty: 3480.113770
	Iteration 23Q: 3 clusters Score -5629640 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39023 members 
Mstep: Class 2 contains 5691 members 
Entering Unmasked Estep 
Score: -5629803.000000 Penalty: 3480.113770
	Iteration 24Q: 3 clusters Score -5629803 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39487 members 
Mstep: Class 2 contains 5227 members 
Entering Unmasked Estep 
Score: -5629991.500000 Penalty: 3480.113770
	Iteration 25Q: 3 clusters Score -5629992 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39977 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -5630188.000000 Penalty: 3480.113770
	Iteration 26Q: 3 clusters Score -5630188 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40435 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -5630403.500000 Penalty: 3480.113770
	Iteration 27Q: 3 clusters Score -5630404 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40829 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -5630542.500000 Penalty: 3480.113770
	Iteration 28Q: 3 clusters Score -5630542 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41174 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -5630655.000000 Penalty: 3480.113770
	Iteration 29Q: 3 clusters Score -5630655 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41490 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -5630793.500000 Penalty: 3480.113770
	Iteration 30Q: 3 clusters Score -5630794 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41770 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -5630904.500000 Penalty: 3480.113770
	Iteration 31Q: 3 clusters Score -5630904 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42020 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -5630976.000000 Penalty: 3480.113770
	Iteration 32Q: 3 clusters Score -5630976 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42254 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -5631073.000000 Penalty: 3480.113770
	Iteration 33Q: 3 clusters Score -5631073 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42458 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -5631140.000000 Penalty: 3480.113770
	Iteration 34Q: 3 clusters Score -5631140 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42643 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -5631206.500000 Penalty: 3480.113770
	Iteration 35Q: 3 clusters Score -5631206 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42799 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -5631266.000000 Penalty: 3480.113770
	Iteration 36Q: 3 clusters Score -5631266 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42927 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -5631321.000000 Penalty: 3480.113770
	Iteration 37Q: 3 clusters Score -5631321 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43038 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -5631374.000000 Penalty: 3480.113770
	Iteration 38Q: 3 clusters Score -5631374 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43141 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -5631410.500000 Penalty: 3480.113770
	Iteration 39Q: 3 clusters Score -5631410 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43242 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -5631427.500000 Penalty: 3480.113770
	Iteration 40F: 3 clusters Score -5631428 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43317 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -5631465.500000 Penalty: 3480.113770
	Iteration 41Q: 3 clusters Score -5631466 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43390 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -5631507.000000 Penalty: 3480.113770
	Iteration 42Q: 3 clusters Score -5631507 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43459 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -5631526.500000 Penalty: 3480.113770
	Iteration 43Q: 3 clusters Score -5631526 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43523 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -5631542.000000 Penalty: 3480.113770
	Iteration 44Q: 3 clusters Score -5631542 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43577 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -5631573.500000 Penalty: 3480.113770
	Iteration 45Q: 3 clusters Score -5631574 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43623 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -5631595.500000 Penalty: 3480.113770
	Iteration 46Q: 3 clusters Score -5631596 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43648 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -5631609.000000 Penalty: 3480.113770
	Iteration 47Q: 3 clusters Score -5631609 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43681 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -5631619.000000 Penalty: 3480.113770
	Iteration 48Q: 3 clusters Score -5631619 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43708 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -5631632.000000 Penalty: 3480.113770
	Iteration 49Q: 3 clusters Score -5631632 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43724 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -5631642.000000 Penalty: 3480.113770
	Iteration 50Q: 3 clusters Score -5631642 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43746 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -5631642.500000 Penalty: 3480.113770
	Iteration 51Q: 3 clusters Score -5631642 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43760 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -5631645.500000 Penalty: 3480.113770
	Iteration 52Q: 3 clusters Score -5631646 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43770 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -5631659.000000 Penalty: 3480.113770
	Iteration 53Q: 3 clusters Score -5631659 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43780 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -5631662.000000 Penalty: 3480.113770
	Iteration 54Q: 3 clusters Score -5631662 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43790 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -5631673.000000 Penalty: 3480.113770
	Iteration 55Q: 3 clusters Score -5631673 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43807 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -5631682.000000 Penalty: 3480.113770
	Iteration 56Q: 3 clusters Score -5631682 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43818 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -5631693.500000 Penalty: 3480.113770
	Iteration 57Q: 3 clusters Score -5631694 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43823 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -5631695.000000 Penalty: 3480.113770
	Iteration 58Q: 3 clusters Score -5631695 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43830 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -5631705.000000 Penalty: 3480.113770
	Iteration 59Q: 3 clusters Score -5631705 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43838 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -5631702.500000 Penalty: 3480.113770
	Iteration 60F: 3 clusters Score -5631702 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43842 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -5631712.500000 Penalty: 3480.113770
	Iteration 61Q: 3 clusters Score -5631712 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43851 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -5631716.000000 Penalty: 3480.113770
	Iteration 62Q: 3 clusters Score -5631716 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43856 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -5631717.000000 Penalty: 3480.113770
	Iteration 63Q: 3 clusters Score -5631717 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43859 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -5631715.500000 Penalty: 3480.113770
	Iteration 64Q: 3 clusters Score -5631716 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43865 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -5631721.500000 Penalty: 3480.113770
	Iteration 65Q: 3 clusters Score -5631722 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43871 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -5631725.000000 Penalty: 3480.113770
	Iteration 66Q: 3 clusters Score -5631725 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43875 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -5631722.000000 Penalty: 3480.113770
	Iteration 67Q: 3 clusters Score -5631722 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43884 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -5631731.500000 Penalty: 3480.113770
	Iteration 68Q: 3 clusters Score -5631732 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43890 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -5631736.500000 Penalty: 3480.113770
	Iteration 69Q: 3 clusters Score -5631736 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43895 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -5631741.500000 Penalty: 3480.113770
	Iteration 70Q: 3 clusters Score -5631742 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43902 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -5631745.500000 Penalty: 3480.113770
	Iteration 71Q: 3 clusters Score -5631746 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43909 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -5631746.000000 Penalty: 3480.113770
	Iteration 72Q: 3 clusters Score -5631746 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43913 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -5631740.000000 Penalty: 3480.113770
	Iteration 73Q: 3 clusters Score -5631740 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43914 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -5631742.500000 Penalty: 3480.113770
	Iteration 74Q: 3 clusters Score -5631742 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43914 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -5631742.500000 Penalty: 3480.113770
	Iteration 75F: 3 clusters Score -5631742 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (14218 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14218 members 
Entering Unmasked Estep 
Score: -1795426.375000 Penalty: 1553.867920
	Iteration 0F: 2 clusters Score -1795426 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7033 members 
Mstep: Class 2 contains 7185 members 
Entering Unmasked Estep 
Score: -1785559.875000 Penalty: 3107.735840
	Iteration 0F: 3 clusters Score -1785560 nChanged 6315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6482 members 
Mstep: Class 2 contains 7736 members 
Entering Unmasked Estep 
Score: -1789200.125000 Penalty: 3107.735840
	Iteration 1F: 3 clusters Score -1789200 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6115 members 
Mstep: Class 2 contains 8103 members 
Entering Unmasked Estep 
Score: -1789854.125000 Penalty: 3107.735840
	Iteration 2F: 3 clusters Score -1789854 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5662 members 
Mstep: Class 2 contains 8556 members 
Entering Unmasked Estep 
Score: -1790660.125000 Penalty: 3107.735840
	Iteration 3F: 3 clusters Score -1790660 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 9083 members 
Entering Unmasked Estep 
Score: -1791518.875000 Penalty: 3107.735840
	Iteration 4F: 3 clusters Score -1791519 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 9527 members 
Entering Unmasked Estep 
Score: -1792232.375000 Penalty: 3107.735840
	Iteration 5F: 3 clusters Score -1792232 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 9800 members 
Entering Unmasked Estep 
Score: -1792675.000000 Penalty: 3107.735840
	Iteration 6F: 3 clusters Score -1792675 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 9932 members 
Entering Unmasked Estep 
Score: -1792925.875000 Penalty: 3107.735840
	Iteration 7Q: 3 clusters Score -1792926 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 9982 members 
Entering Unmasked Estep 
Score: -1793083.625000 Penalty: 3107.735840
	Iteration 8Q: 3 clusters Score -1793084 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 9976 members 
Entering Unmasked Estep 
Score: -1793184.125000 Penalty: 3107.735840
	Iteration 9Q: 3 clusters Score -1793184 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 9963 members 
Entering Unmasked Estep 
Score: -1793262.250000 Penalty: 3107.735840
	Iteration 10Q: 3 clusters Score -1793262 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 9933 members 
Entering Unmasked Estep 
Score: -1793345.250000 Penalty: 3107.735840
	Iteration 11Q: 3 clusters Score -1793345 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 9880 members 
Entering Unmasked Estep 
Score: -1793412.625000 Penalty: 3107.735840
	Iteration 12Q: 3 clusters Score -1793413 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 9831 members 
Entering Unmasked Estep 
Score: -1793488.125000 Penalty: 3107.735840
	Iteration 13Q: 3 clusters Score -1793488 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 9765 members 
Entering Unmasked Estep 
Score: -1793567.625000 Penalty: 3107.735840
	Iteration 14Q: 3 clusters Score -1793568 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 9683 members 
Entering Unmasked Estep 
Score: -1793678.875000 Penalty: 3107.735840
	Iteration 15Q: 3 clusters Score -1793679 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 9604 members 
Entering Unmasked Estep 
Score: -1793823.875000 Penalty: 3107.735840
	Iteration 16Q: 3 clusters Score -1793824 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 9517 members 
Entering Unmasked Estep 
Score: -1793988.125000 Penalty: 3107.735840
	Iteration 17Q: 3 clusters Score -1793988 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 9437 members 
Entering Unmasked Estep 
Score: -1794151.250000 Penalty: 3107.735840
	Iteration 18Q: 3 clusters Score -1794151 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 9340 members 
Entering Unmasked Estep 
Score: -1794328.500000 Penalty: 3107.735840
	Iteration 19Q: 3 clusters Score -1794328 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 9211 members 
Entering Unmasked Estep 
Score: -1794526.000000 Penalty: 3107.735840
	Iteration 20F: 3 clusters Score -1794526 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5177 members 
Mstep: Class 2 contains 9041 members 
Entering Unmasked Estep 
Score: -1794776.875000 Penalty: 3107.735840
	Iteration 21Q: 3 clusters Score -1794777 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 8866 members 
Entering Unmasked Estep 
Score: -1795057.750000 Penalty: 3107.735840
	Iteration 22Q: 3 clusters Score -1795058 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5463 members 
Mstep: Class 2 contains 8755 members 
Entering Unmasked Estep 
Score: -1795318.750000 Penalty: 3107.735840
	Iteration 23Q: 3 clusters Score -1795319 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5526 members 
Mstep: Class 2 contains 8692 members 
Entering Unmasked Estep 
Score: -1795593.125000 Penalty: 3107.735840
	Iteration 24Q: 3 clusters Score -1795593 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 8687 members 
Entering Unmasked Estep 
Score: -1795861.875000 Penalty: 3107.735840
	Iteration 25Q: 3 clusters Score -1795862 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 8703 members 
Entering Unmasked Estep 
Score: -1795999.000000 Penalty: 3107.735840
	Iteration 26Q: 3 clusters Score -1795999 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5520 members 
Mstep: Class 2 contains 8698 members 
Entering Unmasked Estep 
Score: -1796033.500000 Penalty: 3107.735840
	Iteration 27Q: 3 clusters Score -1796034 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5527 members 
Mstep: Class 2 contains 8691 members 
Entering Unmasked Estep 
Score: -1796041.875000 Penalty: 3107.735840
	Iteration 28Q: 3 clusters Score -1796042 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5538 members 
Mstep: Class 2 contains 8680 members 
Entering Unmasked Estep 
Score: -1796053.000000 Penalty: 3107.735840
	Iteration 29Q: 3 clusters Score -1796053 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5549 members 
Mstep: Class 2 contains 8669 members 
Entering Unmasked Estep 
Score: -1796054.750000 Penalty: 3107.735840
	Iteration 30Q: 3 clusters Score -1796055 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5556 members 
Mstep: Class 2 contains 8662 members 
Entering Unmasked Estep 
Score: -1796058.375000 Penalty: 3107.735840
	Iteration 31Q: 3 clusters Score -1796058 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5564 members 
Mstep: Class 2 contains 8654 members 
Entering Unmasked Estep 
Score: -1796061.875000 Penalty: 3107.735840
	Iteration 32Q: 3 clusters Score -1796062 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5575 members 
Mstep: Class 2 contains 8643 members 
Entering Unmasked Estep 
Score: -1796060.250000 Penalty: 3107.735840
	Iteration 33Q: 3 clusters Score -1796060 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5585 members 
Mstep: Class 2 contains 8633 members 
Entering Unmasked Estep 
Score: -1796064.125000 Penalty: 3107.735840
	Iteration 34Q: 3 clusters Score -1796064 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5588 members 
Mstep: Class 2 contains 8630 members 
Entering Unmasked Estep 
Score: -1796064.500000 Penalty: 3107.735840
	Iteration 35Q: 3 clusters Score -1796064 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5592 members 
Mstep: Class 2 contains 8626 members 
Entering Unmasked Estep 
Score: -1796069.125000 Penalty: 3107.735840
	Iteration 36Q: 3 clusters Score -1796069 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5598 members 
Mstep: Class 2 contains 8620 members 
Entering Unmasked Estep 
Score: -1796067.500000 Penalty: 3107.735840
	Iteration 37Q: 3 clusters Score -1796068 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5606 members 
Mstep: Class 2 contains 8612 members 
Entering Unmasked Estep 
Score: -1796065.125000 Penalty: 3107.735840
	Iteration 38Q: 3 clusters Score -1796065 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5611 members 
Mstep: Class 2 contains 8607 members 
Entering Unmasked Estep 
Score: -1796067.250000 Penalty: 3107.735840
	Iteration 39Q: 3 clusters Score -1796067 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5616 members 
Mstep: Class 2 contains 8602 members 
Entering Unmasked Estep 
Score: -1796069.625000 Penalty: 3107.735840
	Iteration 40F: 3 clusters Score -1796070 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5621 members 
Mstep: Class 2 contains 8597 members 
Entering Unmasked Estep 
Score: -1796069.000000 Penalty: 3107.735840
	Iteration 41Q: 3 clusters Score -1796069 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 8594 members 
Entering Unmasked Estep 
Score: -1796069.375000 Penalty: 3107.735840
	Iteration 42Q: 3 clusters Score -1796069 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5626 members 
Mstep: Class 2 contains 8592 members 
Entering Unmasked Estep 
Score: -1796070.625000 Penalty: 3107.735840
	Iteration 43Q: 3 clusters Score -1796071 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5629 members 
Mstep: Class 2 contains 8589 members 
Entering Unmasked Estep 
Score: -1796069.125000 Penalty: 3107.735840
	Iteration 44Q: 3 clusters Score -1796069 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5632 members 
Mstep: Class 2 contains 8586 members 
Entering Unmasked Estep 
Score: -1796069.750000 Penalty: 3107.735840
	Iteration 45Q: 3 clusters Score -1796070 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5637 members 
Mstep: Class 2 contains 8581 members 
Entering Unmasked Estep 
Score: -1796072.875000 Penalty: 3107.735840
	Iteration 46Q: 3 clusters Score -1796073 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5640 members 
Mstep: Class 2 contains 8578 members 
Entering Unmasked Estep 
Score: -1796070.125000 Penalty: 3107.735840
	Iteration 47Q: 3 clusters Score -1796070 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5645 members 
Mstep: Class 2 contains 8573 members 
Entering Unmasked Estep 
Score: -1796069.125000 Penalty: 3107.735840
	Iteration 48Q: 3 clusters Score -1796069 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5647 members 
Mstep: Class 2 contains 8571 members 
Entering Unmasked Estep 
Score: -1796070.375000 Penalty: 3107.735840
	Iteration 49Q: 3 clusters Score -1796070 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5649 members 
Mstep: Class 2 contains 8569 members 
Entering Unmasked Estep 
Score: -1796070.125000 Penalty: 3107.735840
	Iteration 50Q: 3 clusters Score -1796070 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 8566 members 
Entering Unmasked Estep 
Score: -1796067.500000 Penalty: 3107.735840
	Iteration 51Q: 3 clusters Score -1796068 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5654 members 
Mstep: Class 2 contains 8564 members 
Entering Unmasked Estep 
Score: -1796071.875000 Penalty: 3107.735840
	Iteration 52Q: 3 clusters Score -1796072 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5657 members 
Mstep: Class 2 contains 8561 members 
Entering Unmasked Estep 
Score: -1796073.750000 Penalty: 3107.735840
	Iteration 53Q: 3 clusters Score -1796074 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5660 members 
Mstep: Class 2 contains 8558 members 
Entering Unmasked Estep 
Score: -1796070.875000 Penalty: 3107.735840
	Iteration 54Q: 3 clusters Score -1796071 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5661 members 
Mstep: Class 2 contains 8557 members 
Entering Unmasked Estep 
Score: -1796070.750000 Penalty: 3107.735840
	Iteration 55Q: 3 clusters Score -1796071 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5664 members 
Mstep: Class 2 contains 8554 members 
Entering Unmasked Estep 
Score: -1796071.375000 Penalty: 3107.735840
	Iteration 56Q: 3 clusters Score -1796071 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5668 members 
Mstep: Class 2 contains 8550 members 
Entering Unmasked Estep 
Score: -1796072.250000 Penalty: 3107.735840
	Iteration 57Q: 3 clusters Score -1796072 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5671 members 
Mstep: Class 2 contains 8547 members 
Entering Unmasked Estep 
Score: -1796071.000000 Penalty: 3107.735840
	Iteration 58Q: 3 clusters Score -1796071 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 8541 members 
Entering Unmasked Estep 
Score: -1796072.375000 Penalty: 3107.735840
	Iteration 59Q: 3 clusters Score -1796072 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5680 members 
Mstep: Class 2 contains 8538 members 
Entering Unmasked Estep 
Score: -1796071.000000 Penalty: 3107.735840
	Iteration 60F: 3 clusters Score -1796071 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5681 members 
Mstep: Class 2 contains 8537 members 
Entering Unmasked Estep 
Score: -1796071.875000 Penalty: 3107.735840
	Iteration 61Q: 3 clusters Score -1796072 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5681 members 
Mstep: Class 2 contains 8537 members 
Entering Unmasked Estep 
Score: -1796071.875000 Penalty: 3107.735840
	Iteration 62F: 3 clusters Score -1796072 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 7223 members 
Mstep: Class 2 contains 3000 members 
Mstep: Class 3 contains 13872 members 
Mstep: Class 4 contains 2396 members 
Mstep: Class 5 contains 2016 members 
Mstep: Class 6 contains 2020 members 
Mstep: Class 7 contains 74325 members 
Mstep: Class 8 contains 11127 members 
Mstep: Class 9 contains 44714 members 
Mstep: Class 10 contains 5681 members 
Mstep: Class 11 contains 42206 members 
Mstep: Class 12 contains 46904 members 
Mstep: Class 13 contains 31583 members 
Mstep: Class 14 contains 3265 members 
Mstep: Class 15 contains 12399 members 
Mstep: Class 16 contains 30305 members 
Mstep: Class 17 contains 14980 members 
Mstep: Class 18 contains 14056 members 
Mstep: Class 19 contains 26263 members 
Mstep: Class 20 contains 2000 members 
Mstep: Class 21 contains 13390 members 
Mstep: Class 22 contains 435 members 
Mstep: Class 23 contains 9573 members 
Mstep: Class 24 contains 8431 members 
Mstep: Class 25 contains 34063 members 
Mstep: Class 26 contains 6077 members 
Mstep: Class 27 contains 26542 members 
Mstep: Class 28 contains 25924 members 
Mstep: Class 29 contains 18943 members 
Mstep: Class 30 contains 4140 members 
Mstep: Class 31 contains 17811 members 
Mstep: Class 32 contains 4813 members 
Mstep: Class 33 contains 4061 members 
Mstep: Class 34 contains 2333 members 
Mstep: Class 35 contains 5252 members 
Mstep: Class 36 contains 3555 members 
Mstep: Class 37 contains 2766 members 
Mstep: Class 38 contains 2085 members 
Mstep: Class 39 contains 1041 members 
Mstep: Class 40 contains 22194 members 
Mstep: Class 41 contains 3183 members 
Mstep: Class 42 contains 4772 members 
Mstep: Class 43 contains 12704 members 
Mstep: Class 44 contains 5307 members 
Mstep: Class 45 contains 142908 members 
Mstep: Class 46 contains 480 members 
Mstep: Class 47 contains 3985 members 
Mstep: Class 48 contains 3152 members 
Mstep: Class 49 contains 11895 members 
Mstep: Class 50 contains 19888 members 
Mstep: Class 51 contains 8537 members 
Entering Unmasked Estep 
Score: -100311488.000000 Penalty: 112857.750000
Splitting cluster 10 changes total score from -100311736.000000 to -100311488.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 11 (42206 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42206 members 
Entering Unmasked Estep 
Score: -5324844.000000 Penalty: 1730.676758
	Iteration 0F: 2 clusters Score -5324844 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21078 members 
Mstep: Class 2 contains 21128 members 
Entering Unmasked Estep 
Score: -5296517.500000 Penalty: 3461.353516
	Iteration 0F: 3 clusters Score -5296518 nChanged 19683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21003 members 
Mstep: Class 2 contains 21203 members 
Entering Unmasked Estep 
Score: -5307669.000000 Penalty: 3461.353516
	Iteration 1F: 3 clusters Score -5307669 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20930 members 
Mstep: Class 2 contains 21276 members 
Entering Unmasked Estep 
Score: -5308110.500000 Penalty: 3461.353516
	Iteration 2Q: 3 clusters Score -5308110 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20814 members 
Mstep: Class 2 contains 21392 members 
Entering Unmasked Estep 
Score: -5308615.500000 Penalty: 3461.353516
	Iteration 3Q: 3 clusters Score -5308616 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20640 members 
Mstep: Class 2 contains 21566 members 
Entering Unmasked Estep 
Score: -5309080.000000 Penalty: 3461.353516
	Iteration 4Q: 3 clusters Score -5309080 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20360 members 
Mstep: Class 2 contains 21846 members 
Entering Unmasked Estep 
Score: -5309618.000000 Penalty: 3461.353516
	Iteration 5Q: 3 clusters Score -5309618 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19997 members 
Mstep: Class 2 contains 22209 members 
Entering Unmasked Estep 
Score: -5310248.000000 Penalty: 3461.353516
	Iteration 6Q: 3 clusters Score -5310248 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19530 members 
Mstep: Class 2 contains 22676 members 
Entering Unmasked Estep 
Score: -5311005.000000 Penalty: 3461.353516
	Iteration 7Q: 3 clusters Score -5311005 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18923 members 
Mstep: Class 2 contains 23283 members 
Entering Unmasked Estep 
Score: -5311825.000000 Penalty: 3461.353516
	Iteration 8Q: 3 clusters Score -5311825 nChanged 1870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18191 members 
Mstep: Class 2 contains 24015 members 
Entering Unmasked Estep 
Score: -5312819.500000 Penalty: 3461.353516
	Iteration 9Q: 3 clusters Score -5312820 nChanged 1977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17378 members 
Mstep: Class 2 contains 24828 members 
Entering Unmasked Estep 
Score: -5314054.500000 Penalty: 3461.353516
	Iteration 10Q: 3 clusters Score -5314054 nChanged 2026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16490 members 
Mstep: Class 2 contains 25716 members 
Entering Unmasked Estep 
Score: -5315253.500000 Penalty: 3461.353516
	Iteration 11Q: 3 clusters Score -5315254 nChanged 1844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15676 members 
Mstep: Class 2 contains 26530 members 
Entering Unmasked Estep 
Score: -5316160.000000 Penalty: 3461.353516
	Iteration 12Q: 3 clusters Score -5316160 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14907 members 
Mstep: Class 2 contains 27299 members 
Entering Unmasked Estep 
Score: -5316708.500000 Penalty: 3461.353516
	Iteration 13Q: 3 clusters Score -5316708 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14204 members 
Mstep: Class 2 contains 28002 members 
Entering Unmasked Estep 
Score: -5317041.500000 Penalty: 3461.353516
	Iteration 14Q: 3 clusters Score -5317042 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13485 members 
Mstep: Class 2 contains 28721 members 
Entering Unmasked Estep 
Score: -5317311.000000 Penalty: 3461.353516
	Iteration 15Q: 3 clusters Score -5317311 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12798 members 
Mstep: Class 2 contains 29408 members 
Entering Unmasked Estep 
Score: -5317556.000000 Penalty: 3461.353516
	Iteration 16Q: 3 clusters Score -5317556 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12092 members 
Mstep: Class 2 contains 30114 members 
Entering Unmasked Estep 
Score: -5317804.000000 Penalty: 3461.353516
	Iteration 17Q: 3 clusters Score -5317804 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11355 members 
Mstep: Class 2 contains 30851 members 
Entering Unmasked Estep 
Score: -5318047.000000 Penalty: 3461.353516
	Iteration 18Q: 3 clusters Score -5318047 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10520 members 
Mstep: Class 2 contains 31686 members 
Entering Unmasked Estep 
Score: -5318445.000000 Penalty: 3461.353516
	Iteration 19Q: 3 clusters Score -5318445 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9668 members 
Mstep: Class 2 contains 32538 members 
Entering Unmasked Estep 
Score: -5318859.000000 Penalty: 3461.353516
	Iteration 20F: 3 clusters Score -5318859 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8804 members 
Mstep: Class 2 contains 33402 members 
Entering Unmasked Estep 
Score: -5319294.000000 Penalty: 3461.353516
	Iteration 21Q: 3 clusters Score -5319294 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7970 members 
Mstep: Class 2 contains 34236 members 
Entering Unmasked Estep 
Score: -5319777.000000 Penalty: 3461.353516
	Iteration 22Q: 3 clusters Score -5319777 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7164 members 
Mstep: Class 2 contains 35042 members 
Entering Unmasked Estep 
Score: -5320254.500000 Penalty: 3461.353516
	Iteration 23Q: 3 clusters Score -5320254 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6384 members 
Mstep: Class 2 contains 35822 members 
Entering Unmasked Estep 
Score: -5320811.000000 Penalty: 3461.353516
	Iteration 24Q: 3 clusters Score -5320811 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5684 members 
Mstep: Class 2 contains 36522 members 
Entering Unmasked Estep 
Score: -5321331.500000 Penalty: 3461.353516
	Iteration 25Q: 3 clusters Score -5321332 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5090 members 
Mstep: Class 2 contains 37116 members 
Entering Unmasked Estep 
Score: -5321759.500000 Penalty: 3461.353516
	Iteration 26Q: 3 clusters Score -5321760 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 37613 members 
Entering Unmasked Estep 
Score: -5322119.000000 Penalty: 3461.353516
	Iteration 27Q: 3 clusters Score -5322119 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 38046 members 
Entering Unmasked Estep 
Score: -5322397.500000 Penalty: 3461.353516
	Iteration 28Q: 3 clusters Score -5322398 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 38403 members 
Entering Unmasked Estep 
Score: -5322633.500000 Penalty: 3461.353516
	Iteration 29Q: 3 clusters Score -5322634 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 38695 members 
Entering Unmasked Estep 
Score: -5322813.000000 Penalty: 3461.353516
	Iteration 30Q: 3 clusters Score -5322813 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 38938 members 
Entering Unmasked Estep 
Score: -5322919.000000 Penalty: 3461.353516
	Iteration 31Q: 3 clusters Score -5322919 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 39128 members 
Entering Unmasked Estep 
Score: -5323027.500000 Penalty: 3461.353516
	Iteration 32Q: 3 clusters Score -5323028 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 39294 members 
Entering Unmasked Estep 
Score: -5323090.000000 Penalty: 3461.353516
	Iteration 33Q: 3 clusters Score -5323090 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 39437 members 
Entering Unmasked Estep 
Score: -5323120.000000 Penalty: 3461.353516
	Iteration 34Q: 3 clusters Score -5323120 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 39573 members 
Entering Unmasked Estep 
Score: -5323154.000000 Penalty: 3461.353516
	Iteration 35Q: 3 clusters Score -5323154 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 39673 members 
Entering Unmasked Estep 
Score: -5323184.500000 Penalty: 3461.353516
	Iteration 36Q: 3 clusters Score -5323184 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 39755 members 
Entering Unmasked Estep 
Score: -5323203.000000 Penalty: 3461.353516
	Iteration 37Q: 3 clusters Score -5323203 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 39830 members 
Entering Unmasked Estep 
Score: -5323242.500000 Penalty: 3461.353516
	Iteration 38Q: 3 clusters Score -5323242 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 39904 members 
Entering Unmasked Estep 
Score: -5323247.500000 Penalty: 3461.353516
	Iteration 39Q: 3 clusters Score -5323248 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 39965 members 
Entering Unmasked Estep 
Score: -5323265.000000 Penalty: 3461.353516
	Iteration 40F: 3 clusters Score -5323265 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 40016 members 
Entering Unmasked Estep 
Score: -5323291.000000 Penalty: 3461.353516
	Iteration 41Q: 3 clusters Score -5323291 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 40060 members 
Entering Unmasked Estep 
Score: -5323299.000000 Penalty: 3461.353516
	Iteration 42Q: 3 clusters Score -5323299 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 40101 members 
Entering Unmasked Estep 
Score: -5323305.500000 Penalty: 3461.353516
	Iteration 43Q: 3 clusters Score -5323306 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 40136 members 
Entering Unmasked Estep 
Score: -5323313.000000 Penalty: 3461.353516
	Iteration 44Q: 3 clusters Score -5323313 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 40175 members 
Entering Unmasked Estep 
Score: -5323329.000000 Penalty: 3461.353516
	Iteration 45Q: 3 clusters Score -5323329 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 40215 members 
Entering Unmasked Estep 
Score: -5323327.500000 Penalty: 3461.353516
	Iteration 46Q: 3 clusters Score -5323328 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 40262 members 
Entering Unmasked Estep 
Score: -5323333.500000 Penalty: 3461.353516
	Iteration 47Q: 3 clusters Score -5323334 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 40305 members 
Entering Unmasked Estep 
Score: -5323337.000000 Penalty: 3461.353516
	Iteration 48Q: 3 clusters Score -5323337 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 40348 members 
Entering Unmasked Estep 
Score: -5323339.000000 Penalty: 3461.353516
	Iteration 49Q: 3 clusters Score -5323339 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 40391 members 
Entering Unmasked Estep 
Score: -5323346.000000 Penalty: 3461.353516
	Iteration 50Q: 3 clusters Score -5323346 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 40424 members 
Entering Unmasked Estep 
Score: -5323350.500000 Penalty: 3461.353516
	Iteration 51Q: 3 clusters Score -5323350 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 40449 members 
Entering Unmasked Estep 
Score: -5323358.000000 Penalty: 3461.353516
	Iteration 52Q: 3 clusters Score -5323358 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 40475 members 
Entering Unmasked Estep 
Score: -5323371.000000 Penalty: 3461.353516
	Iteration 53Q: 3 clusters Score -5323371 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 40505 members 
Entering Unmasked Estep 
Score: -5323370.000000 Penalty: 3461.353516
	Iteration 54Q: 3 clusters Score -5323370 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 40538 members 
Entering Unmasked Estep 
Score: -5323383.000000 Penalty: 3461.353516
	Iteration 55Q: 3 clusters Score -5323383 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 40557 members 
Entering Unmasked Estep 
Score: -5323382.000000 Penalty: 3461.353516
	Iteration 56Q: 3 clusters Score -5323382 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 40568 members 
Entering Unmasked Estep 
Score: -5323387.500000 Penalty: 3461.353516
	Iteration 57Q: 3 clusters Score -5323388 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 40582 members 
Entering Unmasked Estep 
Score: -5323395.500000 Penalty: 3461.353516
	Iteration 58Q: 3 clusters Score -5323396 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 40598 members 
Entering Unmasked Estep 
Score: -5323392.500000 Penalty: 3461.353516
	Iteration 59Q: 3 clusters Score -5323392 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 40611 members 
Entering Unmasked Estep 
Score: -5323398.000000 Penalty: 3461.353516
	Iteration 60F: 3 clusters Score -5323398 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 40618 members 
Entering Unmasked Estep 
Score: -5323398.500000 Penalty: 3461.353516
	Iteration 61Q: 3 clusters Score -5323398 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 40626 members 
Entering Unmasked Estep 
Score: -5323399.000000 Penalty: 3461.353516
	Iteration 62Q: 3 clusters Score -5323399 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 40638 members 
Entering Unmasked Estep 
Score: -5323404.000000 Penalty: 3461.353516
	Iteration 63Q: 3 clusters Score -5323404 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 40652 members 
Entering Unmasked Estep 
Score: -5323415.000000 Penalty: 3461.353516
	Iteration 64Q: 3 clusters Score -5323415 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 40669 members 
Entering Unmasked Estep 
Score: -5323408.000000 Penalty: 3461.353516
	Iteration 65Q: 3 clusters Score -5323408 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 40686 members 
Entering Unmasked Estep 
Score: -5323421.000000 Penalty: 3461.353516
	Iteration 66Q: 3 clusters Score -5323421 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 40696 members 
Entering Unmasked Estep 
Score: -5323422.500000 Penalty: 3461.353516
	Iteration 67Q: 3 clusters Score -5323422 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 40713 members 
Entering Unmasked Estep 
Score: -5323420.000000 Penalty: 3461.353516
	Iteration 68Q: 3 clusters Score -5323420 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 40731 members 
Entering Unmasked Estep 
Score: -5323423.500000 Penalty: 3461.353516
	Iteration 69Q: 3 clusters Score -5323424 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 40752 members 
Entering Unmasked Estep 
Score: -5323433.000000 Penalty: 3461.353516
	Iteration 70Q: 3 clusters Score -5323433 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 40770 members 
Entering Unmasked Estep 
Score: -5323437.000000 Penalty: 3461.353516
	Iteration 71Q: 3 clusters Score -5323437 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 40783 members 
Entering Unmasked Estep 
Score: -5323445.000000 Penalty: 3461.353516
	Iteration 72Q: 3 clusters Score -5323445 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 40796 members 
Entering Unmasked Estep 
Score: -5323449.500000 Penalty: 3461.353516
	Iteration 73Q: 3 clusters Score -5323450 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 40811 members 
Entering Unmasked Estep 
Score: -5323451.500000 Penalty: 3461.353516
	Iteration 74Q: 3 clusters Score -5323452 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 40825 members 
Entering Unmasked Estep 
Score: -5323459.000000 Penalty: 3461.353516
	Iteration 75Q: 3 clusters Score -5323459 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 40832 members 
Entering Unmasked Estep 
Score: -5323462.000000 Penalty: 3461.353516
	Iteration 76Q: 3 clusters Score -5323462 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 40837 members 
Entering Unmasked Estep 
Score: -5323461.500000 Penalty: 3461.353516
	Iteration 77Q: 3 clusters Score -5323462 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 40842 members 
Entering Unmasked Estep 
Score: -5323460.500000 Penalty: 3461.353516
	Iteration 78Q: 3 clusters Score -5323460 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 40843 members 
Entering Unmasked Estep 
Score: -5323459.000000 Penalty: 3461.353516
	Iteration 79Q: 3 clusters Score -5323459 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 40843 members 
Entering Unmasked Estep 
Score: -5323459.000000 Penalty: 3461.353516
	Iteration 80F: 3 clusters Score -5323459 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (46904 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46904 members 
Entering Unmasked Estep 
Score: -5925503.000000 Penalty: 1747.827026
	Iteration 0F: 2 clusters Score -5925503 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23195 members 
Mstep: Class 2 contains 23709 members 
Entering Unmasked Estep 
Score: -5894180.500000 Penalty: 3495.654053
	Iteration 0F: 3 clusters Score -5894180 nChanged 21861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21334 members 
Mstep: Class 2 contains 25570 members 
Entering Unmasked Estep 
Score: -5906647.500000 Penalty: 3495.654053
	Iteration 1F: 3 clusters Score -5906648 nChanged 2259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20357 members 
Mstep: Class 2 contains 26547 members 
Entering Unmasked Estep 
Score: -5907616.000000 Penalty: 3495.654053
	Iteration 2Q: 3 clusters Score -5907616 nChanged 2558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18941 members 
Mstep: Class 2 contains 27963 members 
Entering Unmasked Estep 
Score: -5909054.500000 Penalty: 3495.654053
	Iteration 3F: 3 clusters Score -5909054 nChanged 2920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17053 members 
Mstep: Class 2 contains 29851 members 
Entering Unmasked Estep 
Score: -5911245.500000 Penalty: 3495.654053
	Iteration 4F: 3 clusters Score -5911246 nChanged 3133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14948 members 
Mstep: Class 2 contains 31956 members 
Entering Unmasked Estep 
Score: -5914091.500000 Penalty: 3495.654053
	Iteration 5F: 3 clusters Score -5914092 nChanged 2946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13066 members 
Mstep: Class 2 contains 33838 members 
Entering Unmasked Estep 
Score: -5916665.000000 Penalty: 3495.654053
	Iteration 6F: 3 clusters Score -5916665 nChanged 2544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11602 members 
Mstep: Class 2 contains 35302 members 
Entering Unmasked Estep 
Score: -5918415.500000 Penalty: 3495.654053
	Iteration 7F: 3 clusters Score -5918416 nChanged 1931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10387 members 
Mstep: Class 2 contains 36517 members 
Entering Unmasked Estep 
Score: -5919584.000000 Penalty: 3495.654053
	Iteration 8Q: 3 clusters Score -5919584 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9228 members 
Mstep: Class 2 contains 37676 members 
Entering Unmasked Estep 
Score: -5920426.500000 Penalty: 3495.654053
	Iteration 9Q: 3 clusters Score -5920426 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8176 members 
Mstep: Class 2 contains 38728 members 
Entering Unmasked Estep 
Score: -5921146.000000 Penalty: 3495.654053
	Iteration 10Q: 3 clusters Score -5921146 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7196 members 
Mstep: Class 2 contains 39708 members 
Entering Unmasked Estep 
Score: -5921742.500000 Penalty: 3495.654053
	Iteration 11Q: 3 clusters Score -5921742 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6293 members 
Mstep: Class 2 contains 40611 members 
Entering Unmasked Estep 
Score: -5922175.000000 Penalty: 3495.654053
	Iteration 12Q: 3 clusters Score -5922175 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 41421 members 
Entering Unmasked Estep 
Score: -5922598.000000 Penalty: 3495.654053
	Iteration 13Q: 3 clusters Score -5922598 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 42096 members 
Entering Unmasked Estep 
Score: -5922901.000000 Penalty: 3495.654053
	Iteration 14Q: 3 clusters Score -5922901 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 42668 members 
Entering Unmasked Estep 
Score: -5923161.000000 Penalty: 3495.654053
	Iteration 15Q: 3 clusters Score -5923161 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 43137 members 
Entering Unmasked Estep 
Score: -5923406.000000 Penalty: 3495.654053
	Iteration 16Q: 3 clusters Score -5923406 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 43561 members 
Entering Unmasked Estep 
Score: -5923576.500000 Penalty: 3495.654053
	Iteration 17Q: 3 clusters Score -5923576 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 43905 members 
Entering Unmasked Estep 
Score: -5923685.000000 Penalty: 3495.654053
	Iteration 18Q: 3 clusters Score -5923685 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 44185 members 
Entering Unmasked Estep 
Score: -5923782.000000 Penalty: 3495.654053
	Iteration 19Q: 3 clusters Score -5923782 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 44408 members 
Entering Unmasked Estep 
Score: -5923856.500000 Penalty: 3495.654053
	Iteration 20F: 3 clusters Score -5923856 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 44599 members 
Entering Unmasked Estep 
Score: -5923929.500000 Penalty: 3495.654053
	Iteration 21Q: 3 clusters Score -5923930 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 44744 members 
Entering Unmasked Estep 
Score: -5923963.500000 Penalty: 3495.654053
	Iteration 22Q: 3 clusters Score -5923964 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 44850 members 
Entering Unmasked Estep 
Score: -5924002.500000 Penalty: 3495.654053
	Iteration 23Q: 3 clusters Score -5924002 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 44963 members 
Entering Unmasked Estep 
Score: -5924023.000000 Penalty: 3495.654053
	Iteration 24Q: 3 clusters Score -5924023 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 45043 members 
Entering Unmasked Estep 
Score: -5924044.000000 Penalty: 3495.654053
	Iteration 25Q: 3 clusters Score -5924044 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 45106 members 
Entering Unmasked Estep 
Score: -5924049.000000 Penalty: 3495.654053
	Iteration 26Q: 3 clusters Score -5924049 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 45154 members 
Entering Unmasked Estep 
Score: -5924066.000000 Penalty: 3495.654053
	Iteration 27Q: 3 clusters Score -5924066 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 45197 members 
Entering Unmasked Estep 
Score: -5924084.500000 Penalty: 3495.654053
	Iteration 28Q: 3 clusters Score -5924084 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 45233 members 
Entering Unmasked Estep 
Score: -5924097.000000 Penalty: 3495.654053
	Iteration 29Q: 3 clusters Score -5924097 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 45274 members 
Entering Unmasked Estep 
Score: -5924104.000000 Penalty: 3495.654053
	Iteration 30Q: 3 clusters Score -5924104 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 45311 members 
Entering Unmasked Estep 
Score: -5924118.500000 Penalty: 3495.654053
	Iteration 31Q: 3 clusters Score -5924118 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 45345 members 
Entering Unmasked Estep 
Score: -5924120.500000 Penalty: 3495.654053
	Iteration 32Q: 3 clusters Score -5924120 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 45378 members 
Entering Unmasked Estep 
Score: -5924136.500000 Penalty: 3495.654053
	Iteration 33Q: 3 clusters Score -5924136 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 45408 members 
Entering Unmasked Estep 
Score: -5924140.500000 Penalty: 3495.654053
	Iteration 34Q: 3 clusters Score -5924140 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 45431 members 
Entering Unmasked Estep 
Score: -5924147.500000 Penalty: 3495.654053
	Iteration 35Q: 3 clusters Score -5924148 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 45454 members 
Entering Unmasked Estep 
Score: -5924151.500000 Penalty: 3495.654053
	Iteration 36Q: 3 clusters Score -5924152 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 45476 members 
Entering Unmasked Estep 
Score: -5924151.500000 Penalty: 3495.654053
	Iteration 37Q: 3 clusters Score -5924152 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 45486 members 
Entering Unmasked Estep 
Score: -5924154.500000 Penalty: 3495.654053
	Iteration 38Q: 3 clusters Score -5924154 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 45501 members 
Entering Unmasked Estep 
Score: -5924164.000000 Penalty: 3495.654053
	Iteration 39Q: 3 clusters Score -5924164 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 45515 members 
Entering Unmasked Estep 
Score: -5924166.000000 Penalty: 3495.654053
	Iteration 40F: 3 clusters Score -5924166 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 45526 members 
Entering Unmasked Estep 
Score: -5924171.000000 Penalty: 3495.654053
	Iteration 41Q: 3 clusters Score -5924171 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 45536 members 
Entering Unmasked Estep 
Score: -5924176.000000 Penalty: 3495.654053
	Iteration 42Q: 3 clusters Score -5924176 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 45549 members 
Entering Unmasked Estep 
Score: -5924168.000000 Penalty: 3495.654053
	Iteration 43Q: 3 clusters Score -5924168 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 45561 members 
Entering Unmasked Estep 
Score: -5924171.000000 Penalty: 3495.654053
	Iteration 44Q: 3 clusters Score -5924171 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 45575 members 
Entering Unmasked Estep 
Score: -5924178.500000 Penalty: 3495.654053
	Iteration 45Q: 3 clusters Score -5924178 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 45590 members 
Entering Unmasked Estep 
Score: -5924179.500000 Penalty: 3495.654053
	Iteration 46Q: 3 clusters Score -5924180 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 45602 members 
Entering Unmasked Estep 
Score: -5924186.500000 Penalty: 3495.654053
	Iteration 47Q: 3 clusters Score -5924186 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 45614 members 
Entering Unmasked Estep 
Score: -5924184.500000 Penalty: 3495.654053
	Iteration 48Q: 3 clusters Score -5924184 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 45621 members 
Entering Unmasked Estep 
Score: -5924195.500000 Penalty: 3495.654053
	Iteration 49Q: 3 clusters Score -5924196 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 45626 members 
Entering Unmasked Estep 
Score: -5924193.500000 Penalty: 3495.654053
	Iteration 50Q: 3 clusters Score -5924194 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 45630 members 
Entering Unmasked Estep 
Score: -5924198.500000 Penalty: 3495.654053
	Iteration 51Q: 3 clusters Score -5924198 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 45635 members 
Entering Unmasked Estep 
Score: -5924202.500000 Penalty: 3495.654053
	Iteration 52Q: 3 clusters Score -5924202 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 45638 members 
Entering Unmasked Estep 
Score: -5924200.500000 Penalty: 3495.654053
	Iteration 53Q: 3 clusters Score -5924200 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 45645 members 
Entering Unmasked Estep 
Score: -5924194.500000 Penalty: 3495.654053
	Iteration 54Q: 3 clusters Score -5924194 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 45656 members 
Entering Unmasked Estep 
Score: -5924195.500000 Penalty: 3495.654053
	Iteration 55Q: 3 clusters Score -5924196 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 45660 members 
Entering Unmasked Estep 
Score: -5924198.000000 Penalty: 3495.654053
	Iteration 56Q: 3 clusters Score -5924198 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 45663 members 
Entering Unmasked Estep 
Score: -5924199.000000 Penalty: 3495.654053
	Iteration 57Q: 3 clusters Score -5924199 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 45664 members 
Entering Unmasked Estep 
Score: -5924199.000000 Penalty: 3495.654053
	Iteration 58Q: 3 clusters Score -5924199 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 45663 members 
Entering Unmasked Estep 
Score: -5924201.000000 Penalty: 3495.654053
	Iteration 59Q: 3 clusters Score -5924201 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 45663 members 
Entering Unmasked Estep 
Score: -5924201.000000 Penalty: 3495.654053
	Iteration 60F: 3 clusters Score -5924201 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (31583 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31583 members 
Entering Unmasked Estep 
Score: -3808310.750000 Penalty: 1683.560791
	Iteration 0F: 2 clusters Score -3808311 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15801 members 
Mstep: Class 2 contains 15782 members 
Entering Unmasked Estep 
Score: -3787136.250000 Penalty: 3367.121582
	Iteration 0F: 3 clusters Score -3787136 nChanged 14465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15654 members 
Mstep: Class 2 contains 15929 members 
Entering Unmasked Estep 
Score: -3795365.250000 Penalty: 3367.121582
	Iteration 1F: 3 clusters Score -3795365 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15580 members 
Mstep: Class 2 contains 16003 members 
Entering Unmasked Estep 
Score: -3796028.500000 Penalty: 3367.121582
	Iteration 2F: 3 clusters Score -3796028 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15479 members 
Mstep: Class 2 contains 16104 members 
Entering Unmasked Estep 
Score: -3796604.500000 Penalty: 3367.121582
	Iteration 3F: 3 clusters Score -3796604 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15379 members 
Mstep: Class 2 contains 16204 members 
Entering Unmasked Estep 
Score: -3797138.750000 Penalty: 3367.121582
	Iteration 4Q: 3 clusters Score -3797139 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15236 members 
Mstep: Class 2 contains 16347 members 
Entering Unmasked Estep 
Score: -3797634.000000 Penalty: 3367.121582
	Iteration 5Q: 3 clusters Score -3797634 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15098 members 
Mstep: Class 2 contains 16485 members 
Entering Unmasked Estep 
Score: -3798093.250000 Penalty: 3367.121582
	Iteration 6Q: 3 clusters Score -3798093 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15013 members 
Mstep: Class 2 contains 16570 members 
Entering Unmasked Estep 
Score: -3798525.000000 Penalty: 3367.121582
	Iteration 7Q: 3 clusters Score -3798525 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14915 members 
Mstep: Class 2 contains 16668 members 
Entering Unmasked Estep 
Score: -3798951.250000 Penalty: 3367.121582
	Iteration 8Q: 3 clusters Score -3798951 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14874 members 
Mstep: Class 2 contains 16709 members 
Entering Unmasked Estep 
Score: -3799445.000000 Penalty: 3367.121582
	Iteration 9Q: 3 clusters Score -3799445 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14911 members 
Mstep: Class 2 contains 16672 members 
Entering Unmasked Estep 
Score: -3799979.250000 Penalty: 3367.121582
	Iteration 10Q: 3 clusters Score -3799979 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14965 members 
Mstep: Class 2 contains 16618 members 
Entering Unmasked Estep 
Score: -3800537.000000 Penalty: 3367.121582
	Iteration 11Q: 3 clusters Score -3800537 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15063 members 
Mstep: Class 2 contains 16520 members 
Entering Unmasked Estep 
Score: -3801127.000000 Penalty: 3367.121582
	Iteration 12Q: 3 clusters Score -3801127 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15182 members 
Mstep: Class 2 contains 16401 members 
Entering Unmasked Estep 
Score: -3801803.500000 Penalty: 3367.121582
	Iteration 13Q: 3 clusters Score -3801804 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15290 members 
Mstep: Class 2 contains 16293 members 
Entering Unmasked Estep 
Score: -3802343.250000 Penalty: 3367.121582
	Iteration 14Q: 3 clusters Score -3802343 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15396 members 
Mstep: Class 2 contains 16187 members 
Entering Unmasked Estep 
Score: -3802759.500000 Penalty: 3367.121582
	Iteration 15Q: 3 clusters Score -3802760 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15462 members 
Mstep: Class 2 contains 16121 members 
Entering Unmasked Estep 
Score: -3803032.250000 Penalty: 3367.121582
	Iteration 16Q: 3 clusters Score -3803032 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15492 members 
Mstep: Class 2 contains 16091 members 
Entering Unmasked Estep 
Score: -3803184.500000 Penalty: 3367.121582
	Iteration 17Q: 3 clusters Score -3803184 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15518 members 
Mstep: Class 2 contains 16065 members 
Entering Unmasked Estep 
Score: -3803295.000000 Penalty: 3367.121582
	Iteration 18Q: 3 clusters Score -3803295 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15530 members 
Mstep: Class 2 contains 16053 members 
Entering Unmasked Estep 
Score: -3803374.500000 Penalty: 3367.121582
	Iteration 19Q: 3 clusters Score -3803374 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15586 members 
Mstep: Class 2 contains 15997 members 
Entering Unmasked Estep 
Score: -3803436.500000 Penalty: 3367.121582
	Iteration 20F: 3 clusters Score -3803436 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15600 members 
Mstep: Class 2 contains 15983 members 
Entering Unmasked Estep 
Score: -3803499.500000 Penalty: 3367.121582
	Iteration 21Q: 3 clusters Score -3803500 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15624 members 
Mstep: Class 2 contains 15959 members 
Entering Unmasked Estep 
Score: -3803553.000000 Penalty: 3367.121582
	Iteration 22Q: 3 clusters Score -3803553 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15625 members 
Mstep: Class 2 contains 15958 members 
Entering Unmasked Estep 
Score: -3803611.500000 Penalty: 3367.121582
	Iteration 23Q: 3 clusters Score -3803612 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15601 members 
Mstep: Class 2 contains 15982 members 
Entering Unmasked Estep 
Score: -3803669.750000 Penalty: 3367.121582
	Iteration 24Q: 3 clusters Score -3803670 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15592 members 
Mstep: Class 2 contains 15991 members 
Entering Unmasked Estep 
Score: -3803740.500000 Penalty: 3367.121582
	Iteration 25Q: 3 clusters Score -3803740 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15574 members 
Mstep: Class 2 contains 16009 members 
Entering Unmasked Estep 
Score: -3803771.250000 Penalty: 3367.121582
	Iteration 26Q: 3 clusters Score -3803771 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15551 members 
Mstep: Class 2 contains 16032 members 
Entering Unmasked Estep 
Score: -3803811.750000 Penalty: 3367.121582
	Iteration 27Q: 3 clusters Score -3803812 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15520 members 
Mstep: Class 2 contains 16063 members 
Entering Unmasked Estep 
Score: -3803829.500000 Penalty: 3367.121582
	Iteration 28Q: 3 clusters Score -3803830 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15492 members 
Mstep: Class 2 contains 16091 members 
Entering Unmasked Estep 
Score: -3803860.250000 Penalty: 3367.121582
	Iteration 29Q: 3 clusters Score -3803860 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15441 members 
Mstep: Class 2 contains 16142 members 
Entering Unmasked Estep 
Score: -3803903.250000 Penalty: 3367.121582
	Iteration 30Q: 3 clusters Score -3803903 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15401 members 
Mstep: Class 2 contains 16182 members 
Entering Unmasked Estep 
Score: -3803948.500000 Penalty: 3367.121582
	Iteration 31Q: 3 clusters Score -3803948 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15357 members 
Mstep: Class 2 contains 16226 members 
Entering Unmasked Estep 
Score: -3803980.250000 Penalty: 3367.121582
	Iteration 32Q: 3 clusters Score -3803980 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15310 members 
Mstep: Class 2 contains 16273 members 
Entering Unmasked Estep 
Score: -3804025.000000 Penalty: 3367.121582
	Iteration 33Q: 3 clusters Score -3804025 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15260 members 
Mstep: Class 2 contains 16323 members 
Entering Unmasked Estep 
Score: -3804062.250000 Penalty: 3367.121582
	Iteration 34Q: 3 clusters Score -3804062 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15227 members 
Mstep: Class 2 contains 16356 members 
Entering Unmasked Estep 
Score: -3804091.000000 Penalty: 3367.121582
	Iteration 35Q: 3 clusters Score -3804091 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15207 members 
Mstep: Class 2 contains 16376 members 
Entering Unmasked Estep 
Score: -3804146.750000 Penalty: 3367.121582
	Iteration 36Q: 3 clusters Score -3804147 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15178 members 
Mstep: Class 2 contains 16405 members 
Entering Unmasked Estep 
Score: -3804179.000000 Penalty: 3367.121582
	Iteration 37Q: 3 clusters Score -3804179 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15162 members 
Mstep: Class 2 contains 16421 members 
Entering Unmasked Estep 
Score: -3804183.250000 Penalty: 3367.121582
	Iteration 38Q: 3 clusters Score -3804183 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15130 members 
Mstep: Class 2 contains 16453 members 
Entering Unmasked Estep 
Score: -3804213.000000 Penalty: 3367.121582
	Iteration 39Q: 3 clusters Score -3804213 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15113 members 
Mstep: Class 2 contains 16470 members 
Entering Unmasked Estep 
Score: -3804231.500000 Penalty: 3367.121582
	Iteration 40F: 3 clusters Score -3804232 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15081 members 
Mstep: Class 2 contains 16502 members 
Entering Unmasked Estep 
Score: -3804248.750000 Penalty: 3367.121582
	Iteration 41Q: 3 clusters Score -3804249 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15053 members 
Mstep: Class 2 contains 16530 members 
Entering Unmasked Estep 
Score: -3804252.750000 Penalty: 3367.121582
	Iteration 42Q: 3 clusters Score -3804253 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15036 members 
Mstep: Class 2 contains 16547 members 
Entering Unmasked Estep 
Score: -3804283.000000 Penalty: 3367.121582
	Iteration 43Q: 3 clusters Score -3804283 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15026 members 
Mstep: Class 2 contains 16557 members 
Entering Unmasked Estep 
Score: -3804278.250000 Penalty: 3367.121582
	Iteration 44Q: 3 clusters Score -3804278 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15008 members 
Mstep: Class 2 contains 16575 members 
Entering Unmasked Estep 
Score: -3804293.000000 Penalty: 3367.121582
	Iteration 45Q: 3 clusters Score -3804293 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15006 members 
Mstep: Class 2 contains 16577 members 
Entering Unmasked Estep 
Score: -3804292.500000 Penalty: 3367.121582
	Iteration 46Q: 3 clusters Score -3804292 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15011 members 
Mstep: Class 2 contains 16572 members 
Entering Unmasked Estep 
Score: -3804302.250000 Penalty: 3367.121582
	Iteration 47Q: 3 clusters Score -3804302 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15020 members 
Mstep: Class 2 contains 16563 members 
Entering Unmasked Estep 
Score: -3804303.250000 Penalty: 3367.121582
	Iteration 48Q: 3 clusters Score -3804303 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15046 members 
Mstep: Class 2 contains 16537 members 
Entering Unmasked Estep 
Score: -3804322.500000 Penalty: 3367.121582
	Iteration 49Q: 3 clusters Score -3804322 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15074 members 
Mstep: Class 2 contains 16509 members 
Entering Unmasked Estep 
Score: -3804315.250000 Penalty: 3367.121582
	Iteration 50Q: 3 clusters Score -3804315 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15106 members 
Mstep: Class 2 contains 16477 members 
Entering Unmasked Estep 
Score: -3804323.250000 Penalty: 3367.121582
	Iteration 51Q: 3 clusters Score -3804323 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15134 members 
Mstep: Class 2 contains 16449 members 
Entering Unmasked Estep 
Score: -3804323.000000 Penalty: 3367.121582
	Iteration 52Q: 3 clusters Score -3804323 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15156 members 
Mstep: Class 2 contains 16427 members 
Entering Unmasked Estep 
Score: -3804316.500000 Penalty: 3367.121582
	Iteration 53Q: 3 clusters Score -3804316 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15188 members 
Mstep: Class 2 contains 16395 members 
Entering Unmasked Estep 
Score: -3804314.000000 Penalty: 3367.121582
	Iteration 54Q: 3 clusters Score -3804314 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15212 members 
Mstep: Class 2 contains 16371 members 
Entering Unmasked Estep 
Score: -3804318.750000 Penalty: 3367.121582
	Iteration 55Q: 3 clusters Score -3804319 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15239 members 
Mstep: Class 2 contains 16344 members 
Entering Unmasked Estep 
Score: -3804329.250000 Penalty: 3367.121582
	Iteration 56Q: 3 clusters Score -3804329 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15283 members 
Mstep: Class 2 contains 16300 members 
Entering Unmasked Estep 
Score: -3804329.500000 Penalty: 3367.121582
	Iteration 57Q: 3 clusters Score -3804330 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15314 members 
Mstep: Class 2 contains 16269 members 
Entering Unmasked Estep 
Score: -3804341.500000 Penalty: 3367.121582
	Iteration 58Q: 3 clusters Score -3804342 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15348 members 
Mstep: Class 2 contains 16235 members 
Entering Unmasked Estep 
Score: -3804349.000000 Penalty: 3367.121582
	Iteration 59Q: 3 clusters Score -3804349 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15375 members 
Mstep: Class 2 contains 16208 members 
Entering Unmasked Estep 
Score: -3804346.750000 Penalty: 3367.121582
	Iteration 60F: 3 clusters Score -3804347 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15409 members 
Mstep: Class 2 contains 16174 members 
Entering Unmasked Estep 
Score: -3804349.000000 Penalty: 3367.121582
	Iteration 61Q: 3 clusters Score -3804349 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15435 members 
Mstep: Class 2 contains 16148 members 
Entering Unmasked Estep 
Score: -3804347.000000 Penalty: 3367.121582
	Iteration 62Q: 3 clusters Score -3804347 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15458 members 
Mstep: Class 2 contains 16125 members 
Entering Unmasked Estep 
Score: -3804350.500000 Penalty: 3367.121582
	Iteration 63Q: 3 clusters Score -3804350 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15483 members 
Mstep: Class 2 contains 16100 members 
Entering Unmasked Estep 
Score: -3804361.750000 Penalty: 3367.121582
	Iteration 64Q: 3 clusters Score -3804362 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15510 members 
Mstep: Class 2 contains 16073 members 
Entering Unmasked Estep 
Score: -3804360.500000 Penalty: 3367.121582
	Iteration 65Q: 3 clusters Score -3804360 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15526 members 
Mstep: Class 2 contains 16057 members 
Entering Unmasked Estep 
Score: -3804369.000000 Penalty: 3367.121582
	Iteration 66Q: 3 clusters Score -3804369 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15548 members 
Mstep: Class 2 contains 16035 members 
Entering Unmasked Estep 
Score: -3804372.000000 Penalty: 3367.121582
	Iteration 67Q: 3 clusters Score -3804372 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15575 members 
Mstep: Class 2 contains 16008 members 
Entering Unmasked Estep 
Score: -3804375.250000 Penalty: 3367.121582
	Iteration 68Q: 3 clusters Score -3804375 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15591 members 
Mstep: Class 2 contains 15992 members 
Entering Unmasked Estep 
Score: -3804379.000000 Penalty: 3367.121582
	Iteration 69Q: 3 clusters Score -3804379 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15600 members 
Mstep: Class 2 contains 15983 members 
Entering Unmasked Estep 
Score: -3804381.000000 Penalty: 3367.121582
	Iteration 70Q: 3 clusters Score -3804381 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15612 members 
Mstep: Class 2 contains 15971 members 
Entering Unmasked Estep 
Score: -3804374.750000 Penalty: 3367.121582
	Iteration 71Q: 3 clusters Score -3804375 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15626 members 
Mstep: Class 2 contains 15957 members 
Entering Unmasked Estep 
Score: -3804370.000000 Penalty: 3367.121582
	Iteration 72Q: 3 clusters Score -3804370 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15639 members 
Mstep: Class 2 contains 15944 members 
Entering Unmasked Estep 
Score: -3804377.250000 Penalty: 3367.121582
	Iteration 73Q: 3 clusters Score -3804377 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15646 members 
Mstep: Class 2 contains 15937 members 
Entering Unmasked Estep 
Score: -3804381.000000 Penalty: 3367.121582
	Iteration 74Q: 3 clusters Score -3804381 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15646 members 
Mstep: Class 2 contains 15937 members 
Entering Unmasked Estep 
Score: -3804382.250000 Penalty: 3367.121582
	Iteration 75Q: 3 clusters Score -3804382 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15645 members 
Mstep: Class 2 contains 15938 members 
Entering Unmasked Estep 
Score: -3804383.250000 Penalty: 3367.121582
	Iteration 76Q: 3 clusters Score -3804383 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15650 members 
Mstep: Class 2 contains 15933 members 
Entering Unmasked Estep 
Score: -3804385.250000 Penalty: 3367.121582
	Iteration 77Q: 3 clusters Score -3804385 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15654 members 
Mstep: Class 2 contains 15929 members 
Entering Unmasked Estep 
Score: -3804384.250000 Penalty: 3367.121582
	Iteration 78Q: 3 clusters Score -3804384 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15658 members 
Mstep: Class 2 contains 15925 members 
Entering Unmasked Estep 
Score: -3804384.500000 Penalty: 3367.121582
	Iteration 79Q: 3 clusters Score -3804384 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15661 members 
Mstep: Class 2 contains 15922 members 
Entering Unmasked Estep 
Score: -3804387.500000 Penalty: 3367.121582
	Iteration 80F: 3 clusters Score -3804388 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15660 members 
Mstep: Class 2 contains 15923 members 
Entering Unmasked Estep 
Score: -3804385.250000 Penalty: 3367.121582
	Iteration 81Q: 3 clusters Score -3804385 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15659 members 
Mstep: Class 2 contains 15924 members 
Entering Unmasked Estep 
Score: -3804385.500000 Penalty: 3367.121582
	Iteration 82Q: 3 clusters Score -3804386 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15657 members 
Mstep: Class 2 contains 15926 members 
Entering Unmasked Estep 
Score: -3804384.500000 Penalty: 3367.121582
	Iteration 83Q: 3 clusters Score -3804384 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15657 members 
Mstep: Class 2 contains 15926 members 
Entering Unmasked Estep 
Score: -3804384.500000 Penalty: 3367.121582
	Iteration 84F: 3 clusters Score -3804384 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (3265 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Entering Unmasked Estep 
Score: -414475.437500 Penalty: 1314.789917
	Iteration 0F: 2 clusters Score -414475.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -411557.156250 Penalty: 2629.579834
	Iteration 0F: 3 clusters Score -411557.2 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -412250.375000 Penalty: 2629.579834
	Iteration 1F: 3 clusters Score -412250.4 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -412401.343750 Penalty: 2629.579834
	Iteration 2F: 3 clusters Score -412401.3 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -412522.875000 Penalty: 2629.579834
	Iteration 3F: 3 clusters Score -412522.9 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -412625.000000 Penalty: 2629.579834
	Iteration 4F: 3 clusters Score -412625 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -412703.937500 Penalty: 2629.579834
	Iteration 5Q: 3 clusters Score -412703.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -412766.968750 Penalty: 2629.579834
	Iteration 6Q: 3 clusters Score -412767 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -412826.687500 Penalty: 2629.579834
	Iteration 7Q: 3 clusters Score -412826.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -412878.375000 Penalty: 2629.579834
	Iteration 8Q: 3 clusters Score -412878.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -412932.125000 Penalty: 2629.579834
	Iteration 9Q: 3 clusters Score -412932.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -412982.343750 Penalty: 2629.579834
	Iteration 10Q: 3 clusters Score -412982.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -413035.937500 Penalty: 2629.579834
	Iteration 11Q: 3 clusters Score -413035.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -413092.812500 Penalty: 2629.579834
	Iteration 12Q: 3 clusters Score -413092.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -413142.937500 Penalty: 2629.579834
	Iteration 13Q: 3 clusters Score -413142.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -413191.125000 Penalty: 2629.579834
	Iteration 14Q: 3 clusters Score -413191.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -413231.562500 Penalty: 2629.579834
	Iteration 15Q: 3 clusters Score -413231.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -413255.531250 Penalty: 2629.579834
	Iteration 16Q: 3 clusters Score -413255.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -413281.718750 Penalty: 2629.579834
	Iteration 17Q: 3 clusters Score -413281.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -413298.281250 Penalty: 2629.579834
	Iteration 18Q: 3 clusters Score -413298.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -413317.750000 Penalty: 2629.579834
	Iteration 19Q: 3 clusters Score -413317.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -413330.968750 Penalty: 2629.579834
	Iteration 20F: 3 clusters Score -413331 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -413336.156250 Penalty: 2629.579834
	Iteration 21Q: 3 clusters Score -413336.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -413340.750000 Penalty: 2629.579834
	Iteration 22Q: 3 clusters Score -413340.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -413346.656250 Penalty: 2629.579834
	Iteration 23Q: 3 clusters Score -413346.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -413353.531250 Penalty: 2629.579834
	Iteration 24Q: 3 clusters Score -413353.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -413359.812500 Penalty: 2629.579834
	Iteration 25Q: 3 clusters Score -413359.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -413363.218750 Penalty: 2629.579834
	Iteration 26Q: 3 clusters Score -413363.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -413369.562500 Penalty: 2629.579834
	Iteration 27Q: 3 clusters Score -413369.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -413375.843750 Penalty: 2629.579834
	Iteration 28Q: 3 clusters Score -413375.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -413379.968750 Penalty: 2629.579834
	Iteration 29Q: 3 clusters Score -413380 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -413382.875000 Penalty: 2629.579834
	Iteration 30Q: 3 clusters Score -413382.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -413385.875000 Penalty: 2629.579834
	Iteration 31Q: 3 clusters Score -413385.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -413387.093750 Penalty: 2629.579834
	Iteration 32Q: 3 clusters Score -413387.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -413387.375000 Penalty: 2629.579834
	Iteration 33Q: 3 clusters Score -413387.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -413387.656250 Penalty: 2629.579834
	Iteration 34Q: 3 clusters Score -413387.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -413387.656250 Penalty: 2629.579834
	Iteration 35F: 3 clusters Score -413387.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (12399 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12399 members 
Entering Unmasked Estep 
Score: -1583645.375000 Penalty: 1531.622803
	Iteration 0F: 2 clusters Score -1583645 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6140 members 
Mstep: Class 2 contains 6259 members 
Entering Unmasked Estep 
Score: -1574921.750000 Penalty: 3063.245605
	Iteration 0F: 3 clusters Score -1574922 nChanged 5469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5719 members 
Mstep: Class 2 contains 6680 members 
Entering Unmasked Estep 
Score: -1577913.125000 Penalty: 3063.245605
	Iteration 1F: 3 clusters Score -1577913 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5429 members 
Mstep: Class 2 contains 6970 members 
Entering Unmasked Estep 
Score: -1578186.375000 Penalty: 3063.245605
	Iteration 2F: 3 clusters Score -1578186 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 7361 members 
Entering Unmasked Estep 
Score: -1578463.000000 Penalty: 3063.245605
	Iteration 3F: 3 clusters Score -1578463 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 7845 members 
Entering Unmasked Estep 
Score: -1578773.500000 Penalty: 3063.245605
	Iteration 4F: 3 clusters Score -1578774 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 8424 members 
Entering Unmasked Estep 
Score: -1579124.875000 Penalty: 3063.245605
	Iteration 5F: 3 clusters Score -1579125 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 9056 members 
Entering Unmasked Estep 
Score: -1579568.000000 Penalty: 3063.245605
	Iteration 6F: 3 clusters Score -1579568 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 9756 members 
Entering Unmasked Estep 
Score: -1580093.500000 Penalty: 3063.245605
	Iteration 7F: 3 clusters Score -1580094 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 10460 members 
Entering Unmasked Estep 
Score: -1580687.500000 Penalty: 3063.245605
	Iteration 8F: 3 clusters Score -1580688 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 11064 members 
Entering Unmasked Estep 
Score: -1581213.875000 Penalty: 3063.245605
	Iteration 9Q: 3 clusters Score -1581214 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 11508 members 
Entering Unmasked Estep 
Score: -1581593.500000 Penalty: 3063.245605
	Iteration 10Q: 3 clusters Score -1581594 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 11800 members 
Entering Unmasked Estep 
Score: -1581868.375000 Penalty: 3063.245605
	Iteration 11Q: 3 clusters Score -1581868 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 11972 members 
Entering Unmasked Estep 
Score: -1582047.375000 Penalty: 3063.245605
	Iteration 12Q: 3 clusters Score -1582047 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 12063 members 
Entering Unmasked Estep 
Score: -1582156.000000 Penalty: 3063.245605
	Iteration 13Q: 3 clusters Score -1582156 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 12112 members 
Entering Unmasked Estep 
Score: -1582211.500000 Penalty: 3063.245605
	Iteration 14Q: 3 clusters Score -1582212 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 12136 members 
Entering Unmasked Estep 
Score: -1582247.375000 Penalty: 3063.245605
	Iteration 15Q: 3 clusters Score -1582247 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 12154 members 
Entering Unmasked Estep 
Score: -1582273.000000 Penalty: 3063.245605
	Iteration 16Q: 3 clusters Score -1582273 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 12165 members 
Entering Unmasked Estep 
Score: -1582284.875000 Penalty: 3063.245605
	Iteration 17Q: 3 clusters Score -1582285 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 12172 members 
Entering Unmasked Estep 
Score: -1582299.750000 Penalty: 3063.245605
	Iteration 18Q: 3 clusters Score -1582300 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 12183 members 
Entering Unmasked Estep 
Score: -1582318.625000 Penalty: 3063.245605
	Iteration 19Q: 3 clusters Score -1582319 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 12186 members 
Entering Unmasked Estep 
Score: -1582327.500000 Penalty: 3063.245605
	Iteration 20F: 3 clusters Score -1582328 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 12190 members 
Entering Unmasked Estep 
Score: -1582330.750000 Penalty: 3063.245605
	Iteration 21Q: 3 clusters Score -1582331 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 12190 members 
Entering Unmasked Estep 
Score: -1582330.750000 Penalty: 3063.245605
	Iteration 22F: 3 clusters Score -1582331 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (30305 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30305 members 
Entering Unmasked Estep 
Score: -3933196.250000 Penalty: 1676.848511
	Iteration 0F: 2 clusters Score -3933196 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15190 members 
Mstep: Class 2 contains 15115 members 
Entering Unmasked Estep 
Score: -3912861.250000 Penalty: 3353.697021
	Iteration 0F: 3 clusters Score -3912861 nChanged 13884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15604 members 
Mstep: Class 2 contains 14701 members 
Entering Unmasked Estep 
Score: -3920528.250000 Penalty: 3353.697021
	Iteration 1F: 3 clusters Score -3920528 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15694 members 
Mstep: Class 2 contains 14611 members 
Entering Unmasked Estep 
Score: -3920818.250000 Penalty: 3353.697021
	Iteration 2Q: 3 clusters Score -3920818 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15852 members 
Mstep: Class 2 contains 14453 members 
Entering Unmasked Estep 
Score: -3921084.000000 Penalty: 3353.697021
	Iteration 3Q: 3 clusters Score -3921084 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16068 members 
Mstep: Class 2 contains 14237 members 
Entering Unmasked Estep 
Score: -3921321.750000 Penalty: 3353.697021
	Iteration 4Q: 3 clusters Score -3921322 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16380 members 
Mstep: Class 2 contains 13925 members 
Entering Unmasked Estep 
Score: -3921617.250000 Penalty: 3353.697021
	Iteration 5Q: 3 clusters Score -3921617 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16817 members 
Mstep: Class 2 contains 13488 members 
Entering Unmasked Estep 
Score: -3921924.500000 Penalty: 3353.697021
	Iteration 6Q: 3 clusters Score -3921924 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17396 members 
Mstep: Class 2 contains 12909 members 
Entering Unmasked Estep 
Score: -3922367.750000 Penalty: 3353.697021
	Iteration 7Q: 3 clusters Score -3922368 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18170 members 
Mstep: Class 2 contains 12135 members 
Entering Unmasked Estep 
Score: -3923003.500000 Penalty: 3353.697021
	Iteration 8Q: 3 clusters Score -3923004 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19144 members 
Mstep: Class 2 contains 11161 members 
Entering Unmasked Estep 
Score: -3923843.000000 Penalty: 3353.697021
	Iteration 9Q: 3 clusters Score -3923843 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20263 members 
Mstep: Class 2 contains 10042 members 
Entering Unmasked Estep 
Score: -3924992.250000 Penalty: 3353.697021
	Iteration 10F: 3 clusters Score -3924992 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21371 members 
Mstep: Class 2 contains 8934 members 
Entering Unmasked Estep 
Score: -3926328.500000 Penalty: 3353.697021
	Iteration 11F: 3 clusters Score -3926328 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22240 members 
Mstep: Class 2 contains 8065 members 
Entering Unmasked Estep 
Score: -3927485.500000 Penalty: 3353.697021
	Iteration 12Q: 3 clusters Score -3927486 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22901 members 
Mstep: Class 2 contains 7404 members 
Entering Unmasked Estep 
Score: -3928253.500000 Penalty: 3353.697021
	Iteration 13Q: 3 clusters Score -3928254 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23444 members 
Mstep: Class 2 contains 6861 members 
Entering Unmasked Estep 
Score: -3928674.750000 Penalty: 3353.697021
	Iteration 14Q: 3 clusters Score -3928675 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23881 members 
Mstep: Class 2 contains 6424 members 
Entering Unmasked Estep 
Score: -3928923.000000 Penalty: 3353.697021
	Iteration 15Q: 3 clusters Score -3928923 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24304 members 
Mstep: Class 2 contains 6001 members 
Entering Unmasked Estep 
Score: -3929143.000000 Penalty: 3353.697021
	Iteration 16Q: 3 clusters Score -3929143 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24725 members 
Mstep: Class 2 contains 5580 members 
Entering Unmasked Estep 
Score: -3929341.250000 Penalty: 3353.697021
	Iteration 17Q: 3 clusters Score -3929341 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25151 members 
Mstep: Class 2 contains 5154 members 
Entering Unmasked Estep 
Score: -3929560.250000 Penalty: 3353.697021
	Iteration 18Q: 3 clusters Score -3929560 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25571 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -3929777.000000 Penalty: 3353.697021
	Iteration 19Q: 3 clusters Score -3929777 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25949 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -3929957.750000 Penalty: 3353.697021
	Iteration 20F: 3 clusters Score -3929958 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26325 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -3930152.500000 Penalty: 3353.697021
	Iteration 21Q: 3 clusters Score -3930152 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26688 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -3930326.000000 Penalty: 3353.697021
	Iteration 22Q: 3 clusters Score -3930326 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27017 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -3930486.500000 Penalty: 3353.697021
	Iteration 23Q: 3 clusters Score -3930486 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27286 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -3930606.750000 Penalty: 3353.697021
	Iteration 24Q: 3 clusters Score -3930607 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27544 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -3930727.250000 Penalty: 3353.697021
	Iteration 25Q: 3 clusters Score -3930727 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27777 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -3930843.000000 Penalty: 3353.697021
	Iteration 26Q: 3 clusters Score -3930843 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27979 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -3930931.750000 Penalty: 3353.697021
	Iteration 27Q: 3 clusters Score -3930932 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28171 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -3931009.750000 Penalty: 3353.697021
	Iteration 28Q: 3 clusters Score -3931010 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28347 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -3931084.500000 Penalty: 3353.697021
	Iteration 29Q: 3 clusters Score -3931084 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28511 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -3931142.000000 Penalty: 3353.697021
	Iteration 30Q: 3 clusters Score -3931142 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28671 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -3931199.500000 Penalty: 3353.697021
	Iteration 31Q: 3 clusters Score -3931200 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28815 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -3931261.750000 Penalty: 3353.697021
	Iteration 32Q: 3 clusters Score -3931262 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28934 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -3931314.250000 Penalty: 3353.697021
	Iteration 33Q: 3 clusters Score -3931314 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29051 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -3931367.500000 Penalty: 3353.697021
	Iteration 34Q: 3 clusters Score -3931368 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29147 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -3931425.250000 Penalty: 3353.697021
	Iteration 35Q: 3 clusters Score -3931425 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29243 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -3931477.750000 Penalty: 3353.697021
	Iteration 36Q: 3 clusters Score -3931478 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29320 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -3931520.750000 Penalty: 3353.697021
	Iteration 37Q: 3 clusters Score -3931521 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29405 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -3931567.000000 Penalty: 3353.697021
	Iteration 38Q: 3 clusters Score -3931567 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29466 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -3931597.250000 Penalty: 3353.697021
	Iteration 39Q: 3 clusters Score -3931597 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29502 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -3931618.000000 Penalty: 3353.697021
	Iteration 40F: 3 clusters Score -3931618 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29543 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -3931640.500000 Penalty: 3353.697021
	Iteration 41Q: 3 clusters Score -3931640 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29577 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -3931651.250000 Penalty: 3353.697021
	Iteration 42Q: 3 clusters Score -3931651 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29601 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -3931663.250000 Penalty: 3353.697021
	Iteration 43Q: 3 clusters Score -3931663 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29621 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -3931676.500000 Penalty: 3353.697021
	Iteration 44Q: 3 clusters Score -3931676 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29644 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -3931681.750000 Penalty: 3353.697021
	Iteration 45Q: 3 clusters Score -3931682 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29670 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -3931691.000000 Penalty: 3353.697021
	Iteration 46Q: 3 clusters Score -3931691 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29681 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -3931699.250000 Penalty: 3353.697021
	Iteration 47Q: 3 clusters Score -3931699 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29698 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -3931703.500000 Penalty: 3353.697021
	Iteration 48Q: 3 clusters Score -3931704 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29715 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -3931715.000000 Penalty: 3353.697021
	Iteration 49Q: 3 clusters Score -3931715 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29730 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -3931714.500000 Penalty: 3353.697021
	Iteration 50Q: 3 clusters Score -3931714 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29741 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -3931723.000000 Penalty: 3353.697021
	Iteration 51Q: 3 clusters Score -3931723 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29751 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -3931729.250000 Penalty: 3353.697021
	Iteration 52Q: 3 clusters Score -3931729 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29761 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -3931730.000000 Penalty: 3353.697021
	Iteration 53Q: 3 clusters Score -3931730 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29774 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -3931738.500000 Penalty: 3353.697021
	Iteration 54Q: 3 clusters Score -3931738 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29780 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -3931743.500000 Penalty: 3353.697021
	Iteration 55Q: 3 clusters Score -3931744 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29787 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -3931749.750000 Penalty: 3353.697021
	Iteration 56Q: 3 clusters Score -3931750 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29794 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -3931751.750000 Penalty: 3353.697021
	Iteration 57Q: 3 clusters Score -3931752 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29800 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -3931750.000000 Penalty: 3353.697021
	Iteration 58Q: 3 clusters Score -3931750 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29805 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -3931755.750000 Penalty: 3353.697021
	Iteration 59Q: 3 clusters Score -3931756 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29810 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -3931762.500000 Penalty: 3353.697021
	Iteration 60F: 3 clusters Score -3931762 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29813 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -3931760.500000 Penalty: 3353.697021
	Iteration 61Q: 3 clusters Score -3931760 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29819 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -3931767.750000 Penalty: 3353.697021
	Iteration 62Q: 3 clusters Score -3931768 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29823 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -3931772.500000 Penalty: 3353.697021
	Iteration 63Q: 3 clusters Score -3931772 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29826 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -3931772.000000 Penalty: 3353.697021
	Iteration 64Q: 3 clusters Score -3931772 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29828 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -3931777.000000 Penalty: 3353.697021
	Iteration 65Q: 3 clusters Score -3931777 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29828 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -3931779.500000 Penalty: 3353.697021
	Iteration 66Q: 3 clusters Score -3931780 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29827 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -3931778.500000 Penalty: 3353.697021
	Iteration 67Q: 3 clusters Score -3931778 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29827 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -3931778.500000 Penalty: 3353.697021
	Iteration 68F: 3 clusters Score -3931778 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (14980 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14980 members 
Entering Unmasked Estep 
Score: -1869541.250000 Penalty: 1562.351562
	Iteration 0F: 2 clusters Score -1869541 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7401 members 
Mstep: Class 2 contains 7579 members 
Entering Unmasked Estep 
Score: -1859183.000000 Penalty: 3124.703125
	Iteration 0F: 3 clusters Score -1859183 nChanged 6661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7046 members 
Mstep: Class 2 contains 7934 members 
Entering Unmasked Estep 
Score: -1862757.875000 Penalty: 3124.703125
	Iteration 1F: 3 clusters Score -1862758 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6797 members 
Mstep: Class 2 contains 8183 members 
Entering Unmasked Estep 
Score: -1863126.750000 Penalty: 3124.703125
	Iteration 2F: 3 clusters Score -1863127 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6479 members 
Mstep: Class 2 contains 8501 members 
Entering Unmasked Estep 
Score: -1863490.500000 Penalty: 3124.703125
	Iteration 3F: 3 clusters Score -1863490 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6064 members 
Mstep: Class 2 contains 8916 members 
Entering Unmasked Estep 
Score: -1863869.875000 Penalty: 3124.703125
	Iteration 4F: 3 clusters Score -1863870 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5562 members 
Mstep: Class 2 contains 9418 members 
Entering Unmasked Estep 
Score: -1864338.625000 Penalty: 3124.703125
	Iteration 5F: 3 clusters Score -1864339 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 10056 members 
Entering Unmasked Estep 
Score: -1864914.500000 Penalty: 3124.703125
	Iteration 6F: 3 clusters Score -1864914 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 10793 members 
Entering Unmasked Estep 
Score: -1865569.875000 Penalty: 3124.703125
	Iteration 7F: 3 clusters Score -1865570 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 11632 members 
Entering Unmasked Estep 
Score: -1866282.750000 Penalty: 3124.703125
	Iteration 8F: 3 clusters Score -1866283 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 12420 members 
Entering Unmasked Estep 
Score: -1866986.125000 Penalty: 3124.703125
	Iteration 9F: 3 clusters Score -1866986 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 13048 members 
Entering Unmasked Estep 
Score: -1867515.250000 Penalty: 3124.703125
	Iteration 10Q: 3 clusters Score -1867515 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 13476 members 
Entering Unmasked Estep 
Score: -1867863.375000 Penalty: 3124.703125
	Iteration 11Q: 3 clusters Score -1867863 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 13764 members 
Entering Unmasked Estep 
Score: -1868094.750000 Penalty: 3124.703125
	Iteration 12Q: 3 clusters Score -1868095 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 13965 members 
Entering Unmasked Estep 
Score: -1868271.500000 Penalty: 3124.703125
	Iteration 13Q: 3 clusters Score -1868272 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 14081 members 
Entering Unmasked Estep 
Score: -1868392.500000 Penalty: 3124.703125
	Iteration 14Q: 3 clusters Score -1868392 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 14165 members 
Entering Unmasked Estep 
Score: -1868493.375000 Penalty: 3124.703125
	Iteration 15Q: 3 clusters Score -1868493 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 14220 members 
Entering Unmasked Estep 
Score: -1868566.375000 Penalty: 3124.703125
	Iteration 16Q: 3 clusters Score -1868566 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 14262 members 
Entering Unmasked Estep 
Score: -1868620.625000 Penalty: 3124.703125
	Iteration 17Q: 3 clusters Score -1868621 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 14295 members 
Entering Unmasked Estep 
Score: -1868659.625000 Penalty: 3124.703125
	Iteration 18Q: 3 clusters Score -1868660 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 14319 members 
Entering Unmasked Estep 
Score: -1868689.125000 Penalty: 3124.703125
	Iteration 19Q: 3 clusters Score -1868689 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 14343 members 
Entering Unmasked Estep 
Score: -1868700.625000 Penalty: 3124.703125
	Iteration 20F: 3 clusters Score -1868701 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 14354 members 
Entering Unmasked Estep 
Score: -1868707.875000 Penalty: 3124.703125
	Iteration 21Q: 3 clusters Score -1868708 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 14359 members 
Entering Unmasked Estep 
Score: -1868716.000000 Penalty: 3124.703125
	Iteration 22Q: 3 clusters Score -1868716 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 14362 members 
Entering Unmasked Estep 
Score: -1868721.625000 Penalty: 3124.703125
	Iteration 23Q: 3 clusters Score -1868722 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 14368 members 
Entering Unmasked Estep 
Score: -1868736.125000 Penalty: 3124.703125
	Iteration 24Q: 3 clusters Score -1868736 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 14376 members 
Entering Unmasked Estep 
Score: -1868751.625000 Penalty: 3124.703125
	Iteration 25Q: 3 clusters Score -1868752 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 14381 members 
Entering Unmasked Estep 
Score: -1868760.250000 Penalty: 3124.703125
	Iteration 26Q: 3 clusters Score -1868760 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 14386 members 
Entering Unmasked Estep 
Score: -1868768.250000 Penalty: 3124.703125
	Iteration 27Q: 3 clusters Score -1868768 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 14393 members 
Entering Unmasked Estep 
Score: -1868772.625000 Penalty: 3124.703125
	Iteration 28Q: 3 clusters Score -1868773 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 14396 members 
Entering Unmasked Estep 
Score: -1868774.875000 Penalty: 3124.703125
	Iteration 29Q: 3 clusters Score -1868775 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 14398 members 
Entering Unmasked Estep 
Score: -1868778.000000 Penalty: 3124.703125
	Iteration 30Q: 3 clusters Score -1868778 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 14402 members 
Entering Unmasked Estep 
Score: -1868779.125000 Penalty: 3124.703125
	Iteration 31Q: 3 clusters Score -1868779 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 14405 members 
Entering Unmasked Estep 
Score: -1868780.500000 Penalty: 3124.703125
	Iteration 32Q: 3 clusters Score -1868780 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 14405 members 
Entering Unmasked Estep 
Score: -1868780.500000 Penalty: 3124.703125
	Iteration 33F: 3 clusters Score -1868780 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (14056 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14056 members 
Entering Unmasked Estep 
Score: -1773762.750000 Penalty: 1552.005859
	Iteration 0F: 2 clusters Score -1773763 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6945 members 
Mstep: Class 2 contains 7111 members 
Entering Unmasked Estep 
Score: -1764021.125000 Penalty: 3104.011719
	Iteration 0F: 3 clusters Score -1764021 nChanged 6206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6569 members 
Mstep: Class 2 contains 7487 members 
Entering Unmasked Estep 
Score: -1767595.125000 Penalty: 3104.011719
	Iteration 1F: 3 clusters Score -1767595 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6436 members 
Mstep: Class 2 contains 7620 members 
Entering Unmasked Estep 
Score: -1767948.875000 Penalty: 3104.011719
	Iteration 2F: 3 clusters Score -1767949 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6245 members 
Mstep: Class 2 contains 7811 members 
Entering Unmasked Estep 
Score: -1768293.125000 Penalty: 3104.011719
	Iteration 3F: 3 clusters Score -1768293 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5993 members 
Mstep: Class 2 contains 8063 members 
Entering Unmasked Estep 
Score: -1768655.000000 Penalty: 3104.011719
	Iteration 4Q: 3 clusters Score -1768655 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5664 members 
Mstep: Class 2 contains 8392 members 
Entering Unmasked Estep 
Score: -1769056.500000 Penalty: 3104.011719
	Iteration 5Q: 3 clusters Score -1769056 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 8706 members 
Entering Unmasked Estep 
Score: -1769411.500000 Penalty: 3104.011719
	Iteration 6Q: 3 clusters Score -1769412 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 9005 members 
Entering Unmasked Estep 
Score: -1769762.250000 Penalty: 3104.011719
	Iteration 7Q: 3 clusters Score -1769762 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 9299 members 
Entering Unmasked Estep 
Score: -1770100.625000 Penalty: 3104.011719
	Iteration 8Q: 3 clusters Score -1770101 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 9589 members 
Entering Unmasked Estep 
Score: -1770506.625000 Penalty: 3104.011719
	Iteration 9Q: 3 clusters Score -1770507 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 9870 members 
Entering Unmasked Estep 
Score: -1770908.250000 Penalty: 3104.011719
	Iteration 10Q: 3 clusters Score -1770908 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 10123 members 
Entering Unmasked Estep 
Score: -1771240.250000 Penalty: 3104.011719
	Iteration 11Q: 3 clusters Score -1771240 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 10322 members 
Entering Unmasked Estep 
Score: -1771495.375000 Penalty: 3104.011719
	Iteration 12Q: 3 clusters Score -1771495 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 10481 members 
Entering Unmasked Estep 
Score: -1771680.000000 Penalty: 3104.011719
	Iteration 13Q: 3 clusters Score -1771680 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 10624 members 
Entering Unmasked Estep 
Score: -1771826.125000 Penalty: 3104.011719
	Iteration 14Q: 3 clusters Score -1771826 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 10766 members 
Entering Unmasked Estep 
Score: -1771941.750000 Penalty: 3104.011719
	Iteration 15Q: 3 clusters Score -1771942 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 10895 members 
Entering Unmasked Estep 
Score: -1772016.625000 Penalty: 3104.011719
	Iteration 16Q: 3 clusters Score -1772017 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 10998 members 
Entering Unmasked Estep 
Score: -1772067.750000 Penalty: 3104.011719
	Iteration 17Q: 3 clusters Score -1772068 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 11091 members 
Entering Unmasked Estep 
Score: -1772113.375000 Penalty: 3104.011719
	Iteration 18Q: 3 clusters Score -1772113 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 11178 members 
Entering Unmasked Estep 
Score: -1772150.875000 Penalty: 3104.011719
	Iteration 19Q: 3 clusters Score -1772151 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 11253 members 
Entering Unmasked Estep 
Score: -1772182.500000 Penalty: 3104.011719
	Iteration 20F: 3 clusters Score -1772182 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 11318 members 
Entering Unmasked Estep 
Score: -1772201.125000 Penalty: 3104.011719
	Iteration 21Q: 3 clusters Score -1772201 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 11371 members 
Entering Unmasked Estep 
Score: -1772213.750000 Penalty: 3104.011719
	Iteration 22Q: 3 clusters Score -1772214 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 11431 members 
Entering Unmasked Estep 
Score: -1772225.750000 Penalty: 3104.011719
	Iteration 23Q: 3 clusters Score -1772226 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 11482 members 
Entering Unmasked Estep 
Score: -1772245.125000 Penalty: 3104.011719
	Iteration 24Q: 3 clusters Score -1772245 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 11532 members 
Entering Unmasked Estep 
Score: -1772264.000000 Penalty: 3104.011719
	Iteration 25Q: 3 clusters Score -1772264 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 11581 members 
Entering Unmasked Estep 
Score: -1772279.875000 Penalty: 3104.011719
	Iteration 26Q: 3 clusters Score -1772280 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 11625 members 
Entering Unmasked Estep 
Score: -1772292.875000 Penalty: 3104.011719
	Iteration 27Q: 3 clusters Score -1772293 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 11676 members 
Entering Unmasked Estep 
Score: -1772315.000000 Penalty: 3104.011719
	Iteration 28Q: 3 clusters Score -1772315 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 11726 members 
Entering Unmasked Estep 
Score: -1772337.250000 Penalty: 3104.011719
	Iteration 29Q: 3 clusters Score -1772337 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 11784 members 
Entering Unmasked Estep 
Score: -1772370.625000 Penalty: 3104.011719
	Iteration 30Q: 3 clusters Score -1772371 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 11844 members 
Entering Unmasked Estep 
Score: -1772413.500000 Penalty: 3104.011719
	Iteration 31Q: 3 clusters Score -1772414 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 11905 members 
Entering Unmasked Estep 
Score: -1772477.250000 Penalty: 3104.011719
	Iteration 32Q: 3 clusters Score -1772477 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 11957 members 
Entering Unmasked Estep 
Score: -1772527.000000 Penalty: 3104.011719
	Iteration 33Q: 3 clusters Score -1772527 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 12018 members 
Entering Unmasked Estep 
Score: -1772593.125000 Penalty: 3104.011719
	Iteration 34Q: 3 clusters Score -1772593 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 12078 members 
Entering Unmasked Estep 
Score: -1772630.875000 Penalty: 3104.011719
	Iteration 35Q: 3 clusters Score -1772631 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 12128 members 
Entering Unmasked Estep 
Score: -1772660.625000 Penalty: 3104.011719
	Iteration 36Q: 3 clusters Score -1772661 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 12163 members 
Entering Unmasked Estep 
Score: -1772667.500000 Penalty: 3104.011719
	Iteration 37Q: 3 clusters Score -1772668 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 12190 members 
Entering Unmasked Estep 
Score: -1772679.625000 Penalty: 3104.011719
	Iteration 38Q: 3 clusters Score -1772680 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 12203 members 
Entering Unmasked Estep 
Score: -1772686.375000 Penalty: 3104.011719
	Iteration 39Q: 3 clusters Score -1772686 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 12223 members 
Entering Unmasked Estep 
Score: -1772692.125000 Penalty: 3104.011719
	Iteration 40F: 3 clusters Score -1772692 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 12238 members 
Entering Unmasked Estep 
Score: -1772699.125000 Penalty: 3104.011719
	Iteration 41Q: 3 clusters Score -1772699 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 12254 members 
Entering Unmasked Estep 
Score: -1772704.500000 Penalty: 3104.011719
	Iteration 42Q: 3 clusters Score -1772704 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 12273 members 
Entering Unmasked Estep 
Score: -1772710.125000 Penalty: 3104.011719
	Iteration 43Q: 3 clusters Score -1772710 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 12290 members 
Entering Unmasked Estep 
Score: -1772718.750000 Penalty: 3104.011719
	Iteration 44Q: 3 clusters Score -1772719 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 12309 members 
Entering Unmasked Estep 
Score: -1772719.125000 Penalty: 3104.011719
	Iteration 45Q: 3 clusters Score -1772719 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 12329 members 
Entering Unmasked Estep 
Score: -1772728.750000 Penalty: 3104.011719
	Iteration 46Q: 3 clusters Score -1772729 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 12349 members 
Entering Unmasked Estep 
Score: -1772734.125000 Penalty: 3104.011719
	Iteration 47Q: 3 clusters Score -1772734 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 12366 members 
Entering Unmasked Estep 
Score: -1772740.375000 Penalty: 3104.011719
	Iteration 48Q: 3 clusters Score -1772740 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 12385 members 
Entering Unmasked Estep 
Score: -1772750.875000 Penalty: 3104.011719
	Iteration 49Q: 3 clusters Score -1772751 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 12405 members 
Entering Unmasked Estep 
Score: -1772752.875000 Penalty: 3104.011719
	Iteration 50Q: 3 clusters Score -1772753 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 12433 members 
Entering Unmasked Estep 
Score: -1772759.500000 Penalty: 3104.011719
	Iteration 51Q: 3 clusters Score -1772760 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 12455 members 
Entering Unmasked Estep 
Score: -1772764.500000 Penalty: 3104.011719
	Iteration 52Q: 3 clusters Score -1772764 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 12467 members 
Entering Unmasked Estep 
Score: -1772768.250000 Penalty: 3104.011719
	Iteration 53Q: 3 clusters Score -1772768 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 12485 members 
Entering Unmasked Estep 
Score: -1772775.250000 Penalty: 3104.011719
	Iteration 54Q: 3 clusters Score -1772775 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 12503 members 
Entering Unmasked Estep 
Score: -1772783.000000 Penalty: 3104.011719
	Iteration 55Q: 3 clusters Score -1772783 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 12518 members 
Entering Unmasked Estep 
Score: -1772789.000000 Penalty: 3104.011719
	Iteration 56Q: 3 clusters Score -1772789 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 12529 members 
Entering Unmasked Estep 
Score: -1772789.250000 Penalty: 3104.011719
	Iteration 57Q: 3 clusters Score -1772789 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 12537 members 
Entering Unmasked Estep 
Score: -1772792.000000 Penalty: 3104.011719
	Iteration 58Q: 3 clusters Score -1772792 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 12546 members 
Entering Unmasked Estep 
Score: -1772790.875000 Penalty: 3104.011719
	Iteration 59Q: 3 clusters Score -1772791 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 12554 members 
Entering Unmasked Estep 
Score: -1772794.750000 Penalty: 3104.011719
	Iteration 60F: 3 clusters Score -1772795 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 12559 members 
Entering Unmasked Estep 
Score: -1772793.250000 Penalty: 3104.011719
	Iteration 61Q: 3 clusters Score -1772793 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 12563 members 
Entering Unmasked Estep 
Score: -1772795.250000 Penalty: 3104.011719
	Iteration 62Q: 3 clusters Score -1772795 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 12565 members 
Entering Unmasked Estep 
Score: -1772793.000000 Penalty: 3104.011719
	Iteration 63Q: 3 clusters Score -1772793 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 12567 members 
Entering Unmasked Estep 
Score: -1772793.625000 Penalty: 3104.011719
	Iteration 64Q: 3 clusters Score -1772794 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 12567 members 
Entering Unmasked Estep 
Score: -1772793.625000 Penalty: 3104.011719
	Iteration 65F: 3 clusters Score -1772794 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (26263 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26263 members 
Entering Unmasked Estep 
Score: -3096719.250000 Penalty: 1653.586426
	Iteration 0F: 2 clusters Score -3096719 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13241 members 
Mstep: Class 2 contains 13022 members 
Entering Unmasked Estep 
Score: -3078961.250000 Penalty: 3307.172852
	Iteration 0F: 3 clusters Score -3078961 nChanged 12124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13559 members 
Mstep: Class 2 contains 12704 members 
Entering Unmasked Estep 
Score: -3086011.250000 Penalty: 3307.172852
	Iteration 1F: 3 clusters Score -3086011 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13783 members 
Mstep: Class 2 contains 12480 members 
Entering Unmasked Estep 
Score: -3086730.000000 Penalty: 3307.172852
	Iteration 2F: 3 clusters Score -3086730 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14096 members 
Mstep: Class 2 contains 12167 members 
Entering Unmasked Estep 
Score: -3087421.500000 Penalty: 3307.172852
	Iteration 3F: 3 clusters Score -3087422 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14511 members 
Mstep: Class 2 contains 11752 members 
Entering Unmasked Estep 
Score: -3088114.750000 Penalty: 3307.172852
	Iteration 4F: 3 clusters Score -3088115 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14958 members 
Mstep: Class 2 contains 11305 members 
Entering Unmasked Estep 
Score: -3088858.750000 Penalty: 3307.172852
	Iteration 5F: 3 clusters Score -3088859 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15490 members 
Mstep: Class 2 contains 10773 members 
Entering Unmasked Estep 
Score: -3089638.000000 Penalty: 3307.172852
	Iteration 6F: 3 clusters Score -3089638 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16007 members 
Mstep: Class 2 contains 10256 members 
Entering Unmasked Estep 
Score: -3090304.500000 Penalty: 3307.172852
	Iteration 7Q: 3 clusters Score -3090304 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16472 members 
Mstep: Class 2 contains 9791 members 
Entering Unmasked Estep 
Score: -3090908.500000 Penalty: 3307.172852
	Iteration 8Q: 3 clusters Score -3090908 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16891 members 
Mstep: Class 2 contains 9372 members 
Entering Unmasked Estep 
Score: -3091414.500000 Penalty: 3307.172852
	Iteration 9Q: 3 clusters Score -3091414 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17266 members 
Mstep: Class 2 contains 8997 members 
Entering Unmasked Estep 
Score: -3091816.250000 Penalty: 3307.172852
	Iteration 10Q: 3 clusters Score -3091816 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17649 members 
Mstep: Class 2 contains 8614 members 
Entering Unmasked Estep 
Score: -3092108.250000 Penalty: 3307.172852
	Iteration 11Q: 3 clusters Score -3092108 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17998 members 
Mstep: Class 2 contains 8265 members 
Entering Unmasked Estep 
Score: -3092323.250000 Penalty: 3307.172852
	Iteration 12Q: 3 clusters Score -3092323 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18340 members 
Mstep: Class 2 contains 7923 members 
Entering Unmasked Estep 
Score: -3092490.250000 Penalty: 3307.172852
	Iteration 13Q: 3 clusters Score -3092490 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18664 members 
Mstep: Class 2 contains 7599 members 
Entering Unmasked Estep 
Score: -3092610.500000 Penalty: 3307.172852
	Iteration 14Q: 3 clusters Score -3092610 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18940 members 
Mstep: Class 2 contains 7323 members 
Entering Unmasked Estep 
Score: -3092689.500000 Penalty: 3307.172852
	Iteration 15Q: 3 clusters Score -3092690 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19216 members 
Mstep: Class 2 contains 7047 members 
Entering Unmasked Estep 
Score: -3092776.000000 Penalty: 3307.172852
	Iteration 16Q: 3 clusters Score -3092776 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19496 members 
Mstep: Class 2 contains 6767 members 
Entering Unmasked Estep 
Score: -3092877.000000 Penalty: 3307.172852
	Iteration 17Q: 3 clusters Score -3092877 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19780 members 
Mstep: Class 2 contains 6483 members 
Entering Unmasked Estep 
Score: -3092961.000000 Penalty: 3307.172852
	Iteration 18Q: 3 clusters Score -3092961 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20055 members 
Mstep: Class 2 contains 6208 members 
Entering Unmasked Estep 
Score: -3093054.750000 Penalty: 3307.172852
	Iteration 19Q: 3 clusters Score -3093055 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20313 members 
Mstep: Class 2 contains 5950 members 
Entering Unmasked Estep 
Score: -3093124.750000 Penalty: 3307.172852
	Iteration 20F: 3 clusters Score -3093125 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20592 members 
Mstep: Class 2 contains 5671 members 
Entering Unmasked Estep 
Score: -3093215.000000 Penalty: 3307.172852
	Iteration 21Q: 3 clusters Score -3093215 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20905 members 
Mstep: Class 2 contains 5358 members 
Entering Unmasked Estep 
Score: -3093346.500000 Penalty: 3307.172852
	Iteration 22Q: 3 clusters Score -3093346 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21257 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -3093486.000000 Penalty: 3307.172852
	Iteration 23Q: 3 clusters Score -3093486 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21598 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -3093609.000000 Penalty: 3307.172852
	Iteration 24Q: 3 clusters Score -3093609 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21917 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -3093747.250000 Penalty: 3307.172852
	Iteration 25Q: 3 clusters Score -3093747 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22269 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -3093911.000000 Penalty: 3307.172852
	Iteration 26Q: 3 clusters Score -3093911 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22583 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -3094054.500000 Penalty: 3307.172852
	Iteration 27Q: 3 clusters Score -3094054 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22891 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -3094182.000000 Penalty: 3307.172852
	Iteration 28Q: 3 clusters Score -3094182 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23180 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -3094326.250000 Penalty: 3307.172852
	Iteration 29Q: 3 clusters Score -3094326 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23453 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -3094454.250000 Penalty: 3307.172852
	Iteration 30Q: 3 clusters Score -3094454 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23707 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -3094555.750000 Penalty: 3307.172852
	Iteration 31Q: 3 clusters Score -3094556 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23935 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -3094649.000000 Penalty: 3307.172852
	Iteration 32Q: 3 clusters Score -3094649 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24150 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -3094738.500000 Penalty: 3307.172852
	Iteration 33Q: 3 clusters Score -3094738 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24342 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -3094817.500000 Penalty: 3307.172852
	Iteration 34Q: 3 clusters Score -3094818 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24505 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -3094885.500000 Penalty: 3307.172852
	Iteration 35Q: 3 clusters Score -3094886 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24654 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -3094958.000000 Penalty: 3307.172852
	Iteration 36Q: 3 clusters Score -3094958 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24778 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -3095011.750000 Penalty: 3307.172852
	Iteration 37Q: 3 clusters Score -3095012 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24908 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -3095071.500000 Penalty: 3307.172852
	Iteration 38Q: 3 clusters Score -3095072 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25013 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -3095119.750000 Penalty: 3307.172852
	Iteration 39Q: 3 clusters Score -3095120 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25097 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -3095161.000000 Penalty: 3307.172852
	Iteration 40F: 3 clusters Score -3095161 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25158 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -3095183.250000 Penalty: 3307.172852
	Iteration 41Q: 3 clusters Score -3095183 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25208 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -3095201.250000 Penalty: 3307.172852
	Iteration 42Q: 3 clusters Score -3095201 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25245 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -3095210.000000 Penalty: 3307.172852
	Iteration 43Q: 3 clusters Score -3095210 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25280 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -3095224.000000 Penalty: 3307.172852
	Iteration 44Q: 3 clusters Score -3095224 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25309 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -3095233.000000 Penalty: 3307.172852
	Iteration 45Q: 3 clusters Score -3095233 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25333 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -3095243.500000 Penalty: 3307.172852
	Iteration 46Q: 3 clusters Score -3095244 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25357 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -3095256.750000 Penalty: 3307.172852
	Iteration 47Q: 3 clusters Score -3095257 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25384 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -3095270.250000 Penalty: 3307.172852
	Iteration 48Q: 3 clusters Score -3095270 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25413 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -3095294.500000 Penalty: 3307.172852
	Iteration 49Q: 3 clusters Score -3095294 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25449 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -3095310.750000 Penalty: 3307.172852
	Iteration 50Q: 3 clusters Score -3095311 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25491 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -3095327.250000 Penalty: 3307.172852
	Iteration 51Q: 3 clusters Score -3095327 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25528 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -3095345.750000 Penalty: 3307.172852
	Iteration 52Q: 3 clusters Score -3095346 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25566 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -3095365.250000 Penalty: 3307.172852
	Iteration 53Q: 3 clusters Score -3095365 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25607 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -3095385.500000 Penalty: 3307.172852
	Iteration 54Q: 3 clusters Score -3095386 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25634 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -3095404.000000 Penalty: 3307.172852
	Iteration 55Q: 3 clusters Score -3095404 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25658 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -3095424.750000 Penalty: 3307.172852
	Iteration 56Q: 3 clusters Score -3095425 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25679 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -3095434.500000 Penalty: 3307.172852
	Iteration 57Q: 3 clusters Score -3095434 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25698 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -3095445.250000 Penalty: 3307.172852
	Iteration 58Q: 3 clusters Score -3095445 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25709 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -3095456.000000 Penalty: 3307.172852
	Iteration 59Q: 3 clusters Score -3095456 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25721 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -3095459.500000 Penalty: 3307.172852
	Iteration 60F: 3 clusters Score -3095460 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25723 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -3095463.000000 Penalty: 3307.172852
	Iteration 61Q: 3 clusters Score -3095463 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25726 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -3095465.500000 Penalty: 3307.172852
	Iteration 62Q: 3 clusters Score -3095466 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25728 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -3095465.500000 Penalty: 3307.172852
	Iteration 63Q: 3 clusters Score -3095466 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25729 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -3095466.250000 Penalty: 3307.172852
	Iteration 64Q: 3 clusters Score -3095466 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25730 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -3095463.750000 Penalty: 3307.172852
	Iteration 65Q: 3 clusters Score -3095464 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25729 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -3095464.250000 Penalty: 3307.172852
	Iteration 66Q: 3 clusters Score -3095464 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25729 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -3095464.250000 Penalty: 3307.172852
	Iteration 67F: 3 clusters Score -3095464 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2000 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Entering Unmasked Estep 
Score: -248408.218750 Penalty: 1235.146606
	Iteration 0F: 2 clusters Score -248408.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -246330.078125 Penalty: 2470.293213
	Iteration 0F: 3 clusters Score -246330.1 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -246820.328125 Penalty: 2470.293213
	Iteration 1F: 3 clusters Score -246820.3 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -246950.250000 Penalty: 2470.293213
	Iteration 2F: 3 clusters Score -246950.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -247028.671875 Penalty: 2470.293213
	Iteration 3Q: 3 clusters Score -247028.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -247100.828125 Penalty: 2470.293213
	Iteration 4Q: 3 clusters Score -247100.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -247152.078125 Penalty: 2470.293213
	Iteration 5Q: 3 clusters Score -247152.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -247192.468750 Penalty: 2470.293213
	Iteration 6Q: 3 clusters Score -247192.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -247212.968750 Penalty: 2470.293213
	Iteration 7Q: 3 clusters Score -247213 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -247228.421875 Penalty: 2470.293213
	Iteration 8Q: 3 clusters Score -247228.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -247251.671875 Penalty: 2470.293213
	Iteration 9Q: 3 clusters Score -247251.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -247280.531250 Penalty: 2470.293213
	Iteration 10Q: 3 clusters Score -247280.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -247310.828125 Penalty: 2470.293213
	Iteration 11Q: 3 clusters Score -247310.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -247346.796875 Penalty: 2470.293213
	Iteration 12Q: 3 clusters Score -247346.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -247380.484375 Penalty: 2470.293213
	Iteration 13Q: 3 clusters Score -247380.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -247415.890625 Penalty: 2470.293213
	Iteration 14Q: 3 clusters Score -247415.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -247452.765625 Penalty: 2470.293213
	Iteration 15Q: 3 clusters Score -247452.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -247503.406250 Penalty: 2470.293213
	Iteration 16Q: 3 clusters Score -247503.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -247550.593750 Penalty: 2470.293213
	Iteration 17Q: 3 clusters Score -247550.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -247592.875000 Penalty: 2470.293213
	Iteration 18Q: 3 clusters Score -247592.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -247618.906250 Penalty: 2470.293213
	Iteration 19Q: 3 clusters Score -247618.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -247635.187500 Penalty: 2470.293213
	Iteration 20F: 3 clusters Score -247635.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -247660.687500 Penalty: 2470.293213
	Iteration 21Q: 3 clusters Score -247660.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -247692.562500 Penalty: 2470.293213
	Iteration 22Q: 3 clusters Score -247692.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -247711.406250 Penalty: 2470.293213
	Iteration 23Q: 3 clusters Score -247711.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -247731.312500 Penalty: 2470.293213
	Iteration 24Q: 3 clusters Score -247731.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -247753.234375 Penalty: 2470.293213
	Iteration 25Q: 3 clusters Score -247753.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -247771.250000 Penalty: 2470.293213
	Iteration 26Q: 3 clusters Score -247771.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -247791.734375 Penalty: 2470.293213
	Iteration 27Q: 3 clusters Score -247791.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -247803.625000 Penalty: 2470.293213
	Iteration 28Q: 3 clusters Score -247803.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -247817.609375 Penalty: 2470.293213
	Iteration 29Q: 3 clusters Score -247817.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -247827.796875 Penalty: 2470.293213
	Iteration 30Q: 3 clusters Score -247827.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -247838.515625 Penalty: 2470.293213
	Iteration 31Q: 3 clusters Score -247838.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -247844.515625 Penalty: 2470.293213
	Iteration 32Q: 3 clusters Score -247844.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -247849.750000 Penalty: 2470.293213
	Iteration 33Q: 3 clusters Score -247849.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -247850.437500 Penalty: 2470.293213
	Iteration 34Q: 3 clusters Score -247850.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -247850.703125 Penalty: 2470.293213
	Iteration 35Q: 3 clusters Score -247850.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -247850.703125 Penalty: 2470.293213
	Iteration 36F: 3 clusters Score -247850.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (13390 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13390 members 
Entering Unmasked Estep 
Score: -1699948.500000 Penalty: 1544.117798
	Iteration 0F: 2 clusters Score -1699948 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6733 members 
Mstep: Class 2 contains 6657 members 
Entering Unmasked Estep 
Score: -1690541.000000 Penalty: 3088.235596
	Iteration 0F: 3 clusters Score -1690541 nChanged 5967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6718 members 
Mstep: Class 2 contains 6672 members 
Entering Unmasked Estep 
Score: -1693858.500000 Penalty: 3088.235596
	Iteration 1F: 3 clusters Score -1693858 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6650 members 
Mstep: Class 2 contains 6740 members 
Entering Unmasked Estep 
Score: -1694367.875000 Penalty: 3088.235596
	Iteration 2F: 3 clusters Score -1694368 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6515 members 
Mstep: Class 2 contains 6875 members 
Entering Unmasked Estep 
Score: -1695033.750000 Penalty: 3088.235596
	Iteration 3F: 3 clusters Score -1695034 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6275 members 
Mstep: Class 2 contains 7115 members 
Entering Unmasked Estep 
Score: -1695779.250000 Penalty: 3088.235596
	Iteration 4F: 3 clusters Score -1695779 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6004 members 
Mstep: Class 2 contains 7386 members 
Entering Unmasked Estep 
Score: -1696462.250000 Penalty: 3088.235596
	Iteration 5F: 3 clusters Score -1696462 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5732 members 
Mstep: Class 2 contains 7658 members 
Entering Unmasked Estep 
Score: -1696976.250000 Penalty: 3088.235596
	Iteration 6F: 3 clusters Score -1696976 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Mstep: Class 2 contains 7937 members 
Entering Unmasked Estep 
Score: -1697313.125000 Penalty: 3088.235596
	Iteration 7F: 3 clusters Score -1697313 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5219 members 
Mstep: Class 2 contains 8171 members 
Entering Unmasked Estep 
Score: -1697503.375000 Penalty: 3088.235596
	Iteration 8Q: 3 clusters Score -1697503 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5013 members 
Mstep: Class 2 contains 8377 members 
Entering Unmasked Estep 
Score: -1697590.500000 Penalty: 3088.235596
	Iteration 9Q: 3 clusters Score -1697590 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 8563 members 
Entering Unmasked Estep 
Score: -1697658.500000 Penalty: 3088.235596
	Iteration 10Q: 3 clusters Score -1697658 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 8771 members 
Entering Unmasked Estep 
Score: -1697722.750000 Penalty: 3088.235596
	Iteration 11Q: 3 clusters Score -1697723 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 8996 members 
Entering Unmasked Estep 
Score: -1697780.875000 Penalty: 3088.235596
	Iteration 12Q: 3 clusters Score -1697781 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 9202 members 
Entering Unmasked Estep 
Score: -1697842.375000 Penalty: 3088.235596
	Iteration 13Q: 3 clusters Score -1697842 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 9400 members 
Entering Unmasked Estep 
Score: -1697902.125000 Penalty: 3088.235596
	Iteration 14Q: 3 clusters Score -1697902 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 9581 members 
Entering Unmasked Estep 
Score: -1697951.625000 Penalty: 3088.235596
	Iteration 15Q: 3 clusters Score -1697952 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 9748 members 
Entering Unmasked Estep 
Score: -1697990.625000 Penalty: 3088.235596
	Iteration 16Q: 3 clusters Score -1697991 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 9909 members 
Entering Unmasked Estep 
Score: -1698031.750000 Penalty: 3088.235596
	Iteration 17Q: 3 clusters Score -1698032 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 10058 members 
Entering Unmasked Estep 
Score: -1698068.500000 Penalty: 3088.235596
	Iteration 18Q: 3 clusters Score -1698068 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 10205 members 
Entering Unmasked Estep 
Score: -1698110.125000 Penalty: 3088.235596
	Iteration 19Q: 3 clusters Score -1698110 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 10347 members 
Entering Unmasked Estep 
Score: -1698137.875000 Penalty: 3088.235596
	Iteration 20F: 3 clusters Score -1698138 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 10472 members 
Entering Unmasked Estep 
Score: -1698171.125000 Penalty: 3088.235596
	Iteration 21Q: 3 clusters Score -1698171 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 10600 members 
Entering Unmasked Estep 
Score: -1698208.875000 Penalty: 3088.235596
	Iteration 22Q: 3 clusters Score -1698209 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 10729 members 
Entering Unmasked Estep 
Score: -1698244.375000 Penalty: 3088.235596
	Iteration 23Q: 3 clusters Score -1698244 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 10858 members 
Entering Unmasked Estep 
Score: -1698279.625000 Penalty: 3088.235596
	Iteration 24Q: 3 clusters Score -1698280 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 10989 members 
Entering Unmasked Estep 
Score: -1698316.000000 Penalty: 3088.235596
	Iteration 25Q: 3 clusters Score -1698316 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 11115 members 
Entering Unmasked Estep 
Score: -1698358.875000 Penalty: 3088.235596
	Iteration 26Q: 3 clusters Score -1698359 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 11235 members 
Entering Unmasked Estep 
Score: -1698393.000000 Penalty: 3088.235596
	Iteration 27Q: 3 clusters Score -1698393 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 11327 members 
Entering Unmasked Estep 
Score: -1698422.500000 Penalty: 3088.235596
	Iteration 28Q: 3 clusters Score -1698422 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 11409 members 
Entering Unmasked Estep 
Score: -1698442.875000 Penalty: 3088.235596
	Iteration 29Q: 3 clusters Score -1698443 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 11478 members 
Entering Unmasked Estep 
Score: -1698464.125000 Penalty: 3088.235596
	Iteration 30Q: 3 clusters Score -1698464 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 11550 members 
Entering Unmasked Estep 
Score: -1698487.500000 Penalty: 3088.235596
	Iteration 31Q: 3 clusters Score -1698488 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 11601 members 
Entering Unmasked Estep 
Score: -1698494.250000 Penalty: 3088.235596
	Iteration 32Q: 3 clusters Score -1698494 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 11640 members 
Entering Unmasked Estep 
Score: -1698503.625000 Penalty: 3088.235596
	Iteration 33Q: 3 clusters Score -1698504 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 11687 members 
Entering Unmasked Estep 
Score: -1698513.750000 Penalty: 3088.235596
	Iteration 34Q: 3 clusters Score -1698514 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 11735 members 
Entering Unmasked Estep 
Score: -1698533.250000 Penalty: 3088.235596
	Iteration 35Q: 3 clusters Score -1698533 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 11784 members 
Entering Unmasked Estep 
Score: -1698540.875000 Penalty: 3088.235596
	Iteration 36Q: 3 clusters Score -1698541 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 11819 members 
Entering Unmasked Estep 
Score: -1698550.500000 Penalty: 3088.235596
	Iteration 37Q: 3 clusters Score -1698550 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 11862 members 
Entering Unmasked Estep 
Score: -1698564.625000 Penalty: 3088.235596
	Iteration 38Q: 3 clusters Score -1698565 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 11902 members 
Entering Unmasked Estep 
Score: -1698570.500000 Penalty: 3088.235596
	Iteration 39Q: 3 clusters Score -1698570 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 11936 members 
Entering Unmasked Estep 
Score: -1698581.875000 Penalty: 3088.235596
	Iteration 40F: 3 clusters Score -1698582 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 11976 members 
Entering Unmasked Estep 
Score: -1698598.250000 Penalty: 3088.235596
	Iteration 41Q: 3 clusters Score -1698598 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 12015 members 
Entering Unmasked Estep 
Score: -1698615.625000 Penalty: 3088.235596
	Iteration 42Q: 3 clusters Score -1698616 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 12050 members 
Entering Unmasked Estep 
Score: -1698621.875000 Penalty: 3088.235596
	Iteration 43Q: 3 clusters Score -1698622 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 12068 members 
Entering Unmasked Estep 
Score: -1698630.125000 Penalty: 3088.235596
	Iteration 44Q: 3 clusters Score -1698630 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 12093 members 
Entering Unmasked Estep 
Score: -1698632.375000 Penalty: 3088.235596
	Iteration 45Q: 3 clusters Score -1698632 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 12114 members 
Entering Unmasked Estep 
Score: -1698639.875000 Penalty: 3088.235596
	Iteration 46Q: 3 clusters Score -1698640 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 12136 members 
Entering Unmasked Estep 
Score: -1698646.000000 Penalty: 3088.235596
	Iteration 47Q: 3 clusters Score -1698646 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 12155 members 
Entering Unmasked Estep 
Score: -1698650.625000 Penalty: 3088.235596
	Iteration 48Q: 3 clusters Score -1698651 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 12166 members 
Entering Unmasked Estep 
Score: -1698655.625000 Penalty: 3088.235596
	Iteration 49Q: 3 clusters Score -1698656 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 12177 members 
Entering Unmasked Estep 
Score: -1698654.000000 Penalty: 3088.235596
	Iteration 50Q: 3 clusters Score -1698654 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 12186 members 
Entering Unmasked Estep 
Score: -1698659.625000 Penalty: 3088.235596
	Iteration 51Q: 3 clusters Score -1698660 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 12197 members 
Entering Unmasked Estep 
Score: -1698656.875000 Penalty: 3088.235596
	Iteration 52Q: 3 clusters Score -1698657 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 12203 members 
Entering Unmasked Estep 
Score: -1698659.000000 Penalty: 3088.235596
	Iteration 53Q: 3 clusters Score -1698659 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 12208 members 
Entering Unmasked Estep 
Score: -1698660.750000 Penalty: 3088.235596
	Iteration 54Q: 3 clusters Score -1698661 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 12210 members 
Entering Unmasked Estep 
Score: -1698660.375000 Penalty: 3088.235596
	Iteration 55Q: 3 clusters Score -1698660 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 12211 members 
Entering Unmasked Estep 
Score: -1698663.250000 Penalty: 3088.235596
	Iteration 56Q: 3 clusters Score -1698663 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 12212 members 
Entering Unmasked Estep 
Score: -1698661.375000 Penalty: 3088.235596
	Iteration 57Q: 3 clusters Score -1698661 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 12214 members 
Entering Unmasked Estep 
Score: -1698660.875000 Penalty: 3088.235596
	Iteration 58Q: 3 clusters Score -1698661 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 12215 members 
Entering Unmasked Estep 
Score: -1698660.125000 Penalty: 3088.235596
	Iteration 59Q: 3 clusters Score -1698660 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 12216 members 
Entering Unmasked Estep 
Score: -1698662.875000 Penalty: 3088.235596
	Iteration 60F: 3 clusters Score -1698663 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (435 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Entering Unmasked Estep 
Score: -46690.031250 Penalty: 987.243713
	Iteration 0F: 2 clusters Score -46690.03 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 216 members 
Entering Unmasked Estep 
Score: -45800.292969 Penalty: 1974.487427
	Iteration 0F: 3 clusters Score -45800.29 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -45948.824219 Penalty: 1974.487427
	Iteration 1F: 3 clusters Score -45948.82 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -45998.062500 Penalty: 1974.487427
	Iteration 2F: 3 clusters Score -45998.06 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -46034.382812 Penalty: 1974.487427
	Iteration 3Q: 3 clusters Score -46034.38 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -46042.902344 Penalty: 1974.487427
	Iteration 4Q: 3 clusters Score -46042.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -46049.683594 Penalty: 1974.487427
	Iteration 5Q: 3 clusters Score -46049.68 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -46054.261719 Penalty: 1974.487427
	Iteration 6Q: 3 clusters Score -46054.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -46054.648438 Penalty: 1974.487427
	Iteration 7Q: 3 clusters Score -46054.65 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -46054.648438 Penalty: 1974.487427
	Iteration 8F: 3 clusters Score -46054.65 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (9573 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9573 members 
Entering Unmasked Estep 
Score: -1207453.625000 Penalty: 1489.589111
	Iteration 0F: 2 clusters Score -1207454 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -1200595.750000 Penalty: 2979.178223
	Iteration 0F: 3 clusters Score -1200596 nChanged 4161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -1202936.250000 Penalty: 2979.178223
	Iteration 1F: 3 clusters Score -1202936 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -1203222.375000 Penalty: 2979.178223
	Iteration 2F: 3 clusters Score -1203222 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 5342 members 
Entering Unmasked Estep 
Score: -1203447.875000 Penalty: 2979.178223
	Iteration 3F: 3 clusters Score -1203448 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 5547 members 
Entering Unmasked Estep 
Score: -1203684.250000 Penalty: 2979.178223
	Iteration 4Q: 3 clusters Score -1203684 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 5768 members 
Entering Unmasked Estep 
Score: -1203949.750000 Penalty: 2979.178223
	Iteration 5Q: 3 clusters Score -1203950 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 6026 members 
Entering Unmasked Estep 
Score: -1204265.875000 Penalty: 2979.178223
	Iteration 6Q: 3 clusters Score -1204266 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 6290 members 
Entering Unmasked Estep 
Score: -1204588.000000 Penalty: 2979.178223
	Iteration 7Q: 3 clusters Score -1204588 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 6524 members 
Entering Unmasked Estep 
Score: -1204899.750000 Penalty: 2979.178223
	Iteration 8Q: 3 clusters Score -1204900 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 6748 members 
Entering Unmasked Estep 
Score: -1205187.750000 Penalty: 2979.178223
	Iteration 9Q: 3 clusters Score -1205188 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 6923 members 
Entering Unmasked Estep 
Score: -1205409.250000 Penalty: 2979.178223
	Iteration 10Q: 3 clusters Score -1205409 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 7069 members 
Entering Unmasked Estep 
Score: -1205556.375000 Penalty: 2979.178223
	Iteration 11Q: 3 clusters Score -1205556 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 7195 members 
Entering Unmasked Estep 
Score: -1205652.875000 Penalty: 2979.178223
	Iteration 12Q: 3 clusters Score -1205653 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 7323 members 
Entering Unmasked Estep 
Score: -1205719.500000 Penalty: 2979.178223
	Iteration 13Q: 3 clusters Score -1205720 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 7418 members 
Entering Unmasked Estep 
Score: -1205758.000000 Penalty: 2979.178223
	Iteration 14Q: 3 clusters Score -1205758 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 7495 members 
Entering Unmasked Estep 
Score: -1205795.625000 Penalty: 2979.178223
	Iteration 15Q: 3 clusters Score -1205796 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 7584 members 
Entering Unmasked Estep 
Score: -1205833.000000 Penalty: 2979.178223
	Iteration 16Q: 3 clusters Score -1205833 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 7659 members 
Entering Unmasked Estep 
Score: -1205861.750000 Penalty: 2979.178223
	Iteration 17Q: 3 clusters Score -1205862 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 7730 members 
Entering Unmasked Estep 
Score: -1205892.625000 Penalty: 2979.178223
	Iteration 18Q: 3 clusters Score -1205893 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 7786 members 
Entering Unmasked Estep 
Score: -1205919.125000 Penalty: 2979.178223
	Iteration 19Q: 3 clusters Score -1205919 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 7841 members 
Entering Unmasked Estep 
Score: -1205948.375000 Penalty: 2979.178223
	Iteration 20F: 3 clusters Score -1205948 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 7898 members 
Entering Unmasked Estep 
Score: -1205970.250000 Penalty: 2979.178223
	Iteration 21Q: 3 clusters Score -1205970 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 7954 members 
Entering Unmasked Estep 
Score: -1205989.125000 Penalty: 2979.178223
	Iteration 22Q: 3 clusters Score -1205989 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 8006 members 
Entering Unmasked Estep 
Score: -1206011.750000 Penalty: 2979.178223
	Iteration 23Q: 3 clusters Score -1206012 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 8059 members 
Entering Unmasked Estep 
Score: -1206034.750000 Penalty: 2979.178223
	Iteration 24Q: 3 clusters Score -1206035 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 8114 members 
Entering Unmasked Estep 
Score: -1206057.625000 Penalty: 2979.178223
	Iteration 25Q: 3 clusters Score -1206058 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 8161 members 
Entering Unmasked Estep 
Score: -1206080.750000 Penalty: 2979.178223
	Iteration 26Q: 3 clusters Score -1206081 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 8219 members 
Entering Unmasked Estep 
Score: -1206103.750000 Penalty: 2979.178223
	Iteration 27Q: 3 clusters Score -1206104 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 8273 members 
Entering Unmasked Estep 
Score: -1206132.500000 Penalty: 2979.178223
	Iteration 28Q: 3 clusters Score -1206132 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 8311 members 
Entering Unmasked Estep 
Score: -1206148.125000 Penalty: 2979.178223
	Iteration 29Q: 3 clusters Score -1206148 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 8344 members 
Entering Unmasked Estep 
Score: -1206160.625000 Penalty: 2979.178223
	Iteration 30Q: 3 clusters Score -1206161 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 8383 members 
Entering Unmasked Estep 
Score: -1206179.250000 Penalty: 2979.178223
	Iteration 31Q: 3 clusters Score -1206179 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 8414 members 
Entering Unmasked Estep 
Score: -1206193.750000 Penalty: 2979.178223
	Iteration 32Q: 3 clusters Score -1206194 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 8443 members 
Entering Unmasked Estep 
Score: -1206208.375000 Penalty: 2979.178223
	Iteration 33Q: 3 clusters Score -1206208 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 8470 members 
Entering Unmasked Estep 
Score: -1206228.625000 Penalty: 2979.178223
	Iteration 34Q: 3 clusters Score -1206229 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 8507 members 
Entering Unmasked Estep 
Score: -1206242.000000 Penalty: 2979.178223
	Iteration 35Q: 3 clusters Score -1206242 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 8535 members 
Entering Unmasked Estep 
Score: -1206255.875000 Penalty: 2979.178223
	Iteration 36Q: 3 clusters Score -1206256 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 8554 members 
Entering Unmasked Estep 
Score: -1206262.000000 Penalty: 2979.178223
	Iteration 37Q: 3 clusters Score -1206262 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 8572 members 
Entering Unmasked Estep 
Score: -1206270.250000 Penalty: 2979.178223
	Iteration 38Q: 3 clusters Score -1206270 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 8588 members 
Entering Unmasked Estep 
Score: -1206276.500000 Penalty: 2979.178223
	Iteration 39Q: 3 clusters Score -1206276 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 8606 members 
Entering Unmasked Estep 
Score: -1206281.125000 Penalty: 2979.178223
	Iteration 40F: 3 clusters Score -1206281 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 8624 members 
Entering Unmasked Estep 
Score: -1206290.125000 Penalty: 2979.178223
	Iteration 41Q: 3 clusters Score -1206290 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 8643 members 
Entering Unmasked Estep 
Score: -1206307.125000 Penalty: 2979.178223
	Iteration 42Q: 3 clusters Score -1206307 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 8665 members 
Entering Unmasked Estep 
Score: -1206321.375000 Penalty: 2979.178223
	Iteration 43Q: 3 clusters Score -1206321 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 8685 members 
Entering Unmasked Estep 
Score: -1206334.000000 Penalty: 2979.178223
	Iteration 44Q: 3 clusters Score -1206334 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 8704 members 
Entering Unmasked Estep 
Score: -1206345.125000 Penalty: 2979.178223
	Iteration 45Q: 3 clusters Score -1206345 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 8716 members 
Entering Unmasked Estep 
Score: -1206356.500000 Penalty: 2979.178223
	Iteration 46Q: 3 clusters Score -1206356 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 8727 members 
Entering Unmasked Estep 
Score: -1206359.875000 Penalty: 2979.178223
	Iteration 47Q: 3 clusters Score -1206360 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 8739 members 
Entering Unmasked Estep 
Score: -1206366.000000 Penalty: 2979.178223
	Iteration 48Q: 3 clusters Score -1206366 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 8748 members 
Entering Unmasked Estep 
Score: -1206371.125000 Penalty: 2979.178223
	Iteration 49Q: 3 clusters Score -1206371 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 8752 members 
Entering Unmasked Estep 
Score: -1206372.750000 Penalty: 2979.178223
	Iteration 50Q: 3 clusters Score -1206373 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 8754 members 
Entering Unmasked Estep 
Score: -1206373.500000 Penalty: 2979.178223
	Iteration 51Q: 3 clusters Score -1206374 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 8755 members 
Entering Unmasked Estep 
Score: -1206374.125000 Penalty: 2979.178223
	Iteration 52Q: 3 clusters Score -1206374 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 8757 members 
Entering Unmasked Estep 
Score: -1206375.500000 Penalty: 2979.178223
	Iteration 53Q: 3 clusters Score -1206376 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 8758 members 
Entering Unmasked Estep 
Score: -1206377.125000 Penalty: 2979.178223
	Iteration 54Q: 3 clusters Score -1206377 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 8762 members 
Entering Unmasked Estep 
Score: -1206378.625000 Penalty: 2979.178223
	Iteration 55Q: 3 clusters Score -1206379 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 8765 members 
Entering Unmasked Estep 
Score: -1206379.625000 Penalty: 2979.178223
	Iteration 56Q: 3 clusters Score -1206380 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 8770 members 
Entering Unmasked Estep 
Score: -1206380.750000 Penalty: 2979.178223
	Iteration 57Q: 3 clusters Score -1206381 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 8772 members 
Entering Unmasked Estep 
Score: -1206381.375000 Penalty: 2979.178223
	Iteration 58Q: 3 clusters Score -1206381 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 8772 members 
Entering Unmasked Estep 
Score: -1206382.000000 Penalty: 2979.178223
	Iteration 59Q: 3 clusters Score -1206382 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 8774 members 
Entering Unmasked Estep 
Score: -1206383.125000 Penalty: 2979.178223
	Iteration 60F: 3 clusters Score -1206383 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (8431 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8431 members 
Entering Unmasked Estep 
Score: -1051579.000000 Penalty: 1468.946533
	Iteration 0F: 2 clusters Score -1051579 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -1045378.000000 Penalty: 2937.893066
	Iteration 0F: 3 clusters Score -1045378 nChanged 3624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -1047333.125000 Penalty: 2937.893066
	Iteration 1F: 3 clusters Score -1047333 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -1047587.500000 Penalty: 2937.893066
	Iteration 2F: 3 clusters Score -1047588 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -1047804.062500 Penalty: 2937.893066
	Iteration 3F: 3 clusters Score -1047804 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -1048005.312500 Penalty: 2937.893066
	Iteration 4Q: 3 clusters Score -1048005 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -1048218.875000 Penalty: 2937.893066
	Iteration 5Q: 3 clusters Score -1048219 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -1048455.312500 Penalty: 2937.893066
	Iteration 6Q: 3 clusters Score -1048455 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -1048694.250000 Penalty: 2937.893066
	Iteration 7Q: 3 clusters Score -1048694 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -1048907.625000 Penalty: 2937.893066
	Iteration 8Q: 3 clusters Score -1048908 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -1049099.125000 Penalty: 2937.893066
	Iteration 9Q: 3 clusters Score -1049099 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -1049262.500000 Penalty: 2937.893066
	Iteration 10Q: 3 clusters Score -1049262 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -1049403.625000 Penalty: 2937.893066
	Iteration 11Q: 3 clusters Score -1049404 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -1049522.375000 Penalty: 2937.893066
	Iteration 12Q: 3 clusters Score -1049522 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -1049583.250000 Penalty: 2937.893066
	Iteration 13Q: 3 clusters Score -1049583 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -1049618.750000 Penalty: 2937.893066
	Iteration 14Q: 3 clusters Score -1049619 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -1049642.250000 Penalty: 2937.893066
	Iteration 15Q: 3 clusters Score -1049642 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -1049657.000000 Penalty: 2937.893066
	Iteration 16Q: 3 clusters Score -1049657 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -1049673.875000 Penalty: 2937.893066
	Iteration 17Q: 3 clusters Score -1049674 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5123 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -1049683.750000 Penalty: 2937.893066
	Iteration 18Q: 3 clusters Score -1049684 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5143 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -1049694.625000 Penalty: 2937.893066
	Iteration 19Q: 3 clusters Score -1049695 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -1049704.000000 Penalty: 2937.893066
	Iteration 20F: 3 clusters Score -1049704 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -1049710.000000 Penalty: 2937.893066
	Iteration 21Q: 3 clusters Score -1049710 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -1049714.500000 Penalty: 2937.893066
	Iteration 22Q: 3 clusters Score -1049714 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5226 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -1049719.875000 Penalty: 2937.893066
	Iteration 23Q: 3 clusters Score -1049720 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -1049724.750000 Penalty: 2937.893066
	Iteration 24Q: 3 clusters Score -1049725 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5259 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -1049726.750000 Penalty: 2937.893066
	Iteration 25Q: 3 clusters Score -1049727 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -1049730.000000 Penalty: 2937.893066
	Iteration 26Q: 3 clusters Score -1049730 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5282 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -1049730.125000 Penalty: 2937.893066
	Iteration 27Q: 3 clusters Score -1049730 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -1049733.500000 Penalty: 2937.893066
	Iteration 28Q: 3 clusters Score -1049734 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -1049736.375000 Penalty: 2937.893066
	Iteration 29Q: 3 clusters Score -1049736 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -1049736.125000 Penalty: 2937.893066
	Iteration 30Q: 3 clusters Score -1049736 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5315 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -1049736.875000 Penalty: 2937.893066
	Iteration 31Q: 3 clusters Score -1049737 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -1049740.125000 Penalty: 2937.893066
	Iteration 32Q: 3 clusters Score -1049740 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -1049738.750000 Penalty: 2937.893066
	Iteration 33Q: 3 clusters Score -1049739 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5335 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -1049739.625000 Penalty: 2937.893066
	Iteration 34Q: 3 clusters Score -1049740 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -1049740.250000 Penalty: 2937.893066
	Iteration 35Q: 3 clusters Score -1049740 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5348 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -1049746.250000 Penalty: 2937.893066
	Iteration 36Q: 3 clusters Score -1049746 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5356 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -1049750.000000 Penalty: 2937.893066
	Iteration 37Q: 3 clusters Score -1049750 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -1049749.625000 Penalty: 2937.893066
	Iteration 38Q: 3 clusters Score -1049750 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -1049751.625000 Penalty: 2937.893066
	Iteration 39Q: 3 clusters Score -1049752 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -1049752.500000 Penalty: 2937.893066
	Iteration 40F: 3 clusters Score -1049752 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5380 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -1049752.000000 Penalty: 2937.893066
	Iteration 41Q: 3 clusters Score -1049752 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -1049752.250000 Penalty: 2937.893066
	Iteration 42Q: 3 clusters Score -1049752 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5388 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -1049750.875000 Penalty: 2937.893066
	Iteration 43Q: 3 clusters Score -1049751 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5395 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -1049752.875000 Penalty: 2937.893066
	Iteration 44Q: 3 clusters Score -1049753 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5400 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -1049752.875000 Penalty: 2937.893066
	Iteration 45Q: 3 clusters Score -1049753 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -1049755.000000 Penalty: 2937.893066
	Iteration 46Q: 3 clusters Score -1049755 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5408 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -1049756.125000 Penalty: 2937.893066
	Iteration 47Q: 3 clusters Score -1049756 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5410 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -1049757.125000 Penalty: 2937.893066
	Iteration 48Q: 3 clusters Score -1049757 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -1049757.250000 Penalty: 2937.893066
	Iteration 49Q: 3 clusters Score -1049757 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5412 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -1049756.875000 Penalty: 2937.893066
	Iteration 50Q: 3 clusters Score -1049757 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -1049756.000000 Penalty: 2937.893066
	Iteration 51Q: 3 clusters Score -1049756 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5412 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -1049757.375000 Penalty: 2937.893066
	Iteration 52Q: 3 clusters Score -1049757 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -1049756.500000 Penalty: 2937.893066
	Iteration 53Q: 3 clusters Score -1049756 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5410 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -1049756.500000 Penalty: 2937.893066
	Iteration 54Q: 3 clusters Score -1049756 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5410 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -1049756.125000 Penalty: 2937.893066
	Iteration 55Q: 3 clusters Score -1049756 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -1049756.625000 Penalty: 2937.893066
	Iteration 56Q: 3 clusters Score -1049757 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5414 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -1049756.500000 Penalty: 2937.893066
	Iteration 57Q: 3 clusters Score -1049756 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5416 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -1049756.000000 Penalty: 2937.893066
	Iteration 58Q: 3 clusters Score -1049756 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -1049756.250000 Penalty: 2937.893066
	Iteration 59Q: 3 clusters Score -1049756 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -1049757.375000 Penalty: 2937.893066
	Iteration 60F: 3 clusters Score -1049757 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5422 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -1049757.500000 Penalty: 2937.893066
	Iteration 61Q: 3 clusters Score -1049758 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5422 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -1049757.500000 Penalty: 2937.893066
	Iteration 62F: 3 clusters Score -1049758 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (34063 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34063 members 
Entering Unmasked Estep 
Score: -4303318.500000 Penalty: 1695.844727
	Iteration 0F: 2 clusters Score -4303318 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16998 members 
Mstep: Class 2 contains 17065 members 
Entering Unmasked Estep 
Score: -4280507.000000 Penalty: 3391.689453
	Iteration 0F: 3 clusters Score -4280507 nChanged 15837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16785 members 
Mstep: Class 2 contains 17278 members 
Entering Unmasked Estep 
Score: -4289327.000000 Penalty: 3391.689453
	Iteration 1F: 3 clusters Score -4289327 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16615 members 
Mstep: Class 2 contains 17448 members 
Entering Unmasked Estep 
Score: -4289796.000000 Penalty: 3391.689453
	Iteration 2Q: 3 clusters Score -4289796 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16434 members 
Mstep: Class 2 contains 17629 members 
Entering Unmasked Estep 
Score: -4290209.000000 Penalty: 3391.689453
	Iteration 3Q: 3 clusters Score -4290209 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16202 members 
Mstep: Class 2 contains 17861 members 
Entering Unmasked Estep 
Score: -4290782.500000 Penalty: 3391.689453
	Iteration 4Q: 3 clusters Score -4290782 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15937 members 
Mstep: Class 2 contains 18126 members 
Entering Unmasked Estep 
Score: -4291497.500000 Penalty: 3391.689453
	Iteration 5Q: 3 clusters Score -4291498 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15613 members 
Mstep: Class 2 contains 18450 members 
Entering Unmasked Estep 
Score: -4292324.500000 Penalty: 3391.689453
	Iteration 6Q: 3 clusters Score -4292324 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15233 members 
Mstep: Class 2 contains 18830 members 
Entering Unmasked Estep 
Score: -4293365.000000 Penalty: 3391.689453
	Iteration 7F: 3 clusters Score -4293365 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14871 members 
Mstep: Class 2 contains 19192 members 
Entering Unmasked Estep 
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	Iteration 8F: 3 clusters Score -4294571 nChanged 1804
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14581 members 
Mstep: Class 2 contains 19482 members 
Entering Unmasked Estep 
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	Iteration 9F: 3 clusters Score -4295758 nChanged 1614
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14393 members 
Mstep: Class 2 contains 19670 members 
Entering Unmasked Estep 
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	Iteration 10Q: 3 clusters Score -4296590 nChanged 1188
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14335 members 
Mstep: Class 2 contains 19728 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -4297031 nChanged 788
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Mstep: Class 1 contains 14273 members 
Mstep: Class 2 contains 19790 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -4297246 nChanged 597
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14210 members 
Mstep: Class 2 contains 19853 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -4297364 nChanged 411
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Mstep: Class 1 contains 14153 members 
Mstep: Class 2 contains 19910 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 14112 members 
Mstep: Class 2 contains 19951 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -4297496 nChanged 230
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Mstep: Class 1 contains 14104 members 
Mstep: Class 2 contains 19959 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -4297517 nChanged 237
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Mstep: Class 1 contains 14085 members 
Mstep: Class 2 contains 19978 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -4297560 nChanged 231
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Mstep: Class 1 contains 14044 members 
Mstep: Class 2 contains 20019 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -4297603 nChanged 247
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Mstep: Class 1 contains 14013 members 
Mstep: Class 2 contains 20050 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -4297639 nChanged 210
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Mstep: Class 1 contains 13965 members 
Mstep: Class 2 contains 20098 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -4297683 nChanged 214
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Mstep: Class 1 contains 13937 members 
Mstep: Class 2 contains 20126 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -4297722 nChanged 218
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Mstep: Class 1 contains 13895 members 
Mstep: Class 2 contains 20168 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -4297729 nChanged 197
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Mstep: Class 1 contains 13864 members 
Mstep: Class 2 contains 20199 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -4297766 nChanged 199
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Mstep: Class 1 contains 13823 members 
Mstep: Class 2 contains 20240 members 
Entering Unmasked Estep 
Score: -4297793.500000 Penalty: 3391.689453
	Iteration 24Q: 3 clusters Score -4297794 nChanged 179
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Mstep: Class 1 contains 13786 members 
Mstep: Class 2 contains 20277 members 
Entering Unmasked Estep 
Score: -4297820.500000 Penalty: 3391.689453
	Iteration 25Q: 3 clusters Score -4297820 nChanged 182
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Mstep: Class 1 contains 13756 members 
Mstep: Class 2 contains 20307 members 
Entering Unmasked Estep 
Score: -4297854.500000 Penalty: 3391.689453
	Iteration 26Q: 3 clusters Score -4297854 nChanged 166
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Mstep: Class 1 contains 13716 members 
Mstep: Class 2 contains 20347 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -4297864 nChanged 147
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Mstep: Class 1 contains 13671 members 
Mstep: Class 2 contains 20392 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -4297877 nChanged 128
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Mstep: Class 1 contains 13625 members 
Mstep: Class 2 contains 20438 members 
Entering Unmasked Estep 
Score: -4297892.500000 Penalty: 3391.689453
	Iteration 29Q: 3 clusters Score -4297892 nChanged 123
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Mstep: Class 1 contains 13580 members 
Mstep: Class 2 contains 20483 members 
Entering Unmasked Estep 
Score: -4297919.000000 Penalty: 3391.689453
	Iteration 30Q: 3 clusters Score -4297919 nChanged 138
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Mstep: Class 1 contains 13520 members 
Mstep: Class 2 contains 20543 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -4297940 nChanged 128
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Mstep: Class 1 contains 13466 members 
Mstep: Class 2 contains 20597 members 
Entering Unmasked Estep 
Score: -4297959.500000 Penalty: 3391.689453
	Iteration 32Q: 3 clusters Score -4297960 nChanged 112
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Mstep: Class 1 contains 13406 members 
Mstep: Class 2 contains 20657 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -4297973 nChanged 109
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Mstep: Class 1 contains 13349 members 
Mstep: Class 2 contains 20714 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -4297988 nChanged 114
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Mstep: Class 1 contains 13285 members 
Mstep: Class 2 contains 20778 members 
Entering Unmasked Estep 
Score: -4298005.000000 Penalty: 3391.689453
	Iteration 35Q: 3 clusters Score -4298005 nChanged 101
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Mstep: Class 1 contains 13226 members 
Mstep: Class 2 contains 20837 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -4298006 nChanged 97
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Mstep: Class 1 contains 13175 members 
Mstep: Class 2 contains 20888 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -4298009 nChanged 93
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Mstep: Class 1 contains 13120 members 
Mstep: Class 2 contains 20943 members 
Entering Unmasked Estep 
Score: -4298012.000000 Penalty: 3391.689453
	Iteration 38Q: 3 clusters Score -4298012 nChanged 89
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Mstep: Class 1 contains 13065 members 
Mstep: Class 2 contains 20998 members 
Entering Unmasked Estep 
Score: -4298031.000000 Penalty: 3391.689453
	Iteration 39Q: 3 clusters Score -4298031 nChanged 84
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Mstep: Class 1 contains 13011 members 
Mstep: Class 2 contains 21052 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -4298039 nChanged 88
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Mstep: Class 1 contains 12951 members 
Mstep: Class 2 contains 21112 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -4298042 nChanged 89
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Mstep: Class 1 contains 12888 members 
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Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -4298049 nChanged 89
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Mstep: Class 1 contains 12829 members 
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Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -4298051 nChanged 91
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Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -4298050 nChanged 87
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Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -4298048 nChanged 94
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Mstep: Class 1 contains 12629 members 
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Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -4298072 nChanged 92
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Mstep: Class 1 contains 12555 members 
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Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -4298072 nChanged 121
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Mstep: Class 1 contains 12450 members 
Mstep: Class 2 contains 21613 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -4298100 nChanged 121
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12365 members 
Mstep: Class 2 contains 21698 members 
Entering Unmasked Estep 
Score: -4298104.000000 Penalty: 3391.689453
	Iteration 49Q: 3 clusters Score -4298104 nChanged 118
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Mstep: Class 1 contains 12265 members 
Mstep: Class 2 contains 21798 members 
Entering Unmasked Estep 
Score: -4298127.500000 Penalty: 3391.689453
	Iteration 50Q: 3 clusters Score -4298128 nChanged 122
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Mstep: Class 1 contains 12157 members 
Mstep: Class 2 contains 21906 members 
Entering Unmasked Estep 
Score: -4298146.000000 Penalty: 3391.689453
	Iteration 51Q: 3 clusters Score -4298146 nChanged 117
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Mstep: Class 1 contains 12054 members 
Mstep: Class 2 contains 22009 members 
Entering Unmasked Estep 
Score: -4298143.000000 Penalty: 3391.689453
	Iteration 52Q: 3 clusters Score -4298143 nChanged 127
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Mstep: Class 1 contains 11939 members 
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Entering Unmasked Estep 
Score: -4298151.000000 Penalty: 3391.689453
	Iteration 53Q: 3 clusters Score -4298151 nChanged 120
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Mstep: Class 1 contains 11823 members 
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Entering Unmasked Estep 
Score: -4298156.000000 Penalty: 3391.689453
	Iteration 54Q: 3 clusters Score -4298156 nChanged 122
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Mstep: Class 1 contains 11711 members 
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Entering Unmasked Estep 
Score: -4298172.500000 Penalty: 3391.689453
	Iteration 55Q: 3 clusters Score -4298172 nChanged 104
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Mstep: Class 1 contains 11617 members 
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Entering Unmasked Estep 
Score: -4298193.000000 Penalty: 3391.689453
	Iteration 56Q: 3 clusters Score -4298193 nChanged 107
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Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -4298196 nChanged 104
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Entering Unmasked Estep 
Score: -4298209.500000 Penalty: 3391.689453
	Iteration 58Q: 3 clusters Score -4298210 nChanged 112
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Score: -4298216.500000 Penalty: 3391.689453
	Iteration 59Q: 3 clusters Score -4298216 nChanged 110
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Entering Unmasked Estep 
Score: -4298251.500000 Penalty: 3391.689453
	Iteration 60F: 3 clusters Score -4298252 nChanged 127
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Mstep: Class 1 contains 11077 members 
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Entering Unmasked Estep 
Score: -4298247.000000 Penalty: 3391.689453
	Iteration 61Q: 3 clusters Score -4298247 nChanged 122
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Mstep: Class 1 contains 10963 members 
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Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -4298261 nChanged 105
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Mstep: Class 1 contains 10862 members 
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	Iteration 63Q: 3 clusters Score -4298265 nChanged 109
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Score: -4298282.500000 Penalty: 3391.689453
	Iteration 64Q: 3 clusters Score -4298282 nChanged 115
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Mstep: Class 1 contains 10640 members 
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	Iteration 65Q: 3 clusters Score -4298283 nChanged 142
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	Iteration 66Q: 3 clusters Score -4298300 nChanged 157
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	Iteration 67Q: 3 clusters Score -4298315 nChanged 158
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Entering Unmasked Estep 
Score: -4298323.500000 Penalty: 3391.689453
	Iteration 68Q: 3 clusters Score -4298324 nChanged 171
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Mstep: Class 1 contains 10022 members 
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	Iteration 69Q: 3 clusters Score -4298346 nChanged 205
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Mstep: Class 1 contains 9821 members 
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Entering Unmasked Estep 
Score: -4298395.500000 Penalty: 3391.689453
	Iteration 70Q: 3 clusters Score -4298396 nChanged 248
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Mstep: Class 1 contains 9575 members 
Mstep: Class 2 contains 24488 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -4298439 nChanged 225
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Mstep: Class 1 contains 9350 members 
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Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -4298500 nChanged 261
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Mstep: Class 1 contains 9095 members 
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Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -4298543 nChanged 283
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Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -4298596 nChanged 294
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Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -4298664 nChanged 308
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Mstep: Class 1 contains 8218 members 
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Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -4298738 nChanged 316
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Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -4298821 nChanged 356
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Mstep: Class 1 contains 7546 members 
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Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -4298923 nChanged 387
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	Iteration 79Q: 3 clusters Score -4299030 nChanged 412
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Mstep: Class 1 contains 6751 members 
Mstep: Class 2 contains 27312 members 
Entering Unmasked Estep 
Score: -4299183.500000 Penalty: 3391.689453
	Iteration 80F: 3 clusters Score -4299184 nChanged 451
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Mstep: Class 1 contains 6300 members 
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Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -4299343 nChanged 446
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Mstep: Class 1 contains 5856 members 
Mstep: Class 2 contains 28207 members 
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	Iteration 82Q: 3 clusters Score -4299508 nChanged 455
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Mstep: Class 1 contains 5401 members 
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	Iteration 83Q: 3 clusters Score -4299690 nChanged 497
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Mstep: Class 1 contains 4904 members 
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Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -4299909 nChanged 472
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Mstep: Class 1 contains 4432 members 
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Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -4300120 nChanged 474
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Mstep: Class 1 contains 3960 members 
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	Iteration 86Q: 3 clusters Score -4300345 nChanged 438
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Mstep: Class 1 contains 3526 members 
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	Iteration 87Q: 3 clusters Score -4300528 nChanged 419
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	Iteration 88Q: 3 clusters Score -4300711 nChanged 355
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Mstep: Class 1 contains 2758 members 
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	Iteration 89Q: 3 clusters Score -4300879 nChanged 318
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Mstep: Class 1 contains 2440 members 
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	Iteration 90Q: 3 clusters Score -4301045 nChanged 305
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Mstep: Class 1 contains 2137 members 
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	Iteration 91Q: 3 clusters Score -4301198 nChanged 278
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Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -4301330 nChanged 215
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Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -4301425 nChanged 172
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Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -4301502 nChanged 153
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Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -4301562 nChanged 145
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Mstep: Class 1 contains 1186 members 
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Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -4301634 nChanged 125
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Mstep: Class 1 contains 1067 members 
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Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -4301706 nChanged 87
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Mstep: Class 1 contains 986 members 
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Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -4301757 nChanged 63
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Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 33136 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -4301777 nChanged 55
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Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 33189 members 
Entering Unmasked Estep 
Score: -4301804.500000 Penalty: 3391.689453
	Iteration 100F: 3 clusters Score -4301804 nChanged 46
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Mstep: Class 1 contains 830 members 
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Entering Unmasked Estep 
Score: -4301826.000000 Penalty: 3391.689453
	Iteration 101Q: 3 clusters Score -4301826 nChanged 44
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Mstep: Class 2 contains 33273 members 
Entering Unmasked Estep 
Score: -4301837.500000 Penalty: 3391.689453
	Iteration 102Q: 3 clusters Score -4301838 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 33294 members 
Entering Unmasked Estep 
Score: -4301856.500000 Penalty: 3391.689453
	Iteration 103Q: 3 clusters Score -4301856 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 33305 members 
Entering Unmasked Estep 
Score: -4301852.000000 Penalty: 3391.689453
	Iteration 104Q: 3 clusters Score -4301852 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 33314 members 
Entering Unmasked Estep 
Score: -4301855.500000 Penalty: 3391.689453
	Iteration 105Q: 3 clusters Score -4301856 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 33323 members 
Entering Unmasked Estep 
Score: -4301864.500000 Penalty: 3391.689453
	Iteration 106Q: 3 clusters Score -4301864 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 33334 members 
Entering Unmasked Estep 
Score: -4301875.500000 Penalty: 3391.689453
	Iteration 107Q: 3 clusters Score -4301876 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 33347 members 
Entering Unmasked Estep 
Score: -4301881.500000 Penalty: 3391.689453
	Iteration 108Q: 3 clusters Score -4301882 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 33363 members 
Entering Unmasked Estep 
Score: -4301889.500000 Penalty: 3391.689453
	Iteration 109Q: 3 clusters Score -4301890 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 33383 members 
Entering Unmasked Estep 
Score: -4301905.000000 Penalty: 3391.689453
	Iteration 110Q: 3 clusters Score -4301905 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 33396 members 
Entering Unmasked Estep 
Score: -4301917.500000 Penalty: 3391.689453
	Iteration 111Q: 3 clusters Score -4301918 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 33406 members 
Entering Unmasked Estep 
Score: -4301917.500000 Penalty: 3391.689453
	Iteration 112Q: 3 clusters Score -4301918 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 33410 members 
Entering Unmasked Estep 
Score: -4301917.000000 Penalty: 3391.689453
	Iteration 113Q: 3 clusters Score -4301917 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 33413 members 
Entering Unmasked Estep 
Score: -4301914.500000 Penalty: 3391.689453
	Iteration 114Q: 3 clusters Score -4301914 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 33417 members 
Entering Unmasked Estep 
Score: -4301912.500000 Penalty: 3391.689453
	Iteration 115Q: 3 clusters Score -4301912 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 33422 members 
Entering Unmasked Estep 
Score: -4301917.500000 Penalty: 3391.689453
	Iteration 116Q: 3 clusters Score -4301918 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 33427 members 
Entering Unmasked Estep 
Score: -4301921.000000 Penalty: 3391.689453
	Iteration 117Q: 3 clusters Score -4301921 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 33431 members 
Entering Unmasked Estep 
Score: -4301919.500000 Penalty: 3391.689453
	Iteration 118Q: 3 clusters Score -4301920 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 33436 members 
Entering Unmasked Estep 
Score: -4301928.500000 Penalty: 3391.689453
	Iteration 119Q: 3 clusters Score -4301928 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 33441 members 
Entering Unmasked Estep 
Score: -4301927.000000 Penalty: 3391.689453
	Iteration 120F: 3 clusters Score -4301927 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 33446 members 
Entering Unmasked Estep 
Score: -4301930.500000 Penalty: 3391.689453
	Iteration 121Q: 3 clusters Score -4301930 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 33451 members 
Entering Unmasked Estep 
Score: -4301937.500000 Penalty: 3391.689453
	Iteration 122Q: 3 clusters Score -4301938 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 33458 members 
Entering Unmasked Estep 
Score: -4301940.500000 Penalty: 3391.689453
	Iteration 123Q: 3 clusters Score -4301940 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 33467 members 
Entering Unmasked Estep 
Score: -4301940.000000 Penalty: 3391.689453
	Iteration 124Q: 3 clusters Score -4301940 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 33473 members 
Entering Unmasked Estep 
Score: -4301940.500000 Penalty: 3391.689453
	Iteration 125Q: 3 clusters Score -4301940 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 33478 members 
Entering Unmasked Estep 
Score: -4301940.500000 Penalty: 3391.689453
	Iteration 126Q: 3 clusters Score -4301940 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 33479 members 
Entering Unmasked Estep 
Score: -4301944.500000 Penalty: 3391.689453
	Iteration 127Q: 3 clusters Score -4301944 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 33480 members 
Entering Unmasked Estep 
Score: -4301945.500000 Penalty: 3391.689453
	Iteration 128Q: 3 clusters Score -4301946 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 33480 members 
Entering Unmasked Estep 
Score: -4301945.500000 Penalty: 3391.689453
	Iteration 129F: 3 clusters Score -4301946 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (6077 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6077 members 
Entering Unmasked Estep 
Score: -684842.125000 Penalty: 1415.743408
	Iteration 0F: 2 clusters Score -684842.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -680198.062500 Penalty: 2831.486816
	Iteration 0F: 3 clusters Score -680198.1 nChanged 2486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -681599.250000 Penalty: 2831.486816
	Iteration 1F: 3 clusters Score -681599.2 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -681910.562500 Penalty: 2831.486816
	Iteration 2F: 3 clusters Score -681910.6 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -682168.125000 Penalty: 2831.486816
	Iteration 3F: 3 clusters Score -682168.1 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -682372.062500 Penalty: 2831.486816
	Iteration 4F: 3 clusters Score -682372.1 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -682521.812500 Penalty: 2831.486816
	Iteration 5Q: 3 clusters Score -682521.8 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -682638.875000 Penalty: 2831.486816
	Iteration 6Q: 3 clusters Score -682638.9 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -682745.250000 Penalty: 2831.486816
	Iteration 7Q: 3 clusters Score -682745.2 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -682831.062500 Penalty: 2831.486816
	Iteration 8Q: 3 clusters Score -682831.1 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -682900.437500 Penalty: 2831.486816
	Iteration 9Q: 3 clusters Score -682900.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -682963.562500 Penalty: 2831.486816
	Iteration 10Q: 3 clusters Score -682963.6 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -683021.062500 Penalty: 2831.486816
	Iteration 11Q: 3 clusters Score -683021.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -683060.937500 Penalty: 2831.486816
	Iteration 12Q: 3 clusters Score -683060.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -683089.812500 Penalty: 2831.486816
	Iteration 13Q: 3 clusters Score -683089.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -683116.125000 Penalty: 2831.486816
	Iteration 14Q: 3 clusters Score -683116.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -683139.750000 Penalty: 2831.486816
	Iteration 15Q: 3 clusters Score -683139.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -683167.187500 Penalty: 2831.486816
	Iteration 16Q: 3 clusters Score -683167.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -683194.312500 Penalty: 2831.486816
	Iteration 17Q: 3 clusters Score -683194.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -683218.562500 Penalty: 2831.486816
	Iteration 18Q: 3 clusters Score -683218.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -683240.687500 Penalty: 2831.486816
	Iteration 19Q: 3 clusters Score -683240.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -683261.250000 Penalty: 2831.486816
	Iteration 20F: 3 clusters Score -683261.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -683280.875000 Penalty: 2831.486816
	Iteration 21Q: 3 clusters Score -683280.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -683303.250000 Penalty: 2831.486816
	Iteration 22Q: 3 clusters Score -683303.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -683325.562500 Penalty: 2831.486816
	Iteration 23Q: 3 clusters Score -683325.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -683348.250000 Penalty: 2831.486816
	Iteration 24Q: 3 clusters Score -683348.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -683369.500000 Penalty: 2831.486816
	Iteration 25Q: 3 clusters Score -683369.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -683387.937500 Penalty: 2831.486816
	Iteration 26Q: 3 clusters Score -683387.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -683401.062500 Penalty: 2831.486816
	Iteration 27Q: 3 clusters Score -683401.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -683410.375000 Penalty: 2831.486816
	Iteration 28Q: 3 clusters Score -683410.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -683422.937500 Penalty: 2831.486816
	Iteration 29Q: 3 clusters Score -683422.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -683434.500000 Penalty: 2831.486816
	Iteration 30Q: 3 clusters Score -683434.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -683443.500000 Penalty: 2831.486816
	Iteration 31Q: 3 clusters Score -683443.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -683448.750000 Penalty: 2831.486816
	Iteration 32Q: 3 clusters Score -683448.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -683453.812500 Penalty: 2831.486816
	Iteration 33Q: 3 clusters Score -683453.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -683455.125000 Penalty: 2831.486816
	Iteration 34Q: 3 clusters Score -683455.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -683459.937500 Penalty: 2831.486816
	Iteration 35Q: 3 clusters Score -683459.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -683463.937500 Penalty: 2831.486816
	Iteration 36Q: 3 clusters Score -683463.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -683467.562500 Penalty: 2831.486816
	Iteration 37Q: 3 clusters Score -683467.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -683467.937500 Penalty: 2831.486816
	Iteration 38Q: 3 clusters Score -683467.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -683469.312500 Penalty: 2831.486816
	Iteration 39Q: 3 clusters Score -683469.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -683472.750000 Penalty: 2831.486816
	Iteration 40F: 3 clusters Score -683472.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -683475.437500 Penalty: 2831.486816
	Iteration 41Q: 3 clusters Score -683475.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -683476.812500 Penalty: 2831.486816
	Iteration 42Q: 3 clusters Score -683476.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -683478.250000 Penalty: 2831.486816
	Iteration 43Q: 3 clusters Score -683478.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -683481.750000 Penalty: 2831.486816
	Iteration 44Q: 3 clusters Score -683481.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -683487.312500 Penalty: 2831.486816
	Iteration 45Q: 3 clusters Score -683487.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -683487.687500 Penalty: 2831.486816
	Iteration 46Q: 3 clusters Score -683487.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -683487.500000 Penalty: 2831.486816
	Iteration 47Q: 3 clusters Score -683487.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -683492.687500 Penalty: 2831.486816
	Iteration 48Q: 3 clusters Score -683492.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -683493.875000 Penalty: 2831.486816
	Iteration 49Q: 3 clusters Score -683493.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -683495.687500 Penalty: 2831.486816
	Iteration 50Q: 3 clusters Score -683495.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -683496.937500 Penalty: 2831.486816
	Iteration 51Q: 3 clusters Score -683496.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -683497.937500 Penalty: 2831.486816
	Iteration 52Q: 3 clusters Score -683497.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -683497.937500 Penalty: 2831.486816
	Iteration 53Q: 3 clusters Score -683497.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -683497.875000 Penalty: 2831.486816
	Iteration 54Q: 3 clusters Score -683497.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -683497.875000 Penalty: 2831.486816
	Iteration 55F: 3 clusters Score -683497.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (26542 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26542 members 
Entering Unmasked Estep 
Score: -3401643.750000 Penalty: 1655.303589
	Iteration 0F: 2 clusters Score -3401644 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13302 members 
Mstep: Class 2 contains 13240 members 
Entering Unmasked Estep 
Score: -3383658.500000 Penalty: 3310.607178
	Iteration 0F: 3 clusters Score -3383658 nChanged 12299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13499 members 
Mstep: Class 2 contains 13043 members 
Entering Unmasked Estep 
Score: -3390563.250000 Penalty: 3310.607178
	Iteration 1F: 3 clusters Score -3390563 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13678 members 
Mstep: Class 2 contains 12864 members 
Entering Unmasked Estep 
Score: -3391188.250000 Penalty: 3310.607178
	Iteration 2F: 3 clusters Score -3391188 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13932 members 
Mstep: Class 2 contains 12610 members 
Entering Unmasked Estep 
Score: -3391921.000000 Penalty: 3310.607178
	Iteration 3F: 3 clusters Score -3391921 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14271 members 
Mstep: Class 2 contains 12271 members 
Entering Unmasked Estep 
Score: -3392845.500000 Penalty: 3310.607178
	Iteration 4F: 3 clusters Score -3392846 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14748 members 
Mstep: Class 2 contains 11794 members 
Entering Unmasked Estep 
Score: -3393918.750000 Penalty: 3310.607178
	Iteration 5F: 3 clusters Score -3393919 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15269 members 
Mstep: Class 2 contains 11273 members 
Entering Unmasked Estep 
Score: -3395039.250000 Penalty: 3310.607178
	Iteration 6F: 3 clusters Score -3395039 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15742 members 
Mstep: Class 2 contains 10800 members 
Entering Unmasked Estep 
Score: -3396062.750000 Penalty: 3310.607178
	Iteration 7F: 3 clusters Score -3396063 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16128 members 
Mstep: Class 2 contains 10414 members 
Entering Unmasked Estep 
Score: -3396984.000000 Penalty: 3310.607178
	Iteration 8F: 3 clusters Score -3396984 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16415 members 
Mstep: Class 2 contains 10127 members 
Entering Unmasked Estep 
Score: -3397729.500000 Penalty: 3310.607178
	Iteration 9Q: 3 clusters Score -3397730 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16641 members 
Mstep: Class 2 contains 9901 members 
Entering Unmasked Estep 
Score: -3398228.000000 Penalty: 3310.607178
	Iteration 10Q: 3 clusters Score -3398228 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16844 members 
Mstep: Class 2 contains 9698 members 
Entering Unmasked Estep 
Score: -3398498.250000 Penalty: 3310.607178
	Iteration 11Q: 3 clusters Score -3398498 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17004 members 
Mstep: Class 2 contains 9538 members 
Entering Unmasked Estep 
Score: -3398632.250000 Penalty: 3310.607178
	Iteration 12Q: 3 clusters Score -3398632 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17148 members 
Mstep: Class 2 contains 9394 members 
Entering Unmasked Estep 
Score: -3398704.500000 Penalty: 3310.607178
	Iteration 13Q: 3 clusters Score -3398704 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17275 members 
Mstep: Class 2 contains 9267 members 
Entering Unmasked Estep 
Score: -3398748.250000 Penalty: 3310.607178
	Iteration 14Q: 3 clusters Score -3398748 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17392 members 
Mstep: Class 2 contains 9150 members 
Entering Unmasked Estep 
Score: -3398792.500000 Penalty: 3310.607178
	Iteration 15Q: 3 clusters Score -3398792 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17510 members 
Mstep: Class 2 contains 9032 members 
Entering Unmasked Estep 
Score: -3398823.000000 Penalty: 3310.607178
	Iteration 16Q: 3 clusters Score -3398823 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17618 members 
Mstep: Class 2 contains 8924 members 
Entering Unmasked Estep 
Score: -3398836.000000 Penalty: 3310.607178
	Iteration 17Q: 3 clusters Score -3398836 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17729 members 
Mstep: Class 2 contains 8813 members 
Entering Unmasked Estep 
Score: -3398859.750000 Penalty: 3310.607178
	Iteration 18Q: 3 clusters Score -3398860 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17842 members 
Mstep: Class 2 contains 8700 members 
Entering Unmasked Estep 
Score: -3398872.750000 Penalty: 3310.607178
	Iteration 19Q: 3 clusters Score -3398873 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17958 members 
Mstep: Class 2 contains 8584 members 
Entering Unmasked Estep 
Score: -3398906.000000 Penalty: 3310.607178
	Iteration 20F: 3 clusters Score -3398906 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18079 members 
Mstep: Class 2 contains 8463 members 
Entering Unmasked Estep 
Score: -3398936.750000 Penalty: 3310.607178
	Iteration 21Q: 3 clusters Score -3398937 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18217 members 
Mstep: Class 2 contains 8325 members 
Entering Unmasked Estep 
Score: -3398959.000000 Penalty: 3310.607178
	Iteration 22Q: 3 clusters Score -3398959 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18373 members 
Mstep: Class 2 contains 8169 members 
Entering Unmasked Estep 
Score: -3398993.250000 Penalty: 3310.607178
	Iteration 23Q: 3 clusters Score -3398993 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18520 members 
Mstep: Class 2 contains 8022 members 
Entering Unmasked Estep 
Score: -3399023.250000 Penalty: 3310.607178
	Iteration 24Q: 3 clusters Score -3399023 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18662 members 
Mstep: Class 2 contains 7880 members 
Entering Unmasked Estep 
Score: -3399050.000000 Penalty: 3310.607178
	Iteration 25Q: 3 clusters Score -3399050 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18803 members 
Mstep: Class 2 contains 7739 members 
Entering Unmasked Estep 
Score: -3399075.500000 Penalty: 3310.607178
	Iteration 26Q: 3 clusters Score -3399076 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18958 members 
Mstep: Class 2 contains 7584 members 
Entering Unmasked Estep 
Score: -3399109.500000 Penalty: 3310.607178
	Iteration 27Q: 3 clusters Score -3399110 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19121 members 
Mstep: Class 2 contains 7421 members 
Entering Unmasked Estep 
Score: -3399144.250000 Penalty: 3310.607178
	Iteration 28Q: 3 clusters Score -3399144 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19289 members 
Mstep: Class 2 contains 7253 members 
Entering Unmasked Estep 
Score: -3399180.250000 Penalty: 3310.607178
	Iteration 29Q: 3 clusters Score -3399180 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19464 members 
Mstep: Class 2 contains 7078 members 
Entering Unmasked Estep 
Score: -3399212.250000 Penalty: 3310.607178
	Iteration 30Q: 3 clusters Score -3399212 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19620 members 
Mstep: Class 2 contains 6922 members 
Entering Unmasked Estep 
Score: -3399246.750000 Penalty: 3310.607178
	Iteration 31Q: 3 clusters Score -3399247 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19782 members 
Mstep: Class 2 contains 6760 members 
Entering Unmasked Estep 
Score: -3399279.000000 Penalty: 3310.607178
	Iteration 32Q: 3 clusters Score -3399279 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19956 members 
Mstep: Class 2 contains 6586 members 
Entering Unmasked Estep 
Score: -3399324.250000 Penalty: 3310.607178
	Iteration 33Q: 3 clusters Score -3399324 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20131 members 
Mstep: Class 2 contains 6411 members 
Entering Unmasked Estep 
Score: -3399379.000000 Penalty: 3310.607178
	Iteration 34Q: 3 clusters Score -3399379 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20297 members 
Mstep: Class 2 contains 6245 members 
Entering Unmasked Estep 
Score: -3399432.500000 Penalty: 3310.607178
	Iteration 35Q: 3 clusters Score -3399432 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20475 members 
Mstep: Class 2 contains 6067 members 
Entering Unmasked Estep 
Score: -3399525.750000 Penalty: 3310.607178
	Iteration 36Q: 3 clusters Score -3399526 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20693 members 
Mstep: Class 2 contains 5849 members 
Entering Unmasked Estep 
Score: -3399669.500000 Penalty: 3310.607178
	Iteration 37Q: 3 clusters Score -3399670 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20905 members 
Mstep: Class 2 contains 5637 members 
Entering Unmasked Estep 
Score: -3399808.750000 Penalty: 3310.607178
	Iteration 38Q: 3 clusters Score -3399809 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21089 members 
Mstep: Class 2 contains 5453 members 
Entering Unmasked Estep 
Score: -3399956.000000 Penalty: 3310.607178
	Iteration 39Q: 3 clusters Score -3399956 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21237 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -3400040.750000 Penalty: 3310.607178
	Iteration 40F: 3 clusters Score -3400041 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21376 members 
Mstep: Class 2 contains 5166 members 
Entering Unmasked Estep 
Score: -3400103.000000 Penalty: 3310.607178
	Iteration 41Q: 3 clusters Score -3400103 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21489 members 
Mstep: Class 2 contains 5053 members 
Entering Unmasked Estep 
Score: -3400155.750000 Penalty: 3310.607178
	Iteration 42Q: 3 clusters Score -3400156 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21608 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -3400189.000000 Penalty: 3310.607178
	Iteration 43Q: 3 clusters Score -3400189 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21707 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -3400216.250000 Penalty: 3310.607178
	Iteration 44Q: 3 clusters Score -3400216 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21794 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -3400247.750000 Penalty: 3310.607178
	Iteration 45Q: 3 clusters Score -3400248 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21874 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -3400253.250000 Penalty: 3310.607178
	Iteration 46Q: 3 clusters Score -3400253 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21940 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -3400269.750000 Penalty: 3310.607178
	Iteration 47Q: 3 clusters Score -3400270 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21995 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -3400273.750000 Penalty: 3310.607178
	Iteration 48Q: 3 clusters Score -3400274 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22045 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -3400262.000000 Penalty: 3310.607178
	Iteration 49Q: 3 clusters Score -3400262 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22098 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -3400276.000000 Penalty: 3310.607178
	Iteration 50Q: 3 clusters Score -3400276 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22156 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -3400276.250000 Penalty: 3310.607178
	Iteration 51Q: 3 clusters Score -3400276 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22213 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -3400291.000000 Penalty: 3310.607178
	Iteration 52Q: 3 clusters Score -3400291 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22261 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -3400297.000000 Penalty: 3310.607178
	Iteration 53Q: 3 clusters Score -3400297 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22301 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -3400310.750000 Penalty: 3310.607178
	Iteration 54Q: 3 clusters Score -3400311 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22335 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -3400310.250000 Penalty: 3310.607178
	Iteration 55Q: 3 clusters Score -3400310 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22361 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -3400317.000000 Penalty: 3310.607178
	Iteration 56Q: 3 clusters Score -3400317 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22385 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -3400321.000000 Penalty: 3310.607178
	Iteration 57Q: 3 clusters Score -3400321 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22404 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -3400322.500000 Penalty: 3310.607178
	Iteration 58Q: 3 clusters Score -3400322 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22420 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -3400325.750000 Penalty: 3310.607178
	Iteration 59Q: 3 clusters Score -3400326 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22443 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -3400324.250000 Penalty: 3310.607178
	Iteration 60F: 3 clusters Score -3400324 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22480 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -3400323.000000 Penalty: 3310.607178
	Iteration 61Q: 3 clusters Score -3400323 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22514 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -3400327.250000 Penalty: 3310.607178
	Iteration 62Q: 3 clusters Score -3400327 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22543 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -3400335.750000 Penalty: 3310.607178
	Iteration 63Q: 3 clusters Score -3400336 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22581 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -3400332.500000 Penalty: 3310.607178
	Iteration 64Q: 3 clusters Score -3400332 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22619 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -3400351.000000 Penalty: 3310.607178
	Iteration 65Q: 3 clusters Score -3400351 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22661 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -3400358.000000 Penalty: 3310.607178
	Iteration 66Q: 3 clusters Score -3400358 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22710 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -3400366.500000 Penalty: 3310.607178
	Iteration 67Q: 3 clusters Score -3400366 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22743 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -3400382.250000 Penalty: 3310.607178
	Iteration 68Q: 3 clusters Score -3400382 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22776 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -3400374.750000 Penalty: 3310.607178
	Iteration 69Q: 3 clusters Score -3400375 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22801 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -3400374.000000 Penalty: 3310.607178
	Iteration 70Q: 3 clusters Score -3400374 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22820 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -3400372.000000 Penalty: 3310.607178
	Iteration 71Q: 3 clusters Score -3400372 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22837 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -3400377.250000 Penalty: 3310.607178
	Iteration 72Q: 3 clusters Score -3400377 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22860 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -3400377.000000 Penalty: 3310.607178
	Iteration 73Q: 3 clusters Score -3400377 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22882 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -3400382.000000 Penalty: 3310.607178
	Iteration 74Q: 3 clusters Score -3400382 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22908 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -3400382.000000 Penalty: 3310.607178
	Iteration 75Q: 3 clusters Score -3400382 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22937 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -3400391.000000 Penalty: 3310.607178
	Iteration 76Q: 3 clusters Score -3400391 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22959 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -3400392.750000 Penalty: 3310.607178
	Iteration 77Q: 3 clusters Score -3400393 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22978 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -3400399.000000 Penalty: 3310.607178
	Iteration 78Q: 3 clusters Score -3400399 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23002 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -3400393.750000 Penalty: 3310.607178
	Iteration 79Q: 3 clusters Score -3400394 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23024 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -3400401.250000 Penalty: 3310.607178
	Iteration 80F: 3 clusters Score -3400401 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23046 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -3400404.000000 Penalty: 3310.607178
	Iteration 81Q: 3 clusters Score -3400404 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23074 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -3400410.500000 Penalty: 3310.607178
	Iteration 82Q: 3 clusters Score -3400410 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23098 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -3400422.500000 Penalty: 3310.607178
	Iteration 83Q: 3 clusters Score -3400422 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23115 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -3400428.250000 Penalty: 3310.607178
	Iteration 84Q: 3 clusters Score -3400428 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23130 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -3400430.500000 Penalty: 3310.607178
	Iteration 85Q: 3 clusters Score -3400430 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23146 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -3400429.250000 Penalty: 3310.607178
	Iteration 86Q: 3 clusters Score -3400429 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23160 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -3400432.500000 Penalty: 3310.607178
	Iteration 87Q: 3 clusters Score -3400432 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23176 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -3400445.250000 Penalty: 3310.607178
	Iteration 88Q: 3 clusters Score -3400445 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23186 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -3400445.000000 Penalty: 3310.607178
	Iteration 89Q: 3 clusters Score -3400445 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23196 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -3400444.500000 Penalty: 3310.607178
	Iteration 90Q: 3 clusters Score -3400444 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23206 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -3400441.000000 Penalty: 3310.607178
	Iteration 91Q: 3 clusters Score -3400441 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23208 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -3400436.750000 Penalty: 3310.607178
	Iteration 92Q: 3 clusters Score -3400437 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23209 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -3400441.500000 Penalty: 3310.607178
	Iteration 93Q: 3 clusters Score -3400442 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23209 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -3400441.500000 Penalty: 3310.607178
	Iteration 94F: 3 clusters Score -3400442 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (25924 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25924 members 
Entering Unmasked Estep 
Score: -3269805.000000 Penalty: 1651.475220
	Iteration 0F: 2 clusters Score -3269805 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12946 members 
Mstep: Class 2 contains 12978 members 
Entering Unmasked Estep 
Score: -3252223.750000 Penalty: 3302.950439
	Iteration 0F: 3 clusters Score -3252224 nChanged 11864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12992 members 
Mstep: Class 2 contains 12932 members 
Entering Unmasked Estep 
Score: -3258616.000000 Penalty: 3302.950439
	Iteration 1F: 3 clusters Score -3258616 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13045 members 
Mstep: Class 2 contains 12879 members 
Entering Unmasked Estep 
Score: -3258938.500000 Penalty: 3302.950439
	Iteration 2Q: 3 clusters Score -3258938 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13117 members 
Mstep: Class 2 contains 12807 members 
Entering Unmasked Estep 
Score: -3259274.250000 Penalty: 3302.950439
	Iteration 3Q: 3 clusters Score -3259274 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13211 members 
Mstep: Class 2 contains 12713 members 
Entering Unmasked Estep 
Score: -3259693.000000 Penalty: 3302.950439
	Iteration 4Q: 3 clusters Score -3259693 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13268 members 
Mstep: Class 2 contains 12656 members 
Entering Unmasked Estep 
Score: -3260136.250000 Penalty: 3302.950439
	Iteration 5Q: 3 clusters Score -3260136 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13324 members 
Mstep: Class 2 contains 12600 members 
Entering Unmasked Estep 
Score: -3260635.750000 Penalty: 3302.950439
	Iteration 6Q: 3 clusters Score -3260636 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13342 members 
Mstep: Class 2 contains 12582 members 
Entering Unmasked Estep 
Score: -3261116.750000 Penalty: 3302.950439
	Iteration 7Q: 3 clusters Score -3261117 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13326 members 
Mstep: Class 2 contains 12598 members 
Entering Unmasked Estep 
Score: -3261618.500000 Penalty: 3302.950439
	Iteration 8Q: 3 clusters Score -3261618 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13231 members 
Mstep: Class 2 contains 12693 members 
Entering Unmasked Estep 
Score: -3262074.000000 Penalty: 3302.950439
	Iteration 9Q: 3 clusters Score -3262074 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13083 members 
Mstep: Class 2 contains 12841 members 
Entering Unmasked Estep 
Score: -3262498.000000 Penalty: 3302.950439
	Iteration 10Q: 3 clusters Score -3262498 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12875 members 
Mstep: Class 2 contains 13049 members 
Entering Unmasked Estep 
Score: -3262965.000000 Penalty: 3302.950439
	Iteration 11Q: 3 clusters Score -3262965 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12571 members 
Mstep: Class 2 contains 13353 members 
Entering Unmasked Estep 
Score: -3263490.500000 Penalty: 3302.950439
	Iteration 12Q: 3 clusters Score -3263490 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12176 members 
Mstep: Class 2 contains 13748 members 
Entering Unmasked Estep 
Score: -3264193.750000 Penalty: 3302.950439
	Iteration 13Q: 3 clusters Score -3264194 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11695 members 
Mstep: Class 2 contains 14229 members 
Entering Unmasked Estep 
Score: -3264898.000000 Penalty: 3302.950439
	Iteration 14Q: 3 clusters Score -3264898 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11266 members 
Mstep: Class 2 contains 14658 members 
Entering Unmasked Estep 
Score: -3265448.000000 Penalty: 3302.950439
	Iteration 15Q: 3 clusters Score -3265448 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10845 members 
Mstep: Class 2 contains 15079 members 
Entering Unmasked Estep 
Score: -3265854.000000 Penalty: 3302.950439
	Iteration 16Q: 3 clusters Score -3265854 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10470 members 
Mstep: Class 2 contains 15454 members 
Entering Unmasked Estep 
Score: -3266113.250000 Penalty: 3302.950439
	Iteration 17Q: 3 clusters Score -3266113 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10121 members 
Mstep: Class 2 contains 15803 members 
Entering Unmasked Estep 
Score: -3266251.750000 Penalty: 3302.950439
	Iteration 18Q: 3 clusters Score -3266252 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9840 members 
Mstep: Class 2 contains 16084 members 
Entering Unmasked Estep 
Score: -3266357.000000 Penalty: 3302.950439
	Iteration 19Q: 3 clusters Score -3266357 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9557 members 
Mstep: Class 2 contains 16367 members 
Entering Unmasked Estep 
Score: -3266452.000000 Penalty: 3302.950439
	Iteration 20F: 3 clusters Score -3266452 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9300 members 
Mstep: Class 2 contains 16624 members 
Entering Unmasked Estep 
Score: -3266547.250000 Penalty: 3302.950439
	Iteration 21Q: 3 clusters Score -3266547 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9063 members 
Mstep: Class 2 contains 16861 members 
Entering Unmasked Estep 
Score: -3266631.500000 Penalty: 3302.950439
	Iteration 22Q: 3 clusters Score -3266632 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8807 members 
Mstep: Class 2 contains 17117 members 
Entering Unmasked Estep 
Score: -3266707.250000 Penalty: 3302.950439
	Iteration 23Q: 3 clusters Score -3266707 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8535 members 
Mstep: Class 2 contains 17389 members 
Entering Unmasked Estep 
Score: -3266791.250000 Penalty: 3302.950439
	Iteration 24Q: 3 clusters Score -3266791 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8258 members 
Mstep: Class 2 contains 17666 members 
Entering Unmasked Estep 
Score: -3266872.500000 Penalty: 3302.950439
	Iteration 25Q: 3 clusters Score -3266872 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7974 members 
Mstep: Class 2 contains 17950 members 
Entering Unmasked Estep 
Score: -3266960.750000 Penalty: 3302.950439
	Iteration 26Q: 3 clusters Score -3266961 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7693 members 
Mstep: Class 2 contains 18231 members 
Entering Unmasked Estep 
Score: -3267031.250000 Penalty: 3302.950439
	Iteration 27Q: 3 clusters Score -3267031 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7435 members 
Mstep: Class 2 contains 18489 members 
Entering Unmasked Estep 
Score: -3267102.000000 Penalty: 3302.950439
	Iteration 28Q: 3 clusters Score -3267102 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7174 members 
Mstep: Class 2 contains 18750 members 
Entering Unmasked Estep 
Score: -3267175.500000 Penalty: 3302.950439
	Iteration 29Q: 3 clusters Score -3267176 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6939 members 
Mstep: Class 2 contains 18985 members 
Entering Unmasked Estep 
Score: -3267229.500000 Penalty: 3302.950439
	Iteration 30Q: 3 clusters Score -3267230 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6700 members 
Mstep: Class 2 contains 19224 members 
Entering Unmasked Estep 
Score: -3267314.500000 Penalty: 3302.950439
	Iteration 31Q: 3 clusters Score -3267314 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6480 members 
Mstep: Class 2 contains 19444 members 
Entering Unmasked Estep 
Score: -3267370.750000 Penalty: 3302.950439
	Iteration 32Q: 3 clusters Score -3267371 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6285 members 
Mstep: Class 2 contains 19639 members 
Entering Unmasked Estep 
Score: -3267440.250000 Penalty: 3302.950439
	Iteration 33Q: 3 clusters Score -3267440 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6078 members 
Mstep: Class 2 contains 19846 members 
Entering Unmasked Estep 
Score: -3267529.750000 Penalty: 3302.950439
	Iteration 34Q: 3 clusters Score -3267530 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5856 members 
Mstep: Class 2 contains 20068 members 
Entering Unmasked Estep 
Score: -3267622.500000 Penalty: 3302.950439
	Iteration 35Q: 3 clusters Score -3267622 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 20314 members 
Entering Unmasked Estep 
Score: -3267752.500000 Penalty: 3302.950439
	Iteration 36Q: 3 clusters Score -3267752 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5390 members 
Mstep: Class 2 contains 20534 members 
Entering Unmasked Estep 
Score: -3267840.500000 Penalty: 3302.950439
	Iteration 37Q: 3 clusters Score -3267840 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 20741 members 
Entering Unmasked Estep 
Score: -3267942.000000 Penalty: 3302.950439
	Iteration 38Q: 3 clusters Score -3267942 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 20921 members 
Entering Unmasked Estep 
Score: -3268028.500000 Penalty: 3302.950439
	Iteration 39Q: 3 clusters Score -3268028 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4820 members 
Mstep: Class 2 contains 21104 members 
Entering Unmasked Estep 
Score: -3268105.500000 Penalty: 3302.950439
	Iteration 40F: 3 clusters Score -3268106 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 21267 members 
Entering Unmasked Estep 
Score: -3268176.000000 Penalty: 3302.950439
	Iteration 41Q: 3 clusters Score -3268176 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 21405 members 
Entering Unmasked Estep 
Score: -3268222.750000 Penalty: 3302.950439
	Iteration 42Q: 3 clusters Score -3268223 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 21519 members 
Entering Unmasked Estep 
Score: -3268266.500000 Penalty: 3302.950439
	Iteration 43Q: 3 clusters Score -3268266 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 21631 members 
Entering Unmasked Estep 
Score: -3268299.500000 Penalty: 3302.950439
	Iteration 44Q: 3 clusters Score -3268300 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 21725 members 
Entering Unmasked Estep 
Score: -3268322.000000 Penalty: 3302.950439
	Iteration 45Q: 3 clusters Score -3268322 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 21815 members 
Entering Unmasked Estep 
Score: -3268333.000000 Penalty: 3302.950439
	Iteration 46Q: 3 clusters Score -3268333 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 21892 members 
Entering Unmasked Estep 
Score: -3268338.250000 Penalty: 3302.950439
	Iteration 47Q: 3 clusters Score -3268338 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 21958 members 
Entering Unmasked Estep 
Score: -3268355.000000 Penalty: 3302.950439
	Iteration 48Q: 3 clusters Score -3268355 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 22031 members 
Entering Unmasked Estep 
Score: -3268378.250000 Penalty: 3302.950439
	Iteration 49Q: 3 clusters Score -3268378 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 22094 members 
Entering Unmasked Estep 
Score: -3268388.750000 Penalty: 3302.950439
	Iteration 50Q: 3 clusters Score -3268389 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 22144 members 
Entering Unmasked Estep 
Score: -3268404.250000 Penalty: 3302.950439
	Iteration 51Q: 3 clusters Score -3268404 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 22176 members 
Entering Unmasked Estep 
Score: -3268405.250000 Penalty: 3302.950439
	Iteration 52Q: 3 clusters Score -3268405 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 22203 members 
Entering Unmasked Estep 
Score: -3268406.250000 Penalty: 3302.950439
	Iteration 53Q: 3 clusters Score -3268406 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 22234 members 
Entering Unmasked Estep 
Score: -3268412.750000 Penalty: 3302.950439
	Iteration 54Q: 3 clusters Score -3268413 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 22268 members 
Entering Unmasked Estep 
Score: -3268416.250000 Penalty: 3302.950439
	Iteration 55Q: 3 clusters Score -3268416 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 22305 members 
Entering Unmasked Estep 
Score: -3268422.750000 Penalty: 3302.950439
	Iteration 56Q: 3 clusters Score -3268423 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 22337 members 
Entering Unmasked Estep 
Score: -3268421.500000 Penalty: 3302.950439
	Iteration 57Q: 3 clusters Score -3268422 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 22356 members 
Entering Unmasked Estep 
Score: -3268419.000000 Penalty: 3302.950439
	Iteration 58Q: 3 clusters Score -3268419 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 22371 members 
Entering Unmasked Estep 
Score: -3268426.500000 Penalty: 3302.950439
	Iteration 59Q: 3 clusters Score -3268426 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 22385 members 
Entering Unmasked Estep 
Score: -3268425.750000 Penalty: 3302.950439
	Iteration 60F: 3 clusters Score -3268426 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 22406 members 
Entering Unmasked Estep 
Score: -3268428.250000 Penalty: 3302.950439
	Iteration 61Q: 3 clusters Score -3268428 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 22427 members 
Entering Unmasked Estep 
Score: -3268430.500000 Penalty: 3302.950439
	Iteration 62Q: 3 clusters Score -3268430 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 22446 members 
Entering Unmasked Estep 
Score: -3268439.500000 Penalty: 3302.950439
	Iteration 63Q: 3 clusters Score -3268440 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 22468 members 
Entering Unmasked Estep 
Score: -3268438.000000 Penalty: 3302.950439
	Iteration 64Q: 3 clusters Score -3268438 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 22483 members 
Entering Unmasked Estep 
Score: -3268439.500000 Penalty: 3302.950439
	Iteration 65Q: 3 clusters Score -3268440 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 22497 members 
Entering Unmasked Estep 
Score: -3268442.500000 Penalty: 3302.950439
	Iteration 66Q: 3 clusters Score -3268442 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 22509 members 
Entering Unmasked Estep 
Score: -3268437.750000 Penalty: 3302.950439
	Iteration 67Q: 3 clusters Score -3268438 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 22516 members 
Entering Unmasked Estep 
Score: -3268443.500000 Penalty: 3302.950439
	Iteration 68Q: 3 clusters Score -3268444 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 22526 members 
Entering Unmasked Estep 
Score: -3268446.750000 Penalty: 3302.950439
	Iteration 69Q: 3 clusters Score -3268447 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 22535 members 
Entering Unmasked Estep 
Score: -3268442.500000 Penalty: 3302.950439
	Iteration 70Q: 3 clusters Score -3268442 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 22542 members 
Entering Unmasked Estep 
Score: -3268442.250000 Penalty: 3302.950439
	Iteration 71Q: 3 clusters Score -3268442 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 22551 members 
Entering Unmasked Estep 
Score: -3268446.000000 Penalty: 3302.950439
	Iteration 72Q: 3 clusters Score -3268446 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 22556 members 
Entering Unmasked Estep 
Score: -3268449.750000 Penalty: 3302.950439
	Iteration 73Q: 3 clusters Score -3268450 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 22559 members 
Entering Unmasked Estep 
Score: -3268446.000000 Penalty: 3302.950439
	Iteration 74Q: 3 clusters Score -3268446 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 22561 members 
Entering Unmasked Estep 
Score: -3268448.750000 Penalty: 3302.950439
	Iteration 75Q: 3 clusters Score -3268449 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 22564 members 
Entering Unmasked Estep 
Score: -3268453.000000 Penalty: 3302.950439
	Iteration 76Q: 3 clusters Score -3268453 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 22568 members 
Entering Unmasked Estep 
Score: -3268449.500000 Penalty: 3302.950439
	Iteration 77Q: 3 clusters Score -3268450 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 22573 members 
Entering Unmasked Estep 
Score: -3268452.000000 Penalty: 3302.950439
	Iteration 78Q: 3 clusters Score -3268452 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 22576 members 
Entering Unmasked Estep 
Score: -3268455.750000 Penalty: 3302.950439
	Iteration 79Q: 3 clusters Score -3268456 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 22579 members 
Entering Unmasked Estep 
Score: -3268452.500000 Penalty: 3302.950439
	Iteration 80F: 3 clusters Score -3268452 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 22586 members 
Entering Unmasked Estep 
Score: -3268455.750000 Penalty: 3302.950439
	Iteration 81Q: 3 clusters Score -3268456 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 22593 members 
Entering Unmasked Estep 
Score: -3268454.000000 Penalty: 3302.950439
	Iteration 82Q: 3 clusters Score -3268454 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 22599 members 
Entering Unmasked Estep 
Score: -3268453.750000 Penalty: 3302.950439
	Iteration 83Q: 3 clusters Score -3268454 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 22605 members 
Entering Unmasked Estep 
Score: -3268460.250000 Penalty: 3302.950439
	Iteration 84Q: 3 clusters Score -3268460 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 22608 members 
Entering Unmasked Estep 
Score: -3268460.750000 Penalty: 3302.950439
	Iteration 85Q: 3 clusters Score -3268461 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 22609 members 
Entering Unmasked Estep 
Score: -3268459.000000 Penalty: 3302.950439
	Iteration 86Q: 3 clusters Score -3268459 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 22610 members 
Entering Unmasked Estep 
Score: -3268459.750000 Penalty: 3302.950439
	Iteration 87Q: 3 clusters Score -3268460 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 22610 members 
Entering Unmasked Estep 
Score: -3268459.750000 Penalty: 3302.950439
	Iteration 88F: 3 clusters Score -3268460 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (18943 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18943 members 
Entering Unmasked Estep 
Score: -2380679.250000 Penalty: 1600.493286
	Iteration 0F: 2 clusters Score -2380679 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9534 members 
Mstep: Class 2 contains 9409 members 
Entering Unmasked Estep 
Score: -2367662.500000 Penalty: 3200.986572
	Iteration 0F: 3 clusters Score -2367662 nChanged 8522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9888 members 
Mstep: Class 2 contains 9055 members 
Entering Unmasked Estep 
Score: -2372416.250000 Penalty: 3200.986572
	Iteration 1F: 3 clusters Score -2372416 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10169 members 
Mstep: Class 2 contains 8774 members 
Entering Unmasked Estep 
Score: -2372816.250000 Penalty: 3200.986572
	Iteration 2F: 3 clusters Score -2372816 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10581 members 
Mstep: Class 2 contains 8362 members 
Entering Unmasked Estep 
Score: -2373222.500000 Penalty: 3200.986572
	Iteration 3F: 3 clusters Score -2373222 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11092 members 
Mstep: Class 2 contains 7851 members 
Entering Unmasked Estep 
Score: -2373631.000000 Penalty: 3200.986572
	Iteration 4Q: 3 clusters Score -2373631 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11701 members 
Mstep: Class 2 contains 7242 members 
Entering Unmasked Estep 
Score: -2374153.750000 Penalty: 3200.986572
	Iteration 5Q: 3 clusters Score -2374154 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12442 members 
Mstep: Class 2 contains 6501 members 
Entering Unmasked Estep 
Score: -2374764.500000 Penalty: 3200.986572
	Iteration 6F: 3 clusters Score -2374764 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13277 members 
Mstep: Class 2 contains 5666 members 
Entering Unmasked Estep 
Score: -2375507.000000 Penalty: 3200.986572
	Iteration 7F: 3 clusters Score -2375507 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14116 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -2376264.250000 Penalty: 3200.986572
	Iteration 8F: 3 clusters Score -2376264 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14928 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -2376966.000000 Penalty: 3200.986572
	Iteration 9Q: 3 clusters Score -2376966 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15629 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -2377582.750000 Penalty: 3200.986572
	Iteration 10Q: 3 clusters Score -2377583 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16212 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -2378100.000000 Penalty: 3200.986572
	Iteration 11Q: 3 clusters Score -2378100 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16631 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -2378535.500000 Penalty: 3200.986572
	Iteration 12Q: 3 clusters Score -2378536 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16927 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -2378838.500000 Penalty: 3200.986572
	Iteration 13Q: 3 clusters Score -2378838 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17101 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -2379037.000000 Penalty: 3200.986572
	Iteration 14Q: 3 clusters Score -2379037 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17224 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -2379154.000000 Penalty: 3200.986572
	Iteration 15Q: 3 clusters Score -2379154 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17295 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -2379221.500000 Penalty: 3200.986572
	Iteration 16Q: 3 clusters Score -2379222 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17335 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -2379269.500000 Penalty: 3200.986572
	Iteration 17Q: 3 clusters Score -2379270 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17381 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -2379303.750000 Penalty: 3200.986572
	Iteration 18Q: 3 clusters Score -2379304 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17411 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -2379350.250000 Penalty: 3200.986572
	Iteration 19Q: 3 clusters Score -2379350 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17450 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -2379407.750000 Penalty: 3200.986572
	Iteration 20F: 3 clusters Score -2379408 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17475 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -2379438.250000 Penalty: 3200.986572
	Iteration 21Q: 3 clusters Score -2379438 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17477 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -2379467.500000 Penalty: 3200.986572
	Iteration 22Q: 3 clusters Score -2379468 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17466 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -2379495.250000 Penalty: 3200.986572
	Iteration 23Q: 3 clusters Score -2379495 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17440 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -2379521.500000 Penalty: 3200.986572
	Iteration 24Q: 3 clusters Score -2379522 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17432 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -2379553.000000 Penalty: 3200.986572
	Iteration 25Q: 3 clusters Score -2379553 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17412 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -2379577.500000 Penalty: 3200.986572
	Iteration 26Q: 3 clusters Score -2379578 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17397 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -2379608.000000 Penalty: 3200.986572
	Iteration 27Q: 3 clusters Score -2379608 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17397 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -2379641.750000 Penalty: 3200.986572
	Iteration 28Q: 3 clusters Score -2379642 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17396 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -2379673.500000 Penalty: 3200.986572
	Iteration 29Q: 3 clusters Score -2379674 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17407 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -2379696.750000 Penalty: 3200.986572
	Iteration 30Q: 3 clusters Score -2379697 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17420 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -2379710.750000 Penalty: 3200.986572
	Iteration 31Q: 3 clusters Score -2379711 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17428 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -2379718.750000 Penalty: 3200.986572
	Iteration 32Q: 3 clusters Score -2379719 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17437 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -2379724.000000 Penalty: 3200.986572
	Iteration 33Q: 3 clusters Score -2379724 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17451 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -2379735.000000 Penalty: 3200.986572
	Iteration 34Q: 3 clusters Score -2379735 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17461 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -2379731.000000 Penalty: 3200.986572
	Iteration 35Q: 3 clusters Score -2379731 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17467 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -2379730.750000 Penalty: 3200.986572
	Iteration 36Q: 3 clusters Score -2379731 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17474 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -2379738.000000 Penalty: 3200.986572
	Iteration 37Q: 3 clusters Score -2379738 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17482 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -2379740.000000 Penalty: 3200.986572
	Iteration 38Q: 3 clusters Score -2379740 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17491 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -2379747.250000 Penalty: 3200.986572
	Iteration 39Q: 3 clusters Score -2379747 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17503 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -2379748.750000 Penalty: 3200.986572
	Iteration 40F: 3 clusters Score -2379749 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17506 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -2379755.500000 Penalty: 3200.986572
	Iteration 41Q: 3 clusters Score -2379756 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17513 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -2379760.500000 Penalty: 3200.986572
	Iteration 42Q: 3 clusters Score -2379760 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17518 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -2379766.750000 Penalty: 3200.986572
	Iteration 43Q: 3 clusters Score -2379767 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17525 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -2379768.750000 Penalty: 3200.986572
	Iteration 44Q: 3 clusters Score -2379769 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17533 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -2379771.750000 Penalty: 3200.986572
	Iteration 45Q: 3 clusters Score -2379772 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17536 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -2379771.250000 Penalty: 3200.986572
	Iteration 46Q: 3 clusters Score -2379771 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17539 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -2379771.250000 Penalty: 3200.986572
	Iteration 47Q: 3 clusters Score -2379771 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17543 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -2379780.000000 Penalty: 3200.986572
	Iteration 48Q: 3 clusters Score -2379780 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17551 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -2379777.000000 Penalty: 3200.986572
	Iteration 49Q: 3 clusters Score -2379777 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17551 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -2379777.500000 Penalty: 3200.986572
	Iteration 50Q: 3 clusters Score -2379778 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17550 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -2379776.750000 Penalty: 3200.986572
	Iteration 51Q: 3 clusters Score -2379777 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17549 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -2379776.750000 Penalty: 3200.986572
	Iteration 52Q: 3 clusters Score -2379777 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17549 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -2379776.750000 Penalty: 3200.986572
	Iteration 53F: 3 clusters Score -2379777 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (4140 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Entering Unmasked Estep 
Score: -537413.687500 Penalty: 1353.373291
	Iteration 0F: 2 clusters Score -537413.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -533983.875000 Penalty: 2706.746582
	Iteration 0F: 3 clusters Score -533983.9 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -534832.250000 Penalty: 2706.746582
	Iteration 1F: 3 clusters Score -534832.2 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -535007.125000 Penalty: 2706.746582
	Iteration 2F: 3 clusters Score -535007.1 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -535127.250000 Penalty: 2706.746582
	Iteration 3F: 3 clusters Score -535127.2 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -535214.250000 Penalty: 2706.746582
	Iteration 4Q: 3 clusters Score -535214.2 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -535293.812500 Penalty: 2706.746582
	Iteration 5Q: 3 clusters Score -535293.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -535373.250000 Penalty: 2706.746582
	Iteration 6Q: 3 clusters Score -535373.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -535434.937500 Penalty: 2706.746582
	Iteration 7Q: 3 clusters Score -535434.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -535491.125000 Penalty: 2706.746582
	Iteration 8Q: 3 clusters Score -535491.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -535550.250000 Penalty: 2706.746582
	Iteration 9Q: 3 clusters Score -535550.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -535614.687500 Penalty: 2706.746582
	Iteration 10Q: 3 clusters Score -535614.7 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -535662.937500 Penalty: 2706.746582
	Iteration 11Q: 3 clusters Score -535662.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -535710.750000 Penalty: 2706.746582
	Iteration 12Q: 3 clusters Score -535710.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -535763.750000 Penalty: 2706.746582
	Iteration 13Q: 3 clusters Score -535763.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -535826.500000 Penalty: 2706.746582
	Iteration 14Q: 3 clusters Score -535826.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -535880.250000 Penalty: 2706.746582
	Iteration 15Q: 3 clusters Score -535880.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -535936.500000 Penalty: 2706.746582
	Iteration 16Q: 3 clusters Score -535936.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -535994.437500 Penalty: 2706.746582
	Iteration 17Q: 3 clusters Score -535994.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -536051.437500 Penalty: 2706.746582
	Iteration 18Q: 3 clusters Score -536051.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -536088.125000 Penalty: 2706.746582
	Iteration 19Q: 3 clusters Score -536088.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -536120.500000 Penalty: 2706.746582
	Iteration 20F: 3 clusters Score -536120.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -536147.750000 Penalty: 2706.746582
	Iteration 21Q: 3 clusters Score -536147.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -536162.312500 Penalty: 2706.746582
	Iteration 22Q: 3 clusters Score -536162.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -536180.375000 Penalty: 2706.746582
	Iteration 23Q: 3 clusters Score -536180.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -536197.687500 Penalty: 2706.746582
	Iteration 24Q: 3 clusters Score -536197.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -536211.687500 Penalty: 2706.746582
	Iteration 25Q: 3 clusters Score -536211.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -536220.125000 Penalty: 2706.746582
	Iteration 26Q: 3 clusters Score -536220.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -536230.937500 Penalty: 2706.746582
	Iteration 27Q: 3 clusters Score -536230.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -536235.687500 Penalty: 2706.746582
	Iteration 28Q: 3 clusters Score -536235.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -536239.000000 Penalty: 2706.746582
	Iteration 29Q: 3 clusters Score -536239 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -536240.375000 Penalty: 2706.746582
	Iteration 30Q: 3 clusters Score -536240.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -536243.562500 Penalty: 2706.746582
	Iteration 31Q: 3 clusters Score -536243.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -536245.812500 Penalty: 2706.746582
	Iteration 32Q: 3 clusters Score -536245.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -536245.875000 Penalty: 2706.746582
	Iteration 33Q: 3 clusters Score -536245.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -536245.687500 Penalty: 2706.746582
	Iteration 34Q: 3 clusters Score -536245.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -536245.687500 Penalty: 2706.746582
	Iteration 35F: 3 clusters Score -536245.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (17811 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17811 members 
Entering Unmasked Estep 
Score: -2259060.250000 Penalty: 1590.480469
	Iteration 0F: 2 clusters Score -2259060 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8874 members 
Mstep: Class 2 contains 8937 members 
Entering Unmasked Estep 
Score: -2246820.250000 Penalty: 3180.960938
	Iteration 0F: 3 clusters Score -2246820 nChanged 8052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8694 members 
Mstep: Class 2 contains 9117 members 
Entering Unmasked Estep 
Score: -2251432.500000 Penalty: 3180.960938
	Iteration 1F: 3 clusters Score -2251432 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8571 members 
Mstep: Class 2 contains 9240 members 
Entering Unmasked Estep 
Score: -2252035.250000 Penalty: 3180.960938
	Iteration 2F: 3 clusters Score -2252035 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8367 members 
Mstep: Class 2 contains 9444 members 
Entering Unmasked Estep 
Score: -2252628.500000 Penalty: 3180.960938
	Iteration 3F: 3 clusters Score -2252628 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8113 members 
Mstep: Class 2 contains 9698 members 
Entering Unmasked Estep 
Score: -2253232.250000 Penalty: 3180.960938
	Iteration 4F: 3 clusters Score -2253232 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7812 members 
Mstep: Class 2 contains 9999 members 
Entering Unmasked Estep 
Score: -2253889.250000 Penalty: 3180.960938
	Iteration 5F: 3 clusters Score -2253889 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7548 members 
Mstep: Class 2 contains 10263 members 
Entering Unmasked Estep 
Score: -2254554.250000 Penalty: 3180.960938
	Iteration 6F: 3 clusters Score -2254554 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7275 members 
Mstep: Class 2 contains 10536 members 
Entering Unmasked Estep 
Score: -2255184.500000 Penalty: 3180.960938
	Iteration 7F: 3 clusters Score -2255184 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6965 members 
Mstep: Class 2 contains 10846 members 
Entering Unmasked Estep 
Score: -2255749.500000 Penalty: 3180.960938
	Iteration 8Q: 3 clusters Score -2255750 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6668 members 
Mstep: Class 2 contains 11143 members 
Entering Unmasked Estep 
Score: -2256183.000000 Penalty: 3180.960938
	Iteration 9Q: 3 clusters Score -2256183 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6430 members 
Mstep: Class 2 contains 11381 members 
Entering Unmasked Estep 
Score: -2256447.250000 Penalty: 3180.960938
	Iteration 10Q: 3 clusters Score -2256447 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6208 members 
Mstep: Class 2 contains 11603 members 
Entering Unmasked Estep 
Score: -2256610.500000 Penalty: 3180.960938
	Iteration 11Q: 3 clusters Score -2256610 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5997 members 
Mstep: Class 2 contains 11814 members 
Entering Unmasked Estep 
Score: -2256739.750000 Penalty: 3180.960938
	Iteration 12Q: 3 clusters Score -2256740 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5807 members 
Mstep: Class 2 contains 12004 members 
Entering Unmasked Estep 
Score: -2256847.750000 Penalty: 3180.960938
	Iteration 13Q: 3 clusters Score -2256848 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5625 members 
Mstep: Class 2 contains 12186 members 
Entering Unmasked Estep 
Score: -2256939.250000 Penalty: 3180.960938
	Iteration 14Q: 3 clusters Score -2256939 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5471 members 
Mstep: Class 2 contains 12340 members 
Entering Unmasked Estep 
Score: -2257010.000000 Penalty: 3180.960938
	Iteration 15Q: 3 clusters Score -2257010 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 12493 members 
Entering Unmasked Estep 
Score: -2257073.750000 Penalty: 3180.960938
	Iteration 16Q: 3 clusters Score -2257074 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5156 members 
Mstep: Class 2 contains 12655 members 
Entering Unmasked Estep 
Score: -2257140.000000 Penalty: 3180.960938
	Iteration 17Q: 3 clusters Score -2257140 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 12815 members 
Entering Unmasked Estep 
Score: -2257218.000000 Penalty: 3180.960938
	Iteration 18Q: 3 clusters Score -2257218 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 12964 members 
Entering Unmasked Estep 
Score: -2257281.250000 Penalty: 3180.960938
	Iteration 19Q: 3 clusters Score -2257281 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 13098 members 
Entering Unmasked Estep 
Score: -2257335.500000 Penalty: 3180.960938
	Iteration 20F: 3 clusters Score -2257336 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 13216 members 
Entering Unmasked Estep 
Score: -2257395.250000 Penalty: 3180.960938
	Iteration 21Q: 3 clusters Score -2257395 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 13322 members 
Entering Unmasked Estep 
Score: -2257438.500000 Penalty: 3180.960938
	Iteration 22Q: 3 clusters Score -2257438 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 13430 members 
Entering Unmasked Estep 
Score: -2257474.500000 Penalty: 3180.960938
	Iteration 23Q: 3 clusters Score -2257474 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 13525 members 
Entering Unmasked Estep 
Score: -2257510.000000 Penalty: 3180.960938
	Iteration 24Q: 3 clusters Score -2257510 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 13599 members 
Entering Unmasked Estep 
Score: -2257537.500000 Penalty: 3180.960938
	Iteration 25Q: 3 clusters Score -2257538 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 13683 members 
Entering Unmasked Estep 
Score: -2257579.250000 Penalty: 3180.960938
	Iteration 26Q: 3 clusters Score -2257579 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 13741 members 
Entering Unmasked Estep 
Score: -2257595.000000 Penalty: 3180.960938
	Iteration 27Q: 3 clusters Score -2257595 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 13805 members 
Entering Unmasked Estep 
Score: -2257612.000000 Penalty: 3180.960938
	Iteration 28Q: 3 clusters Score -2257612 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 13865 members 
Entering Unmasked Estep 
Score: -2257638.000000 Penalty: 3180.960938
	Iteration 29Q: 3 clusters Score -2257638 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 13923 members 
Entering Unmasked Estep 
Score: -2257652.000000 Penalty: 3180.960938
	Iteration 30Q: 3 clusters Score -2257652 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 13968 members 
Entering Unmasked Estep 
Score: -2257665.250000 Penalty: 3180.960938
	Iteration 31Q: 3 clusters Score -2257665 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 14009 members 
Entering Unmasked Estep 
Score: -2257670.500000 Penalty: 3180.960938
	Iteration 32Q: 3 clusters Score -2257670 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 14044 members 
Entering Unmasked Estep 
Score: -2257677.000000 Penalty: 3180.960938
	Iteration 33Q: 3 clusters Score -2257677 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 14072 members 
Entering Unmasked Estep 
Score: -2257684.000000 Penalty: 3180.960938
	Iteration 34Q: 3 clusters Score -2257684 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 14102 members 
Entering Unmasked Estep 
Score: -2257691.000000 Penalty: 3180.960938
	Iteration 35Q: 3 clusters Score -2257691 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 14127 members 
Entering Unmasked Estep 
Score: -2257688.000000 Penalty: 3180.960938
	Iteration 36Q: 3 clusters Score -2257688 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 14145 members 
Entering Unmasked Estep 
Score: -2257691.000000 Penalty: 3180.960938
	Iteration 37Q: 3 clusters Score -2257691 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 14166 members 
Entering Unmasked Estep 
Score: -2257695.000000 Penalty: 3180.960938
	Iteration 38Q: 3 clusters Score -2257695 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 14193 members 
Entering Unmasked Estep 
Score: -2257699.750000 Penalty: 3180.960938
	Iteration 39Q: 3 clusters Score -2257700 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 14212 members 
Entering Unmasked Estep 
Score: -2257704.500000 Penalty: 3180.960938
	Iteration 40F: 3 clusters Score -2257704 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 14228 members 
Entering Unmasked Estep 
Score: -2257711.000000 Penalty: 3180.960938
	Iteration 41Q: 3 clusters Score -2257711 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 14240 members 
Entering Unmasked Estep 
Score: -2257714.250000 Penalty: 3180.960938
	Iteration 42Q: 3 clusters Score -2257714 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 14253 members 
Entering Unmasked Estep 
Score: -2257713.500000 Penalty: 3180.960938
	Iteration 43Q: 3 clusters Score -2257714 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 14264 members 
Entering Unmasked Estep 
Score: -2257709.500000 Penalty: 3180.960938
	Iteration 44Q: 3 clusters Score -2257710 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 14283 members 
Entering Unmasked Estep 
Score: -2257715.500000 Penalty: 3180.960938
	Iteration 45Q: 3 clusters Score -2257716 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 14301 members 
Entering Unmasked Estep 
Score: -2257714.250000 Penalty: 3180.960938
	Iteration 46Q: 3 clusters Score -2257714 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 14310 members 
Entering Unmasked Estep 
Score: -2257714.750000 Penalty: 3180.960938
	Iteration 47Q: 3 clusters Score -2257715 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 14324 members 
Entering Unmasked Estep 
Score: -2257713.750000 Penalty: 3180.960938
	Iteration 48Q: 3 clusters Score -2257714 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 14335 members 
Entering Unmasked Estep 
Score: -2257716.500000 Penalty: 3180.960938
	Iteration 49Q: 3 clusters Score -2257716 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 14348 members 
Entering Unmasked Estep 
Score: -2257716.000000 Penalty: 3180.960938
	Iteration 50Q: 3 clusters Score -2257716 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 14363 members 
Entering Unmasked Estep 
Score: -2257718.750000 Penalty: 3180.960938
	Iteration 51Q: 3 clusters Score -2257719 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 14375 members 
Entering Unmasked Estep 
Score: -2257720.500000 Penalty: 3180.960938
	Iteration 52Q: 3 clusters Score -2257720 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 14390 members 
Entering Unmasked Estep 
Score: -2257722.250000 Penalty: 3180.960938
	Iteration 53Q: 3 clusters Score -2257722 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 14404 members 
Entering Unmasked Estep 
Score: -2257725.500000 Penalty: 3180.960938
	Iteration 54Q: 3 clusters Score -2257726 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 14417 members 
Entering Unmasked Estep 
Score: -2257726.250000 Penalty: 3180.960938
	Iteration 55Q: 3 clusters Score -2257726 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 14426 members 
Entering Unmasked Estep 
Score: -2257726.000000 Penalty: 3180.960938
	Iteration 56Q: 3 clusters Score -2257726 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 14437 members 
Entering Unmasked Estep 
Score: -2257727.750000 Penalty: 3180.960938
	Iteration 57Q: 3 clusters Score -2257728 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 14451 members 
Entering Unmasked Estep 
Score: -2257727.750000 Penalty: 3180.960938
	Iteration 58Q: 3 clusters Score -2257728 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 14461 members 
Entering Unmasked Estep 
Score: -2257730.000000 Penalty: 3180.960938
	Iteration 59Q: 3 clusters Score -2257730 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 14472 members 
Entering Unmasked Estep 
Score: -2257734.000000 Penalty: 3180.960938
	Iteration 60F: 3 clusters Score -2257734 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 14482 members 
Entering Unmasked Estep 
Score: -2257735.250000 Penalty: 3180.960938
	Iteration 61Q: 3 clusters Score -2257735 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 14490 members 
Entering Unmasked Estep 
Score: -2257735.500000 Penalty: 3180.960938
	Iteration 62Q: 3 clusters Score -2257736 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 14498 members 
Entering Unmasked Estep 
Score: -2257738.750000 Penalty: 3180.960938
	Iteration 63Q: 3 clusters Score -2257739 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 14508 members 
Entering Unmasked Estep 
Score: -2257739.500000 Penalty: 3180.960938
	Iteration 64Q: 3 clusters Score -2257740 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 14521 members 
Entering Unmasked Estep 
Score: -2257745.000000 Penalty: 3180.960938
	Iteration 65Q: 3 clusters Score -2257745 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 14539 members 
Entering Unmasked Estep 
Score: -2257748.000000 Penalty: 3180.960938
	Iteration 66Q: 3 clusters Score -2257748 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 14545 members 
Entering Unmasked Estep 
Score: -2257746.250000 Penalty: 3180.960938
	Iteration 67Q: 3 clusters Score -2257746 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 14554 members 
Entering Unmasked Estep 
Score: -2257748.500000 Penalty: 3180.960938
	Iteration 68Q: 3 clusters Score -2257748 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 14566 members 
Entering Unmasked Estep 
Score: -2257749.250000 Penalty: 3180.960938
	Iteration 69Q: 3 clusters Score -2257749 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 14580 members 
Entering Unmasked Estep 
Score: -2257749.000000 Penalty: 3180.960938
	Iteration 70Q: 3 clusters Score -2257749 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 14595 members 
Entering Unmasked Estep 
Score: -2257749.000000 Penalty: 3180.960938
	Iteration 71Q: 3 clusters Score -2257749 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 14612 members 
Entering Unmasked Estep 
Score: -2257756.500000 Penalty: 3180.960938
	Iteration 72Q: 3 clusters Score -2257756 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 14629 members 
Entering Unmasked Estep 
Score: -2257754.500000 Penalty: 3180.960938
	Iteration 73Q: 3 clusters Score -2257754 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 14641 members 
Entering Unmasked Estep 
Score: -2257758.500000 Penalty: 3180.960938
	Iteration 74Q: 3 clusters Score -2257758 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 14652 members 
Entering Unmasked Estep 
Score: -2257757.750000 Penalty: 3180.960938
	Iteration 75Q: 3 clusters Score -2257758 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 14660 members 
Entering Unmasked Estep 
Score: -2257762.500000 Penalty: 3180.960938
	Iteration 76Q: 3 clusters Score -2257762 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 14668 members 
Entering Unmasked Estep 
Score: -2257763.750000 Penalty: 3180.960938
	Iteration 77Q: 3 clusters Score -2257764 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 14673 members 
Entering Unmasked Estep 
Score: -2257766.250000 Penalty: 3180.960938
	Iteration 78Q: 3 clusters Score -2257766 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 14674 members 
Entering Unmasked Estep 
Score: -2257765.500000 Penalty: 3180.960938
	Iteration 79Q: 3 clusters Score -2257766 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 14675 members 
Entering Unmasked Estep 
Score: -2257764.000000 Penalty: 3180.960938
	Iteration 80F: 3 clusters Score -2257764 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 14676 members 
Entering Unmasked Estep 
Score: -2257765.000000 Penalty: 3180.960938
	Iteration 81Q: 3 clusters Score -2257765 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 14676 members 
Entering Unmasked Estep 
Score: -2257765.000000 Penalty: 3180.960938
	Iteration 82F: 3 clusters Score -2257765 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (4813 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Entering Unmasked Estep 
Score: -606331.125000 Penalty: 1377.849731
	Iteration 0F: 2 clusters Score -606331.1 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 2371 members 
Entering Unmasked Estep 
Score: -602497.937500 Penalty: 2755.699463
	Iteration 0F: 3 clusters Score -602497.9 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -603520.937500 Penalty: 2755.699463
	Iteration 1F: 3 clusters Score -603520.9 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -603736.187500 Penalty: 2755.699463
	Iteration 2F: 3 clusters Score -603736.2 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -603890.062500 Penalty: 2755.699463
	Iteration 3F: 3 clusters Score -603890.1 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -604028.937500 Penalty: 2755.699463
	Iteration 4Q: 3 clusters Score -604028.9 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -604159.187500 Penalty: 2755.699463
	Iteration 5Q: 3 clusters Score -604159.2 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -604305.062500 Penalty: 2755.699463
	Iteration 6Q: 3 clusters Score -604305.1 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -604459.875000 Penalty: 2755.699463
	Iteration 7Q: 3 clusters Score -604459.9 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -604618.062500 Penalty: 2755.699463
	Iteration 8Q: 3 clusters Score -604618.1 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -604788.500000 Penalty: 2755.699463
	Iteration 9Q: 3 clusters Score -604788.5 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -604962.000000 Penalty: 2755.699463
	Iteration 10Q: 3 clusters Score -604962 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -605123.500000 Penalty: 2755.699463
	Iteration 11Q: 3 clusters Score -605123.5 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -605253.375000 Penalty: 2755.699463
	Iteration 12Q: 3 clusters Score -605253.4 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -605337.437500 Penalty: 2755.699463
	Iteration 13Q: 3 clusters Score -605337.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -605389.625000 Penalty: 2755.699463
	Iteration 14Q: 3 clusters Score -605389.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -605418.812500 Penalty: 2755.699463
	Iteration 15Q: 3 clusters Score -605418.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -605434.812500 Penalty: 2755.699463
	Iteration 16Q: 3 clusters Score -605434.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -605445.937500 Penalty: 2755.699463
	Iteration 17Q: 3 clusters Score -605445.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -605451.187500 Penalty: 2755.699463
	Iteration 18Q: 3 clusters Score -605451.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -605455.187500 Penalty: 2755.699463
	Iteration 19Q: 3 clusters Score -605455.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -605462.125000 Penalty: 2755.699463
	Iteration 20F: 3 clusters Score -605462.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -605465.500000 Penalty: 2755.699463
	Iteration 21Q: 3 clusters Score -605465.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -605468.125000 Penalty: 2755.699463
	Iteration 22Q: 3 clusters Score -605468.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -605470.000000 Penalty: 2755.699463
	Iteration 23Q: 3 clusters Score -605470 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -605473.937500 Penalty: 2755.699463
	Iteration 24Q: 3 clusters Score -605473.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -605480.187500 Penalty: 2755.699463
	Iteration 25Q: 3 clusters Score -605480.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -605484.750000 Penalty: 2755.699463
	Iteration 26Q: 3 clusters Score -605484.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -605490.937500 Penalty: 2755.699463
	Iteration 27Q: 3 clusters Score -605490.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -605502.625000 Penalty: 2755.699463
	Iteration 28Q: 3 clusters Score -605502.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -605514.125000 Penalty: 2755.699463
	Iteration 29Q: 3 clusters Score -605514.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -605521.562500 Penalty: 2755.699463
	Iteration 30Q: 3 clusters Score -605521.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -605530.187500 Penalty: 2755.699463
	Iteration 31Q: 3 clusters Score -605530.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -605540.375000 Penalty: 2755.699463
	Iteration 32Q: 3 clusters Score -605540.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -605548.812500 Penalty: 2755.699463
	Iteration 33Q: 3 clusters Score -605548.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -605560.875000 Penalty: 2755.699463
	Iteration 34Q: 3 clusters Score -605560.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -605569.437500 Penalty: 2755.699463
	Iteration 35Q: 3 clusters Score -605569.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -605582.437500 Penalty: 2755.699463
	Iteration 36Q: 3 clusters Score -605582.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -605603.625000 Penalty: 2755.699463
	Iteration 37Q: 3 clusters Score -605603.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -605631.500000 Penalty: 2755.699463
	Iteration 38Q: 3 clusters Score -605631.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -605662.875000 Penalty: 2755.699463
	Iteration 39Q: 3 clusters Score -605662.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -605692.437500 Penalty: 2755.699463
	Iteration 40F: 3 clusters Score -605692.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -605735.875000 Penalty: 2755.699463
	Iteration 41Q: 3 clusters Score -605735.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -605795.937500 Penalty: 2755.699463
	Iteration 42Q: 3 clusters Score -605795.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -605882.625000 Penalty: 2755.699463
	Iteration 43Q: 3 clusters Score -605882.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -605985.250000 Penalty: 2755.699463
	Iteration 44Q: 3 clusters Score -605985.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -606072.562500 Penalty: 2755.699463
	Iteration 45Q: 3 clusters Score -606072.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -606133.187500 Penalty: 2755.699463
	Iteration 46Q: 3 clusters Score -606133.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -606155.312500 Penalty: 2755.699463
	Iteration 47Q: 3 clusters Score -606155.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -606163.250000 Penalty: 2755.699463
	Iteration 48Q: 3 clusters Score -606163.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -606166.625000 Penalty: 2755.699463
	Iteration 49Q: 3 clusters Score -606166.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -606169.437500 Penalty: 2755.699463
	Iteration 50Q: 3 clusters Score -606169.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -606169.937500 Penalty: 2755.699463
	Iteration 51Q: 3 clusters Score -606169.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -606170.937500 Penalty: 2755.699463
	Iteration 52Q: 3 clusters Score -606170.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -606171.687500 Penalty: 2755.699463
	Iteration 53Q: 3 clusters Score -606171.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -606170.062500 Penalty: 2755.699463
	Iteration 54Q: 3 clusters Score -606170.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -606170.250000 Penalty: 2755.699463
	Iteration 55Q: 3 clusters Score -606170.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -606170.250000 Penalty: 2755.699463
	Iteration 56F: 3 clusters Score -606170.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (4061 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Entering Unmasked Estep 
Score: -470191.500000 Penalty: 1350.242432
	Iteration 0F: 2 clusters Score -470191.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -466777.125000 Penalty: 2700.484863
	Iteration 0F: 3 clusters Score -466777.1 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -467799.875000 Penalty: 2700.484863
	Iteration 1F: 3 clusters Score -467799.9 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -468099.937500 Penalty: 2700.484863
	Iteration 2F: 3 clusters Score -468099.9 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -468323.750000 Penalty: 2700.484863
	Iteration 3F: 3 clusters Score -468323.8 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -468512.500000 Penalty: 2700.484863
	Iteration 4F: 3 clusters Score -468512.5 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -468639.156250 Penalty: 2700.484863
	Iteration 5Q: 3 clusters Score -468639.2 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -468732.343750 Penalty: 2700.484863
	Iteration 6Q: 3 clusters Score -468732.3 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -468814.906250 Penalty: 2700.484863
	Iteration 7Q: 3 clusters Score -468814.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -468891.250000 Penalty: 2700.484863
	Iteration 8Q: 3 clusters Score -468891.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -468966.406250 Penalty: 2700.484863
	Iteration 9Q: 3 clusters Score -468966.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -469035.906250 Penalty: 2700.484863
	Iteration 10Q: 3 clusters Score -469035.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -469101.875000 Penalty: 2700.484863
	Iteration 11Q: 3 clusters Score -469101.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -469142.937500 Penalty: 2700.484863
	Iteration 12Q: 3 clusters Score -469142.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -469170.625000 Penalty: 2700.484863
	Iteration 13Q: 3 clusters Score -469170.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -469192.343750 Penalty: 2700.484863
	Iteration 14Q: 3 clusters Score -469192.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -469216.343750 Penalty: 2700.484863
	Iteration 15Q: 3 clusters Score -469216.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -469240.093750 Penalty: 2700.484863
	Iteration 16Q: 3 clusters Score -469240.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -469260.031250 Penalty: 2700.484863
	Iteration 17Q: 3 clusters Score -469260 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -469273.906250 Penalty: 2700.484863
	Iteration 18Q: 3 clusters Score -469273.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -469284.281250 Penalty: 2700.484863
	Iteration 19Q: 3 clusters Score -469284.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -469298.812500 Penalty: 2700.484863
	Iteration 20F: 3 clusters Score -469298.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -469310.000000 Penalty: 2700.484863
	Iteration 21Q: 3 clusters Score -469310 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -469325.312500 Penalty: 2700.484863
	Iteration 22Q: 3 clusters Score -469325.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -469338.562500 Penalty: 2700.484863
	Iteration 23Q: 3 clusters Score -469338.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -469355.312500 Penalty: 2700.484863
	Iteration 24Q: 3 clusters Score -469355.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -469369.718750 Penalty: 2700.484863
	Iteration 25Q: 3 clusters Score -469369.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -469379.343750 Penalty: 2700.484863
	Iteration 26Q: 3 clusters Score -469379.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -469385.875000 Penalty: 2700.484863
	Iteration 27Q: 3 clusters Score -469385.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -469390.812500 Penalty: 2700.484863
	Iteration 28Q: 3 clusters Score -469390.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -469394.625000 Penalty: 2700.484863
	Iteration 29Q: 3 clusters Score -469394.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -469398.875000 Penalty: 2700.484863
	Iteration 30Q: 3 clusters Score -469398.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -469405.687500 Penalty: 2700.484863
	Iteration 31Q: 3 clusters Score -469405.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -469415.562500 Penalty: 2700.484863
	Iteration 32Q: 3 clusters Score -469415.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -469426.000000 Penalty: 2700.484863
	Iteration 33Q: 3 clusters Score -469426 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -469436.093750 Penalty: 2700.484863
	Iteration 34Q: 3 clusters Score -469436.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -469443.031250 Penalty: 2700.484863
	Iteration 35Q: 3 clusters Score -469443 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -469455.281250 Penalty: 2700.484863
	Iteration 36Q: 3 clusters Score -469455.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -469464.781250 Penalty: 2700.484863
	Iteration 37Q: 3 clusters Score -469464.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -469471.750000 Penalty: 2700.484863
	Iteration 38Q: 3 clusters Score -469471.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -469475.156250 Penalty: 2700.484863
	Iteration 39Q: 3 clusters Score -469475.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -469479.312500 Penalty: 2700.484863
	Iteration 40F: 3 clusters Score -469479.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -469481.968750 Penalty: 2700.484863
	Iteration 41Q: 3 clusters Score -469482 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -469482.875000 Penalty: 2700.484863
	Iteration 42Q: 3 clusters Score -469482.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -469486.281250 Penalty: 2700.484863
	Iteration 43Q: 3 clusters Score -469486.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -469487.656250 Penalty: 2700.484863
	Iteration 44Q: 3 clusters Score -469487.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -469488.531250 Penalty: 2700.484863
	Iteration 45Q: 3 clusters Score -469488.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -469491.843750 Penalty: 2700.484863
	Iteration 46Q: 3 clusters Score -469491.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -469493.093750 Penalty: 2700.484863
	Iteration 47Q: 3 clusters Score -469493.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -469493.187500 Penalty: 2700.484863
	Iteration 48Q: 3 clusters Score -469493.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -469493.875000 Penalty: 2700.484863
	Iteration 49Q: 3 clusters Score -469493.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -469495.625000 Penalty: 2700.484863
	Iteration 50Q: 3 clusters Score -469495.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -469496.187500 Penalty: 2700.484863
	Iteration 51Q: 3 clusters Score -469496.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -469495.968750 Penalty: 2700.484863
	Iteration 52Q: 3 clusters Score -469496 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -469497.625000 Penalty: 2700.484863
	Iteration 53Q: 3 clusters Score -469497.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -469498.093750 Penalty: 2700.484863
	Iteration 54Q: 3 clusters Score -469498.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -469499.156250 Penalty: 2700.484863
	Iteration 55Q: 3 clusters Score -469499.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -469499.093750 Penalty: 2700.484863
	Iteration 56Q: 3 clusters Score -469499.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -469500.250000 Penalty: 2700.484863
	Iteration 57Q: 3 clusters Score -469500.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -469500.000000 Penalty: 2700.484863
	Iteration 58Q: 3 clusters Score -469500 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -469499.968750 Penalty: 2700.484863
	Iteration 59Q: 3 clusters Score -469500 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -469499.968750 Penalty: 2700.484863
	Iteration 60F: 3 clusters Score -469500 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (2333 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Entering Unmasked Estep 
Score: -282456.812500 Penalty: 1260.172974
	Iteration 0F: 2 clusters Score -282456.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -280150.250000 Penalty: 2520.345947
	Iteration 0F: 3 clusters Score -280150.2 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -280724.187500 Penalty: 2520.345947
	Iteration 1F: 3 clusters Score -280724.2 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -280909.125000 Penalty: 2520.345947
	Iteration 2F: 3 clusters Score -280909.1 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -281044.843750 Penalty: 2520.345947
	Iteration 3F: 3 clusters Score -281044.8 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -281209.156250 Penalty: 2520.345947
	Iteration 4F: 3 clusters Score -281209.2 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -281400.843750 Penalty: 2520.345947
	Iteration 5F: 3 clusters Score -281400.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -281554.031250 Penalty: 2520.345947
	Iteration 6F: 3 clusters Score -281554 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -281652.937500 Penalty: 2520.345947
	Iteration 7Q: 3 clusters Score -281652.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -281700.906250 Penalty: 2520.345947
	Iteration 8Q: 3 clusters Score -281700.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -281752.531250 Penalty: 2520.345947
	Iteration 9Q: 3 clusters Score -281752.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -281787.156250 Penalty: 2520.345947
	Iteration 10Q: 3 clusters Score -281787.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -281815.687500 Penalty: 2520.345947
	Iteration 11Q: 3 clusters Score -281815.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -281832.625000 Penalty: 2520.345947
	Iteration 12Q: 3 clusters Score -281832.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -281850.593750 Penalty: 2520.345947
	Iteration 13Q: 3 clusters Score -281850.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -281865.812500 Penalty: 2520.345947
	Iteration 14Q: 3 clusters Score -281865.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -281875.593750 Penalty: 2520.345947
	Iteration 15Q: 3 clusters Score -281875.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -281882.812500 Penalty: 2520.345947
	Iteration 16Q: 3 clusters Score -281882.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -281884.437500 Penalty: 2520.345947
	Iteration 17Q: 3 clusters Score -281884.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -281886.156250 Penalty: 2520.345947
	Iteration 18Q: 3 clusters Score -281886.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -281886.156250 Penalty: 2520.345947
	Iteration 19F: 3 clusters Score -281886.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (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: -654046.750000 Penalty: 1392.034180
	Iteration 0F: 2 clusters Score -654046.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -649925.375000 Penalty: 2784.068359
	Iteration 0F: 3 clusters Score -649925.4 nChanged 2127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -651221.500000 Penalty: 2784.068359
	Iteration 1F: 3 clusters Score -651221.5 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -651591.187500 Penalty: 2784.068359
	Iteration 2F: 3 clusters Score -651591.2 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -651911.375000 Penalty: 2784.068359
	Iteration 3F: 3 clusters Score -651911.4 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -652155.812500 Penalty: 2784.068359
	Iteration 4F: 3 clusters Score -652155.8 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -652375.562500 Penalty: 2784.068359
	Iteration 5F: 3 clusters Score -652375.6 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -652548.625000 Penalty: 2784.068359
	Iteration 6Q: 3 clusters Score -652548.6 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -652658.687500 Penalty: 2784.068359
	Iteration 7Q: 3 clusters Score -652658.7 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -652725.812500 Penalty: 2784.068359
	Iteration 8Q: 3 clusters Score -652725.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -652777.750000 Penalty: 2784.068359
	Iteration 9Q: 3 clusters Score -652777.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -652826.187500 Penalty: 2784.068359
	Iteration 10Q: 3 clusters Score -652826.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -652859.187500 Penalty: 2784.068359
	Iteration 11Q: 3 clusters Score -652859.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -652883.687500 Penalty: 2784.068359
	Iteration 12Q: 3 clusters Score -652883.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -652896.687500 Penalty: 2784.068359
	Iteration 13Q: 3 clusters Score -652896.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -652904.750000 Penalty: 2784.068359
	Iteration 14Q: 3 clusters Score -652904.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -652913.875000 Penalty: 2784.068359
	Iteration 15Q: 3 clusters Score -652913.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -652921.125000 Penalty: 2784.068359
	Iteration 16Q: 3 clusters Score -652921.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -652923.562500 Penalty: 2784.068359
	Iteration 17Q: 3 clusters Score -652923.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -652925.312500 Penalty: 2784.068359
	Iteration 18Q: 3 clusters Score -652925.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -652926.312500 Penalty: 2784.068359
	Iteration 19Q: 3 clusters Score -652926.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -652928.625000 Penalty: 2784.068359
	Iteration 20F: 3 clusters Score -652928.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -652929.000000 Penalty: 2784.068359
	Iteration 21Q: 3 clusters Score -652929 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -652929.000000 Penalty: 2784.068359
	Iteration 22F: 3 clusters Score -652929 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (3555 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Entering Unmasked Estep 
Score: -437861.500000 Penalty: 1328.617920
	Iteration 0F: 2 clusters Score -437861.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -434803.656250 Penalty: 2657.235840
	Iteration 0F: 3 clusters Score -434803.7 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -435539.000000 Penalty: 2657.235840
	Iteration 1F: 3 clusters Score -435539 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -435725.718750 Penalty: 2657.235840
	Iteration 2F: 3 clusters Score -435725.7 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -435894.093750 Penalty: 2657.235840
	Iteration 3F: 3 clusters Score -435894.1 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -436056.531250 Penalty: 2657.235840
	Iteration 4F: 3 clusters Score -436056.5 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -436261.468750 Penalty: 2657.235840
	Iteration 5F: 3 clusters Score -436261.5 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -436451.343750 Penalty: 2657.235840
	Iteration 6F: 3 clusters Score -436451.3 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -436612.593750 Penalty: 2657.235840
	Iteration 7F: 3 clusters Score -436612.6 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -436758.750000 Penalty: 2657.235840
	Iteration 8Q: 3 clusters Score -436758.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -436882.656250 Penalty: 2657.235840
	Iteration 9Q: 3 clusters Score -436882.7 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -436956.406250 Penalty: 2657.235840
	Iteration 10Q: 3 clusters Score -436956.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -436999.187500 Penalty: 2657.235840
	Iteration 11Q: 3 clusters Score -436999.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -437025.187500 Penalty: 2657.235840
	Iteration 12Q: 3 clusters Score -437025.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -437040.031250 Penalty: 2657.235840
	Iteration 13Q: 3 clusters Score -437040 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -437048.031250 Penalty: 2657.235840
	Iteration 14Q: 3 clusters Score -437048 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -437053.437500 Penalty: 2657.235840
	Iteration 15Q: 3 clusters Score -437053.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -437059.656250 Penalty: 2657.235840
	Iteration 16Q: 3 clusters Score -437059.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -437071.406250 Penalty: 2657.235840
	Iteration 17Q: 3 clusters Score -437071.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -437075.812500 Penalty: 2657.235840
	Iteration 18Q: 3 clusters Score -437075.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -437079.406250 Penalty: 2657.235840
	Iteration 19Q: 3 clusters Score -437079.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -437081.093750 Penalty: 2657.235840
	Iteration 20F: 3 clusters Score -437081.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -437082.000000 Penalty: 2657.235840
	Iteration 21Q: 3 clusters Score -437082 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -437083.718750 Penalty: 2657.235840
	Iteration 22Q: 3 clusters Score -437083.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -437084.718750 Penalty: 2657.235840
	Iteration 23Q: 3 clusters Score -437084.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -437085.843750 Penalty: 2657.235840
	Iteration 24Q: 3 clusters Score -437085.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -437087.812500 Penalty: 2657.235840
	Iteration 25Q: 3 clusters Score -437087.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -437089.656250 Penalty: 2657.235840
	Iteration 26Q: 3 clusters Score -437089.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -437090.593750 Penalty: 2657.235840
	Iteration 27Q: 3 clusters Score -437090.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -437092.343750 Penalty: 2657.235840
	Iteration 28Q: 3 clusters Score -437092.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -437092.593750 Penalty: 2657.235840
	Iteration 29Q: 3 clusters Score -437092.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -437094.093750 Penalty: 2657.235840
	Iteration 30Q: 3 clusters Score -437094.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -437094.156250 Penalty: 2657.235840
	Iteration 31Q: 3 clusters Score -437094.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -437095.437500 Penalty: 2657.235840
	Iteration 32Q: 3 clusters Score -437095.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -437095.468750 Penalty: 2657.235840
	Iteration 33Q: 3 clusters Score -437095.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -437097.062500 Penalty: 2657.235840
	Iteration 34Q: 3 clusters Score -437097.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -437100.000000 Penalty: 2657.235840
	Iteration 35Q: 3 clusters Score -437100 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -437099.093750 Penalty: 2657.235840
	Iteration 36Q: 3 clusters Score -437099.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -437099.093750 Penalty: 2657.235840
	Iteration 37F: 3 clusters Score -437099.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (2766 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Entering Unmasked Estep 
Score: -330660.000000 Penalty: 1287.838135
	Iteration 0F: 2 clusters Score -330660 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -328120.062500 Penalty: 2575.676270
	Iteration 0F: 3 clusters Score -328120.1 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -328819.687500 Penalty: 2575.676270
	Iteration 1F: 3 clusters Score -328819.7 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -329046.437500 Penalty: 2575.676270
	Iteration 2F: 3 clusters Score -329046.4 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -329216.687500 Penalty: 2575.676270
	Iteration 3F: 3 clusters Score -329216.7 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -329345.687500 Penalty: 2575.676270
	Iteration 4F: 3 clusters Score -329345.7 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -329442.218750 Penalty: 2575.676270
	Iteration 5Q: 3 clusters Score -329442.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -329516.218750 Penalty: 2575.676270
	Iteration 6Q: 3 clusters Score -329516.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -329552.375000 Penalty: 2575.676270
	Iteration 7Q: 3 clusters Score -329552.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -329580.125000 Penalty: 2575.676270
	Iteration 8Q: 3 clusters Score -329580.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -329600.562500 Penalty: 2575.676270
	Iteration 9Q: 3 clusters Score -329600.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -329619.093750 Penalty: 2575.676270
	Iteration 10Q: 3 clusters Score -329619.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -329635.968750 Penalty: 2575.676270
	Iteration 11Q: 3 clusters Score -329636 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -329649.250000 Penalty: 2575.676270
	Iteration 12Q: 3 clusters Score -329649.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -329661.593750 Penalty: 2575.676270
	Iteration 13Q: 3 clusters Score -329661.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -329667.156250 Penalty: 2575.676270
	Iteration 14Q: 3 clusters Score -329667.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -329671.375000 Penalty: 2575.676270
	Iteration 15Q: 3 clusters Score -329671.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -329676.156250 Penalty: 2575.676270
	Iteration 16Q: 3 clusters Score -329676.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -329680.812500 Penalty: 2575.676270
	Iteration 17Q: 3 clusters Score -329680.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -329683.812500 Penalty: 2575.676270
	Iteration 18Q: 3 clusters Score -329683.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -329685.531250 Penalty: 2575.676270
	Iteration 19Q: 3 clusters Score -329685.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -329687.781250 Penalty: 2575.676270
	Iteration 20F: 3 clusters Score -329687.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -329690.625000 Penalty: 2575.676270
	Iteration 21Q: 3 clusters Score -329690.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -329694.125000 Penalty: 2575.676270
	Iteration 22Q: 3 clusters Score -329694.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -329696.750000 Penalty: 2575.676270
	Iteration 23Q: 3 clusters Score -329696.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -329697.031250 Penalty: 2575.676270
	Iteration 24Q: 3 clusters Score -329697 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -329697.812500 Penalty: 2575.676270
	Iteration 25Q: 3 clusters Score -329697.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -329698.093750 Penalty: 2575.676270
	Iteration 26Q: 3 clusters Score -329698.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -329699.843750 Penalty: 2575.676270
	Iteration 27Q: 3 clusters Score -329699.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -329700.437500 Penalty: 2575.676270
	Iteration 28Q: 3 clusters Score -329700.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -329701.031250 Penalty: 2575.676270
	Iteration 29Q: 3 clusters Score -329701 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -329701.031250 Penalty: 2575.676270
	Iteration 30F: 3 clusters Score -329701 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (2085 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Entering Unmasked Estep 
Score: -249245.218750 Penalty: 1241.910156
	Iteration 0F: 2 clusters Score -249245.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -247088.937500 Penalty: 2483.820312
	Iteration 0F: 3 clusters Score -247088.9 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -247556.593750 Penalty: 2483.820312
	Iteration 1F: 3 clusters Score -247556.6 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -247678.406250 Penalty: 2483.820312
	Iteration 2F: 3 clusters Score -247678.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -247750.734375 Penalty: 2483.820312
	Iteration 3Q: 3 clusters Score -247750.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -247797.578125 Penalty: 2483.820312
	Iteration 4Q: 3 clusters Score -247797.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -247845.046875 Penalty: 2483.820312
	Iteration 5Q: 3 clusters Score -247845 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -247890.984375 Penalty: 2483.820312
	Iteration 6Q: 3 clusters Score -247891 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -247948.031250 Penalty: 2483.820312
	Iteration 7Q: 3 clusters Score -247948 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -248008.046875 Penalty: 2483.820312
	Iteration 8Q: 3 clusters Score -248008 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -248069.656250 Penalty: 2483.820312
	Iteration 9Q: 3 clusters Score -248069.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -248132.406250 Penalty: 2483.820312
	Iteration 10Q: 3 clusters Score -248132.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -248178.562500 Penalty: 2483.820312
	Iteration 11Q: 3 clusters Score -248178.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -248204.640625 Penalty: 2483.820312
	Iteration 12Q: 3 clusters Score -248204.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -248233.031250 Penalty: 2483.820312
	Iteration 13Q: 3 clusters Score -248233 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -248265.109375 Penalty: 2483.820312
	Iteration 14Q: 3 clusters Score -248265.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -248292.875000 Penalty: 2483.820312
	Iteration 15Q: 3 clusters Score -248292.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -248317.890625 Penalty: 2483.820312
	Iteration 16Q: 3 clusters Score -248317.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -248346.750000 Penalty: 2483.820312
	Iteration 17Q: 3 clusters Score -248346.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -248372.171875 Penalty: 2483.820312
	Iteration 18Q: 3 clusters Score -248372.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -248386.468750 Penalty: 2483.820312
	Iteration 19Q: 3 clusters Score -248386.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -248394.078125 Penalty: 2483.820312
	Iteration 20F: 3 clusters Score -248394.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -248399.453125 Penalty: 2483.820312
	Iteration 21Q: 3 clusters Score -248399.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -248409.859375 Penalty: 2483.820312
	Iteration 22Q: 3 clusters Score -248409.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -248423.890625 Penalty: 2483.820312
	Iteration 23Q: 3 clusters Score -248423.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -248433.968750 Penalty: 2483.820312
	Iteration 24Q: 3 clusters Score -248434 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -248441.281250 Penalty: 2483.820312
	Iteration 25Q: 3 clusters Score -248441.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -248443.437500 Penalty: 2483.820312
	Iteration 26Q: 3 clusters Score -248443.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -248448.781250 Penalty: 2483.820312
	Iteration 27Q: 3 clusters Score -248448.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -248452.796875 Penalty: 2483.820312
	Iteration 28Q: 3 clusters Score -248452.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -248453.250000 Penalty: 2483.820312
	Iteration 29Q: 3 clusters Score -248453.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -248453.250000 Penalty: 2483.820312
	Iteration 30F: 3 clusters Score -248453.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (1041 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Entering Unmasked Estep 
Score: -123646.367188 Penalty: 1129.039795
	Iteration 0F: 2 clusters Score -123646.4 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 542 members 
Entering Unmasked Estep 
Score: -122220.804688 Penalty: 2258.079590
	Iteration 0F: 3 clusters Score -122220.8 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -122682.765625 Penalty: 2258.079590
	Iteration 1F: 3 clusters Score -122682.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -122940.625000 Penalty: 2258.079590
	Iteration 2F: 3 clusters Score -122940.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -123116.968750 Penalty: 2258.079590
	Iteration 3F: 3 clusters Score -123117 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -123181.171875 Penalty: 2258.079590
	Iteration 4Q: 3 clusters Score -123181.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -123218.429688 Penalty: 2258.079590
	Iteration 5Q: 3 clusters Score -123218.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -123244.835938 Penalty: 2258.079590
	Iteration 6Q: 3 clusters Score -123244.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -123266.109375 Penalty: 2258.079590
	Iteration 7Q: 3 clusters Score -123266.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -123285.507812 Penalty: 2258.079590
	Iteration 8Q: 3 clusters Score -123285.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -123301.671875 Penalty: 2258.079590
	Iteration 9Q: 3 clusters Score -123301.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -123317.484375 Penalty: 2258.079590
	Iteration 10Q: 3 clusters Score -123317.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -123328.710938 Penalty: 2258.079590
	Iteration 11Q: 3 clusters Score -123328.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -123333.609375 Penalty: 2258.079590
	Iteration 12Q: 3 clusters Score -123333.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -123338.687500 Penalty: 2258.079590
	Iteration 13Q: 3 clusters Score -123338.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -123342.695312 Penalty: 2258.079590
	Iteration 14Q: 3 clusters Score -123342.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -123342.695312 Penalty: 2258.079590
	Iteration 15F: 3 clusters Score -123342.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (22194 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22194 members 
Entering Unmasked Estep 
Score: -2828475.750000 Penalty: 1626.231201
	Iteration 0F: 2 clusters Score -2828476 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11104 members 
Mstep: Class 2 contains 11090 members 
Entering Unmasked Estep 
Score: -2813290.500000 Penalty: 3252.462402
	Iteration 0F: 3 clusters Score -2813290 nChanged 10206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11138 members 
Mstep: Class 2 contains 11056 members 
Entering Unmasked Estep 
Score: -2818934.000000 Penalty: 3252.462402
	Iteration 1F: 3 clusters Score -2818934 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11238 members 
Mstep: Class 2 contains 10956 members 
Entering Unmasked Estep 
Score: -2819325.250000 Penalty: 3252.462402
	Iteration 2Q: 3 clusters Score -2819325 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11433 members 
Mstep: Class 2 contains 10761 members 
Entering Unmasked Estep 
Score: -2819747.500000 Penalty: 3252.462402
	Iteration 3Q: 3 clusters Score -2819748 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11757 members 
Mstep: Class 2 contains 10437 members 
Entering Unmasked Estep 
Score: -2820265.500000 Penalty: 3252.462402
	Iteration 4F: 3 clusters Score -2820266 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12231 members 
Mstep: Class 2 contains 9963 members 
Entering Unmasked Estep 
Score: -2820920.000000 Penalty: 3252.462402
	Iteration 5F: 3 clusters Score -2820920 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12858 members 
Mstep: Class 2 contains 9336 members 
Entering Unmasked Estep 
Score: -2821662.000000 Penalty: 3252.462402
	Iteration 6F: 3 clusters Score -2821662 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13662 members 
Mstep: Class 2 contains 8532 members 
Entering Unmasked Estep 
Score: -2822452.000000 Penalty: 3252.462402
	Iteration 7F: 3 clusters Score -2822452 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14466 members 
Mstep: Class 2 contains 7728 members 
Entering Unmasked Estep 
Score: -2823161.750000 Penalty: 3252.462402
	Iteration 8F: 3 clusters Score -2823162 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15251 members 
Mstep: Class 2 contains 6943 members 
Entering Unmasked Estep 
Score: -2823787.750000 Penalty: 3252.462402
	Iteration 9F: 3 clusters Score -2823788 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15970 members 
Mstep: Class 2 contains 6224 members 
Entering Unmasked Estep 
Score: -2824342.000000 Penalty: 3252.462402
	Iteration 10Q: 3 clusters Score -2824342 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16611 members 
Mstep: Class 2 contains 5583 members 
Entering Unmasked Estep 
Score: -2824901.000000 Penalty: 3252.462402
	Iteration 11Q: 3 clusters Score -2824901 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17190 members 
Mstep: Class 2 contains 5004 members 
Entering Unmasked Estep 
Score: -2825461.500000 Penalty: 3252.462402
	Iteration 12Q: 3 clusters Score -2825462 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17692 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -2825993.000000 Penalty: 3252.462402
	Iteration 13Q: 3 clusters Score -2825993 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18079 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -2826380.500000 Penalty: 3252.462402
	Iteration 14Q: 3 clusters Score -2826380 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18392 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -2826680.750000 Penalty: 3252.462402
	Iteration 15Q: 3 clusters Score -2826681 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18638 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -2826876.750000 Penalty: 3252.462402
	Iteration 16Q: 3 clusters Score -2826877 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18837 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -2826997.250000 Penalty: 3252.462402
	Iteration 17Q: 3 clusters Score -2826997 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18983 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -2827051.500000 Penalty: 3252.462402
	Iteration 18Q: 3 clusters Score -2827052 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19102 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -2827089.000000 Penalty: 3252.462402
	Iteration 19Q: 3 clusters Score -2827089 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19191 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -2827123.000000 Penalty: 3252.462402
	Iteration 20F: 3 clusters Score -2827123 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19266 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -2827137.750000 Penalty: 3252.462402
	Iteration 21Q: 3 clusters Score -2827138 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19335 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -2827152.000000 Penalty: 3252.462402
	Iteration 22Q: 3 clusters Score -2827152 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19386 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -2827167.250000 Penalty: 3252.462402
	Iteration 23Q: 3 clusters Score -2827167 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19433 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -2827176.000000 Penalty: 3252.462402
	Iteration 24Q: 3 clusters Score -2827176 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19479 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -2827187.250000 Penalty: 3252.462402
	Iteration 25Q: 3 clusters Score -2827187 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19523 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -2827191.750000 Penalty: 3252.462402
	Iteration 26Q: 3 clusters Score -2827192 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19569 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -2827201.000000 Penalty: 3252.462402
	Iteration 27Q: 3 clusters Score -2827201 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19621 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -2827214.000000 Penalty: 3252.462402
	Iteration 28Q: 3 clusters Score -2827214 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19668 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -2827213.750000 Penalty: 3252.462402
	Iteration 29Q: 3 clusters Score -2827214 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19710 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -2827225.250000 Penalty: 3252.462402
	Iteration 30Q: 3 clusters Score -2827225 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19739 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -2827232.750000 Penalty: 3252.462402
	Iteration 31Q: 3 clusters Score -2827233 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19755 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -2827236.000000 Penalty: 3252.462402
	Iteration 32Q: 3 clusters Score -2827236 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19777 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -2827238.500000 Penalty: 3252.462402
	Iteration 33Q: 3 clusters Score -2827238 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19796 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -2827234.750000 Penalty: 3252.462402
	Iteration 34Q: 3 clusters Score -2827235 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19814 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -2827236.500000 Penalty: 3252.462402
	Iteration 35Q: 3 clusters Score -2827236 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19832 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -2827242.500000 Penalty: 3252.462402
	Iteration 36Q: 3 clusters Score -2827242 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19844 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -2827245.500000 Penalty: 3252.462402
	Iteration 37Q: 3 clusters Score -2827246 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19857 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -2827247.750000 Penalty: 3252.462402
	Iteration 38Q: 3 clusters Score -2827248 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19871 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -2827245.000000 Penalty: 3252.462402
	Iteration 39Q: 3 clusters Score -2827245 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19879 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -2827251.750000 Penalty: 3252.462402
	Iteration 40F: 3 clusters Score -2827252 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19886 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -2827252.000000 Penalty: 3252.462402
	Iteration 41Q: 3 clusters Score -2827252 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19893 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -2827251.500000 Penalty: 3252.462402
	Iteration 42Q: 3 clusters Score -2827252 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19899 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -2827254.500000 Penalty: 3252.462402
	Iteration 43Q: 3 clusters Score -2827254 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19905 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -2827255.250000 Penalty: 3252.462402
	Iteration 44Q: 3 clusters Score -2827255 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19910 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -2827258.750000 Penalty: 3252.462402
	Iteration 45Q: 3 clusters Score -2827259 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19918 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -2827258.250000 Penalty: 3252.462402
	Iteration 46Q: 3 clusters Score -2827258 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19930 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -2827258.500000 Penalty: 3252.462402
	Iteration 47Q: 3 clusters Score -2827258 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19934 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -2827258.750000 Penalty: 3252.462402
	Iteration 48Q: 3 clusters Score -2827259 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19936 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -2827261.000000 Penalty: 3252.462402
	Iteration 49Q: 3 clusters Score -2827261 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19940 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -2827262.500000 Penalty: 3252.462402
	Iteration 50Q: 3 clusters Score -2827262 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19942 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -2827264.250000 Penalty: 3252.462402
	Iteration 51Q: 3 clusters Score -2827264 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19943 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -2827261.000000 Penalty: 3252.462402
	Iteration 52Q: 3 clusters Score -2827261 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19943 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -2827261.000000 Penalty: 3252.462402
	Iteration 53F: 3 clusters Score -2827261 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (3183 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Entering Unmasked Estep 
Score: -408705.031250 Penalty: 1310.656616
	Iteration 0F: 2 clusters Score -408705 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -405902.125000 Penalty: 2621.313232
	Iteration 0F: 3 clusters Score -405902.1 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -406597.343750 Penalty: 2621.313232
	Iteration 1F: 3 clusters Score -406597.3 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -406746.125000 Penalty: 2621.313232
	Iteration 2F: 3 clusters Score -406746.1 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -406851.156250 Penalty: 2621.313232
	Iteration 3F: 3 clusters Score -406851.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -406930.687500 Penalty: 2621.313232
	Iteration 4Q: 3 clusters Score -406930.7 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -406995.093750 Penalty: 2621.313232
	Iteration 5Q: 3 clusters Score -406995.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -407040.687500 Penalty: 2621.313232
	Iteration 6Q: 3 clusters Score -407040.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -407078.125000 Penalty: 2621.313232
	Iteration 7Q: 3 clusters Score -407078.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -407109.718750 Penalty: 2621.313232
	Iteration 8Q: 3 clusters Score -407109.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -407140.812500 Penalty: 2621.313232
	Iteration 9Q: 3 clusters Score -407140.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -407163.250000 Penalty: 2621.313232
	Iteration 10Q: 3 clusters Score -407163.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -407188.656250 Penalty: 2621.313232
	Iteration 11Q: 3 clusters Score -407188.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -407215.343750 Penalty: 2621.313232
	Iteration 12Q: 3 clusters Score -407215.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -407240.781250 Penalty: 2621.313232
	Iteration 13Q: 3 clusters Score -407240.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -407266.812500 Penalty: 2621.313232
	Iteration 14Q: 3 clusters Score -407266.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -407285.937500 Penalty: 2621.313232
	Iteration 15Q: 3 clusters Score -407285.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -407303.031250 Penalty: 2621.313232
	Iteration 16Q: 3 clusters Score -407303 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -407319.875000 Penalty: 2621.313232
	Iteration 17Q: 3 clusters Score -407319.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -407337.718750 Penalty: 2621.313232
	Iteration 18Q: 3 clusters Score -407337.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -407356.093750 Penalty: 2621.313232
	Iteration 19Q: 3 clusters Score -407356.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -407379.656250 Penalty: 2621.313232
	Iteration 20F: 3 clusters Score -407379.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -407401.125000 Penalty: 2621.313232
	Iteration 21Q: 3 clusters Score -407401.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -407423.218750 Penalty: 2621.313232
	Iteration 22Q: 3 clusters Score -407423.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -407435.593750 Penalty: 2621.313232
	Iteration 23Q: 3 clusters Score -407435.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -407454.875000 Penalty: 2621.313232
	Iteration 24Q: 3 clusters Score -407454.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -407467.468750 Penalty: 2621.313232
	Iteration 25Q: 3 clusters Score -407467.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -407482.031250 Penalty: 2621.313232
	Iteration 26Q: 3 clusters Score -407482 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -407495.531250 Penalty: 2621.313232
	Iteration 27Q: 3 clusters Score -407495.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -407506.750000 Penalty: 2621.313232
	Iteration 28Q: 3 clusters Score -407506.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -407515.156250 Penalty: 2621.313232
	Iteration 29Q: 3 clusters Score -407515.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -407520.625000 Penalty: 2621.313232
	Iteration 30Q: 3 clusters Score -407520.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -407524.281250 Penalty: 2621.313232
	Iteration 31Q: 3 clusters Score -407524.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -407525.281250 Penalty: 2621.313232
	Iteration 32Q: 3 clusters Score -407525.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -407526.875000 Penalty: 2621.313232
	Iteration 33Q: 3 clusters Score -407526.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -407528.125000 Penalty: 2621.313232
	Iteration 34Q: 3 clusters Score -407528.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -407530.531250 Penalty: 2621.313232
	Iteration 35Q: 3 clusters Score -407530.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -407531.750000 Penalty: 2621.313232
	Iteration 36Q: 3 clusters Score -407531.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -407536.375000 Penalty: 2621.313232
	Iteration 37Q: 3 clusters Score -407536.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -407539.937500 Penalty: 2621.313232
	Iteration 38Q: 3 clusters Score -407539.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -407541.687500 Penalty: 2621.313232
	Iteration 39Q: 3 clusters Score -407541.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -407546.968750 Penalty: 2621.313232
	Iteration 40F: 3 clusters Score -407547 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -407552.843750 Penalty: 2621.313232
	Iteration 41Q: 3 clusters Score -407552.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -407556.906250 Penalty: 2621.313232
	Iteration 42Q: 3 clusters Score -407556.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -407559.968750 Penalty: 2621.313232
	Iteration 43Q: 3 clusters Score -407560 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -407562.250000 Penalty: 2621.313232
	Iteration 44Q: 3 clusters Score -407562.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -407563.187500 Penalty: 2621.313232
	Iteration 45Q: 3 clusters Score -407563.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -407564.187500 Penalty: 2621.313232
	Iteration 46Q: 3 clusters Score -407564.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -407565.281250 Penalty: 2621.313232
	Iteration 47Q: 3 clusters Score -407565.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -407566.875000 Penalty: 2621.313232
	Iteration 48Q: 3 clusters Score -407566.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -407570.875000 Penalty: 2621.313232
	Iteration 49Q: 3 clusters Score -407570.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -407572.593750 Penalty: 2621.313232
	Iteration 50Q: 3 clusters Score -407572.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -407574.750000 Penalty: 2621.313232
	Iteration 51Q: 3 clusters Score -407574.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -407576.187500 Penalty: 2621.313232
	Iteration 52Q: 3 clusters Score -407576.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -407577.000000 Penalty: 2621.313232
	Iteration 53Q: 3 clusters Score -407577 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -407577.000000 Penalty: 2621.313232
	Iteration 54F: 3 clusters Score -407577 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (4772 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Entering Unmasked Estep 
Score: -584800.812500 Penalty: 1376.459717
	Iteration 0F: 2 clusters Score -584800.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -580998.437500 Penalty: 2752.919434
	Iteration 0F: 3 clusters Score -580998.4 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -582081.250000 Penalty: 2752.919434
	Iteration 1F: 3 clusters Score -582081.2 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -582360.187500 Penalty: 2752.919434
	Iteration 2F: 3 clusters Score -582360.2 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -582605.875000 Penalty: 2752.919434
	Iteration 3F: 3 clusters Score -582605.9 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -582818.000000 Penalty: 2752.919434
	Iteration 4F: 3 clusters Score -582818 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -583033.937500 Penalty: 2752.919434
	Iteration 5F: 3 clusters Score -583033.9 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -583290.687500 Penalty: 2752.919434
	Iteration 6F: 3 clusters Score -583290.7 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -583631.500000 Penalty: 2752.919434
	Iteration 7F: 3 clusters Score -583631.5 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -584005.312500 Penalty: 2752.919434
	Iteration 8F: 3 clusters Score -584005.3 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -584418.125000 Penalty: 2752.919434
	Iteration 9F: 3 clusters Score -584418.1 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -584747.500000 Penalty: 2752.919434
	Iteration 10Q: 3 clusters Score -584747.5 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -584884.125000 Penalty: 2752.919434
	Iteration 11Q: 3 clusters Score -584884.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -584957.625000 Penalty: 2752.919434
	Iteration 12Q: 3 clusters Score -584957.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -584996.875000 Penalty: 2752.919434
	Iteration 13Q: 3 clusters Score -584996.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -585025.812500 Penalty: 2752.919434
	Iteration 14Q: 3 clusters Score -585025.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -585042.437500 Penalty: 2752.919434
	Iteration 15Q: 3 clusters Score -585042.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -585053.250000 Penalty: 2752.919434
	Iteration 16Q: 3 clusters Score -585053.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -585058.187500 Penalty: 2752.919434
	Iteration 17Q: 3 clusters Score -585058.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -585059.687500 Penalty: 2752.919434
	Iteration 18Q: 3 clusters Score -585059.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -585059.875000 Penalty: 2752.919434
	Iteration 19Q: 3 clusters Score -585059.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -585059.562500 Penalty: 2752.919434
	Iteration 20F: 3 clusters Score -585059.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -585060.687500 Penalty: 2752.919434
	Iteration 21Q: 3 clusters Score -585060.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -585060.687500 Penalty: 2752.919434
	Iteration 22F: 3 clusters Score -585060.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 7223 members 
Mstep: Class 2 contains 3000 members 
Mstep: Class 3 contains 13872 members 
Mstep: Class 4 contains 2396 members 
Mstep: Class 5 contains 2016 members 
Mstep: Class 6 contains 2020 members 
Mstep: Class 7 contains 74325 members 
Mstep: Class 8 contains 11127 members 
Mstep: Class 9 contains 44714 members 
Mstep: Class 10 contains 14218 members 
Mstep: Class 11 contains 42206 members 
Mstep: Class 12 contains 46904 members 
Mstep: Class 13 contains 31583 members 
Mstep: Class 14 contains 3265 members 
Mstep: Class 15 contains 12399 members 
Mstep: Class 16 contains 30305 members 
Mstep: Class 17 contains 14980 members 
Mstep: Class 18 contains 14056 members 
Mstep: Class 19 contains 26263 members 
Mstep: Class 20 contains 2000 members 
Mstep: Class 21 contains 13390 members 
Mstep: Class 22 contains 435 members 
Mstep: Class 23 contains 9573 members 
Mstep: Class 24 contains 8431 members 
Mstep: Class 25 contains 34063 members 
Mstep: Class 26 contains 6077 members 
Mstep: Class 27 contains 26542 members 
Mstep: Class 28 contains 25924 members 
Mstep: Class 29 contains 18943 members 
Mstep: Class 30 contains 4140 members 
Mstep: Class 31 contains 17811 members 
Mstep: Class 32 contains 4813 members 
Mstep: Class 33 contains 4061 members 
Mstep: Class 34 contains 2333 members 
Mstep: Class 35 contains 5252 members 
Mstep: Class 36 contains 3555 members 
Mstep: Class 37 contains 2766 members 
Mstep: Class 38 contains 2085 members 
Mstep: Class 39 contains 1041 members 
Mstep: Class 40 contains 22194 members 
Mstep: Class 41 contains 3183 members 
Mstep: Class 42 contains 2703 members 
Mstep: Class 43 contains 12704 members 
Mstep: Class 44 contains 5307 members 
Mstep: Class 45 contains 142908 members 
Mstep: Class 46 contains 480 members 
Mstep: Class 47 contains 3985 members 
Mstep: Class 48 contains 3152 members 
Mstep: Class 49 contains 11895 members 
Mstep: Class 50 contains 19888 members 
Mstep: Class 51 contains 2069 members 
Entering Unmasked Estep 
Score: -100311168.000000 Penalty: 112857.750000
Splitting cluster 42 changes total score from -100311736.000000 to -100311168.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 43 (12704 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12704 members 
Entering Unmasked Estep 
Score: -1472714.500000 Penalty: 1535.571655
	Iteration 0F: 2 clusters Score -1472714 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6370 members 
Mstep: Class 2 contains 6334 members 
Entering Unmasked Estep 
Score: -1463849.375000 Penalty: 3071.143311
	Iteration 0F: 3 clusters Score -1463849 nChanged 5552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6348 members 
Mstep: Class 2 contains 6356 members 
Entering Unmasked Estep 
Score: -1467050.000000 Penalty: 3071.143311
	Iteration 1F: 3 clusters Score -1467050 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6359 members 
Mstep: Class 2 contains 6345 members 
Entering Unmasked Estep 
Score: -1467582.625000 Penalty: 3071.143311
	Iteration 2F: 3 clusters Score -1467583 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6408 members 
Mstep: Class 2 contains 6296 members 
Entering Unmasked Estep 
Score: -1468035.875000 Penalty: 3071.143311
	Iteration 3F: 3 clusters Score -1468036 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6451 members 
Mstep: Class 2 contains 6253 members 
Entering Unmasked Estep 
Score: -1468449.625000 Penalty: 3071.143311
	Iteration 4F: 3 clusters Score -1468450 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6475 members 
Mstep: Class 2 contains 6229 members 
Entering Unmasked Estep 
Score: -1468813.625000 Penalty: 3071.143311
	Iteration 5F: 3 clusters Score -1468814 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6497 members 
Mstep: Class 2 contains 6207 members 
Entering Unmasked Estep 
Score: -1469118.000000 Penalty: 3071.143311
	Iteration 6Q: 3 clusters Score -1469118 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6541 members 
Mstep: Class 2 contains 6163 members 
Entering Unmasked Estep 
Score: -1469412.000000 Penalty: 3071.143311
	Iteration 7Q: 3 clusters Score -1469412 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6604 members 
Mstep: Class 2 contains 6100 members 
Entering Unmasked Estep 
Score: -1469657.875000 Penalty: 3071.143311
	Iteration 8Q: 3 clusters Score -1469658 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6672 members 
Mstep: Class 2 contains 6032 members 
Entering Unmasked Estep 
Score: -1469864.000000 Penalty: 3071.143311
	Iteration 9Q: 3 clusters Score -1469864 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6757 members 
Mstep: Class 2 contains 5947 members 
Entering Unmasked Estep 
Score: -1470038.125000 Penalty: 3071.143311
	Iteration 10Q: 3 clusters Score -1470038 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6833 members 
Mstep: Class 2 contains 5871 members 
Entering Unmasked Estep 
Score: -1470158.375000 Penalty: 3071.143311
	Iteration 11Q: 3 clusters Score -1470158 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6900 members 
Mstep: Class 2 contains 5804 members 
Entering Unmasked Estep 
Score: -1470247.500000 Penalty: 3071.143311
	Iteration 12Q: 3 clusters Score -1470248 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6955 members 
Mstep: Class 2 contains 5749 members 
Entering Unmasked Estep 
Score: -1470314.250000 Penalty: 3071.143311
	Iteration 13Q: 3 clusters Score -1470314 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7029 members 
Mstep: Class 2 contains 5675 members 
Entering Unmasked Estep 
Score: -1470367.125000 Penalty: 3071.143311
	Iteration 14Q: 3 clusters Score -1470367 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7084 members 
Mstep: Class 2 contains 5620 members 
Entering Unmasked Estep 
Score: -1470402.875000 Penalty: 3071.143311
	Iteration 15Q: 3 clusters Score -1470403 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7160 members 
Mstep: Class 2 contains 5544 members 
Entering Unmasked Estep 
Score: -1470432.625000 Penalty: 3071.143311
	Iteration 16Q: 3 clusters Score -1470433 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7233 members 
Mstep: Class 2 contains 5471 members 
Entering Unmasked Estep 
Score: -1470461.125000 Penalty: 3071.143311
	Iteration 17Q: 3 clusters Score -1470461 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7301 members 
Mstep: Class 2 contains 5403 members 
Entering Unmasked Estep 
Score: -1470483.125000 Penalty: 3071.143311
	Iteration 18Q: 3 clusters Score -1470483 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7346 members 
Mstep: Class 2 contains 5358 members 
Entering Unmasked Estep 
Score: -1470493.375000 Penalty: 3071.143311
	Iteration 19Q: 3 clusters Score -1470493 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7395 members 
Mstep: Class 2 contains 5309 members 
Entering Unmasked Estep 
Score: -1470508.750000 Penalty: 3071.143311
	Iteration 20F: 3 clusters Score -1470509 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7460 members 
Mstep: Class 2 contains 5244 members 
Entering Unmasked Estep 
Score: -1470525.250000 Penalty: 3071.143311
	Iteration 21Q: 3 clusters Score -1470525 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7515 members 
Mstep: Class 2 contains 5189 members 
Entering Unmasked Estep 
Score: -1470539.750000 Penalty: 3071.143311
	Iteration 22Q: 3 clusters Score -1470540 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7561 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -1470548.875000 Penalty: 3071.143311
	Iteration 23Q: 3 clusters Score -1470549 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7605 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -1470557.250000 Penalty: 3071.143311
	Iteration 24Q: 3 clusters Score -1470557 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7658 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -1470568.500000 Penalty: 3071.143311
	Iteration 25Q: 3 clusters Score -1470568 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7716 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
Score: -1470580.500000 Penalty: 3071.143311
	Iteration 26Q: 3 clusters Score -1470580 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7776 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -1470586.625000 Penalty: 3071.143311
	Iteration 27Q: 3 clusters Score -1470587 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7830 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -1470599.000000 Penalty: 3071.143311
	Iteration 28Q: 3 clusters Score -1470599 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7884 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -1470611.500000 Penalty: 3071.143311
	Iteration 29Q: 3 clusters Score -1470612 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7944 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -1470618.500000 Penalty: 3071.143311
	Iteration 30Q: 3 clusters Score -1470618 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7996 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -1470632.500000 Penalty: 3071.143311
	Iteration 31Q: 3 clusters Score -1470632 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8048 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -1470644.125000 Penalty: 3071.143311
	Iteration 32Q: 3 clusters Score -1470644 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8117 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -1470648.625000 Penalty: 3071.143311
	Iteration 33Q: 3 clusters Score -1470649 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8168 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -1470657.250000 Penalty: 3071.143311
	Iteration 34Q: 3 clusters Score -1470657 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8222 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -1470673.250000 Penalty: 3071.143311
	Iteration 35Q: 3 clusters Score -1470673 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8284 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -1470684.750000 Penalty: 3071.143311
	Iteration 36Q: 3 clusters Score -1470685 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8354 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -1470697.625000 Penalty: 3071.143311
	Iteration 37Q: 3 clusters Score -1470698 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8418 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -1470713.875000 Penalty: 3071.143311
	Iteration 38Q: 3 clusters Score -1470714 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8480 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -1470729.500000 Penalty: 3071.143311
	Iteration 39Q: 3 clusters Score -1470730 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8562 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -1470746.000000 Penalty: 3071.143311
	Iteration 40F: 3 clusters Score -1470746 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8619 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -1470758.875000 Penalty: 3071.143311
	Iteration 41Q: 3 clusters Score -1470759 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8692 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -1470777.875000 Penalty: 3071.143311
	Iteration 42Q: 3 clusters Score -1470778 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8776 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -1470797.000000 Penalty: 3071.143311
	Iteration 43Q: 3 clusters Score -1470797 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8856 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -1470815.000000 Penalty: 3071.143311
	Iteration 44Q: 3 clusters Score -1470815 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8947 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -1470840.125000 Penalty: 3071.143311
	Iteration 45Q: 3 clusters Score -1470840 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9046 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -1470873.000000 Penalty: 3071.143311
	Iteration 46Q: 3 clusters Score -1470873 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9148 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -1470899.750000 Penalty: 3071.143311
	Iteration 47Q: 3 clusters Score -1470900 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9253 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -1470928.750000 Penalty: 3071.143311
	Iteration 48Q: 3 clusters Score -1470929 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9370 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -1470959.375000 Penalty: 3071.143311
	Iteration 49Q: 3 clusters Score -1470959 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9471 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -1470994.000000 Penalty: 3071.143311
	Iteration 50Q: 3 clusters Score -1470994 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9574 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -1471020.500000 Penalty: 3071.143311
	Iteration 51Q: 3 clusters Score -1471020 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9684 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -1471046.500000 Penalty: 3071.143311
	Iteration 52Q: 3 clusters Score -1471046 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9789 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -1471078.500000 Penalty: 3071.143311
	Iteration 53Q: 3 clusters Score -1471078 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9902 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -1471112.375000 Penalty: 3071.143311
	Iteration 54Q: 3 clusters Score -1471112 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10009 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -1471144.750000 Penalty: 3071.143311
	Iteration 55Q: 3 clusters Score -1471145 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10125 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -1471181.250000 Penalty: 3071.143311
	Iteration 56Q: 3 clusters Score -1471181 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10265 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -1471243.125000 Penalty: 3071.143311
	Iteration 57Q: 3 clusters Score -1471243 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10413 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -1471313.500000 Penalty: 3071.143311
	Iteration 58Q: 3 clusters Score -1471314 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10556 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -1471375.625000 Penalty: 3071.143311
	Iteration 59Q: 3 clusters Score -1471376 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10690 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -1471437.500000 Penalty: 3071.143311
	Iteration 60F: 3 clusters Score -1471438 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10808 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -1471484.500000 Penalty: 3071.143311
	Iteration 61Q: 3 clusters Score -1471484 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10908 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -1471524.250000 Penalty: 3071.143311
	Iteration 62Q: 3 clusters Score -1471524 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10985 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -1471552.000000 Penalty: 3071.143311
	Iteration 63Q: 3 clusters Score -1471552 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11067 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -1471584.625000 Penalty: 3071.143311
	Iteration 64Q: 3 clusters Score -1471585 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11148 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -1471613.500000 Penalty: 3071.143311
	Iteration 65Q: 3 clusters Score -1471614 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11221 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -1471647.500000 Penalty: 3071.143311
	Iteration 66Q: 3 clusters Score -1471648 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11281 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -1471670.750000 Penalty: 3071.143311
	Iteration 67Q: 3 clusters Score -1471671 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11339 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -1471704.250000 Penalty: 3071.143311
	Iteration 68Q: 3 clusters Score -1471704 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11392 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -1471725.625000 Penalty: 3071.143311
	Iteration 69Q: 3 clusters Score -1471726 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11441 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -1471750.875000 Penalty: 3071.143311
	Iteration 70Q: 3 clusters Score -1471751 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11483 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -1471771.125000 Penalty: 3071.143311
	Iteration 71Q: 3 clusters Score -1471771 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11531 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -1471787.500000 Penalty: 3071.143311
	Iteration 72Q: 3 clusters Score -1471788 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11564 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -1471796.625000 Penalty: 3071.143311
	Iteration 73Q: 3 clusters Score -1471797 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11586 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -1471803.125000 Penalty: 3071.143311
	Iteration 74Q: 3 clusters Score -1471803 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11605 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -1471805.125000 Penalty: 3071.143311
	Iteration 75Q: 3 clusters Score -1471805 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11617 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -1471811.125000 Penalty: 3071.143311
	Iteration 76Q: 3 clusters Score -1471811 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11627 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -1471815.750000 Penalty: 3071.143311
	Iteration 77Q: 3 clusters Score -1471816 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11638 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -1471820.625000 Penalty: 3071.143311
	Iteration 78Q: 3 clusters Score -1471821 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11646 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -1471821.625000 Penalty: 3071.143311
	Iteration 79Q: 3 clusters Score -1471822 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11654 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -1471824.625000 Penalty: 3071.143311
	Iteration 80F: 3 clusters Score -1471825 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11663 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -1471825.500000 Penalty: 3071.143311
	Iteration 81Q: 3 clusters Score -1471826 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11675 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -1471834.500000 Penalty: 3071.143311
	Iteration 82Q: 3 clusters Score -1471834 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11686 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -1471835.000000 Penalty: 3071.143311
	Iteration 83Q: 3 clusters Score -1471835 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11692 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -1471836.750000 Penalty: 3071.143311
	Iteration 84Q: 3 clusters Score -1471837 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11698 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -1471839.875000 Penalty: 3071.143311
	Iteration 85Q: 3 clusters Score -1471840 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11704 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -1471840.875000 Penalty: 3071.143311
	Iteration 86Q: 3 clusters Score -1471841 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11709 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -1471841.375000 Penalty: 3071.143311
	Iteration 87Q: 3 clusters Score -1471841 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11712 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -1471842.125000 Penalty: 3071.143311
	Iteration 88Q: 3 clusters Score -1471842 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11714 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -1471840.750000 Penalty: 3071.143311
	Iteration 89Q: 3 clusters Score -1471841 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11718 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -1471843.000000 Penalty: 3071.143311
	Iteration 90Q: 3 clusters Score -1471843 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11723 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -1471841.875000 Penalty: 3071.143311
	Iteration 91Q: 3 clusters Score -1471842 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11726 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -1471845.250000 Penalty: 3071.143311
	Iteration 92Q: 3 clusters Score -1471845 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11729 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -1471846.750000 Penalty: 3071.143311
	Iteration 93Q: 3 clusters Score -1471847 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11731 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -1471848.250000 Penalty: 3071.143311
	Iteration 94Q: 3 clusters Score -1471848 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11733 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -1471849.250000 Penalty: 3071.143311
	Iteration 95Q: 3 clusters Score -1471849 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11735 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -1471849.625000 Penalty: 3071.143311
	Iteration 96Q: 3 clusters Score -1471850 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11737 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -1471852.375000 Penalty: 3071.143311
	Iteration 97Q: 3 clusters Score -1471852 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11739 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -1471851.875000 Penalty: 3071.143311
	Iteration 98Q: 3 clusters Score -1471852 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11741 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -1471850.125000 Penalty: 3071.143311
	Iteration 99Q: 3 clusters Score -1471850 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11751 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -1471851.750000 Penalty: 3071.143311
	Iteration 100F: 3 clusters Score -1471852 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11755 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -1471854.375000 Penalty: 3071.143311
	Iteration 101Q: 3 clusters Score -1471854 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11759 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -1471855.500000 Penalty: 3071.143311
	Iteration 102Q: 3 clusters Score -1471856 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11761 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -1471854.750000 Penalty: 3071.143311
	Iteration 103Q: 3 clusters Score -1471855 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11762 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -1471855.625000 Penalty: 3071.143311
	Iteration 104Q: 3 clusters Score -1471856 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11766 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -1471858.500000 Penalty: 3071.143311
	Iteration 105Q: 3 clusters Score -1471858 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11768 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -1471857.875000 Penalty: 3071.143311
	Iteration 106Q: 3 clusters Score -1471858 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11769 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -1471859.125000 Penalty: 3071.143311
	Iteration 107Q: 3 clusters Score -1471859 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11770 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -1471859.875000 Penalty: 3071.143311
	Iteration 108Q: 3 clusters Score -1471860 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11771 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -1471860.750000 Penalty: 3071.143311
	Iteration 109Q: 3 clusters Score -1471861 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11775 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -1471862.000000 Penalty: 3071.143311
	Iteration 110Q: 3 clusters Score -1471862 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11776 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -1471863.250000 Penalty: 3071.143311
	Iteration 111Q: 3 clusters Score -1471863 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11776 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -1471863.250000 Penalty: 3071.143311
	Iteration 112F: 3 clusters Score -1471863 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (5307 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5307 members 
Entering Unmasked Estep 
Score: -672101.875000 Penalty: 1393.727051
	Iteration 0F: 2 clusters Score -672101.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -667871.625000 Penalty: 2787.454102
	Iteration 0F: 3 clusters Score -667871.6 nChanged 2245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -669140.000000 Penalty: 2787.454102
	Iteration 1F: 3 clusters Score -669140 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -669404.000000 Penalty: 2787.454102
	Iteration 2F: 3 clusters Score -669404 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -669649.687500 Penalty: 2787.454102
	Iteration 3F: 3 clusters Score -669649.7 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -669904.437500 Penalty: 2787.454102
	Iteration 4F: 3 clusters Score -669904.4 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -670138.687500 Penalty: 2787.454102
	Iteration 5F: 3 clusters Score -670138.7 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -670311.312500 Penalty: 2787.454102
	Iteration 6Q: 3 clusters Score -670311.3 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -670428.562500 Penalty: 2787.454102
	Iteration 7Q: 3 clusters Score -670428.6 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -670525.250000 Penalty: 2787.454102
	Iteration 8Q: 3 clusters Score -670525.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -670603.375000 Penalty: 2787.454102
	Iteration 9Q: 3 clusters Score -670603.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -670659.687500 Penalty: 2787.454102
	Iteration 10Q: 3 clusters Score -670659.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -670711.312500 Penalty: 2787.454102
	Iteration 11Q: 3 clusters Score -670711.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -670759.812500 Penalty: 2787.454102
	Iteration 12Q: 3 clusters Score -670759.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -670797.625000 Penalty: 2787.454102
	Iteration 13Q: 3 clusters Score -670797.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -670825.375000 Penalty: 2787.454102
	Iteration 14Q: 3 clusters Score -670825.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -670851.750000 Penalty: 2787.454102
	Iteration 15Q: 3 clusters Score -670851.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -670873.125000 Penalty: 2787.454102
	Iteration 16Q: 3 clusters Score -670873.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -670890.812500 Penalty: 2787.454102
	Iteration 17Q: 3 clusters Score -670890.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -670903.687500 Penalty: 2787.454102
	Iteration 18Q: 3 clusters Score -670903.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -670917.875000 Penalty: 2787.454102
	Iteration 19Q: 3 clusters Score -670917.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -670927.875000 Penalty: 2787.454102
	Iteration 20F: 3 clusters Score -670927.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -670936.000000 Penalty: 2787.454102
	Iteration 21Q: 3 clusters Score -670936 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -670946.500000 Penalty: 2787.454102
	Iteration 22Q: 3 clusters Score -670946.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -670952.687500 Penalty: 2787.454102
	Iteration 23Q: 3 clusters Score -670952.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -670965.375000 Penalty: 2787.454102
	Iteration 24Q: 3 clusters Score -670965.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -670971.250000 Penalty: 2787.454102
	Iteration 25Q: 3 clusters Score -670971.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -670972.500000 Penalty: 2787.454102
	Iteration 26Q: 3 clusters Score -670972.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -670976.687500 Penalty: 2787.454102
	Iteration 27Q: 3 clusters Score -670976.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -670978.750000 Penalty: 2787.454102
	Iteration 28Q: 3 clusters Score -670978.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -670979.312500 Penalty: 2787.454102
	Iteration 29Q: 3 clusters Score -670979.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -670982.062500 Penalty: 2787.454102
	Iteration 30Q: 3 clusters Score -670982.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -670980.875000 Penalty: 2787.454102
	Iteration 31Q: 3 clusters Score -670980.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -670984.000000 Penalty: 2787.454102
	Iteration 32Q: 3 clusters Score -670984 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -670984.687500 Penalty: 2787.454102
	Iteration 33Q: 3 clusters Score -670984.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -670985.375000 Penalty: 2787.454102
	Iteration 34Q: 3 clusters Score -670985.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -670988.687500 Penalty: 2787.454102
	Iteration 35Q: 3 clusters Score -670988.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -670994.000000 Penalty: 2787.454102
	Iteration 36Q: 3 clusters Score -670994 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -671000.437500 Penalty: 2787.454102
	Iteration 37Q: 3 clusters Score -671000.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -671003.875000 Penalty: 2787.454102
	Iteration 38Q: 3 clusters Score -671003.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -671010.250000 Penalty: 2787.454102
	Iteration 39Q: 3 clusters Score -671010.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -671020.187500 Penalty: 2787.454102
	Iteration 40F: 3 clusters Score -671020.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -671029.000000 Penalty: 2787.454102
	Iteration 41Q: 3 clusters Score -671029 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -671030.937500 Penalty: 2787.454102
	Iteration 42Q: 3 clusters Score -671030.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -671034.125000 Penalty: 2787.454102
	Iteration 43Q: 3 clusters Score -671034.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -671039.125000 Penalty: 2787.454102
	Iteration 44Q: 3 clusters Score -671039.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -671043.000000 Penalty: 2787.454102
	Iteration 45Q: 3 clusters Score -671043 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -671048.875000 Penalty: 2787.454102
	Iteration 46Q: 3 clusters Score -671048.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -671050.625000 Penalty: 2787.454102
	Iteration 47Q: 3 clusters Score -671050.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -671054.125000 Penalty: 2787.454102
	Iteration 48Q: 3 clusters Score -671054.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -671055.687500 Penalty: 2787.454102
	Iteration 49Q: 3 clusters Score -671055.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -671061.500000 Penalty: 2787.454102
	Iteration 50Q: 3 clusters Score -671061.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -671064.000000 Penalty: 2787.454102
	Iteration 51Q: 3 clusters Score -671064 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -671069.750000 Penalty: 2787.454102
	Iteration 52Q: 3 clusters Score -671069.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -671073.250000 Penalty: 2787.454102
	Iteration 53Q: 3 clusters Score -671073.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -671076.000000 Penalty: 2787.454102
	Iteration 54Q: 3 clusters Score -671076 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -671078.062500 Penalty: 2787.454102
	Iteration 55Q: 3 clusters Score -671078.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -671079.625000 Penalty: 2787.454102
	Iteration 56Q: 3 clusters Score -671079.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -671079.437500 Penalty: 2787.454102
	Iteration 57Q: 3 clusters Score -671079.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -671079.437500 Penalty: 2787.454102
	Iteration 58F: 3 clusters Score -671079.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (142908 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142908 members 
Entering Unmasked Estep 
Score: -18385648.000000 Penalty: 1928.867798
	Iteration 0F: 2 clusters Score -1.838565e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71522 members 
Mstep: Class 2 contains 71386 members 
Entering Unmasked Estep 
Score: -18304654.000000 Penalty: 3857.735596
	Iteration 0F: 3 clusters Score -1.830465e+07 nChanged 68937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73361 members 
Mstep: Class 2 contains 69547 members 
Entering Unmasked Estep 
Score: -18344598.000000 Penalty: 3857.735596
	Iteration 1F: 3 clusters Score -1.83446e+07 nChanged 4274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74107 members 
Mstep: Class 2 contains 68801 members 
Entering Unmasked Estep 
Score: -18345372.000000 Penalty: 3857.735596
	Iteration 2Q: 3 clusters Score -1.834537e+07 nChanged 4547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75242 members 
Mstep: Class 2 contains 67666 members 
Entering Unmasked Estep 
Score: -18346180.000000 Penalty: 3857.735596
	Iteration 3Q: 3 clusters Score -1.834618e+07 nChanged 5232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76904 members 
Mstep: Class 2 contains 66004 members 
Entering Unmasked Estep 
Score: -18347768.000000 Penalty: 3857.735596
	Iteration 4Q: 3 clusters Score -1.834777e+07 nChanged 6155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79139 members 
Mstep: Class 2 contains 63769 members 
Entering Unmasked Estep 
Score: -18349820.000000 Penalty: 3857.735596
	Iteration 5Q: 3 clusters Score -1.834982e+07 nChanged 7230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81827 members 
Mstep: Class 2 contains 61081 members 
Entering Unmasked Estep 
Score: -18353228.000000 Penalty: 3857.735596
	Iteration 6F: 3 clusters Score -1.835323e+07 nChanged 8657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84682 members 
Mstep: Class 2 contains 58226 members 
Entering Unmasked Estep 
Score: -18359156.000000 Penalty: 3857.735596
	Iteration 7F: 3 clusters Score -1.835916e+07 nChanged 9728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87058 members 
Mstep: Class 2 contains 55850 members 
Entering Unmasked Estep 
Score: -18366518.000000 Penalty: 3857.735596
	Iteration 8F: 3 clusters Score -1.836652e+07 nChanged 8910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88020 members 
Mstep: Class 2 contains 54888 members 
Entering Unmasked Estep 
Score: -18371668.000000 Penalty: 3857.735596
	Iteration 9F: 3 clusters Score -1.837167e+07 nChanged 5952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88268 members 
Mstep: Class 2 contains 54640 members 
Entering Unmasked Estep 
Score: -18373192.000000 Penalty: 3857.735596
	Iteration 10Q: 3 clusters Score -1.837319e+07 nChanged 3043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88453 members 
Mstep: Class 2 contains 54455 members 
Entering Unmasked Estep 
Score: -18373652.000000 Penalty: 3857.735596
	Iteration 11Q: 3 clusters Score -1.837365e+07 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88604 members 
Mstep: Class 2 contains 54304 members 
Entering Unmasked Estep 
Score: -18373746.000000 Penalty: 3857.735596
	Iteration 12Q: 3 clusters Score -1.837375e+07 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88712 members 
Mstep: Class 2 contains 54196 members 
Entering Unmasked Estep 
Score: -18373896.000000 Penalty: 3857.735596
	Iteration 13Q: 3 clusters Score -1.83739e+07 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88769 members 
Mstep: Class 2 contains 54139 members 
Entering Unmasked Estep 
Score: -18373984.000000 Penalty: 3857.735596
	Iteration 14Q: 3 clusters Score -1.837398e+07 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88789 members 
Mstep: Class 2 contains 54119 members 
Entering Unmasked Estep 
Score: -18374118.000000 Penalty: 3857.735596
	Iteration 15Q: 3 clusters Score -1.837412e+07 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88768 members 
Mstep: Class 2 contains 54140 members 
Entering Unmasked Estep 
Score: -18374160.000000 Penalty: 3857.735596
	Iteration 16Q: 3 clusters Score -1.837416e+07 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88733 members 
Mstep: Class 2 contains 54175 members 
Entering Unmasked Estep 
Score: -18374160.000000 Penalty: 3857.735596
	Iteration 17Q: 3 clusters Score -1.837416e+07 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88732 members 
Mstep: Class 2 contains 54176 members 
Entering Unmasked Estep 
Score: -18374248.000000 Penalty: 3857.735596
	Iteration 18Q: 3 clusters Score -1.837425e+07 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88640 members 
Mstep: Class 2 contains 54268 members 
Entering Unmasked Estep 
Score: -18374256.000000 Penalty: 3857.735596
	Iteration 19Q: 3 clusters Score -1.837426e+07 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88487 members 
Mstep: Class 2 contains 54421 members 
Entering Unmasked Estep 
Score: -18374284.000000 Penalty: 3857.735596
	Iteration 20F: 3 clusters Score -1.837428e+07 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88275 members 
Mstep: Class 2 contains 54633 members 
Entering Unmasked Estep 
Score: -18374296.000000 Penalty: 3857.735596
	Iteration 21Q: 3 clusters Score -1.83743e+07 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88011 members 
Mstep: Class 2 contains 54897 members 
Entering Unmasked Estep 
Score: -18374336.000000 Penalty: 3857.735596
	Iteration 22Q: 3 clusters Score -1.837434e+07 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87746 members 
Mstep: Class 2 contains 55162 members 
Entering Unmasked Estep 
Score: -18374496.000000 Penalty: 3857.735596
	Iteration 23Q: 3 clusters Score -1.83745e+07 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87472 members 
Mstep: Class 2 contains 55436 members 
Entering Unmasked Estep 
Score: -18374682.000000 Penalty: 3857.735596
	Iteration 24Q: 3 clusters Score -1.837468e+07 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87139 members 
Mstep: Class 2 contains 55769 members 
Entering Unmasked Estep 
Score: -18374694.000000 Penalty: 3857.735596
	Iteration 25Q: 3 clusters Score -1.837469e+07 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86848 members 
Mstep: Class 2 contains 56060 members 
Entering Unmasked Estep 
Score: -18374824.000000 Penalty: 3857.735596
	Iteration 26Q: 3 clusters Score -1.837482e+07 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86525 members 
Mstep: Class 2 contains 56383 members 
Entering Unmasked Estep 
Score: -18374840.000000 Penalty: 3857.735596
	Iteration 27Q: 3 clusters Score -1.837484e+07 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86220 members 
Mstep: Class 2 contains 56688 members 
Entering Unmasked Estep 
Score: -18374954.000000 Penalty: 3857.735596
	Iteration 28Q: 3 clusters Score -1.837495e+07 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85855 members 
Mstep: Class 2 contains 57053 members 
Entering Unmasked Estep 
Score: -18374992.000000 Penalty: 3857.735596
	Iteration 29Q: 3 clusters Score -1.837499e+07 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85464 members 
Mstep: Class 2 contains 57444 members 
Entering Unmasked Estep 
Score: -18375036.000000 Penalty: 3857.735596
	Iteration 30Q: 3 clusters Score -1.837504e+07 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85003 members 
Mstep: Class 2 contains 57905 members 
Entering Unmasked Estep 
Score: -18375116.000000 Penalty: 3857.735596
	Iteration 31Q: 3 clusters Score -1.837512e+07 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84490 members 
Mstep: Class 2 contains 58418 members 
Entering Unmasked Estep 
Score: -18375122.000000 Penalty: 3857.735596
	Iteration 32Q: 3 clusters Score -1.837512e+07 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84017 members 
Mstep: Class 2 contains 58891 members 
Entering Unmasked Estep 
Score: -18375146.000000 Penalty: 3857.735596
	Iteration 33Q: 3 clusters Score -1.837515e+07 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83521 members 
Mstep: Class 2 contains 59387 members 
Entering Unmasked Estep 
Score: -18375244.000000 Penalty: 3857.735596
	Iteration 34Q: 3 clusters Score -1.837524e+07 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82983 members 
Mstep: Class 2 contains 59925 members 
Entering Unmasked Estep 
Score: -18375232.000000 Penalty: 3857.735596
	Iteration 35Q: 3 clusters Score -1.837523e+07 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82441 members 
Mstep: Class 2 contains 60467 members 
Entering Unmasked Estep 
Score: -18375200.000000 Penalty: 3857.735596
	Iteration 36Q: 3 clusters Score -1.83752e+07 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81907 members 
Mstep: Class 2 contains 61001 members 
Entering Unmasked Estep 
Score: -18375264.000000 Penalty: 3857.735596
	Iteration 37Q: 3 clusters Score -1.837526e+07 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81326 members 
Mstep: Class 2 contains 61582 members 
Entering Unmasked Estep 
Score: -18375372.000000 Penalty: 3857.735596
	Iteration 38Q: 3 clusters Score -1.837537e+07 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80783 members 
Mstep: Class 2 contains 62125 members 
Entering Unmasked Estep 
Score: -18375448.000000 Penalty: 3857.735596
	Iteration 39Q: 3 clusters Score -1.837545e+07 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80288 members 
Mstep: Class 2 contains 62620 members 
Entering Unmasked Estep 
Score: -18375508.000000 Penalty: 3857.735596
	Iteration 40F: 3 clusters Score -1.837551e+07 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79798 members 
Mstep: Class 2 contains 63110 members 
Entering Unmasked Estep 
Score: -18375520.000000 Penalty: 3857.735596
	Iteration 41Q: 3 clusters Score -1.837552e+07 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79362 members 
Mstep: Class 2 contains 63546 members 
Entering Unmasked Estep 
Score: -18375546.000000 Penalty: 3857.735596
	Iteration 42Q: 3 clusters Score -1.837555e+07 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78915 members 
Mstep: Class 2 contains 63993 members 
Entering Unmasked Estep 
Score: -18375638.000000 Penalty: 3857.735596
	Iteration 43Q: 3 clusters Score -1.837564e+07 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78494 members 
Mstep: Class 2 contains 64414 members 
Entering Unmasked Estep 
Score: -18375754.000000 Penalty: 3857.735596
	Iteration 44Q: 3 clusters Score -1.837575e+07 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78111 members 
Mstep: Class 2 contains 64797 members 
Entering Unmasked Estep 
Score: -18375752.000000 Penalty: 3857.735596
	Iteration 45Q: 3 clusters Score -1.837575e+07 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77719 members 
Mstep: Class 2 contains 65189 members 
Entering Unmasked Estep 
Score: -18375784.000000 Penalty: 3857.735596
	Iteration 46Q: 3 clusters Score -1.837578e+07 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77352 members 
Mstep: Class 2 contains 65556 members 
Entering Unmasked Estep 
Score: -18375776.000000 Penalty: 3857.735596
	Iteration 47Q: 3 clusters Score -1.837578e+07 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76987 members 
Mstep: Class 2 contains 65921 members 
Entering Unmasked Estep 
Score: -18375786.000000 Penalty: 3857.735596
	Iteration 48Q: 3 clusters Score -1.837579e+07 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76623 members 
Mstep: Class 2 contains 66285 members 
Entering Unmasked Estep 
Score: -18375812.000000 Penalty: 3857.735596
	Iteration 49Q: 3 clusters Score -1.837581e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76255 members 
Mstep: Class 2 contains 66653 members 
Entering Unmasked Estep 
Score: -18375868.000000 Penalty: 3857.735596
	Iteration 50Q: 3 clusters Score -1.837587e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75921 members 
Mstep: Class 2 contains 66987 members 
Entering Unmasked Estep 
Score: -18375878.000000 Penalty: 3857.735596
	Iteration 51Q: 3 clusters Score -1.837588e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75603 members 
Mstep: Class 2 contains 67305 members 
Entering Unmasked Estep 
Score: -18375860.000000 Penalty: 3857.735596
	Iteration 52Q: 3 clusters Score -1.837586e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75297 members 
Mstep: Class 2 contains 67611 members 
Entering Unmasked Estep 
Score: -18375864.000000 Penalty: 3857.735596
	Iteration 53Q: 3 clusters Score -1.837586e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74991 members 
Mstep: Class 2 contains 67917 members 
Entering Unmasked Estep 
Score: -18375892.000000 Penalty: 3857.735596
	Iteration 54Q: 3 clusters Score -1.837589e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74691 members 
Mstep: Class 2 contains 68217 members 
Entering Unmasked Estep 
Score: -18375858.000000 Penalty: 3857.735596
	Iteration 55Q: 3 clusters Score -1.837586e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74411 members 
Mstep: Class 2 contains 68497 members 
Entering Unmasked Estep 
Score: -18375848.000000 Penalty: 3857.735596
	Iteration 56Q: 3 clusters Score -1.837585e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74181 members 
Mstep: Class 2 contains 68727 members 
Entering Unmasked Estep 
Score: -18375826.000000 Penalty: 3857.735596
	Iteration 57Q: 3 clusters Score -1.837583e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73949 members 
Mstep: Class 2 contains 68959 members 
Entering Unmasked Estep 
Score: -18375806.000000 Penalty: 3857.735596
	Iteration 58Q: 3 clusters Score -1.837581e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73705 members 
Mstep: Class 2 contains 69203 members 
Entering Unmasked Estep 
Score: -18375790.000000 Penalty: 3857.735596
	Iteration 59Q: 3 clusters Score -1.837579e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73431 members 
Mstep: Class 2 contains 69477 members 
Entering Unmasked Estep 
Score: -18375806.000000 Penalty: 3857.735596
	Iteration 60F: 3 clusters Score -1.837581e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73190 members 
Mstep: Class 2 contains 69718 members 
Entering Unmasked Estep 
Score: -18375796.000000 Penalty: 3857.735596
	Iteration 61Q: 3 clusters Score -1.83758e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72982 members 
Mstep: Class 2 contains 69926 members 
Entering Unmasked Estep 
Score: -18375772.000000 Penalty: 3857.735596
	Iteration 62Q: 3 clusters Score -1.837577e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72740 members 
Mstep: Class 2 contains 70168 members 
Entering Unmasked Estep 
Score: -18375772.000000 Penalty: 3857.735596
	Iteration 63Q: 3 clusters Score -1.837577e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72517 members 
Mstep: Class 2 contains 70391 members 
Entering Unmasked Estep 
Score: -18375772.000000 Penalty: 3857.735596
	Iteration 64Q: 3 clusters Score -1.837577e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72340 members 
Mstep: Class 2 contains 70568 members 
Entering Unmasked Estep 
Score: -18375768.000000 Penalty: 3857.735596
	Iteration 65Q: 3 clusters Score -1.837577e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72156 members 
Mstep: Class 2 contains 70752 members 
Entering Unmasked Estep 
Score: -18375778.000000 Penalty: 3857.735596
	Iteration 66Q: 3 clusters Score -1.837578e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71991 members 
Mstep: Class 2 contains 70917 members 
Entering Unmasked Estep 
Score: -18375754.000000 Penalty: 3857.735596
	Iteration 67Q: 3 clusters Score -1.837575e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71845 members 
Mstep: Class 2 contains 71063 members 
Entering Unmasked Estep 
Score: -18375772.000000 Penalty: 3857.735596
	Iteration 68Q: 3 clusters Score -1.837577e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71719 members 
Mstep: Class 2 contains 71189 members 
Entering Unmasked Estep 
Score: -18375798.000000 Penalty: 3857.735596
	Iteration 69Q: 3 clusters Score -1.83758e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71618 members 
Mstep: Class 2 contains 71290 members 
Entering Unmasked Estep 
Score: -18375790.000000 Penalty: 3857.735596
	Iteration 70Q: 3 clusters Score -1.837579e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71522 members 
Mstep: Class 2 contains 71386 members 
Entering Unmasked Estep 
Score: -18375834.000000 Penalty: 3857.735596
	Iteration 71Q: 3 clusters Score -1.837583e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71421 members 
Mstep: Class 2 contains 71487 members 
Entering Unmasked Estep 
Score: -18375872.000000 Penalty: 3857.735596
	Iteration 72Q: 3 clusters Score -1.837587e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71302 members 
Mstep: Class 2 contains 71606 members 
Entering Unmasked Estep 
Score: -18375842.000000 Penalty: 3857.735596
	Iteration 73Q: 3 clusters Score -1.837584e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71172 members 
Mstep: Class 2 contains 71736 members 
Entering Unmasked Estep 
Score: -18375820.000000 Penalty: 3857.735596
	Iteration 74Q: 3 clusters Score -1.837582e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71034 members 
Mstep: Class 2 contains 71874 members 
Entering Unmasked Estep 
Score: -18375878.000000 Penalty: 3857.735596
	Iteration 75Q: 3 clusters Score -1.837588e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70854 members 
Mstep: Class 2 contains 72054 members 
Entering Unmasked Estep 
Score: -18375852.000000 Penalty: 3857.735596
	Iteration 76Q: 3 clusters Score -1.837585e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70668 members 
Mstep: Class 2 contains 72240 members 
Entering Unmasked Estep 
Score: -18375828.000000 Penalty: 3857.735596
	Iteration 77Q: 3 clusters Score -1.837583e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70501 members 
Mstep: Class 2 contains 72407 members 
Entering Unmasked Estep 
Score: -18375796.000000 Penalty: 3857.735596
	Iteration 78Q: 3 clusters Score -1.83758e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70343 members 
Mstep: Class 2 contains 72565 members 
Entering Unmasked Estep 
Score: -18375848.000000 Penalty: 3857.735596
	Iteration 79Q: 3 clusters Score -1.837585e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70202 members 
Mstep: Class 2 contains 72706 members 
Entering Unmasked Estep 
Score: -18375894.000000 Penalty: 3857.735596
	Iteration 80F: 3 clusters Score -1.837589e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70071 members 
Mstep: Class 2 contains 72837 members 
Entering Unmasked Estep 
Score: -18375910.000000 Penalty: 3857.735596
	Iteration 81Q: 3 clusters Score -1.837591e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69934 members 
Mstep: Class 2 contains 72974 members 
Entering Unmasked Estep 
Score: -18375924.000000 Penalty: 3857.735596
	Iteration 82Q: 3 clusters Score -1.837592e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69790 members 
Mstep: Class 2 contains 73118 members 
Entering Unmasked Estep 
Score: -18375958.000000 Penalty: 3857.735596
	Iteration 83Q: 3 clusters Score -1.837596e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69652 members 
Mstep: Class 2 contains 73256 members 
Entering Unmasked Estep 
Score: -18375976.000000 Penalty: 3857.735596
	Iteration 84Q: 3 clusters Score -1.837598e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69483 members 
Mstep: Class 2 contains 73425 members 
Entering Unmasked Estep 
Score: -18375892.000000 Penalty: 3857.735596
	Iteration 85Q: 3 clusters Score -1.837589e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69286 members 
Mstep: Class 2 contains 73622 members 
Entering Unmasked Estep 
Score: -18375966.000000 Penalty: 3857.735596
	Iteration 86Q: 3 clusters Score -1.837597e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69094 members 
Mstep: Class 2 contains 73814 members 
Entering Unmasked Estep 
Score: -18376012.000000 Penalty: 3857.735596
	Iteration 87Q: 3 clusters Score -1.837601e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68857 members 
Mstep: Class 2 contains 74051 members 
Entering Unmasked Estep 
Score: -18376056.000000 Penalty: 3857.735596
	Iteration 88Q: 3 clusters Score -1.837606e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68618 members 
Mstep: Class 2 contains 74290 members 
Entering Unmasked Estep 
Score: -18376048.000000 Penalty: 3857.735596
	Iteration 89Q: 3 clusters Score -1.837605e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68402 members 
Mstep: Class 2 contains 74506 members 
Entering Unmasked Estep 
Score: -18376020.000000 Penalty: 3857.735596
	Iteration 90Q: 3 clusters Score -1.837602e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68148 members 
Mstep: Class 2 contains 74760 members 
Entering Unmasked Estep 
Score: -18376022.000000 Penalty: 3857.735596
	Iteration 91Q: 3 clusters Score -1.837602e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67897 members 
Mstep: Class 2 contains 75011 members 
Entering Unmasked Estep 
Score: -18376058.000000 Penalty: 3857.735596
	Iteration 92Q: 3 clusters Score -1.837606e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67634 members 
Mstep: Class 2 contains 75274 members 
Entering Unmasked Estep 
Score: -18376112.000000 Penalty: 3857.735596
	Iteration 93Q: 3 clusters Score -1.837611e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67354 members 
Mstep: Class 2 contains 75554 members 
Entering Unmasked Estep 
Score: -18376134.000000 Penalty: 3857.735596
	Iteration 94Q: 3 clusters Score -1.837613e+07 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67060 members 
Mstep: Class 2 contains 75848 members 
Entering Unmasked Estep 
Score: -18376192.000000 Penalty: 3857.735596
	Iteration 95Q: 3 clusters Score -1.837619e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66712 members 
Mstep: Class 2 contains 76196 members 
Entering Unmasked Estep 
Score: -18376118.000000 Penalty: 3857.735596
	Iteration 96Q: 3 clusters Score -1.837612e+07 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66345 members 
Mstep: Class 2 contains 76563 members 
Entering Unmasked Estep 
Score: -18376144.000000 Penalty: 3857.735596
	Iteration 97Q: 3 clusters Score -1.837614e+07 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65949 members 
Mstep: Class 2 contains 76959 members 
Entering Unmasked Estep 
Score: -18376110.000000 Penalty: 3857.735596
	Iteration 98Q: 3 clusters Score -1.837611e+07 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65574 members 
Mstep: Class 2 contains 77334 members 
Entering Unmasked Estep 
Score: -18376136.000000 Penalty: 3857.735596
	Iteration 99Q: 3 clusters Score -1.837614e+07 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65210 members 
Mstep: Class 2 contains 77698 members 
Entering Unmasked Estep 
Score: -18376166.000000 Penalty: 3857.735596
	Iteration 100F: 3 clusters Score -1.837617e+07 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64810 members 
Mstep: Class 2 contains 78098 members 
Entering Unmasked Estep 
Score: -18376218.000000 Penalty: 3857.735596
	Iteration 101Q: 3 clusters Score -1.837622e+07 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64359 members 
Mstep: Class 2 contains 78549 members 
Entering Unmasked Estep 
Score: -18376204.000000 Penalty: 3857.735596
	Iteration 102Q: 3 clusters Score -1.83762e+07 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63884 members 
Mstep: Class 2 contains 79024 members 
Entering Unmasked Estep 
Score: -18376148.000000 Penalty: 3857.735596
	Iteration 103Q: 3 clusters Score -1.837615e+07 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63336 members 
Mstep: Class 2 contains 79572 members 
Entering Unmasked Estep 
Score: -18376178.000000 Penalty: 3857.735596
	Iteration 104Q: 3 clusters Score -1.837618e+07 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62689 members 
Mstep: Class 2 contains 80219 members 
Entering Unmasked Estep 
Score: -18376234.000000 Penalty: 3857.735596
	Iteration 105Q: 3 clusters Score -1.837623e+07 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62021 members 
Mstep: Class 2 contains 80887 members 
Entering Unmasked Estep 
Score: -18376248.000000 Penalty: 3857.735596
	Iteration 106Q: 3 clusters Score -1.837625e+07 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61311 members 
Mstep: Class 2 contains 81597 members 
Entering Unmasked Estep 
Score: -18376274.000000 Penalty: 3857.735596
	Iteration 107Q: 3 clusters Score -1.837627e+07 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60567 members 
Mstep: Class 2 contains 82341 members 
Entering Unmasked Estep 
Score: -18376298.000000 Penalty: 3857.735596
	Iteration 108Q: 3 clusters Score -1.83763e+07 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59768 members 
Mstep: Class 2 contains 83140 members 
Entering Unmasked Estep 
Score: -18376216.000000 Penalty: 3857.735596
	Iteration 109Q: 3 clusters Score -1.837622e+07 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58903 members 
Mstep: Class 2 contains 84005 members 
Entering Unmasked Estep 
Score: -18376208.000000 Penalty: 3857.735596
	Iteration 110Q: 3 clusters Score -1.837621e+07 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57969 members 
Mstep: Class 2 contains 84939 members 
Entering Unmasked Estep 
Score: -18376166.000000 Penalty: 3857.735596
	Iteration 111Q: 3 clusters Score -1.837617e+07 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56972 members 
Mstep: Class 2 contains 85936 members 
Entering Unmasked Estep 
Score: -18376194.000000 Penalty: 3857.735596
	Iteration 112Q: 3 clusters Score -1.837619e+07 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55830 members 
Mstep: Class 2 contains 87078 members 
Entering Unmasked Estep 
Score: -18376180.000000 Penalty: 3857.735596
	Iteration 113Q: 3 clusters Score -1.837618e+07 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54591 members 
Mstep: Class 2 contains 88317 members 
Entering Unmasked Estep 
Score: -18376238.000000 Penalty: 3857.735596
	Iteration 114Q: 3 clusters Score -1.837624e+07 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53236 members 
Mstep: Class 2 contains 89672 members 
Entering Unmasked Estep 
Score: -18376270.000000 Penalty: 3857.735596
	Iteration 115Q: 3 clusters Score -1.837627e+07 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51745 members 
Mstep: Class 2 contains 91163 members 
Entering Unmasked Estep 
Score: -18376408.000000 Penalty: 3857.735596
	Iteration 116Q: 3 clusters Score -1.837641e+07 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50092 members 
Mstep: Class 2 contains 92816 members 
Entering Unmasked Estep 
Score: -18376500.000000 Penalty: 3857.735596
	Iteration 117Q: 3 clusters Score -1.83765e+07 nChanged 1949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48275 members 
Mstep: Class 2 contains 94633 members 
Entering Unmasked Estep 
Score: -18376720.000000 Penalty: 3857.735596
	Iteration 118Q: 3 clusters Score -1.837672e+07 nChanged 2052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46347 members 
Mstep: Class 2 contains 96561 members 
Entering Unmasked Estep 
Score: -18376876.000000 Penalty: 3857.735596
	Iteration 119Q: 3 clusters Score -1.837688e+07 nChanged 2199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44282 members 
Mstep: Class 2 contains 98626 members 
Entering Unmasked Estep 
Score: -18377094.000000 Penalty: 3857.735596
	Iteration 120F: 3 clusters Score -1.837709e+07 nChanged 2328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42106 members 
Mstep: Class 2 contains 100802 members 
Entering Unmasked Estep 
Score: -18377402.000000 Penalty: 3857.735596
	Iteration 121Q: 3 clusters Score -1.83774e+07 nChanged 2480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39774 members 
Mstep: Class 2 contains 103134 members 
Entering Unmasked Estep 
Score: -18377736.000000 Penalty: 3857.735596
	Iteration 122Q: 3 clusters Score -1.837774e+07 nChanged 2524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37408 members 
Mstep: Class 2 contains 105500 members 
Entering Unmasked Estep 
Score: -18378132.000000 Penalty: 3857.735596
	Iteration 123Q: 3 clusters Score -1.837813e+07 nChanged 2520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35030 members 
Mstep: Class 2 contains 107878 members 
Entering Unmasked Estep 
Score: -18378628.000000 Penalty: 3857.735596
	Iteration 124Q: 3 clusters Score -1.837863e+07 nChanged 2517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32655 members 
Mstep: Class 2 contains 110253 members 
Entering Unmasked Estep 
Score: -18378982.000000 Penalty: 3857.735596
	Iteration 125Q: 3 clusters Score -1.837898e+07 nChanged 2406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30427 members 
Mstep: Class 2 contains 112481 members 
Entering Unmasked Estep 
Score: -18379400.000000 Penalty: 3857.735596
	Iteration 126Q: 3 clusters Score -1.83794e+07 nChanged 2338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28281 members 
Mstep: Class 2 contains 114627 members 
Entering Unmasked Estep 
Score: -18379980.000000 Penalty: 3857.735596
	Iteration 127Q: 3 clusters Score -1.837998e+07 nChanged 2236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26197 members 
Mstep: Class 2 contains 116711 members 
Entering Unmasked Estep 
Score: -18380530.000000 Penalty: 3857.735596
	Iteration 128Q: 3 clusters Score -1.838053e+07 nChanged 2154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24185 members 
Mstep: Class 2 contains 118723 members 
Entering Unmasked Estep 
Score: -18380862.000000 Penalty: 3857.735596
	Iteration 129Q: 3 clusters Score -1.838086e+07 nChanged 2151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22178 members 
Mstep: Class 2 contains 120730 members 
Entering Unmasked Estep 
Score: -18381360.000000 Penalty: 3857.735596
	Iteration 130Q: 3 clusters Score -1.838136e+07 nChanged 2132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20148 members 
Mstep: Class 2 contains 122760 members 
Entering Unmasked Estep 
Score: -18381894.000000 Penalty: 3857.735596
	Iteration 131Q: 3 clusters Score -1.838189e+07 nChanged 2174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18066 members 
Mstep: Class 2 contains 124842 members 
Entering Unmasked Estep 
Score: -18382350.000000 Penalty: 3857.735596
	Iteration 132Q: 3 clusters Score -1.838235e+07 nChanged 2094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16058 members 
Mstep: Class 2 contains 126850 members 
Entering Unmasked Estep 
Score: -18382606.000000 Penalty: 3857.735596
	Iteration 133Q: 3 clusters Score -1.838261e+07 nChanged 2074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14060 members 
Mstep: Class 2 contains 128848 members 
Entering Unmasked Estep 
Score: -18382816.000000 Penalty: 3857.735596
	Iteration 134Q: 3 clusters Score -1.838282e+07 nChanged 1891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12253 members 
Mstep: Class 2 contains 130655 members 
Entering Unmasked Estep 
Score: -18382902.000000 Penalty: 3857.735596
	Iteration 135Q: 3 clusters Score -1.83829e+07 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10605 members 
Mstep: Class 2 contains 132303 members 
Entering Unmasked Estep 
Score: -18383062.000000 Penalty: 3857.735596
	Iteration 136Q: 3 clusters Score -1.838306e+07 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9172 members 
Mstep: Class 2 contains 133736 members 
Entering Unmasked Estep 
Score: -18383108.000000 Penalty: 3857.735596
	Iteration 137Q: 3 clusters Score -1.838311e+07 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7926 members 
Mstep: Class 2 contains 134982 members 
Entering Unmasked Estep 
Score: -18383292.000000 Penalty: 3857.735596
	Iteration 138Q: 3 clusters Score -1.838329e+07 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6815 members 
Mstep: Class 2 contains 136093 members 
Entering Unmasked Estep 
Score: -18383346.000000 Penalty: 3857.735596
	Iteration 139Q: 3 clusters Score -1.838335e+07 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5832 members 
Mstep: Class 2 contains 137076 members 
Entering Unmasked Estep 
Score: -18383368.000000 Penalty: 3857.735596
	Iteration 140F: 3 clusters Score -1.838337e+07 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 137952 members 
Entering Unmasked Estep 
Score: -18383484.000000 Penalty: 3857.735596
	Iteration 141Q: 3 clusters Score -1.838348e+07 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 138712 members 
Entering Unmasked Estep 
Score: -18383500.000000 Penalty: 3857.735596
	Iteration 142Q: 3 clusters Score -1.83835e+07 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 139322 members 
Entering Unmasked Estep 
Score: -18383566.000000 Penalty: 3857.735596
	Iteration 143Q: 3 clusters Score -1.838357e+07 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 139872 members 
Entering Unmasked Estep 
Score: -18383604.000000 Penalty: 3857.735596
	Iteration 144Q: 3 clusters Score -1.83836e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 140300 members 
Entering Unmasked Estep 
Score: -18383656.000000 Penalty: 3857.735596
	Iteration 145Q: 3 clusters Score -1.838366e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 140662 members 
Entering Unmasked Estep 
Score: -18383660.000000 Penalty: 3857.735596
	Iteration 146Q: 3 clusters Score -1.838366e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 140963 members 
Entering Unmasked Estep 
Score: -18383714.000000 Penalty: 3857.735596
	Iteration 147Q: 3 clusters Score -1.838371e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 141217 members 
Entering Unmasked Estep 
Score: -18383782.000000 Penalty: 3857.735596
	Iteration 148Q: 3 clusters Score -1.838378e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 141441 members 
Entering Unmasked Estep 
Score: -18383832.000000 Penalty: 3857.735596
	Iteration 149Q: 3 clusters Score -1.838383e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 141618 members 
Entering Unmasked Estep 
Score: -18383832.000000 Penalty: 3857.735596
	Iteration 150Q: 3 clusters Score -1.838383e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 141767 members 
Entering Unmasked Estep 
Score: -18383874.000000 Penalty: 3857.735596
	Iteration 151Q: 3 clusters Score -1.838387e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 141872 members 
Entering Unmasked Estep 
Score: -18383880.000000 Penalty: 3857.735596
	Iteration 152Q: 3 clusters Score -1.838388e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 141955 members 
Entering Unmasked Estep 
Score: -18383948.000000 Penalty: 3857.735596
	Iteration 153Q: 3 clusters Score -1.838395e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 142023 members 
Entering Unmasked Estep 
Score: -18383958.000000 Penalty: 3857.735596
	Iteration 154Q: 3 clusters Score -1.838396e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 142088 members 
Entering Unmasked Estep 
Score: -18383952.000000 Penalty: 3857.735596
	Iteration 155Q: 3 clusters Score -1.838395e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 142152 members 
Entering Unmasked Estep 
Score: -18384012.000000 Penalty: 3857.735596
	Iteration 156Q: 3 clusters Score -1.838401e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 142203 members 
Entering Unmasked Estep 
Score: -18384020.000000 Penalty: 3857.735596
	Iteration 157Q: 3 clusters Score -1.838402e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 142243 members 
Entering Unmasked Estep 
Score: -18384046.000000 Penalty: 3857.735596
	Iteration 158Q: 3 clusters Score -1.838405e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 142264 members 
Entering Unmasked Estep 
Score: -18384042.000000 Penalty: 3857.735596
	Iteration 159Q: 3 clusters Score -1.838404e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 142286 members 
Entering Unmasked Estep 
Score: -18384068.000000 Penalty: 3857.735596
	Iteration 160F: 3 clusters Score -1.838407e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 142300 members 
Entering Unmasked Estep 
Score: -18384076.000000 Penalty: 3857.735596
	Iteration 161Q: 3 clusters Score -1.838408e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 142314 members 
Entering Unmasked Estep 
Score: -18384094.000000 Penalty: 3857.735596
	Iteration 162Q: 3 clusters Score -1.838409e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 142326 members 
Entering Unmasked Estep 
Score: -18384092.000000 Penalty: 3857.735596
	Iteration 163Q: 3 clusters Score -1.838409e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 142333 members 
Entering Unmasked Estep 
Score: -18384104.000000 Penalty: 3857.735596
	Iteration 164Q: 3 clusters Score -1.83841e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 142339 members 
Entering Unmasked Estep 
Score: -18384100.000000 Penalty: 3857.735596
	Iteration 165Q: 3 clusters Score -1.83841e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 142346 members 
Entering Unmasked Estep 
Score: -18384114.000000 Penalty: 3857.735596
	Iteration 166Q: 3 clusters Score -1.838411e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 142355 members 
Entering Unmasked Estep 
Score: -18384122.000000 Penalty: 3857.735596
	Iteration 167Q: 3 clusters Score -1.838412e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 142361 members 
Entering Unmasked Estep 
Score: -18384132.000000 Penalty: 3857.735596
	Iteration 168Q: 3 clusters Score -1.838413e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 142364 members 
Entering Unmasked Estep 
Score: -18384124.000000 Penalty: 3857.735596
	Iteration 169Q: 3 clusters Score -1.838412e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 142368 members 
Entering Unmasked Estep 
Score: -18384130.000000 Penalty: 3857.735596
	Iteration 170Q: 3 clusters Score -1.838413e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 142372 members 
Entering Unmasked Estep 
Score: -18384130.000000 Penalty: 3857.735596
	Iteration 171Q: 3 clusters Score -1.838413e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 142377 members 
Entering Unmasked Estep 
Score: -18384136.000000 Penalty: 3857.735596
	Iteration 172Q: 3 clusters Score -1.838414e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 142382 members 
Entering Unmasked Estep 
Score: -18384144.000000 Penalty: 3857.735596
	Iteration 173Q: 3 clusters Score -1.838414e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 142384 members 
Entering Unmasked Estep 
Score: -18384128.000000 Penalty: 3857.735596
	Iteration 174Q: 3 clusters Score -1.838413e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 142386 members 
Entering Unmasked Estep 
Score: -18384132.000000 Penalty: 3857.735596
	Iteration 175Q: 3 clusters Score -1.838413e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 142390 members 
Entering Unmasked Estep 
Score: -18384134.000000 Penalty: 3857.735596
	Iteration 176Q: 3 clusters Score -1.838413e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 142391 members 
Entering Unmasked Estep 
Score: -18384138.000000 Penalty: 3857.735596
	Iteration 177Q: 3 clusters Score -1.838414e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 142391 members 
Entering Unmasked Estep 
Score: -18384138.000000 Penalty: 3857.735596
	Iteration 178F: 3 clusters Score -1.838414e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (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: -60599.109375 Penalty: 1003.240234
	Iteration 0F: 2 clusters Score -60599.11 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 256 members 
Entering Unmasked Estep 
Score: -59541.023438 Penalty: 2006.480469
	Iteration 0F: 3 clusters Score -59541.02 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -59700.457031 Penalty: 2006.480469
	Iteration 1F: 3 clusters Score -59700.46 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -59736.316406 Penalty: 2006.480469
	Iteration 2F: 3 clusters Score -59736.32 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -59753.527344 Penalty: 2006.480469
	Iteration 3Q: 3 clusters Score -59753.53 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -59763.027344 Penalty: 2006.480469
	Iteration 4Q: 3 clusters Score -59763.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -59763.582031 Penalty: 2006.480469
	Iteration 5Q: 3 clusters Score -59763.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -59763.582031 Penalty: 2006.480469
	Iteration 6F: 3 clusters Score -59763.58 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (3985 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Entering Unmasked Estep 
Score: -415401.531250 Penalty: 1347.172607
	Iteration 0F: 2 clusters Score -415401.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -412142.906250 Penalty: 2694.345215
	Iteration 0F: 3 clusters Score -412142.9 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -413485.937500 Penalty: 2694.345215
	Iteration 1F: 3 clusters Score -413485.9 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -414057.375000 Penalty: 2694.345215
	Iteration 2F: 3 clusters Score -414057.4 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -414408.875000 Penalty: 2694.345215
	Iteration 3F: 3 clusters Score -414408.9 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -414627.187500 Penalty: 2694.345215
	Iteration 4F: 3 clusters Score -414627.2 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -414782.750000 Penalty: 2694.345215
	Iteration 5F: 3 clusters Score -414782.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -414868.156250 Penalty: 2694.345215
	Iteration 6Q: 3 clusters Score -414868.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -414942.531250 Penalty: 2694.345215
	Iteration 7Q: 3 clusters Score -414942.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -415021.375000 Penalty: 2694.345215
	Iteration 8Q: 3 clusters Score -415021.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -415084.656250 Penalty: 2694.345215
	Iteration 9Q: 3 clusters Score -415084.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -415123.687500 Penalty: 2694.345215
	Iteration 10Q: 3 clusters Score -415123.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -415156.812500 Penalty: 2694.345215
	Iteration 11Q: 3 clusters Score -415156.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -415192.812500 Penalty: 2694.345215
	Iteration 12Q: 3 clusters Score -415192.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -415234.656250 Penalty: 2694.345215
	Iteration 13Q: 3 clusters Score -415234.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -415301.968750 Penalty: 2694.345215
	Iteration 14Q: 3 clusters Score -415302 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -415357.031250 Penalty: 2694.345215
	Iteration 15Q: 3 clusters Score -415357 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -415387.000000 Penalty: 2694.345215
	Iteration 16Q: 3 clusters Score -415387 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -415410.218750 Penalty: 2694.345215
	Iteration 17Q: 3 clusters Score -415410.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -415430.312500 Penalty: 2694.345215
	Iteration 18Q: 3 clusters Score -415430.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -415448.812500 Penalty: 2694.345215
	Iteration 19Q: 3 clusters Score -415448.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -415454.218750 Penalty: 2694.345215
	Iteration 20F: 3 clusters Score -415454.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -415458.218750 Penalty: 2694.345215
	Iteration 21Q: 3 clusters Score -415458.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -415461.062500 Penalty: 2694.345215
	Iteration 22Q: 3 clusters Score -415461.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -415463.406250 Penalty: 2694.345215
	Iteration 23Q: 3 clusters Score -415463.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -415465.031250 Penalty: 2694.345215
	Iteration 24Q: 3 clusters Score -415465 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -415465.750000 Penalty: 2694.345215
	Iteration 25Q: 3 clusters Score -415465.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -415465.437500 Penalty: 2694.345215
	Iteration 26Q: 3 clusters Score -415465.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -415465.437500 Penalty: 2694.345215
	Iteration 27F: 3 clusters Score -415465.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 7223 members 
Mstep: Class 2 contains 3000 members 
Mstep: Class 3 contains 13872 members 
Mstep: Class 4 contains 2396 members 
Mstep: Class 5 contains 2016 members 
Mstep: Class 6 contains 2020 members 
Mstep: Class 7 contains 74325 members 
Mstep: Class 8 contains 11127 members 
Mstep: Class 9 contains 44714 members 
Mstep: Class 10 contains 14218 members 
Mstep: Class 11 contains 42206 members 
Mstep: Class 12 contains 46904 members 
Mstep: Class 13 contains 31583 members 
Mstep: Class 14 contains 3265 members 
Mstep: Class 15 contains 12399 members 
Mstep: Class 16 contains 30305 members 
Mstep: Class 17 contains 14980 members 
Mstep: Class 18 contains 14056 members 
Mstep: Class 19 contains 26263 members 
Mstep: Class 20 contains 2000 members 
Mstep: Class 21 contains 13390 members 
Mstep: Class 22 contains 435 members 
Mstep: Class 23 contains 9573 members 
Mstep: Class 24 contains 8431 members 
Mstep: Class 25 contains 34063 members 
Mstep: Class 26 contains 6077 members 
Mstep: Class 27 contains 26542 members 
Mstep: Class 28 contains 25924 members 
Mstep: Class 29 contains 18943 members 
Mstep: Class 30 contains 4140 members 
Mstep: Class 31 contains 17811 members 
Mstep: Class 32 contains 4813 members 
Mstep: Class 33 contains 4061 members 
Mstep: Class 34 contains 2333 members 
Mstep: Class 35 contains 5252 members 
Mstep: Class 36 contains 3555 members 
Mstep: Class 37 contains 2766 members 
Mstep: Class 38 contains 2085 members 
Mstep: Class 39 contains 1041 members 
Mstep: Class 40 contains 22194 members 
Mstep: Class 41 contains 3183 members 
Mstep: Class 42 contains 4772 members 
Mstep: Class 43 contains 12704 members 
Mstep: Class 44 contains 5307 members 
Mstep: Class 45 contains 142908 members 
Mstep: Class 46 contains 480 members 
Mstep: Class 47 contains 885 members 
Mstep: Class 48 contains 3152 members 
Mstep: Class 49 contains 11895 members 
Mstep: Class 50 contains 19888 members 
Mstep: Class 51 contains 3100 members 
Entering Unmasked Estep 
Score: -100310816.000000 Penalty: 112857.750000
Splitting cluster 47 changes total score from -100311736.000000 to -100310816.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 48 (3152 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Entering Unmasked Estep 
Score: -396412.000000 Penalty: 1309.066284
	Iteration 0F: 2 clusters Score -396412 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -393581.218750 Penalty: 2618.132568
	Iteration 0F: 3 clusters Score -393581.2 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -394324.937500 Penalty: 2618.132568
	Iteration 1F: 3 clusters Score -394324.9 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -394469.250000 Penalty: 2618.132568
	Iteration 2F: 3 clusters Score -394469.2 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -394560.593750 Penalty: 2618.132568
	Iteration 3Q: 3 clusters Score -394560.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -394641.843750 Penalty: 2618.132568
	Iteration 4Q: 3 clusters Score -394641.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -394761.718750 Penalty: 2618.132568
	Iteration 5Q: 3 clusters Score -394761.7 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -394886.968750 Penalty: 2618.132568
	Iteration 6Q: 3 clusters Score -394887 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -394986.750000 Penalty: 2618.132568
	Iteration 7Q: 3 clusters Score -394986.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -395047.437500 Penalty: 2618.132568
	Iteration 8Q: 3 clusters Score -395047.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -395101.687500 Penalty: 2618.132568
	Iteration 9Q: 3 clusters Score -395101.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -395141.406250 Penalty: 2618.132568
	Iteration 10Q: 3 clusters Score -395141.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -395173.656250 Penalty: 2618.132568
	Iteration 11Q: 3 clusters Score -395173.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -395199.437500 Penalty: 2618.132568
	Iteration 12Q: 3 clusters Score -395199.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -395218.781250 Penalty: 2618.132568
	Iteration 13Q: 3 clusters Score -395218.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -395233.531250 Penalty: 2618.132568
	Iteration 14Q: 3 clusters Score -395233.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -395246.468750 Penalty: 2618.132568
	Iteration 15Q: 3 clusters Score -395246.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -395258.500000 Penalty: 2618.132568
	Iteration 16Q: 3 clusters Score -395258.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -395269.656250 Penalty: 2618.132568
	Iteration 17Q: 3 clusters Score -395269.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -395280.906250 Penalty: 2618.132568
	Iteration 18Q: 3 clusters Score -395280.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -395286.312500 Penalty: 2618.132568
	Iteration 19Q: 3 clusters Score -395286.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -395288.468750 Penalty: 2618.132568
	Iteration 20F: 3 clusters Score -395288.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -395291.375000 Penalty: 2618.132568
	Iteration 21Q: 3 clusters Score -395291.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -395295.250000 Penalty: 2618.132568
	Iteration 22Q: 3 clusters Score -395295.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -395298.843750 Penalty: 2618.132568
	Iteration 23Q: 3 clusters Score -395298.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -395301.062500 Penalty: 2618.132568
	Iteration 24Q: 3 clusters Score -395301.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -395303.218750 Penalty: 2618.132568
	Iteration 25Q: 3 clusters Score -395303.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -395306.906250 Penalty: 2618.132568
	Iteration 26Q: 3 clusters Score -395306.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -395312.500000 Penalty: 2618.132568
	Iteration 27Q: 3 clusters Score -395312.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -395316.093750 Penalty: 2618.132568
	Iteration 28Q: 3 clusters Score -395316.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -395318.375000 Penalty: 2618.132568
	Iteration 29Q: 3 clusters Score -395318.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -395322.906250 Penalty: 2618.132568
	Iteration 30Q: 3 clusters Score -395322.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -395329.500000 Penalty: 2618.132568
	Iteration 31Q: 3 clusters Score -395329.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -395333.218750 Penalty: 2618.132568
	Iteration 32Q: 3 clusters Score -395333.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -395335.781250 Penalty: 2618.132568
	Iteration 33Q: 3 clusters Score -395335.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -395338.687500 Penalty: 2618.132568
	Iteration 34Q: 3 clusters Score -395338.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -395340.093750 Penalty: 2618.132568
	Iteration 35Q: 3 clusters Score -395340.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -395341.406250 Penalty: 2618.132568
	Iteration 36Q: 3 clusters Score -395341.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -395342.718750 Penalty: 2618.132568
	Iteration 37Q: 3 clusters Score -395342.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -395342.781250 Penalty: 2618.132568
	Iteration 38Q: 3 clusters Score -395342.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -395343.156250 Penalty: 2618.132568
	Iteration 39Q: 3 clusters Score -395343.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -395343.156250 Penalty: 2618.132568
	Iteration 40F: 3 clusters Score -395343.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (11895 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11895 members 
Entering Unmasked Estep 
Score: -1516211.250000 Penalty: 1524.879395
	Iteration 0F: 2 clusters Score -1516211 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6007 members 
Mstep: Class 2 contains 5888 members 
Entering Unmasked Estep 
Score: -1507766.375000 Penalty: 3049.758789
	Iteration 0F: 3 clusters Score -1507766 nChanged 5247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6492 members 
Mstep: Class 2 contains 5403 members 
Entering Unmasked Estep 
Score: -1510632.875000 Penalty: 3049.758789
	Iteration 1F: 3 clusters Score -1510633 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6769 members 
Mstep: Class 2 contains 5126 members 
Entering Unmasked Estep 
Score: -1510882.250000 Penalty: 3049.758789
	Iteration 2F: 3 clusters Score -1510882 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7106 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -1511114.625000 Penalty: 3049.758789
	Iteration 3Q: 3 clusters Score -1511115 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7492 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -1511331.875000 Penalty: 3049.758789
	Iteration 4Q: 3 clusters Score -1511332 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7990 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -1511629.000000 Penalty: 3049.758789
	Iteration 5Q: 3 clusters Score -1511629 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8603 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -1512055.625000 Penalty: 3049.758789
	Iteration 6F: 3 clusters Score -1512056 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9324 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -1512601.875000 Penalty: 3049.758789
	Iteration 7F: 3 clusters Score -1512602 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10075 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -1513243.000000 Penalty: 3049.758789
	Iteration 8F: 3 clusters Score -1513243 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10739 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -1513839.125000 Penalty: 3049.758789
	Iteration 9F: 3 clusters Score -1513839 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11206 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -1514255.000000 Penalty: 3049.758789
	Iteration 10Q: 3 clusters Score -1514255 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11476 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -1514514.125000 Penalty: 3049.758789
	Iteration 11Q: 3 clusters Score -1514514 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11616 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -1514680.000000 Penalty: 3049.758789
	Iteration 12Q: 3 clusters Score -1514680 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11674 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -1514761.625000 Penalty: 3049.758789
	Iteration 13Q: 3 clusters Score -1514762 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11702 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -1514799.250000 Penalty: 3049.758789
	Iteration 14Q: 3 clusters Score -1514799 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11716 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -1514827.750000 Penalty: 3049.758789
	Iteration 15Q: 3 clusters Score -1514828 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11726 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -1514839.750000 Penalty: 3049.758789
	Iteration 16Q: 3 clusters Score -1514840 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11729 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -1514850.125000 Penalty: 3049.758789
	Iteration 17Q: 3 clusters Score -1514850 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11729 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -1514852.250000 Penalty: 3049.758789
	Iteration 18Q: 3 clusters Score -1514852 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11730 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -1514855.250000 Penalty: 3049.758789
	Iteration 19Q: 3 clusters Score -1514855 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11733 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -1514862.125000 Penalty: 3049.758789
	Iteration 20F: 3 clusters Score -1514862 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11733 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -1514865.875000 Penalty: 3049.758789
	Iteration 21Q: 3 clusters Score -1514866 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11733 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -1514865.875000 Penalty: 3049.758789
	Iteration 22F: 3 clusters Score -1514866 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (19888 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19888 members 
Entering Unmasked Estep 
Score: -2522490.750000 Penalty: 1608.404175
	Iteration 0F: 2 clusters Score -2522491 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9948 members 
Mstep: Class 2 contains 9940 members 
Entering Unmasked Estep 
Score: -2508999.750000 Penalty: 3216.808350
	Iteration 0F: 3 clusters Score -2509000 nChanged 8913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9747 members 
Mstep: Class 2 contains 10141 members 
Entering Unmasked Estep 
Score: -2513838.000000 Penalty: 3216.808350
	Iteration 1F: 3 clusters Score -2513838 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9583 members 
Mstep: Class 2 contains 10305 members 
Entering Unmasked Estep 
Score: -2514142.500000 Penalty: 3216.808350
	Iteration 2Q: 3 clusters Score -2514142 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9367 members 
Mstep: Class 2 contains 10521 members 
Entering Unmasked Estep 
Score: -2514394.000000 Penalty: 3216.808350
	Iteration 3Q: 3 clusters Score -2514394 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9077 members 
Mstep: Class 2 contains 10811 members 
Entering Unmasked Estep 
Score: -2514643.750000 Penalty: 3216.808350
	Iteration 4Q: 3 clusters Score -2514644 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8724 members 
Mstep: Class 2 contains 11164 members 
Entering Unmasked Estep 
Score: -2514906.250000 Penalty: 3216.808350
	Iteration 5Q: 3 clusters Score -2514906 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8285 members 
Mstep: Class 2 contains 11603 members 
Entering Unmasked Estep 
Score: -2515245.000000 Penalty: 3216.808350
	Iteration 6Q: 3 clusters Score -2515245 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7683 members 
Mstep: Class 2 contains 12205 members 
Entering Unmasked Estep 
Score: -2515646.750000 Penalty: 3216.808350
	Iteration 7Q: 3 clusters Score -2515647 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6917 members 
Mstep: Class 2 contains 12971 members 
Entering Unmasked Estep 
Score: -2516195.500000 Penalty: 3216.808350
	Iteration 8Q: 3 clusters Score -2516196 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6050 members 
Mstep: Class 2 contains 13838 members 
Entering Unmasked Estep 
Score: -2516845.000000 Penalty: 3216.808350
	Iteration 9F: 3 clusters Score -2516845 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 14806 members 
Entering Unmasked Estep 
Score: -2517676.500000 Penalty: 3216.808350
	Iteration 10F: 3 clusters Score -2517676 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 15750 members 
Entering Unmasked Estep 
Score: -2518535.750000 Penalty: 3216.808350
	Iteration 11F: 3 clusters Score -2518536 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 16504 members 
Entering Unmasked Estep 
Score: -2519283.250000 Penalty: 3216.808350
	Iteration 12Q: 3 clusters Score -2519283 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 17108 members 
Entering Unmasked Estep 
Score: -2519957.000000 Penalty: 3216.808350
	Iteration 13Q: 3 clusters Score -2519957 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 17514 members 
Entering Unmasked Estep 
Score: -2520463.250000 Penalty: 3216.808350
	Iteration 14Q: 3 clusters Score -2520463 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 17773 members 
Entering Unmasked Estep 
Score: -2520739.000000 Penalty: 3216.808350
	Iteration 15Q: 3 clusters Score -2520739 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 17962 members 
Entering Unmasked Estep 
Score: -2520932.000000 Penalty: 3216.808350
	Iteration 16Q: 3 clusters Score -2520932 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 18101 members 
Entering Unmasked Estep 
Score: -2521021.000000 Penalty: 3216.808350
	Iteration 17Q: 3 clusters Score -2521021 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 18202 members 
Entering Unmasked Estep 
Score: -2521076.500000 Penalty: 3216.808350
	Iteration 18Q: 3 clusters Score -2521076 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 18288 members 
Entering Unmasked Estep 
Score: -2521115.500000 Penalty: 3216.808350
	Iteration 19Q: 3 clusters Score -2521116 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 18358 members 
Entering Unmasked Estep 
Score: -2521137.000000 Penalty: 3216.808350
	Iteration 20F: 3 clusters Score -2521137 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 18412 members 
Entering Unmasked Estep 
Score: -2521156.750000 Penalty: 3216.808350
	Iteration 21Q: 3 clusters Score -2521157 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 18459 members 
Entering Unmasked Estep 
Score: -2521167.500000 Penalty: 3216.808350
	Iteration 22Q: 3 clusters Score -2521168 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 18494 members 
Entering Unmasked Estep 
Score: -2521180.000000 Penalty: 3216.808350
	Iteration 23Q: 3 clusters Score -2521180 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 18525 members 
Entering Unmasked Estep 
Score: -2521190.000000 Penalty: 3216.808350
	Iteration 24Q: 3 clusters Score -2521190 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 18554 members 
Entering Unmasked Estep 
Score: -2521200.500000 Penalty: 3216.808350
	Iteration 25Q: 3 clusters Score -2521200 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 18581 members 
Entering Unmasked Estep 
Score: -2521208.500000 Penalty: 3216.808350
	Iteration 26Q: 3 clusters Score -2521208 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 18602 members 
Entering Unmasked Estep 
Score: -2521218.000000 Penalty: 3216.808350
	Iteration 27Q: 3 clusters Score -2521218 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 18628 members 
Entering Unmasked Estep 
Score: -2521231.750000 Penalty: 3216.808350
	Iteration 28Q: 3 clusters Score -2521232 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 18647 members 
Entering Unmasked Estep 
Score: -2521232.750000 Penalty: 3216.808350
	Iteration 29Q: 3 clusters Score -2521233 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 18670 members 
Entering Unmasked Estep 
Score: -2521241.500000 Penalty: 3216.808350
	Iteration 30Q: 3 clusters Score -2521242 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 18684 members 
Entering Unmasked Estep 
Score: -2521245.000000 Penalty: 3216.808350
	Iteration 31Q: 3 clusters Score -2521245 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 18703 members 
Entering Unmasked Estep 
Score: -2521255.500000 Penalty: 3216.808350
	Iteration 32Q: 3 clusters Score -2521256 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 18726 members 
Entering Unmasked Estep 
Score: -2521267.250000 Penalty: 3216.808350
	Iteration 33Q: 3 clusters Score -2521267 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 18752 members 
Entering Unmasked Estep 
Score: -2521278.250000 Penalty: 3216.808350
	Iteration 34Q: 3 clusters Score -2521278 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 18773 members 
Entering Unmasked Estep 
Score: -2521286.000000 Penalty: 3216.808350
	Iteration 35Q: 3 clusters Score -2521286 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 18787 members 
Entering Unmasked Estep 
Score: -2521292.500000 Penalty: 3216.808350
	Iteration 36Q: 3 clusters Score -2521292 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 18797 members 
Entering Unmasked Estep 
Score: -2521293.250000 Penalty: 3216.808350
	Iteration 37Q: 3 clusters Score -2521293 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 18805 members 
Entering Unmasked Estep 
Score: -2521293.250000 Penalty: 3216.808350
	Iteration 38Q: 3 clusters Score -2521293 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 18812 members 
Entering Unmasked Estep 
Score: -2521296.000000 Penalty: 3216.808350
	Iteration 39Q: 3 clusters Score -2521296 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 18819 members 
Entering Unmasked Estep 
Score: -2521298.000000 Penalty: 3216.808350
	Iteration 40F: 3 clusters Score -2521298 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 18823 members 
Entering Unmasked Estep 
Score: -2521298.250000 Penalty: 3216.808350
	Iteration 41Q: 3 clusters Score -2521298 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 18826 members 
Entering Unmasked Estep 
Score: -2521298.750000 Penalty: 3216.808350
	Iteration 42Q: 3 clusters Score -2521299 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 18828 members 
Entering Unmasked Estep 
Score: -2521299.250000 Penalty: 3216.808350
	Iteration 43Q: 3 clusters Score -2521299 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 18830 members 
Entering Unmasked Estep 
Score: -2521298.750000 Penalty: 3216.808350
	Iteration 44Q: 3 clusters Score -2521299 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 18833 members 
Entering Unmasked Estep 
Score: -2521301.250000 Penalty: 3216.808350
	Iteration 45Q: 3 clusters Score -2521301 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 18834 members 
Entering Unmasked Estep 
Score: -2521300.250000 Penalty: 3216.808350
	Iteration 46Q: 3 clusters Score -2521300 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 18835 members 
Entering Unmasked Estep 
Score: -2521299.750000 Penalty: 3216.808350
	Iteration 47Q: 3 clusters Score -2521300 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 18834 members 
Entering Unmasked Estep 
Score: -2521301.500000 Penalty: 3216.808350
	Iteration 48Q: 3 clusters Score -2521302 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 18833 members 
Entering Unmasked Estep 
Score: -2521303.750000 Penalty: 3216.808350
	Iteration 49Q: 3 clusters Score -2521304 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 18834 members 
Entering Unmasked Estep 
Score: -2521300.750000 Penalty: 3216.808350
	Iteration 50Q: 3 clusters Score -2521301 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 18834 members 
Entering Unmasked Estep 
Score: -2521303.000000 Penalty: 3216.808350
	Iteration 51Q: 3 clusters Score -2521303 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 18837 members 
Entering Unmasked Estep 
Score: -2521304.750000 Penalty: 3216.808350
	Iteration 52Q: 3 clusters Score -2521305 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 18840 members 
Entering Unmasked Estep 
Score: -2521304.500000 Penalty: 3216.808350
	Iteration 53Q: 3 clusters Score -2521304 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 18843 members 
Entering Unmasked Estep 
Score: -2521306.500000 Penalty: 3216.808350
	Iteration 54Q: 3 clusters Score -2521306 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 18850 members 
Entering Unmasked Estep 
Score: -2521309.000000 Penalty: 3216.808350
	Iteration 55Q: 3 clusters Score -2521309 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 18854 members 
Entering Unmasked Estep 
Score: -2521311.250000 Penalty: 3216.808350
	Iteration 56Q: 3 clusters Score -2521311 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 18860 members 
Entering Unmasked Estep 
Score: -2521311.500000 Penalty: 3216.808350
	Iteration 57Q: 3 clusters Score -2521312 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 18863 members 
Entering Unmasked Estep 
Score: -2521313.750000 Penalty: 3216.808350
	Iteration 58Q: 3 clusters Score -2521314 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 18866 members 
Entering Unmasked Estep 
Score: -2521314.500000 Penalty: 3216.808350
	Iteration 59Q: 3 clusters Score -2521314 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 18868 members 
Entering Unmasked Estep 
Score: -2521314.000000 Penalty: 3216.808350
	Iteration 60F: 3 clusters Score -2521314 nChanged 0
22->51 Clusters: Score -100311736.000000, best is -100306664.000000
THE BEST YET!

Starting from 23 clusters...
--- Clustering full data set of 820631 points ---
Entering CEM 
Assigned 23 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37175 members 
Mstep: Class 2 contains 37199 members 
Mstep: Class 3 contains 37362 members 
Mstep: Class 4 contains 37728 members 
Mstep: Class 5 contains 37291 members 
Mstep: Class 6 contains 37197 members 
Mstep: Class 7 contains 37350 members 
Mstep: Class 8 contains 37320 members 
Mstep: Class 9 contains 37157 members 
Mstep: Class 10 contains 37207 members 
Mstep: Class 11 contains 37484 members 
Mstep: Class 12 contains 37095 members 
Mstep: Class 13 contains 37372 members 
Mstep: Class 14 contains 37750 members 
Mstep: Class 15 contains 37178 members 
Mstep: Class 16 contains 37562 members 
Mstep: Class 17 contains 37164 members 
Mstep: Class 18 contains 37413 members 
Mstep: Class 19 contains 37104 members 
Mstep: Class 20 contains 37419 members 
Mstep: Class 21 contains 36986 members 
Mstep: Class 22 contains 37118 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -95377232.000000 Penalty: 48683.738281
Iteration 0F: 23 clusters Score -9.537723e+07 nChanged 782120
Entering Unmasked Mstep 
Mstep: Class 0 contains 787 members 
Mstep: Class 1 contains 25758 members 
Mstep: Class 2 contains 26810 members 
Mstep: Class 3 contains 31530 members 
Mstep: Class 4 contains 46593 members 
Mstep: Class 5 contains 22441 members 
Mstep: Class 6 contains 11786 members 
Mstep: Class 7 contains 35790 members 
Mstep: Class 8 contains 104510 members 
Mstep: Class 9 contains 36085 members 
Mstep: Class 10 contains 14390 members 
Mstep: Class 11 contains 28627 members 
Mstep: Class 12 contains 42868 members 
Mstep: Class 13 contains 14058 members 
Mstep: Class 14 contains 59911 members 
Mstep: Class 15 contains 44967 members 
Mstep: Class 16 contains 55232 members 
Mstep: Class 17 contains 67056 members 
Mstep: Class 18 contains 29629 members 
Mstep: Class 19 contains 16218 members 
Mstep: Class 20 contains 43554 members 
Mstep: Class 21 contains 33662 members 
Mstep: Class 22 contains 28369 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -97863720.000000 Penalty: 48683.738281
Iteration 1F: 23 clusters Score -9.786372e+07 nChanged 396515
Entering Unmasked Mstep 
Mstep: Class 0 contains 413 members 
Mstep: Class 1 contains 26840 members 
Mstep: Class 2 contains 18209 members 
Mstep: Class 3 contains 19755 members 
Mstep: Class 4 contains 48594 members 
Mstep: Class 5 contains 19137 members 
Mstep: Class 6 contains 6051 members 
Mstep: Class 7 contains 35118 members 
Mstep: Class 8 contains 202058 members 
Mstep: Class 9 contains 21884 members 
Mstep: Class 10 contains 10850 members 
Mstep: Class 11 contains 17924 members 
Mstep: Class 12 contains 33863 members 
Mstep: Class 13 contains 10562 members 
Mstep: Class 14 contains 41298 members 
Mstep: Class 15 contains 44822 members 
Mstep: Class 16 contains 55695 members 
Mstep: Class 17 contains 59524 members 
Mstep: Class 18 contains 26964 members 
Mstep: Class 19 contains 11538 members 
Mstep: Class 20 contains 50369 members 
Mstep: Class 21 contains 27462 members 
Mstep: Class 22 contains 31701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98905456.000000 Penalty: 48683.738281
Iteration 2F: 23 clusters Score -9.890546e+07 nChanged 257456
Entering Unmasked Mstep 
Mstep: Class 0 contains 206 members 
Mstep: Class 1 contains 23873 members 
Mstep: Class 2 contains 9773 members 
Mstep: Class 3 contains 12617 members 
Mstep: Class 4 contains 65144 members 
Mstep: Class 5 contains 17046 members 
Mstep: Class 6 contains 5001 members 
Mstep: Class 7 contains 42383 members 
Mstep: Class 8 contains 234435 members 
Mstep: Class 9 contains 13353 members 
Mstep: Class 10 contains 10605 members 
Mstep: Class 11 contains 17354 members 
Mstep: Class 12 contains 30314 members 
Mstep: Class 13 contains 13903 members 
Mstep: Class 14 contains 29420 members 
Mstep: Class 15 contains 45778 members 
Mstep: Class 16 contains 49276 members 
Mstep: Class 17 contains 48897 members 
Mstep: Class 18 contains 29983 members 
Mstep: Class 19 contains 7247 members 
Mstep: Class 20 contains 55424 members 
Mstep: Class 21 contains 26538 members 
Mstep: Class 22 contains 32061 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -99370920.000000 Penalty: 48683.738281
Iteration 3F: 23 clusters Score -9.937092e+07 nChanged 153091
Entering Unmasked Mstep 
Mstep: Class 0 contains 175 members 
Mstep: Class 1 contains 19419 members 
Mstep: Class 2 contains 7052 members 
Mstep: Class 3 contains 10931 members 
Mstep: Class 4 contains 73745 members 
Mstep: Class 5 contains 16767 members 
Mstep: Class 6 contains 6196 members 
Mstep: Class 7 contains 47428 members 
Mstep: Class 8 contains 236473 members 
Mstep: Class 9 contains 9883 members 
Mstep: Class 10 contains 9737 members 
Mstep: Class 11 contains 20189 members 
Mstep: Class 12 contains 29482 members 
Mstep: Class 13 contains 16461 members 
Mstep: Class 14 contains 25296 members 
Mstep: Class 15 contains 45730 members 
Mstep: Class 16 contains 50771 members 
Mstep: Class 17 contains 44555 members 
Mstep: Class 18 contains 31663 members 
Mstep: Class 19 contains 6028 members 
Mstep: Class 20 contains 55548 members 
Mstep: Class 21 contains 27688 members 
Mstep: Class 22 contains 29414 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -99567552.000000 Penalty: 48683.738281
Iteration 4F: 23 clusters Score -9.956755e+07 nChanged 95198
Entering Unmasked Mstep 
Mstep: Class 0 contains 170 members 
Mstep: Class 1 contains 15062 members 
Mstep: Class 2 contains 6759 members 
Mstep: Class 3 contains 11661 members 
Mstep: Class 4 contains 77292 members 
Mstep: Class 5 contains 20013 members 
Mstep: Class 6 contains 7516 members 
Mstep: Class 7 contains 48814 members 
Mstep: Class 8 contains 232781 members 
Mstep: Class 9 contains 8265 members 
Mstep: Class 10 contains 9381 members 
Mstep: Class 11 contains 24018 members 
Mstep: Class 12 contains 29500 members 
Mstep: Class 13 contains 17267 members 
Mstep: Class 14 contains 23794 members 
Mstep: Class 15 contains 44378 members 
Mstep: Class 16 contains 52125 members 
Mstep: Class 17 contains 44875 members 
Mstep: Class 18 contains 31497 members 
Mstep: Class 19 contains 5645 members 
Mstep: Class 20 contains 55048 members 
Mstep: Class 21 contains 28403 members 
Mstep: Class 22 contains 26367 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -99674496.000000 Penalty: 48683.738281
Iteration 5F: 23 clusters Score -9.96745e+07 nChanged 69114
Entering Unmasked Mstep 
Mstep: Class 0 contains 167 members 
Mstep: Class 1 contains 12684 members 
Mstep: Class 2 contains 7188 members 
Mstep: Class 3 contains 13405 members 
Mstep: Class 4 contains 79047 members 
Mstep: Class 5 contains 25463 members 
Mstep: Class 6 contains 7996 members 
Mstep: Class 7 contains 48264 members 
Mstep: Class 8 contains 226779 members 
Mstep: Class 9 contains 7220 members 
Mstep: Class 10 contains 9211 members 
Mstep: Class 11 contains 27312 members 
Mstep: Class 12 contains 28650 members 
Mstep: Class 13 contains 17139 members 
Mstep: Class 14 contains 23089 members 
Mstep: Class 15 contains 43871 members 
Mstep: Class 16 contains 52069 members 
Mstep: Class 17 contains 48163 members 
Mstep: Class 18 contains 30652 members 
Mstep: Class 19 contains 5726 members 
Mstep: Class 20 contains 55125 members 
Mstep: Class 21 contains 27847 members 
Mstep: Class 22 contains 23564 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -99756168.000000 Penalty: 48683.738281
Iteration 6F: 23 clusters Score -9.975617e+07 nChanged 58000
Entering Unmasked Mstep 
Mstep: Class 0 contains 169 members 
Mstep: Class 1 contains 11719 members 
Mstep: Class 2 contains 7864 members 
Mstep: Class 3 contains 15559 members 
Mstep: Class 4 contains 79673 members 
Mstep: Class 5 contains 32834 members 
Mstep: Class 6 contains 7967 members 
Mstep: Class 7 contains 46914 members 
Mstep: Class 8 contains 217864 members 
Mstep: Class 9 contains 6592 members 
Mstep: Class 10 contains 9078 members 
Mstep: Class 11 contains 28442 members 
Mstep: Class 12 contains 27131 members 
Mstep: Class 13 contains 16628 members 
Mstep: Class 14 contains 22679 members 
Mstep: Class 15 contains 47877 members 
Mstep: Class 16 contains 51338 members 
Mstep: Class 17 contains 52781 members 
Mstep: Class 18 contains 29451 members 
Mstep: Class 19 contains 5955 members 
Mstep: Class 20 contains 55017 members 
Mstep: Class 21 contains 25686 members 
Mstep: Class 22 contains 21413 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -99821536.000000 Penalty: 48683.738281
Iteration 7F: 23 clusters Score -9.982154e+07 nChanged 51392
Entering Unmasked Mstep 
Mstep: Class 0 contains 168 members 
Mstep: Class 1 contains 11092 members 
Mstep: Class 2 contains 8708 members 
Mstep: Class 3 contains 17861 members 
Mstep: Class 4 contains 79624 members 
Mstep: Class 5 contains 43537 members 
Mstep: Class 6 contains 7663 members 
Mstep: Class 7 contains 45749 members 
Mstep: Class 8 contains 206151 members 
Mstep: Class 9 contains 6191 members 
Mstep: Class 10 contains 8987 members 
Mstep: Class 11 contains 28932 members 
Mstep: Class 12 contains 25569 members 
Mstep: Class 13 contains 16062 members 
Mstep: Class 14 contains 22707 members 
Mstep: Class 15 contains 51324 members 
Mstep: Class 16 contains 50379 members 
Mstep: Class 17 contains 57210 members 
Mstep: Class 18 contains 28545 members 
Mstep: Class 19 contains 5977 members 
Mstep: Class 20 contains 54722 members 
Mstep: Class 21 contains 23257 members 
Mstep: Class 22 contains 20216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -99885128.000000 Penalty: 48683.738281
Iteration 8F: 23 clusters Score -9.988513e+07 nChanged 45370
Entering Unmasked Mstep 
Mstep: Class 0 contains 158 members 
Mstep: Class 1 contains 10689 members 
Mstep: Class 2 contains 9697 members 
Mstep: Class 3 contains 20030 members 
Mstep: Class 4 contains 79229 members 
Mstep: Class 5 contains 56005 members 
Mstep: Class 6 contains 7056 members 
Mstep: Class 7 contains 44758 members 
Mstep: Class 8 contains 194583 members 
Mstep: Class 9 contains 5931 members 
Mstep: Class 10 contains 8942 members 
Mstep: Class 11 contains 29135 members 
Mstep: Class 12 contains 24211 members 
Mstep: Class 13 contains 15697 members 
Mstep: Class 14 contains 22572 members 
Mstep: Class 15 contains 53795 members 
Mstep: Class 16 contains 49307 members 
Mstep: Class 17 contains 60748 members 
Mstep: Class 18 contains 27733 members 
Mstep: Class 19 contains 5913 members 
Mstep: Class 20 contains 54119 members 
Mstep: Class 21 contains 20578 members 
Mstep: Class 22 contains 19745 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -99947864.000000 Penalty: 48683.738281
Iteration 9F: 23 clusters Score -9.994786e+07 nChanged 39523
Entering Unmasked Mstep 
Mstep: Class 0 contains 132 members 
Mstep: Class 1 contains 10442 members 
Mstep: Class 2 contains 10857 members 
Mstep: Class 3 contains 21973 members 
Mstep: Class 4 contains 78625 members 
Mstep: Class 5 contains 66678 members 
Mstep: Class 6 contains 6242 members 
Mstep: Class 7 contains 43860 members 
Mstep: Class 8 contains 186634 members 
Mstep: Class 9 contains 5827 members 
Mstep: Class 10 contains 8913 members 
Mstep: Class 11 contains 29186 members 
Mstep: Class 12 contains 23066 members 
Mstep: Class 13 contains 15437 members 
Mstep: Class 14 contains 22336 members 
Mstep: Class 15 contains 55028 members 
Mstep: Class 16 contains 48326 members 
Mstep: Class 17 contains 63317 members 
Mstep: Class 18 contains 27145 members 
Mstep: Class 19 contains 5880 members 
Mstep: Class 20 contains 53172 members 
Mstep: Class 21 contains 18031 members 
Mstep: Class 22 contains 19524 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -99998368.000000 Penalty: 48683.738281
Iteration 10Q: 23 clusters Score -9.999837e+07 nChanged 34256
Entering Unmasked Mstep 
Mstep: Class 0 contains 131 members 
Mstep: Class 1 contains 10378 members 
Mstep: Class 2 contains 12236 members 
Mstep: Class 3 contains 23306 members 
Mstep: Class 4 contains 77865 members 
Mstep: Class 5 contains 74102 members 
Mstep: Class 6 contains 5321 members 
Mstep: Class 7 contains 43038 members 
Mstep: Class 8 contains 181785 members 
Mstep: Class 9 contains 5888 members 
Mstep: Class 10 contains 8894 members 
Mstep: Class 11 contains 28816 members 
Mstep: Class 12 contains 22195 members 
Mstep: Class 13 contains 15209 members 
Mstep: Class 14 contains 21928 members 
Mstep: Class 15 contains 55833 members 
Mstep: Class 16 contains 47504 members 
Mstep: Class 17 contains 65980 members 
Mstep: Class 18 contains 26780 members 
Mstep: Class 19 contains 5917 members 
Mstep: Class 20 contains 52212 members 
Mstep: Class 21 contains 15895 members 
Mstep: Class 22 contains 19418 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100040344.000000 Penalty: 48683.738281
Iteration 11Q: 23 clusters Score -1.000403e+08 nChanged 30217
Entering Unmasked Mstep 
Mstep: Class 0 contains 131 members 
Mstep: Class 1 contains 10441 members 
Mstep: Class 2 contains 13533 members 
Mstep: Class 3 contains 23819 members 
Mstep: Class 4 contains 76858 members 
Mstep: Class 5 contains 80643 members 
Mstep: Class 6 contains 4684 members 
Mstep: Class 7 contains 42347 members 
Mstep: Class 8 contains 178280 members 
Mstep: Class 9 contains 5959 members 
Mstep: Class 10 contains 8892 members 
Mstep: Class 11 contains 27846 members 
Mstep: Class 12 contains 21485 members 
Mstep: Class 13 contains 15048 members 
Mstep: Class 14 contains 21503 members 
Mstep: Class 15 contains 56163 members 
Mstep: Class 16 contains 46794 members 
Mstep: Class 17 contains 69042 members 
Mstep: Class 18 contains 26409 members 
Mstep: Class 19 contains 5960 members 
Mstep: Class 20 contains 51379 members 
Mstep: Class 21 contains 14086 members 
Mstep: Class 22 contains 19329 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100066904.000000 Penalty: 48683.738281
Iteration 12Q: 23 clusters Score -1.000669e+08 nChanged 25446
Entering Unmasked Mstep 
Mstep: Class 0 contains 131 members 
Mstep: Class 1 contains 10528 members 
Mstep: Class 2 contains 14681 members 
Mstep: Class 3 contains 23863 members 
Mstep: Class 4 contains 75868 members 
Mstep: Class 5 contains 86212 members 
Mstep: Class 6 contains 4272 members 
Mstep: Class 7 contains 41730 members 
Mstep: Class 8 contains 175306 members 
Mstep: Class 9 contains 6131 members 
Mstep: Class 10 contains 8906 members 
Mstep: Class 11 contains 26374 members 
Mstep: Class 12 contains 20952 members 
Mstep: Class 13 contains 15074 members 
Mstep: Class 14 contains 21112 members 
Mstep: Class 15 contains 56455 members 
Mstep: Class 16 contains 46124 members 
Mstep: Class 17 contains 72335 members 
Mstep: Class 18 contains 25927 members 
Mstep: Class 19 contains 6015 members 
Mstep: Class 20 contains 50722 members 
Mstep: Class 21 contains 12699 members 
Mstep: Class 22 contains 19214 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100084568.000000 Penalty: 48683.738281
Iteration 13Q: 23 clusters Score -1.000846e+08 nChanged 20851
Entering Unmasked Mstep 
Mstep: Class 0 contains 132 members 
Mstep: Class 1 contains 10569 members 
Mstep: Class 2 contains 15653 members 
Mstep: Class 3 contains 23576 members 
Mstep: Class 4 contains 74834 members 
Mstep: Class 5 contains 90755 members 
Mstep: Class 6 contains 4021 members 
Mstep: Class 7 contains 41264 members 
Mstep: Class 8 contains 172899 members 
Mstep: Class 9 contains 6425 members 
Mstep: Class 10 contains 8942 members 
Mstep: Class 11 contains 24714 members 
Mstep: Class 12 contains 20570 members 
Mstep: Class 13 contains 15175 members 
Mstep: Class 14 contains 20759 members 
Mstep: Class 15 contains 56651 members 
Mstep: Class 16 contains 45502 members 
Mstep: Class 17 contains 75504 members 
Mstep: Class 18 contains 25455 members 
Mstep: Class 19 contains 6113 members 
Mstep: Class 20 contains 50173 members 
Mstep: Class 21 contains 11846 members 
Mstep: Class 22 contains 19099 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100097720.000000 Penalty: 48683.738281
Iteration 14Q: 23 clusters Score -1.000977e+08 nChanged 17177
Entering Unmasked Mstep 
Mstep: Class 0 contains 132 members 
Mstep: Class 1 contains 10566 members 
Mstep: Class 2 contains 16500 members 
Mstep: Class 3 contains 23101 members 
Mstep: Class 4 contains 74013 members 
Mstep: Class 5 contains 94315 members 
Mstep: Class 6 contains 3833 members 
Mstep: Class 7 contains 40929 members 
Mstep: Class 8 contains 170894 members 
Mstep: Class 9 contains 6685 members 
Mstep: Class 10 contains 9012 members 
Mstep: Class 11 contains 23271 members 
Mstep: Class 12 contains 20330 members 
Mstep: Class 13 contains 15377 members 
Mstep: Class 14 contains 20492 members 
Mstep: Class 15 contains 56662 members 
Mstep: Class 16 contains 44909 members 
Mstep: Class 17 contains 78315 members 
Mstep: Class 18 contains 25080 members 
Mstep: Class 19 contains 6208 members 
Mstep: Class 20 contains 49805 members 
Mstep: Class 21 contains 11215 members 
Mstep: Class 22 contains 18987 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100106752.000000 Penalty: 48683.738281
Iteration 15Q: 23 clusters Score -1.001068e+08 nChanged 14259
Entering Unmasked Mstep 
Mstep: Class 0 contains 132 members 
Mstep: Class 1 contains 10579 members 
Mstep: Class 2 contains 17225 members 
Mstep: Class 3 contains 22550 members 
Mstep: Class 4 contains 73273 members 
Mstep: Class 5 contains 97006 members 
Mstep: Class 6 contains 3708 members 
Mstep: Class 7 contains 40724 members 
Mstep: Class 8 contains 169283 members 
Mstep: Class 9 contains 6955 members 
Mstep: Class 10 contains 9121 members 
Mstep: Class 11 contains 22108 members 
Mstep: Class 12 contains 20162 members 
Mstep: Class 13 contains 15589 members 
Mstep: Class 14 contains 20335 members 
Mstep: Class 15 contains 56616 members 
Mstep: Class 16 contains 44279 members 
Mstep: Class 17 contains 80798 members 
Mstep: Class 18 contains 24714 members 
Mstep: Class 19 contains 6331 members 
Mstep: Class 20 contains 49451 members 
Mstep: Class 21 contains 10835 members 
Mstep: Class 22 contains 18857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100114280.000000 Penalty: 48683.738281
Iteration 16Q: 23 clusters Score -1.001143e+08 nChanged 12051
Entering Unmasked Mstep 
Mstep: Class 0 contains 132 members 
Mstep: Class 1 contains 10520 members 
Mstep: Class 2 contains 17888 members 
Mstep: Class 3 contains 21927 members 
Mstep: Class 4 contains 72625 members 
Mstep: Class 5 contains 98826 members 
Mstep: Class 6 contains 3606 members 
Mstep: Class 7 contains 40638 members 
Mstep: Class 8 contains 167883 members 
Mstep: Class 9 contains 7219 members 
Mstep: Class 10 contains 9327 members 
Mstep: Class 11 contains 21238 members 
Mstep: Class 12 contains 20050 members 
Mstep: Class 13 contains 15774 members 
Mstep: Class 14 contains 20198 members 
Mstep: Class 15 contains 56513 members 
Mstep: Class 16 contains 43709 members 
Mstep: Class 17 contains 83014 members 
Mstep: Class 18 contains 24388 members 
Mstep: Class 19 contains 6478 members 
Mstep: Class 20 contains 49204 members 
Mstep: Class 21 contains 10777 members 
Mstep: Class 22 contains 18697 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100120208.000000 Penalty: 48683.738281
Iteration 17Q: 23 clusters Score -1.001202e+08 nChanged 10469
Entering Unmasked Mstep 
Mstep: Class 0 contains 132 members 
Mstep: Class 1 contains 10450 members 
Mstep: Class 2 contains 18405 members 
Mstep: Class 3 contains 21290 members 
Mstep: Class 4 contains 72201 members 
Mstep: Class 5 contains 99889 members 
Mstep: Class 6 contains 3545 members 
Mstep: Class 7 contains 40588 members 
Mstep: Class 8 contains 166624 members 
Mstep: Class 9 contains 7453 members 
Mstep: Class 10 contains 9624 members 
Mstep: Class 11 contains 20454 members 
Mstep: Class 12 contains 19954 members 
Mstep: Class 13 contains 15922 members 
Mstep: Class 14 contains 20046 members 
Mstep: Class 15 contains 56359 members 
Mstep: Class 16 contains 43142 members 
Mstep: Class 17 contains 85003 members 
Mstep: Class 18 contains 24113 members 
Mstep: Class 19 contains 6631 members 
Mstep: Class 20 contains 49053 members 
Mstep: Class 21 contains 11260 members 
Mstep: Class 22 contains 18493 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100125128.000000 Penalty: 48683.738281
Iteration 18Q: 23 clusters Score -1.001251e+08 nChanged 9063
Entering Unmasked Mstep 
Mstep: Class 0 contains 132 members 
Mstep: Class 1 contains 10401 members 
Mstep: Class 2 contains 18842 members 
Mstep: Class 3 contains 20682 members 
Mstep: Class 4 contains 71914 members 
Mstep: Class 5 contains 100532 members 
Mstep: Class 6 contains 3509 members 
Mstep: Class 7 contains 40568 members 
Mstep: Class 8 contains 165484 members 
Mstep: Class 9 contains 7656 members 
Mstep: Class 10 contains 9987 members 
Mstep: Class 11 contains 19702 members 
Mstep: Class 12 contains 19876 members 
Mstep: Class 13 contains 16000 members 
Mstep: Class 14 contains 19903 members 
Mstep: Class 15 contains 56189 members 
Mstep: Class 16 contains 42637 members 
Mstep: Class 17 contains 86797 members 
Mstep: Class 18 contains 23864 members 
Mstep: Class 19 contains 6778 members 
Mstep: Class 20 contains 48945 members 
Mstep: Class 21 contains 11955 members 
Mstep: Class 22 contains 18278 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100129456.000000 Penalty: 48683.738281
Iteration 19Q: 23 clusters Score -1.001295e+08 nChanged 7770
Entering Unmasked Mstep 
Mstep: Class 0 contains 132 members 
Mstep: Class 1 contains 10360 members 
Mstep: Class 2 contains 19272 members 
Mstep: Class 3 contains 20056 members 
Mstep: Class 4 contains 71706 members 
Mstep: Class 5 contains 100841 members 
Mstep: Class 6 contains 3479 members 
Mstep: Class 7 contains 40605 members 
Mstep: Class 8 contains 164413 members 
Mstep: Class 9 contains 7809 members 
Mstep: Class 10 contains 10241 members 
Mstep: Class 11 contains 19087 members 
Mstep: Class 12 contains 19816 members 
Mstep: Class 13 contains 16071 members 
Mstep: Class 14 contains 19783 members 
Mstep: Class 15 contains 56025 members 
Mstep: Class 16 contains 42213 members 
Mstep: Class 17 contains 88526 members 
Mstep: Class 18 contains 23671 members 
Mstep: Class 19 contains 6947 members 
Mstep: Class 20 contains 48835 members 
Mstep: Class 21 contains 12641 members 
Mstep: Class 22 contains 18102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100135272.000000 Penalty: 48683.738281
Iteration 20F: 23 clusters Score -1.001353e+08 nChanged 7148
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 10333 members 
Mstep: Class 2 contains 19696 members 
Mstep: Class 3 contains 19438 members 
Mstep: Class 4 contains 71500 members 
Mstep: Class 5 contains 101222 members 
Mstep: Class 6 contains 3500 members 
Mstep: Class 7 contains 40704 members 
Mstep: Class 8 contains 163434 members 
Mstep: Class 9 contains 8041 members 
Mstep: Class 10 contains 10336 members 
Mstep: Class 11 contains 18585 members 
Mstep: Class 12 contains 19770 members 
Mstep: Class 13 contains 15959 members 
Mstep: Class 14 contains 19698 members 
Mstep: Class 15 contains 55883 members 
Mstep: Class 16 contains 41860 members 
Mstep: Class 17 contains 90026 members 
Mstep: Class 18 contains 23517 members 
Mstep: Class 19 contains 7154 members 
Mstep: Class 20 contains 48678 members 
Mstep: Class 21 contains 13288 members 
Mstep: Class 22 contains 17923 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100139288.000000 Penalty: 48683.738281
Iteration 21Q: 23 clusters Score -1.001393e+08 nChanged 6572
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 10282 members 
Mstep: Class 2 contains 20143 members 
Mstep: Class 3 contains 18735 members 
Mstep: Class 4 contains 71345 members 
Mstep: Class 5 contains 101475 members 
Mstep: Class 6 contains 3207 members 
Mstep: Class 7 contains 40812 members 
Mstep: Class 8 contains 162635 members 
Mstep: Class 9 contains 8305 members 
Mstep: Class 10 contains 10368 members 
Mstep: Class 11 contains 18238 members 
Mstep: Class 12 contains 19737 members 
Mstep: Class 13 contains 15873 members 
Mstep: Class 14 contains 19620 members 
Mstep: Class 15 contains 55757 members 
Mstep: Class 16 contains 41580 members 
Mstep: Class 17 contains 91285 members 
Mstep: Class 18 contains 23397 members 
Mstep: Class 19 contains 7421 members 
Mstep: Class 20 contains 48680 members 
Mstep: Class 21 contains 13903 members 
Mstep: Class 22 contains 17748 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100141352.000000 Penalty: 48683.738281
Iteration 22Q: 23 clusters Score -1.001414e+08 nChanged 5737
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 10247 members 
Mstep: Class 2 contains 20558 members 
Mstep: Class 3 contains 17984 members 
Mstep: Class 4 contains 71212 members 
Mstep: Class 5 contains 101588 members 
Mstep: Class 6 contains 3029 members 
Mstep: Class 7 contains 40957 members 
Mstep: Class 8 contains 161869 members 
Mstep: Class 9 contains 8563 members 
Mstep: Class 10 contains 10336 members 
Mstep: Class 11 contains 17983 members 
Mstep: Class 12 contains 19706 members 
Mstep: Class 13 contains 15794 members 
Mstep: Class 14 contains 19557 members 
Mstep: Class 15 contains 55672 members 
Mstep: Class 16 contains 41360 members 
Mstep: Class 17 contains 92387 members 
Mstep: Class 18 contains 23304 members 
Mstep: Class 19 contains 7684 members 
Mstep: Class 20 contains 48644 members 
Mstep: Class 21 contains 14509 members 
Mstep: Class 22 contains 17603 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100142856.000000 Penalty: 48683.738281
Iteration 23Q: 23 clusters Score -1.001429e+08 nChanged 5190
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 10218 members 
Mstep: Class 2 contains 20930 members 
Mstep: Class 3 contains 17150 members 
Mstep: Class 4 contains 71140 members 
Mstep: Class 5 contains 101581 members 
Mstep: Class 6 contains 2923 members 
Mstep: Class 7 contains 41115 members 
Mstep: Class 8 contains 161175 members 
Mstep: Class 9 contains 8850 members 
Mstep: Class 10 contains 10327 members 
Mstep: Class 11 contains 17812 members 
Mstep: Class 12 contains 19688 members 
Mstep: Class 13 contains 15700 members 
Mstep: Class 14 contains 19506 members 
Mstep: Class 15 contains 55598 members 
Mstep: Class 16 contains 41191 members 
Mstep: Class 17 contains 93373 members 
Mstep: Class 18 contains 23213 members 
Mstep: Class 19 contains 7965 members 
Mstep: Class 20 contains 48587 members 
Mstep: Class 21 contains 15088 members 
Mstep: Class 22 contains 17416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100144176.000000 Penalty: 48683.738281
Iteration 24Q: 23 clusters Score -1.001442e+08 nChanged 4762
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 10195 members 
Mstep: Class 2 contains 21268 members 
Mstep: Class 3 contains 16278 members 
Mstep: Class 4 contains 71129 members 
Mstep: Class 5 contains 101498 members 
Mstep: Class 6 contains 2850 members 
Mstep: Class 7 contains 41253 members 
Mstep: Class 8 contains 160549 members 
Mstep: Class 9 contains 9094 members 
Mstep: Class 10 contains 10305 members 
Mstep: Class 11 contains 17699 members 
Mstep: Class 12 contains 19677 members 
Mstep: Class 13 contains 15606 members 
Mstep: Class 14 contains 19480 members 
Mstep: Class 15 contains 55519 members 
Mstep: Class 16 contains 41033 members 
Mstep: Class 17 contains 94252 members 
Mstep: Class 18 contains 23176 members 
Mstep: Class 19 contains 8313 members 
Mstep: Class 20 contains 48545 members 
Mstep: Class 21 contains 15641 members 
Mstep: Class 22 contains 17186 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100145896.000000 Penalty: 48683.738281
Iteration 25Q: 23 clusters Score -1.001459e+08 nChanged 4754
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 10168 members 
Mstep: Class 2 contains 21574 members 
Mstep: Class 3 contains 15374 members 
Mstep: Class 4 contains 71150 members 
Mstep: Class 5 contains 101363 members 
Mstep: Class 6 contains 2796 members 
Mstep: Class 7 contains 41391 members 
Mstep: Class 8 contains 159975 members 
Mstep: Class 9 contains 9329 members 
Mstep: Class 10 contains 10283 members 
Mstep: Class 11 contains 17625 members 
Mstep: Class 12 contains 19665 members 
Mstep: Class 13 contains 15509 members 
Mstep: Class 14 contains 19453 members 
Mstep: Class 15 contains 55461 members 
Mstep: Class 16 contains 40894 members 
Mstep: Class 17 contains 95093 members 
Mstep: Class 18 contains 23132 members 
Mstep: Class 19 contains 8699 members 
Mstep: Class 20 contains 48505 members 
Mstep: Class 21 contains 16250 members 
Mstep: Class 22 contains 16857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100147624.000000 Penalty: 48683.738281
Iteration 26Q: 23 clusters Score -1.001476e+08 nChanged 4659
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 10155 members 
Mstep: Class 2 contains 21847 members 
Mstep: Class 3 contains 14484 members 
Mstep: Class 4 contains 71187 members 
Mstep: Class 5 contains 101135 members 
Mstep: Class 6 contains 2746 members 
Mstep: Class 7 contains 41533 members 
Mstep: Class 8 contains 159420 members 
Mstep: Class 9 contains 9509 members 
Mstep: Class 10 contains 10272 members 
Mstep: Class 11 contains 17567 members 
Mstep: Class 12 contains 19659 members 
Mstep: Class 13 contains 15424 members 
Mstep: Class 14 contains 19430 members 
Mstep: Class 15 contains 55420 members 
Mstep: Class 16 contains 40774 members 
Mstep: Class 17 contains 95922 members 
Mstep: Class 18 contains 23093 members 
Mstep: Class 19 contains 9189 members 
Mstep: Class 20 contains 48450 members 
Mstep: Class 21 contains 16862 members 
Mstep: Class 22 contains 16468 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100149520.000000 Penalty: 48683.738281
Iteration 27Q: 23 clusters Score -1.001495e+08 nChanged 4692
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 10126 members 
Mstep: Class 2 contains 22125 members 
Mstep: Class 3 contains 13576 members 
Mstep: Class 4 contains 71217 members 
Mstep: Class 5 contains 100888 members 
Mstep: Class 6 contains 2709 members 
Mstep: Class 7 contains 41654 members 
Mstep: Class 8 contains 158879 members 
Mstep: Class 9 contains 9693 members 
Mstep: Class 10 contains 10259 members 
Mstep: Class 11 contains 17531 members 
Mstep: Class 12 contains 19642 members 
Mstep: Class 13 contains 15384 members 
Mstep: Class 14 contains 19409 members 
Mstep: Class 15 contains 55394 members 
Mstep: Class 16 contains 40668 members 
Mstep: Class 17 contains 96731 members 
Mstep: Class 18 contains 23053 members 
Mstep: Class 19 contains 9701 members 
Mstep: Class 20 contains 48406 members 
Mstep: Class 21 contains 17516 members 
Mstep: Class 22 contains 15985 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100151296.000000 Penalty: 48683.738281
Iteration 28Q: 23 clusters Score -1.001513e+08 nChanged 4880
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 10089 members 
Mstep: Class 2 contains 22402 members 
Mstep: Class 3 contains 12691 members 
Mstep: Class 4 contains 71272 members 
Mstep: Class 5 contains 100577 members 
Mstep: Class 6 contains 2676 members 
Mstep: Class 7 contains 41775 members 
Mstep: Class 8 contains 158377 members 
Mstep: Class 9 contains 9842 members 
Mstep: Class 10 contains 10263 members 
Mstep: Class 11 contains 17499 members 
Mstep: Class 12 contains 19630 members 
Mstep: Class 13 contains 15343 members 
Mstep: Class 14 contains 19375 members 
Mstep: Class 15 contains 55375 members 
Mstep: Class 16 contains 40520 members 
Mstep: Class 17 contains 97484 members 
Mstep: Class 18 contains 23016 members 
Mstep: Class 19 contains 10309 members 
Mstep: Class 20 contains 48388 members 
Mstep: Class 21 contains 18311 members 
Mstep: Class 22 contains 15332 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100154304.000000 Penalty: 48683.738281
Iteration 29Q: 23 clusters Score -1.001543e+08 nChanged 4979
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 10032 members 
Mstep: Class 2 contains 22620 members 
Mstep: Class 3 contains 11904 members 
Mstep: Class 4 contains 71321 members 
Mstep: Class 5 contains 100252 members 
Mstep: Class 6 contains 2640 members 
Mstep: Class 7 contains 41882 members 
Mstep: Class 8 contains 157888 members 
Mstep: Class 9 contains 9971 members 
Mstep: Class 10 contains 10271 members 
Mstep: Class 11 contains 17497 members 
Mstep: Class 12 contains 19601 members 
Mstep: Class 13 contains 15320 members 
Mstep: Class 14 contains 19348 members 
Mstep: Class 15 contains 55366 members 
Mstep: Class 16 contains 40341 members 
Mstep: Class 17 contains 98225 members 
Mstep: Class 18 contains 23010 members 
Mstep: Class 19 contains 10984 members 
Mstep: Class 20 contains 48390 members 
Mstep: Class 21 contains 19062 members 
Mstep: Class 22 contains 14621 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100160152.000000 Penalty: 48683.738281
Iteration 30Q: 23 clusters Score -1.001602e+08 nChanged 4639
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 9966 members 
Mstep: Class 2 contains 22800 members 
Mstep: Class 3 contains 11135 members 
Mstep: Class 4 contains 71370 members 
Mstep: Class 5 contains 99967 members 
Mstep: Class 6 contains 2620 members 
Mstep: Class 7 contains 41992 members 
Mstep: Class 8 contains 157446 members 
Mstep: Class 9 contains 10114 members 
Mstep: Class 10 contains 10291 members 
Mstep: Class 11 contains 17503 members 
Mstep: Class 12 contains 19570 members 
Mstep: Class 13 contains 15324 members 
Mstep: Class 14 contains 19319 members 
Mstep: Class 15 contains 55361 members 
Mstep: Class 16 contains 40136 members 
Mstep: Class 17 contains 98876 members 
Mstep: Class 18 contains 22990 members 
Mstep: Class 19 contains 11429 members 
Mstep: Class 20 contains 48402 members 
Mstep: Class 21 contains 19668 members 
Mstep: Class 22 contains 14267 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100162744.000000 Penalty: 48683.738281
Iteration 31Q: 23 clusters Score -1.001627e+08 nChanged 4118
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 9880 members 
Mstep: Class 2 contains 22948 members 
Mstep: Class 3 contains 10414 members 
Mstep: Class 4 contains 71445 members 
Mstep: Class 5 contains 99702 members 
Mstep: Class 6 contains 2602 members 
Mstep: Class 7 contains 42119 members 
Mstep: Class 8 contains 157023 members 
Mstep: Class 9 contains 10288 members 
Mstep: Class 10 contains 10316 members 
Mstep: Class 11 contains 17495 members 
Mstep: Class 12 contains 19548 members 
Mstep: Class 13 contains 15325 members 
Mstep: Class 14 contains 19289 members 
Mstep: Class 15 contains 55341 members 
Mstep: Class 16 contains 39983 members 
Mstep: Class 17 contains 99490 members 
Mstep: Class 18 contains 23007 members 
Mstep: Class 19 contains 11847 members 
Mstep: Class 20 contains 48404 members 
Mstep: Class 21 contains 19966 members 
Mstep: Class 22 contains 14114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100163856.000000 Penalty: 48683.738281
Iteration 32Q: 23 clusters Score -1.001639e+08 nChanged 3706
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 9802 members 
Mstep: Class 2 contains 23116 members 
Mstep: Class 3 contains 9748 members 
Mstep: Class 4 contains 71517 members 
Mstep: Class 5 contains 99454 members 
Mstep: Class 6 contains 2581 members 
Mstep: Class 7 contains 42263 members 
Mstep: Class 8 contains 156663 members 
Mstep: Class 9 contains 10455 members 
Mstep: Class 10 contains 10327 members 
Mstep: Class 11 contains 17479 members 
Mstep: Class 12 contains 19531 members 
Mstep: Class 13 contains 15330 members 
Mstep: Class 14 contains 19261 members 
Mstep: Class 15 contains 55319 members 
Mstep: Class 16 contains 39891 members 
Mstep: Class 17 contains 99963 members 
Mstep: Class 18 contains 23030 members 
Mstep: Class 19 contains 12232 members 
Mstep: Class 20 contains 48398 members 
Mstep: Class 21 contains 20144 members 
Mstep: Class 22 contains 14042 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100164912.000000 Penalty: 48683.738281
Iteration 33Q: 23 clusters Score -1.001649e+08 nChanged 3383
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 9720 members 
Mstep: Class 2 contains 23269 members 
Mstep: Class 3 contains 9137 members 
Mstep: Class 4 contains 71580 members 
Mstep: Class 5 contains 99188 members 
Mstep: Class 6 contains 2565 members 
Mstep: Class 7 contains 42414 members 
Mstep: Class 8 contains 156294 members 
Mstep: Class 9 contains 10616 members 
Mstep: Class 10 contains 10346 members 
Mstep: Class 11 contains 17461 members 
Mstep: Class 12 contains 19531 members 
Mstep: Class 13 contains 15303 members 
Mstep: Class 14 contains 19233 members 
Mstep: Class 15 contains 55294 members 
Mstep: Class 16 contains 39820 members 
Mstep: Class 17 contains 100427 members 
Mstep: Class 18 contains 23064 members 
Mstep: Class 19 contains 12601 members 
Mstep: Class 20 contains 48439 members 
Mstep: Class 21 contains 20237 members 
Mstep: Class 22 contains 14007 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100165864.000000 Penalty: 48683.738281
Iteration 34Q: 23 clusters Score -1.001659e+08 nChanged 3114
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 9638 members 
Mstep: Class 2 contains 23392 members 
Mstep: Class 3 contains 8616 members 
Mstep: Class 4 contains 71655 members 
Mstep: Class 5 contains 98912 members 
Mstep: Class 6 contains 2554 members 
Mstep: Class 7 contains 42577 members 
Mstep: Class 8 contains 155954 members 
Mstep: Class 9 contains 10733 members 
Mstep: Class 10 contains 10353 members 
Mstep: Class 11 contains 17459 members 
Mstep: Class 12 contains 19527 members 
Mstep: Class 13 contains 15258 members 
Mstep: Class 14 contains 19202 members 
Mstep: Class 15 contains 55274 members 
Mstep: Class 16 contains 39767 members 
Mstep: Class 17 contains 100879 members 
Mstep: Class 18 contains 23089 members 
Mstep: Class 19 contains 12947 members 
Mstep: Class 20 contains 48465 members 
Mstep: Class 21 contains 20307 members 
Mstep: Class 22 contains 13988 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100166984.000000 Penalty: 48683.738281
Iteration 35Q: 23 clusters Score -1.00167e+08 nChanged 2989
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 9535 members 
Mstep: Class 2 contains 23497 members 
Mstep: Class 3 contains 8104 members 
Mstep: Class 4 contains 71757 members 
Mstep: Class 5 contains 98668 members 
Mstep: Class 6 contains 2542 members 
Mstep: Class 7 contains 42700 members 
Mstep: Class 8 contains 155602 members 
Mstep: Class 9 contains 10839 members 
Mstep: Class 10 contains 10362 members 
Mstep: Class 11 contains 17459 members 
Mstep: Class 12 contains 19537 members 
Mstep: Class 13 contains 15258 members 
Mstep: Class 14 contains 19178 members 
Mstep: Class 15 contains 55267 members 
Mstep: Class 16 contains 39741 members 
Mstep: Class 17 contains 101305 members 
Mstep: Class 18 contains 23100 members 
Mstep: Class 19 contains 13296 members 
Mstep: Class 20 contains 48478 members 
Mstep: Class 21 contains 20350 members 
Mstep: Class 22 contains 13971 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100167752.000000 Penalty: 48683.738281
Iteration 36Q: 23 clusters Score -1.001678e+08 nChanged 2820
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 9447 members 
Mstep: Class 2 contains 23550 members 
Mstep: Class 3 contains 7655 members 
Mstep: Class 4 contains 71857 members 
Mstep: Class 5 contains 98425 members 
Mstep: Class 6 contains 2527 members 
Mstep: Class 7 contains 42824 members 
Mstep: Class 8 contains 155346 members 
Mstep: Class 9 contains 10916 members 
Mstep: Class 10 contains 10366 members 
Mstep: Class 11 contains 17454 members 
Mstep: Class 12 contains 19538 members 
Mstep: Class 13 contains 15224 members 
Mstep: Class 14 contains 19154 members 
Mstep: Class 15 contains 55261 members 
Mstep: Class 16 contains 39709 members 
Mstep: Class 17 contains 101621 members 
Mstep: Class 18 contains 23092 members 
Mstep: Class 19 contains 13718 members 
Mstep: Class 20 contains 48483 members 
Mstep: Class 21 contains 20418 members 
Mstep: Class 22 contains 13961 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100169056.000000 Penalty: 48683.738281
Iteration 37Q: 23 clusters Score -1.001691e+08 nChanged 2578
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 9358 members 
Mstep: Class 2 contains 23593 members 
Mstep: Class 3 contains 7300 members 
Mstep: Class 4 contains 71973 members 
Mstep: Class 5 contains 98182 members 
Mstep: Class 6 contains 2516 members 
Mstep: Class 7 contains 42942 members 
Mstep: Class 8 contains 155129 members 
Mstep: Class 9 contains 11001 members 
Mstep: Class 10 contains 10374 members 
Mstep: Class 11 contains 17458 members 
Mstep: Class 12 contains 19530 members 
Mstep: Class 13 contains 15159 members 
Mstep: Class 14 contains 19123 members 
Mstep: Class 15 contains 55252 members 
Mstep: Class 16 contains 39706 members 
Mstep: Class 17 contains 101847 members 
Mstep: Class 18 contains 23079 members 
Mstep: Class 19 contains 14096 members 
Mstep: Class 20 contains 48482 members 
Mstep: Class 21 contains 20490 members 
Mstep: Class 22 contains 13956 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100169664.000000 Penalty: 48683.738281
Iteration 38Q: 23 clusters Score -1.001697e+08 nChanged 2368
Entering ConstructFrom: 
Score: -100169664.000000 Penalty: 48683.738281
Entering ConstructFrom: 
Trying to split cluster 1 (9263 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9263 members 
Entering Unmasked Estep 
Score: -1128053.375000 Penalty: 1484.239746
	Iteration 0F: 2 clusters Score -1128053 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -1121417.750000 Penalty: 2968.479492
	Iteration 0F: 3 clusters Score -1121418 nChanged 4050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 4954 members 
Entering Unmasked Estep 
Score: -1124492.625000 Penalty: 2968.479492
	Iteration 1F: 3 clusters Score -1124493 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -1125980.625000 Penalty: 2968.479492
	Iteration 2F: 3 clusters Score -1125981 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 5189 members 
Entering Unmasked Estep 
Score: -1127148.000000 Penalty: 2968.479492
	Iteration 3F: 3 clusters Score -1127148 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -1127734.125000 Penalty: 2968.479492
	Iteration 4F: 3 clusters Score -1127734 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 5253 members 
Entering Unmasked Estep 
Score: -1128069.125000 Penalty: 2968.479492
	Iteration 5F: 3 clusters Score -1128069 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 5266 members 
Entering Unmasked Estep 
Score: -1128275.250000 Penalty: 2968.479492
	Iteration 6Q: 3 clusters Score -1128275 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 5265 members 
Entering Unmasked Estep 
Score: -1128392.500000 Penalty: 2968.479492
	Iteration 7Q: 3 clusters Score -1128392 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 5253 members 
Entering Unmasked Estep 
Score: -1128449.750000 Penalty: 2968.479492
	Iteration 8Q: 3 clusters Score -1128450 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -1128475.875000 Penalty: 2968.479492
	Iteration 9Q: 3 clusters Score -1128476 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 5234 members 
Entering Unmasked Estep 
Score: -1128493.750000 Penalty: 2968.479492
	Iteration 10Q: 3 clusters Score -1128494 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 5215 members 
Entering Unmasked Estep 
Score: -1128510.750000 Penalty: 2968.479492
	Iteration 11Q: 3 clusters Score -1128511 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
Score: -1128524.875000 Penalty: 2968.479492
	Iteration 12Q: 3 clusters Score -1128525 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -1128532.625000 Penalty: 2968.479492
	Iteration 13Q: 3 clusters Score -1128533 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
Score: -1128540.500000 Penalty: 2968.479492
	Iteration 14Q: 3 clusters Score -1128540 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -1128545.625000 Penalty: 2968.479492
	Iteration 15Q: 3 clusters Score -1128546 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 5142 members 
Entering Unmasked Estep 
Score: -1128544.500000 Penalty: 2968.479492
	Iteration 16Q: 3 clusters Score -1128544 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -1128548.625000 Penalty: 2968.479492
	Iteration 17Q: 3 clusters Score -1128549 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -1128550.125000 Penalty: 2968.479492
	Iteration 18Q: 3 clusters Score -1128550 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
Score: -1128553.125000 Penalty: 2968.479492
	Iteration 19Q: 3 clusters Score -1128553 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 5126 members 
Entering Unmasked Estep 
Score: -1128553.750000 Penalty: 2968.479492
	Iteration 20F: 3 clusters Score -1128554 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 5117 members 
Entering Unmasked Estep 
Score: -1128554.375000 Penalty: 2968.479492
	Iteration 21Q: 3 clusters Score -1128554 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 5108 members 
Entering Unmasked Estep 
Score: -1128556.500000 Penalty: 2968.479492
	Iteration 22Q: 3 clusters Score -1128556 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -1128557.125000 Penalty: 2968.479492
	Iteration 23Q: 3 clusters Score -1128557 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 5096 members 
Entering Unmasked Estep 
Score: -1128554.625000 Penalty: 2968.479492
	Iteration 24Q: 3 clusters Score -1128555 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 5088 members 
Entering Unmasked Estep 
Score: -1128558.250000 Penalty: 2968.479492
	Iteration 25Q: 3 clusters Score -1128558 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -1128557.875000 Penalty: 2968.479492
	Iteration 26Q: 3 clusters Score -1128558 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 5078 members 
Entering Unmasked Estep 
Score: -1128556.125000 Penalty: 2968.479492
	Iteration 27Q: 3 clusters Score -1128556 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 5074 members 
Entering Unmasked Estep 
Score: -1128559.250000 Penalty: 2968.479492
	Iteration 28Q: 3 clusters Score -1128559 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -1128561.125000 Penalty: 2968.479492
	Iteration 29Q: 3 clusters Score -1128561 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -1128563.375000 Penalty: 2968.479492
	Iteration 30Q: 3 clusters Score -1128563 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -1128564.500000 Penalty: 2968.479492
	Iteration 31Q: 3 clusters Score -1128564 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -1128563.875000 Penalty: 2968.479492
	Iteration 32Q: 3 clusters Score -1128564 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 5053 members 
Entering Unmasked Estep 
Score: -1128562.750000 Penalty: 2968.479492
	Iteration 33Q: 3 clusters Score -1128563 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -1128563.750000 Penalty: 2968.479492
	Iteration 34Q: 3 clusters Score -1128564 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -1128564.750000 Penalty: 2968.479492
	Iteration 35Q: 3 clusters Score -1128565 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -1128565.125000 Penalty: 2968.479492
	Iteration 36Q: 3 clusters Score -1128565 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -1128564.250000 Penalty: 2968.479492
	Iteration 37Q: 3 clusters Score -1128564 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
Score: -1128567.000000 Penalty: 2968.479492
	Iteration 38Q: 3 clusters Score -1128567 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 5038 members 
Entering Unmasked Estep 
Score: -1128567.375000 Penalty: 2968.479492
	Iteration 39Q: 3 clusters Score -1128567 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -1128566.125000 Penalty: 2968.479492
	Iteration 40F: 3 clusters Score -1128566 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 23606 members 
Mstep: Class 3 contains 6992 members 
Mstep: Class 4 contains 72072 members 
Mstep: Class 5 contains 97985 members 
Mstep: Class 6 contains 2510 members 
Mstep: Class 7 contains 43052 members 
Mstep: Class 8 contains 154923 members 
Mstep: Class 9 contains 11065 members 
Mstep: Class 10 contains 10381 members 
Mstep: Class 11 contains 17463 members 
Mstep: Class 12 contains 19528 members 
Mstep: Class 13 contains 15099 members 
Mstep: Class 14 contains 19104 members 
Mstep: Class 15 contains 55254 members 
Mstep: Class 16 contains 39710 members 
Mstep: Class 17 contains 102026 members 
Mstep: Class 18 contains 23071 members 
Mstep: Class 19 contains 14435 members 
Mstep: Class 20 contains 48511 members 
Mstep: Class 21 contains 20545 members 
Mstep: Class 22 contains 13951 members 
Mstep: Class 23 contains 5037 members 
Entering Unmasked Estep 
Score: -100169568.000000 Penalty: 50896.632812
Splitting cluster 1 changes total score from -100169664.000000 to -100169568.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (23606 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23606 members 
Entering Unmasked Estep 
Score: -2752215.750000 Penalty: 1636.254028
	Iteration 0F: 2 clusters Score -2752216 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11904 members 
Mstep: Class 2 contains 11702 members 
Entering Unmasked Estep 
Score: -2736311.500000 Penalty: 3272.508057
	Iteration 0F: 3 clusters Score -2736312 nChanged 10714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12718 members 
Mstep: Class 2 contains 10888 members 
Entering Unmasked Estep 
Score: -2742933.000000 Penalty: 3272.508057
	Iteration 1F: 3 clusters Score -2742933 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13156 members 
Mstep: Class 2 contains 10450 members 
Entering Unmasked Estep 
Score: -2744127.500000 Penalty: 3272.508057
	Iteration 2F: 3 clusters Score -2744128 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13626 members 
Mstep: Class 2 contains 9980 members 
Entering Unmasked Estep 
Score: -2745359.000000 Penalty: 3272.508057
	Iteration 3F: 3 clusters Score -2745359 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14072 members 
Mstep: Class 2 contains 9534 members 
Entering Unmasked Estep 
Score: -2746648.250000 Penalty: 3272.508057
	Iteration 4F: 3 clusters Score -2746648 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14481 members 
Mstep: Class 2 contains 9125 members 
Entering Unmasked Estep 
Score: -2747831.000000 Penalty: 3272.508057
	Iteration 5F: 3 clusters Score -2747831 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14737 members 
Mstep: Class 2 contains 8869 members 
Entering Unmasked Estep 
Score: -2748718.000000 Penalty: 3272.508057
	Iteration 6F: 3 clusters Score -2748718 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14924 members 
Mstep: Class 2 contains 8682 members 
Entering Unmasked Estep 
Score: -2749374.000000 Penalty: 3272.508057
	Iteration 7Q: 3 clusters Score -2749374 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15056 members 
Mstep: Class 2 contains 8550 members 
Entering Unmasked Estep 
Score: -2749862.500000 Penalty: 3272.508057
	Iteration 8Q: 3 clusters Score -2749862 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15176 members 
Mstep: Class 2 contains 8430 members 
Entering Unmasked Estep 
Score: -2750233.000000 Penalty: 3272.508057
	Iteration 9Q: 3 clusters Score -2750233 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15311 members 
Mstep: Class 2 contains 8295 members 
Entering Unmasked Estep 
Score: -2750505.750000 Penalty: 3272.508057
	Iteration 10Q: 3 clusters Score -2750506 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15443 members 
Mstep: Class 2 contains 8163 members 
Entering Unmasked Estep 
Score: -2750725.500000 Penalty: 3272.508057
	Iteration 11Q: 3 clusters Score -2750726 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15579 members 
Mstep: Class 2 contains 8027 members 
Entering Unmasked Estep 
Score: -2750884.250000 Penalty: 3272.508057
	Iteration 12Q: 3 clusters Score -2750884 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15704 members 
Mstep: Class 2 contains 7902 members 
Entering Unmasked Estep 
Score: -2750994.250000 Penalty: 3272.508057
	Iteration 13Q: 3 clusters Score -2750994 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15822 members 
Mstep: Class 2 contains 7784 members 
Entering Unmasked Estep 
Score: -2751088.750000 Penalty: 3272.508057
	Iteration 14Q: 3 clusters Score -2751089 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15930 members 
Mstep: Class 2 contains 7676 members 
Entering Unmasked Estep 
Score: -2751157.250000 Penalty: 3272.508057
	Iteration 15Q: 3 clusters Score -2751157 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16027 members 
Mstep: Class 2 contains 7579 members 
Entering Unmasked Estep 
Score: -2751223.750000 Penalty: 3272.508057
	Iteration 16Q: 3 clusters Score -2751224 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16116 members 
Mstep: Class 2 contains 7490 members 
Entering Unmasked Estep 
Score: -2751281.250000 Penalty: 3272.508057
	Iteration 17Q: 3 clusters Score -2751281 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16188 members 
Mstep: Class 2 contains 7418 members 
Entering Unmasked Estep 
Score: -2751318.250000 Penalty: 3272.508057
	Iteration 18Q: 3 clusters Score -2751318 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16273 members 
Mstep: Class 2 contains 7333 members 
Entering Unmasked Estep 
Score: -2751347.000000 Penalty: 3272.508057
	Iteration 19Q: 3 clusters Score -2751347 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16349 members 
Mstep: Class 2 contains 7257 members 
Entering Unmasked Estep 
Score: -2751375.750000 Penalty: 3272.508057
	Iteration 20F: 3 clusters Score -2751376 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16415 members 
Mstep: Class 2 contains 7191 members 
Entering Unmasked Estep 
Score: -2751385.750000 Penalty: 3272.508057
	Iteration 21Q: 3 clusters Score -2751386 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16495 members 
Mstep: Class 2 contains 7111 members 
Entering Unmasked Estep 
Score: -2751396.750000 Penalty: 3272.508057
	Iteration 22Q: 3 clusters Score -2751397 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16580 members 
Mstep: Class 2 contains 7026 members 
Entering Unmasked Estep 
Score: -2751412.750000 Penalty: 3272.508057
	Iteration 23Q: 3 clusters Score -2751413 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16657 members 
Mstep: Class 2 contains 6949 members 
Entering Unmasked Estep 
Score: -2751422.000000 Penalty: 3272.508057
	Iteration 24Q: 3 clusters Score -2751422 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16729 members 
Mstep: Class 2 contains 6877 members 
Entering Unmasked Estep 
Score: -2751426.500000 Penalty: 3272.508057
	Iteration 25Q: 3 clusters Score -2751426 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16786 members 
Mstep: Class 2 contains 6820 members 
Entering Unmasked Estep 
Score: -2751437.750000 Penalty: 3272.508057
	Iteration 26Q: 3 clusters Score -2751438 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16832 members 
Mstep: Class 2 contains 6774 members 
Entering Unmasked Estep 
Score: -2751444.750000 Penalty: 3272.508057
	Iteration 27Q: 3 clusters Score -2751445 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16877 members 
Mstep: Class 2 contains 6729 members 
Entering Unmasked Estep 
Score: -2751455.250000 Penalty: 3272.508057
	Iteration 28Q: 3 clusters Score -2751455 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16909 members 
Mstep: Class 2 contains 6697 members 
Entering Unmasked Estep 
Score: -2751450.000000 Penalty: 3272.508057
	Iteration 29Q: 3 clusters Score -2751450 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16946 members 
Mstep: Class 2 contains 6660 members 
Entering Unmasked Estep 
Score: -2751459.000000 Penalty: 3272.508057
	Iteration 30Q: 3 clusters Score -2751459 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16986 members 
Mstep: Class 2 contains 6620 members 
Entering Unmasked Estep 
Score: -2751460.750000 Penalty: 3272.508057
	Iteration 31Q: 3 clusters Score -2751461 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17020 members 
Mstep: Class 2 contains 6586 members 
Entering Unmasked Estep 
Score: -2751476.250000 Penalty: 3272.508057
	Iteration 32Q: 3 clusters Score -2751476 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17059 members 
Mstep: Class 2 contains 6547 members 
Entering Unmasked Estep 
Score: -2751476.500000 Penalty: 3272.508057
	Iteration 33Q: 3 clusters Score -2751476 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17101 members 
Mstep: Class 2 contains 6505 members 
Entering Unmasked Estep 
Score: -2751486.250000 Penalty: 3272.508057
	Iteration 34Q: 3 clusters Score -2751486 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17142 members 
Mstep: Class 2 contains 6464 members 
Entering Unmasked Estep 
Score: -2751481.500000 Penalty: 3272.508057
	Iteration 35Q: 3 clusters Score -2751482 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17182 members 
Mstep: Class 2 contains 6424 members 
Entering Unmasked Estep 
Score: -2751491.750000 Penalty: 3272.508057
	Iteration 36Q: 3 clusters Score -2751492 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17222 members 
Mstep: Class 2 contains 6384 members 
Entering Unmasked Estep 
Score: -2751492.250000 Penalty: 3272.508057
	Iteration 37Q: 3 clusters Score -2751492 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17265 members 
Mstep: Class 2 contains 6341 members 
Entering Unmasked Estep 
Score: -2751494.250000 Penalty: 3272.508057
	Iteration 38Q: 3 clusters Score -2751494 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17300 members 
Mstep: Class 2 contains 6306 members 
Entering Unmasked Estep 
Score: -2751495.750000 Penalty: 3272.508057
	Iteration 39Q: 3 clusters Score -2751496 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17337 members 
Mstep: Class 2 contains 6269 members 
Entering Unmasked Estep 
Score: -2751494.750000 Penalty: 3272.508057
	Iteration 40F: 3 clusters Score -2751495 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17371 members 
Mstep: Class 2 contains 6235 members 
Entering Unmasked Estep 
Score: -2751506.500000 Penalty: 3272.508057
	Iteration 41Q: 3 clusters Score -2751506 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17403 members 
Mstep: Class 2 contains 6203 members 
Entering Unmasked Estep 
Score: -2751507.000000 Penalty: 3272.508057
	Iteration 42Q: 3 clusters Score -2751507 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17445 members 
Mstep: Class 2 contains 6161 members 
Entering Unmasked Estep 
Score: -2751522.250000 Penalty: 3272.508057
	Iteration 43Q: 3 clusters Score -2751522 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17485 members 
Mstep: Class 2 contains 6121 members 
Entering Unmasked Estep 
Score: -2751536.500000 Penalty: 3272.508057
	Iteration 44Q: 3 clusters Score -2751536 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17542 members 
Mstep: Class 2 contains 6064 members 
Entering Unmasked Estep 
Score: -2751539.250000 Penalty: 3272.508057
	Iteration 45Q: 3 clusters Score -2751539 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17583 members 
Mstep: Class 2 contains 6023 members 
Entering Unmasked Estep 
Score: -2751543.250000 Penalty: 3272.508057
	Iteration 46Q: 3 clusters Score -2751543 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17628 members 
Mstep: Class 2 contains 5978 members 
Entering Unmasked Estep 
Score: -2751536.000000 Penalty: 3272.508057
	Iteration 47Q: 3 clusters Score -2751536 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17662 members 
Mstep: Class 2 contains 5944 members 
Entering Unmasked Estep 
Score: -2751543.000000 Penalty: 3272.508057
	Iteration 48Q: 3 clusters Score -2751543 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17697 members 
Mstep: Class 2 contains 5909 members 
Entering Unmasked Estep 
Score: -2751544.750000 Penalty: 3272.508057
	Iteration 49Q: 3 clusters Score -2751545 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17743 members 
Mstep: Class 2 contains 5863 members 
Entering Unmasked Estep 
Score: -2751551.000000 Penalty: 3272.508057
	Iteration 50Q: 3 clusters Score -2751551 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17780 members 
Mstep: Class 2 contains 5826 members 
Entering Unmasked Estep 
Score: -2751552.500000 Penalty: 3272.508057
	Iteration 51Q: 3 clusters Score -2751552 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17820 members 
Mstep: Class 2 contains 5786 members 
Entering Unmasked Estep 
Score: -2751560.250000 Penalty: 3272.508057
	Iteration 52Q: 3 clusters Score -2751560 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17852 members 
Mstep: Class 2 contains 5754 members 
Entering Unmasked Estep 
Score: -2751560.500000 Penalty: 3272.508057
	Iteration 53Q: 3 clusters Score -2751560 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17884 members 
Mstep: Class 2 contains 5722 members 
Entering Unmasked Estep 
Score: -2751577.750000 Penalty: 3272.508057
	Iteration 54Q: 3 clusters Score -2751578 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17923 members 
Mstep: Class 2 contains 5683 members 
Entering Unmasked Estep 
Score: -2751576.500000 Penalty: 3272.508057
	Iteration 55Q: 3 clusters Score -2751576 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17958 members 
Mstep: Class 2 contains 5648 members 
Entering Unmasked Estep 
Score: -2751580.000000 Penalty: 3272.508057
	Iteration 56Q: 3 clusters Score -2751580 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17987 members 
Mstep: Class 2 contains 5619 members 
Entering Unmasked Estep 
Score: -2751570.250000 Penalty: 3272.508057
	Iteration 57Q: 3 clusters Score -2751570 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18005 members 
Mstep: Class 2 contains 5601 members 
Entering Unmasked Estep 
Score: -2751572.250000 Penalty: 3272.508057
	Iteration 58Q: 3 clusters Score -2751572 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18016 members 
Mstep: Class 2 contains 5590 members 
Entering Unmasked Estep 
Score: -2751575.500000 Penalty: 3272.508057
	Iteration 59Q: 3 clusters Score -2751576 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18025 members 
Mstep: Class 2 contains 5581 members 
Entering Unmasked Estep 
Score: -2751574.750000 Penalty: 3272.508057
	Iteration 60F: 3 clusters Score -2751575 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18029 members 
Mstep: Class 2 contains 5577 members 
Entering Unmasked Estep 
Score: -2751571.500000 Penalty: 3272.508057
	Iteration 61Q: 3 clusters Score -2751572 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18038 members 
Mstep: Class 2 contains 5568 members 
Entering Unmasked Estep 
Score: -2751575.000000 Penalty: 3272.508057
	Iteration 62Q: 3 clusters Score -2751575 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18049 members 
Mstep: Class 2 contains 5557 members 
Entering Unmasked Estep 
Score: -2751577.750000 Penalty: 3272.508057
	Iteration 63Q: 3 clusters Score -2751578 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18058 members 
Mstep: Class 2 contains 5548 members 
Entering Unmasked Estep 
Score: -2751580.250000 Penalty: 3272.508057
	Iteration 64Q: 3 clusters Score -2751580 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18070 members 
Mstep: Class 2 contains 5536 members 
Entering Unmasked Estep 
Score: -2751588.750000 Penalty: 3272.508057
	Iteration 65Q: 3 clusters Score -2751589 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18085 members 
Mstep: Class 2 contains 5521 members 
Entering Unmasked Estep 
Score: -2751594.000000 Penalty: 3272.508057
	Iteration 66Q: 3 clusters Score -2751594 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18095 members 
Mstep: Class 2 contains 5511 members 
Entering Unmasked Estep 
Score: -2751597.500000 Penalty: 3272.508057
	Iteration 67Q: 3 clusters Score -2751598 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18104 members 
Mstep: Class 2 contains 5502 members 
Entering Unmasked Estep 
Score: -2751598.750000 Penalty: 3272.508057
	Iteration 68Q: 3 clusters Score -2751599 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18114 members 
Mstep: Class 2 contains 5492 members 
Entering Unmasked Estep 
Score: -2751597.250000 Penalty: 3272.508057
	Iteration 69Q: 3 clusters Score -2751597 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18123 members 
Mstep: Class 2 contains 5483 members 
Entering Unmasked Estep 
Score: -2751603.000000 Penalty: 3272.508057
	Iteration 70Q: 3 clusters Score -2751603 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18130 members 
Mstep: Class 2 contains 5476 members 
Entering Unmasked Estep 
Score: -2751604.500000 Penalty: 3272.508057
	Iteration 71Q: 3 clusters Score -2751604 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18140 members 
Mstep: Class 2 contains 5466 members 
Entering Unmasked Estep 
Score: -2751599.500000 Penalty: 3272.508057
	Iteration 72Q: 3 clusters Score -2751600 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18148 members 
Mstep: Class 2 contains 5458 members 
Entering Unmasked Estep 
Score: -2751597.250000 Penalty: 3272.508057
	Iteration 73Q: 3 clusters Score -2751597 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18152 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -2751600.750000 Penalty: 3272.508057
	Iteration 74Q: 3 clusters Score -2751601 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18152 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -2751600.750000 Penalty: 3272.508057
	Iteration 75Q: 3 clusters Score -2751601 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18151 members 
Mstep: Class 2 contains 5455 members 
Entering Unmasked Estep 
Score: -2751600.500000 Penalty: 3272.508057
	Iteration 76Q: 3 clusters Score -2751600 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18153 members 
Mstep: Class 2 contains 5453 members 
Entering Unmasked Estep 
Score: -2751604.750000 Penalty: 3272.508057
	Iteration 77Q: 3 clusters Score -2751605 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18161 members 
Mstep: Class 2 contains 5445 members 
Entering Unmasked Estep 
Score: -2751603.750000 Penalty: 3272.508057
	Iteration 78Q: 3 clusters Score -2751604 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18168 members 
Mstep: Class 2 contains 5438 members 
Entering Unmasked Estep 
Score: -2751603.250000 Penalty: 3272.508057
	Iteration 79Q: 3 clusters Score -2751603 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18178 members 
Mstep: Class 2 contains 5428 members 
Entering Unmasked Estep 
Score: -2751597.000000 Penalty: 3272.508057
	Iteration 80F: 3 clusters Score -2751597 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18184 members 
Mstep: Class 2 contains 5422 members 
Entering Unmasked Estep 
Score: -2751606.500000 Penalty: 3272.508057
	Iteration 81Q: 3 clusters Score -2751606 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18192 members 
Mstep: Class 2 contains 5414 members 
Entering Unmasked Estep 
Score: -2751605.500000 Penalty: 3272.508057
	Iteration 82Q: 3 clusters Score -2751606 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18197 members 
Mstep: Class 2 contains 5409 members 
Entering Unmasked Estep 
Score: -2751603.250000 Penalty: 3272.508057
	Iteration 83Q: 3 clusters Score -2751603 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18199 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -2751601.750000 Penalty: 3272.508057
	Iteration 84Q: 3 clusters Score -2751602 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18202 members 
Mstep: Class 2 contains 5404 members 
Entering Unmasked Estep 
Score: -2751604.500000 Penalty: 3272.508057
	Iteration 85Q: 3 clusters Score -2751604 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18203 members 
Mstep: Class 2 contains 5403 members 
Entering Unmasked Estep 
Score: -2751605.000000 Penalty: 3272.508057
	Iteration 86Q: 3 clusters Score -2751605 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18203 members 
Mstep: Class 2 contains 5403 members 
Entering Unmasked Estep 
Score: -2751605.000000 Penalty: 3272.508057
	Iteration 87F: 3 clusters Score -2751605 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (6992 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6992 members 
Entering Unmasked Estep 
Score: -855288.375000 Penalty: 1438.534790
	Iteration 0F: 2 clusters Score -855288.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -850090.312500 Penalty: 2877.069580
	Iteration 0F: 3 clusters Score -850090.3 nChanged 2941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -851737.562500 Penalty: 2877.069580
	Iteration 1F: 3 clusters Score -851737.6 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -852043.062500 Penalty: 2877.069580
	Iteration 2F: 3 clusters Score -852043.1 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -852347.625000 Penalty: 2877.069580
	Iteration 3F: 3 clusters Score -852347.6 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -852680.875000 Penalty: 2877.069580
	Iteration 4F: 3 clusters Score -852680.9 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -853053.000000 Penalty: 2877.069580
	Iteration 5F: 3 clusters Score -853053 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -853506.250000 Penalty: 2877.069580
	Iteration 6F: 3 clusters Score -853506.2 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -853892.750000 Penalty: 2877.069580
	Iteration 7F: 3 clusters Score -853892.8 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -854173.000000 Penalty: 2877.069580
	Iteration 8F: 3 clusters Score -854173 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -854357.312500 Penalty: 2877.069580
	Iteration 9Q: 3 clusters Score -854357.3 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -854532.375000 Penalty: 2877.069580
	Iteration 10Q: 3 clusters Score -854532.4 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -854676.125000 Penalty: 2877.069580
	Iteration 11Q: 3 clusters Score -854676.1 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -854783.875000 Penalty: 2877.069580
	Iteration 12Q: 3 clusters Score -854783.9 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -854878.750000 Penalty: 2877.069580
	Iteration 13Q: 3 clusters Score -854878.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -854938.937500 Penalty: 2877.069580
	Iteration 14Q: 3 clusters Score -854938.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -854971.625000 Penalty: 2877.069580
	Iteration 15Q: 3 clusters Score -854971.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -854985.187500 Penalty: 2877.069580
	Iteration 16Q: 3 clusters Score -854985.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -854995.062500 Penalty: 2877.069580
	Iteration 17Q: 3 clusters Score -854995.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -855001.312500 Penalty: 2877.069580
	Iteration 18Q: 3 clusters Score -855001.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -855008.937500 Penalty: 2877.069580
	Iteration 19Q: 3 clusters Score -855008.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -855011.812500 Penalty: 2877.069580
	Iteration 20F: 3 clusters Score -855011.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -855014.125000 Penalty: 2877.069580
	Iteration 21Q: 3 clusters Score -855014.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -855013.750000 Penalty: 2877.069580
	Iteration 22Q: 3 clusters Score -855013.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -855017.875000 Penalty: 2877.069580
	Iteration 23Q: 3 clusters Score -855017.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -855017.812500 Penalty: 2877.069580
	Iteration 24Q: 3 clusters Score -855017.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -855019.375000 Penalty: 2877.069580
	Iteration 25Q: 3 clusters Score -855019.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -855021.625000 Penalty: 2877.069580
	Iteration 26Q: 3 clusters Score -855021.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -855019.812500 Penalty: 2877.069580
	Iteration 27Q: 3 clusters Score -855019.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -855020.125000 Penalty: 2877.069580
	Iteration 28Q: 3 clusters Score -855020.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -855020.187500 Penalty: 2877.069580
	Iteration 29Q: 3 clusters Score -855020.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -855019.937500 Penalty: 2877.069580
	Iteration 30Q: 3 clusters Score -855019.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -855020.625000 Penalty: 2877.069580
	Iteration 31Q: 3 clusters Score -855020.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -855020.625000 Penalty: 2877.069580
	Iteration 32F: 3 clusters Score -855020.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (72072 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72072 members 
Entering Unmasked Estep 
Score: -9030390.000000 Penalty: 1817.630859
	Iteration 0F: 2 clusters Score -9030390 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35817 members 
Mstep: Class 2 contains 36255 members 
Entering Unmasked Estep 
Score: -8982235.000000 Penalty: 3635.261719
	Iteration 0F: 3 clusters Score -8982235 nChanged 34356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34241 members 
Mstep: Class 2 contains 37831 members 
Entering Unmasked Estep 
Score: -9002636.000000 Penalty: 3635.261719
	Iteration 1F: 3 clusters Score -9002636 nChanged 3000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33569 members 
Mstep: Class 2 contains 38503 members 
Entering Unmasked Estep 
Score: -9003584.000000 Penalty: 3635.261719
	Iteration 2Q: 3 clusters Score -9003584 nChanged 3042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32563 members 
Mstep: Class 2 contains 39509 members 
Entering Unmasked Estep 
Score: -9004862.000000 Penalty: 3635.261719
	Iteration 3Q: 3 clusters Score -9004862 nChanged 3315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31252 members 
Mstep: Class 2 contains 40820 members 
Entering Unmasked Estep 
Score: -9006268.000000 Penalty: 3635.261719
	Iteration 4Q: 3 clusters Score -9006268 nChanged 3484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29664 members 
Mstep: Class 2 contains 42408 members 
Entering Unmasked Estep 
Score: -9008064.000000 Penalty: 3635.261719
	Iteration 5Q: 3 clusters Score -9008064 nChanged 3912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27518 members 
Mstep: Class 2 contains 44554 members 
Entering Unmasked Estep 
Score: -9010613.000000 Penalty: 3635.261719
	Iteration 6F: 3 clusters Score -9010613 nChanged 4342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24936 members 
Mstep: Class 2 contains 47136 members 
Entering Unmasked Estep 
Score: -9013962.000000 Penalty: 3635.261719
	Iteration 7F: 3 clusters Score -9013962 nChanged 4338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22218 members 
Mstep: Class 2 contains 49854 members 
Entering Unmasked Estep 
Score: -9017479.000000 Penalty: 3635.261719
	Iteration 8F: 3 clusters Score -9017479 nChanged 4045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19603 members 
Mstep: Class 2 contains 52469 members 
Entering Unmasked Estep 
Score: -9020735.000000 Penalty: 3635.261719
	Iteration 9F: 3 clusters Score -9020735 nChanged 3408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17383 members 
Mstep: Class 2 contains 54689 members 
Entering Unmasked Estep 
Score: -9023384.000000 Penalty: 3635.261719
	Iteration 10Q: 3 clusters Score -9023384 nChanged 2687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15588 members 
Mstep: Class 2 contains 56484 members 
Entering Unmasked Estep 
Score: -9025196.000000 Penalty: 3635.261719
	Iteration 11Q: 3 clusters Score -9025196 nChanged 2095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14185 members 
Mstep: Class 2 contains 57887 members 
Entering Unmasked Estep 
Score: -9026289.000000 Penalty: 3635.261719
	Iteration 12Q: 3 clusters Score -9026289 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13026 members 
Mstep: Class 2 contains 59046 members 
Entering Unmasked Estep 
Score: -9027132.000000 Penalty: 3635.261719
	Iteration 13Q: 3 clusters Score -9027132 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12040 members 
Mstep: Class 2 contains 60032 members 
Entering Unmasked Estep 
Score: -9027835.000000 Penalty: 3635.261719
	Iteration 14Q: 3 clusters Score -9027835 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11221 members 
Mstep: Class 2 contains 60851 members 
Entering Unmasked Estep 
Score: -9028315.000000 Penalty: 3635.261719
	Iteration 15Q: 3 clusters Score -9028315 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10502 members 
Mstep: Class 2 contains 61570 members 
Entering Unmasked Estep 
Score: -9028722.000000 Penalty: 3635.261719
	Iteration 16Q: 3 clusters Score -9028722 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9901 members 
Mstep: Class 2 contains 62171 members 
Entering Unmasked Estep 
Score: -9029020.000000 Penalty: 3635.261719
	Iteration 17Q: 3 clusters Score -9029020 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9382 members 
Mstep: Class 2 contains 62690 members 
Entering Unmasked Estep 
Score: -9029284.000000 Penalty: 3635.261719
	Iteration 18Q: 3 clusters Score -9029284 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8954 members 
Mstep: Class 2 contains 63118 members 
Entering Unmasked Estep 
Score: -9029515.000000 Penalty: 3635.261719
	Iteration 19Q: 3 clusters Score -9029515 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8568 members 
Mstep: Class 2 contains 63504 members 
Entering Unmasked Estep 
Score: -9029715.000000 Penalty: 3635.261719
	Iteration 20F: 3 clusters Score -9029715 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8234 members 
Mstep: Class 2 contains 63838 members 
Entering Unmasked Estep 
Score: -9029905.000000 Penalty: 3635.261719
	Iteration 21Q: 3 clusters Score -9029905 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7922 members 
Mstep: Class 2 contains 64150 members 
Entering Unmasked Estep 
Score: -9030015.000000 Penalty: 3635.261719
	Iteration 22Q: 3 clusters Score -9030015 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7661 members 
Mstep: Class 2 contains 64411 members 
Entering Unmasked Estep 
Score: -9030098.000000 Penalty: 3635.261719
	Iteration 23Q: 3 clusters Score -9030098 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7467 members 
Mstep: Class 2 contains 64605 members 
Entering Unmasked Estep 
Score: -9030124.000000 Penalty: 3635.261719
	Iteration 24Q: 3 clusters Score -9030124 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7298 members 
Mstep: Class 2 contains 64774 members 
Entering Unmasked Estep 
Score: -9030181.000000 Penalty: 3635.261719
	Iteration 25Q: 3 clusters Score -9030181 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7143 members 
Mstep: Class 2 contains 64929 members 
Entering Unmasked Estep 
Score: -9030210.000000 Penalty: 3635.261719
	Iteration 26Q: 3 clusters Score -9030210 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7017 members 
Mstep: Class 2 contains 65055 members 
Entering Unmasked Estep 
Score: -9030242.000000 Penalty: 3635.261719
	Iteration 27Q: 3 clusters Score -9030242 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6906 members 
Mstep: Class 2 contains 65166 members 
Entering Unmasked Estep 
Score: -9030239.000000 Penalty: 3635.261719
	Iteration 28Q: 3 clusters Score -9030239 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6836 members 
Mstep: Class 2 contains 65236 members 
Entering Unmasked Estep 
Score: -9030237.000000 Penalty: 3635.261719
	Iteration 29Q: 3 clusters Score -9030237 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6761 members 
Mstep: Class 2 contains 65311 members 
Entering Unmasked Estep 
Score: -9030264.000000 Penalty: 3635.261719
	Iteration 30Q: 3 clusters Score -9030264 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6702 members 
Mstep: Class 2 contains 65370 members 
Entering Unmasked Estep 
Score: -9030266.000000 Penalty: 3635.261719
	Iteration 31Q: 3 clusters Score -9030266 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6646 members 
Mstep: Class 2 contains 65426 members 
Entering Unmasked Estep 
Score: -9030285.000000 Penalty: 3635.261719
	Iteration 32Q: 3 clusters Score -9030285 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6605 members 
Mstep: Class 2 contains 65467 members 
Entering Unmasked Estep 
Score: -9030297.000000 Penalty: 3635.261719
	Iteration 33Q: 3 clusters Score -9030297 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6573 members 
Mstep: Class 2 contains 65499 members 
Entering Unmasked Estep 
Score: -9030302.000000 Penalty: 3635.261719
	Iteration 34Q: 3 clusters Score -9030302 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6548 members 
Mstep: Class 2 contains 65524 members 
Entering Unmasked Estep 
Score: -9030304.000000 Penalty: 3635.261719
	Iteration 35Q: 3 clusters Score -9030304 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6531 members 
Mstep: Class 2 contains 65541 members 
Entering Unmasked Estep 
Score: -9030309.000000 Penalty: 3635.261719
	Iteration 36Q: 3 clusters Score -9030309 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6515 members 
Mstep: Class 2 contains 65557 members 
Entering Unmasked Estep 
Score: -9030307.000000 Penalty: 3635.261719
	Iteration 37Q: 3 clusters Score -9030307 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6502 members 
Mstep: Class 2 contains 65570 members 
Entering Unmasked Estep 
Score: -9030308.000000 Penalty: 3635.261719
	Iteration 38Q: 3 clusters Score -9030308 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6485 members 
Mstep: Class 2 contains 65587 members 
Entering Unmasked Estep 
Score: -9030319.000000 Penalty: 3635.261719
	Iteration 39Q: 3 clusters Score -9030319 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6469 members 
Mstep: Class 2 contains 65603 members 
Entering Unmasked Estep 
Score: -9030318.000000 Penalty: 3635.261719
	Iteration 40F: 3 clusters Score -9030318 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6454 members 
Mstep: Class 2 contains 65618 members 
Entering Unmasked Estep 
Score: -9030321.000000 Penalty: 3635.261719
	Iteration 41Q: 3 clusters Score -9030321 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6438 members 
Mstep: Class 2 contains 65634 members 
Entering Unmasked Estep 
Score: -9030319.000000 Penalty: 3635.261719
	Iteration 42Q: 3 clusters Score -9030319 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6426 members 
Mstep: Class 2 contains 65646 members 
Entering Unmasked Estep 
Score: -9030317.000000 Penalty: 3635.261719
	Iteration 43Q: 3 clusters Score -9030317 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6415 members 
Mstep: Class 2 contains 65657 members 
Entering Unmasked Estep 
Score: -9030322.000000 Penalty: 3635.261719
	Iteration 44Q: 3 clusters Score -9030322 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6405 members 
Mstep: Class 2 contains 65667 members 
Entering Unmasked Estep 
Score: -9030321.000000 Penalty: 3635.261719
	Iteration 45Q: 3 clusters Score -9030321 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6398 members 
Mstep: Class 2 contains 65674 members 
Entering Unmasked Estep 
Score: -9030327.000000 Penalty: 3635.261719
	Iteration 46Q: 3 clusters Score -9030327 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6393 members 
Mstep: Class 2 contains 65679 members 
Entering Unmasked Estep 
Score: -9030327.000000 Penalty: 3635.261719
	Iteration 47Q: 3 clusters Score -9030327 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6388 members 
Mstep: Class 2 contains 65684 members 
Entering Unmasked Estep 
Score: -9030325.000000 Penalty: 3635.261719
	Iteration 48Q: 3 clusters Score -9030325 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6385 members 
Mstep: Class 2 contains 65687 members 
Entering Unmasked Estep 
Score: -9030331.000000 Penalty: 3635.261719
	Iteration 49Q: 3 clusters Score -9030331 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6383 members 
Mstep: Class 2 contains 65689 members 
Entering Unmasked Estep 
Score: -9030335.000000 Penalty: 3635.261719
	Iteration 50Q: 3 clusters Score -9030335 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6382 members 
Mstep: Class 2 contains 65690 members 
Entering Unmasked Estep 
Score: -9030333.000000 Penalty: 3635.261719
	Iteration 51Q: 3 clusters Score -9030333 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6382 members 
Mstep: Class 2 contains 65690 members 
Entering Unmasked Estep 
Score: -9030333.000000 Penalty: 3635.261719
	Iteration 52F: 3 clusters Score -9030333 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (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: -12368060.000000 Penalty: 1867.542603
	Iteration 0F: 2 clusters Score -1.236806e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48557 members 
Mstep: Class 2 contains 49428 members 
Entering Unmasked Estep 
Score: -12302916.000000 Penalty: 3735.085205
	Iteration 0F: 3 clusters Score -1.230292e+07 nChanged 46717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41684 members 
Mstep: Class 2 contains 56301 members 
Entering Unmasked Estep 
Score: -12331681.000000 Penalty: 3735.085205
	Iteration 1F: 3 clusters Score -1.233168e+07 nChanged 5515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37229 members 
Mstep: Class 2 contains 60756 members 
Entering Unmasked Estep 
Score: -12334363.000000 Penalty: 3735.085205
	Iteration 2F: 3 clusters Score -1.233436e+07 nChanged 7043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30886 members 
Mstep: Class 2 contains 67099 members 
Entering Unmasked Estep 
Score: -12338961.000000 Penalty: 3735.085205
	Iteration 3F: 3 clusters Score -1.233896e+07 nChanged 8219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23131 members 
Mstep: Class 2 contains 74854 members 
Entering Unmasked Estep 
Score: -12345604.000000 Penalty: 3735.085205
	Iteration 4F: 3 clusters Score -1.23456e+07 nChanged 8288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15119 members 
Mstep: Class 2 contains 82866 members 
Entering Unmasked Estep 
Score: -12353166.000000 Penalty: 3735.085205
	Iteration 5F: 3 clusters Score -1.235317e+07 nChanged 6627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8616 members 
Mstep: Class 2 contains 89369 members 
Entering Unmasked Estep 
Score: -12359174.000000 Penalty: 3735.085205
	Iteration 6F: 3 clusters Score -1.235917e+07 nChanged 4173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 93522 members 
Entering Unmasked Estep 
Score: -12362891.000000 Penalty: 3735.085205
	Iteration 7Q: 3 clusters Score -1.236289e+07 nChanged 2254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 95768 members 
Entering Unmasked Estep 
Score: -12364769.000000 Penalty: 3735.085205
	Iteration 8Q: 3 clusters Score -1.236477e+07 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 96813 members 
Entering Unmasked Estep 
Score: -12365668.000000 Penalty: 3735.085205
	Iteration 9Q: 3 clusters Score -1.236567e+07 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 97281 members 
Entering Unmasked Estep 
Score: -12366085.000000 Penalty: 3735.085205
	Iteration 10Q: 3 clusters Score -1.236608e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 97472 members 
Entering Unmasked Estep 
Score: -12366310.000000 Penalty: 3735.085205
	Iteration 11Q: 3 clusters Score -1.236631e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 97564 members 
Entering Unmasked Estep 
Score: -12366398.000000 Penalty: 3735.085205
	Iteration 12Q: 3 clusters Score -1.23664e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 97601 members 
Entering Unmasked Estep 
Score: -12366442.000000 Penalty: 3735.085205
	Iteration 13Q: 3 clusters Score -1.236644e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 97632 members 
Entering Unmasked Estep 
Score: -12366483.000000 Penalty: 3735.085205
	Iteration 14Q: 3 clusters Score -1.236648e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 97642 members 
Entering Unmasked Estep 
Score: -12366510.000000 Penalty: 3735.085205
	Iteration 15Q: 3 clusters Score -1.236651e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 97649 members 
Entering Unmasked Estep 
Score: -12366517.000000 Penalty: 3735.085205
	Iteration 16Q: 3 clusters Score -1.236652e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 97654 members 
Entering Unmasked Estep 
Score: -12366533.000000 Penalty: 3735.085205
	Iteration 17Q: 3 clusters Score -1.236653e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 97661 members 
Entering Unmasked Estep 
Score: -12366526.000000 Penalty: 3735.085205
	Iteration 18Q: 3 clusters Score -1.236653e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 97664 members 
Entering Unmasked Estep 
Score: -12366547.000000 Penalty: 3735.085205
	Iteration 19Q: 3 clusters Score -1.236655e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 97668 members 
Entering Unmasked Estep 
Score: -12366545.000000 Penalty: 3735.085205
	Iteration 20F: 3 clusters Score -1.236654e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 97673 members 
Entering Unmasked Estep 
Score: -12366547.000000 Penalty: 3735.085205
	Iteration 21Q: 3 clusters Score -1.236655e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 97681 members 
Entering Unmasked Estep 
Score: -12366546.000000 Penalty: 3735.085205
	Iteration 22Q: 3 clusters Score -1.236655e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 97682 members 
Entering Unmasked Estep 
Score: -12366558.000000 Penalty: 3735.085205
	Iteration 23Q: 3 clusters Score -1.236656e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 97684 members 
Entering Unmasked Estep 
Score: -12366556.000000 Penalty: 3735.085205
	Iteration 24Q: 3 clusters Score -1.236656e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 97686 members 
Entering Unmasked Estep 
Score: -12366561.000000 Penalty: 3735.085205
	Iteration 25Q: 3 clusters Score -1.236656e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 97687 members 
Entering Unmasked Estep 
Score: -12366557.000000 Penalty: 3735.085205
	Iteration 26Q: 3 clusters Score -1.236656e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 97685 members 
Entering Unmasked Estep 
Score: -12366568.000000 Penalty: 3735.085205
	Iteration 27Q: 3 clusters Score -1.236657e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 97688 members 
Entering Unmasked Estep 
Score: -12366572.000000 Penalty: 3735.085205
	Iteration 28Q: 3 clusters Score -1.236657e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 97690 members 
Entering Unmasked Estep 
Score: -12366579.000000 Penalty: 3735.085205
	Iteration 29Q: 3 clusters Score -1.236658e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 97689 members 
Entering Unmasked Estep 
Score: -12366580.000000 Penalty: 3735.085205
	Iteration 30Q: 3 clusters Score -1.236658e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 97691 members 
Entering Unmasked Estep 
Score: -12366577.000000 Penalty: 3735.085205
	Iteration 31Q: 3 clusters Score -1.236658e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 97692 members 
Entering Unmasked Estep 
Score: -12366580.000000 Penalty: 3735.085205
	Iteration 32Q: 3 clusters Score -1.236658e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 97693 members 
Entering Unmasked Estep 
Score: -12366578.000000 Penalty: 3735.085205
	Iteration 33Q: 3 clusters Score -1.236658e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 97694 members 
Entering Unmasked Estep 
Score: -12366581.000000 Penalty: 3735.085205
	Iteration 34Q: 3 clusters Score -1.236658e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 97696 members 
Entering Unmasked Estep 
Score: -12366579.000000 Penalty: 3735.085205
	Iteration 35Q: 3 clusters Score -1.236658e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 97695 members 
Entering Unmasked Estep 
Score: -12366582.000000 Penalty: 3735.085205
	Iteration 36Q: 3 clusters Score -1.236658e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 97695 members 
Entering Unmasked Estep 
Score: -12366582.000000 Penalty: 3735.085205
	Iteration 37F: 3 clusters Score -1.236658e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2510 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Entering Unmasked Estep 
Score: -284995.000000 Penalty: 1272.056152
	Iteration 0F: 2 clusters Score -284995 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -282715.906250 Penalty: 2544.112305
	Iteration 0F: 3 clusters Score -282715.9 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -283840.843750 Penalty: 2544.112305
	Iteration 1F: 3 clusters Score -283840.8 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -284452.750000 Penalty: 2544.112305
	Iteration 2F: 3 clusters Score -284452.8 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -285356.312500 Penalty: 2544.112305
	Iteration 3F: 3 clusters Score -285356.3 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -286728.968750 Penalty: 2544.112305
	Iteration 4F: 3 clusters Score -286729 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -288138.562500 Penalty: 2544.112305
	Iteration 5F: 3 clusters Score -288138.6 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -288538.750000 Penalty: 2544.112305
	Iteration 6F: 3 clusters Score -288538.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -288699.000000 Penalty: 2544.112305
	Iteration 7Q: 3 clusters Score -288699 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -288796.875000 Penalty: 2544.112305
	Iteration 8Q: 3 clusters Score -288796.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -288851.687500 Penalty: 2544.112305
	Iteration 9Q: 3 clusters Score -288851.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -288884.531250 Penalty: 2544.112305
	Iteration 10Q: 3 clusters Score -288884.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -288893.281250 Penalty: 2544.112305
	Iteration 11Q: 3 clusters Score -288893.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -288893.437500 Penalty: 2544.112305
	Iteration 12Q: 3 clusters Score -288893.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -288893.437500 Penalty: 2544.112305
	Iteration 13F: 3 clusters Score -288893.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 9263 members 
Mstep: Class 2 contains 23606 members 
Mstep: Class 3 contains 6992 members 
Mstep: Class 4 contains 72072 members 
Mstep: Class 5 contains 97985 members 
Mstep: Class 6 contains 471 members 
Mstep: Class 7 contains 43052 members 
Mstep: Class 8 contains 154923 members 
Mstep: Class 9 contains 11065 members 
Mstep: Class 10 contains 10381 members 
Mstep: Class 11 contains 17463 members 
Mstep: Class 12 contains 19528 members 
Mstep: Class 13 contains 15099 members 
Mstep: Class 14 contains 19104 members 
Mstep: Class 15 contains 55254 members 
Mstep: Class 16 contains 39710 members 
Mstep: Class 17 contains 102026 members 
Mstep: Class 18 contains 23071 members 
Mstep: Class 19 contains 14435 members 
Mstep: Class 20 contains 48511 members 
Mstep: Class 21 contains 20545 members 
Mstep: Class 22 contains 13951 members 
Mstep: Class 23 contains 2039 members 
Entering Unmasked Estep 
Score: -100173072.000000 Penalty: 50896.632812
Splitting cluster 6 changes total score from -100169664.000000 to -100173072.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 7 (43052 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43052 members 
Entering Unmasked Estep 
Score: -5446737.000000 Penalty: 1733.901611
	Iteration 0F: 2 clusters Score -5446737 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21763 members 
Mstep: Class 2 contains 21289 members 
Entering Unmasked Estep 
Score: -5418019.500000 Penalty: 3467.803223
	Iteration 0F: 3 clusters Score -5418020 nChanged 20042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23547 members 
Mstep: Class 2 contains 19505 members 
Entering Unmasked Estep 
Score: -5429714.000000 Penalty: 3467.803223
	Iteration 1F: 3 clusters Score -5429714 nChanged 2262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24713 members 
Mstep: Class 2 contains 18339 members 
Entering Unmasked Estep 
Score: -5431032.500000 Penalty: 3467.803223
	Iteration 2F: 3 clusters Score -5431032 nChanged 2735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26226 members 
Mstep: Class 2 contains 16826 members 
Entering Unmasked Estep 
Score: -5433088.000000 Penalty: 3467.803223
	Iteration 3F: 3 clusters Score -5433088 nChanged 3024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27914 members 
Mstep: Class 2 contains 15138 members 
Entering Unmasked Estep 
Score: -5435522.000000 Penalty: 3467.803223
	Iteration 4F: 3 clusters Score -5435522 nChanged 2992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29438 members 
Mstep: Class 2 contains 13614 members 
Entering Unmasked Estep 
Score: -5437801.500000 Penalty: 3467.803223
	Iteration 5F: 3 clusters Score -5437802 nChanged 2675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30579 members 
Mstep: Class 2 contains 12473 members 
Entering Unmasked Estep 
Score: -5439708.000000 Penalty: 3467.803223
	Iteration 6F: 3 clusters Score -5439708 nChanged 2313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31334 members 
Mstep: Class 2 contains 11718 members 
Entering Unmasked Estep 
Score: -5441325.500000 Penalty: 3467.803223
	Iteration 7F: 3 clusters Score -5441326 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31792 members 
Mstep: Class 2 contains 11260 members 
Entering Unmasked Estep 
Score: -5442621.500000 Penalty: 3467.803223
	Iteration 8Q: 3 clusters Score -5442622 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32110 members 
Mstep: Class 2 contains 10942 members 
Entering Unmasked Estep 
Score: -5443804.000000 Penalty: 3467.803223
	Iteration 9Q: 3 clusters Score -5443804 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32309 members 
Mstep: Class 2 contains 10743 members 
Entering Unmasked Estep 
Score: -5444864.500000 Penalty: 3467.803223
	Iteration 10Q: 3 clusters Score -5444864 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32327 members 
Mstep: Class 2 contains 10725 members 
Entering Unmasked Estep 
Score: -5445657.000000 Penalty: 3467.803223
	Iteration 11Q: 3 clusters Score -5445657 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32207 members 
Mstep: Class 2 contains 10845 members 
Entering Unmasked Estep 
Score: -5446079.500000 Penalty: 3467.803223
	Iteration 12Q: 3 clusters Score -5446080 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31976 members 
Mstep: Class 2 contains 11076 members 
Entering Unmasked Estep 
Score: -5446265.500000 Penalty: 3467.803223
	Iteration 13Q: 3 clusters Score -5446266 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31722 members 
Mstep: Class 2 contains 11330 members 
Entering Unmasked Estep 
Score: -5446426.000000 Penalty: 3467.803223
	Iteration 14Q: 3 clusters Score -5446426 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31469 members 
Mstep: Class 2 contains 11583 members 
Entering Unmasked Estep 
Score: -5446527.500000 Penalty: 3467.803223
	Iteration 15Q: 3 clusters Score -5446528 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31179 members 
Mstep: Class 2 contains 11873 members 
Entering Unmasked Estep 
Score: -5446598.000000 Penalty: 3467.803223
	Iteration 16Q: 3 clusters Score -5446598 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30856 members 
Mstep: Class 2 contains 12196 members 
Entering Unmasked Estep 
Score: -5446680.000000 Penalty: 3467.803223
	Iteration 17Q: 3 clusters Score -5446680 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30526 members 
Mstep: Class 2 contains 12526 members 
Entering Unmasked Estep 
Score: -5446785.500000 Penalty: 3467.803223
	Iteration 18Q: 3 clusters Score -5446786 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30179 members 
Mstep: Class 2 contains 12873 members 
Entering Unmasked Estep 
Score: -5446868.000000 Penalty: 3467.803223
	Iteration 19Q: 3 clusters Score -5446868 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29823 members 
Mstep: Class 2 contains 13229 members 
Entering Unmasked Estep 
Score: -5446937.500000 Penalty: 3467.803223
	Iteration 20F: 3 clusters Score -5446938 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29483 members 
Mstep: Class 2 contains 13569 members 
Entering Unmasked Estep 
Score: -5447015.500000 Penalty: 3467.803223
	Iteration 21Q: 3 clusters Score -5447016 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29144 members 
Mstep: Class 2 contains 13908 members 
Entering Unmasked Estep 
Score: -5447081.000000 Penalty: 3467.803223
	Iteration 22Q: 3 clusters Score -5447081 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28823 members 
Mstep: Class 2 contains 14229 members 
Entering Unmasked Estep 
Score: -5447150.000000 Penalty: 3467.803223
	Iteration 23Q: 3 clusters Score -5447150 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28488 members 
Mstep: Class 2 contains 14564 members 
Entering Unmasked Estep 
Score: -5447249.000000 Penalty: 3467.803223
	Iteration 24Q: 3 clusters Score -5447249 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28159 members 
Mstep: Class 2 contains 14893 members 
Entering Unmasked Estep 
Score: -5447299.500000 Penalty: 3467.803223
	Iteration 25Q: 3 clusters Score -5447300 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27830 members 
Mstep: Class 2 contains 15222 members 
Entering Unmasked Estep 
Score: -5447350.500000 Penalty: 3467.803223
	Iteration 26Q: 3 clusters Score -5447350 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27520 members 
Mstep: Class 2 contains 15532 members 
Entering Unmasked Estep 
Score: -5447420.000000 Penalty: 3467.803223
	Iteration 27Q: 3 clusters Score -5447420 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27231 members 
Mstep: Class 2 contains 15821 members 
Entering Unmasked Estep 
Score: -5447460.500000 Penalty: 3467.803223
	Iteration 28Q: 3 clusters Score -5447460 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26939 members 
Mstep: Class 2 contains 16113 members 
Entering Unmasked Estep 
Score: -5447520.000000 Penalty: 3467.803223
	Iteration 29Q: 3 clusters Score -5447520 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26655 members 
Mstep: Class 2 contains 16397 members 
Entering Unmasked Estep 
Score: -5447591.000000 Penalty: 3467.803223
	Iteration 30Q: 3 clusters Score -5447591 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26342 members 
Mstep: Class 2 contains 16710 members 
Entering Unmasked Estep 
Score: -5447658.000000 Penalty: 3467.803223
	Iteration 31Q: 3 clusters Score -5447658 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26030 members 
Mstep: Class 2 contains 17022 members 
Entering Unmasked Estep 
Score: -5447714.500000 Penalty: 3467.803223
	Iteration 32Q: 3 clusters Score -5447714 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25741 members 
Mstep: Class 2 contains 17311 members 
Entering Unmasked Estep 
Score: -5447742.000000 Penalty: 3467.803223
	Iteration 33Q: 3 clusters Score -5447742 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25465 members 
Mstep: Class 2 contains 17587 members 
Entering Unmasked Estep 
Score: -5447801.000000 Penalty: 3467.803223
	Iteration 34Q: 3 clusters Score -5447801 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25184 members 
Mstep: Class 2 contains 17868 members 
Entering Unmasked Estep 
Score: -5447872.000000 Penalty: 3467.803223
	Iteration 35Q: 3 clusters Score -5447872 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24896 members 
Mstep: Class 2 contains 18156 members 
Entering Unmasked Estep 
Score: -5447951.000000 Penalty: 3467.803223
	Iteration 36Q: 3 clusters Score -5447951 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24617 members 
Mstep: Class 2 contains 18435 members 
Entering Unmasked Estep 
Score: -5448019.500000 Penalty: 3467.803223
	Iteration 37Q: 3 clusters Score -5448020 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24346 members 
Mstep: Class 2 contains 18706 members 
Entering Unmasked Estep 
Score: -5448050.500000 Penalty: 3467.803223
	Iteration 38Q: 3 clusters Score -5448050 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24074 members 
Mstep: Class 2 contains 18978 members 
Entering Unmasked Estep 
Score: -5448127.000000 Penalty: 3467.803223
	Iteration 39Q: 3 clusters Score -5448127 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23772 members 
Mstep: Class 2 contains 19280 members 
Entering Unmasked Estep 
Score: -5448202.500000 Penalty: 3467.803223
	Iteration 40F: 3 clusters Score -5448202 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23471 members 
Mstep: Class 2 contains 19581 members 
Entering Unmasked Estep 
Score: -5448278.000000 Penalty: 3467.803223
	Iteration 41Q: 3 clusters Score -5448278 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23191 members 
Mstep: Class 2 contains 19861 members 
Entering Unmasked Estep 
Score: -5448319.000000 Penalty: 3467.803223
	Iteration 42Q: 3 clusters Score -5448319 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22931 members 
Mstep: Class 2 contains 20121 members 
Entering Unmasked Estep 
Score: -5448355.500000 Penalty: 3467.803223
	Iteration 43Q: 3 clusters Score -5448356 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22682 members 
Mstep: Class 2 contains 20370 members 
Entering Unmasked Estep 
Score: -5448412.500000 Penalty: 3467.803223
	Iteration 44Q: 3 clusters Score -5448412 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22441 members 
Mstep: Class 2 contains 20611 members 
Entering Unmasked Estep 
Score: -5448459.500000 Penalty: 3467.803223
	Iteration 45Q: 3 clusters Score -5448460 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22241 members 
Mstep: Class 2 contains 20811 members 
Entering Unmasked Estep 
Score: -5448466.500000 Penalty: 3467.803223
	Iteration 46Q: 3 clusters Score -5448466 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22072 members 
Mstep: Class 2 contains 20980 members 
Entering Unmasked Estep 
Score: -5448482.500000 Penalty: 3467.803223
	Iteration 47Q: 3 clusters Score -5448482 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21914 members 
Mstep: Class 2 contains 21138 members 
Entering Unmasked Estep 
Score: -5448494.500000 Penalty: 3467.803223
	Iteration 48Q: 3 clusters Score -5448494 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21787 members 
Mstep: Class 2 contains 21265 members 
Entering Unmasked Estep 
Score: -5448505.500000 Penalty: 3467.803223
	Iteration 49Q: 3 clusters Score -5448506 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21665 members 
Mstep: Class 2 contains 21387 members 
Entering Unmasked Estep 
Score: -5448507.000000 Penalty: 3467.803223
	Iteration 50Q: 3 clusters Score -5448507 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21555 members 
Mstep: Class 2 contains 21497 members 
Entering Unmasked Estep 
Score: -5448529.500000 Penalty: 3467.803223
	Iteration 51Q: 3 clusters Score -5448530 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21467 members 
Mstep: Class 2 contains 21585 members 
Entering Unmasked Estep 
Score: -5448522.000000 Penalty: 3467.803223
	Iteration 52Q: 3 clusters Score -5448522 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21389 members 
Mstep: Class 2 contains 21663 members 
Entering Unmasked Estep 
Score: -5448543.000000 Penalty: 3467.803223
	Iteration 53Q: 3 clusters Score -5448543 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21321 members 
Mstep: Class 2 contains 21731 members 
Entering Unmasked Estep 
Score: -5448562.000000 Penalty: 3467.803223
	Iteration 54Q: 3 clusters Score -5448562 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21268 members 
Mstep: Class 2 contains 21784 members 
Entering Unmasked Estep 
Score: -5448561.000000 Penalty: 3467.803223
	Iteration 55Q: 3 clusters Score -5448561 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21224 members 
Mstep: Class 2 contains 21828 members 
Entering Unmasked Estep 
Score: -5448550.000000 Penalty: 3467.803223
	Iteration 56Q: 3 clusters Score -5448550 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21175 members 
Mstep: Class 2 contains 21877 members 
Entering Unmasked Estep 
Score: -5448542.000000 Penalty: 3467.803223
	Iteration 57Q: 3 clusters Score -5448542 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21137 members 
Mstep: Class 2 contains 21915 members 
Entering Unmasked Estep 
Score: -5448549.500000 Penalty: 3467.803223
	Iteration 58Q: 3 clusters Score -5448550 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21099 members 
Mstep: Class 2 contains 21953 members 
Entering Unmasked Estep 
Score: -5448540.500000 Penalty: 3467.803223
	Iteration 59Q: 3 clusters Score -5448540 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21068 members 
Mstep: Class 2 contains 21984 members 
Entering Unmasked Estep 
Score: -5448540.500000 Penalty: 3467.803223
	Iteration 60F: 3 clusters Score -5448540 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21027 members 
Mstep: Class 2 contains 22025 members 
Entering Unmasked Estep 
Score: -5448547.500000 Penalty: 3467.803223
	Iteration 61Q: 3 clusters Score -5448548 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20981 members 
Mstep: Class 2 contains 22071 members 
Entering Unmasked Estep 
Score: -5448562.000000 Penalty: 3467.803223
	Iteration 62Q: 3 clusters Score -5448562 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20942 members 
Mstep: Class 2 contains 22110 members 
Entering Unmasked Estep 
Score: -5448567.500000 Penalty: 3467.803223
	Iteration 63Q: 3 clusters Score -5448568 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20909 members 
Mstep: Class 2 contains 22143 members 
Entering Unmasked Estep 
Score: -5448558.500000 Penalty: 3467.803223
	Iteration 64Q: 3 clusters Score -5448558 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20881 members 
Mstep: Class 2 contains 22171 members 
Entering Unmasked Estep 
Score: -5448567.000000 Penalty: 3467.803223
	Iteration 65Q: 3 clusters Score -5448567 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20857 members 
Mstep: Class 2 contains 22195 members 
Entering Unmasked Estep 
Score: -5448561.500000 Penalty: 3467.803223
	Iteration 66Q: 3 clusters Score -5448562 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20837 members 
Mstep: Class 2 contains 22215 members 
Entering Unmasked Estep 
Score: -5448551.500000 Penalty: 3467.803223
	Iteration 67Q: 3 clusters Score -5448552 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20823 members 
Mstep: Class 2 contains 22229 members 
Entering Unmasked Estep 
Score: -5448553.000000 Penalty: 3467.803223
	Iteration 68Q: 3 clusters Score -5448553 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20810 members 
Mstep: Class 2 contains 22242 members 
Entering Unmasked Estep 
Score: -5448555.500000 Penalty: 3467.803223
	Iteration 69Q: 3 clusters Score -5448556 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20795 members 
Mstep: Class 2 contains 22257 members 
Entering Unmasked Estep 
Score: -5448562.000000 Penalty: 3467.803223
	Iteration 70Q: 3 clusters Score -5448562 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20776 members 
Mstep: Class 2 contains 22276 members 
Entering Unmasked Estep 
Score: -5448557.000000 Penalty: 3467.803223
	Iteration 71Q: 3 clusters Score -5448557 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20761 members 
Mstep: Class 2 contains 22291 members 
Entering Unmasked Estep 
Score: -5448555.500000 Penalty: 3467.803223
	Iteration 72Q: 3 clusters Score -5448556 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20756 members 
Mstep: Class 2 contains 22296 members 
Entering Unmasked Estep 
Score: -5448555.000000 Penalty: 3467.803223
	Iteration 73Q: 3 clusters Score -5448555 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20744 members 
Mstep: Class 2 contains 22308 members 
Entering Unmasked Estep 
Score: -5448554.500000 Penalty: 3467.803223
	Iteration 74Q: 3 clusters Score -5448554 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20738 members 
Mstep: Class 2 contains 22314 members 
Entering Unmasked Estep 
Score: -5448559.000000 Penalty: 3467.803223
	Iteration 75Q: 3 clusters Score -5448559 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20731 members 
Mstep: Class 2 contains 22321 members 
Entering Unmasked Estep 
Score: -5448559.500000 Penalty: 3467.803223
	Iteration 76Q: 3 clusters Score -5448560 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20725 members 
Mstep: Class 2 contains 22327 members 
Entering Unmasked Estep 
Score: -5448563.000000 Penalty: 3467.803223
	Iteration 77Q: 3 clusters Score -5448563 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20721 members 
Mstep: Class 2 contains 22331 members 
Entering Unmasked Estep 
Score: -5448570.000000 Penalty: 3467.803223
	Iteration 78Q: 3 clusters Score -5448570 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20719 members 
Mstep: Class 2 contains 22333 members 
Entering Unmasked Estep 
Score: -5448570.500000 Penalty: 3467.803223
	Iteration 79Q: 3 clusters Score -5448570 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20717 members 
Mstep: Class 2 contains 22335 members 
Entering Unmasked Estep 
Score: -5448568.500000 Penalty: 3467.803223
	Iteration 80F: 3 clusters Score -5448568 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20713 members 
Mstep: Class 2 contains 22339 members 
Entering Unmasked Estep 
Score: -5448576.000000 Penalty: 3467.803223
	Iteration 81Q: 3 clusters Score -5448576 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20709 members 
Mstep: Class 2 contains 22343 members 
Entering Unmasked Estep 
Score: -5448574.500000 Penalty: 3467.803223
	Iteration 82Q: 3 clusters Score -5448574 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20706 members 
Mstep: Class 2 contains 22346 members 
Entering Unmasked Estep 
Score: -5448574.000000 Penalty: 3467.803223
	Iteration 83Q: 3 clusters Score -5448574 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20704 members 
Mstep: Class 2 contains 22348 members 
Entering Unmasked Estep 
Score: -5448573.500000 Penalty: 3467.803223
	Iteration 84Q: 3 clusters Score -5448574 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20703 members 
Mstep: Class 2 contains 22349 members 
Entering Unmasked Estep 
Score: -5448569.500000 Penalty: 3467.803223
	Iteration 85Q: 3 clusters Score -5448570 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20700 members 
Mstep: Class 2 contains 22352 members 
Entering Unmasked Estep 
Score: -5448574.000000 Penalty: 3467.803223
	Iteration 86Q: 3 clusters Score -5448574 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20698 members 
Mstep: Class 2 contains 22354 members 
Entering Unmasked Estep 
Score: -5448573.000000 Penalty: 3467.803223
	Iteration 87Q: 3 clusters Score -5448573 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20696 members 
Mstep: Class 2 contains 22356 members 
Entering Unmasked Estep 
Score: -5448573.000000 Penalty: 3467.803223
	Iteration 88Q: 3 clusters Score -5448573 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20695 members 
Mstep: Class 2 contains 22357 members 
Entering Unmasked Estep 
Score: -5448571.000000 Penalty: 3467.803223
	Iteration 89Q: 3 clusters Score -5448571 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20695 members 
Mstep: Class 2 contains 22357 members 
Entering Unmasked Estep 
Score: -5448571.000000 Penalty: 3467.803223
	Iteration 90F: 3 clusters Score -5448571 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 9263 members 
Mstep: Class 2 contains 23606 members 
Mstep: Class 3 contains 6992 members 
Mstep: Class 4 contains 72072 members 
Mstep: Class 5 contains 97985 members 
Mstep: Class 6 contains 471 members 
Mstep: Class 7 contains 20695 members 
Mstep: Class 8 contains 154923 members 
Mstep: Class 9 contains 11065 members 
Mstep: Class 10 contains 10381 members 
Mstep: Class 11 contains 17463 members 
Mstep: Class 12 contains 19528 members 
Mstep: Class 13 contains 15099 members 
Mstep: Class 14 contains 19104 members 
Mstep: Class 15 contains 55254 members 
Mstep: Class 16 contains 39710 members 
Mstep: Class 17 contains 102026 members 
Mstep: Class 18 contains 23071 members 
Mstep: Class 19 contains 14435 members 
Mstep: Class 20 contains 48511 members 
Mstep: Class 21 contains 20545 members 
Mstep: Class 22 contains 13951 members 
Mstep: Class 23 contains 2039 members 
Mstep: Class 24 contains 22357 members 
Entering Unmasked Estep 
Score: -100174304.000000 Penalty: 53109.531250
Splitting cluster 7 changes total score from -100169664.000000 to -100174304.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 8 (154923 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154923 members 
Entering Unmasked Estep 
Score: -19858220.000000 Penalty: 1941.986084
	Iteration 0F: 2 clusters Score -1.985822e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77544 members 
Mstep: Class 2 contains 77379 members 
Entering Unmasked Estep 
Score: -19777230.000000 Penalty: 3883.972168
	Iteration 0F: 3 clusters Score -1.977723e+07 nChanged 74649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79369 members 
Mstep: Class 2 contains 75554 members 
Entering Unmasked Estep 
Score: -19820144.000000 Penalty: 3883.972168
	Iteration 1F: 3 clusters Score -1.982014e+07 nChanged 4729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79948 members 
Mstep: Class 2 contains 74975 members 
Entering Unmasked Estep 
Score: -19821350.000000 Penalty: 3883.972168
	Iteration 2Q: 3 clusters Score -1.982135e+07 nChanged 5349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80485 members 
Mstep: Class 2 contains 74438 members 
Entering Unmasked Estep 
Score: -19822966.000000 Penalty: 3883.972168
	Iteration 3Q: 3 clusters Score -1.982297e+07 nChanged 6505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80990 members 
Mstep: Class 2 contains 73933 members 
Entering Unmasked Estep 
Score: -19825506.000000 Penalty: 3883.972168
	Iteration 4Q: 3 clusters Score -1.982551e+07 nChanged 8123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81479 members 
Mstep: Class 2 contains 73444 members 
Entering Unmasked Estep 
Score: -19829534.000000 Penalty: 3883.972168
	Iteration 5F: 3 clusters Score -1.982953e+07 nChanged 9873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81960 members 
Mstep: Class 2 contains 72963 members 
Entering Unmasked Estep 
Score: -19835786.000000 Penalty: 3883.972168
	Iteration 6F: 3 clusters Score -1.983579e+07 nChanged 10602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82448 members 
Mstep: Class 2 contains 72475 members 
Entering Unmasked Estep 
Score: -19842468.000000 Penalty: 3883.972168
	Iteration 7F: 3 clusters Score -1.984247e+07 nChanged 9747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83447 members 
Mstep: Class 2 contains 71476 members 
Entering Unmasked Estep 
Score: -19847580.000000 Penalty: 3883.972168
	Iteration 8F: 3 clusters Score -1.984758e+07 nChanged 7940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84949 members 
Mstep: Class 2 contains 69974 members 
Entering Unmasked Estep 
Score: -19850978.000000 Penalty: 3883.972168
	Iteration 9F: 3 clusters Score -1.985098e+07 nChanged 6218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87105 members 
Mstep: Class 2 contains 67818 members 
Entering Unmasked Estep 
Score: -19853286.000000 Penalty: 3883.972168
	Iteration 10Q: 3 clusters Score -1.985329e+07 nChanged 5110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89839 members 
Mstep: Class 2 contains 65084 members 
Entering Unmasked Estep 
Score: -19854936.000000 Penalty: 3883.972168
	Iteration 11Q: 3 clusters Score -1.985494e+07 nChanged 4636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93235 members 
Mstep: Class 2 contains 61688 members 
Entering Unmasked Estep 
Score: -19856522.000000 Penalty: 3883.972168
	Iteration 12Q: 3 clusters Score -1.985652e+07 nChanged 4416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97003 members 
Mstep: Class 2 contains 57920 members 
Entering Unmasked Estep 
Score: -19857860.000000 Penalty: 3883.972168
	Iteration 13Q: 3 clusters Score -1.985786e+07 nChanged 4261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100922 members 
Mstep: Class 2 contains 54001 members 
Entering Unmasked Estep 
Score: -19859454.000000 Penalty: 3883.972168
	Iteration 14Q: 3 clusters Score -1.985945e+07 nChanged 4318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105106 members 
Mstep: Class 2 contains 49817 members 
Entering Unmasked Estep 
Score: -19861166.000000 Penalty: 3883.972168
	Iteration 15Q: 3 clusters Score -1.986117e+07 nChanged 4334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109366 members 
Mstep: Class 2 contains 45557 members 
Entering Unmasked Estep 
Score: -19862750.000000 Penalty: 3883.972168
	Iteration 16Q: 3 clusters Score -1.986275e+07 nChanged 4190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113508 members 
Mstep: Class 2 contains 41415 members 
Entering Unmasked Estep 
Score: -19864256.000000 Penalty: 3883.972168
	Iteration 17Q: 3 clusters Score -1.986426e+07 nChanged 3920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117404 members 
Mstep: Class 2 contains 37519 members 
Entering Unmasked Estep 
Score: -19865476.000000 Penalty: 3883.972168
	Iteration 18Q: 3 clusters Score -1.986548e+07 nChanged 3555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120937 members 
Mstep: Class 2 contains 33986 members 
Entering Unmasked Estep 
Score: -19866406.000000 Penalty: 3883.972168
	Iteration 19Q: 3 clusters Score -1.986641e+07 nChanged 3277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124180 members 
Mstep: Class 2 contains 30743 members 
Entering Unmasked Estep 
Score: -19866944.000000 Penalty: 3883.972168
	Iteration 20F: 3 clusters Score -1.986694e+07 nChanged 2966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127112 members 
Mstep: Class 2 contains 27811 members 
Entering Unmasked Estep 
Score: -19867246.000000 Penalty: 3883.972168
	Iteration 21Q: 3 clusters Score -1.986725e+07 nChanged 2605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129677 members 
Mstep: Class 2 contains 25246 members 
Entering Unmasked Estep 
Score: -19867172.000000 Penalty: 3883.972168
	Iteration 22Q: 3 clusters Score -1.986717e+07 nChanged 2117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131760 members 
Mstep: Class 2 contains 23163 members 
Entering Unmasked Estep 
Score: -19867160.000000 Penalty: 3883.972168
	Iteration 23Q: 3 clusters Score -1.986716e+07 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133560 members 
Mstep: Class 2 contains 21363 members 
Entering Unmasked Estep 
Score: -19866926.000000 Penalty: 3883.972168
	Iteration 24Q: 3 clusters Score -1.986693e+07 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135141 members 
Mstep: Class 2 contains 19782 members 
Entering Unmasked Estep 
Score: -19866674.000000 Penalty: 3883.972168
	Iteration 25Q: 3 clusters Score -1.986667e+07 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136558 members 
Mstep: Class 2 contains 18365 members 
Entering Unmasked Estep 
Score: -19866370.000000 Penalty: 3883.972168
	Iteration 26Q: 3 clusters Score -1.986637e+07 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137770 members 
Mstep: Class 2 contains 17153 members 
Entering Unmasked Estep 
Score: -19866102.000000 Penalty: 3883.972168
	Iteration 27Q: 3 clusters Score -1.98661e+07 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138837 members 
Mstep: Class 2 contains 16086 members 
Entering Unmasked Estep 
Score: -19866014.000000 Penalty: 3883.972168
	Iteration 28Q: 3 clusters Score -1.986601e+07 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139767 members 
Mstep: Class 2 contains 15156 members 
Entering Unmasked Estep 
Score: -19865762.000000 Penalty: 3883.972168
	Iteration 29Q: 3 clusters Score -1.986576e+07 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140623 members 
Mstep: Class 2 contains 14300 members 
Entering Unmasked Estep 
Score: -19865516.000000 Penalty: 3883.972168
	Iteration 30Q: 3 clusters Score -1.986552e+07 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141334 members 
Mstep: Class 2 contains 13589 members 
Entering Unmasked Estep 
Score: -19865300.000000 Penalty: 3883.972168
	Iteration 31Q: 3 clusters Score -1.98653e+07 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141973 members 
Mstep: Class 2 contains 12950 members 
Entering Unmasked Estep 
Score: -19865170.000000 Penalty: 3883.972168
	Iteration 32Q: 3 clusters Score -1.986517e+07 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142533 members 
Mstep: Class 2 contains 12390 members 
Entering Unmasked Estep 
Score: -19864978.000000 Penalty: 3883.972168
	Iteration 33Q: 3 clusters Score -1.986498e+07 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143083 members 
Mstep: Class 2 contains 11840 members 
Entering Unmasked Estep 
Score: -19864762.000000 Penalty: 3883.972168
	Iteration 34Q: 3 clusters Score -1.986476e+07 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143582 members 
Mstep: Class 2 contains 11341 members 
Entering Unmasked Estep 
Score: -19864636.000000 Penalty: 3883.972168
	Iteration 35Q: 3 clusters Score -1.986464e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144040 members 
Mstep: Class 2 contains 10883 members 
Entering Unmasked Estep 
Score: -19864448.000000 Penalty: 3883.972168
	Iteration 36Q: 3 clusters Score -1.986445e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144419 members 
Mstep: Class 2 contains 10504 members 
Entering Unmasked Estep 
Score: -19864258.000000 Penalty: 3883.972168
	Iteration 37Q: 3 clusters Score -1.986426e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144713 members 
Mstep: Class 2 contains 10210 members 
Entering Unmasked Estep 
Score: -19864170.000000 Penalty: 3883.972168
	Iteration 38Q: 3 clusters Score -1.986417e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144976 members 
Mstep: Class 2 contains 9947 members 
Entering Unmasked Estep 
Score: -19864064.000000 Penalty: 3883.972168
	Iteration 39Q: 3 clusters Score -1.986406e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145213 members 
Mstep: Class 2 contains 9710 members 
Entering Unmasked Estep 
Score: -19864014.000000 Penalty: 3883.972168
	Iteration 40F: 3 clusters Score -1.986401e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145422 members 
Mstep: Class 2 contains 9501 members 
Entering Unmasked Estep 
Score: -19863936.000000 Penalty: 3883.972168
	Iteration 41Q: 3 clusters Score -1.986394e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145594 members 
Mstep: Class 2 contains 9329 members 
Entering Unmasked Estep 
Score: -19863838.000000 Penalty: 3883.972168
	Iteration 42Q: 3 clusters Score -1.986384e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145753 members 
Mstep: Class 2 contains 9170 members 
Entering Unmasked Estep 
Score: -19863792.000000 Penalty: 3883.972168
	Iteration 43Q: 3 clusters Score -1.986379e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145893 members 
Mstep: Class 2 contains 9030 members 
Entering Unmasked Estep 
Score: -19863738.000000 Penalty: 3883.972168
	Iteration 44Q: 3 clusters Score -1.986374e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146024 members 
Mstep: Class 2 contains 8899 members 
Entering Unmasked Estep 
Score: -19863698.000000 Penalty: 3883.972168
	Iteration 45Q: 3 clusters Score -1.98637e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146126 members 
Mstep: Class 2 contains 8797 members 
Entering Unmasked Estep 
Score: -19863620.000000 Penalty: 3883.972168
	Iteration 46Q: 3 clusters Score -1.986362e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146220 members 
Mstep: Class 2 contains 8703 members 
Entering Unmasked Estep 
Score: -19863562.000000 Penalty: 3883.972168
	Iteration 47Q: 3 clusters Score -1.986356e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146303 members 
Mstep: Class 2 contains 8620 members 
Entering Unmasked Estep 
Score: -19863542.000000 Penalty: 3883.972168
	Iteration 48Q: 3 clusters Score -1.986354e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146383 members 
Mstep: Class 2 contains 8540 members 
Entering Unmasked Estep 
Score: -19863516.000000 Penalty: 3883.972168
	Iteration 49Q: 3 clusters Score -1.986352e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146471 members 
Mstep: Class 2 contains 8452 members 
Entering Unmasked Estep 
Score: -19863492.000000 Penalty: 3883.972168
	Iteration 50Q: 3 clusters Score -1.986349e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146544 members 
Mstep: Class 2 contains 8379 members 
Entering Unmasked Estep 
Score: -19863468.000000 Penalty: 3883.972168
	Iteration 51Q: 3 clusters Score -1.986347e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146612 members 
Mstep: Class 2 contains 8311 members 
Entering Unmasked Estep 
Score: -19863420.000000 Penalty: 3883.972168
	Iteration 52Q: 3 clusters Score -1.986342e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146679 members 
Mstep: Class 2 contains 8244 members 
Entering Unmasked Estep 
Score: -19863342.000000 Penalty: 3883.972168
	Iteration 53Q: 3 clusters Score -1.986334e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146744 members 
Mstep: Class 2 contains 8179 members 
Entering Unmasked Estep 
Score: -19863326.000000 Penalty: 3883.972168
	Iteration 54Q: 3 clusters Score -1.986333e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146802 members 
Mstep: Class 2 contains 8121 members 
Entering Unmasked Estep 
Score: -19863324.000000 Penalty: 3883.972168
	Iteration 55Q: 3 clusters Score -1.986332e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146856 members 
Mstep: Class 2 contains 8067 members 
Entering Unmasked Estep 
Score: -19863280.000000 Penalty: 3883.972168
	Iteration 56Q: 3 clusters Score -1.986328e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146910 members 
Mstep: Class 2 contains 8013 members 
Entering Unmasked Estep 
Score: -19863240.000000 Penalty: 3883.972168
	Iteration 57Q: 3 clusters Score -1.986324e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146962 members 
Mstep: Class 2 contains 7961 members 
Entering Unmasked Estep 
Score: -19863216.000000 Penalty: 3883.972168
	Iteration 58Q: 3 clusters Score -1.986322e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147001 members 
Mstep: Class 2 contains 7922 members 
Entering Unmasked Estep 
Score: -19863214.000000 Penalty: 3883.972168
	Iteration 59Q: 3 clusters Score -1.986321e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147046 members 
Mstep: Class 2 contains 7877 members 
Entering Unmasked Estep 
Score: -19863152.000000 Penalty: 3883.972168
	Iteration 60F: 3 clusters Score -1.986315e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147087 members 
Mstep: Class 2 contains 7836 members 
Entering Unmasked Estep 
Score: -19863128.000000 Penalty: 3883.972168
	Iteration 61Q: 3 clusters Score -1.986313e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147134 members 
Mstep: Class 2 contains 7789 members 
Entering Unmasked Estep 
Score: -19863102.000000 Penalty: 3883.972168
	Iteration 62Q: 3 clusters Score -1.98631e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147184 members 
Mstep: Class 2 contains 7739 members 
Entering Unmasked Estep 
Score: -19863078.000000 Penalty: 3883.972168
	Iteration 63Q: 3 clusters Score -1.986308e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147240 members 
Mstep: Class 2 contains 7683 members 
Entering Unmasked Estep 
Score: -19863048.000000 Penalty: 3883.972168
	Iteration 64Q: 3 clusters Score -1.986305e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147293 members 
Mstep: Class 2 contains 7630 members 
Entering Unmasked Estep 
Score: -19863022.000000 Penalty: 3883.972168
	Iteration 65Q: 3 clusters Score -1.986302e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147346 members 
Mstep: Class 2 contains 7577 members 
Entering Unmasked Estep 
Score: -19863020.000000 Penalty: 3883.972168
	Iteration 66Q: 3 clusters Score -1.986302e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147402 members 
Mstep: Class 2 contains 7521 members 
Entering Unmasked Estep 
Score: -19863010.000000 Penalty: 3883.972168
	Iteration 67Q: 3 clusters Score -1.986301e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147452 members 
Mstep: Class 2 contains 7471 members 
Entering Unmasked Estep 
Score: -19862954.000000 Penalty: 3883.972168
	Iteration 68Q: 3 clusters Score -1.986295e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147503 members 
Mstep: Class 2 contains 7420 members 
Entering Unmasked Estep 
Score: -19862968.000000 Penalty: 3883.972168
	Iteration 69Q: 3 clusters Score -1.986297e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147557 members 
Mstep: Class 2 contains 7366 members 
Entering Unmasked Estep 
Score: -19862944.000000 Penalty: 3883.972168
	Iteration 70Q: 3 clusters Score -1.986294e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147601 members 
Mstep: Class 2 contains 7322 members 
Entering Unmasked Estep 
Score: -19862928.000000 Penalty: 3883.972168
	Iteration 71Q: 3 clusters Score -1.986293e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147639 members 
Mstep: Class 2 contains 7284 members 
Entering Unmasked Estep 
Score: -19862912.000000 Penalty: 3883.972168
	Iteration 72Q: 3 clusters Score -1.986291e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147688 members 
Mstep: Class 2 contains 7235 members 
Entering Unmasked Estep 
Score: -19862896.000000 Penalty: 3883.972168
	Iteration 73Q: 3 clusters Score -1.98629e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147733 members 
Mstep: Class 2 contains 7190 members 
Entering Unmasked Estep 
Score: -19862882.000000 Penalty: 3883.972168
	Iteration 74Q: 3 clusters Score -1.986288e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147785 members 
Mstep: Class 2 contains 7138 members 
Entering Unmasked Estep 
Score: -19862848.000000 Penalty: 3883.972168
	Iteration 75Q: 3 clusters Score -1.986285e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147829 members 
Mstep: Class 2 contains 7094 members 
Entering Unmasked Estep 
Score: -19862830.000000 Penalty: 3883.972168
	Iteration 76Q: 3 clusters Score -1.986283e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147851 members 
Mstep: Class 2 contains 7072 members 
Entering Unmasked Estep 
Score: -19862812.000000 Penalty: 3883.972168
	Iteration 77Q: 3 clusters Score -1.986281e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147886 members 
Mstep: Class 2 contains 7037 members 
Entering Unmasked Estep 
Score: -19862822.000000 Penalty: 3883.972168
	Iteration 78Q: 3 clusters Score -1.986282e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147916 members 
Mstep: Class 2 contains 7007 members 
Entering Unmasked Estep 
Score: -19862824.000000 Penalty: 3883.972168
	Iteration 79Q: 3 clusters Score -1.986282e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147931 members 
Mstep: Class 2 contains 6992 members 
Entering Unmasked Estep 
Score: -19862788.000000 Penalty: 3883.972168
	Iteration 80F: 3 clusters Score -1.986279e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147956 members 
Mstep: Class 2 contains 6967 members 
Entering Unmasked Estep 
Score: -19862776.000000 Penalty: 3883.972168
	Iteration 81Q: 3 clusters Score -1.986278e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147967 members 
Mstep: Class 2 contains 6956 members 
Entering Unmasked Estep 
Score: -19862788.000000 Penalty: 3883.972168
	Iteration 82Q: 3 clusters Score -1.986279e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147972 members 
Mstep: Class 2 contains 6951 members 
Entering Unmasked Estep 
Score: -19862778.000000 Penalty: 3883.972168
	Iteration 83Q: 3 clusters Score -1.986278e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147977 members 
Mstep: Class 2 contains 6946 members 
Entering Unmasked Estep 
Score: -19862778.000000 Penalty: 3883.972168
	Iteration 84Q: 3 clusters Score -1.986278e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147977 members 
Mstep: Class 2 contains 6946 members 
Entering Unmasked Estep 
Score: -19862778.000000 Penalty: 3883.972168
	Iteration 85Q: 3 clusters Score -1.986278e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147980 members 
Mstep: Class 2 contains 6943 members 
Entering Unmasked Estep 
Score: -19862788.000000 Penalty: 3883.972168
	Iteration 86Q: 3 clusters Score -1.986279e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147988 members 
Mstep: Class 2 contains 6935 members 
Entering Unmasked Estep 
Score: -19862780.000000 Penalty: 3883.972168
	Iteration 87Q: 3 clusters Score -1.986278e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147994 members 
Mstep: Class 2 contains 6929 members 
Entering Unmasked Estep 
Score: -19862782.000000 Penalty: 3883.972168
	Iteration 88Q: 3 clusters Score -1.986278e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147998 members 
Mstep: Class 2 contains 6925 members 
Entering Unmasked Estep 
Score: -19862782.000000 Penalty: 3883.972168
	Iteration 89Q: 3 clusters Score -1.986278e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148004 members 
Mstep: Class 2 contains 6919 members 
Entering Unmasked Estep 
Score: -19862796.000000 Penalty: 3883.972168
	Iteration 90Q: 3 clusters Score -1.98628e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148005 members 
Mstep: Class 2 contains 6918 members 
Entering Unmasked Estep 
Score: -19862794.000000 Penalty: 3883.972168
	Iteration 91Q: 3 clusters Score -1.986279e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148011 members 
Mstep: Class 2 contains 6912 members 
Entering Unmasked Estep 
Score: -19862790.000000 Penalty: 3883.972168
	Iteration 92Q: 3 clusters Score -1.986279e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148015 members 
Mstep: Class 2 contains 6908 members 
Entering Unmasked Estep 
Score: -19862790.000000 Penalty: 3883.972168
	Iteration 93Q: 3 clusters Score -1.986279e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148025 members 
Mstep: Class 2 contains 6898 members 
Entering Unmasked Estep 
Score: -19862784.000000 Penalty: 3883.972168
	Iteration 94Q: 3 clusters Score -1.986278e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148030 members 
Mstep: Class 2 contains 6893 members 
Entering Unmasked Estep 
Score: -19862774.000000 Penalty: 3883.972168
	Iteration 95Q: 3 clusters Score -1.986277e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148034 members 
Mstep: Class 2 contains 6889 members 
Entering Unmasked Estep 
Score: -19862772.000000 Penalty: 3883.972168
	Iteration 96Q: 3 clusters Score -1.986277e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148038 members 
Mstep: Class 2 contains 6885 members 
Entering Unmasked Estep 
Score: -19862776.000000 Penalty: 3883.972168
	Iteration 97Q: 3 clusters Score -1.986278e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148040 members 
Mstep: Class 2 contains 6883 members 
Entering Unmasked Estep 
Score: -19862772.000000 Penalty: 3883.972168
	Iteration 98Q: 3 clusters Score -1.986277e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148040 members 
Mstep: Class 2 contains 6883 members 
Entering Unmasked Estep 
Score: -19862772.000000 Penalty: 3883.972168
	Iteration 99F: 3 clusters Score -1.986277e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 9263 members 
Mstep: Class 2 contains 23606 members 
Mstep: Class 3 contains 6992 members 
Mstep: Class 4 contains 72072 members 
Mstep: Class 5 contains 97985 members 
Mstep: Class 6 contains 471 members 
Mstep: Class 7 contains 20695 members 
Mstep: Class 8 contains 148040 members 
Mstep: Class 9 contains 11065 members 
Mstep: Class 10 contains 10381 members 
Mstep: Class 11 contains 17463 members 
Mstep: Class 12 contains 19528 members 
Mstep: Class 13 contains 15099 members 
Mstep: Class 14 contains 19104 members 
Mstep: Class 15 contains 55254 members 
Mstep: Class 16 contains 39710 members 
Mstep: Class 17 contains 102026 members 
Mstep: Class 18 contains 23071 members 
Mstep: Class 19 contains 14435 members 
Mstep: Class 20 contains 48511 members 
Mstep: Class 21 contains 20545 members 
Mstep: Class 22 contains 13951 members 
Mstep: Class 23 contains 2039 members 
Mstep: Class 24 contains 22357 members 
Mstep: Class 25 contains 6883 members 
Entering Unmasked Estep 
Score: -100178400.000000 Penalty: 55322.429688
Splitting cluster 8 changes total score from -100169664.000000 to -100178400.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 9 (11065 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11065 members 
Entering Unmasked Estep 
Score: -1337056.125000 Penalty: 1513.125610
	Iteration 0F: 2 clusters Score -1337056 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5607 members 
Mstep: Class 2 contains 5458 members 
Entering Unmasked Estep 
Score: -1329270.000000 Penalty: 3026.251221
	Iteration 0F: 3 clusters Score -1329270 nChanged 4876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5855 members 
Mstep: Class 2 contains 5210 members 
Entering Unmasked Estep 
Score: -1332173.625000 Penalty: 3026.251221
	Iteration 1F: 3 clusters Score -1332174 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6004 members 
Mstep: Class 2 contains 5061 members 
Entering Unmasked Estep 
Score: -1332877.000000 Penalty: 3026.251221
	Iteration 2F: 3 clusters Score -1332877 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6202 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -1333555.000000 Penalty: 3026.251221
	Iteration 3F: 3 clusters Score -1333555 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6430 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -1334098.625000 Penalty: 3026.251221
	Iteration 4F: 3 clusters Score -1334099 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6665 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -1334492.375000 Penalty: 3026.251221
	Iteration 5F: 3 clusters Score -1334492 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6922 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -1334840.125000 Penalty: 3026.251221
	Iteration 6Q: 3 clusters Score -1334840 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7181 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -1335128.750000 Penalty: 3026.251221
	Iteration 7Q: 3 clusters Score -1335129 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7453 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -1335363.000000 Penalty: 3026.251221
	Iteration 8Q: 3 clusters Score -1335363 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7735 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -1335597.625000 Penalty: 3026.251221
	Iteration 9Q: 3 clusters Score -1335598 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8003 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -1335855.500000 Penalty: 3026.251221
	Iteration 10Q: 3 clusters Score -1335856 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8252 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -1336112.875000 Penalty: 3026.251221
	Iteration 11Q: 3 clusters Score -1336113 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8446 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -1336305.250000 Penalty: 3026.251221
	Iteration 12Q: 3 clusters Score -1336305 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8569 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -1336432.750000 Penalty: 3026.251221
	Iteration 13Q: 3 clusters Score -1336433 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8671 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -1336542.375000 Penalty: 3026.251221
	Iteration 14Q: 3 clusters Score -1336542 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8757 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -1336639.500000 Penalty: 3026.251221
	Iteration 15Q: 3 clusters Score -1336640 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8824 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -1336729.125000 Penalty: 3026.251221
	Iteration 16Q: 3 clusters Score -1336729 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8900 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -1336809.500000 Penalty: 3026.251221
	Iteration 17Q: 3 clusters Score -1336810 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8969 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -1336864.750000 Penalty: 3026.251221
	Iteration 18Q: 3 clusters Score -1336865 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9022 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -1336897.750000 Penalty: 3026.251221
	Iteration 19Q: 3 clusters Score -1336898 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9066 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -1336922.000000 Penalty: 3026.251221
	Iteration 20F: 3 clusters Score -1336922 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9110 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -1336945.500000 Penalty: 3026.251221
	Iteration 21Q: 3 clusters Score -1336946 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9154 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -1336965.625000 Penalty: 3026.251221
	Iteration 22Q: 3 clusters Score -1336966 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9192 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -1336987.375000 Penalty: 3026.251221
	Iteration 23Q: 3 clusters Score -1336987 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9220 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -1337004.000000 Penalty: 3026.251221
	Iteration 24Q: 3 clusters Score -1337004 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9249 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -1337015.750000 Penalty: 3026.251221
	Iteration 25Q: 3 clusters Score -1337016 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9267 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -1337022.000000 Penalty: 3026.251221
	Iteration 26Q: 3 clusters Score -1337022 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9276 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -1337031.375000 Penalty: 3026.251221
	Iteration 27Q: 3 clusters Score -1337031 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9286 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -1337035.375000 Penalty: 3026.251221
	Iteration 28Q: 3 clusters Score -1337035 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9297 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -1337037.000000 Penalty: 3026.251221
	Iteration 29Q: 3 clusters Score -1337037 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9305 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -1337042.375000 Penalty: 3026.251221
	Iteration 30Q: 3 clusters Score -1337042 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9318 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -1337047.625000 Penalty: 3026.251221
	Iteration 31Q: 3 clusters Score -1337048 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9326 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -1337047.125000 Penalty: 3026.251221
	Iteration 32Q: 3 clusters Score -1337047 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9338 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -1337053.500000 Penalty: 3026.251221
	Iteration 33Q: 3 clusters Score -1337054 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9350 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -1337058.500000 Penalty: 3026.251221
	Iteration 34Q: 3 clusters Score -1337058 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9358 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -1337064.125000 Penalty: 3026.251221
	Iteration 35Q: 3 clusters Score -1337064 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9370 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -1337066.500000 Penalty: 3026.251221
	Iteration 36Q: 3 clusters Score -1337066 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9376 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -1337072.625000 Penalty: 3026.251221
	Iteration 37Q: 3 clusters Score -1337073 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9380 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -1337072.125000 Penalty: 3026.251221
	Iteration 38Q: 3 clusters Score -1337072 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9386 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -1337072.125000 Penalty: 3026.251221
	Iteration 39Q: 3 clusters Score -1337072 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9393 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -1337074.125000 Penalty: 3026.251221
	Iteration 40F: 3 clusters Score -1337074 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9400 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -1337077.750000 Penalty: 3026.251221
	Iteration 41Q: 3 clusters Score -1337078 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9404 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -1337079.750000 Penalty: 3026.251221
	Iteration 42Q: 3 clusters Score -1337080 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9406 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -1337079.250000 Penalty: 3026.251221
	Iteration 43Q: 3 clusters Score -1337079 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9406 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -1337079.250000 Penalty: 3026.251221
	Iteration 44F: 3 clusters Score -1337079 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 9263 members 
Mstep: Class 2 contains 23606 members 
Mstep: Class 3 contains 6992 members 
Mstep: Class 4 contains 72072 members 
Mstep: Class 5 contains 97985 members 
Mstep: Class 6 contains 471 members 
Mstep: Class 7 contains 20695 members 
Mstep: Class 8 contains 148040 members 
Mstep: Class 9 contains 9406 members 
Mstep: Class 10 contains 10381 members 
Mstep: Class 11 contains 17463 members 
Mstep: Class 12 contains 19528 members 
Mstep: Class 13 contains 15099 members 
Mstep: Class 14 contains 19104 members 
Mstep: Class 15 contains 55254 members 
Mstep: Class 16 contains 39710 members 
Mstep: Class 17 contains 102026 members 
Mstep: Class 18 contains 23071 members 
Mstep: Class 19 contains 14435 members 
Mstep: Class 20 contains 48511 members 
Mstep: Class 21 contains 20545 members 
Mstep: Class 22 contains 13951 members 
Mstep: Class 23 contains 2039 members 
Mstep: Class 24 contains 22357 members 
Mstep: Class 25 contains 6883 members 
Mstep: Class 26 contains 1659 members 
Entering Unmasked Estep 
Score: -100177816.000000 Penalty: 57535.324219
Splitting cluster 9 changes total score from -100169664.000000 to -100177816.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 10 (10381 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10381 members 
Entering Unmasked Estep 
Score: -1247641.375000 Penalty: 1502.756470
	Iteration 0F: 2 clusters Score -1247641 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -1240441.125000 Penalty: 3005.512939
	Iteration 0F: 3 clusters Score -1240441 nChanged 4570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 5419 members 
Entering Unmasked Estep 
Score: -1243623.000000 Penalty: 3005.512939
	Iteration 1F: 3 clusters Score -1243623 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 5571 members 
Entering Unmasked Estep 
Score: -1245277.875000 Penalty: 3005.512939
	Iteration 2F: 3 clusters Score -1245278 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 5879 members 
Entering Unmasked Estep 
Score: -1247162.000000 Penalty: 3005.512939
	Iteration 3F: 3 clusters Score -1247162 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 6330 members 
Entering Unmasked Estep 
Score: -1248876.500000 Penalty: 3005.512939
	Iteration 4F: 3 clusters Score -1248876 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 6770 members 
Entering Unmasked Estep 
Score: -1250615.000000 Penalty: 3005.512939
	Iteration 5F: 3 clusters Score -1250615 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 7156 members 
Entering Unmasked Estep 
Score: -1252013.625000 Penalty: 3005.512939
	Iteration 6F: 3 clusters Score -1252014 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 7427 members 
Entering Unmasked Estep 
Score: -1252568.750000 Penalty: 3005.512939
	Iteration 7F: 3 clusters Score -1252569 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 7632 members 
Entering Unmasked Estep 
Score: -1252803.750000 Penalty: 3005.512939
	Iteration 8Q: 3 clusters Score -1252804 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 7801 members 
Entering Unmasked Estep 
Score: -1252935.375000 Penalty: 3005.512939
	Iteration 9Q: 3 clusters Score -1252935 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 7947 members 
Entering Unmasked Estep 
Score: -1253016.875000 Penalty: 3005.512939
	Iteration 10Q: 3 clusters Score -1253017 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 8065 members 
Entering Unmasked Estep 
Score: -1253082.500000 Penalty: 3005.512939
	Iteration 11Q: 3 clusters Score -1253082 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 8141 members 
Entering Unmasked Estep 
Score: -1253116.000000 Penalty: 3005.512939
	Iteration 12Q: 3 clusters Score -1253116 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 8191 members 
Entering Unmasked Estep 
Score: -1253134.000000 Penalty: 3005.512939
	Iteration 13Q: 3 clusters Score -1253134 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 8225 members 
Entering Unmasked Estep 
Score: -1253141.875000 Penalty: 3005.512939
	Iteration 14Q: 3 clusters Score -1253142 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 8246 members 
Entering Unmasked Estep 
Score: -1253149.250000 Penalty: 3005.512939
	Iteration 15Q: 3 clusters Score -1253149 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 8269 members 
Entering Unmasked Estep 
Score: -1253155.250000 Penalty: 3005.512939
	Iteration 16Q: 3 clusters Score -1253155 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 8293 members 
Entering Unmasked Estep 
Score: -1253161.750000 Penalty: 3005.512939
	Iteration 17Q: 3 clusters Score -1253162 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 8313 members 
Entering Unmasked Estep 
Score: -1253161.625000 Penalty: 3005.512939
	Iteration 18Q: 3 clusters Score -1253162 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 8325 members 
Entering Unmasked Estep 
Score: -1253165.875000 Penalty: 3005.512939
	Iteration 19Q: 3 clusters Score -1253166 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 8335 members 
Entering Unmasked Estep 
Score: -1253303.875000 Penalty: 3005.512939
	Iteration 20F: 3 clusters Score -1253304 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 8325 members 
Entering Unmasked Estep 
Score: -1253931.500000 Penalty: 3005.512939
	Iteration 21Q: 3 clusters Score -1253932 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 8322 members 
Entering Unmasked Estep 
Score: -1254581.875000 Penalty: 3005.512939
	Iteration 22Q: 3 clusters Score -1254582 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 8344 members 
Entering Unmasked Estep 
Score: -1255675.375000 Penalty: 3005.512939
	Iteration 23Q: 3 clusters Score -1255675 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 8331 members 
Entering Unmasked Estep 
Score: -1256246.875000 Penalty: 3005.512939
	Iteration 24Q: 3 clusters Score -1256247 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 8322 members 
Entering Unmasked Estep 
Score: -1256566.625000 Penalty: 3005.512939
	Iteration 25Q: 3 clusters Score -1256567 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 8296 members 
Entering Unmasked Estep 
Score: -1256776.500000 Penalty: 3005.512939
	Iteration 26Q: 3 clusters Score -1256776 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 8262 members 
Entering Unmasked Estep 
Score: -1256962.125000 Penalty: 3005.512939
	Iteration 27Q: 3 clusters Score -1256962 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 8236 members 
Entering Unmasked Estep 
Score: -1257037.875000 Penalty: 3005.512939
	Iteration 28Q: 3 clusters Score -1257038 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 8202 members 
Entering Unmasked Estep 
Score: -1257075.000000 Penalty: 3005.512939
	Iteration 29Q: 3 clusters Score -1257075 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 8181 members 
Entering Unmasked Estep 
Score: -1257086.875000 Penalty: 3005.512939
	Iteration 30Q: 3 clusters Score -1257087 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 8165 members 
Entering Unmasked Estep 
Score: -1257088.500000 Penalty: 3005.512939
	Iteration 31Q: 3 clusters Score -1257088 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 8154 members 
Entering Unmasked Estep 
Score: -1257089.500000 Penalty: 3005.512939
	Iteration 32Q: 3 clusters Score -1257090 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 8146 members 
Entering Unmasked Estep 
Score: -1257091.875000 Penalty: 3005.512939
	Iteration 33Q: 3 clusters Score -1257092 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 8140 members 
Entering Unmasked Estep 
Score: -1257092.875000 Penalty: 3005.512939
	Iteration 34Q: 3 clusters Score -1257093 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 8134 members 
Entering Unmasked Estep 
Score: -1257098.250000 Penalty: 3005.512939
	Iteration 35Q: 3 clusters Score -1257098 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 8130 members 
Entering Unmasked Estep 
Score: -1257096.750000 Penalty: 3005.512939
	Iteration 36Q: 3 clusters Score -1257097 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 8126 members 
Entering Unmasked Estep 
Score: -1257101.000000 Penalty: 3005.512939
	Iteration 37Q: 3 clusters Score -1257101 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 8125 members 
Entering Unmasked Estep 
Score: -1257100.500000 Penalty: 3005.512939
	Iteration 38Q: 3 clusters Score -1257100 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 8122 members 
Entering Unmasked Estep 
Score: -1257101.375000 Penalty: 3005.512939
	Iteration 39Q: 3 clusters Score -1257101 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 8122 members 
Entering Unmasked Estep 
Score: -1257102.125000 Penalty: 3005.512939
	Iteration 40F: 3 clusters Score -1257102 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 8121 members 
Entering Unmasked Estep 
Score: -1257102.125000 Penalty: 3005.512939
	Iteration 41Q: 3 clusters Score -1257102 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 8120 members 
Entering Unmasked Estep 
Score: -1257102.000000 Penalty: 3005.512939
	Iteration 42Q: 3 clusters Score -1257102 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 8120 members 
Entering Unmasked Estep 
Score: -1257102.125000 Penalty: 3005.512939
	Iteration 43Q: 3 clusters Score -1257102 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 8119 members 
Entering Unmasked Estep 
Score: -1257103.250000 Penalty: 3005.512939
	Iteration 44Q: 3 clusters Score -1257103 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 8119 members 
Entering Unmasked Estep 
Score: -1257101.000000 Penalty: 3005.512939
	Iteration 45Q: 3 clusters Score -1257101 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 8118 members 
Entering Unmasked Estep 
Score: -1257101.125000 Penalty: 3005.512939
	Iteration 46Q: 3 clusters Score -1257101 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 8118 members 
Entering Unmasked Estep 
Score: -1257101.125000 Penalty: 3005.512939
	Iteration 47F: 3 clusters Score -1257101 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 9263 members 
Mstep: Class 2 contains 23606 members 
Mstep: Class 3 contains 6992 members 
Mstep: Class 4 contains 72072 members 
Mstep: Class 5 contains 97985 members 
Mstep: Class 6 contains 471 members 
Mstep: Class 7 contains 20695 members 
Mstep: Class 8 contains 148040 members 
Mstep: Class 9 contains 9406 members 
Mstep: Class 10 contains 2263 members 
Mstep: Class 11 contains 17463 members 
Mstep: Class 12 contains 19528 members 
Mstep: Class 13 contains 15099 members 
Mstep: Class 14 contains 19104 members 
Mstep: Class 15 contains 55254 members 
Mstep: Class 16 contains 39710 members 
Mstep: Class 17 contains 102026 members 
Mstep: Class 18 contains 23071 members 
Mstep: Class 19 contains 14435 members 
Mstep: Class 20 contains 48511 members 
Mstep: Class 21 contains 20545 members 
Mstep: Class 22 contains 13951 members 
Mstep: Class 23 contains 2039 members 
Mstep: Class 24 contains 22357 members 
Mstep: Class 25 contains 6883 members 
Mstep: Class 26 contains 1659 members 
Mstep: Class 27 contains 8118 members 
Entering Unmasked Estep 
Score: -100186136.000000 Penalty: 59748.222656
Splitting cluster 10 changes total score from -100169664.000000 to -100186136.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 11 (17463 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17463 members 
Entering Unmasked Estep 
Score: -2188730.750000 Penalty: 1587.273926
	Iteration 0F: 2 clusters Score -2188731 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8721 members 
Mstep: Class 2 contains 8742 members 
Entering Unmasked Estep 
Score: -2176809.000000 Penalty: 3174.547852
	Iteration 0F: 3 clusters Score -2176809 nChanged 7738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8675 members 
Mstep: Class 2 contains 8788 members 
Entering Unmasked Estep 
Score: -2181435.250000 Penalty: 3174.547852
	Iteration 1F: 3 clusters Score -2181435 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8537 members 
Mstep: Class 2 contains 8926 members 
Entering Unmasked Estep 
Score: -2182447.750000 Penalty: 3174.547852
	Iteration 2F: 3 clusters Score -2182448 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8134 members 
Mstep: Class 2 contains 9329 members 
Entering Unmasked Estep 
Score: -2183534.250000 Penalty: 3174.547852
	Iteration 3F: 3 clusters Score -2183534 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7549 members 
Mstep: Class 2 contains 9914 members 
Entering Unmasked Estep 
Score: -2184859.500000 Penalty: 3174.547852
	Iteration 4F: 3 clusters Score -2184860 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6780 members 
Mstep: Class 2 contains 10683 members 
Entering Unmasked Estep 
Score: -2186342.250000 Penalty: 3174.547852
	Iteration 5F: 3 clusters Score -2186342 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6000 members 
Mstep: Class 2 contains 11463 members 
Entering Unmasked Estep 
Score: -2187603.000000 Penalty: 3174.547852
	Iteration 6F: 3 clusters Score -2187603 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5337 members 
Mstep: Class 2 contains 12126 members 
Entering Unmasked Estep 
Score: -2188480.500000 Penalty: 3174.547852
	Iteration 7F: 3 clusters Score -2188480 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 12657 members 
Entering Unmasked Estep 
Score: -2189021.000000 Penalty: 3174.547852
	Iteration 8Q: 3 clusters Score -2189021 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 13033 members 
Entering Unmasked Estep 
Score: -2189323.000000 Penalty: 3174.547852
	Iteration 9Q: 3 clusters Score -2189323 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 13330 members 
Entering Unmasked Estep 
Score: -2189519.000000 Penalty: 3174.547852
	Iteration 10Q: 3 clusters Score -2189519 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 13572 members 
Entering Unmasked Estep 
Score: -2189648.500000 Penalty: 3174.547852
	Iteration 11Q: 3 clusters Score -2189648 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 13788 members 
Entering Unmasked Estep 
Score: -2189767.250000 Penalty: 3174.547852
	Iteration 12Q: 3 clusters Score -2189767 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 13959 members 
Entering Unmasked Estep 
Score: -2189840.000000 Penalty: 3174.547852
	Iteration 13Q: 3 clusters Score -2189840 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 14091 members 
Entering Unmasked Estep 
Score: -2189889.000000 Penalty: 3174.547852
	Iteration 14Q: 3 clusters Score -2189889 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 14187 members 
Entering Unmasked Estep 
Score: -2189923.500000 Penalty: 3174.547852
	Iteration 15Q: 3 clusters Score -2189924 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 14257 members 
Entering Unmasked Estep 
Score: -2189946.750000 Penalty: 3174.547852
	Iteration 16Q: 3 clusters Score -2189947 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 14317 members 
Entering Unmasked Estep 
Score: -2189960.250000 Penalty: 3174.547852
	Iteration 17Q: 3 clusters Score -2189960 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 14356 members 
Entering Unmasked Estep 
Score: -2189967.250000 Penalty: 3174.547852
	Iteration 18Q: 3 clusters Score -2189967 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 14390 members 
Entering Unmasked Estep 
Score: -2189975.250000 Penalty: 3174.547852
	Iteration 19Q: 3 clusters Score -2189975 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 14409 members 
Entering Unmasked Estep 
Score: -2189983.750000 Penalty: 3174.547852
	Iteration 20F: 3 clusters Score -2189984 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 14425 members 
Entering Unmasked Estep 
Score: -2189978.750000 Penalty: 3174.547852
	Iteration 21Q: 3 clusters Score -2189979 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 14439 members 
Entering Unmasked Estep 
Score: -2189981.750000 Penalty: 3174.547852
	Iteration 22Q: 3 clusters Score -2189982 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 14449 members 
Entering Unmasked Estep 
Score: -2189980.750000 Penalty: 3174.547852
	Iteration 23Q: 3 clusters Score -2189981 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 14454 members 
Entering Unmasked Estep 
Score: -2189981.000000 Penalty: 3174.547852
	Iteration 24Q: 3 clusters Score -2189981 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 14461 members 
Entering Unmasked Estep 
Score: -2189980.750000 Penalty: 3174.547852
	Iteration 25Q: 3 clusters Score -2189981 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 14465 members 
Entering Unmasked Estep 
Score: -2189979.500000 Penalty: 3174.547852
	Iteration 26Q: 3 clusters Score -2189980 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 14467 members 
Entering Unmasked Estep 
Score: -2189980.500000 Penalty: 3174.547852
	Iteration 27Q: 3 clusters Score -2189980 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 14471 members 
Entering Unmasked Estep 
Score: -2189982.500000 Penalty: 3174.547852
	Iteration 28Q: 3 clusters Score -2189982 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 14473 members 
Entering Unmasked Estep 
Score: -2189982.750000 Penalty: 3174.547852
	Iteration 29Q: 3 clusters Score -2189983 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 14474 members 
Entering Unmasked Estep 
Score: -2189982.500000 Penalty: 3174.547852
	Iteration 30Q: 3 clusters Score -2189982 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 14475 members 
Entering Unmasked Estep 
Score: -2189985.500000 Penalty: 3174.547852
	Iteration 31Q: 3 clusters Score -2189986 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 14476 members 
Entering Unmasked Estep 
Score: -2189985.250000 Penalty: 3174.547852
	Iteration 32Q: 3 clusters Score -2189985 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 14476 members 
Entering Unmasked Estep 
Score: -2189985.250000 Penalty: 3174.547852
	Iteration 33F: 3 clusters Score -2189985 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 9263 members 
Mstep: Class 2 contains 23606 members 
Mstep: Class 3 contains 6992 members 
Mstep: Class 4 contains 72072 members 
Mstep: Class 5 contains 97985 members 
Mstep: Class 6 contains 471 members 
Mstep: Class 7 contains 20695 members 
Mstep: Class 8 contains 148040 members 
Mstep: Class 9 contains 9406 members 
Mstep: Class 10 contains 2263 members 
Mstep: Class 11 contains 2987 members 
Mstep: Class 12 contains 19528 members 
Mstep: Class 13 contains 15099 members 
Mstep: Class 14 contains 19104 members 
Mstep: Class 15 contains 55254 members 
Mstep: Class 16 contains 39710 members 
Mstep: Class 17 contains 102026 members 
Mstep: Class 18 contains 23071 members 
Mstep: Class 19 contains 14435 members 
Mstep: Class 20 contains 48511 members 
Mstep: Class 21 contains 20545 members 
Mstep: Class 22 contains 13951 members 
Mstep: Class 23 contains 2039 members 
Mstep: Class 24 contains 22357 members 
Mstep: Class 25 contains 6883 members 
Mstep: Class 26 contains 1659 members 
Mstep: Class 27 contains 8118 members 
Mstep: Class 28 contains 14476 members 
Entering Unmasked Estep 
Score: -100186704.000000 Penalty: 61961.117188
Splitting cluster 11 changes total score from -100169664.000000 to -100186704.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 12 (19528 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19528 members 
Entering Unmasked Estep 
Score: -2429244.000000 Penalty: 1605.435669
	Iteration 0F: 2 clusters Score -2429244 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9627 members 
Mstep: Class 2 contains 9901 members 
Entering Unmasked Estep 
Score: -2415899.250000 Penalty: 3210.871338
	Iteration 0F: 3 clusters Score -2415899 nChanged 8918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9061 members 
Mstep: Class 2 contains 10467 members 
Entering Unmasked Estep 
Score: -2421090.500000 Penalty: 3210.871338
	Iteration 1F: 3 clusters Score -2421090 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8688 members 
Mstep: Class 2 contains 10840 members 
Entering Unmasked Estep 
Score: -2421914.250000 Penalty: 3210.871338
	Iteration 2F: 3 clusters Score -2421914 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8166 members 
Mstep: Class 2 contains 11362 members 
Entering Unmasked Estep 
Score: -2422988.250000 Penalty: 3210.871338
	Iteration 3F: 3 clusters Score -2422988 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7503 members 
Mstep: Class 2 contains 12025 members 
Entering Unmasked Estep 
Score: -2424339.750000 Penalty: 3210.871338
	Iteration 4F: 3 clusters Score -2424340 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6871 members 
Mstep: Class 2 contains 12657 members 
Entering Unmasked Estep 
Score: -2425731.500000 Penalty: 3210.871338
	Iteration 5F: 3 clusters Score -2425732 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6442 members 
Mstep: Class 2 contains 13086 members 
Entering Unmasked Estep 
Score: -2426873.500000 Penalty: 3210.871338
	Iteration 6F: 3 clusters Score -2426874 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6216 members 
Mstep: Class 2 contains 13312 members 
Entering Unmasked Estep 
Score: -2427518.750000 Penalty: 3210.871338
	Iteration 7Q: 3 clusters Score -2427519 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6071 members 
Mstep: Class 2 contains 13457 members 
Entering Unmasked Estep 
Score: -2427826.250000 Penalty: 3210.871338
	Iteration 8Q: 3 clusters Score -2427826 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5933 members 
Mstep: Class 2 contains 13595 members 
Entering Unmasked Estep 
Score: -2428008.250000 Penalty: 3210.871338
	Iteration 9Q: 3 clusters Score -2428008 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5811 members 
Mstep: Class 2 contains 13717 members 
Entering Unmasked Estep 
Score: -2428153.500000 Penalty: 3210.871338
	Iteration 10Q: 3 clusters Score -2428154 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5671 members 
Mstep: Class 2 contains 13857 members 
Entering Unmasked Estep 
Score: -2428281.250000 Penalty: 3210.871338
	Iteration 11Q: 3 clusters Score -2428281 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5545 members 
Mstep: Class 2 contains 13983 members 
Entering Unmasked Estep 
Score: -2428424.000000 Penalty: 3210.871338
	Iteration 12Q: 3 clusters Score -2428424 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 14107 members 
Entering Unmasked Estep 
Score: -2428604.500000 Penalty: 3210.871338
	Iteration 13Q: 3 clusters Score -2428604 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 14214 members 
Entering Unmasked Estep 
Score: -2428724.750000 Penalty: 3210.871338
	Iteration 14Q: 3 clusters Score -2428725 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5224 members 
Mstep: Class 2 contains 14304 members 
Entering Unmasked Estep 
Score: -2428819.250000 Penalty: 3210.871338
	Iteration 15Q: 3 clusters Score -2428819 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5156 members 
Mstep: Class 2 contains 14372 members 
Entering Unmasked Estep 
Score: -2428881.750000 Penalty: 3210.871338
	Iteration 16Q: 3 clusters Score -2428882 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 14447 members 
Entering Unmasked Estep 
Score: -2428917.500000 Penalty: 3210.871338
	Iteration 17Q: 3 clusters Score -2428918 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5025 members 
Mstep: Class 2 contains 14503 members 
Entering Unmasked Estep 
Score: -2428951.000000 Penalty: 3210.871338
	Iteration 18Q: 3 clusters Score -2428951 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 14543 members 
Entering Unmasked Estep 
Score: -2428968.250000 Penalty: 3210.871338
	Iteration 19Q: 3 clusters Score -2428968 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 14583 members 
Entering Unmasked Estep 
Score: -2428987.750000 Penalty: 3210.871338
	Iteration 20F: 3 clusters Score -2428988 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 14618 members 
Entering Unmasked Estep 
Score: -2429000.000000 Penalty: 3210.871338
	Iteration 21Q: 3 clusters Score -2429000 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4883 members 
Mstep: Class 2 contains 14645 members 
Entering Unmasked Estep 
Score: -2428996.750000 Penalty: 3210.871338
	Iteration 22Q: 3 clusters Score -2428997 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 14671 members 
Entering Unmasked Estep 
Score: -2429000.000000 Penalty: 3210.871338
	Iteration 23Q: 3 clusters Score -2429000 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 14692 members 
Entering Unmasked Estep 
Score: -2429005.500000 Penalty: 3210.871338
	Iteration 24Q: 3 clusters Score -2429006 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 14702 members 
Entering Unmasked Estep 
Score: -2429004.500000 Penalty: 3210.871338
	Iteration 25Q: 3 clusters Score -2429004 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 14710 members 
Entering Unmasked Estep 
Score: -2429014.500000 Penalty: 3210.871338
	Iteration 26Q: 3 clusters Score -2429014 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 14721 members 
Entering Unmasked Estep 
Score: -2429016.750000 Penalty: 3210.871338
	Iteration 27Q: 3 clusters Score -2429017 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 14730 members 
Entering Unmasked Estep 
Score: -2429015.500000 Penalty: 3210.871338
	Iteration 28Q: 3 clusters Score -2429016 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 14740 members 
Entering Unmasked Estep 
Score: -2429017.000000 Penalty: 3210.871338
	Iteration 29Q: 3 clusters Score -2429017 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 14750 members 
Entering Unmasked Estep 
Score: -2429018.250000 Penalty: 3210.871338
	Iteration 30Q: 3 clusters Score -2429018 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 14767 members 
Entering Unmasked Estep 
Score: -2429019.000000 Penalty: 3210.871338
	Iteration 31Q: 3 clusters Score -2429019 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 14778 members 
Entering Unmasked Estep 
Score: -2429025.000000 Penalty: 3210.871338
	Iteration 32Q: 3 clusters Score -2429025 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 14789 members 
Entering Unmasked Estep 
Score: -2429025.250000 Penalty: 3210.871338
	Iteration 33Q: 3 clusters Score -2429025 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 14800 members 
Entering Unmasked Estep 
Score: -2429030.000000 Penalty: 3210.871338
	Iteration 34Q: 3 clusters Score -2429030 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 14813 members 
Entering Unmasked Estep 
Score: -2429028.500000 Penalty: 3210.871338
	Iteration 35Q: 3 clusters Score -2429028 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 14827 members 
Entering Unmasked Estep 
Score: -2429031.000000 Penalty: 3210.871338
	Iteration 36Q: 3 clusters Score -2429031 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 14838 members 
Entering Unmasked Estep 
Score: -2429032.250000 Penalty: 3210.871338
	Iteration 37Q: 3 clusters Score -2429032 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 14853 members 
Entering Unmasked Estep 
Score: -2429032.000000 Penalty: 3210.871338
	Iteration 38Q: 3 clusters Score -2429032 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 14865 members 
Entering Unmasked Estep 
Score: -2429029.500000 Penalty: 3210.871338
	Iteration 39Q: 3 clusters Score -2429030 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 14877 members 
Entering Unmasked Estep 
Score: -2429030.000000 Penalty: 3210.871338
	Iteration 40F: 3 clusters Score -2429030 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 14884 members 
Entering Unmasked Estep 
Score: -2429032.250000 Penalty: 3210.871338
	Iteration 41Q: 3 clusters Score -2429032 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 14891 members 
Entering Unmasked Estep 
Score: -2429034.500000 Penalty: 3210.871338
	Iteration 42Q: 3 clusters Score -2429034 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 14901 members 
Entering Unmasked Estep 
Score: -2429035.250000 Penalty: 3210.871338
	Iteration 43Q: 3 clusters Score -2429035 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 14913 members 
Entering Unmasked Estep 
Score: -2429039.750000 Penalty: 3210.871338
	Iteration 44Q: 3 clusters Score -2429040 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 14928 members 
Entering Unmasked Estep 
Score: -2429035.250000 Penalty: 3210.871338
	Iteration 45Q: 3 clusters Score -2429035 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 14946 members 
Entering Unmasked Estep 
Score: -2429037.250000 Penalty: 3210.871338
	Iteration 46Q: 3 clusters Score -2429037 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 14955 members 
Entering Unmasked Estep 
Score: -2429037.000000 Penalty: 3210.871338
	Iteration 47Q: 3 clusters Score -2429037 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 14959 members 
Entering Unmasked Estep 
Score: -2429035.750000 Penalty: 3210.871338
	Iteration 48Q: 3 clusters Score -2429036 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 14961 members 
Entering Unmasked Estep 
Score: -2429039.500000 Penalty: 3210.871338
	Iteration 49Q: 3 clusters Score -2429040 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 14963 members 
Entering Unmasked Estep 
Score: -2429039.500000 Penalty: 3210.871338
	Iteration 50Q: 3 clusters Score -2429040 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 14964 members 
Entering Unmasked Estep 
Score: -2429040.500000 Penalty: 3210.871338
	Iteration 51Q: 3 clusters Score -2429040 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 14965 members 
Entering Unmasked Estep 
Score: -2429040.250000 Penalty: 3210.871338
	Iteration 52Q: 3 clusters Score -2429040 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 14967 members 
Entering Unmasked Estep 
Score: -2429041.500000 Penalty: 3210.871338
	Iteration 53Q: 3 clusters Score -2429042 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 14968 members 
Entering Unmasked Estep 
Score: -2429043.250000 Penalty: 3210.871338
	Iteration 54Q: 3 clusters Score -2429043 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 14969 members 
Entering Unmasked Estep 
Score: -2429043.500000 Penalty: 3210.871338
	Iteration 55Q: 3 clusters Score -2429044 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 14969 members 
Entering Unmasked Estep 
Score: -2429043.500000 Penalty: 3210.871338
	Iteration 56F: 3 clusters Score -2429044 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (15099 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15099 members 
Entering Unmasked Estep 
Score: -1637318.250000 Penalty: 1563.637451
	Iteration 0F: 2 clusters Score -1637318 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7579 members 
Mstep: Class 2 contains 7520 members 
Entering Unmasked Estep 
Score: -1626956.125000 Penalty: 3127.274902
	Iteration 0F: 3 clusters Score -1626956 nChanged 6761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7528 members 
Mstep: Class 2 contains 7571 members 
Entering Unmasked Estep 
Score: -1631775.250000 Penalty: 3127.274902
	Iteration 1F: 3 clusters Score -1631775 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7293 members 
Mstep: Class 2 contains 7806 members 
Entering Unmasked Estep 
Score: -1634091.875000 Penalty: 3127.274902
	Iteration 2F: 3 clusters Score -1634092 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6971 members 
Mstep: Class 2 contains 8128 members 
Entering Unmasked Estep 
Score: -1636139.250000 Penalty: 3127.274902
	Iteration 3F: 3 clusters Score -1636139 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6707 members 
Mstep: Class 2 contains 8392 members 
Entering Unmasked Estep 
Score: -1637333.375000 Penalty: 3127.274902
	Iteration 4F: 3 clusters Score -1637333 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6533 members 
Mstep: Class 2 contains 8566 members 
Entering Unmasked Estep 
Score: -1637946.000000 Penalty: 3127.274902
	Iteration 5F: 3 clusters Score -1637946 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6399 members 
Mstep: Class 2 contains 8700 members 
Entering Unmasked Estep 
Score: -1638283.625000 Penalty: 3127.274902
	Iteration 6Q: 3 clusters Score -1638284 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6296 members 
Mstep: Class 2 contains 8803 members 
Entering Unmasked Estep 
Score: -1638468.750000 Penalty: 3127.274902
	Iteration 7Q: 3 clusters Score -1638469 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6221 members 
Mstep: Class 2 contains 8878 members 
Entering Unmasked Estep 
Score: -1638589.375000 Penalty: 3127.274902
	Iteration 8Q: 3 clusters Score -1638589 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6153 members 
Mstep: Class 2 contains 8946 members 
Entering Unmasked Estep 
Score: -1638672.125000 Penalty: 3127.274902
	Iteration 9Q: 3 clusters Score -1638672 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6083 members 
Mstep: Class 2 contains 9016 members 
Entering Unmasked Estep 
Score: -1638718.375000 Penalty: 3127.274902
	Iteration 10Q: 3 clusters Score -1638718 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6017 members 
Mstep: Class 2 contains 9082 members 
Entering Unmasked Estep 
Score: -1638754.000000 Penalty: 3127.274902
	Iteration 11Q: 3 clusters Score -1638754 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5951 members 
Mstep: Class 2 contains 9148 members 
Entering Unmasked Estep 
Score: -1638778.375000 Penalty: 3127.274902
	Iteration 12Q: 3 clusters Score -1638778 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5878 members 
Mstep: Class 2 contains 9221 members 
Entering Unmasked Estep 
Score: -1638799.125000 Penalty: 3127.274902
	Iteration 13Q: 3 clusters Score -1638799 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5823 members 
Mstep: Class 2 contains 9276 members 
Entering Unmasked Estep 
Score: -1638809.125000 Penalty: 3127.274902
	Iteration 14Q: 3 clusters Score -1638809 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5767 members 
Mstep: Class 2 contains 9332 members 
Entering Unmasked Estep 
Score: -1638832.125000 Penalty: 3127.274902
	Iteration 15Q: 3 clusters Score -1638832 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5720 members 
Mstep: Class 2 contains 9379 members 
Entering Unmasked Estep 
Score: -1638836.875000 Penalty: 3127.274902
	Iteration 16Q: 3 clusters Score -1638837 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5672 members 
Mstep: Class 2 contains 9427 members 
Entering Unmasked Estep 
Score: -1638844.750000 Penalty: 3127.274902
	Iteration 17Q: 3 clusters Score -1638845 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5633 members 
Mstep: Class 2 contains 9466 members 
Entering Unmasked Estep 
Score: -1638849.375000 Penalty: 3127.274902
	Iteration 18Q: 3 clusters Score -1638849 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5598 members 
Mstep: Class 2 contains 9501 members 
Entering Unmasked Estep 
Score: -1638855.250000 Penalty: 3127.274902
	Iteration 19Q: 3 clusters Score -1638855 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5571 members 
Mstep: Class 2 contains 9528 members 
Entering Unmasked Estep 
Score: -1638863.125000 Penalty: 3127.274902
	Iteration 20F: 3 clusters Score -1638863 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5539 members 
Mstep: Class 2 contains 9560 members 
Entering Unmasked Estep 
Score: -1638867.375000 Penalty: 3127.274902
	Iteration 21Q: 3 clusters Score -1638867 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5517 members 
Mstep: Class 2 contains 9582 members 
Entering Unmasked Estep 
Score: -1638873.875000 Penalty: 3127.274902
	Iteration 22Q: 3 clusters Score -1638874 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 9598 members 
Entering Unmasked Estep 
Score: -1638876.000000 Penalty: 3127.274902
	Iteration 23Q: 3 clusters Score -1638876 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5482 members 
Mstep: Class 2 contains 9617 members 
Entering Unmasked Estep 
Score: -1638883.125000 Penalty: 3127.274902
	Iteration 24Q: 3 clusters Score -1638883 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5457 members 
Mstep: Class 2 contains 9642 members 
Entering Unmasked Estep 
Score: -1638881.375000 Penalty: 3127.274902
	Iteration 25Q: 3 clusters Score -1638881 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5434 members 
Mstep: Class 2 contains 9665 members 
Entering Unmasked Estep 
Score: -1638883.250000 Penalty: 3127.274902
	Iteration 26Q: 3 clusters Score -1638883 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 9679 members 
Entering Unmasked Estep 
Score: -1638887.125000 Penalty: 3127.274902
	Iteration 27Q: 3 clusters Score -1638887 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 9695 members 
Entering Unmasked Estep 
Score: -1638892.250000 Penalty: 3127.274902
	Iteration 28Q: 3 clusters Score -1638892 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 9714 members 
Entering Unmasked Estep 
Score: -1638887.750000 Penalty: 3127.274902
	Iteration 29Q: 3 clusters Score -1638888 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5371 members 
Mstep: Class 2 contains 9728 members 
Entering Unmasked Estep 
Score: -1638893.750000 Penalty: 3127.274902
	Iteration 30Q: 3 clusters Score -1638894 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 9749 members 
Entering Unmasked Estep 
Score: -1638898.000000 Penalty: 3127.274902
	Iteration 31Q: 3 clusters Score -1638898 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5323 members 
Mstep: Class 2 contains 9776 members 
Entering Unmasked Estep 
Score: -1638899.250000 Penalty: 3127.274902
	Iteration 32Q: 3 clusters Score -1638899 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5297 members 
Mstep: Class 2 contains 9802 members 
Entering Unmasked Estep 
Score: -1638899.125000 Penalty: 3127.274902
	Iteration 33Q: 3 clusters Score -1638899 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5262 members 
Mstep: Class 2 contains 9837 members 
Entering Unmasked Estep 
Score: -1638905.125000 Penalty: 3127.274902
	Iteration 34Q: 3 clusters Score -1638905 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 9861 members 
Entering Unmasked Estep 
Score: -1638906.625000 Penalty: 3127.274902
	Iteration 35Q: 3 clusters Score -1638907 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 9887 members 
Entering Unmasked Estep 
Score: -1638911.375000 Penalty: 3127.274902
	Iteration 36Q: 3 clusters Score -1638911 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 9915 members 
Entering Unmasked Estep 
Score: -1638915.500000 Penalty: 3127.274902
	Iteration 37Q: 3 clusters Score -1638916 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 9948 members 
Entering Unmasked Estep 
Score: -1638926.125000 Penalty: 3127.274902
	Iteration 38Q: 3 clusters Score -1638926 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 9972 members 
Entering Unmasked Estep 
Score: -1638932.250000 Penalty: 3127.274902
	Iteration 39Q: 3 clusters Score -1638932 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 9992 members 
Entering Unmasked Estep 
Score: -1638935.875000 Penalty: 3127.274902
	Iteration 40F: 3 clusters Score -1638936 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 10008 members 
Entering Unmasked Estep 
Score: -1638936.750000 Penalty: 3127.274902
	Iteration 41Q: 3 clusters Score -1638937 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 10025 members 
Entering Unmasked Estep 
Score: -1638936.625000 Penalty: 3127.274902
	Iteration 42Q: 3 clusters Score -1638937 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 10043 members 
Entering Unmasked Estep 
Score: -1638944.500000 Penalty: 3127.274902
	Iteration 43Q: 3 clusters Score -1638944 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 10064 members 
Entering Unmasked Estep 
Score: -1638943.125000 Penalty: 3127.274902
	Iteration 44Q: 3 clusters Score -1638943 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 10080 members 
Entering Unmasked Estep 
Score: -1638950.625000 Penalty: 3127.274902
	Iteration 45Q: 3 clusters Score -1638951 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 10107 members 
Entering Unmasked Estep 
Score: -1638958.750000 Penalty: 3127.274902
	Iteration 46Q: 3 clusters Score -1638959 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 10131 members 
Entering Unmasked Estep 
Score: -1638969.875000 Penalty: 3127.274902
	Iteration 47Q: 3 clusters Score -1638970 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 10164 members 
Entering Unmasked Estep 
Score: -1638974.125000 Penalty: 3127.274902
	Iteration 48Q: 3 clusters Score -1638974 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 10194 members 
Entering Unmasked Estep 
Score: -1638977.375000 Penalty: 3127.274902
	Iteration 49Q: 3 clusters Score -1638977 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 10230 members 
Entering Unmasked Estep 
Score: -1638984.375000 Penalty: 3127.274902
	Iteration 50Q: 3 clusters Score -1638984 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 10264 members 
Entering Unmasked Estep 
Score: -1638990.125000 Penalty: 3127.274902
	Iteration 51Q: 3 clusters Score -1638990 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 10299 members 
Entering Unmasked Estep 
Score: -1638988.750000 Penalty: 3127.274902
	Iteration 52Q: 3 clusters Score -1638989 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 10336 members 
Entering Unmasked Estep 
Score: -1638993.625000 Penalty: 3127.274902
	Iteration 53Q: 3 clusters Score -1638994 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 10367 members 
Entering Unmasked Estep 
Score: -1638996.625000 Penalty: 3127.274902
	Iteration 54Q: 3 clusters Score -1638997 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 10396 members 
Entering Unmasked Estep 
Score: -1639000.625000 Penalty: 3127.274902
	Iteration 55Q: 3 clusters Score -1639001 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 10430 members 
Entering Unmasked Estep 
Score: -1639003.250000 Penalty: 3127.274902
	Iteration 56Q: 3 clusters Score -1639003 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 10460 members 
Entering Unmasked Estep 
Score: -1639006.250000 Penalty: 3127.274902
	Iteration 57Q: 3 clusters Score -1639006 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 10501 members 
Entering Unmasked Estep 
Score: -1639014.750000 Penalty: 3127.274902
	Iteration 58Q: 3 clusters Score -1639015 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 10538 members 
Entering Unmasked Estep 
Score: -1639024.125000 Penalty: 3127.274902
	Iteration 59Q: 3 clusters Score -1639024 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 10577 members 
Entering Unmasked Estep 
Score: -1639025.750000 Penalty: 3127.274902
	Iteration 60F: 3 clusters Score -1639026 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 10613 members 
Entering Unmasked Estep 
Score: -1639028.250000 Penalty: 3127.274902
	Iteration 61Q: 3 clusters Score -1639028 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 10643 members 
Entering Unmasked Estep 
Score: -1639033.125000 Penalty: 3127.274902
	Iteration 62Q: 3 clusters Score -1639033 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 10675 members 
Entering Unmasked Estep 
Score: -1639041.000000 Penalty: 3127.274902
	Iteration 63Q: 3 clusters Score -1639041 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 10729 members 
Entering Unmasked Estep 
Score: -1639050.500000 Penalty: 3127.274902
	Iteration 64Q: 3 clusters Score -1639050 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 10790 members 
Entering Unmasked Estep 
Score: -1639067.625000 Penalty: 3127.274902
	Iteration 65Q: 3 clusters Score -1639068 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 10849 members 
Entering Unmasked Estep 
Score: -1639082.250000 Penalty: 3127.274902
	Iteration 66Q: 3 clusters Score -1639082 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 10922 members 
Entering Unmasked Estep 
Score: -1639100.250000 Penalty: 3127.274902
	Iteration 67Q: 3 clusters Score -1639100 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 10987 members 
Entering Unmasked Estep 
Score: -1639108.250000 Penalty: 3127.274902
	Iteration 68Q: 3 clusters Score -1639108 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 11055 members 
Entering Unmasked Estep 
Score: -1639129.625000 Penalty: 3127.274902
	Iteration 69Q: 3 clusters Score -1639130 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 11128 members 
Entering Unmasked Estep 
Score: -1639142.000000 Penalty: 3127.274902
	Iteration 70Q: 3 clusters Score -1639142 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 11192 members 
Entering Unmasked Estep 
Score: -1639152.625000 Penalty: 3127.274902
	Iteration 71Q: 3 clusters Score -1639153 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 11271 members 
Entering Unmasked Estep 
Score: -1639167.500000 Penalty: 3127.274902
	Iteration 72Q: 3 clusters Score -1639168 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 11354 members 
Entering Unmasked Estep 
Score: -1639175.875000 Penalty: 3127.274902
	Iteration 73Q: 3 clusters Score -1639176 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 11444 members 
Entering Unmasked Estep 
Score: -1639191.375000 Penalty: 3127.274902
	Iteration 74Q: 3 clusters Score -1639191 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 11523 members 
Entering Unmasked Estep 
Score: -1639218.875000 Penalty: 3127.274902
	Iteration 75Q: 3 clusters Score -1639219 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 11597 members 
Entering Unmasked Estep 
Score: -1639226.625000 Penalty: 3127.274902
	Iteration 76Q: 3 clusters Score -1639227 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 11670 members 
Entering Unmasked Estep 
Score: -1639238.625000 Penalty: 3127.274902
	Iteration 77Q: 3 clusters Score -1639239 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 11728 members 
Entering Unmasked Estep 
Score: -1639246.500000 Penalty: 3127.274902
	Iteration 78Q: 3 clusters Score -1639246 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 11802 members 
Entering Unmasked Estep 
Score: -1639261.125000 Penalty: 3127.274902
	Iteration 79Q: 3 clusters Score -1639261 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 11860 members 
Entering Unmasked Estep 
Score: -1639280.125000 Penalty: 3127.274902
	Iteration 80F: 3 clusters Score -1639280 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 11918 members 
Entering Unmasked Estep 
Score: -1639299.125000 Penalty: 3127.274902
	Iteration 81Q: 3 clusters Score -1639299 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 11989 members 
Entering Unmasked Estep 
Score: -1639316.625000 Penalty: 3127.274902
	Iteration 82Q: 3 clusters Score -1639317 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 12048 members 
Entering Unmasked Estep 
Score: -1639336.625000 Penalty: 3127.274902
	Iteration 83Q: 3 clusters Score -1639337 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 12117 members 
Entering Unmasked Estep 
Score: -1639352.500000 Penalty: 3127.274902
	Iteration 84Q: 3 clusters Score -1639352 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 12159 members 
Entering Unmasked Estep 
Score: -1639359.750000 Penalty: 3127.274902
	Iteration 85Q: 3 clusters Score -1639360 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 12205 members 
Entering Unmasked Estep 
Score: -1639359.875000 Penalty: 3127.274902
	Iteration 86Q: 3 clusters Score -1639360 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 12247 members 
Entering Unmasked Estep 
Score: -1639366.125000 Penalty: 3127.274902
	Iteration 87Q: 3 clusters Score -1639366 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 12298 members 
Entering Unmasked Estep 
Score: -1639381.875000 Penalty: 3127.274902
	Iteration 88Q: 3 clusters Score -1639382 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 12336 members 
Entering Unmasked Estep 
Score: -1639390.625000 Penalty: 3127.274902
	Iteration 89Q: 3 clusters Score -1639391 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 12367 members 
Entering Unmasked Estep 
Score: -1639391.500000 Penalty: 3127.274902
	Iteration 90Q: 3 clusters Score -1639392 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 12402 members 
Entering Unmasked Estep 
Score: -1639399.125000 Penalty: 3127.274902
	Iteration 91Q: 3 clusters Score -1639399 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 12435 members 
Entering Unmasked Estep 
Score: -1639406.500000 Penalty: 3127.274902
	Iteration 92Q: 3 clusters Score -1639406 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 12467 members 
Entering Unmasked Estep 
Score: -1639412.375000 Penalty: 3127.274902
	Iteration 93Q: 3 clusters Score -1639412 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 12503 members 
Entering Unmasked Estep 
Score: -1639420.125000 Penalty: 3127.274902
	Iteration 94Q: 3 clusters Score -1639420 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 12531 members 
Entering Unmasked Estep 
Score: -1639418.250000 Penalty: 3127.274902
	Iteration 95Q: 3 clusters Score -1639418 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 12555 members 
Entering Unmasked Estep 
Score: -1639419.750000 Penalty: 3127.274902
	Iteration 96Q: 3 clusters Score -1639420 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 12568 members 
Entering Unmasked Estep 
Score: -1639421.875000 Penalty: 3127.274902
	Iteration 97Q: 3 clusters Score -1639422 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 12579 members 
Entering Unmasked Estep 
Score: -1639428.375000 Penalty: 3127.274902
	Iteration 98Q: 3 clusters Score -1639428 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 12587 members 
Entering Unmasked Estep 
Score: -1639425.375000 Penalty: 3127.274902
	Iteration 99Q: 3 clusters Score -1639425 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 12592 members 
Entering Unmasked Estep 
Score: -1639425.500000 Penalty: 3127.274902
	Iteration 100F: 3 clusters Score -1639426 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 12597 members 
Entering Unmasked Estep 
Score: -1639434.875000 Penalty: 3127.274902
	Iteration 101Q: 3 clusters Score -1639435 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 12601 members 
Entering Unmasked Estep 
Score: -1639433.000000 Penalty: 3127.274902
	Iteration 102Q: 3 clusters Score -1639433 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 12610 members 
Entering Unmasked Estep 
Score: -1639436.000000 Penalty: 3127.274902
	Iteration 103Q: 3 clusters Score -1639436 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 12622 members 
Entering Unmasked Estep 
Score: -1639436.375000 Penalty: 3127.274902
	Iteration 104Q: 3 clusters Score -1639436 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 12631 members 
Entering Unmasked Estep 
Score: -1639438.500000 Penalty: 3127.274902
	Iteration 105Q: 3 clusters Score -1639438 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 12637 members 
Entering Unmasked Estep 
Score: -1639440.000000 Penalty: 3127.274902
	Iteration 106Q: 3 clusters Score -1639440 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 12648 members 
Entering Unmasked Estep 
Score: -1639445.375000 Penalty: 3127.274902
	Iteration 107Q: 3 clusters Score -1639445 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 12660 members 
Entering Unmasked Estep 
Score: -1639445.375000 Penalty: 3127.274902
	Iteration 108Q: 3 clusters Score -1639445 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 12666 members 
Entering Unmasked Estep 
Score: -1639446.750000 Penalty: 3127.274902
	Iteration 109Q: 3 clusters Score -1639447 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 12675 members 
Entering Unmasked Estep 
Score: -1639452.375000 Penalty: 3127.274902
	Iteration 110Q: 3 clusters Score -1639452 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 12681 members 
Entering Unmasked Estep 
Score: -1639451.375000 Penalty: 3127.274902
	Iteration 111Q: 3 clusters Score -1639451 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 12686 members 
Entering Unmasked Estep 
Score: -1639455.125000 Penalty: 3127.274902
	Iteration 112Q: 3 clusters Score -1639455 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 12691 members 
Entering Unmasked Estep 
Score: -1639456.625000 Penalty: 3127.274902
	Iteration 113Q: 3 clusters Score -1639457 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 12696 members 
Entering Unmasked Estep 
Score: -1639454.125000 Penalty: 3127.274902
	Iteration 114Q: 3 clusters Score -1639454 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 12704 members 
Entering Unmasked Estep 
Score: -1639456.375000 Penalty: 3127.274902
	Iteration 115Q: 3 clusters Score -1639456 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 12710 members 
Entering Unmasked Estep 
Score: -1639454.125000 Penalty: 3127.274902
	Iteration 116Q: 3 clusters Score -1639454 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 12717 members 
Entering Unmasked Estep 
Score: -1639449.500000 Penalty: 3127.274902
	Iteration 117Q: 3 clusters Score -1639450 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 12728 members 
Entering Unmasked Estep 
Score: -1639452.750000 Penalty: 3127.274902
	Iteration 118Q: 3 clusters Score -1639453 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 12740 members 
Entering Unmasked Estep 
Score: -1639455.250000 Penalty: 3127.274902
	Iteration 119Q: 3 clusters Score -1639455 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 12747 members 
Entering Unmasked Estep 
Score: -1639453.375000 Penalty: 3127.274902
	Iteration 120F: 3 clusters Score -1639453 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 12756 members 
Entering Unmasked Estep 
Score: -1639452.750000 Penalty: 3127.274902
	Iteration 121Q: 3 clusters Score -1639453 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 12772 members 
Entering Unmasked Estep 
Score: -1639454.125000 Penalty: 3127.274902
	Iteration 122Q: 3 clusters Score -1639454 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 12785 members 
Entering Unmasked Estep 
Score: -1639455.125000 Penalty: 3127.274902
	Iteration 123Q: 3 clusters Score -1639455 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 12796 members 
Entering Unmasked Estep 
Score: -1639456.125000 Penalty: 3127.274902
	Iteration 124Q: 3 clusters Score -1639456 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 12808 members 
Entering Unmasked Estep 
Score: -1639454.625000 Penalty: 3127.274902
	Iteration 125Q: 3 clusters Score -1639455 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 12821 members 
Entering Unmasked Estep 
Score: -1639460.375000 Penalty: 3127.274902
	Iteration 126Q: 3 clusters Score -1639460 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 12833 members 
Entering Unmasked Estep 
Score: -1639458.875000 Penalty: 3127.274902
	Iteration 127Q: 3 clusters Score -1639459 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 12839 members 
Entering Unmasked Estep 
Score: -1639458.000000 Penalty: 3127.274902
	Iteration 128Q: 3 clusters Score -1639458 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 12850 members 
Entering Unmasked Estep 
Score: -1639461.375000 Penalty: 3127.274902
	Iteration 129Q: 3 clusters Score -1639461 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 12867 members 
Entering Unmasked Estep 
Score: -1639467.125000 Penalty: 3127.274902
	Iteration 130Q: 3 clusters Score -1639467 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 12886 members 
Entering Unmasked Estep 
Score: -1639467.000000 Penalty: 3127.274902
	Iteration 131Q: 3 clusters Score -1639467 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 12898 members 
Entering Unmasked Estep 
Score: -1639469.500000 Penalty: 3127.274902
	Iteration 132Q: 3 clusters Score -1639470 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 12914 members 
Entering Unmasked Estep 
Score: -1639472.125000 Penalty: 3127.274902
	Iteration 133Q: 3 clusters Score -1639472 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 12927 members 
Entering Unmasked Estep 
Score: -1639476.625000 Penalty: 3127.274902
	Iteration 134Q: 3 clusters Score -1639477 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 12939 members 
Entering Unmasked Estep 
Score: -1639475.500000 Penalty: 3127.274902
	Iteration 135Q: 3 clusters Score -1639476 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 12951 members 
Entering Unmasked Estep 
Score: -1639479.250000 Penalty: 3127.274902
	Iteration 136Q: 3 clusters Score -1639479 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 12959 members 
Entering Unmasked Estep 
Score: -1639477.250000 Penalty: 3127.274902
	Iteration 137Q: 3 clusters Score -1639477 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 12967 members 
Entering Unmasked Estep 
Score: -1639479.625000 Penalty: 3127.274902
	Iteration 138Q: 3 clusters Score -1639480 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 12969 members 
Entering Unmasked Estep 
Score: -1639479.875000 Penalty: 3127.274902
	Iteration 139Q: 3 clusters Score -1639480 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 12972 members 
Entering Unmasked Estep 
Score: -1639479.625000 Penalty: 3127.274902
	Iteration 140F: 3 clusters Score -1639480 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 12974 members 
Entering Unmasked Estep 
Score: -1639478.000000 Penalty: 3127.274902
	Iteration 141Q: 3 clusters Score -1639478 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 12975 members 
Entering Unmasked Estep 
Score: -1639479.875000 Penalty: 3127.274902
	Iteration 142Q: 3 clusters Score -1639480 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 12976 members 
Entering Unmasked Estep 
Score: -1639478.500000 Penalty: 3127.274902
	Iteration 143Q: 3 clusters Score -1639478 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 12976 members 
Entering Unmasked Estep 
Score: -1639478.500000 Penalty: 3127.274902
	Iteration 144F: 3 clusters Score -1639478 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 9263 members 
Mstep: Class 2 contains 23606 members 
Mstep: Class 3 contains 6992 members 
Mstep: Class 4 contains 72072 members 
Mstep: Class 5 contains 97985 members 
Mstep: Class 6 contains 471 members 
Mstep: Class 7 contains 20695 members 
Mstep: Class 8 contains 148040 members 
Mstep: Class 9 contains 9406 members 
Mstep: Class 10 contains 2263 members 
Mstep: Class 11 contains 2987 members 
Mstep: Class 12 contains 19528 members 
Mstep: Class 13 contains 2123 members 
Mstep: Class 14 contains 19104 members 
Mstep: Class 15 contains 55254 members 
Mstep: Class 16 contains 39710 members 
Mstep: Class 17 contains 102026 members 
Mstep: Class 18 contains 23071 members 
Mstep: Class 19 contains 14435 members 
Mstep: Class 20 contains 48511 members 
Mstep: Class 21 contains 20545 members 
Mstep: Class 22 contains 13951 members 
Mstep: Class 23 contains 2039 members 
Mstep: Class 24 contains 22357 members 
Mstep: Class 25 contains 6883 members 
Mstep: Class 26 contains 1659 members 
Mstep: Class 27 contains 8118 members 
Mstep: Class 28 contains 14476 members 
Mstep: Class 29 contains 12976 members 
Entering Unmasked Estep 
Score: -100189168.000000 Penalty: 64174.015625
Splitting cluster 13 changes total score from -100169664.000000 to -100189168.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 14 (19104 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19104 members 
Entering Unmasked Estep 
Score: -2382896.500000 Penalty: 1601.868530
	Iteration 0F: 2 clusters Score -2382896 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9531 members 
Mstep: Class 2 contains 9573 members 
Entering Unmasked Estep 
Score: -2369807.500000 Penalty: 3203.737061
	Iteration 0F: 3 clusters Score -2369808 nChanged 8622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9201 members 
Mstep: Class 2 contains 9903 members 
Entering Unmasked Estep 
Score: -2374892.500000 Penalty: 3203.737061
	Iteration 1F: 3 clusters Score -2374892 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8741 members 
Mstep: Class 2 contains 10363 members 
Entering Unmasked Estep 
Score: -2376382.000000 Penalty: 3203.737061
	Iteration 2F: 3 clusters Score -2376382 nChanged 1979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7978 members 
Mstep: Class 2 contains 11126 members 
Entering Unmasked Estep 
Score: -2379126.500000 Penalty: 3203.737061
	Iteration 3F: 3 clusters Score -2379126 nChanged 2283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7033 members 
Mstep: Class 2 contains 12071 members 
Entering Unmasked Estep 
Score: -2383231.000000 Penalty: 3203.737061
	Iteration 4F: 3 clusters Score -2383231 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6083 members 
Mstep: Class 2 contains 13021 members 
Entering Unmasked Estep 
Score: -2385072.000000 Penalty: 3203.737061
	Iteration 5F: 3 clusters Score -2385072 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5566 members 
Mstep: Class 2 contains 13538 members 
Entering Unmasked Estep 
Score: -2385598.000000 Penalty: 3203.737061
	Iteration 6F: 3 clusters Score -2385598 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 13914 members 
Entering Unmasked Estep 
Score: -2385856.000000 Penalty: 3203.737061
	Iteration 7Q: 3 clusters Score -2385856 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 14237 members 
Entering Unmasked Estep 
Score: -2386058.250000 Penalty: 3203.737061
	Iteration 8Q: 3 clusters Score -2386058 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 14516 members 
Entering Unmasked Estep 
Score: -2386240.250000 Penalty: 3203.737061
	Iteration 9Q: 3 clusters Score -2386240 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 14732 members 
Entering Unmasked Estep 
Score: -2386358.750000 Penalty: 3203.737061
	Iteration 10Q: 3 clusters Score -2386359 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 14909 members 
Entering Unmasked Estep 
Score: -2386462.250000 Penalty: 3203.737061
	Iteration 11Q: 3 clusters Score -2386462 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 15063 members 
Entering Unmasked Estep 
Score: -2386550.500000 Penalty: 3203.737061
	Iteration 12Q: 3 clusters Score -2386550 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 15214 members 
Entering Unmasked Estep 
Score: -2386638.000000 Penalty: 3203.737061
	Iteration 13Q: 3 clusters Score -2386638 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 15333 members 
Entering Unmasked Estep 
Score: -2386701.500000 Penalty: 3203.737061
	Iteration 14Q: 3 clusters Score -2386702 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 15442 members 
Entering Unmasked Estep 
Score: -2386754.250000 Penalty: 3203.737061
	Iteration 15Q: 3 clusters Score -2386754 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 15551 members 
Entering Unmasked Estep 
Score: -2386823.250000 Penalty: 3203.737061
	Iteration 16Q: 3 clusters Score -2386823 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 15649 members 
Entering Unmasked Estep 
Score: -2386865.000000 Penalty: 3203.737061
	Iteration 17Q: 3 clusters Score -2386865 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 15731 members 
Entering Unmasked Estep 
Score: -2386892.750000 Penalty: 3203.737061
	Iteration 18Q: 3 clusters Score -2386893 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 15784 members 
Entering Unmasked Estep 
Score: -2386908.750000 Penalty: 3203.737061
	Iteration 19Q: 3 clusters Score -2386909 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 15822 members 
Entering Unmasked Estep 
Score: -2386916.750000 Penalty: 3203.737061
	Iteration 20F: 3 clusters Score -2386917 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 15845 members 
Entering Unmasked Estep 
Score: -2386916.250000 Penalty: 3203.737061
	Iteration 21Q: 3 clusters Score -2386916 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 15870 members 
Entering Unmasked Estep 
Score: -2386918.500000 Penalty: 3203.737061
	Iteration 22Q: 3 clusters Score -2386918 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 15892 members 
Entering Unmasked Estep 
Score: -2386917.250000 Penalty: 3203.737061
	Iteration 23Q: 3 clusters Score -2386917 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 15909 members 
Entering Unmasked Estep 
Score: -2386919.000000 Penalty: 3203.737061
	Iteration 24Q: 3 clusters Score -2386919 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 15916 members 
Entering Unmasked Estep 
Score: -2386921.250000 Penalty: 3203.737061
	Iteration 25Q: 3 clusters Score -2386921 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 15925 members 
Entering Unmasked Estep 
Score: -2386919.000000 Penalty: 3203.737061
	Iteration 26Q: 3 clusters Score -2386919 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 15931 members 
Entering Unmasked Estep 
Score: -2386922.750000 Penalty: 3203.737061
	Iteration 27Q: 3 clusters Score -2386923 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 15936 members 
Entering Unmasked Estep 
Score: -2386925.500000 Penalty: 3203.737061
	Iteration 28Q: 3 clusters Score -2386926 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 15941 members 
Entering Unmasked Estep 
Score: -2386925.750000 Penalty: 3203.737061
	Iteration 29Q: 3 clusters Score -2386926 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 15946 members 
Entering Unmasked Estep 
Score: -2386926.000000 Penalty: 3203.737061
	Iteration 30Q: 3 clusters Score -2386926 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 15948 members 
Entering Unmasked Estep 
Score: -2386927.250000 Penalty: 3203.737061
	Iteration 31Q: 3 clusters Score -2386927 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 15950 members 
Entering Unmasked Estep 
Score: -2386930.750000 Penalty: 3203.737061
	Iteration 32Q: 3 clusters Score -2386931 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 15950 members 
Entering Unmasked Estep 
Score: -2386930.750000 Penalty: 3203.737061
	Iteration 33F: 3 clusters Score -2386931 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 9263 members 
Mstep: Class 2 contains 23606 members 
Mstep: Class 3 contains 6992 members 
Mstep: Class 4 contains 72072 members 
Mstep: Class 5 contains 97985 members 
Mstep: Class 6 contains 471 members 
Mstep: Class 7 contains 20695 members 
Mstep: Class 8 contains 148040 members 
Mstep: Class 9 contains 9406 members 
Mstep: Class 10 contains 2263 members 
Mstep: Class 11 contains 2987 members 
Mstep: Class 12 contains 19528 members 
Mstep: Class 13 contains 2123 members 
Mstep: Class 14 contains 3154 members 
Mstep: Class 15 contains 55254 members 
Mstep: Class 16 contains 39710 members 
Mstep: Class 17 contains 102026 members 
Mstep: Class 18 contains 23071 members 
Mstep: Class 19 contains 14435 members 
Mstep: Class 20 contains 48511 members 
Mstep: Class 21 contains 20545 members 
Mstep: Class 22 contains 13951 members 
Mstep: Class 23 contains 2039 members 
Mstep: Class 24 contains 22357 members 
Mstep: Class 25 contains 6883 members 
Mstep: Class 26 contains 1659 members 
Mstep: Class 27 contains 8118 members 
Mstep: Class 28 contains 14476 members 
Mstep: Class 29 contains 12976 members 
Mstep: Class 30 contains 15950 members 
Entering Unmasked Estep 
Score: -100193072.000000 Penalty: 66386.914062
Splitting cluster 14 changes total score from -100169664.000000 to -100193072.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 15 (55254 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55254 members 
Entering Unmasked Estep 
Score: -6969770.500000 Penalty: 1774.450562
	Iteration 0F: 2 clusters Score -6969770 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27532 members 
Mstep: Class 2 contains 27722 members 
Entering Unmasked Estep 
Score: -6932974.000000 Penalty: 3548.901123
	Iteration 0F: 3 clusters Score -6932974 nChanged 25875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26597 members 
Mstep: Class 2 contains 28657 members 
Entering Unmasked Estep 
Score: -6948435.500000 Penalty: 3548.901123
	Iteration 1F: 3 clusters Score -6948436 nChanged 2923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26194 members 
Mstep: Class 2 contains 29060 members 
Entering Unmasked Estep 
Score: -6949989.000000 Penalty: 3548.901123
	Iteration 2F: 3 clusters Score -6949989 nChanged 3447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25587 members 
Mstep: Class 2 contains 29667 members 
Entering Unmasked Estep 
Score: -6952409.000000 Penalty: 3548.901123
	Iteration 3F: 3 clusters Score -6952409 nChanged 3966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24707 members 
Mstep: Class 2 contains 30547 members 
Entering Unmasked Estep 
Score: -6955793.000000 Penalty: 3548.901123
	Iteration 4F: 3 clusters Score -6955793 nChanged 4398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23603 members 
Mstep: Class 2 contains 31651 members 
Entering Unmasked Estep 
Score: -6960150.000000 Penalty: 3548.901123
	Iteration 5F: 3 clusters Score -6960150 nChanged 4285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22482 members 
Mstep: Class 2 contains 32772 members 
Entering Unmasked Estep 
Score: -6964264.500000 Penalty: 3548.901123
	Iteration 6F: 3 clusters Score -6964264 nChanged 3499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21553 members 
Mstep: Class 2 contains 33701 members 
Entering Unmasked Estep 
Score: -6966999.000000 Penalty: 3548.901123
	Iteration 7F: 3 clusters Score -6966999 nChanged 2422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20829 members 
Mstep: Class 2 contains 34425 members 
Entering Unmasked Estep 
Score: -6968317.000000 Penalty: 3548.901123
	Iteration 8Q: 3 clusters Score -6968317 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20305 members 
Mstep: Class 2 contains 34949 members 
Entering Unmasked Estep 
Score: -6968902.000000 Penalty: 3548.901123
	Iteration 9Q: 3 clusters Score -6968902 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19880 members 
Mstep: Class 2 contains 35374 members 
Entering Unmasked Estep 
Score: -6969201.500000 Penalty: 3548.901123
	Iteration 10Q: 3 clusters Score -6969202 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19594 members 
Mstep: Class 2 contains 35660 members 
Entering Unmasked Estep 
Score: -6969327.500000 Penalty: 3548.901123
	Iteration 11Q: 3 clusters Score -6969328 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19384 members 
Mstep: Class 2 contains 35870 members 
Entering Unmasked Estep 
Score: -6969408.500000 Penalty: 3548.901123
	Iteration 12Q: 3 clusters Score -6969408 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19159 members 
Mstep: Class 2 contains 36095 members 
Entering Unmasked Estep 
Score: -6969485.000000 Penalty: 3548.901123
	Iteration 13Q: 3 clusters Score -6969485 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18967 members 
Mstep: Class 2 contains 36287 members 
Entering Unmasked Estep 
Score: -6969532.000000 Penalty: 3548.901123
	Iteration 14Q: 3 clusters Score -6969532 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18784 members 
Mstep: Class 2 contains 36470 members 
Entering Unmasked Estep 
Score: -6969560.500000 Penalty: 3548.901123
	Iteration 15Q: 3 clusters Score -6969560 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18639 members 
Mstep: Class 2 contains 36615 members 
Entering Unmasked Estep 
Score: -6969575.500000 Penalty: 3548.901123
	Iteration 16Q: 3 clusters Score -6969576 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18511 members 
Mstep: Class 2 contains 36743 members 
Entering Unmasked Estep 
Score: -6969596.500000 Penalty: 3548.901123
	Iteration 17Q: 3 clusters Score -6969596 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18391 members 
Mstep: Class 2 contains 36863 members 
Entering Unmasked Estep 
Score: -6969602.500000 Penalty: 3548.901123
	Iteration 18Q: 3 clusters Score -6969602 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18276 members 
Mstep: Class 2 contains 36978 members 
Entering Unmasked Estep 
Score: -6969607.500000 Penalty: 3548.901123
	Iteration 19Q: 3 clusters Score -6969608 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18181 members 
Mstep: Class 2 contains 37073 members 
Entering Unmasked Estep 
Score: -6969660.000000 Penalty: 3548.901123
	Iteration 20F: 3 clusters Score -6969660 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18084 members 
Mstep: Class 2 contains 37170 members 
Entering Unmasked Estep 
Score: -6969681.000000 Penalty: 3548.901123
	Iteration 21Q: 3 clusters Score -6969681 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17967 members 
Mstep: Class 2 contains 37287 members 
Entering Unmasked Estep 
Score: -6969707.000000 Penalty: 3548.901123
	Iteration 22Q: 3 clusters Score -6969707 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17868 members 
Mstep: Class 2 contains 37386 members 
Entering Unmasked Estep 
Score: -6969717.500000 Penalty: 3548.901123
	Iteration 23Q: 3 clusters Score -6969718 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17749 members 
Mstep: Class 2 contains 37505 members 
Entering Unmasked Estep 
Score: -6969741.000000 Penalty: 3548.901123
	Iteration 24Q: 3 clusters Score -6969741 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17609 members 
Mstep: Class 2 contains 37645 members 
Entering Unmasked Estep 
Score: -6969753.500000 Penalty: 3548.901123
	Iteration 25Q: 3 clusters Score -6969754 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17460 members 
Mstep: Class 2 contains 37794 members 
Entering Unmasked Estep 
Score: -6969781.000000 Penalty: 3548.901123
	Iteration 26Q: 3 clusters Score -6969781 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17294 members 
Mstep: Class 2 contains 37960 members 
Entering Unmasked Estep 
Score: -6969824.000000 Penalty: 3548.901123
	Iteration 27Q: 3 clusters Score -6969824 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17139 members 
Mstep: Class 2 contains 38115 members 
Entering Unmasked Estep 
Score: -6969803.000000 Penalty: 3548.901123
	Iteration 28Q: 3 clusters Score -6969803 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16988 members 
Mstep: Class 2 contains 38266 members 
Entering Unmasked Estep 
Score: -6969836.000000 Penalty: 3548.901123
	Iteration 29Q: 3 clusters Score -6969836 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16827 members 
Mstep: Class 2 contains 38427 members 
Entering Unmasked Estep 
Score: -6969877.000000 Penalty: 3548.901123
	Iteration 30Q: 3 clusters Score -6969877 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16634 members 
Mstep: Class 2 contains 38620 members 
Entering Unmasked Estep 
Score: -6969911.500000 Penalty: 3548.901123
	Iteration 31Q: 3 clusters Score -6969912 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16429 members 
Mstep: Class 2 contains 38825 members 
Entering Unmasked Estep 
Score: -6969948.000000 Penalty: 3548.901123
	Iteration 32Q: 3 clusters Score -6969948 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16222 members 
Mstep: Class 2 contains 39032 members 
Entering Unmasked Estep 
Score: -6969965.500000 Penalty: 3548.901123
	Iteration 33Q: 3 clusters Score -6969966 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15990 members 
Mstep: Class 2 contains 39264 members 
Entering Unmasked Estep 
Score: -6970002.000000 Penalty: 3548.901123
	Iteration 34Q: 3 clusters Score -6970002 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15760 members 
Mstep: Class 2 contains 39494 members 
Entering Unmasked Estep 
Score: -6970063.000000 Penalty: 3548.901123
	Iteration 35Q: 3 clusters Score -6970063 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15549 members 
Mstep: Class 2 contains 39705 members 
Entering Unmasked Estep 
Score: -6970132.000000 Penalty: 3548.901123
	Iteration 36Q: 3 clusters Score -6970132 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15312 members 
Mstep: Class 2 contains 39942 members 
Entering Unmasked Estep 
Score: -6970171.000000 Penalty: 3548.901123
	Iteration 37Q: 3 clusters Score -6970171 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15104 members 
Mstep: Class 2 contains 40150 members 
Entering Unmasked Estep 
Score: -6970219.500000 Penalty: 3548.901123
	Iteration 38Q: 3 clusters Score -6970220 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14905 members 
Mstep: Class 2 contains 40349 members 
Entering Unmasked Estep 
Score: -6970239.000000 Penalty: 3548.901123
	Iteration 39Q: 3 clusters Score -6970239 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14705 members 
Mstep: Class 2 contains 40549 members 
Entering Unmasked Estep 
Score: -6970267.500000 Penalty: 3548.901123
	Iteration 40F: 3 clusters Score -6970268 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14521 members 
Mstep: Class 2 contains 40733 members 
Entering Unmasked Estep 
Score: -6970280.000000 Penalty: 3548.901123
	Iteration 41Q: 3 clusters Score -6970280 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14322 members 
Mstep: Class 2 contains 40932 members 
Entering Unmasked Estep 
Score: -6970312.500000 Penalty: 3548.901123
	Iteration 42Q: 3 clusters Score -6970312 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14122 members 
Mstep: Class 2 contains 41132 members 
Entering Unmasked Estep 
Score: -6970344.500000 Penalty: 3548.901123
	Iteration 43Q: 3 clusters Score -6970344 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13915 members 
Mstep: Class 2 contains 41339 members 
Entering Unmasked Estep 
Score: -6970377.500000 Penalty: 3548.901123
	Iteration 44Q: 3 clusters Score -6970378 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13710 members 
Mstep: Class 2 contains 41544 members 
Entering Unmasked Estep 
Score: -6970394.000000 Penalty: 3548.901123
	Iteration 45Q: 3 clusters Score -6970394 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13505 members 
Mstep: Class 2 contains 41749 members 
Entering Unmasked Estep 
Score: -6970430.000000 Penalty: 3548.901123
	Iteration 46Q: 3 clusters Score -6970430 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13321 members 
Mstep: Class 2 contains 41933 members 
Entering Unmasked Estep 
Score: -6970458.000000 Penalty: 3548.901123
	Iteration 47Q: 3 clusters Score -6970458 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13152 members 
Mstep: Class 2 contains 42102 members 
Entering Unmasked Estep 
Score: -6970503.500000 Penalty: 3548.901123
	Iteration 48Q: 3 clusters Score -6970504 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12972 members 
Mstep: Class 2 contains 42282 members 
Entering Unmasked Estep 
Score: -6970523.000000 Penalty: 3548.901123
	Iteration 49Q: 3 clusters Score -6970523 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12818 members 
Mstep: Class 2 contains 42436 members 
Entering Unmasked Estep 
Score: -6970561.000000 Penalty: 3548.901123
	Iteration 50Q: 3 clusters Score -6970561 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12673 members 
Mstep: Class 2 contains 42581 members 
Entering Unmasked Estep 
Score: -6970550.500000 Penalty: 3548.901123
	Iteration 51Q: 3 clusters Score -6970550 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12534 members 
Mstep: Class 2 contains 42720 members 
Entering Unmasked Estep 
Score: -6970566.000000 Penalty: 3548.901123
	Iteration 52Q: 3 clusters Score -6970566 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12382 members 
Mstep: Class 2 contains 42872 members 
Entering Unmasked Estep 
Score: -6970577.500000 Penalty: 3548.901123
	Iteration 53Q: 3 clusters Score -6970578 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12221 members 
Mstep: Class 2 contains 43033 members 
Entering Unmasked Estep 
Score: -6970596.000000 Penalty: 3548.901123
	Iteration 54Q: 3 clusters Score -6970596 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12070 members 
Mstep: Class 2 contains 43184 members 
Entering Unmasked Estep 
Score: -6970621.000000 Penalty: 3548.901123
	Iteration 55Q: 3 clusters Score -6970621 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11915 members 
Mstep: Class 2 contains 43339 members 
Entering Unmasked Estep 
Score: -6970633.000000 Penalty: 3548.901123
	Iteration 56Q: 3 clusters Score -6970633 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11777 members 
Mstep: Class 2 contains 43477 members 
Entering Unmasked Estep 
Score: -6970662.000000 Penalty: 3548.901123
	Iteration 57Q: 3 clusters Score -6970662 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11634 members 
Mstep: Class 2 contains 43620 members 
Entering Unmasked Estep 
Score: -6970680.500000 Penalty: 3548.901123
	Iteration 58Q: 3 clusters Score -6970680 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11478 members 
Mstep: Class 2 contains 43776 members 
Entering Unmasked Estep 
Score: -6970700.000000 Penalty: 3548.901123
	Iteration 59Q: 3 clusters Score -6970700 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11294 members 
Mstep: Class 2 contains 43960 members 
Entering Unmasked Estep 
Score: -6970743.500000 Penalty: 3548.901123
	Iteration 60F: 3 clusters Score -6970744 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11080 members 
Mstep: Class 2 contains 44174 members 
Entering Unmasked Estep 
Score: -6970793.000000 Penalty: 3548.901123
	Iteration 61Q: 3 clusters Score -6970793 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10860 members 
Mstep: Class 2 contains 44394 members 
Entering Unmasked Estep 
Score: -6970825.000000 Penalty: 3548.901123
	Iteration 62Q: 3 clusters Score -6970825 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10624 members 
Mstep: Class 2 contains 44630 members 
Entering Unmasked Estep 
Score: -6970863.000000 Penalty: 3548.901123
	Iteration 63Q: 3 clusters Score -6970863 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10409 members 
Mstep: Class 2 contains 44845 members 
Entering Unmasked Estep 
Score: -6970892.000000 Penalty: 3548.901123
	Iteration 64Q: 3 clusters Score -6970892 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10200 members 
Mstep: Class 2 contains 45054 members 
Entering Unmasked Estep 
Score: -6970922.500000 Penalty: 3548.901123
	Iteration 65Q: 3 clusters Score -6970922 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9990 members 
Mstep: Class 2 contains 45264 members 
Entering Unmasked Estep 
Score: -6970966.500000 Penalty: 3548.901123
	Iteration 66Q: 3 clusters Score -6970966 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9756 members 
Mstep: Class 2 contains 45498 members 
Entering Unmasked Estep 
Score: -6971031.500000 Penalty: 3548.901123
	Iteration 67Q: 3 clusters Score -6971032 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9487 members 
Mstep: Class 2 contains 45767 members 
Entering Unmasked Estep 
Score: -6971088.000000 Penalty: 3548.901123
	Iteration 68Q: 3 clusters Score -6971088 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9172 members 
Mstep: Class 2 contains 46082 members 
Entering Unmasked Estep 
Score: -6971192.000000 Penalty: 3548.901123
	Iteration 69Q: 3 clusters Score -6971192 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8800 members 
Mstep: Class 2 contains 46454 members 
Entering Unmasked Estep 
Score: -6971319.500000 Penalty: 3548.901123
	Iteration 70Q: 3 clusters Score -6971320 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8442 members 
Mstep: Class 2 contains 46812 members 
Entering Unmasked Estep 
Score: -6971442.000000 Penalty: 3548.901123
	Iteration 71Q: 3 clusters Score -6971442 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8074 members 
Mstep: Class 2 contains 47180 members 
Entering Unmasked Estep 
Score: -6971575.000000 Penalty: 3548.901123
	Iteration 72Q: 3 clusters Score -6971575 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7665 members 
Mstep: Class 2 contains 47589 members 
Entering Unmasked Estep 
Score: -6971794.000000 Penalty: 3548.901123
	Iteration 73Q: 3 clusters Score -6971794 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7212 members 
Mstep: Class 2 contains 48042 members 
Entering Unmasked Estep 
Score: -6972099.500000 Penalty: 3548.901123
	Iteration 74Q: 3 clusters Score -6972100 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6743 members 
Mstep: Class 2 contains 48511 members 
Entering Unmasked Estep 
Score: -6972582.500000 Penalty: 3548.901123
	Iteration 75Q: 3 clusters Score -6972582 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6257 members 
Mstep: Class 2 contains 48997 members 
Entering Unmasked Estep 
Score: -6973310.500000 Penalty: 3548.901123
	Iteration 76Q: 3 clusters Score -6973310 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5843 members 
Mstep: Class 2 contains 49411 members 
Entering Unmasked Estep 
Score: -6974226.500000 Penalty: 3548.901123
	Iteration 77Q: 3 clusters Score -6974226 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5589 members 
Mstep: Class 2 contains 49665 members 
Entering Unmasked Estep 
Score: -6974842.000000 Penalty: 3548.901123
	Iteration 78Q: 3 clusters Score -6974842 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5489 members 
Mstep: Class 2 contains 49765 members 
Entering Unmasked Estep 
Score: -6975091.500000 Penalty: 3548.901123
	Iteration 79Q: 3 clusters Score -6975092 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5443 members 
Mstep: Class 2 contains 49811 members 
Entering Unmasked Estep 
Score: -6975178.500000 Penalty: 3548.901123
	Iteration 80F: 3 clusters Score -6975178 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5428 members 
Mstep: Class 2 contains 49826 members 
Entering Unmasked Estep 
Score: -6975220.500000 Penalty: 3548.901123
	Iteration 81Q: 3 clusters Score -6975220 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5419 members 
Mstep: Class 2 contains 49835 members 
Entering Unmasked Estep 
Score: -6975216.500000 Penalty: 3548.901123
	Iteration 82Q: 3 clusters Score -6975216 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 49841 members 
Entering Unmasked Estep 
Score: -6975219.500000 Penalty: 3548.901123
	Iteration 83Q: 3 clusters Score -6975220 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5405 members 
Mstep: Class 2 contains 49849 members 
Entering Unmasked Estep 
Score: -6975223.000000 Penalty: 3548.901123
	Iteration 84Q: 3 clusters Score -6975223 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5400 members 
Mstep: Class 2 contains 49854 members 
Entering Unmasked Estep 
Score: -6975225.000000 Penalty: 3548.901123
	Iteration 85Q: 3 clusters Score -6975225 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5396 members 
Mstep: Class 2 contains 49858 members 
Entering Unmasked Estep 
Score: -6975216.500000 Penalty: 3548.901123
	Iteration 86Q: 3 clusters Score -6975216 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 49862 members 
Entering Unmasked Estep 
Score: -6975217.000000 Penalty: 3548.901123
	Iteration 87Q: 3 clusters Score -6975217 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 49862 members 
Entering Unmasked Estep 
Score: -6975217.000000 Penalty: 3548.901123
	Iteration 88Q: 3 clusters Score -6975217 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 49862 members 
Entering Unmasked Estep 
Score: -6975217.000000 Penalty: 3548.901123
	Iteration 89F: 3 clusters Score -6975217 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 9263 members 
Mstep: Class 2 contains 23606 members 
Mstep: Class 3 contains 6992 members 
Mstep: Class 4 contains 72072 members 
Mstep: Class 5 contains 97985 members 
Mstep: Class 6 contains 471 members 
Mstep: Class 7 contains 20695 members 
Mstep: Class 8 contains 148040 members 
Mstep: Class 9 contains 9406 members 
Mstep: Class 10 contains 2263 members 
Mstep: Class 11 contains 2987 members 
Mstep: Class 12 contains 19528 members 
Mstep: Class 13 contains 2123 members 
Mstep: Class 14 contains 3154 members 
Mstep: Class 15 contains 5392 members 
Mstep: Class 16 contains 39710 members 
Mstep: Class 17 contains 102026 members 
Mstep: Class 18 contains 23071 members 
Mstep: Class 19 contains 14435 members 
Mstep: Class 20 contains 48511 members 
Mstep: Class 21 contains 20545 members 
Mstep: Class 22 contains 13951 members 
Mstep: Class 23 contains 2039 members 
Mstep: Class 24 contains 22357 members 
Mstep: Class 25 contains 6883 members 
Mstep: Class 26 contains 1659 members 
Mstep: Class 27 contains 8118 members 
Mstep: Class 28 contains 14476 members 
Mstep: Class 29 contains 12976 members 
Mstep: Class 30 contains 15950 members 
Mstep: Class 31 contains 49862 members 
Entering Unmasked Estep 
Score: -100197888.000000 Penalty: 68599.812500
Splitting cluster 15 changes total score from -100169664.000000 to -100197888.000000
So it's getting split into cluster 31.
Entering ConstructFrom: 
Trying to split cluster 16 (39710 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39710 members 
Entering Unmasked Estep 
Score: -5027672.000000 Penalty: 1720.770752
	Iteration 0F: 2 clusters Score -5027672 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19791 members 
Mstep: Class 2 contains 19919 members 
Entering Unmasked Estep 
Score: -5001177.000000 Penalty: 3441.541504
	Iteration 0F: 3 clusters Score -5001177 nChanged 18496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20207 members 
Mstep: Class 2 contains 19503 members 
Entering Unmasked Estep 
Score: -5011621.500000 Penalty: 3441.541504
	Iteration 1F: 3 clusters Score -5011622 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20468 members 
Mstep: Class 2 contains 19242 members 
Entering Unmasked Estep 
Score: -5012325.000000 Penalty: 3441.541504
	Iteration 2Q: 3 clusters Score -5012325 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20844 members 
Mstep: Class 2 contains 18866 members 
Entering Unmasked Estep 
Score: -5013107.500000 Penalty: 3441.541504
	Iteration 3Q: 3 clusters Score -5013108 nChanged 2027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21375 members 
Mstep: Class 2 contains 18335 members 
Entering Unmasked Estep 
Score: -5013962.000000 Penalty: 3441.541504
	Iteration 4F: 3 clusters Score -5013962 nChanged 2052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22051 members 
Mstep: Class 2 contains 17659 members 
Entering Unmasked Estep 
Score: -5014893.500000 Penalty: 3441.541504
	Iteration 5F: 3 clusters Score -5014894 nChanged 2087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22906 members 
Mstep: Class 2 contains 16804 members 
Entering Unmasked Estep 
Score: -5015816.000000 Penalty: 3441.541504
	Iteration 6F: 3 clusters Score -5015816 nChanged 1981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23879 members 
Mstep: Class 2 contains 15831 members 
Entering Unmasked Estep 
Score: -5016692.500000 Penalty: 3441.541504
	Iteration 7Q: 3 clusters Score -5016692 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24929 members 
Mstep: Class 2 contains 14781 members 
Entering Unmasked Estep 
Score: -5017481.000000 Penalty: 3441.541504
	Iteration 8Q: 3 clusters Score -5017481 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26071 members 
Mstep: Class 2 contains 13639 members 
Entering Unmasked Estep 
Score: -5018149.000000 Penalty: 3441.541504
	Iteration 9Q: 3 clusters Score -5018149 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27320 members 
Mstep: Class 2 contains 12390 members 
Entering Unmasked Estep 
Score: -5018810.000000 Penalty: 3441.541504
	Iteration 10Q: 3 clusters Score -5018810 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28730 members 
Mstep: Class 2 contains 10980 members 
Entering Unmasked Estep 
Score: -5019666.000000 Penalty: 3441.541504
	Iteration 11Q: 3 clusters Score -5019666 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30273 members 
Mstep: Class 2 contains 9437 members 
Entering Unmasked Estep 
Score: -5020639.500000 Penalty: 3441.541504
	Iteration 12Q: 3 clusters Score -5020640 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31808 members 
Mstep: Class 2 contains 7902 members 
Entering Unmasked Estep 
Score: -5021844.000000 Penalty: 3441.541504
	Iteration 13Q: 3 clusters Score -5021844 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33246 members 
Mstep: Class 2 contains 6464 members 
Entering Unmasked Estep 
Score: -5023180.000000 Penalty: 3441.541504
	Iteration 14Q: 3 clusters Score -5023180 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34372 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
Score: -5024442.000000 Penalty: 3441.541504
	Iteration 15Q: 3 clusters Score -5024442 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35129 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -5025294.500000 Penalty: 3441.541504
	Iteration 16Q: 3 clusters Score -5025294 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35635 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -5025843.000000 Penalty: 3441.541504
	Iteration 17Q: 3 clusters Score -5025843 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35965 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -5026075.500000 Penalty: 3441.541504
	Iteration 18Q: 3 clusters Score -5026076 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36234 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -5026251.000000 Penalty: 3441.541504
	Iteration 19Q: 3 clusters Score -5026251 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36464 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -5026363.500000 Penalty: 3441.541504
	Iteration 20F: 3 clusters Score -5026364 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36657 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -5026488.000000 Penalty: 3441.541504
	Iteration 21Q: 3 clusters Score -5026488 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36812 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -5026546.000000 Penalty: 3441.541504
	Iteration 22Q: 3 clusters Score -5026546 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36938 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -5026618.000000 Penalty: 3441.541504
	Iteration 23Q: 3 clusters Score -5026618 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37044 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -5026666.000000 Penalty: 3441.541504
	Iteration 24Q: 3 clusters Score -5026666 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37129 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -5026688.500000 Penalty: 3441.541504
	Iteration 25Q: 3 clusters Score -5026688 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37192 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -5026707.000000 Penalty: 3441.541504
	Iteration 26Q: 3 clusters Score -5026707 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37249 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -5026727.000000 Penalty: 3441.541504
	Iteration 27Q: 3 clusters Score -5026727 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37308 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -5026757.000000 Penalty: 3441.541504
	Iteration 28Q: 3 clusters Score -5026757 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37358 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -5026775.000000 Penalty: 3441.541504
	Iteration 29Q: 3 clusters Score -5026775 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37395 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -5026778.000000 Penalty: 3441.541504
	Iteration 30Q: 3 clusters Score -5026778 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37435 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -5026796.500000 Penalty: 3441.541504
	Iteration 31Q: 3 clusters Score -5026796 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37469 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -5026804.000000 Penalty: 3441.541504
	Iteration 32Q: 3 clusters Score -5026804 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37496 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -5026796.500000 Penalty: 3441.541504
	Iteration 33Q: 3 clusters Score -5026796 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37521 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -5026800.000000 Penalty: 3441.541504
	Iteration 34Q: 3 clusters Score -5026800 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37556 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -5026818.000000 Penalty: 3441.541504
	Iteration 35Q: 3 clusters Score -5026818 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37592 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -5026827.000000 Penalty: 3441.541504
	Iteration 36Q: 3 clusters Score -5026827 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37619 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -5026833.500000 Penalty: 3441.541504
	Iteration 37Q: 3 clusters Score -5026834 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37644 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -5026837.000000 Penalty: 3441.541504
	Iteration 38Q: 3 clusters Score -5026837 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37652 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -5026841.500000 Penalty: 3441.541504
	Iteration 39Q: 3 clusters Score -5026842 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37660 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -5026845.500000 Penalty: 3441.541504
	Iteration 40F: 3 clusters Score -5026846 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37666 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -5026849.500000 Penalty: 3441.541504
	Iteration 41Q: 3 clusters Score -5026850 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37670 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -5026852.500000 Penalty: 3441.541504
	Iteration 42Q: 3 clusters Score -5026852 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37673 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -5026849.500000 Penalty: 3441.541504
	Iteration 43Q: 3 clusters Score -5026850 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37679 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -5026852.500000 Penalty: 3441.541504
	Iteration 44Q: 3 clusters Score -5026852 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37681 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -5026852.500000 Penalty: 3441.541504
	Iteration 45Q: 3 clusters Score -5026852 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37685 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -5026852.500000 Penalty: 3441.541504
	Iteration 46Q: 3 clusters Score -5026852 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37686 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -5026850.500000 Penalty: 3441.541504
	Iteration 47Q: 3 clusters Score -5026850 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37687 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -5026851.000000 Penalty: 3441.541504
	Iteration 48Q: 3 clusters Score -5026851 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37688 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -5026853.000000 Penalty: 3441.541504
	Iteration 49Q: 3 clusters Score -5026853 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37688 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -5026852.500000 Penalty: 3441.541504
	Iteration 50Q: 3 clusters Score -5026852 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37690 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -5026850.000000 Penalty: 3441.541504
	Iteration 51Q: 3 clusters Score -5026850 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37692 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -5026854.000000 Penalty: 3441.541504
	Iteration 52Q: 3 clusters Score -5026854 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37693 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -5026854.000000 Penalty: 3441.541504
	Iteration 53Q: 3 clusters Score -5026854 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37693 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -5026854.000000 Penalty: 3441.541504
	Iteration 54F: 3 clusters Score -5026854 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (102026 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102026 members 
Entering Unmasked Estep 
Score: -12844483.000000 Penalty: 1874.109741
	Iteration 0F: 2 clusters Score -1.284448e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51057 members 
Mstep: Class 2 contains 50969 members 
Entering Unmasked Estep 
Score: -12776534.000000 Penalty: 3748.219482
	Iteration 0F: 3 clusters Score -1.277653e+07 nChanged 48707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51458 members 
Mstep: Class 2 contains 50568 members 
Entering Unmasked Estep 
Score: -12805653.000000 Penalty: 3748.219482
	Iteration 1F: 3 clusters Score -1.280565e+07 nChanged 4367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51793 members 
Mstep: Class 2 contains 50233 members 
Entering Unmasked Estep 
Score: -12807631.000000 Penalty: 3748.219482
	Iteration 2Q: 3 clusters Score -1.280763e+07 nChanged 5198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52195 members 
Mstep: Class 2 contains 49831 members 
Entering Unmasked Estep 
Score: -12810335.000000 Penalty: 3748.219482
	Iteration 3F: 3 clusters Score -1.281034e+07 nChanged 5911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52814 members 
Mstep: Class 2 contains 49212 members 
Entering Unmasked Estep 
Score: -12813793.000000 Penalty: 3748.219482
	Iteration 4F: 3 clusters Score -1.281379e+07 nChanged 6382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53494 members 
Mstep: Class 2 contains 48532 members 
Entering Unmasked Estep 
Score: -12817869.000000 Penalty: 3748.219482
	Iteration 5F: 3 clusters Score -1.281787e+07 nChanged 6507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54055 members 
Mstep: Class 2 contains 47971 members 
Entering Unmasked Estep 
Score: -12822116.000000 Penalty: 3748.219482
	Iteration 6F: 3 clusters Score -1.282212e+07 nChanged 6179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54516 members 
Mstep: Class 2 contains 47510 members 
Entering Unmasked Estep 
Score: -12826019.000000 Penalty: 3748.219482
	Iteration 7F: 3 clusters Score -1.282602e+07 nChanged 5145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54991 members 
Mstep: Class 2 contains 47035 members 
Entering Unmasked Estep 
Score: -12828828.000000 Penalty: 3748.219482
	Iteration 8F: 3 clusters Score -1.282883e+07 nChanged 3863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55482 members 
Mstep: Class 2 contains 46544 members 
Entering Unmasked Estep 
Score: -12830267.000000 Penalty: 3748.219482
	Iteration 9Q: 3 clusters Score -1.283027e+07 nChanged 2767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55985 members 
Mstep: Class 2 contains 46041 members 
Entering Unmasked Estep 
Score: -12831204.000000 Penalty: 3748.219482
	Iteration 10Q: 3 clusters Score -1.28312e+07 nChanged 2143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56548 members 
Mstep: Class 2 contains 45478 members 
Entering Unmasked Estep 
Score: -12831914.000000 Penalty: 3748.219482
	Iteration 11Q: 3 clusters Score -1.283191e+07 nChanged 2027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57153 members 
Mstep: Class 2 contains 44873 members 
Entering Unmasked Estep 
Score: -12832658.000000 Penalty: 3748.219482
	Iteration 12Q: 3 clusters Score -1.283266e+07 nChanged 2100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57827 members 
Mstep: Class 2 contains 44199 members 
Entering Unmasked Estep 
Score: -12833467.000000 Penalty: 3748.219482
	Iteration 13Q: 3 clusters Score -1.283347e+07 nChanged 2220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58497 members 
Mstep: Class 2 contains 43529 members 
Entering Unmasked Estep 
Score: -12834491.000000 Penalty: 3748.219482
	Iteration 14Q: 3 clusters Score -1.283449e+07 nChanged 2331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59170 members 
Mstep: Class 2 contains 42856 members 
Entering Unmasked Estep 
Score: -12835614.000000 Penalty: 3748.219482
	Iteration 15Q: 3 clusters Score -1.283561e+07 nChanged 2434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59924 members 
Mstep: Class 2 contains 42102 members 
Entering Unmasked Estep 
Score: -12836827.000000 Penalty: 3748.219482
	Iteration 16Q: 3 clusters Score -1.283683e+07 nChanged 2507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60833 members 
Mstep: Class 2 contains 41193 members 
Entering Unmasked Estep 
Score: -12838265.000000 Penalty: 3748.219482
	Iteration 17Q: 3 clusters Score -1.283826e+07 nChanged 2517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61726 members 
Mstep: Class 2 contains 40300 members 
Entering Unmasked Estep 
Score: -12839907.000000 Penalty: 3748.219482
	Iteration 18Q: 3 clusters Score -1.283991e+07 nChanged 2490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62708 members 
Mstep: Class 2 contains 39318 members 
Entering Unmasked Estep 
Score: -12841514.000000 Penalty: 3748.219482
	Iteration 19Q: 3 clusters Score -1.284151e+07 nChanged 2507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63729 members 
Mstep: Class 2 contains 38297 members 
Entering Unmasked Estep 
Score: -12843595.000000 Penalty: 3748.219482
	Iteration 20F: 3 clusters Score -1.28436e+07 nChanged 2480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64701 members 
Mstep: Class 2 contains 37325 members 
Entering Unmasked Estep 
Score: -12845891.000000 Penalty: 3748.219482
	Iteration 21Q: 3 clusters Score -1.284589e+07 nChanged 2290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65299 members 
Mstep: Class 2 contains 36727 members 
Entering Unmasked Estep 
Score: -12847821.000000 Penalty: 3748.219482
	Iteration 22Q: 3 clusters Score -1.284782e+07 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65405 members 
Mstep: Class 2 contains 36621 members 
Entering Unmasked Estep 
Score: -12849058.000000 Penalty: 3748.219482
	Iteration 23Q: 3 clusters Score -1.284906e+07 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65064 members 
Mstep: Class 2 contains 36962 members 
Entering Unmasked Estep 
Score: -12849956.000000 Penalty: 3748.219482
	Iteration 24Q: 3 clusters Score -1.284996e+07 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64441 members 
Mstep: Class 2 contains 37585 members 
Entering Unmasked Estep 
Score: -12850630.000000 Penalty: 3748.219482
	Iteration 25Q: 3 clusters Score -1.285063e+07 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63697 members 
Mstep: Class 2 contains 38329 members 
Entering Unmasked Estep 
Score: -12851282.000000 Penalty: 3748.219482
	Iteration 26Q: 3 clusters Score -1.285128e+07 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62853 members 
Mstep: Class 2 contains 39173 members 
Entering Unmasked Estep 
Score: -12851666.000000 Penalty: 3748.219482
	Iteration 27Q: 3 clusters Score -1.285167e+07 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62062 members 
Mstep: Class 2 contains 39964 members 
Entering Unmasked Estep 
Score: -12851882.000000 Penalty: 3748.219482
	Iteration 28Q: 3 clusters Score -1.285188e+07 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61401 members 
Mstep: Class 2 contains 40625 members 
Entering Unmasked Estep 
Score: -12852019.000000 Penalty: 3748.219482
	Iteration 29Q: 3 clusters Score -1.285202e+07 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60832 members 
Mstep: Class 2 contains 41194 members 
Entering Unmasked Estep 
Score: -12852170.000000 Penalty: 3748.219482
	Iteration 30Q: 3 clusters Score -1.285217e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60373 members 
Mstep: Class 2 contains 41653 members 
Entering Unmasked Estep 
Score: -12852257.000000 Penalty: 3748.219482
	Iteration 31Q: 3 clusters Score -1.285226e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59995 members 
Mstep: Class 2 contains 42031 members 
Entering Unmasked Estep 
Score: -12852284.000000 Penalty: 3748.219482
	Iteration 32Q: 3 clusters Score -1.285228e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59637 members 
Mstep: Class 2 contains 42389 members 
Entering Unmasked Estep 
Score: -12852322.000000 Penalty: 3748.219482
	Iteration 33Q: 3 clusters Score -1.285232e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59335 members 
Mstep: Class 2 contains 42691 members 
Entering Unmasked Estep 
Score: -12852353.000000 Penalty: 3748.219482
	Iteration 34Q: 3 clusters Score -1.285235e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59077 members 
Mstep: Class 2 contains 42949 members 
Entering Unmasked Estep 
Score: -12852350.000000 Penalty: 3748.219482
	Iteration 35Q: 3 clusters Score -1.285235e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58876 members 
Mstep: Class 2 contains 43150 members 
Entering Unmasked Estep 
Score: -12852333.000000 Penalty: 3748.219482
	Iteration 36Q: 3 clusters Score -1.285233e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58665 members 
Mstep: Class 2 contains 43361 members 
Entering Unmasked Estep 
Score: -12852375.000000 Penalty: 3748.219482
	Iteration 37Q: 3 clusters Score -1.285238e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58507 members 
Mstep: Class 2 contains 43519 members 
Entering Unmasked Estep 
Score: -12852391.000000 Penalty: 3748.219482
	Iteration 38Q: 3 clusters Score -1.285239e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58381 members 
Mstep: Class 2 contains 43645 members 
Entering Unmasked Estep 
Score: -12852400.000000 Penalty: 3748.219482
	Iteration 39Q: 3 clusters Score -1.28524e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58264 members 
Mstep: Class 2 contains 43762 members 
Entering Unmasked Estep 
Score: -12852419.000000 Penalty: 3748.219482
	Iteration 40F: 3 clusters Score -1.285242e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58147 members 
Mstep: Class 2 contains 43879 members 
Entering Unmasked Estep 
Score: -12852435.000000 Penalty: 3748.219482
	Iteration 41Q: 3 clusters Score -1.285244e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58049 members 
Mstep: Class 2 contains 43977 members 
Entering Unmasked Estep 
Score: -12852450.000000 Penalty: 3748.219482
	Iteration 42Q: 3 clusters Score -1.285245e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57969 members 
Mstep: Class 2 contains 44057 members 
Entering Unmasked Estep 
Score: -12852452.000000 Penalty: 3748.219482
	Iteration 43Q: 3 clusters Score -1.285245e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57894 members 
Mstep: Class 2 contains 44132 members 
Entering Unmasked Estep 
Score: -12852438.000000 Penalty: 3748.219482
	Iteration 44Q: 3 clusters Score -1.285244e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57828 members 
Mstep: Class 2 contains 44198 members 
Entering Unmasked Estep 
Score: -12852431.000000 Penalty: 3748.219482
	Iteration 45Q: 3 clusters Score -1.285243e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57785 members 
Mstep: Class 2 contains 44241 members 
Entering Unmasked Estep 
Score: -12852423.000000 Penalty: 3748.219482
	Iteration 46Q: 3 clusters Score -1.285242e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57755 members 
Mstep: Class 2 contains 44271 members 
Entering Unmasked Estep 
Score: -12852432.000000 Penalty: 3748.219482
	Iteration 47Q: 3 clusters Score -1.285243e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57723 members 
Mstep: Class 2 contains 44303 members 
Entering Unmasked Estep 
Score: -12852424.000000 Penalty: 3748.219482
	Iteration 48Q: 3 clusters Score -1.285242e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57700 members 
Mstep: Class 2 contains 44326 members 
Entering Unmasked Estep 
Score: -12852456.000000 Penalty: 3748.219482
	Iteration 49Q: 3 clusters Score -1.285246e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57683 members 
Mstep: Class 2 contains 44343 members 
Entering Unmasked Estep 
Score: -12852442.000000 Penalty: 3748.219482
	Iteration 50Q: 3 clusters Score -1.285244e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57667 members 
Mstep: Class 2 contains 44359 members 
Entering Unmasked Estep 
Score: -12852457.000000 Penalty: 3748.219482
	Iteration 51Q: 3 clusters Score -1.285246e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57659 members 
Mstep: Class 2 contains 44367 members 
Entering Unmasked Estep 
Score: -12852446.000000 Penalty: 3748.219482
	Iteration 52Q: 3 clusters Score -1.285245e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57646 members 
Mstep: Class 2 contains 44380 members 
Entering Unmasked Estep 
Score: -12852441.000000 Penalty: 3748.219482
	Iteration 53Q: 3 clusters Score -1.285244e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57638 members 
Mstep: Class 2 contains 44388 members 
Entering Unmasked Estep 
Score: -12852444.000000 Penalty: 3748.219482
	Iteration 54Q: 3 clusters Score -1.285244e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57634 members 
Mstep: Class 2 contains 44392 members 
Entering Unmasked Estep 
Score: -12852443.000000 Penalty: 3748.219482
	Iteration 55Q: 3 clusters Score -1.285244e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57625 members 
Mstep: Class 2 contains 44401 members 
Entering Unmasked Estep 
Score: -12852440.000000 Penalty: 3748.219482
	Iteration 56Q: 3 clusters Score -1.285244e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57621 members 
Mstep: Class 2 contains 44405 members 
Entering Unmasked Estep 
Score: -12852437.000000 Penalty: 3748.219482
	Iteration 57Q: 3 clusters Score -1.285244e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57618 members 
Mstep: Class 2 contains 44408 members 
Entering Unmasked Estep 
Score: -12852441.000000 Penalty: 3748.219482
	Iteration 58Q: 3 clusters Score -1.285244e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57613 members 
Mstep: Class 2 contains 44413 members 
Entering Unmasked Estep 
Score: -12852448.000000 Penalty: 3748.219482
	Iteration 59Q: 3 clusters Score -1.285245e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57607 members 
Mstep: Class 2 contains 44419 members 
Entering Unmasked Estep 
Score: -12852440.000000 Penalty: 3748.219482
	Iteration 60F: 3 clusters Score -1.285244e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57601 members 
Mstep: Class 2 contains 44425 members 
Entering Unmasked Estep 
Score: -12852455.000000 Penalty: 3748.219482
	Iteration 61Q: 3 clusters Score -1.285246e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57600 members 
Mstep: Class 2 contains 44426 members 
Entering Unmasked Estep 
Score: -12852445.000000 Penalty: 3748.219482
	Iteration 62Q: 3 clusters Score -1.285244e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57598 members 
Mstep: Class 2 contains 44428 members 
Entering Unmasked Estep 
Score: -12852444.000000 Penalty: 3748.219482
	Iteration 63Q: 3 clusters Score -1.285244e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57598 members 
Mstep: Class 2 contains 44428 members 
Entering Unmasked Estep 
Score: -12852444.000000 Penalty: 3748.219482
	Iteration 64F: 3 clusters Score -1.285244e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 9263 members 
Mstep: Class 2 contains 23606 members 
Mstep: Class 3 contains 6992 members 
Mstep: Class 4 contains 72072 members 
Mstep: Class 5 contains 97985 members 
Mstep: Class 6 contains 471 members 
Mstep: Class 7 contains 20695 members 
Mstep: Class 8 contains 148040 members 
Mstep: Class 9 contains 9406 members 
Mstep: Class 10 contains 2263 members 
Mstep: Class 11 contains 2987 members 
Mstep: Class 12 contains 19528 members 
Mstep: Class 13 contains 2123 members 
Mstep: Class 14 contains 3154 members 
Mstep: Class 15 contains 5392 members 
Mstep: Class 16 contains 39710 members 
Mstep: Class 17 contains 57598 members 
Mstep: Class 18 contains 23071 members 
Mstep: Class 19 contains 14435 members 
Mstep: Class 20 contains 48511 members 
Mstep: Class 21 contains 20545 members 
Mstep: Class 22 contains 13951 members 
Mstep: Class 23 contains 2039 members 
Mstep: Class 24 contains 22357 members 
Mstep: Class 25 contains 6883 members 
Mstep: Class 26 contains 1659 members 
Mstep: Class 27 contains 8118 members 
Mstep: Class 28 contains 14476 members 
Mstep: Class 29 contains 12976 members 
Mstep: Class 30 contains 15950 members 
Mstep: Class 31 contains 49862 members 
Mstep: Class 32 contains 44428 members 
Entering Unmasked Estep 
Score: -100205880.000000 Penalty: 70812.710938
Splitting cluster 17 changes total score from -100169664.000000 to -100205880.000000
So it's getting split into cluster 32.
Entering ConstructFrom: 
Trying to split cluster 18 (23071 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23071 members 
Entering Unmasked Estep 
Score: -2823149.500000 Penalty: 1632.528809
	Iteration 0F: 2 clusters Score -2823150 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11527 members 
Mstep: Class 2 contains 11544 members 
Entering Unmasked Estep 
Score: -2807690.500000 Penalty: 3265.057617
	Iteration 0F: 3 clusters Score -2807690 nChanged 10500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11529 members 
Mstep: Class 2 contains 11542 members 
Entering Unmasked Estep 
Score: -2814647.250000 Penalty: 3265.057617
	Iteration 1F: 3 clusters Score -2814647 nChanged 1951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11480 members 
Mstep: Class 2 contains 11591 members 
Entering Unmasked Estep 
Score: -2816745.250000 Penalty: 3265.057617
	Iteration 2F: 3 clusters Score -2816745 nChanged 2121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11125 members 
Mstep: Class 2 contains 11946 members 
Entering Unmasked Estep 
Score: -2819765.500000 Penalty: 3265.057617
	Iteration 3F: 3 clusters Score -2819766 nChanged 2539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10248 members 
Mstep: Class 2 contains 12823 members 
Entering Unmasked Estep 
Score: -2825149.500000 Penalty: 3265.057617
	Iteration 4F: 3 clusters Score -2825150 nChanged 2447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8937 members 
Mstep: Class 2 contains 14134 members 
Entering Unmasked Estep 
Score: -2828372.500000 Penalty: 3265.057617
	Iteration 5F: 3 clusters Score -2828372 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7999 members 
Mstep: Class 2 contains 15072 members 
Entering Unmasked Estep 
Score: -2829385.250000 Penalty: 3265.057617
	Iteration 6F: 3 clusters Score -2829385 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7342 members 
Mstep: Class 2 contains 15729 members 
Entering Unmasked Estep 
Score: -2829847.750000 Penalty: 3265.057617
	Iteration 7Q: 3 clusters Score -2829848 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6806 members 
Mstep: Class 2 contains 16265 members 
Entering Unmasked Estep 
Score: -2830132.250000 Penalty: 3265.057617
	Iteration 8Q: 3 clusters Score -2830132 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6369 members 
Mstep: Class 2 contains 16702 members 
Entering Unmasked Estep 
Score: -2830344.250000 Penalty: 3265.057617
	Iteration 9Q: 3 clusters Score -2830344 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5982 members 
Mstep: Class 2 contains 17089 members 
Entering Unmasked Estep 
Score: -2830501.500000 Penalty: 3265.057617
	Iteration 10Q: 3 clusters Score -2830502 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5662 members 
Mstep: Class 2 contains 17409 members 
Entering Unmasked Estep 
Score: -2830635.250000 Penalty: 3265.057617
	Iteration 11Q: 3 clusters Score -2830635 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5417 members 
Mstep: Class 2 contains 17654 members 
Entering Unmasked Estep 
Score: -2830715.750000 Penalty: 3265.057617
	Iteration 12Q: 3 clusters Score -2830716 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5217 members 
Mstep: Class 2 contains 17854 members 
Entering Unmasked Estep 
Score: -2830778.000000 Penalty: 3265.057617
	Iteration 13Q: 3 clusters Score -2830778 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 18020 members 
Entering Unmasked Estep 
Score: -2830822.000000 Penalty: 3265.057617
	Iteration 14Q: 3 clusters Score -2830822 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 18129 members 
Entering Unmasked Estep 
Score: -2830856.250000 Penalty: 3265.057617
	Iteration 15Q: 3 clusters Score -2830856 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 18215 members 
Entering Unmasked Estep 
Score: -2830863.250000 Penalty: 3265.057617
	Iteration 16Q: 3 clusters Score -2830863 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 18275 members 
Entering Unmasked Estep 
Score: -2830883.750000 Penalty: 3265.057617
	Iteration 17Q: 3 clusters Score -2830884 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 18322 members 
Entering Unmasked Estep 
Score: -2830883.750000 Penalty: 3265.057617
	Iteration 18Q: 3 clusters Score -2830884 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 18359 members 
Entering Unmasked Estep 
Score: -2830886.500000 Penalty: 3265.057617
	Iteration 19Q: 3 clusters Score -2830886 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 18387 members 
Entering Unmasked Estep 
Score: -2830893.000000 Penalty: 3265.057617
	Iteration 20F: 3 clusters Score -2830893 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 18410 members 
Entering Unmasked Estep 
Score: -2830897.000000 Penalty: 3265.057617
	Iteration 21Q: 3 clusters Score -2830897 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 18423 members 
Entering Unmasked Estep 
Score: -2830892.000000 Penalty: 3265.057617
	Iteration 22Q: 3 clusters Score -2830892 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 18435 members 
Entering Unmasked Estep 
Score: -2830893.000000 Penalty: 3265.057617
	Iteration 23Q: 3 clusters Score -2830893 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 18447 members 
Entering Unmasked Estep 
Score: -2830896.000000 Penalty: 3265.057617
	Iteration 24Q: 3 clusters Score -2830896 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 18454 members 
Entering Unmasked Estep 
Score: -2830899.000000 Penalty: 3265.057617
	Iteration 25Q: 3 clusters Score -2830899 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 18462 members 
Entering Unmasked Estep 
Score: -2830897.750000 Penalty: 3265.057617
	Iteration 26Q: 3 clusters Score -2830898 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 18464 members 
Entering Unmasked Estep 
Score: -2830900.750000 Penalty: 3265.057617
	Iteration 27Q: 3 clusters Score -2830901 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 18466 members 
Entering Unmasked Estep 
Score: -2830901.250000 Penalty: 3265.057617
	Iteration 28Q: 3 clusters Score -2830901 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 18467 members 
Entering Unmasked Estep 
Score: -2830899.250000 Penalty: 3265.057617
	Iteration 29Q: 3 clusters Score -2830899 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 18468 members 
Entering Unmasked Estep 
Score: -2830902.250000 Penalty: 3265.057617
	Iteration 30Q: 3 clusters Score -2830902 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 18469 members 
Entering Unmasked Estep 
Score: -2830900.750000 Penalty: 3265.057617
	Iteration 31Q: 3 clusters Score -2830901 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 18469 members 
Entering Unmasked Estep 
Score: -2830900.750000 Penalty: 3265.057617
	Iteration 32F: 3 clusters Score -2830901 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 9263 members 
Mstep: Class 2 contains 23606 members 
Mstep: Class 3 contains 6992 members 
Mstep: Class 4 contains 72072 members 
Mstep: Class 5 contains 97985 members 
Mstep: Class 6 contains 471 members 
Mstep: Class 7 contains 20695 members 
Mstep: Class 8 contains 148040 members 
Mstep: Class 9 contains 9406 members 
Mstep: Class 10 contains 2263 members 
Mstep: Class 11 contains 2987 members 
Mstep: Class 12 contains 19528 members 
Mstep: Class 13 contains 2123 members 
Mstep: Class 14 contains 3154 members 
Mstep: Class 15 contains 5392 members 
Mstep: Class 16 contains 39710 members 
Mstep: Class 17 contains 57598 members 
Mstep: Class 18 contains 4602 members 
Mstep: Class 19 contains 14435 members 
Mstep: Class 20 contains 48511 members 
Mstep: Class 21 contains 20545 members 
Mstep: Class 22 contains 13951 members 
Mstep: Class 23 contains 2039 members 
Mstep: Class 24 contains 22357 members 
Mstep: Class 25 contains 6883 members 
Mstep: Class 26 contains 1659 members 
Mstep: Class 27 contains 8118 members 
Mstep: Class 28 contains 14476 members 
Mstep: Class 29 contains 12976 members 
Mstep: Class 30 contains 15950 members 
Mstep: Class 31 contains 49862 members 
Mstep: Class 32 contains 44428 members 
Mstep: Class 33 contains 18469 members 
Entering Unmasked Estep 
Score: -100214088.000000 Penalty: 73025.601562
Splitting cluster 18 changes total score from -100169664.000000 to -100214088.000000
So it's getting split into cluster 33.
Entering ConstructFrom: 
Trying to split cluster 19 (14435 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14435 members 
Entering Unmasked Estep 
Score: -1682270.250000 Penalty: 1556.329224
	Iteration 0F: 2 clusters Score -1682270 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7168 members 
Mstep: Class 2 contains 7267 members 
Entering Unmasked Estep 
Score: -1672312.125000 Penalty: 3112.658447
	Iteration 0F: 3 clusters Score -1672312 nChanged 6343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6619 members 
Mstep: Class 2 contains 7816 members 
Entering Unmasked Estep 
Score: -1676160.750000 Penalty: 3112.658447
	Iteration 1F: 3 clusters Score -1676161 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6248 members 
Mstep: Class 2 contains 8187 members 
Entering Unmasked Estep 
Score: -1677005.250000 Penalty: 3112.658447
	Iteration 2F: 3 clusters Score -1677005 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5802 members 
Mstep: Class 2 contains 8633 members 
Entering Unmasked Estep 
Score: -1677861.875000 Penalty: 3112.658447
	Iteration 3F: 3 clusters Score -1677862 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5397 members 
Mstep: Class 2 contains 9038 members 
Entering Unmasked Estep 
Score: -1678591.500000 Penalty: 3112.658447
	Iteration 4F: 3 clusters Score -1678592 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 9384 members 
Entering Unmasked Estep 
Score: -1679101.125000 Penalty: 3112.658447
	Iteration 5F: 3 clusters Score -1679101 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 9669 members 
Entering Unmasked Estep 
Score: -1679462.500000 Penalty: 3112.658447
	Iteration 6Q: 3 clusters Score -1679462 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 9974 members 
Entering Unmasked Estep 
Score: -1679742.250000 Penalty: 3112.658447
	Iteration 7Q: 3 clusters Score -1679742 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 10247 members 
Entering Unmasked Estep 
Score: -1679992.750000 Penalty: 3112.658447
	Iteration 8Q: 3 clusters Score -1679993 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 10483 members 
Entering Unmasked Estep 
Score: -1680197.250000 Penalty: 3112.658447
	Iteration 9Q: 3 clusters Score -1680197 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 10712 members 
Entering Unmasked Estep 
Score: -1680343.000000 Penalty: 3112.658447
	Iteration 10Q: 3 clusters Score -1680343 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 10925 members 
Entering Unmasked Estep 
Score: -1680475.875000 Penalty: 3112.658447
	Iteration 11Q: 3 clusters Score -1680476 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 11117 members 
Entering Unmasked Estep 
Score: -1680587.875000 Penalty: 3112.658447
	Iteration 12Q: 3 clusters Score -1680588 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 11274 members 
Entering Unmasked Estep 
Score: -1680680.875000 Penalty: 3112.658447
	Iteration 13Q: 3 clusters Score -1680681 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 11404 members 
Entering Unmasked Estep 
Score: -1680767.625000 Penalty: 3112.658447
	Iteration 14Q: 3 clusters Score -1680768 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 11525 members 
Entering Unmasked Estep 
Score: -1680836.875000 Penalty: 3112.658447
	Iteration 15Q: 3 clusters Score -1680837 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 11627 members 
Entering Unmasked Estep 
Score: -1680900.500000 Penalty: 3112.658447
	Iteration 16Q: 3 clusters Score -1680900 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 11738 members 
Entering Unmasked Estep 
Score: -1680961.625000 Penalty: 3112.658447
	Iteration 17Q: 3 clusters Score -1680962 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 11839 members 
Entering Unmasked Estep 
Score: -1681026.500000 Penalty: 3112.658447
	Iteration 18Q: 3 clusters Score -1681026 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 11927 members 
Entering Unmasked Estep 
Score: -1681095.250000 Penalty: 3112.658447
	Iteration 19Q: 3 clusters Score -1681095 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 12008 members 
Entering Unmasked Estep 
Score: -1681130.875000 Penalty: 3112.658447
	Iteration 20F: 3 clusters Score -1681131 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 12090 members 
Entering Unmasked Estep 
Score: -1681178.125000 Penalty: 3112.658447
	Iteration 21Q: 3 clusters Score -1681178 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 12156 members 
Entering Unmasked Estep 
Score: -1681207.750000 Penalty: 3112.658447
	Iteration 22Q: 3 clusters Score -1681208 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 12215 members 
Entering Unmasked Estep 
Score: -1681223.000000 Penalty: 3112.658447
	Iteration 23Q: 3 clusters Score -1681223 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 12271 members 
Entering Unmasked Estep 
Score: -1681239.625000 Penalty: 3112.658447
	Iteration 24Q: 3 clusters Score -1681240 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 12316 members 
Entering Unmasked Estep 
Score: -1681263.875000 Penalty: 3112.658447
	Iteration 25Q: 3 clusters Score -1681264 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 12359 members 
Entering Unmasked Estep 
Score: -1681284.250000 Penalty: 3112.658447
	Iteration 26Q: 3 clusters Score -1681284 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 12397 members 
Entering Unmasked Estep 
Score: -1681294.750000 Penalty: 3112.658447
	Iteration 27Q: 3 clusters Score -1681295 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 12425 members 
Entering Unmasked Estep 
Score: -1681301.875000 Penalty: 3112.658447
	Iteration 28Q: 3 clusters Score -1681302 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 12451 members 
Entering Unmasked Estep 
Score: -1681308.125000 Penalty: 3112.658447
	Iteration 29Q: 3 clusters Score -1681308 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 12475 members 
Entering Unmasked Estep 
Score: -1681311.125000 Penalty: 3112.658447
	Iteration 30Q: 3 clusters Score -1681311 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 12489 members 
Entering Unmasked Estep 
Score: -1681316.250000 Penalty: 3112.658447
	Iteration 31Q: 3 clusters Score -1681316 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 12502 members 
Entering Unmasked Estep 
Score: -1681318.750000 Penalty: 3112.658447
	Iteration 32Q: 3 clusters Score -1681319 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 12518 members 
Entering Unmasked Estep 
Score: -1681327.250000 Penalty: 3112.658447
	Iteration 33Q: 3 clusters Score -1681327 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 12539 members 
Entering Unmasked Estep 
Score: -1681334.500000 Penalty: 3112.658447
	Iteration 34Q: 3 clusters Score -1681334 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 12554 members 
Entering Unmasked Estep 
Score: -1681338.625000 Penalty: 3112.658447
	Iteration 35Q: 3 clusters Score -1681339 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 12569 members 
Entering Unmasked Estep 
Score: -1681340.000000 Penalty: 3112.658447
	Iteration 36Q: 3 clusters Score -1681340 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 12586 members 
Entering Unmasked Estep 
Score: -1681342.750000 Penalty: 3112.658447
	Iteration 37Q: 3 clusters Score -1681343 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 12611 members 
Entering Unmasked Estep 
Score: -1681350.125000 Penalty: 3112.658447
	Iteration 38Q: 3 clusters Score -1681350 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 12629 members 
Entering Unmasked Estep 
Score: -1681356.500000 Penalty: 3112.658447
	Iteration 39Q: 3 clusters Score -1681356 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 12649 members 
Entering Unmasked Estep 
Score: -1681363.875000 Penalty: 3112.658447
	Iteration 40F: 3 clusters Score -1681364 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 12684 members 
Entering Unmasked Estep 
Score: -1681376.750000 Penalty: 3112.658447
	Iteration 41Q: 3 clusters Score -1681377 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 12710 members 
Entering Unmasked Estep 
Score: -1681398.125000 Penalty: 3112.658447
	Iteration 42Q: 3 clusters Score -1681398 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 12737 members 
Entering Unmasked Estep 
Score: -1681416.750000 Penalty: 3112.658447
	Iteration 43Q: 3 clusters Score -1681417 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 12763 members 
Entering Unmasked Estep 
Score: -1681432.000000 Penalty: 3112.658447
	Iteration 44Q: 3 clusters Score -1681432 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 12787 members 
Entering Unmasked Estep 
Score: -1681449.125000 Penalty: 3112.658447
	Iteration 45Q: 3 clusters Score -1681449 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 12802 members 
Entering Unmasked Estep 
Score: -1681459.625000 Penalty: 3112.658447
	Iteration 46Q: 3 clusters Score -1681460 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 12812 members 
Entering Unmasked Estep 
Score: -1681467.000000 Penalty: 3112.658447
	Iteration 47Q: 3 clusters Score -1681467 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 12836 members 
Entering Unmasked Estep 
Score: -1681483.000000 Penalty: 3112.658447
	Iteration 48Q: 3 clusters Score -1681483 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 12853 members 
Entering Unmasked Estep 
Score: -1681489.875000 Penalty: 3112.658447
	Iteration 49Q: 3 clusters Score -1681490 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 12878 members 
Entering Unmasked Estep 
Score: -1681497.875000 Penalty: 3112.658447
	Iteration 50Q: 3 clusters Score -1681498 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 12898 members 
Entering Unmasked Estep 
Score: -1681505.125000 Penalty: 3112.658447
	Iteration 51Q: 3 clusters Score -1681505 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 12918 members 
Entering Unmasked Estep 
Score: -1681519.375000 Penalty: 3112.658447
	Iteration 52Q: 3 clusters Score -1681519 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 12932 members 
Entering Unmasked Estep 
Score: -1681528.125000 Penalty: 3112.658447
	Iteration 53Q: 3 clusters Score -1681528 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 12944 members 
Entering Unmasked Estep 
Score: -1681539.625000 Penalty: 3112.658447
	Iteration 54Q: 3 clusters Score -1681540 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 12958 members 
Entering Unmasked Estep 
Score: -1681547.875000 Penalty: 3112.658447
	Iteration 55Q: 3 clusters Score -1681548 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 12968 members 
Entering Unmasked Estep 
Score: -1681554.625000 Penalty: 3112.658447
	Iteration 56Q: 3 clusters Score -1681555 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 12981 members 
Entering Unmasked Estep 
Score: -1681566.000000 Penalty: 3112.658447
	Iteration 57Q: 3 clusters Score -1681566 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 12981 members 
Entering Unmasked Estep 
Score: -1681578.000000 Penalty: 3112.658447
	Iteration 58Q: 3 clusters Score -1681578 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 12993 members 
Entering Unmasked Estep 
Score: -1681591.125000 Penalty: 3112.658447
	Iteration 59Q: 3 clusters Score -1681591 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 12996 members 
Entering Unmasked Estep 
Score: -1681600.750000 Penalty: 3112.658447
	Iteration 60F: 3 clusters Score -1681601 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 13007 members 
Entering Unmasked Estep 
Score: -1681616.125000 Penalty: 3112.658447
	Iteration 61Q: 3 clusters Score -1681616 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 13020 members 
Entering Unmasked Estep 
Score: -1681631.250000 Penalty: 3112.658447
	Iteration 62Q: 3 clusters Score -1681631 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 13028 members 
Entering Unmasked Estep 
Score: -1681645.000000 Penalty: 3112.658447
	Iteration 63Q: 3 clusters Score -1681645 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 13034 members 
Entering Unmasked Estep 
Score: -1681657.250000 Penalty: 3112.658447
	Iteration 64Q: 3 clusters Score -1681657 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 13047 members 
Entering Unmasked Estep 
Score: -1681671.125000 Penalty: 3112.658447
	Iteration 65Q: 3 clusters Score -1681671 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 13059 members 
Entering Unmasked Estep 
Score: -1681676.750000 Penalty: 3112.658447
	Iteration 66Q: 3 clusters Score -1681677 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 13071 members 
Entering Unmasked Estep 
Score: -1681678.000000 Penalty: 3112.658447
	Iteration 67Q: 3 clusters Score -1681678 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 13077 members 
Entering Unmasked Estep 
Score: -1681680.000000 Penalty: 3112.658447
	Iteration 68Q: 3 clusters Score -1681680 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 13081 members 
Entering Unmasked Estep 
Score: -1681681.750000 Penalty: 3112.658447
	Iteration 69Q: 3 clusters Score -1681682 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 13082 members 
Entering Unmasked Estep 
Score: -1681684.125000 Penalty: 3112.658447
	Iteration 70Q: 3 clusters Score -1681684 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 13085 members 
Entering Unmasked Estep 
Score: -1681690.250000 Penalty: 3112.658447
	Iteration 71Q: 3 clusters Score -1681690 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 13094 members 
Entering Unmasked Estep 
Score: -1681694.500000 Penalty: 3112.658447
	Iteration 72Q: 3 clusters Score -1681694 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 13100 members 
Entering Unmasked Estep 
Score: -1681696.750000 Penalty: 3112.658447
	Iteration 73Q: 3 clusters Score -1681697 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 13105 members 
Entering Unmasked Estep 
Score: -1681694.750000 Penalty: 3112.658447
	Iteration 74Q: 3 clusters Score -1681695 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 13107 members 
Entering Unmasked Estep 
Score: -1681698.375000 Penalty: 3112.658447
	Iteration 75Q: 3 clusters Score -1681698 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 13107 members 
Entering Unmasked Estep 
Score: -1681702.125000 Penalty: 3112.658447
	Iteration 76Q: 3 clusters Score -1681702 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 13106 members 
Entering Unmasked Estep 
Score: -1681702.250000 Penalty: 3112.658447
	Iteration 77Q: 3 clusters Score -1681702 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 13104 members 
Entering Unmasked Estep 
Score: -1681704.000000 Penalty: 3112.658447
	Iteration 78Q: 3 clusters Score -1681704 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 13104 members 
Entering Unmasked Estep 
Score: -1681704.000000 Penalty: 3112.658447
	Iteration 79F: 3 clusters Score -1681704 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (48511 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48511 members 
Entering Unmasked Estep 
Score: -5724301.500000 Penalty: 1753.301270
	Iteration 0F: 2 clusters Score -5724302 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24265 members 
Mstep: Class 2 contains 24246 members 
Entering Unmasked Estep 
Score: -5691872.000000 Penalty: 3506.602539
	Iteration 0F: 3 clusters Score -5691872 nChanged 22774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24865 members 
Mstep: Class 2 contains 23646 members 
Entering Unmasked Estep 
Score: -5705910.500000 Penalty: 3506.602539
	Iteration 1F: 3 clusters Score -5705910 nChanged 3211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25200 members 
Mstep: Class 2 contains 23311 members 
Entering Unmasked Estep 
Score: -5708025.000000 Penalty: 3506.602539
	Iteration 2F: 3 clusters Score -5708025 nChanged 3645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25633 members 
Mstep: Class 2 contains 22878 members 
Entering Unmasked Estep 
Score: -5710743.500000 Penalty: 3506.602539
	Iteration 3F: 3 clusters Score -5710744 nChanged 3708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26167 members 
Mstep: Class 2 contains 22344 members 
Entering Unmasked Estep 
Score: -5713306.500000 Penalty: 3506.602539
	Iteration 4F: 3 clusters Score -5713306 nChanged 3292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26573 members 
Mstep: Class 2 contains 21938 members 
Entering Unmasked Estep 
Score: -5715469.000000 Penalty: 3506.602539
	Iteration 5F: 3 clusters Score -5715469 nChanged 2800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26825 members 
Mstep: Class 2 contains 21686 members 
Entering Unmasked Estep 
Score: -5717154.000000 Penalty: 3506.602539
	Iteration 6F: 3 clusters Score -5717154 nChanged 2335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26898 members 
Mstep: Class 2 contains 21613 members 
Entering Unmasked Estep 
Score: -5718474.000000 Penalty: 3506.602539
	Iteration 7Q: 3 clusters Score -5718474 nChanged 1938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26868 members 
Mstep: Class 2 contains 21643 members 
Entering Unmasked Estep 
Score: -5719474.500000 Penalty: 3506.602539
	Iteration 8Q: 3 clusters Score -5719474 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26787 members 
Mstep: Class 2 contains 21724 members 
Entering Unmasked Estep 
Score: -5720137.500000 Penalty: 3506.602539
	Iteration 9Q: 3 clusters Score -5720138 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26766 members 
Mstep: Class 2 contains 21745 members 
Entering Unmasked Estep 
Score: -5720465.000000 Penalty: 3506.602539
	Iteration 10Q: 3 clusters Score -5720465 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26764 members 
Mstep: Class 2 contains 21747 members 
Entering Unmasked Estep 
Score: -5720694.500000 Penalty: 3506.602539
	Iteration 11Q: 3 clusters Score -5720694 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26775 members 
Mstep: Class 2 contains 21736 members 
Entering Unmasked Estep 
Score: -5720779.000000 Penalty: 3506.602539
	Iteration 12Q: 3 clusters Score -5720779 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26792 members 
Mstep: Class 2 contains 21719 members 
Entering Unmasked Estep 
Score: -5720862.000000 Penalty: 3506.602539
	Iteration 13Q: 3 clusters Score -5720862 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26815 members 
Mstep: Class 2 contains 21696 members 
Entering Unmasked Estep 
Score: -5720897.500000 Penalty: 3506.602539
	Iteration 14Q: 3 clusters Score -5720898 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26816 members 
Mstep: Class 2 contains 21695 members 
Entering Unmasked Estep 
Score: -5720887.000000 Penalty: 3506.602539
	Iteration 15Q: 3 clusters Score -5720887 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26835 members 
Mstep: Class 2 contains 21676 members 
Entering Unmasked Estep 
Score: -5720913.000000 Penalty: 3506.602539
	Iteration 16Q: 3 clusters Score -5720913 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26858 members 
Mstep: Class 2 contains 21653 members 
Entering Unmasked Estep 
Score: -5720933.000000 Penalty: 3506.602539
	Iteration 17Q: 3 clusters Score -5720933 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26873 members 
Mstep: Class 2 contains 21638 members 
Entering Unmasked Estep 
Score: -5720942.000000 Penalty: 3506.602539
	Iteration 18Q: 3 clusters Score -5720942 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26894 members 
Mstep: Class 2 contains 21617 members 
Entering Unmasked Estep 
Score: -5720957.500000 Penalty: 3506.602539
	Iteration 19Q: 3 clusters Score -5720958 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26922 members 
Mstep: Class 2 contains 21589 members 
Entering Unmasked Estep 
Score: -5720965.000000 Penalty: 3506.602539
	Iteration 20F: 3 clusters Score -5720965 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26938 members 
Mstep: Class 2 contains 21573 members 
Entering Unmasked Estep 
Score: -5720984.000000 Penalty: 3506.602539
	Iteration 21Q: 3 clusters Score -5720984 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26960 members 
Mstep: Class 2 contains 21551 members 
Entering Unmasked Estep 
Score: -5720970.500000 Penalty: 3506.602539
	Iteration 22Q: 3 clusters Score -5720970 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26978 members 
Mstep: Class 2 contains 21533 members 
Entering Unmasked Estep 
Score: -5720990.000000 Penalty: 3506.602539
	Iteration 23Q: 3 clusters Score -5720990 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26995 members 
Mstep: Class 2 contains 21516 members 
Entering Unmasked Estep 
Score: -5721003.500000 Penalty: 3506.602539
	Iteration 24Q: 3 clusters Score -5721004 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27013 members 
Mstep: Class 2 contains 21498 members 
Entering Unmasked Estep 
Score: -5720998.500000 Penalty: 3506.602539
	Iteration 25Q: 3 clusters Score -5720998 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27040 members 
Mstep: Class 2 contains 21471 members 
Entering Unmasked Estep 
Score: -5720996.000000 Penalty: 3506.602539
	Iteration 26Q: 3 clusters Score -5720996 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27062 members 
Mstep: Class 2 contains 21449 members 
Entering Unmasked Estep 
Score: -5720994.500000 Penalty: 3506.602539
	Iteration 27Q: 3 clusters Score -5720994 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27083 members 
Mstep: Class 2 contains 21428 members 
Entering Unmasked Estep 
Score: -5721008.500000 Penalty: 3506.602539
	Iteration 28Q: 3 clusters Score -5721008 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27103 members 
Mstep: Class 2 contains 21408 members 
Entering Unmasked Estep 
Score: -5721002.500000 Penalty: 3506.602539
	Iteration 29Q: 3 clusters Score -5721002 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27134 members 
Mstep: Class 2 contains 21377 members 
Entering Unmasked Estep 
Score: -5721000.500000 Penalty: 3506.602539
	Iteration 30Q: 3 clusters Score -5721000 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27176 members 
Mstep: Class 2 contains 21335 members 
Entering Unmasked Estep 
Score: -5721006.500000 Penalty: 3506.602539
	Iteration 31Q: 3 clusters Score -5721006 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27214 members 
Mstep: Class 2 contains 21297 members 
Entering Unmasked Estep 
Score: -5721014.000000 Penalty: 3506.602539
	Iteration 32Q: 3 clusters Score -5721014 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27244 members 
Mstep: Class 2 contains 21267 members 
Entering Unmasked Estep 
Score: -5721025.500000 Penalty: 3506.602539
	Iteration 33Q: 3 clusters Score -5721026 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27287 members 
Mstep: Class 2 contains 21224 members 
Entering Unmasked Estep 
Score: -5721033.500000 Penalty: 3506.602539
	Iteration 34Q: 3 clusters Score -5721034 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27316 members 
Mstep: Class 2 contains 21195 members 
Entering Unmasked Estep 
Score: -5721027.000000 Penalty: 3506.602539
	Iteration 35Q: 3 clusters Score -5721027 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27339 members 
Mstep: Class 2 contains 21172 members 
Entering Unmasked Estep 
Score: -5721039.000000 Penalty: 3506.602539
	Iteration 36Q: 3 clusters Score -5721039 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27358 members 
Mstep: Class 2 contains 21153 members 
Entering Unmasked Estep 
Score: -5721036.500000 Penalty: 3506.602539
	Iteration 37Q: 3 clusters Score -5721036 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27380 members 
Mstep: Class 2 contains 21131 members 
Entering Unmasked Estep 
Score: -5721046.000000 Penalty: 3506.602539
	Iteration 38Q: 3 clusters Score -5721046 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27407 members 
Mstep: Class 2 contains 21104 members 
Entering Unmasked Estep 
Score: -5721052.000000 Penalty: 3506.602539
	Iteration 39Q: 3 clusters Score -5721052 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27430 members 
Mstep: Class 2 contains 21081 members 
Entering Unmasked Estep 
Score: -5721055.000000 Penalty: 3506.602539
	Iteration 40F: 3 clusters Score -5721055 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27457 members 
Mstep: Class 2 contains 21054 members 
Entering Unmasked Estep 
Score: -5721050.500000 Penalty: 3506.602539
	Iteration 41Q: 3 clusters Score -5721050 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27486 members 
Mstep: Class 2 contains 21025 members 
Entering Unmasked Estep 
Score: -5721039.000000 Penalty: 3506.602539
	Iteration 42Q: 3 clusters Score -5721039 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27506 members 
Mstep: Class 2 contains 21005 members 
Entering Unmasked Estep 
Score: -5721050.000000 Penalty: 3506.602539
	Iteration 43Q: 3 clusters Score -5721050 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27533 members 
Mstep: Class 2 contains 20978 members 
Entering Unmasked Estep 
Score: -5721059.500000 Penalty: 3506.602539
	Iteration 44Q: 3 clusters Score -5721060 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27555 members 
Mstep: Class 2 contains 20956 members 
Entering Unmasked Estep 
Score: -5721049.500000 Penalty: 3506.602539
	Iteration 45Q: 3 clusters Score -5721050 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27586 members 
Mstep: Class 2 contains 20925 members 
Entering Unmasked Estep 
Score: -5721058.500000 Penalty: 3506.602539
	Iteration 46Q: 3 clusters Score -5721058 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27613 members 
Mstep: Class 2 contains 20898 members 
Entering Unmasked Estep 
Score: -5721068.000000 Penalty: 3506.602539
	Iteration 47Q: 3 clusters Score -5721068 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27644 members 
Mstep: Class 2 contains 20867 members 
Entering Unmasked Estep 
Score: -5721070.500000 Penalty: 3506.602539
	Iteration 48Q: 3 clusters Score -5721070 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27667 members 
Mstep: Class 2 contains 20844 members 
Entering Unmasked Estep 
Score: -5721058.500000 Penalty: 3506.602539
	Iteration 49Q: 3 clusters Score -5721058 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27684 members 
Mstep: Class 2 contains 20827 members 
Entering Unmasked Estep 
Score: -5721056.000000 Penalty: 3506.602539
	Iteration 50Q: 3 clusters Score -5721056 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27706 members 
Mstep: Class 2 contains 20805 members 
Entering Unmasked Estep 
Score: -5721054.500000 Penalty: 3506.602539
	Iteration 51Q: 3 clusters Score -5721054 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27731 members 
Mstep: Class 2 contains 20780 members 
Entering Unmasked Estep 
Score: -5721060.500000 Penalty: 3506.602539
	Iteration 52Q: 3 clusters Score -5721060 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27751 members 
Mstep: Class 2 contains 20760 members 
Entering Unmasked Estep 
Score: -5721066.500000 Penalty: 3506.602539
	Iteration 53Q: 3 clusters Score -5721066 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27772 members 
Mstep: Class 2 contains 20739 members 
Entering Unmasked Estep 
Score: -5721061.000000 Penalty: 3506.602539
	Iteration 54Q: 3 clusters Score -5721061 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27790 members 
Mstep: Class 2 contains 20721 members 
Entering Unmasked Estep 
Score: -5721075.500000 Penalty: 3506.602539
	Iteration 55Q: 3 clusters Score -5721076 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27807 members 
Mstep: Class 2 contains 20704 members 
Entering Unmasked Estep 
Score: -5721077.500000 Penalty: 3506.602539
	Iteration 56Q: 3 clusters Score -5721078 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27822 members 
Mstep: Class 2 contains 20689 members 
Entering Unmasked Estep 
Score: -5721088.000000 Penalty: 3506.602539
	Iteration 57Q: 3 clusters Score -5721088 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27830 members 
Mstep: Class 2 contains 20681 members 
Entering Unmasked Estep 
Score: -5721095.500000 Penalty: 3506.602539
	Iteration 58Q: 3 clusters Score -5721096 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27845 members 
Mstep: Class 2 contains 20666 members 
Entering Unmasked Estep 
Score: -5721093.000000 Penalty: 3506.602539
	Iteration 59Q: 3 clusters Score -5721093 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27857 members 
Mstep: Class 2 contains 20654 members 
Entering Unmasked Estep 
Score: -5721093.500000 Penalty: 3506.602539
	Iteration 60F: 3 clusters Score -5721094 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27868 members 
Mstep: Class 2 contains 20643 members 
Entering Unmasked Estep 
Score: -5721092.000000 Penalty: 3506.602539
	Iteration 61Q: 3 clusters Score -5721092 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27874 members 
Mstep: Class 2 contains 20637 members 
Entering Unmasked Estep 
Score: -5721097.500000 Penalty: 3506.602539
	Iteration 62Q: 3 clusters Score -5721098 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27885 members 
Mstep: Class 2 contains 20626 members 
Entering Unmasked Estep 
Score: -5721097.500000 Penalty: 3506.602539
	Iteration 63Q: 3 clusters Score -5721098 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27897 members 
Mstep: Class 2 contains 20614 members 
Entering Unmasked Estep 
Score: -5721098.000000 Penalty: 3506.602539
	Iteration 64Q: 3 clusters Score -5721098 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27906 members 
Mstep: Class 2 contains 20605 members 
Entering Unmasked Estep 
Score: -5721096.500000 Penalty: 3506.602539
	Iteration 65Q: 3 clusters Score -5721096 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27915 members 
Mstep: Class 2 contains 20596 members 
Entering Unmasked Estep 
Score: -5721096.000000 Penalty: 3506.602539
	Iteration 66Q: 3 clusters Score -5721096 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27920 members 
Mstep: Class 2 contains 20591 members 
Entering Unmasked Estep 
Score: -5721096.000000 Penalty: 3506.602539
	Iteration 67Q: 3 clusters Score -5721096 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27926 members 
Mstep: Class 2 contains 20585 members 
Entering Unmasked Estep 
Score: -5721101.000000 Penalty: 3506.602539
	Iteration 68Q: 3 clusters Score -5721101 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27931 members 
Mstep: Class 2 contains 20580 members 
Entering Unmasked Estep 
Score: -5721098.500000 Penalty: 3506.602539
	Iteration 69Q: 3 clusters Score -5721098 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27936 members 
Mstep: Class 2 contains 20575 members 
Entering Unmasked Estep 
Score: -5721100.000000 Penalty: 3506.602539
	Iteration 70Q: 3 clusters Score -5721100 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27945 members 
Mstep: Class 2 contains 20566 members 
Entering Unmasked Estep 
Score: -5721101.000000 Penalty: 3506.602539
	Iteration 71Q: 3 clusters Score -5721101 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27954 members 
Mstep: Class 2 contains 20557 members 
Entering Unmasked Estep 
Score: -5721102.000000 Penalty: 3506.602539
	Iteration 72Q: 3 clusters Score -5721102 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27959 members 
Mstep: Class 2 contains 20552 members 
Entering Unmasked Estep 
Score: -5721090.000000 Penalty: 3506.602539
	Iteration 73Q: 3 clusters Score -5721090 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27966 members 
Mstep: Class 2 contains 20545 members 
Entering Unmasked Estep 
Score: -5721094.500000 Penalty: 3506.602539
	Iteration 74Q: 3 clusters Score -5721094 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27972 members 
Mstep: Class 2 contains 20539 members 
Entering Unmasked Estep 
Score: -5721090.500000 Penalty: 3506.602539
	Iteration 75Q: 3 clusters Score -5721090 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27983 members 
Mstep: Class 2 contains 20528 members 
Entering Unmasked Estep 
Score: -5721083.000000 Penalty: 3506.602539
	Iteration 76Q: 3 clusters Score -5721083 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27996 members 
Mstep: Class 2 contains 20515 members 
Entering Unmasked Estep 
Score: -5721094.000000 Penalty: 3506.602539
	Iteration 77Q: 3 clusters Score -5721094 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28008 members 
Mstep: Class 2 contains 20503 members 
Entering Unmasked Estep 
Score: -5721097.000000 Penalty: 3506.602539
	Iteration 78Q: 3 clusters Score -5721097 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28019 members 
Mstep: Class 2 contains 20492 members 
Entering Unmasked Estep 
Score: -5721097.500000 Penalty: 3506.602539
	Iteration 79Q: 3 clusters Score -5721098 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28033 members 
Mstep: Class 2 contains 20478 members 
Entering Unmasked Estep 
Score: -5721091.500000 Penalty: 3506.602539
	Iteration 80F: 3 clusters Score -5721092 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28049 members 
Mstep: Class 2 contains 20462 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -5721088 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28061 members 
Mstep: Class 2 contains 20450 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -5721082 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28072 members 
Mstep: Class 2 contains 20439 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -5721083 nChanged 16
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Mstep: Class 1 contains 28088 members 
Mstep: Class 2 contains 20423 members 
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	Iteration 84Q: 3 clusters Score -5721088 nChanged 16
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Mstep: Class 1 contains 28104 members 
Mstep: Class 2 contains 20407 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -5721082 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28127 members 
Mstep: Class 2 contains 20384 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -5721075 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28144 members 
Mstep: Class 2 contains 20367 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -5721071 nChanged 28
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28170 members 
Mstep: Class 2 contains 20341 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -5721086 nChanged 32
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Mstep: Class 1 contains 28192 members 
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Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -5721082 nChanged 40
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Mstep: Class 1 contains 28232 members 
Mstep: Class 2 contains 20279 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -5721086 nChanged 45
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28275 members 
Mstep: Class 2 contains 20236 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -5721088 nChanged 43
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28314 members 
Mstep: Class 2 contains 20197 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -5721078 nChanged 44
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Mstep: Class 1 contains 28358 members 
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Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -5721078 nChanged 39
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Mstep: Class 1 contains 28395 members 
Mstep: Class 2 contains 20116 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -5721072 nChanged 49
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Mstep: Class 1 contains 28440 members 
Mstep: Class 2 contains 20071 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -5721066 nChanged 47
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Mstep: Class 1 contains 28481 members 
Mstep: Class 2 contains 20030 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -5721076 nChanged 51
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Mstep: Class 1 contains 28528 members 
Mstep: Class 2 contains 19983 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -5721090 nChanged 59
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Mstep: Class 1 contains 28585 members 
Mstep: Class 2 contains 19926 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -5721092 nChanged 56
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28635 members 
Mstep: Class 2 contains 19876 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -5721078 nChanged 59
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Mstep: Class 1 contains 28688 members 
Mstep: Class 2 contains 19823 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -5721070 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28742 members 
Mstep: Class 2 contains 19769 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -5721080 nChanged 70
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28804 members 
Mstep: Class 2 contains 19707 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -5721078 nChanged 72
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28866 members 
Mstep: Class 2 contains 19645 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -5721074 nChanged 72
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28934 members 
Mstep: Class 2 contains 19577 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -5721084 nChanged 81
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Mstep: Class 1 contains 29011 members 
Mstep: Class 2 contains 19500 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -5721096 nChanged 86
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29093 members 
Mstep: Class 2 contains 19418 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -5721108 nChanged 100
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Mstep: Class 1 contains 29187 members 
Mstep: Class 2 contains 19324 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -5721122 nChanged 88
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Mstep: Class 1 contains 29271 members 
Mstep: Class 2 contains 19240 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -5721141 nChanged 93
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Mstep: Class 1 contains 29360 members 
Mstep: Class 2 contains 19151 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -5721122 nChanged 97
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Mstep: Class 1 contains 29451 members 
Mstep: Class 2 contains 19060 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -5721138 nChanged 104
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29553 members 
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Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -5721162 nChanged 129
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Mstep: Class 1 contains 29676 members 
Mstep: Class 2 contains 18835 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -5721173 nChanged 135
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Mstep: Class 1 contains 29805 members 
Mstep: Class 2 contains 18706 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -5721192 nChanged 133
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Mstep: Class 1 contains 29934 members 
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Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -5721206 nChanged 134
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Mstep: Class 1 contains 30050 members 
Mstep: Class 2 contains 18461 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -5721225 nChanged 161
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Mstep: Class 1 contains 30203 members 
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Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -5721212 nChanged 175
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Mstep: Class 1 contains 30372 members 
Mstep: Class 2 contains 18139 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -5721211 nChanged 181
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Mstep: Class 1 contains 30545 members 
Mstep: Class 2 contains 17966 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -5721248 nChanged 178
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30723 members 
Mstep: Class 2 contains 17788 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -5721254 nChanged 174
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Mstep: Class 1 contains 30887 members 
Mstep: Class 2 contains 17624 members 
Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -5721266 nChanged 186
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Mstep: Class 1 contains 31067 members 
Mstep: Class 2 contains 17444 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -5721306 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31268 members 
Mstep: Class 2 contains 17243 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -5721320 nChanged 193
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31459 members 
Mstep: Class 2 contains 17052 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -5721319 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31649 members 
Mstep: Class 2 contains 16862 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -5721312 nChanged 197
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31842 members 
Mstep: Class 2 contains 16669 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -5721367 nChanged 218
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Mstep: Class 1 contains 32054 members 
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Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -5721410 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32273 members 
Mstep: Class 2 contains 16238 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -5721431 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32515 members 
Mstep: Class 2 contains 15996 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -5721500 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32765 members 
Mstep: Class 2 contains 15746 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -5721534 nChanged 249
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Mstep: Class 1 contains 33010 members 
Mstep: Class 2 contains 15501 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -5721602 nChanged 244
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Mstep: Class 1 contains 33250 members 
Mstep: Class 2 contains 15261 members 
Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -5721628 nChanged 220
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33466 members 
Mstep: Class 2 contains 15045 members 
Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -5721658 nChanged 239
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33693 members 
Mstep: Class 2 contains 14818 members 
Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -5721710 nChanged 249
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33938 members 
Mstep: Class 2 contains 14573 members 
Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -5721734 nChanged 266
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Mstep: Class 1 contains 34202 members 
Mstep: Class 2 contains 14309 members 
Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -5721756 nChanged 249
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34449 members 
Mstep: Class 2 contains 14062 members 
Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -5721803 nChanged 272
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34721 members 
Mstep: Class 2 contains 13790 members 
Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -5721832 nChanged 268
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34987 members 
Mstep: Class 2 contains 13524 members 
Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -5721852 nChanged 282
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Mstep: Class 1 contains 35269 members 
Mstep: Class 2 contains 13242 members 
Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -5721904 nChanged 279
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Mstep: Class 1 contains 35548 members 
Mstep: Class 2 contains 12963 members 
Entering Unmasked Estep 
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	Iteration 140F: 3 clusters Score -5721948 nChanged 295
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35843 members 
Mstep: Class 2 contains 12668 members 
Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -5722004 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36152 members 
Mstep: Class 2 contains 12359 members 
Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -5722040 nChanged 310
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36462 members 
Mstep: Class 2 contains 12049 members 
Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -5722110 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36771 members 
Mstep: Class 2 contains 11740 members 
Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -5722167 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37084 members 
Mstep: Class 2 contains 11427 members 
Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -5722232 nChanged 325
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Mstep: Class 1 contains 37409 members 
Mstep: Class 2 contains 11102 members 
Entering Unmasked Estep 
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	Iteration 146Q: 3 clusters Score -5722289 nChanged 348
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37755 members 
Mstep: Class 2 contains 10756 members 
Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -5722354 nChanged 319
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38074 members 
Mstep: Class 2 contains 10437 members 
Entering Unmasked Estep 
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	Iteration 148Q: 3 clusters Score -5722418 nChanged 336
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Mstep: Class 1 contains 38408 members 
Mstep: Class 2 contains 10103 members 
Entering Unmasked Estep 
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	Iteration 149Q: 3 clusters Score -5722466 nChanged 326
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38734 members 
Mstep: Class 2 contains 9777 members 
Entering Unmasked Estep 
Score: -5722539.500000 Penalty: 3506.602539
	Iteration 150Q: 3 clusters Score -5722540 nChanged 326
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39060 members 
Mstep: Class 2 contains 9451 members 
Entering Unmasked Estep 
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	Iteration 151Q: 3 clusters Score -5722609 nChanged 321
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39381 members 
Mstep: Class 2 contains 9130 members 
Entering Unmasked Estep 
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	Iteration 152Q: 3 clusters Score -5722648 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39725 members 
Mstep: Class 2 contains 8786 members 
Entering Unmasked Estep 
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	Iteration 153Q: 3 clusters Score -5722731 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40092 members 
Mstep: Class 2 contains 8419 members 
Entering Unmasked Estep 
Score: -5722810.000000 Penalty: 3506.602539
	Iteration 154Q: 3 clusters Score -5722810 nChanged 385
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40477 members 
Mstep: Class 2 contains 8034 members 
Entering Unmasked Estep 
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	Iteration 155Q: 3 clusters Score -5722896 nChanged 361
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40834 members 
Mstep: Class 2 contains 7677 members 
Entering Unmasked Estep 
Score: -5722993.500000 Penalty: 3506.602539
	Iteration 156Q: 3 clusters Score -5722994 nChanged 339
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41173 members 
Mstep: Class 2 contains 7338 members 
Entering Unmasked Estep 
Score: -5723073.500000 Penalty: 3506.602539
	Iteration 157Q: 3 clusters Score -5723074 nChanged 344
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Mstep: Class 1 contains 41517 members 
Mstep: Class 2 contains 6994 members 
Entering Unmasked Estep 
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	Iteration 158Q: 3 clusters Score -5723180 nChanged 368
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Mstep: Class 1 contains 41881 members 
Mstep: Class 2 contains 6630 members 
Entering Unmasked Estep 
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	Iteration 159Q: 3 clusters Score -5723276 nChanged 355
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Mstep: Class 1 contains 42236 members 
Mstep: Class 2 contains 6275 members 
Entering Unmasked Estep 
Score: -5723381.500000 Penalty: 3506.602539
	Iteration 160F: 3 clusters Score -5723382 nChanged 353
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Mstep: Class 1 contains 42587 members 
Mstep: Class 2 contains 5924 members 
Entering Unmasked Estep 
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	Iteration 161Q: 3 clusters Score -5723494 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42965 members 
Mstep: Class 2 contains 5546 members 
Entering Unmasked Estep 
Score: -5723625.500000 Penalty: 3506.602539
	Iteration 162Q: 3 clusters Score -5723626 nChanged 357
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43322 members 
Mstep: Class 2 contains 5189 members 
Entering Unmasked Estep 
Score: -5723733.000000 Penalty: 3506.602539
	Iteration 163Q: 3 clusters Score -5723733 nChanged 338
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43654 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
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	Iteration 164Q: 3 clusters Score -5723834 nChanged 310
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Mstep: Class 1 contains 43964 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -5723935.000000 Penalty: 3506.602539
	Iteration 165Q: 3 clusters Score -5723935 nChanged 308
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Mstep: Class 1 contains 44270 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -5724001.500000 Penalty: 3506.602539
	Iteration 166Q: 3 clusters Score -5724002 nChanged 278
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Mstep: Class 1 contains 44544 members 
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Entering Unmasked Estep 
Score: -5724094.500000 Penalty: 3506.602539
	Iteration 167Q: 3 clusters Score -5724094 nChanged 278
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Mstep: Class 1 contains 44812 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
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	Iteration 168Q: 3 clusters Score -5724198 nChanged 257
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Mstep: Class 1 contains 45055 members 
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Entering Unmasked Estep 
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	Iteration 169Q: 3 clusters Score -5724300 nChanged 231
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Mstep: Class 1 contains 45276 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
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	Iteration 170Q: 3 clusters Score -5724368 nChanged 207
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Mstep: Class 1 contains 45467 members 
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Entering Unmasked Estep 
Score: -5724424.500000 Penalty: 3506.602539
	Iteration 171Q: 3 clusters Score -5724424 nChanged 173
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Mstep: Class 1 contains 45630 members 
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Entering Unmasked Estep 
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	Iteration 172Q: 3 clusters Score -5724500 nChanged 163
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Mstep: Class 1 contains 45777 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -5724568.000000 Penalty: 3506.602539
	Iteration 173Q: 3 clusters Score -5724568 nChanged 145
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Mstep: Class 1 contains 45908 members 
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Entering Unmasked Estep 
Score: -5724607.000000 Penalty: 3506.602539
	Iteration 174Q: 3 clusters Score -5724607 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46031 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -5724706.500000 Penalty: 3506.602539
	Iteration 175Q: 3 clusters Score -5724706 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46140 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -5724833.500000 Penalty: 3506.602539
	Iteration 176Q: 3 clusters Score -5724834 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46256 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -5724959.500000 Penalty: 3506.602539
	Iteration 177Q: 3 clusters Score -5724960 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46338 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -5725033.000000 Penalty: 3506.602539
	Iteration 178Q: 3 clusters Score -5725033 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46382 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -5725054.000000 Penalty: 3506.602539
	Iteration 179Q: 3 clusters Score -5725054 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46410 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -5725057.000000 Penalty: 3506.602539
	Iteration 180F: 3 clusters Score -5725057 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46434 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -5725077.500000 Penalty: 3506.602539
	Iteration 181Q: 3 clusters Score -5725078 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46458 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -5725082.000000 Penalty: 3506.602539
	Iteration 182Q: 3 clusters Score -5725082 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46476 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -5725079.000000 Penalty: 3506.602539
	Iteration 183Q: 3 clusters Score -5725079 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46485 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -5725087.000000 Penalty: 3506.602539
	Iteration 184Q: 3 clusters Score -5725087 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46490 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -5725083.000000 Penalty: 3506.602539
	Iteration 185Q: 3 clusters Score -5725083 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46495 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -5725081.000000 Penalty: 3506.602539
	Iteration 186Q: 3 clusters Score -5725081 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46495 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -5725091.500000 Penalty: 3506.602539
	Iteration 187Q: 3 clusters Score -5725092 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46498 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -5725088.500000 Penalty: 3506.602539
	Iteration 188Q: 3 clusters Score -5725088 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46500 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -5725093.000000 Penalty: 3506.602539
	Iteration 189Q: 3 clusters Score -5725093 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46503 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -5725092.500000 Penalty: 3506.602539
	Iteration 190Q: 3 clusters Score -5725092 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46506 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -5725092.500000 Penalty: 3506.602539
	Iteration 191Q: 3 clusters Score -5725092 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46513 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -5725098.500000 Penalty: 3506.602539
	Iteration 192Q: 3 clusters Score -5725098 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46520 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -5725099.500000 Penalty: 3506.602539
	Iteration 193Q: 3 clusters Score -5725100 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46525 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -5725096.500000 Penalty: 3506.602539
	Iteration 194Q: 3 clusters Score -5725096 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46528 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -5725101.000000 Penalty: 3506.602539
	Iteration 195Q: 3 clusters Score -5725101 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46529 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -5725105.000000 Penalty: 3506.602539
	Iteration 196Q: 3 clusters Score -5725105 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46530 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -5725098.500000 Penalty: 3506.602539
	Iteration 197Q: 3 clusters Score -5725098 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46531 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -5725097.000000 Penalty: 3506.602539
	Iteration 198Q: 3 clusters Score -5725097 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46532 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -5725100.000000 Penalty: 3506.602539
	Iteration 199Q: 3 clusters Score -5725100 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46537 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -5725098.500000 Penalty: 3506.602539
	Iteration 200F: 3 clusters Score -5725098 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46541 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -5725102.500000 Penalty: 3506.602539
	Iteration 201Q: 3 clusters Score -5725102 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46541 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -5725100.500000 Penalty: 3506.602539
	Iteration 202Q: 3 clusters Score -5725100 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46543 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -5725102.000000 Penalty: 3506.602539
	Iteration 203Q: 3 clusters Score -5725102 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46545 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -5725103.000000 Penalty: 3506.602539
	Iteration 204Q: 3 clusters Score -5725103 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46546 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -5725102.500000 Penalty: 3506.602539
	Iteration 205Q: 3 clusters Score -5725102 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46547 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -5725101.500000 Penalty: 3506.602539
	Iteration 206Q: 3 clusters Score -5725102 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46546 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -5725102.500000 Penalty: 3506.602539
	Iteration 207Q: 3 clusters Score -5725102 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46546 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -5725102.500000 Penalty: 3506.602539
	Iteration 208F: 3 clusters Score -5725102 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 9263 members 
Mstep: Class 2 contains 23606 members 
Mstep: Class 3 contains 6992 members 
Mstep: Class 4 contains 72072 members 
Mstep: Class 5 contains 97985 members 
Mstep: Class 6 contains 471 members 
Mstep: Class 7 contains 20695 members 
Mstep: Class 8 contains 148040 members 
Mstep: Class 9 contains 9406 members 
Mstep: Class 10 contains 2263 members 
Mstep: Class 11 contains 2987 members 
Mstep: Class 12 contains 19528 members 
Mstep: Class 13 contains 2123 members 
Mstep: Class 14 contains 3154 members 
Mstep: Class 15 contains 5392 members 
Mstep: Class 16 contains 39710 members 
Mstep: Class 17 contains 57598 members 
Mstep: Class 18 contains 4602 members 
Mstep: Class 19 contains 14435 members 
Mstep: Class 20 contains 46546 members 
Mstep: Class 21 contains 20545 members 
Mstep: Class 22 contains 13951 members 
Mstep: Class 23 contains 2039 members 
Mstep: Class 24 contains 22357 members 
Mstep: Class 25 contains 6883 members 
Mstep: Class 26 contains 1659 members 
Mstep: Class 27 contains 8118 members 
Mstep: Class 28 contains 14476 members 
Mstep: Class 29 contains 12976 members 
Mstep: Class 30 contains 15950 members 
Mstep: Class 31 contains 49862 members 
Mstep: Class 32 contains 44428 members 
Mstep: Class 33 contains 18469 members 
Mstep: Class 34 contains 1965 members 
Entering Unmasked Estep 
Score: -100214264.000000 Penalty: 75238.500000
Splitting cluster 20 changes total score from -100169664.000000 to -100214264.000000
So it's getting split into cluster 34.
Entering ConstructFrom: 
Trying to split cluster 21 (20545 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20545 members 
Entering Unmasked Estep 
Score: -2590580.500000 Penalty: 1613.685669
	Iteration 0F: 2 clusters Score -2590580 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10362 members 
Mstep: Class 2 contains 10183 members 
Entering Unmasked Estep 
Score: -2576647.750000 Penalty: 3227.371338
	Iteration 0F: 3 clusters Score -2576648 nChanged 9241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10679 members 
Mstep: Class 2 contains 9866 members 
Entering Unmasked Estep 
Score: -2581886.750000 Penalty: 3227.371338
	Iteration 1F: 3 clusters Score -2581887 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10828 members 
Mstep: Class 2 contains 9717 members 
Entering Unmasked Estep 
Score: -2582428.750000 Penalty: 3227.371338
	Iteration 2F: 3 clusters Score -2582429 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10990 members 
Mstep: Class 2 contains 9555 members 
Entering Unmasked Estep 
Score: -2583035.000000 Penalty: 3227.371338
	Iteration 3F: 3 clusters Score -2583035 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11171 members 
Mstep: Class 2 contains 9374 members 
Entering Unmasked Estep 
Score: -2583606.500000 Penalty: 3227.371338
	Iteration 4F: 3 clusters Score -2583606 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11326 members 
Mstep: Class 2 contains 9219 members 
Entering Unmasked Estep 
Score: -2584237.000000 Penalty: 3227.371338
	Iteration 5F: 3 clusters Score -2584237 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11412 members 
Mstep: Class 2 contains 9133 members 
Entering Unmasked Estep 
Score: -2584991.250000 Penalty: 3227.371338
	Iteration 6F: 3 clusters Score -2584991 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11400 members 
Mstep: Class 2 contains 9145 members 
Entering Unmasked Estep 
Score: -2585791.000000 Penalty: 3227.371338
	Iteration 7F: 3 clusters Score -2585791 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11337 members 
Mstep: Class 2 contains 9208 members 
Entering Unmasked Estep 
Score: -2586661.500000 Penalty: 3227.371338
	Iteration 8F: 3 clusters Score -2586662 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11107 members 
Mstep: Class 2 contains 9438 members 
Entering Unmasked Estep 
Score: -2587617.000000 Penalty: 3227.371338
	Iteration 9F: 3 clusters Score -2587617 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10839 members 
Mstep: Class 2 contains 9706 members 
Entering Unmasked Estep 
Score: -2588639.500000 Penalty: 3227.371338
	Iteration 10F: 3 clusters Score -2588640 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10474 members 
Mstep: Class 2 contains 10071 members 
Entering Unmasked Estep 
Score: -2589623.250000 Penalty: 3227.371338
	Iteration 11F: 3 clusters Score -2589623 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10046 members 
Mstep: Class 2 contains 10499 members 
Entering Unmasked Estep 
Score: -2590438.250000 Penalty: 3227.371338
	Iteration 12Q: 3 clusters Score -2590438 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9555 members 
Mstep: Class 2 contains 10990 members 
Entering Unmasked Estep 
Score: -2591253.000000 Penalty: 3227.371338
	Iteration 13Q: 3 clusters Score -2591253 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9070 members 
Mstep: Class 2 contains 11475 members 
Entering Unmasked Estep 
Score: -2591987.500000 Penalty: 3227.371338
	Iteration 14Q: 3 clusters Score -2591988 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8640 members 
Mstep: Class 2 contains 11905 members 
Entering Unmasked Estep 
Score: -2592470.500000 Penalty: 3227.371338
	Iteration 15Q: 3 clusters Score -2592470 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8304 members 
Mstep: Class 2 contains 12241 members 
Entering Unmasked Estep 
Score: -2592705.000000 Penalty: 3227.371338
	Iteration 16Q: 3 clusters Score -2592705 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8041 members 
Mstep: Class 2 contains 12504 members 
Entering Unmasked Estep 
Score: -2592834.000000 Penalty: 3227.371338
	Iteration 17Q: 3 clusters Score -2592834 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7836 members 
Mstep: Class 2 contains 12709 members 
Entering Unmasked Estep 
Score: -2592903.250000 Penalty: 3227.371338
	Iteration 18Q: 3 clusters Score -2592903 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7684 members 
Mstep: Class 2 contains 12861 members 
Entering Unmasked Estep 
Score: -2592955.250000 Penalty: 3227.371338
	Iteration 19Q: 3 clusters Score -2592955 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7565 members 
Mstep: Class 2 contains 12980 members 
Entering Unmasked Estep 
Score: -2592989.500000 Penalty: 3227.371338
	Iteration 20F: 3 clusters Score -2592990 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7482 members 
Mstep: Class 2 contains 13063 members 
Entering Unmasked Estep 
Score: -2593017.000000 Penalty: 3227.371338
	Iteration 21Q: 3 clusters Score -2593017 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7417 members 
Mstep: Class 2 contains 13128 members 
Entering Unmasked Estep 
Score: -2593030.250000 Penalty: 3227.371338
	Iteration 22Q: 3 clusters Score -2593030 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7354 members 
Mstep: Class 2 contains 13191 members 
Entering Unmasked Estep 
Score: -2593034.250000 Penalty: 3227.371338
	Iteration 23Q: 3 clusters Score -2593034 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7307 members 
Mstep: Class 2 contains 13238 members 
Entering Unmasked Estep 
Score: -2593040.500000 Penalty: 3227.371338
	Iteration 24Q: 3 clusters Score -2593040 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7277 members 
Mstep: Class 2 contains 13268 members 
Entering Unmasked Estep 
Score: -2593043.000000 Penalty: 3227.371338
	Iteration 25Q: 3 clusters Score -2593043 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7248 members 
Mstep: Class 2 contains 13297 members 
Entering Unmasked Estep 
Score: -2593044.750000 Penalty: 3227.371338
	Iteration 26Q: 3 clusters Score -2593045 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7231 members 
Mstep: Class 2 contains 13314 members 
Entering Unmasked Estep 
Score: -2593045.750000 Penalty: 3227.371338
	Iteration 27Q: 3 clusters Score -2593046 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7221 members 
Mstep: Class 2 contains 13324 members 
Entering Unmasked Estep 
Score: -2593046.250000 Penalty: 3227.371338
	Iteration 28Q: 3 clusters Score -2593046 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7210 members 
Mstep: Class 2 contains 13335 members 
Entering Unmasked Estep 
Score: -2593043.750000 Penalty: 3227.371338
	Iteration 29Q: 3 clusters Score -2593044 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7203 members 
Mstep: Class 2 contains 13342 members 
Entering Unmasked Estep 
Score: -2593043.750000 Penalty: 3227.371338
	Iteration 30Q: 3 clusters Score -2593044 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7196 members 
Mstep: Class 2 contains 13349 members 
Entering Unmasked Estep 
Score: -2593044.500000 Penalty: 3227.371338
	Iteration 31Q: 3 clusters Score -2593044 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7194 members 
Mstep: Class 2 contains 13351 members 
Entering Unmasked Estep 
Score: -2593045.250000 Penalty: 3227.371338
	Iteration 32Q: 3 clusters Score -2593045 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7194 members 
Mstep: Class 2 contains 13351 members 
Entering Unmasked Estep 
Score: -2593045.250000 Penalty: 3227.371338
	Iteration 33F: 3 clusters Score -2593045 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 9263 members 
Mstep: Class 2 contains 23606 members 
Mstep: Class 3 contains 6992 members 
Mstep: Class 4 contains 72072 members 
Mstep: Class 5 contains 97985 members 
Mstep: Class 6 contains 471 members 
Mstep: Class 7 contains 20695 members 
Mstep: Class 8 contains 148040 members 
Mstep: Class 9 contains 9406 members 
Mstep: Class 10 contains 2263 members 
Mstep: Class 11 contains 2987 members 
Mstep: Class 12 contains 19528 members 
Mstep: Class 13 contains 2123 members 
Mstep: Class 14 contains 3154 members 
Mstep: Class 15 contains 5392 members 
Mstep: Class 16 contains 39710 members 
Mstep: Class 17 contains 57598 members 
Mstep: Class 18 contains 4602 members 
Mstep: Class 19 contains 14435 members 
Mstep: Class 20 contains 46546 members 
Mstep: Class 21 contains 7194 members 
Mstep: Class 22 contains 13951 members 
Mstep: Class 23 contains 2039 members 
Mstep: Class 24 contains 22357 members 
Mstep: Class 25 contains 6883 members 
Mstep: Class 26 contains 1659 members 
Mstep: Class 27 contains 8118 members 
Mstep: Class 28 contains 14476 members 
Mstep: Class 29 contains 12976 members 
Mstep: Class 30 contains 15950 members 
Mstep: Class 31 contains 49862 members 
Mstep: Class 32 contains 44428 members 
Mstep: Class 33 contains 18469 members 
Mstep: Class 34 contains 1965 members 
Mstep: Class 35 contains 13351 members 
Entering Unmasked Estep 
Score: -100216240.000000 Penalty: 77451.398438
Splitting cluster 21 changes total score from -100169664.000000 to -100216240.000000
So it's getting split into cluster 35.
Entering ConstructFrom: 
Trying to split cluster 22 (13951 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13951 members 
Entering Unmasked Estep 
Score: -1764397.625000 Penalty: 1550.787231
	Iteration 0F: 2 clusters Score -1764398 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6954 members 
Mstep: Class 2 contains 6997 members 
Entering Unmasked Estep 
Score: -1754857.125000 Penalty: 3101.574463
	Iteration 0F: 3 clusters Score -1754857 nChanged 6107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7075 members 
Mstep: Class 2 contains 6876 members 
Entering Unmasked Estep 
Score: -1758362.375000 Penalty: 3101.574463
	Iteration 1F: 3 clusters Score -1758362 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7404 members 
Mstep: Class 2 contains 6547 members 
Entering Unmasked Estep 
Score: -1759267.500000 Penalty: 3101.574463
	Iteration 2F: 3 clusters Score -1759268 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7949 members 
Mstep: Class 2 contains 6002 members 
Entering Unmasked Estep 
Score: -1760743.875000 Penalty: 3101.574463
	Iteration 3F: 3 clusters Score -1760744 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8590 members 
Mstep: Class 2 contains 5361 members 
Entering Unmasked Estep 
Score: -1762398.875000 Penalty: 3101.574463
	Iteration 4F: 3 clusters Score -1762399 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9167 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -1763394.750000 Penalty: 3101.574463
	Iteration 5F: 3 clusters Score -1763395 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9583 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -1763803.500000 Penalty: 3101.574463
	Iteration 6F: 3 clusters Score -1763804 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9907 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -1763986.000000 Penalty: 3101.574463
	Iteration 7Q: 3 clusters Score -1763986 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10174 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -1764088.250000 Penalty: 3101.574463
	Iteration 8Q: 3 clusters Score -1764088 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10392 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -1764161.500000 Penalty: 3101.574463
	Iteration 9Q: 3 clusters Score -1764162 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10572 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -1764211.125000 Penalty: 3101.574463
	Iteration 10Q: 3 clusters Score -1764211 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10743 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -1764259.500000 Penalty: 3101.574463
	Iteration 11Q: 3 clusters Score -1764260 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10885 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -1764294.500000 Penalty: 3101.574463
	Iteration 12Q: 3 clusters Score -1764294 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10998 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -1764323.750000 Penalty: 3101.574463
	Iteration 13Q: 3 clusters Score -1764324 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11099 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -1764339.500000 Penalty: 3101.574463
	Iteration 14Q: 3 clusters Score -1764340 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11183 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -1764358.375000 Penalty: 3101.574463
	Iteration 15Q: 3 clusters Score -1764358 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11275 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -1764374.625000 Penalty: 3101.574463
	Iteration 16Q: 3 clusters Score -1764375 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11357 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -1764391.750000 Penalty: 3101.574463
	Iteration 17Q: 3 clusters Score -1764392 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11429 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -1764414.500000 Penalty: 3101.574463
	Iteration 18Q: 3 clusters Score -1764414 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11493 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -1764422.500000 Penalty: 3101.574463
	Iteration 19Q: 3 clusters Score -1764422 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11543 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -1764427.250000 Penalty: 3101.574463
	Iteration 20F: 3 clusters Score -1764427 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11588 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -1764434.125000 Penalty: 3101.574463
	Iteration 21Q: 3 clusters Score -1764434 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11610 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -1764435.625000 Penalty: 3101.574463
	Iteration 22Q: 3 clusters Score -1764436 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11631 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -1764440.000000 Penalty: 3101.574463
	Iteration 23Q: 3 clusters Score -1764440 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11660 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -1764441.750000 Penalty: 3101.574463
	Iteration 24Q: 3 clusters Score -1764442 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11687 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -1764448.875000 Penalty: 3101.574463
	Iteration 25Q: 3 clusters Score -1764449 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11715 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -1764449.875000 Penalty: 3101.574463
	Iteration 26Q: 3 clusters Score -1764450 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11734 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -1764453.875000 Penalty: 3101.574463
	Iteration 27Q: 3 clusters Score -1764454 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11747 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -1764461.250000 Penalty: 3101.574463
	Iteration 28Q: 3 clusters Score -1764461 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11759 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -1764457.875000 Penalty: 3101.574463
	Iteration 29Q: 3 clusters Score -1764458 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11767 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -1764456.875000 Penalty: 3101.574463
	Iteration 30Q: 3 clusters Score -1764457 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11774 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -1764460.500000 Penalty: 3101.574463
	Iteration 31Q: 3 clusters Score -1764460 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11781 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -1764459.875000 Penalty: 3101.574463
	Iteration 32Q: 3 clusters Score -1764460 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11789 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -1764459.375000 Penalty: 3101.574463
	Iteration 33Q: 3 clusters Score -1764459 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11795 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -1764457.500000 Penalty: 3101.574463
	Iteration 34Q: 3 clusters Score -1764458 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11799 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -1764457.625000 Penalty: 3101.574463
	Iteration 35Q: 3 clusters Score -1764458 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11801 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -1764457.750000 Penalty: 3101.574463
	Iteration 36Q: 3 clusters Score -1764458 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11804 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -1764464.375000 Penalty: 3101.574463
	Iteration 37Q: 3 clusters Score -1764464 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11808 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -1764463.250000 Penalty: 3101.574463
	Iteration 38Q: 3 clusters Score -1764463 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11814 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -1764463.875000 Penalty: 3101.574463
	Iteration 39Q: 3 clusters Score -1764464 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11816 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -1764465.000000 Penalty: 3101.574463
	Iteration 40F: 3 clusters Score -1764465 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11817 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -1764465.125000 Penalty: 3101.574463
	Iteration 41Q: 3 clusters Score -1764465 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11818 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -1764464.000000 Penalty: 3101.574463
	Iteration 42Q: 3 clusters Score -1764464 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11819 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -1764466.250000 Penalty: 3101.574463
	Iteration 43Q: 3 clusters Score -1764466 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11819 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -1764466.250000 Penalty: 3101.574463
	Iteration 44F: 3 clusters Score -1764466 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 9263 members 
Mstep: Class 2 contains 23606 members 
Mstep: Class 3 contains 6992 members 
Mstep: Class 4 contains 72072 members 
Mstep: Class 5 contains 97985 members 
Mstep: Class 6 contains 471 members 
Mstep: Class 7 contains 20695 members 
Mstep: Class 8 contains 148040 members 
Mstep: Class 9 contains 9406 members 
Mstep: Class 10 contains 2263 members 
Mstep: Class 11 contains 2987 members 
Mstep: Class 12 contains 19528 members 
Mstep: Class 13 contains 2123 members 
Mstep: Class 14 contains 3154 members 
Mstep: Class 15 contains 5392 members 
Mstep: Class 16 contains 39710 members 
Mstep: Class 17 contains 57598 members 
Mstep: Class 18 contains 4602 members 
Mstep: Class 19 contains 14435 members 
Mstep: Class 20 contains 46546 members 
Mstep: Class 21 contains 7194 members 
Mstep: Class 22 contains 11819 members 
Mstep: Class 23 contains 2039 members 
Mstep: Class 24 contains 22357 members 
Mstep: Class 25 contains 6883 members 
Mstep: Class 26 contains 1659 members 
Mstep: Class 27 contains 8118 members 
Mstep: Class 28 contains 14476 members 
Mstep: Class 29 contains 12976 members 
Mstep: Class 30 contains 15950 members 
Mstep: Class 31 contains 49862 members 
Mstep: Class 32 contains 44428 members 
Mstep: Class 33 contains 18469 members 
Mstep: Class 34 contains 1965 members 
Mstep: Class 35 contains 13351 members 
Mstep: Class 36 contains 2132 members 
Entering Unmasked Estep 
Score: -100215664.000000 Penalty: 79664.296875
Splitting cluster 22 changes total score from -100169664.000000 to -100215664.000000
So it's getting split into cluster 36.
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 9263 members 
Mstep: Class 2 contains 23606 members 
Mstep: Class 3 contains 6992 members 
Mstep: Class 4 contains 72072 members 
Mstep: Class 5 contains 97985 members 
Mstep: Class 6 contains 471 members 
Mstep: Class 7 contains 20695 members 
Mstep: Class 8 contains 148040 members 
Mstep: Class 9 contains 9406 members 
Mstep: Class 10 contains 2263 members 
Mstep: Class 11 contains 2987 members 
Mstep: Class 12 contains 19528 members 
Mstep: Class 13 contains 2123 members 
Mstep: Class 14 contains 3154 members 
Mstep: Class 15 contains 5392 members 
Mstep: Class 16 contains 39710 members 
Mstep: Class 17 contains 57598 members 
Mstep: Class 18 contains 4602 members 
Mstep: Class 19 contains 14435 members 
Mstep: Class 20 contains 46546 members 
Mstep: Class 21 contains 7194 members 
Mstep: Class 22 contains 11819 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100233848.000000 Penalty: 79664.296875
Iteration 39Q: 37 clusters Score -1.002338e+08 nChanged 25785
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 9206 members 
Mstep: Class 2 contains 23900 members 
Mstep: Class 3 contains 6785 members 
Mstep: Class 4 contains 72951 members 
Mstep: Class 5 contains 98409 members 
Mstep: Class 6 contains 467 members 
Mstep: Class 7 contains 21006 members 
Mstep: Class 8 contains 148787 members 
Mstep: Class 9 contains 9647 members 
Mstep: Class 10 contains 2302 members 
Mstep: Class 11 contains 3193 members 
Mstep: Class 12 contains 19476 members 
Mstep: Class 13 contains 2160 members 
Mstep: Class 14 contains 3437 members 
Mstep: Class 15 contains 6082 members 
Mstep: Class 16 contains 39496 members 
Mstep: Class 17 contains 59712 members 
Mstep: Class 18 contains 4004 members 
Mstep: Class 19 contains 14669 members 
Mstep: Class 20 contains 47508 members 
Mstep: Class 21 contains 7341 members 
Mstep: Class 22 contains 11816 members 
Mstep: Class 23 contains 2067 members 
Mstep: Class 24 contains 21511 members 
Mstep: Class 25 contains 6976 members 
Mstep: Class 26 contains 1609 members 
Mstep: Class 27 contains 8315 members 
Mstep: Class 28 contains 14228 members 
Mstep: Class 29 contains 12377 members 
Mstep: Class 30 contains 15161 members 
Mstep: Class 31 contains 48764 members 
Mstep: Class 32 contains 41343 members 
Mstep: Class 33 contains 18654 members 
Mstep: Class 34 contains 2119 members 
Mstep: Class 35 contains 12716 members 
Mstep: Class 36 contains 2352 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100251008.000000 Penalty: 79664.296875
Iteration 40F: 37 clusters Score -1.00251e+08 nChanged 20033
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 8784 members 
Mstep: Class 2 contains 23394 members 
Mstep: Class 3 contains 6644 members 
Mstep: Class 4 contains 72434 members 
Mstep: Class 5 contains 97251 members 
Mstep: Class 6 contains 487 members 
Mstep: Class 7 contains 20707 members 
Mstep: Class 8 contains 148829 members 
Mstep: Class 9 contains 9807 members 
Mstep: Class 10 contains 2344 members 
Mstep: Class 11 contains 3291 members 
Mstep: Class 12 contains 19266 members 
Mstep: Class 13 contains 2201 members 
Mstep: Class 14 contains 3455 members 
Mstep: Class 15 contains 6541 members 
Mstep: Class 16 contains 39377 members 
Mstep: Class 17 contains 60304 members 
Mstep: Class 18 contains 3643 members 
Mstep: Class 19 contains 14428 members 
Mstep: Class 20 contains 46066 members 
Mstep: Class 21 contains 7455 members 
Mstep: Class 22 contains 11844 members 
Mstep: Class 23 contains 3005 members 
Mstep: Class 24 contains 21953 members 
Mstep: Class 25 contains 7162 members 
Mstep: Class 26 contains 1765 members 
Mstep: Class 27 contains 8983 members 
Mstep: Class 28 contains 14231 members 
Mstep: Class 29 contains 12857 members 
Mstep: Class 30 contains 14955 members 
Mstep: Class 31 contains 48732 members 
Mstep: Class 32 contains 41916 members 
Mstep: Class 33 contains 18775 members 
Mstep: Class 34 contains 2381 members 
Mstep: Class 35 contains 12799 members 
Mstep: Class 36 contains 2506 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100257736.000000 Penalty: 79664.296875
Iteration 41Q: 37 clusters Score -1.002577e+08 nChanged 11147
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 8387 members 
Mstep: Class 2 contains 23102 members 
Mstep: Class 3 contains 6571 members 
Mstep: Class 4 contains 71987 members 
Mstep: Class 5 contains 96778 members 
Mstep: Class 6 contains 486 members 
Mstep: Class 7 contains 20506 members 
Mstep: Class 8 contains 149135 members 
Mstep: Class 9 contains 9962 members 
Mstep: Class 10 contains 2412 members 
Mstep: Class 11 contains 3396 members 
Mstep: Class 12 contains 19163 members 
Mstep: Class 13 contains 2276 members 
Mstep: Class 14 contains 3495 members 
Mstep: Class 15 contains 6895 members 
Mstep: Class 16 contains 39362 members 
Mstep: Class 17 contains 60564 members 
Mstep: Class 18 contains 3440 members 
Mstep: Class 19 contains 14304 members 
Mstep: Class 20 contains 45110 members 
Mstep: Class 21 contains 7505 members 
Mstep: Class 22 contains 11915 members 
Mstep: Class 23 contains 3672 members 
Mstep: Class 24 contains 22334 members 
Mstep: Class 25 contains 7303 members 
Mstep: Class 26 contains 1881 members 
Mstep: Class 27 contains 9198 members 
Mstep: Class 28 contains 14217 members 
Mstep: Class 29 contains 13064 members 
Mstep: Class 30 contains 14754 members 
Mstep: Class 31 contains 48535 members 
Mstep: Class 32 contains 42065 members 
Mstep: Class 33 contains 18920 members 
Mstep: Class 34 contains 2495 members 
Mstep: Class 35 contains 12850 members 
Mstep: Class 36 contains 2533 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100261784.000000 Penalty: 79664.296875
Iteration 42Q: 37 clusters Score -1.002618e+08 nChanged 8040
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 8101 members 
Mstep: Class 2 contains 22815 members 
Mstep: Class 3 contains 6549 members 
Mstep: Class 4 contains 71541 members 
Mstep: Class 5 contains 96490 members 
Mstep: Class 6 contains 498 members 
Mstep: Class 7 contains 20332 members 
Mstep: Class 8 contains 149444 members 
Mstep: Class 9 contains 10047 members 
Mstep: Class 10 contains 2473 members 
Mstep: Class 11 contains 3503 members 
Mstep: Class 12 contains 19102 members 
Mstep: Class 13 contains 2330 members 
Mstep: Class 14 contains 3516 members 
Mstep: Class 15 contains 7134 members 
Mstep: Class 16 contains 39371 members 
Mstep: Class 17 contains 60663 members 
Mstep: Class 18 contains 3349 members 
Mstep: Class 19 contains 14264 members 
Mstep: Class 20 contains 44373 members 
Mstep: Class 21 contains 7526 members 
Mstep: Class 22 contains 11997 members 
Mstep: Class 23 contains 4165 members 
Mstep: Class 24 contains 22721 members 
Mstep: Class 25 contains 7458 members 
Mstep: Class 26 contains 1985 members 
Mstep: Class 27 contains 9280 members 
Mstep: Class 28 contains 14202 members 
Mstep: Class 29 contains 13140 members 
Mstep: Class 30 contains 14615 members 
Mstep: Class 31 contains 48373 members 
Mstep: Class 32 contains 42184 members 
Mstep: Class 33 contains 19043 members 
Mstep: Class 34 contains 2566 members 
Mstep: Class 35 contains 12891 members 
Mstep: Class 36 contains 2531 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100263664.000000 Penalty: 79664.296875
Iteration 43Q: 37 clusters Score -1.002637e+08 nChanged 6214
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 7873 members 
Mstep: Class 2 contains 22567 members 
Mstep: Class 3 contains 6529 members 
Mstep: Class 4 contains 71098 members 
Mstep: Class 5 contains 96341 members 
Mstep: Class 6 contains 515 members 
Mstep: Class 7 contains 20209 members 
Mstep: Class 8 contains 149716 members 
Mstep: Class 9 contains 10118 members 
Mstep: Class 10 contains 2530 members 
Mstep: Class 11 contains 3597 members 
Mstep: Class 12 contains 19066 members 
Mstep: Class 13 contains 2391 members 
Mstep: Class 14 contains 3544 members 
Mstep: Class 15 contains 7326 members 
Mstep: Class 16 contains 39385 members 
Mstep: Class 17 contains 60650 members 
Mstep: Class 18 contains 3295 members 
Mstep: Class 19 contains 14249 members 
Mstep: Class 20 contains 43854 members 
Mstep: Class 21 contains 7534 members 
Mstep: Class 22 contains 12077 members 
Mstep: Class 23 contains 4472 members 
Mstep: Class 24 contains 23109 members 
Mstep: Class 25 contains 7615 members 
Mstep: Class 26 contains 2066 members 
Mstep: Class 27 contains 9302 members 
Mstep: Class 28 contains 14195 members 
Mstep: Class 29 contains 13179 members 
Mstep: Class 30 contains 14511 members 
Mstep: Class 31 contains 48227 members 
Mstep: Class 32 contains 42238 members 
Mstep: Class 33 contains 19152 members 
Mstep: Class 34 contains 2605 members 
Mstep: Class 35 contains 12927 members 
Mstep: Class 36 contains 2510 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100264816.000000 Penalty: 79664.296875
Iteration 44Q: 37 clusters Score -1.002648e+08 nChanged 5011
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 7702 members 
Mstep: Class 2 contains 22374 members 
Mstep: Class 3 contains 6513 members 
Mstep: Class 4 contains 70613 members 
Mstep: Class 5 contains 96187 members 
Mstep: Class 6 contains 531 members 
Mstep: Class 7 contains 20069 members 
Mstep: Class 8 contains 149980 members 
Mstep: Class 9 contains 10154 members 
Mstep: Class 10 contains 2584 members 
Mstep: Class 11 contains 3692 members 
Mstep: Class 12 contains 19033 members 
Mstep: Class 13 contains 2458 members 
Mstep: Class 14 contains 3545 members 
Mstep: Class 15 contains 7465 members 
Mstep: Class 16 contains 39385 members 
Mstep: Class 17 contains 60649 members 
Mstep: Class 18 contains 3255 members 
Mstep: Class 19 contains 14246 members 
Mstep: Class 20 contains 43491 members 
Mstep: Class 21 contains 7522 members 
Mstep: Class 22 contains 12148 members 
Mstep: Class 23 contains 4730 members 
Mstep: Class 24 contains 23528 members 
Mstep: Class 25 contains 7739 members 
Mstep: Class 26 contains 2131 members 
Mstep: Class 27 contains 9311 members 
Mstep: Class 28 contains 14190 members 
Mstep: Class 29 contains 13180 members 
Mstep: Class 30 contains 14424 members 
Mstep: Class 31 contains 48092 members 
Mstep: Class 32 contains 42307 members 
Mstep: Class 33 contains 19244 members 
Mstep: Class 34 contains 2621 members 
Mstep: Class 35 contains 12982 members 
Mstep: Class 36 contains 2497 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100265536.000000 Penalty: 79664.296875
Iteration 45Q: 37 clusters Score -1.002655e+08 nChanged 4126
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 7562 members 
Mstep: Class 2 contains 22222 members 
Mstep: Class 3 contains 6497 members 
Mstep: Class 4 contains 70089 members 
Mstep: Class 5 contains 96078 members 
Mstep: Class 6 contains 536 members 
Mstep: Class 7 contains 19957 members 
Mstep: Class 8 contains 150193 members 
Mstep: Class 9 contains 10181 members 
Mstep: Class 10 contains 2621 members 
Mstep: Class 11 contains 3766 members 
Mstep: Class 12 contains 19016 members 
Mstep: Class 13 contains 2528 members 
Mstep: Class 14 contains 3568 members 
Mstep: Class 15 contains 7573 members 
Mstep: Class 16 contains 39392 members 
Mstep: Class 17 contains 60588 members 
Mstep: Class 18 contains 3217 members 
Mstep: Class 19 contains 14282 members 
Mstep: Class 20 contains 43216 members 
Mstep: Class 21 contains 7530 members 
Mstep: Class 22 contains 12205 members 
Mstep: Class 23 contains 4912 members 
Mstep: Class 24 contains 23978 members 
Mstep: Class 25 contains 7870 members 
Mstep: Class 26 contains 2179 members 
Mstep: Class 27 contains 9305 members 
Mstep: Class 28 contains 14183 members 
Mstep: Class 29 contains 13146 members 
Mstep: Class 30 contains 14352 members 
Mstep: Class 31 contains 47966 members 
Mstep: Class 32 contains 42371 members 
Mstep: Class 33 contains 19334 members 
Mstep: Class 34 contains 2629 members 
Mstep: Class 35 contains 13042 members 
Mstep: Class 36 contains 2488 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100265368.000000 Penalty: 79664.296875
Iteration 46Q: 37 clusters Score -1.002654e+08 nChanged 3650
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 7444 members 
Mstep: Class 2 contains 22070 members 
Mstep: Class 3 contains 6493 members 
Mstep: Class 4 contains 69585 members 
Mstep: Class 5 contains 95980 members 
Mstep: Class 6 contains 544 members 
Mstep: Class 7 contains 19858 members 
Mstep: Class 8 contains 150376 members 
Mstep: Class 9 contains 10179 members 
Mstep: Class 10 contains 2648 members 
Mstep: Class 11 contains 3834 members 
Mstep: Class 12 contains 19003 members 
Mstep: Class 13 contains 2585 members 
Mstep: Class 14 contains 3591 members 
Mstep: Class 15 contains 7657 members 
Mstep: Class 16 contains 39407 members 
Mstep: Class 17 contains 60501 members 
Mstep: Class 18 contains 3191 members 
Mstep: Class 19 contains 14298 members 
Mstep: Class 20 contains 43001 members 
Mstep: Class 21 contains 7548 members 
Mstep: Class 22 contains 12249 members 
Mstep: Class 23 contains 5034 members 
Mstep: Class 24 contains 24471 members 
Mstep: Class 25 contains 7981 members 
Mstep: Class 26 contains 2232 members 
Mstep: Class 27 contains 9310 members 
Mstep: Class 28 contains 14188 members 
Mstep: Class 29 contains 13111 members 
Mstep: Class 30 contains 14309 members 
Mstep: Class 31 contains 47849 members 
Mstep: Class 32 contains 42425 members 
Mstep: Class 33 contains 19422 members 
Mstep: Class 34 contains 2638 members 
Mstep: Class 35 contains 13081 members 
Mstep: Class 36 contains 2479 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100266200.000000 Penalty: 79664.296875
Iteration 47Q: 37 clusters Score -1.002662e+08 nChanged 3384
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 7347 members 
Mstep: Class 2 contains 21957 members 
Mstep: Class 3 contains 6480 members 
Mstep: Class 4 contains 69026 members 
Mstep: Class 5 contains 95901 members 
Mstep: Class 6 contains 546 members 
Mstep: Class 7 contains 19746 members 
Mstep: Class 8 contains 150525 members 
Mstep: Class 9 contains 10171 members 
Mstep: Class 10 contains 2661 members 
Mstep: Class 11 contains 3898 members 
Mstep: Class 12 contains 18993 members 
Mstep: Class 13 contains 2654 members 
Mstep: Class 14 contains 3613 members 
Mstep: Class 15 contains 7720 members 
Mstep: Class 16 contains 39420 members 
Mstep: Class 17 contains 60396 members 
Mstep: Class 18 contains 3167 members 
Mstep: Class 19 contains 14312 members 
Mstep: Class 20 contains 42817 members 
Mstep: Class 21 contains 7567 members 
Mstep: Class 22 contains 12289 members 
Mstep: Class 23 contains 5125 members 
Mstep: Class 24 contains 25007 members 
Mstep: Class 25 contains 8117 members 
Mstep: Class 26 contains 2284 members 
Mstep: Class 27 contains 9321 members 
Mstep: Class 28 contains 14193 members 
Mstep: Class 29 contains 13059 members 
Mstep: Class 30 contains 14280 members 
Mstep: Class 31 contains 47737 members 
Mstep: Class 32 contains 42497 members 
Mstep: Class 33 contains 19506 members 
Mstep: Class 34 contains 2648 members 
Mstep: Class 35 contains 13126 members 
Mstep: Class 36 contains 2466 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100266512.000000 Penalty: 79664.296875
Iteration 48Q: 37 clusters Score -1.002665e+08 nChanged 3111
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 7263 members 
Mstep: Class 2 contains 21840 members 
Mstep: Class 3 contains 6466 members 
Mstep: Class 4 contains 68452 members 
Mstep: Class 5 contains 95845 members 
Mstep: Class 6 contains 550 members 
Mstep: Class 7 contains 19632 members 
Mstep: Class 8 contains 150666 members 
Mstep: Class 9 contains 10178 members 
Mstep: Class 10 contains 2676 members 
Mstep: Class 11 contains 3935 members 
Mstep: Class 12 contains 18992 members 
Mstep: Class 13 contains 2704 members 
Mstep: Class 14 contains 3635 members 
Mstep: Class 15 contains 7774 members 
Mstep: Class 16 contains 39429 members 
Mstep: Class 17 contains 60264 members 
Mstep: Class 18 contains 3150 members 
Mstep: Class 19 contains 14330 members 
Mstep: Class 20 contains 42630 members 
Mstep: Class 21 contains 7588 members 
Mstep: Class 22 contains 12311 members 
Mstep: Class 23 contains 5206 members 
Mstep: Class 24 contains 25585 members 
Mstep: Class 25 contains 8243 members 
Mstep: Class 26 contains 2338 members 
Mstep: Class 27 contains 9324 members 
Mstep: Class 28 contains 14206 members 
Mstep: Class 29 contains 13033 members 
Mstep: Class 30 contains 14261 members 
Mstep: Class 31 contains 47638 members 
Mstep: Class 32 contains 42574 members 
Mstep: Class 33 contains 19572 members 
Mstep: Class 34 contains 2656 members 
Mstep: Class 35 contains 13162 members 
Mstep: Class 36 contains 2464 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100266816.000000 Penalty: 79664.296875
Iteration 49Q: 37 clusters Score -1.002668e+08 nChanged 2948
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 7208 members 
Mstep: Class 2 contains 21726 members 
Mstep: Class 3 contains 6448 members 
Mstep: Class 4 contains 67825 members 
Mstep: Class 5 contains 95823 members 
Mstep: Class 6 contains 552 members 
Mstep: Class 7 contains 19500 members 
Mstep: Class 8 contains 150843 members 
Mstep: Class 9 contains 10190 members 
Mstep: Class 10 contains 2691 members 
Mstep: Class 11 contains 3962 members 
Mstep: Class 12 contains 18989 members 
Mstep: Class 13 contains 2745 members 
Mstep: Class 14 contains 3656 members 
Mstep: Class 15 contains 7807 members 
Mstep: Class 16 contains 39431 members 
Mstep: Class 17 contains 60153 members 
Mstep: Class 18 contains 3131 members 
Mstep: Class 19 contains 14352 members 
Mstep: Class 20 contains 42478 members 
Mstep: Class 21 contains 7613 members 
Mstep: Class 22 contains 12330 members 
Mstep: Class 23 contains 5279 members 
Mstep: Class 24 contains 26226 members 
Mstep: Class 25 contains 8330 members 
Mstep: Class 26 contains 2380 members 
Mstep: Class 27 contains 9326 members 
Mstep: Class 28 contains 14207 members 
Mstep: Class 29 contains 13002 members 
Mstep: Class 30 contains 14239 members 
Mstep: Class 31 contains 47550 members 
Mstep: Class 32 contains 42627 members 
Mstep: Class 33 contains 19642 members 
Mstep: Class 34 contains 2662 members 
Mstep: Class 35 contains 13193 members 
Mstep: Class 36 contains 2456 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100267000.000000 Penalty: 79664.296875
Iteration 50Q: 37 clusters Score -1.00267e+08 nChanged 2663
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 7169 members 
Mstep: Class 2 contains 21639 members 
Mstep: Class 3 contains 6438 members 
Mstep: Class 4 contains 67236 members 
Mstep: Class 5 contains 95783 members 
Mstep: Class 6 contains 553 members 
Mstep: Class 7 contains 19391 members 
Mstep: Class 8 contains 151011 members 
Mstep: Class 9 contains 10163 members 
Mstep: Class 10 contains 2707 members 
Mstep: Class 11 contains 3982 members 
Mstep: Class 12 contains 18989 members 
Mstep: Class 13 contains 2789 members 
Mstep: Class 14 contains 3681 members 
Mstep: Class 15 contains 7831 members 
Mstep: Class 16 contains 39432 members 
Mstep: Class 17 contains 60057 members 
Mstep: Class 18 contains 3115 members 
Mstep: Class 19 contains 14385 members 
Mstep: Class 20 contains 42326 members 
Mstep: Class 21 contains 7624 members 
Mstep: Class 22 contains 12346 members 
Mstep: Class 23 contains 5327 members 
Mstep: Class 24 contains 26877 members 
Mstep: Class 25 contains 8396 members 
Mstep: Class 26 contains 2416 members 
Mstep: Class 27 contains 9325 members 
Mstep: Class 28 contains 14215 members 
Mstep: Class 29 contains 12961 members 
Mstep: Class 30 contains 14233 members 
Mstep: Class 31 contains 47481 members 
Mstep: Class 32 contains 42648 members 
Mstep: Class 33 contains 19694 members 
Mstep: Class 34 contains 2671 members 
Mstep: Class 35 contains 13230 members 
Mstep: Class 36 contains 2451 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100267688.000000 Penalty: 79664.296875
Iteration 51Q: 37 clusters Score -1.002677e+08 nChanged 2460
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 7143 members 
Mstep: Class 2 contains 21532 members 
Mstep: Class 3 contains 6426 members 
Mstep: Class 4 contains 66680 members 
Mstep: Class 5 contains 95769 members 
Mstep: Class 6 contains 554 members 
Mstep: Class 7 contains 19277 members 
Mstep: Class 8 contains 151135 members 
Mstep: Class 9 contains 10089 members 
Mstep: Class 10 contains 2719 members 
Mstep: Class 11 contains 4007 members 
Mstep: Class 12 contains 18990 members 
Mstep: Class 13 contains 2823 members 
Mstep: Class 14 contains 3715 members 
Mstep: Class 15 contains 7852 members 
Mstep: Class 16 contains 39444 members 
Mstep: Class 17 contains 59967 members 
Mstep: Class 18 contains 3104 members 
Mstep: Class 19 contains 14410 members 
Mstep: Class 20 contains 42210 members 
Mstep: Class 21 contains 7650 members 
Mstep: Class 22 contains 12354 members 
Mstep: Class 23 contains 5362 members 
Mstep: Class 24 contains 27502 members 
Mstep: Class 25 contains 8480 members 
Mstep: Class 26 contains 2457 members 
Mstep: Class 27 contains 9325 members 
Mstep: Class 28 contains 14218 members 
Mstep: Class 29 contains 12945 members 
Mstep: Class 30 contains 14231 members 
Mstep: Class 31 contains 47421 members 
Mstep: Class 32 contains 42652 members 
Mstep: Class 33 contains 19731 members 
Mstep: Class 34 contains 2677 members 
Mstep: Class 35 contains 13261 members 
Mstep: Class 36 contains 2460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100267696.000000 Penalty: 79664.296875
Iteration 52Q: 37 clusters Score -1.002677e+08 nChanged 2395
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 7113 members 
Mstep: Class 2 contains 21434 members 
Mstep: Class 3 contains 6417 members 
Mstep: Class 4 contains 66132 members 
Mstep: Class 5 contains 95767 members 
Mstep: Class 6 contains 556 members 
Mstep: Class 7 contains 19156 members 
Mstep: Class 8 contains 151277 members 
Mstep: Class 9 contains 9990 members 
Mstep: Class 10 contains 2729 members 
Mstep: Class 11 contains 4028 members 
Mstep: Class 12 contains 18987 members 
Mstep: Class 13 contains 2855 members 
Mstep: Class 14 contains 3757 members 
Mstep: Class 15 contains 7868 members 
Mstep: Class 16 contains 39448 members 
Mstep: Class 17 contains 59889 members 
Mstep: Class 18 contains 3093 members 
Mstep: Class 19 contains 14435 members 
Mstep: Class 20 contains 42143 members 
Mstep: Class 21 contains 7682 members 
Mstep: Class 22 contains 12361 members 
Mstep: Class 23 contains 5392 members 
Mstep: Class 24 contains 28138 members 
Mstep: Class 25 contains 8526 members 
Mstep: Class 26 contains 2504 members 
Mstep: Class 27 contains 9325 members 
Mstep: Class 28 contains 14222 members 
Mstep: Class 29 contains 12934 members 
Mstep: Class 30 contains 14223 members 
Mstep: Class 31 contains 47372 members 
Mstep: Class 32 contains 42641 members 
Mstep: Class 33 contains 19762 members 
Mstep: Class 34 contains 2676 members 
Mstep: Class 35 contains 13276 members 
Mstep: Class 36 contains 2464 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100267848.000000 Penalty: 79664.296875
Iteration 53Q: 37 clusters Score -1.002678e+08 nChanged 2337
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 7086 members 
Mstep: Class 2 contains 21343 members 
Mstep: Class 3 contains 6413 members 
Mstep: Class 4 contains 65576 members 
Mstep: Class 5 contains 95800 members 
Mstep: Class 6 contains 557 members 
Mstep: Class 7 contains 19060 members 
Mstep: Class 8 contains 151425 members 
Mstep: Class 9 contains 9892 members 
Mstep: Class 10 contains 2740 members 
Mstep: Class 11 contains 4058 members 
Mstep: Class 12 contains 18982 members 
Mstep: Class 13 contains 2891 members 
Mstep: Class 14 contains 3834 members 
Mstep: Class 15 contains 7894 members 
Mstep: Class 16 contains 39457 members 
Mstep: Class 17 contains 59826 members 
Mstep: Class 18 contains 3074 members 
Mstep: Class 19 contains 14457 members 
Mstep: Class 20 contains 42037 members 
Mstep: Class 21 contains 7709 members 
Mstep: Class 22 contains 12366 members 
Mstep: Class 23 contains 5418 members 
Mstep: Class 24 contains 28758 members 
Mstep: Class 25 contains 8540 members 
Mstep: Class 26 contains 2529 members 
Mstep: Class 27 contains 9318 members 
Mstep: Class 28 contains 14222 members 
Mstep: Class 29 contains 12916 members 
Mstep: Class 30 contains 14213 members 
Mstep: Class 31 contains 47321 members 
Mstep: Class 32 contains 42644 members 
Mstep: Class 33 contains 19787 members 
Mstep: Class 34 contains 2674 members 
Mstep: Class 35 contains 13288 members 
Mstep: Class 36 contains 2467 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100267760.000000 Penalty: 79664.296875
Iteration 54Q: 37 clusters Score -1.002678e+08 nChanged 2272
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 7059 members 
Mstep: Class 2 contains 21269 members 
Mstep: Class 3 contains 6409 members 
Mstep: Class 4 contains 65006 members 
Mstep: Class 5 contains 95806 members 
Mstep: Class 6 contains 559 members 
Mstep: Class 7 contains 18960 members 
Mstep: Class 8 contains 151583 members 
Mstep: Class 9 contains 9776 members 
Mstep: Class 10 contains 2755 members 
Mstep: Class 11 contains 4082 members 
Mstep: Class 12 contains 18979 members 
Mstep: Class 13 contains 2923 members 
Mstep: Class 14 contains 3926 members 
Mstep: Class 15 contains 7923 members 
Mstep: Class 16 contains 39459 members 
Mstep: Class 17 contains 59768 members 
Mstep: Class 18 contains 3056 members 
Mstep: Class 19 contains 14476 members 
Mstep: Class 20 contains 41970 members 
Mstep: Class 21 contains 7722 members 
Mstep: Class 22 contains 12373 members 
Mstep: Class 23 contains 5441 members 
Mstep: Class 24 contains 29368 members 
Mstep: Class 25 contains 8530 members 
Mstep: Class 26 contains 2558 members 
Mstep: Class 27 contains 9309 members 
Mstep: Class 28 contains 14222 members 
Mstep: Class 29 contains 12890 members 
Mstep: Class 30 contains 14206 members 
Mstep: Class 31 contains 47283 members 
Mstep: Class 32 contains 42663 members 
Mstep: Class 33 contains 19819 members 
Mstep: Class 34 contains 2667 members 
Mstep: Class 35 contains 13306 members 
Mstep: Class 36 contains 2471 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100268000.000000 Penalty: 79664.296875
Iteration 55Q: 37 clusters Score -1.00268e+08 nChanged 2208
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 7039 members 
Mstep: Class 2 contains 21206 members 
Mstep: Class 3 contains 6406 members 
Mstep: Class 4 contains 64451 members 
Mstep: Class 5 contains 95802 members 
Mstep: Class 6 contains 558 members 
Mstep: Class 7 contains 18873 members 
Mstep: Class 8 contains 151720 members 
Mstep: Class 9 contains 9691 members 
Mstep: Class 10 contains 2765 members 
Mstep: Class 11 contains 4099 members 
Mstep: Class 12 contains 18978 members 
Mstep: Class 13 contains 2946 members 
Mstep: Class 14 contains 4008 members 
Mstep: Class 15 contains 7941 members 
Mstep: Class 16 contains 39468 members 
Mstep: Class 17 contains 59699 members 
Mstep: Class 18 contains 3036 members 
Mstep: Class 19 contains 14502 members 
Mstep: Class 20 contains 41881 members 
Mstep: Class 21 contains 7730 members 
Mstep: Class 22 contains 12381 members 
Mstep: Class 23 contains 5461 members 
Mstep: Class 24 contains 29974 members 
Mstep: Class 25 contains 8546 members 
Mstep: Class 26 contains 2593 members 
Mstep: Class 27 contains 9306 members 
Mstep: Class 28 contains 14219 members 
Mstep: Class 29 contains 12876 members 
Mstep: Class 30 contains 14198 members 
Mstep: Class 31 contains 47257 members 
Mstep: Class 32 contains 42677 members 
Mstep: Class 33 contains 19843 members 
Mstep: Class 34 contains 2651 members 
Mstep: Class 35 contains 13319 members 
Mstep: Class 36 contains 2472 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100267992.000000 Penalty: 79664.296875
Iteration 56Q: 37 clusters Score -1.00268e+08 nChanged 2115
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 7015 members 
Mstep: Class 2 contains 21162 members 
Mstep: Class 3 contains 6400 members 
Mstep: Class 4 contains 63943 members 
Mstep: Class 5 contains 95795 members 
Mstep: Class 6 contains 559 members 
Mstep: Class 7 contains 18784 members 
Mstep: Class 8 contains 151848 members 
Mstep: Class 9 contains 9610 members 
Mstep: Class 10 contains 2770 members 
Mstep: Class 11 contains 4114 members 
Mstep: Class 12 contains 18978 members 
Mstep: Class 13 contains 2968 members 
Mstep: Class 14 contains 4085 members 
Mstep: Class 15 contains 7952 members 
Mstep: Class 16 contains 39476 members 
Mstep: Class 17 contains 59657 members 
Mstep: Class 18 contains 3022 members 
Mstep: Class 19 contains 14523 members 
Mstep: Class 20 contains 41797 members 
Mstep: Class 21 contains 7745 members 
Mstep: Class 22 contains 12386 members 
Mstep: Class 23 contains 5475 members 
Mstep: Class 24 contains 30515 members 
Mstep: Class 25 contains 8542 members 
Mstep: Class 26 contains 2621 members 
Mstep: Class 27 contains 9303 members 
Mstep: Class 28 contains 14217 members 
Mstep: Class 29 contains 12861 members 
Mstep: Class 30 contains 14198 members 
Mstep: Class 31 contains 47261 members 
Mstep: Class 32 contains 42674 members 
Mstep: Class 33 contains 19865 members 
Mstep: Class 34 contains 2638 members 
Mstep: Class 35 contains 13339 members 
Mstep: Class 36 contains 2474 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100268312.000000 Penalty: 79664.296875
Iteration 57Q: 37 clusters Score -1.002683e+08 nChanged 2066
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 7000 members 
Mstep: Class 2 contains 21116 members 
Mstep: Class 3 contains 6400 members 
Mstep: Class 4 contains 63425 members 
Mstep: Class 5 contains 95799 members 
Mstep: Class 6 contains 559 members 
Mstep: Class 7 contains 18682 members 
Mstep: Class 8 contains 151977 members 
Mstep: Class 9 contains 9523 members 
Mstep: Class 10 contains 2773 members 
Mstep: Class 11 contains 4128 members 
Mstep: Class 12 contains 18979 members 
Mstep: Class 13 contains 2998 members 
Mstep: Class 14 contains 4162 members 
Mstep: Class 15 contains 7963 members 
Mstep: Class 16 contains 39482 members 
Mstep: Class 17 contains 59627 members 
Mstep: Class 18 contains 3005 members 
Mstep: Class 19 contains 14551 members 
Mstep: Class 20 contains 41733 members 
Mstep: Class 21 contains 7755 members 
Mstep: Class 22 contains 12390 members 
Mstep: Class 23 contains 5496 members 
Mstep: Class 24 contains 31047 members 
Mstep: Class 25 contains 8521 members 
Mstep: Class 26 contains 2648 members 
Mstep: Class 27 contains 9300 members 
Mstep: Class 28 contains 14220 members 
Mstep: Class 29 contains 12839 members 
Mstep: Class 30 contains 14202 members 
Mstep: Class 31 contains 47270 members 
Mstep: Class 32 contains 42658 members 
Mstep: Class 33 contains 19887 members 
Mstep: Class 34 contains 2626 members 
Mstep: Class 35 contains 13356 members 
Mstep: Class 36 contains 2475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100268288.000000 Penalty: 79664.296875
Iteration 58Q: 37 clusters Score -1.002683e+08 nChanged 2037
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 6987 members 
Mstep: Class 2 contains 21064 members 
Mstep: Class 3 contains 6395 members 
Mstep: Class 4 contains 62955 members 
Mstep: Class 5 contains 95792 members 
Mstep: Class 6 contains 559 members 
Mstep: Class 7 contains 18572 members 
Mstep: Class 8 contains 152124 members 
Mstep: Class 9 contains 9423 members 
Mstep: Class 10 contains 2775 members 
Mstep: Class 11 contains 4146 members 
Mstep: Class 12 contains 18980 members 
Mstep: Class 13 contains 3026 members 
Mstep: Class 14 contains 4232 members 
Mstep: Class 15 contains 7980 members 
Mstep: Class 16 contains 39494 members 
Mstep: Class 17 contains 59601 members 
Mstep: Class 18 contains 2979 members 
Mstep: Class 19 contains 14584 members 
Mstep: Class 20 contains 41678 members 
Mstep: Class 21 contains 7759 members 
Mstep: Class 22 contains 12395 members 
Mstep: Class 23 contains 5516 members 
Mstep: Class 24 contains 31563 members 
Mstep: Class 25 contains 8492 members 
Mstep: Class 26 contains 2671 members 
Mstep: Class 27 contains 9302 members 
Mstep: Class 28 contains 14226 members 
Mstep: Class 29 contains 12838 members 
Mstep: Class 30 contains 14201 members 
Mstep: Class 31 contains 47275 members 
Mstep: Class 32 contains 42633 members 
Mstep: Class 33 contains 19899 members 
Mstep: Class 34 contains 2608 members 
Mstep: Class 35 contains 13374 members 
Mstep: Class 36 contains 2474 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100268504.000000 Penalty: 79664.296875
Iteration 59Q: 37 clusters Score -1.002685e+08 nChanged 1910
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 6975 members 
Mstep: Class 2 contains 20992 members 
Mstep: Class 3 contains 6395 members 
Mstep: Class 4 contains 62522 members 
Mstep: Class 5 contains 95781 members 
Mstep: Class 6 contains 559 members 
Mstep: Class 7 contains 18485 members 
Mstep: Class 8 contains 152251 members 
Mstep: Class 9 contains 9363 members 
Mstep: Class 10 contains 2778 members 
Mstep: Class 11 contains 4163 members 
Mstep: Class 12 contains 18984 members 
Mstep: Class 13 contains 3046 members 
Mstep: Class 14 contains 4290 members 
Mstep: Class 15 contains 7996 members 
Mstep: Class 16 contains 39499 members 
Mstep: Class 17 contains 59576 members 
Mstep: Class 18 contains 2955 members 
Mstep: Class 19 contains 14606 members 
Mstep: Class 20 contains 41605 members 
Mstep: Class 21 contains 7764 members 
Mstep: Class 22 contains 12400 members 
Mstep: Class 23 contains 5529 members 
Mstep: Class 24 contains 32030 members 
Mstep: Class 25 contains 8467 members 
Mstep: Class 26 contains 2700 members 
Mstep: Class 27 contains 9302 members 
Mstep: Class 28 contains 14232 members 
Mstep: Class 29 contains 12831 members 
Mstep: Class 30 contains 14199 members 
Mstep: Class 31 contains 47298 members 
Mstep: Class 32 contains 42617 members 
Mstep: Class 33 contains 19908 members 
Mstep: Class 34 contains 2590 members 
Mstep: Class 35 contains 13407 members 
Mstep: Class 36 contains 2477 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100268856.000000 Penalty: 79664.296875
Iteration 60F: 37 clusters Score -1.002689e+08 nChanged 1958
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 6957 members 
Mstep: Class 2 contains 20938 members 
Mstep: Class 3 contains 6397 members 
Mstep: Class 4 contains 62115 members 
Mstep: Class 5 contains 95767 members 
Mstep: Class 6 contains 561 members 
Mstep: Class 7 contains 18400 members 
Mstep: Class 8 contains 152369 members 
Mstep: Class 9 contains 9334 members 
Mstep: Class 10 contains 2779 members 
Mstep: Class 11 contains 4176 members 
Mstep: Class 12 contains 18988 members 
Mstep: Class 13 contains 3056 members 
Mstep: Class 14 contains 4349 members 
Mstep: Class 15 contains 8008 members 
Mstep: Class 16 contains 39500 members 
Mstep: Class 17 contains 59470 members 
Mstep: Class 18 contains 2922 members 
Mstep: Class 19 contains 14627 members 
Mstep: Class 20 contains 41498 members 
Mstep: Class 21 contains 7771 members 
Mstep: Class 22 contains 12409 members 
Mstep: Class 23 contains 5538 members 
Mstep: Class 24 contains 32483 members 
Mstep: Class 25 contains 8538 members 
Mstep: Class 26 contains 2742 members 
Mstep: Class 27 contains 9305 members 
Mstep: Class 28 contains 14227 members 
Mstep: Class 29 contains 12822 members 
Mstep: Class 30 contains 14198 members 
Mstep: Class 31 contains 47325 members 
Mstep: Class 32 contains 42591 members 
Mstep: Class 33 contains 19922 members 
Mstep: Class 34 contains 2579 members 
Mstep: Class 35 contains 13433 members 
Mstep: Class 36 contains 2479 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100269096.000000 Penalty: 79664.296875
Iteration 61Q: 37 clusters Score -1.002691e+08 nChanged 1876
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 6946 members 
Mstep: Class 2 contains 20884 members 
Mstep: Class 3 contains 6402 members 
Mstep: Class 4 contains 61728 members 
Mstep: Class 5 contains 95766 members 
Mstep: Class 6 contains 562 members 
Mstep: Class 7 contains 18335 members 
Mstep: Class 8 contains 152465 members 
Mstep: Class 9 contains 9323 members 
Mstep: Class 10 contains 2781 members 
Mstep: Class 11 contains 4194 members 
Mstep: Class 12 contains 18988 members 
Mstep: Class 13 contains 3069 members 
Mstep: Class 14 contains 4391 members 
Mstep: Class 15 contains 8021 members 
Mstep: Class 16 contains 39509 members 
Mstep: Class 17 contains 59346 members 
Mstep: Class 18 contains 2896 members 
Mstep: Class 19 contains 14629 members 
Mstep: Class 20 contains 41402 members 
Mstep: Class 21 contains 7775 members 
Mstep: Class 22 contains 12419 members 
Mstep: Class 23 contains 5548 members 
Mstep: Class 24 contains 32927 members 
Mstep: Class 25 contains 8625 members 
Mstep: Class 26 contains 2775 members 
Mstep: Class 27 contains 9305 members 
Mstep: Class 28 contains 14226 members 
Mstep: Class 29 contains 12812 members 
Mstep: Class 30 contains 14201 members 
Mstep: Class 31 contains 47344 members 
Mstep: Class 32 contains 42549 members 
Mstep: Class 33 contains 19937 members 
Mstep: Class 34 contains 2547 members 
Mstep: Class 35 contains 13460 members 
Mstep: Class 36 contains 2486 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100269472.000000 Penalty: 79664.296875
Iteration 62Q: 37 clusters Score -1.002695e+08 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 6936 members 
Mstep: Class 2 contains 20842 members 
Mstep: Class 3 contains 6406 members 
Mstep: Class 4 contains 61386 members 
Mstep: Class 5 contains 95738 members 
Mstep: Class 6 contains 562 members 
Mstep: Class 7 contains 18264 members 
Mstep: Class 8 contains 152565 members 
Mstep: Class 9 contains 9295 members 
Mstep: Class 10 contains 2781 members 
Mstep: Class 11 contains 4199 members 
Mstep: Class 12 contains 18990 members 
Mstep: Class 13 contains 3084 members 
Mstep: Class 14 contains 4425 members 
Mstep: Class 15 contains 8042 members 
Mstep: Class 16 contains 39517 members 
Mstep: Class 17 contains 59258 members 
Mstep: Class 18 contains 2863 members 
Mstep: Class 19 contains 14624 members 
Mstep: Class 20 contains 41326 members 
Mstep: Class 21 contains 7776 members 
Mstep: Class 22 contains 12424 members 
Mstep: Class 23 contains 5559 members 
Mstep: Class 24 contains 33346 members 
Mstep: Class 25 contains 8693 members 
Mstep: Class 26 contains 2825 members 
Mstep: Class 27 contains 9307 members 
Mstep: Class 28 contains 14228 members 
Mstep: Class 29 contains 12816 members 
Mstep: Class 30 contains 14208 members 
Mstep: Class 31 contains 47346 members 
Mstep: Class 32 contains 42500 members 
Mstep: Class 33 contains 19945 members 
Mstep: Class 34 contains 2528 members 
Mstep: Class 35 contains 13471 members 
Mstep: Class 36 contains 2498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100269920.000000 Penalty: 79664.296875
Iteration 63Q: 37 clusters Score -1.002699e+08 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 6922 members 
Mstep: Class 2 contains 20790 members 
Mstep: Class 3 contains 6410 members 
Mstep: Class 4 contains 61052 members 
Mstep: Class 5 contains 95723 members 
Mstep: Class 6 contains 562 members 
Mstep: Class 7 contains 18205 members 
Mstep: Class 8 contains 152665 members 
Mstep: Class 9 contains 9283 members 
Mstep: Class 10 contains 2781 members 
Mstep: Class 11 contains 4200 members 
Mstep: Class 12 contains 18997 members 
Mstep: Class 13 contains 3097 members 
Mstep: Class 14 contains 4461 members 
Mstep: Class 15 contains 8058 members 
Mstep: Class 16 contains 39522 members 
Mstep: Class 17 contains 59182 members 
Mstep: Class 18 contains 2834 members 
Mstep: Class 19 contains 14621 members 
Mstep: Class 20 contains 41214 members 
Mstep: Class 21 contains 7780 members 
Mstep: Class 22 contains 12430 members 
Mstep: Class 23 contains 5570 members 
Mstep: Class 24 contains 33754 members 
Mstep: Class 25 contains 8753 members 
Mstep: Class 26 contains 2878 members 
Mstep: Class 27 contains 9308 members 
Mstep: Class 28 contains 14231 members 
Mstep: Class 29 contains 12805 members 
Mstep: Class 30 contains 14209 members 
Mstep: Class 31 contains 47368 members 
Mstep: Class 32 contains 42455 members 
Mstep: Class 33 contains 19951 members 
Mstep: Class 34 contains 2509 members 
Mstep: Class 35 contains 13484 members 
Mstep: Class 36 contains 2509 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100270176.000000 Penalty: 79664.296875
Iteration 64Q: 37 clusters Score -1.002702e+08 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 6907 members 
Mstep: Class 2 contains 20740 members 
Mstep: Class 3 contains 6408 members 
Mstep: Class 4 contains 60771 members 
Mstep: Class 5 contains 95716 members 
Mstep: Class 6 contains 563 members 
Mstep: Class 7 contains 18167 members 
Mstep: Class 8 contains 152777 members 
Mstep: Class 9 contains 9263 members 
Mstep: Class 10 contains 2781 members 
Mstep: Class 11 contains 4205 members 
Mstep: Class 12 contains 19002 members 
Mstep: Class 13 contains 3112 members 
Mstep: Class 14 contains 4487 members 
Mstep: Class 15 contains 8083 members 
Mstep: Class 16 contains 39525 members 
Mstep: Class 17 contains 59121 members 
Mstep: Class 18 contains 2784 members 
Mstep: Class 19 contains 14628 members 
Mstep: Class 20 contains 41126 members 
Mstep: Class 21 contains 7786 members 
Mstep: Class 22 contains 12435 members 
Mstep: Class 23 contains 5582 members 
Mstep: Class 24 contains 34097 members 
Mstep: Class 25 contains 8784 members 
Mstep: Class 26 contains 2932 members 
Mstep: Class 27 contains 9311 members 
Mstep: Class 28 contains 14228 members 
Mstep: Class 29 contains 12801 members 
Mstep: Class 30 contains 14207 members 
Mstep: Class 31 contains 47378 members 
Mstep: Class 32 contains 42412 members 
Mstep: Class 33 contains 19959 members 
Mstep: Class 34 contains 2483 members 
Mstep: Class 35 contains 13491 members 
Mstep: Class 36 contains 2521 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100270184.000000 Penalty: 79664.296875
Iteration 65Q: 37 clusters Score -1.002702e+08 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 6892 members 
Mstep: Class 2 contains 20706 members 
Mstep: Class 3 contains 6410 members 
Mstep: Class 4 contains 60481 members 
Mstep: Class 5 contains 95724 members 
Mstep: Class 6 contains 563 members 
Mstep: Class 7 contains 18131 members 
Mstep: Class 8 contains 152863 members 
Mstep: Class 9 contains 9231 members 
Mstep: Class 10 contains 2781 members 
Mstep: Class 11 contains 4214 members 
Mstep: Class 12 contains 19007 members 
Mstep: Class 13 contains 3125 members 
Mstep: Class 14 contains 4507 members 
Mstep: Class 15 contains 8115 members 
Mstep: Class 16 contains 39521 members 
Mstep: Class 17 contains 59073 members 
Mstep: Class 18 contains 2719 members 
Mstep: Class 19 contains 14636 members 
Mstep: Class 20 contains 41054 members 
Mstep: Class 21 contains 7791 members 
Mstep: Class 22 contains 12439 members 
Mstep: Class 23 contains 5598 members 
Mstep: Class 24 contains 34415 members 
Mstep: Class 25 contains 8817 members 
Mstep: Class 26 contains 2964 members 
Mstep: Class 27 contains 9314 members 
Mstep: Class 28 contains 14231 members 
Mstep: Class 29 contains 12803 members 
Mstep: Class 30 contains 14207 members 
Mstep: Class 31 contains 47410 members 
Mstep: Class 32 contains 42393 members 
Mstep: Class 33 contains 19965 members 
Mstep: Class 34 contains 2447 members 
Mstep: Class 35 contains 13493 members 
Mstep: Class 36 contains 2533 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100270688.000000 Penalty: 79664.296875
Iteration 66Q: 37 clusters Score -1.002707e+08 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 6886 members 
Mstep: Class 2 contains 20678 members 
Mstep: Class 3 contains 6417 members 
Mstep: Class 4 contains 60200 members 
Mstep: Class 5 contains 95713 members 
Mstep: Class 6 contains 563 members 
Mstep: Class 7 contains 18090 members 
Mstep: Class 8 contains 152964 members 
Mstep: Class 9 contains 9224 members 
Mstep: Class 10 contains 2781 members 
Mstep: Class 11 contains 4218 members 
Mstep: Class 12 contains 19010 members 
Mstep: Class 13 contains 3138 members 
Mstep: Class 14 contains 4524 members 
Mstep: Class 15 contains 8144 members 
Mstep: Class 16 contains 39515 members 
Mstep: Class 17 contains 59006 members 
Mstep: Class 18 contains 2648 members 
Mstep: Class 19 contains 14622 members 
Mstep: Class 20 contains 40965 members 
Mstep: Class 21 contains 7799 members 
Mstep: Class 22 contains 12441 members 
Mstep: Class 23 contains 5606 members 
Mstep: Class 24 contains 34748 members 
Mstep: Class 25 contains 8860 members 
Mstep: Class 26 contains 2998 members 
Mstep: Class 27 contains 9320 members 
Mstep: Class 28 contains 14230 members 
Mstep: Class 29 contains 12802 members 
Mstep: Class 30 contains 14220 members 
Mstep: Class 31 contains 47446 members 
Mstep: Class 32 contains 42363 members 
Mstep: Class 33 contains 19974 members 
Mstep: Class 34 contains 2423 members 
Mstep: Class 35 contains 13492 members 
Mstep: Class 36 contains 2545 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100271096.000000 Penalty: 79664.296875
Iteration 67Q: 37 clusters Score -1.002711e+08 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 6879 members 
Mstep: Class 2 contains 20629 members 
Mstep: Class 3 contains 6418 members 
Mstep: Class 4 contains 59913 members 
Mstep: Class 5 contains 95714 members 
Mstep: Class 6 contains 563 members 
Mstep: Class 7 contains 18052 members 
Mstep: Class 8 contains 153057 members 
Mstep: Class 9 contains 9210 members 
Mstep: Class 10 contains 2783 members 
Mstep: Class 11 contains 4225 members 
Mstep: Class 12 contains 19008 members 
Mstep: Class 13 contains 3148 members 
Mstep: Class 14 contains 4540 members 
Mstep: Class 15 contains 8162 members 
Mstep: Class 16 contains 39511 members 
Mstep: Class 17 contains 58964 members 
Mstep: Class 18 contains 2596 members 
Mstep: Class 19 contains 14603 members 
Mstep: Class 20 contains 40890 members 
Mstep: Class 21 contains 7796 members 
Mstep: Class 22 contains 12445 members 
Mstep: Class 23 contains 5619 members 
Mstep: Class 24 contains 35055 members 
Mstep: Class 25 contains 8884 members 
Mstep: Class 26 contains 3042 members 
Mstep: Class 27 contains 9319 members 
Mstep: Class 28 contains 14231 members 
Mstep: Class 29 contains 12817 members 
Mstep: Class 30 contains 14221 members 
Mstep: Class 31 contains 47494 members 
Mstep: Class 32 contains 42370 members 
Mstep: Class 33 contains 19974 members 
Mstep: Class 34 contains 2391 members 
Mstep: Class 35 contains 13496 members 
Mstep: Class 36 contains 2554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100271032.000000 Penalty: 79664.296875
Iteration 68Q: 37 clusters Score -1.00271e+08 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 6874 members 
Mstep: Class 2 contains 20600 members 
Mstep: Class 3 contains 6420 members 
Mstep: Class 4 contains 59638 members 
Mstep: Class 5 contains 95714 members 
Mstep: Class 6 contains 563 members 
Mstep: Class 7 contains 18008 members 
Mstep: Class 8 contains 153149 members 
Mstep: Class 9 contains 9209 members 
Mstep: Class 10 contains 2783 members 
Mstep: Class 11 contains 4231 members 
Mstep: Class 12 contains 19009 members 
Mstep: Class 13 contains 3161 members 
Mstep: Class 14 contains 4554 members 
Mstep: Class 15 contains 8172 members 
Mstep: Class 16 contains 39498 members 
Mstep: Class 17 contains 58922 members 
Mstep: Class 18 contains 2547 members 
Mstep: Class 19 contains 14591 members 
Mstep: Class 20 contains 40808 members 
Mstep: Class 21 contains 7796 members 
Mstep: Class 22 contains 12450 members 
Mstep: Class 23 contains 5624 members 
Mstep: Class 24 contains 35335 members 
Mstep: Class 25 contains 8903 members 
Mstep: Class 26 contains 3082 members 
Mstep: Class 27 contains 9317 members 
Mstep: Class 28 contains 14232 members 
Mstep: Class 29 contains 12829 members 
Mstep: Class 30 contains 14219 members 
Mstep: Class 31 contains 47551 members 
Mstep: Class 32 contains 42373 members 
Mstep: Class 33 contains 19989 members 
Mstep: Class 34 contains 2362 members 
Mstep: Class 35 contains 13502 members 
Mstep: Class 36 contains 2558 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100271336.000000 Penalty: 79664.296875
Iteration 69Q: 37 clusters Score -1.002713e+08 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 6870 members 
Mstep: Class 2 contains 20584 members 
Mstep: Class 3 contains 6417 members 
Mstep: Class 4 contains 59397 members 
Mstep: Class 5 contains 95707 members 
Mstep: Class 6 contains 563 members 
Mstep: Class 7 contains 17983 members 
Mstep: Class 8 contains 153229 members 
Mstep: Class 9 contains 9192 members 
Mstep: Class 10 contains 2783 members 
Mstep: Class 11 contains 4236 members 
Mstep: Class 12 contains 19009 members 
Mstep: Class 13 contains 3176 members 
Mstep: Class 14 contains 4571 members 
Mstep: Class 15 contains 8180 members 
Mstep: Class 16 contains 39499 members 
Mstep: Class 17 contains 58889 members 
Mstep: Class 18 contains 2517 members 
Mstep: Class 19 contains 14583 members 
Mstep: Class 20 contains 40727 members 
Mstep: Class 21 contains 7790 members 
Mstep: Class 22 contains 12454 members 
Mstep: Class 23 contains 5630 members 
Mstep: Class 24 contains 35602 members 
Mstep: Class 25 contains 8939 members 
Mstep: Class 26 contains 3122 members 
Mstep: Class 27 contains 9317 members 
Mstep: Class 28 contains 14232 members 
Mstep: Class 29 contains 12808 members 
Mstep: Class 30 contains 14224 members 
Mstep: Class 31 contains 47580 members 
Mstep: Class 32 contains 42373 members 
Mstep: Class 33 contains 19994 members 
Mstep: Class 34 contains 2327 members 
Mstep: Class 35 contains 13508 members 
Mstep: Class 36 contains 2561 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100271432.000000 Penalty: 79664.296875
Iteration 70Q: 37 clusters Score -1.002714e+08 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 6866 members 
Mstep: Class 2 contains 20549 members 
Mstep: Class 3 contains 6412 members 
Mstep: Class 4 contains 59184 members 
Mstep: Class 5 contains 95690 members 
Mstep: Class 6 contains 563 members 
Mstep: Class 7 contains 17961 members 
Mstep: Class 8 contains 153293 members 
Mstep: Class 9 contains 9178 members 
Mstep: Class 10 contains 2783 members 
Mstep: Class 11 contains 4238 members 
Mstep: Class 12 contains 19013 members 
Mstep: Class 13 contains 3192 members 
Mstep: Class 14 contains 4581 members 
Mstep: Class 15 contains 8185 members 
Mstep: Class 16 contains 39497 members 
Mstep: Class 17 contains 58848 members 
Mstep: Class 18 contains 2494 members 
Mstep: Class 19 contains 14569 members 
Mstep: Class 20 contains 40667 members 
Mstep: Class 21 contains 7793 members 
Mstep: Class 22 contains 12460 members 
Mstep: Class 23 contains 5640 members 
Mstep: Class 24 contains 35837 members 
Mstep: Class 25 contains 8978 members 
Mstep: Class 26 contains 3161 members 
Mstep: Class 27 contains 9317 members 
Mstep: Class 28 contains 14230 members 
Mstep: Class 29 contains 12790 members 
Mstep: Class 30 contains 14227 members 
Mstep: Class 31 contains 47603 members 
Mstep: Class 32 contains 42385 members 
Mstep: Class 33 contains 20003 members 
Mstep: Class 34 contains 2300 members 
Mstep: Class 35 contains 13520 members 
Mstep: Class 36 contains 2566 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100271056.000000 Penalty: 79664.296875
Iteration 71Q: 37 clusters Score -1.002711e+08 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 6862 members 
Mstep: Class 2 contains 20502 members 
Mstep: Class 3 contains 6410 members 
Mstep: Class 4 contains 58997 members 
Mstep: Class 5 contains 95681 members 
Mstep: Class 6 contains 563 members 
Mstep: Class 7 contains 17932 members 
Mstep: Class 8 contains 153362 members 
Mstep: Class 9 contains 9182 members 
Mstep: Class 10 contains 2781 members 
Mstep: Class 11 contains 4235 members 
Mstep: Class 12 contains 19017 members 
Mstep: Class 13 contains 3206 members 
Mstep: Class 14 contains 4589 members 
Mstep: Class 15 contains 8189 members 
Mstep: Class 16 contains 39497 members 
Mstep: Class 17 contains 58788 members 
Mstep: Class 18 contains 2483 members 
Mstep: Class 19 contains 14563 members 
Mstep: Class 20 contains 40616 members 
Mstep: Class 21 contains 7790 members 
Mstep: Class 22 contains 12465 members 
Mstep: Class 23 contains 5650 members 
Mstep: Class 24 contains 36073 members 
Mstep: Class 25 contains 9021 members 
Mstep: Class 26 contains 3185 members 
Mstep: Class 27 contains 9317 members 
Mstep: Class 28 contains 14228 members 
Mstep: Class 29 contains 12754 members 
Mstep: Class 30 contains 14228 members 
Mstep: Class 31 contains 47629 members 
Mstep: Class 32 contains 42393 members 
Mstep: Class 33 contains 20011 members 
Mstep: Class 34 contains 2280 members 
Mstep: Class 35 contains 13523 members 
Mstep: Class 36 contains 2571 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100271192.000000 Penalty: 79664.296875
Iteration 72Q: 37 clusters Score -1.002712e+08 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 6859 members 
Mstep: Class 2 contains 20458 members 
Mstep: Class 3 contains 6409 members 
Mstep: Class 4 contains 58819 members 
Mstep: Class 5 contains 95692 members 
Mstep: Class 6 contains 563 members 
Mstep: Class 7 contains 17908 members 
Mstep: Class 8 contains 153443 members 
Mstep: Class 9 contains 9188 members 
Mstep: Class 10 contains 2781 members 
Mstep: Class 11 contains 4236 members 
Mstep: Class 12 contains 19021 members 
Mstep: Class 13 contains 3219 members 
Mstep: Class 14 contains 4597 members 
Mstep: Class 15 contains 8189 members 
Mstep: Class 16 contains 39499 members 
Mstep: Class 17 contains 58714 members 
Mstep: Class 18 contains 2480 members 
Mstep: Class 19 contains 14550 members 
Mstep: Class 20 contains 40568 members 
Mstep: Class 21 contains 7791 members 
Mstep: Class 22 contains 12469 members 
Mstep: Class 23 contains 5661 members 
Mstep: Class 24 contains 36281 members 
Mstep: Class 25 contains 9054 members 
Mstep: Class 26 contains 3217 members 
Mstep: Class 27 contains 9319 members 
Mstep: Class 28 contains 14225 members 
Mstep: Class 29 contains 12720 members 
Mstep: Class 30 contains 14226 members 
Mstep: Class 31 contains 47656 members 
Mstep: Class 32 contains 42394 members 
Mstep: Class 33 contains 20011 members 
Mstep: Class 34 contains 2254 members 
Mstep: Class 35 contains 13527 members 
Mstep: Class 36 contains 2575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100270968.000000 Penalty: 79664.296875
Iteration 73Q: 37 clusters Score -1.00271e+08 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 6854 members 
Mstep: Class 2 contains 20423 members 
Mstep: Class 3 contains 6406 members 
Mstep: Class 4 contains 58640 members 
Mstep: Class 5 contains 95699 members 
Mstep: Class 6 contains 564 members 
Mstep: Class 7 contains 17894 members 
Mstep: Class 8 contains 153546 members 
Mstep: Class 9 contains 9195 members 
Mstep: Class 10 contains 2781 members 
Mstep: Class 11 contains 4237 members 
Mstep: Class 12 contains 19022 members 
Mstep: Class 13 contains 3233 members 
Mstep: Class 14 contains 4606 members 
Mstep: Class 15 contains 8192 members 
Mstep: Class 16 contains 39496 members 
Mstep: Class 17 contains 58647 members 
Mstep: Class 18 contains 2477 members 
Mstep: Class 19 contains 14530 members 
Mstep: Class 20 contains 40529 members 
Mstep: Class 21 contains 7793 members 
Mstep: Class 22 contains 12470 members 
Mstep: Class 23 contains 5662 members 
Mstep: Class 24 contains 36471 members 
Mstep: Class 25 contains 9065 members 
Mstep: Class 26 contains 3249 members 
Mstep: Class 27 contains 9318 members 
Mstep: Class 28 contains 14222 members 
Mstep: Class 29 contains 12687 members 
Mstep: Class 30 contains 14234 members 
Mstep: Class 31 contains 47695 members 
Mstep: Class 32 contains 42395 members 
Mstep: Class 33 contains 20006 members 
Mstep: Class 34 contains 2225 members 
Mstep: Class 35 contains 13527 members 
Mstep: Class 36 contains 2583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100270856.000000 Penalty: 79664.296875
Iteration 74Q: 37 clusters Score -1.002709e+08 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 6855 members 
Mstep: Class 2 contains 20391 members 
Mstep: Class 3 contains 6402 members 
Mstep: Class 4 contains 58466 members 
Mstep: Class 5 contains 95706 members 
Mstep: Class 6 contains 564 members 
Mstep: Class 7 contains 17885 members 
Mstep: Class 8 contains 153626 members 
Mstep: Class 9 contains 9191 members 
Mstep: Class 10 contains 2781 members 
Mstep: Class 11 contains 4236 members 
Mstep: Class 12 contains 19019 members 
Mstep: Class 13 contains 3250 members 
Mstep: Class 14 contains 4620 members 
Mstep: Class 15 contains 8193 members 
Mstep: Class 16 contains 39484 members 
Mstep: Class 17 contains 58582 members 
Mstep: Class 18 contains 2472 members 
Mstep: Class 19 contains 14515 members 
Mstep: Class 20 contains 40509 members 
Mstep: Class 21 contains 7793 members 
Mstep: Class 22 contains 12472 members 
Mstep: Class 23 contains 5671 members 
Mstep: Class 24 contains 36661 members 
Mstep: Class 25 contains 9088 members 
Mstep: Class 26 contains 3281 members 
Mstep: Class 27 contains 9317 members 
Mstep: Class 28 contains 14223 members 
Mstep: Class 29 contains 12658 members 
Mstep: Class 30 contains 14236 members 
Mstep: Class 31 contains 47721 members 
Mstep: Class 32 contains 42391 members 
Mstep: Class 33 contains 20001 members 
Mstep: Class 34 contains 2189 members 
Mstep: Class 35 contains 13535 members 
Mstep: Class 36 contains 2589 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100270696.000000 Penalty: 79664.296875
Iteration 75Q: 37 clusters Score -1.002707e+08 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 6852 members 
Mstep: Class 2 contains 20343 members 
Mstep: Class 3 contains 6400 members 
Mstep: Class 4 contains 58294 members 
Mstep: Class 5 contains 95722 members 
Mstep: Class 6 contains 565 members 
Mstep: Class 7 contains 17864 members 
Mstep: Class 8 contains 153707 members 
Mstep: Class 9 contains 9197 members 
Mstep: Class 10 contains 2781 members 
Mstep: Class 11 contains 4236 members 
Mstep: Class 12 contains 19023 members 
Mstep: Class 13 contains 3265 members 
Mstep: Class 14 contains 4634 members 
Mstep: Class 15 contains 8193 members 
Mstep: Class 16 contains 39483 members 
Mstep: Class 17 contains 58516 members 
Mstep: Class 18 contains 2472 members 
Mstep: Class 19 contains 14490 members 
Mstep: Class 20 contains 40495 members 
Mstep: Class 21 contains 7794 members 
Mstep: Class 22 contains 12474 members 
Mstep: Class 23 contains 5680 members 
Mstep: Class 24 contains 36849 members 
Mstep: Class 25 contains 9121 members 
Mstep: Class 26 contains 3301 members 
Mstep: Class 27 contains 9318 members 
Mstep: Class 28 contains 14221 members 
Mstep: Class 29 contains 12630 members 
Mstep: Class 30 contains 14239 members 
Mstep: Class 31 contains 47746 members 
Mstep: Class 32 contains 42392 members 
Mstep: Class 33 contains 20002 members 
Mstep: Class 34 contains 2143 members 
Mstep: Class 35 contains 13537 members 
Mstep: Class 36 contains 2594 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100270664.000000 Penalty: 79664.296875
Iteration 76Q: 37 clusters Score -1.002707e+08 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 6851 members 
Mstep: Class 2 contains 20313 members 
Mstep: Class 3 contains 6399 members 
Mstep: Class 4 contains 58109 members 
Mstep: Class 5 contains 95732 members 
Mstep: Class 6 contains 565 members 
Mstep: Class 7 contains 17848 members 
Mstep: Class 8 contains 153774 members 
Mstep: Class 9 contains 9199 members 
Mstep: Class 10 contains 2780 members 
Mstep: Class 11 contains 4237 members 
Mstep: Class 12 contains 19022 members 
Mstep: Class 13 contains 3281 members 
Mstep: Class 14 contains 4644 members 
Mstep: Class 15 contains 8193 members 
Mstep: Class 16 contains 39467 members 
Mstep: Class 17 contains 58463 members 
Mstep: Class 18 contains 2472 members 
Mstep: Class 19 contains 14472 members 
Mstep: Class 20 contains 40482 members 
Mstep: Class 21 contains 7798 members 
Mstep: Class 22 contains 12475 members 
Mstep: Class 23 contains 5693 members 
Mstep: Class 24 contains 37041 members 
Mstep: Class 25 contains 9145 members 
Mstep: Class 26 contains 3320 members 
Mstep: Class 27 contains 9320 members 
Mstep: Class 28 contains 14221 members 
Mstep: Class 29 contains 12609 members 
Mstep: Class 30 contains 14235 members 
Mstep: Class 31 contains 47754 members 
Mstep: Class 32 contains 42393 members 
Mstep: Class 33 contains 20000 members 
Mstep: Class 34 contains 2123 members 
Mstep: Class 35 contains 13542 members 
Mstep: Class 36 contains 2601 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100270576.000000 Penalty: 79664.296875
Iteration 77Q: 37 clusters Score -1.002706e+08 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 6850 members 
Mstep: Class 2 contains 20244 members 
Mstep: Class 3 contains 6399 members 
Mstep: Class 4 contains 57938 members 
Mstep: Class 5 contains 95739 members 
Mstep: Class 6 contains 565 members 
Mstep: Class 7 contains 17841 members 
Mstep: Class 8 contains 153846 members 
Mstep: Class 9 contains 9193 members 
Mstep: Class 10 contains 2780 members 
Mstep: Class 11 contains 4237 members 
Mstep: Class 12 contains 19024 members 
Mstep: Class 13 contains 3301 members 
Mstep: Class 14 contains 4652 members 
Mstep: Class 15 contains 8192 members 
Mstep: Class 16 contains 39456 members 
Mstep: Class 17 contains 58418 members 
Mstep: Class 18 contains 2473 members 
Mstep: Class 19 contains 14455 members 
Mstep: Class 20 contains 40463 members 
Mstep: Class 21 contains 7795 members 
Mstep: Class 22 contains 12476 members 
Mstep: Class 23 contains 5701 members 
Mstep: Class 24 contains 37212 members 
Mstep: Class 25 contains 9162 members 
Mstep: Class 26 contains 3345 members 
Mstep: Class 27 contains 9322 members 
Mstep: Class 28 contains 14221 members 
Mstep: Class 29 contains 12595 members 
Mstep: Class 30 contains 14232 members 
Mstep: Class 31 contains 47776 members 
Mstep: Class 32 contains 42397 members 
Mstep: Class 33 contains 20001 members 
Mstep: Class 34 contains 2117 members 
Mstep: Class 35 contains 13550 members 
Mstep: Class 36 contains 2605 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100270784.000000 Penalty: 79664.296875
Iteration 78Q: 37 clusters Score -1.002708e+08 nChanged 920
Entering ConstructFrom: 
Score: -100270784.000000 Penalty: 79664.296875
Entering ConstructFrom: 
Trying to split cluster 1 (6843 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6843 members 
Entering Unmasked Estep 
Score: -838884.062500 Penalty: 1435.034424
	Iteration 0F: 2 clusters Score -838884.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -833723.000000 Penalty: 2870.068848
	Iteration 0F: 3 clusters Score -833723 nChanged 2860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -835590.062500 Penalty: 2870.068848
	Iteration 1F: 3 clusters Score -835590.1 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -836881.937500 Penalty: 2870.068848
	Iteration 2F: 3 clusters Score -836881.9 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -838785.875000 Penalty: 2870.068848
	Iteration 3F: 3 clusters Score -838785.9 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -840037.375000 Penalty: 2870.068848
	Iteration 4F: 3 clusters Score -840037.4 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -840463.562500 Penalty: 2870.068848
	Iteration 5F: 3 clusters Score -840463.6 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -840583.750000 Penalty: 2870.068848
	Iteration 6Q: 3 clusters Score -840583.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -840631.250000 Penalty: 2870.068848
	Iteration 7Q: 3 clusters Score -840631.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -840658.687500 Penalty: 2870.068848
	Iteration 8Q: 3 clusters Score -840658.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -840680.062500 Penalty: 2870.068848
	Iteration 9Q: 3 clusters Score -840680.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -840700.187500 Penalty: 2870.068848
	Iteration 10Q: 3 clusters Score -840700.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -840715.250000 Penalty: 2870.068848
	Iteration 11Q: 3 clusters Score -840715.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -840731.812500 Penalty: 2870.068848
	Iteration 12Q: 3 clusters Score -840731.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -840741.937500 Penalty: 2870.068848
	Iteration 13Q: 3 clusters Score -840741.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -840749.687500 Penalty: 2870.068848
	Iteration 14Q: 3 clusters Score -840749.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -840752.312500 Penalty: 2870.068848
	Iteration 15Q: 3 clusters Score -840752.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -840759.750000 Penalty: 2870.068848
	Iteration 16Q: 3 clusters Score -840759.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -840764.812500 Penalty: 2870.068848
	Iteration 17Q: 3 clusters Score -840764.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -840767.937500 Penalty: 2870.068848
	Iteration 18Q: 3 clusters Score -840767.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -840771.062500 Penalty: 2870.068848
	Iteration 19Q: 3 clusters Score -840771.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -840780.125000 Penalty: 2870.068848
	Iteration 20F: 3 clusters Score -840780.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -840795.937500 Penalty: 2870.068848
	Iteration 21Q: 3 clusters Score -840795.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -840810.062500 Penalty: 2870.068848
	Iteration 22Q: 3 clusters Score -840810.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -840820.000000 Penalty: 2870.068848
	Iteration 23Q: 3 clusters Score -840820 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -840831.937500 Penalty: 2870.068848
	Iteration 24Q: 3 clusters Score -840831.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -840840.625000 Penalty: 2870.068848
	Iteration 25Q: 3 clusters Score -840840.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -840848.187500 Penalty: 2870.068848
	Iteration 26Q: 3 clusters Score -840848.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -840858.187500 Penalty: 2870.068848
	Iteration 27Q: 3 clusters Score -840858.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -840867.625000 Penalty: 2870.068848
	Iteration 28Q: 3 clusters Score -840867.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -840879.437500 Penalty: 2870.068848
	Iteration 29Q: 3 clusters Score -840879.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -840891.312500 Penalty: 2870.068848
	Iteration 30Q: 3 clusters Score -840891.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -840927.187500 Penalty: 2870.068848
	Iteration 31Q: 3 clusters Score -840927.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -840976.000000 Penalty: 2870.068848
	Iteration 32Q: 3 clusters Score -840976 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -841019.062500 Penalty: 2870.068848
	Iteration 33Q: 3 clusters Score -841019.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -841053.250000 Penalty: 2870.068848
	Iteration 34Q: 3 clusters Score -841053.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5207 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -841080.812500 Penalty: 2870.068848
	Iteration 35Q: 3 clusters Score -841080.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -841093.000000 Penalty: 2870.068848
	Iteration 36Q: 3 clusters Score -841093 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -841105.125000 Penalty: 2870.068848
	Iteration 37Q: 3 clusters Score -841105.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5262 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -841109.187500 Penalty: 2870.068848
	Iteration 38Q: 3 clusters Score -841109.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5268 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -841111.375000 Penalty: 2870.068848
	Iteration 39Q: 3 clusters Score -841111.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -841112.250000 Penalty: 2870.068848
	Iteration 40F: 3 clusters Score -841112.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 20195 members 
Mstep: Class 3 contains 6399 members 
Mstep: Class 4 contains 57761 members 
Mstep: Class 5 contains 95745 members 
Mstep: Class 6 contains 565 members 
Mstep: Class 7 contains 17834 members 
Mstep: Class 8 contains 153913 members 
Mstep: Class 9 contains 9193 members 
Mstep: Class 10 contains 2780 members 
Mstep: Class 11 contains 4238 members 
Mstep: Class 12 contains 19027 members 
Mstep: Class 13 contains 3324 members 
Mstep: Class 14 contains 4664 members 
Mstep: Class 15 contains 8190 members 
Mstep: Class 16 contains 39454 members 
Mstep: Class 17 contains 58378 members 
Mstep: Class 18 contains 2473 members 
Mstep: Class 19 contains 14434 members 
Mstep: Class 20 contains 40460 members 
Mstep: Class 21 contains 7796 members 
Mstep: Class 22 contains 12475 members 
Mstep: Class 23 contains 5709 members 
Mstep: Class 24 contains 37367 members 
Mstep: Class 25 contains 9182 members 
Mstep: Class 26 contains 3381 members 
Mstep: Class 27 contains 9322 members 
Mstep: Class 28 contains 14222 members 
Mstep: Class 29 contains 12558 members 
Mstep: Class 30 contains 14236 members 
Mstep: Class 31 contains 47802 members 
Mstep: Class 32 contains 42395 members 
Mstep: Class 33 contains 20007 members 
Mstep: Class 34 contains 2089 members 
Mstep: Class 35 contains 13552 members 
Mstep: Class 36 contains 2610 members 
Mstep: Class 37 contains 1574 members 
Entering Unmasked Estep 
Score: -100272488.000000 Penalty: 81877.195312
Splitting cluster 1 changes total score from -100270784.000000 to -100272488.000000
So it's getting split into cluster 37.
Entering ConstructFrom: 
Trying to split cluster 2 (20195 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20195 members 
Entering Unmasked Estep 
Score: -2362087.250000 Penalty: 1610.893311
	Iteration 0F: 2 clusters Score -2362087 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10064 members 
Mstep: Class 2 contains 10131 members 
Entering Unmasked Estep 
Score: -2348385.750000 Penalty: 3221.786621
	Iteration 0F: 3 clusters Score -2348386 nChanged 9156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9600 members 
Mstep: Class 2 contains 10595 members 
Entering Unmasked Estep 
Score: -2353678.000000 Penalty: 3221.786621
	Iteration 1F: 3 clusters Score -2353678 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9336 members 
Mstep: Class 2 contains 10859 members 
Entering Unmasked Estep 
Score: -2354597.500000 Penalty: 3221.786621
	Iteration 2F: 3 clusters Score -2354598 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8999 members 
Mstep: Class 2 contains 11196 members 
Entering Unmasked Estep 
Score: -2355518.250000 Penalty: 3221.786621
	Iteration 3F: 3 clusters Score -2355518 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8666 members 
Mstep: Class 2 contains 11529 members 
Entering Unmasked Estep 
Score: -2356358.000000 Penalty: 3221.786621
	Iteration 4F: 3 clusters Score -2356358 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8293 members 
Mstep: Class 2 contains 11902 members 
Entering Unmasked Estep 
Score: -2357191.750000 Penalty: 3221.786621
	Iteration 5F: 3 clusters Score -2357192 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7873 members 
Mstep: Class 2 contains 12322 members 
Entering Unmasked Estep 
Score: -2357995.250000 Penalty: 3221.786621
	Iteration 6F: 3 clusters Score -2357995 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7401 members 
Mstep: Class 2 contains 12794 members 
Entering Unmasked Estep 
Score: -2358747.500000 Penalty: 3221.786621
	Iteration 7F: 3 clusters Score -2358748 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6903 members 
Mstep: Class 2 contains 13292 members 
Entering Unmasked Estep 
Score: -2359385.500000 Penalty: 3221.786621
	Iteration 8Q: 3 clusters Score -2359386 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6437 members 
Mstep: Class 2 contains 13758 members 
Entering Unmasked Estep 
Score: -2359894.500000 Penalty: 3221.786621
	Iteration 9Q: 3 clusters Score -2359894 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6031 members 
Mstep: Class 2 contains 14164 members 
Entering Unmasked Estep 
Score: -2360246.000000 Penalty: 3221.786621
	Iteration 10Q: 3 clusters Score -2360246 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5670 members 
Mstep: Class 2 contains 14525 members 
Entering Unmasked Estep 
Score: -2360509.750000 Penalty: 3221.786621
	Iteration 11Q: 3 clusters Score -2360510 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 14856 members 
Entering Unmasked Estep 
Score: -2360686.000000 Penalty: 3221.786621
	Iteration 12Q: 3 clusters Score -2360686 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 15164 members 
Entering Unmasked Estep 
Score: -2360835.500000 Penalty: 3221.786621
	Iteration 13Q: 3 clusters Score -2360836 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 15413 members 
Entering Unmasked Estep 
Score: -2360942.000000 Penalty: 3221.786621
	Iteration 14Q: 3 clusters Score -2360942 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 15645 members 
Entering Unmasked Estep 
Score: -2361040.750000 Penalty: 3221.786621
	Iteration 15Q: 3 clusters Score -2361041 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 15853 members 
Entering Unmasked Estep 
Score: -2361139.500000 Penalty: 3221.786621
	Iteration 16Q: 3 clusters Score -2361140 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 16049 members 
Entering Unmasked Estep 
Score: -2361225.500000 Penalty: 3221.786621
	Iteration 17Q: 3 clusters Score -2361226 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 16251 members 
Entering Unmasked Estep 
Score: -2361370.250000 Penalty: 3221.786621
	Iteration 18Q: 3 clusters Score -2361370 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 16447 members 
Entering Unmasked Estep 
Score: -2361504.250000 Penalty: 3221.786621
	Iteration 19Q: 3 clusters Score -2361504 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 16614 members 
Entering Unmasked Estep 
Score: -2361615.250000 Penalty: 3221.786621
	Iteration 20F: 3 clusters Score -2361615 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 16766 members 
Entering Unmasked Estep 
Score: -2361699.250000 Penalty: 3221.786621
	Iteration 21Q: 3 clusters Score -2361699 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 16896 members 
Entering Unmasked Estep 
Score: -2361761.750000 Penalty: 3221.786621
	Iteration 22Q: 3 clusters Score -2361762 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 17000 members 
Entering Unmasked Estep 
Score: -2361797.250000 Penalty: 3221.786621
	Iteration 23Q: 3 clusters Score -2361797 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 17074 members 
Entering Unmasked Estep 
Score: -2361813.750000 Penalty: 3221.786621
	Iteration 24Q: 3 clusters Score -2361814 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 17140 members 
Entering Unmasked Estep 
Score: -2361836.750000 Penalty: 3221.786621
	Iteration 25Q: 3 clusters Score -2361837 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 17212 members 
Entering Unmasked Estep 
Score: -2361862.750000 Penalty: 3221.786621
	Iteration 26Q: 3 clusters Score -2361863 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 17293 members 
Entering Unmasked Estep 
Score: -2361895.000000 Penalty: 3221.786621
	Iteration 27Q: 3 clusters Score -2361895 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 17366 members 
Entering Unmasked Estep 
Score: -2361924.750000 Penalty: 3221.786621
	Iteration 28Q: 3 clusters Score -2361925 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 17424 members 
Entering Unmasked Estep 
Score: -2361938.750000 Penalty: 3221.786621
	Iteration 29Q: 3 clusters Score -2361939 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 17473 members 
Entering Unmasked Estep 
Score: -2361951.000000 Penalty: 3221.786621
	Iteration 30Q: 3 clusters Score -2361951 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 17528 members 
Entering Unmasked Estep 
Score: -2361965.750000 Penalty: 3221.786621
	Iteration 31Q: 3 clusters Score -2361966 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 17574 members 
Entering Unmasked Estep 
Score: -2361977.750000 Penalty: 3221.786621
	Iteration 32Q: 3 clusters Score -2361978 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 17625 members 
Entering Unmasked Estep 
Score: -2361997.250000 Penalty: 3221.786621
	Iteration 33Q: 3 clusters Score -2361997 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 17669 members 
Entering Unmasked Estep 
Score: -2362016.500000 Penalty: 3221.786621
	Iteration 34Q: 3 clusters Score -2362016 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 17721 members 
Entering Unmasked Estep 
Score: -2362029.000000 Penalty: 3221.786621
	Iteration 35Q: 3 clusters Score -2362029 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 17768 members 
Entering Unmasked Estep 
Score: -2362044.500000 Penalty: 3221.786621
	Iteration 36Q: 3 clusters Score -2362044 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 17812 members 
Entering Unmasked Estep 
Score: -2362053.500000 Penalty: 3221.786621
	Iteration 37Q: 3 clusters Score -2362054 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 17849 members 
Entering Unmasked Estep 
Score: -2362069.250000 Penalty: 3221.786621
	Iteration 38Q: 3 clusters Score -2362069 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 17877 members 
Entering Unmasked Estep 
Score: -2362075.250000 Penalty: 3221.786621
	Iteration 39Q: 3 clusters Score -2362075 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 17909 members 
Entering Unmasked Estep 
Score: -2362089.250000 Penalty: 3221.786621
	Iteration 40F: 3 clusters Score -2362089 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 17931 members 
Entering Unmasked Estep 
Score: -2362090.500000 Penalty: 3221.786621
	Iteration 41Q: 3 clusters Score -2362090 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 17954 members 
Entering Unmasked Estep 
Score: -2362099.500000 Penalty: 3221.786621
	Iteration 42Q: 3 clusters Score -2362100 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 17976 members 
Entering Unmasked Estep 
Score: -2362104.500000 Penalty: 3221.786621
	Iteration 43Q: 3 clusters Score -2362104 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 17992 members 
Entering Unmasked Estep 
Score: -2362112.000000 Penalty: 3221.786621
	Iteration 44Q: 3 clusters Score -2362112 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 18004 members 
Entering Unmasked Estep 
Score: -2362116.750000 Penalty: 3221.786621
	Iteration 45Q: 3 clusters Score -2362117 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 18013 members 
Entering Unmasked Estep 
Score: -2362114.750000 Penalty: 3221.786621
	Iteration 46Q: 3 clusters Score -2362115 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 18023 members 
Entering Unmasked Estep 
Score: -2362111.750000 Penalty: 3221.786621
	Iteration 47Q: 3 clusters Score -2362112 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 18035 members 
Entering Unmasked Estep 
Score: -2362118.250000 Penalty: 3221.786621
	Iteration 48Q: 3 clusters Score -2362118 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 18045 members 
Entering Unmasked Estep 
Score: -2362120.000000 Penalty: 3221.786621
	Iteration 49Q: 3 clusters Score -2362120 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 18050 members 
Entering Unmasked Estep 
Score: -2362125.000000 Penalty: 3221.786621
	Iteration 50Q: 3 clusters Score -2362125 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 18055 members 
Entering Unmasked Estep 
Score: -2362127.000000 Penalty: 3221.786621
	Iteration 51Q: 3 clusters Score -2362127 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 18057 members 
Entering Unmasked Estep 
Score: -2362128.000000 Penalty: 3221.786621
	Iteration 52Q: 3 clusters Score -2362128 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 18060 members 
Entering Unmasked Estep 
Score: -2362130.000000 Penalty: 3221.786621
	Iteration 53Q: 3 clusters Score -2362130 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 18062 members 
Entering Unmasked Estep 
Score: -2362124.500000 Penalty: 3221.786621
	Iteration 54Q: 3 clusters Score -2362124 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 18065 members 
Entering Unmasked Estep 
Score: -2362125.000000 Penalty: 3221.786621
	Iteration 55Q: 3 clusters Score -2362125 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 18072 members 
Entering Unmasked Estep 
Score: -2362121.500000 Penalty: 3221.786621
	Iteration 56Q: 3 clusters Score -2362122 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 18077 members 
Entering Unmasked Estep 
Score: -2362122.000000 Penalty: 3221.786621
	Iteration 57Q: 3 clusters Score -2362122 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 18080 members 
Entering Unmasked Estep 
Score: -2362123.250000 Penalty: 3221.786621
	Iteration 58Q: 3 clusters Score -2362123 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 18085 members 
Entering Unmasked Estep 
Score: -2362126.000000 Penalty: 3221.786621
	Iteration 59Q: 3 clusters Score -2362126 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 18087 members 
Entering Unmasked Estep 
Score: -2362122.750000 Penalty: 3221.786621
	Iteration 60F: 3 clusters Score -2362123 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 2108 members 
Mstep: Class 3 contains 6399 members 
Mstep: Class 4 contains 57761 members 
Mstep: Class 5 contains 95745 members 
Mstep: Class 6 contains 565 members 
Mstep: Class 7 contains 17834 members 
Mstep: Class 8 contains 153913 members 
Mstep: Class 9 contains 9193 members 
Mstep: Class 10 contains 2780 members 
Mstep: Class 11 contains 4238 members 
Mstep: Class 12 contains 19027 members 
Mstep: Class 13 contains 3324 members 
Mstep: Class 14 contains 4664 members 
Mstep: Class 15 contains 8190 members 
Mstep: Class 16 contains 39454 members 
Mstep: Class 17 contains 58378 members 
Mstep: Class 18 contains 2473 members 
Mstep: Class 19 contains 14434 members 
Mstep: Class 20 contains 40460 members 
Mstep: Class 21 contains 7796 members 
Mstep: Class 22 contains 12475 members 
Mstep: Class 23 contains 5709 members 
Mstep: Class 24 contains 37367 members 
Mstep: Class 25 contains 9182 members 
Mstep: Class 26 contains 3381 members 
Mstep: Class 27 contains 9322 members 
Mstep: Class 28 contains 14222 members 
Mstep: Class 29 contains 12558 members 
Mstep: Class 30 contains 14236 members 
Mstep: Class 31 contains 47802 members 
Mstep: Class 32 contains 42395 members 
Mstep: Class 33 contains 20007 members 
Mstep: Class 34 contains 2089 members 
Mstep: Class 35 contains 13552 members 
Mstep: Class 36 contains 2610 members 
Mstep: Class 37 contains 1574 members 
Mstep: Class 38 contains 18087 members 
Entering Unmasked Estep 
Score: -100271976.000000 Penalty: 84090.093750
Splitting cluster 2 changes total score from -100270784.000000 to -100271976.000000
So it's getting split into cluster 38.
Entering ConstructFrom: 
Trying to split cluster 3 (6399 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6399 members 
Entering Unmasked Estep 
Score: -788443.125000 Penalty: 1424.133301
	Iteration 0F: 2 clusters Score -788443.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -783570.250000 Penalty: 2848.266602
	Iteration 0F: 3 clusters Score -783570.2 nChanged 2690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -785097.750000 Penalty: 2848.266602
	Iteration 1F: 3 clusters Score -785097.8 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -785333.812500 Penalty: 2848.266602
	Iteration 2F: 3 clusters Score -785333.8 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -785542.812500 Penalty: 2848.266602
	Iteration 3F: 3 clusters Score -785542.8 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -785708.500000 Penalty: 2848.266602
	Iteration 4F: 3 clusters Score -785708.5 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -785838.875000 Penalty: 2848.266602
	Iteration 5Q: 3 clusters Score -785838.9 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -785946.312500 Penalty: 2848.266602
	Iteration 6Q: 3 clusters Score -785946.3 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -786049.375000 Penalty: 2848.266602
	Iteration 7Q: 3 clusters Score -786049.4 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -786155.437500 Penalty: 2848.266602
	Iteration 8Q: 3 clusters Score -786155.4 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -786247.750000 Penalty: 2848.266602
	Iteration 9Q: 3 clusters Score -786247.8 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -786324.312500 Penalty: 2848.266602
	Iteration 10Q: 3 clusters Score -786324.3 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -786393.875000 Penalty: 2848.266602
	Iteration 11Q: 3 clusters Score -786393.9 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -786438.000000 Penalty: 2848.266602
	Iteration 12Q: 3 clusters Score -786438 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -786468.812500 Penalty: 2848.266602
	Iteration 13Q: 3 clusters Score -786468.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -786493.750000 Penalty: 2848.266602
	Iteration 14Q: 3 clusters Score -786493.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -786510.312500 Penalty: 2848.266602
	Iteration 15Q: 3 clusters Score -786510.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -786525.000000 Penalty: 2848.266602
	Iteration 16Q: 3 clusters Score -786525 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -786534.187500 Penalty: 2848.266602
	Iteration 17Q: 3 clusters Score -786534.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -786548.125000 Penalty: 2848.266602
	Iteration 18Q: 3 clusters Score -786548.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -786560.062500 Penalty: 2848.266602
	Iteration 19Q: 3 clusters Score -786560.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -786579.375000 Penalty: 2848.266602
	Iteration 20F: 3 clusters Score -786579.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -786603.687500 Penalty: 2848.266602
	Iteration 21Q: 3 clusters Score -786603.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -786627.750000 Penalty: 2848.266602
	Iteration 22Q: 3 clusters Score -786627.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -786645.687500 Penalty: 2848.266602
	Iteration 23Q: 3 clusters Score -786645.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -786678.125000 Penalty: 2848.266602
	Iteration 24Q: 3 clusters Score -786678.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -786712.250000 Penalty: 2848.266602
	Iteration 25Q: 3 clusters Score -786712.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -786750.437500 Penalty: 2848.266602
	Iteration 26Q: 3 clusters Score -786750.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -786788.625000 Penalty: 2848.266602
	Iteration 27Q: 3 clusters Score -786788.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -786835.500000 Penalty: 2848.266602
	Iteration 28Q: 3 clusters Score -786835.5 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -786886.125000 Penalty: 2848.266602
	Iteration 29Q: 3 clusters Score -786886.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -786924.562500 Penalty: 2848.266602
	Iteration 30Q: 3 clusters Score -786924.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -786955.625000 Penalty: 2848.266602
	Iteration 31Q: 3 clusters Score -786955.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -786982.187500 Penalty: 2848.266602
	Iteration 32Q: 3 clusters Score -786982.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -787005.625000 Penalty: 2848.266602
	Iteration 33Q: 3 clusters Score -787005.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -787029.562500 Penalty: 2848.266602
	Iteration 34Q: 3 clusters Score -787029.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -787059.187500 Penalty: 2848.266602
	Iteration 35Q: 3 clusters Score -787059.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5123 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -787079.000000 Penalty: 2848.266602
	Iteration 36Q: 3 clusters Score -787079 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -787098.500000 Penalty: 2848.266602
	Iteration 37Q: 3 clusters Score -787098.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -787111.437500 Penalty: 2848.266602
	Iteration 38Q: 3 clusters Score -787111.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -787126.000000 Penalty: 2848.266602
	Iteration 39Q: 3 clusters Score -787126 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5278 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -787141.375000 Penalty: 2848.266602
	Iteration 40F: 3 clusters Score -787141.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5323 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -787161.437500 Penalty: 2848.266602
	Iteration 41Q: 3 clusters Score -787161.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -787177.375000 Penalty: 2848.266602
	Iteration 42Q: 3 clusters Score -787177.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -787190.625000 Penalty: 2848.266602
	Iteration 43Q: 3 clusters Score -787190.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -787204.437500 Penalty: 2848.266602
	Iteration 44Q: 3 clusters Score -787204.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5464 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -787225.125000 Penalty: 2848.266602
	Iteration 45Q: 3 clusters Score -787225.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5510 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -787256.937500 Penalty: 2848.266602
	Iteration 46Q: 3 clusters Score -787256.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -787287.125000 Penalty: 2848.266602
	Iteration 47Q: 3 clusters Score -787287.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5619 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -787331.375000 Penalty: 2848.266602
	Iteration 48Q: 3 clusters Score -787331.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5685 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -787385.562500 Penalty: 2848.266602
	Iteration 49Q: 3 clusters Score -787385.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5758 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -787459.875000 Penalty: 2848.266602
	Iteration 50Q: 3 clusters Score -787459.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5833 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -787584.500000 Penalty: 2848.266602
	Iteration 51Q: 3 clusters Score -787584.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5866 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -787683.812500 Penalty: 2848.266602
	Iteration 52Q: 3 clusters Score -787683.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5887 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -787803.125000 Penalty: 2848.266602
	Iteration 53Q: 3 clusters Score -787803.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5885 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -787879.000000 Penalty: 2848.266602
	Iteration 54Q: 3 clusters Score -787879 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5872 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -787934.437500 Penalty: 2848.266602
	Iteration 55Q: 3 clusters Score -787934.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5850 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -787979.125000 Penalty: 2848.266602
	Iteration 56Q: 3 clusters Score -787979.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5831 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -788016.750000 Penalty: 2848.266602
	Iteration 57Q: 3 clusters Score -788016.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5813 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -788048.375000 Penalty: 2848.266602
	Iteration 58Q: 3 clusters Score -788048.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5803 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -788072.250000 Penalty: 2848.266602
	Iteration 59Q: 3 clusters Score -788072.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5782 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -788101.000000 Penalty: 2848.266602
	Iteration 60F: 3 clusters Score -788101 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5766 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -788116.875000 Penalty: 2848.266602
	Iteration 61Q: 3 clusters Score -788116.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5744 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -788161.937500 Penalty: 2848.266602
	Iteration 62Q: 3 clusters Score -788161.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5715 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -788225.562500 Penalty: 2848.266602
	Iteration 63Q: 3 clusters Score -788225.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5682 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -788317.937500 Penalty: 2848.266602
	Iteration 64Q: 3 clusters Score -788317.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5654 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -788497.750000 Penalty: 2848.266602
	Iteration 65Q: 3 clusters Score -788497.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5606 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -788683.500000 Penalty: 2848.266602
	Iteration 66Q: 3 clusters Score -788683.5 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5550 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -788922.187500 Penalty: 2848.266602
	Iteration 67Q: 3 clusters Score -788922.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5480 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -789079.937500 Penalty: 2848.266602
	Iteration 68Q: 3 clusters Score -789079.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -789155.500000 Penalty: 2848.266602
	Iteration 69Q: 3 clusters Score -789155.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5375 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -789182.875000 Penalty: 2848.266602
	Iteration 70Q: 3 clusters Score -789182.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -789198.750000 Penalty: 2848.266602
	Iteration 71Q: 3 clusters Score -789198.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5335 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -789205.750000 Penalty: 2848.266602
	Iteration 72Q: 3 clusters Score -789205.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -789207.937500 Penalty: 2848.266602
	Iteration 73Q: 3 clusters Score -789207.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5324 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -789210.875000 Penalty: 2848.266602
	Iteration 74Q: 3 clusters Score -789210.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5323 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -789211.000000 Penalty: 2848.266602
	Iteration 75Q: 3 clusters Score -789211 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5323 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -789245.062500 Penalty: 2848.266602
	Iteration 76F: 3 clusters Score -789245.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5296 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -789273.062500 Penalty: 2848.266602
	Iteration 77Q: 3 clusters Score -789273.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5264 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -789297.812500 Penalty: 2848.266602
	Iteration 78Q: 3 clusters Score -789297.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5239 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -789313.937500 Penalty: 2848.266602
	Iteration 79Q: 3 clusters Score -789313.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5226 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -789318.000000 Penalty: 2848.266602
	Iteration 80F: 3 clusters Score -789318 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -789323.125000 Penalty: 2848.266602
	Iteration 81Q: 3 clusters Score -789323.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5196 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -789328.750000 Penalty: 2848.266602
	Iteration 82Q: 3 clusters Score -789328.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -789331.312500 Penalty: 2848.266602
	Iteration 83Q: 3 clusters Score -789331.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -789332.250000 Penalty: 2848.266602
	Iteration 84Q: 3 clusters Score -789332.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -789334.062500 Penalty: 2848.266602
	Iteration 85Q: 3 clusters Score -789334.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -789334.062500 Penalty: 2848.266602
	Iteration 86F: 3 clusters Score -789334.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 2108 members 
Mstep: Class 3 contains 5182 members 
Mstep: Class 4 contains 57761 members 
Mstep: Class 5 contains 95745 members 
Mstep: Class 6 contains 565 members 
Mstep: Class 7 contains 17834 members 
Mstep: Class 8 contains 153913 members 
Mstep: Class 9 contains 9193 members 
Mstep: Class 10 contains 2780 members 
Mstep: Class 11 contains 4238 members 
Mstep: Class 12 contains 19027 members 
Mstep: Class 13 contains 3324 members 
Mstep: Class 14 contains 4664 members 
Mstep: Class 15 contains 8190 members 
Mstep: Class 16 contains 39454 members 
Mstep: Class 17 contains 58378 members 
Mstep: Class 18 contains 2473 members 
Mstep: Class 19 contains 14434 members 
Mstep: Class 20 contains 40460 members 
Mstep: Class 21 contains 7796 members 
Mstep: Class 22 contains 12475 members 
Mstep: Class 23 contains 5709 members 
Mstep: Class 24 contains 37367 members 
Mstep: Class 25 contains 9182 members 
Mstep: Class 26 contains 3381 members 
Mstep: Class 27 contains 9322 members 
Mstep: Class 28 contains 14222 members 
Mstep: Class 29 contains 12558 members 
Mstep: Class 30 contains 14236 members 
Mstep: Class 31 contains 47802 members 
Mstep: Class 32 contains 42395 members 
Mstep: Class 33 contains 20007 members 
Mstep: Class 34 contains 2089 members 
Mstep: Class 35 contains 13552 members 
Mstep: Class 36 contains 2610 members 
Mstep: Class 37 contains 1574 members 
Mstep: Class 38 contains 18087 members 
Mstep: Class 39 contains 1217 members 
Entering Unmasked Estep 
Score: -100272048.000000 Penalty: 86302.984375
Splitting cluster 3 changes total score from -100270784.000000 to -100272048.000000
So it's getting split into cluster 39.
Entering ConstructFrom: 
Trying to split cluster 4 (57761 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57761 members 
Entering Unmasked Estep 
Score: -7249094.000000 Penalty: 1781.661255
	Iteration 0F: 2 clusters Score -7249094 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28826 members 
Mstep: Class 2 contains 28935 members 
Entering Unmasked Estep 
Score: -7210271.000000 Penalty: 3563.322510
	Iteration 0F: 3 clusters Score -7210271 nChanged 27214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27858 members 
Mstep: Class 2 contains 29903 members 
Entering Unmasked Estep 
Score: -7226871.000000 Penalty: 3563.322510
	Iteration 1F: 3 clusters Score -7226871 nChanged 3192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27250 members 
Mstep: Class 2 contains 30511 members 
Entering Unmasked Estep 
Score: -7228784.000000 Penalty: 3563.322510
	Iteration 2F: 3 clusters Score -7228784 nChanged 3772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26592 members 
Mstep: Class 2 contains 31169 members 
Entering Unmasked Estep 
Score: -7231706.500000 Penalty: 3563.322510
	Iteration 3F: 3 clusters Score -7231706 nChanged 4455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26157 members 
Mstep: Class 2 contains 31604 members 
Entering Unmasked Estep 
Score: -7235638.500000 Penalty: 3563.322510
	Iteration 4F: 3 clusters Score -7235638 nChanged 4583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26302 members 
Mstep: Class 2 contains 31459 members 
Entering Unmasked Estep 
Score: -7239717.000000 Penalty: 3563.322510
	Iteration 5F: 3 clusters Score -7239717 nChanged 4062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26800 members 
Mstep: Class 2 contains 30961 members 
Entering Unmasked Estep 
Score: -7242759.000000 Penalty: 3563.322510
	Iteration 6F: 3 clusters Score -7242759 nChanged 2927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27343 members 
Mstep: Class 2 contains 30418 members 
Entering Unmasked Estep 
Score: -7244268.000000 Penalty: 3563.322510
	Iteration 7F: 3 clusters Score -7244268 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27914 members 
Mstep: Class 2 contains 29847 members 
Entering Unmasked Estep 
Score: -7244984.500000 Penalty: 3563.322510
	Iteration 8Q: 3 clusters Score -7244984 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28575 members 
Mstep: Class 2 contains 29186 members 
Entering Unmasked Estep 
Score: -7245388.500000 Penalty: 3563.322510
	Iteration 9Q: 3 clusters Score -7245388 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29232 members 
Mstep: Class 2 contains 28529 members 
Entering Unmasked Estep 
Score: -7245721.000000 Penalty: 3563.322510
	Iteration 10Q: 3 clusters Score -7245721 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29917 members 
Mstep: Class 2 contains 27844 members 
Entering Unmasked Estep 
Score: -7246011.000000 Penalty: 3563.322510
	Iteration 11Q: 3 clusters Score -7246011 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30607 members 
Mstep: Class 2 contains 27154 members 
Entering Unmasked Estep 
Score: -7246297.500000 Penalty: 3563.322510
	Iteration 12Q: 3 clusters Score -7246298 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31359 members 
Mstep: Class 2 contains 26402 members 
Entering Unmasked Estep 
Score: -7246602.000000 Penalty: 3563.322510
	Iteration 13Q: 3 clusters Score -7246602 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32150 members 
Mstep: Class 2 contains 25611 members 
Entering Unmasked Estep 
Score: -7246926.500000 Penalty: 3563.322510
	Iteration 14Q: 3 clusters Score -7246926 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32894 members 
Mstep: Class 2 contains 24867 members 
Entering Unmasked Estep 
Score: -7247221.500000 Penalty: 3563.322510
	Iteration 15Q: 3 clusters Score -7247222 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33625 members 
Mstep: Class 2 contains 24136 members 
Entering Unmasked Estep 
Score: -7247526.000000 Penalty: 3563.322510
	Iteration 16Q: 3 clusters Score -7247526 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34315 members 
Mstep: Class 2 contains 23446 members 
Entering Unmasked Estep 
Score: -7247866.000000 Penalty: 3563.322510
	Iteration 17Q: 3 clusters Score -7247866 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34958 members 
Mstep: Class 2 contains 22803 members 
Entering Unmasked Estep 
Score: -7248164.000000 Penalty: 3563.322510
	Iteration 18Q: 3 clusters Score -7248164 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35560 members 
Mstep: Class 2 contains 22201 members 
Entering Unmasked Estep 
Score: -7248463.500000 Penalty: 3563.322510
	Iteration 19Q: 3 clusters Score -7248464 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36116 members 
Mstep: Class 2 contains 21645 members 
Entering Unmasked Estep 
Score: -7248717.500000 Penalty: 3563.322510
	Iteration 20F: 3 clusters Score -7248718 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36662 members 
Mstep: Class 2 contains 21099 members 
Entering Unmasked Estep 
Score: -7248979.500000 Penalty: 3563.322510
	Iteration 21Q: 3 clusters Score -7248980 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37127 members 
Mstep: Class 2 contains 20634 members 
Entering Unmasked Estep 
Score: -7249132.500000 Penalty: 3563.322510
	Iteration 22Q: 3 clusters Score -7249132 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37536 members 
Mstep: Class 2 contains 20225 members 
Entering Unmasked Estep 
Score: -7249264.500000 Penalty: 3563.322510
	Iteration 23Q: 3 clusters Score -7249264 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37899 members 
Mstep: Class 2 contains 19862 members 
Entering Unmasked Estep 
Score: -7249360.000000 Penalty: 3563.322510
	Iteration 24Q: 3 clusters Score -7249360 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38206 members 
Mstep: Class 2 contains 19555 members 
Entering Unmasked Estep 
Score: -7249386.500000 Penalty: 3563.322510
	Iteration 25Q: 3 clusters Score -7249386 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38492 members 
Mstep: Class 2 contains 19269 members 
Entering Unmasked Estep 
Score: -7249438.000000 Penalty: 3563.322510
	Iteration 26Q: 3 clusters Score -7249438 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38731 members 
Mstep: Class 2 contains 19030 members 
Entering Unmasked Estep 
Score: -7249466.000000 Penalty: 3563.322510
	Iteration 27Q: 3 clusters Score -7249466 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38950 members 
Mstep: Class 2 contains 18811 members 
Entering Unmasked Estep 
Score: -7249476.000000 Penalty: 3563.322510
	Iteration 28Q: 3 clusters Score -7249476 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39111 members 
Mstep: Class 2 contains 18650 members 
Entering Unmasked Estep 
Score: -7249491.000000 Penalty: 3563.322510
	Iteration 29Q: 3 clusters Score -7249491 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39245 members 
Mstep: Class 2 contains 18516 members 
Entering Unmasked Estep 
Score: -7249504.000000 Penalty: 3563.322510
	Iteration 30Q: 3 clusters Score -7249504 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39373 members 
Mstep: Class 2 contains 18388 members 
Entering Unmasked Estep 
Score: -7249532.000000 Penalty: 3563.322510
	Iteration 31Q: 3 clusters Score -7249532 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39486 members 
Mstep: Class 2 contains 18275 members 
Entering Unmasked Estep 
Score: -7249545.000000 Penalty: 3563.322510
	Iteration 32Q: 3 clusters Score -7249545 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39590 members 
Mstep: Class 2 contains 18171 members 
Entering Unmasked Estep 
Score: -7249556.000000 Penalty: 3563.322510
	Iteration 33Q: 3 clusters Score -7249556 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39708 members 
Mstep: Class 2 contains 18053 members 
Entering Unmasked Estep 
Score: -7249585.500000 Penalty: 3563.322510
	Iteration 34Q: 3 clusters Score -7249586 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39801 members 
Mstep: Class 2 contains 17960 members 
Entering Unmasked Estep 
Score: -7249570.500000 Penalty: 3563.322510
	Iteration 35Q: 3 clusters Score -7249570 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39892 members 
Mstep: Class 2 contains 17869 members 
Entering Unmasked Estep 
Score: -7249576.500000 Penalty: 3563.322510
	Iteration 36Q: 3 clusters Score -7249576 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39986 members 
Mstep: Class 2 contains 17775 members 
Entering Unmasked Estep 
Score: -7249599.500000 Penalty: 3563.322510
	Iteration 37Q: 3 clusters Score -7249600 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40053 members 
Mstep: Class 2 contains 17708 members 
Entering Unmasked Estep 
Score: -7249598.000000 Penalty: 3563.322510
	Iteration 38Q: 3 clusters Score -7249598 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40113 members 
Mstep: Class 2 contains 17648 members 
Entering Unmasked Estep 
Score: -7249597.000000 Penalty: 3563.322510
	Iteration 39Q: 3 clusters Score -7249597 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40170 members 
Mstep: Class 2 contains 17591 members 
Entering Unmasked Estep 
Score: -7249598.000000 Penalty: 3563.322510
	Iteration 40F: 3 clusters Score -7249598 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40232 members 
Mstep: Class 2 contains 17529 members 
Entering Unmasked Estep 
Score: -7249604.500000 Penalty: 3563.322510
	Iteration 41Q: 3 clusters Score -7249604 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40291 members 
Mstep: Class 2 contains 17470 members 
Entering Unmasked Estep 
Score: -7249621.000000 Penalty: 3563.322510
	Iteration 42Q: 3 clusters Score -7249621 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40346 members 
Mstep: Class 2 contains 17415 members 
Entering Unmasked Estep 
Score: -7249618.500000 Penalty: 3563.322510
	Iteration 43Q: 3 clusters Score -7249618 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40401 members 
Mstep: Class 2 contains 17360 members 
Entering Unmasked Estep 
Score: -7249625.500000 Penalty: 3563.322510
	Iteration 44Q: 3 clusters Score -7249626 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40440 members 
Mstep: Class 2 contains 17321 members 
Entering Unmasked Estep 
Score: -7249616.000000 Penalty: 3563.322510
	Iteration 45Q: 3 clusters Score -7249616 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40474 members 
Mstep: Class 2 contains 17287 members 
Entering Unmasked Estep 
Score: -7249619.500000 Penalty: 3563.322510
	Iteration 46Q: 3 clusters Score -7249620 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40498 members 
Mstep: Class 2 contains 17263 members 
Entering Unmasked Estep 
Score: -7249612.500000 Penalty: 3563.322510
	Iteration 47Q: 3 clusters Score -7249612 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40517 members 
Mstep: Class 2 contains 17244 members 
Entering Unmasked Estep 
Score: -7249615.500000 Penalty: 3563.322510
	Iteration 48Q: 3 clusters Score -7249616 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40530 members 
Mstep: Class 2 contains 17231 members 
Entering Unmasked Estep 
Score: -7249622.500000 Penalty: 3563.322510
	Iteration 49Q: 3 clusters Score -7249622 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40546 members 
Mstep: Class 2 contains 17215 members 
Entering Unmasked Estep 
Score: -7249624.000000 Penalty: 3563.322510
	Iteration 50Q: 3 clusters Score -7249624 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40558 members 
Mstep: Class 2 contains 17203 members 
Entering Unmasked Estep 
Score: -7249627.500000 Penalty: 3563.322510
	Iteration 51Q: 3 clusters Score -7249628 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40582 members 
Mstep: Class 2 contains 17179 members 
Entering Unmasked Estep 
Score: -7249631.500000 Penalty: 3563.322510
	Iteration 52Q: 3 clusters Score -7249632 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40605 members 
Mstep: Class 2 contains 17156 members 
Entering Unmasked Estep 
Score: -7249632.500000 Penalty: 3563.322510
	Iteration 53Q: 3 clusters Score -7249632 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40634 members 
Mstep: Class 2 contains 17127 members 
Entering Unmasked Estep 
Score: -7249632.500000 Penalty: 3563.322510
	Iteration 54Q: 3 clusters Score -7249632 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40657 members 
Mstep: Class 2 contains 17104 members 
Entering Unmasked Estep 
Score: -7249620.500000 Penalty: 3563.322510
	Iteration 55Q: 3 clusters Score -7249620 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40679 members 
Mstep: Class 2 contains 17082 members 
Entering Unmasked Estep 
Score: -7249623.500000 Penalty: 3563.322510
	Iteration 56Q: 3 clusters Score -7249624 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40706 members 
Mstep: Class 2 contains 17055 members 
Entering Unmasked Estep 
Score: -7249623.500000 Penalty: 3563.322510
	Iteration 57Q: 3 clusters Score -7249624 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40730 members 
Mstep: Class 2 contains 17031 members 
Entering Unmasked Estep 
Score: -7249623.000000 Penalty: 3563.322510
	Iteration 58Q: 3 clusters Score -7249623 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40757 members 
Mstep: Class 2 contains 17004 members 
Entering Unmasked Estep 
Score: -7249611.000000 Penalty: 3563.322510
	Iteration 59Q: 3 clusters Score -7249611 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40787 members 
Mstep: Class 2 contains 16974 members 
Entering Unmasked Estep 
Score: -7249632.000000 Penalty: 3563.322510
	Iteration 60F: 3 clusters Score -7249632 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40811 members 
Mstep: Class 2 contains 16950 members 
Entering Unmasked Estep 
Score: -7249632.500000 Penalty: 3563.322510
	Iteration 61Q: 3 clusters Score -7249632 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40840 members 
Mstep: Class 2 contains 16921 members 
Entering Unmasked Estep 
Score: -7249625.500000 Penalty: 3563.322510
	Iteration 62Q: 3 clusters Score -7249626 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40871 members 
Mstep: Class 2 contains 16890 members 
Entering Unmasked Estep 
Score: -7249627.000000 Penalty: 3563.322510
	Iteration 63Q: 3 clusters Score -7249627 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40897 members 
Mstep: Class 2 contains 16864 members 
Entering Unmasked Estep 
Score: -7249619.500000 Penalty: 3563.322510
	Iteration 64Q: 3 clusters Score -7249620 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40920 members 
Mstep: Class 2 contains 16841 members 
Entering Unmasked Estep 
Score: -7249624.000000 Penalty: 3563.322510
	Iteration 65Q: 3 clusters Score -7249624 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40942 members 
Mstep: Class 2 contains 16819 members 
Entering Unmasked Estep 
Score: -7249630.500000 Penalty: 3563.322510
	Iteration 66Q: 3 clusters Score -7249630 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40953 members 
Mstep: Class 2 contains 16808 members 
Entering Unmasked Estep 
Score: -7249624.500000 Penalty: 3563.322510
	Iteration 67Q: 3 clusters Score -7249624 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40966 members 
Mstep: Class 2 contains 16795 members 
Entering Unmasked Estep 
Score: -7249622.000000 Penalty: 3563.322510
	Iteration 68Q: 3 clusters Score -7249622 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40976 members 
Mstep: Class 2 contains 16785 members 
Entering Unmasked Estep 
Score: -7249622.000000 Penalty: 3563.322510
	Iteration 69Q: 3 clusters Score -7249622 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40980 members 
Mstep: Class 2 contains 16781 members 
Entering Unmasked Estep 
Score: -7249628.000000 Penalty: 3563.322510
	Iteration 70Q: 3 clusters Score -7249628 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40984 members 
Mstep: Class 2 contains 16777 members 
Entering Unmasked Estep 
Score: -7249627.000000 Penalty: 3563.322510
	Iteration 71Q: 3 clusters Score -7249627 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40987 members 
Mstep: Class 2 contains 16774 members 
Entering Unmasked Estep 
Score: -7249630.500000 Penalty: 3563.322510
	Iteration 72Q: 3 clusters Score -7249630 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40991 members 
Mstep: Class 2 contains 16770 members 
Entering Unmasked Estep 
Score: -7249624.000000 Penalty: 3563.322510
	Iteration 73Q: 3 clusters Score -7249624 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40994 members 
Mstep: Class 2 contains 16767 members 
Entering Unmasked Estep 
Score: -7249624.000000 Penalty: 3563.322510
	Iteration 74Q: 3 clusters Score -7249624 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41000 members 
Mstep: Class 2 contains 16761 members 
Entering Unmasked Estep 
Score: -7249626.500000 Penalty: 3563.322510
	Iteration 75Q: 3 clusters Score -7249626 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41009 members 
Mstep: Class 2 contains 16752 members 
Entering Unmasked Estep 
Score: -7249632.000000 Penalty: 3563.322510
	Iteration 76Q: 3 clusters Score -7249632 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41017 members 
Mstep: Class 2 contains 16744 members 
Entering Unmasked Estep 
Score: -7249636.500000 Penalty: 3563.322510
	Iteration 77Q: 3 clusters Score -7249636 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41025 members 
Mstep: Class 2 contains 16736 members 
Entering Unmasked Estep 
Score: -7249641.000000 Penalty: 3563.322510
	Iteration 78Q: 3 clusters Score -7249641 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41031 members 
Mstep: Class 2 contains 16730 members 
Entering Unmasked Estep 
Score: -7249636.000000 Penalty: 3563.322510
	Iteration 79Q: 3 clusters Score -7249636 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41037 members 
Mstep: Class 2 contains 16724 members 
Entering Unmasked Estep 
Score: -7249638.500000 Penalty: 3563.322510
	Iteration 80F: 3 clusters Score -7249638 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41045 members 
Mstep: Class 2 contains 16716 members 
Entering Unmasked Estep 
Score: -7249636.000000 Penalty: 3563.322510
	Iteration 81Q: 3 clusters Score -7249636 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41051 members 
Mstep: Class 2 contains 16710 members 
Entering Unmasked Estep 
Score: -7249640.500000 Penalty: 3563.322510
	Iteration 82Q: 3 clusters Score -7249640 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41058 members 
Mstep: Class 2 contains 16703 members 
Entering Unmasked Estep 
Score: -7249644.000000 Penalty: 3563.322510
	Iteration 83Q: 3 clusters Score -7249644 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41060 members 
Mstep: Class 2 contains 16701 members 
Entering Unmasked Estep 
Score: -7249642.500000 Penalty: 3563.322510
	Iteration 84Q: 3 clusters Score -7249642 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41061 members 
Mstep: Class 2 contains 16700 members 
Entering Unmasked Estep 
Score: -7249641.000000 Penalty: 3563.322510
	Iteration 85Q: 3 clusters Score -7249641 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41063 members 
Mstep: Class 2 contains 16698 members 
Entering Unmasked Estep 
Score: -7249648.000000 Penalty: 3563.322510
	Iteration 86Q: 3 clusters Score -7249648 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41064 members 
Mstep: Class 2 contains 16697 members 
Entering Unmasked Estep 
Score: -7249649.000000 Penalty: 3563.322510
	Iteration 87Q: 3 clusters Score -7249649 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41065 members 
Mstep: Class 2 contains 16696 members 
Entering Unmasked Estep 
Score: -7249646.500000 Penalty: 3563.322510
	Iteration 88Q: 3 clusters Score -7249646 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41065 members 
Mstep: Class 2 contains 16696 members 
Entering Unmasked Estep 
Score: -7249646.500000 Penalty: 3563.322510
	Iteration 89F: 3 clusters Score -7249646 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 2108 members 
Mstep: Class 3 contains 5182 members 
Mstep: Class 4 contains 41065 members 
Mstep: Class 5 contains 95745 members 
Mstep: Class 6 contains 565 members 
Mstep: Class 7 contains 17834 members 
Mstep: Class 8 contains 153913 members 
Mstep: Class 9 contains 9193 members 
Mstep: Class 10 contains 2780 members 
Mstep: Class 11 contains 4238 members 
Mstep: Class 12 contains 19027 members 
Mstep: Class 13 contains 3324 members 
Mstep: Class 14 contains 4664 members 
Mstep: Class 15 contains 8190 members 
Mstep: Class 16 contains 39454 members 
Mstep: Class 17 contains 58378 members 
Mstep: Class 18 contains 2473 members 
Mstep: Class 19 contains 14434 members 
Mstep: Class 20 contains 40460 members 
Mstep: Class 21 contains 7796 members 
Mstep: Class 22 contains 12475 members 
Mstep: Class 23 contains 5709 members 
Mstep: Class 24 contains 37367 members 
Mstep: Class 25 contains 9182 members 
Mstep: Class 26 contains 3381 members 
Mstep: Class 27 contains 9322 members 
Mstep: Class 28 contains 14222 members 
Mstep: Class 29 contains 12558 members 
Mstep: Class 30 contains 14236 members 
Mstep: Class 31 contains 47802 members 
Mstep: Class 32 contains 42395 members 
Mstep: Class 33 contains 20007 members 
Mstep: Class 34 contains 2089 members 
Mstep: Class 35 contains 13552 members 
Mstep: Class 36 contains 2610 members 
Mstep: Class 37 contains 1574 members 
Mstep: Class 38 contains 18087 members 
Mstep: Class 39 contains 1217 members 
Mstep: Class 40 contains 16696 members 
Entering Unmasked Estep 
Score: -100271784.000000 Penalty: 88515.882812
Splitting cluster 4 changes total score from -100270784.000000 to -100271784.000000
So it's getting split into cluster 40.
Entering ConstructFrom: 
Trying to split cluster 5 (95745 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95745 members 
Entering Unmasked Estep 
Score: -12093403.000000 Penalty: 1863.784546
	Iteration 0F: 2 clusters Score -1.20934e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47643 members 
Mstep: Class 2 contains 48102 members 
Entering Unmasked Estep 
Score: -12029909.000000 Penalty: 3727.569092
	Iteration 0F: 3 clusters Score -1.202991e+07 nChanged 45746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43637 members 
Mstep: Class 2 contains 52108 members 
Entering Unmasked Estep 
Score: -12056891.000000 Penalty: 3727.569092
	Iteration 1F: 3 clusters Score -1.205689e+07 nChanged 4567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40890 members 
Mstep: Class 2 contains 54855 members 
Entering Unmasked Estep 
Score: -12058829.000000 Penalty: 3727.569092
	Iteration 2Q: 3 clusters Score -1.205883e+07 nChanged 5874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36760 members 
Mstep: Class 2 contains 58985 members 
Entering Unmasked Estep 
Score: -12062231.000000 Penalty: 3727.569092
	Iteration 3F: 3 clusters Score -1.206223e+07 nChanged 7188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31416 members 
Mstep: Class 2 contains 64329 members 
Entering Unmasked Estep 
Score: -12067275.000000 Penalty: 3727.569092
	Iteration 4F: 3 clusters Score -1.206728e+07 nChanged 7604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25734 members 
Mstep: Class 2 contains 70011 members 
Entering Unmasked Estep 
Score: -12072601.000000 Penalty: 3727.569092
	Iteration 5F: 3 clusters Score -1.20726e+07 nChanged 6485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20677 members 
Mstep: Class 2 contains 75068 members 
Entering Unmasked Estep 
Score: -12076754.000000 Penalty: 3727.569092
	Iteration 6F: 3 clusters Score -1.207675e+07 nChanged 5071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16324 members 
Mstep: Class 2 contains 79421 members 
Entering Unmasked Estep 
Score: -12079988.000000 Penalty: 3727.569092
	Iteration 7F: 3 clusters Score -1.207999e+07 nChanged 4208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12344 members 
Mstep: Class 2 contains 83401 members 
Entering Unmasked Estep 
Score: -12082911.000000 Penalty: 3727.569092
	Iteration 8Q: 3 clusters Score -1.208291e+07 nChanged 3579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8819 members 
Mstep: Class 2 contains 86926 members 
Entering Unmasked Estep 
Score: -12085486.000000 Penalty: 3727.569092
	Iteration 9Q: 3 clusters Score -1.208549e+07 nChanged 3021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5800 members 
Mstep: Class 2 contains 89945 members 
Entering Unmasked Estep 
Score: -12087728.000000 Penalty: 3727.569092
	Iteration 10Q: 3 clusters Score -1.208773e+07 nChanged 2227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 92170 members 
Entering Unmasked Estep 
Score: -12089480.000000 Penalty: 3727.569092
	Iteration 11Q: 3 clusters Score -1.208948e+07 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 93580 members 
Entering Unmasked Estep 
Score: -12090474.000000 Penalty: 3727.569092
	Iteration 12Q: 3 clusters Score -1.209047e+07 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 94398 members 
Entering Unmasked Estep 
Score: -12091038.000000 Penalty: 3727.569092
	Iteration 13Q: 3 clusters Score -1.209104e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 94806 members 
Entering Unmasked Estep 
Score: -12091307.000000 Penalty: 3727.569092
	Iteration 14Q: 3 clusters Score -1.209131e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 95034 members 
Entering Unmasked Estep 
Score: -12091493.000000 Penalty: 3727.569092
	Iteration 15Q: 3 clusters Score -1.209149e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 95156 members 
Entering Unmasked Estep 
Score: -12091552.000000 Penalty: 3727.569092
	Iteration 16Q: 3 clusters Score -1.209155e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 95218 members 
Entering Unmasked Estep 
Score: -12091614.000000 Penalty: 3727.569092
	Iteration 17Q: 3 clusters Score -1.209161e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 95246 members 
Entering Unmasked Estep 
Score: -12091647.000000 Penalty: 3727.569092
	Iteration 18Q: 3 clusters Score -1.209165e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 95269 members 
Entering Unmasked Estep 
Score: -12091665.000000 Penalty: 3727.569092
	Iteration 19Q: 3 clusters Score -1.209166e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 95287 members 
Entering Unmasked Estep 
Score: -12091697.000000 Penalty: 3727.569092
	Iteration 20F: 3 clusters Score -1.20917e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 95304 members 
Entering Unmasked Estep 
Score: -12091715.000000 Penalty: 3727.569092
	Iteration 21Q: 3 clusters Score -1.209172e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 95324 members 
Entering Unmasked Estep 
Score: -12091769.000000 Penalty: 3727.569092
	Iteration 22Q: 3 clusters Score -1.209177e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 95337 members 
Entering Unmasked Estep 
Score: -12091790.000000 Penalty: 3727.569092
	Iteration 23Q: 3 clusters Score -1.209179e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 95346 members 
Entering Unmasked Estep 
Score: -12091807.000000 Penalty: 3727.569092
	Iteration 24Q: 3 clusters Score -1.209181e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 95352 members 
Entering Unmasked Estep 
Score: -12091807.000000 Penalty: 3727.569092
	Iteration 25Q: 3 clusters Score -1.209181e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 95360 members 
Entering Unmasked Estep 
Score: -12091825.000000 Penalty: 3727.569092
	Iteration 26Q: 3 clusters Score -1.209182e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 95363 members 
Entering Unmasked Estep 
Score: -12091827.000000 Penalty: 3727.569092
	Iteration 27Q: 3 clusters Score -1.209183e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 95363 members 
Entering Unmasked Estep 
Score: -12091833.000000 Penalty: 3727.569092
	Iteration 28Q: 3 clusters Score -1.209183e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 95363 members 
Entering Unmasked Estep 
Score: -12091833.000000 Penalty: 3727.569092
	Iteration 29F: 3 clusters Score -1.209183e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (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: -61038.429688 Penalty: 1029.734253
	Iteration 0F: 2 clusters Score -61038.43 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 265 members 
Entering Unmasked Estep 
Score: -60015.113281 Penalty: 2059.468506
	Iteration 0F: 3 clusters Score -60015.11 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -60237.710938 Penalty: 2059.468506
	Iteration 1F: 3 clusters Score -60237.71 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -60355.011719 Penalty: 2059.468506
	Iteration 2F: 3 clusters Score -60355.01 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -60417.132812 Penalty: 2059.468506
	Iteration 3Q: 3 clusters Score -60417.13 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -60523.792969 Penalty: 2059.468506
	Iteration 4Q: 3 clusters Score -60523.79 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -60627.164062 Penalty: 2059.468506
	Iteration 5F: 3 clusters Score -60627.16 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -60708.253906 Penalty: 2059.468506
	Iteration 6F: 3 clusters Score -60708.25 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -60763.769531 Penalty: 2059.468506
	Iteration 7Q: 3 clusters Score -60763.77 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -60797.953125 Penalty: 2059.468506
	Iteration 8Q: 3 clusters Score -60797.95 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -60809.343750 Penalty: 2059.468506
	Iteration 9Q: 3 clusters Score -60809.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -60817.191406 Penalty: 2059.468506
	Iteration 10Q: 3 clusters Score -60817.19 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -60819.285156 Penalty: 2059.468506
	Iteration 11Q: 3 clusters Score -60819.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -60819.960938 Penalty: 2059.468506
	Iteration 12Q: 3 clusters Score -60819.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -60821.574219 Penalty: 2059.468506
	Iteration 13Q: 3 clusters Score -60821.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -60823.140625 Penalty: 2059.468506
	Iteration 14Q: 3 clusters Score -60823.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -60823.140625 Penalty: 2059.468506
	Iteration 15F: 3 clusters Score -60823.14 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (17834 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17834 members 
Entering Unmasked Estep 
Score: -2264252.000000 Penalty: 1590.690063
	Iteration 0F: 2 clusters Score -2264252 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8847 members 
Mstep: Class 2 contains 8987 members 
Entering Unmasked Estep 
Score: -2252116.500000 Penalty: 3181.380127
	Iteration 0F: 3 clusters Score -2252116 nChanged 7963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8292 members 
Mstep: Class 2 contains 9542 members 
Entering Unmasked Estep 
Score: -2256381.750000 Penalty: 3181.380127
	Iteration 1F: 3 clusters Score -2256382 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7975 members 
Mstep: Class 2 contains 9859 members 
Entering Unmasked Estep 
Score: -2256737.500000 Penalty: 3181.380127
	Iteration 2F: 3 clusters Score -2256738 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7503 members 
Mstep: Class 2 contains 10331 members 
Entering Unmasked Estep 
Score: -2257114.750000 Penalty: 3181.380127
	Iteration 3F: 3 clusters Score -2257115 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6848 members 
Mstep: Class 2 contains 10986 members 
Entering Unmasked Estep 
Score: -2257548.250000 Penalty: 3181.380127
	Iteration 4F: 3 clusters Score -2257548 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6001 members 
Mstep: Class 2 contains 11833 members 
Entering Unmasked Estep 
Score: -2258210.250000 Penalty: 3181.380127
	Iteration 5F: 3 clusters Score -2258210 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 12867 members 
Entering Unmasked Estep 
Score: -2259103.750000 Penalty: 3181.380127
	Iteration 6F: 3 clusters Score -2259104 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 13958 members 
Entering Unmasked Estep 
Score: -2260121.250000 Penalty: 3181.380127
	Iteration 7F: 3 clusters Score -2260121 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 14868 members 
Entering Unmasked Estep 
Score: -2261102.250000 Penalty: 3181.380127
	Iteration 8F: 3 clusters Score -2261102 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 15573 members 
Entering Unmasked Estep 
Score: -2261921.250000 Penalty: 3181.380127
	Iteration 9Q: 3 clusters Score -2261921 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 15970 members 
Entering Unmasked Estep 
Score: -2262565.750000 Penalty: 3181.380127
	Iteration 10Q: 3 clusters Score -2262566 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 16124 members 
Entering Unmasked Estep 
Score: -2263034.750000 Penalty: 3181.380127
	Iteration 11Q: 3 clusters Score -2263035 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 16156 members 
Entering Unmasked Estep 
Score: -2263378.250000 Penalty: 3181.380127
	Iteration 12Q: 3 clusters Score -2263378 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 16161 members 
Entering Unmasked Estep 
Score: -2263591.750000 Penalty: 3181.380127
	Iteration 13Q: 3 clusters Score -2263592 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 16188 members 
Entering Unmasked Estep 
Score: -2263698.000000 Penalty: 3181.380127
	Iteration 14Q: 3 clusters Score -2263698 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 16220 members 
Entering Unmasked Estep 
Score: -2263763.750000 Penalty: 3181.380127
	Iteration 15Q: 3 clusters Score -2263764 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 16241 members 
Entering Unmasked Estep 
Score: -2263809.000000 Penalty: 3181.380127
	Iteration 16Q: 3 clusters Score -2263809 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 16259 members 
Entering Unmasked Estep 
Score: -2263833.750000 Penalty: 3181.380127
	Iteration 17Q: 3 clusters Score -2263834 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 16269 members 
Entering Unmasked Estep 
Score: -2263848.500000 Penalty: 3181.380127
	Iteration 18Q: 3 clusters Score -2263848 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 16280 members 
Entering Unmasked Estep 
Score: -2263858.000000 Penalty: 3181.380127
	Iteration 19Q: 3 clusters Score -2263858 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 16287 members 
Entering Unmasked Estep 
Score: -2263863.000000 Penalty: 3181.380127
	Iteration 20F: 3 clusters Score -2263863 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 16290 members 
Entering Unmasked Estep 
Score: -2263866.250000 Penalty: 3181.380127
	Iteration 21Q: 3 clusters Score -2263866 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 16294 members 
Entering Unmasked Estep 
Score: -2263871.000000 Penalty: 3181.380127
	Iteration 22Q: 3 clusters Score -2263871 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 16301 members 
Entering Unmasked Estep 
Score: -2263870.750000 Penalty: 3181.380127
	Iteration 23Q: 3 clusters Score -2263871 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 16309 members 
Entering Unmasked Estep 
Score: -2263877.750000 Penalty: 3181.380127
	Iteration 24Q: 3 clusters Score -2263878 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 16322 members 
Entering Unmasked Estep 
Score: -2263882.500000 Penalty: 3181.380127
	Iteration 25Q: 3 clusters Score -2263882 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 16332 members 
Entering Unmasked Estep 
Score: -2263886.750000 Penalty: 3181.380127
	Iteration 26Q: 3 clusters Score -2263887 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 16344 members 
Entering Unmasked Estep 
Score: -2263887.000000 Penalty: 3181.380127
	Iteration 27Q: 3 clusters Score -2263887 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 16350 members 
Entering Unmasked Estep 
Score: -2263890.500000 Penalty: 3181.380127
	Iteration 28Q: 3 clusters Score -2263890 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 16351 members 
Entering Unmasked Estep 
Score: -2263892.500000 Penalty: 3181.380127
	Iteration 29Q: 3 clusters Score -2263892 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 16350 members 
Entering Unmasked Estep 
Score: -2263889.750000 Penalty: 3181.380127
	Iteration 30Q: 3 clusters Score -2263890 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 16353 members 
Entering Unmasked Estep 
Score: -2263891.500000 Penalty: 3181.380127
	Iteration 31Q: 3 clusters Score -2263892 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 16354 members 
Entering Unmasked Estep 
Score: -2263895.250000 Penalty: 3181.380127
	Iteration 32Q: 3 clusters Score -2263895 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 16355 members 
Entering Unmasked Estep 
Score: -2263892.500000 Penalty: 3181.380127
	Iteration 33Q: 3 clusters Score -2263892 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 16356 members 
Entering Unmasked Estep 
Score: -2263891.500000 Penalty: 3181.380127
	Iteration 34Q: 3 clusters Score -2263892 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 16356 members 
Entering Unmasked Estep 
Score: -2263891.500000 Penalty: 3181.380127
	Iteration 35F: 3 clusters Score -2263892 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (153913 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153913 members 
Entering Unmasked Estep 
Score: -19699438.000000 Penalty: 1940.923096
	Iteration 0F: 2 clusters Score -1.969944e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77144 members 
Mstep: Class 2 contains 76769 members 
Entering Unmasked Estep 
Score: -19617340.000000 Penalty: 3881.846191
	Iteration 0F: 3 clusters Score -1.961734e+07 nChanged 74223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79363 members 
Mstep: Class 2 contains 74550 members 
Entering Unmasked Estep 
Score: -19661112.000000 Penalty: 3881.846191
	Iteration 1F: 3 clusters Score -1.966111e+07 nChanged 4519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80140 members 
Mstep: Class 2 contains 73773 members 
Entering Unmasked Estep 
Score: -19662120.000000 Penalty: 3881.846191
	Iteration 2Q: 3 clusters Score -1.966212e+07 nChanged 5193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81113 members 
Mstep: Class 2 contains 72800 members 
Entering Unmasked Estep 
Score: -19663772.000000 Penalty: 3881.846191
	Iteration 3Q: 3 clusters Score -1.966377e+07 nChanged 6064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82141 members 
Mstep: Class 2 contains 71772 members 
Entering Unmasked Estep 
Score: -19665978.000000 Penalty: 3881.846191
	Iteration 4Q: 3 clusters Score -1.966598e+07 nChanged 7158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83499 members 
Mstep: Class 2 contains 70414 members 
Entering Unmasked Estep 
Score: -19669388.000000 Penalty: 3881.846191
	Iteration 5Q: 3 clusters Score -1.966939e+07 nChanged 8238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85169 members 
Mstep: Class 2 contains 68744 members 
Entering Unmasked Estep 
Score: -19673476.000000 Penalty: 3881.846191
	Iteration 6F: 3 clusters Score -1.967348e+07 nChanged 8628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87375 members 
Mstep: Class 2 contains 66538 members 
Entering Unmasked Estep 
Score: -19677776.000000 Penalty: 3881.846191
	Iteration 7F: 3 clusters Score -1.967778e+07 nChanged 8315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90136 members 
Mstep: Class 2 contains 63777 members 
Entering Unmasked Estep 
Score: -19681840.000000 Penalty: 3881.846191
	Iteration 8F: 3 clusters Score -1.968184e+07 nChanged 7222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93224 members 
Mstep: Class 2 contains 60689 members 
Entering Unmasked Estep 
Score: -19685152.000000 Penalty: 3881.846191
	Iteration 9Q: 3 clusters Score -1.968515e+07 nChanged 6140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96648 members 
Mstep: Class 2 contains 57265 members 
Entering Unmasked Estep 
Score: -19687218.000000 Penalty: 3881.846191
	Iteration 10Q: 3 clusters Score -1.968722e+07 nChanged 5170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100370 members 
Mstep: Class 2 contains 53543 members 
Entering Unmasked Estep 
Score: -19689016.000000 Penalty: 3881.846191
	Iteration 11Q: 3 clusters Score -1.968902e+07 nChanged 4803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104535 members 
Mstep: Class 2 contains 49378 members 
Entering Unmasked Estep 
Score: -19690676.000000 Penalty: 3881.846191
	Iteration 12Q: 3 clusters Score -1.969068e+07 nChanged 4866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109131 members 
Mstep: Class 2 contains 44782 members 
Entering Unmasked Estep 
Score: -19692366.000000 Penalty: 3881.846191
	Iteration 13Q: 3 clusters Score -1.969237e+07 nChanged 5027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114074 members 
Mstep: Class 2 contains 39839 members 
Entering Unmasked Estep 
Score: -19694158.000000 Penalty: 3881.846191
	Iteration 14Q: 3 clusters Score -1.969416e+07 nChanged 5139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119179 members 
Mstep: Class 2 contains 34734 members 
Entering Unmasked Estep 
Score: -19695940.000000 Penalty: 3881.846191
	Iteration 15Q: 3 clusters Score -1.969594e+07 nChanged 5023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124168 members 
Mstep: Class 2 contains 29745 members 
Entering Unmasked Estep 
Score: -19697678.000000 Penalty: 3881.846191
	Iteration 16Q: 3 clusters Score -1.969768e+07 nChanged 4623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128781 members 
Mstep: Class 2 contains 25132 members 
Entering Unmasked Estep 
Score: -19698934.000000 Penalty: 3881.846191
	Iteration 17Q: 3 clusters Score -1.969893e+07 nChanged 4251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133020 members 
Mstep: Class 2 contains 20893 members 
Entering Unmasked Estep 
Score: -19699840.000000 Penalty: 3881.846191
	Iteration 18Q: 3 clusters Score -1.969984e+07 nChanged 3588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136596 members 
Mstep: Class 2 contains 17317 members 
Entering Unmasked Estep 
Score: -19700422.000000 Penalty: 3881.846191
	Iteration 19Q: 3 clusters Score -1.970042e+07 nChanged 3050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139626 members 
Mstep: Class 2 contains 14287 members 
Entering Unmasked Estep 
Score: -19700746.000000 Penalty: 3881.846191
	Iteration 20F: 3 clusters Score -1.970075e+07 nChanged 2502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142122 members 
Mstep: Class 2 contains 11791 members 
Entering Unmasked Estep 
Score: -19700882.000000 Penalty: 3881.846191
	Iteration 21Q: 3 clusters Score -1.970088e+07 nChanged 1988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144092 members 
Mstep: Class 2 contains 9821 members 
Entering Unmasked Estep 
Score: -19700896.000000 Penalty: 3881.846191
	Iteration 22Q: 3 clusters Score -1.97009e+07 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145612 members 
Mstep: Class 2 contains 8301 members 
Entering Unmasked Estep 
Score: -19700840.000000 Penalty: 3881.846191
	Iteration 23Q: 3 clusters Score -1.970084e+07 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146783 members 
Mstep: Class 2 contains 7130 members 
Entering Unmasked Estep 
Score: -19700624.000000 Penalty: 3881.846191
	Iteration 24Q: 3 clusters Score -1.970062e+07 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147691 members 
Mstep: Class 2 contains 6222 members 
Entering Unmasked Estep 
Score: -19700462.000000 Penalty: 3881.846191
	Iteration 25Q: 3 clusters Score -1.970046e+07 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148478 members 
Mstep: Class 2 contains 5435 members 
Entering Unmasked Estep 
Score: -19700354.000000 Penalty: 3881.846191
	Iteration 26Q: 3 clusters Score -1.970035e+07 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149068 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -19700266.000000 Penalty: 3881.846191
	Iteration 27Q: 3 clusters Score -1.970027e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149555 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -19700244.000000 Penalty: 3881.846191
	Iteration 28Q: 3 clusters Score -1.970024e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149962 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -19700274.000000 Penalty: 3881.846191
	Iteration 29Q: 3 clusters Score -1.970027e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150309 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -19700200.000000 Penalty: 3881.846191
	Iteration 30Q: 3 clusters Score -1.97002e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150571 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -19700166.000000 Penalty: 3881.846191
	Iteration 31Q: 3 clusters Score -1.970017e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150788 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -19700086.000000 Penalty: 3881.846191
	Iteration 32Q: 3 clusters Score -1.970009e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150959 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -19700084.000000 Penalty: 3881.846191
	Iteration 33Q: 3 clusters Score -1.970008e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151086 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -19700022.000000 Penalty: 3881.846191
	Iteration 34Q: 3 clusters Score -1.970002e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151197 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -19700024.000000 Penalty: 3881.846191
	Iteration 35Q: 3 clusters Score -1.970002e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151283 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -19700040.000000 Penalty: 3881.846191
	Iteration 36Q: 3 clusters Score -1.970004e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151347 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -19700016.000000 Penalty: 3881.846191
	Iteration 37Q: 3 clusters Score -1.970002e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151407 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -19700004.000000 Penalty: 3881.846191
	Iteration 38Q: 3 clusters Score -1.97e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151458 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -19699982.000000 Penalty: 3881.846191
	Iteration 39Q: 3 clusters Score -1.969998e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151488 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -19699964.000000 Penalty: 3881.846191
	Iteration 40F: 3 clusters Score -1.969996e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151516 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -19699954.000000 Penalty: 3881.846191
	Iteration 41Q: 3 clusters Score -1.969995e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151545 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -19699964.000000 Penalty: 3881.846191
	Iteration 42Q: 3 clusters Score -1.969996e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151582 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -19699932.000000 Penalty: 3881.846191
	Iteration 43Q: 3 clusters Score -1.969993e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151613 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -19699888.000000 Penalty: 3881.846191
	Iteration 44Q: 3 clusters Score -1.969989e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151639 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -19699908.000000 Penalty: 3881.846191
	Iteration 45Q: 3 clusters Score -1.969991e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151658 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -19699882.000000 Penalty: 3881.846191
	Iteration 46Q: 3 clusters Score -1.969988e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151677 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -19699892.000000 Penalty: 3881.846191
	Iteration 47Q: 3 clusters Score -1.969989e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151700 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -19699898.000000 Penalty: 3881.846191
	Iteration 48Q: 3 clusters Score -1.96999e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151718 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -19699892.000000 Penalty: 3881.846191
	Iteration 49Q: 3 clusters Score -1.969989e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151732 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -19699890.000000 Penalty: 3881.846191
	Iteration 50Q: 3 clusters Score -1.969989e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151740 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -19699878.000000 Penalty: 3881.846191
	Iteration 51Q: 3 clusters Score -1.969988e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151749 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -19699870.000000 Penalty: 3881.846191
	Iteration 52Q: 3 clusters Score -1.969987e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151761 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -19699878.000000 Penalty: 3881.846191
	Iteration 53Q: 3 clusters Score -1.969988e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151771 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -19699866.000000 Penalty: 3881.846191
	Iteration 54Q: 3 clusters Score -1.969987e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151781 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -19699868.000000 Penalty: 3881.846191
	Iteration 55Q: 3 clusters Score -1.969987e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151793 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -19699868.000000 Penalty: 3881.846191
	Iteration 56Q: 3 clusters Score -1.969987e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151805 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -19699856.000000 Penalty: 3881.846191
	Iteration 57Q: 3 clusters Score -1.969986e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151816 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -19699862.000000 Penalty: 3881.846191
	Iteration 58Q: 3 clusters Score -1.969986e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151820 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -19699854.000000 Penalty: 3881.846191
	Iteration 59Q: 3 clusters Score -1.969985e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151822 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -19699842.000000 Penalty: 3881.846191
	Iteration 60F: 3 clusters Score -1.969984e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151825 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -19699824.000000 Penalty: 3881.846191
	Iteration 61Q: 3 clusters Score -1.969982e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151830 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -19699818.000000 Penalty: 3881.846191
	Iteration 62Q: 3 clusters Score -1.969982e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151833 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -19699822.000000 Penalty: 3881.846191
	Iteration 63Q: 3 clusters Score -1.969982e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151836 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -19699826.000000 Penalty: 3881.846191
	Iteration 64Q: 3 clusters Score -1.969983e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151838 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -19699828.000000 Penalty: 3881.846191
	Iteration 65Q: 3 clusters Score -1.969983e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151836 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -19699824.000000 Penalty: 3881.846191
	Iteration 66Q: 3 clusters Score -1.969982e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151838 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -19699834.000000 Penalty: 3881.846191
	Iteration 67Q: 3 clusters Score -1.969983e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151839 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -19699818.000000 Penalty: 3881.846191
	Iteration 68Q: 3 clusters Score -1.969982e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151841 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -19699818.000000 Penalty: 3881.846191
	Iteration 69Q: 3 clusters Score -1.969982e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151841 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -19699818.000000 Penalty: 3881.846191
	Iteration 70F: 3 clusters Score -1.969982e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 2108 members 
Mstep: Class 3 contains 5182 members 
Mstep: Class 4 contains 41065 members 
Mstep: Class 5 contains 95745 members 
Mstep: Class 6 contains 565 members 
Mstep: Class 7 contains 17834 members 
Mstep: Class 8 contains 151841 members 
Mstep: Class 9 contains 9193 members 
Mstep: Class 10 contains 2780 members 
Mstep: Class 11 contains 4238 members 
Mstep: Class 12 contains 19027 members 
Mstep: Class 13 contains 3324 members 
Mstep: Class 14 contains 4664 members 
Mstep: Class 15 contains 8190 members 
Mstep: Class 16 contains 39454 members 
Mstep: Class 17 contains 58378 members 
Mstep: Class 18 contains 2473 members 
Mstep: Class 19 contains 14434 members 
Mstep: Class 20 contains 40460 members 
Mstep: Class 21 contains 7796 members 
Mstep: Class 22 contains 12475 members 
Mstep: Class 23 contains 5709 members 
Mstep: Class 24 contains 37367 members 
Mstep: Class 25 contains 9182 members 
Mstep: Class 26 contains 3381 members 
Mstep: Class 27 contains 9322 members 
Mstep: Class 28 contains 14222 members 
Mstep: Class 29 contains 12558 members 
Mstep: Class 30 contains 14236 members 
Mstep: Class 31 contains 47802 members 
Mstep: Class 32 contains 42395 members 
Mstep: Class 33 contains 20007 members 
Mstep: Class 34 contains 2089 members 
Mstep: Class 35 contains 13552 members 
Mstep: Class 36 contains 2610 members 
Mstep: Class 37 contains 1574 members 
Mstep: Class 38 contains 18087 members 
Mstep: Class 39 contains 1217 members 
Mstep: Class 40 contains 16696 members 
Mstep: Class 41 contains 2072 members 
Entering Unmasked Estep 
Score: -100272512.000000 Penalty: 90728.781250
Splitting cluster 8 changes total score from -100270784.000000 to -100272512.000000
So it's getting split into cluster 41.
Entering ConstructFrom: 
Trying to split cluster 9 (9193 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9193 members 
Entering Unmasked Estep 
Score: -1118574.000000 Penalty: 1483.007202
	Iteration 0F: 2 clusters Score -1118574 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -1111904.625000 Penalty: 2966.014404
	Iteration 0F: 3 clusters Score -1111905 nChanged 3937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -1114203.000000 Penalty: 2966.014404
	Iteration 1F: 3 clusters Score -1114203 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5240 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -1114618.625000 Penalty: 2966.014404
	Iteration 2F: 3 clusters Score -1114619 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -1114962.750000 Penalty: 2966.014404
	Iteration 3F: 3 clusters Score -1114963 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5641 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -1115223.750000 Penalty: 2966.014404
	Iteration 4F: 3 clusters Score -1115224 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5840 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -1115476.000000 Penalty: 2966.014404
	Iteration 5Q: 3 clusters Score -1115476 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6097 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -1115738.875000 Penalty: 2966.014404
	Iteration 6Q: 3 clusters Score -1115739 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6317 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -1115955.500000 Penalty: 2966.014404
	Iteration 7Q: 3 clusters Score -1115956 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6552 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -1116197.125000 Penalty: 2966.014404
	Iteration 8Q: 3 clusters Score -1116197 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6790 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -1116427.625000 Penalty: 2966.014404
	Iteration 9Q: 3 clusters Score -1116428 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7024 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -1116645.750000 Penalty: 2966.014404
	Iteration 10Q: 3 clusters Score -1116646 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7222 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -1116809.250000 Penalty: 2966.014404
	Iteration 11Q: 3 clusters Score -1116809 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7374 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -1116920.750000 Penalty: 2966.014404
	Iteration 12Q: 3 clusters Score -1116921 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7489 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -1116993.250000 Penalty: 2966.014404
	Iteration 13Q: 3 clusters Score -1116993 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7587 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -1117048.125000 Penalty: 2966.014404
	Iteration 14Q: 3 clusters Score -1117048 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7648 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -1117072.125000 Penalty: 2966.014404
	Iteration 15Q: 3 clusters Score -1117072 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7697 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -1117094.375000 Penalty: 2966.014404
	Iteration 16Q: 3 clusters Score -1117094 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7743 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -1117116.000000 Penalty: 2966.014404
	Iteration 17Q: 3 clusters Score -1117116 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7783 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -1117135.375000 Penalty: 2966.014404
	Iteration 18Q: 3 clusters Score -1117135 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7819 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -1117152.250000 Penalty: 2966.014404
	Iteration 19Q: 3 clusters Score -1117152 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7850 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -1117168.625000 Penalty: 2966.014404
	Iteration 20F: 3 clusters Score -1117169 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7874 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -1117182.250000 Penalty: 2966.014404
	Iteration 21Q: 3 clusters Score -1117182 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7901 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -1117195.375000 Penalty: 2966.014404
	Iteration 22Q: 3 clusters Score -1117195 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7927 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -1117209.875000 Penalty: 2966.014404
	Iteration 23Q: 3 clusters Score -1117210 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7948 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -1117217.875000 Penalty: 2966.014404
	Iteration 24Q: 3 clusters Score -1117218 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7969 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -1117229.625000 Penalty: 2966.014404
	Iteration 25Q: 3 clusters Score -1117230 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7992 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -1117233.000000 Penalty: 2966.014404
	Iteration 26Q: 3 clusters Score -1117233 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8008 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -1117238.750000 Penalty: 2966.014404
	Iteration 27Q: 3 clusters Score -1117239 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8017 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -1117241.250000 Penalty: 2966.014404
	Iteration 28Q: 3 clusters Score -1117241 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8032 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -1117246.125000 Penalty: 2966.014404
	Iteration 29Q: 3 clusters Score -1117246 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8044 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -1117249.625000 Penalty: 2966.014404
	Iteration 30Q: 3 clusters Score -1117250 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8055 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -1117253.875000 Penalty: 2966.014404
	Iteration 31Q: 3 clusters Score -1117254 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8067 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -1117255.750000 Penalty: 2966.014404
	Iteration 32Q: 3 clusters Score -1117256 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8075 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -1117258.875000 Penalty: 2966.014404
	Iteration 33Q: 3 clusters Score -1117259 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8079 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -1117260.000000 Penalty: 2966.014404
	Iteration 34Q: 3 clusters Score -1117260 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8080 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -1117259.250000 Penalty: 2966.014404
	Iteration 35Q: 3 clusters Score -1117259 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8083 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -1117259.750000 Penalty: 2966.014404
	Iteration 36Q: 3 clusters Score -1117260 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8086 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -1117260.250000 Penalty: 2966.014404
	Iteration 37Q: 3 clusters Score -1117260 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8087 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -1117260.250000 Penalty: 2966.014404
	Iteration 38Q: 3 clusters Score -1117260 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8088 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -1117259.875000 Penalty: 2966.014404
	Iteration 39Q: 3 clusters Score -1117260 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8091 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -1117260.875000 Penalty: 2966.014404
	Iteration 40F: 3 clusters Score -1117261 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8096 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -1117260.375000 Penalty: 2966.014404
	Iteration 41Q: 3 clusters Score -1117260 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8104 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -1117264.375000 Penalty: 2966.014404
	Iteration 42Q: 3 clusters Score -1117264 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8109 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -1117266.750000 Penalty: 2966.014404
	Iteration 43Q: 3 clusters Score -1117267 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8113 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -1117269.625000 Penalty: 2966.014404
	Iteration 44Q: 3 clusters Score -1117270 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8113 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -1117270.500000 Penalty: 2966.014404
	Iteration 45Q: 3 clusters Score -1117270 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8119 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -1117271.500000 Penalty: 2966.014404
	Iteration 46Q: 3 clusters Score -1117272 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8121 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -1117271.250000 Penalty: 2966.014404
	Iteration 47Q: 3 clusters Score -1117271 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8121 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -1117272.625000 Penalty: 2966.014404
	Iteration 48Q: 3 clusters Score -1117273 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8122 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -1117269.750000 Penalty: 2966.014404
	Iteration 49Q: 3 clusters Score -1117270 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8123 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -1117269.250000 Penalty: 2966.014404
	Iteration 50Q: 3 clusters Score -1117269 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8123 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -1117269.250000 Penalty: 2966.014404
	Iteration 51F: 3 clusters Score -1117269 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (2780 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Entering Unmasked Estep 
Score: -319290.687500 Penalty: 1288.658569
	Iteration 0F: 2 clusters Score -319290.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -316777.406250 Penalty: 2577.317139
	Iteration 0F: 3 clusters Score -316777.4 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -317780.531250 Penalty: 2577.317139
	Iteration 1F: 3 clusters Score -317780.5 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -318687.781250 Penalty: 2577.317139
	Iteration 2F: 3 clusters Score -318687.8 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -319340.343750 Penalty: 2577.317139
	Iteration 3F: 3 clusters Score -319340.3 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -319722.937500 Penalty: 2577.317139
	Iteration 4F: 3 clusters Score -319722.9 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -319905.125000 Penalty: 2577.317139
	Iteration 5F: 3 clusters Score -319905.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -319999.906250 Penalty: 2577.317139
	Iteration 6Q: 3 clusters Score -319999.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -320057.375000 Penalty: 2577.317139
	Iteration 7Q: 3 clusters Score -320057.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -320107.593750 Penalty: 2577.317139
	Iteration 8Q: 3 clusters Score -320107.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -320151.468750 Penalty: 2577.317139
	Iteration 9Q: 3 clusters Score -320151.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -320199.187500 Penalty: 2577.317139
	Iteration 10Q: 3 clusters Score -320199.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -320263.812500 Penalty: 2577.317139
	Iteration 11Q: 3 clusters Score -320263.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -320337.906250 Penalty: 2577.317139
	Iteration 12Q: 3 clusters Score -320337.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -320423.812500 Penalty: 2577.317139
	Iteration 13Q: 3 clusters Score -320423.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -320504.562500 Penalty: 2577.317139
	Iteration 14Q: 3 clusters Score -320504.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -320580.312500 Penalty: 2577.317139
	Iteration 15Q: 3 clusters Score -320580.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -320642.718750 Penalty: 2577.317139
	Iteration 16Q: 3 clusters Score -320642.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -320685.343750 Penalty: 2577.317139
	Iteration 17Q: 3 clusters Score -320685.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -320701.437500 Penalty: 2577.317139
	Iteration 18Q: 3 clusters Score -320701.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -320709.468750 Penalty: 2577.317139
	Iteration 19Q: 3 clusters Score -320709.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -320713.500000 Penalty: 2577.317139
	Iteration 20F: 3 clusters Score -320713.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -320717.156250 Penalty: 2577.317139
	Iteration 21Q: 3 clusters Score -320717.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -320723.093750 Penalty: 2577.317139
	Iteration 22Q: 3 clusters Score -320723.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -320724.718750 Penalty: 2577.317139
	Iteration 23Q: 3 clusters Score -320724.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -320725.625000 Penalty: 2577.317139
	Iteration 24Q: 3 clusters Score -320725.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -320725.625000 Penalty: 2577.317139
	Iteration 25F: 3 clusters Score -320725.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 2108 members 
Mstep: Class 3 contains 5182 members 
Mstep: Class 4 contains 41065 members 
Mstep: Class 5 contains 95745 members 
Mstep: Class 6 contains 565 members 
Mstep: Class 7 contains 17834 members 
Mstep: Class 8 contains 151841 members 
Mstep: Class 9 contains 9193 members 
Mstep: Class 10 contains 1828 members 
Mstep: Class 11 contains 4238 members 
Mstep: Class 12 contains 19027 members 
Mstep: Class 13 contains 3324 members 
Mstep: Class 14 contains 4664 members 
Mstep: Class 15 contains 8190 members 
Mstep: Class 16 contains 39454 members 
Mstep: Class 17 contains 58378 members 
Mstep: Class 18 contains 2473 members 
Mstep: Class 19 contains 14434 members 
Mstep: Class 20 contains 40460 members 
Mstep: Class 21 contains 7796 members 
Mstep: Class 22 contains 12475 members 
Mstep: Class 23 contains 5709 members 
Mstep: Class 24 contains 37367 members 
Mstep: Class 25 contains 9182 members 
Mstep: Class 26 contains 3381 members 
Mstep: Class 27 contains 9322 members 
Mstep: Class 28 contains 14222 members 
Mstep: Class 29 contains 12558 members 
Mstep: Class 30 contains 14236 members 
Mstep: Class 31 contains 47802 members 
Mstep: Class 32 contains 42395 members 
Mstep: Class 33 contains 20007 members 
Mstep: Class 34 contains 2089 members 
Mstep: Class 35 contains 13552 members 
Mstep: Class 36 contains 2610 members 
Mstep: Class 37 contains 1574 members 
Mstep: Class 38 contains 18087 members 
Mstep: Class 39 contains 1217 members 
Mstep: Class 40 contains 16696 members 
Mstep: Class 41 contains 2072 members 
Mstep: Class 42 contains 952 members 
Entering Unmasked Estep 
Score: -100273104.000000 Penalty: 92941.679688
Splitting cluster 10 changes total score from -100270784.000000 to -100273104.000000
So it's getting split into cluster 42.
Entering ConstructFrom: 
Trying to split cluster 11 (4238 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Entering Unmasked Estep 
Score: -530471.687500 Penalty: 1357.175049
	Iteration 0F: 2 clusters Score -530471.7 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 2100 members 
Entering Unmasked Estep 
Score: -527006.250000 Penalty: 2714.350098
	Iteration 0F: 3 clusters Score -527006.2 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -527984.000000 Penalty: 2714.350098
	Iteration 1F: 3 clusters Score -527984 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -528554.312500 Penalty: 2714.350098
	Iteration 2F: 3 clusters Score -528554.3 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -529259.500000 Penalty: 2714.350098
	Iteration 3F: 3 clusters Score -529259.5 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -529785.312500 Penalty: 2714.350098
	Iteration 4F: 3 clusters Score -529785.3 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -530185.187500 Penalty: 2714.350098
	Iteration 5F: 3 clusters Score -530185.2 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -530468.250000 Penalty: 2714.350098
	Iteration 6F: 3 clusters Score -530468.2 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -530626.812500 Penalty: 2714.350098
	Iteration 7Q: 3 clusters Score -530626.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -530730.437500 Penalty: 2714.350098
	Iteration 8Q: 3 clusters Score -530730.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -530822.062500 Penalty: 2714.350098
	Iteration 9Q: 3 clusters Score -530822.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -530903.562500 Penalty: 2714.350098
	Iteration 10Q: 3 clusters Score -530903.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -530959.687500 Penalty: 2714.350098
	Iteration 11Q: 3 clusters Score -530959.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -530991.562500 Penalty: 2714.350098
	Iteration 12Q: 3 clusters Score -530991.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -531026.937500 Penalty: 2714.350098
	Iteration 13Q: 3 clusters Score -531026.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -531072.062500 Penalty: 2714.350098
	Iteration 14Q: 3 clusters Score -531072.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -531110.812500 Penalty: 2714.350098
	Iteration 15Q: 3 clusters Score -531110.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -531147.750000 Penalty: 2714.350098
	Iteration 16Q: 3 clusters Score -531147.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -531176.062500 Penalty: 2714.350098
	Iteration 17Q: 3 clusters Score -531176.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -531199.312500 Penalty: 2714.350098
	Iteration 18Q: 3 clusters Score -531199.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -531227.562500 Penalty: 2714.350098
	Iteration 19Q: 3 clusters Score -531227.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -531258.312500 Penalty: 2714.350098
	Iteration 20F: 3 clusters Score -531258.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -531280.000000 Penalty: 2714.350098
	Iteration 21Q: 3 clusters Score -531280 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -531293.812500 Penalty: 2714.350098
	Iteration 22Q: 3 clusters Score -531293.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -531299.187500 Penalty: 2714.350098
	Iteration 23Q: 3 clusters Score -531299.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -531303.500000 Penalty: 2714.350098
	Iteration 24Q: 3 clusters Score -531303.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -531304.500000 Penalty: 2714.350098
	Iteration 25Q: 3 clusters Score -531304.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -531304.500000 Penalty: 2714.350098
	Iteration 26F: 3 clusters Score -531304.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 2108 members 
Mstep: Class 3 contains 5182 members 
Mstep: Class 4 contains 41065 members 
Mstep: Class 5 contains 95745 members 
Mstep: Class 6 contains 565 members 
Mstep: Class 7 contains 17834 members 
Mstep: Class 8 contains 151841 members 
Mstep: Class 9 contains 9193 members 
Mstep: Class 10 contains 1828 members 
Mstep: Class 11 contains 411 members 
Mstep: Class 12 contains 19027 members 
Mstep: Class 13 contains 3324 members 
Mstep: Class 14 contains 4664 members 
Mstep: Class 15 contains 8190 members 
Mstep: Class 16 contains 39454 members 
Mstep: Class 17 contains 58378 members 
Mstep: Class 18 contains 2473 members 
Mstep: Class 19 contains 14434 members 
Mstep: Class 20 contains 40460 members 
Mstep: Class 21 contains 7796 members 
Mstep: Class 22 contains 12475 members 
Mstep: Class 23 contains 5709 members 
Mstep: Class 24 contains 37367 members 
Mstep: Class 25 contains 9182 members 
Mstep: Class 26 contains 3381 members 
Mstep: Class 27 contains 9322 members 
Mstep: Class 28 contains 14222 members 
Mstep: Class 29 contains 12558 members 
Mstep: Class 30 contains 14236 members 
Mstep: Class 31 contains 47802 members 
Mstep: Class 32 contains 42395 members 
Mstep: Class 33 contains 20007 members 
Mstep: Class 34 contains 2089 members 
Mstep: Class 35 contains 13552 members 
Mstep: Class 36 contains 2610 members 
Mstep: Class 37 contains 1574 members 
Mstep: Class 38 contains 18087 members 
Mstep: Class 39 contains 1217 members 
Mstep: Class 40 contains 16696 members 
Mstep: Class 41 contains 2072 members 
Mstep: Class 42 contains 952 members 
Mstep: Class 43 contains 3827 members 
Entering Unmasked Estep 
Score: -100273096.000000 Penalty: 95154.578125
Splitting cluster 11 changes total score from -100270784.000000 to -100273096.000000
So it's getting split into cluster 43.
Entering ConstructFrom: 
Trying to split cluster 12 (19027 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19027 members 
Entering Unmasked Estep 
Score: -2370224.500000 Penalty: 1601.212280
	Iteration 0F: 2 clusters Score -2370224 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9517 members 
Mstep: Class 2 contains 9510 members 
Entering Unmasked Estep 
Score: -2357278.750000 Penalty: 3202.424561
	Iteration 0F: 3 clusters Score -2357279 nChanged 8563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9668 members 
Mstep: Class 2 contains 9359 members 
Entering Unmasked Estep 
Score: -2361892.500000 Penalty: 3202.424561
	Iteration 1F: 3 clusters Score -2361892 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9734 members 
Mstep: Class 2 contains 9293 members 
Entering Unmasked Estep 
Score: -2362364.750000 Penalty: 3202.424561
	Iteration 2F: 3 clusters Score -2362365 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9884 members 
Mstep: Class 2 contains 9143 members 
Entering Unmasked Estep 
Score: -2362926.000000 Penalty: 3202.424561
	Iteration 3F: 3 clusters Score -2362926 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10129 members 
Mstep: Class 2 contains 8898 members 
Entering Unmasked Estep 
Score: -2363611.000000 Penalty: 3202.424561
	Iteration 4F: 3 clusters Score -2363611 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10511 members 
Mstep: Class 2 contains 8516 members 
Entering Unmasked Estep 
Score: -2364354.500000 Penalty: 3202.424561
	Iteration 5F: 3 clusters Score -2364354 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10978 members 
Mstep: Class 2 contains 8049 members 
Entering Unmasked Estep 
Score: -2365148.500000 Penalty: 3202.424561
	Iteration 6F: 3 clusters Score -2365148 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11445 members 
Mstep: Class 2 contains 7582 members 
Entering Unmasked Estep 
Score: -2366012.250000 Penalty: 3202.424561
	Iteration 7F: 3 clusters Score -2366012 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11904 members 
Mstep: Class 2 contains 7123 members 
Entering Unmasked Estep 
Score: -2366991.250000 Penalty: 3202.424561
	Iteration 8F: 3 clusters Score -2366991 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12227 members 
Mstep: Class 2 contains 6800 members 
Entering Unmasked Estep 
Score: -2367975.250000 Penalty: 3202.424561
	Iteration 9F: 3 clusters Score -2367975 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12416 members 
Mstep: Class 2 contains 6611 members 
Entering Unmasked Estep 
Score: -2368748.250000 Penalty: 3202.424561
	Iteration 10Q: 3 clusters Score -2368748 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12512 members 
Mstep: Class 2 contains 6515 members 
Entering Unmasked Estep 
Score: -2369278.000000 Penalty: 3202.424561
	Iteration 11Q: 3 clusters Score -2369278 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12533 members 
Mstep: Class 2 contains 6494 members 
Entering Unmasked Estep 
Score: -2369567.750000 Penalty: 3202.424561
	Iteration 12Q: 3 clusters Score -2369568 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12491 members 
Mstep: Class 2 contains 6536 members 
Entering Unmasked Estep 
Score: -2369699.250000 Penalty: 3202.424561
	Iteration 13Q: 3 clusters Score -2369699 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12410 members 
Mstep: Class 2 contains 6617 members 
Entering Unmasked Estep 
Score: -2369761.500000 Penalty: 3202.424561
	Iteration 14Q: 3 clusters Score -2369762 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12340 members 
Mstep: Class 2 contains 6687 members 
Entering Unmasked Estep 
Score: -2369807.000000 Penalty: 3202.424561
	Iteration 15Q: 3 clusters Score -2369807 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12280 members 
Mstep: Class 2 contains 6747 members 
Entering Unmasked Estep 
Score: -2369837.500000 Penalty: 3202.424561
	Iteration 16Q: 3 clusters Score -2369838 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12231 members 
Mstep: Class 2 contains 6796 members 
Entering Unmasked Estep 
Score: -2369861.250000 Penalty: 3202.424561
	Iteration 17Q: 3 clusters Score -2369861 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12185 members 
Mstep: Class 2 contains 6842 members 
Entering Unmasked Estep 
Score: -2369887.250000 Penalty: 3202.424561
	Iteration 18Q: 3 clusters Score -2369887 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12150 members 
Mstep: Class 2 contains 6877 members 
Entering Unmasked Estep 
Score: -2369911.500000 Penalty: 3202.424561
	Iteration 19Q: 3 clusters Score -2369912 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12105 members 
Mstep: Class 2 contains 6922 members 
Entering Unmasked Estep 
Score: -2369918.500000 Penalty: 3202.424561
	Iteration 20F: 3 clusters Score -2369918 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12071 members 
Mstep: Class 2 contains 6956 members 
Entering Unmasked Estep 
Score: -2369926.500000 Penalty: 3202.424561
	Iteration 21Q: 3 clusters Score -2369926 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12046 members 
Mstep: Class 2 contains 6981 members 
Entering Unmasked Estep 
Score: -2369931.500000 Penalty: 3202.424561
	Iteration 22Q: 3 clusters Score -2369932 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12018 members 
Mstep: Class 2 contains 7009 members 
Entering Unmasked Estep 
Score: -2369939.000000 Penalty: 3202.424561
	Iteration 23Q: 3 clusters Score -2369939 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11988 members 
Mstep: Class 2 contains 7039 members 
Entering Unmasked Estep 
Score: -2369943.750000 Penalty: 3202.424561
	Iteration 24Q: 3 clusters Score -2369944 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11973 members 
Mstep: Class 2 contains 7054 members 
Entering Unmasked Estep 
Score: -2369954.750000 Penalty: 3202.424561
	Iteration 25Q: 3 clusters Score -2369955 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11953 members 
Mstep: Class 2 contains 7074 members 
Entering Unmasked Estep 
Score: -2369955.000000 Penalty: 3202.424561
	Iteration 26Q: 3 clusters Score -2369955 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11944 members 
Mstep: Class 2 contains 7083 members 
Entering Unmasked Estep 
Score: -2369952.250000 Penalty: 3202.424561
	Iteration 27Q: 3 clusters Score -2369952 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11934 members 
Mstep: Class 2 contains 7093 members 
Entering Unmasked Estep 
Score: -2369952.250000 Penalty: 3202.424561
	Iteration 28Q: 3 clusters Score -2369952 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11928 members 
Mstep: Class 2 contains 7099 members 
Entering Unmasked Estep 
Score: -2369952.750000 Penalty: 3202.424561
	Iteration 29Q: 3 clusters Score -2369953 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11927 members 
Mstep: Class 2 contains 7100 members 
Entering Unmasked Estep 
Score: -2369952.750000 Penalty: 3202.424561
	Iteration 30Q: 3 clusters Score -2369953 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11926 members 
Mstep: Class 2 contains 7101 members 
Entering Unmasked Estep 
Score: -2369952.250000 Penalty: 3202.424561
	Iteration 31Q: 3 clusters Score -2369952 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11926 members 
Mstep: Class 2 contains 7101 members 
Entering Unmasked Estep 
Score: -2369952.250000 Penalty: 3202.424561
	Iteration 32F: 3 clusters Score -2369952 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (3324 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Entering Unmasked Estep 
Score: -344911.062500 Penalty: 1317.700195
	Iteration 0F: 2 clusters Score -344911.1 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 1641 members 
Entering Unmasked Estep 
Score: -342058.500000 Penalty: 2635.400391
	Iteration 0F: 3 clusters Score -342058.5 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -343164.875000 Penalty: 2635.400391
	Iteration 1F: 3 clusters Score -343164.9 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -343631.000000 Penalty: 2635.400391
	Iteration 2F: 3 clusters Score -343631 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -343979.968750 Penalty: 2635.400391
	Iteration 3F: 3 clusters Score -343980 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -344311.562500 Penalty: 2635.400391
	Iteration 4F: 3 clusters Score -344311.6 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -344672.218750 Penalty: 2635.400391
	Iteration 5F: 3 clusters Score -344672.2 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -344953.437500 Penalty: 2635.400391
	Iteration 6F: 3 clusters Score -344953.4 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -345113.281250 Penalty: 2635.400391
	Iteration 7Q: 3 clusters Score -345113.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -345186.187500 Penalty: 2635.400391
	Iteration 8Q: 3 clusters Score -345186.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -345217.500000 Penalty: 2635.400391
	Iteration 9Q: 3 clusters Score -345217.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -345235.468750 Penalty: 2635.400391
	Iteration 10Q: 3 clusters Score -345235.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -345247.375000 Penalty: 2635.400391
	Iteration 11Q: 3 clusters Score -345247.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -345259.062500 Penalty: 2635.400391
	Iteration 12Q: 3 clusters Score -345259.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -345270.562500 Penalty: 2635.400391
	Iteration 13Q: 3 clusters Score -345270.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -345276.812500 Penalty: 2635.400391
	Iteration 14Q: 3 clusters Score -345276.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -345285.375000 Penalty: 2635.400391
	Iteration 15Q: 3 clusters Score -345285.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -345291.593750 Penalty: 2635.400391
	Iteration 16Q: 3 clusters Score -345291.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -345292.437500 Penalty: 2635.400391
	Iteration 17Q: 3 clusters Score -345292.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -345292.843750 Penalty: 2635.400391
	Iteration 18Q: 3 clusters Score -345292.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -345293.875000 Penalty: 2635.400391
	Iteration 19Q: 3 clusters Score -345293.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -345293.875000 Penalty: 2635.400391
	Iteration 20F: 3 clusters Score -345293.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 2108 members 
Mstep: Class 3 contains 5182 members 
Mstep: Class 4 contains 41065 members 
Mstep: Class 5 contains 95745 members 
Mstep: Class 6 contains 565 members 
Mstep: Class 7 contains 17834 members 
Mstep: Class 8 contains 151841 members 
Mstep: Class 9 contains 9193 members 
Mstep: Class 10 contains 1828 members 
Mstep: Class 11 contains 411 members 
Mstep: Class 12 contains 19027 members 
Mstep: Class 13 contains 1211 members 
Mstep: Class 14 contains 4664 members 
Mstep: Class 15 contains 8190 members 
Mstep: Class 16 contains 39454 members 
Mstep: Class 17 contains 58378 members 
Mstep: Class 18 contains 2473 members 
Mstep: Class 19 contains 14434 members 
Mstep: Class 20 contains 40460 members 
Mstep: Class 21 contains 7796 members 
Mstep: Class 22 contains 12475 members 
Mstep: Class 23 contains 5709 members 
Mstep: Class 24 contains 37367 members 
Mstep: Class 25 contains 9182 members 
Mstep: Class 26 contains 3381 members 
Mstep: Class 27 contains 9322 members 
Mstep: Class 28 contains 14222 members 
Mstep: Class 29 contains 12558 members 
Mstep: Class 30 contains 14236 members 
Mstep: Class 31 contains 47802 members 
Mstep: Class 32 contains 42395 members 
Mstep: Class 33 contains 20007 members 
Mstep: Class 34 contains 2089 members 
Mstep: Class 35 contains 13552 members 
Mstep: Class 36 contains 2610 members 
Mstep: Class 37 contains 1574 members 
Mstep: Class 38 contains 18087 members 
Mstep: Class 39 contains 1217 members 
Mstep: Class 40 contains 16696 members 
Mstep: Class 41 contains 2072 members 
Mstep: Class 42 contains 952 members 
Mstep: Class 43 contains 3827 members 
Mstep: Class 44 contains 2113 members 
Entering Unmasked Estep 
Score: -100272592.000000 Penalty: 97367.476562
Splitting cluster 13 changes total score from -100270784.000000 to -100272592.000000
So it's getting split into cluster 44.
Entering ConstructFrom: 
Trying to split cluster 14 (4664 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Entering Unmasked Estep 
Score: -570936.375000 Penalty: 1372.739746
	Iteration 0F: 2 clusters Score -570936.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -567161.562500 Penalty: 2745.479492
	Iteration 0F: 3 clusters Score -567161.6 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -568367.375000 Penalty: 2745.479492
	Iteration 1F: 3 clusters Score -568367.4 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -568736.125000 Penalty: 2745.479492
	Iteration 2F: 3 clusters Score -568736.1 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -569048.687500 Penalty: 2745.479492
	Iteration 3F: 3 clusters Score -569048.7 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -569330.312500 Penalty: 2745.479492
	Iteration 4F: 3 clusters Score -569330.3 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -569556.187500 Penalty: 2745.479492
	Iteration 5F: 3 clusters Score -569556.2 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -569778.187500 Penalty: 2745.479492
	Iteration 6F: 3 clusters Score -569778.2 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -570004.875000 Penalty: 2745.479492
	Iteration 7Q: 3 clusters Score -570004.9 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -570237.812500 Penalty: 2745.479492
	Iteration 8Q: 3 clusters Score -570237.8 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -570416.875000 Penalty: 2745.479492
	Iteration 9Q: 3 clusters Score -570416.9 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -570513.312500 Penalty: 2745.479492
	Iteration 10Q: 3 clusters Score -570513.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -570567.125000 Penalty: 2745.479492
	Iteration 11Q: 3 clusters Score -570567.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -570600.937500 Penalty: 2745.479492
	Iteration 12Q: 3 clusters Score -570600.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -570636.250000 Penalty: 2745.479492
	Iteration 13Q: 3 clusters Score -570636.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -570683.812500 Penalty: 2745.479492
	Iteration 14Q: 3 clusters Score -570683.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -570727.312500 Penalty: 2745.479492
	Iteration 15Q: 3 clusters Score -570727.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -570764.375000 Penalty: 2745.479492
	Iteration 16Q: 3 clusters Score -570764.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -570785.625000 Penalty: 2745.479492
	Iteration 17Q: 3 clusters Score -570785.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -570796.312500 Penalty: 2745.479492
	Iteration 18Q: 3 clusters Score -570796.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -570807.125000 Penalty: 2745.479492
	Iteration 19Q: 3 clusters Score -570807.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -570816.750000 Penalty: 2745.479492
	Iteration 20F: 3 clusters Score -570816.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -570823.500000 Penalty: 2745.479492
	Iteration 21Q: 3 clusters Score -570823.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -570835.375000 Penalty: 2745.479492
	Iteration 22Q: 3 clusters Score -570835.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -570842.937500 Penalty: 2745.479492
	Iteration 23Q: 3 clusters Score -570842.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -570850.500000 Penalty: 2745.479492
	Iteration 24Q: 3 clusters Score -570850.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -570862.125000 Penalty: 2745.479492
	Iteration 25Q: 3 clusters Score -570862.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -570873.375000 Penalty: 2745.479492
	Iteration 26Q: 3 clusters Score -570873.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -570883.875000 Penalty: 2745.479492
	Iteration 27Q: 3 clusters Score -570883.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -570893.625000 Penalty: 2745.479492
	Iteration 28Q: 3 clusters Score -570893.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -570905.250000 Penalty: 2745.479492
	Iteration 29Q: 3 clusters Score -570905.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -570916.687500 Penalty: 2745.479492
	Iteration 30Q: 3 clusters Score -570916.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -570923.812500 Penalty: 2745.479492
	Iteration 31Q: 3 clusters Score -570923.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -570928.812500 Penalty: 2745.479492
	Iteration 32Q: 3 clusters Score -570928.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -570933.250000 Penalty: 2745.479492
	Iteration 33Q: 3 clusters Score -570933.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -570935.812500 Penalty: 2745.479492
	Iteration 34Q: 3 clusters Score -570935.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -570939.312500 Penalty: 2745.479492
	Iteration 35Q: 3 clusters Score -570939.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -570942.562500 Penalty: 2745.479492
	Iteration 36Q: 3 clusters Score -570942.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -570943.062500 Penalty: 2745.479492
	Iteration 37Q: 3 clusters Score -570943.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -570946.500000 Penalty: 2745.479492
	Iteration 38Q: 3 clusters Score -570946.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -570950.437500 Penalty: 2745.479492
	Iteration 39Q: 3 clusters Score -570950.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -570954.000000 Penalty: 2745.479492
	Iteration 40F: 3 clusters Score -570954 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -570955.750000 Penalty: 2745.479492
	Iteration 41Q: 3 clusters Score -570955.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -570959.625000 Penalty: 2745.479492
	Iteration 42Q: 3 clusters Score -570959.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -570959.937500 Penalty: 2745.479492
	Iteration 43Q: 3 clusters Score -570959.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -570961.687500 Penalty: 2745.479492
	Iteration 44Q: 3 clusters Score -570961.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -570963.000000 Penalty: 2745.479492
	Iteration 45Q: 3 clusters Score -570963 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -570963.750000 Penalty: 2745.479492
	Iteration 46Q: 3 clusters Score -570963.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -570963.937500 Penalty: 2745.479492
	Iteration 47Q: 3 clusters Score -570963.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -570962.937500 Penalty: 2745.479492
	Iteration 48Q: 3 clusters Score -570962.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -570962.937500 Penalty: 2745.479492
	Iteration 49F: 3 clusters Score -570962.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 2108 members 
Mstep: Class 3 contains 5182 members 
Mstep: Class 4 contains 41065 members 
Mstep: Class 5 contains 95745 members 
Mstep: Class 6 contains 565 members 
Mstep: Class 7 contains 17834 members 
Mstep: Class 8 contains 151841 members 
Mstep: Class 9 contains 9193 members 
Mstep: Class 10 contains 1828 members 
Mstep: Class 11 contains 411 members 
Mstep: Class 12 contains 19027 members 
Mstep: Class 13 contains 1211 members 
Mstep: Class 14 contains 1404 members 
Mstep: Class 15 contains 8190 members 
Mstep: Class 16 contains 39454 members 
Mstep: Class 17 contains 58378 members 
Mstep: Class 18 contains 2473 members 
Mstep: Class 19 contains 14434 members 
Mstep: Class 20 contains 40460 members 
Mstep: Class 21 contains 7796 members 
Mstep: Class 22 contains 12475 members 
Mstep: Class 23 contains 5709 members 
Mstep: Class 24 contains 37367 members 
Mstep: Class 25 contains 9182 members 
Mstep: Class 26 contains 3381 members 
Mstep: Class 27 contains 9322 members 
Mstep: Class 28 contains 14222 members 
Mstep: Class 29 contains 12558 members 
Mstep: Class 30 contains 14236 members 
Mstep: Class 31 contains 47802 members 
Mstep: Class 32 contains 42395 members 
Mstep: Class 33 contains 20007 members 
Mstep: Class 34 contains 2089 members 
Mstep: Class 35 contains 13552 members 
Mstep: Class 36 contains 2610 members 
Mstep: Class 37 contains 1574 members 
Mstep: Class 38 contains 18087 members 
Mstep: Class 39 contains 1217 members 
Mstep: Class 40 contains 16696 members 
Mstep: Class 41 contains 2072 members 
Mstep: Class 42 contains 952 members 
Mstep: Class 43 contains 3827 members 
Mstep: Class 44 contains 2113 members 
Mstep: Class 45 contains 3260 members 
Entering Unmasked Estep 
Score: -100271992.000000 Penalty: 99580.367188
Splitting cluster 14 changes total score from -100270784.000000 to -100271992.000000
So it's getting split into cluster 45.
Entering ConstructFrom: 
Trying to split cluster 15 (8190 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8190 members 
Entering Unmasked Estep 
Score: -1031143.250000 Penalty: 1464.233643
	Iteration 0F: 2 clusters Score -1031143 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -1025173.250000 Penalty: 2928.467285
	Iteration 0F: 3 clusters Score -1025173 nChanged 3426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -1027025.125000 Penalty: 2928.467285
	Iteration 1F: 3 clusters Score -1027025 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -1027304.750000 Penalty: 2928.467285
	Iteration 2F: 3 clusters Score -1027305 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -1027531.062500 Penalty: 2928.467285
	Iteration 3F: 3 clusters Score -1027531 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -1027777.375000 Penalty: 2928.467285
	Iteration 4F: 3 clusters Score -1027777 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -1028000.312500 Penalty: 2928.467285
	Iteration 5Q: 3 clusters Score -1028000 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -1028192.000000 Penalty: 2928.467285
	Iteration 6Q: 3 clusters Score -1028192 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -1028385.375000 Penalty: 2928.467285
	Iteration 7Q: 3 clusters Score -1028385 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -1028601.937500 Penalty: 2928.467285
	Iteration 8Q: 3 clusters Score -1028602 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -1028808.437500 Penalty: 2928.467285
	Iteration 9Q: 3 clusters Score -1028808 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -1029008.000000 Penalty: 2928.467285
	Iteration 10Q: 3 clusters Score -1029008 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -1029195.312500 Penalty: 2928.467285
	Iteration 11Q: 3 clusters Score -1029195 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -1029431.062500 Penalty: 2928.467285
	Iteration 12Q: 3 clusters Score -1029431 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5537 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -1029659.812500 Penalty: 2928.467285
	Iteration 13Q: 3 clusters Score -1029660 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5671 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -1029845.250000 Penalty: 2928.467285
	Iteration 14Q: 3 clusters Score -1029845 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5764 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -1029979.000000 Penalty: 2928.467285
	Iteration 15Q: 3 clusters Score -1029979 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5828 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -1030049.187500 Penalty: 2928.467285
	Iteration 16Q: 3 clusters Score -1030049 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5866 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -1030116.062500 Penalty: 2928.467285
	Iteration 17Q: 3 clusters Score -1030116 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5880 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -1030171.125000 Penalty: 2928.467285
	Iteration 18Q: 3 clusters Score -1030171 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5900 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -1030211.125000 Penalty: 2928.467285
	Iteration 19Q: 3 clusters Score -1030211 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5910 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -1030241.687500 Penalty: 2928.467285
	Iteration 20F: 3 clusters Score -1030242 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5916 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -1030266.562500 Penalty: 2928.467285
	Iteration 21Q: 3 clusters Score -1030267 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5924 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -1030287.187500 Penalty: 2928.467285
	Iteration 22Q: 3 clusters Score -1030287 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5925 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -1030298.875000 Penalty: 2928.467285
	Iteration 23Q: 3 clusters Score -1030299 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5919 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -1030306.500000 Penalty: 2928.467285
	Iteration 24Q: 3 clusters Score -1030306 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5907 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -1030320.812500 Penalty: 2928.467285
	Iteration 25Q: 3 clusters Score -1030321 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5898 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -1030332.187500 Penalty: 2928.467285
	Iteration 26Q: 3 clusters Score -1030332 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5894 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -1030338.437500 Penalty: 2928.467285
	Iteration 27Q: 3 clusters Score -1030338 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5883 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -1030351.437500 Penalty: 2928.467285
	Iteration 28Q: 3 clusters Score -1030351 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5869 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -1030361.437500 Penalty: 2928.467285
	Iteration 29Q: 3 clusters Score -1030361 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5841 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -1030370.625000 Penalty: 2928.467285
	Iteration 30Q: 3 clusters Score -1030371 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5812 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -1030381.437500 Penalty: 2928.467285
	Iteration 31Q: 3 clusters Score -1030381 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5793 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -1030387.375000 Penalty: 2928.467285
	Iteration 32Q: 3 clusters Score -1030387 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5779 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -1030403.062500 Penalty: 2928.467285
	Iteration 33Q: 3 clusters Score -1030403 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5765 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -1030419.250000 Penalty: 2928.467285
	Iteration 34Q: 3 clusters Score -1030419 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5747 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -1030439.750000 Penalty: 2928.467285
	Iteration 35Q: 3 clusters Score -1030440 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5720 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -1030461.250000 Penalty: 2928.467285
	Iteration 36Q: 3 clusters Score -1030461 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5693 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -1030485.937500 Penalty: 2928.467285
	Iteration 37Q: 3 clusters Score -1030486 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5660 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -1030502.937500 Penalty: 2928.467285
	Iteration 38Q: 3 clusters Score -1030503 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5645 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -1030513.812500 Penalty: 2928.467285
	Iteration 39Q: 3 clusters Score -1030514 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5615 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -1030523.687500 Penalty: 2928.467285
	Iteration 40F: 3 clusters Score -1030524 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5588 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -1030532.875000 Penalty: 2928.467285
	Iteration 41Q: 3 clusters Score -1030533 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5571 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -1030537.000000 Penalty: 2928.467285
	Iteration 42Q: 3 clusters Score -1030537 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5551 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -1030540.750000 Penalty: 2928.467285
	Iteration 43Q: 3 clusters Score -1030541 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5527 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -1030548.750000 Penalty: 2928.467285
	Iteration 44Q: 3 clusters Score -1030549 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5502 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -1030551.875000 Penalty: 2928.467285
	Iteration 45Q: 3 clusters Score -1030552 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5480 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -1030559.187500 Penalty: 2928.467285
	Iteration 46Q: 3 clusters Score -1030559 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5464 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -1030565.500000 Penalty: 2928.467285
	Iteration 47Q: 3 clusters Score -1030566 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5450 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -1030570.500000 Penalty: 2928.467285
	Iteration 48Q: 3 clusters Score -1030570 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5436 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -1030573.625000 Penalty: 2928.467285
	Iteration 49Q: 3 clusters Score -1030574 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -1030578.187500 Penalty: 2928.467285
	Iteration 50Q: 3 clusters Score -1030578 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5405 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -1030578.500000 Penalty: 2928.467285
	Iteration 51Q: 3 clusters Score -1030578 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5388 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -1030580.375000 Penalty: 2928.467285
	Iteration 52Q: 3 clusters Score -1030580 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5375 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -1030585.625000 Penalty: 2928.467285
	Iteration 53Q: 3 clusters Score -1030586 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -1030586.875000 Penalty: 2928.467285
	Iteration 54Q: 3 clusters Score -1030587 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -1030589.562500 Penalty: 2928.467285
	Iteration 55Q: 3 clusters Score -1030590 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -1030590.937500 Penalty: 2928.467285
	Iteration 56Q: 3 clusters Score -1030591 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5324 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -1030594.312500 Penalty: 2928.467285
	Iteration 57Q: 3 clusters Score -1030594 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -1030597.375000 Penalty: 2928.467285
	Iteration 58Q: 3 clusters Score -1030597 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -1030598.437500 Penalty: 2928.467285
	Iteration 59Q: 3 clusters Score -1030598 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -1030598.250000 Penalty: 2928.467285
	Iteration 60F: 3 clusters Score -1030598 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5296 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -1030600.562500 Penalty: 2928.467285
	Iteration 61Q: 3 clusters Score -1030601 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5296 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -1030600.562500 Penalty: 2928.467285
	Iteration 62F: 3 clusters Score -1030601 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (39454 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39454 members 
Entering Unmasked Estep 
Score: -4993605.500000 Penalty: 1719.719727
	Iteration 0F: 2 clusters Score -4993606 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19836 members 
Mstep: Class 2 contains 19618 members 
Entering Unmasked Estep 
Score: -4967200.000000 Penalty: 3439.439453
	Iteration 0F: 3 clusters Score -4967200 nChanged 18304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21420 members 
Mstep: Class 2 contains 18034 members 
Entering Unmasked Estep 
Score: -4977913.000000 Penalty: 3439.439453
	Iteration 1F: 3 clusters Score -4977913 nChanged 1986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22498 members 
Mstep: Class 2 contains 16956 members 
Entering Unmasked Estep 
Score: -4978667.500000 Penalty: 3439.439453
	Iteration 2F: 3 clusters Score -4978668 nChanged 2216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23976 members 
Mstep: Class 2 contains 15478 members 
Entering Unmasked Estep 
Score: -4979761.500000 Penalty: 3439.439453
	Iteration 3F: 3 clusters Score -4979762 nChanged 2551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25945 members 
Mstep: Class 2 contains 13509 members 
Entering Unmasked Estep 
Score: -4981212.500000 Penalty: 3439.439453
	Iteration 4F: 3 clusters Score -4981212 nChanged 2775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28266 members 
Mstep: Class 2 contains 11188 members 
Entering Unmasked Estep 
Score: -4983012.500000 Penalty: 3439.439453
	Iteration 5F: 3 clusters Score -4983012 nChanged 2686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30698 members 
Mstep: Class 2 contains 8756 members 
Entering Unmasked Estep 
Score: -4984888.500000 Penalty: 3439.439453
	Iteration 6F: 3 clusters Score -4984888 nChanged 2415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32987 members 
Mstep: Class 2 contains 6467 members 
Entering Unmasked Estep 
Score: -4986656.500000 Penalty: 3439.439453
	Iteration 7F: 3 clusters Score -4986656 nChanged 2053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35008 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -4988274.500000 Penalty: 3439.439453
	Iteration 8F: 3 clusters Score -4988274 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36619 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -4989642.500000 Penalty: 3439.439453
	Iteration 9Q: 3 clusters Score -4989642 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37794 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -4990682.000000 Penalty: 3439.439453
	Iteration 10Q: 3 clusters Score -4990682 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38512 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -4991335.500000 Penalty: 3439.439453
	Iteration 11Q: 3 clusters Score -4991336 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38873 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -4991681.000000 Penalty: 3439.439453
	Iteration 12Q: 3 clusters Score -4991681 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39040 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -4991861.500000 Penalty: 3439.439453
	Iteration 13Q: 3 clusters Score -4991862 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39116 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -4991954.000000 Penalty: 3439.439453
	Iteration 14Q: 3 clusters Score -4991954 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39157 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -4992020.000000 Penalty: 3439.439453
	Iteration 15Q: 3 clusters Score -4992020 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39176 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -4992045.500000 Penalty: 3439.439453
	Iteration 16Q: 3 clusters Score -4992046 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39190 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -4992078.500000 Penalty: 3439.439453
	Iteration 17Q: 3 clusters Score -4992078 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39196 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -4992103.500000 Penalty: 3439.439453
	Iteration 18Q: 3 clusters Score -4992104 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39204 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -4992124.500000 Penalty: 3439.439453
	Iteration 19Q: 3 clusters Score -4992124 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39214 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -4992139.500000 Penalty: 3439.439453
	Iteration 20F: 3 clusters Score -4992140 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39215 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -4992157.500000 Penalty: 3439.439453
	Iteration 21Q: 3 clusters Score -4992158 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39217 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -4992158.000000 Penalty: 3439.439453
	Iteration 22Q: 3 clusters Score -4992158 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39219 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -4992161.000000 Penalty: 3439.439453
	Iteration 23Q: 3 clusters Score -4992161 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39222 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -4992168.500000 Penalty: 3439.439453
	Iteration 24Q: 3 clusters Score -4992168 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39221 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -4992174.500000 Penalty: 3439.439453
	Iteration 25Q: 3 clusters Score -4992174 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39224 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -4992182.000000 Penalty: 3439.439453
	Iteration 26Q: 3 clusters Score -4992182 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39226 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -4992176.500000 Penalty: 3439.439453
	Iteration 27Q: 3 clusters Score -4992176 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39226 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -4992176.500000 Penalty: 3439.439453
	Iteration 28F: 3 clusters Score -4992176 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (58378 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58378 members 
Entering Unmasked Estep 
Score: -7387852.000000 Penalty: 1783.387817
	Iteration 0F: 2 clusters Score -7387852 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29111 members 
Mstep: Class 2 contains 29267 members 
Entering Unmasked Estep 
Score: -7348727.500000 Penalty: 3566.775635
	Iteration 0F: 3 clusters Score -7348728 nChanged 27414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28089 members 
Mstep: Class 2 contains 30289 members 
Entering Unmasked Estep 
Score: -7364381.500000 Penalty: 3566.775635
	Iteration 1F: 3 clusters Score -7364382 nChanged 2247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27500 members 
Mstep: Class 2 contains 30878 members 
Entering Unmasked Estep 
Score: -7365040.500000 Penalty: 3566.775635
	Iteration 2Q: 3 clusters Score -7365040 nChanged 2268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26608 members 
Mstep: Class 2 contains 31770 members 
Entering Unmasked Estep 
Score: -7365895.000000 Penalty: 3566.775635
	Iteration 3Q: 3 clusters Score -7365895 nChanged 2472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25280 members 
Mstep: Class 2 contains 33098 members 
Entering Unmasked Estep 
Score: -7366948.000000 Penalty: 3566.775635
	Iteration 4Q: 3 clusters Score -7366948 nChanged 2865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23481 members 
Mstep: Class 2 contains 34897 members 
Entering Unmasked Estep 
Score: -7368468.500000 Penalty: 3566.775635
	Iteration 5Q: 3 clusters Score -7368468 nChanged 3272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21163 members 
Mstep: Class 2 contains 37215 members 
Entering Unmasked Estep 
Score: -7370561.000000 Penalty: 3566.775635
	Iteration 6F: 3 clusters Score -7370561 nChanged 3588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18431 members 
Mstep: Class 2 contains 39947 members 
Entering Unmasked Estep 
Score: -7373196.500000 Penalty: 3566.775635
	Iteration 7F: 3 clusters Score -7373196 nChanged 3556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15675 members 
Mstep: Class 2 contains 42703 members 
Entering Unmasked Estep 
Score: -7375866.000000 Penalty: 3566.775635
	Iteration 8F: 3 clusters Score -7375866 nChanged 3091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13250 members 
Mstep: Class 2 contains 45128 members 
Entering Unmasked Estep 
Score: -7378286.000000 Penalty: 3566.775635
	Iteration 9F: 3 clusters Score -7378286 nChanged 2482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11312 members 
Mstep: Class 2 contains 47066 members 
Entering Unmasked Estep 
Score: -7380296.000000 Penalty: 3566.775635
	Iteration 10Q: 3 clusters Score -7380296 nChanged 1911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9847 members 
Mstep: Class 2 contains 48531 members 
Entering Unmasked Estep 
Score: -7381769.000000 Penalty: 3566.775635
	Iteration 11Q: 3 clusters Score -7381769 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8709 members 
Mstep: Class 2 contains 49669 members 
Entering Unmasked Estep 
Score: -7382778.000000 Penalty: 3566.775635
	Iteration 12Q: 3 clusters Score -7382778 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7779 members 
Mstep: Class 2 contains 50599 members 
Entering Unmasked Estep 
Score: -7383540.000000 Penalty: 3566.775635
	Iteration 13Q: 3 clusters Score -7383540 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7060 members 
Mstep: Class 2 contains 51318 members 
Entering Unmasked Estep 
Score: -7384014.000000 Penalty: 3566.775635
	Iteration 14Q: 3 clusters Score -7384014 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6463 members 
Mstep: Class 2 contains 51915 members 
Entering Unmasked Estep 
Score: -7384388.500000 Penalty: 3566.775635
	Iteration 15Q: 3 clusters Score -7384388 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5979 members 
Mstep: Class 2 contains 52399 members 
Entering Unmasked Estep 
Score: -7384677.000000 Penalty: 3566.775635
	Iteration 16Q: 3 clusters Score -7384677 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5563 members 
Mstep: Class 2 contains 52815 members 
Entering Unmasked Estep 
Score: -7384863.500000 Penalty: 3566.775635
	Iteration 17Q: 3 clusters Score -7384864 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5196 members 
Mstep: Class 2 contains 53182 members 
Entering Unmasked Estep 
Score: -7385000.000000 Penalty: 3566.775635
	Iteration 18Q: 3 clusters Score -7385000 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 53513 members 
Entering Unmasked Estep 
Score: -7385126.500000 Penalty: 3566.775635
	Iteration 19Q: 3 clusters Score -7385126 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 53819 members 
Entering Unmasked Estep 
Score: -7385216.000000 Penalty: 3566.775635
	Iteration 20F: 3 clusters Score -7385216 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 54091 members 
Entering Unmasked Estep 
Score: -7385321.000000 Penalty: 3566.775635
	Iteration 21Q: 3 clusters Score -7385321 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 54327 members 
Entering Unmasked Estep 
Score: -7385393.500000 Penalty: 3566.775635
	Iteration 22Q: 3 clusters Score -7385394 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 54552 members 
Entering Unmasked Estep 
Score: -7385460.000000 Penalty: 3566.775635
	Iteration 23Q: 3 clusters Score -7385460 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 54771 members 
Entering Unmasked Estep 
Score: -7385511.500000 Penalty: 3566.775635
	Iteration 24Q: 3 clusters Score -7385512 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 54990 members 
Entering Unmasked Estep 
Score: -7385558.500000 Penalty: 3566.775635
	Iteration 25Q: 3 clusters Score -7385558 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 55183 members 
Entering Unmasked Estep 
Score: -7385615.500000 Penalty: 3566.775635
	Iteration 26Q: 3 clusters Score -7385616 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 55377 members 
Entering Unmasked Estep 
Score: -7385658.500000 Penalty: 3566.775635
	Iteration 27Q: 3 clusters Score -7385658 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 55529 members 
Entering Unmasked Estep 
Score: -7385714.000000 Penalty: 3566.775635
	Iteration 28Q: 3 clusters Score -7385714 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 55651 members 
Entering Unmasked Estep 
Score: -7385729.500000 Penalty: 3566.775635
	Iteration 29Q: 3 clusters Score -7385730 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 55773 members 
Entering Unmasked Estep 
Score: -7385756.000000 Penalty: 3566.775635
	Iteration 30Q: 3 clusters Score -7385756 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 55905 members 
Entering Unmasked Estep 
Score: -7385805.000000 Penalty: 3566.775635
	Iteration 31Q: 3 clusters Score -7385805 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 56027 members 
Entering Unmasked Estep 
Score: -7385824.500000 Penalty: 3566.775635
	Iteration 32Q: 3 clusters Score -7385824 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 56128 members 
Entering Unmasked Estep 
Score: -7385866.500000 Penalty: 3566.775635
	Iteration 33Q: 3 clusters Score -7385866 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 56228 members 
Entering Unmasked Estep 
Score: -7385891.500000 Penalty: 3566.775635
	Iteration 34Q: 3 clusters Score -7385892 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 56341 members 
Entering Unmasked Estep 
Score: -7385930.500000 Penalty: 3566.775635
	Iteration 35Q: 3 clusters Score -7385930 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 56439 members 
Entering Unmasked Estep 
Score: -7385948.500000 Penalty: 3566.775635
	Iteration 36Q: 3 clusters Score -7385948 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 56536 members 
Entering Unmasked Estep 
Score: -7385969.000000 Penalty: 3566.775635
	Iteration 37Q: 3 clusters Score -7385969 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 56612 members 
Entering Unmasked Estep 
Score: -7385974.000000 Penalty: 3566.775635
	Iteration 38Q: 3 clusters Score -7385974 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 56683 members 
Entering Unmasked Estep 
Score: -7385989.500000 Penalty: 3566.775635
	Iteration 39Q: 3 clusters Score -7385990 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 56762 members 
Entering Unmasked Estep 
Score: -7386019.500000 Penalty: 3566.775635
	Iteration 40F: 3 clusters Score -7386020 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 56839 members 
Entering Unmasked Estep 
Score: -7386056.000000 Penalty: 3566.775635
	Iteration 41Q: 3 clusters Score -7386056 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 56896 members 
Entering Unmasked Estep 
Score: -7386070.000000 Penalty: 3566.775635
	Iteration 42Q: 3 clusters Score -7386070 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 56947 members 
Entering Unmasked Estep 
Score: -7386084.500000 Penalty: 3566.775635
	Iteration 43Q: 3 clusters Score -7386084 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 57001 members 
Entering Unmasked Estep 
Score: -7386108.000000 Penalty: 3566.775635
	Iteration 44Q: 3 clusters Score -7386108 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 57037 members 
Entering Unmasked Estep 
Score: -7386125.000000 Penalty: 3566.775635
	Iteration 45Q: 3 clusters Score -7386125 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 57062 members 
Entering Unmasked Estep 
Score: -7386144.000000 Penalty: 3566.775635
	Iteration 46Q: 3 clusters Score -7386144 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 57084 members 
Entering Unmasked Estep 
Score: -7386149.000000 Penalty: 3566.775635
	Iteration 47Q: 3 clusters Score -7386149 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 57104 members 
Entering Unmasked Estep 
Score: -7386162.000000 Penalty: 3566.775635
	Iteration 48Q: 3 clusters Score -7386162 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 57131 members 
Entering Unmasked Estep 
Score: -7386175.000000 Penalty: 3566.775635
	Iteration 49Q: 3 clusters Score -7386175 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 57159 members 
Entering Unmasked Estep 
Score: -7386179.500000 Penalty: 3566.775635
	Iteration 50Q: 3 clusters Score -7386180 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 57181 members 
Entering Unmasked Estep 
Score: -7386196.500000 Penalty: 3566.775635
	Iteration 51Q: 3 clusters Score -7386196 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 57209 members 
Entering Unmasked Estep 
Score: -7386206.000000 Penalty: 3566.775635
	Iteration 52Q: 3 clusters Score -7386206 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 57230 members 
Entering Unmasked Estep 
Score: -7386208.500000 Penalty: 3566.775635
	Iteration 53Q: 3 clusters Score -7386208 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 57250 members 
Entering Unmasked Estep 
Score: -7386208.000000 Penalty: 3566.775635
	Iteration 54Q: 3 clusters Score -7386208 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 57265 members 
Entering Unmasked Estep 
Score: -7386214.000000 Penalty: 3566.775635
	Iteration 55Q: 3 clusters Score -7386214 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 57283 members 
Entering Unmasked Estep 
Score: -7386230.500000 Penalty: 3566.775635
	Iteration 56Q: 3 clusters Score -7386230 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 57301 members 
Entering Unmasked Estep 
Score: -7386228.500000 Penalty: 3566.775635
	Iteration 57Q: 3 clusters Score -7386228 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 57311 members 
Entering Unmasked Estep 
Score: -7386227.000000 Penalty: 3566.775635
	Iteration 58Q: 3 clusters Score -7386227 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 57326 members 
Entering Unmasked Estep 
Score: -7386227.000000 Penalty: 3566.775635
	Iteration 59Q: 3 clusters Score -7386227 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 57341 members 
Entering Unmasked Estep 
Score: -7386231.500000 Penalty: 3566.775635
	Iteration 60F: 3 clusters Score -7386232 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 57355 members 
Entering Unmasked Estep 
Score: -7386247.000000 Penalty: 3566.775635
	Iteration 61Q: 3 clusters Score -7386247 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 57364 members 
Entering Unmasked Estep 
Score: -7386251.000000 Penalty: 3566.775635
	Iteration 62Q: 3 clusters Score -7386251 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 57373 members 
Entering Unmasked Estep 
Score: -7386246.000000 Penalty: 3566.775635
	Iteration 63Q: 3 clusters Score -7386246 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 57379 members 
Entering Unmasked Estep 
Score: -7386241.500000 Penalty: 3566.775635
	Iteration 64Q: 3 clusters Score -7386242 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 57386 members 
Entering Unmasked Estep 
Score: -7386246.500000 Penalty: 3566.775635
	Iteration 65Q: 3 clusters Score -7386246 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 57390 members 
Entering Unmasked Estep 
Score: -7386259.500000 Penalty: 3566.775635
	Iteration 66Q: 3 clusters Score -7386260 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 57392 members 
Entering Unmasked Estep 
Score: -7386261.500000 Penalty: 3566.775635
	Iteration 67Q: 3 clusters Score -7386262 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 57395 members 
Entering Unmasked Estep 
Score: -7386262.500000 Penalty: 3566.775635
	Iteration 68Q: 3 clusters Score -7386262 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 57402 members 
Entering Unmasked Estep 
Score: -7386258.500000 Penalty: 3566.775635
	Iteration 69Q: 3 clusters Score -7386258 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 57409 members 
Entering Unmasked Estep 
Score: -7386256.500000 Penalty: 3566.775635
	Iteration 70Q: 3 clusters Score -7386256 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 57414 members 
Entering Unmasked Estep 
Score: -7386257.000000 Penalty: 3566.775635
	Iteration 71Q: 3 clusters Score -7386257 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 57418 members 
Entering Unmasked Estep 
Score: -7386259.500000 Penalty: 3566.775635
	Iteration 72Q: 3 clusters Score -7386260 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 57421 members 
Entering Unmasked Estep 
Score: -7386259.500000 Penalty: 3566.775635
	Iteration 73Q: 3 clusters Score -7386260 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 57430 members 
Entering Unmasked Estep 
Score: -7386258.500000 Penalty: 3566.775635
	Iteration 74Q: 3 clusters Score -7386258 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 57443 members 
Entering Unmasked Estep 
Score: -7386267.500000 Penalty: 3566.775635
	Iteration 75Q: 3 clusters Score -7386268 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 57452 members 
Entering Unmasked Estep 
Score: -7386275.500000 Penalty: 3566.775635
	Iteration 76Q: 3 clusters Score -7386276 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 57460 members 
Entering Unmasked Estep 
Score: -7386276.000000 Penalty: 3566.775635
	Iteration 77Q: 3 clusters Score -7386276 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 57466 members 
Entering Unmasked Estep 
Score: -7386275.500000 Penalty: 3566.775635
	Iteration 78Q: 3 clusters Score -7386276 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 57471 members 
Entering Unmasked Estep 
Score: -7386273.500000 Penalty: 3566.775635
	Iteration 79Q: 3 clusters Score -7386274 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 57474 members 
Entering Unmasked Estep 
Score: -7386277.500000 Penalty: 3566.775635
	Iteration 80F: 3 clusters Score -7386278 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 57477 members 
Entering Unmasked Estep 
Score: -7386281.000000 Penalty: 3566.775635
	Iteration 81Q: 3 clusters Score -7386281 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 57478 members 
Entering Unmasked Estep 
Score: -7386281.500000 Penalty: 3566.775635
	Iteration 82Q: 3 clusters Score -7386282 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 57479 members 
Entering Unmasked Estep 
Score: -7386277.000000 Penalty: 3566.775635
	Iteration 83Q: 3 clusters Score -7386277 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 57480 members 
Entering Unmasked Estep 
Score: -7386284.500000 Penalty: 3566.775635
	Iteration 84Q: 3 clusters Score -7386284 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 57482 members 
Entering Unmasked Estep 
Score: -7386280.000000 Penalty: 3566.775635
	Iteration 85Q: 3 clusters Score -7386280 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 57489 members 
Entering Unmasked Estep 
Score: -7386279.000000 Penalty: 3566.775635
	Iteration 86Q: 3 clusters Score -7386279 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 57494 members 
Entering Unmasked Estep 
Score: -7386281.000000 Penalty: 3566.775635
	Iteration 87Q: 3 clusters Score -7386281 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 57501 members 
Entering Unmasked Estep 
Score: -7386286.500000 Penalty: 3566.775635
	Iteration 88Q: 3 clusters Score -7386286 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 57506 members 
Entering Unmasked Estep 
Score: -7386297.500000 Penalty: 3566.775635
	Iteration 89Q: 3 clusters Score -7386298 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 57512 members 
Entering Unmasked Estep 
Score: -7386295.000000 Penalty: 3566.775635
	Iteration 90Q: 3 clusters Score -7386295 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 57513 members 
Entering Unmasked Estep 
Score: -7386294.000000 Penalty: 3566.775635
	Iteration 91Q: 3 clusters Score -7386294 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 57516 members 
Entering Unmasked Estep 
Score: -7386293.000000 Penalty: 3566.775635
	Iteration 92Q: 3 clusters Score -7386293 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 57516 members 
Entering Unmasked Estep 
Score: -7386293.000000 Penalty: 3566.775635
	Iteration 93F: 3 clusters Score -7386293 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (2473 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Entering Unmasked Estep 
Score: -298536.281250 Penalty: 1269.642944
	Iteration 0F: 2 clusters Score -298536.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -296181.031250 Penalty: 2539.285889
	Iteration 0F: 3 clusters Score -296181 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -296729.812500 Penalty: 2539.285889
	Iteration 1F: 3 clusters Score -296729.8 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -296912.500000 Penalty: 2539.285889
	Iteration 2F: 3 clusters Score -296912.5 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -297028.500000 Penalty: 2539.285889
	Iteration 3F: 3 clusters Score -297028.5 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -297116.187500 Penalty: 2539.285889
	Iteration 4Q: 3 clusters Score -297116.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -297207.500000 Penalty: 2539.285889
	Iteration 5Q: 3 clusters Score -297207.5 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -297314.312500 Penalty: 2539.285889
	Iteration 6Q: 3 clusters Score -297314.3 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -297433.281250 Penalty: 2539.285889
	Iteration 7Q: 3 clusters Score -297433.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -297526.312500 Penalty: 2539.285889
	Iteration 8Q: 3 clusters Score -297526.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -297606.312500 Penalty: 2539.285889
	Iteration 9Q: 3 clusters Score -297606.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -297678.343750 Penalty: 2539.285889
	Iteration 10Q: 3 clusters Score -297678.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -297746.375000 Penalty: 2539.285889
	Iteration 11Q: 3 clusters Score -297746.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -297807.531250 Penalty: 2539.285889
	Iteration 12Q: 3 clusters Score -297807.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -297836.437500 Penalty: 2539.285889
	Iteration 13Q: 3 clusters Score -297836.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -297856.343750 Penalty: 2539.285889
	Iteration 14Q: 3 clusters Score -297856.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -297868.406250 Penalty: 2539.285889
	Iteration 15Q: 3 clusters Score -297868.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -297873.468750 Penalty: 2539.285889
	Iteration 16Q: 3 clusters Score -297873.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -297875.312500 Penalty: 2539.285889
	Iteration 17Q: 3 clusters Score -297875.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -297876.875000 Penalty: 2539.285889
	Iteration 18Q: 3 clusters Score -297876.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -297877.687500 Penalty: 2539.285889
	Iteration 19Q: 3 clusters Score -297877.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -297881.031250 Penalty: 2539.285889
	Iteration 20F: 3 clusters Score -297881 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -297884.812500 Penalty: 2539.285889
	Iteration 21Q: 3 clusters Score -297884.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -297887.687500 Penalty: 2539.285889
	Iteration 22Q: 3 clusters Score -297887.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -297889.875000 Penalty: 2539.285889
	Iteration 23Q: 3 clusters Score -297889.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -297890.875000 Penalty: 2539.285889
	Iteration 24Q: 3 clusters Score -297890.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -297891.218750 Penalty: 2539.285889
	Iteration 25Q: 3 clusters Score -297891.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -297891.218750 Penalty: 2539.285889
	Iteration 26F: 3 clusters Score -297891.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (14434 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14434 members 
Entering Unmasked Estep 
Score: -1677791.625000 Penalty: 1556.318115
	Iteration 0F: 2 clusters Score -1677792 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7115 members 
Mstep: Class 2 contains 7319 members 
Entering Unmasked Estep 
Score: -1667779.250000 Penalty: 3112.636230
	Iteration 0F: 3 clusters Score -1667779 nChanged 6451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6944 members 
Mstep: Class 2 contains 7490 members 
Entering Unmasked Estep 
Score: -1671805.625000 Penalty: 3112.636230
	Iteration 1F: 3 clusters Score -1671806 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6807 members 
Mstep: Class 2 contains 7627 members 
Entering Unmasked Estep 
Score: -1672688.625000 Penalty: 3112.636230
	Iteration 2F: 3 clusters Score -1672689 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6560 members 
Mstep: Class 2 contains 7874 members 
Entering Unmasked Estep 
Score: -1673472.125000 Penalty: 3112.636230
	Iteration 3F: 3 clusters Score -1673472 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6289 members 
Mstep: Class 2 contains 8145 members 
Entering Unmasked Estep 
Score: -1673996.375000 Penalty: 3112.636230
	Iteration 4F: 3 clusters Score -1673996 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6026 members 
Mstep: Class 2 contains 8408 members 
Entering Unmasked Estep 
Score: -1674336.000000 Penalty: 3112.636230
	Iteration 5F: 3 clusters Score -1674336 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5776 members 
Mstep: Class 2 contains 8658 members 
Entering Unmasked Estep 
Score: -1674588.875000 Penalty: 3112.636230
	Iteration 6Q: 3 clusters Score -1674589 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 8925 members 
Entering Unmasked Estep 
Score: -1674779.125000 Penalty: 3112.636230
	Iteration 7Q: 3 clusters Score -1674779 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5219 members 
Mstep: Class 2 contains 9215 members 
Entering Unmasked Estep 
Score: -1674957.750000 Penalty: 3112.636230
	Iteration 8Q: 3 clusters Score -1674958 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 9532 members 
Entering Unmasked Estep 
Score: -1675121.625000 Penalty: 3112.636230
	Iteration 9Q: 3 clusters Score -1675122 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 9839 members 
Entering Unmasked Estep 
Score: -1675266.750000 Penalty: 3112.636230
	Iteration 10Q: 3 clusters Score -1675267 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 10111 members 
Entering Unmasked Estep 
Score: -1675395.625000 Penalty: 3112.636230
	Iteration 11Q: 3 clusters Score -1675396 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 10392 members 
Entering Unmasked Estep 
Score: -1675507.500000 Penalty: 3112.636230
	Iteration 12Q: 3 clusters Score -1675508 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 10685 members 
Entering Unmasked Estep 
Score: -1675643.000000 Penalty: 3112.636230
	Iteration 13Q: 3 clusters Score -1675643 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 11009 members 
Entering Unmasked Estep 
Score: -1675783.625000 Penalty: 3112.636230
	Iteration 14Q: 3 clusters Score -1675784 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 11308 members 
Entering Unmasked Estep 
Score: -1675934.875000 Penalty: 3112.636230
	Iteration 15Q: 3 clusters Score -1675935 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 11581 members 
Entering Unmasked Estep 
Score: -1676071.375000 Penalty: 3112.636230
	Iteration 16Q: 3 clusters Score -1676071 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 11827 members 
Entering Unmasked Estep 
Score: -1676192.625000 Penalty: 3112.636230
	Iteration 17Q: 3 clusters Score -1676193 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 12073 members 
Entering Unmasked Estep 
Score: -1676323.375000 Penalty: 3112.636230
	Iteration 18Q: 3 clusters Score -1676323 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 12289 members 
Entering Unmasked Estep 
Score: -1676418.750000 Penalty: 3112.636230
	Iteration 19Q: 3 clusters Score -1676419 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 12497 members 
Entering Unmasked Estep 
Score: -1676523.625000 Penalty: 3112.636230
	Iteration 20F: 3 clusters Score -1676524 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 12669 members 
Entering Unmasked Estep 
Score: -1676602.750000 Penalty: 3112.636230
	Iteration 21Q: 3 clusters Score -1676603 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 12819 members 
Entering Unmasked Estep 
Score: -1676667.625000 Penalty: 3112.636230
	Iteration 22Q: 3 clusters Score -1676668 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 12950 members 
Entering Unmasked Estep 
Score: -1676725.375000 Penalty: 3112.636230
	Iteration 23Q: 3 clusters Score -1676725 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 13065 members 
Entering Unmasked Estep 
Score: -1676785.125000 Penalty: 3112.636230
	Iteration 24Q: 3 clusters Score -1676785 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 13173 members 
Entering Unmasked Estep 
Score: -1676842.500000 Penalty: 3112.636230
	Iteration 25Q: 3 clusters Score -1676842 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 13264 members 
Entering Unmasked Estep 
Score: -1676893.250000 Penalty: 3112.636230
	Iteration 26Q: 3 clusters Score -1676893 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 13326 members 
Entering Unmasked Estep 
Score: -1676923.750000 Penalty: 3112.636230
	Iteration 27Q: 3 clusters Score -1676924 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 13380 members 
Entering Unmasked Estep 
Score: -1676947.875000 Penalty: 3112.636230
	Iteration 28Q: 3 clusters Score -1676948 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 13429 members 
Entering Unmasked Estep 
Score: -1676974.625000 Penalty: 3112.636230
	Iteration 29Q: 3 clusters Score -1676975 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 13472 members 
Entering Unmasked Estep 
Score: -1676994.250000 Penalty: 3112.636230
	Iteration 30Q: 3 clusters Score -1676994 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 13506 members 
Entering Unmasked Estep 
Score: -1677009.625000 Penalty: 3112.636230
	Iteration 31Q: 3 clusters Score -1677010 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 13541 members 
Entering Unmasked Estep 
Score: -1677026.125000 Penalty: 3112.636230
	Iteration 32Q: 3 clusters Score -1677026 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 13572 members 
Entering Unmasked Estep 
Score: -1677046.500000 Penalty: 3112.636230
	Iteration 33Q: 3 clusters Score -1677046 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 13602 members 
Entering Unmasked Estep 
Score: -1677058.000000 Penalty: 3112.636230
	Iteration 34Q: 3 clusters Score -1677058 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 13635 members 
Entering Unmasked Estep 
Score: -1677076.375000 Penalty: 3112.636230
	Iteration 35Q: 3 clusters Score -1677076 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 13659 members 
Entering Unmasked Estep 
Score: -1677092.375000 Penalty: 3112.636230
	Iteration 36Q: 3 clusters Score -1677092 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 13675 members 
Entering Unmasked Estep 
Score: -1677100.250000 Penalty: 3112.636230
	Iteration 37Q: 3 clusters Score -1677100 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 13688 members 
Entering Unmasked Estep 
Score: -1677104.000000 Penalty: 3112.636230
	Iteration 38Q: 3 clusters Score -1677104 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 13699 members 
Entering Unmasked Estep 
Score: -1677110.500000 Penalty: 3112.636230
	Iteration 39Q: 3 clusters Score -1677110 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 13707 members 
Entering Unmasked Estep 
Score: -1677112.875000 Penalty: 3112.636230
	Iteration 40F: 3 clusters Score -1677113 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 13719 members 
Entering Unmasked Estep 
Score: -1677118.625000 Penalty: 3112.636230
	Iteration 41Q: 3 clusters Score -1677119 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 13729 members 
Entering Unmasked Estep 
Score: -1677121.750000 Penalty: 3112.636230
	Iteration 42Q: 3 clusters Score -1677122 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 13738 members 
Entering Unmasked Estep 
Score: -1677126.875000 Penalty: 3112.636230
	Iteration 43Q: 3 clusters Score -1677127 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 13744 members 
Entering Unmasked Estep 
Score: -1677131.500000 Penalty: 3112.636230
	Iteration 44Q: 3 clusters Score -1677132 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 13749 members 
Entering Unmasked Estep 
Score: -1677135.500000 Penalty: 3112.636230
	Iteration 45Q: 3 clusters Score -1677136 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 13753 members 
Entering Unmasked Estep 
Score: -1677136.000000 Penalty: 3112.636230
	Iteration 46Q: 3 clusters Score -1677136 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 13755 members 
Entering Unmasked Estep 
Score: -1677136.250000 Penalty: 3112.636230
	Iteration 47Q: 3 clusters Score -1677136 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 13755 members 
Entering Unmasked Estep 
Score: -1677136.250000 Penalty: 3112.636230
	Iteration 48F: 3 clusters Score -1677136 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (40460 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40460 members 
Entering Unmasked Estep 
Score: -4752773.500000 Penalty: 1723.811279
	Iteration 0F: 2 clusters Score -4752774 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20108 members 
Mstep: Class 2 contains 20352 members 
Entering Unmasked Estep 
Score: -4725608.000000 Penalty: 3447.622559
	Iteration 0F: 3 clusters Score -4725608 nChanged 18896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18304 members 
Mstep: Class 2 contains 22156 members 
Entering Unmasked Estep 
Score: -4736941.000000 Penalty: 3447.622559
	Iteration 1F: 3 clusters Score -4736941 nChanged 2407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17129 members 
Mstep: Class 2 contains 23331 members 
Entering Unmasked Estep 
Score: -4738159.000000 Penalty: 3447.622559
	Iteration 2F: 3 clusters Score -4738159 nChanged 2666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15567 members 
Mstep: Class 2 contains 24893 members 
Entering Unmasked Estep 
Score: -4739727.000000 Penalty: 3447.622559
	Iteration 3F: 3 clusters Score -4739727 nChanged 2819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13728 members 
Mstep: Class 2 contains 26732 members 
Entering Unmasked Estep 
Score: -4741571.000000 Penalty: 3447.622559
	Iteration 4F: 3 clusters Score -4741571 nChanged 2785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11669 members 
Mstep: Class 2 contains 28791 members 
Entering Unmasked Estep 
Score: -4743510.000000 Penalty: 3447.622559
	Iteration 5F: 3 clusters Score -4743510 nChanged 2549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9612 members 
Mstep: Class 2 contains 30848 members 
Entering Unmasked Estep 
Score: -4745468.000000 Penalty: 3447.622559
	Iteration 6F: 3 clusters Score -4745468 nChanged 2182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7798 members 
Mstep: Class 2 contains 32662 members 
Entering Unmasked Estep 
Score: -4747233.000000 Penalty: 3447.622559
	Iteration 7F: 3 clusters Score -4747233 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6388 members 
Mstep: Class 2 contains 34072 members 
Entering Unmasked Estep 
Score: -4748516.500000 Penalty: 3447.622559
	Iteration 8Q: 3 clusters Score -4748516 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 35157 members 
Entering Unmasked Estep 
Score: -4749526.000000 Penalty: 3447.622559
	Iteration 9Q: 3 clusters Score -4749526 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 35968 members 
Entering Unmasked Estep 
Score: -4750199.500000 Penalty: 3447.622559
	Iteration 10Q: 3 clusters Score -4750200 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 36589 members 
Entering Unmasked Estep 
Score: -4750690.000000 Penalty: 3447.622559
	Iteration 11Q: 3 clusters Score -4750690 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 37061 members 
Entering Unmasked Estep 
Score: -4751013.000000 Penalty: 3447.622559
	Iteration 12Q: 3 clusters Score -4751013 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 37430 members 
Entering Unmasked Estep 
Score: -4751220.000000 Penalty: 3447.622559
	Iteration 13Q: 3 clusters Score -4751220 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 37734 members 
Entering Unmasked Estep 
Score: -4751375.500000 Penalty: 3447.622559
	Iteration 14Q: 3 clusters Score -4751376 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 37980 members 
Entering Unmasked Estep 
Score: -4751496.500000 Penalty: 3447.622559
	Iteration 15Q: 3 clusters Score -4751496 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 38191 members 
Entering Unmasked Estep 
Score: -4751585.000000 Penalty: 3447.622559
	Iteration 16Q: 3 clusters Score -4751585 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 38354 members 
Entering Unmasked Estep 
Score: -4751667.000000 Penalty: 3447.622559
	Iteration 17Q: 3 clusters Score -4751667 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 38482 members 
Entering Unmasked Estep 
Score: -4751736.000000 Penalty: 3447.622559
	Iteration 18Q: 3 clusters Score -4751736 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 38578 members 
Entering Unmasked Estep 
Score: -4751778.000000 Penalty: 3447.622559
	Iteration 19Q: 3 clusters Score -4751778 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 38664 members 
Entering Unmasked Estep 
Score: -4751821.500000 Penalty: 3447.622559
	Iteration 20F: 3 clusters Score -4751822 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 38719 members 
Entering Unmasked Estep 
Score: -4751850.000000 Penalty: 3447.622559
	Iteration 21Q: 3 clusters Score -4751850 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 38776 members 
Entering Unmasked Estep 
Score: -4751871.500000 Penalty: 3447.622559
	Iteration 22Q: 3 clusters Score -4751872 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 38828 members 
Entering Unmasked Estep 
Score: -4751877.000000 Penalty: 3447.622559
	Iteration 23Q: 3 clusters Score -4751877 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 38852 members 
Entering Unmasked Estep 
Score: -4751885.000000 Penalty: 3447.622559
	Iteration 24Q: 3 clusters Score -4751885 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 38871 members 
Entering Unmasked Estep 
Score: -4751895.000000 Penalty: 3447.622559
	Iteration 25Q: 3 clusters Score -4751895 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 38881 members 
Entering Unmasked Estep 
Score: -4751911.000000 Penalty: 3447.622559
	Iteration 26Q: 3 clusters Score -4751911 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 38889 members 
Entering Unmasked Estep 
Score: -4751920.000000 Penalty: 3447.622559
	Iteration 27Q: 3 clusters Score -4751920 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 38897 members 
Entering Unmasked Estep 
Score: -4751919.000000 Penalty: 3447.622559
	Iteration 28Q: 3 clusters Score -4751919 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 38904 members 
Entering Unmasked Estep 
Score: -4751929.000000 Penalty: 3447.622559
	Iteration 29Q: 3 clusters Score -4751929 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 38919 members 
Entering Unmasked Estep 
Score: -4751942.500000 Penalty: 3447.622559
	Iteration 30Q: 3 clusters Score -4751942 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 38940 members 
Entering Unmasked Estep 
Score: -4751940.500000 Penalty: 3447.622559
	Iteration 31Q: 3 clusters Score -4751940 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 38965 members 
Entering Unmasked Estep 
Score: -4751943.000000 Penalty: 3447.622559
	Iteration 32Q: 3 clusters Score -4751943 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 38979 members 
Entering Unmasked Estep 
Score: -4751950.500000 Penalty: 3447.622559
	Iteration 33Q: 3 clusters Score -4751950 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 38994 members 
Entering Unmasked Estep 
Score: -4751968.500000 Penalty: 3447.622559
	Iteration 34Q: 3 clusters Score -4751968 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 39006 members 
Entering Unmasked Estep 
Score: -4751975.500000 Penalty: 3447.622559
	Iteration 35Q: 3 clusters Score -4751976 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 39020 members 
Entering Unmasked Estep 
Score: -4751969.000000 Penalty: 3447.622559
	Iteration 36Q: 3 clusters Score -4751969 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 39027 members 
Entering Unmasked Estep 
Score: -4751970.500000 Penalty: 3447.622559
	Iteration 37Q: 3 clusters Score -4751970 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 39031 members 
Entering Unmasked Estep 
Score: -4751974.000000 Penalty: 3447.622559
	Iteration 38Q: 3 clusters Score -4751974 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 39035 members 
Entering Unmasked Estep 
Score: -4751981.000000 Penalty: 3447.622559
	Iteration 39Q: 3 clusters Score -4751981 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 39037 members 
Entering Unmasked Estep 
Score: -4751984.500000 Penalty: 3447.622559
	Iteration 40F: 3 clusters Score -4751984 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 39040 members 
Entering Unmasked Estep 
Score: -4751982.000000 Penalty: 3447.622559
	Iteration 41Q: 3 clusters Score -4751982 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 39046 members 
Entering Unmasked Estep 
Score: -4751988.500000 Penalty: 3447.622559
	Iteration 42Q: 3 clusters Score -4751988 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 39050 members 
Entering Unmasked Estep 
Score: -4751985.000000 Penalty: 3447.622559
	Iteration 43Q: 3 clusters Score -4751985 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 39048 members 
Entering Unmasked Estep 
Score: -4751989.000000 Penalty: 3447.622559
	Iteration 44Q: 3 clusters Score -4751989 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 39050 members 
Entering Unmasked Estep 
Score: -4751983.500000 Penalty: 3447.622559
	Iteration 45Q: 3 clusters Score -4751984 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 39053 members 
Entering Unmasked Estep 
Score: -4751988.000000 Penalty: 3447.622559
	Iteration 46Q: 3 clusters Score -4751988 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 39056 members 
Entering Unmasked Estep 
Score: -4751986.000000 Penalty: 3447.622559
	Iteration 47Q: 3 clusters Score -4751986 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 39060 members 
Entering Unmasked Estep 
Score: -4751984.500000 Penalty: 3447.622559
	Iteration 48Q: 3 clusters Score -4751984 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 39063 members 
Entering Unmasked Estep 
Score: -4751981.000000 Penalty: 3447.622559
	Iteration 49Q: 3 clusters Score -4751981 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 39066 members 
Entering Unmasked Estep 
Score: -4751980.000000 Penalty: 3447.622559
	Iteration 50Q: 3 clusters Score -4751980 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 39067 members 
Entering Unmasked Estep 
Score: -4751981.000000 Penalty: 3447.622559
	Iteration 51Q: 3 clusters Score -4751981 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 39068 members 
Entering Unmasked Estep 
Score: -4751981.500000 Penalty: 3447.622559
	Iteration 52Q: 3 clusters Score -4751982 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 39069 members 
Entering Unmasked Estep 
Score: -4751983.500000 Penalty: 3447.622559
	Iteration 53Q: 3 clusters Score -4751984 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 39071 members 
Entering Unmasked Estep 
Score: -4751982.500000 Penalty: 3447.622559
	Iteration 54Q: 3 clusters Score -4751982 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 39070 members 
Entering Unmasked Estep 
Score: -4751981.000000 Penalty: 3447.622559
	Iteration 55Q: 3 clusters Score -4751981 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 39070 members 
Entering Unmasked Estep 
Score: -4751981.000000 Penalty: 3447.622559
	Iteration 56F: 3 clusters Score -4751981 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (7796 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7796 members 
Entering Unmasked Estep 
Score: -985753.250000 Penalty: 1456.221924
	Iteration 0F: 2 clusters Score -985753.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -980020.687500 Penalty: 2912.443848
	Iteration 0F: 3 clusters Score -980020.7 nChanged 3249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -981784.750000 Penalty: 2912.443848
	Iteration 1F: 3 clusters Score -981784.8 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -982020.187500 Penalty: 2912.443848
	Iteration 2F: 3 clusters Score -982020.2 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -982205.437500 Penalty: 2912.443848
	Iteration 3F: 3 clusters Score -982205.4 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -982376.312500 Penalty: 2912.443848
	Iteration 4Q: 3 clusters Score -982376.3 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -982520.812500 Penalty: 2912.443848
	Iteration 5Q: 3 clusters Score -982520.8 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -982652.562500 Penalty: 2912.443848
	Iteration 6Q: 3 clusters Score -982652.6 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -982776.750000 Penalty: 2912.443848
	Iteration 7Q: 3 clusters Score -982776.8 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -982901.937500 Penalty: 2912.443848
	Iteration 8Q: 3 clusters Score -982901.9 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -983046.125000 Penalty: 2912.443848
	Iteration 9Q: 3 clusters Score -983046.1 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
Score: -983186.687500 Penalty: 2912.443848
	Iteration 10Q: 3 clusters Score -983186.7 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 5288 members 
Entering Unmasked Estep 
Score: -983321.187500 Penalty: 2912.443848
	Iteration 11Q: 3 clusters Score -983321.2 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 5416 members 
Entering Unmasked Estep 
Score: -983455.500000 Penalty: 2912.443848
	Iteration 12Q: 3 clusters Score -983455.5 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 5556 members 
Entering Unmasked Estep 
Score: -983591.437500 Penalty: 2912.443848
	Iteration 13Q: 3 clusters Score -983591.4 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 5680 members 
Entering Unmasked Estep 
Score: -983718.375000 Penalty: 2912.443848
	Iteration 14Q: 3 clusters Score -983718.4 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 5761 members 
Entering Unmasked Estep 
Score: -983815.812500 Penalty: 2912.443848
	Iteration 15Q: 3 clusters Score -983815.8 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 5827 members 
Entering Unmasked Estep 
Score: -983905.812500 Penalty: 2912.443848
	Iteration 16Q: 3 clusters Score -983905.8 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 5894 members 
Entering Unmasked Estep 
Score: -983984.000000 Penalty: 2912.443848
	Iteration 17Q: 3 clusters Score -983984 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 5966 members 
Entering Unmasked Estep 
Score: -984055.312500 Penalty: 2912.443848
	Iteration 18Q: 3 clusters Score -984055.3 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 6021 members 
Entering Unmasked Estep 
Score: -984109.937500 Penalty: 2912.443848
	Iteration 19Q: 3 clusters Score -984109.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 6069 members 
Entering Unmasked Estep 
Score: -984148.937500 Penalty: 2912.443848
	Iteration 20F: 3 clusters Score -984148.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 6113 members 
Entering Unmasked Estep 
Score: -984172.375000 Penalty: 2912.443848
	Iteration 21Q: 3 clusters Score -984172.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 6135 members 
Entering Unmasked Estep 
Score: -984182.937500 Penalty: 2912.443848
	Iteration 22Q: 3 clusters Score -984182.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 6168 members 
Entering Unmasked Estep 
Score: -984199.750000 Penalty: 2912.443848
	Iteration 23Q: 3 clusters Score -984199.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 6188 members 
Entering Unmasked Estep 
Score: -984209.500000 Penalty: 2912.443848
	Iteration 24Q: 3 clusters Score -984209.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 6209 members 
Entering Unmasked Estep 
Score: -984220.812500 Penalty: 2912.443848
	Iteration 25Q: 3 clusters Score -984220.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 6223 members 
Entering Unmasked Estep 
Score: -984223.937500 Penalty: 2912.443848
	Iteration 26Q: 3 clusters Score -984223.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 6236 members 
Entering Unmasked Estep 
Score: -984230.000000 Penalty: 2912.443848
	Iteration 27Q: 3 clusters Score -984230 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 6245 members 
Entering Unmasked Estep 
Score: -984231.937500 Penalty: 2912.443848
	Iteration 28Q: 3 clusters Score -984231.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 6254 members 
Entering Unmasked Estep 
Score: -984234.312500 Penalty: 2912.443848
	Iteration 29Q: 3 clusters Score -984234.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 6259 members 
Entering Unmasked Estep 
Score: -984237.312500 Penalty: 2912.443848
	Iteration 30Q: 3 clusters Score -984237.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 6263 members 
Entering Unmasked Estep 
Score: -984240.437500 Penalty: 2912.443848
	Iteration 31Q: 3 clusters Score -984240.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 6270 members 
Entering Unmasked Estep 
Score: -984241.312500 Penalty: 2912.443848
	Iteration 32Q: 3 clusters Score -984241.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 6277 members 
Entering Unmasked Estep 
Score: -984244.312500 Penalty: 2912.443848
	Iteration 33Q: 3 clusters Score -984244.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 6286 members 
Entering Unmasked Estep 
Score: -984246.500000 Penalty: 2912.443848
	Iteration 34Q: 3 clusters Score -984246.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 6299 members 
Entering Unmasked Estep 
Score: -984249.875000 Penalty: 2912.443848
	Iteration 35Q: 3 clusters Score -984249.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 6305 members 
Entering Unmasked Estep 
Score: -984253.500000 Penalty: 2912.443848
	Iteration 36Q: 3 clusters Score -984253.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 6315 members 
Entering Unmasked Estep 
Score: -984256.875000 Penalty: 2912.443848
	Iteration 37Q: 3 clusters Score -984256.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 6325 members 
Entering Unmasked Estep 
Score: -984259.687500 Penalty: 2912.443848
	Iteration 38Q: 3 clusters Score -984259.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 6331 members 
Entering Unmasked Estep 
Score: -984258.750000 Penalty: 2912.443848
	Iteration 39Q: 3 clusters Score -984258.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 6333 members 
Entering Unmasked Estep 
Score: -984258.062500 Penalty: 2912.443848
	Iteration 40F: 3 clusters Score -984258.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 6336 members 
Entering Unmasked Estep 
Score: -984259.812500 Penalty: 2912.443848
	Iteration 41Q: 3 clusters Score -984259.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 6341 members 
Entering Unmasked Estep 
Score: -984261.437500 Penalty: 2912.443848
	Iteration 42Q: 3 clusters Score -984261.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 6350 members 
Entering Unmasked Estep 
Score: -984263.875000 Penalty: 2912.443848
	Iteration 43Q: 3 clusters Score -984263.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 6366 members 
Entering Unmasked Estep 
Score: -984271.250000 Penalty: 2912.443848
	Iteration 44Q: 3 clusters Score -984271.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 6382 members 
Entering Unmasked Estep 
Score: -984274.750000 Penalty: 2912.443848
	Iteration 45Q: 3 clusters Score -984274.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 6391 members 
Entering Unmasked Estep 
Score: -984277.312500 Penalty: 2912.443848
	Iteration 46Q: 3 clusters Score -984277.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 6399 members 
Entering Unmasked Estep 
Score: -984278.937500 Penalty: 2912.443848
	Iteration 47Q: 3 clusters Score -984278.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 6411 members 
Entering Unmasked Estep 
Score: -984284.687500 Penalty: 2912.443848
	Iteration 48Q: 3 clusters Score -984284.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 6432 members 
Entering Unmasked Estep 
Score: -984290.187500 Penalty: 2912.443848
	Iteration 49Q: 3 clusters Score -984290.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 6445 members 
Entering Unmasked Estep 
Score: -984293.437500 Penalty: 2912.443848
	Iteration 50Q: 3 clusters Score -984293.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 6458 members 
Entering Unmasked Estep 
Score: -984295.500000 Penalty: 2912.443848
	Iteration 51Q: 3 clusters Score -984295.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 6465 members 
Entering Unmasked Estep 
Score: -984296.875000 Penalty: 2912.443848
	Iteration 52Q: 3 clusters Score -984296.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 6467 members 
Entering Unmasked Estep 
Score: -984296.625000 Penalty: 2912.443848
	Iteration 53Q: 3 clusters Score -984296.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 6471 members 
Entering Unmasked Estep 
Score: -984297.750000 Penalty: 2912.443848
	Iteration 54Q: 3 clusters Score -984297.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 6478 members 
Entering Unmasked Estep 
Score: -984299.812500 Penalty: 2912.443848
	Iteration 55Q: 3 clusters Score -984299.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 6484 members 
Entering Unmasked Estep 
Score: -984299.875000 Penalty: 2912.443848
	Iteration 56Q: 3 clusters Score -984299.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 6490 members 
Entering Unmasked Estep 
Score: -984303.937500 Penalty: 2912.443848
	Iteration 57Q: 3 clusters Score -984303.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 6497 members 
Entering Unmasked Estep 
Score: -984305.687500 Penalty: 2912.443848
	Iteration 58Q: 3 clusters Score -984305.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 6503 members 
Entering Unmasked Estep 
Score: -984305.875000 Penalty: 2912.443848
	Iteration 59Q: 3 clusters Score -984305.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 6510 members 
Entering Unmasked Estep 
Score: -984307.500000 Penalty: 2912.443848
	Iteration 60F: 3 clusters Score -984307.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 6514 members 
Entering Unmasked Estep 
Score: -984309.250000 Penalty: 2912.443848
	Iteration 61Q: 3 clusters Score -984309.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 6518 members 
Entering Unmasked Estep 
Score: -984310.812500 Penalty: 2912.443848
	Iteration 62Q: 3 clusters Score -984310.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 6519 members 
Entering Unmasked Estep 
Score: -984312.250000 Penalty: 2912.443848
	Iteration 63Q: 3 clusters Score -984312.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 6520 members 
Entering Unmasked Estep 
Score: -984313.562500 Penalty: 2912.443848
	Iteration 64Q: 3 clusters Score -984313.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 6521 members 
Entering Unmasked Estep 
Score: -984312.500000 Penalty: 2912.443848
	Iteration 65Q: 3 clusters Score -984312.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 6522 members 
Entering Unmasked Estep 
Score: -984311.937500 Penalty: 2912.443848
	Iteration 66Q: 3 clusters Score -984311.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 6522 members 
Entering Unmasked Estep 
Score: -984311.937500 Penalty: 2912.443848
	Iteration 67F: 3 clusters Score -984311.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (12475 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12475 members 
Entering Unmasked Estep 
Score: -1591093.500000 Penalty: 1532.615845
	Iteration 0F: 2 clusters Score -1591094 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6180 members 
Mstep: Class 2 contains 6295 members 
Entering Unmasked Estep 
Score: -1582410.375000 Penalty: 3065.231689
	Iteration 0F: 3 clusters Score -1582410 nChanged 5436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5734 members 
Mstep: Class 2 contains 6741 members 
Entering Unmasked Estep 
Score: -1585411.875000 Penalty: 3065.231689
	Iteration 1F: 3 clusters Score -1585412 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5405 members 
Mstep: Class 2 contains 7070 members 
Entering Unmasked Estep 
Score: -1585731.000000 Penalty: 3065.231689
	Iteration 2F: 3 clusters Score -1585731 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 7480 members 
Entering Unmasked Estep 
Score: -1586050.000000 Penalty: 3065.231689
	Iteration 3F: 3 clusters Score -1586050 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 7959 members 
Entering Unmasked Estep 
Score: -1586389.375000 Penalty: 3065.231689
	Iteration 4F: 3 clusters Score -1586389 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 8549 members 
Entering Unmasked Estep 
Score: -1586777.625000 Penalty: 3065.231689
	Iteration 5F: 3 clusters Score -1586778 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 9228 members 
Entering Unmasked Estep 
Score: -1587266.250000 Penalty: 3065.231689
	Iteration 6F: 3 clusters Score -1587266 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 9894 members 
Entering Unmasked Estep 
Score: -1587748.000000 Penalty: 3065.231689
	Iteration 7F: 3 clusters Score -1587748 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 10559 members 
Entering Unmasked Estep 
Score: -1588247.375000 Penalty: 3065.231689
	Iteration 8F: 3 clusters Score -1588247 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 11121 members 
Entering Unmasked Estep 
Score: -1588709.750000 Penalty: 3065.231689
	Iteration 9Q: 3 clusters Score -1588710 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 11553 members 
Entering Unmasked Estep 
Score: -1589080.125000 Penalty: 3065.231689
	Iteration 10Q: 3 clusters Score -1589080 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 11830 members 
Entering Unmasked Estep 
Score: -1589330.750000 Penalty: 3065.231689
	Iteration 11Q: 3 clusters Score -1589331 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 12007 members 
Entering Unmasked Estep 
Score: -1589477.625000 Penalty: 3065.231689
	Iteration 12Q: 3 clusters Score -1589478 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 12100 members 
Entering Unmasked Estep 
Score: -1589552.500000 Penalty: 3065.231689
	Iteration 13Q: 3 clusters Score -1589552 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 12155 members 
Entering Unmasked Estep 
Score: -1589602.625000 Penalty: 3065.231689
	Iteration 14Q: 3 clusters Score -1589603 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 12184 members 
Entering Unmasked Estep 
Score: -1589645.000000 Penalty: 3065.231689
	Iteration 15Q: 3 clusters Score -1589645 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 12210 members 
Entering Unmasked Estep 
Score: -1589676.500000 Penalty: 3065.231689
	Iteration 16Q: 3 clusters Score -1589676 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 12230 members 
Entering Unmasked Estep 
Score: -1589703.125000 Penalty: 3065.231689
	Iteration 17Q: 3 clusters Score -1589703 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 12245 members 
Entering Unmasked Estep 
Score: -1589731.125000 Penalty: 3065.231689
	Iteration 18Q: 3 clusters Score -1589731 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 12259 members 
Entering Unmasked Estep 
Score: -1589746.750000 Penalty: 3065.231689
	Iteration 19Q: 3 clusters Score -1589747 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 12260 members 
Entering Unmasked Estep 
Score: -1589754.875000 Penalty: 3065.231689
	Iteration 20F: 3 clusters Score -1589755 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 12264 members 
Entering Unmasked Estep 
Score: -1589767.625000 Penalty: 3065.231689
	Iteration 21Q: 3 clusters Score -1589768 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 12266 members 
Entering Unmasked Estep 
Score: -1589769.375000 Penalty: 3065.231689
	Iteration 22Q: 3 clusters Score -1589769 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 12269 members 
Entering Unmasked Estep 
Score: -1589774.375000 Penalty: 3065.231689
	Iteration 23Q: 3 clusters Score -1589774 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 12270 members 
Entering Unmasked Estep 
Score: -1589774.625000 Penalty: 3065.231689
	Iteration 24Q: 3 clusters Score -1589775 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 12272 members 
Entering Unmasked Estep 
Score: -1589777.000000 Penalty: 3065.231689
	Iteration 25Q: 3 clusters Score -1589777 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 12271 members 
Entering Unmasked Estep 
Score: -1589776.375000 Penalty: 3065.231689
	Iteration 26Q: 3 clusters Score -1589776 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 12271 members 
Entering Unmasked Estep 
Score: -1589776.375000 Penalty: 3065.231689
	Iteration 27F: 3 clusters Score -1589776 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (5709 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5709 members 
Entering Unmasked Estep 
Score: -685513.875000 Penalty: 1405.592407
	Iteration 0F: 2 clusters Score -685513.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -681140.125000 Penalty: 2811.184814
	Iteration 0F: 3 clusters Score -681140.1 nChanged 2296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -682407.687500 Penalty: 2811.184814
	Iteration 1F: 3 clusters Score -682407.7 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -682669.250000 Penalty: 2811.184814
	Iteration 2F: 3 clusters Score -682669.2 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -682908.437500 Penalty: 2811.184814
	Iteration 3F: 3 clusters Score -682908.4 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -683263.250000 Penalty: 2811.184814
	Iteration 4F: 3 clusters Score -683263.2 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -683711.625000 Penalty: 2811.184814
	Iteration 5F: 3 clusters Score -683711.6 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -684146.937500 Penalty: 2811.184814
	Iteration 6F: 3 clusters Score -684146.9 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -684599.625000 Penalty: 2811.184814
	Iteration 7F: 3 clusters Score -684599.6 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -684910.500000 Penalty: 2811.184814
	Iteration 8Q: 3 clusters Score -684910.5 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -685120.250000 Penalty: 2811.184814
	Iteration 9Q: 3 clusters Score -685120.2 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -685246.812500 Penalty: 2811.184814
	Iteration 10Q: 3 clusters Score -685246.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -685307.312500 Penalty: 2811.184814
	Iteration 11Q: 3 clusters Score -685307.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -685342.937500 Penalty: 2811.184814
	Iteration 12Q: 3 clusters Score -685342.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -685363.062500 Penalty: 2811.184814
	Iteration 13Q: 3 clusters Score -685363.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -685379.062500 Penalty: 2811.184814
	Iteration 14Q: 3 clusters Score -685379.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -685405.187500 Penalty: 2811.184814
	Iteration 15Q: 3 clusters Score -685405.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -685424.750000 Penalty: 2811.184814
	Iteration 16Q: 3 clusters Score -685424.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -685442.687500 Penalty: 2811.184814
	Iteration 17Q: 3 clusters Score -685442.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -685459.125000 Penalty: 2811.184814
	Iteration 18Q: 3 clusters Score -685459.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -685480.687500 Penalty: 2811.184814
	Iteration 19Q: 3 clusters Score -685480.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -685500.250000 Penalty: 2811.184814
	Iteration 20F: 3 clusters Score -685500.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -685526.937500 Penalty: 2811.184814
	Iteration 21Q: 3 clusters Score -685526.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -685556.500000 Penalty: 2811.184814
	Iteration 22Q: 3 clusters Score -685556.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -685586.562500 Penalty: 2811.184814
	Iteration 23Q: 3 clusters Score -685586.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -685619.562500 Penalty: 2811.184814
	Iteration 24Q: 3 clusters Score -685619.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -685656.562500 Penalty: 2811.184814
	Iteration 25Q: 3 clusters Score -685656.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -685693.312500 Penalty: 2811.184814
	Iteration 26Q: 3 clusters Score -685693.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -685737.375000 Penalty: 2811.184814
	Iteration 27Q: 3 clusters Score -685737.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -685783.625000 Penalty: 2811.184814
	Iteration 28Q: 3 clusters Score -685783.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -685823.625000 Penalty: 2811.184814
	Iteration 29Q: 3 clusters Score -685823.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -685856.562500 Penalty: 2811.184814
	Iteration 30Q: 3 clusters Score -685856.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -685882.750000 Penalty: 2811.184814
	Iteration 31Q: 3 clusters Score -685882.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -685916.437500 Penalty: 2811.184814
	Iteration 32Q: 3 clusters Score -685916.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -685948.812500 Penalty: 2811.184814
	Iteration 33Q: 3 clusters Score -685948.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -685973.875000 Penalty: 2811.184814
	Iteration 34Q: 3 clusters Score -685973.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -685990.437500 Penalty: 2811.184814
	Iteration 35Q: 3 clusters Score -685990.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -686008.187500 Penalty: 2811.184814
	Iteration 36Q: 3 clusters Score -686008.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -686023.062500 Penalty: 2811.184814
	Iteration 37Q: 3 clusters Score -686023.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -686035.125000 Penalty: 2811.184814
	Iteration 38Q: 3 clusters Score -686035.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -686043.187500 Penalty: 2811.184814
	Iteration 39Q: 3 clusters Score -686043.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -686048.375000 Penalty: 2811.184814
	Iteration 40F: 3 clusters Score -686048.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -686050.625000 Penalty: 2811.184814
	Iteration 41Q: 3 clusters Score -686050.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -686053.312500 Penalty: 2811.184814
	Iteration 42Q: 3 clusters Score -686053.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -686055.250000 Penalty: 2811.184814
	Iteration 43Q: 3 clusters Score -686055.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -686056.000000 Penalty: 2811.184814
	Iteration 44Q: 3 clusters Score -686056 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -686056.312500 Penalty: 2811.184814
	Iteration 45Q: 3 clusters Score -686056.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -686057.375000 Penalty: 2811.184814
	Iteration 46Q: 3 clusters Score -686057.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -686058.500000 Penalty: 2811.184814
	Iteration 47Q: 3 clusters Score -686058.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -686058.500000 Penalty: 2811.184814
	Iteration 48F: 3 clusters Score -686058.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 2108 members 
Mstep: Class 3 contains 5182 members 
Mstep: Class 4 contains 41065 members 
Mstep: Class 5 contains 95745 members 
Mstep: Class 6 contains 565 members 
Mstep: Class 7 contains 17834 members 
Mstep: Class 8 contains 151841 members 
Mstep: Class 9 contains 9193 members 
Mstep: Class 10 contains 1828 members 
Mstep: Class 11 contains 411 members 
Mstep: Class 12 contains 19027 members 
Mstep: Class 13 contains 1211 members 
Mstep: Class 14 contains 1404 members 
Mstep: Class 15 contains 8190 members 
Mstep: Class 16 contains 39454 members 
Mstep: Class 17 contains 58378 members 
Mstep: Class 18 contains 2473 members 
Mstep: Class 19 contains 14434 members 
Mstep: Class 20 contains 40460 members 
Mstep: Class 21 contains 7796 members 
Mstep: Class 22 contains 12475 members 
Mstep: Class 23 contains 2116 members 
Mstep: Class 24 contains 37367 members 
Mstep: Class 25 contains 9182 members 
Mstep: Class 26 contains 3381 members 
Mstep: Class 27 contains 9322 members 
Mstep: Class 28 contains 14222 members 
Mstep: Class 29 contains 12558 members 
Mstep: Class 30 contains 14236 members 
Mstep: Class 31 contains 47802 members 
Mstep: Class 32 contains 42395 members 
Mstep: Class 33 contains 20007 members 
Mstep: Class 34 contains 2089 members 
Mstep: Class 35 contains 13552 members 
Mstep: Class 36 contains 2610 members 
Mstep: Class 37 contains 1574 members 
Mstep: Class 38 contains 18087 members 
Mstep: Class 39 contains 1217 members 
Mstep: Class 40 contains 16696 members 
Mstep: Class 41 contains 2072 members 
Mstep: Class 42 contains 952 members 
Mstep: Class 43 contains 3827 members 
Mstep: Class 44 contains 2113 members 
Mstep: Class 45 contains 3260 members 
Mstep: Class 46 contains 3593 members 
Entering Unmasked Estep 
Score: -100271768.000000 Penalty: 101793.265625
Splitting cluster 23 changes total score from -100270784.000000 to -100271768.000000
So it's getting split into cluster 46.
Entering ConstructFrom: 
Trying to split cluster 24 (37367 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37367 members 
Entering Unmasked Estep 
Score: -4731742.500000 Penalty: 1710.888306
	Iteration 0F: 2 clusters Score -4731742 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18701 members 
Mstep: Class 2 contains 18666 members 
Entering Unmasked Estep 
Score: -4706660.500000 Penalty: 3421.776611
	Iteration 0F: 3 clusters Score -4706660 nChanged 17410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18941 members 
Mstep: Class 2 contains 18426 members 
Entering Unmasked Estep 
Score: -4716648.000000 Penalty: 3421.776611
	Iteration 1F: 3 clusters Score -4716648 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18957 members 
Mstep: Class 2 contains 18410 members 
Entering Unmasked Estep 
Score: -4717234.500000 Penalty: 3421.776611
	Iteration 2Q: 3 clusters Score -4717234 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18972 members 
Mstep: Class 2 contains 18395 members 
Entering Unmasked Estep 
Score: -4717934.500000 Penalty: 3421.776611
	Iteration 3Q: 3 clusters Score -4717934 nChanged 1804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18982 members 
Mstep: Class 2 contains 18385 members 
Entering Unmasked Estep 
Score: -4718859.500000 Penalty: 3421.776611
	Iteration 4Q: 3 clusters Score -4718860 nChanged 1953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19001 members 
Mstep: Class 2 contains 18366 members 
Entering Unmasked Estep 
Score: -4720021.500000 Penalty: 3421.776611
	Iteration 5F: 3 clusters Score -4720022 nChanged 2142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19021 members 
Mstep: Class 2 contains 18346 members 
Entering Unmasked Estep 
Score: -4721494.000000 Penalty: 3421.776611
	Iteration 6F: 3 clusters Score -4721494 nChanged 2151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19030 members 
Mstep: Class 2 contains 18337 members 
Entering Unmasked Estep 
Score: -4722849.500000 Penalty: 3421.776611
	Iteration 7F: 3 clusters Score -4722850 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18996 members 
Mstep: Class 2 contains 18371 members 
Entering Unmasked Estep 
Score: -4723731.500000 Penalty: 3421.776611
	Iteration 8Q: 3 clusters Score -4723732 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18938 members 
Mstep: Class 2 contains 18429 members 
Entering Unmasked Estep 
Score: -4724166.500000 Penalty: 3421.776611
	Iteration 9Q: 3 clusters Score -4724166 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18883 members 
Mstep: Class 2 contains 18484 members 
Entering Unmasked Estep 
Score: -4724361.500000 Penalty: 3421.776611
	Iteration 10Q: 3 clusters Score -4724362 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18857 members 
Mstep: Class 2 contains 18510 members 
Entering Unmasked Estep 
Score: -4724464.000000 Penalty: 3421.776611
	Iteration 11Q: 3 clusters Score -4724464 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18823 members 
Mstep: Class 2 contains 18544 members 
Entering Unmasked Estep 
Score: -4724547.500000 Penalty: 3421.776611
	Iteration 12Q: 3 clusters Score -4724548 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18786 members 
Mstep: Class 2 contains 18581 members 
Entering Unmasked Estep 
Score: -4724619.000000 Penalty: 3421.776611
	Iteration 13Q: 3 clusters Score -4724619 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18721 members 
Mstep: Class 2 contains 18646 members 
Entering Unmasked Estep 
Score: -4724684.500000 Penalty: 3421.776611
	Iteration 14Q: 3 clusters Score -4724684 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18651 members 
Mstep: Class 2 contains 18716 members 
Entering Unmasked Estep 
Score: -4724733.000000 Penalty: 3421.776611
	Iteration 15Q: 3 clusters Score -4724733 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18589 members 
Mstep: Class 2 contains 18778 members 
Entering Unmasked Estep 
Score: -4724775.000000 Penalty: 3421.776611
	Iteration 16Q: 3 clusters Score -4724775 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18539 members 
Mstep: Class 2 contains 18828 members 
Entering Unmasked Estep 
Score: -4724833.500000 Penalty: 3421.776611
	Iteration 17Q: 3 clusters Score -4724834 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18502 members 
Mstep: Class 2 contains 18865 members 
Entering Unmasked Estep 
Score: -4724874.000000 Penalty: 3421.776611
	Iteration 18Q: 3 clusters Score -4724874 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18464 members 
Mstep: Class 2 contains 18903 members 
Entering Unmasked Estep 
Score: -4724913.500000 Penalty: 3421.776611
	Iteration 19Q: 3 clusters Score -4724914 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18416 members 
Mstep: Class 2 contains 18951 members 
Entering Unmasked Estep 
Score: -4724944.500000 Penalty: 3421.776611
	Iteration 20F: 3 clusters Score -4724944 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18362 members 
Mstep: Class 2 contains 19005 members 
Entering Unmasked Estep 
Score: -4724983.000000 Penalty: 3421.776611
	Iteration 21Q: 3 clusters Score -4724983 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18314 members 
Mstep: Class 2 contains 19053 members 
Entering Unmasked Estep 
Score: -4725017.000000 Penalty: 3421.776611
	Iteration 22Q: 3 clusters Score -4725017 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18305 members 
Mstep: Class 2 contains 19062 members 
Entering Unmasked Estep 
Score: -4725049.500000 Penalty: 3421.776611
	Iteration 23Q: 3 clusters Score -4725050 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18261 members 
Mstep: Class 2 contains 19106 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -4725077 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18187 members 
Mstep: Class 2 contains 19180 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -4725114 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18093 members 
Mstep: Class 2 contains 19274 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -4725138 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18006 members 
Mstep: Class 2 contains 19361 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -4725173 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17944 members 
Mstep: Class 2 contains 19423 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -4725214 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17910 members 
Mstep: Class 2 contains 19457 members 
Entering Unmasked Estep 
Score: -4725234.500000 Penalty: 3421.776611
	Iteration 29Q: 3 clusters Score -4725234 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17914 members 
Mstep: Class 2 contains 19453 members 
Entering Unmasked Estep 
Score: -4725256.000000 Penalty: 3421.776611
	Iteration 30Q: 3 clusters Score -4725256 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17921 members 
Mstep: Class 2 contains 19446 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -4725301 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17975 members 
Mstep: Class 2 contains 19392 members 
Entering Unmasked Estep 
Score: -4725374.500000 Penalty: 3421.776611
	Iteration 32Q: 3 clusters Score -4725374 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18031 members 
Mstep: Class 2 contains 19336 members 
Entering Unmasked Estep 
Score: -4725404.500000 Penalty: 3421.776611
	Iteration 33Q: 3 clusters Score -4725404 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18071 members 
Mstep: Class 2 contains 19296 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -4725445 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18114 members 
Mstep: Class 2 contains 19253 members 
Entering Unmasked Estep 
Score: -4725487.500000 Penalty: 3421.776611
	Iteration 35Q: 3 clusters Score -4725488 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18154 members 
Mstep: Class 2 contains 19213 members 
Entering Unmasked Estep 
Score: -4725559.500000 Penalty: 3421.776611
	Iteration 36Q: 3 clusters Score -4725560 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18195 members 
Mstep: Class 2 contains 19172 members 
Entering Unmasked Estep 
Score: -4725620.500000 Penalty: 3421.776611
	Iteration 37Q: 3 clusters Score -4725620 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18232 members 
Mstep: Class 2 contains 19135 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -4725709 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18322 members 
Mstep: Class 2 contains 19045 members 
Entering Unmasked Estep 
Score: -4725771.000000 Penalty: 3421.776611
	Iteration 39Q: 3 clusters Score -4725771 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18447 members 
Mstep: Class 2 contains 18920 members 
Entering Unmasked Estep 
Score: -4725846.500000 Penalty: 3421.776611
	Iteration 40F: 3 clusters Score -4725846 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18583 members 
Mstep: Class 2 contains 18784 members 
Entering Unmasked Estep 
Score: -4725930.500000 Penalty: 3421.776611
	Iteration 41Q: 3 clusters Score -4725930 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18743 members 
Mstep: Class 2 contains 18624 members 
Entering Unmasked Estep 
Score: -4726006.000000 Penalty: 3421.776611
	Iteration 42Q: 3 clusters Score -4726006 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18929 members 
Mstep: Class 2 contains 18438 members 
Entering Unmasked Estep 
Score: -4726082.000000 Penalty: 3421.776611
	Iteration 43Q: 3 clusters Score -4726082 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19159 members 
Mstep: Class 2 contains 18208 members 
Entering Unmasked Estep 
Score: -4726169.500000 Penalty: 3421.776611
	Iteration 44Q: 3 clusters Score -4726170 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19392 members 
Mstep: Class 2 contains 17975 members 
Entering Unmasked Estep 
Score: -4726249.000000 Penalty: 3421.776611
	Iteration 45Q: 3 clusters Score -4726249 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19604 members 
Mstep: Class 2 contains 17763 members 
Entering Unmasked Estep 
Score: -4726386.500000 Penalty: 3421.776611
	Iteration 46Q: 3 clusters Score -4726386 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19809 members 
Mstep: Class 2 contains 17558 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -4726460 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20021 members 
Mstep: Class 2 contains 17346 members 
Entering Unmasked Estep 
Score: -4726571.000000 Penalty: 3421.776611
	Iteration 48Q: 3 clusters Score -4726571 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20275 members 
Mstep: Class 2 contains 17092 members 
Entering Unmasked Estep 
Score: -4726689.500000 Penalty: 3421.776611
	Iteration 49Q: 3 clusters Score -4726690 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20509 members 
Mstep: Class 2 contains 16858 members 
Entering Unmasked Estep 
Score: -4726798.500000 Penalty: 3421.776611
	Iteration 50Q: 3 clusters Score -4726798 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20774 members 
Mstep: Class 2 contains 16593 members 
Entering Unmasked Estep 
Score: -4726897.500000 Penalty: 3421.776611
	Iteration 51Q: 3 clusters Score -4726898 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21071 members 
Mstep: Class 2 contains 16296 members 
Entering Unmasked Estep 
Score: -4727008.500000 Penalty: 3421.776611
	Iteration 52Q: 3 clusters Score -4727008 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21364 members 
Mstep: Class 2 contains 16003 members 
Entering Unmasked Estep 
Score: -4727094.000000 Penalty: 3421.776611
	Iteration 53Q: 3 clusters Score -4727094 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21631 members 
Mstep: Class 2 contains 15736 members 
Entering Unmasked Estep 
Score: -4727183.000000 Penalty: 3421.776611
	Iteration 54Q: 3 clusters Score -4727183 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21876 members 
Mstep: Class 2 contains 15491 members 
Entering Unmasked Estep 
Score: -4727250.500000 Penalty: 3421.776611
	Iteration 55Q: 3 clusters Score -4727250 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22126 members 
Mstep: Class 2 contains 15241 members 
Entering Unmasked Estep 
Score: -4727317.000000 Penalty: 3421.776611
	Iteration 56Q: 3 clusters Score -4727317 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22366 members 
Mstep: Class 2 contains 15001 members 
Entering Unmasked Estep 
Score: -4727336.000000 Penalty: 3421.776611
	Iteration 57Q: 3 clusters Score -4727336 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22587 members 
Mstep: Class 2 contains 14780 members 
Entering Unmasked Estep 
Score: -4727387.000000 Penalty: 3421.776611
	Iteration 58Q: 3 clusters Score -4727387 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22804 members 
Mstep: Class 2 contains 14563 members 
Entering Unmasked Estep 
Score: -4727444.000000 Penalty: 3421.776611
	Iteration 59Q: 3 clusters Score -4727444 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23011 members 
Mstep: Class 2 contains 14356 members 
Entering Unmasked Estep 
Score: -4727477.000000 Penalty: 3421.776611
	Iteration 60F: 3 clusters Score -4727477 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23221 members 
Mstep: Class 2 contains 14146 members 
Entering Unmasked Estep 
Score: -4727546.500000 Penalty: 3421.776611
	Iteration 61Q: 3 clusters Score -4727546 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23436 members 
Mstep: Class 2 contains 13931 members 
Entering Unmasked Estep 
Score: -4727587.500000 Penalty: 3421.776611
	Iteration 62Q: 3 clusters Score -4727588 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23655 members 
Mstep: Class 2 contains 13712 members 
Entering Unmasked Estep 
Score: -4727623.000000 Penalty: 3421.776611
	Iteration 63Q: 3 clusters Score -4727623 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23887 members 
Mstep: Class 2 contains 13480 members 
Entering Unmasked Estep 
Score: -4727674.000000 Penalty: 3421.776611
	Iteration 64Q: 3 clusters Score -4727674 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24140 members 
Mstep: Class 2 contains 13227 members 
Entering Unmasked Estep 
Score: -4727722.500000 Penalty: 3421.776611
	Iteration 65Q: 3 clusters Score -4727722 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24375 members 
Mstep: Class 2 contains 12992 members 
Entering Unmasked Estep 
Score: -4727772.500000 Penalty: 3421.776611
	Iteration 66Q: 3 clusters Score -4727772 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24626 members 
Mstep: Class 2 contains 12741 members 
Entering Unmasked Estep 
Score: -4727795.000000 Penalty: 3421.776611
	Iteration 67Q: 3 clusters Score -4727795 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24886 members 
Mstep: Class 2 contains 12481 members 
Entering Unmasked Estep 
Score: -4727849.500000 Penalty: 3421.776611
	Iteration 68Q: 3 clusters Score -4727850 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25122 members 
Mstep: Class 2 contains 12245 members 
Entering Unmasked Estep 
Score: -4727880.000000 Penalty: 3421.776611
	Iteration 69Q: 3 clusters Score -4727880 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25347 members 
Mstep: Class 2 contains 12020 members 
Entering Unmasked Estep 
Score: -4727931.000000 Penalty: 3421.776611
	Iteration 70Q: 3 clusters Score -4727931 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25585 members 
Mstep: Class 2 contains 11782 members 
Entering Unmasked Estep 
Score: -4727964.000000 Penalty: 3421.776611
	Iteration 71Q: 3 clusters Score -4727964 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25824 members 
Mstep: Class 2 contains 11543 members 
Entering Unmasked Estep 
Score: -4728022.000000 Penalty: 3421.776611
	Iteration 72Q: 3 clusters Score -4728022 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26073 members 
Mstep: Class 2 contains 11294 members 
Entering Unmasked Estep 
Score: -4728043.000000 Penalty: 3421.776611
	Iteration 73Q: 3 clusters Score -4728043 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26309 members 
Mstep: Class 2 contains 11058 members 
Entering Unmasked Estep 
Score: -4728088.500000 Penalty: 3421.776611
	Iteration 74Q: 3 clusters Score -4728088 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26544 members 
Mstep: Class 2 contains 10823 members 
Entering Unmasked Estep 
Score: -4728132.500000 Penalty: 3421.776611
	Iteration 75Q: 3 clusters Score -4728132 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26793 members 
Mstep: Class 2 contains 10574 members 
Entering Unmasked Estep 
Score: -4728182.000000 Penalty: 3421.776611
	Iteration 76Q: 3 clusters Score -4728182 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27043 members 
Mstep: Class 2 contains 10324 members 
Entering Unmasked Estep 
Score: -4728233.000000 Penalty: 3421.776611
	Iteration 77Q: 3 clusters Score -4728233 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27259 members 
Mstep: Class 2 contains 10108 members 
Entering Unmasked Estep 
Score: -4728272.000000 Penalty: 3421.776611
	Iteration 78Q: 3 clusters Score -4728272 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27488 members 
Mstep: Class 2 contains 9879 members 
Entering Unmasked Estep 
Score: -4728316.000000 Penalty: 3421.776611
	Iteration 79Q: 3 clusters Score -4728316 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27709 members 
Mstep: Class 2 contains 9658 members 
Entering Unmasked Estep 
Score: -4728365.000000 Penalty: 3421.776611
	Iteration 80F: 3 clusters Score -4728365 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27915 members 
Mstep: Class 2 contains 9452 members 
Entering Unmasked Estep 
Score: -4728366.500000 Penalty: 3421.776611
	Iteration 81Q: 3 clusters Score -4728366 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28099 members 
Mstep: Class 2 contains 9268 members 
Entering Unmasked Estep 
Score: -4728410.500000 Penalty: 3421.776611
	Iteration 82Q: 3 clusters Score -4728410 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28279 members 
Mstep: Class 2 contains 9088 members 
Entering Unmasked Estep 
Score: -4728426.000000 Penalty: 3421.776611
	Iteration 83Q: 3 clusters Score -4728426 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28454 members 
Mstep: Class 2 contains 8913 members 
Entering Unmasked Estep 
Score: -4728459.500000 Penalty: 3421.776611
	Iteration 84Q: 3 clusters Score -4728460 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28618 members 
Mstep: Class 2 contains 8749 members 
Entering Unmasked Estep 
Score: -4728476.500000 Penalty: 3421.776611
	Iteration 85Q: 3 clusters Score -4728476 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28782 members 
Mstep: Class 2 contains 8585 members 
Entering Unmasked Estep 
Score: -4728512.500000 Penalty: 3421.776611
	Iteration 86Q: 3 clusters Score -4728512 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28960 members 
Mstep: Class 2 contains 8407 members 
Entering Unmasked Estep 
Score: -4728552.000000 Penalty: 3421.776611
	Iteration 87Q: 3 clusters Score -4728552 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29161 members 
Mstep: Class 2 contains 8206 members 
Entering Unmasked Estep 
Score: -4728574.500000 Penalty: 3421.776611
	Iteration 88Q: 3 clusters Score -4728574 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29351 members 
Mstep: Class 2 contains 8016 members 
Entering Unmasked Estep 
Score: -4728605.000000 Penalty: 3421.776611
	Iteration 89Q: 3 clusters Score -4728605 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29555 members 
Mstep: Class 2 contains 7812 members 
Entering Unmasked Estep 
Score: -4728649.000000 Penalty: 3421.776611
	Iteration 90Q: 3 clusters Score -4728649 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29743 members 
Mstep: Class 2 contains 7624 members 
Entering Unmasked Estep 
Score: -4728684.000000 Penalty: 3421.776611
	Iteration 91Q: 3 clusters Score -4728684 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29928 members 
Mstep: Class 2 contains 7439 members 
Entering Unmasked Estep 
Score: -4728714.500000 Penalty: 3421.776611
	Iteration 92Q: 3 clusters Score -4728714 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30125 members 
Mstep: Class 2 contains 7242 members 
Entering Unmasked Estep 
Score: -4728751.000000 Penalty: 3421.776611
	Iteration 93Q: 3 clusters Score -4728751 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30302 members 
Mstep: Class 2 contains 7065 members 
Entering Unmasked Estep 
Score: -4728774.500000 Penalty: 3421.776611
	Iteration 94Q: 3 clusters Score -4728774 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30473 members 
Mstep: Class 2 contains 6894 members 
Entering Unmasked Estep 
Score: -4728804.000000 Penalty: 3421.776611
	Iteration 95Q: 3 clusters Score -4728804 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30624 members 
Mstep: Class 2 contains 6743 members 
Entering Unmasked Estep 
Score: -4728820.000000 Penalty: 3421.776611
	Iteration 96Q: 3 clusters Score -4728820 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30779 members 
Mstep: Class 2 contains 6588 members 
Entering Unmasked Estep 
Score: -4728853.000000 Penalty: 3421.776611
	Iteration 97Q: 3 clusters Score -4728853 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30942 members 
Mstep: Class 2 contains 6425 members 
Entering Unmasked Estep 
Score: -4728888.000000 Penalty: 3421.776611
	Iteration 98Q: 3 clusters Score -4728888 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31113 members 
Mstep: Class 2 contains 6254 members 
Entering Unmasked Estep 
Score: -4728928.500000 Penalty: 3421.776611
	Iteration 99Q: 3 clusters Score -4728928 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31289 members 
Mstep: Class 2 contains 6078 members 
Entering Unmasked Estep 
Score: -4728951.000000 Penalty: 3421.776611
	Iteration 100F: 3 clusters Score -4728951 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31472 members 
Mstep: Class 2 contains 5895 members 
Entering Unmasked Estep 
Score: -4728996.500000 Penalty: 3421.776611
	Iteration 101Q: 3 clusters Score -4728996 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31679 members 
Mstep: Class 2 contains 5688 members 
Entering Unmasked Estep 
Score: -4729057.000000 Penalty: 3421.776611
	Iteration 102Q: 3 clusters Score -4729057 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31890 members 
Mstep: Class 2 contains 5477 members 
Entering Unmasked Estep 
Score: -4729105.000000 Penalty: 3421.776611
	Iteration 103Q: 3 clusters Score -4729105 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32084 members 
Mstep: Class 2 contains 5283 members 
Entering Unmasked Estep 
Score: -4729148.500000 Penalty: 3421.776611
	Iteration 104Q: 3 clusters Score -4729148 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32300 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -4729200.500000 Penalty: 3421.776611
	Iteration 105Q: 3 clusters Score -4729200 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32512 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
Score: -4729274.500000 Penalty: 3421.776611
	Iteration 106Q: 3 clusters Score -4729274 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32730 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -4729365.500000 Penalty: 3421.776611
	Iteration 107Q: 3 clusters Score -4729366 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32946 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -4729426.500000 Penalty: 3421.776611
	Iteration 108Q: 3 clusters Score -4729426 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33158 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -4729475.500000 Penalty: 3421.776611
	Iteration 109Q: 3 clusters Score -4729476 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33364 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -4729569.500000 Penalty: 3421.776611
	Iteration 110Q: 3 clusters Score -4729570 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33576 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -4729625.000000 Penalty: 3421.776611
	Iteration 111Q: 3 clusters Score -4729625 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33775 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -4729699.000000 Penalty: 3421.776611
	Iteration 112Q: 3 clusters Score -4729699 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33980 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -4729762.500000 Penalty: 3421.776611
	Iteration 113Q: 3 clusters Score -4729762 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34173 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -4729800.500000 Penalty: 3421.776611
	Iteration 114Q: 3 clusters Score -4729800 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34335 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -4729854.500000 Penalty: 3421.776611
	Iteration 115Q: 3 clusters Score -4729854 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34486 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -4729909.000000 Penalty: 3421.776611
	Iteration 116Q: 3 clusters Score -4729909 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34639 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -4729946.000000 Penalty: 3421.776611
	Iteration 117Q: 3 clusters Score -4729946 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34779 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -4729984.500000 Penalty: 3421.776611
	Iteration 118Q: 3 clusters Score -4729984 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34908 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -4730021.000000 Penalty: 3421.776611
	Iteration 119Q: 3 clusters Score -4730021 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35040 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -4730067.000000 Penalty: 3421.776611
	Iteration 120F: 3 clusters Score -4730067 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35153 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -4730110.000000 Penalty: 3421.776611
	Iteration 121Q: 3 clusters Score -4730110 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35251 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -4730132.500000 Penalty: 3421.776611
	Iteration 122Q: 3 clusters Score -4730132 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35334 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -4730153.500000 Penalty: 3421.776611
	Iteration 123Q: 3 clusters Score -4730154 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35408 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -4730191.500000 Penalty: 3421.776611
	Iteration 124Q: 3 clusters Score -4730192 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35497 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -4730219.000000 Penalty: 3421.776611
	Iteration 125Q: 3 clusters Score -4730219 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35573 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -4730245.000000 Penalty: 3421.776611
	Iteration 126Q: 3 clusters Score -4730245 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35635 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -4730265.500000 Penalty: 3421.776611
	Iteration 127Q: 3 clusters Score -4730266 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35696 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -4730304.000000 Penalty: 3421.776611
	Iteration 128Q: 3 clusters Score -4730304 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35755 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -4730310.500000 Penalty: 3421.776611
	Iteration 129Q: 3 clusters Score -4730310 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35805 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -4730323.500000 Penalty: 3421.776611
	Iteration 130Q: 3 clusters Score -4730324 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35854 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -4730327.000000 Penalty: 3421.776611
	Iteration 131Q: 3 clusters Score -4730327 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35894 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -4730341.500000 Penalty: 3421.776611
	Iteration 132Q: 3 clusters Score -4730342 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35931 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -4730334.000000 Penalty: 3421.776611
	Iteration 133Q: 3 clusters Score -4730334 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35959 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -4730333.500000 Penalty: 3421.776611
	Iteration 134Q: 3 clusters Score -4730334 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35989 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -4730344.000000 Penalty: 3421.776611
	Iteration 135Q: 3 clusters Score -4730344 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36018 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -4730365.000000 Penalty: 3421.776611
	Iteration 136Q: 3 clusters Score -4730365 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36043 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -4730370.500000 Penalty: 3421.776611
	Iteration 137Q: 3 clusters Score -4730370 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36072 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -4730382.000000 Penalty: 3421.776611
	Iteration 138Q: 3 clusters Score -4730382 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36090 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -4730382.000000 Penalty: 3421.776611
	Iteration 139Q: 3 clusters Score -4730382 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36105 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -4730390.000000 Penalty: 3421.776611
	Iteration 140F: 3 clusters Score -4730390 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36121 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -4730397.500000 Penalty: 3421.776611
	Iteration 141Q: 3 clusters Score -4730398 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36137 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -4730407.000000 Penalty: 3421.776611
	Iteration 142Q: 3 clusters Score -4730407 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36149 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -4730405.500000 Penalty: 3421.776611
	Iteration 143Q: 3 clusters Score -4730406 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36168 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -4730410.000000 Penalty: 3421.776611
	Iteration 144Q: 3 clusters Score -4730410 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36184 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -4730413.000000 Penalty: 3421.776611
	Iteration 145Q: 3 clusters Score -4730413 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36197 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -4730422.500000 Penalty: 3421.776611
	Iteration 146Q: 3 clusters Score -4730422 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36207 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -4730427.000000 Penalty: 3421.776611
	Iteration 147Q: 3 clusters Score -4730427 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36217 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -4730432.000000 Penalty: 3421.776611
	Iteration 148Q: 3 clusters Score -4730432 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36224 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -4730433.000000 Penalty: 3421.776611
	Iteration 149Q: 3 clusters Score -4730433 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36228 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -4730436.500000 Penalty: 3421.776611
	Iteration 150Q: 3 clusters Score -4730436 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36236 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -4730443.000000 Penalty: 3421.776611
	Iteration 151Q: 3 clusters Score -4730443 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36239 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -4730434.500000 Penalty: 3421.776611
	Iteration 152Q: 3 clusters Score -4730434 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36242 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -4730437.500000 Penalty: 3421.776611
	Iteration 153Q: 3 clusters Score -4730438 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36243 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -4730435.000000 Penalty: 3421.776611
	Iteration 154Q: 3 clusters Score -4730435 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36244 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -4730437.500000 Penalty: 3421.776611
	Iteration 155Q: 3 clusters Score -4730438 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36244 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -4730437.500000 Penalty: 3421.776611
	Iteration 156F: 3 clusters Score -4730438 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (9182 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9182 members 
Entering Unmasked Estep 
Score: -1230477.000000 Penalty: 1482.812500
	Iteration 0F: 2 clusters Score -1230477 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -1223871.000000 Penalty: 2965.625000
	Iteration 0F: 3 clusters Score -1223871 nChanged 3879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -1225894.625000 Penalty: 2965.625000
	Iteration 1F: 3 clusters Score -1225895 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -1226049.375000 Penalty: 2965.625000
	Iteration 2Q: 3 clusters Score -1226049 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -1226157.875000 Penalty: 2965.625000
	Iteration 3Q: 3 clusters Score -1226158 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -1226245.125000 Penalty: 2965.625000
	Iteration 4Q: 3 clusters Score -1226245 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -1226318.250000 Penalty: 2965.625000
	Iteration 5Q: 3 clusters Score -1226318 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -1226384.375000 Penalty: 2965.625000
	Iteration 6Q: 3 clusters Score -1226384 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 4946 members 
Entering Unmasked Estep 
Score: -1226441.250000 Penalty: 2965.625000
	Iteration 7Q: 3 clusters Score -1226441 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 5074 members 
Entering Unmasked Estep 
Score: -1226502.375000 Penalty: 2965.625000
	Iteration 8Q: 3 clusters Score -1226502 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 5239 members 
Entering Unmasked Estep 
Score: -1226577.375000 Penalty: 2965.625000
	Iteration 9Q: 3 clusters Score -1226577 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
Score: -1226653.750000 Penalty: 2965.625000
	Iteration 10Q: 3 clusters Score -1226654 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 5649 members 
Entering Unmasked Estep 
Score: -1226742.625000 Penalty: 2965.625000
	Iteration 11Q: 3 clusters Score -1226743 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 5897 members 
Entering Unmasked Estep 
Score: -1226856.125000 Penalty: 2965.625000
	Iteration 12Q: 3 clusters Score -1226856 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 6196 members 
Entering Unmasked Estep 
Score: -1226995.375000 Penalty: 2965.625000
	Iteration 13Q: 3 clusters Score -1226995 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 6540 members 
Entering Unmasked Estep 
Score: -1227189.750000 Penalty: 2965.625000
	Iteration 14Q: 3 clusters Score -1227190 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 6934 members 
Entering Unmasked Estep 
Score: -1227443.250000 Penalty: 2965.625000
	Iteration 15Q: 3 clusters Score -1227443 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 7342 members 
Entering Unmasked Estep 
Score: -1227740.125000 Penalty: 2965.625000
	Iteration 16Q: 3 clusters Score -1227740 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 7750 members 
Entering Unmasked Estep 
Score: -1228057.750000 Penalty: 2965.625000
	Iteration 17Q: 3 clusters Score -1228058 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 8111 members 
Entering Unmasked Estep 
Score: -1228369.500000 Penalty: 2965.625000
	Iteration 18Q: 3 clusters Score -1228370 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 8418 members 
Entering Unmasked Estep 
Score: -1228637.375000 Penalty: 2965.625000
	Iteration 19Q: 3 clusters Score -1228637 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 8628 members 
Entering Unmasked Estep 
Score: -1228832.875000 Penalty: 2965.625000
	Iteration 20F: 3 clusters Score -1228833 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 8757 members 
Entering Unmasked Estep 
Score: -1228961.250000 Penalty: 2965.625000
	Iteration 21Q: 3 clusters Score -1228961 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 8823 members 
Entering Unmasked Estep 
Score: -1229027.375000 Penalty: 2965.625000
	Iteration 22Q: 3 clusters Score -1229027 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 8867 members 
Entering Unmasked Estep 
Score: -1229070.625000 Penalty: 2965.625000
	Iteration 23Q: 3 clusters Score -1229071 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 8890 members 
Entering Unmasked Estep 
Score: -1229100.000000 Penalty: 2965.625000
	Iteration 24Q: 3 clusters Score -1229100 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 8905 members 
Entering Unmasked Estep 
Score: -1229112.000000 Penalty: 2965.625000
	Iteration 25Q: 3 clusters Score -1229112 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 8921 members 
Entering Unmasked Estep 
Score: -1229127.375000 Penalty: 2965.625000
	Iteration 26Q: 3 clusters Score -1229127 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 8930 members 
Entering Unmasked Estep 
Score: -1229136.125000 Penalty: 2965.625000
	Iteration 27Q: 3 clusters Score -1229136 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 8939 members 
Entering Unmasked Estep 
Score: -1229153.500000 Penalty: 2965.625000
	Iteration 28Q: 3 clusters Score -1229154 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 8949 members 
Entering Unmasked Estep 
Score: -1229174.250000 Penalty: 2965.625000
	Iteration 29Q: 3 clusters Score -1229174 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 8956 members 
Entering Unmasked Estep 
Score: -1229191.250000 Penalty: 2965.625000
	Iteration 30Q: 3 clusters Score -1229191 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 8961 members 
Entering Unmasked Estep 
Score: -1229201.875000 Penalty: 2965.625000
	Iteration 31Q: 3 clusters Score -1229202 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 8966 members 
Entering Unmasked Estep 
Score: -1229213.500000 Penalty: 2965.625000
	Iteration 32Q: 3 clusters Score -1229214 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 8970 members 
Entering Unmasked Estep 
Score: -1229226.750000 Penalty: 2965.625000
	Iteration 33Q: 3 clusters Score -1229227 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 8974 members 
Entering Unmasked Estep 
Score: -1229233.125000 Penalty: 2965.625000
	Iteration 34Q: 3 clusters Score -1229233 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 8975 members 
Entering Unmasked Estep 
Score: -1229236.375000 Penalty: 2965.625000
	Iteration 35Q: 3 clusters Score -1229236 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 8977 members 
Entering Unmasked Estep 
Score: -1229237.750000 Penalty: 2965.625000
	Iteration 36Q: 3 clusters Score -1229238 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 8977 members 
Entering Unmasked Estep 
Score: -1229237.750000 Penalty: 2965.625000
	Iteration 37F: 3 clusters Score -1229238 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (3381 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Entering Unmasked Estep 
Score: -413206.343750 Penalty: 1320.463135
	Iteration 0F: 2 clusters Score -413206.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -410270.968750 Penalty: 2640.926270
	Iteration 0F: 3 clusters Score -410271 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -411008.125000 Penalty: 2640.926270
	Iteration 1F: 3 clusters Score -411008.1 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -411157.062500 Penalty: 2640.926270
	Iteration 2F: 3 clusters Score -411157.1 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -411247.968750 Penalty: 2640.926270
	Iteration 3Q: 3 clusters Score -411248 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -411310.843750 Penalty: 2640.926270
	Iteration 4Q: 3 clusters Score -411310.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -411362.906250 Penalty: 2640.926270
	Iteration 5Q: 3 clusters Score -411362.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -411416.562500 Penalty: 2640.926270
	Iteration 6Q: 3 clusters Score -411416.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -411459.437500 Penalty: 2640.926270
	Iteration 7Q: 3 clusters Score -411459.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -411508.531250 Penalty: 2640.926270
	Iteration 8Q: 3 clusters Score -411508.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -411544.343750 Penalty: 2640.926270
	Iteration 9Q: 3 clusters Score -411544.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -411577.937500 Penalty: 2640.926270
	Iteration 10Q: 3 clusters Score -411577.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -411614.562500 Penalty: 2640.926270
	Iteration 11Q: 3 clusters Score -411614.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -411642.937500 Penalty: 2640.926270
	Iteration 12Q: 3 clusters Score -411642.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -411685.968750 Penalty: 2640.926270
	Iteration 13Q: 3 clusters Score -411686 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -411751.187500 Penalty: 2640.926270
	Iteration 14Q: 3 clusters Score -411751.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -411813.468750 Penalty: 2640.926270
	Iteration 15Q: 3 clusters Score -411813.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -411873.718750 Penalty: 2640.926270
	Iteration 16Q: 3 clusters Score -411873.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -411935.625000 Penalty: 2640.926270
	Iteration 17Q: 3 clusters Score -411935.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -411994.875000 Penalty: 2640.926270
	Iteration 18Q: 3 clusters Score -411994.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -412060.500000 Penalty: 2640.926270
	Iteration 19Q: 3 clusters Score -412060.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -412101.187500 Penalty: 2640.926270
	Iteration 20F: 3 clusters Score -412101.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -412134.125000 Penalty: 2640.926270
	Iteration 21Q: 3 clusters Score -412134.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -412160.250000 Penalty: 2640.926270
	Iteration 22Q: 3 clusters Score -412160.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -412192.656250 Penalty: 2640.926270
	Iteration 23Q: 3 clusters Score -412192.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -412228.281250 Penalty: 2640.926270
	Iteration 24Q: 3 clusters Score -412228.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -412264.968750 Penalty: 2640.926270
	Iteration 25Q: 3 clusters Score -412265 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -412321.375000 Penalty: 2640.926270
	Iteration 26Q: 3 clusters Score -412321.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -412376.000000 Penalty: 2640.926270
	Iteration 27Q: 3 clusters Score -412376 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -412435.750000 Penalty: 2640.926270
	Iteration 28Q: 3 clusters Score -412435.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -412498.281250 Penalty: 2640.926270
	Iteration 29Q: 3 clusters Score -412498.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -412590.500000 Penalty: 2640.926270
	Iteration 30Q: 3 clusters Score -412590.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -412642.343750 Penalty: 2640.926270
	Iteration 31Q: 3 clusters Score -412642.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -412667.875000 Penalty: 2640.926270
	Iteration 32Q: 3 clusters Score -412667.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -412674.968750 Penalty: 2640.926270
	Iteration 33Q: 3 clusters Score -412675 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -412683.250000 Penalty: 2640.926270
	Iteration 34Q: 3 clusters Score -412683.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -412688.281250 Penalty: 2640.926270
	Iteration 35Q: 3 clusters Score -412688.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -412692.656250 Penalty: 2640.926270
	Iteration 36Q: 3 clusters Score -412692.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -412696.468750 Penalty: 2640.926270
	Iteration 37Q: 3 clusters Score -412696.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -412698.843750 Penalty: 2640.926270
	Iteration 38Q: 3 clusters Score -412698.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -412700.656250 Penalty: 2640.926270
	Iteration 39Q: 3 clusters Score -412700.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -412701.125000 Penalty: 2640.926270
	Iteration 40F: 3 clusters Score -412701.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (9322 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9322 members 
Entering Unmasked Estep 
Score: -1160470.750000 Penalty: 1485.271606
	Iteration 0F: 2 clusters Score -1160471 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -1153818.125000 Penalty: 2970.543213
	Iteration 0F: 3 clusters Score -1153818 nChanged 3968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -1156186.000000 Penalty: 2970.543213
	Iteration 1F: 3 clusters Score -1156186 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -1156574.500000 Penalty: 2970.543213
	Iteration 2F: 3 clusters Score -1156574 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -1156915.125000 Penalty: 2970.543213
	Iteration 3F: 3 clusters Score -1156915 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -1157185.500000 Penalty: 2970.543213
	Iteration 4F: 3 clusters Score -1157186 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -1157438.250000 Penalty: 2970.543213
	Iteration 5Q: 3 clusters Score -1157438 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -1157681.500000 Penalty: 2970.543213
	Iteration 6Q: 3 clusters Score -1157682 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -1157919.250000 Penalty: 2970.543213
	Iteration 7Q: 3 clusters Score -1157919 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -1158147.625000 Penalty: 2970.543213
	Iteration 8Q: 3 clusters Score -1158148 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5143 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -1158358.750000 Penalty: 2970.543213
	Iteration 9Q: 3 clusters Score -1158359 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -1158525.875000 Penalty: 2970.543213
	Iteration 10Q: 3 clusters Score -1158526 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5409 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -1158639.000000 Penalty: 2970.543213
	Iteration 11Q: 3 clusters Score -1158639 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5485 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -1158723.625000 Penalty: 2970.543213
	Iteration 12Q: 3 clusters Score -1158724 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5511 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -1158795.000000 Penalty: 2970.543213
	Iteration 13Q: 3 clusters Score -1158795 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -1158859.625000 Penalty: 2970.543213
	Iteration 14Q: 3 clusters Score -1158860 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5500 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -1158912.375000 Penalty: 2970.543213
	Iteration 15Q: 3 clusters Score -1158912 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5472 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -1158950.750000 Penalty: 2970.543213
	Iteration 16Q: 3 clusters Score -1158951 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -1158979.875000 Penalty: 2970.543213
	Iteration 17Q: 3 clusters Score -1158980 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -1159004.000000 Penalty: 2970.543213
	Iteration 18Q: 3 clusters Score -1159004 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -1159018.000000 Penalty: 2970.543213
	Iteration 19Q: 3 clusters Score -1159018 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -1159031.875000 Penalty: 2970.543213
	Iteration 20F: 3 clusters Score -1159032 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -1159037.375000 Penalty: 2970.543213
	Iteration 21Q: 3 clusters Score -1159037 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -1159051.875000 Penalty: 2970.543213
	Iteration 22Q: 3 clusters Score -1159052 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -1159063.000000 Penalty: 2970.543213
	Iteration 23Q: 3 clusters Score -1159063 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5253 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -1159067.500000 Penalty: 2970.543213
	Iteration 24Q: 3 clusters Score -1159068 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -1159071.875000 Penalty: 2970.543213
	Iteration 25Q: 3 clusters Score -1159072 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5213 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -1159075.250000 Penalty: 2970.543213
	Iteration 26Q: 3 clusters Score -1159075 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -1159077.375000 Penalty: 2970.543213
	Iteration 27Q: 3 clusters Score -1159077 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -1159079.875000 Penalty: 2970.543213
	Iteration 28Q: 3 clusters Score -1159080 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -1159084.875000 Penalty: 2970.543213
	Iteration 29Q: 3 clusters Score -1159085 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -1159091.125000 Penalty: 2970.543213
	Iteration 30Q: 3 clusters Score -1159091 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -1159096.000000 Penalty: 2970.543213
	Iteration 31Q: 3 clusters Score -1159096 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -1159096.750000 Penalty: 2970.543213
	Iteration 32Q: 3 clusters Score -1159097 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -1159098.000000 Penalty: 2970.543213
	Iteration 33Q: 3 clusters Score -1159098 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5066 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -1159100.000000 Penalty: 2970.543213
	Iteration 34Q: 3 clusters Score -1159100 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -1159102.750000 Penalty: 2970.543213
	Iteration 35Q: 3 clusters Score -1159103 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -1159103.625000 Penalty: 2970.543213
	Iteration 36Q: 3 clusters Score -1159104 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -1159107.625000 Penalty: 2970.543213
	Iteration 37Q: 3 clusters Score -1159108 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -1159107.000000 Penalty: 2970.543213
	Iteration 38Q: 3 clusters Score -1159107 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -1159113.250000 Penalty: 2970.543213
	Iteration 39Q: 3 clusters Score -1159113 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -1159113.625000 Penalty: 2970.543213
	Iteration 40F: 3 clusters Score -1159114 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -1159115.875000 Penalty: 2970.543213
	Iteration 41Q: 3 clusters Score -1159116 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -1159118.000000 Penalty: 2970.543213
	Iteration 42Q: 3 clusters Score -1159118 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -1159119.875000 Penalty: 2970.543213
	Iteration 43Q: 3 clusters Score -1159120 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -1159118.625000 Penalty: 2970.543213
	Iteration 44Q: 3 clusters Score -1159119 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -1159122.125000 Penalty: 2970.543213
	Iteration 45Q: 3 clusters Score -1159122 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -1159124.250000 Penalty: 2970.543213
	Iteration 46Q: 3 clusters Score -1159124 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -1159128.375000 Penalty: 2970.543213
	Iteration 47Q: 3 clusters Score -1159128 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -1159130.500000 Penalty: 2970.543213
	Iteration 48Q: 3 clusters Score -1159130 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -1159131.875000 Penalty: 2970.543213
	Iteration 49Q: 3 clusters Score -1159132 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -1159134.000000 Penalty: 2970.543213
	Iteration 50Q: 3 clusters Score -1159134 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -1159134.000000 Penalty: 2970.543213
	Iteration 51Q: 3 clusters Score -1159134 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -1159134.625000 Penalty: 2970.543213
	Iteration 52Q: 3 clusters Score -1159135 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -1159137.375000 Penalty: 2970.543213
	Iteration 53Q: 3 clusters Score -1159137 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -1159139.125000 Penalty: 2970.543213
	Iteration 54Q: 3 clusters Score -1159139 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -1159137.750000 Penalty: 2970.543213
	Iteration 55Q: 3 clusters Score -1159138 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -1159138.000000 Penalty: 2970.543213
	Iteration 56Q: 3 clusters Score -1159138 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -1159141.500000 Penalty: 2970.543213
	Iteration 57Q: 3 clusters Score -1159142 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -1159142.250000 Penalty: 2970.543213
	Iteration 58Q: 3 clusters Score -1159142 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -1159144.125000 Penalty: 2970.543213
	Iteration 59Q: 3 clusters Score -1159144 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -1159144.875000 Penalty: 2970.543213
	Iteration 60F: 3 clusters Score -1159145 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -1159143.000000 Penalty: 2970.543213
	Iteration 61Q: 3 clusters Score -1159143 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -1159145.125000 Penalty: 2970.543213
	Iteration 62Q: 3 clusters Score -1159145 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -1159145.500000 Penalty: 2970.543213
	Iteration 63Q: 3 clusters Score -1159146 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -1159146.375000 Penalty: 2970.543213
	Iteration 64Q: 3 clusters Score -1159146 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -1159146.125000 Penalty: 2970.543213
	Iteration 65Q: 3 clusters Score -1159146 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -1159146.875000 Penalty: 2970.543213
	Iteration 66Q: 3 clusters Score -1159147 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -1159147.125000 Penalty: 2970.543213
	Iteration 67Q: 3 clusters Score -1159147 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -1159146.750000 Penalty: 2970.543213
	Iteration 68Q: 3 clusters Score -1159147 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -1159147.250000 Penalty: 2970.543213
	Iteration 69Q: 3 clusters Score -1159147 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -1159144.125000 Penalty: 2970.543213
	Iteration 70Q: 3 clusters Score -1159144 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -1159144.125000 Penalty: 2970.543213
	Iteration 71F: 3 clusters Score -1159144 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (14222 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14222 members 
Entering Unmasked Estep 
Score: -1793788.750000 Penalty: 1553.913696
	Iteration 0F: 2 clusters Score -1793789 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7116 members 
Mstep: Class 2 contains 7106 members 
Entering Unmasked Estep 
Score: -1783982.750000 Penalty: 3107.827393
	Iteration 0F: 3 clusters Score -1783983 nChanged 6230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7232 members 
Mstep: Class 2 contains 6990 members 
Entering Unmasked Estep 
Score: -1787476.875000 Penalty: 3107.827393
	Iteration 1F: 3 clusters Score -1787477 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7173 members 
Mstep: Class 2 contains 7049 members 
Entering Unmasked Estep 
Score: -1787771.625000 Penalty: 3107.827393
	Iteration 2F: 3 clusters Score -1787772 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7046 members 
Mstep: Class 2 contains 7176 members 
Entering Unmasked Estep 
Score: -1788038.250000 Penalty: 3107.827393
	Iteration 3Q: 3 clusters Score -1788038 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6863 members 
Mstep: Class 2 contains 7359 members 
Entering Unmasked Estep 
Score: -1788351.375000 Penalty: 3107.827393
	Iteration 4Q: 3 clusters Score -1788351 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6607 members 
Mstep: Class 2 contains 7615 members 
Entering Unmasked Estep 
Score: -1788853.500000 Penalty: 3107.827393
	Iteration 5F: 3 clusters Score -1788854 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6228 members 
Mstep: Class 2 contains 7994 members 
Entering Unmasked Estep 
Score: -1789604.000000 Penalty: 3107.827393
	Iteration 6F: 3 clusters Score -1789604 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5735 members 
Mstep: Class 2 contains 8487 members 
Entering Unmasked Estep 
Score: -1790375.625000 Penalty: 3107.827393
	Iteration 7F: 3 clusters Score -1790376 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5227 members 
Mstep: Class 2 contains 8995 members 
Entering Unmasked Estep 
Score: -1791151.000000 Penalty: 3107.827393
	Iteration 8F: 3 clusters Score -1791151 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 9475 members 
Entering Unmasked Estep 
Score: -1791790.250000 Penalty: 3107.827393
	Iteration 9F: 3 clusters Score -1791790 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 9874 members 
Entering Unmasked Estep 
Score: -1792276.625000 Penalty: 3107.827393
	Iteration 10F: 3 clusters Score -1792277 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 10190 members 
Entering Unmasked Estep 
Score: -1792685.750000 Penalty: 3107.827393
	Iteration 11Q: 3 clusters Score -1792686 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 10457 members 
Entering Unmasked Estep 
Score: -1792994.500000 Penalty: 3107.827393
	Iteration 12Q: 3 clusters Score -1792994 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 10676 members 
Entering Unmasked Estep 
Score: -1793238.125000 Penalty: 3107.827393
	Iteration 13Q: 3 clusters Score -1793238 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 10845 members 
Entering Unmasked Estep 
Score: -1793410.625000 Penalty: 3107.827393
	Iteration 14Q: 3 clusters Score -1793411 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 10985 members 
Entering Unmasked Estep 
Score: -1793537.375000 Penalty: 3107.827393
	Iteration 15Q: 3 clusters Score -1793537 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 11104 members 
Entering Unmasked Estep 
Score: -1793614.875000 Penalty: 3107.827393
	Iteration 16Q: 3 clusters Score -1793615 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 11205 members 
Entering Unmasked Estep 
Score: -1793659.875000 Penalty: 3107.827393
	Iteration 17Q: 3 clusters Score -1793660 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 11286 members 
Entering Unmasked Estep 
Score: -1793699.375000 Penalty: 3107.827393
	Iteration 18Q: 3 clusters Score -1793699 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 11359 members 
Entering Unmasked Estep 
Score: -1793722.750000 Penalty: 3107.827393
	Iteration 19Q: 3 clusters Score -1793723 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 11420 members 
Entering Unmasked Estep 
Score: -1793749.500000 Penalty: 3107.827393
	Iteration 20F: 3 clusters Score -1793750 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 11472 members 
Entering Unmasked Estep 
Score: -1793767.375000 Penalty: 3107.827393
	Iteration 21Q: 3 clusters Score -1793767 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 11513 members 
Entering Unmasked Estep 
Score: -1793781.500000 Penalty: 3107.827393
	Iteration 22Q: 3 clusters Score -1793782 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 11551 members 
Entering Unmasked Estep 
Score: -1793791.250000 Penalty: 3107.827393
	Iteration 23Q: 3 clusters Score -1793791 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 11583 members 
Entering Unmasked Estep 
Score: -1793801.875000 Penalty: 3107.827393
	Iteration 24Q: 3 clusters Score -1793802 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 11613 members 
Entering Unmasked Estep 
Score: -1793808.000000 Penalty: 3107.827393
	Iteration 25Q: 3 clusters Score -1793808 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 11639 members 
Entering Unmasked Estep 
Score: -1793812.000000 Penalty: 3107.827393
	Iteration 26Q: 3 clusters Score -1793812 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 11656 members 
Entering Unmasked Estep 
Score: -1793818.250000 Penalty: 3107.827393
	Iteration 27Q: 3 clusters Score -1793818 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 11671 members 
Entering Unmasked Estep 
Score: -1793821.250000 Penalty: 3107.827393
	Iteration 28Q: 3 clusters Score -1793821 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 11685 members 
Entering Unmasked Estep 
Score: -1793818.875000 Penalty: 3107.827393
	Iteration 29Q: 3 clusters Score -1793819 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 11701 members 
Entering Unmasked Estep 
Score: -1793824.125000 Penalty: 3107.827393
	Iteration 30Q: 3 clusters Score -1793824 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 11714 members 
Entering Unmasked Estep 
Score: -1793827.625000 Penalty: 3107.827393
	Iteration 31Q: 3 clusters Score -1793828 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 11724 members 
Entering Unmasked Estep 
Score: -1793825.000000 Penalty: 3107.827393
	Iteration 32Q: 3 clusters Score -1793825 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 11728 members 
Entering Unmasked Estep 
Score: -1793827.125000 Penalty: 3107.827393
	Iteration 33Q: 3 clusters Score -1793827 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 11731 members 
Entering Unmasked Estep 
Score: -1793828.375000 Penalty: 3107.827393
	Iteration 34Q: 3 clusters Score -1793828 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 11732 members 
Entering Unmasked Estep 
Score: -1793828.000000 Penalty: 3107.827393
	Iteration 35Q: 3 clusters Score -1793828 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 11736 members 
Entering Unmasked Estep 
Score: -1793825.750000 Penalty: 3107.827393
	Iteration 36Q: 3 clusters Score -1793826 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 11739 members 
Entering Unmasked Estep 
Score: -1793825.875000 Penalty: 3107.827393
	Iteration 37Q: 3 clusters Score -1793826 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 11742 members 
Entering Unmasked Estep 
Score: -1793825.125000 Penalty: 3107.827393
	Iteration 38Q: 3 clusters Score -1793825 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 11746 members 
Entering Unmasked Estep 
Score: -1793825.625000 Penalty: 3107.827393
	Iteration 39Q: 3 clusters Score -1793826 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 11747 members 
Entering Unmasked Estep 
Score: -1793827.125000 Penalty: 3107.827393
	Iteration 40F: 3 clusters Score -1793827 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 2108 members 
Mstep: Class 3 contains 5182 members 
Mstep: Class 4 contains 41065 members 
Mstep: Class 5 contains 95745 members 
Mstep: Class 6 contains 565 members 
Mstep: Class 7 contains 17834 members 
Mstep: Class 8 contains 151841 members 
Mstep: Class 9 contains 9193 members 
Mstep: Class 10 contains 1828 members 
Mstep: Class 11 contains 411 members 
Mstep: Class 12 contains 19027 members 
Mstep: Class 13 contains 1211 members 
Mstep: Class 14 contains 1404 members 
Mstep: Class 15 contains 8190 members 
Mstep: Class 16 contains 39454 members 
Mstep: Class 17 contains 58378 members 
Mstep: Class 18 contains 2473 members 
Mstep: Class 19 contains 14434 members 
Mstep: Class 20 contains 40460 members 
Mstep: Class 21 contains 7796 members 
Mstep: Class 22 contains 12475 members 
Mstep: Class 23 contains 2116 members 
Mstep: Class 24 contains 37367 members 
Mstep: Class 25 contains 9182 members 
Mstep: Class 26 contains 3381 members 
Mstep: Class 27 contains 9322 members 
Mstep: Class 28 contains 2475 members 
Mstep: Class 29 contains 12558 members 
Mstep: Class 30 contains 14236 members 
Mstep: Class 31 contains 47802 members 
Mstep: Class 32 contains 42395 members 
Mstep: Class 33 contains 20007 members 
Mstep: Class 34 contains 2089 members 
Mstep: Class 35 contains 13552 members 
Mstep: Class 36 contains 2610 members 
Mstep: Class 37 contains 1574 members 
Mstep: Class 38 contains 18087 members 
Mstep: Class 39 contains 1217 members 
Mstep: Class 40 contains 16696 members 
Mstep: Class 41 contains 2072 members 
Mstep: Class 42 contains 952 members 
Mstep: Class 43 contains 3827 members 
Mstep: Class 44 contains 2113 members 
Mstep: Class 45 contains 3260 members 
Mstep: Class 46 contains 3593 members 
Mstep: Class 47 contains 11747 members 
Entering Unmasked Estep 
Score: -100271128.000000 Penalty: 104006.164062
Splitting cluster 28 changes total score from -100270784.000000 to -100271128.000000
So it's getting split into cluster 47.
Entering ConstructFrom: 
Trying to split cluster 29 (12558 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12558 members 
Entering Unmasked Estep 
Score: -1399741.125000 Penalty: 1533.693359
	Iteration 0F: 2 clusters Score -1399741 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6274 members 
Mstep: Class 2 contains 6284 members 
Entering Unmasked Estep 
Score: -1390994.375000 Penalty: 3067.386719
	Iteration 0F: 3 clusters Score -1390994 nChanged 5551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6579 members 
Mstep: Class 2 contains 5979 members 
Entering Unmasked Estep 
Score: -1394869.625000 Penalty: 3067.386719
	Iteration 1F: 3 clusters Score -1394870 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6790 members 
Mstep: Class 2 contains 5768 members 
Entering Unmasked Estep 
Score: -1395798.500000 Penalty: 3067.386719
	Iteration 2F: 3 clusters Score -1395798 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6994 members 
Mstep: Class 2 contains 5564 members 
Entering Unmasked Estep 
Score: -1396505.000000 Penalty: 3067.386719
	Iteration 3F: 3 clusters Score -1396505 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7195 members 
Mstep: Class 2 contains 5363 members 
Entering Unmasked Estep 
Score: -1397059.000000 Penalty: 3067.386719
	Iteration 4F: 3 clusters Score -1397059 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7372 members 
Mstep: Class 2 contains 5186 members 
Entering Unmasked Estep 
Score: -1397501.500000 Penalty: 3067.386719
	Iteration 5F: 3 clusters Score -1397502 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7561 members 
Mstep: Class 2 contains 4997 members 
Entering Unmasked Estep 
Score: -1397877.750000 Penalty: 3067.386719
	Iteration 6F: 3 clusters Score -1397878 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7722 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -1398168.500000 Penalty: 3067.386719
	Iteration 7Q: 3 clusters Score -1398168 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7882 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -1398394.000000 Penalty: 3067.386719
	Iteration 8Q: 3 clusters Score -1398394 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8019 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -1398566.125000 Penalty: 3067.386719
	Iteration 9Q: 3 clusters Score -1398566 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8158 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -1398747.750000 Penalty: 3067.386719
	Iteration 10Q: 3 clusters Score -1398748 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8272 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -1398878.875000 Penalty: 3067.386719
	Iteration 11Q: 3 clusters Score -1398879 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8382 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -1398998.125000 Penalty: 3067.386719
	Iteration 12Q: 3 clusters Score -1398998 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8521 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -1399107.625000 Penalty: 3067.386719
	Iteration 13Q: 3 clusters Score -1399108 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8653 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -1399206.000000 Penalty: 3067.386719
	Iteration 14Q: 3 clusters Score -1399206 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8767 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -1399306.500000 Penalty: 3067.386719
	Iteration 15Q: 3 clusters Score -1399306 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8870 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -1399407.000000 Penalty: 3067.386719
	Iteration 16Q: 3 clusters Score -1399407 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8966 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -1399480.375000 Penalty: 3067.386719
	Iteration 17Q: 3 clusters Score -1399480 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9045 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -1399528.750000 Penalty: 3067.386719
	Iteration 18Q: 3 clusters Score -1399529 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9122 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -1399562.375000 Penalty: 3067.386719
	Iteration 19Q: 3 clusters Score -1399562 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9171 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -1399579.875000 Penalty: 3067.386719
	Iteration 20F: 3 clusters Score -1399580 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9215 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -1399602.000000 Penalty: 3067.386719
	Iteration 21Q: 3 clusters Score -1399602 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9264 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -1399631.250000 Penalty: 3067.386719
	Iteration 22Q: 3 clusters Score -1399631 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9307 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -1399662.250000 Penalty: 3067.386719
	Iteration 23Q: 3 clusters Score -1399662 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9350 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -1399685.375000 Penalty: 3067.386719
	Iteration 24Q: 3 clusters Score -1399685 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9396 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -1399706.125000 Penalty: 3067.386719
	Iteration 25Q: 3 clusters Score -1399706 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9446 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -1399731.625000 Penalty: 3067.386719
	Iteration 26Q: 3 clusters Score -1399732 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9486 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -1399760.500000 Penalty: 3067.386719
	Iteration 27Q: 3 clusters Score -1399760 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9539 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -1399804.125000 Penalty: 3067.386719
	Iteration 28Q: 3 clusters Score -1399804 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9600 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -1399848.625000 Penalty: 3067.386719
	Iteration 29Q: 3 clusters Score -1399849 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9646 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -1399884.875000 Penalty: 3067.386719
	Iteration 30Q: 3 clusters Score -1399885 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9713 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -1399935.125000 Penalty: 3067.386719
	Iteration 31Q: 3 clusters Score -1399935 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9786 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -1399989.000000 Penalty: 3067.386719
	Iteration 32Q: 3 clusters Score -1399989 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9856 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -1400029.875000 Penalty: 3067.386719
	Iteration 33Q: 3 clusters Score -1400030 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9926 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -1400061.875000 Penalty: 3067.386719
	Iteration 34Q: 3 clusters Score -1400062 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9992 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -1400088.125000 Penalty: 3067.386719
	Iteration 35Q: 3 clusters Score -1400088 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10057 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -1400112.125000 Penalty: 3067.386719
	Iteration 36Q: 3 clusters Score -1400112 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10121 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -1400128.250000 Penalty: 3067.386719
	Iteration 37Q: 3 clusters Score -1400128 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10174 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -1400140.375000 Penalty: 3067.386719
	Iteration 38Q: 3 clusters Score -1400140 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10206 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -1400144.875000 Penalty: 3067.386719
	Iteration 39Q: 3 clusters Score -1400145 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10229 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -1400147.750000 Penalty: 3067.386719
	Iteration 40F: 3 clusters Score -1400148 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10246 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -1400149.375000 Penalty: 3067.386719
	Iteration 41Q: 3 clusters Score -1400149 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10256 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -1400152.000000 Penalty: 3067.386719
	Iteration 42Q: 3 clusters Score -1400152 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10263 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -1400154.000000 Penalty: 3067.386719
	Iteration 43Q: 3 clusters Score -1400154 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10274 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -1400157.750000 Penalty: 3067.386719
	Iteration 44Q: 3 clusters Score -1400158 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10282 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -1400158.875000 Penalty: 3067.386719
	Iteration 45Q: 3 clusters Score -1400159 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10290 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -1400158.375000 Penalty: 3067.386719
	Iteration 46Q: 3 clusters Score -1400158 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10295 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -1400157.250000 Penalty: 3067.386719
	Iteration 47Q: 3 clusters Score -1400157 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10299 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -1400159.625000 Penalty: 3067.386719
	Iteration 48Q: 3 clusters Score -1400160 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10304 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -1400158.750000 Penalty: 3067.386719
	Iteration 49Q: 3 clusters Score -1400159 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10310 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -1400161.375000 Penalty: 3067.386719
	Iteration 50Q: 3 clusters Score -1400161 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10316 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -1400160.500000 Penalty: 3067.386719
	Iteration 51Q: 3 clusters Score -1400160 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10321 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -1400162.875000 Penalty: 3067.386719
	Iteration 52Q: 3 clusters Score -1400163 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10326 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -1400163.250000 Penalty: 3067.386719
	Iteration 53Q: 3 clusters Score -1400163 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10332 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -1400165.500000 Penalty: 3067.386719
	Iteration 54Q: 3 clusters Score -1400166 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10340 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -1400165.625000 Penalty: 3067.386719
	Iteration 55Q: 3 clusters Score -1400166 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10346 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -1400167.375000 Penalty: 3067.386719
	Iteration 56Q: 3 clusters Score -1400167 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10352 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -1400171.625000 Penalty: 3067.386719
	Iteration 57Q: 3 clusters Score -1400172 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10364 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -1400171.375000 Penalty: 3067.386719
	Iteration 58Q: 3 clusters Score -1400171 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10376 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -1400178.000000 Penalty: 3067.386719
	Iteration 59Q: 3 clusters Score -1400178 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10386 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -1400177.375000 Penalty: 3067.386719
	Iteration 60F: 3 clusters Score -1400177 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10400 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -1400182.625000 Penalty: 3067.386719
	Iteration 61Q: 3 clusters Score -1400183 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10412 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -1400181.125000 Penalty: 3067.386719
	Iteration 62Q: 3 clusters Score -1400181 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10417 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -1400183.750000 Penalty: 3067.386719
	Iteration 63Q: 3 clusters Score -1400184 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10422 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -1400185.250000 Penalty: 3067.386719
	Iteration 64Q: 3 clusters Score -1400185 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10426 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -1400186.625000 Penalty: 3067.386719
	Iteration 65Q: 3 clusters Score -1400187 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10428 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -1400185.750000 Penalty: 3067.386719
	Iteration 66Q: 3 clusters Score -1400186 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10428 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -1400185.750000 Penalty: 3067.386719
	Iteration 67F: 3 clusters Score -1400186 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 2108 members 
Mstep: Class 3 contains 5182 members 
Mstep: Class 4 contains 41065 members 
Mstep: Class 5 contains 95745 members 
Mstep: Class 6 contains 565 members 
Mstep: Class 7 contains 17834 members 
Mstep: Class 8 contains 151841 members 
Mstep: Class 9 contains 9193 members 
Mstep: Class 10 contains 1828 members 
Mstep: Class 11 contains 411 members 
Mstep: Class 12 contains 19027 members 
Mstep: Class 13 contains 1211 members 
Mstep: Class 14 contains 1404 members 
Mstep: Class 15 contains 8190 members 
Mstep: Class 16 contains 39454 members 
Mstep: Class 17 contains 58378 members 
Mstep: Class 18 contains 2473 members 
Mstep: Class 19 contains 14434 members 
Mstep: Class 20 contains 40460 members 
Mstep: Class 21 contains 7796 members 
Mstep: Class 22 contains 12475 members 
Mstep: Class 23 contains 2116 members 
Mstep: Class 24 contains 37367 members 
Mstep: Class 25 contains 9182 members 
Mstep: Class 26 contains 3381 members 
Mstep: Class 27 contains 9322 members 
Mstep: Class 28 contains 2475 members 
Mstep: Class 29 contains 10428 members 
Mstep: Class 30 contains 14236 members 
Mstep: Class 31 contains 47802 members 
Mstep: Class 32 contains 42395 members 
Mstep: Class 33 contains 20007 members 
Mstep: Class 34 contains 2089 members 
Mstep: Class 35 contains 13552 members 
Mstep: Class 36 contains 2610 members 
Mstep: Class 37 contains 1574 members 
Mstep: Class 38 contains 18087 members 
Mstep: Class 39 contains 1217 members 
Mstep: Class 40 contains 16696 members 
Mstep: Class 41 contains 2072 members 
Mstep: Class 42 contains 952 members 
Mstep: Class 43 contains 3827 members 
Mstep: Class 44 contains 2113 members 
Mstep: Class 45 contains 3260 members 
Mstep: Class 46 contains 3593 members 
Mstep: Class 47 contains 11747 members 
Mstep: Class 48 contains 2130 members 
Entering Unmasked Estep 
Score: -100270984.000000 Penalty: 106219.062500
Splitting cluster 29 changes total score from -100270784.000000 to -100270984.000000
So it's getting split into cluster 48.
Entering ConstructFrom: 
Trying to split cluster 30 (14236 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14236 members 
Entering Unmasked Estep 
Score: -1797771.500000 Penalty: 1554.073486
	Iteration 0F: 2 clusters Score -1797772 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7136 members 
Mstep: Class 2 contains 7100 members 
Entering Unmasked Estep 
Score: -1787935.875000 Penalty: 3108.146973
	Iteration 0F: 3 clusters Score -1787936 nChanged 6296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7202 members 
Mstep: Class 2 contains 7034 members 
Entering Unmasked Estep 
Score: -1791302.375000 Penalty: 3108.146973
	Iteration 1F: 3 clusters Score -1791302 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7174 members 
Mstep: Class 2 contains 7062 members 
Entering Unmasked Estep 
Score: -1791706.250000 Penalty: 3108.146973
	Iteration 2F: 3 clusters Score -1791706 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7120 members 
Mstep: Class 2 contains 7116 members 
Entering Unmasked Estep 
Score: -1792239.000000 Penalty: 3108.146973
	Iteration 3F: 3 clusters Score -1792239 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6987 members 
Mstep: Class 2 contains 7249 members 
Entering Unmasked Estep 
Score: -1792989.125000 Penalty: 3108.146973
	Iteration 4F: 3 clusters Score -1792989 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6801 members 
Mstep: Class 2 contains 7435 members 
Entering Unmasked Estep 
Score: -1793906.500000 Penalty: 3108.146973
	Iteration 5F: 3 clusters Score -1793906 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6607 members 
Mstep: Class 2 contains 7629 members 
Entering Unmasked Estep 
Score: -1794936.125000 Penalty: 3108.146973
	Iteration 6F: 3 clusters Score -1794936 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6450 members 
Mstep: Class 2 contains 7786 members 
Entering Unmasked Estep 
Score: -1795704.375000 Penalty: 3108.146973
	Iteration 7F: 3 clusters Score -1795704 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6413 members 
Mstep: Class 2 contains 7823 members 
Entering Unmasked Estep 
Score: -1796132.250000 Penalty: 3108.146973
	Iteration 8F: 3 clusters Score -1796132 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6436 members 
Mstep: Class 2 contains 7800 members 
Entering Unmasked Estep 
Score: -1796356.750000 Penalty: 3108.146973
	Iteration 9Q: 3 clusters Score -1796357 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6476 members 
Mstep: Class 2 contains 7760 members 
Entering Unmasked Estep 
Score: -1796500.875000 Penalty: 3108.146973
	Iteration 10Q: 3 clusters Score -1796501 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6529 members 
Mstep: Class 2 contains 7707 members 
Entering Unmasked Estep 
Score: -1796615.250000 Penalty: 3108.146973
	Iteration 11Q: 3 clusters Score -1796615 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6594 members 
Mstep: Class 2 contains 7642 members 
Entering Unmasked Estep 
Score: -1796702.750000 Penalty: 3108.146973
	Iteration 12Q: 3 clusters Score -1796703 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6664 members 
Mstep: Class 2 contains 7572 members 
Entering Unmasked Estep 
Score: -1796789.750000 Penalty: 3108.146973
	Iteration 13Q: 3 clusters Score -1796790 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6738 members 
Mstep: Class 2 contains 7498 members 
Entering Unmasked Estep 
Score: -1796883.125000 Penalty: 3108.146973
	Iteration 14Q: 3 clusters Score -1796883 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6818 members 
Mstep: Class 2 contains 7418 members 
Entering Unmasked Estep 
Score: -1796996.375000 Penalty: 3108.146973
	Iteration 15Q: 3 clusters Score -1796996 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6938 members 
Mstep: Class 2 contains 7298 members 
Entering Unmasked Estep 
Score: -1797150.250000 Penalty: 3108.146973
	Iteration 16Q: 3 clusters Score -1797150 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7076 members 
Mstep: Class 2 contains 7160 members 
Entering Unmasked Estep 
Score: -1797323.875000 Penalty: 3108.146973
	Iteration 17Q: 3 clusters Score -1797324 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7216 members 
Mstep: Class 2 contains 7020 members 
Entering Unmasked Estep 
Score: -1797507.750000 Penalty: 3108.146973
	Iteration 18Q: 3 clusters Score -1797508 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7337 members 
Mstep: Class 2 contains 6899 members 
Entering Unmasked Estep 
Score: -1797670.125000 Penalty: 3108.146973
	Iteration 19Q: 3 clusters Score -1797670 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7419 members 
Mstep: Class 2 contains 6817 members 
Entering Unmasked Estep 
Score: -1797780.000000 Penalty: 3108.146973
	Iteration 20F: 3 clusters Score -1797780 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7448 members 
Mstep: Class 2 contains 6788 members 
Entering Unmasked Estep 
Score: -1797833.875000 Penalty: 3108.146973
	Iteration 21Q: 3 clusters Score -1797834 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7478 members 
Mstep: Class 2 contains 6758 members 
Entering Unmasked Estep 
Score: -1797869.125000 Penalty: 3108.146973
	Iteration 22Q: 3 clusters Score -1797869 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7479 members 
Mstep: Class 2 contains 6757 members 
Entering Unmasked Estep 
Score: -1797891.875000 Penalty: 3108.146973
	Iteration 23Q: 3 clusters Score -1797892 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7476 members 
Mstep: Class 2 contains 6760 members 
Entering Unmasked Estep 
Score: -1797904.875000 Penalty: 3108.146973
	Iteration 24Q: 3 clusters Score -1797905 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7445 members 
Mstep: Class 2 contains 6791 members 
Entering Unmasked Estep 
Score: -1797916.250000 Penalty: 3108.146973
	Iteration 25Q: 3 clusters Score -1797916 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7411 members 
Mstep: Class 2 contains 6825 members 
Entering Unmasked Estep 
Score: -1797928.625000 Penalty: 3108.146973
	Iteration 26Q: 3 clusters Score -1797929 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7370 members 
Mstep: Class 2 contains 6866 members 
Entering Unmasked Estep 
Score: -1797943.375000 Penalty: 3108.146973
	Iteration 27Q: 3 clusters Score -1797943 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7337 members 
Mstep: Class 2 contains 6899 members 
Entering Unmasked Estep 
Score: -1797951.250000 Penalty: 3108.146973
	Iteration 28Q: 3 clusters Score -1797951 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7298 members 
Mstep: Class 2 contains 6938 members 
Entering Unmasked Estep 
Score: -1797959.250000 Penalty: 3108.146973
	Iteration 29Q: 3 clusters Score -1797959 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7253 members 
Mstep: Class 2 contains 6983 members 
Entering Unmasked Estep 
Score: -1797970.875000 Penalty: 3108.146973
	Iteration 30Q: 3 clusters Score -1797971 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7201 members 
Mstep: Class 2 contains 7035 members 
Entering Unmasked Estep 
Score: -1797996.250000 Penalty: 3108.146973
	Iteration 31Q: 3 clusters Score -1797996 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7131 members 
Mstep: Class 2 contains 7105 members 
Entering Unmasked Estep 
Score: -1798048.375000 Penalty: 3108.146973
	Iteration 32Q: 3 clusters Score -1798048 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7047 members 
Mstep: Class 2 contains 7189 members 
Entering Unmasked Estep 
Score: -1798116.250000 Penalty: 3108.146973
	Iteration 33Q: 3 clusters Score -1798116 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6936 members 
Mstep: Class 2 contains 7300 members 
Entering Unmasked Estep 
Score: -1798210.875000 Penalty: 3108.146973
	Iteration 34Q: 3 clusters Score -1798211 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6838 members 
Mstep: Class 2 contains 7398 members 
Entering Unmasked Estep 
Score: -1798296.625000 Penalty: 3108.146973
	Iteration 35Q: 3 clusters Score -1798297 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6743 members 
Mstep: Class 2 contains 7493 members 
Entering Unmasked Estep 
Score: -1798359.250000 Penalty: 3108.146973
	Iteration 36Q: 3 clusters Score -1798359 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6649 members 
Mstep: Class 2 contains 7587 members 
Entering Unmasked Estep 
Score: -1798405.875000 Penalty: 3108.146973
	Iteration 37Q: 3 clusters Score -1798406 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6574 members 
Mstep: Class 2 contains 7662 members 
Entering Unmasked Estep 
Score: -1798439.000000 Penalty: 3108.146973
	Iteration 38Q: 3 clusters Score -1798439 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6514 members 
Mstep: Class 2 contains 7722 members 
Entering Unmasked Estep 
Score: -1798454.125000 Penalty: 3108.146973
	Iteration 39Q: 3 clusters Score -1798454 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6456 members 
Mstep: Class 2 contains 7780 members 
Entering Unmasked Estep 
Score: -1798485.375000 Penalty: 3108.146973
	Iteration 40F: 3 clusters Score -1798485 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6398 members 
Mstep: Class 2 contains 7838 members 
Entering Unmasked Estep 
Score: -1798509.625000 Penalty: 3108.146973
	Iteration 41Q: 3 clusters Score -1798510 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 7883 members 
Entering Unmasked Estep 
Score: -1798525.250000 Penalty: 3108.146973
	Iteration 42Q: 3 clusters Score -1798525 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6316 members 
Mstep: Class 2 contains 7920 members 
Entering Unmasked Estep 
Score: -1798531.750000 Penalty: 3108.146973
	Iteration 43Q: 3 clusters Score -1798532 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6278 members 
Mstep: Class 2 contains 7958 members 
Entering Unmasked Estep 
Score: -1798539.625000 Penalty: 3108.146973
	Iteration 44Q: 3 clusters Score -1798540 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6243 members 
Mstep: Class 2 contains 7993 members 
Entering Unmasked Estep 
Score: -1798545.875000 Penalty: 3108.146973
	Iteration 45Q: 3 clusters Score -1798546 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6219 members 
Mstep: Class 2 contains 8017 members 
Entering Unmasked Estep 
Score: -1798551.625000 Penalty: 3108.146973
	Iteration 46Q: 3 clusters Score -1798552 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6192 members 
Mstep: Class 2 contains 8044 members 
Entering Unmasked Estep 
Score: -1798555.125000 Penalty: 3108.146973
	Iteration 47Q: 3 clusters Score -1798555 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6175 members 
Mstep: Class 2 contains 8061 members 
Entering Unmasked Estep 
Score: -1798561.375000 Penalty: 3108.146973
	Iteration 48Q: 3 clusters Score -1798561 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6161 members 
Mstep: Class 2 contains 8075 members 
Entering Unmasked Estep 
Score: -1798559.375000 Penalty: 3108.146973
	Iteration 49Q: 3 clusters Score -1798559 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6149 members 
Mstep: Class 2 contains 8087 members 
Entering Unmasked Estep 
Score: -1798559.875000 Penalty: 3108.146973
	Iteration 50Q: 3 clusters Score -1798560 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6142 members 
Mstep: Class 2 contains 8094 members 
Entering Unmasked Estep 
Score: -1798560.875000 Penalty: 3108.146973
	Iteration 51Q: 3 clusters Score -1798561 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6137 members 
Mstep: Class 2 contains 8099 members 
Entering Unmasked Estep 
Score: -1798564.875000 Penalty: 3108.146973
	Iteration 52Q: 3 clusters Score -1798565 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6135 members 
Mstep: Class 2 contains 8101 members 
Entering Unmasked Estep 
Score: -1798564.000000 Penalty: 3108.146973
	Iteration 53Q: 3 clusters Score -1798564 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6132 members 
Mstep: Class 2 contains 8104 members 
Entering Unmasked Estep 
Score: -1798563.000000 Penalty: 3108.146973
	Iteration 54Q: 3 clusters Score -1798563 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6132 members 
Mstep: Class 2 contains 8104 members 
Entering Unmasked Estep 
Score: -1798563.000000 Penalty: 3108.146973
	Iteration 55F: 3 clusters Score -1798563 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 2108 members 
Mstep: Class 3 contains 5182 members 
Mstep: Class 4 contains 41065 members 
Mstep: Class 5 contains 95745 members 
Mstep: Class 6 contains 565 members 
Mstep: Class 7 contains 17834 members 
Mstep: Class 8 contains 151841 members 
Mstep: Class 9 contains 9193 members 
Mstep: Class 10 contains 1828 members 
Mstep: Class 11 contains 411 members 
Mstep: Class 12 contains 19027 members 
Mstep: Class 13 contains 1211 members 
Mstep: Class 14 contains 1404 members 
Mstep: Class 15 contains 8190 members 
Mstep: Class 16 contains 39454 members 
Mstep: Class 17 contains 58378 members 
Mstep: Class 18 contains 2473 members 
Mstep: Class 19 contains 14434 members 
Mstep: Class 20 contains 40460 members 
Mstep: Class 21 contains 7796 members 
Mstep: Class 22 contains 12475 members 
Mstep: Class 23 contains 2116 members 
Mstep: Class 24 contains 37367 members 
Mstep: Class 25 contains 9182 members 
Mstep: Class 26 contains 3381 members 
Mstep: Class 27 contains 9322 members 
Mstep: Class 28 contains 2475 members 
Mstep: Class 29 contains 10428 members 
Mstep: Class 30 contains 6132 members 
Mstep: Class 31 contains 47802 members 
Mstep: Class 32 contains 42395 members 
Mstep: Class 33 contains 20007 members 
Mstep: Class 34 contains 2089 members 
Mstep: Class 35 contains 13552 members 
Mstep: Class 36 contains 2610 members 
Mstep: Class 37 contains 1574 members 
Mstep: Class 38 contains 18087 members 
Mstep: Class 39 contains 1217 members 
Mstep: Class 40 contains 16696 members 
Mstep: Class 41 contains 2072 members 
Mstep: Class 42 contains 952 members 
Mstep: Class 43 contains 3827 members 
Mstep: Class 44 contains 2113 members 
Mstep: Class 45 contains 3260 members 
Mstep: Class 46 contains 3593 members 
Mstep: Class 47 contains 11747 members 
Mstep: Class 48 contains 2130 members 
Mstep: Class 49 contains 8104 members 
Entering Unmasked Estep 
Score: -100270952.000000 Penalty: 108431.960938
Splitting cluster 30 changes total score from -100270784.000000 to -100270952.000000
So it's getting split into cluster 49.
Entering ConstructFrom: 
Trying to split cluster 31 (47802 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47802 members 
Entering Unmasked Estep 
Score: -6053614.000000 Penalty: 1750.908813
	Iteration 0F: 2 clusters Score -6053614 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23796 members 
Mstep: Class 2 contains 24006 members 
Entering Unmasked Estep 
Score: -6021506.000000 Penalty: 3501.817627
	Iteration 0F: 3 clusters Score -6021506 nChanged 22467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22895 members 
Mstep: Class 2 contains 24907 members 
Entering Unmasked Estep 
Score: -6035115.500000 Penalty: 3501.817627
	Iteration 1F: 3 clusters Score -6035116 nChanged 2897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22218 members 
Mstep: Class 2 contains 25584 members 
Entering Unmasked Estep 
Score: -6036798.000000 Penalty: 3501.817627
	Iteration 2F: 3 clusters Score -6036798 nChanged 3358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21152 members 
Mstep: Class 2 contains 26650 members 
Entering Unmasked Estep 
Score: -6039343.000000 Penalty: 3501.817627
	Iteration 3F: 3 clusters Score -6039343 nChanged 3805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19723 members 
Mstep: Class 2 contains 28079 members 
Entering Unmasked Estep 
Score: -6042762.000000 Penalty: 3501.817627
	Iteration 4F: 3 clusters Score -6042762 nChanged 3785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18480 members 
Mstep: Class 2 contains 29322 members 
Entering Unmasked Estep 
Score: -6045981.500000 Penalty: 3501.817627
	Iteration 5F: 3 clusters Score -6045982 nChanged 3427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17629 members 
Mstep: Class 2 contains 30173 members 
Entering Unmasked Estep 
Score: -6048746.000000 Penalty: 3501.817627
	Iteration 6F: 3 clusters Score -6048746 nChanged 2839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17044 members 
Mstep: Class 2 contains 30758 members 
Entering Unmasked Estep 
Score: -6051216.000000 Penalty: 3501.817627
	Iteration 7F: 3 clusters Score -6051216 nChanged 2240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16734 members 
Mstep: Class 2 contains 31068 members 
Entering Unmasked Estep 
Score: -6053152.500000 Penalty: 3501.817627
	Iteration 8Q: 3 clusters Score -6053152 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16595 members 
Mstep: Class 2 contains 31207 members 
Entering Unmasked Estep 
Score: -6054576.000000 Penalty: 3501.817627
	Iteration 9Q: 3 clusters Score -6054576 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16643 members 
Mstep: Class 2 contains 31159 members 
Entering Unmasked Estep 
Score: -6055597.500000 Penalty: 3501.817627
	Iteration 10Q: 3 clusters Score -6055598 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16778 members 
Mstep: Class 2 contains 31024 members 
Entering Unmasked Estep 
Score: -6056463.000000 Penalty: 3501.817627
	Iteration 11Q: 3 clusters Score -6056463 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17007 members 
Mstep: Class 2 contains 30795 members 
Entering Unmasked Estep 
Score: -6057109.000000 Penalty: 3501.817627
	Iteration 12Q: 3 clusters Score -6057109 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17243 members 
Mstep: Class 2 contains 30559 members 
Entering Unmasked Estep 
Score: -6057451.000000 Penalty: 3501.817627
	Iteration 13Q: 3 clusters Score -6057451 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17405 members 
Mstep: Class 2 contains 30397 members 
Entering Unmasked Estep 
Score: -6057596.500000 Penalty: 3501.817627
	Iteration 14Q: 3 clusters Score -6057596 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17511 members 
Mstep: Class 2 contains 30291 members 
Entering Unmasked Estep 
Score: -6057621.000000 Penalty: 3501.817627
	Iteration 15Q: 3 clusters Score -6057621 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17571 members 
Mstep: Class 2 contains 30231 members 
Entering Unmasked Estep 
Score: -6057665.000000 Penalty: 3501.817627
	Iteration 16Q: 3 clusters Score -6057665 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17629 members 
Mstep: Class 2 contains 30173 members 
Entering Unmasked Estep 
Score: -6057692.000000 Penalty: 3501.817627
	Iteration 17Q: 3 clusters Score -6057692 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17652 members 
Mstep: Class 2 contains 30150 members 
Entering Unmasked Estep 
Score: -6057677.500000 Penalty: 3501.817627
	Iteration 18Q: 3 clusters Score -6057678 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17679 members 
Mstep: Class 2 contains 30123 members 
Entering Unmasked Estep 
Score: -6057672.000000 Penalty: 3501.817627
	Iteration 19Q: 3 clusters Score -6057672 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17706 members 
Mstep: Class 2 contains 30096 members 
Entering Unmasked Estep 
Score: -6057676.500000 Penalty: 3501.817627
	Iteration 20F: 3 clusters Score -6057676 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17728 members 
Mstep: Class 2 contains 30074 members 
Entering Unmasked Estep 
Score: -6057684.500000 Penalty: 3501.817627
	Iteration 21Q: 3 clusters Score -6057684 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17739 members 
Mstep: Class 2 contains 30063 members 
Entering Unmasked Estep 
Score: -6057687.000000 Penalty: 3501.817627
	Iteration 22Q: 3 clusters Score -6057687 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17750 members 
Mstep: Class 2 contains 30052 members 
Entering Unmasked Estep 
Score: -6057678.500000 Penalty: 3501.817627
	Iteration 23Q: 3 clusters Score -6057678 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17755 members 
Mstep: Class 2 contains 30047 members 
Entering Unmasked Estep 
Score: -6057680.500000 Penalty: 3501.817627
	Iteration 24Q: 3 clusters Score -6057680 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17758 members 
Mstep: Class 2 contains 30044 members 
Entering Unmasked Estep 
Score: -6057673.000000 Penalty: 3501.817627
	Iteration 25Q: 3 clusters Score -6057673 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17763 members 
Mstep: Class 2 contains 30039 members 
Entering Unmasked Estep 
Score: -6057674.500000 Penalty: 3501.817627
	Iteration 26Q: 3 clusters Score -6057674 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17767 members 
Mstep: Class 2 contains 30035 members 
Entering Unmasked Estep 
Score: -6057678.500000 Penalty: 3501.817627
	Iteration 27Q: 3 clusters Score -6057678 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17771 members 
Mstep: Class 2 contains 30031 members 
Entering Unmasked Estep 
Score: -6057678.500000 Penalty: 3501.817627
	Iteration 28Q: 3 clusters Score -6057678 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17775 members 
Mstep: Class 2 contains 30027 members 
Entering Unmasked Estep 
Score: -6057684.500000 Penalty: 3501.817627
	Iteration 29Q: 3 clusters Score -6057684 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17776 members 
Mstep: Class 2 contains 30026 members 
Entering Unmasked Estep 
Score: -6057686.000000 Penalty: 3501.817627
	Iteration 30Q: 3 clusters Score -6057686 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17778 members 
Mstep: Class 2 contains 30024 members 
Entering Unmasked Estep 
Score: -6057686.500000 Penalty: 3501.817627
	Iteration 31Q: 3 clusters Score -6057686 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17781 members 
Mstep: Class 2 contains 30021 members 
Entering Unmasked Estep 
Score: -6057683.500000 Penalty: 3501.817627
	Iteration 32Q: 3 clusters Score -6057684 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17784 members 
Mstep: Class 2 contains 30018 members 
Entering Unmasked Estep 
Score: -6057686.000000 Penalty: 3501.817627
	Iteration 33Q: 3 clusters Score -6057686 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17786 members 
Mstep: Class 2 contains 30016 members 
Entering Unmasked Estep 
Score: -6057685.500000 Penalty: 3501.817627
	Iteration 34Q: 3 clusters Score -6057686 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17787 members 
Mstep: Class 2 contains 30015 members 
Entering Unmasked Estep 
Score: -6057685.000000 Penalty: 3501.817627
	Iteration 35Q: 3 clusters Score -6057685 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17787 members 
Mstep: Class 2 contains 30015 members 
Entering Unmasked Estep 
Score: -6057685.000000 Penalty: 3501.817627
	Iteration 36F: 3 clusters Score -6057685 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 2108 members 
Mstep: Class 3 contains 5182 members 
Mstep: Class 4 contains 41065 members 
Mstep: Class 5 contains 95745 members 
Mstep: Class 6 contains 565 members 
Mstep: Class 7 contains 17834 members 
Mstep: Class 8 contains 151841 members 
Mstep: Class 9 contains 9193 members 
Mstep: Class 10 contains 1828 members 
Mstep: Class 11 contains 411 members 
Mstep: Class 12 contains 19027 members 
Mstep: Class 13 contains 1211 members 
Mstep: Class 14 contains 1404 members 
Mstep: Class 15 contains 8190 members 
Mstep: Class 16 contains 39454 members 
Mstep: Class 17 contains 58378 members 
Mstep: Class 18 contains 2473 members 
Mstep: Class 19 contains 14434 members 
Mstep: Class 20 contains 40460 members 
Mstep: Class 21 contains 7796 members 
Mstep: Class 22 contains 12475 members 
Mstep: Class 23 contains 2116 members 
Mstep: Class 24 contains 37367 members 
Mstep: Class 25 contains 9182 members 
Mstep: Class 26 contains 3381 members 
Mstep: Class 27 contains 9322 members 
Mstep: Class 28 contains 2475 members 
Mstep: Class 29 contains 10428 members 
Mstep: Class 30 contains 6132 members 
Mstep: Class 31 contains 17787 members 
Mstep: Class 32 contains 42395 members 
Mstep: Class 33 contains 20007 members 
Mstep: Class 34 contains 2089 members 
Mstep: Class 35 contains 13552 members 
Mstep: Class 36 contains 2610 members 
Mstep: Class 37 contains 1574 members 
Mstep: Class 38 contains 18087 members 
Mstep: Class 39 contains 1217 members 
Mstep: Class 40 contains 16696 members 
Mstep: Class 41 contains 2072 members 
Mstep: Class 42 contains 952 members 
Mstep: Class 43 contains 3827 members 
Mstep: Class 44 contains 2113 members 
Mstep: Class 45 contains 3260 members 
Mstep: Class 46 contains 3593 members 
Mstep: Class 47 contains 11747 members 
Mstep: Class 48 contains 2130 members 
Mstep: Class 49 contains 8104 members 
Mstep: Class 50 contains 30015 members 
Entering Unmasked Estep 
Score: -100274216.000000 Penalty: 110644.859375
Splitting cluster 31 changes total score from -100270784.000000 to -100274216.000000
So it's getting split into cluster 50.
Entering ConstructFrom: 
Trying to split cluster 32 (42395 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42395 members 
Entering Unmasked Estep 
Score: -5357280.000000 Penalty: 1731.402710
	Iteration 0F: 2 clusters Score -5357280 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21320 members 
Mstep: Class 2 contains 21075 members 
Entering Unmasked Estep 
Score: -5328891.000000 Penalty: 3462.805420
	Iteration 0F: 3 clusters Score -5328891 nChanged 19760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22506 members 
Mstep: Class 2 contains 19889 members 
Entering Unmasked Estep 
Score: -5339969.500000 Penalty: 3462.805420
	Iteration 1F: 3 clusters Score -5339970 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23196 members 
Mstep: Class 2 contains 19199 members 
Entering Unmasked Estep 
Score: -5340515.000000 Penalty: 3462.805420
	Iteration 2Q: 3 clusters Score -5340515 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24223 members 
Mstep: Class 2 contains 18172 members 
Entering Unmasked Estep 
Score: -5341152.000000 Penalty: 3462.805420
	Iteration 3Q: 3 clusters Score -5341152 nChanged 2142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25687 members 
Mstep: Class 2 contains 16708 members 
Entering Unmasked Estep 
Score: -5342184.500000 Penalty: 3462.805420
	Iteration 4F: 3 clusters Score -5342184 nChanged 2582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27653 members 
Mstep: Class 2 contains 14742 members 
Entering Unmasked Estep 
Score: -5343736.500000 Penalty: 3462.805420
	Iteration 5F: 3 clusters Score -5343736 nChanged 2939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30062 members 
Mstep: Class 2 contains 12333 members 
Entering Unmasked Estep 
Score: -5345815.000000 Penalty: 3462.805420
	Iteration 6F: 3 clusters Score -5345815 nChanged 2996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32690 members 
Mstep: Class 2 contains 9705 members 
Entering Unmasked Estep 
Score: -5348134.000000 Penalty: 3462.805420
	Iteration 7F: 3 clusters Score -5348134 nChanged 2588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35054 members 
Mstep: Class 2 contains 7341 members 
Entering Unmasked Estep 
Score: -5350293.500000 Penalty: 3462.805420
	Iteration 8F: 3 clusters Score -5350294 nChanged 2036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36958 members 
Mstep: Class 2 contains 5437 members 
Entering Unmasked Estep 
Score: -5352117.000000 Penalty: 3462.805420
	Iteration 9Q: 3 clusters Score -5352117 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38385 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -5353580.000000 Penalty: 3462.805420
	Iteration 10Q: 3 clusters Score -5353580 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39298 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -5354602.000000 Penalty: 3462.805420
	Iteration 11Q: 3 clusters Score -5354602 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39811 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -5355229.000000 Penalty: 3462.805420
	Iteration 12Q: 3 clusters Score -5355229 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40119 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -5355699.500000 Penalty: 3462.805420
	Iteration 13Q: 3 clusters Score -5355700 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40282 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -5355897.500000 Penalty: 3462.805420
	Iteration 14Q: 3 clusters Score -5355898 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40409 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -5356011.500000 Penalty: 3462.805420
	Iteration 15Q: 3 clusters Score -5356012 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40518 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -5356078.500000 Penalty: 3462.805420
	Iteration 16Q: 3 clusters Score -5356078 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40597 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -5356123.500000 Penalty: 3462.805420
	Iteration 17Q: 3 clusters Score -5356124 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40664 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -5356155.000000 Penalty: 3462.805420
	Iteration 18Q: 3 clusters Score -5356155 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40712 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -5356181.500000 Penalty: 3462.805420
	Iteration 19Q: 3 clusters Score -5356182 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40750 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -5356199.000000 Penalty: 3462.805420
	Iteration 20F: 3 clusters Score -5356199 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40788 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -5356221.000000 Penalty: 3462.805420
	Iteration 21Q: 3 clusters Score -5356221 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40825 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -5356222.500000 Penalty: 3462.805420
	Iteration 22Q: 3 clusters Score -5356222 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40851 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -5356237.500000 Penalty: 3462.805420
	Iteration 23Q: 3 clusters Score -5356238 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40883 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -5356241.500000 Penalty: 3462.805420
	Iteration 24Q: 3 clusters Score -5356242 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40910 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -5356254.500000 Penalty: 3462.805420
	Iteration 25Q: 3 clusters Score -5356254 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40932 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -5356256.000000 Penalty: 3462.805420
	Iteration 26Q: 3 clusters Score -5356256 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40948 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -5356263.500000 Penalty: 3462.805420
	Iteration 27Q: 3 clusters Score -5356264 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40967 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -5356268.500000 Penalty: 3462.805420
	Iteration 28Q: 3 clusters Score -5356268 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40975 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -5356268.500000 Penalty: 3462.805420
	Iteration 29Q: 3 clusters Score -5356268 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40984 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -5356279.000000 Penalty: 3462.805420
	Iteration 30Q: 3 clusters Score -5356279 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40998 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -5356279.000000 Penalty: 3462.805420
	Iteration 31Q: 3 clusters Score -5356279 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41009 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -5356282.000000 Penalty: 3462.805420
	Iteration 32Q: 3 clusters Score -5356282 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41017 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -5356285.000000 Penalty: 3462.805420
	Iteration 33Q: 3 clusters Score -5356285 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41022 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -5356286.500000 Penalty: 3462.805420
	Iteration 34Q: 3 clusters Score -5356286 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41031 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -5356283.000000 Penalty: 3462.805420
	Iteration 35Q: 3 clusters Score -5356283 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41039 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -5356294.000000 Penalty: 3462.805420
	Iteration 36Q: 3 clusters Score -5356294 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41044 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -5356295.000000 Penalty: 3462.805420
	Iteration 37Q: 3 clusters Score -5356295 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41052 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -5356295.500000 Penalty: 3462.805420
	Iteration 38Q: 3 clusters Score -5356296 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41058 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -5356295.000000 Penalty: 3462.805420
	Iteration 39Q: 3 clusters Score -5356295 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41063 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -5356295.500000 Penalty: 3462.805420
	Iteration 40F: 3 clusters Score -5356296 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41068 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -5356300.000000 Penalty: 3462.805420
	Iteration 41Q: 3 clusters Score -5356300 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41075 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -5356302.500000 Penalty: 3462.805420
	Iteration 42Q: 3 clusters Score -5356302 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41080 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -5356304.500000 Penalty: 3462.805420
	Iteration 43Q: 3 clusters Score -5356304 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41084 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -5356307.000000 Penalty: 3462.805420
	Iteration 44Q: 3 clusters Score -5356307 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41090 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -5356310.000000 Penalty: 3462.805420
	Iteration 45Q: 3 clusters Score -5356310 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41094 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -5356308.000000 Penalty: 3462.805420
	Iteration 46Q: 3 clusters Score -5356308 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41099 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -5356310.000000 Penalty: 3462.805420
	Iteration 47Q: 3 clusters Score -5356310 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41104 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -5356310.000000 Penalty: 3462.805420
	Iteration 48Q: 3 clusters Score -5356310 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41109 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -5356312.500000 Penalty: 3462.805420
	Iteration 49Q: 3 clusters Score -5356312 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41113 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -5356316.000000 Penalty: 3462.805420
	Iteration 50Q: 3 clusters Score -5356316 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41114 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -5356314.500000 Penalty: 3462.805420
	Iteration 51Q: 3 clusters Score -5356314 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41117 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -5356313.000000 Penalty: 3462.805420
	Iteration 52Q: 3 clusters Score -5356313 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41119 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -5356314.000000 Penalty: 3462.805420
	Iteration 53Q: 3 clusters Score -5356314 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41123 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -5356316.500000 Penalty: 3462.805420
	Iteration 54Q: 3 clusters Score -5356316 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41125 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -5356311.500000 Penalty: 3462.805420
	Iteration 55Q: 3 clusters Score -5356312 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41128 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -5356311.500000 Penalty: 3462.805420
	Iteration 56Q: 3 clusters Score -5356312 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41129 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -5356311.500000 Penalty: 3462.805420
	Iteration 57Q: 3 clusters Score -5356312 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41132 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -5356313.500000 Penalty: 3462.805420
	Iteration 58Q: 3 clusters Score -5356314 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41136 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -5356319.000000 Penalty: 3462.805420
	Iteration 59Q: 3 clusters Score -5356319 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41138 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -5356322.000000 Penalty: 3462.805420
	Iteration 60F: 3 clusters Score -5356322 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41139 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -5356319.500000 Penalty: 3462.805420
	Iteration 61Q: 3 clusters Score -5356320 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41142 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -5356317.000000 Penalty: 3462.805420
	Iteration 62Q: 3 clusters Score -5356317 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41146 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -5356322.000000 Penalty: 3462.805420
	Iteration 63Q: 3 clusters Score -5356322 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41148 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -5356319.500000 Penalty: 3462.805420
	Iteration 64Q: 3 clusters Score -5356320 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41151 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -5356328.500000 Penalty: 3462.805420
	Iteration 65Q: 3 clusters Score -5356328 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41154 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -5356324.500000 Penalty: 3462.805420
	Iteration 66Q: 3 clusters Score -5356324 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41155 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -5356325.000000 Penalty: 3462.805420
	Iteration 67Q: 3 clusters Score -5356325 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41157 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -5356324.500000 Penalty: 3462.805420
	Iteration 68Q: 3 clusters Score -5356324 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41158 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -5356323.500000 Penalty: 3462.805420
	Iteration 69Q: 3 clusters Score -5356324 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41159 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -5356324.000000 Penalty: 3462.805420
	Iteration 70Q: 3 clusters Score -5356324 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41160 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -5356324.500000 Penalty: 3462.805420
	Iteration 71Q: 3 clusters Score -5356324 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41162 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -5356325.000000 Penalty: 3462.805420
	Iteration 72Q: 3 clusters Score -5356325 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41163 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -5356323.500000 Penalty: 3462.805420
	Iteration 73Q: 3 clusters Score -5356324 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41165 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -5356321.500000 Penalty: 3462.805420
	Iteration 74Q: 3 clusters Score -5356322 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41166 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -5356323.500000 Penalty: 3462.805420
	Iteration 75Q: 3 clusters Score -5356324 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41169 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -5356324.000000 Penalty: 3462.805420
	Iteration 76Q: 3 clusters Score -5356324 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41172 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -5356329.000000 Penalty: 3462.805420
	Iteration 77Q: 3 clusters Score -5356329 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41175 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -5356333.000000 Penalty: 3462.805420
	Iteration 78Q: 3 clusters Score -5356333 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41177 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -5356328.500000 Penalty: 3462.805420
	Iteration 79Q: 3 clusters Score -5356328 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41182 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -5356328.500000 Penalty: 3462.805420
	Iteration 80F: 3 clusters Score -5356328 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41183 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -5356326.500000 Penalty: 3462.805420
	Iteration 81Q: 3 clusters Score -5356326 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41184 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -5356332.000000 Penalty: 3462.805420
	Iteration 82Q: 3 clusters Score -5356332 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41185 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -5356336.000000 Penalty: 3462.805420
	Iteration 83Q: 3 clusters Score -5356336 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41185 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -5356336.000000 Penalty: 3462.805420
	Iteration 84F: 3 clusters Score -5356336 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (20007 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20007 members 
Entering Unmasked Estep 
Score: -2489045.750000 Penalty: 1609.373535
	Iteration 0F: 2 clusters Score -2489046 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10023 members 
Mstep: Class 2 contains 9984 members 
Entering Unmasked Estep 
Score: -2475399.250000 Penalty: 3218.747070
	Iteration 0F: 3 clusters Score -2475399 nChanged 9016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10261 members 
Mstep: Class 2 contains 9746 members 
Entering Unmasked Estep 
Score: -2480953.500000 Penalty: 3218.747070
	Iteration 1F: 3 clusters Score -2480954 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10460 members 
Mstep: Class 2 contains 9547 members 
Entering Unmasked Estep 
Score: -2481976.250000 Penalty: 3218.747070
	Iteration 2F: 3 clusters Score -2481976 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10667 members 
Mstep: Class 2 contains 9340 members 
Entering Unmasked Estep 
Score: -2482870.500000 Penalty: 3218.747070
	Iteration 3F: 3 clusters Score -2482870 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10962 members 
Mstep: Class 2 contains 9045 members 
Entering Unmasked Estep 
Score: -2483606.250000 Penalty: 3218.747070
	Iteration 4F: 3 clusters Score -2483606 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11312 members 
Mstep: Class 2 contains 8695 members 
Entering Unmasked Estep 
Score: -2484280.500000 Penalty: 3218.747070
	Iteration 5F: 3 clusters Score -2484280 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11635 members 
Mstep: Class 2 contains 8372 members 
Entering Unmasked Estep 
Score: -2484790.250000 Penalty: 3218.747070
	Iteration 6F: 3 clusters Score -2484790 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11921 members 
Mstep: Class 2 contains 8086 members 
Entering Unmasked Estep 
Score: -2485139.750000 Penalty: 3218.747070
	Iteration 7Q: 3 clusters Score -2485140 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12165 members 
Mstep: Class 2 contains 7842 members 
Entering Unmasked Estep 
Score: -2485381.000000 Penalty: 3218.747070
	Iteration 8Q: 3 clusters Score -2485381 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12420 members 
Mstep: Class 2 contains 7587 members 
Entering Unmasked Estep 
Score: -2485555.750000 Penalty: 3218.747070
	Iteration 9Q: 3 clusters Score -2485556 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12645 members 
Mstep: Class 2 contains 7362 members 
Entering Unmasked Estep 
Score: -2485740.750000 Penalty: 3218.747070
	Iteration 10Q: 3 clusters Score -2485741 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12895 members 
Mstep: Class 2 contains 7112 members 
Entering Unmasked Estep 
Score: -2485891.750000 Penalty: 3218.747070
	Iteration 11Q: 3 clusters Score -2485892 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13102 members 
Mstep: Class 2 contains 6905 members 
Entering Unmasked Estep 
Score: -2486100.750000 Penalty: 3218.747070
	Iteration 12Q: 3 clusters Score -2486101 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13286 members 
Mstep: Class 2 contains 6721 members 
Entering Unmasked Estep 
Score: -2486373.500000 Penalty: 3218.747070
	Iteration 13Q: 3 clusters Score -2486374 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13479 members 
Mstep: Class 2 contains 6528 members 
Entering Unmasked Estep 
Score: -2486681.750000 Penalty: 3218.747070
	Iteration 14Q: 3 clusters Score -2486682 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13662 members 
Mstep: Class 2 contains 6345 members 
Entering Unmasked Estep 
Score: -2486958.500000 Penalty: 3218.747070
	Iteration 15Q: 3 clusters Score -2486958 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13851 members 
Mstep: Class 2 contains 6156 members 
Entering Unmasked Estep 
Score: -2487272.250000 Penalty: 3218.747070
	Iteration 16Q: 3 clusters Score -2487272 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14029 members 
Mstep: Class 2 contains 5978 members 
Entering Unmasked Estep 
Score: -2487727.250000 Penalty: 3218.747070
	Iteration 17Q: 3 clusters Score -2487727 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14153 members 
Mstep: Class 2 contains 5854 members 
Entering Unmasked Estep 
Score: -2488511.500000 Penalty: 3218.747070
	Iteration 18Q: 3 clusters Score -2488512 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14304 members 
Mstep: Class 2 contains 5703 members 
Entering Unmasked Estep 
Score: -2489424.250000 Penalty: 3218.747070
	Iteration 19Q: 3 clusters Score -2489424 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14565 members 
Mstep: Class 2 contains 5442 members 
Entering Unmasked Estep 
Score: -2490000.500000 Penalty: 3218.747070
	Iteration 20F: 3 clusters Score -2490000 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14890 members 
Mstep: Class 2 contains 5117 members 
Entering Unmasked Estep 
Score: -2490357.500000 Penalty: 3218.747070
	Iteration 21Q: 3 clusters Score -2490358 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15217 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -2490690.250000 Penalty: 3218.747070
	Iteration 22Q: 3 clusters Score -2490690 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15550 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -2491058.750000 Penalty: 3218.747070
	Iteration 23Q: 3 clusters Score -2491059 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15840 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -2491437.000000 Penalty: 3218.747070
	Iteration 24Q: 3 clusters Score -2491437 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16085 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -2491840.500000 Penalty: 3218.747070
	Iteration 25Q: 3 clusters Score -2491840 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16261 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -2492044.250000 Penalty: 3218.747070
	Iteration 26Q: 3 clusters Score -2492044 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16396 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -2492174.250000 Penalty: 3218.747070
	Iteration 27Q: 3 clusters Score -2492174 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16491 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -2492242.000000 Penalty: 3218.747070
	Iteration 28Q: 3 clusters Score -2492242 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16541 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -2492262.000000 Penalty: 3218.747070
	Iteration 29Q: 3 clusters Score -2492262 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16564 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -2492266.750000 Penalty: 3218.747070
	Iteration 30Q: 3 clusters Score -2492267 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16575 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -2492271.750000 Penalty: 3218.747070
	Iteration 31Q: 3 clusters Score -2492272 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16583 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -2492275.750000 Penalty: 3218.747070
	Iteration 32Q: 3 clusters Score -2492276 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16584 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -2492274.750000 Penalty: 3218.747070
	Iteration 33Q: 3 clusters Score -2492275 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16585 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -2492275.500000 Penalty: 3218.747070
	Iteration 34Q: 3 clusters Score -2492276 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16585 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -2492275.500000 Penalty: 3218.747070
	Iteration 35F: 3 clusters Score -2492276 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 2108 members 
Mstep: Class 3 contains 5182 members 
Mstep: Class 4 contains 41065 members 
Mstep: Class 5 contains 95745 members 
Mstep: Class 6 contains 565 members 
Mstep: Class 7 contains 17834 members 
Mstep: Class 8 contains 151841 members 
Mstep: Class 9 contains 9193 members 
Mstep: Class 10 contains 1828 members 
Mstep: Class 11 contains 411 members 
Mstep: Class 12 contains 19027 members 
Mstep: Class 13 contains 1211 members 
Mstep: Class 14 contains 1404 members 
Mstep: Class 15 contains 8190 members 
Mstep: Class 16 contains 39454 members 
Mstep: Class 17 contains 58378 members 
Mstep: Class 18 contains 2473 members 
Mstep: Class 19 contains 14434 members 
Mstep: Class 20 contains 40460 members 
Mstep: Class 21 contains 7796 members 
Mstep: Class 22 contains 12475 members 
Mstep: Class 23 contains 2116 members 
Mstep: Class 24 contains 37367 members 
Mstep: Class 25 contains 9182 members 
Mstep: Class 26 contains 3381 members 
Mstep: Class 27 contains 9322 members 
Mstep: Class 28 contains 2475 members 
Mstep: Class 29 contains 10428 members 
Mstep: Class 30 contains 6132 members 
Mstep: Class 31 contains 17787 members 
Mstep: Class 32 contains 42395 members 
Mstep: Class 33 contains 16585 members 
Mstep: Class 34 contains 2089 members 
Mstep: Class 35 contains 13552 members 
Mstep: Class 36 contains 2610 members 
Mstep: Class 37 contains 1574 members 
Mstep: Class 38 contains 18087 members 
Mstep: Class 39 contains 1217 members 
Mstep: Class 40 contains 16696 members 
Mstep: Class 41 contains 2072 members 
Mstep: Class 42 contains 952 members 
Mstep: Class 43 contains 3827 members 
Mstep: Class 44 contains 2113 members 
Mstep: Class 45 contains 3260 members 
Mstep: Class 46 contains 3593 members 
Mstep: Class 47 contains 11747 members 
Mstep: Class 48 contains 2130 members 
Mstep: Class 49 contains 8104 members 
Mstep: Class 50 contains 30015 members 
Mstep: Class 51 contains 3422 members 
Entering Unmasked Estep 
Score: -100277312.000000 Penalty: 112857.750000
Splitting cluster 33 changes total score from -100270784.000000 to -100277312.000000
So it's getting split into cluster 51.
Entering ConstructFrom: 
Trying to split cluster 34 (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: -253407.234375 Penalty: 1242.221558
	Iteration 0F: 2 clusters Score -253407.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -251290.046875 Penalty: 2484.443115
	Iteration 0F: 3 clusters Score -251290 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -251731.437500 Penalty: 2484.443115
	Iteration 1F: 3 clusters Score -251731.4 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -251837.140625 Penalty: 2484.443115
	Iteration 2F: 3 clusters Score -251837.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -251910.750000 Penalty: 2484.443115
	Iteration 3Q: 3 clusters Score -251910.8 nChanged 79
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: -251979.828125 Penalty: 2484.443115
	Iteration 4Q: 3 clusters Score -251979.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -252057.109375 Penalty: 2484.443115
	Iteration 5Q: 3 clusters Score -252057.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -252158.390625 Penalty: 2484.443115
	Iteration 6Q: 3 clusters Score -252158.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -252283.125000 Penalty: 2484.443115
	Iteration 7Q: 3 clusters Score -252283.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -252419.531250 Penalty: 2484.443115
	Iteration 8Q: 3 clusters Score -252419.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -252515.140625 Penalty: 2484.443115
	Iteration 9Q: 3 clusters Score -252515.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -252620.250000 Penalty: 2484.443115
	Iteration 10Q: 3 clusters Score -252620.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -252680.843750 Penalty: 2484.443115
	Iteration 11Q: 3 clusters Score -252680.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -252718.250000 Penalty: 2484.443115
	Iteration 12Q: 3 clusters Score -252718.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -252741.890625 Penalty: 2484.443115
	Iteration 13Q: 3 clusters Score -252741.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -252755.359375 Penalty: 2484.443115
	Iteration 14Q: 3 clusters Score -252755.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -252765.156250 Penalty: 2484.443115
	Iteration 15Q: 3 clusters Score -252765.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -252770.343750 Penalty: 2484.443115
	Iteration 16Q: 3 clusters Score -252770.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -252777.156250 Penalty: 2484.443115
	Iteration 17Q: 3 clusters Score -252777.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -252782.328125 Penalty: 2484.443115
	Iteration 18Q: 3 clusters Score -252782.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -252785.718750 Penalty: 2484.443115
	Iteration 19Q: 3 clusters Score -252785.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -252785.781250 Penalty: 2484.443115
	Iteration 20F: 3 clusters Score -252785.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (13552 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13552 members 
Entering Unmasked Estep 
Score: -1726299.625000 Penalty: 1546.072144
	Iteration 0F: 2 clusters Score -1726300 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6748 members 
Mstep: Class 2 contains 6804 members 
Entering Unmasked Estep 
Score: -1716863.500000 Penalty: 3092.144287
	Iteration 0F: 3 clusters Score -1716864 nChanged 5995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6443 members 
Mstep: Class 2 contains 7109 members 
Entering Unmasked Estep 
Score: -1720044.625000 Penalty: 3092.144287
	Iteration 1F: 3 clusters Score -1720045 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6216 members 
Mstep: Class 2 contains 7336 members 
Entering Unmasked Estep 
Score: -1720279.625000 Penalty: 3092.144287
	Iteration 2Q: 3 clusters Score -1720280 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5878 members 
Mstep: Class 2 contains 7674 members 
Entering Unmasked Estep 
Score: -1720514.000000 Penalty: 3092.144287
	Iteration 3Q: 3 clusters Score -1720514 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5412 members 
Mstep: Class 2 contains 8140 members 
Entering Unmasked Estep 
Score: -1720852.500000 Penalty: 3092.144287
	Iteration 4Q: 3 clusters Score -1720852 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 8768 members 
Entering Unmasked Estep 
Score: -1721305.500000 Penalty: 3092.144287
	Iteration 5F: 3 clusters Score -1721306 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 9534 members 
Entering Unmasked Estep 
Score: -1721908.500000 Penalty: 3092.144287
	Iteration 6F: 3 clusters Score -1721908 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 10351 members 
Entering Unmasked Estep 
Score: -1722610.625000 Penalty: 3092.144287
	Iteration 7F: 3 clusters Score -1722611 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 11080 members 
Entering Unmasked Estep 
Score: -1723228.000000 Penalty: 3092.144287
	Iteration 8F: 3 clusters Score -1723228 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 11692 members 
Entering Unmasked Estep 
Score: -1723733.000000 Penalty: 3092.144287
	Iteration 9Q: 3 clusters Score -1723733 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 12148 members 
Entering Unmasked Estep 
Score: -1724117.625000 Penalty: 3092.144287
	Iteration 10Q: 3 clusters Score -1724118 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 12467 members 
Entering Unmasked Estep 
Score: -1724375.500000 Penalty: 3092.144287
	Iteration 11Q: 3 clusters Score -1724376 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 12682 members 
Entering Unmasked Estep 
Score: -1724565.125000 Penalty: 3092.144287
	Iteration 12Q: 3 clusters Score -1724565 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 12856 members 
Entering Unmasked Estep 
Score: -1724719.750000 Penalty: 3092.144287
	Iteration 13Q: 3 clusters Score -1724720 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 12966 members 
Entering Unmasked Estep 
Score: -1724816.000000 Penalty: 3092.144287
	Iteration 14Q: 3 clusters Score -1724816 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 13032 members 
Entering Unmasked Estep 
Score: -1724879.125000 Penalty: 3092.144287
	Iteration 15Q: 3 clusters Score -1724879 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 13077 members 
Entering Unmasked Estep 
Score: -1724925.250000 Penalty: 3092.144287
	Iteration 16Q: 3 clusters Score -1724925 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 13100 members 
Entering Unmasked Estep 
Score: -1724951.000000 Penalty: 3092.144287
	Iteration 17Q: 3 clusters Score -1724951 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 13119 members 
Entering Unmasked Estep 
Score: -1724970.750000 Penalty: 3092.144287
	Iteration 18Q: 3 clusters Score -1724971 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 13133 members 
Entering Unmasked Estep 
Score: -1724977.250000 Penalty: 3092.144287
	Iteration 19Q: 3 clusters Score -1724977 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 13142 members 
Entering Unmasked Estep 
Score: -1724984.875000 Penalty: 3092.144287
	Iteration 20F: 3 clusters Score -1724985 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 13151 members 
Entering Unmasked Estep 
Score: -1724990.500000 Penalty: 3092.144287
	Iteration 21Q: 3 clusters Score -1724990 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 13156 members 
Entering Unmasked Estep 
Score: -1724995.375000 Penalty: 3092.144287
	Iteration 22Q: 3 clusters Score -1724995 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 13159 members 
Entering Unmasked Estep 
Score: -1724998.000000 Penalty: 3092.144287
	Iteration 23Q: 3 clusters Score -1724998 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 13160 members 
Entering Unmasked Estep 
Score: -1724999.875000 Penalty: 3092.144287
	Iteration 24Q: 3 clusters Score -1725000 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 13163 members 
Entering Unmasked Estep 
Score: -1725005.375000 Penalty: 3092.144287
	Iteration 25Q: 3 clusters Score -1725005 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 13164 members 
Entering Unmasked Estep 
Score: -1725012.625000 Penalty: 3092.144287
	Iteration 26Q: 3 clusters Score -1725013 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 13166 members 
Entering Unmasked Estep 
Score: -1725010.000000 Penalty: 3092.144287
	Iteration 27Q: 3 clusters Score -1725010 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 13167 members 
Entering Unmasked Estep 
Score: -1725011.375000 Penalty: 3092.144287
	Iteration 28Q: 3 clusters Score -1725011 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 13167 members 
Entering Unmasked Estep 
Score: -1725011.375000 Penalty: 3092.144287
	Iteration 29F: 3 clusters Score -1725011 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (2610 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Entering Unmasked Estep 
Score: -311431.281250 Penalty: 1278.404663
	Iteration 0F: 2 clusters Score -311431.3 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 1297 members 
Entering Unmasked Estep 
Score: -308983.968750 Penalty: 2556.809326
	Iteration 0F: 3 clusters Score -308984 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -309570.218750 Penalty: 2556.809326
	Iteration 1F: 3 clusters Score -309570.2 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -309725.500000 Penalty: 2556.809326
	Iteration 2F: 3 clusters Score -309725.5 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -309830.406250 Penalty: 2556.809326
	Iteration 3F: 3 clusters Score -309830.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -309920.562500 Penalty: 2556.809326
	Iteration 4Q: 3 clusters Score -309920.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -309997.687500 Penalty: 2556.809326
	Iteration 5Q: 3 clusters Score -309997.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -310066.093750 Penalty: 2556.809326
	Iteration 6Q: 3 clusters Score -310066.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -310122.281250 Penalty: 2556.809326
	Iteration 7Q: 3 clusters Score -310122.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -310172.812500 Penalty: 2556.809326
	Iteration 8Q: 3 clusters Score -310172.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -310233.031250 Penalty: 2556.809326
	Iteration 9Q: 3 clusters Score -310233 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -310273.687500 Penalty: 2556.809326
	Iteration 10Q: 3 clusters Score -310273.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -310302.750000 Penalty: 2556.809326
	Iteration 11Q: 3 clusters Score -310302.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -310323.437500 Penalty: 2556.809326
	Iteration 12Q: 3 clusters Score -310323.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -310341.187500 Penalty: 2556.809326
	Iteration 13Q: 3 clusters Score -310341.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -310356.812500 Penalty: 2556.809326
	Iteration 14Q: 3 clusters Score -310356.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -310369.156250 Penalty: 2556.809326
	Iteration 15Q: 3 clusters Score -310369.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -310378.468750 Penalty: 2556.809326
	Iteration 16Q: 3 clusters Score -310378.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -310384.812500 Penalty: 2556.809326
	Iteration 17Q: 3 clusters Score -310384.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -310389.093750 Penalty: 2556.809326
	Iteration 18Q: 3 clusters Score -310389.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -310392.031250 Penalty: 2556.809326
	Iteration 19Q: 3 clusters Score -310392 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -310397.125000 Penalty: 2556.809326
	Iteration 20F: 3 clusters Score -310397.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -310397.468750 Penalty: 2556.809326
	Iteration 21Q: 3 clusters Score -310397.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -310398.250000 Penalty: 2556.809326
	Iteration 22Q: 3 clusters Score -310398.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -310399.281250 Penalty: 2556.809326
	Iteration 23Q: 3 clusters Score -310399.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -310400.812500 Penalty: 2556.809326
	Iteration 24Q: 3 clusters Score -310400.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -310402.218750 Penalty: 2556.809326
	Iteration 25Q: 3 clusters Score -310402.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -310403.937500 Penalty: 2556.809326
	Iteration 26Q: 3 clusters Score -310403.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -310405.000000 Penalty: 2556.809326
	Iteration 27Q: 3 clusters Score -310405 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -310407.031250 Penalty: 2556.809326
	Iteration 28Q: 3 clusters Score -310407 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -310407.718750 Penalty: 2556.809326
	Iteration 29Q: 3 clusters Score -310407.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -310410.843750 Penalty: 2556.809326
	Iteration 30Q: 3 clusters Score -310410.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -310415.843750 Penalty: 2556.809326
	Iteration 31Q: 3 clusters Score -310415.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -310423.250000 Penalty: 2556.809326
	Iteration 32Q: 3 clusters Score -310423.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -310428.500000 Penalty: 2556.809326
	Iteration 33Q: 3 clusters Score -310428.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -310438.625000 Penalty: 2556.809326
	Iteration 34Q: 3 clusters Score -310438.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -310444.750000 Penalty: 2556.809326
	Iteration 35Q: 3 clusters Score -310444.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -310450.781250 Penalty: 2556.809326
	Iteration 36Q: 3 clusters Score -310450.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -310458.593750 Penalty: 2556.809326
	Iteration 37Q: 3 clusters Score -310458.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -310464.375000 Penalty: 2556.809326
	Iteration 38Q: 3 clusters Score -310464.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -310467.843750 Penalty: 2556.809326
	Iteration 39Q: 3 clusters Score -310467.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -310472.625000 Penalty: 2556.809326
	Iteration 40F: 3 clusters Score -310472.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -310478.531250 Penalty: 2556.809326
	Iteration 41Q: 3 clusters Score -310478.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -310484.125000 Penalty: 2556.809326
	Iteration 42Q: 3 clusters Score -310484.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -310490.625000 Penalty: 2556.809326
	Iteration 43Q: 3 clusters Score -310490.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -310494.281250 Penalty: 2556.809326
	Iteration 44Q: 3 clusters Score -310494.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -310497.406250 Penalty: 2556.809326
	Iteration 45Q: 3 clusters Score -310497.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -310501.875000 Penalty: 2556.809326
	Iteration 46Q: 3 clusters Score -310501.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -310509.781250 Penalty: 2556.809326
	Iteration 47Q: 3 clusters Score -310509.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -310515.218750 Penalty: 2556.809326
	Iteration 48Q: 3 clusters Score -310515.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -310520.187500 Penalty: 2556.809326
	Iteration 49Q: 3 clusters Score -310520.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -310529.281250 Penalty: 2556.809326
	Iteration 50Q: 3 clusters Score -310529.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -310534.218750 Penalty: 2556.809326
	Iteration 51Q: 3 clusters Score -310534.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -310537.656250 Penalty: 2556.809326
	Iteration 52Q: 3 clusters Score -310537.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -310541.343750 Penalty: 2556.809326
	Iteration 53Q: 3 clusters Score -310541.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -310550.531250 Penalty: 2556.809326
	Iteration 54Q: 3 clusters Score -310550.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -310561.156250 Penalty: 2556.809326
	Iteration 55Q: 3 clusters Score -310561.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -310568.937500 Penalty: 2556.809326
	Iteration 56Q: 3 clusters Score -310568.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -310572.562500 Penalty: 2556.809326
	Iteration 57Q: 3 clusters Score -310572.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -310576.593750 Penalty: 2556.809326
	Iteration 58Q: 3 clusters Score -310576.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -310578.343750 Penalty: 2556.809326
	Iteration 59Q: 3 clusters Score -310578.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -310578.593750 Penalty: 2556.809326
	Iteration 60F: 3 clusters Score -310578.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 2108 members 
Mstep: Class 3 contains 5182 members 
Mstep: Class 4 contains 41065 members 
Mstep: Class 5 contains 95745 members 
Mstep: Class 6 contains 565 members 
Mstep: Class 7 contains 17834 members 
Mstep: Class 8 contains 151841 members 
Mstep: Class 9 contains 9193 members 
Mstep: Class 10 contains 1828 members 
Mstep: Class 11 contains 411 members 
Mstep: Class 12 contains 19027 members 
Mstep: Class 13 contains 1211 members 
Mstep: Class 14 contains 1404 members 
Mstep: Class 15 contains 8190 members 
Mstep: Class 16 contains 39454 members 
Mstep: Class 17 contains 58378 members 
Mstep: Class 18 contains 2473 members 
Mstep: Class 19 contains 14434 members 
Mstep: Class 20 contains 40460 members 
Mstep: Class 21 contains 7796 members 
Mstep: Class 22 contains 12475 members 
Mstep: Class 23 contains 2116 members 
Mstep: Class 24 contains 37367 members 
Mstep: Class 25 contains 9182 members 
Mstep: Class 26 contains 3381 members 
Mstep: Class 27 contains 9322 members 
Mstep: Class 28 contains 2475 members 
Mstep: Class 29 contains 10428 members 
Mstep: Class 30 contains 6132 members 
Mstep: Class 31 contains 17787 members 
Mstep: Class 32 contains 42395 members 
Mstep: Class 33 contains 16585 members 
Mstep: Class 34 contains 2089 members 
Mstep: Class 35 contains 13552 members 
Mstep: Class 36 contains 2610 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100286400.000000 Penalty: 112857.750000
Iteration 79Q: 52 clusters Score -1.002864e+08 nChanged 14307
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 2593 members 
Mstep: Class 3 contains 5321 members 
Mstep: Class 4 contains 40309 members 
Mstep: Class 5 contains 96685 members 
Mstep: Class 6 contains 520 members 
Mstep: Class 7 contains 17824 members 
Mstep: Class 8 contains 152037 members 
Mstep: Class 9 contains 9131 members 
Mstep: Class 10 contains 1917 members 
Mstep: Class 11 contains 450 members 
Mstep: Class 12 contains 18923 members 
Mstep: Class 13 contains 1277 members 
Mstep: Class 14 contains 1542 members 
Mstep: Class 15 contains 8370 members 
Mstep: Class 16 contains 39427 members 
Mstep: Class 17 contains 58300 members 
Mstep: Class 18 contains 2436 members 
Mstep: Class 19 contains 14403 members 
Mstep: Class 20 contains 40622 members 
Mstep: Class 21 contains 7870 members 
Mstep: Class 22 contains 12476 members 
Mstep: Class 23 contains 2316 members 
Mstep: Class 24 contains 37715 members 
Mstep: Class 25 contains 9218 members 
Mstep: Class 26 contains 3416 members 
Mstep: Class 27 contains 9274 members 
Mstep: Class 28 contains 2702 members 
Mstep: Class 29 contains 10540 members 
Mstep: Class 30 contains 6410 members 
Mstep: Class 31 contains 18815 members 
Mstep: Class 32 contains 42199 members 
Mstep: Class 33 contains 17101 members 
Mstep: Class 34 contains 2055 members 
Mstep: Class 35 contains 13605 members 
Mstep: Class 36 contains 2622 members 
Mstep: Class 37 contains 1806 members 
Mstep: Class 38 contains 17108 members 
Mstep: Class 39 contains 1215 members 
Mstep: Class 40 contains 15935 members 
Mstep: Class 41 contains 2074 members 
Mstep: Class 42 contains 940 members 
Mstep: Class 43 contains 3799 members 
Mstep: Class 44 contains 2046 members 
Mstep: Class 45 contains 3130 members 
Mstep: Class 46 contains 3375 members 
Mstep: Class 47 contains 11532 members 
Mstep: Class 48 contains 2204 members 
Mstep: Class 49 contains 7981 members 
Mstep: Class 50 contains 28393 members 
Mstep: Class 51 contains 3351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100293608.000000 Penalty: 112857.750000
Iteration 80F: 52 clusters Score -1.002936e+08 nChanged 11011
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 5259 members 
Mstep: Class 2 contains 2916 members 
Mstep: Class 3 contains 5362 members 
Mstep: Class 4 contains 39625 members 
Mstep: Class 5 contains 96675 members 
Mstep: Class 6 contains 499 members 
Mstep: Class 7 contains 17834 members 
Mstep: Class 8 contains 151827 members 
Mstep: Class 9 contains 9056 members 
Mstep: Class 10 contains 1978 members 
Mstep: Class 11 contains 452 members 
Mstep: Class 12 contains 18630 members 
Mstep: Class 13 contains 1281 members 
Mstep: Class 14 contains 1591 members 
Mstep: Class 15 contains 8252 members 
Mstep: Class 16 contains 39428 members 
Mstep: Class 17 contains 58168 members 
Mstep: Class 18 contains 2421 members 
Mstep: Class 19 contains 14162 members 
Mstep: Class 20 contains 40193 members 
Mstep: Class 21 contains 7899 members 
Mstep: Class 22 contains 12481 members 
Mstep: Class 23 contains 2433 members 
Mstep: Class 24 contains 37892 members 
Mstep: Class 25 contains 9216 members 
Mstep: Class 26 contains 3436 members 
Mstep: Class 27 contains 9150 members 
Mstep: Class 28 contains 2849 members 
Mstep: Class 29 contains 10275 members 
Mstep: Class 30 contains 6465 members 
Mstep: Class 31 contains 19243 members 
Mstep: Class 32 contains 41904 members 
Mstep: Class 33 contains 17227 members 
Mstep: Class 34 contains 2017 members 
Mstep: Class 35 contains 13294 members 
Mstep: Class 36 contains 2607 members 
Mstep: Class 37 contains 1960 members 
Mstep: Class 38 contains 17459 members 
Mstep: Class 39 contains 1244 members 
Mstep: Class 40 contains 15855 members 
Mstep: Class 41 contains 2113 members 
Mstep: Class 42 contains 1030 members 
Mstep: Class 43 contains 3964 members 
Mstep: Class 44 contains 2384 members 
Mstep: Class 45 contains 3171 members 
Mstep: Class 46 contains 3794 members 
Mstep: Class 47 contains 11519 members 
Mstep: Class 48 contains 2569 members 
Mstep: Class 49 contains 7999 members 
Mstep: Class 50 contains 28175 members 
Mstep: Class 51 contains 3341 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100296088.000000 Penalty: 112857.750000
Iteration 81Q: 52 clusters Score -1.002961e+08 nChanged 6598
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 3161 members 
Mstep: Class 3 contains 5381 members 
Mstep: Class 4 contains 39092 members 
Mstep: Class 5 contains 96677 members 
Mstep: Class 6 contains 491 members 
Mstep: Class 7 contains 17825 members 
Mstep: Class 8 contains 151684 members 
Mstep: Class 9 contains 9001 members 
Mstep: Class 10 contains 2022 members 
Mstep: Class 11 contains 450 members 
Mstep: Class 12 contains 18457 members 
Mstep: Class 13 contains 1292 members 
Mstep: Class 14 contains 1614 members 
Mstep: Class 15 contains 8204 members 
Mstep: Class 16 contains 39427 members 
Mstep: Class 17 contains 58056 members 
Mstep: Class 18 contains 2415 members 
Mstep: Class 19 contains 14018 members 
Mstep: Class 20 contains 40060 members 
Mstep: Class 21 contains 7905 members 
Mstep: Class 22 contains 12490 members 
Mstep: Class 23 contains 2515 members 
Mstep: Class 24 contains 38029 members 
Mstep: Class 25 contains 9202 members 
Mstep: Class 26 contains 3469 members 
Mstep: Class 27 contains 9082 members 
Mstep: Class 28 contains 2950 members 
Mstep: Class 29 contains 10106 members 
Mstep: Class 30 contains 6529 members 
Mstep: Class 31 contains 19617 members 
Mstep: Class 32 contains 41674 members 
Mstep: Class 33 contains 17296 members 
Mstep: Class 34 contains 1983 members 
Mstep: Class 35 contains 13060 members 
Mstep: Class 36 contains 2592 members 
Mstep: Class 37 contains 2090 members 
Mstep: Class 38 contains 17750 members 
Mstep: Class 39 contains 1270 members 
Mstep: Class 40 contains 15735 members 
Mstep: Class 41 contains 2125 members 
Mstep: Class 42 contains 1061 members 
Mstep: Class 43 contains 4067 members 
Mstep: Class 44 contains 2592 members 
Mstep: Class 45 contains 3192 members 
Mstep: Class 46 contains 4037 members 
Mstep: Class 47 contains 11536 members 
Mstep: Class 48 contains 2744 members 
Mstep: Class 49 contains 8001 members 
Mstep: Class 50 contains 27949 members 
Mstep: Class 51 contains 3336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100297848.000000 Penalty: 112857.750000
Iteration 82Q: 52 clusters Score -1.002978e+08 nChanged 4819
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 5275 members 
Mstep: Class 2 contains 3371 members 
Mstep: Class 3 contains 5398 members 
Mstep: Class 4 contains 38652 members 
Mstep: Class 5 contains 96618 members 
Mstep: Class 6 contains 485 members 
Mstep: Class 7 contains 17832 members 
Mstep: Class 8 contains 151631 members 
Mstep: Class 9 contains 8955 members 
Mstep: Class 10 contains 2043 members 
Mstep: Class 11 contains 451 members 
Mstep: Class 12 contains 18354 members 
Mstep: Class 13 contains 1300 members 
Mstep: Class 14 contains 1630 members 
Mstep: Class 15 contains 8173 members 
Mstep: Class 16 contains 39418 members 
Mstep: Class 17 contains 57973 members 
Mstep: Class 18 contains 2410 members 
Mstep: Class 19 contains 13891 members 
Mstep: Class 20 contains 39995 members 
Mstep: Class 21 contains 7919 members 
Mstep: Class 22 contains 12500 members 
Mstep: Class 23 contains 2576 members 
Mstep: Class 24 contains 38135 members 
Mstep: Class 25 contains 9172 members 
Mstep: Class 26 contains 3493 members 
Mstep: Class 27 contains 9051 members 
Mstep: Class 28 contains 3000 members 
Mstep: Class 29 contains 9945 members 
Mstep: Class 30 contains 6567 members 
Mstep: Class 31 contains 19957 members 
Mstep: Class 32 contains 41490 members 
Mstep: Class 33 contains 17376 members 
Mstep: Class 34 contains 1953 members 
Mstep: Class 35 contains 12886 members 
Mstep: Class 36 contains 2578 members 
Mstep: Class 37 contains 2190 members 
Mstep: Class 38 contains 17964 members 
Mstep: Class 39 contains 1292 members 
Mstep: Class 40 contains 15651 members 
Mstep: Class 41 contains 2121 members 
Mstep: Class 42 contains 1084 members 
Mstep: Class 43 contains 4134 members 
Mstep: Class 44 contains 2742 members 
Mstep: Class 45 contains 3196 members 
Mstep: Class 46 contains 4191 members 
Mstep: Class 47 contains 11562 members 
Mstep: Class 48 contains 2853 members 
Mstep: Class 49 contains 8018 members 
Mstep: Class 50 contains 27792 members 
Mstep: Class 51 contains 3331 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100299184.000000 Penalty: 112857.750000
Iteration 83Q: 52 clusters Score -1.002992e+08 nChanged 3900
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 3536 members 
Mstep: Class 3 contains 5398 members 
Mstep: Class 4 contains 38262 members 
Mstep: Class 5 contains 96610 members 
Mstep: Class 6 contains 478 members 
Mstep: Class 7 contains 17843 members 
Mstep: Class 8 contains 151602 members 
Mstep: Class 9 contains 8936 members 
Mstep: Class 10 contains 2074 members 
Mstep: Class 11 contains 449 members 
Mstep: Class 12 contains 18280 members 
Mstep: Class 13 contains 1299 members 
Mstep: Class 14 contains 1647 members 
Mstep: Class 15 contains 8157 members 
Mstep: Class 16 contains 39400 members 
Mstep: Class 17 contains 57895 members 
Mstep: Class 18 contains 2405 members 
Mstep: Class 19 contains 13786 members 
Mstep: Class 20 contains 40007 members 
Mstep: Class 21 contains 7924 members 
Mstep: Class 22 contains 12511 members 
Mstep: Class 23 contains 2633 members 
Mstep: Class 24 contains 38240 members 
Mstep: Class 25 contains 9162 members 
Mstep: Class 26 contains 3526 members 
Mstep: Class 27 contains 9012 members 
Mstep: Class 28 contains 3053 members 
Mstep: Class 29 contains 9790 members 
Mstep: Class 30 contains 6592 members 
Mstep: Class 31 contains 20218 members 
Mstep: Class 32 contains 41344 members 
Mstep: Class 33 contains 17442 members 
Mstep: Class 34 contains 1921 members 
Mstep: Class 35 contains 12735 members 
Mstep: Class 36 contains 2577 members 
Mstep: Class 37 contains 2278 members 
Mstep: Class 38 contains 18118 members 
Mstep: Class 39 contains 1309 members 
Mstep: Class 40 contains 15591 members 
Mstep: Class 41 contains 2116 members 
Mstep: Class 42 contains 1095 members 
Mstep: Class 43 contains 4170 members 
Mstep: Class 44 contains 2860 members 
Mstep: Class 45 contains 3191 members 
Mstep: Class 46 contains 4285 members 
Mstep: Class 47 contains 11592 members 
Mstep: Class 48 contains 2905 members 
Mstep: Class 49 contains 8029 members 
Mstep: Class 50 contains 27672 members 
Mstep: Class 51 contains 3333 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100299784.000000 Penalty: 112857.750000
Iteration 84Q: 52 clusters Score -1.002998e+08 nChanged 3354
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 5296 members 
Mstep: Class 2 contains 3673 members 
Mstep: Class 3 contains 5407 members 
Mstep: Class 4 contains 37921 members 
Mstep: Class 5 contains 96589 members 
Mstep: Class 6 contains 476 members 
Mstep: Class 7 contains 17862 members 
Mstep: Class 8 contains 151602 members 
Mstep: Class 9 contains 8892 members 
Mstep: Class 10 contains 2098 members 
Mstep: Class 11 contains 447 members 
Mstep: Class 12 contains 18210 members 
Mstep: Class 13 contains 1299 members 
Mstep: Class 14 contains 1660 members 
Mstep: Class 15 contains 8162 members 
Mstep: Class 16 contains 39388 members 
Mstep: Class 17 contains 57834 members 
Mstep: Class 18 contains 2401 members 
Mstep: Class 19 contains 13678 members 
Mstep: Class 20 contains 40042 members 
Mstep: Class 21 contains 7936 members 
Mstep: Class 22 contains 12522 members 
Mstep: Class 23 contains 2670 members 
Mstep: Class 24 contains 38333 members 
Mstep: Class 25 contains 9136 members 
Mstep: Class 26 contains 3557 members 
Mstep: Class 27 contains 8985 members 
Mstep: Class 28 contains 3106 members 
Mstep: Class 29 contains 9659 members 
Mstep: Class 30 contains 6599 members 
Mstep: Class 31 contains 20442 members 
Mstep: Class 32 contains 41196 members 
Mstep: Class 33 contains 17523 members 
Mstep: Class 34 contains 1900 members 
Mstep: Class 35 contains 12607 members 
Mstep: Class 36 contains 2571 members 
Mstep: Class 37 contains 2346 members 
Mstep: Class 38 contains 18250 members 
Mstep: Class 39 contains 1319 members 
Mstep: Class 40 contains 15562 members 
Mstep: Class 41 contains 2117 members 
Mstep: Class 42 contains 1106 members 
Mstep: Class 43 contains 4180 members 
Mstep: Class 44 contains 2946 members 
Mstep: Class 45 contains 3190 members 
Mstep: Class 46 contains 4368 members 
Mstep: Class 47 contains 11630 members 
Mstep: Class 48 contains 2947 members 
Mstep: Class 49 contains 8032 members 
Mstep: Class 50 contains 27570 members 
Mstep: Class 51 contains 3332 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100300744.000000 Penalty: 112857.750000
Iteration 85Q: 52 clusters Score -1.003007e+08 nChanged 2899
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 3795 members 
Mstep: Class 3 contains 5407 members 
Mstep: Class 4 contains 37642 members 
Mstep: Class 5 contains 96556 members 
Mstep: Class 6 contains 476 members 
Mstep: Class 7 contains 17875 members 
Mstep: Class 8 contains 151608 members 
Mstep: Class 9 contains 8871 members 
Mstep: Class 10 contains 2113 members 
Mstep: Class 11 contains 446 members 
Mstep: Class 12 contains 18165 members 
Mstep: Class 13 contains 1298 members 
Mstep: Class 14 contains 1670 members 
Mstep: Class 15 contains 8161 members 
Mstep: Class 16 contains 39371 members 
Mstep: Class 17 contains 57771 members 
Mstep: Class 18 contains 2396 members 
Mstep: Class 19 contains 13573 members 
Mstep: Class 20 contains 40072 members 
Mstep: Class 21 contains 7950 members 
Mstep: Class 22 contains 12528 members 
Mstep: Class 23 contains 2694 members 
Mstep: Class 24 contains 38431 members 
Mstep: Class 25 contains 9112 members 
Mstep: Class 26 contains 3584 members 
Mstep: Class 27 contains 8969 members 
Mstep: Class 28 contains 3146 members 
Mstep: Class 29 contains 9555 members 
Mstep: Class 30 contains 6617 members 
Mstep: Class 31 contains 20639 members 
Mstep: Class 32 contains 41073 members 
Mstep: Class 33 contains 17617 members 
Mstep: Class 34 contains 1876 members 
Mstep: Class 35 contains 12494 members 
Mstep: Class 36 contains 2568 members 
Mstep: Class 37 contains 2398 members 
Mstep: Class 38 contains 18329 members 
Mstep: Class 39 contains 1324 members 
Mstep: Class 40 contains 15517 members 
Mstep: Class 41 contains 2118 members 
Mstep: Class 42 contains 1111 members 
Mstep: Class 43 contains 4199 members 
Mstep: Class 44 contains 3011 members 
Mstep: Class 45 contains 3183 members 
Mstep: Class 46 contains 4444 members 
Mstep: Class 47 contains 11667 members 
Mstep: Class 48 contains 2972 members 
Mstep: Class 49 contains 8035 members 
Mstep: Class 50 contains 27515 members 
Mstep: Class 51 contains 3328 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100301072.000000 Penalty: 112857.750000
Iteration 86Q: 52 clusters Score -1.003011e+08 nChanged 2561
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 3895 members 
Mstep: Class 3 contains 5416 members 
Mstep: Class 4 contains 37415 members 
Mstep: Class 5 contains 96532 members 
Mstep: Class 6 contains 475 members 
Mstep: Class 7 contains 17879 members 
Mstep: Class 8 contains 151616 members 
Mstep: Class 9 contains 8863 members 
Mstep: Class 10 contains 2128 members 
Mstep: Class 11 contains 446 members 
Mstep: Class 12 contains 18135 members 
Mstep: Class 13 contains 1299 members 
Mstep: Class 14 contains 1681 members 
Mstep: Class 15 contains 8160 members 
Mstep: Class 16 contains 39360 members 
Mstep: Class 17 contains 57720 members 
Mstep: Class 18 contains 2393 members 
Mstep: Class 19 contains 13468 members 
Mstep: Class 20 contains 40096 members 
Mstep: Class 21 contains 7959 members 
Mstep: Class 22 contains 12534 members 
Mstep: Class 23 contains 2717 members 
Mstep: Class 24 contains 38493 members 
Mstep: Class 25 contains 9092 members 
Mstep: Class 26 contains 3607 members 
Mstep: Class 27 contains 8960 members 
Mstep: Class 28 contains 3170 members 
Mstep: Class 29 contains 9453 members 
Mstep: Class 30 contains 6634 members 
Mstep: Class 31 contains 20832 members 
Mstep: Class 32 contains 40971 members 
Mstep: Class 33 contains 17690 members 
Mstep: Class 34 contains 1858 members 
Mstep: Class 35 contains 12386 members 
Mstep: Class 36 contains 2565 members 
Mstep: Class 37 contains 2438 members 
Mstep: Class 38 contains 18383 members 
Mstep: Class 39 contains 1326 members 
Mstep: Class 40 contains 15466 members 
Mstep: Class 41 contains 2118 members 
Mstep: Class 42 contains 1115 members 
Mstep: Class 43 contains 4220 members 
Mstep: Class 44 contains 3080 members 
Mstep: Class 45 contains 3182 members 
Mstep: Class 46 contains 4512 members 
Mstep: Class 47 contains 11700 members 
Mstep: Class 48 contains 2984 members 
Mstep: Class 49 contains 8042 members 
Mstep: Class 50 contains 27479 members 
Mstep: Class 51 contains 3320 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100301592.000000 Penalty: 112857.750000
Iteration 87Q: 52 clusters Score -1.003016e+08 nChanged 2313
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 3987 members 
Mstep: Class 3 contains 5422 members 
Mstep: Class 4 contains 37213 members 
Mstep: Class 5 contains 96504 members 
Mstep: Class 6 contains 475 members 
Mstep: Class 7 contains 17890 members 
Mstep: Class 8 contains 151627 members 
Mstep: Class 9 contains 8852 members 
Mstep: Class 10 contains 2133 members 
Mstep: Class 11 contains 446 members 
Mstep: Class 12 contains 18120 members 
Mstep: Class 13 contains 1298 members 
Mstep: Class 14 contains 1699 members 
Mstep: Class 15 contains 8160 members 
Mstep: Class 16 contains 39356 members 
Mstep: Class 17 contains 57639 members 
Mstep: Class 18 contains 2389 members 
Mstep: Class 19 contains 13335 members 
Mstep: Class 20 contains 40138 members 
Mstep: Class 21 contains 7975 members 
Mstep: Class 22 contains 12541 members 
Mstep: Class 23 contains 2757 members 
Mstep: Class 24 contains 38553 members 
Mstep: Class 25 contains 9091 members 
Mstep: Class 26 contains 3627 members 
Mstep: Class 27 contains 8951 members 
Mstep: Class 28 contains 3192 members 
Mstep: Class 29 contains 9383 members 
Mstep: Class 30 contains 6651 members 
Mstep: Class 31 contains 21017 members 
Mstep: Class 32 contains 40886 members 
Mstep: Class 33 contains 17761 members 
Mstep: Class 34 contains 1819 members 
Mstep: Class 35 contains 12279 members 
Mstep: Class 36 contains 2561 members 
Mstep: Class 37 contains 2471 members 
Mstep: Class 38 contains 18420 members 
Mstep: Class 39 contains 1327 members 
Mstep: Class 40 contains 15417 members 
Mstep: Class 41 contains 2120 members 
Mstep: Class 42 contains 1118 members 
Mstep: Class 43 contains 4241 members 
Mstep: Class 44 contains 3132 members 
Mstep: Class 45 contains 3178 members 
Mstep: Class 46 contains 4557 members 
Mstep: Class 47 contains 11731 members 
Mstep: Class 48 contains 2987 members 
Mstep: Class 49 contains 8046 members 
Mstep: Class 50 contains 27470 members 
Mstep: Class 51 contains 3318 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100301976.000000 Penalty: 112857.750000
Iteration 88Q: 52 clusters Score -1.00302e+08 nChanged 2180
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 4076 members 
Mstep: Class 3 contains 5427 members 
Mstep: Class 4 contains 37050 members 
Mstep: Class 5 contains 96471 members 
Mstep: Class 6 contains 473 members 
Mstep: Class 7 contains 17896 members 
Mstep: Class 8 contains 151639 members 
Mstep: Class 9 contains 8855 members 
Mstep: Class 10 contains 2147 members 
Mstep: Class 11 contains 446 members 
Mstep: Class 12 contains 18100 members 
Mstep: Class 13 contains 1306 members 
Mstep: Class 14 contains 1712 members 
Mstep: Class 15 contains 8162 members 
Mstep: Class 16 contains 39351 members 
Mstep: Class 17 contains 57577 members 
Mstep: Class 18 contains 2387 members 
Mstep: Class 19 contains 13210 members 
Mstep: Class 20 contains 40182 members 
Mstep: Class 21 contains 7975 members 
Mstep: Class 22 contains 12542 members 
Mstep: Class 23 contains 2786 members 
Mstep: Class 24 contains 38609 members 
Mstep: Class 25 contains 9086 members 
Mstep: Class 26 contains 3649 members 
Mstep: Class 27 contains 8928 members 
Mstep: Class 28 contains 3236 members 
Mstep: Class 29 contains 9285 members 
Mstep: Class 30 contains 6659 members 
Mstep: Class 31 contains 21173 members 
Mstep: Class 32 contains 40801 members 
Mstep: Class 33 contains 17822 members 
Mstep: Class 34 contains 1798 members 
Mstep: Class 35 contains 12206 members 
Mstep: Class 36 contains 2561 members 
Mstep: Class 37 contains 2497 members 
Mstep: Class 38 contains 18455 members 
Mstep: Class 39 contains 1328 members 
Mstep: Class 40 contains 15377 members 
Mstep: Class 41 contains 2119 members 
Mstep: Class 42 contains 1119 members 
Mstep: Class 43 contains 4248 members 
Mstep: Class 44 contains 3178 members 
Mstep: Class 45 contains 3180 members 
Mstep: Class 46 contains 4587 members 
Mstep: Class 47 contains 11759 members 
Mstep: Class 48 contains 2994 members 
Mstep: Class 49 contains 8051 members 
Mstep: Class 50 contains 27474 members 
Mstep: Class 51 contains 3314 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100302216.000000 Penalty: 112857.750000
Iteration 89Q: 52 clusters Score -1.003022e+08 nChanged 2130
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 5313 members 
Mstep: Class 2 contains 4169 members 
Mstep: Class 3 contains 5431 members 
Mstep: Class 4 contains 36872 members 
Mstep: Class 5 contains 96428 members 
Mstep: Class 6 contains 470 members 
Mstep: Class 7 contains 17890 members 
Mstep: Class 8 contains 151638 members 
Mstep: Class 9 contains 8868 members 
Mstep: Class 10 contains 2159 members 
Mstep: Class 11 contains 447 members 
Mstep: Class 12 contains 18085 members 
Mstep: Class 13 contains 1310 members 
Mstep: Class 14 contains 1726 members 
Mstep: Class 15 contains 8166 members 
Mstep: Class 16 contains 39338 members 
Mstep: Class 17 contains 57511 members 
Mstep: Class 18 contains 2388 members 
Mstep: Class 19 contains 13089 members 
Mstep: Class 20 contains 40199 members 
Mstep: Class 21 contains 7985 members 
Mstep: Class 22 contains 12543 members 
Mstep: Class 23 contains 2806 members 
Mstep: Class 24 contains 38673 members 
Mstep: Class 25 contains 9093 members 
Mstep: Class 26 contains 3674 members 
Mstep: Class 27 contains 8920 members 
Mstep: Class 28 contains 3270 members 
Mstep: Class 29 contains 9201 members 
Mstep: Class 30 contains 6673 members 
Mstep: Class 31 contains 21306 members 
Mstep: Class 32 contains 40737 members 
Mstep: Class 33 contains 17864 members 
Mstep: Class 34 contains 1804 members 
Mstep: Class 35 contains 12134 members 
Mstep: Class 36 contains 2565 members 
Mstep: Class 37 contains 2522 members 
Mstep: Class 38 contains 18498 members 
Mstep: Class 39 contains 1331 members 
Mstep: Class 40 contains 15328 members 
Mstep: Class 41 contains 2112 members 
Mstep: Class 42 contains 1119 members 
Mstep: Class 43 contains 4257 members 
Mstep: Class 44 contains 3225 members 
Mstep: Class 45 contains 3177 members 
Mstep: Class 46 contains 4621 members 
Mstep: Class 47 contains 11791 members 
Mstep: Class 48 contains 3004 members 
Mstep: Class 49 contains 8053 members 
Mstep: Class 50 contains 27479 members 
Mstep: Class 51 contains 3312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100303064.000000 Penalty: 112857.750000
Iteration 90Q: 52 clusters Score -1.003031e+08 nChanged 1926
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 4259 members 
Mstep: Class 3 contains 5435 members 
Mstep: Class 4 contains 36703 members 
Mstep: Class 5 contains 96406 members 
Mstep: Class 6 contains 468 members 
Mstep: Class 7 contains 17879 members 
Mstep: Class 8 contains 151662 members 
Mstep: Class 9 contains 8876 members 
Mstep: Class 10 contains 2168 members 
Mstep: Class 11 contains 447 members 
Mstep: Class 12 contains 18075 members 
Mstep: Class 13 contains 1324 members 
Mstep: Class 14 contains 1739 members 
Mstep: Class 15 contains 8164 members 
Mstep: Class 16 contains 39325 members 
Mstep: Class 17 contains 57465 members 
Mstep: Class 18 contains 2388 members 
Mstep: Class 19 contains 12975 members 
Mstep: Class 20 contains 40221 members 
Mstep: Class 21 contains 7996 members 
Mstep: Class 22 contains 12547 members 
Mstep: Class 23 contains 2819 members 
Mstep: Class 24 contains 38715 members 
Mstep: Class 25 contains 9083 members 
Mstep: Class 26 contains 3691 members 
Mstep: Class 27 contains 8908 members 
Mstep: Class 28 contains 3294 members 
Mstep: Class 29 contains 9100 members 
Mstep: Class 30 contains 6688 members 
Mstep: Class 31 contains 21445 members 
Mstep: Class 32 contains 40680 members 
Mstep: Class 33 contains 17891 members 
Mstep: Class 34 contains 1808 members 
Mstep: Class 35 contains 12080 members 
Mstep: Class 36 contains 2567 members 
Mstep: Class 37 contains 2539 members 
Mstep: Class 38 contains 18569 members 
Mstep: Class 39 contains 1333 members 
Mstep: Class 40 contains 15297 members 
Mstep: Class 41 contains 2107 members 
Mstep: Class 42 contains 1122 members 
Mstep: Class 43 contains 4255 members 
Mstep: Class 44 contains 3250 members 
Mstep: Class 45 contains 3179 members 
Mstep: Class 46 contains 4645 members 
Mstep: Class 47 contains 11823 members 
Mstep: Class 48 contains 3017 members 
Mstep: Class 49 contains 8055 members 
Mstep: Class 50 contains 27469 members 
Mstep: Class 51 contains 3309 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100303448.000000 Penalty: 112857.750000
Iteration 91Q: 52 clusters Score -1.003034e+08 nChanged 1776
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 5313 members 
Mstep: Class 2 contains 4337 members 
Mstep: Class 3 contains 5437 members 
Mstep: Class 4 contains 36567 members 
Mstep: Class 5 contains 96373 members 
Mstep: Class 6 contains 469 members 
Mstep: Class 7 contains 17880 members 
Mstep: Class 8 contains 151687 members 
Mstep: Class 9 contains 8879 members 
Mstep: Class 10 contains 2177 members 
Mstep: Class 11 contains 447 members 
Mstep: Class 12 contains 18062 members 
Mstep: Class 13 contains 1333 members 
Mstep: Class 14 contains 1749 members 
Mstep: Class 15 contains 8166 members 
Mstep: Class 16 contains 39317 members 
Mstep: Class 17 contains 57409 members 
Mstep: Class 18 contains 2388 members 
Mstep: Class 19 contains 12873 members 
Mstep: Class 20 contains 40246 members 
Mstep: Class 21 contains 8007 members 
Mstep: Class 22 contains 12550 members 
Mstep: Class 23 contains 2825 members 
Mstep: Class 24 contains 38758 members 
Mstep: Class 25 contains 9082 members 
Mstep: Class 26 contains 3704 members 
Mstep: Class 27 contains 8893 members 
Mstep: Class 28 contains 3308 members 
Mstep: Class 29 contains 8992 members 
Mstep: Class 30 contains 6701 members 
Mstep: Class 31 contains 21585 members 
Mstep: Class 32 contains 40611 members 
Mstep: Class 33 contains 17913 members 
Mstep: Class 34 contains 1829 members 
Mstep: Class 35 contains 12020 members 
Mstep: Class 36 contains 2565 members 
Mstep: Class 37 contains 2557 members 
Mstep: Class 38 contains 18649 members 
Mstep: Class 39 contains 1336 members 
Mstep: Class 40 contains 15259 members 
Mstep: Class 41 contains 2100 members 
Mstep: Class 42 contains 1125 members 
Mstep: Class 43 contains 4260 members 
Mstep: Class 44 contains 3284 members 
Mstep: Class 45 contains 3183 members 
Mstep: Class 46 contains 4666 members 
Mstep: Class 47 contains 11854 members 
Mstep: Class 48 contains 3024 members 
Mstep: Class 49 contains 8056 members 
Mstep: Class 50 contains 27459 members 
Mstep: Class 51 contains 3310 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100303552.000000 Penalty: 112857.750000
Iteration 92Q: 52 clusters Score -1.003036e+08 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 4407 members 
Mstep: Class 3 contains 5439 members 
Mstep: Class 4 contains 36454 members 
Mstep: Class 5 contains 96321 members 
Mstep: Class 6 contains 470 members 
Mstep: Class 7 contains 17878 members 
Mstep: Class 8 contains 151707 members 
Mstep: Class 9 contains 8875 members 
Mstep: Class 10 contains 2185 members 
Mstep: Class 11 contains 446 members 
Mstep: Class 12 contains 18050 members 
Mstep: Class 13 contains 1335 members 
Mstep: Class 14 contains 1754 members 
Mstep: Class 15 contains 8173 members 
Mstep: Class 16 contains 39307 members 
Mstep: Class 17 contains 57379 members 
Mstep: Class 18 contains 2389 members 
Mstep: Class 19 contains 12791 members 
Mstep: Class 20 contains 40247 members 
Mstep: Class 21 contains 8011 members 
Mstep: Class 22 contains 12554 members 
Mstep: Class 23 contains 2830 members 
Mstep: Class 24 contains 38787 members 
Mstep: Class 25 contains 9080 members 
Mstep: Class 26 contains 3717 members 
Mstep: Class 27 contains 8888 members 
Mstep: Class 28 contains 3323 members 
Mstep: Class 29 contains 8916 members 
Mstep: Class 30 contains 6705 members 
Mstep: Class 31 contains 21716 members 
Mstep: Class 32 contains 40552 members 
Mstep: Class 33 contains 17926 members 
Mstep: Class 34 contains 1863 members 
Mstep: Class 35 contains 11963 members 
Mstep: Class 36 contains 2560 members 
Mstep: Class 37 contains 2569 members 
Mstep: Class 38 contains 18724 members 
Mstep: Class 39 contains 1337 members 
Mstep: Class 40 contains 15238 members 
Mstep: Class 41 contains 2094 members 
Mstep: Class 42 contains 1127 members 
Mstep: Class 43 contains 4264 members 
Mstep: Class 44 contains 3324 members 
Mstep: Class 45 contains 3179 members 
Mstep: Class 46 contains 4690 members 
Mstep: Class 47 contains 11881 members 
Mstep: Class 48 contains 3024 members 
Mstep: Class 49 contains 8054 members 
Mstep: Class 50 contains 27445 members 
Mstep: Class 51 contains 3312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100303392.000000 Penalty: 112857.750000
Iteration 93Q: 52 clusters Score -1.003034e+08 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 4480 members 
Mstep: Class 3 contains 5447 members 
Mstep: Class 4 contains 36342 members 
Mstep: Class 5 contains 96310 members 
Mstep: Class 6 contains 472 members 
Mstep: Class 7 contains 17876 members 
Mstep: Class 8 contains 151733 members 
Mstep: Class 9 contains 8867 members 
Mstep: Class 10 contains 2186 members 
Mstep: Class 11 contains 446 members 
Mstep: Class 12 contains 18037 members 
Mstep: Class 13 contains 1339 members 
Mstep: Class 14 contains 1768 members 
Mstep: Class 15 contains 8179 members 
Mstep: Class 16 contains 39295 members 
Mstep: Class 17 contains 57325 members 
Mstep: Class 18 contains 2393 members 
Mstep: Class 19 contains 12700 members 
Mstep: Class 20 contains 40232 members 
Mstep: Class 21 contains 8016 members 
Mstep: Class 22 contains 12556 members 
Mstep: Class 23 contains 2837 members 
Mstep: Class 24 contains 38831 members 
Mstep: Class 25 contains 9079 members 
Mstep: Class 26 contains 3727 members 
Mstep: Class 27 contains 8887 members 
Mstep: Class 28 contains 3325 members 
Mstep: Class 29 contains 8861 members 
Mstep: Class 30 contains 6708 members 
Mstep: Class 31 contains 21823 members 
Mstep: Class 32 contains 40503 members 
Mstep: Class 33 contains 17944 members 
Mstep: Class 34 contains 1908 members 
Mstep: Class 35 contains 11921 members 
Mstep: Class 36 contains 2558 members 
Mstep: Class 37 contains 2580 members 
Mstep: Class 38 contains 18774 members 
Mstep: Class 39 contains 1337 members 
Mstep: Class 40 contains 15210 members 
Mstep: Class 41 contains 2089 members 
Mstep: Class 42 contains 1129 members 
Mstep: Class 43 contains 4267 members 
Mstep: Class 44 contains 3359 members 
Mstep: Class 45 contains 3179 members 
Mstep: Class 46 contains 4708 members 
Mstep: Class 47 contains 11914 members 
Mstep: Class 48 contains 3017 members 
Mstep: Class 49 contains 8057 members 
Mstep: Class 50 contains 27416 members 
Mstep: Class 51 contains 3311 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100303664.000000 Penalty: 112857.750000
Iteration 94Q: 52 clusters Score -1.003037e+08 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 4535 members 
Mstep: Class 3 contains 5449 members 
Mstep: Class 4 contains 36253 members 
Mstep: Class 5 contains 96288 members 
Mstep: Class 6 contains 472 members 
Mstep: Class 7 contains 17875 members 
Mstep: Class 8 contains 151760 members 
Mstep: Class 9 contains 8862 members 
Mstep: Class 10 contains 2187 members 
Mstep: Class 11 contains 446 members 
Mstep: Class 12 contains 18027 members 
Mstep: Class 13 contains 1344 members 
Mstep: Class 14 contains 1786 members 
Mstep: Class 15 contains 8178 members 
Mstep: Class 16 contains 39282 members 
Mstep: Class 17 contains 57279 members 
Mstep: Class 18 contains 2395 members 
Mstep: Class 19 contains 12608 members 
Mstep: Class 20 contains 40225 members 
Mstep: Class 21 contains 8023 members 
Mstep: Class 22 contains 12558 members 
Mstep: Class 23 contains 2851 members 
Mstep: Class 24 contains 38860 members 
Mstep: Class 25 contains 9082 members 
Mstep: Class 26 contains 3742 members 
Mstep: Class 27 contains 8883 members 
Mstep: Class 28 contains 3329 members 
Mstep: Class 29 contains 8813 members 
Mstep: Class 30 contains 6715 members 
Mstep: Class 31 contains 21907 members 
Mstep: Class 32 contains 40450 members 
Mstep: Class 33 contains 17959 members 
Mstep: Class 34 contains 1947 members 
Mstep: Class 35 contains 11884 members 
Mstep: Class 36 contains 2555 members 
Mstep: Class 37 contains 2596 members 
Mstep: Class 38 contains 18815 members 
Mstep: Class 39 contains 1337 members 
Mstep: Class 40 contains 15196 members 
Mstep: Class 41 contains 2088 members 
Mstep: Class 42 contains 1131 members 
Mstep: Class 43 contains 4269 members 
Mstep: Class 44 contains 3391 members 
Mstep: Class 45 contains 3185 members 
Mstep: Class 46 contains 4719 members 
Mstep: Class 47 contains 11943 members 
Mstep: Class 48 contains 3008 members 
Mstep: Class 49 contains 8055 members 
Mstep: Class 50 contains 27409 members 
Mstep: Class 51 contains 3309 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100303592.000000 Penalty: 112857.750000
Iteration 95Q: 52 clusters Score -1.003036e+08 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 5315 members 
Mstep: Class 2 contains 4588 members 
Mstep: Class 3 contains 5454 members 
Mstep: Class 4 contains 36159 members 
Mstep: Class 5 contains 96284 members 
Mstep: Class 6 contains 473 members 
Mstep: Class 7 contains 17872 members 
Mstep: Class 8 contains 151778 members 
Mstep: Class 9 contains 8865 members 
Mstep: Class 10 contains 2189 members 
Mstep: Class 11 contains 446 members 
Mstep: Class 12 contains 18020 members 
Mstep: Class 13 contains 1354 members 
Mstep: Class 14 contains 1796 members 
Mstep: Class 15 contains 8183 members 
Mstep: Class 16 contains 39267 members 
Mstep: Class 17 contains 57245 members 
Mstep: Class 18 contains 2395 members 
Mstep: Class 19 contains 12500 members 
Mstep: Class 20 contains 40224 members 
Mstep: Class 21 contains 8029 members 
Mstep: Class 22 contains 12559 members 
Mstep: Class 23 contains 2853 members 
Mstep: Class 24 contains 38893 members 
Mstep: Class 25 contains 9089 members 
Mstep: Class 26 contains 3751 members 
Mstep: Class 27 contains 8881 members 
Mstep: Class 28 contains 3341 members 
Mstep: Class 29 contains 8767 members 
Mstep: Class 30 contains 6709 members 
Mstep: Class 31 contains 21980 members 
Mstep: Class 32 contains 40406 members 
Mstep: Class 33 contains 17978 members 
Mstep: Class 34 contains 1981 members 
Mstep: Class 35 contains 11843 members 
Mstep: Class 36 contains 2553 members 
Mstep: Class 37 contains 2608 members 
Mstep: Class 38 contains 18844 members 
Mstep: Class 39 contains 1337 members 
Mstep: Class 40 contains 15178 members 
Mstep: Class 41 contains 2083 members 
Mstep: Class 42 contains 1134 members 
Mstep: Class 43 contains 4271 members 
Mstep: Class 44 contains 3433 members 
Mstep: Class 45 contains 3186 members 
Mstep: Class 46 contains 4735 members 
Mstep: Class 47 contains 11969 members 
Mstep: Class 48 contains 3001 members 
Mstep: Class 49 contains 8057 members 
Mstep: Class 50 contains 27413 members 
Mstep: Class 51 contains 3305 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100303768.000000 Penalty: 112857.750000
Iteration 96Q: 52 clusters Score -1.003038e+08 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 4638 members 
Mstep: Class 3 contains 5459 members 
Mstep: Class 4 contains 36083 members 
Mstep: Class 5 contains 96274 members 
Mstep: Class 6 contains 472 members 
Mstep: Class 7 contains 17871 members 
Mstep: Class 8 contains 151802 members 
Mstep: Class 9 contains 8862 members 
Mstep: Class 10 contains 2193 members 
Mstep: Class 11 contains 446 members 
Mstep: Class 12 contains 18021 members 
Mstep: Class 13 contains 1363 members 
Mstep: Class 14 contains 1800 members 
Mstep: Class 15 contains 8192 members 
Mstep: Class 16 contains 39247 members 
Mstep: Class 17 contains 57186 members 
Mstep: Class 18 contains 2396 members 
Mstep: Class 19 contains 12440 members 
Mstep: Class 20 contains 40215 members 
Mstep: Class 21 contains 8038 members 
Mstep: Class 22 contains 12562 members 
Mstep: Class 23 contains 2864 members 
Mstep: Class 24 contains 38920 members 
Mstep: Class 25 contains 9109 members 
Mstep: Class 26 contains 3757 members 
Mstep: Class 27 contains 8873 members 
Mstep: Class 28 contains 3360 members 
Mstep: Class 29 contains 8714 members 
Mstep: Class 30 contains 6713 members 
Mstep: Class 31 contains 22053 members 
Mstep: Class 32 contains 40363 members 
Mstep: Class 33 contains 18003 members 
Mstep: Class 34 contains 2001 members 
Mstep: Class 35 contains 11793 members 
Mstep: Class 36 contains 2548 members 
Mstep: Class 37 contains 2613 members 
Mstep: Class 38 contains 18872 members 
Mstep: Class 39 contains 1337 members 
Mstep: Class 40 contains 15162 members 
Mstep: Class 41 contains 2081 members 
Mstep: Class 42 contains 1136 members 
Mstep: Class 43 contains 4272 members 
Mstep: Class 44 contains 3459 members 
Mstep: Class 45 contains 3188 members 
Mstep: Class 46 contains 4744 members 
Mstep: Class 47 contains 11986 members 
Mstep: Class 48 contains 2997 members 
Mstep: Class 49 contains 8058 members 
Mstep: Class 50 contains 27418 members 
Mstep: Class 51 contains 3304 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100304040.000000 Penalty: 112857.750000
Iteration 97Q: 52 clusters Score -1.00304e+08 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 4678 members 
Mstep: Class 3 contains 5463 members 
Mstep: Class 4 contains 36012 members 
Mstep: Class 5 contains 96262 members 
Mstep: Class 6 contains 471 members 
Mstep: Class 7 contains 17865 members 
Mstep: Class 8 contains 151825 members 
Mstep: Class 9 contains 8854 members 
Mstep: Class 10 contains 2194 members 
Mstep: Class 11 contains 446 members 
Mstep: Class 12 contains 18020 members 
Mstep: Class 13 contains 1370 members 
Mstep: Class 14 contains 1805 members 
Mstep: Class 15 contains 8192 members 
Mstep: Class 16 contains 39233 members 
Mstep: Class 17 contains 57144 members 
Mstep: Class 18 contains 2395 members 
Mstep: Class 19 contains 12384 members 
Mstep: Class 20 contains 40184 members 
Mstep: Class 21 contains 8040 members 
Mstep: Class 22 contains 12564 members 
Mstep: Class 23 contains 2878 members 
Mstep: Class 24 contains 38941 members 
Mstep: Class 25 contains 9127 members 
Mstep: Class 26 contains 3768 members 
Mstep: Class 27 contains 8870 members 
Mstep: Class 28 contains 3381 members 
Mstep: Class 29 contains 8673 members 
Mstep: Class 30 contains 6711 members 
Mstep: Class 31 contains 22111 members 
Mstep: Class 32 contains 40334 members 
Mstep: Class 33 contains 18033 members 
Mstep: Class 34 contains 2011 members 
Mstep: Class 35 contains 11759 members 
Mstep: Class 36 contains 2540 members 
Mstep: Class 37 contains 2618 members 
Mstep: Class 38 contains 18918 members 
Mstep: Class 39 contains 1338 members 
Mstep: Class 40 contains 15157 members 
Mstep: Class 41 contains 2081 members 
Mstep: Class 42 contains 1135 members 
Mstep: Class 43 contains 4274 members 
Mstep: Class 44 contains 3492 members 
Mstep: Class 45 contains 3187 members 
Mstep: Class 46 contains 4752 members 
Mstep: Class 47 contains 11993 members 
Mstep: Class 48 contains 3000 members 
Mstep: Class 49 contains 8059 members 
Mstep: Class 50 contains 27414 members 
Mstep: Class 51 contains 3304 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100303936.000000 Penalty: 112857.750000
Iteration 98Q: 52 clusters Score -1.003039e+08 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 5313 members 
Mstep: Class 2 contains 4723 members 
Mstep: Class 3 contains 5462 members 
Mstep: Class 4 contains 35959 members 
Mstep: Class 5 contains 96245 members 
Mstep: Class 6 contains 468 members 
Mstep: Class 7 contains 17861 members 
Mstep: Class 8 contains 151838 members 
Mstep: Class 9 contains 8851 members 
Mstep: Class 10 contains 2196 members 
Mstep: Class 11 contains 446 members 
Mstep: Class 12 contains 18018 members 
Mstep: Class 13 contains 1371 members 
Mstep: Class 14 contains 1814 members 
Mstep: Class 15 contains 8191 members 
Mstep: Class 16 contains 39222 members 
Mstep: Class 17 contains 57117 members 
Mstep: Class 18 contains 2392 members 
Mstep: Class 19 contains 12320 members 
Mstep: Class 20 contains 40164 members 
Mstep: Class 21 contains 8043 members 
Mstep: Class 22 contains 12564 members 
Mstep: Class 23 contains 2887 members 
Mstep: Class 24 contains 38961 members 
Mstep: Class 25 contains 9137 members 
Mstep: Class 26 contains 3784 members 
Mstep: Class 27 contains 8869 members 
Mstep: Class 28 contains 3406 members 
Mstep: Class 29 contains 8629 members 
Mstep: Class 30 contains 6706 members 
Mstep: Class 31 contains 22167 members 
Mstep: Class 32 contains 40308 members 
Mstep: Class 33 contains 18059 members 
Mstep: Class 34 contains 2018 members 
Mstep: Class 35 contains 11720 members 
Mstep: Class 36 contains 2536 members 
Mstep: Class 37 contains 2622 members 
Mstep: Class 38 contains 18982 members 
Mstep: Class 39 contains 1338 members 
Mstep: Class 40 contains 15146 members 
Mstep: Class 41 contains 2080 members 
Mstep: Class 42 contains 1135 members 
Mstep: Class 43 contains 4275 members 
Mstep: Class 44 contains 3515 members 
Mstep: Class 45 contains 3187 members 
Mstep: Class 46 contains 4760 members 
Mstep: Class 47 contains 11998 members 
Mstep: Class 48 contains 2996 members 
Mstep: Class 49 contains 8059 members 
Mstep: Class 50 contains 27412 members 
Mstep: Class 51 contains 3304 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100304016.000000 Penalty: 112857.750000
Iteration 99Q: 52 clusters Score -1.00304e+08 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 4763 members 
Mstep: Class 3 contains 5460 members 
Mstep: Class 4 contains 35909 members 
Mstep: Class 5 contains 96212 members 
Mstep: Class 6 contains 467 members 
Mstep: Class 7 contains 17857 members 
Mstep: Class 8 contains 151857 members 
Mstep: Class 9 contains 8847 members 
Mstep: Class 10 contains 2196 members 
Mstep: Class 11 contains 446 members 
Mstep: Class 12 contains 18016 members 
Mstep: Class 13 contains 1375 members 
Mstep: Class 14 contains 1819 members 
Mstep: Class 15 contains 8194 members 
Mstep: Class 16 contains 39209 members 
Mstep: Class 17 contains 57092 members 
Mstep: Class 18 contains 2389 members 
Mstep: Class 19 contains 12271 members 
Mstep: Class 20 contains 40136 members 
Mstep: Class 21 contains 8056 members 
Mstep: Class 22 contains 12565 members 
Mstep: Class 23 contains 2890 members 
Mstep: Class 24 contains 38974 members 
Mstep: Class 25 contains 9149 members 
Mstep: Class 26 contains 3798 members 
Mstep: Class 27 contains 8867 members 
Mstep: Class 28 contains 3418 members 
Mstep: Class 29 contains 8607 members 
Mstep: Class 30 contains 6704 members 
Mstep: Class 31 contains 22216 members 
Mstep: Class 32 contains 40294 members 
Mstep: Class 33 contains 18081 members 
Mstep: Class 34 contains 2038 members 
Mstep: Class 35 contains 11690 members 
Mstep: Class 36 contains 2534 members 
Mstep: Class 37 contains 2628 members 
Mstep: Class 38 contains 19034 members 
Mstep: Class 39 contains 1338 members 
Mstep: Class 40 contains 15138 members 
Mstep: Class 41 contains 2079 members 
Mstep: Class 42 contains 1135 members 
Mstep: Class 43 contains 4273 members 
Mstep: Class 44 contains 3532 members 
Mstep: Class 45 contains 3186 members 
Mstep: Class 46 contains 4762 members 
Mstep: Class 47 contains 12005 members 
Mstep: Class 48 contains 2985 members 
Mstep: Class 49 contains 8060 members 
Mstep: Class 50 contains 27405 members 
Mstep: Class 51 contains 3304 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100304152.000000 Penalty: 112857.750000
Iteration 100F: 52 clusters Score -1.003042e+08 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 4807 members 
Mstep: Class 3 contains 5460 members 
Mstep: Class 4 contains 35860 members 
Mstep: Class 5 contains 96175 members 
Mstep: Class 6 contains 466 members 
Mstep: Class 7 contains 17852 members 
Mstep: Class 8 contains 151878 members 
Mstep: Class 9 contains 8844 members 
Mstep: Class 10 contains 2194 members 
Mstep: Class 11 contains 446 members 
Mstep: Class 12 contains 18011 members 
Mstep: Class 13 contains 1380 members 
Mstep: Class 14 contains 1824 members 
Mstep: Class 15 contains 8192 members 
Mstep: Class 16 contains 39202 members 
Mstep: Class 17 contains 57054 members 
Mstep: Class 18 contains 2383 members 
Mstep: Class 19 contains 12205 members 
Mstep: Class 20 contains 40071 members 
Mstep: Class 21 contains 8066 members 
Mstep: Class 22 contains 12567 members 
Mstep: Class 23 contains 2893 members 
Mstep: Class 24 contains 38995 members 
Mstep: Class 25 contains 9160 members 
Mstep: Class 26 contains 3809 members 
Mstep: Class 27 contains 8865 members 
Mstep: Class 28 contains 3471 members 
Mstep: Class 29 contains 8586 members 
Mstep: Class 30 contains 6701 members 
Mstep: Class 31 contains 22271 members 
Mstep: Class 32 contains 40290 members 
Mstep: Class 33 contains 18095 members 
Mstep: Class 34 contains 2065 members 
Mstep: Class 35 contains 11667 members 
Mstep: Class 36 contains 2528 members 
Mstep: Class 37 contains 2633 members 
Mstep: Class 38 contains 19079 members 
Mstep: Class 39 contains 1338 members 
Mstep: Class 40 contains 15127 members 
Mstep: Class 41 contains 2076 members 
Mstep: Class 42 contains 1134 members 
Mstep: Class 43 contains 4274 members 
Mstep: Class 44 contains 3553 members 
Mstep: Class 45 contains 3185 members 
Mstep: Class 46 contains 4766 members 
Mstep: Class 47 contains 12008 members 
Mstep: Class 48 contains 2978 members 
Mstep: Class 49 contains 8061 members 
Mstep: Class 50 contains 27410 members 
Mstep: Class 51 contains 3305 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100304624.000000 Penalty: 112857.750000
Iteration 101Q: 52 clusters Score -1.003046e+08 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 4858 members 
Mstep: Class 3 contains 5455 members 
Mstep: Class 4 contains 35809 members 
Mstep: Class 5 contains 96140 members 
Mstep: Class 6 contains 464 members 
Mstep: Class 7 contains 17848 members 
Mstep: Class 8 contains 151896 members 
Mstep: Class 9 contains 8828 members 
Mstep: Class 10 contains 2192 members 
Mstep: Class 11 contains 446 members 
Mstep: Class 12 contains 18005 members 
Mstep: Class 13 contains 1382 members 
Mstep: Class 14 contains 1828 members 
Mstep: Class 15 contains 8192 members 
Mstep: Class 16 contains 39191 members 
Mstep: Class 17 contains 57020 members 
Mstep: Class 18 contains 2382 members 
Mstep: Class 19 contains 12138 members 
Mstep: Class 20 contains 40040 members 
Mstep: Class 21 contains 8079 members 
Mstep: Class 22 contains 12568 members 
Mstep: Class 23 contains 2900 members 
Mstep: Class 24 contains 39020 members 
Mstep: Class 25 contains 9176 members 
Mstep: Class 26 contains 3827 members 
Mstep: Class 27 contains 8859 members 
Mstep: Class 28 contains 3508 members 
Mstep: Class 29 contains 8560 members 
Mstep: Class 30 contains 6699 members 
Mstep: Class 31 contains 22306 members 
Mstep: Class 32 contains 40276 members 
Mstep: Class 33 contains 18094 members 
Mstep: Class 34 contains 2100 members 
Mstep: Class 35 contains 11654 members 
Mstep: Class 36 contains 2527 members 
Mstep: Class 37 contains 2641 members 
Mstep: Class 38 contains 19125 members 
Mstep: Class 39 contains 1340 members 
Mstep: Class 40 contains 15116 members 
Mstep: Class 41 contains 2070 members 
Mstep: Class 42 contains 1133 members 
Mstep: Class 43 contains 4278 members 
Mstep: Class 44 contains 3574 members 
Mstep: Class 45 contains 3181 members 
Mstep: Class 46 contains 4772 members 
Mstep: Class 47 contains 12012 members 
Mstep: Class 48 contains 2970 members 
Mstep: Class 49 contains 8063 members 
Mstep: Class 50 contains 27412 members 
Mstep: Class 51 contains 3306 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100304520.000000 Penalty: 112857.750000
Iteration 102Q: 52 clusters Score -1.003045e+08 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 4902 members 
Mstep: Class 3 contains 5455 members 
Mstep: Class 4 contains 35757 members 
Mstep: Class 5 contains 96118 members 
Mstep: Class 6 contains 464 members 
Mstep: Class 7 contains 17843 members 
Mstep: Class 8 contains 151917 members 
Mstep: Class 9 contains 8819 members 
Mstep: Class 10 contains 2192 members 
Mstep: Class 11 contains 446 members 
Mstep: Class 12 contains 17998 members 
Mstep: Class 13 contains 1385 members 
Mstep: Class 14 contains 1828 members 
Mstep: Class 15 contains 8193 members 
Mstep: Class 16 contains 39184 members 
Mstep: Class 17 contains 56972 members 
Mstep: Class 18 contains 2384 members 
Mstep: Class 19 contains 12085 members 
Mstep: Class 20 contains 40009 members 
Mstep: Class 21 contains 8087 members 
Mstep: Class 22 contains 12569 members 
Mstep: Class 23 contains 2908 members 
Mstep: Class 24 contains 39052 members 
Mstep: Class 25 contains 9201 members 
Mstep: Class 26 contains 3840 members 
Mstep: Class 27 contains 8853 members 
Mstep: Class 28 contains 3553 members 
Mstep: Class 29 contains 8537 members 
Mstep: Class 30 contains 6700 members 
Mstep: Class 31 contains 22347 members 
Mstep: Class 32 contains 40252 members 
Mstep: Class 33 contains 18086 members 
Mstep: Class 34 contains 2120 members 
Mstep: Class 35 contains 11632 members 
Mstep: Class 36 contains 2521 members 
Mstep: Class 37 contains 2649 members 
Mstep: Class 38 contains 19153 members 
Mstep: Class 39 contains 1341 members 
Mstep: Class 40 contains 15101 members 
Mstep: Class 41 contains 2066 members 
Mstep: Class 42 contains 1132 members 
Mstep: Class 43 contains 4282 members 
Mstep: Class 44 contains 3594 members 
Mstep: Class 45 contains 3176 members 
Mstep: Class 46 contains 4776 members 
Mstep: Class 47 contains 12023 members 
Mstep: Class 48 contains 2968 members 
Mstep: Class 49 contains 8063 members 
Mstep: Class 50 contains 27420 members 
Mstep: Class 51 contains 3307 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100304616.000000 Penalty: 112857.750000
Iteration 103Q: 52 clusters Score -1.003046e+08 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 4939 members 
Mstep: Class 3 contains 5454 members 
Mstep: Class 4 contains 35714 members 
Mstep: Class 5 contains 96109 members 
Mstep: Class 6 contains 463 members 
Mstep: Class 7 contains 17837 members 
Mstep: Class 8 contains 151951 members 
Mstep: Class 9 contains 8808 members 
Mstep: Class 10 contains 2193 members 
Mstep: Class 11 contains 446 members 
Mstep: Class 12 contains 17993 members 
Mstep: Class 13 contains 1385 members 
Mstep: Class 14 contains 1829 members 
Mstep: Class 15 contains 8191 members 
Mstep: Class 16 contains 39178 members 
Mstep: Class 17 contains 56937 members 
Mstep: Class 18 contains 2384 members 
Mstep: Class 19 contains 12038 members 
Mstep: Class 20 contains 39973 members 
Mstep: Class 21 contains 8090 members 
Mstep: Class 22 contains 12571 members 
Mstep: Class 23 contains 2914 members 
Mstep: Class 24 contains 39073 members 
Mstep: Class 25 contains 9209 members 
Mstep: Class 26 contains 3851 members 
Mstep: Class 27 contains 8849 members 
Mstep: Class 28 contains 3590 members 
Mstep: Class 29 contains 8496 members 
Mstep: Class 30 contains 6701 members 
Mstep: Class 31 contains 22392 members 
Mstep: Class 32 contains 40230 members 
Mstep: Class 33 contains 18090 members 
Mstep: Class 34 contains 2142 members 
Mstep: Class 35 contains 11616 members 
Mstep: Class 36 contains 2514 members 
Mstep: Class 37 contains 2656 members 
Mstep: Class 38 contains 19198 members 
Mstep: Class 39 contains 1343 members 
Mstep: Class 40 contains 15094 members 
Mstep: Class 41 contains 2055 members 
Mstep: Class 42 contains 1133 members 
Mstep: Class 43 contains 4285 members 
Mstep: Class 44 contains 3606 members 
Mstep: Class 45 contains 3173 members 
Mstep: Class 46 contains 4783 members 
Mstep: Class 47 contains 12033 members 
Mstep: Class 48 contains 2967 members 
Mstep: Class 49 contains 8061 members 
Mstep: Class 50 contains 27416 members 
Mstep: Class 51 contains 3307 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100304376.000000 Penalty: 112857.750000
Iteration 104Q: 52 clusters Score -1.003044e+08 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 5313 members 
Mstep: Class 2 contains 4978 members 
Mstep: Class 3 contains 5453 members 
Mstep: Class 4 contains 35666 members 
Mstep: Class 5 contains 96100 members 
Mstep: Class 6 contains 462 members 
Mstep: Class 7 contains 17832 members 
Mstep: Class 8 contains 151976 members 
Mstep: Class 9 contains 8800 members 
Mstep: Class 10 contains 2191 members 
Mstep: Class 11 contains 447 members 
Mstep: Class 12 contains 17983 members 
Mstep: Class 13 contains 1384 members 
Mstep: Class 14 contains 1830 members 
Mstep: Class 15 contains 8196 members 
Mstep: Class 16 contains 39167 members 
Mstep: Class 17 contains 56907 members 
Mstep: Class 18 contains 2384 members 
Mstep: Class 19 contains 12003 members 
Mstep: Class 20 contains 39967 members 
Mstep: Class 21 contains 8100 members 
Mstep: Class 22 contains 12573 members 
Mstep: Class 23 contains 2921 members 
Mstep: Class 24 contains 39088 members 
Mstep: Class 25 contains 9211 members 
Mstep: Class 26 contains 3859 members 
Mstep: Class 27 contains 8850 members 
Mstep: Class 28 contains 3611 members 
Mstep: Class 29 contains 8460 members 
Mstep: Class 30 contains 6701 members 
Mstep: Class 31 contains 22441 members 
Mstep: Class 32 contains 40222 members 
Mstep: Class 33 contains 18090 members 
Mstep: Class 34 contains 2161 members 
Mstep: Class 35 contains 11605 members 
Mstep: Class 36 contains 2510 members 
Mstep: Class 37 contains 2668 members 
Mstep: Class 38 contains 19214 members 
Mstep: Class 39 contains 1345 members 
Mstep: Class 40 contains 15083 members 
Mstep: Class 41 contains 2051 members 
Mstep: Class 42 contains 1131 members 
Mstep: Class 43 contains 4283 members 
Mstep: Class 44 contains 3623 members 
Mstep: Class 45 contains 3171 members 
Mstep: Class 46 contains 4784 members 
Mstep: Class 47 contains 12039 members 
Mstep: Class 48 contains 2962 members 
Mstep: Class 49 contains 8059 members 
Mstep: Class 50 contains 27410 members 
Mstep: Class 51 contains 3309 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100304448.000000 Penalty: 112857.750000
Iteration 105Q: 52 clusters Score -1.003044e+08 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 5027 members 
Mstep: Class 3 contains 5445 members 
Mstep: Class 4 contains 35621 members 
Mstep: Class 5 contains 96099 members 
Mstep: Class 6 contains 461 members 
Mstep: Class 7 contains 17827 members 
Mstep: Class 8 contains 152010 members 
Mstep: Class 9 contains 8793 members 
Mstep: Class 10 contains 2190 members 
Mstep: Class 11 contains 448 members 
Mstep: Class 12 contains 17975 members 
Mstep: Class 13 contains 1393 members 
Mstep: Class 14 contains 1829 members 
Mstep: Class 15 contains 8199 members 
Mstep: Class 16 contains 39162 members 
Mstep: Class 17 contains 56888 members 
Mstep: Class 18 contains 2382 members 
Mstep: Class 19 contains 11969 members 
Mstep: Class 20 contains 39945 members 
Mstep: Class 21 contains 8105 members 
Mstep: Class 22 contains 12574 members 
Mstep: Class 23 contains 2930 members 
Mstep: Class 24 contains 39106 members 
Mstep: Class 25 contains 9200 members 
Mstep: Class 26 contains 3867 members 
Mstep: Class 27 contains 8849 members 
Mstep: Class 28 contains 3624 members 
Mstep: Class 29 contains 8424 members 
Mstep: Class 30 contains 6704 members 
Mstep: Class 31 contains 22483 members 
Mstep: Class 32 contains 40209 members 
Mstep: Class 33 contains 18093 members 
Mstep: Class 34 contains 2174 members 
Mstep: Class 35 contains 11591 members 
Mstep: Class 36 contains 2506 members 
Mstep: Class 37 contains 2674 members 
Mstep: Class 38 contains 19210 members 
Mstep: Class 39 contains 1345 members 
Mstep: Class 40 contains 15083 members 
Mstep: Class 41 contains 2046 members 
Mstep: Class 42 contains 1131 members 
Mstep: Class 43 contains 4282 members 
Mstep: Class 44 contains 3646 members 
Mstep: Class 45 contains 3169 members 
Mstep: Class 46 contains 4790 members 
Mstep: Class 47 contains 12044 members 
Mstep: Class 48 contains 2966 members 
Mstep: Class 49 contains 8058 members 
Mstep: Class 50 contains 27402 members 
Mstep: Class 51 contains 3312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100304472.000000 Penalty: 112857.750000
Iteration 106Q: 52 clusters Score -1.003045e+08 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 5072 members 
Mstep: Class 3 contains 5438 members 
Mstep: Class 4 contains 35571 members 
Mstep: Class 5 contains 96102 members 
Mstep: Class 6 contains 460 members 
Mstep: Class 7 contains 17822 members 
Mstep: Class 8 contains 152058 members 
Mstep: Class 9 contains 8793 members 
Mstep: Class 10 contains 2191 members 
Mstep: Class 11 contains 450 members 
Mstep: Class 12 contains 17971 members 
Mstep: Class 13 contains 1395 members 
Mstep: Class 14 contains 1829 members 
Mstep: Class 15 contains 8198 members 
Mstep: Class 16 contains 39156 members 
Mstep: Class 17 contains 56865 members 
Mstep: Class 18 contains 2381 members 
Mstep: Class 19 contains 11945 members 
Mstep: Class 20 contains 39932 members 
Mstep: Class 21 contains 8106 members 
Mstep: Class 22 contains 12576 members 
Mstep: Class 23 contains 2932 members 
Mstep: Class 24 contains 39134 members 
Mstep: Class 25 contains 9193 members 
Mstep: Class 26 contains 3872 members 
Mstep: Class 27 contains 8848 members 
Mstep: Class 28 contains 3627 members 
Mstep: Class 29 contains 8397 members 
Mstep: Class 30 contains 6707 members 
Mstep: Class 31 contains 22526 members 
Mstep: Class 32 contains 40187 members 
Mstep: Class 33 contains 18097 members 
Mstep: Class 34 contains 2193 members 
Mstep: Class 35 contains 11576 members 
Mstep: Class 36 contains 2502 members 
Mstep: Class 37 contains 2681 members 
Mstep: Class 38 contains 19201 members 
Mstep: Class 39 contains 1345 members 
Mstep: Class 40 contains 15070 members 
Mstep: Class 41 contains 2041 members 
Mstep: Class 42 contains 1132 members 
Mstep: Class 43 contains 4284 members 
Mstep: Class 44 contains 3665 members 
Mstep: Class 45 contains 3167 members 
Mstep: Class 46 contains 4792 members 
Mstep: Class 47 contains 12049 members 
Mstep: Class 48 contains 2967 members 
Mstep: Class 49 contains 8056 members 
Mstep: Class 50 contains 27396 members 
Mstep: Class 51 contains 3312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100304616.000000 Penalty: 112857.750000
Iteration 107Q: 52 clusters Score -1.003046e+08 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 5315 members 
Mstep: Class 2 contains 5115 members 
Mstep: Class 3 contains 5434 members 
Mstep: Class 4 contains 35532 members 
Mstep: Class 5 contains 96095 members 
Mstep: Class 6 contains 460 members 
Mstep: Class 7 contains 17815 members 
Mstep: Class 8 contains 152083 members 
Mstep: Class 9 contains 8789 members 
Mstep: Class 10 contains 2192 members 
Mstep: Class 11 contains 450 members 
Mstep: Class 12 contains 17971 members 
Mstep: Class 13 contains 1400 members 
Mstep: Class 14 contains 1831 members 
Mstep: Class 15 contains 8195 members 
Mstep: Class 16 contains 39154 members 
Mstep: Class 17 contains 56845 members 
Mstep: Class 18 contains 2380 members 
Mstep: Class 19 contains 11923 members 
Mstep: Class 20 contains 39915 members 
Mstep: Class 21 contains 8105 members 
Mstep: Class 22 contains 12577 members 
Mstep: Class 23 contains 2939 members 
Mstep: Class 24 contains 39165 members 
Mstep: Class 25 contains 9190 members 
Mstep: Class 26 contains 3873 members 
Mstep: Class 27 contains 8847 members 
Mstep: Class 28 contains 3638 members 
Mstep: Class 29 contains 8369 members 
Mstep: Class 30 contains 6704 members 
Mstep: Class 31 contains 22570 members 
Mstep: Class 32 contains 40175 members 
Mstep: Class 33 contains 18098 members 
Mstep: Class 34 contains 2220 members 
Mstep: Class 35 contains 11560 members 
Mstep: Class 36 contains 2495 members 
Mstep: Class 37 contains 2683 members 
Mstep: Class 38 contains 19186 members 
Mstep: Class 39 contains 1345 members 
Mstep: Class 40 contains 15060 members 
Mstep: Class 41 contains 2039 members 
Mstep: Class 42 contains 1132 members 
Mstep: Class 43 contains 4281 members 
Mstep: Class 44 contains 3678 members 
Mstep: Class 45 contains 3165 members 
Mstep: Class 46 contains 4791 members 
Mstep: Class 47 contains 12057 members 
Mstep: Class 48 contains 2965 members 
Mstep: Class 49 contains 8055 members 
Mstep: Class 50 contains 27405 members 
Mstep: Class 51 contains 3313 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100304664.000000 Penalty: 112857.750000
Iteration 108Q: 52 clusters Score -1.003047e+08 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 5315 members 
Mstep: Class 2 contains 5155 members 
Mstep: Class 3 contains 5432 members 
Mstep: Class 4 contains 35491 members 
Mstep: Class 5 contains 96094 members 
Mstep: Class 6 contains 459 members 
Mstep: Class 7 contains 17805 members 
Mstep: Class 8 contains 152102 members 
Mstep: Class 9 contains 8787 members 
Mstep: Class 10 contains 2191 members 
Mstep: Class 11 contains 450 members 
Mstep: Class 12 contains 17973 members 
Mstep: Class 13 contains 1402 members 
Mstep: Class 14 contains 1834 members 
Mstep: Class 15 contains 8195 members 
Mstep: Class 16 contains 39151 members 
Mstep: Class 17 contains 56825 members 
Mstep: Class 18 contains 2378 members 
Mstep: Class 19 contains 11888 members 
Mstep: Class 20 contains 39898 members 
Mstep: Class 21 contains 8106 members 
Mstep: Class 22 contains 12578 members 
Mstep: Class 23 contains 2946 members 
Mstep: Class 24 contains 39185 members 
Mstep: Class 25 contains 9195 members 
Mstep: Class 26 contains 3875 members 
Mstep: Class 27 contains 8847 members 
Mstep: Class 28 contains 3645 members 
Mstep: Class 29 contains 8345 members 
Mstep: Class 30 contains 6700 members 
Mstep: Class 31 contains 22608 members 
Mstep: Class 32 contains 40171 members 
Mstep: Class 33 contains 18103 members 
Mstep: Class 34 contains 2247 members 
Mstep: Class 35 contains 11544 members 
Mstep: Class 36 contains 2489 members 
Mstep: Class 37 contains 2685 members 
Mstep: Class 38 contains 19183 members 
Mstep: Class 39 contains 1345 members 
Mstep: Class 40 contains 15053 members 
Mstep: Class 41 contains 2034 members 
Mstep: Class 42 contains 1132 members 
Mstep: Class 43 contains 4278 members 
Mstep: Class 44 contains 3689 members 
Mstep: Class 45 contains 3164 members 
Mstep: Class 46 contains 4792 members 
Mstep: Class 47 contains 12070 members 
Mstep: Class 48 contains 2966 members 
Mstep: Class 49 contains 8054 members 
Mstep: Class 50 contains 27407 members 
Mstep: Class 51 contains 3313 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100304672.000000 Penalty: 112857.750000
Iteration 109Q: 52 clusters Score -1.003047e+08 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 5193 members 
Mstep: Class 3 contains 5429 members 
Mstep: Class 4 contains 35455 members 
Mstep: Class 5 contains 96087 members 
Mstep: Class 6 contains 459 members 
Mstep: Class 7 contains 17797 members 
Mstep: Class 8 contains 152118 members 
Mstep: Class 9 contains 8779 members 
Mstep: Class 10 contains 2190 members 
Mstep: Class 11 contains 450 members 
Mstep: Class 12 contains 17973 members 
Mstep: Class 13 contains 1404 members 
Mstep: Class 14 contains 1836 members 
Mstep: Class 15 contains 8196 members 
Mstep: Class 16 contains 39147 members 
Mstep: Class 17 contains 56809 members 
Mstep: Class 18 contains 2378 members 
Mstep: Class 19 contains 11857 members 
Mstep: Class 20 contains 39874 members 
Mstep: Class 21 contains 8105 members 
Mstep: Class 22 contains 12579 members 
Mstep: Class 23 contains 2953 members 
Mstep: Class 24 contains 39199 members 
Mstep: Class 25 contains 9210 members 
Mstep: Class 26 contains 3882 members 
Mstep: Class 27 contains 8848 members 
Mstep: Class 28 contains 3648 members 
Mstep: Class 29 contains 8326 members 
Mstep: Class 30 contains 6696 members 
Mstep: Class 31 contains 22632 members 
Mstep: Class 32 contains 40163 members 
Mstep: Class 33 contains 18106 members 
Mstep: Class 34 contains 2278 members 
Mstep: Class 35 contains 11535 members 
Mstep: Class 36 contains 2484 members 
Mstep: Class 37 contains 2688 members 
Mstep: Class 38 contains 19178 members 
Mstep: Class 39 contains 1346 members 
Mstep: Class 40 contains 15054 members 
Mstep: Class 41 contains 2031 members 
Mstep: Class 42 contains 1132 members 
Mstep: Class 43 contains 4277 members 
Mstep: Class 44 contains 3694 members 
Mstep: Class 45 contains 3164 members 
Mstep: Class 46 contains 4801 members 
Mstep: Class 47 contains 12078 members 
Mstep: Class 48 contains 2965 members 
Mstep: Class 49 contains 8055 members 
Mstep: Class 50 contains 27407 members 
Mstep: Class 51 contains 3313 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100304752.000000 Penalty: 112857.750000
Iteration 110Q: 52 clusters Score -1.003048e+08 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 5317 members 
Mstep: Class 2 contains 5216 members 
Mstep: Class 3 contains 5427 members 
Mstep: Class 4 contains 35437 members 
Mstep: Class 5 contains 96074 members 
Mstep: Class 6 contains 459 members 
Mstep: Class 7 contains 17791 members 
Mstep: Class 8 contains 152125 members 
Mstep: Class 9 contains 8771 members 
Mstep: Class 10 contains 2190 members 
Mstep: Class 11 contains 450 members 
Mstep: Class 12 contains 17974 members 
Mstep: Class 13 contains 1408 members 
Mstep: Class 14 contains 1837 members 
Mstep: Class 15 contains 8196 members 
Mstep: Class 16 contains 39139 members 
Mstep: Class 17 contains 56796 members 
Mstep: Class 18 contains 2377 members 
Mstep: Class 19 contains 11809 members 
Mstep: Class 20 contains 39843 members 
Mstep: Class 21 contains 8107 members 
Mstep: Class 22 contains 12579 members 
Mstep: Class 23 contains 2958 members 
Mstep: Class 24 contains 39214 members 
Mstep: Class 25 contains 9217 members 
Mstep: Class 26 contains 3889 members 
Mstep: Class 27 contains 8849 members 
Mstep: Class 28 contains 3651 members 
Mstep: Class 29 contains 8303 members 
Mstep: Class 30 contains 6688 members 
Mstep: Class 31 contains 22667 members 
Mstep: Class 32 contains 40157 members 
Mstep: Class 33 contains 18102 members 
Mstep: Class 34 contains 2338 members 
Mstep: Class 35 contains 11531 members 
Mstep: Class 36 contains 2481 members 
Mstep: Class 37 contains 2689 members 
Mstep: Class 38 contains 19193 members 
Mstep: Class 39 contains 1346 members 
Mstep: Class 40 contains 15040 members 
Mstep: Class 41 contains 2028 members 
Mstep: Class 42 contains 1132 members 
Mstep: Class 43 contains 4277 members 
Mstep: Class 44 contains 3707 members 
Mstep: Class 45 contains 3163 members 
Mstep: Class 46 contains 4811 members 
Mstep: Class 47 contains 12088 members 
Mstep: Class 48 contains 2962 members 
Mstep: Class 49 contains 8055 members 
Mstep: Class 50 contains 27404 members 
Mstep: Class 51 contains 3312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100304872.000000 Penalty: 112857.750000
Iteration 111Q: 52 clusters Score -1.003049e+08 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 5243 members 
Mstep: Class 3 contains 5424 members 
Mstep: Class 4 contains 35422 members 
Mstep: Class 5 contains 96060 members 
Mstep: Class 6 contains 459 members 
Mstep: Class 7 contains 17783 members 
Mstep: Class 8 contains 152135 members 
Mstep: Class 9 contains 8765 members 
Mstep: Class 10 contains 2190 members 
Mstep: Class 11 contains 450 members 
Mstep: Class 12 contains 17973 members 
Mstep: Class 13 contains 1411 members 
Mstep: Class 14 contains 1838 members 
Mstep: Class 15 contains 8199 members 
Mstep: Class 16 contains 39135 members 
Mstep: Class 17 contains 56773 members 
Mstep: Class 18 contains 2377 members 
Mstep: Class 19 contains 11747 members 
Mstep: Class 20 contains 39840 members 
Mstep: Class 21 contains 8107 members 
Mstep: Class 22 contains 12580 members 
Mstep: Class 23 contains 2961 members 
Mstep: Class 24 contains 39221 members 
Mstep: Class 25 contains 9228 members 
Mstep: Class 26 contains 3898 members 
Mstep: Class 27 contains 8850 members 
Mstep: Class 28 contains 3659 members 
Mstep: Class 29 contains 8271 members 
Mstep: Class 30 contains 6683 members 
Mstep: Class 31 contains 22705 members 
Mstep: Class 32 contains 40142 members 
Mstep: Class 33 contains 18102 members 
Mstep: Class 34 contains 2427 members 
Mstep: Class 35 contains 11529 members 
Mstep: Class 36 contains 2481 members 
Mstep: Class 37 contains 2689 members 
Mstep: Class 38 contains 19180 members 
Mstep: Class 39 contains 1346 members 
Mstep: Class 40 contains 15026 members 
Mstep: Class 41 contains 2026 members 
Mstep: Class 42 contains 1132 members 
Mstep: Class 43 contains 4276 members 
Mstep: Class 44 contains 3713 members 
Mstep: Class 45 contains 3162 members 
Mstep: Class 46 contains 4818 members 
Mstep: Class 47 contains 12093 members 
Mstep: Class 48 contains 2963 members 
Mstep: Class 49 contains 8055 members 
Mstep: Class 50 contains 27398 members 
Mstep: Class 51 contains 3311 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100305120.000000 Penalty: 112857.750000
Iteration 112Q: 52 clusters Score -1.003051e+08 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 5319 members 
Mstep: Class 2 contains 5266 members 
Mstep: Class 3 contains 5424 members 
Mstep: Class 4 contains 35404 members 
Mstep: Class 5 contains 96044 members 
Mstep: Class 6 contains 459 members 
Mstep: Class 7 contains 17779 members 
Mstep: Class 8 contains 152169 members 
Mstep: Class 9 contains 8764 members 
Mstep: Class 10 contains 2189 members 
Mstep: Class 11 contains 450 members 
Mstep: Class 12 contains 17971 members 
Mstep: Class 13 contains 1414 members 
Mstep: Class 14 contains 1840 members 
Mstep: Class 15 contains 8200 members 
Mstep: Class 16 contains 39120 members 
Mstep: Class 17 contains 56751 members 
Mstep: Class 18 contains 2377 members 
Mstep: Class 19 contains 11708 members 
Mstep: Class 20 contains 39808 members 
Mstep: Class 21 contains 8109 members 
Mstep: Class 22 contains 12580 members 
Mstep: Class 23 contains 2964 members 
Mstep: Class 24 contains 39238 members 
Mstep: Class 25 contains 9227 members 
Mstep: Class 26 contains 3899 members 
Mstep: Class 27 contains 8850 members 
Mstep: Class 28 contains 3659 members 
Mstep: Class 29 contains 8251 members 
Mstep: Class 30 contains 6680 members 
Mstep: Class 31 contains 22742 members 
Mstep: Class 32 contains 40123 members 
Mstep: Class 33 contains 18096 members 
Mstep: Class 34 contains 2505 members 
Mstep: Class 35 contains 11521 members 
Mstep: Class 36 contains 2479 members 
Mstep: Class 37 contains 2691 members 
Mstep: Class 38 contains 19175 members 
Mstep: Class 39 contains 1346 members 
Mstep: Class 40 contains 15016 members 
Mstep: Class 41 contains 2022 members 
Mstep: Class 42 contains 1132 members 
Mstep: Class 43 contains 4273 members 
Mstep: Class 44 contains 3721 members 
Mstep: Class 45 contains 3161 members 
Mstep: Class 46 contains 4823 members 
Mstep: Class 47 contains 12100 members 
Mstep: Class 48 contains 2964 members 
Mstep: Class 49 contains 8054 members 
Mstep: Class 50 contains 27406 members 
Mstep: Class 51 contains 3311 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100305256.000000 Penalty: 112857.750000
Iteration 113Q: 52 clusters Score -1.003053e+08 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 5285 members 
Mstep: Class 3 contains 5421 members 
Mstep: Class 4 contains 35390 members 
Mstep: Class 5 contains 96032 members 
Mstep: Class 6 contains 459 members 
Mstep: Class 7 contains 17781 members 
Mstep: Class 8 contains 152194 members 
Mstep: Class 9 contains 8763 members 
Mstep: Class 10 contains 2188 members 
Mstep: Class 11 contains 450 members 
Mstep: Class 12 contains 17970 members 
Mstep: Class 13 contains 1412 members 
Mstep: Class 14 contains 1842 members 
Mstep: Class 15 contains 8201 members 
Mstep: Class 16 contains 39098 members 
Mstep: Class 17 contains 56740 members 
Mstep: Class 18 contains 2378 members 
Mstep: Class 19 contains 11670 members 
Mstep: Class 20 contains 39801 members 
Mstep: Class 21 contains 8114 members 
Mstep: Class 22 contains 12581 members 
Mstep: Class 23 contains 2965 members 
Mstep: Class 24 contains 39247 members 
Mstep: Class 25 contains 9234 members 
Mstep: Class 26 contains 3904 members 
Mstep: Class 27 contains 8850 members 
Mstep: Class 28 contains 3657 members 
Mstep: Class 29 contains 8241 members 
Mstep: Class 30 contains 6681 members 
Mstep: Class 31 contains 22780 members 
Mstep: Class 32 contains 40096 members 
Mstep: Class 33 contains 18092 members 
Mstep: Class 34 contains 2544 members 
Mstep: Class 35 contains 11514 members 
Mstep: Class 36 contains 2476 members 
Mstep: Class 37 contains 2690 members 
Mstep: Class 38 contains 19167 members 
Mstep: Class 39 contains 1346 members 
Mstep: Class 40 contains 15001 members 
Mstep: Class 41 contains 2014 members 
Mstep: Class 42 contains 1132 members 
Mstep: Class 43 contains 4269 members 
Mstep: Class 44 contains 3738 members 
Mstep: Class 45 contains 3163 members 
Mstep: Class 46 contains 4827 members 
Mstep: Class 47 contains 12111 members 
Mstep: Class 48 contains 2966 members 
Mstep: Class 49 contains 8054 members 
Mstep: Class 50 contains 27412 members 
Mstep: Class 51 contains 3311 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100305272.000000 Penalty: 112857.750000
Iteration 114Q: 52 clusters Score -1.003053e+08 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 5323 members 
Mstep: Class 2 contains 5302 members 
Mstep: Class 3 contains 5416 members 
Mstep: Class 4 contains 35378 members 
Mstep: Class 5 contains 96019 members 
Mstep: Class 6 contains 459 members 
Mstep: Class 7 contains 17780 members 
Mstep: Class 8 contains 152219 members 
Mstep: Class 9 contains 8760 members 
Mstep: Class 10 contains 2188 members 
Mstep: Class 11 contains 450 members 
Mstep: Class 12 contains 17970 members 
Mstep: Class 13 contains 1412 members 
Mstep: Class 14 contains 1845 members 
Mstep: Class 15 contains 8203 members 
Mstep: Class 16 contains 39095 members 
Mstep: Class 17 contains 56732 members 
Mstep: Class 18 contains 2377 members 
Mstep: Class 19 contains 11625 members 
Mstep: Class 20 contains 39789 members 
Mstep: Class 21 contains 8114 members 
Mstep: Class 22 contains 12581 members 
Mstep: Class 23 contains 2967 members 
Mstep: Class 24 contains 39252 members 
Mstep: Class 25 contains 9236 members 
Mstep: Class 26 contains 3910 members 
Mstep: Class 27 contains 8849 members 
Mstep: Class 28 contains 3660 members 
Mstep: Class 29 contains 8217 members 
Mstep: Class 30 contains 6681 members 
Mstep: Class 31 contains 22813 members 
Mstep: Class 32 contains 40075 members 
Mstep: Class 33 contains 18083 members 
Mstep: Class 34 contains 2588 members 
Mstep: Class 35 contains 11508 members 
Mstep: Class 36 contains 2476 members 
Mstep: Class 37 contains 2694 members 
Mstep: Class 38 contains 19175 members 
Mstep: Class 39 contains 1346 members 
Mstep: Class 40 contains 14993 members 
Mstep: Class 41 contains 2010 members 
Mstep: Class 42 contains 1132 members 
Mstep: Class 43 contains 4268 members 
Mstep: Class 44 contains 3745 members 
Mstep: Class 45 contains 3164 members 
Mstep: Class 46 contains 4826 members 
Mstep: Class 47 contains 12119 members 
Mstep: Class 48 contains 2967 members 
Mstep: Class 49 contains 8056 members 
Mstep: Class 50 contains 27415 members 
Mstep: Class 51 contains 3312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100305216.000000 Penalty: 112857.750000
Iteration 115Q: 52 clusters Score -1.003052e+08 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 5325 members 
Mstep: Class 2 contains 5318 members 
Mstep: Class 3 contains 5408 members 
Mstep: Class 4 contains 35356 members 
Mstep: Class 5 contains 96014 members 
Mstep: Class 6 contains 459 members 
Mstep: Class 7 contains 17776 members 
Mstep: Class 8 contains 152239 members 
Mstep: Class 9 contains 8760 members 
Mstep: Class 10 contains 2189 members 
Mstep: Class 11 contains 450 members 
Mstep: Class 12 contains 17970 members 
Mstep: Class 13 contains 1415 members 
Mstep: Class 14 contains 1845 members 
Mstep: Class 15 contains 8204 members 
Mstep: Class 16 contains 39086 members 
Mstep: Class 17 contains 56724 members 
Mstep: Class 18 contains 2378 members 
Mstep: Class 19 contains 11615 members 
Mstep: Class 20 contains 39785 members 
Mstep: Class 21 contains 8112 members 
Mstep: Class 22 contains 12581 members 
Mstep: Class 23 contains 2972 members 
Mstep: Class 24 contains 39257 members 
Mstep: Class 25 contains 9238 members 
Mstep: Class 26 contains 3911 members 
Mstep: Class 27 contains 8849 members 
Mstep: Class 28 contains 3663 members 
Mstep: Class 29 contains 8202 members 
Mstep: Class 30 contains 6682 members 
Mstep: Class 31 contains 22845 members 
Mstep: Class 32 contains 40053 members 
Mstep: Class 33 contains 18077 members 
Mstep: Class 34 contains 2612 members 
Mstep: Class 35 contains 11507 members 
Mstep: Class 36 contains 2477 members 
Mstep: Class 37 contains 2694 members 
Mstep: Class 38 contains 19173 members 
Mstep: Class 39 contains 1346 members 
Mstep: Class 40 contains 14989 members 
Mstep: Class 41 contains 2004 members 
Mstep: Class 42 contains 1132 members 
Mstep: Class 43 contains 4268 members 
Mstep: Class 44 contains 3747 members 
Mstep: Class 45 contains 3163 members 
Mstep: Class 46 contains 4832 members 
Mstep: Class 47 contains 12125 members 
Mstep: Class 48 contains 2968 members 
Mstep: Class 49 contains 8055 members 
Mstep: Class 50 contains 27412 members 
Mstep: Class 51 contains 3312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100305224.000000 Penalty: 112857.750000
Iteration 116Q: 52 clusters Score -1.003052e+08 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 5325 members 
Mstep: Class 2 contains 5333 members 
Mstep: Class 3 contains 5403 members 
Mstep: Class 4 contains 35340 members 
Mstep: Class 5 contains 96012 members 
Mstep: Class 6 contains 459 members 
Mstep: Class 7 contains 17775 members 
Mstep: Class 8 contains 152264 members 
Mstep: Class 9 contains 8759 members 
Mstep: Class 10 contains 2190 members 
Mstep: Class 11 contains 450 members 
Mstep: Class 12 contains 17967 members 
Mstep: Class 13 contains 1415 members 
Mstep: Class 14 contains 1845 members 
Mstep: Class 15 contains 8206 members 
Mstep: Class 16 contains 39073 members 
Mstep: Class 17 contains 56713 members 
Mstep: Class 18 contains 2377 members 
Mstep: Class 19 contains 11603 members 
Mstep: Class 20 contains 39781 members 
Mstep: Class 21 contains 8106 members 
Mstep: Class 22 contains 12582 members 
Mstep: Class 23 contains 2975 members 
Mstep: Class 24 contains 39263 members 
Mstep: Class 25 contains 9242 members 
Mstep: Class 26 contains 3911 members 
Mstep: Class 27 contains 8848 members 
Mstep: Class 28 contains 3666 members 
Mstep: Class 29 contains 8190 members 
Mstep: Class 30 contains 6681 members 
Mstep: Class 31 contains 22879 members 
Mstep: Class 32 contains 40040 members 
Mstep: Class 33 contains 18071 members 
Mstep: Class 34 contains 2630 members 
Mstep: Class 35 contains 11502 members 
Mstep: Class 36 contains 2475 members 
Mstep: Class 37 contains 2694 members 
Mstep: Class 38 contains 19178 members 
Mstep: Class 39 contains 1346 members 
Mstep: Class 40 contains 14978 members 
Mstep: Class 41 contains 2001 members 
Mstep: Class 42 contains 1132 members 
Mstep: Class 43 contains 4268 members 
Mstep: Class 44 contains 3751 members 
Mstep: Class 45 contains 3163 members 
Mstep: Class 46 contains 4836 members 
Mstep: Class 47 contains 12130 members 
Mstep: Class 48 contains 2969 members 
Mstep: Class 49 contains 8055 members 
Mstep: Class 50 contains 27409 members 
Mstep: Class 51 contains 3313 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100305240.000000 Penalty: 112857.750000
Iteration 117Q: 52 clusters Score -1.003052e+08 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 5326 members 
Mstep: Class 2 contains 5346 members 
Mstep: Class 3 contains 5393 members 
Mstep: Class 4 contains 35328 members 
Mstep: Class 5 contains 96016 members 
Mstep: Class 6 contains 460 members 
Mstep: Class 7 contains 17773 members 
Mstep: Class 8 contains 152285 members 
Mstep: Class 9 contains 8759 members 
Mstep: Class 10 contains 2190 members 
Mstep: Class 11 contains 450 members 
Mstep: Class 12 contains 17967 members 
Mstep: Class 13 contains 1411 members 
Mstep: Class 14 contains 1845 members 
Mstep: Class 15 contains 8207 members 
Mstep: Class 16 contains 39060 members 
Mstep: Class 17 contains 56711 members 
Mstep: Class 18 contains 2376 members 
Mstep: Class 19 contains 11589 members 
Mstep: Class 20 contains 39754 members 
Mstep: Class 21 contains 8098 members 
Mstep: Class 22 contains 12582 members 
Mstep: Class 23 contains 2974 members 
Mstep: Class 24 contains 39264 members 
Mstep: Class 25 contains 9236 members 
Mstep: Class 26 contains 3917 members 
Mstep: Class 27 contains 8848 members 
Mstep: Class 28 contains 3670 members 
Mstep: Class 29 contains 8183 members 
Mstep: Class 30 contains 6681 members 
Mstep: Class 31 contains 22911 members 
Mstep: Class 32 contains 40023 members 
Mstep: Class 33 contains 18061 members 
Mstep: Class 34 contains 2641 members 
Mstep: Class 35 contains 11500 members 
Mstep: Class 36 contains 2478 members 
Mstep: Class 37 contains 2695 members 
Mstep: Class 38 contains 19195 members 
Mstep: Class 39 contains 1346 members 
Mstep: Class 40 contains 14966 members 
Mstep: Class 41 contains 1998 members 
Mstep: Class 42 contains 1132 members 
Mstep: Class 43 contains 4268 members 
Mstep: Class 44 contains 3756 members 
Mstep: Class 45 contains 3165 members 
Mstep: Class 46 contains 4856 members 
Mstep: Class 47 contains 12138 members 
Mstep: Class 48 contains 2963 members 
Mstep: Class 49 contains 8055 members 
Mstep: Class 50 contains 27415 members 
Mstep: Class 51 contains 3313 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100305264.000000 Penalty: 112857.750000
Iteration 118Q: 52 clusters Score -1.003053e+08 nChanged 336
Entering ConstructFrom: 
Score: -100305264.000000 Penalty: 112857.750000
Entering ConstructFrom: 
Trying to split cluster 1 (5326 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5326 members 
Entering Unmasked Estep 
Score: -662708.062500 Penalty: 1394.307739
	Iteration 0F: 2 clusters Score -662708.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -658541.437500 Penalty: 2788.615479
	Iteration 0F: 3 clusters Score -658541.4 nChanged 2185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -659734.937500 Penalty: 2788.615479
	Iteration 1F: 3 clusters Score -659734.9 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -659989.812500 Penalty: 2788.615479
	Iteration 2F: 3 clusters Score -659989.8 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -660190.250000 Penalty: 2788.615479
	Iteration 3F: 3 clusters Score -660190.2 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -660392.062500 Penalty: 2788.615479
	Iteration 4F: 3 clusters Score -660392.1 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -660614.000000 Penalty: 2788.615479
	Iteration 5Q: 3 clusters Score -660614 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -660941.000000 Penalty: 2788.615479
	Iteration 6F: 3 clusters Score -660941 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -661172.750000 Penalty: 2788.615479
	Iteration 7F: 3 clusters Score -661172.8 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -661373.562500 Penalty: 2788.615479
	Iteration 8Q: 3 clusters Score -661373.6 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -661546.000000 Penalty: 2788.615479
	Iteration 9Q: 3 clusters Score -661546 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -661669.562500 Penalty: 2788.615479
	Iteration 10Q: 3 clusters Score -661669.6 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -661746.062500 Penalty: 2788.615479
	Iteration 11Q: 3 clusters Score -661746.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -661800.250000 Penalty: 2788.615479
	Iteration 12Q: 3 clusters Score -661800.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -661830.000000 Penalty: 2788.615479
	Iteration 13Q: 3 clusters Score -661830 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -661861.500000 Penalty: 2788.615479
	Iteration 14Q: 3 clusters Score -661861.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -661893.312500 Penalty: 2788.615479
	Iteration 15Q: 3 clusters Score -661893.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -661925.750000 Penalty: 2788.615479
	Iteration 16Q: 3 clusters Score -661925.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -661957.000000 Penalty: 2788.615479
	Iteration 17Q: 3 clusters Score -661957 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -661983.937500 Penalty: 2788.615479
	Iteration 18Q: 3 clusters Score -661983.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -662006.750000 Penalty: 2788.615479
	Iteration 19Q: 3 clusters Score -662006.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -662025.312500 Penalty: 2788.615479
	Iteration 20F: 3 clusters Score -662025.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -662046.812500 Penalty: 2788.615479
	Iteration 21Q: 3 clusters Score -662046.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -662066.000000 Penalty: 2788.615479
	Iteration 22Q: 3 clusters Score -662066 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -662082.437500 Penalty: 2788.615479
	Iteration 23Q: 3 clusters Score -662082.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -662104.125000 Penalty: 2788.615479
	Iteration 24Q: 3 clusters Score -662104.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -662125.062500 Penalty: 2788.615479
	Iteration 25Q: 3 clusters Score -662125.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -662156.687500 Penalty: 2788.615479
	Iteration 26Q: 3 clusters Score -662156.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -662189.437500 Penalty: 2788.615479
	Iteration 27Q: 3 clusters Score -662189.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -662217.937500 Penalty: 2788.615479
	Iteration 28Q: 3 clusters Score -662217.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -662244.687500 Penalty: 2788.615479
	Iteration 29Q: 3 clusters Score -662244.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -662274.625000 Penalty: 2788.615479
	Iteration 30Q: 3 clusters Score -662274.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -662309.375000 Penalty: 2788.615479
	Iteration 31Q: 3 clusters Score -662309.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -662335.437500 Penalty: 2788.615479
	Iteration 32Q: 3 clusters Score -662335.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -662352.000000 Penalty: 2788.615479
	Iteration 33Q: 3 clusters Score -662352 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -662362.625000 Penalty: 2788.615479
	Iteration 34Q: 3 clusters Score -662362.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -662367.000000 Penalty: 2788.615479
	Iteration 35Q: 3 clusters Score -662367 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -662367.937500 Penalty: 2788.615479
	Iteration 36Q: 3 clusters Score -662367.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -662373.437500 Penalty: 2788.615479
	Iteration 37Q: 3 clusters Score -662373.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -662376.625000 Penalty: 2788.615479
	Iteration 38Q: 3 clusters Score -662376.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -662380.250000 Penalty: 2788.615479
	Iteration 39Q: 3 clusters Score -662380.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -662380.687500 Penalty: 2788.615479
	Iteration 40F: 3 clusters Score -662380.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -662383.812500 Penalty: 2788.615479
	Iteration 41Q: 3 clusters Score -662383.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -662383.875000 Penalty: 2788.615479
	Iteration 42Q: 3 clusters Score -662383.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -662384.375000 Penalty: 2788.615479
	Iteration 43Q: 3 clusters Score -662384.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -662385.375000 Penalty: 2788.615479
	Iteration 44Q: 3 clusters Score -662385.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -662385.375000 Penalty: 2788.615479
	Iteration 45Q: 3 clusters Score -662385.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -662385.625000 Penalty: 2788.615479
	Iteration 46Q: 3 clusters Score -662385.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -662385.625000 Penalty: 2788.615479
	Iteration 47F: 3 clusters Score -662385.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (5359 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Entering Unmasked Estep 
Score: -629735.375000 Penalty: 1395.311523
	Iteration 0F: 2 clusters Score -629735.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -625559.562500 Penalty: 2790.623047
	Iteration 0F: 3 clusters Score -625559.6 nChanged 2153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -626811.000000 Penalty: 2790.623047
	Iteration 1F: 3 clusters Score -626811 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -627067.125000 Penalty: 2790.623047
	Iteration 2F: 3 clusters Score -627067.1 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -627265.625000 Penalty: 2790.623047
	Iteration 3F: 3 clusters Score -627265.6 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -627467.812500 Penalty: 2790.623047
	Iteration 4F: 3 clusters Score -627467.8 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -627666.500000 Penalty: 2790.623047
	Iteration 5Q: 3 clusters Score -627666.5 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -627862.812500 Penalty: 2790.623047
	Iteration 6F: 3 clusters Score -627862.8 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -628009.000000 Penalty: 2790.623047
	Iteration 7Q: 3 clusters Score -628009 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -628106.875000 Penalty: 2790.623047
	Iteration 8Q: 3 clusters Score -628106.9 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -628182.812500 Penalty: 2790.623047
	Iteration 9Q: 3 clusters Score -628182.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -628226.000000 Penalty: 2790.623047
	Iteration 10Q: 3 clusters Score -628226 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -628260.750000 Penalty: 2790.623047
	Iteration 11Q: 3 clusters Score -628260.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -628305.187500 Penalty: 2790.623047
	Iteration 12Q: 3 clusters Score -628305.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -628337.750000 Penalty: 2790.623047
	Iteration 13Q: 3 clusters Score -628337.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -628359.187500 Penalty: 2790.623047
	Iteration 14Q: 3 clusters Score -628359.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -628375.437500 Penalty: 2790.623047
	Iteration 15Q: 3 clusters Score -628375.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -628390.375000 Penalty: 2790.623047
	Iteration 16Q: 3 clusters Score -628390.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -628402.312500 Penalty: 2790.623047
	Iteration 17Q: 3 clusters Score -628402.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -628410.187500 Penalty: 2790.623047
	Iteration 18Q: 3 clusters Score -628410.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -628414.375000 Penalty: 2790.623047
	Iteration 19Q: 3 clusters Score -628414.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -628422.125000 Penalty: 2790.623047
	Iteration 20F: 3 clusters Score -628422.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -628426.875000 Penalty: 2790.623047
	Iteration 21Q: 3 clusters Score -628426.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -628433.250000 Penalty: 2790.623047
	Iteration 22Q: 3 clusters Score -628433.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -628439.187500 Penalty: 2790.623047
	Iteration 23Q: 3 clusters Score -628439.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -628439.062500 Penalty: 2790.623047
	Iteration 24Q: 3 clusters Score -628439.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -628440.687500 Penalty: 2790.623047
	Iteration 25Q: 3 clusters Score -628440.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -628440.812500 Penalty: 2790.623047
	Iteration 26Q: 3 clusters Score -628440.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -628441.187500 Penalty: 2790.623047
	Iteration 27Q: 3 clusters Score -628441.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -628442.812500 Penalty: 2790.623047
	Iteration 28Q: 3 clusters Score -628442.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -628443.375000 Penalty: 2790.623047
	Iteration 29Q: 3 clusters Score -628443.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -628443.375000 Penalty: 2790.623047
	Iteration 30F: 3 clusters Score -628443.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (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: -670624.125000 Penalty: 1396.248779
	Iteration 0F: 2 clusters Score -670624.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -666421.187500 Penalty: 2792.497559
	Iteration 0F: 3 clusters Score -666421.2 nChanged 2153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -667580.812500 Penalty: 2792.497559
	Iteration 1F: 3 clusters Score -667580.8 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -667806.312500 Penalty: 2792.497559
	Iteration 2F: 3 clusters Score -667806.3 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -667983.562500 Penalty: 2792.497559
	Iteration 3F: 3 clusters Score -667983.6 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -668132.750000 Penalty: 2792.497559
	Iteration 4F: 3 clusters Score -668132.8 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -668254.187500 Penalty: 2792.497559
	Iteration 5Q: 3 clusters Score -668254.2 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -668367.000000 Penalty: 2792.497559
	Iteration 6Q: 3 clusters Score -668367 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -668470.687500 Penalty: 2792.497559
	Iteration 7Q: 3 clusters Score -668470.7 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -668572.125000 Penalty: 2792.497559
	Iteration 8Q: 3 clusters Score -668572.1 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -668663.125000 Penalty: 2792.497559
	Iteration 9Q: 3 clusters Score -668663.1 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -668738.875000 Penalty: 2792.497559
	Iteration 10Q: 3 clusters Score -668738.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -668792.562500 Penalty: 2792.497559
	Iteration 11Q: 3 clusters Score -668792.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -668847.375000 Penalty: 2792.497559
	Iteration 12Q: 3 clusters Score -668847.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -668905.000000 Penalty: 2792.497559
	Iteration 13Q: 3 clusters Score -668905 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -668967.062500 Penalty: 2792.497559
	Iteration 14Q: 3 clusters Score -668967.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -669034.812500 Penalty: 2792.497559
	Iteration 15Q: 3 clusters Score -669034.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -669111.375000 Penalty: 2792.497559
	Iteration 16Q: 3 clusters Score -669111.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -669203.125000 Penalty: 2792.497559
	Iteration 17Q: 3 clusters Score -669203.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -669316.250000 Penalty: 2792.497559
	Iteration 18Q: 3 clusters Score -669316.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -669479.562500 Penalty: 2792.497559
	Iteration 19Q: 3 clusters Score -669479.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -669638.562500 Penalty: 2792.497559
	Iteration 20F: 3 clusters Score -669638.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -669731.000000 Penalty: 2792.497559
	Iteration 21Q: 3 clusters Score -669731 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -669810.375000 Penalty: 2792.497559
	Iteration 22Q: 3 clusters Score -669810.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -669889.062500 Penalty: 2792.497559
	Iteration 23Q: 3 clusters Score -669889.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -669978.312500 Penalty: 2792.497559
	Iteration 24Q: 3 clusters Score -669978.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -670066.375000 Penalty: 2792.497559
	Iteration 25Q: 3 clusters Score -670066.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -670159.812500 Penalty: 2792.497559
	Iteration 26Q: 3 clusters Score -670159.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -670254.125000 Penalty: 2792.497559
	Iteration 27Q: 3 clusters Score -670254.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -670351.187500 Penalty: 2792.497559
	Iteration 28Q: 3 clusters Score -670351.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -670469.562500 Penalty: 2792.497559
	Iteration 29Q: 3 clusters Score -670469.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -670604.625000 Penalty: 2792.497559
	Iteration 30Q: 3 clusters Score -670604.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -670728.625000 Penalty: 2792.497559
	Iteration 31Q: 3 clusters Score -670728.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -670839.250000 Penalty: 2792.497559
	Iteration 32Q: 3 clusters Score -670839.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -670915.187500 Penalty: 2792.497559
	Iteration 33Q: 3 clusters Score -670915.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -670971.312500 Penalty: 2792.497559
	Iteration 34Q: 3 clusters Score -670971.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -671004.562500 Penalty: 2792.497559
	Iteration 35Q: 3 clusters Score -671004.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -671017.562500 Penalty: 2792.497559
	Iteration 36Q: 3 clusters Score -671017.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -671024.812500 Penalty: 2792.497559
	Iteration 37Q: 3 clusters Score -671024.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -671028.750000 Penalty: 2792.497559
	Iteration 38Q: 3 clusters Score -671028.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -671033.187500 Penalty: 2792.497559
	Iteration 39Q: 3 clusters Score -671033.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -671046.812500 Penalty: 2792.497559
	Iteration 40F: 3 clusters Score -671046.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -671053.062500 Penalty: 2792.497559
	Iteration 41Q: 3 clusters Score -671053.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -671054.250000 Penalty: 2792.497559
	Iteration 42Q: 3 clusters Score -671054.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -671054.937500 Penalty: 2792.497559
	Iteration 43Q: 3 clusters Score -671054.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -671054.937500 Penalty: 2792.497559
	Iteration 44F: 3 clusters Score -671054.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 5326 members 
Mstep: Class 2 contains 5359 members 
Mstep: Class 3 contains 3373 members 
Mstep: Class 4 contains 35312 members 
Mstep: Class 5 contains 96014 members 
Mstep: Class 6 contains 461 members 
Mstep: Class 7 contains 17772 members 
Mstep: Class 8 contains 152298 members 
Mstep: Class 9 contains 8757 members 
Mstep: Class 10 contains 2189 members 
Mstep: Class 11 contains 450 members 
Mstep: Class 12 contains 17966 members 
Mstep: Class 13 contains 1408 members 
Mstep: Class 14 contains 1845 members 
Mstep: Class 15 contains 8211 members 
Mstep: Class 16 contains 39056 members 
Mstep: Class 17 contains 56706 members 
Mstep: Class 18 contains 2376 members 
Mstep: Class 19 contains 11588 members 
Mstep: Class 20 contains 39741 members 
Mstep: Class 21 contains 8094 members 
Mstep: Class 22 contains 12582 members 
Mstep: Class 23 contains 2974 members 
Mstep: Class 24 contains 39275 members 
Mstep: Class 25 contains 9239 members 
Mstep: Class 26 contains 3922 members 
Mstep: Class 27 contains 8847 members 
Mstep: Class 28 contains 3671 members 
Mstep: Class 29 contains 8174 members 
Mstep: Class 30 contains 6680 members 
Mstep: Class 31 contains 22936 members 
Mstep: Class 32 contains 40002 members 
Mstep: Class 33 contains 18053 members 
Mstep: Class 34 contains 2661 members 
Mstep: Class 35 contains 11496 members 
Mstep: Class 36 contains 2477 members 
Mstep: Class 37 contains 2694 members 
Mstep: Class 38 contains 19189 members 
Mstep: Class 39 contains 1346 members 
Mstep: Class 40 contains 14960 members 
Mstep: Class 41 contains 1997 members 
Mstep: Class 42 contains 1132 members 
Mstep: Class 43 contains 4269 members 
Mstep: Class 44 contains 3759 members 
Mstep: Class 45 contains 3165 members 
Mstep: Class 46 contains 4864 members 
Mstep: Class 47 contains 12146 members 
Mstep: Class 48 contains 2957 members 
Mstep: Class 49 contains 8056 members 
Mstep: Class 50 contains 27417 members 
Mstep: Class 51 contains 3315 members 
Mstep: Class 52 contains 2017 members 
Entering Unmasked Estep 
Score: -100304912.000000 Penalty: 115070.648438
Splitting cluster 3 changes total score from -100305264.000000 to -100304912.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (35312 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35312 members 
Entering Unmasked Estep 
Score: -4474226.500000 Penalty: 1701.696411
	Iteration 0F: 2 clusters Score -4474226 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17675 members 
Mstep: Class 2 contains 17637 members 
Entering Unmasked Estep 
Score: -4450502.000000 Penalty: 3403.392822
	Iteration 0F: 3 clusters Score -4450502 nChanged 16397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17876 members 
Mstep: Class 2 contains 17436 members 
Entering Unmasked Estep 
Score: -4459494.000000 Penalty: 3403.392822
	Iteration 1F: 3 clusters Score -4459494 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18180 members 
Mstep: Class 2 contains 17132 members 
Entering Unmasked Estep 
Score: -4459861.500000 Penalty: 3403.392822
	Iteration 2Q: 3 clusters Score -4459862 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18593 members 
Mstep: Class 2 contains 16719 members 
Entering Unmasked Estep 
Score: -4460267.000000 Penalty: 3403.392822
	Iteration 3Q: 3 clusters Score -4460267 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19211 members 
Mstep: Class 2 contains 16101 members 
Entering Unmasked Estep 
Score: -4460651.500000 Penalty: 3403.392822
	Iteration 4Q: 3 clusters Score -4460652 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20062 members 
Mstep: Class 2 contains 15250 members 
Entering Unmasked Estep 
Score: -4461106.000000 Penalty: 3403.392822
	Iteration 5Q: 3 clusters Score -4461106 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21221 members 
Mstep: Class 2 contains 14091 members 
Entering Unmasked Estep 
Score: -4461680.500000 Penalty: 3403.392822
	Iteration 6Q: 3 clusters Score -4461680 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22770 members 
Mstep: Class 2 contains 12542 members 
Entering Unmasked Estep 
Score: -4462547.000000 Penalty: 3403.392822
	Iteration 7Q: 3 clusters Score -4462547 nChanged 2100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24750 members 
Mstep: Class 2 contains 10562 members 
Entering Unmasked Estep 
Score: -4463763.500000 Penalty: 3403.392822
	Iteration 8F: 3 clusters Score -4463764 nChanged 2401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27083 members 
Mstep: Class 2 contains 8229 members 
Entering Unmasked Estep 
Score: -4465468.500000 Penalty: 3403.392822
	Iteration 9F: 3 clusters Score -4465468 nChanged 2528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29581 members 
Mstep: Class 2 contains 5731 members 
Entering Unmasked Estep 
Score: -4467550.000000 Penalty: 3403.392822
	Iteration 10F: 3 clusters Score -4467550 nChanged 2251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31822 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -4469603.500000 Penalty: 3403.392822
	Iteration 11F: 3 clusters Score -4469604 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33458 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -4471095.500000 Penalty: 3403.392822
	Iteration 12Q: 3 clusters Score -4471096 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34387 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -4471939.000000 Penalty: 3403.392822
	Iteration 13Q: 3 clusters Score -4471939 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34804 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -4472352.500000 Penalty: 3403.392822
	Iteration 14Q: 3 clusters Score -4472352 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34968 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -4472526.500000 Penalty: 3403.392822
	Iteration 15Q: 3 clusters Score -4472526 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35039 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -4472630.000000 Penalty: 3403.392822
	Iteration 16Q: 3 clusters Score -4472630 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35074 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -4472667.000000 Penalty: 3403.392822
	Iteration 17Q: 3 clusters Score -4472667 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35087 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -4472695.000000 Penalty: 3403.392822
	Iteration 18Q: 3 clusters Score -4472695 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35093 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -4472700.000000 Penalty: 3403.392822
	Iteration 19Q: 3 clusters Score -4472700 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35098 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -4472712.000000 Penalty: 3403.392822
	Iteration 20F: 3 clusters Score -4472712 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35101 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -4472716.500000 Penalty: 3403.392822
	Iteration 21Q: 3 clusters Score -4472716 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35104 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -4472722.500000 Penalty: 3403.392822
	Iteration 22Q: 3 clusters Score -4472722 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35104 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -4472725.500000 Penalty: 3403.392822
	Iteration 23Q: 3 clusters Score -4472726 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35107 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -4472731.500000 Penalty: 3403.392822
	Iteration 24Q: 3 clusters Score -4472732 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35108 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -4472730.500000 Penalty: 3403.392822
	Iteration 25Q: 3 clusters Score -4472730 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35109 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -4472732.500000 Penalty: 3403.392822
	Iteration 26Q: 3 clusters Score -4472732 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35109 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -4472733.000000 Penalty: 3403.392822
	Iteration 27Q: 3 clusters Score -4472733 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35109 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -4472733.000000 Penalty: 3403.392822
	Iteration 28F: 3 clusters Score -4472733 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (96014 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96014 members 
Entering Unmasked Estep 
Score: -12124628.000000 Penalty: 1864.240479
	Iteration 0F: 2 clusters Score -1.212463e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48029 members 
Mstep: Class 2 contains 47985 members 
Entering Unmasked Estep 
Score: -12060784.000000 Penalty: 3728.480957
	Iteration 0F: 3 clusters Score -1.206078e+07 nChanged 45813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50298 members 
Mstep: Class 2 contains 45716 members 
Entering Unmasked Estep 
Score: -12087687.000000 Penalty: 3728.480957
	Iteration 1F: 3 clusters Score -1.208769e+07 nChanged 4391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52059 members 
Mstep: Class 2 contains 43955 members 
Entering Unmasked Estep 
Score: -12089379.000000 Penalty: 3728.480957
	Iteration 2Q: 3 clusters Score -1.208938e+07 nChanged 5346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54677 members 
Mstep: Class 2 contains 41337 members 
Entering Unmasked Estep 
Score: -12092100.000000 Penalty: 3728.480957
	Iteration 3F: 3 clusters Score -1.20921e+07 nChanged 6421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57958 members 
Mstep: Class 2 contains 38056 members 
Entering Unmasked Estep 
Score: -12095956.000000 Penalty: 3728.480957
	Iteration 4F: 3 clusters Score -1.209596e+07 nChanged 6887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61501 members 
Mstep: Class 2 contains 34513 members 
Entering Unmasked Estep 
Score: -12100142.000000 Penalty: 3728.480957
	Iteration 5F: 3 clusters Score -1.210014e+07 nChanged 6453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64746 members 
Mstep: Class 2 contains 31268 members 
Entering Unmasked Estep 
Score: -12103593.000000 Penalty: 3728.480957
	Iteration 6F: 3 clusters Score -1.210359e+07 nChanged 5240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67578 members 
Mstep: Class 2 contains 28436 members 
Entering Unmasked Estep 
Score: -12105935.000000 Penalty: 3728.480957
	Iteration 7F: 3 clusters Score -1.210594e+07 nChanged 4003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70027 members 
Mstep: Class 2 contains 25987 members 
Entering Unmasked Estep 
Score: -12107464.000000 Penalty: 3728.480957
	Iteration 8Q: 3 clusters Score -1.210746e+07 nChanged 3194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72471 members 
Mstep: Class 2 contains 23543 members 
Entering Unmasked Estep 
Score: -12108693.000000 Penalty: 3728.480957
	Iteration 9Q: 3 clusters Score -1.210869e+07 nChanged 2846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75053 members 
Mstep: Class 2 contains 20961 members 
Entering Unmasked Estep 
Score: -12109848.000000 Penalty: 3728.480957
	Iteration 10Q: 3 clusters Score -1.210985e+07 nChanged 2826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77807 members 
Mstep: Class 2 contains 18207 members 
Entering Unmasked Estep 
Score: -12110967.000000 Penalty: 3728.480957
	Iteration 11Q: 3 clusters Score -1.211097e+07 nChanged 2938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80729 members 
Mstep: Class 2 contains 15285 members 
Entering Unmasked Estep 
Score: -12112417.000000 Penalty: 3728.480957
	Iteration 12Q: 3 clusters Score -1.211242e+07 nChanged 3050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83775 members 
Mstep: Class 2 contains 12239 members 
Entering Unmasked Estep 
Score: -12114129.000000 Penalty: 3728.480957
	Iteration 13Q: 3 clusters Score -1.211413e+07 nChanged 3068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86843 members 
Mstep: Class 2 contains 9171 members 
Entering Unmasked Estep 
Score: -12116137.000000 Penalty: 3728.480957
	Iteration 14Q: 3 clusters Score -1.211614e+07 nChanged 2840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89683 members 
Mstep: Class 2 contains 6331 members 
Entering Unmasked Estep 
Score: -12118198.000000 Penalty: 3728.480957
	Iteration 15Q: 3 clusters Score -1.21182e+07 nChanged 2322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92005 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -12120054.000000 Penalty: 3728.480957
	Iteration 16Q: 3 clusters Score -1.212005e+07 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93640 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -12121454.000000 Penalty: 3728.480957
	Iteration 17Q: 3 clusters Score -1.212145e+07 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94599 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -12122206.000000 Penalty: 3728.480957
	Iteration 18Q: 3 clusters Score -1.212221e+07 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95102 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -12122570.000000 Penalty: 3728.480957
	Iteration 19Q: 3 clusters Score -1.212257e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95355 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -12122733.000000 Penalty: 3728.480957
	Iteration 20F: 3 clusters Score -1.212273e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95496 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -12122838.000000 Penalty: 3728.480957
	Iteration 21Q: 3 clusters Score -1.212284e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95572 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -12122888.000000 Penalty: 3728.480957
	Iteration 22Q: 3 clusters Score -1.212289e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95609 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -12122930.000000 Penalty: 3728.480957
	Iteration 23Q: 3 clusters Score -1.212293e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95637 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -12122971.000000 Penalty: 3728.480957
	Iteration 24Q: 3 clusters Score -1.212297e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95646 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -12122991.000000 Penalty: 3728.480957
	Iteration 25Q: 3 clusters Score -1.212299e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95655 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -12123003.000000 Penalty: 3728.480957
	Iteration 26Q: 3 clusters Score -1.2123e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95660 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -12123015.000000 Penalty: 3728.480957
	Iteration 27Q: 3 clusters Score -1.212302e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95659 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -12123031.000000 Penalty: 3728.480957
	Iteration 28Q: 3 clusters Score -1.212303e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95661 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -12123030.000000 Penalty: 3728.480957
	Iteration 29Q: 3 clusters Score -1.212303e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95662 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -12123028.000000 Penalty: 3728.480957
	Iteration 30Q: 3 clusters Score -1.212303e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95666 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -12123040.000000 Penalty: 3728.480957
	Iteration 31Q: 3 clusters Score -1.212304e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95666 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -12123040.000000 Penalty: 3728.480957
	Iteration 32F: 3 clusters Score -1.212304e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (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: -49782.285156 Penalty: 996.677185
	Iteration 0F: 2 clusters Score -49782.29 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: -48860.148438 Penalty: 1993.354370
	Iteration 0F: 3 clusters Score -48860.15 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -49088.910156 Penalty: 1993.354370
	Iteration 1F: 3 clusters Score -49088.91 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -49154.269531 Penalty: 1993.354370
	Iteration 2F: 3 clusters Score -49154.27 nChanged 9
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: -49168.976562 Penalty: 1993.354370
	Iteration 3Q: 3 clusters Score -49168.98 nChanged 8
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: -49186.835938 Penalty: 1993.354370
	Iteration 4Q: 3 clusters Score -49186.84 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -49204.417969 Penalty: 1993.354370
	Iteration 5Q: 3 clusters Score -49204.42 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -49234.617188 Penalty: 1993.354370
	Iteration 6Q: 3 clusters Score -49234.62 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -49246.964844 Penalty: 1993.354370
	Iteration 7Q: 3 clusters Score -49246.96 nChanged 3
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: -49252.023438 Penalty: 1993.354370
	Iteration 8Q: 3 clusters Score -49252.02 nChanged 2
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: -49254.972656 Penalty: 1993.354370
	Iteration 9Q: 3 clusters Score -49254.97 nChanged 2
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: -49259.878906 Penalty: 1993.354370
	Iteration 10Q: 3 clusters Score -49259.88 nChanged 3
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: -49263.371094 Penalty: 1993.354370
	Iteration 11Q: 3 clusters Score -49263.37 nChanged 1
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: -49264.183594 Penalty: 1993.354370
	Iteration 12Q: 3 clusters Score -49264.18 nChanged 1
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: -49265.605469 Penalty: 1993.354370
	Iteration 13Q: 3 clusters Score -49265.61 nChanged 1
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: -49267.222656 Penalty: 1993.354370
	Iteration 14Q: 3 clusters Score -49267.22 nChanged 2
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: -49268.937500 Penalty: 1993.354370
	Iteration 15Q: 3 clusters Score -49268.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -49269.902344 Penalty: 1993.354370
	Iteration 16Q: 3 clusters Score -49269.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -49271.453125 Penalty: 1993.354370
	Iteration 17F: 3 clusters Score -49271.45 nChanged 1
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: -49279.074219 Penalty: 1993.354370
	Iteration 18Q: 3 clusters Score -49279.07 nChanged 1
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: -49288.957031 Penalty: 1993.354370
	Iteration 19Q: 3 clusters Score -49288.96 nChanged 7
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: -49297.585938 Penalty: 1993.354370
	Iteration 20F: 3 clusters Score -49297.59 nChanged 5
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: -49307.375000 Penalty: 1993.354370
	Iteration 21Q: 3 clusters Score -49307.38 nChanged 4
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: -49318.820312 Penalty: 1993.354370
	Iteration 22Q: 3 clusters Score -49318.82 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -49326.300781 Penalty: 1993.354370
	Iteration 23Q: 3 clusters Score -49326.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -49335.074219 Penalty: 1993.354370
	Iteration 24Q: 3 clusters Score -49335.07 nChanged 1
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: -49341.113281 Penalty: 1993.354370
	Iteration 25Q: 3 clusters Score -49341.11 nChanged 0
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: -49341.113281 Penalty: 1993.354370
	Iteration 26F: 3 clusters Score -49341.11 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (17772 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17772 members 
Entering Unmasked Estep 
Score: -2256005.000000 Penalty: 1590.124146
	Iteration 0F: 2 clusters Score -2256005 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8897 members 
Mstep: Class 2 contains 8875 members 
Entering Unmasked Estep 
Score: -2243842.000000 Penalty: 3180.248291
	Iteration 0F: 3 clusters Score -2243842 nChanged 7977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9028 members 
Mstep: Class 2 contains 8744 members 
Entering Unmasked Estep 
Score: -2248160.250000 Penalty: 3180.248291
	Iteration 1F: 3 clusters Score -2248160 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9160 members 
Mstep: Class 2 contains 8612 members 
Entering Unmasked Estep 
Score: -2248557.750000 Penalty: 3180.248291
	Iteration 2F: 3 clusters Score -2248558 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9350 members 
Mstep: Class 2 contains 8422 members 
Entering Unmasked Estep 
Score: -2249052.500000 Penalty: 3180.248291
	Iteration 3F: 3 clusters Score -2249052 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9632 members 
Mstep: Class 2 contains 8140 members 
Entering Unmasked Estep 
Score: -2249674.500000 Penalty: 3180.248291
	Iteration 4F: 3 clusters Score -2249674 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10008 members 
Mstep: Class 2 contains 7764 members 
Entering Unmasked Estep 
Score: -2250423.000000 Penalty: 3180.248291
	Iteration 5F: 3 clusters Score -2250423 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10601 members 
Mstep: Class 2 contains 7171 members 
Entering Unmasked Estep 
Score: -2251251.500000 Penalty: 3180.248291
	Iteration 6F: 3 clusters Score -2251252 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11407 members 
Mstep: Class 2 contains 6365 members 
Entering Unmasked Estep 
Score: -2252162.250000 Penalty: 3180.248291
	Iteration 7F: 3 clusters Score -2252162 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12169 members 
Mstep: Class 2 contains 5603 members 
Entering Unmasked Estep 
Score: -2253071.000000 Penalty: 3180.248291
	Iteration 8F: 3 clusters Score -2253071 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12834 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -2253952.000000 Penalty: 3180.248291
	Iteration 9F: 3 clusters Score -2253952 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13347 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -2254748.500000 Penalty: 3180.248291
	Iteration 10Q: 3 clusters Score -2254748 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13642 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -2255221.000000 Penalty: 3180.248291
	Iteration 11Q: 3 clusters Score -2255221 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13799 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -2255402.750000 Penalty: 3180.248291
	Iteration 12Q: 3 clusters Score -2255403 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13898 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -2255488.750000 Penalty: 3180.248291
	Iteration 13Q: 3 clusters Score -2255489 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13968 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -2255531.250000 Penalty: 3180.248291
	Iteration 14Q: 3 clusters Score -2255531 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14019 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -2255555.000000 Penalty: 3180.248291
	Iteration 15Q: 3 clusters Score -2255555 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14050 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -2255568.750000 Penalty: 3180.248291
	Iteration 16Q: 3 clusters Score -2255569 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14088 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -2255575.500000 Penalty: 3180.248291
	Iteration 17Q: 3 clusters Score -2255576 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14123 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -2255588.750000 Penalty: 3180.248291
	Iteration 18Q: 3 clusters Score -2255589 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14158 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -2255608.750000 Penalty: 3180.248291
	Iteration 19Q: 3 clusters Score -2255609 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14189 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -2255610.500000 Penalty: 3180.248291
	Iteration 20F: 3 clusters Score -2255610 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14210 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -2255619.000000 Penalty: 3180.248291
	Iteration 21Q: 3 clusters Score -2255619 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14232 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -2255626.500000 Penalty: 3180.248291
	Iteration 22Q: 3 clusters Score -2255626 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14255 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -2255631.250000 Penalty: 3180.248291
	Iteration 23Q: 3 clusters Score -2255631 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14278 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -2255642.250000 Penalty: 3180.248291
	Iteration 24Q: 3 clusters Score -2255642 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14304 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -2255651.250000 Penalty: 3180.248291
	Iteration 25Q: 3 clusters Score -2255651 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14318 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -2255651.500000 Penalty: 3180.248291
	Iteration 26Q: 3 clusters Score -2255652 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14327 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -2255647.500000 Penalty: 3180.248291
	Iteration 27Q: 3 clusters Score -2255648 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14334 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -2255651.500000 Penalty: 3180.248291
	Iteration 28Q: 3 clusters Score -2255652 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14339 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -2255653.250000 Penalty: 3180.248291
	Iteration 29Q: 3 clusters Score -2255653 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14342 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -2255651.000000 Penalty: 3180.248291
	Iteration 30Q: 3 clusters Score -2255651 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14346 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -2255649.250000 Penalty: 3180.248291
	Iteration 31Q: 3 clusters Score -2255649 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14348 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -2255655.000000 Penalty: 3180.248291
	Iteration 32Q: 3 clusters Score -2255655 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14353 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -2255654.500000 Penalty: 3180.248291
	Iteration 33Q: 3 clusters Score -2255654 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14356 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -2255653.000000 Penalty: 3180.248291
	Iteration 34Q: 3 clusters Score -2255653 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14357 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -2255652.750000 Penalty: 3180.248291
	Iteration 35Q: 3 clusters Score -2255653 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14358 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -2255648.500000 Penalty: 3180.248291
	Iteration 36Q: 3 clusters Score -2255648 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14360 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -2255647.500000 Penalty: 3180.248291
	Iteration 37Q: 3 clusters Score -2255648 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14363 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -2255649.000000 Penalty: 3180.248291
	Iteration 38Q: 3 clusters Score -2255649 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14367 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -2255649.750000 Penalty: 3180.248291
	Iteration 39Q: 3 clusters Score -2255650 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14370 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -2255651.750000 Penalty: 3180.248291
	Iteration 40F: 3 clusters Score -2255652 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14376 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -2255654.500000 Penalty: 3180.248291
	Iteration 41Q: 3 clusters Score -2255654 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14380 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -2255652.500000 Penalty: 3180.248291
	Iteration 42Q: 3 clusters Score -2255652 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14383 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -2255655.250000 Penalty: 3180.248291
	Iteration 43Q: 3 clusters Score -2255655 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14386 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -2255656.500000 Penalty: 3180.248291
	Iteration 44Q: 3 clusters Score -2255656 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14389 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -2255659.250000 Penalty: 3180.248291
	Iteration 45Q: 3 clusters Score -2255659 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14391 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -2255659.500000 Penalty: 3180.248291
	Iteration 46Q: 3 clusters Score -2255660 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14394 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -2255658.250000 Penalty: 3180.248291
	Iteration 47Q: 3 clusters Score -2255658 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14396 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -2255659.000000 Penalty: 3180.248291
	Iteration 48Q: 3 clusters Score -2255659 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14396 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -2255659.000000 Penalty: 3180.248291
	Iteration 49F: 3 clusters Score -2255659 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (152298 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152298 members 
Entering Unmasked Estep 
Score: -19499414.000000 Penalty: 1939.209106
	Iteration 0F: 2 clusters Score -1.949941e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76403 members 
Mstep: Class 2 contains 75895 members 
Entering Unmasked Estep 
Score: -19416286.000000 Penalty: 3878.418213
	Iteration 0F: 3 clusters Score -1.941629e+07 nChanged 73462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81681 members 
Mstep: Class 2 contains 70617 members 
Entering Unmasked Estep 
Score: -19459822.000000 Penalty: 3878.418213
	Iteration 1F: 3 clusters Score -1.945982e+07 nChanged 6122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85387 members 
Mstep: Class 2 contains 66911 members 
Entering Unmasked Estep 
Score: -19461506.000000 Penalty: 3878.418213
	Iteration 2Q: 3 clusters Score -1.946151e+07 nChanged 7499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90920 members 
Mstep: Class 2 contains 61378 members 
Entering Unmasked Estep 
Score: -19464236.000000 Penalty: 3878.418213
	Iteration 3Q: 3 clusters Score -1.946424e+07 nChanged 9239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98333 members 
Mstep: Class 2 contains 53965 members 
Entering Unmasked Estep 
Score: -19468554.000000 Penalty: 3878.418213
	Iteration 4F: 3 clusters Score -1.946855e+07 nChanged 10514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106911 members 
Mstep: Class 2 contains 45387 members 
Entering Unmasked Estep 
Score: -19474474.000000 Penalty: 3878.418213
	Iteration 5F: 3 clusters Score -1.947447e+07 nChanged 10186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115047 members 
Mstep: Class 2 contains 37251 members 
Entering Unmasked Estep 
Score: -19481076.000000 Penalty: 3878.418213
	Iteration 6F: 3 clusters Score -1.948108e+07 nChanged 8624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121239 members 
Mstep: Class 2 contains 31059 members 
Entering Unmasked Estep 
Score: -19486664.000000 Penalty: 3878.418213
	Iteration 7F: 3 clusters Score -1.948666e+07 nChanged 6535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125308 members 
Mstep: Class 2 contains 26990 members 
Entering Unmasked Estep 
Score: -19490652.000000 Penalty: 3878.418213
	Iteration 8Q: 3 clusters Score -1.949065e+07 nChanged 4668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127800 members 
Mstep: Class 2 contains 24498 members 
Entering Unmasked Estep 
Score: -19492798.000000 Penalty: 3878.418213
	Iteration 9Q: 3 clusters Score -1.94928e+07 nChanged 3244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129530 members 
Mstep: Class 2 contains 22768 members 
Entering Unmasked Estep 
Score: -19493846.000000 Penalty: 3878.418213
	Iteration 10Q: 3 clusters Score -1.949385e+07 nChanged 2126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130950 members 
Mstep: Class 2 contains 21348 members 
Entering Unmasked Estep 
Score: -19494246.000000 Penalty: 3878.418213
	Iteration 11Q: 3 clusters Score -1.949425e+07 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132314 members 
Mstep: Class 2 contains 19984 members 
Entering Unmasked Estep 
Score: -19494566.000000 Penalty: 3878.418213
	Iteration 12Q: 3 clusters Score -1.949457e+07 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133603 members 
Mstep: Class 2 contains 18695 members 
Entering Unmasked Estep 
Score: -19494710.000000 Penalty: 3878.418213
	Iteration 13Q: 3 clusters Score -1.949471e+07 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134837 members 
Mstep: Class 2 contains 17461 members 
Entering Unmasked Estep 
Score: -19494888.000000 Penalty: 3878.418213
	Iteration 14Q: 3 clusters Score -1.949489e+07 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135959 members 
Mstep: Class 2 contains 16339 members 
Entering Unmasked Estep 
Score: -19495020.000000 Penalty: 3878.418213
	Iteration 15Q: 3 clusters Score -1.949502e+07 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137022 members 
Mstep: Class 2 contains 15276 members 
Entering Unmasked Estep 
Score: -19495178.000000 Penalty: 3878.418213
	Iteration 16Q: 3 clusters Score -1.949518e+07 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138057 members 
Mstep: Class 2 contains 14241 members 
Entering Unmasked Estep 
Score: -19495222.000000 Penalty: 3878.418213
	Iteration 17Q: 3 clusters Score -1.949522e+07 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139113 members 
Mstep: Class 2 contains 13185 members 
Entering Unmasked Estep 
Score: -19495276.000000 Penalty: 3878.418213
	Iteration 18Q: 3 clusters Score -1.949528e+07 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140136 members 
Mstep: Class 2 contains 12162 members 
Entering Unmasked Estep 
Score: -19495378.000000 Penalty: 3878.418213
	Iteration 19Q: 3 clusters Score -1.949538e+07 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141137 members 
Mstep: Class 2 contains 11161 members 
Entering Unmasked Estep 
Score: -19495506.000000 Penalty: 3878.418213
	Iteration 20F: 3 clusters Score -1.949551e+07 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142097 members 
Mstep: Class 2 contains 10201 members 
Entering Unmasked Estep 
Score: -19495558.000000 Penalty: 3878.418213
	Iteration 21Q: 3 clusters Score -1.949556e+07 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143054 members 
Mstep: Class 2 contains 9244 members 
Entering Unmasked Estep 
Score: -19495650.000000 Penalty: 3878.418213
	Iteration 22Q: 3 clusters Score -1.949565e+07 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143948 members 
Mstep: Class 2 contains 8350 members 
Entering Unmasked Estep 
Score: -19495726.000000 Penalty: 3878.418213
	Iteration 23Q: 3 clusters Score -1.949573e+07 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144790 members 
Mstep: Class 2 contains 7508 members 
Entering Unmasked Estep 
Score: -19495760.000000 Penalty: 3878.418213
	Iteration 24Q: 3 clusters Score -1.949576e+07 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145556 members 
Mstep: Class 2 contains 6742 members 
Entering Unmasked Estep 
Score: -19495812.000000 Penalty: 3878.418213
	Iteration 25Q: 3 clusters Score -1.949581e+07 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146240 members 
Mstep: Class 2 contains 6058 members 
Entering Unmasked Estep 
Score: -19495918.000000 Penalty: 3878.418213
	Iteration 26Q: 3 clusters Score -1.949592e+07 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146862 members 
Mstep: Class 2 contains 5436 members 
Entering Unmasked Estep 
Score: -19496100.000000 Penalty: 3878.418213
	Iteration 27Q: 3 clusters Score -1.94961e+07 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147440 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -19496228.000000 Penalty: 3878.418213
	Iteration 28Q: 3 clusters Score -1.949623e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147934 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -19496262.000000 Penalty: 3878.418213
	Iteration 29Q: 3 clusters Score -1.949626e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148370 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -19496348.000000 Penalty: 3878.418213
	Iteration 30Q: 3 clusters Score -1.949635e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148828 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -19496422.000000 Penalty: 3878.418213
	Iteration 31Q: 3 clusters Score -1.949642e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149239 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -19496672.000000 Penalty: 3878.418213
	Iteration 32Q: 3 clusters Score -1.949667e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149599 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -19496842.000000 Penalty: 3878.418213
	Iteration 33Q: 3 clusters Score -1.949684e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149906 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -19497032.000000 Penalty: 3878.418213
	Iteration 34Q: 3 clusters Score -1.949703e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150169 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -19497182.000000 Penalty: 3878.418213
	Iteration 35Q: 3 clusters Score -1.949718e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150409 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -19497290.000000 Penalty: 3878.418213
	Iteration 36Q: 3 clusters Score -1.949729e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150594 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -19497434.000000 Penalty: 3878.418213
	Iteration 37Q: 3 clusters Score -1.949743e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150774 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -19497454.000000 Penalty: 3878.418213
	Iteration 38Q: 3 clusters Score -1.949745e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150907 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -19497544.000000 Penalty: 3878.418213
	Iteration 39Q: 3 clusters Score -1.949754e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151016 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -19497604.000000 Penalty: 3878.418213
	Iteration 40F: 3 clusters Score -1.94976e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151094 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -19497678.000000 Penalty: 3878.418213
	Iteration 41Q: 3 clusters Score -1.949768e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151161 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -19497692.000000 Penalty: 3878.418213
	Iteration 42Q: 3 clusters Score -1.949769e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151217 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -19497712.000000 Penalty: 3878.418213
	Iteration 43Q: 3 clusters Score -1.949771e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151263 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -19497750.000000 Penalty: 3878.418213
	Iteration 44Q: 3 clusters Score -1.949775e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151310 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -19497756.000000 Penalty: 3878.418213
	Iteration 45Q: 3 clusters Score -1.949776e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151352 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -19497760.000000 Penalty: 3878.418213
	Iteration 46Q: 3 clusters Score -1.949776e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151378 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -19497774.000000 Penalty: 3878.418213
	Iteration 47Q: 3 clusters Score -1.949777e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151395 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -19497782.000000 Penalty: 3878.418213
	Iteration 48Q: 3 clusters Score -1.949778e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151418 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -19497812.000000 Penalty: 3878.418213
	Iteration 49Q: 3 clusters Score -1.949781e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151446 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -19497842.000000 Penalty: 3878.418213
	Iteration 50Q: 3 clusters Score -1.949784e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151468 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -19497830.000000 Penalty: 3878.418213
	Iteration 51Q: 3 clusters Score -1.949783e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151490 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -19497862.000000 Penalty: 3878.418213
	Iteration 52Q: 3 clusters Score -1.949786e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151508 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -19497858.000000 Penalty: 3878.418213
	Iteration 53Q: 3 clusters Score -1.949786e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151529 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -19497896.000000 Penalty: 3878.418213
	Iteration 54Q: 3 clusters Score -1.94979e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151550 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -19497878.000000 Penalty: 3878.418213
	Iteration 55Q: 3 clusters Score -1.949788e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151571 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -19497902.000000 Penalty: 3878.418213
	Iteration 56Q: 3 clusters Score -1.94979e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151589 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -19497896.000000 Penalty: 3878.418213
	Iteration 57Q: 3 clusters Score -1.94979e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151602 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -19497890.000000 Penalty: 3878.418213
	Iteration 58Q: 3 clusters Score -1.949789e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151608 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -19497912.000000 Penalty: 3878.418213
	Iteration 59Q: 3 clusters Score -1.949791e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151616 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -19497898.000000 Penalty: 3878.418213
	Iteration 60F: 3 clusters Score -1.94979e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151621 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -19497920.000000 Penalty: 3878.418213
	Iteration 61Q: 3 clusters Score -1.949792e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151626 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -19497922.000000 Penalty: 3878.418213
	Iteration 62Q: 3 clusters Score -1.949792e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151637 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -19497922.000000 Penalty: 3878.418213
	Iteration 63Q: 3 clusters Score -1.949792e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151643 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -19497922.000000 Penalty: 3878.418213
	Iteration 64Q: 3 clusters Score -1.949792e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151646 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -19497916.000000 Penalty: 3878.418213
	Iteration 65Q: 3 clusters Score -1.949792e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151649 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -19497904.000000 Penalty: 3878.418213
	Iteration 66Q: 3 clusters Score -1.94979e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151650 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -19497900.000000 Penalty: 3878.418213
	Iteration 67Q: 3 clusters Score -1.94979e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151653 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -19497900.000000 Penalty: 3878.418213
	Iteration 68Q: 3 clusters Score -1.94979e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151653 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -19497906.000000 Penalty: 3878.418213
	Iteration 69Q: 3 clusters Score -1.949791e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151653 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -19497914.000000 Penalty: 3878.418213
	Iteration 70Q: 3 clusters Score -1.949791e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151654 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -19497906.000000 Penalty: 3878.418213
	Iteration 71Q: 3 clusters Score -1.949791e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151654 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -19497908.000000 Penalty: 3878.418213
	Iteration 72Q: 3 clusters Score -1.949791e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151656 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -19497908.000000 Penalty: 3878.418213
	Iteration 73Q: 3 clusters Score -1.949791e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151659 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -19497920.000000 Penalty: 3878.418213
	Iteration 74Q: 3 clusters Score -1.949792e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151660 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -19497924.000000 Penalty: 3878.418213
	Iteration 75Q: 3 clusters Score -1.949792e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151660 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -19497924.000000 Penalty: 3878.418213
	Iteration 76F: 3 clusters Score -1.949792e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (8757 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8757 members 
Entering Unmasked Estep 
Score: -1065607.375000 Penalty: 1475.111450
	Iteration 0F: 2 clusters Score -1065607 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -1059216.375000 Penalty: 2950.222900
	Iteration 0F: 3 clusters Score -1059216 nChanged 3780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -1061410.500000 Penalty: 2950.222900
	Iteration 1F: 3 clusters Score -1061410 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -1061829.875000 Penalty: 2950.222900
	Iteration 2F: 3 clusters Score -1061830 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -1062291.875000 Penalty: 2950.222900
	Iteration 3F: 3 clusters Score -1062292 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -1062742.250000 Penalty: 2950.222900
	Iteration 4F: 3 clusters Score -1062742 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 5148 members 
Entering Unmasked Estep 
Score: -1063193.875000 Penalty: 2950.222900
	Iteration 5F: 3 clusters Score -1063194 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 5458 members 
Entering Unmasked Estep 
Score: -1063566.125000 Penalty: 2950.222900
	Iteration 6F: 3 clusters Score -1063566 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 5753 members 
Entering Unmasked Estep 
Score: -1063862.875000 Penalty: 2950.222900
	Iteration 7F: 3 clusters Score -1063863 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 6026 members 
Entering Unmasked Estep 
Score: -1064096.875000 Penalty: 2950.222900
	Iteration 8Q: 3 clusters Score -1064097 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 6266 members 
Entering Unmasked Estep 
Score: -1064296.625000 Penalty: 2950.222900
	Iteration 9Q: 3 clusters Score -1064297 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 6484 members 
Entering Unmasked Estep 
Score: -1064467.875000 Penalty: 2950.222900
	Iteration 10Q: 3 clusters Score -1064468 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 6685 members 
Entering Unmasked Estep 
Score: -1064631.750000 Penalty: 2950.222900
	Iteration 11Q: 3 clusters Score -1064632 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 6863 members 
Entering Unmasked Estep 
Score: -1064765.000000 Penalty: 2950.222900
	Iteration 12Q: 3 clusters Score -1064765 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 7032 members 
Entering Unmasked Estep 
Score: -1064888.625000 Penalty: 2950.222900
	Iteration 13Q: 3 clusters Score -1064889 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 7170 members 
Entering Unmasked Estep 
Score: -1064996.125000 Penalty: 2950.222900
	Iteration 14Q: 3 clusters Score -1064996 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 7291 members 
Entering Unmasked Estep 
Score: -1065093.875000 Penalty: 2950.222900
	Iteration 15Q: 3 clusters Score -1065094 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 7393 members 
Entering Unmasked Estep 
Score: -1065168.125000 Penalty: 2950.222900
	Iteration 16Q: 3 clusters Score -1065168 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 7472 members 
Entering Unmasked Estep 
Score: -1065227.125000 Penalty: 2950.222900
	Iteration 17Q: 3 clusters Score -1065227 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 7530 members 
Entering Unmasked Estep 
Score: -1065284.750000 Penalty: 2950.222900
	Iteration 18Q: 3 clusters Score -1065285 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 7580 members 
Entering Unmasked Estep 
Score: -1065331.875000 Penalty: 2950.222900
	Iteration 19Q: 3 clusters Score -1065332 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 7630 members 
Entering Unmasked Estep 
Score: -1065368.375000 Penalty: 2950.222900
	Iteration 20F: 3 clusters Score -1065368 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 7672 members 
Entering Unmasked Estep 
Score: -1065401.250000 Penalty: 2950.222900
	Iteration 21Q: 3 clusters Score -1065401 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 7709 members 
Entering Unmasked Estep 
Score: -1065421.125000 Penalty: 2950.222900
	Iteration 22Q: 3 clusters Score -1065421 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 7730 members 
Entering Unmasked Estep 
Score: -1065435.750000 Penalty: 2950.222900
	Iteration 23Q: 3 clusters Score -1065436 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 7750 members 
Entering Unmasked Estep 
Score: -1065446.750000 Penalty: 2950.222900
	Iteration 24Q: 3 clusters Score -1065447 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 7759 members 
Entering Unmasked Estep 
Score: -1065455.250000 Penalty: 2950.222900
	Iteration 25Q: 3 clusters Score -1065455 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 7773 members 
Entering Unmasked Estep 
Score: -1065462.625000 Penalty: 2950.222900
	Iteration 26Q: 3 clusters Score -1065463 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 7788 members 
Entering Unmasked Estep 
Score: -1065470.250000 Penalty: 2950.222900
	Iteration 27Q: 3 clusters Score -1065470 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 7799 members 
Entering Unmasked Estep 
Score: -1065476.625000 Penalty: 2950.222900
	Iteration 28Q: 3 clusters Score -1065477 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 7814 members 
Entering Unmasked Estep 
Score: -1065486.875000 Penalty: 2950.222900
	Iteration 29Q: 3 clusters Score -1065487 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 7824 members 
Entering Unmasked Estep 
Score: -1065490.125000 Penalty: 2950.222900
	Iteration 30Q: 3 clusters Score -1065490 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 7833 members 
Entering Unmasked Estep 
Score: -1065494.625000 Penalty: 2950.222900
	Iteration 31Q: 3 clusters Score -1065495 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 7841 members 
Entering Unmasked Estep 
Score: -1065497.250000 Penalty: 2950.222900
	Iteration 32Q: 3 clusters Score -1065497 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 7846 members 
Entering Unmasked Estep 
Score: -1065499.625000 Penalty: 2950.222900
	Iteration 33Q: 3 clusters Score -1065500 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 7850 members 
Entering Unmasked Estep 
Score: -1065501.875000 Penalty: 2950.222900
	Iteration 34Q: 3 clusters Score -1065502 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 7851 members 
Entering Unmasked Estep 
Score: -1065502.375000 Penalty: 2950.222900
	Iteration 35Q: 3 clusters Score -1065502 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 7852 members 
Entering Unmasked Estep 
Score: -1065503.500000 Penalty: 2950.222900
	Iteration 36Q: 3 clusters Score -1065504 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 7854 members 
Entering Unmasked Estep 
Score: -1065503.875000 Penalty: 2950.222900
	Iteration 37Q: 3 clusters Score -1065504 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 7855 members 
Entering Unmasked Estep 
Score: -1065502.875000 Penalty: 2950.222900
	Iteration 38Q: 3 clusters Score -1065503 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 7858 members 
Entering Unmasked Estep 
Score: -1065505.000000 Penalty: 2950.222900
	Iteration 39Q: 3 clusters Score -1065505 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 7859 members 
Entering Unmasked Estep 
Score: -1065503.875000 Penalty: 2950.222900
	Iteration 40F: 3 clusters Score -1065504 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 7861 members 
Entering Unmasked Estep 
Score: -1065506.625000 Penalty: 2950.222900
	Iteration 41Q: 3 clusters Score -1065507 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 7862 members 
Entering Unmasked Estep 
Score: -1065505.250000 Penalty: 2950.222900
	Iteration 42Q: 3 clusters Score -1065505 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 7862 members 
Entering Unmasked Estep 
Score: -1065505.250000 Penalty: 2950.222900
	Iteration 43F: 3 clusters Score -1065505 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (2189 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Entering Unmasked Estep 
Score: -253423.734375 Penalty: 1249.820068
	Iteration 0F: 2 clusters Score -253423.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -251330.859375 Penalty: 2499.640137
	Iteration 0F: 3 clusters Score -251330.9 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -252095.890625 Penalty: 2499.640137
	Iteration 1F: 3 clusters Score -252095.9 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -252520.031250 Penalty: 2499.640137
	Iteration 2F: 3 clusters Score -252520 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -252770.250000 Penalty: 2499.640137
	Iteration 3F: 3 clusters Score -252770.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -252902.671875 Penalty: 2499.640137
	Iteration 4F: 3 clusters Score -252902.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -252977.968750 Penalty: 2499.640137
	Iteration 5Q: 3 clusters Score -252978 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -253018.234375 Penalty: 2499.640137
	Iteration 6Q: 3 clusters Score -253018.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -253039.890625 Penalty: 2499.640137
	Iteration 7Q: 3 clusters Score -253039.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -253055.015625 Penalty: 2499.640137
	Iteration 8Q: 3 clusters Score -253055 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -253062.328125 Penalty: 2499.640137
	Iteration 9Q: 3 clusters Score -253062.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -253067.328125 Penalty: 2499.640137
	Iteration 10Q: 3 clusters Score -253067.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -253068.531250 Penalty: 2499.640137
	Iteration 11Q: 3 clusters Score -253068.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -253070.125000 Penalty: 2499.640137
	Iteration 12Q: 3 clusters Score -253070.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -253070.984375 Penalty: 2499.640137
	Iteration 13Q: 3 clusters Score -253071 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -253070.984375 Penalty: 2499.640137
	Iteration 14F: 3 clusters Score -253071 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (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: -56706.714844 Penalty: 992.752747
	Iteration 0F: 2 clusters Score -56706.71 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 226 members 
Entering Unmasked Estep 
Score: -55659.738281 Penalty: 1985.505493
	Iteration 0F: 3 clusters Score -55659.74 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -55790.515625 Penalty: 1985.505493
	Iteration 1F: 3 clusters Score -55790.52 nChanged 28
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: -55840.871094 Penalty: 1985.505493
	Iteration 2F: 3 clusters Score -55840.87 nChanged 8
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: -55849.847656 Penalty: 1985.505493
	Iteration 3Q: 3 clusters Score -55849.85 nChanged 4
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: -55856.257812 Penalty: 1985.505493
	Iteration 4Q: 3 clusters Score -55856.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -55857.554688 Penalty: 1985.505493
	Iteration 5Q: 3 clusters Score -55857.55 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: -55859.082031 Penalty: 1985.505493
	Iteration 6Q: 3 clusters Score -55859.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -55860.761719 Penalty: 1985.505493
	Iteration 7Q: 3 clusters Score -55860.76 nChanged 1
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: -55862.871094 Penalty: 1985.505493
	Iteration 8Q: 3 clusters Score -55862.87 nChanged 0
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: -55862.871094 Penalty: 1985.505493
	Iteration 9F: 3 clusters Score -55862.87 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (17966 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17966 members 
Entering Unmasked Estep 
Score: -2244503.000000 Penalty: 1591.888306
	Iteration 0F: 2 clusters Score -2244503 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9116 members 
Mstep: Class 2 contains 8850 members 
Entering Unmasked Estep 
Score: -2232294.000000 Penalty: 3183.776611
	Iteration 0F: 3 clusters Score -2232294 nChanged 8048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10036 members 
Mstep: Class 2 contains 7930 members 
Entering Unmasked Estep 
Score: -2236935.500000 Penalty: 3183.776611
	Iteration 1F: 3 clusters Score -2236936 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10562 members 
Mstep: Class 2 contains 7404 members 
Entering Unmasked Estep 
Score: -2237426.500000 Penalty: 3183.776611
	Iteration 2F: 3 clusters Score -2237426 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11234 members 
Mstep: Class 2 contains 6732 members 
Entering Unmasked Estep 
Score: -2238025.250000 Penalty: 3183.776611
	Iteration 3F: 3 clusters Score -2238025 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12057 members 
Mstep: Class 2 contains 5909 members 
Entering Unmasked Estep 
Score: -2238770.750000 Penalty: 3183.776611
	Iteration 4F: 3 clusters Score -2238771 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12986 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -2239688.000000 Penalty: 3183.776611
	Iteration 5F: 3 clusters Score -2239688 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13859 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -2240544.250000 Penalty: 3183.776611
	Iteration 6F: 3 clusters Score -2240544 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14578 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -2241229.500000 Penalty: 3183.776611
	Iteration 7F: 3 clusters Score -2241230 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15141 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -2241748.750000 Penalty: 3183.776611
	Iteration 8Q: 3 clusters Score -2241749 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15538 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -2242112.250000 Penalty: 3183.776611
	Iteration 9Q: 3 clusters Score -2242112 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15884 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -2242446.250000 Penalty: 3183.776611
	Iteration 10Q: 3 clusters Score -2242446 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16138 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -2242698.750000 Penalty: 3183.776611
	Iteration 11Q: 3 clusters Score -2242699 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16324 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -2242900.500000 Penalty: 3183.776611
	Iteration 12Q: 3 clusters Score -2242900 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16474 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -2243049.750000 Penalty: 3183.776611
	Iteration 13Q: 3 clusters Score -2243050 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16571 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -2243132.750000 Penalty: 3183.776611
	Iteration 14Q: 3 clusters Score -2243133 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16631 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -2243188.250000 Penalty: 3183.776611
	Iteration 15Q: 3 clusters Score -2243188 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16680 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -2243229.500000 Penalty: 3183.776611
	Iteration 16Q: 3 clusters Score -2243230 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16740 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -2243275.000000 Penalty: 3183.776611
	Iteration 17Q: 3 clusters Score -2243275 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16775 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -2243322.500000 Penalty: 3183.776611
	Iteration 18Q: 3 clusters Score -2243322 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16790 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -2243339.000000 Penalty: 3183.776611
	Iteration 19Q: 3 clusters Score -2243339 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16813 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -2243356.250000 Penalty: 3183.776611
	Iteration 20F: 3 clusters Score -2243356 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16835 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -2243373.500000 Penalty: 3183.776611
	Iteration 21Q: 3 clusters Score -2243374 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16856 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -2243389.000000 Penalty: 3183.776611
	Iteration 22Q: 3 clusters Score -2243389 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16873 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -2243396.750000 Penalty: 3183.776611
	Iteration 23Q: 3 clusters Score -2243397 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16884 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -2243408.500000 Penalty: 3183.776611
	Iteration 24Q: 3 clusters Score -2243408 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16895 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -2243415.500000 Penalty: 3183.776611
	Iteration 25Q: 3 clusters Score -2243416 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16907 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -2243420.750000 Penalty: 3183.776611
	Iteration 26Q: 3 clusters Score -2243421 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16914 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -2243423.250000 Penalty: 3183.776611
	Iteration 27Q: 3 clusters Score -2243423 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16925 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -2243423.000000 Penalty: 3183.776611
	Iteration 28Q: 3 clusters Score -2243423 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16935 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -2243425.250000 Penalty: 3183.776611
	Iteration 29Q: 3 clusters Score -2243425 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16945 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -2243430.250000 Penalty: 3183.776611
	Iteration 30Q: 3 clusters Score -2243430 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16954 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -2243437.250000 Penalty: 3183.776611
	Iteration 31Q: 3 clusters Score -2243437 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16964 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -2243443.500000 Penalty: 3183.776611
	Iteration 32Q: 3 clusters Score -2243444 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16974 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -2243452.500000 Penalty: 3183.776611
	Iteration 33Q: 3 clusters Score -2243452 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16984 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -2243457.500000 Penalty: 3183.776611
	Iteration 34Q: 3 clusters Score -2243458 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16985 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -2243460.250000 Penalty: 3183.776611
	Iteration 35Q: 3 clusters Score -2243460 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16990 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -2243459.000000 Penalty: 3183.776611
	Iteration 36Q: 3 clusters Score -2243459 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16991 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -2243459.250000 Penalty: 3183.776611
	Iteration 37Q: 3 clusters Score -2243459 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16990 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -2243462.000000 Penalty: 3183.776611
	Iteration 38Q: 3 clusters Score -2243462 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16988 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -2243460.000000 Penalty: 3183.776611
	Iteration 39Q: 3 clusters Score -2243460 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16990 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -2243462.000000 Penalty: 3183.776611
	Iteration 40F: 3 clusters Score -2243462 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16992 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -2243458.250000 Penalty: 3183.776611
	Iteration 41Q: 3 clusters Score -2243458 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16991 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -2243459.750000 Penalty: 3183.776611
	Iteration 42Q: 3 clusters Score -2243460 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16992 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -2243458.500000 Penalty: 3183.776611
	Iteration 43Q: 3 clusters Score -2243458 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16993 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -2243461.500000 Penalty: 3183.776611
	Iteration 44Q: 3 clusters Score -2243462 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16993 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -2243461.500000 Penalty: 3183.776611
	Iteration 45F: 3 clusters Score -2243462 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1408 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Entering Unmasked Estep 
Score: -145419.375000 Penalty: 1178.112915
	Iteration 0F: 2 clusters Score -145419.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -143810.250000 Penalty: 2356.225830
	Iteration 0F: 3 clusters Score -143810.2 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -144384.046875 Penalty: 2356.225830
	Iteration 1F: 3 clusters Score -144384 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -144670.046875 Penalty: 2356.225830
	Iteration 2F: 3 clusters Score -144670 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -144838.218750 Penalty: 2356.225830
	Iteration 3F: 3 clusters Score -144838.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -144931.156250 Penalty: 2356.225830
	Iteration 4Q: 3 clusters Score -144931.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -144980.843750 Penalty: 2356.225830
	Iteration 5Q: 3 clusters Score -144980.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -145011.218750 Penalty: 2356.225830
	Iteration 6Q: 3 clusters Score -145011.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -145036.718750 Penalty: 2356.225830
	Iteration 7Q: 3 clusters Score -145036.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -145046.765625 Penalty: 2356.225830
	Iteration 8Q: 3 clusters Score -145046.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -145052.156250 Penalty: 2356.225830
	Iteration 9Q: 3 clusters Score -145052.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -145056.062500 Penalty: 2356.225830
	Iteration 10Q: 3 clusters Score -145056.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -145062.140625 Penalty: 2356.225830
	Iteration 11Q: 3 clusters Score -145062.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -145071.421875 Penalty: 2356.225830
	Iteration 12Q: 3 clusters Score -145071.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -145081.421875 Penalty: 2356.225830
	Iteration 13Q: 3 clusters Score -145081.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -145090.500000 Penalty: 2356.225830
	Iteration 14Q: 3 clusters Score -145090.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -145103.453125 Penalty: 2356.225830
	Iteration 15Q: 3 clusters Score -145103.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -145123.296875 Penalty: 2356.225830
	Iteration 16Q: 3 clusters Score -145123.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -145135.515625 Penalty: 2356.225830
	Iteration 17Q: 3 clusters Score -145135.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -145145.750000 Penalty: 2356.225830
	Iteration 18Q: 3 clusters Score -145145.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -145152.859375 Penalty: 2356.225830
	Iteration 19Q: 3 clusters Score -145152.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -145156.843750 Penalty: 2356.225830
	Iteration 20F: 3 clusters Score -145156.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -145161.218750 Penalty: 2356.225830
	Iteration 21Q: 3 clusters Score -145161.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -145164.609375 Penalty: 2356.225830
	Iteration 22Q: 3 clusters Score -145164.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -145166.484375 Penalty: 2356.225830
	Iteration 23Q: 3 clusters Score -145166.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -145166.484375 Penalty: 2356.225830
	Iteration 24F: 3 clusters Score -145166.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (1845 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Entering Unmasked Estep 
Score: -228411.843750 Penalty: 1222.038086
	Iteration 0F: 2 clusters Score -228411.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -226429.000000 Penalty: 2444.076172
	Iteration 0F: 3 clusters Score -226429 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -226820.640625 Penalty: 2444.076172
	Iteration 1F: 3 clusters Score -226820.6 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -226937.156250 Penalty: 2444.076172
	Iteration 2F: 3 clusters Score -226937.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -227003.578125 Penalty: 2444.076172
	Iteration 3Q: 3 clusters Score -227003.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -227042.890625 Penalty: 2444.076172
	Iteration 4Q: 3 clusters Score -227042.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -227073.140625 Penalty: 2444.076172
	Iteration 5Q: 3 clusters Score -227073.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -227086.265625 Penalty: 2444.076172
	Iteration 6Q: 3 clusters Score -227086.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -227095.296875 Penalty: 2444.076172
	Iteration 7Q: 3 clusters Score -227095.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -227102.593750 Penalty: 2444.076172
	Iteration 8Q: 3 clusters Score -227102.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -227111.062500 Penalty: 2444.076172
	Iteration 9Q: 3 clusters Score -227111.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -227118.640625 Penalty: 2444.076172
	Iteration 10Q: 3 clusters Score -227118.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -227130.328125 Penalty: 2444.076172
	Iteration 11Q: 3 clusters Score -227130.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -227135.609375 Penalty: 2444.076172
	Iteration 12Q: 3 clusters Score -227135.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -227144.515625 Penalty: 2444.076172
	Iteration 13Q: 3 clusters Score -227144.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -227153.500000 Penalty: 2444.076172
	Iteration 14Q: 3 clusters Score -227153.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -227162.937500 Penalty: 2444.076172
	Iteration 15Q: 3 clusters Score -227162.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -227167.109375 Penalty: 2444.076172
	Iteration 16Q: 3 clusters Score -227167.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -227170.703125 Penalty: 2444.076172
	Iteration 17Q: 3 clusters Score -227170.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -227173.718750 Penalty: 2444.076172
	Iteration 18Q: 3 clusters Score -227173.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -227178.812500 Penalty: 2444.076172
	Iteration 19Q: 3 clusters Score -227178.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -227182.984375 Penalty: 2444.076172
	Iteration 20F: 3 clusters Score -227183 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -227186.343750 Penalty: 2444.076172
	Iteration 21Q: 3 clusters Score -227186.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -227189.296875 Penalty: 2444.076172
	Iteration 22Q: 3 clusters Score -227189.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -227190.781250 Penalty: 2444.076172
	Iteration 23Q: 3 clusters Score -227190.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -227192.468750 Penalty: 2444.076172
	Iteration 24Q: 3 clusters Score -227192.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -227193.000000 Penalty: 2444.076172
	Iteration 25Q: 3 clusters Score -227193 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -227193.812500 Penalty: 2444.076172
	Iteration 26Q: 3 clusters Score -227193.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -227195.000000 Penalty: 2444.076172
	Iteration 27Q: 3 clusters Score -227195 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -227197.484375 Penalty: 2444.076172
	Iteration 28Q: 3 clusters Score -227197.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -227200.984375 Penalty: 2444.076172
	Iteration 29Q: 3 clusters Score -227201 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -227205.250000 Penalty: 2444.076172
	Iteration 30Q: 3 clusters Score -227205.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -227207.718750 Penalty: 2444.076172
	Iteration 31Q: 3 clusters Score -227207.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -227216.281250 Penalty: 2444.076172
	Iteration 32Q: 3 clusters Score -227216.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -227223.875000 Penalty: 2444.076172
	Iteration 33Q: 3 clusters Score -227223.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -227228.796875 Penalty: 2444.076172
	Iteration 34Q: 3 clusters Score -227228.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -227231.796875 Penalty: 2444.076172
	Iteration 35Q: 3 clusters Score -227231.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -227232.812500 Penalty: 2444.076172
	Iteration 36Q: 3 clusters Score -227232.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -227234.718750 Penalty: 2444.076172
	Iteration 37Q: 3 clusters Score -227234.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -227235.625000 Penalty: 2444.076172
	Iteration 38Q: 3 clusters Score -227235.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -227239.078125 Penalty: 2444.076172
	Iteration 39Q: 3 clusters Score -227239.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -227241.421875 Penalty: 2444.076172
	Iteration 40F: 3 clusters Score -227241.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -227243.171875 Penalty: 2444.076172
	Iteration 41Q: 3 clusters Score -227243.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -227247.421875 Penalty: 2444.076172
	Iteration 42Q: 3 clusters Score -227247.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -227253.078125 Penalty: 2444.076172
	Iteration 43Q: 3 clusters Score -227253.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -227258.734375 Penalty: 2444.076172
	Iteration 44Q: 3 clusters Score -227258.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -227261.312500 Penalty: 2444.076172
	Iteration 45Q: 3 clusters Score -227261.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -227262.796875 Penalty: 2444.076172
	Iteration 46Q: 3 clusters Score -227262.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -227264.000000 Penalty: 2444.076172
	Iteration 47Q: 3 clusters Score -227264 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -227263.875000 Penalty: 2444.076172
	Iteration 48Q: 3 clusters Score -227263.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -227263.984375 Penalty: 2444.076172
	Iteration 49Q: 3 clusters Score -227264 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -227263.984375 Penalty: 2444.076172
	Iteration 50F: 3 clusters Score -227264 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (8211 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8211 members 
Entering Unmasked Estep 
Score: -1036271.250000 Penalty: 1464.649902
	Iteration 0F: 2 clusters Score -1036271 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -1030162.750000 Penalty: 2929.299805
	Iteration 0F: 3 clusters Score -1030163 nChanged 3529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -1032107.750000 Penalty: 2929.299805
	Iteration 1F: 3 clusters Score -1032108 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -1032391.312500 Penalty: 2929.299805
	Iteration 2F: 3 clusters Score -1032391 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -1032664.687500 Penalty: 2929.299805
	Iteration 3F: 3 clusters Score -1032665 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5432 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -1033041.000000 Penalty: 2929.299805
	Iteration 4F: 3 clusters Score -1033041 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5867 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -1033511.687500 Penalty: 2929.299805
	Iteration 5F: 3 clusters Score -1033512 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6294 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -1033972.562500 Penalty: 2929.299805
	Iteration 6F: 3 clusters Score -1033973 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6649 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -1034341.312500 Penalty: 2929.299805
	Iteration 7F: 3 clusters Score -1034341 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6903 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -1034595.437500 Penalty: 2929.299805
	Iteration 8Q: 3 clusters Score -1034595 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7098 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -1034781.875000 Penalty: 2929.299805
	Iteration 9Q: 3 clusters Score -1034782 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7241 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -1034899.187500 Penalty: 2929.299805
	Iteration 10Q: 3 clusters Score -1034899 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7332 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -1034979.375000 Penalty: 2929.299805
	Iteration 11Q: 3 clusters Score -1034979 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7399 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -1035040.750000 Penalty: 2929.299805
	Iteration 12Q: 3 clusters Score -1035041 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7458 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -1035095.312500 Penalty: 2929.299805
	Iteration 13Q: 3 clusters Score -1035095 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7504 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -1035136.500000 Penalty: 2929.299805
	Iteration 14Q: 3 clusters Score -1035136 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7540 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -1035182.187500 Penalty: 2929.299805
	Iteration 15Q: 3 clusters Score -1035182 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7579 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -1035224.125000 Penalty: 2929.299805
	Iteration 16Q: 3 clusters Score -1035224 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7602 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -1035248.062500 Penalty: 2929.299805
	Iteration 17Q: 3 clusters Score -1035248 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7618 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -1035266.000000 Penalty: 2929.299805
	Iteration 18Q: 3 clusters Score -1035266 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7630 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -1035276.812500 Penalty: 2929.299805
	Iteration 19Q: 3 clusters Score -1035277 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7640 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -1035282.125000 Penalty: 2929.299805
	Iteration 20F: 3 clusters Score -1035282 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7649 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -1035293.312500 Penalty: 2929.299805
	Iteration 21Q: 3 clusters Score -1035293 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7660 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -1035303.312500 Penalty: 2929.299805
	Iteration 22Q: 3 clusters Score -1035303 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7673 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -1035312.437500 Penalty: 2929.299805
	Iteration 23Q: 3 clusters Score -1035312 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7682 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -1035323.750000 Penalty: 2929.299805
	Iteration 24Q: 3 clusters Score -1035324 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7689 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -1035331.937500 Penalty: 2929.299805
	Iteration 25Q: 3 clusters Score -1035332 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7692 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -1035340.187500 Penalty: 2929.299805
	Iteration 26Q: 3 clusters Score -1035340 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7692 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -1035342.375000 Penalty: 2929.299805
	Iteration 27Q: 3 clusters Score -1035342 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7686 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -1035343.875000 Penalty: 2929.299805
	Iteration 28Q: 3 clusters Score -1035344 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7685 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -1035347.000000 Penalty: 2929.299805
	Iteration 29Q: 3 clusters Score -1035347 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7687 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -1035348.625000 Penalty: 2929.299805
	Iteration 30Q: 3 clusters Score -1035349 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7690 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -1035351.625000 Penalty: 2929.299805
	Iteration 31Q: 3 clusters Score -1035352 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7693 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -1035351.750000 Penalty: 2929.299805
	Iteration 32Q: 3 clusters Score -1035352 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7692 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -1035354.437500 Penalty: 2929.299805
	Iteration 33Q: 3 clusters Score -1035354 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7694 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -1035359.562500 Penalty: 2929.299805
	Iteration 34Q: 3 clusters Score -1035360 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7698 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -1035361.312500 Penalty: 2929.299805
	Iteration 35Q: 3 clusters Score -1035361 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7697 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -1035361.250000 Penalty: 2929.299805
	Iteration 36Q: 3 clusters Score -1035361 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7697 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -1035363.812500 Penalty: 2929.299805
	Iteration 37Q: 3 clusters Score -1035364 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7696 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -1035365.312500 Penalty: 2929.299805
	Iteration 38Q: 3 clusters Score -1035365 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7695 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -1035365.250000 Penalty: 2929.299805
	Iteration 39Q: 3 clusters Score -1035365 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7695 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -1035365.250000 Penalty: 2929.299805
	Iteration 40F: 3 clusters Score -1035365 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (39056 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39056 members 
Entering Unmasked Estep 
Score: -4945992.500000 Penalty: 1718.072144
	Iteration 0F: 2 clusters Score -4945992 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19589 members 
Mstep: Class 2 contains 19467 members 
Entering Unmasked Estep 
Score: -4919819.000000 Penalty: 3436.144287
	Iteration 0F: 3 clusters Score -4919819 nChanged 18127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20422 members 
Mstep: Class 2 contains 18634 members 
Entering Unmasked Estep 
Score: -4929898.000000 Penalty: 3436.144287
	Iteration 1F: 3 clusters Score -4929898 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20943 members 
Mstep: Class 2 contains 18113 members 
Entering Unmasked Estep 
Score: -4930320.000000 Penalty: 3436.144287
	Iteration 2Q: 3 clusters Score -4930320 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21730 members 
Mstep: Class 2 contains 17326 members 
Entering Unmasked Estep 
Score: -4930768.500000 Penalty: 3436.144287
	Iteration 3Q: 3 clusters Score -4930768 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22913 members 
Mstep: Class 2 contains 16143 members 
Entering Unmasked Estep 
Score: -4931403.500000 Penalty: 3436.144287
	Iteration 4Q: 3 clusters Score -4931404 nChanged 2018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24543 members 
Mstep: Class 2 contains 14513 members 
Entering Unmasked Estep 
Score: -4932391.000000 Penalty: 3436.144287
	Iteration 5F: 3 clusters Score -4932391 nChanged 2514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26697 members 
Mstep: Class 2 contains 12359 members 
Entering Unmasked Estep 
Score: -4933968.500000 Penalty: 3436.144287
	Iteration 6F: 3 clusters Score -4933968 nChanged 2933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29360 members 
Mstep: Class 2 contains 9696 members 
Entering Unmasked Estep 
Score: -4936244.000000 Penalty: 3436.144287
	Iteration 7F: 3 clusters Score -4936244 nChanged 3092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32226 members 
Mstep: Class 2 contains 6830 members 
Entering Unmasked Estep 
Score: -4939012.000000 Penalty: 3436.144287
	Iteration 8F: 3 clusters Score -4939012 nChanged 2520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34622 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -4941389.500000 Penalty: 3436.144287
	Iteration 9F: 3 clusters Score -4941390 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36190 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -4943101.000000 Penalty: 3436.144287
	Iteration 10Q: 3 clusters Score -4943101 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37027 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -4944127.000000 Penalty: 3436.144287
	Iteration 11Q: 3 clusters Score -4944127 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37360 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -4944700.000000 Penalty: 3436.144287
	Iteration 12Q: 3 clusters Score -4944700 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37446 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -4944997.500000 Penalty: 3436.144287
	Iteration 13Q: 3 clusters Score -4944998 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37474 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -4945124.000000 Penalty: 3436.144287
	Iteration 14Q: 3 clusters Score -4945124 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37466 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -4945173.500000 Penalty: 3436.144287
	Iteration 15Q: 3 clusters Score -4945174 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37441 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -4945203.500000 Penalty: 3436.144287
	Iteration 16Q: 3 clusters Score -4945204 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37425 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -4945221.500000 Penalty: 3436.144287
	Iteration 17Q: 3 clusters Score -4945222 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37412 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -4945234.500000 Penalty: 3436.144287
	Iteration 18Q: 3 clusters Score -4945234 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37408 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -4945236.000000 Penalty: 3436.144287
	Iteration 19Q: 3 clusters Score -4945236 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37404 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -4945240.000000 Penalty: 3436.144287
	Iteration 20F: 3 clusters Score -4945240 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37402 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -4945244.500000 Penalty: 3436.144287
	Iteration 21Q: 3 clusters Score -4945244 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37398 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -4945245.000000 Penalty: 3436.144287
	Iteration 22Q: 3 clusters Score -4945245 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37396 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -4945243.500000 Penalty: 3436.144287
	Iteration 23Q: 3 clusters Score -4945244 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37391 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -4945245.500000 Penalty: 3436.144287
	Iteration 24Q: 3 clusters Score -4945246 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37386 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -4945243.500000 Penalty: 3436.144287
	Iteration 25Q: 3 clusters Score -4945244 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37379 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -4945242.500000 Penalty: 3436.144287
	Iteration 26Q: 3 clusters Score -4945242 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37376 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -4945242.500000 Penalty: 3436.144287
	Iteration 27Q: 3 clusters Score -4945242 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37370 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -4945238.000000 Penalty: 3436.144287
	Iteration 28Q: 3 clusters Score -4945238 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37365 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -4945239.500000 Penalty: 3436.144287
	Iteration 29Q: 3 clusters Score -4945240 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37365 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -4945241.000000 Penalty: 3436.144287
	Iteration 30Q: 3 clusters Score -4945241 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37365 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -4945242.000000 Penalty: 3436.144287
	Iteration 31Q: 3 clusters Score -4945242 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37365 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -4945242.000000 Penalty: 3436.144287
	Iteration 32F: 3 clusters Score -4945242 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (56706 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56706 members 
Entering Unmasked Estep 
Score: -7169301.000000 Penalty: 1778.665649
	Iteration 0F: 2 clusters Score -7169301 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28338 members 
Mstep: Class 2 contains 28368 members 
Entering Unmasked Estep 
Score: -7131407.000000 Penalty: 3557.331299
	Iteration 0F: 3 clusters Score -7131407 nChanged 26687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27815 members 
Mstep: Class 2 contains 28891 members 
Entering Unmasked Estep 
Score: -7146802.500000 Penalty: 3557.331299
	Iteration 1F: 3 clusters Score -7146802 nChanged 2363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27218 members 
Mstep: Class 2 contains 29488 members 
Entering Unmasked Estep 
Score: -7147581.500000 Penalty: 3557.331299
	Iteration 2Q: 3 clusters Score -7147582 nChanged 2513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26371 members 
Mstep: Class 2 contains 30335 members 
Entering Unmasked Estep 
Score: -7148386.500000 Penalty: 3557.331299
	Iteration 3Q: 3 clusters Score -7148386 nChanged 2715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25148 members 
Mstep: Class 2 contains 31558 members 
Entering Unmasked Estep 
Score: -7149384.000000 Penalty: 3557.331299
	Iteration 4Q: 3 clusters Score -7149384 nChanged 2847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23551 members 
Mstep: Class 2 contains 33155 members 
Entering Unmasked Estep 
Score: -7150597.000000 Penalty: 3557.331299
	Iteration 5F: 3 clusters Score -7150597 nChanged 2916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21607 members 
Mstep: Class 2 contains 35099 members 
Entering Unmasked Estep 
Score: -7151842.500000 Penalty: 3557.331299
	Iteration 6F: 3 clusters Score -7151842 nChanged 2988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19289 members 
Mstep: Class 2 contains 37417 members 
Entering Unmasked Estep 
Score: -7153294.500000 Penalty: 3557.331299
	Iteration 7F: 3 clusters Score -7153294 nChanged 2950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16691 members 
Mstep: Class 2 contains 40015 members 
Entering Unmasked Estep 
Score: -7155017.500000 Penalty: 3557.331299
	Iteration 8F: 3 clusters Score -7155018 nChanged 3028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13819 members 
Mstep: Class 2 contains 42887 members 
Entering Unmasked Estep 
Score: -7157057.000000 Penalty: 3557.331299
	Iteration 9F: 3 clusters Score -7157057 nChanged 2994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10867 members 
Mstep: Class 2 contains 45839 members 
Entering Unmasked Estep 
Score: -7159447.000000 Penalty: 3557.331299
	Iteration 10F: 3 clusters Score -7159447 nChanged 2676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8209 members 
Mstep: Class 2 contains 48497 members 
Entering Unmasked Estep 
Score: -7161609.000000 Penalty: 3557.331299
	Iteration 11Q: 3 clusters Score -7161609 nChanged 2132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6081 members 
Mstep: Class 2 contains 50625 members 
Entering Unmasked Estep 
Score: -7163415.500000 Penalty: 3557.331299
	Iteration 12Q: 3 clusters Score -7163416 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 52145 members 
Entering Unmasked Estep 
Score: -7164734.000000 Penalty: 3557.331299
	Iteration 13Q: 3 clusters Score -7164734 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 53136 members 
Entering Unmasked Estep 
Score: -7165583.000000 Penalty: 3557.331299
	Iteration 14Q: 3 clusters Score -7165583 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 53870 members 
Entering Unmasked Estep 
Score: -7166179.000000 Penalty: 3557.331299
	Iteration 15Q: 3 clusters Score -7166179 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 54390 members 
Entering Unmasked Estep 
Score: -7166589.000000 Penalty: 3557.331299
	Iteration 16Q: 3 clusters Score -7166589 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 54789 members 
Entering Unmasked Estep 
Score: -7166891.000000 Penalty: 3557.331299
	Iteration 17Q: 3 clusters Score -7166891 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 55079 members 
Entering Unmasked Estep 
Score: -7167109.000000 Penalty: 3557.331299
	Iteration 18Q: 3 clusters Score -7167109 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 55296 members 
Entering Unmasked Estep 
Score: -7167244.500000 Penalty: 3557.331299
	Iteration 19Q: 3 clusters Score -7167244 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 55476 members 
Entering Unmasked Estep 
Score: -7167363.000000 Penalty: 3557.331299
	Iteration 20F: 3 clusters Score -7167363 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 55607 members 
Entering Unmasked Estep 
Score: -7167441.500000 Penalty: 3557.331299
	Iteration 21Q: 3 clusters Score -7167442 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 55702 members 
Entering Unmasked Estep 
Score: -7167474.500000 Penalty: 3557.331299
	Iteration 22Q: 3 clusters Score -7167474 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 55773 members 
Entering Unmasked Estep 
Score: -7167529.500000 Penalty: 3557.331299
	Iteration 23Q: 3 clusters Score -7167530 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 55825 members 
Entering Unmasked Estep 
Score: -7167542.000000 Penalty: 3557.331299
	Iteration 24Q: 3 clusters Score -7167542 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 55873 members 
Entering Unmasked Estep 
Score: -7167577.000000 Penalty: 3557.331299
	Iteration 25Q: 3 clusters Score -7167577 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 55912 members 
Entering Unmasked Estep 
Score: -7167597.000000 Penalty: 3557.331299
	Iteration 26Q: 3 clusters Score -7167597 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 55936 members 
Entering Unmasked Estep 
Score: -7167618.000000 Penalty: 3557.331299
	Iteration 27Q: 3 clusters Score -7167618 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 55966 members 
Entering Unmasked Estep 
Score: -7167635.000000 Penalty: 3557.331299
	Iteration 28Q: 3 clusters Score -7167635 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 56000 members 
Entering Unmasked Estep 
Score: -7167651.500000 Penalty: 3557.331299
	Iteration 29Q: 3 clusters Score -7167652 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 56027 members 
Entering Unmasked Estep 
Score: -7167653.500000 Penalty: 3557.331299
	Iteration 30Q: 3 clusters Score -7167654 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 56042 members 
Entering Unmasked Estep 
Score: -7167660.000000 Penalty: 3557.331299
	Iteration 31Q: 3 clusters Score -7167660 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 56054 members 
Entering Unmasked Estep 
Score: -7167669.500000 Penalty: 3557.331299
	Iteration 32Q: 3 clusters Score -7167670 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 56064 members 
Entering Unmasked Estep 
Score: -7167674.500000 Penalty: 3557.331299
	Iteration 33Q: 3 clusters Score -7167674 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 56073 members 
Entering Unmasked Estep 
Score: -7167674.000000 Penalty: 3557.331299
	Iteration 34Q: 3 clusters Score -7167674 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 56083 members 
Entering Unmasked Estep 
Score: -7167683.000000 Penalty: 3557.331299
	Iteration 35Q: 3 clusters Score -7167683 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 56090 members 
Entering Unmasked Estep 
Score: -7167683.500000 Penalty: 3557.331299
	Iteration 36Q: 3 clusters Score -7167684 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 56094 members 
Entering Unmasked Estep 
Score: -7167682.000000 Penalty: 3557.331299
	Iteration 37Q: 3 clusters Score -7167682 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 56103 members 
Entering Unmasked Estep 
Score: -7167681.500000 Penalty: 3557.331299
	Iteration 38Q: 3 clusters Score -7167682 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 56109 members 
Entering Unmasked Estep 
Score: -7167690.500000 Penalty: 3557.331299
	Iteration 39Q: 3 clusters Score -7167690 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 56118 members 
Entering Unmasked Estep 
Score: -7167697.500000 Penalty: 3557.331299
	Iteration 40F: 3 clusters Score -7167698 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 56126 members 
Entering Unmasked Estep 
Score: -7167710.500000 Penalty: 3557.331299
	Iteration 41Q: 3 clusters Score -7167710 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 56131 members 
Entering Unmasked Estep 
Score: -7167703.000000 Penalty: 3557.331299
	Iteration 42Q: 3 clusters Score -7167703 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 56136 members 
Entering Unmasked Estep 
Score: -7167704.500000 Penalty: 3557.331299
	Iteration 43Q: 3 clusters Score -7167704 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 56143 members 
Entering Unmasked Estep 
Score: -7167720.000000 Penalty: 3557.331299
	Iteration 44Q: 3 clusters Score -7167720 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 56149 members 
Entering Unmasked Estep 
Score: -7167717.000000 Penalty: 3557.331299
	Iteration 45Q: 3 clusters Score -7167717 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 56154 members 
Entering Unmasked Estep 
Score: -7167723.000000 Penalty: 3557.331299
	Iteration 46Q: 3 clusters Score -7167723 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 56155 members 
Entering Unmasked Estep 
Score: -7167726.500000 Penalty: 3557.331299
	Iteration 47Q: 3 clusters Score -7167726 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 56157 members 
Entering Unmasked Estep 
Score: -7167720.500000 Penalty: 3557.331299
	Iteration 48Q: 3 clusters Score -7167720 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 56161 members 
Entering Unmasked Estep 
Score: -7167718.500000 Penalty: 3557.331299
	Iteration 49Q: 3 clusters Score -7167718 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 56162 members 
Entering Unmasked Estep 
Score: -7167725.500000 Penalty: 3557.331299
	Iteration 50Q: 3 clusters Score -7167726 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 56165 members 
Entering Unmasked Estep 
Score: -7167729.500000 Penalty: 3557.331299
	Iteration 51Q: 3 clusters Score -7167730 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 56165 members 
Entering Unmasked Estep 
Score: -7167729.500000 Penalty: 3557.331299
	Iteration 52F: 3 clusters Score -7167730 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (2376 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Entering Unmasked Estep 
Score: -288070.718750 Penalty: 1263.140747
	Iteration 0F: 2 clusters Score -288070.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -285726.687500 Penalty: 2526.281494
	Iteration 0F: 3 clusters Score -285726.7 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -286217.562500 Penalty: 2526.281494
	Iteration 1F: 3 clusters Score -286217.6 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -286374.781250 Penalty: 2526.281494
	Iteration 2F: 3 clusters Score -286374.8 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -286511.500000 Penalty: 2526.281494
	Iteration 3F: 3 clusters Score -286511.5 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -286613.656250 Penalty: 2526.281494
	Iteration 4F: 3 clusters Score -286613.7 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -286689.312500 Penalty: 2526.281494
	Iteration 5Q: 3 clusters Score -286689.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -286742.593750 Penalty: 2526.281494
	Iteration 6Q: 3 clusters Score -286742.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -286787.062500 Penalty: 2526.281494
	Iteration 7Q: 3 clusters Score -286787.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -286834.187500 Penalty: 2526.281494
	Iteration 8Q: 3 clusters Score -286834.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -286891.500000 Penalty: 2526.281494
	Iteration 9Q: 3 clusters Score -286891.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -286958.062500 Penalty: 2526.281494
	Iteration 10Q: 3 clusters Score -286958.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -287028.656250 Penalty: 2526.281494
	Iteration 11Q: 3 clusters Score -287028.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -287086.343750 Penalty: 2526.281494
	Iteration 12Q: 3 clusters Score -287086.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -287137.343750 Penalty: 2526.281494
	Iteration 13Q: 3 clusters Score -287137.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -287172.375000 Penalty: 2526.281494
	Iteration 14Q: 3 clusters Score -287172.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -287200.562500 Penalty: 2526.281494
	Iteration 15Q: 3 clusters Score -287200.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -287230.875000 Penalty: 2526.281494
	Iteration 16Q: 3 clusters Score -287230.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -287248.250000 Penalty: 2526.281494
	Iteration 17Q: 3 clusters Score -287248.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -287269.656250 Penalty: 2526.281494
	Iteration 18Q: 3 clusters Score -287269.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -287290.000000 Penalty: 2526.281494
	Iteration 19Q: 3 clusters Score -287290 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -287306.968750 Penalty: 2526.281494
	Iteration 20F: 3 clusters Score -287307 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -287328.125000 Penalty: 2526.281494
	Iteration 21Q: 3 clusters Score -287328.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -287347.312500 Penalty: 2526.281494
	Iteration 22Q: 3 clusters Score -287347.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -287365.718750 Penalty: 2526.281494
	Iteration 23Q: 3 clusters Score -287365.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -287377.125000 Penalty: 2526.281494
	Iteration 24Q: 3 clusters Score -287377.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -287383.687500 Penalty: 2526.281494
	Iteration 25Q: 3 clusters Score -287383.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -287385.406250 Penalty: 2526.281494
	Iteration 26Q: 3 clusters Score -287385.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -287387.062500 Penalty: 2526.281494
	Iteration 27Q: 3 clusters Score -287387.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -287387.406250 Penalty: 2526.281494
	Iteration 28Q: 3 clusters Score -287387.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -287388.093750 Penalty: 2526.281494
	Iteration 29Q: 3 clusters Score -287388.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -287388.218750 Penalty: 2526.281494
	Iteration 30Q: 3 clusters Score -287388.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -287388.031250 Penalty: 2526.281494
	Iteration 31Q: 3 clusters Score -287388 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -287388.218750 Penalty: 2526.281494
	Iteration 32Q: 3 clusters Score -287388.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -287388.218750 Penalty: 2526.281494
	Iteration 33F: 3 clusters Score -287388.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (11588 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11588 members 
Entering Unmasked Estep 
Score: -1351838.625000 Penalty: 1520.630371
	Iteration 0F: 2 clusters Score -1351839 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5747 members 
Mstep: Class 2 contains 5841 members 
Entering Unmasked Estep 
Score: -1343630.000000 Penalty: 3041.260742
	Iteration 0F: 3 clusters Score -1343630 nChanged 5029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5436 members 
Mstep: Class 2 contains 6152 members 
Entering Unmasked Estep 
Score: -1346480.375000 Penalty: 3041.260742
	Iteration 1F: 3 clusters Score -1346480 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 6340 members 
Entering Unmasked Estep 
Score: -1346882.250000 Penalty: 3041.260742
	Iteration 2F: 3 clusters Score -1346882 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 6578 members 
Entering Unmasked Estep 
Score: -1347224.125000 Penalty: 3041.260742
	Iteration 3F: 3 clusters Score -1347224 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 6846 members 
Entering Unmasked Estep 
Score: -1347557.125000 Penalty: 3041.260742
	Iteration 4F: 3 clusters Score -1347557 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 7183 members 
Entering Unmasked Estep 
Score: -1347927.375000 Penalty: 3041.260742
	Iteration 5Q: 3 clusters Score -1347927 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 7552 members 
Entering Unmasked Estep 
Score: -1348315.875000 Penalty: 3041.260742
	Iteration 6F: 3 clusters Score -1348316 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 7930 members 
Entering Unmasked Estep 
Score: -1348718.000000 Penalty: 3041.260742
	Iteration 7F: 3 clusters Score -1348718 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 8302 members 
Entering Unmasked Estep 
Score: -1349124.000000 Penalty: 3041.260742
	Iteration 8Q: 3 clusters Score -1349124 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 8691 members 
Entering Unmasked Estep 
Score: -1349511.375000 Penalty: 3041.260742
	Iteration 9Q: 3 clusters Score -1349511 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 9036 members 
Entering Unmasked Estep 
Score: -1349836.375000 Penalty: 3041.260742
	Iteration 10Q: 3 clusters Score -1349836 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 9330 members 
Entering Unmasked Estep 
Score: -1350091.375000 Penalty: 3041.260742
	Iteration 11Q: 3 clusters Score -1350091 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 9573 members 
Entering Unmasked Estep 
Score: -1350289.250000 Penalty: 3041.260742
	Iteration 12Q: 3 clusters Score -1350289 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 9803 members 
Entering Unmasked Estep 
Score: -1350458.625000 Penalty: 3041.260742
	Iteration 13Q: 3 clusters Score -1350459 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 9967 members 
Entering Unmasked Estep 
Score: -1350590.875000 Penalty: 3041.260742
	Iteration 14Q: 3 clusters Score -1350591 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 10098 members 
Entering Unmasked Estep 
Score: -1350693.625000 Penalty: 3041.260742
	Iteration 15Q: 3 clusters Score -1350694 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 10200 members 
Entering Unmasked Estep 
Score: -1350757.625000 Penalty: 3041.260742
	Iteration 16Q: 3 clusters Score -1350758 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 10263 members 
Entering Unmasked Estep 
Score: -1350792.500000 Penalty: 3041.260742
	Iteration 17Q: 3 clusters Score -1350792 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 10313 members 
Entering Unmasked Estep 
Score: -1350836.625000 Penalty: 3041.260742
	Iteration 18Q: 3 clusters Score -1350837 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 10355 members 
Entering Unmasked Estep 
Score: -1350864.125000 Penalty: 3041.260742
	Iteration 19Q: 3 clusters Score -1350864 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 10403 members 
Entering Unmasked Estep 
Score: -1350899.125000 Penalty: 3041.260742
	Iteration 20F: 3 clusters Score -1350899 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 10445 members 
Entering Unmasked Estep 
Score: -1350924.000000 Penalty: 3041.260742
	Iteration 21Q: 3 clusters Score -1350924 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 10480 members 
Entering Unmasked Estep 
Score: -1350950.000000 Penalty: 3041.260742
	Iteration 22Q: 3 clusters Score -1350950 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 10505 members 
Entering Unmasked Estep 
Score: -1350967.250000 Penalty: 3041.260742
	Iteration 23Q: 3 clusters Score -1350967 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 10531 members 
Entering Unmasked Estep 
Score: -1350983.000000 Penalty: 3041.260742
	Iteration 24Q: 3 clusters Score -1350983 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 10546 members 
Entering Unmasked Estep 
Score: -1350995.250000 Penalty: 3041.260742
	Iteration 25Q: 3 clusters Score -1350995 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 10556 members 
Entering Unmasked Estep 
Score: -1351006.500000 Penalty: 3041.260742
	Iteration 26Q: 3 clusters Score -1351006 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 10561 members 
Entering Unmasked Estep 
Score: -1351008.500000 Penalty: 3041.260742
	Iteration 27Q: 3 clusters Score -1351008 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 10564 members 
Entering Unmasked Estep 
Score: -1351011.250000 Penalty: 3041.260742
	Iteration 28Q: 3 clusters Score -1351011 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 10567 members 
Entering Unmasked Estep 
Score: -1351012.500000 Penalty: 3041.260742
	Iteration 29Q: 3 clusters Score -1351012 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 10572 members 
Entering Unmasked Estep 
Score: -1351014.500000 Penalty: 3041.260742
	Iteration 30Q: 3 clusters Score -1351014 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 10573 members 
Entering Unmasked Estep 
Score: -1351015.125000 Penalty: 3041.260742
	Iteration 31Q: 3 clusters Score -1351015 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 10577 members 
Entering Unmasked Estep 
Score: -1351015.500000 Penalty: 3041.260742
	Iteration 32Q: 3 clusters Score -1351016 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 10581 members 
Entering Unmasked Estep 
Score: -1351020.250000 Penalty: 3041.260742
	Iteration 33Q: 3 clusters Score -1351020 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 10586 members 
Entering Unmasked Estep 
Score: -1351024.125000 Penalty: 3041.260742
	Iteration 34Q: 3 clusters Score -1351024 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 10592 members 
Entering Unmasked Estep 
Score: -1351026.500000 Penalty: 3041.260742
	Iteration 35Q: 3 clusters Score -1351026 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 10598 members 
Entering Unmasked Estep 
Score: -1351026.750000 Penalty: 3041.260742
	Iteration 36Q: 3 clusters Score -1351027 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 10601 members 
Entering Unmasked Estep 
Score: -1351028.875000 Penalty: 3041.260742
	Iteration 37Q: 3 clusters Score -1351029 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 10602 members 
Entering Unmasked Estep 
Score: -1351028.500000 Penalty: 3041.260742
	Iteration 38Q: 3 clusters Score -1351028 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 10605 members 
Entering Unmasked Estep 
Score: -1351027.125000 Penalty: 3041.260742
	Iteration 39Q: 3 clusters Score -1351027 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 10609 members 
Entering Unmasked Estep 
Score: -1351030.875000 Penalty: 3041.260742
	Iteration 40F: 3 clusters Score -1351031 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 10614 members 
Entering Unmasked Estep 
Score: -1351032.750000 Penalty: 3041.260742
	Iteration 41Q: 3 clusters Score -1351033 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 10613 members 
Entering Unmasked Estep 
Score: -1351032.875000 Penalty: 3041.260742
	Iteration 42Q: 3 clusters Score -1351033 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 10614 members 
Entering Unmasked Estep 
Score: -1351036.250000 Penalty: 3041.260742
	Iteration 43Q: 3 clusters Score -1351036 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 10614 members 
Entering Unmasked Estep 
Score: -1351036.500000 Penalty: 3041.260742
	Iteration 44Q: 3 clusters Score -1351036 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 10615 members 
Entering Unmasked Estep 
Score: -1351037.250000 Penalty: 3041.260742
	Iteration 45Q: 3 clusters Score -1351037 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 10615 members 
Entering Unmasked Estep 
Score: -1351038.250000 Penalty: 3041.260742
	Iteration 46Q: 3 clusters Score -1351038 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 10614 members 
Entering Unmasked Estep 
Score: -1351038.500000 Penalty: 3041.260742
	Iteration 47Q: 3 clusters Score -1351038 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 10615 members 
Entering Unmasked Estep 
Score: -1351038.500000 Penalty: 3041.260742
	Iteration 48Q: 3 clusters Score -1351038 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 10615 members 
Entering Unmasked Estep 
Score: -1351038.500000 Penalty: 3041.260742
	Iteration 49F: 3 clusters Score -1351038 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (39741 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39741 members 
Entering Unmasked Estep 
Score: -4682398.000000 Penalty: 1720.897461
	Iteration 0F: 2 clusters Score -4682398 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19837 members 
Mstep: Class 2 contains 19904 members 
Entering Unmasked Estep 
Score: -4655762.000000 Penalty: 3441.794922
	Iteration 0F: 3 clusters Score -4655762 nChanged 18598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19345 members 
Mstep: Class 2 contains 20396 members 
Entering Unmasked Estep 
Score: -4666461.500000 Penalty: 3441.794922
	Iteration 1F: 3 clusters Score -4666462 nChanged 2046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19049 members 
Mstep: Class 2 contains 20692 members 
Entering Unmasked Estep 
Score: -4667186.500000 Penalty: 3441.794922
	Iteration 2F: 3 clusters Score -4667186 nChanged 1914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18593 members 
Mstep: Class 2 contains 21148 members 
Entering Unmasked Estep 
Score: -4667918.000000 Penalty: 3441.794922
	Iteration 3Q: 3 clusters Score -4667918 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17958 members 
Mstep: Class 2 contains 21783 members 
Entering Unmasked Estep 
Score: -4668745.500000 Penalty: 3441.794922
	Iteration 4Q: 3 clusters Score -4668746 nChanged 1948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17086 members 
Mstep: Class 2 contains 22655 members 
Entering Unmasked Estep 
Score: -4669640.000000 Penalty: 3441.794922
	Iteration 5Q: 3 clusters Score -4669640 nChanged 2044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15932 members 
Mstep: Class 2 contains 23809 members 
Entering Unmasked Estep 
Score: -4670682.000000 Penalty: 3441.794922
	Iteration 6F: 3 clusters Score -4670682 nChanged 2043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14577 members 
Mstep: Class 2 contains 25164 members 
Entering Unmasked Estep 
Score: -4671818.000000 Penalty: 3441.794922
	Iteration 7F: 3 clusters Score -4671818 nChanged 2013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13118 members 
Mstep: Class 2 contains 26623 members 
Entering Unmasked Estep 
Score: -4673020.000000 Penalty: 3441.794922
	Iteration 8F: 3 clusters Score -4673020 nChanged 1928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11572 members 
Mstep: Class 2 contains 28169 members 
Entering Unmasked Estep 
Score: -4674380.500000 Penalty: 3441.794922
	Iteration 9Q: 3 clusters Score -4674380 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10070 members 
Mstep: Class 2 contains 29671 members 
Entering Unmasked Estep 
Score: -4675630.500000 Penalty: 3441.794922
	Iteration 10Q: 3 clusters Score -4675630 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8741 members 
Mstep: Class 2 contains 31000 members 
Entering Unmasked Estep 
Score: -4676656.000000 Penalty: 3441.794922
	Iteration 11Q: 3 clusters Score -4676656 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7596 members 
Mstep: Class 2 contains 32145 members 
Entering Unmasked Estep 
Score: -4677395.000000 Penalty: 3441.794922
	Iteration 12Q: 3 clusters Score -4677395 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6600 members 
Mstep: Class 2 contains 33141 members 
Entering Unmasked Estep 
Score: -4677959.000000 Penalty: 3441.794922
	Iteration 13Q: 3 clusters Score -4677959 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 34040 members 
Entering Unmasked Estep 
Score: -4678458.500000 Penalty: 3441.794922
	Iteration 14Q: 3 clusters Score -4678458 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 34898 members 
Entering Unmasked Estep 
Score: -4678918.000000 Penalty: 3441.794922
	Iteration 15Q: 3 clusters Score -4678918 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 35671 members 
Entering Unmasked Estep 
Score: -4679388.500000 Penalty: 3441.794922
	Iteration 16Q: 3 clusters Score -4679388 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 36327 members 
Entering Unmasked Estep 
Score: -4679789.500000 Penalty: 3441.794922
	Iteration 17Q: 3 clusters Score -4679790 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 36883 members 
Entering Unmasked Estep 
Score: -4680083.000000 Penalty: 3441.794922
	Iteration 18Q: 3 clusters Score -4680083 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 37319 members 
Entering Unmasked Estep 
Score: -4680336.000000 Penalty: 3441.794922
	Iteration 19Q: 3 clusters Score -4680336 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 37649 members 
Entering Unmasked Estep 
Score: -4680526.500000 Penalty: 3441.794922
	Iteration 20F: 3 clusters Score -4680526 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 37933 members 
Entering Unmasked Estep 
Score: -4680734.000000 Penalty: 3441.794922
	Iteration 21Q: 3 clusters Score -4680734 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 38166 members 
Entering Unmasked Estep 
Score: -4680886.000000 Penalty: 3441.794922
	Iteration 22Q: 3 clusters Score -4680886 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 38340 members 
Entering Unmasked Estep 
Score: -4680993.500000 Penalty: 3441.794922
	Iteration 23Q: 3 clusters Score -4680994 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 38472 members 
Entering Unmasked Estep 
Score: -4681073.500000 Penalty: 3441.794922
	Iteration 24Q: 3 clusters Score -4681074 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 38555 members 
Entering Unmasked Estep 
Score: -4681117.500000 Penalty: 3441.794922
	Iteration 25Q: 3 clusters Score -4681118 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 38628 members 
Entering Unmasked Estep 
Score: -4681172.000000 Penalty: 3441.794922
	Iteration 26Q: 3 clusters Score -4681172 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 38667 members 
Entering Unmasked Estep 
Score: -4681186.500000 Penalty: 3441.794922
	Iteration 27Q: 3 clusters Score -4681186 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 38701 members 
Entering Unmasked Estep 
Score: -4681212.500000 Penalty: 3441.794922
	Iteration 28Q: 3 clusters Score -4681212 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 38733 members 
Entering Unmasked Estep 
Score: -4681226.500000 Penalty: 3441.794922
	Iteration 29Q: 3 clusters Score -4681226 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 38751 members 
Entering Unmasked Estep 
Score: -4681239.000000 Penalty: 3441.794922
	Iteration 30Q: 3 clusters Score -4681239 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 38775 members 
Entering Unmasked Estep 
Score: -4681249.000000 Penalty: 3441.794922
	Iteration 31Q: 3 clusters Score -4681249 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 38794 members 
Entering Unmasked Estep 
Score: -4681250.500000 Penalty: 3441.794922
	Iteration 32Q: 3 clusters Score -4681250 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 38802 members 
Entering Unmasked Estep 
Score: -4681253.000000 Penalty: 3441.794922
	Iteration 33Q: 3 clusters Score -4681253 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 38811 members 
Entering Unmasked Estep 
Score: -4681256.000000 Penalty: 3441.794922
	Iteration 34Q: 3 clusters Score -4681256 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 38820 members 
Entering Unmasked Estep 
Score: -4681266.500000 Penalty: 3441.794922
	Iteration 35Q: 3 clusters Score -4681266 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 38828 members 
Entering Unmasked Estep 
Score: -4681282.000000 Penalty: 3441.794922
	Iteration 36Q: 3 clusters Score -4681282 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 38831 members 
Entering Unmasked Estep 
Score: -4681287.000000 Penalty: 3441.794922
	Iteration 37Q: 3 clusters Score -4681287 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 38843 members 
Entering Unmasked Estep 
Score: -4681288.500000 Penalty: 3441.794922
	Iteration 38Q: 3 clusters Score -4681288 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 38850 members 
Entering Unmasked Estep 
Score: -4681284.500000 Penalty: 3441.794922
	Iteration 39Q: 3 clusters Score -4681284 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 38854 members 
Entering Unmasked Estep 
Score: -4681284.000000 Penalty: 3441.794922
	Iteration 40F: 3 clusters Score -4681284 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 38857 members 
Entering Unmasked Estep 
Score: -4681285.500000 Penalty: 3441.794922
	Iteration 41Q: 3 clusters Score -4681286 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 38863 members 
Entering Unmasked Estep 
Score: -4681290.000000 Penalty: 3441.794922
	Iteration 42Q: 3 clusters Score -4681290 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 38867 members 
Entering Unmasked Estep 
Score: -4681293.500000 Penalty: 3441.794922
	Iteration 43Q: 3 clusters Score -4681294 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 38868 members 
Entering Unmasked Estep 
Score: -4681292.500000 Penalty: 3441.794922
	Iteration 44Q: 3 clusters Score -4681292 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 38871 members 
Entering Unmasked Estep 
Score: -4681300.500000 Penalty: 3441.794922
	Iteration 45Q: 3 clusters Score -4681300 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 38874 members 
Entering Unmasked Estep 
Score: -4681301.000000 Penalty: 3441.794922
	Iteration 46Q: 3 clusters Score -4681301 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 38876 members 
Entering Unmasked Estep 
Score: -4681300.500000 Penalty: 3441.794922
	Iteration 47Q: 3 clusters Score -4681300 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 38878 members 
Entering Unmasked Estep 
Score: -4681298.500000 Penalty: 3441.794922
	Iteration 48Q: 3 clusters Score -4681298 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 38879 members 
Entering Unmasked Estep 
Score: -4681299.500000 Penalty: 3441.794922
	Iteration 49Q: 3 clusters Score -4681300 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 38881 members 
Entering Unmasked Estep 
Score: -4681298.000000 Penalty: 3441.794922
	Iteration 50Q: 3 clusters Score -4681298 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 38884 members 
Entering Unmasked Estep 
Score: -4681303.000000 Penalty: 3441.794922
	Iteration 51Q: 3 clusters Score -4681303 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 38886 members 
Entering Unmasked Estep 
Score: -4681303.500000 Penalty: 3441.794922
	Iteration 52Q: 3 clusters Score -4681304 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 38889 members 
Entering Unmasked Estep 
Score: -4681303.500000 Penalty: 3441.794922
	Iteration 53Q: 3 clusters Score -4681304 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 38890 members 
Entering Unmasked Estep 
Score: -4681304.000000 Penalty: 3441.794922
	Iteration 54Q: 3 clusters Score -4681304 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 38893 members 
Entering Unmasked Estep 
Score: -4681306.500000 Penalty: 3441.794922
	Iteration 55Q: 3 clusters Score -4681306 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 38894 members 
Entering Unmasked Estep 
Score: -4681306.500000 Penalty: 3441.794922
	Iteration 56Q: 3 clusters Score -4681306 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 38896 members 
Entering Unmasked Estep 
Score: -4681305.000000 Penalty: 3441.794922
	Iteration 57Q: 3 clusters Score -4681305 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 38895 members 
Entering Unmasked Estep 
Score: -4681303.500000 Penalty: 3441.794922
	Iteration 58Q: 3 clusters Score -4681304 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 38895 members 
Entering Unmasked Estep 
Score: -4681306.500000 Penalty: 3441.794922
	Iteration 59Q: 3 clusters Score -4681306 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 38895 members 
Entering Unmasked Estep 
Score: -4681306.500000 Penalty: 3441.794922
	Iteration 60F: 3 clusters Score -4681306 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (8094 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8094 members 
Entering Unmasked Estep 
Score: -1021926.000000 Penalty: 1462.317749
	Iteration 0F: 2 clusters Score -1021926 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -1015989.562500 Penalty: 2924.635498
	Iteration 0F: 3 clusters Score -1015990 nChanged 3404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -1017851.312500 Penalty: 2924.635498
	Iteration 1F: 3 clusters Score -1017851 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -1018101.625000 Penalty: 2924.635498
	Iteration 2F: 3 clusters Score -1018102 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -1018269.687500 Penalty: 2924.635498
	Iteration 3F: 3 clusters Score -1018270 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -1018410.312500 Penalty: 2924.635498
	Iteration 4Q: 3 clusters Score -1018410 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -1018513.500000 Penalty: 2924.635498
	Iteration 5Q: 3 clusters Score -1018514 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -1018603.375000 Penalty: 2924.635498
	Iteration 6Q: 3 clusters Score -1018603 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -1018677.437500 Penalty: 2924.635498
	Iteration 7Q: 3 clusters Score -1018677 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -1018741.375000 Penalty: 2924.635498
	Iteration 8Q: 3 clusters Score -1018741 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -1018779.000000 Penalty: 2924.635498
	Iteration 9Q: 3 clusters Score -1018779 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -1018821.625000 Penalty: 2924.635498
	Iteration 10Q: 3 clusters Score -1018822 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -1018858.187500 Penalty: 2924.635498
	Iteration 11Q: 3 clusters Score -1018858 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -1018898.875000 Penalty: 2924.635498
	Iteration 12Q: 3 clusters Score -1018899 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -1018936.125000 Penalty: 2924.635498
	Iteration 13Q: 3 clusters Score -1018936 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -1018964.312500 Penalty: 2924.635498
	Iteration 14Q: 3 clusters Score -1018964 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -1018992.250000 Penalty: 2924.635498
	Iteration 15Q: 3 clusters Score -1018992 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -1019010.750000 Penalty: 2924.635498
	Iteration 16Q: 3 clusters Score -1019011 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -1019035.000000 Penalty: 2924.635498
	Iteration 17Q: 3 clusters Score -1019035 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -1019054.562500 Penalty: 2924.635498
	Iteration 18Q: 3 clusters Score -1019055 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -1019072.250000 Penalty: 2924.635498
	Iteration 19Q: 3 clusters Score -1019072 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -1019095.875000 Penalty: 2924.635498
	Iteration 20F: 3 clusters Score -1019096 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -1019113.500000 Penalty: 2924.635498
	Iteration 21Q: 3 clusters Score -1019114 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -1019142.562500 Penalty: 2924.635498
	Iteration 22Q: 3 clusters Score -1019143 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -1019176.375000 Penalty: 2924.635498
	Iteration 23Q: 3 clusters Score -1019176 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -1019213.437500 Penalty: 2924.635498
	Iteration 24Q: 3 clusters Score -1019213 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -1019260.062500 Penalty: 2924.635498
	Iteration 25Q: 3 clusters Score -1019260 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -1019311.812500 Penalty: 2924.635498
	Iteration 26Q: 3 clusters Score -1019312 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -1019358.375000 Penalty: 2924.635498
	Iteration 27Q: 3 clusters Score -1019358 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -1019412.875000 Penalty: 2924.635498
	Iteration 28Q: 3 clusters Score -1019413 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -1019470.500000 Penalty: 2924.635498
	Iteration 29Q: 3 clusters Score -1019470 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -1019548.000000 Penalty: 2924.635498
	Iteration 30Q: 3 clusters Score -1019548 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
Score: -1019647.562500 Penalty: 2924.635498
	Iteration 31Q: 3 clusters Score -1019648 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -1019751.812500 Penalty: 2924.635498
	Iteration 32Q: 3 clusters Score -1019752 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -1019855.062500 Penalty: 2924.635498
	Iteration 33Q: 3 clusters Score -1019855 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -1019942.062500 Penalty: 2924.635498
	Iteration 34Q: 3 clusters Score -1019942 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
Score: -1020013.437500 Penalty: 2924.635498
	Iteration 35Q: 3 clusters Score -1020013 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 5254 members 
Entering Unmasked Estep 
Score: -1020077.625000 Penalty: 2924.635498
	Iteration 36Q: 3 clusters Score -1020078 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 5306 members 
Entering Unmasked Estep 
Score: -1020127.625000 Penalty: 2924.635498
	Iteration 37Q: 3 clusters Score -1020128 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
Score: -1020159.750000 Penalty: 2924.635498
	Iteration 38Q: 3 clusters Score -1020160 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -1020188.437500 Penalty: 2924.635498
	Iteration 39Q: 3 clusters Score -1020188 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 5384 members 
Entering Unmasked Estep 
Score: -1020216.625000 Penalty: 2924.635498
	Iteration 40F: 3 clusters Score -1020217 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 5412 members 
Entering Unmasked Estep 
Score: -1020235.687500 Penalty: 2924.635498
	Iteration 41Q: 3 clusters Score -1020236 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 5428 members 
Entering Unmasked Estep 
Score: -1020257.937500 Penalty: 2924.635498
	Iteration 42Q: 3 clusters Score -1020258 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 5446 members 
Entering Unmasked Estep 
Score: -1020272.500000 Penalty: 2924.635498
	Iteration 43Q: 3 clusters Score -1020272 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 5452 members 
Entering Unmasked Estep 
Score: -1020286.875000 Penalty: 2924.635498
	Iteration 44Q: 3 clusters Score -1020287 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 5456 members 
Entering Unmasked Estep 
Score: -1020303.312500 Penalty: 2924.635498
	Iteration 45Q: 3 clusters Score -1020303 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 5472 members 
Entering Unmasked Estep 
Score: -1020322.312500 Penalty: 2924.635498
	Iteration 46Q: 3 clusters Score -1020322 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 5484 members 
Entering Unmasked Estep 
Score: -1020345.437500 Penalty: 2924.635498
	Iteration 47Q: 3 clusters Score -1020345 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 5495 members 
Entering Unmasked Estep 
Score: -1020361.687500 Penalty: 2924.635498
	Iteration 48Q: 3 clusters Score -1020362 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 5501 members 
Entering Unmasked Estep 
Score: -1020376.937500 Penalty: 2924.635498
	Iteration 49Q: 3 clusters Score -1020377 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 5504 members 
Entering Unmasked Estep 
Score: -1020388.375000 Penalty: 2924.635498
	Iteration 50Q: 3 clusters Score -1020388 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 5506 members 
Entering Unmasked Estep 
Score: -1020400.062500 Penalty: 2924.635498
	Iteration 51Q: 3 clusters Score -1020400 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 5505 members 
Entering Unmasked Estep 
Score: -1020413.625000 Penalty: 2924.635498
	Iteration 52Q: 3 clusters Score -1020414 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 5507 members 
Entering Unmasked Estep 
Score: -1020427.000000 Penalty: 2924.635498
	Iteration 53Q: 3 clusters Score -1020427 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 5505 members 
Entering Unmasked Estep 
Score: -1020436.312500 Penalty: 2924.635498
	Iteration 54Q: 3 clusters Score -1020436 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 5520 members 
Entering Unmasked Estep 
Score: -1020454.750000 Penalty: 2924.635498
	Iteration 55Q: 3 clusters Score -1020455 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 5537 members 
Entering Unmasked Estep 
Score: -1020472.437500 Penalty: 2924.635498
	Iteration 56Q: 3 clusters Score -1020472 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 5554 members 
Entering Unmasked Estep 
Score: -1020483.875000 Penalty: 2924.635498
	Iteration 57Q: 3 clusters Score -1020484 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 5571 members 
Entering Unmasked Estep 
Score: -1020498.062500 Penalty: 2924.635498
	Iteration 58Q: 3 clusters Score -1020498 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 5578 members 
Entering Unmasked Estep 
Score: -1020506.750000 Penalty: 2924.635498
	Iteration 59Q: 3 clusters Score -1020507 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 5598 members 
Entering Unmasked Estep 
Score: -1020515.687500 Penalty: 2924.635498
	Iteration 60F: 3 clusters Score -1020516 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 5616 members 
Entering Unmasked Estep 
Score: -1020521.375000 Penalty: 2924.635498
	Iteration 61Q: 3 clusters Score -1020521 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 5633 members 
Entering Unmasked Estep 
Score: -1020530.625000 Penalty: 2924.635498
	Iteration 62Q: 3 clusters Score -1020531 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 5657 members 
Entering Unmasked Estep 
Score: -1020536.187500 Penalty: 2924.635498
	Iteration 63Q: 3 clusters Score -1020536 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 5677 members 
Entering Unmasked Estep 
Score: -1020541.500000 Penalty: 2924.635498
	Iteration 64Q: 3 clusters Score -1020542 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 5696 members 
Entering Unmasked Estep 
Score: -1020547.437500 Penalty: 2924.635498
	Iteration 65Q: 3 clusters Score -1020547 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 5705 members 
Entering Unmasked Estep 
Score: -1020551.062500 Penalty: 2924.635498
	Iteration 66Q: 3 clusters Score -1020551 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 5716 members 
Entering Unmasked Estep 
Score: -1020554.250000 Penalty: 2924.635498
	Iteration 67Q: 3 clusters Score -1020554 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 5730 members 
Entering Unmasked Estep 
Score: -1020560.625000 Penalty: 2924.635498
	Iteration 68Q: 3 clusters Score -1020561 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 5736 members 
Entering Unmasked Estep 
Score: -1020561.437500 Penalty: 2924.635498
	Iteration 69Q: 3 clusters Score -1020561 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 5740 members 
Entering Unmasked Estep 
Score: -1020561.750000 Penalty: 2924.635498
	Iteration 70Q: 3 clusters Score -1020562 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 5743 members 
Entering Unmasked Estep 
Score: -1020562.437500 Penalty: 2924.635498
	Iteration 71Q: 3 clusters Score -1020562 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 5747 members 
Entering Unmasked Estep 
Score: -1020564.250000 Penalty: 2924.635498
	Iteration 72Q: 3 clusters Score -1020564 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 5753 members 
Entering Unmasked Estep 
Score: -1020564.812500 Penalty: 2924.635498
	Iteration 73Q: 3 clusters Score -1020565 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 5763 members 
Entering Unmasked Estep 
Score: -1020569.750000 Penalty: 2924.635498
	Iteration 74Q: 3 clusters Score -1020570 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 5777 members 
Entering Unmasked Estep 
Score: -1020573.750000 Penalty: 2924.635498
	Iteration 75Q: 3 clusters Score -1020574 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 5793 members 
Entering Unmasked Estep 
Score: -1020578.625000 Penalty: 2924.635498
	Iteration 76Q: 3 clusters Score -1020579 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 5813 members 
Entering Unmasked Estep 
Score: -1020588.062500 Penalty: 2924.635498
	Iteration 77Q: 3 clusters Score -1020588 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 5843 members 
Entering Unmasked Estep 
Score: -1020595.750000 Penalty: 2924.635498
	Iteration 78Q: 3 clusters Score -1020596 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 5869 members 
Entering Unmasked Estep 
Score: -1020605.875000 Penalty: 2924.635498
	Iteration 79Q: 3 clusters Score -1020606 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 5897 members 
Entering Unmasked Estep 
Score: -1020617.625000 Penalty: 2924.635498
	Iteration 80F: 3 clusters Score -1020618 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 5930 members 
Entering Unmasked Estep 
Score: -1020633.875000 Penalty: 2924.635498
	Iteration 81Q: 3 clusters Score -1020634 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 5973 members 
Entering Unmasked Estep 
Score: -1020659.875000 Penalty: 2924.635498
	Iteration 82Q: 3 clusters Score -1020660 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 6012 members 
Entering Unmasked Estep 
Score: -1020675.375000 Penalty: 2924.635498
	Iteration 83Q: 3 clusters Score -1020675 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 6051 members 
Entering Unmasked Estep 
Score: -1020697.562500 Penalty: 2924.635498
	Iteration 84Q: 3 clusters Score -1020698 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 6098 members 
Entering Unmasked Estep 
Score: -1020726.437500 Penalty: 2924.635498
	Iteration 85Q: 3 clusters Score -1020726 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 6141 members 
Entering Unmasked Estep 
Score: -1020753.125000 Penalty: 2924.635498
	Iteration 86Q: 3 clusters Score -1020753 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 6189 members 
Entering Unmasked Estep 
Score: -1020774.000000 Penalty: 2924.635498
	Iteration 87Q: 3 clusters Score -1020774 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 6226 members 
Entering Unmasked Estep 
Score: -1020792.437500 Penalty: 2924.635498
	Iteration 88Q: 3 clusters Score -1020792 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 6256 members 
Entering Unmasked Estep 
Score: -1020803.937500 Penalty: 2924.635498
	Iteration 89Q: 3 clusters Score -1020804 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 6271 members 
Entering Unmasked Estep 
Score: -1020808.000000 Penalty: 2924.635498
	Iteration 90Q: 3 clusters Score -1020808 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 6282 members 
Entering Unmasked Estep 
Score: -1020811.500000 Penalty: 2924.635498
	Iteration 91Q: 3 clusters Score -1020812 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 6285 members 
Entering Unmasked Estep 
Score: -1020813.375000 Penalty: 2924.635498
	Iteration 92Q: 3 clusters Score -1020813 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 6285 members 
Entering Unmasked Estep 
Score: -1020813.375000 Penalty: 2924.635498
	Iteration 93F: 3 clusters Score -1020813 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (12582 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12582 members 
Entering Unmasked Estep 
Score: -1604013.750000 Penalty: 1534.003662
	Iteration 0F: 2 clusters Score -1604014 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6293 members 
Mstep: Class 2 contains 6289 members 
Entering Unmasked Estep 
Score: -1595194.625000 Penalty: 3068.007324
	Iteration 0F: 3 clusters Score -1595195 nChanged 5555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6238 members 
Mstep: Class 2 contains 6344 members 
Entering Unmasked Estep 
Score: -1598167.375000 Penalty: 3068.007324
	Iteration 1F: 3 clusters Score -1598167 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6236 members 
Mstep: Class 2 contains 6346 members 
Entering Unmasked Estep 
Score: -1598401.125000 Penalty: 3068.007324
	Iteration 2F: 3 clusters Score -1598401 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6236 members 
Mstep: Class 2 contains 6346 members 
Entering Unmasked Estep 
Score: -1598607.500000 Penalty: 3068.007324
	Iteration 3Q: 3 clusters Score -1598608 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6267 members 
Mstep: Class 2 contains 6315 members 
Entering Unmasked Estep 
Score: -1598788.500000 Penalty: 3068.007324
	Iteration 4Q: 3 clusters Score -1598788 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6322 members 
Mstep: Class 2 contains 6260 members 
Entering Unmasked Estep 
Score: -1598959.750000 Penalty: 3068.007324
	Iteration 5Q: 3 clusters Score -1598960 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6422 members 
Mstep: Class 2 contains 6160 members 
Entering Unmasked Estep 
Score: -1599134.375000 Penalty: 3068.007324
	Iteration 6Q: 3 clusters Score -1599134 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6563 members 
Mstep: Class 2 contains 6019 members 
Entering Unmasked Estep 
Score: -1599338.000000 Penalty: 3068.007324
	Iteration 7Q: 3 clusters Score -1599338 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6753 members 
Mstep: Class 2 contains 5829 members 
Entering Unmasked Estep 
Score: -1599566.875000 Penalty: 3068.007324
	Iteration 8Q: 3 clusters Score -1599567 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6997 members 
Mstep: Class 2 contains 5585 members 
Entering Unmasked Estep 
Score: -1599841.125000 Penalty: 3068.007324
	Iteration 9Q: 3 clusters Score -1599841 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7296 members 
Mstep: Class 2 contains 5286 members 
Entering Unmasked Estep 
Score: -1600135.375000 Penalty: 3068.007324
	Iteration 10Q: 3 clusters Score -1600135 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7642 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -1600455.875000 Penalty: 3068.007324
	Iteration 11Q: 3 clusters Score -1600456 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8036 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -1600851.625000 Penalty: 3068.007324
	Iteration 12Q: 3 clusters Score -1600852 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8431 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -1601276.250000 Penalty: 3068.007324
	Iteration 13Q: 3 clusters Score -1601276 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8760 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -1601655.125000 Penalty: 3068.007324
	Iteration 14Q: 3 clusters Score -1601655 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9000 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -1601993.125000 Penalty: 3068.007324
	Iteration 15Q: 3 clusters Score -1601993 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9192 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -1602244.625000 Penalty: 3068.007324
	Iteration 16Q: 3 clusters Score -1602245 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9312 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -1602378.625000 Penalty: 3068.007324
	Iteration 17Q: 3 clusters Score -1602379 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9393 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -1602480.625000 Penalty: 3068.007324
	Iteration 18Q: 3 clusters Score -1602481 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9443 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -1602538.500000 Penalty: 3068.007324
	Iteration 19Q: 3 clusters Score -1602538 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9457 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -1602564.375000 Penalty: 3068.007324
	Iteration 20F: 3 clusters Score -1602564 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9462 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -1602602.875000 Penalty: 3068.007324
	Iteration 21Q: 3 clusters Score -1602603 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9454 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -1602623.750000 Penalty: 3068.007324
	Iteration 22Q: 3 clusters Score -1602624 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9444 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -1602630.875000 Penalty: 3068.007324
	Iteration 23Q: 3 clusters Score -1602631 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9450 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -1602638.500000 Penalty: 3068.007324
	Iteration 24Q: 3 clusters Score -1602638 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9458 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -1602650.125000 Penalty: 3068.007324
	Iteration 25Q: 3 clusters Score -1602650 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9460 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -1602653.625000 Penalty: 3068.007324
	Iteration 26Q: 3 clusters Score -1602654 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9461 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -1602654.875000 Penalty: 3068.007324
	Iteration 27Q: 3 clusters Score -1602655 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9460 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -1602656.875000 Penalty: 3068.007324
	Iteration 28Q: 3 clusters Score -1602657 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9459 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -1602658.500000 Penalty: 3068.007324
	Iteration 29Q: 3 clusters Score -1602658 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9455 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -1602664.375000 Penalty: 3068.007324
	Iteration 30Q: 3 clusters Score -1602664 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9453 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -1602665.875000 Penalty: 3068.007324
	Iteration 31Q: 3 clusters Score -1602666 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9453 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -1602666.750000 Penalty: 3068.007324
	Iteration 32Q: 3 clusters Score -1602667 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9454 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -1602662.125000 Penalty: 3068.007324
	Iteration 33Q: 3 clusters Score -1602662 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9453 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -1602663.625000 Penalty: 3068.007324
	Iteration 34Q: 3 clusters Score -1602664 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9445 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -1602664.500000 Penalty: 3068.007324
	Iteration 35Q: 3 clusters Score -1602664 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9441 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -1602667.750000 Penalty: 3068.007324
	Iteration 36Q: 3 clusters Score -1602668 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9441 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -1602669.375000 Penalty: 3068.007324
	Iteration 37Q: 3 clusters Score -1602669 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9437 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -1602672.000000 Penalty: 3068.007324
	Iteration 38Q: 3 clusters Score -1602672 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9434 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -1602673.125000 Penalty: 3068.007324
	Iteration 39Q: 3 clusters Score -1602673 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9426 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -1602675.625000 Penalty: 3068.007324
	Iteration 40F: 3 clusters Score -1602676 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9418 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -1602678.750000 Penalty: 3068.007324
	Iteration 41Q: 3 clusters Score -1602679 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9415 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -1602680.000000 Penalty: 3068.007324
	Iteration 42Q: 3 clusters Score -1602680 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9411 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -1602674.625000 Penalty: 3068.007324
	Iteration 43Q: 3 clusters Score -1602675 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9409 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -1602678.500000 Penalty: 3068.007324
	Iteration 44Q: 3 clusters Score -1602678 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9402 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -1602684.125000 Penalty: 3068.007324
	Iteration 45Q: 3 clusters Score -1602684 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9395 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -1602684.250000 Penalty: 3068.007324
	Iteration 46Q: 3 clusters Score -1602684 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9385 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -1602685.250000 Penalty: 3068.007324
	Iteration 47Q: 3 clusters Score -1602685 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9374 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -1602683.625000 Penalty: 3068.007324
	Iteration 48Q: 3 clusters Score -1602684 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9359 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -1602688.625000 Penalty: 3068.007324
	Iteration 49Q: 3 clusters Score -1602689 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9346 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -1602689.125000 Penalty: 3068.007324
	Iteration 50Q: 3 clusters Score -1602689 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9342 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -1602692.375000 Penalty: 3068.007324
	Iteration 51Q: 3 clusters Score -1602692 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9338 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -1602695.375000 Penalty: 3068.007324
	Iteration 52Q: 3 clusters Score -1602695 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9333 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -1602691.250000 Penalty: 3068.007324
	Iteration 53Q: 3 clusters Score -1602691 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9327 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -1602693.375000 Penalty: 3068.007324
	Iteration 54Q: 3 clusters Score -1602693 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9322 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -1602695.750000 Penalty: 3068.007324
	Iteration 55Q: 3 clusters Score -1602696 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9317 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -1602694.250000 Penalty: 3068.007324
	Iteration 56Q: 3 clusters Score -1602694 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9315 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -1602692.250000 Penalty: 3068.007324
	Iteration 57Q: 3 clusters Score -1602692 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9310 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -1602694.125000 Penalty: 3068.007324
	Iteration 58Q: 3 clusters Score -1602694 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9307 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -1602695.000000 Penalty: 3068.007324
	Iteration 59Q: 3 clusters Score -1602695 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9304 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -1602695.625000 Penalty: 3068.007324
	Iteration 60F: 3 clusters Score -1602696 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9301 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -1602697.250000 Penalty: 3068.007324
	Iteration 61Q: 3 clusters Score -1602697 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9300 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -1602697.875000 Penalty: 3068.007324
	Iteration 62Q: 3 clusters Score -1602698 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9298 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -1602697.375000 Penalty: 3068.007324
	Iteration 63Q: 3 clusters Score -1602697 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9297 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -1602696.250000 Penalty: 3068.007324
	Iteration 64Q: 3 clusters Score -1602696 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9296 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -1602698.000000 Penalty: 3068.007324
	Iteration 65Q: 3 clusters Score -1602698 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9296 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -1602698.000000 Penalty: 3068.007324
	Iteration 66F: 3 clusters Score -1602698 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (2974 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Entering Unmasked Estep 
Score: -354637.062500 Penalty: 1299.620239
	Iteration 0F: 2 clusters Score -354637.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -351977.687500 Penalty: 2599.240479
	Iteration 0F: 3 clusters Score -351977.7 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -352749.343750 Penalty: 2599.240479
	Iteration 1F: 3 clusters Score -352749.3 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -352971.968750 Penalty: 2599.240479
	Iteration 2F: 3 clusters Score -352972 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -353096.281250 Penalty: 2599.240479
	Iteration 3F: 3 clusters Score -353096.3 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -353207.593750 Penalty: 2599.240479
	Iteration 4F: 3 clusters Score -353207.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -353288.500000 Penalty: 2599.240479
	Iteration 5Q: 3 clusters Score -353288.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -353353.593750 Penalty: 2599.240479
	Iteration 6Q: 3 clusters Score -353353.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -353407.218750 Penalty: 2599.240479
	Iteration 7Q: 3 clusters Score -353407.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -353446.562500 Penalty: 2599.240479
	Iteration 8Q: 3 clusters Score -353446.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -353472.937500 Penalty: 2599.240479
	Iteration 9Q: 3 clusters Score -353472.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -353491.343750 Penalty: 2599.240479
	Iteration 10Q: 3 clusters Score -353491.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -353505.750000 Penalty: 2599.240479
	Iteration 11Q: 3 clusters Score -353505.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -353522.218750 Penalty: 2599.240479
	Iteration 12Q: 3 clusters Score -353522.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -353539.812500 Penalty: 2599.240479
	Iteration 13Q: 3 clusters Score -353539.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -353560.781250 Penalty: 2599.240479
	Iteration 14Q: 3 clusters Score -353560.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -353588.843750 Penalty: 2599.240479
	Iteration 15Q: 3 clusters Score -353588.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -353614.125000 Penalty: 2599.240479
	Iteration 16Q: 3 clusters Score -353614.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -353641.281250 Penalty: 2599.240479
	Iteration 17Q: 3 clusters Score -353641.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -353667.906250 Penalty: 2599.240479
	Iteration 18Q: 3 clusters Score -353667.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -353685.687500 Penalty: 2599.240479
	Iteration 19Q: 3 clusters Score -353685.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -353705.562500 Penalty: 2599.240479
	Iteration 20F: 3 clusters Score -353705.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -353726.031250 Penalty: 2599.240479
	Iteration 21Q: 3 clusters Score -353726 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -353737.312500 Penalty: 2599.240479
	Iteration 22Q: 3 clusters Score -353737.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -353747.250000 Penalty: 2599.240479
	Iteration 23Q: 3 clusters Score -353747.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -353753.750000 Penalty: 2599.240479
	Iteration 24Q: 3 clusters Score -353753.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -353762.593750 Penalty: 2599.240479
	Iteration 25Q: 3 clusters Score -353762.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -353767.343750 Penalty: 2599.240479
	Iteration 26Q: 3 clusters Score -353767.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -353774.718750 Penalty: 2599.240479
	Iteration 27Q: 3 clusters Score -353774.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -353780.750000 Penalty: 2599.240479
	Iteration 28Q: 3 clusters Score -353780.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -353788.250000 Penalty: 2599.240479
	Iteration 29Q: 3 clusters Score -353788.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -353799.187500 Penalty: 2599.240479
	Iteration 30Q: 3 clusters Score -353799.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -353812.500000 Penalty: 2599.240479
	Iteration 31Q: 3 clusters Score -353812.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -353818.687500 Penalty: 2599.240479
	Iteration 32Q: 3 clusters Score -353818.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -353821.437500 Penalty: 2599.240479
	Iteration 33Q: 3 clusters Score -353821.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -353825.781250 Penalty: 2599.240479
	Iteration 34Q: 3 clusters Score -353825.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -353830.812500 Penalty: 2599.240479
	Iteration 35Q: 3 clusters Score -353830.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -353831.437500 Penalty: 2599.240479
	Iteration 36Q: 3 clusters Score -353831.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -353832.312500 Penalty: 2599.240479
	Iteration 37Q: 3 clusters Score -353832.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -353832.312500 Penalty: 2599.240479
	Iteration 38Q: 3 clusters Score -353832.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -353832.656250 Penalty: 2599.240479
	Iteration 39Q: 3 clusters Score -353832.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -353832.656250 Penalty: 2599.240479
	Iteration 40F: 3 clusters Score -353832.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (39275 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39275 members 
Entering Unmasked Estep 
Score: -4969630.500000 Penalty: 1718.980835
	Iteration 0F: 2 clusters Score -4969630 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19792 members 
Mstep: Class 2 contains 19483 members 
Entering Unmasked Estep 
Score: -4943258.500000 Penalty: 3437.961670
	Iteration 0F: 3 clusters Score -4943258 nChanged 18294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21060 members 
Mstep: Class 2 contains 18215 members 
Entering Unmasked Estep 
Score: -4953417.500000 Penalty: 3437.961670
	Iteration 1F: 3 clusters Score -4953418 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21800 members 
Mstep: Class 2 contains 17475 members 
Entering Unmasked Estep 
Score: -4953925.500000 Penalty: 3437.961670
	Iteration 2Q: 3 clusters Score -4953926 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22996 members 
Mstep: Class 2 contains 16279 members 
Entering Unmasked Estep 
Score: -4954623.000000 Penalty: 3437.961670
	Iteration 3Q: 3 clusters Score -4954623 nChanged 2060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24732 members 
Mstep: Class 2 contains 14543 members 
Entering Unmasked Estep 
Score: -4955626.000000 Penalty: 3437.961670
	Iteration 4F: 3 clusters Score -4955626 nChanged 2545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27107 members 
Mstep: Class 2 contains 12168 members 
Entering Unmasked Estep 
Score: -4957239.000000 Penalty: 3437.961670
	Iteration 5F: 3 clusters Score -4957239 nChanged 3080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30103 members 
Mstep: Class 2 contains 9172 members 
Entering Unmasked Estep 
Score: -4959620.000000 Penalty: 3437.961670
	Iteration 6F: 3 clusters Score -4959620 nChanged 3209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33284 members 
Mstep: Class 2 contains 5991 members 
Entering Unmasked Estep 
Score: -4962523.500000 Penalty: 3437.961670
	Iteration 7F: 3 clusters Score -4962524 nChanged 2749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36023 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -4965111.500000 Penalty: 3437.961670
	Iteration 8F: 3 clusters Score -4965112 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37746 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -4966798.000000 Penalty: 3437.961670
	Iteration 9Q: 3 clusters Score -4966798 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38527 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -4967565.500000 Penalty: 3437.961670
	Iteration 10Q: 3 clusters Score -4967566 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38847 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -4967878.000000 Penalty: 3437.961670
	Iteration 11Q: 3 clusters Score -4967878 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38956 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -4968007.000000 Penalty: 3437.961670
	Iteration 12Q: 3 clusters Score -4968007 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38995 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -4968073.000000 Penalty: 3437.961670
	Iteration 13Q: 3 clusters Score -4968073 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39010 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -4968105.000000 Penalty: 3437.961670
	Iteration 14Q: 3 clusters Score -4968105 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39019 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -4968127.000000 Penalty: 3437.961670
	Iteration 15Q: 3 clusters Score -4968127 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39030 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -4968141.500000 Penalty: 3437.961670
	Iteration 16Q: 3 clusters Score -4968142 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39039 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -4968154.500000 Penalty: 3437.961670
	Iteration 17Q: 3 clusters Score -4968154 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39047 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -4968161.000000 Penalty: 3437.961670
	Iteration 18Q: 3 clusters Score -4968161 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39050 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -4968173.000000 Penalty: 3437.961670
	Iteration 19Q: 3 clusters Score -4968173 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39052 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -4968171.000000 Penalty: 3437.961670
	Iteration 20F: 3 clusters Score -4968171 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39054 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -4968174.000000 Penalty: 3437.961670
	Iteration 21Q: 3 clusters Score -4968174 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39054 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -4968176.000000 Penalty: 3437.961670
	Iteration 22Q: 3 clusters Score -4968176 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39054 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -4968176.000000 Penalty: 3437.961670
	Iteration 23F: 3 clusters Score -4968176 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (9239 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9239 members 
Entering Unmasked Estep 
Score: -1236750.125000 Penalty: 1483.818237
	Iteration 0F: 2 clusters Score -1236750 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -1230015.125000 Penalty: 2967.636475
	Iteration 0F: 3 clusters Score -1230015 nChanged 3955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -1232186.000000 Penalty: 2967.636475
	Iteration 1F: 3 clusters Score -1232186 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 5387 members 
Entering Unmasked Estep 
Score: -1232423.375000 Penalty: 2967.636475
	Iteration 2F: 3 clusters Score -1232423 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 5659 members 
Entering Unmasked Estep 
Score: -1232622.875000 Penalty: 2967.636475
	Iteration 3Q: 3 clusters Score -1232623 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 5997 members 
Entering Unmasked Estep 
Score: -1232866.125000 Penalty: 2967.636475
	Iteration 4Q: 3 clusters Score -1232866 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 6404 members 
Entering Unmasked Estep 
Score: -1233141.875000 Penalty: 2967.636475
	Iteration 5F: 3 clusters Score -1233142 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 6874 members 
Entering Unmasked Estep 
Score: -1233462.375000 Penalty: 2967.636475
	Iteration 6F: 3 clusters Score -1233462 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 7361 members 
Entering Unmasked Estep 
Score: -1233846.250000 Penalty: 2967.636475
	Iteration 7F: 3 clusters Score -1233846 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 7864 members 
Entering Unmasked Estep 
Score: -1234292.875000 Penalty: 2967.636475
	Iteration 8F: 3 clusters Score -1234293 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 8279 members 
Entering Unmasked Estep 
Score: -1234683.250000 Penalty: 2967.636475
	Iteration 9Q: 3 clusters Score -1234683 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 8573 members 
Entering Unmasked Estep 
Score: -1234972.000000 Penalty: 2967.636475
	Iteration 10Q: 3 clusters Score -1234972 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 8754 members 
Entering Unmasked Estep 
Score: -1235156.250000 Penalty: 2967.636475
	Iteration 11Q: 3 clusters Score -1235156 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 8855 members 
Entering Unmasked Estep 
Score: -1235273.000000 Penalty: 2967.636475
	Iteration 12Q: 3 clusters Score -1235273 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 8919 members 
Entering Unmasked Estep 
Score: -1235347.625000 Penalty: 2967.636475
	Iteration 13Q: 3 clusters Score -1235348 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 8966 members 
Entering Unmasked Estep 
Score: -1235401.750000 Penalty: 2967.636475
	Iteration 14Q: 3 clusters Score -1235402 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 8989 members 
Entering Unmasked Estep 
Score: -1235431.250000 Penalty: 2967.636475
	Iteration 15Q: 3 clusters Score -1235431 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 8997 members 
Entering Unmasked Estep 
Score: -1235447.250000 Penalty: 2967.636475
	Iteration 16Q: 3 clusters Score -1235447 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 9002 members 
Entering Unmasked Estep 
Score: -1235451.375000 Penalty: 2967.636475
	Iteration 17Q: 3 clusters Score -1235451 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 9007 members 
Entering Unmasked Estep 
Score: -1235454.750000 Penalty: 2967.636475
	Iteration 18Q: 3 clusters Score -1235455 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 9008 members 
Entering Unmasked Estep 
Score: -1235455.750000 Penalty: 2967.636475
	Iteration 19Q: 3 clusters Score -1235456 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 9011 members 
Entering Unmasked Estep 
Score: -1235457.750000 Penalty: 2967.636475
	Iteration 20F: 3 clusters Score -1235458 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 9014 members 
Entering Unmasked Estep 
Score: -1235461.000000 Penalty: 2967.636475
	Iteration 21Q: 3 clusters Score -1235461 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 9016 members 
Entering Unmasked Estep 
Score: -1235463.625000 Penalty: 2967.636475
	Iteration 22Q: 3 clusters Score -1235464 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 9019 members 
Entering Unmasked Estep 
Score: -1235466.000000 Penalty: 2967.636475
	Iteration 23Q: 3 clusters Score -1235466 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 9021 members 
Entering Unmasked Estep 
Score: -1235467.000000 Penalty: 2967.636475
	Iteration 24Q: 3 clusters Score -1235467 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 9022 members 
Entering Unmasked Estep 
Score: -1235468.750000 Penalty: 2967.636475
	Iteration 25Q: 3 clusters Score -1235469 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 9023 members 
Entering Unmasked Estep 
Score: -1235470.125000 Penalty: 2967.636475
	Iteration 26Q: 3 clusters Score -1235470 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 9023 members 
Entering Unmasked Estep 
Score: -1235470.125000 Penalty: 2967.636475
	Iteration 27F: 3 clusters Score -1235470 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (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: -478356.281250 Penalty: 1344.583008
	Iteration 0F: 2 clusters Score -478356.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -475043.656250 Penalty: 2689.166016
	Iteration 0F: 3 clusters Score -475043.7 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -475965.750000 Penalty: 2689.166016
	Iteration 1F: 3 clusters Score -475965.8 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -476159.343750 Penalty: 2689.166016
	Iteration 2F: 3 clusters Score -476159.3 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -476281.000000 Penalty: 2689.166016
	Iteration 3F: 3 clusters Score -476281 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -476363.031250 Penalty: 2689.166016
	Iteration 4Q: 3 clusters Score -476363 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -476430.250000 Penalty: 2689.166016
	Iteration 5Q: 3 clusters Score -476430.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -476495.531250 Penalty: 2689.166016
	Iteration 6Q: 3 clusters Score -476495.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -476554.781250 Penalty: 2689.166016
	Iteration 7Q: 3 clusters Score -476554.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -476619.375000 Penalty: 2689.166016
	Iteration 8Q: 3 clusters Score -476619.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -476669.093750 Penalty: 2689.166016
	Iteration 9Q: 3 clusters Score -476669.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -476730.125000 Penalty: 2689.166016
	Iteration 10Q: 3 clusters Score -476730.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -476808.656250 Penalty: 2689.166016
	Iteration 11Q: 3 clusters Score -476808.7 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -476866.125000 Penalty: 2689.166016
	Iteration 12Q: 3 clusters Score -476866.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -476911.812500 Penalty: 2689.166016
	Iteration 13Q: 3 clusters Score -476911.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -476945.812500 Penalty: 2689.166016
	Iteration 14Q: 3 clusters Score -476945.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -476980.968750 Penalty: 2689.166016
	Iteration 15Q: 3 clusters Score -476981 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -477010.593750 Penalty: 2689.166016
	Iteration 16Q: 3 clusters Score -477010.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -477037.937500 Penalty: 2689.166016
	Iteration 17Q: 3 clusters Score -477037.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -477060.156250 Penalty: 2689.166016
	Iteration 18Q: 3 clusters Score -477060.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -477087.312500 Penalty: 2689.166016
	Iteration 19Q: 3 clusters Score -477087.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -477110.125000 Penalty: 2689.166016
	Iteration 20F: 3 clusters Score -477110.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -477133.093750 Penalty: 2689.166016
	Iteration 21Q: 3 clusters Score -477133.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -477154.718750 Penalty: 2689.166016
	Iteration 22Q: 3 clusters Score -477154.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -477178.593750 Penalty: 2689.166016
	Iteration 23Q: 3 clusters Score -477178.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -477204.593750 Penalty: 2689.166016
	Iteration 24Q: 3 clusters Score -477204.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -477231.750000 Penalty: 2689.166016
	Iteration 25Q: 3 clusters Score -477231.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -477259.375000 Penalty: 2689.166016
	Iteration 26Q: 3 clusters Score -477259.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -477280.593750 Penalty: 2689.166016
	Iteration 27Q: 3 clusters Score -477280.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -477301.125000 Penalty: 2689.166016
	Iteration 28Q: 3 clusters Score -477301.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -477314.281250 Penalty: 2689.166016
	Iteration 29Q: 3 clusters Score -477314.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -477324.781250 Penalty: 2689.166016
	Iteration 30Q: 3 clusters Score -477324.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -477331.656250 Penalty: 2689.166016
	Iteration 31Q: 3 clusters Score -477331.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -477336.843750 Penalty: 2689.166016
	Iteration 32Q: 3 clusters Score -477336.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -477347.625000 Penalty: 2689.166016
	Iteration 33Q: 3 clusters Score -477347.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -477358.687500 Penalty: 2689.166016
	Iteration 34Q: 3 clusters Score -477358.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -477367.593750 Penalty: 2689.166016
	Iteration 35Q: 3 clusters Score -477367.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -477376.531250 Penalty: 2689.166016
	Iteration 36Q: 3 clusters Score -477376.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -477383.781250 Penalty: 2689.166016
	Iteration 37Q: 3 clusters Score -477383.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -477392.218750 Penalty: 2689.166016
	Iteration 38Q: 3 clusters Score -477392.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -477403.656250 Penalty: 2689.166016
	Iteration 39Q: 3 clusters Score -477403.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -477414.937500 Penalty: 2689.166016
	Iteration 40F: 3 clusters Score -477414.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -477424.843750 Penalty: 2689.166016
	Iteration 41Q: 3 clusters Score -477424.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -477436.000000 Penalty: 2689.166016
	Iteration 42Q: 3 clusters Score -477436 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -477444.031250 Penalty: 2689.166016
	Iteration 43Q: 3 clusters Score -477444 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -477451.812500 Penalty: 2689.166016
	Iteration 44Q: 3 clusters Score -477451.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -477456.125000 Penalty: 2689.166016
	Iteration 45Q: 3 clusters Score -477456.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -477463.875000 Penalty: 2689.166016
	Iteration 46Q: 3 clusters Score -477463.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -477470.937500 Penalty: 2689.166016
	Iteration 47Q: 3 clusters Score -477470.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -477478.625000 Penalty: 2689.166016
	Iteration 48Q: 3 clusters Score -477478.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -477486.250000 Penalty: 2689.166016
	Iteration 49Q: 3 clusters Score -477486.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -477497.375000 Penalty: 2689.166016
	Iteration 50Q: 3 clusters Score -477497.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -477514.562500 Penalty: 2689.166016
	Iteration 51Q: 3 clusters Score -477514.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -477535.281250 Penalty: 2689.166016
	Iteration 52Q: 3 clusters Score -477535.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -477559.312500 Penalty: 2689.166016
	Iteration 53Q: 3 clusters Score -477559.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -477582.031250 Penalty: 2689.166016
	Iteration 54Q: 3 clusters Score -477582 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -477606.093750 Penalty: 2689.166016
	Iteration 55Q: 3 clusters Score -477606.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -477626.125000 Penalty: 2689.166016
	Iteration 56Q: 3 clusters Score -477626.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -477657.031250 Penalty: 2689.166016
	Iteration 57Q: 3 clusters Score -477657 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -477694.125000 Penalty: 2689.166016
	Iteration 58Q: 3 clusters Score -477694.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -477734.906250 Penalty: 2689.166016
	Iteration 59Q: 3 clusters Score -477734.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -477766.468750 Penalty: 2689.166016
	Iteration 60F: 3 clusters Score -477766.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -477788.031250 Penalty: 2689.166016
	Iteration 61Q: 3 clusters Score -477788 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -477806.531250 Penalty: 2689.166016
	Iteration 62Q: 3 clusters Score -477806.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -477815.312500 Penalty: 2689.166016
	Iteration 63Q: 3 clusters Score -477815.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -477819.906250 Penalty: 2689.166016
	Iteration 64Q: 3 clusters Score -477819.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -477825.968750 Penalty: 2689.166016
	Iteration 65Q: 3 clusters Score -477826 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -477830.281250 Penalty: 2689.166016
	Iteration 66Q: 3 clusters Score -477830.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -477833.375000 Penalty: 2689.166016
	Iteration 67Q: 3 clusters Score -477833.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -477834.187500 Penalty: 2689.166016
	Iteration 68Q: 3 clusters Score -477834.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -477835.531250 Penalty: 2689.166016
	Iteration 69Q: 3 clusters Score -477835.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -477835.531250 Penalty: 2689.166016
	Iteration 70F: 3 clusters Score -477835.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (8847 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8847 members 
Entering Unmasked Estep 
Score: -1105442.125000 Penalty: 1476.772949
	Iteration 0F: 2 clusters Score -1105442 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -1098986.875000 Penalty: 2953.545898
	Iteration 0F: 3 clusters Score -1098987 nChanged 3821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -1101100.875000 Penalty: 2953.545898
	Iteration 1F: 3 clusters Score -1101101 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -1101469.750000 Penalty: 2953.545898
	Iteration 2F: 3 clusters Score -1101470 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -1101896.875000 Penalty: 2953.545898
	Iteration 3F: 3 clusters Score -1101897 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 5228 members 
Entering Unmasked Estep 
Score: -1102352.125000 Penalty: 2953.545898
	Iteration 4F: 3 clusters Score -1102352 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 5446 members 
Entering Unmasked Estep 
Score: -1102789.625000 Penalty: 2953.545898
	Iteration 5F: 3 clusters Score -1102790 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 5605 members 
Entering Unmasked Estep 
Score: -1103144.000000 Penalty: 2953.545898
	Iteration 6F: 3 clusters Score -1103144 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 5707 members 
Entering Unmasked Estep 
Score: -1103357.875000 Penalty: 2953.545898
	Iteration 7Q: 3 clusters Score -1103358 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 5765 members 
Entering Unmasked Estep 
Score: -1103461.250000 Penalty: 2953.545898
	Iteration 8Q: 3 clusters Score -1103461 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 5778 members 
Entering Unmasked Estep 
Score: -1103513.000000 Penalty: 2953.545898
	Iteration 9Q: 3 clusters Score -1103513 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 5771 members 
Entering Unmasked Estep 
Score: -1103547.500000 Penalty: 2953.545898
	Iteration 10Q: 3 clusters Score -1103548 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 5773 members 
Entering Unmasked Estep 
Score: -1103568.500000 Penalty: 2953.545898
	Iteration 11Q: 3 clusters Score -1103568 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 5779 members 
Entering Unmasked Estep 
Score: -1103580.250000 Penalty: 2953.545898
	Iteration 12Q: 3 clusters Score -1103580 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 5788 members 
Entering Unmasked Estep 
Score: -1103589.375000 Penalty: 2953.545898
	Iteration 13Q: 3 clusters Score -1103589 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 5801 members 
Entering Unmasked Estep 
Score: -1103600.375000 Penalty: 2953.545898
	Iteration 14Q: 3 clusters Score -1103600 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 5811 members 
Entering Unmasked Estep 
Score: -1103607.375000 Penalty: 2953.545898
	Iteration 15Q: 3 clusters Score -1103607 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 5805 members 
Entering Unmasked Estep 
Score: -1103616.125000 Penalty: 2953.545898
	Iteration 16Q: 3 clusters Score -1103616 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 5809 members 
Entering Unmasked Estep 
Score: -1103619.375000 Penalty: 2953.545898
	Iteration 17Q: 3 clusters Score -1103619 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 5808 members 
Entering Unmasked Estep 
Score: -1103623.750000 Penalty: 2953.545898
	Iteration 18Q: 3 clusters Score -1103624 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 5808 members 
Entering Unmasked Estep 
Score: -1103624.625000 Penalty: 2953.545898
	Iteration 19Q: 3 clusters Score -1103625 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 5811 members 
Entering Unmasked Estep 
Score: -1103626.875000 Penalty: 2953.545898
	Iteration 20F: 3 clusters Score -1103627 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 5816 members 
Entering Unmasked Estep 
Score: -1103629.750000 Penalty: 2953.545898
	Iteration 21Q: 3 clusters Score -1103630 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 5819 members 
Entering Unmasked Estep 
Score: -1103632.125000 Penalty: 2953.545898
	Iteration 22Q: 3 clusters Score -1103632 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 5820 members 
Entering Unmasked Estep 
Score: -1103630.375000 Penalty: 2953.545898
	Iteration 23Q: 3 clusters Score -1103630 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 5818 members 
Entering Unmasked Estep 
Score: -1103632.375000 Penalty: 2953.545898
	Iteration 24Q: 3 clusters Score -1103632 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 5815 members 
Entering Unmasked Estep 
Score: -1103631.750000 Penalty: 2953.545898
	Iteration 25Q: 3 clusters Score -1103632 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 5815 members 
Entering Unmasked Estep 
Score: -1103631.250000 Penalty: 2953.545898
	Iteration 26Q: 3 clusters Score -1103631 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 5816 members 
Entering Unmasked Estep 
Score: -1103629.750000 Penalty: 2953.545898
	Iteration 27Q: 3 clusters Score -1103630 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 5816 members 
Entering Unmasked Estep 
Score: -1103629.750000 Penalty: 2953.545898
	Iteration 28F: 3 clusters Score -1103630 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (3671 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Entering Unmasked Estep 
Score: -452287.812500 Penalty: 1333.835693
	Iteration 0F: 2 clusters Score -452287.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -449138.437500 Penalty: 2667.671387
	Iteration 0F: 3 clusters Score -449138.4 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -450012.750000 Penalty: 2667.671387
	Iteration 1F: 3 clusters Score -450012.8 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -450209.500000 Penalty: 2667.671387
	Iteration 2F: 3 clusters Score -450209.5 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -450329.843750 Penalty: 2667.671387
	Iteration 3F: 3 clusters Score -450329.8 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -450415.562500 Penalty: 2667.671387
	Iteration 4Q: 3 clusters Score -450415.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -450488.937500 Penalty: 2667.671387
	Iteration 5Q: 3 clusters Score -450488.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -450556.625000 Penalty: 2667.671387
	Iteration 6Q: 3 clusters Score -450556.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -450609.906250 Penalty: 2667.671387
	Iteration 7Q: 3 clusters Score -450609.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -450655.343750 Penalty: 2667.671387
	Iteration 8Q: 3 clusters Score -450655.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -450693.625000 Penalty: 2667.671387
	Iteration 9Q: 3 clusters Score -450693.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -450724.281250 Penalty: 2667.671387
	Iteration 10Q: 3 clusters Score -450724.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -450748.468750 Penalty: 2667.671387
	Iteration 11Q: 3 clusters Score -450748.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -450775.875000 Penalty: 2667.671387
	Iteration 12Q: 3 clusters Score -450775.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -450805.625000 Penalty: 2667.671387
	Iteration 13Q: 3 clusters Score -450805.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -450844.750000 Penalty: 2667.671387
	Iteration 14Q: 3 clusters Score -450844.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -450893.375000 Penalty: 2667.671387
	Iteration 15Q: 3 clusters Score -450893.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -450938.843750 Penalty: 2667.671387
	Iteration 16Q: 3 clusters Score -450938.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -450975.562500 Penalty: 2667.671387
	Iteration 17Q: 3 clusters Score -450975.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -451009.343750 Penalty: 2667.671387
	Iteration 18Q: 3 clusters Score -451009.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -451049.656250 Penalty: 2667.671387
	Iteration 19Q: 3 clusters Score -451049.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -451078.187500 Penalty: 2667.671387
	Iteration 20F: 3 clusters Score -451078.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -451108.937500 Penalty: 2667.671387
	Iteration 21Q: 3 clusters Score -451108.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -451129.687500 Penalty: 2667.671387
	Iteration 22Q: 3 clusters Score -451129.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -451144.531250 Penalty: 2667.671387
	Iteration 23Q: 3 clusters Score -451144.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -451155.593750 Penalty: 2667.671387
	Iteration 24Q: 3 clusters Score -451155.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -451165.875000 Penalty: 2667.671387
	Iteration 25Q: 3 clusters Score -451165.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -451177.687500 Penalty: 2667.671387
	Iteration 26Q: 3 clusters Score -451177.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -451189.812500 Penalty: 2667.671387
	Iteration 27Q: 3 clusters Score -451189.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -451199.187500 Penalty: 2667.671387
	Iteration 28Q: 3 clusters Score -451199.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -451206.687500 Penalty: 2667.671387
	Iteration 29Q: 3 clusters Score -451206.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -451211.250000 Penalty: 2667.671387
	Iteration 30Q: 3 clusters Score -451211.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -451215.937500 Penalty: 2667.671387
	Iteration 31Q: 3 clusters Score -451215.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -451220.218750 Penalty: 2667.671387
	Iteration 32Q: 3 clusters Score -451220.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -451224.093750 Penalty: 2667.671387
	Iteration 33Q: 3 clusters Score -451224.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -451225.593750 Penalty: 2667.671387
	Iteration 34Q: 3 clusters Score -451225.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -451227.718750 Penalty: 2667.671387
	Iteration 35Q: 3 clusters Score -451227.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -451227.812500 Penalty: 2667.671387
	Iteration 36Q: 3 clusters Score -451227.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -451229.531250 Penalty: 2667.671387
	Iteration 37Q: 3 clusters Score -451229.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -451230.531250 Penalty: 2667.671387
	Iteration 38Q: 3 clusters Score -451230.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -451231.375000 Penalty: 2667.671387
	Iteration 39Q: 3 clusters Score -451231.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -451231.218750 Penalty: 2667.671387
	Iteration 40F: 3 clusters Score -451231.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (8174 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8174 members 
Entering Unmasked Estep 
Score: -919924.000000 Penalty: 1463.916016
	Iteration 0F: 2 clusters Score -919924 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -913914.187500 Penalty: 2927.832031
	Iteration 0F: 3 clusters Score -913914.2 nChanged 3522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -915949.812500 Penalty: 2927.832031
	Iteration 1F: 3 clusters Score -915949.8 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -916290.500000 Penalty: 2927.832031
	Iteration 2F: 3 clusters Score -916290.5 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -916600.062500 Penalty: 2927.832031
	Iteration 3F: 3 clusters Score -916600.1 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -916884.500000 Penalty: 2927.832031
	Iteration 4F: 3 clusters Score -916884.5 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -917175.875000 Penalty: 2927.832031
	Iteration 5F: 3 clusters Score -917175.9 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5676 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -917475.625000 Penalty: 2927.832031
	Iteration 6F: 3 clusters Score -917475.6 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5938 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -917775.437500 Penalty: 2927.832031
	Iteration 7Q: 3 clusters Score -917775.4 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6151 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -918027.437500 Penalty: 2927.832031
	Iteration 8Q: 3 clusters Score -918027.4 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6315 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -918210.375000 Penalty: 2927.832031
	Iteration 9Q: 3 clusters Score -918210.4 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6456 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -918346.625000 Penalty: 2927.832031
	Iteration 10Q: 3 clusters Score -918346.6 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6596 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -918453.812500 Penalty: 2927.832031
	Iteration 11Q: 3 clusters Score -918453.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6689 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -918529.625000 Penalty: 2927.832031
	Iteration 12Q: 3 clusters Score -918529.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6775 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -918596.000000 Penalty: 2927.832031
	Iteration 13Q: 3 clusters Score -918596 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6854 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -918652.562500 Penalty: 2927.832031
	Iteration 14Q: 3 clusters Score -918652.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6935 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -918706.562500 Penalty: 2927.832031
	Iteration 15Q: 3 clusters Score -918706.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6996 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -918745.437500 Penalty: 2927.832031
	Iteration 16Q: 3 clusters Score -918745.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7038 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -918783.250000 Penalty: 2927.832031
	Iteration 17Q: 3 clusters Score -918783.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7080 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -918808.062500 Penalty: 2927.832031
	Iteration 18Q: 3 clusters Score -918808.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7107 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -918826.875000 Penalty: 2927.832031
	Iteration 19Q: 3 clusters Score -918826.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7124 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -918845.937500 Penalty: 2927.832031
	Iteration 20F: 3 clusters Score -918845.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7142 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -918861.375000 Penalty: 2927.832031
	Iteration 21Q: 3 clusters Score -918861.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7152 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -918869.187500 Penalty: 2927.832031
	Iteration 22Q: 3 clusters Score -918869.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7166 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -918876.500000 Penalty: 2927.832031
	Iteration 23Q: 3 clusters Score -918876.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7184 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -918884.687500 Penalty: 2927.832031
	Iteration 24Q: 3 clusters Score -918884.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7198 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -918891.875000 Penalty: 2927.832031
	Iteration 25Q: 3 clusters Score -918891.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7205 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -918893.625000 Penalty: 2927.832031
	Iteration 26Q: 3 clusters Score -918893.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7208 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -918897.437500 Penalty: 2927.832031
	Iteration 27Q: 3 clusters Score -918897.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7213 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -918898.250000 Penalty: 2927.832031
	Iteration 28Q: 3 clusters Score -918898.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7217 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -918900.437500 Penalty: 2927.832031
	Iteration 29Q: 3 clusters Score -918900.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7221 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -918901.250000 Penalty: 2927.832031
	Iteration 30Q: 3 clusters Score -918901.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7224 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -918902.750000 Penalty: 2927.832031
	Iteration 31Q: 3 clusters Score -918902.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7227 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -918903.687500 Penalty: 2927.832031
	Iteration 32Q: 3 clusters Score -918903.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7228 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -918902.937500 Penalty: 2927.832031
	Iteration 33Q: 3 clusters Score -918902.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7229 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -918904.750000 Penalty: 2927.832031
	Iteration 34Q: 3 clusters Score -918904.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7230 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -918906.062500 Penalty: 2927.832031
	Iteration 35Q: 3 clusters Score -918906.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7231 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -918906.625000 Penalty: 2927.832031
	Iteration 36Q: 3 clusters Score -918906.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7232 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -918905.375000 Penalty: 2927.832031
	Iteration 37Q: 3 clusters Score -918905.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7233 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -918905.687500 Penalty: 2927.832031
	Iteration 38Q: 3 clusters Score -918905.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7233 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -918905.687500 Penalty: 2927.832031
	Iteration 39F: 3 clusters Score -918905.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (6680 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6680 members 
Entering Unmasked Estep 
Score: -844747.750000 Penalty: 1431.116943
	Iteration 0F: 2 clusters Score -844747.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -839690.500000 Penalty: 2862.233887
	Iteration 0F: 3 clusters Score -839690.5 nChanged 2774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -841169.812500 Penalty: 2862.233887
	Iteration 1F: 3 clusters Score -841169.8 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -841415.250000 Penalty: 2862.233887
	Iteration 2F: 3 clusters Score -841415.2 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -841600.187500 Penalty: 2862.233887
	Iteration 3F: 3 clusters Score -841600.2 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -841736.937500 Penalty: 2862.233887
	Iteration 4Q: 3 clusters Score -841736.9 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -841836.750000 Penalty: 2862.233887
	Iteration 5Q: 3 clusters Score -841836.8 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -841925.875000 Penalty: 2862.233887
	Iteration 6Q: 3 clusters Score -841925.9 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -841995.625000 Penalty: 2862.233887
	Iteration 7Q: 3 clusters Score -841995.6 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -842062.875000 Penalty: 2862.233887
	Iteration 8Q: 3 clusters Score -842062.9 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -842130.625000 Penalty: 2862.233887
	Iteration 9Q: 3 clusters Score -842130.6 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -842183.250000 Penalty: 2862.233887
	Iteration 10Q: 3 clusters Score -842183.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -842228.000000 Penalty: 2862.233887
	Iteration 11Q: 3 clusters Score -842228 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -842276.687500 Penalty: 2862.233887
	Iteration 12Q: 3 clusters Score -842276.7 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -842322.000000 Penalty: 2862.233887
	Iteration 13Q: 3 clusters Score -842322 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -842370.937500 Penalty: 2862.233887
	Iteration 14Q: 3 clusters Score -842370.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -842414.437500 Penalty: 2862.233887
	Iteration 15Q: 3 clusters Score -842414.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -842448.687500 Penalty: 2862.233887
	Iteration 16Q: 3 clusters Score -842448.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -842486.000000 Penalty: 2862.233887
	Iteration 17Q: 3 clusters Score -842486 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -842517.937500 Penalty: 2862.233887
	Iteration 18Q: 3 clusters Score -842517.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -842546.062500 Penalty: 2862.233887
	Iteration 19Q: 3 clusters Score -842546.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -842573.125000 Penalty: 2862.233887
	Iteration 20F: 3 clusters Score -842573.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -842591.875000 Penalty: 2862.233887
	Iteration 21Q: 3 clusters Score -842591.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -842613.437500 Penalty: 2862.233887
	Iteration 22Q: 3 clusters Score -842613.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -842629.437500 Penalty: 2862.233887
	Iteration 23Q: 3 clusters Score -842629.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -842644.812500 Penalty: 2862.233887
	Iteration 24Q: 3 clusters Score -842644.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -842672.937500 Penalty: 2862.233887
	Iteration 25Q: 3 clusters Score -842672.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -842699.750000 Penalty: 2862.233887
	Iteration 26Q: 3 clusters Score -842699.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -842731.062500 Penalty: 2862.233887
	Iteration 27Q: 3 clusters Score -842731.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -842761.750000 Penalty: 2862.233887
	Iteration 28Q: 3 clusters Score -842761.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -842796.250000 Penalty: 2862.233887
	Iteration 29Q: 3 clusters Score -842796.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -842836.500000 Penalty: 2862.233887
	Iteration 30Q: 3 clusters Score -842836.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 4783 members 
Entering Unmasked Estep 
Score: -842876.625000 Penalty: 2862.233887
	Iteration 31Q: 3 clusters Score -842876.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -842920.125000 Penalty: 2862.233887
	Iteration 32Q: 3 clusters Score -842920.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -842956.812500 Penalty: 2862.233887
	Iteration 33Q: 3 clusters Score -842956.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 5068 members 
Entering Unmasked Estep 
Score: -843001.250000 Penalty: 2862.233887
	Iteration 34Q: 3 clusters Score -843001.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 5157 members 
Entering Unmasked Estep 
Score: -843040.937500 Penalty: 2862.233887
	Iteration 35Q: 3 clusters Score -843040.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 5230 members 
Entering Unmasked Estep 
Score: -843074.625000 Penalty: 2862.233887
	Iteration 36Q: 3 clusters Score -843074.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -843108.250000 Penalty: 2862.233887
	Iteration 37Q: 3 clusters Score -843108.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -843142.500000 Penalty: 2862.233887
	Iteration 38Q: 3 clusters Score -843142.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 5438 members 
Entering Unmasked Estep 
Score: -843179.562500 Penalty: 2862.233887
	Iteration 39Q: 3 clusters Score -843179.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 5507 members 
Entering Unmasked Estep 
Score: -843229.062500 Penalty: 2862.233887
	Iteration 40F: 3 clusters Score -843229.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 5581 members 
Entering Unmasked Estep 
Score: -843273.937500 Penalty: 2862.233887
	Iteration 41Q: 3 clusters Score -843273.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 5641 members 
Entering Unmasked Estep 
Score: -843307.812500 Penalty: 2862.233887
	Iteration 42Q: 3 clusters Score -843307.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 5683 members 
Entering Unmasked Estep 
Score: -843326.875000 Penalty: 2862.233887
	Iteration 43Q: 3 clusters Score -843326.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 5720 members 
Entering Unmasked Estep 
Score: -843349.625000 Penalty: 2862.233887
	Iteration 44Q: 3 clusters Score -843349.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 5758 members 
Entering Unmasked Estep 
Score: -843374.125000 Penalty: 2862.233887
	Iteration 45Q: 3 clusters Score -843374.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 5803 members 
Entering Unmasked Estep 
Score: -843398.375000 Penalty: 2862.233887
	Iteration 46Q: 3 clusters Score -843398.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 5840 members 
Entering Unmasked Estep 
Score: -843415.062500 Penalty: 2862.233887
	Iteration 47Q: 3 clusters Score -843415.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 5877 members 
Entering Unmasked Estep 
Score: -843438.875000 Penalty: 2862.233887
	Iteration 48Q: 3 clusters Score -843438.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 5913 members 
Entering Unmasked Estep 
Score: -843463.125000 Penalty: 2862.233887
	Iteration 49Q: 3 clusters Score -843463.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 5952 members 
Entering Unmasked Estep 
Score: -843485.875000 Penalty: 2862.233887
	Iteration 50Q: 3 clusters Score -843485.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 5984 members 
Entering Unmasked Estep 
Score: -843502.750000 Penalty: 2862.233887
	Iteration 51Q: 3 clusters Score -843502.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 6006 members 
Entering Unmasked Estep 
Score: -843514.812500 Penalty: 2862.233887
	Iteration 52Q: 3 clusters Score -843514.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 6025 members 
Entering Unmasked Estep 
Score: -843529.562500 Penalty: 2862.233887
	Iteration 53Q: 3 clusters Score -843529.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 6033 members 
Entering Unmasked Estep 
Score: -843535.312500 Penalty: 2862.233887
	Iteration 54Q: 3 clusters Score -843535.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 6040 members 
Entering Unmasked Estep 
Score: -843540.687500 Penalty: 2862.233887
	Iteration 55Q: 3 clusters Score -843540.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 6049 members 
Entering Unmasked Estep 
Score: -843546.750000 Penalty: 2862.233887
	Iteration 56Q: 3 clusters Score -843546.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 6054 members 
Entering Unmasked Estep 
Score: -843550.750000 Penalty: 2862.233887
	Iteration 57Q: 3 clusters Score -843550.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 6058 members 
Entering Unmasked Estep 
Score: -843550.875000 Penalty: 2862.233887
	Iteration 58Q: 3 clusters Score -843550.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 6059 members 
Entering Unmasked Estep 
Score: -843552.375000 Penalty: 2862.233887
	Iteration 59Q: 3 clusters Score -843552.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 6059 members 
Entering Unmasked Estep 
Score: -843552.375000 Penalty: 2862.233887
	Iteration 60F: 3 clusters Score -843552.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (22936 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22936 members 
Entering Unmasked Estep 
Score: -2896073.000000 Penalty: 1631.575317
	Iteration 0F: 2 clusters Score -2896073 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11474 members 
Mstep: Class 2 contains 11462 members 
Entering Unmasked Estep 
Score: -2880516.000000 Penalty: 3263.150635
	Iteration 0F: 3 clusters Score -2880516 nChanged 10460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11232 members 
Mstep: Class 2 contains 11704 members 
Entering Unmasked Estep 
Score: -2886171.000000 Penalty: 3263.150635
	Iteration 1F: 3 clusters Score -2886171 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10931 members 
Mstep: Class 2 contains 12005 members 
Entering Unmasked Estep 
Score: -2886694.750000 Penalty: 3263.150635
	Iteration 2F: 3 clusters Score -2886695 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10489 members 
Mstep: Class 2 contains 12447 members 
Entering Unmasked Estep 
Score: -2887385.250000 Penalty: 3263.150635
	Iteration 3F: 3 clusters Score -2887385 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9813 members 
Mstep: Class 2 contains 13123 members 
Entering Unmasked Estep 
Score: -2888271.250000 Penalty: 3263.150635
	Iteration 4F: 3 clusters Score -2888271 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8969 members 
Mstep: Class 2 contains 13967 members 
Entering Unmasked Estep 
Score: -2889203.750000 Penalty: 3263.150635
	Iteration 5F: 3 clusters Score -2889204 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7931 members 
Mstep: Class 2 contains 15005 members 
Entering Unmasked Estep 
Score: -2890088.250000 Penalty: 3263.150635
	Iteration 6F: 3 clusters Score -2890088 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6793 members 
Mstep: Class 2 contains 16143 members 
Entering Unmasked Estep 
Score: -2891004.250000 Penalty: 3263.150635
	Iteration 7F: 3 clusters Score -2891004 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5603 members 
Mstep: Class 2 contains 17333 members 
Entering Unmasked Estep 
Score: -2891988.750000 Penalty: 3263.150635
	Iteration 8F: 3 clusters Score -2891989 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 18467 members 
Entering Unmasked Estep 
Score: -2892946.000000 Penalty: 3263.150635
	Iteration 9F: 3 clusters Score -2892946 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 19428 members 
Entering Unmasked Estep 
Score: -2893736.500000 Penalty: 3263.150635
	Iteration 10Q: 3 clusters Score -2893736 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 20163 members 
Entering Unmasked Estep 
Score: -2894302.750000 Penalty: 3263.150635
	Iteration 11Q: 3 clusters Score -2894303 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 20712 members 
Entering Unmasked Estep 
Score: -2894718.500000 Penalty: 3263.150635
	Iteration 12Q: 3 clusters Score -2894718 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 21113 members 
Entering Unmasked Estep 
Score: -2895040.000000 Penalty: 3263.150635
	Iteration 13Q: 3 clusters Score -2895040 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 21424 members 
Entering Unmasked Estep 
Score: -2895315.250000 Penalty: 3263.150635
	Iteration 14Q: 3 clusters Score -2895315 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 21648 members 
Entering Unmasked Estep 
Score: -2895504.750000 Penalty: 3263.150635
	Iteration 15Q: 3 clusters Score -2895505 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 21794 members 
Entering Unmasked Estep 
Score: -2895622.750000 Penalty: 3263.150635
	Iteration 16Q: 3 clusters Score -2895623 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 21902 members 
Entering Unmasked Estep 
Score: -2895706.250000 Penalty: 3263.150635
	Iteration 17Q: 3 clusters Score -2895706 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 21971 members 
Entering Unmasked Estep 
Score: -2895765.500000 Penalty: 3263.150635
	Iteration 18Q: 3 clusters Score -2895766 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 22017 members 
Entering Unmasked Estep 
Score: -2895799.750000 Penalty: 3263.150635
	Iteration 19Q: 3 clusters Score -2895800 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 22063 members 
Entering Unmasked Estep 
Score: -2895840.750000 Penalty: 3263.150635
	Iteration 20F: 3 clusters Score -2895841 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 22106 members 
Entering Unmasked Estep 
Score: -2895884.250000 Penalty: 3263.150635
	Iteration 21Q: 3 clusters Score -2895884 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 22141 members 
Entering Unmasked Estep 
Score: -2895918.000000 Penalty: 3263.150635
	Iteration 22Q: 3 clusters Score -2895918 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 22173 members 
Entering Unmasked Estep 
Score: -2895937.250000 Penalty: 3263.150635
	Iteration 23Q: 3 clusters Score -2895937 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 22194 members 
Entering Unmasked Estep 
Score: -2895955.250000 Penalty: 3263.150635
	Iteration 24Q: 3 clusters Score -2895955 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 22213 members 
Entering Unmasked Estep 
Score: -2895976.750000 Penalty: 3263.150635
	Iteration 25Q: 3 clusters Score -2895977 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 22228 members 
Entering Unmasked Estep 
Score: -2895990.250000 Penalty: 3263.150635
	Iteration 26Q: 3 clusters Score -2895990 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 22236 members 
Entering Unmasked Estep 
Score: -2895989.000000 Penalty: 3263.150635
	Iteration 27Q: 3 clusters Score -2895989 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 22240 members 
Entering Unmasked Estep 
Score: -2895991.000000 Penalty: 3263.150635
	Iteration 28Q: 3 clusters Score -2895991 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 22242 members 
Entering Unmasked Estep 
Score: -2895991.750000 Penalty: 3263.150635
	Iteration 29Q: 3 clusters Score -2895992 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 22244 members 
Entering Unmasked Estep 
Score: -2895994.750000 Penalty: 3263.150635
	Iteration 30Q: 3 clusters Score -2895995 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 22245 members 
Entering Unmasked Estep 
Score: -2895997.500000 Penalty: 3263.150635
	Iteration 31Q: 3 clusters Score -2895998 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 22247 members 
Entering Unmasked Estep 
Score: -2895997.500000 Penalty: 3263.150635
	Iteration 32Q: 3 clusters Score -2895998 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 22249 members 
Entering Unmasked Estep 
Score: -2895996.000000 Penalty: 3263.150635
	Iteration 33Q: 3 clusters Score -2895996 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 22250 members 
Entering Unmasked Estep 
Score: -2895993.000000 Penalty: 3263.150635
	Iteration 34Q: 3 clusters Score -2895993 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 22250 members 
Entering Unmasked Estep 
Score: -2895993.000000 Penalty: 3263.150635
	Iteration 35F: 3 clusters Score -2895993 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (40002 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40002 members 
Entering Unmasked Estep 
Score: -5063088.000000 Penalty: 1721.961182
	Iteration 0F: 2 clusters Score -5063088 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19977 members 
Mstep: Class 2 contains 20025 members 
Entering Unmasked Estep 
Score: -5036298.000000 Penalty: 3443.922363
	Iteration 0F: 3 clusters Score -5036298 nChanged 18711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19322 members 
Mstep: Class 2 contains 20680 members 
Entering Unmasked Estep 
Score: -5046797.000000 Penalty: 3443.922363
	Iteration 1F: 3 clusters Score -5046797 nChanged 1958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18830 members 
Mstep: Class 2 contains 21172 members 
Entering Unmasked Estep 
Score: -5047510.000000 Penalty: 3443.922363
	Iteration 2Q: 3 clusters Score -5047510 nChanged 1993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18157 members 
Mstep: Class 2 contains 21845 members 
Entering Unmasked Estep 
Score: -5048377.500000 Penalty: 3443.922363
	Iteration 3Q: 3 clusters Score -5048378 nChanged 2069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17328 members 
Mstep: Class 2 contains 22674 members 
Entering Unmasked Estep 
Score: -5049415.000000 Penalty: 3443.922363
	Iteration 4F: 3 clusters Score -5049415 nChanged 2361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16209 members 
Mstep: Class 2 contains 23793 members 
Entering Unmasked Estep 
Score: -5050706.500000 Penalty: 3443.922363
	Iteration 5F: 3 clusters Score -5050706 nChanged 2393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14930 members 
Mstep: Class 2 contains 25072 members 
Entering Unmasked Estep 
Score: -5052200.000000 Penalty: 3443.922363
	Iteration 6F: 3 clusters Score -5052200 nChanged 2291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13619 members 
Mstep: Class 2 contains 26383 members 
Entering Unmasked Estep 
Score: -5053762.000000 Penalty: 3443.922363
	Iteration 7F: 3 clusters Score -5053762 nChanged 2175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12266 members 
Mstep: Class 2 contains 27736 members 
Entering Unmasked Estep 
Score: -5055294.000000 Penalty: 3443.922363
	Iteration 8F: 3 clusters Score -5055294 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11105 members 
Mstep: Class 2 contains 28897 members 
Entering Unmasked Estep 
Score: -5056470.000000 Penalty: 3443.922363
	Iteration 9Q: 3 clusters Score -5056470 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10153 members 
Mstep: Class 2 contains 29849 members 
Entering Unmasked Estep 
Score: -5057295.500000 Penalty: 3443.922363
	Iteration 10Q: 3 clusters Score -5057296 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9259 members 
Mstep: Class 2 contains 30743 members 
Entering Unmasked Estep 
Score: -5057960.500000 Penalty: 3443.922363
	Iteration 11Q: 3 clusters Score -5057960 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8409 members 
Mstep: Class 2 contains 31593 members 
Entering Unmasked Estep 
Score: -5058580.000000 Penalty: 3443.922363
	Iteration 12Q: 3 clusters Score -5058580 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7614 members 
Mstep: Class 2 contains 32388 members 
Entering Unmasked Estep 
Score: -5059217.500000 Penalty: 3443.922363
	Iteration 13Q: 3 clusters Score -5059218 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6899 members 
Mstep: Class 2 contains 33103 members 
Entering Unmasked Estep 
Score: -5059919.500000 Penalty: 3443.922363
	Iteration 14Q: 3 clusters Score -5059920 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6313 members 
Mstep: Class 2 contains 33689 members 
Entering Unmasked Estep 
Score: -5060475.000000 Penalty: 3443.922363
	Iteration 15Q: 3 clusters Score -5060475 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5902 members 
Mstep: Class 2 contains 34100 members 
Entering Unmasked Estep 
Score: -5060788.500000 Penalty: 3443.922363
	Iteration 16Q: 3 clusters Score -5060788 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5568 members 
Mstep: Class 2 contains 34434 members 
Entering Unmasked Estep 
Score: -5060988.500000 Penalty: 3443.922363
	Iteration 17Q: 3 clusters Score -5060988 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5278 members 
Mstep: Class 2 contains 34724 members 
Entering Unmasked Estep 
Score: -5061104.500000 Penalty: 3443.922363
	Iteration 18Q: 3 clusters Score -5061104 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 34986 members 
Entering Unmasked Estep 
Score: -5061209.500000 Penalty: 3443.922363
	Iteration 19Q: 3 clusters Score -5061210 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 35232 members 
Entering Unmasked Estep 
Score: -5061299.000000 Penalty: 3443.922363
	Iteration 20F: 3 clusters Score -5061299 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 35451 members 
Entering Unmasked Estep 
Score: -5061356.000000 Penalty: 3443.922363
	Iteration 21Q: 3 clusters Score -5061356 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 35666 members 
Entering Unmasked Estep 
Score: -5061395.500000 Penalty: 3443.922363
	Iteration 22Q: 3 clusters Score -5061396 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 35855 members 
Entering Unmasked Estep 
Score: -5061440.000000 Penalty: 3443.922363
	Iteration 23Q: 3 clusters Score -5061440 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 36022 members 
Entering Unmasked Estep 
Score: -5061486.000000 Penalty: 3443.922363
	Iteration 24Q: 3 clusters Score -5061486 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 36195 members 
Entering Unmasked Estep 
Score: -5061541.500000 Penalty: 3443.922363
	Iteration 25Q: 3 clusters Score -5061542 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 36382 members 
Entering Unmasked Estep 
Score: -5061595.500000 Penalty: 3443.922363
	Iteration 26Q: 3 clusters Score -5061596 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 36551 members 
Entering Unmasked Estep 
Score: -5061643.500000 Penalty: 3443.922363
	Iteration 27Q: 3 clusters Score -5061644 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 36704 members 
Entering Unmasked Estep 
Score: -5061690.500000 Penalty: 3443.922363
	Iteration 28Q: 3 clusters Score -5061690 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 36856 members 
Entering Unmasked Estep 
Score: -5061722.500000 Penalty: 3443.922363
	Iteration 29Q: 3 clusters Score -5061722 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 36998 members 
Entering Unmasked Estep 
Score: -5061776.000000 Penalty: 3443.922363
	Iteration 30Q: 3 clusters Score -5061776 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 37136 members 
Entering Unmasked Estep 
Score: -5061821.500000 Penalty: 3443.922363
	Iteration 31Q: 3 clusters Score -5061822 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 37261 members 
Entering Unmasked Estep 
Score: -5061855.500000 Penalty: 3443.922363
	Iteration 32Q: 3 clusters Score -5061856 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 37377 members 
Entering Unmasked Estep 
Score: -5061891.000000 Penalty: 3443.922363
	Iteration 33Q: 3 clusters Score -5061891 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 37481 members 
Entering Unmasked Estep 
Score: -5061905.000000 Penalty: 3443.922363
	Iteration 34Q: 3 clusters Score -5061905 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 37567 members 
Entering Unmasked Estep 
Score: -5061921.000000 Penalty: 3443.922363
	Iteration 35Q: 3 clusters Score -5061921 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 37638 members 
Entering Unmasked Estep 
Score: -5061934.500000 Penalty: 3443.922363
	Iteration 36Q: 3 clusters Score -5061934 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 37696 members 
Entering Unmasked Estep 
Score: -5061942.500000 Penalty: 3443.922363
	Iteration 37Q: 3 clusters Score -5061942 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 37748 members 
Entering Unmasked Estep 
Score: -5061954.500000 Penalty: 3443.922363
	Iteration 38Q: 3 clusters Score -5061954 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 37790 members 
Entering Unmasked Estep 
Score: -5061972.500000 Penalty: 3443.922363
	Iteration 39Q: 3 clusters Score -5061972 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 37828 members 
Entering Unmasked Estep 
Score: -5061973.000000 Penalty: 3443.922363
	Iteration 40F: 3 clusters Score -5061973 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 37860 members 
Entering Unmasked Estep 
Score: -5061982.500000 Penalty: 3443.922363
	Iteration 41Q: 3 clusters Score -5061982 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 37895 members 
Entering Unmasked Estep 
Score: -5061995.000000 Penalty: 3443.922363
	Iteration 42Q: 3 clusters Score -5061995 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 37924 members 
Entering Unmasked Estep 
Score: -5061998.000000 Penalty: 3443.922363
	Iteration 43Q: 3 clusters Score -5061998 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 37949 members 
Entering Unmasked Estep 
Score: -5062011.000000 Penalty: 3443.922363
	Iteration 44Q: 3 clusters Score -5062011 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 37969 members 
Entering Unmasked Estep 
Score: -5062007.000000 Penalty: 3443.922363
	Iteration 45Q: 3 clusters Score -5062007 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 37992 members 
Entering Unmasked Estep 
Score: -5062007.500000 Penalty: 3443.922363
	Iteration 46Q: 3 clusters Score -5062008 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 38015 members 
Entering Unmasked Estep 
Score: -5062008.000000 Penalty: 3443.922363
	Iteration 47Q: 3 clusters Score -5062008 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 38039 members 
Entering Unmasked Estep 
Score: -5062009.000000 Penalty: 3443.922363
	Iteration 48Q: 3 clusters Score -5062009 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 38065 members 
Entering Unmasked Estep 
Score: -5062019.000000 Penalty: 3443.922363
	Iteration 49Q: 3 clusters Score -5062019 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 38091 members 
Entering Unmasked Estep 
Score: -5062022.000000 Penalty: 3443.922363
	Iteration 50Q: 3 clusters Score -5062022 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 38124 members 
Entering Unmasked Estep 
Score: -5062039.000000 Penalty: 3443.922363
	Iteration 51Q: 3 clusters Score -5062039 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 38143 members 
Entering Unmasked Estep 
Score: -5062040.000000 Penalty: 3443.922363
	Iteration 52Q: 3 clusters Score -5062040 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 38157 members 
Entering Unmasked Estep 
Score: -5062032.500000 Penalty: 3443.922363
	Iteration 53Q: 3 clusters Score -5062032 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 38175 members 
Entering Unmasked Estep 
Score: -5062039.500000 Penalty: 3443.922363
	Iteration 54Q: 3 clusters Score -5062040 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 38189 members 
Entering Unmasked Estep 
Score: -5062047.500000 Penalty: 3443.922363
	Iteration 55Q: 3 clusters Score -5062048 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 38202 members 
Entering Unmasked Estep 
Score: -5062048.500000 Penalty: 3443.922363
	Iteration 56Q: 3 clusters Score -5062048 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 38220 members 
Entering Unmasked Estep 
Score: -5062047.500000 Penalty: 3443.922363
	Iteration 57Q: 3 clusters Score -5062048 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 38238 members 
Entering Unmasked Estep 
Score: -5062054.500000 Penalty: 3443.922363
	Iteration 58Q: 3 clusters Score -5062054 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 38253 members 
Entering Unmasked Estep 
Score: -5062048.000000 Penalty: 3443.922363
	Iteration 59Q: 3 clusters Score -5062048 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 38266 members 
Entering Unmasked Estep 
Score: -5062044.500000 Penalty: 3443.922363
	Iteration 60F: 3 clusters Score -5062044 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 38277 members 
Entering Unmasked Estep 
Score: -5062048.000000 Penalty: 3443.922363
	Iteration 61Q: 3 clusters Score -5062048 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 38287 members 
Entering Unmasked Estep 
Score: -5062052.000000 Penalty: 3443.922363
	Iteration 62Q: 3 clusters Score -5062052 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 38298 members 
Entering Unmasked Estep 
Score: -5062059.500000 Penalty: 3443.922363
	Iteration 63Q: 3 clusters Score -5062060 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 38308 members 
Entering Unmasked Estep 
Score: -5062061.000000 Penalty: 3443.922363
	Iteration 64Q: 3 clusters Score -5062061 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 38317 members 
Entering Unmasked Estep 
Score: -5062059.000000 Penalty: 3443.922363
	Iteration 65Q: 3 clusters Score -5062059 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 38324 members 
Entering Unmasked Estep 
Score: -5062061.000000 Penalty: 3443.922363
	Iteration 66Q: 3 clusters Score -5062061 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 38327 members 
Entering Unmasked Estep 
Score: -5062063.500000 Penalty: 3443.922363
	Iteration 67Q: 3 clusters Score -5062064 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 38332 members 
Entering Unmasked Estep 
Score: -5062059.500000 Penalty: 3443.922363
	Iteration 68Q: 3 clusters Score -5062060 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 38336 members 
Entering Unmasked Estep 
Score: -5062065.500000 Penalty: 3443.922363
	Iteration 69Q: 3 clusters Score -5062066 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 38342 members 
Entering Unmasked Estep 
Score: -5062064.000000 Penalty: 3443.922363
	Iteration 70Q: 3 clusters Score -5062064 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 38348 members 
Entering Unmasked Estep 
Score: -5062060.000000 Penalty: 3443.922363
	Iteration 71Q: 3 clusters Score -5062060 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 38352 members 
Entering Unmasked Estep 
Score: -5062060.500000 Penalty: 3443.922363
	Iteration 72Q: 3 clusters Score -5062060 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 38356 members 
Entering Unmasked Estep 
Score: -5062061.000000 Penalty: 3443.922363
	Iteration 73Q: 3 clusters Score -5062061 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 38362 members 
Entering Unmasked Estep 
Score: -5062061.000000 Penalty: 3443.922363
	Iteration 74Q: 3 clusters Score -5062061 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 38368 members 
Entering Unmasked Estep 
Score: -5062067.500000 Penalty: 3443.922363
	Iteration 75Q: 3 clusters Score -5062068 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 38377 members 
Entering Unmasked Estep 
Score: -5062064.000000 Penalty: 3443.922363
	Iteration 76Q: 3 clusters Score -5062064 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 38383 members 
Entering Unmasked Estep 
Score: -5062064.500000 Penalty: 3443.922363
	Iteration 77Q: 3 clusters Score -5062064 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 38383 members 
Entering Unmasked Estep 
Score: -5062063.000000 Penalty: 3443.922363
	Iteration 78Q: 3 clusters Score -5062063 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 38384 members 
Entering Unmasked Estep 
Score: -5062064.000000 Penalty: 3443.922363
	Iteration 79Q: 3 clusters Score -5062064 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 38386 members 
Entering Unmasked Estep 
Score: -5062068.500000 Penalty: 3443.922363
	Iteration 80F: 3 clusters Score -5062068 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 38390 members 
Entering Unmasked Estep 
Score: -5062068.000000 Penalty: 3443.922363
	Iteration 81Q: 3 clusters Score -5062068 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 38390 members 
Entering Unmasked Estep 
Score: -5062068.000000 Penalty: 3443.922363
	Iteration 82F: 3 clusters Score -5062068 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (18053 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18053 members 
Entering Unmasked Estep 
Score: -2271289.500000 Penalty: 1592.673462
	Iteration 0F: 2 clusters Score -2271290 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8932 members 
Mstep: Class 2 contains 9121 members 
Entering Unmasked Estep 
Score: -2258874.250000 Penalty: 3185.346924
	Iteration 0F: 3 clusters Score -2258874 nChanged 8129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8273 members 
Mstep: Class 2 contains 9780 members 
Entering Unmasked Estep 
Score: -2263510.000000 Penalty: 3185.346924
	Iteration 1F: 3 clusters Score -2263510 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7884 members 
Mstep: Class 2 contains 10169 members 
Entering Unmasked Estep 
Score: -2263943.000000 Penalty: 3185.346924
	Iteration 2F: 3 clusters Score -2263943 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7395 members 
Mstep: Class 2 contains 10658 members 
Entering Unmasked Estep 
Score: -2264417.750000 Penalty: 3185.346924
	Iteration 3F: 3 clusters Score -2264418 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6833 members 
Mstep: Class 2 contains 11220 members 
Entering Unmasked Estep 
Score: -2264868.500000 Penalty: 3185.346924
	Iteration 4Q: 3 clusters Score -2264868 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6184 members 
Mstep: Class 2 contains 11869 members 
Entering Unmasked Estep 
Score: -2265369.750000 Penalty: 3185.346924
	Iteration 5F: 3 clusters Score -2265370 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 12618 members 
Entering Unmasked Estep 
Score: -2265923.500000 Penalty: 3185.346924
	Iteration 6F: 3 clusters Score -2265924 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 13449 members 
Entering Unmasked Estep 
Score: -2266558.750000 Penalty: 3185.346924
	Iteration 7F: 3 clusters Score -2266559 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 14302 members 
Entering Unmasked Estep 
Score: -2267252.000000 Penalty: 3185.346924
	Iteration 8F: 3 clusters Score -2267252 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 15106 members 
Entering Unmasked Estep 
Score: -2267918.000000 Penalty: 3185.346924
	Iteration 9Q: 3 clusters Score -2267918 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 15766 members 
Entering Unmasked Estep 
Score: -2268490.750000 Penalty: 3185.346924
	Iteration 10Q: 3 clusters Score -2268491 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 16253 members 
Entering Unmasked Estep 
Score: -2268886.250000 Penalty: 3185.346924
	Iteration 11Q: 3 clusters Score -2268886 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 16615 members 
Entering Unmasked Estep 
Score: -2269209.750000 Penalty: 3185.346924
	Iteration 12Q: 3 clusters Score -2269210 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 16871 members 
Entering Unmasked Estep 
Score: -2269432.250000 Penalty: 3185.346924
	Iteration 13Q: 3 clusters Score -2269432 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 17056 members 
Entering Unmasked Estep 
Score: -2269596.250000 Penalty: 3185.346924
	Iteration 14Q: 3 clusters Score -2269596 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 17197 members 
Entering Unmasked Estep 
Score: -2269704.000000 Penalty: 3185.346924
	Iteration 15Q: 3 clusters Score -2269704 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 17310 members 
Entering Unmasked Estep 
Score: -2269788.750000 Penalty: 3185.346924
	Iteration 16Q: 3 clusters Score -2269789 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 17388 members 
Entering Unmasked Estep 
Score: -2269857.000000 Penalty: 3185.346924
	Iteration 17Q: 3 clusters Score -2269857 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 17439 members 
Entering Unmasked Estep 
Score: -2269909.250000 Penalty: 3185.346924
	Iteration 18Q: 3 clusters Score -2269909 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 17476 members 
Entering Unmasked Estep 
Score: -2269946.750000 Penalty: 3185.346924
	Iteration 19Q: 3 clusters Score -2269947 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 17507 members 
Entering Unmasked Estep 
Score: -2269987.500000 Penalty: 3185.346924
	Iteration 20F: 3 clusters Score -2269988 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 17532 members 
Entering Unmasked Estep 
Score: -2270010.500000 Penalty: 3185.346924
	Iteration 21Q: 3 clusters Score -2270010 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 17550 members 
Entering Unmasked Estep 
Score: -2270040.250000 Penalty: 3185.346924
	Iteration 22Q: 3 clusters Score -2270040 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 17558 members 
Entering Unmasked Estep 
Score: -2270055.000000 Penalty: 3185.346924
	Iteration 23Q: 3 clusters Score -2270055 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 17565 members 
Entering Unmasked Estep 
Score: -2270061.750000 Penalty: 3185.346924
	Iteration 24Q: 3 clusters Score -2270062 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 17566 members 
Entering Unmasked Estep 
Score: -2270066.000000 Penalty: 3185.346924
	Iteration 25Q: 3 clusters Score -2270066 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 17565 members 
Entering Unmasked Estep 
Score: -2270068.500000 Penalty: 3185.346924
	Iteration 26Q: 3 clusters Score -2270068 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 17565 members 
Entering Unmasked Estep 
Score: -2270067.000000 Penalty: 3185.346924
	Iteration 27Q: 3 clusters Score -2270067 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 17566 members 
Entering Unmasked Estep 
Score: -2270068.000000 Penalty: 3185.346924
	Iteration 28Q: 3 clusters Score -2270068 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 17568 members 
Entering Unmasked Estep 
Score: -2270069.500000 Penalty: 3185.346924
	Iteration 29Q: 3 clusters Score -2270070 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 17567 members 
Entering Unmasked Estep 
Score: -2270070.250000 Penalty: 3185.346924
	Iteration 30Q: 3 clusters Score -2270070 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 17567 members 
Entering Unmasked Estep 
Score: -2270070.750000 Penalty: 3185.346924
	Iteration 31Q: 3 clusters Score -2270071 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 17569 members 
Entering Unmasked Estep 
Score: -2270072.500000 Penalty: 3185.346924
	Iteration 32Q: 3 clusters Score -2270072 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 17571 members 
Entering Unmasked Estep 
Score: -2270072.500000 Penalty: 3185.346924
	Iteration 33Q: 3 clusters Score -2270072 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 17573 members 
Entering Unmasked Estep 
Score: -2270075.000000 Penalty: 3185.346924
	Iteration 34Q: 3 clusters Score -2270075 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 17577 members 
Entering Unmasked Estep 
Score: -2270080.000000 Penalty: 3185.346924
	Iteration 35Q: 3 clusters Score -2270080 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 17576 members 
Entering Unmasked Estep 
Score: -2270081.000000 Penalty: 3185.346924
	Iteration 36Q: 3 clusters Score -2270081 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 17577 members 
Entering Unmasked Estep 
Score: -2270079.500000 Penalty: 3185.346924
	Iteration 37Q: 3 clusters Score -2270080 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 17577 members 
Entering Unmasked Estep 
Score: -2270079.750000 Penalty: 3185.346924
	Iteration 38Q: 3 clusters Score -2270080 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 17576 members 
Entering Unmasked Estep 
Score: -2270082.000000 Penalty: 3185.346924
	Iteration 39Q: 3 clusters Score -2270082 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 17577 members 
Entering Unmasked Estep 
Score: -2270083.250000 Penalty: 3185.346924
	Iteration 40F: 3 clusters Score -2270083 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 17576 members 
Entering Unmasked Estep 
Score: -2270085.000000 Penalty: 3185.346924
	Iteration 41Q: 3 clusters Score -2270085 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 17575 members 
Entering Unmasked Estep 
Score: -2270086.250000 Penalty: 3185.346924
	Iteration 42Q: 3 clusters Score -2270086 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 17575 members 
Entering Unmasked Estep 
Score: -2270086.250000 Penalty: 3185.346924
	Iteration 43F: 3 clusters Score -2270086 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (2661 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Entering Unmasked Estep 
Score: -323143.343750 Penalty: 1281.549316
	Iteration 0F: 2 clusters Score -323143.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -320616.156250 Penalty: 2563.098633
	Iteration 0F: 3 clusters Score -320616.2 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -321236.406250 Penalty: 2563.098633
	Iteration 1F: 3 clusters Score -321236.4 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -321369.125000 Penalty: 2563.098633
	Iteration 2F: 3 clusters Score -321369.1 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -321461.343750 Penalty: 2563.098633
	Iteration 3Q: 3 clusters Score -321461.3 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -321533.500000 Penalty: 2563.098633
	Iteration 4Q: 3 clusters Score -321533.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -321599.843750 Penalty: 2563.098633
	Iteration 5Q: 3 clusters Score -321599.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -321675.187500 Penalty: 2563.098633
	Iteration 6Q: 3 clusters Score -321675.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -321793.781250 Penalty: 2563.098633
	Iteration 7Q: 3 clusters Score -321793.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -321894.187500 Penalty: 2563.098633
	Iteration 8Q: 3 clusters Score -321894.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -321980.562500 Penalty: 2563.098633
	Iteration 9Q: 3 clusters Score -321980.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -322047.750000 Penalty: 2563.098633
	Iteration 10Q: 3 clusters Score -322047.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -322094.593750 Penalty: 2563.098633
	Iteration 11Q: 3 clusters Score -322094.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -322133.000000 Penalty: 2563.098633
	Iteration 12Q: 3 clusters Score -322133 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -322160.437500 Penalty: 2563.098633
	Iteration 13Q: 3 clusters Score -322160.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -322187.093750 Penalty: 2563.098633
	Iteration 14Q: 3 clusters Score -322187.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -322211.656250 Penalty: 2563.098633
	Iteration 15Q: 3 clusters Score -322211.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -322234.187500 Penalty: 2563.098633
	Iteration 16Q: 3 clusters Score -322234.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -322251.218750 Penalty: 2563.098633
	Iteration 17Q: 3 clusters Score -322251.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -322261.218750 Penalty: 2563.098633
	Iteration 18Q: 3 clusters Score -322261.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -322271.937500 Penalty: 2563.098633
	Iteration 19Q: 3 clusters Score -322271.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -322282.593750 Penalty: 2563.098633
	Iteration 20F: 3 clusters Score -322282.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -322287.281250 Penalty: 2563.098633
	Iteration 21Q: 3 clusters Score -322287.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -322290.968750 Penalty: 2563.098633
	Iteration 22Q: 3 clusters Score -322291 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -322294.750000 Penalty: 2563.098633
	Iteration 23Q: 3 clusters Score -322294.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -322300.031250 Penalty: 2563.098633
	Iteration 24Q: 3 clusters Score -322300 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -322304.468750 Penalty: 2563.098633
	Iteration 25Q: 3 clusters Score -322304.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -322307.312500 Penalty: 2563.098633
	Iteration 26Q: 3 clusters Score -322307.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -322313.093750 Penalty: 2563.098633
	Iteration 27Q: 3 clusters Score -322313.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -322317.250000 Penalty: 2563.098633
	Iteration 28Q: 3 clusters Score -322317.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -322321.718750 Penalty: 2563.098633
	Iteration 29Q: 3 clusters Score -322321.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -322329.750000 Penalty: 2563.098633
	Iteration 30Q: 3 clusters Score -322329.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -322337.875000 Penalty: 2563.098633
	Iteration 31Q: 3 clusters Score -322337.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -322343.375000 Penalty: 2563.098633
	Iteration 32Q: 3 clusters Score -322343.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -322351.968750 Penalty: 2563.098633
	Iteration 33Q: 3 clusters Score -322352 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -322356.343750 Penalty: 2563.098633
	Iteration 34Q: 3 clusters Score -322356.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -322364.375000 Penalty: 2563.098633
	Iteration 35Q: 3 clusters Score -322364.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -322370.031250 Penalty: 2563.098633
	Iteration 36Q: 3 clusters Score -322370 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -322378.062500 Penalty: 2563.098633
	Iteration 37Q: 3 clusters Score -322378.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -322383.843750 Penalty: 2563.098633
	Iteration 38Q: 3 clusters Score -322383.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -322389.406250 Penalty: 2563.098633
	Iteration 39Q: 3 clusters Score -322389.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -322393.125000 Penalty: 2563.098633
	Iteration 40F: 3 clusters Score -322393.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -322396.375000 Penalty: 2563.098633
	Iteration 41Q: 3 clusters Score -322396.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -322398.312500 Penalty: 2563.098633
	Iteration 42Q: 3 clusters Score -322398.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -322400.156250 Penalty: 2563.098633
	Iteration 43Q: 3 clusters Score -322400.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -322400.156250 Penalty: 2563.098633
	Iteration 44F: 3 clusters Score -322400.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (11496 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11496 members 
Entering Unmasked Estep 
Score: -1466880.750000 Penalty: 1519.335083
	Iteration 0F: 2 clusters Score -1466881 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5803 members 
Mstep: Class 2 contains 5693 members 
Entering Unmasked Estep 
Score: -1458768.125000 Penalty: 3038.670166
	Iteration 0F: 3 clusters Score -1458768 nChanged 4990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6311 members 
Mstep: Class 2 contains 5185 members 
Entering Unmasked Estep 
Score: -1461519.250000 Penalty: 3038.670166
	Iteration 1F: 3 clusters Score -1461519 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6675 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -1461893.500000 Penalty: 3038.670166
	Iteration 2F: 3 clusters Score -1461894 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7102 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -1462261.875000 Penalty: 3038.670166
	Iteration 3F: 3 clusters Score -1462262 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7600 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -1462684.750000 Penalty: 3038.670166
	Iteration 4F: 3 clusters Score -1462685 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8158 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -1463169.750000 Penalty: 3038.670166
	Iteration 5F: 3 clusters Score -1463170 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8741 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -1463693.750000 Penalty: 3038.670166
	Iteration 6F: 3 clusters Score -1463694 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9282 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -1464205.875000 Penalty: 3038.670166
	Iteration 7F: 3 clusters Score -1464206 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9736 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -1464625.000000 Penalty: 3038.670166
	Iteration 8Q: 3 clusters Score -1464625 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10060 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -1464933.875000 Penalty: 3038.670166
	Iteration 9Q: 3 clusters Score -1464934 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10286 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -1465129.500000 Penalty: 3038.670166
	Iteration 10Q: 3 clusters Score -1465130 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10436 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -1465246.500000 Penalty: 3038.670166
	Iteration 11Q: 3 clusters Score -1465246 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10542 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -1465338.875000 Penalty: 3038.670166
	Iteration 12Q: 3 clusters Score -1465339 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10626 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -1465403.375000 Penalty: 3038.670166
	Iteration 13Q: 3 clusters Score -1465403 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10686 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -1465446.375000 Penalty: 3038.670166
	Iteration 14Q: 3 clusters Score -1465446 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10740 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -1465484.250000 Penalty: 3038.670166
	Iteration 15Q: 3 clusters Score -1465484 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10780 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -1465506.250000 Penalty: 3038.670166
	Iteration 16Q: 3 clusters Score -1465506 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10806 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -1465525.625000 Penalty: 3038.670166
	Iteration 17Q: 3 clusters Score -1465526 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10835 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -1465540.500000 Penalty: 3038.670166
	Iteration 18Q: 3 clusters Score -1465540 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10850 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -1465544.625000 Penalty: 3038.670166
	Iteration 19Q: 3 clusters Score -1465545 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10860 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -1465554.750000 Penalty: 3038.670166
	Iteration 20F: 3 clusters Score -1465555 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10864 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -1465561.375000 Penalty: 3038.670166
	Iteration 21Q: 3 clusters Score -1465561 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10875 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -1465563.125000 Penalty: 3038.670166
	Iteration 22Q: 3 clusters Score -1465563 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10884 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -1465571.625000 Penalty: 3038.670166
	Iteration 23Q: 3 clusters Score -1465572 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10897 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -1465577.750000 Penalty: 3038.670166
	Iteration 24Q: 3 clusters Score -1465578 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10914 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -1465585.875000 Penalty: 3038.670166
	Iteration 25Q: 3 clusters Score -1465586 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10924 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -1465591.875000 Penalty: 3038.670166
	Iteration 26Q: 3 clusters Score -1465592 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10932 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -1465595.500000 Penalty: 3038.670166
	Iteration 27Q: 3 clusters Score -1465596 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10939 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -1465601.000000 Penalty: 3038.670166
	Iteration 28Q: 3 clusters Score -1465601 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10944 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -1465604.250000 Penalty: 3038.670166
	Iteration 29Q: 3 clusters Score -1465604 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10949 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -1465605.000000 Penalty: 3038.670166
	Iteration 30Q: 3 clusters Score -1465605 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10949 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -1465605.000000 Penalty: 3038.670166
	Iteration 31F: 3 clusters Score -1465605 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (2477 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Entering Unmasked Estep 
Score: -294927.968750 Penalty: 1269.905640
	Iteration 0F: 2 clusters Score -294928 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -292560.250000 Penalty: 2539.811279
	Iteration 0F: 3 clusters Score -292560.2 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -293176.750000 Penalty: 2539.811279
	Iteration 1F: 3 clusters Score -293176.8 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -293321.031250 Penalty: 2539.811279
	Iteration 2F: 3 clusters Score -293321 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -293405.343750 Penalty: 2539.811279
	Iteration 3Q: 3 clusters Score -293405.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -293466.187500 Penalty: 2539.811279
	Iteration 4Q: 3 clusters Score -293466.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -293512.437500 Penalty: 2539.811279
	Iteration 5Q: 3 clusters Score -293512.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -293548.625000 Penalty: 2539.811279
	Iteration 6Q: 3 clusters Score -293548.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -293576.218750 Penalty: 2539.811279
	Iteration 7Q: 3 clusters Score -293576.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -293600.031250 Penalty: 2539.811279
	Iteration 8Q: 3 clusters Score -293600 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -293623.875000 Penalty: 2539.811279
	Iteration 9Q: 3 clusters Score -293623.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -293643.375000 Penalty: 2539.811279
	Iteration 10Q: 3 clusters Score -293643.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -293668.500000 Penalty: 2539.811279
	Iteration 11Q: 3 clusters Score -293668.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -293690.843750 Penalty: 2539.811279
	Iteration 12Q: 3 clusters Score -293690.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -293707.812500 Penalty: 2539.811279
	Iteration 13Q: 3 clusters Score -293707.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -293717.437500 Penalty: 2539.811279
	Iteration 14Q: 3 clusters Score -293717.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -293726.750000 Penalty: 2539.811279
	Iteration 15Q: 3 clusters Score -293726.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -293734.812500 Penalty: 2539.811279
	Iteration 16Q: 3 clusters Score -293734.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -293743.343750 Penalty: 2539.811279
	Iteration 17Q: 3 clusters Score -293743.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -293747.375000 Penalty: 2539.811279
	Iteration 18Q: 3 clusters Score -293747.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -293754.593750 Penalty: 2539.811279
	Iteration 19Q: 3 clusters Score -293754.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -293760.968750 Penalty: 2539.811279
	Iteration 20F: 3 clusters Score -293761 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -293766.250000 Penalty: 2539.811279
	Iteration 21Q: 3 clusters Score -293766.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -293769.562500 Penalty: 2539.811279
	Iteration 22Q: 3 clusters Score -293769.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -293772.312500 Penalty: 2539.811279
	Iteration 23Q: 3 clusters Score -293772.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -293772.812500 Penalty: 2539.811279
	Iteration 24Q: 3 clusters Score -293772.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -293773.343750 Penalty: 2539.811279
	Iteration 25Q: 3 clusters Score -293773.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -293775.000000 Penalty: 2539.811279
	Iteration 26Q: 3 clusters Score -293775 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -293778.968750 Penalty: 2539.811279
	Iteration 27Q: 3 clusters Score -293779 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -293788.406250 Penalty: 2539.811279
	Iteration 28Q: 3 clusters Score -293788.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -293796.312500 Penalty: 2539.811279
	Iteration 29Q: 3 clusters Score -293796.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -293803.718750 Penalty: 2539.811279
	Iteration 30Q: 3 clusters Score -293803.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -293809.718750 Penalty: 2539.811279
	Iteration 31Q: 3 clusters Score -293809.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -293813.531250 Penalty: 2539.811279
	Iteration 32Q: 3 clusters Score -293813.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -293817.531250 Penalty: 2539.811279
	Iteration 33Q: 3 clusters Score -293817.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -293823.906250 Penalty: 2539.811279
	Iteration 34Q: 3 clusters Score -293823.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -293831.875000 Penalty: 2539.811279
	Iteration 35Q: 3 clusters Score -293831.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -293838.937500 Penalty: 2539.811279
	Iteration 36Q: 3 clusters Score -293838.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -293841.718750 Penalty: 2539.811279
	Iteration 37Q: 3 clusters Score -293841.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -293845.843750 Penalty: 2539.811279
	Iteration 38Q: 3 clusters Score -293845.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -293849.375000 Penalty: 2539.811279
	Iteration 39Q: 3 clusters Score -293849.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -293851.062500 Penalty: 2539.811279
	Iteration 40F: 3 clusters Score -293851.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -293853.906250 Penalty: 2539.811279
	Iteration 41Q: 3 clusters Score -293853.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -293855.562500 Penalty: 2539.811279
	Iteration 42Q: 3 clusters Score -293855.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -293856.468750 Penalty: 2539.811279
	Iteration 43Q: 3 clusters Score -293856.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -293858.187500 Penalty: 2539.811279
	Iteration 44Q: 3 clusters Score -293858.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -293860.125000 Penalty: 2539.811279
	Iteration 45Q: 3 clusters Score -293860.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -293861.562500 Penalty: 2539.811279
	Iteration 46Q: 3 clusters Score -293861.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -293861.906250 Penalty: 2539.811279
	Iteration 47Q: 3 clusters Score -293861.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -293862.968750 Penalty: 2539.811279
	Iteration 48Q: 3 clusters Score -293863 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -293863.218750 Penalty: 2539.811279
	Iteration 49Q: 3 clusters Score -293863.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -293863.218750 Penalty: 2539.811279
	Iteration 50F: 3 clusters Score -293863.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (2694 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Entering Unmasked Estep 
Score: -327253.437500 Penalty: 1283.552124
	Iteration 0F: 2 clusters Score -327253.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -324702.343750 Penalty: 2567.104248
	Iteration 0F: 3 clusters Score -324702.3 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -325280.218750 Penalty: 2567.104248
	Iteration 1F: 3 clusters Score -325280.2 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -325376.656250 Penalty: 2567.104248
	Iteration 2F: 3 clusters Score -325376.7 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -325447.281250 Penalty: 2567.104248
	Iteration 3Q: 3 clusters Score -325447.3 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -325503.843750 Penalty: 2567.104248
	Iteration 4Q: 3 clusters Score -325503.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -325547.125000 Penalty: 2567.104248
	Iteration 5Q: 3 clusters Score -325547.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -325579.593750 Penalty: 2567.104248
	Iteration 6Q: 3 clusters Score -325579.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -325609.031250 Penalty: 2567.104248
	Iteration 7Q: 3 clusters Score -325609 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -325625.156250 Penalty: 2567.104248
	Iteration 8Q: 3 clusters Score -325625.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -325633.375000 Penalty: 2567.104248
	Iteration 9Q: 3 clusters Score -325633.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -325641.625000 Penalty: 2567.104248
	Iteration 10Q: 3 clusters Score -325641.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -325650.031250 Penalty: 2567.104248
	Iteration 11Q: 3 clusters Score -325650 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -325655.875000 Penalty: 2567.104248
	Iteration 12Q: 3 clusters Score -325655.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -325662.812500 Penalty: 2567.104248
	Iteration 13Q: 3 clusters Score -325662.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -325669.281250 Penalty: 2567.104248
	Iteration 14Q: 3 clusters Score -325669.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -325673.218750 Penalty: 2567.104248
	Iteration 15Q: 3 clusters Score -325673.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -325676.375000 Penalty: 2567.104248
	Iteration 16Q: 3 clusters Score -325676.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -325679.687500 Penalty: 2567.104248
	Iteration 17Q: 3 clusters Score -325679.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -325683.875000 Penalty: 2567.104248
	Iteration 18Q: 3 clusters Score -325683.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -325686.750000 Penalty: 2567.104248
	Iteration 19Q: 3 clusters Score -325686.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -325692.031250 Penalty: 2567.104248
	Iteration 20F: 3 clusters Score -325692 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -325698.718750 Penalty: 2567.104248
	Iteration 21Q: 3 clusters Score -325698.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -325701.562500 Penalty: 2567.104248
	Iteration 22Q: 3 clusters Score -325701.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -325704.906250 Penalty: 2567.104248
	Iteration 23Q: 3 clusters Score -325704.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -325708.406250 Penalty: 2567.104248
	Iteration 24Q: 3 clusters Score -325708.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -325713.906250 Penalty: 2567.104248
	Iteration 25Q: 3 clusters Score -325713.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -325719.468750 Penalty: 2567.104248
	Iteration 26Q: 3 clusters Score -325719.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -325725.906250 Penalty: 2567.104248
	Iteration 27Q: 3 clusters Score -325725.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -325735.218750 Penalty: 2567.104248
	Iteration 28Q: 3 clusters Score -325735.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -325741.156250 Penalty: 2567.104248
	Iteration 29Q: 3 clusters Score -325741.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -325746.500000 Penalty: 2567.104248
	Iteration 30Q: 3 clusters Score -325746.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -325749.468750 Penalty: 2567.104248
	Iteration 31Q: 3 clusters Score -325749.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -325753.000000 Penalty: 2567.104248
	Iteration 32Q: 3 clusters Score -325753 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -325757.125000 Penalty: 2567.104248
	Iteration 33Q: 3 clusters Score -325757.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -325758.906250 Penalty: 2567.104248
	Iteration 34Q: 3 clusters Score -325758.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -325759.875000 Penalty: 2567.104248
	Iteration 35Q: 3 clusters Score -325759.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -325762.000000 Penalty: 2567.104248
	Iteration 36Q: 3 clusters Score -325762 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -325762.875000 Penalty: 2567.104248
	Iteration 37Q: 3 clusters Score -325762.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -325763.718750 Penalty: 2567.104248
	Iteration 38Q: 3 clusters Score -325763.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -325765.406250 Penalty: 2567.104248
	Iteration 39Q: 3 clusters Score -325765.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -325767.437500 Penalty: 2567.104248
	Iteration 40F: 3 clusters Score -325767.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -325771.875000 Penalty: 2567.104248
	Iteration 41Q: 3 clusters Score -325771.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -325774.593750 Penalty: 2567.104248
	Iteration 42Q: 3 clusters Score -325774.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -325777.250000 Penalty: 2567.104248
	Iteration 43Q: 3 clusters Score -325777.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -325778.343750 Penalty: 2567.104248
	Iteration 44Q: 3 clusters Score -325778.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -325779.781250 Penalty: 2567.104248
	Iteration 45Q: 3 clusters Score -325779.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -325780.718750 Penalty: 2567.104248
	Iteration 46Q: 3 clusters Score -325780.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -325780.437500 Penalty: 2567.104248
	Iteration 47Q: 3 clusters Score -325780.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -325781.281250 Penalty: 2567.104248
	Iteration 48Q: 3 clusters Score -325781.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -325781.281250 Penalty: 2567.104248
	Iteration 49F: 3 clusters Score -325781.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (19189 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19189 members 
Entering Unmasked Estep 
Score: -2246343.000000 Penalty: 1602.589966
	Iteration 0F: 2 clusters Score -2246343 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9533 members 
Mstep: Class 2 contains 9656 members 
Entering Unmasked Estep 
Score: -2233213.000000 Penalty: 3205.179932
	Iteration 0F: 3 clusters Score -2233213 nChanged 8700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9277 members 
Mstep: Class 2 contains 9912 members 
Entering Unmasked Estep 
Score: -2238315.750000 Penalty: 3205.179932
	Iteration 1F: 3 clusters Score -2238316 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9088 members 
Mstep: Class 2 contains 10101 members 
Entering Unmasked Estep 
Score: -2238884.250000 Penalty: 3205.179932
	Iteration 2F: 3 clusters Score -2238884 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8885 members 
Mstep: Class 2 contains 10304 members 
Entering Unmasked Estep 
Score: -2239408.750000 Penalty: 3205.179932
	Iteration 3F: 3 clusters Score -2239409 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8629 members 
Mstep: Class 2 contains 10560 members 
Entering Unmasked Estep 
Score: -2239902.750000 Penalty: 3205.179932
	Iteration 4F: 3 clusters Score -2239903 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8361 members 
Mstep: Class 2 contains 10828 members 
Entering Unmasked Estep 
Score: -2240410.000000 Penalty: 3205.179932
	Iteration 5Q: 3 clusters Score -2240410 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7972 members 
Mstep: Class 2 contains 11217 members 
Entering Unmasked Estep 
Score: -2240953.750000 Penalty: 3205.179932
	Iteration 6F: 3 clusters Score -2240954 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7457 members 
Mstep: Class 2 contains 11732 members 
Entering Unmasked Estep 
Score: -2241570.500000 Penalty: 3205.179932
	Iteration 7F: 3 clusters Score -2241570 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6921 members 
Mstep: Class 2 contains 12268 members 
Entering Unmasked Estep 
Score: -2242177.000000 Penalty: 3205.179932
	Iteration 8Q: 3 clusters Score -2242177 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6358 members 
Mstep: Class 2 contains 12831 members 
Entering Unmasked Estep 
Score: -2242735.500000 Penalty: 3205.179932
	Iteration 9Q: 3 clusters Score -2242736 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5818 members 
Mstep: Class 2 contains 13371 members 
Entering Unmasked Estep 
Score: -2243223.500000 Penalty: 3205.179932
	Iteration 10Q: 3 clusters Score -2243224 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5338 members 
Mstep: Class 2 contains 13851 members 
Entering Unmasked Estep 
Score: -2243571.250000 Penalty: 3205.179932
	Iteration 11Q: 3 clusters Score -2243571 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 14248 members 
Entering Unmasked Estep 
Score: -2243786.750000 Penalty: 3205.179932
	Iteration 12Q: 3 clusters Score -2243787 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 14605 members 
Entering Unmasked Estep 
Score: -2243953.000000 Penalty: 3205.179932
	Iteration 13Q: 3 clusters Score -2243953 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 14948 members 
Entering Unmasked Estep 
Score: -2244107.750000 Penalty: 3205.179932
	Iteration 14Q: 3 clusters Score -2244108 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 15295 members 
Entering Unmasked Estep 
Score: -2244244.000000 Penalty: 3205.179932
	Iteration 15Q: 3 clusters Score -2244244 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 15579 members 
Entering Unmasked Estep 
Score: -2244350.500000 Penalty: 3205.179932
	Iteration 16Q: 3 clusters Score -2244350 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 15838 members 
Entering Unmasked Estep 
Score: -2244433.750000 Penalty: 3205.179932
	Iteration 17Q: 3 clusters Score -2244434 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 16076 members 
Entering Unmasked Estep 
Score: -2244508.750000 Penalty: 3205.179932
	Iteration 18Q: 3 clusters Score -2244509 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 16305 members 
Entering Unmasked Estep 
Score: -2244592.750000 Penalty: 3205.179932
	Iteration 19Q: 3 clusters Score -2244593 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 16525 members 
Entering Unmasked Estep 
Score: -2244667.000000 Penalty: 3205.179932
	Iteration 20F: 3 clusters Score -2244667 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 16731 members 
Entering Unmasked Estep 
Score: -2244745.250000 Penalty: 3205.179932
	Iteration 21Q: 3 clusters Score -2244745 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 16888 members 
Entering Unmasked Estep 
Score: -2244783.250000 Penalty: 3205.179932
	Iteration 22Q: 3 clusters Score -2244783 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 17019 members 
Entering Unmasked Estep 
Score: -2244832.000000 Penalty: 3205.179932
	Iteration 23Q: 3 clusters Score -2244832 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 17129 members 
Entering Unmasked Estep 
Score: -2244861.750000 Penalty: 3205.179932
	Iteration 24Q: 3 clusters Score -2244862 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 17242 members 
Entering Unmasked Estep 
Score: -2244907.750000 Penalty: 3205.179932
	Iteration 25Q: 3 clusters Score -2244908 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 17343 members 
Entering Unmasked Estep 
Score: -2244940.750000 Penalty: 3205.179932
	Iteration 26Q: 3 clusters Score -2244941 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 17431 members 
Entering Unmasked Estep 
Score: -2244967.750000 Penalty: 3205.179932
	Iteration 27Q: 3 clusters Score -2244968 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 17503 members 
Entering Unmasked Estep 
Score: -2244997.000000 Penalty: 3205.179932
	Iteration 28Q: 3 clusters Score -2244997 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 17576 members 
Entering Unmasked Estep 
Score: -2245018.000000 Penalty: 3205.179932
	Iteration 29Q: 3 clusters Score -2245018 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 17652 members 
Entering Unmasked Estep 
Score: -2245050.750000 Penalty: 3205.179932
	Iteration 30Q: 3 clusters Score -2245051 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 17711 members 
Entering Unmasked Estep 
Score: -2245067.250000 Penalty: 3205.179932
	Iteration 31Q: 3 clusters Score -2245067 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 17773 members 
Entering Unmasked Estep 
Score: -2245095.000000 Penalty: 3205.179932
	Iteration 32Q: 3 clusters Score -2245095 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 17830 members 
Entering Unmasked Estep 
Score: -2245117.000000 Penalty: 3205.179932
	Iteration 33Q: 3 clusters Score -2245117 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 17878 members 
Entering Unmasked Estep 
Score: -2245134.000000 Penalty: 3205.179932
	Iteration 34Q: 3 clusters Score -2245134 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 17909 members 
Entering Unmasked Estep 
Score: -2245145.000000 Penalty: 3205.179932
	Iteration 35Q: 3 clusters Score -2245145 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 17938 members 
Entering Unmasked Estep 
Score: -2245152.000000 Penalty: 3205.179932
	Iteration 36Q: 3 clusters Score -2245152 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 17970 members 
Entering Unmasked Estep 
Score: -2245161.750000 Penalty: 3205.179932
	Iteration 37Q: 3 clusters Score -2245162 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 17998 members 
Entering Unmasked Estep 
Score: -2245174.000000 Penalty: 3205.179932
	Iteration 38Q: 3 clusters Score -2245174 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 18023 members 
Entering Unmasked Estep 
Score: -2245186.250000 Penalty: 3205.179932
	Iteration 39Q: 3 clusters Score -2245186 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 18046 members 
Entering Unmasked Estep 
Score: -2245193.750000 Penalty: 3205.179932
	Iteration 40F: 3 clusters Score -2245194 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 18061 members 
Entering Unmasked Estep 
Score: -2245199.250000 Penalty: 3205.179932
	Iteration 41Q: 3 clusters Score -2245199 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 18072 members 
Entering Unmasked Estep 
Score: -2245200.250000 Penalty: 3205.179932
	Iteration 42Q: 3 clusters Score -2245200 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 18084 members 
Entering Unmasked Estep 
Score: -2245204.750000 Penalty: 3205.179932
	Iteration 43Q: 3 clusters Score -2245205 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 18091 members 
Entering Unmasked Estep 
Score: -2245202.250000 Penalty: 3205.179932
	Iteration 44Q: 3 clusters Score -2245202 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 18104 members 
Entering Unmasked Estep 
Score: -2245204.250000 Penalty: 3205.179932
	Iteration 45Q: 3 clusters Score -2245204 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 18115 members 
Entering Unmasked Estep 
Score: -2245209.250000 Penalty: 3205.179932
	Iteration 46Q: 3 clusters Score -2245209 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 18131 members 
Entering Unmasked Estep 
Score: -2245217.000000 Penalty: 3205.179932
	Iteration 47Q: 3 clusters Score -2245217 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 18147 members 
Entering Unmasked Estep 
Score: -2245221.000000 Penalty: 3205.179932
	Iteration 48Q: 3 clusters Score -2245221 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 18161 members 
Entering Unmasked Estep 
Score: -2245223.250000 Penalty: 3205.179932
	Iteration 49Q: 3 clusters Score -2245223 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 18170 members 
Entering Unmasked Estep 
Score: -2245228.000000 Penalty: 3205.179932
	Iteration 50Q: 3 clusters Score -2245228 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 18180 members 
Entering Unmasked Estep 
Score: -2245227.000000 Penalty: 3205.179932
	Iteration 51Q: 3 clusters Score -2245227 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 18184 members 
Entering Unmasked Estep 
Score: -2245229.000000 Penalty: 3205.179932
	Iteration 52Q: 3 clusters Score -2245229 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 18189 members 
Entering Unmasked Estep 
Score: -2245231.500000 Penalty: 3205.179932
	Iteration 53Q: 3 clusters Score -2245232 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 18194 members 
Entering Unmasked Estep 
Score: -2245230.750000 Penalty: 3205.179932
	Iteration 54Q: 3 clusters Score -2245231 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 18195 members 
Entering Unmasked Estep 
Score: -2245230.000000 Penalty: 3205.179932
	Iteration 55Q: 3 clusters Score -2245230 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 18197 members 
Entering Unmasked Estep 
Score: -2245232.000000 Penalty: 3205.179932
	Iteration 56Q: 3 clusters Score -2245232 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 18200 members 
Entering Unmasked Estep 
Score: -2245231.750000 Penalty: 3205.179932
	Iteration 57Q: 3 clusters Score -2245232 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 18202 members 
Entering Unmasked Estep 
Score: -2245232.000000 Penalty: 3205.179932
	Iteration 58Q: 3 clusters Score -2245232 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 18206 members 
Entering Unmasked Estep 
Score: -2245230.250000 Penalty: 3205.179932
	Iteration 59Q: 3 clusters Score -2245230 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 18212 members 
Entering Unmasked Estep 
Score: -2245234.500000 Penalty: 3205.179932
	Iteration 60F: 3 clusters Score -2245234 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 18216 members 
Entering Unmasked Estep 
Score: -2245237.750000 Penalty: 3205.179932
	Iteration 61Q: 3 clusters Score -2245238 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 18221 members 
Entering Unmasked Estep 
Score: -2245237.000000 Penalty: 3205.179932
	Iteration 62Q: 3 clusters Score -2245237 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 18223 members 
Entering Unmasked Estep 
Score: -2245238.250000 Penalty: 3205.179932
	Iteration 63Q: 3 clusters Score -2245238 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 18224 members 
Entering Unmasked Estep 
Score: -2245241.500000 Penalty: 3205.179932
	Iteration 64Q: 3 clusters Score -2245242 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 18228 members 
Entering Unmasked Estep 
Score: -2245242.250000 Penalty: 3205.179932
	Iteration 65Q: 3 clusters Score -2245242 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 18232 members 
Entering Unmasked Estep 
Score: -2245248.000000 Penalty: 3205.179932
	Iteration 66Q: 3 clusters Score -2245248 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 18239 members 
Entering Unmasked Estep 
Score: -2245249.250000 Penalty: 3205.179932
	Iteration 67Q: 3 clusters Score -2245249 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 18248 members 
Entering Unmasked Estep 
Score: -2245254.250000 Penalty: 3205.179932
	Iteration 68Q: 3 clusters Score -2245254 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 18255 members 
Entering Unmasked Estep 
Score: -2245261.000000 Penalty: 3205.179932
	Iteration 69Q: 3 clusters Score -2245261 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 18259 members 
Entering Unmasked Estep 
Score: -2245265.000000 Penalty: 3205.179932
	Iteration 70Q: 3 clusters Score -2245265 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 18261 members 
Entering Unmasked Estep 
Score: -2245268.750000 Penalty: 3205.179932
	Iteration 71Q: 3 clusters Score -2245269 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 18267 members 
Entering Unmasked Estep 
Score: -2245267.250000 Penalty: 3205.179932
	Iteration 72Q: 3 clusters Score -2245267 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 18269 members 
Entering Unmasked Estep 
Score: -2245269.000000 Penalty: 3205.179932
	Iteration 73Q: 3 clusters Score -2245269 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 18270 members 
Entering Unmasked Estep 
Score: -2245269.750000 Penalty: 3205.179932
	Iteration 74Q: 3 clusters Score -2245270 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 18271 members 
Entering Unmasked Estep 
Score: -2245268.750000 Penalty: 3205.179932
	Iteration 75Q: 3 clusters Score -2245269 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 18271 members 
Entering Unmasked Estep 
Score: -2245268.750000 Penalty: 3205.179932
	Iteration 76F: 3 clusters Score -2245269 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (1346 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Entering Unmasked Estep 
Score: -166727.375000 Penalty: 1170.795044
	Iteration 0F: 2 clusters Score -166727.4 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 688 members 
Entering Unmasked Estep 
Score: -165051.468750 Penalty: 2341.590088
	Iteration 0F: 3 clusters Score -165051.5 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -165417.421875 Penalty: 2341.590088
	Iteration 1F: 3 clusters Score -165417.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -165561.125000 Penalty: 2341.590088
	Iteration 2F: 3 clusters Score -165561.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -165647.031250 Penalty: 2341.590088
	Iteration 3F: 3 clusters Score -165647 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -165709.593750 Penalty: 2341.590088
	Iteration 4Q: 3 clusters Score -165709.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -165760.140625 Penalty: 2341.590088
	Iteration 5Q: 3 clusters Score -165760.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -165787.546875 Penalty: 2341.590088
	Iteration 6Q: 3 clusters Score -165787.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -165807.578125 Penalty: 2341.590088
	Iteration 7Q: 3 clusters Score -165807.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -165821.015625 Penalty: 2341.590088
	Iteration 8Q: 3 clusters Score -165821 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -165827.937500 Penalty: 2341.590088
	Iteration 9Q: 3 clusters Score -165827.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -165835.484375 Penalty: 2341.590088
	Iteration 10Q: 3 clusters Score -165835.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -165837.875000 Penalty: 2341.590088
	Iteration 11Q: 3 clusters Score -165837.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -165841.062500 Penalty: 2341.590088
	Iteration 12Q: 3 clusters Score -165841.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -165846.140625 Penalty: 2341.590088
	Iteration 13Q: 3 clusters Score -165846.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -165849.531250 Penalty: 2341.590088
	Iteration 14Q: 3 clusters Score -165849.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -165850.343750 Penalty: 2341.590088
	Iteration 15Q: 3 clusters Score -165850.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -165851.656250 Penalty: 2341.590088
	Iteration 16Q: 3 clusters Score -165851.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -165852.453125 Penalty: 2341.590088
	Iteration 17Q: 3 clusters Score -165852.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -165853.843750 Penalty: 2341.590088
	Iteration 18Q: 3 clusters Score -165853.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -165853.843750 Penalty: 2341.590088
	Iteration 19F: 3 clusters Score -165853.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (14960 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14960 members 
Entering Unmasked Estep 
Score: -1892170.625000 Penalty: 1562.134521
	Iteration 0F: 2 clusters Score -1892171 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7484 members 
Mstep: Class 2 contains 7476 members 
Entering Unmasked Estep 
Score: -1881819.375000 Penalty: 3124.269043
	Iteration 0F: 3 clusters Score -1881819 nChanged 6593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7575 members 
Mstep: Class 2 contains 7385 members 
Entering Unmasked Estep 
Score: -1885410.375000 Penalty: 3124.269043
	Iteration 1F: 3 clusters Score -1885410 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7649 members 
Mstep: Class 2 contains 7311 members 
Entering Unmasked Estep 
Score: -1885728.375000 Penalty: 3124.269043
	Iteration 2F: 3 clusters Score -1885728 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7725 members 
Mstep: Class 2 contains 7235 members 
Entering Unmasked Estep 
Score: -1885989.750000 Penalty: 3124.269043
	Iteration 3Q: 3 clusters Score -1885990 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7828 members 
Mstep: Class 2 contains 7132 members 
Entering Unmasked Estep 
Score: -1886259.500000 Penalty: 3124.269043
	Iteration 4Q: 3 clusters Score -1886260 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 7009 members 
Entering Unmasked Estep 
Score: -1886576.125000 Penalty: 3124.269043
	Iteration 5Q: 3 clusters Score -1886576 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8074 members 
Mstep: Class 2 contains 6886 members 
Entering Unmasked Estep 
Score: -1886956.750000 Penalty: 3124.269043
	Iteration 6Q: 3 clusters Score -1886957 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8253 members 
Mstep: Class 2 contains 6707 members 
Entering Unmasked Estep 
Score: -1887378.125000 Penalty: 3124.269043
	Iteration 7Q: 3 clusters Score -1887378 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8495 members 
Mstep: Class 2 contains 6465 members 
Entering Unmasked Estep 
Score: -1887833.875000 Penalty: 3124.269043
	Iteration 8Q: 3 clusters Score -1887834 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8797 members 
Mstep: Class 2 contains 6163 members 
Entering Unmasked Estep 
Score: -1888314.500000 Penalty: 3124.269043
	Iteration 9Q: 3 clusters Score -1888314 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9069 members 
Mstep: Class 2 contains 5891 members 
Entering Unmasked Estep 
Score: -1888721.125000 Penalty: 3124.269043
	Iteration 10Q: 3 clusters Score -1888721 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9302 members 
Mstep: Class 2 contains 5658 members 
Entering Unmasked Estep 
Score: -1889002.625000 Penalty: 3124.269043
	Iteration 11Q: 3 clusters Score -1889003 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9526 members 
Mstep: Class 2 contains 5434 members 
Entering Unmasked Estep 
Score: -1889198.000000 Penalty: 3124.269043
	Iteration 12Q: 3 clusters Score -1889198 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9741 members 
Mstep: Class 2 contains 5219 members 
Entering Unmasked Estep 
Score: -1889323.000000 Penalty: 3124.269043
	Iteration 13Q: 3 clusters Score -1889323 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9958 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -1889413.875000 Penalty: 3124.269043
	Iteration 14Q: 3 clusters Score -1889414 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10144 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -1889491.000000 Penalty: 3124.269043
	Iteration 15Q: 3 clusters Score -1889491 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10321 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
Score: -1889555.250000 Penalty: 3124.269043
	Iteration 16Q: 3 clusters Score -1889555 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10500 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -1889614.000000 Penalty: 3124.269043
	Iteration 17Q: 3 clusters Score -1889614 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10662 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -1889662.875000 Penalty: 3124.269043
	Iteration 18Q: 3 clusters Score -1889663 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10816 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -1889711.875000 Penalty: 3124.269043
	Iteration 19Q: 3 clusters Score -1889712 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10974 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -1889764.000000 Penalty: 3124.269043
	Iteration 20F: 3 clusters Score -1889764 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11129 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -1889817.750000 Penalty: 3124.269043
	Iteration 21Q: 3 clusters Score -1889818 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11304 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -1889879.250000 Penalty: 3124.269043
	Iteration 22Q: 3 clusters Score -1889879 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11470 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -1889947.125000 Penalty: 3124.269043
	Iteration 23Q: 3 clusters Score -1889947 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11654 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -1890024.125000 Penalty: 3124.269043
	Iteration 24Q: 3 clusters Score -1890024 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11827 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -1890098.500000 Penalty: 3124.269043
	Iteration 25Q: 3 clusters Score -1890098 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12015 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -1890173.125000 Penalty: 3124.269043
	Iteration 26Q: 3 clusters Score -1890173 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12184 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -1890230.000000 Penalty: 3124.269043
	Iteration 27Q: 3 clusters Score -1890230 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12333 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -1890299.750000 Penalty: 3124.269043
	Iteration 28Q: 3 clusters Score -1890300 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12473 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -1890360.500000 Penalty: 3124.269043
	Iteration 29Q: 3 clusters Score -1890360 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12595 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -1890407.000000 Penalty: 3124.269043
	Iteration 30Q: 3 clusters Score -1890407 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12702 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -1890439.125000 Penalty: 3124.269043
	Iteration 31Q: 3 clusters Score -1890439 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12790 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -1890477.125000 Penalty: 3124.269043
	Iteration 32Q: 3 clusters Score -1890477 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12893 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -1890523.125000 Penalty: 3124.269043
	Iteration 33Q: 3 clusters Score -1890523 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12986 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -1890559.750000 Penalty: 3124.269043
	Iteration 34Q: 3 clusters Score -1890560 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13072 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -1890583.250000 Penalty: 3124.269043
	Iteration 35Q: 3 clusters Score -1890583 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13134 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -1890605.250000 Penalty: 3124.269043
	Iteration 36Q: 3 clusters Score -1890605 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13194 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -1890618.875000 Penalty: 3124.269043
	Iteration 37Q: 3 clusters Score -1890619 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13248 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -1890642.000000 Penalty: 3124.269043
	Iteration 38Q: 3 clusters Score -1890642 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13303 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -1890662.500000 Penalty: 3124.269043
	Iteration 39Q: 3 clusters Score -1890662 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13349 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -1890673.750000 Penalty: 3124.269043
	Iteration 40F: 3 clusters Score -1890674 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13383 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -1890684.375000 Penalty: 3124.269043
	Iteration 41Q: 3 clusters Score -1890684 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13420 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -1890700.125000 Penalty: 3124.269043
	Iteration 42Q: 3 clusters Score -1890700 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13449 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -1890706.750000 Penalty: 3124.269043
	Iteration 43Q: 3 clusters Score -1890707 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13473 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -1890715.000000 Penalty: 3124.269043
	Iteration 44Q: 3 clusters Score -1890715 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13502 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -1890724.750000 Penalty: 3124.269043
	Iteration 45Q: 3 clusters Score -1890725 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13533 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -1890727.250000 Penalty: 3124.269043
	Iteration 46Q: 3 clusters Score -1890727 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13562 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -1890735.500000 Penalty: 3124.269043
	Iteration 47Q: 3 clusters Score -1890736 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13585 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -1890743.375000 Penalty: 3124.269043
	Iteration 48Q: 3 clusters Score -1890743 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13612 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -1890753.375000 Penalty: 3124.269043
	Iteration 49Q: 3 clusters Score -1890753 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13630 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -1890757.875000 Penalty: 3124.269043
	Iteration 50Q: 3 clusters Score -1890758 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13650 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -1890762.500000 Penalty: 3124.269043
	Iteration 51Q: 3 clusters Score -1890762 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13670 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -1890766.750000 Penalty: 3124.269043
	Iteration 52Q: 3 clusters Score -1890767 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13699 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -1890773.875000 Penalty: 3124.269043
	Iteration 53Q: 3 clusters Score -1890774 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13723 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -1890782.625000 Penalty: 3124.269043
	Iteration 54Q: 3 clusters Score -1890783 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13741 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -1890787.875000 Penalty: 3124.269043
	Iteration 55Q: 3 clusters Score -1890788 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13753 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -1890787.000000 Penalty: 3124.269043
	Iteration 56Q: 3 clusters Score -1890787 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13758 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -1890787.750000 Penalty: 3124.269043
	Iteration 57Q: 3 clusters Score -1890788 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13763 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -1890788.750000 Penalty: 3124.269043
	Iteration 58Q: 3 clusters Score -1890789 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13768 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -1890791.500000 Penalty: 3124.269043
	Iteration 59Q: 3 clusters Score -1890792 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13776 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -1890794.250000 Penalty: 3124.269043
	Iteration 60F: 3 clusters Score -1890794 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13782 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -1890797.125000 Penalty: 3124.269043
	Iteration 61Q: 3 clusters Score -1890797 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13790 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -1890799.500000 Penalty: 3124.269043
	Iteration 62Q: 3 clusters Score -1890800 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13800 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -1890798.500000 Penalty: 3124.269043
	Iteration 63Q: 3 clusters Score -1890798 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13811 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -1890802.375000 Penalty: 3124.269043
	Iteration 64Q: 3 clusters Score -1890802 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13813 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -1890803.000000 Penalty: 3124.269043
	Iteration 65Q: 3 clusters Score -1890803 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13816 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -1890805.875000 Penalty: 3124.269043
	Iteration 66Q: 3 clusters Score -1890806 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13820 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -1890806.500000 Penalty: 3124.269043
	Iteration 67Q: 3 clusters Score -1890806 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13823 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -1890806.125000 Penalty: 3124.269043
	Iteration 68Q: 3 clusters Score -1890806 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13827 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -1890807.375000 Penalty: 3124.269043
	Iteration 69Q: 3 clusters Score -1890807 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13834 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -1890811.750000 Penalty: 3124.269043
	Iteration 70Q: 3 clusters Score -1890812 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13838 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -1890813.000000 Penalty: 3124.269043
	Iteration 71Q: 3 clusters Score -1890813 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13841 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -1890812.500000 Penalty: 3124.269043
	Iteration 72Q: 3 clusters Score -1890812 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13847 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -1890812.375000 Penalty: 3124.269043
	Iteration 73Q: 3 clusters Score -1890812 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13854 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -1890813.125000 Penalty: 3124.269043
	Iteration 74Q: 3 clusters Score -1890813 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13864 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -1890815.500000 Penalty: 3124.269043
	Iteration 75Q: 3 clusters Score -1890816 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13878 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -1890819.625000 Penalty: 3124.269043
	Iteration 76Q: 3 clusters Score -1890820 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13889 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -1890818.750000 Penalty: 3124.269043
	Iteration 77Q: 3 clusters Score -1890819 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13896 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -1890820.500000 Penalty: 3124.269043
	Iteration 78Q: 3 clusters Score -1890820 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13905 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -1890823.375000 Penalty: 3124.269043
	Iteration 79Q: 3 clusters Score -1890823 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13911 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -1890825.750000 Penalty: 3124.269043
	Iteration 80F: 3 clusters Score -1890826 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13912 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -1890827.375000 Penalty: 3124.269043
	Iteration 81Q: 3 clusters Score -1890827 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13916 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -1890828.875000 Penalty: 3124.269043
	Iteration 82Q: 3 clusters Score -1890829 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13919 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -1890831.500000 Penalty: 3124.269043
	Iteration 83Q: 3 clusters Score -1890832 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13922 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -1890833.625000 Penalty: 3124.269043
	Iteration 84Q: 3 clusters Score -1890834 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13922 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -1890833.625000 Penalty: 3124.269043
	Iteration 85F: 3 clusters Score -1890834 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (1997 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Entering Unmasked Estep 
Score: -272824.281250 Penalty: 1234.902710
	Iteration 0F: 2 clusters Score -272824.3 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 1025 members 
Entering Unmasked Estep 
Score: -270746.281250 Penalty: 2469.805420
	Iteration 0F: 3 clusters Score -270746.3 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -271172.062500 Penalty: 2469.805420
	Iteration 1F: 3 clusters Score -271172.1 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -271268.062500 Penalty: 2469.805420
	Iteration 2F: 3 clusters Score -271268.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -271318.093750 Penalty: 2469.805420
	Iteration 3Q: 3 clusters Score -271318.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -271354.750000 Penalty: 2469.805420
	Iteration 4Q: 3 clusters Score -271354.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -271374.218750 Penalty: 2469.805420
	Iteration 5Q: 3 clusters Score -271374.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -271386.187500 Penalty: 2469.805420
	Iteration 6Q: 3 clusters Score -271386.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -271396.281250 Penalty: 2469.805420
	Iteration 7Q: 3 clusters Score -271396.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -271405.593750 Penalty: 2469.805420
	Iteration 8Q: 3 clusters Score -271405.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -271411.937500 Penalty: 2469.805420
	Iteration 9Q: 3 clusters Score -271411.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -271416.156250 Penalty: 2469.805420
	Iteration 10Q: 3 clusters Score -271416.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -271421.031250 Penalty: 2469.805420
	Iteration 11Q: 3 clusters Score -271421 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -271424.375000 Penalty: 2469.805420
	Iteration 12Q: 3 clusters Score -271424.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -271427.281250 Penalty: 2469.805420
	Iteration 13Q: 3 clusters Score -271427.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -271432.000000 Penalty: 2469.805420
	Iteration 14Q: 3 clusters Score -271432 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -271434.812500 Penalty: 2469.805420
	Iteration 15Q: 3 clusters Score -271434.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -271437.156250 Penalty: 2469.805420
	Iteration 16Q: 3 clusters Score -271437.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -271438.687500 Penalty: 2469.805420
	Iteration 17Q: 3 clusters Score -271438.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -271442.625000 Penalty: 2469.805420
	Iteration 18Q: 3 clusters Score -271442.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -271445.437500 Penalty: 2469.805420
	Iteration 19Q: 3 clusters Score -271445.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -271445.906250 Penalty: 2469.805420
	Iteration 20F: 3 clusters Score -271445.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -271446.343750 Penalty: 2469.805420
	Iteration 21Q: 3 clusters Score -271446.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -271446.500000 Penalty: 2469.805420
	Iteration 22Q: 3 clusters Score -271446.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -271446.500000 Penalty: 2469.805420
	Iteration 23F: 3 clusters Score -271446.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (1132 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Entering Unmasked Estep 
Score: -134758.390625 Penalty: 1142.657959
	Iteration 0F: 2 clusters Score -134758.4 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 566 members 
Entering Unmasked Estep 
Score: -133270.500000 Penalty: 2285.315918
	Iteration 0F: 3 clusters Score -133270.5 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -133642.640625 Penalty: 2285.315918
	Iteration 1F: 3 clusters Score -133642.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -133853.093750 Penalty: 2285.315918
	Iteration 2F: 3 clusters Score -133853.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -134029.562500 Penalty: 2285.315918
	Iteration 3F: 3 clusters Score -134029.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -134210.125000 Penalty: 2285.315918
	Iteration 4F: 3 clusters Score -134210.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -134333.968750 Penalty: 2285.315918
	Iteration 5Q: 3 clusters Score -134334 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -134391.015625 Penalty: 2285.315918
	Iteration 6Q: 3 clusters Score -134391 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -134423.156250 Penalty: 2285.315918
	Iteration 7Q: 3 clusters Score -134423.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -134437.031250 Penalty: 2285.315918
	Iteration 8Q: 3 clusters Score -134437 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -134447.625000 Penalty: 2285.315918
	Iteration 9Q: 3 clusters Score -134447.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -134458.343750 Penalty: 2285.315918
	Iteration 10Q: 3 clusters Score -134458.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -134464.734375 Penalty: 2285.315918
	Iteration 11Q: 3 clusters Score -134464.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -134468.093750 Penalty: 2285.315918
	Iteration 12Q: 3 clusters Score -134468.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -134470.578125 Penalty: 2285.315918
	Iteration 13Q: 3 clusters Score -134470.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -134474.062500 Penalty: 2285.315918
	Iteration 14Q: 3 clusters Score -134474.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -134479.375000 Penalty: 2285.315918
	Iteration 15Q: 3 clusters Score -134479.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -134481.593750 Penalty: 2285.315918
	Iteration 16Q: 3 clusters Score -134481.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -134484.671875 Penalty: 2285.315918
	Iteration 17Q: 3 clusters Score -134484.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -134485.671875 Penalty: 2285.315918
	Iteration 18Q: 3 clusters Score -134485.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -134485.671875 Penalty: 2285.315918
	Iteration 19F: 3 clusters Score -134485.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (4269 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Entering Unmasked Estep 
Score: -539282.562500 Penalty: 1358.359375
	Iteration 0F: 2 clusters Score -539282.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -535776.437500 Penalty: 2716.718750
	Iteration 0F: 3 clusters Score -535776.4 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -536661.375000 Penalty: 2716.718750
	Iteration 1F: 3 clusters Score -536661.4 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -536867.187500 Penalty: 2716.718750
	Iteration 2F: 3 clusters Score -536867.2 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -537037.312500 Penalty: 2716.718750
	Iteration 3F: 3 clusters Score -537037.3 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -537200.062500 Penalty: 2716.718750
	Iteration 4F: 3 clusters Score -537200.1 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -537371.562500 Penalty: 2716.718750
	Iteration 5Q: 3 clusters Score -537371.6 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -537577.500000 Penalty: 2716.718750
	Iteration 6F: 3 clusters Score -537577.5 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -537885.812500 Penalty: 2716.718750
	Iteration 7F: 3 clusters Score -537885.8 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -538186.500000 Penalty: 2716.718750
	Iteration 8F: 3 clusters Score -538186.5 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -538400.750000 Penalty: 2716.718750
	Iteration 9F: 3 clusters Score -538400.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -538506.812500 Penalty: 2716.718750
	Iteration 10Q: 3 clusters Score -538506.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -538595.625000 Penalty: 2716.718750
	Iteration 11Q: 3 clusters Score -538595.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -538676.875000 Penalty: 2716.718750
	Iteration 12Q: 3 clusters Score -538676.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -538752.937500 Penalty: 2716.718750
	Iteration 13Q: 3 clusters Score -538752.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -538838.437500 Penalty: 2716.718750
	Iteration 14Q: 3 clusters Score -538838.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -538942.937500 Penalty: 2716.718750
	Iteration 15Q: 3 clusters Score -538942.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -539023.687500 Penalty: 2716.718750
	Iteration 16Q: 3 clusters Score -539023.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -539055.187500 Penalty: 2716.718750
	Iteration 17Q: 3 clusters Score -539055.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -539075.937500 Penalty: 2716.718750
	Iteration 18Q: 3 clusters Score -539075.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -539095.625000 Penalty: 2716.718750
	Iteration 19Q: 3 clusters Score -539095.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -539110.000000 Penalty: 2716.718750
	Iteration 20F: 3 clusters Score -539110 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -539115.812500 Penalty: 2716.718750
	Iteration 21Q: 3 clusters Score -539115.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -539119.500000 Penalty: 2716.718750
	Iteration 22Q: 3 clusters Score -539119.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -539121.937500 Penalty: 2716.718750
	Iteration 23Q: 3 clusters Score -539121.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -539121.937500 Penalty: 2716.718750
	Iteration 24Q: 3 clusters Score -539121.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -539123.625000 Penalty: 2716.718750
	Iteration 25Q: 3 clusters Score -539123.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -539124.000000 Penalty: 2716.718750
	Iteration 26Q: 3 clusters Score -539124 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -539124.000000 Penalty: 2716.718750
	Iteration 27F: 3 clusters Score -539124 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (3759 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Entering Unmasked Estep 
Score: -402513.281250 Penalty: 1337.685059
	Iteration 0F: 2 clusters Score -402513.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -399341.031250 Penalty: 2675.370117
	Iteration 0F: 3 clusters Score -399341 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -400382.531250 Penalty: 2675.370117
	Iteration 1F: 3 clusters Score -400382.5 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -400736.031250 Penalty: 2675.370117
	Iteration 2F: 3 clusters Score -400736 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -401074.875000 Penalty: 2675.370117
	Iteration 3F: 3 clusters Score -401074.9 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -401310.375000 Penalty: 2675.370117
	Iteration 4F: 3 clusters Score -401310.4 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -401480.718750 Penalty: 2675.370117
	Iteration 5F: 3 clusters Score -401480.7 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -401588.062500 Penalty: 2675.370117
	Iteration 6Q: 3 clusters Score -401588.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -401653.437500 Penalty: 2675.370117
	Iteration 7Q: 3 clusters Score -401653.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -401701.187500 Penalty: 2675.370117
	Iteration 8Q: 3 clusters Score -401701.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -401727.343750 Penalty: 2675.370117
	Iteration 9Q: 3 clusters Score -401727.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -401752.125000 Penalty: 2675.370117
	Iteration 10Q: 3 clusters Score -401752.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -401765.687500 Penalty: 2675.370117
	Iteration 11Q: 3 clusters Score -401765.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -401773.343750 Penalty: 2675.370117
	Iteration 12Q: 3 clusters Score -401773.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -401783.593750 Penalty: 2675.370117
	Iteration 13Q: 3 clusters Score -401783.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -401789.875000 Penalty: 2675.370117
	Iteration 14Q: 3 clusters Score -401789.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -401791.406250 Penalty: 2675.370117
	Iteration 15Q: 3 clusters Score -401791.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -401795.281250 Penalty: 2675.370117
	Iteration 16Q: 3 clusters Score -401795.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -401798.187500 Penalty: 2675.370117
	Iteration 17Q: 3 clusters Score -401798.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -401802.281250 Penalty: 2675.370117
	Iteration 18Q: 3 clusters Score -401802.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -401804.218750 Penalty: 2675.370117
	Iteration 19Q: 3 clusters Score -401804.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -401805.500000 Penalty: 2675.370117
	Iteration 20F: 3 clusters Score -401805.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -401806.250000 Penalty: 2675.370117
	Iteration 21Q: 3 clusters Score -401806.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -401807.250000 Penalty: 2675.370117
	Iteration 22Q: 3 clusters Score -401807.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -401809.812500 Penalty: 2675.370117
	Iteration 23Q: 3 clusters Score -401809.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -401812.343750 Penalty: 2675.370117
	Iteration 24Q: 3 clusters Score -401812.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -401814.062500 Penalty: 2675.370117
	Iteration 25Q: 3 clusters Score -401814.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -401814.718750 Penalty: 2675.370117
	Iteration 26Q: 3 clusters Score -401814.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -401817.531250 Penalty: 2675.370117
	Iteration 27Q: 3 clusters Score -401817.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -401818.500000 Penalty: 2675.370117
	Iteration 28Q: 3 clusters Score -401818.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -401818.687500 Penalty: 2675.370117
	Iteration 29Q: 3 clusters Score -401818.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -401818.812500 Penalty: 2675.370117
	Iteration 30Q: 3 clusters Score -401818.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -401819.500000 Penalty: 2675.370117
	Iteration 31Q: 3 clusters Score -401819.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -401819.812500 Penalty: 2675.370117
	Iteration 32Q: 3 clusters Score -401819.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -401820.750000 Penalty: 2675.370117
	Iteration 33Q: 3 clusters Score -401820.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -401821.343750 Penalty: 2675.370117
	Iteration 34Q: 3 clusters Score -401821.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -401822.187500 Penalty: 2675.370117
	Iteration 35Q: 3 clusters Score -401822.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -401822.187500 Penalty: 2675.370117
	Iteration 36F: 3 clusters Score -401822.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (3165 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Entering Unmasked Estep 
Score: -389919.531250 Penalty: 1309.734985
	Iteration 0F: 2 clusters Score -389919.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -387129.812500 Penalty: 2619.469971
	Iteration 0F: 3 clusters Score -387129.8 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -387841.031250 Penalty: 2619.469971
	Iteration 1F: 3 clusters Score -387841 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -388007.125000 Penalty: 2619.469971
	Iteration 2F: 3 clusters Score -388007.1 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -388142.031250 Penalty: 2619.469971
	Iteration 3F: 3 clusters Score -388142 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -388234.906250 Penalty: 2619.469971
	Iteration 4Q: 3 clusters Score -388234.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -388295.375000 Penalty: 2619.469971
	Iteration 5Q: 3 clusters Score -388295.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -388347.031250 Penalty: 2619.469971
	Iteration 6Q: 3 clusters Score -388347 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -388409.656250 Penalty: 2619.469971
	Iteration 7Q: 3 clusters Score -388409.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -388455.468750 Penalty: 2619.469971
	Iteration 8Q: 3 clusters Score -388455.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -388492.875000 Penalty: 2619.469971
	Iteration 9Q: 3 clusters Score -388492.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -388513.812500 Penalty: 2619.469971
	Iteration 10Q: 3 clusters Score -388513.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -388530.906250 Penalty: 2619.469971
	Iteration 11Q: 3 clusters Score -388530.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -388549.031250 Penalty: 2619.469971
	Iteration 12Q: 3 clusters Score -388549 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -388568.625000 Penalty: 2619.469971
	Iteration 13Q: 3 clusters Score -388568.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -388594.656250 Penalty: 2619.469971
	Iteration 14Q: 3 clusters Score -388594.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -388628.781250 Penalty: 2619.469971
	Iteration 15Q: 3 clusters Score -388628.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -388668.625000 Penalty: 2619.469971
	Iteration 16Q: 3 clusters Score -388668.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -388700.718750 Penalty: 2619.469971
	Iteration 17Q: 3 clusters Score -388700.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -388730.343750 Penalty: 2619.469971
	Iteration 18Q: 3 clusters Score -388730.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -388752.687500 Penalty: 2619.469971
	Iteration 19Q: 3 clusters Score -388752.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -388778.593750 Penalty: 2619.469971
	Iteration 20F: 3 clusters Score -388778.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -388801.500000 Penalty: 2619.469971
	Iteration 21Q: 3 clusters Score -388801.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -388817.812500 Penalty: 2619.469971
	Iteration 22Q: 3 clusters Score -388817.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -388847.625000 Penalty: 2619.469971
	Iteration 23Q: 3 clusters Score -388847.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -388893.531250 Penalty: 2619.469971
	Iteration 24Q: 3 clusters Score -388893.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -388936.625000 Penalty: 2619.469971
	Iteration 25Q: 3 clusters Score -388936.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -388985.093750 Penalty: 2619.469971
	Iteration 26Q: 3 clusters Score -388985.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -389055.625000 Penalty: 2619.469971
	Iteration 27Q: 3 clusters Score -389055.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -389116.593750 Penalty: 2619.469971
	Iteration 28Q: 3 clusters Score -389116.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -389194.625000 Penalty: 2619.469971
	Iteration 29Q: 3 clusters Score -389194.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -389289.812500 Penalty: 2619.469971
	Iteration 30Q: 3 clusters Score -389289.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -389411.937500 Penalty: 2619.469971
	Iteration 31Q: 3 clusters Score -389411.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -389566.781250 Penalty: 2619.469971
	Iteration 32Q: 3 clusters Score -389566.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -389695.156250 Penalty: 2619.469971
	Iteration 33Q: 3 clusters Score -389695.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -389765.187500 Penalty: 2619.469971
	Iteration 34Q: 3 clusters Score -389765.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -389808.218750 Penalty: 2619.469971
	Iteration 35Q: 3 clusters Score -389808.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -389831.093750 Penalty: 2619.469971
	Iteration 36Q: 3 clusters Score -389831.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -389848.593750 Penalty: 2619.469971
	Iteration 37Q: 3 clusters Score -389848.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -389865.031250 Penalty: 2619.469971
	Iteration 38Q: 3 clusters Score -389865 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -389884.312500 Penalty: 2619.469971
	Iteration 39Q: 3 clusters Score -389884.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -389896.031250 Penalty: 2619.469971
	Iteration 40F: 3 clusters Score -389896 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -389902.781250 Penalty: 2619.469971
	Iteration 41Q: 3 clusters Score -389902.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -389907.625000 Penalty: 2619.469971
	Iteration 42Q: 3 clusters Score -389907.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -389914.843750 Penalty: 2619.469971
	Iteration 43Q: 3 clusters Score -389914.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -389922.406250 Penalty: 2619.469971
	Iteration 44Q: 3 clusters Score -389922.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -389926.656250 Penalty: 2619.469971
	Iteration 45Q: 3 clusters Score -389926.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -389929.687500 Penalty: 2619.469971
	Iteration 46Q: 3 clusters Score -389929.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -389933.875000 Penalty: 2619.469971
	Iteration 47Q: 3 clusters Score -389933.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -389935.375000 Penalty: 2619.469971
	Iteration 48Q: 3 clusters Score -389935.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -389935.937500 Penalty: 2619.469971
	Iteration 49Q: 3 clusters Score -389935.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -389936.812500 Penalty: 2619.469971
	Iteration 50Q: 3 clusters Score -389936.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -389937.281250 Penalty: 2619.469971
	Iteration 51Q: 3 clusters Score -389937.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -389938.437500 Penalty: 2619.469971
	Iteration 52Q: 3 clusters Score -389938.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -389938.968750 Penalty: 2619.469971
	Iteration 53Q: 3 clusters Score -389939 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -389938.968750 Penalty: 2619.469971
	Iteration 54F: 3 clusters Score -389939 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 5326 members 
Mstep: Class 2 contains 5359 members 
Mstep: Class 3 contains 5390 members 
Mstep: Class 4 contains 35312 members 
Mstep: Class 5 contains 96014 members 
Mstep: Class 6 contains 461 members 
Mstep: Class 7 contains 17772 members 
Mstep: Class 8 contains 152298 members 
Mstep: Class 9 contains 8757 members 
Mstep: Class 10 contains 2189 members 
Mstep: Class 11 contains 450 members 
Mstep: Class 12 contains 17966 members 
Mstep: Class 13 contains 1408 members 
Mstep: Class 14 contains 1845 members 
Mstep: Class 15 contains 8211 members 
Mstep: Class 16 contains 39056 members 
Mstep: Class 17 contains 56706 members 
Mstep: Class 18 contains 2376 members 
Mstep: Class 19 contains 11588 members 
Mstep: Class 20 contains 39741 members 
Mstep: Class 21 contains 8094 members 
Mstep: Class 22 contains 12582 members 
Mstep: Class 23 contains 2974 members 
Mstep: Class 24 contains 39275 members 
Mstep: Class 25 contains 9239 members 
Mstep: Class 26 contains 3922 members 
Mstep: Class 27 contains 8847 members 
Mstep: Class 28 contains 3671 members 
Mstep: Class 29 contains 8174 members 
Mstep: Class 30 contains 6680 members 
Mstep: Class 31 contains 22936 members 
Mstep: Class 32 contains 40002 members 
Mstep: Class 33 contains 18053 members 
Mstep: Class 34 contains 2661 members 
Mstep: Class 35 contains 11496 members 
Mstep: Class 36 contains 2477 members 
Mstep: Class 37 contains 2694 members 
Mstep: Class 38 contains 19189 members 
Mstep: Class 39 contains 1346 members 
Mstep: Class 40 contains 14960 members 
Mstep: Class 41 contains 1997 members 
Mstep: Class 42 contains 1132 members 
Mstep: Class 43 contains 4269 members 
Mstep: Class 44 contains 3759 members 
Mstep: Class 45 contains 1683 members 
Mstep: Class 46 contains 4864 members 
Mstep: Class 47 contains 12146 members 
Mstep: Class 48 contains 2957 members 
Mstep: Class 49 contains 8056 members 
Mstep: Class 50 contains 27417 members 
Mstep: Class 51 contains 3315 members 
Mstep: Class 52 contains 1482 members 
Entering Unmasked Estep 
Score: -100304400.000000 Penalty: 115070.648438
Splitting cluster 45 changes total score from -100305264.000000 to -100304400.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 46 (4864 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Entering Unmasked Estep 
Score: -595127.562500 Penalty: 1379.562622
	Iteration 0F: 2 clusters Score -595127.6 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 2418 members 
Entering Unmasked Estep 
Score: -591228.125000 Penalty: 2759.125244
	Iteration 0F: 3 clusters Score -591228.1 nChanged 1902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -592336.312500 Penalty: 2759.125244
	Iteration 1F: 3 clusters Score -592336.3 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -592549.562500 Penalty: 2759.125244
	Iteration 2F: 3 clusters Score -592549.6 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -592700.625000 Penalty: 2759.125244
	Iteration 3F: 3 clusters Score -592700.6 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -592825.562500 Penalty: 2759.125244
	Iteration 4Q: 3 clusters Score -592825.6 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -592917.062500 Penalty: 2759.125244
	Iteration 5Q: 3 clusters Score -592917.1 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -593014.437500 Penalty: 2759.125244
	Iteration 6Q: 3 clusters Score -593014.4 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -593104.375000 Penalty: 2759.125244
	Iteration 7Q: 3 clusters Score -593104.4 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -593194.500000 Penalty: 2759.125244
	Iteration 8Q: 3 clusters Score -593194.5 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -593301.500000 Penalty: 2759.125244
	Iteration 9Q: 3 clusters Score -593301.5 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -593406.625000 Penalty: 2759.125244
	Iteration 10Q: 3 clusters Score -593406.6 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -593517.937500 Penalty: 2759.125244
	Iteration 11Q: 3 clusters Score -593517.9 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -593670.750000 Penalty: 2759.125244
	Iteration 12Q: 3 clusters Score -593670.8 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -593834.812500 Penalty: 2759.125244
	Iteration 13Q: 3 clusters Score -593834.8 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -593961.062500 Penalty: 2759.125244
	Iteration 14Q: 3 clusters Score -593961.1 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -594061.750000 Penalty: 2759.125244
	Iteration 15Q: 3 clusters Score -594061.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -594148.000000 Penalty: 2759.125244
	Iteration 16Q: 3 clusters Score -594148 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -594195.187500 Penalty: 2759.125244
	Iteration 17Q: 3 clusters Score -594195.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -594229.437500 Penalty: 2759.125244
	Iteration 18Q: 3 clusters Score -594229.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -594261.500000 Penalty: 2759.125244
	Iteration 19Q: 3 clusters Score -594261.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -594285.750000 Penalty: 2759.125244
	Iteration 20F: 3 clusters Score -594285.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -594306.562500 Penalty: 2759.125244
	Iteration 21Q: 3 clusters Score -594306.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -594316.687500 Penalty: 2759.125244
	Iteration 22Q: 3 clusters Score -594316.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -594322.437500 Penalty: 2759.125244
	Iteration 23Q: 3 clusters Score -594322.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -594327.062500 Penalty: 2759.125244
	Iteration 24Q: 3 clusters Score -594327.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -594331.812500 Penalty: 2759.125244
	Iteration 25Q: 3 clusters Score -594331.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -594334.562500 Penalty: 2759.125244
	Iteration 26Q: 3 clusters Score -594334.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -594336.312500 Penalty: 2759.125244
	Iteration 27Q: 3 clusters Score -594336.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -594338.625000 Penalty: 2759.125244
	Iteration 28Q: 3 clusters Score -594338.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -594341.812500 Penalty: 2759.125244
	Iteration 29Q: 3 clusters Score -594341.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -594344.375000 Penalty: 2759.125244
	Iteration 30Q: 3 clusters Score -594344.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -594346.937500 Penalty: 2759.125244
	Iteration 31Q: 3 clusters Score -594346.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -594349.750000 Penalty: 2759.125244
	Iteration 32Q: 3 clusters Score -594349.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -594350.812500 Penalty: 2759.125244
	Iteration 33Q: 3 clusters Score -594350.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -594350.437500 Penalty: 2759.125244
	Iteration 34Q: 3 clusters Score -594350.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -594351.812500 Penalty: 2759.125244
	Iteration 35Q: 3 clusters Score -594351.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -594352.187500 Penalty: 2759.125244
	Iteration 36Q: 3 clusters Score -594352.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -594352.750000 Penalty: 2759.125244
	Iteration 37Q: 3 clusters Score -594352.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -594353.187500 Penalty: 2759.125244
	Iteration 38Q: 3 clusters Score -594353.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -594354.062500 Penalty: 2759.125244
	Iteration 39Q: 3 clusters Score -594354.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -594354.312500 Penalty: 2759.125244
	Iteration 40F: 3 clusters Score -594354.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -594355.375000 Penalty: 2759.125244
	Iteration 41Q: 3 clusters Score -594355.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -594355.750000 Penalty: 2759.125244
	Iteration 42Q: 3 clusters Score -594355.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -594355.750000 Penalty: 2759.125244
	Iteration 43Q: 3 clusters Score -594355.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -594356.500000 Penalty: 2759.125244
	Iteration 44Q: 3 clusters Score -594356.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -594356.562500 Penalty: 2759.125244
	Iteration 45Q: 3 clusters Score -594356.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -594357.687500 Penalty: 2759.125244
	Iteration 46Q: 3 clusters Score -594357.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -594357.687500 Penalty: 2759.125244
	Iteration 47F: 3 clusters Score -594357.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (12146 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12146 members 
Entering Unmasked Estep 
Score: -1539487.875000 Penalty: 1528.272827
	Iteration 0F: 2 clusters Score -1539488 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5969 members 
Mstep: Class 2 contains 6177 members 
Entering Unmasked Estep 
Score: -1530902.750000 Penalty: 3056.545654
	Iteration 0F: 3 clusters Score -1530903 nChanged 5303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5400 members 
Mstep: Class 2 contains 6746 members 
Entering Unmasked Estep 
Score: -1533724.375000 Penalty: 3056.545654
	Iteration 1F: 3 clusters Score -1533724 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 7044 members 
Entering Unmasked Estep 
Score: -1533998.625000 Penalty: 3056.545654
	Iteration 2F: 3 clusters Score -1533999 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 7446 members 
Entering Unmasked Estep 
Score: -1534288.625000 Penalty: 3056.545654
	Iteration 3F: 3 clusters Score -1534289 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 7958 members 
Entering Unmasked Estep 
Score: -1534655.875000 Penalty: 3056.545654
	Iteration 4F: 3 clusters Score -1534656 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 8598 members 
Entering Unmasked Estep 
Score: -1535129.625000 Penalty: 3056.545654
	Iteration 5F: 3 clusters Score -1535130 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 9333 members 
Entering Unmasked Estep 
Score: -1535734.875000 Penalty: 3056.545654
	Iteration 6F: 3 clusters Score -1535735 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 10106 members 
Entering Unmasked Estep 
Score: -1536428.625000 Penalty: 3056.545654
	Iteration 7F: 3 clusters Score -1536429 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 10813 members 
Entering Unmasked Estep 
Score: -1537140.125000 Penalty: 3056.545654
	Iteration 8F: 3 clusters Score -1537140 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 11313 members 
Entering Unmasked Estep 
Score: -1537621.375000 Penalty: 3056.545654
	Iteration 9Q: 3 clusters Score -1537621 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 11599 members 
Entering Unmasked Estep 
Score: -1537907.250000 Penalty: 3056.545654
	Iteration 10Q: 3 clusters Score -1537907 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 11747 members 
Entering Unmasked Estep 
Score: -1538059.125000 Penalty: 3056.545654
	Iteration 11Q: 3 clusters Score -1538059 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 11823 members 
Entering Unmasked Estep 
Score: -1538144.625000 Penalty: 3056.545654
	Iteration 12Q: 3 clusters Score -1538145 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 11861 members 
Entering Unmasked Estep 
Score: -1538195.500000 Penalty: 3056.545654
	Iteration 13Q: 3 clusters Score -1538196 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 11878 members 
Entering Unmasked Estep 
Score: -1538215.000000 Penalty: 3056.545654
	Iteration 14Q: 3 clusters Score -1538215 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 11889 members 
Entering Unmasked Estep 
Score: -1538231.000000 Penalty: 3056.545654
	Iteration 15Q: 3 clusters Score -1538231 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 11892 members 
Entering Unmasked Estep 
Score: -1538239.250000 Penalty: 3056.545654
	Iteration 16Q: 3 clusters Score -1538239 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 11896 members 
Entering Unmasked Estep 
Score: -1538245.250000 Penalty: 3056.545654
	Iteration 17Q: 3 clusters Score -1538245 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 11898 members 
Entering Unmasked Estep 
Score: -1538247.500000 Penalty: 3056.545654
	Iteration 18Q: 3 clusters Score -1538248 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 11898 members 
Entering Unmasked Estep 
Score: -1538251.375000 Penalty: 3056.545654
	Iteration 19Q: 3 clusters Score -1538251 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 11900 members 
Entering Unmasked Estep 
Score: -1538250.875000 Penalty: 3056.545654
	Iteration 20F: 3 clusters Score -1538251 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 11900 members 
Entering Unmasked Estep 
Score: -1538251.375000 Penalty: 3056.545654
	Iteration 21Q: 3 clusters Score -1538251 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 11899 members 
Entering Unmasked Estep 
Score: -1538253.500000 Penalty: 3056.545654
	Iteration 22Q: 3 clusters Score -1538254 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 11900 members 
Entering Unmasked Estep 
Score: -1538254.500000 Penalty: 3056.545654
	Iteration 23Q: 3 clusters Score -1538254 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 11900 members 
Entering Unmasked Estep 
Score: -1538254.500000 Penalty: 3056.545654
	Iteration 24F: 3 clusters Score -1538254 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (2957 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Entering Unmasked Estep 
Score: -336574.000000 Penalty: 1298.688721
	Iteration 0F: 2 clusters Score -336574 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 1495 members 
Entering Unmasked Estep 
Score: -333827.062500 Penalty: 2597.377441
	Iteration 0F: 3 clusters Score -333827.1 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -334626.125000 Penalty: 2597.377441
	Iteration 1F: 3 clusters Score -334626.1 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -334799.156250 Penalty: 2597.377441
	Iteration 2F: 3 clusters Score -334799.2 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -334896.218750 Penalty: 2597.377441
	Iteration 3F: 3 clusters Score -334896.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -334963.781250 Penalty: 2597.377441
	Iteration 4Q: 3 clusters Score -334963.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -335017.375000 Penalty: 2597.377441
	Iteration 5Q: 3 clusters Score -335017.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -335055.062500 Penalty: 2597.377441
	Iteration 6Q: 3 clusters Score -335055.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -335083.656250 Penalty: 2597.377441
	Iteration 7Q: 3 clusters Score -335083.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -335103.343750 Penalty: 2597.377441
	Iteration 8Q: 3 clusters Score -335103.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -335129.000000 Penalty: 2597.377441
	Iteration 9Q: 3 clusters Score -335129 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -335158.781250 Penalty: 2597.377441
	Iteration 10Q: 3 clusters Score -335158.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -335188.812500 Penalty: 2597.377441
	Iteration 11Q: 3 clusters Score -335188.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -335238.843750 Penalty: 2597.377441
	Iteration 12Q: 3 clusters Score -335238.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -335327.312500 Penalty: 2597.377441
	Iteration 13Q: 3 clusters Score -335327.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -335424.906250 Penalty: 2597.377441
	Iteration 14Q: 3 clusters Score -335424.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -335528.781250 Penalty: 2597.377441
	Iteration 15Q: 3 clusters Score -335528.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -335652.437500 Penalty: 2597.377441
	Iteration 16Q: 3 clusters Score -335652.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -335784.125000 Penalty: 2597.377441
	Iteration 17Q: 3 clusters Score -335784.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -335982.343750 Penalty: 2597.377441
	Iteration 18Q: 3 clusters Score -335982.3 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -336272.156250 Penalty: 2597.377441
	Iteration 19Q: 3 clusters Score -336272.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -336518.531250 Penalty: 2597.377441
	Iteration 20F: 3 clusters Score -336518.5 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -336714.750000 Penalty: 2597.377441
	Iteration 21Q: 3 clusters Score -336714.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -336858.093750 Penalty: 2597.377441
	Iteration 22Q: 3 clusters Score -336858.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -336958.593750 Penalty: 2597.377441
	Iteration 23Q: 3 clusters Score -336958.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -336999.312500 Penalty: 2597.377441
	Iteration 24Q: 3 clusters Score -336999.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -337017.750000 Penalty: 2597.377441
	Iteration 25Q: 3 clusters Score -337017.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -337026.562500 Penalty: 2597.377441
	Iteration 26Q: 3 clusters Score -337026.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -337029.718750 Penalty: 2597.377441
	Iteration 27Q: 3 clusters Score -337029.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -337031.343750 Penalty: 2597.377441
	Iteration 28Q: 3 clusters Score -337031.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -337031.656250 Penalty: 2597.377441
	Iteration 29Q: 3 clusters Score -337031.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -337032.875000 Penalty: 2597.377441
	Iteration 30Q: 3 clusters Score -337032.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -337035.343750 Penalty: 2597.377441
	Iteration 31Q: 3 clusters Score -337035.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -337037.656250 Penalty: 2597.377441
	Iteration 32Q: 3 clusters Score -337037.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -337037.937500 Penalty: 2597.377441
	Iteration 33Q: 3 clusters Score -337037.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -337037.937500 Penalty: 2597.377441
	Iteration 34F: 3 clusters Score -337037.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 5326 members 
Mstep: Class 2 contains 5359 members 
Mstep: Class 3 contains 5390 members 
Mstep: Class 4 contains 35312 members 
Mstep: Class 5 contains 96014 members 
Mstep: Class 6 contains 461 members 
Mstep: Class 7 contains 17772 members 
Mstep: Class 8 contains 152298 members 
Mstep: Class 9 contains 8757 members 
Mstep: Class 10 contains 2189 members 
Mstep: Class 11 contains 450 members 
Mstep: Class 12 contains 17966 members 
Mstep: Class 13 contains 1408 members 
Mstep: Class 14 contains 1845 members 
Mstep: Class 15 contains 8211 members 
Mstep: Class 16 contains 39056 members 
Mstep: Class 17 contains 56706 members 
Mstep: Class 18 contains 2376 members 
Mstep: Class 19 contains 11588 members 
Mstep: Class 20 contains 39741 members 
Mstep: Class 21 contains 8094 members 
Mstep: Class 22 contains 12582 members 
Mstep: Class 23 contains 2974 members 
Mstep: Class 24 contains 39275 members 
Mstep: Class 25 contains 9239 members 
Mstep: Class 26 contains 3922 members 
Mstep: Class 27 contains 8847 members 
Mstep: Class 28 contains 3671 members 
Mstep: Class 29 contains 8174 members 
Mstep: Class 30 contains 6680 members 
Mstep: Class 31 contains 22936 members 
Mstep: Class 32 contains 40002 members 
Mstep: Class 33 contains 18053 members 
Mstep: Class 34 contains 2661 members 
Mstep: Class 35 contains 11496 members 
Mstep: Class 36 contains 2477 members 
Mstep: Class 37 contains 2694 members 
Mstep: Class 38 contains 19189 members 
Mstep: Class 39 contains 1346 members 
Mstep: Class 40 contains 14960 members 
Mstep: Class 41 contains 1997 members 
Mstep: Class 42 contains 1132 members 
Mstep: Class 43 contains 4269 members 
Mstep: Class 44 contains 3759 members 
Mstep: Class 45 contains 3165 members 
Mstep: Class 46 contains 4864 members 
Mstep: Class 47 contains 12146 members 
Mstep: Class 48 contains 1789 members 
Mstep: Class 49 contains 8056 members 
Mstep: Class 50 contains 27417 members 
Mstep: Class 51 contains 3315 members 
Mstep: Class 52 contains 1168 members 
Entering Unmasked Estep 
Score: -100304576.000000 Penalty: 115070.648438
Splitting cluster 48 changes total score from -100305264.000000 to -100304576.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 49 (8056 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8056 members 
Entering Unmasked Estep 
Score: -1027940.312500 Penalty: 1461.552979
	Iteration 0F: 2 clusters Score -1027940 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -1021992.375000 Penalty: 2923.105957
	Iteration 0F: 3 clusters Score -1021992 nChanged 3403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -1023869.125000 Penalty: 2923.105957
	Iteration 1F: 3 clusters Score -1023869 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -1024105.312500 Penalty: 2923.105957
	Iteration 2F: 3 clusters Score -1024105 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -1024275.000000 Penalty: 2923.105957
	Iteration 3Q: 3 clusters Score -1024275 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -1024435.125000 Penalty: 2923.105957
	Iteration 4Q: 3 clusters Score -1024435 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -1024621.500000 Penalty: 2923.105957
	Iteration 5Q: 3 clusters Score -1024622 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -1024841.562500 Penalty: 2923.105957
	Iteration 6Q: 3 clusters Score -1024842 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -1025125.125000 Penalty: 2923.105957
	Iteration 7Q: 3 clusters Score -1025125 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -1025472.375000 Penalty: 2923.105957
	Iteration 8F: 3 clusters Score -1025472 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -1025772.750000 Penalty: 2923.105957
	Iteration 9F: 3 clusters Score -1025773 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -1025995.125000 Penalty: 2923.105957
	Iteration 10Q: 3 clusters Score -1025995 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5606 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -1026127.812500 Penalty: 2923.105957
	Iteration 11Q: 3 clusters Score -1026128 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5778 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -1026231.625000 Penalty: 2923.105957
	Iteration 12Q: 3 clusters Score -1026232 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5924 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -1026303.500000 Penalty: 2923.105957
	Iteration 13Q: 3 clusters Score -1026304 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6047 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -1026350.937500 Penalty: 2923.105957
	Iteration 14Q: 3 clusters Score -1026351 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6146 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -1026396.937500 Penalty: 2923.105957
	Iteration 15Q: 3 clusters Score -1026397 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6248 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -1026438.937500 Penalty: 2923.105957
	Iteration 16Q: 3 clusters Score -1026439 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6343 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -1026483.750000 Penalty: 2923.105957
	Iteration 17Q: 3 clusters Score -1026484 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6433 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -1026527.375000 Penalty: 2923.105957
	Iteration 18Q: 3 clusters Score -1026527 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6497 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -1026560.750000 Penalty: 2923.105957
	Iteration 19Q: 3 clusters Score -1026561 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6552 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -1026589.875000 Penalty: 2923.105957
	Iteration 20F: 3 clusters Score -1026590 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6602 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -1026616.750000 Penalty: 2923.105957
	Iteration 21Q: 3 clusters Score -1026617 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6643 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -1026637.375000 Penalty: 2923.105957
	Iteration 22Q: 3 clusters Score -1026637 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6689 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -1026665.312500 Penalty: 2923.105957
	Iteration 23Q: 3 clusters Score -1026665 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6730 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -1026691.312500 Penalty: 2923.105957
	Iteration 24Q: 3 clusters Score -1026691 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6774 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -1026718.250000 Penalty: 2923.105957
	Iteration 25Q: 3 clusters Score -1026718 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6813 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -1026744.687500 Penalty: 2923.105957
	Iteration 26Q: 3 clusters Score -1026745 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6853 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -1026775.250000 Penalty: 2923.105957
	Iteration 27Q: 3 clusters Score -1026775 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6880 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -1026791.750000 Penalty: 2923.105957
	Iteration 28Q: 3 clusters Score -1026792 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6904 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -1026800.375000 Penalty: 2923.105957
	Iteration 29Q: 3 clusters Score -1026800 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6926 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -1026814.375000 Penalty: 2923.105957
	Iteration 30Q: 3 clusters Score -1026814 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6943 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -1026826.375000 Penalty: 2923.105957
	Iteration 31Q: 3 clusters Score -1026826 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6964 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -1026834.125000 Penalty: 2923.105957
	Iteration 32Q: 3 clusters Score -1026834 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6990 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -1026845.562500 Penalty: 2923.105957
	Iteration 33Q: 3 clusters Score -1026846 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7011 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -1026857.250000 Penalty: 2923.105957
	Iteration 34Q: 3 clusters Score -1026857 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7030 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -1026868.750000 Penalty: 2923.105957
	Iteration 35Q: 3 clusters Score -1026869 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7051 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -1026885.125000 Penalty: 2923.105957
	Iteration 36Q: 3 clusters Score -1026885 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7067 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -1026899.000000 Penalty: 2923.105957
	Iteration 37Q: 3 clusters Score -1026899 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7082 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -1026906.687500 Penalty: 2923.105957
	Iteration 38Q: 3 clusters Score -1026907 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7095 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -1026913.000000 Penalty: 2923.105957
	Iteration 39Q: 3 clusters Score -1026913 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7115 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -1026925.000000 Penalty: 2923.105957
	Iteration 40F: 3 clusters Score -1026925 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7134 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -1026937.625000 Penalty: 2923.105957
	Iteration 41Q: 3 clusters Score -1026938 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7145 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -1026950.812500 Penalty: 2923.105957
	Iteration 42Q: 3 clusters Score -1026951 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7161 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -1026965.750000 Penalty: 2923.105957
	Iteration 43Q: 3 clusters Score -1026966 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7180 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -1026978.562500 Penalty: 2923.105957
	Iteration 44Q: 3 clusters Score -1026979 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7196 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -1026994.750000 Penalty: 2923.105957
	Iteration 45Q: 3 clusters Score -1026995 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7212 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -1027011.312500 Penalty: 2923.105957
	Iteration 46Q: 3 clusters Score -1027011 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7226 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -1027022.687500 Penalty: 2923.105957
	Iteration 47Q: 3 clusters Score -1027023 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7240 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -1027034.687500 Penalty: 2923.105957
	Iteration 48Q: 3 clusters Score -1027035 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7252 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -1027041.437500 Penalty: 2923.105957
	Iteration 49Q: 3 clusters Score -1027041 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7264 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -1027054.562500 Penalty: 2923.105957
	Iteration 50Q: 3 clusters Score -1027055 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7271 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -1027059.062500 Penalty: 2923.105957
	Iteration 51Q: 3 clusters Score -1027059 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7279 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -1027061.750000 Penalty: 2923.105957
	Iteration 52Q: 3 clusters Score -1027062 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7280 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -1027067.000000 Penalty: 2923.105957
	Iteration 53Q: 3 clusters Score -1027067 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7282 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -1027066.875000 Penalty: 2923.105957
	Iteration 54Q: 3 clusters Score -1027067 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7283 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -1027068.062500 Penalty: 2923.105957
	Iteration 55Q: 3 clusters Score -1027068 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7285 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -1027071.062500 Penalty: 2923.105957
	Iteration 56Q: 3 clusters Score -1027071 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7287 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -1027071.250000 Penalty: 2923.105957
	Iteration 57Q: 3 clusters Score -1027071 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7287 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -1027071.250000 Penalty: 2923.105957
	Iteration 58F: 3 clusters Score -1027071 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (27417 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27417 members 
Entering Unmasked Estep 
Score: -3516456.500000 Penalty: 1660.574341
	Iteration 0F: 2 clusters Score -3516456 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13667 members 
Mstep: Class 2 contains 13750 members 
Entering Unmasked Estep 
Score: -3497911.500000 Penalty: 3321.148682
	Iteration 0F: 3 clusters Score -3497912 nChanged 12603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13086 members 
Mstep: Class 2 contains 14331 members 
Entering Unmasked Estep 
Score: -3505002.000000 Penalty: 3321.148682
	Iteration 1F: 3 clusters Score -3505002 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12622 members 
Mstep: Class 2 contains 14795 members 
Entering Unmasked Estep 
Score: -3505681.250000 Penalty: 3321.148682
	Iteration 2F: 3 clusters Score -3505681 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12047 members 
Mstep: Class 2 contains 15370 members 
Entering Unmasked Estep 
Score: -3506522.500000 Penalty: 3321.148682
	Iteration 3F: 3 clusters Score -3506522 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11331 members 
Mstep: Class 2 contains 16086 members 
Entering Unmasked Estep 
Score: -3507634.250000 Penalty: 3321.148682
	Iteration 4F: 3 clusters Score -3507634 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10508 members 
Mstep: Class 2 contains 16909 members 
Entering Unmasked Estep 
Score: -3509031.500000 Penalty: 3321.148682
	Iteration 5F: 3 clusters Score -3509032 nChanged 1835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9843 members 
Mstep: Class 2 contains 17574 members 
Entering Unmasked Estep 
Score: -3510507.250000 Penalty: 3321.148682
	Iteration 6F: 3 clusters Score -3510507 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9429 members 
Mstep: Class 2 contains 17988 members 
Entering Unmasked Estep 
Score: -3512043.250000 Penalty: 3321.148682
	Iteration 7F: 3 clusters Score -3512043 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9476 members 
Mstep: Class 2 contains 17941 members 
Entering Unmasked Estep 
Score: -3513262.750000 Penalty: 3321.148682
	Iteration 8F: 3 clusters Score -3513263 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9925 members 
Mstep: Class 2 contains 17492 members 
Entering Unmasked Estep 
Score: -3514142.250000 Penalty: 3321.148682
	Iteration 9Q: 3 clusters Score -3514142 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10475 members 
Mstep: Class 2 contains 16942 members 
Entering Unmasked Estep 
Score: -3514740.000000 Penalty: 3321.148682
	Iteration 10Q: 3 clusters Score -3514740 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10993 members 
Mstep: Class 2 contains 16424 members 
Entering Unmasked Estep 
Score: -3515143.000000 Penalty: 3321.148682
	Iteration 11Q: 3 clusters Score -3515143 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11475 members 
Mstep: Class 2 contains 15942 members 
Entering Unmasked Estep 
Score: -3515448.000000 Penalty: 3321.148682
	Iteration 12Q: 3 clusters Score -3515448 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11926 members 
Mstep: Class 2 contains 15491 members 
Entering Unmasked Estep 
Score: -3515681.250000 Penalty: 3321.148682
	Iteration 13Q: 3 clusters Score -3515681 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12318 members 
Mstep: Class 2 contains 15099 members 
Entering Unmasked Estep 
Score: -3515862.750000 Penalty: 3321.148682
	Iteration 14Q: 3 clusters Score -3515863 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12682 members 
Mstep: Class 2 contains 14735 members 
Entering Unmasked Estep 
Score: -3515997.500000 Penalty: 3321.148682
	Iteration 15Q: 3 clusters Score -3515998 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12995 members 
Mstep: Class 2 contains 14422 members 
Entering Unmasked Estep 
Score: -3516106.750000 Penalty: 3321.148682
	Iteration 16Q: 3 clusters Score -3516107 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13290 members 
Mstep: Class 2 contains 14127 members 
Entering Unmasked Estep 
Score: -3516178.500000 Penalty: 3321.148682
	Iteration 17Q: 3 clusters Score -3516178 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13543 members 
Mstep: Class 2 contains 13874 members 
Entering Unmasked Estep 
Score: -3516274.750000 Penalty: 3321.148682
	Iteration 18Q: 3 clusters Score -3516275 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13793 members 
Mstep: Class 2 contains 13624 members 
Entering Unmasked Estep 
Score: -3516347.250000 Penalty: 3321.148682
	Iteration 19Q: 3 clusters Score -3516347 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14024 members 
Mstep: Class 2 contains 13393 members 
Entering Unmasked Estep 
Score: -3516401.250000 Penalty: 3321.148682
	Iteration 20F: 3 clusters Score -3516401 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14257 members 
Mstep: Class 2 contains 13160 members 
Entering Unmasked Estep 
Score: -3516469.500000 Penalty: 3321.148682
	Iteration 21Q: 3 clusters Score -3516470 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14459 members 
Mstep: Class 2 contains 12958 members 
Entering Unmasked Estep 
Score: -3516505.750000 Penalty: 3321.148682
	Iteration 22Q: 3 clusters Score -3516506 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14646 members 
Mstep: Class 2 contains 12771 members 
Entering Unmasked Estep 
Score: -3516550.750000 Penalty: 3321.148682
	Iteration 23Q: 3 clusters Score -3516551 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14794 members 
Mstep: Class 2 contains 12623 members 
Entering Unmasked Estep 
Score: -3516574.250000 Penalty: 3321.148682
	Iteration 24Q: 3 clusters Score -3516574 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14914 members 
Mstep: Class 2 contains 12503 members 
Entering Unmasked Estep 
Score: -3516584.750000 Penalty: 3321.148682
	Iteration 25Q: 3 clusters Score -3516585 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15012 members 
Mstep: Class 2 contains 12405 members 
Entering Unmasked Estep 
Score: -3516595.500000 Penalty: 3321.148682
	Iteration 26Q: 3 clusters Score -3516596 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15088 members 
Mstep: Class 2 contains 12329 members 
Entering Unmasked Estep 
Score: -3516607.000000 Penalty: 3321.148682
	Iteration 27Q: 3 clusters Score -3516607 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15171 members 
Mstep: Class 2 contains 12246 members 
Entering Unmasked Estep 
Score: -3516629.750000 Penalty: 3321.148682
	Iteration 28Q: 3 clusters Score -3516630 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15251 members 
Mstep: Class 2 contains 12166 members 
Entering Unmasked Estep 
Score: -3516627.500000 Penalty: 3321.148682
	Iteration 29Q: 3 clusters Score -3516628 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15316 members 
Mstep: Class 2 contains 12101 members 
Entering Unmasked Estep 
Score: -3516639.500000 Penalty: 3321.148682
	Iteration 30Q: 3 clusters Score -3516640 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15376 members 
Mstep: Class 2 contains 12041 members 
Entering Unmasked Estep 
Score: -3516643.500000 Penalty: 3321.148682
	Iteration 31Q: 3 clusters Score -3516644 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15421 members 
Mstep: Class 2 contains 11996 members 
Entering Unmasked Estep 
Score: -3516646.750000 Penalty: 3321.148682
	Iteration 32Q: 3 clusters Score -3516647 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15446 members 
Mstep: Class 2 contains 11971 members 
Entering Unmasked Estep 
Score: -3516653.750000 Penalty: 3321.148682
	Iteration 33Q: 3 clusters Score -3516654 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15472 members 
Mstep: Class 2 contains 11945 members 
Entering Unmasked Estep 
Score: -3516655.750000 Penalty: 3321.148682
	Iteration 34Q: 3 clusters Score -3516656 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15498 members 
Mstep: Class 2 contains 11919 members 
Entering Unmasked Estep 
Score: -3516654.750000 Penalty: 3321.148682
	Iteration 35Q: 3 clusters Score -3516655 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15520 members 
Mstep: Class 2 contains 11897 members 
Entering Unmasked Estep 
Score: -3516653.750000 Penalty: 3321.148682
	Iteration 36Q: 3 clusters Score -3516654 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15536 members 
Mstep: Class 2 contains 11881 members 
Entering Unmasked Estep 
Score: -3516659.750000 Penalty: 3321.148682
	Iteration 37Q: 3 clusters Score -3516660 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15555 members 
Mstep: Class 2 contains 11862 members 
Entering Unmasked Estep 
Score: -3516661.750000 Penalty: 3321.148682
	Iteration 38Q: 3 clusters Score -3516662 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15576 members 
Mstep: Class 2 contains 11841 members 
Entering Unmasked Estep 
Score: -3516655.250000 Penalty: 3321.148682
	Iteration 39Q: 3 clusters Score -3516655 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15601 members 
Mstep: Class 2 contains 11816 members 
Entering Unmasked Estep 
Score: -3516651.500000 Penalty: 3321.148682
	Iteration 40F: 3 clusters Score -3516652 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15612 members 
Mstep: Class 2 contains 11805 members 
Entering Unmasked Estep 
Score: -3516649.500000 Penalty: 3321.148682
	Iteration 41Q: 3 clusters Score -3516650 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15619 members 
Mstep: Class 2 contains 11798 members 
Entering Unmasked Estep 
Score: -3516659.750000 Penalty: 3321.148682
	Iteration 42Q: 3 clusters Score -3516660 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15627 members 
Mstep: Class 2 contains 11790 members 
Entering Unmasked Estep 
Score: -3516649.750000 Penalty: 3321.148682
	Iteration 43Q: 3 clusters Score -3516650 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15633 members 
Mstep: Class 2 contains 11784 members 
Entering Unmasked Estep 
Score: -3516646.750000 Penalty: 3321.148682
	Iteration 44Q: 3 clusters Score -3516647 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15640 members 
Mstep: Class 2 contains 11777 members 
Entering Unmasked Estep 
Score: -3516651.500000 Penalty: 3321.148682
	Iteration 45Q: 3 clusters Score -3516652 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15649 members 
Mstep: Class 2 contains 11768 members 
Entering Unmasked Estep 
Score: -3516650.250000 Penalty: 3321.148682
	Iteration 46Q: 3 clusters Score -3516650 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15654 members 
Mstep: Class 2 contains 11763 members 
Entering Unmasked Estep 
Score: -3516652.250000 Penalty: 3321.148682
	Iteration 47Q: 3 clusters Score -3516652 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15656 members 
Mstep: Class 2 contains 11761 members 
Entering Unmasked Estep 
Score: -3516653.250000 Penalty: 3321.148682
	Iteration 48Q: 3 clusters Score -3516653 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15657 members 
Mstep: Class 2 contains 11760 members 
Entering Unmasked Estep 
Score: -3516653.750000 Penalty: 3321.148682
	Iteration 49Q: 3 clusters Score -3516654 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15657 members 
Mstep: Class 2 contains 11760 members 
Entering Unmasked Estep 
Score: -3516653.750000 Penalty: 3321.148682
	Iteration 50F: 3 clusters Score -3516654 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 5326 members 
Mstep: Class 2 contains 5359 members 
Mstep: Class 3 contains 5390 members 
Mstep: Class 4 contains 35312 members 
Mstep: Class 5 contains 96014 members 
Mstep: Class 6 contains 461 members 
Mstep: Class 7 contains 17772 members 
Mstep: Class 8 contains 152298 members 
Mstep: Class 9 contains 8757 members 
Mstep: Class 10 contains 2189 members 
Mstep: Class 11 contains 450 members 
Mstep: Class 12 contains 17966 members 
Mstep: Class 13 contains 1408 members 
Mstep: Class 14 contains 1845 members 
Mstep: Class 15 contains 8211 members 
Mstep: Class 16 contains 39056 members 
Mstep: Class 17 contains 56706 members 
Mstep: Class 18 contains 2376 members 
Mstep: Class 19 contains 11588 members 
Mstep: Class 20 contains 39741 members 
Mstep: Class 21 contains 8094 members 
Mstep: Class 22 contains 12582 members 
Mstep: Class 23 contains 2974 members 
Mstep: Class 24 contains 39275 members 
Mstep: Class 25 contains 9239 members 
Mstep: Class 26 contains 3922 members 
Mstep: Class 27 contains 8847 members 
Mstep: Class 28 contains 3671 members 
Mstep: Class 29 contains 8174 members 
Mstep: Class 30 contains 6680 members 
Mstep: Class 31 contains 22936 members 
Mstep: Class 32 contains 40002 members 
Mstep: Class 33 contains 18053 members 
Mstep: Class 34 contains 2661 members 
Mstep: Class 35 contains 11496 members 
Mstep: Class 36 contains 2477 members 
Mstep: Class 37 contains 2694 members 
Mstep: Class 38 contains 19189 members 
Mstep: Class 39 contains 1346 members 
Mstep: Class 40 contains 14960 members 
Mstep: Class 41 contains 1997 members 
Mstep: Class 42 contains 1132 members 
Mstep: Class 43 contains 4269 members 
Mstep: Class 44 contains 3759 members 
Mstep: Class 45 contains 3165 members 
Mstep: Class 46 contains 4864 members 
Mstep: Class 47 contains 12146 members 
Mstep: Class 48 contains 2957 members 
Mstep: Class 49 contains 8056 members 
Mstep: Class 50 contains 15657 members 
Mstep: Class 51 contains 3315 members 
Mstep: Class 52 contains 11760 members 
Entering Unmasked Estep 
Score: -100304992.000000 Penalty: 115070.648438
Splitting cluster 50 changes total score from -100305264.000000 to -100304992.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 51 (3315 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Entering Unmasked Estep 
Score: -415506.093750 Penalty: 1317.259521
	Iteration 0F: 2 clusters Score -415506.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -412586.781250 Penalty: 2634.519043
	Iteration 0F: 3 clusters Score -412586.8 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -413301.468750 Penalty: 2634.519043
	Iteration 1F: 3 clusters Score -413301.5 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -413486.156250 Penalty: 2634.519043
	Iteration 2F: 3 clusters Score -413486.2 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -413602.937500 Penalty: 2634.519043
	Iteration 3F: 3 clusters Score -413602.9 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -413702.781250 Penalty: 2634.519043
	Iteration 4Q: 3 clusters Score -413702.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -413770.187500 Penalty: 2634.519043
	Iteration 5Q: 3 clusters Score -413770.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -413822.062500 Penalty: 2634.519043
	Iteration 6Q: 3 clusters Score -413822.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -413885.031250 Penalty: 2634.519043
	Iteration 7Q: 3 clusters Score -413885 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -413967.343750 Penalty: 2634.519043
	Iteration 8Q: 3 clusters Score -413967.3 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -414048.687500 Penalty: 2634.519043
	Iteration 9Q: 3 clusters Score -414048.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -414122.593750 Penalty: 2634.519043
	Iteration 10Q: 3 clusters Score -414122.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -414191.500000 Penalty: 2634.519043
	Iteration 11Q: 3 clusters Score -414191.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -414267.562500 Penalty: 2634.519043
	Iteration 12Q: 3 clusters Score -414267.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -414321.031250 Penalty: 2634.519043
	Iteration 13Q: 3 clusters Score -414321 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -414364.531250 Penalty: 2634.519043
	Iteration 14Q: 3 clusters Score -414364.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -414400.500000 Penalty: 2634.519043
	Iteration 15Q: 3 clusters Score -414400.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -414434.250000 Penalty: 2634.519043
	Iteration 16Q: 3 clusters Score -414434.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -414471.250000 Penalty: 2634.519043
	Iteration 17Q: 3 clusters Score -414471.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -414493.937500 Penalty: 2634.519043
	Iteration 18Q: 3 clusters Score -414493.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -414506.718750 Penalty: 2634.519043
	Iteration 19Q: 3 clusters Score -414506.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -414515.937500 Penalty: 2634.519043
	Iteration 20F: 3 clusters Score -414515.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -414520.968750 Penalty: 2634.519043
	Iteration 21Q: 3 clusters Score -414521 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -414525.687500 Penalty: 2634.519043
	Iteration 22Q: 3 clusters Score -414525.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -414527.250000 Penalty: 2634.519043
	Iteration 23Q: 3 clusters Score -414527.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -414528.187500 Penalty: 2634.519043
	Iteration 24Q: 3 clusters Score -414528.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -414529.593750 Penalty: 2634.519043
	Iteration 25Q: 3 clusters Score -414529.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -414529.656250 Penalty: 2634.519043
	Iteration 26Q: 3 clusters Score -414529.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -414531.687500 Penalty: 2634.519043
	Iteration 27Q: 3 clusters Score -414531.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -414531.937500 Penalty: 2634.519043
	Iteration 28Q: 3 clusters Score -414531.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -414532.125000 Penalty: 2634.519043
	Iteration 29Q: 3 clusters Score -414532.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -414533.218750 Penalty: 2634.519043
	Iteration 30Q: 3 clusters Score -414533.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -414533.906250 Penalty: 2634.519043
	Iteration 31Q: 3 clusters Score -414533.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -414533.906250 Penalty: 2634.519043
	Iteration 32F: 3 clusters Score -414533.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 5326 members 
Mstep: Class 2 contains 5359 members 
Mstep: Class 3 contains 5390 members 
Mstep: Class 4 contains 35312 members 
Mstep: Class 5 contains 96014 members 
Mstep: Class 6 contains 461 members 
Mstep: Class 7 contains 17772 members 
Mstep: Class 8 contains 152298 members 
Mstep: Class 9 contains 8757 members 
Mstep: Class 10 contains 2189 members 
Mstep: Class 11 contains 450 members 
Mstep: Class 12 contains 17966 members 
Mstep: Class 13 contains 1408 members 
Mstep: Class 14 contains 1845 members 
Mstep: Class 15 contains 8211 members 
Mstep: Class 16 contains 39056 members 
Mstep: Class 17 contains 56706 members 
Mstep: Class 18 contains 2376 members 
Mstep: Class 19 contains 11588 members 
Mstep: Class 20 contains 39741 members 
Mstep: Class 21 contains 8094 members 
Mstep: Class 22 contains 12582 members 
Mstep: Class 23 contains 2974 members 
Mstep: Class 24 contains 39275 members 
Mstep: Class 25 contains 9239 members 
Mstep: Class 26 contains 3922 members 
Mstep: Class 27 contains 8847 members 
Mstep: Class 28 contains 3671 members 
Mstep: Class 29 contains 8174 members 
Mstep: Class 30 contains 6680 members 
Mstep: Class 31 contains 22936 members 
Mstep: Class 32 contains 40002 members 
Mstep: Class 33 contains 18053 members 
Mstep: Class 34 contains 2661 members 
Mstep: Class 35 contains 11496 members 
Mstep: Class 36 contains 2477 members 
Mstep: Class 37 contains 2694 members 
Mstep: Class 38 contains 19189 members 
Mstep: Class 39 contains 1346 members 
Mstep: Class 40 contains 14960 members 
Mstep: Class 41 contains 1997 members 
Mstep: Class 42 contains 1132 members 
Mstep: Class 43 contains 4269 members 
Mstep: Class 44 contains 3759 members 
Mstep: Class 45 contains 3165 members 
Mstep: Class 46 contains 4864 members 
Mstep: Class 47 contains 12146 members 
Mstep: Class 48 contains 2957 members 
Mstep: Class 49 contains 8056 members 
Mstep: Class 50 contains 27417 members 
Mstep: Class 51 contains 3315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100305296.000000 Penalty: 112857.750000
Iteration 119Q: 52 clusters Score -1.003053e+08 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 5325 members 
Mstep: Class 2 contains 5370 members 
Mstep: Class 3 contains 5385 members 
Mstep: Class 4 contains 35296 members 
Mstep: Class 5 contains 96007 members 
Mstep: Class 6 contains 461 members 
Mstep: Class 7 contains 17771 members 
Mstep: Class 8 contains 152308 members 
Mstep: Class 9 contains 8752 members 
Mstep: Class 10 contains 2188 members 
Mstep: Class 11 contains 450 members 
Mstep: Class 12 contains 17966 members 
Mstep: Class 13 contains 1410 members 
Mstep: Class 14 contains 1846 members 
Mstep: Class 15 contains 8213 members 
Mstep: Class 16 contains 39049 members 
Mstep: Class 17 contains 56701 members 
Mstep: Class 18 contains 2376 members 
Mstep: Class 19 contains 11577 members 
Mstep: Class 20 contains 39728 members 
Mstep: Class 21 contains 8089 members 
Mstep: Class 22 contains 12582 members 
Mstep: Class 23 contains 2973 members 
Mstep: Class 24 contains 39280 members 
Mstep: Class 25 contains 9245 members 
Mstep: Class 26 contains 3925 members 
Mstep: Class 27 contains 8847 members 
Mstep: Class 28 contains 3679 members 
Mstep: Class 29 contains 8173 members 
Mstep: Class 30 contains 6682 members 
Mstep: Class 31 contains 22953 members 
Mstep: Class 32 contains 39993 members 
Mstep: Class 33 contains 18043 members 
Mstep: Class 34 contains 2683 members 
Mstep: Class 35 contains 11494 members 
Mstep: Class 36 contains 2476 members 
Mstep: Class 37 contains 2695 members 
Mstep: Class 38 contains 19181 members 
Mstep: Class 39 contains 1346 members 
Mstep: Class 40 contains 14960 members 
Mstep: Class 41 contains 1994 members 
Mstep: Class 42 contains 1132 members 
Mstep: Class 43 contains 4269 members 
Mstep: Class 44 contains 3767 members 
Mstep: Class 45 contains 3166 members 
Mstep: Class 46 contains 4871 members 
Mstep: Class 47 contains 12155 members 
Mstep: Class 48 contains 2953 members 
Mstep: Class 49 contains 8054 members 
Mstep: Class 50 contains 27418 members 
Mstep: Class 51 contains 3317 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100305280.000000 Penalty: 112857.750000
Iteration 120F: 52 clusters Score -1.003053e+08 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 5325 members 
Mstep: Class 2 contains 5382 members 
Mstep: Class 3 contains 5383 members 
Mstep: Class 4 contains 35278 members 
Mstep: Class 5 contains 95998 members 
Mstep: Class 6 contains 461 members 
Mstep: Class 7 contains 17771 members 
Mstep: Class 8 contains 152318 members 
Mstep: Class 9 contains 8743 members 
Mstep: Class 10 contains 2189 members 
Mstep: Class 11 contains 450 members 
Mstep: Class 12 contains 17964 members 
Mstep: Class 13 contains 1412 members 
Mstep: Class 14 contains 1846 members 
Mstep: Class 15 contains 8213 members 
Mstep: Class 16 contains 39042 members 
Mstep: Class 17 contains 56684 members 
Mstep: Class 18 contains 2378 members 
Mstep: Class 19 contains 11576 members 
Mstep: Class 20 contains 39689 members 
Mstep: Class 21 contains 8084 members 
Mstep: Class 22 contains 12582 members 
Mstep: Class 23 contains 2973 members 
Mstep: Class 24 contains 39294 members 
Mstep: Class 25 contains 9245 members 
Mstep: Class 26 contains 3927 members 
Mstep: Class 27 contains 8847 members 
Mstep: Class 28 contains 3690 members 
Mstep: Class 29 contains 8173 members 
Mstep: Class 30 contains 6682 members 
Mstep: Class 31 contains 22971 members 
Mstep: Class 32 contains 39988 members 
Mstep: Class 33 contains 18039 members 
Mstep: Class 34 contains 2735 members 
Mstep: Class 35 contains 11488 members 
Mstep: Class 36 contains 2476 members 
Mstep: Class 37 contains 2697 members 
Mstep: Class 38 contains 19172 members 
Mstep: Class 39 contains 1346 members 
Mstep: Class 40 contains 14955 members 
Mstep: Class 41 contains 1992 members 
Mstep: Class 42 contains 1132 members 
Mstep: Class 43 contains 4267 members 
Mstep: Class 44 contains 3771 members 
Mstep: Class 45 contains 3166 members 
Mstep: Class 46 contains 4878 members 
Mstep: Class 47 contains 12167 members 
Mstep: Class 48 contains 2944 members 
Mstep: Class 49 contains 8054 members 
Mstep: Class 50 contains 27421 members 
Mstep: Class 51 contains 3316 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100305512.000000 Penalty: 112857.750000
Iteration 121Q: 52 clusters Score -1.003055e+08 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 5325 members 
Mstep: Class 2 contains 5396 members 
Mstep: Class 3 contains 5382 members 
Mstep: Class 4 contains 35261 members 
Mstep: Class 5 contains 95992 members 
Mstep: Class 6 contains 461 members 
Mstep: Class 7 contains 17770 members 
Mstep: Class 8 contains 152340 members 
Mstep: Class 9 contains 8731 members 
Mstep: Class 10 contains 2189 members 
Mstep: Class 11 contains 450 members 
Mstep: Class 12 contains 17964 members 
Mstep: Class 13 contains 1412 members 
Mstep: Class 14 contains 1847 members 
Mstep: Class 15 contains 8214 members 
Mstep: Class 16 contains 39042 members 
Mstep: Class 17 contains 56668 members 
Mstep: Class 18 contains 2378 members 
Mstep: Class 19 contains 11573 members 
Mstep: Class 20 contains 39660 members 
Mstep: Class 21 contains 8083 members 
Mstep: Class 22 contains 12582 members 
Mstep: Class 23 contains 2974 members 
Mstep: Class 24 contains 39301 members 
Mstep: Class 25 contains 9241 members 
Mstep: Class 26 contains 3930 members 
Mstep: Class 27 contains 8849 members 
Mstep: Class 28 contains 3702 members 
Mstep: Class 29 contains 8169 members 
Mstep: Class 30 contains 6683 members 
Mstep: Class 31 contains 22995 members 
Mstep: Class 32 contains 39988 members 
Mstep: Class 33 contains 18036 members 
Mstep: Class 34 contains 2781 members 
Mstep: Class 35 contains 11482 members 
Mstep: Class 36 contains 2475 members 
Mstep: Class 37 contains 2698 members 
Mstep: Class 38 contains 19153 members 
Mstep: Class 39 contains 1347 members 
Mstep: Class 40 contains 14943 members 
Mstep: Class 41 contains 1989 members 
Mstep: Class 42 contains 1132 members 
Mstep: Class 43 contains 4267 members 
Mstep: Class 44 contains 3774 members 
Mstep: Class 45 contains 3167 members 
Mstep: Class 46 contains 4879 members 
Mstep: Class 47 contains 12171 members 
Mstep: Class 48 contains 2934 members 
Mstep: Class 49 contains 8054 members 
Mstep: Class 50 contains 27421 members 
Mstep: Class 51 contains 3319 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100305432.000000 Penalty: 112857.750000
Iteration 122Q: 52 clusters Score -1.003054e+08 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 5324 members 
Mstep: Class 2 contains 5403 members 
Mstep: Class 3 contains 5378 members 
Mstep: Class 4 contains 35257 members 
Mstep: Class 5 contains 95984 members 
Mstep: Class 6 contains 461 members 
Mstep: Class 7 contains 17768 members 
Mstep: Class 8 contains 152349 members 
Mstep: Class 9 contains 8726 members 
Mstep: Class 10 contains 2189 members 
Mstep: Class 11 contains 450 members 
Mstep: Class 12 contains 17963 members 
Mstep: Class 13 contains 1413 members 
Mstep: Class 14 contains 1850 members 
Mstep: Class 15 contains 8215 members 
Mstep: Class 16 contains 39039 members 
Mstep: Class 17 contains 56659 members 
Mstep: Class 18 contains 2379 members 
Mstep: Class 19 contains 11568 members 
Mstep: Class 20 contains 39630 members 
Mstep: Class 21 contains 8078 members 
Mstep: Class 22 contains 12582 members 
Mstep: Class 23 contains 2976 members 
Mstep: Class 24 contains 39310 members 
Mstep: Class 25 contains 9246 members 
Mstep: Class 26 contains 3932 members 
Mstep: Class 27 contains 8849 members 
Mstep: Class 28 contains 3706 members 
Mstep: Class 29 contains 8160 members 
Mstep: Class 30 contains 6680 members 
Mstep: Class 31 contains 23014 members 
Mstep: Class 32 contains 39985 members 
Mstep: Class 33 contains 18033 members 
Mstep: Class 34 contains 2818 members 
Mstep: Class 35 contains 11478 members 
Mstep: Class 36 contains 2473 members 
Mstep: Class 37 contains 2699 members 
Mstep: Class 38 contains 19140 members 
Mstep: Class 39 contains 1347 members 
Mstep: Class 40 contains 14936 members 
Mstep: Class 41 contains 1986 members 
Mstep: Class 42 contains 1132 members 
Mstep: Class 43 contains 4267 members 
Mstep: Class 44 contains 3778 members 
Mstep: Class 45 contains 3169 members 
Mstep: Class 46 contains 4886 members 
Mstep: Class 47 contains 12178 members 
Mstep: Class 48 contains 2932 members 
Mstep: Class 49 contains 8055 members 
Mstep: Class 50 contains 27420 members 
Mstep: Class 51 contains 3324 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100305432.000000 Penalty: 112857.750000
Iteration 123Q: 52 clusters Score -1.003054e+08 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 5325 members 
Mstep: Class 2 contains 5417 members 
Mstep: Class 3 contains 5379 members 
Mstep: Class 4 contains 35252 members 
Mstep: Class 5 contains 95976 members 
Mstep: Class 6 contains 461 members 
Mstep: Class 7 contains 17766 members 
Mstep: Class 8 contains 152365 members 
Mstep: Class 9 contains 8723 members 
Mstep: Class 10 contains 2189 members 
Mstep: Class 11 contains 450 members 
Mstep: Class 12 contains 17961 members 
Mstep: Class 13 contains 1414 members 
Mstep: Class 14 contains 1853 members 
Mstep: Class 15 contains 8212 members 
Mstep: Class 16 contains 39038 members 
Mstep: Class 17 contains 56642 members 
Mstep: Class 18 contains 2380 members 
Mstep: Class 19 contains 11566 members 
Mstep: Class 20 contains 39600 members 
Mstep: Class 21 contains 8076 members 
Mstep: Class 22 contains 12582 members 
Mstep: Class 23 contains 2977 members 
Mstep: Class 24 contains 39316 members 
Mstep: Class 25 contains 9249 members 
Mstep: Class 26 contains 3931 members 
Mstep: Class 27 contains 8848 members 
Mstep: Class 28 contains 3708 members 
Mstep: Class 29 contains 8152 members 
Mstep: Class 30 contains 6678 members 
Mstep: Class 31 contains 23027 members 
Mstep: Class 32 contains 39978 members 
Mstep: Class 33 contains 18028 members 
Mstep: Class 34 contains 2855 members 
Mstep: Class 35 contains 11475 members 
Mstep: Class 36 contains 2472 members 
Mstep: Class 37 contains 2700 members 
Mstep: Class 38 contains 19144 members 
Mstep: Class 39 contains 1347 members 
Mstep: Class 40 contains 14931 members 
Mstep: Class 41 contains 1982 members 
Mstep: Class 42 contains 1132 members 
Mstep: Class 43 contains 4267 members 
Mstep: Class 44 contains 3780 members 
Mstep: Class 45 contains 3171 members 
Mstep: Class 46 contains 4891 members 
Mstep: Class 47 contains 12182 members 
Mstep: Class 48 contains 2927 members 
Mstep: Class 49 contains 8054 members 
Mstep: Class 50 contains 27422 members 
Mstep: Class 51 contains 3323 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100305488.000000 Penalty: 112857.750000
Iteration 124Q: 52 clusters Score -1.003055e+08 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 5326 members 
Mstep: Class 2 contains 5420 members 
Mstep: Class 3 contains 5376 members 
Mstep: Class 4 contains 35246 members 
Mstep: Class 5 contains 95970 members 
Mstep: Class 6 contains 460 members 
Mstep: Class 7 contains 17765 members 
Mstep: Class 8 contains 152380 members 
Mstep: Class 9 contains 8720 members 
Mstep: Class 10 contains 2188 members 
Mstep: Class 11 contains 450 members 
Mstep: Class 12 contains 17965 members 
Mstep: Class 13 contains 1416 members 
Mstep: Class 14 contains 1855 members 
Mstep: Class 15 contains 8212 members 
Mstep: Class 16 contains 39032 members 
Mstep: Class 17 contains 56633 members 
Mstep: Class 18 contains 2380 members 
Mstep: Class 19 contains 11562 members 
Mstep: Class 20 contains 39579 members 
Mstep: Class 21 contains 8074 members 
Mstep: Class 22 contains 12582 members 
Mstep: Class 23 contains 2978 members 
Mstep: Class 24 contains 39323 members 
Mstep: Class 25 contains 9253 members 
Mstep: Class 26 contains 3934 members 
Mstep: Class 27 contains 8847 members 
Mstep: Class 28 contains 3719 members 
Mstep: Class 29 contains 8149 members 
Mstep: Class 30 contains 6679 members 
Mstep: Class 31 contains 23040 members 
Mstep: Class 32 contains 39975 members 
Mstep: Class 33 contains 18024 members 
Mstep: Class 34 contains 2895 members 
Mstep: Class 35 contains 11473 members 
Mstep: Class 36 contains 2473 members 
Mstep: Class 37 contains 2699 members 
Mstep: Class 38 contains 19125 members 
Mstep: Class 39 contains 1347 members 
Mstep: Class 40 contains 14922 members 
Mstep: Class 41 contains 1977 members 
Mstep: Class 42 contains 1132 members 
Mstep: Class 43 contains 4267 members 
Mstep: Class 44 contains 3784 members 
Mstep: Class 45 contains 3169 members 
Mstep: Class 46 contains 4892 members 
Mstep: Class 47 contains 12186 members 
Mstep: Class 48 contains 2922 members 
Mstep: Class 49 contains 8054 members 
Mstep: Class 50 contains 27422 members 
Mstep: Class 51 contains 3323 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100305496.000000 Penalty: 112857.750000
Iteration 125Q: 52 clusters Score -1.003055e+08 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 5326 members 
Mstep: Class 2 contains 5435 members 
Mstep: Class 3 contains 5367 members 
Mstep: Class 4 contains 35235 members 
Mstep: Class 5 contains 95966 members 
Mstep: Class 6 contains 460 members 
Mstep: Class 7 contains 17766 members 
Mstep: Class 8 contains 152393 members 
Mstep: Class 9 contains 8724 members 
Mstep: Class 10 contains 2187 members 
Mstep: Class 11 contains 450 members 
Mstep: Class 12 contains 17969 members 
Mstep: Class 13 contains 1417 members 
Mstep: Class 14 contains 1855 members 
Mstep: Class 15 contains 8212 members 
Mstep: Class 16 contains 39027 members 
Mstep: Class 17 contains 56629 members 
Mstep: Class 18 contains 2380 members 
Mstep: Class 19 contains 11556 members 
Mstep: Class 20 contains 39538 members 
Mstep: Class 21 contains 8074 members 
Mstep: Class 22 contains 12582 members 
Mstep: Class 23 contains 2981 members 
Mstep: Class 24 contains 39329 members 
Mstep: Class 25 contains 9256 members 
Mstep: Class 26 contains 3941 members 
Mstep: Class 27 contains 8847 members 
Mstep: Class 28 contains 3726 members 
Mstep: Class 29 contains 8138 members 
Mstep: Class 30 contains 6678 members 
Mstep: Class 31 contains 23051 members 
Mstep: Class 32 contains 39963 members 
Mstep: Class 33 contains 18022 members 
Mstep: Class 34 contains 2937 members 
Mstep: Class 35 contains 11473 members 
Mstep: Class 36 contains 2474 members 
Mstep: Class 37 contains 2700 members 
Mstep: Class 38 contains 19112 members 
Mstep: Class 39 contains 1348 members 
Mstep: Class 40 contains 14917 members 
Mstep: Class 41 contains 1974 members 
Mstep: Class 42 contains 1132 members 
Mstep: Class 43 contains 4265 members 
Mstep: Class 44 contains 3790 members 
Mstep: Class 45 contains 3169 members 
Mstep: Class 46 contains 4895 members 
Mstep: Class 47 contains 12191 members 
Mstep: Class 48 contains 2919 members 
Mstep: Class 49 contains 8054 members 
Mstep: Class 50 contains 27421 members 
Mstep: Class 51 contains 3323 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100305520.000000 Penalty: 112857.750000
Iteration 126Q: 52 clusters Score -1.003055e+08 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 5325 members 
Mstep: Class 2 contains 5445 members 
Mstep: Class 3 contains 5363 members 
Mstep: Class 4 contains 35225 members 
Mstep: Class 5 contains 95963 members 
Mstep: Class 6 contains 460 members 
Mstep: Class 7 contains 17767 members 
Mstep: Class 8 contains 152397 members 
Mstep: Class 9 contains 8728 members 
Mstep: Class 10 contains 2187 members 
Mstep: Class 11 contains 450 members 
Mstep: Class 12 contains 17969 members 
Mstep: Class 13 contains 1415 members 
Mstep: Class 14 contains 1858 members 
Mstep: Class 15 contains 8210 members 
Mstep: Class 16 contains 39024 members 
Mstep: Class 17 contains 56617 members 
Mstep: Class 18 contains 2380 members 
Mstep: Class 19 contains 11561 members 
Mstep: Class 20 contains 39511 members 
Mstep: Class 21 contains 8064 members 
Mstep: Class 22 contains 12582 members 
Mstep: Class 23 contains 2983 members 
Mstep: Class 24 contains 39338 members 
Mstep: Class 25 contains 9263 members 
Mstep: Class 26 contains 3941 members 
Mstep: Class 27 contains 8847 members 
Mstep: Class 28 contains 3733 members 
Mstep: Class 29 contains 8117 members 
Mstep: Class 30 contains 6677 members 
Mstep: Class 31 contains 23061 members 
Mstep: Class 32 contains 39956 members 
Mstep: Class 33 contains 18016 members 
Mstep: Class 34 contains 2984 members 
Mstep: Class 35 contains 11472 members 
Mstep: Class 36 contains 2474 members 
Mstep: Class 37 contains 2700 members 
Mstep: Class 38 contains 19104 members 
Mstep: Class 39 contains 1349 members 
Mstep: Class 40 contains 14913 members 
Mstep: Class 41 contains 1971 members 
Mstep: Class 42 contains 1132 members 
Mstep: Class 43 contains 4263 members 
Mstep: Class 44 contains 3795 members 
Mstep: Class 45 contains 3171 members 
Mstep: Class 46 contains 4901 members 
Mstep: Class 47 contains 12195 members 
Mstep: Class 48 contains 2920 members 
Mstep: Class 49 contains 8053 members 
Mstep: Class 50 contains 27421 members 
Mstep: Class 51 contains 3323 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100305432.000000 Penalty: 112857.750000
Iteration 127Q: 52 clusters Score -1.003054e+08 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 5325 members 
Mstep: Class 2 contains 5450 members 
Mstep: Class 3 contains 5360 members 
Mstep: Class 4 contains 35217 members 
Mstep: Class 5 contains 95956 members 
Mstep: Class 6 contains 460 members 
Mstep: Class 7 contains 17769 members 
Mstep: Class 8 contains 152403 members 
Mstep: Class 9 contains 8739 members 
Mstep: Class 10 contains 2187 members 
Mstep: Class 11 contains 450 members 
Mstep: Class 12 contains 17969 members 
Mstep: Class 13 contains 1413 members 
Mstep: Class 14 contains 1858 members 
Mstep: Class 15 contains 8210 members 
Mstep: Class 16 contains 39022 members 
Mstep: Class 17 contains 56613 members 
Mstep: Class 18 contains 2380 members 
Mstep: Class 19 contains 11558 members 
Mstep: Class 20 contains 39479 members 
Mstep: Class 21 contains 8060 members 
Mstep: Class 22 contains 12582 members 
Mstep: Class 23 contains 2983 members 
Mstep: Class 24 contains 39346 members 
Mstep: Class 25 contains 9265 members 
Mstep: Class 26 contains 3942 members 
Mstep: Class 27 contains 8847 members 
Mstep: Class 28 contains 3741 members 
Mstep: Class 29 contains 8102 members 
Mstep: Class 30 contains 6679 members 
Mstep: Class 31 contains 23073 members 
Mstep: Class 32 contains 39948 members 
Mstep: Class 33 contains 18012 members 
Mstep: Class 34 contains 3026 members 
Mstep: Class 35 contains 11470 members 
Mstep: Class 36 contains 2476 members 
Mstep: Class 37 contains 2700 members 
Mstep: Class 38 contains 19101 members 
Mstep: Class 39 contains 1351 members 
Mstep: Class 40 contains 14908 members 
Mstep: Class 41 contains 1970 members 
Mstep: Class 42 contains 1132 members 
Mstep: Class 43 contains 4261 members 
Mstep: Class 44 contains 3799 members 
Mstep: Class 45 contains 3169 members 
Mstep: Class 46 contains 4900 members 
Mstep: Class 47 contains 12200 members 
Mstep: Class 48 contains 2920 members 
Mstep: Class 49 contains 8051 members 
Mstep: Class 50 contains 27419 members 
Mstep: Class 51 contains 3323 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100305352.000000 Penalty: 112857.750000
Iteration 128Q: 52 clusters Score -1.003054e+08 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 5325 members 
Mstep: Class 2 contains 5460 members 
Mstep: Class 3 contains 5359 members 
Mstep: Class 4 contains 35210 members 
Mstep: Class 5 contains 95949 members 
Mstep: Class 6 contains 460 members 
Mstep: Class 7 contains 17768 members 
Mstep: Class 8 contains 152404 members 
Mstep: Class 9 contains 8738 members 
Mstep: Class 10 contains 2187 members 
Mstep: Class 11 contains 450 members 
Mstep: Class 12 contains 17968 members 
Mstep: Class 13 contains 1411 members 
Mstep: Class 14 contains 1860 members 
Mstep: Class 15 contains 8210 members 
Mstep: Class 16 contains 39018 members 
Mstep: Class 17 contains 56609 members 
Mstep: Class 18 contains 2380 members 
Mstep: Class 19 contains 11554 members 
Mstep: Class 20 contains 39439 members 
Mstep: Class 21 contains 8060 members 
Mstep: Class 22 contains 12582 members 
Mstep: Class 23 contains 2981 members 
Mstep: Class 24 contains 39348 members 
Mstep: Class 25 contains 9270 members 
Mstep: Class 26 contains 3948 members 
Mstep: Class 27 contains 8847 members 
Mstep: Class 28 contains 3744 members 
Mstep: Class 29 contains 8093 members 
Mstep: Class 30 contains 6679 members 
Mstep: Class 31 contains 23087 members 
Mstep: Class 32 contains 39946 members 
Mstep: Class 33 contains 18007 members 
Mstep: Class 34 contains 3073 members 
Mstep: Class 35 contains 11471 members 
Mstep: Class 36 contains 2474 members 
Mstep: Class 37 contains 2700 members 
Mstep: Class 38 contains 19094 members 
Mstep: Class 39 contains 1353 members 
Mstep: Class 40 contains 14903 members 
Mstep: Class 41 contains 1968 members 
Mstep: Class 42 contains 1132 members 
Mstep: Class 43 contains 4262 members 
Mstep: Class 44 contains 3805 members 
Mstep: Class 45 contains 3169 members 
Mstep: Class 46 contains 4904 members 
Mstep: Class 47 contains 12207 members 
Mstep: Class 48 contains 2919 members 
Mstep: Class 49 contains 8051 members 
Mstep: Class 50 contains 27416 members 
Mstep: Class 51 contains 3322 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100305400.000000 Penalty: 112857.750000
Iteration 129Q: 52 clusters Score -1.003054e+08 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 5325 members 
Mstep: Class 2 contains 5465 members 
Mstep: Class 3 contains 5355 members 
Mstep: Class 4 contains 35200 members 
Mstep: Class 5 contains 95956 members 
Mstep: Class 6 contains 460 members 
Mstep: Class 7 contains 17766 members 
Mstep: Class 8 contains 152407 members 
Mstep: Class 9 contains 8737 members 
Mstep: Class 10 contains 2186 members 
Mstep: Class 11 contains 450 members 
Mstep: Class 12 contains 17970 members 
Mstep: Class 13 contains 1411 members 
Mstep: Class 14 contains 1861 members 
Mstep: Class 15 contains 8210 members 
Mstep: Class 16 contains 39019 members 
Mstep: Class 17 contains 56602 members 
Mstep: Class 18 contains 2380 members 
Mstep: Class 19 contains 11544 members 
Mstep: Class 20 contains 39417 members 
Mstep: Class 21 contains 8068 members 
Mstep: Class 22 contains 12582 members 
Mstep: Class 23 contains 2981 members 
Mstep: Class 24 contains 39354 members 
Mstep: Class 25 contains 9272 members 
Mstep: Class 26 contains 3952 members 
Mstep: Class 27 contains 8847 members 
Mstep: Class 28 contains 3744 members 
Mstep: Class 29 contains 8082 members 
Mstep: Class 30 contains 6678 members 
Mstep: Class 31 contains 23092 members 
Mstep: Class 32 contains 39942 members 
Mstep: Class 33 contains 18001 members 
Mstep: Class 34 contains 3093 members 
Mstep: Class 35 contains 11467 members 
Mstep: Class 36 contains 2474 members 
Mstep: Class 37 contains 2701 members 
Mstep: Class 38 contains 19095 members 
Mstep: Class 39 contains 1355 members 
Mstep: Class 40 contains 14897 members 
Mstep: Class 41 contains 1968 members 
Mstep: Class 42 contains 1132 members 
Mstep: Class 43 contains 4263 members 
Mstep: Class 44 contains 3812 members 
Mstep: Class 45 contains 3168 members 
Mstep: Class 46 contains 4905 members 
Mstep: Class 47 contains 12218 members 
Mstep: Class 48 contains 2918 members 
Mstep: Class 49 contains 8051 members 
Mstep: Class 50 contains 27419 members 
Mstep: Class 51 contains 3322 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100305392.000000 Penalty: 112857.750000
Iteration 130Q: 52 clusters Score -1.003054e+08 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 5326 members 
Mstep: Class 2 contains 5472 members 
Mstep: Class 3 contains 5355 members 
Mstep: Class 4 contains 35190 members 
Mstep: Class 5 contains 95969 members 
Mstep: Class 6 contains 460 members 
Mstep: Class 7 contains 17765 members 
Mstep: Class 8 contains 152401 members 
Mstep: Class 9 contains 8741 members 
Mstep: Class 10 contains 2186 members 
Mstep: Class 11 contains 450 members 
Mstep: Class 12 contains 17972 members 
Mstep: Class 13 contains 1412 members 
Mstep: Class 14 contains 1861 members 
Mstep: Class 15 contains 8210 members 
Mstep: Class 16 contains 39018 members 
Mstep: Class 17 contains 56590 members 
Mstep: Class 18 contains 2380 members 
Mstep: Class 19 contains 11537 members 
Mstep: Class 20 contains 39390 members 
Mstep: Class 21 contains 8069 members 
Mstep: Class 22 contains 12582 members 
Mstep: Class 23 contains 2982 members 
Mstep: Class 24 contains 39361 members 
Mstep: Class 25 contains 9276 members 
Mstep: Class 26 contains 3954 members 
Mstep: Class 27 contains 8847 members 
Mstep: Class 28 contains 3745 members 
Mstep: Class 29 contains 8072 members 
Mstep: Class 30 contains 6678 members 
Mstep: Class 31 contains 23096 members 
Mstep: Class 32 contains 39938 members 
Mstep: Class 33 contains 17996 members 
Mstep: Class 34 contains 3124 members 
Mstep: Class 35 contains 11464 members 
Mstep: Class 36 contains 2475 members 
Mstep: Class 37 contains 2702 members 
Mstep: Class 38 contains 19084 members 
Mstep: Class 39 contains 1355 members 
Mstep: Class 40 contains 14894 members 
Mstep: Class 41 contains 1967 members 
Mstep: Class 42 contains 1132 members 
Mstep: Class 43 contains 4263 members 
Mstep: Class 44 contains 3814 members 
Mstep: Class 45 contains 3168 members 
Mstep: Class 46 contains 4912 members 
Mstep: Class 47 contains 12229 members 
Mstep: Class 48 contains 2917 members 
Mstep: Class 49 contains 8051 members 
Mstep: Class 50 contains 27421 members 
Mstep: Class 51 contains 3321 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100305288.000000 Penalty: 112857.750000
Iteration 131Q: 52 clusters Score -1.003053e+08 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 5326 members 
Mstep: Class 2 contains 5486 members 
Mstep: Class 3 contains 5353 members 
Mstep: Class 4 contains 35183 members 
Mstep: Class 5 contains 95967 members 
Mstep: Class 6 contains 460 members 
Mstep: Class 7 contains 17765 members 
Mstep: Class 8 contains 152408 members 
Mstep: Class 9 contains 8746 members 
Mstep: Class 10 contains 2186 members 
Mstep: Class 11 contains 450 members 
Mstep: Class 12 contains 17972 members 
Mstep: Class 13 contains 1413 members 
Mstep: Class 14 contains 1862 members 
Mstep: Class 15 contains 8210 members 
Mstep: Class 16 contains 39019 members 
Mstep: Class 17 contains 56584 members 
Mstep: Class 18 contains 2380 members 
Mstep: Class 19 contains 11532 members 
Mstep: Class 20 contains 39358 members 
Mstep: Class 21 contains 8071 members 
Mstep: Class 22 contains 12583 members 
Mstep: Class 23 contains 2981 members 
Mstep: Class 24 contains 39362 members 
Mstep: Class 25 contains 9277 members 
Mstep: Class 26 contains 3955 members 
Mstep: Class 27 contains 8847 members 
Mstep: Class 28 contains 3742 members 
Mstep: Class 29 contains 8066 members 
Mstep: Class 30 contains 6677 members 
Mstep: Class 31 contains 23103 members 
Mstep: Class 32 contains 39933 members 
Mstep: Class 33 contains 17992 members 
Mstep: Class 34 contains 3151 members 
Mstep: Class 35 contains 11461 members 
Mstep: Class 36 contains 2473 members 
Mstep: Class 37 contains 2706 members 
Mstep: Class 38 contains 19084 members 
Mstep: Class 39 contains 1356 members 
Mstep: Class 40 contains 14893 members 
Mstep: Class 41 contains 1963 members 
Mstep: Class 42 contains 1132 members 
Mstep: Class 43 contains 4264 members 
Mstep: Class 44 contains 3815 members 
Mstep: Class 45 contains 3167 members 
Mstep: Class 46 contains 4912 members 
Mstep: Class 47 contains 12237 members 
Mstep: Class 48 contains 2917 members 
Mstep: Class 49 contains 8051 members 
Mstep: Class 50 contains 27422 members 
Mstep: Class 51 contains 3321 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100305280.000000 Penalty: 112857.750000
Iteration 132Q: 52 clusters Score -1.003053e+08 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 5326 members 
Mstep: Class 2 contains 5494 members 
Mstep: Class 3 contains 5351 members 
Mstep: Class 4 contains 35178 members 
Mstep: Class 5 contains 95971 members 
Mstep: Class 6 contains 461 members 
Mstep: Class 7 contains 17765 members 
Mstep: Class 8 contains 152409 members 
Mstep: Class 9 contains 8747 members 
Mstep: Class 10 contains 2185 members 
Mstep: Class 11 contains 450 members 
Mstep: Class 12 contains 17972 members 
Mstep: Class 13 contains 1412 members 
Mstep: Class 14 contains 1862 members 
Mstep: Class 15 contains 8211 members 
Mstep: Class 16 contains 39017 members 
Mstep: Class 17 contains 56579 members 
Mstep: Class 18 contains 2380 members 
Mstep: Class 19 contains 11535 members 
Mstep: Class 20 contains 39324 members 
Mstep: Class 21 contains 8069 members 
Mstep: Class 22 contains 12583 members 
Mstep: Class 23 contains 2981 members 
Mstep: Class 24 contains 39367 members 
Mstep: Class 25 contains 9278 members 
Mstep: Class 26 contains 3959 members 
Mstep: Class 27 contains 8847 members 
Mstep: Class 28 contains 3740 members 
Mstep: Class 29 contains 8060 members 
Mstep: Class 30 contains 6676 members 
Mstep: Class 31 contains 23106 members 
Mstep: Class 32 contains 39928 members 
Mstep: Class 33 contains 17990 members 
Mstep: Class 34 contains 3177 members 
Mstep: Class 35 contains 11460 members 
Mstep: Class 36 contains 2473 members 
Mstep: Class 37 contains 2707 members 
Mstep: Class 38 contains 19082 members 
Mstep: Class 39 contains 1356 members 
Mstep: Class 40 contains 14893 members 
Mstep: Class 41 contains 1959 members 
Mstep: Class 42 contains 1132 members 
Mstep: Class 43 contains 4265 members 
Mstep: Class 44 contains 3819 members 
Mstep: Class 45 contains 3167 members 
Mstep: Class 46 contains 4915 members 
Mstep: Class 47 contains 12247 members 
Mstep: Class 48 contains 2917 members 
Mstep: Class 49 contains 8051 members 
Mstep: Class 50 contains 27420 members 
Mstep: Class 51 contains 3321 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100305304.000000 Penalty: 112857.750000
Iteration 133Q: 52 clusters Score -1.003053e+08 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 5326 members 
Mstep: Class 2 contains 5503 members 
Mstep: Class 3 contains 5349 members 
Mstep: Class 4 contains 35172 members 
Mstep: Class 5 contains 95971 members 
Mstep: Class 6 contains 462 members 
Mstep: Class 7 contains 17765 members 
Mstep: Class 8 contains 152411 members 
Mstep: Class 9 contains 8745 members 
Mstep: Class 10 contains 2185 members 
Mstep: Class 11 contains 451 members 
Mstep: Class 12 contains 17972 members 
Mstep: Class 13 contains 1412 members 
Mstep: Class 14 contains 1862 members 
Mstep: Class 15 contains 8211 members 
Mstep: Class 16 contains 39017 members 
Mstep: Class 17 contains 56578 members 
Mstep: Class 18 contains 2381 members 
Mstep: Class 19 contains 11538 members 
Mstep: Class 20 contains 39290 members 
Mstep: Class 21 contains 8068 members 
Mstep: Class 22 contains 12583 members 
Mstep: Class 23 contains 2980 members 
Mstep: Class 24 contains 39371 members 
Mstep: Class 25 contains 9276 members 
Mstep: Class 26 contains 3962 members 
Mstep: Class 27 contains 8847 members 
Mstep: Class 28 contains 3736 members 
Mstep: Class 29 contains 8053 members 
Mstep: Class 30 contains 6677 members 
Mstep: Class 31 contains 23107 members 
Mstep: Class 32 contains 39920 members 
Mstep: Class 33 contains 17984 members 
Mstep: Class 34 contains 3208 members 
Mstep: Class 35 contains 11459 members 
Mstep: Class 36 contains 2472 members 
Mstep: Class 37 contains 2708 members 
Mstep: Class 38 contains 19085 members 
Mstep: Class 39 contains 1356 members 
Mstep: Class 40 contains 14891 members 
Mstep: Class 41 contains 1958 members 
Mstep: Class 42 contains 1132 members 
Mstep: Class 43 contains 4266 members 
Mstep: Class 44 contains 3822 members 
Mstep: Class 45 contains 3168 members 
Mstep: Class 46 contains 4918 members 
Mstep: Class 47 contains 12256 members 
Mstep: Class 48 contains 2918 members 
Mstep: Class 49 contains 8050 members 
Mstep: Class 50 contains 27421 members 
Mstep: Class 51 contains 3321 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100305360.000000 Penalty: 112857.750000
Iteration 134Q: 52 clusters Score -1.003054e+08 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 5326 members 
Mstep: Class 2 contains 5513 members 
Mstep: Class 3 contains 5347 members 
Mstep: Class 4 contains 35170 members 
Mstep: Class 5 contains 95975 members 
Mstep: Class 6 contains 462 members 
Mstep: Class 7 contains 17765 members 
Mstep: Class 8 contains 152409 members 
Mstep: Class 9 contains 8749 members 
Mstep: Class 10 contains 2185 members 
Mstep: Class 11 contains 452 members 
Mstep: Class 12 contains 17972 members 
Mstep: Class 13 contains 1413 members 
Mstep: Class 14 contains 1862 members 
Mstep: Class 15 contains 8211 members 
Mstep: Class 16 contains 39018 members 
Mstep: Class 17 contains 56576 members 
Mstep: Class 18 contains 2381 members 
Mstep: Class 19 contains 11538 members 
Mstep: Class 20 contains 39253 members 
Mstep: Class 21 contains 8070 members 
Mstep: Class 22 contains 12583 members 
Mstep: Class 23 contains 2983 members 
Mstep: Class 24 contains 39375 members 
Mstep: Class 25 contains 9275 members 
Mstep: Class 26 contains 3963 members 
Mstep: Class 27 contains 8847 members 
Mstep: Class 28 contains 3733 members 
Mstep: Class 29 contains 8045 members 
Mstep: Class 30 contains 6677 members 
Mstep: Class 31 contains 23107 members 
Mstep: Class 32 contains 39917 members 
Mstep: Class 33 contains 17978 members 
Mstep: Class 34 contains 3233 members 
Mstep: Class 35 contains 11458 members 
Mstep: Class 36 contains 2471 members 
Mstep: Class 37 contains 2709 members 
Mstep: Class 38 contains 19092 members 
Mstep: Class 39 contains 1356 members 
Mstep: Class 40 contains 14890 members 
Mstep: Class 41 contains 1955 members 
Mstep: Class 42 contains 1132 members 
Mstep: Class 43 contains 4264 members 
Mstep: Class 44 contains 3823 members 
Mstep: Class 45 contains 3168 members 
Mstep: Class 46 contains 4921 members 
Mstep: Class 47 contains 12259 members 
Mstep: Class 48 contains 2918 members 
Mstep: Class 49 contains 8050 members 
Mstep: Class 50 contains 27424 members 
Mstep: Class 51 contains 3321 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100305272.000000 Penalty: 112857.750000
Iteration 135Q: 52 clusters Score -1.003053e+08 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 5326 members 
Mstep: Class 2 contains 5522 members 
Mstep: Class 3 contains 5346 members 
Mstep: Class 4 contains 35163 members 
Mstep: Class 5 contains 95979 members 
Mstep: Class 6 contains 462 members 
Mstep: Class 7 contains 17767 members 
Mstep: Class 8 contains 152410 members 
Mstep: Class 9 contains 8752 members 
Mstep: Class 10 contains 2184 members 
Mstep: Class 11 contains 452 members 
Mstep: Class 12 contains 17973 members 
Mstep: Class 13 contains 1414 members 
Mstep: Class 14 contains 1862 members 
Mstep: Class 15 contains 8211 members 
Mstep: Class 16 contains 39017 members 
Mstep: Class 17 contains 56574 members 
Mstep: Class 18 contains 2381 members 
Mstep: Class 19 contains 11534 members 
Mstep: Class 20 contains 39222 members 
Mstep: Class 21 contains 8071 members 
Mstep: Class 22 contains 12583 members 
Mstep: Class 23 contains 2983 members 
Mstep: Class 24 contains 39380 members 
Mstep: Class 25 contains 9275 members 
Mstep: Class 26 contains 3963 members 
Mstep: Class 27 contains 8847 members 
Mstep: Class 28 contains 3732 members 
Mstep: Class 29 contains 8042 members 
Mstep: Class 30 contains 6676 members 
Mstep: Class 31 contains 23109 members 
Mstep: Class 32 contains 39909 members 
Mstep: Class 33 contains 17972 members 
Mstep: Class 34 contains 3250 members 
Mstep: Class 35 contains 11457 members 
Mstep: Class 36 contains 2472 members 
Mstep: Class 37 contains 2710 members 
Mstep: Class 38 contains 19102 members 
Mstep: Class 39 contains 1357 members 
Mstep: Class 40 contains 14889 members 
Mstep: Class 41 contains 1951 members 
Mstep: Class 42 contains 1132 members 
Mstep: Class 43 contains 4261 members 
Mstep: Class 44 contains 3824 members 
Mstep: Class 45 contains 3169 members 
Mstep: Class 46 contains 4926 members 
Mstep: Class 47 contains 12266 members 
Mstep: Class 48 contains 2918 members 
Mstep: Class 49 contains 8050 members 
Mstep: Class 50 contains 27426 members 
Mstep: Class 51 contains 3321 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100305424.000000 Penalty: 112857.750000
Iteration 136Q: 52 clusters Score -1.003054e+08 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 5528 members 
Mstep: Class 3 contains 5349 members 
Mstep: Class 4 contains 35161 members 
Mstep: Class 5 contains 95979 members 
Mstep: Class 6 contains 462 members 
Mstep: Class 7 contains 17765 members 
Mstep: Class 8 contains 152405 members 
Mstep: Class 9 contains 8759 members 
Mstep: Class 10 contains 2184 members 
Mstep: Class 11 contains 452 members 
Mstep: Class 12 contains 17973 members 
Mstep: Class 13 contains 1414 members 
Mstep: Class 14 contains 1862 members 
Mstep: Class 15 contains 8211 members 
Mstep: Class 16 contains 39015 members 
Mstep: Class 17 contains 56571 members 
Mstep: Class 18 contains 2381 members 
Mstep: Class 19 contains 11527 members 
Mstep: Class 20 contains 39197 members 
Mstep: Class 21 contains 8071 members 
Mstep: Class 22 contains 12583 members 
Mstep: Class 23 contains 2983 members 
Mstep: Class 24 contains 39384 members 
Mstep: Class 25 contains 9275 members 
Mstep: Class 26 contains 3964 members 
Mstep: Class 27 contains 8847 members 
Mstep: Class 28 contains 3730 members 
Mstep: Class 29 contains 8037 members 
Mstep: Class 30 contains 6675 members 
Mstep: Class 31 contains 23115 members 
Mstep: Class 32 contains 39908 members 
Mstep: Class 33 contains 17969 members 
Mstep: Class 34 contains 3269 members 
Mstep: Class 35 contains 11457 members 
Mstep: Class 36 contains 2473 members 
Mstep: Class 37 contains 2709 members 
Mstep: Class 38 contains 19105 members 
Mstep: Class 39 contains 1357 members 
Mstep: Class 40 contains 14887 members 
Mstep: Class 41 contains 1949 members 
Mstep: Class 42 contains 1132 members 
Mstep: Class 43 contains 4259 members 
Mstep: Class 44 contains 3824 members 
Mstep: Class 45 contains 3169 members 
Mstep: Class 46 contains 4930 members 
Mstep: Class 47 contains 12271 members 
Mstep: Class 48 contains 2918 members 
Mstep: Class 49 contains 8050 members 
Mstep: Class 50 contains 27431 members 
Mstep: Class 51 contains 3321 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100305528.000000 Penalty: 112857.750000
Iteration 137Q: 52 clusters Score -1.003055e+08 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 5326 members 
Mstep: Class 2 contains 5535 members 
Mstep: Class 3 contains 5352 members 
Mstep: Class 4 contains 35157 members 
Mstep: Class 5 contains 95985 members 
Mstep: Class 6 contains 462 members 
Mstep: Class 7 contains 17765 members 
Mstep: Class 8 contains 152407 members 
Mstep: Class 9 contains 8760 members 
Mstep: Class 10 contains 2184 members 
Mstep: Class 11 contains 452 members 
Mstep: Class 12 contains 17973 members 
Mstep: Class 13 contains 1414 members 
Mstep: Class 14 contains 1862 members 
Mstep: Class 15 contains 8211 members 
Mstep: Class 16 contains 39016 members 
Mstep: Class 17 contains 56569 members 
Mstep: Class 18 contains 2381 members 
Mstep: Class 19 contains 11522 members 
Mstep: Class 20 contains 39172 members 
Mstep: Class 21 contains 8069 members 
Mstep: Class 22 contains 12583 members 
Mstep: Class 23 contains 2984 members 
Mstep: Class 24 contains 39393 members 
Mstep: Class 25 contains 9275 members 
Mstep: Class 26 contains 3965 members 
Mstep: Class 27 contains 8847 members 
Mstep: Class 28 contains 3726 members 
Mstep: Class 29 contains 8037 members 
Mstep: Class 30 contains 6675 members 
Mstep: Class 31 contains 23121 members 
Mstep: Class 32 contains 39903 members 
Mstep: Class 33 contains 17967 members 
Mstep: Class 34 contains 3285 members 
Mstep: Class 35 contains 11456 members 
Mstep: Class 36 contains 2475 members 
Mstep: Class 37 contains 2709 members 
Mstep: Class 38 contains 19104 members 
Mstep: Class 39 contains 1357 members 
Mstep: Class 40 contains 14885 members 
Mstep: Class 41 contains 1944 members 
Mstep: Class 42 contains 1132 members 
Mstep: Class 43 contains 4255 members 
Mstep: Class 44 contains 3825 members 
Mstep: Class 45 contains 3169 members 
Mstep: Class 46 contains 4931 members 
Mstep: Class 47 contains 12280 members 
Mstep: Class 48 contains 2916 members 
Mstep: Class 49 contains 8049 members 
Mstep: Class 50 contains 27431 members 
Mstep: Class 51 contains 3321 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100305464.000000 Penalty: 112857.750000
Iteration 138Q: 52 clusters Score -1.003055e+08 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 5326 members 
Mstep: Class 2 contains 5539 members 
Mstep: Class 3 contains 5353 members 
Mstep: Class 4 contains 35153 members 
Mstep: Class 5 contains 95983 members 
Mstep: Class 6 contains 462 members 
Mstep: Class 7 contains 17765 members 
Mstep: Class 8 contains 152408 members 
Mstep: Class 9 contains 8758 members 
Mstep: Class 10 contains 2184 members 
Mstep: Class 11 contains 452 members 
Mstep: Class 12 contains 17973 members 
Mstep: Class 13 contains 1412 members 
Mstep: Class 14 contains 1862 members 
Mstep: Class 15 contains 8211 members 
Mstep: Class 16 contains 39015 members 
Mstep: Class 17 contains 56565 members 
Mstep: Class 18 contains 2381 members 
Mstep: Class 19 contains 11522 members 
Mstep: Class 20 contains 39161 members 
Mstep: Class 21 contains 8067 members 
Mstep: Class 22 contains 12583 members 
Mstep: Class 23 contains 2984 members 
Mstep: Class 24 contains 39393 members 
Mstep: Class 25 contains 9277 members 
Mstep: Class 26 contains 3961 members 
Mstep: Class 27 contains 8847 members 
Mstep: Class 28 contains 3728 members 
Mstep: Class 29 contains 8031 members 
Mstep: Class 30 contains 6674 members 
Mstep: Class 31 contains 23127 members 
Mstep: Class 32 contains 39899 members 
Mstep: Class 33 contains 17967 members 
Mstep: Class 34 contains 3304 members 
Mstep: Class 35 contains 11456 members 
Mstep: Class 36 contains 2476 members 
Mstep: Class 37 contains 2710 members 
Mstep: Class 38 contains 19106 members 
Mstep: Class 39 contains 1357 members 
Mstep: Class 40 contains 14883 members 
Mstep: Class 41 contains 1941 members 
Mstep: Class 42 contains 1132 members 
Mstep: Class 43 contains 4254 members 
Mstep: Class 44 contains 3828 members 
Mstep: Class 45 contains 3169 members 
Mstep: Class 46 contains 4933 members 
Mstep: Class 47 contains 12286 members 
Mstep: Class 48 contains 2916 members 
Mstep: Class 49 contains 8049 members 
Mstep: Class 50 contains 27432 members 
Mstep: Class 51 contains 3319 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100305552.000000 Penalty: 112857.750000
Iteration 139Q: 52 clusters Score -1.003056e+08 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 5326 members 
Mstep: Class 2 contains 5543 members 
Mstep: Class 3 contains 5355 members 
Mstep: Class 4 contains 35148 members 
Mstep: Class 5 contains 95982 members 
Mstep: Class 6 contains 462 members 
Mstep: Class 7 contains 17764 members 
Mstep: Class 8 contains 152405 members 
Mstep: Class 9 contains 8759 members 
Mstep: Class 10 contains 2184 members 
Mstep: Class 11 contains 452 members 
Mstep: Class 12 contains 17972 members 
Mstep: Class 13 contains 1413 members 
Mstep: Class 14 contains 1864 members 
Mstep: Class 15 contains 8212 members 
Mstep: Class 16 contains 39011 members 
Mstep: Class 17 contains 56564 members 
Mstep: Class 18 contains 2381 members 
Mstep: Class 19 contains 11521 members 
Mstep: Class 20 contains 39155 members 
Mstep: Class 21 contains 8066 members 
Mstep: Class 22 contains 12583 members 
Mstep: Class 23 contains 2985 members 
Mstep: Class 24 contains 39396 members 
Mstep: Class 25 contains 9279 members 
Mstep: Class 26 contains 3962 members 
Mstep: Class 27 contains 8847 members 
Mstep: Class 28 contains 3733 members 
Mstep: Class 29 contains 8023 members 
Mstep: Class 30 contains 6672 members 
Mstep: Class 31 contains 23132 members 
Mstep: Class 32 contains 39896 members 
Mstep: Class 33 contains 17966 members 
Mstep: Class 34 contains 3312 members 
Mstep: Class 35 contains 11455 members 
Mstep: Class 36 contains 2476 members 
Mstep: Class 37 contains 2711 members 
Mstep: Class 38 contains 19114 members 
Mstep: Class 39 contains 1357 members 
Mstep: Class 40 contains 14879 members 
Mstep: Class 41 contains 1942 members 
Mstep: Class 42 contains 1132 members 
Mstep: Class 43 contains 4249 members 
Mstep: Class 44 contains 3830 members 
Mstep: Class 45 contains 3169 members 
Mstep: Class 46 contains 4934 members 
Mstep: Class 47 contains 12290 members 
Mstep: Class 48 contains 2915 members 
Mstep: Class 49 contains 8048 members 
Mstep: Class 50 contains 27431 members 
Mstep: Class 51 contains 3317 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100305592.000000 Penalty: 112857.750000
Iteration 140F: 52 clusters Score -1.003056e+08 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 5326 members 
Mstep: Class 2 contains 5544 members 
Mstep: Class 3 contains 5354 members 
Mstep: Class 4 contains 35143 members 
Mstep: Class 5 contains 95982 members 
Mstep: Class 6 contains 462 members 
Mstep: Class 7 contains 17762 members 
Mstep: Class 8 contains 152412 members 
Mstep: Class 9 contains 8761 members 
Mstep: Class 10 contains 2184 members 
Mstep: Class 11 contains 452 members 
Mstep: Class 12 contains 17972 members 
Mstep: Class 13 contains 1413 members 
Mstep: Class 14 contains 1865 members 
Mstep: Class 15 contains 8212 members 
Mstep: Class 16 contains 39010 members 
Mstep: Class 17 contains 56562 members 
Mstep: Class 18 contains 2380 members 
Mstep: Class 19 contains 11520 members 
Mstep: Class 20 contains 39140 members 
Mstep: Class 21 contains 8066 members 
Mstep: Class 22 contains 12583 members 
Mstep: Class 23 contains 2985 members 
Mstep: Class 24 contains 39401 members 
Mstep: Class 25 contains 9281 members 
Mstep: Class 26 contains 3966 members 
Mstep: Class 27 contains 8847 members 
Mstep: Class 28 contains 3733 members 
Mstep: Class 29 contains 8018 members 
Mstep: Class 30 contains 6673 members 
Mstep: Class 31 contains 23141 members 
Mstep: Class 32 contains 39888 members 
Mstep: Class 33 contains 17967 members 
Mstep: Class 34 contains 3327 members 
Mstep: Class 35 contains 11453 members 
Mstep: Class 36 contains 2475 members 
Mstep: Class 37 contains 2712 members 
Mstep: Class 38 contains 19113 members 
Mstep: Class 39 contains 1357 members 
Mstep: Class 40 contains 14874 members 
Mstep: Class 41 contains 1937 members 
Mstep: Class 42 contains 1132 members 
Mstep: Class 43 contains 4248 members 
Mstep: Class 44 contains 3833 members 
Mstep: Class 45 contains 3170 members 
Mstep: Class 46 contains 4936 members 
Mstep: Class 47 contains 12292 members 
Mstep: Class 48 contains 2917 members 
Mstep: Class 49 contains 8046 members 
Mstep: Class 50 contains 27430 members 
Mstep: Class 51 contains 3317 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100305656.000000 Penalty: 112857.750000
Iteration 141Q: 52 clusters Score -1.003057e+08 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 5326 members 
Mstep: Class 2 contains 5545 members 
Mstep: Class 3 contains 5354 members 
Mstep: Class 4 contains 35137 members 
Mstep: Class 5 contains 95982 members 
Mstep: Class 6 contains 462 members 
Mstep: Class 7 contains 17761 members 
Mstep: Class 8 contains 152418 members 
Mstep: Class 9 contains 8762 members 
Mstep: Class 10 contains 2184 members 
Mstep: Class 11 contains 452 members 
Mstep: Class 12 contains 17972 members 
Mstep: Class 13 contains 1413 members 
Mstep: Class 14 contains 1865 members 
Mstep: Class 15 contains 8213 members 
Mstep: Class 16 contains 39010 members 
Mstep: Class 17 contains 56563 members 
Mstep: Class 18 contains 2379 members 
Mstep: Class 19 contains 11517 members 
Mstep: Class 20 contains 39132 members 
Mstep: Class 21 contains 8063 members 
Mstep: Class 22 contains 12583 members 
Mstep: Class 23 contains 2987 members 
Mstep: Class 24 contains 39403 members 
Mstep: Class 25 contains 9282 members 
Mstep: Class 26 contains 3967 members 
Mstep: Class 27 contains 8847 members 
Mstep: Class 28 contains 3739 members 
Mstep: Class 29 contains 8013 members 
Mstep: Class 30 contains 6672 members 
Mstep: Class 31 contains 23152 members 
Mstep: Class 32 contains 39877 members 
Mstep: Class 33 contains 17969 members 
Mstep: Class 34 contains 3334 members 
Mstep: Class 35 contains 11453 members 
Mstep: Class 36 contains 2475 members 
Mstep: Class 37 contains 2713 members 
Mstep: Class 38 contains 19115 members 
Mstep: Class 39 contains 1357 members 
Mstep: Class 40 contains 14868 members 
Mstep: Class 41 contains 1936 members 
Mstep: Class 42 contains 1132 members 
Mstep: Class 43 contains 4246 members 
Mstep: Class 44 contains 3836 members 
Mstep: Class 45 contains 3172 members 
Mstep: Class 46 contains 4937 members 
Mstep: Class 47 contains 12294 members 
Mstep: Class 48 contains 2916 members 
Mstep: Class 49 contains 8044 members 
Mstep: Class 50 contains 27428 members 
Mstep: Class 51 contains 3317 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100305584.000000 Penalty: 112857.750000
Iteration 142Q: 52 clusters Score -1.003056e+08 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 5326 members 
Mstep: Class 2 contains 5551 members 
Mstep: Class 3 contains 5354 members 
Mstep: Class 4 contains 35129 members 
Mstep: Class 5 contains 95982 members 
Mstep: Class 6 contains 462 members 
Mstep: Class 7 contains 17761 members 
Mstep: Class 8 contains 152423 members 
Mstep: Class 9 contains 8760 members 
Mstep: Class 10 contains 2184 members 
Mstep: Class 11 contains 452 members 
Mstep: Class 12 contains 17973 members 
Mstep: Class 13 contains 1413 members 
Mstep: Class 14 contains 1866 members 
Mstep: Class 15 contains 8214 members 
Mstep: Class 16 contains 39007 members 
Mstep: Class 17 contains 56564 members 
Mstep: Class 18 contains 2379 members 
Mstep: Class 19 contains 11514 members 
Mstep: Class 20 contains 39111 members 
Mstep: Class 21 contains 8061 members 
Mstep: Class 22 contains 12583 members 
Mstep: Class 23 contains 2987 members 
Mstep: Class 24 contains 39405 members 
Mstep: Class 25 contains 9284 members 
Mstep: Class 26 contains 3968 members 
Mstep: Class 27 contains 8847 members 
Mstep: Class 28 contains 3746 members 
Mstep: Class 29 contains 8011 members 
Mstep: Class 30 contains 6672 members 
Mstep: Class 31 contains 23164 members 
Mstep: Class 32 contains 39869 members 
Mstep: Class 33 contains 17967 members 
Mstep: Class 34 contains 3347 members 
Mstep: Class 35 contains 11453 members 
Mstep: Class 36 contains 2475 members 
Mstep: Class 37 contains 2712 members 
Mstep: Class 38 contains 19114 members 
Mstep: Class 39 contains 1357 members 
Mstep: Class 40 contains 14864 members 
Mstep: Class 41 contains 1935 members 
Mstep: Class 42 contains 1132 members 
Mstep: Class 43 contains 4245 members 
Mstep: Class 44 contains 3841 members 
Mstep: Class 45 contains 3173 members 
Mstep: Class 46 contains 4937 members 
Mstep: Class 47 contains 12296 members 
Mstep: Class 48 contains 2916 members 
Mstep: Class 49 contains 8044 members 
Mstep: Class 50 contains 27427 members 
Mstep: Class 51 contains 3317 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100305712.000000 Penalty: 112857.750000
Iteration 143Q: 52 clusters Score -1.003057e+08 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 5326 members 
Mstep: Class 2 contains 5555 members 
Mstep: Class 3 contains 5354 members 
Mstep: Class 4 contains 35122 members 
Mstep: Class 5 contains 95977 members 
Mstep: Class 6 contains 462 members 
Mstep: Class 7 contains 17762 members 
Mstep: Class 8 contains 152425 members 
Mstep: Class 9 contains 8760 members 
Mstep: Class 10 contains 2184 members 
Mstep: Class 11 contains 452 members 
Mstep: Class 12 contains 17973 members 
Mstep: Class 13 contains 1413 members 
Mstep: Class 14 contains 1866 members 
Mstep: Class 15 contains 8214 members 
Mstep: Class 16 contains 39007 members 
Mstep: Class 17 contains 56557 members 
Mstep: Class 18 contains 2379 members 
Mstep: Class 19 contains 11511 members 
Mstep: Class 20 contains 39093 members 
Mstep: Class 21 contains 8060 members 
Mstep: Class 22 contains 12583 members 
Mstep: Class 23 contains 2989 members 
Mstep: Class 24 contains 39408 members 
Mstep: Class 25 contains 9287 members 
Mstep: Class 26 contains 3972 members 
Mstep: Class 27 contains 8847 members 
Mstep: Class 28 contains 3757 members 
Mstep: Class 29 contains 8004 members 
Mstep: Class 30 contains 6670 members 
Mstep: Class 31 contains 23176 members 
Mstep: Class 32 contains 39863 members 
Mstep: Class 33 contains 17965 members 
Mstep: Class 34 contains 3365 members 
Mstep: Class 35 contains 11451 members 
Mstep: Class 36 contains 2475 members 
Mstep: Class 37 contains 2712 members 
Mstep: Class 38 contains 19112 members 
Mstep: Class 39 contains 1358 members 
Mstep: Class 40 contains 14858 members 
Mstep: Class 41 contains 1937 members 
Mstep: Class 42 contains 1132 members 
Mstep: Class 43 contains 4243 members 
Mstep: Class 44 contains 3846 members 
Mstep: Class 45 contains 3174 members 
Mstep: Class 46 contains 4935 members 
Mstep: Class 47 contains 12299 members 
Mstep: Class 48 contains 2915 members 
Mstep: Class 49 contains 8044 members 
Mstep: Class 50 contains 27428 members 
Mstep: Class 51 contains 3317 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100305712.000000 Penalty: 112857.750000
Iteration 144Q: 52 clusters Score -1.003057e+08 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 5558 members 
Mstep: Class 3 contains 5354 members 
Mstep: Class 4 contains 35118 members 
Mstep: Class 5 contains 95980 members 
Mstep: Class 6 contains 462 members 
Mstep: Class 7 contains 17761 members 
Mstep: Class 8 contains 152433 members 
Mstep: Class 9 contains 8759 members 
Mstep: Class 10 contains 2184 members 
Mstep: Class 11 contains 452 members 
Mstep: Class 12 contains 17973 members 
Mstep: Class 13 contains 1413 members 
Mstep: Class 14 contains 1866 members 
Mstep: Class 15 contains 8214 members 
Mstep: Class 16 contains 39007 members 
Mstep: Class 17 contains 56554 members 
Mstep: Class 18 contains 2379 members 
Mstep: Class 19 contains 11508 members 
Mstep: Class 20 contains 39078 members 
Mstep: Class 21 contains 8059 members 
Mstep: Class 22 contains 12583 members 
Mstep: Class 23 contains 2995 members 
Mstep: Class 24 contains 39412 members 
Mstep: Class 25 contains 9288 members 
Mstep: Class 26 contains 3973 members 
Mstep: Class 27 contains 8847 members 
Mstep: Class 28 contains 3762 members 
Mstep: Class 29 contains 8003 members 
Mstep: Class 30 contains 6668 members 
Mstep: Class 31 contains 23183 members 
Mstep: Class 32 contains 39857 members 
Mstep: Class 33 contains 17960 members 
Mstep: Class 34 contains 3383 members 
Mstep: Class 35 contains 11451 members 
Mstep: Class 36 contains 2474 members 
Mstep: Class 37 contains 2712 members 
Mstep: Class 38 contains 19097 members 
Mstep: Class 39 contains 1358 members 
Mstep: Class 40 contains 14855 members 
Mstep: Class 41 contains 1937 members 
Mstep: Class 42 contains 1132 members 
Mstep: Class 43 contains 4241 members 
Mstep: Class 44 contains 3850 members 
Mstep: Class 45 contains 3175 members 
Mstep: Class 46 contains 4933 members 
Mstep: Class 47 contains 12300 members 
Mstep: Class 48 contains 2916 members 
Mstep: Class 49 contains 8045 members 
Mstep: Class 50 contains 27427 members 
Mstep: Class 51 contains 3318 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100305680.000000 Penalty: 112857.750000
Iteration 145Q: 52 clusters Score -1.003057e+08 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 5563 members 
Mstep: Class 3 contains 5354 members 
Mstep: Class 4 contains 35115 members 
Mstep: Class 5 contains 95981 members 
Mstep: Class 6 contains 462 members 
Mstep: Class 7 contains 17760 members 
Mstep: Class 8 contains 152436 members 
Mstep: Class 9 contains 8756 members 
Mstep: Class 10 contains 2184 members 
Mstep: Class 11 contains 452 members 
Mstep: Class 12 contains 17973 members 
Mstep: Class 13 contains 1414 members 
Mstep: Class 14 contains 1866 members 
Mstep: Class 15 contains 8214 members 
Mstep: Class 16 contains 39006 members 
Mstep: Class 17 contains 56555 members 
Mstep: Class 18 contains 2378 members 
Mstep: Class 19 contains 11505 members 
Mstep: Class 20 contains 39058 members 
Mstep: Class 21 contains 8060 members 
Mstep: Class 22 contains 12583 members 
Mstep: Class 23 contains 2998 members 
Mstep: Class 24 contains 39415 members 
Mstep: Class 25 contains 9289 members 
Mstep: Class 26 contains 3972 members 
Mstep: Class 27 contains 8846 members 
Mstep: Class 28 contains 3767 members 
Mstep: Class 29 contains 7996 members 
Mstep: Class 30 contains 6666 members 
Mstep: Class 31 contains 23186 members 
Mstep: Class 32 contains 39857 members 
Mstep: Class 33 contains 17958 members 
Mstep: Class 34 contains 3404 members 
Mstep: Class 35 contains 11451 members 
Mstep: Class 36 contains 2474 members 
Mstep: Class 37 contains 2712 members 
Mstep: Class 38 contains 19089 members 
Mstep: Class 39 contains 1358 members 
Mstep: Class 40 contains 14851 members 
Mstep: Class 41 contains 1937 members 
Mstep: Class 42 contains 1132 members 
Mstep: Class 43 contains 4239 members 
Mstep: Class 44 contains 3852 members 
Mstep: Class 45 contains 3175 members 
Mstep: Class 46 contains 4935 members 
Mstep: Class 47 contains 12302 members 
Mstep: Class 48 contains 2920 members 
Mstep: Class 49 contains 8047 members 
Mstep: Class 50 contains 27425 members 
Mstep: Class 51 contains 3318 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100305640.000000 Penalty: 112857.750000
Iteration 146Q: 52 clusters Score -1.003056e+08 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 5570 members 
Mstep: Class 3 contains 5354 members 
Mstep: Class 4 contains 35111 members 
Mstep: Class 5 contains 95982 members 
Mstep: Class 6 contains 462 members 
Mstep: Class 7 contains 17758 members 
Mstep: Class 8 contains 152434 members 
Mstep: Class 9 contains 8752 members 
Mstep: Class 10 contains 2184 members 
Mstep: Class 11 contains 452 members 
Mstep: Class 12 contains 17972 members 
Mstep: Class 13 contains 1414 members 
Mstep: Class 14 contains 1867 members 
Mstep: Class 15 contains 8214 members 
Mstep: Class 16 contains 39006 members 
Mstep: Class 17 contains 56552 members 
Mstep: Class 18 contains 2378 members 
Mstep: Class 19 contains 11504 members 
Mstep: Class 20 contains 39044 members 
Mstep: Class 21 contains 8060 members 
Mstep: Class 22 contains 12583 members 
Mstep: Class 23 contains 3001 members 
Mstep: Class 24 contains 39416 members 
Mstep: Class 25 contains 9289 members 
Mstep: Class 26 contains 3973 members 
Mstep: Class 27 contains 8845 members 
Mstep: Class 28 contains 3773 members 
Mstep: Class 29 contains 7995 members 
Mstep: Class 30 contains 6667 members 
Mstep: Class 31 contains 23195 members 
Mstep: Class 32 contains 39857 members 
Mstep: Class 33 contains 17955 members 
Mstep: Class 34 contains 3424 members 
Mstep: Class 35 contains 11449 members 
Mstep: Class 36 contains 2473 members 
Mstep: Class 37 contains 2713 members 
Mstep: Class 38 contains 19076 members 
Mstep: Class 39 contains 1358 members 
Mstep: Class 40 contains 14846 members 
Mstep: Class 41 contains 1937 members 
Mstep: Class 42 contains 1132 members 
Mstep: Class 43 contains 4237 members 
Mstep: Class 44 contains 3854 members 
Mstep: Class 45 contains 3175 members 
Mstep: Class 46 contains 4938 members 
Mstep: Class 47 contains 12305 members 
Mstep: Class 48 contains 2918 members 
Mstep: Class 49 contains 8047 members 
Mstep: Class 50 contains 27427 members 
Mstep: Class 51 contains 3318 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100305704.000000 Penalty: 112857.750000
Iteration 147Q: 52 clusters Score -1.003057e+08 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 5574 members 
Mstep: Class 3 contains 5354 members 
Mstep: Class 4 contains 35105 members 
Mstep: Class 5 contains 95980 members 
Mstep: Class 6 contains 461 members 
Mstep: Class 7 contains 17756 members 
Mstep: Class 8 contains 152438 members 
Mstep: Class 9 contains 8751 members 
Mstep: Class 10 contains 2184 members 
Mstep: Class 11 contains 452 members 
Mstep: Class 12 contains 17972 members 
Mstep: Class 13 contains 1415 members 
Mstep: Class 14 contains 1866 members 
Mstep: Class 15 contains 8213 members 
Mstep: Class 16 contains 39005 members 
Mstep: Class 17 contains 56553 members 
Mstep: Class 18 contains 2378 members 
Mstep: Class 19 contains 11505 members 
Mstep: Class 20 contains 39024 members 
Mstep: Class 21 contains 8062 members 
Mstep: Class 22 contains 12583 members 
Mstep: Class 23 contains 3002 members 
Mstep: Class 24 contains 39420 members 
Mstep: Class 25 contains 9285 members 
Mstep: Class 26 contains 3974 members 
Mstep: Class 27 contains 8843 members 
Mstep: Class 28 contains 3778 members 
Mstep: Class 29 contains 7988 members 
Mstep: Class 30 contains 6668 members 
Mstep: Class 31 contains 23201 members 
Mstep: Class 32 contains 39856 members 
Mstep: Class 33 contains 17948 members 
Mstep: Class 34 contains 3443 members 
Mstep: Class 35 contains 11447 members 
Mstep: Class 36 contains 2474 members 
Mstep: Class 37 contains 2714 members 
Mstep: Class 38 contains 19072 members 
Mstep: Class 39 contains 1358 members 
Mstep: Class 40 contains 14847 members 
Mstep: Class 41 contains 1937 members 
Mstep: Class 42 contains 1131 members 
Mstep: Class 43 contains 4234 members 
Mstep: Class 44 contains 3859 members 
Mstep: Class 45 contains 3175 members 
Mstep: Class 46 contains 4941 members 
Mstep: Class 47 contains 12308 members 
Mstep: Class 48 contains 2919 members 
Mstep: Class 49 contains 8048 members 
Mstep: Class 50 contains 27427 members 
Mstep: Class 51 contains 3318 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100305664.000000 Penalty: 112857.750000
Iteration 148Q: 52 clusters Score -1.003057e+08 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 5582 members 
Mstep: Class 3 contains 5354 members 
Mstep: Class 4 contains 35101 members 
Mstep: Class 5 contains 95980 members 
Mstep: Class 6 contains 461 members 
Mstep: Class 7 contains 17755 members 
Mstep: Class 8 contains 152447 members 
Mstep: Class 9 contains 8751 members 
Mstep: Class 10 contains 2183 members 
Mstep: Class 11 contains 452 members 
Mstep: Class 12 contains 17973 members 
Mstep: Class 13 contains 1414 members 
Mstep: Class 14 contains 1866 members 
Mstep: Class 15 contains 8213 members 
Mstep: Class 16 contains 39004 members 
Mstep: Class 17 contains 56552 members 
Mstep: Class 18 contains 2378 members 
Mstep: Class 19 contains 11506 members 
Mstep: Class 20 contains 38998 members 
Mstep: Class 21 contains 8065 members 
Mstep: Class 22 contains 12585 members 
Mstep: Class 23 contains 3005 members 
Mstep: Class 24 contains 39425 members 
Mstep: Class 25 contains 9282 members 
Mstep: Class 26 contains 3975 members 
Mstep: Class 27 contains 8843 members 
Mstep: Class 28 contains 3780 members 
Mstep: Class 29 contains 7983 members 
Mstep: Class 30 contains 6669 members 
Mstep: Class 31 contains 23205 members 
Mstep: Class 32 contains 39853 members 
Mstep: Class 33 contains 17942 members 
Mstep: Class 34 contains 3455 members 
Mstep: Class 35 contains 11445 members 
Mstep: Class 36 contains 2472 members 
Mstep: Class 37 contains 2714 members 
Mstep: Class 38 contains 19076 members 
Mstep: Class 39 contains 1358 members 
Mstep: Class 40 contains 14847 members 
Mstep: Class 41 contains 1937 members 
Mstep: Class 42 contains 1131 members 
Mstep: Class 43 contains 4233 members 
Mstep: Class 44 contains 3862 members 
Mstep: Class 45 contains 3175 members 
Mstep: Class 46 contains 4939 members 
Mstep: Class 47 contains 12310 members 
Mstep: Class 48 contains 2917 members 
Mstep: Class 49 contains 8048 members 
Mstep: Class 50 contains 27425 members 
Mstep: Class 51 contains 3319 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100305672.000000 Penalty: 112857.750000
Iteration 149Q: 52 clusters Score -1.003057e+08 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 5586 members 
Mstep: Class 3 contains 5354 members 
Mstep: Class 4 contains 35098 members 
Mstep: Class 5 contains 95978 members 
Mstep: Class 6 contains 461 members 
Mstep: Class 7 contains 17752 members 
Mstep: Class 8 contains 152447 members 
Mstep: Class 9 contains 8752 members 
Mstep: Class 10 contains 2182 members 
Mstep: Class 11 contains 452 members 
Mstep: Class 12 contains 17973 members 
Mstep: Class 13 contains 1414 members 
Mstep: Class 14 contains 1866 members 
Mstep: Class 15 contains 8213 members 
Mstep: Class 16 contains 39005 members 
Mstep: Class 17 contains 56550 members 
Mstep: Class 18 contains 2378 members 
Mstep: Class 19 contains 11506 members 
Mstep: Class 20 contains 38985 members 
Mstep: Class 21 contains 8068 members 
Mstep: Class 22 contains 12587 members 
Mstep: Class 23 contains 3007 members 
Mstep: Class 24 contains 39430 members 
Mstep: Class 25 contains 9284 members 
Mstep: Class 26 contains 3975 members 
Mstep: Class 27 contains 8843 members 
Mstep: Class 28 contains 3782 members 
Mstep: Class 29 contains 7972 members 
Mstep: Class 30 contains 6668 members 
Mstep: Class 31 contains 23209 members 
Mstep: Class 32 contains 39852 members 
Mstep: Class 33 contains 17936 members 
Mstep: Class 34 contains 3468 members 
Mstep: Class 35 contains 11441 members 
Mstep: Class 36 contains 2468 members 
Mstep: Class 37 contains 2715 members 
Mstep: Class 38 contains 19086 members 
Mstep: Class 39 contains 1358 members 
Mstep: Class 40 contains 14844 members 
Mstep: Class 41 contains 1937 members 
Mstep: Class 42 contains 1131 members 
Mstep: Class 43 contains 4232 members 
Mstep: Class 44 contains 3866 members 
Mstep: Class 45 contains 3176 members 
Mstep: Class 46 contains 4940 members 
Mstep: Class 47 contains 12311 members 
Mstep: Class 48 contains 2915 members 
Mstep: Class 49 contains 8048 members 
Mstep: Class 50 contains 27423 members 
Mstep: Class 51 contains 3319 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100305608.000000 Penalty: 112857.750000
Iteration 150Q: 52 clusters Score -1.003056e+08 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 5590 members 
Mstep: Class 3 contains 5354 members 
Mstep: Class 4 contains 35095 members 
Mstep: Class 5 contains 95980 members 
Mstep: Class 6 contains 461 members 
Mstep: Class 7 contains 17751 members 
Mstep: Class 8 contains 152444 members 
Mstep: Class 9 contains 8752 members 
Mstep: Class 10 contains 2182 members 
Mstep: Class 11 contains 452 members 
Mstep: Class 12 contains 17971 members 
Mstep: Class 13 contains 1414 members 
Mstep: Class 14 contains 1866 members 
Mstep: Class 15 contains 8213 members 
Mstep: Class 16 contains 39005 members 
Mstep: Class 17 contains 56550 members 
Mstep: Class 18 contains 2377 members 
Mstep: Class 19 contains 11505 members 
Mstep: Class 20 contains 38965 members 
Mstep: Class 21 contains 8070 members 
Mstep: Class 22 contains 12588 members 
Mstep: Class 23 contains 3011 members 
Mstep: Class 24 contains 39435 members 
Mstep: Class 25 contains 9284 members 
Mstep: Class 26 contains 3976 members 
Mstep: Class 27 contains 8843 members 
Mstep: Class 28 contains 3782 members 
Mstep: Class 29 contains 7970 members 
Mstep: Class 30 contains 6667 members 
Mstep: Class 31 contains 23216 members 
Mstep: Class 32 contains 39853 members 
Mstep: Class 33 contains 17931 members 
Mstep: Class 34 contains 3476 members 
Mstep: Class 35 contains 11438 members 
Mstep: Class 36 contains 2465 members 
Mstep: Class 37 contains 2715 members 
Mstep: Class 38 contains 19098 members 
Mstep: Class 39 contains 1358 members 
Mstep: Class 40 contains 14837 members 
Mstep: Class 41 contains 1937 members 
Mstep: Class 42 contains 1131 members 
Mstep: Class 43 contains 4231 members 
Mstep: Class 44 contains 3865 members 
Mstep: Class 45 contains 3177 members 
Mstep: Class 46 contains 4944 members 
Mstep: Class 47 contains 12313 members 
Mstep: Class 48 contains 2915 members 
Mstep: Class 49 contains 8048 members 
Mstep: Class 50 contains 27423 members 
Mstep: Class 51 contains 3318 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100305672.000000 Penalty: 112857.750000
Iteration 151Q: 52 clusters Score -1.003057e+08 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 5593 members 
Mstep: Class 3 contains 5355 members 
Mstep: Class 4 contains 35093 members 
Mstep: Class 5 contains 95980 members 
Mstep: Class 6 contains 461 members 
Mstep: Class 7 contains 17749 members 
Mstep: Class 8 contains 152438 members 
Mstep: Class 9 contains 8754 members 
Mstep: Class 10 contains 2182 members 
Mstep: Class 11 contains 452 members 
Mstep: Class 12 contains 17970 members 
Mstep: Class 13 contains 1413 members 
Mstep: Class 14 contains 1866 members 
Mstep: Class 15 contains 8212 members 
Mstep: Class 16 contains 39005 members 
Mstep: Class 17 contains 56552 members 
Mstep: Class 18 contains 2377 members 
Mstep: Class 19 contains 11506 members 
Mstep: Class 20 contains 38944 members 
Mstep: Class 21 contains 8070 members 
Mstep: Class 22 contains 12588 members 
Mstep: Class 23 contains 3011 members 
Mstep: Class 24 contains 39439 members 
Mstep: Class 25 contains 9284 members 
Mstep: Class 26 contains 3977 members 
Mstep: Class 27 contains 8843 members 
Mstep: Class 28 contains 3783 members 
Mstep: Class 29 contains 7970 members 
Mstep: Class 30 contains 6667 members 
Mstep: Class 31 contains 23230 members 
Mstep: Class 32 contains 39846 members 
Mstep: Class 33 contains 17928 members 
Mstep: Class 34 contains 3491 members 
Mstep: Class 35 contains 11438 members 
Mstep: Class 36 contains 2465 members 
Mstep: Class 37 contains 2715 members 
Mstep: Class 38 contains 19101 members 
Mstep: Class 39 contains 1358 members 
Mstep: Class 40 contains 14829 members 
Mstep: Class 41 contains 1937 members 
Mstep: Class 42 contains 1131 members 
Mstep: Class 43 contains 4231 members 
Mstep: Class 44 contains 3865 members 
Mstep: Class 45 contains 3177 members 
Mstep: Class 46 contains 4952 members 
Mstep: Class 47 contains 12314 members 
Mstep: Class 48 contains 2916 members 
Mstep: Class 49 contains 8049 members 
Mstep: Class 50 contains 27417 members 
Mstep: Class 51 contains 3318 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100305808.000000 Penalty: 112857.750000
Iteration 152Q: 52 clusters Score -1.003058e+08 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 5596 members 
Mstep: Class 3 contains 5355 members 
Mstep: Class 4 contains 35092 members 
Mstep: Class 5 contains 95979 members 
Mstep: Class 6 contains 461 members 
Mstep: Class 7 contains 17746 members 
Mstep: Class 8 contains 152441 members 
Mstep: Class 9 contains 8755 members 
Mstep: Class 10 contains 2182 members 
Mstep: Class 11 contains 452 members 
Mstep: Class 12 contains 17970 members 
Mstep: Class 13 contains 1414 members 
Mstep: Class 14 contains 1867 members 
Mstep: Class 15 contains 8214 members 
Mstep: Class 16 contains 39006 members 
Mstep: Class 17 contains 56553 members 
Mstep: Class 18 contains 2377 members 
Mstep: Class 19 contains 11507 members 
Mstep: Class 20 contains 38923 members 
Mstep: Class 21 contains 8070 members 
Mstep: Class 22 contains 12588 members 
Mstep: Class 23 contains 3012 members 
Mstep: Class 24 contains 39440 members 
Mstep: Class 25 contains 9284 members 
Mstep: Class 26 contains 3980 members 
Mstep: Class 27 contains 8843 members 
Mstep: Class 28 contains 3782 members 
Mstep: Class 29 contains 7968 members 
Mstep: Class 30 contains 6668 members 
Mstep: Class 31 contains 23246 members 
Mstep: Class 32 contains 39844 members 
Mstep: Class 33 contains 17926 members 
Mstep: Class 34 contains 3510 members 
Mstep: Class 35 contains 11437 members 
Mstep: Class 36 contains 2464 members 
Mstep: Class 37 contains 2715 members 
Mstep: Class 38 contains 19094 members 
Mstep: Class 39 contains 1358 members 
Mstep: Class 40 contains 14817 members 
Mstep: Class 41 contains 1937 members 
Mstep: Class 42 contains 1131 members 
Mstep: Class 43 contains 4231 members 
Mstep: Class 44 contains 3869 members 
Mstep: Class 45 contains 3177 members 
Mstep: Class 46 contains 4952 members 
Mstep: Class 47 contains 12315 members 
Mstep: Class 48 contains 2915 members 
Mstep: Class 49 contains 8050 members 
Mstep: Class 50 contains 27411 members 
Mstep: Class 51 contains 3318 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100305584.000000 Penalty: 112857.750000
Iteration 153Q: 52 clusters Score -1.003056e+08 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 5597 members 
Mstep: Class 3 contains 5355 members 
Mstep: Class 4 contains 35089 members 
Mstep: Class 5 contains 95979 members 
Mstep: Class 6 contains 461 members 
Mstep: Class 7 contains 17743 members 
Mstep: Class 8 contains 152437 members 
Mstep: Class 9 contains 8755 members 
Mstep: Class 10 contains 2182 members 
Mstep: Class 11 contains 452 members 
Mstep: Class 12 contains 17970 members 
Mstep: Class 13 contains 1414 members 
Mstep: Class 14 contains 1869 members 
Mstep: Class 15 contains 8215 members 
Mstep: Class 16 contains 39006 members 
Mstep: Class 17 contains 56554 members 
Mstep: Class 18 contains 2377 members 
Mstep: Class 19 contains 11507 members 
Mstep: Class 20 contains 38905 members 
Mstep: Class 21 contains 8070 members 
Mstep: Class 22 contains 12588 members 
Mstep: Class 23 contains 3014 members 
Mstep: Class 24 contains 39442 members 
Mstep: Class 25 contains 9284 members 
Mstep: Class 26 contains 3980 members 
Mstep: Class 27 contains 8843 members 
Mstep: Class 28 contains 3781 members 
Mstep: Class 29 contains 7966 members 
Mstep: Class 30 contains 6669 members 
Mstep: Class 31 contains 23258 members 
Mstep: Class 32 contains 39843 members 
Mstep: Class 33 contains 17926 members 
Mstep: Class 34 contains 3525 members 
Mstep: Class 35 contains 11437 members 
Mstep: Class 36 contains 2464 members 
Mstep: Class 37 contains 2715 members 
Mstep: Class 38 contains 19090 members 
Mstep: Class 39 contains 1358 members 
Mstep: Class 40 contains 14811 members 
Mstep: Class 41 contains 1937 members 
Mstep: Class 42 contains 1131 members 
Mstep: Class 43 contains 4232 members 
Mstep: Class 44 contains 3873 members 
Mstep: Class 45 contains 3177 members 
Mstep: Class 46 contains 4953 members 
Mstep: Class 47 contains 12316 members 
Mstep: Class 48 contains 2916 members 
Mstep: Class 49 contains 8050 members 
Mstep: Class 50 contains 27408 members 
Mstep: Class 51 contains 3318 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100305520.000000 Penalty: 112857.750000
Iteration 154Q: 52 clusters Score -1.003055e+08 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 5598 members 
Mstep: Class 3 contains 5354 members 
Mstep: Class 4 contains 35085 members 
Mstep: Class 5 contains 95974 members 
Mstep: Class 6 contains 461 members 
Mstep: Class 7 contains 17739 members 
Mstep: Class 8 contains 152438 members 
Mstep: Class 9 contains 8756 members 
Mstep: Class 10 contains 2183 members 
Mstep: Class 11 contains 452 members 
Mstep: Class 12 contains 17971 members 
Mstep: Class 13 contains 1414 members 
Mstep: Class 14 contains 1870 members 
Mstep: Class 15 contains 8216 members 
Mstep: Class 16 contains 39006 members 
Mstep: Class 17 contains 56553 members 
Mstep: Class 18 contains 2376 members 
Mstep: Class 19 contains 11508 members 
Mstep: Class 20 contains 38880 members 
Mstep: Class 21 contains 8070 members 
Mstep: Class 22 contains 12588 members 
Mstep: Class 23 contains 3015 members 
Mstep: Class 24 contains 39441 members 
Mstep: Class 25 contains 9284 members 
Mstep: Class 26 contains 3981 members 
Mstep: Class 27 contains 8843 members 
Mstep: Class 28 contains 3786 members 
Mstep: Class 29 contains 7964 members 
Mstep: Class 30 contains 6670 members 
Mstep: Class 31 contains 23271 members 
Mstep: Class 32 contains 39850 members 
Mstep: Class 33 contains 17924 members 
Mstep: Class 34 contains 3545 members 
Mstep: Class 35 contains 11437 members 
Mstep: Class 36 contains 2465 members 
Mstep: Class 37 contains 2715 members 
Mstep: Class 38 contains 19090 members 
Mstep: Class 39 contains 1358 members 
Mstep: Class 40 contains 14805 members 
Mstep: Class 41 contains 1937 members 
Mstep: Class 42 contains 1131 members 
Mstep: Class 43 contains 4232 members 
Mstep: Class 44 contains 3875 members 
Mstep: Class 45 contains 3176 members 
Mstep: Class 46 contains 4951 members 
Mstep: Class 47 contains 12316 members 
Mstep: Class 48 contains 2915 members 
Mstep: Class 49 contains 8050 members 
Mstep: Class 50 contains 27405 members 
Mstep: Class 51 contains 3318 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100305568.000000 Penalty: 112857.750000
Iteration 155Q: 52 clusters Score -1.003056e+08 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 5601 members 
Mstep: Class 3 contains 5352 members 
Mstep: Class 4 contains 35083 members 
Mstep: Class 5 contains 95966 members 
Mstep: Class 6 contains 461 members 
Mstep: Class 7 contains 17736 members 
Mstep: Class 8 contains 152437 members 
Mstep: Class 9 contains 8754 members 
Mstep: Class 10 contains 2183 members 
Mstep: Class 11 contains 452 members 
Mstep: Class 12 contains 17970 members 
Mstep: Class 13 contains 1414 members 
Mstep: Class 14 contains 1873 members 
Mstep: Class 15 contains 8216 members 
Mstep: Class 16 contains 39005 members 
Mstep: Class 17 contains 56550 members 
Mstep: Class 18 contains 2376 members 
Mstep: Class 19 contains 11509 members 
Mstep: Class 20 contains 38855 members 
Mstep: Class 21 contains 8070 members 
Mstep: Class 22 contains 12588 members 
Mstep: Class 23 contains 3017 members 
Mstep: Class 24 contains 39443 members 
Mstep: Class 25 contains 9284 members 
Mstep: Class 26 contains 3984 members 
Mstep: Class 27 contains 8843 members 
Mstep: Class 28 contains 3792 members 
Mstep: Class 29 contains 7961 members 
Mstep: Class 30 contains 6670 members 
Mstep: Class 31 contains 23279 members 
Mstep: Class 32 contains 39851 members 
Mstep: Class 33 contains 17924 members 
Mstep: Class 34 contains 3569 members 
Mstep: Class 35 contains 11437 members 
Mstep: Class 36 contains 2465 members 
Mstep: Class 37 contains 2715 members 
Mstep: Class 38 contains 19089 members 
Mstep: Class 39 contains 1358 members 
Mstep: Class 40 contains 14803 members 
Mstep: Class 41 contains 1937 members 
Mstep: Class 42 contains 1131 members 
Mstep: Class 43 contains 4233 members 
Mstep: Class 44 contains 3874 members 
Mstep: Class 45 contains 3175 members 
Mstep: Class 46 contains 4954 members 
Mstep: Class 47 contains 12316 members 
Mstep: Class 48 contains 2915 members 
Mstep: Class 49 contains 8050 members 
Mstep: Class 50 contains 27404 members 
Mstep: Class 51 contains 3318 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100305768.000000 Penalty: 112857.750000
Iteration 156Q: 52 clusters Score -1.003058e+08 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 5605 members 
Mstep: Class 3 contains 5351 members 
Mstep: Class 4 contains 35081 members 
Mstep: Class 5 contains 95967 members 
Mstep: Class 6 contains 461 members 
Mstep: Class 7 contains 17731 members 
Mstep: Class 8 contains 152436 members 
Mstep: Class 9 contains 8753 members 
Mstep: Class 10 contains 2183 members 
Mstep: Class 11 contains 452 members 
Mstep: Class 12 contains 17971 members 
Mstep: Class 13 contains 1414 members 
Mstep: Class 14 contains 1874 members 
Mstep: Class 15 contains 8216 members 
Mstep: Class 16 contains 39004 members 
Mstep: Class 17 contains 56545 members 
Mstep: Class 18 contains 2376 members 
Mstep: Class 19 contains 11508 members 
Mstep: Class 20 contains 38820 members 
Mstep: Class 21 contains 8070 members 
Mstep: Class 22 contains 12588 members 
Mstep: Class 23 contains 3017 members 
Mstep: Class 24 contains 39443 members 
Mstep: Class 25 contains 9284 members 
Mstep: Class 26 contains 3987 members 
Mstep: Class 27 contains 8843 members 
Mstep: Class 28 contains 3797 members 
Mstep: Class 29 contains 7960 members 
Mstep: Class 30 contains 6671 members 
Mstep: Class 31 contains 23285 members 
Mstep: Class 32 contains 39853 members 
Mstep: Class 33 contains 17924 members 
Mstep: Class 34 contains 3592 members 
Mstep: Class 35 contains 11436 members 
Mstep: Class 36 contains 2465 members 
Mstep: Class 37 contains 2716 members 
Mstep: Class 38 contains 19086 members 
Mstep: Class 39 contains 1358 members 
Mstep: Class 40 contains 14804 members 
Mstep: Class 41 contains 1937 members 
Mstep: Class 42 contains 1131 members 
Mstep: Class 43 contains 4234 members 
Mstep: Class 44 contains 3875 members 
Mstep: Class 45 contains 3174 members 
Mstep: Class 46 contains 4958 members 
Mstep: Class 47 contains 12317 members 
Mstep: Class 48 contains 2915 members 
Mstep: Class 49 contains 8050 members 
Mstep: Class 50 contains 27404 members 
Mstep: Class 51 contains 3318 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100305736.000000 Penalty: 112857.750000
Iteration 157Q: 52 clusters Score -1.003057e+08 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 5610 members 
Mstep: Class 3 contains 5351 members 
Mstep: Class 4 contains 35078 members 
Mstep: Class 5 contains 95958 members 
Mstep: Class 6 contains 461 members 
Mstep: Class 7 contains 17727 members 
Mstep: Class 8 contains 152438 members 
Mstep: Class 9 contains 8752 members 
Mstep: Class 10 contains 2182 members 
Mstep: Class 11 contains 452 members 
Mstep: Class 12 contains 17971 members 
Mstep: Class 13 contains 1414 members 
Mstep: Class 14 contains 1877 members 
Mstep: Class 15 contains 8217 members 
Mstep: Class 16 contains 39002 members 
Mstep: Class 17 contains 56533 members 
Mstep: Class 18 contains 2376 members 
Mstep: Class 19 contains 11504 members 
Mstep: Class 20 contains 38800 members 
Mstep: Class 21 contains 8070 members 
Mstep: Class 22 contains 12588 members 
Mstep: Class 23 contains 3020 members 
Mstep: Class 24 contains 39445 members 
Mstep: Class 25 contains 9284 members 
Mstep: Class 26 contains 3990 members 
Mstep: Class 27 contains 8843 members 
Mstep: Class 28 contains 3805 members 
Mstep: Class 29 contains 7955 members 
Mstep: Class 30 contains 6671 members 
Mstep: Class 31 contains 23292 members 
Mstep: Class 32 contains 39851 members 
Mstep: Class 33 contains 17924 members 
Mstep: Class 34 contains 3625 members 
Mstep: Class 35 contains 11434 members 
Mstep: Class 36 contains 2465 members 
Mstep: Class 37 contains 2717 members 
Mstep: Class 38 contains 19085 members 
Mstep: Class 39 contains 1358 members 
Mstep: Class 40 contains 14798 members 
Mstep: Class 41 contains 1937 members 
Mstep: Class 42 contains 1131 members 
Mstep: Class 43 contains 4233 members 
Mstep: Class 44 contains 3876 members 
Mstep: Class 45 contains 3174 members 
Mstep: Class 46 contains 4960 members 
Mstep: Class 47 contains 12317 members 
Mstep: Class 48 contains 2915 members 
Mstep: Class 49 contains 8050 members 
Mstep: Class 50 contains 27406 members 
Mstep: Class 51 contains 3318 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100305696.000000 Penalty: 112857.750000
Iteration 158Q: 52 clusters Score -1.003057e+08 nChanged 140
Entering ConstructFrom: 
Score: -100305696.000000 Penalty: 112857.750000
Entering ConstructFrom: 
Trying to split cluster 1 (5334 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5334 members 
Entering Unmasked Estep 
Score: -663718.687500 Penalty: 1394.551758
	Iteration 0F: 2 clusters Score -663718.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -659512.937500 Penalty: 2789.103516
	Iteration 0F: 3 clusters Score -659512.9 nChanged 2152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -660719.125000 Penalty: 2789.103516
	Iteration 1F: 3 clusters Score -660719.1 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -661079.625000 Penalty: 2789.103516
	Iteration 2F: 3 clusters Score -661079.6 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -661407.312500 Penalty: 2789.103516
	Iteration 3F: 3 clusters Score -661407.3 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -661716.437500 Penalty: 2789.103516
	Iteration 4F: 3 clusters Score -661716.4 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -661982.687500 Penalty: 2789.103516
	Iteration 5F: 3 clusters Score -661982.7 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -662196.312500 Penalty: 2789.103516
	Iteration 6Q: 3 clusters Score -662196.3 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -662348.437500 Penalty: 2789.103516
	Iteration 7Q: 3 clusters Score -662348.4 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -662444.562500 Penalty: 2789.103516
	Iteration 8Q: 3 clusters Score -662444.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -662517.937500 Penalty: 2789.103516
	Iteration 9Q: 3 clusters Score -662517.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -662562.312500 Penalty: 2789.103516
	Iteration 10Q: 3 clusters Score -662562.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -662588.562500 Penalty: 2789.103516
	Iteration 11Q: 3 clusters Score -662588.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -662601.812500 Penalty: 2789.103516
	Iteration 12Q: 3 clusters Score -662601.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -662614.062500 Penalty: 2789.103516
	Iteration 13Q: 3 clusters Score -662614.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -662624.062500 Penalty: 2789.103516
	Iteration 14Q: 3 clusters Score -662624.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -662629.812500 Penalty: 2789.103516
	Iteration 15Q: 3 clusters Score -662629.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -662632.062500 Penalty: 2789.103516
	Iteration 16Q: 3 clusters Score -662632.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -662634.125000 Penalty: 2789.103516
	Iteration 17Q: 3 clusters Score -662634.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -662634.750000 Penalty: 2789.103516
	Iteration 18Q: 3 clusters Score -662634.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -662636.875000 Penalty: 2789.103516
	Iteration 19Q: 3 clusters Score -662636.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -662642.062500 Penalty: 2789.103516
	Iteration 20F: 3 clusters Score -662642.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -662645.125000 Penalty: 2789.103516
	Iteration 21Q: 3 clusters Score -662645.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -662646.125000 Penalty: 2789.103516
	Iteration 22Q: 3 clusters Score -662646.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -662647.625000 Penalty: 2789.103516
	Iteration 23Q: 3 clusters Score -662647.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -662647.625000 Penalty: 2789.103516
	Iteration 24F: 3 clusters Score -662647.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (5613 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5613 members 
Entering Unmasked Estep 
Score: -659657.625000 Penalty: 1402.836548
	Iteration 0F: 2 clusters Score -659657.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -655312.562500 Penalty: 2805.673096
	Iteration 0F: 3 clusters Score -655312.6 nChanged 2295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -656629.000000 Penalty: 2805.673096
	Iteration 1F: 3 clusters Score -656629 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -656938.187500 Penalty: 2805.673096
	Iteration 2F: 3 clusters Score -656938.2 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -657212.250000 Penalty: 2805.673096
	Iteration 3F: 3 clusters Score -657212.2 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -657422.062500 Penalty: 2805.673096
	Iteration 4F: 3 clusters Score -657422.1 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -657575.375000 Penalty: 2805.673096
	Iteration 5Q: 3 clusters Score -657575.4 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -657713.875000 Penalty: 2805.673096
	Iteration 6Q: 3 clusters Score -657713.9 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -657837.750000 Penalty: 2805.673096
	Iteration 7Q: 3 clusters Score -657837.8 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -657941.937500 Penalty: 2805.673096
	Iteration 8Q: 3 clusters Score -657941.9 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -658049.937500 Penalty: 2805.673096
	Iteration 9Q: 3 clusters Score -658049.9 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -658125.437500 Penalty: 2805.673096
	Iteration 10Q: 3 clusters Score -658125.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -658187.875000 Penalty: 2805.673096
	Iteration 11Q: 3 clusters Score -658187.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -658256.125000 Penalty: 2805.673096
	Iteration 12Q: 3 clusters Score -658256.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -658322.250000 Penalty: 2805.673096
	Iteration 13Q: 3 clusters Score -658322.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -658379.500000 Penalty: 2805.673096
	Iteration 14Q: 3 clusters Score -658379.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -658421.437500 Penalty: 2805.673096
	Iteration 15Q: 3 clusters Score -658421.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -658457.187500 Penalty: 2805.673096
	Iteration 16Q: 3 clusters Score -658457.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -658494.500000 Penalty: 2805.673096
	Iteration 17Q: 3 clusters Score -658494.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -658521.437500 Penalty: 2805.673096
	Iteration 18Q: 3 clusters Score -658521.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -658554.062500 Penalty: 2805.673096
	Iteration 19Q: 3 clusters Score -658554.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -658581.000000 Penalty: 2805.673096
	Iteration 20F: 3 clusters Score -658581 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -658604.875000 Penalty: 2805.673096
	Iteration 21Q: 3 clusters Score -658604.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -658626.812500 Penalty: 2805.673096
	Iteration 22Q: 3 clusters Score -658626.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -658637.500000 Penalty: 2805.673096
	Iteration 23Q: 3 clusters Score -658637.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -658642.500000 Penalty: 2805.673096
	Iteration 24Q: 3 clusters Score -658642.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -658658.937500 Penalty: 2805.673096
	Iteration 25Q: 3 clusters Score -658658.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -658670.000000 Penalty: 2805.673096
	Iteration 26Q: 3 clusters Score -658670 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -658679.375000 Penalty: 2805.673096
	Iteration 27Q: 3 clusters Score -658679.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -658685.812500 Penalty: 2805.673096
	Iteration 28Q: 3 clusters Score -658685.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -658691.687500 Penalty: 2805.673096
	Iteration 29Q: 3 clusters Score -658691.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -658693.750000 Penalty: 2805.673096
	Iteration 30Q: 3 clusters Score -658693.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -658695.500000 Penalty: 2805.673096
	Iteration 31Q: 3 clusters Score -658695.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -658698.125000 Penalty: 2805.673096
	Iteration 32Q: 3 clusters Score -658698.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -658699.125000 Penalty: 2805.673096
	Iteration 33Q: 3 clusters Score -658699.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -658700.312500 Penalty: 2805.673096
	Iteration 34Q: 3 clusters Score -658700.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -658704.437500 Penalty: 2805.673096
	Iteration 35Q: 3 clusters Score -658704.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -658711.687500 Penalty: 2805.673096
	Iteration 36Q: 3 clusters Score -658711.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -658719.250000 Penalty: 2805.673096
	Iteration 37Q: 3 clusters Score -658719.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -658723.625000 Penalty: 2805.673096
	Iteration 38Q: 3 clusters Score -658723.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -658725.875000 Penalty: 2805.673096
	Iteration 39Q: 3 clusters Score -658725.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5001 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -658728.625000 Penalty: 2805.673096
	Iteration 40F: 3 clusters Score -658728.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5001 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -658728.937500 Penalty: 2805.673096
	Iteration 41Q: 3 clusters Score -658728.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -658730.812500 Penalty: 2805.673096
	Iteration 42Q: 3 clusters Score -658730.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -658730.812500 Penalty: 2805.673096
	Iteration 43Q: 3 clusters Score -658730.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -658731.562500 Penalty: 2805.673096
	Iteration 44Q: 3 clusters Score -658731.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -658733.750000 Penalty: 2805.673096
	Iteration 45Q: 3 clusters Score -658733.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -658735.125000 Penalty: 2805.673096
	Iteration 46Q: 3 clusters Score -658735.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -658737.187500 Penalty: 2805.673096
	Iteration 47Q: 3 clusters Score -658737.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -658738.625000 Penalty: 2805.673096
	Iteration 48Q: 3 clusters Score -658738.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -658740.750000 Penalty: 2805.673096
	Iteration 49Q: 3 clusters Score -658740.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -658739.375000 Penalty: 2805.673096
	Iteration 50Q: 3 clusters Score -658739.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -658740.437500 Penalty: 2805.673096
	Iteration 51Q: 3 clusters Score -658740.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -658740.750000 Penalty: 2805.673096
	Iteration 52Q: 3 clusters Score -658740.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -658740.750000 Penalty: 2805.673096
	Iteration 53F: 3 clusters Score -658740.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (5349 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Entering Unmasked Estep 
Score: -666015.375000 Penalty: 1395.008057
	Iteration 0F: 2 clusters Score -666015.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -661801.875000 Penalty: 2790.016113
	Iteration 0F: 3 clusters Score -661801.9 nChanged 2184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -662936.000000 Penalty: 2790.016113
	Iteration 1F: 3 clusters Score -662936 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -663120.687500 Penalty: 2790.016113
	Iteration 2F: 3 clusters Score -663120.7 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -663265.812500 Penalty: 2790.016113
	Iteration 3F: 3 clusters Score -663265.8 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -663392.875000 Penalty: 2790.016113
	Iteration 4Q: 3 clusters Score -663392.9 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -663500.375000 Penalty: 2790.016113
	Iteration 5Q: 3 clusters Score -663500.4 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -663622.750000 Penalty: 2790.016113
	Iteration 6Q: 3 clusters Score -663622.8 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -663761.375000 Penalty: 2790.016113
	Iteration 7Q: 3 clusters Score -663761.4 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -663906.625000 Penalty: 2790.016113
	Iteration 8Q: 3 clusters Score -663906.6 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -664053.312500 Penalty: 2790.016113
	Iteration 9Q: 3 clusters Score -664053.3 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -664230.437500 Penalty: 2790.016113
	Iteration 10Q: 3 clusters Score -664230.4 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -664378.812500 Penalty: 2790.016113
	Iteration 11Q: 3 clusters Score -664378.8 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -664492.187500 Penalty: 2790.016113
	Iteration 12Q: 3 clusters Score -664492.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -664576.812500 Penalty: 2790.016113
	Iteration 13Q: 3 clusters Score -664576.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -664649.875000 Penalty: 2790.016113
	Iteration 14Q: 3 clusters Score -664649.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -664704.937500 Penalty: 2790.016113
	Iteration 15Q: 3 clusters Score -664704.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -664753.750000 Penalty: 2790.016113
	Iteration 16Q: 3 clusters Score -664753.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -664808.937500 Penalty: 2790.016113
	Iteration 17Q: 3 clusters Score -664808.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -664849.812500 Penalty: 2790.016113
	Iteration 18Q: 3 clusters Score -664849.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -664885.687500 Penalty: 2790.016113
	Iteration 19Q: 3 clusters Score -664885.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -664913.937500 Penalty: 2790.016113
	Iteration 20F: 3 clusters Score -664913.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -664941.062500 Penalty: 2790.016113
	Iteration 21Q: 3 clusters Score -664941.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 4954 members 
Entering Unmasked Estep 
Score: -664977.125000 Penalty: 2790.016113
	Iteration 22Q: 3 clusters Score -664977.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 4954 members 
Entering Unmasked Estep 
Score: -665030.937500 Penalty: 2790.016113
	Iteration 23Q: 3 clusters Score -665030.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 4954 members 
Entering Unmasked Estep 
Score: -665078.437500 Penalty: 2790.016113
	Iteration 24Q: 3 clusters Score -665078.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 4939 members 
Entering Unmasked Estep 
Score: -665120.812500 Penalty: 2790.016113
	Iteration 25Q: 3 clusters Score -665120.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -665171.437500 Penalty: 2790.016113
	Iteration 26Q: 3 clusters Score -665171.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -665188.437500 Penalty: 2790.016113
	Iteration 27Q: 3 clusters Score -665188.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -665212.062500 Penalty: 2790.016113
	Iteration 28Q: 3 clusters Score -665212.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -665227.312500 Penalty: 2790.016113
	Iteration 29Q: 3 clusters Score -665227.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -665233.750000 Penalty: 2790.016113
	Iteration 30Q: 3 clusters Score -665233.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -665237.312500 Penalty: 2790.016113
	Iteration 31Q: 3 clusters Score -665237.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -665236.812500 Penalty: 2790.016113
	Iteration 32Q: 3 clusters Score -665236.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -665239.000000 Penalty: 2790.016113
	Iteration 33Q: 3 clusters Score -665239 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -665240.625000 Penalty: 2790.016113
	Iteration 34Q: 3 clusters Score -665240.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -665240.625000 Penalty: 2790.016113
	Iteration 35F: 3 clusters Score -665240.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (35075 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35075 members 
Entering Unmasked Estep 
Score: -4444876.000000 Penalty: 1700.602173
	Iteration 0F: 2 clusters Score -4444876 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17544 members 
Mstep: Class 2 contains 17531 members 
Entering Unmasked Estep 
Score: -4421281.000000 Penalty: 3401.204346
	Iteration 0F: 3 clusters Score -4421281 nChanged 16262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17796 members 
Mstep: Class 2 contains 17279 members 
Entering Unmasked Estep 
Score: -4430347.500000 Penalty: 3401.204346
	Iteration 1F: 3 clusters Score -4430348 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18070 members 
Mstep: Class 2 contains 17005 members 
Entering Unmasked Estep 
Score: -4430788.000000 Penalty: 3401.204346
	Iteration 2Q: 3 clusters Score -4430788 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18511 members 
Mstep: Class 2 contains 16564 members 
Entering Unmasked Estep 
Score: -4431274.500000 Penalty: 3401.204346
	Iteration 3Q: 3 clusters Score -4431274 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19136 members 
Mstep: Class 2 contains 15939 members 
Entering Unmasked Estep 
Score: -4431895.500000 Penalty: 3401.204346
	Iteration 4Q: 3 clusters Score -4431896 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20018 members 
Mstep: Class 2 contains 15057 members 
Entering Unmasked Estep 
Score: -4432818.000000 Penalty: 3401.204346
	Iteration 5F: 3 clusters Score -4432818 nChanged 2092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21186 members 
Mstep: Class 2 contains 13889 members 
Entering Unmasked Estep 
Score: -4433946.000000 Penalty: 3401.204346
	Iteration 6F: 3 clusters Score -4433946 nChanged 2268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22464 members 
Mstep: Class 2 contains 12611 members 
Entering Unmasked Estep 
Score: -4435266.000000 Penalty: 3401.204346
	Iteration 7F: 3 clusters Score -4435266 nChanged 2226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23818 members 
Mstep: Class 2 contains 11257 members 
Entering Unmasked Estep 
Score: -4436594.000000 Penalty: 3401.204346
	Iteration 8F: 3 clusters Score -4436594 nChanged 1925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25037 members 
Mstep: Class 2 contains 10038 members 
Entering Unmasked Estep 
Score: -4437617.000000 Penalty: 3401.204346
	Iteration 9F: 3 clusters Score -4437617 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26064 members 
Mstep: Class 2 contains 9011 members 
Entering Unmasked Estep 
Score: -4438335.500000 Penalty: 3401.204346
	Iteration 10Q: 3 clusters Score -4438336 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26994 members 
Mstep: Class 2 contains 8081 members 
Entering Unmasked Estep 
Score: -4438838.500000 Penalty: 3401.204346
	Iteration 11Q: 3 clusters Score -4438838 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27922 members 
Mstep: Class 2 contains 7153 members 
Entering Unmasked Estep 
Score: -4439325.000000 Penalty: 3401.204346
	Iteration 12Q: 3 clusters Score -4439325 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28816 members 
Mstep: Class 2 contains 6259 members 
Entering Unmasked Estep 
Score: -4439761.000000 Penalty: 3401.204346
	Iteration 13Q: 3 clusters Score -4439761 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29663 members 
Mstep: Class 2 contains 5412 members 
Entering Unmasked Estep 
Score: -4440194.500000 Penalty: 3401.204346
	Iteration 14Q: 3 clusters Score -4440194 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30526 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -4440715.000000 Penalty: 3401.204346
	Iteration 15Q: 3 clusters Score -4440715 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31316 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -4441220.000000 Penalty: 3401.204346
	Iteration 16Q: 3 clusters Score -4441220 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32042 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -4441724.000000 Penalty: 3401.204346
	Iteration 17Q: 3 clusters Score -4441724 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32662 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -4442172.000000 Penalty: 3401.204346
	Iteration 18Q: 3 clusters Score -4442172 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33136 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -4442518.500000 Penalty: 3401.204346
	Iteration 19Q: 3 clusters Score -4442518 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33466 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -4442757.000000 Penalty: 3401.204346
	Iteration 20F: 3 clusters Score -4442757 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33707 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -4442940.000000 Penalty: 3401.204346
	Iteration 21Q: 3 clusters Score -4442940 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33863 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -4443060.500000 Penalty: 3401.204346
	Iteration 22Q: 3 clusters Score -4443060 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33980 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -4443142.000000 Penalty: 3401.204346
	Iteration 23Q: 3 clusters Score -4443142 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34048 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -4443189.500000 Penalty: 3401.204346
	Iteration 24Q: 3 clusters Score -4443190 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34103 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -4443229.000000 Penalty: 3401.204346
	Iteration 25Q: 3 clusters Score -4443229 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34145 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -4443271.000000 Penalty: 3401.204346
	Iteration 26Q: 3 clusters Score -4443271 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34194 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -4443305.000000 Penalty: 3401.204346
	Iteration 27Q: 3 clusters Score -4443305 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34243 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -4443351.000000 Penalty: 3401.204346
	Iteration 28Q: 3 clusters Score -4443351 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34286 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -4443382.500000 Penalty: 3401.204346
	Iteration 29Q: 3 clusters Score -4443382 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34320 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -4443417.000000 Penalty: 3401.204346
	Iteration 30Q: 3 clusters Score -4443417 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34344 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -4443441.500000 Penalty: 3401.204346
	Iteration 31Q: 3 clusters Score -4443442 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34365 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -4443454.500000 Penalty: 3401.204346
	Iteration 32Q: 3 clusters Score -4443454 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34381 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -4443467.000000 Penalty: 3401.204346
	Iteration 33Q: 3 clusters Score -4443467 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34398 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -4443485.000000 Penalty: 3401.204346
	Iteration 34Q: 3 clusters Score -4443485 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34411 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -4443502.500000 Penalty: 3401.204346
	Iteration 35Q: 3 clusters Score -4443502 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34424 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -4443508.000000 Penalty: 3401.204346
	Iteration 36Q: 3 clusters Score -4443508 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34439 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -4443525.000000 Penalty: 3401.204346
	Iteration 37Q: 3 clusters Score -4443525 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34449 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -4443529.500000 Penalty: 3401.204346
	Iteration 38Q: 3 clusters Score -4443530 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34453 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -4443533.500000 Penalty: 3401.204346
	Iteration 39Q: 3 clusters Score -4443534 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34458 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -4443536.500000 Penalty: 3401.204346
	Iteration 40F: 3 clusters Score -4443536 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34465 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -4443541.500000 Penalty: 3401.204346
	Iteration 41Q: 3 clusters Score -4443542 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34467 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -4443541.500000 Penalty: 3401.204346
	Iteration 42Q: 3 clusters Score -4443542 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34470 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -4443543.500000 Penalty: 3401.204346
	Iteration 43Q: 3 clusters Score -4443544 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34472 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -4443540.000000 Penalty: 3401.204346
	Iteration 44Q: 3 clusters Score -4443540 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34474 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -4443539.000000 Penalty: 3401.204346
	Iteration 45Q: 3 clusters Score -4443539 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34474 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -4443539.000000 Penalty: 3401.204346
	Iteration 46F: 3 clusters Score -4443539 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (95955 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95955 members 
Entering Unmasked Estep 
Score: -12117312.000000 Penalty: 1864.140625
	Iteration 0F: 2 clusters Score -1.211731e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47797 members 
Mstep: Class 2 contains 48158 members 
Entering Unmasked Estep 
Score: -12053637.000000 Penalty: 3728.281250
	Iteration 0F: 3 clusters Score -1.205364e+07 nChanged 45854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43693 members 
Mstep: Class 2 contains 52262 members 
Entering Unmasked Estep 
Score: -12080817.000000 Penalty: 3728.281250
	Iteration 1F: 3 clusters Score -1.208082e+07 nChanged 4781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40632 members 
Mstep: Class 2 contains 55323 members 
Entering Unmasked Estep 
Score: -12083030.000000 Penalty: 3728.281250
	Iteration 2Q: 3 clusters Score -1.208303e+07 nChanged 6113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36243 members 
Mstep: Class 2 contains 59712 members 
Entering Unmasked Estep 
Score: -12086516.000000 Penalty: 3728.281250
	Iteration 3F: 3 clusters Score -1.208652e+07 nChanged 7290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30791 members 
Mstep: Class 2 contains 65164 members 
Entering Unmasked Estep 
Score: -12091509.000000 Penalty: 3728.281250
	Iteration 4F: 3 clusters Score -1.209151e+07 nChanged 7522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25057 members 
Mstep: Class 2 contains 70898 members 
Entering Unmasked Estep 
Score: -12096774.000000 Penalty: 3728.281250
	Iteration 5F: 3 clusters Score -1.209677e+07 nChanged 6544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19863 members 
Mstep: Class 2 contains 76092 members 
Entering Unmasked Estep 
Score: -12101083.000000 Penalty: 3728.281250
	Iteration 6F: 3 clusters Score -1.210108e+07 nChanged 5095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15434 members 
Mstep: Class 2 contains 80521 members 
Entering Unmasked Estep 
Score: -12104255.000000 Penalty: 3728.281250
	Iteration 7F: 3 clusters Score -1.210426e+07 nChanged 4031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11597 members 
Mstep: Class 2 contains 84358 members 
Entering Unmasked Estep 
Score: -12106985.000000 Penalty: 3728.281250
	Iteration 8Q: 3 clusters Score -1.210698e+07 nChanged 3369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8272 members 
Mstep: Class 2 contains 87683 members 
Entering Unmasked Estep 
Score: -12109313.000000 Penalty: 3728.281250
	Iteration 9Q: 3 clusters Score -1.210931e+07 nChanged 2858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5426 members 
Mstep: Class 2 contains 90529 members 
Entering Unmasked Estep 
Score: -12111611.000000 Penalty: 3728.281250
	Iteration 10Q: 3 clusters Score -1.211161e+07 nChanged 2194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 92719 members 
Entering Unmasked Estep 
Score: -12113374.000000 Penalty: 3728.281250
	Iteration 11Q: 3 clusters Score -1.211337e+07 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 94064 members 
Entering Unmasked Estep 
Score: -12114485.000000 Penalty: 3728.281250
	Iteration 12Q: 3 clusters Score -1.211448e+07 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 94805 members 
Entering Unmasked Estep 
Score: -12115028.000000 Penalty: 3728.281250
	Iteration 13Q: 3 clusters Score -1.211503e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 95182 members 
Entering Unmasked Estep 
Score: -12115293.000000 Penalty: 3728.281250
	Iteration 14Q: 3 clusters Score -1.211529e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 95383 members 
Entering Unmasked Estep 
Score: -12115435.000000 Penalty: 3728.281250
	Iteration 15Q: 3 clusters Score -1.211544e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 95489 members 
Entering Unmasked Estep 
Score: -12115552.000000 Penalty: 3728.281250
	Iteration 16Q: 3 clusters Score -1.211555e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 95542 members 
Entering Unmasked Estep 
Score: -12115631.000000 Penalty: 3728.281250
	Iteration 17Q: 3 clusters Score -1.211563e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 95562 members 
Entering Unmasked Estep 
Score: -12115667.000000 Penalty: 3728.281250
	Iteration 18Q: 3 clusters Score -1.211567e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 95582 members 
Entering Unmasked Estep 
Score: -12115695.000000 Penalty: 3728.281250
	Iteration 19Q: 3 clusters Score -1.21157e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 95584 members 
Entering Unmasked Estep 
Score: -12115725.000000 Penalty: 3728.281250
	Iteration 20F: 3 clusters Score -1.211572e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 95589 members 
Entering Unmasked Estep 
Score: -12115750.000000 Penalty: 3728.281250
	Iteration 21Q: 3 clusters Score -1.211575e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 95593 members 
Entering Unmasked Estep 
Score: -12115767.000000 Penalty: 3728.281250
	Iteration 22Q: 3 clusters Score -1.211577e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 95598 members 
Entering Unmasked Estep 
Score: -12115764.000000 Penalty: 3728.281250
	Iteration 23Q: 3 clusters Score -1.211576e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 95607 members 
Entering Unmasked Estep 
Score: -12115758.000000 Penalty: 3728.281250
	Iteration 24Q: 3 clusters Score -1.211576e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 95613 members 
Entering Unmasked Estep 
Score: -12115766.000000 Penalty: 3728.281250
	Iteration 25Q: 3 clusters Score -1.211577e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 95619 members 
Entering Unmasked Estep 
Score: -12115769.000000 Penalty: 3728.281250
	Iteration 26Q: 3 clusters Score -1.211577e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 95624 members 
Entering Unmasked Estep 
Score: -12115775.000000 Penalty: 3728.281250
	Iteration 27Q: 3 clusters Score -1.211578e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 95624 members 
Entering Unmasked Estep 
Score: -12115771.000000 Penalty: 3728.281250
	Iteration 28Q: 3 clusters Score -1.211577e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 95626 members 
Entering Unmasked Estep 
Score: -12115776.000000 Penalty: 3728.281250
	Iteration 29Q: 3 clusters Score -1.211578e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 95629 members 
Entering Unmasked Estep 
Score: -12115782.000000 Penalty: 3728.281250
	Iteration 30Q: 3 clusters Score -1.211578e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 95631 members 
Entering Unmasked Estep 
Score: -12115798.000000 Penalty: 3728.281250
	Iteration 31Q: 3 clusters Score -1.21158e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 95630 members 
Entering Unmasked Estep 
Score: -12115787.000000 Penalty: 3728.281250
	Iteration 32Q: 3 clusters Score -1.211579e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 95631 members 
Entering Unmasked Estep 
Score: -12115789.000000 Penalty: 3728.281250
	Iteration 33Q: 3 clusters Score -1.211579e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 95633 members 
Entering Unmasked Estep 
Score: -12115801.000000 Penalty: 3728.281250
	Iteration 34Q: 3 clusters Score -1.21158e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 95632 members 
Entering Unmasked Estep 
Score: -12115797.000000 Penalty: 3728.281250
	Iteration 35Q: 3 clusters Score -1.21158e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 95632 members 
Entering Unmasked Estep 
Score: -12115797.000000 Penalty: 3728.281250
	Iteration 36F: 3 clusters Score -1.21158e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (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: -49787.402344 Penalty: 996.677185
	Iteration 0F: 2 clusters Score -49787.4 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 257 members 
Entering Unmasked Estep 
Score: -48876.695312 Penalty: 1993.354370
	Iteration 0F: 3 clusters Score -48876.7 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -49070.609375 Penalty: 1993.354370
	Iteration 1F: 3 clusters Score -49070.61 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -49150.351562 Penalty: 1993.354370
	Iteration 2F: 3 clusters Score -49150.35 nChanged 29
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: -49222.800781 Penalty: 1993.354370
	Iteration 3F: 3 clusters Score -49222.8 nChanged 12
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: -49280.625000 Penalty: 1993.354370
	Iteration 4Q: 3 clusters Score -49280.62 nChanged 18
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: -49313.636719 Penalty: 1993.354370
	Iteration 5Q: 3 clusters Score -49313.64 nChanged 16
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: -49334.500000 Penalty: 1993.354370
	Iteration 6Q: 3 clusters Score -49334.5 nChanged 8
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: -49354.097656 Penalty: 1993.354370
	Iteration 7Q: 3 clusters Score -49354.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -49373.628906 Penalty: 1993.354370
	Iteration 8Q: 3 clusters Score -49373.63 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -49383.996094 Penalty: 1993.354370
	Iteration 9Q: 3 clusters Score -49384 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -49391.250000 Penalty: 1993.354370
	Iteration 10Q: 3 clusters Score -49391.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -49391.250000 Penalty: 1993.354370
	Iteration 11F: 3 clusters Score -49391.25 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (17721 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17721 members 
Entering Unmasked Estep 
Score: -2249746.500000 Penalty: 1589.657227
	Iteration 0F: 2 clusters Score -2249746 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8797 members 
Mstep: Class 2 contains 8924 members 
Entering Unmasked Estep 
Score: -2237670.750000 Penalty: 3179.314453
	Iteration 0F: 3 clusters Score -2237671 nChanged 7886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8245 members 
Mstep: Class 2 contains 9476 members 
Entering Unmasked Estep 
Score: -2242516.250000 Penalty: 3179.314453
	Iteration 1F: 3 clusters Score -2242516 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7795 members 
Mstep: Class 2 contains 9926 members 
Entering Unmasked Estep 
Score: -2243331.250000 Penalty: 3179.314453
	Iteration 2F: 3 clusters Score -2243331 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7076 members 
Mstep: Class 2 contains 10645 members 
Entering Unmasked Estep 
Score: -2244295.750000 Penalty: 3179.314453
	Iteration 3F: 3 clusters Score -2244296 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6126 members 
Mstep: Class 2 contains 11595 members 
Entering Unmasked Estep 
Score: -2245385.500000 Penalty: 3179.314453
	Iteration 4F: 3 clusters Score -2245386 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5124 members 
Mstep: Class 2 contains 12597 members 
Entering Unmasked Estep 
Score: -2246492.500000 Penalty: 3179.314453
	Iteration 5F: 3 clusters Score -2246492 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 13447 members 
Entering Unmasked Estep 
Score: -2247451.250000 Penalty: 3179.314453
	Iteration 6F: 3 clusters Score -2247451 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 14020 members 
Entering Unmasked Estep 
Score: -2248220.250000 Penalty: 3179.314453
	Iteration 7Q: 3 clusters Score -2248220 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 14380 members 
Entering Unmasked Estep 
Score: -2248710.250000 Penalty: 3179.314453
	Iteration 8Q: 3 clusters Score -2248710 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 14602 members 
Entering Unmasked Estep 
Score: -2248945.500000 Penalty: 3179.314453
	Iteration 9Q: 3 clusters Score -2248946 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 14782 members 
Entering Unmasked Estep 
Score: -2249085.500000 Penalty: 3179.314453
	Iteration 10Q: 3 clusters Score -2249086 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 14920 members 
Entering Unmasked Estep 
Score: -2249151.500000 Penalty: 3179.314453
	Iteration 11Q: 3 clusters Score -2249152 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 15025 members 
Entering Unmasked Estep 
Score: -2249199.250000 Penalty: 3179.314453
	Iteration 12Q: 3 clusters Score -2249199 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 15126 members 
Entering Unmasked Estep 
Score: -2249241.000000 Penalty: 3179.314453
	Iteration 13Q: 3 clusters Score -2249241 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 15214 members 
Entering Unmasked Estep 
Score: -2249278.750000 Penalty: 3179.314453
	Iteration 14Q: 3 clusters Score -2249279 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 15297 members 
Entering Unmasked Estep 
Score: -2249304.750000 Penalty: 3179.314453
	Iteration 15Q: 3 clusters Score -2249305 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 15370 members 
Entering Unmasked Estep 
Score: -2249331.500000 Penalty: 3179.314453
	Iteration 16Q: 3 clusters Score -2249332 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 15437 members 
Entering Unmasked Estep 
Score: -2249356.000000 Penalty: 3179.314453
	Iteration 17Q: 3 clusters Score -2249356 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 15499 members 
Entering Unmasked Estep 
Score: -2249378.500000 Penalty: 3179.314453
	Iteration 18Q: 3 clusters Score -2249378 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 15551 members 
Entering Unmasked Estep 
Score: -2249396.500000 Penalty: 3179.314453
	Iteration 19Q: 3 clusters Score -2249396 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 15600 members 
Entering Unmasked Estep 
Score: -2249406.000000 Penalty: 3179.314453
	Iteration 20F: 3 clusters Score -2249406 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 15641 members 
Entering Unmasked Estep 
Score: -2249418.500000 Penalty: 3179.314453
	Iteration 21Q: 3 clusters Score -2249418 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 15673 members 
Entering Unmasked Estep 
Score: -2249423.500000 Penalty: 3179.314453
	Iteration 22Q: 3 clusters Score -2249424 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 15699 members 
Entering Unmasked Estep 
Score: -2249428.500000 Penalty: 3179.314453
	Iteration 23Q: 3 clusters Score -2249428 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 15717 members 
Entering Unmasked Estep 
Score: -2249434.500000 Penalty: 3179.314453
	Iteration 24Q: 3 clusters Score -2249434 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 15734 members 
Entering Unmasked Estep 
Score: -2249440.000000 Penalty: 3179.314453
	Iteration 25Q: 3 clusters Score -2249440 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 15751 members 
Entering Unmasked Estep 
Score: -2249445.750000 Penalty: 3179.314453
	Iteration 26Q: 3 clusters Score -2249446 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 15767 members 
Entering Unmasked Estep 
Score: -2249450.000000 Penalty: 3179.314453
	Iteration 27Q: 3 clusters Score -2249450 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 15779 members 
Entering Unmasked Estep 
Score: -2249450.500000 Penalty: 3179.314453
	Iteration 28Q: 3 clusters Score -2249450 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 15789 members 
Entering Unmasked Estep 
Score: -2249449.250000 Penalty: 3179.314453
	Iteration 29Q: 3 clusters Score -2249449 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 15807 members 
Entering Unmasked Estep 
Score: -2249451.750000 Penalty: 3179.314453
	Iteration 30Q: 3 clusters Score -2249452 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 15820 members 
Entering Unmasked Estep 
Score: -2249456.000000 Penalty: 3179.314453
	Iteration 31Q: 3 clusters Score -2249456 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 15837 members 
Entering Unmasked Estep 
Score: -2249465.750000 Penalty: 3179.314453
	Iteration 32Q: 3 clusters Score -2249466 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 15847 members 
Entering Unmasked Estep 
Score: -2249467.500000 Penalty: 3179.314453
	Iteration 33Q: 3 clusters Score -2249468 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 15856 members 
Entering Unmasked Estep 
Score: -2249467.250000 Penalty: 3179.314453
	Iteration 34Q: 3 clusters Score -2249467 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 15864 members 
Entering Unmasked Estep 
Score: -2249467.000000 Penalty: 3179.314453
	Iteration 35Q: 3 clusters Score -2249467 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 15871 members 
Entering Unmasked Estep 
Score: -2249463.500000 Penalty: 3179.314453
	Iteration 36Q: 3 clusters Score -2249464 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 15879 members 
Entering Unmasked Estep 
Score: -2249467.500000 Penalty: 3179.314453
	Iteration 37Q: 3 clusters Score -2249468 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 15888 members 
Entering Unmasked Estep 
Score: -2249472.000000 Penalty: 3179.314453
	Iteration 38Q: 3 clusters Score -2249472 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 15895 members 
Entering Unmasked Estep 
Score: -2249474.000000 Penalty: 3179.314453
	Iteration 39Q: 3 clusters Score -2249474 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 15903 members 
Entering Unmasked Estep 
Score: -2249473.750000 Penalty: 3179.314453
	Iteration 40F: 3 clusters Score -2249474 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 15912 members 
Entering Unmasked Estep 
Score: -2249470.750000 Penalty: 3179.314453
	Iteration 41Q: 3 clusters Score -2249471 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 15915 members 
Entering Unmasked Estep 
Score: -2249476.250000 Penalty: 3179.314453
	Iteration 42Q: 3 clusters Score -2249476 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 15918 members 
Entering Unmasked Estep 
Score: -2249475.250000 Penalty: 3179.314453
	Iteration 43Q: 3 clusters Score -2249475 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 15921 members 
Entering Unmasked Estep 
Score: -2249474.750000 Penalty: 3179.314453
	Iteration 44Q: 3 clusters Score -2249475 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 15925 members 
Entering Unmasked Estep 
Score: -2249478.000000 Penalty: 3179.314453
	Iteration 45Q: 3 clusters Score -2249478 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 15929 members 
Entering Unmasked Estep 
Score: -2249477.750000 Penalty: 3179.314453
	Iteration 46Q: 3 clusters Score -2249478 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 15932 members 
Entering Unmasked Estep 
Score: -2249480.000000 Penalty: 3179.314453
	Iteration 47Q: 3 clusters Score -2249480 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 15935 members 
Entering Unmasked Estep 
Score: -2249481.000000 Penalty: 3179.314453
	Iteration 48Q: 3 clusters Score -2249481 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 15937 members 
Entering Unmasked Estep 
Score: -2249479.750000 Penalty: 3179.314453
	Iteration 49Q: 3 clusters Score -2249480 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 15940 members 
Entering Unmasked Estep 
Score: -2249479.750000 Penalty: 3179.314453
	Iteration 50Q: 3 clusters Score -2249480 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 15944 members 
Entering Unmasked Estep 
Score: -2249485.250000 Penalty: 3179.314453
	Iteration 51Q: 3 clusters Score -2249485 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 15945 members 
Entering Unmasked Estep 
Score: -2249484.750000 Penalty: 3179.314453
	Iteration 52Q: 3 clusters Score -2249485 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 15947 members 
Entering Unmasked Estep 
Score: -2249489.000000 Penalty: 3179.314453
	Iteration 53Q: 3 clusters Score -2249489 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 15949 members 
Entering Unmasked Estep 
Score: -2249488.250000 Penalty: 3179.314453
	Iteration 54Q: 3 clusters Score -2249488 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 15949 members 
Entering Unmasked Estep 
Score: -2249488.250000 Penalty: 3179.314453
	Iteration 55F: 3 clusters Score -2249488 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (152445 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152445 members 
Entering Unmasked Estep 
Score: -19518734.000000 Penalty: 1939.365845
	Iteration 0F: 2 clusters Score -1.951873e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76122 members 
Mstep: Class 2 contains 76323 members 
Entering Unmasked Estep 
Score: -19436122.000000 Penalty: 3878.731689
	Iteration 0F: 3 clusters Score -1.943612e+07 nChanged 73390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70212 members 
Mstep: Class 2 contains 82233 members 
Entering Unmasked Estep 
Score: -19479492.000000 Penalty: 3878.731689
	Iteration 1F: 3 clusters Score -1.947949e+07 nChanged 6327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66347 members 
Mstep: Class 2 contains 86098 members 
Entering Unmasked Estep 
Score: -19481446.000000 Penalty: 3878.731689
	Iteration 2Q: 3 clusters Score -1.948145e+07 nChanged 7966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60813 members 
Mstep: Class 2 contains 91632 members 
Entering Unmasked Estep 
Score: -19484452.000000 Penalty: 3878.731689
	Iteration 3F: 3 clusters Score -1.948445e+07 nChanged 9652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53729 members 
Mstep: Class 2 contains 98716 members 
Entering Unmasked Estep 
Score: -19488684.000000 Penalty: 3878.731689
	Iteration 4F: 3 clusters Score -1.948868e+07 nChanged 10577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45688 members 
Mstep: Class 2 contains 106757 members 
Entering Unmasked Estep 
Score: -19493900.000000 Penalty: 3878.731689
	Iteration 5F: 3 clusters Score -1.94939e+07 nChanged 10358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37606 members 
Mstep: Class 2 contains 114839 members 
Entering Unmasked Estep 
Score: -19499396.000000 Penalty: 3878.731689
	Iteration 6F: 3 clusters Score -1.94994e+07 nChanged 9219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30111 members 
Mstep: Class 2 contains 122334 members 
Entering Unmasked Estep 
Score: -19504038.000000 Penalty: 3878.731689
	Iteration 7F: 3 clusters Score -1.950404e+07 nChanged 7536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23517 members 
Mstep: Class 2 contains 128928 members 
Entering Unmasked Estep 
Score: -19507312.000000 Penalty: 3878.731689
	Iteration 8Q: 3 clusters Score -1.950731e+07 nChanged 6113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17690 members 
Mstep: Class 2 contains 134755 members 
Entering Unmasked Estep 
Score: -19509844.000000 Penalty: 3878.731689
	Iteration 9Q: 3 clusters Score -1.950984e+07 nChanged 5208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12538 members 
Mstep: Class 2 contains 139907 members 
Entering Unmasked Estep 
Score: -19512018.000000 Penalty: 3878.731689
	Iteration 10Q: 3 clusters Score -1.951202e+07 nChanged 4131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8413 members 
Mstep: Class 2 contains 144032 members 
Entering Unmasked Estep 
Score: -19513598.000000 Penalty: 3878.731689
	Iteration 11Q: 3 clusters Score -1.95136e+07 nChanged 3087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 147117 members 
Entering Unmasked Estep 
Score: -19514740.000000 Penalty: 3878.731689
	Iteration 12Q: 3 clusters Score -1.951474e+07 nChanged 2053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 149170 members 
Entering Unmasked Estep 
Score: -19515534.000000 Penalty: 3878.731689
	Iteration 13Q: 3 clusters Score -1.951553e+07 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 150446 members 
Entering Unmasked Estep 
Score: -19516314.000000 Penalty: 3878.731689
	Iteration 14Q: 3 clusters Score -1.951631e+07 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 151150 members 
Entering Unmasked Estep 
Score: -19516760.000000 Penalty: 3878.731689
	Iteration 15Q: 3 clusters Score -1.951676e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 151524 members 
Entering Unmasked Estep 
Score: -19516998.000000 Penalty: 3878.731689
	Iteration 16Q: 3 clusters Score -1.9517e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 151719 members 
Entering Unmasked Estep 
Score: -19517110.000000 Penalty: 3878.731689
	Iteration 17Q: 3 clusters Score -1.951711e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 151828 members 
Entering Unmasked Estep 
Score: -19517118.000000 Penalty: 3878.731689
	Iteration 18Q: 3 clusters Score -1.951712e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 151881 members 
Entering Unmasked Estep 
Score: -19517132.000000 Penalty: 3878.731689
	Iteration 19Q: 3 clusters Score -1.951713e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 151912 members 
Entering Unmasked Estep 
Score: -19517164.000000 Penalty: 3878.731689
	Iteration 20F: 3 clusters Score -1.951716e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 151930 members 
Entering Unmasked Estep 
Score: -19517180.000000 Penalty: 3878.731689
	Iteration 21Q: 3 clusters Score -1.951718e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 151949 members 
Entering Unmasked Estep 
Score: -19517184.000000 Penalty: 3878.731689
	Iteration 22Q: 3 clusters Score -1.951718e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 151962 members 
Entering Unmasked Estep 
Score: -19517218.000000 Penalty: 3878.731689
	Iteration 23Q: 3 clusters Score -1.951722e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 151977 members 
Entering Unmasked Estep 
Score: -19517224.000000 Penalty: 3878.731689
	Iteration 24Q: 3 clusters Score -1.951722e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 151993 members 
Entering Unmasked Estep 
Score: -19517218.000000 Penalty: 3878.731689
	Iteration 25Q: 3 clusters Score -1.951722e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 152004 members 
Entering Unmasked Estep 
Score: -19517226.000000 Penalty: 3878.731689
	Iteration 26Q: 3 clusters Score -1.951723e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 152016 members 
Entering Unmasked Estep 
Score: -19517236.000000 Penalty: 3878.731689
	Iteration 27Q: 3 clusters Score -1.951724e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 152021 members 
Entering Unmasked Estep 
Score: -19517228.000000 Penalty: 3878.731689
	Iteration 28Q: 3 clusters Score -1.951723e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 152022 members 
Entering Unmasked Estep 
Score: -19517220.000000 Penalty: 3878.731689
	Iteration 29Q: 3 clusters Score -1.951722e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 152022 members 
Entering Unmasked Estep 
Score: -19517228.000000 Penalty: 3878.731689
	Iteration 30Q: 3 clusters Score -1.951723e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 152023 members 
Entering Unmasked Estep 
Score: -19517232.000000 Penalty: 3878.731689
	Iteration 31Q: 3 clusters Score -1.951723e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 152023 members 
Entering Unmasked Estep 
Score: -19517232.000000 Penalty: 3878.731689
	Iteration 32F: 3 clusters Score -1.951723e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (8749 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8749 members 
Entering Unmasked Estep 
Score: -1064163.000000 Penalty: 1474.962891
	Iteration 0F: 2 clusters Score -1064163 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -1057810.875000 Penalty: 2949.925781
	Iteration 0F: 3 clusters Score -1057811 nChanged 3751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -1059969.500000 Penalty: 2949.925781
	Iteration 1F: 3 clusters Score -1059970 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -1060340.875000 Penalty: 2949.925781
	Iteration 2F: 3 clusters Score -1060341 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5072 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -1060676.750000 Penalty: 2949.925781
	Iteration 3F: 3 clusters Score -1060677 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -1060979.500000 Penalty: 2949.925781
	Iteration 4F: 3 clusters Score -1060980 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -1061304.125000 Penalty: 2949.925781
	Iteration 5F: 3 clusters Score -1061304 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6038 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -1061683.750000 Penalty: 2949.925781
	Iteration 6F: 3 clusters Score -1061684 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6418 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -1062095.000000 Penalty: 2949.925781
	Iteration 7F: 3 clusters Score -1062095 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6743 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -1062517.500000 Penalty: 2949.925781
	Iteration 8F: 3 clusters Score -1062518 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7018 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -1062928.750000 Penalty: 2949.925781
	Iteration 9Q: 3 clusters Score -1062929 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7199 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -1063287.625000 Penalty: 2949.925781
	Iteration 10Q: 3 clusters Score -1063288 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7325 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -1063553.250000 Penalty: 2949.925781
	Iteration 11Q: 3 clusters Score -1063553 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7415 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -1063680.750000 Penalty: 2949.925781
	Iteration 12Q: 3 clusters Score -1063681 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7495 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -1063766.250000 Penalty: 2949.925781
	Iteration 13Q: 3 clusters Score -1063766 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7551 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -1063818.125000 Penalty: 2949.925781
	Iteration 14Q: 3 clusters Score -1063818 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7592 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -1063853.000000 Penalty: 2949.925781
	Iteration 15Q: 3 clusters Score -1063853 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7615 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -1063866.625000 Penalty: 2949.925781
	Iteration 16Q: 3 clusters Score -1063867 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7629 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -1063874.500000 Penalty: 2949.925781
	Iteration 17Q: 3 clusters Score -1063874 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7636 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -1063876.375000 Penalty: 2949.925781
	Iteration 18Q: 3 clusters Score -1063876 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7640 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -1063880.875000 Penalty: 2949.925781
	Iteration 19Q: 3 clusters Score -1063881 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7643 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -1063883.750000 Penalty: 2949.925781
	Iteration 20F: 3 clusters Score -1063884 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7646 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -1063884.125000 Penalty: 2949.925781
	Iteration 21Q: 3 clusters Score -1063884 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7647 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -1063885.000000 Penalty: 2949.925781
	Iteration 22Q: 3 clusters Score -1063885 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7647 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -1063885.000000 Penalty: 2949.925781
	Iteration 23F: 3 clusters Score -1063885 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (2181 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Entering Unmasked Estep 
Score: -252513.953125 Penalty: 1249.224976
	Iteration 0F: 2 clusters Score -252514 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 1108 members 
Entering Unmasked Estep 
Score: -250327.484375 Penalty: 2498.449951
	Iteration 0F: 3 clusters Score -250327.5 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -251121.125000 Penalty: 2498.449951
	Iteration 1F: 3 clusters Score -251121.1 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -251547.687500 Penalty: 2498.449951
	Iteration 2F: 3 clusters Score -251547.7 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -251868.125000 Penalty: 2498.449951
	Iteration 3F: 3 clusters Score -251868.1 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -252126.937500 Penalty: 2498.449951
	Iteration 4F: 3 clusters Score -252126.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -252317.796875 Penalty: 2498.449951
	Iteration 5F: 3 clusters Score -252317.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -252416.796875 Penalty: 2498.449951
	Iteration 6Q: 3 clusters Score -252416.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -252454.515625 Penalty: 2498.449951
	Iteration 7Q: 3 clusters Score -252454.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -252476.781250 Penalty: 2498.449951
	Iteration 8Q: 3 clusters Score -252476.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -252490.421875 Penalty: 2498.449951
	Iteration 9Q: 3 clusters Score -252490.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -252499.156250 Penalty: 2498.449951
	Iteration 10Q: 3 clusters Score -252499.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -252502.968750 Penalty: 2498.449951
	Iteration 11Q: 3 clusters Score -252503 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -252503.546875 Penalty: 2498.449951
	Iteration 12Q: 3 clusters Score -252503.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -252504.546875 Penalty: 2498.449951
	Iteration 13Q: 3 clusters Score -252504.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -252506.218750 Penalty: 2498.449951
	Iteration 14Q: 3 clusters Score -252506.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -252507.125000 Penalty: 2498.449951
	Iteration 15Q: 3 clusters Score -252507.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -252507.125000 Penalty: 2498.449951
	Iteration 16F: 3 clusters Score -252507.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (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: -56968.269531 Penalty: 993.473389
	Iteration 0F: 2 clusters Score -56968.27 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 234 members 
Entering Unmasked Estep 
Score: -55929.964844 Penalty: 1986.946777
	Iteration 0F: 3 clusters Score -55929.96 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -56075.761719 Penalty: 1986.946777
	Iteration 1F: 3 clusters Score -56075.76 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -56123.355469 Penalty: 1986.946777
	Iteration 2F: 3 clusters Score -56123.36 nChanged 12
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: -56142.679688 Penalty: 1986.946777
	Iteration 3Q: 3 clusters Score -56142.68 nChanged 6
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: -56151.773438 Penalty: 1986.946777
	Iteration 4Q: 3 clusters Score -56151.77 nChanged 4
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: -56158.171875 Penalty: 1986.946777
	Iteration 5Q: 3 clusters Score -56158.17 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -56161.449219 Penalty: 1986.946777
	Iteration 6Q: 3 clusters Score -56161.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -56161.449219 Penalty: 1986.946777
	Iteration 7F: 3 clusters Score -56161.45 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (17971 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17971 members 
Entering Unmasked Estep 
Score: -2245156.500000 Penalty: 1591.933594
	Iteration 0F: 2 clusters Score -2245156 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8986 members 
Mstep: Class 2 contains 8985 members 
Entering Unmasked Estep 
Score: -2232866.250000 Penalty: 3183.867188
	Iteration 0F: 3 clusters Score -2232866 nChanged 8030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8890 members 
Mstep: Class 2 contains 9081 members 
Entering Unmasked Estep 
Score: -2237287.500000 Penalty: 3183.867188
	Iteration 1F: 3 clusters Score -2237288 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8674 members 
Mstep: Class 2 contains 9297 members 
Entering Unmasked Estep 
Score: -2237721.250000 Penalty: 3183.867188
	Iteration 2F: 3 clusters Score -2237721 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8295 members 
Mstep: Class 2 contains 9676 members 
Entering Unmasked Estep 
Score: -2238307.750000 Penalty: 3183.867188
	Iteration 3F: 3 clusters Score -2238308 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7742 members 
Mstep: Class 2 contains 10229 members 
Entering Unmasked Estep 
Score: -2239105.000000 Penalty: 3183.867188
	Iteration 4F: 3 clusters Score -2239105 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7089 members 
Mstep: Class 2 contains 10882 members 
Entering Unmasked Estep 
Score: -2240099.750000 Penalty: 3183.867188
	Iteration 5F: 3 clusters Score -2240100 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6515 members 
Mstep: Class 2 contains 11456 members 
Entering Unmasked Estep 
Score: -2240959.250000 Penalty: 3183.867188
	Iteration 6F: 3 clusters Score -2240959 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6135 members 
Mstep: Class 2 contains 11836 members 
Entering Unmasked Estep 
Score: -2241528.250000 Penalty: 3183.867188
	Iteration 7F: 3 clusters Score -2241528 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5885 members 
Mstep: Class 2 contains 12086 members 
Entering Unmasked Estep 
Score: -2241863.750000 Penalty: 3183.867188
	Iteration 8Q: 3 clusters Score -2241864 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 12257 members 
Entering Unmasked Estep 
Score: -2242057.000000 Penalty: 3183.867188
	Iteration 9Q: 3 clusters Score -2242057 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5516 members 
Mstep: Class 2 contains 12455 members 
Entering Unmasked Estep 
Score: -2242198.250000 Penalty: 3183.867188
	Iteration 10Q: 3 clusters Score -2242198 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 12638 members 
Entering Unmasked Estep 
Score: -2242304.250000 Penalty: 3183.867188
	Iteration 11Q: 3 clusters Score -2242304 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 12832 members 
Entering Unmasked Estep 
Score: -2242393.500000 Penalty: 3183.867188
	Iteration 12Q: 3 clusters Score -2242394 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 13031 members 
Entering Unmasked Estep 
Score: -2242457.500000 Penalty: 3183.867188
	Iteration 13Q: 3 clusters Score -2242458 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 13235 members 
Entering Unmasked Estep 
Score: -2242527.000000 Penalty: 3183.867188
	Iteration 14Q: 3 clusters Score -2242527 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 13432 members 
Entering Unmasked Estep 
Score: -2242578.500000 Penalty: 3183.867188
	Iteration 15Q: 3 clusters Score -2242578 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 13628 members 
Entering Unmasked Estep 
Score: -2242644.750000 Penalty: 3183.867188
	Iteration 16Q: 3 clusters Score -2242645 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 13843 members 
Entering Unmasked Estep 
Score: -2242708.000000 Penalty: 3183.867188
	Iteration 17Q: 3 clusters Score -2242708 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 14075 members 
Entering Unmasked Estep 
Score: -2242783.000000 Penalty: 3183.867188
	Iteration 18Q: 3 clusters Score -2242783 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 14307 members 
Entering Unmasked Estep 
Score: -2242847.250000 Penalty: 3183.867188
	Iteration 19Q: 3 clusters Score -2242847 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 14561 members 
Entering Unmasked Estep 
Score: -2242944.750000 Penalty: 3183.867188
	Iteration 20F: 3 clusters Score -2242945 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 14813 members 
Entering Unmasked Estep 
Score: -2243030.250000 Penalty: 3183.867188
	Iteration 21Q: 3 clusters Score -2243030 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 15040 members 
Entering Unmasked Estep 
Score: -2243097.250000 Penalty: 3183.867188
	Iteration 22Q: 3 clusters Score -2243097 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 15251 members 
Entering Unmasked Estep 
Score: -2243180.000000 Penalty: 3183.867188
	Iteration 23Q: 3 clusters Score -2243180 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 15462 members 
Entering Unmasked Estep 
Score: -2243254.000000 Penalty: 3183.867188
	Iteration 24Q: 3 clusters Score -2243254 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 15655 members 
Entering Unmasked Estep 
Score: -2243308.750000 Penalty: 3183.867188
	Iteration 25Q: 3 clusters Score -2243309 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 15825 members 
Entering Unmasked Estep 
Score: -2243372.250000 Penalty: 3183.867188
	Iteration 26Q: 3 clusters Score -2243372 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 15990 members 
Entering Unmasked Estep 
Score: -2243441.000000 Penalty: 3183.867188
	Iteration 27Q: 3 clusters Score -2243441 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 16114 members 
Entering Unmasked Estep 
Score: -2243491.750000 Penalty: 3183.867188
	Iteration 28Q: 3 clusters Score -2243492 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 16225 members 
Entering Unmasked Estep 
Score: -2243529.500000 Penalty: 3183.867188
	Iteration 29Q: 3 clusters Score -2243530 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 16328 members 
Entering Unmasked Estep 
Score: -2243581.250000 Penalty: 3183.867188
	Iteration 30Q: 3 clusters Score -2243581 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 16428 members 
Entering Unmasked Estep 
Score: -2243619.000000 Penalty: 3183.867188
	Iteration 31Q: 3 clusters Score -2243619 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 16538 members 
Entering Unmasked Estep 
Score: -2243679.250000 Penalty: 3183.867188
	Iteration 32Q: 3 clusters Score -2243679 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 16631 members 
Entering Unmasked Estep 
Score: -2243727.000000 Penalty: 3183.867188
	Iteration 33Q: 3 clusters Score -2243727 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 16720 members 
Entering Unmasked Estep 
Score: -2243764.250000 Penalty: 3183.867188
	Iteration 34Q: 3 clusters Score -2243764 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 16786 members 
Entering Unmasked Estep 
Score: -2243789.250000 Penalty: 3183.867188
	Iteration 35Q: 3 clusters Score -2243789 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 16841 members 
Entering Unmasked Estep 
Score: -2243811.250000 Penalty: 3183.867188
	Iteration 36Q: 3 clusters Score -2243811 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 16894 members 
Entering Unmasked Estep 
Score: -2243843.000000 Penalty: 3183.867188
	Iteration 37Q: 3 clusters Score -2243843 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 16937 members 
Entering Unmasked Estep 
Score: -2243869.000000 Penalty: 3183.867188
	Iteration 38Q: 3 clusters Score -2243869 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 16995 members 
Entering Unmasked Estep 
Score: -2243903.750000 Penalty: 3183.867188
	Iteration 39Q: 3 clusters Score -2243904 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 17050 members 
Entering Unmasked Estep 
Score: -2243935.250000 Penalty: 3183.867188
	Iteration 40F: 3 clusters Score -2243935 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 17096 members 
Entering Unmasked Estep 
Score: -2243969.000000 Penalty: 3183.867188
	Iteration 41Q: 3 clusters Score -2243969 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 17138 members 
Entering Unmasked Estep 
Score: -2244005.000000 Penalty: 3183.867188
	Iteration 42Q: 3 clusters Score -2244005 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 17165 members 
Entering Unmasked Estep 
Score: -2244039.750000 Penalty: 3183.867188
	Iteration 43Q: 3 clusters Score -2244040 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 17187 members 
Entering Unmasked Estep 
Score: -2244060.750000 Penalty: 3183.867188
	Iteration 44Q: 3 clusters Score -2244061 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 17214 members 
Entering Unmasked Estep 
Score: -2244105.500000 Penalty: 3183.867188
	Iteration 45Q: 3 clusters Score -2244106 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 17227 members 
Entering Unmasked Estep 
Score: -2244136.000000 Penalty: 3183.867188
	Iteration 46Q: 3 clusters Score -2244136 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 17240 members 
Entering Unmasked Estep 
Score: -2244163.000000 Penalty: 3183.867188
	Iteration 47Q: 3 clusters Score -2244163 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 17251 members 
Entering Unmasked Estep 
Score: -2244182.000000 Penalty: 3183.867188
	Iteration 48Q: 3 clusters Score -2244182 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 17256 members 
Entering Unmasked Estep 
Score: -2244197.500000 Penalty: 3183.867188
	Iteration 49Q: 3 clusters Score -2244198 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 17257 members 
Entering Unmasked Estep 
Score: -2244204.000000 Penalty: 3183.867188
	Iteration 50Q: 3 clusters Score -2244204 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 17252 members 
Entering Unmasked Estep 
Score: -2244205.500000 Penalty: 3183.867188
	Iteration 51Q: 3 clusters Score -2244206 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 17248 members 
Entering Unmasked Estep 
Score: -2244208.500000 Penalty: 3183.867188
	Iteration 52Q: 3 clusters Score -2244208 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 17247 members 
Entering Unmasked Estep 
Score: -2244214.250000 Penalty: 3183.867188
	Iteration 53Q: 3 clusters Score -2244214 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 17248 members 
Entering Unmasked Estep 
Score: -2244217.000000 Penalty: 3183.867188
	Iteration 54Q: 3 clusters Score -2244217 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 17251 members 
Entering Unmasked Estep 
Score: -2244220.750000 Penalty: 3183.867188
	Iteration 55Q: 3 clusters Score -2244221 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 17255 members 
Entering Unmasked Estep 
Score: -2244225.500000 Penalty: 3183.867188
	Iteration 56Q: 3 clusters Score -2244226 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 17257 members 
Entering Unmasked Estep 
Score: -2244230.500000 Penalty: 3183.867188
	Iteration 57Q: 3 clusters Score -2244230 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 17260 members 
Entering Unmasked Estep 
Score: -2244240.500000 Penalty: 3183.867188
	Iteration 58Q: 3 clusters Score -2244240 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 17264 members 
Entering Unmasked Estep 
Score: -2244249.000000 Penalty: 3183.867188
	Iteration 59Q: 3 clusters Score -2244249 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 17266 members 
Entering Unmasked Estep 
Score: -2244252.000000 Penalty: 3183.867188
	Iteration 60F: 3 clusters Score -2244252 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 17269 members 
Entering Unmasked Estep 
Score: -2244257.750000 Penalty: 3183.867188
	Iteration 61Q: 3 clusters Score -2244258 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 17271 members 
Entering Unmasked Estep 
Score: -2244259.250000 Penalty: 3183.867188
	Iteration 62Q: 3 clusters Score -2244259 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 17270 members 
Entering Unmasked Estep 
Score: -2244260.750000 Penalty: 3183.867188
	Iteration 63Q: 3 clusters Score -2244261 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 17270 members 
Entering Unmasked Estep 
Score: -2244260.000000 Penalty: 3183.867188
	Iteration 64Q: 3 clusters Score -2244260 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 17273 members 
Entering Unmasked Estep 
Score: -2244265.500000 Penalty: 3183.867188
	Iteration 65Q: 3 clusters Score -2244266 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 17274 members 
Entering Unmasked Estep 
Score: -2244265.750000 Penalty: 3183.867188
	Iteration 66Q: 3 clusters Score -2244266 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 17274 members 
Entering Unmasked Estep 
Score: -2244265.750000 Penalty: 3183.867188
	Iteration 67F: 3 clusters Score -2244266 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1414 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Entering Unmasked Estep 
Score: -146086.250000 Penalty: 1178.803955
	Iteration 0F: 2 clusters Score -146086.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -144477.281250 Penalty: 2357.607910
	Iteration 0F: 3 clusters Score -144477.3 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -144898.578125 Penalty: 2357.607910
	Iteration 1F: 3 clusters Score -144898.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -145100.890625 Penalty: 2357.607910
	Iteration 2F: 3 clusters Score -145100.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -145282.687500 Penalty: 2357.607910
	Iteration 3F: 3 clusters Score -145282.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -145462.750000 Penalty: 2357.607910
	Iteration 4F: 3 clusters Score -145462.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -145598.234375 Penalty: 2357.607910
	Iteration 5F: 3 clusters Score -145598.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -145668.140625 Penalty: 2357.607910
	Iteration 6Q: 3 clusters Score -145668.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -145740.265625 Penalty: 2357.607910
	Iteration 7Q: 3 clusters Score -145740.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -145784.890625 Penalty: 2357.607910
	Iteration 8Q: 3 clusters Score -145784.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -145830.500000 Penalty: 2357.607910
	Iteration 9Q: 3 clusters Score -145830.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -145860.671875 Penalty: 2357.607910
	Iteration 10Q: 3 clusters Score -145860.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -145888.296875 Penalty: 2357.607910
	Iteration 11Q: 3 clusters Score -145888.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -145926.343750 Penalty: 2357.607910
	Iteration 12Q: 3 clusters Score -145926.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -145940.578125 Penalty: 2357.607910
	Iteration 13Q: 3 clusters Score -145940.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -145948.687500 Penalty: 2357.607910
	Iteration 14Q: 3 clusters Score -145948.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -145951.578125 Penalty: 2357.607910
	Iteration 15Q: 3 clusters Score -145951.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -145951.578125 Penalty: 2357.607910
	Iteration 16F: 3 clusters Score -145951.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (1877 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Entering Unmasked Estep 
Score: -232383.359375 Penalty: 1224.832397
	Iteration 0F: 2 clusters Score -232383.4 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 909 members 
Entering Unmasked Estep 
Score: -230370.093750 Penalty: 2449.664795
	Iteration 0F: 3 clusters Score -230370.1 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -230844.046875 Penalty: 2449.664795
	Iteration 1F: 3 clusters Score -230844 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -231000.203125 Penalty: 2449.664795
	Iteration 2F: 3 clusters Score -231000.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -231092.421875 Penalty: 2449.664795
	Iteration 3F: 3 clusters Score -231092.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -231151.734375 Penalty: 2449.664795
	Iteration 4Q: 3 clusters Score -231151.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -231208.203125 Penalty: 2449.664795
	Iteration 5Q: 3 clusters Score -231208.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -231249.750000 Penalty: 2449.664795
	Iteration 6Q: 3 clusters Score -231249.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -231286.734375 Penalty: 2449.664795
	Iteration 7Q: 3 clusters Score -231286.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -231324.203125 Penalty: 2449.664795
	Iteration 8Q: 3 clusters Score -231324.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -231362.812500 Penalty: 2449.664795
	Iteration 9Q: 3 clusters Score -231362.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -231399.734375 Penalty: 2449.664795
	Iteration 10Q: 3 clusters Score -231399.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -231437.515625 Penalty: 2449.664795
	Iteration 11Q: 3 clusters Score -231437.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -231477.109375 Penalty: 2449.664795
	Iteration 12Q: 3 clusters Score -231477.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -231545.140625 Penalty: 2449.664795
	Iteration 13Q: 3 clusters Score -231545.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -231635.031250 Penalty: 2449.664795
	Iteration 14Q: 3 clusters Score -231635 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -231692.296875 Penalty: 2449.664795
	Iteration 15Q: 3 clusters Score -231692.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -231727.187500 Penalty: 2449.664795
	Iteration 16Q: 3 clusters Score -231727.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -231758.093750 Penalty: 2449.664795
	Iteration 17Q: 3 clusters Score -231758.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -231790.000000 Penalty: 2449.664795
	Iteration 18Q: 3 clusters Score -231790 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -231822.359375 Penalty: 2449.664795
	Iteration 19Q: 3 clusters Score -231822.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -231835.718750 Penalty: 2449.664795
	Iteration 20F: 3 clusters Score -231835.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -231838.781250 Penalty: 2449.664795
	Iteration 21Q: 3 clusters Score -231838.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -231839.359375 Penalty: 2449.664795
	Iteration 22Q: 3 clusters Score -231839.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -231839.359375 Penalty: 2449.664795
	Iteration 23F: 3 clusters Score -231839.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (8217 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8217 members 
Entering Unmasked Estep 
Score: -1037111.250000 Penalty: 1464.768677
	Iteration 0F: 2 clusters Score -1037111 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -1031069.312500 Penalty: 2929.537354
	Iteration 0F: 3 clusters Score -1031069 nChanged 3555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -1033063.062500 Penalty: 2929.537354
	Iteration 1F: 3 clusters Score -1033063 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -1033399.562500 Penalty: 2929.537354
	Iteration 2F: 3 clusters Score -1033400 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -1033651.000000 Penalty: 2929.537354
	Iteration 3F: 3 clusters Score -1033651 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -1033873.375000 Penalty: 2929.537354
	Iteration 4F: 3 clusters Score -1033873 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -1034057.937500 Penalty: 2929.537354
	Iteration 5Q: 3 clusters Score -1034058 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -1034215.375000 Penalty: 2929.537354
	Iteration 6Q: 3 clusters Score -1034215 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -1034376.250000 Penalty: 2929.537354
	Iteration 7Q: 3 clusters Score -1034376 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -1034533.187500 Penalty: 2929.537354
	Iteration 8Q: 3 clusters Score -1034533 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -1034686.125000 Penalty: 2929.537354
	Iteration 9Q: 3 clusters Score -1034686 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 5230 members 
Entering Unmasked Estep 
Score: -1034817.937500 Penalty: 2929.537354
	Iteration 10Q: 3 clusters Score -1034818 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 5450 members 
Entering Unmasked Estep 
Score: -1034952.312500 Penalty: 2929.537354
	Iteration 11Q: 3 clusters Score -1034952 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 5638 members 
Entering Unmasked Estep 
Score: -1035066.000000 Penalty: 2929.537354
	Iteration 12Q: 3 clusters Score -1035066 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 5820 members 
Entering Unmasked Estep 
Score: -1035181.625000 Penalty: 2929.537354
	Iteration 13Q: 3 clusters Score -1035182 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 5995 members 
Entering Unmasked Estep 
Score: -1035293.062500 Penalty: 2929.537354
	Iteration 14Q: 3 clusters Score -1035293 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 6179 members 
Entering Unmasked Estep 
Score: -1035411.687500 Penalty: 2929.537354
	Iteration 15Q: 3 clusters Score -1035412 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 6341 members 
Entering Unmasked Estep 
Score: -1035520.625000 Penalty: 2929.537354
	Iteration 16Q: 3 clusters Score -1035521 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 6494 members 
Entering Unmasked Estep 
Score: -1035609.125000 Penalty: 2929.537354
	Iteration 17Q: 3 clusters Score -1035609 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 6630 members 
Entering Unmasked Estep 
Score: -1035703.312500 Penalty: 2929.537354
	Iteration 18Q: 3 clusters Score -1035703 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 6739 members 
Entering Unmasked Estep 
Score: -1035792.312500 Penalty: 2929.537354
	Iteration 19Q: 3 clusters Score -1035792 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 6824 members 
Entering Unmasked Estep 
Score: -1035868.625000 Penalty: 2929.537354
	Iteration 20F: 3 clusters Score -1035869 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 6898 members 
Entering Unmasked Estep 
Score: -1035933.812500 Penalty: 2929.537354
	Iteration 21Q: 3 clusters Score -1035934 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 6952 members 
Entering Unmasked Estep 
Score: -1035989.062500 Penalty: 2929.537354
	Iteration 22Q: 3 clusters Score -1035989 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 6992 members 
Entering Unmasked Estep 
Score: -1036029.062500 Penalty: 2929.537354
	Iteration 23Q: 3 clusters Score -1036029 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 7021 members 
Entering Unmasked Estep 
Score: -1036062.687500 Penalty: 2929.537354
	Iteration 24Q: 3 clusters Score -1036063 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 7046 members 
Entering Unmasked Estep 
Score: -1036091.562500 Penalty: 2929.537354
	Iteration 25Q: 3 clusters Score -1036092 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 7053 members 
Entering Unmasked Estep 
Score: -1036115.000000 Penalty: 2929.537354
	Iteration 26Q: 3 clusters Score -1036115 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 7066 members 
Entering Unmasked Estep 
Score: -1036136.687500 Penalty: 2929.537354
	Iteration 27Q: 3 clusters Score -1036137 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 7081 members 
Entering Unmasked Estep 
Score: -1036150.187500 Penalty: 2929.537354
	Iteration 28Q: 3 clusters Score -1036150 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 7092 members 
Entering Unmasked Estep 
Score: -1036164.500000 Penalty: 2929.537354
	Iteration 29Q: 3 clusters Score -1036164 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 7098 members 
Entering Unmasked Estep 
Score: -1036176.000000 Penalty: 2929.537354
	Iteration 30Q: 3 clusters Score -1036176 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 7105 members 
Entering Unmasked Estep 
Score: -1036183.437500 Penalty: 2929.537354
	Iteration 31Q: 3 clusters Score -1036183 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 7109 members 
Entering Unmasked Estep 
Score: -1036190.687500 Penalty: 2929.537354
	Iteration 32Q: 3 clusters Score -1036191 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 7117 members 
Entering Unmasked Estep 
Score: -1036195.937500 Penalty: 2929.537354
	Iteration 33Q: 3 clusters Score -1036196 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 7120 members 
Entering Unmasked Estep 
Score: -1036203.312500 Penalty: 2929.537354
	Iteration 34Q: 3 clusters Score -1036203 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 7120 members 
Entering Unmasked Estep 
Score: -1036203.750000 Penalty: 2929.537354
	Iteration 35Q: 3 clusters Score -1036204 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 7119 members 
Entering Unmasked Estep 
Score: -1036206.375000 Penalty: 2929.537354
	Iteration 36Q: 3 clusters Score -1036206 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 7121 members 
Entering Unmasked Estep 
Score: -1036209.187500 Penalty: 2929.537354
	Iteration 37Q: 3 clusters Score -1036209 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 7120 members 
Entering Unmasked Estep 
Score: -1036208.562500 Penalty: 2929.537354
	Iteration 38Q: 3 clusters Score -1036209 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 7117 members 
Entering Unmasked Estep 
Score: -1036211.562500 Penalty: 2929.537354
	Iteration 39Q: 3 clusters Score -1036212 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 7116 members 
Entering Unmasked Estep 
Score: -1036211.250000 Penalty: 2929.537354
	Iteration 40F: 3 clusters Score -1036211 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 7114 members 
Entering Unmasked Estep 
Score: -1036213.312500 Penalty: 2929.537354
	Iteration 41Q: 3 clusters Score -1036213 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 7114 members 
Entering Unmasked Estep 
Score: -1036212.062500 Penalty: 2929.537354
	Iteration 42Q: 3 clusters Score -1036212 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 7114 members 
Entering Unmasked Estep 
Score: -1036212.062500 Penalty: 2929.537354
	Iteration 43F: 3 clusters Score -1036212 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (39002 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39002 members 
Entering Unmasked Estep 
Score: -4939513.000000 Penalty: 1717.847290
	Iteration 0F: 2 clusters Score -4939513 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19648 members 
Mstep: Class 2 contains 19354 members 
Entering Unmasked Estep 
Score: -4913351.000000 Penalty: 3435.694580
	Iteration 0F: 3 clusters Score -4913351 nChanged 18078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20116 members 
Mstep: Class 2 contains 18886 members 
Entering Unmasked Estep 
Score: -4923284.000000 Penalty: 3435.694580
	Iteration 1F: 3 clusters Score -4923284 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20595 members 
Mstep: Class 2 contains 18407 members 
Entering Unmasked Estep 
Score: -4923716.000000 Penalty: 3435.694580
	Iteration 2Q: 3 clusters Score -4923716 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21336 members 
Mstep: Class 2 contains 17666 members 
Entering Unmasked Estep 
Score: -4924163.500000 Penalty: 3435.694580
	Iteration 3Q: 3 clusters Score -4924164 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22391 members 
Mstep: Class 2 contains 16611 members 
Entering Unmasked Estep 
Score: -4924740.000000 Penalty: 3435.694580
	Iteration 4Q: 3 clusters Score -4924740 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23920 members 
Mstep: Class 2 contains 15082 members 
Entering Unmasked Estep 
Score: -4925613.000000 Penalty: 3435.694580
	Iteration 5Q: 3 clusters Score -4925613 nChanged 2272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26008 members 
Mstep: Class 2 contains 12994 members 
Entering Unmasked Estep 
Score: -4926939.500000 Penalty: 3435.694580
	Iteration 6F: 3 clusters Score -4926940 nChanged 2851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28771 members 
Mstep: Class 2 contains 10231 members 
Entering Unmasked Estep 
Score: -4929068.000000 Penalty: 3435.694580
	Iteration 7F: 3 clusters Score -4929068 nChanged 3189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31900 members 
Mstep: Class 2 contains 7102 members 
Entering Unmasked Estep 
Score: -4931828.500000 Penalty: 3435.694580
	Iteration 8F: 3 clusters Score -4931828 nChanged 2900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34766 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -4934553.500000 Penalty: 3435.694580
	Iteration 9F: 3 clusters Score -4934554 nChanged 1871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36617 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -4936309.500000 Penalty: 3435.694580
	Iteration 10Q: 3 clusters Score -4936310 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37576 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -4937194.000000 Penalty: 3435.694580
	Iteration 11Q: 3 clusters Score -4937194 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38074 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -4937675.000000 Penalty: 3435.694580
	Iteration 12Q: 3 clusters Score -4937675 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38291 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -4937927.000000 Penalty: 3435.694580
	Iteration 13Q: 3 clusters Score -4937927 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38391 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -4938026.000000 Penalty: 3435.694580
	Iteration 14Q: 3 clusters Score -4938026 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38461 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -4938087.500000 Penalty: 3435.694580
	Iteration 15Q: 3 clusters Score -4938088 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38505 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -4938113.000000 Penalty: 3435.694580
	Iteration 16Q: 3 clusters Score -4938113 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38536 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -4938142.000000 Penalty: 3435.694580
	Iteration 17Q: 3 clusters Score -4938142 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38553 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -4938163.000000 Penalty: 3435.694580
	Iteration 18Q: 3 clusters Score -4938163 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38564 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -4938170.500000 Penalty: 3435.694580
	Iteration 19Q: 3 clusters Score -4938170 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38573 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -4938184.500000 Penalty: 3435.694580
	Iteration 20F: 3 clusters Score -4938184 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38576 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -4938182.500000 Penalty: 3435.694580
	Iteration 21Q: 3 clusters Score -4938182 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38577 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -4938181.500000 Penalty: 3435.694580
	Iteration 22Q: 3 clusters Score -4938182 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38577 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -4938181.500000 Penalty: 3435.694580
	Iteration 23Q: 3 clusters Score -4938182 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38578 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -4938181.500000 Penalty: 3435.694580
	Iteration 24Q: 3 clusters Score -4938182 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38579 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -4938183.000000 Penalty: 3435.694580
	Iteration 25Q: 3 clusters Score -4938183 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38579 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -4938185.000000 Penalty: 3435.694580
	Iteration 26Q: 3 clusters Score -4938185 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38580 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -4938182.500000 Penalty: 3435.694580
	Iteration 27Q: 3 clusters Score -4938182 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38583 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -4938184.500000 Penalty: 3435.694580
	Iteration 28Q: 3 clusters Score -4938184 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38586 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -4938191.500000 Penalty: 3435.694580
	Iteration 29Q: 3 clusters Score -4938192 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38588 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -4938192.000000 Penalty: 3435.694580
	Iteration 30Q: 3 clusters Score -4938192 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38591 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -4938199.000000 Penalty: 3435.694580
	Iteration 31Q: 3 clusters Score -4938199 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38592 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -4938202.000000 Penalty: 3435.694580
	Iteration 32Q: 3 clusters Score -4938202 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38592 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -4938198.000000 Penalty: 3435.694580
	Iteration 33Q: 3 clusters Score -4938198 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38592 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -4938198.000000 Penalty: 3435.694580
	Iteration 34F: 3 clusters Score -4938198 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (56531 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56531 members 
Entering Unmasked Estep 
Score: -7147248.000000 Penalty: 1778.163452
	Iteration 0F: 2 clusters Score -7147248 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28192 members 
Mstep: Class 2 contains 28339 members 
Entering Unmasked Estep 
Score: -7109739.000000 Penalty: 3556.326904
	Iteration 0F: 3 clusters Score -7109739 nChanged 26471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27675 members 
Mstep: Class 2 contains 28856 members 
Entering Unmasked Estep 
Score: -7124380.000000 Penalty: 3556.326904
	Iteration 1F: 3 clusters Score -7124380 nChanged 1985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27240 members 
Mstep: Class 2 contains 29291 members 
Entering Unmasked Estep 
Score: -7124943.500000 Penalty: 3556.326904
	Iteration 2Q: 3 clusters Score -7124944 nChanged 2028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26652 members 
Mstep: Class 2 contains 29879 members 
Entering Unmasked Estep 
Score: -7125543.000000 Penalty: 3556.326904
	Iteration 3Q: 3 clusters Score -7125543 nChanged 2129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25743 members 
Mstep: Class 2 contains 30788 members 
Entering Unmasked Estep 
Score: -7126196.500000 Penalty: 3556.326904
	Iteration 4Q: 3 clusters Score -7126196 nChanged 2365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24424 members 
Mstep: Class 2 contains 32107 members 
Entering Unmasked Estep 
Score: -7127093.500000 Penalty: 3556.326904
	Iteration 5Q: 3 clusters Score -7127094 nChanged 2752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22516 members 
Mstep: Class 2 contains 34015 members 
Entering Unmasked Estep 
Score: -7128364.000000 Penalty: 3556.326904
	Iteration 6Q: 3 clusters Score -7128364 nChanged 3332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19878 members 
Mstep: Class 2 contains 36653 members 
Entering Unmasked Estep 
Score: -7130289.000000 Penalty: 3556.326904
	Iteration 7F: 3 clusters Score -7130289 nChanged 3839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16589 members 
Mstep: Class 2 contains 39942 members 
Entering Unmasked Estep 
Score: -7133082.500000 Penalty: 3556.326904
	Iteration 8F: 3 clusters Score -7133082 nChanged 3971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13056 members 
Mstep: Class 2 contains 43475 members 
Entering Unmasked Estep 
Score: -7136516.000000 Penalty: 3556.326904
	Iteration 9F: 3 clusters Score -7136516 nChanged 3349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10125 members 
Mstep: Class 2 contains 46406 members 
Entering Unmasked Estep 
Score: -7139799.000000 Penalty: 3556.326904
	Iteration 10F: 3 clusters Score -7139799 nChanged 2330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8227 members 
Mstep: Class 2 contains 48304 members 
Entering Unmasked Estep 
Score: -7142328.000000 Penalty: 3556.326904
	Iteration 11Q: 3 clusters Score -7142328 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7218 members 
Mstep: Class 2 contains 49313 members 
Entering Unmasked Estep 
Score: -7143537.000000 Penalty: 3556.326904
	Iteration 12Q: 3 clusters Score -7143537 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6594 members 
Mstep: Class 2 contains 49937 members 
Entering Unmasked Estep 
Score: -7144132.000000 Penalty: 3556.326904
	Iteration 13Q: 3 clusters Score -7144132 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6116 members 
Mstep: Class 2 contains 50415 members 
Entering Unmasked Estep 
Score: -7144490.500000 Penalty: 3556.326904
	Iteration 14Q: 3 clusters Score -7144490 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5715 members 
Mstep: Class 2 contains 50816 members 
Entering Unmasked Estep 
Score: -7144758.000000 Penalty: 3556.326904
	Iteration 15Q: 3 clusters Score -7144758 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5388 members 
Mstep: Class 2 contains 51143 members 
Entering Unmasked Estep 
Score: -7145004.000000 Penalty: 3556.326904
	Iteration 16Q: 3 clusters Score -7145004 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 51455 members 
Entering Unmasked Estep 
Score: -7145225.500000 Penalty: 3556.326904
	Iteration 17Q: 3 clusters Score -7145226 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 51733 members 
Entering Unmasked Estep 
Score: -7145434.500000 Penalty: 3556.326904
	Iteration 18Q: 3 clusters Score -7145434 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 51988 members 
Entering Unmasked Estep 
Score: -7145673.000000 Penalty: 3556.326904
	Iteration 19Q: 3 clusters Score -7145673 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 52185 members 
Entering Unmasked Estep 
Score: -7145913.500000 Penalty: 3556.326904
	Iteration 20F: 3 clusters Score -7145914 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 52330 members 
Entering Unmasked Estep 
Score: -7146069.500000 Penalty: 3556.326904
	Iteration 21Q: 3 clusters Score -7146070 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 52428 members 
Entering Unmasked Estep 
Score: -7146136.500000 Penalty: 3556.326904
	Iteration 22Q: 3 clusters Score -7146136 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 52514 members 
Entering Unmasked Estep 
Score: -7146218.500000 Penalty: 3556.326904
	Iteration 23Q: 3 clusters Score -7146218 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 52583 members 
Entering Unmasked Estep 
Score: -7146249.000000 Penalty: 3556.326904
	Iteration 24Q: 3 clusters Score -7146249 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 52641 members 
Entering Unmasked Estep 
Score: -7146290.500000 Penalty: 3556.326904
	Iteration 25Q: 3 clusters Score -7146290 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 52686 members 
Entering Unmasked Estep 
Score: -7146292.000000 Penalty: 3556.326904
	Iteration 26Q: 3 clusters Score -7146292 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 52725 members 
Entering Unmasked Estep 
Score: -7146308.500000 Penalty: 3556.326904
	Iteration 27Q: 3 clusters Score -7146308 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 52746 members 
Entering Unmasked Estep 
Score: -7146311.500000 Penalty: 3556.326904
	Iteration 28Q: 3 clusters Score -7146312 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 52770 members 
Entering Unmasked Estep 
Score: -7146311.000000 Penalty: 3556.326904
	Iteration 29Q: 3 clusters Score -7146311 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 52804 members 
Entering Unmasked Estep 
Score: -7146317.000000 Penalty: 3556.326904
	Iteration 30Q: 3 clusters Score -7146317 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 52831 members 
Entering Unmasked Estep 
Score: -7146332.500000 Penalty: 3556.326904
	Iteration 31Q: 3 clusters Score -7146332 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 52865 members 
Entering Unmasked Estep 
Score: -7146335.000000 Penalty: 3556.326904
	Iteration 32Q: 3 clusters Score -7146335 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 52892 members 
Entering Unmasked Estep 
Score: -7146334.000000 Penalty: 3556.326904
	Iteration 33Q: 3 clusters Score -7146334 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 52927 members 
Entering Unmasked Estep 
Score: -7146336.000000 Penalty: 3556.326904
	Iteration 34Q: 3 clusters Score -7146336 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 52959 members 
Entering Unmasked Estep 
Score: -7146343.500000 Penalty: 3556.326904
	Iteration 35Q: 3 clusters Score -7146344 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 52990 members 
Entering Unmasked Estep 
Score: -7146367.500000 Penalty: 3556.326904
	Iteration 36Q: 3 clusters Score -7146368 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 53023 members 
Entering Unmasked Estep 
Score: -7146363.500000 Penalty: 3556.326904
	Iteration 37Q: 3 clusters Score -7146364 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 53046 members 
Entering Unmasked Estep 
Score: -7146361.000000 Penalty: 3556.326904
	Iteration 38Q: 3 clusters Score -7146361 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 53066 members 
Entering Unmasked Estep 
Score: -7146355.000000 Penalty: 3556.326904
	Iteration 39Q: 3 clusters Score -7146355 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 53081 members 
Entering Unmasked Estep 
Score: -7146349.000000 Penalty: 3556.326904
	Iteration 40F: 3 clusters Score -7146349 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 53093 members 
Entering Unmasked Estep 
Score: -7146369.500000 Penalty: 3556.326904
	Iteration 41Q: 3 clusters Score -7146370 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 53098 members 
Entering Unmasked Estep 
Score: -7146369.000000 Penalty: 3556.326904
	Iteration 42Q: 3 clusters Score -7146369 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 53107 members 
Entering Unmasked Estep 
Score: -7146385.500000 Penalty: 3556.326904
	Iteration 43Q: 3 clusters Score -7146386 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 53112 members 
Entering Unmasked Estep 
Score: -7146368.000000 Penalty: 3556.326904
	Iteration 44Q: 3 clusters Score -7146368 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 53117 members 
Entering Unmasked Estep 
Score: -7146383.000000 Penalty: 3556.326904
	Iteration 45Q: 3 clusters Score -7146383 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 53120 members 
Entering Unmasked Estep 
Score: -7146385.500000 Penalty: 3556.326904
	Iteration 46Q: 3 clusters Score -7146386 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 53126 members 
Entering Unmasked Estep 
Score: -7146387.500000 Penalty: 3556.326904
	Iteration 47Q: 3 clusters Score -7146388 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 53130 members 
Entering Unmasked Estep 
Score: -7146382.500000 Penalty: 3556.326904
	Iteration 48Q: 3 clusters Score -7146382 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 53131 members 
Entering Unmasked Estep 
Score: -7146386.000000 Penalty: 3556.326904
	Iteration 49Q: 3 clusters Score -7146386 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 53133 members 
Entering Unmasked Estep 
Score: -7146388.000000 Penalty: 3556.326904
	Iteration 50Q: 3 clusters Score -7146388 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 53134 members 
Entering Unmasked Estep 
Score: -7146388.000000 Penalty: 3556.326904
	Iteration 51Q: 3 clusters Score -7146388 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 53137 members 
Entering Unmasked Estep 
Score: -7146385.500000 Penalty: 3556.326904
	Iteration 52Q: 3 clusters Score -7146386 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 53139 members 
Entering Unmasked Estep 
Score: -7146388.000000 Penalty: 3556.326904
	Iteration 53Q: 3 clusters Score -7146388 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 53148 members 
Entering Unmasked Estep 
Score: -7146391.500000 Penalty: 3556.326904
	Iteration 54Q: 3 clusters Score -7146392 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 53151 members 
Entering Unmasked Estep 
Score: -7146386.500000 Penalty: 3556.326904
	Iteration 55Q: 3 clusters Score -7146386 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 53152 members 
Entering Unmasked Estep 
Score: -7146384.000000 Penalty: 3556.326904
	Iteration 56Q: 3 clusters Score -7146384 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 53154 members 
Entering Unmasked Estep 
Score: -7146391.000000 Penalty: 3556.326904
	Iteration 57Q: 3 clusters Score -7146391 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 53154 members 
Entering Unmasked Estep 
Score: -7146394.000000 Penalty: 3556.326904
	Iteration 58Q: 3 clusters Score -7146394 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 53155 members 
Entering Unmasked Estep 
Score: -7146385.500000 Penalty: 3556.326904
	Iteration 59Q: 3 clusters Score -7146386 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 53158 members 
Entering Unmasked Estep 
Score: -7146385.000000 Penalty: 3556.326904
	Iteration 60F: 3 clusters Score -7146385 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (2376 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Entering Unmasked Estep 
Score: -288092.781250 Penalty: 1263.140747
	Iteration 0F: 2 clusters Score -288092.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -285758.656250 Penalty: 2526.281494
	Iteration 0F: 3 clusters Score -285758.7 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -286329.500000 Penalty: 2526.281494
	Iteration 1F: 3 clusters Score -286329.5 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -286548.656250 Penalty: 2526.281494
	Iteration 2F: 3 clusters Score -286548.7 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -286794.781250 Penalty: 2526.281494
	Iteration 3F: 3 clusters Score -286794.8 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -286996.468750 Penalty: 2526.281494
	Iteration 4F: 3 clusters Score -286996.5 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -287130.656250 Penalty: 2526.281494
	Iteration 5F: 3 clusters Score -287130.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -287221.468750 Penalty: 2526.281494
	Iteration 6Q: 3 clusters Score -287221.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -287269.875000 Penalty: 2526.281494
	Iteration 7Q: 3 clusters Score -287269.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -287304.218750 Penalty: 2526.281494
	Iteration 8Q: 3 clusters Score -287304.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -287323.156250 Penalty: 2526.281494
	Iteration 9Q: 3 clusters Score -287323.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -287338.406250 Penalty: 2526.281494
	Iteration 10Q: 3 clusters Score -287338.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -287349.312500 Penalty: 2526.281494
	Iteration 11Q: 3 clusters Score -287349.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -287353.937500 Penalty: 2526.281494
	Iteration 12Q: 3 clusters Score -287353.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -287357.000000 Penalty: 2526.281494
	Iteration 13Q: 3 clusters Score -287357 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -287357.375000 Penalty: 2526.281494
	Iteration 14Q: 3 clusters Score -287357.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -287358.281250 Penalty: 2526.281494
	Iteration 15Q: 3 clusters Score -287358.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -287358.281250 Penalty: 2526.281494
	Iteration 16F: 3 clusters Score -287358.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (11501 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11501 members 
Entering Unmasked Estep 
Score: -1342344.000000 Penalty: 1519.405762
	Iteration 0F: 2 clusters Score -1342344 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5776 members 
Mstep: Class 2 contains 5725 members 
Entering Unmasked Estep 
Score: -1334228.250000 Penalty: 3038.811523
	Iteration 0F: 3 clusters Score -1334228 nChanged 4976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5848 members 
Mstep: Class 2 contains 5653 members 
Entering Unmasked Estep 
Score: -1336875.750000 Penalty: 3038.811523
	Iteration 1F: 3 clusters Score -1336876 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5885 members 
Mstep: Class 2 contains 5616 members 
Entering Unmasked Estep 
Score: -1337245.750000 Penalty: 3038.811523
	Iteration 2F: 3 clusters Score -1337246 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5951 members 
Mstep: Class 2 contains 5550 members 
Entering Unmasked Estep 
Score: -1337555.625000 Penalty: 3038.811523
	Iteration 3F: 3 clusters Score -1337556 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6014 members 
Mstep: Class 2 contains 5487 members 
Entering Unmasked Estep 
Score: -1337787.375000 Penalty: 3038.811523
	Iteration 4Q: 3 clusters Score -1337787 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6072 members 
Mstep: Class 2 contains 5429 members 
Entering Unmasked Estep 
Score: -1338015.375000 Penalty: 3038.811523
	Iteration 5Q: 3 clusters Score -1338015 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6142 members 
Mstep: Class 2 contains 5359 members 
Entering Unmasked Estep 
Score: -1338267.625000 Penalty: 3038.811523
	Iteration 6Q: 3 clusters Score -1338268 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6194 members 
Mstep: Class 2 contains 5307 members 
Entering Unmasked Estep 
Score: -1338514.375000 Penalty: 3038.811523
	Iteration 7Q: 3 clusters Score -1338514 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6232 members 
Mstep: Class 2 contains 5269 members 
Entering Unmasked Estep 
Score: -1338730.750000 Penalty: 3038.811523
	Iteration 8Q: 3 clusters Score -1338731 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6278 members 
Mstep: Class 2 contains 5223 members 
Entering Unmasked Estep 
Score: -1338920.000000 Penalty: 3038.811523
	Iteration 9Q: 3 clusters Score -1338920 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6349 members 
Mstep: Class 2 contains 5152 members 
Entering Unmasked Estep 
Score: -1339064.000000 Penalty: 3038.811523
	Iteration 10Q: 3 clusters Score -1339064 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6404 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -1339179.875000 Penalty: 3038.811523
	Iteration 11Q: 3 clusters Score -1339180 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6435 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -1339281.375000 Penalty: 3038.811523
	Iteration 12Q: 3 clusters Score -1339281 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6477 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -1339386.625000 Penalty: 3038.811523
	Iteration 13Q: 3 clusters Score -1339387 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6503 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -1339473.500000 Penalty: 3038.811523
	Iteration 14Q: 3 clusters Score -1339474 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6496 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -1339551.375000 Penalty: 3038.811523
	Iteration 15Q: 3 clusters Score -1339551 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6467 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
Score: -1339619.000000 Penalty: 3038.811523
	Iteration 16Q: 3 clusters Score -1339619 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6446 members 
Mstep: Class 2 contains 5055 members 
Entering Unmasked Estep 
Score: -1339673.750000 Penalty: 3038.811523
	Iteration 17Q: 3 clusters Score -1339674 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6417 members 
Mstep: Class 2 contains 5084 members 
Entering Unmasked Estep 
Score: -1339739.250000 Penalty: 3038.811523
	Iteration 18Q: 3 clusters Score -1339739 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6383 members 
Mstep: Class 2 contains 5118 members 
Entering Unmasked Estep 
Score: -1339800.000000 Penalty: 3038.811523
	Iteration 19Q: 3 clusters Score -1339800 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6380 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -1339853.375000 Penalty: 3038.811523
	Iteration 20F: 3 clusters Score -1339853 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6358 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -1339887.000000 Penalty: 3038.811523
	Iteration 21Q: 3 clusters Score -1339887 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6331 members 
Mstep: Class 2 contains 5170 members 
Entering Unmasked Estep 
Score: -1339930.000000 Penalty: 3038.811523
	Iteration 22Q: 3 clusters Score -1339930 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6290 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -1339956.250000 Penalty: 3038.811523
	Iteration 23Q: 3 clusters Score -1339956 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6254 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -1339981.250000 Penalty: 3038.811523
	Iteration 24Q: 3 clusters Score -1339981 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6220 members 
Mstep: Class 2 contains 5281 members 
Entering Unmasked Estep 
Score: -1340001.875000 Penalty: 3038.811523
	Iteration 25Q: 3 clusters Score -1340002 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6178 members 
Mstep: Class 2 contains 5323 members 
Entering Unmasked Estep 
Score: -1340019.875000 Penalty: 3038.811523
	Iteration 26Q: 3 clusters Score -1340020 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6144 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -1340034.625000 Penalty: 3038.811523
	Iteration 27Q: 3 clusters Score -1340035 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6126 members 
Mstep: Class 2 contains 5375 members 
Entering Unmasked Estep 
Score: -1340048.375000 Penalty: 3038.811523
	Iteration 28Q: 3 clusters Score -1340048 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6106 members 
Mstep: Class 2 contains 5395 members 
Entering Unmasked Estep 
Score: -1340057.125000 Penalty: 3038.811523
	Iteration 29Q: 3 clusters Score -1340057 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6099 members 
Mstep: Class 2 contains 5402 members 
Entering Unmasked Estep 
Score: -1340071.000000 Penalty: 3038.811523
	Iteration 30Q: 3 clusters Score -1340071 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6091 members 
Mstep: Class 2 contains 5410 members 
Entering Unmasked Estep 
Score: -1340083.000000 Penalty: 3038.811523
	Iteration 31Q: 3 clusters Score -1340083 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6085 members 
Mstep: Class 2 contains 5416 members 
Entering Unmasked Estep 
Score: -1340089.000000 Penalty: 3038.811523
	Iteration 32Q: 3 clusters Score -1340089 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6074 members 
Mstep: Class 2 contains 5427 members 
Entering Unmasked Estep 
Score: -1340095.250000 Penalty: 3038.811523
	Iteration 33Q: 3 clusters Score -1340095 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6077 members 
Mstep: Class 2 contains 5424 members 
Entering Unmasked Estep 
Score: -1340101.250000 Penalty: 3038.811523
	Iteration 34Q: 3 clusters Score -1340101 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6075 members 
Mstep: Class 2 contains 5426 members 
Entering Unmasked Estep 
Score: -1340116.125000 Penalty: 3038.811523
	Iteration 35Q: 3 clusters Score -1340116 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6084 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -1340122.250000 Penalty: 3038.811523
	Iteration 36Q: 3 clusters Score -1340122 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6103 members 
Mstep: Class 2 contains 5398 members 
Entering Unmasked Estep 
Score: -1340140.500000 Penalty: 3038.811523
	Iteration 37Q: 3 clusters Score -1340140 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6104 members 
Mstep: Class 2 contains 5397 members 
Entering Unmasked Estep 
Score: -1340148.250000 Penalty: 3038.811523
	Iteration 38Q: 3 clusters Score -1340148 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6104 members 
Mstep: Class 2 contains 5397 members 
Entering Unmasked Estep 
Score: -1340162.125000 Penalty: 3038.811523
	Iteration 39Q: 3 clusters Score -1340162 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6107 members 
Mstep: Class 2 contains 5394 members 
Entering Unmasked Estep 
Score: -1340166.375000 Penalty: 3038.811523
	Iteration 40F: 3 clusters Score -1340166 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6119 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
Score: -1340176.625000 Penalty: 3038.811523
	Iteration 41Q: 3 clusters Score -1340177 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6126 members 
Mstep: Class 2 contains 5375 members 
Entering Unmasked Estep 
Score: -1340183.250000 Penalty: 3038.811523
	Iteration 42Q: 3 clusters Score -1340183 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6127 members 
Mstep: Class 2 contains 5374 members 
Entering Unmasked Estep 
Score: -1340194.500000 Penalty: 3038.811523
	Iteration 43Q: 3 clusters Score -1340194 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6122 members 
Mstep: Class 2 contains 5379 members 
Entering Unmasked Estep 
Score: -1340199.875000 Penalty: 3038.811523
	Iteration 44Q: 3 clusters Score -1340200 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6118 members 
Mstep: Class 2 contains 5383 members 
Entering Unmasked Estep 
Score: -1340205.750000 Penalty: 3038.811523
	Iteration 45Q: 3 clusters Score -1340206 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6128 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -1340209.250000 Penalty: 3038.811523
	Iteration 46Q: 3 clusters Score -1340209 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6144 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -1340220.875000 Penalty: 3038.811523
	Iteration 47Q: 3 clusters Score -1340221 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6155 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -1340232.250000 Penalty: 3038.811523
	Iteration 48Q: 3 clusters Score -1340232 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6157 members 
Mstep: Class 2 contains 5344 members 
Entering Unmasked Estep 
Score: -1340238.750000 Penalty: 3038.811523
	Iteration 49Q: 3 clusters Score -1340239 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6156 members 
Mstep: Class 2 contains 5345 members 
Entering Unmasked Estep 
Score: -1340249.625000 Penalty: 3038.811523
	Iteration 50Q: 3 clusters Score -1340250 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6161 members 
Mstep: Class 2 contains 5340 members 
Entering Unmasked Estep 
Score: -1340254.750000 Penalty: 3038.811523
	Iteration 51Q: 3 clusters Score -1340255 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6173 members 
Mstep: Class 2 contains 5328 members 
Entering Unmasked Estep 
Score: -1340268.250000 Penalty: 3038.811523
	Iteration 52Q: 3 clusters Score -1340268 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6179 members 
Mstep: Class 2 contains 5322 members 
Entering Unmasked Estep 
Score: -1340275.625000 Penalty: 3038.811523
	Iteration 53Q: 3 clusters Score -1340276 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6167 members 
Mstep: Class 2 contains 5334 members 
Entering Unmasked Estep 
Score: -1340286.375000 Penalty: 3038.811523
	Iteration 54Q: 3 clusters Score -1340286 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6159 members 
Mstep: Class 2 contains 5342 members 
Entering Unmasked Estep 
Score: -1340290.750000 Penalty: 3038.811523
	Iteration 55Q: 3 clusters Score -1340291 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6153 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -1340295.625000 Penalty: 3038.811523
	Iteration 56Q: 3 clusters Score -1340296 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6147 members 
Mstep: Class 2 contains 5354 members 
Entering Unmasked Estep 
Score: -1340298.625000 Penalty: 3038.811523
	Iteration 57Q: 3 clusters Score -1340299 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6146 members 
Mstep: Class 2 contains 5355 members 
Entering Unmasked Estep 
Score: -1340305.000000 Penalty: 3038.811523
	Iteration 58Q: 3 clusters Score -1340305 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6144 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -1340311.875000 Penalty: 3038.811523
	Iteration 59Q: 3 clusters Score -1340312 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6143 members 
Mstep: Class 2 contains 5358 members 
Entering Unmasked Estep 
Score: -1340312.000000 Penalty: 3038.811523
	Iteration 60F: 3 clusters Score -1340312 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6152 members 
Mstep: Class 2 contains 5349 members 
Entering Unmasked Estep 
Score: -1340318.875000 Penalty: 3038.811523
	Iteration 61Q: 3 clusters Score -1340319 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6167 members 
Mstep: Class 2 contains 5334 members 
Entering Unmasked Estep 
Score: -1340324.500000 Penalty: 3038.811523
	Iteration 62Q: 3 clusters Score -1340324 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6168 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
Score: -1340327.750000 Penalty: 3038.811523
	Iteration 63Q: 3 clusters Score -1340328 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6172 members 
Mstep: Class 2 contains 5329 members 
Entering Unmasked Estep 
Score: -1340331.875000 Penalty: 3038.811523
	Iteration 64Q: 3 clusters Score -1340332 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6172 members 
Mstep: Class 2 contains 5329 members 
Entering Unmasked Estep 
Score: -1340341.000000 Penalty: 3038.811523
	Iteration 65Q: 3 clusters Score -1340341 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6165 members 
Mstep: Class 2 contains 5336 members 
Entering Unmasked Estep 
Score: -1340344.375000 Penalty: 3038.811523
	Iteration 66Q: 3 clusters Score -1340344 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6163 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
Score: -1340342.625000 Penalty: 3038.811523
	Iteration 67Q: 3 clusters Score -1340343 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6155 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -1340348.250000 Penalty: 3038.811523
	Iteration 68Q: 3 clusters Score -1340348 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6143 members 
Mstep: Class 2 contains 5358 members 
Entering Unmasked Estep 
Score: -1340354.000000 Penalty: 3038.811523
	Iteration 69Q: 3 clusters Score -1340354 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6129 members 
Mstep: Class 2 contains 5372 members 
Entering Unmasked Estep 
Score: -1340356.500000 Penalty: 3038.811523
	Iteration 70Q: 3 clusters Score -1340356 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6118 members 
Mstep: Class 2 contains 5383 members 
Entering Unmasked Estep 
Score: -1340359.625000 Penalty: 3038.811523
	Iteration 71Q: 3 clusters Score -1340360 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6102 members 
Mstep: Class 2 contains 5399 members 
Entering Unmasked Estep 
Score: -1340366.625000 Penalty: 3038.811523
	Iteration 72Q: 3 clusters Score -1340367 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6093 members 
Mstep: Class 2 contains 5408 members 
Entering Unmasked Estep 
Score: -1340374.625000 Penalty: 3038.811523
	Iteration 73Q: 3 clusters Score -1340375 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6084 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -1340376.625000 Penalty: 3038.811523
	Iteration 74Q: 3 clusters Score -1340377 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6073 members 
Mstep: Class 2 contains 5428 members 
Entering Unmasked Estep 
Score: -1340383.875000 Penalty: 3038.811523
	Iteration 75Q: 3 clusters Score -1340384 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6060 members 
Mstep: Class 2 contains 5441 members 
Entering Unmasked Estep 
Score: -1340383.750000 Penalty: 3038.811523
	Iteration 76Q: 3 clusters Score -1340384 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6049 members 
Mstep: Class 2 contains 5452 members 
Entering Unmasked Estep 
Score: -1340387.875000 Penalty: 3038.811523
	Iteration 77Q: 3 clusters Score -1340388 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6046 members 
Mstep: Class 2 contains 5455 members 
Entering Unmasked Estep 
Score: -1340389.750000 Penalty: 3038.811523
	Iteration 78Q: 3 clusters Score -1340390 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6042 members 
Mstep: Class 2 contains 5459 members 
Entering Unmasked Estep 
Score: -1340389.125000 Penalty: 3038.811523
	Iteration 79Q: 3 clusters Score -1340389 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6038 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -1340395.375000 Penalty: 3038.811523
	Iteration 80F: 3 clusters Score -1340395 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 5479 members 
Entering Unmasked Estep 
Score: -1340401.625000 Penalty: 3038.811523
	Iteration 81Q: 3 clusters Score -1340402 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6000 members 
Mstep: Class 2 contains 5501 members 
Entering Unmasked Estep 
Score: -1340411.500000 Penalty: 3038.811523
	Iteration 82Q: 3 clusters Score -1340412 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5982 members 
Mstep: Class 2 contains 5519 members 
Entering Unmasked Estep 
Score: -1340421.500000 Penalty: 3038.811523
	Iteration 83Q: 3 clusters Score -1340422 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5963 members 
Mstep: Class 2 contains 5538 members 
Entering Unmasked Estep 
Score: -1340423.125000 Penalty: 3038.811523
	Iteration 84Q: 3 clusters Score -1340423 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 5560 members 
Entering Unmasked Estep 
Score: -1340431.000000 Penalty: 3038.811523
	Iteration 85Q: 3 clusters Score -1340431 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5920 members 
Mstep: Class 2 contains 5581 members 
Entering Unmasked Estep 
Score: -1340434.625000 Penalty: 3038.811523
	Iteration 86Q: 3 clusters Score -1340435 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5899 members 
Mstep: Class 2 contains 5602 members 
Entering Unmasked Estep 
Score: -1340440.625000 Penalty: 3038.811523
	Iteration 87Q: 3 clusters Score -1340441 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5880 members 
Mstep: Class 2 contains 5621 members 
Entering Unmasked Estep 
Score: -1340444.625000 Penalty: 3038.811523
	Iteration 88Q: 3 clusters Score -1340445 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5861 members 
Mstep: Class 2 contains 5640 members 
Entering Unmasked Estep 
Score: -1340451.375000 Penalty: 3038.811523
	Iteration 89Q: 3 clusters Score -1340451 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5844 members 
Mstep: Class 2 contains 5657 members 
Entering Unmasked Estep 
Score: -1340456.250000 Penalty: 3038.811523
	Iteration 90Q: 3 clusters Score -1340456 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5828 members 
Mstep: Class 2 contains 5673 members 
Entering Unmasked Estep 
Score: -1340455.500000 Penalty: 3038.811523
	Iteration 91Q: 3 clusters Score -1340456 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5812 members 
Mstep: Class 2 contains 5689 members 
Entering Unmasked Estep 
Score: -1340456.875000 Penalty: 3038.811523
	Iteration 92Q: 3 clusters Score -1340457 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5806 members 
Mstep: Class 2 contains 5695 members 
Entering Unmasked Estep 
Score: -1340464.875000 Penalty: 3038.811523
	Iteration 93Q: 3 clusters Score -1340465 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5804 members 
Mstep: Class 2 contains 5697 members 
Entering Unmasked Estep 
Score: -1340466.000000 Penalty: 3038.811523
	Iteration 94Q: 3 clusters Score -1340466 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5804 members 
Mstep: Class 2 contains 5697 members 
Entering Unmasked Estep 
Score: -1340467.500000 Penalty: 3038.811523
	Iteration 95Q: 3 clusters Score -1340468 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5803 members 
Mstep: Class 2 contains 5698 members 
Entering Unmasked Estep 
Score: -1340469.875000 Penalty: 3038.811523
	Iteration 96Q: 3 clusters Score -1340470 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5804 members 
Mstep: Class 2 contains 5697 members 
Entering Unmasked Estep 
Score: -1340470.500000 Penalty: 3038.811523
	Iteration 97Q: 3 clusters Score -1340470 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5805 members 
Mstep: Class 2 contains 5696 members 
Entering Unmasked Estep 
Score: -1340468.625000 Penalty: 3038.811523
	Iteration 98Q: 3 clusters Score -1340469 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5806 members 
Mstep: Class 2 contains 5695 members 
Entering Unmasked Estep 
Score: -1340472.375000 Penalty: 3038.811523
	Iteration 99Q: 3 clusters Score -1340472 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5796 members 
Mstep: Class 2 contains 5705 members 
Entering Unmasked Estep 
Score: -1340477.250000 Penalty: 3038.811523
	Iteration 100F: 3 clusters Score -1340477 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5782 members 
Mstep: Class 2 contains 5719 members 
Entering Unmasked Estep 
Score: -1340480.625000 Penalty: 3038.811523
	Iteration 101Q: 3 clusters Score -1340481 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5772 members 
Mstep: Class 2 contains 5729 members 
Entering Unmasked Estep 
Score: -1340475.625000 Penalty: 3038.811523
	Iteration 102Q: 3 clusters Score -1340476 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5766 members 
Mstep: Class 2 contains 5735 members 
Entering Unmasked Estep 
Score: -1340478.875000 Penalty: 3038.811523
	Iteration 103Q: 3 clusters Score -1340479 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5762 members 
Mstep: Class 2 contains 5739 members 
Entering Unmasked Estep 
Score: -1340479.750000 Penalty: 3038.811523
	Iteration 104Q: 3 clusters Score -1340480 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5762 members 
Mstep: Class 2 contains 5739 members 
Entering Unmasked Estep 
Score: -1340479.250000 Penalty: 3038.811523
	Iteration 105Q: 3 clusters Score -1340479 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5761 members 
Mstep: Class 2 contains 5740 members 
Entering Unmasked Estep 
Score: -1340479.375000 Penalty: 3038.811523
	Iteration 106Q: 3 clusters Score -1340479 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5755 members 
Mstep: Class 2 contains 5746 members 
Entering Unmasked Estep 
Score: -1340482.250000 Penalty: 3038.811523
	Iteration 107Q: 3 clusters Score -1340482 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5752 members 
Mstep: Class 2 contains 5749 members 
Entering Unmasked Estep 
Score: -1340483.125000 Penalty: 3038.811523
	Iteration 108Q: 3 clusters Score -1340483 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5751 members 
Mstep: Class 2 contains 5750 members 
Entering Unmasked Estep 
Score: -1340481.375000 Penalty: 3038.811523
	Iteration 109Q: 3 clusters Score -1340481 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5751 members 
Mstep: Class 2 contains 5750 members 
Entering Unmasked Estep 
Score: -1340481.375000 Penalty: 3038.811523
	Iteration 110F: 3 clusters Score -1340481 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (38757 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38757 members 
Entering Unmasked Estep 
Score: -4566749.000000 Penalty: 1716.823242
	Iteration 0F: 2 clusters Score -4566749 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19281 members 
Mstep: Class 2 contains 19476 members 
Entering Unmasked Estep 
Score: -4540822.500000 Penalty: 3433.646484
	Iteration 0F: 3 clusters Score -4540822 nChanged 18041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18536 members 
Mstep: Class 2 contains 20221 members 
Entering Unmasked Estep 
Score: -4550850.000000 Penalty: 3433.646484
	Iteration 1F: 3 clusters Score -4550850 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17977 members 
Mstep: Class 2 contains 20780 members 
Entering Unmasked Estep 
Score: -4551584.500000 Penalty: 3433.646484
	Iteration 2Q: 3 clusters Score -4551584 nChanged 1949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17200 members 
Mstep: Class 2 contains 21557 members 
Entering Unmasked Estep 
Score: -4552497.000000 Penalty: 3433.646484
	Iteration 3F: 3 clusters Score -4552497 nChanged 2065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16155 members 
Mstep: Class 2 contains 22602 members 
Entering Unmasked Estep 
Score: -4553572.500000 Penalty: 3433.646484
	Iteration 4F: 3 clusters Score -4553572 nChanged 2197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14832 members 
Mstep: Class 2 contains 23925 members 
Entering Unmasked Estep 
Score: -4554807.500000 Penalty: 3433.646484
	Iteration 5F: 3 clusters Score -4554808 nChanged 2214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13218 members 
Mstep: Class 2 contains 25539 members 
Entering Unmasked Estep 
Score: -4556107.000000 Penalty: 3433.646484
	Iteration 6F: 3 clusters Score -4556107 nChanged 2314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11370 members 
Mstep: Class 2 contains 27387 members 
Entering Unmasked Estep 
Score: -4557622.000000 Penalty: 3433.646484
	Iteration 7F: 3 clusters Score -4557622 nChanged 2202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9486 members 
Mstep: Class 2 contains 29271 members 
Entering Unmasked Estep 
Score: -4559206.000000 Penalty: 3433.646484
	Iteration 8F: 3 clusters Score -4559206 nChanged 1992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7726 members 
Mstep: Class 2 contains 31031 members 
Entering Unmasked Estep 
Score: -4560723.500000 Penalty: 3433.646484
	Iteration 9F: 3 clusters Score -4560724 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6243 members 
Mstep: Class 2 contains 32514 members 
Entering Unmasked Estep 
Score: -4562032.000000 Penalty: 3433.646484
	Iteration 10Q: 3 clusters Score -4562032 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5093 members 
Mstep: Class 2 contains 33664 members 
Entering Unmasked Estep 
Score: -4563018.500000 Penalty: 3433.646484
	Iteration 11Q: 3 clusters Score -4563018 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 34533 members 
Entering Unmasked Estep 
Score: -4563745.000000 Penalty: 3433.646484
	Iteration 12Q: 3 clusters Score -4563745 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 35154 members 
Entering Unmasked Estep 
Score: -4564159.500000 Penalty: 3433.646484
	Iteration 13Q: 3 clusters Score -4564160 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 35635 members 
Entering Unmasked Estep 
Score: -4564437.000000 Penalty: 3433.646484
	Iteration 14Q: 3 clusters Score -4564437 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 36043 members 
Entering Unmasked Estep 
Score: -4564684.000000 Penalty: 3433.646484
	Iteration 15Q: 3 clusters Score -4564684 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 36382 members 
Entering Unmasked Estep 
Score: -4564859.000000 Penalty: 3433.646484
	Iteration 16Q: 3 clusters Score -4564859 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 36650 members 
Entering Unmasked Estep 
Score: -4564998.000000 Penalty: 3433.646484
	Iteration 17Q: 3 clusters Score -4564998 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 36847 members 
Entering Unmasked Estep 
Score: -4565085.500000 Penalty: 3433.646484
	Iteration 18Q: 3 clusters Score -4565086 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 37009 members 
Entering Unmasked Estep 
Score: -4565155.000000 Penalty: 3433.646484
	Iteration 19Q: 3 clusters Score -4565155 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 37151 members 
Entering Unmasked Estep 
Score: -4565228.000000 Penalty: 3433.646484
	Iteration 20F: 3 clusters Score -4565228 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 37275 members 
Entering Unmasked Estep 
Score: -4565283.000000 Penalty: 3433.646484
	Iteration 21Q: 3 clusters Score -4565283 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 37369 members 
Entering Unmasked Estep 
Score: -4565314.000000 Penalty: 3433.646484
	Iteration 22Q: 3 clusters Score -4565314 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 37436 members 
Entering Unmasked Estep 
Score: -4565354.000000 Penalty: 3433.646484
	Iteration 23Q: 3 clusters Score -4565354 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 37490 members 
Entering Unmasked Estep 
Score: -4565370.000000 Penalty: 3433.646484
	Iteration 24Q: 3 clusters Score -4565370 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 37538 members 
Entering Unmasked Estep 
Score: -4565395.500000 Penalty: 3433.646484
	Iteration 25Q: 3 clusters Score -4565396 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 37575 members 
Entering Unmasked Estep 
Score: -4565407.500000 Penalty: 3433.646484
	Iteration 26Q: 3 clusters Score -4565408 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 37597 members 
Entering Unmasked Estep 
Score: -4565411.500000 Penalty: 3433.646484
	Iteration 27Q: 3 clusters Score -4565412 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 37617 members 
Entering Unmasked Estep 
Score: -4565423.500000 Penalty: 3433.646484
	Iteration 28Q: 3 clusters Score -4565424 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 37640 members 
Entering Unmasked Estep 
Score: -4565433.500000 Penalty: 3433.646484
	Iteration 29Q: 3 clusters Score -4565434 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 37669 members 
Entering Unmasked Estep 
Score: -4565448.000000 Penalty: 3433.646484
	Iteration 30Q: 3 clusters Score -4565448 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 37689 members 
Entering Unmasked Estep 
Score: -4565461.500000 Penalty: 3433.646484
	Iteration 31Q: 3 clusters Score -4565462 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 37706 members 
Entering Unmasked Estep 
Score: -4565469.500000 Penalty: 3433.646484
	Iteration 32Q: 3 clusters Score -4565470 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 37723 members 
Entering Unmasked Estep 
Score: -4565480.000000 Penalty: 3433.646484
	Iteration 33Q: 3 clusters Score -4565480 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 37740 members 
Entering Unmasked Estep 
Score: -4565490.500000 Penalty: 3433.646484
	Iteration 34Q: 3 clusters Score -4565490 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 37757 members 
Entering Unmasked Estep 
Score: -4565495.000000 Penalty: 3433.646484
	Iteration 35Q: 3 clusters Score -4565495 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 37774 members 
Entering Unmasked Estep 
Score: -4565494.000000 Penalty: 3433.646484
	Iteration 36Q: 3 clusters Score -4565494 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 37778 members 
Entering Unmasked Estep 
Score: -4565502.000000 Penalty: 3433.646484
	Iteration 37Q: 3 clusters Score -4565502 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 37790 members 
Entering Unmasked Estep 
Score: -4565511.000000 Penalty: 3433.646484
	Iteration 38Q: 3 clusters Score -4565511 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 37801 members 
Entering Unmasked Estep 
Score: -4565513.000000 Penalty: 3433.646484
	Iteration 39Q: 3 clusters Score -4565513 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 37811 members 
Entering Unmasked Estep 
Score: -4565525.000000 Penalty: 3433.646484
	Iteration 40F: 3 clusters Score -4565525 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 37816 members 
Entering Unmasked Estep 
Score: -4565528.000000 Penalty: 3433.646484
	Iteration 41Q: 3 clusters Score -4565528 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 37814 members 
Entering Unmasked Estep 
Score: -4565533.000000 Penalty: 3433.646484
	Iteration 42Q: 3 clusters Score -4565533 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 37816 members 
Entering Unmasked Estep 
Score: -4565535.500000 Penalty: 3433.646484
	Iteration 43Q: 3 clusters Score -4565536 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 37818 members 
Entering Unmasked Estep 
Score: -4565530.500000 Penalty: 3433.646484
	Iteration 44Q: 3 clusters Score -4565530 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 37816 members 
Entering Unmasked Estep 
Score: -4565533.500000 Penalty: 3433.646484
	Iteration 45Q: 3 clusters Score -4565534 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 37815 members 
Entering Unmasked Estep 
Score: -4565537.500000 Penalty: 3433.646484
	Iteration 46Q: 3 clusters Score -4565538 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 37816 members 
Entering Unmasked Estep 
Score: -4565536.000000 Penalty: 3433.646484
	Iteration 47Q: 3 clusters Score -4565536 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 37816 members 
Entering Unmasked Estep 
Score: -4565536.000000 Penalty: 3433.646484
	Iteration 48F: 3 clusters Score -4565536 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (8069 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8069 members 
Entering Unmasked Estep 
Score: -1018745.312500 Penalty: 1461.815063
	Iteration 0F: 2 clusters Score -1018745 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -1012796.125000 Penalty: 2923.630127
	Iteration 0F: 3 clusters Score -1012796 nChanged 3421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -1014713.625000 Penalty: 2923.630127
	Iteration 1F: 3 clusters Score -1014714 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -1015055.312500 Penalty: 2923.630127
	Iteration 2F: 3 clusters Score -1015055 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -1015370.500000 Penalty: 2923.630127
	Iteration 3F: 3 clusters Score -1015370 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -1015658.937500 Penalty: 2923.630127
	Iteration 4F: 3 clusters Score -1015659 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -1015943.000000 Penalty: 2923.630127
	Iteration 5F: 3 clusters Score -1015943 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5580 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -1016238.687500 Penalty: 2923.630127
	Iteration 6F: 3 clusters Score -1016239 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5828 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -1016495.875000 Penalty: 2923.630127
	Iteration 7Q: 3 clusters Score -1016496 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6049 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -1016700.125000 Penalty: 2923.630127
	Iteration 8Q: 3 clusters Score -1016700 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6213 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -1016864.937500 Penalty: 2923.630127
	Iteration 9Q: 3 clusters Score -1016865 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6355 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -1016992.500000 Penalty: 2923.630127
	Iteration 10Q: 3 clusters Score -1016992 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6476 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -1017102.000000 Penalty: 2923.630127
	Iteration 11Q: 3 clusters Score -1017102 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6566 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -1017200.625000 Penalty: 2923.630127
	Iteration 12Q: 3 clusters Score -1017201 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6642 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -1017293.500000 Penalty: 2923.630127
	Iteration 13Q: 3 clusters Score -1017294 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6702 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -1017378.750000 Penalty: 2923.630127
	Iteration 14Q: 3 clusters Score -1017379 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6749 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -1017420.062500 Penalty: 2923.630127
	Iteration 15Q: 3 clusters Score -1017420 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6778 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -1017449.750000 Penalty: 2923.630127
	Iteration 16Q: 3 clusters Score -1017450 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6801 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -1017468.250000 Penalty: 2923.630127
	Iteration 17Q: 3 clusters Score -1017468 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6815 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -1017477.062500 Penalty: 2923.630127
	Iteration 18Q: 3 clusters Score -1017477 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6830 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -1017488.062500 Penalty: 2923.630127
	Iteration 19Q: 3 clusters Score -1017488 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6844 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -1017499.000000 Penalty: 2923.630127
	Iteration 20F: 3 clusters Score -1017499 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6854 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -1017507.000000 Penalty: 2923.630127
	Iteration 21Q: 3 clusters Score -1017507 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6861 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -1017508.250000 Penalty: 2923.630127
	Iteration 22Q: 3 clusters Score -1017508 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6864 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -1017508.812500 Penalty: 2923.630127
	Iteration 23Q: 3 clusters Score -1017509 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6867 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -1017511.937500 Penalty: 2923.630127
	Iteration 24Q: 3 clusters Score -1017512 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6870 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -1017511.937500 Penalty: 2923.630127
	Iteration 25Q: 3 clusters Score -1017512 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6873 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -1017513.500000 Penalty: 2923.630127
	Iteration 26Q: 3 clusters Score -1017514 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6874 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -1017514.937500 Penalty: 2923.630127
	Iteration 27Q: 3 clusters Score -1017515 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6878 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -1017517.687500 Penalty: 2923.630127
	Iteration 28Q: 3 clusters Score -1017518 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6881 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -1017519.562500 Penalty: 2923.630127
	Iteration 29Q: 3 clusters Score -1017520 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6884 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -1017519.812500 Penalty: 2923.630127
	Iteration 30Q: 3 clusters Score -1017520 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6885 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -1017521.312500 Penalty: 2923.630127
	Iteration 31Q: 3 clusters Score -1017521 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6885 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -1017521.312500 Penalty: 2923.630127
	Iteration 32F: 3 clusters Score -1017521 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (12588 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12588 members 
Entering Unmasked Estep 
Score: -1604750.750000 Penalty: 1534.081177
	Iteration 0F: 2 clusters Score -1604751 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6266 members 
Mstep: Class 2 contains 6322 members 
Entering Unmasked Estep 
Score: -1595940.625000 Penalty: 3068.162354
	Iteration 0F: 3 clusters Score -1595941 nChanged 5539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6323 members 
Mstep: Class 2 contains 6265 members 
Entering Unmasked Estep 
Score: -1598965.000000 Penalty: 3068.162354
	Iteration 1F: 3 clusters Score -1598965 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6296 members 
Mstep: Class 2 contains 6292 members 
Entering Unmasked Estep 
Score: -1599279.625000 Penalty: 3068.162354
	Iteration 2F: 3 clusters Score -1599280 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6246 members 
Mstep: Class 2 contains 6342 members 
Entering Unmasked Estep 
Score: -1599546.500000 Penalty: 3068.162354
	Iteration 3F: 3 clusters Score -1599546 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6199 members 
Mstep: Class 2 contains 6389 members 
Entering Unmasked Estep 
Score: -1599770.875000 Penalty: 3068.162354
	Iteration 4Q: 3 clusters Score -1599771 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6165 members 
Mstep: Class 2 contains 6423 members 
Entering Unmasked Estep 
Score: -1599975.625000 Penalty: 3068.162354
	Iteration 5Q: 3 clusters Score -1599976 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6117 members 
Mstep: Class 2 contains 6471 members 
Entering Unmasked Estep 
Score: -1600182.750000 Penalty: 3068.162354
	Iteration 6Q: 3 clusters Score -1600183 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6058 members 
Mstep: Class 2 contains 6530 members 
Entering Unmasked Estep 
Score: -1600369.625000 Penalty: 3068.162354
	Iteration 7Q: 3 clusters Score -1600370 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5970 members 
Mstep: Class 2 contains 6618 members 
Entering Unmasked Estep 
Score: -1600565.250000 Penalty: 3068.162354
	Iteration 8Q: 3 clusters Score -1600565 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5846 members 
Mstep: Class 2 contains 6742 members 
Entering Unmasked Estep 
Score: -1600778.125000 Penalty: 3068.162354
	Iteration 9Q: 3 clusters Score -1600778 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5680 members 
Mstep: Class 2 contains 6908 members 
Entering Unmasked Estep 
Score: -1600998.375000 Penalty: 3068.162354
	Iteration 10Q: 3 clusters Score -1600998 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5507 members 
Mstep: Class 2 contains 7081 members 
Entering Unmasked Estep 
Score: -1601236.875000 Penalty: 3068.162354
	Iteration 11Q: 3 clusters Score -1601237 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 7279 members 
Entering Unmasked Estep 
Score: -1601539.375000 Penalty: 3068.162354
	Iteration 12Q: 3 clusters Score -1601539 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5093 members 
Mstep: Class 2 contains 7495 members 
Entering Unmasked Estep 
Score: -1601922.250000 Penalty: 3068.162354
	Iteration 13Q: 3 clusters Score -1601922 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 7703 members 
Entering Unmasked Estep 
Score: -1602343.750000 Penalty: 3068.162354
	Iteration 14Q: 3 clusters Score -1602344 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 7879 members 
Entering Unmasked Estep 
Score: -1602743.875000 Penalty: 3068.162354
	Iteration 15Q: 3 clusters Score -1602744 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 7996 members 
Entering Unmasked Estep 
Score: -1603031.000000 Penalty: 3068.162354
	Iteration 16Q: 3 clusters Score -1603031 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 8055 members 
Entering Unmasked Estep 
Score: -1603199.125000 Penalty: 3068.162354
	Iteration 17Q: 3 clusters Score -1603199 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 8087 members 
Entering Unmasked Estep 
Score: -1603297.875000 Penalty: 3068.162354
	Iteration 18Q: 3 clusters Score -1603298 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 8102 members 
Entering Unmasked Estep 
Score: -1603368.625000 Penalty: 3068.162354
	Iteration 19Q: 3 clusters Score -1603369 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 8121 members 
Entering Unmasked Estep 
Score: -1603413.000000 Penalty: 3068.162354
	Iteration 20F: 3 clusters Score -1603413 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 8133 members 
Entering Unmasked Estep 
Score: -1603439.625000 Penalty: 3068.162354
	Iteration 21Q: 3 clusters Score -1603440 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 8138 members 
Entering Unmasked Estep 
Score: -1603447.375000 Penalty: 3068.162354
	Iteration 22Q: 3 clusters Score -1603447 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 8151 members 
Entering Unmasked Estep 
Score: -1603456.875000 Penalty: 3068.162354
	Iteration 23Q: 3 clusters Score -1603457 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 8156 members 
Entering Unmasked Estep 
Score: -1603458.875000 Penalty: 3068.162354
	Iteration 24Q: 3 clusters Score -1603459 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 8152 members 
Entering Unmasked Estep 
Score: -1603460.625000 Penalty: 3068.162354
	Iteration 25Q: 3 clusters Score -1603461 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 8155 members 
Entering Unmasked Estep 
Score: -1603461.000000 Penalty: 3068.162354
	Iteration 26Q: 3 clusters Score -1603461 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 8149 members 
Entering Unmasked Estep 
Score: -1603459.625000 Penalty: 3068.162354
	Iteration 27Q: 3 clusters Score -1603460 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 8150 members 
Entering Unmasked Estep 
Score: -1603466.375000 Penalty: 3068.162354
	Iteration 28Q: 3 clusters Score -1603466 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 8149 members 
Entering Unmasked Estep 
Score: -1603466.375000 Penalty: 3068.162354
	Iteration 29Q: 3 clusters Score -1603466 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 8143 members 
Entering Unmasked Estep 
Score: -1603468.875000 Penalty: 3068.162354
	Iteration 30Q: 3 clusters Score -1603469 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 8139 members 
Entering Unmasked Estep 
Score: -1603469.250000 Penalty: 3068.162354
	Iteration 31Q: 3 clusters Score -1603469 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 8137 members 
Entering Unmasked Estep 
Score: -1603470.250000 Penalty: 3068.162354
	Iteration 32Q: 3 clusters Score -1603470 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 8137 members 
Entering Unmasked Estep 
Score: -1603468.875000 Penalty: 3068.162354
	Iteration 33Q: 3 clusters Score -1603469 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 8135 members 
Entering Unmasked Estep 
Score: -1603465.625000 Penalty: 3068.162354
	Iteration 34Q: 3 clusters Score -1603466 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 8131 members 
Entering Unmasked Estep 
Score: -1603469.875000 Penalty: 3068.162354
	Iteration 35Q: 3 clusters Score -1603470 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 8127 members 
Entering Unmasked Estep 
Score: -1603475.750000 Penalty: 3068.162354
	Iteration 36Q: 3 clusters Score -1603476 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 8124 members 
Entering Unmasked Estep 
Score: -1603473.000000 Penalty: 3068.162354
	Iteration 37Q: 3 clusters Score -1603473 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 8122 members 
Entering Unmasked Estep 
Score: -1603473.500000 Penalty: 3068.162354
	Iteration 38Q: 3 clusters Score -1603474 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 8119 members 
Entering Unmasked Estep 
Score: -1603477.250000 Penalty: 3068.162354
	Iteration 39Q: 3 clusters Score -1603477 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 8118 members 
Entering Unmasked Estep 
Score: -1603473.625000 Penalty: 3068.162354
	Iteration 40F: 3 clusters Score -1603474 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 8116 members 
Entering Unmasked Estep 
Score: -1603475.375000 Penalty: 3068.162354
	Iteration 41Q: 3 clusters Score -1603475 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 8116 members 
Entering Unmasked Estep 
Score: -1603477.000000 Penalty: 3068.162354
	Iteration 42Q: 3 clusters Score -1603477 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 8114 members 
Entering Unmasked Estep 
Score: -1603476.875000 Penalty: 3068.162354
	Iteration 43Q: 3 clusters Score -1603477 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 8110 members 
Entering Unmasked Estep 
Score: -1603475.750000 Penalty: 3068.162354
	Iteration 44Q: 3 clusters Score -1603476 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 8109 members 
Entering Unmasked Estep 
Score: -1603476.750000 Penalty: 3068.162354
	Iteration 45Q: 3 clusters Score -1603477 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 8107 members 
Entering Unmasked Estep 
Score: -1603474.875000 Penalty: 3068.162354
	Iteration 46Q: 3 clusters Score -1603475 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 8104 members 
Entering Unmasked Estep 
Score: -1603475.375000 Penalty: 3068.162354
	Iteration 47Q: 3 clusters Score -1603475 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 8102 members 
Entering Unmasked Estep 
Score: -1603473.500000 Penalty: 3068.162354
	Iteration 48Q: 3 clusters Score -1603474 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 8101 members 
Entering Unmasked Estep 
Score: -1603474.875000 Penalty: 3068.162354
	Iteration 49Q: 3 clusters Score -1603475 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 8100 members 
Entering Unmasked Estep 
Score: -1603474.500000 Penalty: 3068.162354
	Iteration 50Q: 3 clusters Score -1603474 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 8098 members 
Entering Unmasked Estep 
Score: -1603475.000000 Penalty: 3068.162354
	Iteration 51Q: 3 clusters Score -1603475 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 8099 members 
Entering Unmasked Estep 
Score: -1603476.000000 Penalty: 3068.162354
	Iteration 52Q: 3 clusters Score -1603476 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 8099 members 
Entering Unmasked Estep 
Score: -1603476.000000 Penalty: 3068.162354
	Iteration 53F: 3 clusters Score -1603476 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (3025 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Entering Unmasked Estep 
Score: -360669.687500 Penalty: 1302.383301
	Iteration 0F: 2 clusters Score -360669.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -357922.750000 Penalty: 2604.766602
	Iteration 0F: 3 clusters Score -357922.8 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -358754.718750 Penalty: 2604.766602
	Iteration 1F: 3 clusters Score -358754.7 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -358982.437500 Penalty: 2604.766602
	Iteration 2F: 3 clusters Score -358982.4 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -359108.343750 Penalty: 2604.766602
	Iteration 3F: 3 clusters Score -359108.3 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -359185.062500 Penalty: 2604.766602
	Iteration 4Q: 3 clusters Score -359185.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -359248.625000 Penalty: 2604.766602
	Iteration 5Q: 3 clusters Score -359248.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -359300.187500 Penalty: 2604.766602
	Iteration 6Q: 3 clusters Score -359300.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -359352.000000 Penalty: 2604.766602
	Iteration 7Q: 3 clusters Score -359352 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -359400.156250 Penalty: 2604.766602
	Iteration 8Q: 3 clusters Score -359400.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -359442.250000 Penalty: 2604.766602
	Iteration 9Q: 3 clusters Score -359442.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -359479.406250 Penalty: 2604.766602
	Iteration 10Q: 3 clusters Score -359479.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -359515.531250 Penalty: 2604.766602
	Iteration 11Q: 3 clusters Score -359515.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -359564.968750 Penalty: 2604.766602
	Iteration 12Q: 3 clusters Score -359565 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -359611.593750 Penalty: 2604.766602
	Iteration 13Q: 3 clusters Score -359611.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -359663.781250 Penalty: 2604.766602
	Iteration 14Q: 3 clusters Score -359663.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -359717.562500 Penalty: 2604.766602
	Iteration 15Q: 3 clusters Score -359717.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -359765.468750 Penalty: 2604.766602
	Iteration 16Q: 3 clusters Score -359765.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -359806.843750 Penalty: 2604.766602
	Iteration 17Q: 3 clusters Score -359806.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -359858.500000 Penalty: 2604.766602
	Iteration 18Q: 3 clusters Score -359858.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -359909.500000 Penalty: 2604.766602
	Iteration 19Q: 3 clusters Score -359909.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -359947.625000 Penalty: 2604.766602
	Iteration 20F: 3 clusters Score -359947.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -359970.718750 Penalty: 2604.766602
	Iteration 21Q: 3 clusters Score -359970.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -359991.406250 Penalty: 2604.766602
	Iteration 22Q: 3 clusters Score -359991.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -360016.906250 Penalty: 2604.766602
	Iteration 23Q: 3 clusters Score -360016.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -360033.781250 Penalty: 2604.766602
	Iteration 24Q: 3 clusters Score -360033.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -360044.312500 Penalty: 2604.766602
	Iteration 25Q: 3 clusters Score -360044.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -360048.312500 Penalty: 2604.766602
	Iteration 26Q: 3 clusters Score -360048.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -360050.843750 Penalty: 2604.766602
	Iteration 27Q: 3 clusters Score -360050.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -360052.375000 Penalty: 2604.766602
	Iteration 28Q: 3 clusters Score -360052.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -360053.875000 Penalty: 2604.766602
	Iteration 29Q: 3 clusters Score -360053.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -360056.000000 Penalty: 2604.766602
	Iteration 30Q: 3 clusters Score -360056 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -360057.500000 Penalty: 2604.766602
	Iteration 31Q: 3 clusters Score -360057.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -360061.625000 Penalty: 2604.766602
	Iteration 32Q: 3 clusters Score -360061.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -360063.750000 Penalty: 2604.766602
	Iteration 33Q: 3 clusters Score -360063.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -360064.843750 Penalty: 2604.766602
	Iteration 34Q: 3 clusters Score -360064.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -360066.406250 Penalty: 2604.766602
	Iteration 35Q: 3 clusters Score -360066.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -360066.250000 Penalty: 2604.766602
	Iteration 36Q: 3 clusters Score -360066.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -360066.687500 Penalty: 2604.766602
	Iteration 37Q: 3 clusters Score -360066.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -360066.687500 Penalty: 2604.766602
	Iteration 38F: 3 clusters Score -360066.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (39452 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39452 members 
Entering Unmasked Estep 
Score: -4991375.000000 Penalty: 1719.711548
	Iteration 0F: 2 clusters Score -4991375 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19707 members 
Mstep: Class 2 contains 19745 members 
Entering Unmasked Estep 
Score: -4964998.000000 Penalty: 3439.423096
	Iteration 0F: 3 clusters Score -4964998 nChanged 18263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19498 members 
Mstep: Class 2 contains 19954 members 
Entering Unmasked Estep 
Score: -4975026.000000 Penalty: 3439.423096
	Iteration 1F: 3 clusters Score -4975026 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19268 members 
Mstep: Class 2 contains 20184 members 
Entering Unmasked Estep 
Score: -4975468.500000 Penalty: 3439.423096
	Iteration 2Q: 3 clusters Score -4975468 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18904 members 
Mstep: Class 2 contains 20548 members 
Entering Unmasked Estep 
Score: -4975859.500000 Penalty: 3439.423096
	Iteration 3Q: 3 clusters Score -4975860 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18425 members 
Mstep: Class 2 contains 21027 members 
Entering Unmasked Estep 
Score: -4976257.000000 Penalty: 3439.423096
	Iteration 4Q: 3 clusters Score -4976257 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17705 members 
Mstep: Class 2 contains 21747 members 
Entering Unmasked Estep 
Score: -4976690.000000 Penalty: 3439.423096
	Iteration 5Q: 3 clusters Score -4976690 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16729 members 
Mstep: Class 2 contains 22723 members 
Entering Unmasked Estep 
Score: -4977192.500000 Penalty: 3439.423096
	Iteration 6Q: 3 clusters Score -4977192 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15381 members 
Mstep: Class 2 contains 24071 members 
Entering Unmasked Estep 
Score: -4977844.500000 Penalty: 3439.423096
	Iteration 7Q: 3 clusters Score -4977844 nChanged 2012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13551 members 
Mstep: Class 2 contains 25901 members 
Entering Unmasked Estep 
Score: -4978836.000000 Penalty: 3439.423096
	Iteration 8F: 3 clusters Score -4978836 nChanged 2415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11216 members 
Mstep: Class 2 contains 28236 members 
Entering Unmasked Estep 
Score: -4980346.000000 Penalty: 3439.423096
	Iteration 9F: 3 clusters Score -4980346 nChanged 2746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8506 members 
Mstep: Class 2 contains 30946 members 
Entering Unmasked Estep 
Score: -4982347.000000 Penalty: 3439.423096
	Iteration 10F: 3 clusters Score -4982347 nChanged 2748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5770 members 
Mstep: Class 2 contains 33682 members 
Entering Unmasked Estep 
Score: -4984649.000000 Penalty: 3439.423096
	Iteration 11F: 3 clusters Score -4984649 nChanged 2304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 35980 members 
Entering Unmasked Estep 
Score: -4986728.500000 Penalty: 3439.423096
	Iteration 12F: 3 clusters Score -4986728 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 37570 members 
Entering Unmasked Estep 
Score: -4988223.000000 Penalty: 3439.423096
	Iteration 13Q: 3 clusters Score -4988223 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 38455 members 
Entering Unmasked Estep 
Score: -4989080.000000 Penalty: 3439.423096
	Iteration 14Q: 3 clusters Score -4989080 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 38848 members 
Entering Unmasked Estep 
Score: -4989483.000000 Penalty: 3439.423096
	Iteration 15Q: 3 clusters Score -4989483 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 39025 members 
Entering Unmasked Estep 
Score: -4989689.000000 Penalty: 3439.423096
	Iteration 16Q: 3 clusters Score -4989689 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 39087 members 
Entering Unmasked Estep 
Score: -4989780.000000 Penalty: 3439.423096
	Iteration 17Q: 3 clusters Score -4989780 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 39118 members 
Entering Unmasked Estep 
Score: -4989843.500000 Penalty: 3439.423096
	Iteration 18Q: 3 clusters Score -4989844 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 39138 members 
Entering Unmasked Estep 
Score: -4989886.500000 Penalty: 3439.423096
	Iteration 19Q: 3 clusters Score -4989886 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 39147 members 
Entering Unmasked Estep 
Score: -4989910.500000 Penalty: 3439.423096
	Iteration 20F: 3 clusters Score -4989910 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 39153 members 
Entering Unmasked Estep 
Score: -4989921.500000 Penalty: 3439.423096
	Iteration 21Q: 3 clusters Score -4989922 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 39159 members 
Entering Unmasked Estep 
Score: -4989935.000000 Penalty: 3439.423096
	Iteration 22Q: 3 clusters Score -4989935 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 39159 members 
Entering Unmasked Estep 
Score: -4989937.000000 Penalty: 3439.423096
	Iteration 23Q: 3 clusters Score -4989937 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 39161 members 
Entering Unmasked Estep 
Score: -4989937.000000 Penalty: 3439.423096
	Iteration 24Q: 3 clusters Score -4989937 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 39162 members 
Entering Unmasked Estep 
Score: -4989939.500000 Penalty: 3439.423096
	Iteration 25Q: 3 clusters Score -4989940 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 39163 members 
Entering Unmasked Estep 
Score: -4989941.000000 Penalty: 3439.423096
	Iteration 26Q: 3 clusters Score -4989941 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 39165 members 
Entering Unmasked Estep 
Score: -4989944.000000 Penalty: 3439.423096
	Iteration 27Q: 3 clusters Score -4989944 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 39168 members 
Entering Unmasked Estep 
Score: -4989951.000000 Penalty: 3439.423096
	Iteration 28Q: 3 clusters Score -4989951 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 39167 members 
Entering Unmasked Estep 
Score: -4989952.000000 Penalty: 3439.423096
	Iteration 29Q: 3 clusters Score -4989952 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 39170 members 
Entering Unmasked Estep 
Score: -4989958.500000 Penalty: 3439.423096
	Iteration 30Q: 3 clusters Score -4989958 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 39171 members 
Entering Unmasked Estep 
Score: -4989957.000000 Penalty: 3439.423096
	Iteration 31Q: 3 clusters Score -4989957 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 39171 members 
Entering Unmasked Estep 
Score: -4989957.000000 Penalty: 3439.423096
	Iteration 32F: 3 clusters Score -4989957 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (9284 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9284 members 
Entering Unmasked Estep 
Score: -1242548.875000 Penalty: 1484.607666
	Iteration 0F: 2 clusters Score -1242549 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -1235837.250000 Penalty: 2969.215332
	Iteration 0F: 3 clusters Score -1235837 nChanged 3963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -1237999.875000 Penalty: 2969.215332
	Iteration 1F: 3 clusters Score -1238000 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5249 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -1238216.125000 Penalty: 2969.215332
	Iteration 2F: 3 clusters Score -1238216 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5535 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -1238434.000000 Penalty: 2969.215332
	Iteration 3Q: 3 clusters Score -1238434 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5874 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -1238660.625000 Penalty: 2969.215332
	Iteration 4Q: 3 clusters Score -1238661 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6251 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -1238890.500000 Penalty: 2969.215332
	Iteration 5Q: 3 clusters Score -1238890 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6652 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -1239153.500000 Penalty: 2969.215332
	Iteration 6Q: 3 clusters Score -1239154 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7101 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -1239454.250000 Penalty: 2969.215332
	Iteration 7Q: 3 clusters Score -1239454 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7564 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -1239813.250000 Penalty: 2969.215332
	Iteration 8F: 3 clusters Score -1239813 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7982 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -1240166.625000 Penalty: 2969.215332
	Iteration 9Q: 3 clusters Score -1240167 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8341 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -1240478.250000 Penalty: 2969.215332
	Iteration 10Q: 3 clusters Score -1240478 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8602 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -1240705.000000 Penalty: 2969.215332
	Iteration 11Q: 3 clusters Score -1240705 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8778 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -1240883.125000 Penalty: 2969.215332
	Iteration 12Q: 3 clusters Score -1240883 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8914 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -1241023.500000 Penalty: 2969.215332
	Iteration 13Q: 3 clusters Score -1241024 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8977 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -1241098.375000 Penalty: 2969.215332
	Iteration 14Q: 3 clusters Score -1241098 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9010 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -1241145.500000 Penalty: 2969.215332
	Iteration 15Q: 3 clusters Score -1241146 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9030 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -1241168.375000 Penalty: 2969.215332
	Iteration 16Q: 3 clusters Score -1241168 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9041 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -1241185.250000 Penalty: 2969.215332
	Iteration 17Q: 3 clusters Score -1241185 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9048 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -1241196.000000 Penalty: 2969.215332
	Iteration 18Q: 3 clusters Score -1241196 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9052 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -1241205.875000 Penalty: 2969.215332
	Iteration 19Q: 3 clusters Score -1241206 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9058 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -1241215.500000 Penalty: 2969.215332
	Iteration 20F: 3 clusters Score -1241216 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9061 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -1241218.500000 Penalty: 2969.215332
	Iteration 21Q: 3 clusters Score -1241218 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9062 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -1241218.500000 Penalty: 2969.215332
	Iteration 22Q: 3 clusters Score -1241218 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9063 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -1241219.250000 Penalty: 2969.215332
	Iteration 23Q: 3 clusters Score -1241219 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9064 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -1241219.000000 Penalty: 2969.215332
	Iteration 24Q: 3 clusters Score -1241219 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9065 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -1241222.625000 Penalty: 2969.215332
	Iteration 25Q: 3 clusters Score -1241223 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9066 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -1241221.500000 Penalty: 2969.215332
	Iteration 26Q: 3 clusters Score -1241222 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9067 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -1241222.500000 Penalty: 2969.215332
	Iteration 27Q: 3 clusters Score -1241222 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9069 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -1241223.375000 Penalty: 2969.215332
	Iteration 28Q: 3 clusters Score -1241223 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9070 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -1241226.125000 Penalty: 2969.215332
	Iteration 29Q: 3 clusters Score -1241226 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9070 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -1241226.125000 Penalty: 2969.215332
	Iteration 30F: 3 clusters Score -1241226 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (3995 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Entering Unmasked Estep 
Score: -487083.843750 Penalty: 1347.579834
	Iteration 0F: 2 clusters Score -487083.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -483737.812500 Penalty: 2695.159668
	Iteration 0F: 3 clusters Score -483737.8 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -484688.968750 Penalty: 2695.159668
	Iteration 1F: 3 clusters Score -484689 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -484870.312500 Penalty: 2695.159668
	Iteration 2F: 3 clusters Score -484870.3 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -484998.500000 Penalty: 2695.159668
	Iteration 3F: 3 clusters Score -484998.5 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -485077.531250 Penalty: 2695.159668
	Iteration 4Q: 3 clusters Score -485077.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -485136.000000 Penalty: 2695.159668
	Iteration 5Q: 3 clusters Score -485136 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -485189.437500 Penalty: 2695.159668
	Iteration 6Q: 3 clusters Score -485189.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -485239.812500 Penalty: 2695.159668
	Iteration 7Q: 3 clusters Score -485239.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -485283.812500 Penalty: 2695.159668
	Iteration 8Q: 3 clusters Score -485283.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -485320.937500 Penalty: 2695.159668
	Iteration 9Q: 3 clusters Score -485320.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -485349.937500 Penalty: 2695.159668
	Iteration 10Q: 3 clusters Score -485349.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -485369.375000 Penalty: 2695.159668
	Iteration 11Q: 3 clusters Score -485369.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -485391.531250 Penalty: 2695.159668
	Iteration 12Q: 3 clusters Score -485391.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -485410.906250 Penalty: 2695.159668
	Iteration 13Q: 3 clusters Score -485410.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -485433.187500 Penalty: 2695.159668
	Iteration 14Q: 3 clusters Score -485433.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -485452.968750 Penalty: 2695.159668
	Iteration 15Q: 3 clusters Score -485453 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -485479.406250 Penalty: 2695.159668
	Iteration 16Q: 3 clusters Score -485479.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -485513.718750 Penalty: 2695.159668
	Iteration 17Q: 3 clusters Score -485513.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -485565.531250 Penalty: 2695.159668
	Iteration 18Q: 3 clusters Score -485565.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -485628.656250 Penalty: 2695.159668
	Iteration 19Q: 3 clusters Score -485628.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -485704.875000 Penalty: 2695.159668
	Iteration 20F: 3 clusters Score -485704.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -485782.218750 Penalty: 2695.159668
	Iteration 21Q: 3 clusters Score -485782.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -485848.562500 Penalty: 2695.159668
	Iteration 22Q: 3 clusters Score -485848.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -485892.875000 Penalty: 2695.159668
	Iteration 23Q: 3 clusters Score -485892.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -485929.750000 Penalty: 2695.159668
	Iteration 24Q: 3 clusters Score -485929.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -485960.687500 Penalty: 2695.159668
	Iteration 25Q: 3 clusters Score -485960.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -485980.125000 Penalty: 2695.159668
	Iteration 26Q: 3 clusters Score -485980.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -485995.125000 Penalty: 2695.159668
	Iteration 27Q: 3 clusters Score -485995.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -486002.875000 Penalty: 2695.159668
	Iteration 28Q: 3 clusters Score -486002.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -486008.468750 Penalty: 2695.159668
	Iteration 29Q: 3 clusters Score -486008.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -486016.031250 Penalty: 2695.159668
	Iteration 30Q: 3 clusters Score -486016 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -486018.531250 Penalty: 2695.159668
	Iteration 31Q: 3 clusters Score -486018.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -486019.656250 Penalty: 2695.159668
	Iteration 32Q: 3 clusters Score -486019.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -486020.843750 Penalty: 2695.159668
	Iteration 33Q: 3 clusters Score -486020.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -486021.593750 Penalty: 2695.159668
	Iteration 34Q: 3 clusters Score -486021.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -486021.937500 Penalty: 2695.159668
	Iteration 35Q: 3 clusters Score -486021.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -486022.000000 Penalty: 2695.159668
	Iteration 36Q: 3 clusters Score -486022 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -486022.000000 Penalty: 2695.159668
	Iteration 37Q: 3 clusters Score -486022 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -486023.156250 Penalty: 2695.159668
	Iteration 38Q: 3 clusters Score -486023.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -486023.531250 Penalty: 2695.159668
	Iteration 39Q: 3 clusters Score -486023.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -486023.375000 Penalty: 2695.159668
	Iteration 40F: 3 clusters Score -486023.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -486024.000000 Penalty: 2695.159668
	Iteration 41Q: 3 clusters Score -486024 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -486024.593750 Penalty: 2695.159668
	Iteration 42Q: 3 clusters Score -486024.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -486025.031250 Penalty: 2695.159668
	Iteration 43Q: 3 clusters Score -486025 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -486025.250000 Penalty: 2695.159668
	Iteration 44Q: 3 clusters Score -486025.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -486025.250000 Penalty: 2695.159668
	Iteration 45F: 3 clusters Score -486025.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (8842 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8842 members 
Entering Unmasked Estep 
Score: -1104841.375000 Penalty: 1476.681152
	Iteration 0F: 2 clusters Score -1104841 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -1098382.625000 Penalty: 2953.362305
	Iteration 0F: 3 clusters Score -1098383 nChanged 3740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -1100358.000000 Penalty: 2953.362305
	Iteration 1F: 3 clusters Score -1100358 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -1100622.500000 Penalty: 2953.362305
	Iteration 2F: 3 clusters Score -1100622 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -1100852.125000 Penalty: 2953.362305
	Iteration 3F: 3 clusters Score -1100852 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -1101118.625000 Penalty: 2953.362305
	Iteration 4F: 3 clusters Score -1101119 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -1101393.375000 Penalty: 2953.362305
	Iteration 5F: 3 clusters Score -1101393 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -1101643.500000 Penalty: 2953.362305
	Iteration 6F: 3 clusters Score -1101644 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -1101868.375000 Penalty: 2953.362305
	Iteration 7Q: 3 clusters Score -1101868 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5439 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -1102088.125000 Penalty: 2953.362305
	Iteration 8Q: 3 clusters Score -1102088 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5653 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -1102279.000000 Penalty: 2953.362305
	Iteration 9Q: 3 clusters Score -1102279 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5863 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -1102433.750000 Penalty: 2953.362305
	Iteration 10Q: 3 clusters Score -1102434 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6045 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -1102572.500000 Penalty: 2953.362305
	Iteration 11Q: 3 clusters Score -1102572 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6221 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -1102705.125000 Penalty: 2953.362305
	Iteration 12Q: 3 clusters Score -1102705 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6418 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -1102847.000000 Penalty: 2953.362305
	Iteration 13Q: 3 clusters Score -1102847 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6610 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -1102989.375000 Penalty: 2953.362305
	Iteration 14Q: 3 clusters Score -1102989 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6787 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -1103114.125000 Penalty: 2953.362305
	Iteration 15Q: 3 clusters Score -1103114 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6935 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -1103209.750000 Penalty: 2953.362305
	Iteration 16Q: 3 clusters Score -1103210 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7051 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -1103279.500000 Penalty: 2953.362305
	Iteration 17Q: 3 clusters Score -1103280 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7141 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -1103323.250000 Penalty: 2953.362305
	Iteration 18Q: 3 clusters Score -1103323 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7203 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -1103356.625000 Penalty: 2953.362305
	Iteration 19Q: 3 clusters Score -1103357 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7271 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -1103388.500000 Penalty: 2953.362305
	Iteration 20F: 3 clusters Score -1103388 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7331 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -1103414.000000 Penalty: 2953.362305
	Iteration 21Q: 3 clusters Score -1103414 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7383 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -1103434.875000 Penalty: 2953.362305
	Iteration 22Q: 3 clusters Score -1103435 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7414 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -1103446.500000 Penalty: 2953.362305
	Iteration 23Q: 3 clusters Score -1103446 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7444 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -1103457.250000 Penalty: 2953.362305
	Iteration 24Q: 3 clusters Score -1103457 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7476 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -1103467.875000 Penalty: 2953.362305
	Iteration 25Q: 3 clusters Score -1103468 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7495 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -1103474.750000 Penalty: 2953.362305
	Iteration 26Q: 3 clusters Score -1103475 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7518 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -1103488.125000 Penalty: 2953.362305
	Iteration 27Q: 3 clusters Score -1103488 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7546 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -1103499.000000 Penalty: 2953.362305
	Iteration 28Q: 3 clusters Score -1103499 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7569 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -1103508.625000 Penalty: 2953.362305
	Iteration 29Q: 3 clusters Score -1103509 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7596 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -1103526.250000 Penalty: 2953.362305
	Iteration 30Q: 3 clusters Score -1103526 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7632 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -1103544.000000 Penalty: 2953.362305
	Iteration 31Q: 3 clusters Score -1103544 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7672 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -1103561.250000 Penalty: 2953.362305
	Iteration 32Q: 3 clusters Score -1103561 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7708 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -1103583.000000 Penalty: 2953.362305
	Iteration 33Q: 3 clusters Score -1103583 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7744 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -1103590.375000 Penalty: 2953.362305
	Iteration 34Q: 3 clusters Score -1103590 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7775 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -1103607.250000 Penalty: 2953.362305
	Iteration 35Q: 3 clusters Score -1103607 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7795 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -1103612.250000 Penalty: 2953.362305
	Iteration 36Q: 3 clusters Score -1103612 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7806 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -1103615.875000 Penalty: 2953.362305
	Iteration 37Q: 3 clusters Score -1103616 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7815 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -1103618.625000 Penalty: 2953.362305
	Iteration 38Q: 3 clusters Score -1103619 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7827 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -1103625.500000 Penalty: 2953.362305
	Iteration 39Q: 3 clusters Score -1103626 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7838 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -1103630.750000 Penalty: 2953.362305
	Iteration 40F: 3 clusters Score -1103631 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7848 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -1103632.125000 Penalty: 2953.362305
	Iteration 41Q: 3 clusters Score -1103632 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7860 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -1103636.625000 Penalty: 2953.362305
	Iteration 42Q: 3 clusters Score -1103637 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7873 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -1103640.375000 Penalty: 2953.362305
	Iteration 43Q: 3 clusters Score -1103640 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7887 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -1103645.250000 Penalty: 2953.362305
	Iteration 44Q: 3 clusters Score -1103645 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7899 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -1103652.875000 Penalty: 2953.362305
	Iteration 45Q: 3 clusters Score -1103653 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7910 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -1103656.250000 Penalty: 2953.362305
	Iteration 46Q: 3 clusters Score -1103656 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7921 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -1103659.625000 Penalty: 2953.362305
	Iteration 47Q: 3 clusters Score -1103660 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7932 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -1103660.125000 Penalty: 2953.362305
	Iteration 48Q: 3 clusters Score -1103660 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7942 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -1103666.875000 Penalty: 2953.362305
	Iteration 49Q: 3 clusters Score -1103667 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7947 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -1103670.625000 Penalty: 2953.362305
	Iteration 50Q: 3 clusters Score -1103671 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7953 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -1103672.250000 Penalty: 2953.362305
	Iteration 51Q: 3 clusters Score -1103672 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7956 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -1103674.125000 Penalty: 2953.362305
	Iteration 52Q: 3 clusters Score -1103674 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7960 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -1103676.875000 Penalty: 2953.362305
	Iteration 53Q: 3 clusters Score -1103677 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7965 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -1103677.625000 Penalty: 2953.362305
	Iteration 54Q: 3 clusters Score -1103678 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7969 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -1103677.875000 Penalty: 2953.362305
	Iteration 55Q: 3 clusters Score -1103678 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7975 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -1103679.375000 Penalty: 2953.362305
	Iteration 56Q: 3 clusters Score -1103679 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7977 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -1103681.125000 Penalty: 2953.362305
	Iteration 57Q: 3 clusters Score -1103681 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7979 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -1103680.250000 Penalty: 2953.362305
	Iteration 58Q: 3 clusters Score -1103680 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7982 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -1103680.875000 Penalty: 2953.362305
	Iteration 59Q: 3 clusters Score -1103681 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7984 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -1103681.375000 Penalty: 2953.362305
	Iteration 60F: 3 clusters Score -1103681 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7986 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -1103682.125000 Penalty: 2953.362305
	Iteration 61Q: 3 clusters Score -1103682 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7987 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -1103680.875000 Penalty: 2953.362305
	Iteration 62Q: 3 clusters Score -1103681 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7987 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -1103680.875000 Penalty: 2953.362305
	Iteration 63F: 3 clusters Score -1103681 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (3810 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Entering Unmasked Estep 
Score: -468435.187500 Penalty: 1339.874878
	Iteration 0F: 2 clusters Score -468435.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -465196.312500 Penalty: 2679.749756
	Iteration 0F: 3 clusters Score -465196.3 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -466040.656250 Penalty: 2679.749756
	Iteration 1F: 3 clusters Score -466040.7 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -466257.375000 Penalty: 2679.749756
	Iteration 2F: 3 clusters Score -466257.4 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -466405.000000 Penalty: 2679.749756
	Iteration 3F: 3 clusters Score -466405 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -466483.656250 Penalty: 2679.749756
	Iteration 4Q: 3 clusters Score -466483.7 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -466533.937500 Penalty: 2679.749756
	Iteration 5Q: 3 clusters Score -466533.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -466589.500000 Penalty: 2679.749756
	Iteration 6Q: 3 clusters Score -466589.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -466647.000000 Penalty: 2679.749756
	Iteration 7Q: 3 clusters Score -466647 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -466696.656250 Penalty: 2679.749756
	Iteration 8Q: 3 clusters Score -466696.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -466748.156250 Penalty: 2679.749756
	Iteration 9Q: 3 clusters Score -466748.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -466813.937500 Penalty: 2679.749756
	Iteration 10Q: 3 clusters Score -466813.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -466862.687500 Penalty: 2679.749756
	Iteration 11Q: 3 clusters Score -466862.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -466913.125000 Penalty: 2679.749756
	Iteration 12Q: 3 clusters Score -466913.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -466964.812500 Penalty: 2679.749756
	Iteration 13Q: 3 clusters Score -466964.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -467022.375000 Penalty: 2679.749756
	Iteration 14Q: 3 clusters Score -467022.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -467069.843750 Penalty: 2679.749756
	Iteration 15Q: 3 clusters Score -467069.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -467100.625000 Penalty: 2679.749756
	Iteration 16Q: 3 clusters Score -467100.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -467124.812500 Penalty: 2679.749756
	Iteration 17Q: 3 clusters Score -467124.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -467140.125000 Penalty: 2679.749756
	Iteration 18Q: 3 clusters Score -467140.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -467154.593750 Penalty: 2679.749756
	Iteration 19Q: 3 clusters Score -467154.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -467171.562500 Penalty: 2679.749756
	Iteration 20F: 3 clusters Score -467171.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -467187.687500 Penalty: 2679.749756
	Iteration 21Q: 3 clusters Score -467187.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -467196.937500 Penalty: 2679.749756
	Iteration 22Q: 3 clusters Score -467196.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -467204.968750 Penalty: 2679.749756
	Iteration 23Q: 3 clusters Score -467205 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -467215.437500 Penalty: 2679.749756
	Iteration 24Q: 3 clusters Score -467215.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -467229.500000 Penalty: 2679.749756
	Iteration 25Q: 3 clusters Score -467229.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -467235.437500 Penalty: 2679.749756
	Iteration 26Q: 3 clusters Score -467235.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -467246.437500 Penalty: 2679.749756
	Iteration 27Q: 3 clusters Score -467246.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -467253.906250 Penalty: 2679.749756
	Iteration 28Q: 3 clusters Score -467253.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -467260.937500 Penalty: 2679.749756
	Iteration 29Q: 3 clusters Score -467260.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -467264.812500 Penalty: 2679.749756
	Iteration 30Q: 3 clusters Score -467264.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -467265.781250 Penalty: 2679.749756
	Iteration 31Q: 3 clusters Score -467265.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -467266.625000 Penalty: 2679.749756
	Iteration 32Q: 3 clusters Score -467266.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -467266.437500 Penalty: 2679.749756
	Iteration 33Q: 3 clusters Score -467266.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -467268.218750 Penalty: 2679.749756
	Iteration 34Q: 3 clusters Score -467268.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -467268.218750 Penalty: 2679.749756
	Iteration 35F: 3 clusters Score -467268.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (7951 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7951 members 
Entering Unmasked Estep 
Score: -895271.062500 Penalty: 1459.421143
	Iteration 0F: 2 clusters Score -895271.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -889471.062500 Penalty: 2918.842285
	Iteration 0F: 3 clusters Score -889471.1 nChanged 3373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -891539.187500 Penalty: 2918.842285
	Iteration 1F: 3 clusters Score -891539.2 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -891946.000000 Penalty: 2918.842285
	Iteration 2F: 3 clusters Score -891946 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -892241.812500 Penalty: 2918.842285
	Iteration 3F: 3 clusters Score -892241.8 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -892500.187500 Penalty: 2918.842285
	Iteration 4F: 3 clusters Score -892500.2 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -892728.687500 Penalty: 2918.842285
	Iteration 5F: 3 clusters Score -892728.7 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -892905.562500 Penalty: 2918.842285
	Iteration 6Q: 3 clusters Score -892905.6 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -893075.500000 Penalty: 2918.842285
	Iteration 7Q: 3 clusters Score -893075.5 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 5018 members 
Entering Unmasked Estep 
Score: -893204.250000 Penalty: 2918.842285
	Iteration 8Q: 3 clusters Score -893204.2 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 5137 members 
Entering Unmasked Estep 
Score: -893318.062500 Penalty: 2918.842285
	Iteration 9Q: 3 clusters Score -893318.1 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 5227 members 
Entering Unmasked Estep 
Score: -893412.187500 Penalty: 2918.842285
	Iteration 10Q: 3 clusters Score -893412.2 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 5310 members 
Entering Unmasked Estep 
Score: -893493.062500 Penalty: 2918.842285
	Iteration 11Q: 3 clusters Score -893493.1 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 5398 members 
Entering Unmasked Estep 
Score: -893564.000000 Penalty: 2918.842285
	Iteration 12Q: 3 clusters Score -893564 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 5457 members 
Entering Unmasked Estep 
Score: -893621.500000 Penalty: 2918.842285
	Iteration 13Q: 3 clusters Score -893621.5 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 5511 members 
Entering Unmasked Estep 
Score: -893669.625000 Penalty: 2918.842285
	Iteration 14Q: 3 clusters Score -893669.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 5550 members 
Entering Unmasked Estep 
Score: -893713.687500 Penalty: 2918.842285
	Iteration 15Q: 3 clusters Score -893713.7 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 5603 members 
Entering Unmasked Estep 
Score: -893746.687500 Penalty: 2918.842285
	Iteration 16Q: 3 clusters Score -893746.7 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 5650 members 
Entering Unmasked Estep 
Score: -893786.500000 Penalty: 2918.842285
	Iteration 17Q: 3 clusters Score -893786.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 5698 members 
Entering Unmasked Estep 
Score: -893811.625000 Penalty: 2918.842285
	Iteration 18Q: 3 clusters Score -893811.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 5740 members 
Entering Unmasked Estep 
Score: -893842.000000 Penalty: 2918.842285
	Iteration 19Q: 3 clusters Score -893842 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 5777 members 
Entering Unmasked Estep 
Score: -893868.750000 Penalty: 2918.842285
	Iteration 20F: 3 clusters Score -893868.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 5810 members 
Entering Unmasked Estep 
Score: -893890.437500 Penalty: 2918.842285
	Iteration 21Q: 3 clusters Score -893890.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 5835 members 
Entering Unmasked Estep 
Score: -893909.812500 Penalty: 2918.842285
	Iteration 22Q: 3 clusters Score -893909.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 5859 members 
Entering Unmasked Estep 
Score: -893922.312500 Penalty: 2918.842285
	Iteration 23Q: 3 clusters Score -893922.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 5884 members 
Entering Unmasked Estep 
Score: -893933.375000 Penalty: 2918.842285
	Iteration 24Q: 3 clusters Score -893933.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 5914 members 
Entering Unmasked Estep 
Score: -893944.750000 Penalty: 2918.842285
	Iteration 25Q: 3 clusters Score -893944.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 5949 members 
Entering Unmasked Estep 
Score: -893963.187500 Penalty: 2918.842285
	Iteration 26Q: 3 clusters Score -893963.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 5983 members 
Entering Unmasked Estep 
Score: -893981.937500 Penalty: 2918.842285
	Iteration 27Q: 3 clusters Score -893981.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 6025 members 
Entering Unmasked Estep 
Score: -894000.125000 Penalty: 2918.842285
	Iteration 28Q: 3 clusters Score -894000.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 6058 members 
Entering Unmasked Estep 
Score: -894017.312500 Penalty: 2918.842285
	Iteration 29Q: 3 clusters Score -894017.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 6086 members 
Entering Unmasked Estep 
Score: -894038.250000 Penalty: 2918.842285
	Iteration 30Q: 3 clusters Score -894038.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 6119 members 
Entering Unmasked Estep 
Score: -894056.000000 Penalty: 2918.842285
	Iteration 31Q: 3 clusters Score -894056 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 6142 members 
Entering Unmasked Estep 
Score: -894064.062500 Penalty: 2918.842285
	Iteration 32Q: 3 clusters Score -894064.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 6171 members 
Entering Unmasked Estep 
Score: -894082.562500 Penalty: 2918.842285
	Iteration 33Q: 3 clusters Score -894082.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 6203 members 
Entering Unmasked Estep 
Score: -894099.687500 Penalty: 2918.842285
	Iteration 34Q: 3 clusters Score -894099.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 6230 members 
Entering Unmasked Estep 
Score: -894109.375000 Penalty: 2918.842285
	Iteration 35Q: 3 clusters Score -894109.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 6259 members 
Entering Unmasked Estep 
Score: -894119.875000 Penalty: 2918.842285
	Iteration 36Q: 3 clusters Score -894119.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 6276 members 
Entering Unmasked Estep 
Score: -894123.875000 Penalty: 2918.842285
	Iteration 37Q: 3 clusters Score -894123.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 6286 members 
Entering Unmasked Estep 
Score: -894129.437500 Penalty: 2918.842285
	Iteration 38Q: 3 clusters Score -894129.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 6295 members 
Entering Unmasked Estep 
Score: -894135.562500 Penalty: 2918.842285
	Iteration 39Q: 3 clusters Score -894135.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 6306 members 
Entering Unmasked Estep 
Score: -894140.187500 Penalty: 2918.842285
	Iteration 40F: 3 clusters Score -894140.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 6314 members 
Entering Unmasked Estep 
Score: -894145.375000 Penalty: 2918.842285
	Iteration 41Q: 3 clusters Score -894145.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 6330 members 
Entering Unmasked Estep 
Score: -894147.812500 Penalty: 2918.842285
	Iteration 42Q: 3 clusters Score -894147.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 6341 members 
Entering Unmasked Estep 
Score: -894152.375000 Penalty: 2918.842285
	Iteration 43Q: 3 clusters Score -894152.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 6350 members 
Entering Unmasked Estep 
Score: -894154.500000 Penalty: 2918.842285
	Iteration 44Q: 3 clusters Score -894154.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 6359 members 
Entering Unmasked Estep 
Score: -894157.750000 Penalty: 2918.842285
	Iteration 45Q: 3 clusters Score -894157.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 6365 members 
Entering Unmasked Estep 
Score: -894160.812500 Penalty: 2918.842285
	Iteration 46Q: 3 clusters Score -894160.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 6370 members 
Entering Unmasked Estep 
Score: -894160.312500 Penalty: 2918.842285
	Iteration 47Q: 3 clusters Score -894160.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 6380 members 
Entering Unmasked Estep 
Score: -894165.500000 Penalty: 2918.842285
	Iteration 48Q: 3 clusters Score -894165.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 6387 members 
Entering Unmasked Estep 
Score: -894166.500000 Penalty: 2918.842285
	Iteration 49Q: 3 clusters Score -894166.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 6395 members 
Entering Unmasked Estep 
Score: -894170.687500 Penalty: 2918.842285
	Iteration 50Q: 3 clusters Score -894170.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 6398 members 
Entering Unmasked Estep 
Score: -894169.625000 Penalty: 2918.842285
	Iteration 51Q: 3 clusters Score -894169.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 6404 members 
Entering Unmasked Estep 
Score: -894172.187500 Penalty: 2918.842285
	Iteration 52Q: 3 clusters Score -894172.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 6409 members 
Entering Unmasked Estep 
Score: -894172.687500 Penalty: 2918.842285
	Iteration 53Q: 3 clusters Score -894172.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 6415 members 
Entering Unmasked Estep 
Score: -894177.000000 Penalty: 2918.842285
	Iteration 54Q: 3 clusters Score -894177 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 6421 members 
Entering Unmasked Estep 
Score: -894177.625000 Penalty: 2918.842285
	Iteration 55Q: 3 clusters Score -894177.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 6423 members 
Entering Unmasked Estep 
Score: -894178.062500 Penalty: 2918.842285
	Iteration 56Q: 3 clusters Score -894178.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 6430 members 
Entering Unmasked Estep 
Score: -894179.500000 Penalty: 2918.842285
	Iteration 57Q: 3 clusters Score -894179.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 6435 members 
Entering Unmasked Estep 
Score: -894181.562500 Penalty: 2918.842285
	Iteration 58Q: 3 clusters Score -894181.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 6440 members 
Entering Unmasked Estep 
Score: -894182.812500 Penalty: 2918.842285
	Iteration 59Q: 3 clusters Score -894182.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 6444 members 
Entering Unmasked Estep 
Score: -894183.437500 Penalty: 2918.842285
	Iteration 60F: 3 clusters Score -894183.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 6446 members 
Entering Unmasked Estep 
Score: -894184.562500 Penalty: 2918.842285
	Iteration 61Q: 3 clusters Score -894184.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 6448 members 
Entering Unmasked Estep 
Score: -894184.812500 Penalty: 2918.842285
	Iteration 62Q: 3 clusters Score -894184.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 6447 members 
Entering Unmasked Estep 
Score: -894184.125000 Penalty: 2918.842285
	Iteration 63Q: 3 clusters Score -894184.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 6446 members 
Entering Unmasked Estep 
Score: -894184.062500 Penalty: 2918.842285
	Iteration 64Q: 3 clusters Score -894184.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 6446 members 
Entering Unmasked Estep 
Score: -894184.062500 Penalty: 2918.842285
	Iteration 65F: 3 clusters Score -894184.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (6672 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6672 members 
Entering Unmasked Estep 
Score: -843840.437500 Penalty: 1430.922119
	Iteration 0F: 2 clusters Score -843840.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -838791.812500 Penalty: 2861.844238
	Iteration 0F: 3 clusters Score -838791.8 nChanged 2773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -840248.375000 Penalty: 2861.844238
	Iteration 1F: 3 clusters Score -840248.4 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -840410.500000 Penalty: 2861.844238
	Iteration 2F: 3 clusters Score -840410.5 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -840533.250000 Penalty: 2861.844238
	Iteration 3Q: 3 clusters Score -840533.2 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -840624.375000 Penalty: 2861.844238
	Iteration 4Q: 3 clusters Score -840624.4 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -840697.812500 Penalty: 2861.844238
	Iteration 5Q: 3 clusters Score -840697.8 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -840765.500000 Penalty: 2861.844238
	Iteration 6Q: 3 clusters Score -840765.5 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -840816.875000 Penalty: 2861.844238
	Iteration 7Q: 3 clusters Score -840816.9 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -840873.250000 Penalty: 2861.844238
	Iteration 8Q: 3 clusters Score -840873.2 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -840938.125000 Penalty: 2861.844238
	Iteration 9Q: 3 clusters Score -840938.1 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -840995.875000 Penalty: 2861.844238
	Iteration 10Q: 3 clusters Score -840995.9 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -841057.500000 Penalty: 2861.844238
	Iteration 11Q: 3 clusters Score -841057.5 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -841130.000000 Penalty: 2861.844238
	Iteration 12Q: 3 clusters Score -841130 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -841212.062500 Penalty: 2861.844238
	Iteration 13Q: 3 clusters Score -841212.1 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -841317.687500 Penalty: 2861.844238
	Iteration 14Q: 3 clusters Score -841317.7 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -841428.687500 Penalty: 2861.844238
	Iteration 15Q: 3 clusters Score -841428.7 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
Score: -841559.812500 Penalty: 2861.844238
	Iteration 16Q: 3 clusters Score -841559.8 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -841703.125000 Penalty: 2861.844238
	Iteration 17Q: 3 clusters Score -841703.1 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 5473 members 
Entering Unmasked Estep 
Score: -841835.875000 Penalty: 2861.844238
	Iteration 18Q: 3 clusters Score -841835.9 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 5642 members 
Entering Unmasked Estep 
Score: -841954.500000 Penalty: 2861.844238
	Iteration 19Q: 3 clusters Score -841954.5 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 5789 members 
Entering Unmasked Estep 
Score: -842054.250000 Penalty: 2861.844238
	Iteration 20F: 3 clusters Score -842054.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 5924 members 
Entering Unmasked Estep 
Score: -842140.250000 Penalty: 2861.844238
	Iteration 21Q: 3 clusters Score -842140.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 6029 members 
Entering Unmasked Estep 
Score: -842225.750000 Penalty: 2861.844238
	Iteration 22Q: 3 clusters Score -842225.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 6135 members 
Entering Unmasked Estep 
Score: -842309.375000 Penalty: 2861.844238
	Iteration 23Q: 3 clusters Score -842309.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 6198 members 
Entering Unmasked Estep 
Score: -842360.187500 Penalty: 2861.844238
	Iteration 24Q: 3 clusters Score -842360.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 6241 members 
Entering Unmasked Estep 
Score: -842393.250000 Penalty: 2861.844238
	Iteration 25Q: 3 clusters Score -842393.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 6273 members 
Entering Unmasked Estep 
Score: -842426.000000 Penalty: 2861.844238
	Iteration 26Q: 3 clusters Score -842426 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 6300 members 
Entering Unmasked Estep 
Score: -842453.062500 Penalty: 2861.844238
	Iteration 27Q: 3 clusters Score -842453.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 6320 members 
Entering Unmasked Estep 
Score: -842473.750000 Penalty: 2861.844238
	Iteration 28Q: 3 clusters Score -842473.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 6338 members 
Entering Unmasked Estep 
Score: -842493.437500 Penalty: 2861.844238
	Iteration 29Q: 3 clusters Score -842493.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 6355 members 
Entering Unmasked Estep 
Score: -842511.812500 Penalty: 2861.844238
	Iteration 30Q: 3 clusters Score -842511.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 6366 members 
Entering Unmasked Estep 
Score: -842522.312500 Penalty: 2861.844238
	Iteration 31Q: 3 clusters Score -842522.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 6371 members 
Entering Unmasked Estep 
Score: -842528.562500 Penalty: 2861.844238
	Iteration 32Q: 3 clusters Score -842528.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 6378 members 
Entering Unmasked Estep 
Score: -842539.250000 Penalty: 2861.844238
	Iteration 33Q: 3 clusters Score -842539.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 6388 members 
Entering Unmasked Estep 
Score: -842549.062500 Penalty: 2861.844238
	Iteration 34Q: 3 clusters Score -842549.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 6393 members 
Entering Unmasked Estep 
Score: -842560.562500 Penalty: 2861.844238
	Iteration 35Q: 3 clusters Score -842560.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 6397 members 
Entering Unmasked Estep 
Score: -842574.187500 Penalty: 2861.844238
	Iteration 36Q: 3 clusters Score -842574.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 6404 members 
Entering Unmasked Estep 
Score: -842582.812500 Penalty: 2861.844238
	Iteration 37Q: 3 clusters Score -842582.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 6407 members 
Entering Unmasked Estep 
Score: -842584.562500 Penalty: 2861.844238
	Iteration 38Q: 3 clusters Score -842584.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 6408 members 
Entering Unmasked Estep 
Score: -842586.812500 Penalty: 2861.844238
	Iteration 39Q: 3 clusters Score -842586.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 6409 members 
Entering Unmasked Estep 
Score: -842589.250000 Penalty: 2861.844238
	Iteration 40F: 3 clusters Score -842589.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 6410 members 
Entering Unmasked Estep 
Score: -842588.562500 Penalty: 2861.844238
	Iteration 41Q: 3 clusters Score -842588.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 6410 members 
Entering Unmasked Estep 
Score: -842588.562500 Penalty: 2861.844238
	Iteration 42F: 3 clusters Score -842588.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (23299 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23299 members 
Entering Unmasked Estep 
Score: -2940603.500000 Penalty: 1634.126953
	Iteration 0F: 2 clusters Score -2940604 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11706 members 
Mstep: Class 2 contains 11593 members 
Entering Unmasked Estep 
Score: -2924853.500000 Penalty: 3268.253906
	Iteration 0F: 3 clusters Score -2924854 nChanged 10618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12266 members 
Mstep: Class 2 contains 11033 members 
Entering Unmasked Estep 
Score: -2930807.500000 Penalty: 3268.253906
	Iteration 1F: 3 clusters Score -2930808 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12610 members 
Mstep: Class 2 contains 10689 members 
Entering Unmasked Estep 
Score: -2931393.000000 Penalty: 3268.253906
	Iteration 2F: 3 clusters Score -2931393 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13024 members 
Mstep: Class 2 contains 10275 members 
Entering Unmasked Estep 
Score: -2932026.000000 Penalty: 3268.253906
	Iteration 3F: 3 clusters Score -2932026 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13491 members 
Mstep: Class 2 contains 9808 members 
Entering Unmasked Estep 
Score: -2932702.500000 Penalty: 3268.253906
	Iteration 4F: 3 clusters Score -2932702 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13999 members 
Mstep: Class 2 contains 9300 members 
Entering Unmasked Estep 
Score: -2933312.000000 Penalty: 3268.253906
	Iteration 5F: 3 clusters Score -2933312 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14482 members 
Mstep: Class 2 contains 8817 members 
Entering Unmasked Estep 
Score: -2933916.250000 Penalty: 3268.253906
	Iteration 6F: 3 clusters Score -2933916 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15015 members 
Mstep: Class 2 contains 8284 members 
Entering Unmasked Estep 
Score: -2934528.000000 Penalty: 3268.253906
	Iteration 7Q: 3 clusters Score -2934528 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15576 members 
Mstep: Class 2 contains 7723 members 
Entering Unmasked Estep 
Score: -2935109.250000 Penalty: 3268.253906
	Iteration 8Q: 3 clusters Score -2935109 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16181 members 
Mstep: Class 2 contains 7118 members 
Entering Unmasked Estep 
Score: -2935675.250000 Penalty: 3268.253906
	Iteration 9Q: 3 clusters Score -2935675 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16778 members 
Mstep: Class 2 contains 6521 members 
Entering Unmasked Estep 
Score: -2936270.250000 Penalty: 3268.253906
	Iteration 10Q: 3 clusters Score -2936270 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17292 members 
Mstep: Class 2 contains 6007 members 
Entering Unmasked Estep 
Score: -2936762.500000 Penalty: 3268.253906
	Iteration 11Q: 3 clusters Score -2936762 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17814 members 
Mstep: Class 2 contains 5485 members 
Entering Unmasked Estep 
Score: -2937251.750000 Penalty: 3268.253906
	Iteration 12Q: 3 clusters Score -2937252 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18241 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -2937629.500000 Penalty: 3268.253906
	Iteration 13Q: 3 clusters Score -2937630 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18612 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -2937880.750000 Penalty: 3268.253906
	Iteration 14Q: 3 clusters Score -2937881 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18960 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -2938107.500000 Penalty: 3268.253906
	Iteration 15Q: 3 clusters Score -2938108 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19287 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -2938294.500000 Penalty: 3268.253906
	Iteration 16Q: 3 clusters Score -2938294 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19555 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -2938438.750000 Penalty: 3268.253906
	Iteration 17Q: 3 clusters Score -2938439 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19798 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -2938543.750000 Penalty: 3268.253906
	Iteration 18Q: 3 clusters Score -2938544 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20022 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -2938639.500000 Penalty: 3268.253906
	Iteration 19Q: 3 clusters Score -2938640 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20218 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -2938751.250000 Penalty: 3268.253906
	Iteration 20F: 3 clusters Score -2938751 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20399 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -2938826.500000 Penalty: 3268.253906
	Iteration 21Q: 3 clusters Score -2938826 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20562 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -2938893.500000 Penalty: 3268.253906
	Iteration 22Q: 3 clusters Score -2938894 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20712 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -2938955.250000 Penalty: 3268.253906
	Iteration 23Q: 3 clusters Score -2938955 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20840 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -2939014.500000 Penalty: 3268.253906
	Iteration 24Q: 3 clusters Score -2939014 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20943 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -2939053.000000 Penalty: 3268.253906
	Iteration 25Q: 3 clusters Score -2939053 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21041 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -2939081.500000 Penalty: 3268.253906
	Iteration 26Q: 3 clusters Score -2939082 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21130 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -2939109.500000 Penalty: 3268.253906
	Iteration 27Q: 3 clusters Score -2939110 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21205 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -2939143.500000 Penalty: 3268.253906
	Iteration 28Q: 3 clusters Score -2939144 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21266 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -2939158.500000 Penalty: 3268.253906
	Iteration 29Q: 3 clusters Score -2939158 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21332 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -2939179.000000 Penalty: 3268.253906
	Iteration 30Q: 3 clusters Score -2939179 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21392 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -2939202.000000 Penalty: 3268.253906
	Iteration 31Q: 3 clusters Score -2939202 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21438 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -2939209.000000 Penalty: 3268.253906
	Iteration 32Q: 3 clusters Score -2939209 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21481 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -2939215.000000 Penalty: 3268.253906
	Iteration 33Q: 3 clusters Score -2939215 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21517 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -2939221.250000 Penalty: 3268.253906
	Iteration 34Q: 3 clusters Score -2939221 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21540 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -2939231.750000 Penalty: 3268.253906
	Iteration 35Q: 3 clusters Score -2939232 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21560 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -2939237.750000 Penalty: 3268.253906
	Iteration 36Q: 3 clusters Score -2939238 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21585 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -2939239.000000 Penalty: 3268.253906
	Iteration 37Q: 3 clusters Score -2939239 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21609 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -2939242.250000 Penalty: 3268.253906
	Iteration 38Q: 3 clusters Score -2939242 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21630 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -2939254.500000 Penalty: 3268.253906
	Iteration 39Q: 3 clusters Score -2939254 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21647 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -2939255.000000 Penalty: 3268.253906
	Iteration 40F: 3 clusters Score -2939255 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21665 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -2939256.250000 Penalty: 3268.253906
	Iteration 41Q: 3 clusters Score -2939256 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21678 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -2939260.750000 Penalty: 3268.253906
	Iteration 42Q: 3 clusters Score -2939261 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21691 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -2939270.000000 Penalty: 3268.253906
	Iteration 43Q: 3 clusters Score -2939270 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21707 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -2939276.000000 Penalty: 3268.253906
	Iteration 44Q: 3 clusters Score -2939276 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21716 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -2939275.250000 Penalty: 3268.253906
	Iteration 45Q: 3 clusters Score -2939275 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21727 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -2939277.250000 Penalty: 3268.253906
	Iteration 46Q: 3 clusters Score -2939277 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21736 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -2939276.000000 Penalty: 3268.253906
	Iteration 47Q: 3 clusters Score -2939276 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21743 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -2939280.500000 Penalty: 3268.253906
	Iteration 48Q: 3 clusters Score -2939280 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21746 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -2939280.500000 Penalty: 3268.253906
	Iteration 49Q: 3 clusters Score -2939280 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21752 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -2939278.250000 Penalty: 3268.253906
	Iteration 50Q: 3 clusters Score -2939278 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21754 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -2939280.250000 Penalty: 3268.253906
	Iteration 51Q: 3 clusters Score -2939280 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21757 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -2939281.500000 Penalty: 3268.253906
	Iteration 52Q: 3 clusters Score -2939282 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21761 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -2939276.000000 Penalty: 3268.253906
	Iteration 53Q: 3 clusters Score -2939276 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21765 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -2939275.250000 Penalty: 3268.253906
	Iteration 54Q: 3 clusters Score -2939275 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21767 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -2939278.000000 Penalty: 3268.253906
	Iteration 55Q: 3 clusters Score -2939278 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21773 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -2939286.750000 Penalty: 3268.253906
	Iteration 56Q: 3 clusters Score -2939287 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21776 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -2939288.250000 Penalty: 3268.253906
	Iteration 57Q: 3 clusters Score -2939288 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21780 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -2939287.500000 Penalty: 3268.253906
	Iteration 58Q: 3 clusters Score -2939288 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21784 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -2939292.250000 Penalty: 3268.253906
	Iteration 59Q: 3 clusters Score -2939292 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21786 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -2939292.250000 Penalty: 3268.253906
	Iteration 60F: 3 clusters Score -2939292 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21788 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -2939286.750000 Penalty: 3268.253906
	Iteration 61Q: 3 clusters Score -2939287 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21790 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -2939289.250000 Penalty: 3268.253906
	Iteration 62Q: 3 clusters Score -2939289 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21795 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -2939289.000000 Penalty: 3268.253906
	Iteration 63Q: 3 clusters Score -2939289 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21797 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -2939286.250000 Penalty: 3268.253906
	Iteration 64Q: 3 clusters Score -2939286 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21798 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -2939287.000000 Penalty: 3268.253906
	Iteration 65Q: 3 clusters Score -2939287 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21798 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -2939287.500000 Penalty: 3268.253906
	Iteration 66Q: 3 clusters Score -2939288 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21804 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -2939289.250000 Penalty: 3268.253906
	Iteration 67Q: 3 clusters Score -2939289 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21807 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -2939289.250000 Penalty: 3268.253906
	Iteration 68Q: 3 clusters Score -2939289 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21810 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -2939288.750000 Penalty: 3268.253906
	Iteration 69Q: 3 clusters Score -2939289 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21814 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -2939286.500000 Penalty: 3268.253906
	Iteration 70Q: 3 clusters Score -2939286 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21821 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -2939292.750000 Penalty: 3268.253906
	Iteration 71Q: 3 clusters Score -2939293 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21828 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -2939293.500000 Penalty: 3268.253906
	Iteration 72Q: 3 clusters Score -2939294 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21832 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -2939297.000000 Penalty: 3268.253906
	Iteration 73Q: 3 clusters Score -2939297 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21836 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -2939294.500000 Penalty: 3268.253906
	Iteration 74Q: 3 clusters Score -2939294 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21841 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -2939296.250000 Penalty: 3268.253906
	Iteration 75Q: 3 clusters Score -2939296 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21848 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -2939296.250000 Penalty: 3268.253906
	Iteration 76Q: 3 clusters Score -2939296 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21857 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -2939295.750000 Penalty: 3268.253906
	Iteration 77Q: 3 clusters Score -2939296 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21863 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -2939302.500000 Penalty: 3268.253906
	Iteration 78Q: 3 clusters Score -2939302 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21869 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -2939301.000000 Penalty: 3268.253906
	Iteration 79Q: 3 clusters Score -2939301 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21875 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -2939304.750000 Penalty: 3268.253906
	Iteration 80F: 3 clusters Score -2939305 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21881 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -2939301.250000 Penalty: 3268.253906
	Iteration 81Q: 3 clusters Score -2939301 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21886 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -2939302.750000 Penalty: 3268.253906
	Iteration 82Q: 3 clusters Score -2939303 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21892 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -2939306.250000 Penalty: 3268.253906
	Iteration 83Q: 3 clusters Score -2939306 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21897 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -2939311.250000 Penalty: 3268.253906
	Iteration 84Q: 3 clusters Score -2939311 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21900 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -2939309.750000 Penalty: 3268.253906
	Iteration 85Q: 3 clusters Score -2939310 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21903 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -2939308.250000 Penalty: 3268.253906
	Iteration 86Q: 3 clusters Score -2939308 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21909 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -2939311.750000 Penalty: 3268.253906
	Iteration 87Q: 3 clusters Score -2939312 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21913 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -2939311.000000 Penalty: 3268.253906
	Iteration 88Q: 3 clusters Score -2939311 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21913 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -2939311.000000 Penalty: 3268.253906
	Iteration 89F: 3 clusters Score -2939311 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (39853 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39853 members 
Entering Unmasked Estep 
Score: -5044535.500000 Penalty: 1721.354858
	Iteration 0F: 2 clusters Score -5044536 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19869 members 
Mstep: Class 2 contains 19984 members 
Entering Unmasked Estep 
Score: -5017572.000000 Penalty: 3442.709717
	Iteration 0F: 3 clusters Score -5017572 nChanged 18530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19951 members 
Mstep: Class 2 contains 19902 members 
Entering Unmasked Estep 
Score: -5028087.000000 Penalty: 3442.709717
	Iteration 1F: 3 clusters Score -5028087 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19948 members 
Mstep: Class 2 contains 19905 members 
Entering Unmasked Estep 
Score: -5028496.000000 Penalty: 3442.709717
	Iteration 2Q: 3 clusters Score -5028496 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19904 members 
Mstep: Class 2 contains 19949 members 
Entering Unmasked Estep 
Score: -5028937.500000 Penalty: 3442.709717
	Iteration 3Q: 3 clusters Score -5028938 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19842 members 
Mstep: Class 2 contains 20011 members 
Entering Unmasked Estep 
Score: -5029358.000000 Penalty: 3442.709717
	Iteration 4Q: 3 clusters Score -5029358 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19722 members 
Mstep: Class 2 contains 20131 members 
Entering Unmasked Estep 
Score: -5029876.500000 Penalty: 3442.709717
	Iteration 5Q: 3 clusters Score -5029876 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19529 members 
Mstep: Class 2 contains 20324 members 
Entering Unmasked Estep 
Score: -5030548.000000 Penalty: 3442.709717
	Iteration 6Q: 3 clusters Score -5030548 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19296 members 
Mstep: Class 2 contains 20557 members 
Entering Unmasked Estep 
Score: -5031335.000000 Penalty: 3442.709717
	Iteration 7Q: 3 clusters Score -5031335 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18930 members 
Mstep: Class 2 contains 20923 members 
Entering Unmasked Estep 
Score: -5032357.500000 Penalty: 3442.709717
	Iteration 8Q: 3 clusters Score -5032358 nChanged 2078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18484 members 
Mstep: Class 2 contains 21369 members 
Entering Unmasked Estep 
Score: -5033610.500000 Penalty: 3442.709717
	Iteration 9F: 3 clusters Score -5033610 nChanged 2262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17988 members 
Mstep: Class 2 contains 21865 members 
Entering Unmasked Estep 
Score: -5035166.500000 Penalty: 3442.709717
	Iteration 10F: 3 clusters Score -5035166 nChanged 2290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17516 members 
Mstep: Class 2 contains 22337 members 
Entering Unmasked Estep 
Score: -5036741.000000 Penalty: 3442.709717
	Iteration 11F: 3 clusters Score -5036741 nChanged 2067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17015 members 
Mstep: Class 2 contains 22838 members 
Entering Unmasked Estep 
Score: -5037954.000000 Penalty: 3442.709717
	Iteration 12F: 3 clusters Score -5037954 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16534 members 
Mstep: Class 2 contains 23319 members 
Entering Unmasked Estep 
Score: -5038735.500000 Penalty: 3442.709717
	Iteration 13Q: 3 clusters Score -5038736 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16088 members 
Mstep: Class 2 contains 23765 members 
Entering Unmasked Estep 
Score: -5039164.500000 Penalty: 3442.709717
	Iteration 14Q: 3 clusters Score -5039164 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15694 members 
Mstep: Class 2 contains 24159 members 
Entering Unmasked Estep 
Score: -5039375.000000 Penalty: 3442.709717
	Iteration 15Q: 3 clusters Score -5039375 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15298 members 
Mstep: Class 2 contains 24555 members 
Entering Unmasked Estep 
Score: -5039559.000000 Penalty: 3442.709717
	Iteration 16Q: 3 clusters Score -5039559 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14899 members 
Mstep: Class 2 contains 24954 members 
Entering Unmasked Estep 
Score: -5039696.500000 Penalty: 3442.709717
	Iteration 17Q: 3 clusters Score -5039696 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14559 members 
Mstep: Class 2 contains 25294 members 
Entering Unmasked Estep 
Score: -5039773.500000 Penalty: 3442.709717
	Iteration 18Q: 3 clusters Score -5039774 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14242 members 
Mstep: Class 2 contains 25611 members 
Entering Unmasked Estep 
Score: -5039851.500000 Penalty: 3442.709717
	Iteration 19Q: 3 clusters Score -5039852 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13926 members 
Mstep: Class 2 contains 25927 members 
Entering Unmasked Estep 
Score: -5039932.500000 Penalty: 3442.709717
	Iteration 20F: 3 clusters Score -5039932 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13601 members 
Mstep: Class 2 contains 26252 members 
Entering Unmasked Estep 
Score: -5039980.000000 Penalty: 3442.709717
	Iteration 21Q: 3 clusters Score -5039980 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13276 members 
Mstep: Class 2 contains 26577 members 
Entering Unmasked Estep 
Score: -5040058.000000 Penalty: 3442.709717
	Iteration 22Q: 3 clusters Score -5040058 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12933 members 
Mstep: Class 2 contains 26920 members 
Entering Unmasked Estep 
Score: -5040135.500000 Penalty: 3442.709717
	Iteration 23Q: 3 clusters Score -5040136 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12604 members 
Mstep: Class 2 contains 27249 members 
Entering Unmasked Estep 
Score: -5040199.500000 Penalty: 3442.709717
	Iteration 24Q: 3 clusters Score -5040200 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12293 members 
Mstep: Class 2 contains 27560 members 
Entering Unmasked Estep 
Score: -5040242.500000 Penalty: 3442.709717
	Iteration 25Q: 3 clusters Score -5040242 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11982 members 
Mstep: Class 2 contains 27871 members 
Entering Unmasked Estep 
Score: -5040319.500000 Penalty: 3442.709717
	Iteration 26Q: 3 clusters Score -5040320 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11677 members 
Mstep: Class 2 contains 28176 members 
Entering Unmasked Estep 
Score: -5040385.500000 Penalty: 3442.709717
	Iteration 27Q: 3 clusters Score -5040386 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11381 members 
Mstep: Class 2 contains 28472 members 
Entering Unmasked Estep 
Score: -5040438.000000 Penalty: 3442.709717
	Iteration 28Q: 3 clusters Score -5040438 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11100 members 
Mstep: Class 2 contains 28753 members 
Entering Unmasked Estep 
Score: -5040491.500000 Penalty: 3442.709717
	Iteration 29Q: 3 clusters Score -5040492 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10814 members 
Mstep: Class 2 contains 29039 members 
Entering Unmasked Estep 
Score: -5040541.000000 Penalty: 3442.709717
	Iteration 30Q: 3 clusters Score -5040541 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10523 members 
Mstep: Class 2 contains 29330 members 
Entering Unmasked Estep 
Score: -5040603.500000 Penalty: 3442.709717
	Iteration 31Q: 3 clusters Score -5040604 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10241 members 
Mstep: Class 2 contains 29612 members 
Entering Unmasked Estep 
Score: -5040662.000000 Penalty: 3442.709717
	Iteration 32Q: 3 clusters Score -5040662 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9953 members 
Mstep: Class 2 contains 29900 members 
Entering Unmasked Estep 
Score: -5040688.500000 Penalty: 3442.709717
	Iteration 33Q: 3 clusters Score -5040688 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9663 members 
Mstep: Class 2 contains 30190 members 
Entering Unmasked Estep 
Score: -5040755.500000 Penalty: 3442.709717
	Iteration 34Q: 3 clusters Score -5040756 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9350 members 
Mstep: Class 2 contains 30503 members 
Entering Unmasked Estep 
Score: -5040810.500000 Penalty: 3442.709717
	Iteration 35Q: 3 clusters Score -5040810 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9031 members 
Mstep: Class 2 contains 30822 members 
Entering Unmasked Estep 
Score: -5040900.000000 Penalty: 3442.709717
	Iteration 36Q: 3 clusters Score -5040900 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8717 members 
Mstep: Class 2 contains 31136 members 
Entering Unmasked Estep 
Score: -5040952.000000 Penalty: 3442.709717
	Iteration 37Q: 3 clusters Score -5040952 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8411 members 
Mstep: Class 2 contains 31442 members 
Entering Unmasked Estep 
Score: -5041003.000000 Penalty: 3442.709717
	Iteration 38Q: 3 clusters Score -5041003 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8104 members 
Mstep: Class 2 contains 31749 members 
Entering Unmasked Estep 
Score: -5041072.500000 Penalty: 3442.709717
	Iteration 39Q: 3 clusters Score -5041072 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7790 members 
Mstep: Class 2 contains 32063 members 
Entering Unmasked Estep 
Score: -5041129.000000 Penalty: 3442.709717
	Iteration 40F: 3 clusters Score -5041129 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7497 members 
Mstep: Class 2 contains 32356 members 
Entering Unmasked Estep 
Score: -5041196.000000 Penalty: 3442.709717
	Iteration 41Q: 3 clusters Score -5041196 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7201 members 
Mstep: Class 2 contains 32652 members 
Entering Unmasked Estep 
Score: -5041258.500000 Penalty: 3442.709717
	Iteration 42Q: 3 clusters Score -5041258 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6912 members 
Mstep: Class 2 contains 32941 members 
Entering Unmasked Estep 
Score: -5041320.000000 Penalty: 3442.709717
	Iteration 43Q: 3 clusters Score -5041320 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6640 members 
Mstep: Class 2 contains 33213 members 
Entering Unmasked Estep 
Score: -5041365.000000 Penalty: 3442.709717
	Iteration 44Q: 3 clusters Score -5041365 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6342 members 
Mstep: Class 2 contains 33511 members 
Entering Unmasked Estep 
Score: -5041459.500000 Penalty: 3442.709717
	Iteration 45Q: 3 clusters Score -5041460 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6033 members 
Mstep: Class 2 contains 33820 members 
Entering Unmasked Estep 
Score: -5041533.000000 Penalty: 3442.709717
	Iteration 46Q: 3 clusters Score -5041533 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5719 members 
Mstep: Class 2 contains 34134 members 
Entering Unmasked Estep 
Score: -5041628.000000 Penalty: 3442.709717
	Iteration 47Q: 3 clusters Score -5041628 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5419 members 
Mstep: Class 2 contains 34434 members 
Entering Unmasked Estep 
Score: -5041695.000000 Penalty: 3442.709717
	Iteration 48Q: 3 clusters Score -5041695 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 34706 members 
Entering Unmasked Estep 
Score: -5041787.500000 Penalty: 3442.709717
	Iteration 49Q: 3 clusters Score -5041788 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 34986 members 
Entering Unmasked Estep 
Score: -5041875.500000 Penalty: 3442.709717
	Iteration 50Q: 3 clusters Score -5041876 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 35265 members 
Entering Unmasked Estep 
Score: -5041929.000000 Penalty: 3442.709717
	Iteration 51Q: 3 clusters Score -5041929 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 35566 members 
Entering Unmasked Estep 
Score: -5042006.500000 Penalty: 3442.709717
	Iteration 52Q: 3 clusters Score -5042006 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 35851 members 
Entering Unmasked Estep 
Score: -5042109.000000 Penalty: 3442.709717
	Iteration 53Q: 3 clusters Score -5042109 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 36128 members 
Entering Unmasked Estep 
Score: -5042215.000000 Penalty: 3442.709717
	Iteration 54Q: 3 clusters Score -5042215 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 36422 members 
Entering Unmasked Estep 
Score: -5042300.500000 Penalty: 3442.709717
	Iteration 55Q: 3 clusters Score -5042300 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 36664 members 
Entering Unmasked Estep 
Score: -5042411.500000 Penalty: 3442.709717
	Iteration 56Q: 3 clusters Score -5042412 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 36909 members 
Entering Unmasked Estep 
Score: -5042481.500000 Penalty: 3442.709717
	Iteration 57Q: 3 clusters Score -5042482 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 37154 members 
Entering Unmasked Estep 
Score: -5042561.000000 Penalty: 3442.709717
	Iteration 58Q: 3 clusters Score -5042561 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 37366 members 
Entering Unmasked Estep 
Score: -5042652.500000 Penalty: 3442.709717
	Iteration 59Q: 3 clusters Score -5042652 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 37547 members 
Entering Unmasked Estep 
Score: -5042699.500000 Penalty: 3442.709717
	Iteration 60F: 3 clusters Score -5042700 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 37709 members 
Entering Unmasked Estep 
Score: -5042741.000000 Penalty: 3442.709717
	Iteration 61Q: 3 clusters Score -5042741 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 37832 members 
Entering Unmasked Estep 
Score: -5042798.500000 Penalty: 3442.709717
	Iteration 62Q: 3 clusters Score -5042798 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 37952 members 
Entering Unmasked Estep 
Score: -5042831.500000 Penalty: 3442.709717
	Iteration 63Q: 3 clusters Score -5042832 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 38072 members 
Entering Unmasked Estep 
Score: -5042865.500000 Penalty: 3442.709717
	Iteration 64Q: 3 clusters Score -5042866 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 38165 members 
Entering Unmasked Estep 
Score: -5042893.000000 Penalty: 3442.709717
	Iteration 65Q: 3 clusters Score -5042893 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 38250 members 
Entering Unmasked Estep 
Score: -5042927.000000 Penalty: 3442.709717
	Iteration 66Q: 3 clusters Score -5042927 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 38326 members 
Entering Unmasked Estep 
Score: -5042954.000000 Penalty: 3442.709717
	Iteration 67Q: 3 clusters Score -5042954 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 38404 members 
Entering Unmasked Estep 
Score: -5042970.000000 Penalty: 3442.709717
	Iteration 68Q: 3 clusters Score -5042970 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 38478 members 
Entering Unmasked Estep 
Score: -5042991.500000 Penalty: 3442.709717
	Iteration 69Q: 3 clusters Score -5042992 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 38529 members 
Entering Unmasked Estep 
Score: -5043005.500000 Penalty: 3442.709717
	Iteration 70Q: 3 clusters Score -5043006 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 38576 members 
Entering Unmasked Estep 
Score: -5043029.000000 Penalty: 3442.709717
	Iteration 71Q: 3 clusters Score -5043029 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 38615 members 
Entering Unmasked Estep 
Score: -5043049.000000 Penalty: 3442.709717
	Iteration 72Q: 3 clusters Score -5043049 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 38653 members 
Entering Unmasked Estep 
Score: -5043070.000000 Penalty: 3442.709717
	Iteration 73Q: 3 clusters Score -5043070 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 38688 members 
Entering Unmasked Estep 
Score: -5043080.000000 Penalty: 3442.709717
	Iteration 74Q: 3 clusters Score -5043080 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 38716 members 
Entering Unmasked Estep 
Score: -5043087.000000 Penalty: 3442.709717
	Iteration 75Q: 3 clusters Score -5043087 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 38739 members 
Entering Unmasked Estep 
Score: -5043104.000000 Penalty: 3442.709717
	Iteration 76Q: 3 clusters Score -5043104 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 38762 members 
Entering Unmasked Estep 
Score: -5043105.000000 Penalty: 3442.709717
	Iteration 77Q: 3 clusters Score -5043105 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 38791 members 
Entering Unmasked Estep 
Score: -5043115.500000 Penalty: 3442.709717
	Iteration 78Q: 3 clusters Score -5043116 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 38815 members 
Entering Unmasked Estep 
Score: -5043126.500000 Penalty: 3442.709717
	Iteration 79Q: 3 clusters Score -5043126 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 38831 members 
Entering Unmasked Estep 
Score: -5043133.500000 Penalty: 3442.709717
	Iteration 80F: 3 clusters Score -5043134 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 38841 members 
Entering Unmasked Estep 
Score: -5043131.000000 Penalty: 3442.709717
	Iteration 81Q: 3 clusters Score -5043131 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 38858 members 
Entering Unmasked Estep 
Score: -5043143.000000 Penalty: 3442.709717
	Iteration 82Q: 3 clusters Score -5043143 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 38871 members 
Entering Unmasked Estep 
Score: -5043145.500000 Penalty: 3442.709717
	Iteration 83Q: 3 clusters Score -5043146 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 38877 members 
Entering Unmasked Estep 
Score: -5043146.500000 Penalty: 3442.709717
	Iteration 84Q: 3 clusters Score -5043146 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 38879 members 
Entering Unmasked Estep 
Score: -5043144.000000 Penalty: 3442.709717
	Iteration 85Q: 3 clusters Score -5043144 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 38886 members 
Entering Unmasked Estep 
Score: -5043145.500000 Penalty: 3442.709717
	Iteration 86Q: 3 clusters Score -5043146 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 38890 members 
Entering Unmasked Estep 
Score: -5043147.000000 Penalty: 3442.709717
	Iteration 87Q: 3 clusters Score -5043147 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 38893 members 
Entering Unmasked Estep 
Score: -5043150.500000 Penalty: 3442.709717
	Iteration 88Q: 3 clusters Score -5043150 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 38896 members 
Entering Unmasked Estep 
Score: -5043155.500000 Penalty: 3442.709717
	Iteration 89Q: 3 clusters Score -5043156 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 38899 members 
Entering Unmasked Estep 
Score: -5043155.500000 Penalty: 3442.709717
	Iteration 90Q: 3 clusters Score -5043156 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 38903 members 
Entering Unmasked Estep 
Score: -5043152.000000 Penalty: 3442.709717
	Iteration 91Q: 3 clusters Score -5043152 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 38907 members 
Entering Unmasked Estep 
Score: -5043156.000000 Penalty: 3442.709717
	Iteration 92Q: 3 clusters Score -5043156 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 38907 members 
Entering Unmasked Estep 
Score: -5043156.500000 Penalty: 3442.709717
	Iteration 93Q: 3 clusters Score -5043156 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 38907 members 
Entering Unmasked Estep 
Score: -5043156.500000 Penalty: 3442.709717
	Iteration 94F: 3 clusters Score -5043156 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (17923 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17923 members 
Entering Unmasked Estep 
Score: -2255967.500000 Penalty: 1591.499023
	Iteration 0F: 2 clusters Score -2255968 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8960 members 
Mstep: Class 2 contains 8963 members 
Entering Unmasked Estep 
Score: -2243622.750000 Penalty: 3182.998047
	Iteration 0F: 3 clusters Score -2243623 nChanged 8015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9027 members 
Mstep: Class 2 contains 8896 members 
Entering Unmasked Estep 
Score: -2248028.000000 Penalty: 3182.998047
	Iteration 1F: 3 clusters Score -2248028 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9024 members 
Mstep: Class 2 contains 8899 members 
Entering Unmasked Estep 
Score: -2248394.500000 Penalty: 3182.998047
	Iteration 2F: 3 clusters Score -2248394 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9024 members 
Mstep: Class 2 contains 8899 members 
Entering Unmasked Estep 
Score: -2248766.250000 Penalty: 3182.998047
	Iteration 3Q: 3 clusters Score -2248766 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9000 members 
Mstep: Class 2 contains 8923 members 
Entering Unmasked Estep 
Score: -2249161.500000 Penalty: 3182.998047
	Iteration 4Q: 3 clusters Score -2249162 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8930 members 
Mstep: Class 2 contains 8993 members 
Entering Unmasked Estep 
Score: -2249614.250000 Penalty: 3182.998047
	Iteration 5Q: 3 clusters Score -2249614 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8826 members 
Mstep: Class 2 contains 9097 members 
Entering Unmasked Estep 
Score: -2250108.500000 Penalty: 3182.998047
	Iteration 6Q: 3 clusters Score -2250108 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8727 members 
Mstep: Class 2 contains 9196 members 
Entering Unmasked Estep 
Score: -2250678.500000 Penalty: 3182.998047
	Iteration 7F: 3 clusters Score -2250678 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8617 members 
Mstep: Class 2 contains 9306 members 
Entering Unmasked Estep 
Score: -2251326.500000 Penalty: 3182.998047
	Iteration 8F: 3 clusters Score -2251326 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8465 members 
Mstep: Class 2 contains 9458 members 
Entering Unmasked Estep 
Score: -2252036.500000 Penalty: 3182.998047
	Iteration 9F: 3 clusters Score -2252036 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8352 members 
Mstep: Class 2 contains 9571 members 
Entering Unmasked Estep 
Score: -2252764.500000 Penalty: 3182.998047
	Iteration 10F: 3 clusters Score -2252764 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8267 members 
Mstep: Class 2 contains 9656 members 
Entering Unmasked Estep 
Score: -2253322.750000 Penalty: 3182.998047
	Iteration 11Q: 3 clusters Score -2253323 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8252 members 
Mstep: Class 2 contains 9671 members 
Entering Unmasked Estep 
Score: -2253655.500000 Penalty: 3182.998047
	Iteration 12Q: 3 clusters Score -2253656 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8246 members 
Mstep: Class 2 contains 9677 members 
Entering Unmasked Estep 
Score: -2253841.250000 Penalty: 3182.998047
	Iteration 13Q: 3 clusters Score -2253841 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8214 members 
Mstep: Class 2 contains 9709 members 
Entering Unmasked Estep 
Score: -2253945.750000 Penalty: 3182.998047
	Iteration 14Q: 3 clusters Score -2253946 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8173 members 
Mstep: Class 2 contains 9750 members 
Entering Unmasked Estep 
Score: -2254028.250000 Penalty: 3182.998047
	Iteration 15Q: 3 clusters Score -2254028 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8131 members 
Mstep: Class 2 contains 9792 members 
Entering Unmasked Estep 
Score: -2254076.000000 Penalty: 3182.998047
	Iteration 16Q: 3 clusters Score -2254076 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8081 members 
Mstep: Class 2 contains 9842 members 
Entering Unmasked Estep 
Score: -2254126.750000 Penalty: 3182.998047
	Iteration 17Q: 3 clusters Score -2254127 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8008 members 
Mstep: Class 2 contains 9915 members 
Entering Unmasked Estep 
Score: -2254165.500000 Penalty: 3182.998047
	Iteration 18Q: 3 clusters Score -2254166 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7929 members 
Mstep: Class 2 contains 9994 members 
Entering Unmasked Estep 
Score: -2254200.500000 Penalty: 3182.998047
	Iteration 19Q: 3 clusters Score -2254200 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7848 members 
Mstep: Class 2 contains 10075 members 
Entering Unmasked Estep 
Score: -2254219.250000 Penalty: 3182.998047
	Iteration 20F: 3 clusters Score -2254219 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7785 members 
Mstep: Class 2 contains 10138 members 
Entering Unmasked Estep 
Score: -2254233.000000 Penalty: 3182.998047
	Iteration 21Q: 3 clusters Score -2254233 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7708 members 
Mstep: Class 2 contains 10215 members 
Entering Unmasked Estep 
Score: -2254253.750000 Penalty: 3182.998047
	Iteration 22Q: 3 clusters Score -2254254 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7646 members 
Mstep: Class 2 contains 10277 members 
Entering Unmasked Estep 
Score: -2254264.500000 Penalty: 3182.998047
	Iteration 23Q: 3 clusters Score -2254264 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7562 members 
Mstep: Class 2 contains 10361 members 
Entering Unmasked Estep 
Score: -2254295.250000 Penalty: 3182.998047
	Iteration 24Q: 3 clusters Score -2254295 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7471 members 
Mstep: Class 2 contains 10452 members 
Entering Unmasked Estep 
Score: -2254311.000000 Penalty: 3182.998047
	Iteration 25Q: 3 clusters Score -2254311 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7407 members 
Mstep: Class 2 contains 10516 members 
Entering Unmasked Estep 
Score: -2254324.500000 Penalty: 3182.998047
	Iteration 26Q: 3 clusters Score -2254324 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7341 members 
Mstep: Class 2 contains 10582 members 
Entering Unmasked Estep 
Score: -2254332.000000 Penalty: 3182.998047
	Iteration 27Q: 3 clusters Score -2254332 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7269 members 
Mstep: Class 2 contains 10654 members 
Entering Unmasked Estep 
Score: -2254346.500000 Penalty: 3182.998047
	Iteration 28Q: 3 clusters Score -2254346 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7187 members 
Mstep: Class 2 contains 10736 members 
Entering Unmasked Estep 
Score: -2254366.000000 Penalty: 3182.998047
	Iteration 29Q: 3 clusters Score -2254366 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7109 members 
Mstep: Class 2 contains 10814 members 
Entering Unmasked Estep 
Score: -2254381.500000 Penalty: 3182.998047
	Iteration 30Q: 3 clusters Score -2254382 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7019 members 
Mstep: Class 2 contains 10904 members 
Entering Unmasked Estep 
Score: -2254405.000000 Penalty: 3182.998047
	Iteration 31Q: 3 clusters Score -2254405 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6923 members 
Mstep: Class 2 contains 11000 members 
Entering Unmasked Estep 
Score: -2254436.750000 Penalty: 3182.998047
	Iteration 32Q: 3 clusters Score -2254437 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6815 members 
Mstep: Class 2 contains 11108 members 
Entering Unmasked Estep 
Score: -2254479.750000 Penalty: 3182.998047
	Iteration 33Q: 3 clusters Score -2254480 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6688 members 
Mstep: Class 2 contains 11235 members 
Entering Unmasked Estep 
Score: -2254516.250000 Penalty: 3182.998047
	Iteration 34Q: 3 clusters Score -2254516 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6563 members 
Mstep: Class 2 contains 11360 members 
Entering Unmasked Estep 
Score: -2254571.750000 Penalty: 3182.998047
	Iteration 35Q: 3 clusters Score -2254572 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6422 members 
Mstep: Class 2 contains 11501 members 
Entering Unmasked Estep 
Score: -2254618.250000 Penalty: 3182.998047
	Iteration 36Q: 3 clusters Score -2254618 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6273 members 
Mstep: Class 2 contains 11650 members 
Entering Unmasked Estep 
Score: -2254681.000000 Penalty: 3182.998047
	Iteration 37Q: 3 clusters Score -2254681 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6138 members 
Mstep: Class 2 contains 11785 members 
Entering Unmasked Estep 
Score: -2254748.250000 Penalty: 3182.998047
	Iteration 38Q: 3 clusters Score -2254748 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6006 members 
Mstep: Class 2 contains 11917 members 
Entering Unmasked Estep 
Score: -2254816.250000 Penalty: 3182.998047
	Iteration 39Q: 3 clusters Score -2254816 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5877 members 
Mstep: Class 2 contains 12046 members 
Entering Unmasked Estep 
Score: -2254872.000000 Penalty: 3182.998047
	Iteration 40F: 3 clusters Score -2254872 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5756 members 
Mstep: Class 2 contains 12167 members 
Entering Unmasked Estep 
Score: -2254902.750000 Penalty: 3182.998047
	Iteration 41Q: 3 clusters Score -2254903 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5661 members 
Mstep: Class 2 contains 12262 members 
Entering Unmasked Estep 
Score: -2254924.250000 Penalty: 3182.998047
	Iteration 42Q: 3 clusters Score -2254924 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5572 members 
Mstep: Class 2 contains 12351 members 
Entering Unmasked Estep 
Score: -2254947.250000 Penalty: 3182.998047
	Iteration 43Q: 3 clusters Score -2254947 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5500 members 
Mstep: Class 2 contains 12423 members 
Entering Unmasked Estep 
Score: -2254964.250000 Penalty: 3182.998047
	Iteration 44Q: 3 clusters Score -2254964 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 12488 members 
Entering Unmasked Estep 
Score: -2254974.500000 Penalty: 3182.998047
	Iteration 45Q: 3 clusters Score -2254974 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5379 members 
Mstep: Class 2 contains 12544 members 
Entering Unmasked Estep 
Score: -2254983.000000 Penalty: 3182.998047
	Iteration 46Q: 3 clusters Score -2254983 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 12589 members 
Entering Unmasked Estep 
Score: -2254990.500000 Penalty: 3182.998047
	Iteration 47Q: 3 clusters Score -2254990 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 12637 members 
Entering Unmasked Estep 
Score: -2255002.000000 Penalty: 3182.998047
	Iteration 48Q: 3 clusters Score -2255002 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5240 members 
Mstep: Class 2 contains 12683 members 
Entering Unmasked Estep 
Score: -2255005.000000 Penalty: 3182.998047
	Iteration 49Q: 3 clusters Score -2255005 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 12725 members 
Entering Unmasked Estep 
Score: -2255017.250000 Penalty: 3182.998047
	Iteration 50Q: 3 clusters Score -2255017 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5167 members 
Mstep: Class 2 contains 12756 members 
Entering Unmasked Estep 
Score: -2255018.750000 Penalty: 3182.998047
	Iteration 51Q: 3 clusters Score -2255019 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 12785 members 
Entering Unmasked Estep 
Score: -2255014.500000 Penalty: 3182.998047
	Iteration 52Q: 3 clusters Score -2255014 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Mstep: Class 2 contains 12806 members 
Entering Unmasked Estep 
Score: -2255017.250000 Penalty: 3182.998047
	Iteration 53Q: 3 clusters Score -2255017 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 12832 members 
Entering Unmasked Estep 
Score: -2255022.250000 Penalty: 3182.998047
	Iteration 54Q: 3 clusters Score -2255022 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 12862 members 
Entering Unmasked Estep 
Score: -2255028.000000 Penalty: 3182.998047
	Iteration 55Q: 3 clusters Score -2255028 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 12888 members 
Entering Unmasked Estep 
Score: -2255032.500000 Penalty: 3182.998047
	Iteration 56Q: 3 clusters Score -2255032 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 12918 members 
Entering Unmasked Estep 
Score: -2255038.000000 Penalty: 3182.998047
	Iteration 57Q: 3 clusters Score -2255038 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 12945 members 
Entering Unmasked Estep 
Score: -2255039.000000 Penalty: 3182.998047
	Iteration 58Q: 3 clusters Score -2255039 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 12974 members 
Entering Unmasked Estep 
Score: -2255040.500000 Penalty: 3182.998047
	Iteration 59Q: 3 clusters Score -2255040 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 13008 members 
Entering Unmasked Estep 
Score: -2255050.250000 Penalty: 3182.998047
	Iteration 60F: 3 clusters Score -2255050 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 13037 members 
Entering Unmasked Estep 
Score: -2255048.750000 Penalty: 3182.998047
	Iteration 61Q: 3 clusters Score -2255049 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 13054 members 
Entering Unmasked Estep 
Score: -2255049.750000 Penalty: 3182.998047
	Iteration 62Q: 3 clusters Score -2255050 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 13075 members 
Entering Unmasked Estep 
Score: -2255052.750000 Penalty: 3182.998047
	Iteration 63Q: 3 clusters Score -2255053 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 13093 members 
Entering Unmasked Estep 
Score: -2255053.750000 Penalty: 3182.998047
	Iteration 64Q: 3 clusters Score -2255054 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 13114 members 
Entering Unmasked Estep 
Score: -2255057.000000 Penalty: 3182.998047
	Iteration 65Q: 3 clusters Score -2255057 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 13130 members 
Entering Unmasked Estep 
Score: -2255057.000000 Penalty: 3182.998047
	Iteration 66Q: 3 clusters Score -2255057 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 13139 members 
Entering Unmasked Estep 
Score: -2255056.750000 Penalty: 3182.998047
	Iteration 67Q: 3 clusters Score -2255057 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 13144 members 
Entering Unmasked Estep 
Score: -2255055.500000 Penalty: 3182.998047
	Iteration 68Q: 3 clusters Score -2255056 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 13148 members 
Entering Unmasked Estep 
Score: -2255053.500000 Penalty: 3182.998047
	Iteration 69Q: 3 clusters Score -2255054 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 13152 members 
Entering Unmasked Estep 
Score: -2255055.000000 Penalty: 3182.998047
	Iteration 70Q: 3 clusters Score -2255055 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 13154 members 
Entering Unmasked Estep 
Score: -2255058.500000 Penalty: 3182.998047
	Iteration 71Q: 3 clusters Score -2255058 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 13158 members 
Entering Unmasked Estep 
Score: -2255057.000000 Penalty: 3182.998047
	Iteration 72Q: 3 clusters Score -2255057 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 13161 members 
Entering Unmasked Estep 
Score: -2255058.250000 Penalty: 3182.998047
	Iteration 73Q: 3 clusters Score -2255058 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 13163 members 
Entering Unmasked Estep 
Score: -2255057.500000 Penalty: 3182.998047
	Iteration 74Q: 3 clusters Score -2255058 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 13165 members 
Entering Unmasked Estep 
Score: -2255053.750000 Penalty: 3182.998047
	Iteration 75Q: 3 clusters Score -2255054 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4755 members 
Mstep: Class 2 contains 13168 members 
Entering Unmasked Estep 
Score: -2255054.500000 Penalty: 3182.998047
	Iteration 76Q: 3 clusters Score -2255054 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 13169 members 
Entering Unmasked Estep 
Score: -2255055.500000 Penalty: 3182.998047
	Iteration 77Q: 3 clusters Score -2255056 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 13172 members 
Entering Unmasked Estep 
Score: -2255056.500000 Penalty: 3182.998047
	Iteration 78Q: 3 clusters Score -2255056 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 13174 members 
Entering Unmasked Estep 
Score: -2255059.750000 Penalty: 3182.998047
	Iteration 79Q: 3 clusters Score -2255060 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 13174 members 
Entering Unmasked Estep 
Score: -2255059.750000 Penalty: 3182.998047
	Iteration 80F: 3 clusters Score -2255060 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (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: -444161.062500 Penalty: 1333.436768
	Iteration 0F: 2 clusters Score -444161.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -441054.031250 Penalty: 2666.873535
	Iteration 0F: 3 clusters Score -441054 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -441992.468750 Penalty: 2666.873535
	Iteration 1F: 3 clusters Score -441992.5 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -442248.781250 Penalty: 2666.873535
	Iteration 2F: 3 clusters Score -442248.8 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -442426.406250 Penalty: 2666.873535
	Iteration 3F: 3 clusters Score -442426.4 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -442539.718750 Penalty: 2666.873535
	Iteration 4Q: 3 clusters Score -442539.7 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -442616.812500 Penalty: 2666.873535
	Iteration 5Q: 3 clusters Score -442616.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -442682.187500 Penalty: 2666.873535
	Iteration 6Q: 3 clusters Score -442682.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -442728.593750 Penalty: 2666.873535
	Iteration 7Q: 3 clusters Score -442728.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -442761.218750 Penalty: 2666.873535
	Iteration 8Q: 3 clusters Score -442761.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -442785.406250 Penalty: 2666.873535
	Iteration 9Q: 3 clusters Score -442785.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -442821.218750 Penalty: 2666.873535
	Iteration 10Q: 3 clusters Score -442821.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -442866.812500 Penalty: 2666.873535
	Iteration 11Q: 3 clusters Score -442866.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -442910.531250 Penalty: 2666.873535
	Iteration 12Q: 3 clusters Score -442910.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -442954.781250 Penalty: 2666.873535
	Iteration 13Q: 3 clusters Score -442954.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -443006.437500 Penalty: 2666.873535
	Iteration 14Q: 3 clusters Score -443006.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -443037.031250 Penalty: 2666.873535
	Iteration 15Q: 3 clusters Score -443037 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -443058.625000 Penalty: 2666.873535
	Iteration 16Q: 3 clusters Score -443058.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -443080.437500 Penalty: 2666.873535
	Iteration 17Q: 3 clusters Score -443080.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -443109.000000 Penalty: 2666.873535
	Iteration 18Q: 3 clusters Score -443109 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -443139.468750 Penalty: 2666.873535
	Iteration 19Q: 3 clusters Score -443139.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -443167.218750 Penalty: 2666.873535
	Iteration 20F: 3 clusters Score -443167.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -443186.937500 Penalty: 2666.873535
	Iteration 21Q: 3 clusters Score -443186.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -443203.156250 Penalty: 2666.873535
	Iteration 22Q: 3 clusters Score -443203.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -443217.718750 Penalty: 2666.873535
	Iteration 23Q: 3 clusters Score -443217.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -443225.875000 Penalty: 2666.873535
	Iteration 24Q: 3 clusters Score -443225.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -443234.437500 Penalty: 2666.873535
	Iteration 25Q: 3 clusters Score -443234.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -443239.593750 Penalty: 2666.873535
	Iteration 26Q: 3 clusters Score -443239.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -443248.750000 Penalty: 2666.873535
	Iteration 27Q: 3 clusters Score -443248.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -443257.468750 Penalty: 2666.873535
	Iteration 28Q: 3 clusters Score -443257.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -443265.875000 Penalty: 2666.873535
	Iteration 29Q: 3 clusters Score -443265.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -443274.968750 Penalty: 2666.873535
	Iteration 30Q: 3 clusters Score -443275 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -443283.156250 Penalty: 2666.873535
	Iteration 31Q: 3 clusters Score -443283.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -443289.656250 Penalty: 2666.873535
	Iteration 32Q: 3 clusters Score -443289.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -443294.343750 Penalty: 2666.873535
	Iteration 33Q: 3 clusters Score -443294.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -443301.062500 Penalty: 2666.873535
	Iteration 34Q: 3 clusters Score -443301.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -443305.687500 Penalty: 2666.873535
	Iteration 35Q: 3 clusters Score -443305.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -443309.531250 Penalty: 2666.873535
	Iteration 36Q: 3 clusters Score -443309.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -443313.906250 Penalty: 2666.873535
	Iteration 37Q: 3 clusters Score -443313.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -443317.000000 Penalty: 2666.873535
	Iteration 38Q: 3 clusters Score -443317 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -443322.093750 Penalty: 2666.873535
	Iteration 39Q: 3 clusters Score -443322.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -443324.312500 Penalty: 2666.873535
	Iteration 40F: 3 clusters Score -443324.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -443327.906250 Penalty: 2666.873535
	Iteration 41Q: 3 clusters Score -443327.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -443334.218750 Penalty: 2666.873535
	Iteration 42Q: 3 clusters Score -443334.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -443338.093750 Penalty: 2666.873535
	Iteration 43Q: 3 clusters Score -443338.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -443340.062500 Penalty: 2666.873535
	Iteration 44Q: 3 clusters Score -443340.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -443342.812500 Penalty: 2666.873535
	Iteration 45Q: 3 clusters Score -443342.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -443346.343750 Penalty: 2666.873535
	Iteration 46Q: 3 clusters Score -443346.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -443349.187500 Penalty: 2666.873535
	Iteration 47Q: 3 clusters Score -443349.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -443350.562500 Penalty: 2666.873535
	Iteration 48Q: 3 clusters Score -443350.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -443353.125000 Penalty: 2666.873535
	Iteration 49Q: 3 clusters Score -443353.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -443353.343750 Penalty: 2666.873535
	Iteration 50Q: 3 clusters Score -443353.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -443353.718750 Penalty: 2666.873535
	Iteration 51Q: 3 clusters Score -443353.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -443354.250000 Penalty: 2666.873535
	Iteration 52Q: 3 clusters Score -443354.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -443354.250000 Penalty: 2666.873535
	Iteration 53F: 3 clusters Score -443354.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (11435 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11435 members 
Entering Unmasked Estep 
Score: -1459336.500000 Penalty: 1518.470459
	Iteration 0F: 2 clusters Score -1459336 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 5746 members 
Entering Unmasked Estep 
Score: -1451145.875000 Penalty: 3036.940918
	Iteration 0F: 3 clusters Score -1451146 nChanged 4982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5463 members 
Mstep: Class 2 contains 5972 members 
Entering Unmasked Estep 
Score: -1453799.250000 Penalty: 3036.940918
	Iteration 1F: 3 clusters Score -1453799 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5315 members 
Mstep: Class 2 contains 6120 members 
Entering Unmasked Estep 
Score: -1454081.625000 Penalty: 3036.940918
	Iteration 2F: 3 clusters Score -1454082 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 6321 members 
Entering Unmasked Estep 
Score: -1454376.000000 Penalty: 3036.940918
	Iteration 3F: 3 clusters Score -1454376 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 6586 members 
Entering Unmasked Estep 
Score: -1454681.125000 Penalty: 3036.940918
	Iteration 4F: 3 clusters Score -1454681 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 6891 members 
Entering Unmasked Estep 
Score: -1454982.500000 Penalty: 3036.940918
	Iteration 5F: 3 clusters Score -1454982 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 7233 members 
Entering Unmasked Estep 
Score: -1455260.625000 Penalty: 3036.940918
	Iteration 6Q: 3 clusters Score -1455261 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 7589 members 
Entering Unmasked Estep 
Score: -1455530.125000 Penalty: 3036.940918
	Iteration 7Q: 3 clusters Score -1455530 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 7969 members 
Entering Unmasked Estep 
Score: -1455842.875000 Penalty: 3036.940918
	Iteration 8Q: 3 clusters Score -1455843 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 8357 members 
Entering Unmasked Estep 
Score: -1456186.125000 Penalty: 3036.940918
	Iteration 9Q: 3 clusters Score -1456186 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 8697 members 
Entering Unmasked Estep 
Score: -1456485.625000 Penalty: 3036.940918
	Iteration 10Q: 3 clusters Score -1456486 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 8970 members 
Entering Unmasked Estep 
Score: -1456750.625000 Penalty: 3036.940918
	Iteration 11Q: 3 clusters Score -1456751 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 9196 members 
Entering Unmasked Estep 
Score: -1457005.625000 Penalty: 3036.940918
	Iteration 12Q: 3 clusters Score -1457006 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 9369 members 
Entering Unmasked Estep 
Score: -1457215.375000 Penalty: 3036.940918
	Iteration 13Q: 3 clusters Score -1457215 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 9469 members 
Entering Unmasked Estep 
Score: -1457340.125000 Penalty: 3036.940918
	Iteration 14Q: 3 clusters Score -1457340 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 9542 members 
Entering Unmasked Estep 
Score: -1457435.250000 Penalty: 3036.940918
	Iteration 15Q: 3 clusters Score -1457435 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 9597 members 
Entering Unmasked Estep 
Score: -1457509.250000 Penalty: 3036.940918
	Iteration 16Q: 3 clusters Score -1457509 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 9648 members 
Entering Unmasked Estep 
Score: -1457556.125000 Penalty: 3036.940918
	Iteration 17Q: 3 clusters Score -1457556 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 9699 members 
Entering Unmasked Estep 
Score: -1457598.375000 Penalty: 3036.940918
	Iteration 18Q: 3 clusters Score -1457598 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 9747 members 
Entering Unmasked Estep 
Score: -1457620.250000 Penalty: 3036.940918
	Iteration 19Q: 3 clusters Score -1457620 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 9787 members 
Entering Unmasked Estep 
Score: -1457639.500000 Penalty: 3036.940918
	Iteration 20F: 3 clusters Score -1457640 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 9807 members 
Entering Unmasked Estep 
Score: -1457646.750000 Penalty: 3036.940918
	Iteration 21Q: 3 clusters Score -1457647 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 9813 members 
Entering Unmasked Estep 
Score: -1457653.625000 Penalty: 3036.940918
	Iteration 22Q: 3 clusters Score -1457654 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 9817 members 
Entering Unmasked Estep 
Score: -1457658.125000 Penalty: 3036.940918
	Iteration 23Q: 3 clusters Score -1457658 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 9828 members 
Entering Unmasked Estep 
Score: -1457667.375000 Penalty: 3036.940918
	Iteration 24Q: 3 clusters Score -1457667 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 9829 members 
Entering Unmasked Estep 
Score: -1457676.000000 Penalty: 3036.940918
	Iteration 25Q: 3 clusters Score -1457676 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 9836 members 
Entering Unmasked Estep 
Score: -1457678.750000 Penalty: 3036.940918
	Iteration 26Q: 3 clusters Score -1457679 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 9848 members 
Entering Unmasked Estep 
Score: -1457689.125000 Penalty: 3036.940918
	Iteration 27Q: 3 clusters Score -1457689 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 9861 members 
Entering Unmasked Estep 
Score: -1457691.000000 Penalty: 3036.940918
	Iteration 28Q: 3 clusters Score -1457691 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 9880 members 
Entering Unmasked Estep 
Score: -1457697.125000 Penalty: 3036.940918
	Iteration 29Q: 3 clusters Score -1457697 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 9903 members 
Entering Unmasked Estep 
Score: -1457704.625000 Penalty: 3036.940918
	Iteration 30Q: 3 clusters Score -1457705 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 9922 members 
Entering Unmasked Estep 
Score: -1457711.750000 Penalty: 3036.940918
	Iteration 31Q: 3 clusters Score -1457712 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 9933 members 
Entering Unmasked Estep 
Score: -1457718.125000 Penalty: 3036.940918
	Iteration 32Q: 3 clusters Score -1457718 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 9941 members 
Entering Unmasked Estep 
Score: -1457718.250000 Penalty: 3036.940918
	Iteration 33Q: 3 clusters Score -1457718 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 9952 members 
Entering Unmasked Estep 
Score: -1457725.125000 Penalty: 3036.940918
	Iteration 34Q: 3 clusters Score -1457725 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 9963 members 
Entering Unmasked Estep 
Score: -1457727.500000 Penalty: 3036.940918
	Iteration 35Q: 3 clusters Score -1457728 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 9970 members 
Entering Unmasked Estep 
Score: -1457732.875000 Penalty: 3036.940918
	Iteration 36Q: 3 clusters Score -1457733 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 9988 members 
Entering Unmasked Estep 
Score: -1457740.875000 Penalty: 3036.940918
	Iteration 37Q: 3 clusters Score -1457741 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 10003 members 
Entering Unmasked Estep 
Score: -1457744.125000 Penalty: 3036.940918
	Iteration 38Q: 3 clusters Score -1457744 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 10021 members 
Entering Unmasked Estep 
Score: -1457750.875000 Penalty: 3036.940918
	Iteration 39Q: 3 clusters Score -1457751 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 10037 members 
Entering Unmasked Estep 
Score: -1457757.625000 Penalty: 3036.940918
	Iteration 40F: 3 clusters Score -1457758 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 10051 members 
Entering Unmasked Estep 
Score: -1457757.750000 Penalty: 3036.940918
	Iteration 41Q: 3 clusters Score -1457758 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 10070 members 
Entering Unmasked Estep 
Score: -1457764.250000 Penalty: 3036.940918
	Iteration 42Q: 3 clusters Score -1457764 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 10087 members 
Entering Unmasked Estep 
Score: -1457769.625000 Penalty: 3036.940918
	Iteration 43Q: 3 clusters Score -1457770 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 10101 members 
Entering Unmasked Estep 
Score: -1457774.000000 Penalty: 3036.940918
	Iteration 44Q: 3 clusters Score -1457774 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 10113 members 
Entering Unmasked Estep 
Score: -1457778.500000 Penalty: 3036.940918
	Iteration 45Q: 3 clusters Score -1457778 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 10127 members 
Entering Unmasked Estep 
Score: -1457779.250000 Penalty: 3036.940918
	Iteration 46Q: 3 clusters Score -1457779 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 10140 members 
Entering Unmasked Estep 
Score: -1457779.250000 Penalty: 3036.940918
	Iteration 47Q: 3 clusters Score -1457779 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 10149 members 
Entering Unmasked Estep 
Score: -1457782.875000 Penalty: 3036.940918
	Iteration 48Q: 3 clusters Score -1457783 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 10156 members 
Entering Unmasked Estep 
Score: -1457787.375000 Penalty: 3036.940918
	Iteration 49Q: 3 clusters Score -1457787 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 10165 members 
Entering Unmasked Estep 
Score: -1457788.750000 Penalty: 3036.940918
	Iteration 50Q: 3 clusters Score -1457789 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 10174 members 
Entering Unmasked Estep 
Score: -1457790.625000 Penalty: 3036.940918
	Iteration 51Q: 3 clusters Score -1457791 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 10187 members 
Entering Unmasked Estep 
Score: -1457796.500000 Penalty: 3036.940918
	Iteration 52Q: 3 clusters Score -1457796 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 10204 members 
Entering Unmasked Estep 
Score: -1457805.625000 Penalty: 3036.940918
	Iteration 53Q: 3 clusters Score -1457806 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 10220 members 
Entering Unmasked Estep 
Score: -1457813.500000 Penalty: 3036.940918
	Iteration 54Q: 3 clusters Score -1457814 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 10235 members 
Entering Unmasked Estep 
Score: -1457815.125000 Penalty: 3036.940918
	Iteration 55Q: 3 clusters Score -1457815 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 10250 members 
Entering Unmasked Estep 
Score: -1457818.000000 Penalty: 3036.940918
	Iteration 56Q: 3 clusters Score -1457818 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 10266 members 
Entering Unmasked Estep 
Score: -1457822.000000 Penalty: 3036.940918
	Iteration 57Q: 3 clusters Score -1457822 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 10282 members 
Entering Unmasked Estep 
Score: -1457823.750000 Penalty: 3036.940918
	Iteration 58Q: 3 clusters Score -1457824 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 10293 members 
Entering Unmasked Estep 
Score: -1457828.375000 Penalty: 3036.940918
	Iteration 59Q: 3 clusters Score -1457828 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 10306 members 
Entering Unmasked Estep 
Score: -1457831.375000 Penalty: 3036.940918
	Iteration 60F: 3 clusters Score -1457831 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 10316 members 
Entering Unmasked Estep 
Score: -1457834.875000 Penalty: 3036.940918
	Iteration 61Q: 3 clusters Score -1457835 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 10320 members 
Entering Unmasked Estep 
Score: -1457836.000000 Penalty: 3036.940918
	Iteration 62Q: 3 clusters Score -1457836 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 10331 members 
Entering Unmasked Estep 
Score: -1457841.875000 Penalty: 3036.940918
	Iteration 63Q: 3 clusters Score -1457842 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 10342 members 
Entering Unmasked Estep 
Score: -1457846.125000 Penalty: 3036.940918
	Iteration 64Q: 3 clusters Score -1457846 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 10347 members 
Entering Unmasked Estep 
Score: -1457848.625000 Penalty: 3036.940918
	Iteration 65Q: 3 clusters Score -1457849 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 10359 members 
Entering Unmasked Estep 
Score: -1457853.000000 Penalty: 3036.940918
	Iteration 66Q: 3 clusters Score -1457853 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 10373 members 
Entering Unmasked Estep 
Score: -1457851.500000 Penalty: 3036.940918
	Iteration 67Q: 3 clusters Score -1457852 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 10385 members 
Entering Unmasked Estep 
Score: -1457855.375000 Penalty: 3036.940918
	Iteration 68Q: 3 clusters Score -1457855 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 10401 members 
Entering Unmasked Estep 
Score: -1457863.750000 Penalty: 3036.940918
	Iteration 69Q: 3 clusters Score -1457864 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 10417 members 
Entering Unmasked Estep 
Score: -1457868.125000 Penalty: 3036.940918
	Iteration 70Q: 3 clusters Score -1457868 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 10436 members 
Entering Unmasked Estep 
Score: -1457879.375000 Penalty: 3036.940918
	Iteration 71Q: 3 clusters Score -1457879 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 10447 members 
Entering Unmasked Estep 
Score: -1457884.250000 Penalty: 3036.940918
	Iteration 72Q: 3 clusters Score -1457884 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 10457 members 
Entering Unmasked Estep 
Score: -1457886.875000 Penalty: 3036.940918
	Iteration 73Q: 3 clusters Score -1457887 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 10469 members 
Entering Unmasked Estep 
Score: -1457892.750000 Penalty: 3036.940918
	Iteration 74Q: 3 clusters Score -1457893 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 10477 members 
Entering Unmasked Estep 
Score: -1457895.500000 Penalty: 3036.940918
	Iteration 75Q: 3 clusters Score -1457896 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 10486 members 
Entering Unmasked Estep 
Score: -1457893.250000 Penalty: 3036.940918
	Iteration 76Q: 3 clusters Score -1457893 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 10497 members 
Entering Unmasked Estep 
Score: -1457895.750000 Penalty: 3036.940918
	Iteration 77Q: 3 clusters Score -1457896 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 10512 members 
Entering Unmasked Estep 
Score: -1457903.250000 Penalty: 3036.940918
	Iteration 78Q: 3 clusters Score -1457903 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 10522 members 
Entering Unmasked Estep 
Score: -1457906.000000 Penalty: 3036.940918
	Iteration 79Q: 3 clusters Score -1457906 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 10531 members 
Entering Unmasked Estep 
Score: -1457910.125000 Penalty: 3036.940918
	Iteration 80F: 3 clusters Score -1457910 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 10537 members 
Entering Unmasked Estep 
Score: -1457912.375000 Penalty: 3036.940918
	Iteration 81Q: 3 clusters Score -1457912 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 10542 members 
Entering Unmasked Estep 
Score: -1457916.875000 Penalty: 3036.940918
	Iteration 82Q: 3 clusters Score -1457917 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 10549 members 
Entering Unmasked Estep 
Score: -1457921.000000 Penalty: 3036.940918
	Iteration 83Q: 3 clusters Score -1457921 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 10557 members 
Entering Unmasked Estep 
Score: -1457921.375000 Penalty: 3036.940918
	Iteration 84Q: 3 clusters Score -1457921 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 10561 members 
Entering Unmasked Estep 
Score: -1457922.250000 Penalty: 3036.940918
	Iteration 85Q: 3 clusters Score -1457922 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 10565 members 
Entering Unmasked Estep 
Score: -1457924.750000 Penalty: 3036.940918
	Iteration 86Q: 3 clusters Score -1457925 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 10568 members 
Entering Unmasked Estep 
Score: -1457927.500000 Penalty: 3036.940918
	Iteration 87Q: 3 clusters Score -1457928 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 10572 members 
Entering Unmasked Estep 
Score: -1457925.500000 Penalty: 3036.940918
	Iteration 88Q: 3 clusters Score -1457926 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 10573 members 
Entering Unmasked Estep 
Score: -1457925.125000 Penalty: 3036.940918
	Iteration 89Q: 3 clusters Score -1457925 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 10576 members 
Entering Unmasked Estep 
Score: -1457924.625000 Penalty: 3036.940918
	Iteration 90Q: 3 clusters Score -1457925 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 10581 members 
Entering Unmasked Estep 
Score: -1457927.750000 Penalty: 3036.940918
	Iteration 91Q: 3 clusters Score -1457928 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 10590 members 
Entering Unmasked Estep 
Score: -1457931.125000 Penalty: 3036.940918
	Iteration 92Q: 3 clusters Score -1457931 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 10601 members 
Entering Unmasked Estep 
Score: -1457935.000000 Penalty: 3036.940918
	Iteration 93Q: 3 clusters Score -1457935 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 10610 members 
Entering Unmasked Estep 
Score: -1457939.375000 Penalty: 3036.940918
	Iteration 94Q: 3 clusters Score -1457939 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 10616 members 
Entering Unmasked Estep 
Score: -1457942.875000 Penalty: 3036.940918
	Iteration 95Q: 3 clusters Score -1457943 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 10617 members 
Entering Unmasked Estep 
Score: -1457942.875000 Penalty: 3036.940918
	Iteration 96Q: 3 clusters Score -1457943 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 10622 members 
Entering Unmasked Estep 
Score: -1457945.125000 Penalty: 3036.940918
	Iteration 97Q: 3 clusters Score -1457945 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 10627 members 
Entering Unmasked Estep 
Score: -1457945.750000 Penalty: 3036.940918
	Iteration 98Q: 3 clusters Score -1457946 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 10631 members 
Entering Unmasked Estep 
Score: -1457947.500000 Penalty: 3036.940918
	Iteration 99Q: 3 clusters Score -1457948 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 10634 members 
Entering Unmasked Estep 
Score: -1457947.375000 Penalty: 3036.940918
	Iteration 100F: 3 clusters Score -1457947 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 10637 members 
Entering Unmasked Estep 
Score: -1457951.000000 Penalty: 3036.940918
	Iteration 101Q: 3 clusters Score -1457951 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 10639 members 
Entering Unmasked Estep 
Score: -1457951.625000 Penalty: 3036.940918
	Iteration 102Q: 3 clusters Score -1457952 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 10643 members 
Entering Unmasked Estep 
Score: -1457952.625000 Penalty: 3036.940918
	Iteration 103Q: 3 clusters Score -1457953 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 10646 members 
Entering Unmasked Estep 
Score: -1457954.375000 Penalty: 3036.940918
	Iteration 104Q: 3 clusters Score -1457954 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 10650 members 
Entering Unmasked Estep 
Score: -1457954.000000 Penalty: 3036.940918
	Iteration 105Q: 3 clusters Score -1457954 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 10654 members 
Entering Unmasked Estep 
Score: -1457953.625000 Penalty: 3036.940918
	Iteration 106Q: 3 clusters Score -1457954 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 10656 members 
Entering Unmasked Estep 
Score: -1457957.125000 Penalty: 3036.940918
	Iteration 107Q: 3 clusters Score -1457957 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 10659 members 
Entering Unmasked Estep 
Score: -1457959.000000 Penalty: 3036.940918
	Iteration 108Q: 3 clusters Score -1457959 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 10662 members 
Entering Unmasked Estep 
Score: -1457961.000000 Penalty: 3036.940918
	Iteration 109Q: 3 clusters Score -1457961 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 10663 members 
Entering Unmasked Estep 
Score: -1457961.500000 Penalty: 3036.940918
	Iteration 110Q: 3 clusters Score -1457962 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 10664 members 
Entering Unmasked Estep 
Score: -1457961.750000 Penalty: 3036.940918
	Iteration 111Q: 3 clusters Score -1457962 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 10664 members 
Entering Unmasked Estep 
Score: -1457961.750000 Penalty: 3036.940918
	Iteration 112F: 3 clusters Score -1457962 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (2463 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Entering Unmasked Estep 
Score: -293195.156250 Penalty: 1268.984497
	Iteration 0F: 2 clusters Score -293195.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -290802.250000 Penalty: 2537.968994
	Iteration 0F: 3 clusters Score -290802.2 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -291370.843750 Penalty: 2537.968994
	Iteration 1F: 3 clusters Score -291370.8 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -291521.468750 Penalty: 2537.968994
	Iteration 2F: 3 clusters Score -291521.5 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -291661.187500 Penalty: 2537.968994
	Iteration 3F: 3 clusters Score -291661.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -291758.968750 Penalty: 2537.968994
	Iteration 4F: 3 clusters Score -291759 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -291832.656250 Penalty: 2537.968994
	Iteration 5Q: 3 clusters Score -291832.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -291892.687500 Penalty: 2537.968994
	Iteration 6Q: 3 clusters Score -291892.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -291948.593750 Penalty: 2537.968994
	Iteration 7Q: 3 clusters Score -291948.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -291995.937500 Penalty: 2537.968994
	Iteration 8Q: 3 clusters Score -291995.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -292034.281250 Penalty: 2537.968994
	Iteration 9Q: 3 clusters Score -292034.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -292063.406250 Penalty: 2537.968994
	Iteration 10Q: 3 clusters Score -292063.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -292085.937500 Penalty: 2537.968994
	Iteration 11Q: 3 clusters Score -292085.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -292104.937500 Penalty: 2537.968994
	Iteration 12Q: 3 clusters Score -292104.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -292126.250000 Penalty: 2537.968994
	Iteration 13Q: 3 clusters Score -292126.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -292143.968750 Penalty: 2537.968994
	Iteration 14Q: 3 clusters Score -292144 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -292162.750000 Penalty: 2537.968994
	Iteration 15Q: 3 clusters Score -292162.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -292177.750000 Penalty: 2537.968994
	Iteration 16Q: 3 clusters Score -292177.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -292188.656250 Penalty: 2537.968994
	Iteration 17Q: 3 clusters Score -292188.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -292197.406250 Penalty: 2537.968994
	Iteration 18Q: 3 clusters Score -292197.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -292206.406250 Penalty: 2537.968994
	Iteration 19Q: 3 clusters Score -292206.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -292213.375000 Penalty: 2537.968994
	Iteration 20F: 3 clusters Score -292213.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -292218.906250 Penalty: 2537.968994
	Iteration 21Q: 3 clusters Score -292218.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -292221.468750 Penalty: 2537.968994
	Iteration 22Q: 3 clusters Score -292221.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -292228.218750 Penalty: 2537.968994
	Iteration 23Q: 3 clusters Score -292228.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -292231.968750 Penalty: 2537.968994
	Iteration 24Q: 3 clusters Score -292232 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -292235.093750 Penalty: 2537.968994
	Iteration 25Q: 3 clusters Score -292235.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -292236.937500 Penalty: 2537.968994
	Iteration 26Q: 3 clusters Score -292236.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -292238.625000 Penalty: 2537.968994
	Iteration 27Q: 3 clusters Score -292238.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -292238.875000 Penalty: 2537.968994
	Iteration 28Q: 3 clusters Score -292238.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -292239.093750 Penalty: 2537.968994
	Iteration 29Q: 3 clusters Score -292239.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -292239.843750 Penalty: 2537.968994
	Iteration 30Q: 3 clusters Score -292239.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -292239.843750 Penalty: 2537.968994
	Iteration 31F: 3 clusters Score -292239.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (2719 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Entering Unmasked Estep 
Score: -330211.906250 Penalty: 1285.053223
	Iteration 0F: 2 clusters Score -330211.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -327684.062500 Penalty: 2570.106445
	Iteration 0F: 3 clusters Score -327684.1 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -328301.968750 Penalty: 2570.106445
	Iteration 1F: 3 clusters Score -328302 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -328468.156250 Penalty: 2570.106445
	Iteration 2F: 3 clusters Score -328468.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -328559.843750 Penalty: 2570.106445
	Iteration 3F: 3 clusters Score -328559.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -328623.500000 Penalty: 2570.106445
	Iteration 4Q: 3 clusters Score -328623.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -328678.031250 Penalty: 2570.106445
	Iteration 5Q: 3 clusters Score -328678 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -328723.031250 Penalty: 2570.106445
	Iteration 6Q: 3 clusters Score -328723 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -328764.812500 Penalty: 2570.106445
	Iteration 7Q: 3 clusters Score -328764.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -328809.843750 Penalty: 2570.106445
	Iteration 8Q: 3 clusters Score -328809.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -328860.437500 Penalty: 2570.106445
	Iteration 9Q: 3 clusters Score -328860.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -328896.031250 Penalty: 2570.106445
	Iteration 10Q: 3 clusters Score -328896 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -328926.562500 Penalty: 2570.106445
	Iteration 11Q: 3 clusters Score -328926.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -328944.031250 Penalty: 2570.106445
	Iteration 12Q: 3 clusters Score -328944 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -328965.406250 Penalty: 2570.106445
	Iteration 13Q: 3 clusters Score -328965.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -328988.656250 Penalty: 2570.106445
	Iteration 14Q: 3 clusters Score -328988.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -329005.062500 Penalty: 2570.106445
	Iteration 15Q: 3 clusters Score -329005.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -329017.343750 Penalty: 2570.106445
	Iteration 16Q: 3 clusters Score -329017.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -329030.000000 Penalty: 2570.106445
	Iteration 17Q: 3 clusters Score -329030 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -329039.062500 Penalty: 2570.106445
	Iteration 18Q: 3 clusters Score -329039.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -329050.125000 Penalty: 2570.106445
	Iteration 19Q: 3 clusters Score -329050.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -329058.531250 Penalty: 2570.106445
	Iteration 20F: 3 clusters Score -329058.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -329069.062500 Penalty: 2570.106445
	Iteration 21Q: 3 clusters Score -329069.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -329080.750000 Penalty: 2570.106445
	Iteration 22Q: 3 clusters Score -329080.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -329091.937500 Penalty: 2570.106445
	Iteration 23Q: 3 clusters Score -329091.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -329104.781250 Penalty: 2570.106445
	Iteration 24Q: 3 clusters Score -329104.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -329121.062500 Penalty: 2570.106445
	Iteration 25Q: 3 clusters Score -329121.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -329131.937500 Penalty: 2570.106445
	Iteration 26Q: 3 clusters Score -329131.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -329138.312500 Penalty: 2570.106445
	Iteration 27Q: 3 clusters Score -329138.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -329143.093750 Penalty: 2570.106445
	Iteration 28Q: 3 clusters Score -329143.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -329147.625000 Penalty: 2570.106445
	Iteration 29Q: 3 clusters Score -329147.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -329152.218750 Penalty: 2570.106445
	Iteration 30Q: 3 clusters Score -329152.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -329156.437500 Penalty: 2570.106445
	Iteration 31Q: 3 clusters Score -329156.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -329158.562500 Penalty: 2570.106445
	Iteration 32Q: 3 clusters Score -329158.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -329159.281250 Penalty: 2570.106445
	Iteration 33Q: 3 clusters Score -329159.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -329159.968750 Penalty: 2570.106445
	Iteration 34Q: 3 clusters Score -329160 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -329160.531250 Penalty: 2570.106445
	Iteration 35Q: 3 clusters Score -329160.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -329161.156250 Penalty: 2570.106445
	Iteration 36Q: 3 clusters Score -329161.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -329161.156250 Penalty: 2570.106445
	Iteration 37F: 3 clusters Score -329161.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (19081 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19081 members 
Entering Unmasked Estep 
Score: -2232544.250000 Penalty: 1601.672852
	Iteration 0F: 2 clusters Score -2232544 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9677 members 
Mstep: Class 2 contains 9404 members 
Entering Unmasked Estep 
Score: -2219459.250000 Penalty: 3203.345703
	Iteration 0F: 3 clusters Score -2219459 nChanged 8562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10287 members 
Mstep: Class 2 contains 8794 members 
Entering Unmasked Estep 
Score: -2224287.000000 Penalty: 3203.345703
	Iteration 1F: 3 clusters Score -2224287 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10714 members 
Mstep: Class 2 contains 8367 members 
Entering Unmasked Estep 
Score: -2224842.750000 Penalty: 3203.345703
	Iteration 2F: 3 clusters Score -2224843 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11253 members 
Mstep: Class 2 contains 7828 members 
Entering Unmasked Estep 
Score: -2225415.250000 Penalty: 3203.345703
	Iteration 3F: 3 clusters Score -2225415 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11918 members 
Mstep: Class 2 contains 7163 members 
Entering Unmasked Estep 
Score: -2226086.500000 Penalty: 3203.345703
	Iteration 4F: 3 clusters Score -2226086 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12706 members 
Mstep: Class 2 contains 6375 members 
Entering Unmasked Estep 
Score: -2226919.000000 Penalty: 3203.345703
	Iteration 5F: 3 clusters Score -2226919 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13530 members 
Mstep: Class 2 contains 5551 members 
Entering Unmasked Estep 
Score: -2227873.250000 Penalty: 3203.345703
	Iteration 6F: 3 clusters Score -2227873 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14335 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -2228744.500000 Penalty: 3203.345703
	Iteration 7F: 3 clusters Score -2228744 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14981 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -2229407.750000 Penalty: 3203.345703
	Iteration 8Q: 3 clusters Score -2229408 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15492 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -2229864.500000 Penalty: 3203.345703
	Iteration 9Q: 3 clusters Score -2229864 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15911 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -2230179.000000 Penalty: 3203.345703
	Iteration 10Q: 3 clusters Score -2230179 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16221 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -2230374.000000 Penalty: 3203.345703
	Iteration 11Q: 3 clusters Score -2230374 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16486 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -2230513.250000 Penalty: 3203.345703
	Iteration 12Q: 3 clusters Score -2230513 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16714 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -2230613.750000 Penalty: 3203.345703
	Iteration 13Q: 3 clusters Score -2230614 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16923 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -2230700.000000 Penalty: 3203.345703
	Iteration 14Q: 3 clusters Score -2230700 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17111 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -2230781.750000 Penalty: 3203.345703
	Iteration 15Q: 3 clusters Score -2230782 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17294 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -2230864.750000 Penalty: 3203.345703
	Iteration 16Q: 3 clusters Score -2230865 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17458 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -2230934.500000 Penalty: 3203.345703
	Iteration 17Q: 3 clusters Score -2230934 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17584 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -2230988.000000 Penalty: 3203.345703
	Iteration 18Q: 3 clusters Score -2230988 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17695 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -2231036.000000 Penalty: 3203.345703
	Iteration 19Q: 3 clusters Score -2231036 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17801 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -2231082.500000 Penalty: 3203.345703
	Iteration 20F: 3 clusters Score -2231082 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17899 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -2231124.500000 Penalty: 3203.345703
	Iteration 21Q: 3 clusters Score -2231124 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17976 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -2231150.750000 Penalty: 3203.345703
	Iteration 22Q: 3 clusters Score -2231151 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18038 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -2231176.500000 Penalty: 3203.345703
	Iteration 23Q: 3 clusters Score -2231176 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18080 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -2231185.250000 Penalty: 3203.345703
	Iteration 24Q: 3 clusters Score -2231185 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18125 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -2231201.750000 Penalty: 3203.345703
	Iteration 25Q: 3 clusters Score -2231202 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18166 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -2231209.750000 Penalty: 3203.345703
	Iteration 26Q: 3 clusters Score -2231210 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18205 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -2231226.750000 Penalty: 3203.345703
	Iteration 27Q: 3 clusters Score -2231227 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18245 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -2231241.250000 Penalty: 3203.345703
	Iteration 28Q: 3 clusters Score -2231241 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18284 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -2231258.000000 Penalty: 3203.345703
	Iteration 29Q: 3 clusters Score -2231258 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18319 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -2231273.250000 Penalty: 3203.345703
	Iteration 30Q: 3 clusters Score -2231273 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18345 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -2231286.500000 Penalty: 3203.345703
	Iteration 31Q: 3 clusters Score -2231286 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18364 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -2231295.750000 Penalty: 3203.345703
	Iteration 32Q: 3 clusters Score -2231296 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18381 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -2231301.000000 Penalty: 3203.345703
	Iteration 33Q: 3 clusters Score -2231301 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18394 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -2231307.750000 Penalty: 3203.345703
	Iteration 34Q: 3 clusters Score -2231308 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18405 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -2231314.500000 Penalty: 3203.345703
	Iteration 35Q: 3 clusters Score -2231314 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18419 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -2231320.750000 Penalty: 3203.345703
	Iteration 36Q: 3 clusters Score -2231321 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18428 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -2231332.750000 Penalty: 3203.345703
	Iteration 37Q: 3 clusters Score -2231333 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18441 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -2231337.250000 Penalty: 3203.345703
	Iteration 38Q: 3 clusters Score -2231337 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18452 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -2231345.250000 Penalty: 3203.345703
	Iteration 39Q: 3 clusters Score -2231345 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18465 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -2231355.500000 Penalty: 3203.345703
	Iteration 40F: 3 clusters Score -2231356 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18472 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -2231354.500000 Penalty: 3203.345703
	Iteration 41Q: 3 clusters Score -2231354 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18475 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -2231354.250000 Penalty: 3203.345703
	Iteration 42Q: 3 clusters Score -2231354 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18479 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -2231356.250000 Penalty: 3203.345703
	Iteration 43Q: 3 clusters Score -2231356 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18481 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -2231354.500000 Penalty: 3203.345703
	Iteration 44Q: 3 clusters Score -2231354 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18482 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -2231357.750000 Penalty: 3203.345703
	Iteration 45Q: 3 clusters Score -2231358 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18488 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -2231360.500000 Penalty: 3203.345703
	Iteration 46Q: 3 clusters Score -2231360 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18492 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -2231364.500000 Penalty: 3203.345703
	Iteration 47Q: 3 clusters Score -2231364 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18492 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -2231365.750000 Penalty: 3203.345703
	Iteration 48Q: 3 clusters Score -2231366 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18495 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -2231365.000000 Penalty: 3203.345703
	Iteration 49Q: 3 clusters Score -2231365 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18498 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -2231369.250000 Penalty: 3203.345703
	Iteration 50Q: 3 clusters Score -2231369 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18499 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -2231369.750000 Penalty: 3203.345703
	Iteration 51Q: 3 clusters Score -2231370 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18499 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -2231369.750000 Penalty: 3203.345703
	Iteration 52F: 3 clusters Score -2231370 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (1358 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Entering Unmasked Estep 
Score: -168182.671875 Penalty: 1172.237427
	Iteration 0F: 2 clusters Score -168182.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -166532.859375 Penalty: 2344.474854
	Iteration 0F: 3 clusters Score -166532.9 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -166842.703125 Penalty: 2344.474854
	Iteration 1F: 3 clusters Score -166842.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -166946.593750 Penalty: 2344.474854
	Iteration 2F: 3 clusters Score -166946.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -167022.468750 Penalty: 2344.474854
	Iteration 3F: 3 clusters Score -167022.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -167094.781250 Penalty: 2344.474854
	Iteration 4Q: 3 clusters Score -167094.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -167146.843750 Penalty: 2344.474854
	Iteration 5Q: 3 clusters Score -167146.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -167184.218750 Penalty: 2344.474854
	Iteration 6Q: 3 clusters Score -167184.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -167215.109375 Penalty: 2344.474854
	Iteration 7Q: 3 clusters Score -167215.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -167247.687500 Penalty: 2344.474854
	Iteration 8Q: 3 clusters Score -167247.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -167282.093750 Penalty: 2344.474854
	Iteration 9Q: 3 clusters Score -167282.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -167309.125000 Penalty: 2344.474854
	Iteration 10Q: 3 clusters Score -167309.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -167321.328125 Penalty: 2344.474854
	Iteration 11Q: 3 clusters Score -167321.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -167330.625000 Penalty: 2344.474854
	Iteration 12Q: 3 clusters Score -167330.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -167340.937500 Penalty: 2344.474854
	Iteration 13Q: 3 clusters Score -167340.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -167354.171875 Penalty: 2344.474854
	Iteration 14Q: 3 clusters Score -167354.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -167365.234375 Penalty: 2344.474854
	Iteration 15Q: 3 clusters Score -167365.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -167373.453125 Penalty: 2344.474854
	Iteration 16Q: 3 clusters Score -167373.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -167380.468750 Penalty: 2344.474854
	Iteration 17Q: 3 clusters Score -167380.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -167386.781250 Penalty: 2344.474854
	Iteration 18Q: 3 clusters Score -167386.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -167397.906250 Penalty: 2344.474854
	Iteration 19Q: 3 clusters Score -167397.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -167410.781250 Penalty: 2344.474854
	Iteration 20F: 3 clusters Score -167410.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -167417.625000 Penalty: 2344.474854
	Iteration 21Q: 3 clusters Score -167417.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -167423.656250 Penalty: 2344.474854
	Iteration 22Q: 3 clusters Score -167423.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -167427.687500 Penalty: 2344.474854
	Iteration 23Q: 3 clusters Score -167427.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -167431.015625 Penalty: 2344.474854
	Iteration 24Q: 3 clusters Score -167431 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -167435.546875 Penalty: 2344.474854
	Iteration 25Q: 3 clusters Score -167435.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -167436.593750 Penalty: 2344.474854
	Iteration 26Q: 3 clusters Score -167436.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -167436.593750 Penalty: 2344.474854
	Iteration 27F: 3 clusters Score -167436.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (14791 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14791 members 
Entering Unmasked Estep 
Score: -1871422.000000 Penalty: 1560.288330
	Iteration 0F: 2 clusters Score -1871422 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7436 members 
Mstep: Class 2 contains 7355 members 
Entering Unmasked Estep 
Score: -1861135.500000 Penalty: 3120.576660
	Iteration 0F: 3 clusters Score -1861136 nChanged 6532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7680 members 
Mstep: Class 2 contains 7111 members 
Entering Unmasked Estep 
Score: -1864728.500000 Penalty: 3120.576660
	Iteration 1F: 3 clusters Score -1864728 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7827 members 
Mstep: Class 2 contains 6964 members 
Entering Unmasked Estep 
Score: -1865072.500000 Penalty: 3120.576660
	Iteration 2F: 3 clusters Score -1865072 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8000 members 
Mstep: Class 2 contains 6791 members 
Entering Unmasked Estep 
Score: -1865371.500000 Penalty: 3120.576660
	Iteration 3Q: 3 clusters Score -1865372 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8190 members 
Mstep: Class 2 contains 6601 members 
Entering Unmasked Estep 
Score: -1865646.375000 Penalty: 3120.576660
	Iteration 4Q: 3 clusters Score -1865646 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8397 members 
Mstep: Class 2 contains 6394 members 
Entering Unmasked Estep 
Score: -1865963.875000 Penalty: 3120.576660
	Iteration 5Q: 3 clusters Score -1865964 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8645 members 
Mstep: Class 2 contains 6146 members 
Entering Unmasked Estep 
Score: -1866337.125000 Penalty: 3120.576660
	Iteration 6Q: 3 clusters Score -1866337 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8927 members 
Mstep: Class 2 contains 5864 members 
Entering Unmasked Estep 
Score: -1866790.125000 Penalty: 3120.576660
	Iteration 7F: 3 clusters Score -1866790 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9246 members 
Mstep: Class 2 contains 5545 members 
Entering Unmasked Estep 
Score: -1867255.750000 Penalty: 3120.576660
	Iteration 8F: 3 clusters Score -1867256 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9554 members 
Mstep: Class 2 contains 5237 members 
Entering Unmasked Estep 
Score: -1867752.875000 Penalty: 3120.576660
	Iteration 9Q: 3 clusters Score -1867753 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9819 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -1868234.250000 Penalty: 3120.576660
	Iteration 10Q: 3 clusters Score -1868234 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10010 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -1868604.875000 Penalty: 3120.576660
	Iteration 11Q: 3 clusters Score -1868605 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10186 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -1868846.375000 Penalty: 3120.576660
	Iteration 12Q: 3 clusters Score -1868846 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10308 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -1868991.000000 Penalty: 3120.576660
	Iteration 13Q: 3 clusters Score -1868991 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10405 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -1869067.250000 Penalty: 3120.576660
	Iteration 14Q: 3 clusters Score -1869067 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10487 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -1869122.875000 Penalty: 3120.576660
	Iteration 15Q: 3 clusters Score -1869123 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10553 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -1869155.125000 Penalty: 3120.576660
	Iteration 16Q: 3 clusters Score -1869155 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10611 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -1869176.375000 Penalty: 3120.576660
	Iteration 17Q: 3 clusters Score -1869176 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10652 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -1869190.625000 Penalty: 3120.576660
	Iteration 18Q: 3 clusters Score -1869191 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10694 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -1869197.125000 Penalty: 3120.576660
	Iteration 19Q: 3 clusters Score -1869197 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10733 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -1869207.875000 Penalty: 3120.576660
	Iteration 20F: 3 clusters Score -1869208 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10765 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -1869217.375000 Penalty: 3120.576660
	Iteration 21Q: 3 clusters Score -1869217 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10795 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -1869221.875000 Penalty: 3120.576660
	Iteration 22Q: 3 clusters Score -1869222 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10823 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -1869233.125000 Penalty: 3120.576660
	Iteration 23Q: 3 clusters Score -1869233 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10851 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -1869237.000000 Penalty: 3120.576660
	Iteration 24Q: 3 clusters Score -1869237 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10872 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -1869242.625000 Penalty: 3120.576660
	Iteration 25Q: 3 clusters Score -1869243 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10891 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -1869244.500000 Penalty: 3120.576660
	Iteration 26Q: 3 clusters Score -1869244 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10906 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -1869250.000000 Penalty: 3120.576660
	Iteration 27Q: 3 clusters Score -1869250 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10926 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -1869246.750000 Penalty: 3120.576660
	Iteration 28Q: 3 clusters Score -1869247 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10945 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -1869251.250000 Penalty: 3120.576660
	Iteration 29Q: 3 clusters Score -1869251 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10961 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -1869253.125000 Penalty: 3120.576660
	Iteration 30Q: 3 clusters Score -1869253 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10974 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -1869254.125000 Penalty: 3120.576660
	Iteration 31Q: 3 clusters Score -1869254 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10989 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -1869256.375000 Penalty: 3120.576660
	Iteration 32Q: 3 clusters Score -1869256 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11003 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -1869266.125000 Penalty: 3120.576660
	Iteration 33Q: 3 clusters Score -1869266 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11019 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -1869268.375000 Penalty: 3120.576660
	Iteration 34Q: 3 clusters Score -1869268 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11041 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -1869270.375000 Penalty: 3120.576660
	Iteration 35Q: 3 clusters Score -1869270 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11058 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -1869273.000000 Penalty: 3120.576660
	Iteration 36Q: 3 clusters Score -1869273 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11077 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -1869278.375000 Penalty: 3120.576660
	Iteration 37Q: 3 clusters Score -1869278 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11098 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -1869278.375000 Penalty: 3120.576660
	Iteration 38Q: 3 clusters Score -1869278 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11120 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -1869286.500000 Penalty: 3120.576660
	Iteration 39Q: 3 clusters Score -1869286 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11147 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -1869288.250000 Penalty: 3120.576660
	Iteration 40F: 3 clusters Score -1869288 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11167 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -1869283.000000 Penalty: 3120.576660
	Iteration 41Q: 3 clusters Score -1869283 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11193 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -1869282.625000 Penalty: 3120.576660
	Iteration 42Q: 3 clusters Score -1869283 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11209 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -1869280.750000 Penalty: 3120.576660
	Iteration 43Q: 3 clusters Score -1869281 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11223 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -1869284.750000 Penalty: 3120.576660
	Iteration 44Q: 3 clusters Score -1869285 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11241 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -1869292.000000 Penalty: 3120.576660
	Iteration 45Q: 3 clusters Score -1869292 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11266 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -1869294.250000 Penalty: 3120.576660
	Iteration 46Q: 3 clusters Score -1869294 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11293 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -1869301.375000 Penalty: 3120.576660
	Iteration 47Q: 3 clusters Score -1869301 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11314 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -1869302.500000 Penalty: 3120.576660
	Iteration 48Q: 3 clusters Score -1869302 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11336 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -1869304.000000 Penalty: 3120.576660
	Iteration 49Q: 3 clusters Score -1869304 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11353 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -1869307.375000 Penalty: 3120.576660
	Iteration 50Q: 3 clusters Score -1869307 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11378 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -1869316.375000 Penalty: 3120.576660
	Iteration 51Q: 3 clusters Score -1869316 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11411 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -1869317.125000 Penalty: 3120.576660
	Iteration 52Q: 3 clusters Score -1869317 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11439 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -1869328.250000 Penalty: 3120.576660
	Iteration 53Q: 3 clusters Score -1869328 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11464 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -1869330.500000 Penalty: 3120.576660
	Iteration 54Q: 3 clusters Score -1869330 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11484 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -1869332.250000 Penalty: 3120.576660
	Iteration 55Q: 3 clusters Score -1869332 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11506 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -1869331.500000 Penalty: 3120.576660
	Iteration 56Q: 3 clusters Score -1869332 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11530 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -1869336.500000 Penalty: 3120.576660
	Iteration 57Q: 3 clusters Score -1869336 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11559 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -1869335.000000 Penalty: 3120.576660
	Iteration 58Q: 3 clusters Score -1869335 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11583 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -1869342.125000 Penalty: 3120.576660
	Iteration 59Q: 3 clusters Score -1869342 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11601 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -1869339.750000 Penalty: 3120.576660
	Iteration 60F: 3 clusters Score -1869340 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11624 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -1869347.000000 Penalty: 3120.576660
	Iteration 61Q: 3 clusters Score -1869347 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11641 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -1869350.250000 Penalty: 3120.576660
	Iteration 62Q: 3 clusters Score -1869350 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11661 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -1869349.375000 Penalty: 3120.576660
	Iteration 63Q: 3 clusters Score -1869349 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11683 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -1869354.250000 Penalty: 3120.576660
	Iteration 64Q: 3 clusters Score -1869354 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11719 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -1869362.750000 Penalty: 3120.576660
	Iteration 65Q: 3 clusters Score -1869363 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11748 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -1869371.125000 Penalty: 3120.576660
	Iteration 66Q: 3 clusters Score -1869371 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11786 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -1869380.625000 Penalty: 3120.576660
	Iteration 67Q: 3 clusters Score -1869381 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11821 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -1869383.875000 Penalty: 3120.576660
	Iteration 68Q: 3 clusters Score -1869384 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11857 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -1869397.625000 Penalty: 3120.576660
	Iteration 69Q: 3 clusters Score -1869398 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11904 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -1869404.625000 Penalty: 3120.576660
	Iteration 70Q: 3 clusters Score -1869405 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11952 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -1869413.375000 Penalty: 3120.576660
	Iteration 71Q: 3 clusters Score -1869413 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12002 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -1869420.500000 Penalty: 3120.576660
	Iteration 72Q: 3 clusters Score -1869420 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12057 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -1869433.625000 Penalty: 3120.576660
	Iteration 73Q: 3 clusters Score -1869434 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12113 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -1869448.625000 Penalty: 3120.576660
	Iteration 74Q: 3 clusters Score -1869449 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12165 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -1869464.875000 Penalty: 3120.576660
	Iteration 75Q: 3 clusters Score -1869465 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12209 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -1869473.500000 Penalty: 3120.576660
	Iteration 76Q: 3 clusters Score -1869474 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12267 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -1869487.875000 Penalty: 3120.576660
	Iteration 77Q: 3 clusters Score -1869488 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12322 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -1869501.875000 Penalty: 3120.576660
	Iteration 78Q: 3 clusters Score -1869502 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12380 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -1869517.000000 Penalty: 3120.576660
	Iteration 79Q: 3 clusters Score -1869517 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12433 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -1869523.375000 Penalty: 3120.576660
	Iteration 80F: 3 clusters Score -1869523 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12484 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -1869538.125000 Penalty: 3120.576660
	Iteration 81Q: 3 clusters Score -1869538 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12548 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -1869554.500000 Penalty: 3120.576660
	Iteration 82Q: 3 clusters Score -1869554 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12621 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -1869579.125000 Penalty: 3120.576660
	Iteration 83Q: 3 clusters Score -1869579 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12693 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -1869600.375000 Penalty: 3120.576660
	Iteration 84Q: 3 clusters Score -1869600 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12762 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -1869615.500000 Penalty: 3120.576660
	Iteration 85Q: 3 clusters Score -1869616 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12819 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -1869635.750000 Penalty: 3120.576660
	Iteration 86Q: 3 clusters Score -1869636 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12872 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -1869648.500000 Penalty: 3120.576660
	Iteration 87Q: 3 clusters Score -1869648 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12925 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -1869665.375000 Penalty: 3120.576660
	Iteration 88Q: 3 clusters Score -1869665 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12984 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -1869681.125000 Penalty: 3120.576660
	Iteration 89Q: 3 clusters Score -1869681 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13041 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -1869695.125000 Penalty: 3120.576660
	Iteration 90Q: 3 clusters Score -1869695 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13092 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -1869717.500000 Penalty: 3120.576660
	Iteration 91Q: 3 clusters Score -1869718 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13144 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -1869733.625000 Penalty: 3120.576660
	Iteration 92Q: 3 clusters Score -1869734 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13196 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -1869751.250000 Penalty: 3120.576660
	Iteration 93Q: 3 clusters Score -1869751 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13251 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -1869766.375000 Penalty: 3120.576660
	Iteration 94Q: 3 clusters Score -1869766 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13311 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -1869790.875000 Penalty: 3120.576660
	Iteration 95Q: 3 clusters Score -1869791 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13368 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -1869807.750000 Penalty: 3120.576660
	Iteration 96Q: 3 clusters Score -1869808 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13409 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -1869820.750000 Penalty: 3120.576660
	Iteration 97Q: 3 clusters Score -1869821 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13458 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -1869843.750000 Penalty: 3120.576660
	Iteration 98Q: 3 clusters Score -1869844 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13509 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -1869862.125000 Penalty: 3120.576660
	Iteration 99Q: 3 clusters Score -1869862 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13556 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -1869882.250000 Penalty: 3120.576660
	Iteration 100F: 3 clusters Score -1869882 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13600 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -1869905.000000 Penalty: 3120.576660
	Iteration 101Q: 3 clusters Score -1869905 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13637 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -1869919.125000 Penalty: 3120.576660
	Iteration 102Q: 3 clusters Score -1869919 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13665 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -1869932.125000 Penalty: 3120.576660
	Iteration 103Q: 3 clusters Score -1869932 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13701 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -1869941.625000 Penalty: 3120.576660
	Iteration 104Q: 3 clusters Score -1869942 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13728 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -1869956.875000 Penalty: 3120.576660
	Iteration 105Q: 3 clusters Score -1869957 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13757 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -1869963.750000 Penalty: 3120.576660
	Iteration 106Q: 3 clusters Score -1869964 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13780 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -1869980.375000 Penalty: 3120.576660
	Iteration 107Q: 3 clusters Score -1869980 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13801 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -1869985.125000 Penalty: 3120.576660
	Iteration 108Q: 3 clusters Score -1869985 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13814 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -1869989.750000 Penalty: 3120.576660
	Iteration 109Q: 3 clusters Score -1869990 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13824 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -1869994.000000 Penalty: 3120.576660
	Iteration 110Q: 3 clusters Score -1869994 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13842 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -1870004.000000 Penalty: 3120.576660
	Iteration 111Q: 3 clusters Score -1870004 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13859 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -1870014.875000 Penalty: 3120.576660
	Iteration 112Q: 3 clusters Score -1870015 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13877 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -1870020.375000 Penalty: 3120.576660
	Iteration 113Q: 3 clusters Score -1870020 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13898 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -1870028.375000 Penalty: 3120.576660
	Iteration 114Q: 3 clusters Score -1870028 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13916 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -1870035.750000 Penalty: 3120.576660
	Iteration 115Q: 3 clusters Score -1870036 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13931 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -1870040.625000 Penalty: 3120.576660
	Iteration 116Q: 3 clusters Score -1870041 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13946 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -1870044.250000 Penalty: 3120.576660
	Iteration 117Q: 3 clusters Score -1870044 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13949 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -1870049.125000 Penalty: 3120.576660
	Iteration 118Q: 3 clusters Score -1870049 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13954 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -1870047.125000 Penalty: 3120.576660
	Iteration 119Q: 3 clusters Score -1870047 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13960 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -1870053.625000 Penalty: 3120.576660
	Iteration 120F: 3 clusters Score -1870054 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13967 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -1870055.750000 Penalty: 3120.576660
	Iteration 121Q: 3 clusters Score -1870056 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13972 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -1870057.875000 Penalty: 3120.576660
	Iteration 122Q: 3 clusters Score -1870058 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13978 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -1870059.750000 Penalty: 3120.576660
	Iteration 123Q: 3 clusters Score -1870060 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13985 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -1870066.000000 Penalty: 3120.576660
	Iteration 124Q: 3 clusters Score -1870066 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13994 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -1870071.125000 Penalty: 3120.576660
	Iteration 125Q: 3 clusters Score -1870071 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13999 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -1870073.250000 Penalty: 3120.576660
	Iteration 126Q: 3 clusters Score -1870073 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14002 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -1870074.375000 Penalty: 3120.576660
	Iteration 127Q: 3 clusters Score -1870074 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14002 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -1870074.750000 Penalty: 3120.576660
	Iteration 128Q: 3 clusters Score -1870075 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14004 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -1870075.375000 Penalty: 3120.576660
	Iteration 129Q: 3 clusters Score -1870075 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14005 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -1870077.000000 Penalty: 3120.576660
	Iteration 130Q: 3 clusters Score -1870077 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14009 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -1870079.000000 Penalty: 3120.576660
	Iteration 131Q: 3 clusters Score -1870079 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14011 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -1870079.125000 Penalty: 3120.576660
	Iteration 132Q: 3 clusters Score -1870079 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14013 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -1870081.625000 Penalty: 3120.576660
	Iteration 133Q: 3 clusters Score -1870082 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14018 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -1870085.000000 Penalty: 3120.576660
	Iteration 134Q: 3 clusters Score -1870085 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14026 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -1870088.125000 Penalty: 3120.576660
	Iteration 135Q: 3 clusters Score -1870088 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14037 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -1870093.875000 Penalty: 3120.576660
	Iteration 136Q: 3 clusters Score -1870094 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14045 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -1870097.250000 Penalty: 3120.576660
	Iteration 137Q: 3 clusters Score -1870097 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14055 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -1870100.125000 Penalty: 3120.576660
	Iteration 138Q: 3 clusters Score -1870100 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14063 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -1870103.750000 Penalty: 3120.576660
	Iteration 139Q: 3 clusters Score -1870104 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14070 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -1870105.750000 Penalty: 3120.576660
	Iteration 140F: 3 clusters Score -1870106 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14076 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -1870107.875000 Penalty: 3120.576660
	Iteration 141Q: 3 clusters Score -1870108 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14083 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -1870111.750000 Penalty: 3120.576660
	Iteration 142Q: 3 clusters Score -1870112 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14092 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -1870117.125000 Penalty: 3120.576660
	Iteration 143Q: 3 clusters Score -1870117 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14097 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -1870119.500000 Penalty: 3120.576660
	Iteration 144Q: 3 clusters Score -1870120 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14099 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -1870120.375000 Penalty: 3120.576660
	Iteration 145Q: 3 clusters Score -1870120 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14100 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -1870119.875000 Penalty: 3120.576660
	Iteration 146Q: 3 clusters Score -1870120 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14100 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -1870119.875000 Penalty: 3120.576660
	Iteration 147F: 3 clusters Score -1870120 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (1937 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Entering Unmasked Estep 
Score: -264688.875000 Penalty: 1229.945557
	Iteration 0F: 2 clusters Score -264688.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -262652.437500 Penalty: 2459.891113
	Iteration 0F: 3 clusters Score -262652.4 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -263054.281250 Penalty: 2459.891113
	Iteration 1F: 3 clusters Score -263054.3 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -263134.812500 Penalty: 2459.891113
	Iteration 2F: 3 clusters Score -263134.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -263173.093750 Penalty: 2459.891113
	Iteration 3Q: 3 clusters Score -263173.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -263210.906250 Penalty: 2459.891113
	Iteration 4Q: 3 clusters Score -263210.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -263242.625000 Penalty: 2459.891113
	Iteration 5Q: 3 clusters Score -263242.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -263265.781250 Penalty: 2459.891113
	Iteration 6Q: 3 clusters Score -263265.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -263277.062500 Penalty: 2459.891113
	Iteration 7Q: 3 clusters Score -263277.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -263284.937500 Penalty: 2459.891113
	Iteration 8Q: 3 clusters Score -263284.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -263295.937500 Penalty: 2459.891113
	Iteration 9Q: 3 clusters Score -263295.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -263301.937500 Penalty: 2459.891113
	Iteration 10Q: 3 clusters Score -263301.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -263307.031250 Penalty: 2459.891113
	Iteration 11Q: 3 clusters Score -263307 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -263309.593750 Penalty: 2459.891113
	Iteration 12Q: 3 clusters Score -263309.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -263312.218750 Penalty: 2459.891113
	Iteration 13Q: 3 clusters Score -263312.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -263314.156250 Penalty: 2459.891113
	Iteration 14Q: 3 clusters Score -263314.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -263315.406250 Penalty: 2459.891113
	Iteration 15Q: 3 clusters Score -263315.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -263316.656250 Penalty: 2459.891113
	Iteration 16Q: 3 clusters Score -263316.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -263316.656250 Penalty: 2459.891113
	Iteration 17F: 3 clusters Score -263316.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (1131 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Entering Unmasked Estep 
Score: -134636.484375 Penalty: 1142.514404
	Iteration 0F: 2 clusters Score -134636.5 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 602 members 
Entering Unmasked Estep 
Score: -133171.000000 Penalty: 2285.028809
	Iteration 0F: 3 clusters Score -133171 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -133617.234375 Penalty: 2285.028809
	Iteration 1F: 3 clusters Score -133617.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -133933.671875 Penalty: 2285.028809
	Iteration 2F: 3 clusters Score -133933.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -134108.406250 Penalty: 2285.028809
	Iteration 3F: 3 clusters Score -134108.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -134200.328125 Penalty: 2285.028809
	Iteration 4Q: 3 clusters Score -134200.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -134255.781250 Penalty: 2285.028809
	Iteration 5Q: 3 clusters Score -134255.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -134291.578125 Penalty: 2285.028809
	Iteration 6Q: 3 clusters Score -134291.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -134322.812500 Penalty: 2285.028809
	Iteration 7Q: 3 clusters Score -134322.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -134353.906250 Penalty: 2285.028809
	Iteration 8Q: 3 clusters Score -134353.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -134365.718750 Penalty: 2285.028809
	Iteration 9Q: 3 clusters Score -134365.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -134372.437500 Penalty: 2285.028809
	Iteration 10Q: 3 clusters Score -134372.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -134373.812500 Penalty: 2285.028809
	Iteration 11Q: 3 clusters Score -134373.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -134373.812500 Penalty: 2285.028809
	Iteration 12F: 3 clusters Score -134373.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (4232 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Entering Unmasked Estep 
Score: -534763.500000 Penalty: 1356.944824
	Iteration 0F: 2 clusters Score -534763.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -531277.812500 Penalty: 2713.889648
	Iteration 0F: 3 clusters Score -531277.8 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -532199.687500 Penalty: 2713.889648
	Iteration 1F: 3 clusters Score -532199.7 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -532399.937500 Penalty: 2713.889648
	Iteration 2F: 3 clusters Score -532399.9 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -532535.937500 Penalty: 2713.889648
	Iteration 3F: 3 clusters Score -532535.9 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -532661.750000 Penalty: 2713.889648
	Iteration 4Q: 3 clusters Score -532661.8 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -532756.000000 Penalty: 2713.889648
	Iteration 5Q: 3 clusters Score -532756 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -532838.187500 Penalty: 2713.889648
	Iteration 6Q: 3 clusters Score -532838.2 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -532917.500000 Penalty: 2713.889648
	Iteration 7Q: 3 clusters Score -532917.5 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -532997.312500 Penalty: 2713.889648
	Iteration 8Q: 3 clusters Score -532997.3 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -533085.687500 Penalty: 2713.889648
	Iteration 9Q: 3 clusters Score -533085.7 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -533206.562500 Penalty: 2713.889648
	Iteration 10Q: 3 clusters Score -533206.6 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -533335.000000 Penalty: 2713.889648
	Iteration 11Q: 3 clusters Score -533335 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -533512.375000 Penalty: 2713.889648
	Iteration 12Q: 3 clusters Score -533512.4 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -533796.062500 Penalty: 2713.889648
	Iteration 13Q: 3 clusters Score -533796.1 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -534115.812500 Penalty: 2713.889648
	Iteration 14F: 3 clusters Score -534115.8 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -534306.375000 Penalty: 2713.889648
	Iteration 15Q: 3 clusters Score -534306.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -534466.562500 Penalty: 2713.889648
	Iteration 16Q: 3 clusters Score -534466.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -534544.312500 Penalty: 2713.889648
	Iteration 17Q: 3 clusters Score -534544.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -534575.375000 Penalty: 2713.889648
	Iteration 18Q: 3 clusters Score -534575.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -534596.125000 Penalty: 2713.889648
	Iteration 19Q: 3 clusters Score -534596.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -534603.062500 Penalty: 2713.889648
	Iteration 20F: 3 clusters Score -534603.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -534607.750000 Penalty: 2713.889648
	Iteration 21Q: 3 clusters Score -534607.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -534609.875000 Penalty: 2713.889648
	Iteration 22Q: 3 clusters Score -534609.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -534611.437500 Penalty: 2713.889648
	Iteration 23Q: 3 clusters Score -534611.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -534610.437500 Penalty: 2713.889648
	Iteration 24Q: 3 clusters Score -534610.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -534611.625000 Penalty: 2713.889648
	Iteration 25Q: 3 clusters Score -534611.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -534612.750000 Penalty: 2713.889648
	Iteration 26Q: 3 clusters Score -534612.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -534612.750000 Penalty: 2713.889648
	Iteration 27F: 3 clusters Score -534612.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (3878 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Entering Unmasked Estep 
Score: -415359.687500 Penalty: 1342.749634
	Iteration 0F: 2 clusters Score -415359.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -412120.593750 Penalty: 2685.499268
	Iteration 0F: 3 clusters Score -412120.6 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -413093.375000 Penalty: 2685.499268
	Iteration 1F: 3 clusters Score -413093.4 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -413354.843750 Penalty: 2685.499268
	Iteration 2F: 3 clusters Score -413354.8 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -413619.187500 Penalty: 2685.499268
	Iteration 3F: 3 clusters Score -413619.2 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -413836.687500 Penalty: 2685.499268
	Iteration 4F: 3 clusters Score -413836.7 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -414012.625000 Penalty: 2685.499268
	Iteration 5F: 3 clusters Score -414012.6 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -414126.000000 Penalty: 2685.499268
	Iteration 6Q: 3 clusters Score -414126 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -414184.125000 Penalty: 2685.499268
	Iteration 7Q: 3 clusters Score -414184.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -414224.625000 Penalty: 2685.499268
	Iteration 8Q: 3 clusters Score -414224.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -414255.312500 Penalty: 2685.499268
	Iteration 9Q: 3 clusters Score -414255.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -414276.218750 Penalty: 2685.499268
	Iteration 10Q: 3 clusters Score -414276.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -414287.375000 Penalty: 2685.499268
	Iteration 11Q: 3 clusters Score -414287.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -414296.093750 Penalty: 2685.499268
	Iteration 12Q: 3 clusters Score -414296.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -414303.187500 Penalty: 2685.499268
	Iteration 13Q: 3 clusters Score -414303.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -414311.843750 Penalty: 2685.499268
	Iteration 14Q: 3 clusters Score -414311.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -414317.312500 Penalty: 2685.499268
	Iteration 15Q: 3 clusters Score -414317.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -414318.562500 Penalty: 2685.499268
	Iteration 16Q: 3 clusters Score -414318.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -414321.500000 Penalty: 2685.499268
	Iteration 17Q: 3 clusters Score -414321.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -414324.625000 Penalty: 2685.499268
	Iteration 18Q: 3 clusters Score -414324.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -414327.437500 Penalty: 2685.499268
	Iteration 19Q: 3 clusters Score -414327.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -414331.718750 Penalty: 2685.499268
	Iteration 20F: 3 clusters Score -414331.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -414335.093750 Penalty: 2685.499268
	Iteration 21Q: 3 clusters Score -414335.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -414341.500000 Penalty: 2685.499268
	Iteration 22Q: 3 clusters Score -414341.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -414349.843750 Penalty: 2685.499268
	Iteration 23Q: 3 clusters Score -414349.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -414358.437500 Penalty: 2685.499268
	Iteration 24Q: 3 clusters Score -414358.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -414368.750000 Penalty: 2685.499268
	Iteration 25Q: 3 clusters Score -414368.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -414374.375000 Penalty: 2685.499268
	Iteration 26Q: 3 clusters Score -414374.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -414378.687500 Penalty: 2685.499268
	Iteration 27Q: 3 clusters Score -414378.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -414384.218750 Penalty: 2685.499268
	Iteration 28Q: 3 clusters Score -414384.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -414389.562500 Penalty: 2685.499268
	Iteration 29Q: 3 clusters Score -414389.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -414395.093750 Penalty: 2685.499268
	Iteration 30Q: 3 clusters Score -414395.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -414398.125000 Penalty: 2685.499268
	Iteration 31Q: 3 clusters Score -414398.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -414400.343750 Penalty: 2685.499268
	Iteration 32Q: 3 clusters Score -414400.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -414401.875000 Penalty: 2685.499268
	Iteration 33Q: 3 clusters Score -414401.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -414402.125000 Penalty: 2685.499268
	Iteration 34Q: 3 clusters Score -414402.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -414402.125000 Penalty: 2685.499268
	Iteration 35F: 3 clusters Score -414402.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (3173 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Entering Unmasked Estep 
Score: -390974.062500 Penalty: 1310.145386
	Iteration 0F: 2 clusters Score -390974.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -388151.343750 Penalty: 2620.290771
	Iteration 0F: 3 clusters Score -388151.3 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -388882.062500 Penalty: 2620.290771
	Iteration 1F: 3 clusters Score -388882.1 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -389108.375000 Penalty: 2620.290771
	Iteration 2F: 3 clusters Score -389108.4 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -389264.968750 Penalty: 2620.290771
	Iteration 3F: 3 clusters Score -389265 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -389359.718750 Penalty: 2620.290771
	Iteration 4Q: 3 clusters Score -389359.7 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -389435.687500 Penalty: 2620.290771
	Iteration 5Q: 3 clusters Score -389435.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -389484.656250 Penalty: 2620.290771
	Iteration 6Q: 3 clusters Score -389484.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -389523.781250 Penalty: 2620.290771
	Iteration 7Q: 3 clusters Score -389523.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -389560.718750 Penalty: 2620.290771
	Iteration 8Q: 3 clusters Score -389560.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -389602.687500 Penalty: 2620.290771
	Iteration 9Q: 3 clusters Score -389602.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -389648.062500 Penalty: 2620.290771
	Iteration 10Q: 3 clusters Score -389648.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -389712.343750 Penalty: 2620.290771
	Iteration 11Q: 3 clusters Score -389712.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -389799.906250 Penalty: 2620.290771
	Iteration 12Q: 3 clusters Score -389799.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -389911.906250 Penalty: 2620.290771
	Iteration 13Q: 3 clusters Score -389911.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -390042.968750 Penalty: 2620.290771
	Iteration 14Q: 3 clusters Score -390043 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -390214.250000 Penalty: 2620.290771
	Iteration 15Q: 3 clusters Score -390214.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -390408.468750 Penalty: 2620.290771
	Iteration 16Q: 3 clusters Score -390408.5 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -390655.375000 Penalty: 2620.290771
	Iteration 17Q: 3 clusters Score -390655.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -390849.937500 Penalty: 2620.290771
	Iteration 18Q: 3 clusters Score -390849.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -390929.187500 Penalty: 2620.290771
	Iteration 19Q: 3 clusters Score -390929.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -390969.781250 Penalty: 2620.290771
	Iteration 20F: 3 clusters Score -390969.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -390987.875000 Penalty: 2620.290771
	Iteration 21Q: 3 clusters Score -390987.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -390994.750000 Penalty: 2620.290771
	Iteration 22Q: 3 clusters Score -390994.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -390996.500000 Penalty: 2620.290771
	Iteration 23Q: 3 clusters Score -390996.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -390997.781250 Penalty: 2620.290771
	Iteration 24Q: 3 clusters Score -390997.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -390997.937500 Penalty: 2620.290771
	Iteration 25Q: 3 clusters Score -390997.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -390997.937500 Penalty: 2620.290771
	Iteration 26F: 3 clusters Score -390997.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 5613 members 
Mstep: Class 3 contains 5349 members 
Mstep: Class 4 contains 35075 members 
Mstep: Class 5 contains 95955 members 
Mstep: Class 6 contains 461 members 
Mstep: Class 7 contains 17721 members 
Mstep: Class 8 contains 152445 members 
Mstep: Class 9 contains 8749 members 
Mstep: Class 10 contains 2181 members 
Mstep: Class 11 contains 452 members 
Mstep: Class 12 contains 17971 members 
Mstep: Class 13 contains 1414 members 
Mstep: Class 14 contains 1877 members 
Mstep: Class 15 contains 8217 members 
Mstep: Class 16 contains 39002 members 
Mstep: Class 17 contains 56531 members 
Mstep: Class 18 contains 2376 members 
Mstep: Class 19 contains 11501 members 
Mstep: Class 20 contains 38757 members 
Mstep: Class 21 contains 8069 members 
Mstep: Class 22 contains 12588 members 
Mstep: Class 23 contains 3025 members 
Mstep: Class 24 contains 39452 members 
Mstep: Class 25 contains 9284 members 
Mstep: Class 26 contains 3995 members 
Mstep: Class 27 contains 8842 members 
Mstep: Class 28 contains 3810 members 
Mstep: Class 29 contains 7951 members 
Mstep: Class 30 contains 6672 members 
Mstep: Class 31 contains 23299 members 
Mstep: Class 32 contains 39853 members 
Mstep: Class 33 contains 17923 members 
Mstep: Class 34 contains 3662 members 
Mstep: Class 35 contains 11435 members 
Mstep: Class 36 contains 2463 members 
Mstep: Class 37 contains 2719 members 
Mstep: Class 38 contains 19081 members 
Mstep: Class 39 contains 1358 members 
Mstep: Class 40 contains 14791 members 
Mstep: Class 41 contains 1937 members 
Mstep: Class 42 contains 1131 members 
Mstep: Class 43 contains 4232 members 
Mstep: Class 44 contains 3878 members 
Mstep: Class 45 contains 1768 members 
Mstep: Class 46 contains 4960 members 
Mstep: Class 47 contains 12319 members 
Mstep: Class 48 contains 2915 members 
Mstep: Class 49 contains 8050 members 
Mstep: Class 50 contains 27408 members 
Mstep: Class 51 contains 3318 members 
Mstep: Class 52 contains 1405 members 
Entering Unmasked Estep 
Score: -100304968.000000 Penalty: 115070.648438
Splitting cluster 45 changes total score from -100305696.000000 to -100304968.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 46 (4960 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Entering Unmasked Estep 
Score: -607028.562500 Penalty: 1382.738647
	Iteration 0F: 2 clusters Score -607028.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -603063.562500 Penalty: 2765.477295
	Iteration 0F: 3 clusters Score -603063.6 nChanged 2005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -604123.687500 Penalty: 2765.477295
	Iteration 1F: 3 clusters Score -604123.7 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -604323.375000 Penalty: 2765.477295
	Iteration 2F: 3 clusters Score -604323.4 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -604449.062500 Penalty: 2765.477295
	Iteration 3F: 3 clusters Score -604449.1 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -604546.750000 Penalty: 2765.477295
	Iteration 4Q: 3 clusters Score -604546.8 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -604628.250000 Penalty: 2765.477295
	Iteration 5Q: 3 clusters Score -604628.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -604685.375000 Penalty: 2765.477295
	Iteration 6Q: 3 clusters Score -604685.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -604748.187500 Penalty: 2765.477295
	Iteration 7Q: 3 clusters Score -604748.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -604801.312500 Penalty: 2765.477295
	Iteration 8Q: 3 clusters Score -604801.3 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -604854.187500 Penalty: 2765.477295
	Iteration 9Q: 3 clusters Score -604854.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -604925.375000 Penalty: 2765.477295
	Iteration 10Q: 3 clusters Score -604925.4 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -605003.187500 Penalty: 2765.477295
	Iteration 11Q: 3 clusters Score -605003.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -605094.500000 Penalty: 2765.477295
	Iteration 12Q: 3 clusters Score -605094.5 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -605190.062500 Penalty: 2765.477295
	Iteration 13Q: 3 clusters Score -605190.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -605263.437500 Penalty: 2765.477295
	Iteration 14Q: 3 clusters Score -605263.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -605344.562500 Penalty: 2765.477295
	Iteration 15Q: 3 clusters Score -605344.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -605426.312500 Penalty: 2765.477295
	Iteration 16Q: 3 clusters Score -605426.3 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -605504.125000 Penalty: 2765.477295
	Iteration 17Q: 3 clusters Score -605504.1 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -605600.312500 Penalty: 2765.477295
	Iteration 18Q: 3 clusters Score -605600.3 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -605686.250000 Penalty: 2765.477295
	Iteration 19Q: 3 clusters Score -605686.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -605741.625000 Penalty: 2765.477295
	Iteration 20F: 3 clusters Score -605741.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -605791.500000 Penalty: 2765.477295
	Iteration 21Q: 3 clusters Score -605791.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -605836.750000 Penalty: 2765.477295
	Iteration 22Q: 3 clusters Score -605836.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -605876.937500 Penalty: 2765.477295
	Iteration 23Q: 3 clusters Score -605876.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -605915.750000 Penalty: 2765.477295
	Iteration 24Q: 3 clusters Score -605915.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -605940.562500 Penalty: 2765.477295
	Iteration 25Q: 3 clusters Score -605940.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -605957.875000 Penalty: 2765.477295
	Iteration 26Q: 3 clusters Score -605957.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -605975.062500 Penalty: 2765.477295
	Iteration 27Q: 3 clusters Score -605975.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -605991.375000 Penalty: 2765.477295
	Iteration 28Q: 3 clusters Score -605991.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -606003.437500 Penalty: 2765.477295
	Iteration 29Q: 3 clusters Score -606003.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -606017.375000 Penalty: 2765.477295
	Iteration 30Q: 3 clusters Score -606017.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -606025.375000 Penalty: 2765.477295
	Iteration 31Q: 3 clusters Score -606025.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -606032.125000 Penalty: 2765.477295
	Iteration 32Q: 3 clusters Score -606032.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -606033.562500 Penalty: 2765.477295
	Iteration 33Q: 3 clusters Score -606033.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -606034.687500 Penalty: 2765.477295
	Iteration 34Q: 3 clusters Score -606034.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -606034.687500 Penalty: 2765.477295
	Iteration 35F: 3 clusters Score -606034.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (12319 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12319 members 
Entering Unmasked Estep 
Score: -1560928.375000 Penalty: 1530.570923
	Iteration 0F: 2 clusters Score -1560928 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6099 members 
Mstep: Class 2 contains 6220 members 
Entering Unmasked Estep 
Score: -1552351.500000 Penalty: 3061.141846
	Iteration 0F: 3 clusters Score -1552352 nChanged 5342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5731 members 
Mstep: Class 2 contains 6588 members 
Entering Unmasked Estep 
Score: -1555234.500000 Penalty: 3061.141846
	Iteration 1F: 3 clusters Score -1555234 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5470 members 
Mstep: Class 2 contains 6849 members 
Entering Unmasked Estep 
Score: -1555558.625000 Penalty: 3061.141846
	Iteration 2F: 3 clusters Score -1555559 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 7120 members 
Entering Unmasked Estep 
Score: -1555893.625000 Penalty: 3061.141846
	Iteration 3F: 3 clusters Score -1555894 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 7470 members 
Entering Unmasked Estep 
Score: -1556253.125000 Penalty: 3061.141846
	Iteration 4F: 3 clusters Score -1556253 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 7884 members 
Entering Unmasked Estep 
Score: -1556637.875000 Penalty: 3061.141846
	Iteration 5F: 3 clusters Score -1556638 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 8402 members 
Entering Unmasked Estep 
Score: -1557049.750000 Penalty: 3061.141846
	Iteration 6F: 3 clusters Score -1557050 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 8944 members 
Entering Unmasked Estep 
Score: -1557427.125000 Penalty: 3061.141846
	Iteration 7F: 3 clusters Score -1557427 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 9493 members 
Entering Unmasked Estep 
Score: -1557813.125000 Penalty: 3061.141846
	Iteration 8Q: 3 clusters Score -1557813 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 10056 members 
Entering Unmasked Estep 
Score: -1558234.875000 Penalty: 3061.141846
	Iteration 9Q: 3 clusters Score -1558235 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 10569 members 
Entering Unmasked Estep 
Score: -1558618.375000 Penalty: 3061.141846
	Iteration 10Q: 3 clusters Score -1558618 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 11008 members 
Entering Unmasked Estep 
Score: -1558950.375000 Penalty: 3061.141846
	Iteration 11Q: 3 clusters Score -1558950 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 11328 members 
Entering Unmasked Estep 
Score: -1559204.000000 Penalty: 3061.141846
	Iteration 12Q: 3 clusters Score -1559204 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 11564 members 
Entering Unmasked Estep 
Score: -1559382.375000 Penalty: 3061.141846
	Iteration 13Q: 3 clusters Score -1559382 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 11698 members 
Entering Unmasked Estep 
Score: -1559481.875000 Penalty: 3061.141846
	Iteration 14Q: 3 clusters Score -1559482 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 11781 members 
Entering Unmasked Estep 
Score: -1559543.750000 Penalty: 3061.141846
	Iteration 15Q: 3 clusters Score -1559544 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 11837 members 
Entering Unmasked Estep 
Score: -1559591.750000 Penalty: 3061.141846
	Iteration 16Q: 3 clusters Score -1559592 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 11883 members 
Entering Unmasked Estep 
Score: -1559632.375000 Penalty: 3061.141846
	Iteration 17Q: 3 clusters Score -1559632 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 11916 members 
Entering Unmasked Estep 
Score: -1559660.250000 Penalty: 3061.141846
	Iteration 18Q: 3 clusters Score -1559660 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 11939 members 
Entering Unmasked Estep 
Score: -1559681.375000 Penalty: 3061.141846
	Iteration 19Q: 3 clusters Score -1559681 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 11948 members 
Entering Unmasked Estep 
Score: -1559692.000000 Penalty: 3061.141846
	Iteration 20F: 3 clusters Score -1559692 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 11955 members 
Entering Unmasked Estep 
Score: -1559695.375000 Penalty: 3061.141846
	Iteration 21Q: 3 clusters Score -1559695 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 11961 members 
Entering Unmasked Estep 
Score: -1559701.500000 Penalty: 3061.141846
	Iteration 22Q: 3 clusters Score -1559702 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 11963 members 
Entering Unmasked Estep 
Score: -1559703.375000 Penalty: 3061.141846
	Iteration 23Q: 3 clusters Score -1559703 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 11966 members 
Entering Unmasked Estep 
Score: -1559706.875000 Penalty: 3061.141846
	Iteration 24Q: 3 clusters Score -1559707 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 11971 members 
Entering Unmasked Estep 
Score: -1559715.000000 Penalty: 3061.141846
	Iteration 25Q: 3 clusters Score -1559715 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 11975 members 
Entering Unmasked Estep 
Score: -1559716.250000 Penalty: 3061.141846
	Iteration 26Q: 3 clusters Score -1559716 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 11977 members 
Entering Unmasked Estep 
Score: -1559718.625000 Penalty: 3061.141846
	Iteration 27Q: 3 clusters Score -1559719 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 11978 members 
Entering Unmasked Estep 
Score: -1559720.000000 Penalty: 3061.141846
	Iteration 28Q: 3 clusters Score -1559720 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 11980 members 
Entering Unmasked Estep 
Score: -1559722.375000 Penalty: 3061.141846
	Iteration 29Q: 3 clusters Score -1559722 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 11982 members 
Entering Unmasked Estep 
Score: -1559728.500000 Penalty: 3061.141846
	Iteration 30Q: 3 clusters Score -1559728 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 11985 members 
Entering Unmasked Estep 
Score: -1559726.875000 Penalty: 3061.141846
	Iteration 31Q: 3 clusters Score -1559727 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 11986 members 
Entering Unmasked Estep 
Score: -1559727.625000 Penalty: 3061.141846
	Iteration 32Q: 3 clusters Score -1559728 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 11986 members 
Entering Unmasked Estep 
Score: -1559731.250000 Penalty: 3061.141846
	Iteration 33Q: 3 clusters Score -1559731 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 11989 members 
Entering Unmasked Estep 
Score: -1559730.750000 Penalty: 3061.141846
	Iteration 34Q: 3 clusters Score -1559731 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 11990 members 
Entering Unmasked Estep 
Score: -1559730.250000 Penalty: 3061.141846
	Iteration 35Q: 3 clusters Score -1559730 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 11992 members 
Entering Unmasked Estep 
Score: -1559732.125000 Penalty: 3061.141846
	Iteration 36Q: 3 clusters Score -1559732 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 11995 members 
Entering Unmasked Estep 
Score: -1559733.875000 Penalty: 3061.141846
	Iteration 37Q: 3 clusters Score -1559734 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 11999 members 
Entering Unmasked Estep 
Score: -1559738.875000 Penalty: 3061.141846
	Iteration 38Q: 3 clusters Score -1559739 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 12002 members 
Entering Unmasked Estep 
Score: -1559745.250000 Penalty: 3061.141846
	Iteration 39Q: 3 clusters Score -1559745 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 12005 members 
Entering Unmasked Estep 
Score: -1559745.750000 Penalty: 3061.141846
	Iteration 40F: 3 clusters Score -1559746 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 12008 members 
Entering Unmasked Estep 
Score: -1559748.250000 Penalty: 3061.141846
	Iteration 41Q: 3 clusters Score -1559748 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 12009 members 
Entering Unmasked Estep 
Score: -1559753.000000 Penalty: 3061.141846
	Iteration 42Q: 3 clusters Score -1559753 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 12010 members 
Entering Unmasked Estep 
Score: -1559752.250000 Penalty: 3061.141846
	Iteration 43Q: 3 clusters Score -1559752 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 12011 members 
Entering Unmasked Estep 
Score: -1559754.500000 Penalty: 3061.141846
	Iteration 44Q: 3 clusters Score -1559754 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 12012 members 
Entering Unmasked Estep 
Score: -1559755.000000 Penalty: 3061.141846
	Iteration 45Q: 3 clusters Score -1559755 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 12014 members 
Entering Unmasked Estep 
Score: -1559756.000000 Penalty: 3061.141846
	Iteration 46Q: 3 clusters Score -1559756 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 12015 members 
Entering Unmasked Estep 
Score: -1559756.125000 Penalty: 3061.141846
	Iteration 47Q: 3 clusters Score -1559756 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 12015 members 
Entering Unmasked Estep 
Score: -1559756.125000 Penalty: 3061.141846
	Iteration 48F: 3 clusters Score -1559756 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (2915 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Entering Unmasked Estep 
Score: -331944.812500 Penalty: 1296.364014
	Iteration 0F: 2 clusters Score -331944.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -329289.625000 Penalty: 2592.728027
	Iteration 0F: 3 clusters Score -329289.6 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -329945.531250 Penalty: 2592.728027
	Iteration 1F: 3 clusters Score -329945.5 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -330141.062500 Penalty: 2592.728027
	Iteration 2F: 3 clusters Score -330141.1 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -330288.156250 Penalty: 2592.728027
	Iteration 3F: 3 clusters Score -330288.2 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -330428.281250 Penalty: 2592.728027
	Iteration 4F: 3 clusters Score -330428.3 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -330553.625000 Penalty: 2592.728027
	Iteration 5Q: 3 clusters Score -330553.6 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -330682.406250 Penalty: 2592.728027
	Iteration 6Q: 3 clusters Score -330682.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -330816.093750 Penalty: 2592.728027
	Iteration 7Q: 3 clusters Score -330816.1 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -331001.562500 Penalty: 2592.728027
	Iteration 8Q: 3 clusters Score -331001.6 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -331231.500000 Penalty: 2592.728027
	Iteration 9Q: 3 clusters Score -331231.5 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -331442.875000 Penalty: 2592.728027
	Iteration 10F: 3 clusters Score -331442.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -331658.656250 Penalty: 2592.728027
	Iteration 11Q: 3 clusters Score -331658.7 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -331970.937500 Penalty: 2592.728027
	Iteration 12Q: 3 clusters Score -331970.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -332160.718750 Penalty: 2592.728027
	Iteration 13Q: 3 clusters Score -332160.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -332305.093750 Penalty: 2592.728027
	Iteration 14Q: 3 clusters Score -332305.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -332356.312500 Penalty: 2592.728027
	Iteration 15Q: 3 clusters Score -332356.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -332370.593750 Penalty: 2592.728027
	Iteration 16Q: 3 clusters Score -332370.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -332379.125000 Penalty: 2592.728027
	Iteration 17Q: 3 clusters Score -332379.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -332383.718750 Penalty: 2592.728027
	Iteration 18Q: 3 clusters Score -332383.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -332385.593750 Penalty: 2592.728027
	Iteration 19Q: 3 clusters Score -332385.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -332387.375000 Penalty: 2592.728027
	Iteration 20F: 3 clusters Score -332387.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -332388.000000 Penalty: 2592.728027
	Iteration 21Q: 3 clusters Score -332388 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -332390.031250 Penalty: 2592.728027
	Iteration 22Q: 3 clusters Score -332390 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -332391.968750 Penalty: 2592.728027
	Iteration 23Q: 3 clusters Score -332392 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -332391.968750 Penalty: 2592.728027
	Iteration 24F: 3 clusters Score -332392 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 5613 members 
Mstep: Class 3 contains 5349 members 
Mstep: Class 4 contains 35075 members 
Mstep: Class 5 contains 95955 members 
Mstep: Class 6 contains 461 members 
Mstep: Class 7 contains 17721 members 
Mstep: Class 8 contains 152445 members 
Mstep: Class 9 contains 8749 members 
Mstep: Class 10 contains 2181 members 
Mstep: Class 11 contains 452 members 
Mstep: Class 12 contains 17971 members 
Mstep: Class 13 contains 1414 members 
Mstep: Class 14 contains 1877 members 
Mstep: Class 15 contains 8217 members 
Mstep: Class 16 contains 39002 members 
Mstep: Class 17 contains 56531 members 
Mstep: Class 18 contains 2376 members 
Mstep: Class 19 contains 11501 members 
Mstep: Class 20 contains 38757 members 
Mstep: Class 21 contains 8069 members 
Mstep: Class 22 contains 12588 members 
Mstep: Class 23 contains 3025 members 
Mstep: Class 24 contains 39452 members 
Mstep: Class 25 contains 9284 members 
Mstep: Class 26 contains 3995 members 
Mstep: Class 27 contains 8842 members 
Mstep: Class 28 contains 3810 members 
Mstep: Class 29 contains 7951 members 
Mstep: Class 30 contains 6672 members 
Mstep: Class 31 contains 23299 members 
Mstep: Class 32 contains 39853 members 
Mstep: Class 33 contains 17923 members 
Mstep: Class 34 contains 3662 members 
Mstep: Class 35 contains 11435 members 
Mstep: Class 36 contains 2463 members 
Mstep: Class 37 contains 2719 members 
Mstep: Class 38 contains 19081 members 
Mstep: Class 39 contains 1358 members 
Mstep: Class 40 contains 14791 members 
Mstep: Class 41 contains 1937 members 
Mstep: Class 42 contains 1131 members 
Mstep: Class 43 contains 4232 members 
Mstep: Class 44 contains 3878 members 
Mstep: Class 45 contains 3173 members 
Mstep: Class 46 contains 4960 members 
Mstep: Class 47 contains 12319 members 
Mstep: Class 48 contains 1785 members 
Mstep: Class 49 contains 8050 members 
Mstep: Class 50 contains 27408 members 
Mstep: Class 51 contains 3318 members 
Mstep: Class 52 contains 1130 members 
Entering Unmasked Estep 
Score: -100305080.000000 Penalty: 115070.648438
Splitting cluster 48 changes total score from -100305696.000000 to -100305080.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 49 (8050 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8050 members 
Entering Unmasked Estep 
Score: -1027236.562500 Penalty: 1461.431885
	Iteration 0F: 2 clusters Score -1027237 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -1021321.437500 Penalty: 2922.863770
	Iteration 0F: 3 clusters Score -1021321 nChanged 3450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -1023274.937500 Penalty: 2922.863770
	Iteration 1F: 3 clusters Score -1023275 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -1023612.812500 Penalty: 2922.863770
	Iteration 2F: 3 clusters Score -1023613 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -1024001.187500 Penalty: 2922.863770
	Iteration 3F: 3 clusters Score -1024001 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -1024435.187500 Penalty: 2922.863770
	Iteration 4F: 3 clusters Score -1024435 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 5456 members 
Entering Unmasked Estep 
Score: -1024885.312500 Penalty: 2922.863770
	Iteration 5F: 3 clusters Score -1024885 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 5760 members 
Entering Unmasked Estep 
Score: -1025277.000000 Penalty: 2922.863770
	Iteration 6F: 3 clusters Score -1025277 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 6007 members 
Entering Unmasked Estep 
Score: -1025579.312500 Penalty: 2922.863770
	Iteration 7Q: 3 clusters Score -1025579 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 6191 members 
Entering Unmasked Estep 
Score: -1025793.937500 Penalty: 2922.863770
	Iteration 8Q: 3 clusters Score -1025794 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 6339 members 
Entering Unmasked Estep 
Score: -1025956.187500 Penalty: 2922.863770
	Iteration 9Q: 3 clusters Score -1025956 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 6438 members 
Entering Unmasked Estep 
Score: -1026051.000000 Penalty: 2922.863770
	Iteration 10Q: 3 clusters Score -1026051 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 6507 members 
Entering Unmasked Estep 
Score: -1026109.312500 Penalty: 2922.863770
	Iteration 11Q: 3 clusters Score -1026109 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 6559 members 
Entering Unmasked Estep 
Score: -1026144.125000 Penalty: 2922.863770
	Iteration 12Q: 3 clusters Score -1026144 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 6594 members 
Entering Unmasked Estep 
Score: -1026172.625000 Penalty: 2922.863770
	Iteration 13Q: 3 clusters Score -1026173 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 6632 members 
Entering Unmasked Estep 
Score: -1026196.000000 Penalty: 2922.863770
	Iteration 14Q: 3 clusters Score -1026196 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 6667 members 
Entering Unmasked Estep 
Score: -1026215.687500 Penalty: 2922.863770
	Iteration 15Q: 3 clusters Score -1026216 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 6689 members 
Entering Unmasked Estep 
Score: -1026228.750000 Penalty: 2922.863770
	Iteration 16Q: 3 clusters Score -1026229 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 6711 members 
Entering Unmasked Estep 
Score: -1026241.062500 Penalty: 2922.863770
	Iteration 17Q: 3 clusters Score -1026241 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 6732 members 
Entering Unmasked Estep 
Score: -1026254.562500 Penalty: 2922.863770
	Iteration 18Q: 3 clusters Score -1026255 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 6753 members 
Entering Unmasked Estep 
Score: -1026270.125000 Penalty: 2922.863770
	Iteration 19Q: 3 clusters Score -1026270 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 6781 members 
Entering Unmasked Estep 
Score: -1026284.312500 Penalty: 2922.863770
	Iteration 20F: 3 clusters Score -1026284 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 6800 members 
Entering Unmasked Estep 
Score: -1026297.875000 Penalty: 2922.863770
	Iteration 21Q: 3 clusters Score -1026298 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 6820 members 
Entering Unmasked Estep 
Score: -1026310.312500 Penalty: 2922.863770
	Iteration 22Q: 3 clusters Score -1026310 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 6830 members 
Entering Unmasked Estep 
Score: -1026320.250000 Penalty: 2922.863770
	Iteration 23Q: 3 clusters Score -1026320 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 6842 members 
Entering Unmasked Estep 
Score: -1026325.187500 Penalty: 2922.863770
	Iteration 24Q: 3 clusters Score -1026325 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 6850 members 
Entering Unmasked Estep 
Score: -1026329.812500 Penalty: 2922.863770
	Iteration 25Q: 3 clusters Score -1026330 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 6864 members 
Entering Unmasked Estep 
Score: -1026337.500000 Penalty: 2922.863770
	Iteration 26Q: 3 clusters Score -1026338 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 6876 members 
Entering Unmasked Estep 
Score: -1026343.312500 Penalty: 2922.863770
	Iteration 27Q: 3 clusters Score -1026343 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 6885 members 
Entering Unmasked Estep 
Score: -1026347.250000 Penalty: 2922.863770
	Iteration 28Q: 3 clusters Score -1026347 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 6888 members 
Entering Unmasked Estep 
Score: -1026348.250000 Penalty: 2922.863770
	Iteration 29Q: 3 clusters Score -1026348 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 6887 members 
Entering Unmasked Estep 
Score: -1026349.250000 Penalty: 2922.863770
	Iteration 30Q: 3 clusters Score -1026349 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 6887 members 
Entering Unmasked Estep 
Score: -1026350.750000 Penalty: 2922.863770
	Iteration 31Q: 3 clusters Score -1026351 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 6888 members 
Entering Unmasked Estep 
Score: -1026351.500000 Penalty: 2922.863770
	Iteration 32Q: 3 clusters Score -1026352 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 6889 members 
Entering Unmasked Estep 
Score: -1026352.812500 Penalty: 2922.863770
	Iteration 33Q: 3 clusters Score -1026353 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 6889 members 
Entering Unmasked Estep 
Score: -1026352.812500 Penalty: 2922.863770
	Iteration 34F: 3 clusters Score -1026353 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (27408 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27408 members 
Entering Unmasked Estep 
Score: -3515315.750000 Penalty: 1660.520874
	Iteration 0F: 2 clusters Score -3515316 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13765 members 
Mstep: Class 2 contains 13643 members 
Entering Unmasked Estep 
Score: -3496882.250000 Penalty: 3321.041748
	Iteration 0F: 3 clusters Score -3496882 nChanged 12605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14336 members 
Mstep: Class 2 contains 13072 members 
Entering Unmasked Estep 
Score: -3503642.000000 Penalty: 3321.041748
	Iteration 1F: 3 clusters Score -3503642 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14683 members 
Mstep: Class 2 contains 12725 members 
Entering Unmasked Estep 
Score: -3503970.500000 Penalty: 3321.041748
	Iteration 2Q: 3 clusters Score -3503970 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15180 members 
Mstep: Class 2 contains 12228 members 
Entering Unmasked Estep 
Score: -3504383.000000 Penalty: 3321.041748
	Iteration 3Q: 3 clusters Score -3504383 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15913 members 
Mstep: Class 2 contains 11495 members 
Entering Unmasked Estep 
Score: -3504957.250000 Penalty: 3321.041748
	Iteration 4Q: 3 clusters Score -3504957 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16887 members 
Mstep: Class 2 contains 10521 members 
Entering Unmasked Estep 
Score: -3505816.750000 Penalty: 3321.041748
	Iteration 5F: 3 clusters Score -3505817 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18097 members 
Mstep: Class 2 contains 9311 members 
Entering Unmasked Estep 
Score: -3506968.500000 Penalty: 3321.041748
	Iteration 6F: 3 clusters Score -3506968 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19497 members 
Mstep: Class 2 contains 7911 members 
Entering Unmasked Estep 
Score: -3508456.250000 Penalty: 3321.041748
	Iteration 7F: 3 clusters Score -3508456 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20769 members 
Mstep: Class 2 contains 6639 members 
Entering Unmasked Estep 
Score: -3509941.500000 Penalty: 3321.041748
	Iteration 8F: 3 clusters Score -3509942 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21703 members 
Mstep: Class 2 contains 5705 members 
Entering Unmasked Estep 
Score: -3511168.500000 Penalty: 3321.041748
	Iteration 9F: 3 clusters Score -3511168 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22323 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -3512239.250000 Penalty: 3321.041748
	Iteration 10Q: 3 clusters Score -3512239 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22680 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -3513082.750000 Penalty: 3321.041748
	Iteration 11Q: 3 clusters Score -3513083 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22886 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -3513560.250000 Penalty: 3321.041748
	Iteration 12Q: 3 clusters Score -3513560 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23000 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -3513765.750000 Penalty: 3321.041748
	Iteration 13Q: 3 clusters Score -3513766 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23085 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -3513884.000000 Penalty: 3321.041748
	Iteration 14Q: 3 clusters Score -3513884 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23192 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -3513943.000000 Penalty: 3321.041748
	Iteration 15Q: 3 clusters Score -3513943 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23278 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -3513989.750000 Penalty: 3321.041748
	Iteration 16Q: 3 clusters Score -3513990 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23345 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -3514001.750000 Penalty: 3321.041748
	Iteration 17Q: 3 clusters Score -3514002 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23419 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -3514007.500000 Penalty: 3321.041748
	Iteration 18Q: 3 clusters Score -3514008 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23475 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -3514026.500000 Penalty: 3321.041748
	Iteration 19Q: 3 clusters Score -3514026 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23523 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -3514041.750000 Penalty: 3321.041748
	Iteration 20F: 3 clusters Score -3514042 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23570 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -3514049.750000 Penalty: 3321.041748
	Iteration 21Q: 3 clusters Score -3514050 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23614 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -3514058.250000 Penalty: 3321.041748
	Iteration 22Q: 3 clusters Score -3514058 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23658 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -3514074.500000 Penalty: 3321.041748
	Iteration 23Q: 3 clusters Score -3514074 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23707 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -3514077.250000 Penalty: 3321.041748
	Iteration 24Q: 3 clusters Score -3514077 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23748 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -3514084.500000 Penalty: 3321.041748
	Iteration 25Q: 3 clusters Score -3514084 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23784 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -3514099.250000 Penalty: 3321.041748
	Iteration 26Q: 3 clusters Score -3514099 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23821 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -3514095.500000 Penalty: 3321.041748
	Iteration 27Q: 3 clusters Score -3514096 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23845 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -3514102.250000 Penalty: 3321.041748
	Iteration 28Q: 3 clusters Score -3514102 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23862 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -3514101.750000 Penalty: 3321.041748
	Iteration 29Q: 3 clusters Score -3514102 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23876 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -3514105.250000 Penalty: 3321.041748
	Iteration 30Q: 3 clusters Score -3514105 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23898 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -3514111.250000 Penalty: 3321.041748
	Iteration 31Q: 3 clusters Score -3514111 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23922 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -3514103.500000 Penalty: 3321.041748
	Iteration 32Q: 3 clusters Score -3514104 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23950 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -3514103.750000 Penalty: 3321.041748
	Iteration 33Q: 3 clusters Score -3514104 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23976 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -3514099.500000 Penalty: 3321.041748
	Iteration 34Q: 3 clusters Score -3514100 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24004 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -3514109.250000 Penalty: 3321.041748
	Iteration 35Q: 3 clusters Score -3514109 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24032 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -3514114.500000 Penalty: 3321.041748
	Iteration 36Q: 3 clusters Score -3514114 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24058 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -3514123.750000 Penalty: 3321.041748
	Iteration 37Q: 3 clusters Score -3514124 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24078 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -3514120.250000 Penalty: 3321.041748
	Iteration 38Q: 3 clusters Score -3514120 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24096 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -3514124.000000 Penalty: 3321.041748
	Iteration 39Q: 3 clusters Score -3514124 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24105 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -3514130.000000 Penalty: 3321.041748
	Iteration 40F: 3 clusters Score -3514130 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24115 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -3514132.250000 Penalty: 3321.041748
	Iteration 41Q: 3 clusters Score -3514132 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24125 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -3514130.750000 Penalty: 3321.041748
	Iteration 42Q: 3 clusters Score -3514131 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24141 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -3514130.750000 Penalty: 3321.041748
	Iteration 43Q: 3 clusters Score -3514131 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24162 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -3514140.750000 Penalty: 3321.041748
	Iteration 44Q: 3 clusters Score -3514141 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24177 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -3514141.000000 Penalty: 3321.041748
	Iteration 45Q: 3 clusters Score -3514141 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24193 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -3514138.500000 Penalty: 3321.041748
	Iteration 46Q: 3 clusters Score -3514138 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24210 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -3514147.000000 Penalty: 3321.041748
	Iteration 47Q: 3 clusters Score -3514147 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24221 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -3514153.500000 Penalty: 3321.041748
	Iteration 48Q: 3 clusters Score -3514154 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24235 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -3514152.750000 Penalty: 3321.041748
	Iteration 49Q: 3 clusters Score -3514153 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24255 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -3514152.000000 Penalty: 3321.041748
	Iteration 50Q: 3 clusters Score -3514152 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24264 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -3514156.250000 Penalty: 3321.041748
	Iteration 51Q: 3 clusters Score -3514156 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24276 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -3514150.000000 Penalty: 3321.041748
	Iteration 52Q: 3 clusters Score -3514150 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24283 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -3514149.750000 Penalty: 3321.041748
	Iteration 53Q: 3 clusters Score -3514150 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24288 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -3514153.500000 Penalty: 3321.041748
	Iteration 54Q: 3 clusters Score -3514154 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24293 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -3514159.500000 Penalty: 3321.041748
	Iteration 55Q: 3 clusters Score -3514160 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24298 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -3514159.000000 Penalty: 3321.041748
	Iteration 56Q: 3 clusters Score -3514159 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24304 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -3514160.000000 Penalty: 3321.041748
	Iteration 57Q: 3 clusters Score -3514160 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24309 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -3514156.500000 Penalty: 3321.041748
	Iteration 58Q: 3 clusters Score -3514156 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24313 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -3514155.750000 Penalty: 3321.041748
	Iteration 59Q: 3 clusters Score -3514156 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24318 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -3514155.250000 Penalty: 3321.041748
	Iteration 60F: 3 clusters Score -3514155 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24324 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -3514162.250000 Penalty: 3321.041748
	Iteration 61Q: 3 clusters Score -3514162 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24327 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -3514162.000000 Penalty: 3321.041748
	Iteration 62Q: 3 clusters Score -3514162 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24328 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -3514160.500000 Penalty: 3321.041748
	Iteration 63Q: 3 clusters Score -3514160 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24327 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -3514158.500000 Penalty: 3321.041748
	Iteration 64Q: 3 clusters Score -3514158 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24327 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -3514158.500000 Penalty: 3321.041748
	Iteration 65F: 3 clusters Score -3514158 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (3318 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Entering Unmasked Estep 
Score: -415898.593750 Penalty: 1317.406616
	Iteration 0F: 2 clusters Score -415898.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -412993.812500 Penalty: 2634.813232
	Iteration 0F: 3 clusters Score -412993.8 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -413678.000000 Penalty: 2634.813232
	Iteration 1F: 3 clusters Score -413678 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -413808.968750 Penalty: 2634.813232
	Iteration 2F: 3 clusters Score -413809 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -413894.250000 Penalty: 2634.813232
	Iteration 3Q: 3 clusters Score -413894.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -413947.593750 Penalty: 2634.813232
	Iteration 4Q: 3 clusters Score -413947.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -413999.312500 Penalty: 2634.813232
	Iteration 5Q: 3 clusters Score -413999.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -414058.062500 Penalty: 2634.813232
	Iteration 6Q: 3 clusters Score -414058.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -414107.718750 Penalty: 2634.813232
	Iteration 7Q: 3 clusters Score -414107.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -414159.843750 Penalty: 2634.813232
	Iteration 8Q: 3 clusters Score -414159.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -414216.687500 Penalty: 2634.813232
	Iteration 9Q: 3 clusters Score -414216.7 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -414283.406250 Penalty: 2634.813232
	Iteration 10Q: 3 clusters Score -414283.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -414362.187500 Penalty: 2634.813232
	Iteration 11Q: 3 clusters Score -414362.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -414447.000000 Penalty: 2634.813232
	Iteration 12Q: 3 clusters Score -414447 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -414533.625000 Penalty: 2634.813232
	Iteration 13Q: 3 clusters Score -414533.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -414605.781250 Penalty: 2634.813232
	Iteration 14Q: 3 clusters Score -414605.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -414668.968750 Penalty: 2634.813232
	Iteration 15Q: 3 clusters Score -414669 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -414724.687500 Penalty: 2634.813232
	Iteration 16Q: 3 clusters Score -414724.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -414777.406250 Penalty: 2634.813232
	Iteration 17Q: 3 clusters Score -414777.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -414816.937500 Penalty: 2634.813232
	Iteration 18Q: 3 clusters Score -414816.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -414848.062500 Penalty: 2634.813232
	Iteration 19Q: 3 clusters Score -414848.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -414870.375000 Penalty: 2634.813232
	Iteration 20F: 3 clusters Score -414870.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -414887.156250 Penalty: 2634.813232
	Iteration 21Q: 3 clusters Score -414887.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -414903.031250 Penalty: 2634.813232
	Iteration 22Q: 3 clusters Score -414903 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -414913.031250 Penalty: 2634.813232
	Iteration 23Q: 3 clusters Score -414913 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -414916.625000 Penalty: 2634.813232
	Iteration 24Q: 3 clusters Score -414916.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -414919.375000 Penalty: 2634.813232
	Iteration 25Q: 3 clusters Score -414919.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -414923.781250 Penalty: 2634.813232
	Iteration 26Q: 3 clusters Score -414923.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -414927.781250 Penalty: 2634.813232
	Iteration 27Q: 3 clusters Score -414927.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -414928.468750 Penalty: 2634.813232
	Iteration 28Q: 3 clusters Score -414928.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -414930.281250 Penalty: 2634.813232
	Iteration 29Q: 3 clusters Score -414930.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -414931.062500 Penalty: 2634.813232
	Iteration 30Q: 3 clusters Score -414931.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -414931.156250 Penalty: 2634.813232
	Iteration 31Q: 3 clusters Score -414931.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -414931.968750 Penalty: 2634.813232
	Iteration 32Q: 3 clusters Score -414932 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -414931.968750 Penalty: 2634.813232
	Iteration 33F: 3 clusters Score -414932 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 5613 members 
Mstep: Class 3 contains 5349 members 
Mstep: Class 4 contains 35075 members 
Mstep: Class 5 contains 95955 members 
Mstep: Class 6 contains 461 members 
Mstep: Class 7 contains 17721 members 
Mstep: Class 8 contains 152445 members 
Mstep: Class 9 contains 8749 members 
Mstep: Class 10 contains 2181 members 
Mstep: Class 11 contains 452 members 
Mstep: Class 12 contains 17971 members 
Mstep: Class 13 contains 1414 members 
Mstep: Class 14 contains 1877 members 
Mstep: Class 15 contains 8217 members 
Mstep: Class 16 contains 39002 members 
Mstep: Class 17 contains 56531 members 
Mstep: Class 18 contains 2376 members 
Mstep: Class 19 contains 11501 members 
Mstep: Class 20 contains 38757 members 
Mstep: Class 21 contains 8069 members 
Mstep: Class 22 contains 12588 members 
Mstep: Class 23 contains 3025 members 
Mstep: Class 24 contains 39452 members 
Mstep: Class 25 contains 9284 members 
Mstep: Class 26 contains 3995 members 
Mstep: Class 27 contains 8842 members 
Mstep: Class 28 contains 3810 members 
Mstep: Class 29 contains 7951 members 
Mstep: Class 30 contains 6672 members 
Mstep: Class 31 contains 23299 members 
Mstep: Class 32 contains 39853 members 
Mstep: Class 33 contains 17923 members 
Mstep: Class 34 contains 3662 members 
Mstep: Class 35 contains 11435 members 
Mstep: Class 36 contains 2463 members 
Mstep: Class 37 contains 2719 members 
Mstep: Class 38 contains 19081 members 
Mstep: Class 39 contains 1358 members 
Mstep: Class 40 contains 14791 members 
Mstep: Class 41 contains 1937 members 
Mstep: Class 42 contains 1131 members 
Mstep: Class 43 contains 4232 members 
Mstep: Class 44 contains 3878 members 
Mstep: Class 45 contains 3173 members 
Mstep: Class 46 contains 4960 members 
Mstep: Class 47 contains 12319 members 
Mstep: Class 48 contains 2915 members 
Mstep: Class 49 contains 8050 members 
Mstep: Class 50 contains 27408 members 
Mstep: Class 51 contains 3318 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100305768.000000 Penalty: 112857.750000
Iteration 159Q: 52 clusters Score -1.003058e+08 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 5335 members 
Mstep: Class 2 contains 5617 members 
Mstep: Class 3 contains 5347 members 
Mstep: Class 4 contains 35073 members 
Mstep: Class 5 contains 95952 members 
Mstep: Class 6 contains 461 members 
Mstep: Class 7 contains 17716 members 
Mstep: Class 8 contains 152447 members 
Mstep: Class 9 contains 8749 members 
Mstep: Class 10 contains 2181 members 
Mstep: Class 11 contains 452 members 
Mstep: Class 12 contains 17973 members 
Mstep: Class 13 contains 1414 members 
Mstep: Class 14 contains 1877 members 
Mstep: Class 15 contains 8217 members 
Mstep: Class 16 contains 39002 members 
Mstep: Class 17 contains 56524 members 
Mstep: Class 18 contains 2376 members 
Mstep: Class 19 contains 11501 members 
Mstep: Class 20 contains 38719 members 
Mstep: Class 21 contains 8069 members 
Mstep: Class 22 contains 12588 members 
Mstep: Class 23 contains 3027 members 
Mstep: Class 24 contains 39454 members 
Mstep: Class 25 contains 9284 members 
Mstep: Class 26 contains 3999 members 
Mstep: Class 27 contains 8842 members 
Mstep: Class 28 contains 3815 members 
Mstep: Class 29 contains 7946 members 
Mstep: Class 30 contains 6673 members 
Mstep: Class 31 contains 23307 members 
Mstep: Class 32 contains 39853 members 
Mstep: Class 33 contains 17922 members 
Mstep: Class 34 contains 3699 members 
Mstep: Class 35 contains 11435 members 
Mstep: Class 36 contains 2461 members 
Mstep: Class 37 contains 2722 members 
Mstep: Class 38 contains 19077 members 
Mstep: Class 39 contains 1358 members 
Mstep: Class 40 contains 14786 members 
Mstep: Class 41 contains 1937 members 
Mstep: Class 42 contains 1131 members 
Mstep: Class 43 contains 4231 members 
Mstep: Class 44 contains 3879 members 
Mstep: Class 45 contains 3173 members 
Mstep: Class 46 contains 4960 members 
Mstep: Class 47 contains 12322 members 
Mstep: Class 48 contains 2915 members 
Mstep: Class 49 contains 8050 members 
Mstep: Class 50 contains 27408 members 
Mstep: Class 51 contains 3318 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100305776.000000 Penalty: 112857.750000
Iteration 160F: 52 clusters Score -1.003058e+08 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 5335 members 
Mstep: Class 2 contains 5618 members 
Mstep: Class 3 contains 5345 members 
Mstep: Class 4 contains 35073 members 
Mstep: Class 5 contains 95947 members 
Mstep: Class 6 contains 461 members 
Mstep: Class 7 contains 17713 members 
Mstep: Class 8 contains 152451 members 
Mstep: Class 9 contains 8752 members 
Mstep: Class 10 contains 2181 members 
Mstep: Class 11 contains 452 members 
Mstep: Class 12 contains 17974 members 
Mstep: Class 13 contains 1414 members 
Mstep: Class 14 contains 1877 members 
Mstep: Class 15 contains 8217 members 
Mstep: Class 16 contains 39000 members 
Mstep: Class 17 contains 56521 members 
Mstep: Class 18 contains 2376 members 
Mstep: Class 19 contains 11502 members 
Mstep: Class 20 contains 38674 members 
Mstep: Class 21 contains 8069 members 
Mstep: Class 22 contains 12590 members 
Mstep: Class 23 contains 3029 members 
Mstep: Class 24 contains 39458 members 
Mstep: Class 25 contains 9284 members 
Mstep: Class 26 contains 4007 members 
Mstep: Class 27 contains 8842 members 
Mstep: Class 28 contains 3817 members 
Mstep: Class 29 contains 7942 members 
Mstep: Class 30 contains 6673 members 
Mstep: Class 31 contains 23313 members 
Mstep: Class 32 contains 39855 members 
Mstep: Class 33 contains 17922 members 
Mstep: Class 34 contains 3746 members 
Mstep: Class 35 contains 11434 members 
Mstep: Class 36 contains 2457 members 
Mstep: Class 37 contains 2723 members 
Mstep: Class 38 contains 19067 members 
Mstep: Class 39 contains 1358 members 
Mstep: Class 40 contains 14780 members 
Mstep: Class 41 contains 1937 members 
Mstep: Class 42 contains 1131 members 
Mstep: Class 43 contains 4231 members 
Mstep: Class 44 contains 3882 members 
Mstep: Class 45 contains 3173 members 
Mstep: Class 46 contains 4957 members 
Mstep: Class 47 contains 12323 members 
Mstep: Class 48 contains 2915 members 
Mstep: Class 49 contains 8050 members 
Mstep: Class 50 contains 27408 members 
Mstep: Class 51 contains 3318 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100305824.000000 Penalty: 112857.750000
Iteration 161Q: 52 clusters Score -1.003058e+08 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 5335 members 
Mstep: Class 2 contains 5617 members 
Mstep: Class 3 contains 5346 members 
Mstep: Class 4 contains 35071 members 
Mstep: Class 5 contains 95940 members 
Mstep: Class 6 contains 461 members 
Mstep: Class 7 contains 17712 members 
Mstep: Class 8 contains 152449 members 
Mstep: Class 9 contains 8755 members 
Mstep: Class 10 contains 2181 members 
Mstep: Class 11 contains 452 members 
Mstep: Class 12 contains 17976 members 
Mstep: Class 13 contains 1414 members 
Mstep: Class 14 contains 1877 members 
Mstep: Class 15 contains 8217 members 
Mstep: Class 16 contains 38997 members 
Mstep: Class 17 contains 56523 members 
Mstep: Class 18 contains 2376 members 
Mstep: Class 19 contains 11502 members 
Mstep: Class 20 contains 38617 members 
Mstep: Class 21 contains 8070 members 
Mstep: Class 22 contains 12590 members 
Mstep: Class 23 contains 3030 members 
Mstep: Class 24 contains 39464 members 
Mstep: Class 25 contains 9284 members 
Mstep: Class 26 contains 4014 members 
Mstep: Class 27 contains 8842 members 
Mstep: Class 28 contains 3817 members 
Mstep: Class 29 contains 7936 members 
Mstep: Class 30 contains 6673 members 
Mstep: Class 31 contains 23321 members 
Mstep: Class 32 contains 39858 members 
Mstep: Class 33 contains 17921 members 
Mstep: Class 34 contains 3800 members 
Mstep: Class 35 contains 11434 members 
Mstep: Class 36 contains 2457 members 
Mstep: Class 37 contains 2725 members 
Mstep: Class 38 contains 19061 members 
Mstep: Class 39 contains 1358 members 
Mstep: Class 40 contains 14775 members 
Mstep: Class 41 contains 1937 members 
Mstep: Class 42 contains 1131 members 
Mstep: Class 43 contains 4231 members 
Mstep: Class 44 contains 3884 members 
Mstep: Class 45 contains 3174 members 
Mstep: Class 46 contains 4956 members 
Mstep: Class 47 contains 12324 members 
Mstep: Class 48 contains 2913 members 
Mstep: Class 49 contains 8050 members 
Mstep: Class 50 contains 27408 members 
Mstep: Class 51 contains 3318 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100305800.000000 Penalty: 112857.750000
Iteration 162Q: 52 clusters Score -1.003058e+08 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 5335 members 
Mstep: Class 2 contains 5621 members 
Mstep: Class 3 contains 5349 members 
Mstep: Class 4 contains 35071 members 
Mstep: Class 5 contains 95932 members 
Mstep: Class 6 contains 461 members 
Mstep: Class 7 contains 17708 members 
Mstep: Class 8 contains 152445 members 
Mstep: Class 9 contains 8758 members 
Mstep: Class 10 contains 2181 members 
Mstep: Class 11 contains 452 members 
Mstep: Class 12 contains 17974 members 
Mstep: Class 13 contains 1413 members 
Mstep: Class 14 contains 1877 members 
Mstep: Class 15 contains 8217 members 
Mstep: Class 16 contains 38996 members 
Mstep: Class 17 contains 56519 members 
Mstep: Class 18 contains 2376 members 
Mstep: Class 19 contains 11503 members 
Mstep: Class 20 contains 38546 members 
Mstep: Class 21 contains 8072 members 
Mstep: Class 22 contains 12590 members 
Mstep: Class 23 contains 3035 members 
Mstep: Class 24 contains 39467 members 
Mstep: Class 25 contains 9285 members 
Mstep: Class 26 contains 4020 members 
Mstep: Class 27 contains 8843 members 
Mstep: Class 28 contains 3817 members 
Mstep: Class 29 contains 7927 members 
Mstep: Class 30 contains 6673 members 
Mstep: Class 31 contains 23334 members 
Mstep: Class 32 contains 39862 members 
Mstep: Class 33 contains 17917 members 
Mstep: Class 34 contains 3883 members 
Mstep: Class 35 contains 11434 members 
Mstep: Class 36 contains 2456 members 
Mstep: Class 37 contains 2726 members 
Mstep: Class 38 contains 19046 members 
Mstep: Class 39 contains 1358 members 
Mstep: Class 40 contains 14764 members 
Mstep: Class 41 contains 1937 members 
Mstep: Class 42 contains 1131 members 
Mstep: Class 43 contains 4231 members 
Mstep: Class 44 contains 3889 members 
Mstep: Class 45 contains 3175 members 
Mstep: Class 46 contains 4956 members 
Mstep: Class 47 contains 12325 members 
Mstep: Class 48 contains 2912 members 
Mstep: Class 49 contains 8049 members 
Mstep: Class 50 contains 27409 members 
Mstep: Class 51 contains 3317 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100305944.000000 Penalty: 112857.750000
Iteration 163Q: 52 clusters Score -1.003059e+08 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 5335 members 
Mstep: Class 2 contains 5627 members 
Mstep: Class 3 contains 5350 members 
Mstep: Class 4 contains 35069 members 
Mstep: Class 5 contains 95923 members 
Mstep: Class 6 contains 461 members 
Mstep: Class 7 contains 17703 members 
Mstep: Class 8 contains 152438 members 
Mstep: Class 9 contains 8762 members 
Mstep: Class 10 contains 2181 members 
Mstep: Class 11 contains 452 members 
Mstep: Class 12 contains 17974 members 
Mstep: Class 13 contains 1414 members 
Mstep: Class 14 contains 1878 members 
Mstep: Class 15 contains 8217 members 
Mstep: Class 16 contains 38996 members 
Mstep: Class 17 contains 56516 members 
Mstep: Class 18 contains 2377 members 
Mstep: Class 19 contains 11502 members 
Mstep: Class 20 contains 38462 members 
Mstep: Class 21 contains 8072 members 
Mstep: Class 22 contains 12590 members 
Mstep: Class 23 contains 3037 members 
Mstep: Class 24 contains 39469 members 
Mstep: Class 25 contains 9286 members 
Mstep: Class 26 contains 4026 members 
Mstep: Class 27 contains 8845 members 
Mstep: Class 28 contains 3817 members 
Mstep: Class 29 contains 7913 members 
Mstep: Class 30 contains 6673 members 
Mstep: Class 31 contains 23349 members 
Mstep: Class 32 contains 39862 members 
Mstep: Class 33 contains 17915 members 
Mstep: Class 34 contains 3985 members 
Mstep: Class 35 contains 11434 members 
Mstep: Class 36 contains 2457 members 
Mstep: Class 37 contains 2729 members 
Mstep: Class 38 contains 19024 members 
Mstep: Class 39 contains 1358 members 
Mstep: Class 40 contains 14757 members 
Mstep: Class 41 contains 1937 members 
Mstep: Class 42 contains 1131 members 
Mstep: Class 43 contains 4231 members 
Mstep: Class 44 contains 3894 members 
Mstep: Class 45 contains 3176 members 
Mstep: Class 46 contains 4958 members 
Mstep: Class 47 contains 12324 members 
Mstep: Class 48 contains 2912 members 
Mstep: Class 49 contains 8049 members 
Mstep: Class 50 contains 27410 members 
Mstep: Class 51 contains 3317 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100306160.000000 Penalty: 112857.750000
Iteration 164Q: 52 clusters Score -1.003062e+08 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 5634 members 
Mstep: Class 3 contains 5348 members 
Mstep: Class 4 contains 35066 members 
Mstep: Class 5 contains 95919 members 
Mstep: Class 6 contains 461 members 
Mstep: Class 7 contains 17694 members 
Mstep: Class 8 contains 152432 members 
Mstep: Class 9 contains 8763 members 
Mstep: Class 10 contains 2181 members 
Mstep: Class 11 contains 452 members 
Mstep: Class 12 contains 17974 members 
Mstep: Class 13 contains 1414 members 
Mstep: Class 14 contains 1879 members 
Mstep: Class 15 contains 8216 members 
Mstep: Class 16 contains 38995 members 
Mstep: Class 17 contains 56519 members 
Mstep: Class 18 contains 2377 members 
Mstep: Class 19 contains 11503 members 
Mstep: Class 20 contains 38366 members 
Mstep: Class 21 contains 8072 members 
Mstep: Class 22 contains 12590 members 
Mstep: Class 23 contains 3038 members 
Mstep: Class 24 contains 39474 members 
Mstep: Class 25 contains 9284 members 
Mstep: Class 26 contains 4032 members 
Mstep: Class 27 contains 8845 members 
Mstep: Class 28 contains 3818 members 
Mstep: Class 29 contains 7903 members 
Mstep: Class 30 contains 6673 members 
Mstep: Class 31 contains 23358 members 
Mstep: Class 32 contains 39867 members 
Mstep: Class 33 contains 17914 members 
Mstep: Class 34 contains 4085 members 
Mstep: Class 35 contains 11434 members 
Mstep: Class 36 contains 2457 members 
Mstep: Class 37 contains 2729 members 
Mstep: Class 38 contains 19020 members 
Mstep: Class 39 contains 1358 members 
Mstep: Class 40 contains 14748 members 
Mstep: Class 41 contains 1937 members 
Mstep: Class 42 contains 1130 members 
Mstep: Class 43 contains 4231 members 
Mstep: Class 44 contains 3902 members 
Mstep: Class 45 contains 3177 members 
Mstep: Class 46 contains 4957 members 
Mstep: Class 47 contains 12324 members 
Mstep: Class 48 contains 2913 members 
Mstep: Class 49 contains 8049 members 
Mstep: Class 50 contains 27411 members 
Mstep: Class 51 contains 3317 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100306112.000000 Penalty: 112857.750000
Iteration 165Q: 52 clusters Score -1.003061e+08 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 5640 members 
Mstep: Class 3 contains 5346 members 
Mstep: Class 4 contains 35062 members 
Mstep: Class 5 contains 95914 members 
Mstep: Class 6 contains 461 members 
Mstep: Class 7 contains 17691 members 
Mstep: Class 8 contains 152434 members 
Mstep: Class 9 contains 8774 members 
Mstep: Class 10 contains 2180 members 
Mstep: Class 11 contains 452 members 
Mstep: Class 12 contains 17973 members 
Mstep: Class 13 contains 1413 members 
Mstep: Class 14 contains 1880 members 
Mstep: Class 15 contains 8218 members 
Mstep: Class 16 contains 38993 members 
Mstep: Class 17 contains 56519 members 
Mstep: Class 18 contains 2377 members 
Mstep: Class 19 contains 11496 members 
Mstep: Class 20 contains 38251 members 
Mstep: Class 21 contains 8073 members 
Mstep: Class 22 contains 12589 members 
Mstep: Class 23 contains 3041 members 
Mstep: Class 24 contains 39483 members 
Mstep: Class 25 contains 9285 members 
Mstep: Class 26 contains 4035 members 
Mstep: Class 27 contains 8845 members 
Mstep: Class 28 contains 3822 members 
Mstep: Class 29 contains 7886 members 
Mstep: Class 30 contains 6673 members 
Mstep: Class 31 contains 23366 members 
Mstep: Class 32 contains 39865 members 
Mstep: Class 33 contains 17912 members 
Mstep: Class 34 contains 4191 members 
Mstep: Class 35 contains 11434 members 
Mstep: Class 36 contains 2459 members 
Mstep: Class 37 contains 2728 members 
Mstep: Class 38 contains 19021 members 
Mstep: Class 39 contains 1358 members 
Mstep: Class 40 contains 14749 members 
Mstep: Class 41 contains 1937 members 
Mstep: Class 42 contains 1130 members 
Mstep: Class 43 contains 4232 members 
Mstep: Class 44 contains 3911 members 
Mstep: Class 45 contains 3177 members 
Mstep: Class 46 contains 4954 members 
Mstep: Class 47 contains 12324 members 
Mstep: Class 48 contains 2911 members 
Mstep: Class 49 contains 8048 members 
Mstep: Class 50 contains 27410 members 
Mstep: Class 51 contains 3317 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100305992.000000 Penalty: 112857.750000
Iteration 166Q: 52 clusters Score -1.00306e+08 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 5648 members 
Mstep: Class 3 contains 5345 members 
Mstep: Class 4 contains 35057 members 
Mstep: Class 5 contains 95908 members 
Mstep: Class 6 contains 461 members 
Mstep: Class 7 contains 17684 members 
Mstep: Class 8 contains 152431 members 
Mstep: Class 9 contains 8786 members 
Mstep: Class 10 contains 2180 members 
Mstep: Class 11 contains 452 members 
Mstep: Class 12 contains 17974 members 
Mstep: Class 13 contains 1413 members 
Mstep: Class 14 contains 1882 members 
Mstep: Class 15 contains 8219 members 
Mstep: Class 16 contains 38990 members 
Mstep: Class 17 contains 56516 members 
Mstep: Class 18 contains 2375 members 
Mstep: Class 19 contains 11489 members 
Mstep: Class 20 contains 38142 members 
Mstep: Class 21 contains 8075 members 
Mstep: Class 22 contains 12589 members 
Mstep: Class 23 contains 3042 members 
Mstep: Class 24 contains 39493 members 
Mstep: Class 25 contains 9286 members 
Mstep: Class 26 contains 4037 members 
Mstep: Class 27 contains 8845 members 
Mstep: Class 28 contains 3826 members 
Mstep: Class 29 contains 7868 members 
Mstep: Class 30 contains 6674 members 
Mstep: Class 31 contains 23368 members 
Mstep: Class 32 contains 39870 members 
Mstep: Class 33 contains 17907 members 
Mstep: Class 34 contains 4285 members 
Mstep: Class 35 contains 11434 members 
Mstep: Class 36 contains 2458 members 
Mstep: Class 37 contains 2730 members 
Mstep: Class 38 contains 19033 members 
Mstep: Class 39 contains 1358 members 
Mstep: Class 40 contains 14750 members 
Mstep: Class 41 contains 1936 members 
Mstep: Class 42 contains 1130 members 
Mstep: Class 43 contains 4232 members 
Mstep: Class 44 contains 3918 members 
Mstep: Class 45 contains 3178 members 
Mstep: Class 46 contains 4955 members 
Mstep: Class 47 contains 12324 members 
Mstep: Class 48 contains 2912 members 
Mstep: Class 49 contains 8048 members 
Mstep: Class 50 contains 27410 members 
Mstep: Class 51 contains 3317 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100306208.000000 Penalty: 112857.750000
Iteration 167Q: 52 clusters Score -1.003062e+08 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 5335 members 
Mstep: Class 2 contains 5658 members 
Mstep: Class 3 contains 5341 members 
Mstep: Class 4 contains 35052 members 
Mstep: Class 5 contains 95900 members 
Mstep: Class 6 contains 461 members 
Mstep: Class 7 contains 17681 members 
Mstep: Class 8 contains 152426 members 
Mstep: Class 9 contains 8794 members 
Mstep: Class 10 contains 2179 members 
Mstep: Class 11 contains 452 members 
Mstep: Class 12 contains 17976 members 
Mstep: Class 13 contains 1413 members 
Mstep: Class 14 contains 1885 members 
Mstep: Class 15 contains 8221 members 
Mstep: Class 16 contains 38987 members 
Mstep: Class 17 contains 56508 members 
Mstep: Class 18 contains 2375 members 
Mstep: Class 19 contains 11486 members 
Mstep: Class 20 contains 38049 members 
Mstep: Class 21 contains 8073 members 
Mstep: Class 22 contains 12589 members 
Mstep: Class 23 contains 3045 members 
Mstep: Class 24 contains 39500 members 
Mstep: Class 25 contains 9286 members 
Mstep: Class 26 contains 4038 members 
Mstep: Class 27 contains 8845 members 
Mstep: Class 28 contains 3828 members 
Mstep: Class 29 contains 7847 members 
Mstep: Class 30 contains 6674 members 
Mstep: Class 31 contains 23371 members 
Mstep: Class 32 contains 39878 members 
Mstep: Class 33 contains 17903 members 
Mstep: Class 34 contains 4374 members 
Mstep: Class 35 contains 11435 members 
Mstep: Class 36 contains 2456 members 
Mstep: Class 37 contains 2730 members 
Mstep: Class 38 contains 19040 members 
Mstep: Class 39 contains 1358 members 
Mstep: Class 40 contains 14748 members 
Mstep: Class 41 contains 1936 members 
Mstep: Class 42 contains 1130 members 
Mstep: Class 43 contains 4232 members 
Mstep: Class 44 contains 3927 members 
Mstep: Class 45 contains 3180 members 
Mstep: Class 46 contains 4955 members 
Mstep: Class 47 contains 12325 members 
Mstep: Class 48 contains 2912 members 
Mstep: Class 49 contains 8048 members 
Mstep: Class 50 contains 27414 members 
Mstep: Class 51 contains 3318 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100306240.000000 Penalty: 112857.750000
Iteration 168Q: 52 clusters Score -1.003062e+08 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 5665 members 
Mstep: Class 3 contains 5338 members 
Mstep: Class 4 contains 35049 members 
Mstep: Class 5 contains 95899 members 
Mstep: Class 6 contains 461 members 
Mstep: Class 7 contains 17677 members 
Mstep: Class 8 contains 152432 members 
Mstep: Class 9 contains 8804 members 
Mstep: Class 10 contains 2179 members 
Mstep: Class 11 contains 452 members 
Mstep: Class 12 contains 17978 members 
Mstep: Class 13 contains 1415 members 
Mstep: Class 14 contains 1883 members 
Mstep: Class 15 contains 8221 members 
Mstep: Class 16 contains 38985 members 
Mstep: Class 17 contains 56498 members 
Mstep: Class 18 contains 2375 members 
Mstep: Class 19 contains 11486 members 
Mstep: Class 20 contains 37959 members 
Mstep: Class 21 contains 8070 members 
Mstep: Class 22 contains 12589 members 
Mstep: Class 23 contains 3047 members 
Mstep: Class 24 contains 39501 members 
Mstep: Class 25 contains 9287 members 
Mstep: Class 26 contains 4039 members 
Mstep: Class 27 contains 8845 members 
Mstep: Class 28 contains 3826 members 
Mstep: Class 29 contains 7834 members 
Mstep: Class 30 contains 6673 members 
Mstep: Class 31 contains 23377 members 
Mstep: Class 32 contains 39880 members 
Mstep: Class 33 contains 17902 members 
Mstep: Class 34 contains 4467 members 
Mstep: Class 35 contains 11431 members 
Mstep: Class 36 contains 2456 members 
Mstep: Class 37 contains 2732 members 
Mstep: Class 38 contains 19041 members 
Mstep: Class 39 contains 1358 members 
Mstep: Class 40 contains 14748 members 
Mstep: Class 41 contains 1936 members 
Mstep: Class 42 contains 1130 members 
Mstep: Class 43 contains 4232 members 
Mstep: Class 44 contains 3933 members 
Mstep: Class 45 contains 3182 members 
Mstep: Class 46 contains 4954 members 
Mstep: Class 47 contains 12326 members 
Mstep: Class 48 contains 2907 members 
Mstep: Class 49 contains 8048 members 
Mstep: Class 50 contains 27415 members 
Mstep: Class 51 contains 3318 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100306272.000000 Penalty: 112857.750000
Iteration 169Q: 52 clusters Score -1.003063e+08 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 5670 members 
Mstep: Class 3 contains 5336 members 
Mstep: Class 4 contains 35047 members 
Mstep: Class 5 contains 95904 members 
Mstep: Class 6 contains 461 members 
Mstep: Class 7 contains 17675 members 
Mstep: Class 8 contains 152441 members 
Mstep: Class 9 contains 8808 members 
Mstep: Class 10 contains 2179 members 
Mstep: Class 11 contains 452 members 
Mstep: Class 12 contains 17980 members 
Mstep: Class 13 contains 1413 members 
Mstep: Class 14 contains 1883 members 
Mstep: Class 15 contains 8221 members 
Mstep: Class 16 contains 38983 members 
Mstep: Class 17 contains 56485 members 
Mstep: Class 18 contains 2375 members 
Mstep: Class 19 contains 11488 members 
Mstep: Class 20 contains 37868 members 
Mstep: Class 21 contains 8070 members 
Mstep: Class 22 contains 12589 members 
Mstep: Class 23 contains 3055 members 
Mstep: Class 24 contains 39501 members 
Mstep: Class 25 contains 9288 members 
Mstep: Class 26 contains 4043 members 
Mstep: Class 27 contains 8846 members 
Mstep: Class 28 contains 3826 members 
Mstep: Class 29 contains 7817 members 
Mstep: Class 30 contains 6673 members 
Mstep: Class 31 contains 23381 members 
Mstep: Class 32 contains 39885 members 
Mstep: Class 33 contains 17900 members 
Mstep: Class 34 contains 4532 members 
Mstep: Class 35 contains 11431 members 
Mstep: Class 36 contains 2456 members 
Mstep: Class 37 contains 2732 members 
Mstep: Class 38 contains 19044 members 
Mstep: Class 39 contains 1358 members 
Mstep: Class 40 contains 14745 members 
Mstep: Class 41 contains 1937 members 
Mstep: Class 42 contains 1130 members 
Mstep: Class 43 contains 4232 members 
Mstep: Class 44 contains 3944 members 
Mstep: Class 45 contains 3183 members 
Mstep: Class 46 contains 4961 members 
Mstep: Class 47 contains 12326 members 
Mstep: Class 48 contains 2905 members 
Mstep: Class 49 contains 8047 members 
Mstep: Class 50 contains 27414 members 
Mstep: Class 51 contains 3318 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100306224.000000 Penalty: 112857.750000
Iteration 170Q: 52 clusters Score -1.003062e+08 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 5337 members 
Mstep: Class 2 contains 5676 members 
Mstep: Class 3 contains 5331 members 
Mstep: Class 4 contains 35044 members 
Mstep: Class 5 contains 95901 members 
Mstep: Class 6 contains 461 members 
Mstep: Class 7 contains 17668 members 
Mstep: Class 8 contains 152441 members 
Mstep: Class 9 contains 8808 members 
Mstep: Class 10 contains 2179 members 
Mstep: Class 11 contains 452 members 
Mstep: Class 12 contains 17980 members 
Mstep: Class 13 contains 1413 members 
Mstep: Class 14 contains 1884 members 
Mstep: Class 15 contains 8221 members 
Mstep: Class 16 contains 38981 members 
Mstep: Class 17 contains 56474 members 
Mstep: Class 18 contains 2374 members 
Mstep: Class 19 contains 11492 members 
Mstep: Class 20 contains 37786 members 
Mstep: Class 21 contains 8068 members 
Mstep: Class 22 contains 12589 members 
Mstep: Class 23 contains 3057 members 
Mstep: Class 24 contains 39503 members 
Mstep: Class 25 contains 9294 members 
Mstep: Class 26 contains 4053 members 
Mstep: Class 27 contains 8846 members 
Mstep: Class 28 contains 3825 members 
Mstep: Class 29 contains 7814 members 
Mstep: Class 30 contains 6672 members 
Mstep: Class 31 contains 23383 members 
Mstep: Class 32 contains 39894 members 
Mstep: Class 33 contains 17897 members 
Mstep: Class 34 contains 4588 members 
Mstep: Class 35 contains 11431 members 
Mstep: Class 36 contains 2457 members 
Mstep: Class 37 contains 2734 members 
Mstep: Class 38 contains 19046 members 
Mstep: Class 39 contains 1358 members 
Mstep: Class 40 contains 14744 members 
Mstep: Class 41 contains 1937 members 
Mstep: Class 42 contains 1130 members 
Mstep: Class 43 contains 4231 members 
Mstep: Class 44 contains 3955 members 
Mstep: Class 45 contains 3183 members 
Mstep: Class 46 contains 4972 members 
Mstep: Class 47 contains 12325 members 
Mstep: Class 48 contains 2900 members 
Mstep: Class 49 contains 8047 members 
Mstep: Class 50 contains 27418 members 
Mstep: Class 51 contains 3320 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100306128.000000 Penalty: 112857.750000
Iteration 171Q: 52 clusters Score -1.003061e+08 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 5337 members 
Mstep: Class 2 contains 5682 members 
Mstep: Class 3 contains 5328 members 
Mstep: Class 4 contains 35040 members 
Mstep: Class 5 contains 95905 members 
Mstep: Class 6 contains 461 members 
Mstep: Class 7 contains 17666 members 
Mstep: Class 8 contains 152455 members 
Mstep: Class 9 contains 8811 members 
Mstep: Class 10 contains 2179 members 
Mstep: Class 11 contains 452 members 
Mstep: Class 12 contains 17982 members 
Mstep: Class 13 contains 1413 members 
Mstep: Class 14 contains 1885 members 
Mstep: Class 15 contains 8222 members 
Mstep: Class 16 contains 38980 members 
Mstep: Class 17 contains 56465 members 
Mstep: Class 18 contains 2373 members 
Mstep: Class 19 contains 11493 members 
Mstep: Class 20 contains 37718 members 
Mstep: Class 21 contains 8067 members 
Mstep: Class 22 contains 12589 members 
Mstep: Class 23 contains 3061 members 
Mstep: Class 24 contains 39509 members 
Mstep: Class 25 contains 9300 members 
Mstep: Class 26 contains 4057 members 
Mstep: Class 27 contains 8846 members 
Mstep: Class 28 contains 3821 members 
Mstep: Class 29 contains 7799 members 
Mstep: Class 30 contains 6670 members 
Mstep: Class 31 contains 23387 members 
Mstep: Class 32 contains 39897 members 
Mstep: Class 33 contains 17891 members 
Mstep: Class 34 contains 4632 members 
Mstep: Class 35 contains 11428 members 
Mstep: Class 36 contains 2457 members 
Mstep: Class 37 contains 2740 members 
Mstep: Class 38 contains 19046 members 
Mstep: Class 39 contains 1358 members 
Mstep: Class 40 contains 14742 members 
Mstep: Class 41 contains 1937 members 
Mstep: Class 42 contains 1130 members 
Mstep: Class 43 contains 4231 members 
Mstep: Class 44 contains 3965 members 
Mstep: Class 45 contains 3183 members 
Mstep: Class 46 contains 4971 members 
Mstep: Class 47 contains 12327 members 
Mstep: Class 48 contains 2901 members 
Mstep: Class 49 contains 8047 members 
Mstep: Class 50 contains 27418 members 
Mstep: Class 51 contains 3320 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100306240.000000 Penalty: 112857.750000
Iteration 172Q: 52 clusters Score -1.003062e+08 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 5686 members 
Mstep: Class 3 contains 5327 members 
Mstep: Class 4 contains 35031 members 
Mstep: Class 5 contains 95906 members 
Mstep: Class 6 contains 461 members 
Mstep: Class 7 contains 17664 members 
Mstep: Class 8 contains 152451 members 
Mstep: Class 9 contains 8813 members 
Mstep: Class 10 contains 2179 members 
Mstep: Class 11 contains 452 members 
Mstep: Class 12 contains 17981 members 
Mstep: Class 13 contains 1411 members 
Mstep: Class 14 contains 1886 members 
Mstep: Class 15 contains 8222 members 
Mstep: Class 16 contains 38981 members 
Mstep: Class 17 contains 56459 members 
Mstep: Class 18 contains 2373 members 
Mstep: Class 19 contains 11497 members 
Mstep: Class 20 contains 37662 members 
Mstep: Class 21 contains 8067 members 
Mstep: Class 22 contains 12590 members 
Mstep: Class 23 contains 3060 members 
Mstep: Class 24 contains 39523 members 
Mstep: Class 25 contains 9304 members 
Mstep: Class 26 contains 4059 members 
Mstep: Class 27 contains 8846 members 
Mstep: Class 28 contains 3824 members 
Mstep: Class 29 contains 7789 members 
Mstep: Class 30 contains 6671 members 
Mstep: Class 31 contains 23392 members 
Mstep: Class 32 contains 39901 members 
Mstep: Class 33 contains 17885 members 
Mstep: Class 34 contains 4659 members 
Mstep: Class 35 contains 11426 members 
Mstep: Class 36 contains 2455 members 
Mstep: Class 37 contains 2740 members 
Mstep: Class 38 contains 19053 members 
Mstep: Class 39 contains 1358 members 
Mstep: Class 40 contains 14744 members 
Mstep: Class 41 contains 1937 members 
Mstep: Class 42 contains 1130 members 
Mstep: Class 43 contains 4230 members 
Mstep: Class 44 contains 3977 members 
Mstep: Class 45 contains 3184 members 
Mstep: Class 46 contains 4974 members 
Mstep: Class 47 contains 12328 members 
Mstep: Class 48 contains 2901 members 
Mstep: Class 49 contains 8047 members 
Mstep: Class 50 contains 27421 members 
Mstep: Class 51 contains 3321 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100306192.000000 Penalty: 112857.750000
Iteration 173Q: 52 clusters Score -1.003062e+08 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 5338 members 
Mstep: Class 2 contains 5689 members 
Mstep: Class 3 contains 5326 members 
Mstep: Class 4 contains 35024 members 
Mstep: Class 5 contains 95907 members 
Mstep: Class 6 contains 461 members 
Mstep: Class 7 contains 17660 members 
Mstep: Class 8 contains 152448 members 
Mstep: Class 9 contains 8813 members 
Mstep: Class 10 contains 2179 members 
Mstep: Class 11 contains 452 members 
Mstep: Class 12 contains 17982 members 
Mstep: Class 13 contains 1409 members 
Mstep: Class 14 contains 1887 members 
Mstep: Class 15 contains 8222 members 
Mstep: Class 16 contains 38984 members 
Mstep: Class 17 contains 56457 members 
Mstep: Class 18 contains 2373 members 
Mstep: Class 19 contains 11492 members 
Mstep: Class 20 contains 37627 members 
Mstep: Class 21 contains 8067 members 
Mstep: Class 22 contains 12591 members 
Mstep: Class 23 contains 3060 members 
Mstep: Class 24 contains 39529 members 
Mstep: Class 25 contains 9302 members 
Mstep: Class 26 contains 4064 members 
Mstep: Class 27 contains 8846 members 
Mstep: Class 28 contains 3823 members 
Mstep: Class 29 contains 7783 members 
Mstep: Class 30 contains 6671 members 
Mstep: Class 31 contains 23392 members 
Mstep: Class 32 contains 39905 members 
Mstep: Class 33 contains 17881 members 
Mstep: Class 34 contains 4692 members 
Mstep: Class 35 contains 11425 members 
Mstep: Class 36 contains 2454 members 
Mstep: Class 37 contains 2739 members 
Mstep: Class 38 contains 19058 members 
Mstep: Class 39 contains 1358 members 
Mstep: Class 40 contains 14745 members 
Mstep: Class 41 contains 1937 members 
Mstep: Class 42 contains 1130 members 
Mstep: Class 43 contains 4230 members 
Mstep: Class 44 contains 3980 members 
Mstep: Class 45 contains 3185 members 
Mstep: Class 46 contains 4978 members 
Mstep: Class 47 contains 12330 members 
Mstep: Class 48 contains 2901 members 
Mstep: Class 49 contains 8046 members 
Mstep: Class 50 contains 27421 members 
Mstep: Class 51 contains 3321 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100306216.000000 Penalty: 112857.750000
Iteration 174Q: 52 clusters Score -1.003062e+08 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 5338 members 
Mstep: Class 2 contains 5693 members 
Mstep: Class 3 contains 5326 members 
Mstep: Class 4 contains 35019 members 
Mstep: Class 5 contains 95896 members 
Mstep: Class 6 contains 461 members 
Mstep: Class 7 contains 17652 members 
Mstep: Class 8 contains 152446 members 
Mstep: Class 9 contains 8815 members 
Mstep: Class 10 contains 2179 members 
Mstep: Class 11 contains 452 members 
Mstep: Class 12 contains 17985 members 
Mstep: Class 13 contains 1408 members 
Mstep: Class 14 contains 1887 members 
Mstep: Class 15 contains 8223 members 
Mstep: Class 16 contains 38982 members 
Mstep: Class 17 contains 56459 members 
Mstep: Class 18 contains 2373 members 
Mstep: Class 19 contains 11493 members 
Mstep: Class 20 contains 37609 members 
Mstep: Class 21 contains 8066 members 
Mstep: Class 22 contains 12592 members 
Mstep: Class 23 contains 3060 members 
Mstep: Class 24 contains 39530 members 
Mstep: Class 25 contains 9299 members 
Mstep: Class 26 contains 4064 members 
Mstep: Class 27 contains 8846 members 
Mstep: Class 28 contains 3822 members 
Mstep: Class 29 contains 7779 members 
Mstep: Class 30 contains 6672 members 
Mstep: Class 31 contains 23395 members 
Mstep: Class 32 contains 39907 members 
Mstep: Class 33 contains 17881 members 
Mstep: Class 34 contains 4721 members 
Mstep: Class 35 contains 11426 members 
Mstep: Class 36 contains 2451 members 
Mstep: Class 37 contains 2739 members 
Mstep: Class 38 contains 19062 members 
Mstep: Class 39 contains 1358 members 
Mstep: Class 40 contains 14747 members 
Mstep: Class 41 contains 1937 members 
Mstep: Class 42 contains 1130 members 
Mstep: Class 43 contains 4231 members 
Mstep: Class 44 contains 3979 members 
Mstep: Class 45 contains 3186 members 
Mstep: Class 46 contains 4979 members 
Mstep: Class 47 contains 12331 members 
Mstep: Class 48 contains 2903 members 
Mstep: Class 49 contains 8045 members 
Mstep: Class 50 contains 27419 members 
Mstep: Class 51 contains 3321 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100306104.000000 Penalty: 112857.750000
Iteration 175Q: 52 clusters Score -1.003061e+08 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 5338 members 
Mstep: Class 2 contains 5693 members 
Mstep: Class 3 contains 5325 members 
Mstep: Class 4 contains 35015 members 
Mstep: Class 5 contains 95896 members 
Mstep: Class 6 contains 461 members 
Mstep: Class 7 contains 17641 members 
Mstep: Class 8 contains 152450 members 
Mstep: Class 9 contains 8817 members 
Mstep: Class 10 contains 2179 members 
Mstep: Class 11 contains 452 members 
Mstep: Class 12 contains 17986 members 
Mstep: Class 13 contains 1409 members 
Mstep: Class 14 contains 1887 members 
Mstep: Class 15 contains 8225 members 
Mstep: Class 16 contains 38981 members 
Mstep: Class 17 contains 56460 members 
Mstep: Class 18 contains 2373 members 
Mstep: Class 19 contains 11494 members 
Mstep: Class 20 contains 37588 members 
Mstep: Class 21 contains 8067 members 
Mstep: Class 22 contains 12593 members 
Mstep: Class 23 contains 3062 members 
Mstep: Class 24 contains 39536 members 
Mstep: Class 25 contains 9298 members 
Mstep: Class 26 contains 4063 members 
Mstep: Class 27 contains 8846 members 
Mstep: Class 28 contains 3821 members 
Mstep: Class 29 contains 7770 members 
Mstep: Class 30 contains 6674 members 
Mstep: Class 31 contains 23398 members 
Mstep: Class 32 contains 39911 members 
Mstep: Class 33 contains 17880 members 
Mstep: Class 34 contains 4735 members 
Mstep: Class 35 contains 11423 members 
Mstep: Class 36 contains 2448 members 
Mstep: Class 37 contains 2740 members 
Mstep: Class 38 contains 19062 members 
Mstep: Class 39 contains 1358 members 
Mstep: Class 40 contains 14748 members 
Mstep: Class 41 contains 1937 members 
Mstep: Class 42 contains 1130 members 
Mstep: Class 43 contains 4230 members 
Mstep: Class 44 contains 3985 members 
Mstep: Class 45 contains 3188 members 
Mstep: Class 46 contains 4981 members 
Mstep: Class 47 contains 12332 members 
Mstep: Class 48 contains 2903 members 
Mstep: Class 49 contains 8045 members 
Mstep: Class 50 contains 27419 members 
Mstep: Class 51 contains 3321 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100306032.000000 Penalty: 112857.750000
Iteration 176Q: 52 clusters Score -1.00306e+08 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 5690 members 
Mstep: Class 3 contains 5326 members 
Mstep: Class 4 contains 35010 members 
Mstep: Class 5 contains 95896 members 
Mstep: Class 6 contains 461 members 
Mstep: Class 7 contains 17631 members 
Mstep: Class 8 contains 152449 members 
Mstep: Class 9 contains 8818 members 
Mstep: Class 10 contains 2179 members 
Mstep: Class 11 contains 452 members 
Mstep: Class 12 contains 17988 members 
Mstep: Class 13 contains 1409 members 
Mstep: Class 14 contains 1887 members 
Mstep: Class 15 contains 8226 members 
Mstep: Class 16 contains 38981 members 
Mstep: Class 17 contains 56456 members 
Mstep: Class 18 contains 2373 members 
Mstep: Class 19 contains 11494 members 
Mstep: Class 20 contains 37571 members 
Mstep: Class 21 contains 8067 members 
Mstep: Class 22 contains 12594 members 
Mstep: Class 23 contains 3065 members 
Mstep: Class 24 contains 39544 members 
Mstep: Class 25 contains 9300 members 
Mstep: Class 26 contains 4063 members 
Mstep: Class 27 contains 8846 members 
Mstep: Class 28 contains 3821 members 
Mstep: Class 29 contains 7768 members 
Mstep: Class 30 contains 6673 members 
Mstep: Class 31 contains 23401 members 
Mstep: Class 32 contains 39914 members 
Mstep: Class 33 contains 17880 members 
Mstep: Class 34 contains 4748 members 
Mstep: Class 35 contains 11421 members 
Mstep: Class 36 contains 2447 members 
Mstep: Class 37 contains 2741 members 
Mstep: Class 38 contains 19061 members 
Mstep: Class 39 contains 1358 members 
Mstep: Class 40 contains 14749 members 
Mstep: Class 41 contains 1937 members 
Mstep: Class 42 contains 1130 members 
Mstep: Class 43 contains 4230 members 
Mstep: Class 44 contains 3987 members 
Mstep: Class 45 contains 3190 members 
Mstep: Class 46 contains 4980 members 
Mstep: Class 47 contains 12333 members 
Mstep: Class 48 contains 2903 members 
Mstep: Class 49 contains 8045 members 
Mstep: Class 50 contains 27420 members 
Mstep: Class 51 contains 3321 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100306000.000000 Penalty: 112857.750000
Iteration 177Q: 52 clusters Score -1.00306e+08 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 5691 members 
Mstep: Class 3 contains 5325 members 
Mstep: Class 4 contains 35003 members 
Mstep: Class 5 contains 95894 members 
Mstep: Class 6 contains 460 members 
Mstep: Class 7 contains 17628 members 
Mstep: Class 8 contains 152454 members 
Mstep: Class 9 contains 8818 members 
Mstep: Class 10 contains 2179 members 
Mstep: Class 11 contains 452 members 
Mstep: Class 12 contains 17988 members 
Mstep: Class 13 contains 1406 members 
Mstep: Class 14 contains 1887 members 
Mstep: Class 15 contains 8226 members 
Mstep: Class 16 contains 38982 members 
Mstep: Class 17 contains 56453 members 
Mstep: Class 18 contains 2373 members 
Mstep: Class 19 contains 11492 members 
Mstep: Class 20 contains 37554 members 
Mstep: Class 21 contains 8067 members 
Mstep: Class 22 contains 12594 members 
Mstep: Class 23 contains 3065 members 
Mstep: Class 24 contains 39547 members 
Mstep: Class 25 contains 9299 members 
Mstep: Class 26 contains 4064 members 
Mstep: Class 27 contains 8846 members 
Mstep: Class 28 contains 3821 members 
Mstep: Class 29 contains 7764 members 
Mstep: Class 30 contains 6674 members 
Mstep: Class 31 contains 23402 members 
Mstep: Class 32 contains 39922 members 
Mstep: Class 33 contains 17880 members 
Mstep: Class 34 contains 4763 members 
Mstep: Class 35 contains 11419 members 
Mstep: Class 36 contains 2447 members 
Mstep: Class 37 contains 2741 members 
Mstep: Class 38 contains 19060 members 
Mstep: Class 39 contains 1358 members 
Mstep: Class 40 contains 14751 members 
Mstep: Class 41 contains 1937 members 
Mstep: Class 42 contains 1130 members 
Mstep: Class 43 contains 4230 members 
Mstep: Class 44 contains 3994 members 
Mstep: Class 45 contains 3190 members 
Mstep: Class 46 contains 4979 members 
Mstep: Class 47 contains 12334 members 
Mstep: Class 48 contains 2904 members 
Mstep: Class 49 contains 8045 members 
Mstep: Class 50 contains 27421 members 
Mstep: Class 51 contains 3321 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100306144.000000 Penalty: 112857.750000
Iteration 178Q: 52 clusters Score -1.003061e+08 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 5693 members 
Mstep: Class 3 contains 5324 members 
Mstep: Class 4 contains 35003 members 
Mstep: Class 5 contains 95898 members 
Mstep: Class 6 contains 461 members 
Mstep: Class 7 contains 17623 members 
Mstep: Class 8 contains 152457 members 
Mstep: Class 9 contains 8819 members 
Mstep: Class 10 contains 2179 members 
Mstep: Class 11 contains 452 members 
Mstep: Class 12 contains 17989 members 
Mstep: Class 13 contains 1407 members 
Mstep: Class 14 contains 1887 members 
Mstep: Class 15 contains 8227 members 
Mstep: Class 16 contains 38983 members 
Mstep: Class 17 contains 56447 members 
Mstep: Class 18 contains 2373 members 
Mstep: Class 19 contains 11493 members 
Mstep: Class 20 contains 37541 members 
Mstep: Class 21 contains 8067 members 
Mstep: Class 22 contains 12594 members 
Mstep: Class 23 contains 3065 members 
Mstep: Class 24 contains 39547 members 
Mstep: Class 25 contains 9300 members 
Mstep: Class 26 contains 4064 members 
Mstep: Class 27 contains 8846 members 
Mstep: Class 28 contains 3819 members 
Mstep: Class 29 contains 7757 members 
Mstep: Class 30 contains 6674 members 
Mstep: Class 31 contains 23406 members 
Mstep: Class 32 contains 39928 members 
Mstep: Class 33 contains 17880 members 
Mstep: Class 34 contains 4776 members 
Mstep: Class 35 contains 11416 members 
Mstep: Class 36 contains 2447 members 
Mstep: Class 37 contains 2741 members 
Mstep: Class 38 contains 19051 members 
Mstep: Class 39 contains 1358 members 
Mstep: Class 40 contains 14749 members 
Mstep: Class 41 contains 1937 members 
Mstep: Class 42 contains 1130 members 
Mstep: Class 43 contains 4230 members 
Mstep: Class 44 contains 4000 members 
Mstep: Class 45 contains 3190 members 
Mstep: Class 46 contains 4980 members 
Mstep: Class 47 contains 12334 members 
Mstep: Class 48 contains 2904 members 
Mstep: Class 49 contains 8045 members 
Mstep: Class 50 contains 27422 members 
Mstep: Class 51 contains 3321 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100306096.000000 Penalty: 112857.750000
Iteration 179Q: 52 clusters Score -1.003061e+08 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 5693 members 
Mstep: Class 3 contains 5325 members 
Mstep: Class 4 contains 34999 members 
Mstep: Class 5 contains 95900 members 
Mstep: Class 6 contains 460 members 
Mstep: Class 7 contains 17621 members 
Mstep: Class 8 contains 152457 members 
Mstep: Class 9 contains 8820 members 
Mstep: Class 10 contains 2179 members 
Mstep: Class 11 contains 452 members 
Mstep: Class 12 contains 17988 members 
Mstep: Class 13 contains 1408 members 
Mstep: Class 14 contains 1887 members 
Mstep: Class 15 contains 8228 members 
Mstep: Class 16 contains 38983 members 
Mstep: Class 17 contains 56441 members 
Mstep: Class 18 contains 2373 members 
Mstep: Class 19 contains 11492 members 
Mstep: Class 20 contains 37526 members 
Mstep: Class 21 contains 8067 members 
Mstep: Class 22 contains 12594 members 
Mstep: Class 23 contains 3068 members 
Mstep: Class 24 contains 39549 members 
Mstep: Class 25 contains 9305 members 
Mstep: Class 26 contains 4065 members 
Mstep: Class 27 contains 8846 members 
Mstep: Class 28 contains 3820 members 
Mstep: Class 29 contains 7753 members 
Mstep: Class 30 contains 6674 members 
Mstep: Class 31 contains 23407 members 
Mstep: Class 32 contains 39930 members 
Mstep: Class 33 contains 17880 members 
Mstep: Class 34 contains 4784 members 
Mstep: Class 35 contains 11415 members 
Mstep: Class 36 contains 2447 members 
Mstep: Class 37 contains 2741 members 
Mstep: Class 38 contains 19054 members 
Mstep: Class 39 contains 1358 members 
Mstep: Class 40 contains 14749 members 
Mstep: Class 41 contains 1937 members 
Mstep: Class 42 contains 1130 members 
Mstep: Class 43 contains 4230 members 
Mstep: Class 44 contains 4001 members 
Mstep: Class 45 contains 3190 members 
Mstep: Class 46 contains 4983 members 
Mstep: Class 47 contains 12334 members 
Mstep: Class 48 contains 2902 members 
Mstep: Class 49 contains 8045 members 
Mstep: Class 50 contains 27423 members 
Mstep: Class 51 contains 3321 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100306192.000000 Penalty: 112857.750000
Iteration 180F: 52 clusters Score -1.003062e+08 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 5693 members 
Mstep: Class 3 contains 5325 members 
Mstep: Class 4 contains 34998 members 
Mstep: Class 5 contains 95897 members 
Mstep: Class 6 contains 461 members 
Mstep: Class 7 contains 17621 members 
Mstep: Class 8 contains 152458 members 
Mstep: Class 9 contains 8820 members 
Mstep: Class 10 contains 2179 members 
Mstep: Class 11 contains 452 members 
Mstep: Class 12 contains 17987 members 
Mstep: Class 13 contains 1406 members 
Mstep: Class 14 contains 1887 members 
Mstep: Class 15 contains 8228 members 
Mstep: Class 16 contains 38983 members 
Mstep: Class 17 contains 56436 members 
Mstep: Class 18 contains 2373 members 
Mstep: Class 19 contains 11491 members 
Mstep: Class 20 contains 37514 members 
Mstep: Class 21 contains 8067 members 
Mstep: Class 22 contains 12594 members 
Mstep: Class 23 contains 3068 members 
Mstep: Class 24 contains 39552 members 
Mstep: Class 25 contains 9309 members 
Mstep: Class 26 contains 4065 members 
Mstep: Class 27 contains 8846 members 
Mstep: Class 28 contains 3819 members 
Mstep: Class 29 contains 7747 members 
Mstep: Class 30 contains 6674 members 
Mstep: Class 31 contains 23408 members 
Mstep: Class 32 contains 39933 members 
Mstep: Class 33 contains 17880 members 
Mstep: Class 34 contains 4796 members 
Mstep: Class 35 contains 11417 members 
Mstep: Class 36 contains 2447 members 
Mstep: Class 37 contains 2741 members 
Mstep: Class 38 contains 19057 members 
Mstep: Class 39 contains 1358 members 
Mstep: Class 40 contains 14748 members 
Mstep: Class 41 contains 1937 members 
Mstep: Class 42 contains 1130 members 
Mstep: Class 43 contains 4230 members 
Mstep: Class 44 contains 4002 members 
Mstep: Class 45 contains 3190 members 
Mstep: Class 46 contains 4983 members 
Mstep: Class 47 contains 12334 members 
Mstep: Class 48 contains 2905 members 
Mstep: Class 49 contains 8044 members 
Mstep: Class 50 contains 27423 members 
Mstep: Class 51 contains 3321 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100306256.000000 Penalty: 112857.750000
Iteration 181Q: 52 clusters Score -1.003063e+08 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 5693 members 
Mstep: Class 3 contains 5325 members 
Mstep: Class 4 contains 34996 members 
Mstep: Class 5 contains 95898 members 
Mstep: Class 6 contains 461 members 
Mstep: Class 7 contains 17620 members 
Mstep: Class 8 contains 152461 members 
Mstep: Class 9 contains 8821 members 
Mstep: Class 10 contains 2179 members 
Mstep: Class 11 contains 452 members 
Mstep: Class 12 contains 17988 members 
Mstep: Class 13 contains 1405 members 
Mstep: Class 14 contains 1887 members 
Mstep: Class 15 contains 8228 members 
Mstep: Class 16 contains 38983 members 
Mstep: Class 17 contains 56434 members 
Mstep: Class 18 contains 2373 members 
Mstep: Class 19 contains 11488 members 
Mstep: Class 20 contains 37500 members 
Mstep: Class 21 contains 8067 members 
Mstep: Class 22 contains 12594 members 
Mstep: Class 23 contains 3068 members 
Mstep: Class 24 contains 39555 members 
Mstep: Class 25 contains 9309 members 
Mstep: Class 26 contains 4066 members 
Mstep: Class 27 contains 8847 members 
Mstep: Class 28 contains 3818 members 
Mstep: Class 29 contains 7743 members 
Mstep: Class 30 contains 6674 members 
Mstep: Class 31 contains 23409 members 
Mstep: Class 32 contains 39933 members 
Mstep: Class 33 contains 17880 members 
Mstep: Class 34 contains 4805 members 
Mstep: Class 35 contains 11417 members 
Mstep: Class 36 contains 2447 members 
Mstep: Class 37 contains 2741 members 
Mstep: Class 38 contains 19056 members 
Mstep: Class 39 contains 1358 members 
Mstep: Class 40 contains 14747 members 
Mstep: Class 41 contains 1937 members 
Mstep: Class 42 contains 1130 members 
Mstep: Class 43 contains 4230 members 
Mstep: Class 44 contains 4003 members 
Mstep: Class 45 contains 3191 members 
Mstep: Class 46 contains 4988 members 
Mstep: Class 47 contains 12334 members 
Mstep: Class 48 contains 2907 members 
Mstep: Class 49 contains 8044 members 
Mstep: Class 50 contains 27423 members 
Mstep: Class 51 contains 3321 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100306248.000000 Penalty: 112857.750000
Iteration 182Q: 52 clusters Score -1.003062e+08 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 5693 members 
Mstep: Class 3 contains 5326 members 
Mstep: Class 4 contains 34990 members 
Mstep: Class 5 contains 95904 members 
Mstep: Class 6 contains 461 members 
Mstep: Class 7 contains 17619 members 
Mstep: Class 8 contains 152462 members 
Mstep: Class 9 contains 8822 members 
Mstep: Class 10 contains 2179 members 
Mstep: Class 11 contains 452 members 
Mstep: Class 12 contains 17988 members 
Mstep: Class 13 contains 1405 members 
Mstep: Class 14 contains 1887 members 
Mstep: Class 15 contains 8228 members 
Mstep: Class 16 contains 38983 members 
Mstep: Class 17 contains 56429 members 
Mstep: Class 18 contains 2373 members 
Mstep: Class 19 contains 11486 members 
Mstep: Class 20 contains 37487 members 
Mstep: Class 21 contains 8067 members 
Mstep: Class 22 contains 12594 members 
Mstep: Class 23 contains 3069 members 
Mstep: Class 24 contains 39558 members 
Mstep: Class 25 contains 9309 members 
Mstep: Class 26 contains 4068 members 
Mstep: Class 27 contains 8847 members 
Mstep: Class 28 contains 3817 members 
Mstep: Class 29 contains 7744 members 
Mstep: Class 30 contains 6674 members 
Mstep: Class 31 contains 23410 members 
Mstep: Class 32 contains 39933 members 
Mstep: Class 33 contains 17880 members 
Mstep: Class 34 contains 4819 members 
Mstep: Class 35 contains 11414 members 
Mstep: Class 36 contains 2447 members 
Mstep: Class 37 contains 2742 members 
Mstep: Class 38 contains 19056 members 
Mstep: Class 39 contains 1358 members 
Mstep: Class 40 contains 14746 members 
Mstep: Class 41 contains 1937 members 
Mstep: Class 42 contains 1130 members 
Mstep: Class 43 contains 4231 members 
Mstep: Class 44 contains 4002 members 
Mstep: Class 45 contains 3191 members 
Mstep: Class 46 contains 4988 members 
Mstep: Class 47 contains 12334 members 
Mstep: Class 48 contains 2908 members 
Mstep: Class 49 contains 8044 members 
Mstep: Class 50 contains 27422 members 
Mstep: Class 51 contains 3321 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100306208.000000 Penalty: 112857.750000
Iteration 183Q: 52 clusters Score -1.003062e+08 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 5694 members 
Mstep: Class 3 contains 5322 members 
Mstep: Class 4 contains 34989 members 
Mstep: Class 5 contains 95905 members 
Mstep: Class 6 contains 461 members 
Mstep: Class 7 contains 17616 members 
Mstep: Class 8 contains 152456 members 
Mstep: Class 9 contains 8820 members 
Mstep: Class 10 contains 2178 members 
Mstep: Class 11 contains 452 members 
Mstep: Class 12 contains 17987 members 
Mstep: Class 13 contains 1404 members 
Mstep: Class 14 contains 1887 members 
Mstep: Class 15 contains 8230 members 
Mstep: Class 16 contains 38982 members 
Mstep: Class 17 contains 56428 members 
Mstep: Class 18 contains 2373 members 
Mstep: Class 19 contains 11485 members 
Mstep: Class 20 contains 37470 members 
Mstep: Class 21 contains 8067 members 
Mstep: Class 22 contains 12594 members 
Mstep: Class 23 contains 3069 members 
Mstep: Class 24 contains 39559 members 
Mstep: Class 25 contains 9310 members 
Mstep: Class 26 contains 4073 members 
Mstep: Class 27 contains 8848 members 
Mstep: Class 28 contains 3818 members 
Mstep: Class 29 contains 7743 members 
Mstep: Class 30 contains 6674 members 
Mstep: Class 31 contains 23411 members 
Mstep: Class 32 contains 39934 members 
Mstep: Class 33 contains 17879 members 
Mstep: Class 34 contains 4838 members 
Mstep: Class 35 contains 11411 members 
Mstep: Class 36 contains 2447 members 
Mstep: Class 37 contains 2745 members 
Mstep: Class 38 contains 19059 members 
Mstep: Class 39 contains 1358 members 
Mstep: Class 40 contains 14748 members 
Mstep: Class 41 contains 1937 members 
Mstep: Class 42 contains 1130 members 
Mstep: Class 43 contains 4231 members 
Mstep: Class 44 contains 4004 members 
Mstep: Class 45 contains 3190 members 
Mstep: Class 46 contains 4987 members 
Mstep: Class 47 contains 12334 members 
Mstep: Class 48 contains 2909 members 
Mstep: Class 49 contains 8044 members 
Mstep: Class 50 contains 27422 members 
Mstep: Class 51 contains 3321 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100306264.000000 Penalty: 112857.750000
Iteration 184Q: 52 clusters Score -1.003063e+08 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 5695 members 
Mstep: Class 3 contains 5319 members 
Mstep: Class 4 contains 34990 members 
Mstep: Class 5 contains 95904 members 
Mstep: Class 6 contains 461 members 
Mstep: Class 7 contains 17613 members 
Mstep: Class 8 contains 152460 members 
Mstep: Class 9 contains 8818 members 
Mstep: Class 10 contains 2179 members 
Mstep: Class 11 contains 452 members 
Mstep: Class 12 contains 17987 members 
Mstep: Class 13 contains 1402 members 
Mstep: Class 14 contains 1887 members 
Mstep: Class 15 contains 8229 members 
Mstep: Class 16 contains 38981 members 
Mstep: Class 17 contains 56426 members 
Mstep: Class 18 contains 2373 members 
Mstep: Class 19 contains 11490 members 
Mstep: Class 20 contains 37451 members 
Mstep: Class 21 contains 8067 members 
Mstep: Class 22 contains 12594 members 
Mstep: Class 23 contains 3067 members 
Mstep: Class 24 contains 39559 members 
Mstep: Class 25 contains 9310 members 
Mstep: Class 26 contains 4074 members 
Mstep: Class 27 contains 8848 members 
Mstep: Class 28 contains 3820 members 
Mstep: Class 29 contains 7736 members 
Mstep: Class 30 contains 6674 members 
Mstep: Class 31 contains 23411 members 
Mstep: Class 32 contains 39933 members 
Mstep: Class 33 contains 17880 members 
Mstep: Class 34 contains 4857 members 
Mstep: Class 35 contains 11407 members 
Mstep: Class 36 contains 2447 members 
Mstep: Class 37 contains 2749 members 
Mstep: Class 38 contains 19066 members 
Mstep: Class 39 contains 1358 members 
Mstep: Class 40 contains 14746 members 
Mstep: Class 41 contains 1937 members 
Mstep: Class 42 contains 1129 members 
Mstep: Class 43 contains 4231 members 
Mstep: Class 44 contains 4004 members 
Mstep: Class 45 contains 3190 members 
Mstep: Class 46 contains 4990 members 
Mstep: Class 47 contains 12334 members 
Mstep: Class 48 contains 2911 members 
Mstep: Class 49 contains 8043 members 
Mstep: Class 50 contains 27423 members 
Mstep: Class 51 contains 3321 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100306216.000000 Penalty: 112857.750000
Iteration 185Q: 52 clusters Score -1.003062e+08 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 5696 members 
Mstep: Class 3 contains 5319 members 
Mstep: Class 4 contains 34990 members 
Mstep: Class 5 contains 95902 members 
Mstep: Class 6 contains 461 members 
Mstep: Class 7 contains 17613 members 
Mstep: Class 8 contains 152459 members 
Mstep: Class 9 contains 8822 members 
Mstep: Class 10 contains 2179 members 
Mstep: Class 11 contains 452 members 
Mstep: Class 12 contains 17986 members 
Mstep: Class 13 contains 1400 members 
Mstep: Class 14 contains 1887 members 
Mstep: Class 15 contains 8229 members 
Mstep: Class 16 contains 38978 members 
Mstep: Class 17 contains 56427 members 
Mstep: Class 18 contains 2373 members 
Mstep: Class 19 contains 11489 members 
Mstep: Class 20 contains 37433 members 
Mstep: Class 21 contains 8067 members 
Mstep: Class 22 contains 12594 members 
Mstep: Class 23 contains 3065 members 
Mstep: Class 24 contains 39559 members 
Mstep: Class 25 contains 9310 members 
Mstep: Class 26 contains 4077 members 
Mstep: Class 27 contains 8848 members 
Mstep: Class 28 contains 3819 members 
Mstep: Class 29 contains 7738 members 
Mstep: Class 30 contains 6674 members 
Mstep: Class 31 contains 23416 members 
Mstep: Class 32 contains 39933 members 
Mstep: Class 33 contains 17878 members 
Mstep: Class 34 contains 4869 members 
Mstep: Class 35 contains 11407 members 
Mstep: Class 36 contains 2448 members 
Mstep: Class 37 contains 2749 members 
Mstep: Class 38 contains 19067 members 
Mstep: Class 39 contains 1358 members 
Mstep: Class 40 contains 14743 members 
Mstep: Class 41 contains 1937 members 
Mstep: Class 42 contains 1129 members 
Mstep: Class 43 contains 4229 members 
Mstep: Class 44 contains 4006 members 
Mstep: Class 45 contains 3190 members 
Mstep: Class 46 contains 4992 members 
Mstep: Class 47 contains 12335 members 
Mstep: Class 48 contains 2911 members 
Mstep: Class 49 contains 8044 members 
Mstep: Class 50 contains 27423 members 
Mstep: Class 51 contains 3323 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100306248.000000 Penalty: 112857.750000
Iteration 186Q: 52 clusters Score -1.003062e+08 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 5697 members 
Mstep: Class 3 contains 5315 members 
Mstep: Class 4 contains 34990 members 
Mstep: Class 5 contains 95902 members 
Mstep: Class 6 contains 461 members 
Mstep: Class 7 contains 17609 members 
Mstep: Class 8 contains 152458 members 
Mstep: Class 9 contains 8824 members 
Mstep: Class 10 contains 2179 members 
Mstep: Class 11 contains 452 members 
Mstep: Class 12 contains 17984 members 
Mstep: Class 13 contains 1398 members 
Mstep: Class 14 contains 1887 members 
Mstep: Class 15 contains 8229 members 
Mstep: Class 16 contains 38977 members 
Mstep: Class 17 contains 56427 members 
Mstep: Class 18 contains 2373 members 
Mstep: Class 19 contains 11492 members 
Mstep: Class 20 contains 37424 members 
Mstep: Class 21 contains 8067 members 
Mstep: Class 22 contains 12594 members 
Mstep: Class 23 contains 3065 members 
Mstep: Class 24 contains 39556 members 
Mstep: Class 25 contains 9312 members 
Mstep: Class 26 contains 4079 members 
Mstep: Class 27 contains 8848 members 
Mstep: Class 28 contains 3818 members 
Mstep: Class 29 contains 7738 members 
Mstep: Class 30 contains 6673 members 
Mstep: Class 31 contains 23422 members 
Mstep: Class 32 contains 39936 members 
Mstep: Class 33 contains 17876 members 
Mstep: Class 34 contains 4877 members 
Mstep: Class 35 contains 11407 members 
Mstep: Class 36 contains 2447 members 
Mstep: Class 37 contains 2749 members 
Mstep: Class 38 contains 19070 members 
Mstep: Class 39 contains 1358 members 
Mstep: Class 40 contains 14740 members 
Mstep: Class 41 contains 1936 members 
Mstep: Class 42 contains 1129 members 
Mstep: Class 43 contains 4229 members 
Mstep: Class 44 contains 4005 members 
Mstep: Class 45 contains 3190 members 
Mstep: Class 46 contains 4994 members 
Mstep: Class 47 contains 12338 members 
Mstep: Class 48 contains 2913 members 
Mstep: Class 49 contains 8044 members 
Mstep: Class 50 contains 27423 members 
Mstep: Class 51 contains 3323 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100306248.000000 Penalty: 112857.750000
Iteration 187Q: 52 clusters Score -1.003062e+08 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 5699 members 
Mstep: Class 3 contains 5312 members 
Mstep: Class 4 contains 34991 members 
Mstep: Class 5 contains 95905 members 
Mstep: Class 6 contains 461 members 
Mstep: Class 7 contains 17607 members 
Mstep: Class 8 contains 152454 members 
Mstep: Class 9 contains 8824 members 
Mstep: Class 10 contains 2179 members 
Mstep: Class 11 contains 452 members 
Mstep: Class 12 contains 17983 members 
Mstep: Class 13 contains 1395 members 
Mstep: Class 14 contains 1887 members 
Mstep: Class 15 contains 8229 members 
Mstep: Class 16 contains 38974 members 
Mstep: Class 17 contains 56424 members 
Mstep: Class 18 contains 2373 members 
Mstep: Class 19 contains 11493 members 
Mstep: Class 20 contains 37416 members 
Mstep: Class 21 contains 8067 members 
Mstep: Class 22 contains 12595 members 
Mstep: Class 23 contains 3063 members 
Mstep: Class 24 contains 39554 members 
Mstep: Class 25 contains 9313 members 
Mstep: Class 26 contains 4080 members 
Mstep: Class 27 contains 8848 members 
Mstep: Class 28 contains 3817 members 
Mstep: Class 29 contains 7738 members 
Mstep: Class 30 contains 6674 members 
Mstep: Class 31 contains 23426 members 
Mstep: Class 32 contains 39938 members 
Mstep: Class 33 contains 17875 members 
Mstep: Class 34 contains 4889 members 
Mstep: Class 35 contains 11407 members 
Mstep: Class 36 contains 2446 members 
Mstep: Class 37 contains 2749 members 
Mstep: Class 38 contains 19074 members 
Mstep: Class 39 contains 1359 members 
Mstep: Class 40 contains 14738 members 
Mstep: Class 41 contains 1936 members 
Mstep: Class 42 contains 1129 members 
Mstep: Class 43 contains 4229 members 
Mstep: Class 44 contains 4005 members 
Mstep: Class 45 contains 3190 members 
Mstep: Class 46 contains 4997 members 
Mstep: Class 47 contains 12339 members 
Mstep: Class 48 contains 2913 members 
Mstep: Class 49 contains 8044 members 
Mstep: Class 50 contains 27421 members 
Mstep: Class 51 contains 3323 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100306304.000000 Penalty: 112857.750000
Iteration 188Q: 52 clusters Score -1.003063e+08 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 5699 members 
Mstep: Class 3 contains 5308 members 
Mstep: Class 4 contains 34991 members 
Mstep: Class 5 contains 95908 members 
Mstep: Class 6 contains 461 members 
Mstep: Class 7 contains 17603 members 
Mstep: Class 8 contains 152450 members 
Mstep: Class 9 contains 8825 members 
Mstep: Class 10 contains 2179 members 
Mstep: Class 11 contains 452 members 
Mstep: Class 12 contains 17983 members 
Mstep: Class 13 contains 1395 members 
Mstep: Class 14 contains 1887 members 
Mstep: Class 15 contains 8228 members 
Mstep: Class 16 contains 38973 members 
Mstep: Class 17 contains 56426 members 
Mstep: Class 18 contains 2373 members 
Mstep: Class 19 contains 11495 members 
Mstep: Class 20 contains 37407 members 
Mstep: Class 21 contains 8067 members 
Mstep: Class 22 contains 12596 members 
Mstep: Class 23 contains 3062 members 
Mstep: Class 24 contains 39555 members 
Mstep: Class 25 contains 9313 members 
Mstep: Class 26 contains 4082 members 
Mstep: Class 27 contains 8848 members 
Mstep: Class 28 contains 3817 members 
Mstep: Class 29 contains 7735 members 
Mstep: Class 30 contains 6675 members 
Mstep: Class 31 contains 23428 members 
Mstep: Class 32 contains 39938 members 
Mstep: Class 33 contains 17875 members 
Mstep: Class 34 contains 4897 members 
Mstep: Class 35 contains 11407 members 
Mstep: Class 36 contains 2445 members 
Mstep: Class 37 contains 2749 members 
Mstep: Class 38 contains 19074 members 
Mstep: Class 39 contains 1359 members 
Mstep: Class 40 contains 14738 members 
Mstep: Class 41 contains 1936 members 
Mstep: Class 42 contains 1129 members 
Mstep: Class 43 contains 4229 members 
Mstep: Class 44 contains 4005 members 
Mstep: Class 45 contains 3190 members 
Mstep: Class 46 contains 5000 members 
Mstep: Class 47 contains 12340 members 
Mstep: Class 48 contains 2917 members 
Mstep: Class 49 contains 8044 members 
Mstep: Class 50 contains 27418 members 
Mstep: Class 51 contains 3323 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100306272.000000 Penalty: 112857.750000
Iteration 189Q: 52 clusters Score -1.003063e+08 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 5700 members 
Mstep: Class 3 contains 5304 members 
Mstep: Class 4 contains 34990 members 
Mstep: Class 5 contains 95912 members 
Mstep: Class 6 contains 461 members 
Mstep: Class 7 contains 17601 members 
Mstep: Class 8 contains 152453 members 
Mstep: Class 9 contains 8827 members 
Mstep: Class 10 contains 2179 members 
Mstep: Class 11 contains 452 members 
Mstep: Class 12 contains 17985 members 
Mstep: Class 13 contains 1394 members 
Mstep: Class 14 contains 1887 members 
Mstep: Class 15 contains 8228 members 
Mstep: Class 16 contains 38972 members 
Mstep: Class 17 contains 56423 members 
Mstep: Class 18 contains 2373 members 
Mstep: Class 19 contains 11497 members 
Mstep: Class 20 contains 37385 members 
Mstep: Class 21 contains 8067 members 
Mstep: Class 22 contains 12596 members 
Mstep: Class 23 contains 3062 members 
Mstep: Class 24 contains 39553 members 
Mstep: Class 25 contains 9312 members 
Mstep: Class 26 contains 4083 members 
Mstep: Class 27 contains 8848 members 
Mstep: Class 28 contains 3820 members 
Mstep: Class 29 contains 7733 members 
Mstep: Class 30 contains 6676 members 
Mstep: Class 31 contains 23434 members 
Mstep: Class 32 contains 39938 members 
Mstep: Class 33 contains 17875 members 
Mstep: Class 34 contains 4912 members 
Mstep: Class 35 contains 11407 members 
Mstep: Class 36 contains 2445 members 
Mstep: Class 37 contains 2749 members 
Mstep: Class 38 contains 19075 members 
Mstep: Class 39 contains 1359 members 
Mstep: Class 40 contains 14737 members 
Mstep: Class 41 contains 1936 members 
Mstep: Class 42 contains 1129 members 
Mstep: Class 43 contains 4228 members 
Mstep: Class 44 contains 4006 members 
Mstep: Class 45 contains 3190 members 
Mstep: Class 46 contains 5003 members 
Mstep: Class 47 contains 12341 members 
Mstep: Class 48 contains 2913 members 
Mstep: Class 49 contains 8044 members 
Mstep: Class 50 contains 27416 members 
Mstep: Class 51 contains 3324 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100306368.000000 Penalty: 112857.750000
Iteration 190Q: 52 clusters Score -1.003064e+08 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 5705 members 
Mstep: Class 3 contains 5305 members 
Mstep: Class 4 contains 34987 members 
Mstep: Class 5 contains 95913 members 
Mstep: Class 6 contains 461 members 
Mstep: Class 7 contains 17598 members 
Mstep: Class 8 contains 152451 members 
Mstep: Class 9 contains 8826 members 
Mstep: Class 10 contains 2180 members 
Mstep: Class 11 contains 452 members 
Mstep: Class 12 contains 17986 members 
Mstep: Class 13 contains 1394 members 
Mstep: Class 14 contains 1887 members 
Mstep: Class 15 contains 8228 members 
Mstep: Class 16 contains 38972 members 
Mstep: Class 17 contains 56418 members 
Mstep: Class 18 contains 2373 members 
Mstep: Class 19 contains 11496 members 
Mstep: Class 20 contains 37368 members 
Mstep: Class 21 contains 8068 members 
Mstep: Class 22 contains 12596 members 
Mstep: Class 23 contains 3061 members 
Mstep: Class 24 contains 39549 members 
Mstep: Class 25 contains 9313 members 
Mstep: Class 26 contains 4084 members 
Mstep: Class 27 contains 8848 members 
Mstep: Class 28 contains 3821 members 
Mstep: Class 29 contains 7730 members 
Mstep: Class 30 contains 6676 members 
Mstep: Class 31 contains 23443 members 
Mstep: Class 32 contains 39940 members 
Mstep: Class 33 contains 17875 members 
Mstep: Class 34 contains 4932 members 
Mstep: Class 35 contains 11407 members 
Mstep: Class 36 contains 2445 members 
Mstep: Class 37 contains 2749 members 
Mstep: Class 38 contains 19074 members 
Mstep: Class 39 contains 1359 members 
Mstep: Class 40 contains 14736 members 
Mstep: Class 41 contains 1936 members 
Mstep: Class 42 contains 1129 members 
Mstep: Class 43 contains 4227 members 
Mstep: Class 44 contains 4005 members 
Mstep: Class 45 contains 3191 members 
Mstep: Class 46 contains 5003 members 
Mstep: Class 47 contains 12341 members 
Mstep: Class 48 contains 2912 members 
Mstep: Class 49 contains 8044 members 
Mstep: Class 50 contains 27416 members 
Mstep: Class 51 contains 3325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100306432.000000 Penalty: 112857.750000
Iteration 191Q: 52 clusters Score -1.003064e+08 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 5708 members 
Mstep: Class 3 contains 5304 members 
Mstep: Class 4 contains 34983 members 
Mstep: Class 5 contains 95914 members 
Mstep: Class 6 contains 461 members 
Mstep: Class 7 contains 17595 members 
Mstep: Class 8 contains 152449 members 
Mstep: Class 9 contains 8827 members 
Mstep: Class 10 contains 2180 members 
Mstep: Class 11 contains 452 members 
Mstep: Class 12 contains 17986 members 
Mstep: Class 13 contains 1394 members 
Mstep: Class 14 contains 1888 members 
Mstep: Class 15 contains 8227 members 
Mstep: Class 16 contains 38972 members 
Mstep: Class 17 contains 56416 members 
Mstep: Class 18 contains 2373 members 
Mstep: Class 19 contains 11493 members 
Mstep: Class 20 contains 37357 members 
Mstep: Class 21 contains 8067 members 
Mstep: Class 22 contains 12596 members 
Mstep: Class 23 contains 3061 members 
Mstep: Class 24 contains 39551 members 
Mstep: Class 25 contains 9314 members 
Mstep: Class 26 contains 4086 members 
Mstep: Class 27 contains 8848 members 
Mstep: Class 28 contains 3821 members 
Mstep: Class 29 contains 7731 members 
Mstep: Class 30 contains 6676 members 
Mstep: Class 31 contains 23447 members 
Mstep: Class 32 contains 39943 members 
Mstep: Class 33 contains 17874 members 
Mstep: Class 34 contains 4945 members 
Mstep: Class 35 contains 11407 members 
Mstep: Class 36 contains 2445 members 
Mstep: Class 37 contains 2749 members 
Mstep: Class 38 contains 19070 members 
Mstep: Class 39 contains 1359 members 
Mstep: Class 40 contains 14736 members 
Mstep: Class 41 contains 1936 members 
Mstep: Class 42 contains 1129 members 
Mstep: Class 43 contains 4227 members 
Mstep: Class 44 contains 4005 members 
Mstep: Class 45 contains 3191 members 
Mstep: Class 46 contains 5004 members 
Mstep: Class 47 contains 12341 members 
Mstep: Class 48 contains 2912 members 
Mstep: Class 49 contains 8044 members 
Mstep: Class 50 contains 27416 members 
Mstep: Class 51 contains 3325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100306432.000000 Penalty: 112857.750000
Iteration 192Q: 52 clusters Score -1.003064e+08 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 5712 members 
Mstep: Class 3 contains 5304 members 
Mstep: Class 4 contains 34981 members 
Mstep: Class 5 contains 95914 members 
Mstep: Class 6 contains 461 members 
Mstep: Class 7 contains 17593 members 
Mstep: Class 8 contains 152454 members 
Mstep: Class 9 contains 8826 members 
Mstep: Class 10 contains 2180 members 
Mstep: Class 11 contains 452 members 
Mstep: Class 12 contains 17985 members 
Mstep: Class 13 contains 1394 members 
Mstep: Class 14 contains 1888 members 
Mstep: Class 15 contains 8227 members 
Mstep: Class 16 contains 38971 members 
Mstep: Class 17 contains 56413 members 
Mstep: Class 18 contains 2373 members 
Mstep: Class 19 contains 11493 members 
Mstep: Class 20 contains 37345 members 
Mstep: Class 21 contains 8067 members 
Mstep: Class 22 contains 12596 members 
Mstep: Class 23 contains 3061 members 
Mstep: Class 24 contains 39549 members 
Mstep: Class 25 contains 9316 members 
Mstep: Class 26 contains 4087 members 
Mstep: Class 27 contains 8848 members 
Mstep: Class 28 contains 3820 members 
Mstep: Class 29 contains 7730 members 
Mstep: Class 30 contains 6676 members 
Mstep: Class 31 contains 23451 members 
Mstep: Class 32 contains 39944 members 
Mstep: Class 33 contains 17871 members 
Mstep: Class 34 contains 4961 members 
Mstep: Class 35 contains 11406 members 
Mstep: Class 36 contains 2445 members 
Mstep: Class 37 contains 2748 members 
Mstep: Class 38 contains 19069 members 
Mstep: Class 39 contains 1359 members 
Mstep: Class 40 contains 14734 members 
Mstep: Class 41 contains 1936 members 
Mstep: Class 42 contains 1129 members 
Mstep: Class 43 contains 4227 members 
Mstep: Class 44 contains 4005 members 
Mstep: Class 45 contains 3192 members 
Mstep: Class 46 contains 5004 members 
Mstep: Class 47 contains 12341 members 
Mstep: Class 48 contains 2912 members 
Mstep: Class 49 contains 8044 members 
Mstep: Class 50 contains 27416 members 
Mstep: Class 51 contains 3325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100306496.000000 Penalty: 112857.750000
Iteration 193Q: 52 clusters Score -1.003065e+08 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 5712 members 
Mstep: Class 3 contains 5304 members 
Mstep: Class 4 contains 34981 members 
Mstep: Class 5 contains 95910 members 
Mstep: Class 6 contains 461 members 
Mstep: Class 7 contains 17592 members 
Mstep: Class 8 contains 152454 members 
Mstep: Class 9 contains 8827 members 
Mstep: Class 10 contains 2180 members 
Mstep: Class 11 contains 452 members 
Mstep: Class 12 contains 17985 members 
Mstep: Class 13 contains 1394 members 
Mstep: Class 14 contains 1888 members 
Mstep: Class 15 contains 8227 members 
Mstep: Class 16 contains 38971 members 
Mstep: Class 17 contains 56411 members 
Mstep: Class 18 contains 2373 members 
Mstep: Class 19 contains 11491 members 
Mstep: Class 20 contains 37328 members 
Mstep: Class 21 contains 8067 members 
Mstep: Class 22 contains 12596 members 
Mstep: Class 23 contains 3061 members 
Mstep: Class 24 contains 39548 members 
Mstep: Class 25 contains 9316 members 
Mstep: Class 26 contains 4093 members 
Mstep: Class 27 contains 8848 members 
Mstep: Class 28 contains 3820 members 
Mstep: Class 29 contains 7727 members 
Mstep: Class 30 contains 6677 members 
Mstep: Class 31 contains 23457 members 
Mstep: Class 32 contains 39942 members 
Mstep: Class 33 contains 17870 members 
Mstep: Class 34 contains 4974 members 
Mstep: Class 35 contains 11406 members 
Mstep: Class 36 contains 2445 members 
Mstep: Class 37 contains 2748 members 
Mstep: Class 38 contains 19072 members 
Mstep: Class 39 contains 1359 members 
Mstep: Class 40 contains 14733 members 
Mstep: Class 41 contains 1936 members 
Mstep: Class 42 contains 1129 members 
Mstep: Class 43 contains 4227 members 
Mstep: Class 44 contains 4006 members 
Mstep: Class 45 contains 3192 members 
Mstep: Class 46 contains 5007 members 
Mstep: Class 47 contains 12341 members 
Mstep: Class 48 contains 2912 members 
Mstep: Class 49 contains 8044 members 
Mstep: Class 50 contains 27416 members 
Mstep: Class 51 contains 3325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100306640.000000 Penalty: 112857.750000
Iteration 194Q: 52 clusters Score -1.003066e+08 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 5711 members 
Mstep: Class 3 contains 5303 members 
Mstep: Class 4 contains 34981 members 
Mstep: Class 5 contains 95909 members 
Mstep: Class 6 contains 461 members 
Mstep: Class 7 contains 17590 members 
Mstep: Class 8 contains 152454 members 
Mstep: Class 9 contains 8828 members 
Mstep: Class 10 contains 2181 members 
Mstep: Class 11 contains 452 members 
Mstep: Class 12 contains 17985 members 
Mstep: Class 13 contains 1394 members 
Mstep: Class 14 contains 1888 members 
Mstep: Class 15 contains 8227 members 
Mstep: Class 16 contains 38971 members 
Mstep: Class 17 contains 56407 members 
Mstep: Class 18 contains 2373 members 
Mstep: Class 19 contains 11492 members 
Mstep: Class 20 contains 37321 members 
Mstep: Class 21 contains 8067 members 
Mstep: Class 22 contains 12596 members 
Mstep: Class 23 contains 3060 members 
Mstep: Class 24 contains 39547 members 
Mstep: Class 25 contains 9319 members 
Mstep: Class 26 contains 4097 members 
Mstep: Class 27 contains 8848 members 
Mstep: Class 28 contains 3821 members 
Mstep: Class 29 contains 7722 members 
Mstep: Class 30 contains 6677 members 
Mstep: Class 31 contains 23460 members 
Mstep: Class 32 contains 39937 members 
Mstep: Class 33 contains 17869 members 
Mstep: Class 34 contains 4986 members 
Mstep: Class 35 contains 11406 members 
Mstep: Class 36 contains 2445 members 
Mstep: Class 37 contains 2748 members 
Mstep: Class 38 contains 19073 members 
Mstep: Class 39 contains 1359 members 
Mstep: Class 40 contains 14732 members 
Mstep: Class 41 contains 1936 members 
Mstep: Class 42 contains 1129 members 
Mstep: Class 43 contains 4227 members 
Mstep: Class 44 contains 4008 members 
Mstep: Class 45 contains 3192 members 
Mstep: Class 46 contains 5008 members 
Mstep: Class 47 contains 12341 members 
Mstep: Class 48 contains 2912 members 
Mstep: Class 49 contains 8044 members 
Mstep: Class 50 contains 27416 members 
Mstep: Class 51 contains 3325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100306592.000000 Penalty: 112857.750000
Iteration 195Q: 52 clusters Score -1.003066e+08 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 5711 members 
Mstep: Class 3 contains 5303 members 
Mstep: Class 4 contains 34981 members 
Mstep: Class 5 contains 95910 members 
Mstep: Class 6 contains 461 members 
Mstep: Class 7 contains 17587 members 
Mstep: Class 8 contains 152452 members 
Mstep: Class 9 contains 8831 members 
Mstep: Class 10 contains 2181 members 
Mstep: Class 11 contains 452 members 
Mstep: Class 12 contains 17985 members 
Mstep: Class 13 contains 1394 members 
Mstep: Class 14 contains 1888 members 
Mstep: Class 15 contains 8227 members 
Mstep: Class 16 contains 38970 members 
Mstep: Class 17 contains 56402 members 
Mstep: Class 18 contains 2373 members 
Mstep: Class 19 contains 11490 members 
Mstep: Class 20 contains 37313 members 
Mstep: Class 21 contains 8067 members 
Mstep: Class 22 contains 12596 members 
Mstep: Class 23 contains 3060 members 
Mstep: Class 24 contains 39547 members 
Mstep: Class 25 contains 9321 members 
Mstep: Class 26 contains 4100 members 
Mstep: Class 27 contains 8848 members 
Mstep: Class 28 contains 3822 members 
Mstep: Class 29 contains 7719 members 
Mstep: Class 30 contains 6678 members 
Mstep: Class 31 contains 23463 members 
Mstep: Class 32 contains 39936 members 
Mstep: Class 33 contains 17869 members 
Mstep: Class 34 contains 4996 members 
Mstep: Class 35 contains 11407 members 
Mstep: Class 36 contains 2445 members 
Mstep: Class 37 contains 2748 members 
Mstep: Class 38 contains 19075 members 
Mstep: Class 39 contains 1359 members 
Mstep: Class 40 contains 14730 members 
Mstep: Class 41 contains 1936 members 
Mstep: Class 42 contains 1129 members 
Mstep: Class 43 contains 4227 members 
Mstep: Class 44 contains 4008 members 
Mstep: Class 45 contains 3193 members 
Mstep: Class 46 contains 5007 members 
Mstep: Class 47 contains 12341 members 
Mstep: Class 48 contains 2912 members 
Mstep: Class 49 contains 8044 members 
Mstep: Class 50 contains 27416 members 
Mstep: Class 51 contains 3325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100306576.000000 Penalty: 112857.750000
Iteration 196Q: 52 clusters Score -1.003066e+08 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 5712 members 
Mstep: Class 3 contains 5303 members 
Mstep: Class 4 contains 34981 members 
Mstep: Class 5 contains 95910 members 
Mstep: Class 6 contains 461 members 
Mstep: Class 7 contains 17587 members 
Mstep: Class 8 contains 152458 members 
Mstep: Class 9 contains 8831 members 
Mstep: Class 10 contains 2181 members 
Mstep: Class 11 contains 452 members 
Mstep: Class 12 contains 17985 members 
Mstep: Class 13 contains 1394 members 
Mstep: Class 14 contains 1888 members 
Mstep: Class 15 contains 8227 members 
Mstep: Class 16 contains 38970 members 
Mstep: Class 17 contains 56397 members 
Mstep: Class 18 contains 2373 members 
Mstep: Class 19 contains 11485 members 
Mstep: Class 20 contains 37304 members 
Mstep: Class 21 contains 8068 members 
Mstep: Class 22 contains 12596 members 
Mstep: Class 23 contains 3061 members 
Mstep: Class 24 contains 39542 members 
Mstep: Class 25 contains 9319 members 
Mstep: Class 26 contains 4106 members 
Mstep: Class 27 contains 8847 members 
Mstep: Class 28 contains 3826 members 
Mstep: Class 29 contains 7717 members 
Mstep: Class 30 contains 6678 members 
Mstep: Class 31 contains 23465 members 
Mstep: Class 32 contains 39938 members 
Mstep: Class 33 contains 17869 members 
Mstep: Class 34 contains 5001 members 
Mstep: Class 35 contains 11407 members 
Mstep: Class 36 contains 2444 members 
Mstep: Class 37 contains 2748 members 
Mstep: Class 38 contains 19078 members 
Mstep: Class 39 contains 1359 members 
Mstep: Class 40 contains 14729 members 
Mstep: Class 41 contains 1936 members 
Mstep: Class 42 contains 1129 members 
Mstep: Class 43 contains 4227 members 
Mstep: Class 44 contains 4008 members 
Mstep: Class 45 contains 3193 members 
Mstep: Class 46 contains 5007 members 
Mstep: Class 47 contains 12341 members 
Mstep: Class 48 contains 2912 members 
Mstep: Class 49 contains 8044 members 
Mstep: Class 50 contains 27416 members 
Mstep: Class 51 contains 3325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100306608.000000 Penalty: 112857.750000
Iteration 197Q: 52 clusters Score -1.003066e+08 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 5713 members 
Mstep: Class 3 contains 5303 members 
Mstep: Class 4 contains 34980 members 
Mstep: Class 5 contains 95911 members 
Mstep: Class 6 contains 461 members 
Mstep: Class 7 contains 17584 members 
Mstep: Class 8 contains 152457 members 
Mstep: Class 9 contains 8831 members 
Mstep: Class 10 contains 2181 members 
Mstep: Class 11 contains 452 members 
Mstep: Class 12 contains 17985 members 
Mstep: Class 13 contains 1393 members 
Mstep: Class 14 contains 1888 members 
Mstep: Class 15 contains 8227 members 
Mstep: Class 16 contains 38969 members 
Mstep: Class 17 contains 56393 members 
Mstep: Class 18 contains 2373 members 
Mstep: Class 19 contains 11485 members 
Mstep: Class 20 contains 37295 members 
Mstep: Class 21 contains 8069 members 
Mstep: Class 22 contains 12596 members 
Mstep: Class 23 contains 3061 members 
Mstep: Class 24 contains 39542 members 
Mstep: Class 25 contains 9319 members 
Mstep: Class 26 contains 4110 members 
Mstep: Class 27 contains 8847 members 
Mstep: Class 28 contains 3827 members 
Mstep: Class 29 contains 7718 members 
Mstep: Class 30 contains 6678 members 
Mstep: Class 31 contains 23467 members 
Mstep: Class 32 contains 39940 members 
Mstep: Class 33 contains 17869 members 
Mstep: Class 34 contains 5006 members 
Mstep: Class 35 contains 11407 members 
Mstep: Class 36 contains 2444 members 
Mstep: Class 37 contains 2748 members 
Mstep: Class 38 contains 19080 members 
Mstep: Class 39 contains 1359 members 
Mstep: Class 40 contains 14728 members 
Mstep: Class 41 contains 1936 members 
Mstep: Class 42 contains 1129 members 
Mstep: Class 43 contains 4227 members 
Mstep: Class 44 contains 4009 members 
Mstep: Class 45 contains 3193 members 
Mstep: Class 46 contains 5007 members 
Mstep: Class 47 contains 12341 members 
Mstep: Class 48 contains 2912 members 
Mstep: Class 49 contains 8044 members 
Mstep: Class 50 contains 27416 members 
Mstep: Class 51 contains 3325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100306568.000000 Penalty: 112857.750000
Iteration 198Q: 52 clusters Score -1.003066e+08 nChanged 37
Entering ConstructFrom: 
Score: -100306568.000000 Penalty: 112857.750000
Entering ConstructFrom: 
Trying to split cluster 1 (5339 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Entering Unmasked Estep 
Score: -664338.687500 Penalty: 1394.703857
	Iteration 0F: 2 clusters Score -664338.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -660092.562500 Penalty: 2789.407715
	Iteration 0F: 3 clusters Score -660092.6 nChanged 2202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -661277.000000 Penalty: 2789.407715
	Iteration 1F: 3 clusters Score -661277 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -661446.125000 Penalty: 2789.407715
	Iteration 2F: 3 clusters Score -661446.1 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -661555.250000 Penalty: 2789.407715
	Iteration 3Q: 3 clusters Score -661555.2 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -661663.500000 Penalty: 2789.407715
	Iteration 4Q: 3 clusters Score -661663.5 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -661771.187500 Penalty: 2789.407715
	Iteration 5Q: 3 clusters Score -661771.2 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -661927.375000 Penalty: 2789.407715
	Iteration 6Q: 3 clusters Score -661927.4 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -662082.687500 Penalty: 2789.407715
	Iteration 7Q: 3 clusters Score -662082.7 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -662231.125000 Penalty: 2789.407715
	Iteration 8Q: 3 clusters Score -662231.1 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -662382.812500 Penalty: 2789.407715
	Iteration 9Q: 3 clusters Score -662382.8 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -662519.375000 Penalty: 2789.407715
	Iteration 10Q: 3 clusters Score -662519.4 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -662643.875000 Penalty: 2789.407715
	Iteration 11Q: 3 clusters Score -662643.9 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -662739.750000 Penalty: 2789.407715
	Iteration 12Q: 3 clusters Score -662739.8 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -662830.875000 Penalty: 2789.407715
	Iteration 13Q: 3 clusters Score -662830.9 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -662941.812500 Penalty: 2789.407715
	Iteration 14Q: 3 clusters Score -662941.8 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -663043.812500 Penalty: 2789.407715
	Iteration 15Q: 3 clusters Score -663043.8 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -663153.625000 Penalty: 2789.407715
	Iteration 16Q: 3 clusters Score -663153.6 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -663265.125000 Penalty: 2789.407715
	Iteration 17Q: 3 clusters Score -663265.1 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -663399.625000 Penalty: 2789.407715
	Iteration 18Q: 3 clusters Score -663399.6 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -663514.312500 Penalty: 2789.407715
	Iteration 19Q: 3 clusters Score -663514.3 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -663600.750000 Penalty: 2789.407715
	Iteration 20F: 3 clusters Score -663600.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -663664.562500 Penalty: 2789.407715
	Iteration 21Q: 3 clusters Score -663664.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -663720.500000 Penalty: 2789.407715
	Iteration 22Q: 3 clusters Score -663720.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -663761.375000 Penalty: 2789.407715
	Iteration 23Q: 3 clusters Score -663761.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -663800.375000 Penalty: 2789.407715
	Iteration 24Q: 3 clusters Score -663800.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -663846.250000 Penalty: 2789.407715
	Iteration 25Q: 3 clusters Score -663846.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -663880.062500 Penalty: 2789.407715
	Iteration 26Q: 3 clusters Score -663880.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -663906.812500 Penalty: 2789.407715
	Iteration 27Q: 3 clusters Score -663906.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -663924.187500 Penalty: 2789.407715
	Iteration 28Q: 3 clusters Score -663924.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -663938.000000 Penalty: 2789.407715
	Iteration 29Q: 3 clusters Score -663938 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -663946.312500 Penalty: 2789.407715
	Iteration 30Q: 3 clusters Score -663946.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -663952.062500 Penalty: 2789.407715
	Iteration 31Q: 3 clusters Score -663952.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -663954.687500 Penalty: 2789.407715
	Iteration 32Q: 3 clusters Score -663954.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -663956.000000 Penalty: 2789.407715
	Iteration 33Q: 3 clusters Score -663956 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -663958.000000 Penalty: 2789.407715
	Iteration 34Q: 3 clusters Score -663958 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -663960.062500 Penalty: 2789.407715
	Iteration 35Q: 3 clusters Score -663960.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -663961.125000 Penalty: 2789.407715
	Iteration 36Q: 3 clusters Score -663961.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -663962.062500 Penalty: 2789.407715
	Iteration 37Q: 3 clusters Score -663962.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -663961.437500 Penalty: 2789.407715
	Iteration 38Q: 3 clusters Score -663961.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -663961.125000 Penalty: 2789.407715
	Iteration 39Q: 3 clusters Score -663961.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -663963.500000 Penalty: 2789.407715
	Iteration 40F: 3 clusters Score -663963.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -663964.500000 Penalty: 2789.407715
	Iteration 41Q: 3 clusters Score -663964.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -663965.187500 Penalty: 2789.407715
	Iteration 42Q: 3 clusters Score -663965.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -663965.750000 Penalty: 2789.407715
	Iteration 43Q: 3 clusters Score -663965.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -663966.812500 Penalty: 2789.407715
	Iteration 44Q: 3 clusters Score -663966.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -663966.750000 Penalty: 2789.407715
	Iteration 45Q: 3 clusters Score -663966.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -663966.750000 Penalty: 2789.407715
	Iteration 46F: 3 clusters Score -663966.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (5713 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5713 members 
Entering Unmasked Estep 
Score: -671429.375000 Penalty: 1405.706177
	Iteration 0F: 2 clusters Score -671429.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -667015.437500 Penalty: 2811.412354
	Iteration 0F: 3 clusters Score -667015.4 nChanged 2319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -668393.750000 Penalty: 2811.412354
	Iteration 1F: 3 clusters Score -668393.8 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -668707.437500 Penalty: 2811.412354
	Iteration 2F: 3 clusters Score -668707.4 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -668954.625000 Penalty: 2811.412354
	Iteration 3F: 3 clusters Score -668954.6 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -669179.312500 Penalty: 2811.412354
	Iteration 4F: 3 clusters Score -669179.3 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -669373.875000 Penalty: 2811.412354
	Iteration 5F: 3 clusters Score -669373.9 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -669525.937500 Penalty: 2811.412354
	Iteration 6Q: 3 clusters Score -669525.9 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -669645.875000 Penalty: 2811.412354
	Iteration 7Q: 3 clusters Score -669645.9 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -669732.937500 Penalty: 2811.412354
	Iteration 8Q: 3 clusters Score -669732.9 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -669799.625000 Penalty: 2811.412354
	Iteration 9Q: 3 clusters Score -669799.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -669841.375000 Penalty: 2811.412354
	Iteration 10Q: 3 clusters Score -669841.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -669881.125000 Penalty: 2811.412354
	Iteration 11Q: 3 clusters Score -669881.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -669914.500000 Penalty: 2811.412354
	Iteration 12Q: 3 clusters Score -669914.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -669937.500000 Penalty: 2811.412354
	Iteration 13Q: 3 clusters Score -669937.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -669973.437500 Penalty: 2811.412354
	Iteration 14Q: 3 clusters Score -669973.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -670007.750000 Penalty: 2811.412354
	Iteration 15Q: 3 clusters Score -670007.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -670038.437500 Penalty: 2811.412354
	Iteration 16Q: 3 clusters Score -670038.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -670070.437500 Penalty: 2811.412354
	Iteration 17Q: 3 clusters Score -670070.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -670100.125000 Penalty: 2811.412354
	Iteration 18Q: 3 clusters Score -670100.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -670129.750000 Penalty: 2811.412354
	Iteration 19Q: 3 clusters Score -670129.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -670157.000000 Penalty: 2811.412354
	Iteration 20F: 3 clusters Score -670157 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -670180.750000 Penalty: 2811.412354
	Iteration 21Q: 3 clusters Score -670180.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -670201.500000 Penalty: 2811.412354
	Iteration 22Q: 3 clusters Score -670201.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -670216.437500 Penalty: 2811.412354
	Iteration 23Q: 3 clusters Score -670216.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -670233.187500 Penalty: 2811.412354
	Iteration 24Q: 3 clusters Score -670233.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -670245.500000 Penalty: 2811.412354
	Iteration 25Q: 3 clusters Score -670245.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -670261.625000 Penalty: 2811.412354
	Iteration 26Q: 3 clusters Score -670261.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -670274.937500 Penalty: 2811.412354
	Iteration 27Q: 3 clusters Score -670274.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -670290.562500 Penalty: 2811.412354
	Iteration 28Q: 3 clusters Score -670290.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -670306.062500 Penalty: 2811.412354
	Iteration 29Q: 3 clusters Score -670306.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -670322.937500 Penalty: 2811.412354
	Iteration 30Q: 3 clusters Score -670322.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -670337.812500 Penalty: 2811.412354
	Iteration 31Q: 3 clusters Score -670337.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -670355.312500 Penalty: 2811.412354
	Iteration 32Q: 3 clusters Score -670355.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -670368.000000 Penalty: 2811.412354
	Iteration 33Q: 3 clusters Score -670368 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -670376.875000 Penalty: 2811.412354
	Iteration 34Q: 3 clusters Score -670376.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -670386.375000 Penalty: 2811.412354
	Iteration 35Q: 3 clusters Score -670386.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -670398.875000 Penalty: 2811.412354
	Iteration 36Q: 3 clusters Score -670398.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -670404.312500 Penalty: 2811.412354
	Iteration 37Q: 3 clusters Score -670404.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -670408.625000 Penalty: 2811.412354
	Iteration 38Q: 3 clusters Score -670408.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -670414.500000 Penalty: 2811.412354
	Iteration 39Q: 3 clusters Score -670414.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -670417.562500 Penalty: 2811.412354
	Iteration 40F: 3 clusters Score -670417.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -670421.250000 Penalty: 2811.412354
	Iteration 41Q: 3 clusters Score -670421.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -670423.500000 Penalty: 2811.412354
	Iteration 42Q: 3 clusters Score -670423.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -670425.750000 Penalty: 2811.412354
	Iteration 43Q: 3 clusters Score -670425.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -670430.187500 Penalty: 2811.412354
	Iteration 44Q: 3 clusters Score -670430.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -670434.687500 Penalty: 2811.412354
	Iteration 45Q: 3 clusters Score -670434.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -670438.312500 Penalty: 2811.412354
	Iteration 46Q: 3 clusters Score -670438.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -670441.250000 Penalty: 2811.412354
	Iteration 47Q: 3 clusters Score -670441.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
Score: -670444.437500 Penalty: 2811.412354
	Iteration 48Q: 3 clusters Score -670444.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -670447.250000 Penalty: 2811.412354
	Iteration 49Q: 3 clusters Score -670447.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -670450.625000 Penalty: 2811.412354
	Iteration 50Q: 3 clusters Score -670450.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -670452.625000 Penalty: 2811.412354
	Iteration 51Q: 3 clusters Score -670452.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -670454.562500 Penalty: 2811.412354
	Iteration 52Q: 3 clusters Score -670454.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -670458.062500 Penalty: 2811.412354
	Iteration 53Q: 3 clusters Score -670458.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -670460.937500 Penalty: 2811.412354
	Iteration 54Q: 3 clusters Score -670460.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -670462.625000 Penalty: 2811.412354
	Iteration 55Q: 3 clusters Score -670462.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -670465.062500 Penalty: 2811.412354
	Iteration 56Q: 3 clusters Score -670465.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -670467.562500 Penalty: 2811.412354
	Iteration 57Q: 3 clusters Score -670467.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -670469.812500 Penalty: 2811.412354
	Iteration 58Q: 3 clusters Score -670469.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -670470.375000 Penalty: 2811.412354
	Iteration 59Q: 3 clusters Score -670470.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -670470.312500 Penalty: 2811.412354
	Iteration 60F: 3 clusters Score -670470.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -670472.375000 Penalty: 2811.412354
	Iteration 61Q: 3 clusters Score -670472.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -670473.437500 Penalty: 2811.412354
	Iteration 62Q: 3 clusters Score -670473.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -670475.437500 Penalty: 2811.412354
	Iteration 63Q: 3 clusters Score -670475.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -670474.937500 Penalty: 2811.412354
	Iteration 64Q: 3 clusters Score -670474.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -670475.125000 Penalty: 2811.412354
	Iteration 65Q: 3 clusters Score -670475.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -670475.875000 Penalty: 2811.412354
	Iteration 66Q: 3 clusters Score -670475.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -670476.187500 Penalty: 2811.412354
	Iteration 67Q: 3 clusters Score -670476.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -670476.687500 Penalty: 2811.412354
	Iteration 68Q: 3 clusters Score -670476.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -670476.250000 Penalty: 2811.412354
	Iteration 69Q: 3 clusters Score -670476.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -670476.875000 Penalty: 2811.412354
	Iteration 70Q: 3 clusters Score -670476.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -670476.625000 Penalty: 2811.412354
	Iteration 71Q: 3 clusters Score -670476.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -670476.625000 Penalty: 2811.412354
	Iteration 72F: 3 clusters Score -670476.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (5303 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Entering Unmasked Estep 
Score: -660645.437500 Penalty: 1393.604492
	Iteration 0F: 2 clusters Score -660645.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -656553.187500 Penalty: 2787.208984
	Iteration 0F: 3 clusters Score -656553.2 nChanged 2131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -657743.750000 Penalty: 2787.208984
	Iteration 1F: 3 clusters Score -657743.8 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -657931.750000 Penalty: 2787.208984
	Iteration 2F: 3 clusters Score -657931.8 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -658086.625000 Penalty: 2787.208984
	Iteration 3F: 3 clusters Score -658086.6 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -658226.187500 Penalty: 2787.208984
	Iteration 4Q: 3 clusters Score -658226.2 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -658345.625000 Penalty: 2787.208984
	Iteration 5Q: 3 clusters Score -658345.6 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -658456.625000 Penalty: 2787.208984
	Iteration 6Q: 3 clusters Score -658456.6 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -658571.125000 Penalty: 2787.208984
	Iteration 7Q: 3 clusters Score -658571.1 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -658698.375000 Penalty: 2787.208984
	Iteration 8Q: 3 clusters Score -658698.4 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -658861.125000 Penalty: 2787.208984
	Iteration 9Q: 3 clusters Score -658861.1 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -659062.125000 Penalty: 2787.208984
	Iteration 10Q: 3 clusters Score -659062.1 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -659276.187500 Penalty: 2787.208984
	Iteration 11Q: 3 clusters Score -659276.2 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -659495.812500 Penalty: 2787.208984
	Iteration 12Q: 3 clusters Score -659495.8 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -659675.375000 Penalty: 2787.208984
	Iteration 13Q: 3 clusters Score -659675.4 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -659793.375000 Penalty: 2787.208984
	Iteration 14Q: 3 clusters Score -659793.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -659885.187500 Penalty: 2787.208984
	Iteration 15Q: 3 clusters Score -659885.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -659948.187500 Penalty: 2787.208984
	Iteration 16Q: 3 clusters Score -659948.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -659977.187500 Penalty: 2787.208984
	Iteration 17Q: 3 clusters Score -659977.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -659997.062500 Penalty: 2787.208984
	Iteration 18Q: 3 clusters Score -659997.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -660006.625000 Penalty: 2787.208984
	Iteration 19Q: 3 clusters Score -660006.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -660010.437500 Penalty: 2787.208984
	Iteration 20F: 3 clusters Score -660010.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -660014.875000 Penalty: 2787.208984
	Iteration 21Q: 3 clusters Score -660014.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -660016.187500 Penalty: 2787.208984
	Iteration 22Q: 3 clusters Score -660016.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -660015.750000 Penalty: 2787.208984
	Iteration 23Q: 3 clusters Score -660015.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -660016.937500 Penalty: 2787.208984
	Iteration 24Q: 3 clusters Score -660016.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -660019.375000 Penalty: 2787.208984
	Iteration 25Q: 3 clusters Score -660019.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -660020.812500 Penalty: 2787.208984
	Iteration 26Q: 3 clusters Score -660020.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -660023.500000 Penalty: 2787.208984
	Iteration 27Q: 3 clusters Score -660023.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -660024.875000 Penalty: 2787.208984
	Iteration 28Q: 3 clusters Score -660024.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -660024.750000 Penalty: 2787.208984
	Iteration 29Q: 3 clusters Score -660024.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -660026.000000 Penalty: 2787.208984
	Iteration 30Q: 3 clusters Score -660026 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -660025.250000 Penalty: 2787.208984
	Iteration 31Q: 3 clusters Score -660025.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -660025.250000 Penalty: 2787.208984
	Iteration 32F: 3 clusters Score -660025.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (34979 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34979 members 
Entering Unmasked Estep 
Score: -4432961.000000 Penalty: 1700.156860
	Iteration 0F: 2 clusters Score -4432961 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17389 members 
Mstep: Class 2 contains 17590 members 
Entering Unmasked Estep 
Score: -4409509.500000 Penalty: 3400.313721
	Iteration 0F: 3 clusters Score -4409510 nChanged 16231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16540 members 
Mstep: Class 2 contains 18439 members 
Entering Unmasked Estep 
Score: -4418501.500000 Penalty: 3400.313721
	Iteration 1F: 3 clusters Score -4418502 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15821 members 
Mstep: Class 2 contains 19158 members 
Entering Unmasked Estep 
Score: -4419039.000000 Penalty: 3400.313721
	Iteration 2Q: 3 clusters Score -4419039 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14727 members 
Mstep: Class 2 contains 20252 members 
Entering Unmasked Estep 
Score: -4419801.500000 Penalty: 3400.313721
	Iteration 3Q: 3 clusters Score -4419802 nChanged 2074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13231 members 
Mstep: Class 2 contains 21748 members 
Entering Unmasked Estep 
Score: -4420969.500000 Penalty: 3400.313721
	Iteration 4F: 3 clusters Score -4420970 nChanged 2456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11275 members 
Mstep: Class 2 contains 23704 members 
Entering Unmasked Estep 
Score: -4422696.000000 Penalty: 3400.313721
	Iteration 5F: 3 clusters Score -4422696 nChanged 2634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9071 members 
Mstep: Class 2 contains 25908 members 
Entering Unmasked Estep 
Score: -4424761.000000 Penalty: 3400.313721
	Iteration 6F: 3 clusters Score -4424761 nChanged 2352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7083 members 
Mstep: Class 2 contains 27896 members 
Entering Unmasked Estep 
Score: -4426660.500000 Penalty: 3400.313721
	Iteration 7F: 3 clusters Score -4426660 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5557 members 
Mstep: Class 2 contains 29422 members 
Entering Unmasked Estep 
Score: -4428143.000000 Penalty: 3400.313721
	Iteration 8F: 3 clusters Score -4428143 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 30574 members 
Entering Unmasked Estep 
Score: -4429257.500000 Penalty: 3400.313721
	Iteration 9Q: 3 clusters Score -4429258 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 31354 members 
Entering Unmasked Estep 
Score: -4429969.500000 Penalty: 3400.313721
	Iteration 10Q: 3 clusters Score -4429970 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 31919 members 
Entering Unmasked Estep 
Score: -4430437.000000 Penalty: 3400.313721
	Iteration 11Q: 3 clusters Score -4430437 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 32326 members 
Entering Unmasked Estep 
Score: -4430750.000000 Penalty: 3400.313721
	Iteration 12Q: 3 clusters Score -4430750 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 32628 members 
Entering Unmasked Estep 
Score: -4430941.500000 Penalty: 3400.313721
	Iteration 13Q: 3 clusters Score -4430942 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 32846 members 
Entering Unmasked Estep 
Score: -4431037.000000 Penalty: 3400.313721
	Iteration 14Q: 3 clusters Score -4431037 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 33022 members 
Entering Unmasked Estep 
Score: -4431100.500000 Penalty: 3400.313721
	Iteration 15Q: 3 clusters Score -4431100 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 33163 members 
Entering Unmasked Estep 
Score: -4431167.000000 Penalty: 3400.313721
	Iteration 16Q: 3 clusters Score -4431167 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 33268 members 
Entering Unmasked Estep 
Score: -4431211.500000 Penalty: 3400.313721
	Iteration 17Q: 3 clusters Score -4431212 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 33380 members 
Entering Unmasked Estep 
Score: -4431257.000000 Penalty: 3400.313721
	Iteration 18Q: 3 clusters Score -4431257 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 33458 members 
Entering Unmasked Estep 
Score: -4431283.000000 Penalty: 3400.313721
	Iteration 19Q: 3 clusters Score -4431283 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 33516 members 
Entering Unmasked Estep 
Score: -4431295.000000 Penalty: 3400.313721
	Iteration 20F: 3 clusters Score -4431295 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 33562 members 
Entering Unmasked Estep 
Score: -4431300.000000 Penalty: 3400.313721
	Iteration 21Q: 3 clusters Score -4431300 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 33612 members 
Entering Unmasked Estep 
Score: -4431315.000000 Penalty: 3400.313721
	Iteration 22Q: 3 clusters Score -4431315 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 33654 members 
Entering Unmasked Estep 
Score: -4431320.500000 Penalty: 3400.313721
	Iteration 23Q: 3 clusters Score -4431320 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 33697 members 
Entering Unmasked Estep 
Score: -4431340.000000 Penalty: 3400.313721
	Iteration 24Q: 3 clusters Score -4431340 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 33742 members 
Entering Unmasked Estep 
Score: -4431365.000000 Penalty: 3400.313721
	Iteration 25Q: 3 clusters Score -4431365 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 33784 members 
Entering Unmasked Estep 
Score: -4431378.000000 Penalty: 3400.313721
	Iteration 26Q: 3 clusters Score -4431378 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 33819 members 
Entering Unmasked Estep 
Score: -4431392.000000 Penalty: 3400.313721
	Iteration 27Q: 3 clusters Score -4431392 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 33852 members 
Entering Unmasked Estep 
Score: -4431408.500000 Penalty: 3400.313721
	Iteration 28Q: 3 clusters Score -4431408 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 33875 members 
Entering Unmasked Estep 
Score: -4431417.500000 Penalty: 3400.313721
	Iteration 29Q: 3 clusters Score -4431418 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 33899 members 
Entering Unmasked Estep 
Score: -4431420.500000 Penalty: 3400.313721
	Iteration 30Q: 3 clusters Score -4431420 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 33919 members 
Entering Unmasked Estep 
Score: -4431424.500000 Penalty: 3400.313721
	Iteration 31Q: 3 clusters Score -4431424 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 33939 members 
Entering Unmasked Estep 
Score: -4431437.500000 Penalty: 3400.313721
	Iteration 32Q: 3 clusters Score -4431438 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 33963 members 
Entering Unmasked Estep 
Score: -4431440.500000 Penalty: 3400.313721
	Iteration 33Q: 3 clusters Score -4431440 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 33985 members 
Entering Unmasked Estep 
Score: -4431457.500000 Penalty: 3400.313721
	Iteration 34Q: 3 clusters Score -4431458 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 34006 members 
Entering Unmasked Estep 
Score: -4431461.500000 Penalty: 3400.313721
	Iteration 35Q: 3 clusters Score -4431462 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 34026 members 
Entering Unmasked Estep 
Score: -4431465.000000 Penalty: 3400.313721
	Iteration 36Q: 3 clusters Score -4431465 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 34043 members 
Entering Unmasked Estep 
Score: -4431474.000000 Penalty: 3400.313721
	Iteration 37Q: 3 clusters Score -4431474 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 34054 members 
Entering Unmasked Estep 
Score: -4431475.500000 Penalty: 3400.313721
	Iteration 38Q: 3 clusters Score -4431476 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 34060 members 
Entering Unmasked Estep 
Score: -4431477.500000 Penalty: 3400.313721
	Iteration 39Q: 3 clusters Score -4431478 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 34069 members 
Entering Unmasked Estep 
Score: -4431474.500000 Penalty: 3400.313721
	Iteration 40F: 3 clusters Score -4431474 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 34073 members 
Entering Unmasked Estep 
Score: -4431478.500000 Penalty: 3400.313721
	Iteration 41Q: 3 clusters Score -4431478 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 34075 members 
Entering Unmasked Estep 
Score: -4431479.500000 Penalty: 3400.313721
	Iteration 42Q: 3 clusters Score -4431480 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 34077 members 
Entering Unmasked Estep 
Score: -4431480.500000 Penalty: 3400.313721
	Iteration 43Q: 3 clusters Score -4431480 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 34082 members 
Entering Unmasked Estep 
Score: -4431482.000000 Penalty: 3400.313721
	Iteration 44Q: 3 clusters Score -4431482 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 34085 members 
Entering Unmasked Estep 
Score: -4431485.500000 Penalty: 3400.313721
	Iteration 45Q: 3 clusters Score -4431486 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 34088 members 
Entering Unmasked Estep 
Score: -4431483.000000 Penalty: 3400.313721
	Iteration 46Q: 3 clusters Score -4431483 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 34093 members 
Entering Unmasked Estep 
Score: -4431484.000000 Penalty: 3400.313721
	Iteration 47Q: 3 clusters Score -4431484 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 34101 members 
Entering Unmasked Estep 
Score: -4431486.000000 Penalty: 3400.313721
	Iteration 48Q: 3 clusters Score -4431486 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 34110 members 
Entering Unmasked Estep 
Score: -4431494.000000 Penalty: 3400.313721
	Iteration 49Q: 3 clusters Score -4431494 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 34114 members 
Entering Unmasked Estep 
Score: -4431491.000000 Penalty: 3400.313721
	Iteration 50Q: 3 clusters Score -4431491 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 34119 members 
Entering Unmasked Estep 
Score: -4431500.000000 Penalty: 3400.313721
	Iteration 51Q: 3 clusters Score -4431500 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 34128 members 
Entering Unmasked Estep 
Score: -4431503.500000 Penalty: 3400.313721
	Iteration 52Q: 3 clusters Score -4431504 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 34137 members 
Entering Unmasked Estep 
Score: -4431510.500000 Penalty: 3400.313721
	Iteration 53Q: 3 clusters Score -4431510 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 34148 members 
Entering Unmasked Estep 
Score: -4431508.500000 Penalty: 3400.313721
	Iteration 54Q: 3 clusters Score -4431508 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 34158 members 
Entering Unmasked Estep 
Score: -4431515.000000 Penalty: 3400.313721
	Iteration 55Q: 3 clusters Score -4431515 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 34166 members 
Entering Unmasked Estep 
Score: -4431518.000000 Penalty: 3400.313721
	Iteration 56Q: 3 clusters Score -4431518 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 34172 members 
Entering Unmasked Estep 
Score: -4431516.000000 Penalty: 3400.313721
	Iteration 57Q: 3 clusters Score -4431516 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 34179 members 
Entering Unmasked Estep 
Score: -4431527.500000 Penalty: 3400.313721
	Iteration 58Q: 3 clusters Score -4431528 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 34187 members 
Entering Unmasked Estep 
Score: -4431528.500000 Penalty: 3400.313721
	Iteration 59Q: 3 clusters Score -4431528 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 34195 members 
Entering Unmasked Estep 
Score: -4431531.000000 Penalty: 3400.313721
	Iteration 60F: 3 clusters Score -4431531 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 34198 members 
Entering Unmasked Estep 
Score: -4431528.500000 Penalty: 3400.313721
	Iteration 61Q: 3 clusters Score -4431528 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 34204 members 
Entering Unmasked Estep 
Score: -4431529.000000 Penalty: 3400.313721
	Iteration 62Q: 3 clusters Score -4431529 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 34207 members 
Entering Unmasked Estep 
Score: -4431535.000000 Penalty: 3400.313721
	Iteration 63Q: 3 clusters Score -4431535 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 34213 members 
Entering Unmasked Estep 
Score: -4431538.000000 Penalty: 3400.313721
	Iteration 64Q: 3 clusters Score -4431538 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 34216 members 
Entering Unmasked Estep 
Score: -4431541.000000 Penalty: 3400.313721
	Iteration 65Q: 3 clusters Score -4431541 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 34219 members 
Entering Unmasked Estep 
Score: -4431538.000000 Penalty: 3400.313721
	Iteration 66Q: 3 clusters Score -4431538 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 34225 members 
Entering Unmasked Estep 
Score: -4431538.000000 Penalty: 3400.313721
	Iteration 67Q: 3 clusters Score -4431538 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 34232 members 
Entering Unmasked Estep 
Score: -4431541.000000 Penalty: 3400.313721
	Iteration 68Q: 3 clusters Score -4431541 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 34235 members 
Entering Unmasked Estep 
Score: -4431545.000000 Penalty: 3400.313721
	Iteration 69Q: 3 clusters Score -4431545 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 34245 members 
Entering Unmasked Estep 
Score: -4431545.500000 Penalty: 3400.313721
	Iteration 70Q: 3 clusters Score -4431546 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 34254 members 
Entering Unmasked Estep 
Score: -4431554.000000 Penalty: 3400.313721
	Iteration 71Q: 3 clusters Score -4431554 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 34260 members 
Entering Unmasked Estep 
Score: -4431560.500000 Penalty: 3400.313721
	Iteration 72Q: 3 clusters Score -4431560 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 34264 members 
Entering Unmasked Estep 
Score: -4431556.500000 Penalty: 3400.313721
	Iteration 73Q: 3 clusters Score -4431556 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 34263 members 
Entering Unmasked Estep 
Score: -4431557.500000 Penalty: 3400.313721
	Iteration 74Q: 3 clusters Score -4431558 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 34263 members 
Entering Unmasked Estep 
Score: -4431557.500000 Penalty: 3400.313721
	Iteration 75F: 3 clusters Score -4431558 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (95914 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95914 members 
Entering Unmasked Estep 
Score: -12112357.000000 Penalty: 1864.071289
	Iteration 0F: 2 clusters Score -1.211236e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47977 members 
Mstep: Class 2 contains 47937 members 
Entering Unmasked Estep 
Score: -12048727.000000 Penalty: 3728.142578
	Iteration 0F: 3 clusters Score -1.204873e+07 nChanged 45837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49994 members 
Mstep: Class 2 contains 45920 members 
Entering Unmasked Estep 
Score: -12075649.000000 Penalty: 3728.142578
	Iteration 1F: 3 clusters Score -1.207565e+07 nChanged 4501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51799 members 
Mstep: Class 2 contains 44115 members 
Entering Unmasked Estep 
Score: -12077569.000000 Penalty: 3728.142578
	Iteration 2Q: 3 clusters Score -1.207757e+07 nChanged 5797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54466 members 
Mstep: Class 2 contains 41448 members 
Entering Unmasked Estep 
Score: -12080775.000000 Penalty: 3728.142578
	Iteration 3F: 3 clusters Score -1.208078e+07 nChanged 6723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57841 members 
Mstep: Class 2 contains 38073 members 
Entering Unmasked Estep 
Score: -12084725.000000 Penalty: 3728.142578
	Iteration 4F: 3 clusters Score -1.208472e+07 nChanged 6876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61215 members 
Mstep: Class 2 contains 34699 members 
Entering Unmasked Estep 
Score: -12088668.000000 Penalty: 3728.142578
	Iteration 5F: 3 clusters Score -1.208867e+07 nChanged 5952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64115 members 
Mstep: Class 2 contains 31799 members 
Entering Unmasked Estep 
Score: -12091604.000000 Penalty: 3728.142578
	Iteration 6F: 3 clusters Score -1.20916e+07 nChanged 4646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66519 members 
Mstep: Class 2 contains 29395 members 
Entering Unmasked Estep 
Score: -12093503.000000 Penalty: 3728.142578
	Iteration 7Q: 3 clusters Score -1.20935e+07 nChanged 3565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68732 members 
Mstep: Class 2 contains 27182 members 
Entering Unmasked Estep 
Score: -12094702.000000 Penalty: 3728.142578
	Iteration 8Q: 3 clusters Score -1.20947e+07 nChanged 2835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70939 members 
Mstep: Class 2 contains 24975 members 
Entering Unmasked Estep 
Score: -12095688.000000 Penalty: 3728.142578
	Iteration 9Q: 3 clusters Score -1.209569e+07 nChanged 2579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73326 members 
Mstep: Class 2 contains 22588 members 
Entering Unmasked Estep 
Score: -12096620.000000 Penalty: 3728.142578
	Iteration 10Q: 3 clusters Score -1.209662e+07 nChanged 2635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75933 members 
Mstep: Class 2 contains 19981 members 
Entering Unmasked Estep 
Score: -12097695.000000 Penalty: 3728.142578
	Iteration 11Q: 3 clusters Score -1.20977e+07 nChanged 2951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78884 members 
Mstep: Class 2 contains 17030 members 
Entering Unmasked Estep 
Score: -12099104.000000 Penalty: 3728.142578
	Iteration 12Q: 3 clusters Score -1.20991e+07 nChanged 3222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82104 members 
Mstep: Class 2 contains 13810 members 
Entering Unmasked Estep 
Score: -12100865.000000 Penalty: 3728.142578
	Iteration 13Q: 3 clusters Score -1.210086e+07 nChanged 3369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85473 members 
Mstep: Class 2 contains 10441 members 
Entering Unmasked Estep 
Score: -12102981.000000 Penalty: 3728.142578
	Iteration 14Q: 3 clusters Score -1.210298e+07 nChanged 3224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88697 members 
Mstep: Class 2 contains 7217 members 
Entering Unmasked Estep 
Score: -12105375.000000 Penalty: 3728.142578
	Iteration 15Q: 3 clusters Score -1.210538e+07 nChanged 2706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91403 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -12107554.000000 Penalty: 3728.142578
	Iteration 16Q: 3 clusters Score -1.210755e+07 nChanged 1905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93304 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -12109040.000000 Penalty: 3728.142578
	Iteration 17Q: 3 clusters Score -1.210904e+07 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94367 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -12109849.000000 Penalty: 3728.142578
	Iteration 18Q: 3 clusters Score -1.210985e+07 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94912 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -12110155.000000 Penalty: 3728.142578
	Iteration 19Q: 3 clusters Score -1.211016e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95196 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -12110427.000000 Penalty: 3728.142578
	Iteration 20F: 3 clusters Score -1.211043e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95343 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -12110562.000000 Penalty: 3728.142578
	Iteration 21Q: 3 clusters Score -1.211056e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95416 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -12110628.000000 Penalty: 3728.142578
	Iteration 22Q: 3 clusters Score -1.211063e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95452 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -12110671.000000 Penalty: 3728.142578
	Iteration 23Q: 3 clusters Score -1.211067e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95486 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -12110686.000000 Penalty: 3728.142578
	Iteration 24Q: 3 clusters Score -1.211069e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95499 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -12110705.000000 Penalty: 3728.142578
	Iteration 25Q: 3 clusters Score -1.21107e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95508 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -12110734.000000 Penalty: 3728.142578
	Iteration 26Q: 3 clusters Score -1.211073e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95518 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -12110751.000000 Penalty: 3728.142578
	Iteration 27Q: 3 clusters Score -1.211075e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95526 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -12110759.000000 Penalty: 3728.142578
	Iteration 28Q: 3 clusters Score -1.211076e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95535 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -12110773.000000 Penalty: 3728.142578
	Iteration 29Q: 3 clusters Score -1.211077e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95536 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -12110765.000000 Penalty: 3728.142578
	Iteration 30Q: 3 clusters Score -1.211076e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95540 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -12110778.000000 Penalty: 3728.142578
	Iteration 31Q: 3 clusters Score -1.211078e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95546 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -12110786.000000 Penalty: 3728.142578
	Iteration 32Q: 3 clusters Score -1.211079e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95550 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -12110790.000000 Penalty: 3728.142578
	Iteration 33Q: 3 clusters Score -1.211079e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95554 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -12110790.000000 Penalty: 3728.142578
	Iteration 34Q: 3 clusters Score -1.211079e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95555 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -12110806.000000 Penalty: 3728.142578
	Iteration 35Q: 3 clusters Score -1.211081e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95558 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -12110802.000000 Penalty: 3728.142578
	Iteration 36Q: 3 clusters Score -1.21108e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95559 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -12110806.000000 Penalty: 3728.142578
	Iteration 37Q: 3 clusters Score -1.211081e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95558 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -12110812.000000 Penalty: 3728.142578
	Iteration 38Q: 3 clusters Score -1.211081e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95560 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -12110815.000000 Penalty: 3728.142578
	Iteration 39Q: 3 clusters Score -1.211082e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95563 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -12110812.000000 Penalty: 3728.142578
	Iteration 40F: 3 clusters Score -1.211081e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95567 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -12110821.000000 Penalty: 3728.142578
	Iteration 41Q: 3 clusters Score -1.211082e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95569 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -12110821.000000 Penalty: 3728.142578
	Iteration 42Q: 3 clusters Score -1.211082e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95571 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -12110822.000000 Penalty: 3728.142578
	Iteration 43Q: 3 clusters Score -1.211082e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95573 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -12110830.000000 Penalty: 3728.142578
	Iteration 44Q: 3 clusters Score -1.211083e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95575 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -12110832.000000 Penalty: 3728.142578
	Iteration 45Q: 3 clusters Score -1.211083e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95577 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -12110834.000000 Penalty: 3728.142578
	Iteration 46Q: 3 clusters Score -1.211083e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95577 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -12110834.000000 Penalty: 3728.142578
	Iteration 47F: 3 clusters Score -1.211083e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (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: -49775.273438 Penalty: 996.677185
	Iteration 0F: 2 clusters Score -49775.27 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: -48867.660156 Penalty: 1993.354370
	Iteration 0F: 3 clusters Score -48867.66 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -49134.753906 Penalty: 1993.354370
	Iteration 1F: 3 clusters Score -49134.75 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -49219.128906 Penalty: 1993.354370
	Iteration 2F: 3 clusters Score -49219.13 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -49253.535156 Penalty: 1993.354370
	Iteration 3Q: 3 clusters Score -49253.54 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -49283.269531 Penalty: 1993.354370
	Iteration 4Q: 3 clusters Score -49283.27 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -49291.570312 Penalty: 1993.354370
	Iteration 5Q: 3 clusters Score -49291.57 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -49300.753906 Penalty: 1993.354370
	Iteration 6Q: 3 clusters Score -49300.75 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -49320.457031 Penalty: 1993.354370
	Iteration 7Q: 3 clusters Score -49320.46 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -49325.035156 Penalty: 1993.354370
	Iteration 8Q: 3 clusters Score -49325.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -49327.867188 Penalty: 1993.354370
	Iteration 9Q: 3 clusters Score -49327.87 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -49327.867188 Penalty: 1993.354370
	Iteration 10F: 3 clusters Score -49327.87 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (17582 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17582 members 
Entering Unmasked Estep 
Score: -2232972.250000 Penalty: 1588.377441
	Iteration 0F: 2 clusters Score -2232972 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8800 members 
Mstep: Class 2 contains 8782 members 
Entering Unmasked Estep 
Score: -2220902.250000 Penalty: 3176.754883
	Iteration 0F: 3 clusters Score -2220902 nChanged 7851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8605 members 
Mstep: Class 2 contains 8977 members 
Entering Unmasked Estep 
Score: -2225487.000000 Penalty: 3176.754883
	Iteration 1F: 3 clusters Score -2225487 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8486 members 
Mstep: Class 2 contains 9096 members 
Entering Unmasked Estep 
Score: -2226032.250000 Penalty: 3176.754883
	Iteration 2F: 3 clusters Score -2226032 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8410 members 
Mstep: Class 2 contains 9172 members 
Entering Unmasked Estep 
Score: -2226592.750000 Penalty: 3176.754883
	Iteration 3F: 3 clusters Score -2226593 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8414 members 
Mstep: Class 2 contains 9168 members 
Entering Unmasked Estep 
Score: -2227062.250000 Penalty: 3176.754883
	Iteration 4F: 3 clusters Score -2227062 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8462 members 
Mstep: Class 2 contains 9120 members 
Entering Unmasked Estep 
Score: -2227472.750000 Penalty: 3176.754883
	Iteration 5Q: 3 clusters Score -2227473 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8542 members 
Mstep: Class 2 contains 9040 members 
Entering Unmasked Estep 
Score: -2227927.000000 Penalty: 3176.754883
	Iteration 6Q: 3 clusters Score -2227927 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8686 members 
Mstep: Class 2 contains 8896 members 
Entering Unmasked Estep 
Score: -2228419.750000 Penalty: 3176.754883
	Iteration 7Q: 3 clusters Score -2228420 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8939 members 
Mstep: Class 2 contains 8643 members 
Entering Unmasked Estep 
Score: -2228943.500000 Penalty: 3176.754883
	Iteration 8F: 3 clusters Score -2228944 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9182 members 
Mstep: Class 2 contains 8400 members 
Entering Unmasked Estep 
Score: -2229498.000000 Penalty: 3176.754883
	Iteration 9F: 3 clusters Score -2229498 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9493 members 
Mstep: Class 2 contains 8089 members 
Entering Unmasked Estep 
Score: -2230012.750000 Penalty: 3176.754883
	Iteration 10Q: 3 clusters Score -2230013 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9790 members 
Mstep: Class 2 contains 7792 members 
Entering Unmasked Estep 
Score: -2230392.000000 Penalty: 3176.754883
	Iteration 11Q: 3 clusters Score -2230392 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10132 members 
Mstep: Class 2 contains 7450 members 
Entering Unmasked Estep 
Score: -2230714.500000 Penalty: 3176.754883
	Iteration 12Q: 3 clusters Score -2230714 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10538 members 
Mstep: Class 2 contains 7044 members 
Entering Unmasked Estep 
Score: -2230977.500000 Penalty: 3176.754883
	Iteration 13Q: 3 clusters Score -2230978 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10931 members 
Mstep: Class 2 contains 6651 members 
Entering Unmasked Estep 
Score: -2231247.000000 Penalty: 3176.754883
	Iteration 14Q: 3 clusters Score -2231247 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11343 members 
Mstep: Class 2 contains 6239 members 
Entering Unmasked Estep 
Score: -2231547.000000 Penalty: 3176.754883
	Iteration 15Q: 3 clusters Score -2231547 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11722 members 
Mstep: Class 2 contains 5860 members 
Entering Unmasked Estep 
Score: -2231837.750000 Penalty: 3176.754883
	Iteration 16Q: 3 clusters Score -2231838 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12085 members 
Mstep: Class 2 contains 5497 members 
Entering Unmasked Estep 
Score: -2232074.000000 Penalty: 3176.754883
	Iteration 17Q: 3 clusters Score -2232074 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12336 members 
Mstep: Class 2 contains 5246 members 
Entering Unmasked Estep 
Score: -2232204.000000 Penalty: 3176.754883
	Iteration 18Q: 3 clusters Score -2232204 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12537 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -2232292.250000 Penalty: 3176.754883
	Iteration 19Q: 3 clusters Score -2232292 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12693 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -2232342.000000 Penalty: 3176.754883
	Iteration 20F: 3 clusters Score -2232342 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12823 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -2232376.250000 Penalty: 3176.754883
	Iteration 21Q: 3 clusters Score -2232376 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12936 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -2232404.500000 Penalty: 3176.754883
	Iteration 22Q: 3 clusters Score -2232404 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13042 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -2232435.750000 Penalty: 3176.754883
	Iteration 23Q: 3 clusters Score -2232436 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13139 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -2232465.500000 Penalty: 3176.754883
	Iteration 24Q: 3 clusters Score -2232466 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13240 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -2232486.750000 Penalty: 3176.754883
	Iteration 25Q: 3 clusters Score -2232487 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13324 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -2232508.250000 Penalty: 3176.754883
	Iteration 26Q: 3 clusters Score -2232508 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13414 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -2232523.250000 Penalty: 3176.754883
	Iteration 27Q: 3 clusters Score -2232523 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13485 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -2232543.250000 Penalty: 3176.754883
	Iteration 28Q: 3 clusters Score -2232543 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13543 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -2232555.750000 Penalty: 3176.754883
	Iteration 29Q: 3 clusters Score -2232556 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13592 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -2232567.250000 Penalty: 3176.754883
	Iteration 30Q: 3 clusters Score -2232567 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13636 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -2232571.250000 Penalty: 3176.754883
	Iteration 31Q: 3 clusters Score -2232571 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13672 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -2232575.000000 Penalty: 3176.754883
	Iteration 32Q: 3 clusters Score -2232575 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13706 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -2232581.250000 Penalty: 3176.754883
	Iteration 33Q: 3 clusters Score -2232581 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13737 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -2232582.500000 Penalty: 3176.754883
	Iteration 34Q: 3 clusters Score -2232582 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13773 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -2232583.250000 Penalty: 3176.754883
	Iteration 35Q: 3 clusters Score -2232583 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13807 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -2232595.000000 Penalty: 3176.754883
	Iteration 36Q: 3 clusters Score -2232595 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13834 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -2232600.000000 Penalty: 3176.754883
	Iteration 37Q: 3 clusters Score -2232600 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13856 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -2232602.250000 Penalty: 3176.754883
	Iteration 38Q: 3 clusters Score -2232602 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13879 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -2232605.750000 Penalty: 3176.754883
	Iteration 39Q: 3 clusters Score -2232606 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13906 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -2232607.750000 Penalty: 3176.754883
	Iteration 40F: 3 clusters Score -2232608 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13917 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -2232608.250000 Penalty: 3176.754883
	Iteration 41Q: 3 clusters Score -2232608 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13928 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -2232604.250000 Penalty: 3176.754883
	Iteration 42Q: 3 clusters Score -2232604 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13939 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -2232610.500000 Penalty: 3176.754883
	Iteration 43Q: 3 clusters Score -2232610 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13949 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -2232607.250000 Penalty: 3176.754883
	Iteration 44Q: 3 clusters Score -2232607 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13956 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -2232609.000000 Penalty: 3176.754883
	Iteration 45Q: 3 clusters Score -2232609 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13960 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -2232608.500000 Penalty: 3176.754883
	Iteration 46Q: 3 clusters Score -2232608 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13966 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -2232605.500000 Penalty: 3176.754883
	Iteration 47Q: 3 clusters Score -2232606 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13969 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -2232610.500000 Penalty: 3176.754883
	Iteration 48Q: 3 clusters Score -2232610 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13974 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -2232611.500000 Penalty: 3176.754883
	Iteration 49Q: 3 clusters Score -2232612 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13981 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -2232608.000000 Penalty: 3176.754883
	Iteration 50Q: 3 clusters Score -2232608 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13987 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -2232609.250000 Penalty: 3176.754883
	Iteration 51Q: 3 clusters Score -2232609 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13993 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -2232611.250000 Penalty: 3176.754883
	Iteration 52Q: 3 clusters Score -2232611 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14003 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -2232617.750000 Penalty: 3176.754883
	Iteration 53Q: 3 clusters Score -2232618 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14008 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -2232619.250000 Penalty: 3176.754883
	Iteration 54Q: 3 clusters Score -2232619 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14013 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -2232617.250000 Penalty: 3176.754883
	Iteration 55Q: 3 clusters Score -2232617 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14016 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -2232614.250000 Penalty: 3176.754883
	Iteration 56Q: 3 clusters Score -2232614 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14018 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -2232617.250000 Penalty: 3176.754883
	Iteration 57Q: 3 clusters Score -2232617 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14022 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -2232618.500000 Penalty: 3176.754883
	Iteration 58Q: 3 clusters Score -2232618 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14024 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -2232619.250000 Penalty: 3176.754883
	Iteration 59Q: 3 clusters Score -2232619 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14026 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -2232617.000000 Penalty: 3176.754883
	Iteration 60F: 3 clusters Score -2232617 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14028 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -2232619.250000 Penalty: 3176.754883
	Iteration 61Q: 3 clusters Score -2232619 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14033 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -2232620.000000 Penalty: 3176.754883
	Iteration 62Q: 3 clusters Score -2232620 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14038 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -2232616.500000 Penalty: 3176.754883
	Iteration 63Q: 3 clusters Score -2232616 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14045 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -2232619.000000 Penalty: 3176.754883
	Iteration 64Q: 3 clusters Score -2232619 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14050 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -2232624.250000 Penalty: 3176.754883
	Iteration 65Q: 3 clusters Score -2232624 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14054 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -2232621.750000 Penalty: 3176.754883
	Iteration 66Q: 3 clusters Score -2232622 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14057 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -2232623.000000 Penalty: 3176.754883
	Iteration 67Q: 3 clusters Score -2232623 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14063 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -2232624.500000 Penalty: 3176.754883
	Iteration 68Q: 3 clusters Score -2232624 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14068 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -2232622.000000 Penalty: 3176.754883
	Iteration 69Q: 3 clusters Score -2232622 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14072 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -2232625.750000 Penalty: 3176.754883
	Iteration 70Q: 3 clusters Score -2232626 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14074 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -2232623.500000 Penalty: 3176.754883
	Iteration 71Q: 3 clusters Score -2232624 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14078 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -2232623.500000 Penalty: 3176.754883
	Iteration 72Q: 3 clusters Score -2232624 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14080 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -2232625.500000 Penalty: 3176.754883
	Iteration 73Q: 3 clusters Score -2232626 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14082 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -2232623.250000 Penalty: 3176.754883
	Iteration 74Q: 3 clusters Score -2232623 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14082 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -2232623.250000 Penalty: 3176.754883
	Iteration 75F: 3 clusters Score -2232623 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (152458 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152458 members 
Entering Unmasked Estep 
Score: -19520612.000000 Penalty: 1939.379761
	Iteration 0F: 2 clusters Score -1.952061e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76010 members 
Mstep: Class 2 contains 76448 members 
Entering Unmasked Estep 
Score: -19437558.000000 Penalty: 3878.759521
	Iteration 0F: 3 clusters Score -1.943756e+07 nChanged 73646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73418 members 
Mstep: Class 2 contains 79040 members 
Entering Unmasked Estep 
Score: -19481302.000000 Penalty: 3878.759521
	Iteration 1F: 3 clusters Score -1.94813e+07 nChanged 4483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71919 members 
Mstep: Class 2 contains 80539 members 
Entering Unmasked Estep 
Score: -19482464.000000 Penalty: 3878.759521
	Iteration 2Q: 3 clusters Score -1.948246e+07 nChanged 5035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69838 members 
Mstep: Class 2 contains 82620 members 
Entering Unmasked Estep 
Score: -19483978.000000 Penalty: 3878.759521
	Iteration 3Q: 3 clusters Score -1.948398e+07 nChanged 5819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67005 members 
Mstep: Class 2 contains 85453 members 
Entering Unmasked Estep 
Score: -19485984.000000 Penalty: 3878.759521
	Iteration 4Q: 3 clusters Score -1.948598e+07 nChanged 6968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63217 members 
Mstep: Class 2 contains 89241 members 
Entering Unmasked Estep 
Score: -19489124.000000 Penalty: 3878.759521
	Iteration 5Q: 3 clusters Score -1.948912e+07 nChanged 8351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58716 members 
Mstep: Class 2 contains 93742 members 
Entering Unmasked Estep 
Score: -19493948.000000 Penalty: 3878.759521
	Iteration 6F: 3 clusters Score -1.949395e+07 nChanged 9235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54325 members 
Mstep: Class 2 contains 98133 members 
Entering Unmasked Estep 
Score: -19499948.000000 Penalty: 3878.759521
	Iteration 7F: 3 clusters Score -1.949995e+07 nChanged 9310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50661 members 
Mstep: Class 2 contains 101797 members 
Entering Unmasked Estep 
Score: -19506044.000000 Penalty: 3878.759521
	Iteration 8F: 3 clusters Score -1.950604e+07 nChanged 7941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48338 members 
Mstep: Class 2 contains 104120 members 
Entering Unmasked Estep 
Score: -19510080.000000 Penalty: 3878.759521
	Iteration 9F: 3 clusters Score -1.951008e+07 nChanged 5964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47074 members 
Mstep: Class 2 contains 105384 members 
Entering Unmasked Estep 
Score: -19512092.000000 Penalty: 3878.759521
	Iteration 10Q: 3 clusters Score -1.951209e+07 nChanged 3947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46417 members 
Mstep: Class 2 contains 106041 members 
Entering Unmasked Estep 
Score: -19512624.000000 Penalty: 3878.759521
	Iteration 11Q: 3 clusters Score -1.951262e+07 nChanged 2354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45945 members 
Mstep: Class 2 contains 106513 members 
Entering Unmasked Estep 
Score: -19512850.000000 Penalty: 3878.759521
	Iteration 12Q: 3 clusters Score -1.951285e+07 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45500 members 
Mstep: Class 2 contains 106958 members 
Entering Unmasked Estep 
Score: -19512790.000000 Penalty: 3878.759521
	Iteration 13Q: 3 clusters Score -1.951279e+07 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45148 members 
Mstep: Class 2 contains 107310 members 
Entering Unmasked Estep 
Score: -19512928.000000 Penalty: 3878.759521
	Iteration 14Q: 3 clusters Score -1.951293e+07 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44836 members 
Mstep: Class 2 contains 107622 members 
Entering Unmasked Estep 
Score: -19512972.000000 Penalty: 3878.759521
	Iteration 15Q: 3 clusters Score -1.951297e+07 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44522 members 
Mstep: Class 2 contains 107936 members 
Entering Unmasked Estep 
Score: -19513002.000000 Penalty: 3878.759521
	Iteration 16Q: 3 clusters Score -1.9513e+07 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44231 members 
Mstep: Class 2 contains 108227 members 
Entering Unmasked Estep 
Score: -19512944.000000 Penalty: 3878.759521
	Iteration 17Q: 3 clusters Score -1.951294e+07 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43985 members 
Mstep: Class 2 contains 108473 members 
Entering Unmasked Estep 
Score: -19512934.000000 Penalty: 3878.759521
	Iteration 18Q: 3 clusters Score -1.951293e+07 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43769 members 
Mstep: Class 2 contains 108689 members 
Entering Unmasked Estep 
Score: -19512890.000000 Penalty: 3878.759521
	Iteration 19Q: 3 clusters Score -1.951289e+07 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43551 members 
Mstep: Class 2 contains 108907 members 
Entering Unmasked Estep 
Score: -19512940.000000 Penalty: 3878.759521
	Iteration 20F: 3 clusters Score -1.951294e+07 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43374 members 
Mstep: Class 2 contains 109084 members 
Entering Unmasked Estep 
Score: -19513004.000000 Penalty: 3878.759521
	Iteration 21Q: 3 clusters Score -1.9513e+07 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43206 members 
Mstep: Class 2 contains 109252 members 
Entering Unmasked Estep 
Score: -19512930.000000 Penalty: 3878.759521
	Iteration 22Q: 3 clusters Score -1.951293e+07 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43105 members 
Mstep: Class 2 contains 109353 members 
Entering Unmasked Estep 
Score: -19512872.000000 Penalty: 3878.759521
	Iteration 23Q: 3 clusters Score -1.951287e+07 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43004 members 
Mstep: Class 2 contains 109454 members 
Entering Unmasked Estep 
Score: -19512854.000000 Penalty: 3878.759521
	Iteration 24Q: 3 clusters Score -1.951285e+07 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42931 members 
Mstep: Class 2 contains 109527 members 
Entering Unmasked Estep 
Score: -19512856.000000 Penalty: 3878.759521
	Iteration 25Q: 3 clusters Score -1.951286e+07 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42856 members 
Mstep: Class 2 contains 109602 members 
Entering Unmasked Estep 
Score: -19512768.000000 Penalty: 3878.759521
	Iteration 26Q: 3 clusters Score -1.951277e+07 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42757 members 
Mstep: Class 2 contains 109701 members 
Entering Unmasked Estep 
Score: -19512812.000000 Penalty: 3878.759521
	Iteration 27Q: 3 clusters Score -1.951281e+07 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42699 members 
Mstep: Class 2 contains 109759 members 
Entering Unmasked Estep 
Score: -19512804.000000 Penalty: 3878.759521
	Iteration 28Q: 3 clusters Score -1.95128e+07 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42690 members 
Mstep: Class 2 contains 109768 members 
Entering Unmasked Estep 
Score: -19512726.000000 Penalty: 3878.759521
	Iteration 29Q: 3 clusters Score -1.951273e+07 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42736 members 
Mstep: Class 2 contains 109722 members 
Entering Unmasked Estep 
Score: -19512688.000000 Penalty: 3878.759521
	Iteration 30Q: 3 clusters Score -1.951269e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42807 members 
Mstep: Class 2 contains 109651 members 
Entering Unmasked Estep 
Score: -19512600.000000 Penalty: 3878.759521
	Iteration 31Q: 3 clusters Score -1.95126e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42892 members 
Mstep: Class 2 contains 109566 members 
Entering Unmasked Estep 
Score: -19512616.000000 Penalty: 3878.759521
	Iteration 32Q: 3 clusters Score -1.951262e+07 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43031 members 
Mstep: Class 2 contains 109427 members 
Entering Unmasked Estep 
Score: -19512630.000000 Penalty: 3878.759521
	Iteration 33Q: 3 clusters Score -1.951263e+07 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43195 members 
Mstep: Class 2 contains 109263 members 
Entering Unmasked Estep 
Score: -19512632.000000 Penalty: 3878.759521
	Iteration 34Q: 3 clusters Score -1.951263e+07 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43357 members 
Mstep: Class 2 contains 109101 members 
Entering Unmasked Estep 
Score: -19512630.000000 Penalty: 3878.759521
	Iteration 35Q: 3 clusters Score -1.951263e+07 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43531 members 
Mstep: Class 2 contains 108927 members 
Entering Unmasked Estep 
Score: -19512622.000000 Penalty: 3878.759521
	Iteration 36Q: 3 clusters Score -1.951262e+07 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43763 members 
Mstep: Class 2 contains 108695 members 
Entering Unmasked Estep 
Score: -19512540.000000 Penalty: 3878.759521
	Iteration 37Q: 3 clusters Score -1.951254e+07 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43994 members 
Mstep: Class 2 contains 108464 members 
Entering Unmasked Estep 
Score: -19512498.000000 Penalty: 3878.759521
	Iteration 38Q: 3 clusters Score -1.95125e+07 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44312 members 
Mstep: Class 2 contains 108146 members 
Entering Unmasked Estep 
Score: -19512478.000000 Penalty: 3878.759521
	Iteration 39Q: 3 clusters Score -1.951248e+07 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44674 members 
Mstep: Class 2 contains 107784 members 
Entering Unmasked Estep 
Score: -19512378.000000 Penalty: 3878.759521
	Iteration 40F: 3 clusters Score -1.951238e+07 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45076 members 
Mstep: Class 2 contains 107382 members 
Entering Unmasked Estep 
Score: -19512312.000000 Penalty: 3878.759521
	Iteration 41Q: 3 clusters Score -1.951231e+07 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45467 members 
Mstep: Class 2 contains 106991 members 
Entering Unmasked Estep 
Score: -19512182.000000 Penalty: 3878.759521
	Iteration 42Q: 3 clusters Score -1.951218e+07 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45923 members 
Mstep: Class 2 contains 106535 members 
Entering Unmasked Estep 
Score: -19512132.000000 Penalty: 3878.759521
	Iteration 43Q: 3 clusters Score -1.951213e+07 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46391 members 
Mstep: Class 2 contains 106067 members 
Entering Unmasked Estep 
Score: -19512100.000000 Penalty: 3878.759521
	Iteration 44Q: 3 clusters Score -1.95121e+07 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46884 members 
Mstep: Class 2 contains 105574 members 
Entering Unmasked Estep 
Score: -19512096.000000 Penalty: 3878.759521
	Iteration 45Q: 3 clusters Score -1.95121e+07 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47414 members 
Mstep: Class 2 contains 105044 members 
Entering Unmasked Estep 
Score: -19512034.000000 Penalty: 3878.759521
	Iteration 46Q: 3 clusters Score -1.951203e+07 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47939 members 
Mstep: Class 2 contains 104519 members 
Entering Unmasked Estep 
Score: -19512006.000000 Penalty: 3878.759521
	Iteration 47Q: 3 clusters Score -1.951201e+07 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48469 members 
Mstep: Class 2 contains 103989 members 
Entering Unmasked Estep 
Score: -19511918.000000 Penalty: 3878.759521
	Iteration 48Q: 3 clusters Score -1.951192e+07 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49020 members 
Mstep: Class 2 contains 103438 members 
Entering Unmasked Estep 
Score: -19511852.000000 Penalty: 3878.759521
	Iteration 49Q: 3 clusters Score -1.951185e+07 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49604 members 
Mstep: Class 2 contains 102854 members 
Entering Unmasked Estep 
Score: -19511918.000000 Penalty: 3878.759521
	Iteration 50Q: 3 clusters Score -1.951192e+07 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50232 members 
Mstep: Class 2 contains 102226 members 
Entering Unmasked Estep 
Score: -19511774.000000 Penalty: 3878.759521
	Iteration 51Q: 3 clusters Score -1.951177e+07 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50935 members 
Mstep: Class 2 contains 101523 members 
Entering Unmasked Estep 
Score: -19511766.000000 Penalty: 3878.759521
	Iteration 52Q: 3 clusters Score -1.951177e+07 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51624 members 
Mstep: Class 2 contains 100834 members 
Entering Unmasked Estep 
Score: -19511712.000000 Penalty: 3878.759521
	Iteration 53Q: 3 clusters Score -1.951171e+07 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52333 members 
Mstep: Class 2 contains 100125 members 
Entering Unmasked Estep 
Score: -19511596.000000 Penalty: 3878.759521
	Iteration 54Q: 3 clusters Score -1.95116e+07 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53103 members 
Mstep: Class 2 contains 99355 members 
Entering Unmasked Estep 
Score: -19511530.000000 Penalty: 3878.759521
	Iteration 55Q: 3 clusters Score -1.951153e+07 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53905 members 
Mstep: Class 2 contains 98553 members 
Entering Unmasked Estep 
Score: -19511498.000000 Penalty: 3878.759521
	Iteration 56Q: 3 clusters Score -1.95115e+07 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54710 members 
Mstep: Class 2 contains 97748 members 
Entering Unmasked Estep 
Score: -19511482.000000 Penalty: 3878.759521
	Iteration 57Q: 3 clusters Score -1.951148e+07 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55552 members 
Mstep: Class 2 contains 96906 members 
Entering Unmasked Estep 
Score: -19511454.000000 Penalty: 3878.759521
	Iteration 58Q: 3 clusters Score -1.951145e+07 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56429 members 
Mstep: Class 2 contains 96029 members 
Entering Unmasked Estep 
Score: -19511386.000000 Penalty: 3878.759521
	Iteration 59Q: 3 clusters Score -1.951139e+07 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57326 members 
Mstep: Class 2 contains 95132 members 
Entering Unmasked Estep 
Score: -19511510.000000 Penalty: 3878.759521
	Iteration 60F: 3 clusters Score -1.951151e+07 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58269 members 
Mstep: Class 2 contains 94189 members 
Entering Unmasked Estep 
Score: -19511506.000000 Penalty: 3878.759521
	Iteration 61Q: 3 clusters Score -1.951151e+07 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59212 members 
Mstep: Class 2 contains 93246 members 
Entering Unmasked Estep 
Score: -19511504.000000 Penalty: 3878.759521
	Iteration 62Q: 3 clusters Score -1.95115e+07 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60185 members 
Mstep: Class 2 contains 92273 members 
Entering Unmasked Estep 
Score: -19511586.000000 Penalty: 3878.759521
	Iteration 63Q: 3 clusters Score -1.951159e+07 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61153 members 
Mstep: Class 2 contains 91305 members 
Entering Unmasked Estep 
Score: -19511544.000000 Penalty: 3878.759521
	Iteration 64Q: 3 clusters Score -1.951154e+07 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62125 members 
Mstep: Class 2 contains 90333 members 
Entering Unmasked Estep 
Score: -19511546.000000 Penalty: 3878.759521
	Iteration 65Q: 3 clusters Score -1.951155e+07 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63144 members 
Mstep: Class 2 contains 89314 members 
Entering Unmasked Estep 
Score: -19511512.000000 Penalty: 3878.759521
	Iteration 66Q: 3 clusters Score -1.951151e+07 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64204 members 
Mstep: Class 2 contains 88254 members 
Entering Unmasked Estep 
Score: -19511568.000000 Penalty: 3878.759521
	Iteration 67Q: 3 clusters Score -1.951157e+07 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65218 members 
Mstep: Class 2 contains 87240 members 
Entering Unmasked Estep 
Score: -19511528.000000 Penalty: 3878.759521
	Iteration 68Q: 3 clusters Score -1.951153e+07 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66254 members 
Mstep: Class 2 contains 86204 members 
Entering Unmasked Estep 
Score: -19511520.000000 Penalty: 3878.759521
	Iteration 69Q: 3 clusters Score -1.951152e+07 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67183 members 
Mstep: Class 2 contains 85275 members 
Entering Unmasked Estep 
Score: -19511484.000000 Penalty: 3878.759521
	Iteration 70Q: 3 clusters Score -1.951148e+07 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68105 members 
Mstep: Class 2 contains 84353 members 
Entering Unmasked Estep 
Score: -19511508.000000 Penalty: 3878.759521
	Iteration 71Q: 3 clusters Score -1.951151e+07 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69014 members 
Mstep: Class 2 contains 83444 members 
Entering Unmasked Estep 
Score: -19511566.000000 Penalty: 3878.759521
	Iteration 72Q: 3 clusters Score -1.951157e+07 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69925 members 
Mstep: Class 2 contains 82533 members 
Entering Unmasked Estep 
Score: -19511692.000000 Penalty: 3878.759521
	Iteration 73Q: 3 clusters Score -1.951169e+07 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70793 members 
Mstep: Class 2 contains 81665 members 
Entering Unmasked Estep 
Score: -19511752.000000 Penalty: 3878.759521
	Iteration 74Q: 3 clusters Score -1.951175e+07 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71642 members 
Mstep: Class 2 contains 80816 members 
Entering Unmasked Estep 
Score: -19511870.000000 Penalty: 3878.759521
	Iteration 75Q: 3 clusters Score -1.951187e+07 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72425 members 
Mstep: Class 2 contains 80033 members 
Entering Unmasked Estep 
Score: -19511920.000000 Penalty: 3878.759521
	Iteration 76Q: 3 clusters Score -1.951192e+07 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73195 members 
Mstep: Class 2 contains 79263 members 
Entering Unmasked Estep 
Score: -19511922.000000 Penalty: 3878.759521
	Iteration 77Q: 3 clusters Score -1.951192e+07 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73950 members 
Mstep: Class 2 contains 78508 members 
Entering Unmasked Estep 
Score: -19511946.000000 Penalty: 3878.759521
	Iteration 78Q: 3 clusters Score -1.951195e+07 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74692 members 
Mstep: Class 2 contains 77766 members 
Entering Unmasked Estep 
Score: -19512020.000000 Penalty: 3878.759521
	Iteration 79Q: 3 clusters Score -1.951202e+07 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75421 members 
Mstep: Class 2 contains 77037 members 
Entering Unmasked Estep 
Score: -19512062.000000 Penalty: 3878.759521
	Iteration 80F: 3 clusters Score -1.951206e+07 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76197 members 
Mstep: Class 2 contains 76261 members 
Entering Unmasked Estep 
Score: -19512198.000000 Penalty: 3878.759521
	Iteration 81Q: 3 clusters Score -1.95122e+07 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76960 members 
Mstep: Class 2 contains 75498 members 
Entering Unmasked Estep 
Score: -19512242.000000 Penalty: 3878.759521
	Iteration 82Q: 3 clusters Score -1.951224e+07 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77836 members 
Mstep: Class 2 contains 74622 members 
Entering Unmasked Estep 
Score: -19512334.000000 Penalty: 3878.759521
	Iteration 83Q: 3 clusters Score -1.951233e+07 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78885 members 
Mstep: Class 2 contains 73573 members 
Entering Unmasked Estep 
Score: -19512462.000000 Penalty: 3878.759521
	Iteration 84Q: 3 clusters Score -1.951246e+07 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80245 members 
Mstep: Class 2 contains 72213 members 
Entering Unmasked Estep 
Score: -19512580.000000 Penalty: 3878.759521
	Iteration 85Q: 3 clusters Score -1.951258e+07 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81905 members 
Mstep: Class 2 contains 70553 members 
Entering Unmasked Estep 
Score: -19512740.000000 Penalty: 3878.759521
	Iteration 86Q: 3 clusters Score -1.951274e+07 nChanged 2131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83874 members 
Mstep: Class 2 contains 68584 members 
Entering Unmasked Estep 
Score: -19512958.000000 Penalty: 3878.759521
	Iteration 87Q: 3 clusters Score -1.951296e+07 nChanged 2539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86235 members 
Mstep: Class 2 contains 66223 members 
Entering Unmasked Estep 
Score: -19513128.000000 Penalty: 3878.759521
	Iteration 88Q: 3 clusters Score -1.951313e+07 nChanged 2927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89010 members 
Mstep: Class 2 contains 63448 members 
Entering Unmasked Estep 
Score: -19513588.000000 Penalty: 3878.759521
	Iteration 89Q: 3 clusters Score -1.951359e+07 nChanged 3367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92221 members 
Mstep: Class 2 contains 60237 members 
Entering Unmasked Estep 
Score: -19514050.000000 Penalty: 3878.759521
	Iteration 90Q: 3 clusters Score -1.951405e+07 nChanged 3740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95795 members 
Mstep: Class 2 contains 56663 members 
Entering Unmasked Estep 
Score: -19514686.000000 Penalty: 3878.759521
	Iteration 91Q: 3 clusters Score -1.951469e+07 nChanged 4190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99809 members 
Mstep: Class 2 contains 52649 members 
Entering Unmasked Estep 
Score: -19515622.000000 Penalty: 3878.759521
	Iteration 92Q: 3 clusters Score -1.951562e+07 nChanged 4327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103982 members 
Mstep: Class 2 contains 48476 members 
Entering Unmasked Estep 
Score: -19516550.000000 Penalty: 3878.759521
	Iteration 93Q: 3 clusters Score -1.951655e+07 nChanged 4281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108095 members 
Mstep: Class 2 contains 44363 members 
Entering Unmasked Estep 
Score: -19517384.000000 Penalty: 3878.759521
	Iteration 94Q: 3 clusters Score -1.951738e+07 nChanged 4146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112041 members 
Mstep: Class 2 contains 40417 members 
Entering Unmasked Estep 
Score: -19518068.000000 Penalty: 3878.759521
	Iteration 95Q: 3 clusters Score -1.951807e+07 nChanged 3824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115685 members 
Mstep: Class 2 contains 36773 members 
Entering Unmasked Estep 
Score: -19518926.000000 Penalty: 3878.759521
	Iteration 96Q: 3 clusters Score -1.951893e+07 nChanged 3510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119081 members 
Mstep: Class 2 contains 33377 members 
Entering Unmasked Estep 
Score: -19519250.000000 Penalty: 3878.759521
	Iteration 97Q: 3 clusters Score -1.951925e+07 nChanged 3064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122071 members 
Mstep: Class 2 contains 30387 members 
Entering Unmasked Estep 
Score: -19519284.000000 Penalty: 3878.759521
	Iteration 98Q: 3 clusters Score -1.951928e+07 nChanged 2803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124850 members 
Mstep: Class 2 contains 27608 members 
Entering Unmasked Estep 
Score: -19519316.000000 Penalty: 3878.759521
	Iteration 99Q: 3 clusters Score -1.951932e+07 nChanged 2548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127384 members 
Mstep: Class 2 contains 25074 members 
Entering Unmasked Estep 
Score: -19520414.000000 Penalty: 3878.759521
	Iteration 100F: 3 clusters Score -1.952041e+07 nChanged 3423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130805 members 
Mstep: Class 2 contains 21653 members 
Entering Unmasked Estep 
Score: -19520574.000000 Penalty: 3878.759521
	Iteration 101Q: 3 clusters Score -1.952057e+07 nChanged 3035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133814 members 
Mstep: Class 2 contains 18644 members 
Entering Unmasked Estep 
Score: -19520478.000000 Penalty: 3878.759521
	Iteration 102Q: 3 clusters Score -1.952048e+07 nChanged 2650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136414 members 
Mstep: Class 2 contains 16044 members 
Entering Unmasked Estep 
Score: -19520364.000000 Penalty: 3878.759521
	Iteration 103Q: 3 clusters Score -1.952036e+07 nChanged 2342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138706 members 
Mstep: Class 2 contains 13752 members 
Entering Unmasked Estep 
Score: -19520214.000000 Penalty: 3878.759521
	Iteration 104Q: 3 clusters Score -1.952021e+07 nChanged 2034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140712 members 
Mstep: Class 2 contains 11746 members 
Entering Unmasked Estep 
Score: -19519932.000000 Penalty: 3878.759521
	Iteration 105Q: 3 clusters Score -1.951993e+07 nChanged 1816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142504 members 
Mstep: Class 2 contains 9954 members 
Entering Unmasked Estep 
Score: -19519652.000000 Penalty: 3878.759521
	Iteration 106Q: 3 clusters Score -1.951965e+07 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144082 members 
Mstep: Class 2 contains 8376 members 
Entering Unmasked Estep 
Score: -19519406.000000 Penalty: 3878.759521
	Iteration 107Q: 3 clusters Score -1.951941e+07 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145465 members 
Mstep: Class 2 contains 6993 members 
Entering Unmasked Estep 
Score: -19519060.000000 Penalty: 3878.759521
	Iteration 108Q: 3 clusters Score -1.951906e+07 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146715 members 
Mstep: Class 2 contains 5743 members 
Entering Unmasked Estep 
Score: -19518944.000000 Penalty: 3878.759521
	Iteration 109Q: 3 clusters Score -1.951894e+07 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147775 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -19518654.000000 Penalty: 3878.759521
	Iteration 110Q: 3 clusters Score -1.951865e+07 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148698 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -19518570.000000 Penalty: 3878.759521
	Iteration 111Q: 3 clusters Score -1.951857e+07 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149480 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -19518628.000000 Penalty: 3878.759521
	Iteration 112Q: 3 clusters Score -1.951863e+07 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150108 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -19518782.000000 Penalty: 3878.759521
	Iteration 113Q: 3 clusters Score -1.951878e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150614 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -19518868.000000 Penalty: 3878.759521
	Iteration 114Q: 3 clusters Score -1.951887e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151004 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -19518904.000000 Penalty: 3878.759521
	Iteration 115Q: 3 clusters Score -1.95189e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151294 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -19519008.000000 Penalty: 3878.759521
	Iteration 116Q: 3 clusters Score -1.951901e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151510 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -19519008.000000 Penalty: 3878.759521
	Iteration 117Q: 3 clusters Score -1.951901e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151673 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -19519036.000000 Penalty: 3878.759521
	Iteration 118Q: 3 clusters Score -1.951904e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151799 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -19519054.000000 Penalty: 3878.759521
	Iteration 119Q: 3 clusters Score -1.951905e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151884 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -19519058.000000 Penalty: 3878.759521
	Iteration 120F: 3 clusters Score -1.951906e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151942 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -19519090.000000 Penalty: 3878.759521
	Iteration 121Q: 3 clusters Score -1.951909e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151988 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -19519072.000000 Penalty: 3878.759521
	Iteration 122Q: 3 clusters Score -1.951907e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152011 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -19519098.000000 Penalty: 3878.759521
	Iteration 123Q: 3 clusters Score -1.95191e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152034 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -19519088.000000 Penalty: 3878.759521
	Iteration 124Q: 3 clusters Score -1.951909e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152052 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -19519116.000000 Penalty: 3878.759521
	Iteration 125Q: 3 clusters Score -1.951912e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152063 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -19519134.000000 Penalty: 3878.759521
	Iteration 126Q: 3 clusters Score -1.951913e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152070 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -19519148.000000 Penalty: 3878.759521
	Iteration 127Q: 3 clusters Score -1.951915e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152079 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -19519150.000000 Penalty: 3878.759521
	Iteration 128Q: 3 clusters Score -1.951915e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152086 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -19519162.000000 Penalty: 3878.759521
	Iteration 129Q: 3 clusters Score -1.951916e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152093 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -19519166.000000 Penalty: 3878.759521
	Iteration 130Q: 3 clusters Score -1.951917e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152095 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -19519172.000000 Penalty: 3878.759521
	Iteration 131Q: 3 clusters Score -1.951917e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152096 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -19519180.000000 Penalty: 3878.759521
	Iteration 132Q: 3 clusters Score -1.951918e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152098 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -19519180.000000 Penalty: 3878.759521
	Iteration 133Q: 3 clusters Score -1.951918e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152101 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -19519180.000000 Penalty: 3878.759521
	Iteration 134Q: 3 clusters Score -1.951918e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152103 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -19519172.000000 Penalty: 3878.759521
	Iteration 135Q: 3 clusters Score -1.951917e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152101 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -19519186.000000 Penalty: 3878.759521
	Iteration 136Q: 3 clusters Score -1.951919e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152102 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -19519176.000000 Penalty: 3878.759521
	Iteration 137Q: 3 clusters Score -1.951918e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152102 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -19519176.000000 Penalty: 3878.759521
	Iteration 138F: 3 clusters Score -1.951918e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (8831 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8831 members 
Entering Unmasked Estep 
Score: -1074064.000000 Penalty: 1476.478760
	Iteration 0F: 2 clusters Score -1074064 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -1067631.625000 Penalty: 2952.957520
	Iteration 0F: 3 clusters Score -1067632 nChanged 3818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -1069806.875000 Penalty: 2952.957520
	Iteration 1F: 3 clusters Score -1069807 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -1070172.500000 Penalty: 2952.957520
	Iteration 2F: 3 clusters Score -1070172 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -1070480.500000 Penalty: 2952.957520
	Iteration 3F: 3 clusters Score -1070480 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -1070805.500000 Penalty: 2952.957520
	Iteration 4F: 3 clusters Score -1070806 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -1071104.000000 Penalty: 2952.957520
	Iteration 5F: 3 clusters Score -1071104 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -1071387.875000 Penalty: 2952.957520
	Iteration 6F: 3 clusters Score -1071388 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -1071641.125000 Penalty: 2952.957520
	Iteration 7Q: 3 clusters Score -1071641 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -1071871.875000 Penalty: 2952.957520
	Iteration 8Q: 3 clusters Score -1071872 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -1072092.125000 Penalty: 2952.957520
	Iteration 9Q: 3 clusters Score -1072092 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5522 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -1072273.500000 Penalty: 2952.957520
	Iteration 10Q: 3 clusters Score -1072274 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5686 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -1072427.875000 Penalty: 2952.957520
	Iteration 11Q: 3 clusters Score -1072428 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5838 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -1072555.000000 Penalty: 2952.957520
	Iteration 12Q: 3 clusters Score -1072555 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5990 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -1072673.875000 Penalty: 2952.957520
	Iteration 13Q: 3 clusters Score -1072674 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6131 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -1072786.250000 Penalty: 2952.957520
	Iteration 14Q: 3 clusters Score -1072786 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6251 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -1072868.125000 Penalty: 2952.957520
	Iteration 15Q: 3 clusters Score -1072868 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6357 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -1072933.125000 Penalty: 2952.957520
	Iteration 16Q: 3 clusters Score -1072933 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6449 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -1072984.375000 Penalty: 2952.957520
	Iteration 17Q: 3 clusters Score -1072984 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6522 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -1073017.875000 Penalty: 2952.957520
	Iteration 18Q: 3 clusters Score -1073018 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6589 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -1073045.250000 Penalty: 2952.957520
	Iteration 19Q: 3 clusters Score -1073045 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6639 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -1073066.250000 Penalty: 2952.957520
	Iteration 20F: 3 clusters Score -1073066 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6688 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -1073082.875000 Penalty: 2952.957520
	Iteration 21Q: 3 clusters Score -1073083 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6735 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -1073100.750000 Penalty: 2952.957520
	Iteration 22Q: 3 clusters Score -1073101 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6781 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -1073112.125000 Penalty: 2952.957520
	Iteration 23Q: 3 clusters Score -1073112 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6808 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -1073125.500000 Penalty: 2952.957520
	Iteration 24Q: 3 clusters Score -1073126 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6841 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -1073135.000000 Penalty: 2952.957520
	Iteration 25Q: 3 clusters Score -1073135 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6867 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -1073145.250000 Penalty: 2952.957520
	Iteration 26Q: 3 clusters Score -1073145 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6901 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -1073151.375000 Penalty: 2952.957520
	Iteration 27Q: 3 clusters Score -1073151 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6925 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -1073160.125000 Penalty: 2952.957520
	Iteration 28Q: 3 clusters Score -1073160 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6954 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -1073170.625000 Penalty: 2952.957520
	Iteration 29Q: 3 clusters Score -1073171 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6990 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -1073185.750000 Penalty: 2952.957520
	Iteration 30Q: 3 clusters Score -1073186 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7028 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -1073203.500000 Penalty: 2952.957520
	Iteration 31Q: 3 clusters Score -1073204 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7070 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -1073221.500000 Penalty: 2952.957520
	Iteration 32Q: 3 clusters Score -1073222 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7108 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -1073242.875000 Penalty: 2952.957520
	Iteration 33Q: 3 clusters Score -1073243 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7147 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -1073265.750000 Penalty: 2952.957520
	Iteration 34Q: 3 clusters Score -1073266 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7205 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -1073295.000000 Penalty: 2952.957520
	Iteration 35Q: 3 clusters Score -1073295 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7261 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -1073327.875000 Penalty: 2952.957520
	Iteration 36Q: 3 clusters Score -1073328 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7311 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -1073364.750000 Penalty: 2952.957520
	Iteration 37Q: 3 clusters Score -1073365 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7381 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -1073440.000000 Penalty: 2952.957520
	Iteration 38Q: 3 clusters Score -1073440 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7452 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -1073521.875000 Penalty: 2952.957520
	Iteration 39Q: 3 clusters Score -1073522 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7519 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -1073597.250000 Penalty: 2952.957520
	Iteration 40F: 3 clusters Score -1073597 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7568 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -1073658.625000 Penalty: 2952.957520
	Iteration 41Q: 3 clusters Score -1073659 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7607 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -1073699.375000 Penalty: 2952.957520
	Iteration 42Q: 3 clusters Score -1073699 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7650 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -1073728.375000 Penalty: 2952.957520
	Iteration 43Q: 3 clusters Score -1073728 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7673 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -1073744.125000 Penalty: 2952.957520
	Iteration 44Q: 3 clusters Score -1073744 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7686 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -1073747.125000 Penalty: 2952.957520
	Iteration 45Q: 3 clusters Score -1073747 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7692 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -1073749.750000 Penalty: 2952.957520
	Iteration 46Q: 3 clusters Score -1073750 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7696 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -1073751.750000 Penalty: 2952.957520
	Iteration 47Q: 3 clusters Score -1073752 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7699 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -1073753.250000 Penalty: 2952.957520
	Iteration 48Q: 3 clusters Score -1073753 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7705 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -1073755.750000 Penalty: 2952.957520
	Iteration 49Q: 3 clusters Score -1073756 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7710 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -1073756.625000 Penalty: 2952.957520
	Iteration 50Q: 3 clusters Score -1073757 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7716 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -1073763.625000 Penalty: 2952.957520
	Iteration 51Q: 3 clusters Score -1073764 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7721 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -1073763.750000 Penalty: 2952.957520
	Iteration 52Q: 3 clusters Score -1073764 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7723 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -1073764.000000 Penalty: 2952.957520
	Iteration 53Q: 3 clusters Score -1073764 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7723 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -1073763.375000 Penalty: 2952.957520
	Iteration 54Q: 3 clusters Score -1073763 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7723 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -1073763.375000 Penalty: 2952.957520
	Iteration 55F: 3 clusters Score -1073763 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (2181 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Entering Unmasked Estep 
Score: -252531.875000 Penalty: 1249.224976
	Iteration 0F: 2 clusters Score -252531.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -250382.546875 Penalty: 2498.449951
	Iteration 0F: 3 clusters Score -250382.5 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -251089.187500 Penalty: 2498.449951
	Iteration 1F: 3 clusters Score -251089.2 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -251415.734375 Penalty: 2498.449951
	Iteration 2F: 3 clusters Score -251415.7 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -251679.859375 Penalty: 2498.449951
	Iteration 3F: 3 clusters Score -251679.9 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -251915.000000 Penalty: 2498.449951
	Iteration 4F: 3 clusters Score -251915 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -252092.390625 Penalty: 2498.449951
	Iteration 5F: 3 clusters Score -252092.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -252233.203125 Penalty: 2498.449951
	Iteration 6Q: 3 clusters Score -252233.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -252346.281250 Penalty: 2498.449951
	Iteration 7Q: 3 clusters Score -252346.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -252404.828125 Penalty: 2498.449951
	Iteration 8Q: 3 clusters Score -252404.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -252439.218750 Penalty: 2498.449951
	Iteration 9Q: 3 clusters Score -252439.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -252463.921875 Penalty: 2498.449951
	Iteration 10Q: 3 clusters Score -252463.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -252484.453125 Penalty: 2498.449951
	Iteration 11Q: 3 clusters Score -252484.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -252496.828125 Penalty: 2498.449951
	Iteration 12Q: 3 clusters Score -252496.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -252507.078125 Penalty: 2498.449951
	Iteration 13Q: 3 clusters Score -252507.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -252509.937500 Penalty: 2498.449951
	Iteration 14Q: 3 clusters Score -252509.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -252510.250000 Penalty: 2498.449951
	Iteration 15Q: 3 clusters Score -252510.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -252510.921875 Penalty: 2498.449951
	Iteration 16Q: 3 clusters Score -252510.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -252512.750000 Penalty: 2498.449951
	Iteration 17Q: 3 clusters Score -252512.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -252516.625000 Penalty: 2498.449951
	Iteration 18Q: 3 clusters Score -252516.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -252520.812500 Penalty: 2498.449951
	Iteration 19Q: 3 clusters Score -252520.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -252523.000000 Penalty: 2498.449951
	Iteration 20F: 3 clusters Score -252523 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -252524.843750 Penalty: 2498.449951
	Iteration 21Q: 3 clusters Score -252524.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -252525.390625 Penalty: 2498.449951
	Iteration 22Q: 3 clusters Score -252525.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -252525.390625 Penalty: 2498.449951
	Iteration 23F: 3 clusters Score -252525.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (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: -56968.269531 Penalty: 993.473389
	Iteration 0F: 2 clusters Score -56968.27 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 222 members 
Entering Unmasked Estep 
Score: -55941.660156 Penalty: 1986.946777
	Iteration 0F: 3 clusters Score -55941.66 nChanged 93
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: -56064.675781 Penalty: 1986.946777
	Iteration 1F: 3 clusters Score -56064.68 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -56094.402344 Penalty: 1986.946777
	Iteration 2Q: 3 clusters Score -56094.4 nChanged 12
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: -56111.718750 Penalty: 1986.946777
	Iteration 3Q: 3 clusters Score -56111.72 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: -56115.488281 Penalty: 1986.946777
	Iteration 4Q: 3 clusters Score -56115.49 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -56118.156250 Penalty: 1986.946777
	Iteration 5Q: 3 clusters Score -56118.16 nChanged 1
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: -56121.156250 Penalty: 1986.946777
	Iteration 6Q: 3 clusters Score -56121.16 nChanged 0
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: -56121.156250 Penalty: 1986.946777
	Iteration 7F: 3 clusters Score -56121.16 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (17985 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17985 members 
Entering Unmasked Estep 
Score: -2246844.250000 Penalty: 1592.060181
	Iteration 0F: 2 clusters Score -2246844 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9018 members 
Mstep: Class 2 contains 8967 members 
Entering Unmasked Estep 
Score: -2234525.000000 Penalty: 3184.120361
	Iteration 0F: 3 clusters Score -2234525 nChanged 8096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8914 members 
Mstep: Class 2 contains 9071 members 
Entering Unmasked Estep 
Score: -2238960.750000 Penalty: 3184.120361
	Iteration 1F: 3 clusters Score -2238961 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8689 members 
Mstep: Class 2 contains 9296 members 
Entering Unmasked Estep 
Score: -2239515.000000 Penalty: 3184.120361
	Iteration 2F: 3 clusters Score -2239515 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8313 members 
Mstep: Class 2 contains 9672 members 
Entering Unmasked Estep 
Score: -2240151.250000 Penalty: 3184.120361
	Iteration 3F: 3 clusters Score -2240151 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7785 members 
Mstep: Class 2 contains 10200 members 
Entering Unmasked Estep 
Score: -2240861.000000 Penalty: 3184.120361
	Iteration 4F: 3 clusters Score -2240861 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7172 members 
Mstep: Class 2 contains 10813 members 
Entering Unmasked Estep 
Score: -2241609.250000 Penalty: 3184.120361
	Iteration 5F: 3 clusters Score -2241609 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6567 members 
Mstep: Class 2 contains 11418 members 
Entering Unmasked Estep 
Score: -2242235.250000 Penalty: 3184.120361
	Iteration 6F: 3 clusters Score -2242235 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6057 members 
Mstep: Class 2 contains 11928 members 
Entering Unmasked Estep 
Score: -2242669.250000 Penalty: 3184.120361
	Iteration 7Q: 3 clusters Score -2242669 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5601 members 
Mstep: Class 2 contains 12384 members 
Entering Unmasked Estep 
Score: -2243011.500000 Penalty: 3184.120361
	Iteration 8Q: 3 clusters Score -2243012 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 12803 members 
Entering Unmasked Estep 
Score: -2243294.000000 Penalty: 3184.120361
	Iteration 9Q: 3 clusters Score -2243294 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 13185 members 
Entering Unmasked Estep 
Score: -2243508.250000 Penalty: 3184.120361
	Iteration 10Q: 3 clusters Score -2243508 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 13548 members 
Entering Unmasked Estep 
Score: -2243715.750000 Penalty: 3184.120361
	Iteration 11Q: 3 clusters Score -2243716 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 13883 members 
Entering Unmasked Estep 
Score: -2243904.500000 Penalty: 3184.120361
	Iteration 12Q: 3 clusters Score -2243904 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 14186 members 
Entering Unmasked Estep 
Score: -2244099.750000 Penalty: 3184.120361
	Iteration 13Q: 3 clusters Score -2244100 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 14473 members 
Entering Unmasked Estep 
Score: -2244309.750000 Penalty: 3184.120361
	Iteration 14Q: 3 clusters Score -2244310 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 14733 members 
Entering Unmasked Estep 
Score: -2244489.500000 Penalty: 3184.120361
	Iteration 15Q: 3 clusters Score -2244490 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 14946 members 
Entering Unmasked Estep 
Score: -2244660.250000 Penalty: 3184.120361
	Iteration 16Q: 3 clusters Score -2244660 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 15130 members 
Entering Unmasked Estep 
Score: -2244789.250000 Penalty: 3184.120361
	Iteration 17Q: 3 clusters Score -2244789 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 15285 members 
Entering Unmasked Estep 
Score: -2244896.250000 Penalty: 3184.120361
	Iteration 18Q: 3 clusters Score -2244896 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 15433 members 
Entering Unmasked Estep 
Score: -2245006.500000 Penalty: 3184.120361
	Iteration 19Q: 3 clusters Score -2245006 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 15551 members 
Entering Unmasked Estep 
Score: -2245063.000000 Penalty: 3184.120361
	Iteration 20F: 3 clusters Score -2245063 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 15664 members 
Entering Unmasked Estep 
Score: -2245127.500000 Penalty: 3184.120361
	Iteration 21Q: 3 clusters Score -2245128 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 15753 members 
Entering Unmasked Estep 
Score: -2245178.500000 Penalty: 3184.120361
	Iteration 22Q: 3 clusters Score -2245178 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 15835 members 
Entering Unmasked Estep 
Score: -2245212.750000 Penalty: 3184.120361
	Iteration 23Q: 3 clusters Score -2245213 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 15915 members 
Entering Unmasked Estep 
Score: -2245242.750000 Penalty: 3184.120361
	Iteration 24Q: 3 clusters Score -2245243 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 16000 members 
Entering Unmasked Estep 
Score: -2245281.000000 Penalty: 3184.120361
	Iteration 25Q: 3 clusters Score -2245281 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 16065 members 
Entering Unmasked Estep 
Score: -2245300.250000 Penalty: 3184.120361
	Iteration 26Q: 3 clusters Score -2245300 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 16133 members 
Entering Unmasked Estep 
Score: -2245333.500000 Penalty: 3184.120361
	Iteration 27Q: 3 clusters Score -2245334 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 16198 members 
Entering Unmasked Estep 
Score: -2245353.500000 Penalty: 3184.120361
	Iteration 28Q: 3 clusters Score -2245354 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 16260 members 
Entering Unmasked Estep 
Score: -2245376.750000 Penalty: 3184.120361
	Iteration 29Q: 3 clusters Score -2245377 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 16321 members 
Entering Unmasked Estep 
Score: -2245405.750000 Penalty: 3184.120361
	Iteration 30Q: 3 clusters Score -2245406 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 16379 members 
Entering Unmasked Estep 
Score: -2245428.750000 Penalty: 3184.120361
	Iteration 31Q: 3 clusters Score -2245429 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 16424 members 
Entering Unmasked Estep 
Score: -2245446.000000 Penalty: 3184.120361
	Iteration 32Q: 3 clusters Score -2245446 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 16467 members 
Entering Unmasked Estep 
Score: -2245473.500000 Penalty: 3184.120361
	Iteration 33Q: 3 clusters Score -2245474 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 16520 members 
Entering Unmasked Estep 
Score: -2245497.000000 Penalty: 3184.120361
	Iteration 34Q: 3 clusters Score -2245497 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 16568 members 
Entering Unmasked Estep 
Score: -2245517.500000 Penalty: 3184.120361
	Iteration 35Q: 3 clusters Score -2245518 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 16604 members 
Entering Unmasked Estep 
Score: -2245534.500000 Penalty: 3184.120361
	Iteration 36Q: 3 clusters Score -2245534 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 16645 members 
Entering Unmasked Estep 
Score: -2245555.500000 Penalty: 3184.120361
	Iteration 37Q: 3 clusters Score -2245556 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 16682 members 
Entering Unmasked Estep 
Score: -2245567.000000 Penalty: 3184.120361
	Iteration 38Q: 3 clusters Score -2245567 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 16708 members 
Entering Unmasked Estep 
Score: -2245574.500000 Penalty: 3184.120361
	Iteration 39Q: 3 clusters Score -2245574 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 16731 members 
Entering Unmasked Estep 
Score: -2245588.250000 Penalty: 3184.120361
	Iteration 40F: 3 clusters Score -2245588 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 16752 members 
Entering Unmasked Estep 
Score: -2245598.000000 Penalty: 3184.120361
	Iteration 41Q: 3 clusters Score -2245598 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 16779 members 
Entering Unmasked Estep 
Score: -2245610.250000 Penalty: 3184.120361
	Iteration 42Q: 3 clusters Score -2245610 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 16798 members 
Entering Unmasked Estep 
Score: -2245620.250000 Penalty: 3184.120361
	Iteration 43Q: 3 clusters Score -2245620 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 16819 members 
Entering Unmasked Estep 
Score: -2245625.250000 Penalty: 3184.120361
	Iteration 44Q: 3 clusters Score -2245625 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 16842 members 
Entering Unmasked Estep 
Score: -2245631.500000 Penalty: 3184.120361
	Iteration 45Q: 3 clusters Score -2245632 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 16869 members 
Entering Unmasked Estep 
Score: -2245644.250000 Penalty: 3184.120361
	Iteration 46Q: 3 clusters Score -2245644 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 16894 members 
Entering Unmasked Estep 
Score: -2245658.750000 Penalty: 3184.120361
	Iteration 47Q: 3 clusters Score -2245659 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 16916 members 
Entering Unmasked Estep 
Score: -2245670.500000 Penalty: 3184.120361
	Iteration 48Q: 3 clusters Score -2245670 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 16936 members 
Entering Unmasked Estep 
Score: -2245679.500000 Penalty: 3184.120361
	Iteration 49Q: 3 clusters Score -2245680 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 16955 members 
Entering Unmasked Estep 
Score: -2245684.500000 Penalty: 3184.120361
	Iteration 50Q: 3 clusters Score -2245684 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 16965 members 
Entering Unmasked Estep 
Score: -2245688.250000 Penalty: 3184.120361
	Iteration 51Q: 3 clusters Score -2245688 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 16979 members 
Entering Unmasked Estep 
Score: -2245689.500000 Penalty: 3184.120361
	Iteration 52Q: 3 clusters Score -2245690 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 16985 members 
Entering Unmasked Estep 
Score: -2245692.500000 Penalty: 3184.120361
	Iteration 53Q: 3 clusters Score -2245692 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 16996 members 
Entering Unmasked Estep 
Score: -2245698.000000 Penalty: 3184.120361
	Iteration 54Q: 3 clusters Score -2245698 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 17006 members 
Entering Unmasked Estep 
Score: -2245704.250000 Penalty: 3184.120361
	Iteration 55Q: 3 clusters Score -2245704 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 17015 members 
Entering Unmasked Estep 
Score: -2245708.750000 Penalty: 3184.120361
	Iteration 56Q: 3 clusters Score -2245709 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 17025 members 
Entering Unmasked Estep 
Score: -2245719.000000 Penalty: 3184.120361
	Iteration 57Q: 3 clusters Score -2245719 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 17041 members 
Entering Unmasked Estep 
Score: -2245725.000000 Penalty: 3184.120361
	Iteration 58Q: 3 clusters Score -2245725 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 17053 members 
Entering Unmasked Estep 
Score: -2245727.750000 Penalty: 3184.120361
	Iteration 59Q: 3 clusters Score -2245728 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 17064 members 
Entering Unmasked Estep 
Score: -2245728.250000 Penalty: 3184.120361
	Iteration 60F: 3 clusters Score -2245728 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 17071 members 
Entering Unmasked Estep 
Score: -2245735.750000 Penalty: 3184.120361
	Iteration 61Q: 3 clusters Score -2245736 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 17083 members 
Entering Unmasked Estep 
Score: -2245743.500000 Penalty: 3184.120361
	Iteration 62Q: 3 clusters Score -2245744 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 17097 members 
Entering Unmasked Estep 
Score: -2245744.750000 Penalty: 3184.120361
	Iteration 63Q: 3 clusters Score -2245745 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 17104 members 
Entering Unmasked Estep 
Score: -2245743.500000 Penalty: 3184.120361
	Iteration 64Q: 3 clusters Score -2245744 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 17109 members 
Entering Unmasked Estep 
Score: -2245750.500000 Penalty: 3184.120361
	Iteration 65Q: 3 clusters Score -2245750 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 17114 members 
Entering Unmasked Estep 
Score: -2245751.750000 Penalty: 3184.120361
	Iteration 66Q: 3 clusters Score -2245752 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 17119 members 
Entering Unmasked Estep 
Score: -2245752.000000 Penalty: 3184.120361
	Iteration 67Q: 3 clusters Score -2245752 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 17121 members 
Entering Unmasked Estep 
Score: -2245755.000000 Penalty: 3184.120361
	Iteration 68Q: 3 clusters Score -2245755 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 17127 members 
Entering Unmasked Estep 
Score: -2245757.500000 Penalty: 3184.120361
	Iteration 69Q: 3 clusters Score -2245758 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 17133 members 
Entering Unmasked Estep 
Score: -2245759.250000 Penalty: 3184.120361
	Iteration 70Q: 3 clusters Score -2245759 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 17138 members 
Entering Unmasked Estep 
Score: -2245757.750000 Penalty: 3184.120361
	Iteration 71Q: 3 clusters Score -2245758 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 17138 members 
Entering Unmasked Estep 
Score: -2245757.250000 Penalty: 3184.120361
	Iteration 72Q: 3 clusters Score -2245757 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 17138 members 
Entering Unmasked Estep 
Score: -2245758.250000 Penalty: 3184.120361
	Iteration 73Q: 3 clusters Score -2245758 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 17141 members 
Entering Unmasked Estep 
Score: -2245761.000000 Penalty: 3184.120361
	Iteration 74Q: 3 clusters Score -2245761 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 17142 members 
Entering Unmasked Estep 
Score: -2245761.500000 Penalty: 3184.120361
	Iteration 75Q: 3 clusters Score -2245762 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 17144 members 
Entering Unmasked Estep 
Score: -2245760.750000 Penalty: 3184.120361
	Iteration 76Q: 3 clusters Score -2245761 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 17145 members 
Entering Unmasked Estep 
Score: -2245761.250000 Penalty: 3184.120361
	Iteration 77Q: 3 clusters Score -2245761 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 17146 members 
Entering Unmasked Estep 
Score: -2245763.250000 Penalty: 3184.120361
	Iteration 78Q: 3 clusters Score -2245763 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 17145 members 
Entering Unmasked Estep 
Score: -2245762.000000 Penalty: 3184.120361
	Iteration 79Q: 3 clusters Score -2245762 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 17146 members 
Entering Unmasked Estep 
Score: -2245761.000000 Penalty: 3184.120361
	Iteration 80F: 3 clusters Score -2245761 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 17147 members 
Entering Unmasked Estep 
Score: -2245763.750000 Penalty: 3184.120361
	Iteration 81Q: 3 clusters Score -2245764 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 17148 members 
Entering Unmasked Estep 
Score: -2245762.500000 Penalty: 3184.120361
	Iteration 82Q: 3 clusters Score -2245762 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 17148 members 
Entering Unmasked Estep 
Score: -2245762.500000 Penalty: 3184.120361
	Iteration 83F: 3 clusters Score -2245762 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1392 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Entering Unmasked Estep 
Score: -143763.859375 Penalty: 1176.255737
	Iteration 0F: 2 clusters Score -143763.9 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 725 members 
Entering Unmasked Estep 
Score: -142123.640625 Penalty: 2352.511475
	Iteration 0F: 3 clusters Score -142123.6 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -142542.703125 Penalty: 2352.511475
	Iteration 1F: 3 clusters Score -142542.7 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -142755.140625 Penalty: 2352.511475
	Iteration 2F: 3 clusters Score -142755.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -142881.125000 Penalty: 2352.511475
	Iteration 3F: 3 clusters Score -142881.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -142939.265625 Penalty: 2352.511475
	Iteration 4Q: 3 clusters Score -142939.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -143000.531250 Penalty: 2352.511475
	Iteration 5Q: 3 clusters Score -143000.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -143034.453125 Penalty: 2352.511475
	Iteration 6Q: 3 clusters Score -143034.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -143054.109375 Penalty: 2352.511475
	Iteration 7Q: 3 clusters Score -143054.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -143070.984375 Penalty: 2352.511475
	Iteration 8Q: 3 clusters Score -143071 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -143082.109375 Penalty: 2352.511475
	Iteration 9Q: 3 clusters Score -143082.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -143086.953125 Penalty: 2352.511475
	Iteration 10Q: 3 clusters Score -143087 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -143089.218750 Penalty: 2352.511475
	Iteration 11Q: 3 clusters Score -143089.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -143092.953125 Penalty: 2352.511475
	Iteration 12Q: 3 clusters Score -143093 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -143095.734375 Penalty: 2352.511475
	Iteration 13Q: 3 clusters Score -143095.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -143099.015625 Penalty: 2352.511475
	Iteration 14Q: 3 clusters Score -143099 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -143104.312500 Penalty: 2352.511475
	Iteration 15Q: 3 clusters Score -143104.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -143107.203125 Penalty: 2352.511475
	Iteration 16Q: 3 clusters Score -143107.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -143110.687500 Penalty: 2352.511475
	Iteration 17Q: 3 clusters Score -143110.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -143114.562500 Penalty: 2352.511475
	Iteration 18Q: 3 clusters Score -143114.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -143119.375000 Penalty: 2352.511475
	Iteration 19Q: 3 clusters Score -143119.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -143123.468750 Penalty: 2352.511475
	Iteration 20F: 3 clusters Score -143123.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -143126.437500 Penalty: 2352.511475
	Iteration 21Q: 3 clusters Score -143126.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -143128.203125 Penalty: 2352.511475
	Iteration 22Q: 3 clusters Score -143128.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -143129.437500 Penalty: 2352.511475
	Iteration 23Q: 3 clusters Score -143129.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -143130.203125 Penalty: 2352.511475
	Iteration 24Q: 3 clusters Score -143130.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -143130.203125 Penalty: 2352.511475
	Iteration 25F: 3 clusters Score -143130.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (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: -233771.000000 Penalty: 1225.781982
	Iteration 0F: 2 clusters Score -233771 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 931 members 
Entering Unmasked Estep 
Score: -231730.687500 Penalty: 2451.563965
	Iteration 0F: 3 clusters Score -231730.7 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -232158.625000 Penalty: 2451.563965
	Iteration 1F: 3 clusters Score -232158.6 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -232318.296875 Penalty: 2451.563965
	Iteration 2F: 3 clusters Score -232318.3 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -232424.593750 Penalty: 2451.563965
	Iteration 3F: 3 clusters Score -232424.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -232510.562500 Penalty: 2451.563965
	Iteration 4Q: 3 clusters Score -232510.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -232589.437500 Penalty: 2451.563965
	Iteration 5Q: 3 clusters Score -232589.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -232649.765625 Penalty: 2451.563965
	Iteration 6Q: 3 clusters Score -232649.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -232715.656250 Penalty: 2451.563965
	Iteration 7Q: 3 clusters Score -232715.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -232789.343750 Penalty: 2451.563965
	Iteration 8Q: 3 clusters Score -232789.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -232875.500000 Penalty: 2451.563965
	Iteration 9Q: 3 clusters Score -232875.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -232936.953125 Penalty: 2451.563965
	Iteration 10Q: 3 clusters Score -232937 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -232969.656250 Penalty: 2451.563965
	Iteration 11Q: 3 clusters Score -232969.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -232997.343750 Penalty: 2451.563965
	Iteration 12Q: 3 clusters Score -232997.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -233021.375000 Penalty: 2451.563965
	Iteration 13Q: 3 clusters Score -233021.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -233038.875000 Penalty: 2451.563965
	Iteration 14Q: 3 clusters Score -233038.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -233053.578125 Penalty: 2451.563965
	Iteration 15Q: 3 clusters Score -233053.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -233058.781250 Penalty: 2451.563965
	Iteration 16Q: 3 clusters Score -233058.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -233061.750000 Penalty: 2451.563965
	Iteration 17Q: 3 clusters Score -233061.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -233066.968750 Penalty: 2451.563965
	Iteration 18Q: 3 clusters Score -233067 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -233075.234375 Penalty: 2451.563965
	Iteration 19Q: 3 clusters Score -233075.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -233087.796875 Penalty: 2451.563965
	Iteration 20F: 3 clusters Score -233087.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -233093.125000 Penalty: 2451.563965
	Iteration 21Q: 3 clusters Score -233093.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -233098.765625 Penalty: 2451.563965
	Iteration 22Q: 3 clusters Score -233098.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -233101.703125 Penalty: 2451.563965
	Iteration 23Q: 3 clusters Score -233101.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -233105.000000 Penalty: 2451.563965
	Iteration 24Q: 3 clusters Score -233105 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -233108.625000 Penalty: 2451.563965
	Iteration 25Q: 3 clusters Score -233108.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -233111.015625 Penalty: 2451.563965
	Iteration 26Q: 3 clusters Score -233111 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -233113.343750 Penalty: 2451.563965
	Iteration 27Q: 3 clusters Score -233113.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -233116.281250 Penalty: 2451.563965
	Iteration 28Q: 3 clusters Score -233116.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -233117.031250 Penalty: 2451.563965
	Iteration 29Q: 3 clusters Score -233117 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -233118.046875 Penalty: 2451.563965
	Iteration 30Q: 3 clusters Score -233118 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -233117.921875 Penalty: 2451.563965
	Iteration 31Q: 3 clusters Score -233117.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -233117.921875 Penalty: 2451.563965
	Iteration 32F: 3 clusters Score -233117.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (8227 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8227 members 
Entering Unmasked Estep 
Score: -1038381.062500 Penalty: 1464.966187
	Iteration 0F: 2 clusters Score -1038381 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -1032425.875000 Penalty: 2929.932373
	Iteration 0F: 3 clusters Score -1032426 nChanged 3451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -1034286.812500 Penalty: 2929.932373
	Iteration 1F: 3 clusters Score -1034287 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -1034576.687500 Penalty: 2929.932373
	Iteration 2F: 3 clusters Score -1034577 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -1034816.250000 Penalty: 2929.932373
	Iteration 3F: 3 clusters Score -1034816 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -1035015.625000 Penalty: 2929.932373
	Iteration 4Q: 3 clusters Score -1035016 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -1035176.062500 Penalty: 2929.932373
	Iteration 5Q: 3 clusters Score -1035176 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -1035327.812500 Penalty: 2929.932373
	Iteration 6Q: 3 clusters Score -1035328 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 5135 members 
Entering Unmasked Estep 
Score: -1035468.312500 Penalty: 2929.932373
	Iteration 7Q: 3 clusters Score -1035468 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 5308 members 
Entering Unmasked Estep 
Score: -1035614.625000 Penalty: 2929.932373
	Iteration 8Q: 3 clusters Score -1035615 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 5521 members 
Entering Unmasked Estep 
Score: -1035779.750000 Penalty: 2929.932373
	Iteration 9Q: 3 clusters Score -1035780 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 5738 members 
Entering Unmasked Estep 
Score: -1035958.812500 Penalty: 2929.932373
	Iteration 10Q: 3 clusters Score -1035959 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 5934 members 
Entering Unmasked Estep 
Score: -1036130.437500 Penalty: 2929.932373
	Iteration 11Q: 3 clusters Score -1036130 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 6130 members 
Entering Unmasked Estep 
Score: -1036284.812500 Penalty: 2929.932373
	Iteration 12Q: 3 clusters Score -1036285 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 6331 members 
Entering Unmasked Estep 
Score: -1036438.062500 Penalty: 2929.932373
	Iteration 13Q: 3 clusters Score -1036438 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 6495 members 
Entering Unmasked Estep 
Score: -1036565.250000 Penalty: 2929.932373
	Iteration 14Q: 3 clusters Score -1036565 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 6654 members 
Entering Unmasked Estep 
Score: -1036661.125000 Penalty: 2929.932373
	Iteration 15Q: 3 clusters Score -1036661 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 6781 members 
Entering Unmasked Estep 
Score: -1036735.937500 Penalty: 2929.932373
	Iteration 16Q: 3 clusters Score -1036736 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 6916 members 
Entering Unmasked Estep 
Score: -1036818.000000 Penalty: 2929.932373
	Iteration 17Q: 3 clusters Score -1036818 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 7027 members 
Entering Unmasked Estep 
Score: -1036878.812500 Penalty: 2929.932373
	Iteration 18Q: 3 clusters Score -1036879 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 7132 members 
Entering Unmasked Estep 
Score: -1036934.937500 Penalty: 2929.932373
	Iteration 19Q: 3 clusters Score -1036935 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 7210 members 
Entering Unmasked Estep 
Score: -1036980.500000 Penalty: 2929.932373
	Iteration 20F: 3 clusters Score -1036980 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 7279 members 
Entering Unmasked Estep 
Score: -1037020.312500 Penalty: 2929.932373
	Iteration 21Q: 3 clusters Score -1037020 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 7342 members 
Entering Unmasked Estep 
Score: -1037054.437500 Penalty: 2929.932373
	Iteration 22Q: 3 clusters Score -1037054 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 7392 members 
Entering Unmasked Estep 
Score: -1037085.562500 Penalty: 2929.932373
	Iteration 23Q: 3 clusters Score -1037086 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 7429 members 
Entering Unmasked Estep 
Score: -1037112.875000 Penalty: 2929.932373
	Iteration 24Q: 3 clusters Score -1037113 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 7469 members 
Entering Unmasked Estep 
Score: -1037132.687500 Penalty: 2929.932373
	Iteration 25Q: 3 clusters Score -1037133 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 7489 members 
Entering Unmasked Estep 
Score: -1037142.062500 Penalty: 2929.932373
	Iteration 26Q: 3 clusters Score -1037142 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 7509 members 
Entering Unmasked Estep 
Score: -1037147.562500 Penalty: 2929.932373
	Iteration 27Q: 3 clusters Score -1037148 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 7530 members 
Entering Unmasked Estep 
Score: -1037157.375000 Penalty: 2929.932373
	Iteration 28Q: 3 clusters Score -1037157 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 7543 members 
Entering Unmasked Estep 
Score: -1037166.750000 Penalty: 2929.932373
	Iteration 29Q: 3 clusters Score -1037167 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 7556 members 
Entering Unmasked Estep 
Score: -1037169.250000 Penalty: 2929.932373
	Iteration 30Q: 3 clusters Score -1037169 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 7567 members 
Entering Unmasked Estep 
Score: -1037173.375000 Penalty: 2929.932373
	Iteration 31Q: 3 clusters Score -1037173 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 7576 members 
Entering Unmasked Estep 
Score: -1037177.437500 Penalty: 2929.932373
	Iteration 32Q: 3 clusters Score -1037177 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 7585 members 
Entering Unmasked Estep 
Score: -1037180.687500 Penalty: 2929.932373
	Iteration 33Q: 3 clusters Score -1037181 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 7591 members 
Entering Unmasked Estep 
Score: -1037183.500000 Penalty: 2929.932373
	Iteration 34Q: 3 clusters Score -1037184 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 7598 members 
Entering Unmasked Estep 
Score: -1037189.125000 Penalty: 2929.932373
	Iteration 35Q: 3 clusters Score -1037189 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 7612 members 
Entering Unmasked Estep 
Score: -1037194.875000 Penalty: 2929.932373
	Iteration 36Q: 3 clusters Score -1037195 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 7618 members 
Entering Unmasked Estep 
Score: -1037195.875000 Penalty: 2929.932373
	Iteration 37Q: 3 clusters Score -1037196 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 7622 members 
Entering Unmasked Estep 
Score: -1037198.312500 Penalty: 2929.932373
	Iteration 38Q: 3 clusters Score -1037198 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 7624 members 
Entering Unmasked Estep 
Score: -1037199.375000 Penalty: 2929.932373
	Iteration 39Q: 3 clusters Score -1037199 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 7625 members 
Entering Unmasked Estep 
Score: -1037199.687500 Penalty: 2929.932373
	Iteration 40F: 3 clusters Score -1037200 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (38964 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38964 members 
Entering Unmasked Estep 
Score: -4934854.500000 Penalty: 1717.688965
	Iteration 0F: 2 clusters Score -4934854 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19633 members 
Mstep: Class 2 contains 19331 members 
Entering Unmasked Estep 
Score: -4908692.000000 Penalty: 3435.377930
	Iteration 0F: 3 clusters Score -4908692 nChanged 18201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20380 members 
Mstep: Class 2 contains 18584 members 
Entering Unmasked Estep 
Score: -4918991.500000 Penalty: 3435.377930
	Iteration 1F: 3 clusters Score -4918992 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20972 members 
Mstep: Class 2 contains 17992 members 
Entering Unmasked Estep 
Score: -4919470.500000 Penalty: 3435.377930
	Iteration 2Q: 3 clusters Score -4919470 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21767 members 
Mstep: Class 2 contains 17197 members 
Entering Unmasked Estep 
Score: -4920008.000000 Penalty: 3435.377930
	Iteration 3Q: 3 clusters Score -4920008 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22875 members 
Mstep: Class 2 contains 16089 members 
Entering Unmasked Estep 
Score: -4920638.000000 Penalty: 3435.377930
	Iteration 4Q: 3 clusters Score -4920638 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24459 members 
Mstep: Class 2 contains 14505 members 
Entering Unmasked Estep 
Score: -4921642.500000 Penalty: 3435.377930
	Iteration 5Q: 3 clusters Score -4921642 nChanged 2221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26496 members 
Mstep: Class 2 contains 12468 members 
Entering Unmasked Estep 
Score: -4923086.000000 Penalty: 3435.377930
	Iteration 6F: 3 clusters Score -4923086 nChanged 2616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29018 members 
Mstep: Class 2 contains 9946 members 
Entering Unmasked Estep 
Score: -4925043.500000 Penalty: 3435.377930
	Iteration 7F: 3 clusters Score -4925044 nChanged 2661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31647 members 
Mstep: Class 2 contains 7317 members 
Entering Unmasked Estep 
Score: -4927200.500000 Penalty: 3435.377930
	Iteration 8F: 3 clusters Score -4927200 nChanged 2454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34087 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -4929322.000000 Penalty: 3435.377930
	Iteration 9F: 3 clusters Score -4929322 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36013 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -4930994.500000 Penalty: 3435.377930
	Iteration 10Q: 3 clusters Score -4930994 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37250 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -4932106.500000 Penalty: 3435.377930
	Iteration 11Q: 3 clusters Score -4932106 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37963 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -4932794.000000 Penalty: 3435.377930
	Iteration 12Q: 3 clusters Score -4932794 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38297 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -4933112.500000 Penalty: 3435.377930
	Iteration 13Q: 3 clusters Score -4933112 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38468 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -4933295.000000 Penalty: 3435.377930
	Iteration 14Q: 3 clusters Score -4933295 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38535 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -4933357.000000 Penalty: 3435.377930
	Iteration 15Q: 3 clusters Score -4933357 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38559 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -4933399.000000 Penalty: 3435.377930
	Iteration 16Q: 3 clusters Score -4933399 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38582 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -4933426.500000 Penalty: 3435.377930
	Iteration 17Q: 3 clusters Score -4933426 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38598 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -4933448.500000 Penalty: 3435.377930
	Iteration 18Q: 3 clusters Score -4933448 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38614 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -4933463.500000 Penalty: 3435.377930
	Iteration 19Q: 3 clusters Score -4933464 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38626 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -4933476.500000 Penalty: 3435.377930
	Iteration 20F: 3 clusters Score -4933476 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38636 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -4933479.500000 Penalty: 3435.377930
	Iteration 21Q: 3 clusters Score -4933480 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38641 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -4933479.500000 Penalty: 3435.377930
	Iteration 22Q: 3 clusters Score -4933480 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38640 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -4933482.000000 Penalty: 3435.377930
	Iteration 23Q: 3 clusters Score -4933482 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38641 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -4933481.500000 Penalty: 3435.377930
	Iteration 24Q: 3 clusters Score -4933482 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38641 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -4933481.500000 Penalty: 3435.377930
	Iteration 25F: 3 clusters Score -4933482 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (56391 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56391 members 
Entering Unmasked Estep 
Score: -7129636.500000 Penalty: 1777.760498
	Iteration 0F: 2 clusters Score -7129636 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28204 members 
Mstep: Class 2 contains 28187 members 
Entering Unmasked Estep 
Score: -7091885.000000 Penalty: 3555.520996
	Iteration 0F: 3 clusters Score -7091885 nChanged 26597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27035 members 
Mstep: Class 2 contains 29356 members 
Entering Unmasked Estep 
Score: -7107255.500000 Penalty: 3555.520996
	Iteration 1F: 3 clusters Score -7107256 nChanged 2394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26279 members 
Mstep: Class 2 contains 30112 members 
Entering Unmasked Estep 
Score: -7108033.000000 Penalty: 3555.520996
	Iteration 2Q: 3 clusters Score -7108033 nChanged 2572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25115 members 
Mstep: Class 2 contains 31276 members 
Entering Unmasked Estep 
Score: -7108915.500000 Penalty: 3555.520996
	Iteration 3Q: 3 clusters Score -7108916 nChanged 2865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23498 members 
Mstep: Class 2 contains 32893 members 
Entering Unmasked Estep 
Score: -7110187.500000 Penalty: 3555.520996
	Iteration 4F: 3 clusters Score -7110188 nChanged 3149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21439 members 
Mstep: Class 2 contains 34952 members 
Entering Unmasked Estep 
Score: -7111719.000000 Penalty: 3555.520996
	Iteration 5F: 3 clusters Score -7111719 nChanged 3438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18875 members 
Mstep: Class 2 contains 37516 members 
Entering Unmasked Estep 
Score: -7113721.000000 Penalty: 3555.520996
	Iteration 6F: 3 clusters Score -7113721 nChanged 3534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16003 members 
Mstep: Class 2 contains 40388 members 
Entering Unmasked Estep 
Score: -7115989.500000 Penalty: 3555.520996
	Iteration 7F: 3 clusters Score -7115990 nChanged 3280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13103 members 
Mstep: Class 2 contains 43288 members 
Entering Unmasked Estep 
Score: -7118455.000000 Penalty: 3555.520996
	Iteration 8F: 3 clusters Score -7118455 nChanged 2836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10513 members 
Mstep: Class 2 contains 45878 members 
Entering Unmasked Estep 
Score: -7120839.500000 Penalty: 3555.520996
	Iteration 9F: 3 clusters Score -7120840 nChanged 2245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8444 members 
Mstep: Class 2 contains 47947 members 
Entering Unmasked Estep 
Score: -7123491.500000 Penalty: 3555.520996
	Iteration 10Q: 3 clusters Score -7123492 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7150 members 
Mstep: Class 2 contains 49241 members 
Entering Unmasked Estep 
Score: -7125957.000000 Penalty: 3555.520996
	Iteration 11Q: 3 clusters Score -7125957 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6674 members 
Mstep: Class 2 contains 49717 members 
Entering Unmasked Estep 
Score: -7127238.000000 Penalty: 3555.520996
	Iteration 12Q: 3 clusters Score -7127238 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6431 members 
Mstep: Class 2 contains 49960 members 
Entering Unmasked Estep 
Score: -7127750.500000 Penalty: 3555.520996
	Iteration 13Q: 3 clusters Score -7127750 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6232 members 
Mstep: Class 2 contains 50159 members 
Entering Unmasked Estep 
Score: -7127968.000000 Penalty: 3555.520996
	Iteration 14Q: 3 clusters Score -7127968 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6044 members 
Mstep: Class 2 contains 50347 members 
Entering Unmasked Estep 
Score: -7128119.000000 Penalty: 3555.520996
	Iteration 15Q: 3 clusters Score -7128119 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5836 members 
Mstep: Class 2 contains 50555 members 
Entering Unmasked Estep 
Score: -7128240.000000 Penalty: 3555.520996
	Iteration 16Q: 3 clusters Score -7128240 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5649 members 
Mstep: Class 2 contains 50742 members 
Entering Unmasked Estep 
Score: -7128303.500000 Penalty: 3555.520996
	Iteration 17Q: 3 clusters Score -7128304 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5484 members 
Mstep: Class 2 contains 50907 members 
Entering Unmasked Estep 
Score: -7128329.500000 Penalty: 3555.520996
	Iteration 18Q: 3 clusters Score -7128330 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 51052 members 
Entering Unmasked Estep 
Score: -7128405.000000 Penalty: 3555.520996
	Iteration 19Q: 3 clusters Score -7128405 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 51208 members 
Entering Unmasked Estep 
Score: -7128436.500000 Penalty: 3555.520996
	Iteration 20F: 3 clusters Score -7128436 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Mstep: Class 2 contains 51341 members 
Entering Unmasked Estep 
Score: -7128499.500000 Penalty: 3555.520996
	Iteration 21Q: 3 clusters Score -7128500 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 51466 members 
Entering Unmasked Estep 
Score: -7128522.500000 Penalty: 3555.520996
	Iteration 22Q: 3 clusters Score -7128522 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 51583 members 
Entering Unmasked Estep 
Score: -7128568.000000 Penalty: 3555.520996
	Iteration 23Q: 3 clusters Score -7128568 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 51700 members 
Entering Unmasked Estep 
Score: -7128581.000000 Penalty: 3555.520996
	Iteration 24Q: 3 clusters Score -7128581 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 51802 members 
Entering Unmasked Estep 
Score: -7128597.500000 Penalty: 3555.520996
	Iteration 25Q: 3 clusters Score -7128598 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 51883 members 
Entering Unmasked Estep 
Score: -7128624.000000 Penalty: 3555.520996
	Iteration 26Q: 3 clusters Score -7128624 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 51967 members 
Entering Unmasked Estep 
Score: -7128644.500000 Penalty: 3555.520996
	Iteration 27Q: 3 clusters Score -7128644 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 52038 members 
Entering Unmasked Estep 
Score: -7128666.000000 Penalty: 3555.520996
	Iteration 28Q: 3 clusters Score -7128666 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 52102 members 
Entering Unmasked Estep 
Score: -7128667.500000 Penalty: 3555.520996
	Iteration 29Q: 3 clusters Score -7128668 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 52173 members 
Entering Unmasked Estep 
Score: -7128674.500000 Penalty: 3555.520996
	Iteration 30Q: 3 clusters Score -7128674 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 52227 members 
Entering Unmasked Estep 
Score: -7128679.000000 Penalty: 3555.520996
	Iteration 31Q: 3 clusters Score -7128679 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 52266 members 
Entering Unmasked Estep 
Score: -7128684.500000 Penalty: 3555.520996
	Iteration 32Q: 3 clusters Score -7128684 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 52310 members 
Entering Unmasked Estep 
Score: -7128686.000000 Penalty: 3555.520996
	Iteration 33Q: 3 clusters Score -7128686 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 52342 members 
Entering Unmasked Estep 
Score: -7128687.500000 Penalty: 3555.520996
	Iteration 34Q: 3 clusters Score -7128688 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 52367 members 
Entering Unmasked Estep 
Score: -7128690.000000 Penalty: 3555.520996
	Iteration 35Q: 3 clusters Score -7128690 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 52399 members 
Entering Unmasked Estep 
Score: -7128695.500000 Penalty: 3555.520996
	Iteration 36Q: 3 clusters Score -7128696 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 52431 members 
Entering Unmasked Estep 
Score: -7128705.500000 Penalty: 3555.520996
	Iteration 37Q: 3 clusters Score -7128706 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 52464 members 
Entering Unmasked Estep 
Score: -7128691.500000 Penalty: 3555.520996
	Iteration 38Q: 3 clusters Score -7128692 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 52490 members 
Entering Unmasked Estep 
Score: -7128698.000000 Penalty: 3555.520996
	Iteration 39Q: 3 clusters Score -7128698 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 52515 members 
Entering Unmasked Estep 
Score: -7128694.500000 Penalty: 3555.520996
	Iteration 40F: 3 clusters Score -7128694 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 52534 members 
Entering Unmasked Estep 
Score: -7128700.500000 Penalty: 3555.520996
	Iteration 41Q: 3 clusters Score -7128700 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 52547 members 
Entering Unmasked Estep 
Score: -7128713.500000 Penalty: 3555.520996
	Iteration 42Q: 3 clusters Score -7128714 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 52563 members 
Entering Unmasked Estep 
Score: -7128708.000000 Penalty: 3555.520996
	Iteration 43Q: 3 clusters Score -7128708 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 52579 members 
Entering Unmasked Estep 
Score: -7128702.500000 Penalty: 3555.520996
	Iteration 44Q: 3 clusters Score -7128702 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 52593 members 
Entering Unmasked Estep 
Score: -7128716.000000 Penalty: 3555.520996
	Iteration 45Q: 3 clusters Score -7128716 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 52606 members 
Entering Unmasked Estep 
Score: -7128714.000000 Penalty: 3555.520996
	Iteration 46Q: 3 clusters Score -7128714 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 52615 members 
Entering Unmasked Estep 
Score: -7128712.000000 Penalty: 3555.520996
	Iteration 47Q: 3 clusters Score -7128712 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 52625 members 
Entering Unmasked Estep 
Score: -7128713.500000 Penalty: 3555.520996
	Iteration 48Q: 3 clusters Score -7128714 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 52634 members 
Entering Unmasked Estep 
Score: -7128712.000000 Penalty: 3555.520996
	Iteration 49Q: 3 clusters Score -7128712 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 52645 members 
Entering Unmasked Estep 
Score: -7128713.500000 Penalty: 3555.520996
	Iteration 50Q: 3 clusters Score -7128714 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 52656 members 
Entering Unmasked Estep 
Score: -7128711.500000 Penalty: 3555.520996
	Iteration 51Q: 3 clusters Score -7128712 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 52665 members 
Entering Unmasked Estep 
Score: -7128713.500000 Penalty: 3555.520996
	Iteration 52Q: 3 clusters Score -7128714 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 52673 members 
Entering Unmasked Estep 
Score: -7128711.000000 Penalty: 3555.520996
	Iteration 53Q: 3 clusters Score -7128711 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 52680 members 
Entering Unmasked Estep 
Score: -7128710.000000 Penalty: 3555.520996
	Iteration 54Q: 3 clusters Score -7128710 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 52682 members 
Entering Unmasked Estep 
Score: -7128719.500000 Penalty: 3555.520996
	Iteration 55Q: 3 clusters Score -7128720 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 52683 members 
Entering Unmasked Estep 
Score: -7128722.500000 Penalty: 3555.520996
	Iteration 56Q: 3 clusters Score -7128722 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 52685 members 
Entering Unmasked Estep 
Score: -7128714.000000 Penalty: 3555.520996
	Iteration 57Q: 3 clusters Score -7128714 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 52686 members 
Entering Unmasked Estep 
Score: -7128712.500000 Penalty: 3555.520996
	Iteration 58Q: 3 clusters Score -7128712 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 52688 members 
Entering Unmasked Estep 
Score: -7128710.000000 Penalty: 3555.520996
	Iteration 59Q: 3 clusters Score -7128710 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 52689 members 
Entering Unmasked Estep 
Score: -7128711.000000 Penalty: 3555.520996
	Iteration 60F: 3 clusters Score -7128711 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (2373 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Entering Unmasked Estep 
Score: -287753.656250 Penalty: 1262.935425
	Iteration 0F: 2 clusters Score -287753.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -285449.781250 Penalty: 2525.870850
	Iteration 0F: 3 clusters Score -285449.8 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -286012.500000 Penalty: 2525.870850
	Iteration 1F: 3 clusters Score -286012.5 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -286159.187500 Penalty: 2525.870850
	Iteration 2F: 3 clusters Score -286159.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -286272.000000 Penalty: 2525.870850
	Iteration 3F: 3 clusters Score -286272 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -286379.875000 Penalty: 2525.870850
	Iteration 4Q: 3 clusters Score -286379.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -286487.531250 Penalty: 2525.870850
	Iteration 5F: 3 clusters Score -286487.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -286566.781250 Penalty: 2525.870850
	Iteration 6Q: 3 clusters Score -286566.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -286644.750000 Penalty: 2525.870850
	Iteration 7Q: 3 clusters Score -286644.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -286727.500000 Penalty: 2525.870850
	Iteration 8Q: 3 clusters Score -286727.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -286823.375000 Penalty: 2525.870850
	Iteration 9Q: 3 clusters Score -286823.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -286893.687500 Penalty: 2525.870850
	Iteration 10Q: 3 clusters Score -286893.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -286960.875000 Penalty: 2525.870850
	Iteration 11Q: 3 clusters Score -286960.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -287025.031250 Penalty: 2525.870850
	Iteration 12Q: 3 clusters Score -287025 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -287067.656250 Penalty: 2525.870850
	Iteration 13Q: 3 clusters Score -287067.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -287087.531250 Penalty: 2525.870850
	Iteration 14Q: 3 clusters Score -287087.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -287104.843750 Penalty: 2525.870850
	Iteration 15Q: 3 clusters Score -287104.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -287113.218750 Penalty: 2525.870850
	Iteration 16Q: 3 clusters Score -287113.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -287118.312500 Penalty: 2525.870850
	Iteration 17Q: 3 clusters Score -287118.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -287123.593750 Penalty: 2525.870850
	Iteration 18Q: 3 clusters Score -287123.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -287128.531250 Penalty: 2525.870850
	Iteration 19Q: 3 clusters Score -287128.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -287133.125000 Penalty: 2525.870850
	Iteration 20F: 3 clusters Score -287133.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -287135.968750 Penalty: 2525.870850
	Iteration 21Q: 3 clusters Score -287136 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -287137.468750 Penalty: 2525.870850
	Iteration 22Q: 3 clusters Score -287137.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -287138.625000 Penalty: 2525.870850
	Iteration 23Q: 3 clusters Score -287138.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -287138.875000 Penalty: 2525.870850
	Iteration 24Q: 3 clusters Score -287138.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -287138.875000 Penalty: 2525.870850
	Iteration 25F: 3 clusters Score -287138.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (11489 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11489 members 
Entering Unmasked Estep 
Score: -1341226.500000 Penalty: 1519.236084
	Iteration 0F: 2 clusters Score -1341226 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5733 members 
Mstep: Class 2 contains 5756 members 
Entering Unmasked Estep 
Score: -1333104.125000 Penalty: 3038.472168
	Iteration 0F: 3 clusters Score -1333104 nChanged 5000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5593 members 
Mstep: Class 2 contains 5896 members 
Entering Unmasked Estep 
Score: -1336123.750000 Penalty: 3038.472168
	Iteration 1F: 3 clusters Score -1336124 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5503 members 
Mstep: Class 2 contains 5986 members 
Entering Unmasked Estep 
Score: -1336707.875000 Penalty: 3038.472168
	Iteration 2F: 3 clusters Score -1336708 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5412 members 
Mstep: Class 2 contains 6077 members 
Entering Unmasked Estep 
Score: -1337182.500000 Penalty: 3038.472168
	Iteration 3F: 3 clusters Score -1337182 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 6203 members 
Entering Unmasked Estep 
Score: -1337510.750000 Penalty: 3038.472168
	Iteration 4F: 3 clusters Score -1337511 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 6356 members 
Entering Unmasked Estep 
Score: -1337799.125000 Penalty: 3038.472168
	Iteration 5Q: 3 clusters Score -1337799 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 6522 members 
Entering Unmasked Estep 
Score: -1338072.625000 Penalty: 3038.472168
	Iteration 6Q: 3 clusters Score -1338073 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 6700 members 
Entering Unmasked Estep 
Score: -1338312.250000 Penalty: 3038.472168
	Iteration 7Q: 3 clusters Score -1338312 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 6864 members 
Entering Unmasked Estep 
Score: -1338523.000000 Penalty: 3038.472168
	Iteration 8Q: 3 clusters Score -1338523 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 7048 members 
Entering Unmasked Estep 
Score: -1338736.750000 Penalty: 3038.472168
	Iteration 9Q: 3 clusters Score -1338737 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 7238 members 
Entering Unmasked Estep 
Score: -1338946.625000 Penalty: 3038.472168
	Iteration 10Q: 3 clusters Score -1338947 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 7463 members 
Entering Unmasked Estep 
Score: -1339137.500000 Penalty: 3038.472168
	Iteration 11Q: 3 clusters Score -1339138 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 7676 members 
Entering Unmasked Estep 
Score: -1339283.000000 Penalty: 3038.472168
	Iteration 12Q: 3 clusters Score -1339283 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 7883 members 
Entering Unmasked Estep 
Score: -1339401.625000 Penalty: 3038.472168
	Iteration 13Q: 3 clusters Score -1339402 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 8076 members 
Entering Unmasked Estep 
Score: -1339500.750000 Penalty: 3038.472168
	Iteration 14Q: 3 clusters Score -1339501 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 8260 members 
Entering Unmasked Estep 
Score: -1339601.875000 Penalty: 3038.472168
	Iteration 15Q: 3 clusters Score -1339602 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 8442 members 
Entering Unmasked Estep 
Score: -1339692.625000 Penalty: 3038.472168
	Iteration 16Q: 3 clusters Score -1339693 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 8631 members 
Entering Unmasked Estep 
Score: -1339786.875000 Penalty: 3038.472168
	Iteration 17Q: 3 clusters Score -1339787 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 8808 members 
Entering Unmasked Estep 
Score: -1339881.625000 Penalty: 3038.472168
	Iteration 18Q: 3 clusters Score -1339882 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 8962 members 
Entering Unmasked Estep 
Score: -1339964.875000 Penalty: 3038.472168
	Iteration 19Q: 3 clusters Score -1339965 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 9111 members 
Entering Unmasked Estep 
Score: -1340041.250000 Penalty: 3038.472168
	Iteration 20F: 3 clusters Score -1340041 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 9252 members 
Entering Unmasked Estep 
Score: -1340125.000000 Penalty: 3038.472168
	Iteration 21Q: 3 clusters Score -1340125 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 9369 members 
Entering Unmasked Estep 
Score: -1340199.500000 Penalty: 3038.472168
	Iteration 22Q: 3 clusters Score -1340200 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 9476 members 
Entering Unmasked Estep 
Score: -1340253.500000 Penalty: 3038.472168
	Iteration 23Q: 3 clusters Score -1340254 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 9547 members 
Entering Unmasked Estep 
Score: -1340285.125000 Penalty: 3038.472168
	Iteration 24Q: 3 clusters Score -1340285 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 9618 members 
Entering Unmasked Estep 
Score: -1340314.625000 Penalty: 3038.472168
	Iteration 25Q: 3 clusters Score -1340315 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 9669 members 
Entering Unmasked Estep 
Score: -1340329.625000 Penalty: 3038.472168
	Iteration 26Q: 3 clusters Score -1340330 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 9709 members 
Entering Unmasked Estep 
Score: -1340349.500000 Penalty: 3038.472168
	Iteration 27Q: 3 clusters Score -1340350 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 9745 members 
Entering Unmasked Estep 
Score: -1340358.125000 Penalty: 3038.472168
	Iteration 28Q: 3 clusters Score -1340358 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 9777 members 
Entering Unmasked Estep 
Score: -1340369.375000 Penalty: 3038.472168
	Iteration 29Q: 3 clusters Score -1340369 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 9796 members 
Entering Unmasked Estep 
Score: -1340375.000000 Penalty: 3038.472168
	Iteration 30Q: 3 clusters Score -1340375 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 9820 members 
Entering Unmasked Estep 
Score: -1340383.625000 Penalty: 3038.472168
	Iteration 31Q: 3 clusters Score -1340384 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 9840 members 
Entering Unmasked Estep 
Score: -1340389.250000 Penalty: 3038.472168
	Iteration 32Q: 3 clusters Score -1340389 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 9856 members 
Entering Unmasked Estep 
Score: -1340393.875000 Penalty: 3038.472168
	Iteration 33Q: 3 clusters Score -1340394 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 9872 members 
Entering Unmasked Estep 
Score: -1340399.000000 Penalty: 3038.472168
	Iteration 34Q: 3 clusters Score -1340399 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 9885 members 
Entering Unmasked Estep 
Score: -1340397.625000 Penalty: 3038.472168
	Iteration 35Q: 3 clusters Score -1340398 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 9893 members 
Entering Unmasked Estep 
Score: -1340401.250000 Penalty: 3038.472168
	Iteration 36Q: 3 clusters Score -1340401 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 9904 members 
Entering Unmasked Estep 
Score: -1340405.125000 Penalty: 3038.472168
	Iteration 37Q: 3 clusters Score -1340405 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 9914 members 
Entering Unmasked Estep 
Score: -1340405.250000 Penalty: 3038.472168
	Iteration 38Q: 3 clusters Score -1340405 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 9920 members 
Entering Unmasked Estep 
Score: -1340408.625000 Penalty: 3038.472168
	Iteration 39Q: 3 clusters Score -1340409 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 9923 members 
Entering Unmasked Estep 
Score: -1340406.875000 Penalty: 3038.472168
	Iteration 40F: 3 clusters Score -1340407 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 9928 members 
Entering Unmasked Estep 
Score: -1340407.750000 Penalty: 3038.472168
	Iteration 41Q: 3 clusters Score -1340408 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 9931 members 
Entering Unmasked Estep 
Score: -1340405.000000 Penalty: 3038.472168
	Iteration 42Q: 3 clusters Score -1340405 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 9936 members 
Entering Unmasked Estep 
Score: -1340406.000000 Penalty: 3038.472168
	Iteration 43Q: 3 clusters Score -1340406 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 9941 members 
Entering Unmasked Estep 
Score: -1340408.250000 Penalty: 3038.472168
	Iteration 44Q: 3 clusters Score -1340408 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 9946 members 
Entering Unmasked Estep 
Score: -1340405.875000 Penalty: 3038.472168
	Iteration 45Q: 3 clusters Score -1340406 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 9952 members 
Entering Unmasked Estep 
Score: -1340407.500000 Penalty: 3038.472168
	Iteration 46Q: 3 clusters Score -1340408 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 9956 members 
Entering Unmasked Estep 
Score: -1340409.750000 Penalty: 3038.472168
	Iteration 47Q: 3 clusters Score -1340410 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 9957 members 
Entering Unmasked Estep 
Score: -1340408.500000 Penalty: 3038.472168
	Iteration 48Q: 3 clusters Score -1340408 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 9957 members 
Entering Unmasked Estep 
Score: -1340408.500000 Penalty: 3038.472168
	Iteration 49F: 3 clusters Score -1340408 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (37291 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37291 members 
Entering Unmasked Estep 
Score: -4393603.000000 Penalty: 1710.557495
	Iteration 0F: 2 clusters Score -4393603 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18639 members 
Mstep: Class 2 contains 18652 members 
Entering Unmasked Estep 
Score: -4368594.000000 Penalty: 3421.114990
	Iteration 0F: 3 clusters Score -4368594 nChanged 17328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18521 members 
Mstep: Class 2 contains 18770 members 
Entering Unmasked Estep 
Score: -4379048.000000 Penalty: 3421.114990
	Iteration 1F: 3 clusters Score -4379048 nChanged 2120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18555 members 
Mstep: Class 2 contains 18736 members 
Entering Unmasked Estep 
Score: -4380080.000000 Penalty: 3421.114990
	Iteration 2F: 3 clusters Score -4380080 nChanged 2248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18615 members 
Mstep: Class 2 contains 18676 members 
Entering Unmasked Estep 
Score: -4381276.500000 Penalty: 3421.114990
	Iteration 3F: 3 clusters Score -4381276 nChanged 2259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18752 members 
Mstep: Class 2 contains 18539 members 
Entering Unmasked Estep 
Score: -4382524.500000 Penalty: 3421.114990
	Iteration 4F: 3 clusters Score -4382524 nChanged 2203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18861 members 
Mstep: Class 2 contains 18430 members 
Entering Unmasked Estep 
Score: -4383821.500000 Penalty: 3421.114990
	Iteration 5F: 3 clusters Score -4383822 nChanged 2076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18857 members 
Mstep: Class 2 contains 18434 members 
Entering Unmasked Estep 
Score: -4385012.500000 Penalty: 3421.114990
	Iteration 6F: 3 clusters Score -4385012 nChanged 1842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18751 members 
Mstep: Class 2 contains 18540 members 
Entering Unmasked Estep 
Score: -4386012.500000 Penalty: 3421.114990
	Iteration 7Q: 3 clusters Score -4386012 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18553 members 
Mstep: Class 2 contains 18738 members 
Entering Unmasked Estep 
Score: -4386790.000000 Penalty: 3421.114990
	Iteration 8Q: 3 clusters Score -4386790 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18334 members 
Mstep: Class 2 contains 18957 members 
Entering Unmasked Estep 
Score: -4387378.500000 Penalty: 3421.114990
	Iteration 9Q: 3 clusters Score -4387378 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18077 members 
Mstep: Class 2 contains 19214 members 
Entering Unmasked Estep 
Score: -4387769.500000 Penalty: 3421.114990
	Iteration 10Q: 3 clusters Score -4387770 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17886 members 
Mstep: Class 2 contains 19405 members 
Entering Unmasked Estep 
Score: -4387995.500000 Penalty: 3421.114990
	Iteration 11Q: 3 clusters Score -4387996 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17722 members 
Mstep: Class 2 contains 19569 members 
Entering Unmasked Estep 
Score: -4388153.000000 Penalty: 3421.114990
	Iteration 12Q: 3 clusters Score -4388153 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17564 members 
Mstep: Class 2 contains 19727 members 
Entering Unmasked Estep 
Score: -4388287.500000 Penalty: 3421.114990
	Iteration 13Q: 3 clusters Score -4388288 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17418 members 
Mstep: Class 2 contains 19873 members 
Entering Unmasked Estep 
Score: -4388381.000000 Penalty: 3421.114990
	Iteration 14Q: 3 clusters Score -4388381 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17273 members 
Mstep: Class 2 contains 20018 members 
Entering Unmasked Estep 
Score: -4388483.000000 Penalty: 3421.114990
	Iteration 15Q: 3 clusters Score -4388483 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17155 members 
Mstep: Class 2 contains 20136 members 
Entering Unmasked Estep 
Score: -4388556.000000 Penalty: 3421.114990
	Iteration 16Q: 3 clusters Score -4388556 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17034 members 
Mstep: Class 2 contains 20257 members 
Entering Unmasked Estep 
Score: -4388628.000000 Penalty: 3421.114990
	Iteration 17Q: 3 clusters Score -4388628 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16892 members 
Mstep: Class 2 contains 20399 members 
Entering Unmasked Estep 
Score: -4388685.500000 Penalty: 3421.114990
	Iteration 18Q: 3 clusters Score -4388686 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16754 members 
Mstep: Class 2 contains 20537 members 
Entering Unmasked Estep 
Score: -4388751.000000 Penalty: 3421.114990
	Iteration 19Q: 3 clusters Score -4388751 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16621 members 
Mstep: Class 2 contains 20670 members 
Entering Unmasked Estep 
Score: -4388796.500000 Penalty: 3421.114990
	Iteration 20F: 3 clusters Score -4388796 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16463 members 
Mstep: Class 2 contains 20828 members 
Entering Unmasked Estep 
Score: -4388863.500000 Penalty: 3421.114990
	Iteration 21Q: 3 clusters Score -4388864 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16312 members 
Mstep: Class 2 contains 20979 members 
Entering Unmasked Estep 
Score: -4388927.000000 Penalty: 3421.114990
	Iteration 22Q: 3 clusters Score -4388927 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16165 members 
Mstep: Class 2 contains 21126 members 
Entering Unmasked Estep 
Score: -4388972.000000 Penalty: 3421.114990
	Iteration 23Q: 3 clusters Score -4388972 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16006 members 
Mstep: Class 2 contains 21285 members 
Entering Unmasked Estep 
Score: -4389010.500000 Penalty: 3421.114990
	Iteration 24Q: 3 clusters Score -4389010 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15836 members 
Mstep: Class 2 contains 21455 members 
Entering Unmasked Estep 
Score: -4389062.000000 Penalty: 3421.114990
	Iteration 25Q: 3 clusters Score -4389062 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15634 members 
Mstep: Class 2 contains 21657 members 
Entering Unmasked Estep 
Score: -4389126.000000 Penalty: 3421.114990
	Iteration 26Q: 3 clusters Score -4389126 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15417 members 
Mstep: Class 2 contains 21874 members 
Entering Unmasked Estep 
Score: -4389206.000000 Penalty: 3421.114990
	Iteration 27Q: 3 clusters Score -4389206 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15205 members 
Mstep: Class 2 contains 22086 members 
Entering Unmasked Estep 
Score: -4389249.000000 Penalty: 3421.114990
	Iteration 28Q: 3 clusters Score -4389249 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14971 members 
Mstep: Class 2 contains 22320 members 
Entering Unmasked Estep 
Score: -4389312.500000 Penalty: 3421.114990
	Iteration 29Q: 3 clusters Score -4389312 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14725 members 
Mstep: Class 2 contains 22566 members 
Entering Unmasked Estep 
Score: -4389400.000000 Penalty: 3421.114990
	Iteration 30Q: 3 clusters Score -4389400 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14444 members 
Mstep: Class 2 contains 22847 members 
Entering Unmasked Estep 
Score: -4389471.000000 Penalty: 3421.114990
	Iteration 31Q: 3 clusters Score -4389471 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14164 members 
Mstep: Class 2 contains 23127 members 
Entering Unmasked Estep 
Score: -4389568.000000 Penalty: 3421.114990
	Iteration 32Q: 3 clusters Score -4389568 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13828 members 
Mstep: Class 2 contains 23463 members 
Entering Unmasked Estep 
Score: -4389674.500000 Penalty: 3421.114990
	Iteration 33Q: 3 clusters Score -4389674 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13454 members 
Mstep: Class 2 contains 23837 members 
Entering Unmasked Estep 
Score: -4389771.500000 Penalty: 3421.114990
	Iteration 34Q: 3 clusters Score -4389772 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13080 members 
Mstep: Class 2 contains 24211 members 
Entering Unmasked Estep 
Score: -4389886.000000 Penalty: 3421.114990
	Iteration 35Q: 3 clusters Score -4389886 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12691 members 
Mstep: Class 2 contains 24600 members 
Entering Unmasked Estep 
Score: -4390020.500000 Penalty: 3421.114990
	Iteration 36Q: 3 clusters Score -4390020 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12284 members 
Mstep: Class 2 contains 25007 members 
Entering Unmasked Estep 
Score: -4390164.500000 Penalty: 3421.114990
	Iteration 37Q: 3 clusters Score -4390164 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11850 members 
Mstep: Class 2 contains 25441 members 
Entering Unmasked Estep 
Score: -4390309.000000 Penalty: 3421.114990
	Iteration 38Q: 3 clusters Score -4390309 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11393 members 
Mstep: Class 2 contains 25898 members 
Entering Unmasked Estep 
Score: -4390456.500000 Penalty: 3421.114990
	Iteration 39Q: 3 clusters Score -4390456 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10948 members 
Mstep: Class 2 contains 26343 members 
Entering Unmasked Estep 
Score: -4390604.000000 Penalty: 3421.114990
	Iteration 40F: 3 clusters Score -4390604 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10492 members 
Mstep: Class 2 contains 26799 members 
Entering Unmasked Estep 
Score: -4390785.500000 Penalty: 3421.114990
	Iteration 41Q: 3 clusters Score -4390786 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10041 members 
Mstep: Class 2 contains 27250 members 
Entering Unmasked Estep 
Score: -4390933.000000 Penalty: 3421.114990
	Iteration 42Q: 3 clusters Score -4390933 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9564 members 
Mstep: Class 2 contains 27727 members 
Entering Unmasked Estep 
Score: -4391090.000000 Penalty: 3421.114990
	Iteration 43Q: 3 clusters Score -4391090 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9092 members 
Mstep: Class 2 contains 28199 members 
Entering Unmasked Estep 
Score: -4391270.000000 Penalty: 3421.114990
	Iteration 44Q: 3 clusters Score -4391270 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8617 members 
Mstep: Class 2 contains 28674 members 
Entering Unmasked Estep 
Score: -4391396.000000 Penalty: 3421.114990
	Iteration 45Q: 3 clusters Score -4391396 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8109 members 
Mstep: Class 2 contains 29182 members 
Entering Unmasked Estep 
Score: -4391568.500000 Penalty: 3421.114990
	Iteration 46Q: 3 clusters Score -4391568 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7620 members 
Mstep: Class 2 contains 29671 members 
Entering Unmasked Estep 
Score: -4391736.500000 Penalty: 3421.114990
	Iteration 47Q: 3 clusters Score -4391736 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7137 members 
Mstep: Class 2 contains 30154 members 
Entering Unmasked Estep 
Score: -4391916.500000 Penalty: 3421.114990
	Iteration 48Q: 3 clusters Score -4391916 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6697 members 
Mstep: Class 2 contains 30594 members 
Entering Unmasked Estep 
Score: -4392046.500000 Penalty: 3421.114990
	Iteration 49Q: 3 clusters Score -4392046 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6265 members 
Mstep: Class 2 contains 31026 members 
Entering Unmasked Estep 
Score: -4392187.000000 Penalty: 3421.114990
	Iteration 50Q: 3 clusters Score -4392187 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5836 members 
Mstep: Class 2 contains 31455 members 
Entering Unmasked Estep 
Score: -4392352.500000 Penalty: 3421.114990
	Iteration 51Q: 3 clusters Score -4392352 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5407 members 
Mstep: Class 2 contains 31884 members 
Entering Unmasked Estep 
Score: -4392496.500000 Penalty: 3421.114990
	Iteration 52Q: 3 clusters Score -4392496 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 32288 members 
Entering Unmasked Estep 
Score: -4392625.000000 Penalty: 3421.114990
	Iteration 53Q: 3 clusters Score -4392625 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 32644 members 
Entering Unmasked Estep 
Score: -4392756.500000 Penalty: 3421.114990
	Iteration 54Q: 3 clusters Score -4392756 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 32968 members 
Entering Unmasked Estep 
Score: -4392861.500000 Penalty: 3421.114990
	Iteration 55Q: 3 clusters Score -4392862 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 33258 members 
Entering Unmasked Estep 
Score: -4392973.500000 Penalty: 3421.114990
	Iteration 56Q: 3 clusters Score -4392974 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 33525 members 
Entering Unmasked Estep 
Score: -4393039.000000 Penalty: 3421.114990
	Iteration 57Q: 3 clusters Score -4393039 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 33724 members 
Entering Unmasked Estep 
Score: -4393119.500000 Penalty: 3421.114990
	Iteration 58Q: 3 clusters Score -4393120 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 33896 members 
Entering Unmasked Estep 
Score: -4393170.000000 Penalty: 3421.114990
	Iteration 59Q: 3 clusters Score -4393170 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 34018 members 
Entering Unmasked Estep 
Score: -4393212.500000 Penalty: 3421.114990
	Iteration 60F: 3 clusters Score -4393212 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 34148 members 
Entering Unmasked Estep 
Score: -4393239.000000 Penalty: 3421.114990
	Iteration 61Q: 3 clusters Score -4393239 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 34254 members 
Entering Unmasked Estep 
Score: -4393278.000000 Penalty: 3421.114990
	Iteration 62Q: 3 clusters Score -4393278 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 34337 members 
Entering Unmasked Estep 
Score: -4393282.500000 Penalty: 3421.114990
	Iteration 63Q: 3 clusters Score -4393282 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 34405 members 
Entering Unmasked Estep 
Score: -4393291.500000 Penalty: 3421.114990
	Iteration 64Q: 3 clusters Score -4393292 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 34465 members 
Entering Unmasked Estep 
Score: -4393294.500000 Penalty: 3421.114990
	Iteration 65Q: 3 clusters Score -4393294 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 34511 members 
Entering Unmasked Estep 
Score: -4393300.500000 Penalty: 3421.114990
	Iteration 66Q: 3 clusters Score -4393300 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 34553 members 
Entering Unmasked Estep 
Score: -4393309.500000 Penalty: 3421.114990
	Iteration 67Q: 3 clusters Score -4393310 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 34578 members 
Entering Unmasked Estep 
Score: -4393315.000000 Penalty: 3421.114990
	Iteration 68Q: 3 clusters Score -4393315 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 34605 members 
Entering Unmasked Estep 
Score: -4393325.000000 Penalty: 3421.114990
	Iteration 69Q: 3 clusters Score -4393325 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 34637 members 
Entering Unmasked Estep 
Score: -4393324.500000 Penalty: 3421.114990
	Iteration 70Q: 3 clusters Score -4393324 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 34667 members 
Entering Unmasked Estep 
Score: -4393323.500000 Penalty: 3421.114990
	Iteration 71Q: 3 clusters Score -4393324 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 34699 members 
Entering Unmasked Estep 
Score: -4393340.500000 Penalty: 3421.114990
	Iteration 72Q: 3 clusters Score -4393340 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 34724 members 
Entering Unmasked Estep 
Score: -4393336.000000 Penalty: 3421.114990
	Iteration 73Q: 3 clusters Score -4393336 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 34736 members 
Entering Unmasked Estep 
Score: -4393343.000000 Penalty: 3421.114990
	Iteration 74Q: 3 clusters Score -4393343 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 34751 members 
Entering Unmasked Estep 
Score: -4393344.500000 Penalty: 3421.114990
	Iteration 75Q: 3 clusters Score -4393344 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 34764 members 
Entering Unmasked Estep 
Score: -4393348.500000 Penalty: 3421.114990
	Iteration 76Q: 3 clusters Score -4393348 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 34776 members 
Entering Unmasked Estep 
Score: -4393348.000000 Penalty: 3421.114990
	Iteration 77Q: 3 clusters Score -4393348 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 34788 members 
Entering Unmasked Estep 
Score: -4393350.000000 Penalty: 3421.114990
	Iteration 78Q: 3 clusters Score -4393350 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 34801 members 
Entering Unmasked Estep 
Score: -4393354.500000 Penalty: 3421.114990
	Iteration 79Q: 3 clusters Score -4393354 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 34811 members 
Entering Unmasked Estep 
Score: -4393361.000000 Penalty: 3421.114990
	Iteration 80F: 3 clusters Score -4393361 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 34826 members 
Entering Unmasked Estep 
Score: -4393359.500000 Penalty: 3421.114990
	Iteration 81Q: 3 clusters Score -4393360 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 34837 members 
Entering Unmasked Estep 
Score: -4393362.000000 Penalty: 3421.114990
	Iteration 82Q: 3 clusters Score -4393362 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 34846 members 
Entering Unmasked Estep 
Score: -4393361.500000 Penalty: 3421.114990
	Iteration 83Q: 3 clusters Score -4393362 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 34861 members 
Entering Unmasked Estep 
Score: -4393358.000000 Penalty: 3421.114990
	Iteration 84Q: 3 clusters Score -4393358 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 34870 members 
Entering Unmasked Estep 
Score: -4393360.500000 Penalty: 3421.114990
	Iteration 85Q: 3 clusters Score -4393360 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 34881 members 
Entering Unmasked Estep 
Score: -4393361.000000 Penalty: 3421.114990
	Iteration 86Q: 3 clusters Score -4393361 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 34893 members 
Entering Unmasked Estep 
Score: -4393356.000000 Penalty: 3421.114990
	Iteration 87Q: 3 clusters Score -4393356 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 34906 members 
Entering Unmasked Estep 
Score: -4393347.000000 Penalty: 3421.114990
	Iteration 88Q: 3 clusters Score -4393347 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 34922 members 
Entering Unmasked Estep 
Score: -4393355.500000 Penalty: 3421.114990
	Iteration 89Q: 3 clusters Score -4393356 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 34934 members 
Entering Unmasked Estep 
Score: -4393361.500000 Penalty: 3421.114990
	Iteration 90Q: 3 clusters Score -4393362 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 34944 members 
Entering Unmasked Estep 
Score: -4393357.500000 Penalty: 3421.114990
	Iteration 91Q: 3 clusters Score -4393358 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 34951 members 
Entering Unmasked Estep 
Score: -4393361.500000 Penalty: 3421.114990
	Iteration 92Q: 3 clusters Score -4393362 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 34953 members 
Entering Unmasked Estep 
Score: -4393362.000000 Penalty: 3421.114990
	Iteration 93Q: 3 clusters Score -4393362 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 34957 members 
Entering Unmasked Estep 
Score: -4393362.000000 Penalty: 3421.114990
	Iteration 94Q: 3 clusters Score -4393362 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 34957 members 
Entering Unmasked Estep 
Score: -4393362.000000 Penalty: 3421.114990
	Iteration 95F: 3 clusters Score -4393362 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (8069 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8069 members 
Entering Unmasked Estep 
Score: -1018721.062500 Penalty: 1461.815063
	Iteration 0F: 2 clusters Score -1018721 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -1012757.187500 Penalty: 2923.630127
	Iteration 0F: 3 clusters Score -1012757 nChanged 3468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -1014638.750000 Penalty: 2923.630127
	Iteration 1F: 3 clusters Score -1014639 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -1014875.500000 Penalty: 2923.630127
	Iteration 2F: 3 clusters Score -1014876 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -1015060.375000 Penalty: 2923.630127
	Iteration 3F: 3 clusters Score -1015060 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -1015195.125000 Penalty: 2923.630127
	Iteration 4Q: 3 clusters Score -1015195 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -1015339.562500 Penalty: 2923.630127
	Iteration 5Q: 3 clusters Score -1015340 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -1015475.937500 Penalty: 2923.630127
	Iteration 6Q: 3 clusters Score -1015476 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 5173 members 
Entering Unmasked Estep 
Score: -1015611.062500 Penalty: 2923.630127
	Iteration 7Q: 3 clusters Score -1015611 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 5378 members 
Entering Unmasked Estep 
Score: -1015739.062500 Penalty: 2923.630127
	Iteration 8Q: 3 clusters Score -1015739 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 5619 members 
Entering Unmasked Estep 
Score: -1015887.375000 Penalty: 2923.630127
	Iteration 9Q: 3 clusters Score -1015887 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 5864 members 
Entering Unmasked Estep 
Score: -1016061.562500 Penalty: 2923.630127
	Iteration 10Q: 3 clusters Score -1016062 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 6115 members 
Entering Unmasked Estep 
Score: -1016265.062500 Penalty: 2923.630127
	Iteration 11Q: 3 clusters Score -1016265 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 6367 members 
Entering Unmasked Estep 
Score: -1016486.562500 Penalty: 2923.630127
	Iteration 12Q: 3 clusters Score -1016487 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 6592 members 
Entering Unmasked Estep 
Score: -1016693.937500 Penalty: 2923.630127
	Iteration 13Q: 3 clusters Score -1016694 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 6774 members 
Entering Unmasked Estep 
Score: -1016881.062500 Penalty: 2923.630127
	Iteration 14Q: 3 clusters Score -1016881 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 6895 members 
Entering Unmasked Estep 
Score: -1017035.750000 Penalty: 2923.630127
	Iteration 15Q: 3 clusters Score -1017036 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 6972 members 
Entering Unmasked Estep 
Score: -1017150.500000 Penalty: 2923.630127
	Iteration 16Q: 3 clusters Score -1017150 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 7029 members 
Entering Unmasked Estep 
Score: -1017239.312500 Penalty: 2923.630127
	Iteration 17Q: 3 clusters Score -1017239 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 7071 members 
Entering Unmasked Estep 
Score: -1017320.562500 Penalty: 2923.630127
	Iteration 18Q: 3 clusters Score -1017321 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 7104 members 
Entering Unmasked Estep 
Score: -1017382.312500 Penalty: 2923.630127
	Iteration 19Q: 3 clusters Score -1017382 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 7112 members 
Entering Unmasked Estep 
Score: -1017428.812500 Penalty: 2923.630127
	Iteration 20F: 3 clusters Score -1017429 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 7124 members 
Entering Unmasked Estep 
Score: -1017465.187500 Penalty: 2923.630127
	Iteration 21Q: 3 clusters Score -1017465 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 7139 members 
Entering Unmasked Estep 
Score: -1017491.937500 Penalty: 2923.630127
	Iteration 22Q: 3 clusters Score -1017492 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 7140 members 
Entering Unmasked Estep 
Score: -1017507.437500 Penalty: 2923.630127
	Iteration 23Q: 3 clusters Score -1017507 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 7140 members 
Entering Unmasked Estep 
Score: -1017513.687500 Penalty: 2923.630127
	Iteration 24Q: 3 clusters Score -1017514 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 7144 members 
Entering Unmasked Estep 
Score: -1017517.250000 Penalty: 2923.630127
	Iteration 25Q: 3 clusters Score -1017517 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 7145 members 
Entering Unmasked Estep 
Score: -1017518.687500 Penalty: 2923.630127
	Iteration 26Q: 3 clusters Score -1017519 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 7146 members 
Entering Unmasked Estep 
Score: -1017520.500000 Penalty: 2923.630127
	Iteration 27Q: 3 clusters Score -1017520 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 7147 members 
Entering Unmasked Estep 
Score: -1017521.062500 Penalty: 2923.630127
	Iteration 28Q: 3 clusters Score -1017521 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 7148 members 
Entering Unmasked Estep 
Score: -1017521.312500 Penalty: 2923.630127
	Iteration 29Q: 3 clusters Score -1017521 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 7147 members 
Entering Unmasked Estep 
Score: -1017521.312500 Penalty: 2923.630127
	Iteration 30Q: 3 clusters Score -1017521 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 7144 members 
Entering Unmasked Estep 
Score: -1017524.187500 Penalty: 2923.630127
	Iteration 31Q: 3 clusters Score -1017524 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 7141 members 
Entering Unmasked Estep 
Score: -1017523.062500 Penalty: 2923.630127
	Iteration 32Q: 3 clusters Score -1017523 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 7138 members 
Entering Unmasked Estep 
Score: -1017523.312500 Penalty: 2923.630127
	Iteration 33Q: 3 clusters Score -1017523 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 7138 members 
Entering Unmasked Estep 
Score: -1017523.312500 Penalty: 2923.630127
	Iteration 34F: 3 clusters Score -1017523 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (12596 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12596 members 
Entering Unmasked Estep 
Score: -1605717.375000 Penalty: 1534.184326
	Iteration 0F: 2 clusters Score -1605717 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6342 members 
Mstep: Class 2 contains 6254 members 
Entering Unmasked Estep 
Score: -1596879.000000 Penalty: 3068.368652
	Iteration 0F: 3 clusters Score -1596879 nChanged 5537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6621 members 
Mstep: Class 2 contains 5975 members 
Entering Unmasked Estep 
Score: -1599875.125000 Penalty: 3068.368652
	Iteration 1F: 3 clusters Score -1599875 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6825 members 
Mstep: Class 2 contains 5771 members 
Entering Unmasked Estep 
Score: -1600264.750000 Penalty: 3068.368652
	Iteration 2F: 3 clusters Score -1600265 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7102 members 
Mstep: Class 2 contains 5494 members 
Entering Unmasked Estep 
Score: -1600651.875000 Penalty: 3068.368652
	Iteration 3F: 3 clusters Score -1600652 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7443 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -1601047.625000 Penalty: 3068.368652
	Iteration 4F: 3 clusters Score -1601048 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7817 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -1601457.750000 Penalty: 3068.368652
	Iteration 5F: 3 clusters Score -1601458 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8196 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -1601841.250000 Penalty: 3068.368652
	Iteration 6F: 3 clusters Score -1601841 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8549 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -1602191.375000 Penalty: 3068.368652
	Iteration 7Q: 3 clusters Score -1602191 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8863 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -1602505.625000 Penalty: 3068.368652
	Iteration 8Q: 3 clusters Score -1602506 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9151 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -1602860.875000 Penalty: 3068.368652
	Iteration 9Q: 3 clusters Score -1602861 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9394 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -1603223.500000 Penalty: 3068.368652
	Iteration 10Q: 3 clusters Score -1603224 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9578 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -1603562.875000 Penalty: 3068.368652
	Iteration 11Q: 3 clusters Score -1603563 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9694 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -1603868.875000 Penalty: 3068.368652
	Iteration 12Q: 3 clusters Score -1603869 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9751 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -1604053.250000 Penalty: 3068.368652
	Iteration 13Q: 3 clusters Score -1604053 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9812 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -1604160.750000 Penalty: 3068.368652
	Iteration 14Q: 3 clusters Score -1604161 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9852 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -1604212.000000 Penalty: 3068.368652
	Iteration 15Q: 3 clusters Score -1604212 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9878 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -1604226.375000 Penalty: 3068.368652
	Iteration 16Q: 3 clusters Score -1604226 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9902 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -1604247.000000 Penalty: 3068.368652
	Iteration 17Q: 3 clusters Score -1604247 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9928 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -1604261.500000 Penalty: 3068.368652
	Iteration 18Q: 3 clusters Score -1604262 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9949 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -1604269.250000 Penalty: 3068.368652
	Iteration 19Q: 3 clusters Score -1604269 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9959 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -1604280.750000 Penalty: 3068.368652
	Iteration 20F: 3 clusters Score -1604281 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9969 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -1604291.125000 Penalty: 3068.368652
	Iteration 21Q: 3 clusters Score -1604291 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9988 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -1604303.375000 Penalty: 3068.368652
	Iteration 22Q: 3 clusters Score -1604303 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10000 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -1604313.000000 Penalty: 3068.368652
	Iteration 23Q: 3 clusters Score -1604313 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10005 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -1604324.750000 Penalty: 3068.368652
	Iteration 24Q: 3 clusters Score -1604325 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10010 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -1604331.875000 Penalty: 3068.368652
	Iteration 25Q: 3 clusters Score -1604332 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10016 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -1604335.625000 Penalty: 3068.368652
	Iteration 26Q: 3 clusters Score -1604336 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10022 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -1604340.625000 Penalty: 3068.368652
	Iteration 27Q: 3 clusters Score -1604341 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10021 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -1604347.125000 Penalty: 3068.368652
	Iteration 28Q: 3 clusters Score -1604347 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10020 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -1604355.625000 Penalty: 3068.368652
	Iteration 29Q: 3 clusters Score -1604356 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10024 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -1604358.625000 Penalty: 3068.368652
	Iteration 30Q: 3 clusters Score -1604359 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10038 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -1604361.875000 Penalty: 3068.368652
	Iteration 31Q: 3 clusters Score -1604362 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10046 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -1604366.000000 Penalty: 3068.368652
	Iteration 32Q: 3 clusters Score -1604366 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10046 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -1604372.375000 Penalty: 3068.368652
	Iteration 33Q: 3 clusters Score -1604372 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10049 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -1604369.500000 Penalty: 3068.368652
	Iteration 34Q: 3 clusters Score -1604370 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10049 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -1604372.500000 Penalty: 3068.368652
	Iteration 35Q: 3 clusters Score -1604372 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10053 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -1604375.625000 Penalty: 3068.368652
	Iteration 36Q: 3 clusters Score -1604376 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10061 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -1604376.875000 Penalty: 3068.368652
	Iteration 37Q: 3 clusters Score -1604377 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10067 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -1604379.125000 Penalty: 3068.368652
	Iteration 38Q: 3 clusters Score -1604379 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10074 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -1604380.750000 Penalty: 3068.368652
	Iteration 39Q: 3 clusters Score -1604381 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10084 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -1604382.750000 Penalty: 3068.368652
	Iteration 40F: 3 clusters Score -1604383 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10093 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -1604385.125000 Penalty: 3068.368652
	Iteration 41Q: 3 clusters Score -1604385 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10106 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -1604390.375000 Penalty: 3068.368652
	Iteration 42Q: 3 clusters Score -1604390 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10114 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -1604389.125000 Penalty: 3068.368652
	Iteration 43Q: 3 clusters Score -1604389 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10113 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -1604393.125000 Penalty: 3068.368652
	Iteration 44Q: 3 clusters Score -1604393 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10119 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -1604391.625000 Penalty: 3068.368652
	Iteration 45Q: 3 clusters Score -1604392 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10120 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -1604391.625000 Penalty: 3068.368652
	Iteration 46Q: 3 clusters Score -1604392 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10119 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -1604392.875000 Penalty: 3068.368652
	Iteration 47Q: 3 clusters Score -1604393 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10120 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -1604395.125000 Penalty: 3068.368652
	Iteration 48Q: 3 clusters Score -1604395 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10124 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -1604396.625000 Penalty: 3068.368652
	Iteration 49Q: 3 clusters Score -1604397 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10127 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -1604395.625000 Penalty: 3068.368652
	Iteration 50Q: 3 clusters Score -1604396 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10126 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -1604397.125000 Penalty: 3068.368652
	Iteration 51Q: 3 clusters Score -1604397 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10124 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -1604397.375000 Penalty: 3068.368652
	Iteration 52Q: 3 clusters Score -1604397 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10123 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -1604397.375000 Penalty: 3068.368652
	Iteration 53Q: 3 clusters Score -1604397 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10121 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -1604398.750000 Penalty: 3068.368652
	Iteration 54Q: 3 clusters Score -1604399 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10122 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -1604398.250000 Penalty: 3068.368652
	Iteration 55Q: 3 clusters Score -1604398 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10123 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -1604399.000000 Penalty: 3068.368652
	Iteration 56Q: 3 clusters Score -1604399 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10123 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -1604399.000000 Penalty: 3068.368652
	Iteration 57F: 3 clusters Score -1604399 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (3061 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Entering Unmasked Estep 
Score: -364832.218750 Penalty: 1304.305786
	Iteration 0F: 2 clusters Score -364832.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -362105.281250 Penalty: 2608.611572
	Iteration 0F: 3 clusters Score -362105.3 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -362812.031250 Penalty: 2608.611572
	Iteration 1F: 3 clusters Score -362812 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -362989.281250 Penalty: 2608.611572
	Iteration 2F: 3 clusters Score -362989.3 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -363105.718750 Penalty: 2608.611572
	Iteration 3F: 3 clusters Score -363105.7 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -363195.156250 Penalty: 2608.611572
	Iteration 4Q: 3 clusters Score -363195.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -363264.656250 Penalty: 2608.611572
	Iteration 5Q: 3 clusters Score -363264.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -363314.406250 Penalty: 2608.611572
	Iteration 6Q: 3 clusters Score -363314.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -363368.500000 Penalty: 2608.611572
	Iteration 7Q: 3 clusters Score -363368.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -363408.281250 Penalty: 2608.611572
	Iteration 8Q: 3 clusters Score -363408.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -363440.343750 Penalty: 2608.611572
	Iteration 9Q: 3 clusters Score -363440.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -363465.781250 Penalty: 2608.611572
	Iteration 10Q: 3 clusters Score -363465.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -363490.218750 Penalty: 2608.611572
	Iteration 11Q: 3 clusters Score -363490.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -363515.375000 Penalty: 2608.611572
	Iteration 12Q: 3 clusters Score -363515.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -363543.000000 Penalty: 2608.611572
	Iteration 13Q: 3 clusters Score -363543 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -363566.156250 Penalty: 2608.611572
	Iteration 14Q: 3 clusters Score -363566.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -363583.968750 Penalty: 2608.611572
	Iteration 15Q: 3 clusters Score -363584 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -363602.468750 Penalty: 2608.611572
	Iteration 16Q: 3 clusters Score -363602.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -363615.250000 Penalty: 2608.611572
	Iteration 17Q: 3 clusters Score -363615.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -363622.687500 Penalty: 2608.611572
	Iteration 18Q: 3 clusters Score -363622.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -363632.156250 Penalty: 2608.611572
	Iteration 19Q: 3 clusters Score -363632.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -363640.687500 Penalty: 2608.611572
	Iteration 20F: 3 clusters Score -363640.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -363650.250000 Penalty: 2608.611572
	Iteration 21Q: 3 clusters Score -363650.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -363661.812500 Penalty: 2608.611572
	Iteration 22Q: 3 clusters Score -363661.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -363669.093750 Penalty: 2608.611572
	Iteration 23Q: 3 clusters Score -363669.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -363673.375000 Penalty: 2608.611572
	Iteration 24Q: 3 clusters Score -363673.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -363677.312500 Penalty: 2608.611572
	Iteration 25Q: 3 clusters Score -363677.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -363680.375000 Penalty: 2608.611572
	Iteration 26Q: 3 clusters Score -363680.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -363684.687500 Penalty: 2608.611572
	Iteration 27Q: 3 clusters Score -363684.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -363687.250000 Penalty: 2608.611572
	Iteration 28Q: 3 clusters Score -363687.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -363689.281250 Penalty: 2608.611572
	Iteration 29Q: 3 clusters Score -363689.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -363690.468750 Penalty: 2608.611572
	Iteration 30Q: 3 clusters Score -363690.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -363690.812500 Penalty: 2608.611572
	Iteration 31Q: 3 clusters Score -363690.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -363691.343750 Penalty: 2608.611572
	Iteration 32Q: 3 clusters Score -363691.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -363691.812500 Penalty: 2608.611572
	Iteration 33Q: 3 clusters Score -363691.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -363691.343750 Penalty: 2608.611572
	Iteration 34Q: 3 clusters Score -363691.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -363691.343750 Penalty: 2608.611572
	Iteration 35F: 3 clusters Score -363691.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (39542 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39542 members 
Entering Unmasked Estep 
Score: -5002355.500000 Penalty: 1720.081665
	Iteration 0F: 2 clusters Score -5002356 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19742 members 
Mstep: Class 2 contains 19800 members 
Entering Unmasked Estep 
Score: -4975760.500000 Penalty: 3440.163330
	Iteration 0F: 3 clusters Score -4975760 nChanged 18333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19089 members 
Mstep: Class 2 contains 20453 members 
Entering Unmasked Estep 
Score: -4986350.000000 Penalty: 3440.163330
	Iteration 1F: 3 clusters Score -4986350 nChanged 2026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18619 members 
Mstep: Class 2 contains 20923 members 
Entering Unmasked Estep 
Score: -4987202.000000 Penalty: 3440.163330
	Iteration 2F: 3 clusters Score -4987202 nChanged 2142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17897 members 
Mstep: Class 2 contains 21645 members 
Entering Unmasked Estep 
Score: -4988203.500000 Penalty: 3440.163330
	Iteration 3F: 3 clusters Score -4988204 nChanged 2230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16971 members 
Mstep: Class 2 contains 22571 members 
Entering Unmasked Estep 
Score: -4989304.000000 Penalty: 3440.163330
	Iteration 4F: 3 clusters Score -4989304 nChanged 2355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15782 members 
Mstep: Class 2 contains 23760 members 
Entering Unmasked Estep 
Score: -4990544.500000 Penalty: 3440.163330
	Iteration 5F: 3 clusters Score -4990544 nChanged 2323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14335 members 
Mstep: Class 2 contains 25207 members 
Entering Unmasked Estep 
Score: -4991921.000000 Penalty: 3440.163330
	Iteration 6F: 3 clusters Score -4991921 nChanged 2257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12784 members 
Mstep: Class 2 contains 26758 members 
Entering Unmasked Estep 
Score: -4993534.500000 Penalty: 3440.163330
	Iteration 7F: 3 clusters Score -4993534 nChanged 2091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11361 members 
Mstep: Class 2 contains 28181 members 
Entering Unmasked Estep 
Score: -4995279.500000 Penalty: 3440.163330
	Iteration 8F: 3 clusters Score -4995280 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10202 members 
Mstep: Class 2 contains 29340 members 
Entering Unmasked Estep 
Score: -4997001.500000 Penalty: 3440.163330
	Iteration 9Q: 3 clusters Score -4997002 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9394 members 
Mstep: Class 2 contains 30148 members 
Entering Unmasked Estep 
Score: -4998195.500000 Penalty: 3440.163330
	Iteration 10Q: 3 clusters Score -4998196 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8831 members 
Mstep: Class 2 contains 30711 members 
Entering Unmasked Estep 
Score: -4998773.500000 Penalty: 3440.163330
	Iteration 11Q: 3 clusters Score -4998774 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8343 members 
Mstep: Class 2 contains 31199 members 
Entering Unmasked Estep 
Score: -4999121.500000 Penalty: 3440.163330
	Iteration 12Q: 3 clusters Score -4999122 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7939 members 
Mstep: Class 2 contains 31603 members 
Entering Unmasked Estep 
Score: -4999305.500000 Penalty: 3440.163330
	Iteration 13Q: 3 clusters Score -4999306 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7564 members 
Mstep: Class 2 contains 31978 members 
Entering Unmasked Estep 
Score: -4999479.000000 Penalty: 3440.163330
	Iteration 14Q: 3 clusters Score -4999479 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7220 members 
Mstep: Class 2 contains 32322 members 
Entering Unmasked Estep 
Score: -4999583.500000 Penalty: 3440.163330
	Iteration 15Q: 3 clusters Score -4999584 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6920 members 
Mstep: Class 2 contains 32622 members 
Entering Unmasked Estep 
Score: -4999701.000000 Penalty: 3440.163330
	Iteration 16Q: 3 clusters Score -4999701 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6656 members 
Mstep: Class 2 contains 32886 members 
Entering Unmasked Estep 
Score: -4999756.500000 Penalty: 3440.163330
	Iteration 17Q: 3 clusters Score -4999756 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6418 members 
Mstep: Class 2 contains 33124 members 
Entering Unmasked Estep 
Score: -4999837.000000 Penalty: 3440.163330
	Iteration 18Q: 3 clusters Score -4999837 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6191 members 
Mstep: Class 2 contains 33351 members 
Entering Unmasked Estep 
Score: -4999891.500000 Penalty: 3440.163330
	Iteration 19Q: 3 clusters Score -4999892 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5942 members 
Mstep: Class 2 contains 33600 members 
Entering Unmasked Estep 
Score: -4999967.500000 Penalty: 3440.163330
	Iteration 20F: 3 clusters Score -4999968 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5707 members 
Mstep: Class 2 contains 33835 members 
Entering Unmasked Estep 
Score: -5000022.000000 Penalty: 3440.163330
	Iteration 21Q: 3 clusters Score -5000022 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5464 members 
Mstep: Class 2 contains 34078 members 
Entering Unmasked Estep 
Score: -5000074.500000 Penalty: 3440.163330
	Iteration 22Q: 3 clusters Score -5000074 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 34313 members 
Entering Unmasked Estep 
Score: -5000162.000000 Penalty: 3440.163330
	Iteration 23Q: 3 clusters Score -5000162 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 34561 members 
Entering Unmasked Estep 
Score: -5000246.000000 Penalty: 3440.163330
	Iteration 24Q: 3 clusters Score -5000246 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 34789 members 
Entering Unmasked Estep 
Score: -5000316.500000 Penalty: 3440.163330
	Iteration 25Q: 3 clusters Score -5000316 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 35016 members 
Entering Unmasked Estep 
Score: -5000373.000000 Penalty: 3440.163330
	Iteration 26Q: 3 clusters Score -5000373 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 35243 members 
Entering Unmasked Estep 
Score: -5000456.000000 Penalty: 3440.163330
	Iteration 27Q: 3 clusters Score -5000456 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 35438 members 
Entering Unmasked Estep 
Score: -5000505.500000 Penalty: 3440.163330
	Iteration 28Q: 3 clusters Score -5000506 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 35597 members 
Entering Unmasked Estep 
Score: -5000537.500000 Penalty: 3440.163330
	Iteration 29Q: 3 clusters Score -5000538 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 35748 members 
Entering Unmasked Estep 
Score: -5000561.500000 Penalty: 3440.163330
	Iteration 30Q: 3 clusters Score -5000562 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 35886 members 
Entering Unmasked Estep 
Score: -5000607.000000 Penalty: 3440.163330
	Iteration 31Q: 3 clusters Score -5000607 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 36035 members 
Entering Unmasked Estep 
Score: -5000630.000000 Penalty: 3440.163330
	Iteration 32Q: 3 clusters Score -5000630 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 36165 members 
Entering Unmasked Estep 
Score: -5000672.500000 Penalty: 3440.163330
	Iteration 33Q: 3 clusters Score -5000672 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 36295 members 
Entering Unmasked Estep 
Score: -5000700.000000 Penalty: 3440.163330
	Iteration 34Q: 3 clusters Score -5000700 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 36413 members 
Entering Unmasked Estep 
Score: -5000734.000000 Penalty: 3440.163330
	Iteration 35Q: 3 clusters Score -5000734 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 36523 members 
Entering Unmasked Estep 
Score: -5000765.000000 Penalty: 3440.163330
	Iteration 36Q: 3 clusters Score -5000765 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 36621 members 
Entering Unmasked Estep 
Score: -5000782.500000 Penalty: 3440.163330
	Iteration 37Q: 3 clusters Score -5000782 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 36702 members 
Entering Unmasked Estep 
Score: -5000801.000000 Penalty: 3440.163330
	Iteration 38Q: 3 clusters Score -5000801 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 36779 members 
Entering Unmasked Estep 
Score: -5000816.500000 Penalty: 3440.163330
	Iteration 39Q: 3 clusters Score -5000816 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 36851 members 
Entering Unmasked Estep 
Score: -5000843.000000 Penalty: 3440.163330
	Iteration 40F: 3 clusters Score -5000843 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 36921 members 
Entering Unmasked Estep 
Score: -5000862.500000 Penalty: 3440.163330
	Iteration 41Q: 3 clusters Score -5000862 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 36994 members 
Entering Unmasked Estep 
Score: -5000861.000000 Penalty: 3440.163330
	Iteration 42Q: 3 clusters Score -5000861 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 37062 members 
Entering Unmasked Estep 
Score: -5000885.500000 Penalty: 3440.163330
	Iteration 43Q: 3 clusters Score -5000886 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 37111 members 
Entering Unmasked Estep 
Score: -5000901.500000 Penalty: 3440.163330
	Iteration 44Q: 3 clusters Score -5000902 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 37157 members 
Entering Unmasked Estep 
Score: -5000916.000000 Penalty: 3440.163330
	Iteration 45Q: 3 clusters Score -5000916 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 37196 members 
Entering Unmasked Estep 
Score: -5000921.000000 Penalty: 3440.163330
	Iteration 46Q: 3 clusters Score -5000921 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 37228 members 
Entering Unmasked Estep 
Score: -5000922.500000 Penalty: 3440.163330
	Iteration 47Q: 3 clusters Score -5000922 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 37258 members 
Entering Unmasked Estep 
Score: -5000925.000000 Penalty: 3440.163330
	Iteration 48Q: 3 clusters Score -5000925 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 37291 members 
Entering Unmasked Estep 
Score: -5000929.500000 Penalty: 3440.163330
	Iteration 49Q: 3 clusters Score -5000930 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 37325 members 
Entering Unmasked Estep 
Score: -5000942.500000 Penalty: 3440.163330
	Iteration 50Q: 3 clusters Score -5000942 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 37355 members 
Entering Unmasked Estep 
Score: -5000950.000000 Penalty: 3440.163330
	Iteration 51Q: 3 clusters Score -5000950 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 37387 members 
Entering Unmasked Estep 
Score: -5000954.000000 Penalty: 3440.163330
	Iteration 52Q: 3 clusters Score -5000954 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 37423 members 
Entering Unmasked Estep 
Score: -5000956.500000 Penalty: 3440.163330
	Iteration 53Q: 3 clusters Score -5000956 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 37454 members 
Entering Unmasked Estep 
Score: -5000963.000000 Penalty: 3440.163330
	Iteration 54Q: 3 clusters Score -5000963 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 37484 members 
Entering Unmasked Estep 
Score: -5000966.000000 Penalty: 3440.163330
	Iteration 55Q: 3 clusters Score -5000966 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 37512 members 
Entering Unmasked Estep 
Score: -5000971.500000 Penalty: 3440.163330
	Iteration 56Q: 3 clusters Score -5000972 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 37539 members 
Entering Unmasked Estep 
Score: -5000981.000000 Penalty: 3440.163330
	Iteration 57Q: 3 clusters Score -5000981 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 37578 members 
Entering Unmasked Estep 
Score: -5000983.500000 Penalty: 3440.163330
	Iteration 58Q: 3 clusters Score -5000984 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 37610 members 
Entering Unmasked Estep 
Score: -5000991.500000 Penalty: 3440.163330
	Iteration 59Q: 3 clusters Score -5000992 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 37634 members 
Entering Unmasked Estep 
Score: -5001002.000000 Penalty: 3440.163330
	Iteration 60F: 3 clusters Score -5001002 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 37656 members 
Entering Unmasked Estep 
Score: -5001009.500000 Penalty: 3440.163330
	Iteration 61Q: 3 clusters Score -5001010 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 37676 members 
Entering Unmasked Estep 
Score: -5001005.000000 Penalty: 3440.163330
	Iteration 62Q: 3 clusters Score -5001005 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 37694 members 
Entering Unmasked Estep 
Score: -5001017.500000 Penalty: 3440.163330
	Iteration 63Q: 3 clusters Score -5001018 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 37715 members 
Entering Unmasked Estep 
Score: -5001020.000000 Penalty: 3440.163330
	Iteration 64Q: 3 clusters Score -5001020 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 37737 members 
Entering Unmasked Estep 
Score: -5001028.000000 Penalty: 3440.163330
	Iteration 65Q: 3 clusters Score -5001028 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 37750 members 
Entering Unmasked Estep 
Score: -5001036.500000 Penalty: 3440.163330
	Iteration 66Q: 3 clusters Score -5001036 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 37767 members 
Entering Unmasked Estep 
Score: -5001027.000000 Penalty: 3440.163330
	Iteration 67Q: 3 clusters Score -5001027 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 37789 members 
Entering Unmasked Estep 
Score: -5001024.500000 Penalty: 3440.163330
	Iteration 68Q: 3 clusters Score -5001024 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 37803 members 
Entering Unmasked Estep 
Score: -5001030.000000 Penalty: 3440.163330
	Iteration 69Q: 3 clusters Score -5001030 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 37818 members 
Entering Unmasked Estep 
Score: -5001036.500000 Penalty: 3440.163330
	Iteration 70Q: 3 clusters Score -5001036 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 37829 members 
Entering Unmasked Estep 
Score: -5001040.000000 Penalty: 3440.163330
	Iteration 71Q: 3 clusters Score -5001040 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 37833 members 
Entering Unmasked Estep 
Score: -5001040.000000 Penalty: 3440.163330
	Iteration 72Q: 3 clusters Score -5001040 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 37833 members 
Entering Unmasked Estep 
Score: -5001040.000000 Penalty: 3440.163330
	Iteration 73F: 3 clusters Score -5001040 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (9319 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9319 members 
Entering Unmasked Estep 
Score: -1247075.250000 Penalty: 1485.219238
	Iteration 0F: 2 clusters Score -1247075 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -1240240.875000 Penalty: 2970.438477
	Iteration 0F: 3 clusters Score -1240241 nChanged 4020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -1242386.250000 Penalty: 2970.438477
	Iteration 1F: 3 clusters Score -1242386 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -1242578.875000 Penalty: 2970.438477
	Iteration 2F: 3 clusters Score -1242579 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -1242729.375000 Penalty: 2970.438477
	Iteration 3Q: 3 clusters Score -1242729 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -1242840.750000 Penalty: 2970.438477
	Iteration 4Q: 3 clusters Score -1242841 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 5047 members 
Entering Unmasked Estep 
Score: -1242932.625000 Penalty: 2970.438477
	Iteration 5Q: 3 clusters Score -1242933 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -1243007.875000 Penalty: 2970.438477
	Iteration 6Q: 3 clusters Score -1243008 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -1243082.750000 Penalty: 2970.438477
	Iteration 7Q: 3 clusters Score -1243083 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 5364 members 
Entering Unmasked Estep 
Score: -1243155.625000 Penalty: 2970.438477
	Iteration 8Q: 3 clusters Score -1243156 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 5502 members 
Entering Unmasked Estep 
Score: -1243225.500000 Penalty: 2970.438477
	Iteration 9Q: 3 clusters Score -1243226 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 5647 members 
Entering Unmasked Estep 
Score: -1243305.125000 Penalty: 2970.438477
	Iteration 10Q: 3 clusters Score -1243305 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 5849 members 
Entering Unmasked Estep 
Score: -1243406.750000 Penalty: 2970.438477
	Iteration 11Q: 3 clusters Score -1243407 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 6073 members 
Entering Unmasked Estep 
Score: -1243527.250000 Penalty: 2970.438477
	Iteration 12Q: 3 clusters Score -1243527 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 6310 members 
Entering Unmasked Estep 
Score: -1243660.125000 Penalty: 2970.438477
	Iteration 13Q: 3 clusters Score -1243660 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 6581 members 
Entering Unmasked Estep 
Score: -1243834.000000 Penalty: 2970.438477
	Iteration 14Q: 3 clusters Score -1243834 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 6891 members 
Entering Unmasked Estep 
Score: -1244035.125000 Penalty: 2970.438477
	Iteration 15Q: 3 clusters Score -1244035 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 7235 members 
Entering Unmasked Estep 
Score: -1244294.125000 Penalty: 2970.438477
	Iteration 16Q: 3 clusters Score -1244294 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 7608 members 
Entering Unmasked Estep 
Score: -1244566.750000 Penalty: 2970.438477
	Iteration 17Q: 3 clusters Score -1244567 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 7924 members 
Entering Unmasked Estep 
Score: -1244796.875000 Penalty: 2970.438477
	Iteration 18Q: 3 clusters Score -1244797 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 8202 members 
Entering Unmasked Estep 
Score: -1245016.875000 Penalty: 2970.438477
	Iteration 19Q: 3 clusters Score -1245017 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 8434 members 
Entering Unmasked Estep 
Score: -1245204.500000 Penalty: 2970.438477
	Iteration 20F: 3 clusters Score -1245204 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 8616 members 
Entering Unmasked Estep 
Score: -1245359.125000 Penalty: 2970.438477
	Iteration 21Q: 3 clusters Score -1245359 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 8755 members 
Entering Unmasked Estep 
Score: -1245457.875000 Penalty: 2970.438477
	Iteration 22Q: 3 clusters Score -1245458 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 8836 members 
Entering Unmasked Estep 
Score: -1245526.500000 Penalty: 2970.438477
	Iteration 23Q: 3 clusters Score -1245526 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 8897 members 
Entering Unmasked Estep 
Score: -1245579.500000 Penalty: 2970.438477
	Iteration 24Q: 3 clusters Score -1245580 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 8954 members 
Entering Unmasked Estep 
Score: -1245623.000000 Penalty: 2970.438477
	Iteration 25Q: 3 clusters Score -1245623 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 8984 members 
Entering Unmasked Estep 
Score: -1245652.875000 Penalty: 2970.438477
	Iteration 26Q: 3 clusters Score -1245653 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 9006 members 
Entering Unmasked Estep 
Score: -1245674.500000 Penalty: 2970.438477
	Iteration 27Q: 3 clusters Score -1245674 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 9026 members 
Entering Unmasked Estep 
Score: -1245692.875000 Penalty: 2970.438477
	Iteration 28Q: 3 clusters Score -1245693 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 9041 members 
Entering Unmasked Estep 
Score: -1245713.500000 Penalty: 2970.438477
	Iteration 29Q: 3 clusters Score -1245714 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 9056 members 
Entering Unmasked Estep 
Score: -1245727.125000 Penalty: 2970.438477
	Iteration 30Q: 3 clusters Score -1245727 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 9058 members 
Entering Unmasked Estep 
Score: -1245735.875000 Penalty: 2970.438477
	Iteration 31Q: 3 clusters Score -1245736 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 9064 members 
Entering Unmasked Estep 
Score: -1245740.000000 Penalty: 2970.438477
	Iteration 32Q: 3 clusters Score -1245740 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 9067 members 
Entering Unmasked Estep 
Score: -1245741.500000 Penalty: 2970.438477
	Iteration 33Q: 3 clusters Score -1245742 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 9067 members 
Entering Unmasked Estep 
Score: -1245741.500000 Penalty: 2970.438477
	Iteration 34F: 3 clusters Score -1245742 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (4111 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Entering Unmasked Estep 
Score: -500948.468750 Penalty: 1352.230957
	Iteration 0F: 2 clusters Score -500948.5 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 2126 members 
Entering Unmasked Estep 
Score: -497485.750000 Penalty: 2704.461914
	Iteration 0F: 3 clusters Score -497485.8 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -498527.937500 Penalty: 2704.461914
	Iteration 1F: 3 clusters Score -498527.9 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -498808.531250 Penalty: 2704.461914
	Iteration 2F: 3 clusters Score -498808.5 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -499022.406250 Penalty: 2704.461914
	Iteration 3F: 3 clusters Score -499022.4 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -499191.937500 Penalty: 2704.461914
	Iteration 4F: 3 clusters Score -499191.9 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -499382.250000 Penalty: 2704.461914
	Iteration 5F: 3 clusters Score -499382.2 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -499549.687500 Penalty: 2704.461914
	Iteration 6Q: 3 clusters Score -499549.7 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -499685.125000 Penalty: 2704.461914
	Iteration 7Q: 3 clusters Score -499685.1 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -499804.906250 Penalty: 2704.461914
	Iteration 8Q: 3 clusters Score -499804.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -499916.750000 Penalty: 2704.461914
	Iteration 9Q: 3 clusters Score -499916.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -500000.093750 Penalty: 2704.461914
	Iteration 10Q: 3 clusters Score -500000.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -500067.187500 Penalty: 2704.461914
	Iteration 11Q: 3 clusters Score -500067.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -500127.218750 Penalty: 2704.461914
	Iteration 12Q: 3 clusters Score -500127.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -500160.562500 Penalty: 2704.461914
	Iteration 13Q: 3 clusters Score -500160.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -500188.312500 Penalty: 2704.461914
	Iteration 14Q: 3 clusters Score -500188.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -500220.375000 Penalty: 2704.461914
	Iteration 15Q: 3 clusters Score -500220.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -500250.406250 Penalty: 2704.461914
	Iteration 16Q: 3 clusters Score -500250.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -500283.000000 Penalty: 2704.461914
	Iteration 17Q: 3 clusters Score -500283 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -500315.343750 Penalty: 2704.461914
	Iteration 18Q: 3 clusters Score -500315.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -500353.062500 Penalty: 2704.461914
	Iteration 19Q: 3 clusters Score -500353.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -500405.531250 Penalty: 2704.461914
	Iteration 20F: 3 clusters Score -500405.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -500437.531250 Penalty: 2704.461914
	Iteration 21Q: 3 clusters Score -500437.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -500447.500000 Penalty: 2704.461914
	Iteration 22Q: 3 clusters Score -500447.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -500451.250000 Penalty: 2704.461914
	Iteration 23Q: 3 clusters Score -500451.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -500452.718750 Penalty: 2704.461914
	Iteration 24Q: 3 clusters Score -500452.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -500455.187500 Penalty: 2704.461914
	Iteration 25Q: 3 clusters Score -500455.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -500455.187500 Penalty: 2704.461914
	Iteration 26F: 3 clusters Score -500455.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (8847 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8847 members 
Entering Unmasked Estep 
Score: -1105433.500000 Penalty: 1476.772949
	Iteration 0F: 2 clusters Score -1105434 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -1099068.375000 Penalty: 2953.545898
	Iteration 0F: 3 clusters Score -1099068 nChanged 3712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -1101028.625000 Penalty: 2953.545898
	Iteration 1F: 3 clusters Score -1101029 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -1101235.125000 Penalty: 2953.545898
	Iteration 2F: 3 clusters Score -1101235 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -1101407.500000 Penalty: 2953.545898
	Iteration 3Q: 3 clusters Score -1101408 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -1101587.625000 Penalty: 2953.545898
	Iteration 4Q: 3 clusters Score -1101588 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -1101782.375000 Penalty: 2953.545898
	Iteration 5Q: 3 clusters Score -1101782 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5416 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -1102026.500000 Penalty: 2953.545898
	Iteration 6Q: 3 clusters Score -1102026 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -1102322.375000 Penalty: 2953.545898
	Iteration 7F: 3 clusters Score -1102322 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6073 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -1102618.000000 Penalty: 2953.545898
	Iteration 8F: 3 clusters Score -1102618 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6376 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -1102905.750000 Penalty: 2953.545898
	Iteration 9Q: 3 clusters Score -1102906 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6683 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -1103190.125000 Penalty: 2953.545898
	Iteration 10Q: 3 clusters Score -1103190 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6927 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -1103382.625000 Penalty: 2953.545898
	Iteration 11Q: 3 clusters Score -1103383 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7110 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -1103504.250000 Penalty: 2953.545898
	Iteration 12Q: 3 clusters Score -1103504 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7210 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -1103563.500000 Penalty: 2953.545898
	Iteration 13Q: 3 clusters Score -1103564 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7292 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -1103616.000000 Penalty: 2953.545898
	Iteration 14Q: 3 clusters Score -1103616 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7385 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -1103668.500000 Penalty: 2953.545898
	Iteration 15Q: 3 clusters Score -1103668 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7474 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -1103721.500000 Penalty: 2953.545898
	Iteration 16Q: 3 clusters Score -1103722 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7553 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -1103761.250000 Penalty: 2953.545898
	Iteration 17Q: 3 clusters Score -1103761 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7625 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -1103800.875000 Penalty: 2953.545898
	Iteration 18Q: 3 clusters Score -1103801 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7694 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -1103838.125000 Penalty: 2953.545898
	Iteration 19Q: 3 clusters Score -1103838 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7748 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -1103872.625000 Penalty: 2953.545898
	Iteration 20F: 3 clusters Score -1103873 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7786 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -1103898.125000 Penalty: 2953.545898
	Iteration 21Q: 3 clusters Score -1103898 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7819 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -1103927.500000 Penalty: 2953.545898
	Iteration 22Q: 3 clusters Score -1103928 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7858 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -1103964.125000 Penalty: 2953.545898
	Iteration 23Q: 3 clusters Score -1103964 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7906 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -1104007.375000 Penalty: 2953.545898
	Iteration 24Q: 3 clusters Score -1104007 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7944 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -1104047.750000 Penalty: 2953.545898
	Iteration 25Q: 3 clusters Score -1104048 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7986 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -1104089.250000 Penalty: 2953.545898
	Iteration 26Q: 3 clusters Score -1104089 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8020 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -1104129.250000 Penalty: 2953.545898
	Iteration 27Q: 3 clusters Score -1104129 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8051 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -1104167.250000 Penalty: 2953.545898
	Iteration 28Q: 3 clusters Score -1104167 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8078 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -1104199.625000 Penalty: 2953.545898
	Iteration 29Q: 3 clusters Score -1104200 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8097 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -1104223.500000 Penalty: 2953.545898
	Iteration 30Q: 3 clusters Score -1104224 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8112 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -1104235.625000 Penalty: 2953.545898
	Iteration 31Q: 3 clusters Score -1104236 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8126 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -1104245.750000 Penalty: 2953.545898
	Iteration 32Q: 3 clusters Score -1104246 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8139 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -1104256.000000 Penalty: 2953.545898
	Iteration 33Q: 3 clusters Score -1104256 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8151 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -1104263.125000 Penalty: 2953.545898
	Iteration 34Q: 3 clusters Score -1104263 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8163 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -1104274.000000 Penalty: 2953.545898
	Iteration 35Q: 3 clusters Score -1104274 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8172 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -1104280.500000 Penalty: 2953.545898
	Iteration 36Q: 3 clusters Score -1104280 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8180 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -1104284.250000 Penalty: 2953.545898
	Iteration 37Q: 3 clusters Score -1104284 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8183 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -1104286.625000 Penalty: 2953.545898
	Iteration 38Q: 3 clusters Score -1104287 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8186 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -1104287.500000 Penalty: 2953.545898
	Iteration 39Q: 3 clusters Score -1104288 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8191 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -1104290.250000 Penalty: 2953.545898
	Iteration 40F: 3 clusters Score -1104290 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8193 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -1104292.500000 Penalty: 2953.545898
	Iteration 41Q: 3 clusters Score -1104292 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8198 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -1104295.375000 Penalty: 2953.545898
	Iteration 42Q: 3 clusters Score -1104295 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8202 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -1104295.875000 Penalty: 2953.545898
	Iteration 43Q: 3 clusters Score -1104296 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8205 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -1104297.750000 Penalty: 2953.545898
	Iteration 44Q: 3 clusters Score -1104298 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8206 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -1104295.625000 Penalty: 2953.545898
	Iteration 45Q: 3 clusters Score -1104296 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8206 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -1104295.625000 Penalty: 2953.545898
	Iteration 46F: 3 clusters Score -1104296 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (3829 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Entering Unmasked Estep 
Score: -470511.187500 Penalty: 1340.683228
	Iteration 0F: 2 clusters Score -470511.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -467249.281250 Penalty: 2681.366455
	Iteration 0F: 3 clusters Score -467249.3 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -468097.656250 Penalty: 2681.366455
	Iteration 1F: 3 clusters Score -468097.7 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -468299.437500 Penalty: 2681.366455
	Iteration 2F: 3 clusters Score -468299.4 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -468439.500000 Penalty: 2681.366455
	Iteration 3F: 3 clusters Score -468439.5 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -468542.625000 Penalty: 2681.366455
	Iteration 4Q: 3 clusters Score -468542.6 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -468627.218750 Penalty: 2681.366455
	Iteration 5Q: 3 clusters Score -468627.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -468701.031250 Penalty: 2681.366455
	Iteration 6Q: 3 clusters Score -468701 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -468765.281250 Penalty: 2681.366455
	Iteration 7Q: 3 clusters Score -468765.3 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -468829.812500 Penalty: 2681.366455
	Iteration 8Q: 3 clusters Score -468829.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -468888.968750 Penalty: 2681.366455
	Iteration 9Q: 3 clusters Score -468889 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -468945.375000 Penalty: 2681.366455
	Iteration 10Q: 3 clusters Score -468945.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -468992.000000 Penalty: 2681.366455
	Iteration 11Q: 3 clusters Score -468992 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -469032.343750 Penalty: 2681.366455
	Iteration 12Q: 3 clusters Score -469032.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -469070.500000 Penalty: 2681.366455
	Iteration 13Q: 3 clusters Score -469070.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -469102.968750 Penalty: 2681.366455
	Iteration 14Q: 3 clusters Score -469103 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -469139.187500 Penalty: 2681.366455
	Iteration 15Q: 3 clusters Score -469139.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -469173.656250 Penalty: 2681.366455
	Iteration 16Q: 3 clusters Score -469173.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -469201.812500 Penalty: 2681.366455
	Iteration 17Q: 3 clusters Score -469201.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -469224.093750 Penalty: 2681.366455
	Iteration 18Q: 3 clusters Score -469224.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -469248.500000 Penalty: 2681.366455
	Iteration 19Q: 3 clusters Score -469248.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -469282.968750 Penalty: 2681.366455
	Iteration 20F: 3 clusters Score -469283 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -469318.250000 Penalty: 2681.366455
	Iteration 21Q: 3 clusters Score -469318.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -469343.687500 Penalty: 2681.366455
	Iteration 22Q: 3 clusters Score -469343.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -469362.281250 Penalty: 2681.366455
	Iteration 23Q: 3 clusters Score -469362.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -469373.343750 Penalty: 2681.366455
	Iteration 24Q: 3 clusters Score -469373.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -469381.500000 Penalty: 2681.366455
	Iteration 25Q: 3 clusters Score -469381.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -469387.812500 Penalty: 2681.366455
	Iteration 26Q: 3 clusters Score -469387.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -469392.000000 Penalty: 2681.366455
	Iteration 27Q: 3 clusters Score -469392 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -469396.187500 Penalty: 2681.366455
	Iteration 28Q: 3 clusters Score -469396.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -469402.218750 Penalty: 2681.366455
	Iteration 29Q: 3 clusters Score -469402.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -469407.500000 Penalty: 2681.366455
	Iteration 30Q: 3 clusters Score -469407.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -469413.468750 Penalty: 2681.366455
	Iteration 31Q: 3 clusters Score -469413.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -469420.656250 Penalty: 2681.366455
	Iteration 32Q: 3 clusters Score -469420.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -469427.968750 Penalty: 2681.366455
	Iteration 33Q: 3 clusters Score -469428 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -469434.250000 Penalty: 2681.366455
	Iteration 34Q: 3 clusters Score -469434.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -469437.656250 Penalty: 2681.366455
	Iteration 35Q: 3 clusters Score -469437.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -469440.000000 Penalty: 2681.366455
	Iteration 36Q: 3 clusters Score -469440 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -469441.937500 Penalty: 2681.366455
	Iteration 37Q: 3 clusters Score -469441.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -469444.437500 Penalty: 2681.366455
	Iteration 38Q: 3 clusters Score -469444.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -469446.218750 Penalty: 2681.366455
	Iteration 39Q: 3 clusters Score -469446.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -469447.687500 Penalty: 2681.366455
	Iteration 40F: 3 clusters Score -469447.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -469448.812500 Penalty: 2681.366455
	Iteration 41Q: 3 clusters Score -469448.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -469449.781250 Penalty: 2681.366455
	Iteration 42Q: 3 clusters Score -469449.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -469449.031250 Penalty: 2681.366455
	Iteration 43Q: 3 clusters Score -469449 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -469449.031250 Penalty: 2681.366455
	Iteration 44F: 3 clusters Score -469449 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (7718 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7718 members 
Entering Unmasked Estep 
Score: -869654.812500 Penalty: 1454.587891
	Iteration 0F: 2 clusters Score -869654.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -864014.562500 Penalty: 2909.175781
	Iteration 0F: 3 clusters Score -864014.6 nChanged 3251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -865894.000000 Penalty: 2909.175781
	Iteration 1F: 3 clusters Score -865894 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -866291.000000 Penalty: 2909.175781
	Iteration 2F: 3 clusters Score -866291 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -866563.687500 Penalty: 2909.175781
	Iteration 3F: 3 clusters Score -866563.7 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -866800.250000 Penalty: 2909.175781
	Iteration 4F: 3 clusters Score -866800.2 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -866985.937500 Penalty: 2909.175781
	Iteration 5Q: 3 clusters Score -866985.9 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -867127.062500 Penalty: 2909.175781
	Iteration 6Q: 3 clusters Score -867127.1 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -867239.625000 Penalty: 2909.175781
	Iteration 7Q: 3 clusters Score -867239.6 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -867339.062500 Penalty: 2909.175781
	Iteration 8Q: 3 clusters Score -867339.1 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -867425.000000 Penalty: 2909.175781
	Iteration 9Q: 3 clusters Score -867425 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -867522.500000 Penalty: 2909.175781
	Iteration 10Q: 3 clusters Score -867522.5 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -867602.875000 Penalty: 2909.175781
	Iteration 11Q: 3 clusters Score -867602.9 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -867686.750000 Penalty: 2909.175781
	Iteration 12Q: 3 clusters Score -867686.8 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -867762.875000 Penalty: 2909.175781
	Iteration 13Q: 3 clusters Score -867762.9 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -867826.875000 Penalty: 2909.175781
	Iteration 14Q: 3 clusters Score -867826.9 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -867874.500000 Penalty: 2909.175781
	Iteration 15Q: 3 clusters Score -867874.5 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -867933.875000 Penalty: 2909.175781
	Iteration 16Q: 3 clusters Score -867933.9 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -868000.000000 Penalty: 2909.175781
	Iteration 17Q: 3 clusters Score -868000 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -868050.500000 Penalty: 2909.175781
	Iteration 18Q: 3 clusters Score -868050.5 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -868097.562500 Penalty: 2909.175781
	Iteration 19Q: 3 clusters Score -868097.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 5114 members 
Entering Unmasked Estep 
Score: -868141.625000 Penalty: 2909.175781
	Iteration 20F: 3 clusters Score -868141.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 5190 members 
Entering Unmasked Estep 
Score: -868173.937500 Penalty: 2909.175781
	Iteration 21Q: 3 clusters Score -868173.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 5245 members 
Entering Unmasked Estep 
Score: -868197.250000 Penalty: 2909.175781
	Iteration 22Q: 3 clusters Score -868197.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 5296 members 
Entering Unmasked Estep 
Score: -868225.312500 Penalty: 2909.175781
	Iteration 23Q: 3 clusters Score -868225.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 5343 members 
Entering Unmasked Estep 
Score: -868245.437500 Penalty: 2909.175781
	Iteration 24Q: 3 clusters Score -868245.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 5398 members 
Entering Unmasked Estep 
Score: -868271.125000 Penalty: 2909.175781
	Iteration 25Q: 3 clusters Score -868271.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 5448 members 
Entering Unmasked Estep 
Score: -868291.937500 Penalty: 2909.175781
	Iteration 26Q: 3 clusters Score -868291.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 5499 members 
Entering Unmasked Estep 
Score: -868317.437500 Penalty: 2909.175781
	Iteration 27Q: 3 clusters Score -868317.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 5552 members 
Entering Unmasked Estep 
Score: -868332.937500 Penalty: 2909.175781
	Iteration 28Q: 3 clusters Score -868332.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 5587 members 
Entering Unmasked Estep 
Score: -868345.875000 Penalty: 2909.175781
	Iteration 29Q: 3 clusters Score -868345.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 5623 members 
Entering Unmasked Estep 
Score: -868359.875000 Penalty: 2909.175781
	Iteration 30Q: 3 clusters Score -868359.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 5663 members 
Entering Unmasked Estep 
Score: -868369.937500 Penalty: 2909.175781
	Iteration 31Q: 3 clusters Score -868369.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 5701 members 
Entering Unmasked Estep 
Score: -868377.125000 Penalty: 2909.175781
	Iteration 32Q: 3 clusters Score -868377.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 5742 members 
Entering Unmasked Estep 
Score: -868390.187500 Penalty: 2909.175781
	Iteration 33Q: 3 clusters Score -868390.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 5766 members 
Entering Unmasked Estep 
Score: -868397.375000 Penalty: 2909.175781
	Iteration 34Q: 3 clusters Score -868397.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 5791 members 
Entering Unmasked Estep 
Score: -868404.562500 Penalty: 2909.175781
	Iteration 35Q: 3 clusters Score -868404.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 5810 members 
Entering Unmasked Estep 
Score: -868410.750000 Penalty: 2909.175781
	Iteration 36Q: 3 clusters Score -868410.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 5835 members 
Entering Unmasked Estep 
Score: -868419.250000 Penalty: 2909.175781
	Iteration 37Q: 3 clusters Score -868419.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 5858 members 
Entering Unmasked Estep 
Score: -868423.312500 Penalty: 2909.175781
	Iteration 38Q: 3 clusters Score -868423.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 5881 members 
Entering Unmasked Estep 
Score: -868430.625000 Penalty: 2909.175781
	Iteration 39Q: 3 clusters Score -868430.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 5906 members 
Entering Unmasked Estep 
Score: -868436.375000 Penalty: 2909.175781
	Iteration 40F: 3 clusters Score -868436.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 5925 members 
Entering Unmasked Estep 
Score: -868441.687500 Penalty: 2909.175781
	Iteration 41Q: 3 clusters Score -868441.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 5953 members 
Entering Unmasked Estep 
Score: -868450.375000 Penalty: 2909.175781
	Iteration 42Q: 3 clusters Score -868450.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 5992 members 
Entering Unmasked Estep 
Score: -868465.250000 Penalty: 2909.175781
	Iteration 43Q: 3 clusters Score -868465.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 6031 members 
Entering Unmasked Estep 
Score: -868479.000000 Penalty: 2909.175781
	Iteration 44Q: 3 clusters Score -868479 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 6060 members 
Entering Unmasked Estep 
Score: -868485.750000 Penalty: 2909.175781
	Iteration 45Q: 3 clusters Score -868485.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 6090 members 
Entering Unmasked Estep 
Score: -868496.375000 Penalty: 2909.175781
	Iteration 46Q: 3 clusters Score -868496.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 6121 members 
Entering Unmasked Estep 
Score: -868507.250000 Penalty: 2909.175781
	Iteration 47Q: 3 clusters Score -868507.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 6148 members 
Entering Unmasked Estep 
Score: -868519.375000 Penalty: 2909.175781
	Iteration 48Q: 3 clusters Score -868519.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 6174 members 
Entering Unmasked Estep 
Score: -868525.875000 Penalty: 2909.175781
	Iteration 49Q: 3 clusters Score -868525.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 6194 members 
Entering Unmasked Estep 
Score: -868529.500000 Penalty: 2909.175781
	Iteration 50Q: 3 clusters Score -868529.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 6213 members 
Entering Unmasked Estep 
Score: -868537.000000 Penalty: 2909.175781
	Iteration 51Q: 3 clusters Score -868537 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 6229 members 
Entering Unmasked Estep 
Score: -868539.312500 Penalty: 2909.175781
	Iteration 52Q: 3 clusters Score -868539.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 6247 members 
Entering Unmasked Estep 
Score: -868543.812500 Penalty: 2909.175781
	Iteration 53Q: 3 clusters Score -868543.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 6265 members 
Entering Unmasked Estep 
Score: -868552.750000 Penalty: 2909.175781
	Iteration 54Q: 3 clusters Score -868552.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 6281 members 
Entering Unmasked Estep 
Score: -868559.500000 Penalty: 2909.175781
	Iteration 55Q: 3 clusters Score -868559.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 6292 members 
Entering Unmasked Estep 
Score: -868564.937500 Penalty: 2909.175781
	Iteration 56Q: 3 clusters Score -868564.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 6306 members 
Entering Unmasked Estep 
Score: -868571.312500 Penalty: 2909.175781
	Iteration 57Q: 3 clusters Score -868571.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 6316 members 
Entering Unmasked Estep 
Score: -868575.687500 Penalty: 2909.175781
	Iteration 58Q: 3 clusters Score -868575.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 6326 members 
Entering Unmasked Estep 
Score: -868576.750000 Penalty: 2909.175781
	Iteration 59Q: 3 clusters Score -868576.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 6333 members 
Entering Unmasked Estep 
Score: -868580.250000 Penalty: 2909.175781
	Iteration 60F: 3 clusters Score -868580.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 6342 members 
Entering Unmasked Estep 
Score: -868584.500000 Penalty: 2909.175781
	Iteration 61Q: 3 clusters Score -868584.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 6354 members 
Entering Unmasked Estep 
Score: -868586.500000 Penalty: 2909.175781
	Iteration 62Q: 3 clusters Score -868586.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 6361 members 
Entering Unmasked Estep 
Score: -868587.500000 Penalty: 2909.175781
	Iteration 63Q: 3 clusters Score -868587.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 6368 members 
Entering Unmasked Estep 
Score: -868588.000000 Penalty: 2909.175781
	Iteration 64Q: 3 clusters Score -868588 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 6372 members 
Entering Unmasked Estep 
Score: -868589.937500 Penalty: 2909.175781
	Iteration 65Q: 3 clusters Score -868589.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 6373 members 
Entering Unmasked Estep 
Score: -868588.750000 Penalty: 2909.175781
	Iteration 66Q: 3 clusters Score -868588.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 6375 members 
Entering Unmasked Estep 
Score: -868590.562500 Penalty: 2909.175781
	Iteration 67Q: 3 clusters Score -868590.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 6375 members 
Entering Unmasked Estep 
Score: -868590.562500 Penalty: 2909.175781
	Iteration 68F: 3 clusters Score -868590.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (6678 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6678 members 
Entering Unmasked Estep 
Score: -844611.812500 Penalty: 1431.068237
	Iteration 0F: 2 clusters Score -844611.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -839583.750000 Penalty: 2862.136475
	Iteration 0F: 3 clusters Score -839583.8 nChanged 2822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -841218.562500 Penalty: 2862.136475
	Iteration 1F: 3 clusters Score -841218.6 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -841499.125000 Penalty: 2862.136475
	Iteration 2F: 3 clusters Score -841499.1 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -841746.500000 Penalty: 2862.136475
	Iteration 3F: 3 clusters Score -841746.5 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -841994.937500 Penalty: 2862.136475
	Iteration 4F: 3 clusters Score -841994.9 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -842211.062500 Penalty: 2862.136475
	Iteration 5F: 3 clusters Score -842211.1 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5222 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -842401.562500 Penalty: 2862.136475
	Iteration 6Q: 3 clusters Score -842401.6 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -842567.812500 Penalty: 2862.136475
	Iteration 7Q: 3 clusters Score -842567.8 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5660 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -842716.250000 Penalty: 2862.136475
	Iteration 8Q: 3 clusters Score -842716.2 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5854 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -842864.437500 Penalty: 2862.136475
	Iteration 9Q: 3 clusters Score -842864.4 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5995 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -842972.687500 Penalty: 2862.136475
	Iteration 10Q: 3 clusters Score -842972.7 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6125 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -843077.875000 Penalty: 2862.136475
	Iteration 11Q: 3 clusters Score -843077.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6209 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -843143.375000 Penalty: 2862.136475
	Iteration 12Q: 3 clusters Score -843143.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6274 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -843197.125000 Penalty: 2862.136475
	Iteration 13Q: 3 clusters Score -843197.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6322 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -843248.562500 Penalty: 2862.136475
	Iteration 14Q: 3 clusters Score -843248.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6360 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -843287.750000 Penalty: 2862.136475
	Iteration 15Q: 3 clusters Score -843287.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6380 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -843315.562500 Penalty: 2862.136475
	Iteration 16Q: 3 clusters Score -843315.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6391 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -843330.312500 Penalty: 2862.136475
	Iteration 17Q: 3 clusters Score -843330.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6399 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -843345.000000 Penalty: 2862.136475
	Iteration 18Q: 3 clusters Score -843345 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6402 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -843355.375000 Penalty: 2862.136475
	Iteration 19Q: 3 clusters Score -843355.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6411 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -843361.250000 Penalty: 2862.136475
	Iteration 20F: 3 clusters Score -843361.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6415 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -843365.437500 Penalty: 2862.136475
	Iteration 21Q: 3 clusters Score -843365.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6417 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -843367.000000 Penalty: 2862.136475
	Iteration 22Q: 3 clusters Score -843367 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6418 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -843368.000000 Penalty: 2862.136475
	Iteration 23Q: 3 clusters Score -843368 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6418 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -843368.000000 Penalty: 2862.136475
	Iteration 24F: 3 clusters Score -843368 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (23468 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23468 members 
Entering Unmasked Estep 
Score: -2961578.500000 Penalty: 1635.301270
	Iteration 0F: 2 clusters Score -2961578 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11768 members 
Mstep: Class 2 contains 11700 members 
Entering Unmasked Estep 
Score: -2945767.000000 Penalty: 3270.602539
	Iteration 0F: 3 clusters Score -2945767 nChanged 10646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12170 members 
Mstep: Class 2 contains 11298 members 
Entering Unmasked Estep 
Score: -2952045.500000 Penalty: 3270.602539
	Iteration 1F: 3 clusters Score -2952046 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12522 members 
Mstep: Class 2 contains 10946 members 
Entering Unmasked Estep 
Score: -2952844.250000 Penalty: 3270.602539
	Iteration 2F: 3 clusters Score -2952844 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13130 members 
Mstep: Class 2 contains 10338 members 
Entering Unmasked Estep 
Score: -2953638.000000 Penalty: 3270.602539
	Iteration 3F: 3 clusters Score -2953638 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13991 members 
Mstep: Class 2 contains 9477 members 
Entering Unmasked Estep 
Score: -2954502.000000 Penalty: 3270.602539
	Iteration 4F: 3 clusters Score -2954502 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15090 members 
Mstep: Class 2 contains 8378 members 
Entering Unmasked Estep 
Score: -2955506.500000 Penalty: 3270.602539
	Iteration 5F: 3 clusters Score -2955506 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16285 members 
Mstep: Class 2 contains 7183 members 
Entering Unmasked Estep 
Score: -2956574.500000 Penalty: 3270.602539
	Iteration 6F: 3 clusters Score -2956574 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17409 members 
Mstep: Class 2 contains 6059 members 
Entering Unmasked Estep 
Score: -2957624.250000 Penalty: 3270.602539
	Iteration 7F: 3 clusters Score -2957624 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18398 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -2958550.250000 Penalty: 3270.602539
	Iteration 8Q: 3 clusters Score -2958550 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19191 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -2959157.500000 Penalty: 3270.602539
	Iteration 9Q: 3 clusters Score -2959158 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19821 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -2959590.000000 Penalty: 3270.602539
	Iteration 10Q: 3 clusters Score -2959590 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20342 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -2959893.000000 Penalty: 3270.602539
	Iteration 11Q: 3 clusters Score -2959893 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20813 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -2960180.250000 Penalty: 3270.602539
	Iteration 12Q: 3 clusters Score -2960180 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21243 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -2960459.250000 Penalty: 3270.602539
	Iteration 13Q: 3 clusters Score -2960459 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21641 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -2960741.000000 Penalty: 3270.602539
	Iteration 14Q: 3 clusters Score -2960741 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21963 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -2960976.500000 Penalty: 3270.602539
	Iteration 15Q: 3 clusters Score -2960976 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22210 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -2961153.250000 Penalty: 3270.602539
	Iteration 16Q: 3 clusters Score -2961153 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22384 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -2961305.250000 Penalty: 3270.602539
	Iteration 17Q: 3 clusters Score -2961305 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22503 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -2961414.250000 Penalty: 3270.602539
	Iteration 18Q: 3 clusters Score -2961414 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22580 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -2961473.000000 Penalty: 3270.602539
	Iteration 19Q: 3 clusters Score -2961473 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22623 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -2961494.250000 Penalty: 3270.602539
	Iteration 20F: 3 clusters Score -2961494 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22653 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -2961517.500000 Penalty: 3270.602539
	Iteration 21Q: 3 clusters Score -2961518 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22677 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -2961526.500000 Penalty: 3270.602539
	Iteration 22Q: 3 clusters Score -2961526 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22696 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -2961536.500000 Penalty: 3270.602539
	Iteration 23Q: 3 clusters Score -2961536 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22708 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -2961542.750000 Penalty: 3270.602539
	Iteration 24Q: 3 clusters Score -2961543 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22714 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -2961546.000000 Penalty: 3270.602539
	Iteration 25Q: 3 clusters Score -2961546 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22719 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -2961546.500000 Penalty: 3270.602539
	Iteration 26Q: 3 clusters Score -2961546 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22725 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -2961551.250000 Penalty: 3270.602539
	Iteration 27Q: 3 clusters Score -2961551 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22727 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -2961547.000000 Penalty: 3270.602539
	Iteration 28Q: 3 clusters Score -2961547 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22729 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -2961548.750000 Penalty: 3270.602539
	Iteration 29Q: 3 clusters Score -2961549 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22730 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -2961548.500000 Penalty: 3270.602539
	Iteration 30Q: 3 clusters Score -2961548 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22730 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -2961548.500000 Penalty: 3270.602539
	Iteration 31F: 3 clusters Score -2961548 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (39938 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39938 members 
Entering Unmasked Estep 
Score: -5054790.000000 Penalty: 1721.701050
	Iteration 0F: 2 clusters Score -5054790 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19935 members 
Mstep: Class 2 contains 20003 members 
Entering Unmasked Estep 
Score: -5028111.000000 Penalty: 3443.402100
	Iteration 0F: 3 clusters Score -5028111 nChanged 18567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19434 members 
Mstep: Class 2 contains 20504 members 
Entering Unmasked Estep 
Score: -5038932.500000 Penalty: 3443.402100
	Iteration 1F: 3 clusters Score -5038932 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19162 members 
Mstep: Class 2 contains 20776 members 
Entering Unmasked Estep 
Score: -5039803.000000 Penalty: 3443.402100
	Iteration 2Q: 3 clusters Score -5039803 nChanged 2185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18753 members 
Mstep: Class 2 contains 21185 members 
Entering Unmasked Estep 
Score: -5041025.000000 Penalty: 3443.402100
	Iteration 3F: 3 clusters Score -5041025 nChanged 2310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18123 members 
Mstep: Class 2 contains 21815 members 
Entering Unmasked Estep 
Score: -5042361.000000 Penalty: 3443.402100
	Iteration 4F: 3 clusters Score -5042361 nChanged 2460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17223 members 
Mstep: Class 2 contains 22715 members 
Entering Unmasked Estep 
Score: -5043997.500000 Penalty: 3443.402100
	Iteration 5F: 3 clusters Score -5043998 nChanged 2650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16115 members 
Mstep: Class 2 contains 23823 members 
Entering Unmasked Estep 
Score: -5045973.000000 Penalty: 3443.402100
	Iteration 6F: 3 clusters Score -5045973 nChanged 2467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15030 members 
Mstep: Class 2 contains 24908 members 
Entering Unmasked Estep 
Score: -5047941.000000 Penalty: 3443.402100
	Iteration 7F: 3 clusters Score -5047941 nChanged 2145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14121 members 
Mstep: Class 2 contains 25817 members 
Entering Unmasked Estep 
Score: -5049562.500000 Penalty: 3443.402100
	Iteration 8F: 3 clusters Score -5049562 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13357 members 
Mstep: Class 2 contains 26581 members 
Entering Unmasked Estep 
Score: -5050576.000000 Penalty: 3443.402100
	Iteration 9Q: 3 clusters Score -5050576 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12747 members 
Mstep: Class 2 contains 27191 members 
Entering Unmasked Estep 
Score: -5051131.000000 Penalty: 3443.402100
	Iteration 10Q: 3 clusters Score -5051131 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12259 members 
Mstep: Class 2 contains 27679 members 
Entering Unmasked Estep 
Score: -5051456.500000 Penalty: 3443.402100
	Iteration 11Q: 3 clusters Score -5051456 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11846 members 
Mstep: Class 2 contains 28092 members 
Entering Unmasked Estep 
Score: -5051692.500000 Penalty: 3443.402100
	Iteration 12Q: 3 clusters Score -5051692 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11499 members 
Mstep: Class 2 contains 28439 members 
Entering Unmasked Estep 
Score: -5051807.000000 Penalty: 3443.402100
	Iteration 13Q: 3 clusters Score -5051807 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11196 members 
Mstep: Class 2 contains 28742 members 
Entering Unmasked Estep 
Score: -5051908.000000 Penalty: 3443.402100
	Iteration 14Q: 3 clusters Score -5051908 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10946 members 
Mstep: Class 2 contains 28992 members 
Entering Unmasked Estep 
Score: -5051958.000000 Penalty: 3443.402100
	Iteration 15Q: 3 clusters Score -5051958 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10705 members 
Mstep: Class 2 contains 29233 members 
Entering Unmasked Estep 
Score: -5052006.500000 Penalty: 3443.402100
	Iteration 16Q: 3 clusters Score -5052006 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10437 members 
Mstep: Class 2 contains 29501 members 
Entering Unmasked Estep 
Score: -5052087.500000 Penalty: 3443.402100
	Iteration 17Q: 3 clusters Score -5052088 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10189 members 
Mstep: Class 2 contains 29749 members 
Entering Unmasked Estep 
Score: -5052153.500000 Penalty: 3443.402100
	Iteration 18Q: 3 clusters Score -5052154 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9929 members 
Mstep: Class 2 contains 30009 members 
Entering Unmasked Estep 
Score: -5052185.000000 Penalty: 3443.402100
	Iteration 19Q: 3 clusters Score -5052185 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9678 members 
Mstep: Class 2 contains 30260 members 
Entering Unmasked Estep 
Score: -5052203.000000 Penalty: 3443.402100
	Iteration 20F: 3 clusters Score -5052203 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9443 members 
Mstep: Class 2 contains 30495 members 
Entering Unmasked Estep 
Score: -5052254.500000 Penalty: 3443.402100
	Iteration 21Q: 3 clusters Score -5052254 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9204 members 
Mstep: Class 2 contains 30734 members 
Entering Unmasked Estep 
Score: -5052296.000000 Penalty: 3443.402100
	Iteration 22Q: 3 clusters Score -5052296 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8952 members 
Mstep: Class 2 contains 30986 members 
Entering Unmasked Estep 
Score: -5052348.000000 Penalty: 3443.402100
	Iteration 23Q: 3 clusters Score -5052348 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8707 members 
Mstep: Class 2 contains 31231 members 
Entering Unmasked Estep 
Score: -5052397.000000 Penalty: 3443.402100
	Iteration 24Q: 3 clusters Score -5052397 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8476 members 
Mstep: Class 2 contains 31462 members 
Entering Unmasked Estep 
Score: -5052429.500000 Penalty: 3443.402100
	Iteration 25Q: 3 clusters Score -5052430 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8255 members 
Mstep: Class 2 contains 31683 members 
Entering Unmasked Estep 
Score: -5052468.500000 Penalty: 3443.402100
	Iteration 26Q: 3 clusters Score -5052468 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8043 members 
Mstep: Class 2 contains 31895 members 
Entering Unmasked Estep 
Score: -5052500.500000 Penalty: 3443.402100
	Iteration 27Q: 3 clusters Score -5052500 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7825 members 
Mstep: Class 2 contains 32113 members 
Entering Unmasked Estep 
Score: -5052527.000000 Penalty: 3443.402100
	Iteration 28Q: 3 clusters Score -5052527 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7621 members 
Mstep: Class 2 contains 32317 members 
Entering Unmasked Estep 
Score: -5052569.500000 Penalty: 3443.402100
	Iteration 29Q: 3 clusters Score -5052570 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7438 members 
Mstep: Class 2 contains 32500 members 
Entering Unmasked Estep 
Score: -5052592.500000 Penalty: 3443.402100
	Iteration 30Q: 3 clusters Score -5052592 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7263 members 
Mstep: Class 2 contains 32675 members 
Entering Unmasked Estep 
Score: -5052608.500000 Penalty: 3443.402100
	Iteration 31Q: 3 clusters Score -5052608 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7102 members 
Mstep: Class 2 contains 32836 members 
Entering Unmasked Estep 
Score: -5052625.000000 Penalty: 3443.402100
	Iteration 32Q: 3 clusters Score -5052625 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6940 members 
Mstep: Class 2 contains 32998 members 
Entering Unmasked Estep 
Score: -5052658.000000 Penalty: 3443.402100
	Iteration 33Q: 3 clusters Score -5052658 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6786 members 
Mstep: Class 2 contains 33152 members 
Entering Unmasked Estep 
Score: -5052660.500000 Penalty: 3443.402100
	Iteration 34Q: 3 clusters Score -5052660 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6642 members 
Mstep: Class 2 contains 33296 members 
Entering Unmasked Estep 
Score: -5052706.000000 Penalty: 3443.402100
	Iteration 35Q: 3 clusters Score -5052706 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6460 members 
Mstep: Class 2 contains 33478 members 
Entering Unmasked Estep 
Score: -5052734.500000 Penalty: 3443.402100
	Iteration 36Q: 3 clusters Score -5052734 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6283 members 
Mstep: Class 2 contains 33655 members 
Entering Unmasked Estep 
Score: -5052762.500000 Penalty: 3443.402100
	Iteration 37Q: 3 clusters Score -5052762 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6116 members 
Mstep: Class 2 contains 33822 members 
Entering Unmasked Estep 
Score: -5052805.000000 Penalty: 3443.402100
	Iteration 38Q: 3 clusters Score -5052805 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5957 members 
Mstep: Class 2 contains 33981 members 
Entering Unmasked Estep 
Score: -5052808.000000 Penalty: 3443.402100
	Iteration 39Q: 3 clusters Score -5052808 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5799 members 
Mstep: Class 2 contains 34139 members 
Entering Unmasked Estep 
Score: -5052835.000000 Penalty: 3443.402100
	Iteration 40F: 3 clusters Score -5052835 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5647 members 
Mstep: Class 2 contains 34291 members 
Entering Unmasked Estep 
Score: -5052862.000000 Penalty: 3443.402100
	Iteration 41Q: 3 clusters Score -5052862 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5468 members 
Mstep: Class 2 contains 34470 members 
Entering Unmasked Estep 
Score: -5052910.000000 Penalty: 3443.402100
	Iteration 42Q: 3 clusters Score -5052910 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5281 members 
Mstep: Class 2 contains 34657 members 
Entering Unmasked Estep 
Score: -5052940.000000 Penalty: 3443.402100
	Iteration 43Q: 3 clusters Score -5052940 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 34820 members 
Entering Unmasked Estep 
Score: -5052963.000000 Penalty: 3443.402100
	Iteration 44Q: 3 clusters Score -5052963 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 34988 members 
Entering Unmasked Estep 
Score: -5053000.500000 Penalty: 3443.402100
	Iteration 45Q: 3 clusters Score -5053000 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 35158 members 
Entering Unmasked Estep 
Score: -5053061.500000 Penalty: 3443.402100
	Iteration 46Q: 3 clusters Score -5053062 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 35340 members 
Entering Unmasked Estep 
Score: -5053089.000000 Penalty: 3443.402100
	Iteration 47Q: 3 clusters Score -5053089 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 35520 members 
Entering Unmasked Estep 
Score: -5053157.000000 Penalty: 3443.402100
	Iteration 48Q: 3 clusters Score -5053157 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 35692 members 
Entering Unmasked Estep 
Score: -5053186.500000 Penalty: 3443.402100
	Iteration 49Q: 3 clusters Score -5053186 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 35854 members 
Entering Unmasked Estep 
Score: -5053236.500000 Penalty: 3443.402100
	Iteration 50Q: 3 clusters Score -5053236 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 36020 members 
Entering Unmasked Estep 
Score: -5053271.500000 Penalty: 3443.402100
	Iteration 51Q: 3 clusters Score -5053272 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 36179 members 
Entering Unmasked Estep 
Score: -5053311.000000 Penalty: 3443.402100
	Iteration 52Q: 3 clusters Score -5053311 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 36344 members 
Entering Unmasked Estep 
Score: -5053341.500000 Penalty: 3443.402100
	Iteration 53Q: 3 clusters Score -5053342 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 36508 members 
Entering Unmasked Estep 
Score: -5053382.000000 Penalty: 3443.402100
	Iteration 54Q: 3 clusters Score -5053382 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 36649 members 
Entering Unmasked Estep 
Score: -5053417.000000 Penalty: 3443.402100
	Iteration 55Q: 3 clusters Score -5053417 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 36793 members 
Entering Unmasked Estep 
Score: -5053469.000000 Penalty: 3443.402100
	Iteration 56Q: 3 clusters Score -5053469 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 36932 members 
Entering Unmasked Estep 
Score: -5053511.500000 Penalty: 3443.402100
	Iteration 57Q: 3 clusters Score -5053512 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 37060 members 
Entering Unmasked Estep 
Score: -5053558.500000 Penalty: 3443.402100
	Iteration 58Q: 3 clusters Score -5053558 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 37172 members 
Entering Unmasked Estep 
Score: -5053578.000000 Penalty: 3443.402100
	Iteration 59Q: 3 clusters Score -5053578 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 37268 members 
Entering Unmasked Estep 
Score: -5053607.500000 Penalty: 3443.402100
	Iteration 60F: 3 clusters Score -5053608 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 37357 members 
Entering Unmasked Estep 
Score: -5053635.000000 Penalty: 3443.402100
	Iteration 61Q: 3 clusters Score -5053635 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 37433 members 
Entering Unmasked Estep 
Score: -5053654.500000 Penalty: 3443.402100
	Iteration 62Q: 3 clusters Score -5053654 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 37498 members 
Entering Unmasked Estep 
Score: -5053664.000000 Penalty: 3443.402100
	Iteration 63Q: 3 clusters Score -5053664 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 37560 members 
Entering Unmasked Estep 
Score: -5053675.500000 Penalty: 3443.402100
	Iteration 64Q: 3 clusters Score -5053676 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 37621 members 
Entering Unmasked Estep 
Score: -5053698.000000 Penalty: 3443.402100
	Iteration 65Q: 3 clusters Score -5053698 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 37675 members 
Entering Unmasked Estep 
Score: -5053713.000000 Penalty: 3443.402100
	Iteration 66Q: 3 clusters Score -5053713 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 37725 members 
Entering Unmasked Estep 
Score: -5053711.500000 Penalty: 3443.402100
	Iteration 67Q: 3 clusters Score -5053712 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 37764 members 
Entering Unmasked Estep 
Score: -5053718.000000 Penalty: 3443.402100
	Iteration 68Q: 3 clusters Score -5053718 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 37798 members 
Entering Unmasked Estep 
Score: -5053736.500000 Penalty: 3443.402100
	Iteration 69Q: 3 clusters Score -5053736 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 37832 members 
Entering Unmasked Estep 
Score: -5053738.000000 Penalty: 3443.402100
	Iteration 70Q: 3 clusters Score -5053738 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 37863 members 
Entering Unmasked Estep 
Score: -5053743.000000 Penalty: 3443.402100
	Iteration 71Q: 3 clusters Score -5053743 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 37890 members 
Entering Unmasked Estep 
Score: -5053758.000000 Penalty: 3443.402100
	Iteration 72Q: 3 clusters Score -5053758 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 37918 members 
Entering Unmasked Estep 
Score: -5053760.500000 Penalty: 3443.402100
	Iteration 73Q: 3 clusters Score -5053760 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 37940 members 
Entering Unmasked Estep 
Score: -5053758.000000 Penalty: 3443.402100
	Iteration 74Q: 3 clusters Score -5053758 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 37960 members 
Entering Unmasked Estep 
Score: -5053758.000000 Penalty: 3443.402100
	Iteration 75Q: 3 clusters Score -5053758 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 37975 members 
Entering Unmasked Estep 
Score: -5053757.500000 Penalty: 3443.402100
	Iteration 76Q: 3 clusters Score -5053758 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 37989 members 
Entering Unmasked Estep 
Score: -5053759.000000 Penalty: 3443.402100
	Iteration 77Q: 3 clusters Score -5053759 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 37998 members 
Entering Unmasked Estep 
Score: -5053762.000000 Penalty: 3443.402100
	Iteration 78Q: 3 clusters Score -5053762 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 38009 members 
Entering Unmasked Estep 
Score: -5053767.000000 Penalty: 3443.402100
	Iteration 79Q: 3 clusters Score -5053767 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 38014 members 
Entering Unmasked Estep 
Score: -5053761.000000 Penalty: 3443.402100
	Iteration 80F: 3 clusters Score -5053761 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 38022 members 
Entering Unmasked Estep 
Score: -5053774.500000 Penalty: 3443.402100
	Iteration 81Q: 3 clusters Score -5053774 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 38029 members 
Entering Unmasked Estep 
Score: -5053767.000000 Penalty: 3443.402100
	Iteration 82Q: 3 clusters Score -5053767 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 38039 members 
Entering Unmasked Estep 
Score: -5053766.000000 Penalty: 3443.402100
	Iteration 83Q: 3 clusters Score -5053766 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 38050 members 
Entering Unmasked Estep 
Score: -5053772.500000 Penalty: 3443.402100
	Iteration 84Q: 3 clusters Score -5053772 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 38056 members 
Entering Unmasked Estep 
Score: -5053774.500000 Penalty: 3443.402100
	Iteration 85Q: 3 clusters Score -5053774 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 38064 members 
Entering Unmasked Estep 
Score: -5053774.000000 Penalty: 3443.402100
	Iteration 86Q: 3 clusters Score -5053774 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 38077 members 
Entering Unmasked Estep 
Score: -5053773.500000 Penalty: 3443.402100
	Iteration 87Q: 3 clusters Score -5053774 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 38088 members 
Entering Unmasked Estep 
Score: -5053780.500000 Penalty: 3443.402100
	Iteration 88Q: 3 clusters Score -5053780 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 38095 members 
Entering Unmasked Estep 
Score: -5053780.500000 Penalty: 3443.402100
	Iteration 89Q: 3 clusters Score -5053780 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 38100 members 
Entering Unmasked Estep 
Score: -5053782.000000 Penalty: 3443.402100
	Iteration 90Q: 3 clusters Score -5053782 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 38103 members 
Entering Unmasked Estep 
Score: -5053779.500000 Penalty: 3443.402100
	Iteration 91Q: 3 clusters Score -5053780 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 38106 members 
Entering Unmasked Estep 
Score: -5053782.500000 Penalty: 3443.402100
	Iteration 92Q: 3 clusters Score -5053782 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 38111 members 
Entering Unmasked Estep 
Score: -5053780.500000 Penalty: 3443.402100
	Iteration 93Q: 3 clusters Score -5053780 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 38112 members 
Entering Unmasked Estep 
Score: -5053777.000000 Penalty: 3443.402100
	Iteration 94Q: 3 clusters Score -5053777 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 38114 members 
Entering Unmasked Estep 
Score: -5053780.500000 Penalty: 3443.402100
	Iteration 95Q: 3 clusters Score -5053780 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 38115 members 
Entering Unmasked Estep 
Score: -5053776.000000 Penalty: 3443.402100
	Iteration 96Q: 3 clusters Score -5053776 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 38115 members 
Entering Unmasked Estep 
Score: -5053776.000000 Penalty: 3443.402100
	Iteration 97F: 3 clusters Score -5053776 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (17869 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17869 members 
Entering Unmasked Estep 
Score: -2249675.750000 Penalty: 1591.008789
	Iteration 0F: 2 clusters Score -2249676 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8937 members 
Mstep: Class 2 contains 8932 members 
Entering Unmasked Estep 
Score: -2237296.750000 Penalty: 3182.017578
	Iteration 0F: 3 clusters Score -2237297 nChanged 8123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9266 members 
Mstep: Class 2 contains 8603 members 
Entering Unmasked Estep 
Score: -2241688.250000 Penalty: 3182.017578
	Iteration 1F: 3 clusters Score -2241688 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9481 members 
Mstep: Class 2 contains 8388 members 
Entering Unmasked Estep 
Score: -2242033.750000 Penalty: 3182.017578
	Iteration 2F: 3 clusters Score -2242034 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9781 members 
Mstep: Class 2 contains 8088 members 
Entering Unmasked Estep 
Score: -2242368.750000 Penalty: 3182.017578
	Iteration 3Q: 3 clusters Score -2242369 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10180 members 
Mstep: Class 2 contains 7689 members 
Entering Unmasked Estep 
Score: -2242695.500000 Penalty: 3182.017578
	Iteration 4Q: 3 clusters Score -2242696 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10652 members 
Mstep: Class 2 contains 7217 members 
Entering Unmasked Estep 
Score: -2243058.250000 Penalty: 3182.017578
	Iteration 5Q: 3 clusters Score -2243058 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11222 members 
Mstep: Class 2 contains 6647 members 
Entering Unmasked Estep 
Score: -2243467.750000 Penalty: 3182.017578
	Iteration 6Q: 3 clusters Score -2243468 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11935 members 
Mstep: Class 2 contains 5934 members 
Entering Unmasked Estep 
Score: -2244032.500000 Penalty: 3182.017578
	Iteration 7F: 3 clusters Score -2244032 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12739 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -2244718.750000 Penalty: 3182.017578
	Iteration 8F: 3 clusters Score -2244719 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13568 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -2245415.500000 Penalty: 3182.017578
	Iteration 9F: 3 clusters Score -2245416 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14294 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -2246087.500000 Penalty: 3182.017578
	Iteration 10Q: 3 clusters Score -2246088 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14901 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -2246641.750000 Penalty: 3182.017578
	Iteration 11Q: 3 clusters Score -2246642 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15368 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -2247087.000000 Penalty: 3182.017578
	Iteration 12Q: 3 clusters Score -2247087 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15728 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -2247450.250000 Penalty: 3182.017578
	Iteration 13Q: 3 clusters Score -2247450 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15997 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -2247721.250000 Penalty: 3182.017578
	Iteration 14Q: 3 clusters Score -2247721 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16207 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -2247885.000000 Penalty: 3182.017578
	Iteration 15Q: 3 clusters Score -2247885 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16378 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -2248022.000000 Penalty: 3182.017578
	Iteration 16Q: 3 clusters Score -2248022 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16515 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -2248130.750000 Penalty: 3182.017578
	Iteration 17Q: 3 clusters Score -2248131 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16622 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -2248222.500000 Penalty: 3182.017578
	Iteration 18Q: 3 clusters Score -2248222 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16701 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -2248287.750000 Penalty: 3182.017578
	Iteration 19Q: 3 clusters Score -2248288 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16755 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -2248332.250000 Penalty: 3182.017578
	Iteration 20F: 3 clusters Score -2248332 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16816 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -2248377.000000 Penalty: 3182.017578
	Iteration 21Q: 3 clusters Score -2248377 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16854 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -2248401.750000 Penalty: 3182.017578
	Iteration 22Q: 3 clusters Score -2248402 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16887 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -2248422.250000 Penalty: 3182.017578
	Iteration 23Q: 3 clusters Score -2248422 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16917 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -2248428.000000 Penalty: 3182.017578
	Iteration 24Q: 3 clusters Score -2248428 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16933 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -2248432.250000 Penalty: 3182.017578
	Iteration 25Q: 3 clusters Score -2248432 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16938 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -2248433.000000 Penalty: 3182.017578
	Iteration 26Q: 3 clusters Score -2248433 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16945 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -2248436.750000 Penalty: 3182.017578
	Iteration 27Q: 3 clusters Score -2248437 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16947 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -2248439.250000 Penalty: 3182.017578
	Iteration 28Q: 3 clusters Score -2248439 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16946 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -2248440.750000 Penalty: 3182.017578
	Iteration 29Q: 3 clusters Score -2248441 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16950 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -2248446.000000 Penalty: 3182.017578
	Iteration 30Q: 3 clusters Score -2248446 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16955 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -2248451.500000 Penalty: 3182.017578
	Iteration 31Q: 3 clusters Score -2248452 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16959 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -2248455.750000 Penalty: 3182.017578
	Iteration 32Q: 3 clusters Score -2248456 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16963 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -2248455.250000 Penalty: 3182.017578
	Iteration 33Q: 3 clusters Score -2248455 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16965 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -2248453.750000 Penalty: 3182.017578
	Iteration 34Q: 3 clusters Score -2248454 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16969 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -2248456.000000 Penalty: 3182.017578
	Iteration 35Q: 3 clusters Score -2248456 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16970 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -2248455.500000 Penalty: 3182.017578
	Iteration 36Q: 3 clusters Score -2248456 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16971 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -2248454.750000 Penalty: 3182.017578
	Iteration 37Q: 3 clusters Score -2248455 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16971 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -2248454.750000 Penalty: 3182.017578
	Iteration 38F: 3 clusters Score -2248455 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (5009 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Entering Unmasked Estep 
Score: -606419.937500 Penalty: 1384.336060
	Iteration 0F: 2 clusters Score -606419.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -602445.125000 Penalty: 2768.672119
	Iteration 0F: 3 clusters Score -602445.1 nChanged 2065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -603547.812500 Penalty: 2768.672119
	Iteration 1F: 3 clusters Score -603547.8 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -603781.812500 Penalty: 2768.672119
	Iteration 2F: 3 clusters Score -603781.8 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -604002.625000 Penalty: 2768.672119
	Iteration 3F: 3 clusters Score -604002.6 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -604242.812500 Penalty: 2768.672119
	Iteration 4F: 3 clusters Score -604242.8 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -604494.062500 Penalty: 2768.672119
	Iteration 5F: 3 clusters Score -604494.1 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -604699.750000 Penalty: 2768.672119
	Iteration 6F: 3 clusters Score -604699.8 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -604870.562500 Penalty: 2768.672119
	Iteration 7Q: 3 clusters Score -604870.6 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -605030.500000 Penalty: 2768.672119
	Iteration 8Q: 3 clusters Score -605030.5 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -605163.250000 Penalty: 2768.672119
	Iteration 9Q: 3 clusters Score -605163.2 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -605288.812500 Penalty: 2768.672119
	Iteration 10Q: 3 clusters Score -605288.8 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -605395.187500 Penalty: 2768.672119
	Iteration 11Q: 3 clusters Score -605395.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -605494.250000 Penalty: 2768.672119
	Iteration 12Q: 3 clusters Score -605494.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -605574.500000 Penalty: 2768.672119
	Iteration 13Q: 3 clusters Score -605574.5 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -605668.375000 Penalty: 2768.672119
	Iteration 14Q: 3 clusters Score -605668.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -605738.687500 Penalty: 2768.672119
	Iteration 15Q: 3 clusters Score -605738.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -605783.500000 Penalty: 2768.672119
	Iteration 16Q: 3 clusters Score -605783.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -605816.375000 Penalty: 2768.672119
	Iteration 17Q: 3 clusters Score -605816.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -605844.375000 Penalty: 2768.672119
	Iteration 18Q: 3 clusters Score -605844.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -605875.437500 Penalty: 2768.672119
	Iteration 19Q: 3 clusters Score -605875.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -605914.312500 Penalty: 2768.672119
	Iteration 20F: 3 clusters Score -605914.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -605959.625000 Penalty: 2768.672119
	Iteration 21Q: 3 clusters Score -605959.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -606000.375000 Penalty: 2768.672119
	Iteration 22Q: 3 clusters Score -606000.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -606046.687500 Penalty: 2768.672119
	Iteration 23Q: 3 clusters Score -606046.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -606072.250000 Penalty: 2768.672119
	Iteration 24Q: 3 clusters Score -606072.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -606084.937500 Penalty: 2768.672119
	Iteration 25Q: 3 clusters Score -606084.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -606092.375000 Penalty: 2768.672119
	Iteration 26Q: 3 clusters Score -606092.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -606097.437500 Penalty: 2768.672119
	Iteration 27Q: 3 clusters Score -606097.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -606101.500000 Penalty: 2768.672119
	Iteration 28Q: 3 clusters Score -606101.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -606104.500000 Penalty: 2768.672119
	Iteration 29Q: 3 clusters Score -606104.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -606105.250000 Penalty: 2768.672119
	Iteration 30Q: 3 clusters Score -606105.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -606105.250000 Penalty: 2768.672119
	Iteration 31F: 3 clusters Score -606105.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (11407 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11407 members 
Entering Unmasked Estep 
Score: -1455806.125000 Penalty: 1518.072266
	Iteration 0F: 2 clusters Score -1455806 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5719 members 
Mstep: Class 2 contains 5688 members 
Entering Unmasked Estep 
Score: -1447795.375000 Penalty: 3036.144531
	Iteration 0F: 3 clusters Score -1447795 nChanged 4945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5612 members 
Mstep: Class 2 contains 5795 members 
Entering Unmasked Estep 
Score: -1450326.375000 Penalty: 3036.144531
	Iteration 1F: 3 clusters Score -1450326 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5482 members 
Mstep: Class 2 contains 5925 members 
Entering Unmasked Estep 
Score: -1450608.125000 Penalty: 3036.144531
	Iteration 2F: 3 clusters Score -1450608 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 6108 members 
Entering Unmasked Estep 
Score: -1450888.000000 Penalty: 3036.144531
	Iteration 3F: 3 clusters Score -1450888 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 6311 members 
Entering Unmasked Estep 
Score: -1451153.000000 Penalty: 3036.144531
	Iteration 4F: 3 clusters Score -1451153 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 6533 members 
Entering Unmasked Estep 
Score: -1451374.750000 Penalty: 3036.144531
	Iteration 5Q: 3 clusters Score -1451375 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 6797 members 
Entering Unmasked Estep 
Score: -1451601.750000 Penalty: 3036.144531
	Iteration 6Q: 3 clusters Score -1451602 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 7097 members 
Entering Unmasked Estep 
Score: -1451824.625000 Penalty: 3036.144531
	Iteration 7Q: 3 clusters Score -1451825 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 7433 members 
Entering Unmasked Estep 
Score: -1452045.000000 Penalty: 3036.144531
	Iteration 8Q: 3 clusters Score -1452045 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 7774 members 
Entering Unmasked Estep 
Score: -1452255.125000 Penalty: 3036.144531
	Iteration 9Q: 3 clusters Score -1452255 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 8129 members 
Entering Unmasked Estep 
Score: -1452469.375000 Penalty: 3036.144531
	Iteration 10Q: 3 clusters Score -1452469 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 8500 members 
Entering Unmasked Estep 
Score: -1452698.500000 Penalty: 3036.144531
	Iteration 11Q: 3 clusters Score -1452698 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 8890 members 
Entering Unmasked Estep 
Score: -1452955.625000 Penalty: 3036.144531
	Iteration 12Q: 3 clusters Score -1452956 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 9267 members 
Entering Unmasked Estep 
Score: -1453219.625000 Penalty: 3036.144531
	Iteration 13Q: 3 clusters Score -1453220 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 9645 members 
Entering Unmasked Estep 
Score: -1453516.875000 Penalty: 3036.144531
	Iteration 14Q: 3 clusters Score -1453517 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 9970 members 
Entering Unmasked Estep 
Score: -1453792.125000 Penalty: 3036.144531
	Iteration 15Q: 3 clusters Score -1453792 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 10230 members 
Entering Unmasked Estep 
Score: -1454015.375000 Penalty: 3036.144531
	Iteration 16Q: 3 clusters Score -1454015 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 10394 members 
Entering Unmasked Estep 
Score: -1454155.875000 Penalty: 3036.144531
	Iteration 17Q: 3 clusters Score -1454156 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 10506 members 
Entering Unmasked Estep 
Score: -1454238.250000 Penalty: 3036.144531
	Iteration 18Q: 3 clusters Score -1454238 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 10587 members 
Entering Unmasked Estep 
Score: -1454303.250000 Penalty: 3036.144531
	Iteration 19Q: 3 clusters Score -1454303 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 10654 members 
Entering Unmasked Estep 
Score: -1454361.750000 Penalty: 3036.144531
	Iteration 20F: 3 clusters Score -1454362 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 10707 members 
Entering Unmasked Estep 
Score: -1454394.750000 Penalty: 3036.144531
	Iteration 21Q: 3 clusters Score -1454395 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 10749 members 
Entering Unmasked Estep 
Score: -1454420.500000 Penalty: 3036.144531
	Iteration 22Q: 3 clusters Score -1454420 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 10775 members 
Entering Unmasked Estep 
Score: -1454436.125000 Penalty: 3036.144531
	Iteration 23Q: 3 clusters Score -1454436 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 10799 members 
Entering Unmasked Estep 
Score: -1454443.750000 Penalty: 3036.144531
	Iteration 24Q: 3 clusters Score -1454444 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 10819 members 
Entering Unmasked Estep 
Score: -1454454.125000 Penalty: 3036.144531
	Iteration 25Q: 3 clusters Score -1454454 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 10833 members 
Entering Unmasked Estep 
Score: -1454463.625000 Penalty: 3036.144531
	Iteration 26Q: 3 clusters Score -1454464 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 10843 members 
Entering Unmasked Estep 
Score: -1454466.750000 Penalty: 3036.144531
	Iteration 27Q: 3 clusters Score -1454467 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 10851 members 
Entering Unmasked Estep 
Score: -1454470.000000 Penalty: 3036.144531
	Iteration 28Q: 3 clusters Score -1454470 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 10863 members 
Entering Unmasked Estep 
Score: -1454476.250000 Penalty: 3036.144531
	Iteration 29Q: 3 clusters Score -1454476 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 10870 members 
Entering Unmasked Estep 
Score: -1454480.000000 Penalty: 3036.144531
	Iteration 30Q: 3 clusters Score -1454480 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 10872 members 
Entering Unmasked Estep 
Score: -1454483.250000 Penalty: 3036.144531
	Iteration 31Q: 3 clusters Score -1454483 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 10874 members 
Entering Unmasked Estep 
Score: -1454482.750000 Penalty: 3036.144531
	Iteration 32Q: 3 clusters Score -1454483 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 10874 members 
Entering Unmasked Estep 
Score: -1454482.750000 Penalty: 3036.144531
	Iteration 33F: 3 clusters Score -1454483 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (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: -290918.250000 Penalty: 1267.726074
	Iteration 0F: 2 clusters Score -290918.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -288553.000000 Penalty: 2535.452148
	Iteration 0F: 3 clusters Score -288553 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -289149.843750 Penalty: 2535.452148
	Iteration 1F: 3 clusters Score -289149.8 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -289347.000000 Penalty: 2535.452148
	Iteration 2F: 3 clusters Score -289347 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -289488.531250 Penalty: 2535.452148
	Iteration 3F: 3 clusters Score -289488.5 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -289620.656250 Penalty: 2535.452148
	Iteration 4F: 3 clusters Score -289620.7 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -289745.437500 Penalty: 2535.452148
	Iteration 5F: 3 clusters Score -289745.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -289831.531250 Penalty: 2535.452148
	Iteration 6Q: 3 clusters Score -289831.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -289887.250000 Penalty: 2535.452148
	Iteration 7Q: 3 clusters Score -289887.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -289940.843750 Penalty: 2535.452148
	Iteration 8Q: 3 clusters Score -289940.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -289983.218750 Penalty: 2535.452148
	Iteration 9Q: 3 clusters Score -289983.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -290005.500000 Penalty: 2535.452148
	Iteration 10Q: 3 clusters Score -290005.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -290025.437500 Penalty: 2535.452148
	Iteration 11Q: 3 clusters Score -290025.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -290038.218750 Penalty: 2535.452148
	Iteration 12Q: 3 clusters Score -290038.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -290048.500000 Penalty: 2535.452148
	Iteration 13Q: 3 clusters Score -290048.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -290056.218750 Penalty: 2535.452148
	Iteration 14Q: 3 clusters Score -290056.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -290061.156250 Penalty: 2535.452148
	Iteration 15Q: 3 clusters Score -290061.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -290064.812500 Penalty: 2535.452148
	Iteration 16Q: 3 clusters Score -290064.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -290066.468750 Penalty: 2535.452148
	Iteration 17Q: 3 clusters Score -290066.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -290070.375000 Penalty: 2535.452148
	Iteration 18Q: 3 clusters Score -290070.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -290072.093750 Penalty: 2535.452148
	Iteration 19Q: 3 clusters Score -290072.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -290073.687500 Penalty: 2535.452148
	Iteration 20F: 3 clusters Score -290073.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -290074.125000 Penalty: 2535.452148
	Iteration 21Q: 3 clusters Score -290074.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -290074.781250 Penalty: 2535.452148
	Iteration 22Q: 3 clusters Score -290074.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -290075.187500 Penalty: 2535.452148
	Iteration 23Q: 3 clusters Score -290075.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -290075.812500 Penalty: 2535.452148
	Iteration 24Q: 3 clusters Score -290075.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -290075.812500 Penalty: 2535.452148
	Iteration 25F: 3 clusters Score -290075.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (2748 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Entering Unmasked Estep 
Score: -333609.406250 Penalty: 1286.777222
	Iteration 0F: 2 clusters Score -333609.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -331045.562500 Penalty: 2573.554443
	Iteration 0F: 3 clusters Score -331045.6 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -331678.625000 Penalty: 2573.554443
	Iteration 1F: 3 clusters Score -331678.6 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -331821.750000 Penalty: 2573.554443
	Iteration 2F: 3 clusters Score -331821.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -331912.406250 Penalty: 2573.554443
	Iteration 3F: 3 clusters Score -331912.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -331967.406250 Penalty: 2573.554443
	Iteration 4Q: 3 clusters Score -331967.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -332013.781250 Penalty: 2573.554443
	Iteration 5Q: 3 clusters Score -332013.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -332046.500000 Penalty: 2573.554443
	Iteration 6Q: 3 clusters Score -332046.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -332077.593750 Penalty: 2573.554443
	Iteration 7Q: 3 clusters Score -332077.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -332099.906250 Penalty: 2573.554443
	Iteration 8Q: 3 clusters Score -332099.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -332117.500000 Penalty: 2573.554443
	Iteration 9Q: 3 clusters Score -332117.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -332130.375000 Penalty: 2573.554443
	Iteration 10Q: 3 clusters Score -332130.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -332142.937500 Penalty: 2573.554443
	Iteration 11Q: 3 clusters Score -332142.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -332159.406250 Penalty: 2573.554443
	Iteration 12Q: 3 clusters Score -332159.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -332181.500000 Penalty: 2573.554443
	Iteration 13Q: 3 clusters Score -332181.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -332198.718750 Penalty: 2573.554443
	Iteration 14Q: 3 clusters Score -332198.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -332217.281250 Penalty: 2573.554443
	Iteration 15Q: 3 clusters Score -332217.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -332231.718750 Penalty: 2573.554443
	Iteration 16Q: 3 clusters Score -332231.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -332251.718750 Penalty: 2573.554443
	Iteration 17Q: 3 clusters Score -332251.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -332272.562500 Penalty: 2573.554443
	Iteration 18Q: 3 clusters Score -332272.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -332292.718750 Penalty: 2573.554443
	Iteration 19Q: 3 clusters Score -332292.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -332319.593750 Penalty: 2573.554443
	Iteration 20F: 3 clusters Score -332319.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -332343.625000 Penalty: 2573.554443
	Iteration 21Q: 3 clusters Score -332343.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -332368.125000 Penalty: 2573.554443
	Iteration 22Q: 3 clusters Score -332368.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -332395.343750 Penalty: 2573.554443
	Iteration 23Q: 3 clusters Score -332395.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -332418.187500 Penalty: 2573.554443
	Iteration 24Q: 3 clusters Score -332418.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -332437.750000 Penalty: 2573.554443
	Iteration 25Q: 3 clusters Score -332437.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -332454.843750 Penalty: 2573.554443
	Iteration 26Q: 3 clusters Score -332454.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -332470.218750 Penalty: 2573.554443
	Iteration 27Q: 3 clusters Score -332470.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -332482.312500 Penalty: 2573.554443
	Iteration 28Q: 3 clusters Score -332482.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -332488.625000 Penalty: 2573.554443
	Iteration 29Q: 3 clusters Score -332488.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -332495.718750 Penalty: 2573.554443
	Iteration 30Q: 3 clusters Score -332495.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -332507.531250 Penalty: 2573.554443
	Iteration 31Q: 3 clusters Score -332507.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -332516.718750 Penalty: 2573.554443
	Iteration 32Q: 3 clusters Score -332516.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -332526.968750 Penalty: 2573.554443
	Iteration 33Q: 3 clusters Score -332527 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -332531.968750 Penalty: 2573.554443
	Iteration 34Q: 3 clusters Score -332532 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -332533.593750 Penalty: 2573.554443
	Iteration 35Q: 3 clusters Score -332533.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -332533.593750 Penalty: 2573.554443
	Iteration 36F: 3 clusters Score -332533.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (19079 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19079 members 
Entering Unmasked Estep 
Score: -2231817.750000 Penalty: 1601.655762
	Iteration 0F: 2 clusters Score -2231818 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9440 members 
Mstep: Class 2 contains 9639 members 
Entering Unmasked Estep 
Score: -2218776.000000 Penalty: 3203.311523
	Iteration 0F: 3 clusters Score -2218776 nChanged 8627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8817 members 
Mstep: Class 2 contains 10262 members 
Entering Unmasked Estep 
Score: -2223929.250000 Penalty: 3203.311523
	Iteration 1F: 3 clusters Score -2223929 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8388 members 
Mstep: Class 2 contains 10691 members 
Entering Unmasked Estep 
Score: -2224683.500000 Penalty: 3203.311523
	Iteration 2F: 3 clusters Score -2224684 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7816 members 
Mstep: Class 2 contains 11263 members 
Entering Unmasked Estep 
Score: -2225529.500000 Penalty: 3203.311523
	Iteration 3F: 3 clusters Score -2225530 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7147 members 
Mstep: Class 2 contains 11932 members 
Entering Unmasked Estep 
Score: -2226348.500000 Penalty: 3203.311523
	Iteration 4F: 3 clusters Score -2226348 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6460 members 
Mstep: Class 2 contains 12619 members 
Entering Unmasked Estep 
Score: -2227119.500000 Penalty: 3203.311523
	Iteration 5F: 3 clusters Score -2227120 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5782 members 
Mstep: Class 2 contains 13297 members 
Entering Unmasked Estep 
Score: -2227776.000000 Penalty: 3203.311523
	Iteration 6F: 3 clusters Score -2227776 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5154 members 
Mstep: Class 2 contains 13925 members 
Entering Unmasked Estep 
Score: -2228362.750000 Penalty: 3203.311523
	Iteration 7Q: 3 clusters Score -2228363 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 14497 members 
Entering Unmasked Estep 
Score: -2228873.250000 Penalty: 3203.311523
	Iteration 8Q: 3 clusters Score -2228873 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 14991 members 
Entering Unmasked Estep 
Score: -2229278.000000 Penalty: 3203.311523
	Iteration 9Q: 3 clusters Score -2229278 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 15404 members 
Entering Unmasked Estep 
Score: -2229562.000000 Penalty: 3203.311523
	Iteration 10Q: 3 clusters Score -2229562 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 15765 members 
Entering Unmasked Estep 
Score: -2229773.750000 Penalty: 3203.311523
	Iteration 11Q: 3 clusters Score -2229774 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 16055 members 
Entering Unmasked Estep 
Score: -2229935.750000 Penalty: 3203.311523
	Iteration 12Q: 3 clusters Score -2229936 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 16352 members 
Entering Unmasked Estep 
Score: -2230105.000000 Penalty: 3203.311523
	Iteration 13Q: 3 clusters Score -2230105 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 16626 members 
Entering Unmasked Estep 
Score: -2230244.500000 Penalty: 3203.311523
	Iteration 14Q: 3 clusters Score -2230244 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 16885 members 
Entering Unmasked Estep 
Score: -2230373.750000 Penalty: 3203.311523
	Iteration 15Q: 3 clusters Score -2230374 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 17099 members 
Entering Unmasked Estep 
Score: -2230485.500000 Penalty: 3203.311523
	Iteration 16Q: 3 clusters Score -2230486 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 17304 members 
Entering Unmasked Estep 
Score: -2230577.000000 Penalty: 3203.311523
	Iteration 17Q: 3 clusters Score -2230577 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 17446 members 
Entering Unmasked Estep 
Score: -2230636.750000 Penalty: 3203.311523
	Iteration 18Q: 3 clusters Score -2230637 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 17564 members 
Entering Unmasked Estep 
Score: -2230684.000000 Penalty: 3203.311523
	Iteration 19Q: 3 clusters Score -2230684 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 17679 members 
Entering Unmasked Estep 
Score: -2230736.250000 Penalty: 3203.311523
	Iteration 20F: 3 clusters Score -2230736 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 17767 members 
Entering Unmasked Estep 
Score: -2230782.500000 Penalty: 3203.311523
	Iteration 21Q: 3 clusters Score -2230782 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 17855 members 
Entering Unmasked Estep 
Score: -2230817.250000 Penalty: 3203.311523
	Iteration 22Q: 3 clusters Score -2230817 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 17911 members 
Entering Unmasked Estep 
Score: -2230846.750000 Penalty: 3203.311523
	Iteration 23Q: 3 clusters Score -2230847 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 17965 members 
Entering Unmasked Estep 
Score: -2230865.500000 Penalty: 3203.311523
	Iteration 24Q: 3 clusters Score -2230866 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 18008 members 
Entering Unmasked Estep 
Score: -2230882.250000 Penalty: 3203.311523
	Iteration 25Q: 3 clusters Score -2230882 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 18040 members 
Entering Unmasked Estep 
Score: -2230897.750000 Penalty: 3203.311523
	Iteration 26Q: 3 clusters Score -2230898 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 18067 members 
Entering Unmasked Estep 
Score: -2230903.250000 Penalty: 3203.311523
	Iteration 27Q: 3 clusters Score -2230903 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 18084 members 
Entering Unmasked Estep 
Score: -2230913.000000 Penalty: 3203.311523
	Iteration 28Q: 3 clusters Score -2230913 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 18100 members 
Entering Unmasked Estep 
Score: -2230912.000000 Penalty: 3203.311523
	Iteration 29Q: 3 clusters Score -2230912 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 18117 members 
Entering Unmasked Estep 
Score: -2230919.000000 Penalty: 3203.311523
	Iteration 30Q: 3 clusters Score -2230919 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 18130 members 
Entering Unmasked Estep 
Score: -2230921.750000 Penalty: 3203.311523
	Iteration 31Q: 3 clusters Score -2230922 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 18138 members 
Entering Unmasked Estep 
Score: -2230925.500000 Penalty: 3203.311523
	Iteration 32Q: 3 clusters Score -2230926 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 18146 members 
Entering Unmasked Estep 
Score: -2230927.750000 Penalty: 3203.311523
	Iteration 33Q: 3 clusters Score -2230928 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 18151 members 
Entering Unmasked Estep 
Score: -2230927.250000 Penalty: 3203.311523
	Iteration 34Q: 3 clusters Score -2230927 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 18157 members 
Entering Unmasked Estep 
Score: -2230928.000000 Penalty: 3203.311523
	Iteration 35Q: 3 clusters Score -2230928 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 18163 members 
Entering Unmasked Estep 
Score: -2230930.750000 Penalty: 3203.311523
	Iteration 36Q: 3 clusters Score -2230931 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 18171 members 
Entering Unmasked Estep 
Score: -2230929.750000 Penalty: 3203.311523
	Iteration 37Q: 3 clusters Score -2230930 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 18179 members 
Entering Unmasked Estep 
Score: -2230931.750000 Penalty: 3203.311523
	Iteration 38Q: 3 clusters Score -2230932 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 18182 members 
Entering Unmasked Estep 
Score: -2230932.250000 Penalty: 3203.311523
	Iteration 39Q: 3 clusters Score -2230932 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 18184 members 
Entering Unmasked Estep 
Score: -2230928.250000 Penalty: 3203.311523
	Iteration 40F: 3 clusters Score -2230928 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 18183 members 
Entering Unmasked Estep 
Score: -2230929.250000 Penalty: 3203.311523
	Iteration 41Q: 3 clusters Score -2230929 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 18185 members 
Entering Unmasked Estep 
Score: -2230931.500000 Penalty: 3203.311523
	Iteration 42Q: 3 clusters Score -2230932 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 18186 members 
Entering Unmasked Estep 
Score: -2230933.250000 Penalty: 3203.311523
	Iteration 43Q: 3 clusters Score -2230933 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 18188 members 
Entering Unmasked Estep 
Score: -2230934.000000 Penalty: 3203.311523
	Iteration 44Q: 3 clusters Score -2230934 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 18190 members 
Entering Unmasked Estep 
Score: -2230936.000000 Penalty: 3203.311523
	Iteration 45Q: 3 clusters Score -2230936 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 18193 members 
Entering Unmasked Estep 
Score: -2230937.750000 Penalty: 3203.311523
	Iteration 46Q: 3 clusters Score -2230938 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 18195 members 
Entering Unmasked Estep 
Score: -2230940.250000 Penalty: 3203.311523
	Iteration 47Q: 3 clusters Score -2230940 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 18195 members 
Entering Unmasked Estep 
Score: -2230942.500000 Penalty: 3203.311523
	Iteration 48Q: 3 clusters Score -2230942 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 18196 members 
Entering Unmasked Estep 
Score: -2230944.500000 Penalty: 3203.311523
	Iteration 49Q: 3 clusters Score -2230944 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 18198 members 
Entering Unmasked Estep 
Score: -2230942.000000 Penalty: 3203.311523
	Iteration 50Q: 3 clusters Score -2230942 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 18199 members 
Entering Unmasked Estep 
Score: -2230943.250000 Penalty: 3203.311523
	Iteration 51Q: 3 clusters Score -2230943 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 18199 members 
Entering Unmasked Estep 
Score: -2230943.250000 Penalty: 3203.311523
	Iteration 52F: 3 clusters Score -2230943 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (1360 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Entering Unmasked Estep 
Score: -168413.093750 Penalty: 1172.476440
	Iteration 0F: 2 clusters Score -168413.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -166766.406250 Penalty: 2344.952881
	Iteration 0F: 3 clusters Score -166766.4 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -167118.531250 Penalty: 2344.952881
	Iteration 1F: 3 clusters Score -167118.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -167197.140625 Penalty: 2344.952881
	Iteration 2F: 3 clusters Score -167197.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -167247.015625 Penalty: 2344.952881
	Iteration 3Q: 3 clusters Score -167247 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -167272.546875 Penalty: 2344.952881
	Iteration 4Q: 3 clusters Score -167272.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -167291.375000 Penalty: 2344.952881
	Iteration 5Q: 3 clusters Score -167291.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -167310.750000 Penalty: 2344.952881
	Iteration 6Q: 3 clusters Score -167310.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -167328.734375 Penalty: 2344.952881
	Iteration 7Q: 3 clusters Score -167328.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -167347.156250 Penalty: 2344.952881
	Iteration 8Q: 3 clusters Score -167347.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -167366.859375 Penalty: 2344.952881
	Iteration 9Q: 3 clusters Score -167366.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -167384.250000 Penalty: 2344.952881
	Iteration 10Q: 3 clusters Score -167384.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -167402.578125 Penalty: 2344.952881
	Iteration 11Q: 3 clusters Score -167402.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -167413.312500 Penalty: 2344.952881
	Iteration 12Q: 3 clusters Score -167413.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -167420.203125 Penalty: 2344.952881
	Iteration 13Q: 3 clusters Score -167420.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -167424.203125 Penalty: 2344.952881
	Iteration 14Q: 3 clusters Score -167424.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -167426.859375 Penalty: 2344.952881
	Iteration 15Q: 3 clusters Score -167426.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -167429.343750 Penalty: 2344.952881
	Iteration 16Q: 3 clusters Score -167429.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -167430.671875 Penalty: 2344.952881
	Iteration 17Q: 3 clusters Score -167430.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -167431.687500 Penalty: 2344.952881
	Iteration 18Q: 3 clusters Score -167431.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -167433.234375 Penalty: 2344.952881
	Iteration 19Q: 3 clusters Score -167433.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -167434.234375 Penalty: 2344.952881
	Iteration 20F: 3 clusters Score -167434.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -167435.015625 Penalty: 2344.952881
	Iteration 21Q: 3 clusters Score -167435 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -167436.562500 Penalty: 2344.952881
	Iteration 22Q: 3 clusters Score -167436.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -167436.562500 Penalty: 2344.952881
	Iteration 23F: 3 clusters Score -167436.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (14729 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14729 members 
Entering Unmasked Estep 
Score: -1863697.750000 Penalty: 1559.605713
	Iteration 0F: 2 clusters Score -1863698 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7271 members 
Mstep: Class 2 contains 7458 members 
Entering Unmasked Estep 
Score: -1853481.625000 Penalty: 3119.211426
	Iteration 0F: 3 clusters Score -1853482 nChanged 6531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 7685 members 
Entering Unmasked Estep 
Score: -1857225.500000 Penalty: 3119.211426
	Iteration 1F: 3 clusters Score -1857226 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6881 members 
Mstep: Class 2 contains 7848 members 
Entering Unmasked Estep 
Score: -1857591.250000 Penalty: 3119.211426
	Iteration 2F: 3 clusters Score -1857591 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6706 members 
Mstep: Class 2 contains 8023 members 
Entering Unmasked Estep 
Score: -1857865.750000 Penalty: 3119.211426
	Iteration 3Q: 3 clusters Score -1857866 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6512 members 
Mstep: Class 2 contains 8217 members 
Entering Unmasked Estep 
Score: -1858111.875000 Penalty: 3119.211426
	Iteration 4Q: 3 clusters Score -1858112 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6225 members 
Mstep: Class 2 contains 8504 members 
Entering Unmasked Estep 
Score: -1858397.750000 Penalty: 3119.211426
	Iteration 5Q: 3 clusters Score -1858398 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5890 members 
Mstep: Class 2 contains 8839 members 
Entering Unmasked Estep 
Score: -1858704.875000 Penalty: 3119.211426
	Iteration 6Q: 3 clusters Score -1858705 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5518 members 
Mstep: Class 2 contains 9211 members 
Entering Unmasked Estep 
Score: -1859019.000000 Penalty: 3119.211426
	Iteration 7Q: 3 clusters Score -1859019 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 9661 members 
Entering Unmasked Estep 
Score: -1859347.375000 Penalty: 3119.211426
	Iteration 8Q: 3 clusters Score -1859347 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 10177 members 
Entering Unmasked Estep 
Score: -1859710.000000 Penalty: 3119.211426
	Iteration 9Q: 3 clusters Score -1859710 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 10736 members 
Entering Unmasked Estep 
Score: -1860102.125000 Penalty: 3119.211426
	Iteration 10Q: 3 clusters Score -1860102 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 11307 members 
Entering Unmasked Estep 
Score: -1860520.750000 Penalty: 3119.211426
	Iteration 11Q: 3 clusters Score -1860521 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 11826 members 
Entering Unmasked Estep 
Score: -1860895.250000 Penalty: 3119.211426
	Iteration 12Q: 3 clusters Score -1860895 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 12322 members 
Entering Unmasked Estep 
Score: -1861237.625000 Penalty: 3119.211426
	Iteration 13Q: 3 clusters Score -1861238 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 12783 members 
Entering Unmasked Estep 
Score: -1861549.500000 Penalty: 3119.211426
	Iteration 14Q: 3 clusters Score -1861550 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 13141 members 
Entering Unmasked Estep 
Score: -1861780.875000 Penalty: 3119.211426
	Iteration 15Q: 3 clusters Score -1861781 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 13425 members 
Entering Unmasked Estep 
Score: -1861956.750000 Penalty: 3119.211426
	Iteration 16Q: 3 clusters Score -1861957 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 13607 members 
Entering Unmasked Estep 
Score: -1862076.625000 Penalty: 3119.211426
	Iteration 17Q: 3 clusters Score -1862077 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 13760 members 
Entering Unmasked Estep 
Score: -1862172.250000 Penalty: 3119.211426
	Iteration 18Q: 3 clusters Score -1862172 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 13871 members 
Entering Unmasked Estep 
Score: -1862259.625000 Penalty: 3119.211426
	Iteration 19Q: 3 clusters Score -1862260 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 13969 members 
Entering Unmasked Estep 
Score: -1862317.750000 Penalty: 3119.211426
	Iteration 20F: 3 clusters Score -1862318 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 14020 members 
Entering Unmasked Estep 
Score: -1862344.500000 Penalty: 3119.211426
	Iteration 21Q: 3 clusters Score -1862344 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 14065 members 
Entering Unmasked Estep 
Score: -1862372.875000 Penalty: 3119.211426
	Iteration 22Q: 3 clusters Score -1862373 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 14092 members 
Entering Unmasked Estep 
Score: -1862384.500000 Penalty: 3119.211426
	Iteration 23Q: 3 clusters Score -1862384 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 14109 members 
Entering Unmasked Estep 
Score: -1862395.500000 Penalty: 3119.211426
	Iteration 24Q: 3 clusters Score -1862396 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 14123 members 
Entering Unmasked Estep 
Score: -1862405.250000 Penalty: 3119.211426
	Iteration 25Q: 3 clusters Score -1862405 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 14133 members 
Entering Unmasked Estep 
Score: -1862407.000000 Penalty: 3119.211426
	Iteration 26Q: 3 clusters Score -1862407 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 14138 members 
Entering Unmasked Estep 
Score: -1862409.750000 Penalty: 3119.211426
	Iteration 27Q: 3 clusters Score -1862410 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 14140 members 
Entering Unmasked Estep 
Score: -1862414.000000 Penalty: 3119.211426
	Iteration 28Q: 3 clusters Score -1862414 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 14145 members 
Entering Unmasked Estep 
Score: -1862417.500000 Penalty: 3119.211426
	Iteration 29Q: 3 clusters Score -1862418 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 14146 members 
Entering Unmasked Estep 
Score: -1862417.125000 Penalty: 3119.211426
	Iteration 30Q: 3 clusters Score -1862417 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 14146 members 
Entering Unmasked Estep 
Score: -1862417.125000 Penalty: 3119.211426
	Iteration 31F: 3 clusters Score -1862417 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (1936 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Entering Unmasked Estep 
Score: -264547.343750 Penalty: 1229.861694
	Iteration 0F: 2 clusters Score -264547.3 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 969 members 
Entering Unmasked Estep 
Score: -262518.437500 Penalty: 2459.723389
	Iteration 0F: 3 clusters Score -262518.4 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -262901.281250 Penalty: 2459.723389
	Iteration 1F: 3 clusters Score -262901.3 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -262989.718750 Penalty: 2459.723389
	Iteration 2F: 3 clusters Score -262989.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -263034.437500 Penalty: 2459.723389
	Iteration 3Q: 3 clusters Score -263034.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -263056.593750 Penalty: 2459.723389
	Iteration 4Q: 3 clusters Score -263056.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -263082.156250 Penalty: 2459.723389
	Iteration 5Q: 3 clusters Score -263082.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -263100.406250 Penalty: 2459.723389
	Iteration 6Q: 3 clusters Score -263100.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -263110.468750 Penalty: 2459.723389
	Iteration 7Q: 3 clusters Score -263110.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -263120.593750 Penalty: 2459.723389
	Iteration 8Q: 3 clusters Score -263120.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -263129.968750 Penalty: 2459.723389
	Iteration 9Q: 3 clusters Score -263130 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -263134.281250 Penalty: 2459.723389
	Iteration 10Q: 3 clusters Score -263134.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -263139.125000 Penalty: 2459.723389
	Iteration 11Q: 3 clusters Score -263139.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -263139.687500 Penalty: 2459.723389
	Iteration 12Q: 3 clusters Score -263139.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -263139.937500 Penalty: 2459.723389
	Iteration 13Q: 3 clusters Score -263139.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -263140.906250 Penalty: 2459.723389
	Iteration 14Q: 3 clusters Score -263140.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -263140.906250 Penalty: 2459.723389
	Iteration 15F: 3 clusters Score -263140.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (1129 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Entering Unmasked Estep 
Score: -134406.015625 Penalty: 1142.226685
	Iteration 0F: 2 clusters Score -134406 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 567 members 
Entering Unmasked Estep 
Score: -132888.593750 Penalty: 2284.453369
	Iteration 0F: 3 clusters Score -132888.6 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -133279.375000 Penalty: 2284.453369
	Iteration 1F: 3 clusters Score -133279.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -133447.453125 Penalty: 2284.453369
	Iteration 2F: 3 clusters Score -133447.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -133598.546875 Penalty: 2284.453369
	Iteration 3F: 3 clusters Score -133598.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -133772.703125 Penalty: 2284.453369
	Iteration 4F: 3 clusters Score -133772.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -133886.250000 Penalty: 2284.453369
	Iteration 5Q: 3 clusters Score -133886.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -133973.687500 Penalty: 2284.453369
	Iteration 6Q: 3 clusters Score -133973.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -134002.156250 Penalty: 2284.453369
	Iteration 7Q: 3 clusters Score -134002.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -134022.125000 Penalty: 2284.453369
	Iteration 8Q: 3 clusters Score -134022.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -134039.750000 Penalty: 2284.453369
	Iteration 9Q: 3 clusters Score -134039.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -134056.328125 Penalty: 2284.453369
	Iteration 10Q: 3 clusters Score -134056.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -134064.593750 Penalty: 2284.453369
	Iteration 11Q: 3 clusters Score -134064.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -134071.390625 Penalty: 2284.453369
	Iteration 12Q: 3 clusters Score -134071.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -134075.625000 Penalty: 2284.453369
	Iteration 13Q: 3 clusters Score -134075.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -134079.375000 Penalty: 2284.453369
	Iteration 14Q: 3 clusters Score -134079.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -134083.343750 Penalty: 2284.453369
	Iteration 15Q: 3 clusters Score -134083.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -134084.125000 Penalty: 2284.453369
	Iteration 16Q: 3 clusters Score -134084.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -134084.125000 Penalty: 2284.453369
	Iteration 17F: 3 clusters Score -134084.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (4226 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Entering Unmasked Estep 
Score: -534045.562500 Penalty: 1356.714355
	Iteration 0F: 2 clusters Score -534045.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -530559.312500 Penalty: 2713.428711
	Iteration 0F: 3 clusters Score -530559.3 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -531571.812500 Penalty: 2713.428711
	Iteration 1F: 3 clusters Score -531571.8 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -531782.750000 Penalty: 2713.428711
	Iteration 2F: 3 clusters Score -531782.8 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -531927.187500 Penalty: 2713.428711
	Iteration 3F: 3 clusters Score -531927.2 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -532049.750000 Penalty: 2713.428711
	Iteration 4Q: 3 clusters Score -532049.8 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -532141.375000 Penalty: 2713.428711
	Iteration 5Q: 3 clusters Score -532141.4 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -532219.687500 Penalty: 2713.428711
	Iteration 6Q: 3 clusters Score -532219.7 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -532293.937500 Penalty: 2713.428711
	Iteration 7Q: 3 clusters Score -532293.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -532380.687500 Penalty: 2713.428711
	Iteration 8Q: 3 clusters Score -532380.7 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -532471.500000 Penalty: 2713.428711
	Iteration 9Q: 3 clusters Score -532471.5 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -532576.062500 Penalty: 2713.428711
	Iteration 10Q: 3 clusters Score -532576.1 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -532733.375000 Penalty: 2713.428711
	Iteration 11Q: 3 clusters Score -532733.4 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -532944.625000 Penalty: 2713.428711
	Iteration 12Q: 3 clusters Score -532944.6 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -533174.875000 Penalty: 2713.428711
	Iteration 13Q: 3 clusters Score -533174.9 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -533399.000000 Penalty: 2713.428711
	Iteration 14Q: 3 clusters Score -533399 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -533593.312500 Penalty: 2713.428711
	Iteration 15Q: 3 clusters Score -533593.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -533748.937500 Penalty: 2713.428711
	Iteration 16Q: 3 clusters Score -533748.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -533831.125000 Penalty: 2713.428711
	Iteration 17Q: 3 clusters Score -533831.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -533871.562500 Penalty: 2713.428711
	Iteration 18Q: 3 clusters Score -533871.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -533891.000000 Penalty: 2713.428711
	Iteration 19Q: 3 clusters Score -533891 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -533897.187500 Penalty: 2713.428711
	Iteration 20F: 3 clusters Score -533897.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -533900.812500 Penalty: 2713.428711
	Iteration 21Q: 3 clusters Score -533900.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -533901.312500 Penalty: 2713.428711
	Iteration 22Q: 3 clusters Score -533901.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -533903.187500 Penalty: 2713.428711
	Iteration 23Q: 3 clusters Score -533903.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -533905.500000 Penalty: 2713.428711
	Iteration 24Q: 3 clusters Score -533905.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -533904.000000 Penalty: 2713.428711
	Iteration 25Q: 3 clusters Score -533904 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -533905.687500 Penalty: 2713.428711
	Iteration 26Q: 3 clusters Score -533905.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -533905.312500 Penalty: 2713.428711
	Iteration 27Q: 3 clusters Score -533905.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -533905.562500 Penalty: 2713.428711
	Iteration 28Q: 3 clusters Score -533905.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -533906.437500 Penalty: 2713.428711
	Iteration 29Q: 3 clusters Score -533906.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -533907.437500 Penalty: 2713.428711
	Iteration 30Q: 3 clusters Score -533907.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -533907.437500 Penalty: 2713.428711
	Iteration 31F: 3 clusters Score -533907.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (4009 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Entering Unmasked Estep 
Score: -429413.937500 Penalty: 1348.148315
	Iteration 0F: 2 clusters Score -429413.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -426119.406250 Penalty: 2696.296631
	Iteration 0F: 3 clusters Score -426119.4 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -427109.468750 Penalty: 2696.296631
	Iteration 1F: 3 clusters Score -427109.5 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -427338.718750 Penalty: 2696.296631
	Iteration 2F: 3 clusters Score -427338.7 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -427534.437500 Penalty: 2696.296631
	Iteration 3F: 3 clusters Score -427534.4 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -427676.031250 Penalty: 2696.296631
	Iteration 4F: 3 clusters Score -427676 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -427787.406250 Penalty: 2696.296631
	Iteration 5Q: 3 clusters Score -427787.4 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -427890.343750 Penalty: 2696.296631
	Iteration 6Q: 3 clusters Score -427890.3 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -427970.875000 Penalty: 2696.296631
	Iteration 7Q: 3 clusters Score -427970.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -428043.812500 Penalty: 2696.296631
	Iteration 8Q: 3 clusters Score -428043.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -428113.281250 Penalty: 2696.296631
	Iteration 9Q: 3 clusters Score -428113.3 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -428196.343750 Penalty: 2696.296631
	Iteration 10Q: 3 clusters Score -428196.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -428246.875000 Penalty: 2696.296631
	Iteration 11Q: 3 clusters Score -428246.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -428283.875000 Penalty: 2696.296631
	Iteration 12Q: 3 clusters Score -428283.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -428316.968750 Penalty: 2696.296631
	Iteration 13Q: 3 clusters Score -428317 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -428346.468750 Penalty: 2696.296631
	Iteration 14Q: 3 clusters Score -428346.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -428376.593750 Penalty: 2696.296631
	Iteration 15Q: 3 clusters Score -428376.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -428408.125000 Penalty: 2696.296631
	Iteration 16Q: 3 clusters Score -428408.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -428435.656250 Penalty: 2696.296631
	Iteration 17Q: 3 clusters Score -428435.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -428465.656250 Penalty: 2696.296631
	Iteration 18Q: 3 clusters Score -428465.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -428495.500000 Penalty: 2696.296631
	Iteration 19Q: 3 clusters Score -428495.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -428518.812500 Penalty: 2696.296631
	Iteration 20F: 3 clusters Score -428518.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -428550.062500 Penalty: 2696.296631
	Iteration 21Q: 3 clusters Score -428550.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -428575.468750 Penalty: 2696.296631
	Iteration 22Q: 3 clusters Score -428575.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -428597.156250 Penalty: 2696.296631
	Iteration 23Q: 3 clusters Score -428597.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -428612.656250 Penalty: 2696.296631
	Iteration 24Q: 3 clusters Score -428612.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -428633.437500 Penalty: 2696.296631
	Iteration 25Q: 3 clusters Score -428633.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -428654.250000 Penalty: 2696.296631
	Iteration 26Q: 3 clusters Score -428654.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -428666.562500 Penalty: 2696.296631
	Iteration 27Q: 3 clusters Score -428666.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -428678.062500 Penalty: 2696.296631
	Iteration 28Q: 3 clusters Score -428678.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -428686.468750 Penalty: 2696.296631
	Iteration 29Q: 3 clusters Score -428686.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -428696.343750 Penalty: 2696.296631
	Iteration 30Q: 3 clusters Score -428696.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -428703.531250 Penalty: 2696.296631
	Iteration 31Q: 3 clusters Score -428703.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -428707.312500 Penalty: 2696.296631
	Iteration 32Q: 3 clusters Score -428707.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -428711.125000 Penalty: 2696.296631
	Iteration 33Q: 3 clusters Score -428711.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -428714.375000 Penalty: 2696.296631
	Iteration 34Q: 3 clusters Score -428714.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -428714.937500 Penalty: 2696.296631
	Iteration 35Q: 3 clusters Score -428714.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -428715.531250 Penalty: 2696.296631
	Iteration 36Q: 3 clusters Score -428715.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -428716.468750 Penalty: 2696.296631
	Iteration 37Q: 3 clusters Score -428716.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -428716.437500 Penalty: 2696.296631
	Iteration 38Q: 3 clusters Score -428716.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -428716.343750 Penalty: 2696.296631
	Iteration 39Q: 3 clusters Score -428716.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -428716.562500 Penalty: 2696.296631
	Iteration 40F: 3 clusters Score -428716.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -428717.031250 Penalty: 2696.296631
	Iteration 41Q: 3 clusters Score -428717 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -428717.812500 Penalty: 2696.296631
	Iteration 42Q: 3 clusters Score -428717.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -428717.812500 Penalty: 2696.296631
	Iteration 43F: 3 clusters Score -428717.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (3194 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Entering Unmasked Estep 
Score: -393505.437500 Penalty: 1311.217163
	Iteration 0F: 2 clusters Score -393505.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -390691.687500 Penalty: 2622.434326
	Iteration 0F: 3 clusters Score -390691.7 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -391501.375000 Penalty: 2622.434326
	Iteration 1F: 3 clusters Score -391501.4 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -391718.531250 Penalty: 2622.434326
	Iteration 2F: 3 clusters Score -391718.5 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -391853.656250 Penalty: 2622.434326
	Iteration 3F: 3 clusters Score -391853.7 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -391956.406250 Penalty: 2622.434326
	Iteration 4Q: 3 clusters Score -391956.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -392035.937500 Penalty: 2622.434326
	Iteration 5Q: 3 clusters Score -392035.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -392095.437500 Penalty: 2622.434326
	Iteration 6Q: 3 clusters Score -392095.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -392156.218750 Penalty: 2622.434326
	Iteration 7Q: 3 clusters Score -392156.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -392205.468750 Penalty: 2622.434326
	Iteration 8Q: 3 clusters Score -392205.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -392235.093750 Penalty: 2622.434326
	Iteration 9Q: 3 clusters Score -392235.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -392257.562500 Penalty: 2622.434326
	Iteration 10Q: 3 clusters Score -392257.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -392271.218750 Penalty: 2622.434326
	Iteration 11Q: 3 clusters Score -392271.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -392290.125000 Penalty: 2622.434326
	Iteration 12Q: 3 clusters Score -392290.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -392310.406250 Penalty: 2622.434326
	Iteration 13Q: 3 clusters Score -392310.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -392328.125000 Penalty: 2622.434326
	Iteration 14Q: 3 clusters Score -392328.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -392343.562500 Penalty: 2622.434326
	Iteration 15Q: 3 clusters Score -392343.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -392358.000000 Penalty: 2622.434326
	Iteration 16Q: 3 clusters Score -392358 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -392370.812500 Penalty: 2622.434326
	Iteration 17Q: 3 clusters Score -392370.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -392381.406250 Penalty: 2622.434326
	Iteration 18Q: 3 clusters Score -392381.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -392387.968750 Penalty: 2622.434326
	Iteration 19Q: 3 clusters Score -392388 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -392393.375000 Penalty: 2622.434326
	Iteration 20F: 3 clusters Score -392393.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -392401.187500 Penalty: 2622.434326
	Iteration 21Q: 3 clusters Score -392401.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -392408.750000 Penalty: 2622.434326
	Iteration 22Q: 3 clusters Score -392408.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -392420.468750 Penalty: 2622.434326
	Iteration 23Q: 3 clusters Score -392420.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -392430.875000 Penalty: 2622.434326
	Iteration 24Q: 3 clusters Score -392430.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -392436.468750 Penalty: 2622.434326
	Iteration 25Q: 3 clusters Score -392436.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -392443.843750 Penalty: 2622.434326
	Iteration 26Q: 3 clusters Score -392443.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -392449.250000 Penalty: 2622.434326
	Iteration 27Q: 3 clusters Score -392449.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -392457.468750 Penalty: 2622.434326
	Iteration 28Q: 3 clusters Score -392457.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -392467.500000 Penalty: 2622.434326
	Iteration 29Q: 3 clusters Score -392467.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -392483.750000 Penalty: 2622.434326
	Iteration 30Q: 3 clusters Score -392483.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -392500.375000 Penalty: 2622.434326
	Iteration 31Q: 3 clusters Score -392500.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -392528.031250 Penalty: 2622.434326
	Iteration 32Q: 3 clusters Score -392528 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -392570.468750 Penalty: 2622.434326
	Iteration 33Q: 3 clusters Score -392570.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -392633.656250 Penalty: 2622.434326
	Iteration 34Q: 3 clusters Score -392633.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -392722.750000 Penalty: 2622.434326
	Iteration 35Q: 3 clusters Score -392722.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -392914.531250 Penalty: 2622.434326
	Iteration 36Q: 3 clusters Score -392914.5 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -393231.843750 Penalty: 2622.434326
	Iteration 37Q: 3 clusters Score -393231.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -393453.093750 Penalty: 2622.434326
	Iteration 38Q: 3 clusters Score -393453.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -393518.156250 Penalty: 2622.434326
	Iteration 39Q: 3 clusters Score -393518.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -393539.531250 Penalty: 2622.434326
	Iteration 40F: 3 clusters Score -393539.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -393549.125000 Penalty: 2622.434326
	Iteration 41Q: 3 clusters Score -393549.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -393553.031250 Penalty: 2622.434326
	Iteration 42Q: 3 clusters Score -393553 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -393556.593750 Penalty: 2622.434326
	Iteration 43Q: 3 clusters Score -393556.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -393558.375000 Penalty: 2622.434326
	Iteration 44Q: 3 clusters Score -393558.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -393558.437500 Penalty: 2622.434326
	Iteration 45Q: 3 clusters Score -393558.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -393559.031250 Penalty: 2622.434326
	Iteration 46Q: 3 clusters Score -393559 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -393559.500000 Penalty: 2622.434326
	Iteration 47Q: 3 clusters Score -393559.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -393559.906250 Penalty: 2622.434326
	Iteration 48Q: 3 clusters Score -393559.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -393559.562500 Penalty: 2622.434326
	Iteration 49Q: 3 clusters Score -393559.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -393559.562500 Penalty: 2622.434326
	Iteration 50F: 3 clusters Score -393559.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 5713 members 
Mstep: Class 3 contains 5303 members 
Mstep: Class 4 contains 34979 members 
Mstep: Class 5 contains 95914 members 
Mstep: Class 6 contains 461 members 
Mstep: Class 7 contains 17582 members 
Mstep: Class 8 contains 152458 members 
Mstep: Class 9 contains 8831 members 
Mstep: Class 10 contains 2181 members 
Mstep: Class 11 contains 452 members 
Mstep: Class 12 contains 17985 members 
Mstep: Class 13 contains 1392 members 
Mstep: Class 14 contains 1888 members 
Mstep: Class 15 contains 8227 members 
Mstep: Class 16 contains 38964 members 
Mstep: Class 17 contains 56391 members 
Mstep: Class 18 contains 2373 members 
Mstep: Class 19 contains 11489 members 
Mstep: Class 20 contains 37291 members 
Mstep: Class 21 contains 8069 members 
Mstep: Class 22 contains 12596 members 
Mstep: Class 23 contains 3061 members 
Mstep: Class 24 contains 39542 members 
Mstep: Class 25 contains 9319 members 
Mstep: Class 26 contains 4111 members 
Mstep: Class 27 contains 8847 members 
Mstep: Class 28 contains 3829 members 
Mstep: Class 29 contains 7718 members 
Mstep: Class 30 contains 6678 members 
Mstep: Class 31 contains 23468 members 
Mstep: Class 32 contains 39938 members 
Mstep: Class 33 contains 17869 members 
Mstep: Class 34 contains 5009 members 
Mstep: Class 35 contains 11407 members 
Mstep: Class 36 contains 2444 members 
Mstep: Class 37 contains 2748 members 
Mstep: Class 38 contains 19079 members 
Mstep: Class 39 contains 1360 members 
Mstep: Class 40 contains 14729 members 
Mstep: Class 41 contains 1936 members 
Mstep: Class 42 contains 1129 members 
Mstep: Class 43 contains 4226 members 
Mstep: Class 44 contains 4009 members 
Mstep: Class 45 contains 1286 members 
Mstep: Class 46 contains 5008 members 
Mstep: Class 47 contains 12341 members 
Mstep: Class 48 contains 2912 members 
Mstep: Class 49 contains 8044 members 
Mstep: Class 50 contains 27416 members 
Mstep: Class 51 contains 3325 members 
Mstep: Class 52 contains 1908 members 
Entering Unmasked Estep 
Score: -100305848.000000 Penalty: 115070.648438
Splitting cluster 45 changes total score from -100306568.000000 to -100305848.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 46 (5008 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Entering Unmasked Estep 
Score: -612992.562500 Penalty: 1384.303711
	Iteration 0F: 2 clusters Score -612992.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -609088.562500 Penalty: 2768.607422
	Iteration 0F: 3 clusters Score -609088.6 nChanged 2014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -610171.375000 Penalty: 2768.607422
	Iteration 1F: 3 clusters Score -610171.4 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -610340.125000 Penalty: 2768.607422
	Iteration 2F: 3 clusters Score -610340.1 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -610473.812500 Penalty: 2768.607422
	Iteration 3F: 3 clusters Score -610473.8 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -610574.750000 Penalty: 2768.607422
	Iteration 4Q: 3 clusters Score -610574.8 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -610679.062500 Penalty: 2768.607422
	Iteration 5Q: 3 clusters Score -610679.1 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -610775.625000 Penalty: 2768.607422
	Iteration 6Q: 3 clusters Score -610775.6 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -610874.187500 Penalty: 2768.607422
	Iteration 7Q: 3 clusters Score -610874.2 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -610970.187500 Penalty: 2768.607422
	Iteration 8Q: 3 clusters Score -610970.2 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -611075.062500 Penalty: 2768.607422
	Iteration 9Q: 3 clusters Score -611075.1 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -611178.125000 Penalty: 2768.607422
	Iteration 10Q: 3 clusters Score -611178.1 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -611309.187500 Penalty: 2768.607422
	Iteration 11Q: 3 clusters Score -611309.2 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -611474.875000 Penalty: 2768.607422
	Iteration 12Q: 3 clusters Score -611474.9 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -611660.687500 Penalty: 2768.607422
	Iteration 13Q: 3 clusters Score -611660.7 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -611837.250000 Penalty: 2768.607422
	Iteration 14Q: 3 clusters Score -611837.2 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -611956.250000 Penalty: 2768.607422
	Iteration 15Q: 3 clusters Score -611956.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -612023.625000 Penalty: 2768.607422
	Iteration 16Q: 3 clusters Score -612023.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -612072.312500 Penalty: 2768.607422
	Iteration 17Q: 3 clusters Score -612072.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -612104.562500 Penalty: 2768.607422
	Iteration 18Q: 3 clusters Score -612104.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -612131.812500 Penalty: 2768.607422
	Iteration 19Q: 3 clusters Score -612131.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -612146.562500 Penalty: 2768.607422
	Iteration 20F: 3 clusters Score -612146.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -612161.937500 Penalty: 2768.607422
	Iteration 21Q: 3 clusters Score -612161.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -612170.625000 Penalty: 2768.607422
	Iteration 22Q: 3 clusters Score -612170.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -612176.125000 Penalty: 2768.607422
	Iteration 23Q: 3 clusters Score -612176.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -612176.750000 Penalty: 2768.607422
	Iteration 24Q: 3 clusters Score -612176.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -612177.250000 Penalty: 2768.607422
	Iteration 25Q: 3 clusters Score -612177.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -612178.500000 Penalty: 2768.607422
	Iteration 26Q: 3 clusters Score -612178.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -612178.500000 Penalty: 2768.607422
	Iteration 27Q: 3 clusters Score -612178.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -612179.250000 Penalty: 2768.607422
	Iteration 28Q: 3 clusters Score -612179.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -612180.875000 Penalty: 2768.607422
	Iteration 29Q: 3 clusters Score -612180.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -612184.125000 Penalty: 2768.607422
	Iteration 30Q: 3 clusters Score -612184.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -612185.375000 Penalty: 2768.607422
	Iteration 31Q: 3 clusters Score -612185.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -612186.812500 Penalty: 2768.607422
	Iteration 32Q: 3 clusters Score -612186.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -612187.562500 Penalty: 2768.607422
	Iteration 33Q: 3 clusters Score -612187.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -612188.937500 Penalty: 2768.607422
	Iteration 34Q: 3 clusters Score -612188.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -612191.125000 Penalty: 2768.607422
	Iteration 35Q: 3 clusters Score -612191.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -612193.187500 Penalty: 2768.607422
	Iteration 36Q: 3 clusters Score -612193.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -612194.000000 Penalty: 2768.607422
	Iteration 37Q: 3 clusters Score -612194 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -612194.812500 Penalty: 2768.607422
	Iteration 38Q: 3 clusters Score -612194.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -612195.812500 Penalty: 2768.607422
	Iteration 39Q: 3 clusters Score -612195.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -612194.937500 Penalty: 2768.607422
	Iteration 40F: 3 clusters Score -612194.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (12341 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12341 members 
Entering Unmasked Estep 
Score: -1563626.000000 Penalty: 1530.860840
	Iteration 0F: 2 clusters Score -1563626 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6106 members 
Mstep: Class 2 contains 6235 members 
Entering Unmasked Estep 
Score: -1554964.625000 Penalty: 3061.721680
	Iteration 0F: 3 clusters Score -1554965 nChanged 5423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5585 members 
Mstep: Class 2 contains 6756 members 
Entering Unmasked Estep 
Score: -1558023.000000 Penalty: 3061.721680
	Iteration 1F: 3 clusters Score -1558023 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 7057 members 
Entering Unmasked Estep 
Score: -1558424.375000 Penalty: 3061.721680
	Iteration 2F: 3 clusters Score -1558424 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 7437 members 
Entering Unmasked Estep 
Score: -1558884.250000 Penalty: 3061.721680
	Iteration 3F: 3 clusters Score -1558884 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 7899 members 
Entering Unmasked Estep 
Score: -1559453.375000 Penalty: 3061.721680
	Iteration 4F: 3 clusters Score -1559453 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 8393 members 
Entering Unmasked Estep 
Score: -1560033.625000 Penalty: 3061.721680
	Iteration 5F: 3 clusters Score -1560034 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 8883 members 
Entering Unmasked Estep 
Score: -1560522.625000 Penalty: 3061.721680
	Iteration 6F: 3 clusters Score -1560523 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 9278 members 
Entering Unmasked Estep 
Score: -1560895.250000 Penalty: 3061.721680
	Iteration 7Q: 3 clusters Score -1560895 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 9642 members 
Entering Unmasked Estep 
Score: -1561201.125000 Penalty: 3061.721680
	Iteration 8Q: 3 clusters Score -1561201 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 9984 members 
Entering Unmasked Estep 
Score: -1561467.875000 Penalty: 3061.721680
	Iteration 9Q: 3 clusters Score -1561468 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 10255 members 
Entering Unmasked Estep 
Score: -1561660.000000 Penalty: 3061.721680
	Iteration 10Q: 3 clusters Score -1561660 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 10456 members 
Entering Unmasked Estep 
Score: -1561779.125000 Penalty: 3061.721680
	Iteration 11Q: 3 clusters Score -1561779 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 10610 members 
Entering Unmasked Estep 
Score: -1561866.625000 Penalty: 3061.721680
	Iteration 12Q: 3 clusters Score -1561867 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 10749 members 
Entering Unmasked Estep 
Score: -1561948.500000 Penalty: 3061.721680
	Iteration 13Q: 3 clusters Score -1561948 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 10877 members 
Entering Unmasked Estep 
Score: -1562025.375000 Penalty: 3061.721680
	Iteration 14Q: 3 clusters Score -1562025 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 10993 members 
Entering Unmasked Estep 
Score: -1562094.750000 Penalty: 3061.721680
	Iteration 15Q: 3 clusters Score -1562095 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 11095 members 
Entering Unmasked Estep 
Score: -1562146.875000 Penalty: 3061.721680
	Iteration 16Q: 3 clusters Score -1562147 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 11189 members 
Entering Unmasked Estep 
Score: -1562200.750000 Penalty: 3061.721680
	Iteration 17Q: 3 clusters Score -1562201 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 11259 members 
Entering Unmasked Estep 
Score: -1562240.375000 Penalty: 3061.721680
	Iteration 18Q: 3 clusters Score -1562240 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 11312 members 
Entering Unmasked Estep 
Score: -1562271.000000 Penalty: 3061.721680
	Iteration 19Q: 3 clusters Score -1562271 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 11350 members 
Entering Unmasked Estep 
Score: -1562284.625000 Penalty: 3061.721680
	Iteration 20F: 3 clusters Score -1562285 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 11386 members 
Entering Unmasked Estep 
Score: -1562306.250000 Penalty: 3061.721680
	Iteration 21Q: 3 clusters Score -1562306 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 11427 members 
Entering Unmasked Estep 
Score: -1562322.375000 Penalty: 3061.721680
	Iteration 22Q: 3 clusters Score -1562322 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 11465 members 
Entering Unmasked Estep 
Score: -1562337.125000 Penalty: 3061.721680
	Iteration 23Q: 3 clusters Score -1562337 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 11498 members 
Entering Unmasked Estep 
Score: -1562353.375000 Penalty: 3061.721680
	Iteration 24Q: 3 clusters Score -1562353 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 11529 members 
Entering Unmasked Estep 
Score: -1562368.125000 Penalty: 3061.721680
	Iteration 25Q: 3 clusters Score -1562368 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 11557 members 
Entering Unmasked Estep 
Score: -1562377.750000 Penalty: 3061.721680
	Iteration 26Q: 3 clusters Score -1562378 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 11586 members 
Entering Unmasked Estep 
Score: -1562393.875000 Penalty: 3061.721680
	Iteration 27Q: 3 clusters Score -1562394 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 11622 members 
Entering Unmasked Estep 
Score: -1562413.000000 Penalty: 3061.721680
	Iteration 28Q: 3 clusters Score -1562413 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 11657 members 
Entering Unmasked Estep 
Score: -1562429.625000 Penalty: 3061.721680
	Iteration 29Q: 3 clusters Score -1562430 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 11682 members 
Entering Unmasked Estep 
Score: -1562441.875000 Penalty: 3061.721680
	Iteration 30Q: 3 clusters Score -1562442 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 11702 members 
Entering Unmasked Estep 
Score: -1562450.875000 Penalty: 3061.721680
	Iteration 31Q: 3 clusters Score -1562451 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 11719 members 
Entering Unmasked Estep 
Score: -1562460.000000 Penalty: 3061.721680
	Iteration 32Q: 3 clusters Score -1562460 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 11733 members 
Entering Unmasked Estep 
Score: -1562468.750000 Penalty: 3061.721680
	Iteration 33Q: 3 clusters Score -1562469 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 11747 members 
Entering Unmasked Estep 
Score: -1562474.875000 Penalty: 3061.721680
	Iteration 34Q: 3 clusters Score -1562475 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 11761 members 
Entering Unmasked Estep 
Score: -1562478.250000 Penalty: 3061.721680
	Iteration 35Q: 3 clusters Score -1562478 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 11770 members 
Entering Unmasked Estep 
Score: -1562480.625000 Penalty: 3061.721680
	Iteration 36Q: 3 clusters Score -1562481 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 11779 members 
Entering Unmasked Estep 
Score: -1562485.500000 Penalty: 3061.721680
	Iteration 37Q: 3 clusters Score -1562486 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 11787 members 
Entering Unmasked Estep 
Score: -1562493.375000 Penalty: 3061.721680
	Iteration 38Q: 3 clusters Score -1562493 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 11794 members 
Entering Unmasked Estep 
Score: -1562494.875000 Penalty: 3061.721680
	Iteration 39Q: 3 clusters Score -1562495 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 11802 members 
Entering Unmasked Estep 
Score: -1562502.750000 Penalty: 3061.721680
	Iteration 40F: 3 clusters Score -1562503 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 11810 members 
Entering Unmasked Estep 
Score: -1562503.375000 Penalty: 3061.721680
	Iteration 41Q: 3 clusters Score -1562503 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 11813 members 
Entering Unmasked Estep 
Score: -1562507.375000 Penalty: 3061.721680
	Iteration 42Q: 3 clusters Score -1562507 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 11816 members 
Entering Unmasked Estep 
Score: -1562507.000000 Penalty: 3061.721680
	Iteration 43Q: 3 clusters Score -1562507 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 11818 members 
Entering Unmasked Estep 
Score: -1562510.000000 Penalty: 3061.721680
	Iteration 44Q: 3 clusters Score -1562510 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 11819 members 
Entering Unmasked Estep 
Score: -1562509.000000 Penalty: 3061.721680
	Iteration 45Q: 3 clusters Score -1562509 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 11819 members 
Entering Unmasked Estep 
Score: -1562509.000000 Penalty: 3061.721680
	Iteration 46F: 3 clusters Score -1562509 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (2912 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Entering Unmasked Estep 
Score: -331690.656250 Penalty: 1296.196777
	Iteration 0F: 2 clusters Score -331690.7 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 1427 members 
Entering Unmasked Estep 
Score: -329031.375000 Penalty: 2592.393555
	Iteration 0F: 3 clusters Score -329031.4 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -329786.375000 Penalty: 2592.393555
	Iteration 1F: 3 clusters Score -329786.4 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -330004.531250 Penalty: 2592.393555
	Iteration 2F: 3 clusters Score -330004.5 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -330131.968750 Penalty: 2592.393555
	Iteration 3F: 3 clusters Score -330132 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -330227.875000 Penalty: 2592.393555
	Iteration 4Q: 3 clusters Score -330227.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -330291.031250 Penalty: 2592.393555
	Iteration 5Q: 3 clusters Score -330291 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -330355.062500 Penalty: 2592.393555
	Iteration 6Q: 3 clusters Score -330355.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -330394.593750 Penalty: 2592.393555
	Iteration 7Q: 3 clusters Score -330394.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -330432.125000 Penalty: 2592.393555
	Iteration 8Q: 3 clusters Score -330432.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -330471.843750 Penalty: 2592.393555
	Iteration 9Q: 3 clusters Score -330471.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -330502.062500 Penalty: 2592.393555
	Iteration 10Q: 3 clusters Score -330502.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -330548.125000 Penalty: 2592.393555
	Iteration 11Q: 3 clusters Score -330548.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -330620.343750 Penalty: 2592.393555
	Iteration 12Q: 3 clusters Score -330620.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -330683.375000 Penalty: 2592.393555
	Iteration 13Q: 3 clusters Score -330683.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -330785.843750 Penalty: 2592.393555
	Iteration 14Q: 3 clusters Score -330785.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -330937.687500 Penalty: 2592.393555
	Iteration 15Q: 3 clusters Score -330937.7 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -331207.562500 Penalty: 2592.393555
	Iteration 16Q: 3 clusters Score -331207.6 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -331554.500000 Penalty: 2592.393555
	Iteration 17F: 3 clusters Score -331554.5 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -331779.000000 Penalty: 2592.393555
	Iteration 18Q: 3 clusters Score -331779 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -331919.593750 Penalty: 2592.393555
	Iteration 19Q: 3 clusters Score -331919.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -332007.062500 Penalty: 2592.393555
	Iteration 20F: 3 clusters Score -332007.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -332059.562500 Penalty: 2592.393555
	Iteration 21Q: 3 clusters Score -332059.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -332085.812500 Penalty: 2592.393555
	Iteration 22Q: 3 clusters Score -332085.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -332097.656250 Penalty: 2592.393555
	Iteration 23Q: 3 clusters Score -332097.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -332102.031250 Penalty: 2592.393555
	Iteration 24Q: 3 clusters Score -332102 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -332106.593750 Penalty: 2592.393555
	Iteration 25Q: 3 clusters Score -332106.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -332109.718750 Penalty: 2592.393555
	Iteration 26Q: 3 clusters Score -332109.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -332111.968750 Penalty: 2592.393555
	Iteration 27Q: 3 clusters Score -332112 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -332113.343750 Penalty: 2592.393555
	Iteration 28Q: 3 clusters Score -332113.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -332113.812500 Penalty: 2592.393555
	Iteration 29Q: 3 clusters Score -332113.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -332114.062500 Penalty: 2592.393555
	Iteration 30Q: 3 clusters Score -332114.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -332114.062500 Penalty: 2592.393555
	Iteration 31F: 3 clusters Score -332114.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 5713 members 
Mstep: Class 3 contains 5303 members 
Mstep: Class 4 contains 34979 members 
Mstep: Class 5 contains 95914 members 
Mstep: Class 6 contains 461 members 
Mstep: Class 7 contains 17582 members 
Mstep: Class 8 contains 152458 members 
Mstep: Class 9 contains 8831 members 
Mstep: Class 10 contains 2181 members 
Mstep: Class 11 contains 452 members 
Mstep: Class 12 contains 17985 members 
Mstep: Class 13 contains 1392 members 
Mstep: Class 14 contains 1888 members 
Mstep: Class 15 contains 8227 members 
Mstep: Class 16 contains 38964 members 
Mstep: Class 17 contains 56391 members 
Mstep: Class 18 contains 2373 members 
Mstep: Class 19 contains 11489 members 
Mstep: Class 20 contains 37291 members 
Mstep: Class 21 contains 8069 members 
Mstep: Class 22 contains 12596 members 
Mstep: Class 23 contains 3061 members 
Mstep: Class 24 contains 39542 members 
Mstep: Class 25 contains 9319 members 
Mstep: Class 26 contains 4111 members 
Mstep: Class 27 contains 8847 members 
Mstep: Class 28 contains 3829 members 
Mstep: Class 29 contains 7718 members 
Mstep: Class 30 contains 6678 members 
Mstep: Class 31 contains 23468 members 
Mstep: Class 32 contains 39938 members 
Mstep: Class 33 contains 17869 members 
Mstep: Class 34 contains 5009 members 
Mstep: Class 35 contains 11407 members 
Mstep: Class 36 contains 2444 members 
Mstep: Class 37 contains 2748 members 
Mstep: Class 38 contains 19079 members 
Mstep: Class 39 contains 1360 members 
Mstep: Class 40 contains 14729 members 
Mstep: Class 41 contains 1936 members 
Mstep: Class 42 contains 1129 members 
Mstep: Class 43 contains 4226 members 
Mstep: Class 44 contains 4009 members 
Mstep: Class 45 contains 3194 members 
Mstep: Class 46 contains 5008 members 
Mstep: Class 47 contains 12341 members 
Mstep: Class 48 contains 1117 members 
Mstep: Class 49 contains 8044 members 
Mstep: Class 50 contains 27416 members 
Mstep: Class 51 contains 3325 members 
Mstep: Class 52 contains 1795 members 
Entering Unmasked Estep 
Score: -100305808.000000 Penalty: 115070.648438
Splitting cluster 48 changes total score from -100306568.000000 to -100305808.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 49 (8044 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8044 members 
Entering Unmasked Estep 
Score: -1026508.625000 Penalty: 1461.310791
	Iteration 0F: 2 clusters Score -1026509 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -1020604.500000 Penalty: 2922.621582
	Iteration 0F: 3 clusters Score -1020604 nChanged 3428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -1022465.437500 Penalty: 2922.621582
	Iteration 1F: 3 clusters Score -1022465 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -1022779.312500 Penalty: 2922.621582
	Iteration 2F: 3 clusters Score -1022779 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -1023045.250000 Penalty: 2922.621582
	Iteration 3F: 3 clusters Score -1023045 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -1023300.250000 Penalty: 2922.621582
	Iteration 4F: 3 clusters Score -1023300 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -1023553.187500 Penalty: 2922.621582
	Iteration 5F: 3 clusters Score -1023553 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 5204 members 
Entering Unmasked Estep 
Score: -1023853.250000 Penalty: 2922.621582
	Iteration 6F: 3 clusters Score -1023853 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 5568 members 
Entering Unmasked Estep 
Score: -1024198.500000 Penalty: 2922.621582
	Iteration 7F: 3 clusters Score -1024198 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 5899 members 
Entering Unmasked Estep 
Score: -1024524.812500 Penalty: 2922.621582
	Iteration 8F: 3 clusters Score -1024525 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 6221 members 
Entering Unmasked Estep 
Score: -1024828.437500 Penalty: 2922.621582
	Iteration 9Q: 3 clusters Score -1024828 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 6472 members 
Entering Unmasked Estep 
Score: -1025053.625000 Penalty: 2922.621582
	Iteration 10Q: 3 clusters Score -1025054 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 6668 members 
Entering Unmasked Estep 
Score: -1025208.875000 Penalty: 2922.621582
	Iteration 11Q: 3 clusters Score -1025209 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 6820 members 
Entering Unmasked Estep 
Score: -1025300.312500 Penalty: 2922.621582
	Iteration 12Q: 3 clusters Score -1025300 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 6922 members 
Entering Unmasked Estep 
Score: -1025366.937500 Penalty: 2922.621582
	Iteration 13Q: 3 clusters Score -1025367 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 7020 members 
Entering Unmasked Estep 
Score: -1025423.937500 Penalty: 2922.621582
	Iteration 14Q: 3 clusters Score -1025424 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 7083 members 
Entering Unmasked Estep 
Score: -1025470.562500 Penalty: 2922.621582
	Iteration 15Q: 3 clusters Score -1025471 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 7132 members 
Entering Unmasked Estep 
Score: -1025507.062500 Penalty: 2922.621582
	Iteration 16Q: 3 clusters Score -1025507 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 7183 members 
Entering Unmasked Estep 
Score: -1025543.562500 Penalty: 2922.621582
	Iteration 17Q: 3 clusters Score -1025544 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 7225 members 
Entering Unmasked Estep 
Score: -1025573.250000 Penalty: 2922.621582
	Iteration 18Q: 3 clusters Score -1025573 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 7253 members 
Entering Unmasked Estep 
Score: -1025597.000000 Penalty: 2922.621582
	Iteration 19Q: 3 clusters Score -1025597 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 7281 members 
Entering Unmasked Estep 
Score: -1025622.750000 Penalty: 2922.621582
	Iteration 20F: 3 clusters Score -1025623 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 7296 members 
Entering Unmasked Estep 
Score: -1025631.312500 Penalty: 2922.621582
	Iteration 21Q: 3 clusters Score -1025631 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 7308 members 
Entering Unmasked Estep 
Score: -1025640.125000 Penalty: 2922.621582
	Iteration 22Q: 3 clusters Score -1025640 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 7318 members 
Entering Unmasked Estep 
Score: -1025643.562500 Penalty: 2922.621582
	Iteration 23Q: 3 clusters Score -1025644 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 7326 members 
Entering Unmasked Estep 
Score: -1025647.562500 Penalty: 2922.621582
	Iteration 24Q: 3 clusters Score -1025648 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 7333 members 
Entering Unmasked Estep 
Score: -1025650.687500 Penalty: 2922.621582
	Iteration 25Q: 3 clusters Score -1025651 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 7339 members 
Entering Unmasked Estep 
Score: -1025653.375000 Penalty: 2922.621582
	Iteration 26Q: 3 clusters Score -1025653 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 7344 members 
Entering Unmasked Estep 
Score: -1025655.187500 Penalty: 2922.621582
	Iteration 27Q: 3 clusters Score -1025655 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 7347 members 
Entering Unmasked Estep 
Score: -1025655.500000 Penalty: 2922.621582
	Iteration 28Q: 3 clusters Score -1025656 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 7349 members 
Entering Unmasked Estep 
Score: -1025656.375000 Penalty: 2922.621582
	Iteration 29Q: 3 clusters Score -1025656 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 7350 members 
Entering Unmasked Estep 
Score: -1025657.937500 Penalty: 2922.621582
	Iteration 30Q: 3 clusters Score -1025658 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 7352 members 
Entering Unmasked Estep 
Score: -1025658.500000 Penalty: 2922.621582
	Iteration 31Q: 3 clusters Score -1025658 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 7353 members 
Entering Unmasked Estep 
Score: -1025659.312500 Penalty: 2922.621582
	Iteration 32Q: 3 clusters Score -1025659 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 7353 members 
Entering Unmasked Estep 
Score: -1025659.312500 Penalty: 2922.621582
	Iteration 33F: 3 clusters Score -1025659 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (27416 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27416 members 
Entering Unmasked Estep 
Score: -3516342.750000 Penalty: 1660.568237
	Iteration 0F: 2 clusters Score -3516343 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13741 members 
Mstep: Class 2 contains 13675 members 
Entering Unmasked Estep 
Score: -3497864.000000 Penalty: 3321.136475
	Iteration 0F: 3 clusters Score -3497864 nChanged 12583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14222 members 
Mstep: Class 2 contains 13194 members 
Entering Unmasked Estep 
Score: -3505080.250000 Penalty: 3321.136475
	Iteration 1F: 3 clusters Score -3505080 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14591 members 
Mstep: Class 2 contains 12825 members 
Entering Unmasked Estep 
Score: -3505859.000000 Penalty: 3321.136475
	Iteration 2F: 3 clusters Score -3505859 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15149 members 
Mstep: Class 2 contains 12267 members 
Entering Unmasked Estep 
Score: -3506742.750000 Penalty: 3321.136475
	Iteration 3F: 3 clusters Score -3506743 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15828 members 
Mstep: Class 2 contains 11588 members 
Entering Unmasked Estep 
Score: -3507719.000000 Penalty: 3321.136475
	Iteration 4F: 3 clusters Score -3507719 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16593 members 
Mstep: Class 2 contains 10823 members 
Entering Unmasked Estep 
Score: -3508697.250000 Penalty: 3321.136475
	Iteration 5F: 3 clusters Score -3508697 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17369 members 
Mstep: Class 2 contains 10047 members 
Entering Unmasked Estep 
Score: -3509667.250000 Penalty: 3321.136475
	Iteration 6F: 3 clusters Score -3509667 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18104 members 
Mstep: Class 2 contains 9312 members 
Entering Unmasked Estep 
Score: -3510620.250000 Penalty: 3321.136475
	Iteration 7Q: 3 clusters Score -3510620 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18806 members 
Mstep: Class 2 contains 8610 members 
Entering Unmasked Estep 
Score: -3511536.750000 Penalty: 3321.136475
	Iteration 8Q: 3 clusters Score -3511537 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19345 members 
Mstep: Class 2 contains 8071 members 
Entering Unmasked Estep 
Score: -3512336.500000 Penalty: 3321.136475
	Iteration 9Q: 3 clusters Score -3512336 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19755 members 
Mstep: Class 2 contains 7661 members 
Entering Unmasked Estep 
Score: -3512917.750000 Penalty: 3321.136475
	Iteration 10Q: 3 clusters Score -3512918 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20112 members 
Mstep: Class 2 contains 7304 members 
Entering Unmasked Estep 
Score: -3513287.000000 Penalty: 3321.136475
	Iteration 11Q: 3 clusters Score -3513287 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20449 members 
Mstep: Class 2 contains 6967 members 
Entering Unmasked Estep 
Score: -3513550.250000 Penalty: 3321.136475
	Iteration 12Q: 3 clusters Score -3513550 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20728 members 
Mstep: Class 2 contains 6688 members 
Entering Unmasked Estep 
Score: -3513710.750000 Penalty: 3321.136475
	Iteration 13Q: 3 clusters Score -3513711 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21004 members 
Mstep: Class 2 contains 6412 members 
Entering Unmasked Estep 
Score: -3513814.500000 Penalty: 3321.136475
	Iteration 14Q: 3 clusters Score -3513814 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21249 members 
Mstep: Class 2 contains 6167 members 
Entering Unmasked Estep 
Score: -3513918.250000 Penalty: 3321.136475
	Iteration 15Q: 3 clusters Score -3513918 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21488 members 
Mstep: Class 2 contains 5928 members 
Entering Unmasked Estep 
Score: -3514013.500000 Penalty: 3321.136475
	Iteration 16Q: 3 clusters Score -3514014 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21735 members 
Mstep: Class 2 contains 5681 members 
Entering Unmasked Estep 
Score: -3514113.000000 Penalty: 3321.136475
	Iteration 17Q: 3 clusters Score -3514113 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21974 members 
Mstep: Class 2 contains 5442 members 
Entering Unmasked Estep 
Score: -3514204.000000 Penalty: 3321.136475
	Iteration 18Q: 3 clusters Score -3514204 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22196 members 
Mstep: Class 2 contains 5220 members 
Entering Unmasked Estep 
Score: -3514278.000000 Penalty: 3321.136475
	Iteration 19Q: 3 clusters Score -3514278 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22392 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -3514357.750000 Penalty: 3321.136475
	Iteration 20F: 3 clusters Score -3514358 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22583 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -3514412.000000 Penalty: 3321.136475
	Iteration 21Q: 3 clusters Score -3514412 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22777 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
Score: -3514469.500000 Penalty: 3321.136475
	Iteration 22Q: 3 clusters Score -3514470 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22972 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -3514522.500000 Penalty: 3321.136475
	Iteration 23Q: 3 clusters Score -3514522 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23153 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -3514579.000000 Penalty: 3321.136475
	Iteration 24Q: 3 clusters Score -3514579 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23332 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -3514640.250000 Penalty: 3321.136475
	Iteration 25Q: 3 clusters Score -3514640 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23506 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -3514701.500000 Penalty: 3321.136475
	Iteration 26Q: 3 clusters Score -3514702 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23679 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -3514750.250000 Penalty: 3321.136475
	Iteration 27Q: 3 clusters Score -3514750 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23865 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -3514818.250000 Penalty: 3321.136475
	Iteration 28Q: 3 clusters Score -3514818 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24018 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -3514869.500000 Penalty: 3321.136475
	Iteration 29Q: 3 clusters Score -3514870 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24173 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -3514922.500000 Penalty: 3321.136475
	Iteration 30Q: 3 clusters Score -3514922 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24331 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -3514962.500000 Penalty: 3321.136475
	Iteration 31Q: 3 clusters Score -3514962 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24479 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -3515023.500000 Penalty: 3321.136475
	Iteration 32Q: 3 clusters Score -3515024 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24615 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -3515067.500000 Penalty: 3321.136475
	Iteration 33Q: 3 clusters Score -3515068 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24725 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -3515111.750000 Penalty: 3321.136475
	Iteration 34Q: 3 clusters Score -3515112 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24829 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -3515164.250000 Penalty: 3321.136475
	Iteration 35Q: 3 clusters Score -3515164 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24941 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -3515202.500000 Penalty: 3321.136475
	Iteration 36Q: 3 clusters Score -3515202 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25059 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -3515271.750000 Penalty: 3321.136475
	Iteration 37Q: 3 clusters Score -3515272 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25161 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -3515347.500000 Penalty: 3321.136475
	Iteration 38Q: 3 clusters Score -3515348 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25266 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -3515459.250000 Penalty: 3321.136475
	Iteration 39Q: 3 clusters Score -3515459 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25366 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -3515618.250000 Penalty: 3321.136475
	Iteration 40F: 3 clusters Score -3515618 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25467 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -3515776.750000 Penalty: 3321.136475
	Iteration 41Q: 3 clusters Score -3515777 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25532 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -3515889.750000 Penalty: 3321.136475
	Iteration 42Q: 3 clusters Score -3515890 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25579 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -3515936.250000 Penalty: 3321.136475
	Iteration 43Q: 3 clusters Score -3515936 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25604 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -3515945.250000 Penalty: 3321.136475
	Iteration 44Q: 3 clusters Score -3515945 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25616 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -3515962.750000 Penalty: 3321.136475
	Iteration 45Q: 3 clusters Score -3515963 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25621 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -3515972.750000 Penalty: 3321.136475
	Iteration 46Q: 3 clusters Score -3515973 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25621 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -3515975.500000 Penalty: 3321.136475
	Iteration 47Q: 3 clusters Score -3515976 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25618 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -3515982.250000 Penalty: 3321.136475
	Iteration 48Q: 3 clusters Score -3515982 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25620 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -3515978.000000 Penalty: 3321.136475
	Iteration 49Q: 3 clusters Score -3515978 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25621 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -3515977.250000 Penalty: 3321.136475
	Iteration 50Q: 3 clusters Score -3515977 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25624 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -3515980.750000 Penalty: 3321.136475
	Iteration 51Q: 3 clusters Score -3515981 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25626 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -3515978.250000 Penalty: 3321.136475
	Iteration 52Q: 3 clusters Score -3515978 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25627 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -3515980.000000 Penalty: 3321.136475
	Iteration 53Q: 3 clusters Score -3515980 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25627 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -3515980.000000 Penalty: 3321.136475
	Iteration 54F: 3 clusters Score -3515980 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (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: -416734.937500 Penalty: 1317.749146
	Iteration 0F: 2 clusters Score -416734.9 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 1652 members 
Entering Unmasked Estep 
Score: -413833.968750 Penalty: 2635.498291
	Iteration 0F: 3 clusters Score -413834 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -414592.968750 Penalty: 2635.498291
	Iteration 1F: 3 clusters Score -414593 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -414817.125000 Penalty: 2635.498291
	Iteration 2F: 3 clusters Score -414817.1 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -415008.437500 Penalty: 2635.498291
	Iteration 3F: 3 clusters Score -415008.4 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -415177.406250 Penalty: 2635.498291
	Iteration 4F: 3 clusters Score -415177.4 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -415341.500000 Penalty: 2635.498291
	Iteration 5F: 3 clusters Score -415341.5 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -415470.312500 Penalty: 2635.498291
	Iteration 6Q: 3 clusters Score -415470.3 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -415557.750000 Penalty: 2635.498291
	Iteration 7Q: 3 clusters Score -415557.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -415616.625000 Penalty: 2635.498291
	Iteration 8Q: 3 clusters Score -415616.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -415652.593750 Penalty: 2635.498291
	Iteration 9Q: 3 clusters Score -415652.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -415672.718750 Penalty: 2635.498291
	Iteration 10Q: 3 clusters Score -415672.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -415685.593750 Penalty: 2635.498291
	Iteration 11Q: 3 clusters Score -415685.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -415696.000000 Penalty: 2635.498291
	Iteration 12Q: 3 clusters Score -415696 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -415705.062500 Penalty: 2635.498291
	Iteration 13Q: 3 clusters Score -415705.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -415712.125000 Penalty: 2635.498291
	Iteration 14Q: 3 clusters Score -415712.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -415722.093750 Penalty: 2635.498291
	Iteration 15Q: 3 clusters Score -415722.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -415728.093750 Penalty: 2635.498291
	Iteration 16Q: 3 clusters Score -415728.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -415731.687500 Penalty: 2635.498291
	Iteration 17Q: 3 clusters Score -415731.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -415737.468750 Penalty: 2635.498291
	Iteration 18Q: 3 clusters Score -415737.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -415740.531250 Penalty: 2635.498291
	Iteration 19Q: 3 clusters Score -415740.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -415741.218750 Penalty: 2635.498291
	Iteration 20F: 3 clusters Score -415741.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -415742.656250 Penalty: 2635.498291
	Iteration 21Q: 3 clusters Score -415742.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -415743.562500 Penalty: 2635.498291
	Iteration 22Q: 3 clusters Score -415743.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -415745.437500 Penalty: 2635.498291
	Iteration 23Q: 3 clusters Score -415745.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -415746.593750 Penalty: 2635.498291
	Iteration 24Q: 3 clusters Score -415746.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -415746.906250 Penalty: 2635.498291
	Iteration 25Q: 3 clusters Score -415746.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -415747.437500 Penalty: 2635.498291
	Iteration 26Q: 3 clusters Score -415747.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -415747.250000 Penalty: 2635.498291
	Iteration 27Q: 3 clusters Score -415747.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -415748.562500 Penalty: 2635.498291
	Iteration 28Q: 3 clusters Score -415748.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -415749.062500 Penalty: 2635.498291
	Iteration 29Q: 3 clusters Score -415749.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -415749.062500 Penalty: 2635.498291
	Iteration 30F: 3 clusters Score -415749.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 5713 members 
Mstep: Class 3 contains 5303 members 
Mstep: Class 4 contains 34979 members 
Mstep: Class 5 contains 95914 members 
Mstep: Class 6 contains 461 members 
Mstep: Class 7 contains 17582 members 
Mstep: Class 8 contains 152458 members 
Mstep: Class 9 contains 8831 members 
Mstep: Class 10 contains 2181 members 
Mstep: Class 11 contains 452 members 
Mstep: Class 12 contains 17985 members 
Mstep: Class 13 contains 1392 members 
Mstep: Class 14 contains 1888 members 
Mstep: Class 15 contains 8227 members 
Mstep: Class 16 contains 38964 members 
Mstep: Class 17 contains 56391 members 
Mstep: Class 18 contains 2373 members 
Mstep: Class 19 contains 11489 members 
Mstep: Class 20 contains 37291 members 
Mstep: Class 21 contains 8069 members 
Mstep: Class 22 contains 12596 members 
Mstep: Class 23 contains 3061 members 
Mstep: Class 24 contains 39542 members 
Mstep: Class 25 contains 9319 members 
Mstep: Class 26 contains 4111 members 
Mstep: Class 27 contains 8847 members 
Mstep: Class 28 contains 3829 members 
Mstep: Class 29 contains 7718 members 
Mstep: Class 30 contains 6678 members 
Mstep: Class 31 contains 23468 members 
Mstep: Class 32 contains 39938 members 
Mstep: Class 33 contains 17869 members 
Mstep: Class 34 contains 5009 members 
Mstep: Class 35 contains 11407 members 
Mstep: Class 36 contains 2444 members 
Mstep: Class 37 contains 2748 members 
Mstep: Class 38 contains 19079 members 
Mstep: Class 39 contains 1360 members 
Mstep: Class 40 contains 14729 members 
Mstep: Class 41 contains 1936 members 
Mstep: Class 42 contains 1129 members 
Mstep: Class 43 contains 4226 members 
Mstep: Class 44 contains 4009 members 
Mstep: Class 45 contains 3194 members 
Mstep: Class 46 contains 5008 members 
Mstep: Class 47 contains 12341 members 
Mstep: Class 48 contains 2912 members 
Mstep: Class 49 contains 8044 members 
Mstep: Class 50 contains 27416 members 
Mstep: Class 51 contains 3325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100306624.000000 Penalty: 112857.750000
Iteration 199Q: 52 clusters Score -1.003066e+08 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 5713 members 
Mstep: Class 3 contains 5303 members 
Mstep: Class 4 contains 34977 members 
Mstep: Class 5 contains 95914 members 
Mstep: Class 6 contains 461 members 
Mstep: Class 7 contains 17582 members 
Mstep: Class 8 contains 152461 members 
Mstep: Class 9 contains 8834 members 
Mstep: Class 10 contains 2181 members 
Mstep: Class 11 contains 452 members 
Mstep: Class 12 contains 17984 members 
Mstep: Class 13 contains 1392 members 
Mstep: Class 14 contains 1888 members 
Mstep: Class 15 contains 8227 members 
Mstep: Class 16 contains 38964 members 
Mstep: Class 17 contains 56390 members 
Mstep: Class 18 contains 2373 members 
Mstep: Class 19 contains 11487 members 
Mstep: Class 20 contains 37284 members 
Mstep: Class 21 contains 8070 members 
Mstep: Class 22 contains 12596 members 
Mstep: Class 23 contains 3061 members 
Mstep: Class 24 contains 39543 members 
Mstep: Class 25 contains 9319 members 
Mstep: Class 26 contains 4112 members 
Mstep: Class 27 contains 8847 members 
Mstep: Class 28 contains 3830 members 
Mstep: Class 29 contains 7717 members 
Mstep: Class 30 contains 6678 members 
Mstep: Class 31 contains 23468 members 
Mstep: Class 32 contains 39938 members 
Mstep: Class 33 contains 17869 members 
Mstep: Class 34 contains 5012 members 
Mstep: Class 35 contains 11407 members 
Mstep: Class 36 contains 2444 members 
Mstep: Class 37 contains 2748 members 
Mstep: Class 38 contains 19078 members 
Mstep: Class 39 contains 1360 members 
Mstep: Class 40 contains 14731 members 
Mstep: Class 41 contains 1936 members 
Mstep: Class 42 contains 1129 members 
Mstep: Class 43 contains 4226 members 
Mstep: Class 44 contains 4008 members 
Mstep: Class 45 contains 3195 members 
Mstep: Class 46 contains 5008 members 
Mstep: Class 47 contains 12341 members 
Mstep: Class 48 contains 2912 members 
Mstep: Class 49 contains 8044 members 
Mstep: Class 50 contains 27416 members 
Mstep: Class 51 contains 3325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100306608.000000 Penalty: 112857.750000
Iteration 200F: 52 clusters Score -1.003066e+08 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 5713 members 
Mstep: Class 3 contains 5303 members 
Mstep: Class 4 contains 34975 members 
Mstep: Class 5 contains 95917 members 
Mstep: Class 6 contains 461 members 
Mstep: Class 7 contains 17581 members 
Mstep: Class 8 contains 152464 members 
Mstep: Class 9 contains 8837 members 
Mstep: Class 10 contains 2181 members 
Mstep: Class 11 contains 452 members 
Mstep: Class 12 contains 17984 members 
Mstep: Class 13 contains 1392 members 
Mstep: Class 14 contains 1888 members 
Mstep: Class 15 contains 8227 members 
Mstep: Class 16 contains 38964 members 
Mstep: Class 17 contains 56391 members 
Mstep: Class 18 contains 2373 members 
Mstep: Class 19 contains 11487 members 
Mstep: Class 20 contains 37275 members 
Mstep: Class 21 contains 8070 members 
Mstep: Class 22 contains 12596 members 
Mstep: Class 23 contains 3061 members 
Mstep: Class 24 contains 39543 members 
Mstep: Class 25 contains 9319 members 
Mstep: Class 26 contains 4112 members 
Mstep: Class 27 contains 8847 members 
Mstep: Class 28 contains 3831 members 
Mstep: Class 29 contains 7717 members 
Mstep: Class 30 contains 6678 members 
Mstep: Class 31 contains 23467 members 
Mstep: Class 32 contains 39937 members 
Mstep: Class 33 contains 17869 members 
Mstep: Class 34 contains 5013 members 
Mstep: Class 35 contains 11407 members 
Mstep: Class 36 contains 2444 members 
Mstep: Class 37 contains 2747 members 
Mstep: Class 38 contains 19077 members 
Mstep: Class 39 contains 1360 members 
Mstep: Class 40 contains 14733 members 
Mstep: Class 41 contains 1936 members 
Mstep: Class 42 contains 1129 members 
Mstep: Class 43 contains 4226 members 
Mstep: Class 44 contains 4008 members 
Mstep: Class 45 contains 3196 members 
Mstep: Class 46 contains 5009 members 
Mstep: Class 47 contains 12341 members 
Mstep: Class 48 contains 2912 members 
Mstep: Class 49 contains 8044 members 
Mstep: Class 50 contains 27416 members 
Mstep: Class 51 contains 3325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100306632.000000 Penalty: 112857.750000
Iteration 201Q: 52 clusters Score -1.003066e+08 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 5713 members 
Mstep: Class 3 contains 5303 members 
Mstep: Class 4 contains 34972 members 
Mstep: Class 5 contains 95920 members 
Mstep: Class 6 contains 461 members 
Mstep: Class 7 contains 17581 members 
Mstep: Class 8 contains 152465 members 
Mstep: Class 9 contains 8838 members 
Mstep: Class 10 contains 2181 members 
Mstep: Class 11 contains 452 members 
Mstep: Class 12 contains 17983 members 
Mstep: Class 13 contains 1392 members 
Mstep: Class 14 contains 1888 members 
Mstep: Class 15 contains 8227 members 
Mstep: Class 16 contains 38964 members 
Mstep: Class 17 contains 56389 members 
Mstep: Class 18 contains 2373 members 
Mstep: Class 19 contains 11487 members 
Mstep: Class 20 contains 37266 members 
Mstep: Class 21 contains 8070 members 
Mstep: Class 22 contains 12596 members 
Mstep: Class 23 contains 3061 members 
Mstep: Class 24 contains 39543 members 
Mstep: Class 25 contains 9320 members 
Mstep: Class 26 contains 4112 members 
Mstep: Class 27 contains 8846 members 
Mstep: Class 28 contains 3832 members 
Mstep: Class 29 contains 7716 members 
Mstep: Class 30 contains 6678 members 
Mstep: Class 31 contains 23467 members 
Mstep: Class 32 contains 39935 members 
Mstep: Class 33 contains 17869 members 
Mstep: Class 34 contains 5015 members 
Mstep: Class 35 contains 11407 members 
Mstep: Class 36 contains 2444 members 
Mstep: Class 37 contains 2748 members 
Mstep: Class 38 contains 19078 members 
Mstep: Class 39 contains 1360 members 
Mstep: Class 40 contains 14736 members 
Mstep: Class 41 contains 1936 members 
Mstep: Class 42 contains 1129 members 
Mstep: Class 43 contains 4226 members 
Mstep: Class 44 contains 4010 members 
Mstep: Class 45 contains 3198 members 
Mstep: Class 46 contains 5009 members 
Mstep: Class 47 contains 12341 members 
Mstep: Class 48 contains 2912 members 
Mstep: Class 49 contains 8044 members 
Mstep: Class 50 contains 27417 members 
Mstep: Class 51 contains 3325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100306592.000000 Penalty: 112857.750000
Iteration 202Q: 52 clusters Score -1.003066e+08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 5714 members 
Mstep: Class 3 contains 5303 members 
Mstep: Class 4 contains 34971 members 
Mstep: Class 5 contains 95921 members 
Mstep: Class 6 contains 461 members 
Mstep: Class 7 contains 17580 members 
Mstep: Class 8 contains 152465 members 
Mstep: Class 9 contains 8841 members 
Mstep: Class 10 contains 2181 members 
Mstep: Class 11 contains 452 members 
Mstep: Class 12 contains 17982 members 
Mstep: Class 13 contains 1392 members 
Mstep: Class 14 contains 1888 members 
Mstep: Class 15 contains 8227 members 
Mstep: Class 16 contains 38964 members 
Mstep: Class 17 contains 56387 members 
Mstep: Class 18 contains 2373 members 
Mstep: Class 19 contains 11487 members 
Mstep: Class 20 contains 37262 members 
Mstep: Class 21 contains 8070 members 
Mstep: Class 22 contains 12596 members 
Mstep: Class 23 contains 3061 members 
Mstep: Class 24 contains 39543 members 
Mstep: Class 25 contains 9321 members 
Mstep: Class 26 contains 4112 members 
Mstep: Class 27 contains 8845 members 
Mstep: Class 28 contains 3832 members 
Mstep: Class 29 contains 7716 members 
Mstep: Class 30 contains 6678 members 
Mstep: Class 31 contains 23469 members 
Mstep: Class 32 contains 39935 members 
Mstep: Class 33 contains 17869 members 
Mstep: Class 34 contains 5018 members 
Mstep: Class 35 contains 11407 members 
Mstep: Class 36 contains 2444 members 
Mstep: Class 37 contains 2748 members 
Mstep: Class 38 contains 19077 members 
Mstep: Class 39 contains 1360 members 
Mstep: Class 40 contains 14736 members 
Mstep: Class 41 contains 1936 members 
Mstep: Class 42 contains 1129 members 
Mstep: Class 43 contains 4226 members 
Mstep: Class 44 contains 4011 members 
Mstep: Class 45 contains 3198 members 
Mstep: Class 46 contains 5008 members 
Mstep: Class 47 contains 12341 members 
Mstep: Class 48 contains 2912 members 
Mstep: Class 49 contains 8044 members 
Mstep: Class 50 contains 27417 members 
Mstep: Class 51 contains 3325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100306640.000000 Penalty: 112857.750000
Iteration 203Q: 52 clusters Score -1.003066e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 5715 members 
Mstep: Class 3 contains 5303 members 
Mstep: Class 4 contains 34971 members 
Mstep: Class 5 contains 95921 members 
Mstep: Class 6 contains 461 members 
Mstep: Class 7 contains 17579 members 
Mstep: Class 8 contains 152467 members 
Mstep: Class 9 contains 8841 members 
Mstep: Class 10 contains 2181 members 
Mstep: Class 11 contains 452 members 
Mstep: Class 12 contains 17982 members 
Mstep: Class 13 contains 1392 members 
Mstep: Class 14 contains 1888 members 
Mstep: Class 15 contains 8227 members 
Mstep: Class 16 contains 38964 members 
Mstep: Class 17 contains 56387 members 
Mstep: Class 18 contains 2373 members 
Mstep: Class 19 contains 11487 members 
Mstep: Class 20 contains 37259 members 
Mstep: Class 21 contains 8070 members 
Mstep: Class 22 contains 12596 members 
Mstep: Class 23 contains 3061 members 
Mstep: Class 24 contains 39545 members 
Mstep: Class 25 contains 9321 members 
Mstep: Class 26 contains 4112 members 
Mstep: Class 27 contains 8845 members 
Mstep: Class 28 contains 3833 members 
Mstep: Class 29 contains 7715 members 
Mstep: Class 30 contains 6677 members 
Mstep: Class 31 contains 23470 members 
Mstep: Class 32 contains 39935 members 
Mstep: Class 33 contains 17869 members 
Mstep: Class 34 contains 5021 members 
Mstep: Class 35 contains 11407 members 
Mstep: Class 36 contains 2444 members 
Mstep: Class 37 contains 2748 members 
Mstep: Class 38 contains 19074 members 
Mstep: Class 39 contains 1360 members 
Mstep: Class 40 contains 14737 members 
Mstep: Class 41 contains 1936 members 
Mstep: Class 42 contains 1129 members 
Mstep: Class 43 contains 4226 members 
Mstep: Class 44 contains 4010 members 
Mstep: Class 45 contains 3198 members 
Mstep: Class 46 contains 5008 members 
Mstep: Class 47 contains 12341 members 
Mstep: Class 48 contains 2912 members 
Mstep: Class 49 contains 8043 members 
Mstep: Class 50 contains 27417 members 
Mstep: Class 51 contains 3325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100306616.000000 Penalty: 112857.750000
Iteration 204Q: 52 clusters Score -1.003066e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 5715 members 
Mstep: Class 3 contains 5303 members 
Mstep: Class 4 contains 34971 members 
Mstep: Class 5 contains 95921 members 
Mstep: Class 6 contains 461 members 
Mstep: Class 7 contains 17577 members 
Mstep: Class 8 contains 152469 members 
Mstep: Class 9 contains 8841 members 
Mstep: Class 10 contains 2181 members 
Mstep: Class 11 contains 452 members 
Mstep: Class 12 contains 17982 members 
Mstep: Class 13 contains 1392 members 
Mstep: Class 14 contains 1888 members 
Mstep: Class 15 contains 8227 members 
Mstep: Class 16 contains 38964 members 
Mstep: Class 17 contains 56387 members 
Mstep: Class 18 contains 2373 members 
Mstep: Class 19 contains 11487 members 
Mstep: Class 20 contains 37258 members 
Mstep: Class 21 contains 8070 members 
Mstep: Class 22 contains 12596 members 
Mstep: Class 23 contains 3061 members 
Mstep: Class 24 contains 39546 members 
Mstep: Class 25 contains 9321 members 
Mstep: Class 26 contains 4112 members 
Mstep: Class 27 contains 8845 members 
Mstep: Class 28 contains 3833 members 
Mstep: Class 29 contains 7715 members 
Mstep: Class 30 contains 6677 members 
Mstep: Class 31 contains 23470 members 
Mstep: Class 32 contains 39933 members 
Mstep: Class 33 contains 17869 members 
Mstep: Class 34 contains 5022 members 
Mstep: Class 35 contains 11407 members 
Mstep: Class 36 contains 2444 members 
Mstep: Class 37 contains 2748 members 
Mstep: Class 38 contains 19075 members 
Mstep: Class 39 contains 1360 members 
Mstep: Class 40 contains 14737 members 
Mstep: Class 41 contains 1936 members 
Mstep: Class 42 contains 1129 members 
Mstep: Class 43 contains 4226 members 
Mstep: Class 44 contains 4010 members 
Mstep: Class 45 contains 3198 members 
Mstep: Class 46 contains 5009 members 
Mstep: Class 47 contains 12341 members 
Mstep: Class 48 contains 2912 members 
Mstep: Class 49 contains 8042 members 
Mstep: Class 50 contains 27417 members 
Mstep: Class 51 contains 3325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100306616.000000 Penalty: 112857.750000
Iteration 205Q: 52 clusters Score -1.003066e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 5715 members 
Mstep: Class 3 contains 5303 members 
Mstep: Class 4 contains 34970 members 
Mstep: Class 5 contains 95921 members 
Mstep: Class 6 contains 461 members 
Mstep: Class 7 contains 17577 members 
Mstep: Class 8 contains 152472 members 
Mstep: Class 9 contains 8841 members 
Mstep: Class 10 contains 2181 members 
Mstep: Class 11 contains 452 members 
Mstep: Class 12 contains 17982 members 
Mstep: Class 13 contains 1392 members 
Mstep: Class 14 contains 1888 members 
Mstep: Class 15 contains 8227 members 
Mstep: Class 16 contains 38964 members 
Mstep: Class 17 contains 56386 members 
Mstep: Class 18 contains 2373 members 
Mstep: Class 19 contains 11487 members 
Mstep: Class 20 contains 37258 members 
Mstep: Class 21 contains 8070 members 
Mstep: Class 22 contains 12596 members 
Mstep: Class 23 contains 3061 members 
Mstep: Class 24 contains 39548 members 
Mstep: Class 25 contains 9321 members 
Mstep: Class 26 contains 4112 members 
Mstep: Class 27 contains 8845 members 
Mstep: Class 28 contains 3833 members 
Mstep: Class 29 contains 7715 members 
Mstep: Class 30 contains 6677 members 
Mstep: Class 31 contains 23469 members 
Mstep: Class 32 contains 39931 members 
Mstep: Class 33 contains 17868 members 
Mstep: Class 34 contains 5023 members 
Mstep: Class 35 contains 11407 members 
Mstep: Class 36 contains 2444 members 
Mstep: Class 37 contains 2748 members 
Mstep: Class 38 contains 19076 members 
Mstep: Class 39 contains 1360 members 
Mstep: Class 40 contains 14737 members 
Mstep: Class 41 contains 1936 members 
Mstep: Class 42 contains 1129 members 
Mstep: Class 43 contains 4226 members 
Mstep: Class 44 contains 4010 members 
Mstep: Class 45 contains 3198 members 
Mstep: Class 46 contains 5008 members 
Mstep: Class 47 contains 12341 members 
Mstep: Class 48 contains 2912 members 
Mstep: Class 49 contains 8042 members 
Mstep: Class 50 contains 27417 members 
Mstep: Class 51 contains 3325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100306672.000000 Penalty: 112857.750000
Iteration 206Q: 52 clusters Score -1.003067e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 5715 members 
Mstep: Class 3 contains 5303 members 
Mstep: Class 4 contains 34970 members 
Mstep: Class 5 contains 95920 members 
Mstep: Class 6 contains 461 members 
Mstep: Class 7 contains 17577 members 
Mstep: Class 8 contains 152472 members 
Mstep: Class 9 contains 8841 members 
Mstep: Class 10 contains 2181 members 
Mstep: Class 11 contains 452 members 
Mstep: Class 12 contains 17982 members 
Mstep: Class 13 contains 1392 members 
Mstep: Class 14 contains 1888 members 
Mstep: Class 15 contains 8227 members 
Mstep: Class 16 contains 38964 members 
Mstep: Class 17 contains 56386 members 
Mstep: Class 18 contains 2373 members 
Mstep: Class 19 contains 11487 members 
Mstep: Class 20 contains 37258 members 
Mstep: Class 21 contains 8070 members 
Mstep: Class 22 contains 12596 members 
Mstep: Class 23 contains 3061 members 
Mstep: Class 24 contains 39548 members 
Mstep: Class 25 contains 9321 members 
Mstep: Class 26 contains 4112 members 
Mstep: Class 27 contains 8845 members 
Mstep: Class 28 contains 3833 members 
Mstep: Class 29 contains 7715 members 
Mstep: Class 30 contains 6677 members 
Mstep: Class 31 contains 23469 members 
Mstep: Class 32 contains 39931 members 
Mstep: Class 33 contains 17867 members 
Mstep: Class 34 contains 5025 members 
Mstep: Class 35 contains 11407 members 
Mstep: Class 36 contains 2444 members 
Mstep: Class 37 contains 2748 members 
Mstep: Class 38 contains 19076 members 
Mstep: Class 39 contains 1360 members 
Mstep: Class 40 contains 14737 members 
Mstep: Class 41 contains 1936 members 
Mstep: Class 42 contains 1129 members 
Mstep: Class 43 contains 4226 members 
Mstep: Class 44 contains 4010 members 
Mstep: Class 45 contains 3198 members 
Mstep: Class 46 contains 5008 members 
Mstep: Class 47 contains 12341 members 
Mstep: Class 48 contains 2912 members 
Mstep: Class 49 contains 8042 members 
Mstep: Class 50 contains 27417 members 
Mstep: Class 51 contains 3325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100306648.000000 Penalty: 112857.750000
Iteration 207Q: 52 clusters Score -1.003066e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 5715 members 
Mstep: Class 3 contains 5303 members 
Mstep: Class 4 contains 34970 members 
Mstep: Class 5 contains 95921 members 
Mstep: Class 6 contains 461 members 
Mstep: Class 7 contains 17577 members 
Mstep: Class 8 contains 152472 members 
Mstep: Class 9 contains 8841 members 
Mstep: Class 10 contains 2181 members 
Mstep: Class 11 contains 452 members 
Mstep: Class 12 contains 17982 members 
Mstep: Class 13 contains 1392 members 
Mstep: Class 14 contains 1888 members 
Mstep: Class 15 contains 8227 members 
Mstep: Class 16 contains 38964 members 
Mstep: Class 17 contains 56386 members 
Mstep: Class 18 contains 2374 members 
Mstep: Class 19 contains 11487 members 
Mstep: Class 20 contains 37258 members 
Mstep: Class 21 contains 8070 members 
Mstep: Class 22 contains 12596 members 
Mstep: Class 23 contains 3061 members 
Mstep: Class 24 contains 39548 members 
Mstep: Class 25 contains 9321 members 
Mstep: Class 26 contains 4112 members 
Mstep: Class 27 contains 8845 members 
Mstep: Class 28 contains 3833 members 
Mstep: Class 29 contains 7715 members 
Mstep: Class 30 contains 6677 members 
Mstep: Class 31 contains 23469 members 
Mstep: Class 32 contains 39931 members 
Mstep: Class 33 contains 17865 members 
Mstep: Class 34 contains 5027 members 
Mstep: Class 35 contains 11407 members 
Mstep: Class 36 contains 2444 members 
Mstep: Class 37 contains 2747 members 
Mstep: Class 38 contains 19076 members 
Mstep: Class 39 contains 1360 members 
Mstep: Class 40 contains 14737 members 
Mstep: Class 41 contains 1936 members 
Mstep: Class 42 contains 1129 members 
Mstep: Class 43 contains 4226 members 
Mstep: Class 44 contains 4010 members 
Mstep: Class 45 contains 3198 members 
Mstep: Class 46 contains 5007 members 
Mstep: Class 47 contains 12341 members 
Mstep: Class 48 contains 2912 members 
Mstep: Class 49 contains 8042 members 
Mstep: Class 50 contains 27417 members 
Mstep: Class 51 contains 3325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100306704.000000 Penalty: 112857.750000
Iteration 208Q: 52 clusters Score -1.003067e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 5715 members 
Mstep: Class 3 contains 5303 members 
Mstep: Class 4 contains 34970 members 
Mstep: Class 5 contains 95919 members 
Mstep: Class 6 contains 461 members 
Mstep: Class 7 contains 17577 members 
Mstep: Class 8 contains 152473 members 
Mstep: Class 9 contains 8841 members 
Mstep: Class 10 contains 2181 members 
Mstep: Class 11 contains 452 members 
Mstep: Class 12 contains 17982 members 
Mstep: Class 13 contains 1392 members 
Mstep: Class 14 contains 1888 members 
Mstep: Class 15 contains 8227 members 
Mstep: Class 16 contains 38964 members 
Mstep: Class 17 contains 56386 members 
Mstep: Class 18 contains 2374 members 
Mstep: Class 19 contains 11487 members 
Mstep: Class 20 contains 37252 members 
Mstep: Class 21 contains 8070 members 
Mstep: Class 22 contains 12596 members 
Mstep: Class 23 contains 3061 members 
Mstep: Class 24 contains 39548 members 
Mstep: Class 25 contains 9321 members 
Mstep: Class 26 contains 4112 members 
Mstep: Class 27 contains 8845 members 
Mstep: Class 28 contains 3833 members 
Mstep: Class 29 contains 7715 members 
Mstep: Class 30 contains 6677 members 
Mstep: Class 31 contains 23469 members 
Mstep: Class 32 contains 39931 members 
Mstep: Class 33 contains 17864 members 
Mstep: Class 34 contains 5034 members 
Mstep: Class 35 contains 11407 members 
Mstep: Class 36 contains 2444 members 
Mstep: Class 37 contains 2748 members 
Mstep: Class 38 contains 19078 members 
Mstep: Class 39 contains 1360 members 
Mstep: Class 40 contains 14737 members 
Mstep: Class 41 contains 1936 members 
Mstep: Class 42 contains 1129 members 
Mstep: Class 43 contains 4226 members 
Mstep: Class 44 contains 4010 members 
Mstep: Class 45 contains 3198 members 
Mstep: Class 46 contains 5005 members 
Mstep: Class 47 contains 12341 members 
Mstep: Class 48 contains 2912 members 
Mstep: Class 49 contains 8042 members 
Mstep: Class 50 contains 27417 members 
Mstep: Class 51 contains 3325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100306640.000000 Penalty: 112857.750000
Iteration 209Q: 52 clusters Score -1.003066e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 5715 members 
Mstep: Class 3 contains 5303 members 
Mstep: Class 4 contains 34970 members 
Mstep: Class 5 contains 95919 members 
Mstep: Class 6 contains 461 members 
Mstep: Class 7 contains 17577 members 
Mstep: Class 8 contains 152471 members 
Mstep: Class 9 contains 8842 members 
Mstep: Class 10 contains 2181 members 
Mstep: Class 11 contains 452 members 
Mstep: Class 12 contains 17982 members 
Mstep: Class 13 contains 1392 members 
Mstep: Class 14 contains 1888 members 
Mstep: Class 15 contains 8227 members 
Mstep: Class 16 contains 38964 members 
Mstep: Class 17 contains 56386 members 
Mstep: Class 18 contains 2374 members 
Mstep: Class 19 contains 11487 members 
Mstep: Class 20 contains 37251 members 
Mstep: Class 21 contains 8070 members 
Mstep: Class 22 contains 12596 members 
Mstep: Class 23 contains 3060 members 
Mstep: Class 24 contains 39548 members 
Mstep: Class 25 contains 9321 members 
Mstep: Class 26 contains 4112 members 
Mstep: Class 27 contains 8845 members 
Mstep: Class 28 contains 3833 members 
Mstep: Class 29 contains 7714 members 
Mstep: Class 30 contains 6677 members 
Mstep: Class 31 contains 23469 members 
Mstep: Class 32 contains 39931 members 
Mstep: Class 33 contains 17863 members 
Mstep: Class 34 contains 5036 members 
Mstep: Class 35 contains 11407 members 
Mstep: Class 36 contains 2444 members 
Mstep: Class 37 contains 2749 members 
Mstep: Class 38 contains 19079 members 
Mstep: Class 39 contains 1360 members 
Mstep: Class 40 contains 14737 members 
Mstep: Class 41 contains 1936 members 
Mstep: Class 42 contains 1129 members 
Mstep: Class 43 contains 4226 members 
Mstep: Class 44 contains 4010 members 
Mstep: Class 45 contains 3198 members 
Mstep: Class 46 contains 5005 members 
Mstep: Class 47 contains 12341 members 
Mstep: Class 48 contains 2912 members 
Mstep: Class 49 contains 8042 members 
Mstep: Class 50 contains 27418 members 
Mstep: Class 51 contains 3325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100306656.000000 Penalty: 112857.750000
Iteration 210Q: 52 clusters Score -1.003067e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 5715 members 
Mstep: Class 3 contains 5303 members 
Mstep: Class 4 contains 34970 members 
Mstep: Class 5 contains 95918 members 
Mstep: Class 6 contains 461 members 
Mstep: Class 7 contains 17577 members 
Mstep: Class 8 contains 152469 members 
Mstep: Class 9 contains 8842 members 
Mstep: Class 10 contains 2181 members 
Mstep: Class 11 contains 452 members 
Mstep: Class 12 contains 17982 members 
Mstep: Class 13 contains 1392 members 
Mstep: Class 14 contains 1888 members 
Mstep: Class 15 contains 8227 members 
Mstep: Class 16 contains 38964 members 
Mstep: Class 17 contains 56386 members 
Mstep: Class 18 contains 2374 members 
Mstep: Class 19 contains 11488 members 
Mstep: Class 20 contains 37251 members 
Mstep: Class 21 contains 8070 members 
Mstep: Class 22 contains 12596 members 
Mstep: Class 23 contains 3060 members 
Mstep: Class 24 contains 39548 members 
Mstep: Class 25 contains 9321 members 
Mstep: Class 26 contains 4112 members 
Mstep: Class 27 contains 8845 members 
Mstep: Class 28 contains 3833 members 
Mstep: Class 29 contains 7714 members 
Mstep: Class 30 contains 6677 members 
Mstep: Class 31 contains 23469 members 
Mstep: Class 32 contains 39930 members 
Mstep: Class 33 contains 17862 members 
Mstep: Class 34 contains 5039 members 
Mstep: Class 35 contains 11407 members 
Mstep: Class 36 contains 2444 members 
Mstep: Class 37 contains 2750 members 
Mstep: Class 38 contains 19080 members 
Mstep: Class 39 contains 1360 members 
Mstep: Class 40 contains 14737 members 
Mstep: Class 41 contains 1936 members 
Mstep: Class 42 contains 1129 members 
Mstep: Class 43 contains 4226 members 
Mstep: Class 44 contains 4010 members 
Mstep: Class 45 contains 3198 members 
Mstep: Class 46 contains 5004 members 
Mstep: Class 47 contains 12341 members 
Mstep: Class 48 contains 2912 members 
Mstep: Class 49 contains 8042 members 
Mstep: Class 50 contains 27418 members 
Mstep: Class 51 contains 3325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100306600.000000 Penalty: 112857.750000
Iteration 211Q: 52 clusters Score -1.003066e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 5715 members 
Mstep: Class 3 contains 5303 members 
Mstep: Class 4 contains 34970 members 
Mstep: Class 5 contains 95917 members 
Mstep: Class 6 contains 461 members 
Mstep: Class 7 contains 17577 members 
Mstep: Class 8 contains 152469 members 
Mstep: Class 9 contains 8842 members 
Mstep: Class 10 contains 2181 members 
Mstep: Class 11 contains 452 members 
Mstep: Class 12 contains 17982 members 
Mstep: Class 13 contains 1392 members 
Mstep: Class 14 contains 1888 members 
Mstep: Class 15 contains 8227 members 
Mstep: Class 16 contains 38963 members 
Mstep: Class 17 contains 56387 members 
Mstep: Class 18 contains 2374 members 
Mstep: Class 19 contains 11489 members 
Mstep: Class 20 contains 37248 members 
Mstep: Class 21 contains 8070 members 
Mstep: Class 22 contains 12596 members 
Mstep: Class 23 contains 3059 members 
Mstep: Class 24 contains 39548 members 
Mstep: Class 25 contains 9321 members 
Mstep: Class 26 contains 4112 members 
Mstep: Class 27 contains 8845 members 
Mstep: Class 28 contains 3833 members 
Mstep: Class 29 contains 7715 members 
Mstep: Class 30 contains 6677 members 
Mstep: Class 31 contains 23469 members 
Mstep: Class 32 contains 39930 members 
Mstep: Class 33 contains 17862 members 
Mstep: Class 34 contains 5041 members 
Mstep: Class 35 contains 11407 members 
Mstep: Class 36 contains 2444 members 
Mstep: Class 37 contains 2750 members 
Mstep: Class 38 contains 19080 members 
Mstep: Class 39 contains 1360 members 
Mstep: Class 40 contains 14737 members 
Mstep: Class 41 contains 1936 members 
Mstep: Class 42 contains 1129 members 
Mstep: Class 43 contains 4226 members 
Mstep: Class 44 contains 4010 members 
Mstep: Class 45 contains 3198 members 
Mstep: Class 46 contains 5005 members 
Mstep: Class 47 contains 12341 members 
Mstep: Class 48 contains 2912 members 
Mstep: Class 49 contains 8042 members 
Mstep: Class 50 contains 27418 members 
Mstep: Class 51 contains 3325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100306576.000000 Penalty: 112857.750000
Iteration 212Q: 52 clusters Score -1.003066e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 5715 members 
Mstep: Class 3 contains 5303 members 
Mstep: Class 4 contains 34970 members 
Mstep: Class 5 contains 95917 members 
Mstep: Class 6 contains 461 members 
Mstep: Class 7 contains 17577 members 
Mstep: Class 8 contains 152468 members 
Mstep: Class 9 contains 8842 members 
Mstep: Class 10 contains 2181 members 
Mstep: Class 11 contains 452 members 
Mstep: Class 12 contains 17982 members 
Mstep: Class 13 contains 1392 members 
Mstep: Class 14 contains 1888 members 
Mstep: Class 15 contains 8227 members 
Mstep: Class 16 contains 38962 members 
Mstep: Class 17 contains 56387 members 
Mstep: Class 18 contains 2374 members 
Mstep: Class 19 contains 11489 members 
Mstep: Class 20 contains 37244 members 
Mstep: Class 21 contains 8070 members 
Mstep: Class 22 contains 12596 members 
Mstep: Class 23 contains 3059 members 
Mstep: Class 24 contains 39548 members 
Mstep: Class 25 contains 9321 members 
Mstep: Class 26 contains 4112 members 
Mstep: Class 27 contains 8845 members 
Mstep: Class 28 contains 3834 members 
Mstep: Class 29 contains 7715 members 
Mstep: Class 30 contains 6677 members 
Mstep: Class 31 contains 23469 members 
Mstep: Class 32 contains 39930 members 
Mstep: Class 33 contains 17862 members 
Mstep: Class 34 contains 5046 members 
Mstep: Class 35 contains 11407 members 
Mstep: Class 36 contains 2444 members 
Mstep: Class 37 contains 2749 members 
Mstep: Class 38 contains 19080 members 
Mstep: Class 39 contains 1360 members 
Mstep: Class 40 contains 14737 members 
Mstep: Class 41 contains 1936 members 
Mstep: Class 42 contains 1129 members 
Mstep: Class 43 contains 4226 members 
Mstep: Class 44 contains 4010 members 
Mstep: Class 45 contains 3198 members 
Mstep: Class 46 contains 5006 members 
Mstep: Class 47 contains 12341 members 
Mstep: Class 48 contains 2912 members 
Mstep: Class 49 contains 8042 members 
Mstep: Class 50 contains 27418 members 
Mstep: Class 51 contains 3325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100306568.000000 Penalty: 112857.750000
Iteration 213Q: 52 clusters Score -1.003066e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 5715 members 
Mstep: Class 3 contains 5303 members 
Mstep: Class 4 contains 34970 members 
Mstep: Class 5 contains 95916 members 
Mstep: Class 6 contains 461 members 
Mstep: Class 7 contains 17577 members 
Mstep: Class 8 contains 152468 members 
Mstep: Class 9 contains 8842 members 
Mstep: Class 10 contains 2181 members 
Mstep: Class 11 contains 452 members 
Mstep: Class 12 contains 17982 members 
Mstep: Class 13 contains 1392 members 
Mstep: Class 14 contains 1888 members 
Mstep: Class 15 contains 8227 members 
Mstep: Class 16 contains 38962 members 
Mstep: Class 17 contains 56386 members 
Mstep: Class 18 contains 2374 members 
Mstep: Class 19 contains 11489 members 
Mstep: Class 20 contains 37243 members 
Mstep: Class 21 contains 8070 members 
Mstep: Class 22 contains 12596 members 
Mstep: Class 23 contains 3058 members 
Mstep: Class 24 contains 39548 members 
Mstep: Class 25 contains 9321 members 
Mstep: Class 26 contains 4112 members 
Mstep: Class 27 contains 8845 members 
Mstep: Class 28 contains 3833 members 
Mstep: Class 29 contains 7715 members 
Mstep: Class 30 contains 6677 members 
Mstep: Class 31 contains 23469 members 
Mstep: Class 32 contains 39932 members 
Mstep: Class 33 contains 17862 members 
Mstep: Class 34 contains 5052 members 
Mstep: Class 35 contains 11407 members 
Mstep: Class 36 contains 2444 members 
Mstep: Class 37 contains 2749 members 
Mstep: Class 38 contains 19078 members 
Mstep: Class 39 contains 1360 members 
Mstep: Class 40 contains 14737 members 
Mstep: Class 41 contains 1936 members 
Mstep: Class 42 contains 1129 members 
Mstep: Class 43 contains 4226 members 
Mstep: Class 44 contains 4010 members 
Mstep: Class 45 contains 3198 members 
Mstep: Class 46 contains 5006 members 
Mstep: Class 47 contains 12341 members 
Mstep: Class 48 contains 2911 members 
Mstep: Class 49 contains 8042 members 
Mstep: Class 50 contains 27418 members 
Mstep: Class 51 contains 3325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100306632.000000 Penalty: 112857.750000
Iteration 214Q: 52 clusters Score -1.003066e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 5715 members 
Mstep: Class 3 contains 5303 members 
Mstep: Class 4 contains 34970 members 
Mstep: Class 5 contains 95917 members 
Mstep: Class 6 contains 461 members 
Mstep: Class 7 contains 17577 members 
Mstep: Class 8 contains 152469 members 
Mstep: Class 9 contains 8842 members 
Mstep: Class 10 contains 2181 members 
Mstep: Class 11 contains 452 members 
Mstep: Class 12 contains 17982 members 
Mstep: Class 13 contains 1392 members 
Mstep: Class 14 contains 1888 members 
Mstep: Class 15 contains 8227 members 
Mstep: Class 16 contains 38962 members 
Mstep: Class 17 contains 56385 members 
Mstep: Class 18 contains 2374 members 
Mstep: Class 19 contains 11489 members 
Mstep: Class 20 contains 37241 members 
Mstep: Class 21 contains 8070 members 
Mstep: Class 22 contains 12596 members 
Mstep: Class 23 contains 3058 members 
Mstep: Class 24 contains 39549 members 
Mstep: Class 25 contains 9321 members 
Mstep: Class 26 contains 4112 members 
Mstep: Class 27 contains 8845 members 
Mstep: Class 28 contains 3832 members 
Mstep: Class 29 contains 7715 members 
Mstep: Class 30 contains 6677 members 
Mstep: Class 31 contains 23469 members 
Mstep: Class 32 contains 39932 members 
Mstep: Class 33 contains 17862 members 
Mstep: Class 34 contains 5054 members 
Mstep: Class 35 contains 11407 members 
Mstep: Class 36 contains 2444 members 
Mstep: Class 37 contains 2749 members 
Mstep: Class 38 contains 19078 members 
Mstep: Class 39 contains 1360 members 
Mstep: Class 40 contains 14737 members 
Mstep: Class 41 contains 1936 members 
Mstep: Class 42 contains 1129 members 
Mstep: Class 43 contains 4226 members 
Mstep: Class 44 contains 4010 members 
Mstep: Class 45 contains 3198 members 
Mstep: Class 46 contains 5006 members 
Mstep: Class 47 contains 12341 members 
Mstep: Class 48 contains 2911 members 
Mstep: Class 49 contains 8042 members 
Mstep: Class 50 contains 27417 members 
Mstep: Class 51 contains 3325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100306648.000000 Penalty: 112857.750000
Iteration 215Q: 52 clusters Score -1.003066e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 5715 members 
Mstep: Class 3 contains 5303 members 
Mstep: Class 4 contains 34970 members 
Mstep: Class 5 contains 95918 members 
Mstep: Class 6 contains 461 members 
Mstep: Class 7 contains 17577 members 
Mstep: Class 8 contains 152469 members 
Mstep: Class 9 contains 8842 members 
Mstep: Class 10 contains 2181 members 
Mstep: Class 11 contains 452 members 
Mstep: Class 12 contains 17982 members 
Mstep: Class 13 contains 1392 members 
Mstep: Class 14 contains 1888 members 
Mstep: Class 15 contains 8227 members 
Mstep: Class 16 contains 38962 members 
Mstep: Class 17 contains 56386 members 
Mstep: Class 18 contains 2374 members 
Mstep: Class 19 contains 11489 members 
Mstep: Class 20 contains 37244 members 
Mstep: Class 21 contains 8070 members 
Mstep: Class 22 contains 12596 members 
Mstep: Class 23 contains 3058 members 
Mstep: Class 24 contains 39549 members 
Mstep: Class 25 contains 9321 members 
Mstep: Class 26 contains 4112 members 
Mstep: Class 27 contains 8846 members 
Mstep: Class 28 contains 3832 members 
Mstep: Class 29 contains 7715 members 
Mstep: Class 30 contains 6677 members 
Mstep: Class 31 contains 23469 members 
Mstep: Class 32 contains 39931 members 
Mstep: Class 33 contains 17863 members 
Mstep: Class 34 contains 5053 members 
Mstep: Class 35 contains 11407 members 
Mstep: Class 36 contains 2444 members 
Mstep: Class 37 contains 2749 members 
Mstep: Class 38 contains 19075 members 
Mstep: Class 39 contains 1360 members 
Mstep: Class 40 contains 14737 members 
Mstep: Class 41 contains 1936 members 
Mstep: Class 42 contains 1129 members 
Mstep: Class 43 contains 4226 members 
Mstep: Class 44 contains 4010 members 
Mstep: Class 45 contains 3198 members 
Mstep: Class 46 contains 5005 members 
Mstep: Class 47 contains 12342 members 
Mstep: Class 48 contains 2911 members 
Mstep: Class 49 contains 8042 members 
Mstep: Class 50 contains 27415 members 
Mstep: Class 51 contains 3325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100306712.000000 Penalty: 112857.750000
Iteration 216Q: 52 clusters Score -1.003067e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 5715 members 
Mstep: Class 3 contains 5303 members 
Mstep: Class 4 contains 34970 members 
Mstep: Class 5 contains 95918 members 
Mstep: Class 6 contains 461 members 
Mstep: Class 7 contains 17577 members 
Mstep: Class 8 contains 152469 members 
Mstep: Class 9 contains 8842 members 
Mstep: Class 10 contains 2181 members 
Mstep: Class 11 contains 452 members 
Mstep: Class 12 contains 17982 members 
Mstep: Class 13 contains 1392 members 
Mstep: Class 14 contains 1888 members 
Mstep: Class 15 contains 8227 members 
Mstep: Class 16 contains 38962 members 
Mstep: Class 17 contains 56385 members 
Mstep: Class 18 contains 2374 members 
Mstep: Class 19 contains 11489 members 
Mstep: Class 20 contains 37241 members 
Mstep: Class 21 contains 8070 members 
Mstep: Class 22 contains 12596 members 
Mstep: Class 23 contains 3058 members 
Mstep: Class 24 contains 39549 members 
Mstep: Class 25 contains 9321 members 
Mstep: Class 26 contains 4112 members 
Mstep: Class 27 contains 8846 members 
Mstep: Class 28 contains 3834 members 
Mstep: Class 29 contains 7715 members 
Mstep: Class 30 contains 6677 members 
Mstep: Class 31 contains 23469 members 
Mstep: Class 32 contains 39930 members 
Mstep: Class 33 contains 17863 members 
Mstep: Class 34 contains 5054 members 
Mstep: Class 35 contains 11407 members 
Mstep: Class 36 contains 2444 members 
Mstep: Class 37 contains 2749 members 
Mstep: Class 38 contains 19075 members 
Mstep: Class 39 contains 1360 members 
Mstep: Class 40 contains 14737 members 
Mstep: Class 41 contains 1936 members 
Mstep: Class 42 contains 1129 members 
Mstep: Class 43 contains 4226 members 
Mstep: Class 44 contains 4010 members 
Mstep: Class 45 contains 3198 members 
Mstep: Class 46 contains 5007 members 
Mstep: Class 47 contains 12342 members 
Mstep: Class 48 contains 2911 members 
Mstep: Class 49 contains 8042 members 
Mstep: Class 50 contains 27415 members 
Mstep: Class 51 contains 3325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100306704.000000 Penalty: 112857.750000
Iteration 217Q: 52 clusters Score -1.003067e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 5715 members 
Mstep: Class 3 contains 5303 members 
Mstep: Class 4 contains 34970 members 
Mstep: Class 5 contains 95919 members 
Mstep: Class 6 contains 461 members 
Mstep: Class 7 contains 17577 members 
Mstep: Class 8 contains 152466 members 
Mstep: Class 9 contains 8842 members 
Mstep: Class 10 contains 2181 members 
Mstep: Class 11 contains 452 members 
Mstep: Class 12 contains 17982 members 
Mstep: Class 13 contains 1392 members 
Mstep: Class 14 contains 1888 members 
Mstep: Class 15 contains 8227 members 
Mstep: Class 16 contains 38962 members 
Mstep: Class 17 contains 56384 members 
Mstep: Class 18 contains 2374 members 
Mstep: Class 19 contains 11487 members 
Mstep: Class 20 contains 37237 members 
Mstep: Class 21 contains 8069 members 
Mstep: Class 22 contains 12596 members 
Mstep: Class 23 contains 3058 members 
Mstep: Class 24 contains 39549 members 
Mstep: Class 25 contains 9321 members 
Mstep: Class 26 contains 4112 members 
Mstep: Class 27 contains 8846 members 
Mstep: Class 28 contains 3836 members 
Mstep: Class 29 contains 7715 members 
Mstep: Class 30 contains 6677 members 
Mstep: Class 31 contains 23469 members 
Mstep: Class 32 contains 39930 members 
Mstep: Class 33 contains 17863 members 
Mstep: Class 34 contains 5060 members 
Mstep: Class 35 contains 11407 members 
Mstep: Class 36 contains 2444 members 
Mstep: Class 37 contains 2749 members 
Mstep: Class 38 contains 19075 members 
Mstep: Class 39 contains 1360 members 
Mstep: Class 40 contains 14737 members 
Mstep: Class 41 contains 1936 members 
Mstep: Class 42 contains 1129 members 
Mstep: Class 43 contains 4226 members 
Mstep: Class 44 contains 4010 members 
Mstep: Class 45 contains 3198 members 
Mstep: Class 46 contains 5009 members 
Mstep: Class 47 contains 12342 members 
Mstep: Class 48 contains 2911 members 
Mstep: Class 49 contains 8042 members 
Mstep: Class 50 contains 27415 members 
Mstep: Class 51 contains 3325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100306672.000000 Penalty: 112857.750000
Iteration 218Q: 52 clusters Score -1.003067e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 5715 members 
Mstep: Class 3 contains 5303 members 
Mstep: Class 4 contains 34970 members 
Mstep: Class 5 contains 95919 members 
Mstep: Class 6 contains 461 members 
Mstep: Class 7 contains 17577 members 
Mstep: Class 8 contains 152466 members 
Mstep: Class 9 contains 8841 members 
Mstep: Class 10 contains 2181 members 
Mstep: Class 11 contains 452 members 
Mstep: Class 12 contains 17982 members 
Mstep: Class 13 contains 1392 members 
Mstep: Class 14 contains 1888 members 
Mstep: Class 15 contains 8227 members 
Mstep: Class 16 contains 38962 members 
Mstep: Class 17 contains 56385 members 
Mstep: Class 18 contains 2374 members 
Mstep: Class 19 contains 11487 members 
Mstep: Class 20 contains 37229 members 
Mstep: Class 21 contains 8069 members 
Mstep: Class 22 contains 12596 members 
Mstep: Class 23 contains 3058 members 
Mstep: Class 24 contains 39549 members 
Mstep: Class 25 contains 9321 members 
Mstep: Class 26 contains 4113 members 
Mstep: Class 27 contains 8846 members 
Mstep: Class 28 contains 3839 members 
Mstep: Class 29 contains 7713 members 
Mstep: Class 30 contains 6677 members 
Mstep: Class 31 contains 23469 members 
Mstep: Class 32 contains 39930 members 
Mstep: Class 33 contains 17863 members 
Mstep: Class 34 contains 5065 members 
Mstep: Class 35 contains 11407 members 
Mstep: Class 36 contains 2444 members 
Mstep: Class 37 contains 2749 members 
Mstep: Class 38 contains 19074 members 
Mstep: Class 39 contains 1360 members 
Mstep: Class 40 contains 14737 members 
Mstep: Class 41 contains 1936 members 
Mstep: Class 42 contains 1129 members 
Mstep: Class 43 contains 4226 members 
Mstep: Class 44 contains 4012 members 
Mstep: Class 45 contains 3198 members 
Mstep: Class 46 contains 5009 members 
Mstep: Class 47 contains 12342 members 
Mstep: Class 48 contains 2911 members 
Mstep: Class 49 contains 8042 members 
Mstep: Class 50 contains 27415 members 
Mstep: Class 51 contains 3325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100306664.000000 Penalty: 112857.750000
Iteration 219Q: 52 clusters Score -1.003067e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 5715 members 
Mstep: Class 3 contains 5303 members 
Mstep: Class 4 contains 34970 members 
Mstep: Class 5 contains 95918 members 
Mstep: Class 6 contains 461 members 
Mstep: Class 7 contains 17577 members 
Mstep: Class 8 contains 152465 members 
Mstep: Class 9 contains 8842 members 
Mstep: Class 10 contains 2181 members 
Mstep: Class 11 contains 452 members 
Mstep: Class 12 contains 17982 members 
Mstep: Class 13 contains 1392 members 
Mstep: Class 14 contains 1888 members 
Mstep: Class 15 contains 8227 members 
Mstep: Class 16 contains 38962 members 
Mstep: Class 17 contains 56387 members 
Mstep: Class 18 contains 2374 members 
Mstep: Class 19 contains 11486 members 
Mstep: Class 20 contains 37229 members 
Mstep: Class 21 contains 8069 members 
Mstep: Class 22 contains 12596 members 
Mstep: Class 23 contains 3058 members 
Mstep: Class 24 contains 39548 members 
Mstep: Class 25 contains 9321 members 
Mstep: Class 26 contains 4114 members 
Mstep: Class 27 contains 8846 members 
Mstep: Class 28 contains 3839 members 
Mstep: Class 29 contains 7713 members 
Mstep: Class 30 contains 6677 members 
Mstep: Class 31 contains 23469 members 
Mstep: Class 32 contains 39929 members 
Mstep: Class 33 contains 17863 members 
Mstep: Class 34 contains 5067 members 
Mstep: Class 35 contains 11407 members 
Mstep: Class 36 contains 2444 members 
Mstep: Class 37 contains 2749 members 
Mstep: Class 38 contains 19073 members 
Mstep: Class 39 contains 1360 members 
Mstep: Class 40 contains 14737 members 
Mstep: Class 41 contains 1936 members 
Mstep: Class 42 contains 1129 members 
Mstep: Class 43 contains 4226 members 
Mstep: Class 44 contains 4012 members 
Mstep: Class 45 contains 3198 members 
Mstep: Class 46 contains 5009 members 
Mstep: Class 47 contains 12342 members 
Mstep: Class 48 contains 2911 members 
Mstep: Class 49 contains 8042 members 
Mstep: Class 50 contains 27415 members 
Mstep: Class 51 contains 3325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100306608.000000 Penalty: 112857.750000
Iteration 220F: 52 clusters Score -1.003066e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 5715 members 
Mstep: Class 3 contains 5303 members 
Mstep: Class 4 contains 34970 members 
Mstep: Class 5 contains 95918 members 
Mstep: Class 6 contains 461 members 
Mstep: Class 7 contains 17577 members 
Mstep: Class 8 contains 152467 members 
Mstep: Class 9 contains 8843 members 
Mstep: Class 10 contains 2181 members 
Mstep: Class 11 contains 452 members 
Mstep: Class 12 contains 17981 members 
Mstep: Class 13 contains 1392 members 
Mstep: Class 14 contains 1888 members 
Mstep: Class 15 contains 8227 members 
Mstep: Class 16 contains 38962 members 
Mstep: Class 17 contains 56386 members 
Mstep: Class 18 contains 2374 members 
Mstep: Class 19 contains 11486 members 
Mstep: Class 20 contains 37223 members 
Mstep: Class 21 contains 8069 members 
Mstep: Class 22 contains 12596 members 
Mstep: Class 23 contains 3058 members 
Mstep: Class 24 contains 39548 members 
Mstep: Class 25 contains 9321 members 
Mstep: Class 26 contains 4114 members 
Mstep: Class 27 contains 8846 members 
Mstep: Class 28 contains 3839 members 
Mstep: Class 29 contains 7713 members 
Mstep: Class 30 contains 6677 members 
Mstep: Class 31 contains 23469 members 
Mstep: Class 32 contains 39930 members 
Mstep: Class 33 contains 17863 members 
Mstep: Class 34 contains 5072 members 
Mstep: Class 35 contains 11407 members 
Mstep: Class 36 contains 2444 members 
Mstep: Class 37 contains 2749 members 
Mstep: Class 38 contains 19073 members 
Mstep: Class 39 contains 1360 members 
Mstep: Class 40 contains 14737 members 
Mstep: Class 41 contains 1936 members 
Mstep: Class 42 contains 1129 members 
Mstep: Class 43 contains 4226 members 
Mstep: Class 44 contains 4011 members 
Mstep: Class 45 contains 3198 members 
Mstep: Class 46 contains 5009 members 
Mstep: Class 47 contains 12342 members 
Mstep: Class 48 contains 2911 members 
Mstep: Class 49 contains 8042 members 
Mstep: Class 50 contains 27415 members 
Mstep: Class 51 contains 3325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100306688.000000 Penalty: 112857.750000
Iteration 221Q: 52 clusters Score -1.003067e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 5715 members 
Mstep: Class 3 contains 5303 members 
Mstep: Class 4 contains 34970 members 
Mstep: Class 5 contains 95918 members 
Mstep: Class 6 contains 461 members 
Mstep: Class 7 contains 17577 members 
Mstep: Class 8 contains 152467 members 
Mstep: Class 9 contains 8842 members 
Mstep: Class 10 contains 2181 members 
Mstep: Class 11 contains 452 members 
Mstep: Class 12 contains 17981 members 
Mstep: Class 13 contains 1392 members 
Mstep: Class 14 contains 1888 members 
Mstep: Class 15 contains 8227 members 
Mstep: Class 16 contains 38962 members 
Mstep: Class 17 contains 56386 members 
Mstep: Class 18 contains 2374 members 
Mstep: Class 19 contains 11486 members 
Mstep: Class 20 contains 37225 members 
Mstep: Class 21 contains 8069 members 
Mstep: Class 22 contains 12596 members 
Mstep: Class 23 contains 3058 members 
Mstep: Class 24 contains 39547 members 
Mstep: Class 25 contains 9321 members 
Mstep: Class 26 contains 4114 members 
Mstep: Class 27 contains 8846 members 
Mstep: Class 28 contains 3839 members 
Mstep: Class 29 contains 7709 members 
Mstep: Class 30 contains 6677 members 
Mstep: Class 31 contains 23469 members 
Mstep: Class 32 contains 39930 members 
Mstep: Class 33 contains 17863 members 
Mstep: Class 34 contains 5076 members 
Mstep: Class 35 contains 11407 members 
Mstep: Class 36 contains 2444 members 
Mstep: Class 37 contains 2749 members 
Mstep: Class 38 contains 19072 members 
Mstep: Class 39 contains 1360 members 
Mstep: Class 40 contains 14737 members 
Mstep: Class 41 contains 1936 members 
Mstep: Class 42 contains 1129 members 
Mstep: Class 43 contains 4226 members 
Mstep: Class 44 contains 4013 members 
Mstep: Class 45 contains 3198 members 
Mstep: Class 46 contains 5008 members 
Mstep: Class 47 contains 12342 members 
Mstep: Class 48 contains 2911 members 
Mstep: Class 49 contains 8042 members 
Mstep: Class 50 contains 27415 members 
Mstep: Class 51 contains 3325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100306664.000000 Penalty: 112857.750000
Iteration 222Q: 52 clusters Score -1.003067e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 5715 members 
Mstep: Class 3 contains 5303 members 
Mstep: Class 4 contains 34970 members 
Mstep: Class 5 contains 95918 members 
Mstep: Class 6 contains 461 members 
Mstep: Class 7 contains 17575 members 
Mstep: Class 8 contains 152465 members 
Mstep: Class 9 contains 8841 members 
Mstep: Class 10 contains 2181 members 
Mstep: Class 11 contains 452 members 
Mstep: Class 12 contains 17981 members 
Mstep: Class 13 contains 1393 members 
Mstep: Class 14 contains 1888 members 
Mstep: Class 15 contains 8226 members 
Mstep: Class 16 contains 38962 members 
Mstep: Class 17 contains 56385 members 
Mstep: Class 18 contains 2374 members 
Mstep: Class 19 contains 11485 members 
Mstep: Class 20 contains 37225 members 
Mstep: Class 21 contains 8069 members 
Mstep: Class 22 contains 12596 members 
Mstep: Class 23 contains 3058 members 
Mstep: Class 24 contains 39549 members 
Mstep: Class 25 contains 9321 members 
Mstep: Class 26 contains 4114 members 
Mstep: Class 27 contains 8846 members 
Mstep: Class 28 contains 3839 members 
Mstep: Class 29 contains 7708 members 
Mstep: Class 30 contains 6677 members 
Mstep: Class 31 contains 23469 members 
Mstep: Class 32 contains 39929 members 
Mstep: Class 33 contains 17863 members 
Mstep: Class 34 contains 5083 members 
Mstep: Class 35 contains 11407 members 
Mstep: Class 36 contains 2444 members 
Mstep: Class 37 contains 2749 members 
Mstep: Class 38 contains 19072 members 
Mstep: Class 39 contains 1360 members 
Mstep: Class 40 contains 14737 members 
Mstep: Class 41 contains 1936 members 
Mstep: Class 42 contains 1129 members 
Mstep: Class 43 contains 4226 members 
Mstep: Class 44 contains 4014 members 
Mstep: Class 45 contains 3198 members 
Mstep: Class 46 contains 5007 members 
Mstep: Class 47 contains 12342 members 
Mstep: Class 48 contains 2911 members 
Mstep: Class 49 contains 8042 members 
Mstep: Class 50 contains 27415 members 
Mstep: Class 51 contains 3325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100306680.000000 Penalty: 112857.750000
Iteration 223Q: 52 clusters Score -1.003067e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 5715 members 
Mstep: Class 3 contains 5303 members 
Mstep: Class 4 contains 34970 members 
Mstep: Class 5 contains 95916 members 
Mstep: Class 6 contains 461 members 
Mstep: Class 7 contains 17574 members 
Mstep: Class 8 contains 152464 members 
Mstep: Class 9 contains 8841 members 
Mstep: Class 10 contains 2181 members 
Mstep: Class 11 contains 452 members 
Mstep: Class 12 contains 17981 members 
Mstep: Class 13 contains 1393 members 
Mstep: Class 14 contains 1888 members 
Mstep: Class 15 contains 8226 members 
Mstep: Class 16 contains 38962 members 
Mstep: Class 17 contains 56384 members 
Mstep: Class 18 contains 2374 members 
Mstep: Class 19 contains 11485 members 
Mstep: Class 20 contains 37225 members 
Mstep: Class 21 contains 8069 members 
Mstep: Class 22 contains 12596 members 
Mstep: Class 23 contains 3058 members 
Mstep: Class 24 contains 39549 members 
Mstep: Class 25 contains 9321 members 
Mstep: Class 26 contains 4114 members 
Mstep: Class 27 contains 8846 members 
Mstep: Class 28 contains 3839 members 
Mstep: Class 29 contains 7706 members 
Mstep: Class 30 contains 6677 members 
Mstep: Class 31 contains 23469 members 
Mstep: Class 32 contains 39931 members 
Mstep: Class 33 contains 17863 members 
Mstep: Class 34 contains 5090 members 
Mstep: Class 35 contains 11407 members 
Mstep: Class 36 contains 2444 members 
Mstep: Class 37 contains 2748 members 
Mstep: Class 38 contains 19071 members 
Mstep: Class 39 contains 1360 members 
Mstep: Class 40 contains 14737 members 
Mstep: Class 41 contains 1936 members 
Mstep: Class 42 contains 1129 members 
Mstep: Class 43 contains 4226 members 
Mstep: Class 44 contains 4015 members 
Mstep: Class 45 contains 3198 members 
Mstep: Class 46 contains 5006 members 
Mstep: Class 47 contains 12342 members 
Mstep: Class 48 contains 2911 members 
Mstep: Class 49 contains 8042 members 
Mstep: Class 50 contains 27415 members 
Mstep: Class 51 contains 3325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100306680.000000 Penalty: 112857.750000
Iteration 224Q: 52 clusters Score -1.003067e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 5715 members 
Mstep: Class 3 contains 5303 members 
Mstep: Class 4 contains 34970 members 
Mstep: Class 5 contains 95919 members 
Mstep: Class 6 contains 461 members 
Mstep: Class 7 contains 17574 members 
Mstep: Class 8 contains 152462 members 
Mstep: Class 9 contains 8841 members 
Mstep: Class 10 contains 2181 members 
Mstep: Class 11 contains 452 members 
Mstep: Class 12 contains 17981 members 
Mstep: Class 13 contains 1393 members 
Mstep: Class 14 contains 1888 members 
Mstep: Class 15 contains 8226 members 
Mstep: Class 16 contains 38962 members 
Mstep: Class 17 contains 56383 members 
Mstep: Class 18 contains 2374 members 
Mstep: Class 19 contains 11485 members 
Mstep: Class 20 contains 37223 members 
Mstep: Class 21 contains 8069 members 
Mstep: Class 22 contains 12596 members 
Mstep: Class 23 contains 3058 members 
Mstep: Class 24 contains 39549 members 
Mstep: Class 25 contains 9321 members 
Mstep: Class 26 contains 4114 members 
Mstep: Class 27 contains 8846 members 
Mstep: Class 28 contains 3839 members 
Mstep: Class 29 contains 7706 members 
Mstep: Class 30 contains 6677 members 
Mstep: Class 31 contains 23468 members 
Mstep: Class 32 contains 39932 members 
Mstep: Class 33 contains 17863 members 
Mstep: Class 34 contains 5094 members 
Mstep: Class 35 contains 11407 members 
Mstep: Class 36 contains 2444 members 
Mstep: Class 37 contains 2749 members 
Mstep: Class 38 contains 19068 members 
Mstep: Class 39 contains 1360 members 
Mstep: Class 40 contains 14737 members 
Mstep: Class 41 contains 1936 members 
Mstep: Class 42 contains 1129 members 
Mstep: Class 43 contains 4226 members 
Mstep: Class 44 contains 4015 members 
Mstep: Class 45 contains 3198 members 
Mstep: Class 46 contains 5006 members 
Mstep: Class 47 contains 12342 members 
Mstep: Class 48 contains 2911 members 
Mstep: Class 49 contains 8042 members 
Mstep: Class 50 contains 27415 members 
Mstep: Class 51 contains 3325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100306728.000000 Penalty: 112857.750000
Iteration 225Q: 52 clusters Score -1.003067e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 5715 members 
Mstep: Class 3 contains 5303 members 
Mstep: Class 4 contains 34970 members 
Mstep: Class 5 contains 95919 members 
Mstep: Class 6 contains 461 members 
Mstep: Class 7 contains 17574 members 
Mstep: Class 8 contains 152461 members 
Mstep: Class 9 contains 8841 members 
Mstep: Class 10 contains 2181 members 
Mstep: Class 11 contains 452 members 
Mstep: Class 12 contains 17981 members 
Mstep: Class 13 contains 1393 members 
Mstep: Class 14 contains 1888 members 
Mstep: Class 15 contains 8226 members 
Mstep: Class 16 contains 38962 members 
Mstep: Class 17 contains 56383 members 
Mstep: Class 18 contains 2374 members 
Mstep: Class 19 contains 11484 members 
Mstep: Class 20 contains 37224 members 
Mstep: Class 21 contains 8069 members 
Mstep: Class 22 contains 12596 members 
Mstep: Class 23 contains 3058 members 
Mstep: Class 24 contains 39549 members 
Mstep: Class 25 contains 9321 members 
Mstep: Class 26 contains 4114 members 
Mstep: Class 27 contains 8846 members 
Mstep: Class 28 contains 3839 members 
Mstep: Class 29 contains 7706 members 
Mstep: Class 30 contains 6677 members 
Mstep: Class 31 contains 23468 members 
Mstep: Class 32 contains 39931 members 
Mstep: Class 33 contains 17863 members 
Mstep: Class 34 contains 5098 members 
Mstep: Class 35 contains 11407 members 
Mstep: Class 36 contains 2444 members 
Mstep: Class 37 contains 2749 members 
Mstep: Class 38 contains 19066 members 
Mstep: Class 39 contains 1360 members 
Mstep: Class 40 contains 14737 members 
Mstep: Class 41 contains 1936 members 
Mstep: Class 42 contains 1129 members 
Mstep: Class 43 contains 4226 members 
Mstep: Class 44 contains 4015 members 
Mstep: Class 45 contains 3198 members 
Mstep: Class 46 contains 5006 members 
Mstep: Class 47 contains 12342 members 
Mstep: Class 48 contains 2911 members 
Mstep: Class 49 contains 8042 members 
Mstep: Class 50 contains 27415 members 
Mstep: Class 51 contains 3325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100306688.000000 Penalty: 112857.750000
Iteration 226Q: 52 clusters Score -1.003067e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 5716 members 
Mstep: Class 3 contains 5303 members 
Mstep: Class 4 contains 34970 members 
Mstep: Class 5 contains 95919 members 
Mstep: Class 6 contains 461 members 
Mstep: Class 7 contains 17574 members 
Mstep: Class 8 contains 152462 members 
Mstep: Class 9 contains 8841 members 
Mstep: Class 10 contains 2181 members 
Mstep: Class 11 contains 452 members 
Mstep: Class 12 contains 17981 members 
Mstep: Class 13 contains 1393 members 
Mstep: Class 14 contains 1888 members 
Mstep: Class 15 contains 8226 members 
Mstep: Class 16 contains 38962 members 
Mstep: Class 17 contains 56383 members 
Mstep: Class 18 contains 2374 members 
Mstep: Class 19 contains 11484 members 
Mstep: Class 20 contains 37222 members 
Mstep: Class 21 contains 8069 members 
Mstep: Class 22 contains 12596 members 
Mstep: Class 23 contains 3058 members 
Mstep: Class 24 contains 39549 members 
Mstep: Class 25 contains 9321 members 
Mstep: Class 26 contains 4114 members 
Mstep: Class 27 contains 8846 members 
Mstep: Class 28 contains 3839 members 
Mstep: Class 29 contains 7706 members 
Mstep: Class 30 contains 6677 members 
Mstep: Class 31 contains 23469 members 
Mstep: Class 32 contains 39931 members 
Mstep: Class 33 contains 17863 members 
Mstep: Class 34 contains 5100 members 
Mstep: Class 35 contains 11407 members 
Mstep: Class 36 contains 2444 members 
Mstep: Class 37 contains 2749 members 
Mstep: Class 38 contains 19063 members 
Mstep: Class 39 contains 1360 members 
Mstep: Class 40 contains 14737 members 
Mstep: Class 41 contains 1936 members 
Mstep: Class 42 contains 1129 members 
Mstep: Class 43 contains 4226 members 
Mstep: Class 44 contains 4015 members 
Mstep: Class 45 contains 3198 members 
Mstep: Class 46 contains 5006 members 
Mstep: Class 47 contains 12342 members 
Mstep: Class 48 contains 2911 members 
Mstep: Class 49 contains 8042 members 
Mstep: Class 50 contains 27415 members 
Mstep: Class 51 contains 3325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100306728.000000 Penalty: 112857.750000
Iteration 227Q: 52 clusters Score -1.003067e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 5718 members 
Mstep: Class 3 contains 5303 members 
Mstep: Class 4 contains 34970 members 
Mstep: Class 5 contains 95918 members 
Mstep: Class 6 contains 461 members 
Mstep: Class 7 contains 17574 members 
Mstep: Class 8 contains 152461 members 
Mstep: Class 9 contains 8841 members 
Mstep: Class 10 contains 2181 members 
Mstep: Class 11 contains 452 members 
Mstep: Class 12 contains 17981 members 
Mstep: Class 13 contains 1393 members 
Mstep: Class 14 contains 1888 members 
Mstep: Class 15 contains 8226 members 
Mstep: Class 16 contains 38962 members 
Mstep: Class 17 contains 56383 members 
Mstep: Class 18 contains 2374 members 
Mstep: Class 19 contains 11484 members 
Mstep: Class 20 contains 37215 members 
Mstep: Class 21 contains 8069 members 
Mstep: Class 22 contains 12596 members 
Mstep: Class 23 contains 3058 members 
Mstep: Class 24 contains 39550 members 
Mstep: Class 25 contains 9321 members 
Mstep: Class 26 contains 4114 members 
Mstep: Class 27 contains 8846 members 
Mstep: Class 28 contains 3839 members 
Mstep: Class 29 contains 7707 members 
Mstep: Class 30 contains 6677 members 
Mstep: Class 31 contains 23470 members 
Mstep: Class 32 contains 39931 members 
Mstep: Class 33 contains 17863 members 
Mstep: Class 34 contains 5108 members 
Mstep: Class 35 contains 11407 members 
Mstep: Class 36 contains 2444 members 
Mstep: Class 37 contains 2749 members 
Mstep: Class 38 contains 19059 members 
Mstep: Class 39 contains 1360 members 
Mstep: Class 40 contains 14737 members 
Mstep: Class 41 contains 1936 members 
Mstep: Class 42 contains 1129 members 
Mstep: Class 43 contains 4226 members 
Mstep: Class 44 contains 4015 members 
Mstep: Class 45 contains 3198 members 
Mstep: Class 46 contains 5006 members 
Mstep: Class 47 contains 12342 members 
Mstep: Class 48 contains 2911 members 
Mstep: Class 49 contains 8042 members 
Mstep: Class 50 contains 27415 members 
Mstep: Class 51 contains 3325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100306704.000000 Penalty: 112857.750000
Iteration 228Q: 52 clusters Score -1.003067e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 5719 members 
Mstep: Class 3 contains 5303 members 
Mstep: Class 4 contains 34970 members 
Mstep: Class 5 contains 95917 members 
Mstep: Class 6 contains 461 members 
Mstep: Class 7 contains 17574 members 
Mstep: Class 8 contains 152462 members 
Mstep: Class 9 contains 8841 members 
Mstep: Class 10 contains 2181 members 
Mstep: Class 11 contains 452 members 
Mstep: Class 12 contains 17981 members 
Mstep: Class 13 contains 1393 members 
Mstep: Class 14 contains 1888 members 
Mstep: Class 15 contains 8226 members 
Mstep: Class 16 contains 38962 members 
Mstep: Class 17 contains 56378 members 
Mstep: Class 18 contains 2374 members 
Mstep: Class 19 contains 11484 members 
Mstep: Class 20 contains 37209 members 
Mstep: Class 21 contains 8069 members 
Mstep: Class 22 contains 12596 members 
Mstep: Class 23 contains 3058 members 
Mstep: Class 24 contains 39550 members 
Mstep: Class 25 contains 9321 members 
Mstep: Class 26 contains 4114 members 
Mstep: Class 27 contains 8846 members 
Mstep: Class 28 contains 3839 members 
Mstep: Class 29 contains 7707 members 
Mstep: Class 30 contains 6677 members 
Mstep: Class 31 contains 23470 members 
Mstep: Class 32 contains 39931 members 
Mstep: Class 33 contains 17863 members 
Mstep: Class 34 contains 5120 members 
Mstep: Class 35 contains 11407 members 
Mstep: Class 36 contains 2444 members 
Mstep: Class 37 contains 2749 members 
Mstep: Class 38 contains 19057 members 
Mstep: Class 39 contains 1360 members 
Mstep: Class 40 contains 14737 members 
Mstep: Class 41 contains 1936 members 
Mstep: Class 42 contains 1129 members 
Mstep: Class 43 contains 4226 members 
Mstep: Class 44 contains 4016 members 
Mstep: Class 45 contains 3198 members 
Mstep: Class 46 contains 5006 members 
Mstep: Class 47 contains 12342 members 
Mstep: Class 48 contains 2910 members 
Mstep: Class 49 contains 8042 members 
Mstep: Class 50 contains 27415 members 
Mstep: Class 51 contains 3325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100306616.000000 Penalty: 112857.750000
Iteration 229Q: 52 clusters Score -1.003066e+08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 5719 members 
Mstep: Class 3 contains 5303 members 
Mstep: Class 4 contains 34970 members 
Mstep: Class 5 contains 95916 members 
Mstep: Class 6 contains 461 members 
Mstep: Class 7 contains 17574 members 
Mstep: Class 8 contains 152462 members 
Mstep: Class 9 contains 8841 members 
Mstep: Class 10 contains 2181 members 
Mstep: Class 11 contains 452 members 
Mstep: Class 12 contains 17981 members 
Mstep: Class 13 contains 1393 members 
Mstep: Class 14 contains 1888 members 
Mstep: Class 15 contains 8226 members 
Mstep: Class 16 contains 38962 members 
Mstep: Class 17 contains 56375 members 
Mstep: Class 18 contains 2374 members 
Mstep: Class 19 contains 11483 members 
Mstep: Class 20 contains 37202 members 
Mstep: Class 21 contains 8069 members 
Mstep: Class 22 contains 12596 members 
Mstep: Class 23 contains 3057 members 
Mstep: Class 24 contains 39551 members 
Mstep: Class 25 contains 9322 members 
Mstep: Class 26 contains 4114 members 
Mstep: Class 27 contains 8846 members 
Mstep: Class 28 contains 3839 members 
Mstep: Class 29 contains 7706 members 
Mstep: Class 30 contains 6677 members 
Mstep: Class 31 contains 23470 members 
Mstep: Class 32 contains 39931 members 
Mstep: Class 33 contains 17863 members 
Mstep: Class 34 contains 5130 members 
Mstep: Class 35 contains 11407 members 
Mstep: Class 36 contains 2444 members 
Mstep: Class 37 contains 2749 members 
Mstep: Class 38 contains 19056 members 
Mstep: Class 39 contains 1360 members 
Mstep: Class 40 contains 14738 members 
Mstep: Class 41 contains 1936 members 
Mstep: Class 42 contains 1129 members 
Mstep: Class 43 contains 4226 members 
Mstep: Class 44 contains 4017 members 
Mstep: Class 45 contains 3198 members 
Mstep: Class 46 contains 5007 members 
Mstep: Class 47 contains 12342 members 
Mstep: Class 48 contains 2910 members 
Mstep: Class 49 contains 8042 members 
Mstep: Class 50 contains 27415 members 
Mstep: Class 51 contains 3325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100306624.000000 Penalty: 112857.750000
Iteration 230Q: 52 clusters Score -1.003066e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 5719 members 
Mstep: Class 3 contains 5303 members 
Mstep: Class 4 contains 34971 members 
Mstep: Class 5 contains 95918 members 
Mstep: Class 6 contains 461 members 
Mstep: Class 7 contains 17574 members 
Mstep: Class 8 contains 152463 members 
Mstep: Class 9 contains 8841 members 
Mstep: Class 10 contains 2181 members 
Mstep: Class 11 contains 452 members 
Mstep: Class 12 contains 17981 members 
Mstep: Class 13 contains 1393 members 
Mstep: Class 14 contains 1888 members 
Mstep: Class 15 contains 8226 members 
Mstep: Class 16 contains 38962 members 
Mstep: Class 17 contains 56372 members 
Mstep: Class 18 contains 2374 members 
Mstep: Class 19 contains 11482 members 
Mstep: Class 20 contains 37197 members 
Mstep: Class 21 contains 8069 members 
Mstep: Class 22 contains 12596 members 
Mstep: Class 23 contains 3057 members 
Mstep: Class 24 contains 39551 members 
Mstep: Class 25 contains 9323 members 
Mstep: Class 26 contains 4114 members 
Mstep: Class 27 contains 8846 members 
Mstep: Class 28 contains 3839 members 
Mstep: Class 29 contains 7706 members 
Mstep: Class 30 contains 6677 members 
Mstep: Class 31 contains 23470 members 
Mstep: Class 32 contains 39932 members 
Mstep: Class 33 contains 17863 members 
Mstep: Class 34 contains 5133 members 
Mstep: Class 35 contains 11407 members 
Mstep: Class 36 contains 2444 members 
Mstep: Class 37 contains 2749 members 
Mstep: Class 38 contains 19056 members 
Mstep: Class 39 contains 1360 members 
Mstep: Class 40 contains 14738 members 
Mstep: Class 41 contains 1936 members 
Mstep: Class 42 contains 1129 members 
Mstep: Class 43 contains 4226 members 
Mstep: Class 44 contains 4018 members 
Mstep: Class 45 contains 3198 members 
Mstep: Class 46 contains 5006 members 
Mstep: Class 47 contains 12342 members 
Mstep: Class 48 contains 2910 members 
Mstep: Class 49 contains 8042 members 
Mstep: Class 50 contains 27415 members 
Mstep: Class 51 contains 3325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100306672.000000 Penalty: 112857.750000
Iteration 231Q: 52 clusters Score -1.003067e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 5719 members 
Mstep: Class 3 contains 5303 members 
Mstep: Class 4 contains 34971 members 
Mstep: Class 5 contains 95917 members 
Mstep: Class 6 contains 461 members 
Mstep: Class 7 contains 17574 members 
Mstep: Class 8 contains 152464 members 
Mstep: Class 9 contains 8841 members 
Mstep: Class 10 contains 2181 members 
Mstep: Class 11 contains 452 members 
Mstep: Class 12 contains 17981 members 
Mstep: Class 13 contains 1393 members 
Mstep: Class 14 contains 1888 members 
Mstep: Class 15 contains 8226 members 
Mstep: Class 16 contains 38960 members 
Mstep: Class 17 contains 56371 members 
Mstep: Class 18 contains 2374 members 
Mstep: Class 19 contains 11484 members 
Mstep: Class 20 contains 37192 members 
Mstep: Class 21 contains 8069 members 
Mstep: Class 22 contains 12596 members 
Mstep: Class 23 contains 3058 members 
Mstep: Class 24 contains 39551 members 
Mstep: Class 25 contains 9323 members 
Mstep: Class 26 contains 4114 members 
Mstep: Class 27 contains 8846 members 
Mstep: Class 28 contains 3839 members 
Mstep: Class 29 contains 7706 members 
Mstep: Class 30 contains 6677 members 
Mstep: Class 31 contains 23471 members 
Mstep: Class 32 contains 39933 members 
Mstep: Class 33 contains 17863 members 
Mstep: Class 34 contains 5137 members 
Mstep: Class 35 contains 11407 members 
Mstep: Class 36 contains 2444 members 
Mstep: Class 37 contains 2749 members 
Mstep: Class 38 contains 19056 members 
Mstep: Class 39 contains 1360 members 
Mstep: Class 40 contains 14738 members 
Mstep: Class 41 contains 1936 members 
Mstep: Class 42 contains 1129 members 
Mstep: Class 43 contains 4226 members 
Mstep: Class 44 contains 4018 members 
Mstep: Class 45 contains 3198 members 
Mstep: Class 46 contains 5005 members 
Mstep: Class 47 contains 12342 members 
Mstep: Class 48 contains 2910 members 
Mstep: Class 49 contains 8042 members 
Mstep: Class 50 contains 27415 members 
Mstep: Class 51 contains 3325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100306712.000000 Penalty: 112857.750000
Iteration 232Q: 52 clusters Score -1.003067e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 5719 members 
Mstep: Class 3 contains 5303 members 
Mstep: Class 4 contains 34970 members 
Mstep: Class 5 contains 95918 members 
Mstep: Class 6 contains 461 members 
Mstep: Class 7 contains 17574 members 
Mstep: Class 8 contains 152463 members 
Mstep: Class 9 contains 8841 members 
Mstep: Class 10 contains 2181 members 
Mstep: Class 11 contains 452 members 
Mstep: Class 12 contains 17981 members 
Mstep: Class 13 contains 1393 members 
Mstep: Class 14 contains 1888 members 
Mstep: Class 15 contains 8226 members 
Mstep: Class 16 contains 38959 members 
Mstep: Class 17 contains 56370 members 
Mstep: Class 18 contains 2374 members 
Mstep: Class 19 contains 11485 members 
Mstep: Class 20 contains 37192 members 
Mstep: Class 21 contains 8069 members 
Mstep: Class 22 contains 12596 members 
Mstep: Class 23 contains 3059 members 
Mstep: Class 24 contains 39551 members 
Mstep: Class 25 contains 9323 members 
Mstep: Class 26 contains 4113 members 
Mstep: Class 27 contains 8846 members 
Mstep: Class 28 contains 3839 members 
Mstep: Class 29 contains 7706 members 
Mstep: Class 30 contains 6677 members 
Mstep: Class 31 contains 23472 members 
Mstep: Class 32 contains 39934 members 
Mstep: Class 33 contains 17863 members 
Mstep: Class 34 contains 5140 members 
Mstep: Class 35 contains 11407 members 
Mstep: Class 36 contains 2444 members 
Mstep: Class 37 contains 2749 members 
Mstep: Class 38 contains 19052 members 
Mstep: Class 39 contains 1360 members 
Mstep: Class 40 contains 14738 members 
Mstep: Class 41 contains 1936 members 
Mstep: Class 42 contains 1129 members 
Mstep: Class 43 contains 4226 members 
Mstep: Class 44 contains 4018 members 
Mstep: Class 45 contains 3198 members 
Mstep: Class 46 contains 5006 members 
Mstep: Class 47 contains 12342 members 
Mstep: Class 48 contains 2910 members 
Mstep: Class 49 contains 8042 members 
Mstep: Class 50 contains 27415 members 
Mstep: Class 51 contains 3325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100306712.000000 Penalty: 112857.750000
Iteration 233Q: 52 clusters Score -1.003067e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 5719 members 
Mstep: Class 3 contains 5303 members 
Mstep: Class 4 contains 34969 members 
Mstep: Class 5 contains 95917 members 
Mstep: Class 6 contains 461 members 
Mstep: Class 7 contains 17574 members 
Mstep: Class 8 contains 152462 members 
Mstep: Class 9 contains 8841 members 
Mstep: Class 10 contains 2181 members 
Mstep: Class 11 contains 452 members 
Mstep: Class 12 contains 17981 members 
Mstep: Class 13 contains 1393 members 
Mstep: Class 14 contains 1888 members 
Mstep: Class 15 contains 8226 members 
Mstep: Class 16 contains 38959 members 
Mstep: Class 17 contains 56370 members 
Mstep: Class 18 contains 2374 members 
Mstep: Class 19 contains 11485 members 
Mstep: Class 20 contains 37188 members 
Mstep: Class 21 contains 8069 members 
Mstep: Class 22 contains 12596 members 
Mstep: Class 23 contains 3059 members 
Mstep: Class 24 contains 39551 members 
Mstep: Class 25 contains 9323 members 
Mstep: Class 26 contains 4115 members 
Mstep: Class 27 contains 8846 members 
Mstep: Class 28 contains 3839 members 
Mstep: Class 29 contains 7706 members 
Mstep: Class 30 contains 6677 members 
Mstep: Class 31 contains 23475 members 
Mstep: Class 32 contains 39934 members 
Mstep: Class 33 contains 17863 members 
Mstep: Class 34 contains 5143 members 
Mstep: Class 35 contains 11407 members 
Mstep: Class 36 contains 2444 members 
Mstep: Class 37 contains 2749 members 
Mstep: Class 38 contains 19051 members 
Mstep: Class 39 contains 1360 members 
Mstep: Class 40 contains 14738 members 
Mstep: Class 41 contains 1936 members 
Mstep: Class 42 contains 1129 members 
Mstep: Class 43 contains 4226 members 
Mstep: Class 44 contains 4018 members 
Mstep: Class 45 contains 3198 members 
Mstep: Class 46 contains 5006 members 
Mstep: Class 47 contains 12342 members 
Mstep: Class 48 contains 2910 members 
Mstep: Class 49 contains 8042 members 
Mstep: Class 50 contains 27415 members 
Mstep: Class 51 contains 3325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100306680.000000 Penalty: 112857.750000
Iteration 234Q: 52 clusters Score -1.003067e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 5719 members 
Mstep: Class 3 contains 5303 members 
Mstep: Class 4 contains 34969 members 
Mstep: Class 5 contains 95917 members 
Mstep: Class 6 contains 461 members 
Mstep: Class 7 contains 17574 members 
Mstep: Class 8 contains 152462 members 
Mstep: Class 9 contains 8841 members 
Mstep: Class 10 contains 2181 members 
Mstep: Class 11 contains 452 members 
Mstep: Class 12 contains 17981 members 
Mstep: Class 13 contains 1393 members 
Mstep: Class 14 contains 1888 members 
Mstep: Class 15 contains 8226 members 
Mstep: Class 16 contains 38959 members 
Mstep: Class 17 contains 56370 members 
Mstep: Class 18 contains 2374 members 
Mstep: Class 19 contains 11485 members 
Mstep: Class 20 contains 37187 members 
Mstep: Class 21 contains 8069 members 
Mstep: Class 22 contains 12596 members 
Mstep: Class 23 contains 3059 members 
Mstep: Class 24 contains 39549 members 
Mstep: Class 25 contains 9323 members 
Mstep: Class 26 contains 4115 members 
Mstep: Class 27 contains 8846 members 
Mstep: Class 28 contains 3839 members 
Mstep: Class 29 contains 7707 members 
Mstep: Class 30 contains 6677 members 
Mstep: Class 31 contains 23476 members 
Mstep: Class 32 contains 39934 members 
Mstep: Class 33 contains 17863 members 
Mstep: Class 34 contains 5144 members 
Mstep: Class 35 contains 11407 members 
Mstep: Class 36 contains 2444 members 
Mstep: Class 37 contains 2749 members 
Mstep: Class 38 contains 19051 members 
Mstep: Class 39 contains 1360 members 
Mstep: Class 40 contains 14738 members 
Mstep: Class 41 contains 1936 members 
Mstep: Class 42 contains 1129 members 
Mstep: Class 43 contains 4226 members 
Mstep: Class 44 contains 4018 members 
Mstep: Class 45 contains 3198 members 
Mstep: Class 46 contains 5006 members 
Mstep: Class 47 contains 12342 members 
Mstep: Class 48 contains 2910 members 
Mstep: Class 49 contains 8042 members 
Mstep: Class 50 contains 27415 members 
Mstep: Class 51 contains 3325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100306640.000000 Penalty: 112857.750000
Iteration 235Q: 52 clusters Score -1.003066e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 5719 members 
Mstep: Class 3 contains 5303 members 
Mstep: Class 4 contains 34969 members 
Mstep: Class 5 contains 95917 members 
Mstep: Class 6 contains 461 members 
Mstep: Class 7 contains 17574 members 
Mstep: Class 8 contains 152462 members 
Mstep: Class 9 contains 8842 members 
Mstep: Class 10 contains 2181 members 
Mstep: Class 11 contains 452 members 
Mstep: Class 12 contains 17982 members 
Mstep: Class 13 contains 1392 members 
Mstep: Class 14 contains 1888 members 
Mstep: Class 15 contains 8226 members 
Mstep: Class 16 contains 38959 members 
Mstep: Class 17 contains 56369 members 
Mstep: Class 18 contains 2374 members 
Mstep: Class 19 contains 11485 members 
Mstep: Class 20 contains 37186 members 
Mstep: Class 21 contains 8069 members 
Mstep: Class 22 contains 12596 members 
Mstep: Class 23 contains 3059 members 
Mstep: Class 24 contains 39548 members 
Mstep: Class 25 contains 9323 members 
Mstep: Class 26 contains 4115 members 
Mstep: Class 27 contains 8846 members 
Mstep: Class 28 contains 3839 members 
Mstep: Class 29 contains 7708 members 
Mstep: Class 30 contains 6677 members 
Mstep: Class 31 contains 23476 members 
Mstep: Class 32 contains 39934 members 
Mstep: Class 33 contains 17862 members 
Mstep: Class 34 contains 5145 members 
Mstep: Class 35 contains 11406 members 
Mstep: Class 36 contains 2444 members 
Mstep: Class 37 contains 2749 members 
Mstep: Class 38 contains 19053 members 
Mstep: Class 39 contains 1360 members 
Mstep: Class 40 contains 14738 members 
Mstep: Class 41 contains 1936 members 
Mstep: Class 42 contains 1129 members 
Mstep: Class 43 contains 4226 members 
Mstep: Class 44 contains 4018 members 
Mstep: Class 45 contains 3198 members 
Mstep: Class 46 contains 5006 members 
Mstep: Class 47 contains 12342 members 
Mstep: Class 48 contains 2910 members 
Mstep: Class 49 contains 8042 members 
Mstep: Class 50 contains 27415 members 
Mstep: Class 51 contains 3325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100306688.000000 Penalty: 112857.750000
Iteration 236Q: 52 clusters Score -1.003067e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 5719 members 
Mstep: Class 3 contains 5303 members 
Mstep: Class 4 contains 34970 members 
Mstep: Class 5 contains 95916 members 
Mstep: Class 6 contains 461 members 
Mstep: Class 7 contains 17574 members 
Mstep: Class 8 contains 152462 members 
Mstep: Class 9 contains 8842 members 
Mstep: Class 10 contains 2181 members 
Mstep: Class 11 contains 452 members 
Mstep: Class 12 contains 17982 members 
Mstep: Class 13 contains 1392 members 
Mstep: Class 14 contains 1888 members 
Mstep: Class 15 contains 8226 members 
Mstep: Class 16 contains 38959 members 
Mstep: Class 17 contains 56369 members 
Mstep: Class 18 contains 2374 members 
Mstep: Class 19 contains 11484 members 
Mstep: Class 20 contains 37184 members 
Mstep: Class 21 contains 8069 members 
Mstep: Class 22 contains 12596 members 
Mstep: Class 23 contains 3059 members 
Mstep: Class 24 contains 39548 members 
Mstep: Class 25 contains 9323 members 
Mstep: Class 26 contains 4115 members 
Mstep: Class 27 contains 8846 members 
Mstep: Class 28 contains 3839 members 
Mstep: Class 29 contains 7707 members 
Mstep: Class 30 contains 6677 members 
Mstep: Class 31 contains 23476 members 
Mstep: Class 32 contains 39934 members 
Mstep: Class 33 contains 17863 members 
Mstep: Class 34 contains 5148 members 
Mstep: Class 35 contains 11405 members 
Mstep: Class 36 contains 2444 members 
Mstep: Class 37 contains 2749 members 
Mstep: Class 38 contains 19054 members 
Mstep: Class 39 contains 1360 members 
Mstep: Class 40 contains 14738 members 
Mstep: Class 41 contains 1936 members 
Mstep: Class 42 contains 1129 members 
Mstep: Class 43 contains 4226 members 
Mstep: Class 44 contains 4019 members 
Mstep: Class 45 contains 3198 members 
Mstep: Class 46 contains 5006 members 
Mstep: Class 47 contains 12342 members 
Mstep: Class 48 contains 2910 members 
Mstep: Class 49 contains 8042 members 
Mstep: Class 50 contains 27414 members 
Mstep: Class 51 contains 3325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100306672.000000 Penalty: 112857.750000
Iteration 237Q: 52 clusters Score -1.003067e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 5720 members 
Mstep: Class 3 contains 5303 members 
Mstep: Class 4 contains 34970 members 
Mstep: Class 5 contains 95913 members 
Mstep: Class 6 contains 461 members 
Mstep: Class 7 contains 17574 members 
Mstep: Class 8 contains 152462 members 
Mstep: Class 9 contains 8842 members 
Mstep: Class 10 contains 2181 members 
Mstep: Class 11 contains 452 members 
Mstep: Class 12 contains 17982 members 
Mstep: Class 13 contains 1392 members 
Mstep: Class 14 contains 1888 members 
Mstep: Class 15 contains 8226 members 
Mstep: Class 16 contains 38959 members 
Mstep: Class 17 contains 56369 members 
Mstep: Class 18 contains 2374 members 
Mstep: Class 19 contains 11484 members 
Mstep: Class 20 contains 37181 members 
Mstep: Class 21 contains 8069 members 
Mstep: Class 22 contains 12596 members 
Mstep: Class 23 contains 3059 members 
Mstep: Class 24 contains 39548 members 
Mstep: Class 25 contains 9323 members 
Mstep: Class 26 contains 4115 members 
Mstep: Class 27 contains 8847 members 
Mstep: Class 28 contains 3839 members 
Mstep: Class 29 contains 7707 members 
Mstep: Class 30 contains 6677 members 
Mstep: Class 31 contains 23476 members 
Mstep: Class 32 contains 39934 members 
Mstep: Class 33 contains 17863 members 
Mstep: Class 34 contains 5151 members 
Mstep: Class 35 contains 11405 members 
Mstep: Class 36 contains 2444 members 
Mstep: Class 37 contains 2749 members 
Mstep: Class 38 contains 19054 members 
Mstep: Class 39 contains 1360 members 
Mstep: Class 40 contains 14738 members 
Mstep: Class 41 contains 1936 members 
Mstep: Class 42 contains 1129 members 
Mstep: Class 43 contains 4226 members 
Mstep: Class 44 contains 4020 members 
Mstep: Class 45 contains 3198 members 
Mstep: Class 46 contains 5006 members 
Mstep: Class 47 contains 12342 members 
Mstep: Class 48 contains 2910 members 
Mstep: Class 49 contains 8042 members 
Mstep: Class 50 contains 27414 members 
Mstep: Class 51 contains 3325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100306664.000000 Penalty: 112857.750000
Iteration 238Q: 52 clusters Score -1.003067e+08 nChanged 11
Entering ConstructFrom: 
Score: -100306664.000000 Penalty: 112857.750000
Entering ConstructFrom: 
Trying to split cluster 1 (5339 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Entering Unmasked Estep 
Score: -664338.687500 Penalty: 1394.703857
	Iteration 0F: 2 clusters Score -664338.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -660162.187500 Penalty: 2789.407715
	Iteration 0F: 3 clusters Score -660162.2 nChanged 2204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -661589.875000 Penalty: 2789.407715
	Iteration 1F: 3 clusters Score -661589.9 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -661964.875000 Penalty: 2789.407715
	Iteration 2F: 3 clusters Score -661964.9 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -662243.687500 Penalty: 2789.407715
	Iteration 3F: 3 clusters Score -662243.7 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -662455.250000 Penalty: 2789.407715
	Iteration 4F: 3 clusters Score -662455.2 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -662593.562500 Penalty: 2789.407715
	Iteration 5Q: 3 clusters Score -662593.6 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -662694.187500 Penalty: 2789.407715
	Iteration 6Q: 3 clusters Score -662694.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -662762.312500 Penalty: 2789.407715
	Iteration 7Q: 3 clusters Score -662762.3 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -662812.312500 Penalty: 2789.407715
	Iteration 8Q: 3 clusters Score -662812.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -662854.375000 Penalty: 2789.407715
	Iteration 9Q: 3 clusters Score -662854.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -662914.437500 Penalty: 2789.407715
	Iteration 10Q: 3 clusters Score -662914.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -662970.875000 Penalty: 2789.407715
	Iteration 11Q: 3 clusters Score -662970.9 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -663052.375000 Penalty: 2789.407715
	Iteration 12Q: 3 clusters Score -663052.4 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -663172.562500 Penalty: 2789.407715
	Iteration 13Q: 3 clusters Score -663172.6 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -663326.437500 Penalty: 2789.407715
	Iteration 14Q: 3 clusters Score -663326.4 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -663515.750000 Penalty: 2789.407715
	Iteration 15Q: 3 clusters Score -663515.8 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -663677.750000 Penalty: 2789.407715
	Iteration 16Q: 3 clusters Score -663677.8 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -663787.437500 Penalty: 2789.407715
	Iteration 17Q: 3 clusters Score -663787.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -663842.375000 Penalty: 2789.407715
	Iteration 18Q: 3 clusters Score -663842.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -663881.562500 Penalty: 2789.407715
	Iteration 19Q: 3 clusters Score -663881.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -663904.125000 Penalty: 2789.407715
	Iteration 20F: 3 clusters Score -663904.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -663917.000000 Penalty: 2789.407715
	Iteration 21Q: 3 clusters Score -663917 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -663924.687500 Penalty: 2789.407715
	Iteration 22Q: 3 clusters Score -663924.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -663932.312500 Penalty: 2789.407715
	Iteration 23Q: 3 clusters Score -663932.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -663936.812500 Penalty: 2789.407715
	Iteration 24Q: 3 clusters Score -663936.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -663939.937500 Penalty: 2789.407715
	Iteration 25Q: 3 clusters Score -663939.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -663943.562500 Penalty: 2789.407715
	Iteration 26Q: 3 clusters Score -663943.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -663946.187500 Penalty: 2789.407715
	Iteration 27Q: 3 clusters Score -663946.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -663948.562500 Penalty: 2789.407715
	Iteration 28Q: 3 clusters Score -663948.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -663949.375000 Penalty: 2789.407715
	Iteration 29Q: 3 clusters Score -663949.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -663951.187500 Penalty: 2789.407715
	Iteration 30Q: 3 clusters Score -663951.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -663956.562500 Penalty: 2789.407715
	Iteration 31Q: 3 clusters Score -663956.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -663961.062500 Penalty: 2789.407715
	Iteration 32Q: 3 clusters Score -663961.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -663963.750000 Penalty: 2789.407715
	Iteration 33Q: 3 clusters Score -663963.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -663965.750000 Penalty: 2789.407715
	Iteration 34Q: 3 clusters Score -663965.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -663967.437500 Penalty: 2789.407715
	Iteration 35Q: 3 clusters Score -663967.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -663970.250000 Penalty: 2789.407715
	Iteration 36Q: 3 clusters Score -663970.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -663969.875000 Penalty: 2789.407715
	Iteration 37Q: 3 clusters Score -663969.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -663971.500000 Penalty: 2789.407715
	Iteration 38Q: 3 clusters Score -663971.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -663972.125000 Penalty: 2789.407715
	Iteration 39Q: 3 clusters Score -663972.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -663972.125000 Penalty: 2789.407715
	Iteration 40F: 3 clusters Score -663972.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (5721 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5721 members 
Entering Unmasked Estep 
Score: -672370.687500 Penalty: 1405.933594
	Iteration 0F: 2 clusters Score -672370.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -667924.500000 Penalty: 2811.867188
	Iteration 0F: 3 clusters Score -667924.5 nChanged 2368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -669453.375000 Penalty: 2811.867188
	Iteration 1F: 3 clusters Score -669453.4 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -669823.125000 Penalty: 2811.867188
	Iteration 2F: 3 clusters Score -669823.1 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -670077.437500 Penalty: 2811.867188
	Iteration 3F: 3 clusters Score -670077.4 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -670273.125000 Penalty: 2811.867188
	Iteration 4F: 3 clusters Score -670273.1 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -670422.500000 Penalty: 2811.867188
	Iteration 5Q: 3 clusters Score -670422.5 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -670552.375000 Penalty: 2811.867188
	Iteration 6Q: 3 clusters Score -670552.4 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -670657.312500 Penalty: 2811.867188
	Iteration 7Q: 3 clusters Score -670657.3 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -670739.812500 Penalty: 2811.867188
	Iteration 8Q: 3 clusters Score -670739.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -670795.625000 Penalty: 2811.867188
	Iteration 9Q: 3 clusters Score -670795.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -670842.750000 Penalty: 2811.867188
	Iteration 10Q: 3 clusters Score -670842.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -670875.000000 Penalty: 2811.867188
	Iteration 11Q: 3 clusters Score -670875 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -670901.625000 Penalty: 2811.867188
	Iteration 12Q: 3 clusters Score -670901.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -670920.500000 Penalty: 2811.867188
	Iteration 13Q: 3 clusters Score -670920.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -670943.937500 Penalty: 2811.867188
	Iteration 14Q: 3 clusters Score -670943.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -670965.437500 Penalty: 2811.867188
	Iteration 15Q: 3 clusters Score -670965.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -670985.625000 Penalty: 2811.867188
	Iteration 16Q: 3 clusters Score -670985.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -671004.000000 Penalty: 2811.867188
	Iteration 17Q: 3 clusters Score -671004 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -671022.500000 Penalty: 2811.867188
	Iteration 18Q: 3 clusters Score -671022.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -671033.875000 Penalty: 2811.867188
	Iteration 19Q: 3 clusters Score -671033.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -671048.000000 Penalty: 2811.867188
	Iteration 20F: 3 clusters Score -671048 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -671060.875000 Penalty: 2811.867188
	Iteration 21Q: 3 clusters Score -671060.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -671070.750000 Penalty: 2811.867188
	Iteration 22Q: 3 clusters Score -671070.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -671084.937500 Penalty: 2811.867188
	Iteration 23Q: 3 clusters Score -671084.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -671095.250000 Penalty: 2811.867188
	Iteration 24Q: 3 clusters Score -671095.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -671103.312500 Penalty: 2811.867188
	Iteration 25Q: 3 clusters Score -671103.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -671111.187500 Penalty: 2811.867188
	Iteration 26Q: 3 clusters Score -671111.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -671120.562500 Penalty: 2811.867188
	Iteration 27Q: 3 clusters Score -671120.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -671126.812500 Penalty: 2811.867188
	Iteration 28Q: 3 clusters Score -671126.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -671130.750000 Penalty: 2811.867188
	Iteration 29Q: 3 clusters Score -671130.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -671132.437500 Penalty: 2811.867188
	Iteration 30Q: 3 clusters Score -671132.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -671132.625000 Penalty: 2811.867188
	Iteration 31Q: 3 clusters Score -671132.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -671135.875000 Penalty: 2811.867188
	Iteration 32Q: 3 clusters Score -671135.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -671136.625000 Penalty: 2811.867188
	Iteration 33Q: 3 clusters Score -671136.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -671138.875000 Penalty: 2811.867188
	Iteration 34Q: 3 clusters Score -671138.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -671140.750000 Penalty: 2811.867188
	Iteration 35Q: 3 clusters Score -671140.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -671139.500000 Penalty: 2811.867188
	Iteration 36Q: 3 clusters Score -671139.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -671139.750000 Penalty: 2811.867188
	Iteration 37Q: 3 clusters Score -671139.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -671139.750000 Penalty: 2811.867188
	Iteration 38F: 3 clusters Score -671139.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (5303 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Entering Unmasked Estep 
Score: -660645.437500 Penalty: 1393.604492
	Iteration 0F: 2 clusters Score -660645.4 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 2652 members 
Entering Unmasked Estep 
Score: -656490.312500 Penalty: 2787.208984
	Iteration 0F: 3 clusters Score -656490.3 nChanged 2191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -657742.312500 Penalty: 2787.208984
	Iteration 1F: 3 clusters Score -657742.3 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -657970.625000 Penalty: 2787.208984
	Iteration 2F: 3 clusters Score -657970.6 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -658165.000000 Penalty: 2787.208984
	Iteration 3F: 3 clusters Score -658165 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -658350.187500 Penalty: 2787.208984
	Iteration 4F: 3 clusters Score -658350.2 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -658520.687500 Penalty: 2787.208984
	Iteration 5F: 3 clusters Score -658520.7 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -658694.750000 Penalty: 2787.208984
	Iteration 6Q: 3 clusters Score -658694.8 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -658871.187500 Penalty: 2787.208984
	Iteration 7Q: 3 clusters Score -658871.2 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -659039.500000 Penalty: 2787.208984
	Iteration 8Q: 3 clusters Score -659039.5 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -659210.875000 Penalty: 2787.208984
	Iteration 9Q: 3 clusters Score -659210.9 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -659354.000000 Penalty: 2787.208984
	Iteration 10Q: 3 clusters Score -659354 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -659503.312500 Penalty: 2787.208984
	Iteration 11Q: 3 clusters Score -659503.3 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -659671.312500 Penalty: 2787.208984
	Iteration 12Q: 3 clusters Score -659671.3 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -659834.500000 Penalty: 2787.208984
	Iteration 13Q: 3 clusters Score -659834.5 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -659939.000000 Penalty: 2787.208984
	Iteration 14Q: 3 clusters Score -659939 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -659977.500000 Penalty: 2787.208984
	Iteration 15Q: 3 clusters Score -659977.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -660002.062500 Penalty: 2787.208984
	Iteration 16Q: 3 clusters Score -660002.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -660015.000000 Penalty: 2787.208984
	Iteration 17Q: 3 clusters Score -660015 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -660020.875000 Penalty: 2787.208984
	Iteration 18Q: 3 clusters Score -660020.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -660024.312500 Penalty: 2787.208984
	Iteration 19Q: 3 clusters Score -660024.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -660027.375000 Penalty: 2787.208984
	Iteration 20F: 3 clusters Score -660027.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -660031.062500 Penalty: 2787.208984
	Iteration 21Q: 3 clusters Score -660031.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -660032.062500 Penalty: 2787.208984
	Iteration 22Q: 3 clusters Score -660032.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -660033.937500 Penalty: 2787.208984
	Iteration 23Q: 3 clusters Score -660033.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -660035.375000 Penalty: 2787.208984
	Iteration 24Q: 3 clusters Score -660035.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -660034.937500 Penalty: 2787.208984
	Iteration 25Q: 3 clusters Score -660034.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -660034.937500 Penalty: 2787.208984
	Iteration 26F: 3 clusters Score -660034.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (34970 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34970 members 
Entering Unmasked Estep 
Score: -4431829.500000 Penalty: 1700.114990
	Iteration 0F: 2 clusters Score -4431830 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17324 members 
Mstep: Class 2 contains 17646 members 
Entering Unmasked Estep 
Score: -4408547.500000 Penalty: 3400.229980
	Iteration 0F: 3 clusters Score -4408548 nChanged 16194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16044 members 
Mstep: Class 2 contains 18926 members 
Entering Unmasked Estep 
Score: -4417591.500000 Penalty: 3400.229980
	Iteration 1F: 3 clusters Score -4417592 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15273 members 
Mstep: Class 2 contains 19697 members 
Entering Unmasked Estep 
Score: -4418221.500000 Penalty: 3400.229980
	Iteration 2Q: 3 clusters Score -4418222 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14171 members 
Mstep: Class 2 contains 20799 members 
Entering Unmasked Estep 
Score: -4418930.000000 Penalty: 3400.229980
	Iteration 3Q: 3 clusters Score -4418930 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12735 members 
Mstep: Class 2 contains 22235 members 
Entering Unmasked Estep 
Score: -4419819.500000 Penalty: 3400.229980
	Iteration 4F: 3 clusters Score -4419820 nChanged 2115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10774 members 
Mstep: Class 2 contains 24196 members 
Entering Unmasked Estep 
Score: -4421189.500000 Penalty: 3400.229980
	Iteration 5F: 3 clusters Score -4421190 nChanged 2501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8327 members 
Mstep: Class 2 contains 26643 members 
Entering Unmasked Estep 
Score: -4423045.000000 Penalty: 3400.229980
	Iteration 6F: 3 clusters Score -4423045 nChanged 2648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5699 members 
Mstep: Class 2 contains 29271 members 
Entering Unmasked Estep 
Score: -4425296.500000 Penalty: 3400.229980
	Iteration 7F: 3 clusters Score -4425296 nChanged 2396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 31661 members 
Entering Unmasked Estep 
Score: -4427465.500000 Penalty: 3400.229980
	Iteration 8F: 3 clusters Score -4427466 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 33261 members 
Entering Unmasked Estep 
Score: -4428935.000000 Penalty: 3400.229980
	Iteration 9Q: 3 clusters Score -4428935 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 34103 members 
Entering Unmasked Estep 
Score: -4429648.000000 Penalty: 3400.229980
	Iteration 10Q: 3 clusters Score -4429648 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 34472 members 
Entering Unmasked Estep 
Score: -4429993.000000 Penalty: 3400.229980
	Iteration 11Q: 3 clusters Score -4429993 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 34636 members 
Entering Unmasked Estep 
Score: -4430175.500000 Penalty: 3400.229980
	Iteration 12Q: 3 clusters Score -4430176 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 34702 members 
Entering Unmasked Estep 
Score: -4430260.000000 Penalty: 3400.229980
	Iteration 13Q: 3 clusters Score -4430260 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 34723 members 
Entering Unmasked Estep 
Score: -4430294.000000 Penalty: 3400.229980
	Iteration 14Q: 3 clusters Score -4430294 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 34743 members 
Entering Unmasked Estep 
Score: -4430327.500000 Penalty: 3400.229980
	Iteration 15Q: 3 clusters Score -4430328 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 34750 members 
Entering Unmasked Estep 
Score: -4430340.500000 Penalty: 3400.229980
	Iteration 16Q: 3 clusters Score -4430340 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 34755 members 
Entering Unmasked Estep 
Score: -4430351.000000 Penalty: 3400.229980
	Iteration 17Q: 3 clusters Score -4430351 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 34760 members 
Entering Unmasked Estep 
Score: -4430357.000000 Penalty: 3400.229980
	Iteration 18Q: 3 clusters Score -4430357 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 34764 members 
Entering Unmasked Estep 
Score: -4430364.000000 Penalty: 3400.229980
	Iteration 19Q: 3 clusters Score -4430364 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 34767 members 
Entering Unmasked Estep 
Score: -4430368.000000 Penalty: 3400.229980
	Iteration 20F: 3 clusters Score -4430368 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 34769 members 
Entering Unmasked Estep 
Score: -4430373.000000 Penalty: 3400.229980
	Iteration 21Q: 3 clusters Score -4430373 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 34771 members 
Entering Unmasked Estep 
Score: -4430377.000000 Penalty: 3400.229980
	Iteration 22Q: 3 clusters Score -4430377 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 34771 members 
Entering Unmasked Estep 
Score: -4430377.000000 Penalty: 3400.229980
	Iteration 23F: 3 clusters Score -4430377 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (95916 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95916 members 
Entering Unmasked Estep 
Score: -12112690.000000 Penalty: 1864.074463
	Iteration 0F: 2 clusters Score -1.211269e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47788 members 
Mstep: Class 2 contains 48128 members 
Entering Unmasked Estep 
Score: -12048773.000000 Penalty: 3728.148926
	Iteration 0F: 3 clusters Score -1.204877e+07 nChanged 45869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42945 members 
Mstep: Class 2 contains 52971 members 
Entering Unmasked Estep 
Score: -12076620.000000 Penalty: 3728.148926
	Iteration 1F: 3 clusters Score -1.207662e+07 nChanged 5343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39382 members 
Mstep: Class 2 contains 56534 members 
Entering Unmasked Estep 
Score: -12079395.000000 Penalty: 3728.148926
	Iteration 2F: 3 clusters Score -1.20794e+07 nChanged 6664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34568 members 
Mstep: Class 2 contains 61348 members 
Entering Unmasked Estep 
Score: -12083422.000000 Penalty: 3728.148926
	Iteration 3F: 3 clusters Score -1.208342e+07 nChanged 7339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28973 members 
Mstep: Class 2 contains 66943 members 
Entering Unmasked Estep 
Score: -12088404.000000 Penalty: 3728.148926
	Iteration 4F: 3 clusters Score -1.20884e+07 nChanged 7057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23372 members 
Mstep: Class 2 contains 72544 members 
Entering Unmasked Estep 
Score: -12093116.000000 Penalty: 3728.148926
	Iteration 5F: 3 clusters Score -1.209312e+07 nChanged 5889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18343 members 
Mstep: Class 2 contains 77573 members 
Entering Unmasked Estep 
Score: -12096984.000000 Penalty: 3728.148926
	Iteration 6F: 3 clusters Score -1.209698e+07 nChanged 4794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13917 members 
Mstep: Class 2 contains 81999 members 
Entering Unmasked Estep 
Score: -12100116.000000 Penalty: 3728.148926
	Iteration 7Q: 3 clusters Score -1.210012e+07 nChanged 3997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10012 members 
Mstep: Class 2 contains 85904 members 
Entering Unmasked Estep 
Score: -12103094.000000 Penalty: 3728.148926
	Iteration 8Q: 3 clusters Score -1.210309e+07 nChanged 3427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6619 members 
Mstep: Class 2 contains 89297 members 
Entering Unmasked Estep 
Score: -12105721.000000 Penalty: 3728.148926
	Iteration 9Q: 3 clusters Score -1.210572e+07 nChanged 2579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 91868 members 
Entering Unmasked Estep 
Score: -12107913.000000 Penalty: 3728.148926
	Iteration 10Q: 3 clusters Score -1.210791e+07 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 93656 members 
Entering Unmasked Estep 
Score: -12109394.000000 Penalty: 3728.148926
	Iteration 11Q: 3 clusters Score -1.210939e+07 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 94684 members 
Entering Unmasked Estep 
Score: -12110254.000000 Penalty: 3728.148926
	Iteration 12Q: 3 clusters Score -1.211025e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 95163 members 
Entering Unmasked Estep 
Score: -12110539.000000 Penalty: 3728.148926
	Iteration 13Q: 3 clusters Score -1.211054e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 95370 members 
Entering Unmasked Estep 
Score: -12110747.000000 Penalty: 3728.148926
	Iteration 14Q: 3 clusters Score -1.211075e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 95491 members 
Entering Unmasked Estep 
Score: -12110869.000000 Penalty: 3728.148926
	Iteration 15Q: 3 clusters Score -1.211087e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 95554 members 
Entering Unmasked Estep 
Score: -12110939.000000 Penalty: 3728.148926
	Iteration 16Q: 3 clusters Score -1.211094e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 95587 members 
Entering Unmasked Estep 
Score: -12110994.000000 Penalty: 3728.148926
	Iteration 17Q: 3 clusters Score -1.211099e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 95599 members 
Entering Unmasked Estep 
Score: -12111005.000000 Penalty: 3728.148926
	Iteration 18Q: 3 clusters Score -1.2111e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 95611 members 
Entering Unmasked Estep 
Score: -12111033.000000 Penalty: 3728.148926
	Iteration 19Q: 3 clusters Score -1.211103e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 95621 members 
Entering Unmasked Estep 
Score: -12111063.000000 Penalty: 3728.148926
	Iteration 20F: 3 clusters Score -1.211106e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 95628 members 
Entering Unmasked Estep 
Score: -12111080.000000 Penalty: 3728.148926
	Iteration 21Q: 3 clusters Score -1.211108e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 95638 members 
Entering Unmasked Estep 
Score: -12111100.000000 Penalty: 3728.148926
	Iteration 22Q: 3 clusters Score -1.21111e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 95641 members 
Entering Unmasked Estep 
Score: -12111097.000000 Penalty: 3728.148926
	Iteration 23Q: 3 clusters Score -1.21111e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 95645 members 
Entering Unmasked Estep 
Score: -12111122.000000 Penalty: 3728.148926
	Iteration 24Q: 3 clusters Score -1.211112e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 95647 members 
Entering Unmasked Estep 
Score: -12111121.000000 Penalty: 3728.148926
	Iteration 25Q: 3 clusters Score -1.211112e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 95649 members 
Entering Unmasked Estep 
Score: -12111123.000000 Penalty: 3728.148926
	Iteration 26Q: 3 clusters Score -1.211112e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 95651 members 
Entering Unmasked Estep 
Score: -12111133.000000 Penalty: 3728.148926
	Iteration 27Q: 3 clusters Score -1.211113e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 95653 members 
Entering Unmasked Estep 
Score: -12111127.000000 Penalty: 3728.148926
	Iteration 28Q: 3 clusters Score -1.211113e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 95655 members 
Entering Unmasked Estep 
Score: -12111138.000000 Penalty: 3728.148926
	Iteration 29Q: 3 clusters Score -1.211114e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 95656 members 
Entering Unmasked Estep 
Score: -12111143.000000 Penalty: 3728.148926
	Iteration 30Q: 3 clusters Score -1.211114e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 95656 members 
Entering Unmasked Estep 
Score: -12111143.000000 Penalty: 3728.148926
	Iteration 31F: 3 clusters Score -1.211114e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (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: -49775.273438 Penalty: 996.677185
	Iteration 0F: 2 clusters Score -49775.27 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 259 members 
Entering Unmasked Estep 
Score: -48821.281250 Penalty: 1993.354370
	Iteration 0F: 3 clusters Score -48821.28 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -49000.402344 Penalty: 1993.354370
	Iteration 1F: 3 clusters Score -49000.4 nChanged 41
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: -49103.292969 Penalty: 1993.354370
	Iteration 2F: 3 clusters Score -49103.29 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -49177.726562 Penalty: 1993.354370
	Iteration 3F: 3 clusters Score -49177.73 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -49236.882812 Penalty: 1993.354370
	Iteration 4F: 3 clusters Score -49236.88 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -49247.582031 Penalty: 1993.354370
	Iteration 5Q: 3 clusters Score -49247.58 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -49252.109375 Penalty: 1993.354370
	Iteration 6Q: 3 clusters Score -49252.11 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -49269.406250 Penalty: 1993.354370
	Iteration 7Q: 3 clusters Score -49269.41 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -49277.648438 Penalty: 1993.354370
	Iteration 8Q: 3 clusters Score -49277.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -49280.320312 Penalty: 1993.354370
	Iteration 9Q: 3 clusters Score -49280.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -49280.320312 Penalty: 1993.354370
	Iteration 10F: 3 clusters Score -49280.32 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (17574 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17574 members 
Entering Unmasked Estep 
Score: -2232000.500000 Penalty: 1588.303589
	Iteration 0F: 2 clusters Score -2232000 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8818 members 
Mstep: Class 2 contains 8756 members 
Entering Unmasked Estep 
Score: -2219896.000000 Penalty: 3176.607178
	Iteration 0F: 3 clusters Score -2219896 nChanged 7887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8935 members 
Mstep: Class 2 contains 8639 members 
Entering Unmasked Estep 
Score: -2224108.500000 Penalty: 3176.607178
	Iteration 1F: 3 clusters Score -2224108 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8995 members 
Mstep: Class 2 contains 8579 members 
Entering Unmasked Estep 
Score: -2224478.250000 Penalty: 3176.607178
	Iteration 2F: 3 clusters Score -2224478 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9067 members 
Mstep: Class 2 contains 8507 members 
Entering Unmasked Estep 
Score: -2224822.000000 Penalty: 3176.607178
	Iteration 3Q: 3 clusters Score -2224822 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9149 members 
Mstep: Class 2 contains 8425 members 
Entering Unmasked Estep 
Score: -2225159.000000 Penalty: 3176.607178
	Iteration 4Q: 3 clusters Score -2225159 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9233 members 
Mstep: Class 2 contains 8341 members 
Entering Unmasked Estep 
Score: -2225560.000000 Penalty: 3176.607178
	Iteration 5Q: 3 clusters Score -2225560 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9295 members 
Mstep: Class 2 contains 8279 members 
Entering Unmasked Estep 
Score: -2226036.500000 Penalty: 3176.607178
	Iteration 6Q: 3 clusters Score -2226036 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9275 members 
Mstep: Class 2 contains 8299 members 
Entering Unmasked Estep 
Score: -2226476.250000 Penalty: 3176.607178
	Iteration 7Q: 3 clusters Score -2226476 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9186 members 
Mstep: Class 2 contains 8388 members 
Entering Unmasked Estep 
Score: -2226850.250000 Penalty: 3176.607178
	Iteration 8Q: 3 clusters Score -2226850 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9053 members 
Mstep: Class 2 contains 8521 members 
Entering Unmasked Estep 
Score: -2227182.250000 Penalty: 3176.607178
	Iteration 9Q: 3 clusters Score -2227182 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8894 members 
Mstep: Class 2 contains 8680 members 
Entering Unmasked Estep 
Score: -2227452.500000 Penalty: 3176.607178
	Iteration 10Q: 3 clusters Score -2227452 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8730 members 
Mstep: Class 2 contains 8844 members 
Entering Unmasked Estep 
Score: -2227752.000000 Penalty: 3176.607178
	Iteration 11Q: 3 clusters Score -2227752 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8609 members 
Mstep: Class 2 contains 8965 members 
Entering Unmasked Estep 
Score: -2228010.750000 Penalty: 3176.607178
	Iteration 12Q: 3 clusters Score -2228011 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8477 members 
Mstep: Class 2 contains 9097 members 
Entering Unmasked Estep 
Score: -2228262.500000 Penalty: 3176.607178
	Iteration 13Q: 3 clusters Score -2228262 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8325 members 
Mstep: Class 2 contains 9249 members 
Entering Unmasked Estep 
Score: -2228509.750000 Penalty: 3176.607178
	Iteration 14Q: 3 clusters Score -2228510 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8118 members 
Mstep: Class 2 contains 9456 members 
Entering Unmasked Estep 
Score: -2228812.750000 Penalty: 3176.607178
	Iteration 15Q: 3 clusters Score -2228813 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7935 members 
Mstep: Class 2 contains 9639 members 
Entering Unmasked Estep 
Score: -2229085.500000 Penalty: 3176.607178
	Iteration 16Q: 3 clusters Score -2229086 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7777 members 
Mstep: Class 2 contains 9797 members 
Entering Unmasked Estep 
Score: -2229333.000000 Penalty: 3176.607178
	Iteration 17Q: 3 clusters Score -2229333 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7587 members 
Mstep: Class 2 contains 9987 members 
Entering Unmasked Estep 
Score: -2229552.000000 Penalty: 3176.607178
	Iteration 18Q: 3 clusters Score -2229552 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7377 members 
Mstep: Class 2 contains 10197 members 
Entering Unmasked Estep 
Score: -2229744.500000 Penalty: 3176.607178
	Iteration 19Q: 3 clusters Score -2229744 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7142 members 
Mstep: Class 2 contains 10432 members 
Entering Unmasked Estep 
Score: -2229944.000000 Penalty: 3176.607178
	Iteration 20F: 3 clusters Score -2229944 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6889 members 
Mstep: Class 2 contains 10685 members 
Entering Unmasked Estep 
Score: -2230160.250000 Penalty: 3176.607178
	Iteration 21Q: 3 clusters Score -2230160 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6600 members 
Mstep: Class 2 contains 10974 members 
Entering Unmasked Estep 
Score: -2230424.000000 Penalty: 3176.607178
	Iteration 22Q: 3 clusters Score -2230424 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6310 members 
Mstep: Class 2 contains 11264 members 
Entering Unmasked Estep 
Score: -2230710.750000 Penalty: 3176.607178
	Iteration 23Q: 3 clusters Score -2230711 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6026 members 
Mstep: Class 2 contains 11548 members 
Entering Unmasked Estep 
Score: -2230915.000000 Penalty: 3176.607178
	Iteration 24Q: 3 clusters Score -2230915 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5783 members 
Mstep: Class 2 contains 11791 members 
Entering Unmasked Estep 
Score: -2231055.500000 Penalty: 3176.607178
	Iteration 25Q: 3 clusters Score -2231056 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5602 members 
Mstep: Class 2 contains 11972 members 
Entering Unmasked Estep 
Score: -2231144.000000 Penalty: 3176.607178
	Iteration 26Q: 3 clusters Score -2231144 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5428 members 
Mstep: Class 2 contains 12146 members 
Entering Unmasked Estep 
Score: -2231190.750000 Penalty: 3176.607178
	Iteration 27Q: 3 clusters Score -2231191 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5268 members 
Mstep: Class 2 contains 12306 members 
Entering Unmasked Estep 
Score: -2231249.000000 Penalty: 3176.607178
	Iteration 28Q: 3 clusters Score -2231249 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 12454 members 
Entering Unmasked Estep 
Score: -2231287.750000 Penalty: 3176.607178
	Iteration 29Q: 3 clusters Score -2231288 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 12585 members 
Entering Unmasked Estep 
Score: -2231333.500000 Penalty: 3176.607178
	Iteration 30Q: 3 clusters Score -2231334 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 12716 members 
Entering Unmasked Estep 
Score: -2231371.250000 Penalty: 3176.607178
	Iteration 31Q: 3 clusters Score -2231371 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 12836 members 
Entering Unmasked Estep 
Score: -2231408.250000 Penalty: 3176.607178
	Iteration 32Q: 3 clusters Score -2231408 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 12953 members 
Entering Unmasked Estep 
Score: -2231430.500000 Penalty: 3176.607178
	Iteration 33Q: 3 clusters Score -2231430 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 13050 members 
Entering Unmasked Estep 
Score: -2231454.250000 Penalty: 3176.607178
	Iteration 34Q: 3 clusters Score -2231454 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 13142 members 
Entering Unmasked Estep 
Score: -2231479.500000 Penalty: 3176.607178
	Iteration 35Q: 3 clusters Score -2231480 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 13231 members 
Entering Unmasked Estep 
Score: -2231500.750000 Penalty: 3176.607178
	Iteration 36Q: 3 clusters Score -2231501 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 13310 members 
Entering Unmasked Estep 
Score: -2231515.250000 Penalty: 3176.607178
	Iteration 37Q: 3 clusters Score -2231515 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 13386 members 
Entering Unmasked Estep 
Score: -2231536.250000 Penalty: 3176.607178
	Iteration 38Q: 3 clusters Score -2231536 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 13455 members 
Entering Unmasked Estep 
Score: -2231552.250000 Penalty: 3176.607178
	Iteration 39Q: 3 clusters Score -2231552 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 13513 members 
Entering Unmasked Estep 
Score: -2231569.750000 Penalty: 3176.607178
	Iteration 40F: 3 clusters Score -2231570 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 13563 members 
Entering Unmasked Estep 
Score: -2231578.500000 Penalty: 3176.607178
	Iteration 41Q: 3 clusters Score -2231578 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 13600 members 
Entering Unmasked Estep 
Score: -2231588.500000 Penalty: 3176.607178
	Iteration 42Q: 3 clusters Score -2231588 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 13632 members 
Entering Unmasked Estep 
Score: -2231591.250000 Penalty: 3176.607178
	Iteration 43Q: 3 clusters Score -2231591 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 13663 members 
Entering Unmasked Estep 
Score: -2231595.750000 Penalty: 3176.607178
	Iteration 44Q: 3 clusters Score -2231596 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 13696 members 
Entering Unmasked Estep 
Score: -2231600.250000 Penalty: 3176.607178
	Iteration 45Q: 3 clusters Score -2231600 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 13730 members 
Entering Unmasked Estep 
Score: -2231604.750000 Penalty: 3176.607178
	Iteration 46Q: 3 clusters Score -2231605 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 13759 members 
Entering Unmasked Estep 
Score: -2231606.500000 Penalty: 3176.607178
	Iteration 47Q: 3 clusters Score -2231606 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 13783 members 
Entering Unmasked Estep 
Score: -2231607.000000 Penalty: 3176.607178
	Iteration 48Q: 3 clusters Score -2231607 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 13813 members 
Entering Unmasked Estep 
Score: -2231617.500000 Penalty: 3176.607178
	Iteration 49Q: 3 clusters Score -2231618 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 13843 members 
Entering Unmasked Estep 
Score: -2231624.500000 Penalty: 3176.607178
	Iteration 50Q: 3 clusters Score -2231624 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 13867 members 
Entering Unmasked Estep 
Score: -2231627.250000 Penalty: 3176.607178
	Iteration 51Q: 3 clusters Score -2231627 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 13891 members 
Entering Unmasked Estep 
Score: -2231632.000000 Penalty: 3176.607178
	Iteration 52Q: 3 clusters Score -2231632 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 13917 members 
Entering Unmasked Estep 
Score: -2231632.000000 Penalty: 3176.607178
	Iteration 53Q: 3 clusters Score -2231632 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 13950 members 
Entering Unmasked Estep 
Score: -2231637.000000 Penalty: 3176.607178
	Iteration 54Q: 3 clusters Score -2231637 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 13970 members 
Entering Unmasked Estep 
Score: -2231640.750000 Penalty: 3176.607178
	Iteration 55Q: 3 clusters Score -2231641 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 13988 members 
Entering Unmasked Estep 
Score: -2231637.000000 Penalty: 3176.607178
	Iteration 56Q: 3 clusters Score -2231637 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 14002 members 
Entering Unmasked Estep 
Score: -2231639.750000 Penalty: 3176.607178
	Iteration 57Q: 3 clusters Score -2231640 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 14012 members 
Entering Unmasked Estep 
Score: -2231637.750000 Penalty: 3176.607178
	Iteration 58Q: 3 clusters Score -2231638 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 14025 members 
Entering Unmasked Estep 
Score: -2231643.500000 Penalty: 3176.607178
	Iteration 59Q: 3 clusters Score -2231644 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 14042 members 
Entering Unmasked Estep 
Score: -2231649.000000 Penalty: 3176.607178
	Iteration 60F: 3 clusters Score -2231649 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 14056 members 
Entering Unmasked Estep 
Score: -2231645.500000 Penalty: 3176.607178
	Iteration 61Q: 3 clusters Score -2231646 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 14069 members 
Entering Unmasked Estep 
Score: -2231644.750000 Penalty: 3176.607178
	Iteration 62Q: 3 clusters Score -2231645 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 14073 members 
Entering Unmasked Estep 
Score: -2231645.500000 Penalty: 3176.607178
	Iteration 63Q: 3 clusters Score -2231646 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 14074 members 
Entering Unmasked Estep 
Score: -2231645.500000 Penalty: 3176.607178
	Iteration 64Q: 3 clusters Score -2231646 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 14077 members 
Entering Unmasked Estep 
Score: -2231647.750000 Penalty: 3176.607178
	Iteration 65Q: 3 clusters Score -2231648 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 14079 members 
Entering Unmasked Estep 
Score: -2231648.500000 Penalty: 3176.607178
	Iteration 66Q: 3 clusters Score -2231648 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 14083 members 
Entering Unmasked Estep 
Score: -2231643.750000 Penalty: 3176.607178
	Iteration 67Q: 3 clusters Score -2231644 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 14086 members 
Entering Unmasked Estep 
Score: -2231642.500000 Penalty: 3176.607178
	Iteration 68Q: 3 clusters Score -2231642 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 14086 members 
Entering Unmasked Estep 
Score: -2231642.500000 Penalty: 3176.607178
	Iteration 69F: 3 clusters Score -2231642 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (152462 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152462 members 
Entering Unmasked Estep 
Score: -19521078.000000 Penalty: 1939.383911
	Iteration 0F: 2 clusters Score -1.952108e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76355 members 
Mstep: Class 2 contains 76107 members 
Entering Unmasked Estep 
Score: -19438222.000000 Penalty: 3878.767822
	Iteration 0F: 3 clusters Score -1.943822e+07 nChanged 73485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78266 members 
Mstep: Class 2 contains 74196 members 
Entering Unmasked Estep 
Score: -19481216.000000 Penalty: 3878.767822
	Iteration 1F: 3 clusters Score -1.948122e+07 nChanged 4272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78942 members 
Mstep: Class 2 contains 73520 members 
Entering Unmasked Estep 
Score: -19482030.000000 Penalty: 3878.767822
	Iteration 2Q: 3 clusters Score -1.948203e+07 nChanged 4751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79969 members 
Mstep: Class 2 contains 72493 members 
Entering Unmasked Estep 
Score: -19483136.000000 Penalty: 3878.767822
	Iteration 3Q: 3 clusters Score -1.948314e+07 nChanged 5310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81383 members 
Mstep: Class 2 contains 71079 members 
Entering Unmasked Estep 
Score: -19484904.000000 Penalty: 3878.767822
	Iteration 4Q: 3 clusters Score -1.94849e+07 nChanged 6340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83315 members 
Mstep: Class 2 contains 69147 members 
Entering Unmasked Estep 
Score: -19487402.000000 Penalty: 3878.767822
	Iteration 5Q: 3 clusters Score -1.94874e+07 nChanged 7611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85832 members 
Mstep: Class 2 contains 66630 members 
Entering Unmasked Estep 
Score: -19491252.000000 Penalty: 3878.767822
	Iteration 6Q: 3 clusters Score -1.949125e+07 nChanged 8959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88995 members 
Mstep: Class 2 contains 63467 members 
Entering Unmasked Estep 
Score: -19496870.000000 Penalty: 3878.767822
	Iteration 7F: 3 clusters Score -1.949687e+07 nChanged 9743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91972 members 
Mstep: Class 2 contains 60490 members 
Entering Unmasked Estep 
Score: -19503342.000000 Penalty: 3878.767822
	Iteration 8F: 3 clusters Score -1.950334e+07 nChanged 9318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94152 members 
Mstep: Class 2 contains 58310 members 
Entering Unmasked Estep 
Score: -19508896.000000 Penalty: 3878.767822
	Iteration 9F: 3 clusters Score -1.95089e+07 nChanged 7351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95325 members 
Mstep: Class 2 contains 57137 members 
Entering Unmasked Estep 
Score: -19511882.000000 Penalty: 3878.767822
	Iteration 10Q: 3 clusters Score -1.951188e+07 nChanged 4787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95974 members 
Mstep: Class 2 contains 56488 members 
Entering Unmasked Estep 
Score: -19512958.000000 Penalty: 3878.767822
	Iteration 11Q: 3 clusters Score -1.951296e+07 nChanged 2997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96323 members 
Mstep: Class 2 contains 56139 members 
Entering Unmasked Estep 
Score: -19513252.000000 Penalty: 3878.767822
	Iteration 12Q: 3 clusters Score -1.951325e+07 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96570 members 
Mstep: Class 2 contains 55892 members 
Entering Unmasked Estep 
Score: -19513240.000000 Penalty: 3878.767822
	Iteration 13Q: 3 clusters Score -1.951324e+07 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96747 members 
Mstep: Class 2 contains 55715 members 
Entering Unmasked Estep 
Score: -19513256.000000 Penalty: 3878.767822
	Iteration 14Q: 3 clusters Score -1.951326e+07 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96947 members 
Mstep: Class 2 contains 55515 members 
Entering Unmasked Estep 
Score: -19513438.000000 Penalty: 3878.767822
	Iteration 15Q: 3 clusters Score -1.951344e+07 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97074 members 
Mstep: Class 2 contains 55388 members 
Entering Unmasked Estep 
Score: -19513524.000000 Penalty: 3878.767822
	Iteration 16Q: 3 clusters Score -1.951352e+07 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97091 members 
Mstep: Class 2 contains 55371 members 
Entering Unmasked Estep 
Score: -19513534.000000 Penalty: 3878.767822
	Iteration 17Q: 3 clusters Score -1.951353e+07 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97100 members 
Mstep: Class 2 contains 55362 members 
Entering Unmasked Estep 
Score: -19513616.000000 Penalty: 3878.767822
	Iteration 18Q: 3 clusters Score -1.951362e+07 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97096 members 
Mstep: Class 2 contains 55366 members 
Entering Unmasked Estep 
Score: -19513652.000000 Penalty: 3878.767822
	Iteration 19Q: 3 clusters Score -1.951365e+07 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97010 members 
Mstep: Class 2 contains 55452 members 
Entering Unmasked Estep 
Score: -19513720.000000 Penalty: 3878.767822
	Iteration 20F: 3 clusters Score -1.951372e+07 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96862 members 
Mstep: Class 2 contains 55600 members 
Entering Unmasked Estep 
Score: -19513738.000000 Penalty: 3878.767822
	Iteration 21Q: 3 clusters Score -1.951374e+07 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96695 members 
Mstep: Class 2 contains 55767 members 
Entering Unmasked Estep 
Score: -19513676.000000 Penalty: 3878.767822
	Iteration 22Q: 3 clusters Score -1.951368e+07 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96478 members 
Mstep: Class 2 contains 55984 members 
Entering Unmasked Estep 
Score: -19513726.000000 Penalty: 3878.767822
	Iteration 23Q: 3 clusters Score -1.951373e+07 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96213 members 
Mstep: Class 2 contains 56249 members 
Entering Unmasked Estep 
Score: -19513750.000000 Penalty: 3878.767822
	Iteration 24Q: 3 clusters Score -1.951375e+07 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95902 members 
Mstep: Class 2 contains 56560 members 
Entering Unmasked Estep 
Score: -19513708.000000 Penalty: 3878.767822
	Iteration 25Q: 3 clusters Score -1.951371e+07 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95542 members 
Mstep: Class 2 contains 56920 members 
Entering Unmasked Estep 
Score: -19513686.000000 Penalty: 3878.767822
	Iteration 26Q: 3 clusters Score -1.951369e+07 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95125 members 
Mstep: Class 2 contains 57337 members 
Entering Unmasked Estep 
Score: -19513714.000000 Penalty: 3878.767822
	Iteration 27Q: 3 clusters Score -1.951371e+07 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94736 members 
Mstep: Class 2 contains 57726 members 
Entering Unmasked Estep 
Score: -19513738.000000 Penalty: 3878.767822
	Iteration 28Q: 3 clusters Score -1.951374e+07 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94316 members 
Mstep: Class 2 contains 58146 members 
Entering Unmasked Estep 
Score: -19513808.000000 Penalty: 3878.767822
	Iteration 29Q: 3 clusters Score -1.951381e+07 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93879 members 
Mstep: Class 2 contains 58583 members 
Entering Unmasked Estep 
Score: -19513838.000000 Penalty: 3878.767822
	Iteration 30Q: 3 clusters Score -1.951384e+07 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93457 members 
Mstep: Class 2 contains 59005 members 
Entering Unmasked Estep 
Score: -19513802.000000 Penalty: 3878.767822
	Iteration 31Q: 3 clusters Score -1.95138e+07 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93000 members 
Mstep: Class 2 contains 59462 members 
Entering Unmasked Estep 
Score: -19513802.000000 Penalty: 3878.767822
	Iteration 32Q: 3 clusters Score -1.95138e+07 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92527 members 
Mstep: Class 2 contains 59935 members 
Entering Unmasked Estep 
Score: -19513780.000000 Penalty: 3878.767822
	Iteration 33Q: 3 clusters Score -1.951378e+07 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92041 members 
Mstep: Class 2 contains 60421 members 
Entering Unmasked Estep 
Score: -19513762.000000 Penalty: 3878.767822
	Iteration 34Q: 3 clusters Score -1.951376e+07 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91505 members 
Mstep: Class 2 contains 60957 members 
Entering Unmasked Estep 
Score: -19513730.000000 Penalty: 3878.767822
	Iteration 35Q: 3 clusters Score -1.951373e+07 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90965 members 
Mstep: Class 2 contains 61497 members 
Entering Unmasked Estep 
Score: -19513788.000000 Penalty: 3878.767822
	Iteration 36Q: 3 clusters Score -1.951379e+07 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90454 members 
Mstep: Class 2 contains 62008 members 
Entering Unmasked Estep 
Score: -19513834.000000 Penalty: 3878.767822
	Iteration 37Q: 3 clusters Score -1.951383e+07 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89939 members 
Mstep: Class 2 contains 62523 members 
Entering Unmasked Estep 
Score: -19513786.000000 Penalty: 3878.767822
	Iteration 38Q: 3 clusters Score -1.951379e+07 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89408 members 
Mstep: Class 2 contains 63054 members 
Entering Unmasked Estep 
Score: -19513762.000000 Penalty: 3878.767822
	Iteration 39Q: 3 clusters Score -1.951376e+07 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88898 members 
Mstep: Class 2 contains 63564 members 
Entering Unmasked Estep 
Score: -19513850.000000 Penalty: 3878.767822
	Iteration 40F: 3 clusters Score -1.951385e+07 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88389 members 
Mstep: Class 2 contains 64073 members 
Entering Unmasked Estep 
Score: -19513870.000000 Penalty: 3878.767822
	Iteration 41Q: 3 clusters Score -1.951387e+07 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87909 members 
Mstep: Class 2 contains 64553 members 
Entering Unmasked Estep 
Score: -19513896.000000 Penalty: 3878.767822
	Iteration 42Q: 3 clusters Score -1.95139e+07 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87388 members 
Mstep: Class 2 contains 65074 members 
Entering Unmasked Estep 
Score: -19513874.000000 Penalty: 3878.767822
	Iteration 43Q: 3 clusters Score -1.951387e+07 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86850 members 
Mstep: Class 2 contains 65612 members 
Entering Unmasked Estep 
Score: -19513924.000000 Penalty: 3878.767822
	Iteration 44Q: 3 clusters Score -1.951392e+07 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86272 members 
Mstep: Class 2 contains 66190 members 
Entering Unmasked Estep 
Score: -19514034.000000 Penalty: 3878.767822
	Iteration 45Q: 3 clusters Score -1.951403e+07 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85702 members 
Mstep: Class 2 contains 66760 members 
Entering Unmasked Estep 
Score: -19514102.000000 Penalty: 3878.767822
	Iteration 46Q: 3 clusters Score -1.95141e+07 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85081 members 
Mstep: Class 2 contains 67381 members 
Entering Unmasked Estep 
Score: -19514124.000000 Penalty: 3878.767822
	Iteration 47Q: 3 clusters Score -1.951412e+07 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84465 members 
Mstep: Class 2 contains 67997 members 
Entering Unmasked Estep 
Score: -19514164.000000 Penalty: 3878.767822
	Iteration 48Q: 3 clusters Score -1.951416e+07 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83843 members 
Mstep: Class 2 contains 68619 members 
Entering Unmasked Estep 
Score: -19514220.000000 Penalty: 3878.767822
	Iteration 49Q: 3 clusters Score -1.951422e+07 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83234 members 
Mstep: Class 2 contains 69228 members 
Entering Unmasked Estep 
Score: -19514244.000000 Penalty: 3878.767822
	Iteration 50Q: 3 clusters Score -1.951424e+07 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82686 members 
Mstep: Class 2 contains 69776 members 
Entering Unmasked Estep 
Score: -19514316.000000 Penalty: 3878.767822
	Iteration 51Q: 3 clusters Score -1.951432e+07 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82130 members 
Mstep: Class 2 contains 70332 members 
Entering Unmasked Estep 
Score: -19514310.000000 Penalty: 3878.767822
	Iteration 52Q: 3 clusters Score -1.951431e+07 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81594 members 
Mstep: Class 2 contains 70868 members 
Entering Unmasked Estep 
Score: -19514352.000000 Penalty: 3878.767822
	Iteration 53Q: 3 clusters Score -1.951435e+07 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81077 members 
Mstep: Class 2 contains 71385 members 
Entering Unmasked Estep 
Score: -19514432.000000 Penalty: 3878.767822
	Iteration 54Q: 3 clusters Score -1.951443e+07 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80596 members 
Mstep: Class 2 contains 71866 members 
Entering Unmasked Estep 
Score: -19514490.000000 Penalty: 3878.767822
	Iteration 55Q: 3 clusters Score -1.951449e+07 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80086 members 
Mstep: Class 2 contains 72376 members 
Entering Unmasked Estep 
Score: -19514548.000000 Penalty: 3878.767822
	Iteration 56Q: 3 clusters Score -1.951455e+07 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79584 members 
Mstep: Class 2 contains 72878 members 
Entering Unmasked Estep 
Score: -19514620.000000 Penalty: 3878.767822
	Iteration 57Q: 3 clusters Score -1.951462e+07 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79040 members 
Mstep: Class 2 contains 73422 members 
Entering Unmasked Estep 
Score: -19514652.000000 Penalty: 3878.767822
	Iteration 58Q: 3 clusters Score -1.951465e+07 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78567 members 
Mstep: Class 2 contains 73895 members 
Entering Unmasked Estep 
Score: -19514726.000000 Penalty: 3878.767822
	Iteration 59Q: 3 clusters Score -1.951473e+07 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78089 members 
Mstep: Class 2 contains 74373 members 
Entering Unmasked Estep 
Score: -19514812.000000 Penalty: 3878.767822
	Iteration 60F: 3 clusters Score -1.951481e+07 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77619 members 
Mstep: Class 2 contains 74843 members 
Entering Unmasked Estep 
Score: -19515000.000000 Penalty: 3878.767822
	Iteration 61Q: 3 clusters Score -1.9515e+07 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77131 members 
Mstep: Class 2 contains 75331 members 
Entering Unmasked Estep 
Score: -19515138.000000 Penalty: 3878.767822
	Iteration 62Q: 3 clusters Score -1.951514e+07 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76658 members 
Mstep: Class 2 contains 75804 members 
Entering Unmasked Estep 
Score: -19515260.000000 Penalty: 3878.767822
	Iteration 63Q: 3 clusters Score -1.951526e+07 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76215 members 
Mstep: Class 2 contains 76247 members 
Entering Unmasked Estep 
Score: -19515368.000000 Penalty: 3878.767822
	Iteration 64Q: 3 clusters Score -1.951537e+07 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75769 members 
Mstep: Class 2 contains 76693 members 
Entering Unmasked Estep 
Score: -19515566.000000 Penalty: 3878.767822
	Iteration 65Q: 3 clusters Score -1.951557e+07 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75315 members 
Mstep: Class 2 contains 77147 members 
Entering Unmasked Estep 
Score: -19515710.000000 Penalty: 3878.767822
	Iteration 66Q: 3 clusters Score -1.951571e+07 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74760 members 
Mstep: Class 2 contains 77702 members 
Entering Unmasked Estep 
Score: -19515962.000000 Penalty: 3878.767822
	Iteration 67Q: 3 clusters Score -1.951596e+07 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74193 members 
Mstep: Class 2 contains 78269 members 
Entering Unmasked Estep 
Score: -19516076.000000 Penalty: 3878.767822
	Iteration 68Q: 3 clusters Score -1.951608e+07 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73529 members 
Mstep: Class 2 contains 78933 members 
Entering Unmasked Estep 
Score: -19516362.000000 Penalty: 3878.767822
	Iteration 69Q: 3 clusters Score -1.951636e+07 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72763 members 
Mstep: Class 2 contains 79699 members 
Entering Unmasked Estep 
Score: -19516676.000000 Penalty: 3878.767822
	Iteration 70Q: 3 clusters Score -1.951668e+07 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71873 members 
Mstep: Class 2 contains 80589 members 
Entering Unmasked Estep 
Score: -19517062.000000 Penalty: 3878.767822
	Iteration 71Q: 3 clusters Score -1.951706e+07 nChanged 1933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70894 members 
Mstep: Class 2 contains 81568 members 
Entering Unmasked Estep 
Score: -19517452.000000 Penalty: 3878.767822
	Iteration 72Q: 3 clusters Score -1.951745e+07 nChanged 1974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69910 members 
Mstep: Class 2 contains 82552 members 
Entering Unmasked Estep 
Score: -19517910.000000 Penalty: 3878.767822
	Iteration 73Q: 3 clusters Score -1.951791e+07 nChanged 2062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68942 members 
Mstep: Class 2 contains 83520 members 
Entering Unmasked Estep 
Score: -19518334.000000 Penalty: 3878.767822
	Iteration 74Q: 3 clusters Score -1.951833e+07 nChanged 2116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68016 members 
Mstep: Class 2 contains 84446 members 
Entering Unmasked Estep 
Score: -19518824.000000 Penalty: 3878.767822
	Iteration 75Q: 3 clusters Score -1.951882e+07 nChanged 2074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67180 members 
Mstep: Class 2 contains 85282 members 
Entering Unmasked Estep 
Score: -19519068.000000 Penalty: 3878.767822
	Iteration 76Q: 3 clusters Score -1.951907e+07 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66472 members 
Mstep: Class 2 contains 85990 members 
Entering Unmasked Estep 
Score: -19519250.000000 Penalty: 3878.767822
	Iteration 77Q: 3 clusters Score -1.951925e+07 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65882 members 
Mstep: Class 2 contains 86580 members 
Entering Unmasked Estep 
Score: -19519550.000000 Penalty: 3878.767822
	Iteration 78Q: 3 clusters Score -1.951955e+07 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65410 members 
Mstep: Class 2 contains 87052 members 
Entering Unmasked Estep 
Score: -19519798.000000 Penalty: 3878.767822
	Iteration 79Q: 3 clusters Score -1.95198e+07 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64997 members 
Mstep: Class 2 contains 87465 members 
Entering Unmasked Estep 
Score: -19519902.000000 Penalty: 3878.767822
	Iteration 80F: 3 clusters Score -1.95199e+07 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64700 members 
Mstep: Class 2 contains 87762 members 
Entering Unmasked Estep 
Score: -19520010.000000 Penalty: 3878.767822
	Iteration 81Q: 3 clusters Score -1.952001e+07 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64538 members 
Mstep: Class 2 contains 87924 members 
Entering Unmasked Estep 
Score: -19520160.000000 Penalty: 3878.767822
	Iteration 82Q: 3 clusters Score -1.952016e+07 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64477 members 
Mstep: Class 2 contains 87985 members 
Entering Unmasked Estep 
Score: -19520124.000000 Penalty: 3878.767822
	Iteration 83Q: 3 clusters Score -1.952012e+07 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64498 members 
Mstep: Class 2 contains 87964 members 
Entering Unmasked Estep 
Score: -19520156.000000 Penalty: 3878.767822
	Iteration 84Q: 3 clusters Score -1.952016e+07 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64549 members 
Mstep: Class 2 contains 87913 members 
Entering Unmasked Estep 
Score: -19520142.000000 Penalty: 3878.767822
	Iteration 85Q: 3 clusters Score -1.952014e+07 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64669 members 
Mstep: Class 2 contains 87793 members 
Entering Unmasked Estep 
Score: -19520210.000000 Penalty: 3878.767822
	Iteration 86Q: 3 clusters Score -1.952021e+07 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64834 members 
Mstep: Class 2 contains 87628 members 
Entering Unmasked Estep 
Score: -19520162.000000 Penalty: 3878.767822
	Iteration 87Q: 3 clusters Score -1.952016e+07 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65066 members 
Mstep: Class 2 contains 87396 members 
Entering Unmasked Estep 
Score: -19520166.000000 Penalty: 3878.767822
	Iteration 88Q: 3 clusters Score -1.952017e+07 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65375 members 
Mstep: Class 2 contains 87087 members 
Entering Unmasked Estep 
Score: -19520174.000000 Penalty: 3878.767822
	Iteration 89Q: 3 clusters Score -1.952017e+07 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65748 members 
Mstep: Class 2 contains 86714 members 
Entering Unmasked Estep 
Score: -19520134.000000 Penalty: 3878.767822
	Iteration 90Q: 3 clusters Score -1.952013e+07 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66166 members 
Mstep: Class 2 contains 86296 members 
Entering Unmasked Estep 
Score: -19520112.000000 Penalty: 3878.767822
	Iteration 91Q: 3 clusters Score -1.952011e+07 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66623 members 
Mstep: Class 2 contains 85839 members 
Entering Unmasked Estep 
Score: -19520156.000000 Penalty: 3878.767822
	Iteration 92Q: 3 clusters Score -1.952016e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67075 members 
Mstep: Class 2 contains 85387 members 
Entering Unmasked Estep 
Score: -19520158.000000 Penalty: 3878.767822
	Iteration 93Q: 3 clusters Score -1.952016e+07 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67559 members 
Mstep: Class 2 contains 84903 members 
Entering Unmasked Estep 
Score: -19520158.000000 Penalty: 3878.767822
	Iteration 94Q: 3 clusters Score -1.952016e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68080 members 
Mstep: Class 2 contains 84382 members 
Entering Unmasked Estep 
Score: -19520162.000000 Penalty: 3878.767822
	Iteration 95Q: 3 clusters Score -1.952016e+07 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68640 members 
Mstep: Class 2 contains 83822 members 
Entering Unmasked Estep 
Score: -19520168.000000 Penalty: 3878.767822
	Iteration 96Q: 3 clusters Score -1.952017e+07 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69243 members 
Mstep: Class 2 contains 83219 members 
Entering Unmasked Estep 
Score: -19520160.000000 Penalty: 3878.767822
	Iteration 97Q: 3 clusters Score -1.952016e+07 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69906 members 
Mstep: Class 2 contains 82556 members 
Entering Unmasked Estep 
Score: -19520292.000000 Penalty: 3878.767822
	Iteration 98Q: 3 clusters Score -1.952029e+07 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70644 members 
Mstep: Class 2 contains 81818 members 
Entering Unmasked Estep 
Score: -19520332.000000 Penalty: 3878.767822
	Iteration 99Q: 3 clusters Score -1.952033e+07 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71457 members 
Mstep: Class 2 contains 81005 members 
Entering Unmasked Estep 
Score: -19520484.000000 Penalty: 3878.767822
	Iteration 100F: 3 clusters Score -1.952048e+07 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72265 members 
Mstep: Class 2 contains 80197 members 
Entering Unmasked Estep 
Score: -19520612.000000 Penalty: 3878.767822
	Iteration 101Q: 3 clusters Score -1.952061e+07 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73127 members 
Mstep: Class 2 contains 79335 members 
Entering Unmasked Estep 
Score: -19520744.000000 Penalty: 3878.767822
	Iteration 102Q: 3 clusters Score -1.952074e+07 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74060 members 
Mstep: Class 2 contains 78402 members 
Entering Unmasked Estep 
Score: -19520874.000000 Penalty: 3878.767822
	Iteration 103Q: 3 clusters Score -1.952087e+07 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75050 members 
Mstep: Class 2 contains 77412 members 
Entering Unmasked Estep 
Score: -19520960.000000 Penalty: 3878.767822
	Iteration 104Q: 3 clusters Score -1.952096e+07 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76084 members 
Mstep: Class 2 contains 76378 members 
Entering Unmasked Estep 
Score: -19521006.000000 Penalty: 3878.767822
	Iteration 105Q: 3 clusters Score -1.952101e+07 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77168 members 
Mstep: Class 2 contains 75294 members 
Entering Unmasked Estep 
Score: -19521028.000000 Penalty: 3878.767822
	Iteration 106Q: 3 clusters Score -1.952103e+07 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78335 members 
Mstep: Class 2 contains 74127 members 
Entering Unmasked Estep 
Score: -19521120.000000 Penalty: 3878.767822
	Iteration 107Q: 3 clusters Score -1.952112e+07 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79495 members 
Mstep: Class 2 contains 72967 members 
Entering Unmasked Estep 
Score: -19521204.000000 Penalty: 3878.767822
	Iteration 108Q: 3 clusters Score -1.95212e+07 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80639 members 
Mstep: Class 2 contains 71823 members 
Entering Unmasked Estep 
Score: -19521250.000000 Penalty: 3878.767822
	Iteration 109Q: 3 clusters Score -1.952125e+07 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81728 members 
Mstep: Class 2 contains 70734 members 
Entering Unmasked Estep 
Score: -19521346.000000 Penalty: 3878.767822
	Iteration 110Q: 3 clusters Score -1.952135e+07 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82853 members 
Mstep: Class 2 contains 69609 members 
Entering Unmasked Estep 
Score: -19521418.000000 Penalty: 3878.767822
	Iteration 111Q: 3 clusters Score -1.952142e+07 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83996 members 
Mstep: Class 2 contains 68466 members 
Entering Unmasked Estep 
Score: -19521452.000000 Penalty: 3878.767822
	Iteration 112Q: 3 clusters Score -1.952145e+07 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85101 members 
Mstep: Class 2 contains 67361 members 
Entering Unmasked Estep 
Score: -19521514.000000 Penalty: 3878.767822
	Iteration 113Q: 3 clusters Score -1.952151e+07 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86216 members 
Mstep: Class 2 contains 66246 members 
Entering Unmasked Estep 
Score: -19521566.000000 Penalty: 3878.767822
	Iteration 114Q: 3 clusters Score -1.952157e+07 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87311 members 
Mstep: Class 2 contains 65151 members 
Entering Unmasked Estep 
Score: -19521570.000000 Penalty: 3878.767822
	Iteration 115Q: 3 clusters Score -1.952157e+07 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88392 members 
Mstep: Class 2 contains 64070 members 
Entering Unmasked Estep 
Score: -19521604.000000 Penalty: 3878.767822
	Iteration 116Q: 3 clusters Score -1.95216e+07 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89489 members 
Mstep: Class 2 contains 62973 members 
Entering Unmasked Estep 
Score: -19521544.000000 Penalty: 3878.767822
	Iteration 117Q: 3 clusters Score -1.952154e+07 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90534 members 
Mstep: Class 2 contains 61928 members 
Entering Unmasked Estep 
Score: -19521552.000000 Penalty: 3878.767822
	Iteration 118Q: 3 clusters Score -1.952155e+07 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91510 members 
Mstep: Class 2 contains 60952 members 
Entering Unmasked Estep 
Score: -19521554.000000 Penalty: 3878.767822
	Iteration 119Q: 3 clusters Score -1.952155e+07 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92458 members 
Mstep: Class 2 contains 60004 members 
Entering Unmasked Estep 
Score: -19521646.000000 Penalty: 3878.767822
	Iteration 120F: 3 clusters Score -1.952165e+07 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93378 members 
Mstep: Class 2 contains 59084 members 
Entering Unmasked Estep 
Score: -19521656.000000 Penalty: 3878.767822
	Iteration 121Q: 3 clusters Score -1.952166e+07 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94229 members 
Mstep: Class 2 contains 58233 members 
Entering Unmasked Estep 
Score: -19521620.000000 Penalty: 3878.767822
	Iteration 122Q: 3 clusters Score -1.952162e+07 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95019 members 
Mstep: Class 2 contains 57443 members 
Entering Unmasked Estep 
Score: -19521754.000000 Penalty: 3878.767822
	Iteration 123Q: 3 clusters Score -1.952175e+07 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95744 members 
Mstep: Class 2 contains 56718 members 
Entering Unmasked Estep 
Score: -19521742.000000 Penalty: 3878.767822
	Iteration 124Q: 3 clusters Score -1.952174e+07 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96427 members 
Mstep: Class 2 contains 56035 members 
Entering Unmasked Estep 
Score: -19521726.000000 Penalty: 3878.767822
	Iteration 125Q: 3 clusters Score -1.952173e+07 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97070 members 
Mstep: Class 2 contains 55392 members 
Entering Unmasked Estep 
Score: -19521810.000000 Penalty: 3878.767822
	Iteration 126Q: 3 clusters Score -1.952181e+07 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97720 members 
Mstep: Class 2 contains 54742 members 
Entering Unmasked Estep 
Score: -19521786.000000 Penalty: 3878.767822
	Iteration 127Q: 3 clusters Score -1.952179e+07 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98404 members 
Mstep: Class 2 contains 54058 members 
Entering Unmasked Estep 
Score: -19521876.000000 Penalty: 3878.767822
	Iteration 128Q: 3 clusters Score -1.952188e+07 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99058 members 
Mstep: Class 2 contains 53404 members 
Entering Unmasked Estep 
Score: -19521864.000000 Penalty: 3878.767822
	Iteration 129Q: 3 clusters Score -1.952186e+07 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99757 members 
Mstep: Class 2 contains 52705 members 
Entering Unmasked Estep 
Score: -19521882.000000 Penalty: 3878.767822
	Iteration 130Q: 3 clusters Score -1.952188e+07 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100390 members 
Mstep: Class 2 contains 52072 members 
Entering Unmasked Estep 
Score: -19521860.000000 Penalty: 3878.767822
	Iteration 131Q: 3 clusters Score -1.952186e+07 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100985 members 
Mstep: Class 2 contains 51477 members 
Entering Unmasked Estep 
Score: -19521868.000000 Penalty: 3878.767822
	Iteration 132Q: 3 clusters Score -1.952187e+07 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101563 members 
Mstep: Class 2 contains 50899 members 
Entering Unmasked Estep 
Score: -19521932.000000 Penalty: 3878.767822
	Iteration 133Q: 3 clusters Score -1.952193e+07 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102154 members 
Mstep: Class 2 contains 50308 members 
Entering Unmasked Estep 
Score: -19521928.000000 Penalty: 3878.767822
	Iteration 134Q: 3 clusters Score -1.952193e+07 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102775 members 
Mstep: Class 2 contains 49687 members 
Entering Unmasked Estep 
Score: -19521894.000000 Penalty: 3878.767822
	Iteration 135Q: 3 clusters Score -1.952189e+07 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103397 members 
Mstep: Class 2 contains 49065 members 
Entering Unmasked Estep 
Score: -19521972.000000 Penalty: 3878.767822
	Iteration 136Q: 3 clusters Score -1.952197e+07 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103993 members 
Mstep: Class 2 contains 48469 members 
Entering Unmasked Estep 
Score: -19522048.000000 Penalty: 3878.767822
	Iteration 137Q: 3 clusters Score -1.952205e+07 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104564 members 
Mstep: Class 2 contains 47898 members 
Entering Unmasked Estep 
Score: -19522008.000000 Penalty: 3878.767822
	Iteration 138Q: 3 clusters Score -1.952201e+07 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105146 members 
Mstep: Class 2 contains 47316 members 
Entering Unmasked Estep 
Score: -19521988.000000 Penalty: 3878.767822
	Iteration 139Q: 3 clusters Score -1.952199e+07 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105732 members 
Mstep: Class 2 contains 46730 members 
Entering Unmasked Estep 
Score: -19522008.000000 Penalty: 3878.767822
	Iteration 140F: 3 clusters Score -1.952201e+07 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106323 members 
Mstep: Class 2 contains 46139 members 
Entering Unmasked Estep 
Score: -19521994.000000 Penalty: 3878.767822
	Iteration 141Q: 3 clusters Score -1.952199e+07 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106951 members 
Mstep: Class 2 contains 45511 members 
Entering Unmasked Estep 
Score: -19521978.000000 Penalty: 3878.767822
	Iteration 142Q: 3 clusters Score -1.952198e+07 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107598 members 
Mstep: Class 2 contains 44864 members 
Entering Unmasked Estep 
Score: -19522072.000000 Penalty: 3878.767822
	Iteration 143Q: 3 clusters Score -1.952207e+07 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108262 members 
Mstep: Class 2 contains 44200 members 
Entering Unmasked Estep 
Score: -19522172.000000 Penalty: 3878.767822
	Iteration 144Q: 3 clusters Score -1.952217e+07 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108894 members 
Mstep: Class 2 contains 43568 members 
Entering Unmasked Estep 
Score: -19522190.000000 Penalty: 3878.767822
	Iteration 145Q: 3 clusters Score -1.952219e+07 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109537 members 
Mstep: Class 2 contains 42925 members 
Entering Unmasked Estep 
Score: -19522206.000000 Penalty: 3878.767822
	Iteration 146Q: 3 clusters Score -1.952221e+07 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110168 members 
Mstep: Class 2 contains 42294 members 
Entering Unmasked Estep 
Score: -19522266.000000 Penalty: 3878.767822
	Iteration 147Q: 3 clusters Score -1.952227e+07 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110820 members 
Mstep: Class 2 contains 41642 members 
Entering Unmasked Estep 
Score: -19522258.000000 Penalty: 3878.767822
	Iteration 148Q: 3 clusters Score -1.952226e+07 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111450 members 
Mstep: Class 2 contains 41012 members 
Entering Unmasked Estep 
Score: -19522258.000000 Penalty: 3878.767822
	Iteration 149Q: 3 clusters Score -1.952226e+07 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112059 members 
Mstep: Class 2 contains 40403 members 
Entering Unmasked Estep 
Score: -19522308.000000 Penalty: 3878.767822
	Iteration 150Q: 3 clusters Score -1.952231e+07 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112692 members 
Mstep: Class 2 contains 39770 members 
Entering Unmasked Estep 
Score: -19522370.000000 Penalty: 3878.767822
	Iteration 151Q: 3 clusters Score -1.952237e+07 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113323 members 
Mstep: Class 2 contains 39139 members 
Entering Unmasked Estep 
Score: -19522366.000000 Penalty: 3878.767822
	Iteration 152Q: 3 clusters Score -1.952237e+07 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113960 members 
Mstep: Class 2 contains 38502 members 
Entering Unmasked Estep 
Score: -19522448.000000 Penalty: 3878.767822
	Iteration 153Q: 3 clusters Score -1.952245e+07 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114583 members 
Mstep: Class 2 contains 37879 members 
Entering Unmasked Estep 
Score: -19522418.000000 Penalty: 3878.767822
	Iteration 154Q: 3 clusters Score -1.952242e+07 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115261 members 
Mstep: Class 2 contains 37201 members 
Entering Unmasked Estep 
Score: -19522460.000000 Penalty: 3878.767822
	Iteration 155Q: 3 clusters Score -1.952246e+07 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115972 members 
Mstep: Class 2 contains 36490 members 
Entering Unmasked Estep 
Score: -19522504.000000 Penalty: 3878.767822
	Iteration 156Q: 3 clusters Score -1.95225e+07 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116730 members 
Mstep: Class 2 contains 35732 members 
Entering Unmasked Estep 
Score: -19522478.000000 Penalty: 3878.767822
	Iteration 157Q: 3 clusters Score -1.952248e+07 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117514 members 
Mstep: Class 2 contains 34948 members 
Entering Unmasked Estep 
Score: -19522422.000000 Penalty: 3878.767822
	Iteration 158Q: 3 clusters Score -1.952242e+07 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118335 members 
Mstep: Class 2 contains 34127 members 
Entering Unmasked Estep 
Score: -19522394.000000 Penalty: 3878.767822
	Iteration 159Q: 3 clusters Score -1.952239e+07 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119214 members 
Mstep: Class 2 contains 33248 members 
Entering Unmasked Estep 
Score: -19522318.000000 Penalty: 3878.767822
	Iteration 160F: 3 clusters Score -1.952232e+07 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120137 members 
Mstep: Class 2 contains 32325 members 
Entering Unmasked Estep 
Score: -19522358.000000 Penalty: 3878.767822
	Iteration 161Q: 3 clusters Score -1.952236e+07 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121054 members 
Mstep: Class 2 contains 31408 members 
Entering Unmasked Estep 
Score: -19522372.000000 Penalty: 3878.767822
	Iteration 162Q: 3 clusters Score -1.952237e+07 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121999 members 
Mstep: Class 2 contains 30463 members 
Entering Unmasked Estep 
Score: -19522356.000000 Penalty: 3878.767822
	Iteration 163Q: 3 clusters Score -1.952236e+07 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122951 members 
Mstep: Class 2 contains 29511 members 
Entering Unmasked Estep 
Score: -19522332.000000 Penalty: 3878.767822
	Iteration 164Q: 3 clusters Score -1.952233e+07 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123900 members 
Mstep: Class 2 contains 28562 members 
Entering Unmasked Estep 
Score: -19522316.000000 Penalty: 3878.767822
	Iteration 165Q: 3 clusters Score -1.952232e+07 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124854 members 
Mstep: Class 2 contains 27608 members 
Entering Unmasked Estep 
Score: -19522250.000000 Penalty: 3878.767822
	Iteration 166Q: 3 clusters Score -1.952225e+07 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125800 members 
Mstep: Class 2 contains 26662 members 
Entering Unmasked Estep 
Score: -19522144.000000 Penalty: 3878.767822
	Iteration 167Q: 3 clusters Score -1.952214e+07 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126738 members 
Mstep: Class 2 contains 25724 members 
Entering Unmasked Estep 
Score: -19521994.000000 Penalty: 3878.767822
	Iteration 168Q: 3 clusters Score -1.952199e+07 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127673 members 
Mstep: Class 2 contains 24789 members 
Entering Unmasked Estep 
Score: -19521846.000000 Penalty: 3878.767822
	Iteration 169Q: 3 clusters Score -1.952185e+07 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128571 members 
Mstep: Class 2 contains 23891 members 
Entering Unmasked Estep 
Score: -19521690.000000 Penalty: 3878.767822
	Iteration 170Q: 3 clusters Score -1.952169e+07 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129438 members 
Mstep: Class 2 contains 23024 members 
Entering Unmasked Estep 
Score: -19521494.000000 Penalty: 3878.767822
	Iteration 171Q: 3 clusters Score -1.952149e+07 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130331 members 
Mstep: Class 2 contains 22131 members 
Entering Unmasked Estep 
Score: -19521394.000000 Penalty: 3878.767822
	Iteration 172Q: 3 clusters Score -1.952139e+07 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131278 members 
Mstep: Class 2 contains 21184 members 
Entering Unmasked Estep 
Score: -19521194.000000 Penalty: 3878.767822
	Iteration 173Q: 3 clusters Score -1.952119e+07 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132189 members 
Mstep: Class 2 contains 20273 members 
Entering Unmasked Estep 
Score: -19521042.000000 Penalty: 3878.767822
	Iteration 174Q: 3 clusters Score -1.952104e+07 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133108 members 
Mstep: Class 2 contains 19354 members 
Entering Unmasked Estep 
Score: -19520924.000000 Penalty: 3878.767822
	Iteration 175Q: 3 clusters Score -1.952092e+07 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134043 members 
Mstep: Class 2 contains 18419 members 
Entering Unmasked Estep 
Score: -19520730.000000 Penalty: 3878.767822
	Iteration 176Q: 3 clusters Score -1.952073e+07 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134947 members 
Mstep: Class 2 contains 17515 members 
Entering Unmasked Estep 
Score: -19520534.000000 Penalty: 3878.767822
	Iteration 177Q: 3 clusters Score -1.952053e+07 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135874 members 
Mstep: Class 2 contains 16588 members 
Entering Unmasked Estep 
Score: -19520422.000000 Penalty: 3878.767822
	Iteration 178Q: 3 clusters Score -1.952042e+07 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136851 members 
Mstep: Class 2 contains 15611 members 
Entering Unmasked Estep 
Score: -19520402.000000 Penalty: 3878.767822
	Iteration 179Q: 3 clusters Score -1.95204e+07 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137816 members 
Mstep: Class 2 contains 14646 members 
Entering Unmasked Estep 
Score: -19520398.000000 Penalty: 3878.767822
	Iteration 180F: 3 clusters Score -1.95204e+07 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138810 members 
Mstep: Class 2 contains 13652 members 
Entering Unmasked Estep 
Score: -19520340.000000 Penalty: 3878.767822
	Iteration 181Q: 3 clusters Score -1.952034e+07 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139758 members 
Mstep: Class 2 contains 12704 members 
Entering Unmasked Estep 
Score: -19520364.000000 Penalty: 3878.767822
	Iteration 182Q: 3 clusters Score -1.952036e+07 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140636 members 
Mstep: Class 2 contains 11826 members 
Entering Unmasked Estep 
Score: -19520178.000000 Penalty: 3878.767822
	Iteration 183Q: 3 clusters Score -1.952018e+07 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141418 members 
Mstep: Class 2 contains 11044 members 
Entering Unmasked Estep 
Score: -19520166.000000 Penalty: 3878.767822
	Iteration 184Q: 3 clusters Score -1.952017e+07 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142199 members 
Mstep: Class 2 contains 10263 members 
Entering Unmasked Estep 
Score: -19520336.000000 Penalty: 3878.767822
	Iteration 185Q: 3 clusters Score -1.952034e+07 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142926 members 
Mstep: Class 2 contains 9536 members 
Entering Unmasked Estep 
Score: -19520366.000000 Penalty: 3878.767822
	Iteration 186Q: 3 clusters Score -1.952037e+07 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143592 members 
Mstep: Class 2 contains 8870 members 
Entering Unmasked Estep 
Score: -19520388.000000 Penalty: 3878.767822
	Iteration 187Q: 3 clusters Score -1.952039e+07 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144144 members 
Mstep: Class 2 contains 8318 members 
Entering Unmasked Estep 
Score: -19520296.000000 Penalty: 3878.767822
	Iteration 188Q: 3 clusters Score -1.95203e+07 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144643 members 
Mstep: Class 2 contains 7819 members 
Entering Unmasked Estep 
Score: -19520264.000000 Penalty: 3878.767822
	Iteration 189Q: 3 clusters Score -1.952026e+07 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145119 members 
Mstep: Class 2 contains 7343 members 
Entering Unmasked Estep 
Score: -19520326.000000 Penalty: 3878.767822
	Iteration 190Q: 3 clusters Score -1.952033e+07 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145561 members 
Mstep: Class 2 contains 6901 members 
Entering Unmasked Estep 
Score: -19520346.000000 Penalty: 3878.767822
	Iteration 191Q: 3 clusters Score -1.952035e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145948 members 
Mstep: Class 2 contains 6514 members 
Entering Unmasked Estep 
Score: -19520342.000000 Penalty: 3878.767822
	Iteration 192Q: 3 clusters Score -1.952034e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146307 members 
Mstep: Class 2 contains 6155 members 
Entering Unmasked Estep 
Score: -19520292.000000 Penalty: 3878.767822
	Iteration 193Q: 3 clusters Score -1.952029e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146640 members 
Mstep: Class 2 contains 5822 members 
Entering Unmasked Estep 
Score: -19520326.000000 Penalty: 3878.767822
	Iteration 194Q: 3 clusters Score -1.952033e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146944 members 
Mstep: Class 2 contains 5518 members 
Entering Unmasked Estep 
Score: -19520370.000000 Penalty: 3878.767822
	Iteration 195Q: 3 clusters Score -1.952037e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147210 members 
Mstep: Class 2 contains 5252 members 
Entering Unmasked Estep 
Score: -19520408.000000 Penalty: 3878.767822
	Iteration 196Q: 3 clusters Score -1.952041e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147468 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -19520446.000000 Penalty: 3878.767822
	Iteration 197Q: 3 clusters Score -1.952045e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147704 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -19520492.000000 Penalty: 3878.767822
	Iteration 198Q: 3 clusters Score -1.952049e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147883 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -19520496.000000 Penalty: 3878.767822
	Iteration 199Q: 3 clusters Score -1.95205e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148050 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -19520496.000000 Penalty: 3878.767822
	Iteration 200F: 3 clusters Score -1.95205e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148187 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -19520538.000000 Penalty: 3878.767822
	Iteration 201Q: 3 clusters Score -1.952054e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148313 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -19520510.000000 Penalty: 3878.767822
	Iteration 202Q: 3 clusters Score -1.952051e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148410 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -19520498.000000 Penalty: 3878.767822
	Iteration 203Q: 3 clusters Score -1.95205e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148503 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -19520540.000000 Penalty: 3878.767822
	Iteration 204Q: 3 clusters Score -1.952054e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148594 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -19520506.000000 Penalty: 3878.767822
	Iteration 205Q: 3 clusters Score -1.952051e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148667 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -19520494.000000 Penalty: 3878.767822
	Iteration 206Q: 3 clusters Score -1.952049e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148732 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -19520490.000000 Penalty: 3878.767822
	Iteration 207Q: 3 clusters Score -1.952049e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148811 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -19520472.000000 Penalty: 3878.767822
	Iteration 208Q: 3 clusters Score -1.952047e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148884 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -19520470.000000 Penalty: 3878.767822
	Iteration 209Q: 3 clusters Score -1.952047e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148956 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -19520464.000000 Penalty: 3878.767822
	Iteration 210Q: 3 clusters Score -1.952046e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149027 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -19520458.000000 Penalty: 3878.767822
	Iteration 211Q: 3 clusters Score -1.952046e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149081 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -19520462.000000 Penalty: 3878.767822
	Iteration 212Q: 3 clusters Score -1.952046e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149136 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -19520462.000000 Penalty: 3878.767822
	Iteration 213Q: 3 clusters Score -1.952046e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149176 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -19520454.000000 Penalty: 3878.767822
	Iteration 214Q: 3 clusters Score -1.952045e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149207 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -19520448.000000 Penalty: 3878.767822
	Iteration 215Q: 3 clusters Score -1.952045e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149233 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -19520434.000000 Penalty: 3878.767822
	Iteration 216Q: 3 clusters Score -1.952043e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149248 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -19520444.000000 Penalty: 3878.767822
	Iteration 217Q: 3 clusters Score -1.952044e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149266 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -19520454.000000 Penalty: 3878.767822
	Iteration 218Q: 3 clusters Score -1.952045e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149279 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -19520458.000000 Penalty: 3878.767822
	Iteration 219Q: 3 clusters Score -1.952046e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149294 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -19520436.000000 Penalty: 3878.767822
	Iteration 220F: 3 clusters Score -1.952044e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149302 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -19520436.000000 Penalty: 3878.767822
	Iteration 221Q: 3 clusters Score -1.952044e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149307 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -19520422.000000 Penalty: 3878.767822
	Iteration 222Q: 3 clusters Score -1.952042e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149314 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -19520412.000000 Penalty: 3878.767822
	Iteration 223Q: 3 clusters Score -1.952041e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149320 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -19520410.000000 Penalty: 3878.767822
	Iteration 224Q: 3 clusters Score -1.952041e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149332 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -19520428.000000 Penalty: 3878.767822
	Iteration 225Q: 3 clusters Score -1.952043e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149339 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -19520428.000000 Penalty: 3878.767822
	Iteration 226Q: 3 clusters Score -1.952043e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149343 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -19520420.000000 Penalty: 3878.767822
	Iteration 227Q: 3 clusters Score -1.952042e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149346 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -19520420.000000 Penalty: 3878.767822
	Iteration 228Q: 3 clusters Score -1.952042e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149354 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -19520428.000000 Penalty: 3878.767822
	Iteration 229Q: 3 clusters Score -1.952043e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149360 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -19520410.000000 Penalty: 3878.767822
	Iteration 230Q: 3 clusters Score -1.952041e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149367 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -19520426.000000 Penalty: 3878.767822
	Iteration 231Q: 3 clusters Score -1.952043e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149377 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -19520434.000000 Penalty: 3878.767822
	Iteration 232Q: 3 clusters Score -1.952043e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149380 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -19520430.000000 Penalty: 3878.767822
	Iteration 233Q: 3 clusters Score -1.952043e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149378 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -19520424.000000 Penalty: 3878.767822
	Iteration 234Q: 3 clusters Score -1.952042e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149377 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -19520422.000000 Penalty: 3878.767822
	Iteration 235Q: 3 clusters Score -1.952042e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149378 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -19520414.000000 Penalty: 3878.767822
	Iteration 236Q: 3 clusters Score -1.952041e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149378 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -19520414.000000 Penalty: 3878.767822
	Iteration 237F: 3 clusters Score -1.952041e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (8842 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8842 members 
Entering Unmasked Estep 
Score: -1075392.125000 Penalty: 1476.681152
	Iteration 0F: 2 clusters Score -1075392 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -1068995.875000 Penalty: 2953.362305
	Iteration 0F: 3 clusters Score -1068996 nChanged 3793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -1071166.625000 Penalty: 2953.362305
	Iteration 1F: 3 clusters Score -1071167 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -1071570.125000 Penalty: 2953.362305
	Iteration 2F: 3 clusters Score -1071570 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -1071929.375000 Penalty: 2953.362305
	Iteration 3F: 3 clusters Score -1071929 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -1072232.375000 Penalty: 2953.362305
	Iteration 4F: 3 clusters Score -1072232 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -1072485.375000 Penalty: 2953.362305
	Iteration 5Q: 3 clusters Score -1072485 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -1072750.625000 Penalty: 2953.362305
	Iteration 6Q: 3 clusters Score -1072751 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -1073026.000000 Penalty: 2953.362305
	Iteration 7Q: 3 clusters Score -1073026 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -1073301.750000 Penalty: 2953.362305
	Iteration 8Q: 3 clusters Score -1073302 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5405 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -1073564.000000 Penalty: 2953.362305
	Iteration 9Q: 3 clusters Score -1073564 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5619 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -1073762.875000 Penalty: 2953.362305
	Iteration 10Q: 3 clusters Score -1073763 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5818 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -1073926.875000 Penalty: 2953.362305
	Iteration 11Q: 3 clusters Score -1073927 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5978 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -1074062.875000 Penalty: 2953.362305
	Iteration 12Q: 3 clusters Score -1074063 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6130 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -1074171.250000 Penalty: 2953.362305
	Iteration 13Q: 3 clusters Score -1074171 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6267 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -1074243.250000 Penalty: 2953.362305
	Iteration 14Q: 3 clusters Score -1074243 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6380 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -1074310.500000 Penalty: 2953.362305
	Iteration 15Q: 3 clusters Score -1074310 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6481 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -1074361.000000 Penalty: 2953.362305
	Iteration 16Q: 3 clusters Score -1074361 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6566 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -1074408.750000 Penalty: 2953.362305
	Iteration 17Q: 3 clusters Score -1074409 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6661 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -1074456.875000 Penalty: 2953.362305
	Iteration 18Q: 3 clusters Score -1074457 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6755 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -1074501.500000 Penalty: 2953.362305
	Iteration 19Q: 3 clusters Score -1074502 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6844 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -1074545.250000 Penalty: 2953.362305
	Iteration 20F: 3 clusters Score -1074545 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6931 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -1074588.500000 Penalty: 2953.362305
	Iteration 21Q: 3 clusters Score -1074588 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7015 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -1074633.375000 Penalty: 2953.362305
	Iteration 22Q: 3 clusters Score -1074633 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7111 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -1074688.000000 Penalty: 2953.362305
	Iteration 23Q: 3 clusters Score -1074688 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7212 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -1074751.875000 Penalty: 2953.362305
	Iteration 24Q: 3 clusters Score -1074752 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7298 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -1074802.125000 Penalty: 2953.362305
	Iteration 25Q: 3 clusters Score -1074802 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7378 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -1074853.250000 Penalty: 2953.362305
	Iteration 26Q: 3 clusters Score -1074853 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7463 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -1074913.875000 Penalty: 2953.362305
	Iteration 27Q: 3 clusters Score -1074914 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7540 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -1074971.375000 Penalty: 2953.362305
	Iteration 28Q: 3 clusters Score -1074971 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7607 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -1075028.500000 Penalty: 2953.362305
	Iteration 29Q: 3 clusters Score -1075028 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7663 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -1075068.875000 Penalty: 2953.362305
	Iteration 30Q: 3 clusters Score -1075069 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7720 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -1075111.875000 Penalty: 2953.362305
	Iteration 31Q: 3 clusters Score -1075112 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7758 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -1075132.000000 Penalty: 2953.362305
	Iteration 32Q: 3 clusters Score -1075132 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7783 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -1075149.875000 Penalty: 2953.362305
	Iteration 33Q: 3 clusters Score -1075150 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7805 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -1075162.750000 Penalty: 2953.362305
	Iteration 34Q: 3 clusters Score -1075163 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7825 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -1075175.125000 Penalty: 2953.362305
	Iteration 35Q: 3 clusters Score -1075175 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7842 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -1075180.875000 Penalty: 2953.362305
	Iteration 36Q: 3 clusters Score -1075181 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7855 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -1075190.750000 Penalty: 2953.362305
	Iteration 37Q: 3 clusters Score -1075191 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7872 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -1075198.625000 Penalty: 2953.362305
	Iteration 38Q: 3 clusters Score -1075199 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7882 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -1075202.625000 Penalty: 2953.362305
	Iteration 39Q: 3 clusters Score -1075203 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7893 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -1075208.125000 Penalty: 2953.362305
	Iteration 40F: 3 clusters Score -1075208 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7902 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -1075214.375000 Penalty: 2953.362305
	Iteration 41Q: 3 clusters Score -1075214 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7909 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -1075218.750000 Penalty: 2953.362305
	Iteration 42Q: 3 clusters Score -1075219 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7916 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -1075223.250000 Penalty: 2953.362305
	Iteration 43Q: 3 clusters Score -1075223 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7921 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -1075228.125000 Penalty: 2953.362305
	Iteration 44Q: 3 clusters Score -1075228 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7925 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -1075228.875000 Penalty: 2953.362305
	Iteration 45Q: 3 clusters Score -1075229 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7926 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -1075231.125000 Penalty: 2953.362305
	Iteration 46Q: 3 clusters Score -1075231 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7929 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -1075233.125000 Penalty: 2953.362305
	Iteration 47Q: 3 clusters Score -1075233 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7931 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -1075232.500000 Penalty: 2953.362305
	Iteration 48Q: 3 clusters Score -1075232 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7934 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -1075233.625000 Penalty: 2953.362305
	Iteration 49Q: 3 clusters Score -1075234 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7937 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -1075233.250000 Penalty: 2953.362305
	Iteration 50Q: 3 clusters Score -1075233 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7938 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -1075234.875000 Penalty: 2953.362305
	Iteration 51Q: 3 clusters Score -1075235 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7937 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -1075234.000000 Penalty: 2953.362305
	Iteration 52Q: 3 clusters Score -1075234 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7937 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -1075234.000000 Penalty: 2953.362305
	Iteration 53F: 3 clusters Score -1075234 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (2181 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Entering Unmasked Estep 
Score: -252531.875000 Penalty: 1249.224976
	Iteration 0F: 2 clusters Score -252531.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -250447.140625 Penalty: 2498.449951
	Iteration 0F: 3 clusters Score -250447.1 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -251060.921875 Penalty: 2498.449951
	Iteration 1F: 3 clusters Score -251060.9 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -251306.875000 Penalty: 2498.449951
	Iteration 2F: 3 clusters Score -251306.9 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -251518.890625 Penalty: 2498.449951
	Iteration 3F: 3 clusters Score -251518.9 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -251708.234375 Penalty: 2498.449951
	Iteration 4F: 3 clusters Score -251708.2 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -251877.437500 Penalty: 2498.449951
	Iteration 5F: 3 clusters Score -251877.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -251999.281250 Penalty: 2498.449951
	Iteration 6F: 3 clusters Score -251999.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -252066.437500 Penalty: 2498.449951
	Iteration 7Q: 3 clusters Score -252066.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -252128.671875 Penalty: 2498.449951
	Iteration 8Q: 3 clusters Score -252128.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -252169.671875 Penalty: 2498.449951
	Iteration 9Q: 3 clusters Score -252169.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -252188.265625 Penalty: 2498.449951
	Iteration 10Q: 3 clusters Score -252188.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -252210.453125 Penalty: 2498.449951
	Iteration 11Q: 3 clusters Score -252210.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -252213.671875 Penalty: 2498.449951
	Iteration 12Q: 3 clusters Score -252213.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -252215.890625 Penalty: 2498.449951
	Iteration 13Q: 3 clusters Score -252215.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -252220.578125 Penalty: 2498.449951
	Iteration 14Q: 3 clusters Score -252220.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -252223.609375 Penalty: 2498.449951
	Iteration 15Q: 3 clusters Score -252223.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -252227.234375 Penalty: 2498.449951
	Iteration 16Q: 3 clusters Score -252227.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -252230.437500 Penalty: 2498.449951
	Iteration 17Q: 3 clusters Score -252230.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -252231.593750 Penalty: 2498.449951
	Iteration 18Q: 3 clusters Score -252231.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -252232.843750 Penalty: 2498.449951
	Iteration 19Q: 3 clusters Score -252232.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -252234.640625 Penalty: 2498.449951
	Iteration 20F: 3 clusters Score -252234.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -252236.921875 Penalty: 2498.449951
	Iteration 21Q: 3 clusters Score -252236.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -252238.500000 Penalty: 2498.449951
	Iteration 22Q: 3 clusters Score -252238.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -252238.765625 Penalty: 2498.449951
	Iteration 23Q: 3 clusters Score -252238.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -252238.765625 Penalty: 2498.449951
	Iteration 24F: 3 clusters Score -252238.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (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: -56968.269531 Penalty: 993.473389
	Iteration 0F: 2 clusters Score -56968.27 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: -55911.085938 Penalty: 1986.946777
	Iteration 0F: 3 clusters Score -55911.09 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -56013.339844 Penalty: 1986.946777
	Iteration 1F: 3 clusters Score -56013.34 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -56042.070312 Penalty: 1986.946777
	Iteration 2Q: 3 clusters Score -56042.07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -56065.796875 Penalty: 1986.946777
	Iteration 3Q: 3 clusters Score -56065.8 nChanged 6
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: -56072.507812 Penalty: 1986.946777
	Iteration 4Q: 3 clusters Score -56072.51 nChanged 1
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: -56073.457031 Penalty: 1986.946777
	Iteration 5Q: 3 clusters Score -56073.46 nChanged 1
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: -56075.308594 Penalty: 1986.946777
	Iteration 6Q: 3 clusters Score -56075.31 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -56077.890625 Penalty: 1986.946777
	Iteration 7Q: 3 clusters Score -56077.89 nChanged 1
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: -56078.246094 Penalty: 1986.946777
	Iteration 8Q: 3 clusters Score -56078.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -56079.164062 Penalty: 1986.946777
	Iteration 9Q: 3 clusters Score -56079.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -56079.164062 Penalty: 1986.946777
	Iteration 10F: 3 clusters Score -56079.16 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (17982 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17982 members 
Entering Unmasked Estep 
Score: -2246513.500000 Penalty: 1592.033081
	Iteration 0F: 2 clusters Score -2246514 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8966 members 
Mstep: Class 2 contains 9016 members 
Entering Unmasked Estep 
Score: -2234324.500000 Penalty: 3184.066162
	Iteration 0F: 3 clusters Score -2234324 nChanged 8008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8918 members 
Mstep: Class 2 contains 9064 members 
Entering Unmasked Estep 
Score: -2238547.250000 Penalty: 3184.066162
	Iteration 1F: 3 clusters Score -2238547 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8947 members 
Mstep: Class 2 contains 9035 members 
Entering Unmasked Estep 
Score: -2238824.750000 Penalty: 3184.066162
	Iteration 2Q: 3 clusters Score -2238825 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8905 members 
Mstep: Class 2 contains 9077 members 
Entering Unmasked Estep 
Score: -2239057.250000 Penalty: 3184.066162
	Iteration 3Q: 3 clusters Score -2239057 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8789 members 
Mstep: Class 2 contains 9193 members 
Entering Unmasked Estep 
Score: -2239289.500000 Penalty: 3184.066162
	Iteration 4Q: 3 clusters Score -2239290 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8643 members 
Mstep: Class 2 contains 9339 members 
Entering Unmasked Estep 
Score: -2239599.000000 Penalty: 3184.066162
	Iteration 5Q: 3 clusters Score -2239599 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8402 members 
Mstep: Class 2 contains 9580 members 
Entering Unmasked Estep 
Score: -2240029.500000 Penalty: 3184.066162
	Iteration 6Q: 3 clusters Score -2240030 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8031 members 
Mstep: Class 2 contains 9951 members 
Entering Unmasked Estep 
Score: -2240631.250000 Penalty: 3184.066162
	Iteration 7F: 3 clusters Score -2240631 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7570 members 
Mstep: Class 2 contains 10412 members 
Entering Unmasked Estep 
Score: -2241287.750000 Penalty: 3184.066162
	Iteration 8F: 3 clusters Score -2241288 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7119 members 
Mstep: Class 2 contains 10863 members 
Entering Unmasked Estep 
Score: -2241930.000000 Penalty: 3184.066162
	Iteration 9F: 3 clusters Score -2241930 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6693 members 
Mstep: Class 2 contains 11289 members 
Entering Unmasked Estep 
Score: -2242485.750000 Penalty: 3184.066162
	Iteration 10F: 3 clusters Score -2242486 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6356 members 
Mstep: Class 2 contains 11626 members 
Entering Unmasked Estep 
Score: -2242908.500000 Penalty: 3184.066162
	Iteration 11Q: 3 clusters Score -2242908 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6054 members 
Mstep: Class 2 contains 11928 members 
Entering Unmasked Estep 
Score: -2243176.000000 Penalty: 3184.066162
	Iteration 12Q: 3 clusters Score -2243176 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5797 members 
Mstep: Class 2 contains 12185 members 
Entering Unmasked Estep 
Score: -2243367.500000 Penalty: 3184.066162
	Iteration 13Q: 3 clusters Score -2243368 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5573 members 
Mstep: Class 2 contains 12409 members 
Entering Unmasked Estep 
Score: -2243484.250000 Penalty: 3184.066162
	Iteration 14Q: 3 clusters Score -2243484 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 12636 members 
Entering Unmasked Estep 
Score: -2243587.000000 Penalty: 3184.066162
	Iteration 15Q: 3 clusters Score -2243587 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5129 members 
Mstep: Class 2 contains 12853 members 
Entering Unmasked Estep 
Score: -2243667.500000 Penalty: 3184.066162
	Iteration 16Q: 3 clusters Score -2243668 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4922 members 
Mstep: Class 2 contains 13060 members 
Entering Unmasked Estep 
Score: -2243743.500000 Penalty: 3184.066162
	Iteration 17Q: 3 clusters Score -2243744 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 13292 members 
Entering Unmasked Estep 
Score: -2243816.500000 Penalty: 3184.066162
	Iteration 18Q: 3 clusters Score -2243816 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 13497 members 
Entering Unmasked Estep 
Score: -2243895.750000 Penalty: 3184.066162
	Iteration 19Q: 3 clusters Score -2243896 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 13717 members 
Entering Unmasked Estep 
Score: -2243969.500000 Penalty: 3184.066162
	Iteration 20F: 3 clusters Score -2243970 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 13940 members 
Entering Unmasked Estep 
Score: -2244031.750000 Penalty: 3184.066162
	Iteration 21Q: 3 clusters Score -2244032 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 14153 members 
Entering Unmasked Estep 
Score: -2244097.500000 Penalty: 3184.066162
	Iteration 22Q: 3 clusters Score -2244098 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 14380 members 
Entering Unmasked Estep 
Score: -2244162.000000 Penalty: 3184.066162
	Iteration 23Q: 3 clusters Score -2244162 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 14597 members 
Entering Unmasked Estep 
Score: -2244239.250000 Penalty: 3184.066162
	Iteration 24Q: 3 clusters Score -2244239 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 14817 members 
Entering Unmasked Estep 
Score: -2244317.000000 Penalty: 3184.066162
	Iteration 25Q: 3 clusters Score -2244317 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 15013 members 
Entering Unmasked Estep 
Score: -2244385.250000 Penalty: 3184.066162
	Iteration 26Q: 3 clusters Score -2244385 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 15207 members 
Entering Unmasked Estep 
Score: -2244450.750000 Penalty: 3184.066162
	Iteration 27Q: 3 clusters Score -2244451 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 15380 members 
Entering Unmasked Estep 
Score: -2244506.750000 Penalty: 3184.066162
	Iteration 28Q: 3 clusters Score -2244507 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 15558 members 
Entering Unmasked Estep 
Score: -2244568.750000 Penalty: 3184.066162
	Iteration 29Q: 3 clusters Score -2244569 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 15728 members 
Entering Unmasked Estep 
Score: -2244621.250000 Penalty: 3184.066162
	Iteration 30Q: 3 clusters Score -2244621 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 15879 members 
Entering Unmasked Estep 
Score: -2244673.250000 Penalty: 3184.066162
	Iteration 31Q: 3 clusters Score -2244673 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 16008 members 
Entering Unmasked Estep 
Score: -2244717.500000 Penalty: 3184.066162
	Iteration 32Q: 3 clusters Score -2244718 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 16132 members 
Entering Unmasked Estep 
Score: -2244759.000000 Penalty: 3184.066162
	Iteration 33Q: 3 clusters Score -2244759 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 16260 members 
Entering Unmasked Estep 
Score: -2244806.500000 Penalty: 3184.066162
	Iteration 34Q: 3 clusters Score -2244806 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 16378 members 
Entering Unmasked Estep 
Score: -2244876.250000 Penalty: 3184.066162
	Iteration 35Q: 3 clusters Score -2244876 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 16493 members 
Entering Unmasked Estep 
Score: -2244937.250000 Penalty: 3184.066162
	Iteration 36Q: 3 clusters Score -2244937 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 16606 members 
Entering Unmasked Estep 
Score: -2244997.500000 Penalty: 3184.066162
	Iteration 37Q: 3 clusters Score -2244998 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 16697 members 
Entering Unmasked Estep 
Score: -2245043.750000 Penalty: 3184.066162
	Iteration 38Q: 3 clusters Score -2245044 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 16779 members 
Entering Unmasked Estep 
Score: -2245098.000000 Penalty: 3184.066162
	Iteration 39Q: 3 clusters Score -2245098 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 16855 members 
Entering Unmasked Estep 
Score: -2245133.750000 Penalty: 3184.066162
	Iteration 40F: 3 clusters Score -2245134 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 16914 members 
Entering Unmasked Estep 
Score: -2245162.250000 Penalty: 3184.066162
	Iteration 41Q: 3 clusters Score -2245162 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 16968 members 
Entering Unmasked Estep 
Score: -2245186.500000 Penalty: 3184.066162
	Iteration 42Q: 3 clusters Score -2245186 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 17014 members 
Entering Unmasked Estep 
Score: -2245217.000000 Penalty: 3184.066162
	Iteration 43Q: 3 clusters Score -2245217 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 17071 members 
Entering Unmasked Estep 
Score: -2245252.250000 Penalty: 3184.066162
	Iteration 44Q: 3 clusters Score -2245252 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 17102 members 
Entering Unmasked Estep 
Score: -2245282.000000 Penalty: 3184.066162
	Iteration 45Q: 3 clusters Score -2245282 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 17137 members 
Entering Unmasked Estep 
Score: -2245302.250000 Penalty: 3184.066162
	Iteration 46Q: 3 clusters Score -2245302 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 17169 members 
Entering Unmasked Estep 
Score: -2245323.250000 Penalty: 3184.066162
	Iteration 47Q: 3 clusters Score -2245323 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 17187 members 
Entering Unmasked Estep 
Score: -2245342.750000 Penalty: 3184.066162
	Iteration 48Q: 3 clusters Score -2245343 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 17203 members 
Entering Unmasked Estep 
Score: -2245355.000000 Penalty: 3184.066162
	Iteration 49Q: 3 clusters Score -2245355 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 17218 members 
Entering Unmasked Estep 
Score: -2245370.000000 Penalty: 3184.066162
	Iteration 50Q: 3 clusters Score -2245370 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 17233 members 
Entering Unmasked Estep 
Score: -2245384.750000 Penalty: 3184.066162
	Iteration 51Q: 3 clusters Score -2245385 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 17240 members 
Entering Unmasked Estep 
Score: -2245393.750000 Penalty: 3184.066162
	Iteration 52Q: 3 clusters Score -2245394 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 17260 members 
Entering Unmasked Estep 
Score: -2245406.750000 Penalty: 3184.066162
	Iteration 53Q: 3 clusters Score -2245407 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 17282 members 
Entering Unmasked Estep 
Score: -2245422.250000 Penalty: 3184.066162
	Iteration 54Q: 3 clusters Score -2245422 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 17300 members 
Entering Unmasked Estep 
Score: -2245446.750000 Penalty: 3184.066162
	Iteration 55Q: 3 clusters Score -2245447 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 17308 members 
Entering Unmasked Estep 
Score: -2245471.000000 Penalty: 3184.066162
	Iteration 56Q: 3 clusters Score -2245471 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 17317 members 
Entering Unmasked Estep 
Score: -2245499.000000 Penalty: 3184.066162
	Iteration 57Q: 3 clusters Score -2245499 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 17325 members 
Entering Unmasked Estep 
Score: -2245518.750000 Penalty: 3184.066162
	Iteration 58Q: 3 clusters Score -2245519 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 17328 members 
Entering Unmasked Estep 
Score: -2245537.250000 Penalty: 3184.066162
	Iteration 59Q: 3 clusters Score -2245537 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 17334 members 
Entering Unmasked Estep 
Score: -2245549.500000 Penalty: 3184.066162
	Iteration 60F: 3 clusters Score -2245550 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 17340 members 
Entering Unmasked Estep 
Score: -2245563.750000 Penalty: 3184.066162
	Iteration 61Q: 3 clusters Score -2245564 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 17338 members 
Entering Unmasked Estep 
Score: -2245571.250000 Penalty: 3184.066162
	Iteration 62Q: 3 clusters Score -2245571 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 17339 members 
Entering Unmasked Estep 
Score: -2245579.500000 Penalty: 3184.066162
	Iteration 63Q: 3 clusters Score -2245580 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 17335 members 
Entering Unmasked Estep 
Score: -2245588.250000 Penalty: 3184.066162
	Iteration 64Q: 3 clusters Score -2245588 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 17336 members 
Entering Unmasked Estep 
Score: -2245589.750000 Penalty: 3184.066162
	Iteration 65Q: 3 clusters Score -2245590 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 17337 members 
Entering Unmasked Estep 
Score: -2245591.750000 Penalty: 3184.066162
	Iteration 66Q: 3 clusters Score -2245592 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 17337 members 
Entering Unmasked Estep 
Score: -2245591.250000 Penalty: 3184.066162
	Iteration 67Q: 3 clusters Score -2245591 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 17336 members 
Entering Unmasked Estep 
Score: -2245592.000000 Penalty: 3184.066162
	Iteration 68Q: 3 clusters Score -2245592 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 17335 members 
Entering Unmasked Estep 
Score: -2245594.750000 Penalty: 3184.066162
	Iteration 69Q: 3 clusters Score -2245595 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 17335 members 
Entering Unmasked Estep 
Score: -2245595.500000 Penalty: 3184.066162
	Iteration 70Q: 3 clusters Score -2245596 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 17338 members 
Entering Unmasked Estep 
Score: -2245597.500000 Penalty: 3184.066162
	Iteration 71Q: 3 clusters Score -2245598 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 17340 members 
Entering Unmasked Estep 
Score: -2245599.500000 Penalty: 3184.066162
	Iteration 72Q: 3 clusters Score -2245600 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 17339 members 
Entering Unmasked Estep 
Score: -2245599.000000 Penalty: 3184.066162
	Iteration 73Q: 3 clusters Score -2245599 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 17338 members 
Entering Unmasked Estep 
Score: -2245600.000000 Penalty: 3184.066162
	Iteration 74Q: 3 clusters Score -2245600 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 17337 members 
Entering Unmasked Estep 
Score: -2245599.250000 Penalty: 3184.066162
	Iteration 75Q: 3 clusters Score -2245599 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 17336 members 
Entering Unmasked Estep 
Score: -2245599.750000 Penalty: 3184.066162
	Iteration 76Q: 3 clusters Score -2245600 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 17336 members 
Entering Unmasked Estep 
Score: -2245599.750000 Penalty: 3184.066162
	Iteration 77F: 3 clusters Score -2245600 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1392 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Entering Unmasked Estep 
Score: -143764.718750 Penalty: 1176.255737
	Iteration 0F: 2 clusters Score -143764.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -142146.312500 Penalty: 2352.511475
	Iteration 0F: 3 clusters Score -142146.3 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -142619.640625 Penalty: 2352.511475
	Iteration 1F: 3 clusters Score -142619.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -142830.453125 Penalty: 2352.511475
	Iteration 2F: 3 clusters Score -142830.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -142988.796875 Penalty: 2352.511475
	Iteration 3F: 3 clusters Score -142988.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -143167.062500 Penalty: 2352.511475
	Iteration 4F: 3 clusters Score -143167.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -143275.234375 Penalty: 2352.511475
	Iteration 5F: 3 clusters Score -143275.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -143345.640625 Penalty: 2352.511475
	Iteration 6Q: 3 clusters Score -143345.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -143386.390625 Penalty: 2352.511475
	Iteration 7Q: 3 clusters Score -143386.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -143439.718750 Penalty: 2352.511475
	Iteration 8Q: 3 clusters Score -143439.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -143482.703125 Penalty: 2352.511475
	Iteration 9Q: 3 clusters Score -143482.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -143508.656250 Penalty: 2352.511475
	Iteration 10Q: 3 clusters Score -143508.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -143525.125000 Penalty: 2352.511475
	Iteration 11Q: 3 clusters Score -143525.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -143533.406250 Penalty: 2352.511475
	Iteration 12Q: 3 clusters Score -143533.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -143535.312500 Penalty: 2352.511475
	Iteration 13Q: 3 clusters Score -143535.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -143536.281250 Penalty: 2352.511475
	Iteration 14Q: 3 clusters Score -143536.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -143537.140625 Penalty: 2352.511475
	Iteration 15Q: 3 clusters Score -143537.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -143537.421875 Penalty: 2352.511475
	Iteration 16Q: 3 clusters Score -143537.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -143537.421875 Penalty: 2352.511475
	Iteration 17F: 3 clusters Score -143537.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (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: -233771.000000 Penalty: 1225.781982
	Iteration 0F: 2 clusters Score -233771 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -231748.156250 Penalty: 2451.563965
	Iteration 0F: 3 clusters Score -231748.2 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -232153.406250 Penalty: 2451.563965
	Iteration 1F: 3 clusters Score -232153.4 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -232258.640625 Penalty: 2451.563965
	Iteration 2F: 3 clusters Score -232258.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -232323.296875 Penalty: 2451.563965
	Iteration 3Q: 3 clusters Score -232323.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -232385.000000 Penalty: 2451.563965
	Iteration 4Q: 3 clusters Score -232385 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -232420.421875 Penalty: 2451.563965
	Iteration 5Q: 3 clusters Score -232420.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -232459.062500 Penalty: 2451.563965
	Iteration 6Q: 3 clusters Score -232459.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -232503.953125 Penalty: 2451.563965
	Iteration 7Q: 3 clusters Score -232504 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -232536.828125 Penalty: 2451.563965
	Iteration 8Q: 3 clusters Score -232536.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -232560.718750 Penalty: 2451.563965
	Iteration 9Q: 3 clusters Score -232560.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -232582.046875 Penalty: 2451.563965
	Iteration 10Q: 3 clusters Score -232582 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -232602.531250 Penalty: 2451.563965
	Iteration 11Q: 3 clusters Score -232602.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -232624.265625 Penalty: 2451.563965
	Iteration 12Q: 3 clusters Score -232624.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -232633.812500 Penalty: 2451.563965
	Iteration 13Q: 3 clusters Score -232633.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -232640.562500 Penalty: 2451.563965
	Iteration 14Q: 3 clusters Score -232640.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -232645.671875 Penalty: 2451.563965
	Iteration 15Q: 3 clusters Score -232645.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -232649.109375 Penalty: 2451.563965
	Iteration 16Q: 3 clusters Score -232649.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -232651.640625 Penalty: 2451.563965
	Iteration 17Q: 3 clusters Score -232651.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -232658.312500 Penalty: 2451.563965
	Iteration 18Q: 3 clusters Score -232658.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -232663.703125 Penalty: 2451.563965
	Iteration 19Q: 3 clusters Score -232663.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -232667.671875 Penalty: 2451.563965
	Iteration 20F: 3 clusters Score -232667.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -232669.359375 Penalty: 2451.563965
	Iteration 21Q: 3 clusters Score -232669.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -232672.296875 Penalty: 2451.563965
	Iteration 22Q: 3 clusters Score -232672.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -232673.921875 Penalty: 2451.563965
	Iteration 23Q: 3 clusters Score -232673.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -232677.640625 Penalty: 2451.563965
	Iteration 24Q: 3 clusters Score -232677.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -232679.015625 Penalty: 2451.563965
	Iteration 25Q: 3 clusters Score -232679 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -232680.078125 Penalty: 2451.563965
	Iteration 26Q: 3 clusters Score -232680.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -232681.265625 Penalty: 2451.563965
	Iteration 27Q: 3 clusters Score -232681.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -232681.984375 Penalty: 2451.563965
	Iteration 28Q: 3 clusters Score -232682 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -232682.531250 Penalty: 2451.563965
	Iteration 29Q: 3 clusters Score -232682.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -232683.171875 Penalty: 2451.563965
	Iteration 30Q: 3 clusters Score -232683.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -232684.015625 Penalty: 2451.563965
	Iteration 31Q: 3 clusters Score -232684 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -232684.890625 Penalty: 2451.563965
	Iteration 32Q: 3 clusters Score -232684.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -232686.843750 Penalty: 2451.563965
	Iteration 33Q: 3 clusters Score -232686.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -232687.359375 Penalty: 2451.563965
	Iteration 34Q: 3 clusters Score -232687.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -232687.359375 Penalty: 2451.563965
	Iteration 35F: 3 clusters Score -232687.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (8226 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8226 members 
Entering Unmasked Estep 
Score: -1038261.625000 Penalty: 1464.946411
	Iteration 0F: 2 clusters Score -1038262 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -1032220.750000 Penalty: 2929.892822
	Iteration 0F: 3 clusters Score -1032221 nChanged 3542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -1034165.312500 Penalty: 2929.892822
	Iteration 1F: 3 clusters Score -1034165 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -1034431.625000 Penalty: 2929.892822
	Iteration 2F: 3 clusters Score -1034432 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -1034664.000000 Penalty: 2929.892822
	Iteration 3F: 3 clusters Score -1034664 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -1034858.937500 Penalty: 2929.892822
	Iteration 4Q: 3 clusters Score -1034859 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -1035035.500000 Penalty: 2929.892822
	Iteration 5Q: 3 clusters Score -1035036 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -1035177.562500 Penalty: 2929.892822
	Iteration 6Q: 3 clusters Score -1035178 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -1035314.250000 Penalty: 2929.892822
	Iteration 7Q: 3 clusters Score -1035314 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -1035452.625000 Penalty: 2929.892822
	Iteration 8Q: 3 clusters Score -1035453 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5270 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -1035593.250000 Penalty: 2929.892822
	Iteration 9Q: 3 clusters Score -1035593 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5503 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -1035727.250000 Penalty: 2929.892822
	Iteration 10Q: 3 clusters Score -1035727 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5774 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -1035913.187500 Penalty: 2929.892822
	Iteration 11Q: 3 clusters Score -1035913 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6079 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -1036143.187500 Penalty: 2929.892822
	Iteration 12Q: 3 clusters Score -1036143 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6384 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -1036384.937500 Penalty: 2929.892822
	Iteration 13Q: 3 clusters Score -1036385 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6671 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -1036622.750000 Penalty: 2929.892822
	Iteration 14Q: 3 clusters Score -1036623 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6894 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -1036803.562500 Penalty: 2929.892822
	Iteration 15Q: 3 clusters Score -1036804 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7071 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -1036957.375000 Penalty: 2929.892822
	Iteration 16Q: 3 clusters Score -1036957 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7219 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -1037103.875000 Penalty: 2929.892822
	Iteration 17Q: 3 clusters Score -1037104 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7335 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -1037212.812500 Penalty: 2929.892822
	Iteration 18Q: 3 clusters Score -1037213 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7414 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -1037288.937500 Penalty: 2929.892822
	Iteration 19Q: 3 clusters Score -1037289 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7469 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -1037339.687500 Penalty: 2929.892822
	Iteration 20F: 3 clusters Score -1037340 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7501 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -1037363.750000 Penalty: 2929.892822
	Iteration 21Q: 3 clusters Score -1037364 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7525 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -1037382.250000 Penalty: 2929.892822
	Iteration 22Q: 3 clusters Score -1037382 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7536 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -1037388.812500 Penalty: 2929.892822
	Iteration 23Q: 3 clusters Score -1037389 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7540 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -1037392.375000 Penalty: 2929.892822
	Iteration 24Q: 3 clusters Score -1037392 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7546 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -1037393.250000 Penalty: 2929.892822
	Iteration 25Q: 3 clusters Score -1037393 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7549 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -1037395.562500 Penalty: 2929.892822
	Iteration 26Q: 3 clusters Score -1037396 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7551 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -1037397.062500 Penalty: 2929.892822
	Iteration 27Q: 3 clusters Score -1037397 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7551 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -1037398.812500 Penalty: 2929.892822
	Iteration 28Q: 3 clusters Score -1037399 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7551 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -1037398.812500 Penalty: 2929.892822
	Iteration 29F: 3 clusters Score -1037399 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (38959 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38959 members 
Entering Unmasked Estep 
Score: -4934252.500000 Penalty: 1717.668091
	Iteration 0F: 2 clusters Score -4934252 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19419 members 
Mstep: Class 2 contains 19540 members 
Entering Unmasked Estep 
Score: -4908491.500000 Penalty: 3435.336182
	Iteration 0F: 3 clusters Score -4908492 nChanged 17977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18656 members 
Mstep: Class 2 contains 20303 members 
Entering Unmasked Estep 
Score: -4918788.000000 Penalty: 3435.336182
	Iteration 1F: 3 clusters Score -4918788 nChanged 1969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18055 members 
Mstep: Class 2 contains 20904 members 
Entering Unmasked Estep 
Score: -4919635.000000 Penalty: 3435.336182
	Iteration 2F: 3 clusters Score -4919635 nChanged 2235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17140 members 
Mstep: Class 2 contains 21819 members 
Entering Unmasked Estep 
Score: -4920802.000000 Penalty: 3435.336182
	Iteration 3F: 3 clusters Score -4920802 nChanged 2409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15869 members 
Mstep: Class 2 contains 23090 members 
Entering Unmasked Estep 
Score: -4922165.500000 Penalty: 3435.336182
	Iteration 4F: 3 clusters Score -4922166 nChanged 2570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14257 members 
Mstep: Class 2 contains 24702 members 
Entering Unmasked Estep 
Score: -4923690.000000 Penalty: 3435.336182
	Iteration 5F: 3 clusters Score -4923690 nChanged 2460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12415 members 
Mstep: Class 2 contains 26544 members 
Entering Unmasked Estep 
Score: -4925329.000000 Penalty: 3435.336182
	Iteration 6F: 3 clusters Score -4925329 nChanged 2255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10532 members 
Mstep: Class 2 contains 28427 members 
Entering Unmasked Estep 
Score: -4927059.000000 Penalty: 3435.336182
	Iteration 7F: 3 clusters Score -4927059 nChanged 1940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8828 members 
Mstep: Class 2 contains 30131 members 
Entering Unmasked Estep 
Score: -4928768.500000 Penalty: 3435.336182
	Iteration 8Q: 3 clusters Score -4928768 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7391 members 
Mstep: Class 2 contains 31568 members 
Entering Unmasked Estep 
Score: -4930349.000000 Penalty: 3435.336182
	Iteration 9Q: 3 clusters Score -4930349 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6366 members 
Mstep: Class 2 contains 32593 members 
Entering Unmasked Estep 
Score: -4931580.000000 Penalty: 3435.336182
	Iteration 10Q: 3 clusters Score -4931580 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5647 members 
Mstep: Class 2 contains 33312 members 
Entering Unmasked Estep 
Score: -4932265.000000 Penalty: 3435.336182
	Iteration 11Q: 3 clusters Score -4932265 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5145 members 
Mstep: Class 2 contains 33814 members 
Entering Unmasked Estep 
Score: -4932609.000000 Penalty: 3435.336182
	Iteration 12Q: 3 clusters Score -4932609 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 34249 members 
Entering Unmasked Estep 
Score: -4932813.500000 Penalty: 3435.336182
	Iteration 13Q: 3 clusters Score -4932814 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 34600 members 
Entering Unmasked Estep 
Score: -4932978.000000 Penalty: 3435.336182
	Iteration 14Q: 3 clusters Score -4932978 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 34907 members 
Entering Unmasked Estep 
Score: -4933112.000000 Penalty: 3435.336182
	Iteration 15Q: 3 clusters Score -4933112 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 35142 members 
Entering Unmasked Estep 
Score: -4933197.000000 Penalty: 3435.336182
	Iteration 16Q: 3 clusters Score -4933197 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 35364 members 
Entering Unmasked Estep 
Score: -4933260.500000 Penalty: 3435.336182
	Iteration 17Q: 3 clusters Score -4933260 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 35539 members 
Entering Unmasked Estep 
Score: -4933316.000000 Penalty: 3435.336182
	Iteration 18Q: 3 clusters Score -4933316 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 35686 members 
Entering Unmasked Estep 
Score: -4933357.000000 Penalty: 3435.336182
	Iteration 19Q: 3 clusters Score -4933357 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 35815 members 
Entering Unmasked Estep 
Score: -4933404.500000 Penalty: 3435.336182
	Iteration 20F: 3 clusters Score -4933404 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 35914 members 
Entering Unmasked Estep 
Score: -4933431.000000 Penalty: 3435.336182
	Iteration 21Q: 3 clusters Score -4933431 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 35999 members 
Entering Unmasked Estep 
Score: -4933445.000000 Penalty: 3435.336182
	Iteration 22Q: 3 clusters Score -4933445 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 36067 members 
Entering Unmasked Estep 
Score: -4933458.500000 Penalty: 3435.336182
	Iteration 23Q: 3 clusters Score -4933458 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 36117 members 
Entering Unmasked Estep 
Score: -4933463.000000 Penalty: 3435.336182
	Iteration 24Q: 3 clusters Score -4933463 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 36157 members 
Entering Unmasked Estep 
Score: -4933472.500000 Penalty: 3435.336182
	Iteration 25Q: 3 clusters Score -4933472 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 36196 members 
Entering Unmasked Estep 
Score: -4933472.500000 Penalty: 3435.336182
	Iteration 26Q: 3 clusters Score -4933472 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 36224 members 
Entering Unmasked Estep 
Score: -4933476.500000 Penalty: 3435.336182
	Iteration 27Q: 3 clusters Score -4933476 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 36246 members 
Entering Unmasked Estep 
Score: -4933486.500000 Penalty: 3435.336182
	Iteration 28Q: 3 clusters Score -4933486 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 36267 members 
Entering Unmasked Estep 
Score: -4933487.000000 Penalty: 3435.336182
	Iteration 29Q: 3 clusters Score -4933487 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 36280 members 
Entering Unmasked Estep 
Score: -4933498.500000 Penalty: 3435.336182
	Iteration 30Q: 3 clusters Score -4933498 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 36301 members 
Entering Unmasked Estep 
Score: -4933497.500000 Penalty: 3435.336182
	Iteration 31Q: 3 clusters Score -4933498 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 36318 members 
Entering Unmasked Estep 
Score: -4933497.000000 Penalty: 3435.336182
	Iteration 32Q: 3 clusters Score -4933497 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 36334 members 
Entering Unmasked Estep 
Score: -4933489.000000 Penalty: 3435.336182
	Iteration 33Q: 3 clusters Score -4933489 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 36348 members 
Entering Unmasked Estep 
Score: -4933489.500000 Penalty: 3435.336182
	Iteration 34Q: 3 clusters Score -4933490 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 36355 members 
Entering Unmasked Estep 
Score: -4933498.500000 Penalty: 3435.336182
	Iteration 35Q: 3 clusters Score -4933498 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 36361 members 
Entering Unmasked Estep 
Score: -4933499.000000 Penalty: 3435.336182
	Iteration 36Q: 3 clusters Score -4933499 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 36367 members 
Entering Unmasked Estep 
Score: -4933499.000000 Penalty: 3435.336182
	Iteration 37Q: 3 clusters Score -4933499 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 36371 members 
Entering Unmasked Estep 
Score: -4933502.000000 Penalty: 3435.336182
	Iteration 38Q: 3 clusters Score -4933502 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 36372 members 
Entering Unmasked Estep 
Score: -4933503.500000 Penalty: 3435.336182
	Iteration 39Q: 3 clusters Score -4933504 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 36372 members 
Entering Unmasked Estep 
Score: -4933503.500000 Penalty: 3435.336182
	Iteration 40F: 3 clusters Score -4933504 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (56369 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56369 members 
Entering Unmasked Estep 
Score: -7126916.000000 Penalty: 1777.697144
	Iteration 0F: 2 clusters Score -7126916 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28163 members 
Mstep: Class 2 contains 28206 members 
Entering Unmasked Estep 
Score: -7089199.000000 Penalty: 3555.394287
	Iteration 0F: 3 clusters Score -7089199 nChanged 26665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27830 members 
Mstep: Class 2 contains 28539 members 
Entering Unmasked Estep 
Score: -7104444.500000 Penalty: 3555.394287
	Iteration 1F: 3 clusters Score -7104444 nChanged 1998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27522 members 
Mstep: Class 2 contains 28847 members 
Entering Unmasked Estep 
Score: -7104926.000000 Penalty: 3555.394287
	Iteration 2Q: 3 clusters Score -7104926 nChanged 1957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27093 members 
Mstep: Class 2 contains 29276 members 
Entering Unmasked Estep 
Score: -7105478.000000 Penalty: 3555.394287
	Iteration 3Q: 3 clusters Score -7105478 nChanged 2032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26477 members 
Mstep: Class 2 contains 29892 members 
Entering Unmasked Estep 
Score: -7106125.000000 Penalty: 3555.394287
	Iteration 4Q: 3 clusters Score -7106125 nChanged 2174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25663 members 
Mstep: Class 2 contains 30706 members 
Entering Unmasked Estep 
Score: -7106791.000000 Penalty: 3555.394287
	Iteration 5Q: 3 clusters Score -7106791 nChanged 2342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24623 members 
Mstep: Class 2 contains 31746 members 
Entering Unmasked Estep 
Score: -7107713.500000 Penalty: 3555.394287
	Iteration 6Q: 3 clusters Score -7107714 nChanged 2668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23235 members 
Mstep: Class 2 contains 33134 members 
Entering Unmasked Estep 
Score: -7109040.500000 Penalty: 3555.394287
	Iteration 7Q: 3 clusters Score -7109040 nChanged 3078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21583 members 
Mstep: Class 2 contains 34786 members 
Entering Unmasked Estep 
Score: -7110917.500000 Penalty: 3555.394287
	Iteration 8F: 3 clusters Score -7110918 nChanged 3271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19808 members 
Mstep: Class 2 contains 36561 members 
Entering Unmasked Estep 
Score: -7113308.500000 Penalty: 3555.394287
	Iteration 9F: 3 clusters Score -7113308 nChanged 3218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18162 members 
Mstep: Class 2 contains 38207 members 
Entering Unmasked Estep 
Score: -7115802.500000 Penalty: 3555.394287
	Iteration 10F: 3 clusters Score -7115802 nChanged 2795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16891 members 
Mstep: Class 2 contains 39478 members 
Entering Unmasked Estep 
Score: -7117944.500000 Penalty: 3555.394287
	Iteration 11Q: 3 clusters Score -7117944 nChanged 2136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15881 members 
Mstep: Class 2 contains 40488 members 
Entering Unmasked Estep 
Score: -7119237.500000 Penalty: 3555.394287
	Iteration 12Q: 3 clusters Score -7119238 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15030 members 
Mstep: Class 2 contains 41339 members 
Entering Unmasked Estep 
Score: -7120077.500000 Penalty: 3555.394287
	Iteration 13Q: 3 clusters Score -7120078 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14291 members 
Mstep: Class 2 contains 42078 members 
Entering Unmasked Estep 
Score: -7120752.500000 Penalty: 3555.394287
	Iteration 14Q: 3 clusters Score -7120752 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13563 members 
Mstep: Class 2 contains 42806 members 
Entering Unmasked Estep 
Score: -7121313.500000 Penalty: 3555.394287
	Iteration 15Q: 3 clusters Score -7121314 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12874 members 
Mstep: Class 2 contains 43495 members 
Entering Unmasked Estep 
Score: -7121859.500000 Penalty: 3555.394287
	Iteration 16Q: 3 clusters Score -7121860 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12261 members 
Mstep: Class 2 contains 44108 members 
Entering Unmasked Estep 
Score: -7122319.500000 Penalty: 3555.394287
	Iteration 17Q: 3 clusters Score -7122320 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11738 members 
Mstep: Class 2 contains 44631 members 
Entering Unmasked Estep 
Score: -7122720.000000 Penalty: 3555.394287
	Iteration 18Q: 3 clusters Score -7122720 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11259 members 
Mstep: Class 2 contains 45110 members 
Entering Unmasked Estep 
Score: -7123045.500000 Penalty: 3555.394287
	Iteration 19Q: 3 clusters Score -7123046 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10801 members 
Mstep: Class 2 contains 45568 members 
Entering Unmasked Estep 
Score: -7123297.000000 Penalty: 3555.394287
	Iteration 20F: 3 clusters Score -7123297 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10364 members 
Mstep: Class 2 contains 46005 members 
Entering Unmasked Estep 
Score: -7123500.000000 Penalty: 3555.394287
	Iteration 21Q: 3 clusters Score -7123500 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9904 members 
Mstep: Class 2 contains 46465 members 
Entering Unmasked Estep 
Score: -7123760.500000 Penalty: 3555.394287
	Iteration 22Q: 3 clusters Score -7123760 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9419 members 
Mstep: Class 2 contains 46950 members 
Entering Unmasked Estep 
Score: -7123983.000000 Penalty: 3555.394287
	Iteration 23Q: 3 clusters Score -7123983 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8946 members 
Mstep: Class 2 contains 47423 members 
Entering Unmasked Estep 
Score: -7124208.500000 Penalty: 3555.394287
	Iteration 24Q: 3 clusters Score -7124208 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8482 members 
Mstep: Class 2 contains 47887 members 
Entering Unmasked Estep 
Score: -7124455.500000 Penalty: 3555.394287
	Iteration 25Q: 3 clusters Score -7124456 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8029 members 
Mstep: Class 2 contains 48340 members 
Entering Unmasked Estep 
Score: -7124717.000000 Penalty: 3555.394287
	Iteration 26Q: 3 clusters Score -7124717 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7645 members 
Mstep: Class 2 contains 48724 members 
Entering Unmasked Estep 
Score: -7124918.000000 Penalty: 3555.394287
	Iteration 27Q: 3 clusters Score -7124918 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7304 members 
Mstep: Class 2 contains 49065 members 
Entering Unmasked Estep 
Score: -7125098.500000 Penalty: 3555.394287
	Iteration 28Q: 3 clusters Score -7125098 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7002 members 
Mstep: Class 2 contains 49367 members 
Entering Unmasked Estep 
Score: -7125191.500000 Penalty: 3555.394287
	Iteration 29Q: 3 clusters Score -7125192 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6739 members 
Mstep: Class 2 contains 49630 members 
Entering Unmasked Estep 
Score: -7125298.000000 Penalty: 3555.394287
	Iteration 30Q: 3 clusters Score -7125298 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6499 members 
Mstep: Class 2 contains 49870 members 
Entering Unmasked Estep 
Score: -7125372.000000 Penalty: 3555.394287
	Iteration 31Q: 3 clusters Score -7125372 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6280 members 
Mstep: Class 2 contains 50089 members 
Entering Unmasked Estep 
Score: -7125405.500000 Penalty: 3555.394287
	Iteration 32Q: 3 clusters Score -7125406 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6054 members 
Mstep: Class 2 contains 50315 members 
Entering Unmasked Estep 
Score: -7125487.500000 Penalty: 3555.394287
	Iteration 33Q: 3 clusters Score -7125488 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5856 members 
Mstep: Class 2 contains 50513 members 
Entering Unmasked Estep 
Score: -7125529.000000 Penalty: 3555.394287
	Iteration 34Q: 3 clusters Score -7125529 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 50692 members 
Entering Unmasked Estep 
Score: -7125610.500000 Penalty: 3555.394287
	Iteration 35Q: 3 clusters Score -7125610 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 50848 members 
Entering Unmasked Estep 
Score: -7125643.500000 Penalty: 3555.394287
	Iteration 36Q: 3 clusters Score -7125644 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Mstep: Class 2 contains 51004 members 
Entering Unmasked Estep 
Score: -7125691.500000 Penalty: 3555.394287
	Iteration 37Q: 3 clusters Score -7125692 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 51160 members 
Entering Unmasked Estep 
Score: -7125734.000000 Penalty: 3555.394287
	Iteration 38Q: 3 clusters Score -7125734 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 51302 members 
Entering Unmasked Estep 
Score: -7125769.000000 Penalty: 3555.394287
	Iteration 39Q: 3 clusters Score -7125769 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 51415 members 
Entering Unmasked Estep 
Score: -7125811.500000 Penalty: 3555.394287
	Iteration 40F: 3 clusters Score -7125812 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 51523 members 
Entering Unmasked Estep 
Score: -7125851.000000 Penalty: 3555.394287
	Iteration 41Q: 3 clusters Score -7125851 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 51623 members 
Entering Unmasked Estep 
Score: -7125878.500000 Penalty: 3555.394287
	Iteration 42Q: 3 clusters Score -7125878 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 51726 members 
Entering Unmasked Estep 
Score: -7125884.500000 Penalty: 3555.394287
	Iteration 43Q: 3 clusters Score -7125884 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 51818 members 
Entering Unmasked Estep 
Score: -7125888.000000 Penalty: 3555.394287
	Iteration 44Q: 3 clusters Score -7125888 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 51904 members 
Entering Unmasked Estep 
Score: -7125904.000000 Penalty: 3555.394287
	Iteration 45Q: 3 clusters Score -7125904 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 51975 members 
Entering Unmasked Estep 
Score: -7125903.500000 Penalty: 3555.394287
	Iteration 46Q: 3 clusters Score -7125904 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 52043 members 
Entering Unmasked Estep 
Score: -7125922.500000 Penalty: 3555.394287
	Iteration 47Q: 3 clusters Score -7125922 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 52105 members 
Entering Unmasked Estep 
Score: -7125942.500000 Penalty: 3555.394287
	Iteration 48Q: 3 clusters Score -7125942 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 52164 members 
Entering Unmasked Estep 
Score: -7125959.000000 Penalty: 3555.394287
	Iteration 49Q: 3 clusters Score -7125959 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 52222 members 
Entering Unmasked Estep 
Score: -7125967.000000 Penalty: 3555.394287
	Iteration 50Q: 3 clusters Score -7125967 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 52264 members 
Entering Unmasked Estep 
Score: -7125967.500000 Penalty: 3555.394287
	Iteration 51Q: 3 clusters Score -7125968 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 52293 members 
Entering Unmasked Estep 
Score: -7125965.500000 Penalty: 3555.394287
	Iteration 52Q: 3 clusters Score -7125966 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 52314 members 
Entering Unmasked Estep 
Score: -7125964.000000 Penalty: 3555.394287
	Iteration 53Q: 3 clusters Score -7125964 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 52347 members 
Entering Unmasked Estep 
Score: -7125975.000000 Penalty: 3555.394287
	Iteration 54Q: 3 clusters Score -7125975 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 52378 members 
Entering Unmasked Estep 
Score: -7125984.500000 Penalty: 3555.394287
	Iteration 55Q: 3 clusters Score -7125984 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 52409 members 
Entering Unmasked Estep 
Score: -7125975.000000 Penalty: 3555.394287
	Iteration 56Q: 3 clusters Score -7125975 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 52440 members 
Entering Unmasked Estep 
Score: -7125976.500000 Penalty: 3555.394287
	Iteration 57Q: 3 clusters Score -7125976 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 52465 members 
Entering Unmasked Estep 
Score: -7125981.000000 Penalty: 3555.394287
	Iteration 58Q: 3 clusters Score -7125981 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 52494 members 
Entering Unmasked Estep 
Score: -7125978.000000 Penalty: 3555.394287
	Iteration 59Q: 3 clusters Score -7125978 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 52515 members 
Entering Unmasked Estep 
Score: -7125982.500000 Penalty: 3555.394287
	Iteration 60F: 3 clusters Score -7125982 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 52534 members 
Entering Unmasked Estep 
Score: -7125975.500000 Penalty: 3555.394287
	Iteration 61Q: 3 clusters Score -7125976 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 52543 members 
Entering Unmasked Estep 
Score: -7125979.500000 Penalty: 3555.394287
	Iteration 62Q: 3 clusters Score -7125980 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 52547 members 
Entering Unmasked Estep 
Score: -7125981.500000 Penalty: 3555.394287
	Iteration 63Q: 3 clusters Score -7125982 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 52552 members 
Entering Unmasked Estep 
Score: -7125988.500000 Penalty: 3555.394287
	Iteration 64Q: 3 clusters Score -7125988 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 52562 members 
Entering Unmasked Estep 
Score: -7125983.000000 Penalty: 3555.394287
	Iteration 65Q: 3 clusters Score -7125983 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 52571 members 
Entering Unmasked Estep 
Score: -7125980.500000 Penalty: 3555.394287
	Iteration 66Q: 3 clusters Score -7125980 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 52579 members 
Entering Unmasked Estep 
Score: -7125975.000000 Penalty: 3555.394287
	Iteration 67Q: 3 clusters Score -7125975 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 52589 members 
Entering Unmasked Estep 
Score: -7125984.500000 Penalty: 3555.394287
	Iteration 68Q: 3 clusters Score -7125984 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 52598 members 
Entering Unmasked Estep 
Score: -7125982.500000 Penalty: 3555.394287
	Iteration 69Q: 3 clusters Score -7125982 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 52607 members 
Entering Unmasked Estep 
Score: -7125979.000000 Penalty: 3555.394287
	Iteration 70Q: 3 clusters Score -7125979 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 52618 members 
Entering Unmasked Estep 
Score: -7125972.000000 Penalty: 3555.394287
	Iteration 71Q: 3 clusters Score -7125972 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 52633 members 
Entering Unmasked Estep 
Score: -7125967.000000 Penalty: 3555.394287
	Iteration 72Q: 3 clusters Score -7125967 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 52637 members 
Entering Unmasked Estep 
Score: -7125959.500000 Penalty: 3555.394287
	Iteration 73Q: 3 clusters Score -7125960 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 52642 members 
Entering Unmasked Estep 
Score: -7125965.500000 Penalty: 3555.394287
	Iteration 74Q: 3 clusters Score -7125966 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 52646 members 
Entering Unmasked Estep 
Score: -7125966.000000 Penalty: 3555.394287
	Iteration 75Q: 3 clusters Score -7125966 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 52652 members 
Entering Unmasked Estep 
Score: -7125971.500000 Penalty: 3555.394287
	Iteration 76Q: 3 clusters Score -7125972 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 52657 members 
Entering Unmasked Estep 
Score: -7125975.500000 Penalty: 3555.394287
	Iteration 77Q: 3 clusters Score -7125976 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 52663 members 
Entering Unmasked Estep 
Score: -7125975.000000 Penalty: 3555.394287
	Iteration 78Q: 3 clusters Score -7125975 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 52669 members 
Entering Unmasked Estep 
Score: -7125973.500000 Penalty: 3555.394287
	Iteration 79Q: 3 clusters Score -7125974 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 52675 members 
Entering Unmasked Estep 
Score: -7125970.000000 Penalty: 3555.394287
	Iteration 80F: 3 clusters Score -7125970 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 52681 members 
Entering Unmasked Estep 
Score: -7125972.000000 Penalty: 3555.394287
	Iteration 81Q: 3 clusters Score -7125972 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 52691 members 
Entering Unmasked Estep 
Score: -7125979.000000 Penalty: 3555.394287
	Iteration 82Q: 3 clusters Score -7125979 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 52696 members 
Entering Unmasked Estep 
Score: -7125985.500000 Penalty: 3555.394287
	Iteration 83Q: 3 clusters Score -7125986 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 52702 members 
Entering Unmasked Estep 
Score: -7125994.500000 Penalty: 3555.394287
	Iteration 84Q: 3 clusters Score -7125994 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 52708 members 
Entering Unmasked Estep 
Score: -7125999.500000 Penalty: 3555.394287
	Iteration 85Q: 3 clusters Score -7126000 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 52713 members 
Entering Unmasked Estep 
Score: -7125996.000000 Penalty: 3555.394287
	Iteration 86Q: 3 clusters Score -7125996 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 52721 members 
Entering Unmasked Estep 
Score: -7126007.000000 Penalty: 3555.394287
	Iteration 87Q: 3 clusters Score -7126007 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 52732 members 
Entering Unmasked Estep 
Score: -7126004.000000 Penalty: 3555.394287
	Iteration 88Q: 3 clusters Score -7126004 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 52739 members 
Entering Unmasked Estep 
Score: -7125995.000000 Penalty: 3555.394287
	Iteration 89Q: 3 clusters Score -7125995 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 52750 members 
Entering Unmasked Estep 
Score: -7125994.000000 Penalty: 3555.394287
	Iteration 90Q: 3 clusters Score -7125994 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 52756 members 
Entering Unmasked Estep 
Score: -7125992.500000 Penalty: 3555.394287
	Iteration 91Q: 3 clusters Score -7125992 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 52761 members 
Entering Unmasked Estep 
Score: -7125988.000000 Penalty: 3555.394287
	Iteration 92Q: 3 clusters Score -7125988 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 52768 members 
Entering Unmasked Estep 
Score: -7125987.500000 Penalty: 3555.394287
	Iteration 93Q: 3 clusters Score -7125988 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 52774 members 
Entering Unmasked Estep 
Score: -7125992.500000 Penalty: 3555.394287
	Iteration 94Q: 3 clusters Score -7125992 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 52775 members 
Entering Unmasked Estep 
Score: -7125988.500000 Penalty: 3555.394287
	Iteration 95Q: 3 clusters Score -7125988 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 52775 members 
Entering Unmasked Estep 
Score: -7125988.500000 Penalty: 3555.394287
	Iteration 96F: 3 clusters Score -7125988 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (2374 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Entering Unmasked Estep 
Score: -287876.125000 Penalty: 1263.003906
	Iteration 0F: 2 clusters Score -287876.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -285541.093750 Penalty: 2526.007812
	Iteration 0F: 3 clusters Score -285541.1 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -286079.625000 Penalty: 2526.007812
	Iteration 1F: 3 clusters Score -286079.6 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -286233.187500 Penalty: 2526.007812
	Iteration 2F: 3 clusters Score -286233.2 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -286362.343750 Penalty: 2526.007812
	Iteration 3F: 3 clusters Score -286362.3 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -286496.718750 Penalty: 2526.007812
	Iteration 4F: 3 clusters Score -286496.7 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -286619.968750 Penalty: 2526.007812
	Iteration 5F: 3 clusters Score -286620 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -286733.781250 Penalty: 2526.007812
	Iteration 6Q: 3 clusters Score -286733.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -286858.250000 Penalty: 2526.007812
	Iteration 7Q: 3 clusters Score -286858.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -286955.000000 Penalty: 2526.007812
	Iteration 8Q: 3 clusters Score -286955 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -287017.062500 Penalty: 2526.007812
	Iteration 9Q: 3 clusters Score -287017.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -287057.625000 Penalty: 2526.007812
	Iteration 10Q: 3 clusters Score -287057.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -287079.437500 Penalty: 2526.007812
	Iteration 11Q: 3 clusters Score -287079.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -287094.625000 Penalty: 2526.007812
	Iteration 12Q: 3 clusters Score -287094.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -287105.218750 Penalty: 2526.007812
	Iteration 13Q: 3 clusters Score -287105.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -287112.531250 Penalty: 2526.007812
	Iteration 14Q: 3 clusters Score -287112.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -287119.031250 Penalty: 2526.007812
	Iteration 15Q: 3 clusters Score -287119 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -287124.218750 Penalty: 2526.007812
	Iteration 16Q: 3 clusters Score -287124.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -287128.000000 Penalty: 2526.007812
	Iteration 17Q: 3 clusters Score -287128 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -287129.375000 Penalty: 2526.007812
	Iteration 18Q: 3 clusters Score -287129.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -287130.125000 Penalty: 2526.007812
	Iteration 19Q: 3 clusters Score -287130.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -287130.125000 Penalty: 2526.007812
	Iteration 20F: 3 clusters Score -287130.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (11484 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11484 members 
Entering Unmasked Estep 
Score: -1340679.625000 Penalty: 1519.165405
	Iteration 0F: 2 clusters Score -1340680 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5662 members 
Mstep: Class 2 contains 5822 members 
Entering Unmasked Estep 
Score: -1332617.375000 Penalty: 3038.330811
	Iteration 0F: 3 clusters Score -1332617 nChanged 5000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 6180 members 
Entering Unmasked Estep 
Score: -1335695.000000 Penalty: 3038.330811
	Iteration 1F: 3 clusters Score -1335695 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Mstep: Class 2 contains 6397 members 
Entering Unmasked Estep 
Score: -1336339.125000 Penalty: 3038.330811
	Iteration 2F: 3 clusters Score -1336339 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 6636 members 
Entering Unmasked Estep 
Score: -1336906.375000 Penalty: 3038.330811
	Iteration 3F: 3 clusters Score -1336906 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 6896 members 
Entering Unmasked Estep 
Score: -1337330.000000 Penalty: 3038.330811
	Iteration 4F: 3 clusters Score -1337330 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 7115 members 
Entering Unmasked Estep 
Score: -1337629.375000 Penalty: 3038.330811
	Iteration 5F: 3 clusters Score -1337629 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 7308 members 
Entering Unmasked Estep 
Score: -1337821.875000 Penalty: 3038.330811
	Iteration 6Q: 3 clusters Score -1337822 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 7498 members 
Entering Unmasked Estep 
Score: -1337957.500000 Penalty: 3038.330811
	Iteration 7Q: 3 clusters Score -1337958 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 7673 members 
Entering Unmasked Estep 
Score: -1338057.750000 Penalty: 3038.330811
	Iteration 8Q: 3 clusters Score -1338058 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 7862 members 
Entering Unmasked Estep 
Score: -1338144.375000 Penalty: 3038.330811
	Iteration 9Q: 3 clusters Score -1338144 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 8064 members 
Entering Unmasked Estep 
Score: -1338244.500000 Penalty: 3038.330811
	Iteration 10Q: 3 clusters Score -1338244 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 8265 members 
Entering Unmasked Estep 
Score: -1338346.000000 Penalty: 3038.330811
	Iteration 11Q: 3 clusters Score -1338346 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 8465 members 
Entering Unmasked Estep 
Score: -1338449.250000 Penalty: 3038.330811
	Iteration 12Q: 3 clusters Score -1338449 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 8671 members 
Entering Unmasked Estep 
Score: -1338558.625000 Penalty: 3038.330811
	Iteration 13Q: 3 clusters Score -1338559 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 8879 members 
Entering Unmasked Estep 
Score: -1338689.250000 Penalty: 3038.330811
	Iteration 14Q: 3 clusters Score -1338689 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 9091 members 
Entering Unmasked Estep 
Score: -1338812.500000 Penalty: 3038.330811
	Iteration 15Q: 3 clusters Score -1338812 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 9283 members 
Entering Unmasked Estep 
Score: -1338910.750000 Penalty: 3038.330811
	Iteration 16Q: 3 clusters Score -1338911 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 9446 members 
Entering Unmasked Estep 
Score: -1338986.000000 Penalty: 3038.330811
	Iteration 17Q: 3 clusters Score -1338986 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 9567 members 
Entering Unmasked Estep 
Score: -1339050.000000 Penalty: 3038.330811
	Iteration 18Q: 3 clusters Score -1339050 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 9700 members 
Entering Unmasked Estep 
Score: -1339116.250000 Penalty: 3038.330811
	Iteration 19Q: 3 clusters Score -1339116 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 9828 members 
Entering Unmasked Estep 
Score: -1339178.500000 Penalty: 3038.330811
	Iteration 20F: 3 clusters Score -1339178 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 9949 members 
Entering Unmasked Estep 
Score: -1339235.750000 Penalty: 3038.330811
	Iteration 21Q: 3 clusters Score -1339236 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 10043 members 
Entering Unmasked Estep 
Score: -1339273.500000 Penalty: 3038.330811
	Iteration 22Q: 3 clusters Score -1339274 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 10131 members 
Entering Unmasked Estep 
Score: -1339314.750000 Penalty: 3038.330811
	Iteration 23Q: 3 clusters Score -1339315 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 10204 members 
Entering Unmasked Estep 
Score: -1339348.125000 Penalty: 3038.330811
	Iteration 24Q: 3 clusters Score -1339348 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 10270 members 
Entering Unmasked Estep 
Score: -1339373.250000 Penalty: 3038.330811
	Iteration 25Q: 3 clusters Score -1339373 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 10335 members 
Entering Unmasked Estep 
Score: -1339405.625000 Penalty: 3038.330811
	Iteration 26Q: 3 clusters Score -1339406 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 10396 members 
Entering Unmasked Estep 
Score: -1339432.250000 Penalty: 3038.330811
	Iteration 27Q: 3 clusters Score -1339432 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 10452 members 
Entering Unmasked Estep 
Score: -1339461.875000 Penalty: 3038.330811
	Iteration 28Q: 3 clusters Score -1339462 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 10500 members 
Entering Unmasked Estep 
Score: -1339485.000000 Penalty: 3038.330811
	Iteration 29Q: 3 clusters Score -1339485 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 10545 members 
Entering Unmasked Estep 
Score: -1339508.125000 Penalty: 3038.330811
	Iteration 30Q: 3 clusters Score -1339508 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 10585 members 
Entering Unmasked Estep 
Score: -1339523.125000 Penalty: 3038.330811
	Iteration 31Q: 3 clusters Score -1339523 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 10612 members 
Entering Unmasked Estep 
Score: -1339536.750000 Penalty: 3038.330811
	Iteration 32Q: 3 clusters Score -1339537 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 10642 members 
Entering Unmasked Estep 
Score: -1339548.375000 Penalty: 3038.330811
	Iteration 33Q: 3 clusters Score -1339548 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 10667 members 
Entering Unmasked Estep 
Score: -1339557.000000 Penalty: 3038.330811
	Iteration 34Q: 3 clusters Score -1339557 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 10686 members 
Entering Unmasked Estep 
Score: -1339570.250000 Penalty: 3038.330811
	Iteration 35Q: 3 clusters Score -1339570 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 10706 members 
Entering Unmasked Estep 
Score: -1339581.125000 Penalty: 3038.330811
	Iteration 36Q: 3 clusters Score -1339581 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 10717 members 
Entering Unmasked Estep 
Score: -1339588.625000 Penalty: 3038.330811
	Iteration 37Q: 3 clusters Score -1339589 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 10728 members 
Entering Unmasked Estep 
Score: -1339591.375000 Penalty: 3038.330811
	Iteration 38Q: 3 clusters Score -1339591 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 10740 members 
Entering Unmasked Estep 
Score: -1339595.375000 Penalty: 3038.330811
	Iteration 39Q: 3 clusters Score -1339595 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 10747 members 
Entering Unmasked Estep 
Score: -1339596.625000 Penalty: 3038.330811
	Iteration 40F: 3 clusters Score -1339597 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 10754 members 
Entering Unmasked Estep 
Score: -1339601.375000 Penalty: 3038.330811
	Iteration 41Q: 3 clusters Score -1339601 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 10762 members 
Entering Unmasked Estep 
Score: -1339607.500000 Penalty: 3038.330811
	Iteration 42Q: 3 clusters Score -1339608 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 10770 members 
Entering Unmasked Estep 
Score: -1339609.750000 Penalty: 3038.330811
	Iteration 43Q: 3 clusters Score -1339610 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 10777 members 
Entering Unmasked Estep 
Score: -1339612.125000 Penalty: 3038.330811
	Iteration 44Q: 3 clusters Score -1339612 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 10784 members 
Entering Unmasked Estep 
Score: -1339615.500000 Penalty: 3038.330811
	Iteration 45Q: 3 clusters Score -1339616 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 10791 members 
Entering Unmasked Estep 
Score: -1339617.250000 Penalty: 3038.330811
	Iteration 46Q: 3 clusters Score -1339617 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 10797 members 
Entering Unmasked Estep 
Score: -1339618.875000 Penalty: 3038.330811
	Iteration 47Q: 3 clusters Score -1339619 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 10800 members 
Entering Unmasked Estep 
Score: -1339620.750000 Penalty: 3038.330811
	Iteration 48Q: 3 clusters Score -1339621 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 10802 members 
Entering Unmasked Estep 
Score: -1339620.000000 Penalty: 3038.330811
	Iteration 49Q: 3 clusters Score -1339620 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 10805 members 
Entering Unmasked Estep 
Score: -1339621.875000 Penalty: 3038.330811
	Iteration 50Q: 3 clusters Score -1339622 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 10811 members 
Entering Unmasked Estep 
Score: -1339624.625000 Penalty: 3038.330811
	Iteration 51Q: 3 clusters Score -1339625 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 10815 members 
Entering Unmasked Estep 
Score: -1339626.250000 Penalty: 3038.330811
	Iteration 52Q: 3 clusters Score -1339626 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 10818 members 
Entering Unmasked Estep 
Score: -1339630.625000 Penalty: 3038.330811
	Iteration 53Q: 3 clusters Score -1339631 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 10822 members 
Entering Unmasked Estep 
Score: -1339630.750000 Penalty: 3038.330811
	Iteration 54Q: 3 clusters Score -1339631 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 10827 members 
Entering Unmasked Estep 
Score: -1339631.250000 Penalty: 3038.330811
	Iteration 55Q: 3 clusters Score -1339631 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 10830 members 
Entering Unmasked Estep 
Score: -1339635.125000 Penalty: 3038.330811
	Iteration 56Q: 3 clusters Score -1339635 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 10833 members 
Entering Unmasked Estep 
Score: -1339636.125000 Penalty: 3038.330811
	Iteration 57Q: 3 clusters Score -1339636 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 10837 members 
Entering Unmasked Estep 
Score: -1339635.625000 Penalty: 3038.330811
	Iteration 58Q: 3 clusters Score -1339636 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 10838 members 
Entering Unmasked Estep 
Score: -1339636.000000 Penalty: 3038.330811
	Iteration 59Q: 3 clusters Score -1339636 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 10842 members 
Entering Unmasked Estep 
Score: -1339638.625000 Penalty: 3038.330811
	Iteration 60F: 3 clusters Score -1339639 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 10847 members 
Entering Unmasked Estep 
Score: -1339640.875000 Penalty: 3038.330811
	Iteration 61Q: 3 clusters Score -1339641 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 10851 members 
Entering Unmasked Estep 
Score: -1339640.750000 Penalty: 3038.330811
	Iteration 62Q: 3 clusters Score -1339641 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 10855 members 
Entering Unmasked Estep 
Score: -1339643.500000 Penalty: 3038.330811
	Iteration 63Q: 3 clusters Score -1339644 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 10857 members 
Entering Unmasked Estep 
Score: -1339644.875000 Penalty: 3038.330811
	Iteration 64Q: 3 clusters Score -1339645 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 10862 members 
Entering Unmasked Estep 
Score: -1339646.750000 Penalty: 3038.330811
	Iteration 65Q: 3 clusters Score -1339647 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 10867 members 
Entering Unmasked Estep 
Score: -1339648.000000 Penalty: 3038.330811
	Iteration 66Q: 3 clusters Score -1339648 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 10875 members 
Entering Unmasked Estep 
Score: -1339652.625000 Penalty: 3038.330811
	Iteration 67Q: 3 clusters Score -1339653 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 10878 members 
Entering Unmasked Estep 
Score: -1339656.875000 Penalty: 3038.330811
	Iteration 68Q: 3 clusters Score -1339657 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 10885 members 
Entering Unmasked Estep 
Score: -1339663.000000 Penalty: 3038.330811
	Iteration 69Q: 3 clusters Score -1339663 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 10892 members 
Entering Unmasked Estep 
Score: -1339668.625000 Penalty: 3038.330811
	Iteration 70Q: 3 clusters Score -1339669 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 10899 members 
Entering Unmasked Estep 
Score: -1339673.000000 Penalty: 3038.330811
	Iteration 71Q: 3 clusters Score -1339673 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 10902 members 
Entering Unmasked Estep 
Score: -1339673.375000 Penalty: 3038.330811
	Iteration 72Q: 3 clusters Score -1339673 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 10909 members 
Entering Unmasked Estep 
Score: -1339678.125000 Penalty: 3038.330811
	Iteration 73Q: 3 clusters Score -1339678 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 10912 members 
Entering Unmasked Estep 
Score: -1339680.000000 Penalty: 3038.330811
	Iteration 74Q: 3 clusters Score -1339680 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 10914 members 
Entering Unmasked Estep 
Score: -1339680.875000 Penalty: 3038.330811
	Iteration 75Q: 3 clusters Score -1339681 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 10915 members 
Entering Unmasked Estep 
Score: -1339681.000000 Penalty: 3038.330811
	Iteration 76Q: 3 clusters Score -1339681 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 10915 members 
Entering Unmasked Estep 
Score: -1339681.000000 Penalty: 3038.330811
	Iteration 77F: 3 clusters Score -1339681 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (37177 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37177 members 
Entering Unmasked Estep 
Score: -4380364.500000 Penalty: 1710.059814
	Iteration 0F: 2 clusters Score -4380364 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18769 members 
Mstep: Class 2 contains 18408 members 
Entering Unmasked Estep 
Score: -4355608.000000 Penalty: 3420.119629
	Iteration 0F: 3 clusters Score -4355608 nChanged 17187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20332 members 
Mstep: Class 2 contains 16845 members 
Entering Unmasked Estep 
Score: -4365747.000000 Penalty: 3420.119629
	Iteration 1F: 3 clusters Score -4365747 nChanged 2207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21335 members 
Mstep: Class 2 contains 15842 members 
Entering Unmasked Estep 
Score: -4366938.000000 Penalty: 3420.119629
	Iteration 2F: 3 clusters Score -4366938 nChanged 2341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22556 members 
Mstep: Class 2 contains 14621 members 
Entering Unmasked Estep 
Score: -4368234.500000 Penalty: 3420.119629
	Iteration 3F: 3 clusters Score -4368234 nChanged 2283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23973 members 
Mstep: Class 2 contains 13204 members 
Entering Unmasked Estep 
Score: -4369638.500000 Penalty: 3420.119629
	Iteration 4F: 3 clusters Score -4369638 nChanged 2245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25536 members 
Mstep: Class 2 contains 11641 members 
Entering Unmasked Estep 
Score: -4371133.000000 Penalty: 3420.119629
	Iteration 5F: 3 clusters Score -4371133 nChanged 2053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27007 members 
Mstep: Class 2 contains 10170 members 
Entering Unmasked Estep 
Score: -4372561.000000 Penalty: 3420.119629
	Iteration 6F: 3 clusters Score -4372561 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28434 members 
Mstep: Class 2 contains 8743 members 
Entering Unmasked Estep 
Score: -4373968.000000 Penalty: 3420.119629
	Iteration 7F: 3 clusters Score -4373968 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29681 members 
Mstep: Class 2 contains 7496 members 
Entering Unmasked Estep 
Score: -4375133.000000 Penalty: 3420.119629
	Iteration 8Q: 3 clusters Score -4375133 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30685 members 
Mstep: Class 2 contains 6492 members 
Entering Unmasked Estep 
Score: -4376044.000000 Penalty: 3420.119629
	Iteration 9Q: 3 clusters Score -4376044 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31613 members 
Mstep: Class 2 contains 5564 members 
Entering Unmasked Estep 
Score: -4376797.500000 Penalty: 3420.119629
	Iteration 10Q: 3 clusters Score -4376798 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32431 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -4377559.500000 Penalty: 3420.119629
	Iteration 11Q: 3 clusters Score -4377560 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33137 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -4378234.000000 Penalty: 3420.119629
	Iteration 12Q: 3 clusters Score -4378234 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33670 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -4378778.500000 Penalty: 3420.119629
	Iteration 13Q: 3 clusters Score -4378778 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34076 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -4379208.500000 Penalty: 3420.119629
	Iteration 14Q: 3 clusters Score -4379208 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34399 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -4379509.000000 Penalty: 3420.119629
	Iteration 15Q: 3 clusters Score -4379509 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34611 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -4379685.500000 Penalty: 3420.119629
	Iteration 16Q: 3 clusters Score -4379686 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34772 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -4379809.000000 Penalty: 3420.119629
	Iteration 17Q: 3 clusters Score -4379809 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34903 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -4379882.500000 Penalty: 3420.119629
	Iteration 18Q: 3 clusters Score -4379882 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34989 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -4379929.000000 Penalty: 3420.119629
	Iteration 19Q: 3 clusters Score -4379929 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35074 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -4379970.000000 Penalty: 3420.119629
	Iteration 20F: 3 clusters Score -4379970 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35122 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -4380001.500000 Penalty: 3420.119629
	Iteration 21Q: 3 clusters Score -4380002 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35170 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -4380016.500000 Penalty: 3420.119629
	Iteration 22Q: 3 clusters Score -4380016 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35204 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -4380029.000000 Penalty: 3420.119629
	Iteration 23Q: 3 clusters Score -4380029 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35228 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -4380038.500000 Penalty: 3420.119629
	Iteration 24Q: 3 clusters Score -4380038 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35256 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -4380052.500000 Penalty: 3420.119629
	Iteration 25Q: 3 clusters Score -4380052 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35288 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -4380054.000000 Penalty: 3420.119629
	Iteration 26Q: 3 clusters Score -4380054 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35303 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -4380058.500000 Penalty: 3420.119629
	Iteration 27Q: 3 clusters Score -4380058 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35320 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -4380062.500000 Penalty: 3420.119629
	Iteration 28Q: 3 clusters Score -4380062 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35330 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -4380068.500000 Penalty: 3420.119629
	Iteration 29Q: 3 clusters Score -4380068 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35341 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -4380068.000000 Penalty: 3420.119629
	Iteration 30Q: 3 clusters Score -4380068 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35351 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -4380080.000000 Penalty: 3420.119629
	Iteration 31Q: 3 clusters Score -4380080 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35364 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -4380082.000000 Penalty: 3420.119629
	Iteration 32Q: 3 clusters Score -4380082 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35383 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -4380087.500000 Penalty: 3420.119629
	Iteration 33Q: 3 clusters Score -4380088 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35404 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -4380096.000000 Penalty: 3420.119629
	Iteration 34Q: 3 clusters Score -4380096 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35417 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -4380103.500000 Penalty: 3420.119629
	Iteration 35Q: 3 clusters Score -4380104 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35428 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -4380104.500000 Penalty: 3420.119629
	Iteration 36Q: 3 clusters Score -4380104 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35435 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -4380109.500000 Penalty: 3420.119629
	Iteration 37Q: 3 clusters Score -4380110 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35443 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -4380107.500000 Penalty: 3420.119629
	Iteration 38Q: 3 clusters Score -4380108 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35446 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -4380111.500000 Penalty: 3420.119629
	Iteration 39Q: 3 clusters Score -4380112 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35456 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -4380117.000000 Penalty: 3420.119629
	Iteration 40F: 3 clusters Score -4380117 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35462 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -4380122.500000 Penalty: 3420.119629
	Iteration 41Q: 3 clusters Score -4380122 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35464 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -4380123.500000 Penalty: 3420.119629
	Iteration 42Q: 3 clusters Score -4380124 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35465 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -4380124.500000 Penalty: 3420.119629
	Iteration 43Q: 3 clusters Score -4380124 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35468 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -4380126.500000 Penalty: 3420.119629
	Iteration 44Q: 3 clusters Score -4380126 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35469 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -4380127.000000 Penalty: 3420.119629
	Iteration 45Q: 3 clusters Score -4380127 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35469 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -4380127.000000 Penalty: 3420.119629
	Iteration 46F: 3 clusters Score -4380127 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (8069 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8069 members 
Entering Unmasked Estep 
Score: -1018719.625000 Penalty: 1461.815063
	Iteration 0F: 2 clusters Score -1018720 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -1012757.062500 Penalty: 2923.630127
	Iteration 0F: 3 clusters Score -1012757 nChanged 3501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -1014606.125000 Penalty: 2923.630127
	Iteration 1F: 3 clusters Score -1014606 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -1014852.562500 Penalty: 2923.630127
	Iteration 2F: 3 clusters Score -1014853 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -1015065.937500 Penalty: 2923.630127
	Iteration 3F: 3 clusters Score -1015066 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 4954 members 
Entering Unmasked Estep 
Score: -1015299.812500 Penalty: 2923.630127
	Iteration 4F: 3 clusters Score -1015300 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 5261 members 
Entering Unmasked Estep 
Score: -1015552.375000 Penalty: 2923.630127
	Iteration 5F: 3 clusters Score -1015552 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 5572 members 
Entering Unmasked Estep 
Score: -1015816.562500 Penalty: 2923.630127
	Iteration 6Q: 3 clusters Score -1015817 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 5878 members 
Entering Unmasked Estep 
Score: -1016062.312500 Penalty: 2923.630127
	Iteration 7Q: 3 clusters Score -1016062 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 6157 members 
Entering Unmasked Estep 
Score: -1016298.875000 Penalty: 2923.630127
	Iteration 8Q: 3 clusters Score -1016299 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 6412 members 
Entering Unmasked Estep 
Score: -1016508.500000 Penalty: 2923.630127
	Iteration 9Q: 3 clusters Score -1016508 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 6635 members 
Entering Unmasked Estep 
Score: -1016686.687500 Penalty: 2923.630127
	Iteration 10Q: 3 clusters Score -1016687 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 6814 members 
Entering Unmasked Estep 
Score: -1016821.875000 Penalty: 2923.630127
	Iteration 11Q: 3 clusters Score -1016822 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 6943 members 
Entering Unmasked Estep 
Score: -1016927.375000 Penalty: 2923.630127
	Iteration 12Q: 3 clusters Score -1016927 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 7052 members 
Entering Unmasked Estep 
Score: -1017022.187500 Penalty: 2923.630127
	Iteration 13Q: 3 clusters Score -1017022 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 7137 members 
Entering Unmasked Estep 
Score: -1017100.937500 Penalty: 2923.630127
	Iteration 14Q: 3 clusters Score -1017101 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 7209 members 
Entering Unmasked Estep 
Score: -1017167.000000 Penalty: 2923.630127
	Iteration 15Q: 3 clusters Score -1017167 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 7260 members 
Entering Unmasked Estep 
Score: -1017224.937500 Penalty: 2923.630127
	Iteration 16Q: 3 clusters Score -1017225 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 7313 members 
Entering Unmasked Estep 
Score: -1017266.937500 Penalty: 2923.630127
	Iteration 17Q: 3 clusters Score -1017267 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 7336 members 
Entering Unmasked Estep 
Score: -1017285.937500 Penalty: 2923.630127
	Iteration 18Q: 3 clusters Score -1017286 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 7358 members 
Entering Unmasked Estep 
Score: -1017299.375000 Penalty: 2923.630127
	Iteration 19Q: 3 clusters Score -1017299 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 7373 members 
Entering Unmasked Estep 
Score: -1017304.562500 Penalty: 2923.630127
	Iteration 20F: 3 clusters Score -1017305 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 7380 members 
Entering Unmasked Estep 
Score: -1017308.562500 Penalty: 2923.630127
	Iteration 21Q: 3 clusters Score -1017309 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 7390 members 
Entering Unmasked Estep 
Score: -1017316.000000 Penalty: 2923.630127
	Iteration 22Q: 3 clusters Score -1017316 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 7401 members 
Entering Unmasked Estep 
Score: -1017321.062500 Penalty: 2923.630127
	Iteration 23Q: 3 clusters Score -1017321 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 7407 members 
Entering Unmasked Estep 
Score: -1017323.187500 Penalty: 2923.630127
	Iteration 24Q: 3 clusters Score -1017323 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 7411 members 
Entering Unmasked Estep 
Score: -1017325.062500 Penalty: 2923.630127
	Iteration 25Q: 3 clusters Score -1017325 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 7417 members 
Entering Unmasked Estep 
Score: -1017327.500000 Penalty: 2923.630127
	Iteration 26Q: 3 clusters Score -1017328 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 7425 members 
Entering Unmasked Estep 
Score: -1017331.187500 Penalty: 2923.630127
	Iteration 27Q: 3 clusters Score -1017331 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 7432 members 
Entering Unmasked Estep 
Score: -1017335.812500 Penalty: 2923.630127
	Iteration 28Q: 3 clusters Score -1017336 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 7438 members 
Entering Unmasked Estep 
Score: -1017337.750000 Penalty: 2923.630127
	Iteration 29Q: 3 clusters Score -1017338 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 7444 members 
Entering Unmasked Estep 
Score: -1017342.250000 Penalty: 2923.630127
	Iteration 30Q: 3 clusters Score -1017342 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 7454 members 
Entering Unmasked Estep 
Score: -1017346.000000 Penalty: 2923.630127
	Iteration 31Q: 3 clusters Score -1017346 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 7462 members 
Entering Unmasked Estep 
Score: -1017348.687500 Penalty: 2923.630127
	Iteration 32Q: 3 clusters Score -1017349 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 7468 members 
Entering Unmasked Estep 
Score: -1017352.937500 Penalty: 2923.630127
	Iteration 33Q: 3 clusters Score -1017353 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 7471 members 
Entering Unmasked Estep 
Score: -1017355.625000 Penalty: 2923.630127
	Iteration 34Q: 3 clusters Score -1017356 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 7475 members 
Entering Unmasked Estep 
Score: -1017355.187500 Penalty: 2923.630127
	Iteration 35Q: 3 clusters Score -1017355 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 7481 members 
Entering Unmasked Estep 
Score: -1017361.187500 Penalty: 2923.630127
	Iteration 36Q: 3 clusters Score -1017361 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 7487 members 
Entering Unmasked Estep 
Score: -1017364.875000 Penalty: 2923.630127
	Iteration 37Q: 3 clusters Score -1017365 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 7492 members 
Entering Unmasked Estep 
Score: -1017369.750000 Penalty: 2923.630127
	Iteration 38Q: 3 clusters Score -1017370 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 7501 members 
Entering Unmasked Estep 
Score: -1017376.125000 Penalty: 2923.630127
	Iteration 39Q: 3 clusters Score -1017376 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 7509 members 
Entering Unmasked Estep 
Score: -1017380.000000 Penalty: 2923.630127
	Iteration 40F: 3 clusters Score -1017380 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 7516 members 
Entering Unmasked Estep 
Score: -1017382.625000 Penalty: 2923.630127
	Iteration 41Q: 3 clusters Score -1017383 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 7527 members 
Entering Unmasked Estep 
Score: -1017388.375000 Penalty: 2923.630127
	Iteration 42Q: 3 clusters Score -1017388 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 7536 members 
Entering Unmasked Estep 
Score: -1017393.375000 Penalty: 2923.630127
	Iteration 43Q: 3 clusters Score -1017393 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 7547 members 
Entering Unmasked Estep 
Score: -1017397.437500 Penalty: 2923.630127
	Iteration 44Q: 3 clusters Score -1017397 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 7553 members 
Entering Unmasked Estep 
Score: -1017400.875000 Penalty: 2923.630127
	Iteration 45Q: 3 clusters Score -1017401 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 7556 members 
Entering Unmasked Estep 
Score: -1017403.437500 Penalty: 2923.630127
	Iteration 46Q: 3 clusters Score -1017403 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 7556 members 
Entering Unmasked Estep 
Score: -1017403.437500 Penalty: 2923.630127
	Iteration 47F: 3 clusters Score -1017403 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (12596 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12596 members 
Entering Unmasked Estep 
Score: -1605717.375000 Penalty: 1534.184326
	Iteration 0F: 2 clusters Score -1605717 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6248 members 
Mstep: Class 2 contains 6348 members 
Entering Unmasked Estep 
Score: -1596874.000000 Penalty: 3068.368652
	Iteration 0F: 3 clusters Score -1596874 nChanged 5491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5855 members 
Mstep: Class 2 contains 6741 members 
Entering Unmasked Estep 
Score: -1599943.375000 Penalty: 3068.368652
	Iteration 1F: 3 clusters Score -1599943 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5609 members 
Mstep: Class 2 contains 6987 members 
Entering Unmasked Estep 
Score: -1600242.875000 Penalty: 3068.368652
	Iteration 2F: 3 clusters Score -1600243 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5292 members 
Mstep: Class 2 contains 7304 members 
Entering Unmasked Estep 
Score: -1600531.250000 Penalty: 3068.368652
	Iteration 3F: 3 clusters Score -1600531 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 7711 members 
Entering Unmasked Estep 
Score: -1600850.000000 Penalty: 3068.368652
	Iteration 4F: 3 clusters Score -1600850 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 8219 members 
Entering Unmasked Estep 
Score: -1601214.750000 Penalty: 3068.368652
	Iteration 5F: 3 clusters Score -1601215 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 8843 members 
Entering Unmasked Estep 
Score: -1601682.625000 Penalty: 3068.368652
	Iteration 6F: 3 clusters Score -1601683 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 9529 members 
Entering Unmasked Estep 
Score: -1602201.625000 Penalty: 3068.368652
	Iteration 7F: 3 clusters Score -1602202 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 10185 members 
Entering Unmasked Estep 
Score: -1602711.125000 Penalty: 3068.368652
	Iteration 8F: 3 clusters Score -1602711 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 10772 members 
Entering Unmasked Estep 
Score: -1603189.250000 Penalty: 3068.368652
	Iteration 9Q: 3 clusters Score -1603189 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 11235 members 
Entering Unmasked Estep 
Score: -1603571.625000 Penalty: 3068.368652
	Iteration 10Q: 3 clusters Score -1603572 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 11579 members 
Entering Unmasked Estep 
Score: -1603866.750000 Penalty: 3068.368652
	Iteration 11Q: 3 clusters Score -1603867 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 11812 members 
Entering Unmasked Estep 
Score: -1604085.875000 Penalty: 3068.368652
	Iteration 12Q: 3 clusters Score -1604086 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 11976 members 
Entering Unmasked Estep 
Score: -1604267.125000 Penalty: 3068.368652
	Iteration 13Q: 3 clusters Score -1604267 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 12056 members 
Entering Unmasked Estep 
Score: -1604349.750000 Penalty: 3068.368652
	Iteration 14Q: 3 clusters Score -1604350 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 12113 members 
Entering Unmasked Estep 
Score: -1604406.750000 Penalty: 3068.368652
	Iteration 15Q: 3 clusters Score -1604407 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 12147 members 
Entering Unmasked Estep 
Score: -1604442.375000 Penalty: 3068.368652
	Iteration 16Q: 3 clusters Score -1604442 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 12168 members 
Entering Unmasked Estep 
Score: -1604459.875000 Penalty: 3068.368652
	Iteration 17Q: 3 clusters Score -1604460 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 12184 members 
Entering Unmasked Estep 
Score: -1604477.125000 Penalty: 3068.368652
	Iteration 18Q: 3 clusters Score -1604477 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 12193 members 
Entering Unmasked Estep 
Score: -1604484.625000 Penalty: 3068.368652
	Iteration 19Q: 3 clusters Score -1604485 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 12201 members 
Entering Unmasked Estep 
Score: -1604489.625000 Penalty: 3068.368652
	Iteration 20F: 3 clusters Score -1604490 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 12208 members 
Entering Unmasked Estep 
Score: -1604494.875000 Penalty: 3068.368652
	Iteration 21Q: 3 clusters Score -1604495 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 12214 members 
Entering Unmasked Estep 
Score: -1604501.250000 Penalty: 3068.368652
	Iteration 22Q: 3 clusters Score -1604501 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 12215 members 
Entering Unmasked Estep 
Score: -1604503.750000 Penalty: 3068.368652
	Iteration 23Q: 3 clusters Score -1604504 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 12219 members 
Entering Unmasked Estep 
Score: -1604506.125000 Penalty: 3068.368652
	Iteration 24Q: 3 clusters Score -1604506 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 12226 members 
Entering Unmasked Estep 
Score: -1604510.625000 Penalty: 3068.368652
	Iteration 25Q: 3 clusters Score -1604511 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 12228 members 
Entering Unmasked Estep 
Score: -1604510.750000 Penalty: 3068.368652
	Iteration 26Q: 3 clusters Score -1604511 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 12229 members 
Entering Unmasked Estep 
Score: -1604510.125000 Penalty: 3068.368652
	Iteration 27Q: 3 clusters Score -1604510 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 12229 members 
Entering Unmasked Estep 
Score: -1604510.125000 Penalty: 3068.368652
	Iteration 28F: 3 clusters Score -1604510 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (3059 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Entering Unmasked Estep 
Score: -364590.125000 Penalty: 1304.199585
	Iteration 0F: 2 clusters Score -364590.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -361863.875000 Penalty: 2608.399170
	Iteration 0F: 3 clusters Score -361863.9 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -362657.625000 Penalty: 2608.399170
	Iteration 1F: 3 clusters Score -362657.6 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -362919.968750 Penalty: 2608.399170
	Iteration 2F: 3 clusters Score -362920 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -363101.062500 Penalty: 2608.399170
	Iteration 3F: 3 clusters Score -363101.1 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -363218.968750 Penalty: 2608.399170
	Iteration 4F: 3 clusters Score -363219 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -363321.906250 Penalty: 2608.399170
	Iteration 5Q: 3 clusters Score -363321.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -363408.343750 Penalty: 2608.399170
	Iteration 6Q: 3 clusters Score -363408.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -363475.406250 Penalty: 2608.399170
	Iteration 7Q: 3 clusters Score -363475.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -363539.375000 Penalty: 2608.399170
	Iteration 8Q: 3 clusters Score -363539.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -363604.968750 Penalty: 2608.399170
	Iteration 9Q: 3 clusters Score -363605 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -363651.750000 Penalty: 2608.399170
	Iteration 10Q: 3 clusters Score -363651.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -363691.718750 Penalty: 2608.399170
	Iteration 11Q: 3 clusters Score -363691.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -363722.687500 Penalty: 2608.399170
	Iteration 12Q: 3 clusters Score -363722.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -363741.843750 Penalty: 2608.399170
	Iteration 13Q: 3 clusters Score -363741.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -363758.218750 Penalty: 2608.399170
	Iteration 14Q: 3 clusters Score -363758.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -363774.031250 Penalty: 2608.399170
	Iteration 15Q: 3 clusters Score -363774 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -363785.906250 Penalty: 2608.399170
	Iteration 16Q: 3 clusters Score -363785.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -363797.250000 Penalty: 2608.399170
	Iteration 17Q: 3 clusters Score -363797.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -363802.843750 Penalty: 2608.399170
	Iteration 18Q: 3 clusters Score -363802.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -363806.187500 Penalty: 2608.399170
	Iteration 19Q: 3 clusters Score -363806.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -363807.468750 Penalty: 2608.399170
	Iteration 20F: 3 clusters Score -363807.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -363810.281250 Penalty: 2608.399170
	Iteration 21Q: 3 clusters Score -363810.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -363810.718750 Penalty: 2608.399170
	Iteration 22Q: 3 clusters Score -363810.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -363811.875000 Penalty: 2608.399170
	Iteration 23Q: 3 clusters Score -363811.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -363811.875000 Penalty: 2608.399170
	Iteration 24F: 3 clusters Score -363811.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (39547 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39547 members 
Entering Unmasked Estep 
Score: -5002935.500000 Penalty: 1720.102295
	Iteration 0F: 2 clusters Score -5002936 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19657 members 
Mstep: Class 2 contains 19890 members 
Entering Unmasked Estep 
Score: -4976439.500000 Penalty: 3440.204590
	Iteration 0F: 3 clusters Score -4976440 nChanged 18387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18666 members 
Mstep: Class 2 contains 20881 members 
Entering Unmasked Estep 
Score: -4987008.000000 Penalty: 3440.204590
	Iteration 1F: 3 clusters Score -4987008 nChanged 1836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17952 members 
Mstep: Class 2 contains 21595 members 
Entering Unmasked Estep 
Score: -4987666.500000 Penalty: 3440.204590
	Iteration 2Q: 3 clusters Score -4987666 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16990 members 
Mstep: Class 2 contains 22557 members 
Entering Unmasked Estep 
Score: -4988396.000000 Penalty: 3440.204590
	Iteration 3Q: 3 clusters Score -4988396 nChanged 1984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15712 members 
Mstep: Class 2 contains 23835 members 
Entering Unmasked Estep 
Score: -4989365.000000 Penalty: 3440.204590
	Iteration 4F: 3 clusters Score -4989365 nChanged 2232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13990 members 
Mstep: Class 2 contains 25557 members 
Entering Unmasked Estep 
Score: -4990650.500000 Penalty: 3440.204590
	Iteration 5F: 3 clusters Score -4990650 nChanged 2515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11809 members 
Mstep: Class 2 contains 27738 members 
Entering Unmasked Estep 
Score: -4992306.500000 Penalty: 3440.204590
	Iteration 6F: 3 clusters Score -4992306 nChanged 2618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9403 members 
Mstep: Class 2 contains 30144 members 
Entering Unmasked Estep 
Score: -4994295.500000 Penalty: 3440.204590
	Iteration 7F: 3 clusters Score -4994296 nChanged 2369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7158 members 
Mstep: Class 2 contains 32389 members 
Entering Unmasked Estep 
Score: -4996313.500000 Penalty: 3440.204590
	Iteration 8F: 3 clusters Score -4996314 nChanged 1836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5408 members 
Mstep: Class 2 contains 34139 members 
Entering Unmasked Estep 
Score: -4997923.000000 Penalty: 3440.204590
	Iteration 9Q: 3 clusters Score -4997923 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 35421 members 
Entering Unmasked Estep 
Score: -4999182.000000 Penalty: 3440.204590
	Iteration 10Q: 3 clusters Score -4999182 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 36222 members 
Entering Unmasked Estep 
Score: -5000073.000000 Penalty: 3440.204590
	Iteration 11Q: 3 clusters Score -5000073 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 36713 members 
Entering Unmasked Estep 
Score: -5000665.500000 Penalty: 3440.204590
	Iteration 12Q: 3 clusters Score -5000666 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 37021 members 
Entering Unmasked Estep 
Score: -5000948.500000 Penalty: 3440.204590
	Iteration 13Q: 3 clusters Score -5000948 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 37215 members 
Entering Unmasked Estep 
Score: -5001111.000000 Penalty: 3440.204590
	Iteration 14Q: 3 clusters Score -5001111 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 37366 members 
Entering Unmasked Estep 
Score: -5001206.000000 Penalty: 3440.204590
	Iteration 15Q: 3 clusters Score -5001206 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 37488 members 
Entering Unmasked Estep 
Score: -5001263.000000 Penalty: 3440.204590
	Iteration 16Q: 3 clusters Score -5001263 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 37604 members 
Entering Unmasked Estep 
Score: -5001318.500000 Penalty: 3440.204590
	Iteration 17Q: 3 clusters Score -5001318 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 37688 members 
Entering Unmasked Estep 
Score: -5001357.500000 Penalty: 3440.204590
	Iteration 18Q: 3 clusters Score -5001358 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 37750 members 
Entering Unmasked Estep 
Score: -5001384.000000 Penalty: 3440.204590
	Iteration 19Q: 3 clusters Score -5001384 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 37815 members 
Entering Unmasked Estep 
Score: -5001411.000000 Penalty: 3440.204590
	Iteration 20F: 3 clusters Score -5001411 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 37856 members 
Entering Unmasked Estep 
Score: -5001423.000000 Penalty: 3440.204590
	Iteration 21Q: 3 clusters Score -5001423 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 37896 members 
Entering Unmasked Estep 
Score: -5001431.500000 Penalty: 3440.204590
	Iteration 22Q: 3 clusters Score -5001432 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 37924 members 
Entering Unmasked Estep 
Score: -5001429.500000 Penalty: 3440.204590
	Iteration 23Q: 3 clusters Score -5001430 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 37954 members 
Entering Unmasked Estep 
Score: -5001446.500000 Penalty: 3440.204590
	Iteration 24Q: 3 clusters Score -5001446 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 37982 members 
Entering Unmasked Estep 
Score: -5001453.500000 Penalty: 3440.204590
	Iteration 25Q: 3 clusters Score -5001454 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 38012 members 
Entering Unmasked Estep 
Score: -5001463.500000 Penalty: 3440.204590
	Iteration 26Q: 3 clusters Score -5001464 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 38042 members 
Entering Unmasked Estep 
Score: -5001476.000000 Penalty: 3440.204590
	Iteration 27Q: 3 clusters Score -5001476 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 38072 members 
Entering Unmasked Estep 
Score: -5001488.000000 Penalty: 3440.204590
	Iteration 28Q: 3 clusters Score -5001488 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 38090 members 
Entering Unmasked Estep 
Score: -5001493.500000 Penalty: 3440.204590
	Iteration 29Q: 3 clusters Score -5001494 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 38110 members 
Entering Unmasked Estep 
Score: -5001497.000000 Penalty: 3440.204590
	Iteration 30Q: 3 clusters Score -5001497 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 38135 members 
Entering Unmasked Estep 
Score: -5001502.500000 Penalty: 3440.204590
	Iteration 31Q: 3 clusters Score -5001502 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 38156 members 
Entering Unmasked Estep 
Score: -5001511.000000 Penalty: 3440.204590
	Iteration 32Q: 3 clusters Score -5001511 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 38176 members 
Entering Unmasked Estep 
Score: -5001521.500000 Penalty: 3440.204590
	Iteration 33Q: 3 clusters Score -5001522 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 38197 members 
Entering Unmasked Estep 
Score: -5001524.000000 Penalty: 3440.204590
	Iteration 34Q: 3 clusters Score -5001524 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 38220 members 
Entering Unmasked Estep 
Score: -5001530.000000 Penalty: 3440.204590
	Iteration 35Q: 3 clusters Score -5001530 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 38246 members 
Entering Unmasked Estep 
Score: -5001529.500000 Penalty: 3440.204590
	Iteration 36Q: 3 clusters Score -5001530 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 38268 members 
Entering Unmasked Estep 
Score: -5001546.500000 Penalty: 3440.204590
	Iteration 37Q: 3 clusters Score -5001546 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 38288 members 
Entering Unmasked Estep 
Score: -5001552.000000 Penalty: 3440.204590
	Iteration 38Q: 3 clusters Score -5001552 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 38310 members 
Entering Unmasked Estep 
Score: -5001565.000000 Penalty: 3440.204590
	Iteration 39Q: 3 clusters Score -5001565 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 38327 members 
Entering Unmasked Estep 
Score: -5001564.500000 Penalty: 3440.204590
	Iteration 40F: 3 clusters Score -5001564 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 38346 members 
Entering Unmasked Estep 
Score: -5001574.500000 Penalty: 3440.204590
	Iteration 41Q: 3 clusters Score -5001574 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 38362 members 
Entering Unmasked Estep 
Score: -5001576.000000 Penalty: 3440.204590
	Iteration 42Q: 3 clusters Score -5001576 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 38378 members 
Entering Unmasked Estep 
Score: -5001584.000000 Penalty: 3440.204590
	Iteration 43Q: 3 clusters Score -5001584 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 38386 members 
Entering Unmasked Estep 
Score: -5001588.000000 Penalty: 3440.204590
	Iteration 44Q: 3 clusters Score -5001588 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 38392 members 
Entering Unmasked Estep 
Score: -5001591.500000 Penalty: 3440.204590
	Iteration 45Q: 3 clusters Score -5001592 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 38396 members 
Entering Unmasked Estep 
Score: -5001594.000000 Penalty: 3440.204590
	Iteration 46Q: 3 clusters Score -5001594 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 38398 members 
Entering Unmasked Estep 
Score: -5001594.000000 Penalty: 3440.204590
	Iteration 47Q: 3 clusters Score -5001594 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 38399 members 
Entering Unmasked Estep 
Score: -5001593.000000 Penalty: 3440.204590
	Iteration 48Q: 3 clusters Score -5001593 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 38401 members 
Entering Unmasked Estep 
Score: -5001593.000000 Penalty: 3440.204590
	Iteration 49Q: 3 clusters Score -5001593 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 38404 members 
Entering Unmasked Estep 
Score: -5001589.000000 Penalty: 3440.204590
	Iteration 50Q: 3 clusters Score -5001589 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 38407 members 
Entering Unmasked Estep 
Score: -5001586.500000 Penalty: 3440.204590
	Iteration 51Q: 3 clusters Score -5001586 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 38408 members 
Entering Unmasked Estep 
Score: -5001592.500000 Penalty: 3440.204590
	Iteration 52Q: 3 clusters Score -5001592 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 38409 members 
Entering Unmasked Estep 
Score: -5001594.500000 Penalty: 3440.204590
	Iteration 53Q: 3 clusters Score -5001594 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 38409 members 
Entering Unmasked Estep 
Score: -5001594.500000 Penalty: 3440.204590
	Iteration 54F: 3 clusters Score -5001594 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (9323 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9323 members 
Entering Unmasked Estep 
Score: -1247602.375000 Penalty: 1485.288940
	Iteration 0F: 2 clusters Score -1247602 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -1240862.250000 Penalty: 2970.577881
	Iteration 0F: 3 clusters Score -1240862 nChanged 3926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -1242872.000000 Penalty: 2970.577881
	Iteration 1F: 3 clusters Score -1242872 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -1243039.625000 Penalty: 2970.577881
	Iteration 2F: 3 clusters Score -1243040 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -1243157.750000 Penalty: 2970.577881
	Iteration 3Q: 3 clusters Score -1243158 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -1243255.875000 Penalty: 2970.577881
	Iteration 4Q: 3 clusters Score -1243256 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -1243318.125000 Penalty: 2970.577881
	Iteration 5Q: 3 clusters Score -1243318 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -1243366.250000 Penalty: 2970.577881
	Iteration 6Q: 3 clusters Score -1243366 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -1243400.750000 Penalty: 2970.577881
	Iteration 7Q: 3 clusters Score -1243401 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5164 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -1243443.125000 Penalty: 2970.577881
	Iteration 8Q: 3 clusters Score -1243443 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5241 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -1243494.250000 Penalty: 2970.577881
	Iteration 9Q: 3 clusters Score -1243494 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -1243539.625000 Penalty: 2970.577881
	Iteration 10Q: 3 clusters Score -1243540 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5467 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -1243599.125000 Penalty: 2970.577881
	Iteration 11Q: 3 clusters Score -1243599 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5635 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -1243667.750000 Penalty: 2970.577881
	Iteration 12Q: 3 clusters Score -1243668 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5819 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -1243749.125000 Penalty: 2970.577881
	Iteration 13Q: 3 clusters Score -1243749 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6028 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -1243837.500000 Penalty: 2970.577881
	Iteration 14Q: 3 clusters Score -1243838 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6283 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -1243960.000000 Penalty: 2970.577881
	Iteration 15Q: 3 clusters Score -1243960 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6589 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -1244122.750000 Penalty: 2970.577881
	Iteration 16Q: 3 clusters Score -1244123 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6965 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -1244376.625000 Penalty: 2970.577881
	Iteration 17Q: 3 clusters Score -1244377 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7398 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -1244702.875000 Penalty: 2970.577881
	Iteration 18Q: 3 clusters Score -1244703 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7853 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -1245092.625000 Penalty: 2970.577881
	Iteration 19Q: 3 clusters Score -1245093 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8237 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -1245439.750000 Penalty: 2970.577881
	Iteration 20F: 3 clusters Score -1245440 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8529 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -1245719.750000 Penalty: 2970.577881
	Iteration 21Q: 3 clusters Score -1245720 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8727 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -1245909.875000 Penalty: 2970.577881
	Iteration 22Q: 3 clusters Score -1245910 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8837 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -1246025.625000 Penalty: 2970.577881
	Iteration 23Q: 3 clusters Score -1246026 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8914 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -1246112.375000 Penalty: 2970.577881
	Iteration 24Q: 3 clusters Score -1246112 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8961 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -1246168.375000 Penalty: 2970.577881
	Iteration 25Q: 3 clusters Score -1246168 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8991 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -1246194.000000 Penalty: 2970.577881
	Iteration 26Q: 3 clusters Score -1246194 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9013 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -1246220.375000 Penalty: 2970.577881
	Iteration 27Q: 3 clusters Score -1246220 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9024 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -1246229.875000 Penalty: 2970.577881
	Iteration 28Q: 3 clusters Score -1246230 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9028 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -1246234.000000 Penalty: 2970.577881
	Iteration 29Q: 3 clusters Score -1246234 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9032 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -1246234.000000 Penalty: 2970.577881
	Iteration 30Q: 3 clusters Score -1246234 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9033 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -1246235.875000 Penalty: 2970.577881
	Iteration 31Q: 3 clusters Score -1246236 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9034 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -1246237.000000 Penalty: 2970.577881
	Iteration 32Q: 3 clusters Score -1246237 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9034 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -1246237.000000 Penalty: 2970.577881
	Iteration 33F: 3 clusters Score -1246237 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (4115 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Entering Unmasked Estep 
Score: -501411.312500 Penalty: 1352.389038
	Iteration 0F: 2 clusters Score -501411.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -498008.531250 Penalty: 2704.778076
	Iteration 0F: 3 clusters Score -498008.5 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -498907.281250 Penalty: 2704.778076
	Iteration 1F: 3 clusters Score -498907.3 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -499084.375000 Penalty: 2704.778076
	Iteration 2F: 3 clusters Score -499084.4 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -499181.906250 Penalty: 2704.778076
	Iteration 3Q: 3 clusters Score -499181.9 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -499254.250000 Penalty: 2704.778076
	Iteration 4Q: 3 clusters Score -499254.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -499314.062500 Penalty: 2704.778076
	Iteration 5Q: 3 clusters Score -499314.1 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -499386.406250 Penalty: 2704.778076
	Iteration 6Q: 3 clusters Score -499386.4 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -499467.843750 Penalty: 2704.778076
	Iteration 7Q: 3 clusters Score -499467.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -499545.156250 Penalty: 2704.778076
	Iteration 8Q: 3 clusters Score -499545.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -499612.750000 Penalty: 2704.778076
	Iteration 9Q: 3 clusters Score -499612.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -499682.875000 Penalty: 2704.778076
	Iteration 10Q: 3 clusters Score -499682.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -499763.406250 Penalty: 2704.778076
	Iteration 11Q: 3 clusters Score -499763.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -499837.812500 Penalty: 2704.778076
	Iteration 12Q: 3 clusters Score -499837.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -499897.718750 Penalty: 2704.778076
	Iteration 13Q: 3 clusters Score -499897.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -499952.250000 Penalty: 2704.778076
	Iteration 14Q: 3 clusters Score -499952.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -499997.281250 Penalty: 2704.778076
	Iteration 15Q: 3 clusters Score -499997.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -500032.500000 Penalty: 2704.778076
	Iteration 16Q: 3 clusters Score -500032.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -500076.093750 Penalty: 2704.778076
	Iteration 17Q: 3 clusters Score -500076.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -500122.343750 Penalty: 2704.778076
	Iteration 18Q: 3 clusters Score -500122.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -500168.312500 Penalty: 2704.778076
	Iteration 19Q: 3 clusters Score -500168.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -500214.218750 Penalty: 2704.778076
	Iteration 20F: 3 clusters Score -500214.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -500249.875000 Penalty: 2704.778076
	Iteration 21Q: 3 clusters Score -500249.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -500268.343750 Penalty: 2704.778076
	Iteration 22Q: 3 clusters Score -500268.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -500280.593750 Penalty: 2704.778076
	Iteration 23Q: 3 clusters Score -500280.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -500286.843750 Penalty: 2704.778076
	Iteration 24Q: 3 clusters Score -500286.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -500296.562500 Penalty: 2704.778076
	Iteration 25Q: 3 clusters Score -500296.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -500301.593750 Penalty: 2704.778076
	Iteration 26Q: 3 clusters Score -500301.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -500308.218750 Penalty: 2704.778076
	Iteration 27Q: 3 clusters Score -500308.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -500312.750000 Penalty: 2704.778076
	Iteration 28Q: 3 clusters Score -500312.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -500319.000000 Penalty: 2704.778076
	Iteration 29Q: 3 clusters Score -500319 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -500321.593750 Penalty: 2704.778076
	Iteration 30Q: 3 clusters Score -500321.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -500324.093750 Penalty: 2704.778076
	Iteration 31Q: 3 clusters Score -500324.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -500327.312500 Penalty: 2704.778076
	Iteration 32Q: 3 clusters Score -500327.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -500328.468750 Penalty: 2704.778076
	Iteration 33Q: 3 clusters Score -500328.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -500328.125000 Penalty: 2704.778076
	Iteration 34Q: 3 clusters Score -500328.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -500330.031250 Penalty: 2704.778076
	Iteration 35Q: 3 clusters Score -500330 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -500330.531250 Penalty: 2704.778076
	Iteration 36Q: 3 clusters Score -500330.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -500331.812500 Penalty: 2704.778076
	Iteration 37Q: 3 clusters Score -500331.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -500333.562500 Penalty: 2704.778076
	Iteration 38Q: 3 clusters Score -500333.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -500336.187500 Penalty: 2704.778076
	Iteration 39Q: 3 clusters Score -500336.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -500337.718750 Penalty: 2704.778076
	Iteration 40F: 3 clusters Score -500337.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -500339.375000 Penalty: 2704.778076
	Iteration 41Q: 3 clusters Score -500339.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -500339.656250 Penalty: 2704.778076
	Iteration 42Q: 3 clusters Score -500339.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -500341.031250 Penalty: 2704.778076
	Iteration 43Q: 3 clusters Score -500341 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -500341.906250 Penalty: 2704.778076
	Iteration 44Q: 3 clusters Score -500341.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -500342.625000 Penalty: 2704.778076
	Iteration 45Q: 3 clusters Score -500342.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -500343.781250 Penalty: 2704.778076
	Iteration 46Q: 3 clusters Score -500343.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -500345.000000 Penalty: 2704.778076
	Iteration 47Q: 3 clusters Score -500345 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -500345.031250 Penalty: 2704.778076
	Iteration 48Q: 3 clusters Score -500345 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -500345.906250 Penalty: 2704.778076
	Iteration 49Q: 3 clusters Score -500345.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -500346.406250 Penalty: 2704.778076
	Iteration 50Q: 3 clusters Score -500346.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -500347.343750 Penalty: 2704.778076
	Iteration 51Q: 3 clusters Score -500347.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -500348.000000 Penalty: 2704.778076
	Iteration 52Q: 3 clusters Score -500348 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -500349.625000 Penalty: 2704.778076
	Iteration 53Q: 3 clusters Score -500349.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -500350.906250 Penalty: 2704.778076
	Iteration 54Q: 3 clusters Score -500350.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -500351.937500 Penalty: 2704.778076
	Iteration 55Q: 3 clusters Score -500351.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -500351.937500 Penalty: 2704.778076
	Iteration 56F: 3 clusters Score -500351.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (8846 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8846 members 
Entering Unmasked Estep 
Score: -1105301.125000 Penalty: 1476.754639
	Iteration 0F: 2 clusters Score -1105301 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -1098852.500000 Penalty: 2953.509277
	Iteration 0F: 3 clusters Score -1098852 nChanged 3836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -1100958.125000 Penalty: 2953.509277
	Iteration 1F: 3 clusters Score -1100958 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -1101211.625000 Penalty: 2953.509277
	Iteration 2F: 3 clusters Score -1101212 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -1101402.250000 Penalty: 2953.509277
	Iteration 3Q: 3 clusters Score -1101402 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -1101607.250000 Penalty: 2953.509277
	Iteration 4Q: 3 clusters Score -1101607 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -1101833.875000 Penalty: 2953.509277
	Iteration 5Q: 3 clusters Score -1101834 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -1102058.875000 Penalty: 2953.509277
	Iteration 6Q: 3 clusters Score -1102059 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -1102260.625000 Penalty: 2953.509277
	Iteration 7Q: 3 clusters Score -1102261 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -1102485.875000 Penalty: 2953.509277
	Iteration 8Q: 3 clusters Score -1102486 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5136 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -1102710.375000 Penalty: 2953.509277
	Iteration 9Q: 3 clusters Score -1102710 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5167 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -1102904.750000 Penalty: 2953.509277
	Iteration 10Q: 3 clusters Score -1102905 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5170 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -1103100.375000 Penalty: 2953.509277
	Iteration 11Q: 3 clusters Score -1103100 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -1103246.250000 Penalty: 2953.509277
	Iteration 12Q: 3 clusters Score -1103246 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5149 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -1103322.125000 Penalty: 2953.509277
	Iteration 13Q: 3 clusters Score -1103322 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -1103381.625000 Penalty: 2953.509277
	Iteration 14Q: 3 clusters Score -1103382 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -1103426.000000 Penalty: 2953.509277
	Iteration 15Q: 3 clusters Score -1103426 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -1103458.125000 Penalty: 2953.509277
	Iteration 16Q: 3 clusters Score -1103458 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5001 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -1103478.625000 Penalty: 2953.509277
	Iteration 17Q: 3 clusters Score -1103479 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -1103494.750000 Penalty: 2953.509277
	Iteration 18Q: 3 clusters Score -1103495 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -1103504.250000 Penalty: 2953.509277
	Iteration 19Q: 3 clusters Score -1103504 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -1103509.250000 Penalty: 2953.509277
	Iteration 20F: 3 clusters Score -1103509 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -1103514.500000 Penalty: 2953.509277
	Iteration 21Q: 3 clusters Score -1103514 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -1103517.125000 Penalty: 2953.509277
	Iteration 22Q: 3 clusters Score -1103517 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -1103524.250000 Penalty: 2953.509277
	Iteration 23Q: 3 clusters Score -1103524 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -1103527.375000 Penalty: 2953.509277
	Iteration 24Q: 3 clusters Score -1103527 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -1103530.000000 Penalty: 2953.509277
	Iteration 25Q: 3 clusters Score -1103530 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -1103532.000000 Penalty: 2953.509277
	Iteration 26Q: 3 clusters Score -1103532 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -1103536.625000 Penalty: 2953.509277
	Iteration 27Q: 3 clusters Score -1103537 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -1103535.125000 Penalty: 2953.509277
	Iteration 28Q: 3 clusters Score -1103535 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -1103543.125000 Penalty: 2953.509277
	Iteration 29Q: 3 clusters Score -1103543 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -1103542.250000 Penalty: 2953.509277
	Iteration 30Q: 3 clusters Score -1103542 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -1103540.500000 Penalty: 2953.509277
	Iteration 31Q: 3 clusters Score -1103540 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -1103539.875000 Penalty: 2953.509277
	Iteration 32Q: 3 clusters Score -1103540 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -1103543.125000 Penalty: 2953.509277
	Iteration 33Q: 3 clusters Score -1103543 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -1103544.125000 Penalty: 2953.509277
	Iteration 34Q: 3 clusters Score -1103544 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -1103548.750000 Penalty: 2953.509277
	Iteration 35Q: 3 clusters Score -1103549 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -1103548.500000 Penalty: 2953.509277
	Iteration 36Q: 3 clusters Score -1103548 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -1103545.875000 Penalty: 2953.509277
	Iteration 37Q: 3 clusters Score -1103546 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -1103545.875000 Penalty: 2953.509277
	Iteration 38Q: 3 clusters Score -1103546 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -1103546.500000 Penalty: 2953.509277
	Iteration 39Q: 3 clusters Score -1103546 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -1103546.500000 Penalty: 2953.509277
	Iteration 40F: 3 clusters Score -1103546 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (3839 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Entering Unmasked Estep 
Score: -471679.187500 Penalty: 1341.107178
	Iteration 0F: 2 clusters Score -471679.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -468389.375000 Penalty: 2682.214355
	Iteration 0F: 3 clusters Score -468389.4 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -469245.281250 Penalty: 2682.214355
	Iteration 1F: 3 clusters Score -469245.3 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -469406.218750 Penalty: 2682.214355
	Iteration 2F: 3 clusters Score -469406.2 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -469547.437500 Penalty: 2682.214355
	Iteration 3F: 3 clusters Score -469547.4 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -469699.687500 Penalty: 2682.214355
	Iteration 4F: 3 clusters Score -469699.7 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -469836.500000 Penalty: 2682.214355
	Iteration 5Q: 3 clusters Score -469836.5 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -469958.406250 Penalty: 2682.214355
	Iteration 6Q: 3 clusters Score -469958.4 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -470078.312500 Penalty: 2682.214355
	Iteration 7Q: 3 clusters Score -470078.3 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -470177.250000 Penalty: 2682.214355
	Iteration 8Q: 3 clusters Score -470177.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -470243.343750 Penalty: 2682.214355
	Iteration 9Q: 3 clusters Score -470243.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -470292.687500 Penalty: 2682.214355
	Iteration 10Q: 3 clusters Score -470292.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -470348.750000 Penalty: 2682.214355
	Iteration 11Q: 3 clusters Score -470348.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -470401.625000 Penalty: 2682.214355
	Iteration 12Q: 3 clusters Score -470401.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -470439.312500 Penalty: 2682.214355
	Iteration 13Q: 3 clusters Score -470439.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -470466.625000 Penalty: 2682.214355
	Iteration 14Q: 3 clusters Score -470466.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -470489.062500 Penalty: 2682.214355
	Iteration 15Q: 3 clusters Score -470489.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -470512.312500 Penalty: 2682.214355
	Iteration 16Q: 3 clusters Score -470512.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -470535.000000 Penalty: 2682.214355
	Iteration 17Q: 3 clusters Score -470535 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -470555.031250 Penalty: 2682.214355
	Iteration 18Q: 3 clusters Score -470555 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -470571.812500 Penalty: 2682.214355
	Iteration 19Q: 3 clusters Score -470571.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -470588.406250 Penalty: 2682.214355
	Iteration 20F: 3 clusters Score -470588.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -470600.937500 Penalty: 2682.214355
	Iteration 21Q: 3 clusters Score -470600.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -470612.156250 Penalty: 2682.214355
	Iteration 22Q: 3 clusters Score -470612.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -470618.187500 Penalty: 2682.214355
	Iteration 23Q: 3 clusters Score -470618.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -470624.281250 Penalty: 2682.214355
	Iteration 24Q: 3 clusters Score -470624.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -470633.968750 Penalty: 2682.214355
	Iteration 25Q: 3 clusters Score -470634 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -470638.968750 Penalty: 2682.214355
	Iteration 26Q: 3 clusters Score -470639 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -470642.125000 Penalty: 2682.214355
	Iteration 27Q: 3 clusters Score -470642.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -470644.781250 Penalty: 2682.214355
	Iteration 28Q: 3 clusters Score -470644.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -470644.781250 Penalty: 2682.214355
	Iteration 29F: 3 clusters Score -470644.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (7707 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7707 members 
Entering Unmasked Estep 
Score: -868394.937500 Penalty: 1454.356201
	Iteration 0F: 2 clusters Score -868394.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -862707.500000 Penalty: 2908.712402
	Iteration 0F: 3 clusters Score -862707.5 nChanged 3243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -864616.312500 Penalty: 2908.712402
	Iteration 1F: 3 clusters Score -864616.3 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -864989.750000 Penalty: 2908.712402
	Iteration 2F: 3 clusters Score -864989.8 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -865301.250000 Penalty: 2908.712402
	Iteration 3F: 3 clusters Score -865301.2 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -865562.250000 Penalty: 2908.712402
	Iteration 4F: 3 clusters Score -865562.2 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -865794.812500 Penalty: 2908.712402
	Iteration 5Q: 3 clusters Score -865794.8 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -865964.812500 Penalty: 2908.712402
	Iteration 6Q: 3 clusters Score -865964.8 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 5166 members 
Entering Unmasked Estep 
Score: -866124.187500 Penalty: 2908.712402
	Iteration 7Q: 3 clusters Score -866124.2 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 5319 members 
Entering Unmasked Estep 
Score: -866282.062500 Penalty: 2908.712402
	Iteration 8Q: 3 clusters Score -866282.1 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 5440 members 
Entering Unmasked Estep 
Score: -866449.937500 Penalty: 2908.712402
	Iteration 9Q: 3 clusters Score -866449.9 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 5547 members 
Entering Unmasked Estep 
Score: -866597.125000 Penalty: 2908.712402
	Iteration 10Q: 3 clusters Score -866597.1 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 5648 members 
Entering Unmasked Estep 
Score: -866728.062500 Penalty: 2908.712402
	Iteration 11Q: 3 clusters Score -866728.1 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 5751 members 
Entering Unmasked Estep 
Score: -866849.937500 Penalty: 2908.712402
	Iteration 12Q: 3 clusters Score -866849.9 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 5836 members 
Entering Unmasked Estep 
Score: -866947.625000 Penalty: 2908.712402
	Iteration 13Q: 3 clusters Score -866947.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 5906 members 
Entering Unmasked Estep 
Score: -867013.437500 Penalty: 2908.712402
	Iteration 14Q: 3 clusters Score -867013.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 5980 members 
Entering Unmasked Estep 
Score: -867078.437500 Penalty: 2908.712402
	Iteration 15Q: 3 clusters Score -867078.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 6044 members 
Entering Unmasked Estep 
Score: -867128.937500 Penalty: 2908.712402
	Iteration 16Q: 3 clusters Score -867128.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 6098 members 
Entering Unmasked Estep 
Score: -867159.125000 Penalty: 2908.712402
	Iteration 17Q: 3 clusters Score -867159.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 6150 members 
Entering Unmasked Estep 
Score: -867184.250000 Penalty: 2908.712402
	Iteration 18Q: 3 clusters Score -867184.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 6175 members 
Entering Unmasked Estep 
Score: -867195.750000 Penalty: 2908.712402
	Iteration 19Q: 3 clusters Score -867195.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 6195 members 
Entering Unmasked Estep 
Score: -867207.312500 Penalty: 2908.712402
	Iteration 20F: 3 clusters Score -867207.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 6209 members 
Entering Unmasked Estep 
Score: -867213.250000 Penalty: 2908.712402
	Iteration 21Q: 3 clusters Score -867213.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 6221 members 
Entering Unmasked Estep 
Score: -867218.937500 Penalty: 2908.712402
	Iteration 22Q: 3 clusters Score -867218.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 6237 members 
Entering Unmasked Estep 
Score: -867222.375000 Penalty: 2908.712402
	Iteration 23Q: 3 clusters Score -867222.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 6252 members 
Entering Unmasked Estep 
Score: -867226.562500 Penalty: 2908.712402
	Iteration 24Q: 3 clusters Score -867226.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 6272 members 
Entering Unmasked Estep 
Score: -867234.625000 Penalty: 2908.712402
	Iteration 25Q: 3 clusters Score -867234.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 6294 members 
Entering Unmasked Estep 
Score: -867245.625000 Penalty: 2908.712402
	Iteration 26Q: 3 clusters Score -867245.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 6315 members 
Entering Unmasked Estep 
Score: -867257.062500 Penalty: 2908.712402
	Iteration 27Q: 3 clusters Score -867257.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 6342 members 
Entering Unmasked Estep 
Score: -867263.187500 Penalty: 2908.712402
	Iteration 28Q: 3 clusters Score -867263.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 6361 members 
Entering Unmasked Estep 
Score: -867269.687500 Penalty: 2908.712402
	Iteration 29Q: 3 clusters Score -867269.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 6378 members 
Entering Unmasked Estep 
Score: -867276.875000 Penalty: 2908.712402
	Iteration 30Q: 3 clusters Score -867276.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 6396 members 
Entering Unmasked Estep 
Score: -867281.687500 Penalty: 2908.712402
	Iteration 31Q: 3 clusters Score -867281.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 6408 members 
Entering Unmasked Estep 
Score: -867286.187500 Penalty: 2908.712402
	Iteration 32Q: 3 clusters Score -867286.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 6413 members 
Entering Unmasked Estep 
Score: -867291.437500 Penalty: 2908.712402
	Iteration 33Q: 3 clusters Score -867291.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 6417 members 
Entering Unmasked Estep 
Score: -867290.625000 Penalty: 2908.712402
	Iteration 34Q: 3 clusters Score -867290.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 6422 members 
Entering Unmasked Estep 
Score: -867293.375000 Penalty: 2908.712402
	Iteration 35Q: 3 clusters Score -867293.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 6426 members 
Entering Unmasked Estep 
Score: -867295.687500 Penalty: 2908.712402
	Iteration 36Q: 3 clusters Score -867295.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 6426 members 
Entering Unmasked Estep 
Score: -867293.875000 Penalty: 2908.712402
	Iteration 37Q: 3 clusters Score -867293.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 6429 members 
Entering Unmasked Estep 
Score: -867295.562500 Penalty: 2908.712402
	Iteration 38Q: 3 clusters Score -867295.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 6429 members 
Entering Unmasked Estep 
Score: -867295.562500 Penalty: 2908.712402
	Iteration 39F: 3 clusters Score -867295.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (6677 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6677 members 
Entering Unmasked Estep 
Score: -844486.812500 Penalty: 1431.043945
	Iteration 0F: 2 clusters Score -844486.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -839471.687500 Penalty: 2862.087891
	Iteration 0F: 3 clusters Score -839471.7 nChanged 2750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -840925.250000 Penalty: 2862.087891
	Iteration 1F: 3 clusters Score -840925.2 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -841106.187500 Penalty: 2862.087891
	Iteration 2F: 3 clusters Score -841106.2 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -841246.062500 Penalty: 2862.087891
	Iteration 3Q: 3 clusters Score -841246.1 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -841353.375000 Penalty: 2862.087891
	Iteration 4Q: 3 clusters Score -841353.4 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -841454.937500 Penalty: 2862.087891
	Iteration 5Q: 3 clusters Score -841454.9 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -841544.562500 Penalty: 2862.087891
	Iteration 6Q: 3 clusters Score -841544.6 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -841621.500000 Penalty: 2862.087891
	Iteration 7Q: 3 clusters Score -841621.5 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -841707.562500 Penalty: 2862.087891
	Iteration 8Q: 3 clusters Score -841707.6 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -841788.562500 Penalty: 2862.087891
	Iteration 9Q: 3 clusters Score -841788.6 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -841875.812500 Penalty: 2862.087891
	Iteration 10Q: 3 clusters Score -841875.8 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -841985.437500 Penalty: 2862.087891
	Iteration 11Q: 3 clusters Score -841985.4 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -842099.062500 Penalty: 2862.087891
	Iteration 12Q: 3 clusters Score -842099.1 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -842204.000000 Penalty: 2862.087891
	Iteration 13Q: 3 clusters Score -842204 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -842288.437500 Penalty: 2862.087891
	Iteration 14Q: 3 clusters Score -842288.4 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -842368.500000 Penalty: 2862.087891
	Iteration 15Q: 3 clusters Score -842368.5 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -842441.187500 Penalty: 2862.087891
	Iteration 16Q: 3 clusters Score -842441.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -842500.000000 Penalty: 2862.087891
	Iteration 17Q: 3 clusters Score -842500 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -842552.812500 Penalty: 2862.087891
	Iteration 18Q: 3 clusters Score -842552.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -842601.562500 Penalty: 2862.087891
	Iteration 19Q: 3 clusters Score -842601.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -842649.875000 Penalty: 2862.087891
	Iteration 20F: 3 clusters Score -842649.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -842702.062500 Penalty: 2862.087891
	Iteration 21Q: 3 clusters Score -842702.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -842744.812500 Penalty: 2862.087891
	Iteration 22Q: 3 clusters Score -842744.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -842791.500000 Penalty: 2862.087891
	Iteration 23Q: 3 clusters Score -842791.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -842831.312500 Penalty: 2862.087891
	Iteration 24Q: 3 clusters Score -842831.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -842868.750000 Penalty: 2862.087891
	Iteration 25Q: 3 clusters Score -842868.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -842912.562500 Penalty: 2862.087891
	Iteration 26Q: 3 clusters Score -842912.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5220 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -842945.750000 Penalty: 2862.087891
	Iteration 27Q: 3 clusters Score -842945.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -842982.437500 Penalty: 2862.087891
	Iteration 28Q: 3 clusters Score -842982.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -843007.812500 Penalty: 2862.087891
	Iteration 29Q: 3 clusters Score -843007.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -843022.625000 Penalty: 2862.087891
	Iteration 30Q: 3 clusters Score -843022.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5442 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -843037.687500 Penalty: 2862.087891
	Iteration 31Q: 3 clusters Score -843037.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5479 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -843047.125000 Penalty: 2862.087891
	Iteration 32Q: 3 clusters Score -843047.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5506 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -843055.312500 Penalty: 2862.087891
	Iteration 33Q: 3 clusters Score -843055.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5530 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -843062.187500 Penalty: 2862.087891
	Iteration 34Q: 3 clusters Score -843062.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5550 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -843069.000000 Penalty: 2862.087891
	Iteration 35Q: 3 clusters Score -843069 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5562 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -843070.687500 Penalty: 2862.087891
	Iteration 36Q: 3 clusters Score -843070.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5580 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -843076.875000 Penalty: 2862.087891
	Iteration 37Q: 3 clusters Score -843076.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5599 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -843083.437500 Penalty: 2862.087891
	Iteration 38Q: 3 clusters Score -843083.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5616 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -843091.625000 Penalty: 2862.087891
	Iteration 39Q: 3 clusters Score -843091.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5635 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -843099.000000 Penalty: 2862.087891
	Iteration 40F: 3 clusters Score -843099 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5654 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -843105.937500 Penalty: 2862.087891
	Iteration 41Q: 3 clusters Score -843105.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5674 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -843113.937500 Penalty: 2862.087891
	Iteration 42Q: 3 clusters Score -843113.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5693 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -843121.750000 Penalty: 2862.087891
	Iteration 43Q: 3 clusters Score -843121.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5716 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -843131.750000 Penalty: 2862.087891
	Iteration 44Q: 3 clusters Score -843131.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5736 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -843138.812500 Penalty: 2862.087891
	Iteration 45Q: 3 clusters Score -843138.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5753 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -843144.562500 Penalty: 2862.087891
	Iteration 46Q: 3 clusters Score -843144.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5768 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -843151.500000 Penalty: 2862.087891
	Iteration 47Q: 3 clusters Score -843151.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5791 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -843158.875000 Penalty: 2862.087891
	Iteration 48Q: 3 clusters Score -843158.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5815 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -843171.375000 Penalty: 2862.087891
	Iteration 49Q: 3 clusters Score -843171.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5835 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -843177.875000 Penalty: 2862.087891
	Iteration 50Q: 3 clusters Score -843177.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5854 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -843184.250000 Penalty: 2862.087891
	Iteration 51Q: 3 clusters Score -843184.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5869 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -843194.312500 Penalty: 2862.087891
	Iteration 52Q: 3 clusters Score -843194.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5887 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -843206.375000 Penalty: 2862.087891
	Iteration 53Q: 3 clusters Score -843206.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5911 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -843217.375000 Penalty: 2862.087891
	Iteration 54Q: 3 clusters Score -843217.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5933 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -843228.437500 Penalty: 2862.087891
	Iteration 55Q: 3 clusters Score -843228.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5961 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -843242.500000 Penalty: 2862.087891
	Iteration 56Q: 3 clusters Score -843242.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5986 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -843255.750000 Penalty: 2862.087891
	Iteration 57Q: 3 clusters Score -843255.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6003 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -843262.500000 Penalty: 2862.087891
	Iteration 58Q: 3 clusters Score -843262.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6018 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -843271.062500 Penalty: 2862.087891
	Iteration 59Q: 3 clusters Score -843271.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6035 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -843280.687500 Penalty: 2862.087891
	Iteration 60F: 3 clusters Score -843280.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6051 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -843285.437500 Penalty: 2862.087891
	Iteration 61Q: 3 clusters Score -843285.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6069 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -843294.687500 Penalty: 2862.087891
	Iteration 62Q: 3 clusters Score -843294.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6081 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -843302.437500 Penalty: 2862.087891
	Iteration 63Q: 3 clusters Score -843302.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6096 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -843310.812500 Penalty: 2862.087891
	Iteration 64Q: 3 clusters Score -843310.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6105 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -843316.937500 Penalty: 2862.087891
	Iteration 65Q: 3 clusters Score -843316.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6115 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -843321.500000 Penalty: 2862.087891
	Iteration 66Q: 3 clusters Score -843321.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6127 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -843329.000000 Penalty: 2862.087891
	Iteration 67Q: 3 clusters Score -843329 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6135 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -843331.375000 Penalty: 2862.087891
	Iteration 68Q: 3 clusters Score -843331.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6141 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -843334.875000 Penalty: 2862.087891
	Iteration 69Q: 3 clusters Score -843334.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6149 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -843339.187500 Penalty: 2862.087891
	Iteration 70Q: 3 clusters Score -843339.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6153 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -843342.937500 Penalty: 2862.087891
	Iteration 71Q: 3 clusters Score -843342.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6156 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -843344.062500 Penalty: 2862.087891
	Iteration 72Q: 3 clusters Score -843344.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6160 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -843346.187500 Penalty: 2862.087891
	Iteration 73Q: 3 clusters Score -843346.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6163 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -843347.687500 Penalty: 2862.087891
	Iteration 74Q: 3 clusters Score -843347.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6166 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -843347.437500 Penalty: 2862.087891
	Iteration 75Q: 3 clusters Score -843347.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6168 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -843347.562500 Penalty: 2862.087891
	Iteration 76Q: 3 clusters Score -843347.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6171 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -843350.562500 Penalty: 2862.087891
	Iteration 77Q: 3 clusters Score -843350.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6176 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -843353.812500 Penalty: 2862.087891
	Iteration 78Q: 3 clusters Score -843353.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6179 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -843356.062500 Penalty: 2862.087891
	Iteration 79Q: 3 clusters Score -843356.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6179 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -843356.062500 Penalty: 2862.087891
	Iteration 80F: 3 clusters Score -843356.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (23476 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23476 members 
Entering Unmasked Estep 
Score: -2962559.750000 Penalty: 1635.356812
	Iteration 0F: 2 clusters Score -2962560 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11773 members 
Mstep: Class 2 contains 11703 members 
Entering Unmasked Estep 
Score: -2946751.250000 Penalty: 3270.713623
	Iteration 0F: 3 clusters Score -2946751 nChanged 10658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11937 members 
Mstep: Class 2 contains 11539 members 
Entering Unmasked Estep 
Score: -2952803.500000 Penalty: 3270.713623
	Iteration 1F: 3 clusters Score -2952804 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11937 members 
Mstep: Class 2 contains 11539 members 
Entering Unmasked Estep 
Score: -2953291.750000 Penalty: 3270.713623
	Iteration 2F: 3 clusters Score -2953292 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11914 members 
Mstep: Class 2 contains 11562 members 
Entering Unmasked Estep 
Score: -2953786.750000 Penalty: 3270.713623
	Iteration 3F: 3 clusters Score -2953787 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11895 members 
Mstep: Class 2 contains 11581 members 
Entering Unmasked Estep 
Score: -2954262.250000 Penalty: 3270.713623
	Iteration 4Q: 3 clusters Score -2954262 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11908 members 
Mstep: Class 2 contains 11568 members 
Entering Unmasked Estep 
Score: -2954707.250000 Penalty: 3270.713623
	Iteration 5Q: 3 clusters Score -2954707 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11987 members 
Mstep: Class 2 contains 11489 members 
Entering Unmasked Estep 
Score: -2955122.500000 Penalty: 3270.713623
	Iteration 6Q: 3 clusters Score -2955122 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12127 members 
Mstep: Class 2 contains 11349 members 
Entering Unmasked Estep 
Score: -2955531.500000 Penalty: 3270.713623
	Iteration 7Q: 3 clusters Score -2955532 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12362 members 
Mstep: Class 2 contains 11114 members 
Entering Unmasked Estep 
Score: -2955901.750000 Penalty: 3270.713623
	Iteration 8Q: 3 clusters Score -2955902 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12642 members 
Mstep: Class 2 contains 10834 members 
Entering Unmasked Estep 
Score: -2956344.750000 Penalty: 3270.713623
	Iteration 9Q: 3 clusters Score -2956345 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12976 members 
Mstep: Class 2 contains 10500 members 
Entering Unmasked Estep 
Score: -2956830.000000 Penalty: 3270.713623
	Iteration 10Q: 3 clusters Score -2956830 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13286 members 
Mstep: Class 2 contains 10190 members 
Entering Unmasked Estep 
Score: -2957230.250000 Penalty: 3270.713623
	Iteration 11Q: 3 clusters Score -2957230 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13593 members 
Mstep: Class 2 contains 9883 members 
Entering Unmasked Estep 
Score: -2957530.250000 Penalty: 3270.713623
	Iteration 12Q: 3 clusters Score -2957530 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13864 members 
Mstep: Class 2 contains 9612 members 
Entering Unmasked Estep 
Score: -2957717.750000 Penalty: 3270.713623
	Iteration 13Q: 3 clusters Score -2957718 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14114 members 
Mstep: Class 2 contains 9362 members 
Entering Unmasked Estep 
Score: -2957839.750000 Penalty: 3270.713623
	Iteration 14Q: 3 clusters Score -2957840 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14352 members 
Mstep: Class 2 contains 9124 members 
Entering Unmasked Estep 
Score: -2957899.000000 Penalty: 3270.713623
	Iteration 15Q: 3 clusters Score -2957899 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14580 members 
Mstep: Class 2 contains 8896 members 
Entering Unmasked Estep 
Score: -2957955.250000 Penalty: 3270.713623
	Iteration 16Q: 3 clusters Score -2957955 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14805 members 
Mstep: Class 2 contains 8671 members 
Entering Unmasked Estep 
Score: -2958001.250000 Penalty: 3270.713623
	Iteration 17Q: 3 clusters Score -2958001 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15017 members 
Mstep: Class 2 contains 8459 members 
Entering Unmasked Estep 
Score: -2958049.750000 Penalty: 3270.713623
	Iteration 18Q: 3 clusters Score -2958050 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15236 members 
Mstep: Class 2 contains 8240 members 
Entering Unmasked Estep 
Score: -2958098.000000 Penalty: 3270.713623
	Iteration 19Q: 3 clusters Score -2958098 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15458 members 
Mstep: Class 2 contains 8018 members 
Entering Unmasked Estep 
Score: -2958137.250000 Penalty: 3270.713623
	Iteration 20F: 3 clusters Score -2958137 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15701 members 
Mstep: Class 2 contains 7775 members 
Entering Unmasked Estep 
Score: -2958215.500000 Penalty: 3270.713623
	Iteration 21Q: 3 clusters Score -2958216 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15979 members 
Mstep: Class 2 contains 7497 members 
Entering Unmasked Estep 
Score: -2958314.500000 Penalty: 3270.713623
	Iteration 22Q: 3 clusters Score -2958314 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16315 members 
Mstep: Class 2 contains 7161 members 
Entering Unmasked Estep 
Score: -2958437.750000 Penalty: 3270.713623
	Iteration 23Q: 3 clusters Score -2958438 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16658 members 
Mstep: Class 2 contains 6818 members 
Entering Unmasked Estep 
Score: -2958548.500000 Penalty: 3270.713623
	Iteration 24Q: 3 clusters Score -2958548 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17060 members 
Mstep: Class 2 contains 6416 members 
Entering Unmasked Estep 
Score: -2958709.500000 Penalty: 3270.713623
	Iteration 25Q: 3 clusters Score -2958710 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17498 members 
Mstep: Class 2 contains 5978 members 
Entering Unmasked Estep 
Score: -2958915.750000 Penalty: 3270.713623
	Iteration 26Q: 3 clusters Score -2958916 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17936 members 
Mstep: Class 2 contains 5540 members 
Entering Unmasked Estep 
Score: -2959079.000000 Penalty: 3270.713623
	Iteration 27Q: 3 clusters Score -2959079 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18385 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
Score: -2959283.000000 Penalty: 3270.713623
	Iteration 28Q: 3 clusters Score -2959283 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18823 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -2959498.750000 Penalty: 3270.713623
	Iteration 29Q: 3 clusters Score -2959499 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19285 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -2959708.250000 Penalty: 3270.713623
	Iteration 30Q: 3 clusters Score -2959708 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19748 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -2959947.750000 Penalty: 3270.713623
	Iteration 31Q: 3 clusters Score -2959948 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20178 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -2960198.750000 Penalty: 3270.713623
	Iteration 32Q: 3 clusters Score -2960199 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20610 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -2960457.250000 Penalty: 3270.713623
	Iteration 33Q: 3 clusters Score -2960457 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20986 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -2960687.000000 Penalty: 3270.713623
	Iteration 34Q: 3 clusters Score -2960687 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21333 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -2960897.500000 Penalty: 3270.713623
	Iteration 35Q: 3 clusters Score -2960898 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21650 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -2961068.250000 Penalty: 3270.713623
	Iteration 36Q: 3 clusters Score -2961068 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21920 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -2961254.000000 Penalty: 3270.713623
	Iteration 37Q: 3 clusters Score -2961254 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22150 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -2961408.250000 Penalty: 3270.713623
	Iteration 38Q: 3 clusters Score -2961408 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22333 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -2961536.500000 Penalty: 3270.713623
	Iteration 39Q: 3 clusters Score -2961536 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22484 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -2961655.000000 Penalty: 3270.713623
	Iteration 40F: 3 clusters Score -2961655 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22597 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -2961734.250000 Penalty: 3270.713623
	Iteration 41Q: 3 clusters Score -2961734 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22693 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -2961821.500000 Penalty: 3270.713623
	Iteration 42Q: 3 clusters Score -2961822 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22775 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -2961893.000000 Penalty: 3270.713623
	Iteration 43Q: 3 clusters Score -2961893 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22840 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -2961974.000000 Penalty: 3270.713623
	Iteration 44Q: 3 clusters Score -2961974 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22892 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -2962048.750000 Penalty: 3270.713623
	Iteration 45Q: 3 clusters Score -2962049 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22937 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -2962110.750000 Penalty: 3270.713623
	Iteration 46Q: 3 clusters Score -2962111 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22960 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -2962146.750000 Penalty: 3270.713623
	Iteration 47Q: 3 clusters Score -2962147 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22979 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -2962174.750000 Penalty: 3270.713623
	Iteration 48Q: 3 clusters Score -2962175 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22984 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -2962195.000000 Penalty: 3270.713623
	Iteration 49Q: 3 clusters Score -2962195 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22997 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -2962204.250000 Penalty: 3270.713623
	Iteration 50Q: 3 clusters Score -2962204 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23004 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -2962210.250000 Penalty: 3270.713623
	Iteration 51Q: 3 clusters Score -2962210 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23007 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -2962215.250000 Penalty: 3270.713623
	Iteration 52Q: 3 clusters Score -2962215 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23005 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -2962217.250000 Penalty: 3270.713623
	Iteration 53Q: 3 clusters Score -2962217 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23004 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -2962219.500000 Penalty: 3270.713623
	Iteration 54Q: 3 clusters Score -2962220 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23004 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -2962219.500000 Penalty: 3270.713623
	Iteration 55F: 3 clusters Score -2962220 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23003 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -2962222.000000 Penalty: 3270.713623
	Iteration 56Q: 3 clusters Score -2962222 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23003 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -2962222.000000 Penalty: 3270.713623
	Iteration 57F: 3 clusters Score -2962222 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (39934 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39934 members 
Entering Unmasked Estep 
Score: -5054271.500000 Penalty: 1721.684814
	Iteration 0F: 2 clusters Score -5054272 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19900 members 
Mstep: Class 2 contains 20034 members 
Entering Unmasked Estep 
Score: -5027603.500000 Penalty: 3443.369629
	Iteration 0F: 3 clusters Score -5027604 nChanged 18594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19526 members 
Mstep: Class 2 contains 20408 members 
Entering Unmasked Estep 
Score: -5037972.000000 Penalty: 3443.369629
	Iteration 1F: 3 clusters Score -5037972 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19283 members 
Mstep: Class 2 contains 20651 members 
Entering Unmasked Estep 
Score: -5038591.500000 Penalty: 3443.369629
	Iteration 2Q: 3 clusters Score -5038592 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18994 members 
Mstep: Class 2 contains 20940 members 
Entering Unmasked Estep 
Score: -5039285.000000 Penalty: 3443.369629
	Iteration 3Q: 3 clusters Score -5039285 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18726 members 
Mstep: Class 2 contains 21208 members 
Entering Unmasked Estep 
Score: -5040076.000000 Penalty: 3443.369629
	Iteration 4Q: 3 clusters Score -5040076 nChanged 1977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18431 members 
Mstep: Class 2 contains 21503 members 
Entering Unmasked Estep 
Score: -5041055.000000 Penalty: 3443.369629
	Iteration 5Q: 3 clusters Score -5041055 nChanged 2090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18139 members 
Mstep: Class 2 contains 21795 members 
Entering Unmasked Estep 
Score: -5042228.000000 Penalty: 3443.369629
	Iteration 6F: 3 clusters Score -5042228 nChanged 2268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17743 members 
Mstep: Class 2 contains 22191 members 
Entering Unmasked Estep 
Score: -5043689.000000 Penalty: 3443.369629
	Iteration 7F: 3 clusters Score -5043689 nChanged 2296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17227 members 
Mstep: Class 2 contains 22707 members 
Entering Unmasked Estep 
Score: -5045284.500000 Penalty: 3443.369629
	Iteration 8F: 3 clusters Score -5045284 nChanged 2193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16704 members 
Mstep: Class 2 contains 23230 members 
Entering Unmasked Estep 
Score: -5046783.000000 Penalty: 3443.369629
	Iteration 9F: 3 clusters Score -5046783 nChanged 1931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16237 members 
Mstep: Class 2 contains 23697 members 
Entering Unmasked Estep 
Score: -5047948.500000 Penalty: 3443.369629
	Iteration 10Q: 3 clusters Score -5047948 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15843 members 
Mstep: Class 2 contains 24091 members 
Entering Unmasked Estep 
Score: -5048599.500000 Penalty: 3443.369629
	Iteration 11Q: 3 clusters Score -5048600 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15511 members 
Mstep: Class 2 contains 24423 members 
Entering Unmasked Estep 
Score: -5048939.000000 Penalty: 3443.369629
	Iteration 12Q: 3 clusters Score -5048939 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15177 members 
Mstep: Class 2 contains 24757 members 
Entering Unmasked Estep 
Score: -5049124.500000 Penalty: 3443.369629
	Iteration 13Q: 3 clusters Score -5049124 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14854 members 
Mstep: Class 2 contains 25080 members 
Entering Unmasked Estep 
Score: -5049312.000000 Penalty: 3443.369629
	Iteration 14Q: 3 clusters Score -5049312 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14507 members 
Mstep: Class 2 contains 25427 members 
Entering Unmasked Estep 
Score: -5049450.000000 Penalty: 3443.369629
	Iteration 15Q: 3 clusters Score -5049450 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14176 members 
Mstep: Class 2 contains 25758 members 
Entering Unmasked Estep 
Score: -5049577.500000 Penalty: 3443.369629
	Iteration 16Q: 3 clusters Score -5049578 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13861 members 
Mstep: Class 2 contains 26073 members 
Entering Unmasked Estep 
Score: -5049675.000000 Penalty: 3443.369629
	Iteration 17Q: 3 clusters Score -5049675 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13555 members 
Mstep: Class 2 contains 26379 members 
Entering Unmasked Estep 
Score: -5049759.000000 Penalty: 3443.369629
	Iteration 18Q: 3 clusters Score -5049759 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13221 members 
Mstep: Class 2 contains 26713 members 
Entering Unmasked Estep 
Score: -5049849.000000 Penalty: 3443.369629
	Iteration 19Q: 3 clusters Score -5049849 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12876 members 
Mstep: Class 2 contains 27058 members 
Entering Unmasked Estep 
Score: -5049923.500000 Penalty: 3443.369629
	Iteration 20F: 3 clusters Score -5049924 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12542 members 
Mstep: Class 2 contains 27392 members 
Entering Unmasked Estep 
Score: -5049999.000000 Penalty: 3443.369629
	Iteration 21Q: 3 clusters Score -5049999 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12231 members 
Mstep: Class 2 contains 27703 members 
Entering Unmasked Estep 
Score: -5050064.000000 Penalty: 3443.369629
	Iteration 22Q: 3 clusters Score -5050064 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11922 members 
Mstep: Class 2 contains 28012 members 
Entering Unmasked Estep 
Score: -5050110.000000 Penalty: 3443.369629
	Iteration 23Q: 3 clusters Score -5050110 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11622 members 
Mstep: Class 2 contains 28312 members 
Entering Unmasked Estep 
Score: -5050164.500000 Penalty: 3443.369629
	Iteration 24Q: 3 clusters Score -5050164 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11328 members 
Mstep: Class 2 contains 28606 members 
Entering Unmasked Estep 
Score: -5050211.500000 Penalty: 3443.369629
	Iteration 25Q: 3 clusters Score -5050212 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11043 members 
Mstep: Class 2 contains 28891 members 
Entering Unmasked Estep 
Score: -5050273.000000 Penalty: 3443.369629
	Iteration 26Q: 3 clusters Score -5050273 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10760 members 
Mstep: Class 2 contains 29174 members 
Entering Unmasked Estep 
Score: -5050309.000000 Penalty: 3443.369629
	Iteration 27Q: 3 clusters Score -5050309 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10457 members 
Mstep: Class 2 contains 29477 members 
Entering Unmasked Estep 
Score: -5050371.500000 Penalty: 3443.369629
	Iteration 28Q: 3 clusters Score -5050372 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10173 members 
Mstep: Class 2 contains 29761 members 
Entering Unmasked Estep 
Score: -5050395.500000 Penalty: 3443.369629
	Iteration 29Q: 3 clusters Score -5050396 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9911 members 
Mstep: Class 2 contains 30023 members 
Entering Unmasked Estep 
Score: -5050435.000000 Penalty: 3443.369629
	Iteration 30Q: 3 clusters Score -5050435 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9655 members 
Mstep: Class 2 contains 30279 members 
Entering Unmasked Estep 
Score: -5050475.000000 Penalty: 3443.369629
	Iteration 31Q: 3 clusters Score -5050475 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9423 members 
Mstep: Class 2 contains 30511 members 
Entering Unmasked Estep 
Score: -5050531.000000 Penalty: 3443.369629
	Iteration 32Q: 3 clusters Score -5050531 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9162 members 
Mstep: Class 2 contains 30772 members 
Entering Unmasked Estep 
Score: -5050571.000000 Penalty: 3443.369629
	Iteration 33Q: 3 clusters Score -5050571 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8896 members 
Mstep: Class 2 contains 31038 members 
Entering Unmasked Estep 
Score: -5050624.000000 Penalty: 3443.369629
	Iteration 34Q: 3 clusters Score -5050624 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8624 members 
Mstep: Class 2 contains 31310 members 
Entering Unmasked Estep 
Score: -5050694.000000 Penalty: 3443.369629
	Iteration 35Q: 3 clusters Score -5050694 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8359 members 
Mstep: Class 2 contains 31575 members 
Entering Unmasked Estep 
Score: -5050775.500000 Penalty: 3443.369629
	Iteration 36Q: 3 clusters Score -5050776 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8076 members 
Mstep: Class 2 contains 31858 members 
Entering Unmasked Estep 
Score: -5050831.500000 Penalty: 3443.369629
	Iteration 37Q: 3 clusters Score -5050832 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7787 members 
Mstep: Class 2 contains 32147 members 
Entering Unmasked Estep 
Score: -5050888.500000 Penalty: 3443.369629
	Iteration 38Q: 3 clusters Score -5050888 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7502 members 
Mstep: Class 2 contains 32432 members 
Entering Unmasked Estep 
Score: -5050940.500000 Penalty: 3443.369629
	Iteration 39Q: 3 clusters Score -5050940 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7233 members 
Mstep: Class 2 contains 32701 members 
Entering Unmasked Estep 
Score: -5051011.500000 Penalty: 3443.369629
	Iteration 40F: 3 clusters Score -5051012 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6946 members 
Mstep: Class 2 contains 32988 members 
Entering Unmasked Estep 
Score: -5051061.000000 Penalty: 3443.369629
	Iteration 41Q: 3 clusters Score -5051061 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6673 members 
Mstep: Class 2 contains 33261 members 
Entering Unmasked Estep 
Score: -5051128.500000 Penalty: 3443.369629
	Iteration 42Q: 3 clusters Score -5051128 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6386 members 
Mstep: Class 2 contains 33548 members 
Entering Unmasked Estep 
Score: -5051170.500000 Penalty: 3443.369629
	Iteration 43Q: 3 clusters Score -5051170 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6078 members 
Mstep: Class 2 contains 33856 members 
Entering Unmasked Estep 
Score: -5051249.500000 Penalty: 3443.369629
	Iteration 44Q: 3 clusters Score -5051250 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5785 members 
Mstep: Class 2 contains 34149 members 
Entering Unmasked Estep 
Score: -5051329.000000 Penalty: 3443.369629
	Iteration 45Q: 3 clusters Score -5051329 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5474 members 
Mstep: Class 2 contains 34460 members 
Entering Unmasked Estep 
Score: -5051426.500000 Penalty: 3443.369629
	Iteration 46Q: 3 clusters Score -5051426 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 34750 members 
Entering Unmasked Estep 
Score: -5051517.500000 Penalty: 3443.369629
	Iteration 47Q: 3 clusters Score -5051518 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 35002 members 
Entering Unmasked Estep 
Score: -5051572.000000 Penalty: 3443.369629
	Iteration 48Q: 3 clusters Score -5051572 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 35272 members 
Entering Unmasked Estep 
Score: -5051636.000000 Penalty: 3443.369629
	Iteration 49Q: 3 clusters Score -5051636 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 35539 members 
Entering Unmasked Estep 
Score: -5051704.000000 Penalty: 3443.369629
	Iteration 50Q: 3 clusters Score -5051704 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 35823 members 
Entering Unmasked Estep 
Score: -5051798.500000 Penalty: 3443.369629
	Iteration 51Q: 3 clusters Score -5051798 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 36121 members 
Entering Unmasked Estep 
Score: -5051913.000000 Penalty: 3443.369629
	Iteration 52Q: 3 clusters Score -5051913 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 36405 members 
Entering Unmasked Estep 
Score: -5052015.500000 Penalty: 3443.369629
	Iteration 53Q: 3 clusters Score -5052016 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 36671 members 
Entering Unmasked Estep 
Score: -5052119.000000 Penalty: 3443.369629
	Iteration 54Q: 3 clusters Score -5052119 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 36915 members 
Entering Unmasked Estep 
Score: -5052211.500000 Penalty: 3443.369629
	Iteration 55Q: 3 clusters Score -5052212 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 37166 members 
Entering Unmasked Estep 
Score: -5052295.500000 Penalty: 3443.369629
	Iteration 56Q: 3 clusters Score -5052296 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 37382 members 
Entering Unmasked Estep 
Score: -5052387.000000 Penalty: 3443.369629
	Iteration 57Q: 3 clusters Score -5052387 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 37574 members 
Entering Unmasked Estep 
Score: -5052435.500000 Penalty: 3443.369629
	Iteration 58Q: 3 clusters Score -5052436 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 37730 members 
Entering Unmasked Estep 
Score: -5052485.000000 Penalty: 3443.369629
	Iteration 59Q: 3 clusters Score -5052485 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 37874 members 
Entering Unmasked Estep 
Score: -5052536.500000 Penalty: 3443.369629
	Iteration 60F: 3 clusters Score -5052536 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 37996 members 
Entering Unmasked Estep 
Score: -5052561.500000 Penalty: 3443.369629
	Iteration 61Q: 3 clusters Score -5052562 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 38095 members 
Entering Unmasked Estep 
Score: -5052592.000000 Penalty: 3443.369629
	Iteration 62Q: 3 clusters Score -5052592 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 38195 members 
Entering Unmasked Estep 
Score: -5052621.000000 Penalty: 3443.369629
	Iteration 63Q: 3 clusters Score -5052621 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 38288 members 
Entering Unmasked Estep 
Score: -5052641.000000 Penalty: 3443.369629
	Iteration 64Q: 3 clusters Score -5052641 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 38370 members 
Entering Unmasked Estep 
Score: -5052666.000000 Penalty: 3443.369629
	Iteration 65Q: 3 clusters Score -5052666 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 38447 members 
Entering Unmasked Estep 
Score: -5052698.000000 Penalty: 3443.369629
	Iteration 66Q: 3 clusters Score -5052698 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 38515 members 
Entering Unmasked Estep 
Score: -5052716.000000 Penalty: 3443.369629
	Iteration 67Q: 3 clusters Score -5052716 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 38557 members 
Entering Unmasked Estep 
Score: -5052719.500000 Penalty: 3443.369629
	Iteration 68Q: 3 clusters Score -5052720 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 38590 members 
Entering Unmasked Estep 
Score: -5052736.000000 Penalty: 3443.369629
	Iteration 69Q: 3 clusters Score -5052736 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 38636 members 
Entering Unmasked Estep 
Score: -5052751.500000 Penalty: 3443.369629
	Iteration 70Q: 3 clusters Score -5052752 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 38676 members 
Entering Unmasked Estep 
Score: -5052774.500000 Penalty: 3443.369629
	Iteration 71Q: 3 clusters Score -5052774 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 38718 members 
Entering Unmasked Estep 
Score: -5052794.500000 Penalty: 3443.369629
	Iteration 72Q: 3 clusters Score -5052794 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 38751 members 
Entering Unmasked Estep 
Score: -5052804.000000 Penalty: 3443.369629
	Iteration 73Q: 3 clusters Score -5052804 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 38788 members 
Entering Unmasked Estep 
Score: -5052819.000000 Penalty: 3443.369629
	Iteration 74Q: 3 clusters Score -5052819 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 38812 members 
Entering Unmasked Estep 
Score: -5052830.500000 Penalty: 3443.369629
	Iteration 75Q: 3 clusters Score -5052830 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 38832 members 
Entering Unmasked Estep 
Score: -5052839.000000 Penalty: 3443.369629
	Iteration 76Q: 3 clusters Score -5052839 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 38854 members 
Entering Unmasked Estep 
Score: -5052850.000000 Penalty: 3443.369629
	Iteration 77Q: 3 clusters Score -5052850 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 38870 members 
Entering Unmasked Estep 
Score: -5052847.000000 Penalty: 3443.369629
	Iteration 78Q: 3 clusters Score -5052847 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 38882 members 
Entering Unmasked Estep 
Score: -5052853.000000 Penalty: 3443.369629
	Iteration 79Q: 3 clusters Score -5052853 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 38899 members 
Entering Unmasked Estep 
Score: -5052853.000000 Penalty: 3443.369629
	Iteration 80F: 3 clusters Score -5052853 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 38912 members 
Entering Unmasked Estep 
Score: -5052866.000000 Penalty: 3443.369629
	Iteration 81Q: 3 clusters Score -5052866 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 38923 members 
Entering Unmasked Estep 
Score: -5052868.000000 Penalty: 3443.369629
	Iteration 82Q: 3 clusters Score -5052868 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 38930 members 
Entering Unmasked Estep 
Score: -5052872.500000 Penalty: 3443.369629
	Iteration 83Q: 3 clusters Score -5052872 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 38937 members 
Entering Unmasked Estep 
Score: -5052875.500000 Penalty: 3443.369629
	Iteration 84Q: 3 clusters Score -5052876 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 38943 members 
Entering Unmasked Estep 
Score: -5052873.500000 Penalty: 3443.369629
	Iteration 85Q: 3 clusters Score -5052874 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 38944 members 
Entering Unmasked Estep 
Score: -5052877.000000 Penalty: 3443.369629
	Iteration 86Q: 3 clusters Score -5052877 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 38946 members 
Entering Unmasked Estep 
Score: -5052881.000000 Penalty: 3443.369629
	Iteration 87Q: 3 clusters Score -5052881 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 38948 members 
Entering Unmasked Estep 
Score: -5052881.000000 Penalty: 3443.369629
	Iteration 88Q: 3 clusters Score -5052881 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 38951 members 
Entering Unmasked Estep 
Score: -5052882.500000 Penalty: 3443.369629
	Iteration 89Q: 3 clusters Score -5052882 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 38955 members 
Entering Unmasked Estep 
Score: -5052889.500000 Penalty: 3443.369629
	Iteration 90Q: 3 clusters Score -5052890 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 38960 members 
Entering Unmasked Estep 
Score: -5052882.500000 Penalty: 3443.369629
	Iteration 91Q: 3 clusters Score -5052882 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 38962 members 
Entering Unmasked Estep 
Score: -5052888.000000 Penalty: 3443.369629
	Iteration 92Q: 3 clusters Score -5052888 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 38965 members 
Entering Unmasked Estep 
Score: -5052888.500000 Penalty: 3443.369629
	Iteration 93Q: 3 clusters Score -5052888 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 38966 members 
Entering Unmasked Estep 
Score: -5052885.000000 Penalty: 3443.369629
	Iteration 94Q: 3 clusters Score -5052885 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 38967 members 
Entering Unmasked Estep 
Score: -5052887.500000 Penalty: 3443.369629
	Iteration 95Q: 3 clusters Score -5052888 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 38969 members 
Entering Unmasked Estep 
Score: -5052887.500000 Penalty: 3443.369629
	Iteration 96Q: 3 clusters Score -5052888 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 38973 members 
Entering Unmasked Estep 
Score: -5052894.500000 Penalty: 3443.369629
	Iteration 97Q: 3 clusters Score -5052894 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 38974 members 
Entering Unmasked Estep 
Score: -5052889.500000 Penalty: 3443.369629
	Iteration 98Q: 3 clusters Score -5052890 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 38976 members 
Entering Unmasked Estep 
Score: -5052892.500000 Penalty: 3443.369629
	Iteration 99Q: 3 clusters Score -5052892 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 38976 members 
Entering Unmasked Estep 
Score: -5052892.500000 Penalty: 3443.369629
	Iteration 100F: 3 clusters Score -5052892 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (17863 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17863 members 
Entering Unmasked Estep 
Score: -2248982.000000 Penalty: 1590.954224
	Iteration 0F: 2 clusters Score -2248982 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8930 members 
Mstep: Class 2 contains 8933 members 
Entering Unmasked Estep 
Score: -2236781.250000 Penalty: 3181.908447
	Iteration 0F: 3 clusters Score -2236781 nChanged 7887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9113 members 
Mstep: Class 2 contains 8750 members 
Entering Unmasked Estep 
Score: -2241115.250000 Penalty: 3181.908447
	Iteration 1F: 3 clusters Score -2241115 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9160 members 
Mstep: Class 2 contains 8703 members 
Entering Unmasked Estep 
Score: -2241412.250000 Penalty: 3181.908447
	Iteration 2F: 3 clusters Score -2241412 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9261 members 
Mstep: Class 2 contains 8602 members 
Entering Unmasked Estep 
Score: -2241677.000000 Penalty: 3181.908447
	Iteration 3Q: 3 clusters Score -2241677 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9313 members 
Mstep: Class 2 contains 8550 members 
Entering Unmasked Estep 
Score: -2241889.750000 Penalty: 3181.908447
	Iteration 4Q: 3 clusters Score -2241890 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9392 members 
Mstep: Class 2 contains 8471 members 
Entering Unmasked Estep 
Score: -2242129.000000 Penalty: 3181.908447
	Iteration 5Q: 3 clusters Score -2242129 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9495 members 
Mstep: Class 2 contains 8368 members 
Entering Unmasked Estep 
Score: -2242378.500000 Penalty: 3181.908447
	Iteration 6Q: 3 clusters Score -2242378 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9617 members 
Mstep: Class 2 contains 8246 members 
Entering Unmasked Estep 
Score: -2242687.750000 Penalty: 3181.908447
	Iteration 7Q: 3 clusters Score -2242688 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9742 members 
Mstep: Class 2 contains 8121 members 
Entering Unmasked Estep 
Score: -2243050.000000 Penalty: 3181.908447
	Iteration 8Q: 3 clusters Score -2243050 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9873 members 
Mstep: Class 2 contains 7990 members 
Entering Unmasked Estep 
Score: -2243567.000000 Penalty: 3181.908447
	Iteration 9Q: 3 clusters Score -2243567 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10042 members 
Mstep: Class 2 contains 7821 members 
Entering Unmasked Estep 
Score: -2244301.500000 Penalty: 3181.908447
	Iteration 10F: 3 clusters Score -2244302 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10246 members 
Mstep: Class 2 contains 7617 members 
Entering Unmasked Estep 
Score: -2245212.000000 Penalty: 3181.908447
	Iteration 11F: 3 clusters Score -2245212 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10429 members 
Mstep: Class 2 contains 7434 members 
Entering Unmasked Estep 
Score: -2246054.750000 Penalty: 3181.908447
	Iteration 12F: 3 clusters Score -2246055 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10643 members 
Mstep: Class 2 contains 7220 members 
Entering Unmasked Estep 
Score: -2246668.500000 Penalty: 3181.908447
	Iteration 13Q: 3 clusters Score -2246668 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10836 members 
Mstep: Class 2 contains 7027 members 
Entering Unmasked Estep 
Score: -2247015.000000 Penalty: 3181.908447
	Iteration 14Q: 3 clusters Score -2247015 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11053 members 
Mstep: Class 2 contains 6810 members 
Entering Unmasked Estep 
Score: -2247253.000000 Penalty: 3181.908447
	Iteration 15Q: 3 clusters Score -2247253 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11234 members 
Mstep: Class 2 contains 6629 members 
Entering Unmasked Estep 
Score: -2247412.500000 Penalty: 3181.908447
	Iteration 16Q: 3 clusters Score -2247412 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11425 members 
Mstep: Class 2 contains 6438 members 
Entering Unmasked Estep 
Score: -2247521.250000 Penalty: 3181.908447
	Iteration 17Q: 3 clusters Score -2247521 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11601 members 
Mstep: Class 2 contains 6262 members 
Entering Unmasked Estep 
Score: -2247627.250000 Penalty: 3181.908447
	Iteration 18Q: 3 clusters Score -2247627 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11752 members 
Mstep: Class 2 contains 6111 members 
Entering Unmasked Estep 
Score: -2247719.500000 Penalty: 3181.908447
	Iteration 19Q: 3 clusters Score -2247720 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11890 members 
Mstep: Class 2 contains 5973 members 
Entering Unmasked Estep 
Score: -2247797.000000 Penalty: 3181.908447
	Iteration 20F: 3 clusters Score -2247797 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12035 members 
Mstep: Class 2 contains 5828 members 
Entering Unmasked Estep 
Score: -2247862.500000 Penalty: 3181.908447
	Iteration 21Q: 3 clusters Score -2247862 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12151 members 
Mstep: Class 2 contains 5712 members 
Entering Unmasked Estep 
Score: -2247909.250000 Penalty: 3181.908447
	Iteration 22Q: 3 clusters Score -2247909 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12248 members 
Mstep: Class 2 contains 5615 members 
Entering Unmasked Estep 
Score: -2247943.000000 Penalty: 3181.908447
	Iteration 23Q: 3 clusters Score -2247943 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12343 members 
Mstep: Class 2 contains 5520 members 
Entering Unmasked Estep 
Score: -2247986.000000 Penalty: 3181.908447
	Iteration 24Q: 3 clusters Score -2247986 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12437 members 
Mstep: Class 2 contains 5426 members 
Entering Unmasked Estep 
Score: -2248003.000000 Penalty: 3181.908447
	Iteration 25Q: 3 clusters Score -2248003 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12524 members 
Mstep: Class 2 contains 5339 members 
Entering Unmasked Estep 
Score: -2248020.250000 Penalty: 3181.908447
	Iteration 26Q: 3 clusters Score -2248020 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12590 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -2248029.000000 Penalty: 3181.908447
	Iteration 27Q: 3 clusters Score -2248029 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12643 members 
Mstep: Class 2 contains 5220 members 
Entering Unmasked Estep 
Score: -2248038.000000 Penalty: 3181.908447
	Iteration 28Q: 3 clusters Score -2248038 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12682 members 
Mstep: Class 2 contains 5181 members 
Entering Unmasked Estep 
Score: -2248048.000000 Penalty: 3181.908447
	Iteration 29Q: 3 clusters Score -2248048 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12710 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -2248050.750000 Penalty: 3181.908447
	Iteration 30Q: 3 clusters Score -2248051 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12743 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -2248056.000000 Penalty: 3181.908447
	Iteration 31Q: 3 clusters Score -2248056 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12772 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
Score: -2248057.000000 Penalty: 3181.908447
	Iteration 32Q: 3 clusters Score -2248057 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12797 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -2248054.500000 Penalty: 3181.908447
	Iteration 33Q: 3 clusters Score -2248054 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12823 members 
Mstep: Class 2 contains 5040 members 
Entering Unmasked Estep 
Score: -2248060.250000 Penalty: 3181.908447
	Iteration 34Q: 3 clusters Score -2248060 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12846 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -2248061.500000 Penalty: 3181.908447
	Iteration 35Q: 3 clusters Score -2248062 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12873 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -2248069.750000 Penalty: 3181.908447
	Iteration 36Q: 3 clusters Score -2248070 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12900 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -2248063.750000 Penalty: 3181.908447
	Iteration 37Q: 3 clusters Score -2248064 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12921 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
Score: -2248070.500000 Penalty: 3181.908447
	Iteration 38Q: 3 clusters Score -2248070 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12953 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -2248080.750000 Penalty: 3181.908447
	Iteration 39Q: 3 clusters Score -2248081 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12983 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -2248081.250000 Penalty: 3181.908447
	Iteration 40F: 3 clusters Score -2248081 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13014 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -2248088.250000 Penalty: 3181.908447
	Iteration 41Q: 3 clusters Score -2248088 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13035 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -2248089.000000 Penalty: 3181.908447
	Iteration 42Q: 3 clusters Score -2248089 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13052 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -2248089.500000 Penalty: 3181.908447
	Iteration 43Q: 3 clusters Score -2248090 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13065 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -2248093.500000 Penalty: 3181.908447
	Iteration 44Q: 3 clusters Score -2248094 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13076 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -2248096.500000 Penalty: 3181.908447
	Iteration 45Q: 3 clusters Score -2248096 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13087 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -2248093.250000 Penalty: 3181.908447
	Iteration 46Q: 3 clusters Score -2248093 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13096 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -2248092.750000 Penalty: 3181.908447
	Iteration 47Q: 3 clusters Score -2248093 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13100 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -2248093.750000 Penalty: 3181.908447
	Iteration 48Q: 3 clusters Score -2248094 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13102 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -2248095.250000 Penalty: 3181.908447
	Iteration 49Q: 3 clusters Score -2248095 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13104 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -2248096.750000 Penalty: 3181.908447
	Iteration 50Q: 3 clusters Score -2248097 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13106 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -2248096.000000 Penalty: 3181.908447
	Iteration 51Q: 3 clusters Score -2248096 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13109 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -2248093.500000 Penalty: 3181.908447
	Iteration 52Q: 3 clusters Score -2248094 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13111 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -2248096.250000 Penalty: 3181.908447
	Iteration 53Q: 3 clusters Score -2248096 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13114 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -2248089.500000 Penalty: 3181.908447
	Iteration 54Q: 3 clusters Score -2248090 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13115 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -2248091.000000 Penalty: 3181.908447
	Iteration 55Q: 3 clusters Score -2248091 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13116 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -2248092.500000 Penalty: 3181.908447
	Iteration 56Q: 3 clusters Score -2248092 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13116 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -2248092.500000 Penalty: 3181.908447
	Iteration 57F: 3 clusters Score -2248092 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (5153 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Entering Unmasked Estep 
Score: -623520.562500 Penalty: 1388.941895
	Iteration 0F: 2 clusters Score -623520.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -619396.750000 Penalty: 2777.883789
	Iteration 0F: 3 clusters Score -619396.8 nChanged 2105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -620686.250000 Penalty: 2777.883789
	Iteration 1F: 3 clusters Score -620686.2 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -621117.000000 Penalty: 2777.883789
	Iteration 2F: 3 clusters Score -621117 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -621412.312500 Penalty: 2777.883789
	Iteration 3F: 3 clusters Score -621412.3 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -621655.812500 Penalty: 2777.883789
	Iteration 4F: 3 clusters Score -621655.8 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -621830.125000 Penalty: 2777.883789
	Iteration 5Q: 3 clusters Score -621830.1 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -621963.437500 Penalty: 2777.883789
	Iteration 6Q: 3 clusters Score -621963.4 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -622100.500000 Penalty: 2777.883789
	Iteration 7Q: 3 clusters Score -622100.5 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -622219.375000 Penalty: 2777.883789
	Iteration 8Q: 3 clusters Score -622219.4 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -622314.875000 Penalty: 2777.883789
	Iteration 9Q: 3 clusters Score -622314.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -622374.187500 Penalty: 2777.883789
	Iteration 10Q: 3 clusters Score -622374.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -622427.250000 Penalty: 2777.883789
	Iteration 11Q: 3 clusters Score -622427.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -622469.687500 Penalty: 2777.883789
	Iteration 12Q: 3 clusters Score -622469.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -622491.812500 Penalty: 2777.883789
	Iteration 13Q: 3 clusters Score -622491.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -622509.875000 Penalty: 2777.883789
	Iteration 14Q: 3 clusters Score -622509.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -622522.687500 Penalty: 2777.883789
	Iteration 15Q: 3 clusters Score -622522.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -622532.250000 Penalty: 2777.883789
	Iteration 16Q: 3 clusters Score -622532.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -622538.625000 Penalty: 2777.883789
	Iteration 17Q: 3 clusters Score -622538.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -622541.937500 Penalty: 2777.883789
	Iteration 18Q: 3 clusters Score -622541.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -622547.875000 Penalty: 2777.883789
	Iteration 19Q: 3 clusters Score -622547.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -622551.750000 Penalty: 2777.883789
	Iteration 20F: 3 clusters Score -622551.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -622554.875000 Penalty: 2777.883789
	Iteration 21Q: 3 clusters Score -622554.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -622556.875000 Penalty: 2777.883789
	Iteration 22Q: 3 clusters Score -622556.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -622561.250000 Penalty: 2777.883789
	Iteration 23Q: 3 clusters Score -622561.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -622563.312500 Penalty: 2777.883789
	Iteration 24Q: 3 clusters Score -622563.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -622565.375000 Penalty: 2777.883789
	Iteration 25Q: 3 clusters Score -622565.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -622568.125000 Penalty: 2777.883789
	Iteration 26Q: 3 clusters Score -622568.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -622570.812500 Penalty: 2777.883789
	Iteration 27Q: 3 clusters Score -622570.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -622573.500000 Penalty: 2777.883789
	Iteration 28Q: 3 clusters Score -622573.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -622575.375000 Penalty: 2777.883789
	Iteration 29Q: 3 clusters Score -622575.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -622576.437500 Penalty: 2777.883789
	Iteration 30Q: 3 clusters Score -622576.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -622580.500000 Penalty: 2777.883789
	Iteration 31Q: 3 clusters Score -622580.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -622582.312500 Penalty: 2777.883789
	Iteration 32Q: 3 clusters Score -622582.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -622584.437500 Penalty: 2777.883789
	Iteration 33Q: 3 clusters Score -622584.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -622585.937500 Penalty: 2777.883789
	Iteration 34Q: 3 clusters Score -622585.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -622585.437500 Penalty: 2777.883789
	Iteration 35Q: 3 clusters Score -622585.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -622587.375000 Penalty: 2777.883789
	Iteration 36Q: 3 clusters Score -622587.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -622587.125000 Penalty: 2777.883789
	Iteration 37Q: 3 clusters Score -622587.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -622586.375000 Penalty: 2777.883789
	Iteration 38Q: 3 clusters Score -622586.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -622586.562500 Penalty: 2777.883789
	Iteration 39Q: 3 clusters Score -622586.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -622586.562500 Penalty: 2777.883789
	Iteration 40F: 3 clusters Score -622586.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (11405 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11405 members 
Entering Unmasked Estep 
Score: -1455559.625000 Penalty: 1518.043701
	Iteration 0F: 2 clusters Score -1455560 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5657 members 
Mstep: Class 2 contains 5748 members 
Entering Unmasked Estep 
Score: -1447454.000000 Penalty: 3036.087402
	Iteration 0F: 3 clusters Score -1447454 nChanged 4957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 5897 members 
Entering Unmasked Estep 
Score: -1450187.875000 Penalty: 3036.087402
	Iteration 1F: 3 clusters Score -1450188 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 5999 members 
Entering Unmasked Estep 
Score: -1450453.750000 Penalty: 3036.087402
	Iteration 2F: 3 clusters Score -1450454 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 6073 members 
Entering Unmasked Estep 
Score: -1450664.500000 Penalty: 3036.087402
	Iteration 3Q: 3 clusters Score -1450664 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 6158 members 
Entering Unmasked Estep 
Score: -1450832.250000 Penalty: 3036.087402
	Iteration 4Q: 3 clusters Score -1450832 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 6246 members 
Entering Unmasked Estep 
Score: -1450984.875000 Penalty: 3036.087402
	Iteration 5Q: 3 clusters Score -1450985 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 6338 members 
Entering Unmasked Estep 
Score: -1451121.250000 Penalty: 3036.087402
	Iteration 6Q: 3 clusters Score -1451121 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 6449 members 
Entering Unmasked Estep 
Score: -1451254.750000 Penalty: 3036.087402
	Iteration 7Q: 3 clusters Score -1451255 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 6599 members 
Entering Unmasked Estep 
Score: -1451407.500000 Penalty: 3036.087402
	Iteration 8Q: 3 clusters Score -1451408 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 6814 members 
Entering Unmasked Estep 
Score: -1451576.375000 Penalty: 3036.087402
	Iteration 9Q: 3 clusters Score -1451576 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 7042 members 
Entering Unmasked Estep 
Score: -1451757.750000 Penalty: 3036.087402
	Iteration 10Q: 3 clusters Score -1451758 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 7311 members 
Entering Unmasked Estep 
Score: -1451960.750000 Penalty: 3036.087402
	Iteration 11Q: 3 clusters Score -1451961 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 7627 members 
Entering Unmasked Estep 
Score: -1452193.625000 Penalty: 3036.087402
	Iteration 12Q: 3 clusters Score -1452194 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 7976 members 
Entering Unmasked Estep 
Score: -1452456.750000 Penalty: 3036.087402
	Iteration 13Q: 3 clusters Score -1452457 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 8363 members 
Entering Unmasked Estep 
Score: -1452733.500000 Penalty: 3036.087402
	Iteration 14Q: 3 clusters Score -1452734 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 8744 members 
Entering Unmasked Estep 
Score: -1452989.875000 Penalty: 3036.087402
	Iteration 15Q: 3 clusters Score -1452990 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 9122 members 
Entering Unmasked Estep 
Score: -1453229.625000 Penalty: 3036.087402
	Iteration 16Q: 3 clusters Score -1453230 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 9461 members 
Entering Unmasked Estep 
Score: -1453423.375000 Penalty: 3036.087402
	Iteration 17Q: 3 clusters Score -1453423 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 9735 members 
Entering Unmasked Estep 
Score: -1453590.625000 Penalty: 3036.087402
	Iteration 18Q: 3 clusters Score -1453591 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 9981 members 
Entering Unmasked Estep 
Score: -1453750.750000 Penalty: 3036.087402
	Iteration 19Q: 3 clusters Score -1453751 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 10181 members 
Entering Unmasked Estep 
Score: -1453891.875000 Penalty: 3036.087402
	Iteration 20F: 3 clusters Score -1453892 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 10341 members 
Entering Unmasked Estep 
Score: -1453993.125000 Penalty: 3036.087402
	Iteration 21Q: 3 clusters Score -1453993 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 10452 members 
Entering Unmasked Estep 
Score: -1454067.625000 Penalty: 3036.087402
	Iteration 22Q: 3 clusters Score -1454068 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 10544 members 
Entering Unmasked Estep 
Score: -1454120.125000 Penalty: 3036.087402
	Iteration 23Q: 3 clusters Score -1454120 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 10615 members 
Entering Unmasked Estep 
Score: -1454167.125000 Penalty: 3036.087402
	Iteration 24Q: 3 clusters Score -1454167 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 10684 members 
Entering Unmasked Estep 
Score: -1454211.125000 Penalty: 3036.087402
	Iteration 25Q: 3 clusters Score -1454211 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 10744 members 
Entering Unmasked Estep 
Score: -1454251.000000 Penalty: 3036.087402
	Iteration 26Q: 3 clusters Score -1454251 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 10777 members 
Entering Unmasked Estep 
Score: -1454277.250000 Penalty: 3036.087402
	Iteration 27Q: 3 clusters Score -1454277 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 10811 members 
Entering Unmasked Estep 
Score: -1454300.750000 Penalty: 3036.087402
	Iteration 28Q: 3 clusters Score -1454301 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 10839 members 
Entering Unmasked Estep 
Score: -1454322.750000 Penalty: 3036.087402
	Iteration 29Q: 3 clusters Score -1454323 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 10861 members 
Entering Unmasked Estep 
Score: -1454334.125000 Penalty: 3036.087402
	Iteration 30Q: 3 clusters Score -1454334 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 10875 members 
Entering Unmasked Estep 
Score: -1454342.625000 Penalty: 3036.087402
	Iteration 31Q: 3 clusters Score -1454343 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 10885 members 
Entering Unmasked Estep 
Score: -1454351.625000 Penalty: 3036.087402
	Iteration 32Q: 3 clusters Score -1454352 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 10895 members 
Entering Unmasked Estep 
Score: -1454353.875000 Penalty: 3036.087402
	Iteration 33Q: 3 clusters Score -1454354 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 10905 members 
Entering Unmasked Estep 
Score: -1454357.125000 Penalty: 3036.087402
	Iteration 34Q: 3 clusters Score -1454357 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 10909 members 
Entering Unmasked Estep 
Score: -1454359.625000 Penalty: 3036.087402
	Iteration 35Q: 3 clusters Score -1454360 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 10912 members 
Entering Unmasked Estep 
Score: -1454360.750000 Penalty: 3036.087402
	Iteration 36Q: 3 clusters Score -1454361 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 10914 members 
Entering Unmasked Estep 
Score: -1454361.625000 Penalty: 3036.087402
	Iteration 37Q: 3 clusters Score -1454362 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 10913 members 
Entering Unmasked Estep 
Score: -1454360.625000 Penalty: 3036.087402
	Iteration 38Q: 3 clusters Score -1454361 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 10914 members 
Entering Unmasked Estep 
Score: -1454360.250000 Penalty: 3036.087402
	Iteration 39Q: 3 clusters Score -1454360 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 10915 members 
Entering Unmasked Estep 
Score: -1454360.875000 Penalty: 3036.087402
	Iteration 40F: 3 clusters Score -1454361 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 10917 members 
Entering Unmasked Estep 
Score: -1454361.500000 Penalty: 3036.087402
	Iteration 41Q: 3 clusters Score -1454362 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 10918 members 
Entering Unmasked Estep 
Score: -1454362.875000 Penalty: 3036.087402
	Iteration 42Q: 3 clusters Score -1454363 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 10920 members 
Entering Unmasked Estep 
Score: -1454365.875000 Penalty: 3036.087402
	Iteration 43Q: 3 clusters Score -1454366 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 10920 members 
Entering Unmasked Estep 
Score: -1454365.875000 Penalty: 3036.087402
	Iteration 44F: 3 clusters Score -1454366 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (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: -290918.250000 Penalty: 1267.726074
	Iteration 0F: 2 clusters Score -290918.2 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 1243 members 
Entering Unmasked Estep 
Score: -288586.593750 Penalty: 2535.452148
	Iteration 0F: 3 clusters Score -288586.6 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -289158.281250 Penalty: 2535.452148
	Iteration 1F: 3 clusters Score -289158.3 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -289294.406250 Penalty: 2535.452148
	Iteration 2F: 3 clusters Score -289294.4 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -289378.687500 Penalty: 2535.452148
	Iteration 3F: 3 clusters Score -289378.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -289430.812500 Penalty: 2535.452148
	Iteration 4Q: 3 clusters Score -289430.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -289465.468750 Penalty: 2535.452148
	Iteration 5Q: 3 clusters Score -289465.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -289493.031250 Penalty: 2535.452148
	Iteration 6Q: 3 clusters Score -289493 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -289522.156250 Penalty: 2535.452148
	Iteration 7Q: 3 clusters Score -289522.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -289548.093750 Penalty: 2535.452148
	Iteration 8Q: 3 clusters Score -289548.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -289572.156250 Penalty: 2535.452148
	Iteration 9Q: 3 clusters Score -289572.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -289602.468750 Penalty: 2535.452148
	Iteration 10Q: 3 clusters Score -289602.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -289630.750000 Penalty: 2535.452148
	Iteration 11Q: 3 clusters Score -289630.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -289663.468750 Penalty: 2535.452148
	Iteration 12Q: 3 clusters Score -289663.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -289701.312500 Penalty: 2535.452148
	Iteration 13Q: 3 clusters Score -289701.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -289731.156250 Penalty: 2535.452148
	Iteration 14Q: 3 clusters Score -289731.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -289752.437500 Penalty: 2535.452148
	Iteration 15Q: 3 clusters Score -289752.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -289772.812500 Penalty: 2535.452148
	Iteration 16Q: 3 clusters Score -289772.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -289789.937500 Penalty: 2535.452148
	Iteration 17Q: 3 clusters Score -289789.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -289808.500000 Penalty: 2535.452148
	Iteration 18Q: 3 clusters Score -289808.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -289828.437500 Penalty: 2535.452148
	Iteration 19Q: 3 clusters Score -289828.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -289839.031250 Penalty: 2535.452148
	Iteration 20F: 3 clusters Score -289839 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -289844.875000 Penalty: 2535.452148
	Iteration 21Q: 3 clusters Score -289844.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -289853.781250 Penalty: 2535.452148
	Iteration 22Q: 3 clusters Score -289853.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -289862.468750 Penalty: 2535.452148
	Iteration 23Q: 3 clusters Score -289862.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -289870.968750 Penalty: 2535.452148
	Iteration 24Q: 3 clusters Score -289871 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -289881.218750 Penalty: 2535.452148
	Iteration 25Q: 3 clusters Score -289881.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -289890.437500 Penalty: 2535.452148
	Iteration 26Q: 3 clusters Score -289890.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -289898.937500 Penalty: 2535.452148
	Iteration 27Q: 3 clusters Score -289898.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -289906.406250 Penalty: 2535.452148
	Iteration 28Q: 3 clusters Score -289906.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -289915.125000 Penalty: 2535.452148
	Iteration 29Q: 3 clusters Score -289915.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -289924.906250 Penalty: 2535.452148
	Iteration 30Q: 3 clusters Score -289924.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -289935.187500 Penalty: 2535.452148
	Iteration 31Q: 3 clusters Score -289935.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -289942.812500 Penalty: 2535.452148
	Iteration 32Q: 3 clusters Score -289942.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -289950.000000 Penalty: 2535.452148
	Iteration 33Q: 3 clusters Score -289950 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -289956.906250 Penalty: 2535.452148
	Iteration 34Q: 3 clusters Score -289956.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -289962.531250 Penalty: 2535.452148
	Iteration 35Q: 3 clusters Score -289962.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -289970.500000 Penalty: 2535.452148
	Iteration 36Q: 3 clusters Score -289970.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -289977.687500 Penalty: 2535.452148
	Iteration 37Q: 3 clusters Score -289977.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -289983.625000 Penalty: 2535.452148
	Iteration 38Q: 3 clusters Score -289983.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -289989.343750 Penalty: 2535.452148
	Iteration 39Q: 3 clusters Score -289989.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -289991.156250 Penalty: 2535.452148
	Iteration 40F: 3 clusters Score -289991.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -289993.031250 Penalty: 2535.452148
	Iteration 41Q: 3 clusters Score -289993 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -289993.687500 Penalty: 2535.452148
	Iteration 42Q: 3 clusters Score -289993.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -289994.593750 Penalty: 2535.452148
	Iteration 43Q: 3 clusters Score -289994.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -289994.718750 Penalty: 2535.452148
	Iteration 44Q: 3 clusters Score -289994.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -289995.937500 Penalty: 2535.452148
	Iteration 45Q: 3 clusters Score -289995.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -289996.718750 Penalty: 2535.452148
	Iteration 46Q: 3 clusters Score -289996.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -289996.718750 Penalty: 2535.452148
	Iteration 47F: 3 clusters Score -289996.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (2749 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Entering Unmasked Estep 
Score: -333736.968750 Penalty: 1286.836304
	Iteration 0F: 2 clusters Score -333737 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -331181.156250 Penalty: 2573.672607
	Iteration 0F: 3 clusters Score -331181.2 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -331795.000000 Penalty: 2573.672607
	Iteration 1F: 3 clusters Score -331795 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -331963.125000 Penalty: 2573.672607
	Iteration 2F: 3 clusters Score -331963.1 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -332081.500000 Penalty: 2573.672607
	Iteration 3F: 3 clusters Score -332081.5 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -332180.875000 Penalty: 2573.672607
	Iteration 4F: 3 clusters Score -332180.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -332271.468750 Penalty: 2573.672607
	Iteration 5Q: 3 clusters Score -332271.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -332348.187500 Penalty: 2573.672607
	Iteration 6Q: 3 clusters Score -332348.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -332387.687500 Penalty: 2573.672607
	Iteration 7Q: 3 clusters Score -332387.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -332413.968750 Penalty: 2573.672607
	Iteration 8Q: 3 clusters Score -332414 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -332437.937500 Penalty: 2573.672607
	Iteration 9Q: 3 clusters Score -332437.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -332458.218750 Penalty: 2573.672607
	Iteration 10Q: 3 clusters Score -332458.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -332475.593750 Penalty: 2573.672607
	Iteration 11Q: 3 clusters Score -332475.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -332495.031250 Penalty: 2573.672607
	Iteration 12Q: 3 clusters Score -332495 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -332516.968750 Penalty: 2573.672607
	Iteration 13Q: 3 clusters Score -332517 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -332537.906250 Penalty: 2573.672607
	Iteration 14Q: 3 clusters Score -332537.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -332564.750000 Penalty: 2573.672607
	Iteration 15Q: 3 clusters Score -332564.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -332587.718750 Penalty: 2573.672607
	Iteration 16Q: 3 clusters Score -332587.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -332610.687500 Penalty: 2573.672607
	Iteration 17Q: 3 clusters Score -332610.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -332631.062500 Penalty: 2573.672607
	Iteration 18Q: 3 clusters Score -332631.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -332648.781250 Penalty: 2573.672607
	Iteration 19Q: 3 clusters Score -332648.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -332665.625000 Penalty: 2573.672607
	Iteration 20F: 3 clusters Score -332665.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -332679.031250 Penalty: 2573.672607
	Iteration 21Q: 3 clusters Score -332679 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -332691.062500 Penalty: 2573.672607
	Iteration 22Q: 3 clusters Score -332691.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -332698.781250 Penalty: 2573.672607
	Iteration 23Q: 3 clusters Score -332698.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -332703.093750 Penalty: 2573.672607
	Iteration 24Q: 3 clusters Score -332703.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -332707.406250 Penalty: 2573.672607
	Iteration 25Q: 3 clusters Score -332707.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -332711.468750 Penalty: 2573.672607
	Iteration 26Q: 3 clusters Score -332711.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -332714.187500 Penalty: 2573.672607
	Iteration 27Q: 3 clusters Score -332714.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -332717.062500 Penalty: 2573.672607
	Iteration 28Q: 3 clusters Score -332717.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -332718.187500 Penalty: 2573.672607
	Iteration 29Q: 3 clusters Score -332718.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -332719.187500 Penalty: 2573.672607
	Iteration 30Q: 3 clusters Score -332719.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -332719.781250 Penalty: 2573.672607
	Iteration 31Q: 3 clusters Score -332719.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -332720.843750 Penalty: 2573.672607
	Iteration 32Q: 3 clusters Score -332720.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -332721.281250 Penalty: 2573.672607
	Iteration 33Q: 3 clusters Score -332721.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -332722.406250 Penalty: 2573.672607
	Iteration 34Q: 3 clusters Score -332722.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -332723.500000 Penalty: 2573.672607
	Iteration 35Q: 3 clusters Score -332723.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -332724.593750 Penalty: 2573.672607
	Iteration 36Q: 3 clusters Score -332724.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -332726.750000 Penalty: 2573.672607
	Iteration 37Q: 3 clusters Score -332726.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -332726.187500 Penalty: 2573.672607
	Iteration 38Q: 3 clusters Score -332726.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -332726.781250 Penalty: 2573.672607
	Iteration 39Q: 3 clusters Score -332726.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -332727.093750 Penalty: 2573.672607
	Iteration 40F: 3 clusters Score -332727.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (19054 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19054 members 
Entering Unmasked Estep 
Score: -2228970.250000 Penalty: 1601.442749
	Iteration 0F: 2 clusters Score -2228970 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9419 members 
Mstep: Class 2 contains 9635 members 
Entering Unmasked Estep 
Score: -2215955.500000 Penalty: 3202.885498
	Iteration 0F: 3 clusters Score -2215956 nChanged 8676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8783 members 
Mstep: Class 2 contains 10271 members 
Entering Unmasked Estep 
Score: -2220804.000000 Penalty: 3202.885498
	Iteration 1F: 3 clusters Score -2220804 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8469 members 
Mstep: Class 2 contains 10585 members 
Entering Unmasked Estep 
Score: -2221329.750000 Penalty: 3202.885498
	Iteration 2F: 3 clusters Score -2221330 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8086 members 
Mstep: Class 2 contains 10968 members 
Entering Unmasked Estep 
Score: -2221938.500000 Penalty: 3202.885498
	Iteration 3F: 3 clusters Score -2221938 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7591 members 
Mstep: Class 2 contains 11463 members 
Entering Unmasked Estep 
Score: -2222597.250000 Penalty: 3202.885498
	Iteration 4F: 3 clusters Score -2222597 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6972 members 
Mstep: Class 2 contains 12082 members 
Entering Unmasked Estep 
Score: -2223308.750000 Penalty: 3202.885498
	Iteration 5F: 3 clusters Score -2223309 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6313 members 
Mstep: Class 2 contains 12741 members 
Entering Unmasked Estep 
Score: -2223993.250000 Penalty: 3202.885498
	Iteration 6F: 3 clusters Score -2223993 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5666 members 
Mstep: Class 2 contains 13388 members 
Entering Unmasked Estep 
Score: -2224645.500000 Penalty: 3202.885498
	Iteration 7F: 3 clusters Score -2224646 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 14001 members 
Entering Unmasked Estep 
Score: -2225159.000000 Penalty: 3202.885498
	Iteration 8Q: 3 clusters Score -2225159 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 14530 members 
Entering Unmasked Estep 
Score: -2225562.500000 Penalty: 3202.885498
	Iteration 9Q: 3 clusters Score -2225562 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 14994 members 
Entering Unmasked Estep 
Score: -2225873.250000 Penalty: 3202.885498
	Iteration 10Q: 3 clusters Score -2225873 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 15413 members 
Entering Unmasked Estep 
Score: -2226127.750000 Penalty: 3202.885498
	Iteration 11Q: 3 clusters Score -2226128 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 15807 members 
Entering Unmasked Estep 
Score: -2226345.250000 Penalty: 3202.885498
	Iteration 12Q: 3 clusters Score -2226345 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 16153 members 
Entering Unmasked Estep 
Score: -2226550.250000 Penalty: 3202.885498
	Iteration 13Q: 3 clusters Score -2226550 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 16499 members 
Entering Unmasked Estep 
Score: -2226754.750000 Penalty: 3202.885498
	Iteration 14Q: 3 clusters Score -2226755 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 16788 members 
Entering Unmasked Estep 
Score: -2226929.250000 Penalty: 3202.885498
	Iteration 15Q: 3 clusters Score -2226929 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 17047 members 
Entering Unmasked Estep 
Score: -2227090.750000 Penalty: 3202.885498
	Iteration 16Q: 3 clusters Score -2227091 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 17298 members 
Entering Unmasked Estep 
Score: -2227256.250000 Penalty: 3202.885498
	Iteration 17Q: 3 clusters Score -2227256 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 17490 members 
Entering Unmasked Estep 
Score: -2227359.250000 Penalty: 3202.885498
	Iteration 18Q: 3 clusters Score -2227359 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 17636 members 
Entering Unmasked Estep 
Score: -2227434.250000 Penalty: 3202.885498
	Iteration 19Q: 3 clusters Score -2227434 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 17754 members 
Entering Unmasked Estep 
Score: -2227501.000000 Penalty: 3202.885498
	Iteration 20F: 3 clusters Score -2227501 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 17847 members 
Entering Unmasked Estep 
Score: -2227556.250000 Penalty: 3202.885498
	Iteration 21Q: 3 clusters Score -2227556 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 17937 members 
Entering Unmasked Estep 
Score: -2227607.000000 Penalty: 3202.885498
	Iteration 22Q: 3 clusters Score -2227607 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 18007 members 
Entering Unmasked Estep 
Score: -2227655.000000 Penalty: 3202.885498
	Iteration 23Q: 3 clusters Score -2227655 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 18066 members 
Entering Unmasked Estep 
Score: -2227697.250000 Penalty: 3202.885498
	Iteration 24Q: 3 clusters Score -2227697 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 18117 members 
Entering Unmasked Estep 
Score: -2227745.000000 Penalty: 3202.885498
	Iteration 25Q: 3 clusters Score -2227745 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 18164 members 
Entering Unmasked Estep 
Score: -2227772.750000 Penalty: 3202.885498
	Iteration 26Q: 3 clusters Score -2227773 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 18198 members 
Entering Unmasked Estep 
Score: -2227795.250000 Penalty: 3202.885498
	Iteration 27Q: 3 clusters Score -2227795 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 18215 members 
Entering Unmasked Estep 
Score: -2227807.000000 Penalty: 3202.885498
	Iteration 28Q: 3 clusters Score -2227807 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 18227 members 
Entering Unmasked Estep 
Score: -2227818.000000 Penalty: 3202.885498
	Iteration 29Q: 3 clusters Score -2227818 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 18237 members 
Entering Unmasked Estep 
Score: -2227823.500000 Penalty: 3202.885498
	Iteration 30Q: 3 clusters Score -2227824 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 18253 members 
Entering Unmasked Estep 
Score: -2227830.750000 Penalty: 3202.885498
	Iteration 31Q: 3 clusters Score -2227831 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 18263 members 
Entering Unmasked Estep 
Score: -2227835.500000 Penalty: 3202.885498
	Iteration 32Q: 3 clusters Score -2227836 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 18277 members 
Entering Unmasked Estep 
Score: -2227841.250000 Penalty: 3202.885498
	Iteration 33Q: 3 clusters Score -2227841 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 18281 members 
Entering Unmasked Estep 
Score: -2227844.750000 Penalty: 3202.885498
	Iteration 34Q: 3 clusters Score -2227845 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 18287 members 
Entering Unmasked Estep 
Score: -2227850.750000 Penalty: 3202.885498
	Iteration 35Q: 3 clusters Score -2227851 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 18298 members 
Entering Unmasked Estep 
Score: -2227858.250000 Penalty: 3202.885498
	Iteration 36Q: 3 clusters Score -2227858 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 18310 members 
Entering Unmasked Estep 
Score: -2227861.250000 Penalty: 3202.885498
	Iteration 37Q: 3 clusters Score -2227861 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 18315 members 
Entering Unmasked Estep 
Score: -2227863.500000 Penalty: 3202.885498
	Iteration 38Q: 3 clusters Score -2227864 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 18316 members 
Entering Unmasked Estep 
Score: -2227863.000000 Penalty: 3202.885498
	Iteration 39Q: 3 clusters Score -2227863 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 18317 members 
Entering Unmasked Estep 
Score: -2227864.500000 Penalty: 3202.885498
	Iteration 40F: 3 clusters Score -2227864 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 18318 members 
Entering Unmasked Estep 
Score: -2227865.250000 Penalty: 3202.885498
	Iteration 41Q: 3 clusters Score -2227865 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 18319 members 
Entering Unmasked Estep 
Score: -2227865.250000 Penalty: 3202.885498
	Iteration 42Q: 3 clusters Score -2227865 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 18320 members 
Entering Unmasked Estep 
Score: -2227865.500000 Penalty: 3202.885498
	Iteration 43Q: 3 clusters Score -2227866 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 18320 members 
Entering Unmasked Estep 
Score: -2227865.500000 Penalty: 3202.885498
	Iteration 44F: 3 clusters Score -2227866 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (1360 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Entering Unmasked Estep 
Score: -168413.093750 Penalty: 1172.476440
	Iteration 0F: 2 clusters Score -168413.1 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 660 members 
Entering Unmasked Estep 
Score: -166711.203125 Penalty: 2344.952881
	Iteration 0F: 3 clusters Score -166711.2 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -167026.671875 Penalty: 2344.952881
	Iteration 1F: 3 clusters Score -167026.7 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -167134.484375 Penalty: 2344.952881
	Iteration 2F: 3 clusters Score -167134.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -167216.734375 Penalty: 2344.952881
	Iteration 3F: 3 clusters Score -167216.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -167269.140625 Penalty: 2344.952881
	Iteration 4Q: 3 clusters Score -167269.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -167294.421875 Penalty: 2344.952881
	Iteration 5Q: 3 clusters Score -167294.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -167319.671875 Penalty: 2344.952881
	Iteration 6Q: 3 clusters Score -167319.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -167346.250000 Penalty: 2344.952881
	Iteration 7Q: 3 clusters Score -167346.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -167362.968750 Penalty: 2344.952881
	Iteration 8Q: 3 clusters Score -167363 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -167381.921875 Penalty: 2344.952881
	Iteration 9Q: 3 clusters Score -167381.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -167408.140625 Penalty: 2344.952881
	Iteration 10Q: 3 clusters Score -167408.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -167429.015625 Penalty: 2344.952881
	Iteration 11Q: 3 clusters Score -167429 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -167444.187500 Penalty: 2344.952881
	Iteration 12Q: 3 clusters Score -167444.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -167452.500000 Penalty: 2344.952881
	Iteration 13Q: 3 clusters Score -167452.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -167460.640625 Penalty: 2344.952881
	Iteration 14Q: 3 clusters Score -167460.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -167469.015625 Penalty: 2344.952881
	Iteration 15Q: 3 clusters Score -167469 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -167474.375000 Penalty: 2344.952881
	Iteration 16Q: 3 clusters Score -167474.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -167475.062500 Penalty: 2344.952881
	Iteration 17Q: 3 clusters Score -167475.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -167475.062500 Penalty: 2344.952881
	Iteration 18F: 3 clusters Score -167475.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (14738 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14738 members 
Entering Unmasked Estep 
Score: -1864813.125000 Penalty: 1559.704956
	Iteration 0F: 2 clusters Score -1864813 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7387 members 
Mstep: Class 2 contains 7351 members 
Entering Unmasked Estep 
Score: -1854598.375000 Penalty: 3119.409912
	Iteration 0F: 3 clusters Score -1854598 nChanged 6583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7248 members 
Mstep: Class 2 contains 7490 members 
Entering Unmasked Estep 
Score: -1858139.500000 Penalty: 3119.409912
	Iteration 1F: 3 clusters Score -1858140 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7029 members 
Mstep: Class 2 contains 7709 members 
Entering Unmasked Estep 
Score: -1858518.000000 Penalty: 3119.409912
	Iteration 2F: 3 clusters Score -1858518 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6714 members 
Mstep: Class 2 contains 8024 members 
Entering Unmasked Estep 
Score: -1858955.250000 Penalty: 3119.409912
	Iteration 3F: 3 clusters Score -1858955 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6312 members 
Mstep: Class 2 contains 8426 members 
Entering Unmasked Estep 
Score: -1859362.625000 Penalty: 3119.409912
	Iteration 4F: 3 clusters Score -1859363 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5927 members 
Mstep: Class 2 contains 8811 members 
Entering Unmasked Estep 
Score: -1859727.000000 Penalty: 3119.409912
	Iteration 5F: 3 clusters Score -1859727 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5477 members 
Mstep: Class 2 contains 9261 members 
Entering Unmasked Estep 
Score: -1860102.125000 Penalty: 3119.409912
	Iteration 6F: 3 clusters Score -1860102 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 9699 members 
Entering Unmasked Estep 
Score: -1860394.625000 Penalty: 3119.409912
	Iteration 7Q: 3 clusters Score -1860395 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 10138 members 
Entering Unmasked Estep 
Score: -1860669.250000 Penalty: 3119.409912
	Iteration 8Q: 3 clusters Score -1860669 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 10559 members 
Entering Unmasked Estep 
Score: -1860895.375000 Penalty: 3119.409912
	Iteration 9Q: 3 clusters Score -1860895 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 10980 members 
Entering Unmasked Estep 
Score: -1861114.625000 Penalty: 3119.409912
	Iteration 10Q: 3 clusters Score -1861115 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 11437 members 
Entering Unmasked Estep 
Score: -1861355.625000 Penalty: 3119.409912
	Iteration 11Q: 3 clusters Score -1861356 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 11910 members 
Entering Unmasked Estep 
Score: -1861610.625000 Penalty: 3119.409912
	Iteration 12Q: 3 clusters Score -1861611 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 12341 members 
Entering Unmasked Estep 
Score: -1861859.000000 Penalty: 3119.409912
	Iteration 13Q: 3 clusters Score -1861859 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 12791 members 
Entering Unmasked Estep 
Score: -1862138.375000 Penalty: 3119.409912
	Iteration 14Q: 3 clusters Score -1862138 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 13205 members 
Entering Unmasked Estep 
Score: -1862427.250000 Penalty: 3119.409912
	Iteration 15Q: 3 clusters Score -1862427 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 13542 members 
Entering Unmasked Estep 
Score: -1862668.625000 Penalty: 3119.409912
	Iteration 16Q: 3 clusters Score -1862669 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 13808 members 
Entering Unmasked Estep 
Score: -1862864.750000 Penalty: 3119.409912
	Iteration 17Q: 3 clusters Score -1862865 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 14020 members 
Entering Unmasked Estep 
Score: -1863040.500000 Penalty: 3119.409912
	Iteration 18Q: 3 clusters Score -1863040 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 14156 members 
Entering Unmasked Estep 
Score: -1863144.875000 Penalty: 3119.409912
	Iteration 19Q: 3 clusters Score -1863145 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 14246 members 
Entering Unmasked Estep 
Score: -1863216.000000 Penalty: 3119.409912
	Iteration 20F: 3 clusters Score -1863216 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 14316 members 
Entering Unmasked Estep 
Score: -1863277.750000 Penalty: 3119.409912
	Iteration 21Q: 3 clusters Score -1863278 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 14355 members 
Entering Unmasked Estep 
Score: -1863306.250000 Penalty: 3119.409912
	Iteration 22Q: 3 clusters Score -1863306 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 14386 members 
Entering Unmasked Estep 
Score: -1863336.375000 Penalty: 3119.409912
	Iteration 23Q: 3 clusters Score -1863336 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 14406 members 
Entering Unmasked Estep 
Score: -1863367.125000 Penalty: 3119.409912
	Iteration 24Q: 3 clusters Score -1863367 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 14422 members 
Entering Unmasked Estep 
Score: -1863390.375000 Penalty: 3119.409912
	Iteration 25Q: 3 clusters Score -1863390 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 14431 members 
Entering Unmasked Estep 
Score: -1863400.000000 Penalty: 3119.409912
	Iteration 26Q: 3 clusters Score -1863400 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 14441 members 
Entering Unmasked Estep 
Score: -1863410.625000 Penalty: 3119.409912
	Iteration 27Q: 3 clusters Score -1863411 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 14449 members 
Entering Unmasked Estep 
Score: -1863420.625000 Penalty: 3119.409912
	Iteration 28Q: 3 clusters Score -1863421 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 14458 members 
Entering Unmasked Estep 
Score: -1863431.625000 Penalty: 3119.409912
	Iteration 29Q: 3 clusters Score -1863432 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 14460 members 
Entering Unmasked Estep 
Score: -1863442.625000 Penalty: 3119.409912
	Iteration 30Q: 3 clusters Score -1863443 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 14461 members 
Entering Unmasked Estep 
Score: -1863449.625000 Penalty: 3119.409912
	Iteration 31Q: 3 clusters Score -1863450 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 14465 members 
Entering Unmasked Estep 
Score: -1863450.375000 Penalty: 3119.409912
	Iteration 32Q: 3 clusters Score -1863450 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 14465 members 
Entering Unmasked Estep 
Score: -1863455.250000 Penalty: 3119.409912
	Iteration 33Q: 3 clusters Score -1863455 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 14465 members 
Entering Unmasked Estep 
Score: -1863456.500000 Penalty: 3119.409912
	Iteration 34Q: 3 clusters Score -1863456 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 14463 members 
Entering Unmasked Estep 
Score: -1863456.125000 Penalty: 3119.409912
	Iteration 35Q: 3 clusters Score -1863456 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 14463 members 
Entering Unmasked Estep 
Score: -1863459.250000 Penalty: 3119.409912
	Iteration 36Q: 3 clusters Score -1863459 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 14463 members 
Entering Unmasked Estep 
Score: -1863460.250000 Penalty: 3119.409912
	Iteration 37Q: 3 clusters Score -1863460 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 14462 members 
Entering Unmasked Estep 
Score: -1863460.000000 Penalty: 3119.409912
	Iteration 38Q: 3 clusters Score -1863460 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 14462 members 
Entering Unmasked Estep 
Score: -1863460.000000 Penalty: 3119.409912
	Iteration 39F: 3 clusters Score -1863460 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (1936 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Entering Unmasked Estep 
Score: -264547.343750 Penalty: 1229.861694
	Iteration 0F: 2 clusters Score -264547.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -262488.718750 Penalty: 2459.723389
	Iteration 0F: 3 clusters Score -262488.7 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -262921.437500 Penalty: 2459.723389
	Iteration 1F: 3 clusters Score -262921.4 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -263025.218750 Penalty: 2459.723389
	Iteration 2F: 3 clusters Score -263025.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -263074.343750 Penalty: 2459.723389
	Iteration 3Q: 3 clusters Score -263074.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -263101.656250 Penalty: 2459.723389
	Iteration 4Q: 3 clusters Score -263101.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -263123.125000 Penalty: 2459.723389
	Iteration 5Q: 3 clusters Score -263123.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -263140.312500 Penalty: 2459.723389
	Iteration 6Q: 3 clusters Score -263140.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -263149.937500 Penalty: 2459.723389
	Iteration 7Q: 3 clusters Score -263149.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -263165.187500 Penalty: 2459.723389
	Iteration 8Q: 3 clusters Score -263165.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -263179.375000 Penalty: 2459.723389
	Iteration 9Q: 3 clusters Score -263179.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -263190.875000 Penalty: 2459.723389
	Iteration 10Q: 3 clusters Score -263190.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -263202.000000 Penalty: 2459.723389
	Iteration 11Q: 3 clusters Score -263202 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -263210.875000 Penalty: 2459.723389
	Iteration 12Q: 3 clusters Score -263210.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -263218.375000 Penalty: 2459.723389
	Iteration 13Q: 3 clusters Score -263218.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -263223.343750 Penalty: 2459.723389
	Iteration 14Q: 3 clusters Score -263223.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -263227.750000 Penalty: 2459.723389
	Iteration 15Q: 3 clusters Score -263227.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -263231.406250 Penalty: 2459.723389
	Iteration 16Q: 3 clusters Score -263231.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -263235.843750 Penalty: 2459.723389
	Iteration 17Q: 3 clusters Score -263235.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -263239.125000 Penalty: 2459.723389
	Iteration 18Q: 3 clusters Score -263239.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -263243.875000 Penalty: 2459.723389
	Iteration 19Q: 3 clusters Score -263243.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -263248.937500 Penalty: 2459.723389
	Iteration 20F: 3 clusters Score -263248.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -263253.656250 Penalty: 2459.723389
	Iteration 21Q: 3 clusters Score -263253.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -263259.156250 Penalty: 2459.723389
	Iteration 22Q: 3 clusters Score -263259.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -263264.031250 Penalty: 2459.723389
	Iteration 23Q: 3 clusters Score -263264 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -263272.687500 Penalty: 2459.723389
	Iteration 24Q: 3 clusters Score -263272.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -263279.781250 Penalty: 2459.723389
	Iteration 25Q: 3 clusters Score -263279.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -263284.218750 Penalty: 2459.723389
	Iteration 26Q: 3 clusters Score -263284.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -263288.062500 Penalty: 2459.723389
	Iteration 27Q: 3 clusters Score -263288.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -263290.281250 Penalty: 2459.723389
	Iteration 28Q: 3 clusters Score -263290.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -263294.968750 Penalty: 2459.723389
	Iteration 29Q: 3 clusters Score -263295 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -263300.468750 Penalty: 2459.723389
	Iteration 30Q: 3 clusters Score -263300.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -263305.531250 Penalty: 2459.723389
	Iteration 31Q: 3 clusters Score -263305.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -263307.375000 Penalty: 2459.723389
	Iteration 32Q: 3 clusters Score -263307.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -263309.187500 Penalty: 2459.723389
	Iteration 33Q: 3 clusters Score -263309.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -263312.812500 Penalty: 2459.723389
	Iteration 34Q: 3 clusters Score -263312.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -263315.937500 Penalty: 2459.723389
	Iteration 35Q: 3 clusters Score -263315.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -263315.937500 Penalty: 2459.723389
	Iteration 36Q: 3 clusters Score -263315.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -263315.937500 Penalty: 2459.723389
	Iteration 37F: 3 clusters Score -263315.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (1129 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Entering Unmasked Estep 
Score: -134406.015625 Penalty: 1142.226685
	Iteration 0F: 2 clusters Score -134406 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 574 members 
Entering Unmasked Estep 
Score: -132893.125000 Penalty: 2284.453369
	Iteration 0F: 3 clusters Score -132893.1 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -133208.968750 Penalty: 2284.453369
	Iteration 1F: 3 clusters Score -133209 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -133293.015625 Penalty: 2284.453369
	Iteration 2F: 3 clusters Score -133293 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -133360.734375 Penalty: 2284.453369
	Iteration 3Q: 3 clusters Score -133360.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -133426.109375 Penalty: 2284.453369
	Iteration 4Q: 3 clusters Score -133426.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -133504.406250 Penalty: 2284.453369
	Iteration 5Q: 3 clusters Score -133504.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -133584.859375 Penalty: 2284.453369
	Iteration 6Q: 3 clusters Score -133584.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -133655.656250 Penalty: 2284.453369
	Iteration 7Q: 3 clusters Score -133655.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -133723.281250 Penalty: 2284.453369
	Iteration 8Q: 3 clusters Score -133723.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -133781.062500 Penalty: 2284.453369
	Iteration 9Q: 3 clusters Score -133781.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -133829.062500 Penalty: 2284.453369
	Iteration 10Q: 3 clusters Score -133829.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -133875.671875 Penalty: 2284.453369
	Iteration 11Q: 3 clusters Score -133875.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -133915.078125 Penalty: 2284.453369
	Iteration 12Q: 3 clusters Score -133915.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -133939.125000 Penalty: 2284.453369
	Iteration 13Q: 3 clusters Score -133939.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -133963.281250 Penalty: 2284.453369
	Iteration 14Q: 3 clusters Score -133963.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -133997.015625 Penalty: 2284.453369
	Iteration 15Q: 3 clusters Score -133997 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -134034.359375 Penalty: 2284.453369
	Iteration 16Q: 3 clusters Score -134034.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -134058.859375 Penalty: 2284.453369
	Iteration 17Q: 3 clusters Score -134058.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -134072.062500 Penalty: 2284.453369
	Iteration 18Q: 3 clusters Score -134072.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -134089.281250 Penalty: 2284.453369
	Iteration 19Q: 3 clusters Score -134089.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -134107.234375 Penalty: 2284.453369
	Iteration 20F: 3 clusters Score -134107.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -134119.796875 Penalty: 2284.453369
	Iteration 21Q: 3 clusters Score -134119.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -134124.000000 Penalty: 2284.453369
	Iteration 22Q: 3 clusters Score -134124 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -134126.046875 Penalty: 2284.453369
	Iteration 23Q: 3 clusters Score -134126 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -134128.140625 Penalty: 2284.453369
	Iteration 24Q: 3 clusters Score -134128.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -134130.093750 Penalty: 2284.453369
	Iteration 25Q: 3 clusters Score -134130.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -134130.828125 Penalty: 2284.453369
	Iteration 26Q: 3 clusters Score -134130.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -134132.500000 Penalty: 2284.453369
	Iteration 27Q: 3 clusters Score -134132.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -134132.500000 Penalty: 2284.453369
	Iteration 28F: 3 clusters Score -134132.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (4226 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Entering Unmasked Estep 
Score: -534045.562500 Penalty: 1356.714355
	Iteration 0F: 2 clusters Score -534045.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -530523.062500 Penalty: 2713.428711
	Iteration 0F: 3 clusters Score -530523.1 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -531456.750000 Penalty: 2713.428711
	Iteration 1F: 3 clusters Score -531456.8 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -531709.937500 Penalty: 2713.428711
	Iteration 2F: 3 clusters Score -531709.9 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -531919.687500 Penalty: 2713.428711
	Iteration 3F: 3 clusters Score -531919.7 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -532093.875000 Penalty: 2713.428711
	Iteration 4F: 3 clusters Score -532093.9 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -532236.125000 Penalty: 2713.428711
	Iteration 5Q: 3 clusters Score -532236.1 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -532362.250000 Penalty: 2713.428711
	Iteration 6Q: 3 clusters Score -532362.2 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -532477.875000 Penalty: 2713.428711
	Iteration 7Q: 3 clusters Score -532477.9 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -532585.687500 Penalty: 2713.428711
	Iteration 8Q: 3 clusters Score -532585.7 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -532702.937500 Penalty: 2713.428711
	Iteration 9Q: 3 clusters Score -532702.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -532806.375000 Penalty: 2713.428711
	Iteration 10Q: 3 clusters Score -532806.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -532916.062500 Penalty: 2713.428711
	Iteration 11Q: 3 clusters Score -532916.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -532993.187500 Penalty: 2713.428711
	Iteration 12Q: 3 clusters Score -532993.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -533035.687500 Penalty: 2713.428711
	Iteration 13Q: 3 clusters Score -533035.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -533056.687500 Penalty: 2713.428711
	Iteration 14Q: 3 clusters Score -533056.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -533072.125000 Penalty: 2713.428711
	Iteration 15Q: 3 clusters Score -533072.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -533085.687500 Penalty: 2713.428711
	Iteration 16Q: 3 clusters Score -533085.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -533089.625000 Penalty: 2713.428711
	Iteration 17Q: 3 clusters Score -533089.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -533095.312500 Penalty: 2713.428711
	Iteration 18Q: 3 clusters Score -533095.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -533102.250000 Penalty: 2713.428711
	Iteration 19Q: 3 clusters Score -533102.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -533105.875000 Penalty: 2713.428711
	Iteration 20F: 3 clusters Score -533105.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -533110.312500 Penalty: 2713.428711
	Iteration 21Q: 3 clusters Score -533110.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -533113.687500 Penalty: 2713.428711
	Iteration 22Q: 3 clusters Score -533113.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -533119.437500 Penalty: 2713.428711
	Iteration 23Q: 3 clusters Score -533119.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -533121.875000 Penalty: 2713.428711
	Iteration 24Q: 3 clusters Score -533121.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -533122.687500 Penalty: 2713.428711
	Iteration 25Q: 3 clusters Score -533122.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -533124.937500 Penalty: 2713.428711
	Iteration 26Q: 3 clusters Score -533124.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -533127.500000 Penalty: 2713.428711
	Iteration 27Q: 3 clusters Score -533127.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -533127.875000 Penalty: 2713.428711
	Iteration 28Q: 3 clusters Score -533127.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -533131.000000 Penalty: 2713.428711
	Iteration 29Q: 3 clusters Score -533131 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -533131.125000 Penalty: 2713.428711
	Iteration 30Q: 3 clusters Score -533131.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -533132.750000 Penalty: 2713.428711
	Iteration 31Q: 3 clusters Score -533132.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -533135.312500 Penalty: 2713.428711
	Iteration 32Q: 3 clusters Score -533135.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -533136.625000 Penalty: 2713.428711
	Iteration 33Q: 3 clusters Score -533136.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -533137.250000 Penalty: 2713.428711
	Iteration 34Q: 3 clusters Score -533137.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -533137.937500 Penalty: 2713.428711
	Iteration 35Q: 3 clusters Score -533137.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -533140.000000 Penalty: 2713.428711
	Iteration 36Q: 3 clusters Score -533140 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -533143.750000 Penalty: 2713.428711
	Iteration 37Q: 3 clusters Score -533143.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -533147.312500 Penalty: 2713.428711
	Iteration 38Q: 3 clusters Score -533147.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -533150.312500 Penalty: 2713.428711
	Iteration 39Q: 3 clusters Score -533150.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -533153.375000 Penalty: 2713.428711
	Iteration 40F: 3 clusters Score -533153.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -533155.000000 Penalty: 2713.428711
	Iteration 41Q: 3 clusters Score -533155 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -533156.500000 Penalty: 2713.428711
	Iteration 42Q: 3 clusters Score -533156.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -533157.375000 Penalty: 2713.428711
	Iteration 43Q: 3 clusters Score -533157.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -533159.312500 Penalty: 2713.428711
	Iteration 44Q: 3 clusters Score -533159.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -533160.562500 Penalty: 2713.428711
	Iteration 45Q: 3 clusters Score -533160.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -533161.000000 Penalty: 2713.428711
	Iteration 46Q: 3 clusters Score -533161 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -533161.000000 Penalty: 2713.428711
	Iteration 47F: 3 clusters Score -533161 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (4021 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Entering Unmasked Estep 
Score: -430730.031250 Penalty: 1348.633911
	Iteration 0F: 2 clusters Score -430730 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -427363.656250 Penalty: 2697.267822
	Iteration 0F: 3 clusters Score -427363.7 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -428381.750000 Penalty: 2697.267822
	Iteration 1F: 3 clusters Score -428381.8 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -428642.906250 Penalty: 2697.267822
	Iteration 2F: 3 clusters Score -428642.9 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -428830.531250 Penalty: 2697.267822
	Iteration 3F: 3 clusters Score -428830.5 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -429007.187500 Penalty: 2697.267822
	Iteration 4F: 3 clusters Score -429007.2 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -429144.812500 Penalty: 2697.267822
	Iteration 5Q: 3 clusters Score -429144.8 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -429265.875000 Penalty: 2697.267822
	Iteration 6Q: 3 clusters Score -429265.9 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -429364.562500 Penalty: 2697.267822
	Iteration 7Q: 3 clusters Score -429364.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -429458.343750 Penalty: 2697.267822
	Iteration 8Q: 3 clusters Score -429458.3 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -429541.625000 Penalty: 2697.267822
	Iteration 9Q: 3 clusters Score -429541.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -429601.656250 Penalty: 2697.267822
	Iteration 10Q: 3 clusters Score -429601.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -429650.968750 Penalty: 2697.267822
	Iteration 11Q: 3 clusters Score -429651 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -429694.187500 Penalty: 2697.267822
	Iteration 12Q: 3 clusters Score -429694.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -429725.250000 Penalty: 2697.267822
	Iteration 13Q: 3 clusters Score -429725.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -429751.875000 Penalty: 2697.267822
	Iteration 14Q: 3 clusters Score -429751.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -429764.375000 Penalty: 2697.267822
	Iteration 15Q: 3 clusters Score -429764.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -429775.468750 Penalty: 2697.267822
	Iteration 16Q: 3 clusters Score -429775.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -429781.687500 Penalty: 2697.267822
	Iteration 17Q: 3 clusters Score -429781.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -429786.656250 Penalty: 2697.267822
	Iteration 18Q: 3 clusters Score -429786.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -429791.812500 Penalty: 2697.267822
	Iteration 19Q: 3 clusters Score -429791.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -429794.437500 Penalty: 2697.267822
	Iteration 20F: 3 clusters Score -429794.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -429797.000000 Penalty: 2697.267822
	Iteration 21Q: 3 clusters Score -429797 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -429797.937500 Penalty: 2697.267822
	Iteration 22Q: 3 clusters Score -429797.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -429799.625000 Penalty: 2697.267822
	Iteration 23Q: 3 clusters Score -429799.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -429803.156250 Penalty: 2697.267822
	Iteration 24Q: 3 clusters Score -429803.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -429807.125000 Penalty: 2697.267822
	Iteration 25Q: 3 clusters Score -429807.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -429810.500000 Penalty: 2697.267822
	Iteration 26Q: 3 clusters Score -429810.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -429813.531250 Penalty: 2697.267822
	Iteration 27Q: 3 clusters Score -429813.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -429814.812500 Penalty: 2697.267822
	Iteration 28Q: 3 clusters Score -429814.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -429816.250000 Penalty: 2697.267822
	Iteration 29Q: 3 clusters Score -429816.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -429817.312500 Penalty: 2697.267822
	Iteration 30Q: 3 clusters Score -429817.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -429817.562500 Penalty: 2697.267822
	Iteration 31Q: 3 clusters Score -429817.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -429816.656250 Penalty: 2697.267822
	Iteration 32Q: 3 clusters Score -429816.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -429817.343750 Penalty: 2697.267822
	Iteration 33Q: 3 clusters Score -429817.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -429817.343750 Penalty: 2697.267822
	Iteration 34F: 3 clusters Score -429817.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (3198 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Entering Unmasked Estep 
Score: -393982.375000 Penalty: 1311.420654
	Iteration 0F: 2 clusters Score -393982.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -391131.375000 Penalty: 2622.841309
	Iteration 0F: 3 clusters Score -391131.4 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -391822.468750 Penalty: 2622.841309
	Iteration 1F: 3 clusters Score -391822.5 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -391958.343750 Penalty: 2622.841309
	Iteration 2F: 3 clusters Score -391958.3 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -392034.531250 Penalty: 2622.841309
	Iteration 3Q: 3 clusters Score -392034.5 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -392101.750000 Penalty: 2622.841309
	Iteration 4Q: 3 clusters Score -392101.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -392174.000000 Penalty: 2622.841309
	Iteration 5Q: 3 clusters Score -392174 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -392227.125000 Penalty: 2622.841309
	Iteration 6Q: 3 clusters Score -392227.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -392262.343750 Penalty: 2622.841309
	Iteration 7Q: 3 clusters Score -392262.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -392304.656250 Penalty: 2622.841309
	Iteration 8Q: 3 clusters Score -392304.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -392351.718750 Penalty: 2622.841309
	Iteration 9Q: 3 clusters Score -392351.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -392410.843750 Penalty: 2622.841309
	Iteration 10Q: 3 clusters Score -392410.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -392477.937500 Penalty: 2622.841309
	Iteration 11Q: 3 clusters Score -392477.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -392528.343750 Penalty: 2622.841309
	Iteration 12Q: 3 clusters Score -392528.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -392579.562500 Penalty: 2622.841309
	Iteration 13Q: 3 clusters Score -392579.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -392652.218750 Penalty: 2622.841309
	Iteration 14Q: 3 clusters Score -392652.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -392725.656250 Penalty: 2622.841309
	Iteration 15Q: 3 clusters Score -392725.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -392816.906250 Penalty: 2622.841309
	Iteration 16Q: 3 clusters Score -392816.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -392964.812500 Penalty: 2622.841309
	Iteration 17Q: 3 clusters Score -392964.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -393135.062500 Penalty: 2622.841309
	Iteration 18Q: 3 clusters Score -393135.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -393322.437500 Penalty: 2622.841309
	Iteration 19Q: 3 clusters Score -393322.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -393504.125000 Penalty: 2622.841309
	Iteration 20F: 3 clusters Score -393504.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -393659.125000 Penalty: 2622.841309
	Iteration 21Q: 3 clusters Score -393659.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -393766.375000 Penalty: 2622.841309
	Iteration 22Q: 3 clusters Score -393766.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -393821.812500 Penalty: 2622.841309
	Iteration 23Q: 3 clusters Score -393821.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -393857.750000 Penalty: 2622.841309
	Iteration 24Q: 3 clusters Score -393857.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -393881.156250 Penalty: 2622.841309
	Iteration 25Q: 3 clusters Score -393881.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -393907.843750 Penalty: 2622.841309
	Iteration 26Q: 3 clusters Score -393907.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -393942.468750 Penalty: 2622.841309
	Iteration 27Q: 3 clusters Score -393942.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -393959.718750 Penalty: 2622.841309
	Iteration 28Q: 3 clusters Score -393959.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -393970.750000 Penalty: 2622.841309
	Iteration 29Q: 3 clusters Score -393970.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -393980.093750 Penalty: 2622.841309
	Iteration 30Q: 3 clusters Score -393980.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -393988.406250 Penalty: 2622.841309
	Iteration 31Q: 3 clusters Score -393988.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -393996.500000 Penalty: 2622.841309
	Iteration 32Q: 3 clusters Score -393996.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -394002.000000 Penalty: 2622.841309
	Iteration 33Q: 3 clusters Score -394002 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -394007.593750 Penalty: 2622.841309
	Iteration 34Q: 3 clusters Score -394007.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -394011.000000 Penalty: 2622.841309
	Iteration 35Q: 3 clusters Score -394011 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -394013.531250 Penalty: 2622.841309
	Iteration 36Q: 3 clusters Score -394013.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -394017.281250 Penalty: 2622.841309
	Iteration 37Q: 3 clusters Score -394017.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -394023.875000 Penalty: 2622.841309
	Iteration 38Q: 3 clusters Score -394023.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -394028.812500 Penalty: 2622.841309
	Iteration 39Q: 3 clusters Score -394028.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -394032.156250 Penalty: 2622.841309
	Iteration 40F: 3 clusters Score -394032.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -394031.937500 Penalty: 2622.841309
	Iteration 41Q: 3 clusters Score -394031.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -394032.937500 Penalty: 2622.841309
	Iteration 42Q: 3 clusters Score -394032.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -394033.031250 Penalty: 2622.841309
	Iteration 43Q: 3 clusters Score -394033 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -394033.093750 Penalty: 2622.841309
	Iteration 44Q: 3 clusters Score -394033.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -394033.093750 Penalty: 2622.841309
	Iteration 45F: 3 clusters Score -394033.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 5721 members 
Mstep: Class 3 contains 5303 members 
Mstep: Class 4 contains 34970 members 
Mstep: Class 5 contains 95916 members 
Mstep: Class 6 contains 461 members 
Mstep: Class 7 contains 17574 members 
Mstep: Class 8 contains 152462 members 
Mstep: Class 9 contains 8842 members 
Mstep: Class 10 contains 2181 members 
Mstep: Class 11 contains 452 members 
Mstep: Class 12 contains 17982 members 
Mstep: Class 13 contains 1392 members 
Mstep: Class 14 contains 1888 members 
Mstep: Class 15 contains 8226 members 
Mstep: Class 16 contains 38959 members 
Mstep: Class 17 contains 56369 members 
Mstep: Class 18 contains 2374 members 
Mstep: Class 19 contains 11484 members 
Mstep: Class 20 contains 37177 members 
Mstep: Class 21 contains 8069 members 
Mstep: Class 22 contains 12596 members 
Mstep: Class 23 contains 3059 members 
Mstep: Class 24 contains 39547 members 
Mstep: Class 25 contains 9323 members 
Mstep: Class 26 contains 4115 members 
Mstep: Class 27 contains 8846 members 
Mstep: Class 28 contains 3839 members 
Mstep: Class 29 contains 7707 members 
Mstep: Class 30 contains 6677 members 
Mstep: Class 31 contains 23476 members 
Mstep: Class 32 contains 39934 members 
Mstep: Class 33 contains 17863 members 
Mstep: Class 34 contains 5153 members 
Mstep: Class 35 contains 11405 members 
Mstep: Class 36 contains 2444 members 
Mstep: Class 37 contains 2749 members 
Mstep: Class 38 contains 19054 members 
Mstep: Class 39 contains 1360 members 
Mstep: Class 40 contains 14738 members 
Mstep: Class 41 contains 1936 members 
Mstep: Class 42 contains 1129 members 
Mstep: Class 43 contains 4226 members 
Mstep: Class 44 contains 4021 members 
Mstep: Class 45 contains 1366 members 
Mstep: Class 46 contains 5005 members 
Mstep: Class 47 contains 12342 members 
Mstep: Class 48 contains 2910 members 
Mstep: Class 49 contains 8042 members 
Mstep: Class 50 contains 27414 members 
Mstep: Class 51 contains 3325 members 
Mstep: Class 52 contains 1832 members 
Entering Unmasked Estep 
Score: -100305872.000000 Penalty: 115070.648438
Splitting cluster 45 changes total score from -100306664.000000 to -100305872.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 46 (5005 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Entering Unmasked Estep 
Score: -612625.750000 Penalty: 1384.206299
	Iteration 0F: 2 clusters Score -612625.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -608669.250000 Penalty: 2768.412598
	Iteration 0F: 3 clusters Score -608669.2 nChanged 2028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -609868.812500 Penalty: 2768.412598
	Iteration 1F: 3 clusters Score -609868.8 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -610068.750000 Penalty: 2768.412598
	Iteration 2F: 3 clusters Score -610068.8 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -610202.125000 Penalty: 2768.412598
	Iteration 3F: 3 clusters Score -610202.1 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -610334.125000 Penalty: 2768.412598
	Iteration 4Q: 3 clusters Score -610334.1 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -610490.812500 Penalty: 2768.412598
	Iteration 5Q: 3 clusters Score -610490.8 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -610647.375000 Penalty: 2768.412598
	Iteration 6Q: 3 clusters Score -610647.4 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -610814.437500 Penalty: 2768.412598
	Iteration 7Q: 3 clusters Score -610814.4 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -610994.125000 Penalty: 2768.412598
	Iteration 8Q: 3 clusters Score -610994.1 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -611155.125000 Penalty: 2768.412598
	Iteration 9Q: 3 clusters Score -611155.1 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -611327.687500 Penalty: 2768.412598
	Iteration 10Q: 3 clusters Score -611327.7 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -611479.687500 Penalty: 2768.412598
	Iteration 11Q: 3 clusters Score -611479.7 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -611596.937500 Penalty: 2768.412598
	Iteration 12Q: 3 clusters Score -611596.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -611682.812500 Penalty: 2768.412598
	Iteration 13Q: 3 clusters Score -611682.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -611737.187500 Penalty: 2768.412598
	Iteration 14Q: 3 clusters Score -611737.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -611772.937500 Penalty: 2768.412598
	Iteration 15Q: 3 clusters Score -611772.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -611794.812500 Penalty: 2768.412598
	Iteration 16Q: 3 clusters Score -611794.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -611811.312500 Penalty: 2768.412598
	Iteration 17Q: 3 clusters Score -611811.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -611822.125000 Penalty: 2768.412598
	Iteration 18Q: 3 clusters Score -611822.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -611829.125000 Penalty: 2768.412598
	Iteration 19Q: 3 clusters Score -611829.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -611835.125000 Penalty: 2768.412598
	Iteration 20F: 3 clusters Score -611835.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -611837.750000 Penalty: 2768.412598
	Iteration 21Q: 3 clusters Score -611837.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -611840.625000 Penalty: 2768.412598
	Iteration 22Q: 3 clusters Score -611840.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -611843.000000 Penalty: 2768.412598
	Iteration 23Q: 3 clusters Score -611843 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -611845.062500 Penalty: 2768.412598
	Iteration 24Q: 3 clusters Score -611845.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -611848.312500 Penalty: 2768.412598
	Iteration 25Q: 3 clusters Score -611848.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -611850.937500 Penalty: 2768.412598
	Iteration 26Q: 3 clusters Score -611850.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -611851.500000 Penalty: 2768.412598
	Iteration 27Q: 3 clusters Score -611851.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -611853.625000 Penalty: 2768.412598
	Iteration 28Q: 3 clusters Score -611853.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -611856.500000 Penalty: 2768.412598
	Iteration 29Q: 3 clusters Score -611856.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -611857.875000 Penalty: 2768.412598
	Iteration 30Q: 3 clusters Score -611857.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -611857.500000 Penalty: 2768.412598
	Iteration 31Q: 3 clusters Score -611857.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -611859.687500 Penalty: 2768.412598
	Iteration 32Q: 3 clusters Score -611859.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -611860.000000 Penalty: 2768.412598
	Iteration 33Q: 3 clusters Score -611860 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -611861.437500 Penalty: 2768.412598
	Iteration 34Q: 3 clusters Score -611861.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -611861.125000 Penalty: 2768.412598
	Iteration 35Q: 3 clusters Score -611861.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -611861.125000 Penalty: 2768.412598
	Iteration 36F: 3 clusters Score -611861.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (12342 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12342 members 
Entering Unmasked Estep 
Score: -1563751.375000 Penalty: 1530.874023
	Iteration 0F: 2 clusters Score -1563751 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6055 members 
Mstep: Class 2 contains 6287 members 
Entering Unmasked Estep 
Score: -1555055.125000 Penalty: 3061.748047
	Iteration 0F: 3 clusters Score -1555055 nChanged 5476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5375 members 
Mstep: Class 2 contains 6967 members 
Entering Unmasked Estep 
Score: -1558154.875000 Penalty: 3061.748047
	Iteration 1F: 3 clusters Score -1558155 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 7386 members 
Entering Unmasked Estep 
Score: -1558515.125000 Penalty: 3061.748047
	Iteration 2F: 3 clusters Score -1558515 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 7882 members 
Entering Unmasked Estep 
Score: -1558898.000000 Penalty: 3061.748047
	Iteration 3F: 3 clusters Score -1558898 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 8485 members 
Entering Unmasked Estep 
Score: -1559383.625000 Penalty: 3061.748047
	Iteration 4F: 3 clusters Score -1559384 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 9164 members 
Entering Unmasked Estep 
Score: -1559945.000000 Penalty: 3061.748047
	Iteration 5F: 3 clusters Score -1559945 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 9869 members 
Entering Unmasked Estep 
Score: -1560551.750000 Penalty: 3061.748047
	Iteration 6F: 3 clusters Score -1560552 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 10494 members 
Entering Unmasked Estep 
Score: -1561096.625000 Penalty: 3061.748047
	Iteration 7F: 3 clusters Score -1561097 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 11002 members 
Entering Unmasked Estep 
Score: -1561534.625000 Penalty: 3061.748047
	Iteration 8Q: 3 clusters Score -1561535 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 11404 members 
Entering Unmasked Estep 
Score: -1561873.000000 Penalty: 3061.748047
	Iteration 9Q: 3 clusters Score -1561873 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 11668 members 
Entering Unmasked Estep 
Score: -1562115.625000 Penalty: 3061.748047
	Iteration 10Q: 3 clusters Score -1562116 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 11835 members 
Entering Unmasked Estep 
Score: -1562285.875000 Penalty: 3061.748047
	Iteration 11Q: 3 clusters Score -1562286 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 11934 members 
Entering Unmasked Estep 
Score: -1562400.125000 Penalty: 3061.748047
	Iteration 12Q: 3 clusters Score -1562400 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 11988 members 
Entering Unmasked Estep 
Score: -1562465.375000 Penalty: 3061.748047
	Iteration 13Q: 3 clusters Score -1562465 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 12011 members 
Entering Unmasked Estep 
Score: -1562489.250000 Penalty: 3061.748047
	Iteration 14Q: 3 clusters Score -1562489 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 12030 members 
Entering Unmasked Estep 
Score: -1562509.750000 Penalty: 3061.748047
	Iteration 15Q: 3 clusters Score -1562510 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 12040 members 
Entering Unmasked Estep 
Score: -1562523.500000 Penalty: 3061.748047
	Iteration 16Q: 3 clusters Score -1562524 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 12051 members 
Entering Unmasked Estep 
Score: -1562532.250000 Penalty: 3061.748047
	Iteration 17Q: 3 clusters Score -1562532 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 12055 members 
Entering Unmasked Estep 
Score: -1562537.125000 Penalty: 3061.748047
	Iteration 18Q: 3 clusters Score -1562537 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 12056 members 
Entering Unmasked Estep 
Score: -1562539.125000 Penalty: 3061.748047
	Iteration 19Q: 3 clusters Score -1562539 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 12060 members 
Entering Unmasked Estep 
Score: -1562545.250000 Penalty: 3061.748047
	Iteration 20F: 3 clusters Score -1562545 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 12061 members 
Entering Unmasked Estep 
Score: -1562548.875000 Penalty: 3061.748047
	Iteration 21Q: 3 clusters Score -1562549 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 12059 members 
Entering Unmasked Estep 
Score: -1562550.250000 Penalty: 3061.748047
	Iteration 22Q: 3 clusters Score -1562550 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 12059 members 
Entering Unmasked Estep 
Score: -1562550.250000 Penalty: 3061.748047
	Iteration 23F: 3 clusters Score -1562550 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (2910 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Entering Unmasked Estep 
Score: -331461.531250 Penalty: 1296.085083
	Iteration 0F: 2 clusters Score -331461.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -328762.781250 Penalty: 2592.170166
	Iteration 0F: 3 clusters Score -328762.8 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -329439.468750 Penalty: 2592.170166
	Iteration 1F: 3 clusters Score -329439.5 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -329576.250000 Penalty: 2592.170166
	Iteration 2F: 3 clusters Score -329576.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -329673.500000 Penalty: 2592.170166
	Iteration 3Q: 3 clusters Score -329673.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -329746.125000 Penalty: 2592.170166
	Iteration 4Q: 3 clusters Score -329746.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -329821.250000 Penalty: 2592.170166
	Iteration 5Q: 3 clusters Score -329821.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -329895.656250 Penalty: 2592.170166
	Iteration 6Q: 3 clusters Score -329895.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -329986.031250 Penalty: 2592.170166
	Iteration 7Q: 3 clusters Score -329986 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -330052.875000 Penalty: 2592.170166
	Iteration 8Q: 3 clusters Score -330052.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -330112.437500 Penalty: 2592.170166
	Iteration 9Q: 3 clusters Score -330112.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -330156.750000 Penalty: 2592.170166
	Iteration 10Q: 3 clusters Score -330156.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -330193.312500 Penalty: 2592.170166
	Iteration 11Q: 3 clusters Score -330193.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -330235.531250 Penalty: 2592.170166
	Iteration 12Q: 3 clusters Score -330235.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -330284.687500 Penalty: 2592.170166
	Iteration 13Q: 3 clusters Score -330284.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -330336.000000 Penalty: 2592.170166
	Iteration 14Q: 3 clusters Score -330336 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -330418.312500 Penalty: 2592.170166
	Iteration 15Q: 3 clusters Score -330418.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -330592.656250 Penalty: 2592.170166
	Iteration 16Q: 3 clusters Score -330592.7 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -330800.343750 Penalty: 2592.170166
	Iteration 17Q: 3 clusters Score -330800.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -330955.125000 Penalty: 2592.170166
	Iteration 18Q: 3 clusters Score -330955.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -331080.718750 Penalty: 2592.170166
	Iteration 19Q: 3 clusters Score -331080.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -331138.718750 Penalty: 2592.170166
	Iteration 20F: 3 clusters Score -331138.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -331179.718750 Penalty: 2592.170166
	Iteration 21Q: 3 clusters Score -331179.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -331233.593750 Penalty: 2592.170166
	Iteration 22Q: 3 clusters Score -331233.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -331284.968750 Penalty: 2592.170166
	Iteration 23Q: 3 clusters Score -331285 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -331327.625000 Penalty: 2592.170166
	Iteration 24Q: 3 clusters Score -331327.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -331375.750000 Penalty: 2592.170166
	Iteration 25Q: 3 clusters Score -331375.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -331430.312500 Penalty: 2592.170166
	Iteration 26Q: 3 clusters Score -331430.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -331508.406250 Penalty: 2592.170166
	Iteration 27Q: 3 clusters Score -331508.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -331605.406250 Penalty: 2592.170166
	Iteration 28Q: 3 clusters Score -331605.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -331688.468750 Penalty: 2592.170166
	Iteration 29Q: 3 clusters Score -331688.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -331743.093750 Penalty: 2592.170166
	Iteration 30Q: 3 clusters Score -331743.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -331788.031250 Penalty: 2592.170166
	Iteration 31Q: 3 clusters Score -331788 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -331810.281250 Penalty: 2592.170166
	Iteration 32Q: 3 clusters Score -331810.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -331825.125000 Penalty: 2592.170166
	Iteration 33Q: 3 clusters Score -331825.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -331838.125000 Penalty: 2592.170166
	Iteration 34Q: 3 clusters Score -331838.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -331850.437500 Penalty: 2592.170166
	Iteration 35Q: 3 clusters Score -331850.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -331859.500000 Penalty: 2592.170166
	Iteration 36Q: 3 clusters Score -331859.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -331863.937500 Penalty: 2592.170166
	Iteration 37Q: 3 clusters Score -331863.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -331865.000000 Penalty: 2592.170166
	Iteration 38Q: 3 clusters Score -331865 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -331867.031250 Penalty: 2592.170166
	Iteration 39Q: 3 clusters Score -331867 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -331868.906250 Penalty: 2592.170166
	Iteration 40F: 3 clusters Score -331868.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -331869.062500 Penalty: 2592.170166
	Iteration 41Q: 3 clusters Score -331869.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -331868.593750 Penalty: 2592.170166
	Iteration 42Q: 3 clusters Score -331868.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -331868.593750 Penalty: 2592.170166
	Iteration 43F: 3 clusters Score -331868.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 5721 members 
Mstep: Class 3 contains 5303 members 
Mstep: Class 4 contains 34970 members 
Mstep: Class 5 contains 95916 members 
Mstep: Class 6 contains 461 members 
Mstep: Class 7 contains 17574 members 
Mstep: Class 8 contains 152462 members 
Mstep: Class 9 contains 8842 members 
Mstep: Class 10 contains 2181 members 
Mstep: Class 11 contains 452 members 
Mstep: Class 12 contains 17982 members 
Mstep: Class 13 contains 1392 members 
Mstep: Class 14 contains 1888 members 
Mstep: Class 15 contains 8226 members 
Mstep: Class 16 contains 38959 members 
Mstep: Class 17 contains 56369 members 
Mstep: Class 18 contains 2374 members 
Mstep: Class 19 contains 11484 members 
Mstep: Class 20 contains 37177 members 
Mstep: Class 21 contains 8069 members 
Mstep: Class 22 contains 12596 members 
Mstep: Class 23 contains 3059 members 
Mstep: Class 24 contains 39547 members 
Mstep: Class 25 contains 9323 members 
Mstep: Class 26 contains 4115 members 
Mstep: Class 27 contains 8846 members 
Mstep: Class 28 contains 3839 members 
Mstep: Class 29 contains 7707 members 
Mstep: Class 30 contains 6677 members 
Mstep: Class 31 contains 23476 members 
Mstep: Class 32 contains 39934 members 
Mstep: Class 33 contains 17863 members 
Mstep: Class 34 contains 5153 members 
Mstep: Class 35 contains 11405 members 
Mstep: Class 36 contains 2444 members 
Mstep: Class 37 contains 2749 members 
Mstep: Class 38 contains 19054 members 
Mstep: Class 39 contains 1360 members 
Mstep: Class 40 contains 14738 members 
Mstep: Class 41 contains 1936 members 
Mstep: Class 42 contains 1129 members 
Mstep: Class 43 contains 4226 members 
Mstep: Class 44 contains 4021 members 
Mstep: Class 45 contains 3198 members 
Mstep: Class 46 contains 5005 members 
Mstep: Class 47 contains 12342 members 
Mstep: Class 48 contains 1147 members 
Mstep: Class 49 contains 8042 members 
Mstep: Class 50 contains 27414 members 
Mstep: Class 51 contains 3325 members 
Mstep: Class 52 contains 1763 members 
Entering Unmasked Estep 
Score: -100305840.000000 Penalty: 115070.648438
Splitting cluster 48 changes total score from -100306664.000000 to -100305840.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 49 (8042 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8042 members 
Entering Unmasked Estep 
Score: -1026261.125000 Penalty: 1461.270508
	Iteration 0F: 2 clusters Score -1026261 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -1020331.937500 Penalty: 2922.541016
	Iteration 0F: 3 clusters Score -1020332 nChanged 3435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -1022230.375000 Penalty: 2922.541016
	Iteration 1F: 3 clusters Score -1022230 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -1022521.500000 Penalty: 2922.541016
	Iteration 2F: 3 clusters Score -1022522 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -1022824.562500 Penalty: 2922.541016
	Iteration 3F: 3 clusters Score -1022825 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -1023130.437500 Penalty: 2922.541016
	Iteration 4F: 3 clusters Score -1023130 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -1023451.250000 Penalty: 2922.541016
	Iteration 5F: 3 clusters Score -1023451 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -1023794.625000 Penalty: 2922.541016
	Iteration 6F: 3 clusters Score -1023795 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -1024097.500000 Penalty: 2922.541016
	Iteration 7F: 3 clusters Score -1024098 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -1024323.375000 Penalty: 2922.541016
	Iteration 8Q: 3 clusters Score -1024323 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -1024460.500000 Penalty: 2922.541016
	Iteration 9Q: 3 clusters Score -1024460 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5291 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -1024539.437500 Penalty: 2922.541016
	Iteration 10Q: 3 clusters Score -1024539 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5348 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -1024586.687500 Penalty: 2922.541016
	Iteration 11Q: 3 clusters Score -1024587 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -1024633.375000 Penalty: 2922.541016
	Iteration 12Q: 3 clusters Score -1024633 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -1024669.875000 Penalty: 2922.541016
	Iteration 13Q: 3 clusters Score -1024670 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5528 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -1024710.312500 Penalty: 2922.541016
	Iteration 14Q: 3 clusters Score -1024710 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5591 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -1024757.187500 Penalty: 2922.541016
	Iteration 15Q: 3 clusters Score -1024757 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5658 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -1024802.500000 Penalty: 2922.541016
	Iteration 16Q: 3 clusters Score -1024802 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5722 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -1024846.750000 Penalty: 2922.541016
	Iteration 17Q: 3 clusters Score -1024847 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5788 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -1024892.812500 Penalty: 2922.541016
	Iteration 18Q: 3 clusters Score -1024893 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5859 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -1024937.562500 Penalty: 2922.541016
	Iteration 19Q: 3 clusters Score -1024938 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5918 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -1024975.375000 Penalty: 2922.541016
	Iteration 20F: 3 clusters Score -1024975 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5977 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -1025005.437500 Penalty: 2922.541016
	Iteration 21Q: 3 clusters Score -1025005 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -1025027.625000 Penalty: 2922.541016
	Iteration 22Q: 3 clusters Score -1025028 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6061 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -1025048.750000 Penalty: 2922.541016
	Iteration 23Q: 3 clusters Score -1025049 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6086 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -1025061.625000 Penalty: 2922.541016
	Iteration 24Q: 3 clusters Score -1025062 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6113 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -1025077.000000 Penalty: 2922.541016
	Iteration 25Q: 3 clusters Score -1025077 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6145 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -1025098.750000 Penalty: 2922.541016
	Iteration 26Q: 3 clusters Score -1025099 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6183 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -1025114.312500 Penalty: 2922.541016
	Iteration 27Q: 3 clusters Score -1025114 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6211 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -1025123.937500 Penalty: 2922.541016
	Iteration 28Q: 3 clusters Score -1025124 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6228 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -1025131.437500 Penalty: 2922.541016
	Iteration 29Q: 3 clusters Score -1025131 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6240 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -1025139.562500 Penalty: 2922.541016
	Iteration 30Q: 3 clusters Score -1025140 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6249 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -1025146.000000 Penalty: 2922.541016
	Iteration 31Q: 3 clusters Score -1025146 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6258 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -1025154.875000 Penalty: 2922.541016
	Iteration 32Q: 3 clusters Score -1025155 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6276 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -1025161.875000 Penalty: 2922.541016
	Iteration 33Q: 3 clusters Score -1025162 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6293 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -1025170.875000 Penalty: 2922.541016
	Iteration 34Q: 3 clusters Score -1025171 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6312 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -1025181.312500 Penalty: 2922.541016
	Iteration 35Q: 3 clusters Score -1025181 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6324 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -1025188.937500 Penalty: 2922.541016
	Iteration 36Q: 3 clusters Score -1025189 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6332 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -1025194.937500 Penalty: 2922.541016
	Iteration 37Q: 3 clusters Score -1025195 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6344 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -1025199.375000 Penalty: 2922.541016
	Iteration 38Q: 3 clusters Score -1025199 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6352 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -1025202.125000 Penalty: 2922.541016
	Iteration 39Q: 3 clusters Score -1025202 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6359 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -1025205.875000 Penalty: 2922.541016
	Iteration 40F: 3 clusters Score -1025206 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6364 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -1025206.937500 Penalty: 2922.541016
	Iteration 41Q: 3 clusters Score -1025207 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6373 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -1025210.437500 Penalty: 2922.541016
	Iteration 42Q: 3 clusters Score -1025210 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6382 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -1025212.562500 Penalty: 2922.541016
	Iteration 43Q: 3 clusters Score -1025213 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6389 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -1025214.312500 Penalty: 2922.541016
	Iteration 44Q: 3 clusters Score -1025214 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6394 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -1025217.437500 Penalty: 2922.541016
	Iteration 45Q: 3 clusters Score -1025217 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6400 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -1025221.687500 Penalty: 2922.541016
	Iteration 46Q: 3 clusters Score -1025222 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6402 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -1025221.375000 Penalty: 2922.541016
	Iteration 47Q: 3 clusters Score -1025221 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6408 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -1025222.875000 Penalty: 2922.541016
	Iteration 48Q: 3 clusters Score -1025223 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6414 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -1025222.062500 Penalty: 2922.541016
	Iteration 49Q: 3 clusters Score -1025222 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6420 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -1025225.125000 Penalty: 2922.541016
	Iteration 50Q: 3 clusters Score -1025225 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6425 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -1025224.875000 Penalty: 2922.541016
	Iteration 51Q: 3 clusters Score -1025225 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6432 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -1025228.000000 Penalty: 2922.541016
	Iteration 52Q: 3 clusters Score -1025228 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6437 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -1025229.250000 Penalty: 2922.541016
	Iteration 53Q: 3 clusters Score -1025229 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6440 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -1025232.000000 Penalty: 2922.541016
	Iteration 54Q: 3 clusters Score -1025232 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6444 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -1025232.812500 Penalty: 2922.541016
	Iteration 55Q: 3 clusters Score -1025233 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6449 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -1025233.625000 Penalty: 2922.541016
	Iteration 56Q: 3 clusters Score -1025234 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6451 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -1025233.500000 Penalty: 2922.541016
	Iteration 57Q: 3 clusters Score -1025234 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6454 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -1025235.625000 Penalty: 2922.541016
	Iteration 58Q: 3 clusters Score -1025236 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6457 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -1025233.750000 Penalty: 2922.541016
	Iteration 59Q: 3 clusters Score -1025234 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6459 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -1025236.687500 Penalty: 2922.541016
	Iteration 60F: 3 clusters Score -1025237 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6460 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -1025237.812500 Penalty: 2922.541016
	Iteration 61Q: 3 clusters Score -1025238 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6461 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -1025236.125000 Penalty: 2922.541016
	Iteration 62Q: 3 clusters Score -1025236 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6460 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -1025237.937500 Penalty: 2922.541016
	Iteration 63Q: 3 clusters Score -1025238 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6460 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -1025237.937500 Penalty: 2922.541016
	Iteration 64F: 3 clusters Score -1025238 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (27414 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27414 members 
Entering Unmasked Estep 
Score: -3516069.250000 Penalty: 1660.556519
	Iteration 0F: 2 clusters Score -3516069 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13753 members 
Mstep: Class 2 contains 13661 members 
Entering Unmasked Estep 
Score: -3497556.750000 Penalty: 3321.113037
	Iteration 0F: 3 clusters Score -3497557 nChanged 12522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13931 members 
Mstep: Class 2 contains 13483 members 
Entering Unmasked Estep 
Score: -3504788.250000 Penalty: 3321.113037
	Iteration 1F: 3 clusters Score -3504788 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13827 members 
Mstep: Class 2 contains 13587 members 
Entering Unmasked Estep 
Score: -3505643.000000 Penalty: 3321.113037
	Iteration 2F: 3 clusters Score -3505643 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13733 members 
Mstep: Class 2 contains 13681 members 
Entering Unmasked Estep 
Score: -3506871.500000 Penalty: 3321.113037
	Iteration 3F: 3 clusters Score -3506872 nChanged 2015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13648 members 
Mstep: Class 2 contains 13766 members 
Entering Unmasked Estep 
Score: -3508335.000000 Penalty: 3321.113037
	Iteration 4F: 3 clusters Score -3508335 nChanged 1974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13650 members 
Mstep: Class 2 contains 13764 members 
Entering Unmasked Estep 
Score: -3509823.750000 Penalty: 3321.113037
	Iteration 5F: 3 clusters Score -3509824 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13802 members 
Mstep: Class 2 contains 13612 members 
Entering Unmasked Estep 
Score: -3511321.750000 Penalty: 3321.113037
	Iteration 6F: 3 clusters Score -3511322 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14103 members 
Mstep: Class 2 contains 13311 members 
Entering Unmasked Estep 
Score: -3512670.750000 Penalty: 3321.113037
	Iteration 7F: 3 clusters Score -3512671 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14427 members 
Mstep: Class 2 contains 12987 members 
Entering Unmasked Estep 
Score: -3513938.000000 Penalty: 3321.113037
	Iteration 8F: 3 clusters Score -3513938 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14697 members 
Mstep: Class 2 contains 12717 members 
Entering Unmasked Estep 
Score: -3514883.000000 Penalty: 3321.113037
	Iteration 9Q: 3 clusters Score -3514883 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14930 members 
Mstep: Class 2 contains 12484 members 
Entering Unmasked Estep 
Score: -3515527.500000 Penalty: 3321.113037
	Iteration 10Q: 3 clusters Score -3515528 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15064 members 
Mstep: Class 2 contains 12350 members 
Entering Unmasked Estep 
Score: -3515873.500000 Penalty: 3321.113037
	Iteration 11Q: 3 clusters Score -3515874 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15184 members 
Mstep: Class 2 contains 12230 members 
Entering Unmasked Estep 
Score: -3516047.500000 Penalty: 3321.113037
	Iteration 12Q: 3 clusters Score -3516048 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15289 members 
Mstep: Class 2 contains 12125 members 
Entering Unmasked Estep 
Score: -3516128.750000 Penalty: 3321.113037
	Iteration 13Q: 3 clusters Score -3516129 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15383 members 
Mstep: Class 2 contains 12031 members 
Entering Unmasked Estep 
Score: -3516183.500000 Penalty: 3321.113037
	Iteration 14Q: 3 clusters Score -3516184 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15454 members 
Mstep: Class 2 contains 11960 members 
Entering Unmasked Estep 
Score: -3516213.750000 Penalty: 3321.113037
	Iteration 15Q: 3 clusters Score -3516214 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15516 members 
Mstep: Class 2 contains 11898 members 
Entering Unmasked Estep 
Score: -3516239.000000 Penalty: 3321.113037
	Iteration 16Q: 3 clusters Score -3516239 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15570 members 
Mstep: Class 2 contains 11844 members 
Entering Unmasked Estep 
Score: -3516250.500000 Penalty: 3321.113037
	Iteration 17Q: 3 clusters Score -3516250 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15598 members 
Mstep: Class 2 contains 11816 members 
Entering Unmasked Estep 
Score: -3516251.500000 Penalty: 3321.113037
	Iteration 18Q: 3 clusters Score -3516252 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15621 members 
Mstep: Class 2 contains 11793 members 
Entering Unmasked Estep 
Score: -3516251.000000 Penalty: 3321.113037
	Iteration 19Q: 3 clusters Score -3516251 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15638 members 
Mstep: Class 2 contains 11776 members 
Entering Unmasked Estep 
Score: -3516257.500000 Penalty: 3321.113037
	Iteration 20F: 3 clusters Score -3516258 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15647 members 
Mstep: Class 2 contains 11767 members 
Entering Unmasked Estep 
Score: -3516256.750000 Penalty: 3321.113037
	Iteration 21Q: 3 clusters Score -3516257 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15656 members 
Mstep: Class 2 contains 11758 members 
Entering Unmasked Estep 
Score: -3516260.000000 Penalty: 3321.113037
	Iteration 22Q: 3 clusters Score -3516260 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15662 members 
Mstep: Class 2 contains 11752 members 
Entering Unmasked Estep 
Score: -3516256.250000 Penalty: 3321.113037
	Iteration 23Q: 3 clusters Score -3516256 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15669 members 
Mstep: Class 2 contains 11745 members 
Entering Unmasked Estep 
Score: -3516252.250000 Penalty: 3321.113037
	Iteration 24Q: 3 clusters Score -3516252 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15675 members 
Mstep: Class 2 contains 11739 members 
Entering Unmasked Estep 
Score: -3516255.250000 Penalty: 3321.113037
	Iteration 25Q: 3 clusters Score -3516255 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15682 members 
Mstep: Class 2 contains 11732 members 
Entering Unmasked Estep 
Score: -3516254.250000 Penalty: 3321.113037
	Iteration 26Q: 3 clusters Score -3516254 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15689 members 
Mstep: Class 2 contains 11725 members 
Entering Unmasked Estep 
Score: -3516251.000000 Penalty: 3321.113037
	Iteration 27Q: 3 clusters Score -3516251 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15698 members 
Mstep: Class 2 contains 11716 members 
Entering Unmasked Estep 
Score: -3516260.500000 Penalty: 3321.113037
	Iteration 28Q: 3 clusters Score -3516260 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15703 members 
Mstep: Class 2 contains 11711 members 
Entering Unmasked Estep 
Score: -3516254.750000 Penalty: 3321.113037
	Iteration 29Q: 3 clusters Score -3516255 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15709 members 
Mstep: Class 2 contains 11705 members 
Entering Unmasked Estep 
Score: -3516251.500000 Penalty: 3321.113037
	Iteration 30Q: 3 clusters Score -3516252 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15712 members 
Mstep: Class 2 contains 11702 members 
Entering Unmasked Estep 
Score: -3516251.750000 Penalty: 3321.113037
	Iteration 31Q: 3 clusters Score -3516252 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15715 members 
Mstep: Class 2 contains 11699 members 
Entering Unmasked Estep 
Score: -3516255.500000 Penalty: 3321.113037
	Iteration 32Q: 3 clusters Score -3516256 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15719 members 
Mstep: Class 2 contains 11695 members 
Entering Unmasked Estep 
Score: -3516262.000000 Penalty: 3321.113037
	Iteration 33Q: 3 clusters Score -3516262 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15720 members 
Mstep: Class 2 contains 11694 members 
Entering Unmasked Estep 
Score: -3516261.000000 Penalty: 3321.113037
	Iteration 34Q: 3 clusters Score -3516261 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15721 members 
Mstep: Class 2 contains 11693 members 
Entering Unmasked Estep 
Score: -3516263.000000 Penalty: 3321.113037
	Iteration 35Q: 3 clusters Score -3516263 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15722 members 
Mstep: Class 2 contains 11692 members 
Entering Unmasked Estep 
Score: -3516261.500000 Penalty: 3321.113037
	Iteration 36Q: 3 clusters Score -3516262 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15723 members 
Mstep: Class 2 contains 11691 members 
Entering Unmasked Estep 
Score: -3516263.500000 Penalty: 3321.113037
	Iteration 37Q: 3 clusters Score -3516264 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15724 members 
Mstep: Class 2 contains 11690 members 
Entering Unmasked Estep 
Score: -3516264.750000 Penalty: 3321.113037
	Iteration 38Q: 3 clusters Score -3516265 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15725 members 
Mstep: Class 2 contains 11689 members 
Entering Unmasked Estep 
Score: -3516263.750000 Penalty: 3321.113037
	Iteration 39Q: 3 clusters Score -3516264 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15725 members 
Mstep: Class 2 contains 11689 members 
Entering Unmasked Estep 
Score: -3516263.750000 Penalty: 3321.113037
	Iteration 40F: 3 clusters Score -3516264 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 5721 members 
Mstep: Class 3 contains 5303 members 
Mstep: Class 4 contains 34970 members 
Mstep: Class 5 contains 95916 members 
Mstep: Class 6 contains 461 members 
Mstep: Class 7 contains 17574 members 
Mstep: Class 8 contains 152462 members 
Mstep: Class 9 contains 8842 members 
Mstep: Class 10 contains 2181 members 
Mstep: Class 11 contains 452 members 
Mstep: Class 12 contains 17982 members 
Mstep: Class 13 contains 1392 members 
Mstep: Class 14 contains 1888 members 
Mstep: Class 15 contains 8226 members 
Mstep: Class 16 contains 38959 members 
Mstep: Class 17 contains 56369 members 
Mstep: Class 18 contains 2374 members 
Mstep: Class 19 contains 11484 members 
Mstep: Class 20 contains 37177 members 
Mstep: Class 21 contains 8069 members 
Mstep: Class 22 contains 12596 members 
Mstep: Class 23 contains 3059 members 
Mstep: Class 24 contains 39547 members 
Mstep: Class 25 contains 9323 members 
Mstep: Class 26 contains 4115 members 
Mstep: Class 27 contains 8846 members 
Mstep: Class 28 contains 3839 members 
Mstep: Class 29 contains 7707 members 
Mstep: Class 30 contains 6677 members 
Mstep: Class 31 contains 23476 members 
Mstep: Class 32 contains 39934 members 
Mstep: Class 33 contains 17863 members 
Mstep: Class 34 contains 5153 members 
Mstep: Class 35 contains 11405 members 
Mstep: Class 36 contains 2444 members 
Mstep: Class 37 contains 2749 members 
Mstep: Class 38 contains 19054 members 
Mstep: Class 39 contains 1360 members 
Mstep: Class 40 contains 14738 members 
Mstep: Class 41 contains 1936 members 
Mstep: Class 42 contains 1129 members 
Mstep: Class 43 contains 4226 members 
Mstep: Class 44 contains 4021 members 
Mstep: Class 45 contains 3198 members 
Mstep: Class 46 contains 5005 members 
Mstep: Class 47 contains 12342 members 
Mstep: Class 48 contains 2910 members 
Mstep: Class 49 contains 8042 members 
Mstep: Class 50 contains 15725 members 
Mstep: Class 51 contains 3325 members 
Mstep: Class 52 contains 11689 members 
Entering Unmasked Estep 
Score: -100306328.000000 Penalty: 115070.648438
Splitting cluster 50 changes total score from -100306664.000000 to -100306328.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 51 (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: -416734.937500 Penalty: 1317.749146
	Iteration 0F: 2 clusters Score -416734.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -413855.593750 Penalty: 2635.498291
	Iteration 0F: 3 clusters Score -413855.6 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -414572.000000 Penalty: 2635.498291
	Iteration 1F: 3 clusters Score -414572 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -414750.968750 Penalty: 2635.498291
	Iteration 2F: 3 clusters Score -414751 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -414874.968750 Penalty: 2635.498291
	Iteration 3F: 3 clusters Score -414875 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -414961.531250 Penalty: 2635.498291
	Iteration 4Q: 3 clusters Score -414961.5 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -415036.906250 Penalty: 2635.498291
	Iteration 5Q: 3 clusters Score -415036.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -415092.687500 Penalty: 2635.498291
	Iteration 6Q: 3 clusters Score -415092.7 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -415156.187500 Penalty: 2635.498291
	Iteration 7Q: 3 clusters Score -415156.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -415218.156250 Penalty: 2635.498291
	Iteration 8Q: 3 clusters Score -415218.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -415283.000000 Penalty: 2635.498291
	Iteration 9Q: 3 clusters Score -415283 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -415343.000000 Penalty: 2635.498291
	Iteration 10Q: 3 clusters Score -415343 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -415389.937500 Penalty: 2635.498291
	Iteration 11Q: 3 clusters Score -415389.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -415441.562500 Penalty: 2635.498291
	Iteration 12Q: 3 clusters Score -415441.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -415494.218750 Penalty: 2635.498291
	Iteration 13Q: 3 clusters Score -415494.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -415544.187500 Penalty: 2635.498291
	Iteration 14Q: 3 clusters Score -415544.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -415592.562500 Penalty: 2635.498291
	Iteration 15Q: 3 clusters Score -415592.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -415635.468750 Penalty: 2635.498291
	Iteration 16Q: 3 clusters Score -415635.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -415669.562500 Penalty: 2635.498291
	Iteration 17Q: 3 clusters Score -415669.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -415692.937500 Penalty: 2635.498291
	Iteration 18Q: 3 clusters Score -415692.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -415705.781250 Penalty: 2635.498291
	Iteration 19Q: 3 clusters Score -415705.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -415716.812500 Penalty: 2635.498291
	Iteration 20F: 3 clusters Score -415716.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -415723.093750 Penalty: 2635.498291
	Iteration 21Q: 3 clusters Score -415723.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -415731.281250 Penalty: 2635.498291
	Iteration 22Q: 3 clusters Score -415731.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -415737.812500 Penalty: 2635.498291
	Iteration 23Q: 3 clusters Score -415737.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -415744.000000 Penalty: 2635.498291
	Iteration 24Q: 3 clusters Score -415744 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -415750.312500 Penalty: 2635.498291
	Iteration 25Q: 3 clusters Score -415750.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -415756.531250 Penalty: 2635.498291
	Iteration 26Q: 3 clusters Score -415756.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -415759.937500 Penalty: 2635.498291
	Iteration 27Q: 3 clusters Score -415759.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -415760.656250 Penalty: 2635.498291
	Iteration 28Q: 3 clusters Score -415760.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -415760.906250 Penalty: 2635.498291
	Iteration 29Q: 3 clusters Score -415760.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -415762.625000 Penalty: 2635.498291
	Iteration 30Q: 3 clusters Score -415762.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -415762.343750 Penalty: 2635.498291
	Iteration 31Q: 3 clusters Score -415762.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -415762.343750 Penalty: 2635.498291
	Iteration 32F: 3 clusters Score -415762.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 5721 members 
Mstep: Class 3 contains 5303 members 
Mstep: Class 4 contains 34970 members 
Mstep: Class 5 contains 95916 members 
Mstep: Class 6 contains 461 members 
Mstep: Class 7 contains 17574 members 
Mstep: Class 8 contains 152462 members 
Mstep: Class 9 contains 8842 members 
Mstep: Class 10 contains 2181 members 
Mstep: Class 11 contains 452 members 
Mstep: Class 12 contains 17982 members 
Mstep: Class 13 contains 1392 members 
Mstep: Class 14 contains 1888 members 
Mstep: Class 15 contains 8226 members 
Mstep: Class 16 contains 38959 members 
Mstep: Class 17 contains 56369 members 
Mstep: Class 18 contains 2374 members 
Mstep: Class 19 contains 11484 members 
Mstep: Class 20 contains 37177 members 
Mstep: Class 21 contains 8069 members 
Mstep: Class 22 contains 12596 members 
Mstep: Class 23 contains 3059 members 
Mstep: Class 24 contains 39547 members 
Mstep: Class 25 contains 9323 members 
Mstep: Class 26 contains 4115 members 
Mstep: Class 27 contains 8846 members 
Mstep: Class 28 contains 3839 members 
Mstep: Class 29 contains 7707 members 
Mstep: Class 30 contains 6677 members 
Mstep: Class 31 contains 23476 members 
Mstep: Class 32 contains 39934 members 
Mstep: Class 33 contains 17863 members 
Mstep: Class 34 contains 5153 members 
Mstep: Class 35 contains 11405 members 
Mstep: Class 36 contains 2444 members 
Mstep: Class 37 contains 2749 members 
Mstep: Class 38 contains 19054 members 
Mstep: Class 39 contains 1360 members 
Mstep: Class 40 contains 14738 members 
Mstep: Class 41 contains 1936 members 
Mstep: Class 42 contains 1129 members 
Mstep: Class 43 contains 4226 members 
Mstep: Class 44 contains 4021 members 
Mstep: Class 45 contains 3198 members 
Mstep: Class 46 contains 5005 members 
Mstep: Class 47 contains 12342 members 
Mstep: Class 48 contains 2910 members 
Mstep: Class 49 contains 8042 members 
Mstep: Class 50 contains 27414 members 
Mstep: Class 51 contains 3325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100306672.000000 Penalty: 112857.750000
Iteration 239Q: 52 clusters Score -1.003067e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 5720 members 
Mstep: Class 3 contains 5303 members 
Mstep: Class 4 contains 34971 members 
Mstep: Class 5 contains 95916 members 
Mstep: Class 6 contains 461 members 
Mstep: Class 7 contains 17574 members 
Mstep: Class 8 contains 152462 members 
Mstep: Class 9 contains 8843 members 
Mstep: Class 10 contains 2181 members 
Mstep: Class 11 contains 452 members 
Mstep: Class 12 contains 17982 members 
Mstep: Class 13 contains 1392 members 
Mstep: Class 14 contains 1888 members 
Mstep: Class 15 contains 8226 members 
Mstep: Class 16 contains 38959 members 
Mstep: Class 17 contains 56369 members 
Mstep: Class 18 contains 2374 members 
Mstep: Class 19 contains 11484 members 
Mstep: Class 20 contains 37173 members 
Mstep: Class 21 contains 8069 members 
Mstep: Class 22 contains 12596 members 
Mstep: Class 23 contains 3059 members 
Mstep: Class 24 contains 39547 members 
Mstep: Class 25 contains 9323 members 
Mstep: Class 26 contains 4115 members 
Mstep: Class 27 contains 8846 members 
Mstep: Class 28 contains 3839 members 
Mstep: Class 29 contains 7707 members 
Mstep: Class 30 contains 6677 members 
Mstep: Class 31 contains 23476 members 
Mstep: Class 32 contains 39935 members 
Mstep: Class 33 contains 17863 members 
Mstep: Class 34 contains 5153 members 
Mstep: Class 35 contains 11405 members 
Mstep: Class 36 contains 2444 members 
Mstep: Class 37 contains 2749 members 
Mstep: Class 38 contains 19054 members 
Mstep: Class 39 contains 1360 members 
Mstep: Class 40 contains 14740 members 
Mstep: Class 41 contains 1936 members 
Mstep: Class 42 contains 1129 members 
Mstep: Class 43 contains 4226 members 
Mstep: Class 44 contains 4021 members 
Mstep: Class 45 contains 3198 members 
Mstep: Class 46 contains 5005 members 
Mstep: Class 47 contains 12342 members 
Mstep: Class 48 contains 2910 members 
Mstep: Class 49 contains 8042 members 
Mstep: Class 50 contains 27414 members 
Mstep: Class 51 contains 3325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100306680.000000 Penalty: 112857.750000
Iteration 240F: 52 clusters Score -1.003067e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 5720 members 
Mstep: Class 3 contains 5303 members 
Mstep: Class 4 contains 34971 members 
Mstep: Class 5 contains 95916 members 
Mstep: Class 6 contains 461 members 
Mstep: Class 7 contains 17575 members 
Mstep: Class 8 contains 152462 members 
Mstep: Class 9 contains 8844 members 
Mstep: Class 10 contains 2181 members 
Mstep: Class 11 contains 452 members 
Mstep: Class 12 contains 17982 members 
Mstep: Class 13 contains 1392 members 
Mstep: Class 14 contains 1888 members 
Mstep: Class 15 contains 8226 members 
Mstep: Class 16 contains 38959 members 
Mstep: Class 17 contains 56369 members 
Mstep: Class 18 contains 2374 members 
Mstep: Class 19 contains 11484 members 
Mstep: Class 20 contains 37173 members 
Mstep: Class 21 contains 8069 members 
Mstep: Class 22 contains 12596 members 
Mstep: Class 23 contains 3059 members 
Mstep: Class 24 contains 39547 members 
Mstep: Class 25 contains 9323 members 
Mstep: Class 26 contains 4115 members 
Mstep: Class 27 contains 8846 members 
Mstep: Class 28 contains 3839 members 
Mstep: Class 29 contains 7707 members 
Mstep: Class 30 contains 6677 members 
Mstep: Class 31 contains 23476 members 
Mstep: Class 32 contains 39933 members 
Mstep: Class 33 contains 17863 members 
Mstep: Class 34 contains 5153 members 
Mstep: Class 35 contains 11405 members 
Mstep: Class 36 contains 2444 members 
Mstep: Class 37 contains 2749 members 
Mstep: Class 38 contains 19054 members 
Mstep: Class 39 contains 1360 members 
Mstep: Class 40 contains 14740 members 
Mstep: Class 41 contains 1936 members 
Mstep: Class 42 contains 1129 members 
Mstep: Class 43 contains 4226 members 
Mstep: Class 44 contains 4021 members 
Mstep: Class 45 contains 3198 members 
Mstep: Class 46 contains 5005 members 
Mstep: Class 47 contains 12342 members 
Mstep: Class 48 contains 2910 members 
Mstep: Class 49 contains 8042 members 
Mstep: Class 50 contains 27414 members 
Mstep: Class 51 contains 3325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100306696.000000 Penalty: 112857.750000
Iteration 241Q: 52 clusters Score -1.003067e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 5720 members 
Mstep: Class 3 contains 5303 members 
Mstep: Class 4 contains 34971 members 
Mstep: Class 5 contains 95916 members 
Mstep: Class 6 contains 461 members 
Mstep: Class 7 contains 17575 members 
Mstep: Class 8 contains 152462 members 
Mstep: Class 9 contains 8845 members 
Mstep: Class 10 contains 2181 members 
Mstep: Class 11 contains 452 members 
Mstep: Class 12 contains 17982 members 
Mstep: Class 13 contains 1392 members 
Mstep: Class 14 contains 1888 members 
Mstep: Class 15 contains 8226 members 
Mstep: Class 16 contains 38959 members 
Mstep: Class 17 contains 56369 members 
Mstep: Class 18 contains 2374 members 
Mstep: Class 19 contains 11484 members 
Mstep: Class 20 contains 37173 members 
Mstep: Class 21 contains 8069 members 
Mstep: Class 22 contains 12596 members 
Mstep: Class 23 contains 3059 members 
Mstep: Class 24 contains 39547 members 
Mstep: Class 25 contains 9323 members 
Mstep: Class 26 contains 4115 members 
Mstep: Class 27 contains 8846 members 
Mstep: Class 28 contains 3839 members 
Mstep: Class 29 contains 7707 members 
Mstep: Class 30 contains 6677 members 
Mstep: Class 31 contains 23476 members 
Mstep: Class 32 contains 39931 members 
Mstep: Class 33 contains 17863 members 
Mstep: Class 34 contains 5153 members 
Mstep: Class 35 contains 11405 members 
Mstep: Class 36 contains 2444 members 
Mstep: Class 37 contains 2749 members 
Mstep: Class 38 contains 19054 members 
Mstep: Class 39 contains 1360 members 
Mstep: Class 40 contains 14740 members 
Mstep: Class 41 contains 1936 members 
Mstep: Class 42 contains 1129 members 
Mstep: Class 43 contains 4226 members 
Mstep: Class 44 contains 4021 members 
Mstep: Class 45 contains 3198 members 
Mstep: Class 46 contains 5005 members 
Mstep: Class 47 contains 12342 members 
Mstep: Class 48 contains 2910 members 
Mstep: Class 49 contains 8042 members 
Mstep: Class 50 contains 27414 members 
Mstep: Class 51 contains 3325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100306696.000000 Penalty: 112857.750000
Iteration 242Q: 52 clusters Score -1.003067e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 5720 members 
Mstep: Class 3 contains 5303 members 
Mstep: Class 4 contains 34971 members 
Mstep: Class 5 contains 95916 members 
Mstep: Class 6 contains 461 members 
Mstep: Class 7 contains 17575 members 
Mstep: Class 8 contains 152462 members 
Mstep: Class 9 contains 8847 members 
Mstep: Class 10 contains 2181 members 
Mstep: Class 11 contains 452 members 
Mstep: Class 12 contains 17982 members 
Mstep: Class 13 contains 1392 members 
Mstep: Class 14 contains 1888 members 
Mstep: Class 15 contains 8226 members 
Mstep: Class 16 contains 38959 members 
Mstep: Class 17 contains 56368 members 
Mstep: Class 18 contains 2374 members 
Mstep: Class 19 contains 11484 members 
Mstep: Class 20 contains 37172 members 
Mstep: Class 21 contains 8069 members 
Mstep: Class 22 contains 12596 members 
Mstep: Class 23 contains 3059 members 
Mstep: Class 24 contains 39547 members 
Mstep: Class 25 contains 9323 members 
Mstep: Class 26 contains 4115 members 
Mstep: Class 27 contains 8846 members 
Mstep: Class 28 contains 3839 members 
Mstep: Class 29 contains 7707 members 
Mstep: Class 30 contains 6677 members 
Mstep: Class 31 contains 23477 members 
Mstep: Class 32 contains 39930 members 
Mstep: Class 33 contains 17863 members 
Mstep: Class 34 contains 5153 members 
Mstep: Class 35 contains 11405 members 
Mstep: Class 36 contains 2444 members 
Mstep: Class 37 contains 2749 members 
Mstep: Class 38 contains 19054 members 
Mstep: Class 39 contains 1360 members 
Mstep: Class 40 contains 14740 members 
Mstep: Class 41 contains 1936 members 
Mstep: Class 42 contains 1129 members 
Mstep: Class 43 contains 4226 members 
Mstep: Class 44 contains 4021 members 
Mstep: Class 45 contains 3198 members 
Mstep: Class 46 contains 5005 members 
Mstep: Class 47 contains 12342 members 
Mstep: Class 48 contains 2910 members 
Mstep: Class 49 contains 8042 members 
Mstep: Class 50 contains 27414 members 
Mstep: Class 51 contains 3325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100306680.000000 Penalty: 112857.750000
Iteration 243Q: 52 clusters Score -1.003067e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 5720 members 
Mstep: Class 3 contains 5303 members 
Mstep: Class 4 contains 34971 members 
Mstep: Class 5 contains 95915 members 
Mstep: Class 6 contains 461 members 
Mstep: Class 7 contains 17575 members 
Mstep: Class 8 contains 152462 members 
Mstep: Class 9 contains 8847 members 
Mstep: Class 10 contains 2181 members 
Mstep: Class 11 contains 452 members 
Mstep: Class 12 contains 17982 members 
Mstep: Class 13 contains 1392 members 
Mstep: Class 14 contains 1888 members 
Mstep: Class 15 contains 8226 members 
Mstep: Class 16 contains 38959 members 
Mstep: Class 17 contains 56369 members 
Mstep: Class 18 contains 2374 members 
Mstep: Class 19 contains 11485 members 
Mstep: Class 20 contains 37171 members 
Mstep: Class 21 contains 8069 members 
Mstep: Class 22 contains 12596 members 
Mstep: Class 23 contains 3059 members 
Mstep: Class 24 contains 39547 members 
Mstep: Class 25 contains 9323 members 
Mstep: Class 26 contains 4115 members 
Mstep: Class 27 contains 8846 members 
Mstep: Class 28 contains 3839 members 
Mstep: Class 29 contains 7707 members 
Mstep: Class 30 contains 6677 members 
Mstep: Class 31 contains 23477 members 
Mstep: Class 32 contains 39930 members 
Mstep: Class 33 contains 17863 members 
Mstep: Class 34 contains 5153 members 
Mstep: Class 35 contains 11405 members 
Mstep: Class 36 contains 2444 members 
Mstep: Class 37 contains 2749 members 
Mstep: Class 38 contains 19054 members 
Mstep: Class 39 contains 1360 members 
Mstep: Class 40 contains 14740 members 
Mstep: Class 41 contains 1936 members 
Mstep: Class 42 contains 1129 members 
Mstep: Class 43 contains 4226 members 
Mstep: Class 44 contains 4021 members 
Mstep: Class 45 contains 3198 members 
Mstep: Class 46 contains 5005 members 
Mstep: Class 47 contains 12342 members 
Mstep: Class 48 contains 2910 members 
Mstep: Class 49 contains 8042 members 
Mstep: Class 50 contains 27414 members 
Mstep: Class 51 contains 3325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100306672.000000 Penalty: 112857.750000
Iteration 244Q: 52 clusters Score -1.003067e+08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 5720 members 
Mstep: Class 3 contains 5303 members 
Mstep: Class 4 contains 34971 members 
Mstep: Class 5 contains 95915 members 
Mstep: Class 6 contains 461 members 
Mstep: Class 7 contains 17575 members 
Mstep: Class 8 contains 152462 members 
Mstep: Class 9 contains 8847 members 
Mstep: Class 10 contains 2181 members 
Mstep: Class 11 contains 452 members 
Mstep: Class 12 contains 17982 members 
Mstep: Class 13 contains 1392 members 
Mstep: Class 14 contains 1888 members 
Mstep: Class 15 contains 8226 members 
Mstep: Class 16 contains 38959 members 
Mstep: Class 17 contains 56369 members 
Mstep: Class 18 contains 2374 members 
Mstep: Class 19 contains 11485 members 
Mstep: Class 20 contains 37171 members 
Mstep: Class 21 contains 8069 members 
Mstep: Class 22 contains 12596 members 
Mstep: Class 23 contains 3059 members 
Mstep: Class 24 contains 39547 members 
Mstep: Class 25 contains 9323 members 
Mstep: Class 26 contains 4115 members 
Mstep: Class 27 contains 8846 members 
Mstep: Class 28 contains 3839 members 
Mstep: Class 29 contains 7707 members 
Mstep: Class 30 contains 6677 members 
Mstep: Class 31 contains 23477 members 
Mstep: Class 32 contains 39930 members 
Mstep: Class 33 contains 17863 members 
Mstep: Class 34 contains 5153 members 
Mstep: Class 35 contains 11405 members 
Mstep: Class 36 contains 2444 members 
Mstep: Class 37 contains 2749 members 
Mstep: Class 38 contains 19054 members 
Mstep: Class 39 contains 1360 members 
Mstep: Class 40 contains 14740 members 
Mstep: Class 41 contains 1936 members 
Mstep: Class 42 contains 1129 members 
Mstep: Class 43 contains 4226 members 
Mstep: Class 44 contains 4021 members 
Mstep: Class 45 contains 3198 members 
Mstep: Class 46 contains 5005 members 
Mstep: Class 47 contains 12342 members 
Mstep: Class 48 contains 2910 members 
Mstep: Class 49 contains 8042 members 
Mstep: Class 50 contains 27414 members 
Mstep: Class 51 contains 3325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100306672.000000 Penalty: 112857.750000
Iteration 245F: 52 clusters Score -1.003067e+08 nChanged 0
Entering ConstructFrom: 
Score: -100306672.000000 Penalty: 112857.750000
Entering ConstructFrom: 
Trying to split cluster 1 (5340 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Entering Unmasked Estep 
Score: -664469.000000 Penalty: 1394.734375
	Iteration 0F: 2 clusters Score -664469 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -660292.687500 Penalty: 2789.468750
	Iteration 0F: 3 clusters Score -660292.7 nChanged 2182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -661550.875000 Penalty: 2789.468750
	Iteration 1F: 3 clusters Score -661550.9 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -661851.562500 Penalty: 2789.468750
	Iteration 2F: 3 clusters Score -661851.6 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -662158.000000 Penalty: 2789.468750
	Iteration 3F: 3 clusters Score -662158 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -662472.875000 Penalty: 2789.468750
	Iteration 4F: 3 clusters Score -662472.9 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -662782.937500 Penalty: 2789.468750
	Iteration 5F: 3 clusters Score -662782.9 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -663058.687500 Penalty: 2789.468750
	Iteration 6F: 3 clusters Score -663058.7 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -663266.375000 Penalty: 2789.468750
	Iteration 7Q: 3 clusters Score -663266.4 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -663463.812500 Penalty: 2789.468750
	Iteration 8Q: 3 clusters Score -663463.8 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -663657.937500 Penalty: 2789.468750
	Iteration 9Q: 3 clusters Score -663657.9 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -663784.875000 Penalty: 2789.468750
	Iteration 10Q: 3 clusters Score -663784.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -663870.625000 Penalty: 2789.468750
	Iteration 11Q: 3 clusters Score -663870.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -663922.750000 Penalty: 2789.468750
	Iteration 12Q: 3 clusters Score -663922.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -663950.125000 Penalty: 2789.468750
	Iteration 13Q: 3 clusters Score -663950.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -663971.875000 Penalty: 2789.468750
	Iteration 14Q: 3 clusters Score -663971.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -663987.750000 Penalty: 2789.468750
	Iteration 15Q: 3 clusters Score -663987.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -664003.125000 Penalty: 2789.468750
	Iteration 16Q: 3 clusters Score -664003.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -664015.562500 Penalty: 2789.468750
	Iteration 17Q: 3 clusters Score -664015.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -664024.062500 Penalty: 2789.468750
	Iteration 18Q: 3 clusters Score -664024.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -664034.062500 Penalty: 2789.468750
	Iteration 19Q: 3 clusters Score -664034.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -664045.625000 Penalty: 2789.468750
	Iteration 20F: 3 clusters Score -664045.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -664055.000000 Penalty: 2789.468750
	Iteration 21Q: 3 clusters Score -664055 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -664064.937500 Penalty: 2789.468750
	Iteration 22Q: 3 clusters Score -664064.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -664072.125000 Penalty: 2789.468750
	Iteration 23Q: 3 clusters Score -664072.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -664079.812500 Penalty: 2789.468750
	Iteration 24Q: 3 clusters Score -664079.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -664084.125000 Penalty: 2789.468750
	Iteration 25Q: 3 clusters Score -664084.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -664088.687500 Penalty: 2789.468750
	Iteration 26Q: 3 clusters Score -664088.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -664095.562500 Penalty: 2789.468750
	Iteration 27Q: 3 clusters Score -664095.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -664097.562500 Penalty: 2789.468750
	Iteration 28Q: 3 clusters Score -664097.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -664097.875000 Penalty: 2789.468750
	Iteration 29Q: 3 clusters Score -664097.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -664100.187500 Penalty: 2789.468750
	Iteration 30Q: 3 clusters Score -664100.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -664102.312500 Penalty: 2789.468750
	Iteration 31Q: 3 clusters Score -664102.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -664105.750000 Penalty: 2789.468750
	Iteration 32Q: 3 clusters Score -664105.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -664111.937500 Penalty: 2789.468750
	Iteration 33Q: 3 clusters Score -664111.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -664113.312500 Penalty: 2789.468750
	Iteration 34Q: 3 clusters Score -664113.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -664115.812500 Penalty: 2789.468750
	Iteration 35Q: 3 clusters Score -664115.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -664117.437500 Penalty: 2789.468750
	Iteration 36Q: 3 clusters Score -664117.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -664118.375000 Penalty: 2789.468750
	Iteration 37Q: 3 clusters Score -664118.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -664121.625000 Penalty: 2789.468750
	Iteration 38Q: 3 clusters Score -664121.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -664123.875000 Penalty: 2789.468750
	Iteration 39Q: 3 clusters Score -664123.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -664122.812500 Penalty: 2789.468750
	Iteration 40F: 3 clusters Score -664122.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (5720 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5720 members 
Entering Unmasked Estep 
Score: -672247.687500 Penalty: 1405.905151
	Iteration 0F: 2 clusters Score -672247.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -667900.125000 Penalty: 2811.810303
	Iteration 0F: 3 clusters Score -667900.1 nChanged 2310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -669238.125000 Penalty: 2811.810303
	Iteration 1F: 3 clusters Score -669238.1 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -669510.437500 Penalty: 2811.810303
	Iteration 2F: 3 clusters Score -669510.4 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -669759.625000 Penalty: 2811.810303
	Iteration 3F: 3 clusters Score -669759.6 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -670018.875000 Penalty: 2811.810303
	Iteration 4F: 3 clusters Score -670018.9 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -670246.375000 Penalty: 2811.810303
	Iteration 5F: 3 clusters Score -670246.4 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -670427.312500 Penalty: 2811.810303
	Iteration 6Q: 3 clusters Score -670427.3 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -670589.312500 Penalty: 2811.810303
	Iteration 7Q: 3 clusters Score -670589.3 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -670733.687500 Penalty: 2811.810303
	Iteration 8Q: 3 clusters Score -670733.7 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -670839.750000 Penalty: 2811.810303
	Iteration 9Q: 3 clusters Score -670839.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -670903.062500 Penalty: 2811.810303
	Iteration 10Q: 3 clusters Score -670903.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -670959.375000 Penalty: 2811.810303
	Iteration 11Q: 3 clusters Score -670959.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -670995.750000 Penalty: 2811.810303
	Iteration 12Q: 3 clusters Score -670995.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -671012.250000 Penalty: 2811.810303
	Iteration 13Q: 3 clusters Score -671012.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -671024.750000 Penalty: 2811.810303
	Iteration 14Q: 3 clusters Score -671024.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -671032.250000 Penalty: 2811.810303
	Iteration 15Q: 3 clusters Score -671032.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -671035.000000 Penalty: 2811.810303
	Iteration 16Q: 3 clusters Score -671035 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -671035.875000 Penalty: 2811.810303
	Iteration 17Q: 3 clusters Score -671035.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -671035.562500 Penalty: 2811.810303
	Iteration 18Q: 3 clusters Score -671035.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -671035.875000 Penalty: 2811.810303
	Iteration 19Q: 3 clusters Score -671035.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -671035.312500 Penalty: 2811.810303
	Iteration 20F: 3 clusters Score -671035.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -671035.937500 Penalty: 2811.810303
	Iteration 21Q: 3 clusters Score -671035.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -671036.000000 Penalty: 2811.810303
	Iteration 22Q: 3 clusters Score -671036 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -671036.562500 Penalty: 2811.810303
	Iteration 23Q: 3 clusters Score -671036.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -671038.187500 Penalty: 2811.810303
	Iteration 24Q: 3 clusters Score -671038.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -671038.125000 Penalty: 2811.810303
	Iteration 25Q: 3 clusters Score -671038.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -671038.687500 Penalty: 2811.810303
	Iteration 26Q: 3 clusters Score -671038.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -671038.687500 Penalty: 2811.810303
	Iteration 27F: 3 clusters Score -671038.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (5303 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Entering Unmasked Estep 
Score: -660645.437500 Penalty: 1393.604492
	Iteration 0F: 2 clusters Score -660645.4 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 2698 members 
Entering Unmasked Estep 
Score: -656495.000000 Penalty: 2787.208984
	Iteration 0F: 3 clusters Score -656495 nChanged 2113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -657813.000000 Penalty: 2787.208984
	Iteration 1F: 3 clusters Score -657813 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -658174.812500 Penalty: 2787.208984
	Iteration 2F: 3 clusters Score -658174.8 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -658444.000000 Penalty: 2787.208984
	Iteration 3F: 3 clusters Score -658444 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -658683.250000 Penalty: 2787.208984
	Iteration 4F: 3 clusters Score -658683.2 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -658928.500000 Penalty: 2787.208984
	Iteration 5F: 3 clusters Score -658928.5 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -659118.125000 Penalty: 2787.208984
	Iteration 6Q: 3 clusters Score -659118.1 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -659314.937500 Penalty: 2787.208984
	Iteration 7Q: 3 clusters Score -659314.9 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -659523.562500 Penalty: 2787.208984
	Iteration 8Q: 3 clusters Score -659523.6 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -659849.625000 Penalty: 2787.208984
	Iteration 9Q: 3 clusters Score -659849.6 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -660316.812500 Penalty: 2787.208984
	Iteration 10Q: 3 clusters Score -660316.8 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -660633.500000 Penalty: 2787.208984
	Iteration 11Q: 3 clusters Score -660633.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -660716.875000 Penalty: 2787.208984
	Iteration 12Q: 3 clusters Score -660716.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -660747.437500 Penalty: 2787.208984
	Iteration 13Q: 3 clusters Score -660747.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -660771.437500 Penalty: 2787.208984
	Iteration 14Q: 3 clusters Score -660771.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -660805.812500 Penalty: 2787.208984
	Iteration 15Q: 3 clusters Score -660805.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -660862.812500 Penalty: 2787.208984
	Iteration 16Q: 3 clusters Score -660862.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -660932.750000 Penalty: 2787.208984
	Iteration 17Q: 3 clusters Score -660932.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -661007.000000 Penalty: 2787.208984
	Iteration 18Q: 3 clusters Score -661007 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -661045.437500 Penalty: 2787.208984
	Iteration 19Q: 3 clusters Score -661045.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -661065.562500 Penalty: 2787.208984
	Iteration 20F: 3 clusters Score -661065.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -661079.937500 Penalty: 2787.208984
	Iteration 21Q: 3 clusters Score -661079.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -661090.000000 Penalty: 2787.208984
	Iteration 22Q: 3 clusters Score -661090 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -661093.625000 Penalty: 2787.208984
	Iteration 23Q: 3 clusters Score -661093.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -661095.000000 Penalty: 2787.208984
	Iteration 24Q: 3 clusters Score -661095 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -661095.062500 Penalty: 2787.208984
	Iteration 25Q: 3 clusters Score -661095.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -661094.312500 Penalty: 2787.208984
	Iteration 26Q: 3 clusters Score -661094.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -661094.375000 Penalty: 2787.208984
	Iteration 27Q: 3 clusters Score -661094.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -661094.375000 Penalty: 2787.208984
	Iteration 28F: 3 clusters Score -661094.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 5720 members 
Mstep: Class 3 contains 2045 members 
Mstep: Class 4 contains 34971 members 
Mstep: Class 5 contains 95915 members 
Mstep: Class 6 contains 461 members 
Mstep: Class 7 contains 17575 members 
Mstep: Class 8 contains 152462 members 
Mstep: Class 9 contains 8847 members 
Mstep: Class 10 contains 2181 members 
Mstep: Class 11 contains 452 members 
Mstep: Class 12 contains 17982 members 
Mstep: Class 13 contains 1392 members 
Mstep: Class 14 contains 1888 members 
Mstep: Class 15 contains 8226 members 
Mstep: Class 16 contains 38959 members 
Mstep: Class 17 contains 56369 members 
Mstep: Class 18 contains 2374 members 
Mstep: Class 19 contains 11485 members 
Mstep: Class 20 contains 37171 members 
Mstep: Class 21 contains 8069 members 
Mstep: Class 22 contains 12596 members 
Mstep: Class 23 contains 3059 members 
Mstep: Class 24 contains 39547 members 
Mstep: Class 25 contains 9323 members 
Mstep: Class 26 contains 4115 members 
Mstep: Class 27 contains 8846 members 
Mstep: Class 28 contains 3839 members 
Mstep: Class 29 contains 7707 members 
Mstep: Class 30 contains 6677 members 
Mstep: Class 31 contains 23477 members 
Mstep: Class 32 contains 39930 members 
Mstep: Class 33 contains 17863 members 
Mstep: Class 34 contains 5153 members 
Mstep: Class 35 contains 11405 members 
Mstep: Class 36 contains 2444 members 
Mstep: Class 37 contains 2749 members 
Mstep: Class 38 contains 19054 members 
Mstep: Class 39 contains 1360 members 
Mstep: Class 40 contains 14740 members 
Mstep: Class 41 contains 1936 members 
Mstep: Class 42 contains 1129 members 
Mstep: Class 43 contains 4226 members 
Mstep: Class 44 contains 4021 members 
Mstep: Class 45 contains 3198 members 
Mstep: Class 46 contains 5005 members 
Mstep: Class 47 contains 12342 members 
Mstep: Class 48 contains 2910 members 
Mstep: Class 49 contains 8042 members 
Mstep: Class 50 contains 27414 members 
Mstep: Class 51 contains 3325 members 
Mstep: Class 52 contains 3258 members 
Entering Unmasked Estep 
Score: -100306384.000000 Penalty: 115070.648438
Splitting cluster 3 changes total score from -100306672.000000 to -100306384.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (34971 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34971 members 
Entering Unmasked Estep 
Score: -4431947.500000 Penalty: 1700.119629
	Iteration 0F: 2 clusters Score -4431948 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17500 members 
Mstep: Class 2 contains 17471 members 
Entering Unmasked Estep 
Score: -4408501.000000 Penalty: 3400.239258
	Iteration 0F: 3 clusters Score -4408501 nChanged 16184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17634 members 
Mstep: Class 2 contains 17337 members 
Entering Unmasked Estep 
Score: -4417447.000000 Penalty: 3400.239258
	Iteration 1F: 3 clusters Score -4417447 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17705 members 
Mstep: Class 2 contains 17266 members 
Entering Unmasked Estep 
Score: -4417784.000000 Penalty: 3400.239258
	Iteration 2Q: 3 clusters Score -4417784 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17745 members 
Mstep: Class 2 contains 17226 members 
Entering Unmasked Estep 
Score: -4418098.000000 Penalty: 3400.239258
	Iteration 3Q: 3 clusters Score -4418098 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17842 members 
Mstep: Class 2 contains 17129 members 
Entering Unmasked Estep 
Score: -4418395.500000 Penalty: 3400.239258
	Iteration 4Q: 3 clusters Score -4418396 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17992 members 
Mstep: Class 2 contains 16979 members 
Entering Unmasked Estep 
Score: -4418716.500000 Penalty: 3400.239258
	Iteration 5Q: 3 clusters Score -4418716 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18285 members 
Mstep: Class 2 contains 16686 members 
Entering Unmasked Estep 
Score: -4419168.500000 Penalty: 3400.239258
	Iteration 6Q: 3 clusters Score -4419168 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18745 members 
Mstep: Class 2 contains 16226 members 
Entering Unmasked Estep 
Score: -4419840.000000 Penalty: 3400.239258
	Iteration 7Q: 3 clusters Score -4419840 nChanged 1854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19453 members 
Mstep: Class 2 contains 15518 members 
Entering Unmasked Estep 
Score: -4420943.000000 Penalty: 3400.239258
	Iteration 8F: 3 clusters Score -4420943 nChanged 2176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20279 members 
Mstep: Class 2 contains 14692 members 
Entering Unmasked Estep 
Score: -4422361.000000 Penalty: 3400.239258
	Iteration 9F: 3 clusters Score -4422361 nChanged 2274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21125 members 
Mstep: Class 2 contains 13846 members 
Entering Unmasked Estep 
Score: -4423924.500000 Penalty: 3400.239258
	Iteration 10F: 3 clusters Score -4423924 nChanged 2086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21749 members 
Mstep: Class 2 contains 13222 members 
Entering Unmasked Estep 
Score: -4425247.500000 Penalty: 3400.239258
	Iteration 11F: 3 clusters Score -4425248 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22139 members 
Mstep: Class 2 contains 12832 members 
Entering Unmasked Estep 
Score: -4426288.500000 Penalty: 3400.239258
	Iteration 12Q: 3 clusters Score -4426288 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22373 members 
Mstep: Class 2 contains 12598 members 
Entering Unmasked Estep 
Score: -4427237.500000 Penalty: 3400.239258
	Iteration 13Q: 3 clusters Score -4427238 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22572 members 
Mstep: Class 2 contains 12399 members 
Entering Unmasked Estep 
Score: -4428050.500000 Penalty: 3400.239258
	Iteration 14Q: 3 clusters Score -4428050 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22786 members 
Mstep: Class 2 contains 12185 members 
Entering Unmasked Estep 
Score: -4428598.500000 Penalty: 3400.239258
	Iteration 15Q: 3 clusters Score -4428598 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23034 members 
Mstep: Class 2 contains 11937 members 
Entering Unmasked Estep 
Score: -4428927.000000 Penalty: 3400.239258
	Iteration 16Q: 3 clusters Score -4428927 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23294 members 
Mstep: Class 2 contains 11677 members 
Entering Unmasked Estep 
Score: -4429065.000000 Penalty: 3400.239258
	Iteration 17Q: 3 clusters Score -4429065 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23546 members 
Mstep: Class 2 contains 11425 members 
Entering Unmasked Estep 
Score: -4429170.000000 Penalty: 3400.239258
	Iteration 18Q: 3 clusters Score -4429170 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23787 members 
Mstep: Class 2 contains 11184 members 
Entering Unmasked Estep 
Score: -4429221.500000 Penalty: 3400.239258
	Iteration 19Q: 3 clusters Score -4429222 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23999 members 
Mstep: Class 2 contains 10972 members 
Entering Unmasked Estep 
Score: -4429268.500000 Penalty: 3400.239258
	Iteration 20F: 3 clusters Score -4429268 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24175 members 
Mstep: Class 2 contains 10796 members 
Entering Unmasked Estep 
Score: -4429288.500000 Penalty: 3400.239258
	Iteration 21Q: 3 clusters Score -4429288 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24334 members 
Mstep: Class 2 contains 10637 members 
Entering Unmasked Estep 
Score: -4429284.500000 Penalty: 3400.239258
	Iteration 22Q: 3 clusters Score -4429284 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24483 members 
Mstep: Class 2 contains 10488 members 
Entering Unmasked Estep 
Score: -4429314.000000 Penalty: 3400.239258
	Iteration 23Q: 3 clusters Score -4429314 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24640 members 
Mstep: Class 2 contains 10331 members 
Entering Unmasked Estep 
Score: -4429335.500000 Penalty: 3400.239258
	Iteration 24Q: 3 clusters Score -4429336 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24796 members 
Mstep: Class 2 contains 10175 members 
Entering Unmasked Estep 
Score: -4429365.000000 Penalty: 3400.239258
	Iteration 25Q: 3 clusters Score -4429365 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24935 members 
Mstep: Class 2 contains 10036 members 
Entering Unmasked Estep 
Score: -4429384.500000 Penalty: 3400.239258
	Iteration 26Q: 3 clusters Score -4429384 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25061 members 
Mstep: Class 2 contains 9910 members 
Entering Unmasked Estep 
Score: -4429402.500000 Penalty: 3400.239258
	Iteration 27Q: 3 clusters Score -4429402 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25169 members 
Mstep: Class 2 contains 9802 members 
Entering Unmasked Estep 
Score: -4429422.500000 Penalty: 3400.239258
	Iteration 28Q: 3 clusters Score -4429422 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25275 members 
Mstep: Class 2 contains 9696 members 
Entering Unmasked Estep 
Score: -4429437.500000 Penalty: 3400.239258
	Iteration 29Q: 3 clusters Score -4429438 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25387 members 
Mstep: Class 2 contains 9584 members 
Entering Unmasked Estep 
Score: -4429443.000000 Penalty: 3400.239258
	Iteration 30Q: 3 clusters Score -4429443 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25504 members 
Mstep: Class 2 contains 9467 members 
Entering Unmasked Estep 
Score: -4429443.000000 Penalty: 3400.239258
	Iteration 31Q: 3 clusters Score -4429443 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25625 members 
Mstep: Class 2 contains 9346 members 
Entering Unmasked Estep 
Score: -4429475.500000 Penalty: 3400.239258
	Iteration 32Q: 3 clusters Score -4429476 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25743 members 
Mstep: Class 2 contains 9228 members 
Entering Unmasked Estep 
Score: -4429471.000000 Penalty: 3400.239258
	Iteration 33Q: 3 clusters Score -4429471 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25866 members 
Mstep: Class 2 contains 9105 members 
Entering Unmasked Estep 
Score: -4429482.500000 Penalty: 3400.239258
	Iteration 34Q: 3 clusters Score -4429482 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25977 members 
Mstep: Class 2 contains 8994 members 
Entering Unmasked Estep 
Score: -4429496.500000 Penalty: 3400.239258
	Iteration 35Q: 3 clusters Score -4429496 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26070 members 
Mstep: Class 2 contains 8901 members 
Entering Unmasked Estep 
Score: -4429520.000000 Penalty: 3400.239258
	Iteration 36Q: 3 clusters Score -4429520 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26149 members 
Mstep: Class 2 contains 8822 members 
Entering Unmasked Estep 
Score: -4429525.500000 Penalty: 3400.239258
	Iteration 37Q: 3 clusters Score -4429526 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26225 members 
Mstep: Class 2 contains 8746 members 
Entering Unmasked Estep 
Score: -4429528.500000 Penalty: 3400.239258
	Iteration 38Q: 3 clusters Score -4429528 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26297 members 
Mstep: Class 2 contains 8674 members 
Entering Unmasked Estep 
Score: -4429528.500000 Penalty: 3400.239258
	Iteration 39Q: 3 clusters Score -4429528 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26367 members 
Mstep: Class 2 contains 8604 members 
Entering Unmasked Estep 
Score: -4429537.000000 Penalty: 3400.239258
	Iteration 40F: 3 clusters Score -4429537 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26420 members 
Mstep: Class 2 contains 8551 members 
Entering Unmasked Estep 
Score: -4429542.000000 Penalty: 3400.239258
	Iteration 41Q: 3 clusters Score -4429542 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26473 members 
Mstep: Class 2 contains 8498 members 
Entering Unmasked Estep 
Score: -4429552.000000 Penalty: 3400.239258
	Iteration 42Q: 3 clusters Score -4429552 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26536 members 
Mstep: Class 2 contains 8435 members 
Entering Unmasked Estep 
Score: -4429560.000000 Penalty: 3400.239258
	Iteration 43Q: 3 clusters Score -4429560 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26587 members 
Mstep: Class 2 contains 8384 members 
Entering Unmasked Estep 
Score: -4429558.500000 Penalty: 3400.239258
	Iteration 44Q: 3 clusters Score -4429558 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26637 members 
Mstep: Class 2 contains 8334 members 
Entering Unmasked Estep 
Score: -4429569.500000 Penalty: 3400.239258
	Iteration 45Q: 3 clusters Score -4429570 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26682 members 
Mstep: Class 2 contains 8289 members 
Entering Unmasked Estep 
Score: -4429583.000000 Penalty: 3400.239258
	Iteration 46Q: 3 clusters Score -4429583 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26733 members 
Mstep: Class 2 contains 8238 members 
Entering Unmasked Estep 
Score: -4429580.000000 Penalty: 3400.239258
	Iteration 47Q: 3 clusters Score -4429580 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26782 members 
Mstep: Class 2 contains 8189 members 
Entering Unmasked Estep 
Score: -4429589.000000 Penalty: 3400.239258
	Iteration 48Q: 3 clusters Score -4429589 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26838 members 
Mstep: Class 2 contains 8133 members 
Entering Unmasked Estep 
Score: -4429592.500000 Penalty: 3400.239258
	Iteration 49Q: 3 clusters Score -4429592 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26902 members 
Mstep: Class 2 contains 8069 members 
Entering Unmasked Estep 
Score: -4429604.000000 Penalty: 3400.239258
	Iteration 50Q: 3 clusters Score -4429604 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26967 members 
Mstep: Class 2 contains 8004 members 
Entering Unmasked Estep 
Score: -4429614.500000 Penalty: 3400.239258
	Iteration 51Q: 3 clusters Score -4429614 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27010 members 
Mstep: Class 2 contains 7961 members 
Entering Unmasked Estep 
Score: -4429605.000000 Penalty: 3400.239258
	Iteration 52Q: 3 clusters Score -4429605 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27049 members 
Mstep: Class 2 contains 7922 members 
Entering Unmasked Estep 
Score: -4429605.000000 Penalty: 3400.239258
	Iteration 53Q: 3 clusters Score -4429605 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27087 members 
Mstep: Class 2 contains 7884 members 
Entering Unmasked Estep 
Score: -4429612.500000 Penalty: 3400.239258
	Iteration 54Q: 3 clusters Score -4429612 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27118 members 
Mstep: Class 2 contains 7853 members 
Entering Unmasked Estep 
Score: -4429619.500000 Penalty: 3400.239258
	Iteration 55Q: 3 clusters Score -4429620 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27153 members 
Mstep: Class 2 contains 7818 members 
Entering Unmasked Estep 
Score: -4429627.000000 Penalty: 3400.239258
	Iteration 56Q: 3 clusters Score -4429627 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27189 members 
Mstep: Class 2 contains 7782 members 
Entering Unmasked Estep 
Score: -4429641.000000 Penalty: 3400.239258
	Iteration 57Q: 3 clusters Score -4429641 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27226 members 
Mstep: Class 2 contains 7745 members 
Entering Unmasked Estep 
Score: -4429643.000000 Penalty: 3400.239258
	Iteration 58Q: 3 clusters Score -4429643 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27255 members 
Mstep: Class 2 contains 7716 members 
Entering Unmasked Estep 
Score: -4429637.500000 Penalty: 3400.239258
	Iteration 59Q: 3 clusters Score -4429638 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27297 members 
Mstep: Class 2 contains 7674 members 
Entering Unmasked Estep 
Score: -4429636.500000 Penalty: 3400.239258
	Iteration 60F: 3 clusters Score -4429636 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27350 members 
Mstep: Class 2 contains 7621 members 
Entering Unmasked Estep 
Score: -4429632.500000 Penalty: 3400.239258
	Iteration 61Q: 3 clusters Score -4429632 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27398 members 
Mstep: Class 2 contains 7573 members 
Entering Unmasked Estep 
Score: -4429647.000000 Penalty: 3400.239258
	Iteration 62Q: 3 clusters Score -4429647 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27442 members 
Mstep: Class 2 contains 7529 members 
Entering Unmasked Estep 
Score: -4429657.000000 Penalty: 3400.239258
	Iteration 63Q: 3 clusters Score -4429657 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27492 members 
Mstep: Class 2 contains 7479 members 
Entering Unmasked Estep 
Score: -4429659.000000 Penalty: 3400.239258
	Iteration 64Q: 3 clusters Score -4429659 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27547 members 
Mstep: Class 2 contains 7424 members 
Entering Unmasked Estep 
Score: -4429677.000000 Penalty: 3400.239258
	Iteration 65Q: 3 clusters Score -4429677 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27599 members 
Mstep: Class 2 contains 7372 members 
Entering Unmasked Estep 
Score: -4429685.000000 Penalty: 3400.239258
	Iteration 66Q: 3 clusters Score -4429685 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27636 members 
Mstep: Class 2 contains 7335 members 
Entering Unmasked Estep 
Score: -4429670.500000 Penalty: 3400.239258
	Iteration 67Q: 3 clusters Score -4429670 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27685 members 
Mstep: Class 2 contains 7286 members 
Entering Unmasked Estep 
Score: -4429683.500000 Penalty: 3400.239258
	Iteration 68Q: 3 clusters Score -4429684 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27726 members 
Mstep: Class 2 contains 7245 members 
Entering Unmasked Estep 
Score: -4429691.500000 Penalty: 3400.239258
	Iteration 69Q: 3 clusters Score -4429692 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27760 members 
Mstep: Class 2 contains 7211 members 
Entering Unmasked Estep 
Score: -4429708.000000 Penalty: 3400.239258
	Iteration 70Q: 3 clusters Score -4429708 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27789 members 
Mstep: Class 2 contains 7182 members 
Entering Unmasked Estep 
Score: -4429702.500000 Penalty: 3400.239258
	Iteration 71Q: 3 clusters Score -4429702 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27826 members 
Mstep: Class 2 contains 7145 members 
Entering Unmasked Estep 
Score: -4429695.500000 Penalty: 3400.239258
	Iteration 72Q: 3 clusters Score -4429696 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27867 members 
Mstep: Class 2 contains 7104 members 
Entering Unmasked Estep 
Score: -4429699.000000 Penalty: 3400.239258
	Iteration 73Q: 3 clusters Score -4429699 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27907 members 
Mstep: Class 2 contains 7064 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -4429708 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27955 members 
Mstep: Class 2 contains 7016 members 
Entering Unmasked Estep 
Score: -4429715.500000 Penalty: 3400.239258
	Iteration 75Q: 3 clusters Score -4429716 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28006 members 
Mstep: Class 2 contains 6965 members 
Entering Unmasked Estep 
Score: -4429723.000000 Penalty: 3400.239258
	Iteration 76Q: 3 clusters Score -4429723 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28062 members 
Mstep: Class 2 contains 6909 members 
Entering Unmasked Estep 
Score: -4429731.000000 Penalty: 3400.239258
	Iteration 77Q: 3 clusters Score -4429731 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28130 members 
Mstep: Class 2 contains 6841 members 
Entering Unmasked Estep 
Score: -4429730.000000 Penalty: 3400.239258
	Iteration 78Q: 3 clusters Score -4429730 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28184 members 
Mstep: Class 2 contains 6787 members 
Entering Unmasked Estep 
Score: -4429732.500000 Penalty: 3400.239258
	Iteration 79Q: 3 clusters Score -4429732 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28248 members 
Mstep: Class 2 contains 6723 members 
Entering Unmasked Estep 
Score: -4429730.500000 Penalty: 3400.239258
	Iteration 80F: 3 clusters Score -4429730 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28319 members 
Mstep: Class 2 contains 6652 members 
Entering Unmasked Estep 
Score: -4429751.500000 Penalty: 3400.239258
	Iteration 81Q: 3 clusters Score -4429752 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28396 members 
Mstep: Class 2 contains 6575 members 
Entering Unmasked Estep 
Score: -4429775.000000 Penalty: 3400.239258
	Iteration 82Q: 3 clusters Score -4429775 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28464 members 
Mstep: Class 2 contains 6507 members 
Entering Unmasked Estep 
Score: -4429788.000000 Penalty: 3400.239258
	Iteration 83Q: 3 clusters Score -4429788 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28535 members 
Mstep: Class 2 contains 6436 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -4429796 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28608 members 
Mstep: Class 2 contains 6363 members 
Entering Unmasked Estep 
Score: -4429805.500000 Penalty: 3400.239258
	Iteration 85Q: 3 clusters Score -4429806 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28680 members 
Mstep: Class 2 contains 6291 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -4429816 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28735 members 
Mstep: Class 2 contains 6236 members 
Entering Unmasked Estep 
Score: -4429822.500000 Penalty: 3400.239258
	Iteration 87Q: 3 clusters Score -4429822 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28783 members 
Mstep: Class 2 contains 6188 members 
Entering Unmasked Estep 
Score: -4429827.000000 Penalty: 3400.239258
	Iteration 88Q: 3 clusters Score -4429827 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28826 members 
Mstep: Class 2 contains 6145 members 
Entering Unmasked Estep 
Score: -4429824.000000 Penalty: 3400.239258
	Iteration 89Q: 3 clusters Score -4429824 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28874 members 
Mstep: Class 2 contains 6097 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -4429824 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28920 members 
Mstep: Class 2 contains 6051 members 
Entering Unmasked Estep 
Score: -4429832.000000 Penalty: 3400.239258
	Iteration 91Q: 3 clusters Score -4429832 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28955 members 
Mstep: Class 2 contains 6016 members 
Entering Unmasked Estep 
Score: -4429825.000000 Penalty: 3400.239258
	Iteration 92Q: 3 clusters Score -4429825 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28997 members 
Mstep: Class 2 contains 5974 members 
Entering Unmasked Estep 
Score: -4429829.500000 Penalty: 3400.239258
	Iteration 93Q: 3 clusters Score -4429830 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29030 members 
Mstep: Class 2 contains 5941 members 
Entering Unmasked Estep 
Score: -4429843.000000 Penalty: 3400.239258
	Iteration 94Q: 3 clusters Score -4429843 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29076 members 
Mstep: Class 2 contains 5895 members 
Entering Unmasked Estep 
Score: -4429844.500000 Penalty: 3400.239258
	Iteration 95Q: 3 clusters Score -4429844 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29122 members 
Mstep: Class 2 contains 5849 members 
Entering Unmasked Estep 
Score: -4429849.000000 Penalty: 3400.239258
	Iteration 96Q: 3 clusters Score -4429849 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29170 members 
Mstep: Class 2 contains 5801 members 
Entering Unmasked Estep 
Score: -4429857.000000 Penalty: 3400.239258
	Iteration 97Q: 3 clusters Score -4429857 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29220 members 
Mstep: Class 2 contains 5751 members 
Entering Unmasked Estep 
Score: -4429865.000000 Penalty: 3400.239258
	Iteration 98Q: 3 clusters Score -4429865 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29268 members 
Mstep: Class 2 contains 5703 members 
Entering Unmasked Estep 
Score: -4429872.500000 Penalty: 3400.239258
	Iteration 99Q: 3 clusters Score -4429872 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29309 members 
Mstep: Class 2 contains 5662 members 
Entering Unmasked Estep 
Score: -4429878.500000 Penalty: 3400.239258
	Iteration 100F: 3 clusters Score -4429878 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29351 members 
Mstep: Class 2 contains 5620 members 
Entering Unmasked Estep 
Score: -4429875.500000 Penalty: 3400.239258
	Iteration 101Q: 3 clusters Score -4429876 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29384 members 
Mstep: Class 2 contains 5587 members 
Entering Unmasked Estep 
Score: -4429872.000000 Penalty: 3400.239258
	Iteration 102Q: 3 clusters Score -4429872 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29427 members 
Mstep: Class 2 contains 5544 members 
Entering Unmasked Estep 
Score: -4429877.500000 Penalty: 3400.239258
	Iteration 103Q: 3 clusters Score -4429878 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29484 members 
Mstep: Class 2 contains 5487 members 
Entering Unmasked Estep 
Score: -4429897.500000 Penalty: 3400.239258
	Iteration 104Q: 3 clusters Score -4429898 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29541 members 
Mstep: Class 2 contains 5430 members 
Entering Unmasked Estep 
Score: -4429905.500000 Penalty: 3400.239258
	Iteration 105Q: 3 clusters Score -4429906 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29622 members 
Mstep: Class 2 contains 5349 members 
Entering Unmasked Estep 
Score: -4429940.500000 Penalty: 3400.239258
	Iteration 106Q: 3 clusters Score -4429940 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29710 members 
Mstep: Class 2 contains 5261 members 
Entering Unmasked Estep 
Score: -4429950.000000 Penalty: 3400.239258
	Iteration 107Q: 3 clusters Score -4429950 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29812 members 
Mstep: Class 2 contains 5159 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -4429976 nChanged 94
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29900 members 
Mstep: Class 2 contains 5071 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -4430000 nChanged 90
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29988 members 
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Entering Unmasked Estep 
Score: -4430013.000000 Penalty: 3400.239258
	Iteration 110Q: 3 clusters Score -4430013 nChanged 73
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30061 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -4430021.000000 Penalty: 3400.239258
	Iteration 111Q: 3 clusters Score -4430021 nChanged 79
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30140 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -4430036 nChanged 78
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30218 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -4430036 nChanged 84
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30300 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -4430052.000000 Penalty: 3400.239258
	Iteration 114Q: 3 clusters Score -4430052 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30390 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -4430077.000000 Penalty: 3400.239258
	Iteration 115Q: 3 clusters Score -4430077 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30479 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -4430106.500000 Penalty: 3400.239258
	Iteration 116Q: 3 clusters Score -4430106 nChanged 88
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30567 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -4430137.000000 Penalty: 3400.239258
	Iteration 117Q: 3 clusters Score -4430137 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30658 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -4430146.000000 Penalty: 3400.239258
	Iteration 118Q: 3 clusters Score -4430146 nChanged 100
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30756 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -4430172.000000 Penalty: 3400.239258
	Iteration 119Q: 3 clusters Score -4430172 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30847 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -4430186.500000 Penalty: 3400.239258
	Iteration 120F: 3 clusters Score -4430186 nChanged 70
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30915 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -4430200.500000 Penalty: 3400.239258
	Iteration 121Q: 3 clusters Score -4430200 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30970 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -4430215.500000 Penalty: 3400.239258
	Iteration 122Q: 3 clusters Score -4430216 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31027 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -4430208.500000 Penalty: 3400.239258
	Iteration 123Q: 3 clusters Score -4430208 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31078 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -4430226.500000 Penalty: 3400.239258
	Iteration 124Q: 3 clusters Score -4430226 nChanged 60
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31134 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -4430236.500000 Penalty: 3400.239258
	Iteration 125Q: 3 clusters Score -4430236 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31193 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -4430243.500000 Penalty: 3400.239258
	Iteration 126Q: 3 clusters Score -4430244 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31247 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -4430261.500000 Penalty: 3400.239258
	Iteration 127Q: 3 clusters Score -4430262 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31284 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -4430262.000000 Penalty: 3400.239258
	Iteration 128Q: 3 clusters Score -4430262 nChanged 37
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31319 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -4430269.500000 Penalty: 3400.239258
	Iteration 129Q: 3 clusters Score -4430270 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31346 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -4430276.000000 Penalty: 3400.239258
	Iteration 130Q: 3 clusters Score -4430276 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31371 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -4430270 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31396 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -4430276 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31415 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -4430279.000000 Penalty: 3400.239258
	Iteration 133Q: 3 clusters Score -4430279 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31431 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -4430277 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31445 members 
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Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -4430273 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31453 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -4430276 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31467 members 
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Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -4430276 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31475 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -4430276 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31487 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -4430274 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31504 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
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	Iteration 140F: 3 clusters Score -4430276 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31514 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -4430278.000000 Penalty: 3400.239258
	Iteration 141Q: 3 clusters Score -4430278 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31524 members 
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Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -4430274 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31530 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -4430278 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31534 members 
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Entering Unmasked Estep 
Score: -4430282.000000 Penalty: 3400.239258
	Iteration 144Q: 3 clusters Score -4430282 nChanged 1
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Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -4430280 nChanged 2
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 146Q: 3 clusters Score -4430279 nChanged 3
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Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -4430279 nChanged 1
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Score: -4430279.000000 Penalty: 3400.239258
	Iteration 148Q: 3 clusters Score -4430279 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31542 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -4430279.000000 Penalty: 3400.239258
	Iteration 149Q: 3 clusters Score -4430279 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31543 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -4430279.500000 Penalty: 3400.239258
	Iteration 150Q: 3 clusters Score -4430280 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31544 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -4430283.000000 Penalty: 3400.239258
	Iteration 151Q: 3 clusters Score -4430283 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31544 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -4430283.000000 Penalty: 3400.239258
	Iteration 152F: 3 clusters Score -4430283 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (95915 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95915 members 
Entering Unmasked Estep 
Score: -12112555.000000 Penalty: 1864.072998
	Iteration 0F: 2 clusters Score -1.211256e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47905 members 
Mstep: Class 2 contains 48010 members 
Entering Unmasked Estep 
Score: -12048780.000000 Penalty: 3728.145996
	Iteration 0F: 3 clusters Score -1.204878e+07 nChanged 45837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47674 members 
Mstep: Class 2 contains 48241 members 
Entering Unmasked Estep 
Score: -12075932.000000 Penalty: 3728.145996
	Iteration 1F: 3 clusters Score -1.207593e+07 nChanged 3535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47805 members 
Mstep: Class 2 contains 48110 members 
Entering Unmasked Estep 
Score: -12076922.000000 Penalty: 3728.145996
	Iteration 2Q: 3 clusters Score -1.207692e+07 nChanged 3847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48188 members 
Mstep: Class 2 contains 47727 members 
Entering Unmasked Estep 
Score: -12078164.000000 Penalty: 3728.145996
	Iteration 3Q: 3 clusters Score -1.207816e+07 nChanged 4303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48847 members 
Mstep: Class 2 contains 47068 members 
Entering Unmasked Estep 
Score: -12079831.000000 Penalty: 3728.145996
	Iteration 4Q: 3 clusters Score -1.207983e+07 nChanged 4929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49918 members 
Mstep: Class 2 contains 45997 members 
Entering Unmasked Estep 
Score: -12082123.000000 Penalty: 3728.145996
	Iteration 5F: 3 clusters Score -1.208212e+07 nChanged 5465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51195 members 
Mstep: Class 2 contains 44720 members 
Entering Unmasked Estep 
Score: -12084997.000000 Penalty: 3728.145996
	Iteration 6F: 3 clusters Score -1.2085e+07 nChanged 5669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52380 members 
Mstep: Class 2 contains 43535 members 
Entering Unmasked Estep 
Score: -12088204.000000 Penalty: 3728.145996
	Iteration 7F: 3 clusters Score -1.20882e+07 nChanged 5487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53461 members 
Mstep: Class 2 contains 42454 members 
Entering Unmasked Estep 
Score: -12091167.000000 Penalty: 3728.145996
	Iteration 8F: 3 clusters Score -1.209117e+07 nChanged 4997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54272 members 
Mstep: Class 2 contains 41643 members 
Entering Unmasked Estep 
Score: -12094042.000000 Penalty: 3728.145996
	Iteration 9F: 3 clusters Score -1.209404e+07 nChanged 4374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54858 members 
Mstep: Class 2 contains 41057 members 
Entering Unmasked Estep 
Score: -12096372.000000 Penalty: 3728.145996
	Iteration 10Q: 3 clusters Score -1.209637e+07 nChanged 3648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55496 members 
Mstep: Class 2 contains 40419 members 
Entering Unmasked Estep 
Score: -12098550.000000 Penalty: 3728.145996
	Iteration 11Q: 3 clusters Score -1.209855e+07 nChanged 3172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56230 members 
Mstep: Class 2 contains 39685 members 
Entering Unmasked Estep 
Score: -12100379.000000 Penalty: 3728.145996
	Iteration 12Q: 3 clusters Score -1.210038e+07 nChanged 2714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57106 members 
Mstep: Class 2 contains 38809 members 
Entering Unmasked Estep 
Score: -12101544.000000 Penalty: 3728.145996
	Iteration 13Q: 3 clusters Score -1.210154e+07 nChanged 2205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58039 members 
Mstep: Class 2 contains 37876 members 
Entering Unmasked Estep 
Score: -12102364.000000 Penalty: 3728.145996
	Iteration 14Q: 3 clusters Score -1.210236e+07 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59005 members 
Mstep: Class 2 contains 36910 members 
Entering Unmasked Estep 
Score: -12102959.000000 Penalty: 3728.145996
	Iteration 15Q: 3 clusters Score -1.210296e+07 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60005 members 
Mstep: Class 2 contains 35910 members 
Entering Unmasked Estep 
Score: -12103550.000000 Penalty: 3728.145996
	Iteration 16Q: 3 clusters Score -1.210355e+07 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61019 members 
Mstep: Class 2 contains 34896 members 
Entering Unmasked Estep 
Score: -12104022.000000 Penalty: 3728.145996
	Iteration 17Q: 3 clusters Score -1.210402e+07 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62007 members 
Mstep: Class 2 contains 33908 members 
Entering Unmasked Estep 
Score: -12104370.000000 Penalty: 3728.145996
	Iteration 18Q: 3 clusters Score -1.210437e+07 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62972 members 
Mstep: Class 2 contains 32943 members 
Entering Unmasked Estep 
Score: -12104762.000000 Penalty: 3728.145996
	Iteration 19Q: 3 clusters Score -1.210476e+07 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63954 members 
Mstep: Class 2 contains 31961 members 
Entering Unmasked Estep 
Score: -12105180.000000 Penalty: 3728.145996
	Iteration 20F: 3 clusters Score -1.210518e+07 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64936 members 
Mstep: Class 2 contains 30979 members 
Entering Unmasked Estep 
Score: -12105475.000000 Penalty: 3728.145996
	Iteration 21Q: 3 clusters Score -1.210548e+07 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65877 members 
Mstep: Class 2 contains 30038 members 
Entering Unmasked Estep 
Score: -12105802.000000 Penalty: 3728.145996
	Iteration 22Q: 3 clusters Score -1.21058e+07 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66823 members 
Mstep: Class 2 contains 29092 members 
Entering Unmasked Estep 
Score: -12106104.000000 Penalty: 3728.145996
	Iteration 23Q: 3 clusters Score -1.21061e+07 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67735 members 
Mstep: Class 2 contains 28180 members 
Entering Unmasked Estep 
Score: -12106428.000000 Penalty: 3728.145996
	Iteration 24Q: 3 clusters Score -1.210643e+07 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68618 members 
Mstep: Class 2 contains 27297 members 
Entering Unmasked Estep 
Score: -12106718.000000 Penalty: 3728.145996
	Iteration 25Q: 3 clusters Score -1.210672e+07 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69504 members 
Mstep: Class 2 contains 26411 members 
Entering Unmasked Estep 
Score: -12107015.000000 Penalty: 3728.145996
	Iteration 26Q: 3 clusters Score -1.210702e+07 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70374 members 
Mstep: Class 2 contains 25541 members 
Entering Unmasked Estep 
Score: -12107349.000000 Penalty: 3728.145996
	Iteration 27Q: 3 clusters Score -1.210735e+07 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71176 members 
Mstep: Class 2 contains 24739 members 
Entering Unmasked Estep 
Score: -12107535.000000 Penalty: 3728.145996
	Iteration 28Q: 3 clusters Score -1.210754e+07 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71872 members 
Mstep: Class 2 contains 24043 members 
Entering Unmasked Estep 
Score: -12107715.000000 Penalty: 3728.145996
	Iteration 29Q: 3 clusters Score -1.210772e+07 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72530 members 
Mstep: Class 2 contains 23385 members 
Entering Unmasked Estep 
Score: -12107884.000000 Penalty: 3728.145996
	Iteration 30Q: 3 clusters Score -1.210788e+07 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73158 members 
Mstep: Class 2 contains 22757 members 
Entering Unmasked Estep 
Score: -12108028.000000 Penalty: 3728.145996
	Iteration 31Q: 3 clusters Score -1.210803e+07 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73768 members 
Mstep: Class 2 contains 22147 members 
Entering Unmasked Estep 
Score: -12108146.000000 Penalty: 3728.145996
	Iteration 32Q: 3 clusters Score -1.210815e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74321 members 
Mstep: Class 2 contains 21594 members 
Entering Unmasked Estep 
Score: -12108257.000000 Penalty: 3728.145996
	Iteration 33Q: 3 clusters Score -1.210826e+07 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74855 members 
Mstep: Class 2 contains 21060 members 
Entering Unmasked Estep 
Score: -12108372.000000 Penalty: 3728.145996
	Iteration 34Q: 3 clusters Score -1.210837e+07 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75365 members 
Mstep: Class 2 contains 20550 members 
Entering Unmasked Estep 
Score: -12108446.000000 Penalty: 3728.145996
	Iteration 35Q: 3 clusters Score -1.210845e+07 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75857 members 
Mstep: Class 2 contains 20058 members 
Entering Unmasked Estep 
Score: -12108543.000000 Penalty: 3728.145996
	Iteration 36Q: 3 clusters Score -1.210854e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76303 members 
Mstep: Class 2 contains 19612 members 
Entering Unmasked Estep 
Score: -12108592.000000 Penalty: 3728.145996
	Iteration 37Q: 3 clusters Score -1.210859e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76682 members 
Mstep: Class 2 contains 19233 members 
Entering Unmasked Estep 
Score: -12108664.000000 Penalty: 3728.145996
	Iteration 38Q: 3 clusters Score -1.210866e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77066 members 
Mstep: Class 2 contains 18849 members 
Entering Unmasked Estep 
Score: -12108733.000000 Penalty: 3728.145996
	Iteration 39Q: 3 clusters Score -1.210873e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77487 members 
Mstep: Class 2 contains 18428 members 
Entering Unmasked Estep 
Score: -12108839.000000 Penalty: 3728.145996
	Iteration 40F: 3 clusters Score -1.210884e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77891 members 
Mstep: Class 2 contains 18024 members 
Entering Unmasked Estep 
Score: -12108917.000000 Penalty: 3728.145996
	Iteration 41Q: 3 clusters Score -1.210892e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78272 members 
Mstep: Class 2 contains 17643 members 
Entering Unmasked Estep 
Score: -12108926.000000 Penalty: 3728.145996
	Iteration 42Q: 3 clusters Score -1.210893e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78655 members 
Mstep: Class 2 contains 17260 members 
Entering Unmasked Estep 
Score: -12108982.000000 Penalty: 3728.145996
	Iteration 43Q: 3 clusters Score -1.210898e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79046 members 
Mstep: Class 2 contains 16869 members 
Entering Unmasked Estep 
Score: -12109067.000000 Penalty: 3728.145996
	Iteration 44Q: 3 clusters Score -1.210907e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79417 members 
Mstep: Class 2 contains 16498 members 
Entering Unmasked Estep 
Score: -12109114.000000 Penalty: 3728.145996
	Iteration 45Q: 3 clusters Score -1.210911e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79792 members 
Mstep: Class 2 contains 16123 members 
Entering Unmasked Estep 
Score: -12109188.000000 Penalty: 3728.145996
	Iteration 46Q: 3 clusters Score -1.210919e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80139 members 
Mstep: Class 2 contains 15776 members 
Entering Unmasked Estep 
Score: -12109226.000000 Penalty: 3728.145996
	Iteration 47Q: 3 clusters Score -1.210923e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80487 members 
Mstep: Class 2 contains 15428 members 
Entering Unmasked Estep 
Score: -12109314.000000 Penalty: 3728.145996
	Iteration 48Q: 3 clusters Score -1.210931e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80840 members 
Mstep: Class 2 contains 15075 members 
Entering Unmasked Estep 
Score: -12109392.000000 Penalty: 3728.145996
	Iteration 49Q: 3 clusters Score -1.210939e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81163 members 
Mstep: Class 2 contains 14752 members 
Entering Unmasked Estep 
Score: -12109445.000000 Penalty: 3728.145996
	Iteration 50Q: 3 clusters Score -1.210944e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81480 members 
Mstep: Class 2 contains 14435 members 
Entering Unmasked Estep 
Score: -12109495.000000 Penalty: 3728.145996
	Iteration 51Q: 3 clusters Score -1.21095e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81801 members 
Mstep: Class 2 contains 14114 members 
Entering Unmasked Estep 
Score: -12109600.000000 Penalty: 3728.145996
	Iteration 52Q: 3 clusters Score -1.21096e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82106 members 
Mstep: Class 2 contains 13809 members 
Entering Unmasked Estep 
Score: -12109655.000000 Penalty: 3728.145996
	Iteration 53Q: 3 clusters Score -1.210966e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82425 members 
Mstep: Class 2 contains 13490 members 
Entering Unmasked Estep 
Score: -12109752.000000 Penalty: 3728.145996
	Iteration 54Q: 3 clusters Score -1.210975e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82740 members 
Mstep: Class 2 contains 13175 members 
Entering Unmasked Estep 
Score: -12109808.000000 Penalty: 3728.145996
	Iteration 55Q: 3 clusters Score -1.210981e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83039 members 
Mstep: Class 2 contains 12876 members 
Entering Unmasked Estep 
Score: -12109862.000000 Penalty: 3728.145996
	Iteration 56Q: 3 clusters Score -1.210986e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83352 members 
Mstep: Class 2 contains 12563 members 
Entering Unmasked Estep 
Score: -12109961.000000 Penalty: 3728.145996
	Iteration 57Q: 3 clusters Score -1.210996e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83676 members 
Mstep: Class 2 contains 12239 members 
Entering Unmasked Estep 
Score: -12110047.000000 Penalty: 3728.145996
	Iteration 58Q: 3 clusters Score -1.211005e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83974 members 
Mstep: Class 2 contains 11941 members 
Entering Unmasked Estep 
Score: -12110167.000000 Penalty: 3728.145996
	Iteration 59Q: 3 clusters Score -1.211017e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84261 members 
Mstep: Class 2 contains 11654 members 
Entering Unmasked Estep 
Score: -12110216.000000 Penalty: 3728.145996
	Iteration 60F: 3 clusters Score -1.211022e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84531 members 
Mstep: Class 2 contains 11384 members 
Entering Unmasked Estep 
Score: -12110297.000000 Penalty: 3728.145996
	Iteration 61Q: 3 clusters Score -1.21103e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84803 members 
Mstep: Class 2 contains 11112 members 
Entering Unmasked Estep 
Score: -12110384.000000 Penalty: 3728.145996
	Iteration 62Q: 3 clusters Score -1.211038e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85045 members 
Mstep: Class 2 contains 10870 members 
Entering Unmasked Estep 
Score: -12110480.000000 Penalty: 3728.145996
	Iteration 63Q: 3 clusters Score -1.211048e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85286 members 
Mstep: Class 2 contains 10629 members 
Entering Unmasked Estep 
Score: -12110571.000000 Penalty: 3728.145996
	Iteration 64Q: 3 clusters Score -1.211057e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85516 members 
Mstep: Class 2 contains 10399 members 
Entering Unmasked Estep 
Score: -12110678.000000 Penalty: 3728.145996
	Iteration 65Q: 3 clusters Score -1.211068e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85746 members 
Mstep: Class 2 contains 10169 members 
Entering Unmasked Estep 
Score: -12110698.000000 Penalty: 3728.145996
	Iteration 66Q: 3 clusters Score -1.21107e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85967 members 
Mstep: Class 2 contains 9948 members 
Entering Unmasked Estep 
Score: -12110771.000000 Penalty: 3728.145996
	Iteration 67Q: 3 clusters Score -1.211077e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86177 members 
Mstep: Class 2 contains 9738 members 
Entering Unmasked Estep 
Score: -12110794.000000 Penalty: 3728.145996
	Iteration 68Q: 3 clusters Score -1.211079e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86364 members 
Mstep: Class 2 contains 9551 members 
Entering Unmasked Estep 
Score: -12110843.000000 Penalty: 3728.145996
	Iteration 69Q: 3 clusters Score -1.211084e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86538 members 
Mstep: Class 2 contains 9377 members 
Entering Unmasked Estep 
Score: -12110866.000000 Penalty: 3728.145996
	Iteration 70Q: 3 clusters Score -1.211087e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86682 members 
Mstep: Class 2 contains 9233 members 
Entering Unmasked Estep 
Score: -12110871.000000 Penalty: 3728.145996
	Iteration 71Q: 3 clusters Score -1.211087e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86823 members 
Mstep: Class 2 contains 9092 members 
Entering Unmasked Estep 
Score: -12110906.000000 Penalty: 3728.145996
	Iteration 72Q: 3 clusters Score -1.211091e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86956 members 
Mstep: Class 2 contains 8959 members 
Entering Unmasked Estep 
Score: -12110957.000000 Penalty: 3728.145996
	Iteration 73Q: 3 clusters Score -1.211096e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87078 members 
Mstep: Class 2 contains 8837 members 
Entering Unmasked Estep 
Score: -12110936.000000 Penalty: 3728.145996
	Iteration 74Q: 3 clusters Score -1.211094e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87193 members 
Mstep: Class 2 contains 8722 members 
Entering Unmasked Estep 
Score: -12110960.000000 Penalty: 3728.145996
	Iteration 75Q: 3 clusters Score -1.211096e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87303 members 
Mstep: Class 2 contains 8612 members 
Entering Unmasked Estep 
Score: -12110985.000000 Penalty: 3728.145996
	Iteration 76Q: 3 clusters Score -1.211098e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87427 members 
Mstep: Class 2 contains 8488 members 
Entering Unmasked Estep 
Score: -12110976.000000 Penalty: 3728.145996
	Iteration 77Q: 3 clusters Score -1.211098e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87534 members 
Mstep: Class 2 contains 8381 members 
Entering Unmasked Estep 
Score: -12110974.000000 Penalty: 3728.145996
	Iteration 78Q: 3 clusters Score -1.211097e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87620 members 
Mstep: Class 2 contains 8295 members 
Entering Unmasked Estep 
Score: -12110988.000000 Penalty: 3728.145996
	Iteration 79Q: 3 clusters Score -1.211099e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87699 members 
Mstep: Class 2 contains 8216 members 
Entering Unmasked Estep 
Score: -12110979.000000 Penalty: 3728.145996
	Iteration 80F: 3 clusters Score -1.211098e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87773 members 
Mstep: Class 2 contains 8142 members 
Entering Unmasked Estep 
Score: -12110988.000000 Penalty: 3728.145996
	Iteration 81Q: 3 clusters Score -1.211099e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87841 members 
Mstep: Class 2 contains 8074 members 
Entering Unmasked Estep 
Score: -12110980.000000 Penalty: 3728.145996
	Iteration 82Q: 3 clusters Score -1.211098e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87905 members 
Mstep: Class 2 contains 8010 members 
Entering Unmasked Estep 
Score: -12110988.000000 Penalty: 3728.145996
	Iteration 83Q: 3 clusters Score -1.211099e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87956 members 
Mstep: Class 2 contains 7959 members 
Entering Unmasked Estep 
Score: -12110946.000000 Penalty: 3728.145996
	Iteration 84Q: 3 clusters Score -1.211095e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88004 members 
Mstep: Class 2 contains 7911 members 
Entering Unmasked Estep 
Score: -12110964.000000 Penalty: 3728.145996
	Iteration 85Q: 3 clusters Score -1.211096e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88048 members 
Mstep: Class 2 contains 7867 members 
Entering Unmasked Estep 
Score: -12110980.000000 Penalty: 3728.145996
	Iteration 86Q: 3 clusters Score -1.211098e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88085 members 
Mstep: Class 2 contains 7830 members 
Entering Unmasked Estep 
Score: -12110980.000000 Penalty: 3728.145996
	Iteration 87Q: 3 clusters Score -1.211098e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88110 members 
Mstep: Class 2 contains 7805 members 
Entering Unmasked Estep 
Score: -12110991.000000 Penalty: 3728.145996
	Iteration 88Q: 3 clusters Score -1.211099e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88135 members 
Mstep: Class 2 contains 7780 members 
Entering Unmasked Estep 
Score: -12110982.000000 Penalty: 3728.145996
	Iteration 89Q: 3 clusters Score -1.211098e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88157 members 
Mstep: Class 2 contains 7758 members 
Entering Unmasked Estep 
Score: -12110994.000000 Penalty: 3728.145996
	Iteration 90Q: 3 clusters Score -1.211099e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88175 members 
Mstep: Class 2 contains 7740 members 
Entering Unmasked Estep 
Score: -12110987.000000 Penalty: 3728.145996
	Iteration 91Q: 3 clusters Score -1.211099e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88187 members 
Mstep: Class 2 contains 7728 members 
Entering Unmasked Estep 
Score: -12110993.000000 Penalty: 3728.145996
	Iteration 92Q: 3 clusters Score -1.211099e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88194 members 
Mstep: Class 2 contains 7721 members 
Entering Unmasked Estep 
Score: -12110989.000000 Penalty: 3728.145996
	Iteration 93Q: 3 clusters Score -1.211099e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88201 members 
Mstep: Class 2 contains 7714 members 
Entering Unmasked Estep 
Score: -12110982.000000 Penalty: 3728.145996
	Iteration 94Q: 3 clusters Score -1.211098e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88207 members 
Mstep: Class 2 contains 7708 members 
Entering Unmasked Estep 
Score: -12110993.000000 Penalty: 3728.145996
	Iteration 95Q: 3 clusters Score -1.211099e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88213 members 
Mstep: Class 2 contains 7702 members 
Entering Unmasked Estep 
Score: -12110983.000000 Penalty: 3728.145996
	Iteration 96Q: 3 clusters Score -1.211098e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88217 members 
Mstep: Class 2 contains 7698 members 
Entering Unmasked Estep 
Score: -12110973.000000 Penalty: 3728.145996
	Iteration 97Q: 3 clusters Score -1.211097e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88220 members 
Mstep: Class 2 contains 7695 members 
Entering Unmasked Estep 
Score: -12110980.000000 Penalty: 3728.145996
	Iteration 98Q: 3 clusters Score -1.211098e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88221 members 
Mstep: Class 2 contains 7694 members 
Entering Unmasked Estep 
Score: -12110975.000000 Penalty: 3728.145996
	Iteration 99Q: 3 clusters Score -1.211098e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88221 members 
Mstep: Class 2 contains 7694 members 
Entering Unmasked Estep 
Score: -12110975.000000 Penalty: 3728.145996
	Iteration 100F: 3 clusters Score -1.211098e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (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: -49775.273438 Penalty: 996.677185
	Iteration 0F: 2 clusters Score -49775.27 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: -48836.230469 Penalty: 1993.354370
	Iteration 0F: 3 clusters Score -48836.23 nChanged 117
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: -49088.277344 Penalty: 1993.354370
	Iteration 1F: 3 clusters Score -49088.28 nChanged 39
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: -49191.816406 Penalty: 1993.354370
	Iteration 2F: 3 clusters Score -49191.82 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -49234.179688 Penalty: 1993.354370
	Iteration 3Q: 3 clusters Score -49234.18 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -49253.675781 Penalty: 1993.354370
	Iteration 4Q: 3 clusters Score -49253.68 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -49259.574219 Penalty: 1993.354370
	Iteration 5Q: 3 clusters Score -49259.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -49263.312500 Penalty: 1993.354370
	Iteration 6Q: 3 clusters Score -49263.31 nChanged 3
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: -49276.023438 Penalty: 1993.354370
	Iteration 7Q: 3 clusters Score -49276.02 nChanged 2
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: -49283.886719 Penalty: 1993.354370
	Iteration 8Q: 3 clusters Score -49283.89 nChanged 5
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: -49291.246094 Penalty: 1993.354370
	Iteration 9Q: 3 clusters Score -49291.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -49292.042969 Penalty: 1993.354370
	Iteration 10Q: 3 clusters Score -49292.04 nChanged 2
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: -49293.894531 Penalty: 1993.354370
	Iteration 11Q: 3 clusters Score -49293.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -49295.597656 Penalty: 1993.354370
	Iteration 12Q: 3 clusters Score -49295.6 nChanged 1
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: -49296.402344 Penalty: 1993.354370
	Iteration 13Q: 3 clusters Score -49296.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -49301.355469 Penalty: 1993.354370
	Iteration 14Q: 3 clusters Score -49301.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -49304.617188 Penalty: 1993.354370
	Iteration 15Q: 3 clusters Score -49304.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -49305.390625 Penalty: 1993.354370
	Iteration 16Q: 3 clusters Score -49305.39 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: -49306.152344 Penalty: 1993.354370
	Iteration 17Q: 3 clusters Score -49306.15 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: -49306.152344 Penalty: 1993.354370
	Iteration 18F: 3 clusters Score -49306.15 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (17575 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17575 members 
Entering Unmasked Estep 
Score: -2232127.750000 Penalty: 1588.312866
	Iteration 0F: 2 clusters Score -2232128 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8800 members 
Mstep: Class 2 contains 8775 members 
Entering Unmasked Estep 
Score: -2220171.500000 Penalty: 3176.625732
	Iteration 0F: 3 clusters Score -2220172 nChanged 7812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8546 members 
Mstep: Class 2 contains 9029 members 
Entering Unmasked Estep 
Score: -2224904.750000 Penalty: 3176.625732
	Iteration 1F: 3 clusters Score -2224905 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8177 members 
Mstep: Class 2 contains 9398 members 
Entering Unmasked Estep 
Score: -2226014.500000 Penalty: 3176.625732
	Iteration 2F: 3 clusters Score -2226014 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7595 members 
Mstep: Class 2 contains 9980 members 
Entering Unmasked Estep 
Score: -2227218.000000 Penalty: 3176.625732
	Iteration 3F: 3 clusters Score -2227218 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6925 members 
Mstep: Class 2 contains 10650 members 
Entering Unmasked Estep 
Score: -2228382.500000 Penalty: 3176.625732
	Iteration 4F: 3 clusters Score -2228382 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6330 members 
Mstep: Class 2 contains 11245 members 
Entering Unmasked Estep 
Score: -2229419.750000 Penalty: 3176.625732
	Iteration 5F: 3 clusters Score -2229420 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5881 members 
Mstep: Class 2 contains 11694 members 
Entering Unmasked Estep 
Score: -2230153.000000 Penalty: 3176.625732
	Iteration 6F: 3 clusters Score -2230153 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5566 members 
Mstep: Class 2 contains 12009 members 
Entering Unmasked Estep 
Score: -2230700.250000 Penalty: 3176.625732
	Iteration 7Q: 3 clusters Score -2230700 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5356 members 
Mstep: Class 2 contains 12219 members 
Entering Unmasked Estep 
Score: -2230992.250000 Penalty: 3176.625732
	Iteration 8Q: 3 clusters Score -2230992 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 12343 members 
Entering Unmasked Estep 
Score: -2231107.500000 Penalty: 3176.625732
	Iteration 9Q: 3 clusters Score -2231108 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 12466 members 
Entering Unmasked Estep 
Score: -2231189.000000 Penalty: 3176.625732
	Iteration 10Q: 3 clusters Score -2231189 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 12588 members 
Entering Unmasked Estep 
Score: -2231252.000000 Penalty: 3176.625732
	Iteration 11Q: 3 clusters Score -2231252 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 12701 members 
Entering Unmasked Estep 
Score: -2231311.500000 Penalty: 3176.625732
	Iteration 12Q: 3 clusters Score -2231312 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 12821 members 
Entering Unmasked Estep 
Score: -2231384.750000 Penalty: 3176.625732
	Iteration 13Q: 3 clusters Score -2231385 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 12926 members 
Entering Unmasked Estep 
Score: -2231445.750000 Penalty: 3176.625732
	Iteration 14Q: 3 clusters Score -2231446 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 13014 members 
Entering Unmasked Estep 
Score: -2231480.250000 Penalty: 3176.625732
	Iteration 15Q: 3 clusters Score -2231480 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 13113 members 
Entering Unmasked Estep 
Score: -2231521.250000 Penalty: 3176.625732
	Iteration 16Q: 3 clusters Score -2231521 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 13198 members 
Entering Unmasked Estep 
Score: -2231557.000000 Penalty: 3176.625732
	Iteration 17Q: 3 clusters Score -2231557 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 13267 members 
Entering Unmasked Estep 
Score: -2231590.250000 Penalty: 3176.625732
	Iteration 18Q: 3 clusters Score -2231590 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 13340 members 
Entering Unmasked Estep 
Score: -2231621.000000 Penalty: 3176.625732
	Iteration 19Q: 3 clusters Score -2231621 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 13418 members 
Entering Unmasked Estep 
Score: -2231646.000000 Penalty: 3176.625732
	Iteration 20F: 3 clusters Score -2231646 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 13496 members 
Entering Unmasked Estep 
Score: -2231667.500000 Penalty: 3176.625732
	Iteration 21Q: 3 clusters Score -2231668 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 13561 members 
Entering Unmasked Estep 
Score: -2231687.750000 Penalty: 3176.625732
	Iteration 22Q: 3 clusters Score -2231688 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 13603 members 
Entering Unmasked Estep 
Score: -2231692.000000 Penalty: 3176.625732
	Iteration 23Q: 3 clusters Score -2231692 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 13638 members 
Entering Unmasked Estep 
Score: -2231698.000000 Penalty: 3176.625732
	Iteration 24Q: 3 clusters Score -2231698 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 13672 members 
Entering Unmasked Estep 
Score: -2231706.250000 Penalty: 3176.625732
	Iteration 25Q: 3 clusters Score -2231706 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 13708 members 
Entering Unmasked Estep 
Score: -2231716.000000 Penalty: 3176.625732
	Iteration 26Q: 3 clusters Score -2231716 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 13733 members 
Entering Unmasked Estep 
Score: -2231722.000000 Penalty: 3176.625732
	Iteration 27Q: 3 clusters Score -2231722 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 13754 members 
Entering Unmasked Estep 
Score: -2231724.000000 Penalty: 3176.625732
	Iteration 28Q: 3 clusters Score -2231724 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 13781 members 
Entering Unmasked Estep 
Score: -2231727.000000 Penalty: 3176.625732
	Iteration 29Q: 3 clusters Score -2231727 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 13806 members 
Entering Unmasked Estep 
Score: -2231735.000000 Penalty: 3176.625732
	Iteration 30Q: 3 clusters Score -2231735 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 13837 members 
Entering Unmasked Estep 
Score: -2231734.250000 Penalty: 3176.625732
	Iteration 31Q: 3 clusters Score -2231734 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 13867 members 
Entering Unmasked Estep 
Score: -2231744.750000 Penalty: 3176.625732
	Iteration 32Q: 3 clusters Score -2231745 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 13897 members 
Entering Unmasked Estep 
Score: -2231747.000000 Penalty: 3176.625732
	Iteration 33Q: 3 clusters Score -2231747 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 13922 members 
Entering Unmasked Estep 
Score: -2231751.250000 Penalty: 3176.625732
	Iteration 34Q: 3 clusters Score -2231751 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 13936 members 
Entering Unmasked Estep 
Score: -2231751.750000 Penalty: 3176.625732
	Iteration 35Q: 3 clusters Score -2231752 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 13960 members 
Entering Unmasked Estep 
Score: -2231761.000000 Penalty: 3176.625732
	Iteration 36Q: 3 clusters Score -2231761 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 13982 members 
Entering Unmasked Estep 
Score: -2231765.250000 Penalty: 3176.625732
	Iteration 37Q: 3 clusters Score -2231765 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 14006 members 
Entering Unmasked Estep 
Score: -2231768.250000 Penalty: 3176.625732
	Iteration 38Q: 3 clusters Score -2231768 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 14031 members 
Entering Unmasked Estep 
Score: -2231767.750000 Penalty: 3176.625732
	Iteration 39Q: 3 clusters Score -2231768 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 14051 members 
Entering Unmasked Estep 
Score: -2231771.500000 Penalty: 3176.625732
	Iteration 40F: 3 clusters Score -2231772 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 14067 members 
Entering Unmasked Estep 
Score: -2231769.000000 Penalty: 3176.625732
	Iteration 41Q: 3 clusters Score -2231769 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 14071 members 
Entering Unmasked Estep 
Score: -2231770.250000 Penalty: 3176.625732
	Iteration 42Q: 3 clusters Score -2231770 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 14076 members 
Entering Unmasked Estep 
Score: -2231772.250000 Penalty: 3176.625732
	Iteration 43Q: 3 clusters Score -2231772 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 14083 members 
Entering Unmasked Estep 
Score: -2231767.500000 Penalty: 3176.625732
	Iteration 44Q: 3 clusters Score -2231768 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 14091 members 
Entering Unmasked Estep 
Score: -2231772.250000 Penalty: 3176.625732
	Iteration 45Q: 3 clusters Score -2231772 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 14094 members 
Entering Unmasked Estep 
Score: -2231774.250000 Penalty: 3176.625732
	Iteration 46Q: 3 clusters Score -2231774 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 14096 members 
Entering Unmasked Estep 
Score: -2231770.250000 Penalty: 3176.625732
	Iteration 47Q: 3 clusters Score -2231770 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 14096 members 
Entering Unmasked Estep 
Score: -2231770.250000 Penalty: 3176.625732
	Iteration 48F: 3 clusters Score -2231770 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (152462 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152462 members 
Entering Unmasked Estep 
Score: -19521078.000000 Penalty: 1939.383911
	Iteration 0F: 2 clusters Score -1.952108e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76052 members 
Mstep: Class 2 contains 76410 members 
Entering Unmasked Estep 
Score: -19438410.000000 Penalty: 3878.767822
	Iteration 0F: 3 clusters Score -1.943841e+07 nChanged 73463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70673 members 
Mstep: Class 2 contains 81789 members 
Entering Unmasked Estep 
Score: -19481570.000000 Penalty: 3878.767822
	Iteration 1F: 3 clusters Score -1.948157e+07 nChanged 6219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66768 members 
Mstep: Class 2 contains 85694 members 
Entering Unmasked Estep 
Score: -19483306.000000 Penalty: 3878.767822
	Iteration 2Q: 3 clusters Score -1.948331e+07 nChanged 8037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60903 members 
Mstep: Class 2 contains 91559 members 
Entering Unmasked Estep 
Score: -19486328.000000 Penalty: 3878.767822
	Iteration 3F: 3 clusters Score -1.948633e+07 nChanged 9870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53195 members 
Mstep: Class 2 contains 99267 members 
Entering Unmasked Estep 
Score: -19490798.000000 Penalty: 3878.767822
	Iteration 4F: 3 clusters Score -1.94908e+07 nChanged 10935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44216 members 
Mstep: Class 2 contains 108246 members 
Entering Unmasked Estep 
Score: -19496594.000000 Penalty: 3878.767822
	Iteration 5F: 3 clusters Score -1.949659e+07 nChanged 10677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35121 members 
Mstep: Class 2 contains 117341 members 
Entering Unmasked Estep 
Score: -19502266.000000 Penalty: 3878.767822
	Iteration 6F: 3 clusters Score -1.950227e+07 nChanged 9167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26890 members 
Mstep: Class 2 contains 125572 members 
Entering Unmasked Estep 
Score: -19506874.000000 Penalty: 3878.767822
	Iteration 7F: 3 clusters Score -1.950687e+07 nChanged 7463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19855 members 
Mstep: Class 2 contains 132607 members 
Entering Unmasked Estep 
Score: -19510278.000000 Penalty: 3878.767822
	Iteration 8Q: 3 clusters Score -1.951028e+07 nChanged 5893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14140 members 
Mstep: Class 2 contains 138322 members 
Entering Unmasked Estep 
Score: -19513106.000000 Penalty: 3878.767822
	Iteration 9Q: 3 clusters Score -1.951311e+07 nChanged 4379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9825 members 
Mstep: Class 2 contains 142637 members 
Entering Unmasked Estep 
Score: -19515354.000000 Penalty: 3878.767822
	Iteration 10Q: 3 clusters Score -1.951535e+07 nChanged 3081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6752 members 
Mstep: Class 2 contains 145710 members 
Entering Unmasked Estep 
Score: -19516498.000000 Penalty: 3878.767822
	Iteration 11Q: 3 clusters Score -1.95165e+07 nChanged 2092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 147794 members 
Entering Unmasked Estep 
Score: -19517346.000000 Penalty: 3878.767822
	Iteration 12Q: 3 clusters Score -1.951735e+07 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 149156 members 
Entering Unmasked Estep 
Score: -19517976.000000 Penalty: 3878.767822
	Iteration 13Q: 3 clusters Score -1.951798e+07 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 150027 members 
Entering Unmasked Estep 
Score: -19518410.000000 Penalty: 3878.767822
	Iteration 14Q: 3 clusters Score -1.951841e+07 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 150573 members 
Entering Unmasked Estep 
Score: -19518742.000000 Penalty: 3878.767822
	Iteration 15Q: 3 clusters Score -1.951874e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 150970 members 
Entering Unmasked Estep 
Score: -19518956.000000 Penalty: 3878.767822
	Iteration 16Q: 3 clusters Score -1.951896e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 151244 members 
Entering Unmasked Estep 
Score: -19519128.000000 Penalty: 3878.767822
	Iteration 17Q: 3 clusters Score -1.951913e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 151431 members 
Entering Unmasked Estep 
Score: -19519220.000000 Penalty: 3878.767822
	Iteration 18Q: 3 clusters Score -1.951922e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 151561 members 
Entering Unmasked Estep 
Score: -19519320.000000 Penalty: 3878.767822
	Iteration 19Q: 3 clusters Score -1.951932e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 151653 members 
Entering Unmasked Estep 
Score: -19519414.000000 Penalty: 3878.767822
	Iteration 20F: 3 clusters Score -1.951941e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 151713 members 
Entering Unmasked Estep 
Score: -19519428.000000 Penalty: 3878.767822
	Iteration 21Q: 3 clusters Score -1.951943e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 151766 members 
Entering Unmasked Estep 
Score: -19519450.000000 Penalty: 3878.767822
	Iteration 22Q: 3 clusters Score -1.951945e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 151802 members 
Entering Unmasked Estep 
Score: -19519460.000000 Penalty: 3878.767822
	Iteration 23Q: 3 clusters Score -1.951946e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 151837 members 
Entering Unmasked Estep 
Score: -19519472.000000 Penalty: 3878.767822
	Iteration 24Q: 3 clusters Score -1.951947e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 151860 members 
Entering Unmasked Estep 
Score: -19519482.000000 Penalty: 3878.767822
	Iteration 25Q: 3 clusters Score -1.951948e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 151883 members 
Entering Unmasked Estep 
Score: -19519460.000000 Penalty: 3878.767822
	Iteration 26Q: 3 clusters Score -1.951946e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 151899 members 
Entering Unmasked Estep 
Score: -19519464.000000 Penalty: 3878.767822
	Iteration 27Q: 3 clusters Score -1.951946e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 151907 members 
Entering Unmasked Estep 
Score: -19519454.000000 Penalty: 3878.767822
	Iteration 28Q: 3 clusters Score -1.951945e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 151913 members 
Entering Unmasked Estep 
Score: -19519470.000000 Penalty: 3878.767822
	Iteration 29Q: 3 clusters Score -1.951947e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 151919 members 
Entering Unmasked Estep 
Score: -19519472.000000 Penalty: 3878.767822
	Iteration 30Q: 3 clusters Score -1.951947e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 151923 members 
Entering Unmasked Estep 
Score: -19519492.000000 Penalty: 3878.767822
	Iteration 31Q: 3 clusters Score -1.951949e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 151930 members 
Entering Unmasked Estep 
Score: -19519494.000000 Penalty: 3878.767822
	Iteration 32Q: 3 clusters Score -1.951949e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 151934 members 
Entering Unmasked Estep 
Score: -19519480.000000 Penalty: 3878.767822
	Iteration 33Q: 3 clusters Score -1.951948e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 151939 members 
Entering Unmasked Estep 
Score: -19519506.000000 Penalty: 3878.767822
	Iteration 34Q: 3 clusters Score -1.951951e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 151940 members 
Entering Unmasked Estep 
Score: -19519506.000000 Penalty: 3878.767822
	Iteration 35Q: 3 clusters Score -1.951951e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 151940 members 
Entering Unmasked Estep 
Score: -19519506.000000 Penalty: 3878.767822
	Iteration 36F: 3 clusters Score -1.951951e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (8847 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8847 members 
Entering Unmasked Estep 
Score: -1076011.375000 Penalty: 1476.772949
	Iteration 0F: 2 clusters Score -1076011 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -1069606.000000 Penalty: 2953.545898
	Iteration 0F: 3 clusters Score -1069606 nChanged 3770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -1071665.000000 Penalty: 2953.545898
	Iteration 1F: 3 clusters Score -1071665 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -1072007.750000 Penalty: 2953.545898
	Iteration 2F: 3 clusters Score -1072008 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -1072382.500000 Penalty: 2953.545898
	Iteration 3F: 3 clusters Score -1072382 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -1072810.875000 Penalty: 2953.545898
	Iteration 4F: 3 clusters Score -1072811 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -1073345.750000 Penalty: 2953.545898
	Iteration 5F: 3 clusters Score -1073346 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -1073826.125000 Penalty: 2953.545898
	Iteration 6F: 3 clusters Score -1073826 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -1074181.500000 Penalty: 2953.545898
	Iteration 7F: 3 clusters Score -1074182 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -1074405.750000 Penalty: 2953.545898
	Iteration 8Q: 3 clusters Score -1074406 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -1074530.125000 Penalty: 2953.545898
	Iteration 9Q: 3 clusters Score -1074530 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -1074609.750000 Penalty: 2953.545898
	Iteration 10Q: 3 clusters Score -1074610 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -1074659.250000 Penalty: 2953.545898
	Iteration 11Q: 3 clusters Score -1074659 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -1074692.250000 Penalty: 2953.545898
	Iteration 12Q: 3 clusters Score -1074692 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -1074718.250000 Penalty: 2953.545898
	Iteration 13Q: 3 clusters Score -1074718 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5073 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -1074736.625000 Penalty: 2953.545898
	Iteration 14Q: 3 clusters Score -1074737 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -1074753.625000 Penalty: 2953.545898
	Iteration 15Q: 3 clusters Score -1074754 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -1074767.250000 Penalty: 2953.545898
	Iteration 16Q: 3 clusters Score -1074767 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -1074779.625000 Penalty: 2953.545898
	Iteration 17Q: 3 clusters Score -1074780 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5170 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -1074792.250000 Penalty: 2953.545898
	Iteration 18Q: 3 clusters Score -1074792 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -1074800.750000 Penalty: 2953.545898
	Iteration 19Q: 3 clusters Score -1074801 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -1074808.875000 Penalty: 2953.545898
	Iteration 20F: 3 clusters Score -1074809 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5213 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -1074812.625000 Penalty: 2953.545898
	Iteration 21Q: 3 clusters Score -1074813 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5225 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -1074818.250000 Penalty: 2953.545898
	Iteration 22Q: 3 clusters Score -1074818 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -1074821.500000 Penalty: 2953.545898
	Iteration 23Q: 3 clusters Score -1074822 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5249 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -1074826.625000 Penalty: 2953.545898
	Iteration 24Q: 3 clusters Score -1074827 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -1074828.750000 Penalty: 2953.545898
	Iteration 25Q: 3 clusters Score -1074829 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -1074829.375000 Penalty: 2953.545898
	Iteration 26Q: 3 clusters Score -1074829 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5274 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -1074829.625000 Penalty: 2953.545898
	Iteration 27Q: 3 clusters Score -1074830 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -1074829.375000 Penalty: 2953.545898
	Iteration 28Q: 3 clusters Score -1074829 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -1074829.000000 Penalty: 2953.545898
	Iteration 29Q: 3 clusters Score -1074829 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5297 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -1074833.625000 Penalty: 2953.545898
	Iteration 30Q: 3 clusters Score -1074834 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5301 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -1074832.250000 Penalty: 2953.545898
	Iteration 31Q: 3 clusters Score -1074832 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -1074833.875000 Penalty: 2953.545898
	Iteration 32Q: 3 clusters Score -1074834 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -1074836.375000 Penalty: 2953.545898
	Iteration 33Q: 3 clusters Score -1074836 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -1074837.625000 Penalty: 2953.545898
	Iteration 34Q: 3 clusters Score -1074838 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -1074836.750000 Penalty: 2953.545898
	Iteration 35Q: 3 clusters Score -1074837 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -1074837.750000 Penalty: 2953.545898
	Iteration 36Q: 3 clusters Score -1074838 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -1074838.875000 Penalty: 2953.545898
	Iteration 37Q: 3 clusters Score -1074839 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5325 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -1074838.625000 Penalty: 2953.545898
	Iteration 38Q: 3 clusters Score -1074839 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -1074837.250000 Penalty: 2953.545898
	Iteration 39Q: 3 clusters Score -1074837 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -1074835.750000 Penalty: 2953.545898
	Iteration 40F: 3 clusters Score -1074836 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5330 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -1074836.875000 Penalty: 2953.545898
	Iteration 41Q: 3 clusters Score -1074837 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -1074837.375000 Penalty: 2953.545898
	Iteration 42Q: 3 clusters Score -1074837 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -1074838.250000 Penalty: 2953.545898
	Iteration 43Q: 3 clusters Score -1074838 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5335 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -1074838.750000 Penalty: 2953.545898
	Iteration 44Q: 3 clusters Score -1074839 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -1074839.375000 Penalty: 2953.545898
	Iteration 45Q: 3 clusters Score -1074839 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -1074838.500000 Penalty: 2953.545898
	Iteration 46Q: 3 clusters Score -1074838 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -1074840.125000 Penalty: 2953.545898
	Iteration 47Q: 3 clusters Score -1074840 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -1074838.625000 Penalty: 2953.545898
	Iteration 48Q: 3 clusters Score -1074839 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -1074839.500000 Penalty: 2953.545898
	Iteration 49Q: 3 clusters Score -1074840 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -1074839.125000 Penalty: 2953.545898
	Iteration 50Q: 3 clusters Score -1074839 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -1074840.000000 Penalty: 2953.545898
	Iteration 51Q: 3 clusters Score -1074840 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -1074842.375000 Penalty: 2953.545898
	Iteration 52Q: 3 clusters Score -1074842 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -1074842.500000 Penalty: 2953.545898
	Iteration 53Q: 3 clusters Score -1074842 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5362 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -1074842.875000 Penalty: 2953.545898
	Iteration 54Q: 3 clusters Score -1074843 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -1074842.125000 Penalty: 2953.545898
	Iteration 55Q: 3 clusters Score -1074842 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -1074842.125000 Penalty: 2953.545898
	Iteration 56F: 3 clusters Score -1074842 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (2181 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Entering Unmasked Estep 
Score: -252531.875000 Penalty: 1249.224976
	Iteration 0F: 2 clusters Score -252531.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -250400.468750 Penalty: 2498.449951
	Iteration 0F: 3 clusters Score -250400.5 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -251031.046875 Penalty: 2498.449951
	Iteration 1F: 3 clusters Score -251031 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -251309.437500 Penalty: 2498.449951
	Iteration 2F: 3 clusters Score -251309.4 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -251534.625000 Penalty: 2498.449951
	Iteration 3F: 3 clusters Score -251534.6 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -251702.890625 Penalty: 2498.449951
	Iteration 4F: 3 clusters Score -251702.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -251809.328125 Penalty: 2498.449951
	Iteration 5Q: 3 clusters Score -251809.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -251881.609375 Penalty: 2498.449951
	Iteration 6Q: 3 clusters Score -251881.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -251932.734375 Penalty: 2498.449951
	Iteration 7Q: 3 clusters Score -251932.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -251967.171875 Penalty: 2498.449951
	Iteration 8Q: 3 clusters Score -251967.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -251993.093750 Penalty: 2498.449951
	Iteration 9Q: 3 clusters Score -251993.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -252012.937500 Penalty: 2498.449951
	Iteration 10Q: 3 clusters Score -252012.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -252023.796875 Penalty: 2498.449951
	Iteration 11Q: 3 clusters Score -252023.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -252035.031250 Penalty: 2498.449951
	Iteration 12Q: 3 clusters Score -252035 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -252042.718750 Penalty: 2498.449951
	Iteration 13Q: 3 clusters Score -252042.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -252067.125000 Penalty: 2498.449951
	Iteration 14Q: 3 clusters Score -252067.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -252080.468750 Penalty: 2498.449951
	Iteration 15Q: 3 clusters Score -252080.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -252089.609375 Penalty: 2498.449951
	Iteration 16Q: 3 clusters Score -252089.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -252107.093750 Penalty: 2498.449951
	Iteration 17Q: 3 clusters Score -252107.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -252118.218750 Penalty: 2498.449951
	Iteration 18Q: 3 clusters Score -252118.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -252128.093750 Penalty: 2498.449951
	Iteration 19Q: 3 clusters Score -252128.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -252133.156250 Penalty: 2498.449951
	Iteration 20F: 3 clusters Score -252133.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -252135.000000 Penalty: 2498.449951
	Iteration 21Q: 3 clusters Score -252135 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -252136.281250 Penalty: 2498.449951
	Iteration 22Q: 3 clusters Score -252136.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -252136.281250 Penalty: 2498.449951
	Iteration 23F: 3 clusters Score -252136.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (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: -56968.269531 Penalty: 993.473389
	Iteration 0F: 2 clusters Score -56968.27 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 244 members 
Entering Unmasked Estep 
Score: -55925.421875 Penalty: 1986.946777
	Iteration 0F: 3 clusters Score -55925.42 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -56052.679688 Penalty: 1986.946777
	Iteration 1F: 3 clusters Score -56052.68 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -56087.406250 Penalty: 1986.946777
	Iteration 2Q: 3 clusters Score -56087.41 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -56103.722656 Penalty: 1986.946777
	Iteration 3Q: 3 clusters Score -56103.72 nChanged 5
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: -56108.289062 Penalty: 1986.946777
	Iteration 4Q: 3 clusters Score -56108.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -56109.785156 Penalty: 1986.946777
	Iteration 5Q: 3 clusters Score -56109.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -56109.785156 Penalty: 1986.946777
	Iteration 6F: 3 clusters Score -56109.79 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (17982 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17982 members 
Entering Unmasked Estep 
Score: -2246513.500000 Penalty: 1592.033081
	Iteration 0F: 2 clusters Score -2246514 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8996 members 
Mstep: Class 2 contains 8986 members 
Entering Unmasked Estep 
Score: -2234163.500000 Penalty: 3184.066162
	Iteration 0F: 3 clusters Score -2234164 nChanged 8029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9433 members 
Mstep: Class 2 contains 8549 members 
Entering Unmasked Estep 
Score: -2238856.500000 Penalty: 3184.066162
	Iteration 1F: 3 clusters Score -2238856 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9852 members 
Mstep: Class 2 contains 8130 members 
Entering Unmasked Estep 
Score: -2239769.750000 Penalty: 3184.066162
	Iteration 2F: 3 clusters Score -2239770 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10409 members 
Mstep: Class 2 contains 7573 members 
Entering Unmasked Estep 
Score: -2240999.000000 Penalty: 3184.066162
	Iteration 3F: 3 clusters Score -2240999 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10959 members 
Mstep: Class 2 contains 7023 members 
Entering Unmasked Estep 
Score: -2242115.000000 Penalty: 3184.066162
	Iteration 4F: 3 clusters Score -2242115 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11382 members 
Mstep: Class 2 contains 6600 members 
Entering Unmasked Estep 
Score: -2242936.250000 Penalty: 3184.066162
	Iteration 5F: 3 clusters Score -2242936 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11706 members 
Mstep: Class 2 contains 6276 members 
Entering Unmasked Estep 
Score: -2243377.250000 Penalty: 3184.066162
	Iteration 6F: 3 clusters Score -2243377 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11970 members 
Mstep: Class 2 contains 6012 members 
Entering Unmasked Estep 
Score: -2243608.250000 Penalty: 3184.066162
	Iteration 7Q: 3 clusters Score -2243608 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12187 members 
Mstep: Class 2 contains 5795 members 
Entering Unmasked Estep 
Score: -2243740.500000 Penalty: 3184.066162
	Iteration 8Q: 3 clusters Score -2243740 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12365 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -2243826.750000 Penalty: 3184.066162
	Iteration 9Q: 3 clusters Score -2243827 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12513 members 
Mstep: Class 2 contains 5469 members 
Entering Unmasked Estep 
Score: -2243885.750000 Penalty: 3184.066162
	Iteration 10Q: 3 clusters Score -2243886 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12650 members 
Mstep: Class 2 contains 5332 members 
Entering Unmasked Estep 
Score: -2243932.750000 Penalty: 3184.066162
	Iteration 11Q: 3 clusters Score -2243933 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12796 members 
Mstep: Class 2 contains 5186 members 
Entering Unmasked Estep 
Score: -2243971.750000 Penalty: 3184.066162
	Iteration 12Q: 3 clusters Score -2243972 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12920 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -2244000.000000 Penalty: 3184.066162
	Iteration 13Q: 3 clusters Score -2244000 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13061 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -2244034.500000 Penalty: 3184.066162
	Iteration 14Q: 3 clusters Score -2244034 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13179 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -2244058.750000 Penalty: 3184.066162
	Iteration 15Q: 3 clusters Score -2244059 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13313 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -2244094.750000 Penalty: 3184.066162
	Iteration 16Q: 3 clusters Score -2244095 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13455 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -2244122.750000 Penalty: 3184.066162
	Iteration 17Q: 3 clusters Score -2244123 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13586 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -2244143.750000 Penalty: 3184.066162
	Iteration 18Q: 3 clusters Score -2244144 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13718 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -2244177.750000 Penalty: 3184.066162
	Iteration 19Q: 3 clusters Score -2244178 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13871 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -2244220.000000 Penalty: 3184.066162
	Iteration 20F: 3 clusters Score -2244220 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14007 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -2244252.250000 Penalty: 3184.066162
	Iteration 21Q: 3 clusters Score -2244252 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14134 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -2244291.000000 Penalty: 3184.066162
	Iteration 22Q: 3 clusters Score -2244291 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14262 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -2244328.750000 Penalty: 3184.066162
	Iteration 23Q: 3 clusters Score -2244329 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14396 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -2244368.000000 Penalty: 3184.066162
	Iteration 24Q: 3 clusters Score -2244368 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14528 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -2244408.750000 Penalty: 3184.066162
	Iteration 25Q: 3 clusters Score -2244409 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14675 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -2244461.750000 Penalty: 3184.066162
	Iteration 26Q: 3 clusters Score -2244462 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14818 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -2244514.000000 Penalty: 3184.066162
	Iteration 27Q: 3 clusters Score -2244514 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14969 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -2244579.750000 Penalty: 3184.066162
	Iteration 28Q: 3 clusters Score -2244580 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15121 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -2244652.000000 Penalty: 3184.066162
	Iteration 29Q: 3 clusters Score -2244652 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15243 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -2244719.000000 Penalty: 3184.066162
	Iteration 30Q: 3 clusters Score -2244719 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15373 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -2244783.000000 Penalty: 3184.066162
	Iteration 31Q: 3 clusters Score -2244783 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15495 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -2244859.500000 Penalty: 3184.066162
	Iteration 32Q: 3 clusters Score -2244860 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15623 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -2244936.500000 Penalty: 3184.066162
	Iteration 33Q: 3 clusters Score -2244936 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15727 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -2245019.250000 Penalty: 3184.066162
	Iteration 34Q: 3 clusters Score -2245019 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15835 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -2245101.500000 Penalty: 3184.066162
	Iteration 35Q: 3 clusters Score -2245102 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15915 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -2245178.750000 Penalty: 3184.066162
	Iteration 36Q: 3 clusters Score -2245179 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15966 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -2245240.500000 Penalty: 3184.066162
	Iteration 37Q: 3 clusters Score -2245240 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15995 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -2245282.500000 Penalty: 3184.066162
	Iteration 38Q: 3 clusters Score -2245282 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16026 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -2245328.250000 Penalty: 3184.066162
	Iteration 39Q: 3 clusters Score -2245328 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16049 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -2245384.250000 Penalty: 3184.066162
	Iteration 40F: 3 clusters Score -2245384 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16065 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -2245427.500000 Penalty: 3184.066162
	Iteration 41Q: 3 clusters Score -2245428 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16085 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -2245458.000000 Penalty: 3184.066162
	Iteration 42Q: 3 clusters Score -2245458 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16099 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -2245476.500000 Penalty: 3184.066162
	Iteration 43Q: 3 clusters Score -2245476 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16120 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -2245494.000000 Penalty: 3184.066162
	Iteration 44Q: 3 clusters Score -2245494 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16137 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -2245511.250000 Penalty: 3184.066162
	Iteration 45Q: 3 clusters Score -2245511 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16159 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -2245529.750000 Penalty: 3184.066162
	Iteration 46Q: 3 clusters Score -2245530 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16170 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -2245543.250000 Penalty: 3184.066162
	Iteration 47Q: 3 clusters Score -2245543 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16179 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -2245551.250000 Penalty: 3184.066162
	Iteration 48Q: 3 clusters Score -2245551 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16187 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -2245553.750000 Penalty: 3184.066162
	Iteration 49Q: 3 clusters Score -2245554 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16197 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -2245555.750000 Penalty: 3184.066162
	Iteration 50Q: 3 clusters Score -2245556 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16201 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -2245556.750000 Penalty: 3184.066162
	Iteration 51Q: 3 clusters Score -2245557 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16206 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -2245554.000000 Penalty: 3184.066162
	Iteration 52Q: 3 clusters Score -2245554 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16210 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -2245552.000000 Penalty: 3184.066162
	Iteration 53Q: 3 clusters Score -2245552 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16214 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -2245555.000000 Penalty: 3184.066162
	Iteration 54Q: 3 clusters Score -2245555 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16219 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -2245556.250000 Penalty: 3184.066162
	Iteration 55Q: 3 clusters Score -2245556 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16226 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -2245558.250000 Penalty: 3184.066162
	Iteration 56Q: 3 clusters Score -2245558 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16231 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -2245561.000000 Penalty: 3184.066162
	Iteration 57Q: 3 clusters Score -2245561 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16234 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -2245559.500000 Penalty: 3184.066162
	Iteration 58Q: 3 clusters Score -2245560 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16235 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -2245558.000000 Penalty: 3184.066162
	Iteration 59Q: 3 clusters Score -2245558 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16237 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -2245560.000000 Penalty: 3184.066162
	Iteration 60F: 3 clusters Score -2245560 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16240 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -2245562.500000 Penalty: 3184.066162
	Iteration 61Q: 3 clusters Score -2245562 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16243 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -2245562.500000 Penalty: 3184.066162
	Iteration 62Q: 3 clusters Score -2245562 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16247 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -2245563.250000 Penalty: 3184.066162
	Iteration 63Q: 3 clusters Score -2245563 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16249 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -2245563.500000 Penalty: 3184.066162
	Iteration 64Q: 3 clusters Score -2245564 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16251 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -2245566.500000 Penalty: 3184.066162
	Iteration 65Q: 3 clusters Score -2245566 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16252 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -2245566.750000 Penalty: 3184.066162
	Iteration 66Q: 3 clusters Score -2245567 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16252 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -2245566.750000 Penalty: 3184.066162
	Iteration 67F: 3 clusters Score -2245567 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1392 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Entering Unmasked Estep 
Score: -143764.718750 Penalty: 1176.255737
	Iteration 0F: 2 clusters Score -143764.7 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 732 members 
Entering Unmasked Estep 
Score: -142105.031250 Penalty: 2352.511475
	Iteration 0F: 3 clusters Score -142105 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -142529.906250 Penalty: 2352.511475
	Iteration 1F: 3 clusters Score -142529.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -142622.984375 Penalty: 2352.511475
	Iteration 2F: 3 clusters Score -142623 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -142693.265625 Penalty: 2352.511475
	Iteration 3F: 3 clusters Score -142693.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -142726.625000 Penalty: 2352.511475
	Iteration 4Q: 3 clusters Score -142726.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -142748.234375 Penalty: 2352.511475
	Iteration 5Q: 3 clusters Score -142748.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -142766.343750 Penalty: 2352.511475
	Iteration 6Q: 3 clusters Score -142766.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -142785.687500 Penalty: 2352.511475
	Iteration 7Q: 3 clusters Score -142785.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -142797.437500 Penalty: 2352.511475
	Iteration 8Q: 3 clusters Score -142797.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -142817.437500 Penalty: 2352.511475
	Iteration 9Q: 3 clusters Score -142817.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -142833.375000 Penalty: 2352.511475
	Iteration 10Q: 3 clusters Score -142833.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -142847.703125 Penalty: 2352.511475
	Iteration 11Q: 3 clusters Score -142847.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -142871.875000 Penalty: 2352.511475
	Iteration 12Q: 3 clusters Score -142871.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -142908.593750 Penalty: 2352.511475
	Iteration 13Q: 3 clusters Score -142908.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -142938.671875 Penalty: 2352.511475
	Iteration 14Q: 3 clusters Score -142938.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -142968.453125 Penalty: 2352.511475
	Iteration 15Q: 3 clusters Score -142968.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -143021.656250 Penalty: 2352.511475
	Iteration 16Q: 3 clusters Score -143021.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -143079.546875 Penalty: 2352.511475
	Iteration 17Q: 3 clusters Score -143079.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -143146.796875 Penalty: 2352.511475
	Iteration 18Q: 3 clusters Score -143146.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -143224.921875 Penalty: 2352.511475
	Iteration 19Q: 3 clusters Score -143224.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -143297.593750 Penalty: 2352.511475
	Iteration 20F: 3 clusters Score -143297.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -143333.890625 Penalty: 2352.511475
	Iteration 21Q: 3 clusters Score -143333.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -143359.312500 Penalty: 2352.511475
	Iteration 22Q: 3 clusters Score -143359.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -143371.562500 Penalty: 2352.511475
	Iteration 23Q: 3 clusters Score -143371.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -143381.078125 Penalty: 2352.511475
	Iteration 24Q: 3 clusters Score -143381.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -143387.125000 Penalty: 2352.511475
	Iteration 25Q: 3 clusters Score -143387.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -143391.546875 Penalty: 2352.511475
	Iteration 26Q: 3 clusters Score -143391.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -143394.875000 Penalty: 2352.511475
	Iteration 27Q: 3 clusters Score -143394.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -143400.593750 Penalty: 2352.511475
	Iteration 28Q: 3 clusters Score -143400.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -143406.828125 Penalty: 2352.511475
	Iteration 29Q: 3 clusters Score -143406.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -143409.937500 Penalty: 2352.511475
	Iteration 30Q: 3 clusters Score -143409.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -143411.468750 Penalty: 2352.511475
	Iteration 31Q: 3 clusters Score -143411.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -143414.265625 Penalty: 2352.511475
	Iteration 32Q: 3 clusters Score -143414.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -143414.640625 Penalty: 2352.511475
	Iteration 33Q: 3 clusters Score -143414.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -143414.640625 Penalty: 2352.511475
	Iteration 34F: 3 clusters Score -143414.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (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: -233771.000000 Penalty: 1225.781982
	Iteration 0F: 2 clusters Score -233771 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -231728.906250 Penalty: 2451.563965
	Iteration 0F: 3 clusters Score -231728.9 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -232163.953125 Penalty: 2451.563965
	Iteration 1F: 3 clusters Score -232164 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -232286.296875 Penalty: 2451.563965
	Iteration 2F: 3 clusters Score -232286.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -232348.031250 Penalty: 2451.563965
	Iteration 3Q: 3 clusters Score -232348 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -232388.562500 Penalty: 2451.563965
	Iteration 4Q: 3 clusters Score -232388.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -232428.984375 Penalty: 2451.563965
	Iteration 5Q: 3 clusters Score -232429 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -232461.562500 Penalty: 2451.563965
	Iteration 6Q: 3 clusters Score -232461.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -232485.562500 Penalty: 2451.563965
	Iteration 7Q: 3 clusters Score -232485.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -232509.812500 Penalty: 2451.563965
	Iteration 8Q: 3 clusters Score -232509.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -232522.031250 Penalty: 2451.563965
	Iteration 9Q: 3 clusters Score -232522 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -232528.562500 Penalty: 2451.563965
	Iteration 10Q: 3 clusters Score -232528.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -232532.531250 Penalty: 2451.563965
	Iteration 11Q: 3 clusters Score -232532.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -232537.234375 Penalty: 2451.563965
	Iteration 12Q: 3 clusters Score -232537.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -232541.828125 Penalty: 2451.563965
	Iteration 13Q: 3 clusters Score -232541.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -232547.859375 Penalty: 2451.563965
	Iteration 14Q: 3 clusters Score -232547.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -232553.734375 Penalty: 2451.563965
	Iteration 15Q: 3 clusters Score -232553.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -232558.843750 Penalty: 2451.563965
	Iteration 16Q: 3 clusters Score -232558.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -232563.875000 Penalty: 2451.563965
	Iteration 17Q: 3 clusters Score -232563.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -232571.437500 Penalty: 2451.563965
	Iteration 18Q: 3 clusters Score -232571.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -232578.500000 Penalty: 2451.563965
	Iteration 19Q: 3 clusters Score -232578.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -232582.234375 Penalty: 2451.563965
	Iteration 20F: 3 clusters Score -232582.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -232583.937500 Penalty: 2451.563965
	Iteration 21Q: 3 clusters Score -232583.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -232584.859375 Penalty: 2451.563965
	Iteration 22Q: 3 clusters Score -232584.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -232585.843750 Penalty: 2451.563965
	Iteration 23Q: 3 clusters Score -232585.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -232586.703125 Penalty: 2451.563965
	Iteration 24Q: 3 clusters Score -232586.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -232587.703125 Penalty: 2451.563965
	Iteration 25Q: 3 clusters Score -232587.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -232590.562500 Penalty: 2451.563965
	Iteration 26Q: 3 clusters Score -232590.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -232595.953125 Penalty: 2451.563965
	Iteration 27Q: 3 clusters Score -232596 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -232599.984375 Penalty: 2451.563965
	Iteration 28Q: 3 clusters Score -232600 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -232602.281250 Penalty: 2451.563965
	Iteration 29Q: 3 clusters Score -232602.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -232604.156250 Penalty: 2451.563965
	Iteration 30Q: 3 clusters Score -232604.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -232607.906250 Penalty: 2451.563965
	Iteration 31Q: 3 clusters Score -232607.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -232613.515625 Penalty: 2451.563965
	Iteration 32Q: 3 clusters Score -232613.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -232617.859375 Penalty: 2451.563965
	Iteration 33Q: 3 clusters Score -232617.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -232621.046875 Penalty: 2451.563965
	Iteration 34Q: 3 clusters Score -232621 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -232623.640625 Penalty: 2451.563965
	Iteration 35Q: 3 clusters Score -232623.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -232624.750000 Penalty: 2451.563965
	Iteration 36Q: 3 clusters Score -232624.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -232626.093750 Penalty: 2451.563965
	Iteration 37Q: 3 clusters Score -232626.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -232628.390625 Penalty: 2451.563965
	Iteration 38Q: 3 clusters Score -232628.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -232631.140625 Penalty: 2451.563965
	Iteration 39Q: 3 clusters Score -232631.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -232632.593750 Penalty: 2451.563965
	Iteration 40F: 3 clusters Score -232632.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -232633.437500 Penalty: 2451.563965
	Iteration 41Q: 3 clusters Score -232633.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -232634.671875 Penalty: 2451.563965
	Iteration 42Q: 3 clusters Score -232634.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -232635.312500 Penalty: 2451.563965
	Iteration 43Q: 3 clusters Score -232635.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -232635.312500 Penalty: 2451.563965
	Iteration 44F: 3 clusters Score -232635.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (8226 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8226 members 
Entering Unmasked Estep 
Score: -1038261.625000 Penalty: 1464.946411
	Iteration 0F: 2 clusters Score -1038262 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -1032231.500000 Penalty: 2929.892822
	Iteration 0F: 3 clusters Score -1032232 nChanged 3498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -1034028.562500 Penalty: 2929.892822
	Iteration 1F: 3 clusters Score -1034029 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -1034287.187500 Penalty: 2929.892822
	Iteration 2F: 3 clusters Score -1034287 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -1034523.250000 Penalty: 2929.892822
	Iteration 3F: 3 clusters Score -1034523 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -1034746.125000 Penalty: 2929.892822
	Iteration 4Q: 3 clusters Score -1034746 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 5148 members 
Entering Unmasked Estep 
Score: -1034991.625000 Penalty: 2929.892822
	Iteration 5Q: 3 clusters Score -1034992 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -1035220.062500 Penalty: 2929.892822
	Iteration 6Q: 3 clusters Score -1035220 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 5606 members 
Entering Unmasked Estep 
Score: -1035455.500000 Penalty: 2929.892822
	Iteration 7Q: 3 clusters Score -1035456 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 5835 members 
Entering Unmasked Estep 
Score: -1035670.625000 Penalty: 2929.892822
	Iteration 8Q: 3 clusters Score -1035671 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 6050 members 
Entering Unmasked Estep 
Score: -1035880.875000 Penalty: 2929.892822
	Iteration 9Q: 3 clusters Score -1035881 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 6233 members 
Entering Unmasked Estep 
Score: -1036069.312500 Penalty: 2929.892822
	Iteration 10Q: 3 clusters Score -1036069 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 6412 members 
Entering Unmasked Estep 
Score: -1036248.062500 Penalty: 2929.892822
	Iteration 11Q: 3 clusters Score -1036248 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 6581 members 
Entering Unmasked Estep 
Score: -1036410.875000 Penalty: 2929.892822
	Iteration 12Q: 3 clusters Score -1036411 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 6708 members 
Entering Unmasked Estep 
Score: -1036534.125000 Penalty: 2929.892822
	Iteration 13Q: 3 clusters Score -1036534 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 6819 members 
Entering Unmasked Estep 
Score: -1036635.625000 Penalty: 2929.892822
	Iteration 14Q: 3 clusters Score -1036636 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 6902 members 
Entering Unmasked Estep 
Score: -1036721.812500 Penalty: 2929.892822
	Iteration 15Q: 3 clusters Score -1036722 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 6971 members 
Entering Unmasked Estep 
Score: -1036792.437500 Penalty: 2929.892822
	Iteration 16Q: 3 clusters Score -1036792 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 7046 members 
Entering Unmasked Estep 
Score: -1036866.812500 Penalty: 2929.892822
	Iteration 17Q: 3 clusters Score -1036867 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 7124 members 
Entering Unmasked Estep 
Score: -1036929.375000 Penalty: 2929.892822
	Iteration 18Q: 3 clusters Score -1036929 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 7178 members 
Entering Unmasked Estep 
Score: -1036972.875000 Penalty: 2929.892822
	Iteration 19Q: 3 clusters Score -1036973 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 7223 members 
Entering Unmasked Estep 
Score: -1037014.562500 Penalty: 2929.892822
	Iteration 20F: 3 clusters Score -1037015 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 7258 members 
Entering Unmasked Estep 
Score: -1037042.250000 Penalty: 2929.892822
	Iteration 21Q: 3 clusters Score -1037042 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 7279 members 
Entering Unmasked Estep 
Score: -1037059.062500 Penalty: 2929.892822
	Iteration 22Q: 3 clusters Score -1037059 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 7297 members 
Entering Unmasked Estep 
Score: -1037071.437500 Penalty: 2929.892822
	Iteration 23Q: 3 clusters Score -1037071 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 7308 members 
Entering Unmasked Estep 
Score: -1037078.500000 Penalty: 2929.892822
	Iteration 24Q: 3 clusters Score -1037078 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 7327 members 
Entering Unmasked Estep 
Score: -1037085.562500 Penalty: 2929.892822
	Iteration 25Q: 3 clusters Score -1037086 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 7338 members 
Entering Unmasked Estep 
Score: -1037091.875000 Penalty: 2929.892822
	Iteration 26Q: 3 clusters Score -1037092 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 7344 members 
Entering Unmasked Estep 
Score: -1037094.312500 Penalty: 2929.892822
	Iteration 27Q: 3 clusters Score -1037094 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 7355 members 
Entering Unmasked Estep 
Score: -1037099.000000 Penalty: 2929.892822
	Iteration 28Q: 3 clusters Score -1037099 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 7361 members 
Entering Unmasked Estep 
Score: -1037102.562500 Penalty: 2929.892822
	Iteration 29Q: 3 clusters Score -1037103 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 7372 members 
Entering Unmasked Estep 
Score: -1037105.187500 Penalty: 2929.892822
	Iteration 30Q: 3 clusters Score -1037105 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 7377 members 
Entering Unmasked Estep 
Score: -1037108.125000 Penalty: 2929.892822
	Iteration 31Q: 3 clusters Score -1037108 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 7380 members 
Entering Unmasked Estep 
Score: -1037107.812500 Penalty: 2929.892822
	Iteration 32Q: 3 clusters Score -1037108 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 7379 members 
Entering Unmasked Estep 
Score: -1037108.750000 Penalty: 2929.892822
	Iteration 33Q: 3 clusters Score -1037109 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 7379 members 
Entering Unmasked Estep 
Score: -1037109.687500 Penalty: 2929.892822
	Iteration 34Q: 3 clusters Score -1037110 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 7380 members 
Entering Unmasked Estep 
Score: -1037109.187500 Penalty: 2929.892822
	Iteration 35Q: 3 clusters Score -1037109 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 7381 members 
Entering Unmasked Estep 
Score: -1037109.500000 Penalty: 2929.892822
	Iteration 36Q: 3 clusters Score -1037110 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 7381 members 
Entering Unmasked Estep 
Score: -1037109.625000 Penalty: 2929.892822
	Iteration 37Q: 3 clusters Score -1037110 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 7381 members 
Entering Unmasked Estep 
Score: -1037110.937500 Penalty: 2929.892822
	Iteration 38Q: 3 clusters Score -1037111 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 7386 members 
Entering Unmasked Estep 
Score: -1037114.375000 Penalty: 2929.892822
	Iteration 39Q: 3 clusters Score -1037114 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 7388 members 
Entering Unmasked Estep 
Score: -1037115.875000 Penalty: 2929.892822
	Iteration 40F: 3 clusters Score -1037116 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 7390 members 
Entering Unmasked Estep 
Score: -1037116.062500 Penalty: 2929.892822
	Iteration 41Q: 3 clusters Score -1037116 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 7392 members 
Entering Unmasked Estep 
Score: -1037117.125000 Penalty: 2929.892822
	Iteration 42Q: 3 clusters Score -1037117 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 7395 members 
Entering Unmasked Estep 
Score: -1037117.437500 Penalty: 2929.892822
	Iteration 43Q: 3 clusters Score -1037117 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 7396 members 
Entering Unmasked Estep 
Score: -1037117.500000 Penalty: 2929.892822
	Iteration 44Q: 3 clusters Score -1037118 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 7396 members 
Entering Unmasked Estep 
Score: -1037117.125000 Penalty: 2929.892822
	Iteration 45Q: 3 clusters Score -1037117 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 7395 members 
Entering Unmasked Estep 
Score: -1037118.187500 Penalty: 2929.892822
	Iteration 46Q: 3 clusters Score -1037118 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 7391 members 
Entering Unmasked Estep 
Score: -1037119.625000 Penalty: 2929.892822
	Iteration 47Q: 3 clusters Score -1037120 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 7390 members 
Entering Unmasked Estep 
Score: -1037120.250000 Penalty: 2929.892822
	Iteration 48Q: 3 clusters Score -1037120 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 7390 members 
Entering Unmasked Estep 
Score: -1037120.625000 Penalty: 2929.892822
	Iteration 49Q: 3 clusters Score -1037121 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 7391 members 
Entering Unmasked Estep 
Score: -1037120.562500 Penalty: 2929.892822
	Iteration 50Q: 3 clusters Score -1037121 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 7393 members 
Entering Unmasked Estep 
Score: -1037121.062500 Penalty: 2929.892822
	Iteration 51Q: 3 clusters Score -1037121 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 7394 members 
Entering Unmasked Estep 
Score: -1037121.625000 Penalty: 2929.892822
	Iteration 52Q: 3 clusters Score -1037122 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 7395 members 
Entering Unmasked Estep 
Score: -1037121.937500 Penalty: 2929.892822
	Iteration 53Q: 3 clusters Score -1037122 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 7394 members 
Entering Unmasked Estep 
Score: -1037122.187500 Penalty: 2929.892822
	Iteration 54Q: 3 clusters Score -1037122 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 7394 members 
Entering Unmasked Estep 
Score: -1037122.187500 Penalty: 2929.892822
	Iteration 55F: 3 clusters Score -1037122 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (38959 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38959 members 
Entering Unmasked Estep 
Score: -4934252.500000 Penalty: 1717.668091
	Iteration 0F: 2 clusters Score -4934252 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19503 members 
Mstep: Class 2 contains 19456 members 
Entering Unmasked Estep 
Score: -4908202.500000 Penalty: 3435.336182
	Iteration 0F: 3 clusters Score -4908202 nChanged 18100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20001 members 
Mstep: Class 2 contains 18958 members 
Entering Unmasked Estep 
Score: -4918496.000000 Penalty: 3435.336182
	Iteration 1F: 3 clusters Score -4918496 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20263 members 
Mstep: Class 2 contains 18696 members 
Entering Unmasked Estep 
Score: -4919062.000000 Penalty: 3435.336182
	Iteration 2Q: 3 clusters Score -4919062 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20725 members 
Mstep: Class 2 contains 18234 members 
Entering Unmasked Estep 
Score: -4919626.500000 Penalty: 3435.336182
	Iteration 3Q: 3 clusters Score -4919626 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21397 members 
Mstep: Class 2 contains 17562 members 
Entering Unmasked Estep 
Score: -4920314.000000 Penalty: 3435.336182
	Iteration 4Q: 3 clusters Score -4920314 nChanged 1933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22440 members 
Mstep: Class 2 contains 16519 members 
Entering Unmasked Estep 
Score: -4921129.500000 Penalty: 3435.336182
	Iteration 5Q: 3 clusters Score -4921130 nChanged 2115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23907 members 
Mstep: Class 2 contains 15052 members 
Entering Unmasked Estep 
Score: -4922241.500000 Penalty: 3435.336182
	Iteration 6F: 3 clusters Score -4922242 nChanged 2360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25725 members 
Mstep: Class 2 contains 13234 members 
Entering Unmasked Estep 
Score: -4923641.000000 Penalty: 3435.336182
	Iteration 7F: 3 clusters Score -4923641 nChanged 2494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27895 members 
Mstep: Class 2 contains 11064 members 
Entering Unmasked Estep 
Score: -4925454.000000 Penalty: 3435.336182
	Iteration 8F: 3 clusters Score -4925454 nChanged 2296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30033 members 
Mstep: Class 2 contains 8926 members 
Entering Unmasked Estep 
Score: -4927349.500000 Penalty: 3435.336182
	Iteration 9F: 3 clusters Score -4927350 nChanged 2013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31946 members 
Mstep: Class 2 contains 7013 members 
Entering Unmasked Estep 
Score: -4929049.500000 Penalty: 3435.336182
	Iteration 10F: 3 clusters Score -4929050 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33453 members 
Mstep: Class 2 contains 5506 members 
Entering Unmasked Estep 
Score: -4930330.500000 Penalty: 3435.336182
	Iteration 11Q: 3 clusters Score -4930330 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34514 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -4931149.500000 Penalty: 3435.336182
	Iteration 12Q: 3 clusters Score -4931150 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35264 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -4931659.000000 Penalty: 3435.336182
	Iteration 13Q: 3 clusters Score -4931659 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35836 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -4932004.500000 Penalty: 3435.336182
	Iteration 14Q: 3 clusters Score -4932004 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36273 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -4932340.000000 Penalty: 3435.336182
	Iteration 15Q: 3 clusters Score -4932340 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36626 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -4932633.000000 Penalty: 3435.336182
	Iteration 16Q: 3 clusters Score -4932633 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36895 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -4932917.000000 Penalty: 3435.336182
	Iteration 17Q: 3 clusters Score -4932917 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37068 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -4933162.000000 Penalty: 3435.336182
	Iteration 18Q: 3 clusters Score -4933162 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37157 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -4933286.500000 Penalty: 3435.336182
	Iteration 19Q: 3 clusters Score -4933286 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37204 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -4933361.500000 Penalty: 3435.336182
	Iteration 20F: 3 clusters Score -4933362 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37228 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -4933394.500000 Penalty: 3435.336182
	Iteration 21Q: 3 clusters Score -4933394 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37253 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -4933445.500000 Penalty: 3435.336182
	Iteration 22Q: 3 clusters Score -4933446 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37259 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -4933464.500000 Penalty: 3435.336182
	Iteration 23Q: 3 clusters Score -4933464 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37256 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -4933482.500000 Penalty: 3435.336182
	Iteration 24Q: 3 clusters Score -4933482 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37246 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -4933488.500000 Penalty: 3435.336182
	Iteration 25Q: 3 clusters Score -4933488 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37238 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -4933493.500000 Penalty: 3435.336182
	Iteration 26Q: 3 clusters Score -4933494 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37236 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -4933492.500000 Penalty: 3435.336182
	Iteration 27Q: 3 clusters Score -4933492 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37238 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -4933504.000000 Penalty: 3435.336182
	Iteration 28Q: 3 clusters Score -4933504 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37232 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -4933510.500000 Penalty: 3435.336182
	Iteration 29Q: 3 clusters Score -4933510 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37225 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -4933516.000000 Penalty: 3435.336182
	Iteration 30Q: 3 clusters Score -4933516 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37234 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -4933511.000000 Penalty: 3435.336182
	Iteration 31Q: 3 clusters Score -4933511 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37242 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -4933516.000000 Penalty: 3435.336182
	Iteration 32Q: 3 clusters Score -4933516 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37250 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -4933521.500000 Penalty: 3435.336182
	Iteration 33Q: 3 clusters Score -4933522 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37246 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -4933521.500000 Penalty: 3435.336182
	Iteration 34Q: 3 clusters Score -4933522 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37244 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -4933523.000000 Penalty: 3435.336182
	Iteration 35Q: 3 clusters Score -4933523 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37241 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -4933526.500000 Penalty: 3435.336182
	Iteration 36Q: 3 clusters Score -4933526 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37240 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -4933526.000000 Penalty: 3435.336182
	Iteration 37Q: 3 clusters Score -4933526 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37243 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -4933528.000000 Penalty: 3435.336182
	Iteration 38Q: 3 clusters Score -4933528 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37245 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -4933530.000000 Penalty: 3435.336182
	Iteration 39Q: 3 clusters Score -4933530 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37248 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -4933529.000000 Penalty: 3435.336182
	Iteration 40F: 3 clusters Score -4933529 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37250 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -4933525.000000 Penalty: 3435.336182
	Iteration 41Q: 3 clusters Score -4933525 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37251 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -4933528.500000 Penalty: 3435.336182
	Iteration 42Q: 3 clusters Score -4933528 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37251 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -4933528.500000 Penalty: 3435.336182
	Iteration 43F: 3 clusters Score -4933528 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (56369 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56369 members 
Entering Unmasked Estep 
Score: -7126912.500000 Penalty: 1777.697144
	Iteration 0F: 2 clusters Score -7126912 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28260 members 
Mstep: Class 2 contains 28109 members 
Entering Unmasked Estep 
Score: -7089205.500000 Penalty: 3555.394287
	Iteration 0F: 3 clusters Score -7089206 nChanged 26696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28928 members 
Mstep: Class 2 contains 27441 members 
Entering Unmasked Estep 
Score: -7104144.500000 Penalty: 3555.394287
	Iteration 1F: 3 clusters Score -7104144 nChanged 2069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29421 members 
Mstep: Class 2 contains 26948 members 
Entering Unmasked Estep 
Score: -7104716.000000 Penalty: 3555.394287
	Iteration 2Q: 3 clusters Score -7104716 nChanged 2041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30216 members 
Mstep: Class 2 contains 26153 members 
Entering Unmasked Estep 
Score: -7105242.000000 Penalty: 3555.394287
	Iteration 3Q: 3 clusters Score -7105242 nChanged 2174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31412 members 
Mstep: Class 2 contains 24957 members 
Entering Unmasked Estep 
Score: -7105916.500000 Penalty: 3555.394287
	Iteration 4Q: 3 clusters Score -7105916 nChanged 2411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33197 members 
Mstep: Class 2 contains 23172 members 
Entering Unmasked Estep 
Score: -7106915.000000 Penalty: 3555.394287
	Iteration 5Q: 3 clusters Score -7106915 nChanged 2879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35742 members 
Mstep: Class 2 contains 20627 members 
Entering Unmasked Estep 
Score: -7108363.000000 Penalty: 3555.394287
	Iteration 6F: 3 clusters Score -7108363 nChanged 3492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39060 members 
Mstep: Class 2 contains 17309 members 
Entering Unmasked Estep 
Score: -7110567.500000 Penalty: 3555.394287
	Iteration 7F: 3 clusters Score -7110568 nChanged 4112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43088 members 
Mstep: Class 2 contains 13281 members 
Entering Unmasked Estep 
Score: -7113632.000000 Penalty: 3555.394287
	Iteration 8F: 3 clusters Score -7113632 nChanged 4242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47292 members 
Mstep: Class 2 contains 9077 members 
Entering Unmasked Estep 
Score: -7117161.000000 Penalty: 3555.394287
	Iteration 9F: 3 clusters Score -7117161 nChanged 3681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50959 members 
Mstep: Class 2 contains 5410 members 
Entering Unmasked Estep 
Score: -7120510.000000 Penalty: 3555.394287
	Iteration 10F: 3 clusters Score -7120510 nChanged 2692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53649 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -7123021.500000 Penalty: 3555.394287
	Iteration 11Q: 3 clusters Score -7123022 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55147 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -7124387.500000 Penalty: 3555.394287
	Iteration 12Q: 3 clusters Score -7124388 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55807 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -7124976.000000 Penalty: 3555.394287
	Iteration 13Q: 3 clusters Score -7124976 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56030 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -7125186.500000 Penalty: 3555.394287
	Iteration 14Q: 3 clusters Score -7125186 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56111 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -7125289.000000 Penalty: 3555.394287
	Iteration 15Q: 3 clusters Score -7125289 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56148 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -7125350.000000 Penalty: 3555.394287
	Iteration 16Q: 3 clusters Score -7125350 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56159 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -7125365.500000 Penalty: 3555.394287
	Iteration 17Q: 3 clusters Score -7125366 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56168 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -7125362.000000 Penalty: 3555.394287
	Iteration 18Q: 3 clusters Score -7125362 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56171 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -7125372.000000 Penalty: 3555.394287
	Iteration 19Q: 3 clusters Score -7125372 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56173 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -7125377.000000 Penalty: 3555.394287
	Iteration 20F: 3 clusters Score -7125377 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56174 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -7125377.500000 Penalty: 3555.394287
	Iteration 21Q: 3 clusters Score -7125378 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56172 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -7125379.000000 Penalty: 3555.394287
	Iteration 22Q: 3 clusters Score -7125379 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56172 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -7125379.000000 Penalty: 3555.394287
	Iteration 23F: 3 clusters Score -7125379 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (2374 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Entering Unmasked Estep 
Score: -287876.125000 Penalty: 1263.003906
	Iteration 0F: 2 clusters Score -287876.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -285568.375000 Penalty: 2526.007812
	Iteration 0F: 3 clusters Score -285568.4 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -286148.156250 Penalty: 2526.007812
	Iteration 1F: 3 clusters Score -286148.2 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -286266.500000 Penalty: 2526.007812
	Iteration 2F: 3 clusters Score -286266.5 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -286336.875000 Penalty: 2526.007812
	Iteration 3F: 3 clusters Score -286336.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -286385.593750 Penalty: 2526.007812
	Iteration 4Q: 3 clusters Score -286385.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -286436.218750 Penalty: 2526.007812
	Iteration 5Q: 3 clusters Score -286436.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -286472.843750 Penalty: 2526.007812
	Iteration 6Q: 3 clusters Score -286472.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -286517.843750 Penalty: 2526.007812
	Iteration 7Q: 3 clusters Score -286517.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -286551.031250 Penalty: 2526.007812
	Iteration 8Q: 3 clusters Score -286551 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -286582.468750 Penalty: 2526.007812
	Iteration 9Q: 3 clusters Score -286582.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -286611.406250 Penalty: 2526.007812
	Iteration 10Q: 3 clusters Score -286611.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -286637.968750 Penalty: 2526.007812
	Iteration 11Q: 3 clusters Score -286638 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -286658.656250 Penalty: 2526.007812
	Iteration 12Q: 3 clusters Score -286658.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -286685.562500 Penalty: 2526.007812
	Iteration 13Q: 3 clusters Score -286685.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -286712.906250 Penalty: 2526.007812
	Iteration 14Q: 3 clusters Score -286712.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -286735.218750 Penalty: 2526.007812
	Iteration 15Q: 3 clusters Score -286735.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -286763.218750 Penalty: 2526.007812
	Iteration 16Q: 3 clusters Score -286763.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -286792.281250 Penalty: 2526.007812
	Iteration 17Q: 3 clusters Score -286792.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -286831.875000 Penalty: 2526.007812
	Iteration 18Q: 3 clusters Score -286831.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -286886.968750 Penalty: 2526.007812
	Iteration 19Q: 3 clusters Score -286887 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -286928.531250 Penalty: 2526.007812
	Iteration 20F: 3 clusters Score -286928.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -286957.562500 Penalty: 2526.007812
	Iteration 21Q: 3 clusters Score -286957.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -286986.687500 Penalty: 2526.007812
	Iteration 22Q: 3 clusters Score -286986.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -287009.125000 Penalty: 2526.007812
	Iteration 23Q: 3 clusters Score -287009.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -287030.593750 Penalty: 2526.007812
	Iteration 24Q: 3 clusters Score -287030.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -287044.062500 Penalty: 2526.007812
	Iteration 25Q: 3 clusters Score -287044.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -287058.062500 Penalty: 2526.007812
	Iteration 26Q: 3 clusters Score -287058.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -287064.218750 Penalty: 2526.007812
	Iteration 27Q: 3 clusters Score -287064.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -287069.000000 Penalty: 2526.007812
	Iteration 28Q: 3 clusters Score -287069 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -287073.812500 Penalty: 2526.007812
	Iteration 29Q: 3 clusters Score -287073.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -287076.031250 Penalty: 2526.007812
	Iteration 30Q: 3 clusters Score -287076 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -287079.843750 Penalty: 2526.007812
	Iteration 31Q: 3 clusters Score -287079.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -287084.218750 Penalty: 2526.007812
	Iteration 32Q: 3 clusters Score -287084.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -287087.968750 Penalty: 2526.007812
	Iteration 33Q: 3 clusters Score -287088 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -287092.562500 Penalty: 2526.007812
	Iteration 34Q: 3 clusters Score -287092.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -287094.437500 Penalty: 2526.007812
	Iteration 35Q: 3 clusters Score -287094.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -287097.125000 Penalty: 2526.007812
	Iteration 36Q: 3 clusters Score -287097.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -287098.187500 Penalty: 2526.007812
	Iteration 37Q: 3 clusters Score -287098.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -287098.562500 Penalty: 2526.007812
	Iteration 38Q: 3 clusters Score -287098.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -287098.562500 Penalty: 2526.007812
	Iteration 39F: 3 clusters Score -287098.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (11485 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11485 members 
Entering Unmasked Estep 
Score: -1340798.375000 Penalty: 1519.179443
	Iteration 0F: 2 clusters Score -1340798 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 5771 members 
Entering Unmasked Estep 
Score: -1332714.875000 Penalty: 3038.358887
	Iteration 0F: 3 clusters Score -1332715 nChanged 5030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5774 members 
Mstep: Class 2 contains 5711 members 
Entering Unmasked Estep 
Score: -1335720.500000 Penalty: 3038.358887
	Iteration 1F: 3 clusters Score -1335720 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5811 members 
Mstep: Class 2 contains 5674 members 
Entering Unmasked Estep 
Score: -1336240.625000 Penalty: 3038.358887
	Iteration 2F: 3 clusters Score -1336241 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5822 members 
Mstep: Class 2 contains 5663 members 
Entering Unmasked Estep 
Score: -1336686.750000 Penalty: 3038.358887
	Iteration 3F: 3 clusters Score -1336687 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5848 members 
Mstep: Class 2 contains 5637 members 
Entering Unmasked Estep 
Score: -1337066.500000 Penalty: 3038.358887
	Iteration 4F: 3 clusters Score -1337066 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5853 members 
Mstep: Class 2 contains 5632 members 
Entering Unmasked Estep 
Score: -1337347.125000 Penalty: 3038.358887
	Iteration 5F: 3 clusters Score -1337347 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5844 members 
Mstep: Class 2 contains 5641 members 
Entering Unmasked Estep 
Score: -1337537.125000 Penalty: 3038.358887
	Iteration 6Q: 3 clusters Score -1337537 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5831 members 
Mstep: Class 2 contains 5654 members 
Entering Unmasked Estep 
Score: -1337678.000000 Penalty: 3038.358887
	Iteration 7Q: 3 clusters Score -1337678 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5799 members 
Mstep: Class 2 contains 5686 members 
Entering Unmasked Estep 
Score: -1337793.250000 Penalty: 3038.358887
	Iteration 8Q: 3 clusters Score -1337793 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5745 members 
Mstep: Class 2 contains 5740 members 
Entering Unmasked Estep 
Score: -1337881.250000 Penalty: 3038.358887
	Iteration 9Q: 3 clusters Score -1337881 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 5833 members 
Entering Unmasked Estep 
Score: -1337987.875000 Penalty: 3038.358887
	Iteration 10Q: 3 clusters Score -1337988 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 5930 members 
Entering Unmasked Estep 
Score: -1338079.625000 Penalty: 3038.358887
	Iteration 11Q: 3 clusters Score -1338080 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5451 members 
Mstep: Class 2 contains 6034 members 
Entering Unmasked Estep 
Score: -1338180.500000 Penalty: 3038.358887
	Iteration 12Q: 3 clusters Score -1338180 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 6151 members 
Entering Unmasked Estep 
Score: -1338277.875000 Penalty: 3038.358887
	Iteration 13Q: 3 clusters Score -1338278 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 6281 members 
Entering Unmasked Estep 
Score: -1338384.125000 Penalty: 3038.358887
	Iteration 14Q: 3 clusters Score -1338384 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 6423 members 
Entering Unmasked Estep 
Score: -1338480.250000 Penalty: 3038.358887
	Iteration 15Q: 3 clusters Score -1338480 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 6567 members 
Entering Unmasked Estep 
Score: -1338575.125000 Penalty: 3038.358887
	Iteration 16Q: 3 clusters Score -1338575 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 6699 members 
Entering Unmasked Estep 
Score: -1338669.000000 Penalty: 3038.358887
	Iteration 17Q: 3 clusters Score -1338669 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 6837 members 
Entering Unmasked Estep 
Score: -1338752.250000 Penalty: 3038.358887
	Iteration 18Q: 3 clusters Score -1338752 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 6975 members 
Entering Unmasked Estep 
Score: -1338813.875000 Penalty: 3038.358887
	Iteration 19Q: 3 clusters Score -1338814 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 7102 members 
Entering Unmasked Estep 
Score: -1338857.500000 Penalty: 3038.358887
	Iteration 20F: 3 clusters Score -1338858 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 7194 members 
Entering Unmasked Estep 
Score: -1338886.375000 Penalty: 3038.358887
	Iteration 21Q: 3 clusters Score -1338886 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 7302 members 
Entering Unmasked Estep 
Score: -1338919.875000 Penalty: 3038.358887
	Iteration 22Q: 3 clusters Score -1338920 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 7409 members 
Entering Unmasked Estep 
Score: -1338954.000000 Penalty: 3038.358887
	Iteration 23Q: 3 clusters Score -1338954 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 7520 members 
Entering Unmasked Estep 
Score: -1338989.000000 Penalty: 3038.358887
	Iteration 24Q: 3 clusters Score -1338989 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 7636 members 
Entering Unmasked Estep 
Score: -1339031.125000 Penalty: 3038.358887
	Iteration 25Q: 3 clusters Score -1339031 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 7746 members 
Entering Unmasked Estep 
Score: -1339072.250000 Penalty: 3038.358887
	Iteration 26Q: 3 clusters Score -1339072 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 7862 members 
Entering Unmasked Estep 
Score: -1339119.250000 Penalty: 3038.358887
	Iteration 27Q: 3 clusters Score -1339119 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 7984 members 
Entering Unmasked Estep 
Score: -1339169.750000 Penalty: 3038.358887
	Iteration 28Q: 3 clusters Score -1339170 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 8099 members 
Entering Unmasked Estep 
Score: -1339196.875000 Penalty: 3038.358887
	Iteration 29Q: 3 clusters Score -1339197 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 8190 members 
Entering Unmasked Estep 
Score: -1339220.875000 Penalty: 3038.358887
	Iteration 30Q: 3 clusters Score -1339221 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 8275 members 
Entering Unmasked Estep 
Score: -1339248.125000 Penalty: 3038.358887
	Iteration 31Q: 3 clusters Score -1339248 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 8355 members 
Entering Unmasked Estep 
Score: -1339269.000000 Penalty: 3038.358887
	Iteration 32Q: 3 clusters Score -1339269 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 8441 members 
Entering Unmasked Estep 
Score: -1339297.625000 Penalty: 3038.358887
	Iteration 33Q: 3 clusters Score -1339298 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 8523 members 
Entering Unmasked Estep 
Score: -1339321.625000 Penalty: 3038.358887
	Iteration 34Q: 3 clusters Score -1339322 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 8600 members 
Entering Unmasked Estep 
Score: -1339342.625000 Penalty: 3038.358887
	Iteration 35Q: 3 clusters Score -1339343 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 8685 members 
Entering Unmasked Estep 
Score: -1339369.875000 Penalty: 3038.358887
	Iteration 36Q: 3 clusters Score -1339370 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 8757 members 
Entering Unmasked Estep 
Score: -1339391.750000 Penalty: 3038.358887
	Iteration 37Q: 3 clusters Score -1339392 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 8843 members 
Entering Unmasked Estep 
Score: -1339417.500000 Penalty: 3038.358887
	Iteration 38Q: 3 clusters Score -1339418 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 8937 members 
Entering Unmasked Estep 
Score: -1339456.625000 Penalty: 3038.358887
	Iteration 39Q: 3 clusters Score -1339457 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 9017 members 
Entering Unmasked Estep 
Score: -1339482.750000 Penalty: 3038.358887
	Iteration 40F: 3 clusters Score -1339483 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 9099 members 
Entering Unmasked Estep 
Score: -1339510.750000 Penalty: 3038.358887
	Iteration 41Q: 3 clusters Score -1339511 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 9178 members 
Entering Unmasked Estep 
Score: -1339537.875000 Penalty: 3038.358887
	Iteration 42Q: 3 clusters Score -1339538 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 9253 members 
Entering Unmasked Estep 
Score: -1339568.000000 Penalty: 3038.358887
	Iteration 43Q: 3 clusters Score -1339568 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 9331 members 
Entering Unmasked Estep 
Score: -1339602.250000 Penalty: 3038.358887
	Iteration 44Q: 3 clusters Score -1339602 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 9411 members 
Entering Unmasked Estep 
Score: -1339633.250000 Penalty: 3038.358887
	Iteration 45Q: 3 clusters Score -1339633 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 9485 members 
Entering Unmasked Estep 
Score: -1339665.625000 Penalty: 3038.358887
	Iteration 46Q: 3 clusters Score -1339666 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 9563 members 
Entering Unmasked Estep 
Score: -1339705.375000 Penalty: 3038.358887
	Iteration 47Q: 3 clusters Score -1339705 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 9635 members 
Entering Unmasked Estep 
Score: -1339739.375000 Penalty: 3038.358887
	Iteration 48Q: 3 clusters Score -1339739 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 9700 members 
Entering Unmasked Estep 
Score: -1339769.125000 Penalty: 3038.358887
	Iteration 49Q: 3 clusters Score -1339769 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 9753 members 
Entering Unmasked Estep 
Score: -1339791.125000 Penalty: 3038.358887
	Iteration 50Q: 3 clusters Score -1339791 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 9803 members 
Entering Unmasked Estep 
Score: -1339820.875000 Penalty: 3038.358887
	Iteration 51Q: 3 clusters Score -1339821 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 9854 members 
Entering Unmasked Estep 
Score: -1339848.625000 Penalty: 3038.358887
	Iteration 52Q: 3 clusters Score -1339849 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 9909 members 
Entering Unmasked Estep 
Score: -1339873.750000 Penalty: 3038.358887
	Iteration 53Q: 3 clusters Score -1339874 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 9957 members 
Entering Unmasked Estep 
Score: -1339892.875000 Penalty: 3038.358887
	Iteration 54Q: 3 clusters Score -1339893 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 9997 members 
Entering Unmasked Estep 
Score: -1339910.125000 Penalty: 3038.358887
	Iteration 55Q: 3 clusters Score -1339910 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 10034 members 
Entering Unmasked Estep 
Score: -1339928.375000 Penalty: 3038.358887
	Iteration 56Q: 3 clusters Score -1339928 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 10070 members 
Entering Unmasked Estep 
Score: -1339936.750000 Penalty: 3038.358887
	Iteration 57Q: 3 clusters Score -1339937 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 10098 members 
Entering Unmasked Estep 
Score: -1339945.500000 Penalty: 3038.358887
	Iteration 58Q: 3 clusters Score -1339946 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 10127 members 
Entering Unmasked Estep 
Score: -1339959.625000 Penalty: 3038.358887
	Iteration 59Q: 3 clusters Score -1339960 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 10142 members 
Entering Unmasked Estep 
Score: -1339964.875000 Penalty: 3038.358887
	Iteration 60F: 3 clusters Score -1339965 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 10153 members 
Entering Unmasked Estep 
Score: -1339965.250000 Penalty: 3038.358887
	Iteration 61Q: 3 clusters Score -1339965 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 10160 members 
Entering Unmasked Estep 
Score: -1339968.500000 Penalty: 3038.358887
	Iteration 62Q: 3 clusters Score -1339968 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 10172 members 
Entering Unmasked Estep 
Score: -1339972.750000 Penalty: 3038.358887
	Iteration 63Q: 3 clusters Score -1339973 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 10177 members 
Entering Unmasked Estep 
Score: -1339973.625000 Penalty: 3038.358887
	Iteration 64Q: 3 clusters Score -1339974 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 10185 members 
Entering Unmasked Estep 
Score: -1339975.250000 Penalty: 3038.358887
	Iteration 65Q: 3 clusters Score -1339975 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 10188 members 
Entering Unmasked Estep 
Score: -1339978.125000 Penalty: 3038.358887
	Iteration 66Q: 3 clusters Score -1339978 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 10191 members 
Entering Unmasked Estep 
Score: -1339979.375000 Penalty: 3038.358887
	Iteration 67Q: 3 clusters Score -1339979 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 10194 members 
Entering Unmasked Estep 
Score: -1339978.250000 Penalty: 3038.358887
	Iteration 68Q: 3 clusters Score -1339978 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 10196 members 
Entering Unmasked Estep 
Score: -1339980.750000 Penalty: 3038.358887
	Iteration 69Q: 3 clusters Score -1339981 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 10196 members 
Entering Unmasked Estep 
Score: -1339980.750000 Penalty: 3038.358887
	Iteration 70F: 3 clusters Score -1339981 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (37171 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37171 members 
Entering Unmasked Estep 
Score: -4379654.000000 Penalty: 1710.033691
	Iteration 0F: 2 clusters Score -4379654 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18590 members 
Mstep: Class 2 contains 18581 members 
Entering Unmasked Estep 
Score: -4354865.500000 Penalty: 3420.067383
	Iteration 0F: 3 clusters Score -4354866 nChanged 17262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19086 members 
Mstep: Class 2 contains 18085 members 
Entering Unmasked Estep 
Score: -4365486.500000 Penalty: 3420.067383
	Iteration 1F: 3 clusters Score -4365486 nChanged 2246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19402 members 
Mstep: Class 2 contains 17769 members 
Entering Unmasked Estep 
Score: -4366562.000000 Penalty: 3420.067383
	Iteration 2F: 3 clusters Score -4366562 nChanged 2198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19760 members 
Mstep: Class 2 contains 17411 members 
Entering Unmasked Estep 
Score: -4367726.000000 Penalty: 3420.067383
	Iteration 3F: 3 clusters Score -4367726 nChanged 2197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20257 members 
Mstep: Class 2 contains 16914 members 
Entering Unmasked Estep 
Score: -4368977.000000 Penalty: 3420.067383
	Iteration 4F: 3 clusters Score -4368977 nChanged 2117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20886 members 
Mstep: Class 2 contains 16285 members 
Entering Unmasked Estep 
Score: -4370212.500000 Penalty: 3420.067383
	Iteration 5F: 3 clusters Score -4370212 nChanged 1941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21507 members 
Mstep: Class 2 contains 15664 members 
Entering Unmasked Estep 
Score: -4371409.500000 Penalty: 3420.067383
	Iteration 6F: 3 clusters Score -4371410 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22117 members 
Mstep: Class 2 contains 15054 members 
Entering Unmasked Estep 
Score: -4372379.500000 Penalty: 3420.067383
	Iteration 7Q: 3 clusters Score -4372380 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22663 members 
Mstep: Class 2 contains 14508 members 
Entering Unmasked Estep 
Score: -4373107.000000 Penalty: 3420.067383
	Iteration 8Q: 3 clusters Score -4373107 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23181 members 
Mstep: Class 2 contains 13990 members 
Entering Unmasked Estep 
Score: -4373517.500000 Penalty: 3420.067383
	Iteration 9Q: 3 clusters Score -4373518 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23636 members 
Mstep: Class 2 contains 13535 members 
Entering Unmasked Estep 
Score: -4373752.000000 Penalty: 3420.067383
	Iteration 10Q: 3 clusters Score -4373752 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24116 members 
Mstep: Class 2 contains 13055 members 
Entering Unmasked Estep 
Score: -4373940.000000 Penalty: 3420.067383
	Iteration 11Q: 3 clusters Score -4373940 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24589 members 
Mstep: Class 2 contains 12582 members 
Entering Unmasked Estep 
Score: -4374094.000000 Penalty: 3420.067383
	Iteration 12Q: 3 clusters Score -4374094 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25073 members 
Mstep: Class 2 contains 12098 members 
Entering Unmasked Estep 
Score: -4374223.500000 Penalty: 3420.067383
	Iteration 13Q: 3 clusters Score -4374224 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25590 members 
Mstep: Class 2 contains 11581 members 
Entering Unmasked Estep 
Score: -4374386.500000 Penalty: 3420.067383
	Iteration 14Q: 3 clusters Score -4374386 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26101 members 
Mstep: Class 2 contains 11070 members 
Entering Unmasked Estep 
Score: -4374533.000000 Penalty: 3420.067383
	Iteration 15Q: 3 clusters Score -4374533 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26632 members 
Mstep: Class 2 contains 10539 members 
Entering Unmasked Estep 
Score: -4374694.000000 Penalty: 3420.067383
	Iteration 16Q: 3 clusters Score -4374694 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27147 members 
Mstep: Class 2 contains 10024 members 
Entering Unmasked Estep 
Score: -4374833.500000 Penalty: 3420.067383
	Iteration 17Q: 3 clusters Score -4374834 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27655 members 
Mstep: Class 2 contains 9516 members 
Entering Unmasked Estep 
Score: -4374991.000000 Penalty: 3420.067383
	Iteration 18Q: 3 clusters Score -4374991 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28164 members 
Mstep: Class 2 contains 9007 members 
Entering Unmasked Estep 
Score: -4375154.000000 Penalty: 3420.067383
	Iteration 19Q: 3 clusters Score -4375154 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28663 members 
Mstep: Class 2 contains 8508 members 
Entering Unmasked Estep 
Score: -4375310.500000 Penalty: 3420.067383
	Iteration 20F: 3 clusters Score -4375310 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29165 members 
Mstep: Class 2 contains 8006 members 
Entering Unmasked Estep 
Score: -4375474.500000 Penalty: 3420.067383
	Iteration 21Q: 3 clusters Score -4375474 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29678 members 
Mstep: Class 2 contains 7493 members 
Entering Unmasked Estep 
Score: -4375628.000000 Penalty: 3420.067383
	Iteration 22Q: 3 clusters Score -4375628 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30174 members 
Mstep: Class 2 contains 6997 members 
Entering Unmasked Estep 
Score: -4375803.500000 Penalty: 3420.067383
	Iteration 23Q: 3 clusters Score -4375804 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30707 members 
Mstep: Class 2 contains 6464 members 
Entering Unmasked Estep 
Score: -4375989.500000 Penalty: 3420.067383
	Iteration 24Q: 3 clusters Score -4375990 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31250 members 
Mstep: Class 2 contains 5921 members 
Entering Unmasked Estep 
Score: -4376215.000000 Penalty: 3420.067383
	Iteration 25Q: 3 clusters Score -4376215 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31783 members 
Mstep: Class 2 contains 5388 members 
Entering Unmasked Estep 
Score: -4376423.000000 Penalty: 3420.067383
	Iteration 26Q: 3 clusters Score -4376423 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32323 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -4376645.500000 Penalty: 3420.067383
	Iteration 27Q: 3 clusters Score -4376646 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32860 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -4376883.000000 Penalty: 3420.067383
	Iteration 28Q: 3 clusters Score -4376883 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33369 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -4377105.000000 Penalty: 3420.067383
	Iteration 29Q: 3 clusters Score -4377105 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33820 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -4377337.500000 Penalty: 3420.067383
	Iteration 30Q: 3 clusters Score -4377338 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34257 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -4377562.000000 Penalty: 3420.067383
	Iteration 31Q: 3 clusters Score -4377562 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34642 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -4377753.500000 Penalty: 3420.067383
	Iteration 32Q: 3 clusters Score -4377754 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34970 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -4377929.000000 Penalty: 3420.067383
	Iteration 33Q: 3 clusters Score -4377929 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35227 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -4378069.500000 Penalty: 3420.067383
	Iteration 34Q: 3 clusters Score -4378070 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35458 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -4378203.500000 Penalty: 3420.067383
	Iteration 35Q: 3 clusters Score -4378204 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35644 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -4378312.500000 Penalty: 3420.067383
	Iteration 36Q: 3 clusters Score -4378312 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35771 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -4378374.000000 Penalty: 3420.067383
	Iteration 37Q: 3 clusters Score -4378374 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35858 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -4378418.000000 Penalty: 3420.067383
	Iteration 38Q: 3 clusters Score -4378418 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35928 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -4378471.000000 Penalty: 3420.067383
	Iteration 39Q: 3 clusters Score -4378471 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35985 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -4378505.000000 Penalty: 3420.067383
	Iteration 40F: 3 clusters Score -4378505 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36032 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -4378541.500000 Penalty: 3420.067383
	Iteration 41Q: 3 clusters Score -4378542 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36068 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -4378561.500000 Penalty: 3420.067383
	Iteration 42Q: 3 clusters Score -4378562 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36094 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -4378574.500000 Penalty: 3420.067383
	Iteration 43Q: 3 clusters Score -4378574 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36117 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -4378593.000000 Penalty: 3420.067383
	Iteration 44Q: 3 clusters Score -4378593 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36133 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -4378599.000000 Penalty: 3420.067383
	Iteration 45Q: 3 clusters Score -4378599 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36149 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -4378602.000000 Penalty: 3420.067383
	Iteration 46Q: 3 clusters Score -4378602 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36158 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -4378614.500000 Penalty: 3420.067383
	Iteration 47Q: 3 clusters Score -4378614 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36167 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -4378623.000000 Penalty: 3420.067383
	Iteration 48Q: 3 clusters Score -4378623 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36175 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -4378626.500000 Penalty: 3420.067383
	Iteration 49Q: 3 clusters Score -4378626 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36187 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -4378624.500000 Penalty: 3420.067383
	Iteration 50Q: 3 clusters Score -4378624 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36196 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -4378635.000000 Penalty: 3420.067383
	Iteration 51Q: 3 clusters Score -4378635 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36204 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -4378636.000000 Penalty: 3420.067383
	Iteration 52Q: 3 clusters Score -4378636 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36210 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -4378640.000000 Penalty: 3420.067383
	Iteration 53Q: 3 clusters Score -4378640 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36218 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -4378638.000000 Penalty: 3420.067383
	Iteration 54Q: 3 clusters Score -4378638 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36224 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -4378632.000000 Penalty: 3420.067383
	Iteration 55Q: 3 clusters Score -4378632 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36230 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -4378637.500000 Penalty: 3420.067383
	Iteration 56Q: 3 clusters Score -4378638 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36237 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -4378643.500000 Penalty: 3420.067383
	Iteration 57Q: 3 clusters Score -4378644 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36240 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -4378644.000000 Penalty: 3420.067383
	Iteration 58Q: 3 clusters Score -4378644 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36246 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -4378644.000000 Penalty: 3420.067383
	Iteration 59Q: 3 clusters Score -4378644 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36253 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -4378643.000000 Penalty: 3420.067383
	Iteration 60F: 3 clusters Score -4378643 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36255 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -4378646.000000 Penalty: 3420.067383
	Iteration 61Q: 3 clusters Score -4378646 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36260 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -4378653.500000 Penalty: 3420.067383
	Iteration 62Q: 3 clusters Score -4378654 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36264 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -4378657.000000 Penalty: 3420.067383
	Iteration 63Q: 3 clusters Score -4378657 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36264 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -4378657.000000 Penalty: 3420.067383
	Iteration 64Q: 3 clusters Score -4378657 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36265 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -4378657.500000 Penalty: 3420.067383
	Iteration 65Q: 3 clusters Score -4378658 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36266 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -4378655.500000 Penalty: 3420.067383
	Iteration 66Q: 3 clusters Score -4378656 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36266 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -4378655.500000 Penalty: 3420.067383
	Iteration 67F: 3 clusters Score -4378656 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (8069 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8069 members 
Entering Unmasked Estep 
Score: -1018719.625000 Penalty: 1461.815063
	Iteration 0F: 2 clusters Score -1018720 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -1012832.125000 Penalty: 2923.630127
	Iteration 0F: 3 clusters Score -1012832 nChanged 3371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -1014682.875000 Penalty: 2923.630127
	Iteration 1F: 3 clusters Score -1014683 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -1014958.562500 Penalty: 2923.630127
	Iteration 2F: 3 clusters Score -1014959 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -1015156.625000 Penalty: 2923.630127
	Iteration 3F: 3 clusters Score -1015157 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -1015346.750000 Penalty: 2923.630127
	Iteration 4Q: 3 clusters Score -1015347 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -1015538.687500 Penalty: 2923.630127
	Iteration 5Q: 3 clusters Score -1015539 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 5342 members 
Entering Unmasked Estep 
Score: -1015742.250000 Penalty: 2923.630127
	Iteration 6Q: 3 clusters Score -1015742 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 5616 members 
Entering Unmasked Estep 
Score: -1015997.812500 Penalty: 2923.630127
	Iteration 7Q: 3 clusters Score -1015998 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 5893 members 
Entering Unmasked Estep 
Score: -1016292.125000 Penalty: 2923.630127
	Iteration 8Q: 3 clusters Score -1016292 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 6140 members 
Entering Unmasked Estep 
Score: -1016579.000000 Penalty: 2923.630127
	Iteration 9Q: 3 clusters Score -1016579 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 6326 members 
Entering Unmasked Estep 
Score: -1016843.500000 Penalty: 2923.630127
	Iteration 10Q: 3 clusters Score -1016844 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 6433 members 
Entering Unmasked Estep 
Score: -1017060.187500 Penalty: 2923.630127
	Iteration 11Q: 3 clusters Score -1017060 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 6490 members 
Entering Unmasked Estep 
Score: -1017218.687500 Penalty: 2923.630127
	Iteration 12Q: 3 clusters Score -1017219 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 6515 members 
Entering Unmasked Estep 
Score: -1017322.687500 Penalty: 2923.630127
	Iteration 13Q: 3 clusters Score -1017323 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 6537 members 
Entering Unmasked Estep 
Score: -1017415.250000 Penalty: 2923.630127
	Iteration 14Q: 3 clusters Score -1017415 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 6541 members 
Entering Unmasked Estep 
Score: -1017468.937500 Penalty: 2923.630127
	Iteration 15Q: 3 clusters Score -1017469 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 6540 members 
Entering Unmasked Estep 
Score: -1017497.750000 Penalty: 2923.630127
	Iteration 16Q: 3 clusters Score -1017498 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 6530 members 
Entering Unmasked Estep 
Score: -1017527.312500 Penalty: 2923.630127
	Iteration 17Q: 3 clusters Score -1017527 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 6518 members 
Entering Unmasked Estep 
Score: -1017548.562500 Penalty: 2923.630127
	Iteration 18Q: 3 clusters Score -1017549 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 6507 members 
Entering Unmasked Estep 
Score: -1017560.812500 Penalty: 2923.630127
	Iteration 19Q: 3 clusters Score -1017561 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 6503 members 
Entering Unmasked Estep 
Score: -1017571.250000 Penalty: 2923.630127
	Iteration 20F: 3 clusters Score -1017571 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 6501 members 
Entering Unmasked Estep 
Score: -1017575.437500 Penalty: 2923.630127
	Iteration 21Q: 3 clusters Score -1017575 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 6496 members 
Entering Unmasked Estep 
Score: -1017585.437500 Penalty: 2923.630127
	Iteration 22Q: 3 clusters Score -1017585 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 6492 members 
Entering Unmasked Estep 
Score: -1017587.937500 Penalty: 2923.630127
	Iteration 23Q: 3 clusters Score -1017588 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 6495 members 
Entering Unmasked Estep 
Score: -1017592.187500 Penalty: 2923.630127
	Iteration 24Q: 3 clusters Score -1017592 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 6494 members 
Entering Unmasked Estep 
Score: -1017596.000000 Penalty: 2923.630127
	Iteration 25Q: 3 clusters Score -1017596 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 6498 members 
Entering Unmasked Estep 
Score: -1017598.562500 Penalty: 2923.630127
	Iteration 26Q: 3 clusters Score -1017599 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 6495 members 
Entering Unmasked Estep 
Score: -1017599.687500 Penalty: 2923.630127
	Iteration 27Q: 3 clusters Score -1017600 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 6493 members 
Entering Unmasked Estep 
Score: -1017603.562500 Penalty: 2923.630127
	Iteration 28Q: 3 clusters Score -1017604 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 6490 members 
Entering Unmasked Estep 
Score: -1017602.312500 Penalty: 2923.630127
	Iteration 29Q: 3 clusters Score -1017602 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 6488 members 
Entering Unmasked Estep 
Score: -1017602.625000 Penalty: 2923.630127
	Iteration 30Q: 3 clusters Score -1017603 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 6484 members 
Entering Unmasked Estep 
Score: -1017603.812500 Penalty: 2923.630127
	Iteration 31Q: 3 clusters Score -1017604 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 6483 members 
Entering Unmasked Estep 
Score: -1017603.437500 Penalty: 2923.630127
	Iteration 32Q: 3 clusters Score -1017603 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 6483 members 
Entering Unmasked Estep 
Score: -1017603.437500 Penalty: 2923.630127
	Iteration 33F: 3 clusters Score -1017603 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (12596 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12596 members 
Entering Unmasked Estep 
Score: -1605717.375000 Penalty: 1534.184326
	Iteration 0F: 2 clusters Score -1605717 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6246 members 
Mstep: Class 2 contains 6350 members 
Entering Unmasked Estep 
Score: -1596896.375000 Penalty: 3068.368652
	Iteration 0F: 3 clusters Score -1596896 nChanged 5557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5813 members 
Mstep: Class 2 contains 6783 members 
Entering Unmasked Estep 
Score: -1599876.250000 Penalty: 3068.368652
	Iteration 1F: 3 clusters Score -1599876 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5465 members 
Mstep: Class 2 contains 7131 members 
Entering Unmasked Estep 
Score: -1600309.000000 Penalty: 3068.368652
	Iteration 2F: 3 clusters Score -1600309 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 7607 members 
Entering Unmasked Estep 
Score: -1600765.000000 Penalty: 3068.368652
	Iteration 3F: 3 clusters Score -1600765 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 8187 members 
Entering Unmasked Estep 
Score: -1601289.500000 Penalty: 3068.368652
	Iteration 4F: 3 clusters Score -1601290 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 8823 members 
Entering Unmasked Estep 
Score: -1601839.875000 Penalty: 3068.368652
	Iteration 5F: 3 clusters Score -1601840 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 9446 members 
Entering Unmasked Estep 
Score: -1602359.250000 Penalty: 3068.368652
	Iteration 6F: 3 clusters Score -1602359 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 9978 members 
Entering Unmasked Estep 
Score: -1602788.375000 Penalty: 3068.368652
	Iteration 7Q: 3 clusters Score -1602788 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 10446 members 
Entering Unmasked Estep 
Score: -1603146.625000 Penalty: 3068.368652
	Iteration 8Q: 3 clusters Score -1603147 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 10830 members 
Entering Unmasked Estep 
Score: -1603434.750000 Penalty: 3068.368652
	Iteration 9Q: 3 clusters Score -1603435 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 11141 members 
Entering Unmasked Estep 
Score: -1603690.250000 Penalty: 3068.368652
	Iteration 10Q: 3 clusters Score -1603690 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 11381 members 
Entering Unmasked Estep 
Score: -1603888.125000 Penalty: 3068.368652
	Iteration 11Q: 3 clusters Score -1603888 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 11559 members 
Entering Unmasked Estep 
Score: -1604054.125000 Penalty: 3068.368652
	Iteration 12Q: 3 clusters Score -1604054 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 11685 members 
Entering Unmasked Estep 
Score: -1604181.375000 Penalty: 3068.368652
	Iteration 13Q: 3 clusters Score -1604181 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 11769 members 
Entering Unmasked Estep 
Score: -1604274.875000 Penalty: 3068.368652
	Iteration 14Q: 3 clusters Score -1604275 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 11829 members 
Entering Unmasked Estep 
Score: -1604319.250000 Penalty: 3068.368652
	Iteration 15Q: 3 clusters Score -1604319 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 11868 members 
Entering Unmasked Estep 
Score: -1604359.125000 Penalty: 3068.368652
	Iteration 16Q: 3 clusters Score -1604359 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 11904 members 
Entering Unmasked Estep 
Score: -1604388.750000 Penalty: 3068.368652
	Iteration 17Q: 3 clusters Score -1604389 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 11946 members 
Entering Unmasked Estep 
Score: -1604425.250000 Penalty: 3068.368652
	Iteration 18Q: 3 clusters Score -1604425 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 11974 members 
Entering Unmasked Estep 
Score: -1604442.000000 Penalty: 3068.368652
	Iteration 19Q: 3 clusters Score -1604442 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 11988 members 
Entering Unmasked Estep 
Score: -1604450.750000 Penalty: 3068.368652
	Iteration 20F: 3 clusters Score -1604451 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 11996 members 
Entering Unmasked Estep 
Score: -1604453.375000 Penalty: 3068.368652
	Iteration 21Q: 3 clusters Score -1604453 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 12002 members 
Entering Unmasked Estep 
Score: -1604462.625000 Penalty: 3068.368652
	Iteration 22Q: 3 clusters Score -1604463 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 12006 members 
Entering Unmasked Estep 
Score: -1604465.250000 Penalty: 3068.368652
	Iteration 23Q: 3 clusters Score -1604465 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 12010 members 
Entering Unmasked Estep 
Score: -1604467.875000 Penalty: 3068.368652
	Iteration 24Q: 3 clusters Score -1604468 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 12013 members 
Entering Unmasked Estep 
Score: -1604469.375000 Penalty: 3068.368652
	Iteration 25Q: 3 clusters Score -1604469 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 12014 members 
Entering Unmasked Estep 
Score: -1604468.625000 Penalty: 3068.368652
	Iteration 26Q: 3 clusters Score -1604469 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 12016 members 
Entering Unmasked Estep 
Score: -1604468.375000 Penalty: 3068.368652
	Iteration 27Q: 3 clusters Score -1604468 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 12019 members 
Entering Unmasked Estep 
Score: -1604469.500000 Penalty: 3068.368652
	Iteration 28Q: 3 clusters Score -1604470 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 12020 members 
Entering Unmasked Estep 
Score: -1604470.875000 Penalty: 3068.368652
	Iteration 29Q: 3 clusters Score -1604471 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 12023 members 
Entering Unmasked Estep 
Score: -1604469.750000 Penalty: 3068.368652
	Iteration 30Q: 3 clusters Score -1604470 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 12024 members 
Entering Unmasked Estep 
Score: -1604470.375000 Penalty: 3068.368652
	Iteration 31Q: 3 clusters Score -1604470 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 12022 members 
Entering Unmasked Estep 
Score: -1604470.625000 Penalty: 3068.368652
	Iteration 32Q: 3 clusters Score -1604471 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 12022 members 
Entering Unmasked Estep 
Score: -1604473.250000 Penalty: 3068.368652
	Iteration 33Q: 3 clusters Score -1604473 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 12024 members 
Entering Unmasked Estep 
Score: -1604472.250000 Penalty: 3068.368652
	Iteration 34Q: 3 clusters Score -1604472 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 12026 members 
Entering Unmasked Estep 
Score: -1604474.875000 Penalty: 3068.368652
	Iteration 35Q: 3 clusters Score -1604475 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 12026 members 
Entering Unmasked Estep 
Score: -1604477.125000 Penalty: 3068.368652
	Iteration 36Q: 3 clusters Score -1604477 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 12029 members 
Entering Unmasked Estep 
Score: -1604476.500000 Penalty: 3068.368652
	Iteration 37Q: 3 clusters Score -1604476 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 12033 members 
Entering Unmasked Estep 
Score: -1604479.375000 Penalty: 3068.368652
	Iteration 38Q: 3 clusters Score -1604479 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 12036 members 
Entering Unmasked Estep 
Score: -1604481.250000 Penalty: 3068.368652
	Iteration 39Q: 3 clusters Score -1604481 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 12038 members 
Entering Unmasked Estep 
Score: -1604482.000000 Penalty: 3068.368652
	Iteration 40F: 3 clusters Score -1604482 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (3059 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Entering Unmasked Estep 
Score: -364590.125000 Penalty: 1304.199585
	Iteration 0F: 2 clusters Score -364590.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -361859.156250 Penalty: 2608.399170
	Iteration 0F: 3 clusters Score -361859.2 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -362580.062500 Penalty: 2608.399170
	Iteration 1F: 3 clusters Score -362580.1 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -362811.750000 Penalty: 2608.399170
	Iteration 2F: 3 clusters Score -362811.8 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -362988.906250 Penalty: 2608.399170
	Iteration 3F: 3 clusters Score -362988.9 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -363126.687500 Penalty: 2608.399170
	Iteration 4F: 3 clusters Score -363126.7 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -363259.500000 Penalty: 2608.399170
	Iteration 5F: 3 clusters Score -363259.5 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -363351.781250 Penalty: 2608.399170
	Iteration 6Q: 3 clusters Score -363351.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -363434.812500 Penalty: 2608.399170
	Iteration 7Q: 3 clusters Score -363434.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -363490.593750 Penalty: 2608.399170
	Iteration 8Q: 3 clusters Score -363490.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -363548.312500 Penalty: 2608.399170
	Iteration 9Q: 3 clusters Score -363548.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -363633.656250 Penalty: 2608.399170
	Iteration 10Q: 3 clusters Score -363633.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -363678.875000 Penalty: 2608.399170
	Iteration 11Q: 3 clusters Score -363678.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -363708.281250 Penalty: 2608.399170
	Iteration 12Q: 3 clusters Score -363708.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -363725.781250 Penalty: 2608.399170
	Iteration 13Q: 3 clusters Score -363725.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -363745.218750 Penalty: 2608.399170
	Iteration 14Q: 3 clusters Score -363745.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -363764.500000 Penalty: 2608.399170
	Iteration 15Q: 3 clusters Score -363764.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -363783.062500 Penalty: 2608.399170
	Iteration 16Q: 3 clusters Score -363783.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -363795.312500 Penalty: 2608.399170
	Iteration 17Q: 3 clusters Score -363795.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -363804.093750 Penalty: 2608.399170
	Iteration 18Q: 3 clusters Score -363804.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -363814.125000 Penalty: 2608.399170
	Iteration 19Q: 3 clusters Score -363814.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -363822.187500 Penalty: 2608.399170
	Iteration 20F: 3 clusters Score -363822.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -363826.781250 Penalty: 2608.399170
	Iteration 21Q: 3 clusters Score -363826.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -363830.000000 Penalty: 2608.399170
	Iteration 22Q: 3 clusters Score -363830 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -363832.781250 Penalty: 2608.399170
	Iteration 23Q: 3 clusters Score -363832.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -363833.812500 Penalty: 2608.399170
	Iteration 24Q: 3 clusters Score -363833.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -363834.187500 Penalty: 2608.399170
	Iteration 25Q: 3 clusters Score -363834.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -363835.718750 Penalty: 2608.399170
	Iteration 26Q: 3 clusters Score -363835.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -363835.625000 Penalty: 2608.399170
	Iteration 27Q: 3 clusters Score -363835.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -363836.500000 Penalty: 2608.399170
	Iteration 28Q: 3 clusters Score -363836.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -363836.500000 Penalty: 2608.399170
	Iteration 29F: 3 clusters Score -363836.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (39547 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39547 members 
Entering Unmasked Estep 
Score: -5002935.500000 Penalty: 1720.102295
	Iteration 0F: 2 clusters Score -5002936 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19618 members 
Mstep: Class 2 contains 19929 members 
Entering Unmasked Estep 
Score: -4976307.000000 Penalty: 3440.204590
	Iteration 0F: 3 clusters Score -4976307 nChanged 18397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18841 members 
Mstep: Class 2 contains 20706 members 
Entering Unmasked Estep 
Score: -4986820.000000 Penalty: 3440.204590
	Iteration 1F: 3 clusters Score -4986820 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18351 members 
Mstep: Class 2 contains 21196 members 
Entering Unmasked Estep 
Score: -4987261.000000 Penalty: 3440.204590
	Iteration 2Q: 3 clusters Score -4987261 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17630 members 
Mstep: Class 2 contains 21917 members 
Entering Unmasked Estep 
Score: -4987775.000000 Penalty: 3440.204590
	Iteration 3Q: 3 clusters Score -4987775 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16518 members 
Mstep: Class 2 contains 23029 members 
Entering Unmasked Estep 
Score: -4988506.500000 Penalty: 3440.204590
	Iteration 4Q: 3 clusters Score -4988506 nChanged 2049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14947 members 
Mstep: Class 2 contains 24600 members 
Entering Unmasked Estep 
Score: -4989561.000000 Penalty: 3440.204590
	Iteration 5F: 3 clusters Score -4989561 nChanged 2423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12802 members 
Mstep: Class 2 contains 26745 members 
Entering Unmasked Estep 
Score: -4991058.000000 Penalty: 3440.204590
	Iteration 6F: 3 clusters Score -4991058 nChanged 2756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10170 members 
Mstep: Class 2 contains 29377 members 
Entering Unmasked Estep 
Score: -4992976.000000 Penalty: 3440.204590
	Iteration 7F: 3 clusters Score -4992976 nChanged 2828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7398 members 
Mstep: Class 2 contains 32149 members 
Entering Unmasked Estep 
Score: -4995251.500000 Penalty: 3440.204590
	Iteration 8F: 3 clusters Score -4995252 nChanged 2591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 34726 members 
Entering Unmasked Estep 
Score: -4997543.500000 Penalty: 3440.204590
	Iteration 9F: 3 clusters Score -4997544 nChanged 1951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 36667 members 
Entering Unmasked Estep 
Score: -4999241.000000 Penalty: 3440.204590
	Iteration 10Q: 3 clusters Score -4999241 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 37888 members 
Entering Unmasked Estep 
Score: -5000282.500000 Penalty: 3440.204590
	Iteration 11Q: 3 clusters Score -5000282 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 38554 members 
Entering Unmasked Estep 
Score: -5000863.500000 Penalty: 3440.204590
	Iteration 12Q: 3 clusters Score -5000864 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 38845 members 
Entering Unmasked Estep 
Score: -5001118.000000 Penalty: 3440.204590
	Iteration 13Q: 3 clusters Score -5001118 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 38994 members 
Entering Unmasked Estep 
Score: -5001262.000000 Penalty: 3440.204590
	Iteration 14Q: 3 clusters Score -5001262 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 39073 members 
Entering Unmasked Estep 
Score: -5001318.500000 Penalty: 3440.204590
	Iteration 15Q: 3 clusters Score -5001318 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 39115 members 
Entering Unmasked Estep 
Score: -5001362.000000 Penalty: 3440.204590
	Iteration 16Q: 3 clusters Score -5001362 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 39138 members 
Entering Unmasked Estep 
Score: -5001387.000000 Penalty: 3440.204590
	Iteration 17Q: 3 clusters Score -5001387 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 39151 members 
Entering Unmasked Estep 
Score: -5001406.500000 Penalty: 3440.204590
	Iteration 18Q: 3 clusters Score -5001406 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 39167 members 
Entering Unmasked Estep 
Score: -5001429.000000 Penalty: 3440.204590
	Iteration 19Q: 3 clusters Score -5001429 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 39180 members 
Entering Unmasked Estep 
Score: -5001449.500000 Penalty: 3440.204590
	Iteration 20F: 3 clusters Score -5001450 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 39189 members 
Entering Unmasked Estep 
Score: -5001462.500000 Penalty: 3440.204590
	Iteration 21Q: 3 clusters Score -5001462 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 39199 members 
Entering Unmasked Estep 
Score: -5001463.000000 Penalty: 3440.204590
	Iteration 22Q: 3 clusters Score -5001463 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 39205 members 
Entering Unmasked Estep 
Score: -5001471.000000 Penalty: 3440.204590
	Iteration 23Q: 3 clusters Score -5001471 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 39210 members 
Entering Unmasked Estep 
Score: -5001474.000000 Penalty: 3440.204590
	Iteration 24Q: 3 clusters Score -5001474 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 39213 members 
Entering Unmasked Estep 
Score: -5001476.500000 Penalty: 3440.204590
	Iteration 25Q: 3 clusters Score -5001476 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 39215 members 
Entering Unmasked Estep 
Score: -5001482.000000 Penalty: 3440.204590
	Iteration 26Q: 3 clusters Score -5001482 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 39217 members 
Entering Unmasked Estep 
Score: -5001486.500000 Penalty: 3440.204590
	Iteration 27Q: 3 clusters Score -5001486 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 39218 members 
Entering Unmasked Estep 
Score: -5001484.000000 Penalty: 3440.204590
	Iteration 28Q: 3 clusters Score -5001484 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 39218 members 
Entering Unmasked Estep 
Score: -5001484.000000 Penalty: 3440.204590
	Iteration 29F: 3 clusters Score -5001484 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (9323 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9323 members 
Entering Unmasked Estep 
Score: -1247602.375000 Penalty: 1485.288940
	Iteration 0F: 2 clusters Score -1247602 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -1240852.500000 Penalty: 2970.577881
	Iteration 0F: 3 clusters Score -1240852 nChanged 4069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -1242937.250000 Penalty: 2970.577881
	Iteration 1F: 3 clusters Score -1242937 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -1243124.250000 Penalty: 2970.577881
	Iteration 2F: 3 clusters Score -1243124 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -1243250.375000 Penalty: 2970.577881
	Iteration 3Q: 3 clusters Score -1243250 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -1243361.250000 Penalty: 2970.577881
	Iteration 4Q: 3 clusters Score -1243361 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 5311 members 
Entering Unmasked Estep 
Score: -1243463.625000 Penalty: 2970.577881
	Iteration 5Q: 3 clusters Score -1243464 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 5484 members 
Entering Unmasked Estep 
Score: -1243565.625000 Penalty: 2970.577881
	Iteration 6Q: 3 clusters Score -1243566 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 5696 members 
Entering Unmasked Estep 
Score: -1243669.500000 Penalty: 2970.577881
	Iteration 7Q: 3 clusters Score -1243670 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 5924 members 
Entering Unmasked Estep 
Score: -1243772.750000 Penalty: 2970.577881
	Iteration 8Q: 3 clusters Score -1243773 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 6211 members 
Entering Unmasked Estep 
Score: -1243906.125000 Penalty: 2970.577881
	Iteration 9Q: 3 clusters Score -1243906 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 6559 members 
Entering Unmasked Estep 
Score: -1244113.000000 Penalty: 2970.577881
	Iteration 10Q: 3 clusters Score -1244113 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 6963 members 
Entering Unmasked Estep 
Score: -1244378.125000 Penalty: 2970.577881
	Iteration 11Q: 3 clusters Score -1244378 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 7426 members 
Entering Unmasked Estep 
Score: -1244728.125000 Penalty: 2970.577881
	Iteration 12F: 3 clusters Score -1244728 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 7899 members 
Entering Unmasked Estep 
Score: -1245117.250000 Penalty: 2970.577881
	Iteration 13F: 3 clusters Score -1245117 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 8315 members 
Entering Unmasked Estep 
Score: -1245476.500000 Penalty: 2970.577881
	Iteration 14Q: 3 clusters Score -1245476 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 8631 members 
Entering Unmasked Estep 
Score: -1245765.500000 Penalty: 2970.577881
	Iteration 15Q: 3 clusters Score -1245766 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 8838 members 
Entering Unmasked Estep 
Score: -1245968.500000 Penalty: 2970.577881
	Iteration 16Q: 3 clusters Score -1245968 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 8953 members 
Entering Unmasked Estep 
Score: -1246098.750000 Penalty: 2970.577881
	Iteration 17Q: 3 clusters Score -1246099 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 9013 members 
Entering Unmasked Estep 
Score: -1246176.250000 Penalty: 2970.577881
	Iteration 18Q: 3 clusters Score -1246176 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 9048 members 
Entering Unmasked Estep 
Score: -1246220.750000 Penalty: 2970.577881
	Iteration 19Q: 3 clusters Score -1246221 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 9074 members 
Entering Unmasked Estep 
Score: -1246255.750000 Penalty: 2970.577881
	Iteration 20F: 3 clusters Score -1246256 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 9083 members 
Entering Unmasked Estep 
Score: -1246263.875000 Penalty: 2970.577881
	Iteration 21Q: 3 clusters Score -1246264 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 9086 members 
Entering Unmasked Estep 
Score: -1246271.750000 Penalty: 2970.577881
	Iteration 22Q: 3 clusters Score -1246272 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 9087 members 
Entering Unmasked Estep 
Score: -1246273.000000 Penalty: 2970.577881
	Iteration 23Q: 3 clusters Score -1246273 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 9091 members 
Entering Unmasked Estep 
Score: -1246278.625000 Penalty: 2970.577881
	Iteration 24Q: 3 clusters Score -1246279 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 9093 members 
Entering Unmasked Estep 
Score: -1246283.000000 Penalty: 2970.577881
	Iteration 25Q: 3 clusters Score -1246283 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 9096 members 
Entering Unmasked Estep 
Score: -1246285.250000 Penalty: 2970.577881
	Iteration 26Q: 3 clusters Score -1246285 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 9101 members 
Entering Unmasked Estep 
Score: -1246290.125000 Penalty: 2970.577881
	Iteration 27Q: 3 clusters Score -1246290 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 9104 members 
Entering Unmasked Estep 
Score: -1246293.875000 Penalty: 2970.577881
	Iteration 28Q: 3 clusters Score -1246294 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 9106 members 
Entering Unmasked Estep 
Score: -1246295.125000 Penalty: 2970.577881
	Iteration 29Q: 3 clusters Score -1246295 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 9107 members 
Entering Unmasked Estep 
Score: -1246296.500000 Penalty: 2970.577881
	Iteration 30Q: 3 clusters Score -1246296 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 9107 members 
Entering Unmasked Estep 
Score: -1246296.500000 Penalty: 2970.577881
	Iteration 31F: 3 clusters Score -1246296 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (4115 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Entering Unmasked Estep 
Score: -501411.312500 Penalty: 1352.389038
	Iteration 0F: 2 clusters Score -501411.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -497977.000000 Penalty: 2704.778076
	Iteration 0F: 3 clusters Score -497977 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -498919.218750 Penalty: 2704.778076
	Iteration 1F: 3 clusters Score -498919.2 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -499122.562500 Penalty: 2704.778076
	Iteration 2F: 3 clusters Score -499122.6 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -499280.593750 Penalty: 2704.778076
	Iteration 3F: 3 clusters Score -499280.6 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -499392.312500 Penalty: 2704.778076
	Iteration 4Q: 3 clusters Score -499392.3 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -499529.562500 Penalty: 2704.778076
	Iteration 5Q: 3 clusters Score -499529.6 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -499648.250000 Penalty: 2704.778076
	Iteration 6Q: 3 clusters Score -499648.2 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -499761.937500 Penalty: 2704.778076
	Iteration 7Q: 3 clusters Score -499761.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -499835.125000 Penalty: 2704.778076
	Iteration 8Q: 3 clusters Score -499835.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -499899.343750 Penalty: 2704.778076
	Iteration 9Q: 3 clusters Score -499899.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -499953.812500 Penalty: 2704.778076
	Iteration 10Q: 3 clusters Score -499953.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -500015.781250 Penalty: 2704.778076
	Iteration 11Q: 3 clusters Score -500015.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -500075.875000 Penalty: 2704.778076
	Iteration 12Q: 3 clusters Score -500075.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -500125.500000 Penalty: 2704.778076
	Iteration 13Q: 3 clusters Score -500125.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -500173.218750 Penalty: 2704.778076
	Iteration 14Q: 3 clusters Score -500173.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -500215.437500 Penalty: 2704.778076
	Iteration 15Q: 3 clusters Score -500215.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -500248.750000 Penalty: 2704.778076
	Iteration 16Q: 3 clusters Score -500248.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -500272.218750 Penalty: 2704.778076
	Iteration 17Q: 3 clusters Score -500272.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -500294.687500 Penalty: 2704.778076
	Iteration 18Q: 3 clusters Score -500294.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -500314.687500 Penalty: 2704.778076
	Iteration 19Q: 3 clusters Score -500314.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -500337.937500 Penalty: 2704.778076
	Iteration 20F: 3 clusters Score -500337.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -500358.531250 Penalty: 2704.778076
	Iteration 21Q: 3 clusters Score -500358.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -500377.718750 Penalty: 2704.778076
	Iteration 22Q: 3 clusters Score -500377.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -500403.843750 Penalty: 2704.778076
	Iteration 23Q: 3 clusters Score -500403.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -500429.718750 Penalty: 2704.778076
	Iteration 24Q: 3 clusters Score -500429.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -500447.343750 Penalty: 2704.778076
	Iteration 25Q: 3 clusters Score -500447.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -500469.062500 Penalty: 2704.778076
	Iteration 26Q: 3 clusters Score -500469.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -500481.125000 Penalty: 2704.778076
	Iteration 27Q: 3 clusters Score -500481.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -500497.062500 Penalty: 2704.778076
	Iteration 28Q: 3 clusters Score -500497.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -500513.937500 Penalty: 2704.778076
	Iteration 29Q: 3 clusters Score -500513.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -500528.093750 Penalty: 2704.778076
	Iteration 30Q: 3 clusters Score -500528.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -500535.625000 Penalty: 2704.778076
	Iteration 31Q: 3 clusters Score -500535.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -500543.343750 Penalty: 2704.778076
	Iteration 32Q: 3 clusters Score -500543.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -500546.687500 Penalty: 2704.778076
	Iteration 33Q: 3 clusters Score -500546.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -500550.625000 Penalty: 2704.778076
	Iteration 34Q: 3 clusters Score -500550.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -500552.250000 Penalty: 2704.778076
	Iteration 35Q: 3 clusters Score -500552.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -500552.437500 Penalty: 2704.778076
	Iteration 36Q: 3 clusters Score -500552.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -500554.968750 Penalty: 2704.778076
	Iteration 37Q: 3 clusters Score -500555 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -500557.812500 Penalty: 2704.778076
	Iteration 38Q: 3 clusters Score -500557.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -500558.687500 Penalty: 2704.778076
	Iteration 39Q: 3 clusters Score -500558.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -500559.937500 Penalty: 2704.778076
	Iteration 40F: 3 clusters Score -500559.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -500562.000000 Penalty: 2704.778076
	Iteration 41Q: 3 clusters Score -500562 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -500563.218750 Penalty: 2704.778076
	Iteration 42Q: 3 clusters Score -500563.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -500563.906250 Penalty: 2704.778076
	Iteration 43Q: 3 clusters Score -500563.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -500564.500000 Penalty: 2704.778076
	Iteration 44Q: 3 clusters Score -500564.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -500565.281250 Penalty: 2704.778076
	Iteration 45Q: 3 clusters Score -500565.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -500567.250000 Penalty: 2704.778076
	Iteration 46Q: 3 clusters Score -500567.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -500569.000000 Penalty: 2704.778076
	Iteration 47Q: 3 clusters Score -500569 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -500570.187500 Penalty: 2704.778076
	Iteration 48Q: 3 clusters Score -500570.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -500572.937500 Penalty: 2704.778076
	Iteration 49Q: 3 clusters Score -500572.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -500574.500000 Penalty: 2704.778076
	Iteration 50Q: 3 clusters Score -500574.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -500576.718750 Penalty: 2704.778076
	Iteration 51Q: 3 clusters Score -500576.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -500578.343750 Penalty: 2704.778076
	Iteration 52Q: 3 clusters Score -500578.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -500580.218750 Penalty: 2704.778076
	Iteration 53Q: 3 clusters Score -500580.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -500580.875000 Penalty: 2704.778076
	Iteration 54Q: 3 clusters Score -500580.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -500583.781250 Penalty: 2704.778076
	Iteration 55Q: 3 clusters Score -500583.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -500583.656250 Penalty: 2704.778076
	Iteration 56Q: 3 clusters Score -500583.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -500585.406250 Penalty: 2704.778076
	Iteration 57Q: 3 clusters Score -500585.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -500588.656250 Penalty: 2704.778076
	Iteration 58Q: 3 clusters Score -500588.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -500590.750000 Penalty: 2704.778076
	Iteration 59Q: 3 clusters Score -500590.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -500593.343750 Penalty: 2704.778076
	Iteration 60F: 3 clusters Score -500593.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -500595.843750 Penalty: 2704.778076
	Iteration 61Q: 3 clusters Score -500595.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -500599.218750 Penalty: 2704.778076
	Iteration 62Q: 3 clusters Score -500599.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -500602.093750 Penalty: 2704.778076
	Iteration 63Q: 3 clusters Score -500602.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -500605.000000 Penalty: 2704.778076
	Iteration 64Q: 3 clusters Score -500605 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -500606.250000 Penalty: 2704.778076
	Iteration 65Q: 3 clusters Score -500606.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -500610.000000 Penalty: 2704.778076
	Iteration 66Q: 3 clusters Score -500610 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -500615.375000 Penalty: 2704.778076
	Iteration 67Q: 3 clusters Score -500615.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -500622.031250 Penalty: 2704.778076
	Iteration 68Q: 3 clusters Score -500622 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -500632.593750 Penalty: 2704.778076
	Iteration 69Q: 3 clusters Score -500632.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -500640.812500 Penalty: 2704.778076
	Iteration 70Q: 3 clusters Score -500640.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -500650.718750 Penalty: 2704.778076
	Iteration 71Q: 3 clusters Score -500650.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -500657.156250 Penalty: 2704.778076
	Iteration 72Q: 3 clusters Score -500657.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -500667.937500 Penalty: 2704.778076
	Iteration 73Q: 3 clusters Score -500667.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -500678.531250 Penalty: 2704.778076
	Iteration 74Q: 3 clusters Score -500678.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -500683.968750 Penalty: 2704.778076
	Iteration 75Q: 3 clusters Score -500684 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -500696.375000 Penalty: 2704.778076
	Iteration 76Q: 3 clusters Score -500696.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -500712.937500 Penalty: 2704.778076
	Iteration 77Q: 3 clusters Score -500712.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -500743.125000 Penalty: 2704.778076
	Iteration 78Q: 3 clusters Score -500743.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -500802.906250 Penalty: 2704.778076
	Iteration 79Q: 3 clusters Score -500802.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -500838.781250 Penalty: 2704.778076
	Iteration 80F: 3 clusters Score -500838.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -500857.375000 Penalty: 2704.778076
	Iteration 81Q: 3 clusters Score -500857.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -500864.625000 Penalty: 2704.778076
	Iteration 82Q: 3 clusters Score -500864.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -500868.062500 Penalty: 2704.778076
	Iteration 83Q: 3 clusters Score -500868.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -500872.562500 Penalty: 2704.778076
	Iteration 84Q: 3 clusters Score -500872.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -500874.500000 Penalty: 2704.778076
	Iteration 85Q: 3 clusters Score -500874.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -500879.750000 Penalty: 2704.778076
	Iteration 86Q: 3 clusters Score -500879.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -500885.406250 Penalty: 2704.778076
	Iteration 87Q: 3 clusters Score -500885.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -500888.750000 Penalty: 2704.778076
	Iteration 88Q: 3 clusters Score -500888.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -500889.375000 Penalty: 2704.778076
	Iteration 89Q: 3 clusters Score -500889.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -500890.281250 Penalty: 2704.778076
	Iteration 90Q: 3 clusters Score -500890.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -500891.500000 Penalty: 2704.778076
	Iteration 91Q: 3 clusters Score -500891.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -500892.968750 Penalty: 2704.778076
	Iteration 92Q: 3 clusters Score -500893 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -500892.500000 Penalty: 2704.778076
	Iteration 93Q: 3 clusters Score -500892.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -500892.500000 Penalty: 2704.778076
	Iteration 94F: 3 clusters Score -500892.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (8846 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8846 members 
Entering Unmasked Estep 
Score: -1105301.125000 Penalty: 1476.754639
	Iteration 0F: 2 clusters Score -1105301 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -1098816.750000 Penalty: 2953.509277
	Iteration 0F: 3 clusters Score -1098817 nChanged 3790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -1100996.000000 Penalty: 2953.509277
	Iteration 1F: 3 clusters Score -1100996 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -1101347.625000 Penalty: 2953.509277
	Iteration 2F: 3 clusters Score -1101348 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -1101672.000000 Penalty: 2953.509277
	Iteration 3F: 3 clusters Score -1101672 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -1101939.875000 Penalty: 2953.509277
	Iteration 4F: 3 clusters Score -1101940 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5581 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -1102202.375000 Penalty: 2953.509277
	Iteration 5F: 3 clusters Score -1102202 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5863 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -1102436.375000 Penalty: 2953.509277
	Iteration 6F: 3 clusters Score -1102436 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6110 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -1102632.125000 Penalty: 2953.509277
	Iteration 7Q: 3 clusters Score -1102632 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6382 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -1102827.625000 Penalty: 2953.509277
	Iteration 8Q: 3 clusters Score -1102828 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6613 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -1102963.000000 Penalty: 2953.509277
	Iteration 9Q: 3 clusters Score -1102963 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6794 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -1103064.750000 Penalty: 2953.509277
	Iteration 10Q: 3 clusters Score -1103065 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6963 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -1103162.750000 Penalty: 2953.509277
	Iteration 11Q: 3 clusters Score -1103163 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7113 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -1103238.125000 Penalty: 2953.509277
	Iteration 12Q: 3 clusters Score -1103238 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7258 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -1103314.125000 Penalty: 2953.509277
	Iteration 13Q: 3 clusters Score -1103314 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7401 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -1103393.625000 Penalty: 2953.509277
	Iteration 14Q: 3 clusters Score -1103394 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7556 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -1103476.875000 Penalty: 2953.509277
	Iteration 15Q: 3 clusters Score -1103477 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7692 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -1103557.625000 Penalty: 2953.509277
	Iteration 16Q: 3 clusters Score -1103558 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7793 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -1103618.875000 Penalty: 2953.509277
	Iteration 17Q: 3 clusters Score -1103619 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7895 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -1103685.500000 Penalty: 2953.509277
	Iteration 18Q: 3 clusters Score -1103686 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7995 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -1103749.875000 Penalty: 2953.509277
	Iteration 19Q: 3 clusters Score -1103750 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8086 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -1103804.750000 Penalty: 2953.509277
	Iteration 20F: 3 clusters Score -1103805 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8155 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -1103839.750000 Penalty: 2953.509277
	Iteration 21Q: 3 clusters Score -1103840 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8206 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -1103876.000000 Penalty: 2953.509277
	Iteration 22Q: 3 clusters Score -1103876 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8246 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -1103902.000000 Penalty: 2953.509277
	Iteration 23Q: 3 clusters Score -1103902 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8285 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -1103928.000000 Penalty: 2953.509277
	Iteration 24Q: 3 clusters Score -1103928 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8317 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -1103947.875000 Penalty: 2953.509277
	Iteration 25Q: 3 clusters Score -1103948 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8345 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -1103969.875000 Penalty: 2953.509277
	Iteration 26Q: 3 clusters Score -1103970 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8365 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -1103984.625000 Penalty: 2953.509277
	Iteration 27Q: 3 clusters Score -1103985 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8381 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -1103999.375000 Penalty: 2953.509277
	Iteration 28Q: 3 clusters Score -1103999 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8392 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -1104002.375000 Penalty: 2953.509277
	Iteration 29Q: 3 clusters Score -1104002 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8403 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -1104011.750000 Penalty: 2953.509277
	Iteration 30Q: 3 clusters Score -1104012 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8414 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -1104020.625000 Penalty: 2953.509277
	Iteration 31Q: 3 clusters Score -1104021 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8418 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -1104023.250000 Penalty: 2953.509277
	Iteration 32Q: 3 clusters Score -1104023 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8420 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -1104023.875000 Penalty: 2953.509277
	Iteration 33Q: 3 clusters Score -1104024 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8420 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -1104024.500000 Penalty: 2953.509277
	Iteration 34Q: 3 clusters Score -1104024 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8421 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -1104024.125000 Penalty: 2953.509277
	Iteration 35Q: 3 clusters Score -1104024 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8422 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -1104024.125000 Penalty: 2953.509277
	Iteration 36Q: 3 clusters Score -1104024 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8423 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -1104026.250000 Penalty: 2953.509277
	Iteration 37Q: 3 clusters Score -1104026 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8425 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -1104026.000000 Penalty: 2953.509277
	Iteration 38Q: 3 clusters Score -1104026 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8426 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -1104027.875000 Penalty: 2953.509277
	Iteration 39Q: 3 clusters Score -1104028 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8427 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -1104028.375000 Penalty: 2953.509277
	Iteration 40F: 3 clusters Score -1104028 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8428 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -1104029.500000 Penalty: 2953.509277
	Iteration 41Q: 3 clusters Score -1104030 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8429 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -1104030.875000 Penalty: 2953.509277
	Iteration 42Q: 3 clusters Score -1104031 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8431 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -1104033.875000 Penalty: 2953.509277
	Iteration 43Q: 3 clusters Score -1104034 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8434 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -1104034.750000 Penalty: 2953.509277
	Iteration 44Q: 3 clusters Score -1104035 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8437 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -1104036.500000 Penalty: 2953.509277
	Iteration 45Q: 3 clusters Score -1104036 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8439 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -1104037.500000 Penalty: 2953.509277
	Iteration 46Q: 3 clusters Score -1104038 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8440 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -1104036.875000 Penalty: 2953.509277
	Iteration 47Q: 3 clusters Score -1104037 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8441 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -1104038.125000 Penalty: 2953.509277
	Iteration 48Q: 3 clusters Score -1104038 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8441 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -1104038.125000 Penalty: 2953.509277
	Iteration 49F: 3 clusters Score -1104038 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (3839 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Entering Unmasked Estep 
Score: -471679.187500 Penalty: 1341.107178
	Iteration 0F: 2 clusters Score -471679.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -468412.812500 Penalty: 2682.214355
	Iteration 0F: 3 clusters Score -468412.8 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -469232.718750 Penalty: 2682.214355
	Iteration 1F: 3 clusters Score -469232.7 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -469402.562500 Penalty: 2682.214355
	Iteration 2F: 3 clusters Score -469402.6 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -469534.437500 Penalty: 2682.214355
	Iteration 3F: 3 clusters Score -469534.4 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -469638.593750 Penalty: 2682.214355
	Iteration 4Q: 3 clusters Score -469638.6 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -469739.156250 Penalty: 2682.214355
	Iteration 5Q: 3 clusters Score -469739.2 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -469834.468750 Penalty: 2682.214355
	Iteration 6Q: 3 clusters Score -469834.5 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -469917.343750 Penalty: 2682.214355
	Iteration 7Q: 3 clusters Score -469917.3 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -469989.531250 Penalty: 2682.214355
	Iteration 8Q: 3 clusters Score -469989.5 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -470052.156250 Penalty: 2682.214355
	Iteration 9Q: 3 clusters Score -470052.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -470105.125000 Penalty: 2682.214355
	Iteration 10Q: 3 clusters Score -470105.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -470168.593750 Penalty: 2682.214355
	Iteration 11Q: 3 clusters Score -470168.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -470220.125000 Penalty: 2682.214355
	Iteration 12Q: 3 clusters Score -470220.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -470256.187500 Penalty: 2682.214355
	Iteration 13Q: 3 clusters Score -470256.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -470291.156250 Penalty: 2682.214355
	Iteration 14Q: 3 clusters Score -470291.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -470326.687500 Penalty: 2682.214355
	Iteration 15Q: 3 clusters Score -470326.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -470366.375000 Penalty: 2682.214355
	Iteration 16Q: 3 clusters Score -470366.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -470392.312500 Penalty: 2682.214355
	Iteration 17Q: 3 clusters Score -470392.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -470416.500000 Penalty: 2682.214355
	Iteration 18Q: 3 clusters Score -470416.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -470435.218750 Penalty: 2682.214355
	Iteration 19Q: 3 clusters Score -470435.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -470451.781250 Penalty: 2682.214355
	Iteration 20F: 3 clusters Score -470451.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -470468.781250 Penalty: 2682.214355
	Iteration 21Q: 3 clusters Score -470468.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -470479.687500 Penalty: 2682.214355
	Iteration 22Q: 3 clusters Score -470479.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -470485.187500 Penalty: 2682.214355
	Iteration 23Q: 3 clusters Score -470485.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -470491.968750 Penalty: 2682.214355
	Iteration 24Q: 3 clusters Score -470492 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -470499.218750 Penalty: 2682.214355
	Iteration 25Q: 3 clusters Score -470499.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -470511.937500 Penalty: 2682.214355
	Iteration 26Q: 3 clusters Score -470511.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -470517.718750 Penalty: 2682.214355
	Iteration 27Q: 3 clusters Score -470517.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -470522.312500 Penalty: 2682.214355
	Iteration 28Q: 3 clusters Score -470522.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -470526.906250 Penalty: 2682.214355
	Iteration 29Q: 3 clusters Score -470526.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -470532.093750 Penalty: 2682.214355
	Iteration 30Q: 3 clusters Score -470532.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -470535.562500 Penalty: 2682.214355
	Iteration 31Q: 3 clusters Score -470535.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -470540.156250 Penalty: 2682.214355
	Iteration 32Q: 3 clusters Score -470540.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -470548.125000 Penalty: 2682.214355
	Iteration 33Q: 3 clusters Score -470548.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -470555.812500 Penalty: 2682.214355
	Iteration 34Q: 3 clusters Score -470555.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -470560.375000 Penalty: 2682.214355
	Iteration 35Q: 3 clusters Score -470560.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -470564.750000 Penalty: 2682.214355
	Iteration 36Q: 3 clusters Score -470564.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -470572.531250 Penalty: 2682.214355
	Iteration 37Q: 3 clusters Score -470572.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -470578.125000 Penalty: 2682.214355
	Iteration 38Q: 3 clusters Score -470578.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -470583.281250 Penalty: 2682.214355
	Iteration 39Q: 3 clusters Score -470583.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -470590.250000 Penalty: 2682.214355
	Iteration 40F: 3 clusters Score -470590.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -470595.343750 Penalty: 2682.214355
	Iteration 41Q: 3 clusters Score -470595.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -470602.250000 Penalty: 2682.214355
	Iteration 42Q: 3 clusters Score -470602.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -470607.906250 Penalty: 2682.214355
	Iteration 43Q: 3 clusters Score -470607.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -470614.250000 Penalty: 2682.214355
	Iteration 44Q: 3 clusters Score -470614.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -470619.875000 Penalty: 2682.214355
	Iteration 45Q: 3 clusters Score -470619.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -470629.281250 Penalty: 2682.214355
	Iteration 46Q: 3 clusters Score -470629.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -470636.593750 Penalty: 2682.214355
	Iteration 47Q: 3 clusters Score -470636.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -470644.093750 Penalty: 2682.214355
	Iteration 48Q: 3 clusters Score -470644.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -470647.875000 Penalty: 2682.214355
	Iteration 49Q: 3 clusters Score -470647.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -470656.156250 Penalty: 2682.214355
	Iteration 50Q: 3 clusters Score -470656.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -470662.875000 Penalty: 2682.214355
	Iteration 51Q: 3 clusters Score -470662.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -470673.812500 Penalty: 2682.214355
	Iteration 52Q: 3 clusters Score -470673.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -470679.500000 Penalty: 2682.214355
	Iteration 53Q: 3 clusters Score -470679.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -470684.000000 Penalty: 2682.214355
	Iteration 54Q: 3 clusters Score -470684 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -470687.656250 Penalty: 2682.214355
	Iteration 55Q: 3 clusters Score -470687.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -470691.093750 Penalty: 2682.214355
	Iteration 56Q: 3 clusters Score -470691.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -470691.250000 Penalty: 2682.214355
	Iteration 57Q: 3 clusters Score -470691.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -470692.687500 Penalty: 2682.214355
	Iteration 58Q: 3 clusters Score -470692.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -470692.906250 Penalty: 2682.214355
	Iteration 59Q: 3 clusters Score -470692.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -470693.156250 Penalty: 2682.214355
	Iteration 60F: 3 clusters Score -470693.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -470695.250000 Penalty: 2682.214355
	Iteration 61Q: 3 clusters Score -470695.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -470696.406250 Penalty: 2682.214355
	Iteration 62Q: 3 clusters Score -470696.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -470697.875000 Penalty: 2682.214355
	Iteration 63Q: 3 clusters Score -470697.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -470699.437500 Penalty: 2682.214355
	Iteration 64Q: 3 clusters Score -470699.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -470699.312500 Penalty: 2682.214355
	Iteration 65Q: 3 clusters Score -470699.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -470699.843750 Penalty: 2682.214355
	Iteration 66Q: 3 clusters Score -470699.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -470699.843750 Penalty: 2682.214355
	Iteration 67F: 3 clusters Score -470699.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (7707 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7707 members 
Entering Unmasked Estep 
Score: -868394.937500 Penalty: 1454.356201
	Iteration 0F: 2 clusters Score -868394.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -862748.562500 Penalty: 2908.712402
	Iteration 0F: 3 clusters Score -862748.6 nChanged 3285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -864744.000000 Penalty: 2908.712402
	Iteration 1F: 3 clusters Score -864744 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -865120.875000 Penalty: 2908.712402
	Iteration 2F: 3 clusters Score -865120.9 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -865456.875000 Penalty: 2908.712402
	Iteration 3F: 3 clusters Score -865456.9 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -865739.125000 Penalty: 2908.712402
	Iteration 4F: 3 clusters Score -865739.1 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -866018.125000 Penalty: 2908.712402
	Iteration 5F: 3 clusters Score -866018.1 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -866276.937500 Penalty: 2908.712402
	Iteration 6Q: 3 clusters Score -866276.9 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -866553.750000 Penalty: 2908.712402
	Iteration 7Q: 3 clusters Score -866553.8 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -866782.687500 Penalty: 2908.712402
	Iteration 8Q: 3 clusters Score -866782.7 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
Score: -866925.375000 Penalty: 2908.712402
	Iteration 9Q: 3 clusters Score -866925.4 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -867023.562500 Penalty: 2908.712402
	Iteration 10Q: 3 clusters Score -867023.6 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 4924 members 
Entering Unmasked Estep 
Score: -867084.500000 Penalty: 2908.712402
	Iteration 11Q: 3 clusters Score -867084.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -867124.500000 Penalty: 2908.712402
	Iteration 12Q: 3 clusters Score -867124.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -867149.000000 Penalty: 2908.712402
	Iteration 13Q: 3 clusters Score -867149 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -867166.125000 Penalty: 2908.712402
	Iteration 14Q: 3 clusters Score -867166.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -867177.062500 Penalty: 2908.712402
	Iteration 15Q: 3 clusters Score -867177.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -867190.312500 Penalty: 2908.712402
	Iteration 16Q: 3 clusters Score -867190.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 5061 members 
Entering Unmasked Estep 
Score: -867200.500000 Penalty: 2908.712402
	Iteration 17Q: 3 clusters Score -867200.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -867208.812500 Penalty: 2908.712402
	Iteration 18Q: 3 clusters Score -867208.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 5096 members 
Entering Unmasked Estep 
Score: -867211.562500 Penalty: 2908.712402
	Iteration 19Q: 3 clusters Score -867211.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -867214.750000 Penalty: 2908.712402
	Iteration 20F: 3 clusters Score -867214.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -867219.187500 Penalty: 2908.712402
	Iteration 21Q: 3 clusters Score -867219.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -867223.875000 Penalty: 2908.712402
	Iteration 22Q: 3 clusters Score -867223.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -867229.062500 Penalty: 2908.712402
	Iteration 23Q: 3 clusters Score -867229.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -867230.750000 Penalty: 2908.712402
	Iteration 24Q: 3 clusters Score -867230.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 5141 members 
Entering Unmasked Estep 
Score: -867232.750000 Penalty: 2908.712402
	Iteration 25Q: 3 clusters Score -867232.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -867234.687500 Penalty: 2908.712402
	Iteration 26Q: 3 clusters Score -867234.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 5156 members 
Entering Unmasked Estep 
Score: -867236.250000 Penalty: 2908.712402
	Iteration 27Q: 3 clusters Score -867236.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 5161 members 
Entering Unmasked Estep 
Score: -867238.750000 Penalty: 2908.712402
	Iteration 28Q: 3 clusters Score -867238.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 5164 members 
Entering Unmasked Estep 
Score: -867239.875000 Penalty: 2908.712402
	Iteration 29Q: 3 clusters Score -867239.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -867240.687500 Penalty: 2908.712402
	Iteration 30Q: 3 clusters Score -867240.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 5171 members 
Entering Unmasked Estep 
Score: -867244.125000 Penalty: 2908.712402
	Iteration 31Q: 3 clusters Score -867244.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 5177 members 
Entering Unmasked Estep 
Score: -867245.500000 Penalty: 2908.712402
	Iteration 32Q: 3 clusters Score -867245.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 5181 members 
Entering Unmasked Estep 
Score: -867243.937500 Penalty: 2908.712402
	Iteration 33Q: 3 clusters Score -867243.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 5184 members 
Entering Unmasked Estep 
Score: -867244.437500 Penalty: 2908.712402
	Iteration 34Q: 3 clusters Score -867244.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -867246.125000 Penalty: 2908.712402
	Iteration 35Q: 3 clusters Score -867246.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 5191 members 
Entering Unmasked Estep 
Score: -867246.000000 Penalty: 2908.712402
	Iteration 36Q: 3 clusters Score -867246 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 5193 members 
Entering Unmasked Estep 
Score: -867245.875000 Penalty: 2908.712402
	Iteration 37Q: 3 clusters Score -867245.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 5193 members 
Entering Unmasked Estep 
Score: -867245.875000 Penalty: 2908.712402
	Iteration 38F: 3 clusters Score -867245.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (6677 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6677 members 
Entering Unmasked Estep 
Score: -844486.812500 Penalty: 1431.043945
	Iteration 0F: 2 clusters Score -844486.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -839388.812500 Penalty: 2862.087891
	Iteration 0F: 3 clusters Score -839388.8 nChanged 2836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -840924.875000 Penalty: 2862.087891
	Iteration 1F: 3 clusters Score -840924.9 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -841094.875000 Penalty: 2862.087891
	Iteration 2F: 3 clusters Score -841094.9 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -841206.375000 Penalty: 2862.087891
	Iteration 3Q: 3 clusters Score -841206.4 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -841295.625000 Penalty: 2862.087891
	Iteration 4Q: 3 clusters Score -841295.6 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -841367.250000 Penalty: 2862.087891
	Iteration 5Q: 3 clusters Score -841367.2 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -841440.375000 Penalty: 2862.087891
	Iteration 6Q: 3 clusters Score -841440.4 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -841543.312500 Penalty: 2862.087891
	Iteration 7Q: 3 clusters Score -841543.3 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -841666.250000 Penalty: 2862.087891
	Iteration 8Q: 3 clusters Score -841666.2 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -841790.062500 Penalty: 2862.087891
	Iteration 9Q: 3 clusters Score -841790.1 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -841930.062500 Penalty: 2862.087891
	Iteration 10Q: 3 clusters Score -841930.1 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -842069.937500 Penalty: 2862.087891
	Iteration 11Q: 3 clusters Score -842069.9 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -842206.625000 Penalty: 2862.087891
	Iteration 12Q: 3 clusters Score -842206.6 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -842340.312500 Penalty: 2862.087891
	Iteration 13Q: 3 clusters Score -842340.3 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 5198 members 
Entering Unmasked Estep 
Score: -842459.500000 Penalty: 2862.087891
	Iteration 14Q: 3 clusters Score -842459.5 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 5374 members 
Entering Unmasked Estep 
Score: -842571.687500 Penalty: 2862.087891
	Iteration 15Q: 3 clusters Score -842571.7 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 5521 members 
Entering Unmasked Estep 
Score: -842665.250000 Penalty: 2862.087891
	Iteration 16Q: 3 clusters Score -842665.2 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 5665 members 
Entering Unmasked Estep 
Score: -842760.687500 Penalty: 2862.087891
	Iteration 17Q: 3 clusters Score -842760.7 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 5792 members 
Entering Unmasked Estep 
Score: -842840.937500 Penalty: 2862.087891
	Iteration 18Q: 3 clusters Score -842840.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 5893 members 
Entering Unmasked Estep 
Score: -842909.187500 Penalty: 2862.087891
	Iteration 19Q: 3 clusters Score -842909.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 5984 members 
Entering Unmasked Estep 
Score: -842968.687500 Penalty: 2862.087891
	Iteration 20F: 3 clusters Score -842968.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 6058 members 
Entering Unmasked Estep 
Score: -843021.312500 Penalty: 2862.087891
	Iteration 21Q: 3 clusters Score -843021.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 6129 members 
Entering Unmasked Estep 
Score: -843069.312500 Penalty: 2862.087891
	Iteration 22Q: 3 clusters Score -843069.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 6184 members 
Entering Unmasked Estep 
Score: -843102.500000 Penalty: 2862.087891
	Iteration 23Q: 3 clusters Score -843102.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 6222 members 
Entering Unmasked Estep 
Score: -843130.750000 Penalty: 2862.087891
	Iteration 24Q: 3 clusters Score -843130.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 6251 members 
Entering Unmasked Estep 
Score: -843149.812500 Penalty: 2862.087891
	Iteration 25Q: 3 clusters Score -843149.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 6265 members 
Entering Unmasked Estep 
Score: -843162.625000 Penalty: 2862.087891
	Iteration 26Q: 3 clusters Score -843162.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 6290 members 
Entering Unmasked Estep 
Score: -843182.625000 Penalty: 2862.087891
	Iteration 27Q: 3 clusters Score -843182.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 6307 members 
Entering Unmasked Estep 
Score: -843196.812500 Penalty: 2862.087891
	Iteration 28Q: 3 clusters Score -843196.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 6322 members 
Entering Unmasked Estep 
Score: -843208.187500 Penalty: 2862.087891
	Iteration 29Q: 3 clusters Score -843208.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 6329 members 
Entering Unmasked Estep 
Score: -843215.125000 Penalty: 2862.087891
	Iteration 30Q: 3 clusters Score -843215.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 6337 members 
Entering Unmasked Estep 
Score: -843223.750000 Penalty: 2862.087891
	Iteration 31Q: 3 clusters Score -843223.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 6347 members 
Entering Unmasked Estep 
Score: -843232.875000 Penalty: 2862.087891
	Iteration 32Q: 3 clusters Score -843232.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 6353 members 
Entering Unmasked Estep 
Score: -843239.312500 Penalty: 2862.087891
	Iteration 33Q: 3 clusters Score -843239.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 6357 members 
Entering Unmasked Estep 
Score: -843246.375000 Penalty: 2862.087891
	Iteration 34Q: 3 clusters Score -843246.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 6359 members 
Entering Unmasked Estep 
Score: -843248.875000 Penalty: 2862.087891
	Iteration 35Q: 3 clusters Score -843248.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 6361 members 
Entering Unmasked Estep 
Score: -843250.562500 Penalty: 2862.087891
	Iteration 36Q: 3 clusters Score -843250.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 6364 members 
Entering Unmasked Estep 
Score: -843252.812500 Penalty: 2862.087891
	Iteration 37Q: 3 clusters Score -843252.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 6367 members 
Entering Unmasked Estep 
Score: -843256.312500 Penalty: 2862.087891
	Iteration 38Q: 3 clusters Score -843256.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 6368 members 
Entering Unmasked Estep 
Score: -843259.187500 Penalty: 2862.087891
	Iteration 39Q: 3 clusters Score -843259.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 6371 members 
Entering Unmasked Estep 
Score: -843261.375000 Penalty: 2862.087891
	Iteration 40F: 3 clusters Score -843261.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 6372 members 
Entering Unmasked Estep 
Score: -843261.625000 Penalty: 2862.087891
	Iteration 41Q: 3 clusters Score -843261.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 6373 members 
Entering Unmasked Estep 
Score: -843263.312500 Penalty: 2862.087891
	Iteration 42Q: 3 clusters Score -843263.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 6375 members 
Entering Unmasked Estep 
Score: -843265.062500 Penalty: 2862.087891
	Iteration 43Q: 3 clusters Score -843265.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 6376 members 
Entering Unmasked Estep 
Score: -843264.250000 Penalty: 2862.087891
	Iteration 44Q: 3 clusters Score -843264.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 6377 members 
Entering Unmasked Estep 
Score: -843264.437500 Penalty: 2862.087891
	Iteration 45Q: 3 clusters Score -843264.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 6377 members 
Entering Unmasked Estep 
Score: -843264.437500 Penalty: 2862.087891
	Iteration 46F: 3 clusters Score -843264.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (23477 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23477 members 
Entering Unmasked Estep 
Score: -2962677.500000 Penalty: 1635.363647
	Iteration 0F: 2 clusters Score -2962678 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11629 members 
Mstep: Class 2 contains 11848 members 
Entering Unmasked Estep 
Score: -2946796.250000 Penalty: 3270.727295
	Iteration 0F: 3 clusters Score -2946796 nChanged 10741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10598 members 
Mstep: Class 2 contains 12879 members 
Entering Unmasked Estep 
Score: -2953087.250000 Penalty: 3270.727295
	Iteration 1F: 3 clusters Score -2953087 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9916 members 
Mstep: Class 2 contains 13561 members 
Entering Unmasked Estep 
Score: -2954074.000000 Penalty: 3270.727295
	Iteration 2F: 3 clusters Score -2954074 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8863 members 
Mstep: Class 2 contains 14614 members 
Entering Unmasked Estep 
Score: -2955216.750000 Penalty: 3270.727295
	Iteration 3F: 3 clusters Score -2955217 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7470 members 
Mstep: Class 2 contains 16007 members 
Entering Unmasked Estep 
Score: -2956580.000000 Penalty: 3270.727295
	Iteration 4F: 3 clusters Score -2956580 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5946 members 
Mstep: Class 2 contains 17531 members 
Entering Unmasked Estep 
Score: -2958034.000000 Penalty: 3270.727295
	Iteration 5F: 3 clusters Score -2958034 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 19033 members 
Entering Unmasked Estep 
Score: -2959444.500000 Penalty: 3270.727295
	Iteration 6F: 3 clusters Score -2959444 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 20287 members 
Entering Unmasked Estep 
Score: -2960591.500000 Penalty: 3270.727295
	Iteration 7F: 3 clusters Score -2960592 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 21118 members 
Entering Unmasked Estep 
Score: -2961348.250000 Penalty: 3270.727295
	Iteration 8Q: 3 clusters Score -2961348 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 21676 members 
Entering Unmasked Estep 
Score: -2961825.500000 Penalty: 3270.727295
	Iteration 9Q: 3 clusters Score -2961826 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 21998 members 
Entering Unmasked Estep 
Score: -2962073.250000 Penalty: 3270.727295
	Iteration 10Q: 3 clusters Score -2962073 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 22207 members 
Entering Unmasked Estep 
Score: -2962223.500000 Penalty: 3270.727295
	Iteration 11Q: 3 clusters Score -2962224 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 22348 members 
Entering Unmasked Estep 
Score: -2962332.000000 Penalty: 3270.727295
	Iteration 12Q: 3 clusters Score -2962332 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 22450 members 
Entering Unmasked Estep 
Score: -2962404.000000 Penalty: 3270.727295
	Iteration 13Q: 3 clusters Score -2962404 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 22504 members 
Entering Unmasked Estep 
Score: -2962440.500000 Penalty: 3270.727295
	Iteration 14Q: 3 clusters Score -2962440 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 22550 members 
Entering Unmasked Estep 
Score: -2962466.250000 Penalty: 3270.727295
	Iteration 15Q: 3 clusters Score -2962466 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 22586 members 
Entering Unmasked Estep 
Score: -2962498.000000 Penalty: 3270.727295
	Iteration 16Q: 3 clusters Score -2962498 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 22620 members 
Entering Unmasked Estep 
Score: -2962534.000000 Penalty: 3270.727295
	Iteration 17Q: 3 clusters Score -2962534 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 22662 members 
Entering Unmasked Estep 
Score: -2962575.000000 Penalty: 3270.727295
	Iteration 18Q: 3 clusters Score -2962575 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 22694 members 
Entering Unmasked Estep 
Score: -2962592.750000 Penalty: 3270.727295
	Iteration 19Q: 3 clusters Score -2962593 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 22716 members 
Entering Unmasked Estep 
Score: -2962614.250000 Penalty: 3270.727295
	Iteration 20F: 3 clusters Score -2962614 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 22738 members 
Entering Unmasked Estep 
Score: -2962628.000000 Penalty: 3270.727295
	Iteration 21Q: 3 clusters Score -2962628 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 22753 members 
Entering Unmasked Estep 
Score: -2962634.750000 Penalty: 3270.727295
	Iteration 22Q: 3 clusters Score -2962635 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 22764 members 
Entering Unmasked Estep 
Score: -2962639.000000 Penalty: 3270.727295
	Iteration 23Q: 3 clusters Score -2962639 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 22771 members 
Entering Unmasked Estep 
Score: -2962638.500000 Penalty: 3270.727295
	Iteration 24Q: 3 clusters Score -2962638 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 22775 members 
Entering Unmasked Estep 
Score: -2962639.750000 Penalty: 3270.727295
	Iteration 25Q: 3 clusters Score -2962640 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 22778 members 
Entering Unmasked Estep 
Score: -2962637.000000 Penalty: 3270.727295
	Iteration 26Q: 3 clusters Score -2962637 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 22781 members 
Entering Unmasked Estep 
Score: -2962639.750000 Penalty: 3270.727295
	Iteration 27Q: 3 clusters Score -2962640 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 22784 members 
Entering Unmasked Estep 
Score: -2962643.500000 Penalty: 3270.727295
	Iteration 28Q: 3 clusters Score -2962644 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 22785 members 
Entering Unmasked Estep 
Score: -2962639.250000 Penalty: 3270.727295
	Iteration 29Q: 3 clusters Score -2962639 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 22786 members 
Entering Unmasked Estep 
Score: -2962640.250000 Penalty: 3270.727295
	Iteration 30Q: 3 clusters Score -2962640 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 22786 members 
Entering Unmasked Estep 
Score: -2962640.250000 Penalty: 3270.727295
	Iteration 31F: 3 clusters Score -2962640 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (39930 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39930 members 
Entering Unmasked Estep 
Score: -5053769.000000 Penalty: 1721.668457
	Iteration 0F: 2 clusters Score -5053769 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19934 members 
Mstep: Class 2 contains 19996 members 
Entering Unmasked Estep 
Score: -5027169.000000 Penalty: 3443.336914
	Iteration 0F: 3 clusters Score -5027169 nChanged 18554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19794 members 
Mstep: Class 2 contains 20136 members 
Entering Unmasked Estep 
Score: -5037663.000000 Penalty: 3443.336914
	Iteration 1F: 3 clusters Score -5037663 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19644 members 
Mstep: Class 2 contains 20286 members 
Entering Unmasked Estep 
Score: -5038293.000000 Penalty: 3443.336914
	Iteration 2Q: 3 clusters Score -5038293 nChanged 1801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19355 members 
Mstep: Class 2 contains 20575 members 
Entering Unmasked Estep 
Score: -5038996.000000 Penalty: 3443.336914
	Iteration 3Q: 3 clusters Score -5038996 nChanged 1854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18929 members 
Mstep: Class 2 contains 21001 members 
Entering Unmasked Estep 
Score: -5039805.500000 Penalty: 3443.336914
	Iteration 4Q: 3 clusters Score -5039806 nChanged 1959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18226 members 
Mstep: Class 2 contains 21704 members 
Entering Unmasked Estep 
Score: -5040771.000000 Penalty: 3443.336914
	Iteration 5Q: 3 clusters Score -5040771 nChanged 2068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17344 members 
Mstep: Class 2 contains 22586 members 
Entering Unmasked Estep 
Score: -5041879.500000 Penalty: 3443.336914
	Iteration 6F: 3 clusters Score -5041880 nChanged 2147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16229 members 
Mstep: Class 2 contains 23701 members 
Entering Unmasked Estep 
Score: -5043134.000000 Penalty: 3443.336914
	Iteration 7F: 3 clusters Score -5043134 nChanged 2120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15031 members 
Mstep: Class 2 contains 24899 members 
Entering Unmasked Estep 
Score: -5044571.000000 Penalty: 3443.336914
	Iteration 8F: 3 clusters Score -5044571 nChanged 2230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13777 members 
Mstep: Class 2 contains 26153 members 
Entering Unmasked Estep 
Score: -5046272.500000 Penalty: 3443.336914
	Iteration 9F: 3 clusters Score -5046272 nChanged 1980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12683 members 
Mstep: Class 2 contains 27247 members 
Entering Unmasked Estep 
Score: -5047652.500000 Penalty: 3443.336914
	Iteration 10Q: 3 clusters Score -5047652 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11744 members 
Mstep: Class 2 contains 28186 members 
Entering Unmasked Estep 
Score: -5048653.500000 Penalty: 3443.336914
	Iteration 11Q: 3 clusters Score -5048654 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10851 members 
Mstep: Class 2 contains 29079 members 
Entering Unmasked Estep 
Score: -5049333.000000 Penalty: 3443.336914
	Iteration 12Q: 3 clusters Score -5049333 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10046 members 
Mstep: Class 2 contains 29884 members 
Entering Unmasked Estep 
Score: -5049862.500000 Penalty: 3443.336914
	Iteration 13Q: 3 clusters Score -5049862 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9297 members 
Mstep: Class 2 contains 30633 members 
Entering Unmasked Estep 
Score: -5050330.500000 Penalty: 3443.336914
	Iteration 14Q: 3 clusters Score -5050330 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8581 members 
Mstep: Class 2 contains 31349 members 
Entering Unmasked Estep 
Score: -5050763.000000 Penalty: 3443.336914
	Iteration 15Q: 3 clusters Score -5050763 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7901 members 
Mstep: Class 2 contains 32029 members 
Entering Unmasked Estep 
Score: -5051224.000000 Penalty: 3443.336914
	Iteration 16Q: 3 clusters Score -5051224 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7257 members 
Mstep: Class 2 contains 32673 members 
Entering Unmasked Estep 
Score: -5051684.000000 Penalty: 3443.336914
	Iteration 17Q: 3 clusters Score -5051684 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6725 members 
Mstep: Class 2 contains 33205 members 
Entering Unmasked Estep 
Score: -5052066.500000 Penalty: 3443.336914
	Iteration 18Q: 3 clusters Score -5052066 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6296 members 
Mstep: Class 2 contains 33634 members 
Entering Unmasked Estep 
Score: -5052345.500000 Penalty: 3443.336914
	Iteration 19Q: 3 clusters Score -5052346 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5942 members 
Mstep: Class 2 contains 33988 members 
Entering Unmasked Estep 
Score: -5052512.000000 Penalty: 3443.336914
	Iteration 20F: 3 clusters Score -5052512 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5693 members 
Mstep: Class 2 contains 34237 members 
Entering Unmasked Estep 
Score: -5052627.000000 Penalty: 3443.336914
	Iteration 21Q: 3 clusters Score -5052627 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 34447 members 
Entering Unmasked Estep 
Score: -5052689.500000 Penalty: 3443.336914
	Iteration 22Q: 3 clusters Score -5052690 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5315 members 
Mstep: Class 2 contains 34615 members 
Entering Unmasked Estep 
Score: -5052745.500000 Penalty: 3443.336914
	Iteration 23Q: 3 clusters Score -5052746 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5187 members 
Mstep: Class 2 contains 34743 members 
Entering Unmasked Estep 
Score: -5052754.500000 Penalty: 3443.336914
	Iteration 24Q: 3 clusters Score -5052754 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 34856 members 
Entering Unmasked Estep 
Score: -5052786.000000 Penalty: 3443.336914
	Iteration 25Q: 3 clusters Score -5052786 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 34941 members 
Entering Unmasked Estep 
Score: -5052800.500000 Penalty: 3443.336914
	Iteration 26Q: 3 clusters Score -5052800 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 34998 members 
Entering Unmasked Estep 
Score: -5052811.000000 Penalty: 3443.336914
	Iteration 27Q: 3 clusters Score -5052811 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 35050 members 
Entering Unmasked Estep 
Score: -5052834.500000 Penalty: 3443.336914
	Iteration 28Q: 3 clusters Score -5052834 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 35097 members 
Entering Unmasked Estep 
Score: -5052830.000000 Penalty: 3443.336914
	Iteration 29Q: 3 clusters Score -5052830 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 35145 members 
Entering Unmasked Estep 
Score: -5052842.500000 Penalty: 3443.336914
	Iteration 30Q: 3 clusters Score -5052842 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 35189 members 
Entering Unmasked Estep 
Score: -5052843.500000 Penalty: 3443.336914
	Iteration 31Q: 3 clusters Score -5052844 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 35250 members 
Entering Unmasked Estep 
Score: -5052862.000000 Penalty: 3443.336914
	Iteration 32Q: 3 clusters Score -5052862 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 35305 members 
Entering Unmasked Estep 
Score: -5052857.500000 Penalty: 3443.336914
	Iteration 33Q: 3 clusters Score -5052858 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 35363 members 
Entering Unmasked Estep 
Score: -5052851.000000 Penalty: 3443.336914
	Iteration 34Q: 3 clusters Score -5052851 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 35427 members 
Entering Unmasked Estep 
Score: -5052853.000000 Penalty: 3443.336914
	Iteration 35Q: 3 clusters Score -5052853 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 35492 members 
Entering Unmasked Estep 
Score: -5052857.000000 Penalty: 3443.336914
	Iteration 36Q: 3 clusters Score -5052857 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 35543 members 
Entering Unmasked Estep 
Score: -5052860.500000 Penalty: 3443.336914
	Iteration 37Q: 3 clusters Score -5052860 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 35595 members 
Entering Unmasked Estep 
Score: -5052875.500000 Penalty: 3443.336914
	Iteration 38Q: 3 clusters Score -5052876 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 35642 members 
Entering Unmasked Estep 
Score: -5052867.500000 Penalty: 3443.336914
	Iteration 39Q: 3 clusters Score -5052868 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 35684 members 
Entering Unmasked Estep 
Score: -5052877.000000 Penalty: 3443.336914
	Iteration 40F: 3 clusters Score -5052877 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 35729 members 
Entering Unmasked Estep 
Score: -5052896.000000 Penalty: 3443.336914
	Iteration 41Q: 3 clusters Score -5052896 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 35783 members 
Entering Unmasked Estep 
Score: -5052905.500000 Penalty: 3443.336914
	Iteration 42Q: 3 clusters Score -5052906 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 35848 members 
Entering Unmasked Estep 
Score: -5052914.500000 Penalty: 3443.336914
	Iteration 43Q: 3 clusters Score -5052914 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 35902 members 
Entering Unmasked Estep 
Score: -5052913.500000 Penalty: 3443.336914
	Iteration 44Q: 3 clusters Score -5052914 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 35955 members 
Entering Unmasked Estep 
Score: -5052917.500000 Penalty: 3443.336914
	Iteration 45Q: 3 clusters Score -5052918 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 36004 members 
Entering Unmasked Estep 
Score: -5052928.500000 Penalty: 3443.336914
	Iteration 46Q: 3 clusters Score -5052928 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 36048 members 
Entering Unmasked Estep 
Score: -5052929.500000 Penalty: 3443.336914
	Iteration 47Q: 3 clusters Score -5052930 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 36086 members 
Entering Unmasked Estep 
Score: -5052942.500000 Penalty: 3443.336914
	Iteration 48Q: 3 clusters Score -5052942 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 36123 members 
Entering Unmasked Estep 
Score: -5052942.000000 Penalty: 3443.336914
	Iteration 49Q: 3 clusters Score -5052942 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 36160 members 
Entering Unmasked Estep 
Score: -5052958.000000 Penalty: 3443.336914
	Iteration 50Q: 3 clusters Score -5052958 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 36195 members 
Entering Unmasked Estep 
Score: -5052952.500000 Penalty: 3443.336914
	Iteration 51Q: 3 clusters Score -5052952 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 36217 members 
Entering Unmasked Estep 
Score: -5052952.000000 Penalty: 3443.336914
	Iteration 52Q: 3 clusters Score -5052952 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 36232 members 
Entering Unmasked Estep 
Score: -5052952.500000 Penalty: 3443.336914
	Iteration 53Q: 3 clusters Score -5052952 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 36254 members 
Entering Unmasked Estep 
Score: -5052954.500000 Penalty: 3443.336914
	Iteration 54Q: 3 clusters Score -5052954 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 36273 members 
Entering Unmasked Estep 
Score: -5052965.000000 Penalty: 3443.336914
	Iteration 55Q: 3 clusters Score -5052965 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 36295 members 
Entering Unmasked Estep 
Score: -5052970.500000 Penalty: 3443.336914
	Iteration 56Q: 3 clusters Score -5052970 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 36312 members 
Entering Unmasked Estep 
Score: -5052965.000000 Penalty: 3443.336914
	Iteration 57Q: 3 clusters Score -5052965 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 36325 members 
Entering Unmasked Estep 
Score: -5052973.000000 Penalty: 3443.336914
	Iteration 58Q: 3 clusters Score -5052973 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 36336 members 
Entering Unmasked Estep 
Score: -5052971.000000 Penalty: 3443.336914
	Iteration 59Q: 3 clusters Score -5052971 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 36350 members 
Entering Unmasked Estep 
Score: -5052968.000000 Penalty: 3443.336914
	Iteration 60F: 3 clusters Score -5052968 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 36357 members 
Entering Unmasked Estep 
Score: -5052966.000000 Penalty: 3443.336914
	Iteration 61Q: 3 clusters Score -5052966 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 36365 members 
Entering Unmasked Estep 
Score: -5052967.000000 Penalty: 3443.336914
	Iteration 62Q: 3 clusters Score -5052967 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 36372 members 
Entering Unmasked Estep 
Score: -5052963.000000 Penalty: 3443.336914
	Iteration 63Q: 3 clusters Score -5052963 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 36377 members 
Entering Unmasked Estep 
Score: -5052962.500000 Penalty: 3443.336914
	Iteration 64Q: 3 clusters Score -5052962 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 36383 members 
Entering Unmasked Estep 
Score: -5052967.000000 Penalty: 3443.336914
	Iteration 65Q: 3 clusters Score -5052967 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 36387 members 
Entering Unmasked Estep 
Score: -5052967.500000 Penalty: 3443.336914
	Iteration 66Q: 3 clusters Score -5052968 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 36388 members 
Entering Unmasked Estep 
Score: -5052966.500000 Penalty: 3443.336914
	Iteration 67Q: 3 clusters Score -5052966 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 36388 members 
Entering Unmasked Estep 
Score: -5052966.500000 Penalty: 3443.336914
	Iteration 68F: 3 clusters Score -5052966 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (17863 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17863 members 
Entering Unmasked Estep 
Score: -2248982.000000 Penalty: 1590.954224
	Iteration 0F: 2 clusters Score -2248982 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8867 members 
Mstep: Class 2 contains 8996 members 
Entering Unmasked Estep 
Score: -2236800.000000 Penalty: 3181.908447
	Iteration 0F: 3 clusters Score -2236800 nChanged 7931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8666 members 
Mstep: Class 2 contains 9197 members 
Entering Unmasked Estep 
Score: -2241025.000000 Penalty: 3181.908447
	Iteration 1F: 3 clusters Score -2241025 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8618 members 
Mstep: Class 2 contains 9245 members 
Entering Unmasked Estep 
Score: -2241336.000000 Penalty: 3181.908447
	Iteration 2Q: 3 clusters Score -2241336 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8526 members 
Mstep: Class 2 contains 9337 members 
Entering Unmasked Estep 
Score: -2241636.000000 Penalty: 3181.908447
	Iteration 3Q: 3 clusters Score -2241636 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8408 members 
Mstep: Class 2 contains 9455 members 
Entering Unmasked Estep 
Score: -2241938.500000 Penalty: 3181.908447
	Iteration 4Q: 3 clusters Score -2241938 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8260 members 
Mstep: Class 2 contains 9603 members 
Entering Unmasked Estep 
Score: -2242313.000000 Penalty: 3181.908447
	Iteration 5Q: 3 clusters Score -2242313 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8092 members 
Mstep: Class 2 contains 9771 members 
Entering Unmasked Estep 
Score: -2242772.250000 Penalty: 3181.908447
	Iteration 6Q: 3 clusters Score -2242772 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7879 members 
Mstep: Class 2 contains 9984 members 
Entering Unmasked Estep 
Score: -2243260.250000 Penalty: 3181.908447
	Iteration 7Q: 3 clusters Score -2243260 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7593 members 
Mstep: Class 2 contains 10270 members 
Entering Unmasked Estep 
Score: -2243817.500000 Penalty: 3181.908447
	Iteration 8F: 3 clusters Score -2243818 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7279 members 
Mstep: Class 2 contains 10584 members 
Entering Unmasked Estep 
Score: -2244314.000000 Penalty: 3181.908447
	Iteration 9Q: 3 clusters Score -2244314 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6893 members 
Mstep: Class 2 contains 10970 members 
Entering Unmasked Estep 
Score: -2244756.750000 Penalty: 3181.908447
	Iteration 10Q: 3 clusters Score -2244757 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 11391 members 
Entering Unmasked Estep 
Score: -2245140.750000 Penalty: 3181.908447
	Iteration 11Q: 3 clusters Score -2245141 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6011 members 
Mstep: Class 2 contains 11852 members 
Entering Unmasked Estep 
Score: -2245472.250000 Penalty: 3181.908447
	Iteration 12Q: 3 clusters Score -2245472 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5550 members 
Mstep: Class 2 contains 12313 members 
Entering Unmasked Estep 
Score: -2245763.000000 Penalty: 3181.908447
	Iteration 13Q: 3 clusters Score -2245763 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 12763 members 
Entering Unmasked Estep 
Score: -2246044.750000 Penalty: 3181.908447
	Iteration 14Q: 3 clusters Score -2246045 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 13224 members 
Entering Unmasked Estep 
Score: -2246366.500000 Penalty: 3181.908447
	Iteration 15Q: 3 clusters Score -2246366 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 13694 members 
Entering Unmasked Estep 
Score: -2246749.750000 Penalty: 3181.908447
	Iteration 16Q: 3 clusters Score -2246750 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 14110 members 
Entering Unmasked Estep 
Score: -2247204.250000 Penalty: 3181.908447
	Iteration 17Q: 3 clusters Score -2247204 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 14428 members 
Entering Unmasked Estep 
Score: -2247585.250000 Penalty: 3181.908447
	Iteration 18Q: 3 clusters Score -2247585 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 14656 members 
Entering Unmasked Estep 
Score: -2247805.000000 Penalty: 3181.908447
	Iteration 19Q: 3 clusters Score -2247805 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 14820 members 
Entering Unmasked Estep 
Score: -2247938.000000 Penalty: 3181.908447
	Iteration 20F: 3 clusters Score -2247938 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 14930 members 
Entering Unmasked Estep 
Score: -2248012.500000 Penalty: 3181.908447
	Iteration 21Q: 3 clusters Score -2248012 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 14991 members 
Entering Unmasked Estep 
Score: -2248050.000000 Penalty: 3181.908447
	Iteration 22Q: 3 clusters Score -2248050 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 15032 members 
Entering Unmasked Estep 
Score: -2248075.000000 Penalty: 3181.908447
	Iteration 23Q: 3 clusters Score -2248075 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 15044 members 
Entering Unmasked Estep 
Score: -2248089.500000 Penalty: 3181.908447
	Iteration 24Q: 3 clusters Score -2248090 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 15053 members 
Entering Unmasked Estep 
Score: -2248106.000000 Penalty: 3181.908447
	Iteration 25Q: 3 clusters Score -2248106 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 15064 members 
Entering Unmasked Estep 
Score: -2248105.500000 Penalty: 3181.908447
	Iteration 26Q: 3 clusters Score -2248106 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 15072 members 
Entering Unmasked Estep 
Score: -2248107.750000 Penalty: 3181.908447
	Iteration 27Q: 3 clusters Score -2248108 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 15084 members 
Entering Unmasked Estep 
Score: -2248105.750000 Penalty: 3181.908447
	Iteration 28Q: 3 clusters Score -2248106 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 15096 members 
Entering Unmasked Estep 
Score: -2248111.000000 Penalty: 3181.908447
	Iteration 29Q: 3 clusters Score -2248111 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 15097 members 
Entering Unmasked Estep 
Score: -2248113.750000 Penalty: 3181.908447
	Iteration 30Q: 3 clusters Score -2248114 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 15097 members 
Entering Unmasked Estep 
Score: -2248117.500000 Penalty: 3181.908447
	Iteration 31Q: 3 clusters Score -2248118 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 15099 members 
Entering Unmasked Estep 
Score: -2248115.250000 Penalty: 3181.908447
	Iteration 32Q: 3 clusters Score -2248115 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 15101 members 
Entering Unmasked Estep 
Score: -2248116.250000 Penalty: 3181.908447
	Iteration 33Q: 3 clusters Score -2248116 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 15100 members 
Entering Unmasked Estep 
Score: -2248112.000000 Penalty: 3181.908447
	Iteration 34Q: 3 clusters Score -2248112 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 15101 members 
Entering Unmasked Estep 
Score: -2248112.250000 Penalty: 3181.908447
	Iteration 35Q: 3 clusters Score -2248112 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 15102 members 
Entering Unmasked Estep 
Score: -2248113.250000 Penalty: 3181.908447
	Iteration 36Q: 3 clusters Score -2248113 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 15104 members 
Entering Unmasked Estep 
Score: -2248116.250000 Penalty: 3181.908447
	Iteration 37Q: 3 clusters Score -2248116 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 15104 members 
Entering Unmasked Estep 
Score: -2248116.250000 Penalty: 3181.908447
	Iteration 38F: 3 clusters Score -2248116 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (5153 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Entering Unmasked Estep 
Score: -623520.562500 Penalty: 1388.941895
	Iteration 0F: 2 clusters Score -623520.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -619421.875000 Penalty: 2777.883789
	Iteration 0F: 3 clusters Score -619421.9 nChanged 2086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -620759.750000 Penalty: 2777.883789
	Iteration 1F: 3 clusters Score -620759.8 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -621156.937500 Penalty: 2777.883789
	Iteration 2F: 3 clusters Score -621156.9 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -621482.875000 Penalty: 2777.883789
	Iteration 3F: 3 clusters Score -621482.9 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -621752.937500 Penalty: 2777.883789
	Iteration 4F: 3 clusters Score -621752.9 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -622018.375000 Penalty: 2777.883789
	Iteration 5F: 3 clusters Score -622018.4 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -622245.500000 Penalty: 2777.883789
	Iteration 6F: 3 clusters Score -622245.5 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -622425.062500 Penalty: 2777.883789
	Iteration 7Q: 3 clusters Score -622425.1 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -622586.625000 Penalty: 2777.883789
	Iteration 8Q: 3 clusters Score -622586.6 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -622706.812500 Penalty: 2777.883789
	Iteration 9Q: 3 clusters Score -622706.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -622806.937500 Penalty: 2777.883789
	Iteration 10Q: 3 clusters Score -622806.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -622876.062500 Penalty: 2777.883789
	Iteration 11Q: 3 clusters Score -622876.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -622954.000000 Penalty: 2777.883789
	Iteration 12Q: 3 clusters Score -622954 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -623022.000000 Penalty: 2777.883789
	Iteration 13Q: 3 clusters Score -623022 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -623070.437500 Penalty: 2777.883789
	Iteration 14Q: 3 clusters Score -623070.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -623102.312500 Penalty: 2777.883789
	Iteration 15Q: 3 clusters Score -623102.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -623135.625000 Penalty: 2777.883789
	Iteration 16Q: 3 clusters Score -623135.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -623159.500000 Penalty: 2777.883789
	Iteration 17Q: 3 clusters Score -623159.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -623167.750000 Penalty: 2777.883789
	Iteration 18Q: 3 clusters Score -623167.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -623171.875000 Penalty: 2777.883789
	Iteration 19Q: 3 clusters Score -623171.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -623173.750000 Penalty: 2777.883789
	Iteration 20F: 3 clusters Score -623173.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -623175.250000 Penalty: 2777.883789
	Iteration 21Q: 3 clusters Score -623175.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -623177.187500 Penalty: 2777.883789
	Iteration 22Q: 3 clusters Score -623177.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -623178.562500 Penalty: 2777.883789
	Iteration 23Q: 3 clusters Score -623178.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -623178.812500 Penalty: 2777.883789
	Iteration 24Q: 3 clusters Score -623178.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -623180.812500 Penalty: 2777.883789
	Iteration 25Q: 3 clusters Score -623180.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -623181.687500 Penalty: 2777.883789
	Iteration 26Q: 3 clusters Score -623181.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -623181.562500 Penalty: 2777.883789
	Iteration 27Q: 3 clusters Score -623181.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -623181.750000 Penalty: 2777.883789
	Iteration 28Q: 3 clusters Score -623181.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -623183.500000 Penalty: 2777.883789
	Iteration 29Q: 3 clusters Score -623183.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -623184.250000 Penalty: 2777.883789
	Iteration 30Q: 3 clusters Score -623184.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -623186.562500 Penalty: 2777.883789
	Iteration 31Q: 3 clusters Score -623186.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -623190.125000 Penalty: 2777.883789
	Iteration 32Q: 3 clusters Score -623190.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -623191.062500 Penalty: 2777.883789
	Iteration 33Q: 3 clusters Score -623191.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -623195.875000 Penalty: 2777.883789
	Iteration 34Q: 3 clusters Score -623195.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -623199.125000 Penalty: 2777.883789
	Iteration 35Q: 3 clusters Score -623199.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -623201.000000 Penalty: 2777.883789
	Iteration 36Q: 3 clusters Score -623201 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -623202.687500 Penalty: 2777.883789
	Iteration 37Q: 3 clusters Score -623202.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -623202.562500 Penalty: 2777.883789
	Iteration 38Q: 3 clusters Score -623202.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -623202.062500 Penalty: 2777.883789
	Iteration 39Q: 3 clusters Score -623202.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -623203.312500 Penalty: 2777.883789
	Iteration 40F: 3 clusters Score -623203.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -623202.812500 Penalty: 2777.883789
	Iteration 41Q: 3 clusters Score -623202.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -623202.812500 Penalty: 2777.883789
	Iteration 42F: 3 clusters Score -623202.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (11405 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11405 members 
Entering Unmasked Estep 
Score: -1455559.625000 Penalty: 1518.043701
	Iteration 0F: 2 clusters Score -1455560 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5702 members 
Mstep: Class 2 contains 5703 members 
Entering Unmasked Estep 
Score: -1447546.250000 Penalty: 3036.087402
	Iteration 0F: 3 clusters Score -1447546 nChanged 4926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5736 members 
Mstep: Class 2 contains 5669 members 
Entering Unmasked Estep 
Score: -1450269.500000 Penalty: 3036.087402
	Iteration 1F: 3 clusters Score -1450270 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5813 members 
Mstep: Class 2 contains 5592 members 
Entering Unmasked Estep 
Score: -1450569.500000 Penalty: 3036.087402
	Iteration 2F: 3 clusters Score -1450570 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5923 members 
Mstep: Class 2 contains 5482 members 
Entering Unmasked Estep 
Score: -1450799.000000 Penalty: 3036.087402
	Iteration 3Q: 3 clusters Score -1450799 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6088 members 
Mstep: Class 2 contains 5317 members 
Entering Unmasked Estep 
Score: -1451012.000000 Penalty: 3036.087402
	Iteration 4Q: 3 clusters Score -1451012 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6274 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -1451209.750000 Penalty: 3036.087402
	Iteration 5Q: 3 clusters Score -1451210 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6460 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -1451427.125000 Penalty: 3036.087402
	Iteration 6Q: 3 clusters Score -1451427 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6641 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -1451653.375000 Penalty: 3036.087402
	Iteration 7Q: 3 clusters Score -1451653 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6842 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -1451904.125000 Penalty: 3036.087402
	Iteration 8Q: 3 clusters Score -1451904 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7065 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -1452204.750000 Penalty: 3036.087402
	Iteration 9Q: 3 clusters Score -1452205 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7295 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -1452514.875000 Penalty: 3036.087402
	Iteration 10Q: 3 clusters Score -1452515 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7531 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -1452779.375000 Penalty: 3036.087402
	Iteration 11Q: 3 clusters Score -1452779 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7737 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -1452987.875000 Penalty: 3036.087402
	Iteration 12Q: 3 clusters Score -1452988 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7910 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -1453149.375000 Penalty: 3036.087402
	Iteration 13Q: 3 clusters Score -1453149 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8044 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -1453244.375000 Penalty: 3036.087402
	Iteration 14Q: 3 clusters Score -1453244 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8157 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -1453312.000000 Penalty: 3036.087402
	Iteration 15Q: 3 clusters Score -1453312 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8283 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -1453372.625000 Penalty: 3036.087402
	Iteration 16Q: 3 clusters Score -1453373 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8421 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -1453423.750000 Penalty: 3036.087402
	Iteration 17Q: 3 clusters Score -1453424 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8547 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -1453466.750000 Penalty: 3036.087402
	Iteration 18Q: 3 clusters Score -1453467 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8652 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -1453502.250000 Penalty: 3036.087402
	Iteration 19Q: 3 clusters Score -1453502 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8756 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -1453539.625000 Penalty: 3036.087402
	Iteration 20F: 3 clusters Score -1453540 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8855 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -1453569.250000 Penalty: 3036.087402
	Iteration 21Q: 3 clusters Score -1453569 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8934 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -1453594.500000 Penalty: 3036.087402
	Iteration 22Q: 3 clusters Score -1453594 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9015 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -1453613.500000 Penalty: 3036.087402
	Iteration 23Q: 3 clusters Score -1453614 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9096 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -1453639.375000 Penalty: 3036.087402
	Iteration 24Q: 3 clusters Score -1453639 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9168 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -1453656.875000 Penalty: 3036.087402
	Iteration 25Q: 3 clusters Score -1453657 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9229 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -1453672.625000 Penalty: 3036.087402
	Iteration 26Q: 3 clusters Score -1453673 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9286 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -1453687.500000 Penalty: 3036.087402
	Iteration 27Q: 3 clusters Score -1453688 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9348 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -1453703.500000 Penalty: 3036.087402
	Iteration 28Q: 3 clusters Score -1453704 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9402 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -1453715.875000 Penalty: 3036.087402
	Iteration 29Q: 3 clusters Score -1453716 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9468 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -1453735.125000 Penalty: 3036.087402
	Iteration 30Q: 3 clusters Score -1453735 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9536 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -1453758.500000 Penalty: 3036.087402
	Iteration 31Q: 3 clusters Score -1453758 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9604 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -1453779.250000 Penalty: 3036.087402
	Iteration 32Q: 3 clusters Score -1453779 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9670 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -1453798.000000 Penalty: 3036.087402
	Iteration 33Q: 3 clusters Score -1453798 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9731 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -1453813.750000 Penalty: 3036.087402
	Iteration 34Q: 3 clusters Score -1453814 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9796 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -1453832.625000 Penalty: 3036.087402
	Iteration 35Q: 3 clusters Score -1453833 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9856 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -1453851.875000 Penalty: 3036.087402
	Iteration 36Q: 3 clusters Score -1453852 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9909 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -1453869.750000 Penalty: 3036.087402
	Iteration 37Q: 3 clusters Score -1453870 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9954 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -1453882.000000 Penalty: 3036.087402
	Iteration 38Q: 3 clusters Score -1453882 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9998 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -1453899.750000 Penalty: 3036.087402
	Iteration 39Q: 3 clusters Score -1453900 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10051 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -1453920.500000 Penalty: 3036.087402
	Iteration 40F: 3 clusters Score -1453920 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10104 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -1453931.125000 Penalty: 3036.087402
	Iteration 41Q: 3 clusters Score -1453931 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10145 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -1453941.625000 Penalty: 3036.087402
	Iteration 42Q: 3 clusters Score -1453942 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10171 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -1453946.125000 Penalty: 3036.087402
	Iteration 43Q: 3 clusters Score -1453946 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10203 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -1453961.750000 Penalty: 3036.087402
	Iteration 44Q: 3 clusters Score -1453962 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10238 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -1453970.125000 Penalty: 3036.087402
	Iteration 45Q: 3 clusters Score -1453970 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10265 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -1453983.750000 Penalty: 3036.087402
	Iteration 46Q: 3 clusters Score -1453984 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10300 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -1453996.125000 Penalty: 3036.087402
	Iteration 47Q: 3 clusters Score -1453996 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10335 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -1454010.250000 Penalty: 3036.087402
	Iteration 48Q: 3 clusters Score -1454010 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10364 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -1454018.875000 Penalty: 3036.087402
	Iteration 49Q: 3 clusters Score -1454019 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10389 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -1454028.500000 Penalty: 3036.087402
	Iteration 50Q: 3 clusters Score -1454028 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10415 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -1454035.500000 Penalty: 3036.087402
	Iteration 51Q: 3 clusters Score -1454036 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10432 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -1454039.500000 Penalty: 3036.087402
	Iteration 52Q: 3 clusters Score -1454040 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10450 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -1454044.500000 Penalty: 3036.087402
	Iteration 53Q: 3 clusters Score -1454044 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10468 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -1454053.125000 Penalty: 3036.087402
	Iteration 54Q: 3 clusters Score -1454053 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10490 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -1454059.125000 Penalty: 3036.087402
	Iteration 55Q: 3 clusters Score -1454059 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10510 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -1454062.500000 Penalty: 3036.087402
	Iteration 56Q: 3 clusters Score -1454062 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10524 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -1454064.625000 Penalty: 3036.087402
	Iteration 57Q: 3 clusters Score -1454065 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10542 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -1454078.750000 Penalty: 3036.087402
	Iteration 58Q: 3 clusters Score -1454079 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10562 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -1454079.000000 Penalty: 3036.087402
	Iteration 59Q: 3 clusters Score -1454079 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10578 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -1454086.625000 Penalty: 3036.087402
	Iteration 60F: 3 clusters Score -1454087 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10597 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -1454093.875000 Penalty: 3036.087402
	Iteration 61Q: 3 clusters Score -1454094 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10622 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -1454106.375000 Penalty: 3036.087402
	Iteration 62Q: 3 clusters Score -1454106 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10637 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -1454111.750000 Penalty: 3036.087402
	Iteration 63Q: 3 clusters Score -1454112 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10652 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -1454116.750000 Penalty: 3036.087402
	Iteration 64Q: 3 clusters Score -1454117 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10669 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -1454125.875000 Penalty: 3036.087402
	Iteration 65Q: 3 clusters Score -1454126 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10674 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -1454125.375000 Penalty: 3036.087402
	Iteration 66Q: 3 clusters Score -1454125 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10680 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -1454128.125000 Penalty: 3036.087402
	Iteration 67Q: 3 clusters Score -1454128 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10690 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -1454135.500000 Penalty: 3036.087402
	Iteration 68Q: 3 clusters Score -1454136 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10696 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -1454136.000000 Penalty: 3036.087402
	Iteration 69Q: 3 clusters Score -1454136 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10701 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -1454136.625000 Penalty: 3036.087402
	Iteration 70Q: 3 clusters Score -1454137 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10706 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -1454140.250000 Penalty: 3036.087402
	Iteration 71Q: 3 clusters Score -1454140 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10716 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -1454142.750000 Penalty: 3036.087402
	Iteration 72Q: 3 clusters Score -1454143 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10727 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -1454149.125000 Penalty: 3036.087402
	Iteration 73Q: 3 clusters Score -1454149 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10741 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -1454154.875000 Penalty: 3036.087402
	Iteration 74Q: 3 clusters Score -1454155 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10754 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -1454161.625000 Penalty: 3036.087402
	Iteration 75Q: 3 clusters Score -1454162 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10770 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -1454165.875000 Penalty: 3036.087402
	Iteration 76Q: 3 clusters Score -1454166 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10784 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -1454172.750000 Penalty: 3036.087402
	Iteration 77Q: 3 clusters Score -1454173 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10794 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -1454179.750000 Penalty: 3036.087402
	Iteration 78Q: 3 clusters Score -1454180 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10806 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -1454184.625000 Penalty: 3036.087402
	Iteration 79Q: 3 clusters Score -1454185 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10816 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -1454188.750000 Penalty: 3036.087402
	Iteration 80F: 3 clusters Score -1454189 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10830 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -1454195.750000 Penalty: 3036.087402
	Iteration 81Q: 3 clusters Score -1454196 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10838 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -1454196.500000 Penalty: 3036.087402
	Iteration 82Q: 3 clusters Score -1454196 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10843 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -1454202.000000 Penalty: 3036.087402
	Iteration 83Q: 3 clusters Score -1454202 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10847 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -1454205.625000 Penalty: 3036.087402
	Iteration 84Q: 3 clusters Score -1454206 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10855 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -1454207.500000 Penalty: 3036.087402
	Iteration 85Q: 3 clusters Score -1454208 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10864 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -1454211.375000 Penalty: 3036.087402
	Iteration 86Q: 3 clusters Score -1454211 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10872 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -1454215.750000 Penalty: 3036.087402
	Iteration 87Q: 3 clusters Score -1454216 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10875 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -1454217.500000 Penalty: 3036.087402
	Iteration 88Q: 3 clusters Score -1454218 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10877 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -1454217.750000 Penalty: 3036.087402
	Iteration 89Q: 3 clusters Score -1454218 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10880 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -1454218.375000 Penalty: 3036.087402
	Iteration 90Q: 3 clusters Score -1454218 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10883 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -1454219.875000 Penalty: 3036.087402
	Iteration 91Q: 3 clusters Score -1454220 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10884 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -1454218.500000 Penalty: 3036.087402
	Iteration 92Q: 3 clusters Score -1454218 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10886 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -1454220.750000 Penalty: 3036.087402
	Iteration 93Q: 3 clusters Score -1454221 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10888 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -1454224.000000 Penalty: 3036.087402
	Iteration 94Q: 3 clusters Score -1454224 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10889 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -1454226.125000 Penalty: 3036.087402
	Iteration 95Q: 3 clusters Score -1454226 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10890 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -1454226.125000 Penalty: 3036.087402
	Iteration 96Q: 3 clusters Score -1454226 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10891 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -1454226.250000 Penalty: 3036.087402
	Iteration 97Q: 3 clusters Score -1454226 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10892 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -1454227.625000 Penalty: 3036.087402
	Iteration 98Q: 3 clusters Score -1454228 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10892 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -1454227.625000 Penalty: 3036.087402
	Iteration 99F: 3 clusters Score -1454228 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (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: -290918.250000 Penalty: 1267.726074
	Iteration 0F: 2 clusters Score -290918.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -288536.062500 Penalty: 2535.452148
	Iteration 0F: 3 clusters Score -288536.1 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -289180.250000 Penalty: 2535.452148
	Iteration 1F: 3 clusters Score -289180.2 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -289334.187500 Penalty: 2535.452148
	Iteration 2F: 3 clusters Score -289334.2 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -289448.687500 Penalty: 2535.452148
	Iteration 3F: 3 clusters Score -289448.7 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -289527.531250 Penalty: 2535.452148
	Iteration 4Q: 3 clusters Score -289527.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -289593.093750 Penalty: 2535.452148
	Iteration 5Q: 3 clusters Score -289593.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -289652.656250 Penalty: 2535.452148
	Iteration 6Q: 3 clusters Score -289652.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -289696.875000 Penalty: 2535.452148
	Iteration 7Q: 3 clusters Score -289696.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -289735.812500 Penalty: 2535.452148
	Iteration 8Q: 3 clusters Score -289735.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -289764.687500 Penalty: 2535.452148
	Iteration 9Q: 3 clusters Score -289764.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -289789.218750 Penalty: 2535.452148
	Iteration 10Q: 3 clusters Score -289789.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -289810.093750 Penalty: 2535.452148
	Iteration 11Q: 3 clusters Score -289810.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -289824.343750 Penalty: 2535.452148
	Iteration 12Q: 3 clusters Score -289824.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -289839.031250 Penalty: 2535.452148
	Iteration 13Q: 3 clusters Score -289839 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -289849.781250 Penalty: 2535.452148
	Iteration 14Q: 3 clusters Score -289849.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -289860.500000 Penalty: 2535.452148
	Iteration 15Q: 3 clusters Score -289860.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -289867.687500 Penalty: 2535.452148
	Iteration 16Q: 3 clusters Score -289867.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -289872.687500 Penalty: 2535.452148
	Iteration 17Q: 3 clusters Score -289872.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -289876.468750 Penalty: 2535.452148
	Iteration 18Q: 3 clusters Score -289876.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -289878.218750 Penalty: 2535.452148
	Iteration 19Q: 3 clusters Score -289878.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -289878.781250 Penalty: 2535.452148
	Iteration 20F: 3 clusters Score -289878.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -289880.687500 Penalty: 2535.452148
	Iteration 21Q: 3 clusters Score -289880.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -289881.406250 Penalty: 2535.452148
	Iteration 22Q: 3 clusters Score -289881.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -289883.000000 Penalty: 2535.452148
	Iteration 23Q: 3 clusters Score -289883 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -289884.031250 Penalty: 2535.452148
	Iteration 24Q: 3 clusters Score -289884 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -289886.875000 Penalty: 2535.452148
	Iteration 25Q: 3 clusters Score -289886.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -289888.031250 Penalty: 2535.452148
	Iteration 26Q: 3 clusters Score -289888 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -289890.250000 Penalty: 2535.452148
	Iteration 27Q: 3 clusters Score -289890.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -289891.312500 Penalty: 2535.452148
	Iteration 28Q: 3 clusters Score -289891.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -289893.125000 Penalty: 2535.452148
	Iteration 29Q: 3 clusters Score -289893.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -289894.593750 Penalty: 2535.452148
	Iteration 30Q: 3 clusters Score -289894.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -289897.343750 Penalty: 2535.452148
	Iteration 31Q: 3 clusters Score -289897.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -289901.437500 Penalty: 2535.452148
	Iteration 32Q: 3 clusters Score -289901.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -289906.406250 Penalty: 2535.452148
	Iteration 33Q: 3 clusters Score -289906.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -289910.437500 Penalty: 2535.452148
	Iteration 34Q: 3 clusters Score -289910.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -289915.593750 Penalty: 2535.452148
	Iteration 35Q: 3 clusters Score -289915.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -289919.781250 Penalty: 2535.452148
	Iteration 36Q: 3 clusters Score -289919.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -289921.500000 Penalty: 2535.452148
	Iteration 37Q: 3 clusters Score -289921.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -289925.312500 Penalty: 2535.452148
	Iteration 38Q: 3 clusters Score -289925.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -289926.156250 Penalty: 2535.452148
	Iteration 39Q: 3 clusters Score -289926.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -289928.531250 Penalty: 2535.452148
	Iteration 40F: 3 clusters Score -289928.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -289930.750000 Penalty: 2535.452148
	Iteration 41Q: 3 clusters Score -289930.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -289933.875000 Penalty: 2535.452148
	Iteration 42Q: 3 clusters Score -289933.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -289937.625000 Penalty: 2535.452148
	Iteration 43Q: 3 clusters Score -289937.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -289940.625000 Penalty: 2535.452148
	Iteration 44Q: 3 clusters Score -289940.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -289946.468750 Penalty: 2535.452148
	Iteration 45Q: 3 clusters Score -289946.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -289956.156250 Penalty: 2535.452148
	Iteration 46Q: 3 clusters Score -289956.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -289967.375000 Penalty: 2535.452148
	Iteration 47Q: 3 clusters Score -289967.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -289978.937500 Penalty: 2535.452148
	Iteration 48Q: 3 clusters Score -289978.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -289986.625000 Penalty: 2535.452148
	Iteration 49Q: 3 clusters Score -289986.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -289991.750000 Penalty: 2535.452148
	Iteration 50Q: 3 clusters Score -289991.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -289999.500000 Penalty: 2535.452148
	Iteration 51Q: 3 clusters Score -289999.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -290003.062500 Penalty: 2535.452148
	Iteration 52Q: 3 clusters Score -290003.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -290006.718750 Penalty: 2535.452148
	Iteration 53Q: 3 clusters Score -290006.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -290013.531250 Penalty: 2535.452148
	Iteration 54Q: 3 clusters Score -290013.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -290017.812500 Penalty: 2535.452148
	Iteration 55Q: 3 clusters Score -290017.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -290021.437500 Penalty: 2535.452148
	Iteration 56Q: 3 clusters Score -290021.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -290025.687500 Penalty: 2535.452148
	Iteration 57Q: 3 clusters Score -290025.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -290029.593750 Penalty: 2535.452148
	Iteration 58Q: 3 clusters Score -290029.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -290033.406250 Penalty: 2535.452148
	Iteration 59Q: 3 clusters Score -290033.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -290034.562500 Penalty: 2535.452148
	Iteration 60F: 3 clusters Score -290034.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -290035.218750 Penalty: 2535.452148
	Iteration 61Q: 3 clusters Score -290035.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -290035.062500 Penalty: 2535.452148
	Iteration 62Q: 3 clusters Score -290035.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -290037.375000 Penalty: 2535.452148
	Iteration 63Q: 3 clusters Score -290037.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -290037.343750 Penalty: 2535.452148
	Iteration 64Q: 3 clusters Score -290037.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -290037.468750 Penalty: 2535.452148
	Iteration 65Q: 3 clusters Score -290037.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -290037.468750 Penalty: 2535.452148
	Iteration 66F: 3 clusters Score -290037.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (2749 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Entering Unmasked Estep 
Score: -333736.968750 Penalty: 1286.836304
	Iteration 0F: 2 clusters Score -333737 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -331201.562500 Penalty: 2573.672607
	Iteration 0F: 3 clusters Score -331201.6 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -331814.437500 Penalty: 2573.672607
	Iteration 1F: 3 clusters Score -331814.4 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -331943.187500 Penalty: 2573.672607
	Iteration 2F: 3 clusters Score -331943.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -332030.062500 Penalty: 2573.672607
	Iteration 3Q: 3 clusters Score -332030.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -332097.000000 Penalty: 2573.672607
	Iteration 4Q: 3 clusters Score -332097 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -332154.625000 Penalty: 2573.672607
	Iteration 5Q: 3 clusters Score -332154.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -332208.625000 Penalty: 2573.672607
	Iteration 6Q: 3 clusters Score -332208.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -332254.156250 Penalty: 2573.672607
	Iteration 7Q: 3 clusters Score -332254.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -332299.468750 Penalty: 2573.672607
	Iteration 8Q: 3 clusters Score -332299.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -332330.625000 Penalty: 2573.672607
	Iteration 9Q: 3 clusters Score -332330.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -332358.687500 Penalty: 2573.672607
	Iteration 10Q: 3 clusters Score -332358.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -332393.125000 Penalty: 2573.672607
	Iteration 11Q: 3 clusters Score -332393.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -332414.250000 Penalty: 2573.672607
	Iteration 12Q: 3 clusters Score -332414.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -332427.906250 Penalty: 2573.672607
	Iteration 13Q: 3 clusters Score -332427.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -332435.656250 Penalty: 2573.672607
	Iteration 14Q: 3 clusters Score -332435.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -332443.343750 Penalty: 2573.672607
	Iteration 15Q: 3 clusters Score -332443.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -332452.875000 Penalty: 2573.672607
	Iteration 16Q: 3 clusters Score -332452.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -332462.000000 Penalty: 2573.672607
	Iteration 17Q: 3 clusters Score -332462 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -332469.968750 Penalty: 2573.672607
	Iteration 18Q: 3 clusters Score -332470 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -332476.781250 Penalty: 2573.672607
	Iteration 19Q: 3 clusters Score -332476.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -332483.156250 Penalty: 2573.672607
	Iteration 20F: 3 clusters Score -332483.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -332490.625000 Penalty: 2573.672607
	Iteration 21Q: 3 clusters Score -332490.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -332496.437500 Penalty: 2573.672607
	Iteration 22Q: 3 clusters Score -332496.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -332499.062500 Penalty: 2573.672607
	Iteration 23Q: 3 clusters Score -332499.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -332500.343750 Penalty: 2573.672607
	Iteration 24Q: 3 clusters Score -332500.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -332501.125000 Penalty: 2573.672607
	Iteration 25Q: 3 clusters Score -332501.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -332501.562500 Penalty: 2573.672607
	Iteration 26Q: 3 clusters Score -332501.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -332501.906250 Penalty: 2573.672607
	Iteration 27Q: 3 clusters Score -332501.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -332502.156250 Penalty: 2573.672607
	Iteration 28Q: 3 clusters Score -332502.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -332502.625000 Penalty: 2573.672607
	Iteration 29Q: 3 clusters Score -332502.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -332502.625000 Penalty: 2573.672607
	Iteration 30F: 3 clusters Score -332502.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (19054 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19054 members 
Entering Unmasked Estep 
Score: -2228970.250000 Penalty: 1601.442749
	Iteration 0F: 2 clusters Score -2228970 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9491 members 
Mstep: Class 2 contains 9563 members 
Entering Unmasked Estep 
Score: -2215979.500000 Penalty: 3202.885498
	Iteration 0F: 3 clusters Score -2215980 nChanged 8588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9741 members 
Mstep: Class 2 contains 9313 members 
Entering Unmasked Estep 
Score: -2220675.500000 Penalty: 3202.885498
	Iteration 1F: 3 clusters Score -2220676 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9850 members 
Mstep: Class 2 contains 9204 members 
Entering Unmasked Estep 
Score: -2221151.250000 Penalty: 3202.885498
	Iteration 2F: 3 clusters Score -2221151 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10018 members 
Mstep: Class 2 contains 9036 members 
Entering Unmasked Estep 
Score: -2221595.000000 Penalty: 3202.885498
	Iteration 3F: 3 clusters Score -2221595 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10278 members 
Mstep: Class 2 contains 8776 members 
Entering Unmasked Estep 
Score: -2222083.250000 Penalty: 3202.885498
	Iteration 4F: 3 clusters Score -2222083 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10622 members 
Mstep: Class 2 contains 8432 members 
Entering Unmasked Estep 
Score: -2222642.000000 Penalty: 3202.885498
	Iteration 5F: 3 clusters Score -2222642 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11007 members 
Mstep: Class 2 contains 8047 members 
Entering Unmasked Estep 
Score: -2223309.250000 Penalty: 3202.885498
	Iteration 6F: 3 clusters Score -2223309 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11387 members 
Mstep: Class 2 contains 7667 members 
Entering Unmasked Estep 
Score: -2224067.250000 Penalty: 3202.885498
	Iteration 7F: 3 clusters Score -2224067 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11700 members 
Mstep: Class 2 contains 7354 members 
Entering Unmasked Estep 
Score: -2224755.500000 Penalty: 3202.885498
	Iteration 8F: 3 clusters Score -2224756 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11979 members 
Mstep: Class 2 contains 7075 members 
Entering Unmasked Estep 
Score: -2225340.500000 Penalty: 3202.885498
	Iteration 9Q: 3 clusters Score -2225340 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12180 members 
Mstep: Class 2 contains 6874 members 
Entering Unmasked Estep 
Score: -2225726.000000 Penalty: 3202.885498
	Iteration 10Q: 3 clusters Score -2225726 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12330 members 
Mstep: Class 2 contains 6724 members 
Entering Unmasked Estep 
Score: -2225962.500000 Penalty: 3202.885498
	Iteration 11Q: 3 clusters Score -2225962 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12483 members 
Mstep: Class 2 contains 6571 members 
Entering Unmasked Estep 
Score: -2226080.500000 Penalty: 3202.885498
	Iteration 12Q: 3 clusters Score -2226080 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12648 members 
Mstep: Class 2 contains 6406 members 
Entering Unmasked Estep 
Score: -2226147.750000 Penalty: 3202.885498
	Iteration 13Q: 3 clusters Score -2226148 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12794 members 
Mstep: Class 2 contains 6260 members 
Entering Unmasked Estep 
Score: -2226202.500000 Penalty: 3202.885498
	Iteration 14Q: 3 clusters Score -2226202 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12925 members 
Mstep: Class 2 contains 6129 members 
Entering Unmasked Estep 
Score: -2226253.750000 Penalty: 3202.885498
	Iteration 15Q: 3 clusters Score -2226254 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13055 members 
Mstep: Class 2 contains 5999 members 
Entering Unmasked Estep 
Score: -2226285.500000 Penalty: 3202.885498
	Iteration 16Q: 3 clusters Score -2226286 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13180 members 
Mstep: Class 2 contains 5874 members 
Entering Unmasked Estep 
Score: -2226325.750000 Penalty: 3202.885498
	Iteration 17Q: 3 clusters Score -2226326 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13306 members 
Mstep: Class 2 contains 5748 members 
Entering Unmasked Estep 
Score: -2226357.500000 Penalty: 3202.885498
	Iteration 18Q: 3 clusters Score -2226358 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13431 members 
Mstep: Class 2 contains 5623 members 
Entering Unmasked Estep 
Score: -2226380.250000 Penalty: 3202.885498
	Iteration 19Q: 3 clusters Score -2226380 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13534 members 
Mstep: Class 2 contains 5520 members 
Entering Unmasked Estep 
Score: -2226416.000000 Penalty: 3202.885498
	Iteration 20F: 3 clusters Score -2226416 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13646 members 
Mstep: Class 2 contains 5408 members 
Entering Unmasked Estep 
Score: -2226434.500000 Penalty: 3202.885498
	Iteration 21Q: 3 clusters Score -2226434 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13748 members 
Mstep: Class 2 contains 5306 members 
Entering Unmasked Estep 
Score: -2226456.500000 Penalty: 3202.885498
	Iteration 22Q: 3 clusters Score -2226456 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13843 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -2226478.750000 Penalty: 3202.885498
	Iteration 23Q: 3 clusters Score -2226479 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13949 members 
Mstep: Class 2 contains 5105 members 
Entering Unmasked Estep 
Score: -2226492.000000 Penalty: 3202.885498
	Iteration 24Q: 3 clusters Score -2226492 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14042 members 
Mstep: Class 2 contains 5012 members 
Entering Unmasked Estep 
Score: -2226515.750000 Penalty: 3202.885498
	Iteration 25Q: 3 clusters Score -2226516 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14135 members 
Mstep: Class 2 contains 4919 members 
Entering Unmasked Estep 
Score: -2226524.750000 Penalty: 3202.885498
	Iteration 26Q: 3 clusters Score -2226525 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14221 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -2226542.500000 Penalty: 3202.885498
	Iteration 27Q: 3 clusters Score -2226542 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14302 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -2226561.250000 Penalty: 3202.885498
	Iteration 28Q: 3 clusters Score -2226561 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14383 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -2226573.000000 Penalty: 3202.885498
	Iteration 29Q: 3 clusters Score -2226573 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14476 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -2226590.500000 Penalty: 3202.885498
	Iteration 30Q: 3 clusters Score -2226590 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14569 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -2226609.000000 Penalty: 3202.885498
	Iteration 31Q: 3 clusters Score -2226609 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14674 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -2226646.500000 Penalty: 3202.885498
	Iteration 32Q: 3 clusters Score -2226646 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14803 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -2226687.250000 Penalty: 3202.885498
	Iteration 33Q: 3 clusters Score -2226687 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14936 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -2226718.750000 Penalty: 3202.885498
	Iteration 34Q: 3 clusters Score -2226719 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15053 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -2226753.000000 Penalty: 3202.885498
	Iteration 35Q: 3 clusters Score -2226753 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15180 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -2226786.500000 Penalty: 3202.885498
	Iteration 36Q: 3 clusters Score -2226786 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15303 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -2226833.250000 Penalty: 3202.885498
	Iteration 37Q: 3 clusters Score -2226833 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15431 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -2226883 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15563 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -2226945.750000 Penalty: 3202.885498
	Iteration 39Q: 3 clusters Score -2226946 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15695 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -2226998.750000 Penalty: 3202.885498
	Iteration 40F: 3 clusters Score -2226999 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15804 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -2227047.750000 Penalty: 3202.885498
	Iteration 41Q: 3 clusters Score -2227048 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15898 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -2227092.500000 Penalty: 3202.885498
	Iteration 42Q: 3 clusters Score -2227092 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15972 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -2227112.500000 Penalty: 3202.885498
	Iteration 43Q: 3 clusters Score -2227112 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16034 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -2227134.000000 Penalty: 3202.885498
	Iteration 44Q: 3 clusters Score -2227134 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16092 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -2227157.250000 Penalty: 3202.885498
	Iteration 45Q: 3 clusters Score -2227157 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16151 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -2227173.250000 Penalty: 3202.885498
	Iteration 46Q: 3 clusters Score -2227173 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16197 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -2227177.500000 Penalty: 3202.885498
	Iteration 47Q: 3 clusters Score -2227178 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16240 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -2227188.000000 Penalty: 3202.885498
	Iteration 48Q: 3 clusters Score -2227188 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16281 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -2227200.000000 Penalty: 3202.885498
	Iteration 49Q: 3 clusters Score -2227200 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16312 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -2227201.500000 Penalty: 3202.885498
	Iteration 50Q: 3 clusters Score -2227202 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16347 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -2227205.250000 Penalty: 3202.885498
	Iteration 51Q: 3 clusters Score -2227205 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16376 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -2227206.000000 Penalty: 3202.885498
	Iteration 52Q: 3 clusters Score -2227206 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16397 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -2227213.750000 Penalty: 3202.885498
	Iteration 53Q: 3 clusters Score -2227214 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16429 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -2227224.750000 Penalty: 3202.885498
	Iteration 54Q: 3 clusters Score -2227225 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16459 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -2227231.500000 Penalty: 3202.885498
	Iteration 55Q: 3 clusters Score -2227232 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16483 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -2227235.250000 Penalty: 3202.885498
	Iteration 56Q: 3 clusters Score -2227235 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16511 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -2227238.750000 Penalty: 3202.885498
	Iteration 57Q: 3 clusters Score -2227239 nChanged 40
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16549 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -2227247.000000 Penalty: 3202.885498
	Iteration 58Q: 3 clusters Score -2227247 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16579 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -2227250.500000 Penalty: 3202.885498
	Iteration 59Q: 3 clusters Score -2227250 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16613 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -2227254.750000 Penalty: 3202.885498
	Iteration 60F: 3 clusters Score -2227255 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16643 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -2227258.250000 Penalty: 3202.885498
	Iteration 61Q: 3 clusters Score -2227258 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16674 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -2227268.500000 Penalty: 3202.885498
	Iteration 62Q: 3 clusters Score -2227268 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16704 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -2227264.000000 Penalty: 3202.885498
	Iteration 63Q: 3 clusters Score -2227264 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16740 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -2227269.500000 Penalty: 3202.885498
	Iteration 64Q: 3 clusters Score -2227270 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16766 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -2227282.000000 Penalty: 3202.885498
	Iteration 65Q: 3 clusters Score -2227282 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16791 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -2227287.250000 Penalty: 3202.885498
	Iteration 66Q: 3 clusters Score -2227287 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16818 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -2227295.000000 Penalty: 3202.885498
	Iteration 67Q: 3 clusters Score -2227295 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16836 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -2227297.750000 Penalty: 3202.885498
	Iteration 68Q: 3 clusters Score -2227298 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16866 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -2227300.000000 Penalty: 3202.885498
	Iteration 69Q: 3 clusters Score -2227300 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16893 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -2227304.250000 Penalty: 3202.885498
	Iteration 70Q: 3 clusters Score -2227304 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16912 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -2227305.250000 Penalty: 3202.885498
	Iteration 71Q: 3 clusters Score -2227305 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16935 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -2227310.500000 Penalty: 3202.885498
	Iteration 72Q: 3 clusters Score -2227310 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16963 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -2227321.000000 Penalty: 3202.885498
	Iteration 73Q: 3 clusters Score -2227321 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16993 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -2227327.500000 Penalty: 3202.885498
	Iteration 74Q: 3 clusters Score -2227328 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17025 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -2227333.750000 Penalty: 3202.885498
	Iteration 75Q: 3 clusters Score -2227334 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17060 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -2227344.750000 Penalty: 3202.885498
	Iteration 76Q: 3 clusters Score -2227345 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17094 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -2227348.000000 Penalty: 3202.885498
	Iteration 77Q: 3 clusters Score -2227348 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17134 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -2227357.250000 Penalty: 3202.885498
	Iteration 78Q: 3 clusters Score -2227357 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17178 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -2227370.250000 Penalty: 3202.885498
	Iteration 79Q: 3 clusters Score -2227370 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17230 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -2227377.750000 Penalty: 3202.885498
	Iteration 80F: 3 clusters Score -2227378 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17281 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -2227393.250000 Penalty: 3202.885498
	Iteration 81Q: 3 clusters Score -2227393 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17339 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -2227400.000000 Penalty: 3202.885498
	Iteration 82Q: 3 clusters Score -2227400 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17398 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -2227420.000000 Penalty: 3202.885498
	Iteration 83Q: 3 clusters Score -2227420 nChanged 61
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17459 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -2227447.000000 Penalty: 3202.885498
	Iteration 84Q: 3 clusters Score -2227447 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17514 members 
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Entering Unmasked Estep 
Score: -2227462.500000 Penalty: 3202.885498
	Iteration 85Q: 3 clusters Score -2227462 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17570 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -2227484.500000 Penalty: 3202.885498
	Iteration 86Q: 3 clusters Score -2227484 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17637 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -2227510.000000 Penalty: 3202.885498
	Iteration 87Q: 3 clusters Score -2227510 nChanged 71
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17704 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -2227541.500000 Penalty: 3202.885498
	Iteration 88Q: 3 clusters Score -2227542 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17764 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -2227560.750000 Penalty: 3202.885498
	Iteration 89Q: 3 clusters Score -2227561 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17818 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -2227581.500000 Penalty: 3202.885498
	Iteration 90Q: 3 clusters Score -2227582 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17859 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -2227598.750000 Penalty: 3202.885498
	Iteration 91Q: 3 clusters Score -2227599 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17903 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -2227614.250000 Penalty: 3202.885498
	Iteration 92Q: 3 clusters Score -2227614 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17941 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -2227618.250000 Penalty: 3202.885498
	Iteration 93Q: 3 clusters Score -2227618 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17972 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -2227631.500000 Penalty: 3202.885498
	Iteration 94Q: 3 clusters Score -2227632 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18001 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -2227637.500000 Penalty: 3202.885498
	Iteration 95Q: 3 clusters Score -2227638 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18019 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -2227641.250000 Penalty: 3202.885498
	Iteration 96Q: 3 clusters Score -2227641 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18033 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -2227641.000000 Penalty: 3202.885498
	Iteration 97Q: 3 clusters Score -2227641 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18040 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -2227651.750000 Penalty: 3202.885498
	Iteration 98Q: 3 clusters Score -2227652 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18053 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -2227654.500000 Penalty: 3202.885498
	Iteration 99Q: 3 clusters Score -2227654 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18076 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -2227657.250000 Penalty: 3202.885498
	Iteration 100F: 3 clusters Score -2227657 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18092 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -2227669.250000 Penalty: 3202.885498
	Iteration 101Q: 3 clusters Score -2227669 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18111 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -2227675.250000 Penalty: 3202.885498
	Iteration 102Q: 3 clusters Score -2227675 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18125 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -2227676.250000 Penalty: 3202.885498
	Iteration 103Q: 3 clusters Score -2227676 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18137 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -2227679.000000 Penalty: 3202.885498
	Iteration 104Q: 3 clusters Score -2227679 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18156 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -2227684.000000 Penalty: 3202.885498
	Iteration 105Q: 3 clusters Score -2227684 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18161 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -2227687.750000 Penalty: 3202.885498
	Iteration 106Q: 3 clusters Score -2227688 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18168 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -2227690.000000 Penalty: 3202.885498
	Iteration 107Q: 3 clusters Score -2227690 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18174 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -2227692.000000 Penalty: 3202.885498
	Iteration 108Q: 3 clusters Score -2227692 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18185 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -2227697.250000 Penalty: 3202.885498
	Iteration 109Q: 3 clusters Score -2227697 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18192 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -2227693.000000 Penalty: 3202.885498
	Iteration 110Q: 3 clusters Score -2227693 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18200 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -2227697.750000 Penalty: 3202.885498
	Iteration 111Q: 3 clusters Score -2227698 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18208 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -2227702.500000 Penalty: 3202.885498
	Iteration 112Q: 3 clusters Score -2227702 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18216 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -2227705.000000 Penalty: 3202.885498
	Iteration 113Q: 3 clusters Score -2227705 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18224 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -2227710.500000 Penalty: 3202.885498
	Iteration 114Q: 3 clusters Score -2227710 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18233 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -2227712.000000 Penalty: 3202.885498
	Iteration 115Q: 3 clusters Score -2227712 nChanged 8
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -2227718.250000 Penalty: 3202.885498
	Iteration 116Q: 3 clusters Score -2227718 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18249 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -2227717.500000 Penalty: 3202.885498
	Iteration 117Q: 3 clusters Score -2227718 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18256 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -2227726.250000 Penalty: 3202.885498
	Iteration 118Q: 3 clusters Score -2227726 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18262 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -2227727.750000 Penalty: 3202.885498
	Iteration 119Q: 3 clusters Score -2227728 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18266 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -2227730.750000 Penalty: 3202.885498
	Iteration 120F: 3 clusters Score -2227731 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18270 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -2227729.250000 Penalty: 3202.885498
	Iteration 121Q: 3 clusters Score -2227729 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18273 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -2227731.000000 Penalty: 3202.885498
	Iteration 122Q: 3 clusters Score -2227731 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18277 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -2227729.250000 Penalty: 3202.885498
	Iteration 123Q: 3 clusters Score -2227729 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18279 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -2227726.500000 Penalty: 3202.885498
	Iteration 124Q: 3 clusters Score -2227726 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18280 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -2227727.750000 Penalty: 3202.885498
	Iteration 125Q: 3 clusters Score -2227728 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18281 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -2227728.000000 Penalty: 3202.885498
	Iteration 126Q: 3 clusters Score -2227728 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18283 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -2227730.000000 Penalty: 3202.885498
	Iteration 127Q: 3 clusters Score -2227730 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18285 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -2227729.250000 Penalty: 3202.885498
	Iteration 128Q: 3 clusters Score -2227729 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18285 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -2227729.250000 Penalty: 3202.885498
	Iteration 129F: 3 clusters Score -2227729 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (1360 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Entering Unmasked Estep 
Score: -168413.093750 Penalty: 1172.476440
	Iteration 0F: 2 clusters Score -168413.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -166740.515625 Penalty: 2344.952881
	Iteration 0F: 3 clusters Score -166740.5 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -167055.750000 Penalty: 2344.952881
	Iteration 1F: 3 clusters Score -167055.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -167154.093750 Penalty: 2344.952881
	Iteration 2F: 3 clusters Score -167154.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -167198.843750 Penalty: 2344.952881
	Iteration 3Q: 3 clusters Score -167198.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -167222.062500 Penalty: 2344.952881
	Iteration 4Q: 3 clusters Score -167222.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -167246.859375 Penalty: 2344.952881
	Iteration 5Q: 3 clusters Score -167246.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -167265.984375 Penalty: 2344.952881
	Iteration 6Q: 3 clusters Score -167266 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -167286.296875 Penalty: 2344.952881
	Iteration 7Q: 3 clusters Score -167286.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -167297.843750 Penalty: 2344.952881
	Iteration 8Q: 3 clusters Score -167297.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -167307.593750 Penalty: 2344.952881
	Iteration 9Q: 3 clusters Score -167307.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -167317.125000 Penalty: 2344.952881
	Iteration 10Q: 3 clusters Score -167317.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -167329.046875 Penalty: 2344.952881
	Iteration 11Q: 3 clusters Score -167329 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -167342.718750 Penalty: 2344.952881
	Iteration 12Q: 3 clusters Score -167342.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -167352.703125 Penalty: 2344.952881
	Iteration 13Q: 3 clusters Score -167352.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -167361.140625 Penalty: 2344.952881
	Iteration 14Q: 3 clusters Score -167361.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -167367.750000 Penalty: 2344.952881
	Iteration 15Q: 3 clusters Score -167367.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -167380.078125 Penalty: 2344.952881
	Iteration 16Q: 3 clusters Score -167380.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -167392.109375 Penalty: 2344.952881
	Iteration 17Q: 3 clusters Score -167392.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -167404.656250 Penalty: 2344.952881
	Iteration 18Q: 3 clusters Score -167404.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -167414.500000 Penalty: 2344.952881
	Iteration 19Q: 3 clusters Score -167414.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -167423.843750 Penalty: 2344.952881
	Iteration 20F: 3 clusters Score -167423.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -167435.062500 Penalty: 2344.952881
	Iteration 21Q: 3 clusters Score -167435.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -167444.156250 Penalty: 2344.952881
	Iteration 22Q: 3 clusters Score -167444.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -167450.953125 Penalty: 2344.952881
	Iteration 23Q: 3 clusters Score -167451 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -167465.859375 Penalty: 2344.952881
	Iteration 24Q: 3 clusters Score -167465.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -167491.203125 Penalty: 2344.952881
	Iteration 25Q: 3 clusters Score -167491.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -167504.734375 Penalty: 2344.952881
	Iteration 26Q: 3 clusters Score -167504.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -167509.921875 Penalty: 2344.952881
	Iteration 27Q: 3 clusters Score -167509.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -167521.703125 Penalty: 2344.952881
	Iteration 28Q: 3 clusters Score -167521.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -167528.468750 Penalty: 2344.952881
	Iteration 29Q: 3 clusters Score -167528.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -167533.046875 Penalty: 2344.952881
	Iteration 30Q: 3 clusters Score -167533 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -167540.812500 Penalty: 2344.952881
	Iteration 31Q: 3 clusters Score -167540.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -167542.843750 Penalty: 2344.952881
	Iteration 32Q: 3 clusters Score -167542.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -167546.265625 Penalty: 2344.952881
	Iteration 33Q: 3 clusters Score -167546.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -167548.281250 Penalty: 2344.952881
	Iteration 34Q: 3 clusters Score -167548.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -167550.203125 Penalty: 2344.952881
	Iteration 35Q: 3 clusters Score -167550.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -167553.343750 Penalty: 2344.952881
	Iteration 36Q: 3 clusters Score -167553.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -167557.406250 Penalty: 2344.952881
	Iteration 37Q: 3 clusters Score -167557.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -167563.781250 Penalty: 2344.952881
	Iteration 38Q: 3 clusters Score -167563.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -167570.156250 Penalty: 2344.952881
	Iteration 39Q: 3 clusters Score -167570.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -167577.171875 Penalty: 2344.952881
	Iteration 40F: 3 clusters Score -167577.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -167584.546875 Penalty: 2344.952881
	Iteration 41Q: 3 clusters Score -167584.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -167593.250000 Penalty: 2344.952881
	Iteration 42Q: 3 clusters Score -167593.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -167604.359375 Penalty: 2344.952881
	Iteration 43Q: 3 clusters Score -167604.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -167615.234375 Penalty: 2344.952881
	Iteration 44Q: 3 clusters Score -167615.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -167622.187500 Penalty: 2344.952881
	Iteration 45Q: 3 clusters Score -167622.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -167626.421875 Penalty: 2344.952881
	Iteration 46Q: 3 clusters Score -167626.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -167627.718750 Penalty: 2344.952881
	Iteration 47Q: 3 clusters Score -167627.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -167628.437500 Penalty: 2344.952881
	Iteration 48Q: 3 clusters Score -167628.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -167630.500000 Penalty: 2344.952881
	Iteration 49Q: 3 clusters Score -167630.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -167632.093750 Penalty: 2344.952881
	Iteration 50Q: 3 clusters Score -167632.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -167632.875000 Penalty: 2344.952881
	Iteration 51Q: 3 clusters Score -167632.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -167632.875000 Penalty: 2344.952881
	Iteration 52F: 3 clusters Score -167632.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (14740 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14740 members 
Entering Unmasked Estep 
Score: -1865054.875000 Penalty: 1559.727051
	Iteration 0F: 2 clusters Score -1865055 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7342 members 
Mstep: Class 2 contains 7398 members 
Entering Unmasked Estep 
Score: -1854810.375000 Penalty: 3119.454102
	Iteration 0F: 3 clusters Score -1854810 nChanged 6598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7152 members 
Mstep: Class 2 contains 7588 members 
Entering Unmasked Estep 
Score: -1858284.750000 Penalty: 3119.454102
	Iteration 1F: 3 clusters Score -1858285 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7021 members 
Mstep: Class 2 contains 7719 members 
Entering Unmasked Estep 
Score: -1858565.250000 Penalty: 3119.454102
	Iteration 2F: 3 clusters Score -1858565 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6869 members 
Mstep: Class 2 contains 7871 members 
Entering Unmasked Estep 
Score: -1858811.500000 Penalty: 3119.454102
	Iteration 3Q: 3 clusters Score -1858812 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6693 members 
Mstep: Class 2 contains 8047 members 
Entering Unmasked Estep 
Score: -1859029.500000 Penalty: 3119.454102
	Iteration 4Q: 3 clusters Score -1859030 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6449 members 
Mstep: Class 2 contains 8291 members 
Entering Unmasked Estep 
Score: -1859283.625000 Penalty: 3119.454102
	Iteration 5Q: 3 clusters Score -1859284 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6131 members 
Mstep: Class 2 contains 8609 members 
Entering Unmasked Estep 
Score: -1859593.625000 Penalty: 3119.454102
	Iteration 6Q: 3 clusters Score -1859594 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5722 members 
Mstep: Class 2 contains 9018 members 
Entering Unmasked Estep 
Score: -1860005.625000 Penalty: 3119.454102
	Iteration 7Q: 3 clusters Score -1860006 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 9508 members 
Entering Unmasked Estep 
Score: -1860549.625000 Penalty: 3119.454102
	Iteration 8F: 3 clusters Score -1860550 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 10027 members 
Entering Unmasked Estep 
Score: -1861169.625000 Penalty: 3119.454102
	Iteration 9F: 3 clusters Score -1861170 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 10528 members 
Entering Unmasked Estep 
Score: -1861798.125000 Penalty: 3119.454102
	Iteration 10Q: 3 clusters Score -1861798 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 10965 members 
Entering Unmasked Estep 
Score: -1862247.875000 Penalty: 3119.454102
	Iteration 11Q: 3 clusters Score -1862248 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 11304 members 
Entering Unmasked Estep 
Score: -1862538.625000 Penalty: 3119.454102
	Iteration 12Q: 3 clusters Score -1862539 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 11583 members 
Entering Unmasked Estep 
Score: -1862715.625000 Penalty: 3119.454102
	Iteration 13Q: 3 clusters Score -1862716 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 11822 members 
Entering Unmasked Estep 
Score: -1862842.125000 Penalty: 3119.454102
	Iteration 14Q: 3 clusters Score -1862842 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 12046 members 
Entering Unmasked Estep 
Score: -1862948.500000 Penalty: 3119.454102
	Iteration 15Q: 3 clusters Score -1862948 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 12211 members 
Entering Unmasked Estep 
Score: -1863025.875000 Penalty: 3119.454102
	Iteration 16Q: 3 clusters Score -1863026 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 12359 members 
Entering Unmasked Estep 
Score: -1863086.000000 Penalty: 3119.454102
	Iteration 17Q: 3 clusters Score -1863086 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 12479 members 
Entering Unmasked Estep 
Score: -1863134.500000 Penalty: 3119.454102
	Iteration 18Q: 3 clusters Score -1863134 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 12599 members 
Entering Unmasked Estep 
Score: -1863180.750000 Penalty: 3119.454102
	Iteration 19Q: 3 clusters Score -1863181 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 12717 members 
Entering Unmasked Estep 
Score: -1863223.500000 Penalty: 3119.454102
	Iteration 20F: 3 clusters Score -1863224 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 12826 members 
Entering Unmasked Estep 
Score: -1863265.625000 Penalty: 3119.454102
	Iteration 21Q: 3 clusters Score -1863266 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 12922 members 
Entering Unmasked Estep 
Score: -1863300.875000 Penalty: 3119.454102
	Iteration 22Q: 3 clusters Score -1863301 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 13029 members 
Entering Unmasked Estep 
Score: -1863341.000000 Penalty: 3119.454102
	Iteration 23Q: 3 clusters Score -1863341 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 13119 members 
Entering Unmasked Estep 
Score: -1863379.125000 Penalty: 3119.454102
	Iteration 24Q: 3 clusters Score -1863379 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 13206 members 
Entering Unmasked Estep 
Score: -1863415.000000 Penalty: 3119.454102
	Iteration 25Q: 3 clusters Score -1863415 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 13296 members 
Entering Unmasked Estep 
Score: -1863455.500000 Penalty: 3119.454102
	Iteration 26Q: 3 clusters Score -1863456 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 13378 members 
Entering Unmasked Estep 
Score: -1863485.750000 Penalty: 3119.454102
	Iteration 27Q: 3 clusters Score -1863486 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 13448 members 
Entering Unmasked Estep 
Score: -1863509.125000 Penalty: 3119.454102
	Iteration 28Q: 3 clusters Score -1863509 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 13509 members 
Entering Unmasked Estep 
Score: -1863541.125000 Penalty: 3119.454102
	Iteration 29Q: 3 clusters Score -1863541 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 13562 members 
Entering Unmasked Estep 
Score: -1863562.875000 Penalty: 3119.454102
	Iteration 30Q: 3 clusters Score -1863563 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 13606 members 
Entering Unmasked Estep 
Score: -1863585.125000 Penalty: 3119.454102
	Iteration 31Q: 3 clusters Score -1863585 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 13648 members 
Entering Unmasked Estep 
Score: -1863601.250000 Penalty: 3119.454102
	Iteration 32Q: 3 clusters Score -1863601 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 13689 members 
Entering Unmasked Estep 
Score: -1863611.375000 Penalty: 3119.454102
	Iteration 33Q: 3 clusters Score -1863611 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 13723 members 
Entering Unmasked Estep 
Score: -1863629.500000 Penalty: 3119.454102
	Iteration 34Q: 3 clusters Score -1863630 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 13755 members 
Entering Unmasked Estep 
Score: -1863640.375000 Penalty: 3119.454102
	Iteration 35Q: 3 clusters Score -1863640 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 13784 members 
Entering Unmasked Estep 
Score: -1863655.250000 Penalty: 3119.454102
	Iteration 36Q: 3 clusters Score -1863655 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 13801 members 
Entering Unmasked Estep 
Score: -1863662.125000 Penalty: 3119.454102
	Iteration 37Q: 3 clusters Score -1863662 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 13824 members 
Entering Unmasked Estep 
Score: -1863670.875000 Penalty: 3119.454102
	Iteration 38Q: 3 clusters Score -1863671 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 13841 members 
Entering Unmasked Estep 
Score: -1863679.625000 Penalty: 3119.454102
	Iteration 39Q: 3 clusters Score -1863680 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 13860 members 
Entering Unmasked Estep 
Score: -1863689.625000 Penalty: 3119.454102
	Iteration 40F: 3 clusters Score -1863690 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 13871 members 
Entering Unmasked Estep 
Score: -1863692.375000 Penalty: 3119.454102
	Iteration 41Q: 3 clusters Score -1863692 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 13879 members 
Entering Unmasked Estep 
Score: -1863697.625000 Penalty: 3119.454102
	Iteration 42Q: 3 clusters Score -1863698 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 13885 members 
Entering Unmasked Estep 
Score: -1863699.500000 Penalty: 3119.454102
	Iteration 43Q: 3 clusters Score -1863700 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 13891 members 
Entering Unmasked Estep 
Score: -1863697.125000 Penalty: 3119.454102
	Iteration 44Q: 3 clusters Score -1863697 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 13896 members 
Entering Unmasked Estep 
Score: -1863699.375000 Penalty: 3119.454102
	Iteration 45Q: 3 clusters Score -1863699 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 13900 members 
Entering Unmasked Estep 
Score: -1863700.500000 Penalty: 3119.454102
	Iteration 46Q: 3 clusters Score -1863700 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 13905 members 
Entering Unmasked Estep 
Score: -1863703.875000 Penalty: 3119.454102
	Iteration 47Q: 3 clusters Score -1863704 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 13908 members 
Entering Unmasked Estep 
Score: -1863705.125000 Penalty: 3119.454102
	Iteration 48Q: 3 clusters Score -1863705 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 13909 members 
Entering Unmasked Estep 
Score: -1863705.375000 Penalty: 3119.454102
	Iteration 49Q: 3 clusters Score -1863705 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 13910 members 
Entering Unmasked Estep 
Score: -1863704.625000 Penalty: 3119.454102
	Iteration 50Q: 3 clusters Score -1863705 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 13912 members 
Entering Unmasked Estep 
Score: -1863707.250000 Penalty: 3119.454102
	Iteration 51Q: 3 clusters Score -1863707 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 13912 members 
Entering Unmasked Estep 
Score: -1863706.625000 Penalty: 3119.454102
	Iteration 52Q: 3 clusters Score -1863707 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 13914 members 
Entering Unmasked Estep 
Score: -1863707.375000 Penalty: 3119.454102
	Iteration 53Q: 3 clusters Score -1863707 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 13915 members 
Entering Unmasked Estep 
Score: -1863707.125000 Penalty: 3119.454102
	Iteration 54Q: 3 clusters Score -1863707 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 13915 members 
Entering Unmasked Estep 
Score: -1863707.125000 Penalty: 3119.454102
	Iteration 55F: 3 clusters Score -1863707 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (1936 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Entering Unmasked Estep 
Score: -264547.343750 Penalty: 1229.861694
	Iteration 0F: 2 clusters Score -264547.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -262484.312500 Penalty: 2459.723389
	Iteration 0F: 3 clusters Score -262484.3 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -262888.312500 Penalty: 2459.723389
	Iteration 1F: 3 clusters Score -262888.3 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -262964.593750 Penalty: 2459.723389
	Iteration 2F: 3 clusters Score -262964.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -263006.250000 Penalty: 2459.723389
	Iteration 3Q: 3 clusters Score -263006.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -263039.593750 Penalty: 2459.723389
	Iteration 4Q: 3 clusters Score -263039.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -263058.781250 Penalty: 2459.723389
	Iteration 5Q: 3 clusters Score -263058.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -263069.875000 Penalty: 2459.723389
	Iteration 6Q: 3 clusters Score -263069.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -263081.562500 Penalty: 2459.723389
	Iteration 7Q: 3 clusters Score -263081.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -263091.406250 Penalty: 2459.723389
	Iteration 8Q: 3 clusters Score -263091.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -263096.343750 Penalty: 2459.723389
	Iteration 9Q: 3 clusters Score -263096.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -263099.312500 Penalty: 2459.723389
	Iteration 10Q: 3 clusters Score -263099.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -263101.750000 Penalty: 2459.723389
	Iteration 11Q: 3 clusters Score -263101.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -263105.906250 Penalty: 2459.723389
	Iteration 12Q: 3 clusters Score -263105.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -263110.187500 Penalty: 2459.723389
	Iteration 13Q: 3 clusters Score -263110.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -263111.968750 Penalty: 2459.723389
	Iteration 14Q: 3 clusters Score -263112 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -263113.000000 Penalty: 2459.723389
	Iteration 15Q: 3 clusters Score -263113 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -263113.906250 Penalty: 2459.723389
	Iteration 16Q: 3 clusters Score -263113.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -263114.593750 Penalty: 2459.723389
	Iteration 17Q: 3 clusters Score -263114.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -263115.468750 Penalty: 2459.723389
	Iteration 18Q: 3 clusters Score -263115.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -263115.093750 Penalty: 2459.723389
	Iteration 19Q: 3 clusters Score -263115.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -263115.093750 Penalty: 2459.723389
	Iteration 20F: 3 clusters Score -263115.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (1129 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Entering Unmasked Estep 
Score: -134406.015625 Penalty: 1142.226685
	Iteration 0F: 2 clusters Score -134406 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 562 members 
Entering Unmasked Estep 
Score: -132877.937500 Penalty: 2284.453369
	Iteration 0F: 3 clusters Score -132877.9 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -133172.187500 Penalty: 2284.453369
	Iteration 1F: 3 clusters Score -133172.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -133312.312500 Penalty: 2284.453369
	Iteration 2F: 3 clusters Score -133312.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -133484.343750 Penalty: 2284.453369
	Iteration 3F: 3 clusters Score -133484.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -133640.875000 Penalty: 2284.453369
	Iteration 4F: 3 clusters Score -133640.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -133765.984375 Penalty: 2284.453369
	Iteration 5F: 3 clusters Score -133766 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -133854.656250 Penalty: 2284.453369
	Iteration 6F: 3 clusters Score -133854.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -133938.843750 Penalty: 2284.453369
	Iteration 7Q: 3 clusters Score -133938.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -133995.062500 Penalty: 2284.453369
	Iteration 8Q: 3 clusters Score -133995.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -134027.890625 Penalty: 2284.453369
	Iteration 9Q: 3 clusters Score -134027.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -134060.656250 Penalty: 2284.453369
	Iteration 10Q: 3 clusters Score -134060.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -134093.531250 Penalty: 2284.453369
	Iteration 11Q: 3 clusters Score -134093.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -134104.921875 Penalty: 2284.453369
	Iteration 12Q: 3 clusters Score -134104.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -134116.828125 Penalty: 2284.453369
	Iteration 13Q: 3 clusters Score -134116.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -134124.031250 Penalty: 2284.453369
	Iteration 14Q: 3 clusters Score -134124 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -134124.937500 Penalty: 2284.453369
	Iteration 15Q: 3 clusters Score -134124.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -134124.937500 Penalty: 2284.453369
	Iteration 16F: 3 clusters Score -134124.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (4226 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Entering Unmasked Estep 
Score: -534045.562500 Penalty: 1356.714355
	Iteration 0F: 2 clusters Score -534045.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -530556.875000 Penalty: 2713.428711
	Iteration 0F: 3 clusters Score -530556.9 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -531457.500000 Penalty: 2713.428711
	Iteration 1F: 3 clusters Score -531457.5 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -531612.062500 Penalty: 2713.428711
	Iteration 2F: 3 clusters Score -531612.1 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -531712.750000 Penalty: 2713.428711
	Iteration 3Q: 3 clusters Score -531712.8 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -531780.750000 Penalty: 2713.428711
	Iteration 4Q: 3 clusters Score -531780.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -531824.937500 Penalty: 2713.428711
	Iteration 5Q: 3 clusters Score -531824.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -531859.500000 Penalty: 2713.428711
	Iteration 6Q: 3 clusters Score -531859.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -531887.687500 Penalty: 2713.428711
	Iteration 7Q: 3 clusters Score -531887.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -531910.250000 Penalty: 2713.428711
	Iteration 8Q: 3 clusters Score -531910.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -531933.937500 Penalty: 2713.428711
	Iteration 9Q: 3 clusters Score -531933.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -531952.375000 Penalty: 2713.428711
	Iteration 10Q: 3 clusters Score -531952.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -531965.625000 Penalty: 2713.428711
	Iteration 11Q: 3 clusters Score -531965.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -531976.250000 Penalty: 2713.428711
	Iteration 12Q: 3 clusters Score -531976.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -531989.062500 Penalty: 2713.428711
	Iteration 13Q: 3 clusters Score -531989.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -532008.687500 Penalty: 2713.428711
	Iteration 14Q: 3 clusters Score -532008.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -532033.187500 Penalty: 2713.428711
	Iteration 15Q: 3 clusters Score -532033.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -532063.625000 Penalty: 2713.428711
	Iteration 16Q: 3 clusters Score -532063.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -532089.312500 Penalty: 2713.428711
	Iteration 17Q: 3 clusters Score -532089.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -532114.250000 Penalty: 2713.428711
	Iteration 18Q: 3 clusters Score -532114.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -532140.750000 Penalty: 2713.428711
	Iteration 19Q: 3 clusters Score -532140.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -532170.875000 Penalty: 2713.428711
	Iteration 20F: 3 clusters Score -532170.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -532202.375000 Penalty: 2713.428711
	Iteration 21Q: 3 clusters Score -532202.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -532233.937500 Penalty: 2713.428711
	Iteration 22Q: 3 clusters Score -532233.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -532268.750000 Penalty: 2713.428711
	Iteration 23Q: 3 clusters Score -532268.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -532306.562500 Penalty: 2713.428711
	Iteration 24Q: 3 clusters Score -532306.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -532346.125000 Penalty: 2713.428711
	Iteration 25Q: 3 clusters Score -532346.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -532382.937500 Penalty: 2713.428711
	Iteration 26Q: 3 clusters Score -532382.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -532424.562500 Penalty: 2713.428711
	Iteration 27Q: 3 clusters Score -532424.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -532476.687500 Penalty: 2713.428711
	Iteration 28Q: 3 clusters Score -532476.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -532527.812500 Penalty: 2713.428711
	Iteration 29Q: 3 clusters Score -532527.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -532580.000000 Penalty: 2713.428711
	Iteration 30Q: 3 clusters Score -532580 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -532629.375000 Penalty: 2713.428711
	Iteration 31Q: 3 clusters Score -532629.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -532669.312500 Penalty: 2713.428711
	Iteration 32Q: 3 clusters Score -532669.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -532698.000000 Penalty: 2713.428711
	Iteration 33Q: 3 clusters Score -532698 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -532731.312500 Penalty: 2713.428711
	Iteration 34Q: 3 clusters Score -532731.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -532759.250000 Penalty: 2713.428711
	Iteration 35Q: 3 clusters Score -532759.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -532784.625000 Penalty: 2713.428711
	Iteration 36Q: 3 clusters Score -532784.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -532806.125000 Penalty: 2713.428711
	Iteration 37Q: 3 clusters Score -532806.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -532823.687500 Penalty: 2713.428711
	Iteration 38Q: 3 clusters Score -532823.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -532831.625000 Penalty: 2713.428711
	Iteration 39Q: 3 clusters Score -532831.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -532845.875000 Penalty: 2713.428711
	Iteration 40F: 3 clusters Score -532845.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -532857.187500 Penalty: 2713.428711
	Iteration 41Q: 3 clusters Score -532857.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -532867.562500 Penalty: 2713.428711
	Iteration 42Q: 3 clusters Score -532867.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -532881.562500 Penalty: 2713.428711
	Iteration 43Q: 3 clusters Score -532881.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -532890.500000 Penalty: 2713.428711
	Iteration 44Q: 3 clusters Score -532890.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -532894.937500 Penalty: 2713.428711
	Iteration 45Q: 3 clusters Score -532894.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -532900.687500 Penalty: 2713.428711
	Iteration 46Q: 3 clusters Score -532900.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -532903.812500 Penalty: 2713.428711
	Iteration 47Q: 3 clusters Score -532903.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -532905.687500 Penalty: 2713.428711
	Iteration 48Q: 3 clusters Score -532905.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -532909.375000 Penalty: 2713.428711
	Iteration 49Q: 3 clusters Score -532909.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -532915.812500 Penalty: 2713.428711
	Iteration 50Q: 3 clusters Score -532915.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -532925.500000 Penalty: 2713.428711
	Iteration 51Q: 3 clusters Score -532925.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -532929.000000 Penalty: 2713.428711
	Iteration 52Q: 3 clusters Score -532929 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -532931.375000 Penalty: 2713.428711
	Iteration 53Q: 3 clusters Score -532931.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -532931.875000 Penalty: 2713.428711
	Iteration 54Q: 3 clusters Score -532931.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -532932.500000 Penalty: 2713.428711
	Iteration 55Q: 3 clusters Score -532932.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -532932.562500 Penalty: 2713.428711
	Iteration 56Q: 3 clusters Score -532932.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -532932.562500 Penalty: 2713.428711
	Iteration 57F: 3 clusters Score -532932.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (4021 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Entering Unmasked Estep 
Score: -430730.031250 Penalty: 1348.633911
	Iteration 0F: 2 clusters Score -430730 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 2023 members 
Entering Unmasked Estep 
Score: -427405.843750 Penalty: 2697.267822
	Iteration 0F: 3 clusters Score -427405.8 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -428415.687500 Penalty: 2697.267822
	Iteration 1F: 3 clusters Score -428415.7 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -428657.843750 Penalty: 2697.267822
	Iteration 2F: 3 clusters Score -428657.8 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -428816.375000 Penalty: 2697.267822
	Iteration 3F: 3 clusters Score -428816.4 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -428941.875000 Penalty: 2697.267822
	Iteration 4Q: 3 clusters Score -428941.9 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -429055.125000 Penalty: 2697.267822
	Iteration 5Q: 3 clusters Score -429055.1 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -429149.312500 Penalty: 2697.267822
	Iteration 6Q: 3 clusters Score -429149.3 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -429236.500000 Penalty: 2697.267822
	Iteration 7Q: 3 clusters Score -429236.5 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -429318.687500 Penalty: 2697.267822
	Iteration 8Q: 3 clusters Score -429318.7 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -429445.156250 Penalty: 2697.267822
	Iteration 9Q: 3 clusters Score -429445.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -429564.718750 Penalty: 2697.267822
	Iteration 10Q: 3 clusters Score -429564.7 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -429673.812500 Penalty: 2697.267822
	Iteration 11Q: 3 clusters Score -429673.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -429758.000000 Penalty: 2697.267822
	Iteration 12Q: 3 clusters Score -429758 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -429804.312500 Penalty: 2697.267822
	Iteration 13Q: 3 clusters Score -429804.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -429847.750000 Penalty: 2697.267822
	Iteration 14Q: 3 clusters Score -429847.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -429878.187500 Penalty: 2697.267822
	Iteration 15Q: 3 clusters Score -429878.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -429900.562500 Penalty: 2697.267822
	Iteration 16Q: 3 clusters Score -429900.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -429912.781250 Penalty: 2697.267822
	Iteration 17Q: 3 clusters Score -429912.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -429922.468750 Penalty: 2697.267822
	Iteration 18Q: 3 clusters Score -429922.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -429931.562500 Penalty: 2697.267822
	Iteration 19Q: 3 clusters Score -429931.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -429936.500000 Penalty: 2697.267822
	Iteration 20F: 3 clusters Score -429936.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -429945.281250 Penalty: 2697.267822
	Iteration 21Q: 3 clusters Score -429945.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -429953.468750 Penalty: 2697.267822
	Iteration 22Q: 3 clusters Score -429953.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -429956.687500 Penalty: 2697.267822
	Iteration 23Q: 3 clusters Score -429956.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -429958.718750 Penalty: 2697.267822
	Iteration 24Q: 3 clusters Score -429958.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -429962.468750 Penalty: 2697.267822
	Iteration 25Q: 3 clusters Score -429962.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -429963.468750 Penalty: 2697.267822
	Iteration 26Q: 3 clusters Score -429963.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -429963.875000 Penalty: 2697.267822
	Iteration 27Q: 3 clusters Score -429963.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -429965.406250 Penalty: 2697.267822
	Iteration 28Q: 3 clusters Score -429965.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -429966.218750 Penalty: 2697.267822
	Iteration 29Q: 3 clusters Score -429966.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -429967.812500 Penalty: 2697.267822
	Iteration 30Q: 3 clusters Score -429967.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -429968.750000 Penalty: 2697.267822
	Iteration 31Q: 3 clusters Score -429968.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -429967.906250 Penalty: 2697.267822
	Iteration 32Q: 3 clusters Score -429967.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -429968.593750 Penalty: 2697.267822
	Iteration 33Q: 3 clusters Score -429968.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -429968.718750 Penalty: 2697.267822
	Iteration 34Q: 3 clusters Score -429968.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -429969.312500 Penalty: 2697.267822
	Iteration 35Q: 3 clusters Score -429969.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -429970.531250 Penalty: 2697.267822
	Iteration 36Q: 3 clusters Score -429970.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -429971.031250 Penalty: 2697.267822
	Iteration 37Q: 3 clusters Score -429971 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -429971.562500 Penalty: 2697.267822
	Iteration 38Q: 3 clusters Score -429971.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -429971.812500 Penalty: 2697.267822
	Iteration 39Q: 3 clusters Score -429971.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -429972.500000 Penalty: 2697.267822
	Iteration 40F: 3 clusters Score -429972.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -429972.812500 Penalty: 2697.267822
	Iteration 41Q: 3 clusters Score -429972.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -429973.468750 Penalty: 2697.267822
	Iteration 42Q: 3 clusters Score -429973.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -429973.093750 Penalty: 2697.267822
	Iteration 43Q: 3 clusters Score -429973.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -429974.625000 Penalty: 2697.267822
	Iteration 44Q: 3 clusters Score -429974.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -429975.968750 Penalty: 2697.267822
	Iteration 45Q: 3 clusters Score -429976 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -429976.437500 Penalty: 2697.267822
	Iteration 46Q: 3 clusters Score -429976.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -429977.500000 Penalty: 2697.267822
	Iteration 47Q: 3 clusters Score -429977.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -429978.500000 Penalty: 2697.267822
	Iteration 48Q: 3 clusters Score -429978.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -429979.343750 Penalty: 2697.267822
	Iteration 49Q: 3 clusters Score -429979.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -429980.687500 Penalty: 2697.267822
	Iteration 50Q: 3 clusters Score -429980.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -429980.562500 Penalty: 2697.267822
	Iteration 51Q: 3 clusters Score -429980.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -429980.562500 Penalty: 2697.267822
	Iteration 52F: 3 clusters Score -429980.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (3198 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Entering Unmasked Estep 
Score: -393982.375000 Penalty: 1311.420654
	Iteration 0F: 2 clusters Score -393982.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -391159.968750 Penalty: 2622.841309
	Iteration 0F: 3 clusters Score -391160 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -391840.062500 Penalty: 2622.841309
	Iteration 1F: 3 clusters Score -391840.1 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -391968.125000 Penalty: 2622.841309
	Iteration 2F: 3 clusters Score -391968.1 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -392068.468750 Penalty: 2622.841309
	Iteration 3Q: 3 clusters Score -392068.5 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -392152.656250 Penalty: 2622.841309
	Iteration 4Q: 3 clusters Score -392152.7 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -392222.156250 Penalty: 2622.841309
	Iteration 5Q: 3 clusters Score -392222.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -392276.250000 Penalty: 2622.841309
	Iteration 6Q: 3 clusters Score -392276.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -392331.875000 Penalty: 2622.841309
	Iteration 7Q: 3 clusters Score -392331.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -392392.937500 Penalty: 2622.841309
	Iteration 8Q: 3 clusters Score -392392.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -392451.312500 Penalty: 2622.841309
	Iteration 9Q: 3 clusters Score -392451.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -392518.656250 Penalty: 2622.841309
	Iteration 10Q: 3 clusters Score -392518.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -392586.125000 Penalty: 2622.841309
	Iteration 11Q: 3 clusters Score -392586.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -392664.281250 Penalty: 2622.841309
	Iteration 12Q: 3 clusters Score -392664.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -392791.500000 Penalty: 2622.841309
	Iteration 13Q: 3 clusters Score -392791.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -392964.125000 Penalty: 2622.841309
	Iteration 14Q: 3 clusters Score -392964.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -393171.593750 Penalty: 2622.841309
	Iteration 15Q: 3 clusters Score -393171.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -393423.250000 Penalty: 2622.841309
	Iteration 16Q: 3 clusters Score -393423.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -393557.625000 Penalty: 2622.841309
	Iteration 17Q: 3 clusters Score -393557.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -393634.968750 Penalty: 2622.841309
	Iteration 18Q: 3 clusters Score -393635 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -393697.593750 Penalty: 2622.841309
	Iteration 19Q: 3 clusters Score -393697.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -393742.500000 Penalty: 2622.841309
	Iteration 20F: 3 clusters Score -393742.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -393783.468750 Penalty: 2622.841309
	Iteration 21Q: 3 clusters Score -393783.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -393820.968750 Penalty: 2622.841309
	Iteration 22Q: 3 clusters Score -393821 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -393854.937500 Penalty: 2622.841309
	Iteration 23Q: 3 clusters Score -393854.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -393884.000000 Penalty: 2622.841309
	Iteration 24Q: 3 clusters Score -393884 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -393902.093750 Penalty: 2622.841309
	Iteration 25Q: 3 clusters Score -393902.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -393920.156250 Penalty: 2622.841309
	Iteration 26Q: 3 clusters Score -393920.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -393936.593750 Penalty: 2622.841309
	Iteration 27Q: 3 clusters Score -393936.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -393950.062500 Penalty: 2622.841309
	Iteration 28Q: 3 clusters Score -393950.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -393957.406250 Penalty: 2622.841309
	Iteration 29Q: 3 clusters Score -393957.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -393961.843750 Penalty: 2622.841309
	Iteration 30Q: 3 clusters Score -393961.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -393967.187500 Penalty: 2622.841309
	Iteration 31Q: 3 clusters Score -393967.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -393971.625000 Penalty: 2622.841309
	Iteration 32Q: 3 clusters Score -393971.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -393980.375000 Penalty: 2622.841309
	Iteration 33Q: 3 clusters Score -393980.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -393982.843750 Penalty: 2622.841309
	Iteration 34Q: 3 clusters Score -393982.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -393986.218750 Penalty: 2622.841309
	Iteration 35Q: 3 clusters Score -393986.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -393988.562500 Penalty: 2622.841309
	Iteration 36Q: 3 clusters Score -393988.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -393991.875000 Penalty: 2622.841309
	Iteration 37Q: 3 clusters Score -393991.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -393993.906250 Penalty: 2622.841309
	Iteration 38Q: 3 clusters Score -393993.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -393994.812500 Penalty: 2622.841309
	Iteration 39Q: 3 clusters Score -393994.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -393994.062500 Penalty: 2622.841309
	Iteration 40F: 3 clusters Score -393994.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -393995.250000 Penalty: 2622.841309
	Iteration 41Q: 3 clusters Score -393995.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -393996.000000 Penalty: 2622.841309
	Iteration 42Q: 3 clusters Score -393996 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -393996.312500 Penalty: 2622.841309
	Iteration 43Q: 3 clusters Score -393996.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -393996.625000 Penalty: 2622.841309
	Iteration 44Q: 3 clusters Score -393996.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -393996.812500 Penalty: 2622.841309
	Iteration 45Q: 3 clusters Score -393996.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -393998.093750 Penalty: 2622.841309
	Iteration 46Q: 3 clusters Score -393998.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -393997.656250 Penalty: 2622.841309
	Iteration 47Q: 3 clusters Score -393997.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -393998.593750 Penalty: 2622.841309
	Iteration 48Q: 3 clusters Score -393998.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -393998.562500 Penalty: 2622.841309
	Iteration 49Q: 3 clusters Score -393998.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -393998.312500 Penalty: 2622.841309
	Iteration 50Q: 3 clusters Score -393998.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -393999.156250 Penalty: 2622.841309
	Iteration 51Q: 3 clusters Score -393999.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -393999.156250 Penalty: 2622.841309
	Iteration 52F: 3 clusters Score -393999.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 5720 members 
Mstep: Class 3 contains 5303 members 
Mstep: Class 4 contains 34971 members 
Mstep: Class 5 contains 95915 members 
Mstep: Class 6 contains 461 members 
Mstep: Class 7 contains 17575 members 
Mstep: Class 8 contains 152462 members 
Mstep: Class 9 contains 8847 members 
Mstep: Class 10 contains 2181 members 
Mstep: Class 11 contains 452 members 
Mstep: Class 12 contains 17982 members 
Mstep: Class 13 contains 1392 members 
Mstep: Class 14 contains 1888 members 
Mstep: Class 15 contains 8226 members 
Mstep: Class 16 contains 38959 members 
Mstep: Class 17 contains 56369 members 
Mstep: Class 18 contains 2374 members 
Mstep: Class 19 contains 11485 members 
Mstep: Class 20 contains 37171 members 
Mstep: Class 21 contains 8069 members 
Mstep: Class 22 contains 12596 members 
Mstep: Class 23 contains 3059 members 
Mstep: Class 24 contains 39547 members 
Mstep: Class 25 contains 9323 members 
Mstep: Class 26 contains 4115 members 
Mstep: Class 27 contains 8846 members 
Mstep: Class 28 contains 3839 members 
Mstep: Class 29 contains 7707 members 
Mstep: Class 30 contains 6677 members 
Mstep: Class 31 contains 23477 members 
Mstep: Class 32 contains 39930 members 
Mstep: Class 33 contains 17863 members 
Mstep: Class 34 contains 5153 members 
Mstep: Class 35 contains 11405 members 
Mstep: Class 36 contains 2444 members 
Mstep: Class 37 contains 2749 members 
Mstep: Class 38 contains 19054 members 
Mstep: Class 39 contains 1360 members 
Mstep: Class 40 contains 14740 members 
Mstep: Class 41 contains 1936 members 
Mstep: Class 42 contains 1129 members 
Mstep: Class 43 contains 4226 members 
Mstep: Class 44 contains 4021 members 
Mstep: Class 45 contains 1142 members 
Mstep: Class 46 contains 5005 members 
Mstep: Class 47 contains 12342 members 
Mstep: Class 48 contains 2910 members 
Mstep: Class 49 contains 8042 members 
Mstep: Class 50 contains 27414 members 
Mstep: Class 51 contains 3325 members 
Mstep: Class 52 contains 2056 members 
Entering Unmasked Estep 
Score: -100305720.000000 Penalty: 115070.648438
Splitting cluster 45 changes total score from -100306672.000000 to -100305720.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 46 (5005 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Entering Unmasked Estep 
Score: -612625.750000 Penalty: 1384.206299
	Iteration 0F: 2 clusters Score -612625.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -608723.375000 Penalty: 2768.412598
	Iteration 0F: 3 clusters Score -608723.4 nChanged 1989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -609808.062500 Penalty: 2768.412598
	Iteration 1F: 3 clusters Score -609808.1 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -609983.750000 Penalty: 2768.412598
	Iteration 2F: 3 clusters Score -609983.8 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -610088.312500 Penalty: 2768.412598
	Iteration 3Q: 3 clusters Score -610088.3 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -610159.687500 Penalty: 2768.412598
	Iteration 4Q: 3 clusters Score -610159.7 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -610215.187500 Penalty: 2768.412598
	Iteration 5Q: 3 clusters Score -610215.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -610259.000000 Penalty: 2768.412598
	Iteration 6Q: 3 clusters Score -610259 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -610292.562500 Penalty: 2768.412598
	Iteration 7Q: 3 clusters Score -610292.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -610325.000000 Penalty: 2768.412598
	Iteration 8Q: 3 clusters Score -610325 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -610351.187500 Penalty: 2768.412598
	Iteration 9Q: 3 clusters Score -610351.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -610371.687500 Penalty: 2768.412598
	Iteration 10Q: 3 clusters Score -610371.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -610387.812500 Penalty: 2768.412598
	Iteration 11Q: 3 clusters Score -610387.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -610398.312500 Penalty: 2768.412598
	Iteration 12Q: 3 clusters Score -610398.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -610406.187500 Penalty: 2768.412598
	Iteration 13Q: 3 clusters Score -610406.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -610414.250000 Penalty: 2768.412598
	Iteration 14Q: 3 clusters Score -610414.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -610420.062500 Penalty: 2768.412598
	Iteration 15Q: 3 clusters Score -610420.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -610425.125000 Penalty: 2768.412598
	Iteration 16Q: 3 clusters Score -610425.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -610428.125000 Penalty: 2768.412598
	Iteration 17Q: 3 clusters Score -610428.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -610435.375000 Penalty: 2768.412598
	Iteration 18Q: 3 clusters Score -610435.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -610444.312500 Penalty: 2768.412598
	Iteration 19Q: 3 clusters Score -610444.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -610451.937500 Penalty: 2768.412598
	Iteration 20F: 3 clusters Score -610451.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -610457.125000 Penalty: 2768.412598
	Iteration 21Q: 3 clusters Score -610457.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -610461.062500 Penalty: 2768.412598
	Iteration 22Q: 3 clusters Score -610461.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -610465.125000 Penalty: 2768.412598
	Iteration 23Q: 3 clusters Score -610465.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -610468.500000 Penalty: 2768.412598
	Iteration 24Q: 3 clusters Score -610468.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -610473.250000 Penalty: 2768.412598
	Iteration 25Q: 3 clusters Score -610473.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -610477.000000 Penalty: 2768.412598
	Iteration 26Q: 3 clusters Score -610477 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -610480.437500 Penalty: 2768.412598
	Iteration 27Q: 3 clusters Score -610480.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -610483.000000 Penalty: 2768.412598
	Iteration 28Q: 3 clusters Score -610483 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -610486.937500 Penalty: 2768.412598
	Iteration 29Q: 3 clusters Score -610486.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -610489.875000 Penalty: 2768.412598
	Iteration 30Q: 3 clusters Score -610489.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -610490.687500 Penalty: 2768.412598
	Iteration 31Q: 3 clusters Score -610490.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -610494.187500 Penalty: 2768.412598
	Iteration 32Q: 3 clusters Score -610494.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -610499.312500 Penalty: 2768.412598
	Iteration 33Q: 3 clusters Score -610499.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -610503.375000 Penalty: 2768.412598
	Iteration 34Q: 3 clusters Score -610503.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -610509.625000 Penalty: 2768.412598
	Iteration 35Q: 3 clusters Score -610509.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -610514.500000 Penalty: 2768.412598
	Iteration 36Q: 3 clusters Score -610514.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -610524.187500 Penalty: 2768.412598
	Iteration 37Q: 3 clusters Score -610524.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -610533.375000 Penalty: 2768.412598
	Iteration 38Q: 3 clusters Score -610533.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -610539.312500 Penalty: 2768.412598
	Iteration 39Q: 3 clusters Score -610539.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -610546.375000 Penalty: 2768.412598
	Iteration 40F: 3 clusters Score -610546.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -610551.937500 Penalty: 2768.412598
	Iteration 41Q: 3 clusters Score -610551.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -610559.312500 Penalty: 2768.412598
	Iteration 42Q: 3 clusters Score -610559.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -610570.937500 Penalty: 2768.412598
	Iteration 43Q: 3 clusters Score -610570.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -610585.062500 Penalty: 2768.412598
	Iteration 44Q: 3 clusters Score -610585.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -610598.437500 Penalty: 2768.412598
	Iteration 45Q: 3 clusters Score -610598.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -610619.750000 Penalty: 2768.412598
	Iteration 46Q: 3 clusters Score -610619.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -610633.687500 Penalty: 2768.412598
	Iteration 47Q: 3 clusters Score -610633.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -610645.562500 Penalty: 2768.412598
	Iteration 48Q: 3 clusters Score -610645.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -610656.562500 Penalty: 2768.412598
	Iteration 49Q: 3 clusters Score -610656.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -610668.312500 Penalty: 2768.412598
	Iteration 50Q: 3 clusters Score -610668.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -610682.812500 Penalty: 2768.412598
	Iteration 51Q: 3 clusters Score -610682.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -610692.437500 Penalty: 2768.412598
	Iteration 52Q: 3 clusters Score -610692.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -610701.812500 Penalty: 2768.412598
	Iteration 53Q: 3 clusters Score -610701.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -610719.812500 Penalty: 2768.412598
	Iteration 54Q: 3 clusters Score -610719.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -610740.625000 Penalty: 2768.412598
	Iteration 55Q: 3 clusters Score -610740.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -610755.937500 Penalty: 2768.412598
	Iteration 56Q: 3 clusters Score -610755.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -610777.625000 Penalty: 2768.412598
	Iteration 57Q: 3 clusters Score -610777.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -610794.187500 Penalty: 2768.412598
	Iteration 58Q: 3 clusters Score -610794.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -610806.875000 Penalty: 2768.412598
	Iteration 59Q: 3 clusters Score -610806.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -610813.625000 Penalty: 2768.412598
	Iteration 60F: 3 clusters Score -610813.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -610821.125000 Penalty: 2768.412598
	Iteration 61Q: 3 clusters Score -610821.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -610827.750000 Penalty: 2768.412598
	Iteration 62Q: 3 clusters Score -610827.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -610834.000000 Penalty: 2768.412598
	Iteration 63Q: 3 clusters Score -610834 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -610839.875000 Penalty: 2768.412598
	Iteration 64Q: 3 clusters Score -610839.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -610844.312500 Penalty: 2768.412598
	Iteration 65Q: 3 clusters Score -610844.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -610848.125000 Penalty: 2768.412598
	Iteration 66Q: 3 clusters Score -610848.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -610851.500000 Penalty: 2768.412598
	Iteration 67Q: 3 clusters Score -610851.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -610854.750000 Penalty: 2768.412598
	Iteration 68Q: 3 clusters Score -610854.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -610854.187500 Penalty: 2768.412598
	Iteration 69Q: 3 clusters Score -610854.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -610855.562500 Penalty: 2768.412598
	Iteration 70Q: 3 clusters Score -610855.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -610858.312500 Penalty: 2768.412598
	Iteration 71Q: 3 clusters Score -610858.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -610860.187500 Penalty: 2768.412598
	Iteration 72Q: 3 clusters Score -610860.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -610860.500000 Penalty: 2768.412598
	Iteration 73Q: 3 clusters Score -610860.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -610863.187500 Penalty: 2768.412598
	Iteration 74Q: 3 clusters Score -610863.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -610865.125000 Penalty: 2768.412598
	Iteration 75Q: 3 clusters Score -610865.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -610867.187500 Penalty: 2768.412598
	Iteration 76Q: 3 clusters Score -610867.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -610867.875000 Penalty: 2768.412598
	Iteration 77Q: 3 clusters Score -610867.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -610869.375000 Penalty: 2768.412598
	Iteration 78Q: 3 clusters Score -610869.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -610870.187500 Penalty: 2768.412598
	Iteration 79Q: 3 clusters Score -610870.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -610869.312500 Penalty: 2768.412598
	Iteration 80F: 3 clusters Score -610869.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -610869.937500 Penalty: 2768.412598
	Iteration 81Q: 3 clusters Score -610869.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -610870.875000 Penalty: 2768.412598
	Iteration 82Q: 3 clusters Score -610870.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -610869.937500 Penalty: 2768.412598
	Iteration 83Q: 3 clusters Score -610869.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -610872.250000 Penalty: 2768.412598
	Iteration 84Q: 3 clusters Score -610872.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -610873.375000 Penalty: 2768.412598
	Iteration 85Q: 3 clusters Score -610873.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -610873.062500 Penalty: 2768.412598
	Iteration 86Q: 3 clusters Score -610873.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -610874.500000 Penalty: 2768.412598
	Iteration 87Q: 3 clusters Score -610874.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -610876.625000 Penalty: 2768.412598
	Iteration 88Q: 3 clusters Score -610876.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -610879.125000 Penalty: 2768.412598
	Iteration 89Q: 3 clusters Score -610879.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -610881.125000 Penalty: 2768.412598
	Iteration 90Q: 3 clusters Score -610881.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -610882.375000 Penalty: 2768.412598
	Iteration 91Q: 3 clusters Score -610882.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -610882.562500 Penalty: 2768.412598
	Iteration 92Q: 3 clusters Score -610882.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -610883.187500 Penalty: 2768.412598
	Iteration 93Q: 3 clusters Score -610883.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -610882.875000 Penalty: 2768.412598
	Iteration 94Q: 3 clusters Score -610882.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -610884.312500 Penalty: 2768.412598
	Iteration 95Q: 3 clusters Score -610884.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -610884.000000 Penalty: 2768.412598
	Iteration 96Q: 3 clusters Score -610884 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -610886.000000 Penalty: 2768.412598
	Iteration 97Q: 3 clusters Score -610886 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -610886.687500 Penalty: 2768.412598
	Iteration 98Q: 3 clusters Score -610886.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -610889.000000 Penalty: 2768.412598
	Iteration 99Q: 3 clusters Score -610889 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -610889.812500 Penalty: 2768.412598
	Iteration 100F: 3 clusters Score -610889.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -610889.562500 Penalty: 2768.412598
	Iteration 101Q: 3 clusters Score -610889.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -610892.125000 Penalty: 2768.412598
	Iteration 102Q: 3 clusters Score -610892.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -610892.125000 Penalty: 2768.412598
	Iteration 103F: 3 clusters Score -610892.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (12342 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12342 members 
Entering Unmasked Estep 
Score: -1563751.375000 Penalty: 1530.874023
	Iteration 0F: 2 clusters Score -1563751 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6163 members 
Mstep: Class 2 contains 6179 members 
Entering Unmasked Estep 
Score: -1555084.750000 Penalty: 3061.748047
	Iteration 0F: 3 clusters Score -1555085 nChanged 5350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5955 members 
Mstep: Class 2 contains 6387 members 
Entering Unmasked Estep 
Score: -1557968.250000 Penalty: 3061.748047
	Iteration 1F: 3 clusters Score -1557968 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5795 members 
Mstep: Class 2 contains 6547 members 
Entering Unmasked Estep 
Score: -1558338.875000 Penalty: 3061.748047
	Iteration 2F: 3 clusters Score -1558339 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5524 members 
Mstep: Class 2 contains 6818 members 
Entering Unmasked Estep 
Score: -1558755.250000 Penalty: 3061.748047
	Iteration 3F: 3 clusters Score -1558755 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5222 members 
Mstep: Class 2 contains 7120 members 
Entering Unmasked Estep 
Score: -1559209.375000 Penalty: 3061.748047
	Iteration 4F: 3 clusters Score -1559209 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4926 members 
Mstep: Class 2 contains 7416 members 
Entering Unmasked Estep 
Score: -1559631.250000 Penalty: 3061.748047
	Iteration 5F: 3 clusters Score -1559631 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 7725 members 
Entering Unmasked Estep 
Score: -1560014.375000 Penalty: 3061.748047
	Iteration 6F: 3 clusters Score -1560014 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 7983 members 
Entering Unmasked Estep 
Score: -1560327.750000 Penalty: 3061.748047
	Iteration 7Q: 3 clusters Score -1560328 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 8243 members 
Entering Unmasked Estep 
Score: -1560613.500000 Penalty: 3061.748047
	Iteration 8Q: 3 clusters Score -1560614 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 8477 members 
Entering Unmasked Estep 
Score: -1560819.625000 Penalty: 3061.748047
	Iteration 9Q: 3 clusters Score -1560820 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 8697 members 
Entering Unmasked Estep 
Score: -1560973.000000 Penalty: 3061.748047
	Iteration 10Q: 3 clusters Score -1560973 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 8892 members 
Entering Unmasked Estep 
Score: -1561105.125000 Penalty: 3061.748047
	Iteration 11Q: 3 clusters Score -1561105 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 9076 members 
Entering Unmasked Estep 
Score: -1561233.375000 Penalty: 3061.748047
	Iteration 12Q: 3 clusters Score -1561233 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 9280 members 
Entering Unmasked Estep 
Score: -1561354.875000 Penalty: 3061.748047
	Iteration 13Q: 3 clusters Score -1561355 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 9475 members 
Entering Unmasked Estep 
Score: -1561463.500000 Penalty: 3061.748047
	Iteration 14Q: 3 clusters Score -1561464 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 9663 members 
Entering Unmasked Estep 
Score: -1561552.625000 Penalty: 3061.748047
	Iteration 15Q: 3 clusters Score -1561553 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 9838 members 
Entering Unmasked Estep 
Score: -1561636.750000 Penalty: 3061.748047
	Iteration 16Q: 3 clusters Score -1561637 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 10019 members 
Entering Unmasked Estep 
Score: -1561722.500000 Penalty: 3061.748047
	Iteration 17Q: 3 clusters Score -1561722 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 10196 members 
Entering Unmasked Estep 
Score: -1561804.000000 Penalty: 3061.748047
	Iteration 18Q: 3 clusters Score -1561804 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 10359 members 
Entering Unmasked Estep 
Score: -1561886.875000 Penalty: 3061.748047
	Iteration 19Q: 3 clusters Score -1561887 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 10528 members 
Entering Unmasked Estep 
Score: -1561963.875000 Penalty: 3061.748047
	Iteration 20F: 3 clusters Score -1561964 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 10673 members 
Entering Unmasked Estep 
Score: -1562027.500000 Penalty: 3061.748047
	Iteration 21Q: 3 clusters Score -1562028 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 10806 members 
Entering Unmasked Estep 
Score: -1562086.375000 Penalty: 3061.748047
	Iteration 22Q: 3 clusters Score -1562086 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 10941 members 
Entering Unmasked Estep 
Score: -1562155.125000 Penalty: 3061.748047
	Iteration 23Q: 3 clusters Score -1562155 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 11079 members 
Entering Unmasked Estep 
Score: -1562224.750000 Penalty: 3061.748047
	Iteration 24Q: 3 clusters Score -1562225 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 11200 members 
Entering Unmasked Estep 
Score: -1562278.500000 Penalty: 3061.748047
	Iteration 25Q: 3 clusters Score -1562278 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 11309 members 
Entering Unmasked Estep 
Score: -1562340.125000 Penalty: 3061.748047
	Iteration 26Q: 3 clusters Score -1562340 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 11388 members 
Entering Unmasked Estep 
Score: -1562373.250000 Penalty: 3061.748047
	Iteration 27Q: 3 clusters Score -1562373 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 11466 members 
Entering Unmasked Estep 
Score: -1562413.375000 Penalty: 3061.748047
	Iteration 28Q: 3 clusters Score -1562413 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 11532 members 
Entering Unmasked Estep 
Score: -1562436.875000 Penalty: 3061.748047
	Iteration 29Q: 3 clusters Score -1562437 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 11576 members 
Entering Unmasked Estep 
Score: -1562453.000000 Penalty: 3061.748047
	Iteration 30Q: 3 clusters Score -1562453 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 11602 members 
Entering Unmasked Estep 
Score: -1562461.500000 Penalty: 3061.748047
	Iteration 31Q: 3 clusters Score -1562462 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 11625 members 
Entering Unmasked Estep 
Score: -1562472.000000 Penalty: 3061.748047
	Iteration 32Q: 3 clusters Score -1562472 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 11643 members 
Entering Unmasked Estep 
Score: -1562476.250000 Penalty: 3061.748047
	Iteration 33Q: 3 clusters Score -1562476 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 11665 members 
Entering Unmasked Estep 
Score: -1562485.750000 Penalty: 3061.748047
	Iteration 34Q: 3 clusters Score -1562486 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 11684 members 
Entering Unmasked Estep 
Score: -1562498.250000 Penalty: 3061.748047
	Iteration 35Q: 3 clusters Score -1562498 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 11705 members 
Entering Unmasked Estep 
Score: -1562508.750000 Penalty: 3061.748047
	Iteration 36Q: 3 clusters Score -1562509 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 11722 members 
Entering Unmasked Estep 
Score: -1562513.250000 Penalty: 3061.748047
	Iteration 37Q: 3 clusters Score -1562513 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 11733 members 
Entering Unmasked Estep 
Score: -1562522.750000 Penalty: 3061.748047
	Iteration 38Q: 3 clusters Score -1562523 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 11748 members 
Entering Unmasked Estep 
Score: -1562532.625000 Penalty: 3061.748047
	Iteration 39Q: 3 clusters Score -1562533 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 11764 members 
Entering Unmasked Estep 
Score: -1562542.500000 Penalty: 3061.748047
	Iteration 40F: 3 clusters Score -1562542 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 11785 members 
Entering Unmasked Estep 
Score: -1562557.000000 Penalty: 3061.748047
	Iteration 41Q: 3 clusters Score -1562557 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 11796 members 
Entering Unmasked Estep 
Score: -1562569.625000 Penalty: 3061.748047
	Iteration 42Q: 3 clusters Score -1562570 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 11804 members 
Entering Unmasked Estep 
Score: -1562579.250000 Penalty: 3061.748047
	Iteration 43Q: 3 clusters Score -1562579 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 11816 members 
Entering Unmasked Estep 
Score: -1562585.500000 Penalty: 3061.748047
	Iteration 44Q: 3 clusters Score -1562586 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 11827 members 
Entering Unmasked Estep 
Score: -1562590.750000 Penalty: 3061.748047
	Iteration 45Q: 3 clusters Score -1562591 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 11836 members 
Entering Unmasked Estep 
Score: -1562596.500000 Penalty: 3061.748047
	Iteration 46Q: 3 clusters Score -1562596 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 11841 members 
Entering Unmasked Estep 
Score: -1562597.500000 Penalty: 3061.748047
	Iteration 47Q: 3 clusters Score -1562598 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 11845 members 
Entering Unmasked Estep 
Score: -1562599.250000 Penalty: 3061.748047
	Iteration 48Q: 3 clusters Score -1562599 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 11851 members 
Entering Unmasked Estep 
Score: -1562603.125000 Penalty: 3061.748047
	Iteration 49Q: 3 clusters Score -1562603 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 11854 members 
Entering Unmasked Estep 
Score: -1562601.625000 Penalty: 3061.748047
	Iteration 50Q: 3 clusters Score -1562602 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 11857 members 
Entering Unmasked Estep 
Score: -1562605.875000 Penalty: 3061.748047
	Iteration 51Q: 3 clusters Score -1562606 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 11862 members 
Entering Unmasked Estep 
Score: -1562608.875000 Penalty: 3061.748047
	Iteration 52Q: 3 clusters Score -1562609 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 11868 members 
Entering Unmasked Estep 
Score: -1562612.125000 Penalty: 3061.748047
	Iteration 53Q: 3 clusters Score -1562612 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 11870 members 
Entering Unmasked Estep 
Score: -1562614.875000 Penalty: 3061.748047
	Iteration 54Q: 3 clusters Score -1562615 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 11874 members 
Entering Unmasked Estep 
Score: -1562612.875000 Penalty: 3061.748047
	Iteration 55Q: 3 clusters Score -1562613 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 11876 members 
Entering Unmasked Estep 
Score: -1562616.375000 Penalty: 3061.748047
	Iteration 56Q: 3 clusters Score -1562616 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 11882 members 
Entering Unmasked Estep 
Score: -1562620.000000 Penalty: 3061.748047
	Iteration 57Q: 3 clusters Score -1562620 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 11888 members 
Entering Unmasked Estep 
Score: -1562624.625000 Penalty: 3061.748047
	Iteration 58Q: 3 clusters Score -1562625 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 11891 members 
Entering Unmasked Estep 
Score: -1562627.750000 Penalty: 3061.748047
	Iteration 59Q: 3 clusters Score -1562628 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 11893 members 
Entering Unmasked Estep 
Score: -1562629.125000 Penalty: 3061.748047
	Iteration 60F: 3 clusters Score -1562629 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 11897 members 
Entering Unmasked Estep 
Score: -1562629.750000 Penalty: 3061.748047
	Iteration 61Q: 3 clusters Score -1562630 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 11899 members 
Entering Unmasked Estep 
Score: -1562630.625000 Penalty: 3061.748047
	Iteration 62Q: 3 clusters Score -1562631 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 11899 members 
Entering Unmasked Estep 
Score: -1562630.625000 Penalty: 3061.748047
	Iteration 63F: 3 clusters Score -1562631 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (2910 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Entering Unmasked Estep 
Score: -331461.531250 Penalty: 1296.085083
	Iteration 0F: 2 clusters Score -331461.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -328763.000000 Penalty: 2592.170166
	Iteration 0F: 3 clusters Score -328763 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -329481.625000 Penalty: 2592.170166
	Iteration 1F: 3 clusters Score -329481.6 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -329689.031250 Penalty: 2592.170166
	Iteration 2F: 3 clusters Score -329689 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -329825.468750 Penalty: 2592.170166
	Iteration 3F: 3 clusters Score -329825.5 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -329927.625000 Penalty: 2592.170166
	Iteration 4Q: 3 clusters Score -329927.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -330017.093750 Penalty: 2592.170166
	Iteration 5Q: 3 clusters Score -330017.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -330083.875000 Penalty: 2592.170166
	Iteration 6Q: 3 clusters Score -330083.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -330156.468750 Penalty: 2592.170166
	Iteration 7Q: 3 clusters Score -330156.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -330214.968750 Penalty: 2592.170166
	Iteration 8Q: 3 clusters Score -330215 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -330266.531250 Penalty: 2592.170166
	Iteration 9Q: 3 clusters Score -330266.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -330315.812500 Penalty: 2592.170166
	Iteration 10Q: 3 clusters Score -330315.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -330375.937500 Penalty: 2592.170166
	Iteration 11Q: 3 clusters Score -330375.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -330448.406250 Penalty: 2592.170166
	Iteration 12Q: 3 clusters Score -330448.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -330501.500000 Penalty: 2592.170166
	Iteration 13Q: 3 clusters Score -330501.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -330559.250000 Penalty: 2592.170166
	Iteration 14Q: 3 clusters Score -330559.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -330633.968750 Penalty: 2592.170166
	Iteration 15Q: 3 clusters Score -330634 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -330734.468750 Penalty: 2592.170166
	Iteration 16Q: 3 clusters Score -330734.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -330917.500000 Penalty: 2592.170166
	Iteration 17Q: 3 clusters Score -330917.5 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -331225.531250 Penalty: 2592.170166
	Iteration 18Q: 3 clusters Score -331225.5 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -331579.750000 Penalty: 2592.170166
	Iteration 19Q: 3 clusters Score -331579.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -331802.593750 Penalty: 2592.170166
	Iteration 20F: 3 clusters Score -331802.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -331871.343750 Penalty: 2592.170166
	Iteration 21Q: 3 clusters Score -331871.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -331880.406250 Penalty: 2592.170166
	Iteration 22Q: 3 clusters Score -331880.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -331881.281250 Penalty: 2592.170166
	Iteration 23Q: 3 clusters Score -331881.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -331882.062500 Penalty: 2592.170166
	Iteration 24Q: 3 clusters Score -331882.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -331882.562500 Penalty: 2592.170166
	Iteration 25Q: 3 clusters Score -331882.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -331884.312500 Penalty: 2592.170166
	Iteration 26Q: 3 clusters Score -331884.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -331885.437500 Penalty: 2592.170166
	Iteration 27Q: 3 clusters Score -331885.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -331885.437500 Penalty: 2592.170166
	Iteration 28F: 3 clusters Score -331885.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 5720 members 
Mstep: Class 3 contains 5303 members 
Mstep: Class 4 contains 34971 members 
Mstep: Class 5 contains 95915 members 
Mstep: Class 6 contains 461 members 
Mstep: Class 7 contains 17575 members 
Mstep: Class 8 contains 152462 members 
Mstep: Class 9 contains 8847 members 
Mstep: Class 10 contains 2181 members 
Mstep: Class 11 contains 452 members 
Mstep: Class 12 contains 17982 members 
Mstep: Class 13 contains 1392 members 
Mstep: Class 14 contains 1888 members 
Mstep: Class 15 contains 8226 members 
Mstep: Class 16 contains 38959 members 
Mstep: Class 17 contains 56369 members 
Mstep: Class 18 contains 2374 members 
Mstep: Class 19 contains 11485 members 
Mstep: Class 20 contains 37171 members 
Mstep: Class 21 contains 8069 members 
Mstep: Class 22 contains 12596 members 
Mstep: Class 23 contains 3059 members 
Mstep: Class 24 contains 39547 members 
Mstep: Class 25 contains 9323 members 
Mstep: Class 26 contains 4115 members 
Mstep: Class 27 contains 8846 members 
Mstep: Class 28 contains 3839 members 
Mstep: Class 29 contains 7707 members 
Mstep: Class 30 contains 6677 members 
Mstep: Class 31 contains 23477 members 
Mstep: Class 32 contains 39930 members 
Mstep: Class 33 contains 17863 members 
Mstep: Class 34 contains 5153 members 
Mstep: Class 35 contains 11405 members 
Mstep: Class 36 contains 2444 members 
Mstep: Class 37 contains 2749 members 
Mstep: Class 38 contains 19054 members 
Mstep: Class 39 contains 1360 members 
Mstep: Class 40 contains 14740 members 
Mstep: Class 41 contains 1936 members 
Mstep: Class 42 contains 1129 members 
Mstep: Class 43 contains 4226 members 
Mstep: Class 44 contains 4021 members 
Mstep: Class 45 contains 3198 members 
Mstep: Class 46 contains 5005 members 
Mstep: Class 47 contains 12342 members 
Mstep: Class 48 contains 1850 members 
Mstep: Class 49 contains 8042 members 
Mstep: Class 50 contains 27414 members 
Mstep: Class 51 contains 3325 members 
Mstep: Class 52 contains 1060 members 
Entering Unmasked Estep 
Score: -100305840.000000 Penalty: 115070.648438
Splitting cluster 48 changes total score from -100306672.000000 to -100305840.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 49 (8042 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8042 members 
Entering Unmasked Estep 
Score: -1026261.125000 Penalty: 1461.270508
	Iteration 0F: 2 clusters Score -1026261 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -1020453.562500 Penalty: 2922.541016
	Iteration 0F: 3 clusters Score -1020454 nChanged 3405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -1022470.562500 Penalty: 2922.541016
	Iteration 1F: 3 clusters Score -1022471 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -1022895.312500 Penalty: 2922.541016
	Iteration 2F: 3 clusters Score -1022895 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -1023328.125000 Penalty: 2922.541016
	Iteration 3F: 3 clusters Score -1023328 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -1023720.250000 Penalty: 2922.541016
	Iteration 4F: 3 clusters Score -1023720 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -1024081.687500 Penalty: 2922.541016
	Iteration 5F: 3 clusters Score -1024082 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -1024386.250000 Penalty: 2922.541016
	Iteration 6F: 3 clusters Score -1024386 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4914 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -1024598.437500 Penalty: 2922.541016
	Iteration 7Q: 3 clusters Score -1024598 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -1024720.125000 Penalty: 2922.541016
	Iteration 8Q: 3 clusters Score -1024720 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -1024819.375000 Penalty: 2922.541016
	Iteration 9Q: 3 clusters Score -1024819 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4965 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -1024880.250000 Penalty: 2922.541016
	Iteration 10Q: 3 clusters Score -1024880 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4965 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -1024925.812500 Penalty: 2922.541016
	Iteration 11Q: 3 clusters Score -1024926 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -1024957.437500 Penalty: 2922.541016
	Iteration 12Q: 3 clusters Score -1024957 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -1024978.312500 Penalty: 2922.541016
	Iteration 13Q: 3 clusters Score -1024978 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -1024992.875000 Penalty: 2922.541016
	Iteration 14Q: 3 clusters Score -1024993 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -1025006.687500 Penalty: 2922.541016
	Iteration 15Q: 3 clusters Score -1025007 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -1025016.812500 Penalty: 2922.541016
	Iteration 16Q: 3 clusters Score -1025017 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -1025025.500000 Penalty: 2922.541016
	Iteration 17Q: 3 clusters Score -1025026 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -1025035.812500 Penalty: 2922.541016
	Iteration 18Q: 3 clusters Score -1025036 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -1025040.812500 Penalty: 2922.541016
	Iteration 19Q: 3 clusters Score -1025041 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -1025047.062500 Penalty: 2922.541016
	Iteration 20F: 3 clusters Score -1025047 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -1025051.437500 Penalty: 2922.541016
	Iteration 21Q: 3 clusters Score -1025051 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -1025059.562500 Penalty: 2922.541016
	Iteration 22Q: 3 clusters Score -1025060 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -1025069.125000 Penalty: 2922.541016
	Iteration 23Q: 3 clusters Score -1025069 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -1025072.312500 Penalty: 2922.541016
	Iteration 24Q: 3 clusters Score -1025072 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -1025079.250000 Penalty: 2922.541016
	Iteration 25Q: 3 clusters Score -1025079 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -1025084.937500 Penalty: 2922.541016
	Iteration 26Q: 3 clusters Score -1025085 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -1025093.187500 Penalty: 2922.541016
	Iteration 27Q: 3 clusters Score -1025093 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -1025096.812500 Penalty: 2922.541016
	Iteration 28Q: 3 clusters Score -1025097 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -1025104.562500 Penalty: 2922.541016
	Iteration 29Q: 3 clusters Score -1025105 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -1025110.750000 Penalty: 2922.541016
	Iteration 30Q: 3 clusters Score -1025111 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -1025115.187500 Penalty: 2922.541016
	Iteration 31Q: 3 clusters Score -1025115 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -1025123.312500 Penalty: 2922.541016
	Iteration 32Q: 3 clusters Score -1025123 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -1025125.625000 Penalty: 2922.541016
	Iteration 33Q: 3 clusters Score -1025126 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -1025126.000000 Penalty: 2922.541016
	Iteration 34Q: 3 clusters Score -1025126 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -1025131.562500 Penalty: 2922.541016
	Iteration 35Q: 3 clusters Score -1025132 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -1025132.250000 Penalty: 2922.541016
	Iteration 36Q: 3 clusters Score -1025132 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -1025134.562500 Penalty: 2922.541016
	Iteration 37Q: 3 clusters Score -1025135 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -1025134.812500 Penalty: 2922.541016
	Iteration 38Q: 3 clusters Score -1025135 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -1025134.687500 Penalty: 2922.541016
	Iteration 39Q: 3 clusters Score -1025135 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -1025138.500000 Penalty: 2922.541016
	Iteration 40F: 3 clusters Score -1025138 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -1025140.625000 Penalty: 2922.541016
	Iteration 41Q: 3 clusters Score -1025141 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -1025145.000000 Penalty: 2922.541016
	Iteration 42Q: 3 clusters Score -1025145 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -1025152.250000 Penalty: 2922.541016
	Iteration 43Q: 3 clusters Score -1025152 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -1025155.000000 Penalty: 2922.541016
	Iteration 44Q: 3 clusters Score -1025155 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -1025163.375000 Penalty: 2922.541016
	Iteration 45Q: 3 clusters Score -1025163 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -1025171.625000 Penalty: 2922.541016
	Iteration 46Q: 3 clusters Score -1025172 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -1025183.312500 Penalty: 2922.541016
	Iteration 47Q: 3 clusters Score -1025183 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -1025193.250000 Penalty: 2922.541016
	Iteration 48Q: 3 clusters Score -1025193 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -1025205.000000 Penalty: 2922.541016
	Iteration 49Q: 3 clusters Score -1025205 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -1025210.562500 Penalty: 2922.541016
	Iteration 50Q: 3 clusters Score -1025211 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -1025221.250000 Penalty: 2922.541016
	Iteration 51Q: 3 clusters Score -1025221 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -1025230.500000 Penalty: 2922.541016
	Iteration 52Q: 3 clusters Score -1025230 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -1025238.687500 Penalty: 2922.541016
	Iteration 53Q: 3 clusters Score -1025239 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -1025251.625000 Penalty: 2922.541016
	Iteration 54Q: 3 clusters Score -1025252 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -1025272.437500 Penalty: 2922.541016
	Iteration 55Q: 3 clusters Score -1025272 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -1025294.062500 Penalty: 2922.541016
	Iteration 56Q: 3 clusters Score -1025294 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -1025315.312500 Penalty: 2922.541016
	Iteration 57Q: 3 clusters Score -1025315 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -1025339.750000 Penalty: 2922.541016
	Iteration 58Q: 3 clusters Score -1025340 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -1025370.437500 Penalty: 2922.541016
	Iteration 59Q: 3 clusters Score -1025370 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -1025400.937500 Penalty: 2922.541016
	Iteration 60F: 3 clusters Score -1025401 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -1025428.250000 Penalty: 2922.541016
	Iteration 61Q: 3 clusters Score -1025428 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -1025453.000000 Penalty: 2922.541016
	Iteration 62Q: 3 clusters Score -1025453 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -1025486.500000 Penalty: 2922.541016
	Iteration 63Q: 3 clusters Score -1025486 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -1025517.812500 Penalty: 2922.541016
	Iteration 64Q: 3 clusters Score -1025518 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -1025540.312500 Penalty: 2922.541016
	Iteration 65Q: 3 clusters Score -1025540 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -1025556.000000 Penalty: 2922.541016
	Iteration 66Q: 3 clusters Score -1025556 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -1025564.562500 Penalty: 2922.541016
	Iteration 67Q: 3 clusters Score -1025565 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -1025573.062500 Penalty: 2922.541016
	Iteration 68Q: 3 clusters Score -1025573 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -1025589.250000 Penalty: 2922.541016
	Iteration 69Q: 3 clusters Score -1025589 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -1025601.000000 Penalty: 2922.541016
	Iteration 70Q: 3 clusters Score -1025601 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -1025605.000000 Penalty: 2922.541016
	Iteration 71Q: 3 clusters Score -1025605 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
Score: -1025614.625000 Penalty: 2922.541016
	Iteration 72Q: 3 clusters Score -1025615 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -1025625.625000 Penalty: 2922.541016
	Iteration 73Q: 3 clusters Score -1025626 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -1025637.000000 Penalty: 2922.541016
	Iteration 74Q: 3 clusters Score -1025637 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -1025643.062500 Penalty: 2922.541016
	Iteration 75Q: 3 clusters Score -1025643 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 5179 members 
Entering Unmasked Estep 
Score: -1025656.062500 Penalty: 2922.541016
	Iteration 76Q: 3 clusters Score -1025656 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
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Entering Unmasked Estep 
Score: -1025660.062500 Penalty: 2922.541016
	Iteration 77Q: 3 clusters Score -1025660 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 5244 members 
Entering Unmasked Estep 
Score: -1025671.125000 Penalty: 2922.541016
	Iteration 78Q: 3 clusters Score -1025671 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
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Entering Unmasked Estep 
Score: -1025674.687500 Penalty: 2922.541016
	Iteration 79Q: 3 clusters Score -1025675 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
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Entering Unmasked Estep 
Score: -1025677.875000 Penalty: 2922.541016
	Iteration 80F: 3 clusters Score -1025678 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
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Entering Unmasked Estep 
Score: -1025682.937500 Penalty: 2922.541016
	Iteration 81Q: 3 clusters Score -1025683 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
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Entering Unmasked Estep 
Score: -1025686.125000 Penalty: 2922.541016
	Iteration 82Q: 3 clusters Score -1025686 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 5325 members 
Entering Unmasked Estep 
Score: -1025690.125000 Penalty: 2922.541016
	Iteration 83Q: 3 clusters Score -1025690 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 5336 members 
Entering Unmasked Estep 
Score: -1025692.062500 Penalty: 2922.541016
	Iteration 84Q: 3 clusters Score -1025692 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 5345 members 
Entering Unmasked Estep 
Score: -1025693.312500 Penalty: 2922.541016
	Iteration 85Q: 3 clusters Score -1025693 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 5355 members 
Entering Unmasked Estep 
Score: -1025698.625000 Penalty: 2922.541016
	Iteration 86Q: 3 clusters Score -1025699 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 5364 members 
Entering Unmasked Estep 
Score: -1025697.062500 Penalty: 2922.541016
	Iteration 87Q: 3 clusters Score -1025697 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -1025696.500000 Penalty: 2922.541016
	Iteration 88Q: 3 clusters Score -1025696 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
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Entering Unmasked Estep 
Score: -1025697.125000 Penalty: 2922.541016
	Iteration 89Q: 3 clusters Score -1025697 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 5375 members 
Entering Unmasked Estep 
Score: -1025698.062500 Penalty: 2922.541016
	Iteration 90Q: 3 clusters Score -1025698 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
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Entering Unmasked Estep 
Score: -1025696.562500 Penalty: 2922.541016
	Iteration 91Q: 3 clusters Score -1025697 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
Score: -1025698.000000 Penalty: 2922.541016
	Iteration 92Q: 3 clusters Score -1025698 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 5383 members 
Entering Unmasked Estep 
Score: -1025697.312500 Penalty: 2922.541016
	Iteration 93Q: 3 clusters Score -1025697 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 5385 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -1025698 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
Score: -1025698.625000 Penalty: 2922.541016
	Iteration 95Q: 3 clusters Score -1025699 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
Score: -1025698.625000 Penalty: 2922.541016
	Iteration 96F: 3 clusters Score -1025699 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (27414 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27414 members 
Entering Unmasked Estep 
Score: -3516069.250000 Penalty: 1660.556519
	Iteration 0F: 2 clusters Score -3516069 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13708 members 
Mstep: Class 2 contains 13706 members 
Entering Unmasked Estep 
Score: -3497624.250000 Penalty: 3321.113037
	Iteration 0F: 3 clusters Score -3497624 nChanged 12596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13460 members 
Mstep: Class 2 contains 13954 members 
Entering Unmasked Estep 
Score: -3504819.250000 Penalty: 3321.113037
	Iteration 1F: 3 clusters Score -3504819 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13284 members 
Mstep: Class 2 contains 14130 members 
Entering Unmasked Estep 
Score: -3505543.750000 Penalty: 3321.113037
	Iteration 2F: 3 clusters Score -3505544 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13082 members 
Mstep: Class 2 contains 14332 members 
Entering Unmasked Estep 
Score: -3506412.250000 Penalty: 3321.113037
	Iteration 3F: 3 clusters Score -3506412 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12834 members 
Mstep: Class 2 contains 14580 members 
Entering Unmasked Estep 
Score: -3507423.000000 Penalty: 3321.113037
	Iteration 4F: 3 clusters Score -3507423 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12595 members 
Mstep: Class 2 contains 14819 members 
Entering Unmasked Estep 
Score: -3508605.250000 Penalty: 3321.113037
	Iteration 5F: 3 clusters Score -3508605 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12447 members 
Mstep: Class 2 contains 14967 members 
Entering Unmasked Estep 
Score: -3510138.750000 Penalty: 3321.113037
	Iteration 6F: 3 clusters Score -3510139 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12509 members 
Mstep: Class 2 contains 14905 members 
Entering Unmasked Estep 
Score: -3511846.000000 Penalty: 3321.113037
	Iteration 7F: 3 clusters Score -3511846 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12596 members 
Mstep: Class 2 contains 14818 members 
Entering Unmasked Estep 
Score: -3513421.500000 Penalty: 3321.113037
	Iteration 8F: 3 clusters Score -3513422 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12609 members 
Mstep: Class 2 contains 14805 members 
Entering Unmasked Estep 
Score: -3514497.750000 Penalty: 3321.113037
	Iteration 9Q: 3 clusters Score -3514498 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12611 members 
Mstep: Class 2 contains 14803 members 
Entering Unmasked Estep 
Score: -3515156.000000 Penalty: 3321.113037
	Iteration 10Q: 3 clusters Score -3515156 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12567 members 
Mstep: Class 2 contains 14847 members 
Entering Unmasked Estep 
Score: -3515592.500000 Penalty: 3321.113037
	Iteration 11Q: 3 clusters Score -3515592 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12472 members 
Mstep: Class 2 contains 14942 members 
Entering Unmasked Estep 
Score: -3515880.250000 Penalty: 3321.113037
	Iteration 12Q: 3 clusters Score -3515880 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12387 members 
Mstep: Class 2 contains 15027 members 
Entering Unmasked Estep 
Score: -3516038.500000 Penalty: 3321.113037
	Iteration 13Q: 3 clusters Score -3516038 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12312 members 
Mstep: Class 2 contains 15102 members 
Entering Unmasked Estep 
Score: -3516105.750000 Penalty: 3321.113037
	Iteration 14Q: 3 clusters Score -3516106 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12233 members 
Mstep: Class 2 contains 15181 members 
Entering Unmasked Estep 
Score: -3516158.250000 Penalty: 3321.113037
	Iteration 15Q: 3 clusters Score -3516158 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12150 members 
Mstep: Class 2 contains 15264 members 
Entering Unmasked Estep 
Score: -3516175.000000 Penalty: 3321.113037
	Iteration 16Q: 3 clusters Score -3516175 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12080 members 
Mstep: Class 2 contains 15334 members 
Entering Unmasked Estep 
Score: -3516195.500000 Penalty: 3321.113037
	Iteration 17Q: 3 clusters Score -3516196 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12008 members 
Mstep: Class 2 contains 15406 members 
Entering Unmasked Estep 
Score: -3516208.750000 Penalty: 3321.113037
	Iteration 18Q: 3 clusters Score -3516209 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11952 members 
Mstep: Class 2 contains 15462 members 
Entering Unmasked Estep 
Score: -3516216.750000 Penalty: 3321.113037
	Iteration 19Q: 3 clusters Score -3516217 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11907 members 
Mstep: Class 2 contains 15507 members 
Entering Unmasked Estep 
Score: -3516227.500000 Penalty: 3321.113037
	Iteration 20F: 3 clusters Score -3516228 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11879 members 
Mstep: Class 2 contains 15535 members 
Entering Unmasked Estep 
Score: -3516227.500000 Penalty: 3321.113037
	Iteration 21Q: 3 clusters Score -3516228 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11845 members 
Mstep: Class 2 contains 15569 members 
Entering Unmasked Estep 
Score: -3516233.000000 Penalty: 3321.113037
	Iteration 22Q: 3 clusters Score -3516233 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11820 members 
Mstep: Class 2 contains 15594 members 
Entering Unmasked Estep 
Score: -3516235.000000 Penalty: 3321.113037
	Iteration 23Q: 3 clusters Score -3516235 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11798 members 
Mstep: Class 2 contains 15616 members 
Entering Unmasked Estep 
Score: -3516247.750000 Penalty: 3321.113037
	Iteration 24Q: 3 clusters Score -3516248 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11773 members 
Mstep: Class 2 contains 15641 members 
Entering Unmasked Estep 
Score: -3516258.000000 Penalty: 3321.113037
	Iteration 25Q: 3 clusters Score -3516258 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11747 members 
Mstep: Class 2 contains 15667 members 
Entering Unmasked Estep 
Score: -3516264.750000 Penalty: 3321.113037
	Iteration 26Q: 3 clusters Score -3516265 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11726 members 
Mstep: Class 2 contains 15688 members 
Entering Unmasked Estep 
Score: -3516257.250000 Penalty: 3321.113037
	Iteration 27Q: 3 clusters Score -3516257 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11719 members 
Mstep: Class 2 contains 15695 members 
Entering Unmasked Estep 
Score: -3516257.500000 Penalty: 3321.113037
	Iteration 28Q: 3 clusters Score -3516258 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11713 members 
Mstep: Class 2 contains 15701 members 
Entering Unmasked Estep 
Score: -3516261.500000 Penalty: 3321.113037
	Iteration 29Q: 3 clusters Score -3516262 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11709 members 
Mstep: Class 2 contains 15705 members 
Entering Unmasked Estep 
Score: -3516259.500000 Penalty: 3321.113037
	Iteration 30Q: 3 clusters Score -3516260 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11704 members 
Mstep: Class 2 contains 15710 members 
Entering Unmasked Estep 
Score: -3516257.250000 Penalty: 3321.113037
	Iteration 31Q: 3 clusters Score -3516257 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11700 members 
Mstep: Class 2 contains 15714 members 
Entering Unmasked Estep 
Score: -3516257.250000 Penalty: 3321.113037
	Iteration 32Q: 3 clusters Score -3516257 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11698 members 
Mstep: Class 2 contains 15716 members 
Entering Unmasked Estep 
Score: -3516256.750000 Penalty: 3321.113037
	Iteration 33Q: 3 clusters Score -3516257 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11700 members 
Mstep: Class 2 contains 15714 members 
Entering Unmasked Estep 
Score: -3516257.000000 Penalty: 3321.113037
	Iteration 34Q: 3 clusters Score -3516257 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11700 members 
Mstep: Class 2 contains 15714 members 
Entering Unmasked Estep 
Score: -3516257.000000 Penalty: 3321.113037
	Iteration 35F: 3 clusters Score -3516257 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 5720 members 
Mstep: Class 3 contains 5303 members 
Mstep: Class 4 contains 34971 members 
Mstep: Class 5 contains 95915 members 
Mstep: Class 6 contains 461 members 
Mstep: Class 7 contains 17575 members 
Mstep: Class 8 contains 152462 members 
Mstep: Class 9 contains 8847 members 
Mstep: Class 10 contains 2181 members 
Mstep: Class 11 contains 452 members 
Mstep: Class 12 contains 17982 members 
Mstep: Class 13 contains 1392 members 
Mstep: Class 14 contains 1888 members 
Mstep: Class 15 contains 8226 members 
Mstep: Class 16 contains 38959 members 
Mstep: Class 17 contains 56369 members 
Mstep: Class 18 contains 2374 members 
Mstep: Class 19 contains 11485 members 
Mstep: Class 20 contains 37171 members 
Mstep: Class 21 contains 8069 members 
Mstep: Class 22 contains 12596 members 
Mstep: Class 23 contains 3059 members 
Mstep: Class 24 contains 39547 members 
Mstep: Class 25 contains 9323 members 
Mstep: Class 26 contains 4115 members 
Mstep: Class 27 contains 8846 members 
Mstep: Class 28 contains 3839 members 
Mstep: Class 29 contains 7707 members 
Mstep: Class 30 contains 6677 members 
Mstep: Class 31 contains 23477 members 
Mstep: Class 32 contains 39930 members 
Mstep: Class 33 contains 17863 members 
Mstep: Class 34 contains 5153 members 
Mstep: Class 35 contains 11405 members 
Mstep: Class 36 contains 2444 members 
Mstep: Class 37 contains 2749 members 
Mstep: Class 38 contains 19054 members 
Mstep: Class 39 contains 1360 members 
Mstep: Class 40 contains 14740 members 
Mstep: Class 41 contains 1936 members 
Mstep: Class 42 contains 1129 members 
Mstep: Class 43 contains 4226 members 
Mstep: Class 44 contains 4021 members 
Mstep: Class 45 contains 3198 members 
Mstep: Class 46 contains 5005 members 
Mstep: Class 47 contains 12342 members 
Mstep: Class 48 contains 2910 members 
Mstep: Class 49 contains 8042 members 
Mstep: Class 50 contains 11700 members 
Mstep: Class 51 contains 3325 members 
Mstep: Class 52 contains 15714 members 
Entering Unmasked Estep 
Score: -100306224.000000 Penalty: 115070.648438
Splitting cluster 50 changes total score from -100306672.000000 to -100306224.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 51 (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: -416734.937500 Penalty: 1317.749146
	Iteration 0F: 2 clusters Score -416734.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -413821.937500 Penalty: 2635.498291
	Iteration 0F: 3 clusters Score -413821.9 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -414554.625000 Penalty: 2635.498291
	Iteration 1F: 3 clusters Score -414554.6 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -414677.687500 Penalty: 2635.498291
	Iteration 2F: 3 clusters Score -414677.7 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -414766.906250 Penalty: 2635.498291
	Iteration 3Q: 3 clusters Score -414766.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -414840.437500 Penalty: 2635.498291
	Iteration 4Q: 3 clusters Score -414840.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -414914.125000 Penalty: 2635.498291
	Iteration 5Q: 3 clusters Score -414914.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -414985.093750 Penalty: 2635.498291
	Iteration 6Q: 3 clusters Score -414985.1 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -415100.781250 Penalty: 2635.498291
	Iteration 7Q: 3 clusters Score -415100.8 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -415227.031250 Penalty: 2635.498291
	Iteration 8Q: 3 clusters Score -415227 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -415368.718750 Penalty: 2635.498291
	Iteration 9Q: 3 clusters Score -415368.7 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -415479.250000 Penalty: 2635.498291
	Iteration 10Q: 3 clusters Score -415479.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -415575.156250 Penalty: 2635.498291
	Iteration 11Q: 3 clusters Score -415575.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -415634.656250 Penalty: 2635.498291
	Iteration 12Q: 3 clusters Score -415634.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -415673.906250 Penalty: 2635.498291
	Iteration 13Q: 3 clusters Score -415673.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -415699.468750 Penalty: 2635.498291
	Iteration 14Q: 3 clusters Score -415699.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -415713.093750 Penalty: 2635.498291
	Iteration 15Q: 3 clusters Score -415713.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -415725.812500 Penalty: 2635.498291
	Iteration 16Q: 3 clusters Score -415725.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -415735.812500 Penalty: 2635.498291
	Iteration 17Q: 3 clusters Score -415735.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -415745.750000 Penalty: 2635.498291
	Iteration 18Q: 3 clusters Score -415745.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -415750.687500 Penalty: 2635.498291
	Iteration 19Q: 3 clusters Score -415750.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -415755.281250 Penalty: 2635.498291
	Iteration 20F: 3 clusters Score -415755.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -415762.875000 Penalty: 2635.498291
	Iteration 21Q: 3 clusters Score -415762.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -415765.093750 Penalty: 2635.498291
	Iteration 22Q: 3 clusters Score -415765.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -415766.843750 Penalty: 2635.498291
	Iteration 23Q: 3 clusters Score -415766.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -415768.531250 Penalty: 2635.498291
	Iteration 24Q: 3 clusters Score -415768.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -415768.531250 Penalty: 2635.498291
	Iteration 25F: 3 clusters Score -415768.5 nChanged 0
23->52 Clusters: Score -100306672.000000, best is -100311736.000000

Starting from 24 clusters...
--- Clustering full data set of 820631 points ---
Entering CEM 
Assigned 24 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35915 members 
Mstep: Class 2 contains 35570 members 
Mstep: Class 3 contains 35855 members 
Mstep: Class 4 contains 35756 members 
Mstep: Class 5 contains 35861 members 
Mstep: Class 6 contains 35378 members 
Mstep: Class 7 contains 35604 members 
Mstep: Class 8 contains 35539 members 
Mstep: Class 9 contains 35753 members 
Mstep: Class 10 contains 35808 members 
Mstep: Class 11 contains 35596 members 
Mstep: Class 12 contains 35674 members 
Mstep: Class 13 contains 35585 members 
Mstep: Class 14 contains 35436 members 
Mstep: Class 15 contains 35895 members 
Mstep: Class 16 contains 35381 members 
Mstep: Class 17 contains 35739 members 
Mstep: Class 18 contains 35615 members 
Mstep: Class 19 contains 35709 members 
Mstep: Class 20 contains 35648 members 
Mstep: Class 21 contains 35836 members 
Mstep: Class 22 contains 35745 members 
Mstep: Class 23 contains 35733 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 21. Lose 876.426025 but Gain 2212.894531
Score: -95345920.000000 Penalty: 48683.738281
Iteration 0F: 23 clusters Score -9.534592e+07 nChanged 784055
Entering Unmasked Mstep 
Mstep: Class 0 contains 776 members 
Mstep: Class 1 contains 12549 members 
Mstep: Class 2 contains 29100 members 
Mstep: Class 3 contains 55568 members 
Mstep: Class 4 contains 53794 members 
Mstep: Class 5 contains 12325 members 
Mstep: Class 6 contains 122480 members 
Mstep: Class 7 contains 42123 members 
Mstep: Class 8 contains 19807 members 
Mstep: Class 9 contains 37848 members 
Mstep: Class 10 contains 14704 members 
Mstep: Class 11 contains 20910 members 
Mstep: Class 12 contains 6520 members 
Mstep: Class 13 contains 52372 members 
Mstep: Class 14 contains 80708 members 
Mstep: Class 15 contains 30142 members 
Mstep: Class 16 contains 16220 members 
Mstep: Class 17 contains 24129 members 
Mstep: Class 18 contains 17317 members 
Mstep: Class 19 contains 55584 members 
Mstep: Class 20 contains 27989 members 
Mstep: Class 22 contains 25932 members 
Mstep: Class 23 contains 61734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -97868504.000000 Penalty: 48683.738281
Iteration 1F: 23 clusters Score -9.78685e+07 nChanged 374459
Entering Unmasked Mstep 
Mstep: Class 0 contains 495 members 
Mstep: Class 1 contains 6191 members 
Mstep: Class 2 contains 20517 members 
Mstep: Class 3 contains 70610 members 
Mstep: Class 4 contains 57112 members 
Mstep: Class 5 contains 9379 members 
Mstep: Class 6 contains 158265 members 
Mstep: Class 7 contains 31272 members 
Mstep: Class 8 contains 12311 members 
Mstep: Class 9 contains 26179 members 
Mstep: Class 10 contains 7222 members 
Mstep: Class 11 contains 15655 members 
Mstep: Class 12 contains 3292 members 
Mstep: Class 13 contains 37730 members 
Mstep: Class 14 contains 114729 members 
Mstep: Class 15 contains 32214 members 
Mstep: Class 16 contains 11351 members 
Mstep: Class 17 contains 30798 members 
Mstep: Class 18 contains 13359 members 
Mstep: Class 19 contains 43263 members 
Mstep: Class 20 contains 26923 members 
Mstep: Class 22 contains 13140 members 
Mstep: Class 23 contains 78624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98932808.000000 Penalty: 48683.738281
Iteration 2F: 23 clusters Score -9.893281e+07 nChanged 247925
Entering Unmasked Mstep 
Mstep: Class 0 contains 278 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 18534 members 
Mstep: Class 3 contains 71277 members 
Mstep: Class 4 contains 66559 members 
Mstep: Class 5 contains 11476 members 
Mstep: Class 6 contains 158470 members 
Mstep: Class 7 contains 23111 members 
Mstep: Class 8 contains 7803 members 
Mstep: Class 9 contains 18268 members 
Mstep: Class 10 contains 3833 members 
Mstep: Class 11 contains 15155 members 
Mstep: Class 12 contains 3468 members 
Mstep: Class 13 contains 31060 members 
Mstep: Class 14 contains 131372 members 
Mstep: Class 15 contains 38636 members 
Mstep: Class 16 contains 7506 members 
Mstep: Class 17 contains 29585 members 
Mstep: Class 18 contains 11958 members 
Mstep: Class 19 contains 38414 members 
Mstep: Class 20 contains 25742 members 
Mstep: Class 22 contains 8388 members 
Mstep: Class 23 contains 96179 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -99416640.000000 Penalty: 48683.738281
Iteration 3F: 23 clusters Score -9.941664e+07 nChanged 156094
Entering Unmasked Mstep 
Mstep: Class 0 contains 201 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 16001 members 
Mstep: Class 3 contains 65539 members 
Mstep: Class 4 contains 69061 members 
Mstep: Class 5 contains 14142 members 
Mstep: Class 6 contains 146803 members 
Mstep: Class 7 contains 19241 members 
Mstep: Class 8 contains 5847 members 
Mstep: Class 9 contains 17014 members 
Mstep: Class 10 contains 3394 members 
Mstep: Class 11 contains 13885 members 
Mstep: Class 12 contains 4292 members 
Mstep: Class 13 contains 26915 members 
Mstep: Class 14 contains 129153 members 
Mstep: Class 15 contains 42492 members 
Mstep: Class 16 contains 4972 members 
Mstep: Class 17 contains 27532 members 
Mstep: Class 18 contains 16410 members 
Mstep: Class 19 contains 43286 members 
Mstep: Class 20 contains 25490 members 
Mstep: Class 22 contains 6732 members 
Mstep: Class 23 contains 119515 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -99644856.000000 Penalty: 48683.738281
Iteration 4F: 23 clusters Score -9.964486e+07 nChanged 107571
Entering Unmasked Mstep 
Mstep: Class 0 contains 160 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 13618 members 
Mstep: Class 3 contains 60514 members 
Mstep: Class 4 contains 69866 members 
Mstep: Class 5 contains 14518 members 
Mstep: Class 6 contains 129796 members 
Mstep: Class 7 contains 18292 members 
Mstep: Class 8 contains 5560 members 
Mstep: Class 9 contains 17337 members 
Mstep: Class 10 contains 4467 members 
Mstep: Class 11 contains 12247 members 
Mstep: Class 12 contains 4446 members 
Mstep: Class 13 contains 23779 members 
Mstep: Class 14 contains 121176 members 
Mstep: Class 15 contains 45231 members 
Mstep: Class 16 contains 4546 members 
Mstep: Class 17 contains 26435 members 
Mstep: Class 18 contains 23591 members 
Mstep: Class 19 contains 48733 members 
Mstep: Class 20 contains 24804 members 
Mstep: Class 22 contains 6856 members 
Mstep: Class 23 contains 142312 members 
Entering Unmasked Estep 
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Score: -99763640.000000 Penalty: 48683.738281
Iteration 5F: 23 clusters Score -9.976364e+07 nChanged 84476
Entering Unmasked Mstep 
Mstep: Class 0 contains 124 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 12126 members 
Mstep: Class 3 contains 59491 members 
Mstep: Class 4 contains 69511 members 
Mstep: Class 5 contains 14228 members 
Mstep: Class 6 contains 110045 members 
Mstep: Class 7 contains 18766 members 
Mstep: Class 8 contains 5905 members 
Mstep: Class 9 contains 18320 members 
Mstep: Class 10 contains 5620 members 
Mstep: Class 11 contains 10881 members 
Mstep: Class 12 contains 4497 members 
Mstep: Class 13 contains 21110 members 
Mstep: Class 14 contains 114212 members 
Mstep: Class 15 contains 48580 members 
Mstep: Class 16 contains 4179 members 
Mstep: Class 17 contains 24314 members 
Mstep: Class 18 contains 30010 members 
Mstep: Class 19 contains 52357 members 
Mstep: Class 20 contains 24291 members 
Mstep: Class 22 contains 7984 members 
Mstep: Class 23 contains 162195 members 
Entering Unmasked Estep 
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Iteration 6F: 23 clusters Score -9.983545e+07 nChanged 70070
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 11200 members 
Mstep: Class 3 contains 62305 members 
Mstep: Class 4 contains 68412 members 
Mstep: Class 5 contains 14025 members 
Mstep: Class 6 contains 93843 members 
Mstep: Class 7 contains 19679 members 
Mstep: Class 8 contains 6329 members 
Mstep: Class 9 contains 19293 members 
Mstep: Class 10 contains 6497 members 
Mstep: Class 11 contains 10017 members 
Mstep: Class 12 contains 4624 members 
Mstep: Class 13 contains 18819 members 
Mstep: Class 14 contains 109248 members 
Mstep: Class 15 contains 52095 members 
Mstep: Class 16 contains 3890 members 
Mstep: Class 17 contains 22027 members 
Mstep: Class 18 contains 35068 members 
Mstep: Class 19 contains 54512 members 
Mstep: Class 20 contains 23916 members 
Mstep: Class 22 contains 9811 members 
Mstep: Class 23 contains 173593 members 
Entering Unmasked Estep 
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Score: -99886776.000000 Penalty: 48683.738281
Iteration 7F: 23 clusters Score -9.988678e+07 nChanged 55592
Entering Unmasked Mstep 
Mstep: Class 0 contains 67 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 10866 members 
Mstep: Class 3 contains 66656 members 
Mstep: Class 4 contains 66595 members 
Mstep: Class 5 contains 13936 members 
Mstep: Class 6 contains 82476 members 
Mstep: Class 7 contains 20675 members 
Mstep: Class 8 contains 6600 members 
Mstep: Class 9 contains 20325 members 
Mstep: Class 10 contains 7161 members 
Mstep: Class 11 contains 9614 members 
Mstep: Class 12 contains 4861 members 
Mstep: Class 13 contains 17170 members 
Mstep: Class 14 contains 105658 members 
Mstep: Class 15 contains 55370 members 
Mstep: Class 16 contains 3759 members 
Mstep: Class 17 contains 19941 members 
Mstep: Class 18 contains 38893 members 
Mstep: Class 19 contains 54983 members 
Mstep: Class 20 contains 23683 members 
Mstep: Class 22 contains 12443 members 
Mstep: Class 23 contains 178073 members 
Entering Unmasked Estep 
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Iteration 8F: 23 clusters Score -9.993272e+07 nChanged 46140
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 10720 members 
Mstep: Class 3 contains 70245 members 
Mstep: Class 4 contains 64394 members 
Mstep: Class 5 contains 13908 members 
Mstep: Class 6 contains 73441 members 
Mstep: Class 7 contains 21671 members 
Mstep: Class 8 contains 6755 members 
Mstep: Class 9 contains 21318 members 
Mstep: Class 10 contains 7513 members 
Mstep: Class 11 contains 9281 members 
Mstep: Class 12 contains 5192 members 
Mstep: Class 13 contains 16184 members 
Mstep: Class 14 contains 102760 members 
Mstep: Class 15 contains 57925 members 
Mstep: Class 16 contains 3788 members 
Mstep: Class 17 contains 18312 members 
Mstep: Class 18 contains 41959 members 
Mstep: Class 19 contains 54063 members 
Mstep: Class 20 contains 23354 members 
Mstep: Class 22 contains 15931 members 
Mstep: Class 23 contains 181308 members 
Entering Unmasked Estep 
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Iteration 9F: 23 clusters Score -9.997344e+07 nChanged 37906
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 10543 members 
Mstep: Class 3 contains 72158 members 
Mstep: Class 4 contains 63625 members 
Mstep: Class 5 contains 13906 members 
Mstep: Class 6 contains 66571 members 
Mstep: Class 7 contains 22705 members 
Mstep: Class 8 contains 6690 members 
Mstep: Class 9 contains 22515 members 
Mstep: Class 10 contains 7715 members 
Mstep: Class 11 contains 8946 members 
Mstep: Class 12 contains 5643 members 
Mstep: Class 13 contains 15891 members 
Mstep: Class 14 contains 100424 members 
Mstep: Class 15 contains 60036 members 
Mstep: Class 16 contains 3878 members 
Mstep: Class 17 contains 17038 members 
Mstep: Class 18 contains 44498 members 
Mstep: Class 19 contains 52107 members 
Mstep: Class 20 contains 22810 members 
Mstep: Class 22 contains 18291 members 
Mstep: Class 23 contains 184094 members 
Entering Unmasked Estep 
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Iteration 10Q: 23 clusters Score -9.999889e+07 nChanged 30953
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 10424 members 
Mstep: Class 3 contains 72686 members 
Mstep: Class 4 contains 63804 members 
Mstep: Class 5 contains 13917 members 
Mstep: Class 6 contains 61654 members 
Mstep: Class 7 contains 23860 members 
Mstep: Class 8 contains 6513 members 
Mstep: Class 9 contains 23946 members 
Mstep: Class 10 contains 7981 members 
Mstep: Class 11 contains 8625 members 
Mstep: Class 12 contains 6192 members 
Mstep: Class 13 contains 16126 members 
Mstep: Class 14 contains 98375 members 
Mstep: Class 15 contains 62121 members 
Mstep: Class 16 contains 3976 members 
Mstep: Class 17 contains 15946 members 
Mstep: Class 18 contains 46691 members 
Mstep: Class 19 contains 49738 members 
Mstep: Class 20 contains 22120 members 
Mstep: Class 22 contains 19190 members 
Mstep: Class 23 contains 186214 members 
Entering Unmasked Estep 
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Iteration 11Q: 23 clusters Score -1.000166e+08 nChanged 24885
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 10345 members 
Mstep: Class 3 contains 73031 members 
Mstep: Class 4 contains 63832 members 
Mstep: Class 5 contains 13930 members 
Mstep: Class 6 contains 58269 members 
Mstep: Class 7 contains 24893 members 
Mstep: Class 8 contains 6336 members 
Mstep: Class 9 contains 25244 members 
Mstep: Class 10 contains 8327 members 
Mstep: Class 11 contains 8392 members 
Mstep: Class 12 contains 6549 members 
Mstep: Class 13 contains 16787 members 
Mstep: Class 14 contains 96699 members 
Mstep: Class 15 contains 64005 members 
Mstep: Class 16 contains 4067 members 
Mstep: Class 17 contains 15203 members 
Mstep: Class 18 contains 48547 members 
Mstep: Class 19 contains 47418 members 
Mstep: Class 20 contains 21459 members 
Mstep: Class 22 contains 19490 members 
Mstep: Class 23 contains 187277 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 12Q: 23 clusters Score -1.000297e+08 nChanged 20445
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 10301 members 
Mstep: Class 3 contains 73610 members 
Mstep: Class 4 contains 63386 members 
Mstep: Class 5 contains 13932 members 
Mstep: Class 6 contains 55996 members 
Mstep: Class 7 contains 25635 members 
Mstep: Class 8 contains 6179 members 
Mstep: Class 9 contains 26442 members 
Mstep: Class 10 contains 8594 members 
Mstep: Class 11 contains 8244 members 
Mstep: Class 12 contains 6840 members 
Mstep: Class 13 contains 17780 members 
Mstep: Class 14 contains 95248 members 
Mstep: Class 15 contains 65765 members 
Mstep: Class 16 contains 4128 members 
Mstep: Class 17 contains 14673 members 
Mstep: Class 18 contains 50040 members 
Mstep: Class 19 contains 45364 members 
Mstep: Class 20 contains 20886 members 
Mstep: Class 22 contains 19641 members 
Mstep: Class 23 contains 187412 members 
Entering Unmasked Estep 
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Iteration 13Q: 23 clusters Score -1.000398e+08 nChanged 17656
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 10295 members 
Mstep: Class 3 contains 74161 members 
Mstep: Class 4 contains 62614 members 
Mstep: Class 5 contains 13942 members 
Mstep: Class 6 contains 54304 members 
Mstep: Class 7 contains 26505 members 
Mstep: Class 8 contains 6030 members 
Mstep: Class 9 contains 27562 members 
Mstep: Class 10 contains 8829 members 
Mstep: Class 11 contains 8253 members 
Mstep: Class 12 contains 7050 members 
Mstep: Class 13 contains 18897 members 
Mstep: Class 14 contains 93904 members 
Mstep: Class 15 contains 67122 members 
Mstep: Class 16 contains 4157 members 
Mstep: Class 17 contains 14284 members 
Mstep: Class 18 contains 51390 members 
Mstep: Class 19 contains 43693 members 
Mstep: Class 20 contains 20312 members 
Mstep: Class 22 contains 19709 members 
Mstep: Class 23 contains 187083 members 
Entering Unmasked Estep 
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Iteration 14Q: 23 clusters Score -1.000535e+08 nChanged 16855
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 10288 members 
Mstep: Class 3 contains 75340 members 
Mstep: Class 4 contains 61558 members 
Mstep: Class 5 contains 13953 members 
Mstep: Class 6 contains 53023 members 
Mstep: Class 7 contains 27486 members 
Mstep: Class 8 contains 5917 members 
Mstep: Class 9 contains 28526 members 
Mstep: Class 10 contains 9073 members 
Mstep: Class 11 contains 8354 members 
Mstep: Class 12 contains 7243 members 
Mstep: Class 13 contains 19825 members 
Mstep: Class 14 contains 92625 members 
Mstep: Class 15 contains 67853 members 
Mstep: Class 16 contains 4192 members 
Mstep: Class 17 contains 14042 members 
Mstep: Class 18 contains 52454 members 
Mstep: Class 19 contains 42387 members 
Mstep: Class 20 contains 19840 members 
Mstep: Class 22 contains 19775 members 
Mstep: Class 23 contains 186342 members 
Entering Unmasked Estep 
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Iteration 15Q: 23 clusters Score -1.000666e+08 nChanged 15926
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 10282 members 
Mstep: Class 3 contains 77716 members 
Mstep: Class 4 contains 60431 members 
Mstep: Class 5 contains 13961 members 
Mstep: Class 6 contains 51998 members 
Mstep: Class 7 contains 27975 members 
Mstep: Class 8 contains 5803 members 
Mstep: Class 9 contains 28919 members 
Mstep: Class 10 contains 9377 members 
Mstep: Class 11 contains 8522 members 
Mstep: Class 12 contains 7424 members 
Mstep: Class 13 contains 20500 members 
Mstep: Class 14 contains 91563 members 
Mstep: Class 15 contains 68120 members 
Mstep: Class 16 contains 4198 members 
Mstep: Class 17 contains 13915 members 
Mstep: Class 18 contains 53309 members 
Mstep: Class 19 contains 41461 members 
Mstep: Class 20 contains 19444 members 
Mstep: Class 22 contains 19807 members 
Mstep: Class 23 contains 185367 members 
Entering Unmasked Estep 
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Iteration 16Q: 23 clusters Score -1.00073e+08 nChanged 13399
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 10282 members 
Mstep: Class 3 contains 80473 members 
Mstep: Class 4 contains 59338 members 
Mstep: Class 5 contains 13962 members 
Mstep: Class 6 contains 51045 members 
Mstep: Class 7 contains 28285 members 
Mstep: Class 8 contains 5694 members 
Mstep: Class 9 contains 29017 members 
Mstep: Class 10 contains 9695 members 
Mstep: Class 11 contains 8722 members 
Mstep: Class 12 contains 7576 members 
Mstep: Class 13 contains 21138 members 
Mstep: Class 14 contains 90661 members 
Mstep: Class 15 contains 67985 members 
Mstep: Class 16 contains 4217 members 
Mstep: Class 17 contains 13814 members 
Mstep: Class 18 contains 54098 members 
Mstep: Class 19 contains 40713 members 
Mstep: Class 20 contains 19128 members 
Mstep: Class 22 contains 19842 members 
Mstep: Class 23 contains 184407 members 
Entering Unmasked Estep 
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Iteration 17Q: 23 clusters Score -1.000788e+08 nChanged 11745
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 10305 members 
Mstep: Class 3 contains 83472 members 
Mstep: Class 4 contains 58269 members 
Mstep: Class 5 contains 13966 members 
Mstep: Class 6 contains 50198 members 
Mstep: Class 7 contains 28668 members 
Mstep: Class 8 contains 5604 members 
Mstep: Class 9 contains 28950 members 
Mstep: Class 10 contains 9999 members 
Mstep: Class 11 contains 8915 members 
Mstep: Class 12 contains 7708 members 
Mstep: Class 13 contains 21697 members 
Mstep: Class 14 contains 89844 members 
Mstep: Class 15 contains 67551 members 
Mstep: Class 16 contains 4211 members 
Mstep: Class 17 contains 13663 members 
Mstep: Class 18 contains 54796 members 
Mstep: Class 19 contains 40070 members 
Mstep: Class 20 contains 18909 members 
Mstep: Class 22 contains 19873 members 
Mstep: Class 23 contains 183425 members 
Entering Unmasked Estep 
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Iteration 18Q: 23 clusters Score -1.000843e+08 nChanged 10694
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 10332 members 
Mstep: Class 3 contains 86411 members 
Mstep: Class 4 contains 57223 members 
Mstep: Class 5 contains 13964 members 
Mstep: Class 6 contains 49427 members 
Mstep: Class 7 contains 29046 members 
Mstep: Class 8 contains 5536 members 
Mstep: Class 9 contains 28822 members 
Mstep: Class 10 contains 10289 members 
Mstep: Class 11 contains 9122 members 
Mstep: Class 12 contains 7824 members 
Mstep: Class 13 contains 22169 members 
Mstep: Class 14 contains 89123 members 
Mstep: Class 15 contains 66851 members 
Mstep: Class 16 contains 4200 members 
Mstep: Class 17 contains 13442 members 
Mstep: Class 18 contains 55402 members 
Mstep: Class 19 contains 39516 members 
Mstep: Class 20 contains 18787 members 
Mstep: Class 22 contains 19896 members 
Mstep: Class 23 contains 182712 members 
Entering Unmasked Estep 
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Iteration 19Q: 23 clusters Score -1.0009e+08 nChanged 9594
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 10353 members 
Mstep: Class 3 contains 88988 members 
Mstep: Class 4 contains 56317 members 
Mstep: Class 5 contains 13963 members 
Mstep: Class 6 contains 48677 members 
Mstep: Class 7 contains 29512 members 
Mstep: Class 8 contains 5520 members 
Mstep: Class 9 contains 28619 members 
Mstep: Class 10 contains 10587 members 
Mstep: Class 11 contains 9315 members 
Mstep: Class 12 contains 7942 members 
Mstep: Class 13 contains 22531 members 
Mstep: Class 14 contains 88477 members 
Mstep: Class 15 contains 66122 members 
Mstep: Class 16 contains 4172 members 
Mstep: Class 17 contains 13231 members 
Mstep: Class 18 contains 55871 members 
Mstep: Class 19 contains 38980 members 
Mstep: Class 20 contains 18737 members 
Mstep: Class 22 contains 19930 members 
Mstep: Class 23 contains 182251 members 
Entering Unmasked Estep 
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Iteration 20F: 23 clusters Score -1.000961e+08 nChanged 10816
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 10373 members 
Mstep: Class 3 contains 92097 members 
Mstep: Class 4 contains 55389 members 
Mstep: Class 5 contains 13966 members 
Mstep: Class 6 contains 47937 members 
Mstep: Class 7 contains 30192 members 
Mstep: Class 8 contains 5547 members 
Mstep: Class 9 contains 28507 members 
Mstep: Class 10 contains 10913 members 
Mstep: Class 11 contains 9647 members 
Mstep: Class 12 contains 8175 members 
Mstep: Class 13 contains 23272 members 
Mstep: Class 14 contains 87712 members 
Mstep: Class 15 contains 65218 members 
Mstep: Class 16 contains 4122 members 
Mstep: Class 17 contains 13078 members 
Mstep: Class 18 contains 56252 members 
Mstep: Class 19 contains 38452 members 
Mstep: Class 20 contains 17994 members 
Mstep: Class 22 contains 19938 members 
Mstep: Class 23 contains 181312 members 
Entering Unmasked Estep 
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Iteration 21Q: 23 clusters Score -1.001019e+08 nChanged 10680
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 10377 members 
Mstep: Class 3 contains 94754 members 
Mstep: Class 4 contains 54671 members 
Mstep: Class 5 contains 13966 members 
Mstep: Class 6 contains 47192 members 
Mstep: Class 7 contains 30704 members 
Mstep: Class 8 contains 5612 members 
Mstep: Class 9 contains 28393 members 
Mstep: Class 10 contains 11259 members 
Mstep: Class 11 contains 9964 members 
Mstep: Class 12 contains 8464 members 
Mstep: Class 13 contains 23831 members 
Mstep: Class 14 contains 86959 members 
Mstep: Class 15 contains 64374 members 
Mstep: Class 16 contains 4091 members 
Mstep: Class 17 contains 12896 members 
Mstep: Class 18 contains 56614 members 
Mstep: Class 19 contains 38007 members 
Mstep: Class 20 contains 17317 members 
Mstep: Class 22 contains 19950 members 
Mstep: Class 23 contains 180697 members 
Entering Unmasked Estep 
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Iteration 22Q: 23 clusters Score -1.001072e+08 nChanged 9928
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 10390 members 
Mstep: Class 3 contains 96958 members 
Mstep: Class 4 contains 54122 members 
Mstep: Class 5 contains 13967 members 
Mstep: Class 6 contains 46403 members 
Mstep: Class 7 contains 31143 members 
Mstep: Class 8 contains 5733 members 
Mstep: Class 9 contains 28263 members 
Mstep: Class 10 contains 11696 members 
Mstep: Class 11 contains 10247 members 
Mstep: Class 12 contains 8720 members 
Mstep: Class 13 contains 24265 members 
Mstep: Class 14 contains 86214 members 
Mstep: Class 15 contains 63600 members 
Mstep: Class 16 contains 4072 members 
Mstep: Class 17 contains 12741 members 
Mstep: Class 18 contains 56914 members 
Mstep: Class 19 contains 37648 members 
Mstep: Class 20 contains 16775 members 
Mstep: Class 22 contains 19939 members 
Mstep: Class 23 contains 180283 members 
Entering Unmasked Estep 
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Iteration 23Q: 23 clusters Score -1.001121e+08 nChanged 8648
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 10404 members 
Mstep: Class 3 contains 98671 members 
Mstep: Class 4 contains 53737 members 
Mstep: Class 5 contains 13975 members 
Mstep: Class 6 contains 45547 members 
Mstep: Class 7 contains 31516 members 
Mstep: Class 8 contains 5930 members 
Mstep: Class 9 contains 28106 members 
Mstep: Class 10 contains 12165 members 
Mstep: Class 11 contains 10459 members 
Mstep: Class 12 contains 8725 members 
Mstep: Class 13 contains 24696 members 
Mstep: Class 14 contains 85589 members 
Mstep: Class 15 contains 62969 members 
Mstep: Class 16 contains 4046 members 
Mstep: Class 17 contains 12610 members 
Mstep: Class 18 contains 57176 members 
Mstep: Class 19 contains 37264 members 
Mstep: Class 20 contains 16513 members 
Mstep: Class 22 contains 19897 members 
Mstep: Class 23 contains 180098 members 
Entering Unmasked Estep 
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Iteration 24Q: 23 clusters Score -1.001151e+08 nChanged 7702
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 10412 members 
Mstep: Class 3 contains 100089 members 
Mstep: Class 4 contains 53363 members 
Mstep: Class 5 contains 13984 members 
Mstep: Class 6 contains 44615 members 
Mstep: Class 7 contains 31850 members 
Mstep: Class 8 contains 6260 members 
Mstep: Class 9 contains 27955 members 
Mstep: Class 10 contains 12752 members 
Mstep: Class 11 contains 10615 members 
Mstep: Class 12 contains 8730 members 
Mstep: Class 13 contains 24998 members 
Mstep: Class 14 contains 85006 members 
Mstep: Class 15 contains 62414 members 
Mstep: Class 16 contains 4011 members 
Mstep: Class 17 contains 12552 members 
Mstep: Class 18 contains 57429 members 
Mstep: Class 19 contains 36822 members 
Mstep: Class 20 contains 16378 members 
Mstep: Class 22 contains 19869 members 
Mstep: Class 23 contains 179989 members 
Entering Unmasked Estep 
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Iteration 25Q: 23 clusters Score -1.001179e+08 nChanged 6832
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 10426 members 
Mstep: Class 3 contains 101240 members 
Mstep: Class 4 contains 53091 members 
Mstep: Class 5 contains 13989 members 
Mstep: Class 6 contains 43735 members 
Mstep: Class 7 contains 32121 members 
Mstep: Class 8 contains 6638 members 
Mstep: Class 9 contains 27794 members 
Mstep: Class 10 contains 13334 members 
Mstep: Class 11 contains 10736 members 
Mstep: Class 12 contains 8706 members 
Mstep: Class 13 contains 25281 members 
Mstep: Class 14 contains 84534 members 
Mstep: Class 15 contains 61929 members 
Mstep: Class 16 contains 3987 members 
Mstep: Class 17 contains 12464 members 
Mstep: Class 18 contains 57662 members 
Mstep: Class 19 contains 36331 members 
Mstep: Class 20 contains 16353 members 
Mstep: Class 22 contains 19807 members 
Mstep: Class 23 contains 179937 members 
Entering Unmasked Estep 
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Iteration 26Q: 23 clusters Score -1.001198e+08 nChanged 6021
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 10433 members 
Mstep: Class 3 contains 102213 members 
Mstep: Class 4 contains 52833 members 
Mstep: Class 5 contains 13995 members 
Mstep: Class 6 contains 42929 members 
Mstep: Class 7 contains 32419 members 
Mstep: Class 8 contains 6972 members 
Mstep: Class 9 contains 27584 members 
Mstep: Class 10 contains 13920 members 
Mstep: Class 11 contains 10844 members 
Mstep: Class 12 contains 8671 members 
Mstep: Class 13 contains 25481 members 
Mstep: Class 14 contains 84102 members 
Mstep: Class 15 contains 61501 members 
Mstep: Class 16 contains 3972 members 
Mstep: Class 17 contains 12382 members 
Mstep: Class 18 contains 57875 members 
Mstep: Class 19 contains 35961 members 
Mstep: Class 20 contains 16391 members 
Mstep: Class 22 contains 19759 members 
Mstep: Class 23 contains 179858 members 
Entering Unmasked Estep 
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Iteration 27Q: 23 clusters Score -1.001213e+08 nChanged 5418
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 10446 members 
Mstep: Class 3 contains 102999 members 
Mstep: Class 4 contains 52553 members 
Mstep: Class 5 contains 14005 members 
Mstep: Class 6 contains 42213 members 
Mstep: Class 7 contains 32685 members 
Mstep: Class 8 contains 7193 members 
Mstep: Class 9 contains 27348 members 
Mstep: Class 10 contains 14577 members 
Mstep: Class 11 contains 10961 members 
Mstep: Class 12 contains 8621 members 
Mstep: Class 13 contains 25711 members 
Mstep: Class 14 contains 83713 members 
Mstep: Class 15 contains 61150 members 
Mstep: Class 16 contains 3964 members 
Mstep: Class 17 contains 12266 members 
Mstep: Class 18 contains 58090 members 
Mstep: Class 19 contains 35707 members 
Mstep: Class 20 contains 16432 members 
Mstep: Class 22 contains 19689 members 
Mstep: Class 23 contains 179771 members 
Entering Unmasked Estep 
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Iteration 28Q: 23 clusters Score -1.001228e+08 nChanged 4625
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 10468 members 
Mstep: Class 3 contains 103681 members 
Mstep: Class 4 contains 52272 members 
Mstep: Class 5 contains 14011 members 
Mstep: Class 6 contains 41645 members 
Mstep: Class 7 contains 32894 members 
Mstep: Class 8 contains 7340 members 
Mstep: Class 9 contains 27053 members 
Mstep: Class 10 contains 15212 members 
Mstep: Class 11 contains 11058 members 
Mstep: Class 12 contains 8594 members 
Mstep: Class 13 contains 25958 members 
Mstep: Class 14 contains 83322 members 
Mstep: Class 15 contains 60821 members 
Mstep: Class 16 contains 3964 members 
Mstep: Class 17 contains 12135 members 
Mstep: Class 18 contains 58279 members 
Mstep: Class 19 contains 35558 members 
Mstep: Class 20 contains 16502 members 
Mstep: Class 22 contains 19644 members 
Mstep: Class 23 contains 179685 members 
Entering Unmasked Estep 
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Iteration 29Q: 23 clusters Score -1.001242e+08 nChanged 4108
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 10476 members 
Mstep: Class 3 contains 104247 members 
Mstep: Class 4 contains 52023 members 
Mstep: Class 5 contains 14018 members 
Mstep: Class 6 contains 41169 members 
Mstep: Class 7 contains 33038 members 
Mstep: Class 8 contains 7445 members 
Mstep: Class 9 contains 26780 members 
Mstep: Class 10 contains 15829 members 
Mstep: Class 11 contains 11152 members 
Mstep: Class 12 contains 8566 members 
Mstep: Class 13 contains 26177 members 
Mstep: Class 14 contains 82964 members 
Mstep: Class 15 contains 60508 members 
Mstep: Class 16 contains 3967 members 
Mstep: Class 17 contains 12037 members 
Mstep: Class 18 contains 58440 members 
Mstep: Class 19 contains 35467 members 
Mstep: Class 20 contains 16581 members 
Mstep: Class 22 contains 19605 members 
Mstep: Class 23 contains 179608 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100125000.000000 Penalty: 48683.738281
Iteration 30Q: 23 clusters Score -1.00125e+08 nChanged 3682
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 10493 members 
Mstep: Class 3 contains 104746 members 
Mstep: Class 4 contains 51823 members 
Mstep: Class 5 contains 14021 members 
Mstep: Class 6 contains 40746 members 
Mstep: Class 7 contains 33182 members 
Mstep: Class 8 contains 7535 members 
Mstep: Class 9 contains 26465 members 
Mstep: Class 10 contains 16402 members 
Mstep: Class 11 contains 11238 members 
Mstep: Class 12 contains 8532 members 
Mstep: Class 13 contains 26354 members 
Mstep: Class 14 contains 82697 members 
Mstep: Class 15 contains 60223 members 
Mstep: Class 16 contains 3987 members 
Mstep: Class 17 contains 11933 members 
Mstep: Class 18 contains 58575 members 
Mstep: Class 19 contains 35374 members 
Mstep: Class 20 contains 16641 members 
Mstep: Class 22 contains 19587 members 
Mstep: Class 23 contains 179544 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100125368.000000 Penalty: 48683.738281
Iteration 31Q: 23 clusters Score -1.001254e+08 nChanged 3292
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 10494 members 
Mstep: Class 3 contains 105138 members 
Mstep: Class 4 contains 51662 members 
Mstep: Class 5 contains 14026 members 
Mstep: Class 6 contains 40412 members 
Mstep: Class 7 contains 33376 members 
Mstep: Class 8 contains 7597 members 
Mstep: Class 9 contains 26074 members 
Mstep: Class 10 contains 16908 members 
Mstep: Class 11 contains 11305 members 
Mstep: Class 12 contains 8504 members 
Mstep: Class 13 contains 26518 members 
Mstep: Class 14 contains 82454 members 
Mstep: Class 15 contains 59991 members 
Mstep: Class 16 contains 3990 members 
Mstep: Class 17 contains 11837 members 
Mstep: Class 18 contains 58695 members 
Mstep: Class 19 contains 35308 members 
Mstep: Class 20 contains 16737 members 
Mstep: Class 22 contains 19561 members 
Mstep: Class 23 contains 179511 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100126128.000000 Penalty: 48683.738281
Iteration 32Q: 23 clusters Score -1.001261e+08 nChanged 3061
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 10497 members 
Mstep: Class 3 contains 105470 members 
Mstep: Class 4 contains 51550 members 
Mstep: Class 5 contains 14029 members 
Mstep: Class 6 contains 40145 members 
Mstep: Class 7 contains 33574 members 
Mstep: Class 8 contains 7646 members 
Mstep: Class 9 contains 25643 members 
Mstep: Class 10 contains 17355 members 
Mstep: Class 11 contains 11374 members 
Mstep: Class 12 contains 8485 members 
Mstep: Class 13 contains 26683 members 
Mstep: Class 14 contains 82237 members 
Mstep: Class 15 contains 59771 members 
Mstep: Class 16 contains 4001 members 
Mstep: Class 17 contains 11769 members 
Mstep: Class 18 contains 58780 members 
Mstep: Class 19 contains 35273 members 
Mstep: Class 20 contains 16825 members 
Mstep: Class 22 contains 19545 members 
Mstep: Class 23 contains 179445 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100126768.000000 Penalty: 48683.738281
Iteration 33Q: 23 clusters Score -1.001268e+08 nChanged 2854
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 10504 members 
Mstep: Class 3 contains 105775 members 
Mstep: Class 4 contains 51441 members 
Mstep: Class 5 contains 14028 members 
Mstep: Class 6 contains 39942 members 
Mstep: Class 7 contains 33778 members 
Mstep: Class 8 contains 7685 members 
Mstep: Class 9 contains 25227 members 
Mstep: Class 10 contains 17779 members 
Mstep: Class 11 contains 11423 members 
Mstep: Class 12 contains 8463 members 
Mstep: Class 13 contains 26819 members 
Mstep: Class 14 contains 82051 members 
Mstep: Class 15 contains 59528 members 
Mstep: Class 16 contains 4011 members 
Mstep: Class 17 contains 11707 members 
Mstep: Class 18 contains 58864 members 
Mstep: Class 19 contains 35255 members 
Mstep: Class 20 contains 16921 members 
Mstep: Class 22 contains 19531 members 
Mstep: Class 23 contains 179365 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100127576.000000 Penalty: 48683.738281
Iteration 34Q: 23 clusters Score -1.001276e+08 nChanged 2829
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 10520 members 
Mstep: Class 3 contains 106052 members 
Mstep: Class 4 contains 51325 members 
Mstep: Class 5 contains 14028 members 
Mstep: Class 6 contains 39714 members 
Mstep: Class 7 contains 34015 members 
Mstep: Class 8 contains 7711 members 
Mstep: Class 9 contains 24774 members 
Mstep: Class 10 contains 18239 members 
Mstep: Class 11 contains 11480 members 
Mstep: Class 12 contains 8439 members 
Mstep: Class 13 contains 26977 members 
Mstep: Class 14 contains 81883 members 
Mstep: Class 15 contains 59263 members 
Mstep: Class 16 contains 4035 members 
Mstep: Class 17 contains 11637 members 
Mstep: Class 18 contains 58938 members 
Mstep: Class 19 contains 35265 members 
Mstep: Class 20 contains 17002 members 
Mstep: Class 22 contains 19502 members 
Mstep: Class 23 contains 179298 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100128184.000000 Penalty: 48683.738281
Iteration 35Q: 23 clusters Score -1.001282e+08 nChanged 2819
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 10525 members 
Mstep: Class 3 contains 106307 members 
Mstep: Class 4 contains 51242 members 
Mstep: Class 5 contains 14028 members 
Mstep: Class 6 contains 39521 members 
Mstep: Class 7 contains 34246 members 
Mstep: Class 8 contains 7740 members 
Mstep: Class 9 contains 24277 members 
Mstep: Class 10 contains 18679 members 
Mstep: Class 11 contains 11553 members 
Mstep: Class 12 contains 8413 members 
Mstep: Class 13 contains 27118 members 
Mstep: Class 14 contains 81738 members 
Mstep: Class 15 contains 59033 members 
Mstep: Class 16 contains 4061 members 
Mstep: Class 17 contains 11568 members 
Mstep: Class 18 contains 58991 members 
Mstep: Class 19 contains 35240 members 
Mstep: Class 20 contains 17090 members 
Mstep: Class 22 contains 19489 members 
Mstep: Class 23 contains 179238 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100128760.000000 Penalty: 48683.738281
Iteration 36Q: 23 clusters Score -1.001288e+08 nChanged 2845
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 10531 members 
Mstep: Class 3 contains 106509 members 
Mstep: Class 4 contains 51170 members 
Mstep: Class 5 contains 14027 members 
Mstep: Class 6 contains 39328 members 
Mstep: Class 7 contains 34475 members 
Mstep: Class 8 contains 7759 members 
Mstep: Class 9 contains 23769 members 
Mstep: Class 10 contains 19161 members 
Mstep: Class 11 contains 11617 members 
Mstep: Class 12 contains 8371 members 
Mstep: Class 13 contains 27251 members 
Mstep: Class 14 contains 81615 members 
Mstep: Class 15 contains 58837 members 
Mstep: Class 16 contains 4085 members 
Mstep: Class 17 contains 11510 members 
Mstep: Class 18 contains 59044 members 
Mstep: Class 19 contains 35222 members 
Mstep: Class 20 contains 17190 members 
Mstep: Class 22 contains 19454 members 
Mstep: Class 23 contains 179172 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100129568.000000 Penalty: 48683.738281
Iteration 37Q: 23 clusters Score -1.001296e+08 nChanged 2780
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 10531 members 
Mstep: Class 3 contains 106685 members 
Mstep: Class 4 contains 51123 members 
Mstep: Class 5 contains 14025 members 
Mstep: Class 6 contains 39122 members 
Mstep: Class 7 contains 34673 members 
Mstep: Class 8 contains 7782 members 
Mstep: Class 9 contains 23268 members 
Mstep: Class 10 contains 19654 members 
Mstep: Class 11 contains 11665 members 
Mstep: Class 12 contains 8340 members 
Mstep: Class 13 contains 27397 members 
Mstep: Class 14 contains 81484 members 
Mstep: Class 15 contains 58637 members 
Mstep: Class 16 contains 4124 members 
Mstep: Class 17 contains 11461 members 
Mstep: Class 18 contains 59106 members 
Mstep: Class 19 contains 35207 members 
Mstep: Class 20 contains 17275 members 
Mstep: Class 22 contains 19414 members 
Mstep: Class 23 contains 179124 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100130304.000000 Penalty: 48683.738281
Iteration 38Q: 23 clusters Score -1.001303e+08 nChanged 2722
Entering ConstructFrom: 
Score: -100130304.000000 Penalty: 48683.738281
Entering ConstructFrom: 
Trying to split cluster 1 (474 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Entering Unmasked Estep 
Score: -50207.367188 Penalty: 1001.196167
	Iteration 0F: 2 clusters Score -50207.37 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 227 members 
Entering Unmasked Estep 
Score: -49246.546875 Penalty: 2002.392334
	Iteration 0F: 3 clusters Score -49246.55 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -49507.210938 Penalty: 2002.392334
	Iteration 1F: 3 clusters Score -49507.21 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -49663.945312 Penalty: 2002.392334
	Iteration 2F: 3 clusters Score -49663.95 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -49823.250000 Penalty: 2002.392334
	Iteration 3F: 3 clusters Score -49823.25 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -49983.929688 Penalty: 2002.392334
	Iteration 4F: 3 clusters Score -49983.93 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -50016.484375 Penalty: 2002.392334
	Iteration 5Q: 3 clusters Score -50016.48 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -50068.718750 Penalty: 2002.392334
	Iteration 6Q: 3 clusters Score -50068.72 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -50111.359375 Penalty: 2002.392334
	Iteration 7Q: 3 clusters Score -50111.36 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -50176.003906 Penalty: 2002.392334
	Iteration 8Q: 3 clusters Score -50176 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -50223.875000 Penalty: 2002.392334
	Iteration 9Q: 3 clusters Score -50223.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -50232.863281 Penalty: 2002.392334
	Iteration 10Q: 3 clusters Score -50232.86 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -50236.531250 Penalty: 2002.392334
	Iteration 11Q: 3 clusters Score -50236.53 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -50256.332031 Penalty: 2002.392334
	Iteration 12Q: 3 clusters Score -50256.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -50279.843750 Penalty: 2002.392334
	Iteration 13Q: 3 clusters Score -50279.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -50279.843750 Penalty: 2002.392334
	Iteration 14F: 3 clusters Score -50279.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 10533 members 
Mstep: Class 3 contains 106848 members 
Mstep: Class 4 contains 51097 members 
Mstep: Class 5 contains 14023 members 
Mstep: Class 6 contains 38925 members 
Mstep: Class 7 contains 34818 members 
Mstep: Class 8 contains 7801 members 
Mstep: Class 9 contains 22787 members 
Mstep: Class 10 contains 20160 members 
Mstep: Class 11 contains 11716 members 
Mstep: Class 12 contains 8302 members 
Mstep: Class 13 contains 27542 members 
Mstep: Class 14 contains 81367 members 
Mstep: Class 15 contains 58471 members 
Mstep: Class 16 contains 4147 members 
Mstep: Class 17 contains 11427 members 
Mstep: Class 18 contains 59145 members 
Mstep: Class 19 contains 35178 members 
Mstep: Class 20 contains 17361 members 
Mstep: Class 21 contains 351 members 
Mstep: Class 22 contains 19390 members 
Mstep: Class 23 contains 179058 members 
Entering Unmasked Estep 
Score: -100129408.000000 Penalty: 50896.632812
Splitting cluster 1 changes total score from -100130304.000000 to -100129408.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (10533 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10533 members 
Entering Unmasked Estep 
Score: -1265868.875000 Penalty: 1505.118530
	Iteration 0F: 2 clusters Score -1265869 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 5310 members 
Entering Unmasked Estep 
Score: -1258576.875000 Penalty: 3010.237061
	Iteration 0F: 3 clusters Score -1258577 nChanged 4700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5431 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -1264094.250000 Penalty: 3010.237061
	Iteration 1F: 3 clusters Score -1264094 nChanged 1930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6617 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -1269524.875000 Penalty: 3010.237061
	Iteration 2F: 3 clusters Score -1269525 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7876 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -1273717.250000 Penalty: 3010.237061
	Iteration 3F: 3 clusters Score -1273717 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8219 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -1275082.125000 Penalty: 3010.237061
	Iteration 4F: 3 clusters Score -1275082 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8278 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -1275386.375000 Penalty: 3010.237061
	Iteration 5Q: 3 clusters Score -1275386 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8285 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -1275478.625000 Penalty: 3010.237061
	Iteration 6Q: 3 clusters Score -1275479 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8290 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -1275502.250000 Penalty: 3010.237061
	Iteration 7Q: 3 clusters Score -1275502 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8298 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -1275512.000000 Penalty: 3010.237061
	Iteration 8Q: 3 clusters Score -1275512 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8303 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -1275517.625000 Penalty: 3010.237061
	Iteration 9Q: 3 clusters Score -1275518 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8308 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -1275518.375000 Penalty: 3010.237061
	Iteration 10Q: 3 clusters Score -1275518 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8312 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -1275519.000000 Penalty: 3010.237061
	Iteration 11Q: 3 clusters Score -1275519 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8313 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -1275519.250000 Penalty: 3010.237061
	Iteration 12Q: 3 clusters Score -1275519 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8313 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -1275519.250000 Penalty: 3010.237061
	Iteration 13F: 3 clusters Score -1275519 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 8313 members 
Mstep: Class 3 contains 106848 members 
Mstep: Class 4 contains 51097 members 
Mstep: Class 5 contains 14023 members 
Mstep: Class 6 contains 38925 members 
Mstep: Class 7 contains 34818 members 
Mstep: Class 8 contains 7801 members 
Mstep: Class 9 contains 22787 members 
Mstep: Class 10 contains 20160 members 
Mstep: Class 11 contains 11716 members 
Mstep: Class 12 contains 8302 members 
Mstep: Class 13 contains 27542 members 
Mstep: Class 14 contains 81367 members 
Mstep: Class 15 contains 58471 members 
Mstep: Class 16 contains 4147 members 
Mstep: Class 17 contains 11427 members 
Mstep: Class 18 contains 59145 members 
Mstep: Class 19 contains 35178 members 
Mstep: Class 20 contains 17361 members 
Mstep: Class 21 contains 2220 members 
Mstep: Class 22 contains 19390 members 
Mstep: Class 23 contains 179058 members 
Entering Unmasked Estep 
Score: -100139216.000000 Penalty: 50896.632812
Splitting cluster 2 changes total score from -100130304.000000 to -100139216.000000
So it's getting split into cluster 21.
Entering ConstructFrom: 
Trying to split cluster 3 (106848 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106848 members 
Entering Unmasked Estep 
Score: -13492400.000000 Penalty: 1881.613892
	Iteration 0F: 2 clusters Score -1.34924e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53274 members 
Mstep: Class 2 contains 53574 members 
Entering Unmasked Estep 
Score: -13421499.000000 Penalty: 3763.227783
	Iteration 0F: 3 clusters Score -1.34215e+07 nChanged 51115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49737 members 
Mstep: Class 2 contains 57111 members 
Entering Unmasked Estep 
Score: -13452173.000000 Penalty: 3763.227783
	Iteration 1F: 3 clusters Score -1.345217e+07 nChanged 4838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47685 members 
Mstep: Class 2 contains 59163 members 
Entering Unmasked Estep 
Score: -13454089.000000 Penalty: 3763.227783
	Iteration 2Q: 3 clusters Score -1.345409e+07 nChanged 5813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44576 members 
Mstep: Class 2 contains 62272 members 
Entering Unmasked Estep 
Score: -13457093.000000 Penalty: 3763.227783
	Iteration 3F: 3 clusters Score -1.345709e+07 nChanged 7071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40113 members 
Mstep: Class 2 contains 66735 members 
Entering Unmasked Estep 
Score: -13461841.000000 Penalty: 3763.227783
	Iteration 4F: 3 clusters Score -1.346184e+07 nChanged 7766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34763 members 
Mstep: Class 2 contains 72085 members 
Entering Unmasked Estep 
Score: -13467528.000000 Penalty: 3763.227783
	Iteration 5F: 3 clusters Score -1.346753e+07 nChanged 7417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29168 members 
Mstep: Class 2 contains 77680 members 
Entering Unmasked Estep 
Score: -13472959.000000 Penalty: 3763.227783
	Iteration 6F: 3 clusters Score -1.347296e+07 nChanged 6296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23992 members 
Mstep: Class 2 contains 82856 members 
Entering Unmasked Estep 
Score: -13477697.000000 Penalty: 3763.227783
	Iteration 7F: 3 clusters Score -1.34777e+07 nChanged 4995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19571 members 
Mstep: Class 2 contains 87277 members 
Entering Unmasked Estep 
Score: -13481810.000000 Penalty: 3763.227783
	Iteration 8Q: 3 clusters Score -1.348181e+07 nChanged 3632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16285 members 
Mstep: Class 2 contains 90563 members 
Entering Unmasked Estep 
Score: -13484923.000000 Penalty: 3763.227783
	Iteration 9Q: 3 clusters Score -1.348492e+07 nChanged 2614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13993 members 
Mstep: Class 2 contains 92855 members 
Entering Unmasked Estep 
Score: -13487147.000000 Penalty: 3763.227783
	Iteration 10Q: 3 clusters Score -1.348715e+07 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12347 members 
Mstep: Class 2 contains 94501 members 
Entering Unmasked Estep 
Score: -13488645.000000 Penalty: 3763.227783
	Iteration 11Q: 3 clusters Score -1.348864e+07 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11093 members 
Mstep: Class 2 contains 95755 members 
Entering Unmasked Estep 
Score: -13489544.000000 Penalty: 3763.227783
	Iteration 12Q: 3 clusters Score -1.348954e+07 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10084 members 
Mstep: Class 2 contains 96764 members 
Entering Unmasked Estep 
Score: -13490280.000000 Penalty: 3763.227783
	Iteration 13Q: 3 clusters Score -1.349028e+07 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9298 members 
Mstep: Class 2 contains 97550 members 
Entering Unmasked Estep 
Score: -13490684.000000 Penalty: 3763.227783
	Iteration 14Q: 3 clusters Score -1.349068e+07 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8673 members 
Mstep: Class 2 contains 98175 members 
Entering Unmasked Estep 
Score: -13490977.000000 Penalty: 3763.227783
	Iteration 15Q: 3 clusters Score -1.349098e+07 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8147 members 
Mstep: Class 2 contains 98701 members 
Entering Unmasked Estep 
Score: -13491182.000000 Penalty: 3763.227783
	Iteration 16Q: 3 clusters Score -1.349118e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7721 members 
Mstep: Class 2 contains 99127 members 
Entering Unmasked Estep 
Score: -13491347.000000 Penalty: 3763.227783
	Iteration 17Q: 3 clusters Score -1.349135e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7373 members 
Mstep: Class 2 contains 99475 members 
Entering Unmasked Estep 
Score: -13491388.000000 Penalty: 3763.227783
	Iteration 18Q: 3 clusters Score -1.349139e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7083 members 
Mstep: Class 2 contains 99765 members 
Entering Unmasked Estep 
Score: -13491483.000000 Penalty: 3763.227783
	Iteration 19Q: 3 clusters Score -1.349148e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6856 members 
Mstep: Class 2 contains 99992 members 
Entering Unmasked Estep 
Score: -13491538.000000 Penalty: 3763.227783
	Iteration 20F: 3 clusters Score -1.349154e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6646 members 
Mstep: Class 2 contains 100202 members 
Entering Unmasked Estep 
Score: -13491613.000000 Penalty: 3763.227783
	Iteration 21Q: 3 clusters Score -1.349161e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 100376 members 
Entering Unmasked Estep 
Score: -13491645.000000 Penalty: 3763.227783
	Iteration 22Q: 3 clusters Score -1.349164e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6310 members 
Mstep: Class 2 contains 100538 members 
Entering Unmasked Estep 
Score: -13491642.000000 Penalty: 3763.227783
	Iteration 23Q: 3 clusters Score -1.349164e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6169 members 
Mstep: Class 2 contains 100679 members 
Entering Unmasked Estep 
Score: -13491675.000000 Penalty: 3763.227783
	Iteration 24Q: 3 clusters Score -1.349168e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6043 members 
Mstep: Class 2 contains 100805 members 
Entering Unmasked Estep 
Score: -13491712.000000 Penalty: 3763.227783
	Iteration 25Q: 3 clusters Score -1.349171e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5930 members 
Mstep: Class 2 contains 100918 members 
Entering Unmasked Estep 
Score: -13491715.000000 Penalty: 3763.227783
	Iteration 26Q: 3 clusters Score -1.349172e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5828 members 
Mstep: Class 2 contains 101020 members 
Entering Unmasked Estep 
Score: -13491723.000000 Penalty: 3763.227783
	Iteration 27Q: 3 clusters Score -1.349172e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Mstep: Class 2 contains 101124 members 
Entering Unmasked Estep 
Score: -13491743.000000 Penalty: 3763.227783
	Iteration 28Q: 3 clusters Score -1.349174e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5628 members 
Mstep: Class 2 contains 101220 members 
Entering Unmasked Estep 
Score: -13491745.000000 Penalty: 3763.227783
	Iteration 29Q: 3 clusters Score -1.349174e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5540 members 
Mstep: Class 2 contains 101308 members 
Entering Unmasked Estep 
Score: -13491748.000000 Penalty: 3763.227783
	Iteration 30Q: 3 clusters Score -1.349175e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5471 members 
Mstep: Class 2 contains 101377 members 
Entering Unmasked Estep 
Score: -13491732.000000 Penalty: 3763.227783
	Iteration 31Q: 3 clusters Score -1.349173e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5416 members 
Mstep: Class 2 contains 101432 members 
Entering Unmasked Estep 
Score: -13491741.000000 Penalty: 3763.227783
	Iteration 32Q: 3 clusters Score -1.349174e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5362 members 
Mstep: Class 2 contains 101486 members 
Entering Unmasked Estep 
Score: -13491756.000000 Penalty: 3763.227783
	Iteration 33Q: 3 clusters Score -1.349176e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 101539 members 
Entering Unmasked Estep 
Score: -13491777.000000 Penalty: 3763.227783
	Iteration 34Q: 3 clusters Score -1.349178e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 101588 members 
Entering Unmasked Estep 
Score: -13491762.000000 Penalty: 3763.227783
	Iteration 35Q: 3 clusters Score -1.349176e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 101640 members 
Entering Unmasked Estep 
Score: -13491752.000000 Penalty: 3763.227783
	Iteration 36Q: 3 clusters Score -1.349175e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 101683 members 
Entering Unmasked Estep 
Score: -13491758.000000 Penalty: 3763.227783
	Iteration 37Q: 3 clusters Score -1.349176e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 101716 members 
Entering Unmasked Estep 
Score: -13491757.000000 Penalty: 3763.227783
	Iteration 38Q: 3 clusters Score -1.349176e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 101742 members 
Entering Unmasked Estep 
Score: -13491783.000000 Penalty: 3763.227783
	Iteration 39Q: 3 clusters Score -1.349178e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 101773 members 
Entering Unmasked Estep 
Score: -13491778.000000 Penalty: 3763.227783
	Iteration 40F: 3 clusters Score -1.349178e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5041 members 
Mstep: Class 2 contains 101807 members 
Entering Unmasked Estep 
Score: -13491784.000000 Penalty: 3763.227783
	Iteration 41Q: 3 clusters Score -1.349178e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 101841 members 
Entering Unmasked Estep 
Score: -13491779.000000 Penalty: 3763.227783
	Iteration 42Q: 3 clusters Score -1.349178e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 101869 members 
Entering Unmasked Estep 
Score: -13491761.000000 Penalty: 3763.227783
	Iteration 43Q: 3 clusters Score -1.349176e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 101889 members 
Entering Unmasked Estep 
Score: -13491762.000000 Penalty: 3763.227783
	Iteration 44Q: 3 clusters Score -1.349176e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 101907 members 
Entering Unmasked Estep 
Score: -13491783.000000 Penalty: 3763.227783
	Iteration 45Q: 3 clusters Score -1.349178e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 101927 members 
Entering Unmasked Estep 
Score: -13491779.000000 Penalty: 3763.227783
	Iteration 46Q: 3 clusters Score -1.349178e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 101948 members 
Entering Unmasked Estep 
Score: -13491770.000000 Penalty: 3763.227783
	Iteration 47Q: 3 clusters Score -1.349177e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 101971 members 
Entering Unmasked Estep 
Score: -13491775.000000 Penalty: 3763.227783
	Iteration 48Q: 3 clusters Score -1.349178e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 101990 members 
Entering Unmasked Estep 
Score: -13491785.000000 Penalty: 3763.227783
	Iteration 49Q: 3 clusters Score -1.349178e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 102010 members 
Entering Unmasked Estep 
Score: -13491773.000000 Penalty: 3763.227783
	Iteration 50Q: 3 clusters Score -1.349177e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4820 members 
Mstep: Class 2 contains 102028 members 
Entering Unmasked Estep 
Score: -13491799.000000 Penalty: 3763.227783
	Iteration 51Q: 3 clusters Score -1.34918e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 102049 members 
Entering Unmasked Estep 
Score: -13491776.000000 Penalty: 3763.227783
	Iteration 52Q: 3 clusters Score -1.349178e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 102074 members 
Entering Unmasked Estep 
Score: -13491781.000000 Penalty: 3763.227783
	Iteration 53Q: 3 clusters Score -1.349178e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 102099 members 
Entering Unmasked Estep 
Score: -13491778.000000 Penalty: 3763.227783
	Iteration 54Q: 3 clusters Score -1.349178e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 102117 members 
Entering Unmasked Estep 
Score: -13491798.000000 Penalty: 3763.227783
	Iteration 55Q: 3 clusters Score -1.34918e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 102140 members 
Entering Unmasked Estep 
Score: -13491787.000000 Penalty: 3763.227783
	Iteration 56Q: 3 clusters Score -1.349179e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 102153 members 
Entering Unmasked Estep 
Score: -13491782.000000 Penalty: 3763.227783
	Iteration 57Q: 3 clusters Score -1.349178e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 102159 members 
Entering Unmasked Estep 
Score: -13491795.000000 Penalty: 3763.227783
	Iteration 58Q: 3 clusters Score -1.34918e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 102165 members 
Entering Unmasked Estep 
Score: -13491781.000000 Penalty: 3763.227783
	Iteration 59Q: 3 clusters Score -1.349178e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 102172 members 
Entering Unmasked Estep 
Score: -13491782.000000 Penalty: 3763.227783
	Iteration 60F: 3 clusters Score -1.349178e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 102178 members 
Entering Unmasked Estep 
Score: -13491776.000000 Penalty: 3763.227783
	Iteration 61Q: 3 clusters Score -1.349178e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 102187 members 
Entering Unmasked Estep 
Score: -13491775.000000 Penalty: 3763.227783
	Iteration 62Q: 3 clusters Score -1.349178e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 102194 members 
Entering Unmasked Estep 
Score: -13491782.000000 Penalty: 3763.227783
	Iteration 63Q: 3 clusters Score -1.349178e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 102205 members 
Entering Unmasked Estep 
Score: -13491778.000000 Penalty: 3763.227783
	Iteration 64Q: 3 clusters Score -1.349178e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 102214 members 
Entering Unmasked Estep 
Score: -13491792.000000 Penalty: 3763.227783
	Iteration 65Q: 3 clusters Score -1.349179e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 102220 members 
Entering Unmasked Estep 
Score: -13491803.000000 Penalty: 3763.227783
	Iteration 66Q: 3 clusters Score -1.34918e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 102228 members 
Entering Unmasked Estep 
Score: -13491787.000000 Penalty: 3763.227783
	Iteration 67Q: 3 clusters Score -1.349179e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 102237 members 
Entering Unmasked Estep 
Score: -13491786.000000 Penalty: 3763.227783
	Iteration 68Q: 3 clusters Score -1.349179e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 102241 members 
Entering Unmasked Estep 
Score: -13491793.000000 Penalty: 3763.227783
	Iteration 69Q: 3 clusters Score -1.349179e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 102244 members 
Entering Unmasked Estep 
Score: -13491798.000000 Penalty: 3763.227783
	Iteration 70Q: 3 clusters Score -1.34918e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 102244 members 
Entering Unmasked Estep 
Score: -13491798.000000 Penalty: 3763.227783
	Iteration 71F: 3 clusters Score -1.34918e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (51097 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51097 members 
Entering Unmasked Estep 
Score: -6428003.000000 Penalty: 1761.740723
	Iteration 0F: 2 clusters Score -6428003 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25521 members 
Mstep: Class 2 contains 25576 members 
Entering Unmasked Estep 
Score: -6394003.500000 Penalty: 3523.481445
	Iteration 0F: 3 clusters Score -6394004 nChanged 24109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25862 members 
Mstep: Class 2 contains 25235 members 
Entering Unmasked Estep 
Score: -6407695.000000 Penalty: 3523.481445
	Iteration 1F: 3 clusters Score -6407695 nChanged 2384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26244 members 
Mstep: Class 2 contains 24853 members 
Entering Unmasked Estep 
Score: -6408759.500000 Penalty: 3523.481445
	Iteration 2Q: 3 clusters Score -6408760 nChanged 2975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26883 members 
Mstep: Class 2 contains 24214 members 
Entering Unmasked Estep 
Score: -6410766.500000 Penalty: 3523.481445
	Iteration 3F: 3 clusters Score -6410766 nChanged 3937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27736 members 
Mstep: Class 2 contains 23361 members 
Entering Unmasked Estep 
Score: -6414109.500000 Penalty: 3523.481445
	Iteration 4F: 3 clusters Score -6414110 nChanged 4541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28619 members 
Mstep: Class 2 contains 22478 members 
Entering Unmasked Estep 
Score: -6418264.500000 Penalty: 3523.481445
	Iteration 5F: 3 clusters Score -6418264 nChanged 4185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28940 members 
Mstep: Class 2 contains 22157 members 
Entering Unmasked Estep 
Score: -6421488.500000 Penalty: 3523.481445
	Iteration 6F: 3 clusters Score -6421488 nChanged 3072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28594 members 
Mstep: Class 2 contains 22503 members 
Entering Unmasked Estep 
Score: -6423212.500000 Penalty: 3523.481445
	Iteration 7F: 3 clusters Score -6423212 nChanged 2106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27782 members 
Mstep: Class 2 contains 23315 members 
Entering Unmasked Estep 
Score: -6424293.000000 Penalty: 3523.481445
	Iteration 8Q: 3 clusters Score -6424293 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26803 members 
Mstep: Class 2 contains 24294 members 
Entering Unmasked Estep 
Score: -6425051.000000 Penalty: 3523.481445
	Iteration 9Q: 3 clusters Score -6425051 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25718 members 
Mstep: Class 2 contains 25379 members 
Entering Unmasked Estep 
Score: -6425748.000000 Penalty: 3523.481445
	Iteration 10Q: 3 clusters Score -6425748 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24556 members 
Mstep: Class 2 contains 26541 members 
Entering Unmasked Estep 
Score: -6426430.500000 Penalty: 3523.481445
	Iteration 11Q: 3 clusters Score -6426430 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23291 members 
Mstep: Class 2 contains 27806 members 
Entering Unmasked Estep 
Score: -6427171.500000 Penalty: 3523.481445
	Iteration 12Q: 3 clusters Score -6427172 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21990 members 
Mstep: Class 2 contains 29107 members 
Entering Unmasked Estep 
Score: -6427978.500000 Penalty: 3523.481445
	Iteration 13Q: 3 clusters Score -6427978 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20799 members 
Mstep: Class 2 contains 30298 members 
Entering Unmasked Estep 
Score: -6428568.500000 Penalty: 3523.481445
	Iteration 14Q: 3 clusters Score -6428568 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19755 members 
Mstep: Class 2 contains 31342 members 
Entering Unmasked Estep 
Score: -6429009.500000 Penalty: 3523.481445
	Iteration 15Q: 3 clusters Score -6429010 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18814 members 
Mstep: Class 2 contains 32283 members 
Entering Unmasked Estep 
Score: -6429379.500000 Penalty: 3523.481445
	Iteration 16Q: 3 clusters Score -6429380 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17983 members 
Mstep: Class 2 contains 33114 members 
Entering Unmasked Estep 
Score: -6429654.000000 Penalty: 3523.481445
	Iteration 17Q: 3 clusters Score -6429654 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17246 members 
Mstep: Class 2 contains 33851 members 
Entering Unmasked Estep 
Score: -6429884.500000 Penalty: 3523.481445
	Iteration 18Q: 3 clusters Score -6429884 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16603 members 
Mstep: Class 2 contains 34494 members 
Entering Unmasked Estep 
Score: -6430086.000000 Penalty: 3523.481445
	Iteration 19Q: 3 clusters Score -6430086 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16007 members 
Mstep: Class 2 contains 35090 members 
Entering Unmasked Estep 
Score: -6430283.500000 Penalty: 3523.481445
	Iteration 20F: 3 clusters Score -6430284 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15432 members 
Mstep: Class 2 contains 35665 members 
Entering Unmasked Estep 
Score: -6430483.000000 Penalty: 3523.481445
	Iteration 21Q: 3 clusters Score -6430483 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14887 members 
Mstep: Class 2 contains 36210 members 
Entering Unmasked Estep 
Score: -6430684.500000 Penalty: 3523.481445
	Iteration 22Q: 3 clusters Score -6430684 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14342 members 
Mstep: Class 2 contains 36755 members 
Entering Unmasked Estep 
Score: -6430892.500000 Penalty: 3523.481445
	Iteration 23Q: 3 clusters Score -6430892 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13849 members 
Mstep: Class 2 contains 37248 members 
Entering Unmasked Estep 
Score: -6431017.500000 Penalty: 3523.481445
	Iteration 24Q: 3 clusters Score -6431018 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13390 members 
Mstep: Class 2 contains 37707 members 
Entering Unmasked Estep 
Score: -6431166.500000 Penalty: 3523.481445
	Iteration 25Q: 3 clusters Score -6431166 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12985 members 
Mstep: Class 2 contains 38112 members 
Entering Unmasked Estep 
Score: -6431275.000000 Penalty: 3523.481445
	Iteration 26Q: 3 clusters Score -6431275 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12628 members 
Mstep: Class 2 contains 38469 members 
Entering Unmasked Estep 
Score: -6431371.000000 Penalty: 3523.481445
	Iteration 27Q: 3 clusters Score -6431371 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12319 members 
Mstep: Class 2 contains 38778 members 
Entering Unmasked Estep 
Score: -6431434.500000 Penalty: 3523.481445
	Iteration 28Q: 3 clusters Score -6431434 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12008 members 
Mstep: Class 2 contains 39089 members 
Entering Unmasked Estep 
Score: -6431495.000000 Penalty: 3523.481445
	Iteration 29Q: 3 clusters Score -6431495 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11714 members 
Mstep: Class 2 contains 39383 members 
Entering Unmasked Estep 
Score: -6431574.000000 Penalty: 3523.481445
	Iteration 30Q: 3 clusters Score -6431574 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11443 members 
Mstep: Class 2 contains 39654 members 
Entering Unmasked Estep 
Score: -6431657.000000 Penalty: 3523.481445
	Iteration 31Q: 3 clusters Score -6431657 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11189 members 
Mstep: Class 2 contains 39908 members 
Entering Unmasked Estep 
Score: -6431708.000000 Penalty: 3523.481445
	Iteration 32Q: 3 clusters Score -6431708 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10954 members 
Mstep: Class 2 contains 40143 members 
Entering Unmasked Estep 
Score: -6431749.500000 Penalty: 3523.481445
	Iteration 33Q: 3 clusters Score -6431750 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10745 members 
Mstep: Class 2 contains 40352 members 
Entering Unmasked Estep 
Score: -6431792.000000 Penalty: 3523.481445
	Iteration 34Q: 3 clusters Score -6431792 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10558 members 
Mstep: Class 2 contains 40539 members 
Entering Unmasked Estep 
Score: -6431833.000000 Penalty: 3523.481445
	Iteration 35Q: 3 clusters Score -6431833 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10407 members 
Mstep: Class 2 contains 40690 members 
Entering Unmasked Estep 
Score: -6431852.000000 Penalty: 3523.481445
	Iteration 36Q: 3 clusters Score -6431852 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10277 members 
Mstep: Class 2 contains 40820 members 
Entering Unmasked Estep 
Score: -6431872.000000 Penalty: 3523.481445
	Iteration 37Q: 3 clusters Score -6431872 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10155 members 
Mstep: Class 2 contains 40942 members 
Entering Unmasked Estep 
Score: -6431898.500000 Penalty: 3523.481445
	Iteration 38Q: 3 clusters Score -6431898 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10053 members 
Mstep: Class 2 contains 41044 members 
Entering Unmasked Estep 
Score: -6431930.000000 Penalty: 3523.481445
	Iteration 39Q: 3 clusters Score -6431930 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9967 members 
Mstep: Class 2 contains 41130 members 
Entering Unmasked Estep 
Score: -6431934.500000 Penalty: 3523.481445
	Iteration 40F: 3 clusters Score -6431934 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9902 members 
Mstep: Class 2 contains 41195 members 
Entering Unmasked Estep 
Score: -6431943.000000 Penalty: 3523.481445
	Iteration 41Q: 3 clusters Score -6431943 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9840 members 
Mstep: Class 2 contains 41257 members 
Entering Unmasked Estep 
Score: -6431941.000000 Penalty: 3523.481445
	Iteration 42Q: 3 clusters Score -6431941 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9787 members 
Mstep: Class 2 contains 41310 members 
Entering Unmasked Estep 
Score: -6431940.000000 Penalty: 3523.481445
	Iteration 43Q: 3 clusters Score -6431940 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9733 members 
Mstep: Class 2 contains 41364 members 
Entering Unmasked Estep 
Score: -6431949.500000 Penalty: 3523.481445
	Iteration 44Q: 3 clusters Score -6431950 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9689 members 
Mstep: Class 2 contains 41408 members 
Entering Unmasked Estep 
Score: -6431951.000000 Penalty: 3523.481445
	Iteration 45Q: 3 clusters Score -6431951 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9643 members 
Mstep: Class 2 contains 41454 members 
Entering Unmasked Estep 
Score: -6431953.000000 Penalty: 3523.481445
	Iteration 46Q: 3 clusters Score -6431953 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9598 members 
Mstep: Class 2 contains 41499 members 
Entering Unmasked Estep 
Score: -6431945.000000 Penalty: 3523.481445
	Iteration 47Q: 3 clusters Score -6431945 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9557 members 
Mstep: Class 2 contains 41540 members 
Entering Unmasked Estep 
Score: -6431943.500000 Penalty: 3523.481445
	Iteration 48Q: 3 clusters Score -6431944 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9533 members 
Mstep: Class 2 contains 41564 members 
Entering Unmasked Estep 
Score: -6431950.500000 Penalty: 3523.481445
	Iteration 49Q: 3 clusters Score -6431950 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9506 members 
Mstep: Class 2 contains 41591 members 
Entering Unmasked Estep 
Score: -6431953.000000 Penalty: 3523.481445
	Iteration 50Q: 3 clusters Score -6431953 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9497 members 
Mstep: Class 2 contains 41600 members 
Entering Unmasked Estep 
Score: -6431956.000000 Penalty: 3523.481445
	Iteration 51Q: 3 clusters Score -6431956 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9485 members 
Mstep: Class 2 contains 41612 members 
Entering Unmasked Estep 
Score: -6431954.500000 Penalty: 3523.481445
	Iteration 52Q: 3 clusters Score -6431954 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9474 members 
Mstep: Class 2 contains 41623 members 
Entering Unmasked Estep 
Score: -6431964.000000 Penalty: 3523.481445
	Iteration 53Q: 3 clusters Score -6431964 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9458 members 
Mstep: Class 2 contains 41639 members 
Entering Unmasked Estep 
Score: -6431964.000000 Penalty: 3523.481445
	Iteration 54Q: 3 clusters Score -6431964 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9447 members 
Mstep: Class 2 contains 41650 members 
Entering Unmasked Estep 
Score: -6431971.500000 Penalty: 3523.481445
	Iteration 55Q: 3 clusters Score -6431972 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9441 members 
Mstep: Class 2 contains 41656 members 
Entering Unmasked Estep 
Score: -6431963.500000 Penalty: 3523.481445
	Iteration 56Q: 3 clusters Score -6431964 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9439 members 
Mstep: Class 2 contains 41658 members 
Entering Unmasked Estep 
Score: -6431962.500000 Penalty: 3523.481445
	Iteration 57Q: 3 clusters Score -6431962 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9437 members 
Mstep: Class 2 contains 41660 members 
Entering Unmasked Estep 
Score: -6431961.000000 Penalty: 3523.481445
	Iteration 58Q: 3 clusters Score -6431961 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9436 members 
Mstep: Class 2 contains 41661 members 
Entering Unmasked Estep 
Score: -6431961.000000 Penalty: 3523.481445
	Iteration 59Q: 3 clusters Score -6431961 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9436 members 
Mstep: Class 2 contains 41661 members 
Entering Unmasked Estep 
Score: -6431961.000000 Penalty: 3523.481445
	Iteration 60F: 3 clusters Score -6431961 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 8313 members 
Mstep: Class 3 contains 106848 members 
Mstep: Class 4 contains 9436 members 
Mstep: Class 5 contains 14023 members 
Mstep: Class 6 contains 38925 members 
Mstep: Class 7 contains 34818 members 
Mstep: Class 8 contains 7801 members 
Mstep: Class 9 contains 22787 members 
Mstep: Class 10 contains 20160 members 
Mstep: Class 11 contains 11716 members 
Mstep: Class 12 contains 8302 members 
Mstep: Class 13 contains 27542 members 
Mstep: Class 14 contains 81367 members 
Mstep: Class 15 contains 58471 members 
Mstep: Class 16 contains 4147 members 
Mstep: Class 17 contains 11427 members 
Mstep: Class 18 contains 59145 members 
Mstep: Class 19 contains 35178 members 
Mstep: Class 20 contains 17361 members 
Mstep: Class 21 contains 2220 members 
Mstep: Class 22 contains 19390 members 
Mstep: Class 23 contains 179058 members 
Mstep: Class 24 contains 41661 members 
Entering Unmasked Estep 
Score: -100142776.000000 Penalty: 53109.531250
Splitting cluster 4 changes total score from -100130304.000000 to -100142776.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 5 (14023 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14023 members 
Entering Unmasked Estep 
Score: -1772961.375000 Penalty: 1551.623779
	Iteration 0F: 2 clusters Score -1772961 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6970 members 
Mstep: Class 2 contains 7053 members 
Entering Unmasked Estep 
Score: -1763193.375000 Penalty: 3103.247559
	Iteration 0F: 3 clusters Score -1763193 nChanged 6148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6642 members 
Mstep: Class 2 contains 7381 members 
Entering Unmasked Estep 
Score: -1766672.750000 Penalty: 3103.247559
	Iteration 1F: 3 clusters Score -1766673 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6380 members 
Mstep: Class 2 contains 7643 members 
Entering Unmasked Estep 
Score: -1767180.250000 Penalty: 3103.247559
	Iteration 2F: 3 clusters Score -1767180 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5981 members 
Mstep: Class 2 contains 8042 members 
Entering Unmasked Estep 
Score: -1767763.625000 Penalty: 3103.247559
	Iteration 3F: 3 clusters Score -1767764 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 8550 members 
Entering Unmasked Estep 
Score: -1768387.000000 Penalty: 3103.247559
	Iteration 4F: 3 clusters Score -1768387 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 9212 members 
Entering Unmasked Estep 
Score: -1769165.125000 Penalty: 3103.247559
	Iteration 5F: 3 clusters Score -1769165 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 9999 members 
Entering Unmasked Estep 
Score: -1770131.000000 Penalty: 3103.247559
	Iteration 6F: 3 clusters Score -1770131 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 10794 members 
Entering Unmasked Estep 
Score: -1771025.750000 Penalty: 3103.247559
	Iteration 7F: 3 clusters Score -1771026 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 11394 members 
Entering Unmasked Estep 
Score: -1771743.250000 Penalty: 3103.247559
	Iteration 8F: 3 clusters Score -1771743 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 11781 members 
Entering Unmasked Estep 
Score: -1772201.250000 Penalty: 3103.247559
	Iteration 9Q: 3 clusters Score -1772201 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 12021 members 
Entering Unmasked Estep 
Score: -1772477.750000 Penalty: 3103.247559
	Iteration 10Q: 3 clusters Score -1772478 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 12172 members 
Entering Unmasked Estep 
Score: -1772656.750000 Penalty: 3103.247559
	Iteration 11Q: 3 clusters Score -1772657 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 12251 members 
Entering Unmasked Estep 
Score: -1772758.250000 Penalty: 3103.247559
	Iteration 12Q: 3 clusters Score -1772758 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 12308 members 
Entering Unmasked Estep 
Score: -1772832.250000 Penalty: 3103.247559
	Iteration 13Q: 3 clusters Score -1772832 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 12332 members 
Entering Unmasked Estep 
Score: -1772901.000000 Penalty: 3103.247559
	Iteration 14Q: 3 clusters Score -1772901 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 12341 members 
Entering Unmasked Estep 
Score: -1772939.625000 Penalty: 3103.247559
	Iteration 15Q: 3 clusters Score -1772940 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 12347 members 
Entering Unmasked Estep 
Score: -1772976.875000 Penalty: 3103.247559
	Iteration 16Q: 3 clusters Score -1772977 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 12343 members 
Entering Unmasked Estep 
Score: -1772995.000000 Penalty: 3103.247559
	Iteration 17Q: 3 clusters Score -1772995 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 12342 members 
Entering Unmasked Estep 
Score: -1773008.750000 Penalty: 3103.247559
	Iteration 18Q: 3 clusters Score -1773009 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 12341 members 
Entering Unmasked Estep 
Score: -1773015.000000 Penalty: 3103.247559
	Iteration 19Q: 3 clusters Score -1773015 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 12346 members 
Entering Unmasked Estep 
Score: -1773059.750000 Penalty: 3103.247559
	Iteration 20F: 3 clusters Score -1773060 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 12338 members 
Entering Unmasked Estep 
Score: -1773069.000000 Penalty: 3103.247559
	Iteration 21Q: 3 clusters Score -1773069 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 12333 members 
Entering Unmasked Estep 
Score: -1773079.375000 Penalty: 3103.247559
	Iteration 22Q: 3 clusters Score -1773079 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 12331 members 
Entering Unmasked Estep 
Score: -1773093.000000 Penalty: 3103.247559
	Iteration 23Q: 3 clusters Score -1773093 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 12328 members 
Entering Unmasked Estep 
Score: -1773103.125000 Penalty: 3103.247559
	Iteration 24Q: 3 clusters Score -1773103 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 12320 members 
Entering Unmasked Estep 
Score: -1773100.375000 Penalty: 3103.247559
	Iteration 25Q: 3 clusters Score -1773100 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 12316 members 
Entering Unmasked Estep 
Score: -1773100.375000 Penalty: 3103.247559
	Iteration 26Q: 3 clusters Score -1773100 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 12315 members 
Entering Unmasked Estep 
Score: -1773103.250000 Penalty: 3103.247559
	Iteration 27Q: 3 clusters Score -1773103 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 12314 members 
Entering Unmasked Estep 
Score: -1773102.625000 Penalty: 3103.247559
	Iteration 28Q: 3 clusters Score -1773103 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 12311 members 
Entering Unmasked Estep 
Score: -1773109.875000 Penalty: 3103.247559
	Iteration 29Q: 3 clusters Score -1773110 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 12304 members 
Entering Unmasked Estep 
Score: -1773110.250000 Penalty: 3103.247559
	Iteration 30Q: 3 clusters Score -1773110 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 12299 members 
Entering Unmasked Estep 
Score: -1773108.125000 Penalty: 3103.247559
	Iteration 31Q: 3 clusters Score -1773108 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 12296 members 
Entering Unmasked Estep 
Score: -1773110.250000 Penalty: 3103.247559
	Iteration 32Q: 3 clusters Score -1773110 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 12293 members 
Entering Unmasked Estep 
Score: -1773112.000000 Penalty: 3103.247559
	Iteration 33Q: 3 clusters Score -1773112 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 12292 members 
Entering Unmasked Estep 
Score: -1773109.000000 Penalty: 3103.247559
	Iteration 34Q: 3 clusters Score -1773109 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 12292 members 
Entering Unmasked Estep 
Score: -1773109.000000 Penalty: 3103.247559
	Iteration 35F: 3 clusters Score -1773109 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 8313 members 
Mstep: Class 3 contains 106848 members 
Mstep: Class 4 contains 9436 members 
Mstep: Class 5 contains 1731 members 
Mstep: Class 6 contains 38925 members 
Mstep: Class 7 contains 34818 members 
Mstep: Class 8 contains 7801 members 
Mstep: Class 9 contains 22787 members 
Mstep: Class 10 contains 20160 members 
Mstep: Class 11 contains 11716 members 
Mstep: Class 12 contains 8302 members 
Mstep: Class 13 contains 27542 members 
Mstep: Class 14 contains 81367 members 
Mstep: Class 15 contains 58471 members 
Mstep: Class 16 contains 4147 members 
Mstep: Class 17 contains 11427 members 
Mstep: Class 18 contains 59145 members 
Mstep: Class 19 contains 35178 members 
Mstep: Class 20 contains 17361 members 
Mstep: Class 21 contains 2220 members 
Mstep: Class 22 contains 19390 members 
Mstep: Class 23 contains 179058 members 
Mstep: Class 24 contains 41661 members 
Mstep: Class 25 contains 12292 members 
Entering Unmasked Estep 
Score: -100142512.000000 Penalty: 55322.429688
Splitting cluster 5 changes total score from -100130304.000000 to -100142512.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 6 (38925 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38925 members 
Entering Unmasked Estep 
Score: -4930345.500000 Penalty: 1717.526245
	Iteration 0F: 2 clusters Score -4930346 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19399 members 
Mstep: Class 2 contains 19526 members 
Entering Unmasked Estep 
Score: -4904188.500000 Penalty: 3435.052490
	Iteration 0F: 3 clusters Score -4904188 nChanged 18084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18133 members 
Mstep: Class 2 contains 20792 members 
Entering Unmasked Estep 
Score: -4914384.500000 Penalty: 3435.052490
	Iteration 1F: 3 clusters Score -4914384 nChanged 2092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17201 members 
Mstep: Class 2 contains 21724 members 
Entering Unmasked Estep 
Score: -4915292.500000 Penalty: 3435.052490
	Iteration 2F: 3 clusters Score -4915292 nChanged 2415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15894 members 
Mstep: Class 2 contains 23031 members 
Entering Unmasked Estep 
Score: -4916569.500000 Penalty: 3435.052490
	Iteration 3F: 3 clusters Score -4916570 nChanged 2595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14311 members 
Mstep: Class 2 contains 24614 members 
Entering Unmasked Estep 
Score: -4918167.000000 Penalty: 3435.052490
	Iteration 4F: 3 clusters Score -4918167 nChanged 2825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12404 members 
Mstep: Class 2 contains 26521 members 
Entering Unmasked Estep 
Score: -4920056.000000 Penalty: 3435.052490
	Iteration 5F: 3 clusters Score -4920056 nChanged 2677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10465 members 
Mstep: Class 2 contains 28460 members 
Entering Unmasked Estep 
Score: -4921905.500000 Penalty: 3435.052490
	Iteration 6F: 3 clusters Score -4921906 nChanged 2361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8606 members 
Mstep: Class 2 contains 30319 members 
Entering Unmasked Estep 
Score: -4923478.000000 Penalty: 3435.052490
	Iteration 7F: 3 clusters Score -4923478 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6967 members 
Mstep: Class 2 contains 31958 members 
Entering Unmasked Estep 
Score: -4924773.500000 Penalty: 3435.052490
	Iteration 8Q: 3 clusters Score -4924774 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 33391 members 
Entering Unmasked Estep 
Score: -4925984.000000 Penalty: 3435.052490
	Iteration 9Q: 3 clusters Score -4925984 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 34568 members 
Entering Unmasked Estep 
Score: -4927040.000000 Penalty: 3435.052490
	Iteration 10Q: 3 clusters Score -4927040 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 35431 members 
Entering Unmasked Estep 
Score: -4927962.500000 Penalty: 3435.052490
	Iteration 11Q: 3 clusters Score -4927962 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 35975 members 
Entering Unmasked Estep 
Score: -4928591.000000 Penalty: 3435.052490
	Iteration 12Q: 3 clusters Score -4928591 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 36304 members 
Entering Unmasked Estep 
Score: -4929035.000000 Penalty: 3435.052490
	Iteration 13Q: 3 clusters Score -4929035 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 36451 members 
Entering Unmasked Estep 
Score: -4929381.000000 Penalty: 3435.052490
	Iteration 14Q: 3 clusters Score -4929381 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 36492 members 
Entering Unmasked Estep 
Score: -4929556.500000 Penalty: 3435.052490
	Iteration 15Q: 3 clusters Score -4929556 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 36517 members 
Entering Unmasked Estep 
Score: -4929660.500000 Penalty: 3435.052490
	Iteration 16Q: 3 clusters Score -4929660 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 36537 members 
Entering Unmasked Estep 
Score: -4929731.000000 Penalty: 3435.052490
	Iteration 17Q: 3 clusters Score -4929731 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 36565 members 
Entering Unmasked Estep 
Score: -4929755.000000 Penalty: 3435.052490
	Iteration 18Q: 3 clusters Score -4929755 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 36584 members 
Entering Unmasked Estep 
Score: -4929769.000000 Penalty: 3435.052490
	Iteration 19Q: 3 clusters Score -4929769 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 36595 members 
Entering Unmasked Estep 
Score: -4929771.000000 Penalty: 3435.052490
	Iteration 20F: 3 clusters Score -4929771 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 36606 members 
Entering Unmasked Estep 
Score: -4929780.000000 Penalty: 3435.052490
	Iteration 21Q: 3 clusters Score -4929780 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 36619 members 
Entering Unmasked Estep 
Score: -4929790.500000 Penalty: 3435.052490
	Iteration 22Q: 3 clusters Score -4929790 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 36632 members 
Entering Unmasked Estep 
Score: -4929797.500000 Penalty: 3435.052490
	Iteration 23Q: 3 clusters Score -4929798 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 36637 members 
Entering Unmasked Estep 
Score: -4929805.500000 Penalty: 3435.052490
	Iteration 24Q: 3 clusters Score -4929806 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 36644 members 
Entering Unmasked Estep 
Score: -4929801.000000 Penalty: 3435.052490
	Iteration 25Q: 3 clusters Score -4929801 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 36658 members 
Entering Unmasked Estep 
Score: -4929797.000000 Penalty: 3435.052490
	Iteration 26Q: 3 clusters Score -4929797 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 36668 members 
Entering Unmasked Estep 
Score: -4929800.500000 Penalty: 3435.052490
	Iteration 27Q: 3 clusters Score -4929800 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 36676 members 
Entering Unmasked Estep 
Score: -4929800.000000 Penalty: 3435.052490
	Iteration 28Q: 3 clusters Score -4929800 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 36686 members 
Entering Unmasked Estep 
Score: -4929796.500000 Penalty: 3435.052490
	Iteration 29Q: 3 clusters Score -4929796 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 36692 members 
Entering Unmasked Estep 
Score: -4929800.000000 Penalty: 3435.052490
	Iteration 30Q: 3 clusters Score -4929800 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 36702 members 
Entering Unmasked Estep 
Score: -4929794.500000 Penalty: 3435.052490
	Iteration 31Q: 3 clusters Score -4929794 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 36706 members 
Entering Unmasked Estep 
Score: -4929792.500000 Penalty: 3435.052490
	Iteration 32Q: 3 clusters Score -4929792 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 36707 members 
Entering Unmasked Estep 
Score: -4929794.500000 Penalty: 3435.052490
	Iteration 33Q: 3 clusters Score -4929794 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 36710 members 
Entering Unmasked Estep 
Score: -4929795.500000 Penalty: 3435.052490
	Iteration 34Q: 3 clusters Score -4929796 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 36714 members 
Entering Unmasked Estep 
Score: -4929801.500000 Penalty: 3435.052490
	Iteration 35Q: 3 clusters Score -4929802 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 36719 members 
Entering Unmasked Estep 
Score: -4929804.500000 Penalty: 3435.052490
	Iteration 36Q: 3 clusters Score -4929804 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 36725 members 
Entering Unmasked Estep 
Score: -4929804.000000 Penalty: 3435.052490
	Iteration 37Q: 3 clusters Score -4929804 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 36727 members 
Entering Unmasked Estep 
Score: -4929808.000000 Penalty: 3435.052490
	Iteration 38Q: 3 clusters Score -4929808 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 36730 members 
Entering Unmasked Estep 
Score: -4929806.500000 Penalty: 3435.052490
	Iteration 39Q: 3 clusters Score -4929806 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 36735 members 
Entering Unmasked Estep 
Score: -4929807.500000 Penalty: 3435.052490
	Iteration 40F: 3 clusters Score -4929808 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 36740 members 
Entering Unmasked Estep 
Score: -4929805.000000 Penalty: 3435.052490
	Iteration 41Q: 3 clusters Score -4929805 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 36741 members 
Entering Unmasked Estep 
Score: -4929803.000000 Penalty: 3435.052490
	Iteration 42Q: 3 clusters Score -4929803 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 36745 members 
Entering Unmasked Estep 
Score: -4929806.000000 Penalty: 3435.052490
	Iteration 43Q: 3 clusters Score -4929806 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 36748 members 
Entering Unmasked Estep 
Score: -4929805.000000 Penalty: 3435.052490
	Iteration 44Q: 3 clusters Score -4929805 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 36750 members 
Entering Unmasked Estep 
Score: -4929806.000000 Penalty: 3435.052490
	Iteration 45Q: 3 clusters Score -4929806 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 36749 members 
Entering Unmasked Estep 
Score: -4929807.000000 Penalty: 3435.052490
	Iteration 46Q: 3 clusters Score -4929807 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 36748 members 
Entering Unmasked Estep 
Score: -4929809.500000 Penalty: 3435.052490
	Iteration 47Q: 3 clusters Score -4929810 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 36751 members 
Entering Unmasked Estep 
Score: -4929806.000000 Penalty: 3435.052490
	Iteration 48Q: 3 clusters Score -4929806 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 36752 members 
Entering Unmasked Estep 
Score: -4929805.000000 Penalty: 3435.052490
	Iteration 49Q: 3 clusters Score -4929805 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 36753 members 
Entering Unmasked Estep 
Score: -4929803.500000 Penalty: 3435.052490
	Iteration 50Q: 3 clusters Score -4929804 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 36754 members 
Entering Unmasked Estep 
Score: -4929803.500000 Penalty: 3435.052490
	Iteration 51Q: 3 clusters Score -4929804 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 36754 members 
Entering Unmasked Estep 
Score: -4929803.500000 Penalty: 3435.052490
	Iteration 52F: 3 clusters Score -4929804 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (34818 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34818 members 
Entering Unmasked Estep 
Score: -4347388.000000 Penalty: 1699.407104
	Iteration 0F: 2 clusters Score -4347388 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17491 members 
Mstep: Class 2 contains 17327 members 
Entering Unmasked Estep 
Score: -4324116.500000 Penalty: 3398.814209
	Iteration 0F: 3 clusters Score -4324116 nChanged 16008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18671 members 
Mstep: Class 2 contains 16147 members 
Entering Unmasked Estep 
Score: -4333215.500000 Penalty: 3398.814209
	Iteration 1F: 3 clusters Score -4333216 nChanged 2091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19536 members 
Mstep: Class 2 contains 15282 members 
Entering Unmasked Estep 
Score: -4334653.500000 Penalty: 3398.814209
	Iteration 2F: 3 clusters Score -4334654 nChanged 2616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20876 members 
Mstep: Class 2 contains 13942 members 
Entering Unmasked Estep 
Score: -4337073.500000 Penalty: 3398.814209
	Iteration 3F: 3 clusters Score -4337074 nChanged 3113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22773 members 
Mstep: Class 2 contains 12045 members 
Entering Unmasked Estep 
Score: -4339936.500000 Penalty: 3398.814209
	Iteration 4F: 3 clusters Score -4339936 nChanged 2979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24874 members 
Mstep: Class 2 contains 9944 members 
Entering Unmasked Estep 
Score: -4342892.000000 Penalty: 3398.814209
	Iteration 5F: 3 clusters Score -4342892 nChanged 2605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26651 members 
Mstep: Class 2 contains 8167 members 
Entering Unmasked Estep 
Score: -4345740.500000 Penalty: 3398.814209
	Iteration 6F: 3 clusters Score -4345740 nChanged 2009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27762 members 
Mstep: Class 2 contains 7056 members 
Entering Unmasked Estep 
Score: -4347955.000000 Penalty: 3398.814209
	Iteration 7F: 3 clusters Score -4347955 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28196 members 
Mstep: Class 2 contains 6622 members 
Entering Unmasked Estep 
Score: -4349393.500000 Penalty: 3398.814209
	Iteration 8Q: 3 clusters Score -4349394 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28244 members 
Mstep: Class 2 contains 6574 members 
Entering Unmasked Estep 
Score: -4350246.000000 Penalty: 3398.814209
	Iteration 9Q: 3 clusters Score -4350246 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28255 members 
Mstep: Class 2 contains 6563 members 
Entering Unmasked Estep 
Score: -4350925.000000 Penalty: 3398.814209
	Iteration 10Q: 3 clusters Score -4350925 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28295 members 
Mstep: Class 2 contains 6523 members 
Entering Unmasked Estep 
Score: -4351343.500000 Penalty: 3398.814209
	Iteration 11Q: 3 clusters Score -4351344 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28309 members 
Mstep: Class 2 contains 6509 members 
Entering Unmasked Estep 
Score: -4351599.500000 Penalty: 3398.814209
	Iteration 12Q: 3 clusters Score -4351600 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28286 members 
Mstep: Class 2 contains 6532 members 
Entering Unmasked Estep 
Score: -4351691.500000 Penalty: 3398.814209
	Iteration 13Q: 3 clusters Score -4351692 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28245 members 
Mstep: Class 2 contains 6573 members 
Entering Unmasked Estep 
Score: -4351750.500000 Penalty: 3398.814209
	Iteration 14Q: 3 clusters Score -4351750 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28202 members 
Mstep: Class 2 contains 6616 members 
Entering Unmasked Estep 
Score: -4351767.000000 Penalty: 3398.814209
	Iteration 15Q: 3 clusters Score -4351767 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28157 members 
Mstep: Class 2 contains 6661 members 
Entering Unmasked Estep 
Score: -4351774.500000 Penalty: 3398.814209
	Iteration 16Q: 3 clusters Score -4351774 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28116 members 
Mstep: Class 2 contains 6702 members 
Entering Unmasked Estep 
Score: -4351794.000000 Penalty: 3398.814209
	Iteration 17Q: 3 clusters Score -4351794 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28071 members 
Mstep: Class 2 contains 6747 members 
Entering Unmasked Estep 
Score: -4351806.000000 Penalty: 3398.814209
	Iteration 18Q: 3 clusters Score -4351806 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28037 members 
Mstep: Class 2 contains 6781 members 
Entering Unmasked Estep 
Score: -4351810.000000 Penalty: 3398.814209
	Iteration 19Q: 3 clusters Score -4351810 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28020 members 
Mstep: Class 2 contains 6798 members 
Entering Unmasked Estep 
Score: -4351813.000000 Penalty: 3398.814209
	Iteration 20F: 3 clusters Score -4351813 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28001 members 
Mstep: Class 2 contains 6817 members 
Entering Unmasked Estep 
Score: -4351816.000000 Penalty: 3398.814209
	Iteration 21Q: 3 clusters Score -4351816 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27984 members 
Mstep: Class 2 contains 6834 members 
Entering Unmasked Estep 
Score: -4351826.000000 Penalty: 3398.814209
	Iteration 22Q: 3 clusters Score -4351826 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27963 members 
Mstep: Class 2 contains 6855 members 
Entering Unmasked Estep 
Score: -4351827.000000 Penalty: 3398.814209
	Iteration 23Q: 3 clusters Score -4351827 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27945 members 
Mstep: Class 2 contains 6873 members 
Entering Unmasked Estep 
Score: -4351824.500000 Penalty: 3398.814209
	Iteration 24Q: 3 clusters Score -4351824 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27930 members 
Mstep: Class 2 contains 6888 members 
Entering Unmasked Estep 
Score: -4351825.000000 Penalty: 3398.814209
	Iteration 25Q: 3 clusters Score -4351825 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27920 members 
Mstep: Class 2 contains 6898 members 
Entering Unmasked Estep 
Score: -4351832.000000 Penalty: 3398.814209
	Iteration 26Q: 3 clusters Score -4351832 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27911 members 
Mstep: Class 2 contains 6907 members 
Entering Unmasked Estep 
Score: -4351837.000000 Penalty: 3398.814209
	Iteration 27Q: 3 clusters Score -4351837 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27906 members 
Mstep: Class 2 contains 6912 members 
Entering Unmasked Estep 
Score: -4351837.500000 Penalty: 3398.814209
	Iteration 28Q: 3 clusters Score -4351838 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27903 members 
Mstep: Class 2 contains 6915 members 
Entering Unmasked Estep 
Score: -4351833.500000 Penalty: 3398.814209
	Iteration 29Q: 3 clusters Score -4351834 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27899 members 
Mstep: Class 2 contains 6919 members 
Entering Unmasked Estep 
Score: -4351830.000000 Penalty: 3398.814209
	Iteration 30Q: 3 clusters Score -4351830 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27894 members 
Mstep: Class 2 contains 6924 members 
Entering Unmasked Estep 
Score: -4351837.500000 Penalty: 3398.814209
	Iteration 31Q: 3 clusters Score -4351838 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27889 members 
Mstep: Class 2 contains 6929 members 
Entering Unmasked Estep 
Score: -4351836.500000 Penalty: 3398.814209
	Iteration 32Q: 3 clusters Score -4351836 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27883 members 
Mstep: Class 2 contains 6935 members 
Entering Unmasked Estep 
Score: -4351834.500000 Penalty: 3398.814209
	Iteration 33Q: 3 clusters Score -4351834 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27878 members 
Mstep: Class 2 contains 6940 members 
Entering Unmasked Estep 
Score: -4351832.500000 Penalty: 3398.814209
	Iteration 34Q: 3 clusters Score -4351832 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27876 members 
Mstep: Class 2 contains 6942 members 
Entering Unmasked Estep 
Score: -4351830.000000 Penalty: 3398.814209
	Iteration 35Q: 3 clusters Score -4351830 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27877 members 
Mstep: Class 2 contains 6941 members 
Entering Unmasked Estep 
Score: -4351833.000000 Penalty: 3398.814209
	Iteration 36Q: 3 clusters Score -4351833 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27876 members 
Mstep: Class 2 contains 6942 members 
Entering Unmasked Estep 
Score: -4351834.000000 Penalty: 3398.814209
	Iteration 37Q: 3 clusters Score -4351834 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27875 members 
Mstep: Class 2 contains 6943 members 
Entering Unmasked Estep 
Score: -4351832.000000 Penalty: 3398.814209
	Iteration 38Q: 3 clusters Score -4351832 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27874 members 
Mstep: Class 2 contains 6944 members 
Entering Unmasked Estep 
Score: -4351833.000000 Penalty: 3398.814209
	Iteration 39Q: 3 clusters Score -4351833 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27874 members 
Mstep: Class 2 contains 6944 members 
Entering Unmasked Estep 
Score: -4351833.000000 Penalty: 3398.814209
	Iteration 40F: 3 clusters Score -4351833 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 8313 members 
Mstep: Class 3 contains 106848 members 
Mstep: Class 4 contains 9436 members 
Mstep: Class 5 contains 1731 members 
Mstep: Class 6 contains 38925 members 
Mstep: Class 7 contains 27874 members 
Mstep: Class 8 contains 7801 members 
Mstep: Class 9 contains 22787 members 
Mstep: Class 10 contains 20160 members 
Mstep: Class 11 contains 11716 members 
Mstep: Class 12 contains 8302 members 
Mstep: Class 13 contains 27542 members 
Mstep: Class 14 contains 81367 members 
Mstep: Class 15 contains 58471 members 
Mstep: Class 16 contains 4147 members 
Mstep: Class 17 contains 11427 members 
Mstep: Class 18 contains 59145 members 
Mstep: Class 19 contains 35178 members 
Mstep: Class 20 contains 17361 members 
Mstep: Class 21 contains 2220 members 
Mstep: Class 22 contains 19390 members 
Mstep: Class 23 contains 179058 members 
Mstep: Class 24 contains 41661 members 
Mstep: Class 25 contains 12292 members 
Mstep: Class 26 contains 6944 members 
Entering Unmasked Estep 
Score: -100146760.000000 Penalty: 57535.324219
Splitting cluster 7 changes total score from -100130304.000000 to -100146760.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 8 (7801 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7801 members 
Entering Unmasked Estep 
Score: -979776.250000 Penalty: 1456.326172
	Iteration 0F: 2 clusters Score -979776.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -974056.125000 Penalty: 2912.652344
	Iteration 0F: 3 clusters Score -974056.1 nChanged 3296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -975947.250000 Penalty: 2912.652344
	Iteration 1F: 3 clusters Score -975947.2 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -976555.625000 Penalty: 2912.652344
	Iteration 2F: 3 clusters Score -976555.6 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -977296.500000 Penalty: 2912.652344
	Iteration 3F: 3 clusters Score -977296.5 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -978014.125000 Penalty: 2912.652344
	Iteration 4F: 3 clusters Score -978014.1 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -978609.437500 Penalty: 2912.652344
	Iteration 5F: 3 clusters Score -978609.4 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -979003.062500 Penalty: 2912.652344
	Iteration 6F: 3 clusters Score -979003.1 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 5179 members 
Entering Unmasked Estep 
Score: -979184.750000 Penalty: 2912.652344
	Iteration 7Q: 3 clusters Score -979184.8 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 5302 members 
Entering Unmasked Estep 
Score: -979267.375000 Penalty: 2912.652344
	Iteration 8Q: 3 clusters Score -979267.4 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 5395 members 
Entering Unmasked Estep 
Score: -979318.625000 Penalty: 2912.652344
	Iteration 9Q: 3 clusters Score -979318.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 5475 members 
Entering Unmasked Estep 
Score: -979349.875000 Penalty: 2912.652344
	Iteration 10Q: 3 clusters Score -979349.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 5540 members 
Entering Unmasked Estep 
Score: -979370.000000 Penalty: 2912.652344
	Iteration 11Q: 3 clusters Score -979370 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 5589 members 
Entering Unmasked Estep 
Score: -979384.437500 Penalty: 2912.652344
	Iteration 12Q: 3 clusters Score -979384.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 5626 members 
Entering Unmasked Estep 
Score: -979390.812500 Penalty: 2912.652344
	Iteration 13Q: 3 clusters Score -979390.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 5650 members 
Entering Unmasked Estep 
Score: -979398.375000 Penalty: 2912.652344
	Iteration 14Q: 3 clusters Score -979398.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 5676 members 
Entering Unmasked Estep 
Score: -979402.375000 Penalty: 2912.652344
	Iteration 15Q: 3 clusters Score -979402.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 5704 members 
Entering Unmasked Estep 
Score: -979410.312500 Penalty: 2912.652344
	Iteration 16Q: 3 clusters Score -979410.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 5720 members 
Entering Unmasked Estep 
Score: -979413.625000 Penalty: 2912.652344
	Iteration 17Q: 3 clusters Score -979413.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 5735 members 
Entering Unmasked Estep 
Score: -979414.812500 Penalty: 2912.652344
	Iteration 18Q: 3 clusters Score -979414.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 5750 members 
Entering Unmasked Estep 
Score: -979416.250000 Penalty: 2912.652344
	Iteration 19Q: 3 clusters Score -979416.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 5768 members 
Entering Unmasked Estep 
Score: -979419.812500 Penalty: 2912.652344
	Iteration 20F: 3 clusters Score -979419.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 5786 members 
Entering Unmasked Estep 
Score: -979422.312500 Penalty: 2912.652344
	Iteration 21Q: 3 clusters Score -979422.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 5794 members 
Entering Unmasked Estep 
Score: -979423.437500 Penalty: 2912.652344
	Iteration 22Q: 3 clusters Score -979423.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 5801 members 
Entering Unmasked Estep 
Score: -979424.937500 Penalty: 2912.652344
	Iteration 23Q: 3 clusters Score -979424.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 5805 members 
Entering Unmasked Estep 
Score: -979427.562500 Penalty: 2912.652344
	Iteration 24Q: 3 clusters Score -979427.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 5807 members 
Entering Unmasked Estep 
Score: -979426.000000 Penalty: 2912.652344
	Iteration 25Q: 3 clusters Score -979426 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 5810 members 
Entering Unmasked Estep 
Score: -979427.312500 Penalty: 2912.652344
	Iteration 26Q: 3 clusters Score -979427.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 5812 members 
Entering Unmasked Estep 
Score: -979428.687500 Penalty: 2912.652344
	Iteration 27Q: 3 clusters Score -979428.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 5812 members 
Entering Unmasked Estep 
Score: -979428.687500 Penalty: 2912.652344
	Iteration 28F: 3 clusters Score -979428.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (22787 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22787 members 
Entering Unmasked Estep 
Score: -2825457.250000 Penalty: 1630.516113
	Iteration 0F: 2 clusters Score -2825457 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11400 members 
Mstep: Class 2 contains 11387 members 
Entering Unmasked Estep 
Score: -2810016.250000 Penalty: 3261.032227
	Iteration 0F: 3 clusters Score -2810016 nChanged 10405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11991 members 
Mstep: Class 2 contains 10796 members 
Entering Unmasked Estep 
Score: -2816070.750000 Penalty: 3261.032227
	Iteration 1F: 3 clusters Score -2816071 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12570 members 
Mstep: Class 2 contains 10217 members 
Entering Unmasked Estep 
Score: -2817162.750000 Penalty: 3261.032227
	Iteration 2F: 3 clusters Score -2817163 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13391 members 
Mstep: Class 2 contains 9396 members 
Entering Unmasked Estep 
Score: -2818721.250000 Penalty: 3261.032227
	Iteration 3F: 3 clusters Score -2818721 nChanged 1976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14241 members 
Mstep: Class 2 contains 8546 members 
Entering Unmasked Estep 
Score: -2820505.750000 Penalty: 3261.032227
	Iteration 4F: 3 clusters Score -2820506 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14888 members 
Mstep: Class 2 contains 7899 members 
Entering Unmasked Estep 
Score: -2822093.250000 Penalty: 3261.032227
	Iteration 5F: 3 clusters Score -2822093 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15433 members 
Mstep: Class 2 contains 7354 members 
Entering Unmasked Estep 
Score: -2823033.000000 Penalty: 3261.032227
	Iteration 6F: 3 clusters Score -2823033 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15838 members 
Mstep: Class 2 contains 6949 members 
Entering Unmasked Estep 
Score: -2823492.750000 Penalty: 3261.032227
	Iteration 7Q: 3 clusters Score -2823493 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16107 members 
Mstep: Class 2 contains 6680 members 
Entering Unmasked Estep 
Score: -2823709.750000 Penalty: 3261.032227
	Iteration 8Q: 3 clusters Score -2823710 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16305 members 
Mstep: Class 2 contains 6482 members 
Entering Unmasked Estep 
Score: -2823807.500000 Penalty: 3261.032227
	Iteration 9Q: 3 clusters Score -2823808 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16492 members 
Mstep: Class 2 contains 6295 members 
Entering Unmasked Estep 
Score: -2823865.000000 Penalty: 3261.032227
	Iteration 10Q: 3 clusters Score -2823865 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16659 members 
Mstep: Class 2 contains 6128 members 
Entering Unmasked Estep 
Score: -2823907.250000 Penalty: 3261.032227
	Iteration 11Q: 3 clusters Score -2823907 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16809 members 
Mstep: Class 2 contains 5978 members 
Entering Unmasked Estep 
Score: -2823942.000000 Penalty: 3261.032227
	Iteration 12Q: 3 clusters Score -2823942 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16962 members 
Mstep: Class 2 contains 5825 members 
Entering Unmasked Estep 
Score: -2823965.500000 Penalty: 3261.032227
	Iteration 13Q: 3 clusters Score -2823966 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17117 members 
Mstep: Class 2 contains 5670 members 
Entering Unmasked Estep 
Score: -2823987.500000 Penalty: 3261.032227
	Iteration 14Q: 3 clusters Score -2823988 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17249 members 
Mstep: Class 2 contains 5538 members 
Entering Unmasked Estep 
Score: -2824010.500000 Penalty: 3261.032227
	Iteration 15Q: 3 clusters Score -2824010 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17399 members 
Mstep: Class 2 contains 5388 members 
Entering Unmasked Estep 
Score: -2824031.000000 Penalty: 3261.032227
	Iteration 16Q: 3 clusters Score -2824031 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17535 members 
Mstep: Class 2 contains 5252 members 
Entering Unmasked Estep 
Score: -2824055.750000 Penalty: 3261.032227
	Iteration 17Q: 3 clusters Score -2824056 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17666 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -2824070.250000 Penalty: 3261.032227
	Iteration 18Q: 3 clusters Score -2824070 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17795 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -2824082.000000 Penalty: 3261.032227
	Iteration 19Q: 3 clusters Score -2824082 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17936 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -2824117.000000 Penalty: 3261.032227
	Iteration 20F: 3 clusters Score -2824117 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18076 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -2824149.750000 Penalty: 3261.032227
	Iteration 21Q: 3 clusters Score -2824150 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18235 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -2824188.250000 Penalty: 3261.032227
	Iteration 22Q: 3 clusters Score -2824188 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18407 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -2824212.750000 Penalty: 3261.032227
	Iteration 23Q: 3 clusters Score -2824213 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18544 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -2824233.000000 Penalty: 3261.032227
	Iteration 24Q: 3 clusters Score -2824233 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18685 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -2824264.000000 Penalty: 3261.032227
	Iteration 25Q: 3 clusters Score -2824264 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18810 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -2824288.000000 Penalty: 3261.032227
	Iteration 26Q: 3 clusters Score -2824288 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18937 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -2824314.000000 Penalty: 3261.032227
	Iteration 27Q: 3 clusters Score -2824314 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19071 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -2824338.500000 Penalty: 3261.032227
	Iteration 28Q: 3 clusters Score -2824338 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19198 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -2824360.000000 Penalty: 3261.032227
	Iteration 29Q: 3 clusters Score -2824360 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19311 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -2824387.500000 Penalty: 3261.032227
	Iteration 30Q: 3 clusters Score -2824388 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19425 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -2824410.250000 Penalty: 3261.032227
	Iteration 31Q: 3 clusters Score -2824410 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19520 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -2824429.250000 Penalty: 3261.032227
	Iteration 32Q: 3 clusters Score -2824429 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19609 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -2824440.750000 Penalty: 3261.032227
	Iteration 33Q: 3 clusters Score -2824441 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19688 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -2824464.000000 Penalty: 3261.032227
	Iteration 34Q: 3 clusters Score -2824464 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19773 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -2824484.000000 Penalty: 3261.032227
	Iteration 35Q: 3 clusters Score -2824484 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19873 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -2824499.250000 Penalty: 3261.032227
	Iteration 36Q: 3 clusters Score -2824499 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19967 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -2824513.500000 Penalty: 3261.032227
	Iteration 37Q: 3 clusters Score -2824514 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20059 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -2824534.500000 Penalty: 3261.032227
	Iteration 38Q: 3 clusters Score -2824534 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20133 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -2824550.500000 Penalty: 3261.032227
	Iteration 39Q: 3 clusters Score -2824550 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20183 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -2824569.750000 Penalty: 3261.032227
	Iteration 40F: 3 clusters Score -2824570 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20238 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -2824575.000000 Penalty: 3261.032227
	Iteration 41Q: 3 clusters Score -2824575 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20289 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -2824584.500000 Penalty: 3261.032227
	Iteration 42Q: 3 clusters Score -2824584 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20335 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -2824594.750000 Penalty: 3261.032227
	Iteration 43Q: 3 clusters Score -2824595 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20377 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -2824599.250000 Penalty: 3261.032227
	Iteration 44Q: 3 clusters Score -2824599 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20414 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -2824603.500000 Penalty: 3261.032227
	Iteration 45Q: 3 clusters Score -2824604 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20444 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -2824609.500000 Penalty: 3261.032227
	Iteration 46Q: 3 clusters Score -2824610 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20467 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -2824610.250000 Penalty: 3261.032227
	Iteration 47Q: 3 clusters Score -2824610 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20496 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -2824615.750000 Penalty: 3261.032227
	Iteration 48Q: 3 clusters Score -2824616 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20514 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -2824618.500000 Penalty: 3261.032227
	Iteration 49Q: 3 clusters Score -2824618 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20533 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -2824618.750000 Penalty: 3261.032227
	Iteration 50Q: 3 clusters Score -2824619 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20550 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -2824625.000000 Penalty: 3261.032227
	Iteration 51Q: 3 clusters Score -2824625 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20567 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -2824619.500000 Penalty: 3261.032227
	Iteration 52Q: 3 clusters Score -2824620 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20579 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -2824623.000000 Penalty: 3261.032227
	Iteration 53Q: 3 clusters Score -2824623 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20589 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -2824621.500000 Penalty: 3261.032227
	Iteration 54Q: 3 clusters Score -2824622 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20595 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -2824627.250000 Penalty: 3261.032227
	Iteration 55Q: 3 clusters Score -2824627 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20604 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -2824625.500000 Penalty: 3261.032227
	Iteration 56Q: 3 clusters Score -2824626 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20617 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -2824624.250000 Penalty: 3261.032227
	Iteration 57Q: 3 clusters Score -2824624 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20630 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -2824622.750000 Penalty: 3261.032227
	Iteration 58Q: 3 clusters Score -2824623 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20641 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -2824631.500000 Penalty: 3261.032227
	Iteration 59Q: 3 clusters Score -2824632 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20646 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -2824636.250000 Penalty: 3261.032227
	Iteration 60F: 3 clusters Score -2824636 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20653 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -2824630.750000 Penalty: 3261.032227
	Iteration 61Q: 3 clusters Score -2824631 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20661 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -2824637.750000 Penalty: 3261.032227
	Iteration 62Q: 3 clusters Score -2824638 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20679 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -2824645.250000 Penalty: 3261.032227
	Iteration 63Q: 3 clusters Score -2824645 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20695 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -2824646.750000 Penalty: 3261.032227
	Iteration 64Q: 3 clusters Score -2824647 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20718 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -2824653.750000 Penalty: 3261.032227
	Iteration 65Q: 3 clusters Score -2824654 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20737 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -2824656.500000 Penalty: 3261.032227
	Iteration 66Q: 3 clusters Score -2824656 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20742 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -2824658.000000 Penalty: 3261.032227
	Iteration 67Q: 3 clusters Score -2824658 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20748 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -2824664.000000 Penalty: 3261.032227
	Iteration 68Q: 3 clusters Score -2824664 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20757 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -2824664.250000 Penalty: 3261.032227
	Iteration 69Q: 3 clusters Score -2824664 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20759 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -2824664.000000 Penalty: 3261.032227
	Iteration 70Q: 3 clusters Score -2824664 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20761 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -2824666.250000 Penalty: 3261.032227
	Iteration 71Q: 3 clusters Score -2824666 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20762 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -2824668.250000 Penalty: 3261.032227
	Iteration 72Q: 3 clusters Score -2824668 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20764 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -2824669.750000 Penalty: 3261.032227
	Iteration 73Q: 3 clusters Score -2824670 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20763 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -2824671.250000 Penalty: 3261.032227
	Iteration 74Q: 3 clusters Score -2824671 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20763 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -2824671.250000 Penalty: 3261.032227
	Iteration 75F: 3 clusters Score -2824671 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (20160 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20160 members 
Entering Unmasked Estep 
Score: -2533607.750000 Penalty: 1610.611572
	Iteration 0F: 2 clusters Score -2533608 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10146 members 
Mstep: Class 2 contains 10014 members 
Entering Unmasked Estep 
Score: -2519767.750000 Penalty: 3221.223145
	Iteration 0F: 3 clusters Score -2519768 nChanged 9039
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10305 members 
Mstep: Class 2 contains 9855 members 
Entering Unmasked Estep 
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	Iteration 1F: 3 clusters Score -2524683 nChanged 1073
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10332 members 
Mstep: Class 2 contains 9828 members 
Entering Unmasked Estep 
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	Iteration 2F: 3 clusters Score -2525168 nChanged 1117
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10303 members 
Mstep: Class 2 contains 9857 members 
Entering Unmasked Estep 
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	Iteration 3F: 3 clusters Score -2525755 nChanged 1187
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Mstep: Class 1 contains 10210 members 
Mstep: Class 2 contains 9950 members 
Entering Unmasked Estep 
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	Iteration 4F: 3 clusters Score -2526488 nChanged 1257
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10067 members 
Mstep: Class 2 contains 10093 members 
Entering Unmasked Estep 
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	Iteration 5F: 3 clusters Score -2527405 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9931 members 
Mstep: Class 2 contains 10229 members 
Entering Unmasked Estep 
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	Iteration 6F: 3 clusters Score -2528239 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9767 members 
Mstep: Class 2 contains 10393 members 
Entering Unmasked Estep 
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	Iteration 7F: 3 clusters Score -2528929 nChanged 1040
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9577 members 
Mstep: Class 2 contains 10583 members 
Entering Unmasked Estep 
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	Iteration 8F: 3 clusters Score -2529448 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9406 members 
Mstep: Class 2 contains 10754 members 
Entering Unmasked Estep 
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	Iteration 9Q: 3 clusters Score -2529833 nChanged 656
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9242 members 
Mstep: Class 2 contains 10918 members 
Entering Unmasked Estep 
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	Iteration 10Q: 3 clusters Score -2530079 nChanged 523
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9085 members 
Mstep: Class 2 contains 11075 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -2530267 nChanged 434
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Mstep: Class 1 contains 8901 members 
Mstep: Class 2 contains 11259 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -2530426 nChanged 416
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Mstep: Class 1 contains 8707 members 
Mstep: Class 2 contains 11453 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -2530589 nChanged 365
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8508 members 
Mstep: Class 2 contains 11652 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -2530724 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8276 members 
Mstep: Class 2 contains 11884 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -2530872 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8039 members 
Mstep: Class 2 contains 12121 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -2530997 nChanged 311
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7790 members 
Mstep: Class 2 contains 12370 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -2531123 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7525 members 
Mstep: Class 2 contains 12635 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -2531228 nChanged 311
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7252 members 
Mstep: Class 2 contains 12908 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -2531342 nChanged 261
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7015 members 
Mstep: Class 2 contains 13145 members 
Entering Unmasked Estep 
Score: -2531419.500000 Penalty: 3221.223145
	Iteration 20F: 3 clusters Score -2531420 nChanged 233
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6790 members 
Mstep: Class 2 contains 13370 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -2531502 nChanged 231
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6561 members 
Mstep: Class 2 contains 13599 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -2531582 nChanged 225
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6340 members 
Mstep: Class 2 contains 13820 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -2531651 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6115 members 
Mstep: Class 2 contains 14045 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -2531732 nChanged 213
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5906 members 
Mstep: Class 2 contains 14254 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -2531797 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5715 members 
Mstep: Class 2 contains 14445 members 
Entering Unmasked Estep 
Score: -2531859.750000 Penalty: 3221.223145
	Iteration 26Q: 3 clusters Score -2531860 nChanged 178
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5539 members 
Mstep: Class 2 contains 14621 members 
Entering Unmasked Estep 
Score: -2531914.000000 Penalty: 3221.223145
	Iteration 27Q: 3 clusters Score -2531914 nChanged 173
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 14794 members 
Entering Unmasked Estep 
Score: -2531942.250000 Penalty: 3221.223145
	Iteration 28Q: 3 clusters Score -2531942 nChanged 160
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5206 members 
Mstep: Class 2 contains 14954 members 
Entering Unmasked Estep 
Score: -2531984.750000 Penalty: 3221.223145
	Iteration 29Q: 3 clusters Score -2531985 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 15101 members 
Entering Unmasked Estep 
Score: -2532006.500000 Penalty: 3221.223145
	Iteration 30Q: 3 clusters Score -2532006 nChanged 136
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Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 15235 members 
Entering Unmasked Estep 
Score: -2532031.250000 Penalty: 3221.223145
	Iteration 31Q: 3 clusters Score -2532031 nChanged 133
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Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 15368 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -2532059 nChanged 121
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Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 15489 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -2532087 nChanged 115
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Mstep: Class 1 contains 4560 members 
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	Iteration 34Q: 3 clusters Score -2532112 nChanged 117
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Mstep: Class 1 contains 4445 members 
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Entering Unmasked Estep 
Score: -2532139.750000 Penalty: 3221.223145
	Iteration 35Q: 3 clusters Score -2532140 nChanged 126
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 15841 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -2532171 nChanged 122
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Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 15963 members 
Entering Unmasked Estep 
Score: -2532195.750000 Penalty: 3221.223145
	Iteration 37Q: 3 clusters Score -2532196 nChanged 117
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4080 members 
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Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -2532218 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 16192 members 
Entering Unmasked Estep 
Score: -2532238.500000 Penalty: 3221.223145
	Iteration 39Q: 3 clusters Score -2532238 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 16309 members 
Entering Unmasked Estep 
Score: -2532273.500000 Penalty: 3221.223145
	Iteration 40F: 3 clusters Score -2532274 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 16419 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -2532298 nChanged 90
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 16509 members 
Entering Unmasked Estep 
Score: -2532331.000000 Penalty: 3221.223145
	Iteration 42Q: 3 clusters Score -2532331 nChanged 98
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 16605 members 
Entering Unmasked Estep 
Score: -2532350.250000 Penalty: 3221.223145
	Iteration 43Q: 3 clusters Score -2532350 nChanged 78
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 16683 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -2532366 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 16763 members 
Entering Unmasked Estep 
Score: -2532384.500000 Penalty: 3221.223145
	Iteration 45Q: 3 clusters Score -2532384 nChanged 78
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 16839 members 
Entering Unmasked Estep 
Score: -2532406.750000 Penalty: 3221.223145
	Iteration 46Q: 3 clusters Score -2532407 nChanged 78
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 16917 members 
Entering Unmasked Estep 
Score: -2532417.000000 Penalty: 3221.223145
	Iteration 47Q: 3 clusters Score -2532417 nChanged 72
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Mstep: Class 1 contains 3177 members 
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Entering Unmasked Estep 
Score: -2532436.500000 Penalty: 3221.223145
	Iteration 48Q: 3 clusters Score -2532436 nChanged 59
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 17040 members 
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Score: -2532453.500000 Penalty: 3221.223145
	Iteration 49Q: 3 clusters Score -2532454 nChanged 51
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Mstep: Class 1 contains 3073 members 
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Score: -2532459.000000 Penalty: 3221.223145
	Iteration 50Q: 3 clusters Score -2532459 nChanged 40
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Mstep: Class 1 contains 3035 members 
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Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -2532464 nChanged 34
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Mstep: Class 1 contains 3001 members 
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Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -2532469 nChanged 28
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Mstep: Class 1 contains 2973 members 
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	Iteration 53Q: 3 clusters Score -2532469 nChanged 24
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Mstep: Class 1 contains 2949 members 
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Entering Unmasked Estep 
Score: -2532481.250000 Penalty: 3221.223145
	Iteration 54Q: 3 clusters Score -2532481 nChanged 33
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Entering Unmasked Estep 
Score: -2532491.250000 Penalty: 3221.223145
	Iteration 55Q: 3 clusters Score -2532491 nChanged 31
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Mstep: Class 1 contains 2885 members 
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Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -2532490 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2864 members 
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Score: -2532489.250000 Penalty: 3221.223145
	Iteration 57Q: 3 clusters Score -2532489 nChanged 24
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	Iteration 58Q: 3 clusters Score -2532496 nChanged 22
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Mstep: Class 1 contains 2818 members 
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	Iteration 59Q: 3 clusters Score -2532496 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2792 members 
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Entering Unmasked Estep 
Score: -2532502.250000 Penalty: 3221.223145
	Iteration 60F: 3 clusters Score -2532502 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 17399 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -2532508 nChanged 38
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 17437 members 
Entering Unmasked Estep 
Score: -2532509.500000 Penalty: 3221.223145
	Iteration 62Q: 3 clusters Score -2532510 nChanged 31
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 17468 members 
Entering Unmasked Estep 
Score: -2532518.500000 Penalty: 3221.223145
	Iteration 63Q: 3 clusters Score -2532518 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2669 members 
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Entering Unmasked Estep 
Score: -2532523.000000 Penalty: 3221.223145
	Iteration 64Q: 3 clusters Score -2532523 nChanged 27
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Mstep: Class 1 contains 2644 members 
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Entering Unmasked Estep 
Score: -2532525.500000 Penalty: 3221.223145
	Iteration 65Q: 3 clusters Score -2532526 nChanged 35
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Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 17551 members 
Entering Unmasked Estep 
Score: -2532528.750000 Penalty: 3221.223145
	Iteration 66Q: 3 clusters Score -2532529 nChanged 40
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Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 17589 members 
Entering Unmasked Estep 
Score: -2532544.250000 Penalty: 3221.223145
	Iteration 67Q: 3 clusters Score -2532544 nChanged 39
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 17628 members 
Entering Unmasked Estep 
Score: -2532548.750000 Penalty: 3221.223145
	Iteration 68Q: 3 clusters Score -2532549 nChanged 30
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Mstep: Class 1 contains 2502 members 
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Entering Unmasked Estep 
Score: -2532556.500000 Penalty: 3221.223145
	Iteration 69Q: 3 clusters Score -2532556 nChanged 41
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Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 17699 members 
Entering Unmasked Estep 
Score: -2532561.750000 Penalty: 3221.223145
	Iteration 70Q: 3 clusters Score -2532562 nChanged 39
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Mstep: Class 1 contains 2422 members 
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Entering Unmasked Estep 
Score: -2532572.000000 Penalty: 3221.223145
	Iteration 71Q: 3 clusters Score -2532572 nChanged 27
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Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 17765 members 
Entering Unmasked Estep 
Score: -2532582.000000 Penalty: 3221.223145
	Iteration 72Q: 3 clusters Score -2532582 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2373 members 
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Entering Unmasked Estep 
Score: -2532578.250000 Penalty: 3221.223145
	Iteration 73Q: 3 clusters Score -2532578 nChanged 23
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Mstep: Class 1 contains 2350 members 
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Score: -2532581.000000 Penalty: 3221.223145
	Iteration 74Q: 3 clusters Score -2532581 nChanged 13
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Mstep: Class 1 contains 2337 members 
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	Iteration 75Q: 3 clusters Score -2532583 nChanged 12
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	Iteration 76Q: 3 clusters Score -2532587 nChanged 7
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	Iteration 77Q: 3 clusters Score -2532584 nChanged 11
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Mstep: Class 1 contains 2307 members 
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	Iteration 78Q: 3 clusters Score -2532589 nChanged 10
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Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -2532589 nChanged 8
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	Iteration 80F: 3 clusters Score -2532588 nChanged 7
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Entering Unmasked Estep 
Score: -2532593.000000 Penalty: 3221.223145
	Iteration 81Q: 3 clusters Score -2532593 nChanged 9
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Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 17885 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -2532594 nChanged 12
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Mstep: Class 1 contains 2265 members 
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Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -2532602 nChanged 14
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Mstep: Class 1 contains 2253 members 
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Entering Unmasked Estep 
Score: -2532604.250000 Penalty: 3221.223145
	Iteration 84Q: 3 clusters Score -2532604 nChanged 7
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Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 17914 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -2532606 nChanged 8
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Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 17922 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -2532608 nChanged 5
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Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 17925 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -2532604 nChanged 4
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Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 17929 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -2532603 nChanged 4
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Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -2532606 nChanged 2
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Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -2532606 nChanged 2
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Mstep: Class 1 contains 2225 members 
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Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -2532605 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2224 members 
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Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -2532606 nChanged 4
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Mstep: Class 1 contains 2220 members 
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Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -2532608 nChanged 2
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 17942 members 
Entering Unmasked Estep 
Score: -2532609.500000 Penalty: 3221.223145
	Iteration 94Q: 3 clusters Score -2532610 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 17944 members 
Entering Unmasked Estep 
Score: -2532607.250000 Penalty: 3221.223145
	Iteration 95Q: 3 clusters Score -2532607 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 17949 members 
Entering Unmasked Estep 
Score: -2532610.500000 Penalty: 3221.223145
	Iteration 96Q: 3 clusters Score -2532610 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 17956 members 
Entering Unmasked Estep 
Score: -2532612.500000 Penalty: 3221.223145
	Iteration 97Q: 3 clusters Score -2532612 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 17957 members 
Entering Unmasked Estep 
Score: -2532612.250000 Penalty: 3221.223145
	Iteration 98Q: 3 clusters Score -2532612 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 17959 members 
Entering Unmasked Estep 
Score: -2532614.250000 Penalty: 3221.223145
	Iteration 99Q: 3 clusters Score -2532614 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 17961 members 
Entering Unmasked Estep 
Score: -2532611.000000 Penalty: 3221.223145
	Iteration 100F: 3 clusters Score -2532611 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 17963 members 
Entering Unmasked Estep 
Score: -2532612.750000 Penalty: 3221.223145
	Iteration 101Q: 3 clusters Score -2532613 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 17963 members 
Entering Unmasked Estep 
Score: -2532612.750000 Penalty: 3221.223145
	Iteration 102F: 3 clusters Score -2532613 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (11716 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11716 members 
Entering Unmasked Estep 
Score: -1365797.750000 Penalty: 1522.415405
	Iteration 0F: 2 clusters Score -1365798 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5842 members 
Mstep: Class 2 contains 5874 members 
Entering Unmasked Estep 
Score: -1357642.500000 Penalty: 3044.830811
	Iteration 0F: 3 clusters Score -1357642 nChanged 5146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6014 members 
Mstep: Class 2 contains 5702 members 
Entering Unmasked Estep 
Score: -1361312.125000 Penalty: 3044.830811
	Iteration 1F: 3 clusters Score -1361312 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6182 members 
Mstep: Class 2 contains 5534 members 
Entering Unmasked Estep 
Score: -1362320.250000 Penalty: 3044.830811
	Iteration 2F: 3 clusters Score -1362320 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6379 members 
Mstep: Class 2 contains 5337 members 
Entering Unmasked Estep 
Score: -1363301.625000 Penalty: 3044.830811
	Iteration 3F: 3 clusters Score -1363302 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6532 members 
Mstep: Class 2 contains 5184 members 
Entering Unmasked Estep 
Score: -1364198.500000 Penalty: 3044.830811
	Iteration 4F: 3 clusters Score -1364198 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6533 members 
Mstep: Class 2 contains 5183 members 
Entering Unmasked Estep 
Score: -1364790.250000 Penalty: 3044.830811
	Iteration 5F: 3 clusters Score -1364790 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6434 members 
Mstep: Class 2 contains 5282 members 
Entering Unmasked Estep 
Score: -1365152.875000 Penalty: 3044.830811
	Iteration 6Q: 3 clusters Score -1365153 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6311 members 
Mstep: Class 2 contains 5405 members 
Entering Unmasked Estep 
Score: -1365370.750000 Penalty: 3044.830811
	Iteration 7Q: 3 clusters Score -1365371 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6205 members 
Mstep: Class 2 contains 5511 members 
Entering Unmasked Estep 
Score: -1365496.250000 Penalty: 3044.830811
	Iteration 8Q: 3 clusters Score -1365496 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6091 members 
Mstep: Class 2 contains 5625 members 
Entering Unmasked Estep 
Score: -1365585.375000 Penalty: 3044.830811
	Iteration 9Q: 3 clusters Score -1365585 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5991 members 
Mstep: Class 2 contains 5725 members 
Entering Unmasked Estep 
Score: -1365643.750000 Penalty: 3044.830811
	Iteration 10Q: 3 clusters Score -1365644 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5869 members 
Mstep: Class 2 contains 5847 members 
Entering Unmasked Estep 
Score: -1365697.250000 Penalty: 3044.830811
	Iteration 11Q: 3 clusters Score -1365697 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5769 members 
Mstep: Class 2 contains 5947 members 
Entering Unmasked Estep 
Score: -1365746.125000 Penalty: 3044.830811
	Iteration 12Q: 3 clusters Score -1365746 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5669 members 
Mstep: Class 2 contains 6047 members 
Entering Unmasked Estep 
Score: -1365792.000000 Penalty: 3044.830811
	Iteration 13Q: 3 clusters Score -1365792 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5552 members 
Mstep: Class 2 contains 6164 members 
Entering Unmasked Estep 
Score: -1365842.750000 Penalty: 3044.830811
	Iteration 14Q: 3 clusters Score -1365843 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 6258 members 
Entering Unmasked Estep 
Score: -1365893.125000 Penalty: 3044.830811
	Iteration 15Q: 3 clusters Score -1365893 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 6363 members 
Entering Unmasked Estep 
Score: -1365952.750000 Penalty: 3044.830811
	Iteration 16Q: 3 clusters Score -1365953 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 6473 members 
Entering Unmasked Estep 
Score: -1366029.000000 Penalty: 3044.830811
	Iteration 17Q: 3 clusters Score -1366029 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 6583 members 
Entering Unmasked Estep 
Score: -1366087.250000 Penalty: 3044.830811
	Iteration 18Q: 3 clusters Score -1366087 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5013 members 
Mstep: Class 2 contains 6703 members 
Entering Unmasked Estep 
Score: -1366148.875000 Penalty: 3044.830811
	Iteration 19Q: 3 clusters Score -1366149 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 6821 members 
Entering Unmasked Estep 
Score: -1366203.375000 Penalty: 3044.830811
	Iteration 20F: 3 clusters Score -1366203 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 6903 members 
Entering Unmasked Estep 
Score: -1366232.000000 Penalty: 3044.830811
	Iteration 21Q: 3 clusters Score -1366232 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 6986 members 
Entering Unmasked Estep 
Score: -1366261.500000 Penalty: 3044.830811
	Iteration 22Q: 3 clusters Score -1366262 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 7045 members 
Entering Unmasked Estep 
Score: -1366272.875000 Penalty: 3044.830811
	Iteration 23Q: 3 clusters Score -1366273 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 7093 members 
Entering Unmasked Estep 
Score: -1366287.750000 Penalty: 3044.830811
	Iteration 24Q: 3 clusters Score -1366288 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 7144 members 
Entering Unmasked Estep 
Score: -1366305.375000 Penalty: 3044.830811
	Iteration 25Q: 3 clusters Score -1366305 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 7188 members 
Entering Unmasked Estep 
Score: -1366313.125000 Penalty: 3044.830811
	Iteration 26Q: 3 clusters Score -1366313 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 7218 members 
Entering Unmasked Estep 
Score: -1366320.750000 Penalty: 3044.830811
	Iteration 27Q: 3 clusters Score -1366321 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 7256 members 
Entering Unmasked Estep 
Score: -1366331.000000 Penalty: 3044.830811
	Iteration 28Q: 3 clusters Score -1366331 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 7293 members 
Entering Unmasked Estep 
Score: -1366344.250000 Penalty: 3044.830811
	Iteration 29Q: 3 clusters Score -1366344 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 7328 members 
Entering Unmasked Estep 
Score: -1366347.625000 Penalty: 3044.830811
	Iteration 30Q: 3 clusters Score -1366348 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 7358 members 
Entering Unmasked Estep 
Score: -1366350.875000 Penalty: 3044.830811
	Iteration 31Q: 3 clusters Score -1366351 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 7394 members 
Entering Unmasked Estep 
Score: -1366357.750000 Penalty: 3044.830811
	Iteration 32Q: 3 clusters Score -1366358 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 7428 members 
Entering Unmasked Estep 
Score: -1366367.000000 Penalty: 3044.830811
	Iteration 33Q: 3 clusters Score -1366367 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 7464 members 
Entering Unmasked Estep 
Score: -1366369.500000 Penalty: 3044.830811
	Iteration 34Q: 3 clusters Score -1366370 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 7491 members 
Entering Unmasked Estep 
Score: -1366376.875000 Penalty: 3044.830811
	Iteration 35Q: 3 clusters Score -1366377 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 7513 members 
Entering Unmasked Estep 
Score: -1366383.250000 Penalty: 3044.830811
	Iteration 36Q: 3 clusters Score -1366383 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 7536 members 
Entering Unmasked Estep 
Score: -1366383.250000 Penalty: 3044.830811
	Iteration 37Q: 3 clusters Score -1366383 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 7555 members 
Entering Unmasked Estep 
Score: -1366383.875000 Penalty: 3044.830811
	Iteration 38Q: 3 clusters Score -1366384 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 7570 members 
Entering Unmasked Estep 
Score: -1366387.750000 Penalty: 3044.830811
	Iteration 39Q: 3 clusters Score -1366388 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 7583 members 
Entering Unmasked Estep 
Score: -1366390.625000 Penalty: 3044.830811
	Iteration 40F: 3 clusters Score -1366391 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 7598 members 
Entering Unmasked Estep 
Score: -1366392.375000 Penalty: 3044.830811
	Iteration 41Q: 3 clusters Score -1366392 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 7613 members 
Entering Unmasked Estep 
Score: -1366393.250000 Penalty: 3044.830811
	Iteration 42Q: 3 clusters Score -1366393 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 7627 members 
Entering Unmasked Estep 
Score: -1366395.750000 Penalty: 3044.830811
	Iteration 43Q: 3 clusters Score -1366396 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 7649 members 
Entering Unmasked Estep 
Score: -1366403.750000 Penalty: 3044.830811
	Iteration 44Q: 3 clusters Score -1366404 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 7671 members 
Entering Unmasked Estep 
Score: -1366405.875000 Penalty: 3044.830811
	Iteration 45Q: 3 clusters Score -1366406 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 7690 members 
Entering Unmasked Estep 
Score: -1366409.375000 Penalty: 3044.830811
	Iteration 46Q: 3 clusters Score -1366409 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 7713 members 
Entering Unmasked Estep 
Score: -1366417.875000 Penalty: 3044.830811
	Iteration 47Q: 3 clusters Score -1366418 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 7731 members 
Entering Unmasked Estep 
Score: -1366418.375000 Penalty: 3044.830811
	Iteration 48Q: 3 clusters Score -1366418 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 7746 members 
Entering Unmasked Estep 
Score: -1366419.250000 Penalty: 3044.830811
	Iteration 49Q: 3 clusters Score -1366419 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 7756 members 
Entering Unmasked Estep 
Score: -1366420.625000 Penalty: 3044.830811
	Iteration 50Q: 3 clusters Score -1366421 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 7762 members 
Entering Unmasked Estep 
Score: -1366421.875000 Penalty: 3044.830811
	Iteration 51Q: 3 clusters Score -1366422 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 7765 members 
Entering Unmasked Estep 
Score: -1366422.625000 Penalty: 3044.830811
	Iteration 52Q: 3 clusters Score -1366423 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 7770 members 
Entering Unmasked Estep 
Score: -1366422.750000 Penalty: 3044.830811
	Iteration 53Q: 3 clusters Score -1366423 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 7776 members 
Entering Unmasked Estep 
Score: -1366422.250000 Penalty: 3044.830811
	Iteration 54Q: 3 clusters Score -1366422 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 7780 members 
Entering Unmasked Estep 
Score: -1366422.500000 Penalty: 3044.830811
	Iteration 55Q: 3 clusters Score -1366422 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 7784 members 
Entering Unmasked Estep 
Score: -1366424.250000 Penalty: 3044.830811
	Iteration 56Q: 3 clusters Score -1366424 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 7786 members 
Entering Unmasked Estep 
Score: -1366427.750000 Penalty: 3044.830811
	Iteration 57Q: 3 clusters Score -1366428 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 7788 members 
Entering Unmasked Estep 
Score: -1366424.875000 Penalty: 3044.830811
	Iteration 58Q: 3 clusters Score -1366425 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 7788 members 
Entering Unmasked Estep 
Score: -1366424.875000 Penalty: 3044.830811
	Iteration 59F: 3 clusters Score -1366425 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 8313 members 
Mstep: Class 3 contains 106848 members 
Mstep: Class 4 contains 9436 members 
Mstep: Class 5 contains 1731 members 
Mstep: Class 6 contains 38925 members 
Mstep: Class 7 contains 27874 members 
Mstep: Class 8 contains 7801 members 
Mstep: Class 9 contains 22787 members 
Mstep: Class 10 contains 20160 members 
Mstep: Class 11 contains 3928 members 
Mstep: Class 12 contains 8302 members 
Mstep: Class 13 contains 27542 members 
Mstep: Class 14 contains 81367 members 
Mstep: Class 15 contains 58471 members 
Mstep: Class 16 contains 4147 members 
Mstep: Class 17 contains 11427 members 
Mstep: Class 18 contains 59145 members 
Mstep: Class 19 contains 35178 members 
Mstep: Class 20 contains 17361 members 
Mstep: Class 21 contains 2220 members 
Mstep: Class 22 contains 19390 members 
Mstep: Class 23 contains 179058 members 
Mstep: Class 24 contains 41661 members 
Mstep: Class 25 contains 12292 members 
Mstep: Class 26 contains 6944 members 
Mstep: Class 27 contains 7788 members 
Entering Unmasked Estep 
Score: -100147120.000000 Penalty: 59748.222656
Splitting cluster 11 changes total score from -100130304.000000 to -100147120.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 12 (8302 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8302 members 
Entering Unmasked Estep 
Score: -1010856.500000 Penalty: 1466.440918
	Iteration 0F: 2 clusters Score -1010856 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -1004758.062500 Penalty: 2932.881836
	Iteration 0F: 3 clusters Score -1004758 nChanged 3535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -1007262.562500 Penalty: 2932.881836
	Iteration 1F: 3 clusters Score -1007263 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -1008627.937500 Penalty: 2932.881836
	Iteration 2F: 3 clusters Score -1008628 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -1010184.812500 Penalty: 2932.881836
	Iteration 3F: 3 clusters Score -1010185 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5780 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -1011124.125000 Penalty: 2932.881836
	Iteration 4F: 3 clusters Score -1011124 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5932 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -1011503.937500 Penalty: 2932.881836
	Iteration 5F: 3 clusters Score -1011504 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5974 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -1011697.687500 Penalty: 2932.881836
	Iteration 6Q: 3 clusters Score -1011698 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5977 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -1011812.312500 Penalty: 2932.881836
	Iteration 7Q: 3 clusters Score -1011812 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5997 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -1011905.312500 Penalty: 2932.881836
	Iteration 8Q: 3 clusters Score -1011905 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6005 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -1011966.562500 Penalty: 2932.881836
	Iteration 9Q: 3 clusters Score -1011967 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6027 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -1012005.062500 Penalty: 2932.881836
	Iteration 10Q: 3 clusters Score -1012005 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6047 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -1012027.500000 Penalty: 2932.881836
	Iteration 11Q: 3 clusters Score -1012028 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6057 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -1012043.187500 Penalty: 2932.881836
	Iteration 12Q: 3 clusters Score -1012043 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6059 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -1012055.375000 Penalty: 2932.881836
	Iteration 13Q: 3 clusters Score -1012055 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6070 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -1012068.625000 Penalty: 2932.881836
	Iteration 14Q: 3 clusters Score -1012069 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6075 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -1012075.250000 Penalty: 2932.881836
	Iteration 15Q: 3 clusters Score -1012075 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6087 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -1012081.687500 Penalty: 2932.881836
	Iteration 16Q: 3 clusters Score -1012082 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6103 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -1012088.562500 Penalty: 2932.881836
	Iteration 17Q: 3 clusters Score -1012089 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6122 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -1012097.875000 Penalty: 2932.881836
	Iteration 18Q: 3 clusters Score -1012098 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6137 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -1012105.625000 Penalty: 2932.881836
	Iteration 19Q: 3 clusters Score -1012106 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6157 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -1012110.562500 Penalty: 2932.881836
	Iteration 20F: 3 clusters Score -1012111 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6168 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -1012113.562500 Penalty: 2932.881836
	Iteration 21Q: 3 clusters Score -1012114 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6183 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -1012117.437500 Penalty: 2932.881836
	Iteration 22Q: 3 clusters Score -1012117 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6199 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -1012122.750000 Penalty: 2932.881836
	Iteration 23Q: 3 clusters Score -1012123 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6217 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -1012130.687500 Penalty: 2932.881836
	Iteration 24Q: 3 clusters Score -1012131 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6234 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -1012139.437500 Penalty: 2932.881836
	Iteration 25Q: 3 clusters Score -1012139 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6256 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -1012145.500000 Penalty: 2932.881836
	Iteration 26Q: 3 clusters Score -1012146 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6276 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -1012155.375000 Penalty: 2932.881836
	Iteration 27Q: 3 clusters Score -1012155 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6294 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -1012163.375000 Penalty: 2932.881836
	Iteration 28Q: 3 clusters Score -1012163 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6314 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -1012171.312500 Penalty: 2932.881836
	Iteration 29Q: 3 clusters Score -1012171 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6335 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -1012177.625000 Penalty: 2932.881836
	Iteration 30Q: 3 clusters Score -1012178 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6358 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -1012188.312500 Penalty: 2932.881836
	Iteration 31Q: 3 clusters Score -1012188 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6389 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -1012210.250000 Penalty: 2932.881836
	Iteration 32Q: 3 clusters Score -1012210 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6424 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -1012221.125000 Penalty: 2932.881836
	Iteration 33Q: 3 clusters Score -1012221 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6458 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -1012231.812500 Penalty: 2932.881836
	Iteration 34Q: 3 clusters Score -1012232 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6487 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -1012244.375000 Penalty: 2932.881836
	Iteration 35Q: 3 clusters Score -1012244 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6518 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -1012259.187500 Penalty: 2932.881836
	Iteration 36Q: 3 clusters Score -1012259 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6552 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -1012275.750000 Penalty: 2932.881836
	Iteration 37Q: 3 clusters Score -1012276 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6590 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -1012296.812500 Penalty: 2932.881836
	Iteration 38Q: 3 clusters Score -1012297 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6634 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -1012321.562500 Penalty: 2932.881836
	Iteration 39Q: 3 clusters Score -1012322 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6675 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -1012346.125000 Penalty: 2932.881836
	Iteration 40F: 3 clusters Score -1012346 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6720 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -1012371.937500 Penalty: 2932.881836
	Iteration 41Q: 3 clusters Score -1012372 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6764 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -1012397.562500 Penalty: 2932.881836
	Iteration 42Q: 3 clusters Score -1012398 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6810 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -1012429.437500 Penalty: 2932.881836
	Iteration 43Q: 3 clusters Score -1012429 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6863 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -1012467.375000 Penalty: 2932.881836
	Iteration 44Q: 3 clusters Score -1012467 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6911 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -1012500.375000 Penalty: 2932.881836
	Iteration 45Q: 3 clusters Score -1012500 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6950 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -1012531.375000 Penalty: 2932.881836
	Iteration 46Q: 3 clusters Score -1012531 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6986 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -1012572.625000 Penalty: 2932.881836
	Iteration 47Q: 3 clusters Score -1012573 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7031 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -1012627.500000 Penalty: 2932.881836
	Iteration 48Q: 3 clusters Score -1012628 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7064 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -1012675.125000 Penalty: 2932.881836
	Iteration 49Q: 3 clusters Score -1012675 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7091 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -1012722.187500 Penalty: 2932.881836
	Iteration 50Q: 3 clusters Score -1012722 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7117 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -1012751.375000 Penalty: 2932.881836
	Iteration 51Q: 3 clusters Score -1012751 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7127 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -1012767.687500 Penalty: 2932.881836
	Iteration 52Q: 3 clusters Score -1012768 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7130 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -1012773.750000 Penalty: 2932.881836
	Iteration 53Q: 3 clusters Score -1012774 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7122 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -1012781.937500 Penalty: 2932.881836
	Iteration 54Q: 3 clusters Score -1012782 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7103 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -1012794.812500 Penalty: 2932.881836
	Iteration 55Q: 3 clusters Score -1012795 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7075 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -1012819.937500 Penalty: 2932.881836
	Iteration 56Q: 3 clusters Score -1012820 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7031 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -1012866.375000 Penalty: 2932.881836
	Iteration 57Q: 3 clusters Score -1012866 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6973 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -1012944.125000 Penalty: 2932.881836
	Iteration 58Q: 3 clusters Score -1012944 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6873 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -1013095.500000 Penalty: 2932.881836
	Iteration 59Q: 3 clusters Score -1013096 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6761 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -1013253.312500 Penalty: 2932.881836
	Iteration 60F: 3 clusters Score -1013253 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6661 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -1013345.062500 Penalty: 2932.881836
	Iteration 61Q: 3 clusters Score -1013345 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6596 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -1013392.312500 Penalty: 2932.881836
	Iteration 62Q: 3 clusters Score -1013392 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6539 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -1013425.312500 Penalty: 2932.881836
	Iteration 63Q: 3 clusters Score -1013425 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6490 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -1013449.937500 Penalty: 2932.881836
	Iteration 64Q: 3 clusters Score -1013450 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6451 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -1013461.375000 Penalty: 2932.881836
	Iteration 65Q: 3 clusters Score -1013461 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6427 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -1013469.125000 Penalty: 2932.881836
	Iteration 66Q: 3 clusters Score -1013469 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6417 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -1013475.125000 Penalty: 2932.881836
	Iteration 67Q: 3 clusters Score -1013475 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6410 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -1013477.250000 Penalty: 2932.881836
	Iteration 68Q: 3 clusters Score -1013477 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6409 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -1013477.625000 Penalty: 2932.881836
	Iteration 69Q: 3 clusters Score -1013478 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6406 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -1013477.937500 Penalty: 2932.881836
	Iteration 70Q: 3 clusters Score -1013478 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6404 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -1013478.625000 Penalty: 2932.881836
	Iteration 71Q: 3 clusters Score -1013479 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6403 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -1013478.562500 Penalty: 2932.881836
	Iteration 72Q: 3 clusters Score -1013479 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6403 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -1013478.562500 Penalty: 2932.881836
	Iteration 73F: 3 clusters Score -1013479 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 8313 members 
Mstep: Class 3 contains 106848 members 
Mstep: Class 4 contains 9436 members 
Mstep: Class 5 contains 1731 members 
Mstep: Class 6 contains 38925 members 
Mstep: Class 7 contains 27874 members 
Mstep: Class 8 contains 7801 members 
Mstep: Class 9 contains 22787 members 
Mstep: Class 10 contains 20160 members 
Mstep: Class 11 contains 3928 members 
Mstep: Class 12 contains 6403 members 
Mstep: Class 13 contains 27542 members 
Mstep: Class 14 contains 81367 members 
Mstep: Class 15 contains 58471 members 
Mstep: Class 16 contains 4147 members 
Mstep: Class 17 contains 11427 members 
Mstep: Class 18 contains 59145 members 
Mstep: Class 19 contains 35178 members 
Mstep: Class 20 contains 17361 members 
Mstep: Class 21 contains 2220 members 
Mstep: Class 22 contains 19390 members 
Mstep: Class 23 contains 179058 members 
Mstep: Class 24 contains 41661 members 
Mstep: Class 25 contains 12292 members 
Mstep: Class 26 contains 6944 members 
Mstep: Class 27 contains 7788 members 
Mstep: Class 28 contains 1899 members 
Entering Unmasked Estep 
Score: -100148936.000000 Penalty: 61961.117188
Splitting cluster 12 changes total score from -100130304.000000 to -100148936.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 13 (27542 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27542 members 
Entering Unmasked Estep 
Score: -3184641.750000 Penalty: 1661.313477
	Iteration 0F: 2 clusters Score -3184642 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13733 members 
Mstep: Class 2 contains 13809 members 
Entering Unmasked Estep 
Score: -3166034.750000 Penalty: 3322.626953
	Iteration 0F: 3 clusters Score -3166035 nChanged 12579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13578 members 
Mstep: Class 2 contains 13964 members 
Entering Unmasked Estep 
Score: -3173697.250000 Penalty: 3322.626953
	Iteration 1F: 3 clusters Score -3173697 nChanged 1911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13415 members 
Mstep: Class 2 contains 14127 members 
Entering Unmasked Estep 
Score: -3174826.250000 Penalty: 3322.626953
	Iteration 2F: 3 clusters Score -3174826 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13279 members 
Mstep: Class 2 contains 14263 members 
Entering Unmasked Estep 
Score: -3176073.250000 Penalty: 3322.626953
	Iteration 3F: 3 clusters Score -3176073 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13223 members 
Mstep: Class 2 contains 14319 members 
Entering Unmasked Estep 
Score: -3177436.000000 Penalty: 3322.626953
	Iteration 4F: 3 clusters Score -3177436 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13149 members 
Mstep: Class 2 contains 14393 members 
Entering Unmasked Estep 
Score: -3178928.000000 Penalty: 3322.626953
	Iteration 5F: 3 clusters Score -3178928 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13014 members 
Mstep: Class 2 contains 14528 members 
Entering Unmasked Estep 
Score: -3180331.000000 Penalty: 3322.626953
	Iteration 6F: 3 clusters Score -3180331 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12850 members 
Mstep: Class 2 contains 14692 members 
Entering Unmasked Estep 
Score: -3181464.500000 Penalty: 3322.626953
	Iteration 7F: 3 clusters Score -3181464 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12685 members 
Mstep: Class 2 contains 14857 members 
Entering Unmasked Estep 
Score: -3182243.250000 Penalty: 3322.626953
	Iteration 8Q: 3 clusters Score -3182243 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12492 members 
Mstep: Class 2 contains 15050 members 
Entering Unmasked Estep 
Score: -3182865.500000 Penalty: 3322.626953
	Iteration 9Q: 3 clusters Score -3182866 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12281 members 
Mstep: Class 2 contains 15261 members 
Entering Unmasked Estep 
Score: -3183358.750000 Penalty: 3322.626953
	Iteration 10Q: 3 clusters Score -3183359 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12055 members 
Mstep: Class 2 contains 15487 members 
Entering Unmasked Estep 
Score: -3183817.500000 Penalty: 3322.626953
	Iteration 11Q: 3 clusters Score -3183818 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11827 members 
Mstep: Class 2 contains 15715 members 
Entering Unmasked Estep 
Score: -3184262.500000 Penalty: 3322.626953
	Iteration 12Q: 3 clusters Score -3184262 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11610 members 
Mstep: Class 2 contains 15932 members 
Entering Unmasked Estep 
Score: -3184684.750000 Penalty: 3322.626953
	Iteration 13Q: 3 clusters Score -3184685 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11387 members 
Mstep: Class 2 contains 16155 members 
Entering Unmasked Estep 
Score: -3185118.000000 Penalty: 3322.626953
	Iteration 14Q: 3 clusters Score -3185118 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11184 members 
Mstep: Class 2 contains 16358 members 
Entering Unmasked Estep 
Score: -3185535.500000 Penalty: 3322.626953
	Iteration 15Q: 3 clusters Score -3185536 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10988 members 
Mstep: Class 2 contains 16554 members 
Entering Unmasked Estep 
Score: -3185827.000000 Penalty: 3322.626953
	Iteration 16Q: 3 clusters Score -3185827 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10834 members 
Mstep: Class 2 contains 16708 members 
Entering Unmasked Estep 
Score: -3186037.750000 Penalty: 3322.626953
	Iteration 17Q: 3 clusters Score -3186038 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10715 members 
Mstep: Class 2 contains 16827 members 
Entering Unmasked Estep 
Score: -3186141.250000 Penalty: 3322.626953
	Iteration 18Q: 3 clusters Score -3186141 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10638 members 
Mstep: Class 2 contains 16904 members 
Entering Unmasked Estep 
Score: -3186190.750000 Penalty: 3322.626953
	Iteration 19Q: 3 clusters Score -3186191 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10579 members 
Mstep: Class 2 contains 16963 members 
Entering Unmasked Estep 
Score: -3186242.250000 Penalty: 3322.626953
	Iteration 20F: 3 clusters Score -3186242 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10535 members 
Mstep: Class 2 contains 17007 members 
Entering Unmasked Estep 
Score: -3186263.750000 Penalty: 3322.626953
	Iteration 21Q: 3 clusters Score -3186264 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10517 members 
Mstep: Class 2 contains 17025 members 
Entering Unmasked Estep 
Score: -3186272.250000 Penalty: 3322.626953
	Iteration 22Q: 3 clusters Score -3186272 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10490 members 
Mstep: Class 2 contains 17052 members 
Entering Unmasked Estep 
Score: -3186293.000000 Penalty: 3322.626953
	Iteration 23Q: 3 clusters Score -3186293 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10464 members 
Mstep: Class 2 contains 17078 members 
Entering Unmasked Estep 
Score: -3186300.250000 Penalty: 3322.626953
	Iteration 24Q: 3 clusters Score -3186300 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10437 members 
Mstep: Class 2 contains 17105 members 
Entering Unmasked Estep 
Score: -3186311.750000 Penalty: 3322.626953
	Iteration 25Q: 3 clusters Score -3186312 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10419 members 
Mstep: Class 2 contains 17123 members 
Entering Unmasked Estep 
Score: -3186310.250000 Penalty: 3322.626953
	Iteration 26Q: 3 clusters Score -3186310 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10397 members 
Mstep: Class 2 contains 17145 members 
Entering Unmasked Estep 
Score: -3186312.750000 Penalty: 3322.626953
	Iteration 27Q: 3 clusters Score -3186313 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10381 members 
Mstep: Class 2 contains 17161 members 
Entering Unmasked Estep 
Score: -3186305.000000 Penalty: 3322.626953
	Iteration 28Q: 3 clusters Score -3186305 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10368 members 
Mstep: Class 2 contains 17174 members 
Entering Unmasked Estep 
Score: -3186309.250000 Penalty: 3322.626953
	Iteration 29Q: 3 clusters Score -3186309 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10352 members 
Mstep: Class 2 contains 17190 members 
Entering Unmasked Estep 
Score: -3186314.750000 Penalty: 3322.626953
	Iteration 30Q: 3 clusters Score -3186315 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10339 members 
Mstep: Class 2 contains 17203 members 
Entering Unmasked Estep 
Score: -3186318.500000 Penalty: 3322.626953
	Iteration 31Q: 3 clusters Score -3186318 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10333 members 
Mstep: Class 2 contains 17209 members 
Entering Unmasked Estep 
Score: -3186319.500000 Penalty: 3322.626953
	Iteration 32Q: 3 clusters Score -3186320 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10326 members 
Mstep: Class 2 contains 17216 members 
Entering Unmasked Estep 
Score: -3186323.750000 Penalty: 3322.626953
	Iteration 33Q: 3 clusters Score -3186324 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10317 members 
Mstep: Class 2 contains 17225 members 
Entering Unmasked Estep 
Score: -3186326.000000 Penalty: 3322.626953
	Iteration 34Q: 3 clusters Score -3186326 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10313 members 
Mstep: Class 2 contains 17229 members 
Entering Unmasked Estep 
Score: -3186321.750000 Penalty: 3322.626953
	Iteration 35Q: 3 clusters Score -3186322 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10307 members 
Mstep: Class 2 contains 17235 members 
Entering Unmasked Estep 
Score: -3186321.000000 Penalty: 3322.626953
	Iteration 36Q: 3 clusters Score -3186321 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10305 members 
Mstep: Class 2 contains 17237 members 
Entering Unmasked Estep 
Score: -3186318.750000 Penalty: 3322.626953
	Iteration 37Q: 3 clusters Score -3186319 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10303 members 
Mstep: Class 2 contains 17239 members 
Entering Unmasked Estep 
Score: -3186324.500000 Penalty: 3322.626953
	Iteration 38Q: 3 clusters Score -3186324 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10301 members 
Mstep: Class 2 contains 17241 members 
Entering Unmasked Estep 
Score: -3186322.250000 Penalty: 3322.626953
	Iteration 39Q: 3 clusters Score -3186322 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10299 members 
Mstep: Class 2 contains 17243 members 
Entering Unmasked Estep 
Score: -3186323.750000 Penalty: 3322.626953
	Iteration 40F: 3 clusters Score -3186324 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10296 members 
Mstep: Class 2 contains 17246 members 
Entering Unmasked Estep 
Score: -3186322.000000 Penalty: 3322.626953
	Iteration 41Q: 3 clusters Score -3186322 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10293 members 
Mstep: Class 2 contains 17249 members 
Entering Unmasked Estep 
Score: -3186325.250000 Penalty: 3322.626953
	Iteration 42Q: 3 clusters Score -3186325 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10292 members 
Mstep: Class 2 contains 17250 members 
Entering Unmasked Estep 
Score: -3186324.500000 Penalty: 3322.626953
	Iteration 43Q: 3 clusters Score -3186324 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10292 members 
Mstep: Class 2 contains 17250 members 
Entering Unmasked Estep 
Score: -3186324.500000 Penalty: 3322.626953
	Iteration 44F: 3 clusters Score -3186324 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 8313 members 
Mstep: Class 3 contains 106848 members 
Mstep: Class 4 contains 9436 members 
Mstep: Class 5 contains 1731 members 
Mstep: Class 6 contains 38925 members 
Mstep: Class 7 contains 27874 members 
Mstep: Class 8 contains 7801 members 
Mstep: Class 9 contains 22787 members 
Mstep: Class 10 contains 20160 members 
Mstep: Class 11 contains 3928 members 
Mstep: Class 12 contains 6403 members 
Mstep: Class 13 contains 10292 members 
Mstep: Class 14 contains 81367 members 
Mstep: Class 15 contains 58471 members 
Mstep: Class 16 contains 4147 members 
Mstep: Class 17 contains 11427 members 
Mstep: Class 18 contains 59145 members 
Mstep: Class 19 contains 35178 members 
Mstep: Class 20 contains 17361 members 
Mstep: Class 21 contains 2220 members 
Mstep: Class 22 contains 19390 members 
Mstep: Class 23 contains 179058 members 
Mstep: Class 24 contains 41661 members 
Mstep: Class 25 contains 12292 members 
Mstep: Class 26 contains 6944 members 
Mstep: Class 27 contains 7788 members 
Mstep: Class 28 contains 1899 members 
Mstep: Class 29 contains 17250 members 
Entering Unmasked Estep 
Score: -100149344.000000 Penalty: 64174.015625
Splitting cluster 13 changes total score from -100130304.000000 to -100149344.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 14 (81367 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81367 members 
Entering Unmasked Estep 
Score: -10185289.000000 Penalty: 1837.342896
	Iteration 0F: 2 clusters Score -1.018529e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40671 members 
Mstep: Class 2 contains 40696 members 
Entering Unmasked Estep 
Score: -10131279.000000 Penalty: 3674.685791
	Iteration 0F: 3 clusters Score -1.013128e+07 nChanged 38711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40492 members 
Mstep: Class 2 contains 40875 members 
Entering Unmasked Estep 
Score: -10154599.000000 Penalty: 3674.685791
	Iteration 1F: 3 clusters Score -1.01546e+07 nChanged 4293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40203 members 
Mstep: Class 2 contains 41164 members 
Entering Unmasked Estep 
Score: -10156829.000000 Penalty: 3674.685791
	Iteration 2F: 3 clusters Score -1.015683e+07 nChanged 4894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40307 members 
Mstep: Class 2 contains 41060 members 
Entering Unmasked Estep 
Score: -10159611.000000 Penalty: 3674.685791
	Iteration 3F: 3 clusters Score -1.015961e+07 nChanged 5321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40890 members 
Mstep: Class 2 contains 40477 members 
Entering Unmasked Estep 
Score: -10163073.000000 Penalty: 3674.685791
	Iteration 4F: 3 clusters Score -1.016307e+07 nChanged 5529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42093 members 
Mstep: Class 2 contains 39274 members 
Entering Unmasked Estep 
Score: -10166973.000000 Penalty: 3674.685791
	Iteration 5F: 3 clusters Score -1.016697e+07 nChanged 5628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43869 members 
Mstep: Class 2 contains 37498 members 
Entering Unmasked Estep 
Score: -10171313.000000 Penalty: 3674.685791
	Iteration 6F: 3 clusters Score -1.017131e+07 nChanged 5127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45788 members 
Mstep: Class 2 contains 35579 members 
Entering Unmasked Estep 
Score: -10175456.000000 Penalty: 3674.685791
	Iteration 7F: 3 clusters Score -1.017546e+07 nChanged 4316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47390 members 
Mstep: Class 2 contains 33977 members 
Entering Unmasked Estep 
Score: -10178349.000000 Penalty: 3674.685791
	Iteration 8F: 3 clusters Score -1.017835e+07 nChanged 3164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48644 members 
Mstep: Class 2 contains 32723 members 
Entering Unmasked Estep 
Score: -10179916.000000 Penalty: 3674.685791
	Iteration 9Q: 3 clusters Score -1.017992e+07 nChanged 2165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49523 members 
Mstep: Class 2 contains 31844 members 
Entering Unmasked Estep 
Score: -10180747.000000 Penalty: 3674.685791
	Iteration 10Q: 3 clusters Score -1.018075e+07 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50187 members 
Mstep: Class 2 contains 31180 members 
Entering Unmasked Estep 
Score: -10181259.000000 Penalty: 3674.685791
	Iteration 11Q: 3 clusters Score -1.018126e+07 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50682 members 
Mstep: Class 2 contains 30685 members 
Entering Unmasked Estep 
Score: -10181542.000000 Penalty: 3674.685791
	Iteration 12Q: 3 clusters Score -1.018154e+07 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51102 members 
Mstep: Class 2 contains 30265 members 
Entering Unmasked Estep 
Score: -10181701.000000 Penalty: 3674.685791
	Iteration 13Q: 3 clusters Score -1.01817e+07 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51440 members 
Mstep: Class 2 contains 29927 members 
Entering Unmasked Estep 
Score: -10181834.000000 Penalty: 3674.685791
	Iteration 14Q: 3 clusters Score -1.018183e+07 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51653 members 
Mstep: Class 2 contains 29714 members 
Entering Unmasked Estep 
Score: -10181993.000000 Penalty: 3674.685791
	Iteration 15Q: 3 clusters Score -1.018199e+07 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51789 members 
Mstep: Class 2 contains 29578 members 
Entering Unmasked Estep 
Score: -10182126.000000 Penalty: 3674.685791
	Iteration 16Q: 3 clusters Score -1.018213e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51876 members 
Mstep: Class 2 contains 29491 members 
Entering Unmasked Estep 
Score: -10182164.000000 Penalty: 3674.685791
	Iteration 17Q: 3 clusters Score -1.018216e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51899 members 
Mstep: Class 2 contains 29468 members 
Entering Unmasked Estep 
Score: -10182199.000000 Penalty: 3674.685791
	Iteration 18Q: 3 clusters Score -1.01822e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51898 members 
Mstep: Class 2 contains 29469 members 
Entering Unmasked Estep 
Score: -10182243.000000 Penalty: 3674.685791
	Iteration 19Q: 3 clusters Score -1.018224e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51837 members 
Mstep: Class 2 contains 29530 members 
Entering Unmasked Estep 
Score: -10182318.000000 Penalty: 3674.685791
	Iteration 20F: 3 clusters Score -1.018232e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51748 members 
Mstep: Class 2 contains 29619 members 
Entering Unmasked Estep 
Score: -10182379.000000 Penalty: 3674.685791
	Iteration 21Q: 3 clusters Score -1.018238e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51632 members 
Mstep: Class 2 contains 29735 members 
Entering Unmasked Estep 
Score: -10182373.000000 Penalty: 3674.685791
	Iteration 22Q: 3 clusters Score -1.018237e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51506 members 
Mstep: Class 2 contains 29861 members 
Entering Unmasked Estep 
Score: -10182416.000000 Penalty: 3674.685791
	Iteration 23Q: 3 clusters Score -1.018242e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51350 members 
Mstep: Class 2 contains 30017 members 
Entering Unmasked Estep 
Score: -10182444.000000 Penalty: 3674.685791
	Iteration 24Q: 3 clusters Score -1.018244e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51158 members 
Mstep: Class 2 contains 30209 members 
Entering Unmasked Estep 
Score: -10182502.000000 Penalty: 3674.685791
	Iteration 25Q: 3 clusters Score -1.01825e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50914 members 
Mstep: Class 2 contains 30453 members 
Entering Unmasked Estep 
Score: -10182507.000000 Penalty: 3674.685791
	Iteration 26Q: 3 clusters Score -1.018251e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50649 members 
Mstep: Class 2 contains 30718 members 
Entering Unmasked Estep 
Score: -10182579.000000 Penalty: 3674.685791
	Iteration 27Q: 3 clusters Score -1.018258e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50350 members 
Mstep: Class 2 contains 31017 members 
Entering Unmasked Estep 
Score: -10182618.000000 Penalty: 3674.685791
	Iteration 28Q: 3 clusters Score -1.018262e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49994 members 
Mstep: Class 2 contains 31373 members 
Entering Unmasked Estep 
Score: -10182711.000000 Penalty: 3674.685791
	Iteration 29Q: 3 clusters Score -1.018271e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49595 members 
Mstep: Class 2 contains 31772 members 
Entering Unmasked Estep 
Score: -10182769.000000 Penalty: 3674.685791
	Iteration 30Q: 3 clusters Score -1.018277e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49132 members 
Mstep: Class 2 contains 32235 members 
Entering Unmasked Estep 
Score: -10182885.000000 Penalty: 3674.685791
	Iteration 31Q: 3 clusters Score -1.018288e+07 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48585 members 
Mstep: Class 2 contains 32782 members 
Entering Unmasked Estep 
Score: -10183088.000000 Penalty: 3674.685791
	Iteration 32Q: 3 clusters Score -1.018309e+07 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47939 members 
Mstep: Class 2 contains 33428 members 
Entering Unmasked Estep 
Score: -10183300.000000 Penalty: 3674.685791
	Iteration 33Q: 3 clusters Score -1.01833e+07 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47193 members 
Mstep: Class 2 contains 34174 members 
Entering Unmasked Estep 
Score: -10183554.000000 Penalty: 3674.685791
	Iteration 34Q: 3 clusters Score -1.018355e+07 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46308 members 
Mstep: Class 2 contains 35059 members 
Entering Unmasked Estep 
Score: -10183867.000000 Penalty: 3674.685791
	Iteration 35Q: 3 clusters Score -1.018387e+07 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45256 members 
Mstep: Class 2 contains 36111 members 
Entering Unmasked Estep 
Score: -10184459.000000 Penalty: 3674.685791
	Iteration 36Q: 3 clusters Score -1.018446e+07 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43961 members 
Mstep: Class 2 contains 37406 members 
Entering Unmasked Estep 
Score: -10185245.000000 Penalty: 3674.685791
	Iteration 37Q: 3 clusters Score -1.018524e+07 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42470 members 
Mstep: Class 2 contains 38897 members 
Entering Unmasked Estep 
Score: -10186404.000000 Penalty: 3674.685791
	Iteration 38Q: 3 clusters Score -1.01864e+07 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40948 members 
Mstep: Class 2 contains 40419 members 
Entering Unmasked Estep 
Score: -10187667.000000 Penalty: 3674.685791
	Iteration 39Q: 3 clusters Score -1.018767e+07 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39463 members 
Mstep: Class 2 contains 41904 members 
Entering Unmasked Estep 
Score: -10188862.000000 Penalty: 3674.685791
	Iteration 40F: 3 clusters Score -1.018886e+07 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38185 members 
Mstep: Class 2 contains 43182 members 
Entering Unmasked Estep 
Score: -10189708.000000 Penalty: 3674.685791
	Iteration 41Q: 3 clusters Score -1.018971e+07 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37132 members 
Mstep: Class 2 contains 44235 members 
Entering Unmasked Estep 
Score: -10190227.000000 Penalty: 3674.685791
	Iteration 42Q: 3 clusters Score -1.019023e+07 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36258 members 
Mstep: Class 2 contains 45109 members 
Entering Unmasked Estep 
Score: -10190556.000000 Penalty: 3674.685791
	Iteration 43Q: 3 clusters Score -1.019056e+07 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35560 members 
Mstep: Class 2 contains 45807 members 
Entering Unmasked Estep 
Score: -10190761.000000 Penalty: 3674.685791
	Iteration 44Q: 3 clusters Score -1.019076e+07 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34944 members 
Mstep: Class 2 contains 46423 members 
Entering Unmasked Estep 
Score: -10190919.000000 Penalty: 3674.685791
	Iteration 45Q: 3 clusters Score -1.019092e+07 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34422 members 
Mstep: Class 2 contains 46945 members 
Entering Unmasked Estep 
Score: -10191080.000000 Penalty: 3674.685791
	Iteration 46Q: 3 clusters Score -1.019108e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33974 members 
Mstep: Class 2 contains 47393 members 
Entering Unmasked Estep 
Score: -10191185.000000 Penalty: 3674.685791
	Iteration 47Q: 3 clusters Score -1.019118e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33577 members 
Mstep: Class 2 contains 47790 members 
Entering Unmasked Estep 
Score: -10191224.000000 Penalty: 3674.685791
	Iteration 48Q: 3 clusters Score -1.019122e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33202 members 
Mstep: Class 2 contains 48165 members 
Entering Unmasked Estep 
Score: -10191267.000000 Penalty: 3674.685791
	Iteration 49Q: 3 clusters Score -1.019127e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32880 members 
Mstep: Class 2 contains 48487 members 
Entering Unmasked Estep 
Score: -10191275.000000 Penalty: 3674.685791
	Iteration 50Q: 3 clusters Score -1.019128e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32611 members 
Mstep: Class 2 contains 48756 members 
Entering Unmasked Estep 
Score: -10191269.000000 Penalty: 3674.685791
	Iteration 51Q: 3 clusters Score -1.019127e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32378 members 
Mstep: Class 2 contains 48989 members 
Entering Unmasked Estep 
Score: -10191325.000000 Penalty: 3674.685791
	Iteration 52Q: 3 clusters Score -1.019132e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32202 members 
Mstep: Class 2 contains 49165 members 
Entering Unmasked Estep 
Score: -10191349.000000 Penalty: 3674.685791
	Iteration 53Q: 3 clusters Score -1.019135e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32052 members 
Mstep: Class 2 contains 49315 members 
Entering Unmasked Estep 
Score: -10191377.000000 Penalty: 3674.685791
	Iteration 54Q: 3 clusters Score -1.019138e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31929 members 
Mstep: Class 2 contains 49438 members 
Entering Unmasked Estep 
Score: -10191411.000000 Penalty: 3674.685791
	Iteration 55Q: 3 clusters Score -1.019141e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31813 members 
Mstep: Class 2 contains 49554 members 
Entering Unmasked Estep 
Score: -10191406.000000 Penalty: 3674.685791
	Iteration 56Q: 3 clusters Score -1.019141e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31702 members 
Mstep: Class 2 contains 49665 members 
Entering Unmasked Estep 
Score: -10191398.000000 Penalty: 3674.685791
	Iteration 57Q: 3 clusters Score -1.01914e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31602 members 
Mstep: Class 2 contains 49765 members 
Entering Unmasked Estep 
Score: -10191391.000000 Penalty: 3674.685791
	Iteration 58Q: 3 clusters Score -1.019139e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31498 members 
Mstep: Class 2 contains 49869 members 
Entering Unmasked Estep 
Score: -10191385.000000 Penalty: 3674.685791
	Iteration 59Q: 3 clusters Score -1.019138e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31420 members 
Mstep: Class 2 contains 49947 members 
Entering Unmasked Estep 
Score: -10191371.000000 Penalty: 3674.685791
	Iteration 60F: 3 clusters Score -1.019137e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31347 members 
Mstep: Class 2 contains 50020 members 
Entering Unmasked Estep 
Score: -10191368.000000 Penalty: 3674.685791
	Iteration 61Q: 3 clusters Score -1.019137e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31286 members 
Mstep: Class 2 contains 50081 members 
Entering Unmasked Estep 
Score: -10191369.000000 Penalty: 3674.685791
	Iteration 62Q: 3 clusters Score -1.019137e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31239 members 
Mstep: Class 2 contains 50128 members 
Entering Unmasked Estep 
Score: -10191377.000000 Penalty: 3674.685791
	Iteration 63Q: 3 clusters Score -1.019138e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31185 members 
Mstep: Class 2 contains 50182 members 
Entering Unmasked Estep 
Score: -10191372.000000 Penalty: 3674.685791
	Iteration 64Q: 3 clusters Score -1.019137e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31138 members 
Mstep: Class 2 contains 50229 members 
Entering Unmasked Estep 
Score: -10191383.000000 Penalty: 3674.685791
	Iteration 65Q: 3 clusters Score -1.019138e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31108 members 
Mstep: Class 2 contains 50259 members 
Entering Unmasked Estep 
Score: -10191391.000000 Penalty: 3674.685791
	Iteration 66Q: 3 clusters Score -1.019139e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31076 members 
Mstep: Class 2 contains 50291 members 
Entering Unmasked Estep 
Score: -10191386.000000 Penalty: 3674.685791
	Iteration 67Q: 3 clusters Score -1.019139e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31045 members 
Mstep: Class 2 contains 50322 members 
Entering Unmasked Estep 
Score: -10191391.000000 Penalty: 3674.685791
	Iteration 68Q: 3 clusters Score -1.019139e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31021 members 
Mstep: Class 2 contains 50346 members 
Entering Unmasked Estep 
Score: -10191389.000000 Penalty: 3674.685791
	Iteration 69Q: 3 clusters Score -1.019139e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30988 members 
Mstep: Class 2 contains 50379 members 
Entering Unmasked Estep 
Score: -10191394.000000 Penalty: 3674.685791
	Iteration 70Q: 3 clusters Score -1.019139e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30962 members 
Mstep: Class 2 contains 50405 members 
Entering Unmasked Estep 
Score: -10191400.000000 Penalty: 3674.685791
	Iteration 71Q: 3 clusters Score -1.01914e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30934 members 
Mstep: Class 2 contains 50433 members 
Entering Unmasked Estep 
Score: -10191407.000000 Penalty: 3674.685791
	Iteration 72Q: 3 clusters Score -1.019141e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30914 members 
Mstep: Class 2 contains 50453 members 
Entering Unmasked Estep 
Score: -10191395.000000 Penalty: 3674.685791
	Iteration 73Q: 3 clusters Score -1.01914e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30898 members 
Mstep: Class 2 contains 50469 members 
Entering Unmasked Estep 
Score: -10191394.000000 Penalty: 3674.685791
	Iteration 74Q: 3 clusters Score -1.019139e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30887 members 
Mstep: Class 2 contains 50480 members 
Entering Unmasked Estep 
Score: -10191410.000000 Penalty: 3674.685791
	Iteration 75Q: 3 clusters Score -1.019141e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30877 members 
Mstep: Class 2 contains 50490 members 
Entering Unmasked Estep 
Score: -10191418.000000 Penalty: 3674.685791
	Iteration 76Q: 3 clusters Score -1.019142e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30867 members 
Mstep: Class 2 contains 50500 members 
Entering Unmasked Estep 
Score: -10191412.000000 Penalty: 3674.685791
	Iteration 77Q: 3 clusters Score -1.019141e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30859 members 
Mstep: Class 2 contains 50508 members 
Entering Unmasked Estep 
Score: -10191404.000000 Penalty: 3674.685791
	Iteration 78Q: 3 clusters Score -1.01914e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30854 members 
Mstep: Class 2 contains 50513 members 
Entering Unmasked Estep 
Score: -10191406.000000 Penalty: 3674.685791
	Iteration 79Q: 3 clusters Score -1.019141e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30849 members 
Mstep: Class 2 contains 50518 members 
Entering Unmasked Estep 
Score: -10191420.000000 Penalty: 3674.685791
	Iteration 80F: 3 clusters Score -1.019142e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30845 members 
Mstep: Class 2 contains 50522 members 
Entering Unmasked Estep 
Score: -10191424.000000 Penalty: 3674.685791
	Iteration 81Q: 3 clusters Score -1.019142e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30842 members 
Mstep: Class 2 contains 50525 members 
Entering Unmasked Estep 
Score: -10191418.000000 Penalty: 3674.685791
	Iteration 82Q: 3 clusters Score -1.019142e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30840 members 
Mstep: Class 2 contains 50527 members 
Entering Unmasked Estep 
Score: -10191408.000000 Penalty: 3674.685791
	Iteration 83Q: 3 clusters Score -1.019141e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30837 members 
Mstep: Class 2 contains 50530 members 
Entering Unmasked Estep 
Score: -10191416.000000 Penalty: 3674.685791
	Iteration 84Q: 3 clusters Score -1.019142e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30836 members 
Mstep: Class 2 contains 50531 members 
Entering Unmasked Estep 
Score: -10191418.000000 Penalty: 3674.685791
	Iteration 85Q: 3 clusters Score -1.019142e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30836 members 
Mstep: Class 2 contains 50531 members 
Entering Unmasked Estep 
Score: -10191418.000000 Penalty: 3674.685791
	Iteration 86F: 3 clusters Score -1.019142e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 8313 members 
Mstep: Class 3 contains 106848 members 
Mstep: Class 4 contains 9436 members 
Mstep: Class 5 contains 1731 members 
Mstep: Class 6 contains 38925 members 
Mstep: Class 7 contains 27874 members 
Mstep: Class 8 contains 7801 members 
Mstep: Class 9 contains 22787 members 
Mstep: Class 10 contains 20160 members 
Mstep: Class 11 contains 3928 members 
Mstep: Class 12 contains 6403 members 
Mstep: Class 13 contains 10292 members 
Mstep: Class 14 contains 30836 members 
Mstep: Class 15 contains 58471 members 
Mstep: Class 16 contains 4147 members 
Mstep: Class 17 contains 11427 members 
Mstep: Class 18 contains 59145 members 
Mstep: Class 19 contains 35178 members 
Mstep: Class 20 contains 17361 members 
Mstep: Class 21 contains 2220 members 
Mstep: Class 22 contains 19390 members 
Mstep: Class 23 contains 179058 members 
Mstep: Class 24 contains 41661 members 
Mstep: Class 25 contains 12292 members 
Mstep: Class 26 contains 6944 members 
Mstep: Class 27 contains 7788 members 
Mstep: Class 28 contains 1899 members 
Mstep: Class 29 contains 17250 members 
Mstep: Class 30 contains 50531 members 
Entering Unmasked Estep 
Score: -100154472.000000 Penalty: 66386.914062
Splitting cluster 14 changes total score from -100130304.000000 to -100154472.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 15 (58471 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58471 members 
Entering Unmasked Estep 
Score: -6971431.000000 Penalty: 1783.646484
	Iteration 0F: 2 clusters Score -6971431 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29364 members 
Mstep: Class 2 contains 29107 members 
Entering Unmasked Estep 
Score: -6932454.500000 Penalty: 3567.292969
	Iteration 0F: 3 clusters Score -6932454 nChanged 27637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31033 members 
Mstep: Class 2 contains 27438 members 
Entering Unmasked Estep 
Score: -6949043.500000 Penalty: 3567.292969
	Iteration 1F: 3 clusters Score -6949044 nChanged 3222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32231 members 
Mstep: Class 2 contains 26240 members 
Entering Unmasked Estep 
Score: -6950579.500000 Penalty: 3567.292969
	Iteration 2F: 3 clusters Score -6950580 nChanged 3661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33986 members 
Mstep: Class 2 contains 24485 members 
Entering Unmasked Estep 
Score: -6952656.500000 Penalty: 3567.292969
	Iteration 3F: 3 clusters Score -6952656 nChanged 3944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36216 members 
Mstep: Class 2 contains 22255 members 
Entering Unmasked Estep 
Score: -6955059.000000 Penalty: 3567.292969
	Iteration 4F: 3 clusters Score -6955059 nChanged 4052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38926 members 
Mstep: Class 2 contains 19545 members 
Entering Unmasked Estep 
Score: -6957780.500000 Penalty: 3567.292969
	Iteration 5F: 3 clusters Score -6957780 nChanged 3853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41801 members 
Mstep: Class 2 contains 16670 members 
Entering Unmasked Estep 
Score: -6960527.000000 Penalty: 3567.292969
	Iteration 6F: 3 clusters Score -6960527 nChanged 3358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44533 members 
Mstep: Class 2 contains 13938 members 
Entering Unmasked Estep 
Score: -6963006.500000 Penalty: 3567.292969
	Iteration 7F: 3 clusters Score -6963006 nChanged 2857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46970 members 
Mstep: Class 2 contains 11501 members 
Entering Unmasked Estep 
Score: -6965167.500000 Penalty: 3567.292969
	Iteration 8Q: 3 clusters Score -6965168 nChanged 2302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49048 members 
Mstep: Class 2 contains 9423 members 
Entering Unmasked Estep 
Score: -6966969.500000 Penalty: 3567.292969
	Iteration 9Q: 3 clusters Score -6966970 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50666 members 
Mstep: Class 2 contains 7805 members 
Entering Unmasked Estep 
Score: -6968354.500000 Penalty: 3567.292969
	Iteration 10Q: 3 clusters Score -6968354 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51891 members 
Mstep: Class 2 contains 6580 members 
Entering Unmasked Estep 
Score: -6969224.500000 Penalty: 3567.292969
	Iteration 11Q: 3 clusters Score -6969224 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52742 members 
Mstep: Class 2 contains 5729 members 
Entering Unmasked Estep 
Score: -6969762.500000 Penalty: 3567.292969
	Iteration 12Q: 3 clusters Score -6969762 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53442 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -6970120.000000 Penalty: 3567.292969
	Iteration 13Q: 3 clusters Score -6970120 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54004 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -6970378.500000 Penalty: 3567.292969
	Iteration 14Q: 3 clusters Score -6970378 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54438 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -6970515.500000 Penalty: 3567.292969
	Iteration 15Q: 3 clusters Score -6970516 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54784 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -6970689.000000 Penalty: 3567.292969
	Iteration 16Q: 3 clusters Score -6970689 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55068 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -6970780.000000 Penalty: 3567.292969
	Iteration 17Q: 3 clusters Score -6970780 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55310 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -6970862.000000 Penalty: 3567.292969
	Iteration 18Q: 3 clusters Score -6970862 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55527 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -6970937.500000 Penalty: 3567.292969
	Iteration 19Q: 3 clusters Score -6970938 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55716 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -6971023.500000 Penalty: 3567.292969
	Iteration 20F: 3 clusters Score -6971024 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55882 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -6971084.000000 Penalty: 3567.292969
	Iteration 21Q: 3 clusters Score -6971084 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56029 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -6971133.000000 Penalty: 3567.292969
	Iteration 22Q: 3 clusters Score -6971133 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56146 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -6971160.000000 Penalty: 3567.292969
	Iteration 23Q: 3 clusters Score -6971160 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56240 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -6971168.000000 Penalty: 3567.292969
	Iteration 24Q: 3 clusters Score -6971168 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56315 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -6971196.000000 Penalty: 3567.292969
	Iteration 25Q: 3 clusters Score -6971196 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56380 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -6971216.000000 Penalty: 3567.292969
	Iteration 26Q: 3 clusters Score -6971216 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56425 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -6971232.500000 Penalty: 3567.292969
	Iteration 27Q: 3 clusters Score -6971232 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56468 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -6971239.500000 Penalty: 3567.292969
	Iteration 28Q: 3 clusters Score -6971240 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56493 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -6971247.000000 Penalty: 3567.292969
	Iteration 29Q: 3 clusters Score -6971247 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56528 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -6971266.000000 Penalty: 3567.292969
	Iteration 30Q: 3 clusters Score -6971266 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56562 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -6971286.500000 Penalty: 3567.292969
	Iteration 31Q: 3 clusters Score -6971286 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56584 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -6971294.000000 Penalty: 3567.292969
	Iteration 32Q: 3 clusters Score -6971294 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56603 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -6971293.500000 Penalty: 3567.292969
	Iteration 33Q: 3 clusters Score -6971294 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56619 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -6971287.000000 Penalty: 3567.292969
	Iteration 34Q: 3 clusters Score -6971287 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56627 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -6971293.000000 Penalty: 3567.292969
	Iteration 35Q: 3 clusters Score -6971293 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56636 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -6971294.500000 Penalty: 3567.292969
	Iteration 36Q: 3 clusters Score -6971294 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56643 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -6971293.000000 Penalty: 3567.292969
	Iteration 37Q: 3 clusters Score -6971293 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56653 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -6971291.500000 Penalty: 3567.292969
	Iteration 38Q: 3 clusters Score -6971292 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56658 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -6971295.500000 Penalty: 3567.292969
	Iteration 39Q: 3 clusters Score -6971296 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56664 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -6971290.000000 Penalty: 3567.292969
	Iteration 40F: 3 clusters Score -6971290 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56666 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -6971286.000000 Penalty: 3567.292969
	Iteration 41Q: 3 clusters Score -6971286 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56668 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -6971287.500000 Penalty: 3567.292969
	Iteration 42Q: 3 clusters Score -6971288 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56671 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -6971288.000000 Penalty: 3567.292969
	Iteration 43Q: 3 clusters Score -6971288 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56671 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -6971284.000000 Penalty: 3567.292969
	Iteration 44Q: 3 clusters Score -6971284 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56671 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -6971284.000000 Penalty: 3567.292969
	Iteration 45F: 3 clusters Score -6971284 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (4147 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Entering Unmasked Estep 
Score: -489291.406250 Penalty: 1353.647827
	Iteration 0F: 2 clusters Score -489291.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -485825.000000 Penalty: 2707.295654
	Iteration 0F: 3 clusters Score -485825 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -486931.312500 Penalty: 2707.295654
	Iteration 1F: 3 clusters Score -486931.3 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -487228.687500 Penalty: 2707.295654
	Iteration 2F: 3 clusters Score -487228.7 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -487607.625000 Penalty: 2707.295654
	Iteration 3F: 3 clusters Score -487607.6 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -488050.937500 Penalty: 2707.295654
	Iteration 4F: 3 clusters Score -488050.9 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -488447.843750 Penalty: 2707.295654
	Iteration 5F: 3 clusters Score -488447.8 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -488750.906250 Penalty: 2707.295654
	Iteration 6F: 3 clusters Score -488750.9 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -488907.031250 Penalty: 2707.295654
	Iteration 7F: 3 clusters Score -488907 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -488975.250000 Penalty: 2707.295654
	Iteration 8Q: 3 clusters Score -488975.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -489013.031250 Penalty: 2707.295654
	Iteration 9Q: 3 clusters Score -489013 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -489039.718750 Penalty: 2707.295654
	Iteration 10Q: 3 clusters Score -489039.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -489052.500000 Penalty: 2707.295654
	Iteration 11Q: 3 clusters Score -489052.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -489061.125000 Penalty: 2707.295654
	Iteration 12Q: 3 clusters Score -489061.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -489065.343750 Penalty: 2707.295654
	Iteration 13Q: 3 clusters Score -489065.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -489068.437500 Penalty: 2707.295654
	Iteration 14Q: 3 clusters Score -489068.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -489070.750000 Penalty: 2707.295654
	Iteration 15Q: 3 clusters Score -489070.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -489072.625000 Penalty: 2707.295654
	Iteration 16Q: 3 clusters Score -489072.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -489074.500000 Penalty: 2707.295654
	Iteration 17Q: 3 clusters Score -489074.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -489077.156250 Penalty: 2707.295654
	Iteration 18Q: 3 clusters Score -489077.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -489077.750000 Penalty: 2707.295654
	Iteration 19Q: 3 clusters Score -489077.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -489078.156250 Penalty: 2707.295654
	Iteration 20F: 3 clusters Score -489078.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -489078.250000 Penalty: 2707.295654
	Iteration 21Q: 3 clusters Score -489078.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -489078.250000 Penalty: 2707.295654
	Iteration 22Q: 3 clusters Score -489078.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -489078.781250 Penalty: 2707.295654
	Iteration 23Q: 3 clusters Score -489078.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -489079.625000 Penalty: 2707.295654
	Iteration 24Q: 3 clusters Score -489079.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -489081.000000 Penalty: 2707.295654
	Iteration 25Q: 3 clusters Score -489081 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -489081.343750 Penalty: 2707.295654
	Iteration 26Q: 3 clusters Score -489081.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -489081.343750 Penalty: 2707.295654
	Iteration 27F: 3 clusters Score -489081.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (11427 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11427 members 
Entering Unmasked Estep 
Score: -1383393.500000 Penalty: 1518.356934
	Iteration 0F: 2 clusters Score -1383394 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5748 members 
Mstep: Class 2 contains 5679 members 
Entering Unmasked Estep 
Score: -1375299.125000 Penalty: 3036.713867
	Iteration 0F: 3 clusters Score -1375299 nChanged 5050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5904 members 
Mstep: Class 2 contains 5523 members 
Entering Unmasked Estep 
Score: -1378207.125000 Penalty: 3036.713867
	Iteration 1F: 3 clusters Score -1378207 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6117 members 
Mstep: Class 2 contains 5310 members 
Entering Unmasked Estep 
Score: -1378977.125000 Penalty: 3036.713867
	Iteration 2F: 3 clusters Score -1378977 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6565 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -1380178.250000 Penalty: 3036.713867
	Iteration 3F: 3 clusters Score -1380178 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7157 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -1381805.250000 Penalty: 3036.713867
	Iteration 4F: 3 clusters Score -1381805 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7567 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -1383218.875000 Penalty: 3036.713867
	Iteration 5F: 3 clusters Score -1383219 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7681 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -1384167.625000 Penalty: 3036.713867
	Iteration 6F: 3 clusters Score -1384168 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7621 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -1384849.750000 Penalty: 3036.713867
	Iteration 7Q: 3 clusters Score -1384850 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7505 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -1385476.625000 Penalty: 3036.713867
	Iteration 8Q: 3 clusters Score -1385477 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7371 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -1385861.250000 Penalty: 3036.713867
	Iteration 9Q: 3 clusters Score -1385861 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7254 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -1386043.875000 Penalty: 3036.713867
	Iteration 10Q: 3 clusters Score -1386044 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7159 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -1386147.250000 Penalty: 3036.713867
	Iteration 11Q: 3 clusters Score -1386147 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7092 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -1386204.875000 Penalty: 3036.713867
	Iteration 12Q: 3 clusters Score -1386205 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7032 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -1386257.375000 Penalty: 3036.713867
	Iteration 13Q: 3 clusters Score -1386257 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6956 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -1386325.625000 Penalty: 3036.713867
	Iteration 14Q: 3 clusters Score -1386326 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6864 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -1386402.000000 Penalty: 3036.713867
	Iteration 15Q: 3 clusters Score -1386402 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6727 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -1386553.875000 Penalty: 3036.713867
	Iteration 16Q: 3 clusters Score -1386554 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6555 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -1386860.625000 Penalty: 3036.713867
	Iteration 17Q: 3 clusters Score -1386861 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6340 members 
Mstep: Class 2 contains 5087 members 
Entering Unmasked Estep 
Score: -1387331.625000 Penalty: 3036.713867
	Iteration 18Q: 3 clusters Score -1387332 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6192 members 
Mstep: Class 2 contains 5235 members 
Entering Unmasked Estep 
Score: -1387554.625000 Penalty: 3036.713867
	Iteration 19Q: 3 clusters Score -1387555 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6090 members 
Mstep: Class 2 contains 5337 members 
Entering Unmasked Estep 
Score: -1387615.375000 Penalty: 3036.713867
	Iteration 20F: 3 clusters Score -1387615 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 5405 members 
Entering Unmasked Estep 
Score: -1387635.625000 Penalty: 3036.713867
	Iteration 21Q: 3 clusters Score -1387636 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5982 members 
Mstep: Class 2 contains 5445 members 
Entering Unmasked Estep 
Score: -1387647.000000 Penalty: 3036.713867
	Iteration 22Q: 3 clusters Score -1387647 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5953 members 
Mstep: Class 2 contains 5474 members 
Entering Unmasked Estep 
Score: -1387646.500000 Penalty: 3036.713867
	Iteration 23Q: 3 clusters Score -1387646 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5933 members 
Mstep: Class 2 contains 5494 members 
Entering Unmasked Estep 
Score: -1387655.875000 Penalty: 3036.713867
	Iteration 24Q: 3 clusters Score -1387656 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5923 members 
Mstep: Class 2 contains 5504 members 
Entering Unmasked Estep 
Score: -1387655.250000 Penalty: 3036.713867
	Iteration 25Q: 3 clusters Score -1387655 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5916 members 
Mstep: Class 2 contains 5511 members 
Entering Unmasked Estep 
Score: -1387656.625000 Penalty: 3036.713867
	Iteration 26Q: 3 clusters Score -1387657 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5914 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -1387656.125000 Penalty: 3036.713867
	Iteration 27Q: 3 clusters Score -1387656 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5910 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -1387653.625000 Penalty: 3036.713867
	Iteration 28Q: 3 clusters Score -1387654 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5907 members 
Mstep: Class 2 contains 5520 members 
Entering Unmasked Estep 
Score: -1387655.875000 Penalty: 3036.713867
	Iteration 29Q: 3 clusters Score -1387656 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5906 members 
Mstep: Class 2 contains 5521 members 
Entering Unmasked Estep 
Score: -1387656.625000 Penalty: 3036.713867
	Iteration 30Q: 3 clusters Score -1387657 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5906 members 
Mstep: Class 2 contains 5521 members 
Entering Unmasked Estep 
Score: -1387656.625000 Penalty: 3036.713867
	Iteration 31F: 3 clusters Score -1387657 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 8313 members 
Mstep: Class 3 contains 106848 members 
Mstep: Class 4 contains 9436 members 
Mstep: Class 5 contains 1731 members 
Mstep: Class 6 contains 38925 members 
Mstep: Class 7 contains 27874 members 
Mstep: Class 8 contains 7801 members 
Mstep: Class 9 contains 22787 members 
Mstep: Class 10 contains 20160 members 
Mstep: Class 11 contains 3928 members 
Mstep: Class 12 contains 6403 members 
Mstep: Class 13 contains 10292 members 
Mstep: Class 14 contains 30836 members 
Mstep: Class 15 contains 58471 members 
Mstep: Class 16 contains 4147 members 
Mstep: Class 17 contains 5906 members 
Mstep: Class 18 contains 59145 members 
Mstep: Class 19 contains 35178 members 
Mstep: Class 20 contains 17361 members 
Mstep: Class 21 contains 2220 members 
Mstep: Class 22 contains 19390 members 
Mstep: Class 23 contains 179058 members 
Mstep: Class 24 contains 41661 members 
Mstep: Class 25 contains 12292 members 
Mstep: Class 26 contains 6944 members 
Mstep: Class 27 contains 7788 members 
Mstep: Class 28 contains 1899 members 
Mstep: Class 29 contains 17250 members 
Mstep: Class 30 contains 50531 members 
Mstep: Class 31 contains 5521 members 
Entering Unmasked Estep 
Score: -100157560.000000 Penalty: 68599.812500
Splitting cluster 17 changes total score from -100130304.000000 to -100157560.000000
So it's getting split into cluster 31.
Entering ConstructFrom: 
Trying to split cluster 18 (59145 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59145 members 
Entering Unmasked Estep 
Score: -7424086.000000 Penalty: 1785.508911
	Iteration 0F: 2 clusters Score -7424086 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29415 members 
Mstep: Class 2 contains 29730 members 
Entering Unmasked Estep 
Score: -7384822.000000 Penalty: 3571.017822
	Iteration 0F: 3 clusters Score -7384822 nChanged 27835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26778 members 
Mstep: Class 2 contains 32367 members 
Entering Unmasked Estep 
Score: -7401394.000000 Penalty: 3571.017822
	Iteration 1F: 3 clusters Score -7401394 nChanged 3145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24929 members 
Mstep: Class 2 contains 34216 members 
Entering Unmasked Estep 
Score: -7402743.000000 Penalty: 3571.017822
	Iteration 2F: 3 clusters Score -7402743 nChanged 3650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22359 members 
Mstep: Class 2 contains 36786 members 
Entering Unmasked Estep 
Score: -7404862.000000 Penalty: 3571.017822
	Iteration 3F: 3 clusters Score -7404862 nChanged 4077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19208 members 
Mstep: Class 2 contains 39937 members 
Entering Unmasked Estep 
Score: -7407530.500000 Penalty: 3571.017822
	Iteration 4F: 3 clusters Score -7407530 nChanged 4141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15771 members 
Mstep: Class 2 contains 43374 members 
Entering Unmasked Estep 
Score: -7410367.000000 Penalty: 3571.017822
	Iteration 5F: 3 clusters Score -7410367 nChanged 3872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12319 members 
Mstep: Class 2 contains 46826 members 
Entering Unmasked Estep 
Score: -7413119.500000 Penalty: 3571.017822
	Iteration 6F: 3 clusters Score -7413120 nChanged 3497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8972 members 
Mstep: Class 2 contains 50173 members 
Entering Unmasked Estep 
Score: -7415719.500000 Penalty: 3571.017822
	Iteration 7F: 3 clusters Score -7415720 nChanged 2948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6076 members 
Mstep: Class 2 contains 53069 members 
Entering Unmasked Estep 
Score: -7418055.500000 Penalty: 3571.017822
	Iteration 8Q: 3 clusters Score -7418056 nChanged 2272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 55323 members 
Entering Unmasked Estep 
Score: -7419840.000000 Penalty: 3571.017822
	Iteration 9Q: 3 clusters Score -7419840 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 56852 members 
Entering Unmasked Estep 
Score: -7421002.500000 Penalty: 3571.017822
	Iteration 10Q: 3 clusters Score -7421002 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 57741 members 
Entering Unmasked Estep 
Score: -7421676.500000 Penalty: 3571.017822
	Iteration 11Q: 3 clusters Score -7421676 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 58228 members 
Entering Unmasked Estep 
Score: -7422045.000000 Penalty: 3571.017822
	Iteration 12Q: 3 clusters Score -7422045 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 58469 members 
Entering Unmasked Estep 
Score: -7422247.500000 Penalty: 3571.017822
	Iteration 13Q: 3 clusters Score -7422248 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 58584 members 
Entering Unmasked Estep 
Score: -7422351.000000 Penalty: 3571.017822
	Iteration 14Q: 3 clusters Score -7422351 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 58645 members 
Entering Unmasked Estep 
Score: -7422408.500000 Penalty: 3571.017822
	Iteration 15Q: 3 clusters Score -7422408 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 58686 members 
Entering Unmasked Estep 
Score: -7422452.000000 Penalty: 3571.017822
	Iteration 16Q: 3 clusters Score -7422452 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 58722 members 
Entering Unmasked Estep 
Score: -7422473.500000 Penalty: 3571.017822
	Iteration 17Q: 3 clusters Score -7422474 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 58746 members 
Entering Unmasked Estep 
Score: -7422496.500000 Penalty: 3571.017822
	Iteration 18Q: 3 clusters Score -7422496 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 58769 members 
Entering Unmasked Estep 
Score: -7422509.500000 Penalty: 3571.017822
	Iteration 19Q: 3 clusters Score -7422510 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 58782 members 
Entering Unmasked Estep 
Score: -7422536.000000 Penalty: 3571.017822
	Iteration 20F: 3 clusters Score -7422536 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 58793 members 
Entering Unmasked Estep 
Score: -7422542.500000 Penalty: 3571.017822
	Iteration 21Q: 3 clusters Score -7422542 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 58799 members 
Entering Unmasked Estep 
Score: -7422548.000000 Penalty: 3571.017822
	Iteration 22Q: 3 clusters Score -7422548 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 58811 members 
Entering Unmasked Estep 
Score: -7422560.500000 Penalty: 3571.017822
	Iteration 23Q: 3 clusters Score -7422560 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 58816 members 
Entering Unmasked Estep 
Score: -7422579.000000 Penalty: 3571.017822
	Iteration 24Q: 3 clusters Score -7422579 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 58820 members 
Entering Unmasked Estep 
Score: -7422586.000000 Penalty: 3571.017822
	Iteration 25Q: 3 clusters Score -7422586 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 58823 members 
Entering Unmasked Estep 
Score: -7422597.500000 Penalty: 3571.017822
	Iteration 26Q: 3 clusters Score -7422598 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 58824 members 
Entering Unmasked Estep 
Score: -7422595.000000 Penalty: 3571.017822
	Iteration 27Q: 3 clusters Score -7422595 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 58825 members 
Entering Unmasked Estep 
Score: -7422596.000000 Penalty: 3571.017822
	Iteration 28Q: 3 clusters Score -7422596 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 58825 members 
Entering Unmasked Estep 
Score: -7422600.000000 Penalty: 3571.017822
	Iteration 29Q: 3 clusters Score -7422600 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 58825 members 
Entering Unmasked Estep 
Score: -7422600.000000 Penalty: 3571.017822
	Iteration 30F: 3 clusters Score -7422600 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (35178 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35178 members 
Entering Unmasked Estep 
Score: -4432598.500000 Penalty: 1701.078613
	Iteration 0F: 2 clusters Score -4432598 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17610 members 
Mstep: Class 2 contains 17568 members 
Entering Unmasked Estep 
Score: -4408932.500000 Penalty: 3402.157227
	Iteration 0F: 3 clusters Score -4408932 nChanged 16336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17798 members 
Mstep: Class 2 contains 17380 members 
Entering Unmasked Estep 
Score: -4418311.500000 Penalty: 3402.157227
	Iteration 1F: 3 clusters Score -4418312 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17815 members 
Mstep: Class 2 contains 17363 members 
Entering Unmasked Estep 
Score: -4419124.500000 Penalty: 3402.157227
	Iteration 2F: 3 clusters Score -4419124 nChanged 1903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17690 members 
Mstep: Class 2 contains 17488 members 
Entering Unmasked Estep 
Score: -4420151.000000 Penalty: 3402.157227
	Iteration 3F: 3 clusters Score -4420151 nChanged 2102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17312 members 
Mstep: Class 2 contains 17866 members 
Entering Unmasked Estep 
Score: -4421425.000000 Penalty: 3402.157227
	Iteration 4F: 3 clusters Score -4421425 nChanged 2352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16670 members 
Mstep: Class 2 contains 18508 members 
Entering Unmasked Estep 
Score: -4422848.000000 Penalty: 3402.157227
	Iteration 5F: 3 clusters Score -4422848 nChanged 2365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15909 members 
Mstep: Class 2 contains 19269 members 
Entering Unmasked Estep 
Score: -4424275.500000 Penalty: 3402.157227
	Iteration 6F: 3 clusters Score -4424276 nChanged 2144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15105 members 
Mstep: Class 2 contains 20073 members 
Entering Unmasked Estep 
Score: -4425570.000000 Penalty: 3402.157227
	Iteration 7F: 3 clusters Score -4425570 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14313 members 
Mstep: Class 2 contains 20865 members 
Entering Unmasked Estep 
Score: -4426648.000000 Penalty: 3402.157227
	Iteration 8F: 3 clusters Score -4426648 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13564 members 
Mstep: Class 2 contains 21614 members 
Entering Unmasked Estep 
Score: -4427451.000000 Penalty: 3402.157227
	Iteration 9Q: 3 clusters Score -4427451 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12901 members 
Mstep: Class 2 contains 22277 members 
Entering Unmasked Estep 
Score: -4428011.500000 Penalty: 3402.157227
	Iteration 10Q: 3 clusters Score -4428012 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12242 members 
Mstep: Class 2 contains 22936 members 
Entering Unmasked Estep 
Score: -4428451.500000 Penalty: 3402.157227
	Iteration 11Q: 3 clusters Score -4428452 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11628 members 
Mstep: Class 2 contains 23550 members 
Entering Unmasked Estep 
Score: -4428781.000000 Penalty: 3402.157227
	Iteration 12Q: 3 clusters Score -4428781 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10995 members 
Mstep: Class 2 contains 24183 members 
Entering Unmasked Estep 
Score: -4429100.500000 Penalty: 3402.157227
	Iteration 13Q: 3 clusters Score -4429100 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10321 members 
Mstep: Class 2 contains 24857 members 
Entering Unmasked Estep 
Score: -4429408.500000 Penalty: 3402.157227
	Iteration 14Q: 3 clusters Score -4429408 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9729 members 
Mstep: Class 2 contains 25449 members 
Entering Unmasked Estep 
Score: -4429606.500000 Penalty: 3402.157227
	Iteration 15Q: 3 clusters Score -4429606 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9165 members 
Mstep: Class 2 contains 26013 members 
Entering Unmasked Estep 
Score: -4429852.000000 Penalty: 3402.157227
	Iteration 16Q: 3 clusters Score -4429852 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8597 members 
Mstep: Class 2 contains 26581 members 
Entering Unmasked Estep 
Score: -4430094.500000 Penalty: 3402.157227
	Iteration 17Q: 3 clusters Score -4430094 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8034 members 
Mstep: Class 2 contains 27144 members 
Entering Unmasked Estep 
Score: -4430302.000000 Penalty: 3402.157227
	Iteration 18Q: 3 clusters Score -4430302 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7452 members 
Mstep: Class 2 contains 27726 members 
Entering Unmasked Estep 
Score: -4430498.500000 Penalty: 3402.157227
	Iteration 19Q: 3 clusters Score -4430498 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6867 members 
Mstep: Class 2 contains 28311 members 
Entering Unmasked Estep 
Score: -4430737.500000 Penalty: 3402.157227
	Iteration 20F: 3 clusters Score -4430738 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6292 members 
Mstep: Class 2 contains 28886 members 
Entering Unmasked Estep 
Score: -4430951.500000 Penalty: 3402.157227
	Iteration 21Q: 3 clusters Score -4430952 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5727 members 
Mstep: Class 2 contains 29451 members 
Entering Unmasked Estep 
Score: -4431186.500000 Penalty: 3402.157227
	Iteration 22Q: 3 clusters Score -4431186 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 29993 members 
Entering Unmasked Estep 
Score: -4431406.000000 Penalty: 3402.157227
	Iteration 23Q: 3 clusters Score -4431406 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 30494 members 
Entering Unmasked Estep 
Score: -4431594.500000 Penalty: 3402.157227
	Iteration 24Q: 3 clusters Score -4431594 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 30918 members 
Entering Unmasked Estep 
Score: -4431770.500000 Penalty: 3402.157227
	Iteration 25Q: 3 clusters Score -4431770 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 31309 members 
Entering Unmasked Estep 
Score: -4431882.500000 Penalty: 3402.157227
	Iteration 26Q: 3 clusters Score -4431882 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 31625 members 
Entering Unmasked Estep 
Score: -4431989.000000 Penalty: 3402.157227
	Iteration 27Q: 3 clusters Score -4431989 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 31902 members 
Entering Unmasked Estep 
Score: -4432104.500000 Penalty: 3402.157227
	Iteration 28Q: 3 clusters Score -4432104 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 32163 members 
Entering Unmasked Estep 
Score: -4432197.000000 Penalty: 3402.157227
	Iteration 29Q: 3 clusters Score -4432197 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 32386 members 
Entering Unmasked Estep 
Score: -4432290.000000 Penalty: 3402.157227
	Iteration 30Q: 3 clusters Score -4432290 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 32572 members 
Entering Unmasked Estep 
Score: -4432347.000000 Penalty: 3402.157227
	Iteration 31Q: 3 clusters Score -4432347 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 32729 members 
Entering Unmasked Estep 
Score: -4432393.500000 Penalty: 3402.157227
	Iteration 32Q: 3 clusters Score -4432394 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 32862 members 
Entering Unmasked Estep 
Score: -4432441.000000 Penalty: 3402.157227
	Iteration 33Q: 3 clusters Score -4432441 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 32966 members 
Entering Unmasked Estep 
Score: -4432473.000000 Penalty: 3402.157227
	Iteration 34Q: 3 clusters Score -4432473 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 33057 members 
Entering Unmasked Estep 
Score: -4432485.000000 Penalty: 3402.157227
	Iteration 35Q: 3 clusters Score -4432485 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 33144 members 
Entering Unmasked Estep 
Score: -4432501.000000 Penalty: 3402.157227
	Iteration 36Q: 3 clusters Score -4432501 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 33220 members 
Entering Unmasked Estep 
Score: -4432532.500000 Penalty: 3402.157227
	Iteration 37Q: 3 clusters Score -4432532 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 33285 members 
Entering Unmasked Estep 
Score: -4432559.000000 Penalty: 3402.157227
	Iteration 38Q: 3 clusters Score -4432559 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 33348 members 
Entering Unmasked Estep 
Score: -4432591.000000 Penalty: 3402.157227
	Iteration 39Q: 3 clusters Score -4432591 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 33406 members 
Entering Unmasked Estep 
Score: -4432611.000000 Penalty: 3402.157227
	Iteration 40F: 3 clusters Score -4432611 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 33468 members 
Entering Unmasked Estep 
Score: -4432628.500000 Penalty: 3402.157227
	Iteration 41Q: 3 clusters Score -4432628 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 33515 members 
Entering Unmasked Estep 
Score: -4432640.500000 Penalty: 3402.157227
	Iteration 42Q: 3 clusters Score -4432640 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 33556 members 
Entering Unmasked Estep 
Score: -4432646.500000 Penalty: 3402.157227
	Iteration 43Q: 3 clusters Score -4432646 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 33586 members 
Entering Unmasked Estep 
Score: -4432646.500000 Penalty: 3402.157227
	Iteration 44Q: 3 clusters Score -4432646 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 33617 members 
Entering Unmasked Estep 
Score: -4432661.500000 Penalty: 3402.157227
	Iteration 45Q: 3 clusters Score -4432662 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 33654 members 
Entering Unmasked Estep 
Score: -4432665.500000 Penalty: 3402.157227
	Iteration 46Q: 3 clusters Score -4432666 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 33691 members 
Entering Unmasked Estep 
Score: -4432683.000000 Penalty: 3402.157227
	Iteration 47Q: 3 clusters Score -4432683 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 33718 members 
Entering Unmasked Estep 
Score: -4432700.000000 Penalty: 3402.157227
	Iteration 48Q: 3 clusters Score -4432700 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 33747 members 
Entering Unmasked Estep 
Score: -4432704.500000 Penalty: 3402.157227
	Iteration 49Q: 3 clusters Score -4432704 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 33778 members 
Entering Unmasked Estep 
Score: -4432736.500000 Penalty: 3402.157227
	Iteration 50Q: 3 clusters Score -4432736 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 33820 members 
Entering Unmasked Estep 
Score: -4432761.000000 Penalty: 3402.157227
	Iteration 51Q: 3 clusters Score -4432761 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 33854 members 
Entering Unmasked Estep 
Score: -4432783.000000 Penalty: 3402.157227
	Iteration 52Q: 3 clusters Score -4432783 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 33887 members 
Entering Unmasked Estep 
Score: -4432804.000000 Penalty: 3402.157227
	Iteration 53Q: 3 clusters Score -4432804 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 33912 members 
Entering Unmasked Estep 
Score: -4432822.500000 Penalty: 3402.157227
	Iteration 54Q: 3 clusters Score -4432822 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 33931 members 
Entering Unmasked Estep 
Score: -4432836.500000 Penalty: 3402.157227
	Iteration 55Q: 3 clusters Score -4432836 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 33950 members 
Entering Unmasked Estep 
Score: -4432854.500000 Penalty: 3402.157227
	Iteration 56Q: 3 clusters Score -4432854 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 33972 members 
Entering Unmasked Estep 
Score: -4432873.000000 Penalty: 3402.157227
	Iteration 57Q: 3 clusters Score -4432873 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 33996 members 
Entering Unmasked Estep 
Score: -4432887.500000 Penalty: 3402.157227
	Iteration 58Q: 3 clusters Score -4432888 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 34014 members 
Entering Unmasked Estep 
Score: -4432896.000000 Penalty: 3402.157227
	Iteration 59Q: 3 clusters Score -4432896 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 34021 members 
Entering Unmasked Estep 
Score: -4432898.000000 Penalty: 3402.157227
	Iteration 60F: 3 clusters Score -4432898 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 34026 members 
Entering Unmasked Estep 
Score: -4432903.500000 Penalty: 3402.157227
	Iteration 61Q: 3 clusters Score -4432904 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 34031 members 
Entering Unmasked Estep 
Score: -4432903.500000 Penalty: 3402.157227
	Iteration 62Q: 3 clusters Score -4432904 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 34038 members 
Entering Unmasked Estep 
Score: -4432903.500000 Penalty: 3402.157227
	Iteration 63Q: 3 clusters Score -4432904 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 34042 members 
Entering Unmasked Estep 
Score: -4432903.000000 Penalty: 3402.157227
	Iteration 64Q: 3 clusters Score -4432903 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 34045 members 
Entering Unmasked Estep 
Score: -4432905.000000 Penalty: 3402.157227
	Iteration 65Q: 3 clusters Score -4432905 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 34046 members 
Entering Unmasked Estep 
Score: -4432903.000000 Penalty: 3402.157227
	Iteration 66Q: 3 clusters Score -4432903 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 34046 members 
Entering Unmasked Estep 
Score: -4432903.000000 Penalty: 3402.157227
	Iteration 67F: 3 clusters Score -4432903 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 8313 members 
Mstep: Class 3 contains 106848 members 
Mstep: Class 4 contains 9436 members 
Mstep: Class 5 contains 1731 members 
Mstep: Class 6 contains 38925 members 
Mstep: Class 7 contains 27874 members 
Mstep: Class 8 contains 7801 members 
Mstep: Class 9 contains 22787 members 
Mstep: Class 10 contains 20160 members 
Mstep: Class 11 contains 3928 members 
Mstep: Class 12 contains 6403 members 
Mstep: Class 13 contains 10292 members 
Mstep: Class 14 contains 30836 members 
Mstep: Class 15 contains 58471 members 
Mstep: Class 16 contains 4147 members 
Mstep: Class 17 contains 5906 members 
Mstep: Class 18 contains 59145 members 
Mstep: Class 19 contains 1132 members 
Mstep: Class 20 contains 17361 members 
Mstep: Class 21 contains 2220 members 
Mstep: Class 22 contains 19390 members 
Mstep: Class 23 contains 179058 members 
Mstep: Class 24 contains 41661 members 
Mstep: Class 25 contains 12292 members 
Mstep: Class 26 contains 6944 members 
Mstep: Class 27 contains 7788 members 
Mstep: Class 28 contains 1899 members 
Mstep: Class 29 contains 17250 members 
Mstep: Class 30 contains 50531 members 
Mstep: Class 31 contains 5521 members 
Mstep: Class 32 contains 34046 members 
Entering Unmasked Estep 
Score: -100157360.000000 Penalty: 70812.710938
Splitting cluster 19 changes total score from -100130304.000000 to -100157360.000000
So it's getting split into cluster 32.
Entering ConstructFrom: 
Trying to split cluster 20 (17361 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17361 members 
Entering Unmasked Estep 
Score: -1894633.750000 Penalty: 1586.322021
	Iteration 0F: 2 clusters Score -1894634 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8602 members 
Mstep: Class 2 contains 8759 members 
Entering Unmasked Estep 
Score: -1883028.125000 Penalty: 3172.644043
	Iteration 0F: 3 clusters Score -1883028 nChanged 7804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8140 members 
Mstep: Class 2 contains 9221 members 
Entering Unmasked Estep 
Score: -1890261.125000 Penalty: 3172.644043
	Iteration 1F: 3 clusters Score -1890261 nChanged 2071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7469 members 
Mstep: Class 2 contains 9892 members 
Entering Unmasked Estep 
Score: -1892173.000000 Penalty: 3172.644043
	Iteration 2F: 3 clusters Score -1892173 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6830 members 
Mstep: Class 2 contains 10531 members 
Entering Unmasked Estep 
Score: -1893445.000000 Penalty: 3172.644043
	Iteration 3F: 3 clusters Score -1893445 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6239 members 
Mstep: Class 2 contains 11122 members 
Entering Unmasked Estep 
Score: -1894353.500000 Penalty: 3172.644043
	Iteration 4F: 3 clusters Score -1894354 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5758 members 
Mstep: Class 2 contains 11603 members 
Entering Unmasked Estep 
Score: -1894940.875000 Penalty: 3172.644043
	Iteration 5Q: 3 clusters Score -1894941 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 12047 members 
Entering Unmasked Estep 
Score: -1895417.125000 Penalty: 3172.644043
	Iteration 6Q: 3 clusters Score -1895417 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4926 members 
Mstep: Class 2 contains 12435 members 
Entering Unmasked Estep 
Score: -1895784.875000 Penalty: 3172.644043
	Iteration 7Q: 3 clusters Score -1895785 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 12768 members 
Entering Unmasked Estep 
Score: -1896076.500000 Penalty: 3172.644043
	Iteration 8Q: 3 clusters Score -1896076 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 13074 members 
Entering Unmasked Estep 
Score: -1896322.750000 Penalty: 3172.644043
	Iteration 9Q: 3 clusters Score -1896323 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 13384 members 
Entering Unmasked Estep 
Score: -1896571.125000 Penalty: 3172.644043
	Iteration 10Q: 3 clusters Score -1896571 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 13704 members 
Entering Unmasked Estep 
Score: -1896842.625000 Penalty: 3172.644043
	Iteration 11Q: 3 clusters Score -1896843 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 13987 members 
Entering Unmasked Estep 
Score: -1897048.750000 Penalty: 3172.644043
	Iteration 12Q: 3 clusters Score -1897049 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 14242 members 
Entering Unmasked Estep 
Score: -1897236.875000 Penalty: 3172.644043
	Iteration 13Q: 3 clusters Score -1897237 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 14478 members 
Entering Unmasked Estep 
Score: -1897383.625000 Penalty: 3172.644043
	Iteration 14Q: 3 clusters Score -1897384 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 14656 members 
Entering Unmasked Estep 
Score: -1897493.625000 Penalty: 3172.644043
	Iteration 15Q: 3 clusters Score -1897494 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 14792 members 
Entering Unmasked Estep 
Score: -1897569.875000 Penalty: 3172.644043
	Iteration 16Q: 3 clusters Score -1897570 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 14910 members 
Entering Unmasked Estep 
Score: -1897632.125000 Penalty: 3172.644043
	Iteration 17Q: 3 clusters Score -1897632 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 15007 members 
Entering Unmasked Estep 
Score: -1897669.000000 Penalty: 3172.644043
	Iteration 18Q: 3 clusters Score -1897669 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 15065 members 
Entering Unmasked Estep 
Score: -1897708.375000 Penalty: 3172.644043
	Iteration 19Q: 3 clusters Score -1897708 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 15127 members 
Entering Unmasked Estep 
Score: -1897766.875000 Penalty: 3172.644043
	Iteration 20F: 3 clusters Score -1897767 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 15168 members 
Entering Unmasked Estep 
Score: -1897810.375000 Penalty: 3172.644043
	Iteration 21Q: 3 clusters Score -1897810 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 15199 members 
Entering Unmasked Estep 
Score: -1897826.875000 Penalty: 3172.644043
	Iteration 22Q: 3 clusters Score -1897827 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 15223 members 
Entering Unmasked Estep 
Score: -1897831.000000 Penalty: 3172.644043
	Iteration 23Q: 3 clusters Score -1897831 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 15241 members 
Entering Unmasked Estep 
Score: -1897835.500000 Penalty: 3172.644043
	Iteration 24Q: 3 clusters Score -1897836 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 15255 members 
Entering Unmasked Estep 
Score: -1897838.250000 Penalty: 3172.644043
	Iteration 25Q: 3 clusters Score -1897838 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 15262 members 
Entering Unmasked Estep 
Score: -1897840.625000 Penalty: 3172.644043
	Iteration 26Q: 3 clusters Score -1897841 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 15269 members 
Entering Unmasked Estep 
Score: -1897846.500000 Penalty: 3172.644043
	Iteration 27Q: 3 clusters Score -1897846 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 15286 members 
Entering Unmasked Estep 
Score: -1897851.750000 Penalty: 3172.644043
	Iteration 28Q: 3 clusters Score -1897852 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 15303 members 
Entering Unmasked Estep 
Score: -1897861.750000 Penalty: 3172.644043
	Iteration 29Q: 3 clusters Score -1897862 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 15314 members 
Entering Unmasked Estep 
Score: -1897858.750000 Penalty: 3172.644043
	Iteration 30Q: 3 clusters Score -1897859 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 15324 members 
Entering Unmasked Estep 
Score: -1897860.125000 Penalty: 3172.644043
	Iteration 31Q: 3 clusters Score -1897860 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 15330 members 
Entering Unmasked Estep 
Score: -1897867.375000 Penalty: 3172.644043
	Iteration 32Q: 3 clusters Score -1897867 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 15334 members 
Entering Unmasked Estep 
Score: -1897868.125000 Penalty: 3172.644043
	Iteration 33Q: 3 clusters Score -1897868 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 15335 members 
Entering Unmasked Estep 
Score: -1897868.000000 Penalty: 3172.644043
	Iteration 34Q: 3 clusters Score -1897868 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 15337 members 
Entering Unmasked Estep 
Score: -1897870.375000 Penalty: 3172.644043
	Iteration 35Q: 3 clusters Score -1897870 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 15343 members 
Entering Unmasked Estep 
Score: -1897873.250000 Penalty: 3172.644043
	Iteration 36Q: 3 clusters Score -1897873 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 15345 members 
Entering Unmasked Estep 
Score: -1897873.250000 Penalty: 3172.644043
	Iteration 37Q: 3 clusters Score -1897873 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 15345 members 
Entering Unmasked Estep 
Score: -1897873.250000 Penalty: 3172.644043
	Iteration 38Q: 3 clusters Score -1897873 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 15345 members 
Entering Unmasked Estep 
Score: -1897873.250000 Penalty: 3172.644043
	Iteration 39F: 3 clusters Score -1897873 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 8313 members 
Mstep: Class 3 contains 106848 members 
Mstep: Class 4 contains 9436 members 
Mstep: Class 5 contains 1731 members 
Mstep: Class 6 contains 38925 members 
Mstep: Class 7 contains 27874 members 
Mstep: Class 8 contains 7801 members 
Mstep: Class 9 contains 22787 members 
Mstep: Class 10 contains 20160 members 
Mstep: Class 11 contains 3928 members 
Mstep: Class 12 contains 6403 members 
Mstep: Class 13 contains 10292 members 
Mstep: Class 14 contains 30836 members 
Mstep: Class 15 contains 58471 members 
Mstep: Class 16 contains 4147 members 
Mstep: Class 17 contains 5906 members 
Mstep: Class 18 contains 59145 members 
Mstep: Class 19 contains 1132 members 
Mstep: Class 20 contains 2016 members 
Mstep: Class 21 contains 2220 members 
Mstep: Class 22 contains 19390 members 
Mstep: Class 23 contains 179058 members 
Mstep: Class 24 contains 41661 members 
Mstep: Class 25 contains 12292 members 
Mstep: Class 26 contains 6944 members 
Mstep: Class 27 contains 7788 members 
Mstep: Class 28 contains 1899 members 
Mstep: Class 29 contains 17250 members 
Mstep: Class 30 contains 50531 members 
Mstep: Class 31 contains 5521 members 
Mstep: Class 32 contains 34046 members 
Mstep: Class 33 contains 15345 members 
Entering Unmasked Estep 
Score: -100159984.000000 Penalty: 73025.601562
Splitting cluster 20 changes total score from -100130304.000000 to -100159984.000000
So it's getting split into cluster 33.
Entering ConstructFrom: 
Trying to split cluster 22 (19390 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19390 members 
Entering Unmasked Estep 
Score: -2403181.750000 Penalty: 1604.283325
	Iteration 0F: 2 clusters Score -2403182 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9735 members 
Mstep: Class 2 contains 9655 members 
Entering Unmasked Estep 
Score: -2390016.750000 Penalty: 3208.566650
	Iteration 0F: 3 clusters Score -2390017 nChanged 8738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10165 members 
Mstep: Class 2 contains 9225 members 
Entering Unmasked Estep 
Score: -2395227.000000 Penalty: 3208.566650
	Iteration 1F: 3 clusters Score -2395227 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10554 members 
Mstep: Class 2 contains 8836 members 
Entering Unmasked Estep 
Score: -2396697.000000 Penalty: 3208.566650
	Iteration 2F: 3 clusters Score -2396697 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11299 members 
Mstep: Class 2 contains 8091 members 
Entering Unmasked Estep 
Score: -2398015.000000 Penalty: 3208.566650
	Iteration 3F: 3 clusters Score -2398015 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12215 members 
Mstep: Class 2 contains 7175 members 
Entering Unmasked Estep 
Score: -2399107.000000 Penalty: 3208.566650
	Iteration 4F: 3 clusters Score -2399107 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13146 members 
Mstep: Class 2 contains 6244 members 
Entering Unmasked Estep 
Score: -2400014.000000 Penalty: 3208.566650
	Iteration 5F: 3 clusters Score -2400014 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14044 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -2400810.000000 Penalty: 3208.566650
	Iteration 6F: 3 clusters Score -2400810 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14805 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -2401582.500000 Penalty: 3208.566650
	Iteration 7Q: 3 clusters Score -2401582 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15421 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -2403153.750000 Penalty: 3208.566650
	Iteration 8Q: 3 clusters Score -2403154 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15559 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -2405016.500000 Penalty: 3208.566650
	Iteration 9Q: 3 clusters Score -2405016 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15036 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -2405698.000000 Penalty: 3208.566650
	Iteration 10Q: 3 clusters Score -2405698 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14284 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -2406421.750000 Penalty: 3208.566650
	Iteration 11Q: 3 clusters Score -2406422 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13311 members 
Mstep: Class 2 contains 6079 members 
Entering Unmasked Estep 
Score: -2407335.750000 Penalty: 3208.566650
	Iteration 12F: 3 clusters Score -2407336 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12044 members 
Mstep: Class 2 contains 7346 members 
Entering Unmasked Estep 
Score: -2408691.750000 Penalty: 3208.566650
	Iteration 13F: 3 clusters Score -2408692 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10453 members 
Mstep: Class 2 contains 8937 members 
Entering Unmasked Estep 
Score: -2410697.750000 Penalty: 3208.566650
	Iteration 14F: 3 clusters Score -2410698 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8686 members 
Mstep: Class 2 contains 10704 members 
Entering Unmasked Estep 
Score: -2413123.750000 Penalty: 3208.566650
	Iteration 15F: 3 clusters Score -2413124 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7053 members 
Mstep: Class 2 contains 12337 members 
Entering Unmasked Estep 
Score: -2415340.250000 Penalty: 3208.566650
	Iteration 16F: 3 clusters Score -2415340 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5919 members 
Mstep: Class 2 contains 13471 members 
Entering Unmasked Estep 
Score: -2416798.000000 Penalty: 3208.566650
	Iteration 17F: 3 clusters Score -2416798 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 14195 members 
Entering Unmasked Estep 
Score: -2417556.000000 Penalty: 3208.566650
	Iteration 18Q: 3 clusters Score -2417556 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 14687 members 
Entering Unmasked Estep 
Score: -2418021.500000 Penalty: 3208.566650
	Iteration 19Q: 3 clusters Score -2418022 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 15047 members 
Entering Unmasked Estep 
Score: -2418363.000000 Penalty: 3208.566650
	Iteration 20F: 3 clusters Score -2418363 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 15357 members 
Entering Unmasked Estep 
Score: -2418658.500000 Penalty: 3208.566650
	Iteration 21Q: 3 clusters Score -2418658 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 15590 members 
Entering Unmasked Estep 
Score: -2419010.750000 Penalty: 3208.566650
	Iteration 22Q: 3 clusters Score -2419011 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 15819 members 
Entering Unmasked Estep 
Score: -2419543.500000 Penalty: 3208.566650
	Iteration 23Q: 3 clusters Score -2419544 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 15973 members 
Entering Unmasked Estep 
Score: -2419909.750000 Penalty: 3208.566650
	Iteration 24Q: 3 clusters Score -2419910 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 16078 members 
Entering Unmasked Estep 
Score: -2420045.000000 Penalty: 3208.566650
	Iteration 25Q: 3 clusters Score -2420045 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 16156 members 
Entering Unmasked Estep 
Score: -2420114.750000 Penalty: 3208.566650
	Iteration 26Q: 3 clusters Score -2420115 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 16226 members 
Entering Unmasked Estep 
Score: -2420168.750000 Penalty: 3208.566650
	Iteration 27Q: 3 clusters Score -2420169 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 16286 members 
Entering Unmasked Estep 
Score: -2420210.750000 Penalty: 3208.566650
	Iteration 28Q: 3 clusters Score -2420211 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 16326 members 
Entering Unmasked Estep 
Score: -2420231.750000 Penalty: 3208.566650
	Iteration 29Q: 3 clusters Score -2420232 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 16355 members 
Entering Unmasked Estep 
Score: -2420243.000000 Penalty: 3208.566650
	Iteration 30Q: 3 clusters Score -2420243 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 16379 members 
Entering Unmasked Estep 
Score: -2420254.750000 Penalty: 3208.566650
	Iteration 31Q: 3 clusters Score -2420255 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 16396 members 
Entering Unmasked Estep 
Score: -2420259.250000 Penalty: 3208.566650
	Iteration 32Q: 3 clusters Score -2420259 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 16408 members 
Entering Unmasked Estep 
Score: -2420262.500000 Penalty: 3208.566650
	Iteration 33Q: 3 clusters Score -2420262 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 16416 members 
Entering Unmasked Estep 
Score: -2420263.250000 Penalty: 3208.566650
	Iteration 34Q: 3 clusters Score -2420263 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 16420 members 
Entering Unmasked Estep 
Score: -2420264.750000 Penalty: 3208.566650
	Iteration 35Q: 3 clusters Score -2420265 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 16423 members 
Entering Unmasked Estep 
Score: -2420265.500000 Penalty: 3208.566650
	Iteration 36Q: 3 clusters Score -2420266 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 16425 members 
Entering Unmasked Estep 
Score: -2420266.750000 Penalty: 3208.566650
	Iteration 37Q: 3 clusters Score -2420267 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 16427 members 
Entering Unmasked Estep 
Score: -2420266.000000 Penalty: 3208.566650
	Iteration 38Q: 3 clusters Score -2420266 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 16429 members 
Entering Unmasked Estep 
Score: -2420264.000000 Penalty: 3208.566650
	Iteration 39Q: 3 clusters Score -2420264 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 16433 members 
Entering Unmasked Estep 
Score: -2420261.500000 Penalty: 3208.566650
	Iteration 40F: 3 clusters Score -2420262 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 16435 members 
Entering Unmasked Estep 
Score: -2420259.750000 Penalty: 3208.566650
	Iteration 41Q: 3 clusters Score -2420260 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 16437 members 
Entering Unmasked Estep 
Score: -2420260.750000 Penalty: 3208.566650
	Iteration 42Q: 3 clusters Score -2420261 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 16438 members 
Entering Unmasked Estep 
Score: -2420260.500000 Penalty: 3208.566650
	Iteration 43Q: 3 clusters Score -2420260 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 16439 members 
Entering Unmasked Estep 
Score: -2420260.750000 Penalty: 3208.566650
	Iteration 44Q: 3 clusters Score -2420261 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 16442 members 
Entering Unmasked Estep 
Score: -2420262.000000 Penalty: 3208.566650
	Iteration 45Q: 3 clusters Score -2420262 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 16446 members 
Entering Unmasked Estep 
Score: -2420259.750000 Penalty: 3208.566650
	Iteration 46Q: 3 clusters Score -2420260 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 16447 members 
Entering Unmasked Estep 
Score: -2420260.500000 Penalty: 3208.566650
	Iteration 47Q: 3 clusters Score -2420260 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 16450 members 
Entering Unmasked Estep 
Score: -2420262.000000 Penalty: 3208.566650
	Iteration 48Q: 3 clusters Score -2420262 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 16453 members 
Entering Unmasked Estep 
Score: -2420261.750000 Penalty: 3208.566650
	Iteration 49Q: 3 clusters Score -2420262 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 16455 members 
Entering Unmasked Estep 
Score: -2420258.250000 Penalty: 3208.566650
	Iteration 50Q: 3 clusters Score -2420258 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 16456 members 
Entering Unmasked Estep 
Score: -2420262.750000 Penalty: 3208.566650
	Iteration 51Q: 3 clusters Score -2420263 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 16456 members 
Entering Unmasked Estep 
Score: -2420262.750000 Penalty: 3208.566650
	Iteration 52F: 3 clusters Score -2420263 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 8313 members 
Mstep: Class 3 contains 106848 members 
Mstep: Class 4 contains 9436 members 
Mstep: Class 5 contains 1731 members 
Mstep: Class 6 contains 38925 members 
Mstep: Class 7 contains 27874 members 
Mstep: Class 8 contains 7801 members 
Mstep: Class 9 contains 22787 members 
Mstep: Class 10 contains 20160 members 
Mstep: Class 11 contains 3928 members 
Mstep: Class 12 contains 6403 members 
Mstep: Class 13 contains 10292 members 
Mstep: Class 14 contains 30836 members 
Mstep: Class 15 contains 58471 members 
Mstep: Class 16 contains 4147 members 
Mstep: Class 17 contains 5906 members 
Mstep: Class 18 contains 59145 members 
Mstep: Class 19 contains 1132 members 
Mstep: Class 20 contains 2016 members 
Mstep: Class 21 contains 2220 members 
Mstep: Class 22 contains 2934 members 
Mstep: Class 23 contains 179058 members 
Mstep: Class 24 contains 41661 members 
Mstep: Class 25 contains 12292 members 
Mstep: Class 26 contains 6944 members 
Mstep: Class 27 contains 7788 members 
Mstep: Class 28 contains 1899 members 
Mstep: Class 29 contains 17250 members 
Mstep: Class 30 contains 50531 members 
Mstep: Class 31 contains 5521 members 
Mstep: Class 32 contains 34046 members 
Mstep: Class 33 contains 15345 members 
Mstep: Class 34 contains 16456 members 
Entering Unmasked Estep 
Score: -100176592.000000 Penalty: 75238.500000
Splitting cluster 22 changes total score from -100130304.000000 to -100176592.000000
So it's getting split into cluster 34.
Entering ConstructFrom: 
Trying to split cluster 23 (179058 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179058 members 
Entering Unmasked Estep 
Score: -22921656.000000 Penalty: 1965.513062
	Iteration 0F: 2 clusters Score -2.292166e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89539 members 
Mstep: Class 2 contains 89519 members 
Entering Unmasked Estep 
Score: -22853878.000000 Penalty: 3931.026123
	Iteration 0F: 3 clusters Score -2.285388e+07 nChanged 86561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87398 members 
Mstep: Class 2 contains 91660 members 
Entering Unmasked Estep 
Score: -22905286.000000 Penalty: 3931.026123
	Iteration 1F: 3 clusters Score -2.290529e+07 nChanged 6836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84890 members 
Mstep: Class 2 contains 94168 members 
Entering Unmasked Estep 
Score: -22907156.000000 Penalty: 3931.026123
	Iteration 2Q: 3 clusters Score -2.290716e+07 nChanged 8213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81123 members 
Mstep: Class 2 contains 97935 members 
Entering Unmasked Estep 
Score: -22910428.000000 Penalty: 3931.026123
	Iteration 3Q: 3 clusters Score -2.291043e+07 nChanged 10005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75948 members 
Mstep: Class 2 contains 103110 members 
Entering Unmasked Estep 
Score: -22915546.000000 Penalty: 3931.026123
	Iteration 4F: 3 clusters Score -2.291555e+07 nChanged 12138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69498 members 
Mstep: Class 2 contains 109560 members 
Entering Unmasked Estep 
Score: -22922932.000000 Penalty: 3931.026123
	Iteration 5F: 3 clusters Score -2.292293e+07 nChanged 13187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62783 members 
Mstep: Class 2 contains 116275 members 
Entering Unmasked Estep 
Score: -22932416.000000 Penalty: 3931.026123
	Iteration 6F: 3 clusters Score -2.293242e+07 nChanged 12330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57323 members 
Mstep: Class 2 contains 121735 members 
Entering Unmasked Estep 
Score: -22941778.000000 Penalty: 3931.026123
	Iteration 7F: 3 clusters Score -2.294178e+07 nChanged 10128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53917 members 
Mstep: Class 2 contains 125141 members 
Entering Unmasked Estep 
Score: -22947372.000000 Penalty: 3931.026123
	Iteration 8F: 3 clusters Score -2.294737e+07 nChanged 7010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51871 members 
Mstep: Class 2 contains 127187 members 
Entering Unmasked Estep 
Score: -22950472.000000 Penalty: 3931.026123
	Iteration 9Q: 3 clusters Score -2.295047e+07 nChanged 4855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50226 members 
Mstep: Class 2 contains 128832 members 
Entering Unmasked Estep 
Score: -22952432.000000 Penalty: 3931.026123
	Iteration 10Q: 3 clusters Score -2.295243e+07 nChanged 3786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48618 members 
Mstep: Class 2 contains 130440 members 
Entering Unmasked Estep 
Score: -22954078.000000 Penalty: 3931.026123
	Iteration 11Q: 3 clusters Score -2.295408e+07 nChanged 3435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47089 members 
Mstep: Class 2 contains 131969 members 
Entering Unmasked Estep 
Score: -22955922.000000 Penalty: 3931.026123
	Iteration 12Q: 3 clusters Score -2.295592e+07 nChanged 3300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45391 members 
Mstep: Class 2 contains 133667 members 
Entering Unmasked Estep 
Score: -22957676.000000 Penalty: 3931.026123
	Iteration 13Q: 3 clusters Score -2.295768e+07 nChanged 3051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43624 members 
Mstep: Class 2 contains 135434 members 
Entering Unmasked Estep 
Score: -22959080.000000 Penalty: 3931.026123
	Iteration 14Q: 3 clusters Score -2.295908e+07 nChanged 2583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41953 members 
Mstep: Class 2 contains 137105 members 
Entering Unmasked Estep 
Score: -22960106.000000 Penalty: 3931.026123
	Iteration 15Q: 3 clusters Score -2.296011e+07 nChanged 2222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40331 members 
Mstep: Class 2 contains 138727 members 
Entering Unmasked Estep 
Score: -22960736.000000 Penalty: 3931.026123
	Iteration 16Q: 3 clusters Score -2.296074e+07 nChanged 1941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38712 members 
Mstep: Class 2 contains 140346 members 
Entering Unmasked Estep 
Score: -22961088.000000 Penalty: 3931.026123
	Iteration 17Q: 3 clusters Score -2.296109e+07 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37271 members 
Mstep: Class 2 contains 141787 members 
Entering Unmasked Estep 
Score: -22961192.000000 Penalty: 3931.026123
	Iteration 18Q: 3 clusters Score -2.296119e+07 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36031 members 
Mstep: Class 2 contains 143027 members 
Entering Unmasked Estep 
Score: -22961070.000000 Penalty: 3931.026123
	Iteration 19Q: 3 clusters Score -2.296107e+07 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34918 members 
Mstep: Class 2 contains 144140 members 
Entering Unmasked Estep 
Score: -22960668.000000 Penalty: 3931.026123
	Iteration 20F: 3 clusters Score -2.296067e+07 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33976 members 
Mstep: Class 2 contains 145082 members 
Entering Unmasked Estep 
Score: -22960258.000000 Penalty: 3931.026123
	Iteration 21Q: 3 clusters Score -2.296026e+07 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33138 members 
Mstep: Class 2 contains 145920 members 
Entering Unmasked Estep 
Score: -22959912.000000 Penalty: 3931.026123
	Iteration 22Q: 3 clusters Score -2.295991e+07 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32371 members 
Mstep: Class 2 contains 146687 members 
Entering Unmasked Estep 
Score: -22959630.000000 Penalty: 3931.026123
	Iteration 23Q: 3 clusters Score -2.295963e+07 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31723 members 
Mstep: Class 2 contains 147335 members 
Entering Unmasked Estep 
Score: -22959416.000000 Penalty: 3931.026123
	Iteration 24Q: 3 clusters Score -2.295942e+07 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31177 members 
Mstep: Class 2 contains 147881 members 
Entering Unmasked Estep 
Score: -22959036.000000 Penalty: 3931.026123
	Iteration 25Q: 3 clusters Score -2.295904e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30708 members 
Mstep: Class 2 contains 148350 members 
Entering Unmasked Estep 
Score: -22958678.000000 Penalty: 3931.026123
	Iteration 26Q: 3 clusters Score -2.295868e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30313 members 
Mstep: Class 2 contains 148745 members 
Entering Unmasked Estep 
Score: -22958384.000000 Penalty: 3931.026123
	Iteration 27Q: 3 clusters Score -2.295838e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29973 members 
Mstep: Class 2 contains 149085 members 
Entering Unmasked Estep 
Score: -22958194.000000 Penalty: 3931.026123
	Iteration 28Q: 3 clusters Score -2.295819e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29685 members 
Mstep: Class 2 contains 149373 members 
Entering Unmasked Estep 
Score: -22957960.000000 Penalty: 3931.026123
	Iteration 29Q: 3 clusters Score -2.295796e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29437 members 
Mstep: Class 2 contains 149621 members 
Entering Unmasked Estep 
Score: -22957792.000000 Penalty: 3931.026123
	Iteration 30Q: 3 clusters Score -2.295779e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29215 members 
Mstep: Class 2 contains 149843 members 
Entering Unmasked Estep 
Score: -22957656.000000 Penalty: 3931.026123
	Iteration 31Q: 3 clusters Score -2.295766e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29043 members 
Mstep: Class 2 contains 150015 members 
Entering Unmasked Estep 
Score: -22957536.000000 Penalty: 3931.026123
	Iteration 32Q: 3 clusters Score -2.295754e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28894 members 
Mstep: Class 2 contains 150164 members 
Entering Unmasked Estep 
Score: -22957466.000000 Penalty: 3931.026123
	Iteration 33Q: 3 clusters Score -2.295747e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28772 members 
Mstep: Class 2 contains 150286 members 
Entering Unmasked Estep 
Score: -22957370.000000 Penalty: 3931.026123
	Iteration 34Q: 3 clusters Score -2.295737e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28664 members 
Mstep: Class 2 contains 150394 members 
Entering Unmasked Estep 
Score: -22957300.000000 Penalty: 3931.026123
	Iteration 35Q: 3 clusters Score -2.29573e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28582 members 
Mstep: Class 2 contains 150476 members 
Entering Unmasked Estep 
Score: -22957260.000000 Penalty: 3931.026123
	Iteration 36Q: 3 clusters Score -2.295726e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28522 members 
Mstep: Class 2 contains 150536 members 
Entering Unmasked Estep 
Score: -22957210.000000 Penalty: 3931.026123
	Iteration 37Q: 3 clusters Score -2.295721e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28467 members 
Mstep: Class 2 contains 150591 members 
Entering Unmasked Estep 
Score: -22957168.000000 Penalty: 3931.026123
	Iteration 38Q: 3 clusters Score -2.295717e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28411 members 
Mstep: Class 2 contains 150647 members 
Entering Unmasked Estep 
Score: -22957178.000000 Penalty: 3931.026123
	Iteration 39Q: 3 clusters Score -2.295718e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28368 members 
Mstep: Class 2 contains 150690 members 
Entering Unmasked Estep 
Score: -22957148.000000 Penalty: 3931.026123
	Iteration 40F: 3 clusters Score -2.295715e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28337 members 
Mstep: Class 2 contains 150721 members 
Entering Unmasked Estep 
Score: -22957128.000000 Penalty: 3931.026123
	Iteration 41Q: 3 clusters Score -2.295713e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28322 members 
Mstep: Class 2 contains 150736 members 
Entering Unmasked Estep 
Score: -22957122.000000 Penalty: 3931.026123
	Iteration 42Q: 3 clusters Score -2.295712e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28310 members 
Mstep: Class 2 contains 150748 members 
Entering Unmasked Estep 
Score: -22957110.000000 Penalty: 3931.026123
	Iteration 43Q: 3 clusters Score -2.295711e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28300 members 
Mstep: Class 2 contains 150758 members 
Entering Unmasked Estep 
Score: -22957120.000000 Penalty: 3931.026123
	Iteration 44Q: 3 clusters Score -2.295712e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28287 members 
Mstep: Class 2 contains 150771 members 
Entering Unmasked Estep 
Score: -22957110.000000 Penalty: 3931.026123
	Iteration 45Q: 3 clusters Score -2.295711e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28280 members 
Mstep: Class 2 contains 150778 members 
Entering Unmasked Estep 
Score: -22957098.000000 Penalty: 3931.026123
	Iteration 46Q: 3 clusters Score -2.29571e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28275 members 
Mstep: Class 2 contains 150783 members 
Entering Unmasked Estep 
Score: -22957098.000000 Penalty: 3931.026123
	Iteration 47Q: 3 clusters Score -2.29571e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28270 members 
Mstep: Class 2 contains 150788 members 
Entering Unmasked Estep 
Score: -22957088.000000 Penalty: 3931.026123
	Iteration 48Q: 3 clusters Score -2.295709e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28267 members 
Mstep: Class 2 contains 150791 members 
Entering Unmasked Estep 
Score: -22957080.000000 Penalty: 3931.026123
	Iteration 49Q: 3 clusters Score -2.295708e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28263 members 
Mstep: Class 2 contains 150795 members 
Entering Unmasked Estep 
Score: -22957090.000000 Penalty: 3931.026123
	Iteration 50Q: 3 clusters Score -2.295709e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28258 members 
Mstep: Class 2 contains 150800 members 
Entering Unmasked Estep 
Score: -22957078.000000 Penalty: 3931.026123
	Iteration 51Q: 3 clusters Score -2.295708e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28253 members 
Mstep: Class 2 contains 150805 members 
Entering Unmasked Estep 
Score: -22957066.000000 Penalty: 3931.026123
	Iteration 52Q: 3 clusters Score -2.295707e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28245 members 
Mstep: Class 2 contains 150813 members 
Entering Unmasked Estep 
Score: -22957068.000000 Penalty: 3931.026123
	Iteration 53Q: 3 clusters Score -2.295707e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28236 members 
Mstep: Class 2 contains 150822 members 
Entering Unmasked Estep 
Score: -22957060.000000 Penalty: 3931.026123
	Iteration 54Q: 3 clusters Score -2.295706e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28230 members 
Mstep: Class 2 contains 150828 members 
Entering Unmasked Estep 
Score: -22957046.000000 Penalty: 3931.026123
	Iteration 55Q: 3 clusters Score -2.295705e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28225 members 
Mstep: Class 2 contains 150833 members 
Entering Unmasked Estep 
Score: -22957040.000000 Penalty: 3931.026123
	Iteration 56Q: 3 clusters Score -2.295704e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28219 members 
Mstep: Class 2 contains 150839 members 
Entering Unmasked Estep 
Score: -22957028.000000 Penalty: 3931.026123
	Iteration 57Q: 3 clusters Score -2.295703e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28215 members 
Mstep: Class 2 contains 150843 members 
Entering Unmasked Estep 
Score: -22957026.000000 Penalty: 3931.026123
	Iteration 58Q: 3 clusters Score -2.295703e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28207 members 
Mstep: Class 2 contains 150851 members 
Entering Unmasked Estep 
Score: -22957020.000000 Penalty: 3931.026123
	Iteration 59Q: 3 clusters Score -2.295702e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28203 members 
Mstep: Class 2 contains 150855 members 
Entering Unmasked Estep 
Score: -22957006.000000 Penalty: 3931.026123
	Iteration 60F: 3 clusters Score -2.295701e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28201 members 
Mstep: Class 2 contains 150857 members 
Entering Unmasked Estep 
Score: -22957004.000000 Penalty: 3931.026123
	Iteration 61Q: 3 clusters Score -2.2957e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28197 members 
Mstep: Class 2 contains 150861 members 
Entering Unmasked Estep 
Score: -22957000.000000 Penalty: 3931.026123
	Iteration 62Q: 3 clusters Score -2.2957e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28195 members 
Mstep: Class 2 contains 150863 members 
Entering Unmasked Estep 
Score: -22956996.000000 Penalty: 3931.026123
	Iteration 63Q: 3 clusters Score -2.2957e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28194 members 
Mstep: Class 2 contains 150864 members 
Entering Unmasked Estep 
Score: -22956998.000000 Penalty: 3931.026123
	Iteration 64Q: 3 clusters Score -2.2957e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28194 members 
Mstep: Class 2 contains 150864 members 
Entering Unmasked Estep 
Score: -22956998.000000 Penalty: 3931.026123
	Iteration 65F: 3 clusters Score -2.2957e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 8313 members 
Mstep: Class 3 contains 106848 members 
Mstep: Class 4 contains 9436 members 
Mstep: Class 5 contains 1731 members 
Mstep: Class 6 contains 38925 members 
Mstep: Class 7 contains 27874 members 
Mstep: Class 8 contains 7801 members 
Mstep: Class 9 contains 22787 members 
Mstep: Class 10 contains 20160 members 
Mstep: Class 11 contains 3928 members 
Mstep: Class 12 contains 6403 members 
Mstep: Class 13 contains 10292 members 
Mstep: Class 14 contains 30836 members 
Mstep: Class 15 contains 58471 members 
Mstep: Class 16 contains 4147 members 
Mstep: Class 17 contains 5906 members 
Mstep: Class 18 contains 59145 members 
Mstep: Class 19 contains 1132 members 
Mstep: Class 20 contains 2016 members 
Mstep: Class 21 contains 2220 members 
Mstep: Class 22 contains 2934 members 
Mstep: Class 23 contains 28194 members 
Mstep: Class 24 contains 41661 members 
Mstep: Class 25 contains 12292 members 
Mstep: Class 26 contains 6944 members 
Mstep: Class 27 contains 7788 members 
Mstep: Class 28 contains 1899 members 
Mstep: Class 29 contains 17250 members 
Mstep: Class 30 contains 50531 members 
Mstep: Class 31 contains 5521 members 
Mstep: Class 32 contains 34046 members 
Mstep: Class 33 contains 15345 members 
Mstep: Class 34 contains 16456 members 
Mstep: Class 35 contains 150864 members 
Entering Unmasked Estep 
Score: -100211176.000000 Penalty: 77451.398438
Splitting cluster 23 changes total score from -100130304.000000 to -100211176.000000
So it's getting split into cluster 35.
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 8313 members 
Mstep: Class 3 contains 106848 members 
Mstep: Class 4 contains 9436 members 
Mstep: Class 5 contains 1731 members 
Mstep: Class 6 contains 38925 members 
Mstep: Class 7 contains 27874 members 
Mstep: Class 8 contains 7801 members 
Mstep: Class 9 contains 22787 members 
Mstep: Class 10 contains 20160 members 
Mstep: Class 11 contains 3928 members 
Mstep: Class 12 contains 6403 members 
Mstep: Class 13 contains 10292 members 
Mstep: Class 14 contains 30836 members 
Mstep: Class 15 contains 58471 members 
Mstep: Class 16 contains 4147 members 
Mstep: Class 17 contains 5906 members 
Mstep: Class 18 contains 59145 members 
Mstep: Class 19 contains 1132 members 
Mstep: Class 20 contains 2016 members 
Mstep: Class 22 contains 2934 members 
Mstep: Class 23 contains 28194 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100231944.000000 Penalty: 77451.398438
Iteration 39Q: 36 clusters Score -1.002319e+08 nChanged 27144
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 9213 members 
Mstep: Class 3 contains 106567 members 
Mstep: Class 4 contains 9904 members 
Mstep: Class 5 contains 2077 members 
Mstep: Class 6 contains 38783 members 
Mstep: Class 7 contains 28536 members 
Mstep: Class 8 contains 7821 members 
Mstep: Class 9 contains 22036 members 
Mstep: Class 10 contains 20497 members 
Mstep: Class 11 contains 4230 members 
Mstep: Class 12 contains 6612 members 
Mstep: Class 13 contains 11635 members 
Mstep: Class 14 contains 31835 members 
Mstep: Class 15 contains 59979 members 
Mstep: Class 16 contains 4161 members 
Mstep: Class 17 contains 6045 members 
Mstep: Class 18 contains 58759 members 
Mstep: Class 19 contains 1281 members 
Mstep: Class 20 contains 2153 members 
Mstep: Class 21 contains 2241 members 
Mstep: Class 22 contains 3143 members 
Mstep: Class 23 contains 29765 members 
Mstep: Class 24 contains 39228 members 
Mstep: Class 25 contains 12256 members 
Mstep: Class 26 contains 7123 members 
Mstep: Class 27 contains 7378 members 
Mstep: Class 28 contains 1861 members 
Mstep: Class 29 contains 16994 members 
Mstep: Class 30 contains 49773 members 
Mstep: Class 31 contains 5260 members 
Mstep: Class 32 contains 33877 members 
Mstep: Class 33 contains 13865 members 
Mstep: Class 34 contains 16079 members 
Mstep: Class 35 contains 149128 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100248256.000000 Penalty: 77451.398438
Iteration 40F: 36 clusters Score -1.002483e+08 nChanged 20164
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 9496 members 
Mstep: Class 3 contains 106157 members 
Mstep: Class 4 contains 10153 members 
Mstep: Class 5 contains 2223 members 
Mstep: Class 6 contains 38442 members 
Mstep: Class 7 contains 28163 members 
Mstep: Class 8 contains 7817 members 
Mstep: Class 9 contains 21149 members 
Mstep: Class 10 contains 20422 members 
Mstep: Class 11 contains 4342 members 
Mstep: Class 12 contains 6419 members 
Mstep: Class 13 contains 12426 members 
Mstep: Class 14 contains 32257 members 
Mstep: Class 15 contains 57814 members 
Mstep: Class 16 contains 4106 members 
Mstep: Class 17 contains 6020 members 
Mstep: Class 18 contains 57901 members 
Mstep: Class 19 contains 1315 members 
Mstep: Class 20 contains 1900 members 
Mstep: Class 21 contains 2313 members 
Mstep: Class 22 contains 3190 members 
Mstep: Class 23 contains 30728 members 
Mstep: Class 24 contains 38383 members 
Mstep: Class 25 contains 12276 members 
Mstep: Class 26 contains 7323 members 
Mstep: Class 27 contains 7504 members 
Mstep: Class 28 contains 2166 members 
Mstep: Class 29 contains 17875 members 
Mstep: Class 30 contains 50231 members 
Mstep: Class 31 contains 5447 members 
Mstep: Class 32 contains 33874 members 
Mstep: Class 33 contains 13831 members 
Mstep: Class 34 contains 16305 members 
Mstep: Class 35 contains 150135 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100254808.000000 Penalty: 77451.398438
Iteration 41Q: 36 clusters Score -1.002548e+08 nChanged 11895
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 9618 members 
Mstep: Class 3 contains 105877 members 
Mstep: Class 4 contains 10384 members 
Mstep: Class 5 contains 2301 members 
Mstep: Class 6 contains 38174 members 
Mstep: Class 7 contains 27800 members 
Mstep: Class 8 contains 7810 members 
Mstep: Class 9 contains 20463 members 
Mstep: Class 10 contains 20430 members 
Mstep: Class 11 contains 4496 members 
Mstep: Class 12 contains 6234 members 
Mstep: Class 13 contains 13260 members 
Mstep: Class 14 contains 32752 members 
Mstep: Class 15 contains 56574 members 
Mstep: Class 16 contains 4074 members 
Mstep: Class 17 contains 6054 members 
Mstep: Class 18 contains 57200 members 
Mstep: Class 19 contains 1337 members 
Mstep: Class 20 contains 1909 members 
Mstep: Class 21 contains 2361 members 
Mstep: Class 22 contains 3222 members 
Mstep: Class 23 contains 31669 members 
Mstep: Class 24 contains 37602 members 
Mstep: Class 25 contains 12308 members 
Mstep: Class 26 contains 7465 members 
Mstep: Class 27 contains 7539 members 
Mstep: Class 28 contains 2239 members 
Mstep: Class 29 contains 18414 members 
Mstep: Class 30 contains 50447 members 
Mstep: Class 31 contains 5652 members 
Mstep: Class 32 contains 33801 members 
Mstep: Class 33 contains 13678 members 
Mstep: Class 34 contains 16400 members 
Mstep: Class 35 contains 150565 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100258272.000000 Penalty: 77451.398438
Iteration 42Q: 36 clusters Score -1.002583e+08 nChanged 9277
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 9645 members 
Mstep: Class 3 contains 105621 members 
Mstep: Class 4 contains 10569 members 
Mstep: Class 5 contains 2361 members 
Mstep: Class 6 contains 37955 members 
Mstep: Class 7 contains 27391 members 
Mstep: Class 8 contains 7826 members 
Mstep: Class 9 contains 19946 members 
Mstep: Class 10 contains 20498 members 
Mstep: Class 11 contains 4641 members 
Mstep: Class 12 contains 6026 members 
Mstep: Class 13 contains 14071 members 
Mstep: Class 14 contains 33253 members 
Mstep: Class 15 contains 55678 members 
Mstep: Class 16 contains 4066 members 
Mstep: Class 17 contains 6119 members 
Mstep: Class 18 contains 56595 members 
Mstep: Class 19 contains 1344 members 
Mstep: Class 20 contains 1948 members 
Mstep: Class 21 contains 2419 members 
Mstep: Class 22 contains 3247 members 
Mstep: Class 23 contains 32566 members 
Mstep: Class 24 contains 36942 members 
Mstep: Class 25 contains 12332 members 
Mstep: Class 26 contains 7585 members 
Mstep: Class 27 contains 7552 members 
Mstep: Class 28 contains 2279 members 
Mstep: Class 29 contains 18827 members 
Mstep: Class 30 contains 50532 members 
Mstep: Class 31 contains 5792 members 
Mstep: Class 32 contains 33733 members 
Mstep: Class 33 contains 13480 members 
Mstep: Class 34 contains 16469 members 
Mstep: Class 35 contains 150799 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100261144.000000 Penalty: 77451.398438
Iteration 43Q: 36 clusters Score -1.002611e+08 nChanged 7663
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 9652 members 
Mstep: Class 3 contains 105368 members 
Mstep: Class 4 contains 10751 members 
Mstep: Class 5 contains 2402 members 
Mstep: Class 6 contains 37771 members 
Mstep: Class 7 contains 26900 members 
Mstep: Class 8 contains 7827 members 
Mstep: Class 9 contains 19572 members 
Mstep: Class 10 contains 20591 members 
Mstep: Class 11 contains 4768 members 
Mstep: Class 12 contains 5818 members 
Mstep: Class 13 contains 14768 members 
Mstep: Class 14 contains 33709 members 
Mstep: Class 15 contains 55047 members 
Mstep: Class 16 contains 4074 members 
Mstep: Class 17 contains 6184 members 
Mstep: Class 18 contains 56098 members 
Mstep: Class 19 contains 1342 members 
Mstep: Class 20 contains 1991 members 
Mstep: Class 21 contains 2472 members 
Mstep: Class 22 contains 3256 members 
Mstep: Class 23 contains 33456 members 
Mstep: Class 24 contains 36330 members 
Mstep: Class 25 contains 12351 members 
Mstep: Class 26 contains 7684 members 
Mstep: Class 27 contains 7579 members 
Mstep: Class 28 contains 2317 members 
Mstep: Class 29 contains 19156 members 
Mstep: Class 30 contains 50603 members 
Mstep: Class 31 contains 5858 members 
Mstep: Class 32 contains 33718 members 
Mstep: Class 33 contains 13315 members 
Mstep: Class 34 contains 16518 members 
Mstep: Class 35 contains 150861 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100262824.000000 Penalty: 77451.398438
Iteration 44Q: 36 clusters Score -1.002628e+08 nChanged 6833
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 9639 members 
Mstep: Class 3 contains 105087 members 
Mstep: Class 4 contains 10916 members 
Mstep: Class 5 contains 2416 members 
Mstep: Class 6 contains 37628 members 
Mstep: Class 7 contains 26318 members 
Mstep: Class 8 contains 7819 members 
Mstep: Class 9 contains 19290 members 
Mstep: Class 10 contains 20716 members 
Mstep: Class 11 contains 4876 members 
Mstep: Class 12 contains 5598 members 
Mstep: Class 13 contains 15402 members 
Mstep: Class 14 contains 34161 members 
Mstep: Class 15 contains 54573 members 
Mstep: Class 16 contains 4080 members 
Mstep: Class 17 contains 6251 members 
Mstep: Class 18 contains 55671 members 
Mstep: Class 19 contains 1363 members 
Mstep: Class 20 contains 2014 members 
Mstep: Class 21 contains 2519 members 
Mstep: Class 22 contains 3264 members 
Mstep: Class 23 contains 34325 members 
Mstep: Class 24 contains 35789 members 
Mstep: Class 25 contains 12375 members 
Mstep: Class 26 contains 7774 members 
Mstep: Class 27 contains 7614 members 
Mstep: Class 28 contains 2347 members 
Mstep: Class 29 contains 19411 members 
Mstep: Class 30 contains 50611 members 
Mstep: Class 31 contains 5896 members 
Mstep: Class 32 contains 33739 members 
Mstep: Class 33 contains 13187 members 
Mstep: Class 34 contains 16549 members 
Mstep: Class 35 contains 150887 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100265048.000000 Penalty: 77451.398438
Iteration 45Q: 36 clusters Score -1.00265e+08 nChanged 6294
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 9637 members 
Mstep: Class 3 contains 104791 members 
Mstep: Class 4 contains 11048 members 
Mstep: Class 5 contains 2429 members 
Mstep: Class 6 contains 37490 members 
Mstep: Class 7 contains 25679 members 
Mstep: Class 8 contains 7817 members 
Mstep: Class 9 contains 19102 members 
Mstep: Class 10 contains 20908 members 
Mstep: Class 11 contains 4981 members 
Mstep: Class 12 contains 5397 members 
Mstep: Class 13 contains 16014 members 
Mstep: Class 14 contains 34588 members 
Mstep: Class 15 contains 54180 members 
Mstep: Class 16 contains 4089 members 
Mstep: Class 17 contains 6318 members 
Mstep: Class 18 contains 55270 members 
Mstep: Class 19 contains 1369 members 
Mstep: Class 20 contains 2033 members 
Mstep: Class 21 contains 2557 members 
Mstep: Class 22 contains 3267 members 
Mstep: Class 23 contains 35232 members 
Mstep: Class 24 contains 35238 members 
Mstep: Class 25 contains 12390 members 
Mstep: Class 26 contains 7856 members 
Mstep: Class 27 contains 7650 members 
Mstep: Class 28 contains 2375 members 
Mstep: Class 29 contains 19640 members 
Mstep: Class 30 contains 50556 members 
Mstep: Class 31 contains 5896 members 
Mstep: Class 32 contains 33764 members 
Mstep: Class 33 contains 13044 members 
Mstep: Class 34 contains 16573 members 
Mstep: Class 35 contains 150928 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100266240.000000 Penalty: 77451.398438
Iteration 46Q: 36 clusters Score -1.002662e+08 nChanged 6018
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 9615 members 
Mstep: Class 3 contains 104461 members 
Mstep: Class 4 contains 11159 members 
Mstep: Class 5 contains 2435 members 
Mstep: Class 6 contains 37363 members 
Mstep: Class 7 contains 25013 members 
Mstep: Class 8 contains 7825 members 
Mstep: Class 9 contains 18975 members 
Mstep: Class 10 contains 21149 members 
Mstep: Class 11 contains 5081 members 
Mstep: Class 12 contains 5196 members 
Mstep: Class 13 contains 16562 members 
Mstep: Class 14 contains 34990 members 
Mstep: Class 15 contains 53841 members 
Mstep: Class 16 contains 4114 members 
Mstep: Class 17 contains 6367 members 
Mstep: Class 18 contains 54878 members 
Mstep: Class 19 contains 1379 members 
Mstep: Class 20 contains 2059 members 
Mstep: Class 21 contains 2585 members 
Mstep: Class 22 contains 3268 members 
Mstep: Class 23 contains 36153 members 
Mstep: Class 24 contains 34751 members 
Mstep: Class 25 contains 12403 members 
Mstep: Class 26 contains 7921 members 
Mstep: Class 27 contains 7696 members 
Mstep: Class 28 contains 2389 members 
Mstep: Class 29 contains 19860 members 
Mstep: Class 30 contains 50482 members 
Mstep: Class 31 contains 5883 members 
Mstep: Class 32 contains 33800 members 
Mstep: Class 33 contains 12921 members 
Mstep: Class 34 contains 16583 members 
Mstep: Class 35 contains 150950 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100268000.000000 Penalty: 77451.398438
Iteration 47Q: 36 clusters Score -1.00268e+08 nChanged 5700
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 9599 members 
Mstep: Class 3 contains 104036 members 
Mstep: Class 4 contains 11241 members 
Mstep: Class 5 contains 2435 members 
Mstep: Class 6 contains 37221 members 
Mstep: Class 7 contains 24371 members 
Mstep: Class 8 contains 7830 members 
Mstep: Class 9 contains 18876 members 
Mstep: Class 10 contains 21400 members 
Mstep: Class 11 contains 5180 members 
Mstep: Class 12 contains 5013 members 
Mstep: Class 13 contains 16955 members 
Mstep: Class 14 contains 35345 members 
Mstep: Class 15 contains 53562 members 
Mstep: Class 16 contains 4139 members 
Mstep: Class 17 contains 6408 members 
Mstep: Class 18 contains 54531 members 
Mstep: Class 19 contains 1385 members 
Mstep: Class 20 contains 2097 members 
Mstep: Class 21 contains 2605 members 
Mstep: Class 22 contains 3269 members 
Mstep: Class 23 contains 37147 members 
Mstep: Class 24 contains 34323 members 
Mstep: Class 25 contains 12413 members 
Mstep: Class 26 contains 7977 members 
Mstep: Class 27 contains 7747 members 
Mstep: Class 28 contains 2403 members 
Mstep: Class 29 contains 20083 members 
Mstep: Class 30 contains 50446 members 
Mstep: Class 31 contains 5874 members 
Mstep: Class 32 contains 33846 members 
Mstep: Class 33 contains 12817 members 
Mstep: Class 34 contains 16592 members 
Mstep: Class 35 contains 150942 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100269288.000000 Penalty: 77451.398438
Iteration 48Q: 36 clusters Score -1.002693e+08 nChanged 5471
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 9593 members 
Mstep: Class 3 contains 103423 members 
Mstep: Class 4 contains 11291 members 
Mstep: Class 5 contains 2423 members 
Mstep: Class 6 contains 37093 members 
Mstep: Class 7 contains 23778 members 
Mstep: Class 8 contains 7838 members 
Mstep: Class 9 contains 18795 members 
Mstep: Class 10 contains 21647 members 
Mstep: Class 11 contains 5245 members 
Mstep: Class 12 contains 4854 members 
Mstep: Class 13 contains 17289 members 
Mstep: Class 14 contains 35667 members 
Mstep: Class 15 contains 53310 members 
Mstep: Class 16 contains 4160 members 
Mstep: Class 17 contains 6448 members 
Mstep: Class 18 contains 54214 members 
Mstep: Class 19 contains 1406 members 
Mstep: Class 20 contains 2140 members 
Mstep: Class 21 contains 2624 members 
Mstep: Class 22 contains 3271 members 
Mstep: Class 23 contains 38261 members 
Mstep: Class 24 contains 33972 members 
Mstep: Class 25 contains 12426 members 
Mstep: Class 26 contains 8009 members 
Mstep: Class 27 contains 7810 members 
Mstep: Class 28 contains 2408 members 
Mstep: Class 29 contains 20267 members 
Mstep: Class 30 contains 50401 members 
Mstep: Class 31 contains 5849 members 
Mstep: Class 32 contains 33889 members 
Mstep: Class 33 contains 12736 members 
Mstep: Class 34 contains 16600 members 
Mstep: Class 35 contains 150971 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100270552.000000 Penalty: 77451.398438
Iteration 49Q: 36 clusters Score -1.002706e+08 nChanged 5292
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 9570 members 
Mstep: Class 3 contains 102792 members 
Mstep: Class 4 contains 11331 members 
Mstep: Class 5 contains 2410 members 
Mstep: Class 6 contains 36960 members 
Mstep: Class 7 contains 23176 members 
Mstep: Class 8 contains 7852 members 
Mstep: Class 9 contains 18732 members 
Mstep: Class 10 contains 21930 members 
Mstep: Class 11 contains 5330 members 
Mstep: Class 12 contains 4717 members 
Mstep: Class 13 contains 17565 members 
Mstep: Class 14 contains 35985 members 
Mstep: Class 15 contains 53100 members 
Mstep: Class 16 contains 4179 members 
Mstep: Class 17 contains 6472 members 
Mstep: Class 18 contains 53921 members 
Mstep: Class 19 contains 1422 members 
Mstep: Class 20 contains 2188 members 
Mstep: Class 21 contains 2642 members 
Mstep: Class 22 contains 3275 members 
Mstep: Class 23 contains 39372 members 
Mstep: Class 24 contains 33623 members 
Mstep: Class 25 contains 12445 members 
Mstep: Class 26 contains 8034 members 
Mstep: Class 27 contains 7842 members 
Mstep: Class 28 contains 2409 members 
Mstep: Class 29 contains 20465 members 
Mstep: Class 30 contains 50376 members 
Mstep: Class 31 contains 5849 members 
Mstep: Class 32 contains 33901 members 
Mstep: Class 33 contains 12675 members 
Mstep: Class 34 contains 16604 members 
Mstep: Class 35 contains 150964 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100271944.000000 Penalty: 77451.398438
Iteration 50Q: 36 clusters Score -1.002719e+08 nChanged 5050
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 9542 members 
Mstep: Class 3 contains 102111 members 
Mstep: Class 4 contains 11362 members 
Mstep: Class 5 contains 2391 members 
Mstep: Class 6 contains 36833 members 
Mstep: Class 7 contains 22683 members 
Mstep: Class 8 contains 7856 members 
Mstep: Class 9 contains 18679 members 
Mstep: Class 10 contains 22183 members 
Mstep: Class 11 contains 5400 members 
Mstep: Class 12 contains 4568 members 
Mstep: Class 13 contains 17766 members 
Mstep: Class 14 contains 36237 members 
Mstep: Class 15 contains 52915 members 
Mstep: Class 16 contains 4193 members 
Mstep: Class 17 contains 6482 members 
Mstep: Class 18 contains 53663 members 
Mstep: Class 19 contains 1445 members 
Mstep: Class 20 contains 2229 members 
Mstep: Class 21 contains 2658 members 
Mstep: Class 22 contains 3273 members 
Mstep: Class 23 contains 40451 members 
Mstep: Class 24 contains 33357 members 
Mstep: Class 25 contains 12464 members 
Mstep: Class 26 contains 8068 members 
Mstep: Class 27 contains 7900 members 
Mstep: Class 28 contains 2409 members 
Mstep: Class 29 contains 20669 members 
Mstep: Class 30 contains 50417 members 
Mstep: Class 31 contains 5833 members 
Mstep: Class 32 contains 33924 members 
Mstep: Class 33 contains 12617 members 
Mstep: Class 34 contains 16597 members 
Mstep: Class 35 contains 150932 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100273120.000000 Penalty: 77451.398438
Iteration 51Q: 36 clusters Score -1.002731e+08 nChanged 4625
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 9527 members 
Mstep: Class 3 contains 101446 members 
Mstep: Class 4 contains 11395 members 
Mstep: Class 5 contains 2381 members 
Mstep: Class 6 contains 36739 members 
Mstep: Class 7 contains 22211 members 
Mstep: Class 8 contains 7864 members 
Mstep: Class 9 contains 18645 members 
Mstep: Class 10 contains 22412 members 
Mstep: Class 11 contains 5447 members 
Mstep: Class 12 contains 4403 members 
Mstep: Class 13 contains 17951 members 
Mstep: Class 14 contains 36469 members 
Mstep: Class 15 contains 52797 members 
Mstep: Class 16 contains 4199 members 
Mstep: Class 17 contains 6493 members 
Mstep: Class 18 contains 53421 members 
Mstep: Class 19 contains 1467 members 
Mstep: Class 20 contains 2264 members 
Mstep: Class 21 contains 2660 members 
Mstep: Class 22 contains 3273 members 
Mstep: Class 23 contains 41425 members 
Mstep: Class 24 contains 33147 members 
Mstep: Class 25 contains 12472 members 
Mstep: Class 26 contains 8098 members 
Mstep: Class 27 contains 7946 members 
Mstep: Class 28 contains 2410 members 
Mstep: Class 29 contains 20854 members 
Mstep: Class 30 contains 50481 members 
Mstep: Class 31 contains 5802 members 
Mstep: Class 32 contains 33943 members 
Mstep: Class 33 contains 12557 members 
Mstep: Class 34 contains 16595 members 
Mstep: Class 35 contains 150913 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100274312.000000 Penalty: 77451.398438
Iteration 52Q: 36 clusters Score -1.002743e+08 nChanged 4227
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 9503 members 
Mstep: Class 3 contains 100836 members 
Mstep: Class 4 contains 11428 members 
Mstep: Class 5 contains 2379 members 
Mstep: Class 6 contains 36659 members 
Mstep: Class 7 contains 21794 members 
Mstep: Class 8 contains 7866 members 
Mstep: Class 9 contains 18612 members 
Mstep: Class 10 contains 22627 members 
Mstep: Class 11 contains 5470 members 
Mstep: Class 12 contains 4242 members 
Mstep: Class 13 contains 18076 members 
Mstep: Class 14 contains 36704 members 
Mstep: Class 15 contains 52715 members 
Mstep: Class 16 contains 4204 members 
Mstep: Class 17 contains 6499 members 
Mstep: Class 18 contains 53214 members 
Mstep: Class 19 contains 1487 members 
Mstep: Class 20 contains 2295 members 
Mstep: Class 21 contains 2668 members 
Mstep: Class 22 contains 3275 members 
Mstep: Class 23 contains 42298 members 
Mstep: Class 24 contains 32970 members 
Mstep: Class 25 contains 12474 members 
Mstep: Class 26 contains 8121 members 
Mstep: Class 27 contains 7990 members 
Mstep: Class 28 contains 2419 members 
Mstep: Class 29 contains 21015 members 
Mstep: Class 30 contains 50570 members 
Mstep: Class 31 contains 5786 members 
Mstep: Class 32 contains 33933 members 
Mstep: Class 33 contains 12510 members 
Mstep: Class 34 contains 16610 members 
Mstep: Class 35 contains 150858 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100275152.000000 Penalty: 77451.398438
Iteration 53Q: 36 clusters Score -1.002752e+08 nChanged 3799
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 9479 members 
Mstep: Class 3 contains 100375 members 
Mstep: Class 4 contains 11452 members 
Mstep: Class 5 contains 2368 members 
Mstep: Class 6 contains 36572 members 
Mstep: Class 7 contains 21430 members 
Mstep: Class 8 contains 7869 members 
Mstep: Class 9 contains 18597 members 
Mstep: Class 10 contains 22822 members 
Mstep: Class 11 contains 5507 members 
Mstep: Class 12 contains 4062 members 
Mstep: Class 13 contains 18176 members 
Mstep: Class 14 contains 36890 members 
Mstep: Class 15 contains 52601 members 
Mstep: Class 16 contains 4221 members 
Mstep: Class 17 contains 6506 members 
Mstep: Class 18 contains 53009 members 
Mstep: Class 19 contains 1514 members 
Mstep: Class 20 contains 2326 members 
Mstep: Class 21 contains 2673 members 
Mstep: Class 22 contains 3276 members 
Mstep: Class 23 contains 43036 members 
Mstep: Class 24 contains 32835 members 
Mstep: Class 25 contains 12483 members 
Mstep: Class 26 contains 8138 members 
Mstep: Class 27 contains 8031 members 
Mstep: Class 28 contains 2426 members 
Mstep: Class 29 contains 21185 members 
Mstep: Class 30 contains 50670 members 
Mstep: Class 31 contains 5744 members 
Mstep: Class 32 contains 33924 members 
Mstep: Class 33 contains 12477 members 
Mstep: Class 34 contains 16617 members 
Mstep: Class 35 contains 150816 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100275776.000000 Penalty: 77451.398438
Iteration 54Q: 36 clusters Score -1.002758e+08 nChanged 3309
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 9460 members 
Mstep: Class 3 contains 100053 members 
Mstep: Class 4 contains 11483 members 
Mstep: Class 5 contains 2361 members 
Mstep: Class 6 contains 36501 members 
Mstep: Class 7 contains 21122 members 
Mstep: Class 8 contains 7871 members 
Mstep: Class 9 contains 18585 members 
Mstep: Class 10 contains 22991 members 
Mstep: Class 11 contains 5535 members 
Mstep: Class 12 contains 3874 members 
Mstep: Class 13 contains 18257 members 
Mstep: Class 14 contains 37047 members 
Mstep: Class 15 contains 52428 members 
Mstep: Class 16 contains 4230 members 
Mstep: Class 17 contains 6514 members 
Mstep: Class 18 contains 52830 members 
Mstep: Class 19 contains 1537 members 
Mstep: Class 20 contains 2353 members 
Mstep: Class 21 contains 2679 members 
Mstep: Class 22 contains 3277 members 
Mstep: Class 23 contains 43602 members 
Mstep: Class 24 contains 32722 members 
Mstep: Class 25 contains 12488 members 
Mstep: Class 26 contains 8156 members 
Mstep: Class 27 contains 8070 members 
Mstep: Class 28 contains 2428 members 
Mstep: Class 29 contains 21373 members 
Mstep: Class 30 contains 50767 members 
Mstep: Class 31 contains 5716 members 
Mstep: Class 32 contains 33938 members 
Mstep: Class 33 contains 12468 members 
Mstep: Class 34 contains 16630 members 
Mstep: Class 35 contains 150761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100276280.000000 Penalty: 77451.398438
Iteration 55Q: 36 clusters Score -1.002763e+08 nChanged 2908
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 9448 members 
Mstep: Class 3 contains 99835 members 
Mstep: Class 4 contains 11508 members 
Mstep: Class 5 contains 2353 members 
Mstep: Class 6 contains 36431 members 
Mstep: Class 7 contains 20892 members 
Mstep: Class 8 contains 7874 members 
Mstep: Class 9 contains 18571 members 
Mstep: Class 10 contains 23129 members 
Mstep: Class 11 contains 5555 members 
Mstep: Class 12 contains 3714 members 
Mstep: Class 13 contains 18322 members 
Mstep: Class 14 contains 37173 members 
Mstep: Class 15 contains 52265 members 
Mstep: Class 16 contains 4238 members 
Mstep: Class 17 contains 6515 members 
Mstep: Class 18 contains 52684 members 
Mstep: Class 19 contains 1562 members 
Mstep: Class 20 contains 2379 members 
Mstep: Class 21 contains 2681 members 
Mstep: Class 22 contains 3277 members 
Mstep: Class 23 contains 44040 members 
Mstep: Class 24 contains 32629 members 
Mstep: Class 25 contains 12494 members 
Mstep: Class 26 contains 8169 members 
Mstep: Class 27 contains 8117 members 
Mstep: Class 28 contains 2422 members 
Mstep: Class 29 contains 21554 members 
Mstep: Class 30 contains 50825 members 
Mstep: Class 31 contains 5702 members 
Mstep: Class 32 contains 33959 members 
Mstep: Class 33 contains 12441 members 
Mstep: Class 34 contains 16648 members 
Mstep: Class 35 contains 150702 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100276976.000000 Penalty: 77451.398438
Iteration 56Q: 36 clusters Score -1.00277e+08 nChanged 2578
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 9438 members 
Mstep: Class 3 contains 99720 members 
Mstep: Class 4 contains 11524 members 
Mstep: Class 5 contains 2339 members 
Mstep: Class 6 contains 36358 members 
Mstep: Class 7 contains 20649 members 
Mstep: Class 8 contains 7876 members 
Mstep: Class 9 contains 18558 members 
Mstep: Class 10 contains 23267 members 
Mstep: Class 11 contains 5578 members 
Mstep: Class 12 contains 3594 members 
Mstep: Class 13 contains 18391 members 
Mstep: Class 14 contains 37281 members 
Mstep: Class 15 contains 52105 members 
Mstep: Class 16 contains 4239 members 
Mstep: Class 17 contains 6516 members 
Mstep: Class 18 contains 52567 members 
Mstep: Class 19 contains 1576 members 
Mstep: Class 20 contains 2397 members 
Mstep: Class 21 contains 2682 members 
Mstep: Class 22 contains 3278 members 
Mstep: Class 23 contains 44381 members 
Mstep: Class 24 contains 32542 members 
Mstep: Class 25 contains 12503 members 
Mstep: Class 26 contains 8196 members 
Mstep: Class 27 contains 8141 members 
Mstep: Class 28 contains 2415 members 
Mstep: Class 29 contains 21697 members 
Mstep: Class 30 contains 50910 members 
Mstep: Class 31 contains 5682 members 
Mstep: Class 32 contains 33960 members 
Mstep: Class 33 contains 12418 members 
Mstep: Class 34 contains 16661 members 
Mstep: Class 35 contains 150669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100277200.000000 Penalty: 77451.398438
Iteration 57Q: 36 clusters Score -1.002772e+08 nChanged 2264
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 9427 members 
Mstep: Class 3 contains 99629 members 
Mstep: Class 4 contains 11543 members 
Mstep: Class 5 contains 2322 members 
Mstep: Class 6 contains 36304 members 
Mstep: Class 7 contains 20428 members 
Mstep: Class 8 contains 7882 members 
Mstep: Class 9 contains 18542 members 
Mstep: Class 10 contains 23416 members 
Mstep: Class 11 contains 5603 members 
Mstep: Class 12 contains 3507 members 
Mstep: Class 13 contains 18447 members 
Mstep: Class 14 contains 37392 members 
Mstep: Class 15 contains 51915 members 
Mstep: Class 16 contains 4241 members 
Mstep: Class 17 contains 6524 members 
Mstep: Class 18 contains 52483 members 
Mstep: Class 19 contains 1592 members 
Mstep: Class 20 contains 2416 members 
Mstep: Class 21 contains 2687 members 
Mstep: Class 22 contains 3279 members 
Mstep: Class 23 contains 44625 members 
Mstep: Class 24 contains 32437 members 
Mstep: Class 25 contains 12514 members 
Mstep: Class 26 contains 8214 members 
Mstep: Class 27 contains 8177 members 
Mstep: Class 28 contains 2412 members 
Mstep: Class 29 contains 21832 members 
Mstep: Class 30 contains 50970 members 
Mstep: Class 31 contains 5658 members 
Mstep: Class 32 contains 33958 members 
Mstep: Class 33 contains 12411 members 
Mstep: Class 34 contains 16674 members 
Mstep: Class 35 contains 150647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100277520.000000 Penalty: 77451.398438
Iteration 58Q: 36 clusters Score -1.002775e+08 nChanged 1948
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 9415 members 
Mstep: Class 3 contains 99578 members 
Mstep: Class 4 contains 11562 members 
Mstep: Class 5 contains 2309 members 
Mstep: Class 6 contains 36246 members 
Mstep: Class 7 contains 20246 members 
Mstep: Class 8 contains 7884 members 
Mstep: Class 9 contains 18535 members 
Mstep: Class 10 contains 23551 members 
Mstep: Class 11 contains 5623 members 
Mstep: Class 12 contains 3447 members 
Mstep: Class 13 contains 18506 members 
Mstep: Class 14 contains 37495 members 
Mstep: Class 15 contains 51730 members 
Mstep: Class 16 contains 4239 members 
Mstep: Class 17 contains 6526 members 
Mstep: Class 18 contains 52387 members 
Mstep: Class 19 contains 1609 members 
Mstep: Class 20 contains 2428 members 
Mstep: Class 21 contains 2692 members 
Mstep: Class 22 contains 3283 members 
Mstep: Class 23 contains 44805 members 
Mstep: Class 24 contains 32330 members 
Mstep: Class 25 contains 12524 members 
Mstep: Class 26 contains 8235 members 
Mstep: Class 27 contains 8210 members 
Mstep: Class 28 contains 2409 members 
Mstep: Class 29 contains 21951 members 
Mstep: Class 30 contains 51030 members 
Mstep: Class 31 contains 5636 members 
Mstep: Class 32 contains 33974 members 
Mstep: Class 33 contains 12395 members 
Mstep: Class 34 contains 16675 members 
Mstep: Class 35 contains 150643 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100277984.000000 Penalty: 77451.398438
Iteration 59Q: 36 clusters Score -1.00278e+08 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 9415 members 
Mstep: Class 3 contains 99579 members 
Mstep: Class 4 contains 11562 members 
Mstep: Class 5 contains 2299 members 
Mstep: Class 6 contains 36189 members 
Mstep: Class 7 contains 20090 members 
Mstep: Class 8 contains 7884 members 
Mstep: Class 9 contains 18534 members 
Mstep: Class 10 contains 23697 members 
Mstep: Class 11 contains 5636 members 
Mstep: Class 12 contains 3412 members 
Mstep: Class 13 contains 18553 members 
Mstep: Class 14 contains 37596 members 
Mstep: Class 15 contains 51557 members 
Mstep: Class 16 contains 4239 members 
Mstep: Class 17 contains 6528 members 
Mstep: Class 18 contains 52290 members 
Mstep: Class 19 contains 1617 members 
Mstep: Class 20 contains 2444 members 
Mstep: Class 21 contains 2691 members 
Mstep: Class 22 contains 3287 members 
Mstep: Class 23 contains 44927 members 
Mstep: Class 24 contains 32225 members 
Mstep: Class 25 contains 12536 members 
Mstep: Class 26 contains 8247 members 
Mstep: Class 27 contains 8232 members 
Mstep: Class 28 contains 2407 members 
Mstep: Class 29 contains 22084 members 
Mstep: Class 30 contains 51078 members 
Mstep: Class 31 contains 5619 members 
Mstep: Class 32 contains 33984 members 
Mstep: Class 33 contains 12383 members 
Mstep: Class 34 contains 16670 members 
Mstep: Class 35 contains 150619 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100278728.000000 Penalty: 77451.398438
Iteration 60F: 36 clusters Score -1.002787e+08 nChanged 2001
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 9403 members 
Mstep: Class 3 contains 99244 members 
Mstep: Class 4 contains 11574 members 
Mstep: Class 5 contains 2290 members 
Mstep: Class 6 contains 36131 members 
Mstep: Class 7 contains 19929 members 
Mstep: Class 8 contains 7889 members 
Mstep: Class 9 contains 18531 members 
Mstep: Class 10 contains 23850 members 
Mstep: Class 11 contains 5650 members 
Mstep: Class 12 contains 3383 members 
Mstep: Class 13 contains 18635 members 
Mstep: Class 14 contains 37683 members 
Mstep: Class 15 contains 51366 members 
Mstep: Class 16 contains 4221 members 
Mstep: Class 17 contains 6536 members 
Mstep: Class 18 contains 52195 members 
Mstep: Class 19 contains 1638 members 
Mstep: Class 20 contains 2469 members 
Mstep: Class 21 contains 2687 members 
Mstep: Class 22 contains 3287 members 
Mstep: Class 23 contains 45401 members 
Mstep: Class 24 contains 32121 members 
Mstep: Class 25 contains 12545 members 
Mstep: Class 26 contains 8269 members 
Mstep: Class 27 contains 8257 members 
Mstep: Class 28 contains 2407 members 
Mstep: Class 29 contains 22214 members 
Mstep: Class 30 contains 51131 members 
Mstep: Class 31 contains 5604 members 
Mstep: Class 32 contains 33975 members 
Mstep: Class 33 contains 12330 members 
Mstep: Class 34 contains 16672 members 
Mstep: Class 35 contains 150593 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100279232.000000 Penalty: 77451.398438
Iteration 61Q: 36 clusters Score -1.002792e+08 nChanged 2011
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 9398 members 
Mstep: Class 3 contains 98989 members 
Mstep: Class 4 contains 11576 members 
Mstep: Class 5 contains 2289 members 
Mstep: Class 6 contains 36082 members 
Mstep: Class 7 contains 19783 members 
Mstep: Class 8 contains 7894 members 
Mstep: Class 9 contains 18526 members 
Mstep: Class 10 contains 23969 members 
Mstep: Class 11 contains 5670 members 
Mstep: Class 12 contains 3355 members 
Mstep: Class 13 contains 18705 members 
Mstep: Class 14 contains 37761 members 
Mstep: Class 15 contains 51234 members 
Mstep: Class 16 contains 4218 members 
Mstep: Class 17 contains 6532 members 
Mstep: Class 18 contains 52106 members 
Mstep: Class 19 contains 1668 members 
Mstep: Class 20 contains 2476 members 
Mstep: Class 21 contains 2684 members 
Mstep: Class 22 contains 3289 members 
Mstep: Class 23 contains 45711 members 
Mstep: Class 24 contains 32023 members 
Mstep: Class 25 contains 12553 members 
Mstep: Class 26 contains 8287 members 
Mstep: Class 27 contains 8277 members 
Mstep: Class 28 contains 2403 members 
Mstep: Class 29 contains 22327 members 
Mstep: Class 30 contains 51197 members 
Mstep: Class 31 contains 5595 members 
Mstep: Class 32 contains 33970 members 
Mstep: Class 33 contains 12309 members 
Mstep: Class 34 contains 16667 members 
Mstep: Class 35 contains 150587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100278976.000000 Penalty: 77451.398438
Iteration 62Q: 36 clusters Score -1.00279e+08 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 9398 members 
Mstep: Class 3 contains 98798 members 
Mstep: Class 4 contains 11579 members 
Mstep: Class 5 contains 2285 members 
Mstep: Class 6 contains 36041 members 
Mstep: Class 7 contains 19642 members 
Mstep: Class 8 contains 7900 members 
Mstep: Class 9 contains 18521 members 
Mstep: Class 10 contains 24041 members 
Mstep: Class 11 contains 5683 members 
Mstep: Class 12 contains 3345 members 
Mstep: Class 13 contains 18745 members 
Mstep: Class 14 contains 37826 members 
Mstep: Class 15 contains 51164 members 
Mstep: Class 16 contains 4213 members 
Mstep: Class 17 contains 6532 members 
Mstep: Class 18 contains 52018 members 
Mstep: Class 19 contains 1704 members 
Mstep: Class 20 contains 2488 members 
Mstep: Class 21 contains 2680 members 
Mstep: Class 22 contains 3290 members 
Mstep: Class 23 contains 45980 members 
Mstep: Class 24 contains 31935 members 
Mstep: Class 25 contains 12560 members 
Mstep: Class 26 contains 8299 members 
Mstep: Class 27 contains 8302 members 
Mstep: Class 28 contains 2398 members 
Mstep: Class 29 contains 22427 members 
Mstep: Class 30 contains 51266 members 
Mstep: Class 31 contains 5574 members 
Mstep: Class 32 contains 33956 members 
Mstep: Class 33 contains 12301 members 
Mstep: Class 34 contains 16670 members 
Mstep: Class 35 contains 150550 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100279240.000000 Penalty: 77451.398438
Iteration 63Q: 36 clusters Score -1.002792e+08 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 9401 members 
Mstep: Class 3 contains 98686 members 
Mstep: Class 4 contains 11585 members 
Mstep: Class 5 contains 2292 members 
Mstep: Class 6 contains 35997 members 
Mstep: Class 7 contains 19530 members 
Mstep: Class 8 contains 7907 members 
Mstep: Class 9 contains 18516 members 
Mstep: Class 10 contains 24121 members 
Mstep: Class 11 contains 5702 members 
Mstep: Class 12 contains 3335 members 
Mstep: Class 13 contains 18748 members 
Mstep: Class 14 contains 37898 members 
Mstep: Class 15 contains 51058 members 
Mstep: Class 16 contains 4207 members 
Mstep: Class 17 contains 6535 members 
Mstep: Class 18 contains 51917 members 
Mstep: Class 19 contains 1731 members 
Mstep: Class 20 contains 2501 members 
Mstep: Class 21 contains 2675 members 
Mstep: Class 22 contains 3290 members 
Mstep: Class 23 contains 46126 members 
Mstep: Class 24 contains 31848 members 
Mstep: Class 25 contains 12562 members 
Mstep: Class 26 contains 8313 members 
Mstep: Class 27 contains 8334 members 
Mstep: Class 28 contains 2393 members 
Mstep: Class 29 contains 22559 members 
Mstep: Class 30 contains 51327 members 
Mstep: Class 31 contains 5548 members 
Mstep: Class 32 contains 33957 members 
Mstep: Class 33 contains 12308 members 
Mstep: Class 34 contains 16676 members 
Mstep: Class 35 contains 150530 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100279504.000000 Penalty: 77451.398438
Iteration 64Q: 36 clusters Score -1.002795e+08 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 9406 members 
Mstep: Class 3 contains 98645 members 
Mstep: Class 4 contains 11588 members 
Mstep: Class 5 contains 2291 members 
Mstep: Class 6 contains 35961 members 
Mstep: Class 7 contains 19442 members 
Mstep: Class 8 contains 7909 members 
Mstep: Class 9 contains 18512 members 
Mstep: Class 10 contains 24190 members 
Mstep: Class 11 contains 5712 members 
Mstep: Class 12 contains 3327 members 
Mstep: Class 13 contains 18743 members 
Mstep: Class 14 contains 37964 members 
Mstep: Class 15 contains 50932 members 
Mstep: Class 16 contains 4203 members 
Mstep: Class 17 contains 6539 members 
Mstep: Class 18 contains 51832 members 
Mstep: Class 19 contains 1765 members 
Mstep: Class 20 contains 2503 members 
Mstep: Class 21 contains 2672 members 
Mstep: Class 22 contains 3291 members 
Mstep: Class 23 contains 46225 members 
Mstep: Class 24 contains 31774 members 
Mstep: Class 25 contains 12569 members 
Mstep: Class 26 contains 8323 members 
Mstep: Class 27 contains 8354 members 
Mstep: Class 28 contains 2389 members 
Mstep: Class 29 contains 22676 members 
Mstep: Class 30 contains 51373 members 
Mstep: Class 31 contains 5525 members 
Mstep: Class 32 contains 33959 members 
Mstep: Class 33 contains 12322 members 
Mstep: Class 34 contains 16677 members 
Mstep: Class 35 contains 150520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100279648.000000 Penalty: 77451.398438
Iteration 65Q: 36 clusters Score -1.002796e+08 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 9403 members 
Mstep: Class 3 contains 98651 members 
Mstep: Class 4 contains 11599 members 
Mstep: Class 5 contains 2302 members 
Mstep: Class 6 contains 35920 members 
Mstep: Class 7 contains 19359 members 
Mstep: Class 8 contains 7913 members 
Mstep: Class 9 contains 18507 members 
Mstep: Class 10 contains 24255 members 
Mstep: Class 11 contains 5713 members 
Mstep: Class 12 contains 3325 members 
Mstep: Class 13 contains 18742 members 
Mstep: Class 14 contains 38018 members 
Mstep: Class 15 contains 50812 members 
Mstep: Class 16 contains 4198 members 
Mstep: Class 17 contains 6546 members 
Mstep: Class 18 contains 51755 members 
Mstep: Class 19 contains 1807 members 
Mstep: Class 20 contains 2510 members 
Mstep: Class 21 contains 2672 members 
Mstep: Class 22 contains 3290 members 
Mstep: Class 23 contains 46277 members 
Mstep: Class 24 contains 31704 members 
Mstep: Class 25 contains 12574 members 
Mstep: Class 26 contains 8337 members 
Mstep: Class 27 contains 8382 members 
Mstep: Class 28 contains 2388 members 
Mstep: Class 29 contains 22764 members 
Mstep: Class 30 contains 51438 members 
Mstep: Class 31 contains 5489 members 
Mstep: Class 32 contains 33960 members 
Mstep: Class 33 contains 12331 members 
Mstep: Class 34 contains 16675 members 
Mstep: Class 35 contains 150497 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100279784.000000 Penalty: 77451.398438
Iteration 66Q: 36 clusters Score -1.002798e+08 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 9404 members 
Mstep: Class 3 contains 98662 members 
Mstep: Class 4 contains 11622 members 
Mstep: Class 5 contains 2313 members 
Mstep: Class 6 contains 35876 members 
Mstep: Class 7 contains 19275 members 
Mstep: Class 8 contains 7913 members 
Mstep: Class 9 contains 18504 members 
Mstep: Class 10 contains 24321 members 
Mstep: Class 11 contains 5731 members 
Mstep: Class 12 contains 3322 members 
Mstep: Class 13 contains 18725 members 
Mstep: Class 14 contains 38077 members 
Mstep: Class 15 contains 50708 members 
Mstep: Class 16 contains 4194 members 
Mstep: Class 17 contains 6551 members 
Mstep: Class 18 contains 51683 members 
Mstep: Class 19 contains 1849 members 
Mstep: Class 20 contains 2513 members 
Mstep: Class 21 contains 2671 members 
Mstep: Class 22 contains 3290 members 
Mstep: Class 23 contains 46313 members 
Mstep: Class 24 contains 31639 members 
Mstep: Class 25 contains 12580 members 
Mstep: Class 26 contains 8346 members 
Mstep: Class 27 contains 8405 members 
Mstep: Class 28 contains 2386 members 
Mstep: Class 29 contains 22835 members 
Mstep: Class 30 contains 51489 members 
Mstep: Class 31 contains 5461 members 
Mstep: Class 32 contains 33967 members 
Mstep: Class 33 contains 12354 members 
Mstep: Class 34 contains 16676 members 
Mstep: Class 35 contains 150458 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100279792.000000 Penalty: 77451.398438
Iteration 67Q: 36 clusters Score -1.002798e+08 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 9406 members 
Mstep: Class 3 contains 98703 members 
Mstep: Class 4 contains 11641 members 
Mstep: Class 5 contains 2315 members 
Mstep: Class 6 contains 35822 members 
Mstep: Class 7 contains 19214 members 
Mstep: Class 8 contains 7916 members 
Mstep: Class 9 contains 18496 members 
Mstep: Class 10 contains 24400 members 
Mstep: Class 11 contains 5745 members 
Mstep: Class 12 contains 3318 members 
Mstep: Class 13 contains 18697 members 
Mstep: Class 14 contains 38115 members 
Mstep: Class 15 contains 50607 members 
Mstep: Class 16 contains 4189 members 
Mstep: Class 17 contains 6555 members 
Mstep: Class 18 contains 51619 members 
Mstep: Class 19 contains 1887 members 
Mstep: Class 20 contains 2519 members 
Mstep: Class 21 contains 2672 members 
Mstep: Class 22 contains 3290 members 
Mstep: Class 23 contains 46349 members 
Mstep: Class 24 contains 31597 members 
Mstep: Class 25 contains 12588 members 
Mstep: Class 26 contains 8348 members 
Mstep: Class 27 contains 8439 members 
Mstep: Class 28 contains 2385 members 
Mstep: Class 29 contains 22908 members 
Mstep: Class 30 contains 51515 members 
Mstep: Class 31 contains 5451 members 
Mstep: Class 32 contains 33974 members 
Mstep: Class 33 contains 12346 members 
Mstep: Class 34 contains 16682 members 
Mstep: Class 35 contains 150405 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100280176.000000 Penalty: 77451.398438
Iteration 68Q: 36 clusters Score -1.002802e+08 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 9406 members 
Mstep: Class 3 contains 98757 members 
Mstep: Class 4 contains 11650 members 
Mstep: Class 5 contains 2307 members 
Mstep: Class 6 contains 35775 members 
Mstep: Class 7 contains 19170 members 
Mstep: Class 8 contains 7915 members 
Mstep: Class 9 contains 18487 members 
Mstep: Class 10 contains 24474 members 
Mstep: Class 11 contains 5760 members 
Mstep: Class 12 contains 3315 members 
Mstep: Class 13 contains 18709 members 
Mstep: Class 14 contains 38143 members 
Mstep: Class 15 contains 50475 members 
Mstep: Class 16 contains 4185 members 
Mstep: Class 17 contains 6553 members 
Mstep: Class 18 contains 51577 members 
Mstep: Class 19 contains 1927 members 
Mstep: Class 20 contains 2527 members 
Mstep: Class 21 contains 2672 members 
Mstep: Class 22 contains 3290 members 
Mstep: Class 23 contains 46351 members 
Mstep: Class 24 contains 31564 members 
Mstep: Class 25 contains 12600 members 
Mstep: Class 26 contains 8354 members 
Mstep: Class 27 contains 8480 members 
Mstep: Class 28 contains 2384 members 
Mstep: Class 29 contains 22948 members 
Mstep: Class 30 contains 51553 members 
Mstep: Class 31 contains 5440 members 
Mstep: Class 32 contains 33987 members 
Mstep: Class 33 contains 12312 members 
Mstep: Class 34 contains 16686 members 
Mstep: Class 35 contains 150380 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100280056.000000 Penalty: 77451.398438
Iteration 69Q: 36 clusters Score -1.002801e+08 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 9405 members 
Mstep: Class 3 contains 98827 members 
Mstep: Class 4 contains 11647 members 
Mstep: Class 5 contains 2301 members 
Mstep: Class 6 contains 35731 members 
Mstep: Class 7 contains 19118 members 
Mstep: Class 8 contains 7916 members 
Mstep: Class 9 contains 18480 members 
Mstep: Class 10 contains 24548 members 
Mstep: Class 11 contains 5780 members 
Mstep: Class 12 contains 3309 members 
Mstep: Class 13 contains 18712 members 
Mstep: Class 14 contains 38157 members 
Mstep: Class 15 contains 50318 members 
Mstep: Class 16 contains 4182 members 
Mstep: Class 17 contains 6558 members 
Mstep: Class 18 contains 51531 members 
Mstep: Class 19 contains 1970 members 
Mstep: Class 20 contains 2538 members 
Mstep: Class 21 contains 2673 members 
Mstep: Class 22 contains 3291 members 
Mstep: Class 23 contains 46362 members 
Mstep: Class 24 contains 31559 members 
Mstep: Class 25 contains 12608 members 
Mstep: Class 26 contains 8360 members 
Mstep: Class 27 contains 8509 members 
Mstep: Class 28 contains 2383 members 
Mstep: Class 29 contains 23016 members 
Mstep: Class 30 contains 51585 members 
Mstep: Class 31 contains 5426 members 
Mstep: Class 32 contains 33991 members 
Mstep: Class 33 contains 12296 members 
Mstep: Class 34 contains 16688 members 
Mstep: Class 35 contains 150339 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100280296.000000 Penalty: 77451.398438
Iteration 70Q: 36 clusters Score -1.002803e+08 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 9400 members 
Mstep: Class 3 contains 98891 members 
Mstep: Class 4 contains 11645 members 
Mstep: Class 5 contains 2300 members 
Mstep: Class 6 contains 35699 members 
Mstep: Class 7 contains 19087 members 
Mstep: Class 8 contains 7919 members 
Mstep: Class 9 contains 18474 members 
Mstep: Class 10 contains 24604 members 
Mstep: Class 11 contains 5798 members 
Mstep: Class 12 contains 3307 members 
Mstep: Class 13 contains 18731 members 
Mstep: Class 14 contains 38169 members 
Mstep: Class 15 contains 50159 members 
Mstep: Class 16 contains 4183 members 
Mstep: Class 17 contains 6558 members 
Mstep: Class 18 contains 51492 members 
Mstep: Class 19 contains 2008 members 
Mstep: Class 20 contains 2550 members 
Mstep: Class 21 contains 2676 members 
Mstep: Class 22 contains 3293 members 
Mstep: Class 23 contains 46362 members 
Mstep: Class 24 contains 31547 members 
Mstep: Class 25 contains 12613 members 
Mstep: Class 26 contains 8362 members 
Mstep: Class 27 contains 8531 members 
Mstep: Class 28 contains 2382 members 
Mstep: Class 29 contains 23084 members 
Mstep: Class 30 contains 51611 members 
Mstep: Class 31 contains 5411 members 
Mstep: Class 32 contains 33999 members 
Mstep: Class 33 contains 12279 members 
Mstep: Class 34 contains 16691 members 
Mstep: Class 35 contains 150299 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100280416.000000 Penalty: 77451.398438
Iteration 71Q: 36 clusters Score -1.002804e+08 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 9398 members 
Mstep: Class 3 contains 98960 members 
Mstep: Class 4 contains 11638 members 
Mstep: Class 5 contains 2290 members 
Mstep: Class 6 contains 35653 members 
Mstep: Class 7 contains 19044 members 
Mstep: Class 8 contains 7921 members 
Mstep: Class 9 contains 18467 members 
Mstep: Class 10 contains 24677 members 
Mstep: Class 11 contains 5826 members 
Mstep: Class 12 contains 3306 members 
Mstep: Class 13 contains 18741 members 
Mstep: Class 14 contains 38177 members 
Mstep: Class 15 contains 50044 members 
Mstep: Class 16 contains 4177 members 
Mstep: Class 17 contains 6558 members 
Mstep: Class 18 contains 51457 members 
Mstep: Class 19 contains 2048 members 
Mstep: Class 20 contains 2562 members 
Mstep: Class 21 contains 2677 members 
Mstep: Class 22 contains 3293 members 
Mstep: Class 23 contains 46360 members 
Mstep: Class 24 contains 31550 members 
Mstep: Class 25 contains 12618 members 
Mstep: Class 26 contains 8365 members 
Mstep: Class 27 contains 8551 members 
Mstep: Class 28 contains 2381 members 
Mstep: Class 29 contains 23135 members 
Mstep: Class 30 contains 51639 members 
Mstep: Class 31 contains 5399 members 
Mstep: Class 32 contains 33990 members 
Mstep: Class 33 contains 12269 members 
Mstep: Class 34 contains 16691 members 
Mstep: Class 35 contains 150252 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100280272.000000 Penalty: 77451.398438
Iteration 72Q: 36 clusters Score -1.002803e+08 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 9396 members 
Mstep: Class 3 contains 99036 members 
Mstep: Class 4 contains 11633 members 
Mstep: Class 5 contains 2288 members 
Mstep: Class 6 contains 35599 members 
Mstep: Class 7 contains 18991 members 
Mstep: Class 8 contains 7921 members 
Mstep: Class 9 contains 18461 members 
Mstep: Class 10 contains 24753 members 
Mstep: Class 11 contains 5842 members 
Mstep: Class 12 contains 3305 members 
Mstep: Class 13 contains 18740 members 
Mstep: Class 14 contains 38189 members 
Mstep: Class 15 contains 49950 members 
Mstep: Class 16 contains 4170 members 
Mstep: Class 17 contains 6561 members 
Mstep: Class 18 contains 51428 members 
Mstep: Class 19 contains 2087 members 
Mstep: Class 20 contains 2576 members 
Mstep: Class 21 contains 2677 members 
Mstep: Class 22 contains 3294 members 
Mstep: Class 23 contains 46352 members 
Mstep: Class 24 contains 31538 members 
Mstep: Class 25 contains 12623 members 
Mstep: Class 26 contains 8367 members 
Mstep: Class 27 contains 8581 members 
Mstep: Class 28 contains 2381 members 
Mstep: Class 29 contains 23171 members 
Mstep: Class 30 contains 51670 members 
Mstep: Class 31 contains 5390 members 
Mstep: Class 32 contains 33985 members 
Mstep: Class 33 contains 12263 members 
Mstep: Class 34 contains 16691 members 
Mstep: Class 35 contains 150205 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100280176.000000 Penalty: 77451.398438
Iteration 73Q: 36 clusters Score -1.002802e+08 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 9396 members 
Mstep: Class 3 contains 99119 members 
Mstep: Class 4 contains 11637 members 
Mstep: Class 5 contains 2287 members 
Mstep: Class 6 contains 35561 members 
Mstep: Class 7 contains 18960 members 
Mstep: Class 8 contains 7927 members 
Mstep: Class 9 contains 18457 members 
Mstep: Class 10 contains 24817 members 
Mstep: Class 11 contains 5871 members 
Mstep: Class 12 contains 3304 members 
Mstep: Class 13 contains 18748 members 
Mstep: Class 14 contains 38205 members 
Mstep: Class 15 contains 49807 members 
Mstep: Class 16 contains 4164 members 
Mstep: Class 17 contains 6556 members 
Mstep: Class 18 contains 51392 members 
Mstep: Class 19 contains 2111 members 
Mstep: Class 20 contains 2584 members 
Mstep: Class 21 contains 2678 members 
Mstep: Class 22 contains 3294 members 
Mstep: Class 23 contains 46340 members 
Mstep: Class 24 contains 31521 members 
Mstep: Class 25 contains 12627 members 
Mstep: Class 26 contains 8370 members 
Mstep: Class 27 contains 8610 members 
Mstep: Class 28 contains 2380 members 
Mstep: Class 29 contains 23224 members 
Mstep: Class 30 contains 51682 members 
Mstep: Class 31 contains 5385 members 
Mstep: Class 32 contains 33991 members 
Mstep: Class 33 contains 12256 members 
Mstep: Class 34 contains 16690 members 
Mstep: Class 35 contains 150163 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100280168.000000 Penalty: 77451.398438
Iteration 74Q: 36 clusters Score -1.002802e+08 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 9398 members 
Mstep: Class 3 contains 99190 members 
Mstep: Class 4 contains 11640 members 
Mstep: Class 5 contains 2287 members 
Mstep: Class 6 contains 35526 members 
Mstep: Class 7 contains 18926 members 
Mstep: Class 8 contains 7934 members 
Mstep: Class 9 contains 18453 members 
Mstep: Class 10 contains 24873 members 
Mstep: Class 11 contains 5882 members 
Mstep: Class 12 contains 3303 members 
Mstep: Class 13 contains 18741 members 
Mstep: Class 14 contains 38234 members 
Mstep: Class 15 contains 49728 members 
Mstep: Class 16 contains 4153 members 
Mstep: Class 17 contains 6553 members 
Mstep: Class 18 contains 51361 members 
Mstep: Class 19 contains 2133 members 
Mstep: Class 20 contains 2587 members 
Mstep: Class 21 contains 2678 members 
Mstep: Class 22 contains 3294 members 
Mstep: Class 23 contains 46329 members 
Mstep: Class 24 contains 31510 members 
Mstep: Class 25 contains 12627 members 
Mstep: Class 26 contains 8372 members 
Mstep: Class 27 contains 8633 members 
Mstep: Class 28 contains 2378 members 
Mstep: Class 29 contains 23271 members 
Mstep: Class 30 contains 51691 members 
Mstep: Class 31 contains 5375 members 
Mstep: Class 32 contains 33996 members 
Mstep: Class 33 contains 12261 members 
Mstep: Class 34 contains 16689 members 
Mstep: Class 35 contains 150108 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100280320.000000 Penalty: 77451.398438
Iteration 75Q: 36 clusters Score -1.002803e+08 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 9397 members 
Mstep: Class 3 contains 99245 members 
Mstep: Class 4 contains 11649 members 
Mstep: Class 5 contains 2286 members 
Mstep: Class 6 contains 35492 members 
Mstep: Class 7 contains 18892 members 
Mstep: Class 8 contains 7937 members 
Mstep: Class 9 contains 18451 members 
Mstep: Class 10 contains 24923 members 
Mstep: Class 11 contains 5897 members 
Mstep: Class 12 contains 3302 members 
Mstep: Class 13 contains 18752 members 
Mstep: Class 14 contains 38248 members 
Mstep: Class 15 contains 49654 members 
Mstep: Class 16 contains 4147 members 
Mstep: Class 17 contains 6551 members 
Mstep: Class 18 contains 51335 members 
Mstep: Class 19 contains 2158 members 
Mstep: Class 20 contains 2586 members 
Mstep: Class 21 contains 2679 members 
Mstep: Class 22 contains 3295 members 
Mstep: Class 23 contains 46322 members 
Mstep: Class 24 contains 31491 members 
Mstep: Class 25 contains 12628 members 
Mstep: Class 26 contains 8373 members 
Mstep: Class 27 contains 8664 members 
Mstep: Class 28 contains 2372 members 
Mstep: Class 29 contains 23319 members 
Mstep: Class 30 contains 51699 members 
Mstep: Class 31 contains 5370 members 
Mstep: Class 32 contains 34004 members 
Mstep: Class 33 contains 12262 members 
Mstep: Class 34 contains 16689 members 
Mstep: Class 35 contains 150045 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100280288.000000 Penalty: 77451.398438
Iteration 76Q: 36 clusters Score -1.002803e+08 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 9393 members 
Mstep: Class 3 contains 99300 members 
Mstep: Class 4 contains 11656 members 
Mstep: Class 5 contains 2287 members 
Mstep: Class 6 contains 35458 members 
Mstep: Class 7 contains 18871 members 
Mstep: Class 8 contains 7943 members 
Mstep: Class 9 contains 18450 members 
Mstep: Class 10 contains 24986 members 
Mstep: Class 11 contains 5902 members 
Mstep: Class 12 contains 3302 members 
Mstep: Class 13 contains 18748 members 
Mstep: Class 14 contains 38254 members 
Mstep: Class 15 contains 49579 members 
Mstep: Class 16 contains 4144 members 
Mstep: Class 17 contains 6549 members 
Mstep: Class 18 contains 51312 members 
Mstep: Class 19 contains 2172 members 
Mstep: Class 20 contains 2585 members 
Mstep: Class 21 contains 2679 members 
Mstep: Class 22 contains 3295 members 
Mstep: Class 23 contains 46307 members 
Mstep: Class 24 contains 31480 members 
Mstep: Class 25 contains 12628 members 
Mstep: Class 26 contains 8376 members 
Mstep: Class 27 contains 8686 members 
Mstep: Class 28 contains 2369 members 
Mstep: Class 29 contains 23379 members 
Mstep: Class 30 contains 51711 members 
Mstep: Class 31 contains 5358 members 
Mstep: Class 32 contains 34008 members 
Mstep: Class 33 contains 12269 members 
Mstep: Class 34 contains 16691 members 
Mstep: Class 35 contains 149987 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100280576.000000 Penalty: 77451.398438
Iteration 77Q: 36 clusters Score -1.002806e+08 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 9390 members 
Mstep: Class 3 contains 99368 members 
Mstep: Class 4 contains 11663 members 
Mstep: Class 5 contains 2287 members 
Mstep: Class 6 contains 35416 members 
Mstep: Class 7 contains 18850 members 
Mstep: Class 8 contains 7949 members 
Mstep: Class 9 contains 18449 members 
Mstep: Class 10 contains 25051 members 
Mstep: Class 11 contains 5911 members 
Mstep: Class 12 contains 3301 members 
Mstep: Class 13 contains 18769 members 
Mstep: Class 14 contains 38249 members 
Mstep: Class 15 contains 49492 members 
Mstep: Class 16 contains 4141 members 
Mstep: Class 17 contains 6548 members 
Mstep: Class 18 contains 51298 members 
Mstep: Class 19 contains 2180 members 
Mstep: Class 20 contains 2585 members 
Mstep: Class 21 contains 2679 members 
Mstep: Class 22 contains 3295 members 
Mstep: Class 23 contains 46290 members 
Mstep: Class 24 contains 31460 members 
Mstep: Class 25 contains 12629 members 
Mstep: Class 26 contains 8376 members 
Mstep: Class 27 contains 8707 members 
Mstep: Class 28 contains 2368 members 
Mstep: Class 29 contains 23446 members 
Mstep: Class 30 contains 51723 members 
Mstep: Class 31 contains 5352 members 
Mstep: Class 32 contains 34005 members 
Mstep: Class 33 contains 12266 members 
Mstep: Class 34 contains 16693 members 
Mstep: Class 35 contains 149928 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100280720.000000 Penalty: 77451.398438
Iteration 78Q: 36 clusters Score -1.002807e+08 nChanged 588
Entering ConstructFrom: 
Score: -100280720.000000 Penalty: 77451.398438
Entering ConstructFrom: 
Trying to split cluster 1 (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: -49149.570312 Penalty: 996.677185
	Iteration 0F: 2 clusters Score -49149.57 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 214 members 
Entering Unmasked Estep 
Score: -48273.371094 Penalty: 1993.354370
	Iteration 0F: 3 clusters Score -48273.37 nChanged 111
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: -48467.398438 Penalty: 1993.354370
	Iteration 1F: 3 clusters Score -48467.4 nChanged 25
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: -48520.496094 Penalty: 1993.354370
	Iteration 2F: 3 clusters Score -48520.5 nChanged 15
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: -48551.023438 Penalty: 1993.354370
	Iteration 3Q: 3 clusters Score -48551.02 nChanged 10
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: -48566.992188 Penalty: 1993.354370
	Iteration 4Q: 3 clusters Score -48566.99 nChanged 3
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: -48569.468750 Penalty: 1993.354370
	Iteration 5Q: 3 clusters Score -48569.47 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: -48570.035156 Penalty: 1993.354370
	Iteration 6Q: 3 clusters Score -48570.04 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: -48570.035156 Penalty: 1993.354370
	Iteration 7F: 3 clusters Score -48570.04 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (9389 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9389 members 
Entering Unmasked Estep 
Score: -1167862.750000 Penalty: 1486.435303
	Iteration 0F: 2 clusters Score -1167863 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -1161249.250000 Penalty: 2972.870605
	Iteration 0F: 3 clusters Score -1161249 nChanged 4014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 4946 members 
Entering Unmasked Estep 
Score: -1163620.250000 Penalty: 2972.870605
	Iteration 1F: 3 clusters Score -1163620 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -1164019.125000 Penalty: 2972.870605
	Iteration 2F: 3 clusters Score -1164019 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -1164402.125000 Penalty: 2972.870605
	Iteration 3F: 3 clusters Score -1164402 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 5122 members 
Entering Unmasked Estep 
Score: -1164757.000000 Penalty: 2972.870605
	Iteration 4F: 3 clusters Score -1164757 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 5291 members 
Entering Unmasked Estep 
Score: -1165083.500000 Penalty: 2972.870605
	Iteration 5F: 3 clusters Score -1165084 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 5505 members 
Entering Unmasked Estep 
Score: -1165369.500000 Penalty: 2972.870605
	Iteration 6F: 3 clusters Score -1165370 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 5743 members 
Entering Unmasked Estep 
Score: -1165613.000000 Penalty: 2972.870605
	Iteration 7Q: 3 clusters Score -1165613 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 5950 members 
Entering Unmasked Estep 
Score: -1165812.625000 Penalty: 2972.870605
	Iteration 8Q: 3 clusters Score -1165813 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 6112 members 
Entering Unmasked Estep 
Score: -1165971.750000 Penalty: 2972.870605
	Iteration 9Q: 3 clusters Score -1165972 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 6278 members 
Entering Unmasked Estep 
Score: -1166097.125000 Penalty: 2972.870605
	Iteration 10Q: 3 clusters Score -1166097 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 6404 members 
Entering Unmasked Estep 
Score: -1166169.625000 Penalty: 2972.870605
	Iteration 11Q: 3 clusters Score -1166170 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 6504 members 
Entering Unmasked Estep 
Score: -1166216.250000 Penalty: 2972.870605
	Iteration 12Q: 3 clusters Score -1166216 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 6590 members 
Entering Unmasked Estep 
Score: -1166243.500000 Penalty: 2972.870605
	Iteration 13Q: 3 clusters Score -1166244 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 6655 members 
Entering Unmasked Estep 
Score: -1166265.000000 Penalty: 2972.870605
	Iteration 14Q: 3 clusters Score -1166265 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 6705 members 
Entering Unmasked Estep 
Score: -1166280.125000 Penalty: 2972.870605
	Iteration 15Q: 3 clusters Score -1166280 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 6761 members 
Entering Unmasked Estep 
Score: -1166300.750000 Penalty: 2972.870605
	Iteration 16Q: 3 clusters Score -1166301 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 6804 members 
Entering Unmasked Estep 
Score: -1166314.750000 Penalty: 2972.870605
	Iteration 17Q: 3 clusters Score -1166315 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 6842 members 
Entering Unmasked Estep 
Score: -1166326.125000 Penalty: 2972.870605
	Iteration 18Q: 3 clusters Score -1166326 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 6875 members 
Entering Unmasked Estep 
Score: -1166335.500000 Penalty: 2972.870605
	Iteration 19Q: 3 clusters Score -1166336 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 6916 members 
Entering Unmasked Estep 
Score: -1166355.000000 Penalty: 2972.870605
	Iteration 20F: 3 clusters Score -1166355 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 6965 members 
Entering Unmasked Estep 
Score: -1166374.750000 Penalty: 2972.870605
	Iteration 21Q: 3 clusters Score -1166375 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 7016 members 
Entering Unmasked Estep 
Score: -1166401.000000 Penalty: 2972.870605
	Iteration 22Q: 3 clusters Score -1166401 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 7063 members 
Entering Unmasked Estep 
Score: -1166422.125000 Penalty: 2972.870605
	Iteration 23Q: 3 clusters Score -1166422 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 7103 members 
Entering Unmasked Estep 
Score: -1166441.625000 Penalty: 2972.870605
	Iteration 24Q: 3 clusters Score -1166442 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 7145 members 
Entering Unmasked Estep 
Score: -1166473.000000 Penalty: 2972.870605
	Iteration 25Q: 3 clusters Score -1166473 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 7195 members 
Entering Unmasked Estep 
Score: -1166522.000000 Penalty: 2972.870605
	Iteration 26Q: 3 clusters Score -1166522 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 7261 members 
Entering Unmasked Estep 
Score: -1166635.625000 Penalty: 2972.870605
	Iteration 27Q: 3 clusters Score -1166636 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 7340 members 
Entering Unmasked Estep 
Score: -1166717.250000 Penalty: 2972.870605
	Iteration 28Q: 3 clusters Score -1166717 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 7443 members 
Entering Unmasked Estep 
Score: -1166772.000000 Penalty: 2972.870605
	Iteration 29Q: 3 clusters Score -1166772 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 7537 members 
Entering Unmasked Estep 
Score: -1166829.125000 Penalty: 2972.870605
	Iteration 30Q: 3 clusters Score -1166829 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 7615 members 
Entering Unmasked Estep 
Score: -1166859.375000 Penalty: 2972.870605
	Iteration 31Q: 3 clusters Score -1166859 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 7682 members 
Entering Unmasked Estep 
Score: -1166890.750000 Penalty: 2972.870605
	Iteration 32Q: 3 clusters Score -1166891 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 7736 members 
Entering Unmasked Estep 
Score: -1166906.125000 Penalty: 2972.870605
	Iteration 33Q: 3 clusters Score -1166906 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 7776 members 
Entering Unmasked Estep 
Score: -1166918.250000 Penalty: 2972.870605
	Iteration 34Q: 3 clusters Score -1166918 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 7804 members 
Entering Unmasked Estep 
Score: -1166924.500000 Penalty: 2972.870605
	Iteration 35Q: 3 clusters Score -1166924 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 7823 members 
Entering Unmasked Estep 
Score: -1166927.625000 Penalty: 2972.870605
	Iteration 36Q: 3 clusters Score -1166928 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 7850 members 
Entering Unmasked Estep 
Score: -1166937.875000 Penalty: 2972.870605
	Iteration 37Q: 3 clusters Score -1166938 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 7875 members 
Entering Unmasked Estep 
Score: -1166944.750000 Penalty: 2972.870605
	Iteration 38Q: 3 clusters Score -1166945 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 7895 members 
Entering Unmasked Estep 
Score: -1166950.500000 Penalty: 2972.870605
	Iteration 39Q: 3 clusters Score -1166950 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 7916 members 
Entering Unmasked Estep 
Score: -1166957.375000 Penalty: 2972.870605
	Iteration 40F: 3 clusters Score -1166957 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 7945 members 
Entering Unmasked Estep 
Score: -1166971.750000 Penalty: 2972.870605
	Iteration 41Q: 3 clusters Score -1166972 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 7974 members 
Entering Unmasked Estep 
Score: -1166981.250000 Penalty: 2972.870605
	Iteration 42Q: 3 clusters Score -1166981 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 7999 members 
Entering Unmasked Estep 
Score: -1166992.250000 Penalty: 2972.870605
	Iteration 43Q: 3 clusters Score -1166992 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 8016 members 
Entering Unmasked Estep 
Score: -1166995.375000 Penalty: 2972.870605
	Iteration 44Q: 3 clusters Score -1166995 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 8029 members 
Entering Unmasked Estep 
Score: -1166999.375000 Penalty: 2972.870605
	Iteration 45Q: 3 clusters Score -1166999 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 8039 members 
Entering Unmasked Estep 
Score: -1167000.750000 Penalty: 2972.870605
	Iteration 46Q: 3 clusters Score -1167001 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 8043 members 
Entering Unmasked Estep 
Score: -1167000.625000 Penalty: 2972.870605
	Iteration 47Q: 3 clusters Score -1167001 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 8053 members 
Entering Unmasked Estep 
Score: -1167002.750000 Penalty: 2972.870605
	Iteration 48Q: 3 clusters Score -1167003 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 8062 members 
Entering Unmasked Estep 
Score: -1167005.875000 Penalty: 2972.870605
	Iteration 49Q: 3 clusters Score -1167006 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 8070 members 
Entering Unmasked Estep 
Score: -1167008.000000 Penalty: 2972.870605
	Iteration 50Q: 3 clusters Score -1167008 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 8078 members 
Entering Unmasked Estep 
Score: -1167014.125000 Penalty: 2972.870605
	Iteration 51Q: 3 clusters Score -1167014 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 8086 members 
Entering Unmasked Estep 
Score: -1167014.125000 Penalty: 2972.870605
	Iteration 52Q: 3 clusters Score -1167014 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 8094 members 
Entering Unmasked Estep 
Score: -1167015.625000 Penalty: 2972.870605
	Iteration 53Q: 3 clusters Score -1167016 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 8103 members 
Entering Unmasked Estep 
Score: -1167016.000000 Penalty: 2972.870605
	Iteration 54Q: 3 clusters Score -1167016 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 8110 members 
Entering Unmasked Estep 
Score: -1167019.125000 Penalty: 2972.870605
	Iteration 55Q: 3 clusters Score -1167019 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 8112 members 
Entering Unmasked Estep 
Score: -1167019.875000 Penalty: 2972.870605
	Iteration 56Q: 3 clusters Score -1167020 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 8114 members 
Entering Unmasked Estep 
Score: -1167020.125000 Penalty: 2972.870605
	Iteration 57Q: 3 clusters Score -1167020 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 8121 members 
Entering Unmasked Estep 
Score: -1167024.000000 Penalty: 2972.870605
	Iteration 58Q: 3 clusters Score -1167024 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 8126 members 
Entering Unmasked Estep 
Score: -1167025.000000 Penalty: 2972.870605
	Iteration 59Q: 3 clusters Score -1167025 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 8134 members 
Entering Unmasked Estep 
Score: -1167027.125000 Penalty: 2972.870605
	Iteration 60F: 3 clusters Score -1167027 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 8137 members 
Entering Unmasked Estep 
Score: -1167029.750000 Penalty: 2972.870605
	Iteration 61Q: 3 clusters Score -1167030 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 8140 members 
Entering Unmasked Estep 
Score: -1167028.250000 Penalty: 2972.870605
	Iteration 62Q: 3 clusters Score -1167028 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 8140 members 
Entering Unmasked Estep 
Score: -1167030.250000 Penalty: 2972.870605
	Iteration 63Q: 3 clusters Score -1167030 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 8142 members 
Entering Unmasked Estep 
Score: -1167033.125000 Penalty: 2972.870605
	Iteration 64Q: 3 clusters Score -1167033 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 8145 members 
Entering Unmasked Estep 
Score: -1167032.625000 Penalty: 2972.870605
	Iteration 65Q: 3 clusters Score -1167033 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 8148 members 
Entering Unmasked Estep 
Score: -1167033.875000 Penalty: 2972.870605
	Iteration 66Q: 3 clusters Score -1167034 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 8149 members 
Entering Unmasked Estep 
Score: -1167032.750000 Penalty: 2972.870605
	Iteration 67Q: 3 clusters Score -1167033 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 8150 members 
Entering Unmasked Estep 
Score: -1167032.750000 Penalty: 2972.870605
	Iteration 68Q: 3 clusters Score -1167033 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 8150 members 
Entering Unmasked Estep 
Score: -1167032.750000 Penalty: 2972.870605
	Iteration 69F: 3 clusters Score -1167033 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (99433 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99433 members 
Entering Unmasked Estep 
Score: -12546211.000000 Penalty: 1869.926392
	Iteration 0F: 2 clusters Score -1.254621e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49847 members 
Mstep: Class 2 contains 49586 members 
Entering Unmasked Estep 
Score: -12480549.000000 Penalty: 3739.852783
	Iteration 0F: 3 clusters Score -1.248055e+07 nChanged 47459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52386 members 
Mstep: Class 2 contains 47047 members 
Entering Unmasked Estep 
Score: -12509088.000000 Penalty: 3739.852783
	Iteration 1F: 3 clusters Score -1.250909e+07 nChanged 4859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55005 members 
Mstep: Class 2 contains 44428 members 
Entering Unmasked Estep 
Score: -12511184.000000 Penalty: 3739.852783
	Iteration 2Q: 3 clusters Score -1.251118e+07 nChanged 6105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58806 members 
Mstep: Class 2 contains 40627 members 
Entering Unmasked Estep 
Score: -12514419.000000 Penalty: 3739.852783
	Iteration 3F: 3 clusters Score -1.251442e+07 nChanged 6958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63536 members 
Mstep: Class 2 contains 35897 members 
Entering Unmasked Estep 
Score: -12518617.000000 Penalty: 3739.852783
	Iteration 4F: 3 clusters Score -1.251862e+07 nChanged 7297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68723 members 
Mstep: Class 2 contains 30710 members 
Entering Unmasked Estep 
Score: -12523032.000000 Penalty: 3739.852783
	Iteration 5F: 3 clusters Score -1.252303e+07 nChanged 6585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73744 members 
Mstep: Class 2 contains 25689 members 
Entering Unmasked Estep 
Score: -12526921.000000 Penalty: 3739.852783
	Iteration 6F: 3 clusters Score -1.252692e+07 nChanged 5649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78441 members 
Mstep: Class 2 contains 20992 members 
Entering Unmasked Estep 
Score: -12530422.000000 Penalty: 3739.852783
	Iteration 7F: 3 clusters Score -1.253042e+07 nChanged 4712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82667 members 
Mstep: Class 2 contains 16766 members 
Entering Unmasked Estep 
Score: -12533367.000000 Penalty: 3739.852783
	Iteration 8Q: 3 clusters Score -1.253337e+07 nChanged 3976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86469 members 
Mstep: Class 2 contains 12964 members 
Entering Unmasked Estep 
Score: -12535943.000000 Penalty: 3739.852783
	Iteration 9Q: 3 clusters Score -1.253594e+07 nChanged 3456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89875 members 
Mstep: Class 2 contains 9558 members 
Entering Unmasked Estep 
Score: -12538262.000000 Penalty: 3739.852783
	Iteration 10Q: 3 clusters Score -1.253826e+07 nChanged 2781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92650 members 
Mstep: Class 2 contains 6783 members 
Entering Unmasked Estep 
Score: -12540096.000000 Penalty: 3739.852783
	Iteration 11Q: 3 clusters Score -1.25401e+07 nChanged 2198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94844 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -12541668.000000 Penalty: 3739.852783
	Iteration 12Q: 3 clusters Score -1.254167e+07 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96405 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -12542678.000000 Penalty: 3739.852783
	Iteration 13Q: 3 clusters Score -1.254268e+07 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97518 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -12543521.000000 Penalty: 3739.852783
	Iteration 14Q: 3 clusters Score -1.254352e+07 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98170 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -12543994.000000 Penalty: 3739.852783
	Iteration 15Q: 3 clusters Score -1.254399e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98525 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -12544218.000000 Penalty: 3739.852783
	Iteration 16Q: 3 clusters Score -1.254422e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98727 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -12544363.000000 Penalty: 3739.852783
	Iteration 17Q: 3 clusters Score -1.254436e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98844 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -12544448.000000 Penalty: 3739.852783
	Iteration 18Q: 3 clusters Score -1.254445e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98917 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -12544493.000000 Penalty: 3739.852783
	Iteration 19Q: 3 clusters Score -1.254449e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98957 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -12544531.000000 Penalty: 3739.852783
	Iteration 20F: 3 clusters Score -1.254453e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98988 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -12544566.000000 Penalty: 3739.852783
	Iteration 21Q: 3 clusters Score -1.254457e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99006 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -12544571.000000 Penalty: 3739.852783
	Iteration 22Q: 3 clusters Score -1.254457e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99018 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -12544608.000000 Penalty: 3739.852783
	Iteration 23Q: 3 clusters Score -1.254461e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99030 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -12544609.000000 Penalty: 3739.852783
	Iteration 24Q: 3 clusters Score -1.254461e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99031 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -12544624.000000 Penalty: 3739.852783
	Iteration 25Q: 3 clusters Score -1.254462e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99036 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -12544613.000000 Penalty: 3739.852783
	Iteration 26Q: 3 clusters Score -1.254461e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99041 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -12544622.000000 Penalty: 3739.852783
	Iteration 27Q: 3 clusters Score -1.254462e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99045 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -12544630.000000 Penalty: 3739.852783
	Iteration 28Q: 3 clusters Score -1.254463e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99053 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -12544632.000000 Penalty: 3739.852783
	Iteration 29Q: 3 clusters Score -1.254463e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99056 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -12544634.000000 Penalty: 3739.852783
	Iteration 30Q: 3 clusters Score -1.254463e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99059 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -12544644.000000 Penalty: 3739.852783
	Iteration 31Q: 3 clusters Score -1.254464e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99060 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -12544649.000000 Penalty: 3739.852783
	Iteration 32Q: 3 clusters Score -1.254465e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99061 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -12544655.000000 Penalty: 3739.852783
	Iteration 33Q: 3 clusters Score -1.254466e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99062 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -12544653.000000 Penalty: 3739.852783
	Iteration 34Q: 3 clusters Score -1.254465e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99061 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -12544654.000000 Penalty: 3739.852783
	Iteration 35Q: 3 clusters Score -1.254465e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99062 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -12544652.000000 Penalty: 3739.852783
	Iteration 36Q: 3 clusters Score -1.254465e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99064 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -12544654.000000 Penalty: 3739.852783
	Iteration 37Q: 3 clusters Score -1.254465e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99064 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -12544654.000000 Penalty: 3739.852783
	Iteration 38F: 3 clusters Score -1.254465e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (11673 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11673 members 
Entering Unmasked Estep 
Score: -1519455.625000 Penalty: 1521.817993
	Iteration 0F: 2 clusters Score -1519456 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5797 members 
Mstep: Class 2 contains 5876 members 
Entering Unmasked Estep 
Score: -1511174.875000 Penalty: 3043.635986
	Iteration 0F: 3 clusters Score -1511175 nChanged 5055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 6049 members 
Entering Unmasked Estep 
Score: -1513912.375000 Penalty: 3043.635986
	Iteration 1F: 3 clusters Score -1513912 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5579 members 
Mstep: Class 2 contains 6094 members 
Entering Unmasked Estep 
Score: -1514188.750000 Penalty: 3043.635986
	Iteration 2F: 3 clusters Score -1514189 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 6165 members 
Entering Unmasked Estep 
Score: -1514422.750000 Penalty: 3043.635986
	Iteration 3Q: 3 clusters Score -1514423 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5417 members 
Mstep: Class 2 contains 6256 members 
Entering Unmasked Estep 
Score: -1514609.875000 Penalty: 3043.635986
	Iteration 4Q: 3 clusters Score -1514610 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5278 members 
Mstep: Class 2 contains 6395 members 
Entering Unmasked Estep 
Score: -1514792.125000 Penalty: 3043.635986
	Iteration 5Q: 3 clusters Score -1514792 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 6533 members 
Entering Unmasked Estep 
Score: -1514969.125000 Penalty: 3043.635986
	Iteration 6Q: 3 clusters Score -1514969 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 6692 members 
Entering Unmasked Estep 
Score: -1515159.750000 Penalty: 3043.635986
	Iteration 7Q: 3 clusters Score -1515160 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 6903 members 
Entering Unmasked Estep 
Score: -1515449.250000 Penalty: 3043.635986
	Iteration 8Q: 3 clusters Score -1515449 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 7203 members 
Entering Unmasked Estep 
Score: -1515904.125000 Penalty: 3043.635986
	Iteration 9Q: 3 clusters Score -1515904 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 7484 members 
Entering Unmasked Estep 
Score: -1516418.125000 Penalty: 3043.635986
	Iteration 10F: 3 clusters Score -1516418 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 7730 members 
Entering Unmasked Estep 
Score: -1516892.625000 Penalty: 3043.635986
	Iteration 11F: 3 clusters Score -1516893 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 7874 members 
Entering Unmasked Estep 
Score: -1517244.625000 Penalty: 3043.635986
	Iteration 12Q: 3 clusters Score -1517245 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 7987 members 
Entering Unmasked Estep 
Score: -1517475.500000 Penalty: 3043.635986
	Iteration 13Q: 3 clusters Score -1517476 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 8083 members 
Entering Unmasked Estep 
Score: -1517660.625000 Penalty: 3043.635986
	Iteration 14Q: 3 clusters Score -1517661 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 8193 members 
Entering Unmasked Estep 
Score: -1517809.625000 Penalty: 3043.635986
	Iteration 15Q: 3 clusters Score -1517810 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 8302 members 
Entering Unmasked Estep 
Score: -1517936.875000 Penalty: 3043.635986
	Iteration 16Q: 3 clusters Score -1517937 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 8403 members 
Entering Unmasked Estep 
Score: -1518048.625000 Penalty: 3043.635986
	Iteration 17Q: 3 clusters Score -1518049 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 8495 members 
Entering Unmasked Estep 
Score: -1518152.000000 Penalty: 3043.635986
	Iteration 18Q: 3 clusters Score -1518152 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 8558 members 
Entering Unmasked Estep 
Score: -1518219.125000 Penalty: 3043.635986
	Iteration 19Q: 3 clusters Score -1518219 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 8623 members 
Entering Unmasked Estep 
Score: -1518286.625000 Penalty: 3043.635986
	Iteration 20F: 3 clusters Score -1518287 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 8673 members 
Entering Unmasked Estep 
Score: -1518345.750000 Penalty: 3043.635986
	Iteration 21Q: 3 clusters Score -1518346 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 8725 members 
Entering Unmasked Estep 
Score: -1518376.875000 Penalty: 3043.635986
	Iteration 22Q: 3 clusters Score -1518377 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 8769 members 
Entering Unmasked Estep 
Score: -1518401.375000 Penalty: 3043.635986
	Iteration 23Q: 3 clusters Score -1518401 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 8804 members 
Entering Unmasked Estep 
Score: -1518415.125000 Penalty: 3043.635986
	Iteration 24Q: 3 clusters Score -1518415 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 8833 members 
Entering Unmasked Estep 
Score: -1518431.750000 Penalty: 3043.635986
	Iteration 25Q: 3 clusters Score -1518432 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 8857 members 
Entering Unmasked Estep 
Score: -1518439.375000 Penalty: 3043.635986
	Iteration 26Q: 3 clusters Score -1518439 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 8872 members 
Entering Unmasked Estep 
Score: -1518444.250000 Penalty: 3043.635986
	Iteration 27Q: 3 clusters Score -1518444 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 8886 members 
Entering Unmasked Estep 
Score: -1518447.250000 Penalty: 3043.635986
	Iteration 28Q: 3 clusters Score -1518447 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 8897 members 
Entering Unmasked Estep 
Score: -1518450.750000 Penalty: 3043.635986
	Iteration 29Q: 3 clusters Score -1518451 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 8904 members 
Entering Unmasked Estep 
Score: -1518452.000000 Penalty: 3043.635986
	Iteration 30Q: 3 clusters Score -1518452 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 8916 members 
Entering Unmasked Estep 
Score: -1518454.250000 Penalty: 3043.635986
	Iteration 31Q: 3 clusters Score -1518454 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 8928 members 
Entering Unmasked Estep 
Score: -1518459.000000 Penalty: 3043.635986
	Iteration 32Q: 3 clusters Score -1518459 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 8944 members 
Entering Unmasked Estep 
Score: -1518461.500000 Penalty: 3043.635986
	Iteration 33Q: 3 clusters Score -1518462 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 8962 members 
Entering Unmasked Estep 
Score: -1518465.625000 Penalty: 3043.635986
	Iteration 34Q: 3 clusters Score -1518466 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 8971 members 
Entering Unmasked Estep 
Score: -1518470.625000 Penalty: 3043.635986
	Iteration 35Q: 3 clusters Score -1518471 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 8972 members 
Entering Unmasked Estep 
Score: -1518469.875000 Penalty: 3043.635986
	Iteration 36Q: 3 clusters Score -1518470 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 8978 members 
Entering Unmasked Estep 
Score: -1518473.125000 Penalty: 3043.635986
	Iteration 37Q: 3 clusters Score -1518473 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 8986 members 
Entering Unmasked Estep 
Score: -1518476.375000 Penalty: 3043.635986
	Iteration 38Q: 3 clusters Score -1518476 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 8993 members 
Entering Unmasked Estep 
Score: -1518478.125000 Penalty: 3043.635986
	Iteration 39Q: 3 clusters Score -1518478 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 9001 members 
Entering Unmasked Estep 
Score: -1518480.375000 Penalty: 3043.635986
	Iteration 40F: 3 clusters Score -1518480 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 9009 members 
Entering Unmasked Estep 
Score: -1518481.375000 Penalty: 3043.635986
	Iteration 41Q: 3 clusters Score -1518481 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 9013 members 
Entering Unmasked Estep 
Score: -1518480.000000 Penalty: 3043.635986
	Iteration 42Q: 3 clusters Score -1518480 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 9016 members 
Entering Unmasked Estep 
Score: -1518483.125000 Penalty: 3043.635986
	Iteration 43Q: 3 clusters Score -1518483 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 9016 members 
Entering Unmasked Estep 
Score: -1518485.625000 Penalty: 3043.635986
	Iteration 44Q: 3 clusters Score -1518486 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 9015 members 
Entering Unmasked Estep 
Score: -1518487.875000 Penalty: 3043.635986
	Iteration 45Q: 3 clusters Score -1518488 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 9014 members 
Entering Unmasked Estep 
Score: -1518487.750000 Penalty: 3043.635986
	Iteration 46Q: 3 clusters Score -1518488 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 9016 members 
Entering Unmasked Estep 
Score: -1518489.000000 Penalty: 3043.635986
	Iteration 47Q: 3 clusters Score -1518489 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 9017 members 
Entering Unmasked Estep 
Score: -1518488.250000 Penalty: 3043.635986
	Iteration 48Q: 3 clusters Score -1518488 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 9019 members 
Entering Unmasked Estep 
Score: -1518487.875000 Penalty: 3043.635986
	Iteration 49Q: 3 clusters Score -1518488 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 9019 members 
Entering Unmasked Estep 
Score: -1518487.875000 Penalty: 3043.635986
	Iteration 50F: 3 clusters Score -1518488 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (2289 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Entering Unmasked Estep 
Score: -272738.687500 Penalty: 1257.078979
	Iteration 0F: 2 clusters Score -272738.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -270414.968750 Penalty: 2514.157959
	Iteration 0F: 3 clusters Score -270415 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -270995.843750 Penalty: 2514.157959
	Iteration 1F: 3 clusters Score -270995.8 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -271151.781250 Penalty: 2514.157959
	Iteration 2F: 3 clusters Score -271151.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -271268.000000 Penalty: 2514.157959
	Iteration 3F: 3 clusters Score -271268 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -271372.437500 Penalty: 2514.157959
	Iteration 4Q: 3 clusters Score -271372.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -271456.625000 Penalty: 2514.157959
	Iteration 5Q: 3 clusters Score -271456.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -271510.593750 Penalty: 2514.157959
	Iteration 6Q: 3 clusters Score -271510.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -271560.406250 Penalty: 2514.157959
	Iteration 7Q: 3 clusters Score -271560.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -271597.687500 Penalty: 2514.157959
	Iteration 8Q: 3 clusters Score -271597.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -271633.625000 Penalty: 2514.157959
	Iteration 9Q: 3 clusters Score -271633.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -271664.312500 Penalty: 2514.157959
	Iteration 10Q: 3 clusters Score -271664.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -271692.250000 Penalty: 2514.157959
	Iteration 11Q: 3 clusters Score -271692.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -271710.531250 Penalty: 2514.157959
	Iteration 12Q: 3 clusters Score -271710.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -271726.187500 Penalty: 2514.157959
	Iteration 13Q: 3 clusters Score -271726.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -271738.843750 Penalty: 2514.157959
	Iteration 14Q: 3 clusters Score -271738.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -271751.593750 Penalty: 2514.157959
	Iteration 15Q: 3 clusters Score -271751.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -271763.593750 Penalty: 2514.157959
	Iteration 16Q: 3 clusters Score -271763.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -271771.562500 Penalty: 2514.157959
	Iteration 17Q: 3 clusters Score -271771.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -271781.406250 Penalty: 2514.157959
	Iteration 18Q: 3 clusters Score -271781.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -271789.812500 Penalty: 2514.157959
	Iteration 19Q: 3 clusters Score -271789.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -271796.093750 Penalty: 2514.157959
	Iteration 20F: 3 clusters Score -271796.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -271797.937500 Penalty: 2514.157959
	Iteration 21Q: 3 clusters Score -271797.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -271800.468750 Penalty: 2514.157959
	Iteration 22Q: 3 clusters Score -271800.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -271803.031250 Penalty: 2514.157959
	Iteration 23Q: 3 clusters Score -271803 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -271805.187500 Penalty: 2514.157959
	Iteration 24Q: 3 clusters Score -271805.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -271808.406250 Penalty: 2514.157959
	Iteration 25Q: 3 clusters Score -271808.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -271809.312500 Penalty: 2514.157959
	Iteration 26Q: 3 clusters Score -271809.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -271809.312500 Penalty: 2514.157959
	Iteration 27F: 3 clusters Score -271809.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (35379 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35379 members 
Entering Unmasked Estep 
Score: -4486786.500000 Penalty: 1702.004517
	Iteration 0F: 2 clusters Score -4486786 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17704 members 
Mstep: Class 2 contains 17675 members 
Entering Unmasked Estep 
Score: -4463053.000000 Penalty: 3404.009033
	Iteration 0F: 3 clusters Score -4463053 nChanged 16342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17852 members 
Mstep: Class 2 contains 17527 members 
Entering Unmasked Estep 
Score: -4472212.500000 Penalty: 3404.009033
	Iteration 1F: 3 clusters Score -4472212 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17967 members 
Mstep: Class 2 contains 17412 members 
Entering Unmasked Estep 
Score: -4472637.000000 Penalty: 3404.009033
	Iteration 2Q: 3 clusters Score -4472637 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18155 members 
Mstep: Class 2 contains 17224 members 
Entering Unmasked Estep 
Score: -4473115.500000 Penalty: 3404.009033
	Iteration 3Q: 3 clusters Score -4473116 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18535 members 
Mstep: Class 2 contains 16844 members 
Entering Unmasked Estep 
Score: -4473682.000000 Penalty: 3404.009033
	Iteration 4Q: 3 clusters Score -4473682 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19092 members 
Mstep: Class 2 contains 16287 members 
Entering Unmasked Estep 
Score: -4474456.500000 Penalty: 3404.009033
	Iteration 5Q: 3 clusters Score -4474456 nChanged 1912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19906 members 
Mstep: Class 2 contains 15473 members 
Entering Unmasked Estep 
Score: -4475484.500000 Penalty: 3404.009033
	Iteration 6F: 3 clusters Score -4475484 nChanged 2050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20904 members 
Mstep: Class 2 contains 14475 members 
Entering Unmasked Estep 
Score: -4476784.500000 Penalty: 3404.009033
	Iteration 7F: 3 clusters Score -4476784 nChanged 2259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22125 members 
Mstep: Class 2 contains 13254 members 
Entering Unmasked Estep 
Score: -4478360.000000 Penalty: 3404.009033
	Iteration 8F: 3 clusters Score -4478360 nChanged 2163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23392 members 
Mstep: Class 2 contains 11987 members 
Entering Unmasked Estep 
Score: -4480056.500000 Penalty: 3404.009033
	Iteration 9F: 3 clusters Score -4480056 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24433 members 
Mstep: Class 2 contains 10946 members 
Entering Unmasked Estep 
Score: -4481679.000000 Penalty: 3404.009033
	Iteration 10F: 3 clusters Score -4481679 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25115 members 
Mstep: Class 2 contains 10264 members 
Entering Unmasked Estep 
Score: -4482970.500000 Penalty: 3404.009033
	Iteration 11Q: 3 clusters Score -4482970 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25518 members 
Mstep: Class 2 contains 9861 members 
Entering Unmasked Estep 
Score: -4483633.500000 Penalty: 3404.009033
	Iteration 12Q: 3 clusters Score -4483634 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25755 members 
Mstep: Class 2 contains 9624 members 
Entering Unmasked Estep 
Score: -4483923.500000 Penalty: 3404.009033
	Iteration 13Q: 3 clusters Score -4483924 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25945 members 
Mstep: Class 2 contains 9434 members 
Entering Unmasked Estep 
Score: -4484054.000000 Penalty: 3404.009033
	Iteration 14Q: 3 clusters Score -4484054 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26079 members 
Mstep: Class 2 contains 9300 members 
Entering Unmasked Estep 
Score: -4484124.000000 Penalty: 3404.009033
	Iteration 15Q: 3 clusters Score -4484124 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26210 members 
Mstep: Class 2 contains 9169 members 
Entering Unmasked Estep 
Score: -4484183.000000 Penalty: 3404.009033
	Iteration 16Q: 3 clusters Score -4484183 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26342 members 
Mstep: Class 2 contains 9037 members 
Entering Unmasked Estep 
Score: -4484227.000000 Penalty: 3404.009033
	Iteration 17Q: 3 clusters Score -4484227 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26465 members 
Mstep: Class 2 contains 8914 members 
Entering Unmasked Estep 
Score: -4484241.000000 Penalty: 3404.009033
	Iteration 18Q: 3 clusters Score -4484241 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26623 members 
Mstep: Class 2 contains 8756 members 
Entering Unmasked Estep 
Score: -4484281.500000 Penalty: 3404.009033
	Iteration 19Q: 3 clusters Score -4484282 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26800 members 
Mstep: Class 2 contains 8579 members 
Entering Unmasked Estep 
Score: -4484313.500000 Penalty: 3404.009033
	Iteration 20F: 3 clusters Score -4484314 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26966 members 
Mstep: Class 2 contains 8413 members 
Entering Unmasked Estep 
Score: -4484341.000000 Penalty: 3404.009033
	Iteration 21Q: 3 clusters Score -4484341 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27126 members 
Mstep: Class 2 contains 8253 members 
Entering Unmasked Estep 
Score: -4484371.000000 Penalty: 3404.009033
	Iteration 22Q: 3 clusters Score -4484371 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27282 members 
Mstep: Class 2 contains 8097 members 
Entering Unmasked Estep 
Score: -4484393.000000 Penalty: 3404.009033
	Iteration 23Q: 3 clusters Score -4484393 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27443 members 
Mstep: Class 2 contains 7936 members 
Entering Unmasked Estep 
Score: -4484425.000000 Penalty: 3404.009033
	Iteration 24Q: 3 clusters Score -4484425 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27622 members 
Mstep: Class 2 contains 7757 members 
Entering Unmasked Estep 
Score: -4484460.500000 Penalty: 3404.009033
	Iteration 25Q: 3 clusters Score -4484460 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27820 members 
Mstep: Class 2 contains 7559 members 
Entering Unmasked Estep 
Score: -4484493.500000 Penalty: 3404.009033
	Iteration 26Q: 3 clusters Score -4484494 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28028 members 
Mstep: Class 2 contains 7351 members 
Entering Unmasked Estep 
Score: -4484544.500000 Penalty: 3404.009033
	Iteration 27Q: 3 clusters Score -4484544 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28268 members 
Mstep: Class 2 contains 7111 members 
Entering Unmasked Estep 
Score: -4484584.500000 Penalty: 3404.009033
	Iteration 28Q: 3 clusters Score -4484584 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28531 members 
Mstep: Class 2 contains 6848 members 
Entering Unmasked Estep 
Score: -4484653.500000 Penalty: 3404.009033
	Iteration 29Q: 3 clusters Score -4484654 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28801 members 
Mstep: Class 2 contains 6578 members 
Entering Unmasked Estep 
Score: -4484705.500000 Penalty: 3404.009033
	Iteration 30Q: 3 clusters Score -4484706 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29086 members 
Mstep: Class 2 contains 6293 members 
Entering Unmasked Estep 
Score: -4484788.000000 Penalty: 3404.009033
	Iteration 31Q: 3 clusters Score -4484788 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29413 members 
Mstep: Class 2 contains 5966 members 
Entering Unmasked Estep 
Score: -4484901.000000 Penalty: 3404.009033
	Iteration 32Q: 3 clusters Score -4484901 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29765 members 
Mstep: Class 2 contains 5614 members 
Entering Unmasked Estep 
Score: -4485022.000000 Penalty: 3404.009033
	Iteration 33Q: 3 clusters Score -4485022 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30113 members 
Mstep: Class 2 contains 5266 members 
Entering Unmasked Estep 
Score: -4485166.000000 Penalty: 3404.009033
	Iteration 34Q: 3 clusters Score -4485166 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30436 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -4485310.500000 Penalty: 3404.009033
	Iteration 35Q: 3 clusters Score -4485310 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30765 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -4485438.500000 Penalty: 3404.009033
	Iteration 36Q: 3 clusters Score -4485438 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31079 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -4485556.000000 Penalty: 3404.009033
	Iteration 37Q: 3 clusters Score -4485556 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31344 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -4485679.500000 Penalty: 3404.009033
	Iteration 38Q: 3 clusters Score -4485680 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31591 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -4485757.500000 Penalty: 3404.009033
	Iteration 39Q: 3 clusters Score -4485758 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31822 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -4485824.000000 Penalty: 3404.009033
	Iteration 40F: 3 clusters Score -4485824 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32000 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -4485882.000000 Penalty: 3404.009033
	Iteration 41Q: 3 clusters Score -4485882 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32147 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -4485920.000000 Penalty: 3404.009033
	Iteration 42Q: 3 clusters Score -4485920 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32264 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -4485964.000000 Penalty: 3404.009033
	Iteration 43Q: 3 clusters Score -4485964 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32355 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -4485978.000000 Penalty: 3404.009033
	Iteration 44Q: 3 clusters Score -4485978 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32430 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -4485998.500000 Penalty: 3404.009033
	Iteration 45Q: 3 clusters Score -4485998 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32494 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -4486016.500000 Penalty: 3404.009033
	Iteration 46Q: 3 clusters Score -4486016 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32542 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -4486009.500000 Penalty: 3404.009033
	Iteration 47Q: 3 clusters Score -4486010 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32568 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -4486020.000000 Penalty: 3404.009033
	Iteration 48Q: 3 clusters Score -4486020 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32594 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -4486028.000000 Penalty: 3404.009033
	Iteration 49Q: 3 clusters Score -4486028 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32631 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -4486043.500000 Penalty: 3404.009033
	Iteration 50Q: 3 clusters Score -4486044 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32655 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -4486038.000000 Penalty: 3404.009033
	Iteration 51Q: 3 clusters Score -4486038 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32676 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -4486046.000000 Penalty: 3404.009033
	Iteration 52Q: 3 clusters Score -4486046 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32692 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -4486048.500000 Penalty: 3404.009033
	Iteration 53Q: 3 clusters Score -4486048 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32707 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -4486047.000000 Penalty: 3404.009033
	Iteration 54Q: 3 clusters Score -4486047 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32717 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -4486056.000000 Penalty: 3404.009033
	Iteration 55Q: 3 clusters Score -4486056 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32727 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -4486053.000000 Penalty: 3404.009033
	Iteration 56Q: 3 clusters Score -4486053 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32736 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -4486057.000000 Penalty: 3404.009033
	Iteration 57Q: 3 clusters Score -4486057 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32743 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -4486060.500000 Penalty: 3404.009033
	Iteration 58Q: 3 clusters Score -4486060 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32752 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -4486064.500000 Penalty: 3404.009033
	Iteration 59Q: 3 clusters Score -4486064 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32762 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -4486064.000000 Penalty: 3404.009033
	Iteration 60F: 3 clusters Score -4486064 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32770 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -4486060.500000 Penalty: 3404.009033
	Iteration 61Q: 3 clusters Score -4486060 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32778 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -4486062.500000 Penalty: 3404.009033
	Iteration 62Q: 3 clusters Score -4486062 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32787 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -4486061.000000 Penalty: 3404.009033
	Iteration 63Q: 3 clusters Score -4486061 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32793 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -4486063.500000 Penalty: 3404.009033
	Iteration 64Q: 3 clusters Score -4486064 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32798 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -4486062.500000 Penalty: 3404.009033
	Iteration 65Q: 3 clusters Score -4486062 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32804 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -4486064.000000 Penalty: 3404.009033
	Iteration 66Q: 3 clusters Score -4486064 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32812 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -4486063.500000 Penalty: 3404.009033
	Iteration 67Q: 3 clusters Score -4486064 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32821 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -4486070.000000 Penalty: 3404.009033
	Iteration 68Q: 3 clusters Score -4486070 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32829 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -4486070.500000 Penalty: 3404.009033
	Iteration 69Q: 3 clusters Score -4486070 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32836 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -4486068.500000 Penalty: 3404.009033
	Iteration 70Q: 3 clusters Score -4486068 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32842 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -4486068.000000 Penalty: 3404.009033
	Iteration 71Q: 3 clusters Score -4486068 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32845 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -4486068.500000 Penalty: 3404.009033
	Iteration 72Q: 3 clusters Score -4486068 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32845 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -4486068.500000 Penalty: 3404.009033
	Iteration 73F: 3 clusters Score -4486068 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (18834 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18834 members 
Entering Unmasked Estep 
Score: -2360202.500000 Penalty: 1599.555542
	Iteration 0F: 2 clusters Score -2360202 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9351 members 
Mstep: Class 2 contains 9483 members 
Entering Unmasked Estep 
Score: -2347311.500000 Penalty: 3199.111084
	Iteration 0F: 3 clusters Score -2347312 nChanged 8555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8714 members 
Mstep: Class 2 contains 10120 members 
Entering Unmasked Estep 
Score: -2352367.750000 Penalty: 3199.111084
	Iteration 1F: 3 clusters Score -2352368 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8143 members 
Mstep: Class 2 contains 10691 members 
Entering Unmasked Estep 
Score: -2353543.500000 Penalty: 3199.111084
	Iteration 2F: 3 clusters Score -2353544 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7377 members 
Mstep: Class 2 contains 11457 members 
Entering Unmasked Estep 
Score: -2354958.500000 Penalty: 3199.111084
	Iteration 3F: 3 clusters Score -2354958 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6457 members 
Mstep: Class 2 contains 12377 members 
Entering Unmasked Estep 
Score: -2356223.750000 Penalty: 3199.111084
	Iteration 4F: 3 clusters Score -2356224 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5614 members 
Mstep: Class 2 contains 13220 members 
Entering Unmasked Estep 
Score: -2357163.750000 Penalty: 3199.111084
	Iteration 5F: 3 clusters Score -2357164 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 13885 members 
Entering Unmasked Estep 
Score: -2357847.250000 Penalty: 3199.111084
	Iteration 6F: 3 clusters Score -2357847 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 14373 members 
Entering Unmasked Estep 
Score: -2358312.750000 Penalty: 3199.111084
	Iteration 7Q: 3 clusters Score -2358313 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 14747 members 
Entering Unmasked Estep 
Score: -2358658.500000 Penalty: 3199.111084
	Iteration 8Q: 3 clusters Score -2358658 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 15016 members 
Entering Unmasked Estep 
Score: -2358890.250000 Penalty: 3199.111084
	Iteration 9Q: 3 clusters Score -2358890 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 15225 members 
Entering Unmasked Estep 
Score: -2359044.750000 Penalty: 3199.111084
	Iteration 10Q: 3 clusters Score -2359045 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 15436 members 
Entering Unmasked Estep 
Score: -2359165.500000 Penalty: 3199.111084
	Iteration 11Q: 3 clusters Score -2359166 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 15603 members 
Entering Unmasked Estep 
Score: -2359254.250000 Penalty: 3199.111084
	Iteration 12Q: 3 clusters Score -2359254 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 15755 members 
Entering Unmasked Estep 
Score: -2359349.000000 Penalty: 3199.111084
	Iteration 13Q: 3 clusters Score -2359349 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 15896 members 
Entering Unmasked Estep 
Score: -2359426.500000 Penalty: 3199.111084
	Iteration 14Q: 3 clusters Score -2359426 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 16020 members 
Entering Unmasked Estep 
Score: -2359513.250000 Penalty: 3199.111084
	Iteration 15Q: 3 clusters Score -2359513 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 16138 members 
Entering Unmasked Estep 
Score: -2359587.750000 Penalty: 3199.111084
	Iteration 16Q: 3 clusters Score -2359588 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 16260 members 
Entering Unmasked Estep 
Score: -2359675.500000 Penalty: 3199.111084
	Iteration 17Q: 3 clusters Score -2359676 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 16368 members 
Entering Unmasked Estep 
Score: -2359740.750000 Penalty: 3199.111084
	Iteration 18Q: 3 clusters Score -2359741 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 16456 members 
Entering Unmasked Estep 
Score: -2359805.000000 Penalty: 3199.111084
	Iteration 19Q: 3 clusters Score -2359805 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 16560 members 
Entering Unmasked Estep 
Score: -2359875.250000 Penalty: 3199.111084
	Iteration 20F: 3 clusters Score -2359875 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 16642 members 
Entering Unmasked Estep 
Score: -2359942.750000 Penalty: 3199.111084
	Iteration 21Q: 3 clusters Score -2359943 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 16722 members 
Entering Unmasked Estep 
Score: -2360012.750000 Penalty: 3199.111084
	Iteration 22Q: 3 clusters Score -2360013 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 16799 members 
Entering Unmasked Estep 
Score: -2360064.500000 Penalty: 3199.111084
	Iteration 23Q: 3 clusters Score -2360064 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 16866 members 
Entering Unmasked Estep 
Score: -2360108.250000 Penalty: 3199.111084
	Iteration 24Q: 3 clusters Score -2360108 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 16919 members 
Entering Unmasked Estep 
Score: -2360148.250000 Penalty: 3199.111084
	Iteration 25Q: 3 clusters Score -2360148 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 16961 members 
Entering Unmasked Estep 
Score: -2360172.750000 Penalty: 3199.111084
	Iteration 26Q: 3 clusters Score -2360173 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 16986 members 
Entering Unmasked Estep 
Score: -2360176.250000 Penalty: 3199.111084
	Iteration 27Q: 3 clusters Score -2360176 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 17006 members 
Entering Unmasked Estep 
Score: -2360198.000000 Penalty: 3199.111084
	Iteration 28Q: 3 clusters Score -2360198 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 17028 members 
Entering Unmasked Estep 
Score: -2360218.250000 Penalty: 3199.111084
	Iteration 29Q: 3 clusters Score -2360218 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 17054 members 
Entering Unmasked Estep 
Score: -2360228.000000 Penalty: 3199.111084
	Iteration 30Q: 3 clusters Score -2360228 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 17076 members 
Entering Unmasked Estep 
Score: -2360244.500000 Penalty: 3199.111084
	Iteration 31Q: 3 clusters Score -2360244 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 17099 members 
Entering Unmasked Estep 
Score: -2360258.750000 Penalty: 3199.111084
	Iteration 32Q: 3 clusters Score -2360259 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 17116 members 
Entering Unmasked Estep 
Score: -2360269.500000 Penalty: 3199.111084
	Iteration 33Q: 3 clusters Score -2360270 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 17126 members 
Entering Unmasked Estep 
Score: -2360280.000000 Penalty: 3199.111084
	Iteration 34Q: 3 clusters Score -2360280 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 17137 members 
Entering Unmasked Estep 
Score: -2360289.750000 Penalty: 3199.111084
	Iteration 35Q: 3 clusters Score -2360290 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 17144 members 
Entering Unmasked Estep 
Score: -2360287.000000 Penalty: 3199.111084
	Iteration 36Q: 3 clusters Score -2360287 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 17148 members 
Entering Unmasked Estep 
Score: -2360289.250000 Penalty: 3199.111084
	Iteration 37Q: 3 clusters Score -2360289 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 17153 members 
Entering Unmasked Estep 
Score: -2360296.500000 Penalty: 3199.111084
	Iteration 38Q: 3 clusters Score -2360296 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 17164 members 
Entering Unmasked Estep 
Score: -2360299.250000 Penalty: 3199.111084
	Iteration 39Q: 3 clusters Score -2360299 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 17170 members 
Entering Unmasked Estep 
Score: -2360300.000000 Penalty: 3199.111084
	Iteration 40F: 3 clusters Score -2360300 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 17172 members 
Entering Unmasked Estep 
Score: -2360305.250000 Penalty: 3199.111084
	Iteration 41Q: 3 clusters Score -2360305 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 17180 members 
Entering Unmasked Estep 
Score: -2360311.500000 Penalty: 3199.111084
	Iteration 42Q: 3 clusters Score -2360312 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 17182 members 
Entering Unmasked Estep 
Score: -2360312.500000 Penalty: 3199.111084
	Iteration 43Q: 3 clusters Score -2360312 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 17187 members 
Entering Unmasked Estep 
Score: -2360307.500000 Penalty: 3199.111084
	Iteration 44Q: 3 clusters Score -2360308 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 17190 members 
Entering Unmasked Estep 
Score: -2360310.500000 Penalty: 3199.111084
	Iteration 45Q: 3 clusters Score -2360310 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 17193 members 
Entering Unmasked Estep 
Score: -2360314.000000 Penalty: 3199.111084
	Iteration 46Q: 3 clusters Score -2360314 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 17192 members 
Entering Unmasked Estep 
Score: -2360310.500000 Penalty: 3199.111084
	Iteration 47Q: 3 clusters Score -2360310 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 17193 members 
Entering Unmasked Estep 
Score: -2360309.500000 Penalty: 3199.111084
	Iteration 48Q: 3 clusters Score -2360310 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 17193 members 
Entering Unmasked Estep 
Score: -2360311.000000 Penalty: 3199.111084
	Iteration 49Q: 3 clusters Score -2360311 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 17195 members 
Entering Unmasked Estep 
Score: -2360313.500000 Penalty: 3199.111084
	Iteration 50Q: 3 clusters Score -2360314 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 17198 members 
Entering Unmasked Estep 
Score: -2360316.500000 Penalty: 3199.111084
	Iteration 51Q: 3 clusters Score -2360316 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 17202 members 
Entering Unmasked Estep 
Score: -2360314.000000 Penalty: 3199.111084
	Iteration 52Q: 3 clusters Score -2360314 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 17206 members 
Entering Unmasked Estep 
Score: -2360316.250000 Penalty: 3199.111084
	Iteration 53Q: 3 clusters Score -2360316 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 17212 members 
Entering Unmasked Estep 
Score: -2360321.250000 Penalty: 3199.111084
	Iteration 54Q: 3 clusters Score -2360321 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 17215 members 
Entering Unmasked Estep 
Score: -2360320.750000 Penalty: 3199.111084
	Iteration 55Q: 3 clusters Score -2360321 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 17216 members 
Entering Unmasked Estep 
Score: -2360320.500000 Penalty: 3199.111084
	Iteration 56Q: 3 clusters Score -2360320 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 17216 members 
Entering Unmasked Estep 
Score: -2360320.500000 Penalty: 3199.111084
	Iteration 57F: 3 clusters Score -2360320 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 9389 members 
Mstep: Class 3 contains 99433 members 
Mstep: Class 4 contains 11673 members 
Mstep: Class 5 contains 2289 members 
Mstep: Class 6 contains 35379 members 
Mstep: Class 7 contains 1618 members 
Mstep: Class 8 contains 7948 members 
Mstep: Class 9 contains 18448 members 
Mstep: Class 10 contains 25112 members 
Mstep: Class 11 contains 5927 members 
Mstep: Class 12 contains 3302 members 
Mstep: Class 13 contains 18782 members 
Mstep: Class 14 contains 38247 members 
Mstep: Class 15 contains 49406 members 
Mstep: Class 16 contains 4129 members 
Mstep: Class 17 contains 6545 members 
Mstep: Class 18 contains 51279 members 
Mstep: Class 19 contains 2187 members 
Mstep: Class 20 contains 2584 members 
Mstep: Class 21 contains 2678 members 
Mstep: Class 22 contains 3294 members 
Mstep: Class 23 contains 46276 members 
Mstep: Class 24 contains 31453 members 
Mstep: Class 25 contains 12629 members 
Mstep: Class 26 contains 8371 members 
Mstep: Class 27 contains 8724 members 
Mstep: Class 28 contains 2366 members 
Mstep: Class 29 contains 23498 members 
Mstep: Class 30 contains 51737 members 
Mstep: Class 31 contains 5351 members 
Mstep: Class 32 contains 34005 members 
Mstep: Class 33 contains 12269 members 
Mstep: Class 34 contains 16695 members 
Mstep: Class 35 contains 149875 members 
Mstep: Class 36 contains 17216 members 
Entering Unmasked Estep 
Score: -100280360.000000 Penalty: 79664.296875
Splitting cluster 7 changes total score from -100280720.000000 to -100280360.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (7948 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7948 members 
Entering Unmasked Estep 
Score: -1002881.937500 Penalty: 1459.359741
	Iteration 0F: 2 clusters Score -1002882 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -997113.062500 Penalty: 2918.719482
	Iteration 0F: 3 clusters Score -997113.1 nChanged 3322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -999053.000000 Penalty: 2918.719482
	Iteration 1F: 3 clusters Score -999053 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -999569.437500 Penalty: 2918.719482
	Iteration 2F: 3 clusters Score -999569.4 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -1000160.562500 Penalty: 2918.719482
	Iteration 3F: 3 clusters Score -1000161 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -1000705.875000 Penalty: 2918.719482
	Iteration 4F: 3 clusters Score -1000706 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 5394 members 
Entering Unmasked Estep 
Score: -1001072.625000 Penalty: 2918.719482
	Iteration 5F: 3 clusters Score -1001073 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 5602 members 
Entering Unmasked Estep 
Score: -1001294.562500 Penalty: 2918.719482
	Iteration 6F: 3 clusters Score -1001295 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 5788 members 
Entering Unmasked Estep 
Score: -1001439.312500 Penalty: 2918.719482
	Iteration 7Q: 3 clusters Score -1001439 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 5934 members 
Entering Unmasked Estep 
Score: -1001522.437500 Penalty: 2918.719482
	Iteration 8Q: 3 clusters Score -1001522 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 6049 members 
Entering Unmasked Estep 
Score: -1001579.187500 Penalty: 2918.719482
	Iteration 9Q: 3 clusters Score -1001579 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 6144 members 
Entering Unmasked Estep 
Score: -1001622.687500 Penalty: 2918.719482
	Iteration 10Q: 3 clusters Score -1001623 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 6231 members 
Entering Unmasked Estep 
Score: -1001660.312500 Penalty: 2918.719482
	Iteration 11Q: 3 clusters Score -1001660 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 6306 members 
Entering Unmasked Estep 
Score: -1001693.875000 Penalty: 2918.719482
	Iteration 12Q: 3 clusters Score -1001694 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 6368 members 
Entering Unmasked Estep 
Score: -1001717.250000 Penalty: 2918.719482
	Iteration 13Q: 3 clusters Score -1001717 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 6419 members 
Entering Unmasked Estep 
Score: -1001736.750000 Penalty: 2918.719482
	Iteration 14Q: 3 clusters Score -1001737 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 6460 members 
Entering Unmasked Estep 
Score: -1001749.312500 Penalty: 2918.719482
	Iteration 15Q: 3 clusters Score -1001749 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 6506 members 
Entering Unmasked Estep 
Score: -1001763.125000 Penalty: 2918.719482
	Iteration 16Q: 3 clusters Score -1001763 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 6554 members 
Entering Unmasked Estep 
Score: -1001781.187500 Penalty: 2918.719482
	Iteration 17Q: 3 clusters Score -1001781 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 6596 members 
Entering Unmasked Estep 
Score: -1001795.250000 Penalty: 2918.719482
	Iteration 18Q: 3 clusters Score -1001795 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 6636 members 
Entering Unmasked Estep 
Score: -1001810.875000 Penalty: 2918.719482
	Iteration 19Q: 3 clusters Score -1001811 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 6675 members 
Entering Unmasked Estep 
Score: -1001826.562500 Penalty: 2918.719482
	Iteration 20F: 3 clusters Score -1001827 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 6721 members 
Entering Unmasked Estep 
Score: -1001845.250000 Penalty: 2918.719482
	Iteration 21Q: 3 clusters Score -1001845 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 6763 members 
Entering Unmasked Estep 
Score: -1001862.875000 Penalty: 2918.719482
	Iteration 22Q: 3 clusters Score -1001863 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 6805 members 
Entering Unmasked Estep 
Score: -1001873.937500 Penalty: 2918.719482
	Iteration 23Q: 3 clusters Score -1001874 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 6852 members 
Entering Unmasked Estep 
Score: -1001894.812500 Penalty: 2918.719482
	Iteration 24Q: 3 clusters Score -1001895 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 6895 members 
Entering Unmasked Estep 
Score: -1001910.750000 Penalty: 2918.719482
	Iteration 25Q: 3 clusters Score -1001911 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 6921 members 
Entering Unmasked Estep 
Score: -1001924.687500 Penalty: 2918.719482
	Iteration 26Q: 3 clusters Score -1001925 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 6945 members 
Entering Unmasked Estep 
Score: -1001932.562500 Penalty: 2918.719482
	Iteration 27Q: 3 clusters Score -1001933 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 6973 members 
Entering Unmasked Estep 
Score: -1001942.812500 Penalty: 2918.719482
	Iteration 28Q: 3 clusters Score -1001943 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 6993 members 
Entering Unmasked Estep 
Score: -1001949.875000 Penalty: 2918.719482
	Iteration 29Q: 3 clusters Score -1001950 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 7009 members 
Entering Unmasked Estep 
Score: -1001956.125000 Penalty: 2918.719482
	Iteration 30Q: 3 clusters Score -1001956 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 7030 members 
Entering Unmasked Estep 
Score: -1001967.875000 Penalty: 2918.719482
	Iteration 31Q: 3 clusters Score -1001968 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 7054 members 
Entering Unmasked Estep 
Score: -1001976.375000 Penalty: 2918.719482
	Iteration 32Q: 3 clusters Score -1001976 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 7075 members 
Entering Unmasked Estep 
Score: -1001983.437500 Penalty: 2918.719482
	Iteration 33Q: 3 clusters Score -1001983 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 7098 members 
Entering Unmasked Estep 
Score: -1001994.562500 Penalty: 2918.719482
	Iteration 34Q: 3 clusters Score -1001995 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 7115 members 
Entering Unmasked Estep 
Score: -1002001.312500 Penalty: 2918.719482
	Iteration 35Q: 3 clusters Score -1002001 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 7131 members 
Entering Unmasked Estep 
Score: -1002009.500000 Penalty: 2918.719482
	Iteration 36Q: 3 clusters Score -1002010 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 7142 members 
Entering Unmasked Estep 
Score: -1002014.812500 Penalty: 2918.719482
	Iteration 37Q: 3 clusters Score -1002015 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 7152 members 
Entering Unmasked Estep 
Score: -1002018.125000 Penalty: 2918.719482
	Iteration 38Q: 3 clusters Score -1002018 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 7165 members 
Entering Unmasked Estep 
Score: -1002021.625000 Penalty: 2918.719482
	Iteration 39Q: 3 clusters Score -1002022 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 7177 members 
Entering Unmasked Estep 
Score: -1002025.562500 Penalty: 2918.719482
	Iteration 40F: 3 clusters Score -1002026 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 7188 members 
Entering Unmasked Estep 
Score: -1002029.812500 Penalty: 2918.719482
	Iteration 41Q: 3 clusters Score -1002030 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 7200 members 
Entering Unmasked Estep 
Score: -1002034.687500 Penalty: 2918.719482
	Iteration 42Q: 3 clusters Score -1002035 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 7203 members 
Entering Unmasked Estep 
Score: -1002036.812500 Penalty: 2918.719482
	Iteration 43Q: 3 clusters Score -1002037 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 7211 members 
Entering Unmasked Estep 
Score: -1002040.375000 Penalty: 2918.719482
	Iteration 44Q: 3 clusters Score -1002040 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 7217 members 
Entering Unmasked Estep 
Score: -1002042.812500 Penalty: 2918.719482
	Iteration 45Q: 3 clusters Score -1002043 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 7223 members 
Entering Unmasked Estep 
Score: -1002043.687500 Penalty: 2918.719482
	Iteration 46Q: 3 clusters Score -1002044 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 7228 members 
Entering Unmasked Estep 
Score: -1002047.125000 Penalty: 2918.719482
	Iteration 47Q: 3 clusters Score -1002047 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 7233 members 
Entering Unmasked Estep 
Score: -1002049.125000 Penalty: 2918.719482
	Iteration 48Q: 3 clusters Score -1002049 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 7241 members 
Entering Unmasked Estep 
Score: -1002053.875000 Penalty: 2918.719482
	Iteration 49Q: 3 clusters Score -1002054 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 7249 members 
Entering Unmasked Estep 
Score: -1002055.875000 Penalty: 2918.719482
	Iteration 50Q: 3 clusters Score -1002056 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 7261 members 
Entering Unmasked Estep 
Score: -1002062.437500 Penalty: 2918.719482
	Iteration 51Q: 3 clusters Score -1002062 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 7275 members 
Entering Unmasked Estep 
Score: -1002067.312500 Penalty: 2918.719482
	Iteration 52Q: 3 clusters Score -1002067 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 7282 members 
Entering Unmasked Estep 
Score: -1002068.187500 Penalty: 2918.719482
	Iteration 53Q: 3 clusters Score -1002068 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 7285 members 
Entering Unmasked Estep 
Score: -1002070.437500 Penalty: 2918.719482
	Iteration 54Q: 3 clusters Score -1002070 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 7286 members 
Entering Unmasked Estep 
Score: -1002070.062500 Penalty: 2918.719482
	Iteration 55Q: 3 clusters Score -1002070 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 7288 members 
Entering Unmasked Estep 
Score: -1002073.312500 Penalty: 2918.719482
	Iteration 56Q: 3 clusters Score -1002073 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 7291 members 
Entering Unmasked Estep 
Score: -1002074.937500 Penalty: 2918.719482
	Iteration 57Q: 3 clusters Score -1002075 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 7293 members 
Entering Unmasked Estep 
Score: -1002076.625000 Penalty: 2918.719482
	Iteration 58Q: 3 clusters Score -1002077 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 7296 members 
Entering Unmasked Estep 
Score: -1002078.437500 Penalty: 2918.719482
	Iteration 59Q: 3 clusters Score -1002078 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 7299 members 
Entering Unmasked Estep 
Score: -1002081.000000 Penalty: 2918.719482
	Iteration 60F: 3 clusters Score -1002081 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 7302 members 
Entering Unmasked Estep 
Score: -1002080.687500 Penalty: 2918.719482
	Iteration 61Q: 3 clusters Score -1002081 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 7305 members 
Entering Unmasked Estep 
Score: -1002082.250000 Penalty: 2918.719482
	Iteration 62Q: 3 clusters Score -1002082 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 7305 members 
Entering Unmasked Estep 
Score: -1002084.062500 Penalty: 2918.719482
	Iteration 63Q: 3 clusters Score -1002084 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 7304 members 
Entering Unmasked Estep 
Score: -1002084.250000 Penalty: 2918.719482
	Iteration 64Q: 3 clusters Score -1002084 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 7304 members 
Entering Unmasked Estep 
Score: -1002084.250000 Penalty: 2918.719482
	Iteration 65F: 3 clusters Score -1002084 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (18448 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18448 members 
Entering Unmasked Estep 
Score: -2299793.250000 Penalty: 1596.190552
	Iteration 0F: 2 clusters Score -2299793 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9166 members 
Mstep: Class 2 contains 9282 members 
Entering Unmasked Estep 
Score: -2287144.750000 Penalty: 3192.381104
	Iteration 0F: 3 clusters Score -2287145 nChanged 8329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9029 members 
Mstep: Class 2 contains 9419 members 
Entering Unmasked Estep 
Score: -2291812.750000 Penalty: 3192.381104
	Iteration 1F: 3 clusters Score -2291813 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8950 members 
Mstep: Class 2 contains 9498 members 
Entering Unmasked Estep 
Score: -2292219.000000 Penalty: 3192.381104
	Iteration 2F: 3 clusters Score -2292219 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8860 members 
Mstep: Class 2 contains 9588 members 
Entering Unmasked Estep 
Score: -2292649.250000 Penalty: 3192.381104
	Iteration 3F: 3 clusters Score -2292649 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8769 members 
Mstep: Class 2 contains 9679 members 
Entering Unmasked Estep 
Score: -2293110.750000 Penalty: 3192.381104
	Iteration 4Q: 3 clusters Score -2293111 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8622 members 
Mstep: Class 2 contains 9826 members 
Entering Unmasked Estep 
Score: -2293632.750000 Penalty: 3192.381104
	Iteration 5Q: 3 clusters Score -2293633 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8458 members 
Mstep: Class 2 contains 9990 members 
Entering Unmasked Estep 
Score: -2294340.250000 Penalty: 3192.381104
	Iteration 6F: 3 clusters Score -2294340 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8200 members 
Mstep: Class 2 contains 10248 members 
Entering Unmasked Estep 
Score: -2295295.000000 Penalty: 3192.381104
	Iteration 7F: 3 clusters Score -2295295 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7983 members 
Mstep: Class 2 contains 10465 members 
Entering Unmasked Estep 
Score: -2296341.750000 Penalty: 3192.381104
	Iteration 8F: 3 clusters Score -2296342 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7770 members 
Mstep: Class 2 contains 10678 members 
Entering Unmasked Estep 
Score: -2297288.000000 Penalty: 3192.381104
	Iteration 9F: 3 clusters Score -2297288 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7647 members 
Mstep: Class 2 contains 10801 members 
Entering Unmasked Estep 
Score: -2297981.250000 Penalty: 3192.381104
	Iteration 10F: 3 clusters Score -2297981 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7602 members 
Mstep: Class 2 contains 10846 members 
Entering Unmasked Estep 
Score: -2298433.500000 Penalty: 3192.381104
	Iteration 11Q: 3 clusters Score -2298434 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7551 members 
Mstep: Class 2 contains 10897 members 
Entering Unmasked Estep 
Score: -2298691.750000 Penalty: 3192.381104
	Iteration 12Q: 3 clusters Score -2298692 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7492 members 
Mstep: Class 2 contains 10956 members 
Entering Unmasked Estep 
Score: -2298837.000000 Penalty: 3192.381104
	Iteration 13Q: 3 clusters Score -2298837 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7414 members 
Mstep: Class 2 contains 11034 members 
Entering Unmasked Estep 
Score: -2298911.750000 Penalty: 3192.381104
	Iteration 14Q: 3 clusters Score -2298912 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7340 members 
Mstep: Class 2 contains 11108 members 
Entering Unmasked Estep 
Score: -2298942.250000 Penalty: 3192.381104
	Iteration 15Q: 3 clusters Score -2298942 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7265 members 
Mstep: Class 2 contains 11183 members 
Entering Unmasked Estep 
Score: -2298978.750000 Penalty: 3192.381104
	Iteration 16Q: 3 clusters Score -2298979 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7210 members 
Mstep: Class 2 contains 11238 members 
Entering Unmasked Estep 
Score: -2298989.750000 Penalty: 3192.381104
	Iteration 17Q: 3 clusters Score -2298990 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7163 members 
Mstep: Class 2 contains 11285 members 
Entering Unmasked Estep 
Score: -2299005.000000 Penalty: 3192.381104
	Iteration 18Q: 3 clusters Score -2299005 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7122 members 
Mstep: Class 2 contains 11326 members 
Entering Unmasked Estep 
Score: -2299014.250000 Penalty: 3192.381104
	Iteration 19Q: 3 clusters Score -2299014 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7080 members 
Mstep: Class 2 contains 11368 members 
Entering Unmasked Estep 
Score: -2299028.750000 Penalty: 3192.381104
	Iteration 20F: 3 clusters Score -2299029 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7042 members 
Mstep: Class 2 contains 11406 members 
Entering Unmasked Estep 
Score: -2299027.750000 Penalty: 3192.381104
	Iteration 21Q: 3 clusters Score -2299028 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6996 members 
Mstep: Class 2 contains 11452 members 
Entering Unmasked Estep 
Score: -2299041.000000 Penalty: 3192.381104
	Iteration 22Q: 3 clusters Score -2299041 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6959 members 
Mstep: Class 2 contains 11489 members 
Entering Unmasked Estep 
Score: -2299046.500000 Penalty: 3192.381104
	Iteration 23Q: 3 clusters Score -2299046 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6925 members 
Mstep: Class 2 contains 11523 members 
Entering Unmasked Estep 
Score: -2299051.500000 Penalty: 3192.381104
	Iteration 24Q: 3 clusters Score -2299052 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6889 members 
Mstep: Class 2 contains 11559 members 
Entering Unmasked Estep 
Score: -2299061.250000 Penalty: 3192.381104
	Iteration 25Q: 3 clusters Score -2299061 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6853 members 
Mstep: Class 2 contains 11595 members 
Entering Unmasked Estep 
Score: -2299064.750000 Penalty: 3192.381104
	Iteration 26Q: 3 clusters Score -2299065 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6830 members 
Mstep: Class 2 contains 11618 members 
Entering Unmasked Estep 
Score: -2299069.750000 Penalty: 3192.381104
	Iteration 27Q: 3 clusters Score -2299070 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6813 members 
Mstep: Class 2 contains 11635 members 
Entering Unmasked Estep 
Score: -2299071.750000 Penalty: 3192.381104
	Iteration 28Q: 3 clusters Score -2299072 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6794 members 
Mstep: Class 2 contains 11654 members 
Entering Unmasked Estep 
Score: -2299072.500000 Penalty: 3192.381104
	Iteration 29Q: 3 clusters Score -2299072 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6780 members 
Mstep: Class 2 contains 11668 members 
Entering Unmasked Estep 
Score: -2299074.000000 Penalty: 3192.381104
	Iteration 30Q: 3 clusters Score -2299074 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6758 members 
Mstep: Class 2 contains 11690 members 
Entering Unmasked Estep 
Score: -2299078.250000 Penalty: 3192.381104
	Iteration 31Q: 3 clusters Score -2299078 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6738 members 
Mstep: Class 2 contains 11710 members 
Entering Unmasked Estep 
Score: -2299077.500000 Penalty: 3192.381104
	Iteration 32Q: 3 clusters Score -2299078 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6725 members 
Mstep: Class 2 contains 11723 members 
Entering Unmasked Estep 
Score: -2299077.750000 Penalty: 3192.381104
	Iteration 33Q: 3 clusters Score -2299078 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6712 members 
Mstep: Class 2 contains 11736 members 
Entering Unmasked Estep 
Score: -2299081.750000 Penalty: 3192.381104
	Iteration 34Q: 3 clusters Score -2299082 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6701 members 
Mstep: Class 2 contains 11747 members 
Entering Unmasked Estep 
Score: -2299082.250000 Penalty: 3192.381104
	Iteration 35Q: 3 clusters Score -2299082 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6697 members 
Mstep: Class 2 contains 11751 members 
Entering Unmasked Estep 
Score: -2299083.750000 Penalty: 3192.381104
	Iteration 36Q: 3 clusters Score -2299084 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6693 members 
Mstep: Class 2 contains 11755 members 
Entering Unmasked Estep 
Score: -2299084.000000 Penalty: 3192.381104
	Iteration 37Q: 3 clusters Score -2299084 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6691 members 
Mstep: Class 2 contains 11757 members 
Entering Unmasked Estep 
Score: -2299086.000000 Penalty: 3192.381104
	Iteration 38Q: 3 clusters Score -2299086 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6690 members 
Mstep: Class 2 contains 11758 members 
Entering Unmasked Estep 
Score: -2299091.500000 Penalty: 3192.381104
	Iteration 39Q: 3 clusters Score -2299092 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6692 members 
Mstep: Class 2 contains 11756 members 
Entering Unmasked Estep 
Score: -2299093.000000 Penalty: 3192.381104
	Iteration 40F: 3 clusters Score -2299093 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6694 members 
Mstep: Class 2 contains 11754 members 
Entering Unmasked Estep 
Score: -2299088.250000 Penalty: 3192.381104
	Iteration 41Q: 3 clusters Score -2299088 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6693 members 
Mstep: Class 2 contains 11755 members 
Entering Unmasked Estep 
Score: -2299089.750000 Penalty: 3192.381104
	Iteration 42Q: 3 clusters Score -2299090 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6693 members 
Mstep: Class 2 contains 11755 members 
Entering Unmasked Estep 
Score: -2299092.000000 Penalty: 3192.381104
	Iteration 43Q: 3 clusters Score -2299092 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6693 members 
Mstep: Class 2 contains 11755 members 
Entering Unmasked Estep 
Score: -2299091.500000 Penalty: 3192.381104
	Iteration 44Q: 3 clusters Score -2299092 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6692 members 
Mstep: Class 2 contains 11756 members 
Entering Unmasked Estep 
Score: -2299091.250000 Penalty: 3192.381104
	Iteration 45Q: 3 clusters Score -2299091 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6691 members 
Mstep: Class 2 contains 11757 members 
Entering Unmasked Estep 
Score: -2299090.750000 Penalty: 3192.381104
	Iteration 46Q: 3 clusters Score -2299091 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6691 members 
Mstep: Class 2 contains 11757 members 
Entering Unmasked Estep 
Score: -2299090.750000 Penalty: 3192.381104
	Iteration 47F: 3 clusters Score -2299091 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (25112 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25112 members 
Entering Unmasked Estep 
Score: -3154180.750000 Penalty: 1646.303833
	Iteration 0F: 2 clusters Score -3154181 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12593 members 
Mstep: Class 2 contains 12519 members 
Entering Unmasked Estep 
Score: -3137232.750000 Penalty: 3292.607666
	Iteration 0F: 3 clusters Score -3137233 nChanged 11451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12706 members 
Mstep: Class 2 contains 12406 members 
Entering Unmasked Estep 
Score: -3143704.250000 Penalty: 3292.607666
	Iteration 1F: 3 clusters Score -3143704 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12702 members 
Mstep: Class 2 contains 12410 members 
Entering Unmasked Estep 
Score: -3144255.000000 Penalty: 3292.607666
	Iteration 2F: 3 clusters Score -3144255 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12573 members 
Mstep: Class 2 contains 12539 members 
Entering Unmasked Estep 
Score: -3144792.750000 Penalty: 3292.607666
	Iteration 3Q: 3 clusters Score -3144793 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12349 members 
Mstep: Class 2 contains 12763 members 
Entering Unmasked Estep 
Score: -3145338.750000 Penalty: 3292.607666
	Iteration 4Q: 3 clusters Score -3145339 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11982 members 
Mstep: Class 2 contains 13130 members 
Entering Unmasked Estep 
Score: -3145913.750000 Penalty: 3292.607666
	Iteration 5F: 3 clusters Score -3145914 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11501 members 
Mstep: Class 2 contains 13611 members 
Entering Unmasked Estep 
Score: -3146543.750000 Penalty: 3292.607666
	Iteration 6Q: 3 clusters Score -3146544 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10911 members 
Mstep: Class 2 contains 14201 members 
Entering Unmasked Estep 
Score: -3147282.250000 Penalty: 3292.607666
	Iteration 7F: 3 clusters Score -3147282 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10261 members 
Mstep: Class 2 contains 14851 members 
Entering Unmasked Estep 
Score: -3148258.000000 Penalty: 3292.607666
	Iteration 8F: 3 clusters Score -3148258 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9586 members 
Mstep: Class 2 contains 15526 members 
Entering Unmasked Estep 
Score: -3149281.750000 Penalty: 3292.607666
	Iteration 9F: 3 clusters Score -3149282 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8976 members 
Mstep: Class 2 contains 16136 members 
Entering Unmasked Estep 
Score: -3150160.500000 Penalty: 3292.607666
	Iteration 10Q: 3 clusters Score -3150160 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8502 members 
Mstep: Class 2 contains 16610 members 
Entering Unmasked Estep 
Score: -3150738.750000 Penalty: 3292.607666
	Iteration 11Q: 3 clusters Score -3150739 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8078 members 
Mstep: Class 2 contains 17034 members 
Entering Unmasked Estep 
Score: -3151076.000000 Penalty: 3292.607666
	Iteration 12Q: 3 clusters Score -3151076 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7679 members 
Mstep: Class 2 contains 17433 members 
Entering Unmasked Estep 
Score: -3151308.250000 Penalty: 3292.607666
	Iteration 13Q: 3 clusters Score -3151308 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7288 members 
Mstep: Class 2 contains 17824 members 
Entering Unmasked Estep 
Score: -3151481.500000 Penalty: 3292.607666
	Iteration 14Q: 3 clusters Score -3151482 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6910 members 
Mstep: Class 2 contains 18202 members 
Entering Unmasked Estep 
Score: -3151610.750000 Penalty: 3292.607666
	Iteration 15Q: 3 clusters Score -3151611 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6569 members 
Mstep: Class 2 contains 18543 members 
Entering Unmasked Estep 
Score: -3151729.500000 Penalty: 3292.607666
	Iteration 16Q: 3 clusters Score -3151730 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6222 members 
Mstep: Class 2 contains 18890 members 
Entering Unmasked Estep 
Score: -3151861.000000 Penalty: 3292.607666
	Iteration 17Q: 3 clusters Score -3151861 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5890 members 
Mstep: Class 2 contains 19222 members 
Entering Unmasked Estep 
Score: -3151977.250000 Penalty: 3292.607666
	Iteration 18Q: 3 clusters Score -3151977 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5568 members 
Mstep: Class 2 contains 19544 members 
Entering Unmasked Estep 
Score: -3152096.250000 Penalty: 3292.607666
	Iteration 19Q: 3 clusters Score -3152096 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 19840 members 
Entering Unmasked Estep 
Score: -3152220.500000 Penalty: 3292.607666
	Iteration 20F: 3 clusters Score -3152220 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 20144 members 
Entering Unmasked Estep 
Score: -3152334.250000 Penalty: 3292.607666
	Iteration 21Q: 3 clusters Score -3152334 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 20405 members 
Entering Unmasked Estep 
Score: -3152413.000000 Penalty: 3292.607666
	Iteration 22Q: 3 clusters Score -3152413 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 20651 members 
Entering Unmasked Estep 
Score: -3152498.500000 Penalty: 3292.607666
	Iteration 23Q: 3 clusters Score -3152498 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 20885 members 
Entering Unmasked Estep 
Score: -3152558.750000 Penalty: 3292.607666
	Iteration 24Q: 3 clusters Score -3152559 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 21112 members 
Entering Unmasked Estep 
Score: -3152633.000000 Penalty: 3292.607666
	Iteration 25Q: 3 clusters Score -3152633 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 21317 members 
Entering Unmasked Estep 
Score: -3152688.500000 Penalty: 3292.607666
	Iteration 26Q: 3 clusters Score -3152688 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 21476 members 
Entering Unmasked Estep 
Score: -3152732.250000 Penalty: 3292.607666
	Iteration 27Q: 3 clusters Score -3152732 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 21613 members 
Entering Unmasked Estep 
Score: -3152769.250000 Penalty: 3292.607666
	Iteration 28Q: 3 clusters Score -3152769 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 21748 members 
Entering Unmasked Estep 
Score: -3152793.750000 Penalty: 3292.607666
	Iteration 29Q: 3 clusters Score -3152794 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 21868 members 
Entering Unmasked Estep 
Score: -3152826.750000 Penalty: 3292.607666
	Iteration 30Q: 3 clusters Score -3152827 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 21980 members 
Entering Unmasked Estep 
Score: -3152841.750000 Penalty: 3292.607666
	Iteration 31Q: 3 clusters Score -3152842 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 22075 members 
Entering Unmasked Estep 
Score: -3152873.250000 Penalty: 3292.607666
	Iteration 32Q: 3 clusters Score -3152873 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 22174 members 
Entering Unmasked Estep 
Score: -3152897.250000 Penalty: 3292.607666
	Iteration 33Q: 3 clusters Score -3152897 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 22267 members 
Entering Unmasked Estep 
Score: -3152934.500000 Penalty: 3292.607666
	Iteration 34Q: 3 clusters Score -3152934 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 22358 members 
Entering Unmasked Estep 
Score: -3152961.500000 Penalty: 3292.607666
	Iteration 35Q: 3 clusters Score -3152962 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 22444 members 
Entering Unmasked Estep 
Score: -3152969.250000 Penalty: 3292.607666
	Iteration 36Q: 3 clusters Score -3152969 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 22521 members 
Entering Unmasked Estep 
Score: -3152987.500000 Penalty: 3292.607666
	Iteration 37Q: 3 clusters Score -3152988 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 22600 members 
Entering Unmasked Estep 
Score: -3153007.250000 Penalty: 3292.607666
	Iteration 38Q: 3 clusters Score -3153007 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 22668 members 
Entering Unmasked Estep 
Score: -3153027.500000 Penalty: 3292.607666
	Iteration 39Q: 3 clusters Score -3153028 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 22737 members 
Entering Unmasked Estep 
Score: -3153038.500000 Penalty: 3292.607666
	Iteration 40F: 3 clusters Score -3153038 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 22798 members 
Entering Unmasked Estep 
Score: -3153047.750000 Penalty: 3292.607666
	Iteration 41Q: 3 clusters Score -3153048 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 22853 members 
Entering Unmasked Estep 
Score: -3153063.750000 Penalty: 3292.607666
	Iteration 42Q: 3 clusters Score -3153064 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 22910 members 
Entering Unmasked Estep 
Score: -3153085.000000 Penalty: 3292.607666
	Iteration 43Q: 3 clusters Score -3153085 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 22961 members 
Entering Unmasked Estep 
Score: -3153095.750000 Penalty: 3292.607666
	Iteration 44Q: 3 clusters Score -3153096 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 23015 members 
Entering Unmasked Estep 
Score: -3153118.500000 Penalty: 3292.607666
	Iteration 45Q: 3 clusters Score -3153118 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 23081 members 
Entering Unmasked Estep 
Score: -3153128.500000 Penalty: 3292.607666
	Iteration 46Q: 3 clusters Score -3153128 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 23139 members 
Entering Unmasked Estep 
Score: -3153145.000000 Penalty: 3292.607666
	Iteration 47Q: 3 clusters Score -3153145 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 23199 members 
Entering Unmasked Estep 
Score: -3153170.500000 Penalty: 3292.607666
	Iteration 48Q: 3 clusters Score -3153170 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 23278 members 
Entering Unmasked Estep 
Score: -3153190.500000 Penalty: 3292.607666
	Iteration 49Q: 3 clusters Score -3153190 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 23357 members 
Entering Unmasked Estep 
Score: -3153231.250000 Penalty: 3292.607666
	Iteration 50Q: 3 clusters Score -3153231 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 23446 members 
Entering Unmasked Estep 
Score: -3153270.500000 Penalty: 3292.607666
	Iteration 51Q: 3 clusters Score -3153270 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 23528 members 
Entering Unmasked Estep 
Score: -3153329.750000 Penalty: 3292.607666
	Iteration 52Q: 3 clusters Score -3153330 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 23627 members 
Entering Unmasked Estep 
Score: -3153402.000000 Penalty: 3292.607666
	Iteration 53Q: 3 clusters Score -3153402 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 23729 members 
Entering Unmasked Estep 
Score: -3153481.750000 Penalty: 3292.607666
	Iteration 54Q: 3 clusters Score -3153482 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 23807 members 
Entering Unmasked Estep 
Score: -3153565.000000 Penalty: 3292.607666
	Iteration 55Q: 3 clusters Score -3153565 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 23879 members 
Entering Unmasked Estep 
Score: -3153634.750000 Penalty: 3292.607666
	Iteration 56Q: 3 clusters Score -3153635 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 23934 members 
Entering Unmasked Estep 
Score: -3153689.250000 Penalty: 3292.607666
	Iteration 57Q: 3 clusters Score -3153689 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 23973 members 
Entering Unmasked Estep 
Score: -3153716.500000 Penalty: 3292.607666
	Iteration 58Q: 3 clusters Score -3153716 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 24013 members 
Entering Unmasked Estep 
Score: -3153747.750000 Penalty: 3292.607666
	Iteration 59Q: 3 clusters Score -3153748 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 24042 members 
Entering Unmasked Estep 
Score: -3153765.250000 Penalty: 3292.607666
	Iteration 60F: 3 clusters Score -3153765 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 24062 members 
Entering Unmasked Estep 
Score: -3153786.750000 Penalty: 3292.607666
	Iteration 61Q: 3 clusters Score -3153787 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 24077 members 
Entering Unmasked Estep 
Score: -3153801.000000 Penalty: 3292.607666
	Iteration 62Q: 3 clusters Score -3153801 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 24085 members 
Entering Unmasked Estep 
Score: -3153802.250000 Penalty: 3292.607666
	Iteration 63Q: 3 clusters Score -3153802 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 24092 members 
Entering Unmasked Estep 
Score: -3153809.000000 Penalty: 3292.607666
	Iteration 64Q: 3 clusters Score -3153809 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 24098 members 
Entering Unmasked Estep 
Score: -3153811.500000 Penalty: 3292.607666
	Iteration 65Q: 3 clusters Score -3153812 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 24107 members 
Entering Unmasked Estep 
Score: -3153816.000000 Penalty: 3292.607666
	Iteration 66Q: 3 clusters Score -3153816 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 24113 members 
Entering Unmasked Estep 
Score: -3153823.500000 Penalty: 3292.607666
	Iteration 67Q: 3 clusters Score -3153824 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 24113 members 
Entering Unmasked Estep 
Score: -3153823.000000 Penalty: 3292.607666
	Iteration 68Q: 3 clusters Score -3153823 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 24120 members 
Entering Unmasked Estep 
Score: -3153829.500000 Penalty: 3292.607666
	Iteration 69Q: 3 clusters Score -3153830 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 24121 members 
Entering Unmasked Estep 
Score: -3153831.750000 Penalty: 3292.607666
	Iteration 70Q: 3 clusters Score -3153832 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 24124 members 
Entering Unmasked Estep 
Score: -3153829.250000 Penalty: 3292.607666
	Iteration 71Q: 3 clusters Score -3153829 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 24125 members 
Entering Unmasked Estep 
Score: -3153829.250000 Penalty: 3292.607666
	Iteration 72Q: 3 clusters Score -3153829 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 24125 members 
Entering Unmasked Estep 
Score: -3153832.000000 Penalty: 3292.607666
	Iteration 73Q: 3 clusters Score -3153832 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 24125 members 
Entering Unmasked Estep 
Score: -3153832.000000 Penalty: 3292.607666
	Iteration 74F: 3 clusters Score -3153832 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (5927 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5927 members 
Entering Unmasked Estep 
Score: -719125.062500 Penalty: 1411.681885
	Iteration 0F: 2 clusters Score -719125.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -714562.562500 Penalty: 2823.363770
	Iteration 0F: 3 clusters Score -714562.6 nChanged 2483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -716085.125000 Penalty: 2823.363770
	Iteration 1F: 3 clusters Score -716085.1 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -716597.187500 Penalty: 2823.363770
	Iteration 2F: 3 clusters Score -716597.2 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -717096.625000 Penalty: 2823.363770
	Iteration 3F: 3 clusters Score -717096.6 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -717569.687500 Penalty: 2823.363770
	Iteration 4F: 3 clusters Score -717569.7 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -718054.937500 Penalty: 2823.363770
	Iteration 5F: 3 clusters Score -718054.9 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -718470.750000 Penalty: 2823.363770
	Iteration 6F: 3 clusters Score -718470.8 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -718712.062500 Penalty: 2823.363770
	Iteration 7Q: 3 clusters Score -718712.1 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -718832.437500 Penalty: 2823.363770
	Iteration 8Q: 3 clusters Score -718832.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -718904.000000 Penalty: 2823.363770
	Iteration 9Q: 3 clusters Score -718904 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -718956.875000 Penalty: 2823.363770
	Iteration 10Q: 3 clusters Score -718956.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -719000.062500 Penalty: 2823.363770
	Iteration 11Q: 3 clusters Score -719000.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -719030.750000 Penalty: 2823.363770
	Iteration 12Q: 3 clusters Score -719030.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -719050.375000 Penalty: 2823.363770
	Iteration 13Q: 3 clusters Score -719050.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -719080.562500 Penalty: 2823.363770
	Iteration 14Q: 3 clusters Score -719080.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -719105.687500 Penalty: 2823.363770
	Iteration 15Q: 3 clusters Score -719105.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -719129.437500 Penalty: 2823.363770
	Iteration 16Q: 3 clusters Score -719129.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -719145.250000 Penalty: 2823.363770
	Iteration 17Q: 3 clusters Score -719145.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -719162.875000 Penalty: 2823.363770
	Iteration 18Q: 3 clusters Score -719162.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -719184.687500 Penalty: 2823.363770
	Iteration 19Q: 3 clusters Score -719184.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -719210.062500 Penalty: 2823.363770
	Iteration 20F: 3 clusters Score -719210.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -719232.000000 Penalty: 2823.363770
	Iteration 21Q: 3 clusters Score -719232 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -719259.500000 Penalty: 2823.363770
	Iteration 22Q: 3 clusters Score -719259.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -719283.812500 Penalty: 2823.363770
	Iteration 23Q: 3 clusters Score -719283.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -719305.562500 Penalty: 2823.363770
	Iteration 24Q: 3 clusters Score -719305.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -719327.687500 Penalty: 2823.363770
	Iteration 25Q: 3 clusters Score -719327.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -719347.687500 Penalty: 2823.363770
	Iteration 26Q: 3 clusters Score -719347.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -719366.187500 Penalty: 2823.363770
	Iteration 27Q: 3 clusters Score -719366.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -719376.187500 Penalty: 2823.363770
	Iteration 28Q: 3 clusters Score -719376.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -719387.000000 Penalty: 2823.363770
	Iteration 29Q: 3 clusters Score -719387 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -719393.562500 Penalty: 2823.363770
	Iteration 30Q: 3 clusters Score -719393.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -719403.500000 Penalty: 2823.363770
	Iteration 31Q: 3 clusters Score -719403.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -719414.250000 Penalty: 2823.363770
	Iteration 32Q: 3 clusters Score -719414.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -719419.187500 Penalty: 2823.363770
	Iteration 33Q: 3 clusters Score -719419.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -719425.125000 Penalty: 2823.363770
	Iteration 34Q: 3 clusters Score -719425.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -719427.125000 Penalty: 2823.363770
	Iteration 35Q: 3 clusters Score -719427.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -719428.687500 Penalty: 2823.363770
	Iteration 36Q: 3 clusters Score -719428.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -719432.812500 Penalty: 2823.363770
	Iteration 37Q: 3 clusters Score -719432.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -719438.187500 Penalty: 2823.363770
	Iteration 38Q: 3 clusters Score -719438.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -719440.375000 Penalty: 2823.363770
	Iteration 39Q: 3 clusters Score -719440.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -719442.125000 Penalty: 2823.363770
	Iteration 40F: 3 clusters Score -719442.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -719443.562500 Penalty: 2823.363770
	Iteration 41Q: 3 clusters Score -719443.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -719446.125000 Penalty: 2823.363770
	Iteration 42Q: 3 clusters Score -719446.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -719446.562500 Penalty: 2823.363770
	Iteration 43Q: 3 clusters Score -719446.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -719445.312500 Penalty: 2823.363770
	Iteration 44Q: 3 clusters Score -719445.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -719446.875000 Penalty: 2823.363770
	Iteration 45Q: 3 clusters Score -719446.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -719449.375000 Penalty: 2823.363770
	Iteration 46Q: 3 clusters Score -719449.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -719448.312500 Penalty: 2823.363770
	Iteration 47Q: 3 clusters Score -719448.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -719448.062500 Penalty: 2823.363770
	Iteration 48Q: 3 clusters Score -719448.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -719449.937500 Penalty: 2823.363770
	Iteration 49Q: 3 clusters Score -719449.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -719449.937500 Penalty: 2823.363770
	Iteration 50F: 3 clusters Score -719449.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 9389 members 
Mstep: Class 3 contains 99433 members 
Mstep: Class 4 contains 11673 members 
Mstep: Class 5 contains 2289 members 
Mstep: Class 6 contains 35379 members 
Mstep: Class 7 contains 18834 members 
Mstep: Class 8 contains 7948 members 
Mstep: Class 9 contains 18448 members 
Mstep: Class 10 contains 25112 members 
Mstep: Class 11 contains 2728 members 
Mstep: Class 12 contains 3302 members 
Mstep: Class 13 contains 18782 members 
Mstep: Class 14 contains 38247 members 
Mstep: Class 15 contains 49406 members 
Mstep: Class 16 contains 4129 members 
Mstep: Class 17 contains 6545 members 
Mstep: Class 18 contains 51279 members 
Mstep: Class 19 contains 2187 members 
Mstep: Class 20 contains 2584 members 
Mstep: Class 21 contains 2678 members 
Mstep: Class 22 contains 3294 members 
Mstep: Class 23 contains 46276 members 
Mstep: Class 24 contains 31453 members 
Mstep: Class 25 contains 12629 members 
Mstep: Class 26 contains 8371 members 
Mstep: Class 27 contains 8724 members 
Mstep: Class 28 contains 2366 members 
Mstep: Class 29 contains 23498 members 
Mstep: Class 30 contains 51737 members 
Mstep: Class 31 contains 5351 members 
Mstep: Class 32 contains 34005 members 
Mstep: Class 33 contains 12269 members 
Mstep: Class 34 contains 16695 members 
Mstep: Class 35 contains 149875 members 
Mstep: Class 36 contains 3199 members 
Entering Unmasked Estep 
Score: -100279968.000000 Penalty: 79664.296875
Splitting cluster 11 changes total score from -100280720.000000 to -100279968.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 12 (3302 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Entering Unmasked Estep 
Score: -414531.562500 Penalty: 1316.621094
	Iteration 0F: 2 clusters Score -414531.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -411672.968750 Penalty: 2633.242188
	Iteration 0F: 3 clusters Score -411673 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -412380.781250 Penalty: 2633.242188
	Iteration 1F: 3 clusters Score -412380.8 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -412496.312500 Penalty: 2633.242188
	Iteration 2F: 3 clusters Score -412496.3 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -412582.718750 Penalty: 2633.242188
	Iteration 3Q: 3 clusters Score -412582.7 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -412659.718750 Penalty: 2633.242188
	Iteration 4Q: 3 clusters Score -412659.7 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -412712.718750 Penalty: 2633.242188
	Iteration 5Q: 3 clusters Score -412712.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -412748.000000 Penalty: 2633.242188
	Iteration 6Q: 3 clusters Score -412748 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -412788.500000 Penalty: 2633.242188
	Iteration 7Q: 3 clusters Score -412788.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -412833.468750 Penalty: 2633.242188
	Iteration 8Q: 3 clusters Score -412833.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -412874.093750 Penalty: 2633.242188
	Iteration 9Q: 3 clusters Score -412874.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -412910.750000 Penalty: 2633.242188
	Iteration 10Q: 3 clusters Score -412910.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -412954.500000 Penalty: 2633.242188
	Iteration 11Q: 3 clusters Score -412954.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -412993.781250 Penalty: 2633.242188
	Iteration 12Q: 3 clusters Score -412993.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -413019.656250 Penalty: 2633.242188
	Iteration 13Q: 3 clusters Score -413019.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -413055.812500 Penalty: 2633.242188
	Iteration 14Q: 3 clusters Score -413055.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -413103.843750 Penalty: 2633.242188
	Iteration 15Q: 3 clusters Score -413103.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -413144.312500 Penalty: 2633.242188
	Iteration 16Q: 3 clusters Score -413144.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -413188.625000 Penalty: 2633.242188
	Iteration 17Q: 3 clusters Score -413188.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -413230.062500 Penalty: 2633.242188
	Iteration 18Q: 3 clusters Score -413230.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -413268.593750 Penalty: 2633.242188
	Iteration 19Q: 3 clusters Score -413268.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -413299.781250 Penalty: 2633.242188
	Iteration 20F: 3 clusters Score -413299.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -413330.968750 Penalty: 2633.242188
	Iteration 21Q: 3 clusters Score -413331 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -413362.812500 Penalty: 2633.242188
	Iteration 22Q: 3 clusters Score -413362.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -413398.312500 Penalty: 2633.242188
	Iteration 23Q: 3 clusters Score -413398.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -413415.500000 Penalty: 2633.242188
	Iteration 24Q: 3 clusters Score -413415.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -413425.281250 Penalty: 2633.242188
	Iteration 25Q: 3 clusters Score -413425.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -413430.968750 Penalty: 2633.242188
	Iteration 26Q: 3 clusters Score -413431 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -413439.937500 Penalty: 2633.242188
	Iteration 27Q: 3 clusters Score -413439.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -413443.687500 Penalty: 2633.242188
	Iteration 28Q: 3 clusters Score -413443.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -413445.343750 Penalty: 2633.242188
	Iteration 29Q: 3 clusters Score -413445.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -413446.187500 Penalty: 2633.242188
	Iteration 30Q: 3 clusters Score -413446.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -413447.531250 Penalty: 2633.242188
	Iteration 31Q: 3 clusters Score -413447.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -413452.812500 Penalty: 2633.242188
	Iteration 32Q: 3 clusters Score -413452.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -413454.093750 Penalty: 2633.242188
	Iteration 33Q: 3 clusters Score -413454.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -413454.812500 Penalty: 2633.242188
	Iteration 34Q: 3 clusters Score -413454.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -413454.812500 Penalty: 2633.242188
	Iteration 35F: 3 clusters Score -413454.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (18782 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18782 members 
Entering Unmasked Estep 
Score: -2181895.000000 Penalty: 1599.106323
	Iteration 0F: 2 clusters Score -2181895 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9430 members 
Mstep: Class 2 contains 9352 members 
Entering Unmasked Estep 
Score: -2169061.500000 Penalty: 3198.212646
	Iteration 0F: 3 clusters Score -2169062 nChanged 8434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10002 members 
Mstep: Class 2 contains 8780 members 
Entering Unmasked Estep 
Score: -2174418.500000 Penalty: 3198.212646
	Iteration 1F: 3 clusters Score -2174418 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10325 members 
Mstep: Class 2 contains 8457 members 
Entering Unmasked Estep 
Score: -2175672.750000 Penalty: 3198.212646
	Iteration 2F: 3 clusters Score -2175673 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10652 members 
Mstep: Class 2 contains 8130 members 
Entering Unmasked Estep 
Score: -2176938.250000 Penalty: 3198.212646
	Iteration 3F: 3 clusters Score -2176938 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10989 members 
Mstep: Class 2 contains 7793 members 
Entering Unmasked Estep 
Score: -2177926.500000 Penalty: 3198.212646
	Iteration 4F: 3 clusters Score -2177926 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11246 members 
Mstep: Class 2 contains 7536 members 
Entering Unmasked Estep 
Score: -2178526.250000 Penalty: 3198.212646
	Iteration 5F: 3 clusters Score -2178526 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11499 members 
Mstep: Class 2 contains 7283 members 
Entering Unmasked Estep 
Score: -2178896.000000 Penalty: 3198.212646
	Iteration 6Q: 3 clusters Score -2178896 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11764 members 
Mstep: Class 2 contains 7018 members 
Entering Unmasked Estep 
Score: -2179116.250000 Penalty: 3198.212646
	Iteration 7Q: 3 clusters Score -2179116 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12049 members 
Mstep: Class 2 contains 6733 members 
Entering Unmasked Estep 
Score: -2179301.250000 Penalty: 3198.212646
	Iteration 8Q: 3 clusters Score -2179301 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12375 members 
Mstep: Class 2 contains 6407 members 
Entering Unmasked Estep 
Score: -2179451.750000 Penalty: 3198.212646
	Iteration 9Q: 3 clusters Score -2179452 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12693 members 
Mstep: Class 2 contains 6089 members 
Entering Unmasked Estep 
Score: -2179578.500000 Penalty: 3198.212646
	Iteration 10Q: 3 clusters Score -2179578 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13009 members 
Mstep: Class 2 contains 5773 members 
Entering Unmasked Estep 
Score: -2179694.500000 Penalty: 3198.212646
	Iteration 11Q: 3 clusters Score -2179694 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13322 members 
Mstep: Class 2 contains 5460 members 
Entering Unmasked Estep 
Score: -2179802.250000 Penalty: 3198.212646
	Iteration 12Q: 3 clusters Score -2179802 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13615 members 
Mstep: Class 2 contains 5167 members 
Entering Unmasked Estep 
Score: -2179888.250000 Penalty: 3198.212646
	Iteration 13Q: 3 clusters Score -2179888 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13917 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -2179991.000000 Penalty: 3198.212646
	Iteration 14Q: 3 clusters Score -2179991 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14223 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -2180094.500000 Penalty: 3198.212646
	Iteration 15Q: 3 clusters Score -2180094 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14528 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -2180191.500000 Penalty: 3198.212646
	Iteration 16Q: 3 clusters Score -2180192 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14831 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -2180298.000000 Penalty: 3198.212646
	Iteration 17Q: 3 clusters Score -2180298 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15147 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -2180435.750000 Penalty: 3198.212646
	Iteration 18Q: 3 clusters Score -2180436 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15442 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -2180558.000000 Penalty: 3198.212646
	Iteration 19Q: 3 clusters Score -2180558 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15706 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -2180668.250000 Penalty: 3198.212646
	Iteration 20F: 3 clusters Score -2180668 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15953 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -2180779.750000 Penalty: 3198.212646
	Iteration 21Q: 3 clusters Score -2180780 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16168 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -2180893.000000 Penalty: 3198.212646
	Iteration 22Q: 3 clusters Score -2180893 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16358 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -2180972.000000 Penalty: 3198.212646
	Iteration 23Q: 3 clusters Score -2180972 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16528 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -2181053.750000 Penalty: 3198.212646
	Iteration 24Q: 3 clusters Score -2181054 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16672 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -2181114.000000 Penalty: 3198.212646
	Iteration 25Q: 3 clusters Score -2181114 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16788 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -2181147.000000 Penalty: 3198.212646
	Iteration 26Q: 3 clusters Score -2181147 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16877 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -2181170.250000 Penalty: 3198.212646
	Iteration 27Q: 3 clusters Score -2181170 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16941 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -2181187.250000 Penalty: 3198.212646
	Iteration 28Q: 3 clusters Score -2181187 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16996 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -2181201.500000 Penalty: 3198.212646
	Iteration 29Q: 3 clusters Score -2181202 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17066 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -2181224.750000 Penalty: 3198.212646
	Iteration 30Q: 3 clusters Score -2181225 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17124 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -2181245.750000 Penalty: 3198.212646
	Iteration 31Q: 3 clusters Score -2181246 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17177 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -2181266.250000 Penalty: 3198.212646
	Iteration 32Q: 3 clusters Score -2181266 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17216 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -2181276.000000 Penalty: 3198.212646
	Iteration 33Q: 3 clusters Score -2181276 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17246 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -2181286.500000 Penalty: 3198.212646
	Iteration 34Q: 3 clusters Score -2181286 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17264 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -2181288.250000 Penalty: 3198.212646
	Iteration 35Q: 3 clusters Score -2181288 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17274 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -2181297.250000 Penalty: 3198.212646
	Iteration 36Q: 3 clusters Score -2181297 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17290 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -2181298.750000 Penalty: 3198.212646
	Iteration 37Q: 3 clusters Score -2181299 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17310 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -2181305.250000 Penalty: 3198.212646
	Iteration 38Q: 3 clusters Score -2181305 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17331 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -2181312.250000 Penalty: 3198.212646
	Iteration 39Q: 3 clusters Score -2181312 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17352 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -2181319.250000 Penalty: 3198.212646
	Iteration 40F: 3 clusters Score -2181319 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17373 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -2181326.250000 Penalty: 3198.212646
	Iteration 41Q: 3 clusters Score -2181326 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17387 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -2181330.750000 Penalty: 3198.212646
	Iteration 42Q: 3 clusters Score -2181331 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17403 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -2181338.750000 Penalty: 3198.212646
	Iteration 43Q: 3 clusters Score -2181339 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17430 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -2181346.500000 Penalty: 3198.212646
	Iteration 44Q: 3 clusters Score -2181346 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17446 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -2181360.000000 Penalty: 3198.212646
	Iteration 45Q: 3 clusters Score -2181360 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17459 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -2181362.000000 Penalty: 3198.212646
	Iteration 46Q: 3 clusters Score -2181362 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17473 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -2181368.500000 Penalty: 3198.212646
	Iteration 47Q: 3 clusters Score -2181368 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17484 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -2181370.500000 Penalty: 3198.212646
	Iteration 48Q: 3 clusters Score -2181370 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17497 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -2181374.750000 Penalty: 3198.212646
	Iteration 49Q: 3 clusters Score -2181375 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17505 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -2181374.000000 Penalty: 3198.212646
	Iteration 50Q: 3 clusters Score -2181374 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17510 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -2181383.000000 Penalty: 3198.212646
	Iteration 51Q: 3 clusters Score -2181383 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17518 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -2181383.500000 Penalty: 3198.212646
	Iteration 52Q: 3 clusters Score -2181384 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17532 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -2181393.000000 Penalty: 3198.212646
	Iteration 53Q: 3 clusters Score -2181393 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17550 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -2181397.500000 Penalty: 3198.212646
	Iteration 54Q: 3 clusters Score -2181398 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17559 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -2181403.750000 Penalty: 3198.212646
	Iteration 55Q: 3 clusters Score -2181404 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17578 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -2181412.250000 Penalty: 3198.212646
	Iteration 56Q: 3 clusters Score -2181412 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17594 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -2181416.750000 Penalty: 3198.212646
	Iteration 57Q: 3 clusters Score -2181417 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17607 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -2181425.000000 Penalty: 3198.212646
	Iteration 58Q: 3 clusters Score -2181425 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17618 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -2181423.000000 Penalty: 3198.212646
	Iteration 59Q: 3 clusters Score -2181423 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17625 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -2181423.250000 Penalty: 3198.212646
	Iteration 60F: 3 clusters Score -2181423 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17634 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -2181426.500000 Penalty: 3198.212646
	Iteration 61Q: 3 clusters Score -2181426 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17643 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -2181426.500000 Penalty: 3198.212646
	Iteration 62Q: 3 clusters Score -2181426 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17651 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -2181433.500000 Penalty: 3198.212646
	Iteration 63Q: 3 clusters Score -2181434 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17654 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -2181433.500000 Penalty: 3198.212646
	Iteration 64Q: 3 clusters Score -2181434 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17659 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -2181437.250000 Penalty: 3198.212646
	Iteration 65Q: 3 clusters Score -2181437 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17663 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -2181442.500000 Penalty: 3198.212646
	Iteration 66Q: 3 clusters Score -2181442 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17671 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -2181448.750000 Penalty: 3198.212646
	Iteration 67Q: 3 clusters Score -2181449 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17681 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -2181452.000000 Penalty: 3198.212646
	Iteration 68Q: 3 clusters Score -2181452 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17686 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -2181454.500000 Penalty: 3198.212646
	Iteration 69Q: 3 clusters Score -2181454 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17693 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -2181458.750000 Penalty: 3198.212646
	Iteration 70Q: 3 clusters Score -2181459 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17700 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -2181460.000000 Penalty: 3198.212646
	Iteration 71Q: 3 clusters Score -2181460 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17700 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -2181460.500000 Penalty: 3198.212646
	Iteration 72Q: 3 clusters Score -2181460 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17701 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -2181461.750000 Penalty: 3198.212646
	Iteration 73Q: 3 clusters Score -2181462 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17700 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -2181460.500000 Penalty: 3198.212646
	Iteration 74Q: 3 clusters Score -2181460 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17700 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -2181460.500000 Penalty: 3198.212646
	Iteration 75F: 3 clusters Score -2181460 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (38247 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38247 members 
Entering Unmasked Estep 
Score: -4840573.000000 Penalty: 1714.670898
	Iteration 0F: 2 clusters Score -4840573 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19054 members 
Mstep: Class 2 contains 19193 members 
Entering Unmasked Estep 
Score: -4815099.000000 Penalty: 3429.341797
	Iteration 0F: 3 clusters Score -4815099 nChanged 17699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18093 members 
Mstep: Class 2 contains 20154 members 
Entering Unmasked Estep 
Score: -4825419.500000 Penalty: 3429.341797
	Iteration 1F: 3 clusters Score -4825420 nChanged 1824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17413 members 
Mstep: Class 2 contains 20834 members 
Entering Unmasked Estep 
Score: -4826091.000000 Penalty: 3429.341797
	Iteration 2Q: 3 clusters Score -4826091 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16457 members 
Mstep: Class 2 contains 21790 members 
Entering Unmasked Estep 
Score: -4826916.500000 Penalty: 3429.341797
	Iteration 3Q: 3 clusters Score -4826916 nChanged 1939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15250 members 
Mstep: Class 2 contains 22997 members 
Entering Unmasked Estep 
Score: -4827881.000000 Penalty: 3429.341797
	Iteration 4F: 3 clusters Score -4827881 nChanged 2096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13782 members 
Mstep: Class 2 contains 24465 members 
Entering Unmasked Estep 
Score: -4829071.000000 Penalty: 3429.341797
	Iteration 5F: 3 clusters Score -4829071 nChanged 2161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12135 members 
Mstep: Class 2 contains 26112 members 
Entering Unmasked Estep 
Score: -4830284.500000 Penalty: 3429.341797
	Iteration 6F: 3 clusters Score -4830284 nChanged 2143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10328 members 
Mstep: Class 2 contains 27919 members 
Entering Unmasked Estep 
Score: -4831595.500000 Penalty: 3429.341797
	Iteration 7F: 3 clusters Score -4831596 nChanged 2010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8474 members 
Mstep: Class 2 contains 29773 members 
Entering Unmasked Estep 
Score: -4832954.500000 Penalty: 3429.341797
	Iteration 8F: 3 clusters Score -4832954 nChanged 1915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6633 members 
Mstep: Class 2 contains 31614 members 
Entering Unmasked Estep 
Score: -4834310.500000 Penalty: 3429.341797
	Iteration 9F: 3 clusters Score -4834310 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 33279 members 
Entering Unmasked Estep 
Score: -4835594.000000 Penalty: 3429.341797
	Iteration 10Q: 3 clusters Score -4835594 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 34656 members 
Entering Unmasked Estep 
Score: -4836670.000000 Penalty: 3429.341797
	Iteration 11Q: 3 clusters Score -4836670 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 35698 members 
Entering Unmasked Estep 
Score: -4837461.000000 Penalty: 3429.341797
	Iteration 12Q: 3 clusters Score -4837461 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 36371 members 
Entering Unmasked Estep 
Score: -4837971.000000 Penalty: 3429.341797
	Iteration 13Q: 3 clusters Score -4837971 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 36833 members 
Entering Unmasked Estep 
Score: -4838355.500000 Penalty: 3429.341797
	Iteration 14Q: 3 clusters Score -4838356 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 37126 members 
Entering Unmasked Estep 
Score: -4838581.500000 Penalty: 3429.341797
	Iteration 15Q: 3 clusters Score -4838582 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 37319 members 
Entering Unmasked Estep 
Score: -4838709.000000 Penalty: 3429.341797
	Iteration 16Q: 3 clusters Score -4838709 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 37462 members 
Entering Unmasked Estep 
Score: -4838835.500000 Penalty: 3429.341797
	Iteration 17Q: 3 clusters Score -4838836 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 37571 members 
Entering Unmasked Estep 
Score: -4838931.500000 Penalty: 3429.341797
	Iteration 18Q: 3 clusters Score -4838932 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 37627 members 
Entering Unmasked Estep 
Score: -4838977.000000 Penalty: 3429.341797
	Iteration 19Q: 3 clusters Score -4838977 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 37662 members 
Entering Unmasked Estep 
Score: -4839012.500000 Penalty: 3429.341797
	Iteration 20F: 3 clusters Score -4839012 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 37698 members 
Entering Unmasked Estep 
Score: -4839050.500000 Penalty: 3429.341797
	Iteration 21Q: 3 clusters Score -4839050 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 37724 members 
Entering Unmasked Estep 
Score: -4839071.000000 Penalty: 3429.341797
	Iteration 22Q: 3 clusters Score -4839071 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 37739 members 
Entering Unmasked Estep 
Score: -4839093.500000 Penalty: 3429.341797
	Iteration 23Q: 3 clusters Score -4839094 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 37749 members 
Entering Unmasked Estep 
Score: -4839096.500000 Penalty: 3429.341797
	Iteration 24Q: 3 clusters Score -4839096 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 37761 members 
Entering Unmasked Estep 
Score: -4839107.000000 Penalty: 3429.341797
	Iteration 25Q: 3 clusters Score -4839107 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 37769 members 
Entering Unmasked Estep 
Score: -4839115.000000 Penalty: 3429.341797
	Iteration 26Q: 3 clusters Score -4839115 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 37776 members 
Entering Unmasked Estep 
Score: -4839119.500000 Penalty: 3429.341797
	Iteration 27Q: 3 clusters Score -4839120 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 37786 members 
Entering Unmasked Estep 
Score: -4839123.000000 Penalty: 3429.341797
	Iteration 28Q: 3 clusters Score -4839123 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 37789 members 
Entering Unmasked Estep 
Score: -4839126.000000 Penalty: 3429.341797
	Iteration 29Q: 3 clusters Score -4839126 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 37795 members 
Entering Unmasked Estep 
Score: -4839125.000000 Penalty: 3429.341797
	Iteration 30Q: 3 clusters Score -4839125 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 37796 members 
Entering Unmasked Estep 
Score: -4839136.000000 Penalty: 3429.341797
	Iteration 31Q: 3 clusters Score -4839136 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 37800 members 
Entering Unmasked Estep 
Score: -4839141.500000 Penalty: 3429.341797
	Iteration 32Q: 3 clusters Score -4839142 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 37802 members 
Entering Unmasked Estep 
Score: -4839145.500000 Penalty: 3429.341797
	Iteration 33Q: 3 clusters Score -4839146 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 37804 members 
Entering Unmasked Estep 
Score: -4839145.500000 Penalty: 3429.341797
	Iteration 34Q: 3 clusters Score -4839146 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 37804 members 
Entering Unmasked Estep 
Score: -4839145.500000 Penalty: 3429.341797
	Iteration 35F: 3 clusters Score -4839146 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (49406 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49406 members 
Entering Unmasked Estep 
Score: -5908584.500000 Penalty: 1756.271851
	Iteration 0F: 2 clusters Score -5908584 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24705 members 
Mstep: Class 2 contains 24701 members 
Entering Unmasked Estep 
Score: -5875528.000000 Penalty: 3512.543701
	Iteration 0F: 3 clusters Score -5875528 nChanged 23163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24438 members 
Mstep: Class 2 contains 24968 members 
Entering Unmasked Estep 
Score: -5889302.000000 Penalty: 3512.543701
	Iteration 1F: 3 clusters Score -5889302 nChanged 2672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24590 members 
Mstep: Class 2 contains 24816 members 
Entering Unmasked Estep 
Score: -5890399.000000 Penalty: 3512.543701
	Iteration 2F: 3 clusters Score -5890399 nChanged 2606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24814 members 
Mstep: Class 2 contains 24592 members 
Entering Unmasked Estep 
Score: -5891539.000000 Penalty: 3512.543701
	Iteration 3F: 3 clusters Score -5891539 nChanged 2620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25112 members 
Mstep: Class 2 contains 24294 members 
Entering Unmasked Estep 
Score: -5892713.500000 Penalty: 3512.543701
	Iteration 4F: 3 clusters Score -5892714 nChanged 2605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25483 members 
Mstep: Class 2 contains 23923 members 
Entering Unmasked Estep 
Score: -5894046.000000 Penalty: 3512.543701
	Iteration 5F: 3 clusters Score -5894046 nChanged 2694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25953 members 
Mstep: Class 2 contains 23453 members 
Entering Unmasked Estep 
Score: -5895627.500000 Penalty: 3512.543701
	Iteration 6F: 3 clusters Score -5895628 nChanged 2683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26428 members 
Mstep: Class 2 contains 22978 members 
Entering Unmasked Estep 
Score: -5897198.500000 Penalty: 3512.543701
	Iteration 7F: 3 clusters Score -5897198 nChanged 2492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27062 members 
Mstep: Class 2 contains 22344 members 
Entering Unmasked Estep 
Score: -5898486.000000 Penalty: 3512.543701
	Iteration 8F: 3 clusters Score -5898486 nChanged 2111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27873 members 
Mstep: Class 2 contains 21533 members 
Entering Unmasked Estep 
Score: -5899347.500000 Penalty: 3512.543701
	Iteration 9Q: 3 clusters Score -5899348 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28846 members 
Mstep: Class 2 contains 20560 members 
Entering Unmasked Estep 
Score: -5900111.000000 Penalty: 3512.543701
	Iteration 10Q: 3 clusters Score -5900111 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29931 members 
Mstep: Class 2 contains 19475 members 
Entering Unmasked Estep 
Score: -5900850.000000 Penalty: 3512.543701
	Iteration 11Q: 3 clusters Score -5900850 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31070 members 
Mstep: Class 2 contains 18336 members 
Entering Unmasked Estep 
Score: -5901539.000000 Penalty: 3512.543701
	Iteration 12Q: 3 clusters Score -5901539 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32194 members 
Mstep: Class 2 contains 17212 members 
Entering Unmasked Estep 
Score: -5902154.500000 Penalty: 3512.543701
	Iteration 13Q: 3 clusters Score -5902154 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33304 members 
Mstep: Class 2 contains 16102 members 
Entering Unmasked Estep 
Score: -5902700.000000 Penalty: 3512.543701
	Iteration 14Q: 3 clusters Score -5902700 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34316 members 
Mstep: Class 2 contains 15090 members 
Entering Unmasked Estep 
Score: -5903155.000000 Penalty: 3512.543701
	Iteration 15Q: 3 clusters Score -5903155 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35357 members 
Mstep: Class 2 contains 14049 members 
Entering Unmasked Estep 
Score: -5903575.000000 Penalty: 3512.543701
	Iteration 16Q: 3 clusters Score -5903575 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36404 members 
Mstep: Class 2 contains 13002 members 
Entering Unmasked Estep 
Score: -5904004.500000 Penalty: 3512.543701
	Iteration 17Q: 3 clusters Score -5904004 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37385 members 
Mstep: Class 2 contains 12021 members 
Entering Unmasked Estep 
Score: -5904413.500000 Penalty: 3512.543701
	Iteration 18Q: 3 clusters Score -5904414 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38322 members 
Mstep: Class 2 contains 11084 members 
Entering Unmasked Estep 
Score: -5904824.500000 Penalty: 3512.543701
	Iteration 19Q: 3 clusters Score -5904824 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39235 members 
Mstep: Class 2 contains 10171 members 
Entering Unmasked Estep 
Score: -5905194.000000 Penalty: 3512.543701
	Iteration 20F: 3 clusters Score -5905194 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40140 members 
Mstep: Class 2 contains 9266 members 
Entering Unmasked Estep 
Score: -5905599.000000 Penalty: 3512.543701
	Iteration 21Q: 3 clusters Score -5905599 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40995 members 
Mstep: Class 2 contains 8411 members 
Entering Unmasked Estep 
Score: -5905971.000000 Penalty: 3512.543701
	Iteration 22Q: 3 clusters Score -5905971 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41836 members 
Mstep: Class 2 contains 7570 members 
Entering Unmasked Estep 
Score: -5906345.500000 Penalty: 3512.543701
	Iteration 23Q: 3 clusters Score -5906346 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42609 members 
Mstep: Class 2 contains 6797 members 
Entering Unmasked Estep 
Score: -5906675.000000 Penalty: 3512.543701
	Iteration 24Q: 3 clusters Score -5906675 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43254 members 
Mstep: Class 2 contains 6152 members 
Entering Unmasked Estep 
Score: -5906978.500000 Penalty: 3512.543701
	Iteration 25Q: 3 clusters Score -5906978 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43845 members 
Mstep: Class 2 contains 5561 members 
Entering Unmasked Estep 
Score: -5907213.500000 Penalty: 3512.543701
	Iteration 26Q: 3 clusters Score -5907214 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44383 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -5907441.000000 Penalty: 3512.543701
	Iteration 27Q: 3 clusters Score -5907441 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44868 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -5907632.000000 Penalty: 3512.543701
	Iteration 28Q: 3 clusters Score -5907632 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45276 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -5907802.000000 Penalty: 3512.543701
	Iteration 29Q: 3 clusters Score -5907802 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45616 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -5907923.000000 Penalty: 3512.543701
	Iteration 30Q: 3 clusters Score -5907923 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45933 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -5908039.000000 Penalty: 3512.543701
	Iteration 31Q: 3 clusters Score -5908039 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46184 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -5908141.000000 Penalty: 3512.543701
	Iteration 32Q: 3 clusters Score -5908141 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46396 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -5908246.500000 Penalty: 3512.543701
	Iteration 33Q: 3 clusters Score -5908246 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46572 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -5908318.000000 Penalty: 3512.543701
	Iteration 34Q: 3 clusters Score -5908318 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46722 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -5908396.000000 Penalty: 3512.543701
	Iteration 35Q: 3 clusters Score -5908396 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46848 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -5908426.000000 Penalty: 3512.543701
	Iteration 36Q: 3 clusters Score -5908426 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46953 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -5908445.500000 Penalty: 3512.543701
	Iteration 37Q: 3 clusters Score -5908446 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47034 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -5908470.000000 Penalty: 3512.543701
	Iteration 38Q: 3 clusters Score -5908470 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47097 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -5908499.000000 Penalty: 3512.543701
	Iteration 39Q: 3 clusters Score -5908499 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47147 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -5908496.000000 Penalty: 3512.543701
	Iteration 40F: 3 clusters Score -5908496 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47192 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -5908510.500000 Penalty: 3512.543701
	Iteration 41Q: 3 clusters Score -5908510 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47221 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -5908523.000000 Penalty: 3512.543701
	Iteration 42Q: 3 clusters Score -5908523 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47258 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -5908530.000000 Penalty: 3512.543701
	Iteration 43Q: 3 clusters Score -5908530 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47292 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -5908541.500000 Penalty: 3512.543701
	Iteration 44Q: 3 clusters Score -5908542 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47324 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -5908545.500000 Penalty: 3512.543701
	Iteration 45Q: 3 clusters Score -5908546 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47350 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -5908538.500000 Penalty: 3512.543701
	Iteration 46Q: 3 clusters Score -5908538 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47371 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -5908541.000000 Penalty: 3512.543701
	Iteration 47Q: 3 clusters Score -5908541 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47387 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -5908543.000000 Penalty: 3512.543701
	Iteration 48Q: 3 clusters Score -5908543 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47398 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -5908549.500000 Penalty: 3512.543701
	Iteration 49Q: 3 clusters Score -5908550 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47411 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -5908559.000000 Penalty: 3512.543701
	Iteration 50Q: 3 clusters Score -5908559 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47417 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -5908566.000000 Penalty: 3512.543701
	Iteration 51Q: 3 clusters Score -5908566 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47425 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -5908561.000000 Penalty: 3512.543701
	Iteration 52Q: 3 clusters Score -5908561 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47437 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -5908551.500000 Penalty: 3512.543701
	Iteration 53Q: 3 clusters Score -5908552 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47445 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -5908551.000000 Penalty: 3512.543701
	Iteration 54Q: 3 clusters Score -5908551 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47450 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -5908552.500000 Penalty: 3512.543701
	Iteration 55Q: 3 clusters Score -5908552 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47456 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -5908552.500000 Penalty: 3512.543701
	Iteration 56Q: 3 clusters Score -5908552 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47461 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -5908552.000000 Penalty: 3512.543701
	Iteration 57Q: 3 clusters Score -5908552 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47463 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -5908556.000000 Penalty: 3512.543701
	Iteration 58Q: 3 clusters Score -5908556 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47465 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -5908553.000000 Penalty: 3512.543701
	Iteration 59Q: 3 clusters Score -5908553 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47468 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -5908557.500000 Penalty: 3512.543701
	Iteration 60F: 3 clusters Score -5908558 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47469 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -5908557.000000 Penalty: 3512.543701
	Iteration 61Q: 3 clusters Score -5908557 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47469 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -5908557.000000 Penalty: 3512.543701
	Iteration 62F: 3 clusters Score -5908557 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (4129 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Entering Unmasked Estep 
Score: -489920.125000 Penalty: 1352.940918
	Iteration 0F: 2 clusters Score -489920.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -486580.468750 Penalty: 2705.881836
	Iteration 0F: 3 clusters Score -486580.5 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -487688.218750 Penalty: 2705.881836
	Iteration 1F: 3 clusters Score -487688.2 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -488001.031250 Penalty: 2705.881836
	Iteration 2F: 3 clusters Score -488001 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -488209.062500 Penalty: 2705.881836
	Iteration 3F: 3 clusters Score -488209.1 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -488396.718750 Penalty: 2705.881836
	Iteration 4F: 3 clusters Score -488396.7 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -488639.000000 Penalty: 2705.881836
	Iteration 5F: 3 clusters Score -488639 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -488911.187500 Penalty: 2705.881836
	Iteration 6F: 3 clusters Score -488911.2 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -489143.750000 Penalty: 2705.881836
	Iteration 7F: 3 clusters Score -489143.8 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -489326.593750 Penalty: 2705.881836
	Iteration 8Q: 3 clusters Score -489326.6 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -489494.500000 Penalty: 2705.881836
	Iteration 9Q: 3 clusters Score -489494.5 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -489642.281250 Penalty: 2705.881836
	Iteration 10Q: 3 clusters Score -489642.3 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -489781.875000 Penalty: 2705.881836
	Iteration 11Q: 3 clusters Score -489781.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -489937.531250 Penalty: 2705.881836
	Iteration 12Q: 3 clusters Score -489937.5 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -490084.968750 Penalty: 2705.881836
	Iteration 13Q: 3 clusters Score -490085 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -490224.343750 Penalty: 2705.881836
	Iteration 14Q: 3 clusters Score -490224.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -490310.968750 Penalty: 2705.881836
	Iteration 15Q: 3 clusters Score -490311 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -490355.906250 Penalty: 2705.881836
	Iteration 16Q: 3 clusters Score -490355.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -490371.031250 Penalty: 2705.881836
	Iteration 17Q: 3 clusters Score -490371 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -490379.312500 Penalty: 2705.881836
	Iteration 18Q: 3 clusters Score -490379.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -490383.718750 Penalty: 2705.881836
	Iteration 19Q: 3 clusters Score -490383.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -490389.562500 Penalty: 2705.881836
	Iteration 20F: 3 clusters Score -490389.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -490394.187500 Penalty: 2705.881836
	Iteration 21Q: 3 clusters Score -490394.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -490394.750000 Penalty: 2705.881836
	Iteration 22Q: 3 clusters Score -490394.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -490395.406250 Penalty: 2705.881836
	Iteration 23Q: 3 clusters Score -490395.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -490395.187500 Penalty: 2705.881836
	Iteration 24Q: 3 clusters Score -490395.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -490395.187500 Penalty: 2705.881836
	Iteration 25F: 3 clusters Score -490395.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 9389 members 
Mstep: Class 3 contains 99433 members 
Mstep: Class 4 contains 11673 members 
Mstep: Class 5 contains 2289 members 
Mstep: Class 6 contains 35379 members 
Mstep: Class 7 contains 18834 members 
Mstep: Class 8 contains 7948 members 
Mstep: Class 9 contains 18448 members 
Mstep: Class 10 contains 25112 members 
Mstep: Class 11 contains 5927 members 
Mstep: Class 12 contains 3302 members 
Mstep: Class 13 contains 18782 members 
Mstep: Class 14 contains 38247 members 
Mstep: Class 15 contains 49406 members 
Mstep: Class 16 contains 2252 members 
Mstep: Class 17 contains 6545 members 
Mstep: Class 18 contains 51279 members 
Mstep: Class 19 contains 2187 members 
Mstep: Class 20 contains 2584 members 
Mstep: Class 21 contains 2678 members 
Mstep: Class 22 contains 3294 members 
Mstep: Class 23 contains 46276 members 
Mstep: Class 24 contains 31453 members 
Mstep: Class 25 contains 12629 members 
Mstep: Class 26 contains 8371 members 
Mstep: Class 27 contains 8724 members 
Mstep: Class 28 contains 2366 members 
Mstep: Class 29 contains 23498 members 
Mstep: Class 30 contains 51737 members 
Mstep: Class 31 contains 5351 members 
Mstep: Class 32 contains 34005 members 
Mstep: Class 33 contains 12269 members 
Mstep: Class 34 contains 16695 members 
Mstep: Class 35 contains 149875 members 
Mstep: Class 36 contains 1877 members 
Entering Unmasked Estep 
Score: -100280480.000000 Penalty: 79664.296875
Splitting cluster 16 changes total score from -100280720.000000 to -100280480.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 17 (6545 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6545 members 
Entering Unmasked Estep 
Score: -815377.187500 Penalty: 1427.799316
	Iteration 0F: 2 clusters Score -815377.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -810462.375000 Penalty: 2855.598633
	Iteration 0F: 3 clusters Score -810462.4 nChanged 2720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -812117.750000 Penalty: 2855.598633
	Iteration 1F: 3 clusters Score -812117.8 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -812603.500000 Penalty: 2855.598633
	Iteration 2F: 3 clusters Score -812603.5 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -813220.000000 Penalty: 2855.598633
	Iteration 3F: 3 clusters Score -813220 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -813995.500000 Penalty: 2855.598633
	Iteration 4F: 3 clusters Score -813995.5 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -814695.500000 Penalty: 2855.598633
	Iteration 5F: 3 clusters Score -814695.5 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -815049.625000 Penalty: 2855.598633
	Iteration 6F: 3 clusters Score -815049.6 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -815236.625000 Penalty: 2855.598633
	Iteration 7Q: 3 clusters Score -815236.6 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -815319.062500 Penalty: 2855.598633
	Iteration 8Q: 3 clusters Score -815319.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -815369.187500 Penalty: 2855.598633
	Iteration 9Q: 3 clusters Score -815369.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -815395.812500 Penalty: 2855.598633
	Iteration 10Q: 3 clusters Score -815395.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -815422.312500 Penalty: 2855.598633
	Iteration 11Q: 3 clusters Score -815422.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -815444.250000 Penalty: 2855.598633
	Iteration 12Q: 3 clusters Score -815444.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -815461.062500 Penalty: 2855.598633
	Iteration 13Q: 3 clusters Score -815461.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -815476.312500 Penalty: 2855.598633
	Iteration 14Q: 3 clusters Score -815476.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -815491.062500 Penalty: 2855.598633
	Iteration 15Q: 3 clusters Score -815491.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -815501.187500 Penalty: 2855.598633
	Iteration 16Q: 3 clusters Score -815501.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -815510.125000 Penalty: 2855.598633
	Iteration 17Q: 3 clusters Score -815510.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -815514.062500 Penalty: 2855.598633
	Iteration 18Q: 3 clusters Score -815514.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -815516.500000 Penalty: 2855.598633
	Iteration 19Q: 3 clusters Score -815516.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -815523.625000 Penalty: 2855.598633
	Iteration 20F: 3 clusters Score -815523.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -815527.312500 Penalty: 2855.598633
	Iteration 21Q: 3 clusters Score -815527.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -815531.125000 Penalty: 2855.598633
	Iteration 22Q: 3 clusters Score -815531.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -815537.500000 Penalty: 2855.598633
	Iteration 23Q: 3 clusters Score -815537.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -815541.000000 Penalty: 2855.598633
	Iteration 24Q: 3 clusters Score -815541 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -815550.125000 Penalty: 2855.598633
	Iteration 25Q: 3 clusters Score -815550.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -815554.937500 Penalty: 2855.598633
	Iteration 26Q: 3 clusters Score -815554.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -815557.875000 Penalty: 2855.598633
	Iteration 27Q: 3 clusters Score -815557.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -815558.000000 Penalty: 2855.598633
	Iteration 28Q: 3 clusters Score -815558 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -815560.875000 Penalty: 2855.598633
	Iteration 29Q: 3 clusters Score -815560.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -815562.125000 Penalty: 2855.598633
	Iteration 30Q: 3 clusters Score -815562.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -815561.125000 Penalty: 2855.598633
	Iteration 31Q: 3 clusters Score -815561.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -815561.125000 Penalty: 2855.598633
	Iteration 32F: 3 clusters Score -815561.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 9389 members 
Mstep: Class 3 contains 99433 members 
Mstep: Class 4 contains 11673 members 
Mstep: Class 5 contains 2289 members 
Mstep: Class 6 contains 35379 members 
Mstep: Class 7 contains 18834 members 
Mstep: Class 8 contains 7948 members 
Mstep: Class 9 contains 18448 members 
Mstep: Class 10 contains 25112 members 
Mstep: Class 11 contains 5927 members 
Mstep: Class 12 contains 3302 members 
Mstep: Class 13 contains 18782 members 
Mstep: Class 14 contains 38247 members 
Mstep: Class 15 contains 49406 members 
Mstep: Class 16 contains 4129 members 
Mstep: Class 17 contains 2301 members 
Mstep: Class 18 contains 51279 members 
Mstep: Class 19 contains 2187 members 
Mstep: Class 20 contains 2584 members 
Mstep: Class 21 contains 2678 members 
Mstep: Class 22 contains 3294 members 
Mstep: Class 23 contains 46276 members 
Mstep: Class 24 contains 31453 members 
Mstep: Class 25 contains 12629 members 
Mstep: Class 26 contains 8371 members 
Mstep: Class 27 contains 8724 members 
Mstep: Class 28 contains 2366 members 
Mstep: Class 29 contains 23498 members 
Mstep: Class 30 contains 51737 members 
Mstep: Class 31 contains 5351 members 
Mstep: Class 32 contains 34005 members 
Mstep: Class 33 contains 12269 members 
Mstep: Class 34 contains 16695 members 
Mstep: Class 35 contains 149875 members 
Mstep: Class 36 contains 4244 members 
Entering Unmasked Estep 
Score: -100280104.000000 Penalty: 79664.296875
Splitting cluster 17 changes total score from -100280720.000000 to -100280104.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 18 (51279 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51279 members 
Entering Unmasked Estep 
Score: -6457406.500000 Penalty: 1762.318481
	Iteration 0F: 2 clusters Score -6457406 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25743 members 
Mstep: Class 2 contains 25536 members 
Entering Unmasked Estep 
Score: -6422968.000000 Penalty: 3524.636963
	Iteration 0F: 3 clusters Score -6422968 nChanged 24094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26885 members 
Mstep: Class 2 contains 24394 members 
Entering Unmasked Estep 
Score: -6436712.000000 Penalty: 3524.636963
	Iteration 1F: 3 clusters Score -6436712 nChanged 2200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27577 members 
Mstep: Class 2 contains 23702 members 
Entering Unmasked Estep 
Score: -6437518.500000 Penalty: 3524.636963
	Iteration 2Q: 3 clusters Score -6437518 nChanged 2388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28529 members 
Mstep: Class 2 contains 22750 members 
Entering Unmasked Estep 
Score: -6438607.000000 Penalty: 3524.636963
	Iteration 3Q: 3 clusters Score -6438607 nChanged 2728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29799 members 
Mstep: Class 2 contains 21480 members 
Entering Unmasked Estep 
Score: -6440207.500000 Penalty: 3524.636963
	Iteration 4F: 3 clusters Score -6440208 nChanged 3102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31297 members 
Mstep: Class 2 contains 19982 members 
Entering Unmasked Estep 
Score: -6442296.000000 Penalty: 3524.636963
	Iteration 5F: 3 clusters Score -6442296 nChanged 3238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32929 members 
Mstep: Class 2 contains 18350 members 
Entering Unmasked Estep 
Score: -6444682.500000 Penalty: 3524.636963
	Iteration 6F: 3 clusters Score -6444682 nChanged 3198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34365 members 
Mstep: Class 2 contains 16914 members 
Entering Unmasked Estep 
Score: -6447072.500000 Penalty: 3524.636963
	Iteration 7F: 3 clusters Score -6447072 nChanged 2888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35405 members 
Mstep: Class 2 contains 15874 members 
Entering Unmasked Estep 
Score: -6449111.500000 Penalty: 3524.636963
	Iteration 8F: 3 clusters Score -6449112 nChanged 2417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36114 members 
Mstep: Class 2 contains 15165 members 
Entering Unmasked Estep 
Score: -6450605.500000 Penalty: 3524.636963
	Iteration 9Q: 3 clusters Score -6450606 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36672 members 
Mstep: Class 2 contains 14607 members 
Entering Unmasked Estep 
Score: -6451490.000000 Penalty: 3524.636963
	Iteration 10Q: 3 clusters Score -6451490 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37128 members 
Mstep: Class 2 contains 14151 members 
Entering Unmasked Estep 
Score: -6451999.000000 Penalty: 3524.636963
	Iteration 11Q: 3 clusters Score -6451999 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37564 members 
Mstep: Class 2 contains 13715 members 
Entering Unmasked Estep 
Score: -6452284.500000 Penalty: 3524.636963
	Iteration 12Q: 3 clusters Score -6452284 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38019 members 
Mstep: Class 2 contains 13260 members 
Entering Unmasked Estep 
Score: -6452494.500000 Penalty: 3524.636963
	Iteration 13Q: 3 clusters Score -6452494 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38454 members 
Mstep: Class 2 contains 12825 members 
Entering Unmasked Estep 
Score: -6452674.500000 Penalty: 3524.636963
	Iteration 14Q: 3 clusters Score -6452674 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38884 members 
Mstep: Class 2 contains 12395 members 
Entering Unmasked Estep 
Score: -6452814.000000 Penalty: 3524.636963
	Iteration 15Q: 3 clusters Score -6452814 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39362 members 
Mstep: Class 2 contains 11917 members 
Entering Unmasked Estep 
Score: -6452945.500000 Penalty: 3524.636963
	Iteration 16Q: 3 clusters Score -6452946 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39835 members 
Mstep: Class 2 contains 11444 members 
Entering Unmasked Estep 
Score: -6453098.000000 Penalty: 3524.636963
	Iteration 17Q: 3 clusters Score -6453098 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40292 members 
Mstep: Class 2 contains 10987 members 
Entering Unmasked Estep 
Score: -6453243.000000 Penalty: 3524.636963
	Iteration 18Q: 3 clusters Score -6453243 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40797 members 
Mstep: Class 2 contains 10482 members 
Entering Unmasked Estep 
Score: -6453421.000000 Penalty: 3524.636963
	Iteration 19Q: 3 clusters Score -6453421 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41302 members 
Mstep: Class 2 contains 9977 members 
Entering Unmasked Estep 
Score: -6453574.500000 Penalty: 3524.636963
	Iteration 20F: 3 clusters Score -6453574 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41821 members 
Mstep: Class 2 contains 9458 members 
Entering Unmasked Estep 
Score: -6453749.000000 Penalty: 3524.636963
	Iteration 21Q: 3 clusters Score -6453749 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42321 members 
Mstep: Class 2 contains 8958 members 
Entering Unmasked Estep 
Score: -6453926.000000 Penalty: 3524.636963
	Iteration 22Q: 3 clusters Score -6453926 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42825 members 
Mstep: Class 2 contains 8454 members 
Entering Unmasked Estep 
Score: -6454127.500000 Penalty: 3524.636963
	Iteration 23Q: 3 clusters Score -6454128 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43309 members 
Mstep: Class 2 contains 7970 members 
Entering Unmasked Estep 
Score: -6454273.000000 Penalty: 3524.636963
	Iteration 24Q: 3 clusters Score -6454273 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43780 members 
Mstep: Class 2 contains 7499 members 
Entering Unmasked Estep 
Score: -6454422.500000 Penalty: 3524.636963
	Iteration 25Q: 3 clusters Score -6454422 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44222 members 
Mstep: Class 2 contains 7057 members 
Entering Unmasked Estep 
Score: -6454560.000000 Penalty: 3524.636963
	Iteration 26Q: 3 clusters Score -6454560 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44622 members 
Mstep: Class 2 contains 6657 members 
Entering Unmasked Estep 
Score: -6454687.000000 Penalty: 3524.636963
	Iteration 27Q: 3 clusters Score -6454687 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45007 members 
Mstep: Class 2 contains 6272 members 
Entering Unmasked Estep 
Score: -6454836.500000 Penalty: 3524.636963
	Iteration 28Q: 3 clusters Score -6454836 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45372 members 
Mstep: Class 2 contains 5907 members 
Entering Unmasked Estep 
Score: -6454960.500000 Penalty: 3524.636963
	Iteration 29Q: 3 clusters Score -6454960 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45710 members 
Mstep: Class 2 contains 5569 members 
Entering Unmasked Estep 
Score: -6455054.500000 Penalty: 3524.636963
	Iteration 30Q: 3 clusters Score -6455054 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46035 members 
Mstep: Class 2 contains 5244 members 
Entering Unmasked Estep 
Score: -6455141.500000 Penalty: 3524.636963
	Iteration 31Q: 3 clusters Score -6455142 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46327 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -6455239.500000 Penalty: 3524.636963
	Iteration 32Q: 3 clusters Score -6455240 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46597 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -6455322.000000 Penalty: 3524.636963
	Iteration 33Q: 3 clusters Score -6455322 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46855 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -6455410.500000 Penalty: 3524.636963
	Iteration 34Q: 3 clusters Score -6455410 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47110 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -6455467.000000 Penalty: 3524.636963
	Iteration 35Q: 3 clusters Score -6455467 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47348 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -6455546.500000 Penalty: 3524.636963
	Iteration 36Q: 3 clusters Score -6455546 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47571 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -6455650.500000 Penalty: 3524.636963
	Iteration 37Q: 3 clusters Score -6455650 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47778 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -6455746.500000 Penalty: 3524.636963
	Iteration 38Q: 3 clusters Score -6455746 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47970 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -6455845.000000 Penalty: 3524.636963
	Iteration 39Q: 3 clusters Score -6455845 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48155 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -6455974.000000 Penalty: 3524.636963
	Iteration 40F: 3 clusters Score -6455974 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48311 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -6456081.500000 Penalty: 3524.636963
	Iteration 41Q: 3 clusters Score -6456082 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48441 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -6456150.500000 Penalty: 3524.636963
	Iteration 42Q: 3 clusters Score -6456150 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48535 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -6456179.500000 Penalty: 3524.636963
	Iteration 43Q: 3 clusters Score -6456180 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48619 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -6456211.000000 Penalty: 3524.636963
	Iteration 44Q: 3 clusters Score -6456211 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48692 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -6456239.000000 Penalty: 3524.636963
	Iteration 45Q: 3 clusters Score -6456239 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48753 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -6456264.500000 Penalty: 3524.636963
	Iteration 46Q: 3 clusters Score -6456264 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48819 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -6456277.000000 Penalty: 3524.636963
	Iteration 47Q: 3 clusters Score -6456277 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48863 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -6456283.500000 Penalty: 3524.636963
	Iteration 48Q: 3 clusters Score -6456284 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48903 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -6456289.000000 Penalty: 3524.636963
	Iteration 49Q: 3 clusters Score -6456289 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48937 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -6456304.000000 Penalty: 3524.636963
	Iteration 50Q: 3 clusters Score -6456304 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48961 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -6456307.500000 Penalty: 3524.636963
	Iteration 51Q: 3 clusters Score -6456308 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48987 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -6456323.000000 Penalty: 3524.636963
	Iteration 52Q: 3 clusters Score -6456323 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49003 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -6456327.000000 Penalty: 3524.636963
	Iteration 53Q: 3 clusters Score -6456327 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49018 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -6456337.500000 Penalty: 3524.636963
	Iteration 54Q: 3 clusters Score -6456338 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49032 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -6456339.000000 Penalty: 3524.636963
	Iteration 55Q: 3 clusters Score -6456339 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49051 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -6456329.000000 Penalty: 3524.636963
	Iteration 56Q: 3 clusters Score -6456329 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49057 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -6456324.500000 Penalty: 3524.636963
	Iteration 57Q: 3 clusters Score -6456324 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49064 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -6456330.500000 Penalty: 3524.636963
	Iteration 58Q: 3 clusters Score -6456330 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49070 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -6456326.500000 Penalty: 3524.636963
	Iteration 59Q: 3 clusters Score -6456326 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49078 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -6456332.500000 Penalty: 3524.636963
	Iteration 60F: 3 clusters Score -6456332 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49084 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -6456338.000000 Penalty: 3524.636963
	Iteration 61Q: 3 clusters Score -6456338 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49096 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -6456334.500000 Penalty: 3524.636963
	Iteration 62Q: 3 clusters Score -6456334 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49100 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -6456337.000000 Penalty: 3524.636963
	Iteration 63Q: 3 clusters Score -6456337 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49104 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -6456340.500000 Penalty: 3524.636963
	Iteration 64Q: 3 clusters Score -6456340 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49114 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -6456333.500000 Penalty: 3524.636963
	Iteration 65Q: 3 clusters Score -6456334 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49121 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -6456340.500000 Penalty: 3524.636963
	Iteration 66Q: 3 clusters Score -6456340 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49125 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -6456338.500000 Penalty: 3524.636963
	Iteration 67Q: 3 clusters Score -6456338 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49131 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -6456339.000000 Penalty: 3524.636963
	Iteration 68Q: 3 clusters Score -6456339 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49133 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -6456343.000000 Penalty: 3524.636963
	Iteration 69Q: 3 clusters Score -6456343 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49137 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -6456338.000000 Penalty: 3524.636963
	Iteration 70Q: 3 clusters Score -6456338 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49145 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -6456340.500000 Penalty: 3524.636963
	Iteration 71Q: 3 clusters Score -6456340 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49148 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -6456335.500000 Penalty: 3524.636963
	Iteration 72Q: 3 clusters Score -6456336 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49150 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -6456338.500000 Penalty: 3524.636963
	Iteration 73Q: 3 clusters Score -6456338 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49150 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -6456337.000000 Penalty: 3524.636963
	Iteration 74Q: 3 clusters Score -6456337 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49152 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -6456341.500000 Penalty: 3524.636963
	Iteration 75Q: 3 clusters Score -6456342 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49155 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -6456345.000000 Penalty: 3524.636963
	Iteration 76Q: 3 clusters Score -6456345 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49159 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -6456340.500000 Penalty: 3524.636963
	Iteration 77Q: 3 clusters Score -6456340 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49161 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -6456343.500000 Penalty: 3524.636963
	Iteration 78Q: 3 clusters Score -6456344 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49165 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -6456349.500000 Penalty: 3524.636963
	Iteration 79Q: 3 clusters Score -6456350 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49168 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -6456340.000000 Penalty: 3524.636963
	Iteration 80F: 3 clusters Score -6456340 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49172 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -6456340.000000 Penalty: 3524.636963
	Iteration 81Q: 3 clusters Score -6456340 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49179 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -6456335.000000 Penalty: 3524.636963
	Iteration 82Q: 3 clusters Score -6456335 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49185 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -6456338.500000 Penalty: 3524.636963
	Iteration 83Q: 3 clusters Score -6456338 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49189 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -6456341.000000 Penalty: 3524.636963
	Iteration 84Q: 3 clusters Score -6456341 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49190 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -6456342.500000 Penalty: 3524.636963
	Iteration 85Q: 3 clusters Score -6456342 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49195 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -6456343.500000 Penalty: 3524.636963
	Iteration 86Q: 3 clusters Score -6456344 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49199 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -6456341.000000 Penalty: 3524.636963
	Iteration 87Q: 3 clusters Score -6456341 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49201 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -6456341.000000 Penalty: 3524.636963
	Iteration 88Q: 3 clusters Score -6456341 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49201 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -6456343.000000 Penalty: 3524.636963
	Iteration 89Q: 3 clusters Score -6456343 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49201 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -6456343.000000 Penalty: 3524.636963
	Iteration 90F: 3 clusters Score -6456343 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (2187 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Entering Unmasked Estep 
Score: -268230.593750 Penalty: 1249.671509
	Iteration 0F: 2 clusters Score -268230.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -266045.187500 Penalty: 2499.343018
	Iteration 0F: 3 clusters Score -266045.2 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -266607.250000 Penalty: 2499.343018
	Iteration 1F: 3 clusters Score -266607.2 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -266775.718750 Penalty: 2499.343018
	Iteration 2F: 3 clusters Score -266775.7 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -266895.093750 Penalty: 2499.343018
	Iteration 3F: 3 clusters Score -266895.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -266973.593750 Penalty: 2499.343018
	Iteration 4Q: 3 clusters Score -266973.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -267026.218750 Penalty: 2499.343018
	Iteration 5Q: 3 clusters Score -267026.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -267077.093750 Penalty: 2499.343018
	Iteration 6Q: 3 clusters Score -267077.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -267118.906250 Penalty: 2499.343018
	Iteration 7Q: 3 clusters Score -267118.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -267152.656250 Penalty: 2499.343018
	Iteration 8Q: 3 clusters Score -267152.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -267187.500000 Penalty: 2499.343018
	Iteration 9Q: 3 clusters Score -267187.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -267211.875000 Penalty: 2499.343018
	Iteration 10Q: 3 clusters Score -267211.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -267234.531250 Penalty: 2499.343018
	Iteration 11Q: 3 clusters Score -267234.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -267250.968750 Penalty: 2499.343018
	Iteration 12Q: 3 clusters Score -267251 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -267262.812500 Penalty: 2499.343018
	Iteration 13Q: 3 clusters Score -267262.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -267270.281250 Penalty: 2499.343018
	Iteration 14Q: 3 clusters Score -267270.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -267273.750000 Penalty: 2499.343018
	Iteration 15Q: 3 clusters Score -267273.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -267279.812500 Penalty: 2499.343018
	Iteration 16Q: 3 clusters Score -267279.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -267282.656250 Penalty: 2499.343018
	Iteration 17Q: 3 clusters Score -267282.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -267285.218750 Penalty: 2499.343018
	Iteration 18Q: 3 clusters Score -267285.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -267285.750000 Penalty: 2499.343018
	Iteration 19Q: 3 clusters Score -267285.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -267287.281250 Penalty: 2499.343018
	Iteration 20F: 3 clusters Score -267287.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -267287.031250 Penalty: 2499.343018
	Iteration 21Q: 3 clusters Score -267287 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -267287.031250 Penalty: 2499.343018
	Iteration 22F: 3 clusters Score -267287 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2584 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Entering Unmasked Estep 
Score: -266621.875000 Penalty: 1276.777710
	Iteration 0F: 2 clusters Score -266621.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -264249.781250 Penalty: 2553.555420
	Iteration 0F: 3 clusters Score -264249.8 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -265124.812500 Penalty: 2553.555420
	Iteration 1F: 3 clusters Score -265124.8 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -265482.156250 Penalty: 2553.555420
	Iteration 2F: 3 clusters Score -265482.2 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -265745.281250 Penalty: 2553.555420
	Iteration 3F: 3 clusters Score -265745.3 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -265884.812500 Penalty: 2553.555420
	Iteration 4F: 3 clusters Score -265884.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -265977.625000 Penalty: 2553.555420
	Iteration 5Q: 3 clusters Score -265977.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -266057.468750 Penalty: 2553.555420
	Iteration 6Q: 3 clusters Score -266057.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -266128.937500 Penalty: 2553.555420
	Iteration 7Q: 3 clusters Score -266128.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -266187.937500 Penalty: 2553.555420
	Iteration 8Q: 3 clusters Score -266187.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -266238.406250 Penalty: 2553.555420
	Iteration 9Q: 3 clusters Score -266238.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -266275.468750 Penalty: 2553.555420
	Iteration 10Q: 3 clusters Score -266275.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -266299.781250 Penalty: 2553.555420
	Iteration 11Q: 3 clusters Score -266299.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -266316.031250 Penalty: 2553.555420
	Iteration 12Q: 3 clusters Score -266316 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -266328.968750 Penalty: 2553.555420
	Iteration 13Q: 3 clusters Score -266329 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -266340.031250 Penalty: 2553.555420
	Iteration 14Q: 3 clusters Score -266340 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -266352.906250 Penalty: 2553.555420
	Iteration 15Q: 3 clusters Score -266352.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -266365.562500 Penalty: 2553.555420
	Iteration 16Q: 3 clusters Score -266365.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -266382.781250 Penalty: 2553.555420
	Iteration 17Q: 3 clusters Score -266382.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -266397.531250 Penalty: 2553.555420
	Iteration 18Q: 3 clusters Score -266397.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -266412.156250 Penalty: 2553.555420
	Iteration 19Q: 3 clusters Score -266412.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -266441.531250 Penalty: 2553.555420
	Iteration 20F: 3 clusters Score -266441.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -266460.218750 Penalty: 2553.555420
	Iteration 21Q: 3 clusters Score -266460.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -266478.468750 Penalty: 2553.555420
	Iteration 22Q: 3 clusters Score -266478.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -266499.468750 Penalty: 2553.555420
	Iteration 23Q: 3 clusters Score -266499.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -266517.437500 Penalty: 2553.555420
	Iteration 24Q: 3 clusters Score -266517.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -266531.312500 Penalty: 2553.555420
	Iteration 25Q: 3 clusters Score -266531.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -266547.656250 Penalty: 2553.555420
	Iteration 26Q: 3 clusters Score -266547.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -266559.906250 Penalty: 2553.555420
	Iteration 27Q: 3 clusters Score -266559.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -266569.218750 Penalty: 2553.555420
	Iteration 28Q: 3 clusters Score -266569.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -266576.000000 Penalty: 2553.555420
	Iteration 29Q: 3 clusters Score -266576 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -266578.031250 Penalty: 2553.555420
	Iteration 30Q: 3 clusters Score -266578 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -266582.437500 Penalty: 2553.555420
	Iteration 31Q: 3 clusters Score -266582.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -266584.468750 Penalty: 2553.555420
	Iteration 32Q: 3 clusters Score -266584.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -266585.281250 Penalty: 2553.555420
	Iteration 33Q: 3 clusters Score -266585.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -266585.812500 Penalty: 2553.555420
	Iteration 34Q: 3 clusters Score -266585.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -266586.125000 Penalty: 2553.555420
	Iteration 35Q: 3 clusters Score -266586.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -266586.718750 Penalty: 2553.555420
	Iteration 36Q: 3 clusters Score -266586.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -266587.031250 Penalty: 2553.555420
	Iteration 37Q: 3 clusters Score -266587 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -266587.562500 Penalty: 2553.555420
	Iteration 38Q: 3 clusters Score -266587.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -266587.687500 Penalty: 2553.555420
	Iteration 39Q: 3 clusters Score -266587.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -266587.687500 Penalty: 2553.555420
	Iteration 40F: 3 clusters Score -266587.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (2678 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Entering Unmasked Estep 
Score: -307583.593750 Penalty: 1282.584106
	Iteration 0F: 2 clusters Score -307583.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -305193.875000 Penalty: 2565.168213
	Iteration 0F: 3 clusters Score -305193.9 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -306377.062500 Penalty: 2565.168213
	Iteration 1F: 3 clusters Score -306377.1 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -307116.968750 Penalty: 2565.168213
	Iteration 2F: 3 clusters Score -307117 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -307744.093750 Penalty: 2565.168213
	Iteration 3F: 3 clusters Score -307744.1 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -308091.843750 Penalty: 2565.168213
	Iteration 4F: 3 clusters Score -308091.8 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -308279.562500 Penalty: 2565.168213
	Iteration 5F: 3 clusters Score -308279.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -308386.437500 Penalty: 2565.168213
	Iteration 6Q: 3 clusters Score -308386.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -308452.156250 Penalty: 2565.168213
	Iteration 7Q: 3 clusters Score -308452.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -308503.093750 Penalty: 2565.168213
	Iteration 8Q: 3 clusters Score -308503.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -308562.437500 Penalty: 2565.168213
	Iteration 9Q: 3 clusters Score -308562.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -308669.812500 Penalty: 2565.168213
	Iteration 10Q: 3 clusters Score -308669.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -308739.843750 Penalty: 2565.168213
	Iteration 11Q: 3 clusters Score -308739.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -308794.781250 Penalty: 2565.168213
	Iteration 12Q: 3 clusters Score -308794.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -308818.750000 Penalty: 2565.168213
	Iteration 13Q: 3 clusters Score -308818.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -308826.656250 Penalty: 2565.168213
	Iteration 14Q: 3 clusters Score -308826.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -308830.187500 Penalty: 2565.168213
	Iteration 15Q: 3 clusters Score -308830.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -308830.187500 Penalty: 2565.168213
	Iteration 16F: 3 clusters Score -308830.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 9389 members 
Mstep: Class 3 contains 99433 members 
Mstep: Class 4 contains 11673 members 
Mstep: Class 5 contains 2289 members 
Mstep: Class 6 contains 35379 members 
Mstep: Class 7 contains 18834 members 
Mstep: Class 8 contains 7948 members 
Mstep: Class 9 contains 18448 members 
Mstep: Class 10 contains 25112 members 
Mstep: Class 11 contains 5927 members 
Mstep: Class 12 contains 3302 members 
Mstep: Class 13 contains 18782 members 
Mstep: Class 14 contains 38247 members 
Mstep: Class 15 contains 49406 members 
Mstep: Class 16 contains 4129 members 
Mstep: Class 17 contains 6545 members 
Mstep: Class 18 contains 51279 members 
Mstep: Class 19 contains 2187 members 
Mstep: Class 20 contains 2584 members 
Mstep: Class 21 contains 858 members 
Mstep: Class 22 contains 3294 members 
Mstep: Class 23 contains 46276 members 
Mstep: Class 24 contains 31453 members 
Mstep: Class 25 contains 12629 members 
Mstep: Class 26 contains 8371 members 
Mstep: Class 27 contains 8724 members 
Mstep: Class 28 contains 2366 members 
Mstep: Class 29 contains 23498 members 
Mstep: Class 30 contains 51737 members 
Mstep: Class 31 contains 5351 members 
Mstep: Class 32 contains 34005 members 
Mstep: Class 33 contains 12269 members 
Mstep: Class 34 contains 16695 members 
Mstep: Class 35 contains 149875 members 
Mstep: Class 36 contains 1820 members 
Entering Unmasked Estep 
Score: -100281024.000000 Penalty: 79664.296875
Splitting cluster 21 changes total score from -100280720.000000 to -100281024.000000
So it's getting split into cluster 36.
Entering ConstructFrom: 
Trying to split cluster 22 (3294 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Entering Unmasked Estep 
Score: -407831.281250 Penalty: 1316.226929
	Iteration 0F: 2 clusters Score -407831.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -404967.000000 Penalty: 2632.453857
	Iteration 0F: 3 clusters Score -404967 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -405857.500000 Penalty: 2632.453857
	Iteration 1F: 3 clusters Score -405857.5 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -406141.875000 Penalty: 2632.453857
	Iteration 2F: 3 clusters Score -406141.9 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -406432.875000 Penalty: 2632.453857
	Iteration 3F: 3 clusters Score -406432.9 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -406638.718750 Penalty: 2632.453857
	Iteration 4F: 3 clusters Score -406638.7 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -406784.375000 Penalty: 2632.453857
	Iteration 5F: 3 clusters Score -406784.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -406897.750000 Penalty: 2632.453857
	Iteration 6Q: 3 clusters Score -406897.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -406987.093750 Penalty: 2632.453857
	Iteration 7Q: 3 clusters Score -406987.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -407033.468750 Penalty: 2632.453857
	Iteration 8Q: 3 clusters Score -407033.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -407079.281250 Penalty: 2632.453857
	Iteration 9Q: 3 clusters Score -407079.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -407121.500000 Penalty: 2632.453857
	Iteration 10Q: 3 clusters Score -407121.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -407161.906250 Penalty: 2632.453857
	Iteration 11Q: 3 clusters Score -407161.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -407218.437500 Penalty: 2632.453857
	Iteration 12Q: 3 clusters Score -407218.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -407272.781250 Penalty: 2632.453857
	Iteration 13Q: 3 clusters Score -407272.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -407337.625000 Penalty: 2632.453857
	Iteration 14Q: 3 clusters Score -407337.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -407411.531250 Penalty: 2632.453857
	Iteration 15Q: 3 clusters Score -407411.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -407501.656250 Penalty: 2632.453857
	Iteration 16Q: 3 clusters Score -407501.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -407640.125000 Penalty: 2632.453857
	Iteration 17Q: 3 clusters Score -407640.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -407752.437500 Penalty: 2632.453857
	Iteration 18Q: 3 clusters Score -407752.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -407816.406250 Penalty: 2632.453857
	Iteration 19Q: 3 clusters Score -407816.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -407847.062500 Penalty: 2632.453857
	Iteration 20F: 3 clusters Score -407847.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -407877.250000 Penalty: 2632.453857
	Iteration 21Q: 3 clusters Score -407877.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -407900.500000 Penalty: 2632.453857
	Iteration 22Q: 3 clusters Score -407900.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -407914.406250 Penalty: 2632.453857
	Iteration 23Q: 3 clusters Score -407914.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -407924.468750 Penalty: 2632.453857
	Iteration 24Q: 3 clusters Score -407924.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -407935.218750 Penalty: 2632.453857
	Iteration 25Q: 3 clusters Score -407935.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -407939.343750 Penalty: 2632.453857
	Iteration 26Q: 3 clusters Score -407939.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -407944.718750 Penalty: 2632.453857
	Iteration 27Q: 3 clusters Score -407944.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -407948.656250 Penalty: 2632.453857
	Iteration 28Q: 3 clusters Score -407948.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -407950.093750 Penalty: 2632.453857
	Iteration 29Q: 3 clusters Score -407950.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -407950.218750 Penalty: 2632.453857
	Iteration 30Q: 3 clusters Score -407950.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -407950.406250 Penalty: 2632.453857
	Iteration 31Q: 3 clusters Score -407950.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -407950.812500 Penalty: 2632.453857
	Iteration 32Q: 3 clusters Score -407950.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -407951.031250 Penalty: 2632.453857
	Iteration 33Q: 3 clusters Score -407951 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -407951.031250 Penalty: 2632.453857
	Iteration 34F: 3 clusters Score -407951 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 9389 members 
Mstep: Class 3 contains 99433 members 
Mstep: Class 4 contains 11673 members 
Mstep: Class 5 contains 2289 members 
Mstep: Class 6 contains 35379 members 
Mstep: Class 7 contains 18834 members 
Mstep: Class 8 contains 7948 members 
Mstep: Class 9 contains 18448 members 
Mstep: Class 10 contains 25112 members 
Mstep: Class 11 contains 5927 members 
Mstep: Class 12 contains 3302 members 
Mstep: Class 13 contains 18782 members 
Mstep: Class 14 contains 38247 members 
Mstep: Class 15 contains 49406 members 
Mstep: Class 16 contains 4129 members 
Mstep: Class 17 contains 6545 members 
Mstep: Class 18 contains 51279 members 
Mstep: Class 19 contains 2187 members 
Mstep: Class 20 contains 2584 members 
Mstep: Class 21 contains 858 members 
Mstep: Class 22 contains 2055 members 
Mstep: Class 23 contains 46276 members 
Mstep: Class 24 contains 31453 members 
Mstep: Class 25 contains 12629 members 
Mstep: Class 26 contains 8371 members 
Mstep: Class 27 contains 8724 members 
Mstep: Class 28 contains 2366 members 
Mstep: Class 29 contains 23498 members 
Mstep: Class 30 contains 51737 members 
Mstep: Class 31 contains 5351 members 
Mstep: Class 32 contains 34005 members 
Mstep: Class 33 contains 12269 members 
Mstep: Class 34 contains 16695 members 
Mstep: Class 35 contains 149875 members 
Mstep: Class 36 contains 1820 members 
Mstep: Class 37 contains 1239 members 
Entering Unmasked Estep 
Score: -100280296.000000 Penalty: 81877.195312
Splitting cluster 22 changes total score from -100280720.000000 to -100280296.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 23 (46276 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46276 members 
Entering Unmasked Estep 
Score: -5949228.000000 Penalty: 1745.636597
	Iteration 0F: 2 clusters Score -5949228 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23145 members 
Mstep: Class 2 contains 23131 members 
Entering Unmasked Estep 
Score: -5918157.000000 Penalty: 3491.273193
	Iteration 0F: 3 clusters Score -5918157 nChanged 21567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23178 members 
Mstep: Class 2 contains 23098 members 
Entering Unmasked Estep 
Score: -5930667.000000 Penalty: 3491.273193
	Iteration 1F: 3 clusters Score -5930667 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23061 members 
Mstep: Class 2 contains 23215 members 
Entering Unmasked Estep 
Score: -5931108.000000 Penalty: 3491.273193
	Iteration 2Q: 3 clusters Score -5931108 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22951 members 
Mstep: Class 2 contains 23325 members 
Entering Unmasked Estep 
Score: -5931566.000000 Penalty: 3491.273193
	Iteration 3Q: 3 clusters Score -5931566 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22804 members 
Mstep: Class 2 contains 23472 members 
Entering Unmasked Estep 
Score: -5932033.000000 Penalty: 3491.273193
	Iteration 4Q: 3 clusters Score -5932033 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22608 members 
Mstep: Class 2 contains 23668 members 
Entering Unmasked Estep 
Score: -5932555.500000 Penalty: 3491.273193
	Iteration 5Q: 3 clusters Score -5932556 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22355 members 
Mstep: Class 2 contains 23921 members 
Entering Unmasked Estep 
Score: -5933222.500000 Penalty: 3491.273193
	Iteration 6Q: 3 clusters Score -5933222 nChanged 1963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22016 members 
Mstep: Class 2 contains 24260 members 
Entering Unmasked Estep 
Score: -5934055.000000 Penalty: 3491.273193
	Iteration 7Q: 3 clusters Score -5934055 nChanged 2214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21694 members 
Mstep: Class 2 contains 24582 members 
Entering Unmasked Estep 
Score: -5935306.500000 Penalty: 3491.273193
	Iteration 8Q: 3 clusters Score -5935306 nChanged 2476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21378 members 
Mstep: Class 2 contains 24898 members 
Entering Unmasked Estep 
Score: -5936915.500000 Penalty: 3491.273193
	Iteration 9F: 3 clusters Score -5936916 nChanged 2455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21093 members 
Mstep: Class 2 contains 25183 members 
Entering Unmasked Estep 
Score: -5938481.500000 Penalty: 3491.273193
	Iteration 10F: 3 clusters Score -5938482 nChanged 2059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20900 members 
Mstep: Class 2 contains 25376 members 
Entering Unmasked Estep 
Score: -5939481.500000 Penalty: 3491.273193
	Iteration 11Q: 3 clusters Score -5939482 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20675 members 
Mstep: Class 2 contains 25601 members 
Entering Unmasked Estep 
Score: -5939936.000000 Penalty: 3491.273193
	Iteration 12Q: 3 clusters Score -5939936 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20417 members 
Mstep: Class 2 contains 25859 members 
Entering Unmasked Estep 
Score: -5940152.500000 Penalty: 3491.273193
	Iteration 13Q: 3 clusters Score -5940152 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20152 members 
Mstep: Class 2 contains 26124 members 
Entering Unmasked Estep 
Score: -5940323.500000 Penalty: 3491.273193
	Iteration 14Q: 3 clusters Score -5940324 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19876 members 
Mstep: Class 2 contains 26400 members 
Entering Unmasked Estep 
Score: -5940453.500000 Penalty: 3491.273193
	Iteration 15Q: 3 clusters Score -5940454 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19555 members 
Mstep: Class 2 contains 26721 members 
Entering Unmasked Estep 
Score: -5940581.000000 Penalty: 3491.273193
	Iteration 16Q: 3 clusters Score -5940581 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19210 members 
Mstep: Class 2 contains 27066 members 
Entering Unmasked Estep 
Score: -5940792.500000 Penalty: 3491.273193
	Iteration 17Q: 3 clusters Score -5940792 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18837 members 
Mstep: Class 2 contains 27439 members 
Entering Unmasked Estep 
Score: -5940961.000000 Penalty: 3491.273193
	Iteration 18Q: 3 clusters Score -5940961 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18440 members 
Mstep: Class 2 contains 27836 members 
Entering Unmasked Estep 
Score: -5941202.500000 Penalty: 3491.273193
	Iteration 19Q: 3 clusters Score -5941202 nChanged 733
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18011 members 
Mstep: Class 2 contains 28265 members 
Entering Unmasked Estep 
Score: -5941416.500000 Penalty: 3491.273193
	Iteration 20F: 3 clusters Score -5941416 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17522 members 
Mstep: Class 2 contains 28754 members 
Entering Unmasked Estep 
Score: -5941741.500000 Penalty: 3491.273193
	Iteration 21Q: 3 clusters Score -5941742 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16973 members 
Mstep: Class 2 contains 29303 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -5942118 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16383 members 
Mstep: Class 2 contains 29893 members 
Entering Unmasked Estep 
Score: -5942553.500000 Penalty: 3491.273193
	Iteration 23Q: 3 clusters Score -5942554 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15810 members 
Mstep: Class 2 contains 30466 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -5942980 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15256 members 
Mstep: Class 2 contains 31020 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -5943479 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14694 members 
Mstep: Class 2 contains 31582 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -5943963 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14168 members 
Mstep: Class 2 contains 32108 members 
Entering Unmasked Estep 
Score: -5944476.500000 Penalty: 3491.273193
	Iteration 27Q: 3 clusters Score -5944476 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13711 members 
Mstep: Class 2 contains 32565 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -5944948 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13336 members 
Mstep: Class 2 contains 32940 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -5945376 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13024 members 
Mstep: Class 2 contains 33252 members 
Entering Unmasked Estep 
Score: -5945729.000000 Penalty: 3491.273193
	Iteration 30Q: 3 clusters Score -5945729 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12752 members 
Mstep: Class 2 contains 33524 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -5945998 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12447 members 
Mstep: Class 2 contains 33829 members 
Entering Unmasked Estep 
Score: -5946243.500000 Penalty: 3491.273193
	Iteration 32Q: 3 clusters Score -5946244 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12169 members 
Mstep: Class 2 contains 34107 members 
Entering Unmasked Estep 
Score: -5946450.000000 Penalty: 3491.273193
	Iteration 33Q: 3 clusters Score -5946450 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11943 members 
Mstep: Class 2 contains 34333 members 
Entering Unmasked Estep 
Score: -5946655.500000 Penalty: 3491.273193
	Iteration 34Q: 3 clusters Score -5946656 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11741 members 
Mstep: Class 2 contains 34535 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -5946776 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11545 members 
Mstep: Class 2 contains 34731 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -5946848 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11373 members 
Mstep: Class 2 contains 34903 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -5946896 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11206 members 
Mstep: Class 2 contains 35070 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -5946932 nChanged 143
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11083 members 
Mstep: Class 2 contains 35193 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -5946962 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10997 members 
Mstep: Class 2 contains 35279 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -5947029 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10926 members 
Mstep: Class 2 contains 35350 members 
Entering Unmasked Estep 
Score: -5947042.000000 Penalty: 3491.273193
	Iteration 41Q: 3 clusters Score -5947042 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10860 members 
Mstep: Class 2 contains 35416 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -5947038 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10802 members 
Mstep: Class 2 contains 35474 members 
Entering Unmasked Estep 
Score: -5947052.500000 Penalty: 3491.273193
	Iteration 43Q: 3 clusters Score -5947052 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10743 members 
Mstep: Class 2 contains 35533 members 
Entering Unmasked Estep 
Score: -5947047.500000 Penalty: 3491.273193
	Iteration 44Q: 3 clusters Score -5947048 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10690 members 
Mstep: Class 2 contains 35586 members 
Entering Unmasked Estep 
Score: -5947060.500000 Penalty: 3491.273193
	Iteration 45Q: 3 clusters Score -5947060 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10637 members 
Mstep: Class 2 contains 35639 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -5947080 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10582 members 
Mstep: Class 2 contains 35694 members 
Entering Unmasked Estep 
Score: -5947084.500000 Penalty: 3491.273193
	Iteration 47Q: 3 clusters Score -5947084 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10540 members 
Mstep: Class 2 contains 35736 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -5947078 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10504 members 
Mstep: Class 2 contains 35772 members 
Entering Unmasked Estep 
Score: -5947087.000000 Penalty: 3491.273193
	Iteration 49Q: 3 clusters Score -5947087 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10451 members 
Mstep: Class 2 contains 35825 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -5947086 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10405 members 
Mstep: Class 2 contains 35871 members 
Entering Unmasked Estep 
Score: -5947078.000000 Penalty: 3491.273193
	Iteration 51Q: 3 clusters Score -5947078 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10360 members 
Mstep: Class 2 contains 35916 members 
Entering Unmasked Estep 
Score: -5947081.000000 Penalty: 3491.273193
	Iteration 52Q: 3 clusters Score -5947081 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10310 members 
Mstep: Class 2 contains 35966 members 
Entering Unmasked Estep 
Score: -5947088.000000 Penalty: 3491.273193
	Iteration 53Q: 3 clusters Score -5947088 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10263 members 
Mstep: Class 2 contains 36013 members 
Entering Unmasked Estep 
Score: -5947099.500000 Penalty: 3491.273193
	Iteration 54Q: 3 clusters Score -5947100 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10227 members 
Mstep: Class 2 contains 36049 members 
Entering Unmasked Estep 
Score: -5947101.500000 Penalty: 3491.273193
	Iteration 55Q: 3 clusters Score -5947102 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10193 members 
Mstep: Class 2 contains 36083 members 
Entering Unmasked Estep 
Score: -5947097.000000 Penalty: 3491.273193
	Iteration 56Q: 3 clusters Score -5947097 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10160 members 
Mstep: Class 2 contains 36116 members 
Entering Unmasked Estep 
Score: -5947104.500000 Penalty: 3491.273193
	Iteration 57Q: 3 clusters Score -5947104 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10133 members 
Mstep: Class 2 contains 36143 members 
Entering Unmasked Estep 
Score: -5947102.500000 Penalty: 3491.273193
	Iteration 58Q: 3 clusters Score -5947102 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10116 members 
Mstep: Class 2 contains 36160 members 
Entering Unmasked Estep 
Score: -5947104.000000 Penalty: 3491.273193
	Iteration 59Q: 3 clusters Score -5947104 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10096 members 
Mstep: Class 2 contains 36180 members 
Entering Unmasked Estep 
Score: -5947114.000000 Penalty: 3491.273193
	Iteration 60F: 3 clusters Score -5947114 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10084 members 
Mstep: Class 2 contains 36192 members 
Entering Unmasked Estep 
Score: -5947110.500000 Penalty: 3491.273193
	Iteration 61Q: 3 clusters Score -5947110 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10065 members 
Mstep: Class 2 contains 36211 members 
Entering Unmasked Estep 
Score: -5947111.500000 Penalty: 3491.273193
	Iteration 62Q: 3 clusters Score -5947112 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10046 members 
Mstep: Class 2 contains 36230 members 
Entering Unmasked Estep 
Score: -5947124.000000 Penalty: 3491.273193
	Iteration 63Q: 3 clusters Score -5947124 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10029 members 
Mstep: Class 2 contains 36247 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -5947124 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10013 members 
Mstep: Class 2 contains 36263 members 
Entering Unmasked Estep 
Score: -5947121.500000 Penalty: 3491.273193
	Iteration 65Q: 3 clusters Score -5947122 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10001 members 
Mstep: Class 2 contains 36275 members 
Entering Unmasked Estep 
Score: -5947132.500000 Penalty: 3491.273193
	Iteration 66Q: 3 clusters Score -5947132 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9984 members 
Mstep: Class 2 contains 36292 members 
Entering Unmasked Estep 
Score: -5947140.500000 Penalty: 3491.273193
	Iteration 67Q: 3 clusters Score -5947140 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9967 members 
Mstep: Class 2 contains 36309 members 
Entering Unmasked Estep 
Score: -5947136.000000 Penalty: 3491.273193
	Iteration 68Q: 3 clusters Score -5947136 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9957 members 
Mstep: Class 2 contains 36319 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -5947139 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9946 members 
Mstep: Class 2 contains 36330 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -5947132 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9938 members 
Mstep: Class 2 contains 36338 members 
Entering Unmasked Estep 
Score: -5947134.500000 Penalty: 3491.273193
	Iteration 71Q: 3 clusters Score -5947134 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9930 members 
Mstep: Class 2 contains 36346 members 
Entering Unmasked Estep 
Score: -5947138.500000 Penalty: 3491.273193
	Iteration 72Q: 3 clusters Score -5947138 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9918 members 
Mstep: Class 2 contains 36358 members 
Entering Unmasked Estep 
Score: -5947135.500000 Penalty: 3491.273193
	Iteration 73Q: 3 clusters Score -5947136 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9906 members 
Mstep: Class 2 contains 36370 members 
Entering Unmasked Estep 
Score: -5947133.500000 Penalty: 3491.273193
	Iteration 74Q: 3 clusters Score -5947134 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9896 members 
Mstep: Class 2 contains 36380 members 
Entering Unmasked Estep 
Score: -5947130.000000 Penalty: 3491.273193
	Iteration 75Q: 3 clusters Score -5947130 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9881 members 
Mstep: Class 2 contains 36395 members 
Entering Unmasked Estep 
Score: -5947122.000000 Penalty: 3491.273193
	Iteration 76Q: 3 clusters Score -5947122 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9864 members 
Mstep: Class 2 contains 36412 members 
Entering Unmasked Estep 
Score: -5947126.000000 Penalty: 3491.273193
	Iteration 77Q: 3 clusters Score -5947126 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9843 members 
Mstep: Class 2 contains 36433 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -5947132 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9823 members 
Mstep: Class 2 contains 36453 members 
Entering Unmasked Estep 
Score: -5947127.500000 Penalty: 3491.273193
	Iteration 79Q: 3 clusters Score -5947128 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9805 members 
Mstep: Class 2 contains 36471 members 
Entering Unmasked Estep 
Score: -5947131.500000 Penalty: 3491.273193
	Iteration 80F: 3 clusters Score -5947132 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9790 members 
Mstep: Class 2 contains 36486 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -5947132 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9776 members 
Mstep: Class 2 contains 36500 members 
Entering Unmasked Estep 
Score: -5947129.500000 Penalty: 3491.273193
	Iteration 82Q: 3 clusters Score -5947130 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9768 members 
Mstep: Class 2 contains 36508 members 
Entering Unmasked Estep 
Score: -5947136.000000 Penalty: 3491.273193
	Iteration 83Q: 3 clusters Score -5947136 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9760 members 
Mstep: Class 2 contains 36516 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -5947130 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9752 members 
Mstep: Class 2 contains 36524 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -5947129 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9746 members 
Mstep: Class 2 contains 36530 members 
Entering Unmasked Estep 
Score: -5947124.500000 Penalty: 3491.273193
	Iteration 86Q: 3 clusters Score -5947124 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9735 members 
Mstep: Class 2 contains 36541 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -5947130 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9720 members 
Mstep: Class 2 contains 36556 members 
Entering Unmasked Estep 
Score: -5947126.000000 Penalty: 3491.273193
	Iteration 88Q: 3 clusters Score -5947126 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9714 members 
Mstep: Class 2 contains 36562 members 
Entering Unmasked Estep 
Score: -5947131.500000 Penalty: 3491.273193
	Iteration 89Q: 3 clusters Score -5947132 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9710 members 
Mstep: Class 2 contains 36566 members 
Entering Unmasked Estep 
Score: -5947135.500000 Penalty: 3491.273193
	Iteration 90Q: 3 clusters Score -5947136 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9709 members 
Mstep: Class 2 contains 36567 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -5947132 nChanged 0
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9709 members 
Mstep: Class 2 contains 36567 members 
Entering Unmasked Estep 
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	Iteration 92F: 3 clusters Score -5947132 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (31453 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31453 members 
Entering Unmasked Estep 
Score: -3959062.750000 Penalty: 1682.890625
	Iteration 0F: 2 clusters Score -3959063 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15684 members 
Mstep: Class 2 contains 15769 members 
Entering Unmasked Estep 
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	Iteration 0F: 3 clusters Score -3937880 nChanged 14568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15242 members 
Mstep: Class 2 contains 16211 members 
Entering Unmasked Estep 
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	Iteration 1F: 3 clusters Score -3946039 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14994 members 
Mstep: Class 2 contains 16459 members 
Entering Unmasked Estep 
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	Iteration 2Q: 3 clusters Score -3946549 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14626 members 
Mstep: Class 2 contains 16827 members 
Entering Unmasked Estep 
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	Iteration 3Q: 3 clusters Score -3947198 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14174 members 
Mstep: Class 2 contains 17279 members 
Entering Unmasked Estep 
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	Iteration 4Q: 3 clusters Score -3947977 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13631 members 
Mstep: Class 2 contains 17822 members 
Entering Unmasked Estep 
Score: -3949049.500000 Penalty: 3365.781250
	Iteration 5F: 3 clusters Score -3949050 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13074 members 
Mstep: Class 2 contains 18379 members 
Entering Unmasked Estep 
Score: -3950304.500000 Penalty: 3365.781250
	Iteration 6F: 3 clusters Score -3950304 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12605 members 
Mstep: Class 2 contains 18848 members 
Entering Unmasked Estep 
Score: -3951675.500000 Penalty: 3365.781250
	Iteration 7F: 3 clusters Score -3951676 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12241 members 
Mstep: Class 2 contains 19212 members 
Entering Unmasked Estep 
Score: -3953031.250000 Penalty: 3365.781250
	Iteration 8F: 3 clusters Score -3953031 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12122 members 
Mstep: Class 2 contains 19331 members 
Entering Unmasked Estep 
Score: -3954316.500000 Penalty: 3365.781250
	Iteration 9F: 3 clusters Score -3954316 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12110 members 
Mstep: Class 2 contains 19343 members 
Entering Unmasked Estep 
Score: -3955451.250000 Penalty: 3365.781250
	Iteration 10F: 3 clusters Score -3955451 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12243 members 
Mstep: Class 2 contains 19210 members 
Entering Unmasked Estep 
Score: -3956389.500000 Penalty: 3365.781250
	Iteration 11Q: 3 clusters Score -3956390 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12378 members 
Mstep: Class 2 contains 19075 members 
Entering Unmasked Estep 
Score: -3957261.500000 Penalty: 3365.781250
	Iteration 12Q: 3 clusters Score -3957262 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12474 members 
Mstep: Class 2 contains 18979 members 
Entering Unmasked Estep 
Score: -3957962.500000 Penalty: 3365.781250
	Iteration 13Q: 3 clusters Score -3957962 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12551 members 
Mstep: Class 2 contains 18902 members 
Entering Unmasked Estep 
Score: -3958484.250000 Penalty: 3365.781250
	Iteration 14Q: 3 clusters Score -3958484 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12599 members 
Mstep: Class 2 contains 18854 members 
Entering Unmasked Estep 
Score: -3958814.750000 Penalty: 3365.781250
	Iteration 15Q: 3 clusters Score -3958815 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12673 members 
Mstep: Class 2 contains 18780 members 
Entering Unmasked Estep 
Score: -3959018.250000 Penalty: 3365.781250
	Iteration 16Q: 3 clusters Score -3959018 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12727 members 
Mstep: Class 2 contains 18726 members 
Entering Unmasked Estep 
Score: -3959137.250000 Penalty: 3365.781250
	Iteration 17Q: 3 clusters Score -3959137 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12777 members 
Mstep: Class 2 contains 18676 members 
Entering Unmasked Estep 
Score: -3959196.250000 Penalty: 3365.781250
	Iteration 18Q: 3 clusters Score -3959196 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12826 members 
Mstep: Class 2 contains 18627 members 
Entering Unmasked Estep 
Score: -3959233.250000 Penalty: 3365.781250
	Iteration 19Q: 3 clusters Score -3959233 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12859 members 
Mstep: Class 2 contains 18594 members 
Entering Unmasked Estep 
Score: -3959246.000000 Penalty: 3365.781250
	Iteration 20F: 3 clusters Score -3959246 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12884 members 
Mstep: Class 2 contains 18569 members 
Entering Unmasked Estep 
Score: -3959260.000000 Penalty: 3365.781250
	Iteration 21Q: 3 clusters Score -3959260 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12902 members 
Mstep: Class 2 contains 18551 members 
Entering Unmasked Estep 
Score: -3959273.500000 Penalty: 3365.781250
	Iteration 22Q: 3 clusters Score -3959274 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12909 members 
Mstep: Class 2 contains 18544 members 
Entering Unmasked Estep 
Score: -3959278.250000 Penalty: 3365.781250
	Iteration 23Q: 3 clusters Score -3959278 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12901 members 
Mstep: Class 2 contains 18552 members 
Entering Unmasked Estep 
Score: -3959275.500000 Penalty: 3365.781250
	Iteration 24Q: 3 clusters Score -3959276 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12907 members 
Mstep: Class 2 contains 18546 members 
Entering Unmasked Estep 
Score: -3959288.250000 Penalty: 3365.781250
	Iteration 25Q: 3 clusters Score -3959288 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12910 members 
Mstep: Class 2 contains 18543 members 
Entering Unmasked Estep 
Score: -3959293.500000 Penalty: 3365.781250
	Iteration 26Q: 3 clusters Score -3959294 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12917 members 
Mstep: Class 2 contains 18536 members 
Entering Unmasked Estep 
Score: -3959291.500000 Penalty: 3365.781250
	Iteration 27Q: 3 clusters Score -3959292 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12921 members 
Mstep: Class 2 contains 18532 members 
Entering Unmasked Estep 
Score: -3959282.250000 Penalty: 3365.781250
	Iteration 28Q: 3 clusters Score -3959282 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12920 members 
Mstep: Class 2 contains 18533 members 
Entering Unmasked Estep 
Score: -3959285.000000 Penalty: 3365.781250
	Iteration 29Q: 3 clusters Score -3959285 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12913 members 
Mstep: Class 2 contains 18540 members 
Entering Unmasked Estep 
Score: -3959289.250000 Penalty: 3365.781250
	Iteration 30Q: 3 clusters Score -3959289 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12907 members 
Mstep: Class 2 contains 18546 members 
Entering Unmasked Estep 
Score: -3959294.750000 Penalty: 3365.781250
	Iteration 31Q: 3 clusters Score -3959295 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12903 members 
Mstep: Class 2 contains 18550 members 
Entering Unmasked Estep 
Score: -3959291.250000 Penalty: 3365.781250
	Iteration 32Q: 3 clusters Score -3959291 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12904 members 
Mstep: Class 2 contains 18549 members 
Entering Unmasked Estep 
Score: -3959296.250000 Penalty: 3365.781250
	Iteration 33Q: 3 clusters Score -3959296 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12907 members 
Mstep: Class 2 contains 18546 members 
Entering Unmasked Estep 
Score: -3959293.750000 Penalty: 3365.781250
	Iteration 34Q: 3 clusters Score -3959294 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12908 members 
Mstep: Class 2 contains 18545 members 
Entering Unmasked Estep 
Score: -3959295.250000 Penalty: 3365.781250
	Iteration 35Q: 3 clusters Score -3959295 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12909 members 
Mstep: Class 2 contains 18544 members 
Entering Unmasked Estep 
Score: -3959292.750000 Penalty: 3365.781250
	Iteration 36Q: 3 clusters Score -3959293 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12912 members 
Mstep: Class 2 contains 18541 members 
Entering Unmasked Estep 
Score: -3959287.250000 Penalty: 3365.781250
	Iteration 37Q: 3 clusters Score -3959287 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12912 members 
Mstep: Class 2 contains 18541 members 
Entering Unmasked Estep 
Score: -3959289.500000 Penalty: 3365.781250
	Iteration 38Q: 3 clusters Score -3959290 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12914 members 
Mstep: Class 2 contains 18539 members 
Entering Unmasked Estep 
Score: -3959296.750000 Penalty: 3365.781250
	Iteration 39Q: 3 clusters Score -3959297 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12914 members 
Mstep: Class 2 contains 18539 members 
Entering Unmasked Estep 
Score: -3959296.500000 Penalty: 3365.781250
	Iteration 40F: 3 clusters Score -3959296 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12914 members 
Mstep: Class 2 contains 18539 members 
Entering Unmasked Estep 
Score: -3959296.000000 Penalty: 3365.781250
	Iteration 41Q: 3 clusters Score -3959296 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12913 members 
Mstep: Class 2 contains 18540 members 
Entering Unmasked Estep 
Score: -3959300.500000 Penalty: 3365.781250
	Iteration 42Q: 3 clusters Score -3959300 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12912 members 
Mstep: Class 2 contains 18541 members 
Entering Unmasked Estep 
Score: -3959300.500000 Penalty: 3365.781250
	Iteration 43Q: 3 clusters Score -3959300 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12911 members 
Mstep: Class 2 contains 18542 members 
Entering Unmasked Estep 
Score: -3959297.750000 Penalty: 3365.781250
	Iteration 44Q: 3 clusters Score -3959298 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12910 members 
Mstep: Class 2 contains 18543 members 
Entering Unmasked Estep 
Score: -3959300.250000 Penalty: 3365.781250
	Iteration 45Q: 3 clusters Score -3959300 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12910 members 
Mstep: Class 2 contains 18543 members 
Entering Unmasked Estep 
Score: -3959300.250000 Penalty: 3365.781250
	Iteration 46F: 3 clusters Score -3959300 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 9389 members 
Mstep: Class 3 contains 99433 members 
Mstep: Class 4 contains 11673 members 
Mstep: Class 5 contains 2289 members 
Mstep: Class 6 contains 35379 members 
Mstep: Class 7 contains 18834 members 
Mstep: Class 8 contains 7948 members 
Mstep: Class 9 contains 18448 members 
Mstep: Class 10 contains 25112 members 
Mstep: Class 11 contains 5927 members 
Mstep: Class 12 contains 3302 members 
Mstep: Class 13 contains 18782 members 
Mstep: Class 14 contains 38247 members 
Mstep: Class 15 contains 49406 members 
Mstep: Class 16 contains 4129 members 
Mstep: Class 17 contains 6545 members 
Mstep: Class 18 contains 51279 members 
Mstep: Class 19 contains 2187 members 
Mstep: Class 20 contains 2584 members 
Mstep: Class 21 contains 858 members 
Mstep: Class 22 contains 3294 members 
Mstep: Class 23 contains 46276 members 
Mstep: Class 24 contains 12910 members 
Mstep: Class 25 contains 12629 members 
Mstep: Class 26 contains 8371 members 
Mstep: Class 27 contains 8724 members 
Mstep: Class 28 contains 2366 members 
Mstep: Class 29 contains 23498 members 
Mstep: Class 30 contains 51737 members 
Mstep: Class 31 contains 5351 members 
Mstep: Class 32 contains 34005 members 
Mstep: Class 33 contains 12269 members 
Mstep: Class 34 contains 16695 members 
Mstep: Class 35 contains 149875 members 
Mstep: Class 36 contains 1820 members 
Mstep: Class 37 contains 18543 members 
Entering Unmasked Estep 
Score: -100280896.000000 Penalty: 81877.195312
Splitting cluster 24 changes total score from -100280720.000000 to -100280896.000000
So it's getting split into cluster 37.
Entering ConstructFrom: 
Trying to split cluster 25 (12629 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12629 members 
Entering Unmasked Estep 
Score: -1609868.875000 Penalty: 1534.609619
	Iteration 0F: 2 clusters Score -1609869 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6399 members 
Mstep: Class 2 contains 6230 members 
Entering Unmasked Estep 
Score: -1601069.000000 Penalty: 3069.219238
	Iteration 0F: 3 clusters Score -1601069 nChanged 5511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6762 members 
Mstep: Class 2 contains 5867 members 
Entering Unmasked Estep 
Score: -1604118.875000 Penalty: 3069.219238
	Iteration 1F: 3 clusters Score -1604119 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6998 members 
Mstep: Class 2 contains 5631 members 
Entering Unmasked Estep 
Score: -1604475.750000 Penalty: 3069.219238
	Iteration 2F: 3 clusters Score -1604476 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7339 members 
Mstep: Class 2 contains 5290 members 
Entering Unmasked Estep 
Score: -1604806.375000 Penalty: 3069.219238
	Iteration 3F: 3 clusters Score -1604806 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7782 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -1605120.625000 Penalty: 3069.219238
	Iteration 4F: 3 clusters Score -1605121 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8286 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -1605439.000000 Penalty: 3069.219238
	Iteration 5Q: 3 clusters Score -1605439 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8895 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -1605839.000000 Penalty: 3069.219238
	Iteration 6F: 3 clusters Score -1605839 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9560 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -1606292.875000 Penalty: 3069.219238
	Iteration 7F: 3 clusters Score -1606293 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10213 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -1606760.500000 Penalty: 3069.219238
	Iteration 8F: 3 clusters Score -1606760 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10787 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -1607197.250000 Penalty: 3069.219238
	Iteration 9Q: 3 clusters Score -1607197 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11302 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -1607607.875000 Penalty: 3069.219238
	Iteration 10Q: 3 clusters Score -1607608 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11682 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -1607936.250000 Penalty: 3069.219238
	Iteration 11Q: 3 clusters Score -1607936 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11927 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -1608156.375000 Penalty: 3069.219238
	Iteration 12Q: 3 clusters Score -1608156 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12087 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -1608299.500000 Penalty: 3069.219238
	Iteration 13Q: 3 clusters Score -1608300 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12170 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -1608395.500000 Penalty: 3069.219238
	Iteration 14Q: 3 clusters Score -1608396 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12222 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -1608458.500000 Penalty: 3069.219238
	Iteration 15Q: 3 clusters Score -1608458 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12258 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -1608516.250000 Penalty: 3069.219238
	Iteration 16Q: 3 clusters Score -1608516 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12284 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -1608545.250000 Penalty: 3069.219238
	Iteration 17Q: 3 clusters Score -1608545 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12301 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -1608567.750000 Penalty: 3069.219238
	Iteration 18Q: 3 clusters Score -1608568 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12311 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -1608579.125000 Penalty: 3069.219238
	Iteration 19Q: 3 clusters Score -1608579 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12317 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -1608582.750000 Penalty: 3069.219238
	Iteration 20F: 3 clusters Score -1608583 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12318 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -1608585.125000 Penalty: 3069.219238
	Iteration 21Q: 3 clusters Score -1608585 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12320 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -1608585.125000 Penalty: 3069.219238
	Iteration 22Q: 3 clusters Score -1608585 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12321 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -1608589.125000 Penalty: 3069.219238
	Iteration 23Q: 3 clusters Score -1608589 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12322 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -1608594.250000 Penalty: 3069.219238
	Iteration 24Q: 3 clusters Score -1608594 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12323 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -1608596.625000 Penalty: 3069.219238
	Iteration 25Q: 3 clusters Score -1608597 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12327 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -1608598.750000 Penalty: 3069.219238
	Iteration 26Q: 3 clusters Score -1608599 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12328 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -1608603.375000 Penalty: 3069.219238
	Iteration 27Q: 3 clusters Score -1608603 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12329 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -1608605.000000 Penalty: 3069.219238
	Iteration 28Q: 3 clusters Score -1608605 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12329 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -1608605.000000 Penalty: 3069.219238
	Iteration 29F: 3 clusters Score -1608605 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (8371 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8371 members 
Entering Unmasked Estep 
Score: -1052247.125000 Penalty: 1467.785889
	Iteration 0F: 2 clusters Score -1052247 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -1046121.750000 Penalty: 2935.571777
	Iteration 0F: 3 clusters Score -1046122 nChanged 3563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -1048112.687500 Penalty: 2935.571777
	Iteration 1F: 3 clusters Score -1048113 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -1048558.875000 Penalty: 2935.571777
	Iteration 2F: 3 clusters Score -1048559 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -1049182.250000 Penalty: 2935.571777
	Iteration 3F: 3 clusters Score -1049182 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -1050071.500000 Penalty: 2935.571777
	Iteration 4F: 3 clusters Score -1050072 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 5505 members 
Entering Unmasked Estep 
Score: -1051495.125000 Penalty: 2935.571777
	Iteration 5F: 3 clusters Score -1051495 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 5628 members 
Entering Unmasked Estep 
Score: -1053643.125000 Penalty: 2935.571777
	Iteration 6F: 3 clusters Score -1053643 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 5707 members 
Entering Unmasked Estep 
Score: -1054678.750000 Penalty: 2935.571777
	Iteration 7F: 3 clusters Score -1054679 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 5756 members 
Entering Unmasked Estep 
Score: -1054898.875000 Penalty: 2935.571777
	Iteration 8Q: 3 clusters Score -1054899 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 5803 members 
Entering Unmasked Estep 
Score: -1054970.375000 Penalty: 2935.571777
	Iteration 9Q: 3 clusters Score -1054970 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 5862 members 
Entering Unmasked Estep 
Score: -1055010.125000 Penalty: 2935.571777
	Iteration 10Q: 3 clusters Score -1055010 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 5926 members 
Entering Unmasked Estep 
Score: -1055046.250000 Penalty: 2935.571777
	Iteration 11Q: 3 clusters Score -1055046 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 5965 members 
Entering Unmasked Estep 
Score: -1055062.250000 Penalty: 2935.571777
	Iteration 12Q: 3 clusters Score -1055062 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 5995 members 
Entering Unmasked Estep 
Score: -1055073.000000 Penalty: 2935.571777
	Iteration 13Q: 3 clusters Score -1055073 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 6031 members 
Entering Unmasked Estep 
Score: -1055089.875000 Penalty: 2935.571777
	Iteration 14Q: 3 clusters Score -1055090 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 6058 members 
Entering Unmasked Estep 
Score: -1055096.750000 Penalty: 2935.571777
	Iteration 15Q: 3 clusters Score -1055097 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 6078 members 
Entering Unmasked Estep 
Score: -1055107.250000 Penalty: 2935.571777
	Iteration 16Q: 3 clusters Score -1055107 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 6094 members 
Entering Unmasked Estep 
Score: -1055110.875000 Penalty: 2935.571777
	Iteration 17Q: 3 clusters Score -1055111 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 6104 members 
Entering Unmasked Estep 
Score: -1055113.125000 Penalty: 2935.571777
	Iteration 18Q: 3 clusters Score -1055113 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 6118 members 
Entering Unmasked Estep 
Score: -1055117.625000 Penalty: 2935.571777
	Iteration 19Q: 3 clusters Score -1055118 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 6134 members 
Entering Unmasked Estep 
Score: -1055121.125000 Penalty: 2935.571777
	Iteration 20F: 3 clusters Score -1055121 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 6149 members 
Entering Unmasked Estep 
Score: -1055129.250000 Penalty: 2935.571777
	Iteration 21Q: 3 clusters Score -1055129 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 6166 members 
Entering Unmasked Estep 
Score: -1055133.250000 Penalty: 2935.571777
	Iteration 22Q: 3 clusters Score -1055133 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 6182 members 
Entering Unmasked Estep 
Score: -1055141.000000 Penalty: 2935.571777
	Iteration 23Q: 3 clusters Score -1055141 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 6199 members 
Entering Unmasked Estep 
Score: -1055149.625000 Penalty: 2935.571777
	Iteration 24Q: 3 clusters Score -1055150 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 6221 members 
Entering Unmasked Estep 
Score: -1055157.750000 Penalty: 2935.571777
	Iteration 25Q: 3 clusters Score -1055158 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 6247 members 
Entering Unmasked Estep 
Score: -1055173.250000 Penalty: 2935.571777
	Iteration 26Q: 3 clusters Score -1055173 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 6272 members 
Entering Unmasked Estep 
Score: -1055186.750000 Penalty: 2935.571777
	Iteration 27Q: 3 clusters Score -1055187 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 6299 members 
Entering Unmasked Estep 
Score: -1055200.500000 Penalty: 2935.571777
	Iteration 28Q: 3 clusters Score -1055200 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 6321 members 
Entering Unmasked Estep 
Score: -1055219.875000 Penalty: 2935.571777
	Iteration 29Q: 3 clusters Score -1055220 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 6358 members 
Entering Unmasked Estep 
Score: -1055252.125000 Penalty: 2935.571777
	Iteration 30Q: 3 clusters Score -1055252 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 6395 members 
Entering Unmasked Estep 
Score: -1055269.500000 Penalty: 2935.571777
	Iteration 31Q: 3 clusters Score -1055270 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 6424 members 
Entering Unmasked Estep 
Score: -1055280.750000 Penalty: 2935.571777
	Iteration 32Q: 3 clusters Score -1055281 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 6438 members 
Entering Unmasked Estep 
Score: -1055284.750000 Penalty: 2935.571777
	Iteration 33Q: 3 clusters Score -1055285 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 6445 members 
Entering Unmasked Estep 
Score: -1055284.750000 Penalty: 2935.571777
	Iteration 34Q: 3 clusters Score -1055285 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 6452 members 
Entering Unmasked Estep 
Score: -1055286.125000 Penalty: 2935.571777
	Iteration 35Q: 3 clusters Score -1055286 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 6455 members 
Entering Unmasked Estep 
Score: -1055289.000000 Penalty: 2935.571777
	Iteration 36Q: 3 clusters Score -1055289 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 6459 members 
Entering Unmasked Estep 
Score: -1055290.375000 Penalty: 2935.571777
	Iteration 37Q: 3 clusters Score -1055290 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 6461 members 
Entering Unmasked Estep 
Score: -1055289.125000 Penalty: 2935.571777
	Iteration 38Q: 3 clusters Score -1055289 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 6463 members 
Entering Unmasked Estep 
Score: -1055289.500000 Penalty: 2935.571777
	Iteration 39Q: 3 clusters Score -1055290 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 6466 members 
Entering Unmasked Estep 
Score: -1055289.375000 Penalty: 2935.571777
	Iteration 40F: 3 clusters Score -1055289 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 6470 members 
Entering Unmasked Estep 
Score: -1055292.000000 Penalty: 2935.571777
	Iteration 41Q: 3 clusters Score -1055292 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 6471 members 
Entering Unmasked Estep 
Score: -1055292.250000 Penalty: 2935.571777
	Iteration 42Q: 3 clusters Score -1055292 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 6471 members 
Entering Unmasked Estep 
Score: -1055292.250000 Penalty: 2935.571777
	Iteration 43F: 3 clusters Score -1055292 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 9389 members 
Mstep: Class 3 contains 99433 members 
Mstep: Class 4 contains 11673 members 
Mstep: Class 5 contains 2289 members 
Mstep: Class 6 contains 35379 members 
Mstep: Class 7 contains 18834 members 
Mstep: Class 8 contains 7948 members 
Mstep: Class 9 contains 18448 members 
Mstep: Class 10 contains 25112 members 
Mstep: Class 11 contains 5927 members 
Mstep: Class 12 contains 3302 members 
Mstep: Class 13 contains 18782 members 
Mstep: Class 14 contains 38247 members 
Mstep: Class 15 contains 49406 members 
Mstep: Class 16 contains 4129 members 
Mstep: Class 17 contains 6545 members 
Mstep: Class 18 contains 51279 members 
Mstep: Class 19 contains 2187 members 
Mstep: Class 20 contains 2584 members 
Mstep: Class 21 contains 858 members 
Mstep: Class 22 contains 3294 members 
Mstep: Class 23 contains 46276 members 
Mstep: Class 24 contains 12910 members 
Mstep: Class 25 contains 12629 members 
Mstep: Class 26 contains 1900 members 
Mstep: Class 27 contains 8724 members 
Mstep: Class 28 contains 2366 members 
Mstep: Class 29 contains 23498 members 
Mstep: Class 30 contains 51737 members 
Mstep: Class 31 contains 5351 members 
Mstep: Class 32 contains 34005 members 
Mstep: Class 33 contains 12269 members 
Mstep: Class 34 contains 16695 members 
Mstep: Class 35 contains 149875 members 
Mstep: Class 36 contains 1820 members 
Mstep: Class 37 contains 18543 members 
Mstep: Class 38 contains 6471 members 
Entering Unmasked Estep 
Score: -100283280.000000 Penalty: 84090.093750
Splitting cluster 26 changes total score from -100280720.000000 to -100283280.000000
So it's getting split into cluster 38.
Entering ConstructFrom: 
Trying to split cluster 27 (8724 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8724 members 
Entering Unmasked Estep 
Score: -1018952.125000 Penalty: 1474.497925
	Iteration 0F: 2 clusters Score -1018952 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -1012618.875000 Penalty: 2948.995850
	Iteration 0F: 3 clusters Score -1012619 nChanged 3759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -1014991.937500 Penalty: 2948.995850
	Iteration 1F: 3 clusters Score -1014992 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -1015484.625000 Penalty: 2948.995850
	Iteration 2F: 3 clusters Score -1015485 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -1015904.562500 Penalty: 2948.995850
	Iteration 3F: 3 clusters Score -1015905 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -1016257.375000 Penalty: 2948.995850
	Iteration 4F: 3 clusters Score -1016257 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -1016538.125000 Penalty: 2948.995850
	Iteration 5F: 3 clusters Score -1016538 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -1016777.187500 Penalty: 2948.995850
	Iteration 6Q: 3 clusters Score -1016777 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -1016997.000000 Penalty: 2948.995850
	Iteration 7Q: 3 clusters Score -1016997 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -1017200.562500 Penalty: 2948.995850
	Iteration 8Q: 3 clusters Score -1017201 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5071 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -1017377.875000 Penalty: 2948.995850
	Iteration 9Q: 3 clusters Score -1017378 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -1017530.000000 Penalty: 2948.995850
	Iteration 10Q: 3 clusters Score -1017530 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -1017680.187500 Penalty: 2948.995850
	Iteration 11Q: 3 clusters Score -1017680 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5519 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -1017824.500000 Penalty: 2948.995850
	Iteration 12Q: 3 clusters Score -1017824 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5651 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -1017934.125000 Penalty: 2948.995850
	Iteration 13Q: 3 clusters Score -1017934 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5778 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -1018014.187500 Penalty: 2948.995850
	Iteration 14Q: 3 clusters Score -1018014 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5874 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -1018057.562500 Penalty: 2948.995850
	Iteration 15Q: 3 clusters Score -1018058 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5952 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -1018090.625000 Penalty: 2948.995850
	Iteration 16Q: 3 clusters Score -1018091 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6025 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -1018119.062500 Penalty: 2948.995850
	Iteration 17Q: 3 clusters Score -1018119 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6072 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -1018132.500000 Penalty: 2948.995850
	Iteration 18Q: 3 clusters Score -1018132 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6109 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -1018141.125000 Penalty: 2948.995850
	Iteration 19Q: 3 clusters Score -1018141 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6139 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -1018148.812500 Penalty: 2948.995850
	Iteration 20F: 3 clusters Score -1018149 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6160 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -1018150.250000 Penalty: 2948.995850
	Iteration 21Q: 3 clusters Score -1018150 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6168 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -1018152.062500 Penalty: 2948.995850
	Iteration 22Q: 3 clusters Score -1018152 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6185 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -1018156.500000 Penalty: 2948.995850
	Iteration 23Q: 3 clusters Score -1018156 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6196 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -1018160.000000 Penalty: 2948.995850
	Iteration 24Q: 3 clusters Score -1018160 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6207 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -1018160.687500 Penalty: 2948.995850
	Iteration 25Q: 3 clusters Score -1018161 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6219 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -1018164.437500 Penalty: 2948.995850
	Iteration 26Q: 3 clusters Score -1018164 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6234 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -1018164.437500 Penalty: 2948.995850
	Iteration 27Q: 3 clusters Score -1018164 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6247 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -1018168.875000 Penalty: 2948.995850
	Iteration 28Q: 3 clusters Score -1018169 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6256 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -1018169.187500 Penalty: 2948.995850
	Iteration 29Q: 3 clusters Score -1018169 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6261 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -1018170.750000 Penalty: 2948.995850
	Iteration 30Q: 3 clusters Score -1018171 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6266 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -1018168.875000 Penalty: 2948.995850
	Iteration 31Q: 3 clusters Score -1018169 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6272 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -1018170.875000 Penalty: 2948.995850
	Iteration 32Q: 3 clusters Score -1018171 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6282 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -1018170.562500 Penalty: 2948.995850
	Iteration 33Q: 3 clusters Score -1018171 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6290 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -1018171.500000 Penalty: 2948.995850
	Iteration 34Q: 3 clusters Score -1018172 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6294 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -1018173.062500 Penalty: 2948.995850
	Iteration 35Q: 3 clusters Score -1018173 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6298 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -1018174.750000 Penalty: 2948.995850
	Iteration 36Q: 3 clusters Score -1018175 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6300 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -1018176.187500 Penalty: 2948.995850
	Iteration 37Q: 3 clusters Score -1018176 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6304 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -1018177.125000 Penalty: 2948.995850
	Iteration 38Q: 3 clusters Score -1018177 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6308 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -1018176.000000 Penalty: 2948.995850
	Iteration 39Q: 3 clusters Score -1018176 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6315 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -1018177.375000 Penalty: 2948.995850
	Iteration 40F: 3 clusters Score -1018177 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6317 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -1018178.000000 Penalty: 2948.995850
	Iteration 41Q: 3 clusters Score -1018178 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6321 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -1018178.750000 Penalty: 2948.995850
	Iteration 42Q: 3 clusters Score -1018179 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6328 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -1018180.312500 Penalty: 2948.995850
	Iteration 43Q: 3 clusters Score -1018180 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6334 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -1018181.062500 Penalty: 2948.995850
	Iteration 44Q: 3 clusters Score -1018181 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6337 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -1018181.500000 Penalty: 2948.995850
	Iteration 45Q: 3 clusters Score -1018182 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6340 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -1018182.437500 Penalty: 2948.995850
	Iteration 46Q: 3 clusters Score -1018182 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6343 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -1018182.812500 Penalty: 2948.995850
	Iteration 47Q: 3 clusters Score -1018183 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6343 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -1018182.812500 Penalty: 2948.995850
	Iteration 48F: 3 clusters Score -1018183 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (2366 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Entering Unmasked Estep 
Score: -287219.281250 Penalty: 1262.455322
	Iteration 0F: 2 clusters Score -287219.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -284889.062500 Penalty: 2524.910645
	Iteration 0F: 3 clusters Score -284889.1 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -285441.406250 Penalty: 2524.910645
	Iteration 1F: 3 clusters Score -285441.4 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -285587.718750 Penalty: 2524.910645
	Iteration 2F: 3 clusters Score -285587.7 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -285725.343750 Penalty: 2524.910645
	Iteration 3F: 3 clusters Score -285725.3 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -285852.531250 Penalty: 2524.910645
	Iteration 4F: 3 clusters Score -285852.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -285957.062500 Penalty: 2524.910645
	Iteration 5Q: 3 clusters Score -285957.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -286066.718750 Penalty: 2524.910645
	Iteration 6Q: 3 clusters Score -286066.7 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -286156.687500 Penalty: 2524.910645
	Iteration 7Q: 3 clusters Score -286156.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -286219.718750 Penalty: 2524.910645
	Iteration 8Q: 3 clusters Score -286219.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -286256.750000 Penalty: 2524.910645
	Iteration 9Q: 3 clusters Score -286256.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -286289.000000 Penalty: 2524.910645
	Iteration 10Q: 3 clusters Score -286289 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -286309.812500 Penalty: 2524.910645
	Iteration 11Q: 3 clusters Score -286309.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -286329.468750 Penalty: 2524.910645
	Iteration 12Q: 3 clusters Score -286329.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -286348.781250 Penalty: 2524.910645
	Iteration 13Q: 3 clusters Score -286348.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -286363.812500 Penalty: 2524.910645
	Iteration 14Q: 3 clusters Score -286363.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -286376.968750 Penalty: 2524.910645
	Iteration 15Q: 3 clusters Score -286377 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -286385.625000 Penalty: 2524.910645
	Iteration 16Q: 3 clusters Score -286385.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -286399.312500 Penalty: 2524.910645
	Iteration 17Q: 3 clusters Score -286399.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -286412.093750 Penalty: 2524.910645
	Iteration 18Q: 3 clusters Score -286412.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -286418.062500 Penalty: 2524.910645
	Iteration 19Q: 3 clusters Score -286418.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -286426.062500 Penalty: 2524.910645
	Iteration 20F: 3 clusters Score -286426.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -286434.625000 Penalty: 2524.910645
	Iteration 21Q: 3 clusters Score -286434.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -286445.125000 Penalty: 2524.910645
	Iteration 22Q: 3 clusters Score -286445.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -286465.531250 Penalty: 2524.910645
	Iteration 23Q: 3 clusters Score -286465.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -286484.031250 Penalty: 2524.910645
	Iteration 24Q: 3 clusters Score -286484 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -286507.343750 Penalty: 2524.910645
	Iteration 25Q: 3 clusters Score -286507.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -286539.593750 Penalty: 2524.910645
	Iteration 26Q: 3 clusters Score -286539.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -286566.375000 Penalty: 2524.910645
	Iteration 27Q: 3 clusters Score -286566.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -286601.562500 Penalty: 2524.910645
	Iteration 28Q: 3 clusters Score -286601.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -286650.968750 Penalty: 2524.910645
	Iteration 29Q: 3 clusters Score -286651 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -286730.531250 Penalty: 2524.910645
	Iteration 30Q: 3 clusters Score -286730.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -286825.875000 Penalty: 2524.910645
	Iteration 31Q: 3 clusters Score -286825.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -286934.312500 Penalty: 2524.910645
	Iteration 32Q: 3 clusters Score -286934.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -287007.031250 Penalty: 2524.910645
	Iteration 33Q: 3 clusters Score -287007 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -287039.312500 Penalty: 2524.910645
	Iteration 34Q: 3 clusters Score -287039.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -287051.187500 Penalty: 2524.910645
	Iteration 35Q: 3 clusters Score -287051.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -287053.812500 Penalty: 2524.910645
	Iteration 36Q: 3 clusters Score -287053.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -287055.906250 Penalty: 2524.910645
	Iteration 37Q: 3 clusters Score -287055.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -287056.250000 Penalty: 2524.910645
	Iteration 38Q: 3 clusters Score -287056.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -287056.250000 Penalty: 2524.910645
	Iteration 39F: 3 clusters Score -287056.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (23498 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23498 members 
Entering Unmasked Estep 
Score: -2750634.500000 Penalty: 1635.508911
	Iteration 0F: 2 clusters Score -2750634 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11626 members 
Mstep: Class 2 contains 11872 members 
Entering Unmasked Estep 
Score: -2734683.250000 Penalty: 3271.017822
	Iteration 0F: 3 clusters Score -2734683 nChanged 10709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10877 members 
Mstep: Class 2 contains 12621 members 
Entering Unmasked Estep 
Score: -2741104.000000 Penalty: 3271.017822
	Iteration 1F: 3 clusters Score -2741104 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10348 members 
Mstep: Class 2 contains 13150 members 
Entering Unmasked Estep 
Score: -2741841.500000 Penalty: 3271.017822
	Iteration 2F: 3 clusters Score -2741842 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9629 members 
Mstep: Class 2 contains 13869 members 
Entering Unmasked Estep 
Score: -2742657.750000 Penalty: 3271.017822
	Iteration 3F: 3 clusters Score -2742658 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8787 members 
Mstep: Class 2 contains 14711 members 
Entering Unmasked Estep 
Score: -2743551.000000 Penalty: 3271.017822
	Iteration 4F: 3 clusters Score -2743551 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7855 members 
Mstep: Class 2 contains 15643 members 
Entering Unmasked Estep 
Score: -2744539.250000 Penalty: 3271.017822
	Iteration 5F: 3 clusters Score -2744539 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6897 members 
Mstep: Class 2 contains 16601 members 
Entering Unmasked Estep 
Score: -2745509.250000 Penalty: 3271.017822
	Iteration 6F: 3 clusters Score -2745509 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6027 members 
Mstep: Class 2 contains 17471 members 
Entering Unmasked Estep 
Score: -2746339.500000 Penalty: 3271.017822
	Iteration 7F: 3 clusters Score -2746340 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5270 members 
Mstep: Class 2 contains 18228 members 
Entering Unmasked Estep 
Score: -2747002.250000 Penalty: 3271.017822
	Iteration 8Q: 3 clusters Score -2747002 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 18922 members 
Entering Unmasked Estep 
Score: -2747540.250000 Penalty: 3271.017822
	Iteration 9Q: 3 clusters Score -2747540 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 19467 members 
Entering Unmasked Estep 
Score: -2747923.250000 Penalty: 3271.017822
	Iteration 10Q: 3 clusters Score -2747923 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 19905 members 
Entering Unmasked Estep 
Score: -2748174.250000 Penalty: 3271.017822
	Iteration 11Q: 3 clusters Score -2748174 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 20287 members 
Entering Unmasked Estep 
Score: -2748367.750000 Penalty: 3271.017822
	Iteration 12Q: 3 clusters Score -2748368 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 20636 members 
Entering Unmasked Estep 
Score: -2748549.750000 Penalty: 3271.017822
	Iteration 13Q: 3 clusters Score -2748550 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 20941 members 
Entering Unmasked Estep 
Score: -2748705.750000 Penalty: 3271.017822
	Iteration 14Q: 3 clusters Score -2748706 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 21195 members 
Entering Unmasked Estep 
Score: -2748820.250000 Penalty: 3271.017822
	Iteration 15Q: 3 clusters Score -2748820 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 21448 members 
Entering Unmasked Estep 
Score: -2748926.750000 Penalty: 3271.017822
	Iteration 16Q: 3 clusters Score -2748927 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 21644 members 
Entering Unmasked Estep 
Score: -2748999.500000 Penalty: 3271.017822
	Iteration 17Q: 3 clusters Score -2749000 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 21826 members 
Entering Unmasked Estep 
Score: -2749074.500000 Penalty: 3271.017822
	Iteration 18Q: 3 clusters Score -2749074 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 21984 members 
Entering Unmasked Estep 
Score: -2749148.250000 Penalty: 3271.017822
	Iteration 19Q: 3 clusters Score -2749148 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 22139 members 
Entering Unmasked Estep 
Score: -2749223.250000 Penalty: 3271.017822
	Iteration 20F: 3 clusters Score -2749223 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 22273 members 
Entering Unmasked Estep 
Score: -2749292.250000 Penalty: 3271.017822
	Iteration 21Q: 3 clusters Score -2749292 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 22373 members 
Entering Unmasked Estep 
Score: -2749340.000000 Penalty: 3271.017822
	Iteration 22Q: 3 clusters Score -2749340 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 22451 members 
Entering Unmasked Estep 
Score: -2749376.000000 Penalty: 3271.017822
	Iteration 23Q: 3 clusters Score -2749376 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 22508 members 
Entering Unmasked Estep 
Score: -2749401.000000 Penalty: 3271.017822
	Iteration 24Q: 3 clusters Score -2749401 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 22551 members 
Entering Unmasked Estep 
Score: -2749410.500000 Penalty: 3271.017822
	Iteration 25Q: 3 clusters Score -2749410 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 22575 members 
Entering Unmasked Estep 
Score: -2749422.000000 Penalty: 3271.017822
	Iteration 26Q: 3 clusters Score -2749422 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 22597 members 
Entering Unmasked Estep 
Score: -2749430.500000 Penalty: 3271.017822
	Iteration 27Q: 3 clusters Score -2749430 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 22620 members 
Entering Unmasked Estep 
Score: -2749438.750000 Penalty: 3271.017822
	Iteration 28Q: 3 clusters Score -2749439 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 22636 members 
Entering Unmasked Estep 
Score: -2749438.250000 Penalty: 3271.017822
	Iteration 29Q: 3 clusters Score -2749438 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 22645 members 
Entering Unmasked Estep 
Score: -2749437.250000 Penalty: 3271.017822
	Iteration 30Q: 3 clusters Score -2749437 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 22654 members 
Entering Unmasked Estep 
Score: -2749448.000000 Penalty: 3271.017822
	Iteration 31Q: 3 clusters Score -2749448 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 22666 members 
Entering Unmasked Estep 
Score: -2749455.250000 Penalty: 3271.017822
	Iteration 32Q: 3 clusters Score -2749455 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 22677 members 
Entering Unmasked Estep 
Score: -2749455.250000 Penalty: 3271.017822
	Iteration 33Q: 3 clusters Score -2749455 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 22685 members 
Entering Unmasked Estep 
Score: -2749461.250000 Penalty: 3271.017822
	Iteration 34Q: 3 clusters Score -2749461 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 22691 members 
Entering Unmasked Estep 
Score: -2749463.000000 Penalty: 3271.017822
	Iteration 35Q: 3 clusters Score -2749463 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 22698 members 
Entering Unmasked Estep 
Score: -2749460.750000 Penalty: 3271.017822
	Iteration 36Q: 3 clusters Score -2749461 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 22700 members 
Entering Unmasked Estep 
Score: -2749462.750000 Penalty: 3271.017822
	Iteration 37Q: 3 clusters Score -2749463 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 22701 members 
Entering Unmasked Estep 
Score: -2749461.250000 Penalty: 3271.017822
	Iteration 38Q: 3 clusters Score -2749461 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 22703 members 
Entering Unmasked Estep 
Score: -2749463.250000 Penalty: 3271.017822
	Iteration 39Q: 3 clusters Score -2749463 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 22704 members 
Entering Unmasked Estep 
Score: -2749461.000000 Penalty: 3271.017822
	Iteration 40F: 3 clusters Score -2749461 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 22704 members 
Entering Unmasked Estep 
Score: -2749463.750000 Penalty: 3271.017822
	Iteration 41Q: 3 clusters Score -2749464 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 22704 members 
Entering Unmasked Estep 
Score: -2749463.750000 Penalty: 3271.017822
	Iteration 42F: 3 clusters Score -2749464 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (51737 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51737 members 
Entering Unmasked Estep 
Score: -6518468.500000 Penalty: 1763.763428
	Iteration 0F: 2 clusters Score -6518468 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25710 members 
Mstep: Class 2 contains 26027 members 
Entering Unmasked Estep 
Score: -6483794.500000 Penalty: 3527.526855
	Iteration 0F: 3 clusters Score -6483794 nChanged 24241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24429 members 
Mstep: Class 2 contains 27308 members 
Entering Unmasked Estep 
Score: -6497887.000000 Penalty: 3527.526855
	Iteration 1F: 3 clusters Score -6497887 nChanged 2416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23651 members 
Mstep: Class 2 contains 28086 members 
Entering Unmasked Estep 
Score: -6498785.500000 Penalty: 3527.526855
	Iteration 2Q: 3 clusters Score -6498786 nChanged 2614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22551 members 
Mstep: Class 2 contains 29186 members 
Entering Unmasked Estep 
Score: -6500020.500000 Penalty: 3527.526855
	Iteration 3F: 3 clusters Score -6500020 nChanged 2806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21047 members 
Mstep: Class 2 contains 30690 members 
Entering Unmasked Estep 
Score: -6501563.500000 Penalty: 3527.526855
	Iteration 4F: 3 clusters Score -6501564 nChanged 3195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19032 members 
Mstep: Class 2 contains 32705 members 
Entering Unmasked Estep 
Score: -6503625.500000 Penalty: 3527.526855
	Iteration 5F: 3 clusters Score -6503626 nChanged 3413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16607 members 
Mstep: Class 2 contains 35130 members 
Entering Unmasked Estep 
Score: -6506060.500000 Penalty: 3527.526855
	Iteration 6F: 3 clusters Score -6506060 nChanged 3351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13972 members 
Mstep: Class 2 contains 37765 members 
Entering Unmasked Estep 
Score: -6508647.500000 Penalty: 3527.526855
	Iteration 7F: 3 clusters Score -6508648 nChanged 2995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11551 members 
Mstep: Class 2 contains 40186 members 
Entering Unmasked Estep 
Score: -6510985.000000 Penalty: 3527.526855
	Iteration 8F: 3 clusters Score -6510985 nChanged 2389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9618 members 
Mstep: Class 2 contains 42119 members 
Entering Unmasked Estep 
Score: -6512884.500000 Penalty: 3527.526855
	Iteration 9Q: 3 clusters Score -6512884 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8177 members 
Mstep: Class 2 contains 43560 members 
Entering Unmasked Estep 
Score: -6514400.000000 Penalty: 3527.526855
	Iteration 10Q: 3 clusters Score -6514400 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7154 members 
Mstep: Class 2 contains 44583 members 
Entering Unmasked Estep 
Score: -6515639.500000 Penalty: 3527.526855
	Iteration 11Q: 3 clusters Score -6515640 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6529 members 
Mstep: Class 2 contains 45208 members 
Entering Unmasked Estep 
Score: -6516523.000000 Penalty: 3527.526855
	Iteration 12Q: 3 clusters Score -6516523 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6179 members 
Mstep: Class 2 contains 45558 members 
Entering Unmasked Estep 
Score: -6517016.000000 Penalty: 3527.526855
	Iteration 13Q: 3 clusters Score -6517016 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5971 members 
Mstep: Class 2 contains 45766 members 
Entering Unmasked Estep 
Score: -6517285.500000 Penalty: 3527.526855
	Iteration 14Q: 3 clusters Score -6517286 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5850 members 
Mstep: Class 2 contains 45887 members 
Entering Unmasked Estep 
Score: -6517415.500000 Penalty: 3527.526855
	Iteration 15Q: 3 clusters Score -6517416 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5773 members 
Mstep: Class 2 contains 45964 members 
Entering Unmasked Estep 
Score: -6517479.500000 Penalty: 3527.526855
	Iteration 16Q: 3 clusters Score -6517480 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5733 members 
Mstep: Class 2 contains 46004 members 
Entering Unmasked Estep 
Score: -6517490.500000 Penalty: 3527.526855
	Iteration 17Q: 3 clusters Score -6517490 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5688 members 
Mstep: Class 2 contains 46049 members 
Entering Unmasked Estep 
Score: -6517525.000000 Penalty: 3527.526855
	Iteration 18Q: 3 clusters Score -6517525 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5657 members 
Mstep: Class 2 contains 46080 members 
Entering Unmasked Estep 
Score: -6517550.500000 Penalty: 3527.526855
	Iteration 19Q: 3 clusters Score -6517550 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5634 members 
Mstep: Class 2 contains 46103 members 
Entering Unmasked Estep 
Score: -6517550.000000 Penalty: 3527.526855
	Iteration 20F: 3 clusters Score -6517550 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5606 members 
Mstep: Class 2 contains 46131 members 
Entering Unmasked Estep 
Score: -6517555.000000 Penalty: 3527.526855
	Iteration 21Q: 3 clusters Score -6517555 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5591 members 
Mstep: Class 2 contains 46146 members 
Entering Unmasked Estep 
Score: -6517552.000000 Penalty: 3527.526855
	Iteration 22Q: 3 clusters Score -6517552 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5568 members 
Mstep: Class 2 contains 46169 members 
Entering Unmasked Estep 
Score: -6517551.000000 Penalty: 3527.526855
	Iteration 23Q: 3 clusters Score -6517551 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5558 members 
Mstep: Class 2 contains 46179 members 
Entering Unmasked Estep 
Score: -6517566.000000 Penalty: 3527.526855
	Iteration 24Q: 3 clusters Score -6517566 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5546 members 
Mstep: Class 2 contains 46191 members 
Entering Unmasked Estep 
Score: -6517569.500000 Penalty: 3527.526855
	Iteration 25Q: 3 clusters Score -6517570 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5535 members 
Mstep: Class 2 contains 46202 members 
Entering Unmasked Estep 
Score: -6517576.500000 Penalty: 3527.526855
	Iteration 26Q: 3 clusters Score -6517576 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 46206 members 
Entering Unmasked Estep 
Score: -6517571.000000 Penalty: 3527.526855
	Iteration 27Q: 3 clusters Score -6517571 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5528 members 
Mstep: Class 2 contains 46209 members 
Entering Unmasked Estep 
Score: -6517569.500000 Penalty: 3527.526855
	Iteration 28Q: 3 clusters Score -6517570 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5526 members 
Mstep: Class 2 contains 46211 members 
Entering Unmasked Estep 
Score: -6517567.000000 Penalty: 3527.526855
	Iteration 29Q: 3 clusters Score -6517567 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5527 members 
Mstep: Class 2 contains 46210 members 
Entering Unmasked Estep 
Score: -6517566.500000 Penalty: 3527.526855
	Iteration 30Q: 3 clusters Score -6517566 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5527 members 
Mstep: Class 2 contains 46210 members 
Entering Unmasked Estep 
Score: -6517566.500000 Penalty: 3527.526855
	Iteration 31F: 3 clusters Score -6517566 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (5351 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Entering Unmasked Estep 
Score: -643937.875000 Penalty: 1395.068848
	Iteration 0F: 2 clusters Score -643937.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -639747.562500 Penalty: 2790.137695
	Iteration 0F: 3 clusters Score -639747.6 nChanged 2165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -640930.500000 Penalty: 2790.137695
	Iteration 1F: 3 clusters Score -640930.5 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -641133.250000 Penalty: 2790.137695
	Iteration 2F: 3 clusters Score -641133.2 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -641320.312500 Penalty: 2790.137695
	Iteration 3F: 3 clusters Score -641320.3 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -641472.500000 Penalty: 2790.137695
	Iteration 4F: 3 clusters Score -641472.5 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -641605.312500 Penalty: 2790.137695
	Iteration 5Q: 3 clusters Score -641605.3 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -641740.625000 Penalty: 2790.137695
	Iteration 6Q: 3 clusters Score -641740.6 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -641870.875000 Penalty: 2790.137695
	Iteration 7Q: 3 clusters Score -641870.9 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -642015.750000 Penalty: 2790.137695
	Iteration 8Q: 3 clusters Score -642015.8 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -642188.750000 Penalty: 2790.137695
	Iteration 9Q: 3 clusters Score -642188.8 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -642384.875000 Penalty: 2790.137695
	Iteration 10Q: 3 clusters Score -642384.9 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -642623.062500 Penalty: 2790.137695
	Iteration 11Q: 3 clusters Score -642623.1 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -642880.000000 Penalty: 2790.137695
	Iteration 12Q: 3 clusters Score -642880 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -643165.937500 Penalty: 2790.137695
	Iteration 13Q: 3 clusters Score -643165.9 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -643467.750000 Penalty: 2790.137695
	Iteration 14Q: 3 clusters Score -643467.8 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -643708.562500 Penalty: 2790.137695
	Iteration 15Q: 3 clusters Score -643708.6 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -643878.750000 Penalty: 2790.137695
	Iteration 16Q: 3 clusters Score -643878.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -643981.000000 Penalty: 2790.137695
	Iteration 17Q: 3 clusters Score -643981 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -644039.000000 Penalty: 2790.137695
	Iteration 18Q: 3 clusters Score -644039 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -644063.437500 Penalty: 2790.137695
	Iteration 19Q: 3 clusters Score -644063.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -644070.000000 Penalty: 2790.137695
	Iteration 20F: 3 clusters Score -644070 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -644073.125000 Penalty: 2790.137695
	Iteration 21Q: 3 clusters Score -644073.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -644078.187500 Penalty: 2790.137695
	Iteration 22Q: 3 clusters Score -644078.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -644078.500000 Penalty: 2790.137695
	Iteration 23Q: 3 clusters Score -644078.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -644079.062500 Penalty: 2790.137695
	Iteration 24Q: 3 clusters Score -644079.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -644078.500000 Penalty: 2790.137695
	Iteration 25Q: 3 clusters Score -644078.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -644079.375000 Penalty: 2790.137695
	Iteration 26Q: 3 clusters Score -644079.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -644080.875000 Penalty: 2790.137695
	Iteration 27Q: 3 clusters Score -644080.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -644080.875000 Penalty: 2790.137695
	Iteration 28F: 3 clusters Score -644080.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 9389 members 
Mstep: Class 3 contains 99433 members 
Mstep: Class 4 contains 11673 members 
Mstep: Class 5 contains 2289 members 
Mstep: Class 6 contains 35379 members 
Mstep: Class 7 contains 18834 members 
Mstep: Class 8 contains 7948 members 
Mstep: Class 9 contains 18448 members 
Mstep: Class 10 contains 25112 members 
Mstep: Class 11 contains 5927 members 
Mstep: Class 12 contains 3302 members 
Mstep: Class 13 contains 18782 members 
Mstep: Class 14 contains 38247 members 
Mstep: Class 15 contains 49406 members 
Mstep: Class 16 contains 4129 members 
Mstep: Class 17 contains 6545 members 
Mstep: Class 18 contains 51279 members 
Mstep: Class 19 contains 2187 members 
Mstep: Class 20 contains 2584 members 
Mstep: Class 21 contains 858 members 
Mstep: Class 22 contains 3294 members 
Mstep: Class 23 contains 46276 members 
Mstep: Class 24 contains 12910 members 
Mstep: Class 25 contains 12629 members 
Mstep: Class 26 contains 1900 members 
Mstep: Class 27 contains 8724 members 
Mstep: Class 28 contains 2366 members 
Mstep: Class 29 contains 23498 members 
Mstep: Class 30 contains 51737 members 
Mstep: Class 31 contains 2981 members 
Mstep: Class 32 contains 34005 members 
Mstep: Class 33 contains 12269 members 
Mstep: Class 34 contains 16695 members 
Mstep: Class 35 contains 149875 members 
Mstep: Class 36 contains 1820 members 
Mstep: Class 37 contains 18543 members 
Mstep: Class 38 contains 6471 members 
Mstep: Class 39 contains 2370 members 
Entering Unmasked Estep 
Score: -100282536.000000 Penalty: 86302.984375
Splitting cluster 31 changes total score from -100280720.000000 to -100282536.000000
So it's getting split into cluster 39.
Entering ConstructFrom: 
Trying to split cluster 32 (34005 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34005 members 
Entering Unmasked Estep 
Score: -4298241.500000 Penalty: 1695.567749
	Iteration 0F: 2 clusters Score -4298242 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17044 members 
Mstep: Class 2 contains 16961 members 
Entering Unmasked Estep 
Score: -4275354.500000 Penalty: 3391.135498
	Iteration 0F: 3 clusters Score -4275354 nChanged 15832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17006 members 
Mstep: Class 2 contains 16999 members 
Entering Unmasked Estep 
Score: -4284163.500000 Penalty: 3391.135498
	Iteration 1F: 3 clusters Score -4284164 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16980 members 
Mstep: Class 2 contains 17025 members 
Entering Unmasked Estep 
Score: -4284860.500000 Penalty: 3391.135498
	Iteration 2F: 3 clusters Score -4284860 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16888 members 
Mstep: Class 2 contains 17117 members 
Entering Unmasked Estep 
Score: -4285856.500000 Penalty: 3391.135498
	Iteration 3F: 3 clusters Score -4285856 nChanged 2145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16837 members 
Mstep: Class 2 contains 17168 members 
Entering Unmasked Estep 
Score: -4287127.000000 Penalty: 3391.135498
	Iteration 4F: 3 clusters Score -4287127 nChanged 2206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16897 members 
Mstep: Class 2 contains 17108 members 
Entering Unmasked Estep 
Score: -4288657.000000 Penalty: 3391.135498
	Iteration 5F: 3 clusters Score -4288657 nChanged 2337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17022 members 
Mstep: Class 2 contains 16983 members 
Entering Unmasked Estep 
Score: -4290423.000000 Penalty: 3391.135498
	Iteration 6F: 3 clusters Score -4290423 nChanged 2179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17275 members 
Mstep: Class 2 contains 16730 members 
Entering Unmasked Estep 
Score: -4292032.500000 Penalty: 3391.135498
	Iteration 7F: 3 clusters Score -4292032 nChanged 1893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17490 members 
Mstep: Class 2 contains 16515 members 
Entering Unmasked Estep 
Score: -4293263.000000 Penalty: 3391.135498
	Iteration 8F: 3 clusters Score -4293263 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17661 members 
Mstep: Class 2 contains 16344 members 
Entering Unmasked Estep 
Score: -4293972.500000 Penalty: 3391.135498
	Iteration 9Q: 3 clusters Score -4293972 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17789 members 
Mstep: Class 2 contains 16216 members 
Entering Unmasked Estep 
Score: -4294393.000000 Penalty: 3391.135498
	Iteration 10Q: 3 clusters Score -4294393 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17929 members 
Mstep: Class 2 contains 16076 members 
Entering Unmasked Estep 
Score: -4294587.500000 Penalty: 3391.135498
	Iteration 11Q: 3 clusters Score -4294588 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17996 members 
Mstep: Class 2 contains 16009 members 
Entering Unmasked Estep 
Score: -4294736.500000 Penalty: 3391.135498
	Iteration 12Q: 3 clusters Score -4294736 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18040 members 
Mstep: Class 2 contains 15965 members 
Entering Unmasked Estep 
Score: -4294829.500000 Penalty: 3391.135498
	Iteration 13Q: 3 clusters Score -4294830 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18035 members 
Mstep: Class 2 contains 15970 members 
Entering Unmasked Estep 
Score: -4294914.000000 Penalty: 3391.135498
	Iteration 14Q: 3 clusters Score -4294914 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18026 members 
Mstep: Class 2 contains 15979 members 
Entering Unmasked Estep 
Score: -4295008.000000 Penalty: 3391.135498
	Iteration 15Q: 3 clusters Score -4295008 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18020 members 
Mstep: Class 2 contains 15985 members 
Entering Unmasked Estep 
Score: -4295094.500000 Penalty: 3391.135498
	Iteration 16Q: 3 clusters Score -4295094 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18007 members 
Mstep: Class 2 contains 15998 members 
Entering Unmasked Estep 
Score: -4295208.500000 Penalty: 3391.135498
	Iteration 17Q: 3 clusters Score -4295208 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17969 members 
Mstep: Class 2 contains 16036 members 
Entering Unmasked Estep 
Score: -4295325.000000 Penalty: 3391.135498
	Iteration 18Q: 3 clusters Score -4295325 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17918 members 
Mstep: Class 2 contains 16087 members 
Entering Unmasked Estep 
Score: -4295441.000000 Penalty: 3391.135498
	Iteration 19Q: 3 clusters Score -4295441 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17839 members 
Mstep: Class 2 contains 16166 members 
Entering Unmasked Estep 
Score: -4295576.000000 Penalty: 3391.135498
	Iteration 20F: 3 clusters Score -4295576 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17746 members 
Mstep: Class 2 contains 16259 members 
Entering Unmasked Estep 
Score: -4295740.000000 Penalty: 3391.135498
	Iteration 21Q: 3 clusters Score -4295740 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17610 members 
Mstep: Class 2 contains 16395 members 
Entering Unmasked Estep 
Score: -4295942.500000 Penalty: 3391.135498
	Iteration 22Q: 3 clusters Score -4295942 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17468 members 
Mstep: Class 2 contains 16537 members 
Entering Unmasked Estep 
Score: -4296133.500000 Penalty: 3391.135498
	Iteration 23Q: 3 clusters Score -4296134 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17357 members 
Mstep: Class 2 contains 16648 members 
Entering Unmasked Estep 
Score: -4296343.500000 Penalty: 3391.135498
	Iteration 24Q: 3 clusters Score -4296344 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17289 members 
Mstep: Class 2 contains 16716 members 
Entering Unmasked Estep 
Score: -4296584.000000 Penalty: 3391.135498
	Iteration 25Q: 3 clusters Score -4296584 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17286 members 
Mstep: Class 2 contains 16719 members 
Entering Unmasked Estep 
Score: -4296775.500000 Penalty: 3391.135498
	Iteration 26Q: 3 clusters Score -4296776 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17358 members 
Mstep: Class 2 contains 16647 members 
Entering Unmasked Estep 
Score: -4297004.000000 Penalty: 3391.135498
	Iteration 27Q: 3 clusters Score -4297004 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17522 members 
Mstep: Class 2 contains 16483 members 
Entering Unmasked Estep 
Score: -4297263.000000 Penalty: 3391.135498
	Iteration 28Q: 3 clusters Score -4297263 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17776 members 
Mstep: Class 2 contains 16229 members 
Entering Unmasked Estep 
Score: -4297569.000000 Penalty: 3391.135498
	Iteration 29Q: 3 clusters Score -4297569 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18019 members 
Mstep: Class 2 contains 15986 members 
Entering Unmasked Estep 
Score: -4297882.000000 Penalty: 3391.135498
	Iteration 30Q: 3 clusters Score -4297882 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18308 members 
Mstep: Class 2 contains 15697 members 
Entering Unmasked Estep 
Score: -4298163.000000 Penalty: 3391.135498
	Iteration 31Q: 3 clusters Score -4298163 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18620 members 
Mstep: Class 2 contains 15385 members 
Entering Unmasked Estep 
Score: -4298362.500000 Penalty: 3391.135498
	Iteration 32Q: 3 clusters Score -4298362 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18900 members 
Mstep: Class 2 contains 15105 members 
Entering Unmasked Estep 
Score: -4298520.000000 Penalty: 3391.135498
	Iteration 33Q: 3 clusters Score -4298520 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19146 members 
Mstep: Class 2 contains 14859 members 
Entering Unmasked Estep 
Score: -4298588.000000 Penalty: 3391.135498
	Iteration 34Q: 3 clusters Score -4298588 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19360 members 
Mstep: Class 2 contains 14645 members 
Entering Unmasked Estep 
Score: -4298644.500000 Penalty: 3391.135498
	Iteration 35Q: 3 clusters Score -4298644 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19563 members 
Mstep: Class 2 contains 14442 members 
Entering Unmasked Estep 
Score: -4298695.500000 Penalty: 3391.135498
	Iteration 36Q: 3 clusters Score -4298696 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19736 members 
Mstep: Class 2 contains 14269 members 
Entering Unmasked Estep 
Score: -4298733.500000 Penalty: 3391.135498
	Iteration 37Q: 3 clusters Score -4298734 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19881 members 
Mstep: Class 2 contains 14124 members 
Entering Unmasked Estep 
Score: -4298748.500000 Penalty: 3391.135498
	Iteration 38Q: 3 clusters Score -4298748 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20009 members 
Mstep: Class 2 contains 13996 members 
Entering Unmasked Estep 
Score: -4298768.500000 Penalty: 3391.135498
	Iteration 39Q: 3 clusters Score -4298768 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20116 members 
Mstep: Class 2 contains 13889 members 
Entering Unmasked Estep 
Score: -4298784.000000 Penalty: 3391.135498
	Iteration 40F: 3 clusters Score -4298784 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20198 members 
Mstep: Class 2 contains 13807 members 
Entering Unmasked Estep 
Score: -4298786.000000 Penalty: 3391.135498
	Iteration 41Q: 3 clusters Score -4298786 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20267 members 
Mstep: Class 2 contains 13738 members 
Entering Unmasked Estep 
Score: -4298787.500000 Penalty: 3391.135498
	Iteration 42Q: 3 clusters Score -4298788 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20318 members 
Mstep: Class 2 contains 13687 members 
Entering Unmasked Estep 
Score: -4298801.500000 Penalty: 3391.135498
	Iteration 43Q: 3 clusters Score -4298802 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20373 members 
Mstep: Class 2 contains 13632 members 
Entering Unmasked Estep 
Score: -4298805.500000 Penalty: 3391.135498
	Iteration 44Q: 3 clusters Score -4298806 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20420 members 
Mstep: Class 2 contains 13585 members 
Entering Unmasked Estep 
Score: -4298820.500000 Penalty: 3391.135498
	Iteration 45Q: 3 clusters Score -4298820 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20465 members 
Mstep: Class 2 contains 13540 members 
Entering Unmasked Estep 
Score: -4298809.500000 Penalty: 3391.135498
	Iteration 46Q: 3 clusters Score -4298810 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20499 members 
Mstep: Class 2 contains 13506 members 
Entering Unmasked Estep 
Score: -4298810.000000 Penalty: 3391.135498
	Iteration 47Q: 3 clusters Score -4298810 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20524 members 
Mstep: Class 2 contains 13481 members 
Entering Unmasked Estep 
Score: -4298803.500000 Penalty: 3391.135498
	Iteration 48Q: 3 clusters Score -4298804 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20542 members 
Mstep: Class 2 contains 13463 members 
Entering Unmasked Estep 
Score: -4298804.000000 Penalty: 3391.135498
	Iteration 49Q: 3 clusters Score -4298804 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20553 members 
Mstep: Class 2 contains 13452 members 
Entering Unmasked Estep 
Score: -4298800.500000 Penalty: 3391.135498
	Iteration 50Q: 3 clusters Score -4298800 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20562 members 
Mstep: Class 2 contains 13443 members 
Entering Unmasked Estep 
Score: -4298801.000000 Penalty: 3391.135498
	Iteration 51Q: 3 clusters Score -4298801 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20571 members 
Mstep: Class 2 contains 13434 members 
Entering Unmasked Estep 
Score: -4298799.000000 Penalty: 3391.135498
	Iteration 52Q: 3 clusters Score -4298799 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20579 members 
Mstep: Class 2 contains 13426 members 
Entering Unmasked Estep 
Score: -4298798.000000 Penalty: 3391.135498
	Iteration 53Q: 3 clusters Score -4298798 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20581 members 
Mstep: Class 2 contains 13424 members 
Entering Unmasked Estep 
Score: -4298794.500000 Penalty: 3391.135498
	Iteration 54Q: 3 clusters Score -4298794 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20583 members 
Mstep: Class 2 contains 13422 members 
Entering Unmasked Estep 
Score: -4298796.000000 Penalty: 3391.135498
	Iteration 55Q: 3 clusters Score -4298796 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20587 members 
Mstep: Class 2 contains 13418 members 
Entering Unmasked Estep 
Score: -4298791.000000 Penalty: 3391.135498
	Iteration 56Q: 3 clusters Score -4298791 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20590 members 
Mstep: Class 2 contains 13415 members 
Entering Unmasked Estep 
Score: -4298792.000000 Penalty: 3391.135498
	Iteration 57Q: 3 clusters Score -4298792 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20592 members 
Mstep: Class 2 contains 13413 members 
Entering Unmasked Estep 
Score: -4298792.000000 Penalty: 3391.135498
	Iteration 58Q: 3 clusters Score -4298792 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20595 members 
Mstep: Class 2 contains 13410 members 
Entering Unmasked Estep 
Score: -4298790.500000 Penalty: 3391.135498
	Iteration 59Q: 3 clusters Score -4298790 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20599 members 
Mstep: Class 2 contains 13406 members 
Entering Unmasked Estep 
Score: -4298791.500000 Penalty: 3391.135498
	Iteration 60F: 3 clusters Score -4298792 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20601 members 
Mstep: Class 2 contains 13404 members 
Entering Unmasked Estep 
Score: -4298795.500000 Penalty: 3391.135498
	Iteration 61Q: 3 clusters Score -4298796 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20602 members 
Mstep: Class 2 contains 13403 members 
Entering Unmasked Estep 
Score: -4298791.500000 Penalty: 3391.135498
	Iteration 62Q: 3 clusters Score -4298792 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20603 members 
Mstep: Class 2 contains 13402 members 
Entering Unmasked Estep 
Score: -4298794.000000 Penalty: 3391.135498
	Iteration 63Q: 3 clusters Score -4298794 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20603 members 
Mstep: Class 2 contains 13402 members 
Entering Unmasked Estep 
Score: -4298794.000000 Penalty: 3391.135498
	Iteration 64F: 3 clusters Score -4298794 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 9389 members 
Mstep: Class 3 contains 99433 members 
Mstep: Class 4 contains 11673 members 
Mstep: Class 5 contains 2289 members 
Mstep: Class 6 contains 35379 members 
Mstep: Class 7 contains 18834 members 
Mstep: Class 8 contains 7948 members 
Mstep: Class 9 contains 18448 members 
Mstep: Class 10 contains 25112 members 
Mstep: Class 11 contains 5927 members 
Mstep: Class 12 contains 3302 members 
Mstep: Class 13 contains 18782 members 
Mstep: Class 14 contains 38247 members 
Mstep: Class 15 contains 49406 members 
Mstep: Class 16 contains 4129 members 
Mstep: Class 17 contains 6545 members 
Mstep: Class 18 contains 51279 members 
Mstep: Class 19 contains 2187 members 
Mstep: Class 20 contains 2584 members 
Mstep: Class 21 contains 858 members 
Mstep: Class 22 contains 3294 members 
Mstep: Class 23 contains 46276 members 
Mstep: Class 24 contains 12910 members 
Mstep: Class 25 contains 12629 members 
Mstep: Class 26 contains 1900 members 
Mstep: Class 27 contains 8724 members 
Mstep: Class 28 contains 2366 members 
Mstep: Class 29 contains 23498 members 
Mstep: Class 30 contains 51737 members 
Mstep: Class 31 contains 2981 members 
Mstep: Class 32 contains 20603 members 
Mstep: Class 33 contains 12269 members 
Mstep: Class 34 contains 16695 members 
Mstep: Class 35 contains 149875 members 
Mstep: Class 36 contains 1820 members 
Mstep: Class 37 contains 18543 members 
Mstep: Class 38 contains 6471 members 
Mstep: Class 39 contains 2370 members 
Mstep: Class 40 contains 13402 members 
Entering Unmasked Estep 
Score: -100282416.000000 Penalty: 88515.882812
Splitting cluster 32 changes total score from -100280720.000000 to -100282416.000000
So it's getting split into cluster 40.
Entering ConstructFrom: 
Trying to split cluster 33 (12269 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12269 members 
Entering Unmasked Estep 
Score: -1362795.250000 Penalty: 1529.910034
	Iteration 0F: 2 clusters Score -1362795 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6037 members 
Mstep: Class 2 contains 6232 members 
Entering Unmasked Estep 
Score: -1354135.875000 Penalty: 3059.820068
	Iteration 0F: 3 clusters Score -1354136 nChanged 5428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5607 members 
Mstep: Class 2 contains 6662 members 
Entering Unmasked Estep 
Score: -1357837.000000 Penalty: 3059.820068
	Iteration 1F: 3 clusters Score -1357837 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 6966 members 
Entering Unmasked Estep 
Score: -1358635.750000 Penalty: 3059.820068
	Iteration 2F: 3 clusters Score -1358636 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 7312 members 
Entering Unmasked Estep 
Score: -1359393.875000 Penalty: 3059.820068
	Iteration 3F: 3 clusters Score -1359394 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 7649 members 
Entering Unmasked Estep 
Score: -1360071.125000 Penalty: 3059.820068
	Iteration 4F: 3 clusters Score -1360071 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 7887 members 
Entering Unmasked Estep 
Score: -1360535.250000 Penalty: 3059.820068
	Iteration 5F: 3 clusters Score -1360535 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 8009 members 
Entering Unmasked Estep 
Score: -1360795.875000 Penalty: 3059.820068
	Iteration 6Q: 3 clusters Score -1360796 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 8084 members 
Entering Unmasked Estep 
Score: -1360952.250000 Penalty: 3059.820068
	Iteration 7Q: 3 clusters Score -1360952 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 8152 members 
Entering Unmasked Estep 
Score: -1361061.875000 Penalty: 3059.820068
	Iteration 8Q: 3 clusters Score -1361062 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 8216 members 
Entering Unmasked Estep 
Score: -1361153.500000 Penalty: 3059.820068
	Iteration 9Q: 3 clusters Score -1361154 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 8274 members 
Entering Unmasked Estep 
Score: -1361225.875000 Penalty: 3059.820068
	Iteration 10Q: 3 clusters Score -1361226 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 8337 members 
Entering Unmasked Estep 
Score: -1361277.000000 Penalty: 3059.820068
	Iteration 11Q: 3 clusters Score -1361277 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 8390 members 
Entering Unmasked Estep 
Score: -1361307.750000 Penalty: 3059.820068
	Iteration 12Q: 3 clusters Score -1361308 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 8432 members 
Entering Unmasked Estep 
Score: -1361333.375000 Penalty: 3059.820068
	Iteration 13Q: 3 clusters Score -1361333 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 8446 members 
Entering Unmasked Estep 
Score: -1361345.500000 Penalty: 3059.820068
	Iteration 14Q: 3 clusters Score -1361346 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 8462 members 
Entering Unmasked Estep 
Score: -1361350.000000 Penalty: 3059.820068
	Iteration 15Q: 3 clusters Score -1361350 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 8480 members 
Entering Unmasked Estep 
Score: -1361359.375000 Penalty: 3059.820068
	Iteration 16Q: 3 clusters Score -1361359 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 8493 members 
Entering Unmasked Estep 
Score: -1361357.750000 Penalty: 3059.820068
	Iteration 17Q: 3 clusters Score -1361358 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 8507 members 
Entering Unmasked Estep 
Score: -1361359.125000 Penalty: 3059.820068
	Iteration 18Q: 3 clusters Score -1361359 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 8515 members 
Entering Unmasked Estep 
Score: -1361364.000000 Penalty: 3059.820068
	Iteration 19Q: 3 clusters Score -1361364 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 8520 members 
Entering Unmasked Estep 
Score: -1361364.500000 Penalty: 3059.820068
	Iteration 20F: 3 clusters Score -1361364 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 8525 members 
Entering Unmasked Estep 
Score: -1361366.375000 Penalty: 3059.820068
	Iteration 21Q: 3 clusters Score -1361366 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 8532 members 
Entering Unmasked Estep 
Score: -1361371.125000 Penalty: 3059.820068
	Iteration 22Q: 3 clusters Score -1361371 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 8540 members 
Entering Unmasked Estep 
Score: -1361371.500000 Penalty: 3059.820068
	Iteration 23Q: 3 clusters Score -1361372 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 8552 members 
Entering Unmasked Estep 
Score: -1361374.125000 Penalty: 3059.820068
	Iteration 24Q: 3 clusters Score -1361374 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 8568 members 
Entering Unmasked Estep 
Score: -1361382.125000 Penalty: 3059.820068
	Iteration 25Q: 3 clusters Score -1361382 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 8589 members 
Entering Unmasked Estep 
Score: -1361387.875000 Penalty: 3059.820068
	Iteration 26Q: 3 clusters Score -1361388 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 8612 members 
Entering Unmasked Estep 
Score: -1361391.500000 Penalty: 3059.820068
	Iteration 27Q: 3 clusters Score -1361392 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 8639 members 
Entering Unmasked Estep 
Score: -1361392.375000 Penalty: 3059.820068
	Iteration 28Q: 3 clusters Score -1361392 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 8660 members 
Entering Unmasked Estep 
Score: -1361397.125000 Penalty: 3059.820068
	Iteration 29Q: 3 clusters Score -1361397 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 8683 members 
Entering Unmasked Estep 
Score: -1361400.125000 Penalty: 3059.820068
	Iteration 30Q: 3 clusters Score -1361400 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 8709 members 
Entering Unmasked Estep 
Score: -1361408.875000 Penalty: 3059.820068
	Iteration 31Q: 3 clusters Score -1361409 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 8739 members 
Entering Unmasked Estep 
Score: -1361417.125000 Penalty: 3059.820068
	Iteration 32Q: 3 clusters Score -1361417 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 8769 members 
Entering Unmasked Estep 
Score: -1361422.750000 Penalty: 3059.820068
	Iteration 33Q: 3 clusters Score -1361423 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 8800 members 
Entering Unmasked Estep 
Score: -1361428.250000 Penalty: 3059.820068
	Iteration 34Q: 3 clusters Score -1361428 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 8833 members 
Entering Unmasked Estep 
Score: -1361440.125000 Penalty: 3059.820068
	Iteration 35Q: 3 clusters Score -1361440 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 8870 members 
Entering Unmasked Estep 
Score: -1361448.125000 Penalty: 3059.820068
	Iteration 36Q: 3 clusters Score -1361448 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 8911 members 
Entering Unmasked Estep 
Score: -1361463.875000 Penalty: 3059.820068
	Iteration 37Q: 3 clusters Score -1361464 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 8966 members 
Entering Unmasked Estep 
Score: -1361478.250000 Penalty: 3059.820068
	Iteration 38Q: 3 clusters Score -1361478 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 9026 members 
Entering Unmasked Estep 
Score: -1361503.000000 Penalty: 3059.820068
	Iteration 39Q: 3 clusters Score -1361503 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 9089 members 
Entering Unmasked Estep 
Score: -1361522.500000 Penalty: 3059.820068
	Iteration 40F: 3 clusters Score -1361522 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 9146 members 
Entering Unmasked Estep 
Score: -1361541.875000 Penalty: 3059.820068
	Iteration 41Q: 3 clusters Score -1361542 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 9212 members 
Entering Unmasked Estep 
Score: -1361565.125000 Penalty: 3059.820068
	Iteration 42Q: 3 clusters Score -1361565 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 9269 members 
Entering Unmasked Estep 
Score: -1361584.500000 Penalty: 3059.820068
	Iteration 43Q: 3 clusters Score -1361584 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 9325 members 
Entering Unmasked Estep 
Score: -1361603.875000 Penalty: 3059.820068
	Iteration 44Q: 3 clusters Score -1361604 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 9384 members 
Entering Unmasked Estep 
Score: -1361625.500000 Penalty: 3059.820068
	Iteration 45Q: 3 clusters Score -1361626 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 9432 members 
Entering Unmasked Estep 
Score: -1361642.875000 Penalty: 3059.820068
	Iteration 46Q: 3 clusters Score -1361643 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 9478 members 
Entering Unmasked Estep 
Score: -1361664.500000 Penalty: 3059.820068
	Iteration 47Q: 3 clusters Score -1361664 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 9520 members 
Entering Unmasked Estep 
Score: -1361673.750000 Penalty: 3059.820068
	Iteration 48Q: 3 clusters Score -1361674 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 9556 members 
Entering Unmasked Estep 
Score: -1361688.250000 Penalty: 3059.820068
	Iteration 49Q: 3 clusters Score -1361688 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 9582 members 
Entering Unmasked Estep 
Score: -1361693.000000 Penalty: 3059.820068
	Iteration 50Q: 3 clusters Score -1361693 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 9606 members 
Entering Unmasked Estep 
Score: -1361695.250000 Penalty: 3059.820068
	Iteration 51Q: 3 clusters Score -1361695 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 9626 members 
Entering Unmasked Estep 
Score: -1361700.625000 Penalty: 3059.820068
	Iteration 52Q: 3 clusters Score -1361701 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 9644 members 
Entering Unmasked Estep 
Score: -1361704.750000 Penalty: 3059.820068
	Iteration 53Q: 3 clusters Score -1361705 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 9661 members 
Entering Unmasked Estep 
Score: -1361712.500000 Penalty: 3059.820068
	Iteration 54Q: 3 clusters Score -1361712 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 9682 members 
Entering Unmasked Estep 
Score: -1361718.625000 Penalty: 3059.820068
	Iteration 55Q: 3 clusters Score -1361719 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 9704 members 
Entering Unmasked Estep 
Score: -1361722.875000 Penalty: 3059.820068
	Iteration 56Q: 3 clusters Score -1361723 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 9723 members 
Entering Unmasked Estep 
Score: -1361730.000000 Penalty: 3059.820068
	Iteration 57Q: 3 clusters Score -1361730 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 9733 members 
Entering Unmasked Estep 
Score: -1361733.250000 Penalty: 3059.820068
	Iteration 58Q: 3 clusters Score -1361733 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 9763 members 
Entering Unmasked Estep 
Score: -1361738.125000 Penalty: 3059.820068
	Iteration 59Q: 3 clusters Score -1361738 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 9787 members 
Entering Unmasked Estep 
Score: -1361745.125000 Penalty: 3059.820068
	Iteration 60F: 3 clusters Score -1361745 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 9806 members 
Entering Unmasked Estep 
Score: -1361749.125000 Penalty: 3059.820068
	Iteration 61Q: 3 clusters Score -1361749 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 9821 members 
Entering Unmasked Estep 
Score: -1361751.000000 Penalty: 3059.820068
	Iteration 62Q: 3 clusters Score -1361751 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 9831 members 
Entering Unmasked Estep 
Score: -1361748.500000 Penalty: 3059.820068
	Iteration 63Q: 3 clusters Score -1361748 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 9840 members 
Entering Unmasked Estep 
Score: -1361754.250000 Penalty: 3059.820068
	Iteration 64Q: 3 clusters Score -1361754 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 9847 members 
Entering Unmasked Estep 
Score: -1361753.750000 Penalty: 3059.820068
	Iteration 65Q: 3 clusters Score -1361754 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 9855 members 
Entering Unmasked Estep 
Score: -1361757.875000 Penalty: 3059.820068
	Iteration 66Q: 3 clusters Score -1361758 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 9862 members 
Entering Unmasked Estep 
Score: -1361758.625000 Penalty: 3059.820068
	Iteration 67Q: 3 clusters Score -1361759 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 9872 members 
Entering Unmasked Estep 
Score: -1361758.625000 Penalty: 3059.820068
	Iteration 68Q: 3 clusters Score -1361759 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 9884 members 
Entering Unmasked Estep 
Score: -1361765.625000 Penalty: 3059.820068
	Iteration 69Q: 3 clusters Score -1361766 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 9894 members 
Entering Unmasked Estep 
Score: -1361765.625000 Penalty: 3059.820068
	Iteration 70Q: 3 clusters Score -1361766 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 9899 members 
Entering Unmasked Estep 
Score: -1361769.750000 Penalty: 3059.820068
	Iteration 71Q: 3 clusters Score -1361770 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 9914 members 
Entering Unmasked Estep 
Score: -1361771.000000 Penalty: 3059.820068
	Iteration 72Q: 3 clusters Score -1361771 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 9925 members 
Entering Unmasked Estep 
Score: -1361773.750000 Penalty: 3059.820068
	Iteration 73Q: 3 clusters Score -1361774 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 9932 members 
Entering Unmasked Estep 
Score: -1361779.500000 Penalty: 3059.820068
	Iteration 74Q: 3 clusters Score -1361780 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 9938 members 
Entering Unmasked Estep 
Score: -1361781.000000 Penalty: 3059.820068
	Iteration 75Q: 3 clusters Score -1361781 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 9946 members 
Entering Unmasked Estep 
Score: -1361781.500000 Penalty: 3059.820068
	Iteration 76Q: 3 clusters Score -1361782 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 9957 members 
Entering Unmasked Estep 
Score: -1361782.625000 Penalty: 3059.820068
	Iteration 77Q: 3 clusters Score -1361783 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 9964 members 
Entering Unmasked Estep 
Score: -1361785.375000 Penalty: 3059.820068
	Iteration 78Q: 3 clusters Score -1361785 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 9972 members 
Entering Unmasked Estep 
Score: -1361789.500000 Penalty: 3059.820068
	Iteration 79Q: 3 clusters Score -1361790 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 9990 members 
Entering Unmasked Estep 
Score: -1361792.625000 Penalty: 3059.820068
	Iteration 80F: 3 clusters Score -1361793 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 10005 members 
Entering Unmasked Estep 
Score: -1361796.500000 Penalty: 3059.820068
	Iteration 81Q: 3 clusters Score -1361796 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 10017 members 
Entering Unmasked Estep 
Score: -1361801.375000 Penalty: 3059.820068
	Iteration 82Q: 3 clusters Score -1361801 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 10034 members 
Entering Unmasked Estep 
Score: -1361806.250000 Penalty: 3059.820068
	Iteration 83Q: 3 clusters Score -1361806 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 10063 members 
Entering Unmasked Estep 
Score: -1361814.750000 Penalty: 3059.820068
	Iteration 84Q: 3 clusters Score -1361815 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 10080 members 
Entering Unmasked Estep 
Score: -1361818.125000 Penalty: 3059.820068
	Iteration 85Q: 3 clusters Score -1361818 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 10096 members 
Entering Unmasked Estep 
Score: -1361823.875000 Penalty: 3059.820068
	Iteration 86Q: 3 clusters Score -1361824 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 10109 members 
Entering Unmasked Estep 
Score: -1361830.000000 Penalty: 3059.820068
	Iteration 87Q: 3 clusters Score -1361830 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 10124 members 
Entering Unmasked Estep 
Score: -1361836.750000 Penalty: 3059.820068
	Iteration 88Q: 3 clusters Score -1361837 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 10139 members 
Entering Unmasked Estep 
Score: -1361835.250000 Penalty: 3059.820068
	Iteration 89Q: 3 clusters Score -1361835 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 10149 members 
Entering Unmasked Estep 
Score: -1361839.000000 Penalty: 3059.820068
	Iteration 90Q: 3 clusters Score -1361839 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 10162 members 
Entering Unmasked Estep 
Score: -1361838.750000 Penalty: 3059.820068
	Iteration 91Q: 3 clusters Score -1361839 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 10171 members 
Entering Unmasked Estep 
Score: -1361842.500000 Penalty: 3059.820068
	Iteration 92Q: 3 clusters Score -1361842 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 10181 members 
Entering Unmasked Estep 
Score: -1361842.750000 Penalty: 3059.820068
	Iteration 93Q: 3 clusters Score -1361843 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 10189 members 
Entering Unmasked Estep 
Score: -1361845.625000 Penalty: 3059.820068
	Iteration 94Q: 3 clusters Score -1361846 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 10200 members 
Entering Unmasked Estep 
Score: -1361848.000000 Penalty: 3059.820068
	Iteration 95Q: 3 clusters Score -1361848 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 10212 members 
Entering Unmasked Estep 
Score: -1361849.500000 Penalty: 3059.820068
	Iteration 96Q: 3 clusters Score -1361850 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 10226 members 
Entering Unmasked Estep 
Score: -1361852.875000 Penalty: 3059.820068
	Iteration 97Q: 3 clusters Score -1361853 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 10240 members 
Entering Unmasked Estep 
Score: -1361855.250000 Penalty: 3059.820068
	Iteration 98Q: 3 clusters Score -1361855 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 10258 members 
Entering Unmasked Estep 
Score: -1361859.875000 Penalty: 3059.820068
	Iteration 99Q: 3 clusters Score -1361860 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 10279 members 
Entering Unmasked Estep 
Score: -1361864.125000 Penalty: 3059.820068
	Iteration 100F: 3 clusters Score -1361864 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 10289 members 
Entering Unmasked Estep 
Score: -1361864.750000 Penalty: 3059.820068
	Iteration 101Q: 3 clusters Score -1361865 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 10301 members 
Entering Unmasked Estep 
Score: -1361867.625000 Penalty: 3059.820068
	Iteration 102Q: 3 clusters Score -1361868 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 10310 members 
Entering Unmasked Estep 
Score: -1361867.875000 Penalty: 3059.820068
	Iteration 103Q: 3 clusters Score -1361868 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 10316 members 
Entering Unmasked Estep 
Score: -1361869.125000 Penalty: 3059.820068
	Iteration 104Q: 3 clusters Score -1361869 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 10322 members 
Entering Unmasked Estep 
Score: -1361871.250000 Penalty: 3059.820068
	Iteration 105Q: 3 clusters Score -1361871 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 10334 members 
Entering Unmasked Estep 
Score: -1361875.000000 Penalty: 3059.820068
	Iteration 106Q: 3 clusters Score -1361875 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 10341 members 
Entering Unmasked Estep 
Score: -1361875.500000 Penalty: 3059.820068
	Iteration 107Q: 3 clusters Score -1361876 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 10348 members 
Entering Unmasked Estep 
Score: -1361875.250000 Penalty: 3059.820068
	Iteration 108Q: 3 clusters Score -1361875 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 10356 members 
Entering Unmasked Estep 
Score: -1361876.875000 Penalty: 3059.820068
	Iteration 109Q: 3 clusters Score -1361877 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 10363 members 
Entering Unmasked Estep 
Score: -1361876.250000 Penalty: 3059.820068
	Iteration 110Q: 3 clusters Score -1361876 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 10368 members 
Entering Unmasked Estep 
Score: -1361880.125000 Penalty: 3059.820068
	Iteration 111Q: 3 clusters Score -1361880 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 10370 members 
Entering Unmasked Estep 
Score: -1361883.125000 Penalty: 3059.820068
	Iteration 112Q: 3 clusters Score -1361883 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 10372 members 
Entering Unmasked Estep 
Score: -1361880.250000 Penalty: 3059.820068
	Iteration 113Q: 3 clusters Score -1361880 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 10373 members 
Entering Unmasked Estep 
Score: -1361880.500000 Penalty: 3059.820068
	Iteration 114Q: 3 clusters Score -1361880 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 10374 members 
Entering Unmasked Estep 
Score: -1361881.125000 Penalty: 3059.820068
	Iteration 115Q: 3 clusters Score -1361881 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 10375 members 
Entering Unmasked Estep 
Score: -1361880.375000 Penalty: 3059.820068
	Iteration 116Q: 3 clusters Score -1361880 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 10375 members 
Entering Unmasked Estep 
Score: -1361880.375000 Penalty: 3059.820068
	Iteration 117F: 3 clusters Score -1361880 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (16695 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16695 members 
Entering Unmasked Estep 
Score: -2094763.000000 Penalty: 1579.965454
	Iteration 0F: 2 clusters Score -2094763 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8340 members 
Mstep: Class 2 contains 8355 members 
Entering Unmasked Estep 
Score: -2083247.250000 Penalty: 3159.930908
	Iteration 0F: 3 clusters Score -2083247 nChanged 7472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8496 members 
Mstep: Class 2 contains 8199 members 
Entering Unmasked Estep 
Score: -2087637.000000 Penalty: 3159.930908
	Iteration 1F: 3 clusters Score -2087637 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8616 members 
Mstep: Class 2 contains 8079 members 
Entering Unmasked Estep 
Score: -2089018.750000 Penalty: 3159.930908
	Iteration 2F: 3 clusters Score -2089019 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8880 members 
Mstep: Class 2 contains 7815 members 
Entering Unmasked Estep 
Score: -2090461.625000 Penalty: 3159.930908
	Iteration 3F: 3 clusters Score -2090462 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9085 members 
Mstep: Class 2 contains 7610 members 
Entering Unmasked Estep 
Score: -2091606.000000 Penalty: 3159.930908
	Iteration 4F: 3 clusters Score -2091606 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9116 members 
Mstep: Class 2 contains 7579 members 
Entering Unmasked Estep 
Score: -2092523.375000 Penalty: 3159.930908
	Iteration 5F: 3 clusters Score -2092523 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9063 members 
Mstep: Class 2 contains 7632 members 
Entering Unmasked Estep 
Score: -2093285.875000 Penalty: 3159.930908
	Iteration 6F: 3 clusters Score -2093286 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8970 members 
Mstep: Class 2 contains 7725 members 
Entering Unmasked Estep 
Score: -2093928.250000 Penalty: 3159.930908
	Iteration 7F: 3 clusters Score -2093928 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8793 members 
Mstep: Class 2 contains 7902 members 
Entering Unmasked Estep 
Score: -2094432.250000 Penalty: 3159.930908
	Iteration 8Q: 3 clusters Score -2094432 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8634 members 
Mstep: Class 2 contains 8061 members 
Entering Unmasked Estep 
Score: -2094759.375000 Penalty: 3159.930908
	Iteration 9Q: 3 clusters Score -2094759 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8496 members 
Mstep: Class 2 contains 8199 members 
Entering Unmasked Estep 
Score: -2094917.625000 Penalty: 3159.930908
	Iteration 10Q: 3 clusters Score -2094918 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8365 members 
Mstep: Class 2 contains 8330 members 
Entering Unmasked Estep 
Score: -2094998.375000 Penalty: 3159.930908
	Iteration 11Q: 3 clusters Score -2094998 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8257 members 
Mstep: Class 2 contains 8438 members 
Entering Unmasked Estep 
Score: -2095042.000000 Penalty: 3159.930908
	Iteration 12Q: 3 clusters Score -2095042 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8152 members 
Mstep: Class 2 contains 8543 members 
Entering Unmasked Estep 
Score: -2095082.750000 Penalty: 3159.930908
	Iteration 13Q: 3 clusters Score -2095083 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8028 members 
Mstep: Class 2 contains 8667 members 
Entering Unmasked Estep 
Score: -2095106.250000 Penalty: 3159.930908
	Iteration 14Q: 3 clusters Score -2095106 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7908 members 
Mstep: Class 2 contains 8787 members 
Entering Unmasked Estep 
Score: -2095127.625000 Penalty: 3159.930908
	Iteration 15Q: 3 clusters Score -2095128 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7780 members 
Mstep: Class 2 contains 8915 members 
Entering Unmasked Estep 
Score: -2095170.500000 Penalty: 3159.930908
	Iteration 16Q: 3 clusters Score -2095170 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7665 members 
Mstep: Class 2 contains 9030 members 
Entering Unmasked Estep 
Score: -2095196.750000 Penalty: 3159.930908
	Iteration 17Q: 3 clusters Score -2095197 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7551 members 
Mstep: Class 2 contains 9144 members 
Entering Unmasked Estep 
Score: -2095216.625000 Penalty: 3159.930908
	Iteration 18Q: 3 clusters Score -2095217 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7450 members 
Mstep: Class 2 contains 9245 members 
Entering Unmasked Estep 
Score: -2095242.375000 Penalty: 3159.930908
	Iteration 19Q: 3 clusters Score -2095242 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7354 members 
Mstep: Class 2 contains 9341 members 
Entering Unmasked Estep 
Score: -2095262.375000 Penalty: 3159.930908
	Iteration 20F: 3 clusters Score -2095262 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7264 members 
Mstep: Class 2 contains 9431 members 
Entering Unmasked Estep 
Score: -2095279.375000 Penalty: 3159.930908
	Iteration 21Q: 3 clusters Score -2095279 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7182 members 
Mstep: Class 2 contains 9513 members 
Entering Unmasked Estep 
Score: -2095294.750000 Penalty: 3159.930908
	Iteration 22Q: 3 clusters Score -2095295 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7100 members 
Mstep: Class 2 contains 9595 members 
Entering Unmasked Estep 
Score: -2095313.125000 Penalty: 3159.930908
	Iteration 23Q: 3 clusters Score -2095313 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7031 members 
Mstep: Class 2 contains 9664 members 
Entering Unmasked Estep 
Score: -2095331.750000 Penalty: 3159.930908
	Iteration 24Q: 3 clusters Score -2095332 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6970 members 
Mstep: Class 2 contains 9725 members 
Entering Unmasked Estep 
Score: -2095334.250000 Penalty: 3159.930908
	Iteration 25Q: 3 clusters Score -2095334 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6924 members 
Mstep: Class 2 contains 9771 members 
Entering Unmasked Estep 
Score: -2095338.125000 Penalty: 3159.930908
	Iteration 26Q: 3 clusters Score -2095338 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6892 members 
Mstep: Class 2 contains 9803 members 
Entering Unmasked Estep 
Score: -2095338.875000 Penalty: 3159.930908
	Iteration 27Q: 3 clusters Score -2095339 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6851 members 
Mstep: Class 2 contains 9844 members 
Entering Unmasked Estep 
Score: -2095349.375000 Penalty: 3159.930908
	Iteration 28Q: 3 clusters Score -2095349 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6801 members 
Mstep: Class 2 contains 9894 members 
Entering Unmasked Estep 
Score: -2095355.000000 Penalty: 3159.930908
	Iteration 29Q: 3 clusters Score -2095355 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6753 members 
Mstep: Class 2 contains 9942 members 
Entering Unmasked Estep 
Score: -2095367.875000 Penalty: 3159.930908
	Iteration 30Q: 3 clusters Score -2095368 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6709 members 
Mstep: Class 2 contains 9986 members 
Entering Unmasked Estep 
Score: -2095377.250000 Penalty: 3159.930908
	Iteration 31Q: 3 clusters Score -2095377 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6662 members 
Mstep: Class 2 contains 10033 members 
Entering Unmasked Estep 
Score: -2095380.500000 Penalty: 3159.930908
	Iteration 32Q: 3 clusters Score -2095380 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6620 members 
Mstep: Class 2 contains 10075 members 
Entering Unmasked Estep 
Score: -2095378.500000 Penalty: 3159.930908
	Iteration 33Q: 3 clusters Score -2095378 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6579 members 
Mstep: Class 2 contains 10116 members 
Entering Unmasked Estep 
Score: -2095387.875000 Penalty: 3159.930908
	Iteration 34Q: 3 clusters Score -2095388 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6545 members 
Mstep: Class 2 contains 10150 members 
Entering Unmasked Estep 
Score: -2095391.500000 Penalty: 3159.930908
	Iteration 35Q: 3 clusters Score -2095392 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6521 members 
Mstep: Class 2 contains 10174 members 
Entering Unmasked Estep 
Score: -2095399.125000 Penalty: 3159.930908
	Iteration 36Q: 3 clusters Score -2095399 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6496 members 
Mstep: Class 2 contains 10199 members 
Entering Unmasked Estep 
Score: -2095398.125000 Penalty: 3159.930908
	Iteration 37Q: 3 clusters Score -2095398 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6480 members 
Mstep: Class 2 contains 10215 members 
Entering Unmasked Estep 
Score: -2095401.625000 Penalty: 3159.930908
	Iteration 38Q: 3 clusters Score -2095402 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6471 members 
Mstep: Class 2 contains 10224 members 
Entering Unmasked Estep 
Score: -2095401.125000 Penalty: 3159.930908
	Iteration 39Q: 3 clusters Score -2095401 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6463 members 
Mstep: Class 2 contains 10232 members 
Entering Unmasked Estep 
Score: -2095400.375000 Penalty: 3159.930908
	Iteration 40F: 3 clusters Score -2095400 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6452 members 
Mstep: Class 2 contains 10243 members 
Entering Unmasked Estep 
Score: -2095400.375000 Penalty: 3159.930908
	Iteration 41Q: 3 clusters Score -2095400 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6447 members 
Mstep: Class 2 contains 10248 members 
Entering Unmasked Estep 
Score: -2095402.250000 Penalty: 3159.930908
	Iteration 42Q: 3 clusters Score -2095402 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6444 members 
Mstep: Class 2 contains 10251 members 
Entering Unmasked Estep 
Score: -2095401.500000 Penalty: 3159.930908
	Iteration 43Q: 3 clusters Score -2095402 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6441 members 
Mstep: Class 2 contains 10254 members 
Entering Unmasked Estep 
Score: -2095401.375000 Penalty: 3159.930908
	Iteration 44Q: 3 clusters Score -2095401 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6437 members 
Mstep: Class 2 contains 10258 members 
Entering Unmasked Estep 
Score: -2095400.125000 Penalty: 3159.930908
	Iteration 45Q: 3 clusters Score -2095400 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6432 members 
Mstep: Class 2 contains 10263 members 
Entering Unmasked Estep 
Score: -2095401.000000 Penalty: 3159.930908
	Iteration 46Q: 3 clusters Score -2095401 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6424 members 
Mstep: Class 2 contains 10271 members 
Entering Unmasked Estep 
Score: -2095397.750000 Penalty: 3159.930908
	Iteration 47Q: 3 clusters Score -2095398 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6414 members 
Mstep: Class 2 contains 10281 members 
Entering Unmasked Estep 
Score: -2095401.000000 Penalty: 3159.930908
	Iteration 48Q: 3 clusters Score -2095401 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6407 members 
Mstep: Class 2 contains 10288 members 
Entering Unmasked Estep 
Score: -2095405.000000 Penalty: 3159.930908
	Iteration 49Q: 3 clusters Score -2095405 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6395 members 
Mstep: Class 2 contains 10300 members 
Entering Unmasked Estep 
Score: -2095406.125000 Penalty: 3159.930908
	Iteration 50Q: 3 clusters Score -2095406 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6388 members 
Mstep: Class 2 contains 10307 members 
Entering Unmasked Estep 
Score: -2095404.500000 Penalty: 3159.930908
	Iteration 51Q: 3 clusters Score -2095404 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6379 members 
Mstep: Class 2 contains 10316 members 
Entering Unmasked Estep 
Score: -2095404.250000 Penalty: 3159.930908
	Iteration 52Q: 3 clusters Score -2095404 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6374 members 
Mstep: Class 2 contains 10321 members 
Entering Unmasked Estep 
Score: -2095405.875000 Penalty: 3159.930908
	Iteration 53Q: 3 clusters Score -2095406 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6371 members 
Mstep: Class 2 contains 10324 members 
Entering Unmasked Estep 
Score: -2095406.875000 Penalty: 3159.930908
	Iteration 54Q: 3 clusters Score -2095407 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6367 members 
Mstep: Class 2 contains 10328 members 
Entering Unmasked Estep 
Score: -2095404.625000 Penalty: 3159.930908
	Iteration 55Q: 3 clusters Score -2095405 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6366 members 
Mstep: Class 2 contains 10329 members 
Entering Unmasked Estep 
Score: -2095404.750000 Penalty: 3159.930908
	Iteration 56Q: 3 clusters Score -2095405 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6366 members 
Mstep: Class 2 contains 10329 members 
Entering Unmasked Estep 
Score: -2095404.750000 Penalty: 3159.930908
	Iteration 57F: 3 clusters Score -2095405 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 9389 members 
Mstep: Class 3 contains 99433 members 
Mstep: Class 4 contains 11673 members 
Mstep: Class 5 contains 2289 members 
Mstep: Class 6 contains 35379 members 
Mstep: Class 7 contains 18834 members 
Mstep: Class 8 contains 7948 members 
Mstep: Class 9 contains 18448 members 
Mstep: Class 10 contains 25112 members 
Mstep: Class 11 contains 5927 members 
Mstep: Class 12 contains 3302 members 
Mstep: Class 13 contains 18782 members 
Mstep: Class 14 contains 38247 members 
Mstep: Class 15 contains 49406 members 
Mstep: Class 16 contains 4129 members 
Mstep: Class 17 contains 6545 members 
Mstep: Class 18 contains 51279 members 
Mstep: Class 19 contains 2187 members 
Mstep: Class 20 contains 2584 members 
Mstep: Class 21 contains 858 members 
Mstep: Class 22 contains 3294 members 
Mstep: Class 23 contains 46276 members 
Mstep: Class 24 contains 12910 members 
Mstep: Class 25 contains 12629 members 
Mstep: Class 26 contains 1900 members 
Mstep: Class 27 contains 8724 members 
Mstep: Class 28 contains 2366 members 
Mstep: Class 29 contains 23498 members 
Mstep: Class 30 contains 51737 members 
Mstep: Class 31 contains 2981 members 
Mstep: Class 32 contains 20603 members 
Mstep: Class 33 contains 12269 members 
Mstep: Class 34 contains 6366 members 
Mstep: Class 35 contains 149875 members 
Mstep: Class 36 contains 1820 members 
Mstep: Class 37 contains 18543 members 
Mstep: Class 38 contains 6471 members 
Mstep: Class 39 contains 2370 members 
Mstep: Class 40 contains 13402 members 
Mstep: Class 41 contains 10329 members 
Entering Unmasked Estep 
Score: -100282648.000000 Penalty: 90728.781250
Splitting cluster 34 changes total score from -100280720.000000 to -100282648.000000
So it's getting split into cluster 41.
Entering ConstructFrom: 
Trying to split cluster 35 (149875 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149875 members 
Entering Unmasked Estep 
Score: -19250344.000000 Penalty: 1936.603027
	Iteration 0F: 2 clusters Score -1.925034e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75162 members 
Mstep: Class 2 contains 74713 members 
Entering Unmasked Estep 
Score: -19169672.000000 Penalty: 3873.206055
	Iteration 0F: 3 clusters Score -1.916967e+07 nChanged 72242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77788 members 
Mstep: Class 2 contains 72087 members 
Entering Unmasked Estep 
Score: -19212028.000000 Penalty: 3873.206055
	Iteration 1F: 3 clusters Score -1.921203e+07 nChanged 4942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79024 members 
Mstep: Class 2 contains 70851 members 
Entering Unmasked Estep 
Score: -19213332.000000 Penalty: 3873.206055
	Iteration 2Q: 3 clusters Score -1.921333e+07 nChanged 5671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80761 members 
Mstep: Class 2 contains 69114 members 
Entering Unmasked Estep 
Score: -19215186.000000 Penalty: 3873.206055
	Iteration 3Q: 3 clusters Score -1.921519e+07 nChanged 6717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83028 members 
Mstep: Class 2 contains 66847 members 
Entering Unmasked Estep 
Score: -19218200.000000 Penalty: 3873.206055
	Iteration 4Q: 3 clusters Score -1.92182e+07 nChanged 7942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86018 members 
Mstep: Class 2 contains 63857 members 
Entering Unmasked Estep 
Score: -19222172.000000 Penalty: 3873.206055
	Iteration 5F: 3 clusters Score -1.922217e+07 nChanged 8647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89831 members 
Mstep: Class 2 contains 60044 members 
Entering Unmasked Estep 
Score: -19227044.000000 Penalty: 3873.206055
	Iteration 6F: 3 clusters Score -1.922704e+07 nChanged 8589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94558 members 
Mstep: Class 2 contains 55317 members 
Entering Unmasked Estep 
Score: -19231828.000000 Penalty: 3873.206055
	Iteration 7F: 3 clusters Score -1.923183e+07 nChanged 8099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99867 members 
Mstep: Class 2 contains 50008 members 
Entering Unmasked Estep 
Score: -19236184.000000 Penalty: 3873.206055
	Iteration 8F: 3 clusters Score -1.923618e+07 nChanged 7367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105516 members 
Mstep: Class 2 contains 44359 members 
Entering Unmasked Estep 
Score: -19240028.000000 Penalty: 3873.206055
	Iteration 9Q: 3 clusters Score -1.924003e+07 nChanged 6453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111185 members 
Mstep: Class 2 contains 38690 members 
Entering Unmasked Estep 
Score: -19243228.000000 Penalty: 3873.206055
	Iteration 10Q: 3 clusters Score -1.924323e+07 nChanged 5797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116612 members 
Mstep: Class 2 contains 33263 members 
Entering Unmasked Estep 
Score: -19246050.000000 Penalty: 3873.206055
	Iteration 11Q: 3 clusters Score -1.924605e+07 nChanged 5281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121777 members 
Mstep: Class 2 contains 28098 members 
Entering Unmasked Estep 
Score: -19248156.000000 Penalty: 3873.206055
	Iteration 12Q: 3 clusters Score -1.924816e+07 nChanged 4746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126471 members 
Mstep: Class 2 contains 23404 members 
Entering Unmasked Estep 
Score: -19249508.000000 Penalty: 3873.206055
	Iteration 13Q: 3 clusters Score -1.924951e+07 nChanged 4155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130600 members 
Mstep: Class 2 contains 19275 members 
Entering Unmasked Estep 
Score: -19250428.000000 Penalty: 3873.206055
	Iteration 14Q: 3 clusters Score -1.925043e+07 nChanged 3609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134191 members 
Mstep: Class 2 contains 15684 members 
Entering Unmasked Estep 
Score: -19251018.000000 Penalty: 3873.206055
	Iteration 15Q: 3 clusters Score -1.925102e+07 nChanged 2992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137169 members 
Mstep: Class 2 contains 12706 members 
Entering Unmasked Estep 
Score: -19251122.000000 Penalty: 3873.206055
	Iteration 16Q: 3 clusters Score -1.925112e+07 nChanged 2411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139562 members 
Mstep: Class 2 contains 10313 members 
Entering Unmasked Estep 
Score: -19251252.000000 Penalty: 3873.206055
	Iteration 17Q: 3 clusters Score -1.925125e+07 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141426 members 
Mstep: Class 2 contains 8449 members 
Entering Unmasked Estep 
Score: -19251278.000000 Penalty: 3873.206055
	Iteration 18Q: 3 clusters Score -1.925128e+07 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142865 members 
Mstep: Class 2 contains 7010 members 
Entering Unmasked Estep 
Score: -19251082.000000 Penalty: 3873.206055
	Iteration 19Q: 3 clusters Score -1.925108e+07 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144004 members 
Mstep: Class 2 contains 5871 members 
Entering Unmasked Estep 
Score: -19250798.000000 Penalty: 3873.206055
	Iteration 20F: 3 clusters Score -1.92508e+07 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144826 members 
Mstep: Class 2 contains 5049 members 
Entering Unmasked Estep 
Score: -19250642.000000 Penalty: 3873.206055
	Iteration 21Q: 3 clusters Score -1.925064e+07 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145476 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -19250550.000000 Penalty: 3873.206055
	Iteration 22Q: 3 clusters Score -1.925055e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145995 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -19250420.000000 Penalty: 3873.206055
	Iteration 23Q: 3 clusters Score -1.925042e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146367 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -19250310.000000 Penalty: 3873.206055
	Iteration 24Q: 3 clusters Score -1.925031e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146664 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -19250246.000000 Penalty: 3873.206055
	Iteration 25Q: 3 clusters Score -1.925025e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146902 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -19250186.000000 Penalty: 3873.206055
	Iteration 26Q: 3 clusters Score -1.925019e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147096 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -19250120.000000 Penalty: 3873.206055
	Iteration 27Q: 3 clusters Score -1.925012e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147253 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -19250086.000000 Penalty: 3873.206055
	Iteration 28Q: 3 clusters Score -1.925009e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147368 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -19250014.000000 Penalty: 3873.206055
	Iteration 29Q: 3 clusters Score -1.925001e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147477 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -19249998.000000 Penalty: 3873.206055
	Iteration 30Q: 3 clusters Score -1.925e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147579 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -19249950.000000 Penalty: 3873.206055
	Iteration 31Q: 3 clusters Score -1.924995e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147650 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -19249958.000000 Penalty: 3873.206055
	Iteration 32Q: 3 clusters Score -1.924996e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147714 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -19249940.000000 Penalty: 3873.206055
	Iteration 33Q: 3 clusters Score -1.924994e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147771 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -19249936.000000 Penalty: 3873.206055
	Iteration 34Q: 3 clusters Score -1.924994e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147828 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -19249914.000000 Penalty: 3873.206055
	Iteration 35Q: 3 clusters Score -1.924991e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147894 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -19249918.000000 Penalty: 3873.206055
	Iteration 36Q: 3 clusters Score -1.924992e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147939 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -19249932.000000 Penalty: 3873.206055
	Iteration 37Q: 3 clusters Score -1.924993e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148001 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -19249916.000000 Penalty: 3873.206055
	Iteration 38Q: 3 clusters Score -1.924992e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148039 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -19249916.000000 Penalty: 3873.206055
	Iteration 39Q: 3 clusters Score -1.924992e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148065 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -19249922.000000 Penalty: 3873.206055
	Iteration 40F: 3 clusters Score -1.924992e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148093 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -19249896.000000 Penalty: 3873.206055
	Iteration 41Q: 3 clusters Score -1.92499e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148117 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -19249892.000000 Penalty: 3873.206055
	Iteration 42Q: 3 clusters Score -1.924989e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148137 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -19249892.000000 Penalty: 3873.206055
	Iteration 43Q: 3 clusters Score -1.924989e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148157 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -19249910.000000 Penalty: 3873.206055
	Iteration 44Q: 3 clusters Score -1.924991e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148170 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -19249906.000000 Penalty: 3873.206055
	Iteration 45Q: 3 clusters Score -1.924991e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148186 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -19249882.000000 Penalty: 3873.206055
	Iteration 46Q: 3 clusters Score -1.924988e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148201 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -19249866.000000 Penalty: 3873.206055
	Iteration 47Q: 3 clusters Score -1.924987e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148210 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -19249876.000000 Penalty: 3873.206055
	Iteration 48Q: 3 clusters Score -1.924988e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148221 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -19249876.000000 Penalty: 3873.206055
	Iteration 49Q: 3 clusters Score -1.924988e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148232 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -19249874.000000 Penalty: 3873.206055
	Iteration 50Q: 3 clusters Score -1.924987e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148243 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -19249868.000000 Penalty: 3873.206055
	Iteration 51Q: 3 clusters Score -1.924987e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148250 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -19249852.000000 Penalty: 3873.206055
	Iteration 52Q: 3 clusters Score -1.924985e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148254 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -19249856.000000 Penalty: 3873.206055
	Iteration 53Q: 3 clusters Score -1.924986e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148254 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -19249864.000000 Penalty: 3873.206055
	Iteration 54Q: 3 clusters Score -1.924986e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148259 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -19249862.000000 Penalty: 3873.206055
	Iteration 55Q: 3 clusters Score -1.924986e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148265 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -19249878.000000 Penalty: 3873.206055
	Iteration 56Q: 3 clusters Score -1.924988e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148270 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -19249862.000000 Penalty: 3873.206055
	Iteration 57Q: 3 clusters Score -1.924986e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148269 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -19249862.000000 Penalty: 3873.206055
	Iteration 58Q: 3 clusters Score -1.924986e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148272 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -19249872.000000 Penalty: 3873.206055
	Iteration 59Q: 3 clusters Score -1.924987e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148273 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -19249866.000000 Penalty: 3873.206055
	Iteration 60F: 3 clusters Score -1.924987e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 9389 members 
Mstep: Class 3 contains 99433 members 
Mstep: Class 4 contains 11673 members 
Mstep: Class 5 contains 2289 members 
Mstep: Class 6 contains 35379 members 
Mstep: Class 7 contains 18834 members 
Mstep: Class 8 contains 7948 members 
Mstep: Class 9 contains 18448 members 
Mstep: Class 10 contains 25112 members 
Mstep: Class 11 contains 5927 members 
Mstep: Class 12 contains 3302 members 
Mstep: Class 13 contains 18782 members 
Mstep: Class 14 contains 38247 members 
Mstep: Class 15 contains 49406 members 
Mstep: Class 16 contains 4129 members 
Mstep: Class 17 contains 6545 members 
Mstep: Class 18 contains 51279 members 
Mstep: Class 19 contains 2187 members 
Mstep: Class 20 contains 2584 members 
Mstep: Class 21 contains 858 members 
Mstep: Class 22 contains 3294 members 
Mstep: Class 23 contains 46276 members 
Mstep: Class 24 contains 12910 members 
Mstep: Class 25 contains 12629 members 
Mstep: Class 26 contains 1900 members 
Mstep: Class 27 contains 8724 members 
Mstep: Class 28 contains 2366 members 
Mstep: Class 29 contains 23498 members 
Mstep: Class 30 contains 51737 members 
Mstep: Class 31 contains 2981 members 
Mstep: Class 32 contains 20603 members 
Mstep: Class 33 contains 12269 members 
Mstep: Class 34 contains 6366 members 
Mstep: Class 35 contains 149875 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100286808.000000 Penalty: 90728.781250
Iteration 79Q: 42 clusters Score -1.002868e+08 nChanged 6973
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 9398 members 
Mstep: Class 3 contains 100029 members 
Mstep: Class 4 contains 11816 members 
Mstep: Class 5 contains 2308 members 
Mstep: Class 6 contains 35354 members 
Mstep: Class 7 contains 18815 members 
Mstep: Class 8 contains 8122 members 
Mstep: Class 9 contains 18454 members 
Mstep: Class 10 contains 25252 members 
Mstep: Class 11 contains 5925 members 
Mstep: Class 12 contains 3270 members 
Mstep: Class 13 contains 18995 members 
Mstep: Class 14 contains 38164 members 
Mstep: Class 15 contains 49368 members 
Mstep: Class 16 contains 4117 members 
Mstep: Class 17 contains 6556 members 
Mstep: Class 18 contains 50979 members 
Mstep: Class 19 contains 2109 members 
Mstep: Class 20 contains 2587 members 
Mstep: Class 21 contains 944 members 
Mstep: Class 22 contains 3294 members 
Mstep: Class 23 contains 46285 members 
Mstep: Class 24 contains 13145 members 
Mstep: Class 25 contains 12633 members 
Mstep: Class 26 contains 2114 members 
Mstep: Class 27 contains 8774 members 
Mstep: Class 28 contains 2342 members 
Mstep: Class 29 contains 23516 members 
Mstep: Class 30 contains 51773 members 
Mstep: Class 31 contains 3013 members 
Mstep: Class 32 contains 21037 members 
Mstep: Class 33 contains 12186 members 
Mstep: Class 34 contains 6542 members 
Mstep: Class 35 contains 149850 members 
Mstep: Class 36 contains 1806 members 
Mstep: Class 37 contains 17621 members 
Mstep: Class 38 contains 6343 members 
Mstep: Class 39 contains 2160 members 
Mstep: Class 40 contains 12977 members 
Mstep: Class 41 contains 10141 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100290392.000000 Penalty: 90728.781250
Iteration 80F: 42 clusters Score -1.002904e+08 nChanged 5588
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 9323 members 
Mstep: Class 3 contains 99970 members 
Mstep: Class 4 contains 11456 members 
Mstep: Class 5 contains 2293 members 
Mstep: Class 6 contains 35317 members 
Mstep: Class 7 contains 18526 members 
Mstep: Class 8 contains 8097 members 
Mstep: Class 9 contains 18455 members 
Mstep: Class 10 contains 25306 members 
Mstep: Class 11 contains 5927 members 
Mstep: Class 12 contains 3260 members 
Mstep: Class 13 contains 18914 members 
Mstep: Class 14 contains 38112 members 
Mstep: Class 15 contains 49210 members 
Mstep: Class 16 contains 4095 members 
Mstep: Class 17 contains 6552 members 
Mstep: Class 18 contains 50678 members 
Mstep: Class 19 contains 2100 members 
Mstep: Class 20 contains 2617 members 
Mstep: Class 21 contains 976 members 
Mstep: Class 22 contains 3294 members 
Mstep: Class 23 contains 46267 members 
Mstep: Class 24 contains 13249 members 
Mstep: Class 25 contains 12621 members 
Mstep: Class 26 contains 2232 members 
Mstep: Class 27 contains 8798 members 
Mstep: Class 28 contains 2327 members 
Mstep: Class 29 contains 23507 members 
Mstep: Class 30 contains 51524 members 
Mstep: Class 31 contains 3032 members 
Mstep: Class 32 contains 21371 members 
Mstep: Class 33 contains 12098 members 
Mstep: Class 34 contains 6561 members 
Mstep: Class 35 contains 149798 members 
Mstep: Class 36 contains 1927 members 
Mstep: Class 37 contains 17734 members 
Mstep: Class 38 contains 6574 members 
Mstep: Class 39 contains 2443 members 
Mstep: Class 40 contains 13354 members 
Mstep: Class 41 contains 10221 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100291808.000000 Penalty: 90728.781250
Iteration 81Q: 42 clusters Score -1.002918e+08 nChanged 3746
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 9296 members 
Mstep: Class 3 contains 99928 members 
Mstep: Class 4 contains 11257 members 
Mstep: Class 5 contains 2284 members 
Mstep: Class 6 contains 35286 members 
Mstep: Class 7 contains 18281 members 
Mstep: Class 8 contains 8104 members 
Mstep: Class 9 contains 18449 members 
Mstep: Class 10 contains 25346 members 
Mstep: Class 11 contains 5937 members 
Mstep: Class 12 contains 3252 members 
Mstep: Class 13 contains 18933 members 
Mstep: Class 14 contains 38085 members 
Mstep: Class 15 contains 49076 members 
Mstep: Class 16 contains 4078 members 
Mstep: Class 17 contains 6555 members 
Mstep: Class 18 contains 50380 members 
Mstep: Class 19 contains 2100 members 
Mstep: Class 20 contains 2641 members 
Mstep: Class 21 contains 996 members 
Mstep: Class 22 contains 3294 members 
Mstep: Class 23 contains 46238 members 
Mstep: Class 24 contains 13325 members 
Mstep: Class 25 contains 12622 members 
Mstep: Class 26 contains 2327 members 
Mstep: Class 27 contains 8840 members 
Mstep: Class 28 contains 2320 members 
Mstep: Class 29 contains 23514 members 
Mstep: Class 30 contains 51316 members 
Mstep: Class 31 contains 3074 members 
Mstep: Class 32 contains 21718 members 
Mstep: Class 33 contains 12067 members 
Mstep: Class 34 contains 6550 members 
Mstep: Class 35 contains 149740 members 
Mstep: Class 36 contains 1982 members 
Mstep: Class 37 contains 17705 members 
Mstep: Class 38 contains 6755 members 
Mstep: Class 39 contains 2619 members 
Mstep: Class 40 contains 13569 members 
Mstep: Class 41 contains 10280 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100292832.000000 Penalty: 90728.781250
Iteration 82Q: 42 clusters Score -1.002928e+08 nChanged 3155
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 9268 members 
Mstep: Class 3 contains 99934 members 
Mstep: Class 4 contains 11102 members 
Mstep: Class 5 contains 2278 members 
Mstep: Class 6 contains 35258 members 
Mstep: Class 7 contains 18082 members 
Mstep: Class 8 contains 8112 members 
Mstep: Class 9 contains 18452 members 
Mstep: Class 10 contains 25396 members 
Mstep: Class 11 contains 5940 members 
Mstep: Class 12 contains 3250 members 
Mstep: Class 13 contains 18954 members 
Mstep: Class 14 contains 38092 members 
Mstep: Class 15 contains 48932 members 
Mstep: Class 16 contains 4058 members 
Mstep: Class 17 contains 6544 members 
Mstep: Class 18 contains 50141 members 
Mstep: Class 19 contains 2107 members 
Mstep: Class 20 contains 2668 members 
Mstep: Class 21 contains 1012 members 
Mstep: Class 22 contains 3297 members 
Mstep: Class 23 contains 46209 members 
Mstep: Class 24 contains 13374 members 
Mstep: Class 25 contains 12623 members 
Mstep: Class 26 contains 2425 members 
Mstep: Class 27 contains 8881 members 
Mstep: Class 28 contains 2317 members 
Mstep: Class 29 contains 23531 members 
Mstep: Class 30 contains 51140 members 
Mstep: Class 31 contains 3109 members 
Mstep: Class 32 contains 21994 members 
Mstep: Class 33 contains 12030 members 
Mstep: Class 34 contains 6523 members 
Mstep: Class 35 contains 149666 members 
Mstep: Class 36 contains 2031 members 
Mstep: Class 37 contains 17617 members 
Mstep: Class 38 contains 6946 members 
Mstep: Class 39 contains 2737 members 
Mstep: Class 40 contains 13767 members 
Mstep: Class 41 contains 10324 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100293696.000000 Penalty: 90728.781250
Iteration 83Q: 42 clusters Score -1.002937e+08 nChanged 2762
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 9212 members 
Mstep: Class 3 contains 99997 members 
Mstep: Class 4 contains 10958 members 
Mstep: Class 5 contains 2279 members 
Mstep: Class 6 contains 35233 members 
Mstep: Class 7 contains 17917 members 
Mstep: Class 8 contains 8116 members 
Mstep: Class 9 contains 18454 members 
Mstep: Class 10 contains 25423 members 
Mstep: Class 11 contains 5939 members 
Mstep: Class 12 contains 3248 members 
Mstep: Class 13 contains 18966 members 
Mstep: Class 14 contains 38104 members 
Mstep: Class 15 contains 48790 members 
Mstep: Class 16 contains 4044 members 
Mstep: Class 17 contains 6536 members 
Mstep: Class 18 contains 49933 members 
Mstep: Class 19 contains 2118 members 
Mstep: Class 20 contains 2700 members 
Mstep: Class 21 contains 1021 members 
Mstep: Class 22 contains 3299 members 
Mstep: Class 23 contains 46179 members 
Mstep: Class 24 contains 13410 members 
Mstep: Class 25 contains 12627 members 
Mstep: Class 26 contains 2502 members 
Mstep: Class 27 contains 8931 members 
Mstep: Class 28 contains 2311 members 
Mstep: Class 29 contains 23551 members 
Mstep: Class 30 contains 50988 members 
Mstep: Class 31 contains 3141 members 
Mstep: Class 32 contains 22198 members 
Mstep: Class 33 contains 12033 members 
Mstep: Class 34 contains 6498 members 
Mstep: Class 35 contains 149591 members 
Mstep: Class 36 contains 2089 members 
Mstep: Class 37 contains 17520 members 
Mstep: Class 38 contains 7111 members 
Mstep: Class 39 contains 2824 members 
Mstep: Class 40 contains 13985 members 
Mstep: Class 41 contains 10347 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100294400.000000 Penalty: 90728.781250
Iteration 84Q: 42 clusters Score -1.002944e+08 nChanged 2480
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 9158 members 
Mstep: Class 3 contains 100054 members 
Mstep: Class 4 contains 10851 members 
Mstep: Class 5 contains 2277 members 
Mstep: Class 6 contains 35216 members 
Mstep: Class 7 contains 17805 members 
Mstep: Class 8 contains 8118 members 
Mstep: Class 9 contains 18448 members 
Mstep: Class 10 contains 25443 members 
Mstep: Class 11 contains 5938 members 
Mstep: Class 12 contains 3246 members 
Mstep: Class 13 contains 18952 members 
Mstep: Class 14 contains 38121 members 
Mstep: Class 15 contains 48638 members 
Mstep: Class 16 contains 4029 members 
Mstep: Class 17 contains 6523 members 
Mstep: Class 18 contains 49750 members 
Mstep: Class 19 contains 2127 members 
Mstep: Class 20 contains 2741 members 
Mstep: Class 21 contains 1029 members 
Mstep: Class 22 contains 3302 members 
Mstep: Class 23 contains 46156 members 
Mstep: Class 24 contains 13436 members 
Mstep: Class 25 contains 12629 members 
Mstep: Class 26 contains 2560 members 
Mstep: Class 27 contains 8962 members 
Mstep: Class 28 contains 2311 members 
Mstep: Class 29 contains 23567 members 
Mstep: Class 30 contains 50844 members 
Mstep: Class 31 contains 3165 members 
Mstep: Class 32 contains 22412 members 
Mstep: Class 33 contains 12048 members 
Mstep: Class 34 contains 6491 members 
Mstep: Class 35 contains 149504 members 
Mstep: Class 36 contains 2150 members 
Mstep: Class 37 contains 17437 members 
Mstep: Class 38 contains 7263 members 
Mstep: Class 39 contains 2915 members 
Mstep: Class 40 contains 14143 members 
Mstep: Class 41 contains 10363 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100294872.000000 Penalty: 90728.781250
Iteration 85Q: 42 clusters Score -1.002949e+08 nChanged 2200
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 9102 members 
Mstep: Class 3 contains 100118 members 
Mstep: Class 4 contains 10779 members 
Mstep: Class 5 contains 2275 members 
Mstep: Class 6 contains 35190 members 
Mstep: Class 7 contains 17687 members 
Mstep: Class 8 contains 8125 members 
Mstep: Class 9 contains 18444 members 
Mstep: Class 10 contains 25473 members 
Mstep: Class 11 contains 5937 members 
Mstep: Class 12 contains 3243 members 
Mstep: Class 13 contains 18958 members 
Mstep: Class 14 contains 38140 members 
Mstep: Class 15 contains 48507 members 
Mstep: Class 16 contains 4018 members 
Mstep: Class 17 contains 6511 members 
Mstep: Class 18 contains 49591 members 
Mstep: Class 19 contains 2138 members 
Mstep: Class 20 contains 2768 members 
Mstep: Class 21 contains 1040 members 
Mstep: Class 22 contains 3304 members 
Mstep: Class 23 contains 46127 members 
Mstep: Class 24 contains 13446 members 
Mstep: Class 25 contains 12636 members 
Mstep: Class 26 contains 2603 members 
Mstep: Class 27 contains 9009 members 
Mstep: Class 28 contains 2312 members 
Mstep: Class 29 contains 23584 members 
Mstep: Class 30 contains 50706 members 
Mstep: Class 31 contains 3184 members 
Mstep: Class 32 contains 22581 members 
Mstep: Class 33 contains 12073 members 
Mstep: Class 34 contains 6477 members 
Mstep: Class 35 contains 149431 members 
Mstep: Class 36 contains 2201 members 
Mstep: Class 37 contains 17351 members 
Mstep: Class 38 contains 7418 members 
Mstep: Class 39 contains 2982 members 
Mstep: Class 40 contains 14271 members 
Mstep: Class 41 contains 10382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100295344.000000 Penalty: 90728.781250
Iteration 86Q: 42 clusters Score -1.002953e+08 nChanged 2020
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 9055 members 
Mstep: Class 3 contains 100164 members 
Mstep: Class 4 contains 10722 members 
Mstep: Class 5 contains 2272 members 
Mstep: Class 6 contains 35163 members 
Mstep: Class 7 contains 17561 members 
Mstep: Class 8 contains 8132 members 
Mstep: Class 9 contains 18443 members 
Mstep: Class 10 contains 25507 members 
Mstep: Class 11 contains 5941 members 
Mstep: Class 12 contains 3242 members 
Mstep: Class 13 contains 18979 members 
Mstep: Class 14 contains 38175 members 
Mstep: Class 15 contains 48388 members 
Mstep: Class 16 contains 4003 members 
Mstep: Class 17 contains 6497 members 
Mstep: Class 18 contains 49420 members 
Mstep: Class 19 contains 2161 members 
Mstep: Class 20 contains 2797 members 
Mstep: Class 21 contains 1050 members 
Mstep: Class 22 contains 3305 members 
Mstep: Class 23 contains 46104 members 
Mstep: Class 24 contains 13442 members 
Mstep: Class 25 contains 12641 members 
Mstep: Class 26 contains 2636 members 
Mstep: Class 27 contains 9052 members 
Mstep: Class 28 contains 2312 members 
Mstep: Class 29 contains 23610 members 
Mstep: Class 30 contains 50571 members 
Mstep: Class 31 contains 3203 members 
Mstep: Class 32 contains 22740 members 
Mstep: Class 33 contains 12104 members 
Mstep: Class 34 contains 6463 members 
Mstep: Class 35 contains 149359 members 
Mstep: Class 36 contains 2237 members 
Mstep: Class 37 contains 17310 members 
Mstep: Class 38 contains 7577 members 
Mstep: Class 39 contains 3021 members 
Mstep: Class 40 contains 14358 members 
Mstep: Class 41 contains 10405 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100295600.000000 Penalty: 90728.781250
Iteration 87Q: 42 clusters Score -1.002956e+08 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 9025 members 
Mstep: Class 3 contains 100218 members 
Mstep: Class 4 contains 10666 members 
Mstep: Class 5 contains 2272 members 
Mstep: Class 6 contains 35134 members 
Mstep: Class 7 contains 17436 members 
Mstep: Class 8 contains 8143 members 
Mstep: Class 9 contains 18443 members 
Mstep: Class 10 contains 25535 members 
Mstep: Class 11 contains 5945 members 
Mstep: Class 12 contains 3243 members 
Mstep: Class 13 contains 18998 members 
Mstep: Class 14 contains 38211 members 
Mstep: Class 15 contains 48254 members 
Mstep: Class 16 contains 3996 members 
Mstep: Class 17 contains 6490 members 
Mstep: Class 18 contains 49272 members 
Mstep: Class 19 contains 2200 members 
Mstep: Class 20 contains 2816 members 
Mstep: Class 21 contains 1060 members 
Mstep: Class 22 contains 3308 members 
Mstep: Class 23 contains 46081 members 
Mstep: Class 24 contains 13429 members 
Mstep: Class 25 contains 12642 members 
Mstep: Class 26 contains 2661 members 
Mstep: Class 27 contains 9090 members 
Mstep: Class 28 contains 2312 members 
Mstep: Class 29 contains 23637 members 
Mstep: Class 30 contains 50443 members 
Mstep: Class 31 contains 3218 members 
Mstep: Class 32 contains 22859 members 
Mstep: Class 33 contains 12144 members 
Mstep: Class 34 contains 6451 members 
Mstep: Class 35 contains 149294 members 
Mstep: Class 36 contains 2259 members 
Mstep: Class 37 contains 17291 members 
Mstep: Class 38 contains 7735 members 
Mstep: Class 39 contains 3071 members 
Mstep: Class 40 contains 14416 members 
Mstep: Class 41 contains 10424 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100296152.000000 Penalty: 90728.781250
Iteration 88Q: 42 clusters Score -1.002962e+08 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 8996 members 
Mstep: Class 3 contains 100263 members 
Mstep: Class 4 contains 10643 members 
Mstep: Class 5 contains 2271 members 
Mstep: Class 6 contains 35110 members 
Mstep: Class 7 contains 17306 members 
Mstep: Class 8 contains 8151 members 
Mstep: Class 9 contains 18444 members 
Mstep: Class 10 contains 25560 members 
Mstep: Class 11 contains 5946 members 
Mstep: Class 12 contains 3243 members 
Mstep: Class 13 contains 19010 members 
Mstep: Class 14 contains 38246 members 
Mstep: Class 15 contains 48147 members 
Mstep: Class 16 contains 3985 members 
Mstep: Class 17 contains 6486 members 
Mstep: Class 18 contains 49124 members 
Mstep: Class 19 contains 2246 members 
Mstep: Class 20 contains 2833 members 
Mstep: Class 21 contains 1068 members 
Mstep: Class 22 contains 3308 members 
Mstep: Class 23 contains 46057 members 
Mstep: Class 24 contains 13405 members 
Mstep: Class 25 contains 12645 members 
Mstep: Class 26 contains 2683 members 
Mstep: Class 27 contains 9124 members 
Mstep: Class 28 contains 2313 members 
Mstep: Class 29 contains 23663 members 
Mstep: Class 30 contains 50343 members 
Mstep: Class 31 contains 3246 members 
Mstep: Class 32 contains 22957 members 
Mstep: Class 33 contains 12170 members 
Mstep: Class 34 contains 6444 members 
Mstep: Class 35 contains 149211 members 
Mstep: Class 36 contains 2284 members 
Mstep: Class 37 contains 17281 members 
Mstep: Class 38 contains 7911 members 
Mstep: Class 39 contains 3111 members 
Mstep: Class 40 contains 14454 members 
Mstep: Class 41 contains 10434 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100296240.000000 Penalty: 90728.781250
Iteration 89Q: 42 clusters Score -1.002962e+08 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 8982 members 
Mstep: Class 3 contains 100321 members 
Mstep: Class 4 contains 10612 members 
Mstep: Class 5 contains 2270 members 
Mstep: Class 6 contains 35080 members 
Mstep: Class 7 contains 17220 members 
Mstep: Class 8 contains 8152 members 
Mstep: Class 9 contains 18446 members 
Mstep: Class 10 contains 25592 members 
Mstep: Class 11 contains 5948 members 
Mstep: Class 12 contains 3243 members 
Mstep: Class 13 contains 19010 members 
Mstep: Class 14 contains 38266 members 
Mstep: Class 15 contains 48056 members 
Mstep: Class 16 contains 3977 members 
Mstep: Class 17 contains 6482 members 
Mstep: Class 18 contains 49020 members 
Mstep: Class 19 contains 2295 members 
Mstep: Class 20 contains 2844 members 
Mstep: Class 21 contains 1073 members 
Mstep: Class 22 contains 3309 members 
Mstep: Class 23 contains 46028 members 
Mstep: Class 24 contains 13386 members 
Mstep: Class 25 contains 12645 members 
Mstep: Class 26 contains 2698 members 
Mstep: Class 27 contains 9153 members 
Mstep: Class 28 contains 2314 members 
Mstep: Class 29 contains 23685 members 
Mstep: Class 30 contains 50227 members 
Mstep: Class 31 contains 3261 members 
Mstep: Class 32 contains 23044 members 
Mstep: Class 33 contains 12201 members 
Mstep: Class 34 contains 6437 members 
Mstep: Class 35 contains 149121 members 
Mstep: Class 36 contains 2294 members 
Mstep: Class 37 contains 17283 members 
Mstep: Class 38 contains 8052 members 
Mstep: Class 39 contains 3159 members 
Mstep: Class 40 contains 14497 members 
Mstep: Class 41 contains 10439 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100296632.000000 Penalty: 90728.781250
Iteration 90Q: 42 clusters Score -1.002966e+08 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 8972 members 
Mstep: Class 3 contains 100361 members 
Mstep: Class 4 contains 10593 members 
Mstep: Class 5 contains 2270 members 
Mstep: Class 6 contains 35040 members 
Mstep: Class 7 contains 17127 members 
Mstep: Class 8 contains 8154 members 
Mstep: Class 9 contains 18447 members 
Mstep: Class 10 contains 25630 members 
Mstep: Class 11 contains 5955 members 
Mstep: Class 12 contains 3243 members 
Mstep: Class 13 contains 19008 members 
Mstep: Class 14 contains 38271 members 
Mstep: Class 15 contains 47957 members 
Mstep: Class 16 contains 3970 members 
Mstep: Class 17 contains 6479 members 
Mstep: Class 18 contains 48909 members 
Mstep: Class 19 contains 2341 members 
Mstep: Class 20 contains 2851 members 
Mstep: Class 21 contains 1077 members 
Mstep: Class 22 contains 3312 members 
Mstep: Class 23 contains 46007 members 
Mstep: Class 24 contains 13376 members 
Mstep: Class 25 contains 12645 members 
Mstep: Class 26 contains 2713 members 
Mstep: Class 27 contains 9184 members 
Mstep: Class 28 contains 2314 members 
Mstep: Class 29 contains 23719 members 
Mstep: Class 30 contains 50123 members 
Mstep: Class 31 contains 3277 members 
Mstep: Class 32 contains 23137 members 
Mstep: Class 33 contains 12237 members 
Mstep: Class 34 contains 6432 members 
Mstep: Class 35 contains 149048 members 
Mstep: Class 36 contains 2303 members 
Mstep: Class 37 contains 17279 members 
Mstep: Class 38 contains 8179 members 
Mstep: Class 39 contains 3211 members 
Mstep: Class 40 contains 14526 members 
Mstep: Class 41 contains 10445 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100296920.000000 Penalty: 90728.781250
Iteration 91Q: 42 clusters Score -1.002969e+08 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 8961 members 
Mstep: Class 3 contains 100404 members 
Mstep: Class 4 contains 10577 members 
Mstep: Class 5 contains 2269 members 
Mstep: Class 6 contains 35010 members 
Mstep: Class 7 contains 17094 members 
Mstep: Class 8 contains 8160 members 
Mstep: Class 9 contains 18447 members 
Mstep: Class 10 contains 25672 members 
Mstep: Class 11 contains 5962 members 
Mstep: Class 12 contains 3245 members 
Mstep: Class 13 contains 19011 members 
Mstep: Class 14 contains 38282 members 
Mstep: Class 15 contains 47858 members 
Mstep: Class 16 contains 3954 members 
Mstep: Class 17 contains 6476 members 
Mstep: Class 18 contains 48800 members 
Mstep: Class 19 contains 2374 members 
Mstep: Class 20 contains 2858 members 
Mstep: Class 21 contains 1079 members 
Mstep: Class 22 contains 3316 members 
Mstep: Class 23 contains 45981 members 
Mstep: Class 24 contains 13369 members 
Mstep: Class 25 contains 12645 members 
Mstep: Class 26 contains 2726 members 
Mstep: Class 27 contains 9207 members 
Mstep: Class 28 contains 2314 members 
Mstep: Class 29 contains 23753 members 
Mstep: Class 30 contains 50034 members 
Mstep: Class 31 contains 3305 members 
Mstep: Class 32 contains 23223 members 
Mstep: Class 33 contains 12258 members 
Mstep: Class 34 contains 6424 members 
Mstep: Class 35 contains 148981 members 
Mstep: Class 36 contains 2315 members 
Mstep: Class 37 contains 17274 members 
Mstep: Class 38 contains 8256 members 
Mstep: Class 39 contains 3245 members 
Mstep: Class 40 contains 14550 members 
Mstep: Class 41 contains 10453 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100296864.000000 Penalty: 90728.781250
Iteration 92Q: 42 clusters Score -1.002969e+08 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 8944 members 
Mstep: Class 3 contains 100448 members 
Mstep: Class 4 contains 10563 members 
Mstep: Class 5 contains 2269 members 
Mstep: Class 6 contains 34974 members 
Mstep: Class 7 contains 17068 members 
Mstep: Class 8 contains 8160 members 
Mstep: Class 9 contains 18449 members 
Mstep: Class 10 contains 25710 members 
Mstep: Class 11 contains 5982 members 
Mstep: Class 12 contains 3243 members 
Mstep: Class 13 contains 19019 members 
Mstep: Class 14 contains 38284 members 
Mstep: Class 15 contains 47750 members 
Mstep: Class 16 contains 3944 members 
Mstep: Class 17 contains 6471 members 
Mstep: Class 18 contains 48696 members 
Mstep: Class 19 contains 2399 members 
Mstep: Class 20 contains 2854 members 
Mstep: Class 21 contains 1086 members 
Mstep: Class 22 contains 3319 members 
Mstep: Class 23 contains 45956 members 
Mstep: Class 24 contains 13369 members 
Mstep: Class 25 contains 12645 members 
Mstep: Class 26 contains 2741 members 
Mstep: Class 27 contains 9238 members 
Mstep: Class 28 contains 2314 members 
Mstep: Class 29 contains 23768 members 
Mstep: Class 30 contains 49993 members 
Mstep: Class 31 contains 3333 members 
Mstep: Class 32 contains 23314 members 
Mstep: Class 33 contains 12308 members 
Mstep: Class 34 contains 6417 members 
Mstep: Class 35 contains 148914 members 
Mstep: Class 36 contains 2322 members 
Mstep: Class 37 contains 17274 members 
Mstep: Class 38 contains 8299 members 
Mstep: Class 39 contains 3254 members 
Mstep: Class 40 contains 14573 members 
Mstep: Class 41 contains 10458 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100296888.000000 Penalty: 90728.781250
Iteration 93Q: 42 clusters Score -1.002969e+08 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 8933 members 
Mstep: Class 3 contains 100492 members 
Mstep: Class 4 contains 10552 members 
Mstep: Class 5 contains 2269 members 
Mstep: Class 6 contains 34950 members 
Mstep: Class 7 contains 17057 members 
Mstep: Class 8 contains 8166 members 
Mstep: Class 9 contains 18445 members 
Mstep: Class 10 contains 25743 members 
Mstep: Class 11 contains 6006 members 
Mstep: Class 12 contains 3242 members 
Mstep: Class 13 contains 19034 members 
Mstep: Class 14 contains 38285 members 
Mstep: Class 15 contains 47642 members 
Mstep: Class 16 contains 3935 members 
Mstep: Class 17 contains 6466 members 
Mstep: Class 18 contains 48604 members 
Mstep: Class 19 contains 2435 members 
Mstep: Class 20 contains 2849 members 
Mstep: Class 21 contains 1089 members 
Mstep: Class 22 contains 3318 members 
Mstep: Class 23 contains 45928 members 
Mstep: Class 24 contains 13363 members 
Mstep: Class 25 contains 12645 members 
Mstep: Class 26 contains 2755 members 
Mstep: Class 27 contains 9255 members 
Mstep: Class 28 contains 2314 members 
Mstep: Class 29 contains 23774 members 
Mstep: Class 30 contains 49959 members 
Mstep: Class 31 contains 3363 members 
Mstep: Class 32 contains 23387 members 
Mstep: Class 33 contains 12337 members 
Mstep: Class 34 contains 6409 members 
Mstep: Class 35 contains 148860 members 
Mstep: Class 36 contains 2331 members 
Mstep: Class 37 contains 17276 members 
Mstep: Class 38 contains 8339 members 
Mstep: Class 39 contains 3267 members 
Mstep: Class 40 contains 14586 members 
Mstep: Class 41 contains 10462 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100297120.000000 Penalty: 90728.781250
Iteration 94Q: 42 clusters Score -1.002971e+08 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 8926 members 
Mstep: Class 3 contains 100525 members 
Mstep: Class 4 contains 10546 members 
Mstep: Class 5 contains 2269 members 
Mstep: Class 6 contains 34923 members 
Mstep: Class 7 contains 17054 members 
Mstep: Class 8 contains 8162 members 
Mstep: Class 9 contains 18438 members 
Mstep: Class 10 contains 25779 members 
Mstep: Class 11 contains 6029 members 
Mstep: Class 12 contains 3241 members 
Mstep: Class 13 contains 19042 members 
Mstep: Class 14 contains 38289 members 
Mstep: Class 15 contains 47531 members 
Mstep: Class 16 contains 3926 members 
Mstep: Class 17 contains 6460 members 
Mstep: Class 18 contains 48528 members 
Mstep: Class 19 contains 2480 members 
Mstep: Class 20 contains 2844 members 
Mstep: Class 21 contains 1090 members 
Mstep: Class 22 contains 3320 members 
Mstep: Class 23 contains 45911 members 
Mstep: Class 24 contains 13362 members 
Mstep: Class 25 contains 12645 members 
Mstep: Class 26 contains 2766 members 
Mstep: Class 27 contains 9274 members 
Mstep: Class 28 contains 2314 members 
Mstep: Class 29 contains 23796 members 
Mstep: Class 30 contains 49913 members 
Mstep: Class 31 contains 3401 members 
Mstep: Class 32 contains 23438 members 
Mstep: Class 33 contains 12353 members 
Mstep: Class 34 contains 6405 members 
Mstep: Class 35 contains 148817 members 
Mstep: Class 36 contains 2341 members 
Mstep: Class 37 contains 17273 members 
Mstep: Class 38 contains 8365 members 
Mstep: Class 39 contains 3278 members 
Mstep: Class 40 contains 14600 members 
Mstep: Class 41 contains 10468 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100297200.000000 Penalty: 90728.781250
Iteration 95Q: 42 clusters Score -1.002972e+08 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 8915 members 
Mstep: Class 3 contains 100582 members 
Mstep: Class 4 contains 10541 members 
Mstep: Class 5 contains 2266 members 
Mstep: Class 6 contains 34892 members 
Mstep: Class 7 contains 17074 members 
Mstep: Class 8 contains 8158 members 
Mstep: Class 9 contains 18431 members 
Mstep: Class 10 contains 25822 members 
Mstep: Class 11 contains 6046 members 
Mstep: Class 12 contains 3241 members 
Mstep: Class 13 contains 19048 members 
Mstep: Class 14 contains 38300 members 
Mstep: Class 15 contains 47443 members 
Mstep: Class 16 contains 3919 members 
Mstep: Class 17 contains 6453 members 
Mstep: Class 18 contains 48462 members 
Mstep: Class 19 contains 2531 members 
Mstep: Class 20 contains 2843 members 
Mstep: Class 21 contains 1096 members 
Mstep: Class 22 contains 3321 members 
Mstep: Class 23 contains 45894 members 
Mstep: Class 24 contains 13347 members 
Mstep: Class 25 contains 12646 members 
Mstep: Class 26 contains 2782 members 
Mstep: Class 27 contains 9281 members 
Mstep: Class 28 contains 2313 members 
Mstep: Class 29 contains 23800 members 
Mstep: Class 30 contains 49869 members 
Mstep: Class 31 contains 3433 members 
Mstep: Class 32 contains 23465 members 
Mstep: Class 33 contains 12367 members 
Mstep: Class 34 contains 6397 members 
Mstep: Class 35 contains 148765 members 
Mstep: Class 36 contains 2349 members 
Mstep: Class 37 contains 17282 members 
Mstep: Class 38 contains 8378 members 
Mstep: Class 39 contains 3291 members 
Mstep: Class 40 contains 14600 members 
Mstep: Class 41 contains 10480 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100297016.000000 Penalty: 90728.781250
Iteration 96Q: 42 clusters Score -1.00297e+08 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 8917 members 
Mstep: Class 3 contains 100620 members 
Mstep: Class 4 contains 10536 members 
Mstep: Class 5 contains 2265 members 
Mstep: Class 6 contains 34867 members 
Mstep: Class 7 contains 17076 members 
Mstep: Class 8 contains 8155 members 
Mstep: Class 9 contains 18425 members 
Mstep: Class 10 contains 25859 members 
Mstep: Class 11 contains 6060 members 
Mstep: Class 12 contains 3241 members 
Mstep: Class 13 contains 19029 members 
Mstep: Class 14 contains 38298 members 
Mstep: Class 15 contains 47376 members 
Mstep: Class 16 contains 3916 members 
Mstep: Class 17 contains 6447 members 
Mstep: Class 18 contains 48411 members 
Mstep: Class 19 contains 2578 members 
Mstep: Class 20 contains 2841 members 
Mstep: Class 21 contains 1095 members 
Mstep: Class 22 contains 3321 members 
Mstep: Class 23 contains 45892 members 
Mstep: Class 24 contains 13337 members 
Mstep: Class 25 contains 12647 members 
Mstep: Class 26 contains 2792 members 
Mstep: Class 27 contains 9295 members 
Mstep: Class 28 contains 2313 members 
Mstep: Class 29 contains 23802 members 
Mstep: Class 30 contains 49845 members 
Mstep: Class 31 contains 3457 members 
Mstep: Class 32 contains 23505 members 
Mstep: Class 33 contains 12385 members 
Mstep: Class 34 contains 6393 members 
Mstep: Class 35 contains 148705 members 
Mstep: Class 36 contains 2353 members 
Mstep: Class 37 contains 17292 members 
Mstep: Class 38 contains 8386 members 
Mstep: Class 39 contains 3305 members 
Mstep: Class 40 contains 14597 members 
Mstep: Class 41 contains 10488 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100297096.000000 Penalty: 90728.781250
Iteration 97Q: 42 clusters Score -1.002971e+08 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 8914 members 
Mstep: Class 3 contains 100651 members 
Mstep: Class 4 contains 10535 members 
Mstep: Class 5 contains 2265 members 
Mstep: Class 6 contains 34840 members 
Mstep: Class 7 contains 17087 members 
Mstep: Class 8 contains 8156 members 
Mstep: Class 9 contains 18423 members 
Mstep: Class 10 contains 25895 members 
Mstep: Class 11 contains 6073 members 
Mstep: Class 12 contains 3241 members 
Mstep: Class 13 contains 19012 members 
Mstep: Class 14 contains 38302 members 
Mstep: Class 15 contains 47301 members 
Mstep: Class 16 contains 3910 members 
Mstep: Class 17 contains 6444 members 
Mstep: Class 18 contains 48367 members 
Mstep: Class 19 contains 2605 members 
Mstep: Class 20 contains 2847 members 
Mstep: Class 21 contains 1097 members 
Mstep: Class 22 contains 3322 members 
Mstep: Class 23 contains 45875 members 
Mstep: Class 24 contains 13334 members 
Mstep: Class 25 contains 12647 members 
Mstep: Class 26 contains 2797 members 
Mstep: Class 27 contains 9314 members 
Mstep: Class 28 contains 2313 members 
Mstep: Class 29 contains 23815 members 
Mstep: Class 30 contains 49825 members 
Mstep: Class 31 contains 3484 members 
Mstep: Class 32 contains 23542 members 
Mstep: Class 33 contains 12396 members 
Mstep: Class 34 contains 6387 members 
Mstep: Class 35 contains 148654 members 
Mstep: Class 36 contains 2356 members 
Mstep: Class 37 contains 17292 members 
Mstep: Class 38 contains 8390 members 
Mstep: Class 39 contains 3323 members 
Mstep: Class 40 contains 14597 members 
Mstep: Class 41 contains 10494 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100296976.000000 Penalty: 90728.781250
Iteration 98Q: 42 clusters Score -1.00297e+08 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 8910 members 
Mstep: Class 3 contains 100679 members 
Mstep: Class 4 contains 10533 members 
Mstep: Class 5 contains 2265 members 
Mstep: Class 6 contains 34807 members 
Mstep: Class 7 contains 17097 members 
Mstep: Class 8 contains 8159 members 
Mstep: Class 9 contains 18420 members 
Mstep: Class 10 contains 25931 members 
Mstep: Class 11 contains 6086 members 
Mstep: Class 12 contains 3241 members 
Mstep: Class 13 contains 19004 members 
Mstep: Class 14 contains 38305 members 
Mstep: Class 15 contains 47228 members 
Mstep: Class 16 contains 3910 members 
Mstep: Class 17 contains 6444 members 
Mstep: Class 18 contains 48311 members 
Mstep: Class 19 contains 2618 members 
Mstep: Class 20 contains 2848 members 
Mstep: Class 21 contains 1099 members 
Mstep: Class 22 contains 3322 members 
Mstep: Class 23 contains 45855 members 
Mstep: Class 24 contains 13335 members 
Mstep: Class 25 contains 12647 members 
Mstep: Class 26 contains 2803 members 
Mstep: Class 27 contains 9331 members 
Mstep: Class 28 contains 2313 members 
Mstep: Class 29 contains 23835 members 
Mstep: Class 30 contains 49800 members 
Mstep: Class 31 contains 3505 members 
Mstep: Class 32 contains 23586 members 
Mstep: Class 33 contains 12427 members 
Mstep: Class 34 contains 6381 members 
Mstep: Class 35 contains 148608 members 
Mstep: Class 36 contains 2359 members 
Mstep: Class 37 contains 17297 members 
Mstep: Class 38 contains 8394 members 
Mstep: Class 39 contains 3333 members 
Mstep: Class 40 contains 14597 members 
Mstep: Class 41 contains 10499 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100296976.000000 Penalty: 90728.781250
Iteration 99Q: 42 clusters Score -1.00297e+08 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 8910 members 
Mstep: Class 3 contains 100697 members 
Mstep: Class 4 contains 10529 members 
Mstep: Class 5 contains 2263 members 
Mstep: Class 6 contains 34779 members 
Mstep: Class 7 contains 17114 members 
Mstep: Class 8 contains 8160 members 
Mstep: Class 9 contains 18420 members 
Mstep: Class 10 contains 25958 members 
Mstep: Class 11 contains 6103 members 
Mstep: Class 12 contains 3242 members 
Mstep: Class 13 contains 19004 members 
Mstep: Class 14 contains 38308 members 
Mstep: Class 15 contains 47141 members 
Mstep: Class 16 contains 3908 members 
Mstep: Class 17 contains 6444 members 
Mstep: Class 18 contains 48267 members 
Mstep: Class 19 contains 2634 members 
Mstep: Class 20 contains 2850 members 
Mstep: Class 21 contains 1101 members 
Mstep: Class 22 contains 3323 members 
Mstep: Class 23 contains 45844 members 
Mstep: Class 24 contains 13330 members 
Mstep: Class 25 contains 12647 members 
Mstep: Class 26 contains 2808 members 
Mstep: Class 27 contains 9348 members 
Mstep: Class 28 contains 2313 members 
Mstep: Class 29 contains 23853 members 
Mstep: Class 30 contains 49784 members 
Mstep: Class 31 contains 3525 members 
Mstep: Class 32 contains 23608 members 
Mstep: Class 33 contains 12437 members 
Mstep: Class 34 contains 6375 members 
Mstep: Class 35 contains 148582 members 
Mstep: Class 36 contains 2359 members 
Mstep: Class 37 contains 17306 members 
Mstep: Class 38 contains 8395 members 
Mstep: Class 39 contains 3337 members 
Mstep: Class 40 contains 14610 members 
Mstep: Class 41 contains 10506 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100297224.000000 Penalty: 90728.781250
Iteration 100F: 42 clusters Score -1.002972e+08 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 8909 members 
Mstep: Class 3 contains 100716 members 
Mstep: Class 4 contains 10526 members 
Mstep: Class 5 contains 2263 members 
Mstep: Class 6 contains 34765 members 
Mstep: Class 7 contains 17037 members 
Mstep: Class 8 contains 8159 members 
Mstep: Class 9 contains 18419 members 
Mstep: Class 10 contains 25971 members 
Mstep: Class 11 contains 6115 members 
Mstep: Class 12 contains 3242 members 
Mstep: Class 13 contains 18987 members 
Mstep: Class 14 contains 38313 members 
Mstep: Class 15 contains 47080 members 
Mstep: Class 16 contains 3910 members 
Mstep: Class 17 contains 6443 members 
Mstep: Class 18 contains 48217 members 
Mstep: Class 19 contains 2650 members 
Mstep: Class 20 contains 2856 members 
Mstep: Class 21 contains 1101 members 
Mstep: Class 22 contains 3323 members 
Mstep: Class 23 contains 45835 members 
Mstep: Class 24 contains 13318 members 
Mstep: Class 25 contains 12648 members 
Mstep: Class 26 contains 2823 members 
Mstep: Class 27 contains 9350 members 
Mstep: Class 28 contains 2312 members 
Mstep: Class 29 contains 23877 members 
Mstep: Class 30 contains 49768 members 
Mstep: Class 31 contains 3551 members 
Mstep: Class 32 contains 23637 members 
Mstep: Class 33 contains 12446 members 
Mstep: Class 34 contains 6372 members 
Mstep: Class 35 contains 148545 members 
Mstep: Class 36 contains 2367 members 
Mstep: Class 37 contains 17317 members 
Mstep: Class 38 contains 8484 members 
Mstep: Class 39 contains 3341 members 
Mstep: Class 40 contains 14618 members 
Mstep: Class 41 contains 10511 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100297248.000000 Penalty: 90728.781250
Iteration 101Q: 42 clusters Score -1.002972e+08 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 8909 members 
Mstep: Class 3 contains 100745 members 
Mstep: Class 4 contains 10520 members 
Mstep: Class 5 contains 2264 members 
Mstep: Class 6 contains 34750 members 
Mstep: Class 7 contains 16993 members 
Mstep: Class 8 contains 8160 members 
Mstep: Class 9 contains 18420 members 
Mstep: Class 10 contains 25989 members 
Mstep: Class 11 contains 6130 members 
Mstep: Class 12 contains 3242 members 
Mstep: Class 13 contains 18973 members 
Mstep: Class 14 contains 38308 members 
Mstep: Class 15 contains 47016 members 
Mstep: Class 16 contains 3913 members 
Mstep: Class 17 contains 6436 members 
Mstep: Class 18 contains 48182 members 
Mstep: Class 19 contains 2664 members 
Mstep: Class 20 contains 2862 members 
Mstep: Class 21 contains 1101 members 
Mstep: Class 22 contains 3323 members 
Mstep: Class 23 contains 45822 members 
Mstep: Class 24 contains 13305 members 
Mstep: Class 25 contains 12648 members 
Mstep: Class 26 contains 2835 members 
Mstep: Class 27 contains 9356 members 
Mstep: Class 28 contains 2313 members 
Mstep: Class 29 contains 23908 members 
Mstep: Class 30 contains 49745 members 
Mstep: Class 31 contains 3579 members 
Mstep: Class 32 contains 23657 members 
Mstep: Class 33 contains 12441 members 
Mstep: Class 34 contains 6373 members 
Mstep: Class 35 contains 148511 members 
Mstep: Class 36 contains 2370 members 
Mstep: Class 37 contains 17331 members 
Mstep: Class 38 contains 8548 members 
Mstep: Class 39 contains 3351 members 
Mstep: Class 40 contains 14614 members 
Mstep: Class 41 contains 10515 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100297200.000000 Penalty: 90728.781250
Iteration 102Q: 42 clusters Score -1.002972e+08 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 8911 members 
Mstep: Class 3 contains 100765 members 
Mstep: Class 4 contains 10516 members 
Mstep: Class 5 contains 2266 members 
Mstep: Class 6 contains 34731 members 
Mstep: Class 7 contains 16975 members 
Mstep: Class 8 contains 8159 members 
Mstep: Class 9 contains 18415 members 
Mstep: Class 10 contains 26015 members 
Mstep: Class 11 contains 6138 members 
Mstep: Class 12 contains 3241 members 
Mstep: Class 13 contains 18963 members 
Mstep: Class 14 contains 38306 members 
Mstep: Class 15 contains 46975 members 
Mstep: Class 16 contains 3910 members 
Mstep: Class 17 contains 6431 members 
Mstep: Class 18 contains 48158 members 
Mstep: Class 19 contains 2680 members 
Mstep: Class 20 contains 2870 members 
Mstep: Class 21 contains 1101 members 
Mstep: Class 22 contains 3323 members 
Mstep: Class 23 contains 45814 members 
Mstep: Class 24 contains 13294 members 
Mstep: Class 25 contains 12648 members 
Mstep: Class 26 contains 2840 members 
Mstep: Class 27 contains 9366 members 
Mstep: Class 28 contains 2313 members 
Mstep: Class 29 contains 23933 members 
Mstep: Class 30 contains 49729 members 
Mstep: Class 31 contains 3604 members 
Mstep: Class 32 contains 23673 members 
Mstep: Class 33 contains 12436 members 
Mstep: Class 34 contains 6368 members 
Mstep: Class 35 contains 148476 members 
Mstep: Class 36 contains 2371 members 
Mstep: Class 37 contains 17337 members 
Mstep: Class 38 contains 8579 members 
Mstep: Class 39 contains 3354 members 
Mstep: Class 40 contains 14615 members 
Mstep: Class 41 contains 10523 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100297104.000000 Penalty: 90728.781250
Iteration 103Q: 42 clusters Score -1.002971e+08 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 8913 members 
Mstep: Class 3 contains 100785 members 
Mstep: Class 4 contains 10512 members 
Mstep: Class 5 contains 2265 members 
Mstep: Class 6 contains 34715 members 
Mstep: Class 7 contains 16965 members 
Mstep: Class 8 contains 8158 members 
Mstep: Class 9 contains 18415 members 
Mstep: Class 10 contains 26037 members 
Mstep: Class 11 contains 6151 members 
Mstep: Class 12 contains 3241 members 
Mstep: Class 13 contains 18930 members 
Mstep: Class 14 contains 38308 members 
Mstep: Class 15 contains 46953 members 
Mstep: Class 16 contains 3909 members 
Mstep: Class 17 contains 6426 members 
Mstep: Class 18 contains 48135 members 
Mstep: Class 19 contains 2701 members 
Mstep: Class 20 contains 2886 members 
Mstep: Class 21 contains 1101 members 
Mstep: Class 22 contains 3322 members 
Mstep: Class 23 contains 45807 members 
Mstep: Class 24 contains 13284 members 
Mstep: Class 25 contains 12649 members 
Mstep: Class 26 contains 2846 members 
Mstep: Class 27 contains 9370 members 
Mstep: Class 28 contains 2313 members 
Mstep: Class 29 contains 23943 members 
Mstep: Class 30 contains 49712 members 
Mstep: Class 31 contains 3626 members 
Mstep: Class 32 contains 23688 members 
Mstep: Class 33 contains 12425 members 
Mstep: Class 34 contains 6366 members 
Mstep: Class 35 contains 148439 members 
Mstep: Class 36 contains 2371 members 
Mstep: Class 37 contains 17348 members 
Mstep: Class 38 contains 8603 members 
Mstep: Class 39 contains 3362 members 
Mstep: Class 40 contains 14617 members 
Mstep: Class 41 contains 10525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100297104.000000 Penalty: 90728.781250
Iteration 104Q: 42 clusters Score -1.002971e+08 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 8914 members 
Mstep: Class 3 contains 100794 members 
Mstep: Class 4 contains 10508 members 
Mstep: Class 5 contains 2265 members 
Mstep: Class 6 contains 34702 members 
Mstep: Class 7 contains 16960 members 
Mstep: Class 8 contains 8156 members 
Mstep: Class 9 contains 18418 members 
Mstep: Class 10 contains 26065 members 
Mstep: Class 11 contains 6161 members 
Mstep: Class 12 contains 3241 members 
Mstep: Class 13 contains 18908 members 
Mstep: Class 14 contains 38310 members 
Mstep: Class 15 contains 46924 members 
Mstep: Class 16 contains 3905 members 
Mstep: Class 17 contains 6422 members 
Mstep: Class 18 contains 48111 members 
Mstep: Class 19 contains 2734 members 
Mstep: Class 20 contains 2897 members 
Mstep: Class 21 contains 1101 members 
Mstep: Class 22 contains 3323 members 
Mstep: Class 23 contains 45803 members 
Mstep: Class 24 contains 13270 members 
Mstep: Class 25 contains 12651 members 
Mstep: Class 26 contains 2853 members 
Mstep: Class 27 contains 9372 members 
Mstep: Class 28 contains 2315 members 
Mstep: Class 29 contains 23946 members 
Mstep: Class 30 contains 49693 members 
Mstep: Class 31 contains 3652 members 
Mstep: Class 32 contains 23702 members 
Mstep: Class 33 contains 12418 members 
Mstep: Class 34 contains 6365 members 
Mstep: Class 35 contains 148408 members 
Mstep: Class 36 contains 2372 members 
Mstep: Class 37 contains 17358 members 
Mstep: Class 38 contains 8614 members 
Mstep: Class 39 contains 3365 members 
Mstep: Class 40 contains 14620 members 
Mstep: Class 41 contains 10526 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100297312.000000 Penalty: 90728.781250
Iteration 105Q: 42 clusters Score -1.002973e+08 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 8911 members 
Mstep: Class 3 contains 100807 members 
Mstep: Class 4 contains 10502 members 
Mstep: Class 5 contains 2263 members 
Mstep: Class 6 contains 34690 members 
Mstep: Class 7 contains 16966 members 
Mstep: Class 8 contains 8156 members 
Mstep: Class 9 contains 18417 members 
Mstep: Class 10 contains 26088 members 
Mstep: Class 11 contains 6176 members 
Mstep: Class 12 contains 3241 members 
Mstep: Class 13 contains 18891 members 
Mstep: Class 14 contains 38313 members 
Mstep: Class 15 contains 46886 members 
Mstep: Class 16 contains 3904 members 
Mstep: Class 17 contains 6421 members 
Mstep: Class 18 contains 48081 members 
Mstep: Class 19 contains 2761 members 
Mstep: Class 20 contains 2902 members 
Mstep: Class 21 contains 1101 members 
Mstep: Class 22 contains 3325 members 
Mstep: Class 23 contains 45794 members 
Mstep: Class 24 contains 13257 members 
Mstep: Class 25 contains 12654 members 
Mstep: Class 26 contains 2854 members 
Mstep: Class 27 contains 9377 members 
Mstep: Class 28 contains 2316 members 
Mstep: Class 29 contains 23963 members 
Mstep: Class 30 contains 49680 members 
Mstep: Class 31 contains 3668 members 
Mstep: Class 32 contains 23726 members 
Mstep: Class 33 contains 12411 members 
Mstep: Class 34 contains 6361 members 
Mstep: Class 35 contains 148382 members 
Mstep: Class 36 contains 2373 members 
Mstep: Class 37 contains 17371 members 
Mstep: Class 38 contains 8617 members 
Mstep: Class 39 contains 3367 members 
Mstep: Class 40 contains 14619 members 
Mstep: Class 41 contains 10530 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100297240.000000 Penalty: 90728.781250
Iteration 106Q: 42 clusters Score -1.002972e+08 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 8910 members 
Mstep: Class 3 contains 100828 members 
Mstep: Class 4 contains 10497 members 
Mstep: Class 5 contains 2261 members 
Mstep: Class 6 contains 34682 members 
Mstep: Class 7 contains 16975 members 
Mstep: Class 8 contains 8153 members 
Mstep: Class 9 contains 18417 members 
Mstep: Class 10 contains 26103 members 
Mstep: Class 11 contains 6199 members 
Mstep: Class 12 contains 3241 members 
Mstep: Class 13 contains 18872 members 
Mstep: Class 14 contains 38308 members 
Mstep: Class 15 contains 46850 members 
Mstep: Class 16 contains 3906 members 
Mstep: Class 17 contains 6419 members 
Mstep: Class 18 contains 48054 members 
Mstep: Class 19 contains 2790 members 
Mstep: Class 20 contains 2900 members 
Mstep: Class 21 contains 1101 members 
Mstep: Class 22 contains 3328 members 
Mstep: Class 23 contains 45789 members 
Mstep: Class 24 contains 13253 members 
Mstep: Class 25 contains 12655 members 
Mstep: Class 26 contains 2858 members 
Mstep: Class 27 contains 9382 members 
Mstep: Class 28 contains 2315 members 
Mstep: Class 29 contains 23971 members 
Mstep: Class 30 contains 49673 members 
Mstep: Class 31 contains 3681 members 
Mstep: Class 32 contains 23743 members 
Mstep: Class 33 contains 12405 members 
Mstep: Class 34 contains 6360 members 
Mstep: Class 35 contains 148351 members 
Mstep: Class 36 contains 2374 members 
Mstep: Class 37 contains 17384 members 
Mstep: Class 38 contains 8617 members 
Mstep: Class 39 contains 3369 members 
Mstep: Class 40 contains 14617 members 
Mstep: Class 41 contains 10531 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100297312.000000 Penalty: 90728.781250
Iteration 107Q: 42 clusters Score -1.002973e+08 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 8909 members 
Mstep: Class 3 contains 100854 members 
Mstep: Class 4 contains 10493 members 
Mstep: Class 5 contains 2261 members 
Mstep: Class 6 contains 34673 members 
Mstep: Class 7 contains 16991 members 
Mstep: Class 8 contains 8153 members 
Mstep: Class 9 contains 18415 members 
Mstep: Class 10 contains 26121 members 
Mstep: Class 11 contains 6208 members 
Mstep: Class 12 contains 3241 members 
Mstep: Class 13 contains 18845 members 
Mstep: Class 14 contains 38309 members 
Mstep: Class 15 contains 46804 members 
Mstep: Class 16 contains 3904 members 
Mstep: Class 17 contains 6417 members 
Mstep: Class 18 contains 48028 members 
Mstep: Class 19 contains 2825 members 
Mstep: Class 20 contains 2904 members 
Mstep: Class 21 contains 1101 members 
Mstep: Class 22 contains 3329 members 
Mstep: Class 23 contains 45783 members 
Mstep: Class 24 contains 13243 members 
Mstep: Class 25 contains 12655 members 
Mstep: Class 26 contains 2863 members 
Mstep: Class 27 contains 9385 members 
Mstep: Class 28 contains 2314 members 
Mstep: Class 29 contains 23980 members 
Mstep: Class 30 contains 49662 members 
Mstep: Class 31 contains 3701 members 
Mstep: Class 32 contains 23758 members 
Mstep: Class 33 contains 12406 members 
Mstep: Class 34 contains 6358 members 
Mstep: Class 35 contains 148320 members 
Mstep: Class 36 contains 2374 members 
Mstep: Class 37 contains 17400 members 
Mstep: Class 38 contains 8620 members 
Mstep: Class 39 contains 3371 members 
Mstep: Class 40 contains 14610 members 
Mstep: Class 41 contains 10534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100297504.000000 Penalty: 90728.781250
Iteration 108Q: 42 clusters Score -1.002975e+08 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 8909 members 
Mstep: Class 3 contains 100882 members 
Mstep: Class 4 contains 10488 members 
Mstep: Class 5 contains 2263 members 
Mstep: Class 6 contains 34663 members 
Mstep: Class 7 contains 17002 members 
Mstep: Class 8 contains 8150 members 
Mstep: Class 9 contains 18416 members 
Mstep: Class 10 contains 26134 members 
Mstep: Class 11 contains 6217 members 
Mstep: Class 12 contains 3241 members 
Mstep: Class 13 contains 18828 members 
Mstep: Class 14 contains 38312 members 
Mstep: Class 15 contains 46759 members 
Mstep: Class 16 contains 3901 members 
Mstep: Class 17 contains 6416 members 
Mstep: Class 18 contains 48008 members 
Mstep: Class 19 contains 2854 members 
Mstep: Class 20 contains 2905 members 
Mstep: Class 21 contains 1101 members 
Mstep: Class 22 contains 3328 members 
Mstep: Class 23 contains 45779 members 
Mstep: Class 24 contains 13236 members 
Mstep: Class 25 contains 12655 members 
Mstep: Class 26 contains 2867 members 
Mstep: Class 27 contains 9391 members 
Mstep: Class 28 contains 2314 members 
Mstep: Class 29 contains 23984 members 
Mstep: Class 30 contains 49659 members 
Mstep: Class 31 contains 3707 members 
Mstep: Class 32 contains 23771 members 
Mstep: Class 33 contains 12408 members 
Mstep: Class 34 contains 6348 members 
Mstep: Class 35 contains 148299 members 
Mstep: Class 36 contains 2374 members 
Mstep: Class 37 contains 17410 members 
Mstep: Class 38 contains 8622 members 
Mstep: Class 39 contains 3371 members 
Mstep: Class 40 contains 14609 members 
Mstep: Class 41 contains 10541 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100297336.000000 Penalty: 90728.781250
Iteration 109Q: 42 clusters Score -1.002973e+08 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 8909 members 
Mstep: Class 3 contains 100907 members 
Mstep: Class 4 contains 10487 members 
Mstep: Class 5 contains 2262 members 
Mstep: Class 6 contains 34653 members 
Mstep: Class 7 contains 17011 members 
Mstep: Class 8 contains 8150 members 
Mstep: Class 9 contains 18415 members 
Mstep: Class 10 contains 26159 members 
Mstep: Class 11 contains 6224 members 
Mstep: Class 12 contains 3241 members 
Mstep: Class 13 contains 18800 members 
Mstep: Class 14 contains 38315 members 
Mstep: Class 15 contains 46713 members 
Mstep: Class 16 contains 3895 members 
Mstep: Class 17 contains 6414 members 
Mstep: Class 18 contains 47980 members 
Mstep: Class 19 contains 2879 members 
Mstep: Class 20 contains 2904 members 
Mstep: Class 21 contains 1101 members 
Mstep: Class 22 contains 3328 members 
Mstep: Class 23 contains 45768 members 
Mstep: Class 24 contains 13232 members 
Mstep: Class 25 contains 12657 members 
Mstep: Class 26 contains 2869 members 
Mstep: Class 27 contains 9403 members 
Mstep: Class 28 contains 2313 members 
Mstep: Class 29 contains 23998 members 
Mstep: Class 30 contains 49646 members 
Mstep: Class 31 contains 3725 members 
Mstep: Class 32 contains 23778 members 
Mstep: Class 33 contains 12415 members 
Mstep: Class 34 contains 6336 members 
Mstep: Class 35 contains 148284 members 
Mstep: Class 36 contains 2374 members 
Mstep: Class 37 contains 17419 members 
Mstep: Class 38 contains 8623 members 
Mstep: Class 39 contains 3370 members 
Mstep: Class 40 contains 14611 members 
Mstep: Class 41 contains 10554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100297280.000000 Penalty: 90728.781250
Iteration 110Q: 42 clusters Score -1.002973e+08 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 8906 members 
Mstep: Class 3 contains 100922 members 
Mstep: Class 4 contains 10487 members 
Mstep: Class 5 contains 2261 members 
Mstep: Class 6 contains 34642 members 
Mstep: Class 7 contains 17015 members 
Mstep: Class 8 contains 8147 members 
Mstep: Class 9 contains 18416 members 
Mstep: Class 10 contains 26182 members 
Mstep: Class 11 contains 6226 members 
Mstep: Class 12 contains 3240 members 
Mstep: Class 13 contains 18789 members 
Mstep: Class 14 contains 38318 members 
Mstep: Class 15 contains 46679 members 
Mstep: Class 16 contains 3892 members 
Mstep: Class 17 contains 6413 members 
Mstep: Class 18 contains 47956 members 
Mstep: Class 19 contains 2902 members 
Mstep: Class 20 contains 2902 members 
Mstep: Class 21 contains 1101 members 
Mstep: Class 22 contains 3329 members 
Mstep: Class 23 contains 45761 members 
Mstep: Class 24 contains 13225 members 
Mstep: Class 25 contains 12658 members 
Mstep: Class 26 contains 2872 members 
Mstep: Class 27 contains 9408 members 
Mstep: Class 28 contains 2312 members 
Mstep: Class 29 contains 24016 members 
Mstep: Class 30 contains 49626 members 
Mstep: Class 31 contains 3752 members 
Mstep: Class 32 contains 23784 members 
Mstep: Class 33 contains 12426 members 
Mstep: Class 34 contains 6327 members 
Mstep: Class 35 contains 148265 members 
Mstep: Class 36 contains 2374 members 
Mstep: Class 37 contains 17426 members 
Mstep: Class 38 contains 8625 members 
Mstep: Class 39 contains 3369 members 
Mstep: Class 40 contains 14611 members 
Mstep: Class 41 contains 10560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100297376.000000 Penalty: 90728.781250
Iteration 111Q: 42 clusters Score -1.002974e+08 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 8905 members 
Mstep: Class 3 contains 100942 members 
Mstep: Class 4 contains 10486 members 
Mstep: Class 5 contains 2261 members 
Mstep: Class 6 contains 34628 members 
Mstep: Class 7 contains 17022 members 
Mstep: Class 8 contains 8143 members 
Mstep: Class 9 contains 18415 members 
Mstep: Class 10 contains 26209 members 
Mstep: Class 11 contains 6226 members 
Mstep: Class 12 contains 3239 members 
Mstep: Class 13 contains 18760 members 
Mstep: Class 14 contains 38320 members 
Mstep: Class 15 contains 46638 members 
Mstep: Class 16 contains 3891 members 
Mstep: Class 17 contains 6411 members 
Mstep: Class 18 contains 47944 members 
Mstep: Class 19 contains 2931 members 
Mstep: Class 20 contains 2902 members 
Mstep: Class 21 contains 1101 members 
Mstep: Class 22 contains 3329 members 
Mstep: Class 23 contains 45751 members 
Mstep: Class 24 contains 13221 members 
Mstep: Class 25 contains 12658 members 
Mstep: Class 26 contains 2871 members 
Mstep: Class 27 contains 9414 members 
Mstep: Class 28 contains 2311 members 
Mstep: Class 29 contains 24020 members 
Mstep: Class 30 contains 49616 members 
Mstep: Class 31 contains 3788 members 
Mstep: Class 32 contains 23780 members 
Mstep: Class 33 contains 12433 members 
Mstep: Class 34 contains 6323 members 
Mstep: Class 35 contains 148250 members 
Mstep: Class 36 contains 2375 members 
Mstep: Class 37 contains 17434 members 
Mstep: Class 38 contains 8627 members 
Mstep: Class 39 contains 3369 members 
Mstep: Class 40 contains 14612 members 
Mstep: Class 41 contains 10566 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100297592.000000 Penalty: 90728.781250
Iteration 112Q: 42 clusters Score -1.002976e+08 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 8903 members 
Mstep: Class 3 contains 100945 members 
Mstep: Class 4 contains 10488 members 
Mstep: Class 5 contains 2261 members 
Mstep: Class 6 contains 34620 members 
Mstep: Class 7 contains 17028 members 
Mstep: Class 8 contains 8139 members 
Mstep: Class 9 contains 18415 members 
Mstep: Class 10 contains 26221 members 
Mstep: Class 11 contains 6231 members 
Mstep: Class 12 contains 3239 members 
Mstep: Class 13 contains 18701 members 
Mstep: Class 14 contains 38319 members 
Mstep: Class 15 contains 46580 members 
Mstep: Class 16 contains 3894 members 
Mstep: Class 17 contains 6411 members 
Mstep: Class 18 contains 47938 members 
Mstep: Class 19 contains 2971 members 
Mstep: Class 20 contains 2901 members 
Mstep: Class 21 contains 1101 members 
Mstep: Class 22 contains 3329 members 
Mstep: Class 23 contains 45744 members 
Mstep: Class 24 contains 13215 members 
Mstep: Class 25 contains 12658 members 
Mstep: Class 26 contains 2873 members 
Mstep: Class 27 contains 9419 members 
Mstep: Class 28 contains 2311 members 
Mstep: Class 29 contains 24018 members 
Mstep: Class 30 contains 49611 members 
Mstep: Class 31 contains 3870 members 
Mstep: Class 32 contains 23781 members 
Mstep: Class 33 contains 12436 members 
Mstep: Class 34 contains 6319 members 
Mstep: Class 35 contains 148237 members 
Mstep: Class 36 contains 2376 members 
Mstep: Class 37 contains 17438 members 
Mstep: Class 38 contains 8628 members 
Mstep: Class 39 contains 3369 members 
Mstep: Class 40 contains 14613 members 
Mstep: Class 41 contains 10571 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100297808.000000 Penalty: 90728.781250
Iteration 113Q: 42 clusters Score -1.002978e+08 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 8902 members 
Mstep: Class 3 contains 100962 members 
Mstep: Class 4 contains 10485 members 
Mstep: Class 5 contains 2261 members 
Mstep: Class 6 contains 34614 members 
Mstep: Class 7 contains 17030 members 
Mstep: Class 8 contains 8134 members 
Mstep: Class 9 contains 18413 members 
Mstep: Class 10 contains 26225 members 
Mstep: Class 11 contains 6236 members 
Mstep: Class 12 contains 3239 members 
Mstep: Class 13 contains 18632 members 
Mstep: Class 14 contains 38325 members 
Mstep: Class 15 contains 46503 members 
Mstep: Class 16 contains 3894 members 
Mstep: Class 17 contains 6412 members 
Mstep: Class 18 contains 47926 members 
Mstep: Class 19 contains 2999 members 
Mstep: Class 20 contains 2904 members 
Mstep: Class 21 contains 1101 members 
Mstep: Class 22 contains 3329 members 
Mstep: Class 23 contains 45736 members 
Mstep: Class 24 contains 13206 members 
Mstep: Class 25 contains 12658 members 
Mstep: Class 26 contains 2874 members 
Mstep: Class 27 contains 9422 members 
Mstep: Class 28 contains 2310 members 
Mstep: Class 29 contains 24020 members 
Mstep: Class 30 contains 49610 members 
Mstep: Class 31 contains 3987 members 
Mstep: Class 32 contains 23785 members 
Mstep: Class 33 contains 12434 members 
Mstep: Class 34 contains 6314 members 
Mstep: Class 35 contains 148224 members 
Mstep: Class 36 contains 2376 members 
Mstep: Class 37 contains 17449 members 
Mstep: Class 38 contains 8627 members 
Mstep: Class 39 contains 3369 members 
Mstep: Class 40 contains 14617 members 
Mstep: Class 41 contains 10578 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100298136.000000 Penalty: 90728.781250
Iteration 114Q: 42 clusters Score -1.002981e+08 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 8901 members 
Mstep: Class 3 contains 100959 members 
Mstep: Class 4 contains 10483 members 
Mstep: Class 5 contains 2261 members 
Mstep: Class 6 contains 34606 members 
Mstep: Class 7 contains 17038 members 
Mstep: Class 8 contains 8133 members 
Mstep: Class 9 contains 18413 members 
Mstep: Class 10 contains 26230 members 
Mstep: Class 11 contains 6240 members 
Mstep: Class 12 contains 3239 members 
Mstep: Class 13 contains 18548 members 
Mstep: Class 14 contains 38321 members 
Mstep: Class 15 contains 46402 members 
Mstep: Class 16 contains 3890 members 
Mstep: Class 17 contains 6411 members 
Mstep: Class 18 contains 47906 members 
Mstep: Class 19 contains 3031 members 
Mstep: Class 20 contains 2906 members 
Mstep: Class 21 contains 1101 members 
Mstep: Class 22 contains 3329 members 
Mstep: Class 23 contains 45730 members 
Mstep: Class 24 contains 13197 members 
Mstep: Class 25 contains 12658 members 
Mstep: Class 26 contains 2875 members 
Mstep: Class 27 contains 9428 members 
Mstep: Class 28 contains 2311 members 
Mstep: Class 29 contains 24027 members 
Mstep: Class 30 contains 49622 members 
Mstep: Class 31 contains 4138 members 
Mstep: Class 32 contains 23802 members 
Mstep: Class 33 contains 12436 members 
Mstep: Class 34 contains 6307 members 
Mstep: Class 35 contains 148206 members 
Mstep: Class 36 contains 2376 members 
Mstep: Class 37 contains 17456 members 
Mstep: Class 38 contains 8630 members 
Mstep: Class 39 contains 3369 members 
Mstep: Class 40 contains 14619 members 
Mstep: Class 41 contains 10587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100298224.000000 Penalty: 90728.781250
Iteration 115Q: 42 clusters Score -1.002982e+08 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 8901 members 
Mstep: Class 3 contains 100967 members 
Mstep: Class 4 contains 10483 members 
Mstep: Class 5 contains 2261 members 
Mstep: Class 6 contains 34601 members 
Mstep: Class 7 contains 17053 members 
Mstep: Class 8 contains 8134 members 
Mstep: Class 9 contains 18408 members 
Mstep: Class 10 contains 26244 members 
Mstep: Class 11 contains 6245 members 
Mstep: Class 12 contains 3239 members 
Mstep: Class 13 contains 18482 members 
Mstep: Class 14 contains 38325 members 
Mstep: Class 15 contains 46281 members 
Mstep: Class 16 contains 3889 members 
Mstep: Class 17 contains 6410 members 
Mstep: Class 18 contains 47885 members 
Mstep: Class 19 contains 3056 members 
Mstep: Class 20 contains 2901 members 
Mstep: Class 21 contains 1101 members 
Mstep: Class 22 contains 3329 members 
Mstep: Class 23 contains 45727 members 
Mstep: Class 24 contains 13191 members 
Mstep: Class 25 contains 12658 members 
Mstep: Class 26 contains 2875 members 
Mstep: Class 27 contains 9431 members 
Mstep: Class 28 contains 2314 members 
Mstep: Class 29 contains 24022 members 
Mstep: Class 30 contains 49624 members 
Mstep: Class 31 contains 4268 members 
Mstep: Class 32 contains 23804 members 
Mstep: Class 33 contains 12457 members 
Mstep: Class 34 contains 6304 members 
Mstep: Class 35 contains 148202 members 
Mstep: Class 36 contains 2376 members 
Mstep: Class 37 contains 17462 members 
Mstep: Class 38 contains 8630 members 
Mstep: Class 39 contains 3369 members 
Mstep: Class 40 contains 14621 members 
Mstep: Class 41 contains 10592 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100298272.000000 Penalty: 90728.781250
Iteration 116Q: 42 clusters Score -1.002983e+08 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 8901 members 
Mstep: Class 3 contains 100985 members 
Mstep: Class 4 contains 10483 members 
Mstep: Class 5 contains 2261 members 
Mstep: Class 6 contains 34595 members 
Mstep: Class 7 contains 17064 members 
Mstep: Class 8 contains 8131 members 
Mstep: Class 9 contains 18398 members 
Mstep: Class 10 contains 26256 members 
Mstep: Class 11 contains 6252 members 
Mstep: Class 12 contains 3239 members 
Mstep: Class 13 contains 18429 members 
Mstep: Class 14 contains 38330 members 
Mstep: Class 15 contains 46167 members 
Mstep: Class 16 contains 3881 members 
Mstep: Class 17 contains 6410 members 
Mstep: Class 18 contains 47870 members 
Mstep: Class 19 contains 3077 members 
Mstep: Class 20 contains 2898 members 
Mstep: Class 21 contains 1101 members 
Mstep: Class 22 contains 3329 members 
Mstep: Class 23 contains 45715 members 
Mstep: Class 24 contains 13191 members 
Mstep: Class 25 contains 12658 members 
Mstep: Class 26 contains 2877 members 
Mstep: Class 27 contains 9437 members 
Mstep: Class 28 contains 2315 members 
Mstep: Class 29 contains 24028 members 
Mstep: Class 30 contains 49622 members 
Mstep: Class 31 contains 4357 members 
Mstep: Class 32 contains 23808 members 
Mstep: Class 33 contains 12483 members 
Mstep: Class 34 contains 6300 members 
Mstep: Class 35 contains 148203 members 
Mstep: Class 36 contains 2376 members 
Mstep: Class 37 contains 17467 members 
Mstep: Class 38 contains 8631 members 
Mstep: Class 39 contains 3373 members 
Mstep: Class 40 contains 14627 members 
Mstep: Class 41 contains 10597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100298176.000000 Penalty: 90728.781250
Iteration 117Q: 42 clusters Score -1.002982e+08 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 8901 members 
Mstep: Class 3 contains 101013 members 
Mstep: Class 4 contains 10482 members 
Mstep: Class 5 contains 2261 members 
Mstep: Class 6 contains 34594 members 
Mstep: Class 7 contains 17070 members 
Mstep: Class 8 contains 8126 members 
Mstep: Class 9 contains 18389 members 
Mstep: Class 10 contains 26264 members 
Mstep: Class 11 contains 6257 members 
Mstep: Class 12 contains 3237 members 
Mstep: Class 13 contains 18387 members 
Mstep: Class 14 contains 38333 members 
Mstep: Class 15 contains 46083 members 
Mstep: Class 16 contains 3866 members 
Mstep: Class 17 contains 6410 members 
Mstep: Class 18 contains 47857 members 
Mstep: Class 19 contains 3110 members 
Mstep: Class 20 contains 2895 members 
Mstep: Class 21 contains 1101 members 
Mstep: Class 22 contains 3329 members 
Mstep: Class 23 contains 45704 members 
Mstep: Class 24 contains 13186 members 
Mstep: Class 25 contains 12658 members 
Mstep: Class 26 contains 2882 members 
Mstep: Class 27 contains 9446 members 
Mstep: Class 28 contains 2315 members 
Mstep: Class 29 contains 24036 members 
Mstep: Class 30 contains 49618 members 
Mstep: Class 31 contains 4403 members 
Mstep: Class 32 contains 23804 members 
Mstep: Class 33 contains 12499 members 
Mstep: Class 34 contains 6300 members 
Mstep: Class 35 contains 148211 members 
Mstep: Class 36 contains 2376 members 
Mstep: Class 37 contains 17478 members 
Mstep: Class 38 contains 8634 members 
Mstep: Class 39 contains 3374 members 
Mstep: Class 40 contains 14632 members 
Mstep: Class 41 contains 10601 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100298224.000000 Penalty: 90728.781250
Iteration 118Q: 42 clusters Score -1.002982e+08 nChanged 404
Entering ConstructFrom: 
Score: -100298224.000000 Penalty: 90728.781250
Entering ConstructFrom: 
Trying to split cluster 1 (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: -48568.750000 Penalty: 993.832458
	Iteration 0F: 2 clusters Score -48568.75 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 231 members 
Entering Unmasked Estep 
Score: -47652.433594 Penalty: 1987.664917
	Iteration 0F: 3 clusters Score -47652.43 nChanged 117
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: -47833.609375 Penalty: 1987.664917
	Iteration 1F: 3 clusters Score -47833.61 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -47898.445312 Penalty: 1987.664917
	Iteration 2F: 3 clusters Score -47898.45 nChanged 10
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: -47912.242188 Penalty: 1987.664917
	Iteration 3Q: 3 clusters Score -47912.24 nChanged 6
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: -47923.937500 Penalty: 1987.664917
	Iteration 4Q: 3 clusters Score -47923.94 nChanged 8
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: -47933.480469 Penalty: 1987.664917
	Iteration 5Q: 3 clusters Score -47933.48 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -47949.070312 Penalty: 1987.664917
	Iteration 6Q: 3 clusters Score -47949.07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -47981.671875 Penalty: 1987.664917
	Iteration 7Q: 3 clusters Score -47981.67 nChanged 6
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: -47993.523438 Penalty: 1987.664917
	Iteration 8Q: 3 clusters Score -47993.52 nChanged 7
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: -48009.027344 Penalty: 1987.664917
	Iteration 9Q: 3 clusters Score -48009.03 nChanged 2
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: -48012.406250 Penalty: 1987.664917
	Iteration 10Q: 3 clusters Score -48012.41 nChanged 2
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: -48014.914062 Penalty: 1987.664917
	Iteration 11Q: 3 clusters Score -48014.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -48017.695312 Penalty: 1987.664917
	Iteration 12Q: 3 clusters Score -48017.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -48019.867188 Penalty: 1987.664917
	Iteration 13Q: 3 clusters Score -48019.87 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -48024.675781 Penalty: 1987.664917
	Iteration 14Q: 3 clusters Score -48024.68 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -48029.601562 Penalty: 1987.664917
	Iteration 15Q: 3 clusters Score -48029.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -48030.292969 Penalty: 1987.664917
	Iteration 16Q: 3 clusters Score -48030.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -48031.105469 Penalty: 1987.664917
	Iteration 17Q: 3 clusters Score -48031.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -48031.105469 Penalty: 1987.664917
	Iteration 18F: 3 clusters Score -48031.11 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (8902 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8902 members 
Entering Unmasked Estep 
Score: -1112931.500000 Penalty: 1477.780151
	Iteration 0F: 2 clusters Score -1112932 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -1106483.250000 Penalty: 2955.560303
	Iteration 0F: 3 clusters Score -1106483 nChanged 3848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -1108536.125000 Penalty: 2955.560303
	Iteration 1F: 3 clusters Score -1108536 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -1108844.500000 Penalty: 2955.560303
	Iteration 2F: 3 clusters Score -1108844 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -1109155.875000 Penalty: 2955.560303
	Iteration 3F: 3 clusters Score -1109156 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -1109459.625000 Penalty: 2955.560303
	Iteration 4F: 3 clusters Score -1109460 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -1109781.625000 Penalty: 2955.560303
	Iteration 5F: 3 clusters Score -1109782 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -1110172.000000 Penalty: 2955.560303
	Iteration 6F: 3 clusters Score -1110172 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -1110519.250000 Penalty: 2955.560303
	Iteration 7F: 3 clusters Score -1110519 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -1110764.000000 Penalty: 2955.560303
	Iteration 8F: 3 clusters Score -1110764 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5393 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -1110902.625000 Penalty: 2955.560303
	Iteration 9Q: 3 clusters Score -1110903 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5414 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -1110980.750000 Penalty: 2955.560303
	Iteration 10Q: 3 clusters Score -1110981 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5412 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -1111032.250000 Penalty: 2955.560303
	Iteration 11Q: 3 clusters Score -1111032 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5410 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -1111071.125000 Penalty: 2955.560303
	Iteration 12Q: 3 clusters Score -1111071 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5400 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -1111095.375000 Penalty: 2955.560303
	Iteration 13Q: 3 clusters Score -1111095 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5390 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -1111113.375000 Penalty: 2955.560303
	Iteration 14Q: 3 clusters Score -1111113 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -1111121.375000 Penalty: 2955.560303
	Iteration 15Q: 3 clusters Score -1111121 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5362 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -1111132.500000 Penalty: 2955.560303
	Iteration 16Q: 3 clusters Score -1111132 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -1111136.500000 Penalty: 2955.560303
	Iteration 17Q: 3 clusters Score -1111136 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -1111137.625000 Penalty: 2955.560303
	Iteration 18Q: 3 clusters Score -1111138 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -1111138.625000 Penalty: 2955.560303
	Iteration 19Q: 3 clusters Score -1111139 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -1111141.750000 Penalty: 2955.560303
	Iteration 20F: 3 clusters Score -1111142 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -1111145.250000 Penalty: 2955.560303
	Iteration 21Q: 3 clusters Score -1111145 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -1111147.625000 Penalty: 2955.560303
	Iteration 22Q: 3 clusters Score -1111148 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -1111151.500000 Penalty: 2955.560303
	Iteration 23Q: 3 clusters Score -1111152 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5338 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -1111152.500000 Penalty: 2955.560303
	Iteration 24Q: 3 clusters Score -1111152 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5335 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -1111153.875000 Penalty: 2955.560303
	Iteration 25Q: 3 clusters Score -1111154 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -1111152.625000 Penalty: 2955.560303
	Iteration 26Q: 3 clusters Score -1111153 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -1111153.625000 Penalty: 2955.560303
	Iteration 27Q: 3 clusters Score -1111154 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -1111152.250000 Penalty: 2955.560303
	Iteration 28Q: 3 clusters Score -1111152 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -1111152.125000 Penalty: 2955.560303
	Iteration 29Q: 3 clusters Score -1111152 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -1111152.250000 Penalty: 2955.560303
	Iteration 30Q: 3 clusters Score -1111152 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -1111152.250000 Penalty: 2955.560303
	Iteration 31F: 3 clusters Score -1111152 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (101018 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101018 members 
Entering Unmasked Estep 
Score: -12736669.000000 Penalty: 1872.496338
	Iteration 0F: 2 clusters Score -1.273667e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50577 members 
Mstep: Class 2 contains 50441 members 
Entering Unmasked Estep 
Score: -12669724.000000 Penalty: 3744.992676
	Iteration 0F: 3 clusters Score -1.266972e+07 nChanged 48243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50980 members 
Mstep: Class 2 contains 50038 members 
Entering Unmasked Estep 
Score: -12697882.000000 Penalty: 3744.992676
	Iteration 1F: 3 clusters Score -1.269788e+07 nChanged 3119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51449 members 
Mstep: Class 2 contains 49569 members 
Entering Unmasked Estep 
Score: -12698580.000000 Penalty: 3744.992676
	Iteration 2Q: 3 clusters Score -1.269858e+07 nChanged 3051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52250 members 
Mstep: Class 2 contains 48768 members 
Entering Unmasked Estep 
Score: -12699250.000000 Penalty: 3744.992676
	Iteration 3Q: 3 clusters Score -1.269925e+07 nChanged 3212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53480 members 
Mstep: Class 2 contains 47538 members 
Entering Unmasked Estep 
Score: -12699999.000000 Penalty: 3744.992676
	Iteration 4Q: 3 clusters Score -1.27e+07 nChanged 3389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55305 members 
Mstep: Class 2 contains 45713 members 
Entering Unmasked Estep 
Score: -12700935.000000 Penalty: 3744.992676
	Iteration 5Q: 3 clusters Score -1.270094e+07 nChanged 3882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58007 members 
Mstep: Class 2 contains 43011 members 
Entering Unmasked Estep 
Score: -12702579.000000 Penalty: 3744.992676
	Iteration 6Q: 3 clusters Score -1.270258e+07 nChanged 4753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61902 members 
Mstep: Class 2 contains 39116 members 
Entering Unmasked Estep 
Score: -12704917.000000 Penalty: 3744.992676
	Iteration 7Q: 3 clusters Score -1.270492e+07 nChanged 5776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67158 members 
Mstep: Class 2 contains 33860 members 
Entering Unmasked Estep 
Score: -12708406.000000 Penalty: 3744.992676
	Iteration 8F: 3 clusters Score -1.270841e+07 nChanged 6675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73463 members 
Mstep: Class 2 contains 27555 members 
Entering Unmasked Estep 
Score: -12713206.000000 Penalty: 3744.992676
	Iteration 9F: 3 clusters Score -1.271321e+07 nChanged 6896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80089 members 
Mstep: Class 2 contains 20929 members 
Entering Unmasked Estep 
Score: -12718601.000000 Penalty: 3744.992676
	Iteration 10F: 3 clusters Score -1.27186e+07 nChanged 6266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86201 members 
Mstep: Class 2 contains 14817 members 
Entering Unmasked Estep 
Score: -12723812.000000 Penalty: 3744.992676
	Iteration 11F: 3 clusters Score -1.272381e+07 nChanged 4936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91075 members 
Mstep: Class 2 contains 9943 members 
Entering Unmasked Estep 
Score: -12727904.000000 Penalty: 3744.992676
	Iteration 12Q: 3 clusters Score -1.27279e+07 nChanged 3496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94537 members 
Mstep: Class 2 contains 6481 members 
Entering Unmasked Estep 
Score: -12730732.000000 Penalty: 3744.992676
	Iteration 13Q: 3 clusters Score -1.273073e+07 nChanged 2248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96761 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -12732531.000000 Penalty: 3744.992676
	Iteration 14Q: 3 clusters Score -1.273253e+07 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98173 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -12733583.000000 Penalty: 3744.992676
	Iteration 15Q: 3 clusters Score -1.273358e+07 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99037 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -12734124.000000 Penalty: 3744.992676
	Iteration 16Q: 3 clusters Score -1.273412e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99566 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -12734511.000000 Penalty: 3744.992676
	Iteration 17Q: 3 clusters Score -1.273451e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99877 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -12734714.000000 Penalty: 3744.992676
	Iteration 18Q: 3 clusters Score -1.273471e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100072 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -12734887.000000 Penalty: 3744.992676
	Iteration 19Q: 3 clusters Score -1.273489e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100192 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -12734955.000000 Penalty: 3744.992676
	Iteration 20F: 3 clusters Score -1.273496e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100259 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -12734985.000000 Penalty: 3744.992676
	Iteration 21Q: 3 clusters Score -1.273498e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100321 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -12735025.000000 Penalty: 3744.992676
	Iteration 22Q: 3 clusters Score -1.273502e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100369 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -12735073.000000 Penalty: 3744.992676
	Iteration 23Q: 3 clusters Score -1.273507e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100403 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -12735093.000000 Penalty: 3744.992676
	Iteration 24Q: 3 clusters Score -1.273509e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100431 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -12735126.000000 Penalty: 3744.992676
	Iteration 25Q: 3 clusters Score -1.273513e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100442 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -12735128.000000 Penalty: 3744.992676
	Iteration 26Q: 3 clusters Score -1.273513e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100448 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -12735143.000000 Penalty: 3744.992676
	Iteration 27Q: 3 clusters Score -1.273514e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100451 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -12735144.000000 Penalty: 3744.992676
	Iteration 28Q: 3 clusters Score -1.273514e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100456 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -12735147.000000 Penalty: 3744.992676
	Iteration 29Q: 3 clusters Score -1.273515e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100465 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -12735149.000000 Penalty: 3744.992676
	Iteration 30Q: 3 clusters Score -1.273515e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100471 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -12735148.000000 Penalty: 3744.992676
	Iteration 31Q: 3 clusters Score -1.273515e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100476 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -12735143.000000 Penalty: 3744.992676
	Iteration 32Q: 3 clusters Score -1.273514e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100477 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -12735154.000000 Penalty: 3744.992676
	Iteration 33Q: 3 clusters Score -1.273515e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100477 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -12735154.000000 Penalty: 3744.992676
	Iteration 34F: 3 clusters Score -1.273515e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (10480 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10480 members 
Entering Unmasked Estep 
Score: -1364888.375000 Penalty: 1504.298950
	Iteration 0F: 2 clusters Score -1364888 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5152 members 
Mstep: Class 2 contains 5328 members 
Entering Unmasked Estep 
Score: -1357360.125000 Penalty: 3008.597900
	Iteration 0F: 3 clusters Score -1357360 nChanged 4595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 5599 members 
Entering Unmasked Estep 
Score: -1359866.250000 Penalty: 3008.597900
	Iteration 1F: 3 clusters Score -1359866 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 5748 members 
Entering Unmasked Estep 
Score: -1360217.875000 Penalty: 3008.597900
	Iteration 2F: 3 clusters Score -1360218 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 5913 members 
Entering Unmasked Estep 
Score: -1360591.250000 Penalty: 3008.597900
	Iteration 3F: 3 clusters Score -1360591 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 6072 members 
Entering Unmasked Estep 
Score: -1360930.250000 Penalty: 3008.597900
	Iteration 4F: 3 clusters Score -1360930 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 6207 members 
Entering Unmasked Estep 
Score: -1361227.125000 Penalty: 3008.597900
	Iteration 5Q: 3 clusters Score -1361227 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 6355 members 
Entering Unmasked Estep 
Score: -1361483.500000 Penalty: 3008.597900
	Iteration 6Q: 3 clusters Score -1361484 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 6526 members 
Entering Unmasked Estep 
Score: -1361734.250000 Penalty: 3008.597900
	Iteration 7Q: 3 clusters Score -1361734 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 6739 members 
Entering Unmasked Estep 
Score: -1361952.750000 Penalty: 3008.597900
	Iteration 8Q: 3 clusters Score -1361953 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 6948 members 
Entering Unmasked Estep 
Score: -1362194.375000 Penalty: 3008.597900
	Iteration 9Q: 3 clusters Score -1362194 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 7159 members 
Entering Unmasked Estep 
Score: -1362452.750000 Penalty: 3008.597900
	Iteration 10Q: 3 clusters Score -1362453 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 7354 members 
Entering Unmasked Estep 
Score: -1362744.750000 Penalty: 3008.597900
	Iteration 11Q: 3 clusters Score -1362745 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 7518 members 
Entering Unmasked Estep 
Score: -1363025.750000 Penalty: 3008.597900
	Iteration 12Q: 3 clusters Score -1363026 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 7644 members 
Entering Unmasked Estep 
Score: -1363269.375000 Penalty: 3008.597900
	Iteration 13Q: 3 clusters Score -1363269 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 7708 members 
Entering Unmasked Estep 
Score: -1363471.875000 Penalty: 3008.597900
	Iteration 14Q: 3 clusters Score -1363472 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 7775 members 
Entering Unmasked Estep 
Score: -1363639.875000 Penalty: 3008.597900
	Iteration 15Q: 3 clusters Score -1363640 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 7835 members 
Entering Unmasked Estep 
Score: -1363757.250000 Penalty: 3008.597900
	Iteration 16Q: 3 clusters Score -1363757 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 7904 members 
Entering Unmasked Estep 
Score: -1363852.875000 Penalty: 3008.597900
	Iteration 17Q: 3 clusters Score -1363853 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 7948 members 
Entering Unmasked Estep 
Score: -1363937.500000 Penalty: 3008.597900
	Iteration 18Q: 3 clusters Score -1363938 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 7972 members 
Entering Unmasked Estep 
Score: -1363985.125000 Penalty: 3008.597900
	Iteration 19Q: 3 clusters Score -1363985 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 7993 members 
Entering Unmasked Estep 
Score: -1364015.375000 Penalty: 3008.597900
	Iteration 20F: 3 clusters Score -1364015 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 8013 members 
Entering Unmasked Estep 
Score: -1364035.125000 Penalty: 3008.597900
	Iteration 21Q: 3 clusters Score -1364035 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 8032 members 
Entering Unmasked Estep 
Score: -1364054.000000 Penalty: 3008.597900
	Iteration 22Q: 3 clusters Score -1364054 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 8057 members 
Entering Unmasked Estep 
Score: -1364063.250000 Penalty: 3008.597900
	Iteration 23Q: 3 clusters Score -1364063 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 8077 members 
Entering Unmasked Estep 
Score: -1364071.125000 Penalty: 3008.597900
	Iteration 24Q: 3 clusters Score -1364071 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 8085 members 
Entering Unmasked Estep 
Score: -1364071.375000 Penalty: 3008.597900
	Iteration 25Q: 3 clusters Score -1364071 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 8098 members 
Entering Unmasked Estep 
Score: -1364074.000000 Penalty: 3008.597900
	Iteration 26Q: 3 clusters Score -1364074 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 8109 members 
Entering Unmasked Estep 
Score: -1364076.750000 Penalty: 3008.597900
	Iteration 27Q: 3 clusters Score -1364077 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 8118 members 
Entering Unmasked Estep 
Score: -1364072.625000 Penalty: 3008.597900
	Iteration 28Q: 3 clusters Score -1364073 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 8123 members 
Entering Unmasked Estep 
Score: -1364077.750000 Penalty: 3008.597900
	Iteration 29Q: 3 clusters Score -1364078 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 8128 members 
Entering Unmasked Estep 
Score: -1364077.375000 Penalty: 3008.597900
	Iteration 30Q: 3 clusters Score -1364077 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 8137 members 
Entering Unmasked Estep 
Score: -1364079.125000 Penalty: 3008.597900
	Iteration 31Q: 3 clusters Score -1364079 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 8145 members 
Entering Unmasked Estep 
Score: -1364079.750000 Penalty: 3008.597900
	Iteration 32Q: 3 clusters Score -1364080 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 8152 members 
Entering Unmasked Estep 
Score: -1364081.250000 Penalty: 3008.597900
	Iteration 33Q: 3 clusters Score -1364081 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 8155 members 
Entering Unmasked Estep 
Score: -1364081.000000 Penalty: 3008.597900
	Iteration 34Q: 3 clusters Score -1364081 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 8155 members 
Entering Unmasked Estep 
Score: -1364081.000000 Penalty: 3008.597900
	Iteration 35F: 3 clusters Score -1364081 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (2261 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Entering Unmasked Estep 
Score: -269293.906250 Penalty: 1255.078857
	Iteration 0F: 2 clusters Score -269293.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -267033.031250 Penalty: 2510.157715
	Iteration 0F: 3 clusters Score -267033 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -267556.656250 Penalty: 2510.157715
	Iteration 1F: 3 clusters Score -267556.7 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -267699.937500 Penalty: 2510.157715
	Iteration 2F: 3 clusters Score -267699.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -267803.750000 Penalty: 2510.157715
	Iteration 3F: 3 clusters Score -267803.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -267899.812500 Penalty: 2510.157715
	Iteration 4Q: 3 clusters Score -267899.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -267991.187500 Penalty: 2510.157715
	Iteration 5Q: 3 clusters Score -267991.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -268065.625000 Penalty: 2510.157715
	Iteration 6Q: 3 clusters Score -268065.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -268140.437500 Penalty: 2510.157715
	Iteration 7Q: 3 clusters Score -268140.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -268229.281250 Penalty: 2510.157715
	Iteration 8Q: 3 clusters Score -268229.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -268290.062500 Penalty: 2510.157715
	Iteration 9Q: 3 clusters Score -268290.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -268349.812500 Penalty: 2510.157715
	Iteration 10Q: 3 clusters Score -268349.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -268390.031250 Penalty: 2510.157715
	Iteration 11Q: 3 clusters Score -268390 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -268417.562500 Penalty: 2510.157715
	Iteration 12Q: 3 clusters Score -268417.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -268433.000000 Penalty: 2510.157715
	Iteration 13Q: 3 clusters Score -268433 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -268442.656250 Penalty: 2510.157715
	Iteration 14Q: 3 clusters Score -268442.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -268451.906250 Penalty: 2510.157715
	Iteration 15Q: 3 clusters Score -268451.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -268461.437500 Penalty: 2510.157715
	Iteration 16Q: 3 clusters Score -268461.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -268467.250000 Penalty: 2510.157715
	Iteration 17Q: 3 clusters Score -268467.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -268479.500000 Penalty: 2510.157715
	Iteration 18Q: 3 clusters Score -268479.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -268486.906250 Penalty: 2510.157715
	Iteration 19Q: 3 clusters Score -268486.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -268494.437500 Penalty: 2510.157715
	Iteration 20F: 3 clusters Score -268494.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -268500.906250 Penalty: 2510.157715
	Iteration 21Q: 3 clusters Score -268500.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -268506.906250 Penalty: 2510.157715
	Iteration 22Q: 3 clusters Score -268506.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -268509.093750 Penalty: 2510.157715
	Iteration 23Q: 3 clusters Score -268509.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -268510.218750 Penalty: 2510.157715
	Iteration 24Q: 3 clusters Score -268510.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -268512.031250 Penalty: 2510.157715
	Iteration 25Q: 3 clusters Score -268512 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -268514.187500 Penalty: 2510.157715
	Iteration 26Q: 3 clusters Score -268514.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -268514.718750 Penalty: 2510.157715
	Iteration 27Q: 3 clusters Score -268514.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -268516.187500 Penalty: 2510.157715
	Iteration 28Q: 3 clusters Score -268516.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -268516.781250 Penalty: 2510.157715
	Iteration 29Q: 3 clusters Score -268516.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -268517.250000 Penalty: 2510.157715
	Iteration 30Q: 3 clusters Score -268517.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -268517.250000 Penalty: 2510.157715
	Iteration 31F: 3 clusters Score -268517.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (34587 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34587 members 
Entering Unmasked Estep 
Score: -4387799.000000 Penalty: 1698.325317
	Iteration 0F: 2 clusters Score -4387799 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17203 members 
Mstep: Class 2 contains 17384 members 
Entering Unmasked Estep 
Score: -4364535.000000 Penalty: 3396.650635
	Iteration 0F: 3 clusters Score -4364535 nChanged 16011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16282 members 
Mstep: Class 2 contains 18305 members 
Entering Unmasked Estep 
Score: -4373534.500000 Penalty: 3396.650635
	Iteration 1F: 3 clusters Score -4373534 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15723 members 
Mstep: Class 2 contains 18864 members 
Entering Unmasked Estep 
Score: -4374076.000000 Penalty: 3396.650635
	Iteration 2Q: 3 clusters Score -4374076 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14882 members 
Mstep: Class 2 contains 19705 members 
Entering Unmasked Estep 
Score: -4374624.500000 Penalty: 3396.650635
	Iteration 3Q: 3 clusters Score -4374624 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13683 members 
Mstep: Class 2 contains 20904 members 
Entering Unmasked Estep 
Score: -4375464.500000 Penalty: 3396.650635
	Iteration 4Q: 3 clusters Score -4375464 nChanged 2045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12022 members 
Mstep: Class 2 contains 22565 members 
Entering Unmasked Estep 
Score: -4376652.000000 Penalty: 3396.650635
	Iteration 5F: 3 clusters Score -4376652 nChanged 2319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9967 members 
Mstep: Class 2 contains 24620 members 
Entering Unmasked Estep 
Score: -4378226.500000 Penalty: 3396.650635
	Iteration 6F: 3 clusters Score -4378226 nChanged 2292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7793 members 
Mstep: Class 2 contains 26794 members 
Entering Unmasked Estep 
Score: -4379846.500000 Penalty: 3396.650635
	Iteration 7F: 3 clusters Score -4379846 nChanged 2230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5615 members 
Mstep: Class 2 contains 28972 members 
Entering Unmasked Estep 
Score: -4381621.500000 Penalty: 3396.650635
	Iteration 8F: 3 clusters Score -4381622 nChanged 1969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 30931 members 
Entering Unmasked Estep 
Score: -4383201.000000 Penalty: 3396.650635
	Iteration 9F: 3 clusters Score -4383201 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 32405 members 
Entering Unmasked Estep 
Score: -4384427.500000 Penalty: 3396.650635
	Iteration 10Q: 3 clusters Score -4384428 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 33372 members 
Entering Unmasked Estep 
Score: -4385270.500000 Penalty: 3396.650635
	Iteration 11Q: 3 clusters Score -4385270 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 33915 members 
Entering Unmasked Estep 
Score: -4385756.000000 Penalty: 3396.650635
	Iteration 12Q: 3 clusters Score -4385756 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 34174 members 
Entering Unmasked Estep 
Score: -4386001.500000 Penalty: 3396.650635
	Iteration 13Q: 3 clusters Score -4386002 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 34259 members 
Entering Unmasked Estep 
Score: -4386103.500000 Penalty: 3396.650635
	Iteration 14Q: 3 clusters Score -4386104 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 34310 members 
Entering Unmasked Estep 
Score: -4386161.000000 Penalty: 3396.650635
	Iteration 15Q: 3 clusters Score -4386161 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 34337 members 
Entering Unmasked Estep 
Score: -4386198.000000 Penalty: 3396.650635
	Iteration 16Q: 3 clusters Score -4386198 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 34350 members 
Entering Unmasked Estep 
Score: -4386225.500000 Penalty: 3396.650635
	Iteration 17Q: 3 clusters Score -4386226 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 34361 members 
Entering Unmasked Estep 
Score: -4386244.000000 Penalty: 3396.650635
	Iteration 18Q: 3 clusters Score -4386244 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 34367 members 
Entering Unmasked Estep 
Score: -4386252.000000 Penalty: 3396.650635
	Iteration 19Q: 3 clusters Score -4386252 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 34368 members 
Entering Unmasked Estep 
Score: -4386252.000000 Penalty: 3396.650635
	Iteration 20F: 3 clusters Score -4386252 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 34370 members 
Entering Unmasked Estep 
Score: -4386256.000000 Penalty: 3396.650635
	Iteration 21Q: 3 clusters Score -4386256 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 34373 members 
Entering Unmasked Estep 
Score: -4386264.000000 Penalty: 3396.650635
	Iteration 22Q: 3 clusters Score -4386264 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 34374 members 
Entering Unmasked Estep 
Score: -4386264.000000 Penalty: 3396.650635
	Iteration 23Q: 3 clusters Score -4386264 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 34375 members 
Entering Unmasked Estep 
Score: -4386263.000000 Penalty: 3396.650635
	Iteration 24Q: 3 clusters Score -4386263 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 34376 members 
Entering Unmasked Estep 
Score: -4386264.500000 Penalty: 3396.650635
	Iteration 25Q: 3 clusters Score -4386264 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 34378 members 
Entering Unmasked Estep 
Score: -4386268.000000 Penalty: 3396.650635
	Iteration 26Q: 3 clusters Score -4386268 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 34379 members 
Entering Unmasked Estep 
Score: -4386267.000000 Penalty: 3396.650635
	Iteration 27Q: 3 clusters Score -4386267 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 34381 members 
Entering Unmasked Estep 
Score: -4386270.500000 Penalty: 3396.650635
	Iteration 28Q: 3 clusters Score -4386270 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 34383 members 
Entering Unmasked Estep 
Score: -4386269.500000 Penalty: 3396.650635
	Iteration 29Q: 3 clusters Score -4386270 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 34383 members 
Entering Unmasked Estep 
Score: -4386269.500000 Penalty: 3396.650635
	Iteration 30F: 3 clusters Score -4386270 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (17070 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17070 members 
Entering Unmasked Estep 
Score: -2140816.000000 Penalty: 1583.575195
	Iteration 0F: 2 clusters Score -2140816 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8534 members 
Mstep: Class 2 contains 8536 members 
Entering Unmasked Estep 
Score: -2129084.750000 Penalty: 3167.150391
	Iteration 0F: 3 clusters Score -2129085 nChanged 7636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8616 members 
Mstep: Class 2 contains 8454 members 
Entering Unmasked Estep 
Score: -2133519.250000 Penalty: 3167.150391
	Iteration 1F: 3 clusters Score -2133519 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8520 members 
Mstep: Class 2 contains 8550 members 
Entering Unmasked Estep 
Score: -2134183.500000 Penalty: 3167.150391
	Iteration 2F: 3 clusters Score -2134184 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8182 members 
Mstep: Class 2 contains 8888 members 
Entering Unmasked Estep 
Score: -2134879.000000 Penalty: 3167.150391
	Iteration 3F: 3 clusters Score -2134879 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7533 members 
Mstep: Class 2 contains 9537 members 
Entering Unmasked Estep 
Score: -2135721.500000 Penalty: 3167.150391
	Iteration 4F: 3 clusters Score -2135722 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6651 members 
Mstep: Class 2 contains 10419 members 
Entering Unmasked Estep 
Score: -2136758.250000 Penalty: 3167.150391
	Iteration 5F: 3 clusters Score -2136758 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5726 members 
Mstep: Class 2 contains 11344 members 
Entering Unmasked Estep 
Score: -2137843.750000 Penalty: 3167.150391
	Iteration 6F: 3 clusters Score -2137844 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 12165 members 
Entering Unmasked Estep 
Score: -2138819.250000 Penalty: 3167.150391
	Iteration 7F: 3 clusters Score -2138819 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 12823 members 
Entering Unmasked Estep 
Score: -2139572.750000 Penalty: 3167.150391
	Iteration 8F: 3 clusters Score -2139573 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 13246 members 
Entering Unmasked Estep 
Score: -2140062.250000 Penalty: 3167.150391
	Iteration 9Q: 3 clusters Score -2140062 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 13593 members 
Entering Unmasked Estep 
Score: -2140372.000000 Penalty: 3167.150391
	Iteration 10Q: 3 clusters Score -2140372 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 13838 members 
Entering Unmasked Estep 
Score: -2140529.000000 Penalty: 3167.150391
	Iteration 11Q: 3 clusters Score -2140529 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 14030 members 
Entering Unmasked Estep 
Score: -2140621.500000 Penalty: 3167.150391
	Iteration 12Q: 3 clusters Score -2140622 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 14184 members 
Entering Unmasked Estep 
Score: -2140691.000000 Penalty: 3167.150391
	Iteration 13Q: 3 clusters Score -2140691 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 14314 members 
Entering Unmasked Estep 
Score: -2140725.250000 Penalty: 3167.150391
	Iteration 14Q: 3 clusters Score -2140725 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 14421 members 
Entering Unmasked Estep 
Score: -2140760.250000 Penalty: 3167.150391
	Iteration 15Q: 3 clusters Score -2140760 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 14510 members 
Entering Unmasked Estep 
Score: -2140786.500000 Penalty: 3167.150391
	Iteration 16Q: 3 clusters Score -2140786 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 14574 members 
Entering Unmasked Estep 
Score: -2140810.750000 Penalty: 3167.150391
	Iteration 17Q: 3 clusters Score -2140811 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 14641 members 
Entering Unmasked Estep 
Score: -2140826.750000 Penalty: 3167.150391
	Iteration 18Q: 3 clusters Score -2140827 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 14707 members 
Entering Unmasked Estep 
Score: -2140844.000000 Penalty: 3167.150391
	Iteration 19Q: 3 clusters Score -2140844 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 14745 members 
Entering Unmasked Estep 
Score: -2140851.500000 Penalty: 3167.150391
	Iteration 20F: 3 clusters Score -2140852 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 14786 members 
Entering Unmasked Estep 
Score: -2140865.500000 Penalty: 3167.150391
	Iteration 21Q: 3 clusters Score -2140866 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 14818 members 
Entering Unmasked Estep 
Score: -2140867.000000 Penalty: 3167.150391
	Iteration 22Q: 3 clusters Score -2140867 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 14835 members 
Entering Unmasked Estep 
Score: -2140871.000000 Penalty: 3167.150391
	Iteration 23Q: 3 clusters Score -2140871 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 14858 members 
Entering Unmasked Estep 
Score: -2140878.250000 Penalty: 3167.150391
	Iteration 24Q: 3 clusters Score -2140878 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 14870 members 
Entering Unmasked Estep 
Score: -2140872.750000 Penalty: 3167.150391
	Iteration 25Q: 3 clusters Score -2140873 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 14880 members 
Entering Unmasked Estep 
Score: -2140873.250000 Penalty: 3167.150391
	Iteration 26Q: 3 clusters Score -2140873 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 14888 members 
Entering Unmasked Estep 
Score: -2140875.000000 Penalty: 3167.150391
	Iteration 27Q: 3 clusters Score -2140875 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 14892 members 
Entering Unmasked Estep 
Score: -2140875.250000 Penalty: 3167.150391
	Iteration 28Q: 3 clusters Score -2140875 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 14896 members 
Entering Unmasked Estep 
Score: -2140879.750000 Penalty: 3167.150391
	Iteration 29Q: 3 clusters Score -2140880 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 14899 members 
Entering Unmasked Estep 
Score: -2140880.250000 Penalty: 3167.150391
	Iteration 30Q: 3 clusters Score -2140880 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 14901 members 
Entering Unmasked Estep 
Score: -2140878.750000 Penalty: 3167.150391
	Iteration 31Q: 3 clusters Score -2140879 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 14901 members 
Entering Unmasked Estep 
Score: -2140878.750000 Penalty: 3167.150391
	Iteration 32F: 3 clusters Score -2140879 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 8902 members 
Mstep: Class 3 contains 101018 members 
Mstep: Class 4 contains 10480 members 
Mstep: Class 5 contains 2261 members 
Mstep: Class 6 contains 34587 members 
Mstep: Class 7 contains 2169 members 
Mstep: Class 8 contains 8124 members 
Mstep: Class 9 contains 18381 members 
Mstep: Class 10 contains 26268 members 
Mstep: Class 11 contains 6265 members 
Mstep: Class 12 contains 3237 members 
Mstep: Class 13 contains 18372 members 
Mstep: Class 14 contains 38337 members 
Mstep: Class 15 contains 46033 members 
Mstep: Class 16 contains 3853 members 
Mstep: Class 17 contains 6411 members 
Mstep: Class 18 contains 47843 members 
Mstep: Class 19 contains 3133 members 
Mstep: Class 20 contains 2892 members 
Mstep: Class 21 contains 1101 members 
Mstep: Class 22 contains 3330 members 
Mstep: Class 23 contains 45693 members 
Mstep: Class 24 contains 13189 members 
Mstep: Class 25 contains 12658 members 
Mstep: Class 26 contains 2885 members 
Mstep: Class 27 contains 9456 members 
Mstep: Class 28 contains 2315 members 
Mstep: Class 29 contains 24051 members 
Mstep: Class 30 contains 49617 members 
Mstep: Class 31 contains 4429 members 
Mstep: Class 32 contains 23807 members 
Mstep: Class 33 contains 12514 members 
Mstep: Class 34 contains 6294 members 
Mstep: Class 35 contains 148210 members 
Mstep: Class 36 contains 2376 members 
Mstep: Class 37 contains 17478 members 
Mstep: Class 38 contains 8635 members 
Mstep: Class 39 contains 3373 members 
Mstep: Class 40 contains 14635 members 
Mstep: Class 41 contains 10609 members 
Mstep: Class 42 contains 14901 members 
Entering Unmasked Estep 
Score: -100297904.000000 Penalty: 92941.679688
Splitting cluster 7 changes total score from -100298224.000000 to -100297904.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (8124 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8124 members 
Entering Unmasked Estep 
Score: -1025091.375000 Penalty: 1462.918945
	Iteration 0F: 2 clusters Score -1025091 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -1019110.125000 Penalty: 2925.837891
	Iteration 0F: 3 clusters Score -1019110 nChanged 3434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -1020991.250000 Penalty: 2925.837891
	Iteration 1F: 3 clusters Score -1020991 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -1021335.812500 Penalty: 2925.837891
	Iteration 2F: 3 clusters Score -1021336 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -1021719.562500 Penalty: 2925.837891
	Iteration 3F: 3 clusters Score -1021720 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -1022156.750000 Penalty: 2925.837891
	Iteration 4F: 3 clusters Score -1022157 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5860 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -1022645.375000 Penalty: 2925.837891
	Iteration 5F: 3 clusters Score -1022645 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6166 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -1023107.750000 Penalty: 2925.837891
	Iteration 6F: 3 clusters Score -1023108 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6402 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -1023461.875000 Penalty: 2925.837891
	Iteration 7F: 3 clusters Score -1023462 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6590 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -1023680.437500 Penalty: 2925.837891
	Iteration 8Q: 3 clusters Score -1023680 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6774 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -1023850.812500 Penalty: 2925.837891
	Iteration 9Q: 3 clusters Score -1023851 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6935 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -1023979.562500 Penalty: 2925.837891
	Iteration 10Q: 3 clusters Score -1023980 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7054 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -1024068.437500 Penalty: 2925.837891
	Iteration 11Q: 3 clusters Score -1024068 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7136 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -1024122.062500 Penalty: 2925.837891
	Iteration 12Q: 3 clusters Score -1024122 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7205 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -1024167.062500 Penalty: 2925.837891
	Iteration 13Q: 3 clusters Score -1024167 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7252 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -1024195.062500 Penalty: 2925.837891
	Iteration 14Q: 3 clusters Score -1024195 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7289 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -1024216.437500 Penalty: 2925.837891
	Iteration 15Q: 3 clusters Score -1024216 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7321 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -1024240.312500 Penalty: 2925.837891
	Iteration 16Q: 3 clusters Score -1024240 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7350 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -1024262.312500 Penalty: 2925.837891
	Iteration 17Q: 3 clusters Score -1024262 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7369 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -1024281.562500 Penalty: 2925.837891
	Iteration 18Q: 3 clusters Score -1024282 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7387 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -1024289.562500 Penalty: 2925.837891
	Iteration 19Q: 3 clusters Score -1024290 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7399 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -1024294.812500 Penalty: 2925.837891
	Iteration 20F: 3 clusters Score -1024295 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7407 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -1024301.687500 Penalty: 2925.837891
	Iteration 21Q: 3 clusters Score -1024302 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7418 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -1024308.187500 Penalty: 2925.837891
	Iteration 22Q: 3 clusters Score -1024308 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7422 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -1024309.250000 Penalty: 2925.837891
	Iteration 23Q: 3 clusters Score -1024309 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7427 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -1024313.750000 Penalty: 2925.837891
	Iteration 24Q: 3 clusters Score -1024314 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7436 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -1024320.437500 Penalty: 2925.837891
	Iteration 25Q: 3 clusters Score -1024320 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7444 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -1024326.000000 Penalty: 2925.837891
	Iteration 26Q: 3 clusters Score -1024326 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7450 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -1024333.812500 Penalty: 2925.837891
	Iteration 27Q: 3 clusters Score -1024334 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7463 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -1024342.812500 Penalty: 2925.837891
	Iteration 28Q: 3 clusters Score -1024343 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7472 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -1024350.750000 Penalty: 2925.837891
	Iteration 29Q: 3 clusters Score -1024351 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7476 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -1024357.687500 Penalty: 2925.837891
	Iteration 30Q: 3 clusters Score -1024358 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7480 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -1024362.750000 Penalty: 2925.837891
	Iteration 31Q: 3 clusters Score -1024363 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7486 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -1024367.750000 Penalty: 2925.837891
	Iteration 32Q: 3 clusters Score -1024368 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7489 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -1024369.875000 Penalty: 2925.837891
	Iteration 33Q: 3 clusters Score -1024370 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7490 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -1024370.812500 Penalty: 2925.837891
	Iteration 34Q: 3 clusters Score -1024371 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7495 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -1024375.437500 Penalty: 2925.837891
	Iteration 35Q: 3 clusters Score -1024375 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7499 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -1024379.562500 Penalty: 2925.837891
	Iteration 36Q: 3 clusters Score -1024380 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7504 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -1024381.875000 Penalty: 2925.837891
	Iteration 37Q: 3 clusters Score -1024382 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7516 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -1024390.000000 Penalty: 2925.837891
	Iteration 38Q: 3 clusters Score -1024390 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7522 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -1024394.500000 Penalty: 2925.837891
	Iteration 39Q: 3 clusters Score -1024394 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7525 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -1024399.187500 Penalty: 2925.837891
	Iteration 40F: 3 clusters Score -1024399 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7527 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -1024398.500000 Penalty: 2925.837891
	Iteration 41Q: 3 clusters Score -1024398 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7527 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -1024400.187500 Penalty: 2925.837891
	Iteration 42Q: 3 clusters Score -1024400 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7527 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -1024400.187500 Penalty: 2925.837891
	Iteration 43F: 3 clusters Score -1024400 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (18381 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18381 members 
Entering Unmasked Estep 
Score: -2292279.250000 Penalty: 1595.599365
	Iteration 0F: 2 clusters Score -2292279 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9099 members 
Mstep: Class 2 contains 9282 members 
Entering Unmasked Estep 
Score: -2279743.000000 Penalty: 3191.198730
	Iteration 0F: 3 clusters Score -2279743 nChanged 8271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8508 members 
Mstep: Class 2 contains 9873 members 
Entering Unmasked Estep 
Score: -2284366.000000 Penalty: 3191.198730
	Iteration 1F: 3 clusters Score -2284366 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8153 members 
Mstep: Class 2 contains 10228 members 
Entering Unmasked Estep 
Score: -2284957.500000 Penalty: 3191.198730
	Iteration 2F: 3 clusters Score -2284958 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7617 members 
Mstep: Class 2 contains 10764 members 
Entering Unmasked Estep 
Score: -2285747.250000 Penalty: 3191.198730
	Iteration 3F: 3 clusters Score -2285747 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6918 members 
Mstep: Class 2 contains 11463 members 
Entering Unmasked Estep 
Score: -2286724.000000 Penalty: 3191.198730
	Iteration 4F: 3 clusters Score -2286724 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6140 members 
Mstep: Class 2 contains 12241 members 
Entering Unmasked Estep 
Score: -2287696.750000 Penalty: 3191.198730
	Iteration 5F: 3 clusters Score -2287697 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5452 members 
Mstep: Class 2 contains 12929 members 
Entering Unmasked Estep 
Score: -2288474.000000 Penalty: 3191.198730
	Iteration 6F: 3 clusters Score -2288474 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 13504 members 
Entering Unmasked Estep 
Score: -2289011.250000 Penalty: 3191.198730
	Iteration 7F: 3 clusters Score -2289011 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 13915 members 
Entering Unmasked Estep 
Score: -2289312.000000 Penalty: 3191.198730
	Iteration 8Q: 3 clusters Score -2289312 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 14242 members 
Entering Unmasked Estep 
Score: -2289495.250000 Penalty: 3191.198730
	Iteration 9Q: 3 clusters Score -2289495 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 14527 members 
Entering Unmasked Estep 
Score: -2289644.000000 Penalty: 3191.198730
	Iteration 10Q: 3 clusters Score -2289644 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 14779 members 
Entering Unmasked Estep 
Score: -2289780.250000 Penalty: 3191.198730
	Iteration 11Q: 3 clusters Score -2289780 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 15026 members 
Entering Unmasked Estep 
Score: -2289917.250000 Penalty: 3191.198730
	Iteration 12Q: 3 clusters Score -2289917 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 15248 members 
Entering Unmasked Estep 
Score: -2290056.000000 Penalty: 3191.198730
	Iteration 13Q: 3 clusters Score -2290056 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 15439 members 
Entering Unmasked Estep 
Score: -2290208.500000 Penalty: 3191.198730
	Iteration 14Q: 3 clusters Score -2290208 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 15620 members 
Entering Unmasked Estep 
Score: -2290393.000000 Penalty: 3191.198730
	Iteration 15Q: 3 clusters Score -2290393 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 15759 members 
Entering Unmasked Estep 
Score: -2290595.500000 Penalty: 3191.198730
	Iteration 16Q: 3 clusters Score -2290596 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 15885 members 
Entering Unmasked Estep 
Score: -2290833.500000 Penalty: 3191.198730
	Iteration 17Q: 3 clusters Score -2290834 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 15971 members 
Entering Unmasked Estep 
Score: -2291021.500000 Penalty: 3191.198730
	Iteration 18Q: 3 clusters Score -2291022 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 16030 members 
Entering Unmasked Estep 
Score: -2291184.500000 Penalty: 3191.198730
	Iteration 19Q: 3 clusters Score -2291184 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 16063 members 
Entering Unmasked Estep 
Score: -2291330.000000 Penalty: 3191.198730
	Iteration 20F: 3 clusters Score -2291330 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 16087 members 
Entering Unmasked Estep 
Score: -2291433.250000 Penalty: 3191.198730
	Iteration 21Q: 3 clusters Score -2291433 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 16120 members 
Entering Unmasked Estep 
Score: -2291533.000000 Penalty: 3191.198730
	Iteration 22Q: 3 clusters Score -2291533 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 16123 members 
Entering Unmasked Estep 
Score: -2291607.500000 Penalty: 3191.198730
	Iteration 23Q: 3 clusters Score -2291608 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 16124 members 
Entering Unmasked Estep 
Score: -2291672.000000 Penalty: 3191.198730
	Iteration 24Q: 3 clusters Score -2291672 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 16104 members 
Entering Unmasked Estep 
Score: -2291721.250000 Penalty: 3191.198730
	Iteration 25Q: 3 clusters Score -2291721 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 16089 members 
Entering Unmasked Estep 
Score: -2291772.250000 Penalty: 3191.198730
	Iteration 26Q: 3 clusters Score -2291772 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 16073 members 
Entering Unmasked Estep 
Score: -2291798.750000 Penalty: 3191.198730
	Iteration 27Q: 3 clusters Score -2291799 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 16063 members 
Entering Unmasked Estep 
Score: -2291828.500000 Penalty: 3191.198730
	Iteration 28Q: 3 clusters Score -2291828 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 16054 members 
Entering Unmasked Estep 
Score: -2291840.500000 Penalty: 3191.198730
	Iteration 29Q: 3 clusters Score -2291840 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 16043 members 
Entering Unmasked Estep 
Score: -2291860.250000 Penalty: 3191.198730
	Iteration 30Q: 3 clusters Score -2291860 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 16031 members 
Entering Unmasked Estep 
Score: -2291870.000000 Penalty: 3191.198730
	Iteration 31Q: 3 clusters Score -2291870 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 16018 members 
Entering Unmasked Estep 
Score: -2291876.000000 Penalty: 3191.198730
	Iteration 32Q: 3 clusters Score -2291876 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 15997 members 
Entering Unmasked Estep 
Score: -2291885.750000 Penalty: 3191.198730
	Iteration 33Q: 3 clusters Score -2291886 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 15977 members 
Entering Unmasked Estep 
Score: -2291899.000000 Penalty: 3191.198730
	Iteration 34Q: 3 clusters Score -2291899 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 15961 members 
Entering Unmasked Estep 
Score: -2291899.750000 Penalty: 3191.198730
	Iteration 35Q: 3 clusters Score -2291900 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 15940 members 
Entering Unmasked Estep 
Score: -2291900.750000 Penalty: 3191.198730
	Iteration 36Q: 3 clusters Score -2291901 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 15923 members 
Entering Unmasked Estep 
Score: -2291899.750000 Penalty: 3191.198730
	Iteration 37Q: 3 clusters Score -2291900 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 15914 members 
Entering Unmasked Estep 
Score: -2291902.250000 Penalty: 3191.198730
	Iteration 38Q: 3 clusters Score -2291902 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 15909 members 
Entering Unmasked Estep 
Score: -2291903.500000 Penalty: 3191.198730
	Iteration 39Q: 3 clusters Score -2291904 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 15902 members 
Entering Unmasked Estep 
Score: -2291902.500000 Penalty: 3191.198730
	Iteration 40F: 3 clusters Score -2291902 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 15897 members 
Entering Unmasked Estep 
Score: -2291908.000000 Penalty: 3191.198730
	Iteration 41Q: 3 clusters Score -2291908 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 15892 members 
Entering Unmasked Estep 
Score: -2291906.500000 Penalty: 3191.198730
	Iteration 42Q: 3 clusters Score -2291906 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 15889 members 
Entering Unmasked Estep 
Score: -2291907.000000 Penalty: 3191.198730
	Iteration 43Q: 3 clusters Score -2291907 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 15885 members 
Entering Unmasked Estep 
Score: -2291906.250000 Penalty: 3191.198730
	Iteration 44Q: 3 clusters Score -2291906 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 15883 members 
Entering Unmasked Estep 
Score: -2291903.750000 Penalty: 3191.198730
	Iteration 45Q: 3 clusters Score -2291904 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 15879 members 
Entering Unmasked Estep 
Score: -2291901.500000 Penalty: 3191.198730
	Iteration 46Q: 3 clusters Score -2291902 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 15872 members 
Entering Unmasked Estep 
Score: -2291904.000000 Penalty: 3191.198730
	Iteration 47Q: 3 clusters Score -2291904 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 15868 members 
Entering Unmasked Estep 
Score: -2291905.000000 Penalty: 3191.198730
	Iteration 48Q: 3 clusters Score -2291905 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 15866 members 
Entering Unmasked Estep 
Score: -2291906.250000 Penalty: 3191.198730
	Iteration 49Q: 3 clusters Score -2291906 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 15863 members 
Entering Unmasked Estep 
Score: -2291904.250000 Penalty: 3191.198730
	Iteration 50Q: 3 clusters Score -2291904 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 15860 members 
Entering Unmasked Estep 
Score: -2291901.750000 Penalty: 3191.198730
	Iteration 51Q: 3 clusters Score -2291902 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 15857 members 
Entering Unmasked Estep 
Score: -2291906.750000 Penalty: 3191.198730
	Iteration 52Q: 3 clusters Score -2291907 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 15853 members 
Entering Unmasked Estep 
Score: -2291908.750000 Penalty: 3191.198730
	Iteration 53Q: 3 clusters Score -2291909 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 15852 members 
Entering Unmasked Estep 
Score: -2291907.500000 Penalty: 3191.198730
	Iteration 54Q: 3 clusters Score -2291908 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 15852 members 
Entering Unmasked Estep 
Score: -2291907.500000 Penalty: 3191.198730
	Iteration 55F: 3 clusters Score -2291908 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (26268 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26268 members 
Entering Unmasked Estep 
Score: -3299808.000000 Penalty: 1653.617310
	Iteration 0F: 2 clusters Score -3299808 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13102 members 
Mstep: Class 2 contains 13166 members 
Entering Unmasked Estep 
Score: -3281915.000000 Penalty: 3307.234619
	Iteration 0F: 3 clusters Score -3281915 nChanged 12068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12570 members 
Mstep: Class 2 contains 13698 members 
Entering Unmasked Estep 
Score: -3288794.500000 Penalty: 3307.234619
	Iteration 1F: 3 clusters Score -3288794 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12217 members 
Mstep: Class 2 contains 14051 members 
Entering Unmasked Estep 
Score: -3289243.250000 Penalty: 3307.234619
	Iteration 2Q: 3 clusters Score -3289243 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11813 members 
Mstep: Class 2 contains 14455 members 
Entering Unmasked Estep 
Score: -3289745.250000 Penalty: 3307.234619
	Iteration 3Q: 3 clusters Score -3289745 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11299 members 
Mstep: Class 2 contains 14969 members 
Entering Unmasked Estep 
Score: -3290280.000000 Penalty: 3307.234619
	Iteration 4Q: 3 clusters Score -3290280 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10716 members 
Mstep: Class 2 contains 15552 members 
Entering Unmasked Estep 
Score: -3290808.250000 Penalty: 3307.234619
	Iteration 5Q: 3 clusters Score -3290808 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10051 members 
Mstep: Class 2 contains 16217 members 
Entering Unmasked Estep 
Score: -3291387.000000 Penalty: 3307.234619
	Iteration 6Q: 3 clusters Score -3291387 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9272 members 
Mstep: Class 2 contains 16996 members 
Entering Unmasked Estep 
Score: -3292103.250000 Penalty: 3307.234619
	Iteration 7Q: 3 clusters Score -3292103 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8415 members 
Mstep: Class 2 contains 17853 members 
Entering Unmasked Estep 
Score: -3292974.250000 Penalty: 3307.234619
	Iteration 8F: 3 clusters Score -3292974 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7514 members 
Mstep: Class 2 contains 18754 members 
Entering Unmasked Estep 
Score: -3293924.250000 Penalty: 3307.234619
	Iteration 9F: 3 clusters Score -3293924 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6693 members 
Mstep: Class 2 contains 19575 members 
Entering Unmasked Estep 
Score: -3295033.750000 Penalty: 3307.234619
	Iteration 10Q: 3 clusters Score -3295034 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6032 members 
Mstep: Class 2 contains 20236 members 
Entering Unmasked Estep 
Score: -3296286.000000 Penalty: 3307.234619
	Iteration 11Q: 3 clusters Score -3296286 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5626 members 
Mstep: Class 2 contains 20642 members 
Entering Unmasked Estep 
Score: -3297361.000000 Penalty: 3307.234619
	Iteration 12Q: 3 clusters Score -3297361 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5442 members 
Mstep: Class 2 contains 20826 members 
Entering Unmasked Estep 
Score: -3298072.500000 Penalty: 3307.234619
	Iteration 13Q: 3 clusters Score -3298072 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 20940 members 
Entering Unmasked Estep 
Score: -3298518.250000 Penalty: 3307.234619
	Iteration 14Q: 3 clusters Score -3298518 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5233 members 
Mstep: Class 2 contains 21035 members 
Entering Unmasked Estep 
Score: -3298873.500000 Penalty: 3307.234619
	Iteration 15Q: 3 clusters Score -3298874 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 21082 members 
Entering Unmasked Estep 
Score: -3299076.500000 Penalty: 3307.234619
	Iteration 16Q: 3 clusters Score -3299076 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5124 members 
Mstep: Class 2 contains 21144 members 
Entering Unmasked Estep 
Score: -3299213.500000 Penalty: 3307.234619
	Iteration 17Q: 3 clusters Score -3299214 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 21186 members 
Entering Unmasked Estep 
Score: -3299300.000000 Penalty: 3307.234619
	Iteration 18Q: 3 clusters Score -3299300 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 21222 members 
Entering Unmasked Estep 
Score: -3299341.500000 Penalty: 3307.234619
	Iteration 19Q: 3 clusters Score -3299342 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 21249 members 
Entering Unmasked Estep 
Score: -3299376.750000 Penalty: 3307.234619
	Iteration 20F: 3 clusters Score -3299377 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 21278 members 
Entering Unmasked Estep 
Score: -3299389.500000 Penalty: 3307.234619
	Iteration 21Q: 3 clusters Score -3299390 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4965 members 
Mstep: Class 2 contains 21303 members 
Entering Unmasked Estep 
Score: -3299402.000000 Penalty: 3307.234619
	Iteration 22Q: 3 clusters Score -3299402 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 21327 members 
Entering Unmasked Estep 
Score: -3299395.500000 Penalty: 3307.234619
	Iteration 23Q: 3 clusters Score -3299396 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 21352 members 
Entering Unmasked Estep 
Score: -3299400.750000 Penalty: 3307.234619
	Iteration 24Q: 3 clusters Score -3299401 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 21369 members 
Entering Unmasked Estep 
Score: -3299415.500000 Penalty: 3307.234619
	Iteration 25Q: 3 clusters Score -3299416 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 21368 members 
Entering Unmasked Estep 
Score: -3299413.250000 Penalty: 3307.234619
	Iteration 26Q: 3 clusters Score -3299413 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 21369 members 
Entering Unmasked Estep 
Score: -3299420.000000 Penalty: 3307.234619
	Iteration 27Q: 3 clusters Score -3299420 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 21369 members 
Entering Unmasked Estep 
Score: -3299421.750000 Penalty: 3307.234619
	Iteration 28Q: 3 clusters Score -3299422 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 21369 members 
Entering Unmasked Estep 
Score: -3299419.250000 Penalty: 3307.234619
	Iteration 29Q: 3 clusters Score -3299419 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 21371 members 
Entering Unmasked Estep 
Score: -3299419.750000 Penalty: 3307.234619
	Iteration 30Q: 3 clusters Score -3299420 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 21373 members 
Entering Unmasked Estep 
Score: -3299421.500000 Penalty: 3307.234619
	Iteration 31Q: 3 clusters Score -3299422 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 21374 members 
Entering Unmasked Estep 
Score: -3299423.750000 Penalty: 3307.234619
	Iteration 32Q: 3 clusters Score -3299424 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 21375 members 
Entering Unmasked Estep 
Score: -3299424.000000 Penalty: 3307.234619
	Iteration 33Q: 3 clusters Score -3299424 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 21375 members 
Entering Unmasked Estep 
Score: -3299424.000000 Penalty: 3307.234619
	Iteration 34F: 3 clusters Score -3299424 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (6265 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6265 members 
Entering Unmasked Estep 
Score: -760660.812500 Penalty: 1420.694214
	Iteration 0F: 2 clusters Score -760660.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -755883.562500 Penalty: 2841.388428
	Iteration 0F: 3 clusters Score -755883.6 nChanged 2654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -757498.812500 Penalty: 2841.388428
	Iteration 1F: 3 clusters Score -757498.8 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -758071.312500 Penalty: 2841.388428
	Iteration 2F: 3 clusters Score -758071.3 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -758683.187500 Penalty: 2841.388428
	Iteration 3F: 3 clusters Score -758683.2 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -759149.500000 Penalty: 2841.388428
	Iteration 4F: 3 clusters Score -759149.5 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -759475.437500 Penalty: 2841.388428
	Iteration 5F: 3 clusters Score -759475.4 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -759689.250000 Penalty: 2841.388428
	Iteration 6Q: 3 clusters Score -759689.2 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -759812.562500 Penalty: 2841.388428
	Iteration 7Q: 3 clusters Score -759812.6 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -759886.437500 Penalty: 2841.388428
	Iteration 8Q: 3 clusters Score -759886.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -759931.312500 Penalty: 2841.388428
	Iteration 9Q: 3 clusters Score -759931.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -759966.125000 Penalty: 2841.388428
	Iteration 10Q: 3 clusters Score -759966.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -759989.250000 Penalty: 2841.388428
	Iteration 11Q: 3 clusters Score -759989.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -760001.250000 Penalty: 2841.388428
	Iteration 12Q: 3 clusters Score -760001.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -760013.312500 Penalty: 2841.388428
	Iteration 13Q: 3 clusters Score -760013.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -760022.687500 Penalty: 2841.388428
	Iteration 14Q: 3 clusters Score -760022.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -760028.187500 Penalty: 2841.388428
	Iteration 15Q: 3 clusters Score -760028.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -760031.500000 Penalty: 2841.388428
	Iteration 16Q: 3 clusters Score -760031.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -760034.000000 Penalty: 2841.388428
	Iteration 17Q: 3 clusters Score -760034 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -760038.687500 Penalty: 2841.388428
	Iteration 18Q: 3 clusters Score -760038.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -760044.062500 Penalty: 2841.388428
	Iteration 19Q: 3 clusters Score -760044.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -760045.187500 Penalty: 2841.388428
	Iteration 20F: 3 clusters Score -760045.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -760047.187500 Penalty: 2841.388428
	Iteration 21Q: 3 clusters Score -760047.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -760050.437500 Penalty: 2841.388428
	Iteration 22Q: 3 clusters Score -760050.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -760052.312500 Penalty: 2841.388428
	Iteration 23Q: 3 clusters Score -760052.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -760051.000000 Penalty: 2841.388428
	Iteration 24Q: 3 clusters Score -760051 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -760051.000000 Penalty: 2841.388428
	Iteration 25F: 3 clusters Score -760051 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (3237 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Entering Unmasked Estep 
Score: -406509.312500 Penalty: 1313.390381
	Iteration 0F: 2 clusters Score -406509.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -403618.343750 Penalty: 2626.780762
	Iteration 0F: 3 clusters Score -403618.3 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -404351.062500 Penalty: 2626.780762
	Iteration 1F: 3 clusters Score -404351.1 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -404510.875000 Penalty: 2626.780762
	Iteration 2F: 3 clusters Score -404510.9 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -404594.562500 Penalty: 2626.780762
	Iteration 3Q: 3 clusters Score -404594.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -404650.781250 Penalty: 2626.780762
	Iteration 4Q: 3 clusters Score -404650.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -404685.906250 Penalty: 2626.780762
	Iteration 5Q: 3 clusters Score -404685.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -404709.250000 Penalty: 2626.780762
	Iteration 6Q: 3 clusters Score -404709.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -404731.468750 Penalty: 2626.780762
	Iteration 7Q: 3 clusters Score -404731.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -404764.937500 Penalty: 2626.780762
	Iteration 8Q: 3 clusters Score -404764.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -404792.656250 Penalty: 2626.780762
	Iteration 9Q: 3 clusters Score -404792.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -404821.750000 Penalty: 2626.780762
	Iteration 10Q: 3 clusters Score -404821.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -404849.937500 Penalty: 2626.780762
	Iteration 11Q: 3 clusters Score -404849.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -404880.437500 Penalty: 2626.780762
	Iteration 12Q: 3 clusters Score -404880.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -404918.843750 Penalty: 2626.780762
	Iteration 13Q: 3 clusters Score -404918.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -404950.718750 Penalty: 2626.780762
	Iteration 14Q: 3 clusters Score -404950.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -404991.781250 Penalty: 2626.780762
	Iteration 15Q: 3 clusters Score -404991.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -405040.437500 Penalty: 2626.780762
	Iteration 16Q: 3 clusters Score -405040.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -405082.625000 Penalty: 2626.780762
	Iteration 17Q: 3 clusters Score -405082.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -405114.218750 Penalty: 2626.780762
	Iteration 18Q: 3 clusters Score -405114.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -405156.843750 Penalty: 2626.780762
	Iteration 19Q: 3 clusters Score -405156.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -405192.031250 Penalty: 2626.780762
	Iteration 20F: 3 clusters Score -405192 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -405226.687500 Penalty: 2626.780762
	Iteration 21Q: 3 clusters Score -405226.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -405264.593750 Penalty: 2626.780762
	Iteration 22Q: 3 clusters Score -405264.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -405294.468750 Penalty: 2626.780762
	Iteration 23Q: 3 clusters Score -405294.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -405312.687500 Penalty: 2626.780762
	Iteration 24Q: 3 clusters Score -405312.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -405328.406250 Penalty: 2626.780762
	Iteration 25Q: 3 clusters Score -405328.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -405340.312500 Penalty: 2626.780762
	Iteration 26Q: 3 clusters Score -405340.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -405346.562500 Penalty: 2626.780762
	Iteration 27Q: 3 clusters Score -405346.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -405354.937500 Penalty: 2626.780762
	Iteration 28Q: 3 clusters Score -405354.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -405368.500000 Penalty: 2626.780762
	Iteration 29Q: 3 clusters Score -405368.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -405371.500000 Penalty: 2626.780762
	Iteration 30Q: 3 clusters Score -405371.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -405375.968750 Penalty: 2626.780762
	Iteration 31Q: 3 clusters Score -405376 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -405378.281250 Penalty: 2626.780762
	Iteration 32Q: 3 clusters Score -405378.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -405378.906250 Penalty: 2626.780762
	Iteration 33Q: 3 clusters Score -405378.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -405379.156250 Penalty: 2626.780762
	Iteration 34Q: 3 clusters Score -405379.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -405378.718750 Penalty: 2626.780762
	Iteration 35Q: 3 clusters Score -405378.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -405378.718750 Penalty: 2626.780762
	Iteration 36F: 3 clusters Score -405378.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (18372 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18372 members 
Entering Unmasked Estep 
Score: -2129366.250000 Penalty: 1595.519775
	Iteration 0F: 2 clusters Score -2129366 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9150 members 
Mstep: Class 2 contains 9222 members 
Entering Unmasked Estep 
Score: -2116720.750000 Penalty: 3191.039551
	Iteration 0F: 3 clusters Score -2116721 nChanged 8293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9163 members 
Mstep: Class 2 contains 9209 members 
Entering Unmasked Estep 
Score: -2121911.500000 Penalty: 3191.039551
	Iteration 1F: 3 clusters Score -2121912 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9242 members 
Mstep: Class 2 contains 9130 members 
Entering Unmasked Estep 
Score: -2123000.750000 Penalty: 3191.039551
	Iteration 2F: 3 clusters Score -2123001 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9362 members 
Mstep: Class 2 contains 9010 members 
Entering Unmasked Estep 
Score: -2123987.750000 Penalty: 3191.039551
	Iteration 3F: 3 clusters Score -2123988 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9453 members 
Mstep: Class 2 contains 8919 members 
Entering Unmasked Estep 
Score: -2124739.750000 Penalty: 3191.039551
	Iteration 4F: 3 clusters Score -2124740 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9494 members 
Mstep: Class 2 contains 8878 members 
Entering Unmasked Estep 
Score: -2125287.750000 Penalty: 3191.039551
	Iteration 5F: 3 clusters Score -2125288 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9506 members 
Mstep: Class 2 contains 8866 members 
Entering Unmasked Estep 
Score: -2125667.000000 Penalty: 3191.039551
	Iteration 6Q: 3 clusters Score -2125667 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9506 members 
Mstep: Class 2 contains 8866 members 
Entering Unmasked Estep 
Score: -2125952.000000 Penalty: 3191.039551
	Iteration 7Q: 3 clusters Score -2125952 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9478 members 
Mstep: Class 2 contains 8894 members 
Entering Unmasked Estep 
Score: -2126148.000000 Penalty: 3191.039551
	Iteration 8Q: 3 clusters Score -2126148 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9462 members 
Mstep: Class 2 contains 8910 members 
Entering Unmasked Estep 
Score: -2126313.750000 Penalty: 3191.039551
	Iteration 9Q: 3 clusters Score -2126314 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9465 members 
Mstep: Class 2 contains 8907 members 
Entering Unmasked Estep 
Score: -2126449.250000 Penalty: 3191.039551
	Iteration 10Q: 3 clusters Score -2126449 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9471 members 
Mstep: Class 2 contains 8901 members 
Entering Unmasked Estep 
Score: -2126536.750000 Penalty: 3191.039551
	Iteration 11Q: 3 clusters Score -2126537 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9482 members 
Mstep: Class 2 contains 8890 members 
Entering Unmasked Estep 
Score: -2126626.000000 Penalty: 3191.039551
	Iteration 12Q: 3 clusters Score -2126626 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9490 members 
Mstep: Class 2 contains 8882 members 
Entering Unmasked Estep 
Score: -2126689.000000 Penalty: 3191.039551
	Iteration 13Q: 3 clusters Score -2126689 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9508 members 
Mstep: Class 2 contains 8864 members 
Entering Unmasked Estep 
Score: -2126750.750000 Penalty: 3191.039551
	Iteration 14Q: 3 clusters Score -2126751 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9540 members 
Mstep: Class 2 contains 8832 members 
Entering Unmasked Estep 
Score: -2126792.000000 Penalty: 3191.039551
	Iteration 15Q: 3 clusters Score -2126792 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9570 members 
Mstep: Class 2 contains 8802 members 
Entering Unmasked Estep 
Score: -2126827.000000 Penalty: 3191.039551
	Iteration 16Q: 3 clusters Score -2126827 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9601 members 
Mstep: Class 2 contains 8771 members 
Entering Unmasked Estep 
Score: -2126860.750000 Penalty: 3191.039551
	Iteration 17Q: 3 clusters Score -2126861 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9628 members 
Mstep: Class 2 contains 8744 members 
Entering Unmasked Estep 
Score: -2126872.500000 Penalty: 3191.039551
	Iteration 18Q: 3 clusters Score -2126872 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9653 members 
Mstep: Class 2 contains 8719 members 
Entering Unmasked Estep 
Score: -2126897.750000 Penalty: 3191.039551
	Iteration 19Q: 3 clusters Score -2126898 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9689 members 
Mstep: Class 2 contains 8683 members 
Entering Unmasked Estep 
Score: -2126916.750000 Penalty: 3191.039551
	Iteration 20F: 3 clusters Score -2126917 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9716 members 
Mstep: Class 2 contains 8656 members 
Entering Unmasked Estep 
Score: -2126927.500000 Penalty: 3191.039551
	Iteration 21Q: 3 clusters Score -2126928 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9746 members 
Mstep: Class 2 contains 8626 members 
Entering Unmasked Estep 
Score: -2126938.750000 Penalty: 3191.039551
	Iteration 22Q: 3 clusters Score -2126939 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9793 members 
Mstep: Class 2 contains 8579 members 
Entering Unmasked Estep 
Score: -2126947.750000 Penalty: 3191.039551
	Iteration 23Q: 3 clusters Score -2126948 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9848 members 
Mstep: Class 2 contains 8524 members 
Entering Unmasked Estep 
Score: -2126962.000000 Penalty: 3191.039551
	Iteration 24Q: 3 clusters Score -2126962 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9904 members 
Mstep: Class 2 contains 8468 members 
Entering Unmasked Estep 
Score: -2126975.250000 Penalty: 3191.039551
	Iteration 25Q: 3 clusters Score -2126975 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9981 members 
Mstep: Class 2 contains 8391 members 
Entering Unmasked Estep 
Score: -2126987.000000 Penalty: 3191.039551
	Iteration 26Q: 3 clusters Score -2126987 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10055 members 
Mstep: Class 2 contains 8317 members 
Entering Unmasked Estep 
Score: -2127009.000000 Penalty: 3191.039551
	Iteration 27Q: 3 clusters Score -2127009 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10129 members 
Mstep: Class 2 contains 8243 members 
Entering Unmasked Estep 
Score: -2127027.000000 Penalty: 3191.039551
	Iteration 28Q: 3 clusters Score -2127027 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10193 members 
Mstep: Class 2 contains 8179 members 
Entering Unmasked Estep 
Score: -2127034.000000 Penalty: 3191.039551
	Iteration 29Q: 3 clusters Score -2127034 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10247 members 
Mstep: Class 2 contains 8125 members 
Entering Unmasked Estep 
Score: -2127047.250000 Penalty: 3191.039551
	Iteration 30Q: 3 clusters Score -2127047 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10308 members 
Mstep: Class 2 contains 8064 members 
Entering Unmasked Estep 
Score: -2127054.000000 Penalty: 3191.039551
	Iteration 31Q: 3 clusters Score -2127054 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10365 members 
Mstep: Class 2 contains 8007 members 
Entering Unmasked Estep 
Score: -2127059.750000 Penalty: 3191.039551
	Iteration 32Q: 3 clusters Score -2127060 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10436 members 
Mstep: Class 2 contains 7936 members 
Entering Unmasked Estep 
Score: -2127069.500000 Penalty: 3191.039551
	Iteration 33Q: 3 clusters Score -2127070 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10513 members 
Mstep: Class 2 contains 7859 members 
Entering Unmasked Estep 
Score: -2127096.500000 Penalty: 3191.039551
	Iteration 34Q: 3 clusters Score -2127096 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10605 members 
Mstep: Class 2 contains 7767 members 
Entering Unmasked Estep 
Score: -2127113.000000 Penalty: 3191.039551
	Iteration 35Q: 3 clusters Score -2127113 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10681 members 
Mstep: Class 2 contains 7691 members 
Entering Unmasked Estep 
Score: -2127127.750000 Penalty: 3191.039551
	Iteration 36Q: 3 clusters Score -2127128 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10756 members 
Mstep: Class 2 contains 7616 members 
Entering Unmasked Estep 
Score: -2127137.750000 Penalty: 3191.039551
	Iteration 37Q: 3 clusters Score -2127138 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10816 members 
Mstep: Class 2 contains 7556 members 
Entering Unmasked Estep 
Score: -2127149.000000 Penalty: 3191.039551
	Iteration 38Q: 3 clusters Score -2127149 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10878 members 
Mstep: Class 2 contains 7494 members 
Entering Unmasked Estep 
Score: -2127163.750000 Penalty: 3191.039551
	Iteration 39Q: 3 clusters Score -2127164 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10959 members 
Mstep: Class 2 contains 7413 members 
Entering Unmasked Estep 
Score: -2127184.250000 Penalty: 3191.039551
	Iteration 40F: 3 clusters Score -2127184 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11035 members 
Mstep: Class 2 contains 7337 members 
Entering Unmasked Estep 
Score: -2127199.750000 Penalty: 3191.039551
	Iteration 41Q: 3 clusters Score -2127200 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11094 members 
Mstep: Class 2 contains 7278 members 
Entering Unmasked Estep 
Score: -2127210.500000 Penalty: 3191.039551
	Iteration 42Q: 3 clusters Score -2127210 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11164 members 
Mstep: Class 2 contains 7208 members 
Entering Unmasked Estep 
Score: -2127224.500000 Penalty: 3191.039551
	Iteration 43Q: 3 clusters Score -2127224 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11227 members 
Mstep: Class 2 contains 7145 members 
Entering Unmasked Estep 
Score: -2127226.500000 Penalty: 3191.039551
	Iteration 44Q: 3 clusters Score -2127226 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11313 members 
Mstep: Class 2 contains 7059 members 
Entering Unmasked Estep 
Score: -2127238.000000 Penalty: 3191.039551
	Iteration 45Q: 3 clusters Score -2127238 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11409 members 
Mstep: Class 2 contains 6963 members 
Entering Unmasked Estep 
Score: -2127259.250000 Penalty: 3191.039551
	Iteration 46Q: 3 clusters Score -2127259 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11513 members 
Mstep: Class 2 contains 6859 members 
Entering Unmasked Estep 
Score: -2127278.250000 Penalty: 3191.039551
	Iteration 47Q: 3 clusters Score -2127278 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11615 members 
Mstep: Class 2 contains 6757 members 
Entering Unmasked Estep 
Score: -2127291.000000 Penalty: 3191.039551
	Iteration 48Q: 3 clusters Score -2127291 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11722 members 
Mstep: Class 2 contains 6650 members 
Entering Unmasked Estep 
Score: -2127312.250000 Penalty: 3191.039551
	Iteration 49Q: 3 clusters Score -2127312 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11828 members 
Mstep: Class 2 contains 6544 members 
Entering Unmasked Estep 
Score: -2127336.500000 Penalty: 3191.039551
	Iteration 50Q: 3 clusters Score -2127336 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11931 members 
Mstep: Class 2 contains 6441 members 
Entering Unmasked Estep 
Score: -2127357.000000 Penalty: 3191.039551
	Iteration 51Q: 3 clusters Score -2127357 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12027 members 
Mstep: Class 2 contains 6345 members 
Entering Unmasked Estep 
Score: -2127381.500000 Penalty: 3191.039551
	Iteration 52Q: 3 clusters Score -2127382 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12142 members 
Mstep: Class 2 contains 6230 members 
Entering Unmasked Estep 
Score: -2127397.500000 Penalty: 3191.039551
	Iteration 53Q: 3 clusters Score -2127398 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12274 members 
Mstep: Class 2 contains 6098 members 
Entering Unmasked Estep 
Score: -2127420.000000 Penalty: 3191.039551
	Iteration 54Q: 3 clusters Score -2127420 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12416 members 
Mstep: Class 2 contains 5956 members 
Entering Unmasked Estep 
Score: -2127450.000000 Penalty: 3191.039551
	Iteration 55Q: 3 clusters Score -2127450 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12559 members 
Mstep: Class 2 contains 5813 members 
Entering Unmasked Estep 
Score: -2127489.250000 Penalty: 3191.039551
	Iteration 56Q: 3 clusters Score -2127489 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12704 members 
Mstep: Class 2 contains 5668 members 
Entering Unmasked Estep 
Score: -2127517.250000 Penalty: 3191.039551
	Iteration 57Q: 3 clusters Score -2127517 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12849 members 
Mstep: Class 2 contains 5523 members 
Entering Unmasked Estep 
Score: -2127547.250000 Penalty: 3191.039551
	Iteration 58Q: 3 clusters Score -2127547 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12990 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
Score: -2127582.750000 Penalty: 3191.039551
	Iteration 59Q: 3 clusters Score -2127583 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13135 members 
Mstep: Class 2 contains 5237 members 
Entering Unmasked Estep 
Score: -2127605.500000 Penalty: 3191.039551
	Iteration 60F: 3 clusters Score -2127606 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13296 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -2127653.500000 Penalty: 3191.039551
	Iteration 61Q: 3 clusters Score -2127654 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13465 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -2127695.000000 Penalty: 3191.039551
	Iteration 62Q: 3 clusters Score -2127695 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13641 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -2127735.000000 Penalty: 3191.039551
	Iteration 63Q: 3 clusters Score -2127735 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13838 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -2127790.750000 Penalty: 3191.039551
	Iteration 64Q: 3 clusters Score -2127791 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14025 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -2127835.750000 Penalty: 3191.039551
	Iteration 65Q: 3 clusters Score -2127836 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14218 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -2127894.000000 Penalty: 3191.039551
	Iteration 66Q: 3 clusters Score -2127894 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14413 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -2127944.250000 Penalty: 3191.039551
	Iteration 67Q: 3 clusters Score -2127944 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14621 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -2128015.000000 Penalty: 3191.039551
	Iteration 68Q: 3 clusters Score -2128015 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14837 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -2128091.500000 Penalty: 3191.039551
	Iteration 69Q: 3 clusters Score -2128092 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15044 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -2128168.250000 Penalty: 3191.039551
	Iteration 70Q: 3 clusters Score -2128168 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15239 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -2128235.250000 Penalty: 3191.039551
	Iteration 71Q: 3 clusters Score -2128235 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15418 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -2128296.750000 Penalty: 3191.039551
	Iteration 72Q: 3 clusters Score -2128297 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15586 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -2128352.000000 Penalty: 3191.039551
	Iteration 73Q: 3 clusters Score -2128352 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15741 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -2128417.750000 Penalty: 3191.039551
	Iteration 74Q: 3 clusters Score -2128418 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15884 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -2128457.750000 Penalty: 3191.039551
	Iteration 75Q: 3 clusters Score -2128458 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16021 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -2128503.500000 Penalty: 3191.039551
	Iteration 76Q: 3 clusters Score -2128504 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16167 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -2128543.750000 Penalty: 3191.039551
	Iteration 77Q: 3 clusters Score -2128544 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16305 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -2128588.500000 Penalty: 3191.039551
	Iteration 78Q: 3 clusters Score -2128588 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16428 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -2128640.750000 Penalty: 3191.039551
	Iteration 79Q: 3 clusters Score -2128641 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16557 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -2128698.250000 Penalty: 3191.039551
	Iteration 80F: 3 clusters Score -2128698 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16666 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -2128745.250000 Penalty: 3191.039551
	Iteration 81Q: 3 clusters Score -2128745 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16746 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -2128768.250000 Penalty: 3191.039551
	Iteration 82Q: 3 clusters Score -2128768 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16815 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -2128791.250000 Penalty: 3191.039551
	Iteration 83Q: 3 clusters Score -2128791 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16878 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -2128817.000000 Penalty: 3191.039551
	Iteration 84Q: 3 clusters Score -2128817 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16931 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -2128836.000000 Penalty: 3191.039551
	Iteration 85Q: 3 clusters Score -2128836 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16983 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -2128856.750000 Penalty: 3191.039551
	Iteration 86Q: 3 clusters Score -2128857 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17033 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -2128877.250000 Penalty: 3191.039551
	Iteration 87Q: 3 clusters Score -2128877 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17074 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -2128897.000000 Penalty: 3191.039551
	Iteration 88Q: 3 clusters Score -2128897 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17108 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -2128918.500000 Penalty: 3191.039551
	Iteration 89Q: 3 clusters Score -2128918 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17144 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -2128930.250000 Penalty: 3191.039551
	Iteration 90Q: 3 clusters Score -2128930 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17183 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -2128962.000000 Penalty: 3191.039551
	Iteration 91Q: 3 clusters Score -2128962 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17217 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -2128975.500000 Penalty: 3191.039551
	Iteration 92Q: 3 clusters Score -2128976 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17246 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -2128992.000000 Penalty: 3191.039551
	Iteration 93Q: 3 clusters Score -2128992 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17263 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -2129006.750000 Penalty: 3191.039551
	Iteration 94Q: 3 clusters Score -2129007 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17284 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -2129021.250000 Penalty: 3191.039551
	Iteration 95Q: 3 clusters Score -2129021 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17305 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -2129042.500000 Penalty: 3191.039551
	Iteration 96Q: 3 clusters Score -2129042 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17329 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -2129068.000000 Penalty: 3191.039551
	Iteration 97Q: 3 clusters Score -2129068 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17341 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -2129095.500000 Penalty: 3191.039551
	Iteration 98Q: 3 clusters Score -2129096 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17356 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -2129106.250000 Penalty: 3191.039551
	Iteration 99Q: 3 clusters Score -2129106 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17367 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -2129116.750000 Penalty: 3191.039551
	Iteration 100F: 3 clusters Score -2129117 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17371 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -2129117.000000 Penalty: 3191.039551
	Iteration 101Q: 3 clusters Score -2129117 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17375 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -2129118.250000 Penalty: 3191.039551
	Iteration 102Q: 3 clusters Score -2129118 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17380 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -2129122.250000 Penalty: 3191.039551
	Iteration 103Q: 3 clusters Score -2129122 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17384 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -2129125.250000 Penalty: 3191.039551
	Iteration 104Q: 3 clusters Score -2129125 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17384 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -2129126.000000 Penalty: 3191.039551
	Iteration 105Q: 3 clusters Score -2129126 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17386 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -2129129.250000 Penalty: 3191.039551
	Iteration 106Q: 3 clusters Score -2129129 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17384 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -2129131.000000 Penalty: 3191.039551
	Iteration 107Q: 3 clusters Score -2129131 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17384 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -2129132.500000 Penalty: 3191.039551
	Iteration 108Q: 3 clusters Score -2129132 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17383 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -2129130.250000 Penalty: 3191.039551
	Iteration 109Q: 3 clusters Score -2129130 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17384 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -2129131.000000 Penalty: 3191.039551
	Iteration 110Q: 3 clusters Score -2129131 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17384 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -2129131.000000 Penalty: 3191.039551
	Iteration 111F: 3 clusters Score -2129131 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (38337 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38337 members 
Entering Unmasked Estep 
Score: -4852872.500000 Penalty: 1715.052734
	Iteration 0F: 2 clusters Score -4852872 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19068 members 
Mstep: Class 2 contains 19269 members 
Entering Unmasked Estep 
Score: -4827012.500000 Penalty: 3430.105469
	Iteration 0F: 3 clusters Score -4827012 nChanged 17922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18468 members 
Mstep: Class 2 contains 19869 members 
Entering Unmasked Estep 
Score: -4837377.000000 Penalty: 3430.105469
	Iteration 1F: 3 clusters Score -4837377 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17997 members 
Mstep: Class 2 contains 20340 members 
Entering Unmasked Estep 
Score: -4837899.500000 Penalty: 3430.105469
	Iteration 2Q: 3 clusters Score -4837900 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17329 members 
Mstep: Class 2 contains 21008 members 
Entering Unmasked Estep 
Score: -4838577.500000 Penalty: 3430.105469
	Iteration 3Q: 3 clusters Score -4838578 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16341 members 
Mstep: Class 2 contains 21996 members 
Entering Unmasked Estep 
Score: -4839327.000000 Penalty: 3430.105469
	Iteration 4Q: 3 clusters Score -4839327 nChanged 2001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14978 members 
Mstep: Class 2 contains 23359 members 
Entering Unmasked Estep 
Score: -4840417.500000 Penalty: 3430.105469
	Iteration 5F: 3 clusters Score -4840418 nChanged 2164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13348 members 
Mstep: Class 2 contains 24989 members 
Entering Unmasked Estep 
Score: -4841907.500000 Penalty: 3430.105469
	Iteration 6F: 3 clusters Score -4841908 nChanged 2301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11567 members 
Mstep: Class 2 contains 26770 members 
Entering Unmasked Estep 
Score: -4843690.000000 Penalty: 3430.105469
	Iteration 7F: 3 clusters Score -4843690 nChanged 2132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9987 members 
Mstep: Class 2 contains 28350 members 
Entering Unmasked Estep 
Score: -4845344.000000 Penalty: 3430.105469
	Iteration 8F: 3 clusters Score -4845344 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8753 members 
Mstep: Class 2 contains 29584 members 
Entering Unmasked Estep 
Score: -4846656.500000 Penalty: 3430.105469
	Iteration 9Q: 3 clusters Score -4846656 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7766 members 
Mstep: Class 2 contains 30571 members 
Entering Unmasked Estep 
Score: -4847605.500000 Penalty: 3430.105469
	Iteration 10Q: 3 clusters Score -4847606 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6979 members 
Mstep: Class 2 contains 31358 members 
Entering Unmasked Estep 
Score: -4848210.500000 Penalty: 3430.105469
	Iteration 11Q: 3 clusters Score -4848210 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6299 members 
Mstep: Class 2 contains 32038 members 
Entering Unmasked Estep 
Score: -4848661.000000 Penalty: 3430.105469
	Iteration 12Q: 3 clusters Score -4848661 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5717 members 
Mstep: Class 2 contains 32620 members 
Entering Unmasked Estep 
Score: -4849031.000000 Penalty: 3430.105469
	Iteration 13Q: 3 clusters Score -4849031 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5189 members 
Mstep: Class 2 contains 33148 members 
Entering Unmasked Estep 
Score: -4849353.500000 Penalty: 3430.105469
	Iteration 14Q: 3 clusters Score -4849354 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 33624 members 
Entering Unmasked Estep 
Score: -4849662.500000 Penalty: 3430.105469
	Iteration 15Q: 3 clusters Score -4849662 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 34019 members 
Entering Unmasked Estep 
Score: -4849909.000000 Penalty: 3430.105469
	Iteration 16Q: 3 clusters Score -4849909 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 34356 members 
Entering Unmasked Estep 
Score: -4850151.000000 Penalty: 3430.105469
	Iteration 17Q: 3 clusters Score -4850151 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 34645 members 
Entering Unmasked Estep 
Score: -4850301.500000 Penalty: 3430.105469
	Iteration 18Q: 3 clusters Score -4850302 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 34900 members 
Entering Unmasked Estep 
Score: -4850486.500000 Penalty: 3430.105469
	Iteration 19Q: 3 clusters Score -4850486 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 35137 members 
Entering Unmasked Estep 
Score: -4850638.500000 Penalty: 3430.105469
	Iteration 20F: 3 clusters Score -4850638 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 35359 members 
Entering Unmasked Estep 
Score: -4850754.000000 Penalty: 3430.105469
	Iteration 21Q: 3 clusters Score -4850754 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 35534 members 
Entering Unmasked Estep 
Score: -4850872.500000 Penalty: 3430.105469
	Iteration 22Q: 3 clusters Score -4850872 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 35689 members 
Entering Unmasked Estep 
Score: -4850960.500000 Penalty: 3430.105469
	Iteration 23Q: 3 clusters Score -4850960 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 35838 members 
Entering Unmasked Estep 
Score: -4851041.000000 Penalty: 3430.105469
	Iteration 24Q: 3 clusters Score -4851041 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 35961 members 
Entering Unmasked Estep 
Score: -4851079.000000 Penalty: 3430.105469
	Iteration 25Q: 3 clusters Score -4851079 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 36048 members 
Entering Unmasked Estep 
Score: -4851126.000000 Penalty: 3430.105469
	Iteration 26Q: 3 clusters Score -4851126 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 36140 members 
Entering Unmasked Estep 
Score: -4851160.000000 Penalty: 3430.105469
	Iteration 27Q: 3 clusters Score -4851160 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 36217 members 
Entering Unmasked Estep 
Score: -4851189.000000 Penalty: 3430.105469
	Iteration 28Q: 3 clusters Score -4851189 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 36285 members 
Entering Unmasked Estep 
Score: -4851202.500000 Penalty: 3430.105469
	Iteration 29Q: 3 clusters Score -4851202 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 36351 members 
Entering Unmasked Estep 
Score: -4851219.500000 Penalty: 3430.105469
	Iteration 30Q: 3 clusters Score -4851220 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 36396 members 
Entering Unmasked Estep 
Score: -4851242.000000 Penalty: 3430.105469
	Iteration 31Q: 3 clusters Score -4851242 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 36443 members 
Entering Unmasked Estep 
Score: -4851243.500000 Penalty: 3430.105469
	Iteration 32Q: 3 clusters Score -4851244 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 36488 members 
Entering Unmasked Estep 
Score: -4851256.500000 Penalty: 3430.105469
	Iteration 33Q: 3 clusters Score -4851256 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 36528 members 
Entering Unmasked Estep 
Score: -4851264.000000 Penalty: 3430.105469
	Iteration 34Q: 3 clusters Score -4851264 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 36570 members 
Entering Unmasked Estep 
Score: -4851270.000000 Penalty: 3430.105469
	Iteration 35Q: 3 clusters Score -4851270 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 36610 members 
Entering Unmasked Estep 
Score: -4851288.000000 Penalty: 3430.105469
	Iteration 36Q: 3 clusters Score -4851288 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 36637 members 
Entering Unmasked Estep 
Score: -4851300.500000 Penalty: 3430.105469
	Iteration 37Q: 3 clusters Score -4851300 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 36664 members 
Entering Unmasked Estep 
Score: -4851316.500000 Penalty: 3430.105469
	Iteration 38Q: 3 clusters Score -4851316 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 36684 members 
Entering Unmasked Estep 
Score: -4851328.500000 Penalty: 3430.105469
	Iteration 39Q: 3 clusters Score -4851328 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 36712 members 
Entering Unmasked Estep 
Score: -4851329.500000 Penalty: 3430.105469
	Iteration 40F: 3 clusters Score -4851330 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 36740 members 
Entering Unmasked Estep 
Score: -4851347.000000 Penalty: 3430.105469
	Iteration 41Q: 3 clusters Score -4851347 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 36765 members 
Entering Unmasked Estep 
Score: -4851347.500000 Penalty: 3430.105469
	Iteration 42Q: 3 clusters Score -4851348 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 36785 members 
Entering Unmasked Estep 
Score: -4851352.000000 Penalty: 3430.105469
	Iteration 43Q: 3 clusters Score -4851352 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 36802 members 
Entering Unmasked Estep 
Score: -4851361.000000 Penalty: 3430.105469
	Iteration 44Q: 3 clusters Score -4851361 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 36830 members 
Entering Unmasked Estep 
Score: -4851370.500000 Penalty: 3430.105469
	Iteration 45Q: 3 clusters Score -4851370 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 36851 members 
Entering Unmasked Estep 
Score: -4851376.500000 Penalty: 3430.105469
	Iteration 46Q: 3 clusters Score -4851376 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 36869 members 
Entering Unmasked Estep 
Score: -4851373.000000 Penalty: 3430.105469
	Iteration 47Q: 3 clusters Score -4851373 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 36887 members 
Entering Unmasked Estep 
Score: -4851383.000000 Penalty: 3430.105469
	Iteration 48Q: 3 clusters Score -4851383 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 36906 members 
Entering Unmasked Estep 
Score: -4851383.000000 Penalty: 3430.105469
	Iteration 49Q: 3 clusters Score -4851383 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 36927 members 
Entering Unmasked Estep 
Score: -4851400.000000 Penalty: 3430.105469
	Iteration 50Q: 3 clusters Score -4851400 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 36950 members 
Entering Unmasked Estep 
Score: -4851402.000000 Penalty: 3430.105469
	Iteration 51Q: 3 clusters Score -4851402 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 36974 members 
Entering Unmasked Estep 
Score: -4851408.500000 Penalty: 3430.105469
	Iteration 52Q: 3 clusters Score -4851408 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 36994 members 
Entering Unmasked Estep 
Score: -4851408.500000 Penalty: 3430.105469
	Iteration 53Q: 3 clusters Score -4851408 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 37011 members 
Entering Unmasked Estep 
Score: -4851410.000000 Penalty: 3430.105469
	Iteration 54Q: 3 clusters Score -4851410 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 37031 members 
Entering Unmasked Estep 
Score: -4851418.000000 Penalty: 3430.105469
	Iteration 55Q: 3 clusters Score -4851418 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 37055 members 
Entering Unmasked Estep 
Score: -4851437.000000 Penalty: 3430.105469
	Iteration 56Q: 3 clusters Score -4851437 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 37072 members 
Entering Unmasked Estep 
Score: -4851443.000000 Penalty: 3430.105469
	Iteration 57Q: 3 clusters Score -4851443 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 37084 members 
Entering Unmasked Estep 
Score: -4851442.000000 Penalty: 3430.105469
	Iteration 58Q: 3 clusters Score -4851442 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 37094 members 
Entering Unmasked Estep 
Score: -4851434.500000 Penalty: 3430.105469
	Iteration 59Q: 3 clusters Score -4851434 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 37102 members 
Entering Unmasked Estep 
Score: -4851432.000000 Penalty: 3430.105469
	Iteration 60F: 3 clusters Score -4851432 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 37115 members 
Entering Unmasked Estep 
Score: -4851445.500000 Penalty: 3430.105469
	Iteration 61Q: 3 clusters Score -4851446 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 37124 members 
Entering Unmasked Estep 
Score: -4851443.500000 Penalty: 3430.105469
	Iteration 62Q: 3 clusters Score -4851444 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 37129 members 
Entering Unmasked Estep 
Score: -4851440.000000 Penalty: 3430.105469
	Iteration 63Q: 3 clusters Score -4851440 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 37134 members 
Entering Unmasked Estep 
Score: -4851450.500000 Penalty: 3430.105469
	Iteration 64Q: 3 clusters Score -4851450 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 37138 members 
Entering Unmasked Estep 
Score: -4851448.500000 Penalty: 3430.105469
	Iteration 65Q: 3 clusters Score -4851448 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 37144 members 
Entering Unmasked Estep 
Score: -4851453.000000 Penalty: 3430.105469
	Iteration 66Q: 3 clusters Score -4851453 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 37148 members 
Entering Unmasked Estep 
Score: -4851454.000000 Penalty: 3430.105469
	Iteration 67Q: 3 clusters Score -4851454 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 37155 members 
Entering Unmasked Estep 
Score: -4851456.000000 Penalty: 3430.105469
	Iteration 68Q: 3 clusters Score -4851456 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 37164 members 
Entering Unmasked Estep 
Score: -4851457.000000 Penalty: 3430.105469
	Iteration 69Q: 3 clusters Score -4851457 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 37173 members 
Entering Unmasked Estep 
Score: -4851466.500000 Penalty: 3430.105469
	Iteration 70Q: 3 clusters Score -4851466 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 37178 members 
Entering Unmasked Estep 
Score: -4851463.500000 Penalty: 3430.105469
	Iteration 71Q: 3 clusters Score -4851464 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 37185 members 
Entering Unmasked Estep 
Score: -4851467.500000 Penalty: 3430.105469
	Iteration 72Q: 3 clusters Score -4851468 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 37189 members 
Entering Unmasked Estep 
Score: -4851471.000000 Penalty: 3430.105469
	Iteration 73Q: 3 clusters Score -4851471 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 37195 members 
Entering Unmasked Estep 
Score: -4851473.000000 Penalty: 3430.105469
	Iteration 74Q: 3 clusters Score -4851473 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 37203 members 
Entering Unmasked Estep 
Score: -4851474.000000 Penalty: 3430.105469
	Iteration 75Q: 3 clusters Score -4851474 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 37209 members 
Entering Unmasked Estep 
Score: -4851471.000000 Penalty: 3430.105469
	Iteration 76Q: 3 clusters Score -4851471 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 37213 members 
Entering Unmasked Estep 
Score: -4851475.500000 Penalty: 3430.105469
	Iteration 77Q: 3 clusters Score -4851476 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 37217 members 
Entering Unmasked Estep 
Score: -4851476.500000 Penalty: 3430.105469
	Iteration 78Q: 3 clusters Score -4851476 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 37219 members 
Entering Unmasked Estep 
Score: -4851473.000000 Penalty: 3430.105469
	Iteration 79Q: 3 clusters Score -4851473 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 37220 members 
Entering Unmasked Estep 
Score: -4851473.500000 Penalty: 3430.105469
	Iteration 80F: 3 clusters Score -4851474 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 37222 members 
Entering Unmasked Estep 
Score: -4851478.000000 Penalty: 3430.105469
	Iteration 81Q: 3 clusters Score -4851478 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 37225 members 
Entering Unmasked Estep 
Score: -4851477.500000 Penalty: 3430.105469
	Iteration 82Q: 3 clusters Score -4851478 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 37230 members 
Entering Unmasked Estep 
Score: -4851482.000000 Penalty: 3430.105469
	Iteration 83Q: 3 clusters Score -4851482 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 37231 members 
Entering Unmasked Estep 
Score: -4851481.000000 Penalty: 3430.105469
	Iteration 84Q: 3 clusters Score -4851481 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 37232 members 
Entering Unmasked Estep 
Score: -4851482.000000 Penalty: 3430.105469
	Iteration 85Q: 3 clusters Score -4851482 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 37234 members 
Entering Unmasked Estep 
Score: -4851477.500000 Penalty: 3430.105469
	Iteration 86Q: 3 clusters Score -4851478 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 37236 members 
Entering Unmasked Estep 
Score: -4851477.500000 Penalty: 3430.105469
	Iteration 87Q: 3 clusters Score -4851478 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 37236 members 
Entering Unmasked Estep 
Score: -4851477.500000 Penalty: 3430.105469
	Iteration 88F: 3 clusters Score -4851478 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (46033 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46033 members 
Entering Unmasked Estep 
Score: -5521997.000000 Penalty: 1744.781006
	Iteration 0F: 2 clusters Score -5521997 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23050 members 
Mstep: Class 2 contains 22983 members 
Entering Unmasked Estep 
Score: -5491125.500000 Penalty: 3489.562012
	Iteration 0F: 3 clusters Score -5491126 nChanged 21568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23506 members 
Mstep: Class 2 contains 22527 members 
Entering Unmasked Estep 
Score: -5503840.500000 Penalty: 3489.562012
	Iteration 1F: 3 clusters Score -5503840 nChanged 2481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23833 members 
Mstep: Class 2 contains 22200 members 
Entering Unmasked Estep 
Score: -5504900.000000 Penalty: 3489.562012
	Iteration 2F: 3 clusters Score -5504900 nChanged 2585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24340 members 
Mstep: Class 2 contains 21693 members 
Entering Unmasked Estep 
Score: -5506153.000000 Penalty: 3489.562012
	Iteration 3F: 3 clusters Score -5506153 nChanged 2728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25008 members 
Mstep: Class 2 contains 21025 members 
Entering Unmasked Estep 
Score: -5507572.500000 Penalty: 3489.562012
	Iteration 4F: 3 clusters Score -5507572 nChanged 2775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25979 members 
Mstep: Class 2 contains 20054 members 
Entering Unmasked Estep 
Score: -5509143.000000 Penalty: 3489.562012
	Iteration 5F: 3 clusters Score -5509143 nChanged 2796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27299 members 
Mstep: Class 2 contains 18734 members 
Entering Unmasked Estep 
Score: -5510897.500000 Penalty: 3489.562012
	Iteration 6F: 3 clusters Score -5510898 nChanged 2596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28773 members 
Mstep: Class 2 contains 17260 members 
Entering Unmasked Estep 
Score: -5512709.500000 Penalty: 3489.562012
	Iteration 7F: 3 clusters Score -5512710 nChanged 2406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30357 members 
Mstep: Class 2 contains 15676 members 
Entering Unmasked Estep 
Score: -5514370.000000 Penalty: 3489.562012
	Iteration 8F: 3 clusters Score -5514370 nChanged 2055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31838 members 
Mstep: Class 2 contains 14195 members 
Entering Unmasked Estep 
Score: -5515692.000000 Penalty: 3489.562012
	Iteration 9Q: 3 clusters Score -5515692 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33145 members 
Mstep: Class 2 contains 12888 members 
Entering Unmasked Estep 
Score: -5516566.000000 Penalty: 3489.562012
	Iteration 10Q: 3 clusters Score -5516566 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34346 members 
Mstep: Class 2 contains 11687 members 
Entering Unmasked Estep 
Score: -5517179.000000 Penalty: 3489.562012
	Iteration 11Q: 3 clusters Score -5517179 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35438 members 
Mstep: Class 2 contains 10595 members 
Entering Unmasked Estep 
Score: -5517681.500000 Penalty: 3489.562012
	Iteration 12Q: 3 clusters Score -5517682 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36452 members 
Mstep: Class 2 contains 9581 members 
Entering Unmasked Estep 
Score: -5518106.500000 Penalty: 3489.562012
	Iteration 13Q: 3 clusters Score -5518106 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37395 members 
Mstep: Class 2 contains 8638 members 
Entering Unmasked Estep 
Score: -5518494.000000 Penalty: 3489.562012
	Iteration 14Q: 3 clusters Score -5518494 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38235 members 
Mstep: Class 2 contains 7798 members 
Entering Unmasked Estep 
Score: -5518876.500000 Penalty: 3489.562012
	Iteration 15Q: 3 clusters Score -5518876 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39050 members 
Mstep: Class 2 contains 6983 members 
Entering Unmasked Estep 
Score: -5519215.000000 Penalty: 3489.562012
	Iteration 16Q: 3 clusters Score -5519215 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39804 members 
Mstep: Class 2 contains 6229 members 
Entering Unmasked Estep 
Score: -5519566.500000 Penalty: 3489.562012
	Iteration 17Q: 3 clusters Score -5519566 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40481 members 
Mstep: Class 2 contains 5552 members 
Entering Unmasked Estep 
Score: -5519876.500000 Penalty: 3489.562012
	Iteration 18Q: 3 clusters Score -5519876 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41157 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -5520211.000000 Penalty: 3489.562012
	Iteration 19Q: 3 clusters Score -5520211 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41746 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -5520486.000000 Penalty: 3489.562012
	Iteration 20F: 3 clusters Score -5520486 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42248 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -5520738.500000 Penalty: 3489.562012
	Iteration 21Q: 3 clusters Score -5520738 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42702 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -5520973.500000 Penalty: 3489.562012
	Iteration 22Q: 3 clusters Score -5520974 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43021 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -5521100.500000 Penalty: 3489.562012
	Iteration 23Q: 3 clusters Score -5521100 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43292 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -5521212.500000 Penalty: 3489.562012
	Iteration 24Q: 3 clusters Score -5521212 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43516 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -5521302.000000 Penalty: 3489.562012
	Iteration 25Q: 3 clusters Score -5521302 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43696 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -5521390.000000 Penalty: 3489.562012
	Iteration 26Q: 3 clusters Score -5521390 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43842 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -5521441.500000 Penalty: 3489.562012
	Iteration 27Q: 3 clusters Score -5521442 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43947 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -5521461.000000 Penalty: 3489.562012
	Iteration 28Q: 3 clusters Score -5521461 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44032 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -5521494.500000 Penalty: 3489.562012
	Iteration 29Q: 3 clusters Score -5521494 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44107 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -5521504.500000 Penalty: 3489.562012
	Iteration 30Q: 3 clusters Score -5521504 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44173 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -5521510.000000 Penalty: 3489.562012
	Iteration 31Q: 3 clusters Score -5521510 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44219 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -5521523.000000 Penalty: 3489.562012
	Iteration 32Q: 3 clusters Score -5521523 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44263 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -5521541.500000 Penalty: 3489.562012
	Iteration 33Q: 3 clusters Score -5521542 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44312 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -5521554.500000 Penalty: 3489.562012
	Iteration 34Q: 3 clusters Score -5521554 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44344 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -5521572.000000 Penalty: 3489.562012
	Iteration 35Q: 3 clusters Score -5521572 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44385 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -5521600.000000 Penalty: 3489.562012
	Iteration 36Q: 3 clusters Score -5521600 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44422 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -5521602.500000 Penalty: 3489.562012
	Iteration 37Q: 3 clusters Score -5521602 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44448 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -5521627.500000 Penalty: 3489.562012
	Iteration 38Q: 3 clusters Score -5521628 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44473 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -5521643.000000 Penalty: 3489.562012
	Iteration 39Q: 3 clusters Score -5521643 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44490 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -5521639.500000 Penalty: 3489.562012
	Iteration 40F: 3 clusters Score -5521640 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44505 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -5521646.000000 Penalty: 3489.562012
	Iteration 41Q: 3 clusters Score -5521646 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44511 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -5521648.000000 Penalty: 3489.562012
	Iteration 42Q: 3 clusters Score -5521648 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44515 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -5521642.500000 Penalty: 3489.562012
	Iteration 43Q: 3 clusters Score -5521642 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44516 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -5521641.500000 Penalty: 3489.562012
	Iteration 44Q: 3 clusters Score -5521642 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44521 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -5521639.500000 Penalty: 3489.562012
	Iteration 45Q: 3 clusters Score -5521640 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44520 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -5521641.000000 Penalty: 3489.562012
	Iteration 46Q: 3 clusters Score -5521641 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44522 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -5521644.000000 Penalty: 3489.562012
	Iteration 47Q: 3 clusters Score -5521644 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44524 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -5521647.500000 Penalty: 3489.562012
	Iteration 48Q: 3 clusters Score -5521648 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44529 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -5521647.500000 Penalty: 3489.562012
	Iteration 49Q: 3 clusters Score -5521648 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44529 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -5521649.000000 Penalty: 3489.562012
	Iteration 50Q: 3 clusters Score -5521649 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44530 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -5521651.000000 Penalty: 3489.562012
	Iteration 51Q: 3 clusters Score -5521651 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44532 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -5521657.000000 Penalty: 3489.562012
	Iteration 52Q: 3 clusters Score -5521657 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44532 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -5521657.000000 Penalty: 3489.562012
	Iteration 53F: 3 clusters Score -5521657 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (3853 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Entering Unmasked Estep 
Score: -456477.000000 Penalty: 1341.698608
	Iteration 0F: 2 clusters Score -456477 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -453239.718750 Penalty: 2683.397217
	Iteration 0F: 3 clusters Score -453239.7 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -454138.156250 Penalty: 2683.397217
	Iteration 1F: 3 clusters Score -454138.2 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -454408.875000 Penalty: 2683.397217
	Iteration 2F: 3 clusters Score -454408.9 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -454672.187500 Penalty: 2683.397217
	Iteration 3F: 3 clusters Score -454672.2 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -454908.281250 Penalty: 2683.397217
	Iteration 4F: 3 clusters Score -454908.3 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -455101.625000 Penalty: 2683.397217
	Iteration 5F: 3 clusters Score -455101.6 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -455335.750000 Penalty: 2683.397217
	Iteration 6F: 3 clusters Score -455335.8 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -455635.562500 Penalty: 2683.397217
	Iteration 7Q: 3 clusters Score -455635.6 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -455914.281250 Penalty: 2683.397217
	Iteration 8Q: 3 clusters Score -455914.3 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -456098.562500 Penalty: 2683.397217
	Iteration 9Q: 3 clusters Score -456098.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -456197.062500 Penalty: 2683.397217
	Iteration 10Q: 3 clusters Score -456197.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -456255.250000 Penalty: 2683.397217
	Iteration 11Q: 3 clusters Score -456255.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -456294.718750 Penalty: 2683.397217
	Iteration 12Q: 3 clusters Score -456294.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -456324.062500 Penalty: 2683.397217
	Iteration 13Q: 3 clusters Score -456324.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -456350.343750 Penalty: 2683.397217
	Iteration 14Q: 3 clusters Score -456350.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -456379.875000 Penalty: 2683.397217
	Iteration 15Q: 3 clusters Score -456379.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -456414.687500 Penalty: 2683.397217
	Iteration 16Q: 3 clusters Score -456414.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -456446.343750 Penalty: 2683.397217
	Iteration 17Q: 3 clusters Score -456446.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -456488.531250 Penalty: 2683.397217
	Iteration 18Q: 3 clusters Score -456488.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -456527.781250 Penalty: 2683.397217
	Iteration 19Q: 3 clusters Score -456527.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -456573.750000 Penalty: 2683.397217
	Iteration 20F: 3 clusters Score -456573.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -456618.406250 Penalty: 2683.397217
	Iteration 21Q: 3 clusters Score -456618.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -456654.812500 Penalty: 2683.397217
	Iteration 22Q: 3 clusters Score -456654.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -456690.937500 Penalty: 2683.397217
	Iteration 23Q: 3 clusters Score -456690.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -456721.468750 Penalty: 2683.397217
	Iteration 24Q: 3 clusters Score -456721.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -456740.687500 Penalty: 2683.397217
	Iteration 25Q: 3 clusters Score -456740.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -456759.906250 Penalty: 2683.397217
	Iteration 26Q: 3 clusters Score -456759.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -456777.281250 Penalty: 2683.397217
	Iteration 27Q: 3 clusters Score -456777.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -456788.125000 Penalty: 2683.397217
	Iteration 28Q: 3 clusters Score -456788.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -456795.281250 Penalty: 2683.397217
	Iteration 29Q: 3 clusters Score -456795.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -456802.437500 Penalty: 2683.397217
	Iteration 30Q: 3 clusters Score -456802.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -456806.406250 Penalty: 2683.397217
	Iteration 31Q: 3 clusters Score -456806.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -456808.906250 Penalty: 2683.397217
	Iteration 32Q: 3 clusters Score -456808.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -456810.718750 Penalty: 2683.397217
	Iteration 33Q: 3 clusters Score -456810.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -456811.531250 Penalty: 2683.397217
	Iteration 34Q: 3 clusters Score -456811.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -456814.781250 Penalty: 2683.397217
	Iteration 35Q: 3 clusters Score -456814.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -456820.187500 Penalty: 2683.397217
	Iteration 36Q: 3 clusters Score -456820.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -456821.156250 Penalty: 2683.397217
	Iteration 37Q: 3 clusters Score -456821.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -456821.968750 Penalty: 2683.397217
	Iteration 38Q: 3 clusters Score -456822 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -456823.375000 Penalty: 2683.397217
	Iteration 39Q: 3 clusters Score -456823.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -456823.218750 Penalty: 2683.397217
	Iteration 40F: 3 clusters Score -456823.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -456824.656250 Penalty: 2683.397217
	Iteration 41Q: 3 clusters Score -456824.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -456824.906250 Penalty: 2683.397217
	Iteration 42Q: 3 clusters Score -456824.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -456825.406250 Penalty: 2683.397217
	Iteration 43Q: 3 clusters Score -456825.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -456825.406250 Penalty: 2683.397217
	Iteration 44F: 3 clusters Score -456825.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 8902 members 
Mstep: Class 3 contains 101018 members 
Mstep: Class 4 contains 10480 members 
Mstep: Class 5 contains 2261 members 
Mstep: Class 6 contains 34587 members 
Mstep: Class 7 contains 17070 members 
Mstep: Class 8 contains 8124 members 
Mstep: Class 9 contains 18381 members 
Mstep: Class 10 contains 26268 members 
Mstep: Class 11 contains 6265 members 
Mstep: Class 12 contains 3237 members 
Mstep: Class 13 contains 18372 members 
Mstep: Class 14 contains 38337 members 
Mstep: Class 15 contains 46033 members 
Mstep: Class 16 contains 1627 members 
Mstep: Class 17 contains 6411 members 
Mstep: Class 18 contains 47843 members 
Mstep: Class 19 contains 3133 members 
Mstep: Class 20 contains 2892 members 
Mstep: Class 21 contains 1101 members 
Mstep: Class 22 contains 3330 members 
Mstep: Class 23 contains 45693 members 
Mstep: Class 24 contains 13189 members 
Mstep: Class 25 contains 12658 members 
Mstep: Class 26 contains 2885 members 
Mstep: Class 27 contains 9456 members 
Mstep: Class 28 contains 2315 members 
Mstep: Class 29 contains 24051 members 
Mstep: Class 30 contains 49617 members 
Mstep: Class 31 contains 4429 members 
Mstep: Class 32 contains 23807 members 
Mstep: Class 33 contains 12514 members 
Mstep: Class 34 contains 6294 members 
Mstep: Class 35 contains 148210 members 
Mstep: Class 36 contains 2376 members 
Mstep: Class 37 contains 17478 members 
Mstep: Class 38 contains 8635 members 
Mstep: Class 39 contains 3373 members 
Mstep: Class 40 contains 14635 members 
Mstep: Class 41 contains 10609 members 
Mstep: Class 42 contains 2226 members 
Entering Unmasked Estep 
Score: -100298024.000000 Penalty: 92941.679688
Splitting cluster 16 changes total score from -100298224.000000 to -100298024.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 17 (6411 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6411 members 
Entering Unmasked Estep 
Score: -799100.812500 Penalty: 1424.437744
	Iteration 0F: 2 clusters Score -799100.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -794215.500000 Penalty: 2848.875488
	Iteration 0F: 3 clusters Score -794215.5 nChanged 2646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -795656.375000 Penalty: 2848.875488
	Iteration 1F: 3 clusters Score -795656.4 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -796020.875000 Penalty: 2848.875488
	Iteration 2F: 3 clusters Score -796020.9 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -796339.750000 Penalty: 2848.875488
	Iteration 3F: 3 clusters Score -796339.8 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -796639.250000 Penalty: 2848.875488
	Iteration 4F: 3 clusters Score -796639.2 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -796899.312500 Penalty: 2848.875488
	Iteration 5F: 3 clusters Score -796899.3 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -797172.250000 Penalty: 2848.875488
	Iteration 6F: 3 clusters Score -797172.2 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -797452.875000 Penalty: 2848.875488
	Iteration 7F: 3 clusters Score -797452.9 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -797750.625000 Penalty: 2848.875488
	Iteration 8F: 3 clusters Score -797750.6 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -798123.437500 Penalty: 2848.875488
	Iteration 9F: 3 clusters Score -798123.4 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -798510.187500 Penalty: 2848.875488
	Iteration 10Q: 3 clusters Score -798510.2 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -798796.875000 Penalty: 2848.875488
	Iteration 11Q: 3 clusters Score -798796.9 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -798903.750000 Penalty: 2848.875488
	Iteration 12Q: 3 clusters Score -798903.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -798951.500000 Penalty: 2848.875488
	Iteration 13Q: 3 clusters Score -798951.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -798976.125000 Penalty: 2848.875488
	Iteration 14Q: 3 clusters Score -798976.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -798991.312500 Penalty: 2848.875488
	Iteration 15Q: 3 clusters Score -798991.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -799001.812500 Penalty: 2848.875488
	Iteration 16Q: 3 clusters Score -799001.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -799009.125000 Penalty: 2848.875488
	Iteration 17Q: 3 clusters Score -799009.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -799018.000000 Penalty: 2848.875488
	Iteration 18Q: 3 clusters Score -799018 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -799027.312500 Penalty: 2848.875488
	Iteration 19Q: 3 clusters Score -799027.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -799032.812500 Penalty: 2848.875488
	Iteration 20F: 3 clusters Score -799032.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -799040.562500 Penalty: 2848.875488
	Iteration 21Q: 3 clusters Score -799040.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -799048.875000 Penalty: 2848.875488
	Iteration 22Q: 3 clusters Score -799048.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -799057.937500 Penalty: 2848.875488
	Iteration 23Q: 3 clusters Score -799057.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -799069.437500 Penalty: 2848.875488
	Iteration 24Q: 3 clusters Score -799069.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -799082.000000 Penalty: 2848.875488
	Iteration 25Q: 3 clusters Score -799082 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -799095.500000 Penalty: 2848.875488
	Iteration 26Q: 3 clusters Score -799095.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -799118.125000 Penalty: 2848.875488
	Iteration 27Q: 3 clusters Score -799118.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -799139.187500 Penalty: 2848.875488
	Iteration 28Q: 3 clusters Score -799139.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -799157.625000 Penalty: 2848.875488
	Iteration 29Q: 3 clusters Score -799157.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -799172.187500 Penalty: 2848.875488
	Iteration 30Q: 3 clusters Score -799172.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -799179.437500 Penalty: 2848.875488
	Iteration 31Q: 3 clusters Score -799179.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -799182.687500 Penalty: 2848.875488
	Iteration 32Q: 3 clusters Score -799182.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -799189.062500 Penalty: 2848.875488
	Iteration 33Q: 3 clusters Score -799189.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -799192.562500 Penalty: 2848.875488
	Iteration 34Q: 3 clusters Score -799192.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -799198.375000 Penalty: 2848.875488
	Iteration 35Q: 3 clusters Score -799198.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -799203.312500 Penalty: 2848.875488
	Iteration 36Q: 3 clusters Score -799203.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -799208.625000 Penalty: 2848.875488
	Iteration 37Q: 3 clusters Score -799208.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -799215.187500 Penalty: 2848.875488
	Iteration 38Q: 3 clusters Score -799215.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -799216.375000 Penalty: 2848.875488
	Iteration 39Q: 3 clusters Score -799216.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -799217.125000 Penalty: 2848.875488
	Iteration 40F: 3 clusters Score -799217.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -799218.125000 Penalty: 2848.875488
	Iteration 41Q: 3 clusters Score -799218.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -799219.062500 Penalty: 2848.875488
	Iteration 42Q: 3 clusters Score -799219.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -799219.500000 Penalty: 2848.875488
	Iteration 43Q: 3 clusters Score -799219.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -799219.500000 Penalty: 2848.875488
	Iteration 44F: 3 clusters Score -799219.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 8902 members 
Mstep: Class 3 contains 101018 members 
Mstep: Class 4 contains 10480 members 
Mstep: Class 5 contains 2261 members 
Mstep: Class 6 contains 34587 members 
Mstep: Class 7 contains 17070 members 
Mstep: Class 8 contains 8124 members 
Mstep: Class 9 contains 18381 members 
Mstep: Class 10 contains 26268 members 
Mstep: Class 11 contains 6265 members 
Mstep: Class 12 contains 3237 members 
Mstep: Class 13 contains 18372 members 
Mstep: Class 14 contains 38337 members 
Mstep: Class 15 contains 46033 members 
Mstep: Class 16 contains 3853 members 
Mstep: Class 17 contains 4138 members 
Mstep: Class 18 contains 47843 members 
Mstep: Class 19 contains 3133 members 
Mstep: Class 20 contains 2892 members 
Mstep: Class 21 contains 1101 members 
Mstep: Class 22 contains 3330 members 
Mstep: Class 23 contains 45693 members 
Mstep: Class 24 contains 13189 members 
Mstep: Class 25 contains 12658 members 
Mstep: Class 26 contains 2885 members 
Mstep: Class 27 contains 9456 members 
Mstep: Class 28 contains 2315 members 
Mstep: Class 29 contains 24051 members 
Mstep: Class 30 contains 49617 members 
Mstep: Class 31 contains 4429 members 
Mstep: Class 32 contains 23807 members 
Mstep: Class 33 contains 12514 members 
Mstep: Class 34 contains 6294 members 
Mstep: Class 35 contains 148210 members 
Mstep: Class 36 contains 2376 members 
Mstep: Class 37 contains 17478 members 
Mstep: Class 38 contains 8635 members 
Mstep: Class 39 contains 3373 members 
Mstep: Class 40 contains 14635 members 
Mstep: Class 41 contains 10609 members 
Mstep: Class 42 contains 2273 members 
Entering Unmasked Estep 
Score: -100297832.000000 Penalty: 92941.679688
Splitting cluster 17 changes total score from -100298224.000000 to -100297832.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 18 (47843 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47843 members 
Entering Unmasked Estep 
Score: -6033590.000000 Penalty: 1751.048096
	Iteration 0F: 2 clusters Score -6033590 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23790 members 
Mstep: Class 2 contains 24053 members 
Entering Unmasked Estep 
Score: -6001677.500000 Penalty: 3502.096191
	Iteration 0F: 3 clusters Score -6001678 nChanged 22561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21393 members 
Mstep: Class 2 contains 26450 members 
Entering Unmasked Estep 
Score: -6015004.000000 Penalty: 3502.096191
	Iteration 1F: 3 clusters Score -6015004 nChanged 2883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19788 members 
Mstep: Class 2 contains 28055 members 
Entering Unmasked Estep 
Score: -6016397.000000 Penalty: 3502.096191
	Iteration 2F: 3 clusters Score -6016397 nChanged 3304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17558 members 
Mstep: Class 2 contains 30285 members 
Entering Unmasked Estep 
Score: -6018405.000000 Penalty: 3502.096191
	Iteration 3F: 3 clusters Score -6018405 nChanged 3576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14948 members 
Mstep: Class 2 contains 32895 members 
Entering Unmasked Estep 
Score: -6020854.500000 Penalty: 3502.096191
	Iteration 4F: 3 clusters Score -6020854 nChanged 3390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12318 members 
Mstep: Class 2 contains 35525 members 
Entering Unmasked Estep 
Score: -6023210.500000 Penalty: 3502.096191
	Iteration 5F: 3 clusters Score -6023210 nChanged 2831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9911 members 
Mstep: Class 2 contains 37932 members 
Entering Unmasked Estep 
Score: -6025074.500000 Penalty: 3502.096191
	Iteration 6F: 3 clusters Score -6025074 nChanged 2247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7864 members 
Mstep: Class 2 contains 39979 members 
Entering Unmasked Estep 
Score: -6026624.000000 Penalty: 3502.096191
	Iteration 7Q: 3 clusters Score -6026624 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6089 members 
Mstep: Class 2 contains 41754 members 
Entering Unmasked Estep 
Score: -6027971.000000 Penalty: 3502.096191
	Iteration 8Q: 3 clusters Score -6027971 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 43296 members 
Entering Unmasked Estep 
Score: -6029196.000000 Penalty: 3502.096191
	Iteration 9Q: 3 clusters Score -6029196 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 44541 members 
Entering Unmasked Estep 
Score: -6030321.500000 Penalty: 3502.096191
	Iteration 10Q: 3 clusters Score -6030322 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 45413 members 
Entering Unmasked Estep 
Score: -6031148.000000 Penalty: 3502.096191
	Iteration 11Q: 3 clusters Score -6031148 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 45920 members 
Entering Unmasked Estep 
Score: -6031664.000000 Penalty: 3502.096191
	Iteration 12Q: 3 clusters Score -6031664 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 46224 members 
Entering Unmasked Estep 
Score: -6031983.500000 Penalty: 3502.096191
	Iteration 13Q: 3 clusters Score -6031984 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 46384 members 
Entering Unmasked Estep 
Score: -6032140.500000 Penalty: 3502.096191
	Iteration 14Q: 3 clusters Score -6032140 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 46468 members 
Entering Unmasked Estep 
Score: -6032227.000000 Penalty: 3502.096191
	Iteration 15Q: 3 clusters Score -6032227 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 46509 members 
Entering Unmasked Estep 
Score: -6032274.000000 Penalty: 3502.096191
	Iteration 16Q: 3 clusters Score -6032274 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 46544 members 
Entering Unmasked Estep 
Score: -6032301.000000 Penalty: 3502.096191
	Iteration 17Q: 3 clusters Score -6032301 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 46587 members 
Entering Unmasked Estep 
Score: -6032313.500000 Penalty: 3502.096191
	Iteration 18Q: 3 clusters Score -6032314 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 46620 members 
Entering Unmasked Estep 
Score: -6032328.000000 Penalty: 3502.096191
	Iteration 19Q: 3 clusters Score -6032328 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 46641 members 
Entering Unmasked Estep 
Score: -6032331.500000 Penalty: 3502.096191
	Iteration 20F: 3 clusters Score -6032332 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 46661 members 
Entering Unmasked Estep 
Score: -6032354.000000 Penalty: 3502.096191
	Iteration 21Q: 3 clusters Score -6032354 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 46671 members 
Entering Unmasked Estep 
Score: -6032360.000000 Penalty: 3502.096191
	Iteration 22Q: 3 clusters Score -6032360 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 46690 members 
Entering Unmasked Estep 
Score: -6032364.000000 Penalty: 3502.096191
	Iteration 23Q: 3 clusters Score -6032364 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 46704 members 
Entering Unmasked Estep 
Score: -6032370.000000 Penalty: 3502.096191
	Iteration 24Q: 3 clusters Score -6032370 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 46726 members 
Entering Unmasked Estep 
Score: -6032381.500000 Penalty: 3502.096191
	Iteration 25Q: 3 clusters Score -6032382 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 46742 members 
Entering Unmasked Estep 
Score: -6032393.000000 Penalty: 3502.096191
	Iteration 26Q: 3 clusters Score -6032393 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 46758 members 
Entering Unmasked Estep 
Score: -6032387.500000 Penalty: 3502.096191
	Iteration 27Q: 3 clusters Score -6032388 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 46780 members 
Entering Unmasked Estep 
Score: -6032401.000000 Penalty: 3502.096191
	Iteration 28Q: 3 clusters Score -6032401 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 46792 members 
Entering Unmasked Estep 
Score: -6032412.000000 Penalty: 3502.096191
	Iteration 29Q: 3 clusters Score -6032412 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 46803 members 
Entering Unmasked Estep 
Score: -6032413.500000 Penalty: 3502.096191
	Iteration 30Q: 3 clusters Score -6032414 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 46814 members 
Entering Unmasked Estep 
Score: -6032424.000000 Penalty: 3502.096191
	Iteration 31Q: 3 clusters Score -6032424 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 46822 members 
Entering Unmasked Estep 
Score: -6032420.500000 Penalty: 3502.096191
	Iteration 32Q: 3 clusters Score -6032420 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 46825 members 
Entering Unmasked Estep 
Score: -6032420.000000 Penalty: 3502.096191
	Iteration 33Q: 3 clusters Score -6032420 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 46829 members 
Entering Unmasked Estep 
Score: -6032423.000000 Penalty: 3502.096191
	Iteration 34Q: 3 clusters Score -6032423 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 46833 members 
Entering Unmasked Estep 
Score: -6032428.000000 Penalty: 3502.096191
	Iteration 35Q: 3 clusters Score -6032428 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 46835 members 
Entering Unmasked Estep 
Score: -6032424.000000 Penalty: 3502.096191
	Iteration 36Q: 3 clusters Score -6032424 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 46839 members 
Entering Unmasked Estep 
Score: -6032424.500000 Penalty: 3502.096191
	Iteration 37Q: 3 clusters Score -6032424 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 46848 members 
Entering Unmasked Estep 
Score: -6032429.500000 Penalty: 3502.096191
	Iteration 38Q: 3 clusters Score -6032430 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 46852 members 
Entering Unmasked Estep 
Score: -6032431.500000 Penalty: 3502.096191
	Iteration 39Q: 3 clusters Score -6032432 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 46857 members 
Entering Unmasked Estep 
Score: -6032433.000000 Penalty: 3502.096191
	Iteration 40F: 3 clusters Score -6032433 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 46858 members 
Entering Unmasked Estep 
Score: -6032435.000000 Penalty: 3502.096191
	Iteration 41Q: 3 clusters Score -6032435 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 46863 members 
Entering Unmasked Estep 
Score: -6032443.000000 Penalty: 3502.096191
	Iteration 42Q: 3 clusters Score -6032443 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 46867 members 
Entering Unmasked Estep 
Score: -6032442.000000 Penalty: 3502.096191
	Iteration 43Q: 3 clusters Score -6032442 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 46876 members 
Entering Unmasked Estep 
Score: -6032439.000000 Penalty: 3502.096191
	Iteration 44Q: 3 clusters Score -6032439 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 46886 members 
Entering Unmasked Estep 
Score: -6032442.000000 Penalty: 3502.096191
	Iteration 45Q: 3 clusters Score -6032442 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 46892 members 
Entering Unmasked Estep 
Score: -6032446.000000 Penalty: 3502.096191
	Iteration 46Q: 3 clusters Score -6032446 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 46901 members 
Entering Unmasked Estep 
Score: -6032447.500000 Penalty: 3502.096191
	Iteration 47Q: 3 clusters Score -6032448 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 46903 members 
Entering Unmasked Estep 
Score: -6032447.000000 Penalty: 3502.096191
	Iteration 48Q: 3 clusters Score -6032447 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 46904 members 
Entering Unmasked Estep 
Score: -6032447.000000 Penalty: 3502.096191
	Iteration 49Q: 3 clusters Score -6032447 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 46905 members 
Entering Unmasked Estep 
Score: -6032447.500000 Penalty: 3502.096191
	Iteration 50Q: 3 clusters Score -6032448 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 46906 members 
Entering Unmasked Estep 
Score: -6032446.500000 Penalty: 3502.096191
	Iteration 51Q: 3 clusters Score -6032446 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 46908 members 
Entering Unmasked Estep 
Score: -6032447.000000 Penalty: 3502.096191
	Iteration 52Q: 3 clusters Score -6032447 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 46914 members 
Entering Unmasked Estep 
Score: -6032442.500000 Penalty: 3502.096191
	Iteration 53Q: 3 clusters Score -6032442 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 46915 members 
Entering Unmasked Estep 
Score: -6032443.000000 Penalty: 3502.096191
	Iteration 54Q: 3 clusters Score -6032443 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 46915 members 
Entering Unmasked Estep 
Score: -6032443.000000 Penalty: 3502.096191
	Iteration 55F: 3 clusters Score -6032443 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (3133 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Entering Unmasked Estep 
Score: -380219.937500 Penalty: 1308.083862
	Iteration 0F: 2 clusters Score -380219.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -377370.593750 Penalty: 2616.167725
	Iteration 0F: 3 clusters Score -377370.6 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -378134.656250 Penalty: 2616.167725
	Iteration 1F: 3 clusters Score -378134.7 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -378325.437500 Penalty: 2616.167725
	Iteration 2F: 3 clusters Score -378325.4 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -378435.187500 Penalty: 2616.167725
	Iteration 3F: 3 clusters Score -378435.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -378533.593750 Penalty: 2616.167725
	Iteration 4Q: 3 clusters Score -378533.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -378610.062500 Penalty: 2616.167725
	Iteration 5Q: 3 clusters Score -378610.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -378658.156250 Penalty: 2616.167725
	Iteration 6Q: 3 clusters Score -378658.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -378687.593750 Penalty: 2616.167725
	Iteration 7Q: 3 clusters Score -378687.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -378718.812500 Penalty: 2616.167725
	Iteration 8Q: 3 clusters Score -378718.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -378753.250000 Penalty: 2616.167725
	Iteration 9Q: 3 clusters Score -378753.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -378802.937500 Penalty: 2616.167725
	Iteration 10Q: 3 clusters Score -378802.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -378855.875000 Penalty: 2616.167725
	Iteration 11Q: 3 clusters Score -378855.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -378893.312500 Penalty: 2616.167725
	Iteration 12Q: 3 clusters Score -378893.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -378929.937500 Penalty: 2616.167725
	Iteration 13Q: 3 clusters Score -378929.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -378963.281250 Penalty: 2616.167725
	Iteration 14Q: 3 clusters Score -378963.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -378987.125000 Penalty: 2616.167725
	Iteration 15Q: 3 clusters Score -378987.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -379007.687500 Penalty: 2616.167725
	Iteration 16Q: 3 clusters Score -379007.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -379018.093750 Penalty: 2616.167725
	Iteration 17Q: 3 clusters Score -379018.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -379029.375000 Penalty: 2616.167725
	Iteration 18Q: 3 clusters Score -379029.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -379037.062500 Penalty: 2616.167725
	Iteration 19Q: 3 clusters Score -379037.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -379046.687500 Penalty: 2616.167725
	Iteration 20F: 3 clusters Score -379046.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -379065.000000 Penalty: 2616.167725
	Iteration 21Q: 3 clusters Score -379065 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -379078.187500 Penalty: 2616.167725
	Iteration 22Q: 3 clusters Score -379078.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -379090.843750 Penalty: 2616.167725
	Iteration 23Q: 3 clusters Score -379090.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -379105.812500 Penalty: 2616.167725
	Iteration 24Q: 3 clusters Score -379105.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -379122.968750 Penalty: 2616.167725
	Iteration 25Q: 3 clusters Score -379123 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -379134.687500 Penalty: 2616.167725
	Iteration 26Q: 3 clusters Score -379134.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -379151.718750 Penalty: 2616.167725
	Iteration 27Q: 3 clusters Score -379151.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -379172.656250 Penalty: 2616.167725
	Iteration 28Q: 3 clusters Score -379172.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -379184.875000 Penalty: 2616.167725
	Iteration 29Q: 3 clusters Score -379184.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -379200.906250 Penalty: 2616.167725
	Iteration 30Q: 3 clusters Score -379200.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -379212.281250 Penalty: 2616.167725
	Iteration 31Q: 3 clusters Score -379212.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -379221.718750 Penalty: 2616.167725
	Iteration 32Q: 3 clusters Score -379221.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -379229.031250 Penalty: 2616.167725
	Iteration 33Q: 3 clusters Score -379229 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -379237.031250 Penalty: 2616.167725
	Iteration 34Q: 3 clusters Score -379237 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -379241.906250 Penalty: 2616.167725
	Iteration 35Q: 3 clusters Score -379241.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -379244.437500 Penalty: 2616.167725
	Iteration 36Q: 3 clusters Score -379244.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -379249.468750 Penalty: 2616.167725
	Iteration 37Q: 3 clusters Score -379249.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -379255.593750 Penalty: 2616.167725
	Iteration 38Q: 3 clusters Score -379255.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -379258.343750 Penalty: 2616.167725
	Iteration 39Q: 3 clusters Score -379258.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -379263.656250 Penalty: 2616.167725
	Iteration 40F: 3 clusters Score -379263.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -379266.843750 Penalty: 2616.167725
	Iteration 41Q: 3 clusters Score -379266.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -379269.406250 Penalty: 2616.167725
	Iteration 42Q: 3 clusters Score -379269.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -379270.718750 Penalty: 2616.167725
	Iteration 43Q: 3 clusters Score -379270.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -379274.656250 Penalty: 2616.167725
	Iteration 44Q: 3 clusters Score -379274.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -379277.468750 Penalty: 2616.167725
	Iteration 45Q: 3 clusters Score -379277.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -379280.250000 Penalty: 2616.167725
	Iteration 46Q: 3 clusters Score -379280.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -379281.312500 Penalty: 2616.167725
	Iteration 47Q: 3 clusters Score -379281.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -379282.656250 Penalty: 2616.167725
	Iteration 48Q: 3 clusters Score -379282.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -379284.906250 Penalty: 2616.167725
	Iteration 49Q: 3 clusters Score -379284.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -379285.937500 Penalty: 2616.167725
	Iteration 50Q: 3 clusters Score -379285.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -379289.656250 Penalty: 2616.167725
	Iteration 51Q: 3 clusters Score -379289.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -379294.718750 Penalty: 2616.167725
	Iteration 52Q: 3 clusters Score -379294.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -379299.437500 Penalty: 2616.167725
	Iteration 53Q: 3 clusters Score -379299.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -379304.437500 Penalty: 2616.167725
	Iteration 54Q: 3 clusters Score -379304.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -379310.250000 Penalty: 2616.167725
	Iteration 55Q: 3 clusters Score -379310.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -379318.000000 Penalty: 2616.167725
	Iteration 56Q: 3 clusters Score -379318 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -379324.406250 Penalty: 2616.167725
	Iteration 57Q: 3 clusters Score -379324.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -379330.812500 Penalty: 2616.167725
	Iteration 58Q: 3 clusters Score -379330.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -379336.406250 Penalty: 2616.167725
	Iteration 59Q: 3 clusters Score -379336.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -379341.093750 Penalty: 2616.167725
	Iteration 60F: 3 clusters Score -379341.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -379344.781250 Penalty: 2616.167725
	Iteration 61Q: 3 clusters Score -379344.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -379348.875000 Penalty: 2616.167725
	Iteration 62Q: 3 clusters Score -379348.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -379353.218750 Penalty: 2616.167725
	Iteration 63Q: 3 clusters Score -379353.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -379360.093750 Penalty: 2616.167725
	Iteration 64Q: 3 clusters Score -379360.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -379364.031250 Penalty: 2616.167725
	Iteration 65Q: 3 clusters Score -379364 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -379367.406250 Penalty: 2616.167725
	Iteration 66Q: 3 clusters Score -379367.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -379370.750000 Penalty: 2616.167725
	Iteration 67Q: 3 clusters Score -379370.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -379372.875000 Penalty: 2616.167725
	Iteration 68Q: 3 clusters Score -379372.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -379378.375000 Penalty: 2616.167725
	Iteration 69Q: 3 clusters Score -379378.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -379386.562500 Penalty: 2616.167725
	Iteration 70Q: 3 clusters Score -379386.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -379393.625000 Penalty: 2616.167725
	Iteration 71Q: 3 clusters Score -379393.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -379395.625000 Penalty: 2616.167725
	Iteration 72Q: 3 clusters Score -379395.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -379398.031250 Penalty: 2616.167725
	Iteration 73Q: 3 clusters Score -379398 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -379398.375000 Penalty: 2616.167725
	Iteration 74Q: 3 clusters Score -379398.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -379399.156250 Penalty: 2616.167725
	Iteration 75Q: 3 clusters Score -379399.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -379401.937500 Penalty: 2616.167725
	Iteration 76Q: 3 clusters Score -379401.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -379402.093750 Penalty: 2616.167725
	Iteration 77Q: 3 clusters Score -379402.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -379403.781250 Penalty: 2616.167725
	Iteration 78Q: 3 clusters Score -379403.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -379404.843750 Penalty: 2616.167725
	Iteration 79Q: 3 clusters Score -379404.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -379404.843750 Penalty: 2616.167725
	Iteration 80F: 3 clusters Score -379404.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2892 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Entering Unmasked Estep 
Score: -298450.687500 Penalty: 1295.076904
	Iteration 0F: 2 clusters Score -298450.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -295817.437500 Penalty: 2590.153809
	Iteration 0F: 3 clusters Score -295817.4 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -297033.625000 Penalty: 2590.153809
	Iteration 1F: 3 clusters Score -297033.6 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -297623.593750 Penalty: 2590.153809
	Iteration 2F: 3 clusters Score -297623.6 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -297985.031250 Penalty: 2590.153809
	Iteration 3F: 3 clusters Score -297985 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -298209.156250 Penalty: 2590.153809
	Iteration 4F: 3 clusters Score -298209.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -298365.218750 Penalty: 2590.153809
	Iteration 5Q: 3 clusters Score -298365.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -298452.000000 Penalty: 2590.153809
	Iteration 6Q: 3 clusters Score -298452 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -298482.375000 Penalty: 2590.153809
	Iteration 7Q: 3 clusters Score -298482.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -298497.718750 Penalty: 2590.153809
	Iteration 8Q: 3 clusters Score -298497.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -298525.875000 Penalty: 2590.153809
	Iteration 9Q: 3 clusters Score -298525.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -298535.968750 Penalty: 2590.153809
	Iteration 10Q: 3 clusters Score -298536 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -298541.781250 Penalty: 2590.153809
	Iteration 11Q: 3 clusters Score -298541.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -298543.968750 Penalty: 2590.153809
	Iteration 12Q: 3 clusters Score -298544 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -298546.062500 Penalty: 2590.153809
	Iteration 13Q: 3 clusters Score -298546.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -298547.000000 Penalty: 2590.153809
	Iteration 14Q: 3 clusters Score -298547 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -298547.000000 Penalty: 2590.153809
	Iteration 15Q: 3 clusters Score -298547 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -298547.531250 Penalty: 2590.153809
	Iteration 16Q: 3 clusters Score -298547.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -298547.531250 Penalty: 2590.153809
	Iteration 17F: 3 clusters Score -298547.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 8902 members 
Mstep: Class 3 contains 101018 members 
Mstep: Class 4 contains 10480 members 
Mstep: Class 5 contains 2261 members 
Mstep: Class 6 contains 34587 members 
Mstep: Class 7 contains 17070 members 
Mstep: Class 8 contains 8124 members 
Mstep: Class 9 contains 18381 members 
Mstep: Class 10 contains 26268 members 
Mstep: Class 11 contains 6265 members 
Mstep: Class 12 contains 3237 members 
Mstep: Class 13 contains 18372 members 
Mstep: Class 14 contains 38337 members 
Mstep: Class 15 contains 46033 members 
Mstep: Class 16 contains 3853 members 
Mstep: Class 17 contains 6411 members 
Mstep: Class 18 contains 47843 members 
Mstep: Class 19 contains 3133 members 
Mstep: Class 20 contains 1584 members 
Mstep: Class 21 contains 1101 members 
Mstep: Class 22 contains 3330 members 
Mstep: Class 23 contains 45693 members 
Mstep: Class 24 contains 13189 members 
Mstep: Class 25 contains 12658 members 
Mstep: Class 26 contains 2885 members 
Mstep: Class 27 contains 9456 members 
Mstep: Class 28 contains 2315 members 
Mstep: Class 29 contains 24051 members 
Mstep: Class 30 contains 49617 members 
Mstep: Class 31 contains 4429 members 
Mstep: Class 32 contains 23807 members 
Mstep: Class 33 contains 12514 members 
Mstep: Class 34 contains 6294 members 
Mstep: Class 35 contains 148210 members 
Mstep: Class 36 contains 2376 members 
Mstep: Class 37 contains 17478 members 
Mstep: Class 38 contains 8635 members 
Mstep: Class 39 contains 3373 members 
Mstep: Class 40 contains 14635 members 
Mstep: Class 41 contains 10609 members 
Mstep: Class 42 contains 1308 members 
Entering Unmasked Estep 
Score: -100297600.000000 Penalty: 92941.679688
Splitting cluster 20 changes total score from -100298224.000000 to -100297600.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 21 (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: -131904.421875 Penalty: 1138.145752
	Iteration 0F: 2 clusters Score -131904.4 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 592 members 
Entering Unmasked Estep 
Score: -130442.390625 Penalty: 2276.291504
	Iteration 0F: 3 clusters Score -130442.4 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -130843.812500 Penalty: 2276.291504
	Iteration 1F: 3 clusters Score -130843.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -131006.796875 Penalty: 2276.291504
	Iteration 2F: 3 clusters Score -131006.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -131137.156250 Penalty: 2276.291504
	Iteration 3F: 3 clusters Score -131137.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -131248.812500 Penalty: 2276.291504
	Iteration 4F: 3 clusters Score -131248.8 nChanged 49
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: -131311.453125 Penalty: 2276.291504
	Iteration 5Q: 3 clusters Score -131311.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -131339.390625 Penalty: 2276.291504
	Iteration 6Q: 3 clusters Score -131339.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -131359.890625 Penalty: 2276.291504
	Iteration 7Q: 3 clusters Score -131359.9 nChanged 13
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: -131372.093750 Penalty: 2276.291504
	Iteration 8Q: 3 clusters Score -131372.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -131382.468750 Penalty: 2276.291504
	Iteration 9Q: 3 clusters Score -131382.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -131395.796875 Penalty: 2276.291504
	Iteration 10Q: 3 clusters Score -131395.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -131407.390625 Penalty: 2276.291504
	Iteration 11Q: 3 clusters Score -131407.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -131416.281250 Penalty: 2276.291504
	Iteration 12Q: 3 clusters Score -131416.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -131420.968750 Penalty: 2276.291504
	Iteration 13Q: 3 clusters Score -131421 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -131423.734375 Penalty: 2276.291504
	Iteration 14Q: 3 clusters Score -131423.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -131423.734375 Penalty: 2276.291504
	Iteration 15F: 3 clusters Score -131423.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (3330 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Entering Unmasked Estep 
Score: -412022.000000 Penalty: 1317.993164
	Iteration 0F: 2 clusters Score -412022 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -409124.687500 Penalty: 2635.986328
	Iteration 0F: 3 clusters Score -409124.7 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -409834.062500 Penalty: 2635.986328
	Iteration 1F: 3 clusters Score -409834.1 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -410052.031250 Penalty: 2635.986328
	Iteration 2F: 3 clusters Score -410052 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -410303.312500 Penalty: 2635.986328
	Iteration 3F: 3 clusters Score -410303.3 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -410568.312500 Penalty: 2635.986328
	Iteration 4F: 3 clusters Score -410568.3 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -410748.687500 Penalty: 2635.986328
	Iteration 5F: 3 clusters Score -410748.7 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -410866.250000 Penalty: 2635.986328
	Iteration 6Q: 3 clusters Score -410866.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -410961.812500 Penalty: 2635.986328
	Iteration 7Q: 3 clusters Score -410961.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -411043.000000 Penalty: 2635.986328
	Iteration 8Q: 3 clusters Score -411043 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -411098.718750 Penalty: 2635.986328
	Iteration 9Q: 3 clusters Score -411098.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -411133.562500 Penalty: 2635.986328
	Iteration 10Q: 3 clusters Score -411133.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -411163.781250 Penalty: 2635.986328
	Iteration 11Q: 3 clusters Score -411163.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -411195.906250 Penalty: 2635.986328
	Iteration 12Q: 3 clusters Score -411195.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -411227.218750 Penalty: 2635.986328
	Iteration 13Q: 3 clusters Score -411227.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -411250.937500 Penalty: 2635.986328
	Iteration 14Q: 3 clusters Score -411250.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -411275.218750 Penalty: 2635.986328
	Iteration 15Q: 3 clusters Score -411275.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -411300.500000 Penalty: 2635.986328
	Iteration 16Q: 3 clusters Score -411300.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -411316.906250 Penalty: 2635.986328
	Iteration 17Q: 3 clusters Score -411316.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -411326.843750 Penalty: 2635.986328
	Iteration 18Q: 3 clusters Score -411326.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -411337.625000 Penalty: 2635.986328
	Iteration 19Q: 3 clusters Score -411337.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -411347.593750 Penalty: 2635.986328
	Iteration 20F: 3 clusters Score -411347.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -411357.218750 Penalty: 2635.986328
	Iteration 21Q: 3 clusters Score -411357.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -411369.843750 Penalty: 2635.986328
	Iteration 22Q: 3 clusters Score -411369.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -411381.937500 Penalty: 2635.986328
	Iteration 23Q: 3 clusters Score -411381.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -411396.531250 Penalty: 2635.986328
	Iteration 24Q: 3 clusters Score -411396.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -411408.062500 Penalty: 2635.986328
	Iteration 25Q: 3 clusters Score -411408.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -411426.968750 Penalty: 2635.986328
	Iteration 26Q: 3 clusters Score -411427 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -411442.250000 Penalty: 2635.986328
	Iteration 27Q: 3 clusters Score -411442.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -411460.062500 Penalty: 2635.986328
	Iteration 28Q: 3 clusters Score -411460.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -411479.906250 Penalty: 2635.986328
	Iteration 29Q: 3 clusters Score -411479.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -411503.562500 Penalty: 2635.986328
	Iteration 30Q: 3 clusters Score -411503.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -411527.406250 Penalty: 2635.986328
	Iteration 31Q: 3 clusters Score -411527.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -411545.593750 Penalty: 2635.986328
	Iteration 32Q: 3 clusters Score -411545.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -411572.468750 Penalty: 2635.986328
	Iteration 33Q: 3 clusters Score -411572.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -411587.843750 Penalty: 2635.986328
	Iteration 34Q: 3 clusters Score -411587.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -411603.937500 Penalty: 2635.986328
	Iteration 35Q: 3 clusters Score -411603.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -411617.750000 Penalty: 2635.986328
	Iteration 36Q: 3 clusters Score -411617.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -411633.468750 Penalty: 2635.986328
	Iteration 37Q: 3 clusters Score -411633.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -411643.437500 Penalty: 2635.986328
	Iteration 38Q: 3 clusters Score -411643.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -411656.093750 Penalty: 2635.986328
	Iteration 39Q: 3 clusters Score -411656.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -411663.406250 Penalty: 2635.986328
	Iteration 40F: 3 clusters Score -411663.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -411670.656250 Penalty: 2635.986328
	Iteration 41Q: 3 clusters Score -411670.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -411673.937500 Penalty: 2635.986328
	Iteration 42Q: 3 clusters Score -411673.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -411681.156250 Penalty: 2635.986328
	Iteration 43Q: 3 clusters Score -411681.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -411693.750000 Penalty: 2635.986328
	Iteration 44Q: 3 clusters Score -411693.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -411700.250000 Penalty: 2635.986328
	Iteration 45Q: 3 clusters Score -411700.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -411705.031250 Penalty: 2635.986328
	Iteration 46Q: 3 clusters Score -411705 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -411707.750000 Penalty: 2635.986328
	Iteration 47Q: 3 clusters Score -411707.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -411708.031250 Penalty: 2635.986328
	Iteration 48Q: 3 clusters Score -411708 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -411709.093750 Penalty: 2635.986328
	Iteration 49Q: 3 clusters Score -411709.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -411710.000000 Penalty: 2635.986328
	Iteration 50Q: 3 clusters Score -411710 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -411711.375000 Penalty: 2635.986328
	Iteration 51Q: 3 clusters Score -411711.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -411711.625000 Penalty: 2635.986328
	Iteration 52Q: 3 clusters Score -411711.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -411713.000000 Penalty: 2635.986328
	Iteration 53Q: 3 clusters Score -411713 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -411713.500000 Penalty: 2635.986328
	Iteration 54Q: 3 clusters Score -411713.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -411713.843750 Penalty: 2635.986328
	Iteration 55Q: 3 clusters Score -411713.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -411714.812500 Penalty: 2635.986328
	Iteration 56Q: 3 clusters Score -411714.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -411714.812500 Penalty: 2635.986328
	Iteration 57F: 3 clusters Score -411714.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (45693 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45693 members 
Entering Unmasked Estep 
Score: -5875724.000000 Penalty: 1743.576294
	Iteration 0F: 2 clusters Score -5875724 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22601 members 
Mstep: Class 2 contains 23092 members 
Entering Unmasked Estep 
Score: -5845148.500000 Penalty: 3487.152588
	Iteration 0F: 3 clusters Score -5845148 nChanged 21196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20209 members 
Mstep: Class 2 contains 25484 members 
Entering Unmasked Estep 
Score: -5857393.500000 Penalty: 3487.152588
	Iteration 1F: 3 clusters Score -5857394 nChanged 2126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18697 members 
Mstep: Class 2 contains 26996 members 
Entering Unmasked Estep 
Score: -5858225.500000 Penalty: 3487.152588
	Iteration 2Q: 3 clusters Score -5858226 nChanged 2471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16484 members 
Mstep: Class 2 contains 29209 members 
Entering Unmasked Estep 
Score: -5859495.000000 Penalty: 3487.152588
	Iteration 3F: 3 clusters Score -5859495 nChanged 3162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13440 members 
Mstep: Class 2 contains 32253 members 
Entering Unmasked Estep 
Score: -5861616.500000 Penalty: 3487.152588
	Iteration 4F: 3 clusters Score -5861616 nChanged 3793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9695 members 
Mstep: Class 2 contains 35998 members 
Entering Unmasked Estep 
Score: -5864797.500000 Penalty: 3487.152588
	Iteration 5F: 3 clusters Score -5864798 nChanged 3879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5826 members 
Mstep: Class 2 contains 39867 members 
Entering Unmasked Estep 
Score: -5868495.500000 Penalty: 3487.152588
	Iteration 6F: 3 clusters Score -5868496 nChanged 3039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 42902 members 
Entering Unmasked Estep 
Score: -5871520.500000 Penalty: 3487.152588
	Iteration 7F: 3 clusters Score -5871520 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 44528 members 
Entering Unmasked Estep 
Score: -5873131.500000 Penalty: 3487.152588
	Iteration 8Q: 3 clusters Score -5873132 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 45181 members 
Entering Unmasked Estep 
Score: -5873754.500000 Penalty: 3487.152588
	Iteration 9Q: 3 clusters Score -5873754 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 45411 members 
Entering Unmasked Estep 
Score: -5874015.500000 Penalty: 3487.152588
	Iteration 10Q: 3 clusters Score -5874016 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 45478 members 
Entering Unmasked Estep 
Score: -5874101.000000 Penalty: 3487.152588
	Iteration 11Q: 3 clusters Score -5874101 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 45507 members 
Entering Unmasked Estep 
Score: -5874150.000000 Penalty: 3487.152588
	Iteration 12Q: 3 clusters Score -5874150 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 45519 members 
Entering Unmasked Estep 
Score: -5874180.000000 Penalty: 3487.152588
	Iteration 13Q: 3 clusters Score -5874180 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 45520 members 
Entering Unmasked Estep 
Score: -5874190.500000 Penalty: 3487.152588
	Iteration 14Q: 3 clusters Score -5874190 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 45520 members 
Entering Unmasked Estep 
Score: -5874196.000000 Penalty: 3487.152588
	Iteration 15Q: 3 clusters Score -5874196 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 45520 members 
Entering Unmasked Estep 
Score: -5874196.000000 Penalty: 3487.152588
	Iteration 16F: 3 clusters Score -5874196 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (13189 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13189 members 
Entering Unmasked Estep 
Score: -1661574.250000 Penalty: 1541.660034
	Iteration 0F: 2 clusters Score -1661574 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6663 members 
Mstep: Class 2 contains 6526 members 
Entering Unmasked Estep 
Score: -1652386.125000 Penalty: 3083.320068
	Iteration 0F: 3 clusters Score -1652386 nChanged 5765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6950 members 
Mstep: Class 2 contains 6239 members 
Entering Unmasked Estep 
Score: -1655627.250000 Penalty: 3083.320068
	Iteration 1F: 3 clusters Score -1655627 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7220 members 
Mstep: Class 2 contains 5969 members 
Entering Unmasked Estep 
Score: -1656041.750000 Penalty: 3083.320068
	Iteration 2F: 3 clusters Score -1656042 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7549 members 
Mstep: Class 2 contains 5640 members 
Entering Unmasked Estep 
Score: -1656439.250000 Penalty: 3083.320068
	Iteration 3F: 3 clusters Score -1656439 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7959 members 
Mstep: Class 2 contains 5230 members 
Entering Unmasked Estep 
Score: -1656836.000000 Penalty: 3083.320068
	Iteration 4F: 3 clusters Score -1656836 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8407 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -1657224.625000 Penalty: 3083.320068
	Iteration 5F: 3 clusters Score -1657225 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8874 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -1657583.875000 Penalty: 3083.320068
	Iteration 6F: 3 clusters Score -1657584 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9321 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -1657913.375000 Penalty: 3083.320068
	Iteration 7Q: 3 clusters Score -1657913 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9726 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -1658219.250000 Penalty: 3083.320068
	Iteration 8Q: 3 clusters Score -1658219 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10130 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -1658525.750000 Penalty: 3083.320068
	Iteration 9Q: 3 clusters Score -1658526 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10482 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -1658812.125000 Penalty: 3083.320068
	Iteration 10Q: 3 clusters Score -1658812 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10792 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -1659076.875000 Penalty: 3083.320068
	Iteration 11Q: 3 clusters Score -1659077 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11054 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -1659319.375000 Penalty: 3083.320068
	Iteration 12Q: 3 clusters Score -1659319 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11285 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -1659518.625000 Penalty: 3083.320068
	Iteration 13Q: 3 clusters Score -1659519 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11457 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -1659679.750000 Penalty: 3083.320068
	Iteration 14Q: 3 clusters Score -1659680 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11612 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -1659813.250000 Penalty: 3083.320068
	Iteration 15Q: 3 clusters Score -1659813 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11732 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -1659939.125000 Penalty: 3083.320068
	Iteration 16Q: 3 clusters Score -1659939 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11843 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -1660057.875000 Penalty: 3083.320068
	Iteration 17Q: 3 clusters Score -1660058 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11928 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -1660163.625000 Penalty: 3083.320068
	Iteration 18Q: 3 clusters Score -1660164 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11999 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -1660264.125000 Penalty: 3083.320068
	Iteration 19Q: 3 clusters Score -1660264 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12061 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -1660352.125000 Penalty: 3083.320068
	Iteration 20F: 3 clusters Score -1660352 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12102 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -1660418.000000 Penalty: 3083.320068
	Iteration 21Q: 3 clusters Score -1660418 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12129 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -1660459.500000 Penalty: 3083.320068
	Iteration 22Q: 3 clusters Score -1660460 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12149 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -1660487.125000 Penalty: 3083.320068
	Iteration 23Q: 3 clusters Score -1660487 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12167 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -1660503.875000 Penalty: 3083.320068
	Iteration 24Q: 3 clusters Score -1660504 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12188 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -1660519.375000 Penalty: 3083.320068
	Iteration 25Q: 3 clusters Score -1660519 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12186 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -1660522.250000 Penalty: 3083.320068
	Iteration 26Q: 3 clusters Score -1660522 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12187 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -1660531.375000 Penalty: 3083.320068
	Iteration 27Q: 3 clusters Score -1660531 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12188 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -1660532.125000 Penalty: 3083.320068
	Iteration 28Q: 3 clusters Score -1660532 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12188 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -1660534.125000 Penalty: 3083.320068
	Iteration 29Q: 3 clusters Score -1660534 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12188 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -1660539.125000 Penalty: 3083.320068
	Iteration 30Q: 3 clusters Score -1660539 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12189 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -1660540.375000 Penalty: 3083.320068
	Iteration 31Q: 3 clusters Score -1660540 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12189 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -1660538.750000 Penalty: 3083.320068
	Iteration 32Q: 3 clusters Score -1660539 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12189 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -1660538.750000 Penalty: 3083.320068
	Iteration 33F: 3 clusters Score -1660539 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (12658 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12658 members 
Entering Unmasked Estep 
Score: -1613289.250000 Penalty: 1534.982300
	Iteration 0F: 2 clusters Score -1613289 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6294 members 
Mstep: Class 2 contains 6364 members 
Entering Unmasked Estep 
Score: -1604365.500000 Penalty: 3069.964600
	Iteration 0F: 3 clusters Score -1604366 nChanged 5618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6168 members 
Mstep: Class 2 contains 6490 members 
Entering Unmasked Estep 
Score: -1607376.750000 Penalty: 3069.964600
	Iteration 1F: 3 clusters Score -1607377 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6093 members 
Mstep: Class 2 contains 6565 members 
Entering Unmasked Estep 
Score: -1607707.875000 Penalty: 3069.964600
	Iteration 2F: 3 clusters Score -1607708 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6002 members 
Mstep: Class 2 contains 6656 members 
Entering Unmasked Estep 
Score: -1607941.500000 Penalty: 3069.964600
	Iteration 3F: 3 clusters Score -1607942 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5848 members 
Mstep: Class 2 contains 6810 members 
Entering Unmasked Estep 
Score: -1608141.000000 Penalty: 3069.964600
	Iteration 4Q: 3 clusters Score -1608141 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5643 members 
Mstep: Class 2 contains 7015 members 
Entering Unmasked Estep 
Score: -1608329.875000 Penalty: 3069.964600
	Iteration 5Q: 3 clusters Score -1608330 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5389 members 
Mstep: Class 2 contains 7269 members 
Entering Unmasked Estep 
Score: -1608530.500000 Penalty: 3069.964600
	Iteration 6Q: 3 clusters Score -1608530 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Mstep: Class 2 contains 7608 members 
Entering Unmasked Estep 
Score: -1608773.125000 Penalty: 3069.964600
	Iteration 7Q: 3 clusters Score -1608773 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 8041 members 
Entering Unmasked Estep 
Score: -1609048.125000 Penalty: 3069.964600
	Iteration 8Q: 3 clusters Score -1609048 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 8536 members 
Entering Unmasked Estep 
Score: -1609383.125000 Penalty: 3069.964600
	Iteration 9Q: 3 clusters Score -1609383 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 9093 members 
Entering Unmasked Estep 
Score: -1609801.000000 Penalty: 3069.964600
	Iteration 10F: 3 clusters Score -1609801 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 9640 members 
Entering Unmasked Estep 
Score: -1610274.250000 Penalty: 3069.964600
	Iteration 11Q: 3 clusters Score -1610274 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 10138 members 
Entering Unmasked Estep 
Score: -1610767.875000 Penalty: 3069.964600
	Iteration 12Q: 3 clusters Score -1610768 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 10522 members 
Entering Unmasked Estep 
Score: -1611162.750000 Penalty: 3069.964600
	Iteration 13Q: 3 clusters Score -1611163 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 10821 members 
Entering Unmasked Estep 
Score: -1611430.125000 Penalty: 3069.964600
	Iteration 14Q: 3 clusters Score -1611430 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 11048 members 
Entering Unmasked Estep 
Score: -1611600.375000 Penalty: 3069.964600
	Iteration 15Q: 3 clusters Score -1611600 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 11211 members 
Entering Unmasked Estep 
Score: -1611705.750000 Penalty: 3069.964600
	Iteration 16Q: 3 clusters Score -1611706 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 11341 members 
Entering Unmasked Estep 
Score: -1611791.125000 Penalty: 3069.964600
	Iteration 17Q: 3 clusters Score -1611791 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 11435 members 
Entering Unmasked Estep 
Score: -1611841.000000 Penalty: 3069.964600
	Iteration 18Q: 3 clusters Score -1611841 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 11496 members 
Entering Unmasked Estep 
Score: -1611871.875000 Penalty: 3069.964600
	Iteration 19Q: 3 clusters Score -1611872 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 11563 members 
Entering Unmasked Estep 
Score: -1611909.000000 Penalty: 3069.964600
	Iteration 20F: 3 clusters Score -1611909 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 11607 members 
Entering Unmasked Estep 
Score: -1611930.125000 Penalty: 3069.964600
	Iteration 21Q: 3 clusters Score -1611930 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 11640 members 
Entering Unmasked Estep 
Score: -1611946.250000 Penalty: 3069.964600
	Iteration 22Q: 3 clusters Score -1611946 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 11668 members 
Entering Unmasked Estep 
Score: -1611960.750000 Penalty: 3069.964600
	Iteration 23Q: 3 clusters Score -1611961 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 11690 members 
Entering Unmasked Estep 
Score: -1611966.125000 Penalty: 3069.964600
	Iteration 24Q: 3 clusters Score -1611966 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 11710 members 
Entering Unmasked Estep 
Score: -1611980.000000 Penalty: 3069.964600
	Iteration 25Q: 3 clusters Score -1611980 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 11735 members 
Entering Unmasked Estep 
Score: -1611992.500000 Penalty: 3069.964600
	Iteration 26Q: 3 clusters Score -1611992 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 11755 members 
Entering Unmasked Estep 
Score: -1611997.000000 Penalty: 3069.964600
	Iteration 27Q: 3 clusters Score -1611997 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 11766 members 
Entering Unmasked Estep 
Score: -1611997.750000 Penalty: 3069.964600
	Iteration 28Q: 3 clusters Score -1611998 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 11770 members 
Entering Unmasked Estep 
Score: -1612000.375000 Penalty: 3069.964600
	Iteration 29Q: 3 clusters Score -1612000 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 11774 members 
Entering Unmasked Estep 
Score: -1612003.750000 Penalty: 3069.964600
	Iteration 30Q: 3 clusters Score -1612004 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 11776 members 
Entering Unmasked Estep 
Score: -1612005.750000 Penalty: 3069.964600
	Iteration 31Q: 3 clusters Score -1612006 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 11778 members 
Entering Unmasked Estep 
Score: -1612006.250000 Penalty: 3069.964600
	Iteration 32Q: 3 clusters Score -1612006 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 11780 members 
Entering Unmasked Estep 
Score: -1612007.375000 Penalty: 3069.964600
	Iteration 33Q: 3 clusters Score -1612007 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 11782 members 
Entering Unmasked Estep 
Score: -1612008.375000 Penalty: 3069.964600
	Iteration 34Q: 3 clusters Score -1612008 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 11782 members 
Entering Unmasked Estep 
Score: -1612010.375000 Penalty: 3069.964600
	Iteration 35Q: 3 clusters Score -1612010 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 11786 members 
Entering Unmasked Estep 
Score: -1612011.000000 Penalty: 3069.964600
	Iteration 36Q: 3 clusters Score -1612011 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 11786 members 
Entering Unmasked Estep 
Score: -1612011.000000 Penalty: 3069.964600
	Iteration 37F: 3 clusters Score -1612011 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (2885 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Entering Unmasked Estep 
Score: -352405.250000 Penalty: 1294.683105
	Iteration 0F: 2 clusters Score -352405.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -349827.500000 Penalty: 2589.366211
	Iteration 0F: 3 clusters Score -349827.5 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -350571.250000 Penalty: 2589.366211
	Iteration 1F: 3 clusters Score -350571.2 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -350817.531250 Penalty: 2589.366211
	Iteration 2F: 3 clusters Score -350817.5 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -350963.593750 Penalty: 2589.366211
	Iteration 3F: 3 clusters Score -350963.6 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -351066.125000 Penalty: 2589.366211
	Iteration 4Q: 3 clusters Score -351066.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -351147.093750 Penalty: 2589.366211
	Iteration 5Q: 3 clusters Score -351147.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -351213.500000 Penalty: 2589.366211
	Iteration 6Q: 3 clusters Score -351213.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -351265.000000 Penalty: 2589.366211
	Iteration 7Q: 3 clusters Score -351265 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -351318.062500 Penalty: 2589.366211
	Iteration 8Q: 3 clusters Score -351318.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -351368.656250 Penalty: 2589.366211
	Iteration 9Q: 3 clusters Score -351368.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -351413.531250 Penalty: 2589.366211
	Iteration 10Q: 3 clusters Score -351413.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -351454.687500 Penalty: 2589.366211
	Iteration 11Q: 3 clusters Score -351454.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -351490.718750 Penalty: 2589.366211
	Iteration 12Q: 3 clusters Score -351490.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -351534.812500 Penalty: 2589.366211
	Iteration 13Q: 3 clusters Score -351534.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -351574.125000 Penalty: 2589.366211
	Iteration 14Q: 3 clusters Score -351574.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -351611.343750 Penalty: 2589.366211
	Iteration 15Q: 3 clusters Score -351611.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -351650.343750 Penalty: 2589.366211
	Iteration 16Q: 3 clusters Score -351650.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -351679.062500 Penalty: 2589.366211
	Iteration 17Q: 3 clusters Score -351679.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -351704.406250 Penalty: 2589.366211
	Iteration 18Q: 3 clusters Score -351704.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -351721.625000 Penalty: 2589.366211
	Iteration 19Q: 3 clusters Score -351721.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -351725.718750 Penalty: 2589.366211
	Iteration 20F: 3 clusters Score -351725.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -351727.437500 Penalty: 2589.366211
	Iteration 21Q: 3 clusters Score -351727.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -351730.531250 Penalty: 2589.366211
	Iteration 22Q: 3 clusters Score -351730.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -351732.468750 Penalty: 2589.366211
	Iteration 23Q: 3 clusters Score -351732.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -351732.593750 Penalty: 2589.366211
	Iteration 24Q: 3 clusters Score -351732.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -351732.687500 Penalty: 2589.366211
	Iteration 25Q: 3 clusters Score -351732.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -351732.687500 Penalty: 2589.366211
	Iteration 26F: 3 clusters Score -351732.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (9456 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9456 members 
Entering Unmasked Estep 
Score: -1104432.000000 Penalty: 1487.590698
	Iteration 0F: 2 clusters Score -1104432 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -1097621.250000 Penalty: 2975.181396
	Iteration 0F: 3 clusters Score -1097621 nChanged 4062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -1099954.250000 Penalty: 2975.181396
	Iteration 1F: 3 clusters Score -1099954 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -1100398.250000 Penalty: 2975.181396
	Iteration 2F: 3 clusters Score -1100398 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -1100805.625000 Penalty: 2975.181396
	Iteration 3F: 3 clusters Score -1100806 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -1101200.875000 Penalty: 2975.181396
	Iteration 4F: 3 clusters Score -1101201 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
Score: -1101536.625000 Penalty: 2975.181396
	Iteration 5F: 3 clusters Score -1101537 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -1101820.125000 Penalty: 2975.181396
	Iteration 6F: 3 clusters Score -1101820 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -1102031.875000 Penalty: 2975.181396
	Iteration 7Q: 3 clusters Score -1102032 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -1102218.375000 Penalty: 2975.181396
	Iteration 8Q: 3 clusters Score -1102218 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -1102363.125000 Penalty: 2975.181396
	Iteration 9Q: 3 clusters Score -1102363 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -1102463.750000 Penalty: 2975.181396
	Iteration 10Q: 3 clusters Score -1102464 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -1102560.000000 Penalty: 2975.181396
	Iteration 11Q: 3 clusters Score -1102560 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -1102647.625000 Penalty: 2975.181396
	Iteration 12Q: 3 clusters Score -1102648 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -1102710.625000 Penalty: 2975.181396
	Iteration 13Q: 3 clusters Score -1102711 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -1102776.750000 Penalty: 2975.181396
	Iteration 14Q: 3 clusters Score -1102777 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -1102829.875000 Penalty: 2975.181396
	Iteration 15Q: 3 clusters Score -1102830 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -1102876.125000 Penalty: 2975.181396
	Iteration 16Q: 3 clusters Score -1102876 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -1102924.750000 Penalty: 2975.181396
	Iteration 17Q: 3 clusters Score -1102925 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -1102956.375000 Penalty: 2975.181396
	Iteration 18Q: 3 clusters Score -1102956 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5397 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -1102980.125000 Penalty: 2975.181396
	Iteration 19Q: 3 clusters Score -1102980 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5431 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -1102997.875000 Penalty: 2975.181396
	Iteration 20F: 3 clusters Score -1102998 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5478 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -1103017.875000 Penalty: 2975.181396
	Iteration 21Q: 3 clusters Score -1103018 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -1103023.625000 Penalty: 2975.181396
	Iteration 22Q: 3 clusters Score -1103024 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5535 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -1103032.875000 Penalty: 2975.181396
	Iteration 23Q: 3 clusters Score -1103033 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5542 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -1103040.625000 Penalty: 2975.181396
	Iteration 24Q: 3 clusters Score -1103041 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5548 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -1103048.125000 Penalty: 2975.181396
	Iteration 25Q: 3 clusters Score -1103048 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5557 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -1103058.000000 Penalty: 2975.181396
	Iteration 26Q: 3 clusters Score -1103058 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5568 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -1103066.000000 Penalty: 2975.181396
	Iteration 27Q: 3 clusters Score -1103066 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5590 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -1103075.875000 Penalty: 2975.181396
	Iteration 28Q: 3 clusters Score -1103076 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5614 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -1103084.875000 Penalty: 2975.181396
	Iteration 29Q: 3 clusters Score -1103085 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5658 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -1103096.125000 Penalty: 2975.181396
	Iteration 30Q: 3 clusters Score -1103096 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5704 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -1103111.750000 Penalty: 2975.181396
	Iteration 31Q: 3 clusters Score -1103112 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5740 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -1103122.500000 Penalty: 2975.181396
	Iteration 32Q: 3 clusters Score -1103122 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5767 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -1103129.500000 Penalty: 2975.181396
	Iteration 33Q: 3 clusters Score -1103130 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5795 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -1103134.375000 Penalty: 2975.181396
	Iteration 34Q: 3 clusters Score -1103134 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5819 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -1103140.375000 Penalty: 2975.181396
	Iteration 35Q: 3 clusters Score -1103140 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5845 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -1103148.375000 Penalty: 2975.181396
	Iteration 36Q: 3 clusters Score -1103148 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5872 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -1103153.375000 Penalty: 2975.181396
	Iteration 37Q: 3 clusters Score -1103153 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5902 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -1103156.375000 Penalty: 2975.181396
	Iteration 38Q: 3 clusters Score -1103156 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5929 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -1103162.500000 Penalty: 2975.181396
	Iteration 39Q: 3 clusters Score -1103162 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5963 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -1103168.625000 Penalty: 2975.181396
	Iteration 40F: 3 clusters Score -1103169 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5997 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -1103176.125000 Penalty: 2975.181396
	Iteration 41Q: 3 clusters Score -1103176 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6047 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -1103190.500000 Penalty: 2975.181396
	Iteration 42Q: 3 clusters Score -1103190 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6099 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -1103203.875000 Penalty: 2975.181396
	Iteration 43Q: 3 clusters Score -1103204 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6148 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -1103216.500000 Penalty: 2975.181396
	Iteration 44Q: 3 clusters Score -1103216 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6189 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -1103226.375000 Penalty: 2975.181396
	Iteration 45Q: 3 clusters Score -1103226 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6238 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -1103239.375000 Penalty: 2975.181396
	Iteration 46Q: 3 clusters Score -1103239 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6282 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -1103248.000000 Penalty: 2975.181396
	Iteration 47Q: 3 clusters Score -1103248 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6326 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -1103265.750000 Penalty: 2975.181396
	Iteration 48Q: 3 clusters Score -1103266 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6382 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -1103280.625000 Penalty: 2975.181396
	Iteration 49Q: 3 clusters Score -1103281 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6439 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -1103297.125000 Penalty: 2975.181396
	Iteration 50Q: 3 clusters Score -1103297 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6492 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -1103305.875000 Penalty: 2975.181396
	Iteration 51Q: 3 clusters Score -1103306 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6544 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -1103318.000000 Penalty: 2975.181396
	Iteration 52Q: 3 clusters Score -1103318 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6592 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -1103330.625000 Penalty: 2975.181396
	Iteration 53Q: 3 clusters Score -1103331 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6641 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -1103346.250000 Penalty: 2975.181396
	Iteration 54Q: 3 clusters Score -1103346 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6694 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -1103358.125000 Penalty: 2975.181396
	Iteration 55Q: 3 clusters Score -1103358 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6753 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -1103376.625000 Penalty: 2975.181396
	Iteration 56Q: 3 clusters Score -1103377 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6826 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -1103396.500000 Penalty: 2975.181396
	Iteration 57Q: 3 clusters Score -1103396 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6894 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -1103414.500000 Penalty: 2975.181396
	Iteration 58Q: 3 clusters Score -1103414 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6962 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -1103434.250000 Penalty: 2975.181396
	Iteration 59Q: 3 clusters Score -1103434 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7036 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -1103454.750000 Penalty: 2975.181396
	Iteration 60F: 3 clusters Score -1103455 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7120 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -1103477.875000 Penalty: 2975.181396
	Iteration 61Q: 3 clusters Score -1103478 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7186 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -1103499.750000 Penalty: 2975.181396
	Iteration 62Q: 3 clusters Score -1103500 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7253 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -1103518.250000 Penalty: 2975.181396
	Iteration 63Q: 3 clusters Score -1103518 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7317 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -1103539.750000 Penalty: 2975.181396
	Iteration 64Q: 3 clusters Score -1103540 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7387 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -1103564.375000 Penalty: 2975.181396
	Iteration 65Q: 3 clusters Score -1103564 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7458 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -1103586.375000 Penalty: 2975.181396
	Iteration 66Q: 3 clusters Score -1103586 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7516 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -1103607.875000 Penalty: 2975.181396
	Iteration 67Q: 3 clusters Score -1103608 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7572 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -1103621.375000 Penalty: 2975.181396
	Iteration 68Q: 3 clusters Score -1103621 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7617 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -1103632.125000 Penalty: 2975.181396
	Iteration 69Q: 3 clusters Score -1103632 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7653 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -1103641.000000 Penalty: 2975.181396
	Iteration 70Q: 3 clusters Score -1103641 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7685 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -1103648.500000 Penalty: 2975.181396
	Iteration 71Q: 3 clusters Score -1103648 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7710 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -1103652.500000 Penalty: 2975.181396
	Iteration 72Q: 3 clusters Score -1103652 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7736 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -1103660.250000 Penalty: 2975.181396
	Iteration 73Q: 3 clusters Score -1103660 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7759 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -1103664.000000 Penalty: 2975.181396
	Iteration 74Q: 3 clusters Score -1103664 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7774 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -1103669.375000 Penalty: 2975.181396
	Iteration 75Q: 3 clusters Score -1103669 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7786 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -1103670.750000 Penalty: 2975.181396
	Iteration 76Q: 3 clusters Score -1103671 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7801 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -1103674.500000 Penalty: 2975.181396
	Iteration 77Q: 3 clusters Score -1103674 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7817 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -1103680.625000 Penalty: 2975.181396
	Iteration 78Q: 3 clusters Score -1103681 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7837 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -1103681.500000 Penalty: 2975.181396
	Iteration 79Q: 3 clusters Score -1103682 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7856 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -1103691.625000 Penalty: 2975.181396
	Iteration 80F: 3 clusters Score -1103692 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7877 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -1103699.125000 Penalty: 2975.181396
	Iteration 81Q: 3 clusters Score -1103699 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7894 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -1103702.875000 Penalty: 2975.181396
	Iteration 82Q: 3 clusters Score -1103703 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7913 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -1103709.500000 Penalty: 2975.181396
	Iteration 83Q: 3 clusters Score -1103710 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7933 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -1103716.125000 Penalty: 2975.181396
	Iteration 84Q: 3 clusters Score -1103716 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7950 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -1103720.250000 Penalty: 2975.181396
	Iteration 85Q: 3 clusters Score -1103720 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7966 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -1103726.125000 Penalty: 2975.181396
	Iteration 86Q: 3 clusters Score -1103726 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7984 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -1103732.500000 Penalty: 2975.181396
	Iteration 87Q: 3 clusters Score -1103732 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7998 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -1103737.000000 Penalty: 2975.181396
	Iteration 88Q: 3 clusters Score -1103737 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8013 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -1103741.875000 Penalty: 2975.181396
	Iteration 89Q: 3 clusters Score -1103742 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8030 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -1103746.000000 Penalty: 2975.181396
	Iteration 90Q: 3 clusters Score -1103746 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8045 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -1103750.625000 Penalty: 2975.181396
	Iteration 91Q: 3 clusters Score -1103751 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8060 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -1103755.375000 Penalty: 2975.181396
	Iteration 92Q: 3 clusters Score -1103755 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8080 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -1103759.750000 Penalty: 2975.181396
	Iteration 93Q: 3 clusters Score -1103760 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8094 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -1103764.500000 Penalty: 2975.181396
	Iteration 94Q: 3 clusters Score -1103764 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8109 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -1103770.250000 Penalty: 2975.181396
	Iteration 95Q: 3 clusters Score -1103770 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8127 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -1103773.500000 Penalty: 2975.181396
	Iteration 96Q: 3 clusters Score -1103774 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8139 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -1103775.625000 Penalty: 2975.181396
	Iteration 97Q: 3 clusters Score -1103776 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8152 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -1103780.000000 Penalty: 2975.181396
	Iteration 98Q: 3 clusters Score -1103780 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8166 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -1103781.000000 Penalty: 2975.181396
	Iteration 99Q: 3 clusters Score -1103781 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8174 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -1103779.875000 Penalty: 2975.181396
	Iteration 100F: 3 clusters Score -1103780 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8182 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -1103782.750000 Penalty: 2975.181396
	Iteration 101Q: 3 clusters Score -1103783 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8191 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -1103785.625000 Penalty: 2975.181396
	Iteration 102Q: 3 clusters Score -1103786 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8195 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -1103787.125000 Penalty: 2975.181396
	Iteration 103Q: 3 clusters Score -1103787 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8200 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -1103787.625000 Penalty: 2975.181396
	Iteration 104Q: 3 clusters Score -1103788 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8206 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -1103790.750000 Penalty: 2975.181396
	Iteration 105Q: 3 clusters Score -1103791 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8211 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -1103793.375000 Penalty: 2975.181396
	Iteration 106Q: 3 clusters Score -1103793 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8217 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -1103794.875000 Penalty: 2975.181396
	Iteration 107Q: 3 clusters Score -1103795 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8226 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -1103798.375000 Penalty: 2975.181396
	Iteration 108Q: 3 clusters Score -1103798 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8237 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -1103798.625000 Penalty: 2975.181396
	Iteration 109Q: 3 clusters Score -1103799 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8246 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -1103801.000000 Penalty: 2975.181396
	Iteration 110Q: 3 clusters Score -1103801 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8253 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -1103802.875000 Penalty: 2975.181396
	Iteration 111Q: 3 clusters Score -1103803 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8253 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -1103802.750000 Penalty: 2975.181396
	Iteration 112Q: 3 clusters Score -1103803 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8256 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -1103802.000000 Penalty: 2975.181396
	Iteration 113Q: 3 clusters Score -1103802 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8261 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -1103803.125000 Penalty: 2975.181396
	Iteration 114Q: 3 clusters Score -1103803 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8267 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -1103806.500000 Penalty: 2975.181396
	Iteration 115Q: 3 clusters Score -1103806 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8271 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -1103808.500000 Penalty: 2975.181396
	Iteration 116Q: 3 clusters Score -1103808 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8275 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -1103811.500000 Penalty: 2975.181396
	Iteration 117Q: 3 clusters Score -1103812 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8277 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -1103811.125000 Penalty: 2975.181396
	Iteration 118Q: 3 clusters Score -1103811 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8282 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -1103814.500000 Penalty: 2975.181396
	Iteration 119Q: 3 clusters Score -1103814 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8285 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -1103813.750000 Penalty: 2975.181396
	Iteration 120F: 3 clusters Score -1103814 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8287 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -1103814.375000 Penalty: 2975.181396
	Iteration 121Q: 3 clusters Score -1103814 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8287 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -1103814.375000 Penalty: 2975.181396
	Iteration 122F: 3 clusters Score -1103814 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (2315 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Entering Unmasked Estep 
Score: -281002.437500 Penalty: 1258.914307
	Iteration 0F: 2 clusters Score -281002.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -278722.625000 Penalty: 2517.828613
	Iteration 0F: 3 clusters Score -278722.6 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -279322.093750 Penalty: 2517.828613
	Iteration 1F: 3 clusters Score -279322.1 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -279476.687500 Penalty: 2517.828613
	Iteration 2F: 3 clusters Score -279476.7 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -279599.375000 Penalty: 2517.828613
	Iteration 3F: 3 clusters Score -279599.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -279681.187500 Penalty: 2517.828613
	Iteration 4Q: 3 clusters Score -279681.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -279763.812500 Penalty: 2517.828613
	Iteration 5Q: 3 clusters Score -279763.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -279845.343750 Penalty: 2517.828613
	Iteration 6Q: 3 clusters Score -279845.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -279921.437500 Penalty: 2517.828613
	Iteration 7Q: 3 clusters Score -279921.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -280008.937500 Penalty: 2517.828613
	Iteration 8Q: 3 clusters Score -280008.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -280079.375000 Penalty: 2517.828613
	Iteration 9Q: 3 clusters Score -280079.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -280129.406250 Penalty: 2517.828613
	Iteration 10Q: 3 clusters Score -280129.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -280178.187500 Penalty: 2517.828613
	Iteration 11Q: 3 clusters Score -280178.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -280233.843750 Penalty: 2517.828613
	Iteration 12Q: 3 clusters Score -280233.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -280298.156250 Penalty: 2517.828613
	Iteration 13Q: 3 clusters Score -280298.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -280376.187500 Penalty: 2517.828613
	Iteration 14Q: 3 clusters Score -280376.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -280436.187500 Penalty: 2517.828613
	Iteration 15Q: 3 clusters Score -280436.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -280493.812500 Penalty: 2517.828613
	Iteration 16Q: 3 clusters Score -280493.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -280544.375000 Penalty: 2517.828613
	Iteration 17Q: 3 clusters Score -280544.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -280592.375000 Penalty: 2517.828613
	Iteration 18Q: 3 clusters Score -280592.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -280640.500000 Penalty: 2517.828613
	Iteration 19Q: 3 clusters Score -280640.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -280704.250000 Penalty: 2517.828613
	Iteration 20F: 3 clusters Score -280704.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -280755.687500 Penalty: 2517.828613
	Iteration 21Q: 3 clusters Score -280755.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -280790.906250 Penalty: 2517.828613
	Iteration 22Q: 3 clusters Score -280790.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -280821.906250 Penalty: 2517.828613
	Iteration 23Q: 3 clusters Score -280821.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -280837.875000 Penalty: 2517.828613
	Iteration 24Q: 3 clusters Score -280837.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -280849.375000 Penalty: 2517.828613
	Iteration 25Q: 3 clusters Score -280849.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -280855.062500 Penalty: 2517.828613
	Iteration 26Q: 3 clusters Score -280855.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -280860.656250 Penalty: 2517.828613
	Iteration 27Q: 3 clusters Score -280860.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -280865.125000 Penalty: 2517.828613
	Iteration 28Q: 3 clusters Score -280865.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -280865.843750 Penalty: 2517.828613
	Iteration 29Q: 3 clusters Score -280865.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -280865.843750 Penalty: 2517.828613
	Iteration 30F: 3 clusters Score -280865.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (24051 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24051 members 
Entering Unmasked Estep 
Score: -2819254.500000 Penalty: 1639.288940
	Iteration 0F: 2 clusters Score -2819254 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12029 members 
Mstep: Class 2 contains 12022 members 
Entering Unmasked Estep 
Score: -2802837.750000 Penalty: 3278.577881
	Iteration 0F: 3 clusters Score -2802838 nChanged 11057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11944 members 
Mstep: Class 2 contains 12107 members 
Entering Unmasked Estep 
Score: -2809471.000000 Penalty: 3278.577881
	Iteration 1F: 3 clusters Score -2809471 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11861 members 
Mstep: Class 2 contains 12190 members 
Entering Unmasked Estep 
Score: -2810494.500000 Penalty: 3278.577881
	Iteration 2F: 3 clusters Score -2810494 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11819 members 
Mstep: Class 2 contains 12232 members 
Entering Unmasked Estep 
Score: -2811666.250000 Penalty: 3278.577881
	Iteration 3F: 3 clusters Score -2811666 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11768 members 
Mstep: Class 2 contains 12283 members 
Entering Unmasked Estep 
Score: -2812819.250000 Penalty: 3278.577881
	Iteration 4F: 3 clusters Score -2812819 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11741 members 
Mstep: Class 2 contains 12310 members 
Entering Unmasked Estep 
Score: -2813764.750000 Penalty: 3278.577881
	Iteration 5F: 3 clusters Score -2813765 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11669 members 
Mstep: Class 2 contains 12382 members 
Entering Unmasked Estep 
Score: -2814382.500000 Penalty: 3278.577881
	Iteration 6F: 3 clusters Score -2814382 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11574 members 
Mstep: Class 2 contains 12477 members 
Entering Unmasked Estep 
Score: -2814737.750000 Penalty: 3278.577881
	Iteration 7Q: 3 clusters Score -2814738 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11472 members 
Mstep: Class 2 contains 12579 members 
Entering Unmasked Estep 
Score: -2814953.500000 Penalty: 3278.577881
	Iteration 8Q: 3 clusters Score -2814954 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11353 members 
Mstep: Class 2 contains 12698 members 
Entering Unmasked Estep 
Score: -2815062.500000 Penalty: 3278.577881
	Iteration 9Q: 3 clusters Score -2815062 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11253 members 
Mstep: Class 2 contains 12798 members 
Entering Unmasked Estep 
Score: -2815151.000000 Penalty: 3278.577881
	Iteration 10Q: 3 clusters Score -2815151 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11167 members 
Mstep: Class 2 contains 12884 members 
Entering Unmasked Estep 
Score: -2815202.000000 Penalty: 3278.577881
	Iteration 11Q: 3 clusters Score -2815202 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11070 members 
Mstep: Class 2 contains 12981 members 
Entering Unmasked Estep 
Score: -2815266.750000 Penalty: 3278.577881
	Iteration 12Q: 3 clusters Score -2815267 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10964 members 
Mstep: Class 2 contains 13087 members 
Entering Unmasked Estep 
Score: -2815310.000000 Penalty: 3278.577881
	Iteration 13Q: 3 clusters Score -2815310 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10861 members 
Mstep: Class 2 contains 13190 members 
Entering Unmasked Estep 
Score: -2815330.000000 Penalty: 3278.577881
	Iteration 14Q: 3 clusters Score -2815330 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10761 members 
Mstep: Class 2 contains 13290 members 
Entering Unmasked Estep 
Score: -2815365.750000 Penalty: 3278.577881
	Iteration 15Q: 3 clusters Score -2815366 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10665 members 
Mstep: Class 2 contains 13386 members 
Entering Unmasked Estep 
Score: -2815391.750000 Penalty: 3278.577881
	Iteration 16Q: 3 clusters Score -2815392 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10562 members 
Mstep: Class 2 contains 13489 members 
Entering Unmasked Estep 
Score: -2815416.000000 Penalty: 3278.577881
	Iteration 17Q: 3 clusters Score -2815416 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10462 members 
Mstep: Class 2 contains 13589 members 
Entering Unmasked Estep 
Score: -2815441.500000 Penalty: 3278.577881
	Iteration 18Q: 3 clusters Score -2815442 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10361 members 
Mstep: Class 2 contains 13690 members 
Entering Unmasked Estep 
Score: -2815465.000000 Penalty: 3278.577881
	Iteration 19Q: 3 clusters Score -2815465 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10274 members 
Mstep: Class 2 contains 13777 members 
Entering Unmasked Estep 
Score: -2815479.500000 Penalty: 3278.577881
	Iteration 20F: 3 clusters Score -2815480 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10178 members 
Mstep: Class 2 contains 13873 members 
Entering Unmasked Estep 
Score: -2815504.750000 Penalty: 3278.577881
	Iteration 21Q: 3 clusters Score -2815505 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10091 members 
Mstep: Class 2 contains 13960 members 
Entering Unmasked Estep 
Score: -2815532.500000 Penalty: 3278.577881
	Iteration 22Q: 3 clusters Score -2815532 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10002 members 
Mstep: Class 2 contains 14049 members 
Entering Unmasked Estep 
Score: -2815539.000000 Penalty: 3278.577881
	Iteration 23Q: 3 clusters Score -2815539 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9914 members 
Mstep: Class 2 contains 14137 members 
Entering Unmasked Estep 
Score: -2815556.000000 Penalty: 3278.577881
	Iteration 24Q: 3 clusters Score -2815556 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9823 members 
Mstep: Class 2 contains 14228 members 
Entering Unmasked Estep 
Score: -2815578.500000 Penalty: 3278.577881
	Iteration 25Q: 3 clusters Score -2815578 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9710 members 
Mstep: Class 2 contains 14341 members 
Entering Unmasked Estep 
Score: -2815607.000000 Penalty: 3278.577881
	Iteration 26Q: 3 clusters Score -2815607 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9569 members 
Mstep: Class 2 contains 14482 members 
Entering Unmasked Estep 
Score: -2815650.250000 Penalty: 3278.577881
	Iteration 27Q: 3 clusters Score -2815650 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9424 members 
Mstep: Class 2 contains 14627 members 
Entering Unmasked Estep 
Score: -2815677.000000 Penalty: 3278.577881
	Iteration 28Q: 3 clusters Score -2815677 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9278 members 
Mstep: Class 2 contains 14773 members 
Entering Unmasked Estep 
Score: -2815715.500000 Penalty: 3278.577881
	Iteration 29Q: 3 clusters Score -2815716 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9116 members 
Mstep: Class 2 contains 14935 members 
Entering Unmasked Estep 
Score: -2815755.750000 Penalty: 3278.577881
	Iteration 30Q: 3 clusters Score -2815756 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8948 members 
Mstep: Class 2 contains 15103 members 
Entering Unmasked Estep 
Score: -2815789.500000 Penalty: 3278.577881
	Iteration 31Q: 3 clusters Score -2815790 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8777 members 
Mstep: Class 2 contains 15274 members 
Entering Unmasked Estep 
Score: -2815825.000000 Penalty: 3278.577881
	Iteration 32Q: 3 clusters Score -2815825 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8595 members 
Mstep: Class 2 contains 15456 members 
Entering Unmasked Estep 
Score: -2815856.750000 Penalty: 3278.577881
	Iteration 33Q: 3 clusters Score -2815857 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8392 members 
Mstep: Class 2 contains 15659 members 
Entering Unmasked Estep 
Score: -2815900.000000 Penalty: 3278.577881
	Iteration 34Q: 3 clusters Score -2815900 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8163 members 
Mstep: Class 2 contains 15888 members 
Entering Unmasked Estep 
Score: -2815956.500000 Penalty: 3278.577881
	Iteration 35Q: 3 clusters Score -2815956 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7920 members 
Mstep: Class 2 contains 16131 members 
Entering Unmasked Estep 
Score: -2816014.250000 Penalty: 3278.577881
	Iteration 36Q: 3 clusters Score -2816014 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7661 members 
Mstep: Class 2 contains 16390 members 
Entering Unmasked Estep 
Score: -2816079.000000 Penalty: 3278.577881
	Iteration 37Q: 3 clusters Score -2816079 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7401 members 
Mstep: Class 2 contains 16650 members 
Entering Unmasked Estep 
Score: -2816146.750000 Penalty: 3278.577881
	Iteration 38Q: 3 clusters Score -2816147 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7091 members 
Mstep: Class 2 contains 16960 members 
Entering Unmasked Estep 
Score: -2816250.750000 Penalty: 3278.577881
	Iteration 39Q: 3 clusters Score -2816251 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6776 members 
Mstep: Class 2 contains 17275 members 
Entering Unmasked Estep 
Score: -2816334.000000 Penalty: 3278.577881
	Iteration 40F: 3 clusters Score -2816334 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6481 members 
Mstep: Class 2 contains 17570 members 
Entering Unmasked Estep 
Score: -2816430.500000 Penalty: 3278.577881
	Iteration 41Q: 3 clusters Score -2816430 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6161 members 
Mstep: Class 2 contains 17890 members 
Entering Unmasked Estep 
Score: -2816516.500000 Penalty: 3278.577881
	Iteration 42Q: 3 clusters Score -2816516 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5829 members 
Mstep: Class 2 contains 18222 members 
Entering Unmasked Estep 
Score: -2816614.500000 Penalty: 3278.577881
	Iteration 43Q: 3 clusters Score -2816614 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5511 members 
Mstep: Class 2 contains 18540 members 
Entering Unmasked Estep 
Score: -2816712.500000 Penalty: 3278.577881
	Iteration 44Q: 3 clusters Score -2816712 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 18869 members 
Entering Unmasked Estep 
Score: -2816814.500000 Penalty: 3278.577881
	Iteration 45Q: 3 clusters Score -2816814 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 19177 members 
Entering Unmasked Estep 
Score: -2816905.250000 Penalty: 3278.577881
	Iteration 46Q: 3 clusters Score -2816905 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 19470 members 
Entering Unmasked Estep 
Score: -2816985.250000 Penalty: 3278.577881
	Iteration 47Q: 3 clusters Score -2816985 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 19767 members 
Entering Unmasked Estep 
Score: -2817078.750000 Penalty: 3278.577881
	Iteration 48Q: 3 clusters Score -2817079 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 20043 members 
Entering Unmasked Estep 
Score: -2817183.000000 Penalty: 3278.577881
	Iteration 49Q: 3 clusters Score -2817183 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 20299 members 
Entering Unmasked Estep 
Score: -2817269.500000 Penalty: 3278.577881
	Iteration 50Q: 3 clusters Score -2817270 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 20540 members 
Entering Unmasked Estep 
Score: -2817365.000000 Penalty: 3278.577881
	Iteration 51Q: 3 clusters Score -2817365 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 20803 members 
Entering Unmasked Estep 
Score: -2817455.750000 Penalty: 3278.577881
	Iteration 52Q: 3 clusters Score -2817456 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 21038 members 
Entering Unmasked Estep 
Score: -2817534.250000 Penalty: 3278.577881
	Iteration 53Q: 3 clusters Score -2817534 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 21262 members 
Entering Unmasked Estep 
Score: -2817601.500000 Penalty: 3278.577881
	Iteration 54Q: 3 clusters Score -2817602 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 21462 members 
Entering Unmasked Estep 
Score: -2817669.750000 Penalty: 3278.577881
	Iteration 55Q: 3 clusters Score -2817670 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 21646 members 
Entering Unmasked Estep 
Score: -2817732.750000 Penalty: 3278.577881
	Iteration 56Q: 3 clusters Score -2817733 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 21814 members 
Entering Unmasked Estep 
Score: -2817804.750000 Penalty: 3278.577881
	Iteration 57Q: 3 clusters Score -2817805 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 21979 members 
Entering Unmasked Estep 
Score: -2817870.000000 Penalty: 3278.577881
	Iteration 58Q: 3 clusters Score -2817870 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 22153 members 
Entering Unmasked Estep 
Score: -2817940.500000 Penalty: 3278.577881
	Iteration 59Q: 3 clusters Score -2817940 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 22301 members 
Entering Unmasked Estep 
Score: -2817990.250000 Penalty: 3278.577881
	Iteration 60F: 3 clusters Score -2817990 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 22415 members 
Entering Unmasked Estep 
Score: -2818039.250000 Penalty: 3278.577881
	Iteration 61Q: 3 clusters Score -2818039 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 22525 members 
Entering Unmasked Estep 
Score: -2818081.250000 Penalty: 3278.577881
	Iteration 62Q: 3 clusters Score -2818081 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 22624 members 
Entering Unmasked Estep 
Score: -2818113.000000 Penalty: 3278.577881
	Iteration 63Q: 3 clusters Score -2818113 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 22705 members 
Entering Unmasked Estep 
Score: -2818137.500000 Penalty: 3278.577881
	Iteration 64Q: 3 clusters Score -2818138 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 22779 members 
Entering Unmasked Estep 
Score: -2818177.000000 Penalty: 3278.577881
	Iteration 65Q: 3 clusters Score -2818177 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 22832 members 
Entering Unmasked Estep 
Score: -2818199.250000 Penalty: 3278.577881
	Iteration 66Q: 3 clusters Score -2818199 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 22880 members 
Entering Unmasked Estep 
Score: -2818199.250000 Penalty: 3278.577881
	Iteration 67Q: 3 clusters Score -2818199 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 22921 members 
Entering Unmasked Estep 
Score: -2818213.000000 Penalty: 3278.577881
	Iteration 68Q: 3 clusters Score -2818213 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 22954 members 
Entering Unmasked Estep 
Score: -2818218.750000 Penalty: 3278.577881
	Iteration 69Q: 3 clusters Score -2818219 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 22982 members 
Entering Unmasked Estep 
Score: -2818223.250000 Penalty: 3278.577881
	Iteration 70Q: 3 clusters Score -2818223 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 23004 members 
Entering Unmasked Estep 
Score: -2818231.500000 Penalty: 3278.577881
	Iteration 71Q: 3 clusters Score -2818232 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 23021 members 
Entering Unmasked Estep 
Score: -2818236.750000 Penalty: 3278.577881
	Iteration 72Q: 3 clusters Score -2818237 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 23026 members 
Entering Unmasked Estep 
Score: -2818238.000000 Penalty: 3278.577881
	Iteration 73Q: 3 clusters Score -2818238 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 23036 members 
Entering Unmasked Estep 
Score: -2818238.250000 Penalty: 3278.577881
	Iteration 74Q: 3 clusters Score -2818238 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 23043 members 
Entering Unmasked Estep 
Score: -2818241.500000 Penalty: 3278.577881
	Iteration 75Q: 3 clusters Score -2818242 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 23046 members 
Entering Unmasked Estep 
Score: -2818238.750000 Penalty: 3278.577881
	Iteration 76Q: 3 clusters Score -2818239 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 23047 members 
Entering Unmasked Estep 
Score: -2818237.000000 Penalty: 3278.577881
	Iteration 77Q: 3 clusters Score -2818237 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 23048 members 
Entering Unmasked Estep 
Score: -2818238.500000 Penalty: 3278.577881
	Iteration 78Q: 3 clusters Score -2818238 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 23048 members 
Entering Unmasked Estep 
Score: -2818238.500000 Penalty: 3278.577881
	Iteration 79F: 3 clusters Score -2818238 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (49617 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49617 members 
Entering Unmasked Estep 
Score: -6258918.000000 Penalty: 1756.964478
	Iteration 0F: 2 clusters Score -6258918 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24811 members 
Mstep: Class 2 contains 24806 members 
Entering Unmasked Estep 
Score: -6225460.500000 Penalty: 3513.928955
	Iteration 0F: 3 clusters Score -6225460 nChanged 23367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25028 members 
Mstep: Class 2 contains 24589 members 
Entering Unmasked Estep 
Score: -6238380.500000 Penalty: 3513.928955
	Iteration 1F: 3 clusters Score -6238380 nChanged 2082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25256 members 
Mstep: Class 2 contains 24361 members 
Entering Unmasked Estep 
Score: -6239100.000000 Penalty: 3513.928955
	Iteration 2Q: 3 clusters Score -6239100 nChanged 2352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25630 members 
Mstep: Class 2 contains 23987 members 
Entering Unmasked Estep 
Score: -6240165.500000 Penalty: 3513.928955
	Iteration 3Q: 3 clusters Score -6240166 nChanged 2747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26231 members 
Mstep: Class 2 contains 23386 members 
Entering Unmasked Estep 
Score: -6241750.000000 Penalty: 3513.928955
	Iteration 4F: 3 clusters Score -6241750 nChanged 3253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27052 members 
Mstep: Class 2 contains 22565 members 
Entering Unmasked Estep 
Score: -6244235.500000 Penalty: 3513.928955
	Iteration 5F: 3 clusters Score -6244236 nChanged 3753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28079 members 
Mstep: Class 2 contains 21538 members 
Entering Unmasked Estep 
Score: -6247913.000000 Penalty: 3513.928955
	Iteration 6F: 3 clusters Score -6247913 nChanged 3891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29048 members 
Mstep: Class 2 contains 20569 members 
Entering Unmasked Estep 
Score: -6251945.500000 Penalty: 3513.928955
	Iteration 7F: 3 clusters Score -6251946 nChanged 3300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29840 members 
Mstep: Class 2 contains 19777 members 
Entering Unmasked Estep 
Score: -6254827.000000 Penalty: 3513.928955
	Iteration 8F: 3 clusters Score -6254827 nChanged 2163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30431 members 
Mstep: Class 2 contains 19186 members 
Entering Unmasked Estep 
Score: -6256146.000000 Penalty: 3513.928955
	Iteration 9Q: 3 clusters Score -6256146 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31017 members 
Mstep: Class 2 contains 18600 members 
Entering Unmasked Estep 
Score: -6256943.500000 Penalty: 3513.928955
	Iteration 10Q: 3 clusters Score -6256944 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31584 members 
Mstep: Class 2 contains 18033 members 
Entering Unmasked Estep 
Score: -6257529.000000 Penalty: 3513.928955
	Iteration 11Q: 3 clusters Score -6257529 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32179 members 
Mstep: Class 2 contains 17438 members 
Entering Unmasked Estep 
Score: -6257989.000000 Penalty: 3513.928955
	Iteration 12Q: 3 clusters Score -6257989 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32769 members 
Mstep: Class 2 contains 16848 members 
Entering Unmasked Estep 
Score: -6258448.500000 Penalty: 3513.928955
	Iteration 13Q: 3 clusters Score -6258448 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33261 members 
Mstep: Class 2 contains 16356 members 
Entering Unmasked Estep 
Score: -6258733.000000 Penalty: 3513.928955
	Iteration 14Q: 3 clusters Score -6258733 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33724 members 
Mstep: Class 2 contains 15893 members 
Entering Unmasked Estep 
Score: -6259062.500000 Penalty: 3513.928955
	Iteration 15Q: 3 clusters Score -6259062 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34182 members 
Mstep: Class 2 contains 15435 members 
Entering Unmasked Estep 
Score: -6259325.000000 Penalty: 3513.928955
	Iteration 16Q: 3 clusters Score -6259325 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34578 members 
Mstep: Class 2 contains 15039 members 
Entering Unmasked Estep 
Score: -6259455.500000 Penalty: 3513.928955
	Iteration 17Q: 3 clusters Score -6259456 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34932 members 
Mstep: Class 2 contains 14685 members 
Entering Unmasked Estep 
Score: -6259599.000000 Penalty: 3513.928955
	Iteration 18Q: 3 clusters Score -6259599 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35231 members 
Mstep: Class 2 contains 14386 members 
Entering Unmasked Estep 
Score: -6259694.500000 Penalty: 3513.928955
	Iteration 19Q: 3 clusters Score -6259694 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35522 members 
Mstep: Class 2 contains 14095 members 
Entering Unmasked Estep 
Score: -6259782.500000 Penalty: 3513.928955
	Iteration 20F: 3 clusters Score -6259782 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35800 members 
Mstep: Class 2 contains 13817 members 
Entering Unmasked Estep 
Score: -6259838.500000 Penalty: 3513.928955
	Iteration 21Q: 3 clusters Score -6259838 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36020 members 
Mstep: Class 2 contains 13597 members 
Entering Unmasked Estep 
Score: -6259904.500000 Penalty: 3513.928955
	Iteration 22Q: 3 clusters Score -6259904 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36206 members 
Mstep: Class 2 contains 13411 members 
Entering Unmasked Estep 
Score: -6259934.000000 Penalty: 3513.928955
	Iteration 23Q: 3 clusters Score -6259934 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36379 members 
Mstep: Class 2 contains 13238 members 
Entering Unmasked Estep 
Score: -6259989.000000 Penalty: 3513.928955
	Iteration 24Q: 3 clusters Score -6259989 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36522 members 
Mstep: Class 2 contains 13095 members 
Entering Unmasked Estep 
Score: -6259980.000000 Penalty: 3513.928955
	Iteration 25Q: 3 clusters Score -6259980 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36642 members 
Mstep: Class 2 contains 12975 members 
Entering Unmasked Estep 
Score: -6259978.000000 Penalty: 3513.928955
	Iteration 26Q: 3 clusters Score -6259978 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36760 members 
Mstep: Class 2 contains 12857 members 
Entering Unmasked Estep 
Score: -6259993.000000 Penalty: 3513.928955
	Iteration 27Q: 3 clusters Score -6259993 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36865 members 
Mstep: Class 2 contains 12752 members 
Entering Unmasked Estep 
Score: -6260015.500000 Penalty: 3513.928955
	Iteration 28Q: 3 clusters Score -6260016 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36959 members 
Mstep: Class 2 contains 12658 members 
Entering Unmasked Estep 
Score: -6260019.000000 Penalty: 3513.928955
	Iteration 29Q: 3 clusters Score -6260019 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37058 members 
Mstep: Class 2 contains 12559 members 
Entering Unmasked Estep 
Score: -6260018.000000 Penalty: 3513.928955
	Iteration 30Q: 3 clusters Score -6260018 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37144 members 
Mstep: Class 2 contains 12473 members 
Entering Unmasked Estep 
Score: -6260022.000000 Penalty: 3513.928955
	Iteration 31Q: 3 clusters Score -6260022 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37237 members 
Mstep: Class 2 contains 12380 members 
Entering Unmasked Estep 
Score: -6260022.500000 Penalty: 3513.928955
	Iteration 32Q: 3 clusters Score -6260022 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37327 members 
Mstep: Class 2 contains 12290 members 
Entering Unmasked Estep 
Score: -6260039.500000 Penalty: 3513.928955
	Iteration 33Q: 3 clusters Score -6260040 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37418 members 
Mstep: Class 2 contains 12199 members 
Entering Unmasked Estep 
Score: -6260056.500000 Penalty: 3513.928955
	Iteration 34Q: 3 clusters Score -6260056 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37519 members 
Mstep: Class 2 contains 12098 members 
Entering Unmasked Estep 
Score: -6260057.500000 Penalty: 3513.928955
	Iteration 35Q: 3 clusters Score -6260058 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37615 members 
Mstep: Class 2 contains 12002 members 
Entering Unmasked Estep 
Score: -6260055.000000 Penalty: 3513.928955
	Iteration 36Q: 3 clusters Score -6260055 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37709 members 
Mstep: Class 2 contains 11908 members 
Entering Unmasked Estep 
Score: -6260056.000000 Penalty: 3513.928955
	Iteration 37Q: 3 clusters Score -6260056 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37800 members 
Mstep: Class 2 contains 11817 members 
Entering Unmasked Estep 
Score: -6260068.500000 Penalty: 3513.928955
	Iteration 38Q: 3 clusters Score -6260068 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37883 members 
Mstep: Class 2 contains 11734 members 
Entering Unmasked Estep 
Score: -6260073.500000 Penalty: 3513.928955
	Iteration 39Q: 3 clusters Score -6260074 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37959 members 
Mstep: Class 2 contains 11658 members 
Entering Unmasked Estep 
Score: -6260071.000000 Penalty: 3513.928955
	Iteration 40F: 3 clusters Score -6260071 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38019 members 
Mstep: Class 2 contains 11598 members 
Entering Unmasked Estep 
Score: -6260080.500000 Penalty: 3513.928955
	Iteration 41Q: 3 clusters Score -6260080 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38083 members 
Mstep: Class 2 contains 11534 members 
Entering Unmasked Estep 
Score: -6260101.500000 Penalty: 3513.928955
	Iteration 42Q: 3 clusters Score -6260102 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38134 members 
Mstep: Class 2 contains 11483 members 
Entering Unmasked Estep 
Score: -6260093.500000 Penalty: 3513.928955
	Iteration 43Q: 3 clusters Score -6260094 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38179 members 
Mstep: Class 2 contains 11438 members 
Entering Unmasked Estep 
Score: -6260105.000000 Penalty: 3513.928955
	Iteration 44Q: 3 clusters Score -6260105 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38213 members 
Mstep: Class 2 contains 11404 members 
Entering Unmasked Estep 
Score: -6260107.500000 Penalty: 3513.928955
	Iteration 45Q: 3 clusters Score -6260108 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38251 members 
Mstep: Class 2 contains 11366 members 
Entering Unmasked Estep 
Score: -6260107.500000 Penalty: 3513.928955
	Iteration 46Q: 3 clusters Score -6260108 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38281 members 
Mstep: Class 2 contains 11336 members 
Entering Unmasked Estep 
Score: -6260113.500000 Penalty: 3513.928955
	Iteration 47Q: 3 clusters Score -6260114 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38317 members 
Mstep: Class 2 contains 11300 members 
Entering Unmasked Estep 
Score: -6260111.000000 Penalty: 3513.928955
	Iteration 48Q: 3 clusters Score -6260111 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38347 members 
Mstep: Class 2 contains 11270 members 
Entering Unmasked Estep 
Score: -6260110.000000 Penalty: 3513.928955
	Iteration 49Q: 3 clusters Score -6260110 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38367 members 
Mstep: Class 2 contains 11250 members 
Entering Unmasked Estep 
Score: -6260121.000000 Penalty: 3513.928955
	Iteration 50Q: 3 clusters Score -6260121 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38385 members 
Mstep: Class 2 contains 11232 members 
Entering Unmasked Estep 
Score: -6260122.000000 Penalty: 3513.928955
	Iteration 51Q: 3 clusters Score -6260122 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38396 members 
Mstep: Class 2 contains 11221 members 
Entering Unmasked Estep 
Score: -6260127.500000 Penalty: 3513.928955
	Iteration 52Q: 3 clusters Score -6260128 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38411 members 
Mstep: Class 2 contains 11206 members 
Entering Unmasked Estep 
Score: -6260120.000000 Penalty: 3513.928955
	Iteration 53Q: 3 clusters Score -6260120 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38425 members 
Mstep: Class 2 contains 11192 members 
Entering Unmasked Estep 
Score: -6260127.500000 Penalty: 3513.928955
	Iteration 54Q: 3 clusters Score -6260128 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38440 members 
Mstep: Class 2 contains 11177 members 
Entering Unmasked Estep 
Score: -6260121.000000 Penalty: 3513.928955
	Iteration 55Q: 3 clusters Score -6260121 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38460 members 
Mstep: Class 2 contains 11157 members 
Entering Unmasked Estep 
Score: -6260128.000000 Penalty: 3513.928955
	Iteration 56Q: 3 clusters Score -6260128 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38479 members 
Mstep: Class 2 contains 11138 members 
Entering Unmasked Estep 
Score: -6260131.500000 Penalty: 3513.928955
	Iteration 57Q: 3 clusters Score -6260132 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38492 members 
Mstep: Class 2 contains 11125 members 
Entering Unmasked Estep 
Score: -6260132.500000 Penalty: 3513.928955
	Iteration 58Q: 3 clusters Score -6260132 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38498 members 
Mstep: Class 2 contains 11119 members 
Entering Unmasked Estep 
Score: -6260128.000000 Penalty: 3513.928955
	Iteration 59Q: 3 clusters Score -6260128 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38501 members 
Mstep: Class 2 contains 11116 members 
Entering Unmasked Estep 
Score: -6260134.000000 Penalty: 3513.928955
	Iteration 60F: 3 clusters Score -6260134 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38502 members 
Mstep: Class 2 contains 11115 members 
Entering Unmasked Estep 
Score: -6260131.500000 Penalty: 3513.928955
	Iteration 61Q: 3 clusters Score -6260132 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38503 members 
Mstep: Class 2 contains 11114 members 
Entering Unmasked Estep 
Score: -6260130.000000 Penalty: 3513.928955
	Iteration 62Q: 3 clusters Score -6260130 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38503 members 
Mstep: Class 2 contains 11114 members 
Entering Unmasked Estep 
Score: -6260130.000000 Penalty: 3513.928955
	Iteration 63F: 3 clusters Score -6260130 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 8902 members 
Mstep: Class 3 contains 101018 members 
Mstep: Class 4 contains 10480 members 
Mstep: Class 5 contains 2261 members 
Mstep: Class 6 contains 34587 members 
Mstep: Class 7 contains 17070 members 
Mstep: Class 8 contains 8124 members 
Mstep: Class 9 contains 18381 members 
Mstep: Class 10 contains 26268 members 
Mstep: Class 11 contains 6265 members 
Mstep: Class 12 contains 3237 members 
Mstep: Class 13 contains 18372 members 
Mstep: Class 14 contains 38337 members 
Mstep: Class 15 contains 46033 members 
Mstep: Class 16 contains 3853 members 
Mstep: Class 17 contains 6411 members 
Mstep: Class 18 contains 47843 members 
Mstep: Class 19 contains 3133 members 
Mstep: Class 20 contains 2892 members 
Mstep: Class 21 contains 1101 members 
Mstep: Class 22 contains 3330 members 
Mstep: Class 23 contains 45693 members 
Mstep: Class 24 contains 13189 members 
Mstep: Class 25 contains 12658 members 
Mstep: Class 26 contains 2885 members 
Mstep: Class 27 contains 9456 members 
Mstep: Class 28 contains 2315 members 
Mstep: Class 29 contains 24051 members 
Mstep: Class 30 contains 38503 members 
Mstep: Class 31 contains 4429 members 
Mstep: Class 32 contains 23807 members 
Mstep: Class 33 contains 12514 members 
Mstep: Class 34 contains 6294 members 
Mstep: Class 35 contains 148210 members 
Mstep: Class 36 contains 2376 members 
Mstep: Class 37 contains 17478 members 
Mstep: Class 38 contains 8635 members 
Mstep: Class 39 contains 3373 members 
Mstep: Class 40 contains 14635 members 
Mstep: Class 41 contains 10609 members 
Mstep: Class 42 contains 11114 members 
Entering Unmasked Estep 
Score: -100298456.000000 Penalty: 92941.679688
Splitting cluster 30 changes total score from -100298224.000000 to -100298456.000000
So it's getting split into cluster 42.
Entering ConstructFrom: 
Trying to split cluster 31 (4429 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Entering Unmasked Estep 
Score: -535910.250000 Penalty: 1364.338501
	Iteration 0F: 2 clusters Score -535910.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -532244.437500 Penalty: 2728.677002
	Iteration 0F: 3 clusters Score -532244.4 nChanged 1816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -533247.500000 Penalty: 2728.677002
	Iteration 1F: 3 clusters Score -533247.5 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -533454.562500 Penalty: 2728.677002
	Iteration 2F: 3 clusters Score -533454.6 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -533576.187500 Penalty: 2728.677002
	Iteration 3F: 3 clusters Score -533576.2 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -533652.687500 Penalty: 2728.677002
	Iteration 4Q: 3 clusters Score -533652.7 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -533702.562500 Penalty: 2728.677002
	Iteration 5Q: 3 clusters Score -533702.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -533739.250000 Penalty: 2728.677002
	Iteration 6Q: 3 clusters Score -533739.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -533773.062500 Penalty: 2728.677002
	Iteration 7Q: 3 clusters Score -533773.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -533827.750000 Penalty: 2728.677002
	Iteration 8Q: 3 clusters Score -533827.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -533892.062500 Penalty: 2728.677002
	Iteration 9Q: 3 clusters Score -533892.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -533944.562500 Penalty: 2728.677002
	Iteration 10Q: 3 clusters Score -533944.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -533991.437500 Penalty: 2728.677002
	Iteration 11Q: 3 clusters Score -533991.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -534041.000000 Penalty: 2728.677002
	Iteration 12Q: 3 clusters Score -534041 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -534098.125000 Penalty: 2728.677002
	Iteration 13Q: 3 clusters Score -534098.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -534153.500000 Penalty: 2728.677002
	Iteration 14Q: 3 clusters Score -534153.5 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -534201.562500 Penalty: 2728.677002
	Iteration 15Q: 3 clusters Score -534201.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -534240.562500 Penalty: 2728.677002
	Iteration 16Q: 3 clusters Score -534240.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -534278.812500 Penalty: 2728.677002
	Iteration 17Q: 3 clusters Score -534278.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -534325.687500 Penalty: 2728.677002
	Iteration 18Q: 3 clusters Score -534325.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -534367.875000 Penalty: 2728.677002
	Iteration 19Q: 3 clusters Score -534367.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -534410.000000 Penalty: 2728.677002
	Iteration 20F: 3 clusters Score -534410 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -534447.312500 Penalty: 2728.677002
	Iteration 21Q: 3 clusters Score -534447.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -534474.500000 Penalty: 2728.677002
	Iteration 22Q: 3 clusters Score -534474.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -534507.812500 Penalty: 2728.677002
	Iteration 23Q: 3 clusters Score -534507.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -534539.750000 Penalty: 2728.677002
	Iteration 24Q: 3 clusters Score -534539.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -534578.187500 Penalty: 2728.677002
	Iteration 25Q: 3 clusters Score -534578.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -534616.125000 Penalty: 2728.677002
	Iteration 26Q: 3 clusters Score -534616.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -534640.687500 Penalty: 2728.677002
	Iteration 27Q: 3 clusters Score -534640.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -534664.500000 Penalty: 2728.677002
	Iteration 28Q: 3 clusters Score -534664.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -534691.500000 Penalty: 2728.677002
	Iteration 29Q: 3 clusters Score -534691.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -534718.687500 Penalty: 2728.677002
	Iteration 30Q: 3 clusters Score -534718.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -534739.125000 Penalty: 2728.677002
	Iteration 31Q: 3 clusters Score -534739.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -534756.000000 Penalty: 2728.677002
	Iteration 32Q: 3 clusters Score -534756 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -534775.625000 Penalty: 2728.677002
	Iteration 33Q: 3 clusters Score -534775.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -534803.000000 Penalty: 2728.677002
	Iteration 34Q: 3 clusters Score -534803 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -534830.937500 Penalty: 2728.677002
	Iteration 35Q: 3 clusters Score -534830.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -534861.500000 Penalty: 2728.677002
	Iteration 36Q: 3 clusters Score -534861.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -534895.312500 Penalty: 2728.677002
	Iteration 37Q: 3 clusters Score -534895.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -534929.187500 Penalty: 2728.677002
	Iteration 38Q: 3 clusters Score -534929.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -534972.000000 Penalty: 2728.677002
	Iteration 39Q: 3 clusters Score -534972 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -535007.125000 Penalty: 2728.677002
	Iteration 40F: 3 clusters Score -535007.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -535032.750000 Penalty: 2728.677002
	Iteration 41Q: 3 clusters Score -535032.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -535057.937500 Penalty: 2728.677002
	Iteration 42Q: 3 clusters Score -535057.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -535076.125000 Penalty: 2728.677002
	Iteration 43Q: 3 clusters Score -535076.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -535089.312500 Penalty: 2728.677002
	Iteration 44Q: 3 clusters Score -535089.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -535098.562500 Penalty: 2728.677002
	Iteration 45Q: 3 clusters Score -535098.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -535112.000000 Penalty: 2728.677002
	Iteration 46Q: 3 clusters Score -535112 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -535133.000000 Penalty: 2728.677002
	Iteration 47Q: 3 clusters Score -535133 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -535155.250000 Penalty: 2728.677002
	Iteration 48Q: 3 clusters Score -535155.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -535170.937500 Penalty: 2728.677002
	Iteration 49Q: 3 clusters Score -535170.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -535181.312500 Penalty: 2728.677002
	Iteration 50Q: 3 clusters Score -535181.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -535184.437500 Penalty: 2728.677002
	Iteration 51Q: 3 clusters Score -535184.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -535187.625000 Penalty: 2728.677002
	Iteration 52Q: 3 clusters Score -535187.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -535190.375000 Penalty: 2728.677002
	Iteration 53Q: 3 clusters Score -535190.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -535190.562500 Penalty: 2728.677002
	Iteration 54Q: 3 clusters Score -535190.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -535190.562500 Penalty: 2728.677002
	Iteration 55F: 3 clusters Score -535190.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (23807 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23807 members 
Entering Unmasked Estep 
Score: -3009217.750000 Penalty: 1637.631958
	Iteration 0F: 2 clusters Score -3009218 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11986 members 
Mstep: Class 2 contains 11821 members 
Entering Unmasked Estep 
Score: -2993035.750000 Penalty: 3275.263916
	Iteration 0F: 3 clusters Score -2993036 nChanged 10797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12657 members 
Mstep: Class 2 contains 11150 members 
Entering Unmasked Estep 
Score: -2999208.000000 Penalty: 3275.263916
	Iteration 1F: 3 clusters Score -2999208 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13031 members 
Mstep: Class 2 contains 10776 members 
Entering Unmasked Estep 
Score: -2999790.750000 Penalty: 3275.263916
	Iteration 2F: 3 clusters Score -2999791 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13523 members 
Mstep: Class 2 contains 10284 members 
Entering Unmasked Estep 
Score: -3000409.750000 Penalty: 3275.263916
	Iteration 3F: 3 clusters Score -3000410 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14072 members 
Mstep: Class 2 contains 9735 members 
Entering Unmasked Estep 
Score: -3000995.250000 Penalty: 3275.263916
	Iteration 4F: 3 clusters Score -3000995 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14684 members 
Mstep: Class 2 contains 9123 members 
Entering Unmasked Estep 
Score: -3001560.250000 Penalty: 3275.263916
	Iteration 5Q: 3 clusters Score -3001560 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15304 members 
Mstep: Class 2 contains 8503 members 
Entering Unmasked Estep 
Score: -3002158.250000 Penalty: 3275.263916
	Iteration 6Q: 3 clusters Score -3002158 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16022 members 
Mstep: Class 2 contains 7785 members 
Entering Unmasked Estep 
Score: -3002780.000000 Penalty: 3275.263916
	Iteration 7Q: 3 clusters Score -3002780 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16807 members 
Mstep: Class 2 contains 7000 members 
Entering Unmasked Estep 
Score: -3003399.500000 Penalty: 3275.263916
	Iteration 8Q: 3 clusters Score -3003400 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17650 members 
Mstep: Class 2 contains 6157 members 
Entering Unmasked Estep 
Score: -3004102.000000 Penalty: 3275.263916
	Iteration 9Q: 3 clusters Score -3004102 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18469 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
Score: -3004838.500000 Penalty: 3275.263916
	Iteration 10Q: 3 clusters Score -3004838 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19199 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -3005619.250000 Penalty: 3275.263916
	Iteration 11Q: 3 clusters Score -3005619 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19784 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -3006326.750000 Penalty: 3275.263916
	Iteration 12Q: 3 clusters Score -3006327 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20206 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -3006785.000000 Penalty: 3275.263916
	Iteration 13Q: 3 clusters Score -3006785 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20520 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -3007053.000000 Penalty: 3275.263916
	Iteration 14Q: 3 clusters Score -3007053 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20768 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -3007208.500000 Penalty: 3275.263916
	Iteration 15Q: 3 clusters Score -3007208 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20964 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -3007310.500000 Penalty: 3275.263916
	Iteration 16Q: 3 clusters Score -3007310 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21123 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -3007380.250000 Penalty: 3275.263916
	Iteration 17Q: 3 clusters Score -3007380 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21260 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -3007449.750000 Penalty: 3275.263916
	Iteration 18Q: 3 clusters Score -3007450 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21375 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -3007490.750000 Penalty: 3275.263916
	Iteration 19Q: 3 clusters Score -3007491 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21464 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -3007518.250000 Penalty: 3275.263916
	Iteration 20F: 3 clusters Score -3007518 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21562 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -3007556.000000 Penalty: 3275.263916
	Iteration 21Q: 3 clusters Score -3007556 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21634 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -3007587.750000 Penalty: 3275.263916
	Iteration 22Q: 3 clusters Score -3007588 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21706 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -3007607.000000 Penalty: 3275.263916
	Iteration 23Q: 3 clusters Score -3007607 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21769 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -3007623.750000 Penalty: 3275.263916
	Iteration 24Q: 3 clusters Score -3007624 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21827 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -3007648.000000 Penalty: 3275.263916
	Iteration 25Q: 3 clusters Score -3007648 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21883 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -3007664.250000 Penalty: 3275.263916
	Iteration 26Q: 3 clusters Score -3007664 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21939 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -3007676.500000 Penalty: 3275.263916
	Iteration 27Q: 3 clusters Score -3007676 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21984 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -3007691.250000 Penalty: 3275.263916
	Iteration 28Q: 3 clusters Score -3007691 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22025 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -3007711.500000 Penalty: 3275.263916
	Iteration 29Q: 3 clusters Score -3007712 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22078 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -3007724.750000 Penalty: 3275.263916
	Iteration 30Q: 3 clusters Score -3007725 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22125 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -3007737.000000 Penalty: 3275.263916
	Iteration 31Q: 3 clusters Score -3007737 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22173 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -3007755.500000 Penalty: 3275.263916
	Iteration 32Q: 3 clusters Score -3007756 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22214 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -3007768.500000 Penalty: 3275.263916
	Iteration 33Q: 3 clusters Score -3007768 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22255 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -3007779.000000 Penalty: 3275.263916
	Iteration 34Q: 3 clusters Score -3007779 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22289 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -3007787.000000 Penalty: 3275.263916
	Iteration 35Q: 3 clusters Score -3007787 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22326 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -3007796.000000 Penalty: 3275.263916
	Iteration 36Q: 3 clusters Score -3007796 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22366 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -3007805.250000 Penalty: 3275.263916
	Iteration 37Q: 3 clusters Score -3007805 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22394 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -3007815.500000 Penalty: 3275.263916
	Iteration 38Q: 3 clusters Score -3007816 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22418 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -3007822.750000 Penalty: 3275.263916
	Iteration 39Q: 3 clusters Score -3007823 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22440 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -3007830.250000 Penalty: 3275.263916
	Iteration 40F: 3 clusters Score -3007830 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22465 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -3007839.000000 Penalty: 3275.263916
	Iteration 41Q: 3 clusters Score -3007839 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22486 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -3007841.000000 Penalty: 3275.263916
	Iteration 42Q: 3 clusters Score -3007841 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22502 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -3007840.750000 Penalty: 3275.263916
	Iteration 43Q: 3 clusters Score -3007841 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22518 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -3007847.500000 Penalty: 3275.263916
	Iteration 44Q: 3 clusters Score -3007848 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22533 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -3007856.500000 Penalty: 3275.263916
	Iteration 45Q: 3 clusters Score -3007856 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22548 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -3007864.750000 Penalty: 3275.263916
	Iteration 46Q: 3 clusters Score -3007865 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22567 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -3007873.750000 Penalty: 3275.263916
	Iteration 47Q: 3 clusters Score -3007874 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22589 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -3007882.500000 Penalty: 3275.263916
	Iteration 48Q: 3 clusters Score -3007882 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22604 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -3007885.750000 Penalty: 3275.263916
	Iteration 49Q: 3 clusters Score -3007886 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22620 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -3007891.750000 Penalty: 3275.263916
	Iteration 50Q: 3 clusters Score -3007892 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22638 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -3007899.750000 Penalty: 3275.263916
	Iteration 51Q: 3 clusters Score -3007900 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22654 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -3007905.250000 Penalty: 3275.263916
	Iteration 52Q: 3 clusters Score -3007905 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22667 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -3007908.000000 Penalty: 3275.263916
	Iteration 53Q: 3 clusters Score -3007908 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22671 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -3007908.500000 Penalty: 3275.263916
	Iteration 54Q: 3 clusters Score -3007908 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22677 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -3007905.750000 Penalty: 3275.263916
	Iteration 55Q: 3 clusters Score -3007906 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22690 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -3007912.500000 Penalty: 3275.263916
	Iteration 56Q: 3 clusters Score -3007912 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22708 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -3007923.750000 Penalty: 3275.263916
	Iteration 57Q: 3 clusters Score -3007924 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22728 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -3007935.500000 Penalty: 3275.263916
	Iteration 58Q: 3 clusters Score -3007936 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22745 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -3007943.750000 Penalty: 3275.263916
	Iteration 59Q: 3 clusters Score -3007944 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22766 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -3007944.250000 Penalty: 3275.263916
	Iteration 60F: 3 clusters Score -3007944 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22782 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -3007955.500000 Penalty: 3275.263916
	Iteration 61Q: 3 clusters Score -3007956 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22799 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -3007964.750000 Penalty: 3275.263916
	Iteration 62Q: 3 clusters Score -3007965 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22808 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -3007966.750000 Penalty: 3275.263916
	Iteration 63Q: 3 clusters Score -3007967 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22818 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -3007972.750000 Penalty: 3275.263916
	Iteration 64Q: 3 clusters Score -3007973 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22832 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -3007978.750000 Penalty: 3275.263916
	Iteration 65Q: 3 clusters Score -3007979 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22839 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -3007981.500000 Penalty: 3275.263916
	Iteration 66Q: 3 clusters Score -3007982 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22850 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -3007986.250000 Penalty: 3275.263916
	Iteration 67Q: 3 clusters Score -3007986 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22862 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -3007992.750000 Penalty: 3275.263916
	Iteration 68Q: 3 clusters Score -3007993 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22875 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -3007997.750000 Penalty: 3275.263916
	Iteration 69Q: 3 clusters Score -3007998 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22888 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -3008002.750000 Penalty: 3275.263916
	Iteration 70Q: 3 clusters Score -3008003 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22903 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -3008013.500000 Penalty: 3275.263916
	Iteration 71Q: 3 clusters Score -3008014 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22917 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -3008019.250000 Penalty: 3275.263916
	Iteration 72Q: 3 clusters Score -3008019 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22926 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -3008025.000000 Penalty: 3275.263916
	Iteration 73Q: 3 clusters Score -3008025 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22934 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -3008022.000000 Penalty: 3275.263916
	Iteration 74Q: 3 clusters Score -3008022 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22942 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -3008022.000000 Penalty: 3275.263916
	Iteration 75Q: 3 clusters Score -3008022 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22943 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -3008025.750000 Penalty: 3275.263916
	Iteration 76Q: 3 clusters Score -3008026 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22945 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -3008029.500000 Penalty: 3275.263916
	Iteration 77Q: 3 clusters Score -3008030 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22948 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -3008032.750000 Penalty: 3275.263916
	Iteration 78Q: 3 clusters Score -3008033 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22953 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -3008036.250000 Penalty: 3275.263916
	Iteration 79Q: 3 clusters Score -3008036 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22959 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -3008038.750000 Penalty: 3275.263916
	Iteration 80F: 3 clusters Score -3008039 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22963 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -3008040.500000 Penalty: 3275.263916
	Iteration 81Q: 3 clusters Score -3008040 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22967 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -3008046.000000 Penalty: 3275.263916
	Iteration 82Q: 3 clusters Score -3008046 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22971 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -3008043.500000 Penalty: 3275.263916
	Iteration 83Q: 3 clusters Score -3008044 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22975 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -3008042.750000 Penalty: 3275.263916
	Iteration 84Q: 3 clusters Score -3008043 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22975 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -3008042.750000 Penalty: 3275.263916
	Iteration 85F: 3 clusters Score -3008043 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (12514 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12514 members 
Entering Unmasked Estep 
Score: -1397845.875000 Penalty: 1533.123047
	Iteration 0F: 2 clusters Score -1397846 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6335 members 
Mstep: Class 2 contains 6179 members 
Entering Unmasked Estep 
Score: -1389246.750000 Penalty: 3066.246094
	Iteration 0F: 3 clusters Score -1389247 nChanged 5468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6803 members 
Mstep: Class 2 contains 5711 members 
Entering Unmasked Estep 
Score: -1393001.250000 Penalty: 3066.246094
	Iteration 1F: 3 clusters Score -1393001 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7033 members 
Mstep: Class 2 contains 5481 members 
Entering Unmasked Estep 
Score: -1394032.625000 Penalty: 3066.246094
	Iteration 2F: 3 clusters Score -1394033 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7284 members 
Mstep: Class 2 contains 5230 members 
Entering Unmasked Estep 
Score: -1394805.875000 Penalty: 3066.246094
	Iteration 3F: 3 clusters Score -1394806 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7519 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -1395245.875000 Penalty: 3066.246094
	Iteration 4F: 3 clusters Score -1395246 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7713 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -1395516.125000 Penalty: 3066.246094
	Iteration 5Q: 3 clusters Score -1395516 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7914 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -1395699.625000 Penalty: 3066.246094
	Iteration 6Q: 3 clusters Score -1395700 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8126 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -1395837.750000 Penalty: 3066.246094
	Iteration 7Q: 3 clusters Score -1395838 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8338 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -1395951.625000 Penalty: 3066.246094
	Iteration 8Q: 3 clusters Score -1395952 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8525 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -1396048.500000 Penalty: 3066.246094
	Iteration 9Q: 3 clusters Score -1396048 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8728 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -1396136.125000 Penalty: 3066.246094
	Iteration 10Q: 3 clusters Score -1396136 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8911 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -1396213.625000 Penalty: 3066.246094
	Iteration 11Q: 3 clusters Score -1396214 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9074 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -1396280.875000 Penalty: 3066.246094
	Iteration 12Q: 3 clusters Score -1396281 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9221 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -1396341.250000 Penalty: 3066.246094
	Iteration 13Q: 3 clusters Score -1396341 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9377 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -1396411.250000 Penalty: 3066.246094
	Iteration 14Q: 3 clusters Score -1396411 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9539 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -1396476.750000 Penalty: 3066.246094
	Iteration 15Q: 3 clusters Score -1396477 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9678 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -1396529.875000 Penalty: 3066.246094
	Iteration 16Q: 3 clusters Score -1396530 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9796 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -1396570.750000 Penalty: 3066.246094
	Iteration 17Q: 3 clusters Score -1396571 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9905 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -1396614.125000 Penalty: 3066.246094
	Iteration 18Q: 3 clusters Score -1396614 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10012 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -1396649.250000 Penalty: 3066.246094
	Iteration 19Q: 3 clusters Score -1396649 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10101 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -1396670.625000 Penalty: 3066.246094
	Iteration 20F: 3 clusters Score -1396671 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10170 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -1396688.750000 Penalty: 3066.246094
	Iteration 21Q: 3 clusters Score -1396689 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10224 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -1396702.625000 Penalty: 3066.246094
	Iteration 22Q: 3 clusters Score -1396703 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10276 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -1396716.750000 Penalty: 3066.246094
	Iteration 23Q: 3 clusters Score -1396717 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10330 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -1396729.125000 Penalty: 3066.246094
	Iteration 24Q: 3 clusters Score -1396729 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10394 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -1396751.625000 Penalty: 3066.246094
	Iteration 25Q: 3 clusters Score -1396752 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10439 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -1396766.625000 Penalty: 3066.246094
	Iteration 26Q: 3 clusters Score -1396767 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10482 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -1396780.625000 Penalty: 3066.246094
	Iteration 27Q: 3 clusters Score -1396781 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10516 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -1396791.375000 Penalty: 3066.246094
	Iteration 28Q: 3 clusters Score -1396791 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10546 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -1396803.875000 Penalty: 3066.246094
	Iteration 29Q: 3 clusters Score -1396804 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10577 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -1396810.375000 Penalty: 3066.246094
	Iteration 30Q: 3 clusters Score -1396810 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10605 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -1396819.250000 Penalty: 3066.246094
	Iteration 31Q: 3 clusters Score -1396819 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10625 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -1396824.000000 Penalty: 3066.246094
	Iteration 32Q: 3 clusters Score -1396824 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10650 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -1396833.500000 Penalty: 3066.246094
	Iteration 33Q: 3 clusters Score -1396834 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10678 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -1396843.000000 Penalty: 3066.246094
	Iteration 34Q: 3 clusters Score -1396843 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10707 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -1396849.750000 Penalty: 3066.246094
	Iteration 35Q: 3 clusters Score -1396850 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10730 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -1396855.125000 Penalty: 3066.246094
	Iteration 36Q: 3 clusters Score -1396855 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10754 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -1396868.250000 Penalty: 3066.246094
	Iteration 37Q: 3 clusters Score -1396868 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10778 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -1396871.750000 Penalty: 3066.246094
	Iteration 38Q: 3 clusters Score -1396872 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10799 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -1396879.625000 Penalty: 3066.246094
	Iteration 39Q: 3 clusters Score -1396880 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10819 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -1396882.250000 Penalty: 3066.246094
	Iteration 40F: 3 clusters Score -1396882 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10852 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -1396895.125000 Penalty: 3066.246094
	Iteration 41Q: 3 clusters Score -1396895 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10876 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -1396903.750000 Penalty: 3066.246094
	Iteration 42Q: 3 clusters Score -1396904 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10902 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -1396909.000000 Penalty: 3066.246094
	Iteration 43Q: 3 clusters Score -1396909 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10930 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -1396920.625000 Penalty: 3066.246094
	Iteration 44Q: 3 clusters Score -1396921 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10956 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -1396935.375000 Penalty: 3066.246094
	Iteration 45Q: 3 clusters Score -1396935 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10981 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -1396952.750000 Penalty: 3066.246094
	Iteration 46Q: 3 clusters Score -1396953 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11006 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -1396970.625000 Penalty: 3066.246094
	Iteration 47Q: 3 clusters Score -1396971 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11033 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -1396977.875000 Penalty: 3066.246094
	Iteration 48Q: 3 clusters Score -1396978 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11061 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -1396992.000000 Penalty: 3066.246094
	Iteration 49Q: 3 clusters Score -1396992 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11085 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -1396998.750000 Penalty: 3066.246094
	Iteration 50Q: 3 clusters Score -1396999 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11098 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -1397004.750000 Penalty: 3066.246094
	Iteration 51Q: 3 clusters Score -1397005 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11111 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -1397010.500000 Penalty: 3066.246094
	Iteration 52Q: 3 clusters Score -1397010 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11126 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -1397014.500000 Penalty: 3066.246094
	Iteration 53Q: 3 clusters Score -1397014 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11136 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -1397018.375000 Penalty: 3066.246094
	Iteration 54Q: 3 clusters Score -1397018 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11138 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -1397017.875000 Penalty: 3066.246094
	Iteration 55Q: 3 clusters Score -1397018 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11139 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -1397017.875000 Penalty: 3066.246094
	Iteration 56Q: 3 clusters Score -1397018 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11139 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -1397018.375000 Penalty: 3066.246094
	Iteration 57Q: 3 clusters Score -1397018 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11138 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -1397018.250000 Penalty: 3066.246094
	Iteration 58Q: 3 clusters Score -1397018 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11138 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -1397018.250000 Penalty: 3066.246094
	Iteration 59F: 3 clusters Score -1397018 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (6294 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6294 members 
Entering Unmasked Estep 
Score: -794344.937500 Penalty: 1421.444702
	Iteration 0F: 2 clusters Score -794344.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -789526.750000 Penalty: 2842.889404
	Iteration 0F: 3 clusters Score -789526.8 nChanged 2561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -790981.875000 Penalty: 2842.889404
	Iteration 1F: 3 clusters Score -790981.9 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -791247.375000 Penalty: 2842.889404
	Iteration 2F: 3 clusters Score -791247.4 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -791460.187500 Penalty: 2842.889404
	Iteration 3F: 3 clusters Score -791460.2 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -791665.625000 Penalty: 2842.889404
	Iteration 4F: 3 clusters Score -791665.6 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -791887.000000 Penalty: 2842.889404
	Iteration 5F: 3 clusters Score -791887 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -792114.562500 Penalty: 2842.889404
	Iteration 6F: 3 clusters Score -792114.6 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -792388.875000 Penalty: 2842.889404
	Iteration 7Q: 3 clusters Score -792388.9 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -792667.125000 Penalty: 2842.889404
	Iteration 8F: 3 clusters Score -792667.1 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -792880.875000 Penalty: 2842.889404
	Iteration 9Q: 3 clusters Score -792880.9 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -793039.812500 Penalty: 2842.889404
	Iteration 10Q: 3 clusters Score -793039.8 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -793139.062500 Penalty: 2842.889404
	Iteration 11Q: 3 clusters Score -793139.1 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -793231.687500 Penalty: 2842.889404
	Iteration 12Q: 3 clusters Score -793231.7 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -793358.687500 Penalty: 2842.889404
	Iteration 13Q: 3 clusters Score -793358.7 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -793525.937500 Penalty: 2842.889404
	Iteration 14Q: 3 clusters Score -793525.9 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -793745.875000 Penalty: 2842.889404
	Iteration 15Q: 3 clusters Score -793745.9 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -794009.875000 Penalty: 2842.889404
	Iteration 16Q: 3 clusters Score -794009.9 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -794211.437500 Penalty: 2842.889404
	Iteration 17Q: 3 clusters Score -794211.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -794287.375000 Penalty: 2842.889404
	Iteration 18Q: 3 clusters Score -794287.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -794330.812500 Penalty: 2842.889404
	Iteration 19Q: 3 clusters Score -794330.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -794358.500000 Penalty: 2842.889404
	Iteration 20F: 3 clusters Score -794358.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -794372.687500 Penalty: 2842.889404
	Iteration 21Q: 3 clusters Score -794372.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -794381.687500 Penalty: 2842.889404
	Iteration 22Q: 3 clusters Score -794381.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -794388.062500 Penalty: 2842.889404
	Iteration 23Q: 3 clusters Score -794388.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -794391.937500 Penalty: 2842.889404
	Iteration 24Q: 3 clusters Score -794391.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -794394.375000 Penalty: 2842.889404
	Iteration 25Q: 3 clusters Score -794394.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -794393.875000 Penalty: 2842.889404
	Iteration 26Q: 3 clusters Score -794393.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -794393.812500 Penalty: 2842.889404
	Iteration 27Q: 3 clusters Score -794393.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -794393.812500 Penalty: 2842.889404
	Iteration 28F: 3 clusters Score -794393.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 8902 members 
Mstep: Class 3 contains 101018 members 
Mstep: Class 4 contains 10480 members 
Mstep: Class 5 contains 2261 members 
Mstep: Class 6 contains 34587 members 
Mstep: Class 7 contains 17070 members 
Mstep: Class 8 contains 8124 members 
Mstep: Class 9 contains 18381 members 
Mstep: Class 10 contains 26268 members 
Mstep: Class 11 contains 6265 members 
Mstep: Class 12 contains 3237 members 
Mstep: Class 13 contains 18372 members 
Mstep: Class 14 contains 38337 members 
Mstep: Class 15 contains 46033 members 
Mstep: Class 16 contains 3853 members 
Mstep: Class 17 contains 6411 members 
Mstep: Class 18 contains 47843 members 
Mstep: Class 19 contains 3133 members 
Mstep: Class 20 contains 2892 members 
Mstep: Class 21 contains 1101 members 
Mstep: Class 22 contains 3330 members 
Mstep: Class 23 contains 45693 members 
Mstep: Class 24 contains 13189 members 
Mstep: Class 25 contains 12658 members 
Mstep: Class 26 contains 2885 members 
Mstep: Class 27 contains 9456 members 
Mstep: Class 28 contains 2315 members 
Mstep: Class 29 contains 24051 members 
Mstep: Class 30 contains 38503 members 
Mstep: Class 31 contains 4429 members 
Mstep: Class 32 contains 23807 members 
Mstep: Class 33 contains 12514 members 
Mstep: Class 34 contains 4081 members 
Mstep: Class 35 contains 148210 members 
Mstep: Class 36 contains 2376 members 
Mstep: Class 37 contains 17478 members 
Mstep: Class 38 contains 8635 members 
Mstep: Class 39 contains 3373 members 
Mstep: Class 40 contains 14635 members 
Mstep: Class 41 contains 10609 members 
Mstep: Class 42 contains 11114 members 
Mstep: Class 43 contains 2213 members 
Entering Unmasked Estep 
Score: -100297704.000000 Penalty: 95154.578125
Splitting cluster 34 changes total score from -100298224.000000 to -100297704.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 35 (148210 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148210 members 
Entering Unmasked Estep 
Score: -19047646.000000 Penalty: 1934.787598
	Iteration 0F: 2 clusters Score -1.904765e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73768 members 
Mstep: Class 2 contains 74442 members 
Entering Unmasked Estep 
Score: -18967098.000000 Penalty: 3869.575195
	Iteration 0F: 3 clusters Score -1.89671e+07 nChanged 71609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66965 members 
Mstep: Class 2 contains 81245 members 
Entering Unmasked Estep 
Score: -19009580.000000 Penalty: 3869.575195
	Iteration 1F: 3 clusters Score -1.900958e+07 nChanged 6489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62686 members 
Mstep: Class 2 contains 85524 members 
Entering Unmasked Estep 
Score: -19011652.000000 Penalty: 3869.575195
	Iteration 2Q: 3 clusters Score -1.901165e+07 nChanged 8385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56521 members 
Mstep: Class 2 contains 91689 members 
Entering Unmasked Estep 
Score: -19015392.000000 Penalty: 3869.575195
	Iteration 3F: 3 clusters Score -1.901539e+07 nChanged 10148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48577 members 
Mstep: Class 2 contains 99633 members 
Entering Unmasked Estep 
Score: -19020688.000000 Penalty: 3869.575195
	Iteration 4F: 3 clusters Score -1.902069e+07 nChanged 10734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39847 members 
Mstep: Class 2 contains 108363 members 
Entering Unmasked Estep 
Score: -19027510.000000 Penalty: 3869.575195
	Iteration 5F: 3 clusters Score -1.902751e+07 nChanged 9698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31997 members 
Mstep: Class 2 contains 116213 members 
Entering Unmasked Estep 
Score: -19034594.000000 Penalty: 3869.575195
	Iteration 6F: 3 clusters Score -1.903459e+07 nChanged 7575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26368 members 
Mstep: Class 2 contains 121842 members 
Entering Unmasked Estep 
Score: -19040006.000000 Penalty: 3869.575195
	Iteration 7F: 3 clusters Score -1.904001e+07 nChanged 5342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23202 members 
Mstep: Class 2 contains 125008 members 
Entering Unmasked Estep 
Score: -19043362.000000 Penalty: 3869.575195
	Iteration 8Q: 3 clusters Score -1.904336e+07 nChanged 3899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21461 members 
Mstep: Class 2 contains 126749 members 
Entering Unmasked Estep 
Score: -19045100.000000 Penalty: 3869.575195
	Iteration 9Q: 3 clusters Score -1.90451e+07 nChanged 2397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20172 members 
Mstep: Class 2 contains 128038 members 
Entering Unmasked Estep 
Score: -19045786.000000 Penalty: 3869.575195
	Iteration 10Q: 3 clusters Score -1.904579e+07 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18975 members 
Mstep: Class 2 contains 129235 members 
Entering Unmasked Estep 
Score: -19046148.000000 Penalty: 3869.575195
	Iteration 11Q: 3 clusters Score -1.904615e+07 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17900 members 
Mstep: Class 2 contains 130310 members 
Entering Unmasked Estep 
Score: -19046428.000000 Penalty: 3869.575195
	Iteration 12Q: 3 clusters Score -1.904643e+07 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16910 members 
Mstep: Class 2 contains 131300 members 
Entering Unmasked Estep 
Score: -19046602.000000 Penalty: 3869.575195
	Iteration 13Q: 3 clusters Score -1.90466e+07 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15959 members 
Mstep: Class 2 contains 132251 members 
Entering Unmasked Estep 
Score: -19046892.000000 Penalty: 3869.575195
	Iteration 14Q: 3 clusters Score -1.904689e+07 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15076 members 
Mstep: Class 2 contains 133134 members 
Entering Unmasked Estep 
Score: -19047184.000000 Penalty: 3869.575195
	Iteration 15Q: 3 clusters Score -1.904718e+07 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14245 members 
Mstep: Class 2 contains 133965 members 
Entering Unmasked Estep 
Score: -19047380.000000 Penalty: 3869.575195
	Iteration 16Q: 3 clusters Score -1.904738e+07 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13479 members 
Mstep: Class 2 contains 134731 members 
Entering Unmasked Estep 
Score: -19047660.000000 Penalty: 3869.575195
	Iteration 17Q: 3 clusters Score -1.904766e+07 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12701 members 
Mstep: Class 2 contains 135509 members 
Entering Unmasked Estep 
Score: -19047952.000000 Penalty: 3869.575195
	Iteration 18Q: 3 clusters Score -1.904795e+07 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11973 members 
Mstep: Class 2 contains 136237 members 
Entering Unmasked Estep 
Score: -19048142.000000 Penalty: 3869.575195
	Iteration 19Q: 3 clusters Score -1.904814e+07 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11271 members 
Mstep: Class 2 contains 136939 members 
Entering Unmasked Estep 
Score: -19048522.000000 Penalty: 3869.575195
	Iteration 20F: 3 clusters Score -1.904852e+07 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10591 members 
Mstep: Class 2 contains 137619 members 
Entering Unmasked Estep 
Score: -19048728.000000 Penalty: 3869.575195
	Iteration 21Q: 3 clusters Score -1.904873e+07 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10004 members 
Mstep: Class 2 contains 138206 members 
Entering Unmasked Estep 
Score: -19048884.000000 Penalty: 3869.575195
	Iteration 22Q: 3 clusters Score -1.904888e+07 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9463 members 
Mstep: Class 2 contains 138747 members 
Entering Unmasked Estep 
Score: -19049052.000000 Penalty: 3869.575195
	Iteration 23Q: 3 clusters Score -1.904905e+07 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8974 members 
Mstep: Class 2 contains 139236 members 
Entering Unmasked Estep 
Score: -19049130.000000 Penalty: 3869.575195
	Iteration 24Q: 3 clusters Score -1.904913e+07 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8530 members 
Mstep: Class 2 contains 139680 members 
Entering Unmasked Estep 
Score: -19049206.000000 Penalty: 3869.575195
	Iteration 25Q: 3 clusters Score -1.904921e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8091 members 
Mstep: Class 2 contains 140119 members 
Entering Unmasked Estep 
Score: -19049196.000000 Penalty: 3869.575195
	Iteration 26Q: 3 clusters Score -1.90492e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7708 members 
Mstep: Class 2 contains 140502 members 
Entering Unmasked Estep 
Score: -19049216.000000 Penalty: 3869.575195
	Iteration 27Q: 3 clusters Score -1.904922e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7376 members 
Mstep: Class 2 contains 140834 members 
Entering Unmasked Estep 
Score: -19049130.000000 Penalty: 3869.575195
	Iteration 28Q: 3 clusters Score -1.904913e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7077 members 
Mstep: Class 2 contains 141133 members 
Entering Unmasked Estep 
Score: -19049060.000000 Penalty: 3869.575195
	Iteration 29Q: 3 clusters Score -1.904906e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6823 members 
Mstep: Class 2 contains 141387 members 
Entering Unmasked Estep 
Score: -19049024.000000 Penalty: 3869.575195
	Iteration 30Q: 3 clusters Score -1.904902e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6598 members 
Mstep: Class 2 contains 141612 members 
Entering Unmasked Estep 
Score: -19048970.000000 Penalty: 3869.575195
	Iteration 31Q: 3 clusters Score -1.904897e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6393 members 
Mstep: Class 2 contains 141817 members 
Entering Unmasked Estep 
Score: -19048974.000000 Penalty: 3869.575195
	Iteration 32Q: 3 clusters Score -1.904897e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6205 members 
Mstep: Class 2 contains 142005 members 
Entering Unmasked Estep 
Score: -19048958.000000 Penalty: 3869.575195
	Iteration 33Q: 3 clusters Score -1.904896e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6029 members 
Mstep: Class 2 contains 142181 members 
Entering Unmasked Estep 
Score: -19048904.000000 Penalty: 3869.575195
	Iteration 34Q: 3 clusters Score -1.90489e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5879 members 
Mstep: Class 2 contains 142331 members 
Entering Unmasked Estep 
Score: -19048916.000000 Penalty: 3869.575195
	Iteration 35Q: 3 clusters Score -1.904892e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5731 members 
Mstep: Class 2 contains 142479 members 
Entering Unmasked Estep 
Score: -19048926.000000 Penalty: 3869.575195
	Iteration 36Q: 3 clusters Score -1.904893e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5579 members 
Mstep: Class 2 contains 142631 members 
Entering Unmasked Estep 
Score: -19048920.000000 Penalty: 3869.575195
	Iteration 37Q: 3 clusters Score -1.904892e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5431 members 
Mstep: Class 2 contains 142779 members 
Entering Unmasked Estep 
Score: -19048888.000000 Penalty: 3869.575195
	Iteration 38Q: 3 clusters Score -1.904889e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5315 members 
Mstep: Class 2 contains 142895 members 
Entering Unmasked Estep 
Score: -19048844.000000 Penalty: 3869.575195
	Iteration 39Q: 3 clusters Score -1.904884e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5224 members 
Mstep: Class 2 contains 142986 members 
Entering Unmasked Estep 
Score: -19048814.000000 Penalty: 3869.575195
	Iteration 40F: 3 clusters Score -1.904881e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 143063 members 
Entering Unmasked Estep 
Score: -19048796.000000 Penalty: 3869.575195
	Iteration 41Q: 3 clusters Score -1.90488e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 143116 members 
Entering Unmasked Estep 
Score: -19048772.000000 Penalty: 3869.575195
	Iteration 42Q: 3 clusters Score -1.904877e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 143161 members 
Entering Unmasked Estep 
Score: -19048754.000000 Penalty: 3869.575195
	Iteration 43Q: 3 clusters Score -1.904875e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 143205 members 
Entering Unmasked Estep 
Score: -19048752.000000 Penalty: 3869.575195
	Iteration 44Q: 3 clusters Score -1.904875e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 143246 members 
Entering Unmasked Estep 
Score: -19048760.000000 Penalty: 3869.575195
	Iteration 45Q: 3 clusters Score -1.904876e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 143278 members 
Entering Unmasked Estep 
Score: -19048736.000000 Penalty: 3869.575195
	Iteration 46Q: 3 clusters Score -1.904874e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 143310 members 
Entering Unmasked Estep 
Score: -19048712.000000 Penalty: 3869.575195
	Iteration 47Q: 3 clusters Score -1.904871e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 143344 members 
Entering Unmasked Estep 
Score: -19048702.000000 Penalty: 3869.575195
	Iteration 48Q: 3 clusters Score -1.90487e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 143377 members 
Entering Unmasked Estep 
Score: -19048652.000000 Penalty: 3869.575195
	Iteration 49Q: 3 clusters Score -1.904865e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 143413 members 
Entering Unmasked Estep 
Score: -19048662.000000 Penalty: 3869.575195
	Iteration 50Q: 3 clusters Score -1.904866e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 143451 members 
Entering Unmasked Estep 
Score: -19048654.000000 Penalty: 3869.575195
	Iteration 51Q: 3 clusters Score -1.904865e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 143492 members 
Entering Unmasked Estep 
Score: -19048660.000000 Penalty: 3869.575195
	Iteration 52Q: 3 clusters Score -1.904866e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 143544 members 
Entering Unmasked Estep 
Score: -19048632.000000 Penalty: 3869.575195
	Iteration 53Q: 3 clusters Score -1.904863e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 143588 members 
Entering Unmasked Estep 
Score: -19048608.000000 Penalty: 3869.575195
	Iteration 54Q: 3 clusters Score -1.904861e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 143625 members 
Entering Unmasked Estep 
Score: -19048586.000000 Penalty: 3869.575195
	Iteration 55Q: 3 clusters Score -1.904859e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 143661 members 
Entering Unmasked Estep 
Score: -19048590.000000 Penalty: 3869.575195
	Iteration 56Q: 3 clusters Score -1.904859e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 143693 members 
Entering Unmasked Estep 
Score: -19048576.000000 Penalty: 3869.575195
	Iteration 57Q: 3 clusters Score -1.904858e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 143721 members 
Entering Unmasked Estep 
Score: -19048590.000000 Penalty: 3869.575195
	Iteration 58Q: 3 clusters Score -1.904859e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 143746 members 
Entering Unmasked Estep 
Score: -19048568.000000 Penalty: 3869.575195
	Iteration 59Q: 3 clusters Score -1.904857e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 143769 members 
Entering Unmasked Estep 
Score: -19048546.000000 Penalty: 3869.575195
	Iteration 60F: 3 clusters Score -1.904855e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 143797 members 
Entering Unmasked Estep 
Score: -19048550.000000 Penalty: 3869.575195
	Iteration 61Q: 3 clusters Score -1.904855e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 143826 members 
Entering Unmasked Estep 
Score: -19048524.000000 Penalty: 3869.575195
	Iteration 62Q: 3 clusters Score -1.904852e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 143859 members 
Entering Unmasked Estep 
Score: -19048504.000000 Penalty: 3869.575195
	Iteration 63Q: 3 clusters Score -1.90485e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 143892 members 
Entering Unmasked Estep 
Score: -19048450.000000 Penalty: 3869.575195
	Iteration 64Q: 3 clusters Score -1.904845e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 143929 members 
Entering Unmasked Estep 
Score: -19048456.000000 Penalty: 3869.575195
	Iteration 65Q: 3 clusters Score -1.904846e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 143968 members 
Entering Unmasked Estep 
Score: -19048422.000000 Penalty: 3869.575195
	Iteration 66Q: 3 clusters Score -1.904842e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 144002 members 
Entering Unmasked Estep 
Score: -19048394.000000 Penalty: 3869.575195
	Iteration 67Q: 3 clusters Score -1.904839e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 144029 members 
Entering Unmasked Estep 
Score: -19048398.000000 Penalty: 3869.575195
	Iteration 68Q: 3 clusters Score -1.90484e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 144050 members 
Entering Unmasked Estep 
Score: -19048404.000000 Penalty: 3869.575195
	Iteration 69Q: 3 clusters Score -1.90484e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 144076 members 
Entering Unmasked Estep 
Score: -19048400.000000 Penalty: 3869.575195
	Iteration 70Q: 3 clusters Score -1.90484e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 144102 members 
Entering Unmasked Estep 
Score: -19048378.000000 Penalty: 3869.575195
	Iteration 71Q: 3 clusters Score -1.904838e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 144132 members 
Entering Unmasked Estep 
Score: -19048350.000000 Penalty: 3869.575195
	Iteration 72Q: 3 clusters Score -1.904835e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 144162 members 
Entering Unmasked Estep 
Score: -19048338.000000 Penalty: 3869.575195
	Iteration 73Q: 3 clusters Score -1.904834e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 144185 members 
Entering Unmasked Estep 
Score: -19048314.000000 Penalty: 3869.575195
	Iteration 74Q: 3 clusters Score -1.904831e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 144212 members 
Entering Unmasked Estep 
Score: -19048314.000000 Penalty: 3869.575195
	Iteration 75Q: 3 clusters Score -1.904831e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 144251 members 
Entering Unmasked Estep 
Score: -19048324.000000 Penalty: 3869.575195
	Iteration 76Q: 3 clusters Score -1.904832e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 144294 members 
Entering Unmasked Estep 
Score: -19048286.000000 Penalty: 3869.575195
	Iteration 77Q: 3 clusters Score -1.904829e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 144339 members 
Entering Unmasked Estep 
Score: -19048300.000000 Penalty: 3869.575195
	Iteration 78Q: 3 clusters Score -1.90483e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 144371 members 
Entering Unmasked Estep 
Score: -19048266.000000 Penalty: 3869.575195
	Iteration 79Q: 3 clusters Score -1.904827e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 144405 members 
Entering Unmasked Estep 
Score: -19048228.000000 Penalty: 3869.575195
	Iteration 80F: 3 clusters Score -1.904823e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 144434 members 
Entering Unmasked Estep 
Score: -19048220.000000 Penalty: 3869.575195
	Iteration 81Q: 3 clusters Score -1.904822e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 144452 members 
Entering Unmasked Estep 
Score: -19048194.000000 Penalty: 3869.575195
	Iteration 82Q: 3 clusters Score -1.904819e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 144469 members 
Entering Unmasked Estep 
Score: -19048196.000000 Penalty: 3869.575195
	Iteration 83Q: 3 clusters Score -1.90482e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 144484 members 
Entering Unmasked Estep 
Score: -19048212.000000 Penalty: 3869.575195
	Iteration 84Q: 3 clusters Score -1.904821e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 144497 members 
Entering Unmasked Estep 
Score: -19048212.000000 Penalty: 3869.575195
	Iteration 85Q: 3 clusters Score -1.904821e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 144509 members 
Entering Unmasked Estep 
Score: -19048216.000000 Penalty: 3869.575195
	Iteration 86Q: 3 clusters Score -1.904822e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 144523 members 
Entering Unmasked Estep 
Score: -19048210.000000 Penalty: 3869.575195
	Iteration 87Q: 3 clusters Score -1.904821e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 144531 members 
Entering Unmasked Estep 
Score: -19048208.000000 Penalty: 3869.575195
	Iteration 88Q: 3 clusters Score -1.904821e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 144538 members 
Entering Unmasked Estep 
Score: -19048212.000000 Penalty: 3869.575195
	Iteration 89Q: 3 clusters Score -1.904821e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 144550 members 
Entering Unmasked Estep 
Score: -19048210.000000 Penalty: 3869.575195
	Iteration 90Q: 3 clusters Score -1.904821e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 144565 members 
Entering Unmasked Estep 
Score: -19048200.000000 Penalty: 3869.575195
	Iteration 91Q: 3 clusters Score -1.90482e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 144584 members 
Entering Unmasked Estep 
Score: -19048172.000000 Penalty: 3869.575195
	Iteration 92Q: 3 clusters Score -1.904817e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 144595 members 
Entering Unmasked Estep 
Score: -19048138.000000 Penalty: 3869.575195
	Iteration 93Q: 3 clusters Score -1.904814e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 144605 members 
Entering Unmasked Estep 
Score: -19048148.000000 Penalty: 3869.575195
	Iteration 94Q: 3 clusters Score -1.904815e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 144615 members 
Entering Unmasked Estep 
Score: -19048148.000000 Penalty: 3869.575195
	Iteration 95Q: 3 clusters Score -1.904815e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 144626 members 
Entering Unmasked Estep 
Score: -19048168.000000 Penalty: 3869.575195
	Iteration 96Q: 3 clusters Score -1.904817e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 144634 members 
Entering Unmasked Estep 
Score: -19048160.000000 Penalty: 3869.575195
	Iteration 97Q: 3 clusters Score -1.904816e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 144641 members 
Entering Unmasked Estep 
Score: -19048132.000000 Penalty: 3869.575195
	Iteration 98Q: 3 clusters Score -1.904813e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 144647 members 
Entering Unmasked Estep 
Score: -19048130.000000 Penalty: 3869.575195
	Iteration 99Q: 3 clusters Score -1.904813e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 144652 members 
Entering Unmasked Estep 
Score: -19048142.000000 Penalty: 3869.575195
	Iteration 100F: 3 clusters Score -1.904814e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 144656 members 
Entering Unmasked Estep 
Score: -19048146.000000 Penalty: 3869.575195
	Iteration 101Q: 3 clusters Score -1.904815e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 144658 members 
Entering Unmasked Estep 
Score: -19048140.000000 Penalty: 3869.575195
	Iteration 102Q: 3 clusters Score -1.904814e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 144660 members 
Entering Unmasked Estep 
Score: -19048126.000000 Penalty: 3869.575195
	Iteration 103Q: 3 clusters Score -1.904813e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 144662 members 
Entering Unmasked Estep 
Score: -19048134.000000 Penalty: 3869.575195
	Iteration 104Q: 3 clusters Score -1.904813e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 144664 members 
Entering Unmasked Estep 
Score: -19048132.000000 Penalty: 3869.575195
	Iteration 105Q: 3 clusters Score -1.904813e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 144668 members 
Entering Unmasked Estep 
Score: -19048132.000000 Penalty: 3869.575195
	Iteration 106Q: 3 clusters Score -1.904813e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 144670 members 
Entering Unmasked Estep 
Score: -19048136.000000 Penalty: 3869.575195
	Iteration 107Q: 3 clusters Score -1.904814e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 144670 members 
Entering Unmasked Estep 
Score: -19048136.000000 Penalty: 3869.575195
	Iteration 108Q: 3 clusters Score -1.904814e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 144670 members 
Entering Unmasked Estep 
Score: -19048138.000000 Penalty: 3869.575195
	Iteration 109Q: 3 clusters Score -1.904814e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 144672 members 
Entering Unmasked Estep 
Score: -19048130.000000 Penalty: 3869.575195
	Iteration 110Q: 3 clusters Score -1.904813e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 144673 members 
Entering Unmasked Estep 
Score: -19048130.000000 Penalty: 3869.575195
	Iteration 111Q: 3 clusters Score -1.904813e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 144673 members 
Entering Unmasked Estep 
Score: -19048130.000000 Penalty: 3869.575195
	Iteration 112F: 3 clusters Score -1.904813e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 8902 members 
Mstep: Class 3 contains 101018 members 
Mstep: Class 4 contains 10480 members 
Mstep: Class 5 contains 2261 members 
Mstep: Class 6 contains 34587 members 
Mstep: Class 7 contains 17070 members 
Mstep: Class 8 contains 8124 members 
Mstep: Class 9 contains 18381 members 
Mstep: Class 10 contains 26268 members 
Mstep: Class 11 contains 6265 members 
Mstep: Class 12 contains 3237 members 
Mstep: Class 13 contains 18372 members 
Mstep: Class 14 contains 38337 members 
Mstep: Class 15 contains 46033 members 
Mstep: Class 16 contains 3853 members 
Mstep: Class 17 contains 6411 members 
Mstep: Class 18 contains 47843 members 
Mstep: Class 19 contains 3133 members 
Mstep: Class 20 contains 2892 members 
Mstep: Class 21 contains 1101 members 
Mstep: Class 22 contains 3330 members 
Mstep: Class 23 contains 45693 members 
Mstep: Class 24 contains 13189 members 
Mstep: Class 25 contains 12658 members 
Mstep: Class 26 contains 2885 members 
Mstep: Class 27 contains 9456 members 
Mstep: Class 28 contains 2315 members 
Mstep: Class 29 contains 24051 members 
Mstep: Class 30 contains 38503 members 
Mstep: Class 31 contains 4429 members 
Mstep: Class 32 contains 23807 members 
Mstep: Class 33 contains 12514 members 
Mstep: Class 34 contains 6294 members 
Mstep: Class 35 contains 3537 members 
Mstep: Class 36 contains 2376 members 
Mstep: Class 37 contains 17478 members 
Mstep: Class 38 contains 8635 members 
Mstep: Class 39 contains 3373 members 
Mstep: Class 40 contains 14635 members 
Mstep: Class 41 contains 10609 members 
Mstep: Class 42 contains 11114 members 
Mstep: Class 43 contains 144673 members 
Entering Unmasked Estep 
Score: -100298464.000000 Penalty: 95154.578125
Splitting cluster 35 changes total score from -100298224.000000 to -100298464.000000
So it's getting split into cluster 43.
Entering ConstructFrom: 
Trying to split cluster 36 (2376 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Entering Unmasked Estep 
Score: -273882.250000 Penalty: 1263.140747
	Iteration 0F: 2 clusters Score -273882.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -271678.375000 Penalty: 2526.281494
	Iteration 0F: 3 clusters Score -271678.4 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -272432.406250 Penalty: 2526.281494
	Iteration 1F: 3 clusters Score -272432.4 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -272739.875000 Penalty: 2526.281494
	Iteration 2F: 3 clusters Score -272739.9 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -273049.281250 Penalty: 2526.281494
	Iteration 3F: 3 clusters Score -273049.3 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -273300.906250 Penalty: 2526.281494
	Iteration 4F: 3 clusters Score -273300.9 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -273513.500000 Penalty: 2526.281494
	Iteration 5F: 3 clusters Score -273513.5 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -273643.687500 Penalty: 2526.281494
	Iteration 6Q: 3 clusters Score -273643.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -273738.593750 Penalty: 2526.281494
	Iteration 7Q: 3 clusters Score -273738.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -273785.156250 Penalty: 2526.281494
	Iteration 8Q: 3 clusters Score -273785.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -273810.625000 Penalty: 2526.281494
	Iteration 9Q: 3 clusters Score -273810.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -273831.687500 Penalty: 2526.281494
	Iteration 10Q: 3 clusters Score -273831.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -273858.156250 Penalty: 2526.281494
	Iteration 11Q: 3 clusters Score -273858.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -273892.968750 Penalty: 2526.281494
	Iteration 12Q: 3 clusters Score -273893 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -273915.375000 Penalty: 2526.281494
	Iteration 13Q: 3 clusters Score -273915.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -273941.500000 Penalty: 2526.281494
	Iteration 14Q: 3 clusters Score -273941.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -273967.812500 Penalty: 2526.281494
	Iteration 15Q: 3 clusters Score -273967.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -273990.750000 Penalty: 2526.281494
	Iteration 16Q: 3 clusters Score -273990.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -274002.218750 Penalty: 2526.281494
	Iteration 17Q: 3 clusters Score -274002.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -274009.812500 Penalty: 2526.281494
	Iteration 18Q: 3 clusters Score -274009.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -274014.718750 Penalty: 2526.281494
	Iteration 19Q: 3 clusters Score -274014.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -274024.875000 Penalty: 2526.281494
	Iteration 20F: 3 clusters Score -274024.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -274048.562500 Penalty: 2526.281494
	Iteration 21Q: 3 clusters Score -274048.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -274080.125000 Penalty: 2526.281494
	Iteration 22Q: 3 clusters Score -274080.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -274142.906250 Penalty: 2526.281494
	Iteration 23Q: 3 clusters Score -274142.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -274258.500000 Penalty: 2526.281494
	Iteration 24Q: 3 clusters Score -274258.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -274340.125000 Penalty: 2526.281494
	Iteration 25Q: 3 clusters Score -274340.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -274373.250000 Penalty: 2526.281494
	Iteration 26Q: 3 clusters Score -274373.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -274388.312500 Penalty: 2526.281494
	Iteration 27Q: 3 clusters Score -274388.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -274402.093750 Penalty: 2526.281494
	Iteration 28Q: 3 clusters Score -274402.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -274415.906250 Penalty: 2526.281494
	Iteration 29Q: 3 clusters Score -274415.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -274419.468750 Penalty: 2526.281494
	Iteration 30Q: 3 clusters Score -274419.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -274420.125000 Penalty: 2526.281494
	Iteration 31Q: 3 clusters Score -274420.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -274420.125000 Penalty: 2526.281494
	Iteration 32F: 3 clusters Score -274420.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 8902 members 
Mstep: Class 3 contains 101018 members 
Mstep: Class 4 contains 10480 members 
Mstep: Class 5 contains 2261 members 
Mstep: Class 6 contains 34587 members 
Mstep: Class 7 contains 17070 members 
Mstep: Class 8 contains 8124 members 
Mstep: Class 9 contains 18381 members 
Mstep: Class 10 contains 26268 members 
Mstep: Class 11 contains 6265 members 
Mstep: Class 12 contains 3237 members 
Mstep: Class 13 contains 18372 members 
Mstep: Class 14 contains 38337 members 
Mstep: Class 15 contains 46033 members 
Mstep: Class 16 contains 3853 members 
Mstep: Class 17 contains 6411 members 
Mstep: Class 18 contains 47843 members 
Mstep: Class 19 contains 3133 members 
Mstep: Class 20 contains 2892 members 
Mstep: Class 21 contains 1101 members 
Mstep: Class 22 contains 3330 members 
Mstep: Class 23 contains 45693 members 
Mstep: Class 24 contains 13189 members 
Mstep: Class 25 contains 12658 members 
Mstep: Class 26 contains 2885 members 
Mstep: Class 27 contains 9456 members 
Mstep: Class 28 contains 2315 members 
Mstep: Class 29 contains 24051 members 
Mstep: Class 30 contains 38503 members 
Mstep: Class 31 contains 4429 members 
Mstep: Class 32 contains 23807 members 
Mstep: Class 33 contains 12514 members 
Mstep: Class 34 contains 6294 members 
Mstep: Class 35 contains 3537 members 
Mstep: Class 36 contains 1644 members 
Mstep: Class 37 contains 17478 members 
Mstep: Class 38 contains 8635 members 
Mstep: Class 39 contains 3373 members 
Mstep: Class 40 contains 14635 members 
Mstep: Class 41 contains 10609 members 
Mstep: Class 42 contains 11114 members 
Mstep: Class 43 contains 144673 members 
Mstep: Class 44 contains 732 members 
Entering Unmasked Estep 
Score: -100298112.000000 Penalty: 97367.476562
Splitting cluster 36 changes total score from -100298224.000000 to -100298112.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 37 (17478 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17478 members 
Entering Unmasked Estep 
Score: -2222215.500000 Penalty: 1587.413574
	Iteration 0F: 2 clusters Score -2222216 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8666 members 
Mstep: Class 2 contains 8812 members 
Entering Unmasked Estep 
Score: -2210137.750000 Penalty: 3174.827148
	Iteration 0F: 3 clusters Score -2210138 nChanged 7800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8326 members 
Mstep: Class 2 contains 9152 members 
Entering Unmasked Estep 
Score: -2214388.750000 Penalty: 3174.827148
	Iteration 1F: 3 clusters Score -2214389 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8106 members 
Mstep: Class 2 contains 9372 members 
Entering Unmasked Estep 
Score: -2214725.000000 Penalty: 3174.827148
	Iteration 2F: 3 clusters Score -2214725 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7853 members 
Mstep: Class 2 contains 9625 members 
Entering Unmasked Estep 
Score: -2215054.000000 Penalty: 3174.827148
	Iteration 3Q: 3 clusters Score -2215054 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7496 members 
Mstep: Class 2 contains 9982 members 
Entering Unmasked Estep 
Score: -2215451.750000 Penalty: 3174.827148
	Iteration 4Q: 3 clusters Score -2215452 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7032 members 
Mstep: Class 2 contains 10446 members 
Entering Unmasked Estep 
Score: -2215954.250000 Penalty: 3174.827148
	Iteration 5F: 3 clusters Score -2215954 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6533 members 
Mstep: Class 2 contains 10945 members 
Entering Unmasked Estep 
Score: -2216469.250000 Penalty: 3174.827148
	Iteration 6Q: 3 clusters Score -2216469 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5993 members 
Mstep: Class 2 contains 11485 members 
Entering Unmasked Estep 
Score: -2217020.250000 Penalty: 3174.827148
	Iteration 7Q: 3 clusters Score -2217020 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5394 members 
Mstep: Class 2 contains 12084 members 
Entering Unmasked Estep 
Score: -2217596.500000 Penalty: 3174.827148
	Iteration 8Q: 3 clusters Score -2217596 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 12634 members 
Entering Unmasked Estep 
Score: -2218067.750000 Penalty: 3174.827148
	Iteration 9Q: 3 clusters Score -2218068 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 13126 members 
Entering Unmasked Estep 
Score: -2218430.750000 Penalty: 3174.827148
	Iteration 10Q: 3 clusters Score -2218431 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 13593 members 
Entering Unmasked Estep 
Score: -2218750.000000 Penalty: 3174.827148
	Iteration 11Q: 3 clusters Score -2218750 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 14047 members 
Entering Unmasked Estep 
Score: -2219031.500000 Penalty: 3174.827148
	Iteration 12Q: 3 clusters Score -2219032 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 14474 members 
Entering Unmasked Estep 
Score: -2219289.750000 Penalty: 3174.827148
	Iteration 13Q: 3 clusters Score -2219290 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 14833 members 
Entering Unmasked Estep 
Score: -2219487.500000 Penalty: 3174.827148
	Iteration 14Q: 3 clusters Score -2219488 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 15192 members 
Entering Unmasked Estep 
Score: -2219694.750000 Penalty: 3174.827148
	Iteration 15Q: 3 clusters Score -2219695 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 15533 members 
Entering Unmasked Estep 
Score: -2219893.250000 Penalty: 3174.827148
	Iteration 16Q: 3 clusters Score -2219893 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 15821 members 
Entering Unmasked Estep 
Score: -2220082.500000 Penalty: 3174.827148
	Iteration 17Q: 3 clusters Score -2220082 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 16081 members 
Entering Unmasked Estep 
Score: -2220246.500000 Penalty: 3174.827148
	Iteration 18Q: 3 clusters Score -2220246 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 16279 members 
Entering Unmasked Estep 
Score: -2220376.250000 Penalty: 3174.827148
	Iteration 19Q: 3 clusters Score -2220376 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 16436 members 
Entering Unmasked Estep 
Score: -2220473.250000 Penalty: 3174.827148
	Iteration 20F: 3 clusters Score -2220473 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 16569 members 
Entering Unmasked Estep 
Score: -2220560.250000 Penalty: 3174.827148
	Iteration 21Q: 3 clusters Score -2220560 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 16668 members 
Entering Unmasked Estep 
Score: -2220621.000000 Penalty: 3174.827148
	Iteration 22Q: 3 clusters Score -2220621 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 16739 members 
Entering Unmasked Estep 
Score: -2220679.500000 Penalty: 3174.827148
	Iteration 23Q: 3 clusters Score -2220680 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 16804 members 
Entering Unmasked Estep 
Score: -2220724.250000 Penalty: 3174.827148
	Iteration 24Q: 3 clusters Score -2220724 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 16853 members 
Entering Unmasked Estep 
Score: -2220755.750000 Penalty: 3174.827148
	Iteration 25Q: 3 clusters Score -2220756 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 16886 members 
Entering Unmasked Estep 
Score: -2220777.000000 Penalty: 3174.827148
	Iteration 26Q: 3 clusters Score -2220777 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 16915 members 
Entering Unmasked Estep 
Score: -2220803.000000 Penalty: 3174.827148
	Iteration 27Q: 3 clusters Score -2220803 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 16937 members 
Entering Unmasked Estep 
Score: -2220818.000000 Penalty: 3174.827148
	Iteration 28Q: 3 clusters Score -2220818 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 16951 members 
Entering Unmasked Estep 
Score: -2220827.250000 Penalty: 3174.827148
	Iteration 29Q: 3 clusters Score -2220827 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 16960 members 
Entering Unmasked Estep 
Score: -2220836.500000 Penalty: 3174.827148
	Iteration 30Q: 3 clusters Score -2220836 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 16966 members 
Entering Unmasked Estep 
Score: -2220838.500000 Penalty: 3174.827148
	Iteration 31Q: 3 clusters Score -2220838 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 16972 members 
Entering Unmasked Estep 
Score: -2220840.500000 Penalty: 3174.827148
	Iteration 32Q: 3 clusters Score -2220840 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 16978 members 
Entering Unmasked Estep 
Score: -2220845.250000 Penalty: 3174.827148
	Iteration 33Q: 3 clusters Score -2220845 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 16982 members 
Entering Unmasked Estep 
Score: -2220851.500000 Penalty: 3174.827148
	Iteration 34Q: 3 clusters Score -2220852 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 16985 members 
Entering Unmasked Estep 
Score: -2220852.000000 Penalty: 3174.827148
	Iteration 35Q: 3 clusters Score -2220852 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 16988 members 
Entering Unmasked Estep 
Score: -2220851.750000 Penalty: 3174.827148
	Iteration 36Q: 3 clusters Score -2220852 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 16989 members 
Entering Unmasked Estep 
Score: -2220854.500000 Penalty: 3174.827148
	Iteration 37Q: 3 clusters Score -2220854 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 16991 members 
Entering Unmasked Estep 
Score: -2220853.500000 Penalty: 3174.827148
	Iteration 38Q: 3 clusters Score -2220854 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 16992 members 
Entering Unmasked Estep 
Score: -2220855.250000 Penalty: 3174.827148
	Iteration 39Q: 3 clusters Score -2220855 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 16993 members 
Entering Unmasked Estep 
Score: -2220855.000000 Penalty: 3174.827148
	Iteration 40F: 3 clusters Score -2220855 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (8635 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8635 members 
Entering Unmasked Estep 
Score: -1099984.750000 Penalty: 1472.831543
	Iteration 0F: 2 clusters Score -1099985 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -1093664.875000 Penalty: 2945.663086
	Iteration 0F: 3 clusters Score -1093665 nChanged 3680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -1095767.375000 Penalty: 2945.663086
	Iteration 1F: 3 clusters Score -1095767 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -1096166.250000 Penalty: 2945.663086
	Iteration 2F: 3 clusters Score -1096166 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -1096570.375000 Penalty: 2945.663086
	Iteration 3F: 3 clusters Score -1096570 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -1097001.375000 Penalty: 2945.663086
	Iteration 4F: 3 clusters Score -1097001 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5710 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -1097451.375000 Penalty: 2945.663086
	Iteration 5F: 3 clusters Score -1097451 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -1097818.750000 Penalty: 2945.663086
	Iteration 6F: 3 clusters Score -1097819 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6311 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -1098145.000000 Penalty: 2945.663086
	Iteration 7F: 3 clusters Score -1098145 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6497 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -1098374.625000 Penalty: 2945.663086
	Iteration 8Q: 3 clusters Score -1098375 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6641 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -1098527.750000 Penalty: 2945.663086
	Iteration 9Q: 3 clusters Score -1098528 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6741 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -1098623.250000 Penalty: 2945.663086
	Iteration 10Q: 3 clusters Score -1098623 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6821 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -1098688.875000 Penalty: 2945.663086
	Iteration 11Q: 3 clusters Score -1098689 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6887 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -1098739.250000 Penalty: 2945.663086
	Iteration 12Q: 3 clusters Score -1098739 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6930 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -1098781.375000 Penalty: 2945.663086
	Iteration 13Q: 3 clusters Score -1098781 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6963 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -1098812.375000 Penalty: 2945.663086
	Iteration 14Q: 3 clusters Score -1098812 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7000 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -1098834.000000 Penalty: 2945.663086
	Iteration 15Q: 3 clusters Score -1098834 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7023 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -1098851.875000 Penalty: 2945.663086
	Iteration 16Q: 3 clusters Score -1098852 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7052 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -1098876.375000 Penalty: 2945.663086
	Iteration 17Q: 3 clusters Score -1098876 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7081 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -1098901.000000 Penalty: 2945.663086
	Iteration 18Q: 3 clusters Score -1098901 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7098 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -1098920.875000 Penalty: 2945.663086
	Iteration 19Q: 3 clusters Score -1098921 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7118 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -1098939.250000 Penalty: 2945.663086
	Iteration 20F: 3 clusters Score -1098939 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7148 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -1098969.875000 Penalty: 2945.663086
	Iteration 21Q: 3 clusters Score -1098970 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7174 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -1098995.500000 Penalty: 2945.663086
	Iteration 22Q: 3 clusters Score -1098996 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7197 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -1099019.375000 Penalty: 2945.663086
	Iteration 23Q: 3 clusters Score -1099019 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7215 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -1099035.375000 Penalty: 2945.663086
	Iteration 24Q: 3 clusters Score -1099035 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7223 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -1099053.250000 Penalty: 2945.663086
	Iteration 25Q: 3 clusters Score -1099053 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7230 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -1099064.375000 Penalty: 2945.663086
	Iteration 26Q: 3 clusters Score -1099064 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7239 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -1099081.875000 Penalty: 2945.663086
	Iteration 27Q: 3 clusters Score -1099082 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7236 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -1099097.000000 Penalty: 2945.663086
	Iteration 28Q: 3 clusters Score -1099097 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7230 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -1099107.750000 Penalty: 2945.663086
	Iteration 29Q: 3 clusters Score -1099108 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7233 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -1099114.750000 Penalty: 2945.663086
	Iteration 30Q: 3 clusters Score -1099115 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7243 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -1099125.125000 Penalty: 2945.663086
	Iteration 31Q: 3 clusters Score -1099125 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7245 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -1099132.750000 Penalty: 2945.663086
	Iteration 32Q: 3 clusters Score -1099133 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7246 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -1099138.250000 Penalty: 2945.663086
	Iteration 33Q: 3 clusters Score -1099138 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7249 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -1099145.000000 Penalty: 2945.663086
	Iteration 34Q: 3 clusters Score -1099145 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7256 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -1099153.375000 Penalty: 2945.663086
	Iteration 35Q: 3 clusters Score -1099153 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7266 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -1099160.125000 Penalty: 2945.663086
	Iteration 36Q: 3 clusters Score -1099160 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7272 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -1099159.000000 Penalty: 2945.663086
	Iteration 37Q: 3 clusters Score -1099159 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7277 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -1099162.250000 Penalty: 2945.663086
	Iteration 38Q: 3 clusters Score -1099162 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7284 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -1099165.500000 Penalty: 2945.663086
	Iteration 39Q: 3 clusters Score -1099166 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7296 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -1099171.625000 Penalty: 2945.663086
	Iteration 40F: 3 clusters Score -1099172 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7303 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -1099177.625000 Penalty: 2945.663086
	Iteration 41Q: 3 clusters Score -1099178 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7307 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -1099182.250000 Penalty: 2945.663086
	Iteration 42Q: 3 clusters Score -1099182 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7310 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -1099182.000000 Penalty: 2945.663086
	Iteration 43Q: 3 clusters Score -1099182 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7312 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -1099188.500000 Penalty: 2945.663086
	Iteration 44Q: 3 clusters Score -1099188 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7311 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -1099189.625000 Penalty: 2945.663086
	Iteration 45Q: 3 clusters Score -1099190 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7307 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -1099190.625000 Penalty: 2945.663086
	Iteration 46Q: 3 clusters Score -1099191 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7309 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -1099191.750000 Penalty: 2945.663086
	Iteration 47Q: 3 clusters Score -1099192 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7310 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -1099193.000000 Penalty: 2945.663086
	Iteration 48Q: 3 clusters Score -1099193 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7310 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -1099193.875000 Penalty: 2945.663086
	Iteration 49Q: 3 clusters Score -1099194 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7309 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -1099195.125000 Penalty: 2945.663086
	Iteration 50Q: 3 clusters Score -1099195 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7308 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -1099196.625000 Penalty: 2945.663086
	Iteration 51Q: 3 clusters Score -1099197 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7306 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -1099195.875000 Penalty: 2945.663086
	Iteration 52Q: 3 clusters Score -1099196 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7305 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -1099196.500000 Penalty: 2945.663086
	Iteration 53Q: 3 clusters Score -1099196 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7304 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -1099196.500000 Penalty: 2945.663086
	Iteration 54Q: 3 clusters Score -1099196 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7302 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -1099198.750000 Penalty: 2945.663086
	Iteration 55Q: 3 clusters Score -1099199 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7303 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -1099198.500000 Penalty: 2945.663086
	Iteration 56Q: 3 clusters Score -1099198 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7302 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -1099196.375000 Penalty: 2945.663086
	Iteration 57Q: 3 clusters Score -1099196 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7301 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -1099196.000000 Penalty: 2945.663086
	Iteration 58Q: 3 clusters Score -1099196 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7300 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -1099197.125000 Penalty: 2945.663086
	Iteration 59Q: 3 clusters Score -1099197 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7300 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -1099197.125000 Penalty: 2945.663086
	Iteration 60F: 3 clusters Score -1099197 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (3373 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Entering Unmasked Estep 
Score: -420245.750000 Penalty: 1320.078125
	Iteration 0F: 2 clusters Score -420245.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -417305.656250 Penalty: 2640.156250
	Iteration 0F: 3 clusters Score -417305.7 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -418029.781250 Penalty: 2640.156250
	Iteration 1F: 3 clusters Score -418029.8 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -418163.968750 Penalty: 2640.156250
	Iteration 2F: 3 clusters Score -418164 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -418228.062500 Penalty: 2640.156250
	Iteration 3Q: 3 clusters Score -418228.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -418271.968750 Penalty: 2640.156250
	Iteration 4Q: 3 clusters Score -418272 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -418311.906250 Penalty: 2640.156250
	Iteration 5Q: 3 clusters Score -418311.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -418340.187500 Penalty: 2640.156250
	Iteration 6Q: 3 clusters Score -418340.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -418361.187500 Penalty: 2640.156250
	Iteration 7Q: 3 clusters Score -418361.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -418380.281250 Penalty: 2640.156250
	Iteration 8Q: 3 clusters Score -418380.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -418406.781250 Penalty: 2640.156250
	Iteration 9Q: 3 clusters Score -418406.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -418432.718750 Penalty: 2640.156250
	Iteration 10Q: 3 clusters Score -418432.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -418452.375000 Penalty: 2640.156250
	Iteration 11Q: 3 clusters Score -418452.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -418468.187500 Penalty: 2640.156250
	Iteration 12Q: 3 clusters Score -418468.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -418487.187500 Penalty: 2640.156250
	Iteration 13Q: 3 clusters Score -418487.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -418507.062500 Penalty: 2640.156250
	Iteration 14Q: 3 clusters Score -418507.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -418524.093750 Penalty: 2640.156250
	Iteration 15Q: 3 clusters Score -418524.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -418539.500000 Penalty: 2640.156250
	Iteration 16Q: 3 clusters Score -418539.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -418558.187500 Penalty: 2640.156250
	Iteration 17Q: 3 clusters Score -418558.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -418579.312500 Penalty: 2640.156250
	Iteration 18Q: 3 clusters Score -418579.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -418613.781250 Penalty: 2640.156250
	Iteration 19Q: 3 clusters Score -418613.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -418643.156250 Penalty: 2640.156250
	Iteration 20F: 3 clusters Score -418643.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -418680.781250 Penalty: 2640.156250
	Iteration 21Q: 3 clusters Score -418680.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -418730.812500 Penalty: 2640.156250
	Iteration 22Q: 3 clusters Score -418730.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -418787.093750 Penalty: 2640.156250
	Iteration 23Q: 3 clusters Score -418787.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -418836.000000 Penalty: 2640.156250
	Iteration 24Q: 3 clusters Score -418836 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -418874.562500 Penalty: 2640.156250
	Iteration 25Q: 3 clusters Score -418874.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -418905.656250 Penalty: 2640.156250
	Iteration 26Q: 3 clusters Score -418905.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -418935.468750 Penalty: 2640.156250
	Iteration 27Q: 3 clusters Score -418935.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -418955.906250 Penalty: 2640.156250
	Iteration 28Q: 3 clusters Score -418955.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -418969.437500 Penalty: 2640.156250
	Iteration 29Q: 3 clusters Score -418969.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -418979.906250 Penalty: 2640.156250
	Iteration 30Q: 3 clusters Score -418979.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -418985.593750 Penalty: 2640.156250
	Iteration 31Q: 3 clusters Score -418985.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -418992.625000 Penalty: 2640.156250
	Iteration 32Q: 3 clusters Score -418992.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -418998.500000 Penalty: 2640.156250
	Iteration 33Q: 3 clusters Score -418998.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -419003.593750 Penalty: 2640.156250
	Iteration 34Q: 3 clusters Score -419003.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -419009.687500 Penalty: 2640.156250
	Iteration 35Q: 3 clusters Score -419009.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -419015.937500 Penalty: 2640.156250
	Iteration 36Q: 3 clusters Score -419015.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -419021.312500 Penalty: 2640.156250
	Iteration 37Q: 3 clusters Score -419021.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -419025.406250 Penalty: 2640.156250
	Iteration 38Q: 3 clusters Score -419025.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -419031.156250 Penalty: 2640.156250
	Iteration 39Q: 3 clusters Score -419031.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -419040.906250 Penalty: 2640.156250
	Iteration 40F: 3 clusters Score -419040.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -419050.000000 Penalty: 2640.156250
	Iteration 41Q: 3 clusters Score -419050 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -419056.031250 Penalty: 2640.156250
	Iteration 42Q: 3 clusters Score -419056 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -419058.656250 Penalty: 2640.156250
	Iteration 43Q: 3 clusters Score -419058.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -419065.343750 Penalty: 2640.156250
	Iteration 44Q: 3 clusters Score -419065.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -419067.687500 Penalty: 2640.156250
	Iteration 45Q: 3 clusters Score -419067.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -419069.406250 Penalty: 2640.156250
	Iteration 46Q: 3 clusters Score -419069.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -419072.593750 Penalty: 2640.156250
	Iteration 47Q: 3 clusters Score -419072.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -419075.531250 Penalty: 2640.156250
	Iteration 48Q: 3 clusters Score -419075.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -419077.281250 Penalty: 2640.156250
	Iteration 49Q: 3 clusters Score -419077.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -419080.718750 Penalty: 2640.156250
	Iteration 50Q: 3 clusters Score -419080.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -419084.218750 Penalty: 2640.156250
	Iteration 51Q: 3 clusters Score -419084.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -419086.875000 Penalty: 2640.156250
	Iteration 52Q: 3 clusters Score -419086.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -419092.125000 Penalty: 2640.156250
	Iteration 53Q: 3 clusters Score -419092.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -419094.750000 Penalty: 2640.156250
	Iteration 54Q: 3 clusters Score -419094.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -419099.281250 Penalty: 2640.156250
	Iteration 55Q: 3 clusters Score -419099.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -419100.812500 Penalty: 2640.156250
	Iteration 56Q: 3 clusters Score -419100.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -419101.312500 Penalty: 2640.156250
	Iteration 57Q: 3 clusters Score -419101.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -419103.593750 Penalty: 2640.156250
	Iteration 58Q: 3 clusters Score -419103.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -419103.593750 Penalty: 2640.156250
	Iteration 59F: 3 clusters Score -419103.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (14635 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14635 members 
Entering Unmasked Estep 
Score: -1875376.250000 Penalty: 1558.565308
	Iteration 0F: 2 clusters Score -1875376 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7321 members 
Mstep: Class 2 contains 7314 members 
Entering Unmasked Estep 
Score: -1865211.625000 Penalty: 3117.130615
	Iteration 0F: 3 clusters Score -1865212 nChanged 6520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7477 members 
Mstep: Class 2 contains 7158 members 
Entering Unmasked Estep 
Score: -1868766.625000 Penalty: 3117.130615
	Iteration 1F: 3 clusters Score -1868767 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7561 members 
Mstep: Class 2 contains 7074 members 
Entering Unmasked Estep 
Score: -1869046.875000 Penalty: 3117.130615
	Iteration 2F: 3 clusters Score -1869047 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7683 members 
Mstep: Class 2 contains 6952 members 
Entering Unmasked Estep 
Score: -1869313.250000 Penalty: 3117.130615
	Iteration 3Q: 3 clusters Score -1869313 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7842 members 
Mstep: Class 2 contains 6793 members 
Entering Unmasked Estep 
Score: -1869610.750000 Penalty: 3117.130615
	Iteration 4Q: 3 clusters Score -1869611 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8029 members 
Mstep: Class 2 contains 6606 members 
Entering Unmasked Estep 
Score: -1869931.750000 Penalty: 3117.130615
	Iteration 5Q: 3 clusters Score -1869932 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8256 members 
Mstep: Class 2 contains 6379 members 
Entering Unmasked Estep 
Score: -1870227.625000 Penalty: 3117.130615
	Iteration 6Q: 3 clusters Score -1870228 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8522 members 
Mstep: Class 2 contains 6113 members 
Entering Unmasked Estep 
Score: -1870515.125000 Penalty: 3117.130615
	Iteration 7Q: 3 clusters Score -1870515 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8818 members 
Mstep: Class 2 contains 5817 members 
Entering Unmasked Estep 
Score: -1870751.625000 Penalty: 3117.130615
	Iteration 8Q: 3 clusters Score -1870752 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9124 members 
Mstep: Class 2 contains 5511 members 
Entering Unmasked Estep 
Score: -1870943.500000 Penalty: 3117.130615
	Iteration 9Q: 3 clusters Score -1870944 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9405 members 
Mstep: Class 2 contains 5230 members 
Entering Unmasked Estep 
Score: -1871083.750000 Penalty: 3117.130615
	Iteration 10Q: 3 clusters Score -1871084 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9695 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -1871213.250000 Penalty: 3117.130615
	Iteration 11Q: 3 clusters Score -1871213 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10020 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -1871345.375000 Penalty: 3117.130615
	Iteration 12Q: 3 clusters Score -1871345 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10374 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -1871474.000000 Penalty: 3117.130615
	Iteration 13Q: 3 clusters Score -1871474 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10737 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -1871629.125000 Penalty: 3117.130615
	Iteration 14Q: 3 clusters Score -1871629 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11134 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -1871798.250000 Penalty: 3117.130615
	Iteration 15Q: 3 clusters Score -1871798 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11554 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -1871985.875000 Penalty: 3117.130615
	Iteration 16Q: 3 clusters Score -1871986 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11960 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -1872196.375000 Penalty: 3117.130615
	Iteration 17Q: 3 clusters Score -1872196 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12372 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -1872421.500000 Penalty: 3117.130615
	Iteration 18Q: 3 clusters Score -1872422 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12769 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -1872652.375000 Penalty: 3117.130615
	Iteration 19Q: 3 clusters Score -1872652 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13166 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -1872918.625000 Penalty: 3117.130615
	Iteration 20F: 3 clusters Score -1872919 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13508 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -1873166.625000 Penalty: 3117.130615
	Iteration 21Q: 3 clusters Score -1873167 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13798 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -1873408.250000 Penalty: 3117.130615
	Iteration 22Q: 3 clusters Score -1873408 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14017 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -1873600.375000 Penalty: 3117.130615
	Iteration 23Q: 3 clusters Score -1873600 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14172 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -1873744.750000 Penalty: 3117.130615
	Iteration 24Q: 3 clusters Score -1873745 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14254 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -1873822.375000 Penalty: 3117.130615
	Iteration 25Q: 3 clusters Score -1873822 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14309 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -1873877.125000 Penalty: 3117.130615
	Iteration 26Q: 3 clusters Score -1873877 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14345 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -1873922.875000 Penalty: 3117.130615
	Iteration 27Q: 3 clusters Score -1873923 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14362 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -1873943.375000 Penalty: 3117.130615
	Iteration 28Q: 3 clusters Score -1873943 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14378 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -1873966.125000 Penalty: 3117.130615
	Iteration 29Q: 3 clusters Score -1873966 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14384 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -1873986.750000 Penalty: 3117.130615
	Iteration 30Q: 3 clusters Score -1873987 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14388 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -1874000.500000 Penalty: 3117.130615
	Iteration 31Q: 3 clusters Score -1874000 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14388 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -1874007.875000 Penalty: 3117.130615
	Iteration 32Q: 3 clusters Score -1874008 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14391 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -1874013.500000 Penalty: 3117.130615
	Iteration 33Q: 3 clusters Score -1874014 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14396 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -1874019.500000 Penalty: 3117.130615
	Iteration 34Q: 3 clusters Score -1874020 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14400 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -1874026.625000 Penalty: 3117.130615
	Iteration 35Q: 3 clusters Score -1874027 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14406 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -1874035.125000 Penalty: 3117.130615
	Iteration 36Q: 3 clusters Score -1874035 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14406 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -1874038.750000 Penalty: 3117.130615
	Iteration 37Q: 3 clusters Score -1874039 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14408 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -1874042.500000 Penalty: 3117.130615
	Iteration 38Q: 3 clusters Score -1874042 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14408 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -1874045.625000 Penalty: 3117.130615
	Iteration 39Q: 3 clusters Score -1874046 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14409 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -1874045.125000 Penalty: 3117.130615
	Iteration 40F: 3 clusters Score -1874045 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (10609 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10609 members 
Entering Unmasked Estep 
Score: -1338268.500000 Penalty: 1506.286865
	Iteration 0F: 2 clusters Score -1338268 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5409 members 
Mstep: Class 2 contains 5200 members 
Entering Unmasked Estep 
Score: -1330730.750000 Penalty: 3012.573730
	Iteration 0F: 3 clusters Score -1330731 nChanged 4637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5742 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -1333794.625000 Penalty: 3012.573730
	Iteration 1F: 3 clusters Score -1333795 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5831 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -1334662.625000 Penalty: 3012.573730
	Iteration 2F: 3 clusters Score -1334663 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5837 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -1335383.625000 Penalty: 3012.573730
	Iteration 3F: 3 clusters Score -1335384 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5865 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -1335972.750000 Penalty: 3012.573730
	Iteration 4F: 3 clusters Score -1335973 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5882 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -1336478.375000 Penalty: 3012.573730
	Iteration 5F: 3 clusters Score -1336478 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5907 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -1336879.250000 Penalty: 3012.573730
	Iteration 6F: 3 clusters Score -1336879 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5939 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -1337153.250000 Penalty: 3012.573730
	Iteration 7Q: 3 clusters Score -1337153 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5961 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -1337380.625000 Penalty: 3012.573730
	Iteration 8Q: 3 clusters Score -1337381 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5961 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -1337548.875000 Penalty: 3012.573730
	Iteration 9Q: 3 clusters Score -1337549 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5997 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -1337675.000000 Penalty: 3012.573730
	Iteration 10Q: 3 clusters Score -1337675 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6008 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -1337754.750000 Penalty: 3012.573730
	Iteration 11Q: 3 clusters Score -1337755 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -1337796.875000 Penalty: 3012.573730
	Iteration 12Q: 3 clusters Score -1337797 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6056 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -1337822.125000 Penalty: 3012.573730
	Iteration 13Q: 3 clusters Score -1337822 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6075 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -1337847.375000 Penalty: 3012.573730
	Iteration 14Q: 3 clusters Score -1337847 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6088 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -1337867.875000 Penalty: 3012.573730
	Iteration 15Q: 3 clusters Score -1337868 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6109 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -1337884.000000 Penalty: 3012.573730
	Iteration 16Q: 3 clusters Score -1337884 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6116 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -1337891.000000 Penalty: 3012.573730
	Iteration 17Q: 3 clusters Score -1337891 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6135 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -1337899.750000 Penalty: 3012.573730
	Iteration 18Q: 3 clusters Score -1337900 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6148 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -1337912.000000 Penalty: 3012.573730
	Iteration 19Q: 3 clusters Score -1337912 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6169 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -1337915.250000 Penalty: 3012.573730
	Iteration 20F: 3 clusters Score -1337915 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6179 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -1337921.750000 Penalty: 3012.573730
	Iteration 21Q: 3 clusters Score -1337922 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6193 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -1337927.625000 Penalty: 3012.573730
	Iteration 22Q: 3 clusters Score -1337928 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6205 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -1337932.500000 Penalty: 3012.573730
	Iteration 23Q: 3 clusters Score -1337932 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6218 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -1337932.375000 Penalty: 3012.573730
	Iteration 24Q: 3 clusters Score -1337932 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6221 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -1337935.250000 Penalty: 3012.573730
	Iteration 25Q: 3 clusters Score -1337935 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6230 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -1337939.625000 Penalty: 3012.573730
	Iteration 26Q: 3 clusters Score -1337940 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6244 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -1337943.375000 Penalty: 3012.573730
	Iteration 27Q: 3 clusters Score -1337943 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6258 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -1337943.125000 Penalty: 3012.573730
	Iteration 28Q: 3 clusters Score -1337943 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6271 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -1337946.375000 Penalty: 3012.573730
	Iteration 29Q: 3 clusters Score -1337946 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6277 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -1337948.125000 Penalty: 3012.573730
	Iteration 30Q: 3 clusters Score -1337948 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6277 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -1337948.375000 Penalty: 3012.573730
	Iteration 31Q: 3 clusters Score -1337948 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6274 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -1337948.250000 Penalty: 3012.573730
	Iteration 32Q: 3 clusters Score -1337948 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6277 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -1337948.000000 Penalty: 3012.573730
	Iteration 33Q: 3 clusters Score -1337948 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6282 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -1337946.375000 Penalty: 3012.573730
	Iteration 34Q: 3 clusters Score -1337946 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6286 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -1337947.125000 Penalty: 3012.573730
	Iteration 35Q: 3 clusters Score -1337947 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6290 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -1337947.625000 Penalty: 3012.573730
	Iteration 36Q: 3 clusters Score -1337948 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6291 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -1337945.125000 Penalty: 3012.573730
	Iteration 37Q: 3 clusters Score -1337945 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6296 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -1337946.250000 Penalty: 3012.573730
	Iteration 38Q: 3 clusters Score -1337946 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6298 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -1337947.500000 Penalty: 3012.573730
	Iteration 39Q: 3 clusters Score -1337948 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6299 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -1337951.125000 Penalty: 3012.573730
	Iteration 40F: 3 clusters Score -1337951 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6298 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -1337950.875000 Penalty: 3012.573730
	Iteration 41Q: 3 clusters Score -1337951 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6299 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -1337950.750000 Penalty: 3012.573730
	Iteration 42Q: 3 clusters Score -1337951 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6300 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -1337951.000000 Penalty: 3012.573730
	Iteration 43Q: 3 clusters Score -1337951 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6301 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -1337951.500000 Penalty: 3012.573730
	Iteration 44Q: 3 clusters Score -1337952 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6301 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -1337951.500000 Penalty: 3012.573730
	Iteration 45F: 3 clusters Score -1337952 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 8902 members 
Mstep: Class 3 contains 101018 members 
Mstep: Class 4 contains 10480 members 
Mstep: Class 5 contains 2261 members 
Mstep: Class 6 contains 34587 members 
Mstep: Class 7 contains 17070 members 
Mstep: Class 8 contains 8124 members 
Mstep: Class 9 contains 18381 members 
Mstep: Class 10 contains 26268 members 
Mstep: Class 11 contains 6265 members 
Mstep: Class 12 contains 3237 members 
Mstep: Class 13 contains 18372 members 
Mstep: Class 14 contains 38337 members 
Mstep: Class 15 contains 46033 members 
Mstep: Class 16 contains 3853 members 
Mstep: Class 17 contains 6411 members 
Mstep: Class 18 contains 47843 members 
Mstep: Class 19 contains 3133 members 
Mstep: Class 20 contains 2892 members 
Mstep: Class 21 contains 1101 members 
Mstep: Class 22 contains 3330 members 
Mstep: Class 23 contains 45693 members 
Mstep: Class 24 contains 13189 members 
Mstep: Class 25 contains 12658 members 
Mstep: Class 26 contains 2885 members 
Mstep: Class 27 contains 9456 members 
Mstep: Class 28 contains 2315 members 
Mstep: Class 29 contains 24051 members 
Mstep: Class 30 contains 38503 members 
Mstep: Class 31 contains 4429 members 
Mstep: Class 32 contains 23807 members 
Mstep: Class 33 contains 12514 members 
Mstep: Class 34 contains 6294 members 
Mstep: Class 35 contains 3537 members 
Mstep: Class 36 contains 2376 members 
Mstep: Class 37 contains 17478 members 
Mstep: Class 38 contains 8635 members 
Mstep: Class 39 contains 3373 members 
Mstep: Class 40 contains 14635 members 
Mstep: Class 41 contains 10609 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100300128.000000 Penalty: 95154.578125
Iteration 119Q: 44 clusters Score -1.003001e+08 nChanged 4703
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 8902 members 
Mstep: Class 3 contains 101000 members 
Mstep: Class 4 contains 10475 members 
Mstep: Class 5 contains 2260 members 
Mstep: Class 6 contains 34577 members 
Mstep: Class 7 contains 16867 members 
Mstep: Class 8 contains 8125 members 
Mstep: Class 9 contains 18357 members 
Mstep: Class 10 contains 26267 members 
Mstep: Class 11 contains 6255 members 
Mstep: Class 12 contains 3237 members 
Mstep: Class 13 contains 18347 members 
Mstep: Class 14 contains 38754 members 
Mstep: Class 15 contains 45956 members 
Mstep: Class 16 contains 3843 members 
Mstep: Class 17 contains 6311 members 
Mstep: Class 18 contains 47828 members 
Mstep: Class 19 contains 3158 members 
Mstep: Class 20 contains 2897 members 
Mstep: Class 21 contains 1101 members 
Mstep: Class 22 contains 3328 members 
Mstep: Class 23 contains 45755 members 
Mstep: Class 24 contains 13187 members 
Mstep: Class 25 contains 12658 members 
Mstep: Class 26 contains 2888 members 
Mstep: Class 27 contains 9462 members 
Mstep: Class 28 contains 2314 members 
Mstep: Class 29 contains 24372 members 
Mstep: Class 30 contains 38912 members 
Mstep: Class 31 contains 4446 members 
Mstep: Class 32 contains 23821 members 
Mstep: Class 33 contains 12514 members 
Mstep: Class 34 contains 6288 members 
Mstep: Class 35 contains 3769 members 
Mstep: Class 36 contains 2376 members 
Mstep: Class 37 contains 17484 members 
Mstep: Class 38 contains 8624 members 
Mstep: Class 39 contains 3608 members 
Mstep: Class 40 contains 14633 members 
Mstep: Class 41 contains 10618 members 
Mstep: Class 42 contains 10702 members 
Mstep: Class 43 contains 143846 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100302088.000000 Penalty: 95154.578125
Iteration 120F: 44 clusters Score -1.003021e+08 nChanged 3755
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 8901 members 
Mstep: Class 3 contains 101022 members 
Mstep: Class 4 contains 10472 members 
Mstep: Class 5 contains 2258 members 
Mstep: Class 6 contains 34571 members 
Mstep: Class 7 contains 16732 members 
Mstep: Class 8 contains 8125 members 
Mstep: Class 9 contains 18363 members 
Mstep: Class 10 contains 26268 members 
Mstep: Class 11 contains 6254 members 
Mstep: Class 12 contains 3235 members 
Mstep: Class 13 contains 18298 members 
Mstep: Class 14 contains 38692 members 
Mstep: Class 15 contains 45529 members 
Mstep: Class 16 contains 3842 members 
Mstep: Class 17 contains 6236 members 
Mstep: Class 18 contains 47790 members 
Mstep: Class 19 contains 3168 members 
Mstep: Class 20 contains 2902 members 
Mstep: Class 21 contains 1101 members 
Mstep: Class 22 contains 3328 members 
Mstep: Class 23 contains 45637 members 
Mstep: Class 24 contains 13188 members 
Mstep: Class 25 contains 12658 members 
Mstep: Class 26 contains 2895 members 
Mstep: Class 27 contains 9466 members 
Mstep: Class 28 contains 2314 members 
Mstep: Class 29 contains 24521 members 
Mstep: Class 30 contains 38843 members 
Mstep: Class 31 contains 4526 members 
Mstep: Class 32 contains 23809 members 
Mstep: Class 33 contains 12508 members 
Mstep: Class 34 contains 6284 members 
Mstep: Class 35 contains 3848 members 
Mstep: Class 36 contains 2376 members 
Mstep: Class 37 contains 17490 members 
Mstep: Class 38 contains 8615 members 
Mstep: Class 39 contains 3777 members 
Mstep: Class 40 contains 14637 members 
Mstep: Class 41 contains 10622 members 
Mstep: Class 42 contains 10936 members 
Mstep: Class 43 contains 144085 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100302528.000000 Penalty: 95154.578125
Iteration 121Q: 44 clusters Score -1.003025e+08 nChanged 2299
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 8903 members 
Mstep: Class 3 contains 101029 members 
Mstep: Class 4 contains 10469 members 
Mstep: Class 5 contains 2256 members 
Mstep: Class 6 contains 34564 members 
Mstep: Class 7 contains 16637 members 
Mstep: Class 8 contains 8125 members 
Mstep: Class 9 contains 18362 members 
Mstep: Class 10 contains 26287 members 
Mstep: Class 11 contains 6262 members 
Mstep: Class 12 contains 3234 members 
Mstep: Class 13 contains 18246 members 
Mstep: Class 14 contains 38634 members 
Mstep: Class 15 contains 45195 members 
Mstep: Class 16 contains 3837 members 
Mstep: Class 17 contains 6183 members 
Mstep: Class 18 contains 47773 members 
Mstep: Class 19 contains 3178 members 
Mstep: Class 20 contains 2902 members 
Mstep: Class 21 contains 1101 members 
Mstep: Class 22 contains 3329 members 
Mstep: Class 23 contains 45578 members 
Mstep: Class 24 contains 13186 members 
Mstep: Class 25 contains 12660 members 
Mstep: Class 26 contains 2901 members 
Mstep: Class 27 contains 9465 members 
Mstep: Class 28 contains 2314 members 
Mstep: Class 29 contains 24647 members 
Mstep: Class 30 contains 38764 members 
Mstep: Class 31 contains 4582 members 
Mstep: Class 32 contains 23803 members 
Mstep: Class 33 contains 12518 members 
Mstep: Class 34 contains 6279 members 
Mstep: Class 35 contains 3891 members 
Mstep: Class 36 contains 2377 members 
Mstep: Class 37 contains 17501 members 
Mstep: Class 38 contains 8615 members 
Mstep: Class 39 contains 3898 members 
Mstep: Class 40 contains 14643 members 
Mstep: Class 41 contains 10626 members 
Mstep: Class 42 contains 11142 members 
Mstep: Class 43 contains 144226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100302712.000000 Penalty: 95154.578125
Iteration 122Q: 44 clusters Score -1.003027e+08 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 8902 members 
Mstep: Class 3 contains 101053 members 
Mstep: Class 4 contains 10468 members 
Mstep: Class 5 contains 2254 members 
Mstep: Class 6 contains 34556 members 
Mstep: Class 7 contains 16569 members 
Mstep: Class 8 contains 8125 members 
Mstep: Class 9 contains 18363 members 
Mstep: Class 10 contains 26308 members 
Mstep: Class 11 contains 6274 members 
Mstep: Class 12 contains 3233 members 
Mstep: Class 13 contains 18197 members 
Mstep: Class 14 contains 38582 members 
Mstep: Class 15 contains 44892 members 
Mstep: Class 16 contains 3837 members 
Mstep: Class 17 contains 6141 members 
Mstep: Class 18 contains 47760 members 
Mstep: Class 19 contains 3187 members 
Mstep: Class 20 contains 2904 members 
Mstep: Class 21 contains 1101 members 
Mstep: Class 22 contains 3330 members 
Mstep: Class 23 contains 45509 members 
Mstep: Class 24 contains 13188 members 
Mstep: Class 25 contains 12662 members 
Mstep: Class 26 contains 2909 members 
Mstep: Class 27 contains 9464 members 
Mstep: Class 28 contains 2314 members 
Mstep: Class 29 contains 24756 members 
Mstep: Class 30 contains 38739 members 
Mstep: Class 31 contains 4635 members 
Mstep: Class 32 contains 23800 members 
Mstep: Class 33 contains 12530 members 
Mstep: Class 34 contains 6269 members 
Mstep: Class 35 contains 3925 members 
Mstep: Class 36 contains 2378 members 
Mstep: Class 37 contains 17517 members 
Mstep: Class 38 contains 8615 members 
Mstep: Class 39 contains 3986 members 
Mstep: Class 40 contains 14644 members 
Mstep: Class 41 contains 10633 members 
Mstep: Class 42 contains 11307 members 
Mstep: Class 43 contains 144306 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100302448.000000 Penalty: 95154.578125
Iteration 123Q: 44 clusters Score -1.003024e+08 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 8902 members 
Mstep: Class 3 contains 101080 members 
Mstep: Class 4 contains 10467 members 
Mstep: Class 5 contains 2253 members 
Mstep: Class 6 contains 34547 members 
Mstep: Class 7 contains 16508 members 
Mstep: Class 8 contains 8123 members 
Mstep: Class 9 contains 18356 members 
Mstep: Class 10 contains 26349 members 
Mstep: Class 11 contains 6288 members 
Mstep: Class 12 contains 3234 members 
Mstep: Class 13 contains 18154 members 
Mstep: Class 14 contains 38554 members 
Mstep: Class 15 contains 44642 members 
Mstep: Class 16 contains 3837 members 
Mstep: Class 17 contains 6103 members 
Mstep: Class 18 contains 47745 members 
Mstep: Class 19 contains 3197 members 
Mstep: Class 20 contains 2906 members 
Mstep: Class 21 contains 1101 members 
Mstep: Class 22 contains 3330 members 
Mstep: Class 23 contains 45443 members 
Mstep: Class 24 contains 13191 members 
Mstep: Class 25 contains 12663 members 
Mstep: Class 26 contains 2913 members 
Mstep: Class 27 contains 9457 members 
Mstep: Class 28 contains 2314 members 
Mstep: Class 29 contains 24839 members 
Mstep: Class 30 contains 38759 members 
Mstep: Class 31 contains 4676 members 
Mstep: Class 32 contains 23794 members 
Mstep: Class 33 contains 12541 members 
Mstep: Class 34 contains 6266 members 
Mstep: Class 35 contains 3946 members 
Mstep: Class 36 contains 2378 members 
Mstep: Class 37 contains 17531 members 
Mstep: Class 38 contains 8616 members 
Mstep: Class 39 contains 4067 members 
Mstep: Class 40 contains 14646 members 
Mstep: Class 41 contains 10635 members 
Mstep: Class 42 contains 11425 members 
Mstep: Class 43 contains 144346 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100303088.000000 Penalty: 95154.578125
Iteration 124Q: 44 clusters Score -1.003031e+08 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 8901 members 
Mstep: Class 3 contains 101112 members 
Mstep: Class 4 contains 10467 members 
Mstep: Class 5 contains 2254 members 
Mstep: Class 6 contains 34538 members 
Mstep: Class 7 contains 16444 members 
Mstep: Class 8 contains 8122 members 
Mstep: Class 9 contains 18356 members 
Mstep: Class 10 contains 26392 members 
Mstep: Class 11 contains 6302 members 
Mstep: Class 12 contains 3234 members 
Mstep: Class 13 contains 18137 members 
Mstep: Class 14 contains 38516 members 
Mstep: Class 15 contains 44433 members 
Mstep: Class 16 contains 3832 members 
Mstep: Class 17 contains 6077 members 
Mstep: Class 18 contains 47729 members 
Mstep: Class 19 contains 3202 members 
Mstep: Class 20 contains 2906 members 
Mstep: Class 21 contains 1101 members 
Mstep: Class 22 contains 3330 members 
Mstep: Class 23 contains 45389 members 
Mstep: Class 24 contains 13189 members 
Mstep: Class 25 contains 12663 members 
Mstep: Class 26 contains 2917 members 
Mstep: Class 27 contains 9450 members 
Mstep: Class 28 contains 2317 members 
Mstep: Class 29 contains 24917 members 
Mstep: Class 30 contains 38722 members 
Mstep: Class 31 contains 4699 members 
Mstep: Class 32 contains 23794 members 
Mstep: Class 33 contains 12559 members 
Mstep: Class 34 contains 6264 members 
Mstep: Class 35 contains 3978 members 
Mstep: Class 36 contains 2377 members 
Mstep: Class 37 contains 17541 members 
Mstep: Class 38 contains 8613 members 
Mstep: Class 39 contains 4161 members 
Mstep: Class 40 contains 14646 members 
Mstep: Class 41 contains 10637 members 
Mstep: Class 42 contains 11543 members 
Mstep: Class 43 contains 144361 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100303184.000000 Penalty: 95154.578125
Iteration 125Q: 44 clusters Score -1.003032e+08 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 8901 members 
Mstep: Class 3 contains 101137 members 
Mstep: Class 4 contains 10467 members 
Mstep: Class 5 contains 2254 members 
Mstep: Class 6 contains 34531 members 
Mstep: Class 7 contains 16356 members 
Mstep: Class 8 contains 8122 members 
Mstep: Class 9 contains 18350 members 
Mstep: Class 10 contains 26453 members 
Mstep: Class 11 contains 6323 members 
Mstep: Class 12 contains 3234 members 
Mstep: Class 13 contains 18113 members 
Mstep: Class 14 contains 38475 members 
Mstep: Class 15 contains 44246 members 
Mstep: Class 16 contains 3825 members 
Mstep: Class 17 contains 6049 members 
Mstep: Class 18 contains 47723 members 
Mstep: Class 19 contains 3206 members 
Mstep: Class 20 contains 2908 members 
Mstep: Class 21 contains 1101 members 
Mstep: Class 22 contains 3331 members 
Mstep: Class 23 contains 45336 members 
Mstep: Class 24 contains 13183 members 
Mstep: Class 25 contains 12663 members 
Mstep: Class 26 contains 2922 members 
Mstep: Class 27 contains 9449 members 
Mstep: Class 28 contains 2320 members 
Mstep: Class 29 contains 24981 members 
Mstep: Class 30 contains 38733 members 
Mstep: Class 31 contains 4719 members 
Mstep: Class 32 contains 23794 members 
Mstep: Class 33 contains 12577 members 
Mstep: Class 34 contains 6267 members 
Mstep: Class 35 contains 4015 members 
Mstep: Class 36 contains 2377 members 
Mstep: Class 37 contains 17557 members 
Mstep: Class 38 contains 8613 members 
Mstep: Class 39 contains 4233 members 
Mstep: Class 40 contains 14640 members 
Mstep: Class 41 contains 10637 members 
Mstep: Class 42 contains 11637 members 
Mstep: Class 43 contains 144364 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100303136.000000 Penalty: 95154.578125
Iteration 126Q: 44 clusters Score -1.003031e+08 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 8901 members 
Mstep: Class 3 contains 101158 members 
Mstep: Class 4 contains 10464 members 
Mstep: Class 5 contains 2255 members 
Mstep: Class 6 contains 34527 members 
Mstep: Class 7 contains 16303 members 
Mstep: Class 8 contains 8121 members 
Mstep: Class 9 contains 18347 members 
Mstep: Class 10 contains 26496 members 
Mstep: Class 11 contains 6341 members 
Mstep: Class 12 contains 3234 members 
Mstep: Class 13 contains 18086 members 
Mstep: Class 14 contains 38446 members 
Mstep: Class 15 contains 44095 members 
Mstep: Class 16 contains 3818 members 
Mstep: Class 17 contains 6020 members 
Mstep: Class 18 contains 47712 members 
Mstep: Class 19 contains 3215 members 
Mstep: Class 20 contains 2914 members 
Mstep: Class 21 contains 1101 members 
Mstep: Class 22 contains 3331 members 
Mstep: Class 23 contains 45284 members 
Mstep: Class 24 contains 13186 members 
Mstep: Class 25 contains 12663 members 
Mstep: Class 26 contains 2929 members 
Mstep: Class 27 contains 9446 members 
Mstep: Class 28 contains 2320 members 
Mstep: Class 29 contains 25049 members 
Mstep: Class 30 contains 38744 members 
Mstep: Class 31 contains 4721 members 
Mstep: Class 32 contains 23796 members 
Mstep: Class 33 contains 12577 members 
Mstep: Class 34 contains 6267 members 
Mstep: Class 35 contains 4044 members 
Mstep: Class 36 contains 2376 members 
Mstep: Class 37 contains 17568 members 
Mstep: Class 38 contains 8612 members 
Mstep: Class 39 contains 4296 members 
Mstep: Class 40 contains 14641 members 
Mstep: Class 41 contains 10637 members 
Mstep: Class 42 contains 11724 members 
Mstep: Class 43 contains 144357 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100303248.000000 Penalty: 95154.578125
Iteration 127Q: 44 clusters Score -1.003032e+08 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 8902 members 
Mstep: Class 3 contains 101171 members 
Mstep: Class 4 contains 10465 members 
Mstep: Class 5 contains 2255 members 
Mstep: Class 6 contains 34520 members 
Mstep: Class 7 contains 16238 members 
Mstep: Class 8 contains 8120 members 
Mstep: Class 9 contains 18343 members 
Mstep: Class 10 contains 26531 members 
Mstep: Class 11 contains 6352 members 
Mstep: Class 12 contains 3233 members 
Mstep: Class 13 contains 18075 members 
Mstep: Class 14 contains 38417 members 
Mstep: Class 15 contains 43942 members 
Mstep: Class 16 contains 3813 members 
Mstep: Class 17 contains 6001 members 
Mstep: Class 18 contains 47708 members 
Mstep: Class 19 contains 3227 members 
Mstep: Class 20 contains 2922 members 
Mstep: Class 21 contains 1101 members 
Mstep: Class 22 contains 3332 members 
Mstep: Class 23 contains 45233 members 
Mstep: Class 24 contains 13183 members 
Mstep: Class 25 contains 12663 members 
Mstep: Class 26 contains 2942 members 
Mstep: Class 27 contains 9446 members 
Mstep: Class 28 contains 2321 members 
Mstep: Class 29 contains 25110 members 
Mstep: Class 30 contains 38768 members 
Mstep: Class 31 contains 4731 members 
Mstep: Class 32 contains 23796 members 
Mstep: Class 33 contains 12570 members 
Mstep: Class 34 contains 6267 members 
Mstep: Class 35 contains 4071 members 
Mstep: Class 36 contains 2376 members 
Mstep: Class 37 contains 17575 members 
Mstep: Class 38 contains 8614 members 
Mstep: Class 39 contains 4356 members 
Mstep: Class 40 contains 14643 members 
Mstep: Class 41 contains 10636 members 
Mstep: Class 42 contains 11806 members 
Mstep: Class 43 contains 144347 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100303408.000000 Penalty: 95154.578125
Iteration 128Q: 44 clusters Score -1.003034e+08 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 8900 members 
Mstep: Class 3 contains 101182 members 
Mstep: Class 4 contains 10466 members 
Mstep: Class 5 contains 2256 members 
Mstep: Class 6 contains 34512 members 
Mstep: Class 7 contains 16186 members 
Mstep: Class 8 contains 8118 members 
Mstep: Class 9 contains 18336 members 
Mstep: Class 10 contains 26563 members 
Mstep: Class 11 contains 6365 members 
Mstep: Class 12 contains 3233 members 
Mstep: Class 13 contains 18065 members 
Mstep: Class 14 contains 38389 members 
Mstep: Class 15 contains 43783 members 
Mstep: Class 16 contains 3814 members 
Mstep: Class 17 contains 5985 members 
Mstep: Class 18 contains 47703 members 
Mstep: Class 19 contains 3245 members 
Mstep: Class 20 contains 2930 members 
Mstep: Class 21 contains 1101 members 
Mstep: Class 22 contains 3332 members 
Mstep: Class 23 contains 45187 members 
Mstep: Class 24 contains 13180 members 
Mstep: Class 25 contains 12663 members 
Mstep: Class 26 contains 2946 members 
Mstep: Class 27 contains 9444 members 
Mstep: Class 28 contains 2321 members 
Mstep: Class 29 contains 25157 members 
Mstep: Class 30 contains 38789 members 
Mstep: Class 31 contains 4754 members 
Mstep: Class 32 contains 23796 members 
Mstep: Class 33 contains 12573 members 
Mstep: Class 34 contains 6266 members 
Mstep: Class 35 contains 4085 members 
Mstep: Class 36 contains 2378 members 
Mstep: Class 37 contains 17585 members 
Mstep: Class 38 contains 8614 members 
Mstep: Class 39 contains 4398 members 
Mstep: Class 40 contains 14641 members 
Mstep: Class 41 contains 10637 members 
Mstep: Class 42 contains 11896 members 
Mstep: Class 43 contains 144349 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100303528.000000 Penalty: 95154.578125
Iteration 129Q: 44 clusters Score -1.003035e+08 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 8899 members 
Mstep: Class 3 contains 101185 members 
Mstep: Class 4 contains 10466 members 
Mstep: Class 5 contains 2254 members 
Mstep: Class 6 contains 34510 members 
Mstep: Class 7 contains 16133 members 
Mstep: Class 8 contains 8118 members 
Mstep: Class 9 contains 18331 members 
Mstep: Class 10 contains 26601 members 
Mstep: Class 11 contains 6380 members 
Mstep: Class 12 contains 3233 members 
Mstep: Class 13 contains 18061 members 
Mstep: Class 14 contains 38363 members 
Mstep: Class 15 contains 43645 members 
Mstep: Class 16 contains 3813 members 
Mstep: Class 17 contains 5976 members 
Mstep: Class 18 contains 47692 members 
Mstep: Class 19 contains 3260 members 
Mstep: Class 20 contains 2932 members 
Mstep: Class 21 contains 1101 members 
Mstep: Class 22 contains 3331 members 
Mstep: Class 23 contains 45142 members 
Mstep: Class 24 contains 13178 members 
Mstep: Class 25 contains 12663 members 
Mstep: Class 26 contains 2951 members 
Mstep: Class 27 contains 9445 members 
Mstep: Class 28 contains 2321 members 
Mstep: Class 29 contains 25198 members 
Mstep: Class 30 contains 38803 members 
Mstep: Class 31 contains 4778 members 
Mstep: Class 32 contains 23796 members 
Mstep: Class 33 contains 12583 members 
Mstep: Class 34 contains 6265 members 
Mstep: Class 35 contains 4108 members 
Mstep: Class 36 contains 2378 members 
Mstep: Class 37 contains 17587 members 
Mstep: Class 38 contains 8611 members 
Mstep: Class 39 contains 4441 members 
Mstep: Class 40 contains 14643 members 
Mstep: Class 41 contains 10637 members 
Mstep: Class 42 contains 11976 members 
Mstep: Class 43 contains 144335 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100303576.000000 Penalty: 95154.578125
Iteration 130Q: 44 clusters Score -1.003036e+08 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 8899 members 
Mstep: Class 3 contains 101191 members 
Mstep: Class 4 contains 10465 members 
Mstep: Class 5 contains 2253 members 
Mstep: Class 6 contains 34506 members 
Mstep: Class 7 contains 16074 members 
Mstep: Class 8 contains 8116 members 
Mstep: Class 9 contains 18321 members 
Mstep: Class 10 contains 26629 members 
Mstep: Class 11 contains 6385 members 
Mstep: Class 12 contains 3233 members 
Mstep: Class 13 contains 18055 members 
Mstep: Class 14 contains 38346 members 
Mstep: Class 15 contains 43544 members 
Mstep: Class 16 contains 3813 members 
Mstep: Class 17 contains 5959 members 
Mstep: Class 18 contains 47680 members 
Mstep: Class 19 contains 3271 members 
Mstep: Class 20 contains 2934 members 
Mstep: Class 21 contains 1101 members 
Mstep: Class 22 contains 3331 members 
Mstep: Class 23 contains 45112 members 
Mstep: Class 24 contains 13180 members 
Mstep: Class 25 contains 12664 members 
Mstep: Class 26 contains 2951 members 
Mstep: Class 27 contains 9447 members 
Mstep: Class 28 contains 2322 members 
Mstep: Class 29 contains 25220 members 
Mstep: Class 30 contains 38844 members 
Mstep: Class 31 contains 4803 members 
Mstep: Class 32 contains 23794 members 
Mstep: Class 33 contains 12585 members 
Mstep: Class 34 contains 6266 members 
Mstep: Class 35 contains 4128 members 
Mstep: Class 36 contains 2378 members 
Mstep: Class 37 contains 17590 members 
Mstep: Class 38 contains 8611 members 
Mstep: Class 39 contains 4482 members 
Mstep: Class 40 contains 14644 members 
Mstep: Class 41 contains 10637 members 
Mstep: Class 42 contains 12049 members 
Mstep: Class 43 contains 144310 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100303520.000000 Penalty: 95154.578125
Iteration 131Q: 44 clusters Score -1.003035e+08 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 8899 members 
Mstep: Class 3 contains 101195 members 
Mstep: Class 4 contains 10464 members 
Mstep: Class 5 contains 2252 members 
Mstep: Class 6 contains 34501 members 
Mstep: Class 7 contains 16041 members 
Mstep: Class 8 contains 8115 members 
Mstep: Class 9 contains 18314 members 
Mstep: Class 10 contains 26649 members 
Mstep: Class 11 contains 6385 members 
Mstep: Class 12 contains 3232 members 
Mstep: Class 13 contains 18050 members 
Mstep: Class 14 contains 38324 members 
Mstep: Class 15 contains 43463 members 
Mstep: Class 16 contains 3812 members 
Mstep: Class 17 contains 5945 members 
Mstep: Class 18 contains 47672 members 
Mstep: Class 19 contains 3273 members 
Mstep: Class 20 contains 2933 members 
Mstep: Class 21 contains 1101 members 
Mstep: Class 22 contains 3331 members 
Mstep: Class 23 contains 45075 members 
Mstep: Class 24 contains 13184 members 
Mstep: Class 25 contains 12663 members 
Mstep: Class 26 contains 2953 members 
Mstep: Class 27 contains 9452 members 
Mstep: Class 28 contains 2322 members 
Mstep: Class 29 contains 25248 members 
Mstep: Class 30 contains 38858 members 
Mstep: Class 31 contains 4815 members 
Mstep: Class 32 contains 23798 members 
Mstep: Class 33 contains 12587 members 
Mstep: Class 34 contains 6265 members 
Mstep: Class 35 contains 4149 members 
Mstep: Class 36 contains 2378 members 
Mstep: Class 37 contains 17597 members 
Mstep: Class 38 contains 8610 members 
Mstep: Class 39 contains 4516 members 
Mstep: Class 40 contains 14645 members 
Mstep: Class 41 contains 10639 members 
Mstep: Class 42 contains 12123 members 
Mstep: Class 43 contains 144295 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100303728.000000 Penalty: 95154.578125
Iteration 132Q: 44 clusters Score -1.003037e+08 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 8899 members 
Mstep: Class 3 contains 101207 members 
Mstep: Class 4 contains 10463 members 
Mstep: Class 5 contains 2251 members 
Mstep: Class 6 contains 34498 members 
Mstep: Class 7 contains 16011 members 
Mstep: Class 8 contains 8115 members 
Mstep: Class 9 contains 18309 members 
Mstep: Class 10 contains 26680 members 
Mstep: Class 11 contains 6390 members 
Mstep: Class 12 contains 3231 members 
Mstep: Class 13 contains 18049 members 
Mstep: Class 14 contains 38312 members 
Mstep: Class 15 contains 43380 members 
Mstep: Class 16 contains 3811 members 
Mstep: Class 17 contains 5932 members 
Mstep: Class 18 contains 47660 members 
Mstep: Class 19 contains 3277 members 
Mstep: Class 20 contains 2935 members 
Mstep: Class 21 contains 1101 members 
Mstep: Class 22 contains 3331 members 
Mstep: Class 23 contains 45045 members 
Mstep: Class 24 contains 13189 members 
Mstep: Class 25 contains 12663 members 
Mstep: Class 26 contains 2951 members 
Mstep: Class 27 contains 9455 members 
Mstep: Class 28 contains 2322 members 
Mstep: Class 29 contains 25267 members 
Mstep: Class 30 contains 38862 members 
Mstep: Class 31 contains 4821 members 
Mstep: Class 32 contains 23797 members 
Mstep: Class 33 contains 12589 members 
Mstep: Class 34 contains 6264 members 
Mstep: Class 35 contains 4165 members 
Mstep: Class 36 contains 2378 members 
Mstep: Class 37 contains 17601 members 
Mstep: Class 38 contains 8608 members 
Mstep: Class 39 contains 4553 members 
Mstep: Class 40 contains 14645 members 
Mstep: Class 41 contains 10635 members 
Mstep: Class 42 contains 12185 members 
Mstep: Class 43 contains 144286 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100303944.000000 Penalty: 95154.578125
Iteration 133Q: 44 clusters Score -1.003039e+08 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 8900 members 
Mstep: Class 3 contains 101212 members 
Mstep: Class 4 contains 10463 members 
Mstep: Class 5 contains 2252 members 
Mstep: Class 6 contains 34495 members 
Mstep: Class 7 contains 15971 members 
Mstep: Class 8 contains 8116 members 
Mstep: Class 9 contains 18303 members 
Mstep: Class 10 contains 26692 members 
Mstep: Class 11 contains 6404 members 
Mstep: Class 12 contains 3231 members 
Mstep: Class 13 contains 18037 members 
Mstep: Class 14 contains 38298 members 
Mstep: Class 15 contains 43305 members 
Mstep: Class 16 contains 3809 members 
Mstep: Class 17 contains 5924 members 
Mstep: Class 18 contains 47656 members 
Mstep: Class 19 contains 3279 members 
Mstep: Class 20 contains 2938 members 
Mstep: Class 21 contains 1101 members 
Mstep: Class 22 contains 3332 members 
Mstep: Class 23 contains 45021 members 
Mstep: Class 24 contains 13191 members 
Mstep: Class 25 contains 12662 members 
Mstep: Class 26 contains 2952 members 
Mstep: Class 27 contains 9463 members 
Mstep: Class 28 contains 2322 members 
Mstep: Class 29 contains 25292 members 
Mstep: Class 30 contains 38861 members 
Mstep: Class 31 contains 4826 members 
Mstep: Class 32 contains 23800 members 
Mstep: Class 33 contains 12589 members 
Mstep: Class 34 contains 6261 members 
Mstep: Class 35 contains 4185 members 
Mstep: Class 36 contains 2379 members 
Mstep: Class 37 contains 17605 members 
Mstep: Class 38 contains 8610 members 
Mstep: Class 39 contains 4572 members 
Mstep: Class 40 contains 14646 members 
Mstep: Class 41 contains 10638 members 
Mstep: Class 42 contains 12259 members 
Mstep: Class 43 contains 144271 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100303864.000000 Penalty: 95154.578125
Iteration 134Q: 44 clusters Score -1.003039e+08 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 8901 members 
Mstep: Class 3 contains 101218 members 
Mstep: Class 4 contains 10463 members 
Mstep: Class 5 contains 2251 members 
Mstep: Class 6 contains 34496 members 
Mstep: Class 7 contains 15939 members 
Mstep: Class 8 contains 8116 members 
Mstep: Class 9 contains 18298 members 
Mstep: Class 10 contains 26694 members 
Mstep: Class 11 contains 6419 members 
Mstep: Class 12 contains 3231 members 
Mstep: Class 13 contains 18035 members 
Mstep: Class 14 contains 38276 members 
Mstep: Class 15 contains 43235 members 
Mstep: Class 16 contains 3809 members 
Mstep: Class 17 contains 5914 members 
Mstep: Class 18 contains 47649 members 
Mstep: Class 19 contains 3281 members 
Mstep: Class 20 contains 2939 members 
Mstep: Class 21 contains 1101 members 
Mstep: Class 22 contains 3332 members 
Mstep: Class 23 contains 45000 members 
Mstep: Class 24 contains 13195 members 
Mstep: Class 25 contains 12662 members 
Mstep: Class 26 contains 2952 members 
Mstep: Class 27 contains 9467 members 
Mstep: Class 28 contains 2322 members 
Mstep: Class 29 contains 25312 members 
Mstep: Class 30 contains 38875 members 
Mstep: Class 31 contains 4832 members 
Mstep: Class 32 contains 23799 members 
Mstep: Class 33 contains 12593 members 
Mstep: Class 34 contains 6260 members 
Mstep: Class 35 contains 4203 members 
Mstep: Class 36 contains 2378 members 
Mstep: Class 37 contains 17609 members 
Mstep: Class 38 contains 8611 members 
Mstep: Class 39 contains 4591 members 
Mstep: Class 40 contains 14645 members 
Mstep: Class 41 contains 10639 members 
Mstep: Class 42 contains 12325 members 
Mstep: Class 43 contains 144256 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100303896.000000 Penalty: 95154.578125
Iteration 135Q: 44 clusters Score -1.003039e+08 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 8901 members 
Mstep: Class 3 contains 101223 members 
Mstep: Class 4 contains 10463 members 
Mstep: Class 5 contains 2251 members 
Mstep: Class 6 contains 34494 members 
Mstep: Class 7 contains 15912 members 
Mstep: Class 8 contains 8116 members 
Mstep: Class 9 contains 18290 members 
Mstep: Class 10 contains 26706 members 
Mstep: Class 11 contains 6428 members 
Mstep: Class 12 contains 3231 members 
Mstep: Class 13 contains 18028 members 
Mstep: Class 14 contains 38257 members 
Mstep: Class 15 contains 43168 members 
Mstep: Class 16 contains 3810 members 
Mstep: Class 17 contains 5904 members 
Mstep: Class 18 contains 47645 members 
Mstep: Class 19 contains 3288 members 
Mstep: Class 20 contains 2937 members 
Mstep: Class 21 contains 1101 members 
Mstep: Class 22 contains 3332 members 
Mstep: Class 23 contains 44977 members 
Mstep: Class 24 contains 13198 members 
Mstep: Class 25 contains 12662 members 
Mstep: Class 26 contains 2952 members 
Mstep: Class 27 contains 9465 members 
Mstep: Class 28 contains 2322 members 
Mstep: Class 29 contains 25332 members 
Mstep: Class 30 contains 38881 members 
Mstep: Class 31 contains 4842 members 
Mstep: Class 32 contains 23796 members 
Mstep: Class 33 contains 12601 members 
Mstep: Class 34 contains 6258 members 
Mstep: Class 35 contains 4226 members 
Mstep: Class 36 contains 2378 members 
Mstep: Class 37 contains 17611 members 
Mstep: Class 38 contains 8612 members 
Mstep: Class 39 contains 4612 members 
Mstep: Class 40 contains 14645 members 
Mstep: Class 41 contains 10641 members 
Mstep: Class 42 contains 12385 members 
Mstep: Class 43 contains 144242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100303920.000000 Penalty: 95154.578125
Iteration 136Q: 44 clusters Score -1.003039e+08 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 8901 members 
Mstep: Class 3 contains 101234 members 
Mstep: Class 4 contains 10463 members 
Mstep: Class 5 contains 2252 members 
Mstep: Class 6 contains 34490 members 
Mstep: Class 7 contains 15891 members 
Mstep: Class 8 contains 8116 members 
Mstep: Class 9 contains 18281 members 
Mstep: Class 10 contains 26727 members 
Mstep: Class 11 contains 6433 members 
Mstep: Class 12 contains 3231 members 
Mstep: Class 13 contains 18014 members 
Mstep: Class 14 contains 38239 members 
Mstep: Class 15 contains 43107 members 
Mstep: Class 16 contains 3812 members 
Mstep: Class 17 contains 5900 members 
Mstep: Class 18 contains 47642 members 
Mstep: Class 19 contains 3291 members 
Mstep: Class 20 contains 2939 members 
Mstep: Class 21 contains 1101 members 
Mstep: Class 22 contains 3332 members 
Mstep: Class 23 contains 44956 members 
Mstep: Class 24 contains 13199 members 
Mstep: Class 25 contains 12662 members 
Mstep: Class 26 contains 2952 members 
Mstep: Class 27 contains 9465 members 
Mstep: Class 28 contains 2323 members 
Mstep: Class 29 contains 25349 members 
Mstep: Class 30 contains 38866 members 
Mstep: Class 31 contains 4843 members 
Mstep: Class 32 contains 23797 members 
Mstep: Class 33 contains 12609 members 
Mstep: Class 34 contains 6256 members 
Mstep: Class 35 contains 4236 members 
Mstep: Class 36 contains 2378 members 
Mstep: Class 37 contains 17615 members 
Mstep: Class 38 contains 8612 members 
Mstep: Class 39 contains 4634 members 
Mstep: Class 40 contains 14645 members 
Mstep: Class 41 contains 10643 members 
Mstep: Class 42 contains 12457 members 
Mstep: Class 43 contains 144230 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100303896.000000 Penalty: 95154.578125
Iteration 137Q: 44 clusters Score -1.003039e+08 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 8900 members 
Mstep: Class 3 contains 101244 members 
Mstep: Class 4 contains 10463 members 
Mstep: Class 5 contains 2252 members 
Mstep: Class 6 contains 34488 members 
Mstep: Class 7 contains 15859 members 
Mstep: Class 8 contains 8116 members 
Mstep: Class 9 contains 18278 members 
Mstep: Class 10 contains 26755 members 
Mstep: Class 11 contains 6435 members 
Mstep: Class 12 contains 3231 members 
Mstep: Class 13 contains 18010 members 
Mstep: Class 14 contains 38216 members 
Mstep: Class 15 contains 43051 members 
Mstep: Class 16 contains 3809 members 
Mstep: Class 17 contains 5891 members 
Mstep: Class 18 contains 47638 members 
Mstep: Class 19 contains 3291 members 
Mstep: Class 20 contains 2944 members 
Mstep: Class 21 contains 1101 members 
Mstep: Class 22 contains 3331 members 
Mstep: Class 23 contains 44933 members 
Mstep: Class 24 contains 13199 members 
Mstep: Class 25 contains 12662 members 
Mstep: Class 26 contains 2953 members 
Mstep: Class 27 contains 9463 members 
Mstep: Class 28 contains 2323 members 
Mstep: Class 29 contains 25369 members 
Mstep: Class 30 contains 38855 members 
Mstep: Class 31 contains 4847 members 
Mstep: Class 32 contains 23797 members 
Mstep: Class 33 contains 12611 members 
Mstep: Class 34 contains 6257 members 
Mstep: Class 35 contains 4246 members 
Mstep: Class 36 contains 2378 members 
Mstep: Class 37 contains 17617 members 
Mstep: Class 38 contains 8611 members 
Mstep: Class 39 contains 4651 members 
Mstep: Class 40 contains 14645 members 
Mstep: Class 41 contains 10644 members 
Mstep: Class 42 contains 12531 members 
Mstep: Class 43 contains 144229 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100303888.000000 Penalty: 95154.578125
Iteration 138Q: 44 clusters Score -1.003039e+08 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 8900 members 
Mstep: Class 3 contains 101254 members 
Mstep: Class 4 contains 10465 members 
Mstep: Class 5 contains 2252 members 
Mstep: Class 6 contains 34486 members 
Mstep: Class 7 contains 15838 members 
Mstep: Class 8 contains 8116 members 
Mstep: Class 9 contains 18276 members 
Mstep: Class 10 contains 26785 members 
Mstep: Class 11 contains 6434 members 
Mstep: Class 12 contains 3231 members 
Mstep: Class 13 contains 18010 members 
Mstep: Class 14 contains 38210 members 
Mstep: Class 15 contains 43003 members 
Mstep: Class 16 contains 3809 members 
Mstep: Class 17 contains 5887 members 
Mstep: Class 18 contains 47632 members 
Mstep: Class 19 contains 3293 members 
Mstep: Class 20 contains 2951 members 
Mstep: Class 21 contains 1101 members 
Mstep: Class 22 contains 3330 members 
Mstep: Class 23 contains 44901 members 
Mstep: Class 24 contains 13198 members 
Mstep: Class 25 contains 12662 members 
Mstep: Class 26 contains 2956 members 
Mstep: Class 27 contains 9462 members 
Mstep: Class 28 contains 2323 members 
Mstep: Class 29 contains 25374 members 
Mstep: Class 30 contains 38821 members 
Mstep: Class 31 contains 4840 members 
Mstep: Class 32 contains 23794 members 
Mstep: Class 33 contains 12620 members 
Mstep: Class 34 contains 6255 members 
Mstep: Class 35 contains 4256 members 
Mstep: Class 36 contains 2378 members 
Mstep: Class 37 contains 17616 members 
Mstep: Class 38 contains 8611 members 
Mstep: Class 39 contains 4670 members 
Mstep: Class 40 contains 14647 members 
Mstep: Class 41 contains 10645 members 
Mstep: Class 42 contains 12596 members 
Mstep: Class 43 contains 144236 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100303840.000000 Penalty: 95154.578125
Iteration 139Q: 44 clusters Score -1.003038e+08 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 8900 members 
Mstep: Class 3 contains 101261 members 
Mstep: Class 4 contains 10466 members 
Mstep: Class 5 contains 2252 members 
Mstep: Class 6 contains 34480 members 
Mstep: Class 7 contains 15815 members 
Mstep: Class 8 contains 8117 members 
Mstep: Class 9 contains 18272 members 
Mstep: Class 10 contains 26819 members 
Mstep: Class 11 contains 6434 members 
Mstep: Class 12 contains 3231 members 
Mstep: Class 13 contains 18003 members 
Mstep: Class 14 contains 38195 members 
Mstep: Class 15 contains 42949 members 
Mstep: Class 16 contains 3810 members 
Mstep: Class 17 contains 5885 members 
Mstep: Class 18 contains 47630 members 
Mstep: Class 19 contains 3295 members 
Mstep: Class 20 contains 2953 members 
Mstep: Class 21 contains 1101 members 
Mstep: Class 22 contains 3330 members 
Mstep: Class 23 contains 44874 members 
Mstep: Class 24 contains 13199 members 
Mstep: Class 25 contains 12662 members 
Mstep: Class 26 contains 2960 members 
Mstep: Class 27 contains 9461 members 
Mstep: Class 28 contains 2323 members 
Mstep: Class 29 contains 25386 members 
Mstep: Class 30 contains 38797 members 
Mstep: Class 31 contains 4833 members 
Mstep: Class 32 contains 23794 members 
Mstep: Class 33 contains 12634 members 
Mstep: Class 34 contains 6253 members 
Mstep: Class 35 contains 4267 members 
Mstep: Class 36 contains 2378 members 
Mstep: Class 37 contains 17615 members 
Mstep: Class 38 contains 8614 members 
Mstep: Class 39 contains 4693 members 
Mstep: Class 40 contains 14647 members 
Mstep: Class 41 contains 10645 members 
Mstep: Class 42 contains 12650 members 
Mstep: Class 43 contains 144241 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100303816.000000 Penalty: 95154.578125
Iteration 140F: 44 clusters Score -1.003038e+08 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 8900 members 
Mstep: Class 3 contains 101265 members 
Mstep: Class 4 contains 10466 members 
Mstep: Class 5 contains 2252 members 
Mstep: Class 6 contains 34474 members 
Mstep: Class 7 contains 15796 members 
Mstep: Class 8 contains 8117 members 
Mstep: Class 9 contains 18268 members 
Mstep: Class 10 contains 26845 members 
Mstep: Class 11 contains 6436 members 
Mstep: Class 12 contains 3231 members 
Mstep: Class 13 contains 17999 members 
Mstep: Class 14 contains 38180 members 
Mstep: Class 15 contains 42897 members 
Mstep: Class 16 contains 3811 members 
Mstep: Class 17 contains 5876 members 
Mstep: Class 18 contains 47627 members 
Mstep: Class 19 contains 3297 members 
Mstep: Class 20 contains 2957 members 
Mstep: Class 21 contains 1101 members 
Mstep: Class 22 contains 3330 members 
Mstep: Class 23 contains 44849 members 
Mstep: Class 24 contains 13200 members 
Mstep: Class 25 contains 12662 members 
Mstep: Class 26 contains 2960 members 
Mstep: Class 27 contains 9464 members 
Mstep: Class 28 contains 2323 members 
Mstep: Class 29 contains 25406 members 
Mstep: Class 30 contains 38793 members 
Mstep: Class 31 contains 4837 members 
Mstep: Class 32 contains 23792 members 
Mstep: Class 33 contains 12638 members 
Mstep: Class 34 contains 6252 members 
Mstep: Class 35 contains 4285 members 
Mstep: Class 36 contains 2378 members 
Mstep: Class 37 contains 17615 members 
Mstep: Class 38 contains 8615 members 
Mstep: Class 39 contains 4709 members 
Mstep: Class 40 contains 14647 members 
Mstep: Class 41 contains 10645 members 
Mstep: Class 42 contains 12698 members 
Mstep: Class 43 contains 144231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100303792.000000 Penalty: 95154.578125
Iteration 141Q: 44 clusters Score -1.003038e+08 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 8899 members 
Mstep: Class 3 contains 101273 members 
Mstep: Class 4 contains 10466 members 
Mstep: Class 5 contains 2250 members 
Mstep: Class 6 contains 34467 members 
Mstep: Class 7 contains 15784 members 
Mstep: Class 8 contains 8117 members 
Mstep: Class 9 contains 18264 members 
Mstep: Class 10 contains 26860 members 
Mstep: Class 11 contains 6444 members 
Mstep: Class 12 contains 3231 members 
Mstep: Class 13 contains 17999 members 
Mstep: Class 14 contains 38165 members 
Mstep: Class 15 contains 42845 members 
Mstep: Class 16 contains 3811 members 
Mstep: Class 17 contains 5868 members 
Mstep: Class 18 contains 47626 members 
Mstep: Class 19 contains 3301 members 
Mstep: Class 20 contains 2960 members 
Mstep: Class 21 contains 1101 members 
Mstep: Class 22 contains 3332 members 
Mstep: Class 23 contains 44822 members 
Mstep: Class 24 contains 13201 members 
Mstep: Class 25 contains 12662 members 
Mstep: Class 26 contains 2962 members 
Mstep: Class 27 contains 9466 members 
Mstep: Class 28 contains 2323 members 
Mstep: Class 29 contains 25423 members 
Mstep: Class 30 contains 38770 members 
Mstep: Class 31 contains 4838 members 
Mstep: Class 32 contains 23789 members 
Mstep: Class 33 contains 12644 members 
Mstep: Class 34 contains 6250 members 
Mstep: Class 35 contains 4299 members 
Mstep: Class 36 contains 2378 members 
Mstep: Class 37 contains 17615 members 
Mstep: Class 38 contains 8615 members 
Mstep: Class 39 contains 4726 members 
Mstep: Class 40 contains 14647 members 
Mstep: Class 41 contains 10645 members 
Mstep: Class 42 contains 12756 members 
Mstep: Class 43 contains 144230 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100303840.000000 Penalty: 95154.578125
Iteration 142Q: 44 clusters Score -1.003038e+08 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 8899 members 
Mstep: Class 3 contains 101275 members 
Mstep: Class 4 contains 10466 members 
Mstep: Class 5 contains 2249 members 
Mstep: Class 6 contains 34460 members 
Mstep: Class 7 contains 15770 members 
Mstep: Class 8 contains 8117 members 
Mstep: Class 9 contains 18259 members 
Mstep: Class 10 contains 26872 members 
Mstep: Class 11 contains 6453 members 
Mstep: Class 12 contains 3231 members 
Mstep: Class 13 contains 17992 members 
Mstep: Class 14 contains 38155 members 
Mstep: Class 15 contains 42803 members 
Mstep: Class 16 contains 3811 members 
Mstep: Class 17 contains 5858 members 
Mstep: Class 18 contains 47622 members 
Mstep: Class 19 contains 3306 members 
Mstep: Class 20 contains 2961 members 
Mstep: Class 21 contains 1101 members 
Mstep: Class 22 contains 3333 members 
Mstep: Class 23 contains 44809 members 
Mstep: Class 24 contains 13203 members 
Mstep: Class 25 contains 12662 members 
Mstep: Class 26 contains 2961 members 
Mstep: Class 27 contains 9470 members 
Mstep: Class 28 contains 2323 members 
Mstep: Class 29 contains 25432 members 
Mstep: Class 30 contains 38763 members 
Mstep: Class 31 contains 4842 members 
Mstep: Class 32 contains 23790 members 
Mstep: Class 33 contains 12653 members 
Mstep: Class 34 contains 6250 members 
Mstep: Class 35 contains 4303 members 
Mstep: Class 36 contains 2378 members 
Mstep: Class 37 contains 17616 members 
Mstep: Class 38 contains 8615 members 
Mstep: Class 39 contains 4741 members 
Mstep: Class 40 contains 14647 members 
Mstep: Class 41 contains 10646 members 
Mstep: Class 42 contains 12795 members 
Mstep: Class 43 contains 144232 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100303888.000000 Penalty: 95154.578125
Iteration 143Q: 44 clusters Score -1.003039e+08 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 8898 members 
Mstep: Class 3 contains 101278 members 
Mstep: Class 4 contains 10467 members 
Mstep: Class 5 contains 2249 members 
Mstep: Class 6 contains 34453 members 
Mstep: Class 7 contains 15753 members 
Mstep: Class 8 contains 8117 members 
Mstep: Class 9 contains 18255 members 
Mstep: Class 10 contains 26884 members 
Mstep: Class 11 contains 6455 members 
Mstep: Class 12 contains 3231 members 
Mstep: Class 13 contains 17989 members 
Mstep: Class 14 contains 38150 members 
Mstep: Class 15 contains 42771 members 
Mstep: Class 16 contains 3811 members 
Mstep: Class 17 contains 5852 members 
Mstep: Class 18 contains 47620 members 
Mstep: Class 19 contains 3308 members 
Mstep: Class 20 contains 2965 members 
Mstep: Class 21 contains 1101 members 
Mstep: Class 22 contains 3336 members 
Mstep: Class 23 contains 44796 members 
Mstep: Class 24 contains 13205 members 
Mstep: Class 25 contains 12662 members 
Mstep: Class 26 contains 2961 members 
Mstep: Class 27 contains 9473 members 
Mstep: Class 28 contains 2323 members 
Mstep: Class 29 contains 25442 members 
Mstep: Class 30 contains 38755 members 
Mstep: Class 31 contains 4845 members 
Mstep: Class 32 contains 23788 members 
Mstep: Class 33 contains 12653 members 
Mstep: Class 34 contains 6250 members 
Mstep: Class 35 contains 4306 members 
Mstep: Class 36 contains 2378 members 
Mstep: Class 37 contains 17615 members 
Mstep: Class 38 contains 8615 members 
Mstep: Class 39 contains 4758 members 
Mstep: Class 40 contains 14648 members 
Mstep: Class 41 contains 10645 members 
Mstep: Class 42 contains 12827 members 
Mstep: Class 43 contains 144236 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100303912.000000 Penalty: 95154.578125
Iteration 144Q: 44 clusters Score -1.003039e+08 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 8898 members 
Mstep: Class 3 contains 101275 members 
Mstep: Class 4 contains 10468 members 
Mstep: Class 5 contains 2249 members 
Mstep: Class 6 contains 34446 members 
Mstep: Class 7 contains 15743 members 
Mstep: Class 8 contains 8118 members 
Mstep: Class 9 contains 18253 members 
Mstep: Class 10 contains 26892 members 
Mstep: Class 11 contains 6448 members 
Mstep: Class 12 contains 3231 members 
Mstep: Class 13 contains 17989 members 
Mstep: Class 14 contains 38149 members 
Mstep: Class 15 contains 42753 members 
Mstep: Class 16 contains 3810 members 
Mstep: Class 17 contains 5847 members 
Mstep: Class 18 contains 47619 members 
Mstep: Class 19 contains 3309 members 
Mstep: Class 20 contains 2966 members 
Mstep: Class 21 contains 1101 members 
Mstep: Class 22 contains 3337 members 
Mstep: Class 23 contains 44786 members 
Mstep: Class 24 contains 13207 members 
Mstep: Class 25 contains 12662 members 
Mstep: Class 26 contains 2962 members 
Mstep: Class 27 contains 9475 members 
Mstep: Class 28 contains 2323 members 
Mstep: Class 29 contains 25448 members 
Mstep: Class 30 contains 38723 members 
Mstep: Class 31 contains 4853 members 
Mstep: Class 32 contains 23786 members 
Mstep: Class 33 contains 12655 members 
Mstep: Class 34 contains 6250 members 
Mstep: Class 35 contains 4311 members 
Mstep: Class 36 contains 2378 members 
Mstep: Class 37 contains 17615 members 
Mstep: Class 38 contains 8613 members 
Mstep: Class 39 contains 4782 members 
Mstep: Class 40 contains 14647 members 
Mstep: Class 41 contains 10644 members 
Mstep: Class 42 contains 12867 members 
Mstep: Class 43 contains 144236 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100304040.000000 Penalty: 95154.578125
Iteration 145Q: 44 clusters Score -1.00304e+08 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 8898 members 
Mstep: Class 3 contains 101281 members 
Mstep: Class 4 contains 10468 members 
Mstep: Class 5 contains 2249 members 
Mstep: Class 6 contains 34442 members 
Mstep: Class 7 contains 15728 members 
Mstep: Class 8 contains 8116 members 
Mstep: Class 9 contains 18252 members 
Mstep: Class 10 contains 26916 members 
Mstep: Class 11 contains 6442 members 
Mstep: Class 12 contains 3231 members 
Mstep: Class 13 contains 17984 members 
Mstep: Class 14 contains 38150 members 
Mstep: Class 15 contains 42723 members 
Mstep: Class 16 contains 3810 members 
Mstep: Class 17 contains 5841 members 
Mstep: Class 18 contains 47619 members 
Mstep: Class 19 contains 3309 members 
Mstep: Class 20 contains 2973 members 
Mstep: Class 21 contains 1101 members 
Mstep: Class 22 contains 3338 members 
Mstep: Class 23 contains 44776 members 
Mstep: Class 24 contains 13209 members 
Mstep: Class 25 contains 12662 members 
Mstep: Class 26 contains 2963 members 
Mstep: Class 27 contains 9473 members 
Mstep: Class 28 contains 2323 members 
Mstep: Class 29 contains 25446 members 
Mstep: Class 30 contains 38708 members 
Mstep: Class 31 contains 4860 members 
Mstep: Class 32 contains 23787 members 
Mstep: Class 33 contains 12651 members 
Mstep: Class 34 contains 6251 members 
Mstep: Class 35 contains 4316 members 
Mstep: Class 36 contains 2378 members 
Mstep: Class 37 contains 17616 members 
Mstep: Class 38 contains 8613 members 
Mstep: Class 39 contains 4806 members 
Mstep: Class 40 contains 14647 members 
Mstep: Class 41 contains 10644 members 
Mstep: Class 42 contains 12895 members 
Mstep: Class 43 contains 144229 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100304008.000000 Penalty: 95154.578125
Iteration 146Q: 44 clusters Score -1.00304e+08 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 8898 members 
Mstep: Class 3 contains 101280 members 
Mstep: Class 4 contains 10468 members 
Mstep: Class 5 contains 2248 members 
Mstep: Class 6 contains 34440 members 
Mstep: Class 7 contains 15709 members 
Mstep: Class 8 contains 8114 members 
Mstep: Class 9 contains 18250 members 
Mstep: Class 10 contains 26939 members 
Mstep: Class 11 contains 6439 members 
Mstep: Class 12 contains 3231 members 
Mstep: Class 13 contains 17981 members 
Mstep: Class 14 contains 38149 members 
Mstep: Class 15 contains 42697 members 
Mstep: Class 16 contains 3810 members 
Mstep: Class 17 contains 5832 members 
Mstep: Class 18 contains 47619 members 
Mstep: Class 19 contains 3309 members 
Mstep: Class 20 contains 2977 members 
Mstep: Class 21 contains 1101 members 
Mstep: Class 22 contains 3339 members 
Mstep: Class 23 contains 44754 members 
Mstep: Class 24 contains 13211 members 
Mstep: Class 25 contains 12662 members 
Mstep: Class 26 contains 2965 members 
Mstep: Class 27 contains 9473 members 
Mstep: Class 28 contains 2323 members 
Mstep: Class 29 contains 25451 members 
Mstep: Class 30 contains 38713 members 
Mstep: Class 31 contains 4854 members 
Mstep: Class 32 contains 23787 members 
Mstep: Class 33 contains 12659 members 
Mstep: Class 34 contains 6250 members 
Mstep: Class 35 contains 4323 members 
Mstep: Class 36 contains 2378 members 
Mstep: Class 37 contains 17619 members 
Mstep: Class 38 contains 8613 members 
Mstep: Class 39 contains 4835 members 
Mstep: Class 40 contains 14648 members 
Mstep: Class 41 contains 10644 members 
Mstep: Class 42 contains 12907 members 
Mstep: Class 43 contains 144225 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100304144.000000 Penalty: 95154.578125
Iteration 147Q: 44 clusters Score -1.003041e+08 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 8899 members 
Mstep: Class 3 contains 101285 members 
Mstep: Class 4 contains 10468 members 
Mstep: Class 5 contains 2248 members 
Mstep: Class 6 contains 34436 members 
Mstep: Class 7 contains 15683 members 
Mstep: Class 8 contains 8113 members 
Mstep: Class 9 contains 18249 members 
Mstep: Class 10 contains 26960 members 
Mstep: Class 11 contains 6443 members 
Mstep: Class 12 contains 3231 members 
Mstep: Class 13 contains 17982 members 
Mstep: Class 14 contains 38150 members 
Mstep: Class 15 contains 42664 members 
Mstep: Class 16 contains 3810 members 
Mstep: Class 17 contains 5829 members 
Mstep: Class 18 contains 47617 members 
Mstep: Class 19 contains 3309 members 
Mstep: Class 20 contains 2983 members 
Mstep: Class 21 contains 1101 members 
Mstep: Class 22 contains 3339 members 
Mstep: Class 23 contains 44734 members 
Mstep: Class 24 contains 13212 members 
Mstep: Class 25 contains 12662 members 
Mstep: Class 26 contains 2966 members 
Mstep: Class 27 contains 9477 members 
Mstep: Class 28 contains 2323 members 
Mstep: Class 29 contains 25455 members 
Mstep: Class 30 contains 38725 members 
Mstep: Class 31 contains 4854 members 
Mstep: Class 32 contains 23787 members 
Mstep: Class 33 contains 12659 members 
Mstep: Class 34 contains 6249 members 
Mstep: Class 35 contains 4328 members 
Mstep: Class 36 contains 2378 members 
Mstep: Class 37 contains 17621 members 
Mstep: Class 38 contains 8611 members 
Mstep: Class 39 contains 4849 members 
Mstep: Class 40 contains 14647 members 
Mstep: Class 41 contains 10646 members 
Mstep: Class 42 contains 12922 members 
Mstep: Class 43 contains 144220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100304096.000000 Penalty: 95154.578125
Iteration 148Q: 44 clusters Score -1.003041e+08 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 8899 members 
Mstep: Class 3 contains 101289 members 
Mstep: Class 4 contains 10469 members 
Mstep: Class 5 contains 2248 members 
Mstep: Class 6 contains 34431 members 
Mstep: Class 7 contains 15664 members 
Mstep: Class 8 contains 8113 members 
Mstep: Class 9 contains 18248 members 
Mstep: Class 10 contains 26989 members 
Mstep: Class 11 contains 6445 members 
Mstep: Class 12 contains 3231 members 
Mstep: Class 13 contains 17980 members 
Mstep: Class 14 contains 38148 members 
Mstep: Class 15 contains 42641 members 
Mstep: Class 16 contains 3810 members 
Mstep: Class 17 contains 5824 members 
Mstep: Class 18 contains 47615 members 
Mstep: Class 19 contains 3309 members 
Mstep: Class 20 contains 2989 members 
Mstep: Class 21 contains 1101 members 
Mstep: Class 22 contains 3339 members 
Mstep: Class 23 contains 44707 members 
Mstep: Class 24 contains 13213 members 
Mstep: Class 25 contains 12662 members 
Mstep: Class 26 contains 2968 members 
Mstep: Class 27 contains 9475 members 
Mstep: Class 28 contains 2323 members 
Mstep: Class 29 contains 25465 members 
Mstep: Class 30 contains 38734 members 
Mstep: Class 31 contains 4856 members 
Mstep: Class 32 contains 23786 members 
Mstep: Class 33 contains 12661 members 
Mstep: Class 34 contains 6249 members 
Mstep: Class 35 contains 4333 members 
Mstep: Class 36 contains 2378 members 
Mstep: Class 37 contains 17621 members 
Mstep: Class 38 contains 8611 members 
Mstep: Class 39 contains 4866 members 
Mstep: Class 40 contains 14647 members 
Mstep: Class 41 contains 10646 members 
Mstep: Class 42 contains 12927 members 
Mstep: Class 43 contains 144214 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100304128.000000 Penalty: 95154.578125
Iteration 149Q: 44 clusters Score -1.003041e+08 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 8899 members 
Mstep: Class 3 contains 101291 members 
Mstep: Class 4 contains 10469 members 
Mstep: Class 5 contains 2248 members 
Mstep: Class 6 contains 34425 members 
Mstep: Class 7 contains 15650 members 
Mstep: Class 8 contains 8113 members 
Mstep: Class 9 contains 18243 members 
Mstep: Class 10 contains 27013 members 
Mstep: Class 11 contains 6447 members 
Mstep: Class 12 contains 3231 members 
Mstep: Class 13 contains 17980 members 
Mstep: Class 14 contains 38143 members 
Mstep: Class 15 contains 42617 members 
Mstep: Class 16 contains 3810 members 
Mstep: Class 17 contains 5818 members 
Mstep: Class 18 contains 47612 members 
Mstep: Class 19 contains 3309 members 
Mstep: Class 20 contains 2992 members 
Mstep: Class 21 contains 1101 members 
Mstep: Class 22 contains 3339 members 
Mstep: Class 23 contains 44679 members 
Mstep: Class 24 contains 13215 members 
Mstep: Class 25 contains 12662 members 
Mstep: Class 26 contains 2971 members 
Mstep: Class 27 contains 9476 members 
Mstep: Class 28 contains 2324 members 
Mstep: Class 29 contains 25476 members 
Mstep: Class 30 contains 38745 members 
Mstep: Class 31 contains 4858 members 
Mstep: Class 32 contains 23784 members 
Mstep: Class 33 contains 12663 members 
Mstep: Class 34 contains 6252 members 
Mstep: Class 35 contains 4339 members 
Mstep: Class 36 contains 2378 members 
Mstep: Class 37 contains 17621 members 
Mstep: Class 38 contains 8612 members 
Mstep: Class 39 contains 4876 members 
Mstep: Class 40 contains 14647 members 
Mstep: Class 41 contains 10646 members 
Mstep: Class 42 contains 12939 members 
Mstep: Class 43 contains 144211 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100304104.000000 Penalty: 95154.578125
Iteration 150Q: 44 clusters Score -1.003041e+08 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 8899 members 
Mstep: Class 3 contains 101302 members 
Mstep: Class 4 contains 10469 members 
Mstep: Class 5 contains 2248 members 
Mstep: Class 6 contains 34422 members 
Mstep: Class 7 contains 15638 members 
Mstep: Class 8 contains 8114 members 
Mstep: Class 9 contains 18241 members 
Mstep: Class 10 contains 27011 members 
Mstep: Class 11 contains 6449 members 
Mstep: Class 12 contains 3231 members 
Mstep: Class 13 contains 17981 members 
Mstep: Class 14 contains 38139 members 
Mstep: Class 15 contains 42591 members 
Mstep: Class 16 contains 3809 members 
Mstep: Class 17 contains 5814 members 
Mstep: Class 18 contains 47605 members 
Mstep: Class 19 contains 3309 members 
Mstep: Class 20 contains 2995 members 
Mstep: Class 21 contains 1101 members 
Mstep: Class 22 contains 3339 members 
Mstep: Class 23 contains 44660 members 
Mstep: Class 24 contains 13217 members 
Mstep: Class 25 contains 12662 members 
Mstep: Class 26 contains 2975 members 
Mstep: Class 27 contains 9480 members 
Mstep: Class 28 contains 2323 members 
Mstep: Class 29 contains 25491 members 
Mstep: Class 30 contains 38762 members 
Mstep: Class 31 contains 4860 members 
Mstep: Class 32 contains 23787 members 
Mstep: Class 33 contains 12664 members 
Mstep: Class 34 contains 6255 members 
Mstep: Class 35 contains 4343 members 
Mstep: Class 36 contains 2378 members 
Mstep: Class 37 contains 17618 members 
Mstep: Class 38 contains 8609 members 
Mstep: Class 39 contains 4883 members 
Mstep: Class 40 contains 14646 members 
Mstep: Class 41 contains 10646 members 
Mstep: Class 42 contains 12955 members 
Mstep: Class 43 contains 144203 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100303992.000000 Penalty: 95154.578125
Iteration 151Q: 44 clusters Score -1.00304e+08 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 8899 members 
Mstep: Class 3 contains 101315 members 
Mstep: Class 4 contains 10469 members 
Mstep: Class 5 contains 2248 members 
Mstep: Class 6 contains 34414 members 
Mstep: Class 7 contains 15623 members 
Mstep: Class 8 contains 8114 members 
Mstep: Class 9 contains 18240 members 
Mstep: Class 10 contains 27017 members 
Mstep: Class 11 contains 6453 members 
Mstep: Class 12 contains 3231 members 
Mstep: Class 13 contains 17972 members 
Mstep: Class 14 contains 38138 members 
Mstep: Class 15 contains 42563 members 
Mstep: Class 16 contains 3808 members 
Mstep: Class 17 contains 5812 members 
Mstep: Class 18 contains 47600 members 
Mstep: Class 19 contains 3309 members 
Mstep: Class 20 contains 2997 members 
Mstep: Class 21 contains 1101 members 
Mstep: Class 22 contains 3339 members 
Mstep: Class 23 contains 44640 members 
Mstep: Class 24 contains 13218 members 
Mstep: Class 25 contains 12662 members 
Mstep: Class 26 contains 2980 members 
Mstep: Class 27 contains 9484 members 
Mstep: Class 28 contains 2323 members 
Mstep: Class 29 contains 25502 members 
Mstep: Class 30 contains 38775 members 
Mstep: Class 31 contains 4865 members 
Mstep: Class 32 contains 23789 members 
Mstep: Class 33 contains 12665 members 
Mstep: Class 34 contains 6256 members 
Mstep: Class 35 contains 4346 members 
Mstep: Class 36 contains 2378 members 
Mstep: Class 37 contains 17617 members 
Mstep: Class 38 contains 8609 members 
Mstep: Class 39 contains 4886 members 
Mstep: Class 40 contains 14646 members 
Mstep: Class 41 contains 10646 members 
Mstep: Class 42 contains 12969 members 
Mstep: Class 43 contains 144206 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100304168.000000 Penalty: 95154.578125
Iteration 152Q: 44 clusters Score -1.003042e+08 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 8899 members 
Mstep: Class 3 contains 101325 members 
Mstep: Class 4 contains 10469 members 
Mstep: Class 5 contains 2248 members 
Mstep: Class 6 contains 34413 members 
Mstep: Class 7 contains 15603 members 
Mstep: Class 8 contains 8114 members 
Mstep: Class 9 contains 18240 members 
Mstep: Class 10 contains 27032 members 
Mstep: Class 11 contains 6456 members 
Mstep: Class 12 contains 3231 members 
Mstep: Class 13 contains 17969 members 
Mstep: Class 14 contains 38138 members 
Mstep: Class 15 contains 42532 members 
Mstep: Class 16 contains 3807 members 
Mstep: Class 17 contains 5810 members 
Mstep: Class 18 contains 47601 members 
Mstep: Class 19 contains 3309 members 
Mstep: Class 20 contains 2997 members 
Mstep: Class 21 contains 1101 members 
Mstep: Class 22 contains 3339 members 
Mstep: Class 23 contains 44616 members 
Mstep: Class 24 contains 13217 members 
Mstep: Class 25 contains 12662 members 
Mstep: Class 26 contains 2984 members 
Mstep: Class 27 contains 9486 members 
Mstep: Class 28 contains 2323 members 
Mstep: Class 29 contains 25509 members 
Mstep: Class 30 contains 38790 members 
Mstep: Class 31 contains 4863 members 
Mstep: Class 32 contains 23788 members 
Mstep: Class 33 contains 12671 members 
Mstep: Class 34 contains 6257 members 
Mstep: Class 35 contains 4350 members 
Mstep: Class 36 contains 2378 members 
Mstep: Class 37 contains 17619 members 
Mstep: Class 38 contains 8607 members 
Mstep: Class 39 contains 4890 members 
Mstep: Class 40 contains 14645 members 
Mstep: Class 41 contains 10647 members 
Mstep: Class 42 contains 12981 members 
Mstep: Class 43 contains 144208 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100304088.000000 Penalty: 95154.578125
Iteration 153Q: 44 clusters Score -1.003041e+08 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 8898 members 
Mstep: Class 3 contains 101334 members 
Mstep: Class 4 contains 10469 members 
Mstep: Class 5 contains 2248 members 
Mstep: Class 6 contains 34412 members 
Mstep: Class 7 contains 15587 members 
Mstep: Class 8 contains 8114 members 
Mstep: Class 9 contains 18241 members 
Mstep: Class 10 contains 27045 members 
Mstep: Class 11 contains 6459 members 
Mstep: Class 12 contains 3231 members 
Mstep: Class 13 contains 17962 members 
Mstep: Class 14 contains 38138 members 
Mstep: Class 15 contains 42510 members 
Mstep: Class 16 contains 3807 members 
Mstep: Class 17 contains 5808 members 
Mstep: Class 18 contains 47598 members 
Mstep: Class 19 contains 3310 members 
Mstep: Class 20 contains 2997 members 
Mstep: Class 21 contains 1101 members 
Mstep: Class 22 contains 3338 members 
Mstep: Class 23 contains 44592 members 
Mstep: Class 24 contains 13216 members 
Mstep: Class 25 contains 12662 members 
Mstep: Class 26 contains 2986 members 
Mstep: Class 27 contains 9490 members 
Mstep: Class 28 contains 2323 members 
Mstep: Class 29 contains 25516 members 
Mstep: Class 30 contains 38804 members 
Mstep: Class 31 contains 4860 members 
Mstep: Class 32 contains 23791 members 
Mstep: Class 33 contains 12676 members 
Mstep: Class 34 contains 6257 members 
Mstep: Class 35 contains 4357 members 
Mstep: Class 36 contains 2378 members 
Mstep: Class 37 contains 17620 members 
Mstep: Class 38 contains 8608 members 
Mstep: Class 39 contains 4895 members 
Mstep: Class 40 contains 14645 members 
Mstep: Class 41 contains 10647 members 
Mstep: Class 42 contains 12990 members 
Mstep: Class 43 contains 144204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100304216.000000 Penalty: 95154.578125
Iteration 154Q: 44 clusters Score -1.003042e+08 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 8898 members 
Mstep: Class 3 contains 101346 members 
Mstep: Class 4 contains 10469 members 
Mstep: Class 5 contains 2248 members 
Mstep: Class 6 contains 34408 members 
Mstep: Class 7 contains 15573 members 
Mstep: Class 8 contains 8114 members 
Mstep: Class 9 contains 18241 members 
Mstep: Class 10 contains 27059 members 
Mstep: Class 11 contains 6466 members 
Mstep: Class 12 contains 3231 members 
Mstep: Class 13 contains 17960 members 
Mstep: Class 14 contains 38140 members 
Mstep: Class 15 contains 42482 members 
Mstep: Class 16 contains 3806 members 
Mstep: Class 17 contains 5805 members 
Mstep: Class 18 contains 47597 members 
Mstep: Class 19 contains 3311 members 
Mstep: Class 20 contains 2997 members 
Mstep: Class 21 contains 1101 members 
Mstep: Class 22 contains 3337 members 
Mstep: Class 23 contains 44570 members 
Mstep: Class 24 contains 13216 members 
Mstep: Class 25 contains 12662 members 
Mstep: Class 26 contains 2986 members 
Mstep: Class 27 contains 9492 members 
Mstep: Class 28 contains 2323 members 
Mstep: Class 29 contains 25528 members 
Mstep: Class 30 contains 38807 members 
Mstep: Class 31 contains 4858 members 
Mstep: Class 32 contains 23791 members 
Mstep: Class 33 contains 12684 members 
Mstep: Class 34 contains 6256 members 
Mstep: Class 35 contains 4364 members 
Mstep: Class 36 contains 2378 members 
Mstep: Class 37 contains 17619 members 
Mstep: Class 38 contains 8606 members 
Mstep: Class 39 contains 4903 members 
Mstep: Class 40 contains 14645 members 
Mstep: Class 41 contains 10647 members 
Mstep: Class 42 contains 13003 members 
Mstep: Class 43 contains 144197 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100304136.000000 Penalty: 95154.578125
Iteration 155Q: 44 clusters Score -1.003041e+08 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 8898 members 
Mstep: Class 3 contains 101353 members 
Mstep: Class 4 contains 10469 members 
Mstep: Class 5 contains 2248 members 
Mstep: Class 6 contains 34405 members 
Mstep: Class 7 contains 15566 members 
Mstep: Class 8 contains 8114 members 
Mstep: Class 9 contains 18240 members 
Mstep: Class 10 contains 27074 members 
Mstep: Class 11 contains 6476 members 
Mstep: Class 12 contains 3231 members 
Mstep: Class 13 contains 17960 members 
Mstep: Class 14 contains 38138 members 
Mstep: Class 15 contains 42456 members 
Mstep: Class 16 contains 3806 members 
Mstep: Class 17 contains 5804 members 
Mstep: Class 18 contains 47592 members 
Mstep: Class 19 contains 3311 members 
Mstep: Class 20 contains 2998 members 
Mstep: Class 21 contains 1101 members 
Mstep: Class 22 contains 3337 members 
Mstep: Class 23 contains 44539 members 
Mstep: Class 24 contains 13216 members 
Mstep: Class 25 contains 12662 members 
Mstep: Class 26 contains 2986 members 
Mstep: Class 27 contains 9494 members 
Mstep: Class 28 contains 2323 members 
Mstep: Class 29 contains 25543 members 
Mstep: Class 30 contains 38808 members 
Mstep: Class 31 contains 4857 members 
Mstep: Class 32 contains 23791 members 
Mstep: Class 33 contains 12687 members 
Mstep: Class 34 contains 6258 members 
Mstep: Class 35 contains 4370 members 
Mstep: Class 36 contains 2378 members 
Mstep: Class 37 contains 17620 members 
Mstep: Class 38 contains 8607 members 
Mstep: Class 39 contains 4904 members 
Mstep: Class 40 contains 14645 members 
Mstep: Class 41 contains 10646 members 
Mstep: Class 42 contains 13016 members 
Mstep: Class 43 contains 144197 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100304160.000000 Penalty: 95154.578125
Iteration 156Q: 44 clusters Score -1.003042e+08 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 8898 members 
Mstep: Class 3 contains 101358 members 
Mstep: Class 4 contains 10469 members 
Mstep: Class 5 contains 2248 members 
Mstep: Class 6 contains 34402 members 
Mstep: Class 7 contains 15557 members 
Mstep: Class 8 contains 8114 members 
Mstep: Class 9 contains 18240 members 
Mstep: Class 10 contains 27088 members 
Mstep: Class 11 contains 6485 members 
Mstep: Class 12 contains 3231 members 
Mstep: Class 13 contains 17955 members 
Mstep: Class 14 contains 38136 members 
Mstep: Class 15 contains 42434 members 
Mstep: Class 16 contains 3806 members 
Mstep: Class 17 contains 5802 members 
Mstep: Class 18 contains 47592 members 
Mstep: Class 19 contains 3311 members 
Mstep: Class 20 contains 2999 members 
Mstep: Class 21 contains 1101 members 
Mstep: Class 22 contains 3337 members 
Mstep: Class 23 contains 44509 members 
Mstep: Class 24 contains 13217 members 
Mstep: Class 25 contains 12662 members 
Mstep: Class 26 contains 2986 members 
Mstep: Class 27 contains 9498 members 
Mstep: Class 28 contains 2323 members 
Mstep: Class 29 contains 25547 members 
Mstep: Class 30 contains 38819 members 
Mstep: Class 31 contains 4863 members 
Mstep: Class 32 contains 23790 members 
Mstep: Class 33 contains 12686 members 
Mstep: Class 34 contains 6258 members 
Mstep: Class 35 contains 4371 members 
Mstep: Class 36 contains 2378 members 
Mstep: Class 37 contains 17619 members 
Mstep: Class 38 contains 8607 members 
Mstep: Class 39 contains 4908 members 
Mstep: Class 40 contains 14645 members 
Mstep: Class 41 contains 10646 members 
Mstep: Class 42 contains 13023 members 
Mstep: Class 43 contains 144206 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100304136.000000 Penalty: 95154.578125
Iteration 157Q: 44 clusters Score -1.003041e+08 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 8898 members 
Mstep: Class 3 contains 101367 members 
Mstep: Class 4 contains 10469 members 
Mstep: Class 5 contains 2248 members 
Mstep: Class 6 contains 34403 members 
Mstep: Class 7 contains 15546 members 
Mstep: Class 8 contains 8115 members 
Mstep: Class 9 contains 18239 members 
Mstep: Class 10 contains 27106 members 
Mstep: Class 11 contains 6485 members 
Mstep: Class 12 contains 3231 members 
Mstep: Class 13 contains 17949 members 
Mstep: Class 14 contains 38133 members 
Mstep: Class 15 contains 42416 members 
Mstep: Class 16 contains 3805 members 
Mstep: Class 17 contains 5802 members 
Mstep: Class 18 contains 47591 members 
Mstep: Class 19 contains 3311 members 
Mstep: Class 20 contains 3000 members 
Mstep: Class 21 contains 1101 members 
Mstep: Class 22 contains 3337 members 
Mstep: Class 23 contains 44473 members 
Mstep: Class 24 contains 13218 members 
Mstep: Class 25 contains 12662 members 
Mstep: Class 26 contains 2986 members 
Mstep: Class 27 contains 9499 members 
Mstep: Class 28 contains 2323 members 
Mstep: Class 29 contains 25559 members 
Mstep: Class 30 contains 38831 members 
Mstep: Class 31 contains 4864 members 
Mstep: Class 32 contains 23789 members 
Mstep: Class 33 contains 12689 members 
Mstep: Class 34 contains 6258 members 
Mstep: Class 35 contains 4372 members 
Mstep: Class 36 contains 2378 members 
Mstep: Class 37 contains 17619 members 
Mstep: Class 38 contains 8606 members 
Mstep: Class 39 contains 4911 members 
Mstep: Class 40 contains 14644 members 
Mstep: Class 41 contains 10645 members 
Mstep: Class 42 contains 13031 members 
Mstep: Class 43 contains 144215 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100303976.000000 Penalty: 95154.578125
Iteration 158Q: 44 clusters Score -1.00304e+08 nChanged 171
Entering ConstructFrom: 
Score: -100303976.000000 Penalty: 95154.578125
Entering ConstructFrom: 
Trying to split cluster 1 (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: -48344.582031 Penalty: 993.113464
	Iteration 0F: 2 clusters Score -48344.58 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 224 members 
Entering Unmasked Estep 
Score: -47447.847656 Penalty: 1986.226929
	Iteration 0F: 3 clusters Score -47447.85 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -47703.390625 Penalty: 1986.226929
	Iteration 1F: 3 clusters Score -47703.39 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -47792.453125 Penalty: 1986.226929
	Iteration 2F: 3 clusters Score -47792.45 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -47845.304688 Penalty: 1986.226929
	Iteration 3F: 3 clusters Score -47845.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -47869.871094 Penalty: 1986.226929
	Iteration 4Q: 3 clusters Score -47869.87 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -47885.226562 Penalty: 1986.226929
	Iteration 5Q: 3 clusters Score -47885.23 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -47927.503906 Penalty: 1986.226929
	Iteration 6Q: 3 clusters Score -47927.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -47965.703125 Penalty: 1986.226929
	Iteration 7Q: 3 clusters Score -47965.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -47994.503906 Penalty: 1986.226929
	Iteration 8Q: 3 clusters Score -47994.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -48010.292969 Penalty: 1986.226929
	Iteration 9Q: 3 clusters Score -48010.29 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -48017.839844 Penalty: 1986.226929
	Iteration 10Q: 3 clusters Score -48017.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -48018.652344 Penalty: 1986.226929
	Iteration 11Q: 3 clusters Score -48018.65 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -48018.652344 Penalty: 1986.226929
	Iteration 12F: 3 clusters Score -48018.65 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (8899 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8899 members 
Entering Unmasked Estep 
Score: -1112534.375000 Penalty: 1477.725220
	Iteration 0F: 2 clusters Score -1112534 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -1106027.000000 Penalty: 2955.450439
	Iteration 0F: 3 clusters Score -1106027 nChanged 3852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -1108174.250000 Penalty: 2955.450439
	Iteration 1F: 3 clusters Score -1108174 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -1108472.375000 Penalty: 2955.450439
	Iteration 2F: 3 clusters Score -1108472 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -1108718.875000 Penalty: 2955.450439
	Iteration 3F: 3 clusters Score -1108719 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -1108989.375000 Penalty: 2955.450439
	Iteration 4F: 3 clusters Score -1108989 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5025 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -1109265.750000 Penalty: 2955.450439
	Iteration 5F: 3 clusters Score -1109266 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -1109559.625000 Penalty: 2955.450439
	Iteration 6F: 3 clusters Score -1109560 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5419 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -1109844.875000 Penalty: 2955.450439
	Iteration 7F: 3 clusters Score -1109845 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5622 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -1110104.250000 Penalty: 2955.450439
	Iteration 8F: 3 clusters Score -1110104 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5806 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -1110316.875000 Penalty: 2955.450439
	Iteration 9Q: 3 clusters Score -1110317 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5973 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -1110462.500000 Penalty: 2955.450439
	Iteration 10Q: 3 clusters Score -1110462 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6098 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -1110557.875000 Penalty: 2955.450439
	Iteration 11Q: 3 clusters Score -1110558 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6202 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -1110632.875000 Penalty: 2955.450439
	Iteration 12Q: 3 clusters Score -1110633 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6276 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -1110667.125000 Penalty: 2955.450439
	Iteration 13Q: 3 clusters Score -1110667 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6332 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -1110699.000000 Penalty: 2955.450439
	Iteration 14Q: 3 clusters Score -1110699 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6381 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -1110719.000000 Penalty: 2955.450439
	Iteration 15Q: 3 clusters Score -1110719 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6422 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -1110736.625000 Penalty: 2955.450439
	Iteration 16Q: 3 clusters Score -1110737 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6449 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -1110746.875000 Penalty: 2955.450439
	Iteration 17Q: 3 clusters Score -1110747 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6473 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -1110750.250000 Penalty: 2955.450439
	Iteration 18Q: 3 clusters Score -1110750 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6497 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -1110759.625000 Penalty: 2955.450439
	Iteration 19Q: 3 clusters Score -1110760 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6516 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -1110762.625000 Penalty: 2955.450439
	Iteration 20F: 3 clusters Score -1110763 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6537 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -1110770.875000 Penalty: 2955.450439
	Iteration 21Q: 3 clusters Score -1110771 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6558 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -1110772.500000 Penalty: 2955.450439
	Iteration 22Q: 3 clusters Score -1110772 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6579 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -1110776.125000 Penalty: 2955.450439
	Iteration 23Q: 3 clusters Score -1110776 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6589 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -1110780.625000 Penalty: 2955.450439
	Iteration 24Q: 3 clusters Score -1110781 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6597 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -1110781.875000 Penalty: 2955.450439
	Iteration 25Q: 3 clusters Score -1110782 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6605 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -1110785.375000 Penalty: 2955.450439
	Iteration 26Q: 3 clusters Score -1110785 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6613 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -1110786.500000 Penalty: 2955.450439
	Iteration 27Q: 3 clusters Score -1110786 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6619 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -1110787.750000 Penalty: 2955.450439
	Iteration 28Q: 3 clusters Score -1110788 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6621 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -1110789.625000 Penalty: 2955.450439
	Iteration 29Q: 3 clusters Score -1110790 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6625 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -1110789.750000 Penalty: 2955.450439
	Iteration 30Q: 3 clusters Score -1110790 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6629 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -1110789.625000 Penalty: 2955.450439
	Iteration 31Q: 3 clusters Score -1110790 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6629 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -1110789.625000 Penalty: 2955.450439
	Iteration 32F: 3 clusters Score -1110790 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (101368 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101368 members 
Entering Unmasked Estep 
Score: -12779181.000000 Penalty: 1873.058350
	Iteration 0F: 2 clusters Score -1.277918e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50673 members 
Mstep: Class 2 contains 50695 members 
Entering Unmasked Estep 
Score: -12711977.000000 Penalty: 3746.116699
	Iteration 0F: 3 clusters Score -1.271198e+07 nChanged 48228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50321 members 
Mstep: Class 2 contains 51047 members 
Entering Unmasked Estep 
Score: -12740443.000000 Penalty: 3746.116699
	Iteration 1F: 3 clusters Score -1.274044e+07 nChanged 3885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49698 members 
Mstep: Class 2 contains 51670 members 
Entering Unmasked Estep 
Score: -12741624.000000 Penalty: 3746.116699
	Iteration 2Q: 3 clusters Score -1.274162e+07 nChanged 4468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48584 members 
Mstep: Class 2 contains 52784 members 
Entering Unmasked Estep 
Score: -12743346.000000 Penalty: 3746.116699
	Iteration 3Q: 3 clusters Score -1.274335e+07 nChanged 5315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46723 members 
Mstep: Class 2 contains 54645 members 
Entering Unmasked Estep 
Score: -12745838.000000 Penalty: 3746.116699
	Iteration 4F: 3 clusters Score -1.274584e+07 nChanged 6295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44188 members 
Mstep: Class 2 contains 57180 members 
Entering Unmasked Estep 
Score: -12749620.000000 Penalty: 3746.116699
	Iteration 5F: 3 clusters Score -1.274962e+07 nChanged 6932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41364 members 
Mstep: Class 2 contains 60004 members 
Entering Unmasked Estep 
Score: -12754001.000000 Penalty: 3746.116699
	Iteration 6F: 3 clusters Score -1.2754e+07 nChanged 6556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38840 members 
Mstep: Class 2 contains 62528 members 
Entering Unmasked Estep 
Score: -12757779.000000 Penalty: 3746.116699
	Iteration 7F: 3 clusters Score -1.275778e+07 nChanged 5472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36754 members 
Mstep: Class 2 contains 64614 members 
Entering Unmasked Estep 
Score: -12760522.000000 Penalty: 3746.116699
	Iteration 8F: 3 clusters Score -1.276052e+07 nChanged 4240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35160 members 
Mstep: Class 2 contains 66208 members 
Entering Unmasked Estep 
Score: -12762473.000000 Penalty: 3746.116699
	Iteration 9Q: 3 clusters Score -1.276247e+07 nChanged 3350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33826 members 
Mstep: Class 2 contains 67542 members 
Entering Unmasked Estep 
Score: -12764403.000000 Penalty: 3746.116699
	Iteration 10Q: 3 clusters Score -1.27644e+07 nChanged 3028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32548 members 
Mstep: Class 2 contains 68820 members 
Entering Unmasked Estep 
Score: -12766424.000000 Penalty: 3746.116699
	Iteration 11Q: 3 clusters Score -1.276642e+07 nChanged 2767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31253 members 
Mstep: Class 2 contains 70115 members 
Entering Unmasked Estep 
Score: -12768203.000000 Penalty: 3746.116699
	Iteration 12Q: 3 clusters Score -1.27682e+07 nChanged 2415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29910 members 
Mstep: Class 2 contains 71458 members 
Entering Unmasked Estep 
Score: -12769522.000000 Penalty: 3746.116699
	Iteration 13Q: 3 clusters Score -1.276952e+07 nChanged 1894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28562 members 
Mstep: Class 2 contains 72806 members 
Entering Unmasked Estep 
Score: -12770482.000000 Penalty: 3746.116699
	Iteration 14Q: 3 clusters Score -1.277048e+07 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27174 members 
Mstep: Class 2 contains 74194 members 
Entering Unmasked Estep 
Score: -12771252.000000 Penalty: 3746.116699
	Iteration 15Q: 3 clusters Score -1.277125e+07 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25790 members 
Mstep: Class 2 contains 75578 members 
Entering Unmasked Estep 
Score: -12771892.000000 Penalty: 3746.116699
	Iteration 16Q: 3 clusters Score -1.277189e+07 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24427 members 
Mstep: Class 2 contains 76941 members 
Entering Unmasked Estep 
Score: -12772474.000000 Penalty: 3746.116699
	Iteration 17Q: 3 clusters Score -1.277247e+07 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23181 members 
Mstep: Class 2 contains 78187 members 
Entering Unmasked Estep 
Score: -12773043.000000 Penalty: 3746.116699
	Iteration 18Q: 3 clusters Score -1.277304e+07 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21978 members 
Mstep: Class 2 contains 79390 members 
Entering Unmasked Estep 
Score: -12773611.000000 Penalty: 3746.116699
	Iteration 19Q: 3 clusters Score -1.277361e+07 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20845 members 
Mstep: Class 2 contains 80523 members 
Entering Unmasked Estep 
Score: -12774098.000000 Penalty: 3746.116699
	Iteration 20F: 3 clusters Score -1.27741e+07 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19691 members 
Mstep: Class 2 contains 81677 members 
Entering Unmasked Estep 
Score: -12774756.000000 Penalty: 3746.116699
	Iteration 21Q: 3 clusters Score -1.277476e+07 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18609 members 
Mstep: Class 2 contains 82759 members 
Entering Unmasked Estep 
Score: -12775306.000000 Penalty: 3746.116699
	Iteration 22Q: 3 clusters Score -1.277531e+07 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17655 members 
Mstep: Class 2 contains 83713 members 
Entering Unmasked Estep 
Score: -12775729.000000 Penalty: 3746.116699
	Iteration 23Q: 3 clusters Score -1.277573e+07 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16831 members 
Mstep: Class 2 contains 84537 members 
Entering Unmasked Estep 
Score: -12775993.000000 Penalty: 3746.116699
	Iteration 24Q: 3 clusters Score -1.277599e+07 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16123 members 
Mstep: Class 2 contains 85245 members 
Entering Unmasked Estep 
Score: -12776187.000000 Penalty: 3746.116699
	Iteration 25Q: 3 clusters Score -1.277619e+07 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15505 members 
Mstep: Class 2 contains 85863 members 
Entering Unmasked Estep 
Score: -12776345.000000 Penalty: 3746.116699
	Iteration 26Q: 3 clusters Score -1.277634e+07 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14941 members 
Mstep: Class 2 contains 86427 members 
Entering Unmasked Estep 
Score: -12776463.000000 Penalty: 3746.116699
	Iteration 27Q: 3 clusters Score -1.277646e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14443 members 
Mstep: Class 2 contains 86925 members 
Entering Unmasked Estep 
Score: -12776544.000000 Penalty: 3746.116699
	Iteration 28Q: 3 clusters Score -1.277654e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13979 members 
Mstep: Class 2 contains 87389 members 
Entering Unmasked Estep 
Score: -12776675.000000 Penalty: 3746.116699
	Iteration 29Q: 3 clusters Score -1.277668e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13594 members 
Mstep: Class 2 contains 87774 members 
Entering Unmasked Estep 
Score: -12776797.000000 Penalty: 3746.116699
	Iteration 30Q: 3 clusters Score -1.27768e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13216 members 
Mstep: Class 2 contains 88152 members 
Entering Unmasked Estep 
Score: -12776837.000000 Penalty: 3746.116699
	Iteration 31Q: 3 clusters Score -1.277684e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12879 members 
Mstep: Class 2 contains 88489 members 
Entering Unmasked Estep 
Score: -12776874.000000 Penalty: 3746.116699
	Iteration 32Q: 3 clusters Score -1.277687e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12543 members 
Mstep: Class 2 contains 88825 members 
Entering Unmasked Estep 
Score: -12776931.000000 Penalty: 3746.116699
	Iteration 33Q: 3 clusters Score -1.277693e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12235 members 
Mstep: Class 2 contains 89133 members 
Entering Unmasked Estep 
Score: -12777008.000000 Penalty: 3746.116699
	Iteration 34Q: 3 clusters Score -1.277701e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12000 members 
Mstep: Class 2 contains 89368 members 
Entering Unmasked Estep 
Score: -12776993.000000 Penalty: 3746.116699
	Iteration 35Q: 3 clusters Score -1.277699e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11790 members 
Mstep: Class 2 contains 89578 members 
Entering Unmasked Estep 
Score: -12777013.000000 Penalty: 3746.116699
	Iteration 36Q: 3 clusters Score -1.277701e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11581 members 
Mstep: Class 2 contains 89787 members 
Entering Unmasked Estep 
Score: -12777024.000000 Penalty: 3746.116699
	Iteration 37Q: 3 clusters Score -1.277702e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11356 members 
Mstep: Class 2 contains 90012 members 
Entering Unmasked Estep 
Score: -12777056.000000 Penalty: 3746.116699
	Iteration 38Q: 3 clusters Score -1.277706e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11151 members 
Mstep: Class 2 contains 90217 members 
Entering Unmasked Estep 
Score: -12777077.000000 Penalty: 3746.116699
	Iteration 39Q: 3 clusters Score -1.277708e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10961 members 
Mstep: Class 2 contains 90407 members 
Entering Unmasked Estep 
Score: -12777111.000000 Penalty: 3746.116699
	Iteration 40F: 3 clusters Score -1.277711e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10793 members 
Mstep: Class 2 contains 90575 members 
Entering Unmasked Estep 
Score: -12777144.000000 Penalty: 3746.116699
	Iteration 41Q: 3 clusters Score -1.277714e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10630 members 
Mstep: Class 2 contains 90738 members 
Entering Unmasked Estep 
Score: -12777169.000000 Penalty: 3746.116699
	Iteration 42Q: 3 clusters Score -1.277717e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10483 members 
Mstep: Class 2 contains 90885 members 
Entering Unmasked Estep 
Score: -12777165.000000 Penalty: 3746.116699
	Iteration 43Q: 3 clusters Score -1.277716e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10336 members 
Mstep: Class 2 contains 91032 members 
Entering Unmasked Estep 
Score: -12777172.000000 Penalty: 3746.116699
	Iteration 44Q: 3 clusters Score -1.277717e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10192 members 
Mstep: Class 2 contains 91176 members 
Entering Unmasked Estep 
Score: -12777179.000000 Penalty: 3746.116699
	Iteration 45Q: 3 clusters Score -1.277718e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10060 members 
Mstep: Class 2 contains 91308 members 
Entering Unmasked Estep 
Score: -12777193.000000 Penalty: 3746.116699
	Iteration 46Q: 3 clusters Score -1.277719e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9949 members 
Mstep: Class 2 contains 91419 members 
Entering Unmasked Estep 
Score: -12777207.000000 Penalty: 3746.116699
	Iteration 47Q: 3 clusters Score -1.277721e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9828 members 
Mstep: Class 2 contains 91540 members 
Entering Unmasked Estep 
Score: -12777246.000000 Penalty: 3746.116699
	Iteration 48Q: 3 clusters Score -1.277725e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9706 members 
Mstep: Class 2 contains 91662 members 
Entering Unmasked Estep 
Score: -12777225.000000 Penalty: 3746.116699
	Iteration 49Q: 3 clusters Score -1.277722e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9575 members 
Mstep: Class 2 contains 91793 members 
Entering Unmasked Estep 
Score: -12777196.000000 Penalty: 3746.116699
	Iteration 50Q: 3 clusters Score -1.27772e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9468 members 
Mstep: Class 2 contains 91900 members 
Entering Unmasked Estep 
Score: -12777194.000000 Penalty: 3746.116699
	Iteration 51Q: 3 clusters Score -1.277719e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9371 members 
Mstep: Class 2 contains 91997 members 
Entering Unmasked Estep 
Score: -12777192.000000 Penalty: 3746.116699
	Iteration 52Q: 3 clusters Score -1.277719e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9296 members 
Mstep: Class 2 contains 92072 members 
Entering Unmasked Estep 
Score: -12777223.000000 Penalty: 3746.116699
	Iteration 53Q: 3 clusters Score -1.277722e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9202 members 
Mstep: Class 2 contains 92166 members 
Entering Unmasked Estep 
Score: -12777232.000000 Penalty: 3746.116699
	Iteration 54Q: 3 clusters Score -1.277723e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9125 members 
Mstep: Class 2 contains 92243 members 
Entering Unmasked Estep 
Score: -12777255.000000 Penalty: 3746.116699
	Iteration 55Q: 3 clusters Score -1.277726e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9061 members 
Mstep: Class 2 contains 92307 members 
Entering Unmasked Estep 
Score: -12777248.000000 Penalty: 3746.116699
	Iteration 56Q: 3 clusters Score -1.277725e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9001 members 
Mstep: Class 2 contains 92367 members 
Entering Unmasked Estep 
Score: -12777248.000000 Penalty: 3746.116699
	Iteration 57Q: 3 clusters Score -1.277725e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8945 members 
Mstep: Class 2 contains 92423 members 
Entering Unmasked Estep 
Score: -12777232.000000 Penalty: 3746.116699
	Iteration 58Q: 3 clusters Score -1.277723e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8886 members 
Mstep: Class 2 contains 92482 members 
Entering Unmasked Estep 
Score: -12777228.000000 Penalty: 3746.116699
	Iteration 59Q: 3 clusters Score -1.277723e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8823 members 
Mstep: Class 2 contains 92545 members 
Entering Unmasked Estep 
Score: -12777242.000000 Penalty: 3746.116699
	Iteration 60F: 3 clusters Score -1.277724e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8771 members 
Mstep: Class 2 contains 92597 members 
Entering Unmasked Estep 
Score: -12777223.000000 Penalty: 3746.116699
	Iteration 61Q: 3 clusters Score -1.277722e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8722 members 
Mstep: Class 2 contains 92646 members 
Entering Unmasked Estep 
Score: -12777226.000000 Penalty: 3746.116699
	Iteration 62Q: 3 clusters Score -1.277723e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8676 members 
Mstep: Class 2 contains 92692 members 
Entering Unmasked Estep 
Score: -12777259.000000 Penalty: 3746.116699
	Iteration 63Q: 3 clusters Score -1.277726e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8635 members 
Mstep: Class 2 contains 92733 members 
Entering Unmasked Estep 
Score: -12777273.000000 Penalty: 3746.116699
	Iteration 64Q: 3 clusters Score -1.277727e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8607 members 
Mstep: Class 2 contains 92761 members 
Entering Unmasked Estep 
Score: -12777274.000000 Penalty: 3746.116699
	Iteration 65Q: 3 clusters Score -1.277727e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8580 members 
Mstep: Class 2 contains 92788 members 
Entering Unmasked Estep 
Score: -12777285.000000 Penalty: 3746.116699
	Iteration 66Q: 3 clusters Score -1.277728e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8547 members 
Mstep: Class 2 contains 92821 members 
Entering Unmasked Estep 
Score: -12777301.000000 Penalty: 3746.116699
	Iteration 67Q: 3 clusters Score -1.27773e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8522 members 
Mstep: Class 2 contains 92846 members 
Entering Unmasked Estep 
Score: -12777294.000000 Penalty: 3746.116699
	Iteration 68Q: 3 clusters Score -1.277729e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8506 members 
Mstep: Class 2 contains 92862 members 
Entering Unmasked Estep 
Score: -12777309.000000 Penalty: 3746.116699
	Iteration 69Q: 3 clusters Score -1.277731e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8496 members 
Mstep: Class 2 contains 92872 members 
Entering Unmasked Estep 
Score: -12777314.000000 Penalty: 3746.116699
	Iteration 70Q: 3 clusters Score -1.277731e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8483 members 
Mstep: Class 2 contains 92885 members 
Entering Unmasked Estep 
Score: -12777301.000000 Penalty: 3746.116699
	Iteration 71Q: 3 clusters Score -1.27773e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8472 members 
Mstep: Class 2 contains 92896 members 
Entering Unmasked Estep 
Score: -12777298.000000 Penalty: 3746.116699
	Iteration 72Q: 3 clusters Score -1.27773e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8461 members 
Mstep: Class 2 contains 92907 members 
Entering Unmasked Estep 
Score: -12777301.000000 Penalty: 3746.116699
	Iteration 73Q: 3 clusters Score -1.27773e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8451 members 
Mstep: Class 2 contains 92917 members 
Entering Unmasked Estep 
Score: -12777297.000000 Penalty: 3746.116699
	Iteration 74Q: 3 clusters Score -1.27773e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8441 members 
Mstep: Class 2 contains 92927 members 
Entering Unmasked Estep 
Score: -12777288.000000 Penalty: 3746.116699
	Iteration 75Q: 3 clusters Score -1.277729e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8431 members 
Mstep: Class 2 contains 92937 members 
Entering Unmasked Estep 
Score: -12777303.000000 Penalty: 3746.116699
	Iteration 76Q: 3 clusters Score -1.27773e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8423 members 
Mstep: Class 2 contains 92945 members 
Entering Unmasked Estep 
Score: -12777311.000000 Penalty: 3746.116699
	Iteration 77Q: 3 clusters Score -1.277731e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8410 members 
Mstep: Class 2 contains 92958 members 
Entering Unmasked Estep 
Score: -12777309.000000 Penalty: 3746.116699
	Iteration 78Q: 3 clusters Score -1.277731e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8401 members 
Mstep: Class 2 contains 92967 members 
Entering Unmasked Estep 
Score: -12777300.000000 Penalty: 3746.116699
	Iteration 79Q: 3 clusters Score -1.27773e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8392 members 
Mstep: Class 2 contains 92976 members 
Entering Unmasked Estep 
Score: -12777311.000000 Penalty: 3746.116699
	Iteration 80F: 3 clusters Score -1.277731e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8383 members 
Mstep: Class 2 contains 92985 members 
Entering Unmasked Estep 
Score: -12777323.000000 Penalty: 3746.116699
	Iteration 81Q: 3 clusters Score -1.277732e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8373 members 
Mstep: Class 2 contains 92995 members 
Entering Unmasked Estep 
Score: -12777320.000000 Penalty: 3746.116699
	Iteration 82Q: 3 clusters Score -1.277732e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8366 members 
Mstep: Class 2 contains 93002 members 
Entering Unmasked Estep 
Score: -12777317.000000 Penalty: 3746.116699
	Iteration 83Q: 3 clusters Score -1.277732e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8352 members 
Mstep: Class 2 contains 93016 members 
Entering Unmasked Estep 
Score: -12777305.000000 Penalty: 3746.116699
	Iteration 84Q: 3 clusters Score -1.27773e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8341 members 
Mstep: Class 2 contains 93027 members 
Entering Unmasked Estep 
Score: -12777317.000000 Penalty: 3746.116699
	Iteration 85Q: 3 clusters Score -1.277732e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8328 members 
Mstep: Class 2 contains 93040 members 
Entering Unmasked Estep 
Score: -12777333.000000 Penalty: 3746.116699
	Iteration 86Q: 3 clusters Score -1.277733e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8322 members 
Mstep: Class 2 contains 93046 members 
Entering Unmasked Estep 
Score: -12777324.000000 Penalty: 3746.116699
	Iteration 87Q: 3 clusters Score -1.277732e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8319 members 
Mstep: Class 2 contains 93049 members 
Entering Unmasked Estep 
Score: -12777320.000000 Penalty: 3746.116699
	Iteration 88Q: 3 clusters Score -1.277732e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8316 members 
Mstep: Class 2 contains 93052 members 
Entering Unmasked Estep 
Score: -12777329.000000 Penalty: 3746.116699
	Iteration 89Q: 3 clusters Score -1.277733e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8311 members 
Mstep: Class 2 contains 93057 members 
Entering Unmasked Estep 
Score: -12777330.000000 Penalty: 3746.116699
	Iteration 90Q: 3 clusters Score -1.277733e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8305 members 
Mstep: Class 2 contains 93063 members 
Entering Unmasked Estep 
Score: -12777317.000000 Penalty: 3746.116699
	Iteration 91Q: 3 clusters Score -1.277732e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8300 members 
Mstep: Class 2 contains 93068 members 
Entering Unmasked Estep 
Score: -12777322.000000 Penalty: 3746.116699
	Iteration 92Q: 3 clusters Score -1.277732e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8293 members 
Mstep: Class 2 contains 93075 members 
Entering Unmasked Estep 
Score: -12777316.000000 Penalty: 3746.116699
	Iteration 93Q: 3 clusters Score -1.277732e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8290 members 
Mstep: Class 2 contains 93078 members 
Entering Unmasked Estep 
Score: -12777306.000000 Penalty: 3746.116699
	Iteration 94Q: 3 clusters Score -1.277731e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8285 members 
Mstep: Class 2 contains 93083 members 
Entering Unmasked Estep 
Score: -12777321.000000 Penalty: 3746.116699
	Iteration 95Q: 3 clusters Score -1.277732e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8283 members 
Mstep: Class 2 contains 93085 members 
Entering Unmasked Estep 
Score: -12777319.000000 Penalty: 3746.116699
	Iteration 96Q: 3 clusters Score -1.277732e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8282 members 
Mstep: Class 2 contains 93086 members 
Entering Unmasked Estep 
Score: -12777322.000000 Penalty: 3746.116699
	Iteration 97Q: 3 clusters Score -1.277732e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8280 members 
Mstep: Class 2 contains 93088 members 
Entering Unmasked Estep 
Score: -12777321.000000 Penalty: 3746.116699
	Iteration 98Q: 3 clusters Score -1.277732e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8274 members 
Mstep: Class 2 contains 93094 members 
Entering Unmasked Estep 
Score: -12777304.000000 Penalty: 3746.116699
	Iteration 99Q: 3 clusters Score -1.27773e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8267 members 
Mstep: Class 2 contains 93101 members 
Entering Unmasked Estep 
Score: -12777312.000000 Penalty: 3746.116699
	Iteration 100F: 3 clusters Score -1.277731e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8261 members 
Mstep: Class 2 contains 93107 members 
Entering Unmasked Estep 
Score: -12777322.000000 Penalty: 3746.116699
	Iteration 101Q: 3 clusters Score -1.277732e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8253 members 
Mstep: Class 2 contains 93115 members 
Entering Unmasked Estep 
Score: -12777328.000000 Penalty: 3746.116699
	Iteration 102Q: 3 clusters Score -1.277733e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8247 members 
Mstep: Class 2 contains 93121 members 
Entering Unmasked Estep 
Score: -12777332.000000 Penalty: 3746.116699
	Iteration 103Q: 3 clusters Score -1.277733e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8244 members 
Mstep: Class 2 contains 93124 members 
Entering Unmasked Estep 
Score: -12777334.000000 Penalty: 3746.116699
	Iteration 104Q: 3 clusters Score -1.277733e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8242 members 
Mstep: Class 2 contains 93126 members 
Entering Unmasked Estep 
Score: -12777332.000000 Penalty: 3746.116699
	Iteration 105Q: 3 clusters Score -1.277733e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8241 members 
Mstep: Class 2 contains 93127 members 
Entering Unmasked Estep 
Score: -12777333.000000 Penalty: 3746.116699
	Iteration 106Q: 3 clusters Score -1.277733e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8241 members 
Mstep: Class 2 contains 93127 members 
Entering Unmasked Estep 
Score: -12777333.000000 Penalty: 3746.116699
	Iteration 107F: 3 clusters Score -1.277733e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (10469 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10469 members 
Entering Unmasked Estep 
Score: -1363486.875000 Penalty: 1504.128296
	Iteration 0F: 2 clusters Score -1363487 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 5209 members 
Entering Unmasked Estep 
Score: -1356009.625000 Penalty: 3008.256592
	Iteration 0F: 3 clusters Score -1356010 nChanged 4533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5477 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -1358438.875000 Penalty: 3008.256592
	Iteration 1F: 3 clusters Score -1358439 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5596 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -1358684.500000 Penalty: 3008.256592
	Iteration 2F: 3 clusters Score -1358684 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5771 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -1358900.250000 Penalty: 3008.256592
	Iteration 3F: 3 clusters Score -1358900 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6020 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -1359120.750000 Penalty: 3008.256592
	Iteration 4Q: 3 clusters Score -1359121 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6303 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -1359336.375000 Penalty: 3008.256592
	Iteration 5Q: 3 clusters Score -1359336 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6619 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -1359584.125000 Penalty: 3008.256592
	Iteration 6Q: 3 clusters Score -1359584 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6963 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -1359884.625000 Penalty: 3008.256592
	Iteration 7Q: 3 clusters Score -1359885 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7338 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -1360249.250000 Penalty: 3008.256592
	Iteration 8F: 3 clusters Score -1360249 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7730 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -1360672.000000 Penalty: 3008.256592
	Iteration 9F: 3 clusters Score -1360672 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8079 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -1361118.000000 Penalty: 3008.256592
	Iteration 10Q: 3 clusters Score -1361118 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8385 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -1361574.375000 Penalty: 3008.256592
	Iteration 11Q: 3 clusters Score -1361574 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8631 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -1361917.875000 Penalty: 3008.256592
	Iteration 12Q: 3 clusters Score -1361918 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8814 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -1362153.875000 Penalty: 3008.256592
	Iteration 13Q: 3 clusters Score -1362154 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8960 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -1362323.000000 Penalty: 3008.256592
	Iteration 14Q: 3 clusters Score -1362323 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9075 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -1362466.625000 Penalty: 3008.256592
	Iteration 15Q: 3 clusters Score -1362467 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9165 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -1362553.250000 Penalty: 3008.256592
	Iteration 16Q: 3 clusters Score -1362553 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9220 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -1362619.750000 Penalty: 3008.256592
	Iteration 17Q: 3 clusters Score -1362620 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9274 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -1362678.500000 Penalty: 3008.256592
	Iteration 18Q: 3 clusters Score -1362678 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9327 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -1362741.750000 Penalty: 3008.256592
	Iteration 19Q: 3 clusters Score -1362742 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9371 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -1362811.375000 Penalty: 3008.256592
	Iteration 20F: 3 clusters Score -1362811 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9399 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -1362848.250000 Penalty: 3008.256592
	Iteration 21Q: 3 clusters Score -1362848 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9431 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -1362891.500000 Penalty: 3008.256592
	Iteration 22Q: 3 clusters Score -1362892 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9460 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -1362916.875000 Penalty: 3008.256592
	Iteration 23Q: 3 clusters Score -1362917 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9484 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -1362943.250000 Penalty: 3008.256592
	Iteration 24Q: 3 clusters Score -1362943 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9507 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -1362966.250000 Penalty: 3008.256592
	Iteration 25Q: 3 clusters Score -1362966 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9528 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -1362984.750000 Penalty: 3008.256592
	Iteration 26Q: 3 clusters Score -1362985 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9541 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -1362993.625000 Penalty: 3008.256592
	Iteration 27Q: 3 clusters Score -1362994 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9552 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -1363007.125000 Penalty: 3008.256592
	Iteration 28Q: 3 clusters Score -1363007 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9551 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -1363011.375000 Penalty: 3008.256592
	Iteration 29Q: 3 clusters Score -1363011 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9551 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -1363016.000000 Penalty: 3008.256592
	Iteration 30Q: 3 clusters Score -1363016 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9550 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -1363017.875000 Penalty: 3008.256592
	Iteration 31Q: 3 clusters Score -1363018 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9549 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -1363017.750000 Penalty: 3008.256592
	Iteration 32Q: 3 clusters Score -1363018 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9549 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -1363017.750000 Penalty: 3008.256592
	Iteration 33F: 3 clusters Score -1363018 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (2248 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Entering Unmasked Estep 
Score: -267744.250000 Penalty: 1254.141846
	Iteration 0F: 2 clusters Score -267744.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -265465.250000 Penalty: 2508.283691
	Iteration 0F: 3 clusters Score -265465.2 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -265962.343750 Penalty: 2508.283691
	Iteration 1F: 3 clusters Score -265962.3 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -266128.406250 Penalty: 2508.283691
	Iteration 2F: 3 clusters Score -266128.4 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -266258.687500 Penalty: 2508.283691
	Iteration 3F: 3 clusters Score -266258.7 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -266338.687500 Penalty: 2508.283691
	Iteration 4Q: 3 clusters Score -266338.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -266412.875000 Penalty: 2508.283691
	Iteration 5Q: 3 clusters Score -266412.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -266488.812500 Penalty: 2508.283691
	Iteration 6Q: 3 clusters Score -266488.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -266575.968750 Penalty: 2508.283691
	Iteration 7Q: 3 clusters Score -266576 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -266663.781250 Penalty: 2508.283691
	Iteration 8Q: 3 clusters Score -266663.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -266749.875000 Penalty: 2508.283691
	Iteration 9Q: 3 clusters Score -266749.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -266816.687500 Penalty: 2508.283691
	Iteration 10Q: 3 clusters Score -266816.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -266866.750000 Penalty: 2508.283691
	Iteration 11Q: 3 clusters Score -266866.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -266892.937500 Penalty: 2508.283691
	Iteration 12Q: 3 clusters Score -266892.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -266904.656250 Penalty: 2508.283691
	Iteration 13Q: 3 clusters Score -266904.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -266911.968750 Penalty: 2508.283691
	Iteration 14Q: 3 clusters Score -266912 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -266917.312500 Penalty: 2508.283691
	Iteration 15Q: 3 clusters Score -266917.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -266918.718750 Penalty: 2508.283691
	Iteration 16Q: 3 clusters Score -266918.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -266919.250000 Penalty: 2508.283691
	Iteration 17Q: 3 clusters Score -266919.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -266919.843750 Penalty: 2508.283691
	Iteration 18Q: 3 clusters Score -266919.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -266919.843750 Penalty: 2508.283691
	Iteration 19F: 3 clusters Score -266919.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (34407 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34407 members 
Entering Unmasked Estep 
Score: -4364979.000000 Penalty: 1697.477539
	Iteration 0F: 2 clusters Score -4364979 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17111 members 
Mstep: Class 2 contains 17296 members 
Entering Unmasked Estep 
Score: -4341814.000000 Penalty: 3394.955078
	Iteration 0F: 3 clusters Score -4341814 nChanged 15825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15934 members 
Mstep: Class 2 contains 18473 members 
Entering Unmasked Estep 
Score: -4350787.000000 Penalty: 3394.955078
	Iteration 1F: 3 clusters Score -4350787 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14999 members 
Mstep: Class 2 contains 19408 members 
Entering Unmasked Estep 
Score: -4351516.500000 Penalty: 3394.955078
	Iteration 2F: 3 clusters Score -4351516 nChanged 2038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13655 members 
Mstep: Class 2 contains 20752 members 
Entering Unmasked Estep 
Score: -4352616.000000 Penalty: 3394.955078
	Iteration 3F: 3 clusters Score -4352616 nChanged 2472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11901 members 
Mstep: Class 2 contains 22506 members 
Entering Unmasked Estep 
Score: -4354195.000000 Penalty: 3394.955078
	Iteration 4F: 3 clusters Score -4354195 nChanged 2662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9855 members 
Mstep: Class 2 contains 24552 members 
Entering Unmasked Estep 
Score: -4356070.000000 Penalty: 3394.955078
	Iteration 5F: 3 clusters Score -4356070 nChanged 2519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7766 members 
Mstep: Class 2 contains 26641 members 
Entering Unmasked Estep 
Score: -4358011.500000 Penalty: 3394.955078
	Iteration 6F: 3 clusters Score -4358012 nChanged 2140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5878 members 
Mstep: Class 2 contains 28529 members 
Entering Unmasked Estep 
Score: -4359767.500000 Penalty: 3394.955078
	Iteration 7F: 3 clusters Score -4359768 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 30058 members 
Entering Unmasked Estep 
Score: -4361212.000000 Penalty: 3394.955078
	Iteration 8Q: 3 clusters Score -4361212 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 31120 members 
Entering Unmasked Estep 
Score: -4362250.000000 Penalty: 3394.955078
	Iteration 9Q: 3 clusters Score -4362250 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 31773 members 
Entering Unmasked Estep 
Score: -4362983.500000 Penalty: 3394.955078
	Iteration 10Q: 3 clusters Score -4362984 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 32154 members 
Entering Unmasked Estep 
Score: -4363464.000000 Penalty: 3394.955078
	Iteration 11Q: 3 clusters Score -4363464 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 32330 members 
Entering Unmasked Estep 
Score: -4363796.500000 Penalty: 3394.955078
	Iteration 12Q: 3 clusters Score -4363796 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 32395 members 
Entering Unmasked Estep 
Score: -4363989.000000 Penalty: 3394.955078
	Iteration 13Q: 3 clusters Score -4363989 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 32431 members 
Entering Unmasked Estep 
Score: -4364086.500000 Penalty: 3394.955078
	Iteration 14Q: 3 clusters Score -4364086 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 32441 members 
Entering Unmasked Estep 
Score: -4364115.000000 Penalty: 3394.955078
	Iteration 15Q: 3 clusters Score -4364115 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 32448 members 
Entering Unmasked Estep 
Score: -4364125.000000 Penalty: 3394.955078
	Iteration 16Q: 3 clusters Score -4364125 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 32444 members 
Entering Unmasked Estep 
Score: -4364130.500000 Penalty: 3394.955078
	Iteration 17Q: 3 clusters Score -4364130 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 32442 members 
Entering Unmasked Estep 
Score: -4364146.000000 Penalty: 3394.955078
	Iteration 18Q: 3 clusters Score -4364146 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 32430 members 
Entering Unmasked Estep 
Score: -4364160.000000 Penalty: 3394.955078
	Iteration 19Q: 3 clusters Score -4364160 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 32426 members 
Entering Unmasked Estep 
Score: -4364161.500000 Penalty: 3394.955078
	Iteration 20F: 3 clusters Score -4364162 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 32425 members 
Entering Unmasked Estep 
Score: -4364165.500000 Penalty: 3394.955078
	Iteration 21Q: 3 clusters Score -4364166 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 32432 members 
Entering Unmasked Estep 
Score: -4364168.000000 Penalty: 3394.955078
	Iteration 22Q: 3 clusters Score -4364168 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 32438 members 
Entering Unmasked Estep 
Score: -4364174.500000 Penalty: 3394.955078
	Iteration 23Q: 3 clusters Score -4364174 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 32437 members 
Entering Unmasked Estep 
Score: -4364171.000000 Penalty: 3394.955078
	Iteration 24Q: 3 clusters Score -4364171 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 32437 members 
Entering Unmasked Estep 
Score: -4364172.500000 Penalty: 3394.955078
	Iteration 25Q: 3 clusters Score -4364172 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 32438 members 
Entering Unmasked Estep 
Score: -4364176.500000 Penalty: 3394.955078
	Iteration 26Q: 3 clusters Score -4364176 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 32441 members 
Entering Unmasked Estep 
Score: -4364179.500000 Penalty: 3394.955078
	Iteration 27Q: 3 clusters Score -4364180 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 32443 members 
Entering Unmasked Estep 
Score: -4364184.000000 Penalty: 3394.955078
	Iteration 28Q: 3 clusters Score -4364184 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 32446 members 
Entering Unmasked Estep 
Score: -4364184.500000 Penalty: 3394.955078
	Iteration 29Q: 3 clusters Score -4364184 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 32451 members 
Entering Unmasked Estep 
Score: -4364185.000000 Penalty: 3394.955078
	Iteration 30Q: 3 clusters Score -4364185 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 32451 members 
Entering Unmasked Estep 
Score: -4364185.000000 Penalty: 3394.955078
	Iteration 31Q: 3 clusters Score -4364185 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 32451 members 
Entering Unmasked Estep 
Score: -4364185.500000 Penalty: 3394.955078
	Iteration 32Q: 3 clusters Score -4364186 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 32454 members 
Entering Unmasked Estep 
Score: -4364190.500000 Penalty: 3394.955078
	Iteration 33Q: 3 clusters Score -4364190 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 32455 members 
Entering Unmasked Estep 
Score: -4364190.500000 Penalty: 3394.955078
	Iteration 34Q: 3 clusters Score -4364190 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 32457 members 
Entering Unmasked Estep 
Score: -4364186.000000 Penalty: 3394.955078
	Iteration 35Q: 3 clusters Score -4364186 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 32456 members 
Entering Unmasked Estep 
Score: -4364185.000000 Penalty: 3394.955078
	Iteration 36Q: 3 clusters Score -4364185 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 32456 members 
Entering Unmasked Estep 
Score: -4364185.000000 Penalty: 3394.955078
	Iteration 37F: 3 clusters Score -4364185 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (15529 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15529 members 
Entering Unmasked Estep 
Score: -1945730.125000 Penalty: 1568.200439
	Iteration 0F: 2 clusters Score -1945730 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7711 members 
Mstep: Class 2 contains 7818 members 
Entering Unmasked Estep 
Score: -1934975.125000 Penalty: 3136.400879
	Iteration 0F: 3 clusters Score -1934975 nChanged 6938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7573 members 
Mstep: Class 2 contains 7956 members 
Entering Unmasked Estep 
Score: -1938942.375000 Penalty: 3136.400879
	Iteration 1F: 3 clusters Score -1938942 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7554 members 
Mstep: Class 2 contains 7975 members 
Entering Unmasked Estep 
Score: -1939399.125000 Penalty: 3136.400879
	Iteration 2F: 3 clusters Score -1939399 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7568 members 
Mstep: Class 2 contains 7961 members 
Entering Unmasked Estep 
Score: -1939989.750000 Penalty: 3136.400879
	Iteration 3F: 3 clusters Score -1939990 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7585 members 
Mstep: Class 2 contains 7944 members 
Entering Unmasked Estep 
Score: -1940927.500000 Penalty: 3136.400879
	Iteration 4F: 3 clusters Score -1940928 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7681 members 
Mstep: Class 2 contains 7848 members 
Entering Unmasked Estep 
Score: -1941877.750000 Penalty: 3136.400879
	Iteration 5F: 3 clusters Score -1941878 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7854 members 
Mstep: Class 2 contains 7675 members 
Entering Unmasked Estep 
Score: -1942540.125000 Penalty: 3136.400879
	Iteration 6F: 3 clusters Score -1942540 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8080 members 
Mstep: Class 2 contains 7449 members 
Entering Unmasked Estep 
Score: -1942937.875000 Penalty: 3136.400879
	Iteration 7F: 3 clusters Score -1942938 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8293 members 
Mstep: Class 2 contains 7236 members 
Entering Unmasked Estep 
Score: -1943161.875000 Penalty: 3136.400879
	Iteration 8Q: 3 clusters Score -1943162 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8497 members 
Mstep: Class 2 contains 7032 members 
Entering Unmasked Estep 
Score: -1943316.000000 Penalty: 3136.400879
	Iteration 9Q: 3 clusters Score -1943316 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8706 members 
Mstep: Class 2 contains 6823 members 
Entering Unmasked Estep 
Score: -1943440.125000 Penalty: 3136.400879
	Iteration 10Q: 3 clusters Score -1943440 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8907 members 
Mstep: Class 2 contains 6622 members 
Entering Unmasked Estep 
Score: -1943551.125000 Penalty: 3136.400879
	Iteration 11Q: 3 clusters Score -1943551 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9129 members 
Mstep: Class 2 contains 6400 members 
Entering Unmasked Estep 
Score: -1943691.250000 Penalty: 3136.400879
	Iteration 12Q: 3 clusters Score -1943691 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9399 members 
Mstep: Class 2 contains 6130 members 
Entering Unmasked Estep 
Score: -1943879.625000 Penalty: 3136.400879
	Iteration 13Q: 3 clusters Score -1943880 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9708 members 
Mstep: Class 2 contains 5821 members 
Entering Unmasked Estep 
Score: -1944095.375000 Penalty: 3136.400879
	Iteration 14Q: 3 clusters Score -1944095 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10044 members 
Mstep: Class 2 contains 5485 members 
Entering Unmasked Estep 
Score: -1944366.250000 Penalty: 3136.400879
	Iteration 15Q: 3 clusters Score -1944366 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10369 members 
Mstep: Class 2 contains 5160 members 
Entering Unmasked Estep 
Score: -1944591.250000 Penalty: 3136.400879
	Iteration 16Q: 3 clusters Score -1944591 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10677 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
Score: -1944774.625000 Penalty: 3136.400879
	Iteration 17Q: 3 clusters Score -1944775 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10968 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -1944924.875000 Penalty: 3136.400879
	Iteration 18Q: 3 clusters Score -1944925 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11232 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -1945055.750000 Penalty: 3136.400879
	Iteration 19Q: 3 clusters Score -1945056 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11496 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -1945184.125000 Penalty: 3136.400879
	Iteration 20F: 3 clusters Score -1945184 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11747 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -1945291.375000 Penalty: 3136.400879
	Iteration 21Q: 3 clusters Score -1945291 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11959 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -1945393.250000 Penalty: 3136.400879
	Iteration 22Q: 3 clusters Score -1945393 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12147 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -1945464.625000 Penalty: 3136.400879
	Iteration 23Q: 3 clusters Score -1945465 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12304 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -1945527.125000 Penalty: 3136.400879
	Iteration 24Q: 3 clusters Score -1945527 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12438 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -1945566.250000 Penalty: 3136.400879
	Iteration 25Q: 3 clusters Score -1945566 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12555 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -1945612.125000 Penalty: 3136.400879
	Iteration 26Q: 3 clusters Score -1945612 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12665 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -1945649.125000 Penalty: 3136.400879
	Iteration 27Q: 3 clusters Score -1945649 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12755 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -1945675.625000 Penalty: 3136.400879
	Iteration 28Q: 3 clusters Score -1945676 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12820 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -1945696.625000 Penalty: 3136.400879
	Iteration 29Q: 3 clusters Score -1945697 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12879 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -1945712.250000 Penalty: 3136.400879
	Iteration 30Q: 3 clusters Score -1945712 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12927 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -1945716.625000 Penalty: 3136.400879
	Iteration 31Q: 3 clusters Score -1945717 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12965 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -1945727.125000 Penalty: 3136.400879
	Iteration 32Q: 3 clusters Score -1945727 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13002 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -1945730.875000 Penalty: 3136.400879
	Iteration 33Q: 3 clusters Score -1945731 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13028 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -1945738.875000 Penalty: 3136.400879
	Iteration 34Q: 3 clusters Score -1945739 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13055 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -1945738.250000 Penalty: 3136.400879
	Iteration 35Q: 3 clusters Score -1945738 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13082 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -1945743.125000 Penalty: 3136.400879
	Iteration 36Q: 3 clusters Score -1945743 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13100 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -1945750.125000 Penalty: 3136.400879
	Iteration 37Q: 3 clusters Score -1945750 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13111 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -1945746.250000 Penalty: 3136.400879
	Iteration 38Q: 3 clusters Score -1945746 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13120 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -1945751.375000 Penalty: 3136.400879
	Iteration 39Q: 3 clusters Score -1945751 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13134 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -1945752.375000 Penalty: 3136.400879
	Iteration 40F: 3 clusters Score -1945752 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13149 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -1945753.500000 Penalty: 3136.400879
	Iteration 41Q: 3 clusters Score -1945754 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13170 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -1945752.875000 Penalty: 3136.400879
	Iteration 42Q: 3 clusters Score -1945753 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13182 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -1945755.875000 Penalty: 3136.400879
	Iteration 43Q: 3 clusters Score -1945756 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13194 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -1945756.000000 Penalty: 3136.400879
	Iteration 44Q: 3 clusters Score -1945756 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13204 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -1945755.750000 Penalty: 3136.400879
	Iteration 45Q: 3 clusters Score -1945756 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13212 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -1945760.500000 Penalty: 3136.400879
	Iteration 46Q: 3 clusters Score -1945760 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13221 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -1945759.000000 Penalty: 3136.400879
	Iteration 47Q: 3 clusters Score -1945759 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13230 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -1945760.000000 Penalty: 3136.400879
	Iteration 48Q: 3 clusters Score -1945760 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13236 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -1945759.875000 Penalty: 3136.400879
	Iteration 49Q: 3 clusters Score -1945760 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13242 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -1945763.375000 Penalty: 3136.400879
	Iteration 50Q: 3 clusters Score -1945763 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13248 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -1945765.750000 Penalty: 3136.400879
	Iteration 51Q: 3 clusters Score -1945766 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13254 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -1945764.500000 Penalty: 3136.400879
	Iteration 52Q: 3 clusters Score -1945764 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13259 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -1945769.000000 Penalty: 3136.400879
	Iteration 53Q: 3 clusters Score -1945769 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13263 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -1945770.000000 Penalty: 3136.400879
	Iteration 54Q: 3 clusters Score -1945770 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13269 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -1945771.625000 Penalty: 3136.400879
	Iteration 55Q: 3 clusters Score -1945772 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13272 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -1945772.750000 Penalty: 3136.400879
	Iteration 56Q: 3 clusters Score -1945773 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13275 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -1945772.125000 Penalty: 3136.400879
	Iteration 57Q: 3 clusters Score -1945772 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13277 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -1945773.750000 Penalty: 3136.400879
	Iteration 58Q: 3 clusters Score -1945774 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13278 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -1945774.500000 Penalty: 3136.400879
	Iteration 59Q: 3 clusters Score -1945774 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13278 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -1945774.500000 Penalty: 3136.400879
	Iteration 60F: 3 clusters Score -1945774 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 8899 members 
Mstep: Class 3 contains 101368 members 
Mstep: Class 4 contains 10469 members 
Mstep: Class 5 contains 2248 members 
Mstep: Class 6 contains 34407 members 
Mstep: Class 7 contains 13278 members 
Mstep: Class 8 contains 8115 members 
Mstep: Class 9 contains 18238 members 
Mstep: Class 10 contains 27135 members 
Mstep: Class 11 contains 6491 members 
Mstep: Class 12 contains 3231 members 
Mstep: Class 13 contains 17945 members 
Mstep: Class 14 contains 38135 members 
Mstep: Class 15 contains 42394 members 
Mstep: Class 16 contains 3805 members 
Mstep: Class 17 contains 5802 members 
Mstep: Class 18 contains 47588 members 
Mstep: Class 19 contains 3309 members 
Mstep: Class 20 contains 3001 members 
Mstep: Class 21 contains 1101 members 
Mstep: Class 22 contains 3337 members 
Mstep: Class 23 contains 44432 members 
Mstep: Class 24 contains 13219 members 
Mstep: Class 25 contains 12662 members 
Mstep: Class 26 contains 2986 members 
Mstep: Class 27 contains 9499 members 
Mstep: Class 28 contains 2323 members 
Mstep: Class 29 contains 25573 members 
Mstep: Class 30 contains 38840 members 
Mstep: Class 31 contains 4868 members 
Mstep: Class 32 contains 23785 members 
Mstep: Class 33 contains 12693 members 
Mstep: Class 34 contains 6257 members 
Mstep: Class 35 contains 4372 members 
Mstep: Class 36 contains 2378 members 
Mstep: Class 37 contains 17619 members 
Mstep: Class 38 contains 8606 members 
Mstep: Class 39 contains 4911 members 
Mstep: Class 40 contains 14644 members 
Mstep: Class 41 contains 10645 members 
Mstep: Class 42 contains 13042 members 
Mstep: Class 43 contains 144223 members 
Mstep: Class 44 contains 2251 members 
Entering Unmasked Estep 
Score: -100303688.000000 Penalty: 97367.476562
Splitting cluster 7 changes total score from -100303976.000000 to -100303688.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (8115 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8115 members 
Entering Unmasked Estep 
Score: -1024081.437500 Penalty: 1462.738770
	Iteration 0F: 2 clusters Score -1024081 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -1018170.625000 Penalty: 2925.477539
	Iteration 0F: 3 clusters Score -1018171 nChanged 3400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -1020052.062500 Penalty: 2925.477539
	Iteration 1F: 3 clusters Score -1020052 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -1020315.000000 Penalty: 2925.477539
	Iteration 2F: 3 clusters Score -1020315 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -1020587.687500 Penalty: 2925.477539
	Iteration 3F: 3 clusters Score -1020588 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -1020894.312500 Penalty: 2925.477539
	Iteration 4F: 3 clusters Score -1020894 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -1021265.000000 Penalty: 2925.477539
	Iteration 5F: 3 clusters Score -1021265 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -1021646.500000 Penalty: 2925.477539
	Iteration 6F: 3 clusters Score -1021646 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5113 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -1021914.062500 Penalty: 2925.477539
	Iteration 7F: 3 clusters Score -1021914 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5261 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -1022087.375000 Penalty: 2925.477539
	Iteration 8Q: 3 clusters Score -1022087 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5409 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -1022212.125000 Penalty: 2925.477539
	Iteration 9Q: 3 clusters Score -1022212 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5545 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -1022298.687500 Penalty: 2925.477539
	Iteration 10Q: 3 clusters Score -1022299 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5671 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -1022370.437500 Penalty: 2925.477539
	Iteration 11Q: 3 clusters Score -1022370 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5785 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -1022428.125000 Penalty: 2925.477539
	Iteration 12Q: 3 clusters Score -1022428 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5902 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -1022485.625000 Penalty: 2925.477539
	Iteration 13Q: 3 clusters Score -1022486 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6025 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -1022537.437500 Penalty: 2925.477539
	Iteration 14Q: 3 clusters Score -1022537 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6127 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -1022584.375000 Penalty: 2925.477539
	Iteration 15Q: 3 clusters Score -1022584 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6216 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -1022617.250000 Penalty: 2925.477539
	Iteration 16Q: 3 clusters Score -1022617 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6297 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -1022654.937500 Penalty: 2925.477539
	Iteration 17Q: 3 clusters Score -1022655 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6376 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -1022687.750000 Penalty: 2925.477539
	Iteration 18Q: 3 clusters Score -1022688 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6441 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -1022724.062500 Penalty: 2925.477539
	Iteration 19Q: 3 clusters Score -1022724 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6514 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -1022757.125000 Penalty: 2925.477539
	Iteration 20F: 3 clusters Score -1022757 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6590 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -1022796.750000 Penalty: 2925.477539
	Iteration 21Q: 3 clusters Score -1022797 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6669 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -1022835.812500 Penalty: 2925.477539
	Iteration 22Q: 3 clusters Score -1022836 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6751 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -1022884.750000 Penalty: 2925.477539
	Iteration 23Q: 3 clusters Score -1022885 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6831 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -1022933.562500 Penalty: 2925.477539
	Iteration 24Q: 3 clusters Score -1022934 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6900 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -1022972.312500 Penalty: 2925.477539
	Iteration 25Q: 3 clusters Score -1022972 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6957 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -1023002.687500 Penalty: 2925.477539
	Iteration 26Q: 3 clusters Score -1023003 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7014 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -1023039.875000 Penalty: 2925.477539
	Iteration 27Q: 3 clusters Score -1023040 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7087 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -1023092.062500 Penalty: 2925.477539
	Iteration 28Q: 3 clusters Score -1023092 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7154 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -1023143.312500 Penalty: 2925.477539
	Iteration 29Q: 3 clusters Score -1023143 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7199 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -1023172.625000 Penalty: 2925.477539
	Iteration 30Q: 3 clusters Score -1023173 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7236 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -1023196.000000 Penalty: 2925.477539
	Iteration 31Q: 3 clusters Score -1023196 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7264 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -1023213.312500 Penalty: 2925.477539
	Iteration 32Q: 3 clusters Score -1023213 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7294 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -1023234.562500 Penalty: 2925.477539
	Iteration 33Q: 3 clusters Score -1023235 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7322 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -1023255.500000 Penalty: 2925.477539
	Iteration 34Q: 3 clusters Score -1023256 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7349 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -1023273.125000 Penalty: 2925.477539
	Iteration 35Q: 3 clusters Score -1023273 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7372 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -1023285.125000 Penalty: 2925.477539
	Iteration 36Q: 3 clusters Score -1023285 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7391 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -1023295.562500 Penalty: 2925.477539
	Iteration 37Q: 3 clusters Score -1023296 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7407 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -1023306.500000 Penalty: 2925.477539
	Iteration 38Q: 3 clusters Score -1023306 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7420 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -1023310.812500 Penalty: 2925.477539
	Iteration 39Q: 3 clusters Score -1023311 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7435 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -1023322.000000 Penalty: 2925.477539
	Iteration 40F: 3 clusters Score -1023322 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7448 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -1023329.937500 Penalty: 2925.477539
	Iteration 41Q: 3 clusters Score -1023330 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7459 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -1023337.562500 Penalty: 2925.477539
	Iteration 42Q: 3 clusters Score -1023338 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7468 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -1023342.375000 Penalty: 2925.477539
	Iteration 43Q: 3 clusters Score -1023342 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7476 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -1023349.687500 Penalty: 2925.477539
	Iteration 44Q: 3 clusters Score -1023350 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7483 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -1023357.875000 Penalty: 2925.477539
	Iteration 45Q: 3 clusters Score -1023358 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7495 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -1023369.250000 Penalty: 2925.477539
	Iteration 46Q: 3 clusters Score -1023369 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7505 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -1023374.937500 Penalty: 2925.477539
	Iteration 47Q: 3 clusters Score -1023375 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7510 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -1023382.125000 Penalty: 2925.477539
	Iteration 48Q: 3 clusters Score -1023382 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7515 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -1023384.750000 Penalty: 2925.477539
	Iteration 49Q: 3 clusters Score -1023385 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7523 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -1023392.125000 Penalty: 2925.477539
	Iteration 50Q: 3 clusters Score -1023392 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7528 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -1023397.375000 Penalty: 2925.477539
	Iteration 51Q: 3 clusters Score -1023397 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7530 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -1023396.125000 Penalty: 2925.477539
	Iteration 52Q: 3 clusters Score -1023396 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7530 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -1023396.125000 Penalty: 2925.477539
	Iteration 53F: 3 clusters Score -1023396 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (18238 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18238 members 
Entering Unmasked Estep 
Score: -2275577.000000 Penalty: 1594.330078
	Iteration 0F: 2 clusters Score -2275577 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9103 members 
Mstep: Class 2 contains 9135 members 
Entering Unmasked Estep 
Score: -2262979.000000 Penalty: 3188.660156
	Iteration 0F: 3 clusters Score -2262979 nChanged 8281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8626 members 
Mstep: Class 2 contains 9612 members 
Entering Unmasked Estep 
Score: -2267755.250000 Penalty: 3188.660156
	Iteration 1F: 3 clusters Score -2267755 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8170 members 
Mstep: Class 2 contains 10068 members 
Entering Unmasked Estep 
Score: -2268709.000000 Penalty: 3188.660156
	Iteration 2F: 3 clusters Score -2268709 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7554 members 
Mstep: Class 2 contains 10684 members 
Entering Unmasked Estep 
Score: -2269977.750000 Penalty: 3188.660156
	Iteration 3F: 3 clusters Score -2269978 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6971 members 
Mstep: Class 2 contains 11267 members 
Entering Unmasked Estep 
Score: -2271238.000000 Penalty: 3188.660156
	Iteration 4F: 3 clusters Score -2271238 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6497 members 
Mstep: Class 2 contains 11741 members 
Entering Unmasked Estep 
Score: -2272241.250000 Penalty: 3188.660156
	Iteration 5F: 3 clusters Score -2272241 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6146 members 
Mstep: Class 2 contains 12092 members 
Entering Unmasked Estep 
Score: -2272819.750000 Penalty: 3188.660156
	Iteration 6F: 3 clusters Score -2272820 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5917 members 
Mstep: Class 2 contains 12321 members 
Entering Unmasked Estep 
Score: -2273115.250000 Penalty: 3188.660156
	Iteration 7Q: 3 clusters Score -2273115 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5703 members 
Mstep: Class 2 contains 12535 members 
Entering Unmasked Estep 
Score: -2273274.500000 Penalty: 3188.660156
	Iteration 8Q: 3 clusters Score -2273274 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5491 members 
Mstep: Class 2 contains 12747 members 
Entering Unmasked Estep 
Score: -2273374.000000 Penalty: 3188.660156
	Iteration 9Q: 3 clusters Score -2273374 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 12930 members 
Entering Unmasked Estep 
Score: -2273438.250000 Penalty: 3188.660156
	Iteration 10Q: 3 clusters Score -2273438 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 13088 members 
Entering Unmasked Estep 
Score: -2273488.000000 Penalty: 3188.660156
	Iteration 11Q: 3 clusters Score -2273488 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5017 members 
Mstep: Class 2 contains 13221 members 
Entering Unmasked Estep 
Score: -2273515.000000 Penalty: 3188.660156
	Iteration 12Q: 3 clusters Score -2273515 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4913 members 
Mstep: Class 2 contains 13325 members 
Entering Unmasked Estep 
Score: -2273525.750000 Penalty: 3188.660156
	Iteration 13Q: 3 clusters Score -2273526 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 13424 members 
Entering Unmasked Estep 
Score: -2273549.750000 Penalty: 3188.660156
	Iteration 14Q: 3 clusters Score -2273550 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 13524 members 
Entering Unmasked Estep 
Score: -2273567.000000 Penalty: 3188.660156
	Iteration 15Q: 3 clusters Score -2273567 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 13615 members 
Entering Unmasked Estep 
Score: -2273585.250000 Penalty: 3188.660156
	Iteration 16Q: 3 clusters Score -2273585 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 13712 members 
Entering Unmasked Estep 
Score: -2273587.250000 Penalty: 3188.660156
	Iteration 17Q: 3 clusters Score -2273587 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 13822 members 
Entering Unmasked Estep 
Score: -2273598.500000 Penalty: 3188.660156
	Iteration 18Q: 3 clusters Score -2273598 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 13929 members 
Entering Unmasked Estep 
Score: -2273621.750000 Penalty: 3188.660156
	Iteration 19Q: 3 clusters Score -2273622 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 14034 members 
Entering Unmasked Estep 
Score: -2273633.250000 Penalty: 3188.660156
	Iteration 20F: 3 clusters Score -2273633 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 14154 members 
Entering Unmasked Estep 
Score: -2273653.250000 Penalty: 3188.660156
	Iteration 21Q: 3 clusters Score -2273653 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 14277 members 
Entering Unmasked Estep 
Score: -2273683.250000 Penalty: 3188.660156
	Iteration 22Q: 3 clusters Score -2273683 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 14396 members 
Entering Unmasked Estep 
Score: -2273703.750000 Penalty: 3188.660156
	Iteration 23Q: 3 clusters Score -2273704 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 14519 members 
Entering Unmasked Estep 
Score: -2273717.500000 Penalty: 3188.660156
	Iteration 24Q: 3 clusters Score -2273718 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 14665 members 
Entering Unmasked Estep 
Score: -2273757.000000 Penalty: 3188.660156
	Iteration 25Q: 3 clusters Score -2273757 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 14807 members 
Entering Unmasked Estep 
Score: -2273785.500000 Penalty: 3188.660156
	Iteration 26Q: 3 clusters Score -2273786 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 14958 members 
Entering Unmasked Estep 
Score: -2273831.250000 Penalty: 3188.660156
	Iteration 27Q: 3 clusters Score -2273831 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 15097 members 
Entering Unmasked Estep 
Score: -2273859.250000 Penalty: 3188.660156
	Iteration 28Q: 3 clusters Score -2273859 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 15226 members 
Entering Unmasked Estep 
Score: -2273880.000000 Penalty: 3188.660156
	Iteration 29Q: 3 clusters Score -2273880 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 15359 members 
Entering Unmasked Estep 
Score: -2273915.750000 Penalty: 3188.660156
	Iteration 30Q: 3 clusters Score -2273916 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 15503 members 
Entering Unmasked Estep 
Score: -2273955.750000 Penalty: 3188.660156
	Iteration 31Q: 3 clusters Score -2273956 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 15661 members 
Entering Unmasked Estep 
Score: -2273999.500000 Penalty: 3188.660156
	Iteration 32Q: 3 clusters Score -2274000 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 15800 members 
Entering Unmasked Estep 
Score: -2274050.250000 Penalty: 3188.660156
	Iteration 33Q: 3 clusters Score -2274050 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 15953 members 
Entering Unmasked Estep 
Score: -2274092.250000 Penalty: 3188.660156
	Iteration 34Q: 3 clusters Score -2274092 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 16109 members 
Entering Unmasked Estep 
Score: -2274141.250000 Penalty: 3188.660156
	Iteration 35Q: 3 clusters Score -2274141 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 16227 members 
Entering Unmasked Estep 
Score: -2274176.500000 Penalty: 3188.660156
	Iteration 36Q: 3 clusters Score -2274176 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 16336 members 
Entering Unmasked Estep 
Score: -2274219.500000 Penalty: 3188.660156
	Iteration 37Q: 3 clusters Score -2274220 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 16429 members 
Entering Unmasked Estep 
Score: -2274242.250000 Penalty: 3188.660156
	Iteration 38Q: 3 clusters Score -2274242 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 16523 members 
Entering Unmasked Estep 
Score: -2274272.750000 Penalty: 3188.660156
	Iteration 39Q: 3 clusters Score -2274273 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 16612 members 
Entering Unmasked Estep 
Score: -2274296.750000 Penalty: 3188.660156
	Iteration 40F: 3 clusters Score -2274297 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 16689 members 
Entering Unmasked Estep 
Score: -2274327.000000 Penalty: 3188.660156
	Iteration 41Q: 3 clusters Score -2274327 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 16775 members 
Entering Unmasked Estep 
Score: -2274353.500000 Penalty: 3188.660156
	Iteration 42Q: 3 clusters Score -2274354 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 16848 members 
Entering Unmasked Estep 
Score: -2274381.500000 Penalty: 3188.660156
	Iteration 43Q: 3 clusters Score -2274382 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 16901 members 
Entering Unmasked Estep 
Score: -2274405.500000 Penalty: 3188.660156
	Iteration 44Q: 3 clusters Score -2274406 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 16939 members 
Entering Unmasked Estep 
Score: -2274415.000000 Penalty: 3188.660156
	Iteration 45Q: 3 clusters Score -2274415 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 16974 members 
Entering Unmasked Estep 
Score: -2274430.000000 Penalty: 3188.660156
	Iteration 46Q: 3 clusters Score -2274430 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 17002 members 
Entering Unmasked Estep 
Score: -2274436.250000 Penalty: 3188.660156
	Iteration 47Q: 3 clusters Score -2274436 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 17020 members 
Entering Unmasked Estep 
Score: -2274437.750000 Penalty: 3188.660156
	Iteration 48Q: 3 clusters Score -2274438 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 17031 members 
Entering Unmasked Estep 
Score: -2274442.750000 Penalty: 3188.660156
	Iteration 49Q: 3 clusters Score -2274443 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 17040 members 
Entering Unmasked Estep 
Score: -2274445.750000 Penalty: 3188.660156
	Iteration 50Q: 3 clusters Score -2274446 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 17052 members 
Entering Unmasked Estep 
Score: -2274449.000000 Penalty: 3188.660156
	Iteration 51Q: 3 clusters Score -2274449 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 17065 members 
Entering Unmasked Estep 
Score: -2274454.250000 Penalty: 3188.660156
	Iteration 52Q: 3 clusters Score -2274454 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 17078 members 
Entering Unmasked Estep 
Score: -2274455.500000 Penalty: 3188.660156
	Iteration 53Q: 3 clusters Score -2274456 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 17092 members 
Entering Unmasked Estep 
Score: -2274460.250000 Penalty: 3188.660156
	Iteration 54Q: 3 clusters Score -2274460 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 17103 members 
Entering Unmasked Estep 
Score: -2274463.750000 Penalty: 3188.660156
	Iteration 55Q: 3 clusters Score -2274464 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 17113 members 
Entering Unmasked Estep 
Score: -2274468.250000 Penalty: 3188.660156
	Iteration 56Q: 3 clusters Score -2274468 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 17124 members 
Entering Unmasked Estep 
Score: -2274469.500000 Penalty: 3188.660156
	Iteration 57Q: 3 clusters Score -2274470 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 17134 members 
Entering Unmasked Estep 
Score: -2274480.000000 Penalty: 3188.660156
	Iteration 58Q: 3 clusters Score -2274480 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 17140 members 
Entering Unmasked Estep 
Score: -2274478.500000 Penalty: 3188.660156
	Iteration 59Q: 3 clusters Score -2274478 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 17147 members 
Entering Unmasked Estep 
Score: -2274480.250000 Penalty: 3188.660156
	Iteration 60F: 3 clusters Score -2274480 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 17152 members 
Entering Unmasked Estep 
Score: -2274480.250000 Penalty: 3188.660156
	Iteration 61Q: 3 clusters Score -2274480 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 17154 members 
Entering Unmasked Estep 
Score: -2274481.500000 Penalty: 3188.660156
	Iteration 62Q: 3 clusters Score -2274482 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 17157 members 
Entering Unmasked Estep 
Score: -2274483.250000 Penalty: 3188.660156
	Iteration 63Q: 3 clusters Score -2274483 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 17158 members 
Entering Unmasked Estep 
Score: -2274483.250000 Penalty: 3188.660156
	Iteration 64Q: 3 clusters Score -2274483 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 17159 members 
Entering Unmasked Estep 
Score: -2274483.750000 Penalty: 3188.660156
	Iteration 65Q: 3 clusters Score -2274484 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 17162 members 
Entering Unmasked Estep 
Score: -2274484.750000 Penalty: 3188.660156
	Iteration 66Q: 3 clusters Score -2274485 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 17162 members 
Entering Unmasked Estep 
Score: -2274484.750000 Penalty: 3188.660156
	Iteration 67F: 3 clusters Score -2274485 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (27135 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27135 members 
Entering Unmasked Estep 
Score: -3410715.250000 Penalty: 1658.894287
	Iteration 0F: 2 clusters Score -3410715 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13540 members 
Mstep: Class 2 contains 13595 members 
Entering Unmasked Estep 
Score: -3392288.000000 Penalty: 3317.788574
	Iteration 0F: 3 clusters Score -3392288 nChanged 12498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13092 members 
Mstep: Class 2 contains 14043 members 
Entering Unmasked Estep 
Score: -3399271.750000 Penalty: 3317.788574
	Iteration 1F: 3 clusters Score -3399272 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12798 members 
Mstep: Class 2 contains 14337 members 
Entering Unmasked Estep 
Score: -3400026.000000 Penalty: 3317.788574
	Iteration 2F: 3 clusters Score -3400026 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12364 members 
Mstep: Class 2 contains 14771 members 
Entering Unmasked Estep 
Score: -3401039.000000 Penalty: 3317.788574
	Iteration 3F: 3 clusters Score -3401039 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11764 members 
Mstep: Class 2 contains 15371 members 
Entering Unmasked Estep 
Score: -3402196.500000 Penalty: 3317.788574
	Iteration 4F: 3 clusters Score -3402196 nChanged 1825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11109 members 
Mstep: Class 2 contains 16026 members 
Entering Unmasked Estep 
Score: -3403274.500000 Penalty: 3317.788574
	Iteration 5F: 3 clusters Score -3403274 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10472 members 
Mstep: Class 2 contains 16663 members 
Entering Unmasked Estep 
Score: -3404212.500000 Penalty: 3317.788574
	Iteration 6F: 3 clusters Score -3404212 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9827 members 
Mstep: Class 2 contains 17308 members 
Entering Unmasked Estep 
Score: -3405053.250000 Penalty: 3317.788574
	Iteration 7F: 3 clusters Score -3405053 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9185 members 
Mstep: Class 2 contains 17950 members 
Entering Unmasked Estep 
Score: -3405900.000000 Penalty: 3317.788574
	Iteration 8Q: 3 clusters Score -3405900 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8528 members 
Mstep: Class 2 contains 18607 members 
Entering Unmasked Estep 
Score: -3406787.500000 Penalty: 3317.788574
	Iteration 9Q: 3 clusters Score -3406788 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7929 members 
Mstep: Class 2 contains 19206 members 
Entering Unmasked Estep 
Score: -3407743.250000 Penalty: 3317.788574
	Iteration 10Q: 3 clusters Score -3407743 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7404 members 
Mstep: Class 2 contains 19731 members 
Entering Unmasked Estep 
Score: -3408827.000000 Penalty: 3317.788574
	Iteration 11Q: 3 clusters Score -3408827 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7055 members 
Mstep: Class 2 contains 20080 members 
Entering Unmasked Estep 
Score: -3409923.750000 Penalty: 3317.788574
	Iteration 12Q: 3 clusters Score -3409924 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6913 members 
Mstep: Class 2 contains 20222 members 
Entering Unmasked Estep 
Score: -3410720.750000 Penalty: 3317.788574
	Iteration 13Q: 3 clusters Score -3410721 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6874 members 
Mstep: Class 2 contains 20261 members 
Entering Unmasked Estep 
Score: -3411101.500000 Penalty: 3317.788574
	Iteration 14Q: 3 clusters Score -3411102 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6908 members 
Mstep: Class 2 contains 20227 members 
Entering Unmasked Estep 
Score: -3411295.750000 Penalty: 3317.788574
	Iteration 15Q: 3 clusters Score -3411296 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6997 members 
Mstep: Class 2 contains 20138 members 
Entering Unmasked Estep 
Score: -3411392.750000 Penalty: 3317.788574
	Iteration 16Q: 3 clusters Score -3411393 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7116 members 
Mstep: Class 2 contains 20019 members 
Entering Unmasked Estep 
Score: -3411482.000000 Penalty: 3317.788574
	Iteration 17Q: 3 clusters Score -3411482 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7246 members 
Mstep: Class 2 contains 19889 members 
Entering Unmasked Estep 
Score: -3411532.000000 Penalty: 3317.788574
	Iteration 18Q: 3 clusters Score -3411532 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7361 members 
Mstep: Class 2 contains 19774 members 
Entering Unmasked Estep 
Score: -3411578.500000 Penalty: 3317.788574
	Iteration 19Q: 3 clusters Score -3411578 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7469 members 
Mstep: Class 2 contains 19666 members 
Entering Unmasked Estep 
Score: -3411607.250000 Penalty: 3317.788574
	Iteration 20F: 3 clusters Score -3411607 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7562 members 
Mstep: Class 2 contains 19573 members 
Entering Unmasked Estep 
Score: -3411632.750000 Penalty: 3317.788574
	Iteration 21Q: 3 clusters Score -3411633 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7653 members 
Mstep: Class 2 contains 19482 members 
Entering Unmasked Estep 
Score: -3411655.000000 Penalty: 3317.788574
	Iteration 22Q: 3 clusters Score -3411655 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7744 members 
Mstep: Class 2 contains 19391 members 
Entering Unmasked Estep 
Score: -3411671.000000 Penalty: 3317.788574
	Iteration 23Q: 3 clusters Score -3411671 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7822 members 
Mstep: Class 2 contains 19313 members 
Entering Unmasked Estep 
Score: -3411674.250000 Penalty: 3317.788574
	Iteration 24Q: 3 clusters Score -3411674 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7878 members 
Mstep: Class 2 contains 19257 members 
Entering Unmasked Estep 
Score: -3411687.000000 Penalty: 3317.788574
	Iteration 25Q: 3 clusters Score -3411687 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7931 members 
Mstep: Class 2 contains 19204 members 
Entering Unmasked Estep 
Score: -3411689.000000 Penalty: 3317.788574
	Iteration 26Q: 3 clusters Score -3411689 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7968 members 
Mstep: Class 2 contains 19167 members 
Entering Unmasked Estep 
Score: -3411694.000000 Penalty: 3317.788574
	Iteration 27Q: 3 clusters Score -3411694 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7998 members 
Mstep: Class 2 contains 19137 members 
Entering Unmasked Estep 
Score: -3411700.500000 Penalty: 3317.788574
	Iteration 28Q: 3 clusters Score -3411700 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8017 members 
Mstep: Class 2 contains 19118 members 
Entering Unmasked Estep 
Score: -3411697.250000 Penalty: 3317.788574
	Iteration 29Q: 3 clusters Score -3411697 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8034 members 
Mstep: Class 2 contains 19101 members 
Entering Unmasked Estep 
Score: -3411700.250000 Penalty: 3317.788574
	Iteration 30Q: 3 clusters Score -3411700 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8049 members 
Mstep: Class 2 contains 19086 members 
Entering Unmasked Estep 
Score: -3411700.750000 Penalty: 3317.788574
	Iteration 31Q: 3 clusters Score -3411701 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8068 members 
Mstep: Class 2 contains 19067 members 
Entering Unmasked Estep 
Score: -3411697.500000 Penalty: 3317.788574
	Iteration 32Q: 3 clusters Score -3411698 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8084 members 
Mstep: Class 2 contains 19051 members 
Entering Unmasked Estep 
Score: -3411698.750000 Penalty: 3317.788574
	Iteration 33Q: 3 clusters Score -3411699 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8097 members 
Mstep: Class 2 contains 19038 members 
Entering Unmasked Estep 
Score: -3411698.500000 Penalty: 3317.788574
	Iteration 34Q: 3 clusters Score -3411698 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8109 members 
Mstep: Class 2 contains 19026 members 
Entering Unmasked Estep 
Score: -3411702.250000 Penalty: 3317.788574
	Iteration 35Q: 3 clusters Score -3411702 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8121 members 
Mstep: Class 2 contains 19014 members 
Entering Unmasked Estep 
Score: -3411703.750000 Penalty: 3317.788574
	Iteration 36Q: 3 clusters Score -3411704 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8132 members 
Mstep: Class 2 contains 19003 members 
Entering Unmasked Estep 
Score: -3411707.500000 Penalty: 3317.788574
	Iteration 37Q: 3 clusters Score -3411708 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8137 members 
Mstep: Class 2 contains 18998 members 
Entering Unmasked Estep 
Score: -3411703.250000 Penalty: 3317.788574
	Iteration 38Q: 3 clusters Score -3411703 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8138 members 
Mstep: Class 2 contains 18997 members 
Entering Unmasked Estep 
Score: -3411704.000000 Penalty: 3317.788574
	Iteration 39Q: 3 clusters Score -3411704 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8138 members 
Mstep: Class 2 contains 18997 members 
Entering Unmasked Estep 
Score: -3411704.000000 Penalty: 3317.788574
	Iteration 40F: 3 clusters Score -3411704 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 8899 members 
Mstep: Class 3 contains 101368 members 
Mstep: Class 4 contains 10469 members 
Mstep: Class 5 contains 2248 members 
Mstep: Class 6 contains 34407 members 
Mstep: Class 7 contains 15529 members 
Mstep: Class 8 contains 8115 members 
Mstep: Class 9 contains 18238 members 
Mstep: Class 10 contains 8138 members 
Mstep: Class 11 contains 6491 members 
Mstep: Class 12 contains 3231 members 
Mstep: Class 13 contains 17945 members 
Mstep: Class 14 contains 38135 members 
Mstep: Class 15 contains 42394 members 
Mstep: Class 16 contains 3805 members 
Mstep: Class 17 contains 5802 members 
Mstep: Class 18 contains 47588 members 
Mstep: Class 19 contains 3309 members 
Mstep: Class 20 contains 3001 members 
Mstep: Class 21 contains 1101 members 
Mstep: Class 22 contains 3337 members 
Mstep: Class 23 contains 44432 members 
Mstep: Class 24 contains 13219 members 
Mstep: Class 25 contains 12662 members 
Mstep: Class 26 contains 2986 members 
Mstep: Class 27 contains 9499 members 
Mstep: Class 28 contains 2323 members 
Mstep: Class 29 contains 25573 members 
Mstep: Class 30 contains 38840 members 
Mstep: Class 31 contains 4868 members 
Mstep: Class 32 contains 23785 members 
Mstep: Class 33 contains 12693 members 
Mstep: Class 34 contains 6257 members 
Mstep: Class 35 contains 4372 members 
Mstep: Class 36 contains 2378 members 
Mstep: Class 37 contains 17619 members 
Mstep: Class 38 contains 8606 members 
Mstep: Class 39 contains 4911 members 
Mstep: Class 40 contains 14644 members 
Mstep: Class 41 contains 10645 members 
Mstep: Class 42 contains 13042 members 
Mstep: Class 43 contains 144223 members 
Mstep: Class 44 contains 18997 members 
Entering Unmasked Estep 
Score: -100304448.000000 Penalty: 97367.476562
Splitting cluster 10 changes total score from -100303976.000000 to -100304448.000000
So it's getting split into cluster 44.
Entering ConstructFrom: 
Trying to split cluster 11 (6491 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6491 members 
Entering Unmasked Estep 
Score: -788094.062500 Penalty: 1426.452881
	Iteration 0F: 2 clusters Score -788094.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -783179.250000 Penalty: 2852.905762
	Iteration 0F: 3 clusters Score -783179.2 nChanged 2769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -784814.937500 Penalty: 2852.905762
	Iteration 1F: 3 clusters Score -784814.9 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -785204.312500 Penalty: 2852.905762
	Iteration 2F: 3 clusters Score -785204.3 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -785645.875000 Penalty: 2852.905762
	Iteration 3F: 3 clusters Score -785645.9 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -786245.375000 Penalty: 2852.905762
	Iteration 4F: 3 clusters Score -786245.4 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -786947.312500 Penalty: 2852.905762
	Iteration 5F: 3 clusters Score -786947.3 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -787546.312500 Penalty: 2852.905762
	Iteration 6F: 3 clusters Score -787546.3 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -787873.437500 Penalty: 2852.905762
	Iteration 7F: 3 clusters Score -787873.4 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -788067.937500 Penalty: 2852.905762
	Iteration 8Q: 3 clusters Score -788067.9 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -788172.375000 Penalty: 2852.905762
	Iteration 9Q: 3 clusters Score -788172.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -788208.750000 Penalty: 2852.905762
	Iteration 10Q: 3 clusters Score -788208.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -788231.375000 Penalty: 2852.905762
	Iteration 11Q: 3 clusters Score -788231.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -788240.500000 Penalty: 2852.905762
	Iteration 12Q: 3 clusters Score -788240.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -788247.687500 Penalty: 2852.905762
	Iteration 13Q: 3 clusters Score -788247.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -788256.000000 Penalty: 2852.905762
	Iteration 14Q: 3 clusters Score -788256 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -788262.250000 Penalty: 2852.905762
	Iteration 15Q: 3 clusters Score -788262.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -788268.250000 Penalty: 2852.905762
	Iteration 16Q: 3 clusters Score -788268.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -788272.750000 Penalty: 2852.905762
	Iteration 17Q: 3 clusters Score -788272.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -788279.812500 Penalty: 2852.905762
	Iteration 18Q: 3 clusters Score -788279.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -788285.875000 Penalty: 2852.905762
	Iteration 19Q: 3 clusters Score -788285.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -788290.687500 Penalty: 2852.905762
	Iteration 20F: 3 clusters Score -788290.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -788297.875000 Penalty: 2852.905762
	Iteration 21Q: 3 clusters Score -788297.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -788301.625000 Penalty: 2852.905762
	Iteration 22Q: 3 clusters Score -788301.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -788304.750000 Penalty: 2852.905762
	Iteration 23Q: 3 clusters Score -788304.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -788305.375000 Penalty: 2852.905762
	Iteration 24Q: 3 clusters Score -788305.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -788310.250000 Penalty: 2852.905762
	Iteration 25Q: 3 clusters Score -788310.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -788311.187500 Penalty: 2852.905762
	Iteration 26Q: 3 clusters Score -788311.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -788317.375000 Penalty: 2852.905762
	Iteration 27Q: 3 clusters Score -788317.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -788321.500000 Penalty: 2852.905762
	Iteration 28Q: 3 clusters Score -788321.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -788328.125000 Penalty: 2852.905762
	Iteration 29Q: 3 clusters Score -788328.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -788341.312500 Penalty: 2852.905762
	Iteration 30Q: 3 clusters Score -788341.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -788356.062500 Penalty: 2852.905762
	Iteration 31Q: 3 clusters Score -788356.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -788375.250000 Penalty: 2852.905762
	Iteration 32Q: 3 clusters Score -788375.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -788393.500000 Penalty: 2852.905762
	Iteration 33Q: 3 clusters Score -788393.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -788410.250000 Penalty: 2852.905762
	Iteration 34Q: 3 clusters Score -788410.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -788427.000000 Penalty: 2852.905762
	Iteration 35Q: 3 clusters Score -788427 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -788438.375000 Penalty: 2852.905762
	Iteration 36Q: 3 clusters Score -788438.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -788443.750000 Penalty: 2852.905762
	Iteration 37Q: 3 clusters Score -788443.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -788447.562500 Penalty: 2852.905762
	Iteration 38Q: 3 clusters Score -788447.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -788452.312500 Penalty: 2852.905762
	Iteration 39Q: 3 clusters Score -788452.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -788457.625000 Penalty: 2852.905762
	Iteration 40F: 3 clusters Score -788457.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -788460.500000 Penalty: 2852.905762
	Iteration 41Q: 3 clusters Score -788460.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -788465.562500 Penalty: 2852.905762
	Iteration 42Q: 3 clusters Score -788465.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -788470.250000 Penalty: 2852.905762
	Iteration 43Q: 3 clusters Score -788470.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -788474.625000 Penalty: 2852.905762
	Iteration 44Q: 3 clusters Score -788474.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -788475.250000 Penalty: 2852.905762
	Iteration 45Q: 3 clusters Score -788475.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -788479.937500 Penalty: 2852.905762
	Iteration 46Q: 3 clusters Score -788479.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -788483.812500 Penalty: 2852.905762
	Iteration 47Q: 3 clusters Score -788483.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -788489.937500 Penalty: 2852.905762
	Iteration 48Q: 3 clusters Score -788489.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -788495.125000 Penalty: 2852.905762
	Iteration 49Q: 3 clusters Score -788495.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -788499.375000 Penalty: 2852.905762
	Iteration 50Q: 3 clusters Score -788499.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -788503.437500 Penalty: 2852.905762
	Iteration 51Q: 3 clusters Score -788503.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -788507.187500 Penalty: 2852.905762
	Iteration 52Q: 3 clusters Score -788507.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -788509.062500 Penalty: 2852.905762
	Iteration 53Q: 3 clusters Score -788509.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -788514.500000 Penalty: 2852.905762
	Iteration 54Q: 3 clusters Score -788514.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -788529.187500 Penalty: 2852.905762
	Iteration 55Q: 3 clusters Score -788529.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -788548.625000 Penalty: 2852.905762
	Iteration 56Q: 3 clusters Score -788548.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -788559.625000 Penalty: 2852.905762
	Iteration 57Q: 3 clusters Score -788559.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -788573.625000 Penalty: 2852.905762
	Iteration 58Q: 3 clusters Score -788573.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -788588.187500 Penalty: 2852.905762
	Iteration 59Q: 3 clusters Score -788588.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -788597.437500 Penalty: 2852.905762
	Iteration 60F: 3 clusters Score -788597.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -788608.250000 Penalty: 2852.905762
	Iteration 61Q: 3 clusters Score -788608.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -788616.625000 Penalty: 2852.905762
	Iteration 62Q: 3 clusters Score -788616.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -788625.312500 Penalty: 2852.905762
	Iteration 63Q: 3 clusters Score -788625.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -788636.562500 Penalty: 2852.905762
	Iteration 64Q: 3 clusters Score -788636.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -788644.625000 Penalty: 2852.905762
	Iteration 65Q: 3 clusters Score -788644.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -788658.562500 Penalty: 2852.905762
	Iteration 66Q: 3 clusters Score -788658.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -788673.187500 Penalty: 2852.905762
	Iteration 67Q: 3 clusters Score -788673.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -788690.812500 Penalty: 2852.905762
	Iteration 68Q: 3 clusters Score -788690.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -788700.062500 Penalty: 2852.905762
	Iteration 69Q: 3 clusters Score -788700.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -788704.687500 Penalty: 2852.905762
	Iteration 70Q: 3 clusters Score -788704.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -788704.000000 Penalty: 2852.905762
	Iteration 71Q: 3 clusters Score -788704 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -788707.062500 Penalty: 2852.905762
	Iteration 72Q: 3 clusters Score -788707.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -788708.375000 Penalty: 2852.905762
	Iteration 73Q: 3 clusters Score -788708.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -788708.937500 Penalty: 2852.905762
	Iteration 74Q: 3 clusters Score -788708.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -788709.812500 Penalty: 2852.905762
	Iteration 75Q: 3 clusters Score -788709.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -788708.812500 Penalty: 2852.905762
	Iteration 76Q: 3 clusters Score -788708.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -788708.812500 Penalty: 2852.905762
	Iteration 77F: 3 clusters Score -788708.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 8899 members 
Mstep: Class 3 contains 101368 members 
Mstep: Class 4 contains 10469 members 
Mstep: Class 5 contains 2248 members 
Mstep: Class 6 contains 34407 members 
Mstep: Class 7 contains 15529 members 
Mstep: Class 8 contains 8115 members 
Mstep: Class 9 contains 18238 members 
Mstep: Class 10 contains 8138 members 
Mstep: Class 11 contains 4836 members 
Mstep: Class 12 contains 3231 members 
Mstep: Class 13 contains 17945 members 
Mstep: Class 14 contains 38135 members 
Mstep: Class 15 contains 42394 members 
Mstep: Class 16 contains 3805 members 
Mstep: Class 17 contains 5802 members 
Mstep: Class 18 contains 47588 members 
Mstep: Class 19 contains 3309 members 
Mstep: Class 20 contains 3001 members 
Mstep: Class 21 contains 1101 members 
Mstep: Class 22 contains 3337 members 
Mstep: Class 23 contains 44432 members 
Mstep: Class 24 contains 13219 members 
Mstep: Class 25 contains 12662 members 
Mstep: Class 26 contains 2986 members 
Mstep: Class 27 contains 9499 members 
Mstep: Class 28 contains 2323 members 
Mstep: Class 29 contains 25573 members 
Mstep: Class 30 contains 38840 members 
Mstep: Class 31 contains 4868 members 
Mstep: Class 32 contains 23785 members 
Mstep: Class 33 contains 12693 members 
Mstep: Class 34 contains 6257 members 
Mstep: Class 35 contains 4372 members 
Mstep: Class 36 contains 2378 members 
Mstep: Class 37 contains 17619 members 
Mstep: Class 38 contains 8606 members 
Mstep: Class 39 contains 4911 members 
Mstep: Class 40 contains 14644 members 
Mstep: Class 41 contains 10645 members 
Mstep: Class 42 contains 13042 members 
Mstep: Class 43 contains 144223 members 
Mstep: Class 44 contains 18997 members 
Mstep: Class 45 contains 1655 members 
Entering Unmasked Estep 
Score: -100304080.000000 Penalty: 99580.367188
Splitting cluster 11 changes total score from -100303976.000000 to -100304080.000000
So it's getting split into cluster 45.
Entering ConstructFrom: 
Trying to split cluster 12 (3231 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Entering Unmasked Estep 
Score: -405810.281250 Penalty: 1313.088989
	Iteration 0F: 2 clusters Score -405810.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -402945.375000 Penalty: 2626.177979
	Iteration 0F: 3 clusters Score -402945.4 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -403653.312500 Penalty: 2626.177979
	Iteration 1F: 3 clusters Score -403653.3 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -403799.625000 Penalty: 2626.177979
	Iteration 2F: 3 clusters Score -403799.6 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -403914.343750 Penalty: 2626.177979
	Iteration 3F: 3 clusters Score -403914.3 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -404009.906250 Penalty: 2626.177979
	Iteration 4Q: 3 clusters Score -404009.9 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -404117.781250 Penalty: 2626.177979
	Iteration 5Q: 3 clusters Score -404117.8 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -404221.343750 Penalty: 2626.177979
	Iteration 6Q: 3 clusters Score -404221.3 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -404316.406250 Penalty: 2626.177979
	Iteration 7Q: 3 clusters Score -404316.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -404401.406250 Penalty: 2626.177979
	Iteration 8Q: 3 clusters Score -404401.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -404486.406250 Penalty: 2626.177979
	Iteration 9Q: 3 clusters Score -404486.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -404554.718750 Penalty: 2626.177979
	Iteration 10Q: 3 clusters Score -404554.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -404599.437500 Penalty: 2626.177979
	Iteration 11Q: 3 clusters Score -404599.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -404624.750000 Penalty: 2626.177979
	Iteration 12Q: 3 clusters Score -404624.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -404642.375000 Penalty: 2626.177979
	Iteration 13Q: 3 clusters Score -404642.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -404661.312500 Penalty: 2626.177979
	Iteration 14Q: 3 clusters Score -404661.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -404675.031250 Penalty: 2626.177979
	Iteration 15Q: 3 clusters Score -404675 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -404682.437500 Penalty: 2626.177979
	Iteration 16Q: 3 clusters Score -404682.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -404687.562500 Penalty: 2626.177979
	Iteration 17Q: 3 clusters Score -404687.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -404694.593750 Penalty: 2626.177979
	Iteration 18Q: 3 clusters Score -404694.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -404698.375000 Penalty: 2626.177979
	Iteration 19Q: 3 clusters Score -404698.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -404700.968750 Penalty: 2626.177979
	Iteration 20F: 3 clusters Score -404701 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -404703.906250 Penalty: 2626.177979
	Iteration 21Q: 3 clusters Score -404703.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -404706.875000 Penalty: 2626.177979
	Iteration 22Q: 3 clusters Score -404706.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -404708.468750 Penalty: 2626.177979
	Iteration 23Q: 3 clusters Score -404708.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -404710.031250 Penalty: 2626.177979
	Iteration 24Q: 3 clusters Score -404710 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -404710.343750 Penalty: 2626.177979
	Iteration 25Q: 3 clusters Score -404710.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -404711.000000 Penalty: 2626.177979
	Iteration 26Q: 3 clusters Score -404711 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -404712.937500 Penalty: 2626.177979
	Iteration 27Q: 3 clusters Score -404712.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -404713.406250 Penalty: 2626.177979
	Iteration 28Q: 3 clusters Score -404713.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -404713.531250 Penalty: 2626.177979
	Iteration 29Q: 3 clusters Score -404713.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -404714.343750 Penalty: 2626.177979
	Iteration 30Q: 3 clusters Score -404714.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -404714.218750 Penalty: 2626.177979
	Iteration 31Q: 3 clusters Score -404714.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -404716.062500 Penalty: 2626.177979
	Iteration 32Q: 3 clusters Score -404716.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -404716.406250 Penalty: 2626.177979
	Iteration 33Q: 3 clusters Score -404716.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -404717.562500 Penalty: 2626.177979
	Iteration 34Q: 3 clusters Score -404717.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -404719.625000 Penalty: 2626.177979
	Iteration 35Q: 3 clusters Score -404719.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -404722.750000 Penalty: 2626.177979
	Iteration 36Q: 3 clusters Score -404722.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -404726.312500 Penalty: 2626.177979
	Iteration 37Q: 3 clusters Score -404726.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -404730.093750 Penalty: 2626.177979
	Iteration 38Q: 3 clusters Score -404730.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -404734.156250 Penalty: 2626.177979
	Iteration 39Q: 3 clusters Score -404734.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -404738.281250 Penalty: 2626.177979
	Iteration 40F: 3 clusters Score -404738.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -404741.000000 Penalty: 2626.177979
	Iteration 41Q: 3 clusters Score -404741 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -404742.000000 Penalty: 2626.177979
	Iteration 42Q: 3 clusters Score -404742 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -404745.343750 Penalty: 2626.177979
	Iteration 43Q: 3 clusters Score -404745.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -404749.031250 Penalty: 2626.177979
	Iteration 44Q: 3 clusters Score -404749 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -404753.656250 Penalty: 2626.177979
	Iteration 45Q: 3 clusters Score -404753.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -404758.437500 Penalty: 2626.177979
	Iteration 46Q: 3 clusters Score -404758.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -404763.906250 Penalty: 2626.177979
	Iteration 47Q: 3 clusters Score -404763.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -404769.312500 Penalty: 2626.177979
	Iteration 48Q: 3 clusters Score -404769.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -404772.312500 Penalty: 2626.177979
	Iteration 49Q: 3 clusters Score -404772.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -404774.593750 Penalty: 2626.177979
	Iteration 50Q: 3 clusters Score -404774.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -404775.906250 Penalty: 2626.177979
	Iteration 51Q: 3 clusters Score -404775.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -404777.250000 Penalty: 2626.177979
	Iteration 52Q: 3 clusters Score -404777.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -404777.437500 Penalty: 2626.177979
	Iteration 53Q: 3 clusters Score -404777.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -404778.812500 Penalty: 2626.177979
	Iteration 54Q: 3 clusters Score -404778.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -404778.718750 Penalty: 2626.177979
	Iteration 55Q: 3 clusters Score -404778.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -404780.031250 Penalty: 2626.177979
	Iteration 56Q: 3 clusters Score -404780 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -404780.031250 Penalty: 2626.177979
	Iteration 57F: 3 clusters Score -404780 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (17945 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17945 members 
Entering Unmasked Estep 
Score: -2077738.000000 Penalty: 1591.698364
	Iteration 0F: 2 clusters Score -2077738 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9002 members 
Mstep: Class 2 contains 8943 members 
Entering Unmasked Estep 
Score: -2065475.375000 Penalty: 3183.396729
	Iteration 0F: 3 clusters Score -2065475 nChanged 8055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9091 members 
Mstep: Class 2 contains 8854 members 
Entering Unmasked Estep 
Score: -2070478.000000 Penalty: 3183.396729
	Iteration 1F: 3 clusters Score -2070478 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9176 members 
Mstep: Class 2 contains 8769 members 
Entering Unmasked Estep 
Score: -2071203.125000 Penalty: 3183.396729
	Iteration 2F: 3 clusters Score -2071203 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9283 members 
Mstep: Class 2 contains 8662 members 
Entering Unmasked Estep 
Score: -2071840.125000 Penalty: 3183.396729
	Iteration 3F: 3 clusters Score -2071840 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9359 members 
Mstep: Class 2 contains 8586 members 
Entering Unmasked Estep 
Score: -2072398.375000 Penalty: 3183.396729
	Iteration 4F: 3 clusters Score -2072398 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9436 members 
Mstep: Class 2 contains 8509 members 
Entering Unmasked Estep 
Score: -2072890.375000 Penalty: 3183.396729
	Iteration 5F: 3 clusters Score -2072890 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9511 members 
Mstep: Class 2 contains 8434 members 
Entering Unmasked Estep 
Score: -2073305.250000 Penalty: 3183.396729
	Iteration 6Q: 3 clusters Score -2073305 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9611 members 
Mstep: Class 2 contains 8334 members 
Entering Unmasked Estep 
Score: -2073637.000000 Penalty: 3183.396729
	Iteration 7Q: 3 clusters Score -2073637 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9743 members 
Mstep: Class 2 contains 8202 members 
Entering Unmasked Estep 
Score: -2073986.000000 Penalty: 3183.396729
	Iteration 8Q: 3 clusters Score -2073986 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9899 members 
Mstep: Class 2 contains 8046 members 
Entering Unmasked Estep 
Score: -2074315.750000 Penalty: 3183.396729
	Iteration 9Q: 3 clusters Score -2074316 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10121 members 
Mstep: Class 2 contains 7824 members 
Entering Unmasked Estep 
Score: -2074608.875000 Penalty: 3183.396729
	Iteration 10Q: 3 clusters Score -2074609 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10371 members 
Mstep: Class 2 contains 7574 members 
Entering Unmasked Estep 
Score: -2074845.375000 Penalty: 3183.396729
	Iteration 11Q: 3 clusters Score -2074845 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10592 members 
Mstep: Class 2 contains 7353 members 
Entering Unmasked Estep 
Score: -2075014.125000 Penalty: 3183.396729
	Iteration 12Q: 3 clusters Score -2075014 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10804 members 
Mstep: Class 2 contains 7141 members 
Entering Unmasked Estep 
Score: -2075132.125000 Penalty: 3183.396729
	Iteration 13Q: 3 clusters Score -2075132 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11037 members 
Mstep: Class 2 contains 6908 members 
Entering Unmasked Estep 
Score: -2075232.000000 Penalty: 3183.396729
	Iteration 14Q: 3 clusters Score -2075232 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11272 members 
Mstep: Class 2 contains 6673 members 
Entering Unmasked Estep 
Score: -2075319.625000 Penalty: 3183.396729
	Iteration 15Q: 3 clusters Score -2075320 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11487 members 
Mstep: Class 2 contains 6458 members 
Entering Unmasked Estep 
Score: -2075395.250000 Penalty: 3183.396729
	Iteration 16Q: 3 clusters Score -2075395 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11726 members 
Mstep: Class 2 contains 6219 members 
Entering Unmasked Estep 
Score: -2075461.750000 Penalty: 3183.396729
	Iteration 17Q: 3 clusters Score -2075462 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11953 members 
Mstep: Class 2 contains 5992 members 
Entering Unmasked Estep 
Score: -2075528.375000 Penalty: 3183.396729
	Iteration 18Q: 3 clusters Score -2075528 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12169 members 
Mstep: Class 2 contains 5776 members 
Entering Unmasked Estep 
Score: -2075596.000000 Penalty: 3183.396729
	Iteration 19Q: 3 clusters Score -2075596 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12381 members 
Mstep: Class 2 contains 5564 members 
Entering Unmasked Estep 
Score: -2075654.625000 Penalty: 3183.396729
	Iteration 20F: 3 clusters Score -2075655 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12578 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -2075699.875000 Penalty: 3183.396729
	Iteration 21Q: 3 clusters Score -2075700 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12742 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
Score: -2075736.625000 Penalty: 3183.396729
	Iteration 22Q: 3 clusters Score -2075737 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12923 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -2075785.500000 Penalty: 3183.396729
	Iteration 23Q: 3 clusters Score -2075786 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13115 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -2075830.125000 Penalty: 3183.396729
	Iteration 24Q: 3 clusters Score -2075830 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13284 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -2075873.000000 Penalty: 3183.396729
	Iteration 25Q: 3 clusters Score -2075873 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13437 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -2075916.625000 Penalty: 3183.396729
	Iteration 26Q: 3 clusters Score -2075917 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13604 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -2075964.625000 Penalty: 3183.396729
	Iteration 27Q: 3 clusters Score -2075965 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13768 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -2076005.750000 Penalty: 3183.396729
	Iteration 28Q: 3 clusters Score -2076006 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13916 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -2076037.750000 Penalty: 3183.396729
	Iteration 29Q: 3 clusters Score -2076038 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14065 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -2076080.875000 Penalty: 3183.396729
	Iteration 30Q: 3 clusters Score -2076081 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14233 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -2076129.250000 Penalty: 3183.396729
	Iteration 31Q: 3 clusters Score -2076129 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14383 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -2076178.250000 Penalty: 3183.396729
	Iteration 32Q: 3 clusters Score -2076178 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14535 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -2076216.875000 Penalty: 3183.396729
	Iteration 33Q: 3 clusters Score -2076217 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14682 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -2076250.125000 Penalty: 3183.396729
	Iteration 34Q: 3 clusters Score -2076250 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14802 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -2076284.375000 Penalty: 3183.396729
	Iteration 35Q: 3 clusters Score -2076284 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14927 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -2076323.750000 Penalty: 3183.396729
	Iteration 36Q: 3 clusters Score -2076324 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15050 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -2076352.250000 Penalty: 3183.396729
	Iteration 37Q: 3 clusters Score -2076352 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15171 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -2076390.875000 Penalty: 3183.396729
	Iteration 38Q: 3 clusters Score -2076391 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15290 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -2076419.375000 Penalty: 3183.396729
	Iteration 39Q: 3 clusters Score -2076419 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15400 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -2076449.000000 Penalty: 3183.396729
	Iteration 40F: 3 clusters Score -2076449 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15505 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -2076492.875000 Penalty: 3183.396729
	Iteration 41Q: 3 clusters Score -2076493 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15601 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -2076522.375000 Penalty: 3183.396729
	Iteration 42Q: 3 clusters Score -2076522 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15688 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -2076545.625000 Penalty: 3183.396729
	Iteration 43Q: 3 clusters Score -2076546 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15771 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -2076559.500000 Penalty: 3183.396729
	Iteration 44Q: 3 clusters Score -2076560 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15853 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -2076585.125000 Penalty: 3183.396729
	Iteration 45Q: 3 clusters Score -2076585 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15921 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -2076603.500000 Penalty: 3183.396729
	Iteration 46Q: 3 clusters Score -2076604 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15987 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -2076610.875000 Penalty: 3183.396729
	Iteration 47Q: 3 clusters Score -2076611 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16041 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -2076628.500000 Penalty: 3183.396729
	Iteration 48Q: 3 clusters Score -2076628 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16100 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -2076649.125000 Penalty: 3183.396729
	Iteration 49Q: 3 clusters Score -2076649 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16148 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -2076657.500000 Penalty: 3183.396729
	Iteration 50Q: 3 clusters Score -2076658 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16189 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -2076664.625000 Penalty: 3183.396729
	Iteration 51Q: 3 clusters Score -2076665 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16222 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -2076675.500000 Penalty: 3183.396729
	Iteration 52Q: 3 clusters Score -2076676 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16249 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -2076682.250000 Penalty: 3183.396729
	Iteration 53Q: 3 clusters Score -2076682 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16273 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -2076687.250000 Penalty: 3183.396729
	Iteration 54Q: 3 clusters Score -2076687 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16296 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -2076687.750000 Penalty: 3183.396729
	Iteration 55Q: 3 clusters Score -2076688 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16315 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -2076690.125000 Penalty: 3183.396729
	Iteration 56Q: 3 clusters Score -2076690 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16329 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -2076697.750000 Penalty: 3183.396729
	Iteration 57Q: 3 clusters Score -2076698 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16351 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -2076702.875000 Penalty: 3183.396729
	Iteration 58Q: 3 clusters Score -2076703 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16373 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -2076710.000000 Penalty: 3183.396729
	Iteration 59Q: 3 clusters Score -2076710 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16396 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -2076717.375000 Penalty: 3183.396729
	Iteration 60F: 3 clusters Score -2076717 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16422 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -2076729.375000 Penalty: 3183.396729
	Iteration 61Q: 3 clusters Score -2076729 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16451 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -2076733.875000 Penalty: 3183.396729
	Iteration 62Q: 3 clusters Score -2076734 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16470 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -2076744.250000 Penalty: 3183.396729
	Iteration 63Q: 3 clusters Score -2076744 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16492 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -2076751.750000 Penalty: 3183.396729
	Iteration 64Q: 3 clusters Score -2076752 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16520 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -2076769.375000 Penalty: 3183.396729
	Iteration 65Q: 3 clusters Score -2076769 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16547 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -2076776.750000 Penalty: 3183.396729
	Iteration 66Q: 3 clusters Score -2076777 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16567 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -2076787.625000 Penalty: 3183.396729
	Iteration 67Q: 3 clusters Score -2076788 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16582 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -2076787.250000 Penalty: 3183.396729
	Iteration 68Q: 3 clusters Score -2076787 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16591 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -2076790.750000 Penalty: 3183.396729
	Iteration 69Q: 3 clusters Score -2076791 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16597 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -2076790.250000 Penalty: 3183.396729
	Iteration 70Q: 3 clusters Score -2076790 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16596 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -2076797.750000 Penalty: 3183.396729
	Iteration 71Q: 3 clusters Score -2076798 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16600 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -2076794.375000 Penalty: 3183.396729
	Iteration 72Q: 3 clusters Score -2076794 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16604 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -2076793.125000 Penalty: 3183.396729
	Iteration 73Q: 3 clusters Score -2076793 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16609 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -2076794.625000 Penalty: 3183.396729
	Iteration 74Q: 3 clusters Score -2076795 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16615 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -2076798.625000 Penalty: 3183.396729
	Iteration 75Q: 3 clusters Score -2076799 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16618 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -2076799.125000 Penalty: 3183.396729
	Iteration 76Q: 3 clusters Score -2076799 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16621 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -2076797.625000 Penalty: 3183.396729
	Iteration 77Q: 3 clusters Score -2076798 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16625 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -2076800.875000 Penalty: 3183.396729
	Iteration 78Q: 3 clusters Score -2076801 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16630 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -2076801.625000 Penalty: 3183.396729
	Iteration 79Q: 3 clusters Score -2076802 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16637 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -2076803.500000 Penalty: 3183.396729
	Iteration 80F: 3 clusters Score -2076804 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16642 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -2076801.500000 Penalty: 3183.396729
	Iteration 81Q: 3 clusters Score -2076802 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16646 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -2076804.000000 Penalty: 3183.396729
	Iteration 82Q: 3 clusters Score -2076804 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16647 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -2076804.500000 Penalty: 3183.396729
	Iteration 83Q: 3 clusters Score -2076804 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16647 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -2076804.500000 Penalty: 3183.396729
	Iteration 84F: 3 clusters Score -2076804 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (38135 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38135 members 
Entering Unmasked Estep 
Score: -4828080.500000 Penalty: 1714.194336
	Iteration 0F: 2 clusters Score -4828080 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19168 members 
Mstep: Class 2 contains 18967 members 
Entering Unmasked Estep 
Score: -4802396.500000 Penalty: 3428.388672
	Iteration 0F: 3 clusters Score -4802396 nChanged 17798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19948 members 
Mstep: Class 2 contains 18187 members 
Entering Unmasked Estep 
Score: -4812279.000000 Penalty: 3428.388672
	Iteration 1F: 3 clusters Score -4812279 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20332 members 
Mstep: Class 2 contains 17803 members 
Entering Unmasked Estep 
Score: -4812774.500000 Penalty: 3428.388672
	Iteration 2Q: 3 clusters Score -4812774 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20901 members 
Mstep: Class 2 contains 17234 members 
Entering Unmasked Estep 
Score: -4813307.000000 Penalty: 3428.388672
	Iteration 3Q: 3 clusters Score -4813307 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21732 members 
Mstep: Class 2 contains 16403 members 
Entering Unmasked Estep 
Score: -4813920.000000 Penalty: 3428.388672
	Iteration 4Q: 3 clusters Score -4813920 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22906 members 
Mstep: Class 2 contains 15229 members 
Entering Unmasked Estep 
Score: -4814846.000000 Penalty: 3428.388672
	Iteration 5Q: 3 clusters Score -4814846 nChanged 2122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24502 members 
Mstep: Class 2 contains 13633 members 
Entering Unmasked Estep 
Score: -4816137.000000 Penalty: 3428.388672
	Iteration 6F: 3 clusters Score -4816137 nChanged 2502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26560 members 
Mstep: Class 2 contains 11575 members 
Entering Unmasked Estep 
Score: -4818039.000000 Penalty: 3428.388672
	Iteration 7F: 3 clusters Score -4818039 nChanged 2490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28666 members 
Mstep: Class 2 contains 9469 members 
Entering Unmasked Estep 
Score: -4820217.000000 Penalty: 3428.388672
	Iteration 8F: 3 clusters Score -4820217 nChanged 2147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30381 members 
Mstep: Class 2 contains 7754 members 
Entering Unmasked Estep 
Score: -4822279.500000 Penalty: 3428.388672
	Iteration 9F: 3 clusters Score -4822280 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31487 members 
Mstep: Class 2 contains 6648 members 
Entering Unmasked Estep 
Score: -4823731.500000 Penalty: 3428.388672
	Iteration 10Q: 3 clusters Score -4823732 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32134 members 
Mstep: Class 2 contains 6001 members 
Entering Unmasked Estep 
Score: -4824581.000000 Penalty: 3428.388672
	Iteration 11Q: 3 clusters Score -4824581 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32551 members 
Mstep: Class 2 contains 5584 members 
Entering Unmasked Estep 
Score: -4825043.500000 Penalty: 3428.388672
	Iteration 12Q: 3 clusters Score -4825044 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32849 members 
Mstep: Class 2 contains 5286 members 
Entering Unmasked Estep 
Score: -4825258.000000 Penalty: 3428.388672
	Iteration 13Q: 3 clusters Score -4825258 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33100 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -4825385.500000 Penalty: 3428.388672
	Iteration 14Q: 3 clusters Score -4825386 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33337 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -4825496.000000 Penalty: 3428.388672
	Iteration 15Q: 3 clusters Score -4825496 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33554 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -4825580.000000 Penalty: 3428.388672
	Iteration 16Q: 3 clusters Score -4825580 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33768 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -4825657.000000 Penalty: 3428.388672
	Iteration 17Q: 3 clusters Score -4825657 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33987 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -4825739.500000 Penalty: 3428.388672
	Iteration 18Q: 3 clusters Score -4825740 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34192 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -4825812.500000 Penalty: 3428.388672
	Iteration 19Q: 3 clusters Score -4825812 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34386 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -4825861.500000 Penalty: 3428.388672
	Iteration 20F: 3 clusters Score -4825862 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34548 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -4825905.500000 Penalty: 3428.388672
	Iteration 21Q: 3 clusters Score -4825906 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34683 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -4825966.500000 Penalty: 3428.388672
	Iteration 22Q: 3 clusters Score -4825966 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34816 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -4826005.500000 Penalty: 3428.388672
	Iteration 23Q: 3 clusters Score -4826006 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34963 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -4826032.000000 Penalty: 3428.388672
	Iteration 24Q: 3 clusters Score -4826032 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35110 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -4826088.000000 Penalty: 3428.388672
	Iteration 25Q: 3 clusters Score -4826088 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35261 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -4826145.500000 Penalty: 3428.388672
	Iteration 26Q: 3 clusters Score -4826146 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35403 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -4826172.000000 Penalty: 3428.388672
	Iteration 27Q: 3 clusters Score -4826172 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35526 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -4826211.500000 Penalty: 3428.388672
	Iteration 28Q: 3 clusters Score -4826212 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35628 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -4826251.500000 Penalty: 3428.388672
	Iteration 29Q: 3 clusters Score -4826252 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35738 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -4826259.500000 Penalty: 3428.388672
	Iteration 30Q: 3 clusters Score -4826260 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35820 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -4826290.000000 Penalty: 3428.388672
	Iteration 31Q: 3 clusters Score -4826290 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35883 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -4826327.000000 Penalty: 3428.388672
	Iteration 32Q: 3 clusters Score -4826327 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35953 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -4826342.000000 Penalty: 3428.388672
	Iteration 33Q: 3 clusters Score -4826342 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36035 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -4826363.000000 Penalty: 3428.388672
	Iteration 34Q: 3 clusters Score -4826363 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36121 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -4826388.000000 Penalty: 3428.388672
	Iteration 35Q: 3 clusters Score -4826388 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36204 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -4826414.500000 Penalty: 3428.388672
	Iteration 36Q: 3 clusters Score -4826414 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36276 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -4826428.000000 Penalty: 3428.388672
	Iteration 37Q: 3 clusters Score -4826428 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36331 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -4826435.000000 Penalty: 3428.388672
	Iteration 38Q: 3 clusters Score -4826435 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36381 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -4826442.500000 Penalty: 3428.388672
	Iteration 39Q: 3 clusters Score -4826442 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36419 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -4826446.500000 Penalty: 3428.388672
	Iteration 40F: 3 clusters Score -4826446 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36461 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -4826450.000000 Penalty: 3428.388672
	Iteration 41Q: 3 clusters Score -4826450 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36501 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -4826469.000000 Penalty: 3428.388672
	Iteration 42Q: 3 clusters Score -4826469 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36538 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -4826475.000000 Penalty: 3428.388672
	Iteration 43Q: 3 clusters Score -4826475 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36558 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -4826488.000000 Penalty: 3428.388672
	Iteration 44Q: 3 clusters Score -4826488 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36581 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -4826489.500000 Penalty: 3428.388672
	Iteration 45Q: 3 clusters Score -4826490 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36602 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -4826497.500000 Penalty: 3428.388672
	Iteration 46Q: 3 clusters Score -4826498 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36624 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -4826510.000000 Penalty: 3428.388672
	Iteration 47Q: 3 clusters Score -4826510 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36640 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -4826512.000000 Penalty: 3428.388672
	Iteration 48Q: 3 clusters Score -4826512 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36655 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -4826521.000000 Penalty: 3428.388672
	Iteration 49Q: 3 clusters Score -4826521 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36670 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -4826527.000000 Penalty: 3428.388672
	Iteration 50Q: 3 clusters Score -4826527 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36688 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -4826528.000000 Penalty: 3428.388672
	Iteration 51Q: 3 clusters Score -4826528 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36708 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -4826529.000000 Penalty: 3428.388672
	Iteration 52Q: 3 clusters Score -4826529 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36734 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -4826528.500000 Penalty: 3428.388672
	Iteration 53Q: 3 clusters Score -4826528 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36761 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -4826540.500000 Penalty: 3428.388672
	Iteration 54Q: 3 clusters Score -4826540 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36783 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -4826544.000000 Penalty: 3428.388672
	Iteration 55Q: 3 clusters Score -4826544 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36804 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -4826547.500000 Penalty: 3428.388672
	Iteration 56Q: 3 clusters Score -4826548 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36824 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -4826549.000000 Penalty: 3428.388672
	Iteration 57Q: 3 clusters Score -4826549 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36845 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -4826561.000000 Penalty: 3428.388672
	Iteration 58Q: 3 clusters Score -4826561 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36863 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -4826568.500000 Penalty: 3428.388672
	Iteration 59Q: 3 clusters Score -4826568 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36883 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -4826582.500000 Penalty: 3428.388672
	Iteration 60F: 3 clusters Score -4826582 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36903 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -4826585.000000 Penalty: 3428.388672
	Iteration 61Q: 3 clusters Score -4826585 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36920 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -4826589.500000 Penalty: 3428.388672
	Iteration 62Q: 3 clusters Score -4826590 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36933 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -4826592.000000 Penalty: 3428.388672
	Iteration 63Q: 3 clusters Score -4826592 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36946 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -4826603.000000 Penalty: 3428.388672
	Iteration 64Q: 3 clusters Score -4826603 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36963 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -4826616.000000 Penalty: 3428.388672
	Iteration 65Q: 3 clusters Score -4826616 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36976 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -4826616.500000 Penalty: 3428.388672
	Iteration 66Q: 3 clusters Score -4826616 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36990 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -4826616.000000 Penalty: 3428.388672
	Iteration 67Q: 3 clusters Score -4826616 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37006 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -4826611.000000 Penalty: 3428.388672
	Iteration 68Q: 3 clusters Score -4826611 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37027 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -4826624.500000 Penalty: 3428.388672
	Iteration 69Q: 3 clusters Score -4826624 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37043 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -4826624.000000 Penalty: 3428.388672
	Iteration 70Q: 3 clusters Score -4826624 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37058 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -4826639.000000 Penalty: 3428.388672
	Iteration 71Q: 3 clusters Score -4826639 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37062 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -4826641.500000 Penalty: 3428.388672
	Iteration 72Q: 3 clusters Score -4826642 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37068 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -4826641.500000 Penalty: 3428.388672
	Iteration 73Q: 3 clusters Score -4826642 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37078 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -4826643.000000 Penalty: 3428.388672
	Iteration 74Q: 3 clusters Score -4826643 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37089 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -4826641.000000 Penalty: 3428.388672
	Iteration 75Q: 3 clusters Score -4826641 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37099 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -4826640.500000 Penalty: 3428.388672
	Iteration 76Q: 3 clusters Score -4826640 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37106 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -4826647.500000 Penalty: 3428.388672
	Iteration 77Q: 3 clusters Score -4826648 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37112 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -4826652.000000 Penalty: 3428.388672
	Iteration 78Q: 3 clusters Score -4826652 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37122 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -4826654.000000 Penalty: 3428.388672
	Iteration 79Q: 3 clusters Score -4826654 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37131 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -4826659.000000 Penalty: 3428.388672
	Iteration 80F: 3 clusters Score -4826659 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37139 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -4826659.000000 Penalty: 3428.388672
	Iteration 81Q: 3 clusters Score -4826659 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37148 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -4826667.000000 Penalty: 3428.388672
	Iteration 82Q: 3 clusters Score -4826667 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37155 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -4826667.000000 Penalty: 3428.388672
	Iteration 83Q: 3 clusters Score -4826667 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37163 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -4826670.500000 Penalty: 3428.388672
	Iteration 84Q: 3 clusters Score -4826670 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37168 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -4826676.500000 Penalty: 3428.388672
	Iteration 85Q: 3 clusters Score -4826676 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37172 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -4826674.500000 Penalty: 3428.388672
	Iteration 86Q: 3 clusters Score -4826674 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37172 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -4826674.500000 Penalty: 3428.388672
	Iteration 87F: 3 clusters Score -4826674 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (42394 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42394 members 
Entering Unmasked Estep 
Score: -5086989.500000 Penalty: 1731.398926
	Iteration 0F: 2 clusters Score -5086990 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21227 members 
Mstep: Class 2 contains 21167 members 
Entering Unmasked Estep 
Score: -5058624.500000 Penalty: 3462.797852
	Iteration 0F: 3 clusters Score -5058624 nChanged 19745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21352 members 
Mstep: Class 2 contains 21042 members 
Entering Unmasked Estep 
Score: -5069681.000000 Penalty: 3462.797852
	Iteration 1F: 3 clusters Score -5069681 nChanged 1891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21449 members 
Mstep: Class 2 contains 20945 members 
Entering Unmasked Estep 
Score: -5070286.500000 Penalty: 3462.797852
	Iteration 2Q: 3 clusters Score -5070286 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21612 members 
Mstep: Class 2 contains 20782 members 
Entering Unmasked Estep 
Score: -5070904.000000 Penalty: 3462.797852
	Iteration 3Q: 3 clusters Score -5070904 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21876 members 
Mstep: Class 2 contains 20518 members 
Entering Unmasked Estep 
Score: -5071594.500000 Penalty: 3462.797852
	Iteration 4Q: 3 clusters Score -5071594 nChanged 1891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22265 members 
Mstep: Class 2 contains 20129 members 
Entering Unmasked Estep 
Score: -5072326.500000 Penalty: 3462.797852
	Iteration 5Q: 3 clusters Score -5072326 nChanged 2005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22862 members 
Mstep: Class 2 contains 19532 members 
Entering Unmasked Estep 
Score: -5073284.000000 Penalty: 3462.797852
	Iteration 6Q: 3 clusters Score -5073284 nChanged 2107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23537 members 
Mstep: Class 2 contains 18857 members 
Entering Unmasked Estep 
Score: -5074300.500000 Penalty: 3462.797852
	Iteration 7Q: 3 clusters Score -5074300 nChanged 2149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24356 members 
Mstep: Class 2 contains 18038 members 
Entering Unmasked Estep 
Score: -5075340.000000 Penalty: 3462.797852
	Iteration 8F: 3 clusters Score -5075340 nChanged 2079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25233 members 
Mstep: Class 2 contains 17161 members 
Entering Unmasked Estep 
Score: -5076406.000000 Penalty: 3462.797852
	Iteration 9Q: 3 clusters Score -5076406 nChanged 1947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26146 members 
Mstep: Class 2 contains 16248 members 
Entering Unmasked Estep 
Score: -5077323.000000 Penalty: 3462.797852
	Iteration 10Q: 3 clusters Score -5077323 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26981 members 
Mstep: Class 2 contains 15413 members 
Entering Unmasked Estep 
Score: -5078259.500000 Penalty: 3462.797852
	Iteration 11Q: 3 clusters Score -5078260 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27826 members 
Mstep: Class 2 contains 14568 members 
Entering Unmasked Estep 
Score: -5079175.500000 Penalty: 3462.797852
	Iteration 12Q: 3 clusters Score -5079176 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28606 members 
Mstep: Class 2 contains 13788 members 
Entering Unmasked Estep 
Score: -5080115.500000 Penalty: 3462.797852
	Iteration 13Q: 3 clusters Score -5080116 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29359 members 
Mstep: Class 2 contains 13035 members 
Entering Unmasked Estep 
Score: -5080890.500000 Penalty: 3462.797852
	Iteration 14Q: 3 clusters Score -5080890 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29959 members 
Mstep: Class 2 contains 12435 members 
Entering Unmasked Estep 
Score: -5081370.500000 Penalty: 3462.797852
	Iteration 15Q: 3 clusters Score -5081370 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30520 members 
Mstep: Class 2 contains 11874 members 
Entering Unmasked Estep 
Score: -5081732.500000 Penalty: 3462.797852
	Iteration 16Q: 3 clusters Score -5081732 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31044 members 
Mstep: Class 2 contains 11350 members 
Entering Unmasked Estep 
Score: -5082015.000000 Penalty: 3462.797852
	Iteration 17Q: 3 clusters Score -5082015 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31565 members 
Mstep: Class 2 contains 10829 members 
Entering Unmasked Estep 
Score: -5082240.500000 Penalty: 3462.797852
	Iteration 18Q: 3 clusters Score -5082240 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32032 members 
Mstep: Class 2 contains 10362 members 
Entering Unmasked Estep 
Score: -5082404.000000 Penalty: 3462.797852
	Iteration 19Q: 3 clusters Score -5082404 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32503 members 
Mstep: Class 2 contains 9891 members 
Entering Unmasked Estep 
Score: -5082562.500000 Penalty: 3462.797852
	Iteration 20F: 3 clusters Score -5082562 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32960 members 
Mstep: Class 2 contains 9434 members 
Entering Unmasked Estep 
Score: -5082704.000000 Penalty: 3462.797852
	Iteration 21Q: 3 clusters Score -5082704 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33375 members 
Mstep: Class 2 contains 9019 members 
Entering Unmasked Estep 
Score: -5082854.500000 Penalty: 3462.797852
	Iteration 22Q: 3 clusters Score -5082854 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33813 members 
Mstep: Class 2 contains 8581 members 
Entering Unmasked Estep 
Score: -5082977.500000 Penalty: 3462.797852
	Iteration 23Q: 3 clusters Score -5082978 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34221 members 
Mstep: Class 2 contains 8173 members 
Entering Unmasked Estep 
Score: -5083105.000000 Penalty: 3462.797852
	Iteration 24Q: 3 clusters Score -5083105 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34591 members 
Mstep: Class 2 contains 7803 members 
Entering Unmasked Estep 
Score: -5083183.500000 Penalty: 3462.797852
	Iteration 25Q: 3 clusters Score -5083184 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34976 members 
Mstep: Class 2 contains 7418 members 
Entering Unmasked Estep 
Score: -5083293.000000 Penalty: 3462.797852
	Iteration 26Q: 3 clusters Score -5083293 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35360 members 
Mstep: Class 2 contains 7034 members 
Entering Unmasked Estep 
Score: -5083387.000000 Penalty: 3462.797852
	Iteration 27Q: 3 clusters Score -5083387 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35709 members 
Mstep: Class 2 contains 6685 members 
Entering Unmasked Estep 
Score: -5083473.000000 Penalty: 3462.797852
	Iteration 28Q: 3 clusters Score -5083473 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36054 members 
Mstep: Class 2 contains 6340 members 
Entering Unmasked Estep 
Score: -5083557.500000 Penalty: 3462.797852
	Iteration 29Q: 3 clusters Score -5083558 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36389 members 
Mstep: Class 2 contains 6005 members 
Entering Unmasked Estep 
Score: -5083639.500000 Penalty: 3462.797852
	Iteration 30Q: 3 clusters Score -5083640 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36716 members 
Mstep: Class 2 contains 5678 members 
Entering Unmasked Estep 
Score: -5083730.000000 Penalty: 3462.797852
	Iteration 31Q: 3 clusters Score -5083730 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37037 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -5083816.000000 Penalty: 3462.797852
	Iteration 32Q: 3 clusters Score -5083816 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37392 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -5083921.000000 Penalty: 3462.797852
	Iteration 33Q: 3 clusters Score -5083921 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37744 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -5084036.500000 Penalty: 3462.797852
	Iteration 34Q: 3 clusters Score -5084036 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38102 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -5084185.500000 Penalty: 3462.797852
	Iteration 35Q: 3 clusters Score -5084186 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38457 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -5084312.000000 Penalty: 3462.797852
	Iteration 36Q: 3 clusters Score -5084312 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38809 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -5084470.000000 Penalty: 3462.797852
	Iteration 37Q: 3 clusters Score -5084470 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39135 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -5084610.000000 Penalty: 3462.797852
	Iteration 38Q: 3 clusters Score -5084610 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39438 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -5084739.000000 Penalty: 3462.797852
	Iteration 39Q: 3 clusters Score -5084739 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39751 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -5084883.500000 Penalty: 3462.797852
	Iteration 40F: 3 clusters Score -5084884 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40026 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -5085010.000000 Penalty: 3462.797852
	Iteration 41Q: 3 clusters Score -5085010 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40309 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -5085170.000000 Penalty: 3462.797852
	Iteration 42Q: 3 clusters Score -5085170 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40554 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -5085319.500000 Penalty: 3462.797852
	Iteration 43Q: 3 clusters Score -5085320 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40765 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -5085424.000000 Penalty: 3462.797852
	Iteration 44Q: 3 clusters Score -5085424 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40926 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -5085506.000000 Penalty: 3462.797852
	Iteration 45Q: 3 clusters Score -5085506 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41054 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -5085545.000000 Penalty: 3462.797852
	Iteration 46Q: 3 clusters Score -5085545 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41153 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -5085606.000000 Penalty: 3462.797852
	Iteration 47Q: 3 clusters Score -5085606 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41232 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -5085638.000000 Penalty: 3462.797852
	Iteration 48Q: 3 clusters Score -5085638 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41306 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -5085669.500000 Penalty: 3462.797852
	Iteration 49Q: 3 clusters Score -5085670 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41370 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -5085694.500000 Penalty: 3462.797852
	Iteration 50Q: 3 clusters Score -5085694 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41423 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -5085722.000000 Penalty: 3462.797852
	Iteration 51Q: 3 clusters Score -5085722 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41472 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -5085755.500000 Penalty: 3462.797852
	Iteration 52Q: 3 clusters Score -5085756 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41530 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -5085783.500000 Penalty: 3462.797852
	Iteration 53Q: 3 clusters Score -5085784 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41572 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -5085806.000000 Penalty: 3462.797852
	Iteration 54Q: 3 clusters Score -5085806 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41604 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -5085821.500000 Penalty: 3462.797852
	Iteration 55Q: 3 clusters Score -5085822 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41626 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -5085829.500000 Penalty: 3462.797852
	Iteration 56Q: 3 clusters Score -5085830 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41652 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -5085834.500000 Penalty: 3462.797852
	Iteration 57Q: 3 clusters Score -5085834 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41671 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -5085848.000000 Penalty: 3462.797852
	Iteration 58Q: 3 clusters Score -5085848 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41685 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -5085862.000000 Penalty: 3462.797852
	Iteration 59Q: 3 clusters Score -5085862 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41703 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -5085871.500000 Penalty: 3462.797852
	Iteration 60F: 3 clusters Score -5085872 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41713 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -5085881.000000 Penalty: 3462.797852
	Iteration 61Q: 3 clusters Score -5085881 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41722 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -5085880.000000 Penalty: 3462.797852
	Iteration 62Q: 3 clusters Score -5085880 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41731 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -5085890.000000 Penalty: 3462.797852
	Iteration 63Q: 3 clusters Score -5085890 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41737 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -5085894.000000 Penalty: 3462.797852
	Iteration 64Q: 3 clusters Score -5085894 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41743 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -5085898.500000 Penalty: 3462.797852
	Iteration 65Q: 3 clusters Score -5085898 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41748 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -5085899.000000 Penalty: 3462.797852
	Iteration 66Q: 3 clusters Score -5085899 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41752 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -5085899.500000 Penalty: 3462.797852
	Iteration 67Q: 3 clusters Score -5085900 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41755 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -5085902.000000 Penalty: 3462.797852
	Iteration 68Q: 3 clusters Score -5085902 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41763 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -5085911.000000 Penalty: 3462.797852
	Iteration 69Q: 3 clusters Score -5085911 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41764 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -5085911.000000 Penalty: 3462.797852
	Iteration 70Q: 3 clusters Score -5085911 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41768 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -5085907.000000 Penalty: 3462.797852
	Iteration 71Q: 3 clusters Score -5085907 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41770 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -5085905.500000 Penalty: 3462.797852
	Iteration 72Q: 3 clusters Score -5085906 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41771 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -5085907.000000 Penalty: 3462.797852
	Iteration 73Q: 3 clusters Score -5085907 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41773 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -5085905.000000 Penalty: 3462.797852
	Iteration 74Q: 3 clusters Score -5085905 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41773 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -5085905.000000 Penalty: 3462.797852
	Iteration 75F: 3 clusters Score -5085905 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (3805 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Entering Unmasked Estep 
Score: -450597.437500 Penalty: 1339.661499
	Iteration 0F: 2 clusters Score -450597.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -447381.687500 Penalty: 2679.322998
	Iteration 0F: 3 clusters Score -447381.7 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -448427.187500 Penalty: 2679.322998
	Iteration 1F: 3 clusters Score -448427.2 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -448823.656250 Penalty: 2679.322998
	Iteration 2F: 3 clusters Score -448823.7 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -449098.718750 Penalty: 2679.322998
	Iteration 3F: 3 clusters Score -449098.7 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -449352.218750 Penalty: 2679.322998
	Iteration 4F: 3 clusters Score -449352.2 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -449557.312500 Penalty: 2679.322998
	Iteration 5F: 3 clusters Score -449557.3 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -449674.000000 Penalty: 2679.322998
	Iteration 6Q: 3 clusters Score -449674 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -449750.531250 Penalty: 2679.322998
	Iteration 7Q: 3 clusters Score -449750.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -449800.343750 Penalty: 2679.322998
	Iteration 8Q: 3 clusters Score -449800.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -449832.687500 Penalty: 2679.322998
	Iteration 9Q: 3 clusters Score -449832.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -449872.125000 Penalty: 2679.322998
	Iteration 10Q: 3 clusters Score -449872.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -449900.562500 Penalty: 2679.322998
	Iteration 11Q: 3 clusters Score -449900.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -449926.312500 Penalty: 2679.322998
	Iteration 12Q: 3 clusters Score -449926.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -449945.000000 Penalty: 2679.322998
	Iteration 13Q: 3 clusters Score -449945 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -449960.250000 Penalty: 2679.322998
	Iteration 14Q: 3 clusters Score -449960.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -449980.375000 Penalty: 2679.322998
	Iteration 15Q: 3 clusters Score -449980.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -449998.062500 Penalty: 2679.322998
	Iteration 16Q: 3 clusters Score -449998.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -450008.812500 Penalty: 2679.322998
	Iteration 17Q: 3 clusters Score -450008.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -450019.875000 Penalty: 2679.322998
	Iteration 18Q: 3 clusters Score -450019.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -450031.531250 Penalty: 2679.322998
	Iteration 19Q: 3 clusters Score -450031.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -450041.593750 Penalty: 2679.322998
	Iteration 20F: 3 clusters Score -450041.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -450049.812500 Penalty: 2679.322998
	Iteration 21Q: 3 clusters Score -450049.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -450061.000000 Penalty: 2679.322998
	Iteration 22Q: 3 clusters Score -450061 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -450074.062500 Penalty: 2679.322998
	Iteration 23Q: 3 clusters Score -450074.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -450090.000000 Penalty: 2679.322998
	Iteration 24Q: 3 clusters Score -450090 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -450104.875000 Penalty: 2679.322998
	Iteration 25Q: 3 clusters Score -450104.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -450111.312500 Penalty: 2679.322998
	Iteration 26Q: 3 clusters Score -450111.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -450126.156250 Penalty: 2679.322998
	Iteration 27Q: 3 clusters Score -450126.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -450157.218750 Penalty: 2679.322998
	Iteration 28Q: 3 clusters Score -450157.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -450202.781250 Penalty: 2679.322998
	Iteration 29Q: 3 clusters Score -450202.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -450235.531250 Penalty: 2679.322998
	Iteration 30Q: 3 clusters Score -450235.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -450262.781250 Penalty: 2679.322998
	Iteration 31Q: 3 clusters Score -450262.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -450280.937500 Penalty: 2679.322998
	Iteration 32Q: 3 clusters Score -450280.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -450301.906250 Penalty: 2679.322998
	Iteration 33Q: 3 clusters Score -450301.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -450334.500000 Penalty: 2679.322998
	Iteration 34Q: 3 clusters Score -450334.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -450376.937500 Penalty: 2679.322998
	Iteration 35Q: 3 clusters Score -450376.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -450404.375000 Penalty: 2679.322998
	Iteration 36Q: 3 clusters Score -450404.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -450428.218750 Penalty: 2679.322998
	Iteration 37Q: 3 clusters Score -450428.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -450446.562500 Penalty: 2679.322998
	Iteration 38Q: 3 clusters Score -450446.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -450462.750000 Penalty: 2679.322998
	Iteration 39Q: 3 clusters Score -450462.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -450488.468750 Penalty: 2679.322998
	Iteration 40F: 3 clusters Score -450488.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -450511.218750 Penalty: 2679.322998
	Iteration 41Q: 3 clusters Score -450511.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -450548.843750 Penalty: 2679.322998
	Iteration 42Q: 3 clusters Score -450548.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -450626.093750 Penalty: 2679.322998
	Iteration 43Q: 3 clusters Score -450626.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -450737.125000 Penalty: 2679.322998
	Iteration 44Q: 3 clusters Score -450737.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -450853.500000 Penalty: 2679.322998
	Iteration 45Q: 3 clusters Score -450853.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -450897.437500 Penalty: 2679.322998
	Iteration 46Q: 3 clusters Score -450897.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -450920.281250 Penalty: 2679.322998
	Iteration 47Q: 3 clusters Score -450920.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -450932.375000 Penalty: 2679.322998
	Iteration 48Q: 3 clusters Score -450932.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -450937.000000 Penalty: 2679.322998
	Iteration 49Q: 3 clusters Score -450937 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -450938.656250 Penalty: 2679.322998
	Iteration 50Q: 3 clusters Score -450938.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -450938.625000 Penalty: 2679.322998
	Iteration 51Q: 3 clusters Score -450938.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -450939.406250 Penalty: 2679.322998
	Iteration 52Q: 3 clusters Score -450939.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -450939.406250 Penalty: 2679.322998
	Iteration 53F: 3 clusters Score -450939.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 8899 members 
Mstep: Class 3 contains 101368 members 
Mstep: Class 4 contains 10469 members 
Mstep: Class 5 contains 2248 members 
Mstep: Class 6 contains 34407 members 
Mstep: Class 7 contains 15529 members 
Mstep: Class 8 contains 8115 members 
Mstep: Class 9 contains 18238 members 
Mstep: Class 10 contains 8138 members 
Mstep: Class 11 contains 4836 members 
Mstep: Class 12 contains 3231 members 
Mstep: Class 13 contains 17945 members 
Mstep: Class 14 contains 38135 members 
Mstep: Class 15 contains 42394 members 
Mstep: Class 16 contains 1532 members 
Mstep: Class 17 contains 5802 members 
Mstep: Class 18 contains 47588 members 
Mstep: Class 19 contains 3309 members 
Mstep: Class 20 contains 3001 members 
Mstep: Class 21 contains 1101 members 
Mstep: Class 22 contains 3337 members 
Mstep: Class 23 contains 44432 members 
Mstep: Class 24 contains 13219 members 
Mstep: Class 25 contains 12662 members 
Mstep: Class 26 contains 2986 members 
Mstep: Class 27 contains 9499 members 
Mstep: Class 28 contains 2323 members 
Mstep: Class 29 contains 25573 members 
Mstep: Class 30 contains 38840 members 
Mstep: Class 31 contains 4868 members 
Mstep: Class 32 contains 23785 members 
Mstep: Class 33 contains 12693 members 
Mstep: Class 34 contains 6257 members 
Mstep: Class 35 contains 4372 members 
Mstep: Class 36 contains 2378 members 
Mstep: Class 37 contains 17619 members 
Mstep: Class 38 contains 8606 members 
Mstep: Class 39 contains 4911 members 
Mstep: Class 40 contains 14644 members 
Mstep: Class 41 contains 10645 members 
Mstep: Class 42 contains 13042 members 
Mstep: Class 43 contains 144223 members 
Mstep: Class 44 contains 18997 members 
Mstep: Class 45 contains 1655 members 
Mstep: Class 46 contains 2273 members 
Entering Unmasked Estep 
Score: -100303808.000000 Penalty: 101793.265625
Splitting cluster 16 changes total score from -100303976.000000 to -100303808.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 17 (5802 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5802 members 
Entering Unmasked Estep 
Score: -722591.812500 Penalty: 1408.218262
	Iteration 0F: 2 clusters Score -722591.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -718117.500000 Penalty: 2816.436523
	Iteration 0F: 3 clusters Score -718117.5 nChanged 2403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -719568.875000 Penalty: 2816.436523
	Iteration 1F: 3 clusters Score -719568.9 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -719877.812500 Penalty: 2816.436523
	Iteration 2F: 3 clusters Score -719877.8 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -720121.062500 Penalty: 2816.436523
	Iteration 3F: 3 clusters Score -720121.1 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -720345.437500 Penalty: 2816.436523
	Iteration 4F: 3 clusters Score -720345.4 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -720580.250000 Penalty: 2816.436523
	Iteration 5F: 3 clusters Score -720580.2 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -720783.812500 Penalty: 2816.436523
	Iteration 6Q: 3 clusters Score -720783.8 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -720923.375000 Penalty: 2816.436523
	Iteration 7Q: 3 clusters Score -720923.4 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -721001.375000 Penalty: 2816.436523
	Iteration 8Q: 3 clusters Score -721001.4 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -721056.750000 Penalty: 2816.436523
	Iteration 9Q: 3 clusters Score -721056.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -721092.187500 Penalty: 2816.436523
	Iteration 10Q: 3 clusters Score -721092.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -721122.500000 Penalty: 2816.436523
	Iteration 11Q: 3 clusters Score -721122.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -721155.187500 Penalty: 2816.436523
	Iteration 12Q: 3 clusters Score -721155.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -721198.500000 Penalty: 2816.436523
	Iteration 13Q: 3 clusters Score -721198.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -721229.125000 Penalty: 2816.436523
	Iteration 14Q: 3 clusters Score -721229.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -721250.125000 Penalty: 2816.436523
	Iteration 15Q: 3 clusters Score -721250.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -721267.562500 Penalty: 2816.436523
	Iteration 16Q: 3 clusters Score -721267.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -721284.000000 Penalty: 2816.436523
	Iteration 17Q: 3 clusters Score -721284 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -721295.687500 Penalty: 2816.436523
	Iteration 18Q: 3 clusters Score -721295.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -721306.812500 Penalty: 2816.436523
	Iteration 19Q: 3 clusters Score -721306.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -721319.875000 Penalty: 2816.436523
	Iteration 20F: 3 clusters Score -721319.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -721329.937500 Penalty: 2816.436523
	Iteration 21Q: 3 clusters Score -721329.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -721341.187500 Penalty: 2816.436523
	Iteration 22Q: 3 clusters Score -721341.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -721349.375000 Penalty: 2816.436523
	Iteration 23Q: 3 clusters Score -721349.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -721362.437500 Penalty: 2816.436523
	Iteration 24Q: 3 clusters Score -721362.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -721377.437500 Penalty: 2816.436523
	Iteration 25Q: 3 clusters Score -721377.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -721390.375000 Penalty: 2816.436523
	Iteration 26Q: 3 clusters Score -721390.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -721405.000000 Penalty: 2816.436523
	Iteration 27Q: 3 clusters Score -721405 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -721418.687500 Penalty: 2816.436523
	Iteration 28Q: 3 clusters Score -721418.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -721434.062500 Penalty: 2816.436523
	Iteration 29Q: 3 clusters Score -721434.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -721459.062500 Penalty: 2816.436523
	Iteration 30Q: 3 clusters Score -721459.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -721491.812500 Penalty: 2816.436523
	Iteration 31Q: 3 clusters Score -721491.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -721535.437500 Penalty: 2816.436523
	Iteration 32Q: 3 clusters Score -721535.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -721582.750000 Penalty: 2816.436523
	Iteration 33Q: 3 clusters Score -721582.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -721626.437500 Penalty: 2816.436523
	Iteration 34Q: 3 clusters Score -721626.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -721688.187500 Penalty: 2816.436523
	Iteration 35Q: 3 clusters Score -721688.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -721739.312500 Penalty: 2816.436523
	Iteration 36Q: 3 clusters Score -721739.3 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -721811.250000 Penalty: 2816.436523
	Iteration 37Q: 3 clusters Score -721811.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -721899.500000 Penalty: 2816.436523
	Iteration 38Q: 3 clusters Score -721899.5 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -721994.000000 Penalty: 2816.436523
	Iteration 39Q: 3 clusters Score -721994 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -722090.500000 Penalty: 2816.436523
	Iteration 40F: 3 clusters Score -722090.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -722200.500000 Penalty: 2816.436523
	Iteration 41Q: 3 clusters Score -722200.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -722295.375000 Penalty: 2816.436523
	Iteration 42Q: 3 clusters Score -722295.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -722339.812500 Penalty: 2816.436523
	Iteration 43Q: 3 clusters Score -722339.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -722360.250000 Penalty: 2816.436523
	Iteration 44Q: 3 clusters Score -722360.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -722374.687500 Penalty: 2816.436523
	Iteration 45Q: 3 clusters Score -722374.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -722386.375000 Penalty: 2816.436523
	Iteration 46Q: 3 clusters Score -722386.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -722395.000000 Penalty: 2816.436523
	Iteration 47Q: 3 clusters Score -722395 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -722397.875000 Penalty: 2816.436523
	Iteration 48Q: 3 clusters Score -722397.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -722400.625000 Penalty: 2816.436523
	Iteration 49Q: 3 clusters Score -722400.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -722401.937500 Penalty: 2816.436523
	Iteration 50Q: 3 clusters Score -722401.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -722403.062500 Penalty: 2816.436523
	Iteration 51Q: 3 clusters Score -722403.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -722404.250000 Penalty: 2816.436523
	Iteration 52Q: 3 clusters Score -722404.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -722404.312500 Penalty: 2816.436523
	Iteration 53Q: 3 clusters Score -722404.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -722404.437500 Penalty: 2816.436523
	Iteration 54Q: 3 clusters Score -722404.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -722405.625000 Penalty: 2816.436523
	Iteration 55Q: 3 clusters Score -722405.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -722405.937500 Penalty: 2816.436523
	Iteration 56Q: 3 clusters Score -722405.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -722407.125000 Penalty: 2816.436523
	Iteration 57Q: 3 clusters Score -722407.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -722408.687500 Penalty: 2816.436523
	Iteration 58Q: 3 clusters Score -722408.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -722407.875000 Penalty: 2816.436523
	Iteration 59Q: 3 clusters Score -722407.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -722408.812500 Penalty: 2816.436523
	Iteration 60F: 3 clusters Score -722408.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -722409.750000 Penalty: 2816.436523
	Iteration 61Q: 3 clusters Score -722409.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -722411.937500 Penalty: 2816.436523
	Iteration 62Q: 3 clusters Score -722411.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -722413.562500 Penalty: 2816.436523
	Iteration 63Q: 3 clusters Score -722413.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -722417.250000 Penalty: 2816.436523
	Iteration 64Q: 3 clusters Score -722417.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -722419.375000 Penalty: 2816.436523
	Iteration 65Q: 3 clusters Score -722419.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -722421.437500 Penalty: 2816.436523
	Iteration 66Q: 3 clusters Score -722421.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -722428.312500 Penalty: 2816.436523
	Iteration 67Q: 3 clusters Score -722428.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -722431.437500 Penalty: 2816.436523
	Iteration 68Q: 3 clusters Score -722431.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -722436.375000 Penalty: 2816.436523
	Iteration 69Q: 3 clusters Score -722436.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -722444.375000 Penalty: 2816.436523
	Iteration 70Q: 3 clusters Score -722444.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -722449.750000 Penalty: 2816.436523
	Iteration 71Q: 3 clusters Score -722449.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -722456.250000 Penalty: 2816.436523
	Iteration 72Q: 3 clusters Score -722456.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -722462.312500 Penalty: 2816.436523
	Iteration 73Q: 3 clusters Score -722462.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -722466.562500 Penalty: 2816.436523
	Iteration 74Q: 3 clusters Score -722466.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -722469.312500 Penalty: 2816.436523
	Iteration 75Q: 3 clusters Score -722469.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -722473.375000 Penalty: 2816.436523
	Iteration 76Q: 3 clusters Score -722473.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -722476.687500 Penalty: 2816.436523
	Iteration 77Q: 3 clusters Score -722476.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -722479.937500 Penalty: 2816.436523
	Iteration 78Q: 3 clusters Score -722479.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -722480.562500 Penalty: 2816.436523
	Iteration 79Q: 3 clusters Score -722480.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -722482.000000 Penalty: 2816.436523
	Iteration 80F: 3 clusters Score -722482 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -722482.687500 Penalty: 2816.436523
	Iteration 81Q: 3 clusters Score -722482.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -722483.125000 Penalty: 2816.436523
	Iteration 82Q: 3 clusters Score -722483.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -722483.000000 Penalty: 2816.436523
	Iteration 83Q: 3 clusters Score -722483 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -722485.437500 Penalty: 2816.436523
	Iteration 84Q: 3 clusters Score -722485.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -722485.500000 Penalty: 2816.436523
	Iteration 85Q: 3 clusters Score -722485.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -722486.687500 Penalty: 2816.436523
	Iteration 86Q: 3 clusters Score -722486.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -722486.312500 Penalty: 2816.436523
	Iteration 87Q: 3 clusters Score -722486.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -722486.750000 Penalty: 2816.436523
	Iteration 88Q: 3 clusters Score -722486.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -722487.937500 Penalty: 2816.436523
	Iteration 89Q: 3 clusters Score -722487.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -722487.937500 Penalty: 2816.436523
	Iteration 90F: 3 clusters Score -722487.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (47588 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47588 members 
Entering Unmasked Estep 
Score: -6002857.000000 Penalty: 1750.179565
	Iteration 0F: 2 clusters Score -6002857 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23843 members 
Mstep: Class 2 contains 23745 members 
Entering Unmasked Estep 
Score: -5971122.000000 Penalty: 3500.359131
	Iteration 0F: 3 clusters Score -5971122 nChanged 22288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24039 members 
Mstep: Class 2 contains 23549 members 
Entering Unmasked Estep 
Score: -5983696.000000 Penalty: 3500.359131
	Iteration 1F: 3 clusters Score -5983696 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24083 members 
Mstep: Class 2 contains 23505 members 
Entering Unmasked Estep 
Score: -5984110.500000 Penalty: 3500.359131
	Iteration 2Q: 3 clusters Score -5984110 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24194 members 
Mstep: Class 2 contains 23394 members 
Entering Unmasked Estep 
Score: -5984617.500000 Penalty: 3500.359131
	Iteration 3Q: 3 clusters Score -5984618 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24421 members 
Mstep: Class 2 contains 23167 members 
Entering Unmasked Estep 
Score: -5985222.500000 Penalty: 3500.359131
	Iteration 4Q: 3 clusters Score -5985222 nChanged 1954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24807 members 
Mstep: Class 2 contains 22781 members 
Entering Unmasked Estep 
Score: -5985951.000000 Penalty: 3500.359131
	Iteration 5Q: 3 clusters Score -5985951 nChanged 2174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25345 members 
Mstep: Class 2 contains 22243 members 
Entering Unmasked Estep 
Score: -5986964.500000 Penalty: 3500.359131
	Iteration 6Q: 3 clusters Score -5986964 nChanged 2573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26060 members 
Mstep: Class 2 contains 21528 members 
Entering Unmasked Estep 
Score: -5988590.000000 Penalty: 3500.359131
	Iteration 7F: 3 clusters Score -5988590 nChanged 2958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26808 members 
Mstep: Class 2 contains 20780 members 
Entering Unmasked Estep 
Score: -5990683.500000 Penalty: 3500.359131
	Iteration 8F: 3 clusters Score -5990684 nChanged 3007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27305 members 
Mstep: Class 2 contains 20283 members 
Entering Unmasked Estep 
Score: -5992959.500000 Penalty: 3500.359131
	Iteration 9F: 3 clusters Score -5992960 nChanged 2901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27422 members 
Mstep: Class 2 contains 20166 members 
Entering Unmasked Estep 
Score: -5995097.000000 Penalty: 3500.359131
	Iteration 10F: 3 clusters Score -5995097 nChanged 2414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27310 members 
Mstep: Class 2 contains 20278 members 
Entering Unmasked Estep 
Score: -5996537.500000 Penalty: 3500.359131
	Iteration 11F: 3 clusters Score -5996538 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27118 members 
Mstep: Class 2 contains 20470 members 
Entering Unmasked Estep 
Score: -5997337.000000 Penalty: 3500.359131
	Iteration 12Q: 3 clusters Score -5997337 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26938 members 
Mstep: Class 2 contains 20650 members 
Entering Unmasked Estep 
Score: -5997798.000000 Penalty: 3500.359131
	Iteration 13Q: 3 clusters Score -5997798 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26751 members 
Mstep: Class 2 contains 20837 members 
Entering Unmasked Estep 
Score: -5998163.500000 Penalty: 3500.359131
	Iteration 14Q: 3 clusters Score -5998164 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26579 members 
Mstep: Class 2 contains 21009 members 
Entering Unmasked Estep 
Score: -5998359.500000 Penalty: 3500.359131
	Iteration 15Q: 3 clusters Score -5998360 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26442 members 
Mstep: Class 2 contains 21146 members 
Entering Unmasked Estep 
Score: -5998519.000000 Penalty: 3500.359131
	Iteration 16Q: 3 clusters Score -5998519 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26312 members 
Mstep: Class 2 contains 21276 members 
Entering Unmasked Estep 
Score: -5998679.500000 Penalty: 3500.359131
	Iteration 17Q: 3 clusters Score -5998680 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26202 members 
Mstep: Class 2 contains 21386 members 
Entering Unmasked Estep 
Score: -5998813.000000 Penalty: 3500.359131
	Iteration 18Q: 3 clusters Score -5998813 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26140 members 
Mstep: Class 2 contains 21448 members 
Entering Unmasked Estep 
Score: -5998891.500000 Penalty: 3500.359131
	Iteration 19Q: 3 clusters Score -5998892 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26122 members 
Mstep: Class 2 contains 21466 members 
Entering Unmasked Estep 
Score: -5998967.500000 Penalty: 3500.359131
	Iteration 20F: 3 clusters Score -5998968 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26103 members 
Mstep: Class 2 contains 21485 members 
Entering Unmasked Estep 
Score: -5998977.000000 Penalty: 3500.359131
	Iteration 21Q: 3 clusters Score -5998977 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26100 members 
Mstep: Class 2 contains 21488 members 
Entering Unmasked Estep 
Score: -5999003.500000 Penalty: 3500.359131
	Iteration 22Q: 3 clusters Score -5999004 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26138 members 
Mstep: Class 2 contains 21450 members 
Entering Unmasked Estep 
Score: -5999051.000000 Penalty: 3500.359131
	Iteration 23Q: 3 clusters Score -5999051 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26177 members 
Mstep: Class 2 contains 21411 members 
Entering Unmasked Estep 
Score: -5999071.500000 Penalty: 3500.359131
	Iteration 24Q: 3 clusters Score -5999072 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26226 members 
Mstep: Class 2 contains 21362 members 
Entering Unmasked Estep 
Score: -5999099.000000 Penalty: 3500.359131
	Iteration 25Q: 3 clusters Score -5999099 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26268 members 
Mstep: Class 2 contains 21320 members 
Entering Unmasked Estep 
Score: -5999111.500000 Penalty: 3500.359131
	Iteration 26Q: 3 clusters Score -5999112 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26312 members 
Mstep: Class 2 contains 21276 members 
Entering Unmasked Estep 
Score: -5999113.500000 Penalty: 3500.359131
	Iteration 27Q: 3 clusters Score -5999114 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26351 members 
Mstep: Class 2 contains 21237 members 
Entering Unmasked Estep 
Score: -5999138.500000 Penalty: 3500.359131
	Iteration 28Q: 3 clusters Score -5999138 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26402 members 
Mstep: Class 2 contains 21186 members 
Entering Unmasked Estep 
Score: -5999135.000000 Penalty: 3500.359131
	Iteration 29Q: 3 clusters Score -5999135 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26451 members 
Mstep: Class 2 contains 21137 members 
Entering Unmasked Estep 
Score: -5999126.500000 Penalty: 3500.359131
	Iteration 30Q: 3 clusters Score -5999126 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26501 members 
Mstep: Class 2 contains 21087 members 
Entering Unmasked Estep 
Score: -5999145.000000 Penalty: 3500.359131
	Iteration 31Q: 3 clusters Score -5999145 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26562 members 
Mstep: Class 2 contains 21026 members 
Entering Unmasked Estep 
Score: -5999135.000000 Penalty: 3500.359131
	Iteration 32Q: 3 clusters Score -5999135 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26605 members 
Mstep: Class 2 contains 20983 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -5999135 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26643 members 
Mstep: Class 2 contains 20945 members 
Entering Unmasked Estep 
Score: -5999144.500000 Penalty: 3500.359131
	Iteration 34Q: 3 clusters Score -5999144 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26687 members 
Mstep: Class 2 contains 20901 members 
Entering Unmasked Estep 
Score: -5999146.500000 Penalty: 3500.359131
	Iteration 35Q: 3 clusters Score -5999146 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26733 members 
Mstep: Class 2 contains 20855 members 
Entering Unmasked Estep 
Score: -5999155.500000 Penalty: 3500.359131
	Iteration 36Q: 3 clusters Score -5999156 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26791 members 
Mstep: Class 2 contains 20797 members 
Entering Unmasked Estep 
Score: -5999166.000000 Penalty: 3500.359131
	Iteration 37Q: 3 clusters Score -5999166 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26851 members 
Mstep: Class 2 contains 20737 members 
Entering Unmasked Estep 
Score: -5999176.500000 Penalty: 3500.359131
	Iteration 38Q: 3 clusters Score -5999176 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26892 members 
Mstep: Class 2 contains 20696 members 
Entering Unmasked Estep 
Score: -5999171.000000 Penalty: 3500.359131
	Iteration 39Q: 3 clusters Score -5999171 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26930 members 
Mstep: Class 2 contains 20658 members 
Entering Unmasked Estep 
Score: -5999157.500000 Penalty: 3500.359131
	Iteration 40F: 3 clusters Score -5999158 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26964 members 
Mstep: Class 2 contains 20624 members 
Entering Unmasked Estep 
Score: -5999172.500000 Penalty: 3500.359131
	Iteration 41Q: 3 clusters Score -5999172 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27007 members 
Mstep: Class 2 contains 20581 members 
Entering Unmasked Estep 
Score: -5999166.000000 Penalty: 3500.359131
	Iteration 42Q: 3 clusters Score -5999166 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27051 members 
Mstep: Class 2 contains 20537 members 
Entering Unmasked Estep 
Score: -5999166.500000 Penalty: 3500.359131
	Iteration 43Q: 3 clusters Score -5999166 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27097 members 
Mstep: Class 2 contains 20491 members 
Entering Unmasked Estep 
Score: -5999190.000000 Penalty: 3500.359131
	Iteration 44Q: 3 clusters Score -5999190 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27144 members 
Mstep: Class 2 contains 20444 members 
Entering Unmasked Estep 
Score: -5999182.000000 Penalty: 3500.359131
	Iteration 45Q: 3 clusters Score -5999182 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27179 members 
Mstep: Class 2 contains 20409 members 
Entering Unmasked Estep 
Score: -5999193.500000 Penalty: 3500.359131
	Iteration 46Q: 3 clusters Score -5999194 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27214 members 
Mstep: Class 2 contains 20374 members 
Entering Unmasked Estep 
Score: -5999198.500000 Penalty: 3500.359131
	Iteration 47Q: 3 clusters Score -5999198 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27255 members 
Mstep: Class 2 contains 20333 members 
Entering Unmasked Estep 
Score: -5999193.000000 Penalty: 3500.359131
	Iteration 48Q: 3 clusters Score -5999193 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27298 members 
Mstep: Class 2 contains 20290 members 
Entering Unmasked Estep 
Score: -5999186.500000 Penalty: 3500.359131
	Iteration 49Q: 3 clusters Score -5999186 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27348 members 
Mstep: Class 2 contains 20240 members 
Entering Unmasked Estep 
Score: -5999193.500000 Penalty: 3500.359131
	Iteration 50Q: 3 clusters Score -5999194 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27397 members 
Mstep: Class 2 contains 20191 members 
Entering Unmasked Estep 
Score: -5999203.000000 Penalty: 3500.359131
	Iteration 51Q: 3 clusters Score -5999203 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27448 members 
Mstep: Class 2 contains 20140 members 
Entering Unmasked Estep 
Score: -5999206.000000 Penalty: 3500.359131
	Iteration 52Q: 3 clusters Score -5999206 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27498 members 
Mstep: Class 2 contains 20090 members 
Entering Unmasked Estep 
Score: -5999197.500000 Penalty: 3500.359131
	Iteration 53Q: 3 clusters Score -5999198 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27554 members 
Mstep: Class 2 contains 20034 members 
Entering Unmasked Estep 
Score: -5999204.500000 Penalty: 3500.359131
	Iteration 54Q: 3 clusters Score -5999204 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27602 members 
Mstep: Class 2 contains 19986 members 
Entering Unmasked Estep 
Score: -5999202.500000 Penalty: 3500.359131
	Iteration 55Q: 3 clusters Score -5999202 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27650 members 
Mstep: Class 2 contains 19938 members 
Entering Unmasked Estep 
Score: -5999194.500000 Penalty: 3500.359131
	Iteration 56Q: 3 clusters Score -5999194 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27705 members 
Mstep: Class 2 contains 19883 members 
Entering Unmasked Estep 
Score: -5999196.500000 Penalty: 3500.359131
	Iteration 57Q: 3 clusters Score -5999196 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27767 members 
Mstep: Class 2 contains 19821 members 
Entering Unmasked Estep 
Score: -5999208.500000 Penalty: 3500.359131
	Iteration 58Q: 3 clusters Score -5999208 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27826 members 
Mstep: Class 2 contains 19762 members 
Entering Unmasked Estep 
Score: -5999232.000000 Penalty: 3500.359131
	Iteration 59Q: 3 clusters Score -5999232 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27891 members 
Mstep: Class 2 contains 19697 members 
Entering Unmasked Estep 
Score: -5999235.500000 Penalty: 3500.359131
	Iteration 60F: 3 clusters Score -5999236 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27968 members 
Mstep: Class 2 contains 19620 members 
Entering Unmasked Estep 
Score: -5999238.500000 Penalty: 3500.359131
	Iteration 61Q: 3 clusters Score -5999238 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28038 members 
Mstep: Class 2 contains 19550 members 
Entering Unmasked Estep 
Score: -5999248.500000 Penalty: 3500.359131
	Iteration 62Q: 3 clusters Score -5999248 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28108 members 
Mstep: Class 2 contains 19480 members 
Entering Unmasked Estep 
Score: -5999232.500000 Penalty: 3500.359131
	Iteration 63Q: 3 clusters Score -5999232 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28176 members 
Mstep: Class 2 contains 19412 members 
Entering Unmasked Estep 
Score: -5999227.000000 Penalty: 3500.359131
	Iteration 64Q: 3 clusters Score -5999227 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28243 members 
Mstep: Class 2 contains 19345 members 
Entering Unmasked Estep 
Score: -5999223.500000 Penalty: 3500.359131
	Iteration 65Q: 3 clusters Score -5999224 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28307 members 
Mstep: Class 2 contains 19281 members 
Entering Unmasked Estep 
Score: -5999212.000000 Penalty: 3500.359131
	Iteration 66Q: 3 clusters Score -5999212 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28369 members 
Mstep: Class 2 contains 19219 members 
Entering Unmasked Estep 
Score: -5999231.000000 Penalty: 3500.359131
	Iteration 67Q: 3 clusters Score -5999231 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28443 members 
Mstep: Class 2 contains 19145 members 
Entering Unmasked Estep 
Score: -5999230.000000 Penalty: 3500.359131
	Iteration 68Q: 3 clusters Score -5999230 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28516 members 
Mstep: Class 2 contains 19072 members 
Entering Unmasked Estep 
Score: -5999234.500000 Penalty: 3500.359131
	Iteration 69Q: 3 clusters Score -5999234 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28612 members 
Mstep: Class 2 contains 18976 members 
Entering Unmasked Estep 
Score: -5999247.500000 Penalty: 3500.359131
	Iteration 70Q: 3 clusters Score -5999248 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28719 members 
Mstep: Class 2 contains 18869 members 
Entering Unmasked Estep 
Score: -5999247.500000 Penalty: 3500.359131
	Iteration 71Q: 3 clusters Score -5999248 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28841 members 
Mstep: Class 2 contains 18747 members 
Entering Unmasked Estep 
Score: -5999253.000000 Penalty: 3500.359131
	Iteration 72Q: 3 clusters Score -5999253 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28972 members 
Mstep: Class 2 contains 18616 members 
Entering Unmasked Estep 
Score: -5999262.500000 Penalty: 3500.359131
	Iteration 73Q: 3 clusters Score -5999262 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29086 members 
Mstep: Class 2 contains 18502 members 
Entering Unmasked Estep 
Score: -5999262.000000 Penalty: 3500.359131
	Iteration 74Q: 3 clusters Score -5999262 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29201 members 
Mstep: Class 2 contains 18387 members 
Entering Unmasked Estep 
Score: -5999296.000000 Penalty: 3500.359131
	Iteration 75Q: 3 clusters Score -5999296 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29319 members 
Mstep: Class 2 contains 18269 members 
Entering Unmasked Estep 
Score: -5999308.500000 Penalty: 3500.359131
	Iteration 76Q: 3 clusters Score -5999308 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29443 members 
Mstep: Class 2 contains 18145 members 
Entering Unmasked Estep 
Score: -5999314.000000 Penalty: 3500.359131
	Iteration 77Q: 3 clusters Score -5999314 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29556 members 
Mstep: Class 2 contains 18032 members 
Entering Unmasked Estep 
Score: -5999318.500000 Penalty: 3500.359131
	Iteration 78Q: 3 clusters Score -5999318 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29667 members 
Mstep: Class 2 contains 17921 members 
Entering Unmasked Estep 
Score: -5999320.500000 Penalty: 3500.359131
	Iteration 79Q: 3 clusters Score -5999320 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29800 members 
Mstep: Class 2 contains 17788 members 
Entering Unmasked Estep 
Score: -5999321.000000 Penalty: 3500.359131
	Iteration 80F: 3 clusters Score -5999321 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29941 members 
Mstep: Class 2 contains 17647 members 
Entering Unmasked Estep 
Score: -5999329.500000 Penalty: 3500.359131
	Iteration 81Q: 3 clusters Score -5999330 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30096 members 
Mstep: Class 2 contains 17492 members 
Entering Unmasked Estep 
Score: -5999352.000000 Penalty: 3500.359131
	Iteration 82Q: 3 clusters Score -5999352 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30276 members 
Mstep: Class 2 contains 17312 members 
Entering Unmasked Estep 
Score: -5999366.500000 Penalty: 3500.359131
	Iteration 83Q: 3 clusters Score -5999366 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30458 members 
Mstep: Class 2 contains 17130 members 
Entering Unmasked Estep 
Score: -5999401.000000 Penalty: 3500.359131
	Iteration 84Q: 3 clusters Score -5999401 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30635 members 
Mstep: Class 2 contains 16953 members 
Entering Unmasked Estep 
Score: -5999439.500000 Penalty: 3500.359131
	Iteration 85Q: 3 clusters Score -5999440 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30825 members 
Mstep: Class 2 contains 16763 members 
Entering Unmasked Estep 
Score: -5999442.000000 Penalty: 3500.359131
	Iteration 86Q: 3 clusters Score -5999442 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30998 members 
Mstep: Class 2 contains 16590 members 
Entering Unmasked Estep 
Score: -5999484.500000 Penalty: 3500.359131
	Iteration 87Q: 3 clusters Score -5999484 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31174 members 
Mstep: Class 2 contains 16414 members 
Entering Unmasked Estep 
Score: -5999492.000000 Penalty: 3500.359131
	Iteration 88Q: 3 clusters Score -5999492 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31357 members 
Mstep: Class 2 contains 16231 members 
Entering Unmasked Estep 
Score: -5999515.000000 Penalty: 3500.359131
	Iteration 89Q: 3 clusters Score -5999515 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31529 members 
Mstep: Class 2 contains 16059 members 
Entering Unmasked Estep 
Score: -5999519.000000 Penalty: 3500.359131
	Iteration 90Q: 3 clusters Score -5999519 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31726 members 
Mstep: Class 2 contains 15862 members 
Entering Unmasked Estep 
Score: -5999573.000000 Penalty: 3500.359131
	Iteration 91Q: 3 clusters Score -5999573 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31938 members 
Mstep: Class 2 contains 15650 members 
Entering Unmasked Estep 
Score: -5999592.500000 Penalty: 3500.359131
	Iteration 92Q: 3 clusters Score -5999592 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32151 members 
Mstep: Class 2 contains 15437 members 
Entering Unmasked Estep 
Score: -5999626.500000 Penalty: 3500.359131
	Iteration 93Q: 3 clusters Score -5999626 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32376 members 
Mstep: Class 2 contains 15212 members 
Entering Unmasked Estep 
Score: -5999667.000000 Penalty: 3500.359131
	Iteration 94Q: 3 clusters Score -5999667 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32607 members 
Mstep: Class 2 contains 14981 members 
Entering Unmasked Estep 
Score: -5999702.500000 Penalty: 3500.359131
	Iteration 95Q: 3 clusters Score -5999702 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32831 members 
Mstep: Class 2 contains 14757 members 
Entering Unmasked Estep 
Score: -5999708.000000 Penalty: 3500.359131
	Iteration 96Q: 3 clusters Score -5999708 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33079 members 
Mstep: Class 2 contains 14509 members 
Entering Unmasked Estep 
Score: -5999713.000000 Penalty: 3500.359131
	Iteration 97Q: 3 clusters Score -5999713 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33333 members 
Mstep: Class 2 contains 14255 members 
Entering Unmasked Estep 
Score: -5999748.500000 Penalty: 3500.359131
	Iteration 98Q: 3 clusters Score -5999748 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33557 members 
Mstep: Class 2 contains 14031 members 
Entering Unmasked Estep 
Score: -5999790.500000 Penalty: 3500.359131
	Iteration 99Q: 3 clusters Score -5999790 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33766 members 
Mstep: Class 2 contains 13822 members 
Entering Unmasked Estep 
Score: -5999837.500000 Penalty: 3500.359131
	Iteration 100F: 3 clusters Score -5999838 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33961 members 
Mstep: Class 2 contains 13627 members 
Entering Unmasked Estep 
Score: -5999847.500000 Penalty: 3500.359131
	Iteration 101Q: 3 clusters Score -5999848 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34175 members 
Mstep: Class 2 contains 13413 members 
Entering Unmasked Estep 
Score: -5999872.000000 Penalty: 3500.359131
	Iteration 102Q: 3 clusters Score -5999872 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34403 members 
Mstep: Class 2 contains 13185 members 
Entering Unmasked Estep 
Score: -5999896.500000 Penalty: 3500.359131
	Iteration 103Q: 3 clusters Score -5999896 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34625 members 
Mstep: Class 2 contains 12963 members 
Entering Unmasked Estep 
Score: -5999944.000000 Penalty: 3500.359131
	Iteration 104Q: 3 clusters Score -5999944 nChanged 226
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34847 members 
Mstep: Class 2 contains 12741 members 
Entering Unmasked Estep 
Score: -5999979.000000 Penalty: 3500.359131
	Iteration 105Q: 3 clusters Score -5999979 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35071 members 
Mstep: Class 2 contains 12517 members 
Entering Unmasked Estep 
Score: -6000000.500000 Penalty: 3500.359131
	Iteration 106Q: 3 clusters Score -6000000 nChanged 205
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35276 members 
Mstep: Class 2 contains 12312 members 
Entering Unmasked Estep 
Score: -6000041.000000 Penalty: 3500.359131
	Iteration 107Q: 3 clusters Score -6000041 nChanged 208
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Mstep: Class 1 contains 35482 members 
Mstep: Class 2 contains 12106 members 
Entering Unmasked Estep 
Score: -6000085.500000 Penalty: 3500.359131
	Iteration 108Q: 3 clusters Score -6000086 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35699 members 
Mstep: Class 2 contains 11889 members 
Entering Unmasked Estep 
Score: -6000126.000000 Penalty: 3500.359131
	Iteration 109Q: 3 clusters Score -6000126 nChanged 248
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Mstep: Class 1 contains 35941 members 
Mstep: Class 2 contains 11647 members 
Entering Unmasked Estep 
Score: -6000180.000000 Penalty: 3500.359131
	Iteration 110Q: 3 clusters Score -6000180 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36160 members 
Mstep: Class 2 contains 11428 members 
Entering Unmasked Estep 
Score: -6000200.000000 Penalty: 3500.359131
	Iteration 111Q: 3 clusters Score -6000200 nChanged 214
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Mstep: Class 1 contains 36372 members 
Mstep: Class 2 contains 11216 members 
Entering Unmasked Estep 
Score: -6000255.000000 Penalty: 3500.359131
	Iteration 112Q: 3 clusters Score -6000255 nChanged 204
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36576 members 
Mstep: Class 2 contains 11012 members 
Entering Unmasked Estep 
Score: -6000285.000000 Penalty: 3500.359131
	Iteration 113Q: 3 clusters Score -6000285 nChanged 222
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36790 members 
Mstep: Class 2 contains 10798 members 
Entering Unmasked Estep 
Score: -6000316.500000 Penalty: 3500.359131
	Iteration 114Q: 3 clusters Score -6000316 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36987 members 
Mstep: Class 2 contains 10601 members 
Entering Unmasked Estep 
Score: -6000366.500000 Penalty: 3500.359131
	Iteration 115Q: 3 clusters Score -6000366 nChanged 197
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37184 members 
Mstep: Class 2 contains 10404 members 
Entering Unmasked Estep 
Score: -6000394.500000 Penalty: 3500.359131
	Iteration 116Q: 3 clusters Score -6000394 nChanged 182
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37362 members 
Mstep: Class 2 contains 10226 members 
Entering Unmasked Estep 
Score: -6000417.500000 Penalty: 3500.359131
	Iteration 117Q: 3 clusters Score -6000418 nChanged 183
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Mstep: Class 1 contains 37543 members 
Mstep: Class 2 contains 10045 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -6000418 nChanged 169
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37710 members 
Mstep: Class 2 contains 9878 members 
Entering Unmasked Estep 
Score: -6000452.000000 Penalty: 3500.359131
	Iteration 119Q: 3 clusters Score -6000452 nChanged 176
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Mstep: Class 1 contains 37880 members 
Mstep: Class 2 contains 9708 members 
Entering Unmasked Estep 
Score: -6000485.500000 Penalty: 3500.359131
	Iteration 120F: 3 clusters Score -6000486 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38036 members 
Mstep: Class 2 contains 9552 members 
Entering Unmasked Estep 
Score: -6000489.500000 Penalty: 3500.359131
	Iteration 121Q: 3 clusters Score -6000490 nChanged 168
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38202 members 
Mstep: Class 2 contains 9386 members 
Entering Unmasked Estep 
Score: -6000544.500000 Penalty: 3500.359131
	Iteration 122Q: 3 clusters Score -6000544 nChanged 176
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38378 members 
Mstep: Class 2 contains 9210 members 
Entering Unmasked Estep 
Score: -6000578.000000 Penalty: 3500.359131
	Iteration 123Q: 3 clusters Score -6000578 nChanged 186
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Mstep: Class 2 contains 9028 members 
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44861 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -6001579.000000 Penalty: 3500.359131
	Iteration 219Q: 3 clusters Score -6001579 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44885 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -6001581.000000 Penalty: 3500.359131
	Iteration 220F: 3 clusters Score -6001581 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44909 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -6001591.500000 Penalty: 3500.359131
	Iteration 221Q: 3 clusters Score -6001592 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44932 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -6001598.000000 Penalty: 3500.359131
	Iteration 222Q: 3 clusters Score -6001598 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44963 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -6001595.500000 Penalty: 3500.359131
	Iteration 223Q: 3 clusters Score -6001596 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44993 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -6001600.000000 Penalty: 3500.359131
	Iteration 224Q: 3 clusters Score -6001600 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45019 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -6001616.500000 Penalty: 3500.359131
	Iteration 225Q: 3 clusters Score -6001616 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45049 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -6001622.000000 Penalty: 3500.359131
	Iteration 226Q: 3 clusters Score -6001622 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45074 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -6001638.000000 Penalty: 3500.359131
	Iteration 227Q: 3 clusters Score -6001638 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45101 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -6001635.500000 Penalty: 3500.359131
	Iteration 228Q: 3 clusters Score -6001636 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45130 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -6001634.000000 Penalty: 3500.359131
	Iteration 229Q: 3 clusters Score -6001634 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45151 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -6001631.000000 Penalty: 3500.359131
	Iteration 230Q: 3 clusters Score -6001631 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45167 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -6001636.000000 Penalty: 3500.359131
	Iteration 231Q: 3 clusters Score -6001636 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45178 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -6001636.500000 Penalty: 3500.359131
	Iteration 232Q: 3 clusters Score -6001636 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45187 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -6001642.000000 Penalty: 3500.359131
	Iteration 233Q: 3 clusters Score -6001642 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45192 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -6001638.000000 Penalty: 3500.359131
	Iteration 234Q: 3 clusters Score -6001638 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45197 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -6001643.000000 Penalty: 3500.359131
	Iteration 235Q: 3 clusters Score -6001643 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45203 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -6001643.500000 Penalty: 3500.359131
	Iteration 236Q: 3 clusters Score -6001644 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45211 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -6001643.500000 Penalty: 3500.359131
	Iteration 237Q: 3 clusters Score -6001644 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45217 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -6001646.000000 Penalty: 3500.359131
	Iteration 238Q: 3 clusters Score -6001646 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45224 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -6001646.500000 Penalty: 3500.359131
	Iteration 239Q: 3 clusters Score -6001646 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45233 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -6001646.000000 Penalty: 3500.359131
	Iteration 240F: 3 clusters Score -6001646 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45245 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -6001650.000000 Penalty: 3500.359131
	Iteration 241Q: 3 clusters Score -6001650 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45263 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -6001640.500000 Penalty: 3500.359131
	Iteration 242Q: 3 clusters Score -6001640 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45274 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -6001642.500000 Penalty: 3500.359131
	Iteration 243Q: 3 clusters Score -6001642 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45284 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -6001645.000000 Penalty: 3500.359131
	Iteration 244Q: 3 clusters Score -6001645 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45293 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -6001646.500000 Penalty: 3500.359131
	Iteration 245Q: 3 clusters Score -6001646 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45308 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -6001649.000000 Penalty: 3500.359131
	Iteration 246Q: 3 clusters Score -6001649 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45319 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -6001648.500000 Penalty: 3500.359131
	Iteration 247Q: 3 clusters Score -6001648 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45331 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -6001657.500000 Penalty: 3500.359131
	Iteration 248Q: 3 clusters Score -6001658 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45347 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -6001658.500000 Penalty: 3500.359131
	Iteration 249Q: 3 clusters Score -6001658 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45360 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -6001667.000000 Penalty: 3500.359131
	Iteration 250Q: 3 clusters Score -6001667 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45375 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -6001671.500000 Penalty: 3500.359131
	Iteration 251Q: 3 clusters Score -6001672 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45394 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -6001682.000000 Penalty: 3500.359131
	Iteration 252Q: 3 clusters Score -6001682 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45418 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -6001671.500000 Penalty: 3500.359131
	Iteration 253Q: 3 clusters Score -6001672 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45436 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -6001673.500000 Penalty: 3500.359131
	Iteration 254Q: 3 clusters Score -6001674 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45459 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -6001674.500000 Penalty: 3500.359131
	Iteration 255Q: 3 clusters Score -6001674 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45479 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -6001677.000000 Penalty: 3500.359131
	Iteration 256Q: 3 clusters Score -6001677 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45495 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -6001674.500000 Penalty: 3500.359131
	Iteration 257Q: 3 clusters Score -6001674 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45515 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -6001686.500000 Penalty: 3500.359131
	Iteration 258Q: 3 clusters Score -6001686 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45530 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -6001690.500000 Penalty: 3500.359131
	Iteration 259Q: 3 clusters Score -6001690 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45550 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -6001704.000000 Penalty: 3500.359131
	Iteration 260F: 3 clusters Score -6001704 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45564 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -6001704.500000 Penalty: 3500.359131
	Iteration 261Q: 3 clusters Score -6001704 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45571 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -6001711.500000 Penalty: 3500.359131
	Iteration 262Q: 3 clusters Score -6001712 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45576 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -6001714.500000 Penalty: 3500.359131
	Iteration 263Q: 3 clusters Score -6001714 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45583 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -6001715.000000 Penalty: 3500.359131
	Iteration 264Q: 3 clusters Score -6001715 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45593 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -6001716.500000 Penalty: 3500.359131
	Iteration 265Q: 3 clusters Score -6001716 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45599 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -6001727.000000 Penalty: 3500.359131
	Iteration 266Q: 3 clusters Score -6001727 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45602 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -6001721.000000 Penalty: 3500.359131
	Iteration 267Q: 3 clusters Score -6001721 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45607 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -6001724.000000 Penalty: 3500.359131
	Iteration 268Q: 3 clusters Score -6001724 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45614 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -6001721.000000 Penalty: 3500.359131
	Iteration 269Q: 3 clusters Score -6001721 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45617 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -6001723.500000 Penalty: 3500.359131
	Iteration 270Q: 3 clusters Score -6001724 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45618 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -6001721.500000 Penalty: 3500.359131
	Iteration 271Q: 3 clusters Score -6001722 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45618 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -6001721.500000 Penalty: 3500.359131
	Iteration 272F: 3 clusters Score -6001722 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (3309 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Entering Unmasked Estep 
Score: -401540.281250 Penalty: 1316.965210
	Iteration 0F: 2 clusters Score -401540.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -398636.000000 Penalty: 2633.930420
	Iteration 0F: 3 clusters Score -398636 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -399335.093750 Penalty: 2633.930420
	Iteration 1F: 3 clusters Score -399335.1 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -399486.593750 Penalty: 2633.930420
	Iteration 2F: 3 clusters Score -399486.6 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -399593.593750 Penalty: 2633.930420
	Iteration 3F: 3 clusters Score -399593.6 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -399674.500000 Penalty: 2633.930420
	Iteration 4Q: 3 clusters Score -399674.5 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -399745.968750 Penalty: 2633.930420
	Iteration 5Q: 3 clusters Score -399746 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -399820.406250 Penalty: 2633.930420
	Iteration 6Q: 3 clusters Score -399820.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -399903.031250 Penalty: 2633.930420
	Iteration 7Q: 3 clusters Score -399903 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -399960.406250 Penalty: 2633.930420
	Iteration 8Q: 3 clusters Score -399960.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -400012.531250 Penalty: 2633.930420
	Iteration 9Q: 3 clusters Score -400012.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -400064.718750 Penalty: 2633.930420
	Iteration 10Q: 3 clusters Score -400064.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -400116.656250 Penalty: 2633.930420
	Iteration 11Q: 3 clusters Score -400116.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -400186.781250 Penalty: 2633.930420
	Iteration 12Q: 3 clusters Score -400186.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -400253.187500 Penalty: 2633.930420
	Iteration 13Q: 3 clusters Score -400253.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -400314.625000 Penalty: 2633.930420
	Iteration 14Q: 3 clusters Score -400314.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -400375.625000 Penalty: 2633.930420
	Iteration 15Q: 3 clusters Score -400375.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -400439.375000 Penalty: 2633.930420
	Iteration 16Q: 3 clusters Score -400439.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -400485.500000 Penalty: 2633.930420
	Iteration 17Q: 3 clusters Score -400485.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -400521.218750 Penalty: 2633.930420
	Iteration 18Q: 3 clusters Score -400521.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -400560.656250 Penalty: 2633.930420
	Iteration 19Q: 3 clusters Score -400560.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -400581.000000 Penalty: 2633.930420
	Iteration 20F: 3 clusters Score -400581 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -400602.437500 Penalty: 2633.930420
	Iteration 21Q: 3 clusters Score -400602.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -400613.500000 Penalty: 2633.930420
	Iteration 22Q: 3 clusters Score -400613.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -400624.843750 Penalty: 2633.930420
	Iteration 23Q: 3 clusters Score -400624.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -400637.156250 Penalty: 2633.930420
	Iteration 24Q: 3 clusters Score -400637.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -400643.718750 Penalty: 2633.930420
	Iteration 25Q: 3 clusters Score -400643.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -400650.406250 Penalty: 2633.930420
	Iteration 26Q: 3 clusters Score -400650.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -400663.000000 Penalty: 2633.930420
	Iteration 27Q: 3 clusters Score -400663 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -400671.343750 Penalty: 2633.930420
	Iteration 28Q: 3 clusters Score -400671.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -400681.687500 Penalty: 2633.930420
	Iteration 29Q: 3 clusters Score -400681.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -400688.593750 Penalty: 2633.930420
	Iteration 30Q: 3 clusters Score -400688.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -400690.156250 Penalty: 2633.930420
	Iteration 31Q: 3 clusters Score -400690.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -400691.281250 Penalty: 2633.930420
	Iteration 32Q: 3 clusters Score -400691.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -400693.156250 Penalty: 2633.930420
	Iteration 33Q: 3 clusters Score -400693.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -400693.156250 Penalty: 2633.930420
	Iteration 34F: 3 clusters Score -400693.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (3001 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Entering Unmasked Estep 
Score: -309590.062500 Penalty: 1301.088867
	Iteration 0F: 2 clusters Score -309590.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -306954.718750 Penalty: 2602.177734
	Iteration 0F: 3 clusters Score -306954.7 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -308020.375000 Penalty: 2602.177734
	Iteration 1F: 3 clusters Score -308020.4 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -308468.531250 Penalty: 2602.177734
	Iteration 2F: 3 clusters Score -308468.5 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -308853.281250 Penalty: 2602.177734
	Iteration 3F: 3 clusters Score -308853.3 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -309096.718750 Penalty: 2602.177734
	Iteration 4F: 3 clusters Score -309096.7 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -309242.343750 Penalty: 2602.177734
	Iteration 5F: 3 clusters Score -309242.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -309306.656250 Penalty: 2602.177734
	Iteration 6Q: 3 clusters Score -309306.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -309349.656250 Penalty: 2602.177734
	Iteration 7Q: 3 clusters Score -309349.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -309378.437500 Penalty: 2602.177734
	Iteration 8Q: 3 clusters Score -309378.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -309400.343750 Penalty: 2602.177734
	Iteration 9Q: 3 clusters Score -309400.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -309416.250000 Penalty: 2602.177734
	Iteration 10Q: 3 clusters Score -309416.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -309427.062500 Penalty: 2602.177734
	Iteration 11Q: 3 clusters Score -309427.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -309443.500000 Penalty: 2602.177734
	Iteration 12Q: 3 clusters Score -309443.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -309458.875000 Penalty: 2602.177734
	Iteration 13Q: 3 clusters Score -309458.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -309486.250000 Penalty: 2602.177734
	Iteration 14Q: 3 clusters Score -309486.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -309512.000000 Penalty: 2602.177734
	Iteration 15Q: 3 clusters Score -309512 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -309533.656250 Penalty: 2602.177734
	Iteration 16Q: 3 clusters Score -309533.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -309548.531250 Penalty: 2602.177734
	Iteration 17Q: 3 clusters Score -309548.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -309556.437500 Penalty: 2602.177734
	Iteration 18Q: 3 clusters Score -309556.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -309563.906250 Penalty: 2602.177734
	Iteration 19Q: 3 clusters Score -309563.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -309569.656250 Penalty: 2602.177734
	Iteration 20F: 3 clusters Score -309569.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -309573.187500 Penalty: 2602.177734
	Iteration 21Q: 3 clusters Score -309573.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -309574.625000 Penalty: 2602.177734
	Iteration 22Q: 3 clusters Score -309574.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -309576.812500 Penalty: 2602.177734
	Iteration 23Q: 3 clusters Score -309576.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -309577.656250 Penalty: 2602.177734
	Iteration 24Q: 3 clusters Score -309577.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -309578.593750 Penalty: 2602.177734
	Iteration 25Q: 3 clusters Score -309578.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -309580.843750 Penalty: 2602.177734
	Iteration 26Q: 3 clusters Score -309580.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -309582.156250 Penalty: 2602.177734
	Iteration 27Q: 3 clusters Score -309582.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -309582.343750 Penalty: 2602.177734
	Iteration 28Q: 3 clusters Score -309582.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -309582.500000 Penalty: 2602.177734
	Iteration 29Q: 3 clusters Score -309582.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -309582.531250 Penalty: 2602.177734
	Iteration 30Q: 3 clusters Score -309582.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -309582.531250 Penalty: 2602.177734
	Iteration 31F: 3 clusters Score -309582.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (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: -131904.421875 Penalty: 1138.145752
	Iteration 0F: 2 clusters Score -131904.4 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 553 members 
Entering Unmasked Estep 
Score: -130407.992188 Penalty: 2276.291504
	Iteration 0F: 3 clusters Score -130408 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -130704.523438 Penalty: 2276.291504
	Iteration 1F: 3 clusters Score -130704.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -130828.031250 Penalty: 2276.291504
	Iteration 2F: 3 clusters Score -130828 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -130936.617188 Penalty: 2276.291504
	Iteration 3Q: 3 clusters Score -130936.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -131051.273438 Penalty: 2276.291504
	Iteration 4F: 3 clusters Score -131051.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -131144.937500 Penalty: 2276.291504
	Iteration 5F: 3 clusters Score -131144.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -131221.968750 Penalty: 2276.291504
	Iteration 6F: 3 clusters Score -131222 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -131299.453125 Penalty: 2276.291504
	Iteration 7Q: 3 clusters Score -131299.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -131362.562500 Penalty: 2276.291504
	Iteration 8Q: 3 clusters Score -131362.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -131397.843750 Penalty: 2276.291504
	Iteration 9Q: 3 clusters Score -131397.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -131419.593750 Penalty: 2276.291504
	Iteration 10Q: 3 clusters Score -131419.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -131431.312500 Penalty: 2276.291504
	Iteration 11Q: 3 clusters Score -131431.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -131435.656250 Penalty: 2276.291504
	Iteration 12Q: 3 clusters Score -131435.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -131444.187500 Penalty: 2276.291504
	Iteration 13Q: 3 clusters Score -131444.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -131447.984375 Penalty: 2276.291504
	Iteration 14Q: 3 clusters Score -131448 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -131450.015625 Penalty: 2276.291504
	Iteration 15Q: 3 clusters Score -131450 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -131451.703125 Penalty: 2276.291504
	Iteration 16Q: 3 clusters Score -131451.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -131452.796875 Penalty: 2276.291504
	Iteration 17Q: 3 clusters Score -131452.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -131455.171875 Penalty: 2276.291504
	Iteration 18Q: 3 clusters Score -131455.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -131456.343750 Penalty: 2276.291504
	Iteration 19Q: 3 clusters Score -131456.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -131456.343750 Penalty: 2276.291504
	Iteration 20F: 3 clusters Score -131456.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (3337 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Entering Unmasked Estep 
Score: -412787.375000 Penalty: 1318.334473
	Iteration 0F: 2 clusters Score -412787.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -409881.687500 Penalty: 2636.668945
	Iteration 0F: 3 clusters Score -409881.7 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -410694.937500 Penalty: 2636.668945
	Iteration 1F: 3 clusters Score -410694.9 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -410889.906250 Penalty: 2636.668945
	Iteration 2F: 3 clusters Score -410889.9 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -411037.906250 Penalty: 2636.668945
	Iteration 3F: 3 clusters Score -411037.9 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -411185.468750 Penalty: 2636.668945
	Iteration 4F: 3 clusters Score -411185.5 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -411347.593750 Penalty: 2636.668945
	Iteration 5F: 3 clusters Score -411347.6 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -411491.031250 Penalty: 2636.668945
	Iteration 6F: 3 clusters Score -411491 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -411624.031250 Penalty: 2636.668945
	Iteration 7Q: 3 clusters Score -411624 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -411724.875000 Penalty: 2636.668945
	Iteration 8Q: 3 clusters Score -411724.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -411787.906250 Penalty: 2636.668945
	Iteration 9Q: 3 clusters Score -411787.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -411824.343750 Penalty: 2636.668945
	Iteration 10Q: 3 clusters Score -411824.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -411853.875000 Penalty: 2636.668945
	Iteration 11Q: 3 clusters Score -411853.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -411885.000000 Penalty: 2636.668945
	Iteration 12Q: 3 clusters Score -411885 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -411922.437500 Penalty: 2636.668945
	Iteration 13Q: 3 clusters Score -411922.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -411950.156250 Penalty: 2636.668945
	Iteration 14Q: 3 clusters Score -411950.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -411974.750000 Penalty: 2636.668945
	Iteration 15Q: 3 clusters Score -411974.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -412004.937500 Penalty: 2636.668945
	Iteration 16Q: 3 clusters Score -412004.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -412033.406250 Penalty: 2636.668945
	Iteration 17Q: 3 clusters Score -412033.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -412070.718750 Penalty: 2636.668945
	Iteration 18Q: 3 clusters Score -412070.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -412108.812500 Penalty: 2636.668945
	Iteration 19Q: 3 clusters Score -412108.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -412132.000000 Penalty: 2636.668945
	Iteration 20F: 3 clusters Score -412132 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -412145.781250 Penalty: 2636.668945
	Iteration 21Q: 3 clusters Score -412145.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -412157.937500 Penalty: 2636.668945
	Iteration 22Q: 3 clusters Score -412157.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -412168.218750 Penalty: 2636.668945
	Iteration 23Q: 3 clusters Score -412168.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -412174.125000 Penalty: 2636.668945
	Iteration 24Q: 3 clusters Score -412174.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -412180.187500 Penalty: 2636.668945
	Iteration 25Q: 3 clusters Score -412180.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -412182.625000 Penalty: 2636.668945
	Iteration 26Q: 3 clusters Score -412182.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -412185.812500 Penalty: 2636.668945
	Iteration 27Q: 3 clusters Score -412185.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -412187.468750 Penalty: 2636.668945
	Iteration 28Q: 3 clusters Score -412187.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -412192.843750 Penalty: 2636.668945
	Iteration 29Q: 3 clusters Score -412192.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -412199.000000 Penalty: 2636.668945
	Iteration 30Q: 3 clusters Score -412199 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -412209.093750 Penalty: 2636.668945
	Iteration 31Q: 3 clusters Score -412209.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -412221.781250 Penalty: 2636.668945
	Iteration 32Q: 3 clusters Score -412221.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -412235.062500 Penalty: 2636.668945
	Iteration 33Q: 3 clusters Score -412235.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -412254.937500 Penalty: 2636.668945
	Iteration 34Q: 3 clusters Score -412254.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -412273.875000 Penalty: 2636.668945
	Iteration 35Q: 3 clusters Score -412273.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -412288.062500 Penalty: 2636.668945
	Iteration 36Q: 3 clusters Score -412288.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -412308.375000 Penalty: 2636.668945
	Iteration 37Q: 3 clusters Score -412308.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -412341.281250 Penalty: 2636.668945
	Iteration 38Q: 3 clusters Score -412341.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -412367.968750 Penalty: 2636.668945
	Iteration 39Q: 3 clusters Score -412368 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -412386.156250 Penalty: 2636.668945
	Iteration 40F: 3 clusters Score -412386.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -412401.093750 Penalty: 2636.668945
	Iteration 41Q: 3 clusters Score -412401.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -412408.843750 Penalty: 2636.668945
	Iteration 42Q: 3 clusters Score -412408.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -412419.625000 Penalty: 2636.668945
	Iteration 43Q: 3 clusters Score -412419.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -412435.593750 Penalty: 2636.668945
	Iteration 44Q: 3 clusters Score -412435.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -412461.187500 Penalty: 2636.668945
	Iteration 45Q: 3 clusters Score -412461.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -412499.875000 Penalty: 2636.668945
	Iteration 46Q: 3 clusters Score -412499.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -412562.375000 Penalty: 2636.668945
	Iteration 47Q: 3 clusters Score -412562.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -412616.687500 Penalty: 2636.668945
	Iteration 48Q: 3 clusters Score -412616.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -412667.625000 Penalty: 2636.668945
	Iteration 49Q: 3 clusters Score -412667.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -412715.781250 Penalty: 2636.668945
	Iteration 50Q: 3 clusters Score -412715.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -412752.000000 Penalty: 2636.668945
	Iteration 51Q: 3 clusters Score -412752 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -412769.281250 Penalty: 2636.668945
	Iteration 52Q: 3 clusters Score -412769.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -412779.312500 Penalty: 2636.668945
	Iteration 53Q: 3 clusters Score -412779.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -412788.843750 Penalty: 2636.668945
	Iteration 54Q: 3 clusters Score -412788.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -412802.375000 Penalty: 2636.668945
	Iteration 55Q: 3 clusters Score -412802.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -412815.468750 Penalty: 2636.668945
	Iteration 56Q: 3 clusters Score -412815.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -412827.031250 Penalty: 2636.668945
	Iteration 57Q: 3 clusters Score -412827 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -412836.843750 Penalty: 2636.668945
	Iteration 58Q: 3 clusters Score -412836.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -412849.593750 Penalty: 2636.668945
	Iteration 59Q: 3 clusters Score -412849.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -412860.562500 Penalty: 2636.668945
	Iteration 60F: 3 clusters Score -412860.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -412869.000000 Penalty: 2636.668945
	Iteration 61Q: 3 clusters Score -412869 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -412876.125000 Penalty: 2636.668945
	Iteration 62Q: 3 clusters Score -412876.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -412881.750000 Penalty: 2636.668945
	Iteration 63Q: 3 clusters Score -412881.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -412885.687500 Penalty: 2636.668945
	Iteration 64Q: 3 clusters Score -412885.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -412890.062500 Penalty: 2636.668945
	Iteration 65Q: 3 clusters Score -412890.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -412893.312500 Penalty: 2636.668945
	Iteration 66Q: 3 clusters Score -412893.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -412895.093750 Penalty: 2636.668945
	Iteration 67Q: 3 clusters Score -412895.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -412895.187500 Penalty: 2636.668945
	Iteration 68Q: 3 clusters Score -412895.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -412895.718750 Penalty: 2636.668945
	Iteration 69Q: 3 clusters Score -412895.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -412896.093750 Penalty: 2636.668945
	Iteration 70Q: 3 clusters Score -412896.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -412896.093750 Penalty: 2636.668945
	Iteration 71F: 3 clusters Score -412896.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 8899 members 
Mstep: Class 3 contains 101368 members 
Mstep: Class 4 contains 10469 members 
Mstep: Class 5 contains 2248 members 
Mstep: Class 6 contains 34407 members 
Mstep: Class 7 contains 15529 members 
Mstep: Class 8 contains 8115 members 
Mstep: Class 9 contains 18238 members 
Mstep: Class 10 contains 8138 members 
Mstep: Class 11 contains 4836 members 
Mstep: Class 12 contains 3231 members 
Mstep: Class 13 contains 17945 members 
Mstep: Class 14 contains 38135 members 
Mstep: Class 15 contains 42394 members 
Mstep: Class 16 contains 3805 members 
Mstep: Class 17 contains 5802 members 
Mstep: Class 18 contains 47588 members 
Mstep: Class 19 contains 3309 members 
Mstep: Class 20 contains 3001 members 
Mstep: Class 21 contains 1101 members 
Mstep: Class 22 contains 2069 members 
Mstep: Class 23 contains 44432 members 
Mstep: Class 24 contains 13219 members 
Mstep: Class 25 contains 12662 members 
Mstep: Class 26 contains 2986 members 
Mstep: Class 27 contains 9499 members 
Mstep: Class 28 contains 2323 members 
Mstep: Class 29 contains 25573 members 
Mstep: Class 30 contains 38840 members 
Mstep: Class 31 contains 4868 members 
Mstep: Class 32 contains 23785 members 
Mstep: Class 33 contains 12693 members 
Mstep: Class 34 contains 6257 members 
Mstep: Class 35 contains 4372 members 
Mstep: Class 36 contains 2378 members 
Mstep: Class 37 contains 17619 members 
Mstep: Class 38 contains 8606 members 
Mstep: Class 39 contains 4911 members 
Mstep: Class 40 contains 14644 members 
Mstep: Class 41 contains 10645 members 
Mstep: Class 42 contains 13042 members 
Mstep: Class 43 contains 144223 members 
Mstep: Class 44 contains 18997 members 
Mstep: Class 45 contains 1655 members 
Mstep: Class 46 contains 1268 members 
Entering Unmasked Estep 
Score: -100303320.000000 Penalty: 101793.265625
Splitting cluster 22 changes total score from -100303976.000000 to -100303320.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 23 (44432 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44432 members 
Entering Unmasked Estep 
Score: -5716012.000000 Penalty: 1739.028809
	Iteration 0F: 2 clusters Score -5716012 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22167 members 
Mstep: Class 2 contains 22265 members 
Entering Unmasked Estep 
Score: -5686078.500000 Penalty: 3478.057617
	Iteration 0F: 3 clusters Score -5686078 nChanged 20757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21434 members 
Mstep: Class 2 contains 22998 members 
Entering Unmasked Estep 
Score: -5697839.500000 Penalty: 3478.057617
	Iteration 1F: 3 clusters Score -5697840 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20962 members 
Mstep: Class 2 contains 23470 members 
Entering Unmasked Estep 
Score: -5698228.500000 Penalty: 3478.057617
	Iteration 2Q: 3 clusters Score -5698228 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20322 members 
Mstep: Class 2 contains 24110 members 
Entering Unmasked Estep 
Score: -5698601.000000 Penalty: 3478.057617
	Iteration 3Q: 3 clusters Score -5698601 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19400 members 
Mstep: Class 2 contains 25032 members 
Entering Unmasked Estep 
Score: -5699123.000000 Penalty: 3478.057617
	Iteration 4Q: 3 clusters Score -5699123 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18076 members 
Mstep: Class 2 contains 26356 members 
Entering Unmasked Estep 
Score: -5699871.000000 Penalty: 3478.057617
	Iteration 5Q: 3 clusters Score -5699871 nChanged 2131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16263 members 
Mstep: Class 2 contains 28169 members 
Entering Unmasked Estep 
Score: -5700961.000000 Penalty: 3478.057617
	Iteration 6Q: 3 clusters Score -5700961 nChanged 2525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13970 members 
Mstep: Class 2 contains 30462 members 
Entering Unmasked Estep 
Score: -5702636.000000 Penalty: 3478.057617
	Iteration 7F: 3 clusters Score -5702636 nChanged 2834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11260 members 
Mstep: Class 2 contains 33172 members 
Entering Unmasked Estep 
Score: -5704834.500000 Penalty: 3478.057617
	Iteration 8F: 3 clusters Score -5704834 nChanged 2765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8579 members 
Mstep: Class 2 contains 35853 members 
Entering Unmasked Estep 
Score: -5707254.000000 Penalty: 3478.057617
	Iteration 9F: 3 clusters Score -5707254 nChanged 2415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6250 members 
Mstep: Class 2 contains 38182 members 
Entering Unmasked Estep 
Score: -5709385.000000 Penalty: 3478.057617
	Iteration 10F: 3 clusters Score -5709385 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 39926 members 
Entering Unmasked Estep 
Score: -5710914.000000 Penalty: 3478.057617
	Iteration 11Q: 3 clusters Score -5710914 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 41202 members 
Entering Unmasked Estep 
Score: -5712002.500000 Penalty: 3478.057617
	Iteration 12Q: 3 clusters Score -5712002 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 42134 members 
Entering Unmasked Estep 
Score: -5712763.500000 Penalty: 3478.057617
	Iteration 13Q: 3 clusters Score -5712764 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 42823 members 
Entering Unmasked Estep 
Score: -5713292.500000 Penalty: 3478.057617
	Iteration 14Q: 3 clusters Score -5713292 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 43289 members 
Entering Unmasked Estep 
Score: -5713680.500000 Penalty: 3478.057617
	Iteration 15Q: 3 clusters Score -5713680 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 43630 members 
Entering Unmasked Estep 
Score: -5713918.000000 Penalty: 3478.057617
	Iteration 16Q: 3 clusters Score -5713918 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 43859 members 
Entering Unmasked Estep 
Score: -5714126.500000 Penalty: 3478.057617
	Iteration 17Q: 3 clusters Score -5714126 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 43999 members 
Entering Unmasked Estep 
Score: -5714264.500000 Penalty: 3478.057617
	Iteration 18Q: 3 clusters Score -5714264 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 44067 members 
Entering Unmasked Estep 
Score: -5714320.000000 Penalty: 3478.057617
	Iteration 19Q: 3 clusters Score -5714320 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 44108 members 
Entering Unmasked Estep 
Score: -5714355.000000 Penalty: 3478.057617
	Iteration 20F: 3 clusters Score -5714355 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 44136 members 
Entering Unmasked Estep 
Score: -5714382.500000 Penalty: 3478.057617
	Iteration 21Q: 3 clusters Score -5714382 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 44152 members 
Entering Unmasked Estep 
Score: -5714389.500000 Penalty: 3478.057617
	Iteration 22Q: 3 clusters Score -5714390 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 44164 members 
Entering Unmasked Estep 
Score: -5714403.000000 Penalty: 3478.057617
	Iteration 23Q: 3 clusters Score -5714403 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 44175 members 
Entering Unmasked Estep 
Score: -5714422.500000 Penalty: 3478.057617
	Iteration 24Q: 3 clusters Score -5714422 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 44183 members 
Entering Unmasked Estep 
Score: -5714430.500000 Penalty: 3478.057617
	Iteration 25Q: 3 clusters Score -5714430 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 44186 members 
Entering Unmasked Estep 
Score: -5714429.000000 Penalty: 3478.057617
	Iteration 26Q: 3 clusters Score -5714429 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 44187 members 
Entering Unmasked Estep 
Score: -5714430.000000 Penalty: 3478.057617
	Iteration 27Q: 3 clusters Score -5714430 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 44188 members 
Entering Unmasked Estep 
Score: -5714432.500000 Penalty: 3478.057617
	Iteration 28Q: 3 clusters Score -5714432 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 44188 members 
Entering Unmasked Estep 
Score: -5714432.500000 Penalty: 3478.057617
	Iteration 29F: 3 clusters Score -5714432 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (13219 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13219 members 
Entering Unmasked Estep 
Score: -1664967.875000 Penalty: 1542.029175
	Iteration 0F: 2 clusters Score -1664968 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6669 members 
Mstep: Class 2 contains 6550 members 
Entering Unmasked Estep 
Score: -1655671.750000 Penalty: 3084.058350
	Iteration 0F: 3 clusters Score -1655672 nChanged 5833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7302 members 
Mstep: Class 2 contains 5917 members 
Entering Unmasked Estep 
Score: -1658985.125000 Penalty: 3084.058350
	Iteration 1F: 3 clusters Score -1658985 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7615 members 
Mstep: Class 2 contains 5604 members 
Entering Unmasked Estep 
Score: -1659400.500000 Penalty: 3084.058350
	Iteration 2F: 3 clusters Score -1659400 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7998 members 
Mstep: Class 2 contains 5221 members 
Entering Unmasked Estep 
Score: -1659792.000000 Penalty: 3084.058350
	Iteration 3F: 3 clusters Score -1659792 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8452 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -1660166.125000 Penalty: 3084.058350
	Iteration 4F: 3 clusters Score -1660166 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8975 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -1660571.375000 Penalty: 3084.058350
	Iteration 5F: 3 clusters Score -1660571 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9568 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -1661030.875000 Penalty: 3084.058350
	Iteration 6F: 3 clusters Score -1661031 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10213 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -1661552.500000 Penalty: 3084.058350
	Iteration 7F: 3 clusters Score -1661552 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10816 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -1662083.500000 Penalty: 3084.058350
	Iteration 8Q: 3 clusters Score -1662084 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11325 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -1662549.750000 Penalty: 3084.058350
	Iteration 9Q: 3 clusters Score -1662550 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11716 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -1662900.125000 Penalty: 3084.058350
	Iteration 10Q: 3 clusters Score -1662900 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11984 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -1663136.750000 Penalty: 3084.058350
	Iteration 11Q: 3 clusters Score -1663137 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12165 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -1663308.500000 Penalty: 3084.058350
	Iteration 12Q: 3 clusters Score -1663308 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12320 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -1663450.625000 Penalty: 3084.058350
	Iteration 13Q: 3 clusters Score -1663451 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12424 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -1663546.375000 Penalty: 3084.058350
	Iteration 14Q: 3 clusters Score -1663546 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12492 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -1663625.250000 Penalty: 3084.058350
	Iteration 15Q: 3 clusters Score -1663625 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12541 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -1663690.875000 Penalty: 3084.058350
	Iteration 16Q: 3 clusters Score -1663691 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12572 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -1663730.000000 Penalty: 3084.058350
	Iteration 17Q: 3 clusters Score -1663730 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12589 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -1663760.375000 Penalty: 3084.058350
	Iteration 18Q: 3 clusters Score -1663760 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12605 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -1663774.875000 Penalty: 3084.058350
	Iteration 19Q: 3 clusters Score -1663775 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12612 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -1663783.375000 Penalty: 3084.058350
	Iteration 20F: 3 clusters Score -1663783 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12616 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -1663790.875000 Penalty: 3084.058350
	Iteration 21Q: 3 clusters Score -1663791 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12618 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -1663789.875000 Penalty: 3084.058350
	Iteration 22Q: 3 clusters Score -1663790 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12619 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -1663789.125000 Penalty: 3084.058350
	Iteration 23Q: 3 clusters Score -1663789 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12618 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -1663791.375000 Penalty: 3084.058350
	Iteration 24Q: 3 clusters Score -1663791 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12618 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -1663791.375000 Penalty: 3084.058350
	Iteration 25F: 3 clusters Score -1663791 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (12662 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12662 members 
Entering Unmasked Estep 
Score: -1613770.250000 Penalty: 1535.033569
	Iteration 0F: 2 clusters Score -1613770 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6345 members 
Mstep: Class 2 contains 6317 members 
Entering Unmasked Estep 
Score: -1604931.125000 Penalty: 3070.067139
	Iteration 0F: 3 clusters Score -1604931 nChanged 5508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6111 members 
Mstep: Class 2 contains 6551 members 
Entering Unmasked Estep 
Score: -1608031.125000 Penalty: 3070.067139
	Iteration 1F: 3 clusters Score -1608031 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5929 members 
Mstep: Class 2 contains 6733 members 
Entering Unmasked Estep 
Score: -1608454.125000 Penalty: 3070.067139
	Iteration 2F: 3 clusters Score -1608454 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5743 members 
Mstep: Class 2 contains 6919 members 
Entering Unmasked Estep 
Score: -1608836.250000 Penalty: 3070.067139
	Iteration 3F: 3 clusters Score -1608836 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5516 members 
Mstep: Class 2 contains 7146 members 
Entering Unmasked Estep 
Score: -1609140.875000 Penalty: 3070.067139
	Iteration 4F: 3 clusters Score -1609141 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5297 members 
Mstep: Class 2 contains 7365 members 
Entering Unmasked Estep 
Score: -1609394.500000 Penalty: 3070.067139
	Iteration 5Q: 3 clusters Score -1609394 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 7635 members 
Entering Unmasked Estep 
Score: -1609687.625000 Penalty: 3070.067139
	Iteration 6Q: 3 clusters Score -1609688 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 7902 members 
Entering Unmasked Estep 
Score: -1609947.500000 Penalty: 3070.067139
	Iteration 7Q: 3 clusters Score -1609948 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 8165 members 
Entering Unmasked Estep 
Score: -1610221.125000 Penalty: 3070.067139
	Iteration 8Q: 3 clusters Score -1610221 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 8431 members 
Entering Unmasked Estep 
Score: -1610482.250000 Penalty: 3070.067139
	Iteration 9Q: 3 clusters Score -1610482 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 8660 members 
Entering Unmasked Estep 
Score: -1610720.625000 Penalty: 3070.067139
	Iteration 10Q: 3 clusters Score -1610721 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 8880 members 
Entering Unmasked Estep 
Score: -1610977.250000 Penalty: 3070.067139
	Iteration 11Q: 3 clusters Score -1610977 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 9060 members 
Entering Unmasked Estep 
Score: -1611224.375000 Penalty: 3070.067139
	Iteration 12Q: 3 clusters Score -1611224 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 9222 members 
Entering Unmasked Estep 
Score: -1611453.500000 Penalty: 3070.067139
	Iteration 13Q: 3 clusters Score -1611454 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 9349 members 
Entering Unmasked Estep 
Score: -1611619.125000 Penalty: 3070.067139
	Iteration 14Q: 3 clusters Score -1611619 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 9463 members 
Entering Unmasked Estep 
Score: -1611709.000000 Penalty: 3070.067139
	Iteration 15Q: 3 clusters Score -1611709 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 9572 members 
Entering Unmasked Estep 
Score: -1611790.000000 Penalty: 3070.067139
	Iteration 16Q: 3 clusters Score -1611790 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 9707 members 
Entering Unmasked Estep 
Score: -1611868.500000 Penalty: 3070.067139
	Iteration 17Q: 3 clusters Score -1611868 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 9818 members 
Entering Unmasked Estep 
Score: -1611930.625000 Penalty: 3070.067139
	Iteration 18Q: 3 clusters Score -1611931 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 9910 members 
Entering Unmasked Estep 
Score: -1611968.750000 Penalty: 3070.067139
	Iteration 19Q: 3 clusters Score -1611969 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 10006 members 
Entering Unmasked Estep 
Score: -1612009.375000 Penalty: 3070.067139
	Iteration 20F: 3 clusters Score -1612009 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 10087 members 
Entering Unmasked Estep 
Score: -1612048.625000 Penalty: 3070.067139
	Iteration 21Q: 3 clusters Score -1612049 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 10153 members 
Entering Unmasked Estep 
Score: -1612073.625000 Penalty: 3070.067139
	Iteration 22Q: 3 clusters Score -1612074 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 10223 members 
Entering Unmasked Estep 
Score: -1612108.625000 Penalty: 3070.067139
	Iteration 23Q: 3 clusters Score -1612109 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 10295 members 
Entering Unmasked Estep 
Score: -1612133.375000 Penalty: 3070.067139
	Iteration 24Q: 3 clusters Score -1612133 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 10356 members 
Entering Unmasked Estep 
Score: -1612154.750000 Penalty: 3070.067139
	Iteration 25Q: 3 clusters Score -1612155 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 10423 members 
Entering Unmasked Estep 
Score: -1612191.750000 Penalty: 3070.067139
	Iteration 26Q: 3 clusters Score -1612192 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 10487 members 
Entering Unmasked Estep 
Score: -1612213.125000 Penalty: 3070.067139
	Iteration 27Q: 3 clusters Score -1612213 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 10542 members 
Entering Unmasked Estep 
Score: -1612247.250000 Penalty: 3070.067139
	Iteration 28Q: 3 clusters Score -1612247 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 10611 members 
Entering Unmasked Estep 
Score: -1612284.500000 Penalty: 3070.067139
	Iteration 29Q: 3 clusters Score -1612284 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 10671 members 
Entering Unmasked Estep 
Score: -1612328.500000 Penalty: 3070.067139
	Iteration 30Q: 3 clusters Score -1612328 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 10733 members 
Entering Unmasked Estep 
Score: -1612366.500000 Penalty: 3070.067139
	Iteration 31Q: 3 clusters Score -1612366 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 10777 members 
Entering Unmasked Estep 
Score: -1612389.750000 Penalty: 3070.067139
	Iteration 32Q: 3 clusters Score -1612390 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 10814 members 
Entering Unmasked Estep 
Score: -1612404.125000 Penalty: 3070.067139
	Iteration 33Q: 3 clusters Score -1612404 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 10851 members 
Entering Unmasked Estep 
Score: -1612427.750000 Penalty: 3070.067139
	Iteration 34Q: 3 clusters Score -1612428 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 10888 members 
Entering Unmasked Estep 
Score: -1612441.250000 Penalty: 3070.067139
	Iteration 35Q: 3 clusters Score -1612441 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 10929 members 
Entering Unmasked Estep 
Score: -1612459.125000 Penalty: 3070.067139
	Iteration 36Q: 3 clusters Score -1612459 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 10969 members 
Entering Unmasked Estep 
Score: -1612478.875000 Penalty: 3070.067139
	Iteration 37Q: 3 clusters Score -1612479 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 11018 members 
Entering Unmasked Estep 
Score: -1612492.125000 Penalty: 3070.067139
	Iteration 38Q: 3 clusters Score -1612492 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 11056 members 
Entering Unmasked Estep 
Score: -1612506.750000 Penalty: 3070.067139
	Iteration 39Q: 3 clusters Score -1612507 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 11082 members 
Entering Unmasked Estep 
Score: -1612515.875000 Penalty: 3070.067139
	Iteration 40F: 3 clusters Score -1612516 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 11102 members 
Entering Unmasked Estep 
Score: -1612526.250000 Penalty: 3070.067139
	Iteration 41Q: 3 clusters Score -1612526 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 11118 members 
Entering Unmasked Estep 
Score: -1612533.125000 Penalty: 3070.067139
	Iteration 42Q: 3 clusters Score -1612533 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 11135 members 
Entering Unmasked Estep 
Score: -1612534.750000 Penalty: 3070.067139
	Iteration 43Q: 3 clusters Score -1612535 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 11150 members 
Entering Unmasked Estep 
Score: -1612538.625000 Penalty: 3070.067139
	Iteration 44Q: 3 clusters Score -1612539 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 11160 members 
Entering Unmasked Estep 
Score: -1612540.750000 Penalty: 3070.067139
	Iteration 45Q: 3 clusters Score -1612541 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 11166 members 
Entering Unmasked Estep 
Score: -1612540.500000 Penalty: 3070.067139
	Iteration 46Q: 3 clusters Score -1612540 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 11172 members 
Entering Unmasked Estep 
Score: -1612544.500000 Penalty: 3070.067139
	Iteration 47Q: 3 clusters Score -1612544 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 11185 members 
Entering Unmasked Estep 
Score: -1612546.375000 Penalty: 3070.067139
	Iteration 48Q: 3 clusters Score -1612546 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 11194 members 
Entering Unmasked Estep 
Score: -1612546.750000 Penalty: 3070.067139
	Iteration 49Q: 3 clusters Score -1612547 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 11206 members 
Entering Unmasked Estep 
Score: -1612548.125000 Penalty: 3070.067139
	Iteration 50Q: 3 clusters Score -1612548 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 11215 members 
Entering Unmasked Estep 
Score: -1612552.000000 Penalty: 3070.067139
	Iteration 51Q: 3 clusters Score -1612552 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 11219 members 
Entering Unmasked Estep 
Score: -1612551.250000 Penalty: 3070.067139
	Iteration 52Q: 3 clusters Score -1612551 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 11220 members 
Entering Unmasked Estep 
Score: -1612552.625000 Penalty: 3070.067139
	Iteration 53Q: 3 clusters Score -1612553 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 11220 members 
Entering Unmasked Estep 
Score: -1612552.625000 Penalty: 3070.067139
	Iteration 54F: 3 clusters Score -1612553 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (2986 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Entering Unmasked Estep 
Score: -364544.781250 Penalty: 1300.274658
	Iteration 0F: 2 clusters Score -364544.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -361892.750000 Penalty: 2600.549316
	Iteration 0F: 3 clusters Score -361892.8 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -362593.812500 Penalty: 2600.549316
	Iteration 1F: 3 clusters Score -362593.8 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -362785.593750 Penalty: 2600.549316
	Iteration 2F: 3 clusters Score -362785.6 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -362925.593750 Penalty: 2600.549316
	Iteration 3F: 3 clusters Score -362925.6 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -363044.562500 Penalty: 2600.549316
	Iteration 4F: 3 clusters Score -363044.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -363136.000000 Penalty: 2600.549316
	Iteration 5Q: 3 clusters Score -363136 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -363226.218750 Penalty: 2600.549316
	Iteration 6Q: 3 clusters Score -363226.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -363301.593750 Penalty: 2600.549316
	Iteration 7Q: 3 clusters Score -363301.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -363356.843750 Penalty: 2600.549316
	Iteration 8Q: 3 clusters Score -363356.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -363400.687500 Penalty: 2600.549316
	Iteration 9Q: 3 clusters Score -363400.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -363441.125000 Penalty: 2600.549316
	Iteration 10Q: 3 clusters Score -363441.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -363472.125000 Penalty: 2600.549316
	Iteration 11Q: 3 clusters Score -363472.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -363493.531250 Penalty: 2600.549316
	Iteration 12Q: 3 clusters Score -363493.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -363521.343750 Penalty: 2600.549316
	Iteration 13Q: 3 clusters Score -363521.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -363542.843750 Penalty: 2600.549316
	Iteration 14Q: 3 clusters Score -363542.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -363560.875000 Penalty: 2600.549316
	Iteration 15Q: 3 clusters Score -363560.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -363576.406250 Penalty: 2600.549316
	Iteration 16Q: 3 clusters Score -363576.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -363589.156250 Penalty: 2600.549316
	Iteration 17Q: 3 clusters Score -363589.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -363602.000000 Penalty: 2600.549316
	Iteration 18Q: 3 clusters Score -363602 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -363611.656250 Penalty: 2600.549316
	Iteration 19Q: 3 clusters Score -363611.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -363622.843750 Penalty: 2600.549316
	Iteration 20F: 3 clusters Score -363622.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -363634.781250 Penalty: 2600.549316
	Iteration 21Q: 3 clusters Score -363634.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -363647.781250 Penalty: 2600.549316
	Iteration 22Q: 3 clusters Score -363647.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -363657.031250 Penalty: 2600.549316
	Iteration 23Q: 3 clusters Score -363657 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -363670.281250 Penalty: 2600.549316
	Iteration 24Q: 3 clusters Score -363670.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -363683.031250 Penalty: 2600.549316
	Iteration 25Q: 3 clusters Score -363683 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -363695.250000 Penalty: 2600.549316
	Iteration 26Q: 3 clusters Score -363695.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -363702.625000 Penalty: 2600.549316
	Iteration 27Q: 3 clusters Score -363702.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -363709.000000 Penalty: 2600.549316
	Iteration 28Q: 3 clusters Score -363709 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -363714.312500 Penalty: 2600.549316
	Iteration 29Q: 3 clusters Score -363714.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -363719.531250 Penalty: 2600.549316
	Iteration 30Q: 3 clusters Score -363719.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -363722.656250 Penalty: 2600.549316
	Iteration 31Q: 3 clusters Score -363722.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -363723.656250 Penalty: 2600.549316
	Iteration 32Q: 3 clusters Score -363723.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -363723.625000 Penalty: 2600.549316
	Iteration 33Q: 3 clusters Score -363723.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -363724.000000 Penalty: 2600.549316
	Iteration 34Q: 3 clusters Score -363724 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -363724.000000 Penalty: 2600.549316
	Iteration 35F: 3 clusters Score -363724 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (9499 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9499 members 
Entering Unmasked Estep 
Score: -1109366.500000 Penalty: 1488.328125
	Iteration 0F: 2 clusters Score -1109366 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -1102638.250000 Penalty: 2976.656250
	Iteration 0F: 3 clusters Score -1102638 nChanged 4076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -1105264.250000 Penalty: 2976.656250
	Iteration 1F: 3 clusters Score -1105264 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -1105968.250000 Penalty: 2976.656250
	Iteration 2F: 3 clusters Score -1105968 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 5184 members 
Entering Unmasked Estep 
Score: -1106559.875000 Penalty: 2976.656250
	Iteration 3F: 3 clusters Score -1106560 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 5285 members 
Entering Unmasked Estep 
Score: -1106969.625000 Penalty: 2976.656250
	Iteration 4F: 3 clusters Score -1106970 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 5354 members 
Entering Unmasked Estep 
Score: -1107247.500000 Penalty: 2976.656250
	Iteration 5F: 3 clusters Score -1107248 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 5408 members 
Entering Unmasked Estep 
Score: -1107410.000000 Penalty: 2976.656250
	Iteration 6Q: 3 clusters Score -1107410 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 5487 members 
Entering Unmasked Estep 
Score: -1107512.375000 Penalty: 2976.656250
	Iteration 7Q: 3 clusters Score -1107512 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 5552 members 
Entering Unmasked Estep 
Score: -1107601.875000 Penalty: 2976.656250
	Iteration 8Q: 3 clusters Score -1107602 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 5626 members 
Entering Unmasked Estep 
Score: -1107661.000000 Penalty: 2976.656250
	Iteration 9Q: 3 clusters Score -1107661 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 5684 members 
Entering Unmasked Estep 
Score: -1107702.375000 Penalty: 2976.656250
	Iteration 10Q: 3 clusters Score -1107702 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 5741 members 
Entering Unmasked Estep 
Score: -1107734.250000 Penalty: 2976.656250
	Iteration 11Q: 3 clusters Score -1107734 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 5801 members 
Entering Unmasked Estep 
Score: -1107772.375000 Penalty: 2976.656250
	Iteration 12Q: 3 clusters Score -1107772 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 5880 members 
Entering Unmasked Estep 
Score: -1107822.000000 Penalty: 2976.656250
	Iteration 13Q: 3 clusters Score -1107822 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 5940 members 
Entering Unmasked Estep 
Score: -1107857.875000 Penalty: 2976.656250
	Iteration 14Q: 3 clusters Score -1107858 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 6004 members 
Entering Unmasked Estep 
Score: -1107889.625000 Penalty: 2976.656250
	Iteration 15Q: 3 clusters Score -1107890 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 6085 members 
Entering Unmasked Estep 
Score: -1107928.750000 Penalty: 2976.656250
	Iteration 16Q: 3 clusters Score -1107929 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 6170 members 
Entering Unmasked Estep 
Score: -1107967.125000 Penalty: 2976.656250
	Iteration 17Q: 3 clusters Score -1107967 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 6267 members 
Entering Unmasked Estep 
Score: -1108019.250000 Penalty: 2976.656250
	Iteration 18Q: 3 clusters Score -1108019 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 6375 members 
Entering Unmasked Estep 
Score: -1108075.875000 Penalty: 2976.656250
	Iteration 19Q: 3 clusters Score -1108076 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 6502 members 
Entering Unmasked Estep 
Score: -1108129.750000 Penalty: 2976.656250
	Iteration 20F: 3 clusters Score -1108130 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 6624 members 
Entering Unmasked Estep 
Score: -1108195.250000 Penalty: 2976.656250
	Iteration 21Q: 3 clusters Score -1108195 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 6726 members 
Entering Unmasked Estep 
Score: -1108245.500000 Penalty: 2976.656250
	Iteration 22Q: 3 clusters Score -1108246 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 6836 members 
Entering Unmasked Estep 
Score: -1108296.625000 Penalty: 2976.656250
	Iteration 23Q: 3 clusters Score -1108297 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 6926 members 
Entering Unmasked Estep 
Score: -1108335.375000 Penalty: 2976.656250
	Iteration 24Q: 3 clusters Score -1108335 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 7002 members 
Entering Unmasked Estep 
Score: -1108362.250000 Penalty: 2976.656250
	Iteration 25Q: 3 clusters Score -1108362 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 7073 members 
Entering Unmasked Estep 
Score: -1108378.125000 Penalty: 2976.656250
	Iteration 26Q: 3 clusters Score -1108378 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 7132 members 
Entering Unmasked Estep 
Score: -1108396.875000 Penalty: 2976.656250
	Iteration 27Q: 3 clusters Score -1108397 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 7188 members 
Entering Unmasked Estep 
Score: -1108410.625000 Penalty: 2976.656250
	Iteration 28Q: 3 clusters Score -1108411 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 7239 members 
Entering Unmasked Estep 
Score: -1108429.375000 Penalty: 2976.656250
	Iteration 29Q: 3 clusters Score -1108429 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 7290 members 
Entering Unmasked Estep 
Score: -1108447.750000 Penalty: 2976.656250
	Iteration 30Q: 3 clusters Score -1108448 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 7348 members 
Entering Unmasked Estep 
Score: -1108467.750000 Penalty: 2976.656250
	Iteration 31Q: 3 clusters Score -1108468 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 7409 members 
Entering Unmasked Estep 
Score: -1108486.375000 Penalty: 2976.656250
	Iteration 32Q: 3 clusters Score -1108486 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 7457 members 
Entering Unmasked Estep 
Score: -1108498.375000 Penalty: 2976.656250
	Iteration 33Q: 3 clusters Score -1108498 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 7496 members 
Entering Unmasked Estep 
Score: -1108512.250000 Penalty: 2976.656250
	Iteration 34Q: 3 clusters Score -1108512 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 7531 members 
Entering Unmasked Estep 
Score: -1108524.875000 Penalty: 2976.656250
	Iteration 35Q: 3 clusters Score -1108525 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 7573 members 
Entering Unmasked Estep 
Score: -1108538.125000 Penalty: 2976.656250
	Iteration 36Q: 3 clusters Score -1108538 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 7617 members 
Entering Unmasked Estep 
Score: -1108557.125000 Penalty: 2976.656250
	Iteration 37Q: 3 clusters Score -1108557 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 7664 members 
Entering Unmasked Estep 
Score: -1108570.000000 Penalty: 2976.656250
	Iteration 38Q: 3 clusters Score -1108570 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 7708 members 
Entering Unmasked Estep 
Score: -1108583.375000 Penalty: 2976.656250
	Iteration 39Q: 3 clusters Score -1108583 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 7746 members 
Entering Unmasked Estep 
Score: -1108593.625000 Penalty: 2976.656250
	Iteration 40F: 3 clusters Score -1108594 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 7780 members 
Entering Unmasked Estep 
Score: -1108607.000000 Penalty: 2976.656250
	Iteration 41Q: 3 clusters Score -1108607 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 7808 members 
Entering Unmasked Estep 
Score: -1108611.125000 Penalty: 2976.656250
	Iteration 42Q: 3 clusters Score -1108611 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 7836 members 
Entering Unmasked Estep 
Score: -1108621.875000 Penalty: 2976.656250
	Iteration 43Q: 3 clusters Score -1108622 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 7864 members 
Entering Unmasked Estep 
Score: -1108629.625000 Penalty: 2976.656250
	Iteration 44Q: 3 clusters Score -1108630 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 7892 members 
Entering Unmasked Estep 
Score: -1108638.250000 Penalty: 2976.656250
	Iteration 45Q: 3 clusters Score -1108638 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 7915 members 
Entering Unmasked Estep 
Score: -1108643.625000 Penalty: 2976.656250
	Iteration 46Q: 3 clusters Score -1108644 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 7934 members 
Entering Unmasked Estep 
Score: -1108647.250000 Penalty: 2976.656250
	Iteration 47Q: 3 clusters Score -1108647 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 7952 members 
Entering Unmasked Estep 
Score: -1108654.750000 Penalty: 2976.656250
	Iteration 48Q: 3 clusters Score -1108655 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 7971 members 
Entering Unmasked Estep 
Score: -1108660.750000 Penalty: 2976.656250
	Iteration 49Q: 3 clusters Score -1108661 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 7991 members 
Entering Unmasked Estep 
Score: -1108666.375000 Penalty: 2976.656250
	Iteration 50Q: 3 clusters Score -1108666 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 8011 members 
Entering Unmasked Estep 
Score: -1108674.250000 Penalty: 2976.656250
	Iteration 51Q: 3 clusters Score -1108674 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 8039 members 
Entering Unmasked Estep 
Score: -1108684.000000 Penalty: 2976.656250
	Iteration 52Q: 3 clusters Score -1108684 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 8069 members 
Entering Unmasked Estep 
Score: -1108693.750000 Penalty: 2976.656250
	Iteration 53Q: 3 clusters Score -1108694 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 8086 members 
Entering Unmasked Estep 
Score: -1108700.000000 Penalty: 2976.656250
	Iteration 54Q: 3 clusters Score -1108700 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 8104 members 
Entering Unmasked Estep 
Score: -1108707.625000 Penalty: 2976.656250
	Iteration 55Q: 3 clusters Score -1108708 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 8120 members 
Entering Unmasked Estep 
Score: -1108709.750000 Penalty: 2976.656250
	Iteration 56Q: 3 clusters Score -1108710 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 8131 members 
Entering Unmasked Estep 
Score: -1108715.000000 Penalty: 2976.656250
	Iteration 57Q: 3 clusters Score -1108715 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 8146 members 
Entering Unmasked Estep 
Score: -1108720.500000 Penalty: 2976.656250
	Iteration 58Q: 3 clusters Score -1108720 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 8158 members 
Entering Unmasked Estep 
Score: -1108726.750000 Penalty: 2976.656250
	Iteration 59Q: 3 clusters Score -1108727 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 8171 members 
Entering Unmasked Estep 
Score: -1108728.125000 Penalty: 2976.656250
	Iteration 60F: 3 clusters Score -1108728 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 8178 members 
Entering Unmasked Estep 
Score: -1108732.000000 Penalty: 2976.656250
	Iteration 61Q: 3 clusters Score -1108732 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 8191 members 
Entering Unmasked Estep 
Score: -1108735.250000 Penalty: 2976.656250
	Iteration 62Q: 3 clusters Score -1108735 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 8198 members 
Entering Unmasked Estep 
Score: -1108736.750000 Penalty: 2976.656250
	Iteration 63Q: 3 clusters Score -1108737 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 8205 members 
Entering Unmasked Estep 
Score: -1108737.125000 Penalty: 2976.656250
	Iteration 64Q: 3 clusters Score -1108737 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 8212 members 
Entering Unmasked Estep 
Score: -1108740.250000 Penalty: 2976.656250
	Iteration 65Q: 3 clusters Score -1108740 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 8222 members 
Entering Unmasked Estep 
Score: -1108743.625000 Penalty: 2976.656250
	Iteration 66Q: 3 clusters Score -1108744 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 8228 members 
Entering Unmasked Estep 
Score: -1108744.750000 Penalty: 2976.656250
	Iteration 67Q: 3 clusters Score -1108745 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 8238 members 
Entering Unmasked Estep 
Score: -1108746.750000 Penalty: 2976.656250
	Iteration 68Q: 3 clusters Score -1108747 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 8244 members 
Entering Unmasked Estep 
Score: -1108750.375000 Penalty: 2976.656250
	Iteration 69Q: 3 clusters Score -1108750 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 8252 members 
Entering Unmasked Estep 
Score: -1108752.625000 Penalty: 2976.656250
	Iteration 70Q: 3 clusters Score -1108753 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 8257 members 
Entering Unmasked Estep 
Score: -1108754.750000 Penalty: 2976.656250
	Iteration 71Q: 3 clusters Score -1108755 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 8265 members 
Entering Unmasked Estep 
Score: -1108756.625000 Penalty: 2976.656250
	Iteration 72Q: 3 clusters Score -1108757 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 8276 members 
Entering Unmasked Estep 
Score: -1108760.250000 Penalty: 2976.656250
	Iteration 73Q: 3 clusters Score -1108760 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 8286 members 
Entering Unmasked Estep 
Score: -1108760.750000 Penalty: 2976.656250
	Iteration 74Q: 3 clusters Score -1108761 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 8294 members 
Entering Unmasked Estep 
Score: -1108760.750000 Penalty: 2976.656250
	Iteration 75Q: 3 clusters Score -1108761 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 8301 members 
Entering Unmasked Estep 
Score: -1108763.875000 Penalty: 2976.656250
	Iteration 76Q: 3 clusters Score -1108764 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 8315 members 
Entering Unmasked Estep 
Score: -1108770.500000 Penalty: 2976.656250
	Iteration 77Q: 3 clusters Score -1108770 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 8328 members 
Entering Unmasked Estep 
Score: -1108772.750000 Penalty: 2976.656250
	Iteration 78Q: 3 clusters Score -1108773 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 8336 members 
Entering Unmasked Estep 
Score: -1108774.750000 Penalty: 2976.656250
	Iteration 79Q: 3 clusters Score -1108775 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 8347 members 
Entering Unmasked Estep 
Score: -1108775.625000 Penalty: 2976.656250
	Iteration 80F: 3 clusters Score -1108776 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 8356 members 
Entering Unmasked Estep 
Score: -1108778.000000 Penalty: 2976.656250
	Iteration 81Q: 3 clusters Score -1108778 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 8364 members 
Entering Unmasked Estep 
Score: -1108781.375000 Penalty: 2976.656250
	Iteration 82Q: 3 clusters Score -1108781 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 8373 members 
Entering Unmasked Estep 
Score: -1108783.250000 Penalty: 2976.656250
	Iteration 83Q: 3 clusters Score -1108783 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 8375 members 
Entering Unmasked Estep 
Score: -1108785.000000 Penalty: 2976.656250
	Iteration 84Q: 3 clusters Score -1108785 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 8377 members 
Entering Unmasked Estep 
Score: -1108785.250000 Penalty: 2976.656250
	Iteration 85Q: 3 clusters Score -1108785 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 8377 members 
Entering Unmasked Estep 
Score: -1108785.250000 Penalty: 2976.656250
	Iteration 86F: 3 clusters Score -1108785 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (2323 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Entering Unmasked Estep 
Score: -281910.656250 Penalty: 1259.474854
	Iteration 0F: 2 clusters Score -281910.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -279661.031250 Penalty: 2518.949707
	Iteration 0F: 3 clusters Score -279661 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -280221.250000 Penalty: 2518.949707
	Iteration 1F: 3 clusters Score -280221.2 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -280398.531250 Penalty: 2518.949707
	Iteration 2F: 3 clusters Score -280398.5 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -280579.593750 Penalty: 2518.949707
	Iteration 3F: 3 clusters Score -280579.6 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -280751.968750 Penalty: 2518.949707
	Iteration 4F: 3 clusters Score -280752 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -280920.125000 Penalty: 2518.949707
	Iteration 5F: 3 clusters Score -280920.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -281016.812500 Penalty: 2518.949707
	Iteration 6Q: 3 clusters Score -281016.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -281079.843750 Penalty: 2518.949707
	Iteration 7Q: 3 clusters Score -281079.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -281131.937500 Penalty: 2518.949707
	Iteration 8Q: 3 clusters Score -281131.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -281172.875000 Penalty: 2518.949707
	Iteration 9Q: 3 clusters Score -281172.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -281207.000000 Penalty: 2518.949707
	Iteration 10Q: 3 clusters Score -281207 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -281233.125000 Penalty: 2518.949707
	Iteration 11Q: 3 clusters Score -281233.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -281249.656250 Penalty: 2518.949707
	Iteration 12Q: 3 clusters Score -281249.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -281255.843750 Penalty: 2518.949707
	Iteration 13Q: 3 clusters Score -281255.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -281260.312500 Penalty: 2518.949707
	Iteration 14Q: 3 clusters Score -281260.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -281264.125000 Penalty: 2518.949707
	Iteration 15Q: 3 clusters Score -281264.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -281264.906250 Penalty: 2518.949707
	Iteration 16Q: 3 clusters Score -281264.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -281264.906250 Penalty: 2518.949707
	Iteration 17F: 3 clusters Score -281264.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (25573 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25573 members 
Entering Unmasked Estep 
Score: -3001198.250000 Penalty: 1649.260010
	Iteration 0F: 2 clusters Score -3001198 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12725 members 
Mstep: Class 2 contains 12848 members 
Entering Unmasked Estep 
Score: -2984000.250000 Penalty: 3298.520020
	Iteration 0F: 3 clusters Score -2984000 nChanged 11674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12687 members 
Mstep: Class 2 contains 12886 members 
Entering Unmasked Estep 
Score: -2991311.750000 Penalty: 3298.520020
	Iteration 1F: 3 clusters Score -2991312 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12830 members 
Mstep: Class 2 contains 12743 members 
Entering Unmasked Estep 
Score: -2992451.250000 Penalty: 3298.520020
	Iteration 2F: 3 clusters Score -2992451 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13055 members 
Mstep: Class 2 contains 12518 members 
Entering Unmasked Estep 
Score: -2993648.750000 Penalty: 3298.520020
	Iteration 3F: 3 clusters Score -2993649 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13304 members 
Mstep: Class 2 contains 12269 members 
Entering Unmasked Estep 
Score: -2994642.000000 Penalty: 3298.520020
	Iteration 4F: 3 clusters Score -2994642 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13516 members 
Mstep: Class 2 contains 12057 members 
Entering Unmasked Estep 
Score: -2995372.000000 Penalty: 3298.520020
	Iteration 5F: 3 clusters Score -2995372 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13629 members 
Mstep: Class 2 contains 11944 members 
Entering Unmasked Estep 
Score: -2995890.500000 Penalty: 3298.520020
	Iteration 6Q: 3 clusters Score -2995890 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13736 members 
Mstep: Class 2 contains 11837 members 
Entering Unmasked Estep 
Score: -2996273.000000 Penalty: 3298.520020
	Iteration 7Q: 3 clusters Score -2996273 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13819 members 
Mstep: Class 2 contains 11754 members 
Entering Unmasked Estep 
Score: -2996560.750000 Penalty: 3298.520020
	Iteration 8Q: 3 clusters Score -2996561 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13862 members 
Mstep: Class 2 contains 11711 members 
Entering Unmasked Estep 
Score: -2996814.750000 Penalty: 3298.520020
	Iteration 9Q: 3 clusters Score -2996815 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13912 members 
Mstep: Class 2 contains 11661 members 
Entering Unmasked Estep 
Score: -2997013.500000 Penalty: 3298.520020
	Iteration 10Q: 3 clusters Score -2997014 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13960 members 
Mstep: Class 2 contains 11613 members 
Entering Unmasked Estep 
Score: -2997156.000000 Penalty: 3298.520020
	Iteration 11Q: 3 clusters Score -2997156 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14002 members 
Mstep: Class 2 contains 11571 members 
Entering Unmasked Estep 
Score: -2997283.000000 Penalty: 3298.520020
	Iteration 12Q: 3 clusters Score -2997283 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14037 members 
Mstep: Class 2 contains 11536 members 
Entering Unmasked Estep 
Score: -2997365.500000 Penalty: 3298.520020
	Iteration 13Q: 3 clusters Score -2997366 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14031 members 
Mstep: Class 2 contains 11542 members 
Entering Unmasked Estep 
Score: -2997441.750000 Penalty: 3298.520020
	Iteration 14Q: 3 clusters Score -2997442 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14028 members 
Mstep: Class 2 contains 11545 members 
Entering Unmasked Estep 
Score: -2997494.500000 Penalty: 3298.520020
	Iteration 15Q: 3 clusters Score -2997494 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14043 members 
Mstep: Class 2 contains 11530 members 
Entering Unmasked Estep 
Score: -2997545.000000 Penalty: 3298.520020
	Iteration 16Q: 3 clusters Score -2997545 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14049 members 
Mstep: Class 2 contains 11524 members 
Entering Unmasked Estep 
Score: -2997603.000000 Penalty: 3298.520020
	Iteration 17Q: 3 clusters Score -2997603 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14053 members 
Mstep: Class 2 contains 11520 members 
Entering Unmasked Estep 
Score: -2997629.750000 Penalty: 3298.520020
	Iteration 18Q: 3 clusters Score -2997630 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14068 members 
Mstep: Class 2 contains 11505 members 
Entering Unmasked Estep 
Score: -2997640.500000 Penalty: 3298.520020
	Iteration 19Q: 3 clusters Score -2997640 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14096 members 
Mstep: Class 2 contains 11477 members 
Entering Unmasked Estep 
Score: -2997661.000000 Penalty: 3298.520020
	Iteration 20F: 3 clusters Score -2997661 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14133 members 
Mstep: Class 2 contains 11440 members 
Entering Unmasked Estep 
Score: -2997679.000000 Penalty: 3298.520020
	Iteration 21Q: 3 clusters Score -2997679 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14170 members 
Mstep: Class 2 contains 11403 members 
Entering Unmasked Estep 
Score: -2997699.000000 Penalty: 3298.520020
	Iteration 22Q: 3 clusters Score -2997699 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14198 members 
Mstep: Class 2 contains 11375 members 
Entering Unmasked Estep 
Score: -2997713.500000 Penalty: 3298.520020
	Iteration 23Q: 3 clusters Score -2997714 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14227 members 
Mstep: Class 2 contains 11346 members 
Entering Unmasked Estep 
Score: -2997723.500000 Penalty: 3298.520020
	Iteration 24Q: 3 clusters Score -2997724 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14250 members 
Mstep: Class 2 contains 11323 members 
Entering Unmasked Estep 
Score: -2997731.250000 Penalty: 3298.520020
	Iteration 25Q: 3 clusters Score -2997731 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14273 members 
Mstep: Class 2 contains 11300 members 
Entering Unmasked Estep 
Score: -2997733.500000 Penalty: 3298.520020
	Iteration 26Q: 3 clusters Score -2997734 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14310 members 
Mstep: Class 2 contains 11263 members 
Entering Unmasked Estep 
Score: -2997738.250000 Penalty: 3298.520020
	Iteration 27Q: 3 clusters Score -2997738 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14349 members 
Mstep: Class 2 contains 11224 members 
Entering Unmasked Estep 
Score: -2997747.500000 Penalty: 3298.520020
	Iteration 28Q: 3 clusters Score -2997748 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14398 members 
Mstep: Class 2 contains 11175 members 
Entering Unmasked Estep 
Score: -2997753.500000 Penalty: 3298.520020
	Iteration 29Q: 3 clusters Score -2997754 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14436 members 
Mstep: Class 2 contains 11137 members 
Entering Unmasked Estep 
Score: -2997774.000000 Penalty: 3298.520020
	Iteration 30Q: 3 clusters Score -2997774 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14489 members 
Mstep: Class 2 contains 11084 members 
Entering Unmasked Estep 
Score: -2997785.750000 Penalty: 3298.520020
	Iteration 31Q: 3 clusters Score -2997786 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14533 members 
Mstep: Class 2 contains 11040 members 
Entering Unmasked Estep 
Score: -2997795.750000 Penalty: 3298.520020
	Iteration 32Q: 3 clusters Score -2997796 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14577 members 
Mstep: Class 2 contains 10996 members 
Entering Unmasked Estep 
Score: -2997808.000000 Penalty: 3298.520020
	Iteration 33Q: 3 clusters Score -2997808 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14629 members 
Mstep: Class 2 contains 10944 members 
Entering Unmasked Estep 
Score: -2997811.750000 Penalty: 3298.520020
	Iteration 34Q: 3 clusters Score -2997812 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14685 members 
Mstep: Class 2 contains 10888 members 
Entering Unmasked Estep 
Score: -2997836.750000 Penalty: 3298.520020
	Iteration 35Q: 3 clusters Score -2997837 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14753 members 
Mstep: Class 2 contains 10820 members 
Entering Unmasked Estep 
Score: -2997842.000000 Penalty: 3298.520020
	Iteration 36Q: 3 clusters Score -2997842 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14833 members 
Mstep: Class 2 contains 10740 members 
Entering Unmasked Estep 
Score: -2997863.500000 Penalty: 3298.520020
	Iteration 37Q: 3 clusters Score -2997864 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14908 members 
Mstep: Class 2 contains 10665 members 
Entering Unmasked Estep 
Score: -2997883.000000 Penalty: 3298.520020
	Iteration 38Q: 3 clusters Score -2997883 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14971 members 
Mstep: Class 2 contains 10602 members 
Entering Unmasked Estep 
Score: -2997895.000000 Penalty: 3298.520020
	Iteration 39Q: 3 clusters Score -2997895 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15027 members 
Mstep: Class 2 contains 10546 members 
Entering Unmasked Estep 
Score: -2997921.750000 Penalty: 3298.520020
	Iteration 40F: 3 clusters Score -2997922 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15070 members 
Mstep: Class 2 contains 10503 members 
Entering Unmasked Estep 
Score: -2997926.750000 Penalty: 3298.520020
	Iteration 41Q: 3 clusters Score -2997927 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15105 members 
Mstep: Class 2 contains 10468 members 
Entering Unmasked Estep 
Score: -2997929.250000 Penalty: 3298.520020
	Iteration 42Q: 3 clusters Score -2997929 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15143 members 
Mstep: Class 2 contains 10430 members 
Entering Unmasked Estep 
Score: -2997944.750000 Penalty: 3298.520020
	Iteration 43Q: 3 clusters Score -2997945 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15175 members 
Mstep: Class 2 contains 10398 members 
Entering Unmasked Estep 
Score: -2997950.750000 Penalty: 3298.520020
	Iteration 44Q: 3 clusters Score -2997951 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15201 members 
Mstep: Class 2 contains 10372 members 
Entering Unmasked Estep 
Score: -2997953.250000 Penalty: 3298.520020
	Iteration 45Q: 3 clusters Score -2997953 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15234 members 
Mstep: Class 2 contains 10339 members 
Entering Unmasked Estep 
Score: -2997957.000000 Penalty: 3298.520020
	Iteration 46Q: 3 clusters Score -2997957 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15254 members 
Mstep: Class 2 contains 10319 members 
Entering Unmasked Estep 
Score: -2997963.250000 Penalty: 3298.520020
	Iteration 47Q: 3 clusters Score -2997963 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15281 members 
Mstep: Class 2 contains 10292 members 
Entering Unmasked Estep 
Score: -2997964.750000 Penalty: 3298.520020
	Iteration 48Q: 3 clusters Score -2997965 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15315 members 
Mstep: Class 2 contains 10258 members 
Entering Unmasked Estep 
Score: -2997970.500000 Penalty: 3298.520020
	Iteration 49Q: 3 clusters Score -2997970 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15336 members 
Mstep: Class 2 contains 10237 members 
Entering Unmasked Estep 
Score: -2997975.750000 Penalty: 3298.520020
	Iteration 50Q: 3 clusters Score -2997976 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15368 members 
Mstep: Class 2 contains 10205 members 
Entering Unmasked Estep 
Score: -2997991.250000 Penalty: 3298.520020
	Iteration 51Q: 3 clusters Score -2997991 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15400 members 
Mstep: Class 2 contains 10173 members 
Entering Unmasked Estep 
Score: -2997990.000000 Penalty: 3298.520020
	Iteration 52Q: 3 clusters Score -2997990 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15424 members 
Mstep: Class 2 contains 10149 members 
Entering Unmasked Estep 
Score: -2997986.250000 Penalty: 3298.520020
	Iteration 53Q: 3 clusters Score -2997986 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15455 members 
Mstep: Class 2 contains 10118 members 
Entering Unmasked Estep 
Score: -2997998.500000 Penalty: 3298.520020
	Iteration 54Q: 3 clusters Score -2997998 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15498 members 
Mstep: Class 2 contains 10075 members 
Entering Unmasked Estep 
Score: -2998012.000000 Penalty: 3298.520020
	Iteration 55Q: 3 clusters Score -2998012 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15544 members 
Mstep: Class 2 contains 10029 members 
Entering Unmasked Estep 
Score: -2998013.250000 Penalty: 3298.520020
	Iteration 56Q: 3 clusters Score -2998013 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15590 members 
Mstep: Class 2 contains 9983 members 
Entering Unmasked Estep 
Score: -2998013.750000 Penalty: 3298.520020
	Iteration 57Q: 3 clusters Score -2998014 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15630 members 
Mstep: Class 2 contains 9943 members 
Entering Unmasked Estep 
Score: -2998013.750000 Penalty: 3298.520020
	Iteration 58Q: 3 clusters Score -2998014 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15665 members 
Mstep: Class 2 contains 9908 members 
Entering Unmasked Estep 
Score: -2998010.750000 Penalty: 3298.520020
	Iteration 59Q: 3 clusters Score -2998011 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15705 members 
Mstep: Class 2 contains 9868 members 
Entering Unmasked Estep 
Score: -2998020.500000 Penalty: 3298.520020
	Iteration 60F: 3 clusters Score -2998020 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15749 members 
Mstep: Class 2 contains 9824 members 
Entering Unmasked Estep 
Score: -2998031.000000 Penalty: 3298.520020
	Iteration 61Q: 3 clusters Score -2998031 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15785 members 
Mstep: Class 2 contains 9788 members 
Entering Unmasked Estep 
Score: -2998044.500000 Penalty: 3298.520020
	Iteration 62Q: 3 clusters Score -2998044 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15820 members 
Mstep: Class 2 contains 9753 members 
Entering Unmasked Estep 
Score: -2998037.500000 Penalty: 3298.520020
	Iteration 63Q: 3 clusters Score -2998038 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15848 members 
Mstep: Class 2 contains 9725 members 
Entering Unmasked Estep 
Score: -2998041.000000 Penalty: 3298.520020
	Iteration 64Q: 3 clusters Score -2998041 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15872 members 
Mstep: Class 2 contains 9701 members 
Entering Unmasked Estep 
Score: -2998048.500000 Penalty: 3298.520020
	Iteration 65Q: 3 clusters Score -2998048 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15893 members 
Mstep: Class 2 contains 9680 members 
Entering Unmasked Estep 
Score: -2998044.500000 Penalty: 3298.520020
	Iteration 66Q: 3 clusters Score -2998044 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15914 members 
Mstep: Class 2 contains 9659 members 
Entering Unmasked Estep 
Score: -2998049.500000 Penalty: 3298.520020
	Iteration 67Q: 3 clusters Score -2998050 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15940 members 
Mstep: Class 2 contains 9633 members 
Entering Unmasked Estep 
Score: -2998055.500000 Penalty: 3298.520020
	Iteration 68Q: 3 clusters Score -2998056 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15964 members 
Mstep: Class 2 contains 9609 members 
Entering Unmasked Estep 
Score: -2998048.750000 Penalty: 3298.520020
	Iteration 69Q: 3 clusters Score -2998049 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15980 members 
Mstep: Class 2 contains 9593 members 
Entering Unmasked Estep 
Score: -2998046.500000 Penalty: 3298.520020
	Iteration 70Q: 3 clusters Score -2998046 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15996 members 
Mstep: Class 2 contains 9577 members 
Entering Unmasked Estep 
Score: -2998045.000000 Penalty: 3298.520020
	Iteration 71Q: 3 clusters Score -2998045 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16022 members 
Mstep: Class 2 contains 9551 members 
Entering Unmasked Estep 
Score: -2998050.000000 Penalty: 3298.520020
	Iteration 72Q: 3 clusters Score -2998050 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16047 members 
Mstep: Class 2 contains 9526 members 
Entering Unmasked Estep 
Score: -2998057.500000 Penalty: 3298.520020
	Iteration 73Q: 3 clusters Score -2998058 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16065 members 
Mstep: Class 2 contains 9508 members 
Entering Unmasked Estep 
Score: -2998059.000000 Penalty: 3298.520020
	Iteration 74Q: 3 clusters Score -2998059 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16090 members 
Mstep: Class 2 contains 9483 members 
Entering Unmasked Estep 
Score: -2998054.500000 Penalty: 3298.520020
	Iteration 75Q: 3 clusters Score -2998054 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16123 members 
Mstep: Class 2 contains 9450 members 
Entering Unmasked Estep 
Score: -2998051.500000 Penalty: 3298.520020
	Iteration 76Q: 3 clusters Score -2998052 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16145 members 
Mstep: Class 2 contains 9428 members 
Entering Unmasked Estep 
Score: -2998056.750000 Penalty: 3298.520020
	Iteration 77Q: 3 clusters Score -2998057 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16164 members 
Mstep: Class 2 contains 9409 members 
Entering Unmasked Estep 
Score: -2998063.750000 Penalty: 3298.520020
	Iteration 78Q: 3 clusters Score -2998064 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16184 members 
Mstep: Class 2 contains 9389 members 
Entering Unmasked Estep 
Score: -2998065.250000 Penalty: 3298.520020
	Iteration 79Q: 3 clusters Score -2998065 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16197 members 
Mstep: Class 2 contains 9376 members 
Entering Unmasked Estep 
Score: -2998070.500000 Penalty: 3298.520020
	Iteration 80F: 3 clusters Score -2998070 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16220 members 
Mstep: Class 2 contains 9353 members 
Entering Unmasked Estep 
Score: -2998077.000000 Penalty: 3298.520020
	Iteration 81Q: 3 clusters Score -2998077 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16237 members 
Mstep: Class 2 contains 9336 members 
Entering Unmasked Estep 
Score: -2998079.750000 Penalty: 3298.520020
	Iteration 82Q: 3 clusters Score -2998080 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16257 members 
Mstep: Class 2 contains 9316 members 
Entering Unmasked Estep 
Score: -2998088.250000 Penalty: 3298.520020
	Iteration 83Q: 3 clusters Score -2998088 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16280 members 
Mstep: Class 2 contains 9293 members 
Entering Unmasked Estep 
Score: -2998085.250000 Penalty: 3298.520020
	Iteration 84Q: 3 clusters Score -2998085 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16306 members 
Mstep: Class 2 contains 9267 members 
Entering Unmasked Estep 
Score: -2998083.000000 Penalty: 3298.520020
	Iteration 85Q: 3 clusters Score -2998083 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16330 members 
Mstep: Class 2 contains 9243 members 
Entering Unmasked Estep 
Score: -2998079.500000 Penalty: 3298.520020
	Iteration 86Q: 3 clusters Score -2998080 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16358 members 
Mstep: Class 2 contains 9215 members 
Entering Unmasked Estep 
Score: -2998081.750000 Penalty: 3298.520020
	Iteration 87Q: 3 clusters Score -2998082 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16383 members 
Mstep: Class 2 contains 9190 members 
Entering Unmasked Estep 
Score: -2998088.500000 Penalty: 3298.520020
	Iteration 88Q: 3 clusters Score -2998088 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16409 members 
Mstep: Class 2 contains 9164 members 
Entering Unmasked Estep 
Score: -2998087.750000 Penalty: 3298.520020
	Iteration 89Q: 3 clusters Score -2998088 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16433 members 
Mstep: Class 2 contains 9140 members 
Entering Unmasked Estep 
Score: -2998090.000000 Penalty: 3298.520020
	Iteration 90Q: 3 clusters Score -2998090 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16455 members 
Mstep: Class 2 contains 9118 members 
Entering Unmasked Estep 
Score: -2998096.250000 Penalty: 3298.520020
	Iteration 91Q: 3 clusters Score -2998096 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16482 members 
Mstep: Class 2 contains 9091 members 
Entering Unmasked Estep 
Score: -2998092.750000 Penalty: 3298.520020
	Iteration 92Q: 3 clusters Score -2998093 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16506 members 
Mstep: Class 2 contains 9067 members 
Entering Unmasked Estep 
Score: -2998087.000000 Penalty: 3298.520020
	Iteration 93Q: 3 clusters Score -2998087 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16535 members 
Mstep: Class 2 contains 9038 members 
Entering Unmasked Estep 
Score: -2998091.750000 Penalty: 3298.520020
	Iteration 94Q: 3 clusters Score -2998092 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16559 members 
Mstep: Class 2 contains 9014 members 
Entering Unmasked Estep 
Score: -2998102.500000 Penalty: 3298.520020
	Iteration 95Q: 3 clusters Score -2998102 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16586 members 
Mstep: Class 2 contains 8987 members 
Entering Unmasked Estep 
Score: -2998098.500000 Penalty: 3298.520020
	Iteration 96Q: 3 clusters Score -2998098 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16609 members 
Mstep: Class 2 contains 8964 members 
Entering Unmasked Estep 
Score: -2998106.500000 Penalty: 3298.520020
	Iteration 97Q: 3 clusters Score -2998106 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16635 members 
Mstep: Class 2 contains 8938 members 
Entering Unmasked Estep 
Score: -2998103.250000 Penalty: 3298.520020
	Iteration 98Q: 3 clusters Score -2998103 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16661 members 
Mstep: Class 2 contains 8912 members 
Entering Unmasked Estep 
Score: -2998114.500000 Penalty: 3298.520020
	Iteration 99Q: 3 clusters Score -2998114 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16692 members 
Mstep: Class 2 contains 8881 members 
Entering Unmasked Estep 
Score: -2998113.500000 Penalty: 3298.520020
	Iteration 100F: 3 clusters Score -2998114 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16719 members 
Mstep: Class 2 contains 8854 members 
Entering Unmasked Estep 
Score: -2998118.000000 Penalty: 3298.520020
	Iteration 101Q: 3 clusters Score -2998118 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16750 members 
Mstep: Class 2 contains 8823 members 
Entering Unmasked Estep 
Score: -2998122.250000 Penalty: 3298.520020
	Iteration 102Q: 3 clusters Score -2998122 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16791 members 
Mstep: Class 2 contains 8782 members 
Entering Unmasked Estep 
Score: -2998130.500000 Penalty: 3298.520020
	Iteration 103Q: 3 clusters Score -2998130 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16836 members 
Mstep: Class 2 contains 8737 members 
Entering Unmasked Estep 
Score: -2998132.750000 Penalty: 3298.520020
	Iteration 104Q: 3 clusters Score -2998133 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16885 members 
Mstep: Class 2 contains 8688 members 
Entering Unmasked Estep 
Score: -2998138.250000 Penalty: 3298.520020
	Iteration 105Q: 3 clusters Score -2998138 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16933 members 
Mstep: Class 2 contains 8640 members 
Entering Unmasked Estep 
Score: -2998137.000000 Penalty: 3298.520020
	Iteration 106Q: 3 clusters Score -2998137 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16976 members 
Mstep: Class 2 contains 8597 members 
Entering Unmasked Estep 
Score: -2998142.500000 Penalty: 3298.520020
	Iteration 107Q: 3 clusters Score -2998142 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17033 members 
Mstep: Class 2 contains 8540 members 
Entering Unmasked Estep 
Score: -2998141.250000 Penalty: 3298.520020
	Iteration 108Q: 3 clusters Score -2998141 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17093 members 
Mstep: Class 2 contains 8480 members 
Entering Unmasked Estep 
Score: -2998154.250000 Penalty: 3298.520020
	Iteration 109Q: 3 clusters Score -2998154 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17157 members 
Mstep: Class 2 contains 8416 members 
Entering Unmasked Estep 
Score: -2998160.250000 Penalty: 3298.520020
	Iteration 110Q: 3 clusters Score -2998160 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17227 members 
Mstep: Class 2 contains 8346 members 
Entering Unmasked Estep 
Score: -2998164.000000 Penalty: 3298.520020
	Iteration 111Q: 3 clusters Score -2998164 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17306 members 
Mstep: Class 2 contains 8267 members 
Entering Unmasked Estep 
Score: -2998171.250000 Penalty: 3298.520020
	Iteration 112Q: 3 clusters Score -2998171 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17393 members 
Mstep: Class 2 contains 8180 members 
Entering Unmasked Estep 
Score: -2998189.750000 Penalty: 3298.520020
	Iteration 113Q: 3 clusters Score -2998190 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17474 members 
Mstep: Class 2 contains 8099 members 
Entering Unmasked Estep 
Score: -2998197.000000 Penalty: 3298.520020
	Iteration 114Q: 3 clusters Score -2998197 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17566 members 
Mstep: Class 2 contains 8007 members 
Entering Unmasked Estep 
Score: -2998207.250000 Penalty: 3298.520020
	Iteration 115Q: 3 clusters Score -2998207 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17649 members 
Mstep: Class 2 contains 7924 members 
Entering Unmasked Estep 
Score: -2998227.000000 Penalty: 3298.520020
	Iteration 116Q: 3 clusters Score -2998227 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17740 members 
Mstep: Class 2 contains 7833 members 
Entering Unmasked Estep 
Score: -2998228.500000 Penalty: 3298.520020
	Iteration 117Q: 3 clusters Score -2998228 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17825 members 
Mstep: Class 2 contains 7748 members 
Entering Unmasked Estep 
Score: -2998233.500000 Penalty: 3298.520020
	Iteration 118Q: 3 clusters Score -2998234 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17909 members 
Mstep: Class 2 contains 7664 members 
Entering Unmasked Estep 
Score: -2998252.000000 Penalty: 3298.520020
	Iteration 119Q: 3 clusters Score -2998252 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18003 members 
Mstep: Class 2 contains 7570 members 
Entering Unmasked Estep 
Score: -2998263.250000 Penalty: 3298.520020
	Iteration 120F: 3 clusters Score -2998263 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18105 members 
Mstep: Class 2 contains 7468 members 
Entering Unmasked Estep 
Score: -2998273.750000 Penalty: 3298.520020
	Iteration 121Q: 3 clusters Score -2998274 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18200 members 
Mstep: Class 2 contains 7373 members 
Entering Unmasked Estep 
Score: -2998280.500000 Penalty: 3298.520020
	Iteration 122Q: 3 clusters Score -2998280 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18288 members 
Mstep: Class 2 contains 7285 members 
Entering Unmasked Estep 
Score: -2998290.250000 Penalty: 3298.520020
	Iteration 123Q: 3 clusters Score -2998290 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18366 members 
Mstep: Class 2 contains 7207 members 
Entering Unmasked Estep 
Score: -2998301.500000 Penalty: 3298.520020
	Iteration 124Q: 3 clusters Score -2998302 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18454 members 
Mstep: Class 2 contains 7119 members 
Entering Unmasked Estep 
Score: -2998312.250000 Penalty: 3298.520020
	Iteration 125Q: 3 clusters Score -2998312 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18535 members 
Mstep: Class 2 contains 7038 members 
Entering Unmasked Estep 
Score: -2998327.500000 Penalty: 3298.520020
	Iteration 126Q: 3 clusters Score -2998328 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18640 members 
Mstep: Class 2 contains 6933 members 
Entering Unmasked Estep 
Score: -2998346.500000 Penalty: 3298.520020
	Iteration 127Q: 3 clusters Score -2998346 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18730 members 
Mstep: Class 2 contains 6843 members 
Entering Unmasked Estep 
Score: -2998354.750000 Penalty: 3298.520020
	Iteration 128Q: 3 clusters Score -2998355 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18819 members 
Mstep: Class 2 contains 6754 members 
Entering Unmasked Estep 
Score: -2998361.750000 Penalty: 3298.520020
	Iteration 129Q: 3 clusters Score -2998362 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18915 members 
Mstep: Class 2 contains 6658 members 
Entering Unmasked Estep 
Score: -2998381.250000 Penalty: 3298.520020
	Iteration 130Q: 3 clusters Score -2998381 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19001 members 
Mstep: Class 2 contains 6572 members 
Entering Unmasked Estep 
Score: -2998391.750000 Penalty: 3298.520020
	Iteration 131Q: 3 clusters Score -2998392 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19096 members 
Mstep: Class 2 contains 6477 members 
Entering Unmasked Estep 
Score: -2998410.000000 Penalty: 3298.520020
	Iteration 132Q: 3 clusters Score -2998410 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19215 members 
Mstep: Class 2 contains 6358 members 
Entering Unmasked Estep 
Score: -2998422.000000 Penalty: 3298.520020
	Iteration 133Q: 3 clusters Score -2998422 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19314 members 
Mstep: Class 2 contains 6259 members 
Entering Unmasked Estep 
Score: -2998452.500000 Penalty: 3298.520020
	Iteration 134Q: 3 clusters Score -2998452 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19418 members 
Mstep: Class 2 contains 6155 members 
Entering Unmasked Estep 
Score: -2998454.750000 Penalty: 3298.520020
	Iteration 135Q: 3 clusters Score -2998455 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19540 members 
Mstep: Class 2 contains 6033 members 
Entering Unmasked Estep 
Score: -2998477.500000 Penalty: 3298.520020
	Iteration 136Q: 3 clusters Score -2998478 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19684 members 
Mstep: Class 2 contains 5889 members 
Entering Unmasked Estep 
Score: -2998502.250000 Penalty: 3298.520020
	Iteration 137Q: 3 clusters Score -2998502 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19835 members 
Mstep: Class 2 contains 5738 members 
Entering Unmasked Estep 
Score: -2998531.500000 Penalty: 3298.520020
	Iteration 138Q: 3 clusters Score -2998532 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19992 members 
Mstep: Class 2 contains 5581 members 
Entering Unmasked Estep 
Score: -2998570.250000 Penalty: 3298.520020
	Iteration 139Q: 3 clusters Score -2998570 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20148 members 
Mstep: Class 2 contains 5425 members 
Entering Unmasked Estep 
Score: -2998605.000000 Penalty: 3298.520020
	Iteration 140F: 3 clusters Score -2998605 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20316 members 
Mstep: Class 2 contains 5257 members 
Entering Unmasked Estep 
Score: -2998653.000000 Penalty: 3298.520020
	Iteration 141Q: 3 clusters Score -2998653 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20504 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -2998698.250000 Penalty: 3298.520020
	Iteration 142Q: 3 clusters Score -2998698 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20726 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -2998758.250000 Penalty: 3298.520020
	Iteration 143Q: 3 clusters Score -2998758 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20986 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -2998844.000000 Penalty: 3298.520020
	Iteration 144Q: 3 clusters Score -2998844 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21263 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -2998936.250000 Penalty: 3298.520020
	Iteration 145Q: 3 clusters Score -2998936 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21560 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -2999038.250000 Penalty: 3298.520020
	Iteration 146Q: 3 clusters Score -2999038 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21871 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -2999166.750000 Penalty: 3298.520020
	Iteration 147Q: 3 clusters Score -2999167 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22211 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -2999325.250000 Penalty: 3298.520020
	Iteration 148Q: 3 clusters Score -2999325 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22508 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -2999454.750000 Penalty: 3298.520020
	Iteration 149Q: 3 clusters Score -2999455 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22778 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -2999554.750000 Penalty: 3298.520020
	Iteration 150Q: 3 clusters Score -2999555 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23024 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -2999660.500000 Penalty: 3298.520020
	Iteration 151Q: 3 clusters Score -2999660 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23250 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -2999739.500000 Penalty: 3298.520020
	Iteration 152Q: 3 clusters Score -2999740 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23457 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -2999817.250000 Penalty: 3298.520020
	Iteration 153Q: 3 clusters Score -2999817 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23618 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -2999880.250000 Penalty: 3298.520020
	Iteration 154Q: 3 clusters Score -2999880 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23761 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -2999933.500000 Penalty: 3298.520020
	Iteration 155Q: 3 clusters Score -2999934 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23885 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -2999980.750000 Penalty: 3298.520020
	Iteration 156Q: 3 clusters Score -2999981 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23991 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -3000022.500000 Penalty: 3298.520020
	Iteration 157Q: 3 clusters Score -3000022 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24083 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -3000050.750000 Penalty: 3298.520020
	Iteration 158Q: 3 clusters Score -3000051 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24171 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -3000094.000000 Penalty: 3298.520020
	Iteration 159Q: 3 clusters Score -3000094 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24234 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -3000119.000000 Penalty: 3298.520020
	Iteration 160F: 3 clusters Score -3000119 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24291 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -3000139.750000 Penalty: 3298.520020
	Iteration 161Q: 3 clusters Score -3000140 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24330 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -3000159.250000 Penalty: 3298.520020
	Iteration 162Q: 3 clusters Score -3000159 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24354 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -3000167.500000 Penalty: 3298.520020
	Iteration 163Q: 3 clusters Score -3000168 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24372 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -3000177.250000 Penalty: 3298.520020
	Iteration 164Q: 3 clusters Score -3000177 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24388 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -3000173.750000 Penalty: 3298.520020
	Iteration 165Q: 3 clusters Score -3000174 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24402 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -3000178.500000 Penalty: 3298.520020
	Iteration 166Q: 3 clusters Score -3000178 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24404 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -3000185.250000 Penalty: 3298.520020
	Iteration 167Q: 3 clusters Score -3000185 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24410 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -3000186.000000 Penalty: 3298.520020
	Iteration 168Q: 3 clusters Score -3000186 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24416 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -3000183.500000 Penalty: 3298.520020
	Iteration 169Q: 3 clusters Score -3000184 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24425 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -3000191.750000 Penalty: 3298.520020
	Iteration 170Q: 3 clusters Score -3000192 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24433 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -3000189.500000 Penalty: 3298.520020
	Iteration 171Q: 3 clusters Score -3000190 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24441 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -3000193.750000 Penalty: 3298.520020
	Iteration 172Q: 3 clusters Score -3000194 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24447 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -3000189.750000 Penalty: 3298.520020
	Iteration 173Q: 3 clusters Score -3000190 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24454 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -3000191.750000 Penalty: 3298.520020
	Iteration 174Q: 3 clusters Score -3000192 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24453 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -3000192.250000 Penalty: 3298.520020
	Iteration 175Q: 3 clusters Score -3000192 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24454 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -3000188.750000 Penalty: 3298.520020
	Iteration 176Q: 3 clusters Score -3000189 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24457 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -3000190.000000 Penalty: 3298.520020
	Iteration 177Q: 3 clusters Score -3000190 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24460 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -3000191.000000 Penalty: 3298.520020
	Iteration 178Q: 3 clusters Score -3000191 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24462 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -3000191.500000 Penalty: 3298.520020
	Iteration 179Q: 3 clusters Score -3000192 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24464 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -3000192.250000 Penalty: 3298.520020
	Iteration 180F: 3 clusters Score -3000192 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24464 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -3000192.750000 Penalty: 3298.520020
	Iteration 181Q: 3 clusters Score -3000193 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24466 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -3000195.250000 Penalty: 3298.520020
	Iteration 182Q: 3 clusters Score -3000195 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24468 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -3000196.000000 Penalty: 3298.520020
	Iteration 183Q: 3 clusters Score -3000196 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24468 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -3000196.000000 Penalty: 3298.520020
	Iteration 184F: 3 clusters Score -3000196 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (38840 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38840 members 
Entering Unmasked Estep 
Score: -4907852.500000 Penalty: 1717.171021
	Iteration 0F: 2 clusters Score -4907852 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19362 members 
Mstep: Class 2 contains 19478 members 
Entering Unmasked Estep 
Score: -4881852.500000 Penalty: 3434.342041
	Iteration 0F: 3 clusters Score -4881852 nChanged 18125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19083 members 
Mstep: Class 2 contains 19757 members 
Entering Unmasked Estep 
Score: -4892126.500000 Penalty: 3434.342041
	Iteration 1F: 3 clusters Score -4892126 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18923 members 
Mstep: Class 2 contains 19917 members 
Entering Unmasked Estep 
Score: -4892739.500000 Penalty: 3434.342041
	Iteration 2Q: 3 clusters Score -4892740 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18791 members 
Mstep: Class 2 contains 20049 members 
Entering Unmasked Estep 
Score: -4893346.500000 Penalty: 3434.342041
	Iteration 3Q: 3 clusters Score -4893346 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18606 members 
Mstep: Class 2 contains 20234 members 
Entering Unmasked Estep 
Score: -4894030.500000 Penalty: 3434.342041
	Iteration 4Q: 3 clusters Score -4894030 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18303 members 
Mstep: Class 2 contains 20537 members 
Entering Unmasked Estep 
Score: -4894856.000000 Penalty: 3434.342041
	Iteration 5Q: 3 clusters Score -4894856 nChanged 1937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17882 members 
Mstep: Class 2 contains 20958 members 
Entering Unmasked Estep 
Score: -4895932.000000 Penalty: 3434.342041
	Iteration 6Q: 3 clusters Score -4895932 nChanged 2087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17391 members 
Mstep: Class 2 contains 21449 members 
Entering Unmasked Estep 
Score: -4897259.000000 Penalty: 3434.342041
	Iteration 7F: 3 clusters Score -4897259 nChanged 2086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16983 members 
Mstep: Class 2 contains 21857 members 
Entering Unmasked Estep 
Score: -4898622.000000 Penalty: 3434.342041
	Iteration 8F: 3 clusters Score -4898622 nChanged 1989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16584 members 
Mstep: Class 2 contains 22256 members 
Entering Unmasked Estep 
Score: -4899701.000000 Penalty: 3434.342041
	Iteration 9F: 3 clusters Score -4899701 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16279 members 
Mstep: Class 2 contains 22561 members 
Entering Unmasked Estep 
Score: -4900237.000000 Penalty: 3434.342041
	Iteration 10Q: 3 clusters Score -4900237 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16020 members 
Mstep: Class 2 contains 22820 members 
Entering Unmasked Estep 
Score: -4900456.500000 Penalty: 3434.342041
	Iteration 11Q: 3 clusters Score -4900456 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15766 members 
Mstep: Class 2 contains 23074 members 
Entering Unmasked Estep 
Score: -4900570.500000 Penalty: 3434.342041
	Iteration 12Q: 3 clusters Score -4900570 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15473 members 
Mstep: Class 2 contains 23367 members 
Entering Unmasked Estep 
Score: -4900697.000000 Penalty: 3434.342041
	Iteration 13Q: 3 clusters Score -4900697 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15150 members 
Mstep: Class 2 contains 23690 members 
Entering Unmasked Estep 
Score: -4900786.000000 Penalty: 3434.342041
	Iteration 14Q: 3 clusters Score -4900786 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14843 members 
Mstep: Class 2 contains 23997 members 
Entering Unmasked Estep 
Score: -4900885.000000 Penalty: 3434.342041
	Iteration 15Q: 3 clusters Score -4900885 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14546 members 
Mstep: Class 2 contains 24294 members 
Entering Unmasked Estep 
Score: -4900984.000000 Penalty: 3434.342041
	Iteration 16Q: 3 clusters Score -4900984 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14231 members 
Mstep: Class 2 contains 24609 members 
Entering Unmasked Estep 
Score: -4901121.500000 Penalty: 3434.342041
	Iteration 17Q: 3 clusters Score -4901122 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13898 members 
Mstep: Class 2 contains 24942 members 
Entering Unmasked Estep 
Score: -4901241.500000 Penalty: 3434.342041
	Iteration 18Q: 3 clusters Score -4901242 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13561 members 
Mstep: Class 2 contains 25279 members 
Entering Unmasked Estep 
Score: -4901345.500000 Penalty: 3434.342041
	Iteration 19Q: 3 clusters Score -4901346 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13246 members 
Mstep: Class 2 contains 25594 members 
Entering Unmasked Estep 
Score: -4901425.000000 Penalty: 3434.342041
	Iteration 20F: 3 clusters Score -4901425 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12907 members 
Mstep: Class 2 contains 25933 members 
Entering Unmasked Estep 
Score: -4901507.500000 Penalty: 3434.342041
	Iteration 21Q: 3 clusters Score -4901508 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12526 members 
Mstep: Class 2 contains 26314 members 
Entering Unmasked Estep 
Score: -4901623.500000 Penalty: 3434.342041
	Iteration 22Q: 3 clusters Score -4901624 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12126 members 
Mstep: Class 2 contains 26714 members 
Entering Unmasked Estep 
Score: -4901722.500000 Penalty: 3434.342041
	Iteration 23Q: 3 clusters Score -4901722 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11701 members 
Mstep: Class 2 contains 27139 members 
Entering Unmasked Estep 
Score: -4901831.500000 Penalty: 3434.342041
	Iteration 24Q: 3 clusters Score -4901832 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11238 members 
Mstep: Class 2 contains 27602 members 
Entering Unmasked Estep 
Score: -4901960.500000 Penalty: 3434.342041
	Iteration 25Q: 3 clusters Score -4901960 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10774 members 
Mstep: Class 2 contains 28066 members 
Entering Unmasked Estep 
Score: -4902100.500000 Penalty: 3434.342041
	Iteration 26Q: 3 clusters Score -4902100 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10273 members 
Mstep: Class 2 contains 28567 members 
Entering Unmasked Estep 
Score: -4902243.500000 Penalty: 3434.342041
	Iteration 27Q: 3 clusters Score -4902244 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9751 members 
Mstep: Class 2 contains 29089 members 
Entering Unmasked Estep 
Score: -4902423.500000 Penalty: 3434.342041
	Iteration 28Q: 3 clusters Score -4902424 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9225 members 
Mstep: Class 2 contains 29615 members 
Entering Unmasked Estep 
Score: -4902550.500000 Penalty: 3434.342041
	Iteration 29Q: 3 clusters Score -4902550 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8671 members 
Mstep: Class 2 contains 30169 members 
Entering Unmasked Estep 
Score: -4902753.500000 Penalty: 3434.342041
	Iteration 30Q: 3 clusters Score -4902754 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8093 members 
Mstep: Class 2 contains 30747 members 
Entering Unmasked Estep 
Score: -4902959.500000 Penalty: 3434.342041
	Iteration 31Q: 3 clusters Score -4902960 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7508 members 
Mstep: Class 2 contains 31332 members 
Entering Unmasked Estep 
Score: -4903194.500000 Penalty: 3434.342041
	Iteration 32Q: 3 clusters Score -4903194 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6935 members 
Mstep: Class 2 contains 31905 members 
Entering Unmasked Estep 
Score: -4903433.000000 Penalty: 3434.342041
	Iteration 33Q: 3 clusters Score -4903433 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6390 members 
Mstep: Class 2 contains 32450 members 
Entering Unmasked Estep 
Score: -4903642.000000 Penalty: 3434.342041
	Iteration 34Q: 3 clusters Score -4903642 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5886 members 
Mstep: Class 2 contains 32954 members 
Entering Unmasked Estep 
Score: -4903844.500000 Penalty: 3434.342041
	Iteration 35Q: 3 clusters Score -4903844 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5407 members 
Mstep: Class 2 contains 33433 members 
Entering Unmasked Estep 
Score: -4904012.500000 Penalty: 3434.342041
	Iteration 36Q: 3 clusters Score -4904012 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 33891 members 
Entering Unmasked Estep 
Score: -4904221.500000 Penalty: 3434.342041
	Iteration 37Q: 3 clusters Score -4904222 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 34359 members 
Entering Unmasked Estep 
Score: -4904434.000000 Penalty: 3434.342041
	Iteration 38Q: 3 clusters Score -4904434 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 34840 members 
Entering Unmasked Estep 
Score: -4904647.000000 Penalty: 3434.342041
	Iteration 39Q: 3 clusters Score -4904647 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 35267 members 
Entering Unmasked Estep 
Score: -4904845.500000 Penalty: 3434.342041
	Iteration 40F: 3 clusters Score -4904846 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 35675 members 
Entering Unmasked Estep 
Score: -4905063.000000 Penalty: 3434.342041
	Iteration 41Q: 3 clusters Score -4905063 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 36054 members 
Entering Unmasked Estep 
Score: -4905244.500000 Penalty: 3434.342041
	Iteration 42Q: 3 clusters Score -4905244 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 36406 members 
Entering Unmasked Estep 
Score: -4905423.500000 Penalty: 3434.342041
	Iteration 43Q: 3 clusters Score -4905424 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 36705 members 
Entering Unmasked Estep 
Score: -4905635.000000 Penalty: 3434.342041
	Iteration 44Q: 3 clusters Score -4905635 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 36982 members 
Entering Unmasked Estep 
Score: -4905783.000000 Penalty: 3434.342041
	Iteration 45Q: 3 clusters Score -4905783 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 37189 members 
Entering Unmasked Estep 
Score: -4905864.500000 Penalty: 3434.342041
	Iteration 46Q: 3 clusters Score -4905864 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 37351 members 
Entering Unmasked Estep 
Score: -4905948.500000 Penalty: 3434.342041
	Iteration 47Q: 3 clusters Score -4905948 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 37486 members 
Entering Unmasked Estep 
Score: -4906013.500000 Penalty: 3434.342041
	Iteration 48Q: 3 clusters Score -4906014 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 37599 members 
Entering Unmasked Estep 
Score: -4906076.500000 Penalty: 3434.342041
	Iteration 49Q: 3 clusters Score -4906076 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 37693 members 
Entering Unmasked Estep 
Score: -4906116.000000 Penalty: 3434.342041
	Iteration 50Q: 3 clusters Score -4906116 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 37793 members 
Entering Unmasked Estep 
Score: -4906191.500000 Penalty: 3434.342041
	Iteration 51Q: 3 clusters Score -4906192 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 37875 members 
Entering Unmasked Estep 
Score: -4906239.000000 Penalty: 3434.342041
	Iteration 52Q: 3 clusters Score -4906239 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 37948 members 
Entering Unmasked Estep 
Score: -4906289.000000 Penalty: 3434.342041
	Iteration 53Q: 3 clusters Score -4906289 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 38006 members 
Entering Unmasked Estep 
Score: -4906323.000000 Penalty: 3434.342041
	Iteration 54Q: 3 clusters Score -4906323 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 38043 members 
Entering Unmasked Estep 
Score: -4906347.500000 Penalty: 3434.342041
	Iteration 55Q: 3 clusters Score -4906348 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 38084 members 
Entering Unmasked Estep 
Score: -4906369.000000 Penalty: 3434.342041
	Iteration 56Q: 3 clusters Score -4906369 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 38103 members 
Entering Unmasked Estep 
Score: -4906372.500000 Penalty: 3434.342041
	Iteration 57Q: 3 clusters Score -4906372 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 38119 members 
Entering Unmasked Estep 
Score: -4906384.500000 Penalty: 3434.342041
	Iteration 58Q: 3 clusters Score -4906384 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 38145 members 
Entering Unmasked Estep 
Score: -4906397.500000 Penalty: 3434.342041
	Iteration 59Q: 3 clusters Score -4906398 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 38166 members 
Entering Unmasked Estep 
Score: -4906406.500000 Penalty: 3434.342041
	Iteration 60F: 3 clusters Score -4906406 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 38193 members 
Entering Unmasked Estep 
Score: -4906429.500000 Penalty: 3434.342041
	Iteration 61Q: 3 clusters Score -4906430 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 38206 members 
Entering Unmasked Estep 
Score: -4906426.000000 Penalty: 3434.342041
	Iteration 62Q: 3 clusters Score -4906426 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 38214 members 
Entering Unmasked Estep 
Score: -4906435.500000 Penalty: 3434.342041
	Iteration 63Q: 3 clusters Score -4906436 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 38221 members 
Entering Unmasked Estep 
Score: -4906440.500000 Penalty: 3434.342041
	Iteration 64Q: 3 clusters Score -4906440 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 38225 members 
Entering Unmasked Estep 
Score: -4906437.500000 Penalty: 3434.342041
	Iteration 65Q: 3 clusters Score -4906438 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 38229 members 
Entering Unmasked Estep 
Score: -4906434.000000 Penalty: 3434.342041
	Iteration 66Q: 3 clusters Score -4906434 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 38235 members 
Entering Unmasked Estep 
Score: -4906437.000000 Penalty: 3434.342041
	Iteration 67Q: 3 clusters Score -4906437 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 38240 members 
Entering Unmasked Estep 
Score: -4906436.000000 Penalty: 3434.342041
	Iteration 68Q: 3 clusters Score -4906436 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 38244 members 
Entering Unmasked Estep 
Score: -4906441.500000 Penalty: 3434.342041
	Iteration 69Q: 3 clusters Score -4906442 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 38246 members 
Entering Unmasked Estep 
Score: -4906435.500000 Penalty: 3434.342041
	Iteration 70Q: 3 clusters Score -4906436 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 38250 members 
Entering Unmasked Estep 
Score: -4906440.500000 Penalty: 3434.342041
	Iteration 71Q: 3 clusters Score -4906440 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 38252 members 
Entering Unmasked Estep 
Score: -4906444.500000 Penalty: 3434.342041
	Iteration 72Q: 3 clusters Score -4906444 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 38254 members 
Entering Unmasked Estep 
Score: -4906443.500000 Penalty: 3434.342041
	Iteration 73Q: 3 clusters Score -4906444 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 38258 members 
Entering Unmasked Estep 
Score: -4906443.000000 Penalty: 3434.342041
	Iteration 74Q: 3 clusters Score -4906443 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 38261 members 
Entering Unmasked Estep 
Score: -4906445.500000 Penalty: 3434.342041
	Iteration 75Q: 3 clusters Score -4906446 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 38263 members 
Entering Unmasked Estep 
Score: -4906444.000000 Penalty: 3434.342041
	Iteration 76Q: 3 clusters Score -4906444 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 38265 members 
Entering Unmasked Estep 
Score: -4906448.000000 Penalty: 3434.342041
	Iteration 77Q: 3 clusters Score -4906448 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 38265 members 
Entering Unmasked Estep 
Score: -4906448.000000 Penalty: 3434.342041
	Iteration 78F: 3 clusters Score -4906448 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (4868 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Entering Unmasked Estep 
Score: -588195.875000 Penalty: 1379.696289
	Iteration 0F: 2 clusters Score -588195.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -584305.937500 Penalty: 2759.392578
	Iteration 0F: 3 clusters Score -584305.9 nChanged 1950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -585415.500000 Penalty: 2759.392578
	Iteration 1F: 3 clusters Score -585415.5 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -585644.687500 Penalty: 2759.392578
	Iteration 2F: 3 clusters Score -585644.7 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -585828.187500 Penalty: 2759.392578
	Iteration 3F: 3 clusters Score -585828.2 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -585954.250000 Penalty: 2759.392578
	Iteration 4Q: 3 clusters Score -585954.2 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -586049.562500 Penalty: 2759.392578
	Iteration 5Q: 3 clusters Score -586049.6 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -586138.625000 Penalty: 2759.392578
	Iteration 6Q: 3 clusters Score -586138.6 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -586221.375000 Penalty: 2759.392578
	Iteration 7Q: 3 clusters Score -586221.4 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -586299.875000 Penalty: 2759.392578
	Iteration 8Q: 3 clusters Score -586299.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -586365.250000 Penalty: 2759.392578
	Iteration 9Q: 3 clusters Score -586365.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -586426.875000 Penalty: 2759.392578
	Iteration 10Q: 3 clusters Score -586426.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -586498.125000 Penalty: 2759.392578
	Iteration 11Q: 3 clusters Score -586498.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -586569.250000 Penalty: 2759.392578
	Iteration 12Q: 3 clusters Score -586569.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -586631.875000 Penalty: 2759.392578
	Iteration 13Q: 3 clusters Score -586631.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -586689.062500 Penalty: 2759.392578
	Iteration 14Q: 3 clusters Score -586689.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -586738.500000 Penalty: 2759.392578
	Iteration 15Q: 3 clusters Score -586738.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -586784.812500 Penalty: 2759.392578
	Iteration 16Q: 3 clusters Score -586784.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -586825.937500 Penalty: 2759.392578
	Iteration 17Q: 3 clusters Score -586825.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -586877.187500 Penalty: 2759.392578
	Iteration 18Q: 3 clusters Score -586877.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -586925.187500 Penalty: 2759.392578
	Iteration 19Q: 3 clusters Score -586925.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -586965.625000 Penalty: 2759.392578
	Iteration 20F: 3 clusters Score -586965.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -586995.687500 Penalty: 2759.392578
	Iteration 21Q: 3 clusters Score -586995.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -587020.500000 Penalty: 2759.392578
	Iteration 22Q: 3 clusters Score -587020.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -587058.562500 Penalty: 2759.392578
	Iteration 23Q: 3 clusters Score -587058.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -587082.937500 Penalty: 2759.392578
	Iteration 24Q: 3 clusters Score -587082.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -587104.937500 Penalty: 2759.392578
	Iteration 25Q: 3 clusters Score -587104.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -587118.375000 Penalty: 2759.392578
	Iteration 26Q: 3 clusters Score -587118.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -587122.687500 Penalty: 2759.392578
	Iteration 27Q: 3 clusters Score -587122.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -587128.437500 Penalty: 2759.392578
	Iteration 28Q: 3 clusters Score -587128.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -587136.625000 Penalty: 2759.392578
	Iteration 29Q: 3 clusters Score -587136.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -587140.125000 Penalty: 2759.392578
	Iteration 30Q: 3 clusters Score -587140.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -587141.562500 Penalty: 2759.392578
	Iteration 31Q: 3 clusters Score -587141.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -587144.312500 Penalty: 2759.392578
	Iteration 32Q: 3 clusters Score -587144.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -587147.250000 Penalty: 2759.392578
	Iteration 33Q: 3 clusters Score -587147.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -587150.562500 Penalty: 2759.392578
	Iteration 34Q: 3 clusters Score -587150.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -587152.437500 Penalty: 2759.392578
	Iteration 35Q: 3 clusters Score -587152.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -587156.312500 Penalty: 2759.392578
	Iteration 36Q: 3 clusters Score -587156.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -587158.250000 Penalty: 2759.392578
	Iteration 37Q: 3 clusters Score -587158.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -587159.812500 Penalty: 2759.392578
	Iteration 38Q: 3 clusters Score -587159.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -587159.812500 Penalty: 2759.392578
	Iteration 39F: 3 clusters Score -587159.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (23785 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23785 members 
Entering Unmasked Estep 
Score: -3006606.750000 Penalty: 1637.481812
	Iteration 0F: 2 clusters Score -3006607 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11932 members 
Mstep: Class 2 contains 11853 members 
Entering Unmasked Estep 
Score: -2990607.750000 Penalty: 3274.963623
	Iteration 0F: 3 clusters Score -2990608 nChanged 10848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12170 members 
Mstep: Class 2 contains 11615 members 
Entering Unmasked Estep 
Score: -2996497.000000 Penalty: 3274.963623
	Iteration 1F: 3 clusters Score -2996497 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12252 members 
Mstep: Class 2 contains 11533 members 
Entering Unmasked Estep 
Score: -2996859.250000 Penalty: 3274.963623
	Iteration 2Q: 3 clusters Score -2996859 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12355 members 
Mstep: Class 2 contains 11430 members 
Entering Unmasked Estep 
Score: -2997261.000000 Penalty: 3274.963623
	Iteration 3Q: 3 clusters Score -2997261 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12483 members 
Mstep: Class 2 contains 11302 members 
Entering Unmasked Estep 
Score: -2997700.500000 Penalty: 3274.963623
	Iteration 4Q: 3 clusters Score -2997700 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12647 members 
Mstep: Class 2 contains 11138 members 
Entering Unmasked Estep 
Score: -2998265.000000 Penalty: 3274.963623
	Iteration 5Q: 3 clusters Score -2998265 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12840 members 
Mstep: Class 2 contains 10945 members 
Entering Unmasked Estep 
Score: -2998857.750000 Penalty: 3274.963623
	Iteration 6Q: 3 clusters Score -2998858 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13007 members 
Mstep: Class 2 contains 10778 members 
Entering Unmasked Estep 
Score: -2999494.250000 Penalty: 3274.963623
	Iteration 7Q: 3 clusters Score -2999494 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13186 members 
Mstep: Class 2 contains 10599 members 
Entering Unmasked Estep 
Score: -3000127.250000 Penalty: 3274.963623
	Iteration 8Q: 3 clusters Score -3000127 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13331 members 
Mstep: Class 2 contains 10454 members 
Entering Unmasked Estep 
Score: -3000709.500000 Penalty: 3274.963623
	Iteration 9Q: 3 clusters Score -3000710 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13456 members 
Mstep: Class 2 contains 10329 members 
Entering Unmasked Estep 
Score: -3001267.250000 Penalty: 3274.963623
	Iteration 10Q: 3 clusters Score -3001267 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13622 members 
Mstep: Class 2 contains 10163 members 
Entering Unmasked Estep 
Score: -3001736.000000 Penalty: 3274.963623
	Iteration 11Q: 3 clusters Score -3001736 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13819 members 
Mstep: Class 2 contains 9966 members 
Entering Unmasked Estep 
Score: -3002140.750000 Penalty: 3274.963623
	Iteration 12Q: 3 clusters Score -3002141 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13998 members 
Mstep: Class 2 contains 9787 members 
Entering Unmasked Estep 
Score: -3002442.750000 Penalty: 3274.963623
	Iteration 13Q: 3 clusters Score -3002443 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14168 members 
Mstep: Class 2 contains 9617 members 
Entering Unmasked Estep 
Score: -3002674.000000 Penalty: 3274.963623
	Iteration 14Q: 3 clusters Score -3002674 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14321 members 
Mstep: Class 2 contains 9464 members 
Entering Unmasked Estep 
Score: -3002867.750000 Penalty: 3274.963623
	Iteration 15Q: 3 clusters Score -3002868 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14468 members 
Mstep: Class 2 contains 9317 members 
Entering Unmasked Estep 
Score: -3003011.250000 Penalty: 3274.963623
	Iteration 16Q: 3 clusters Score -3003011 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14612 members 
Mstep: Class 2 contains 9173 members 
Entering Unmasked Estep 
Score: -3003145.250000 Penalty: 3274.963623
	Iteration 17Q: 3 clusters Score -3003145 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14766 members 
Mstep: Class 2 contains 9019 members 
Entering Unmasked Estep 
Score: -3003243.500000 Penalty: 3274.963623
	Iteration 18Q: 3 clusters Score -3003244 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14902 members 
Mstep: Class 2 contains 8883 members 
Entering Unmasked Estep 
Score: -3003348.250000 Penalty: 3274.963623
	Iteration 19Q: 3 clusters Score -3003348 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15029 members 
Mstep: Class 2 contains 8756 members 
Entering Unmasked Estep 
Score: -3003416.500000 Penalty: 3274.963623
	Iteration 20F: 3 clusters Score -3003416 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15167 members 
Mstep: Class 2 contains 8618 members 
Entering Unmasked Estep 
Score: -3003479.500000 Penalty: 3274.963623
	Iteration 21Q: 3 clusters Score -3003480 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15256 members 
Mstep: Class 2 contains 8529 members 
Entering Unmasked Estep 
Score: -3003545.750000 Penalty: 3274.963623
	Iteration 22Q: 3 clusters Score -3003546 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15358 members 
Mstep: Class 2 contains 8427 members 
Entering Unmasked Estep 
Score: -3003622.250000 Penalty: 3274.963623
	Iteration 23Q: 3 clusters Score -3003622 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15431 members 
Mstep: Class 2 contains 8354 members 
Entering Unmasked Estep 
Score: -3003660.000000 Penalty: 3274.963623
	Iteration 24Q: 3 clusters Score -3003660 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15517 members 
Mstep: Class 2 contains 8268 members 
Entering Unmasked Estep 
Score: -3003721.250000 Penalty: 3274.963623
	Iteration 25Q: 3 clusters Score -3003721 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15604 members 
Mstep: Class 2 contains 8181 members 
Entering Unmasked Estep 
Score: -3003748.250000 Penalty: 3274.963623
	Iteration 26Q: 3 clusters Score -3003748 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15688 members 
Mstep: Class 2 contains 8097 members 
Entering Unmasked Estep 
Score: -3003776.000000 Penalty: 3274.963623
	Iteration 27Q: 3 clusters Score -3003776 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15782 members 
Mstep: Class 2 contains 8003 members 
Entering Unmasked Estep 
Score: -3003801.000000 Penalty: 3274.963623
	Iteration 28Q: 3 clusters Score -3003801 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15849 members 
Mstep: Class 2 contains 7936 members 
Entering Unmasked Estep 
Score: -3003819.750000 Penalty: 3274.963623
	Iteration 29Q: 3 clusters Score -3003820 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15915 members 
Mstep: Class 2 contains 7870 members 
Entering Unmasked Estep 
Score: -3003830.750000 Penalty: 3274.963623
	Iteration 30Q: 3 clusters Score -3003831 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15985 members 
Mstep: Class 2 contains 7800 members 
Entering Unmasked Estep 
Score: -3003836.000000 Penalty: 3274.963623
	Iteration 31Q: 3 clusters Score -3003836 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16049 members 
Mstep: Class 2 contains 7736 members 
Entering Unmasked Estep 
Score: -3003859.000000 Penalty: 3274.963623
	Iteration 32Q: 3 clusters Score -3003859 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16127 members 
Mstep: Class 2 contains 7658 members 
Entering Unmasked Estep 
Score: -3003868.250000 Penalty: 3274.963623
	Iteration 33Q: 3 clusters Score -3003868 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16202 members 
Mstep: Class 2 contains 7583 members 
Entering Unmasked Estep 
Score: -3003873.000000 Penalty: 3274.963623
	Iteration 34Q: 3 clusters Score -3003873 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16264 members 
Mstep: Class 2 contains 7521 members 
Entering Unmasked Estep 
Score: -3003885.000000 Penalty: 3274.963623
	Iteration 35Q: 3 clusters Score -3003885 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16339 members 
Mstep: Class 2 contains 7446 members 
Entering Unmasked Estep 
Score: -3003905.750000 Penalty: 3274.963623
	Iteration 36Q: 3 clusters Score -3003906 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16420 members 
Mstep: Class 2 contains 7365 members 
Entering Unmasked Estep 
Score: -3003909.500000 Penalty: 3274.963623
	Iteration 37Q: 3 clusters Score -3003910 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16522 members 
Mstep: Class 2 contains 7263 members 
Entering Unmasked Estep 
Score: -3003940.250000 Penalty: 3274.963623
	Iteration 38Q: 3 clusters Score -3003940 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16628 members 
Mstep: Class 2 contains 7157 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -3003949 nChanged 110
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16730 members 
Mstep: Class 2 contains 7055 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 6966 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 16900 members 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Mstep: Class 2 contains 6727 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 6649 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -3004034 nChanged 87
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Mstep: Class 2 contains 6572 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -3004051 nChanged 76
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Mstep: Class 1 contains 17285 members 
Mstep: Class 2 contains 6500 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -3004065 nChanged 70
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Mstep: Class 1 contains 17349 members 
Mstep: Class 2 contains 6436 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -3004073 nChanged 79
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Mstep: Class 1 contains 17426 members 
Mstep: Class 2 contains 6359 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -3004080 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17514 members 
Mstep: Class 2 contains 6271 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -3004101 nChanged 111
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17613 members 
Mstep: Class 2 contains 6172 members 
Entering Unmasked Estep 
Score: -3004122.250000 Penalty: 3274.963623
	Iteration 51Q: 3 clusters Score -3004122 nChanged 105
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17716 members 
Mstep: Class 2 contains 6069 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -3004131 nChanged 106
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17818 members 
Mstep: Class 2 contains 5967 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -3004155 nChanged 102
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17918 members 
Mstep: Class 2 contains 5867 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -3004166 nChanged 97
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18013 members 
Mstep: Class 2 contains 5772 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -3004182 nChanged 109
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18118 members 
Mstep: Class 2 contains 5667 members 
Entering Unmasked Estep 
Score: -3004190.750000 Penalty: 3274.963623
	Iteration 56Q: 3 clusters Score -3004191 nChanged 103
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18219 members 
Mstep: Class 2 contains 5566 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -3004214 nChanged 103
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18322 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -3004233 nChanged 118
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18440 members 
Mstep: Class 2 contains 5345 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -3004249 nChanged 133
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18573 members 
Mstep: Class 2 contains 5212 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -3004278 nChanged 132
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18705 members 
Mstep: Class 2 contains 5080 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -3004308 nChanged 141
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18842 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -3004344 nChanged 128
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18966 members 
Mstep: Class 2 contains 4819 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -3004356 nChanged 133
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19095 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -3004393.250000 Penalty: 3274.963623
	Iteration 64Q: 3 clusters Score -3004393 nChanged 124
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19219 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -3004422 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19362 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -3004461 nChanged 157
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19513 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -3004496 nChanged 161
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19668 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -3004550 nChanged 175
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19841 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -3004594 nChanged 182
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Mstep: Class 1 contains 20021 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -3004648 nChanged 170
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20189 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -3004700 nChanged 148
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Mstep: Class 1 contains 20335 members 
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Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -3004754 nChanged 133
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20466 members 
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Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -3004787 nChanged 145
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20605 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -3004827 nChanged 125
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20728 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -3004860 nChanged 122
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20846 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -3004893 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20962 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -3004922.000000 Penalty: 3274.963623
	Iteration 77Q: 3 clusters Score -3004922 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21071 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -3004955.500000 Penalty: 3274.963623
	Iteration 78Q: 3 clusters Score -3004956 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21172 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -3004981.750000 Penalty: 3274.963623
	Iteration 79Q: 3 clusters Score -3004982 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21261 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -3005009.500000 Penalty: 3274.963623
	Iteration 80F: 3 clusters Score -3005010 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21354 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -3005031.750000 Penalty: 3274.963623
	Iteration 81Q: 3 clusters Score -3005032 nChanged 103
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21455 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -3005061 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21549 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -3005096 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21636 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -3005111.000000 Penalty: 3274.963623
	Iteration 84Q: 3 clusters Score -3005111 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21708 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -3005122 nChanged 69
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21775 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -3005141.500000 Penalty: 3274.963623
	Iteration 86Q: 3 clusters Score -3005142 nChanged 66
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21835 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -3005153.000000 Penalty: 3274.963623
	Iteration 87Q: 3 clusters Score -3005153 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21891 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -3005177.250000 Penalty: 3274.963623
	Iteration 88Q: 3 clusters Score -3005177 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21954 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -3005200.250000 Penalty: 3274.963623
	Iteration 89Q: 3 clusters Score -3005200 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22016 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -3005223.500000 Penalty: 3274.963623
	Iteration 90Q: 3 clusters Score -3005224 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22069 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -3005243.250000 Penalty: 3274.963623
	Iteration 91Q: 3 clusters Score -3005243 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22124 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -3005257.750000 Penalty: 3274.963623
	Iteration 92Q: 3 clusters Score -3005258 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22168 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -3005273.000000 Penalty: 3274.963623
	Iteration 93Q: 3 clusters Score -3005273 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22203 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -3005280.000000 Penalty: 3274.963623
	Iteration 94Q: 3 clusters Score -3005280 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22227 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -3005288.500000 Penalty: 3274.963623
	Iteration 95Q: 3 clusters Score -3005288 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22243 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -3005294 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22261 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -3005304.250000 Penalty: 3274.963623
	Iteration 97Q: 3 clusters Score -3005304 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22281 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -3005304 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22303 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -3005307.000000 Penalty: 3274.963623
	Iteration 99Q: 3 clusters Score -3005307 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22336 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -3005314.250000 Penalty: 3274.963623
	Iteration 100F: 3 clusters Score -3005314 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22360 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -3005321.000000 Penalty: 3274.963623
	Iteration 101Q: 3 clusters Score -3005321 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22386 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -3005330.750000 Penalty: 3274.963623
	Iteration 102Q: 3 clusters Score -3005331 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22403 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -3005336.000000 Penalty: 3274.963623
	Iteration 103Q: 3 clusters Score -3005336 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22413 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -3005338.250000 Penalty: 3274.963623
	Iteration 104Q: 3 clusters Score -3005338 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22419 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -3005345.250000 Penalty: 3274.963623
	Iteration 105Q: 3 clusters Score -3005345 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22431 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -3005346.500000 Penalty: 3274.963623
	Iteration 106Q: 3 clusters Score -3005346 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22446 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -3005346.750000 Penalty: 3274.963623
	Iteration 107Q: 3 clusters Score -3005347 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22457 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -3005351.750000 Penalty: 3274.963623
	Iteration 108Q: 3 clusters Score -3005352 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22469 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -3005353.000000 Penalty: 3274.963623
	Iteration 109Q: 3 clusters Score -3005353 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22480 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -3005353.250000 Penalty: 3274.963623
	Iteration 110Q: 3 clusters Score -3005353 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22491 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -3005352.750000 Penalty: 3274.963623
	Iteration 111Q: 3 clusters Score -3005353 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22494 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -3005352.750000 Penalty: 3274.963623
	Iteration 112Q: 3 clusters Score -3005353 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22499 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -3005356.500000 Penalty: 3274.963623
	Iteration 113Q: 3 clusters Score -3005356 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22504 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -3005355.750000 Penalty: 3274.963623
	Iteration 114Q: 3 clusters Score -3005356 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22507 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -3005358.250000 Penalty: 3274.963623
	Iteration 115Q: 3 clusters Score -3005358 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22512 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -3005362.250000 Penalty: 3274.963623
	Iteration 116Q: 3 clusters Score -3005362 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22521 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -3005367.500000 Penalty: 3274.963623
	Iteration 117Q: 3 clusters Score -3005368 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22530 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -3005364.000000 Penalty: 3274.963623
	Iteration 118Q: 3 clusters Score -3005364 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22534 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -3005361.500000 Penalty: 3274.963623
	Iteration 119Q: 3 clusters Score -3005362 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22538 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -3005365.250000 Penalty: 3274.963623
	Iteration 120F: 3 clusters Score -3005365 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22540 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -3005368.750000 Penalty: 3274.963623
	Iteration 121Q: 3 clusters Score -3005369 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22541 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -3005367 nChanged 0
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22541 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
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	Iteration 123F: 3 clusters Score -3005367 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (12693 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12693 members 
Entering Unmasked Estep 
Score: -1421361.250000 Penalty: 1535.430908
	Iteration 0F: 2 clusters Score -1421361 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6332 members 
Mstep: Class 2 contains 6361 members 
Entering Unmasked Estep 
Score: -1412507.875000 Penalty: 3070.861816
	Iteration 0F: 3 clusters Score -1412508 nChanged 5537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6237 members 
Mstep: Class 2 contains 6456 members 
Entering Unmasked Estep 
Score: -1415938.250000 Penalty: 3070.861816
	Iteration 1F: 3 clusters Score -1415938 nChanged 1037
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6156 members 
Mstep: Class 2 contains 6537 members 
Entering Unmasked Estep 
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	Iteration 2F: 3 clusters Score -1416674 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6018 members 
Mstep: Class 2 contains 6675 members 
Entering Unmasked Estep 
Score: -1417429.875000 Penalty: 3070.861816
	Iteration 3F: 3 clusters Score -1417430 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5889 members 
Mstep: Class 2 contains 6804 members 
Entering Unmasked Estep 
Score: -1418080.500000 Penalty: 3070.861816
	Iteration 4F: 3 clusters Score -1418080 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5759 members 
Mstep: Class 2 contains 6934 members 
Entering Unmasked Estep 
Score: -1418566.750000 Penalty: 3070.861816
	Iteration 5F: 3 clusters Score -1418567 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5644 members 
Mstep: Class 2 contains 7049 members 
Entering Unmasked Estep 
Score: -1418914.000000 Penalty: 3070.861816
	Iteration 6Q: 3 clusters Score -1418914 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5581 members 
Mstep: Class 2 contains 7112 members 
Entering Unmasked Estep 
Score: -1419152.750000 Penalty: 3070.861816
	Iteration 7Q: 3 clusters Score -1419153 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5514 members 
Mstep: Class 2 contains 7179 members 
Entering Unmasked Estep 
Score: -1419328.750000 Penalty: 3070.861816
	Iteration 8Q: 3 clusters Score -1419329 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5430 members 
Mstep: Class 2 contains 7263 members 
Entering Unmasked Estep 
Score: -1419465.625000 Penalty: 3070.861816
	Iteration 9Q: 3 clusters Score -1419466 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 7372 members 
Entering Unmasked Estep 
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	Iteration 10Q: 3 clusters Score -1419582 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 7493 members 
Entering Unmasked Estep 
Score: -1419681.125000 Penalty: 3070.861816
	Iteration 11Q: 3 clusters Score -1419681 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 7628 members 
Entering Unmasked Estep 
Score: -1419768.250000 Penalty: 3070.861816
	Iteration 12Q: 3 clusters Score -1419768 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 7751 members 
Entering Unmasked Estep 
Score: -1419845.125000 Penalty: 3070.861816
	Iteration 13Q: 3 clusters Score -1419845 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 7879 members 
Entering Unmasked Estep 
Score: -1419920.625000 Penalty: 3070.861816
	Iteration 14Q: 3 clusters Score -1419921 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 8020 members 
Entering Unmasked Estep 
Score: -1419994.500000 Penalty: 3070.861816
	Iteration 15Q: 3 clusters Score -1419994 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 8159 members 
Entering Unmasked Estep 
Score: -1420061.125000 Penalty: 3070.861816
	Iteration 16Q: 3 clusters Score -1420061 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 8294 members 
Entering Unmasked Estep 
Score: -1420118.250000 Penalty: 3070.861816
	Iteration 17Q: 3 clusters Score -1420118 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 8427 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -1420179 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 8568 members 
Entering Unmasked Estep 
Score: -1420239.500000 Penalty: 3070.861816
	Iteration 19Q: 3 clusters Score -1420240 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 8706 members 
Entering Unmasked Estep 
Score: -1420296.750000 Penalty: 3070.861816
	Iteration 20F: 3 clusters Score -1420297 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 8835 members 
Entering Unmasked Estep 
Score: -1420351.250000 Penalty: 3070.861816
	Iteration 21Q: 3 clusters Score -1420351 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 8961 members 
Entering Unmasked Estep 
Score: -1420408.500000 Penalty: 3070.861816
	Iteration 22Q: 3 clusters Score -1420408 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 9078 members 
Entering Unmasked Estep 
Score: -1420442.625000 Penalty: 3070.861816
	Iteration 23Q: 3 clusters Score -1420443 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 9181 members 
Entering Unmasked Estep 
Score: -1420475.375000 Penalty: 3070.861816
	Iteration 24Q: 3 clusters Score -1420475 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 9276 members 
Entering Unmasked Estep 
Score: -1420505.500000 Penalty: 3070.861816
	Iteration 25Q: 3 clusters Score -1420506 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 9388 members 
Entering Unmasked Estep 
Score: -1420533.250000 Penalty: 3070.861816
	Iteration 26Q: 3 clusters Score -1420533 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 9486 members 
Entering Unmasked Estep 
Score: -1420564.625000 Penalty: 3070.861816
	Iteration 27Q: 3 clusters Score -1420565 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 9589 members 
Entering Unmasked Estep 
Score: -1420593.625000 Penalty: 3070.861816
	Iteration 28Q: 3 clusters Score -1420594 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 9674 members 
Entering Unmasked Estep 
Score: -1420616.875000 Penalty: 3070.861816
	Iteration 29Q: 3 clusters Score -1420617 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 9750 members 
Entering Unmasked Estep 
Score: -1420641.375000 Penalty: 3070.861816
	Iteration 30Q: 3 clusters Score -1420641 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 9833 members 
Entering Unmasked Estep 
Score: -1420663.375000 Penalty: 3070.861816
	Iteration 31Q: 3 clusters Score -1420663 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 9921 members 
Entering Unmasked Estep 
Score: -1420695.625000 Penalty: 3070.861816
	Iteration 32Q: 3 clusters Score -1420696 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 10008 members 
Entering Unmasked Estep 
Score: -1420721.625000 Penalty: 3070.861816
	Iteration 33Q: 3 clusters Score -1420722 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 10075 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -1420746 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 10139 members 
Entering Unmasked Estep 
Score: -1420763.375000 Penalty: 3070.861816
	Iteration 35Q: 3 clusters Score -1420763 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 10198 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -1420786 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 10259 members 
Entering Unmasked Estep 
Score: -1420803.875000 Penalty: 3070.861816
	Iteration 37Q: 3 clusters Score -1420804 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 10314 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -1420822 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 10369 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -1420844 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 10423 members 
Entering Unmasked Estep 
Score: -1420860.125000 Penalty: 3070.861816
	Iteration 40F: 3 clusters Score -1420860 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 10477 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -1420876 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 10536 members 
Entering Unmasked Estep 
Score: -1420898.000000 Penalty: 3070.861816
	Iteration 42Q: 3 clusters Score -1420898 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 10605 members 
Entering Unmasked Estep 
Score: -1420926.000000 Penalty: 3070.861816
	Iteration 43Q: 3 clusters Score -1420926 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 10678 members 
Entering Unmasked Estep 
Score: -1420944.875000 Penalty: 3070.861816
	Iteration 44Q: 3 clusters Score -1420945 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 10745 members 
Entering Unmasked Estep 
Score: -1420967.000000 Penalty: 3070.861816
	Iteration 45Q: 3 clusters Score -1420967 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 10790 members 
Entering Unmasked Estep 
Score: -1420978.375000 Penalty: 3070.861816
	Iteration 46Q: 3 clusters Score -1420978 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 10824 members 
Entering Unmasked Estep 
Score: -1420988.875000 Penalty: 3070.861816
	Iteration 47Q: 3 clusters Score -1420989 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 10857 members 
Entering Unmasked Estep 
Score: -1420992.250000 Penalty: 3070.861816
	Iteration 48Q: 3 clusters Score -1420992 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 10877 members 
Entering Unmasked Estep 
Score: -1420996.250000 Penalty: 3070.861816
	Iteration 49Q: 3 clusters Score -1420996 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 10892 members 
Entering Unmasked Estep 
Score: -1421001.375000 Penalty: 3070.861816
	Iteration 50Q: 3 clusters Score -1421001 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 10908 members 
Entering Unmasked Estep 
Score: -1421003.500000 Penalty: 3070.861816
	Iteration 51Q: 3 clusters Score -1421004 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 10922 members 
Entering Unmasked Estep 
Score: -1421005.750000 Penalty: 3070.861816
	Iteration 52Q: 3 clusters Score -1421006 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 10930 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -1421006 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 10940 members 
Entering Unmasked Estep 
Score: -1421010.375000 Penalty: 3070.861816
	Iteration 54Q: 3 clusters Score -1421010 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 10949 members 
Entering Unmasked Estep 
Score: -1421012.875000 Penalty: 3070.861816
	Iteration 55Q: 3 clusters Score -1421013 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 10964 members 
Entering Unmasked Estep 
Score: -1421018.000000 Penalty: 3070.861816
	Iteration 56Q: 3 clusters Score -1421018 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 10974 members 
Entering Unmasked Estep 
Score: -1421018.375000 Penalty: 3070.861816
	Iteration 57Q: 3 clusters Score -1421018 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 10985 members 
Entering Unmasked Estep 
Score: -1421020.125000 Penalty: 3070.861816
	Iteration 58Q: 3 clusters Score -1421020 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 10994 members 
Entering Unmasked Estep 
Score: -1421020.250000 Penalty: 3070.861816
	Iteration 59Q: 3 clusters Score -1421020 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 10999 members 
Entering Unmasked Estep 
Score: -1421024.375000 Penalty: 3070.861816
	Iteration 60F: 3 clusters Score -1421024 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 11004 members 
Entering Unmasked Estep 
Score: -1421024.000000 Penalty: 3070.861816
	Iteration 61Q: 3 clusters Score -1421024 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 11010 members 
Entering Unmasked Estep 
Score: -1421026.250000 Penalty: 3070.861816
	Iteration 62Q: 3 clusters Score -1421026 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 11015 members 
Entering Unmasked Estep 
Score: -1421026.375000 Penalty: 3070.861816
	Iteration 63Q: 3 clusters Score -1421026 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 11021 members 
Entering Unmasked Estep 
Score: -1421026.250000 Penalty: 3070.861816
	Iteration 64Q: 3 clusters Score -1421026 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 11028 members 
Entering Unmasked Estep 
Score: -1421030.250000 Penalty: 3070.861816
	Iteration 65Q: 3 clusters Score -1421030 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 11037 members 
Entering Unmasked Estep 
Score: -1421031.750000 Penalty: 3070.861816
	Iteration 66Q: 3 clusters Score -1421032 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 11048 members 
Entering Unmasked Estep 
Score: -1421035.875000 Penalty: 3070.861816
	Iteration 67Q: 3 clusters Score -1421036 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 11056 members 
Entering Unmasked Estep 
Score: -1421038.625000 Penalty: 3070.861816
	Iteration 68Q: 3 clusters Score -1421039 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 11071 members 
Entering Unmasked Estep 
Score: -1421044.750000 Penalty: 3070.861816
	Iteration 69Q: 3 clusters Score -1421045 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 11087 members 
Entering Unmasked Estep 
Score: -1421047.625000 Penalty: 3070.861816
	Iteration 70Q: 3 clusters Score -1421048 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 11100 members 
Entering Unmasked Estep 
Score: -1421052.125000 Penalty: 3070.861816
	Iteration 71Q: 3 clusters Score -1421052 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 11117 members 
Entering Unmasked Estep 
Score: -1421059.750000 Penalty: 3070.861816
	Iteration 72Q: 3 clusters Score -1421060 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 11138 members 
Entering Unmasked Estep 
Score: -1421069.000000 Penalty: 3070.861816
	Iteration 73Q: 3 clusters Score -1421069 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 11165 members 
Entering Unmasked Estep 
Score: -1421073.625000 Penalty: 3070.861816
	Iteration 74Q: 3 clusters Score -1421074 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 11187 members 
Entering Unmasked Estep 
Score: -1421081.875000 Penalty: 3070.861816
	Iteration 75Q: 3 clusters Score -1421082 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 11211 members 
Entering Unmasked Estep 
Score: -1421093.250000 Penalty: 3070.861816
	Iteration 76Q: 3 clusters Score -1421093 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 11228 members 
Entering Unmasked Estep 
Score: -1421097.750000 Penalty: 3070.861816
	Iteration 77Q: 3 clusters Score -1421098 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 11241 members 
Entering Unmasked Estep 
Score: -1421102.875000 Penalty: 3070.861816
	Iteration 78Q: 3 clusters Score -1421103 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 11254 members 
Entering Unmasked Estep 
Score: -1421104.500000 Penalty: 3070.861816
	Iteration 79Q: 3 clusters Score -1421104 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 11262 members 
Entering Unmasked Estep 
Score: -1421107.250000 Penalty: 3070.861816
	Iteration 80F: 3 clusters Score -1421107 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 11268 members 
Entering Unmasked Estep 
Score: -1421107.875000 Penalty: 3070.861816
	Iteration 81Q: 3 clusters Score -1421108 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 11275 members 
Entering Unmasked Estep 
Score: -1421108.125000 Penalty: 3070.861816
	Iteration 82Q: 3 clusters Score -1421108 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 11280 members 
Entering Unmasked Estep 
Score: -1421113.125000 Penalty: 3070.861816
	Iteration 83Q: 3 clusters Score -1421113 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 11288 members 
Entering Unmasked Estep 
Score: -1421113.625000 Penalty: 3070.861816
	Iteration 84Q: 3 clusters Score -1421114 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 11297 members 
Entering Unmasked Estep 
Score: -1421116.875000 Penalty: 3070.861816
	Iteration 85Q: 3 clusters Score -1421117 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 11305 members 
Entering Unmasked Estep 
Score: -1421118.000000 Penalty: 3070.861816
	Iteration 86Q: 3 clusters Score -1421118 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 11314 members 
Entering Unmasked Estep 
Score: -1421121.875000 Penalty: 3070.861816
	Iteration 87Q: 3 clusters Score -1421122 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 11321 members 
Entering Unmasked Estep 
Score: -1421127.000000 Penalty: 3070.861816
	Iteration 88Q: 3 clusters Score -1421127 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 11332 members 
Entering Unmasked Estep 
Score: -1421134.375000 Penalty: 3070.861816
	Iteration 89Q: 3 clusters Score -1421134 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 11343 members 
Entering Unmasked Estep 
Score: -1421138.625000 Penalty: 3070.861816
	Iteration 90Q: 3 clusters Score -1421139 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 11356 members 
Entering Unmasked Estep 
Score: -1421145.750000 Penalty: 3070.861816
	Iteration 91Q: 3 clusters Score -1421146 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 11366 members 
Entering Unmasked Estep 
Score: -1421153.875000 Penalty: 3070.861816
	Iteration 92Q: 3 clusters Score -1421154 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 11380 members 
Entering Unmasked Estep 
Score: -1421160.625000 Penalty: 3070.861816
	Iteration 93Q: 3 clusters Score -1421161 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 11384 members 
Entering Unmasked Estep 
Score: -1421163.375000 Penalty: 3070.861816
	Iteration 94Q: 3 clusters Score -1421163 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 11396 members 
Entering Unmasked Estep 
Score: -1421168.250000 Penalty: 3070.861816
	Iteration 95Q: 3 clusters Score -1421168 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 11402 members 
Entering Unmasked Estep 
Score: -1421177.375000 Penalty: 3070.861816
	Iteration 96Q: 3 clusters Score -1421177 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 11407 members 
Entering Unmasked Estep 
Score: -1421185.875000 Penalty: 3070.861816
	Iteration 97Q: 3 clusters Score -1421186 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 11417 members 
Entering Unmasked Estep 
Score: -1421194.125000 Penalty: 3070.861816
	Iteration 98Q: 3 clusters Score -1421194 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 11421 members 
Entering Unmasked Estep 
Score: -1421199.000000 Penalty: 3070.861816
	Iteration 99Q: 3 clusters Score -1421199 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 11424 members 
Entering Unmasked Estep 
Score: -1421200.125000 Penalty: 3070.861816
	Iteration 100F: 3 clusters Score -1421200 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 11426 members 
Entering Unmasked Estep 
Score: -1421202.875000 Penalty: 3070.861816
	Iteration 101Q: 3 clusters Score -1421203 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 11426 members 
Entering Unmasked Estep 
Score: -1421203.250000 Penalty: 3070.861816
	Iteration 102Q: 3 clusters Score -1421203 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 11427 members 
Entering Unmasked Estep 
Score: -1421206.125000 Penalty: 3070.861816
	Iteration 103Q: 3 clusters Score -1421206 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 11426 members 
Entering Unmasked Estep 
Score: -1421203.625000 Penalty: 3070.861816
	Iteration 104Q: 3 clusters Score -1421204 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 11425 members 
Entering Unmasked Estep 
Score: -1421205.375000 Penalty: 3070.861816
	Iteration 105Q: 3 clusters Score -1421205 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 11426 members 
Entering Unmasked Estep 
Score: -1421205.000000 Penalty: 3070.861816
	Iteration 106Q: 3 clusters Score -1421205 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 11426 members 
Entering Unmasked Estep 
Score: -1421205.000000 Penalty: 3070.861816
	Iteration 107F: 3 clusters Score -1421205 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (6257 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6257 members 
Entering Unmasked Estep 
Score: -789524.250000 Penalty: 1420.486572
	Iteration 0F: 2 clusters Score -789524.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -784737.437500 Penalty: 2840.973145
	Iteration 0F: 3 clusters Score -784737.4 nChanged 2579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -786177.562500 Penalty: 2840.973145
	Iteration 1F: 3 clusters Score -786177.6 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -786416.375000 Penalty: 2840.973145
	Iteration 2F: 3 clusters Score -786416.4 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -786641.312500 Penalty: 2840.973145
	Iteration 3F: 3 clusters Score -786641.3 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -786895.625000 Penalty: 2840.973145
	Iteration 4F: 3 clusters Score -786895.6 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -787185.562500 Penalty: 2840.973145
	Iteration 5F: 3 clusters Score -787185.6 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -787502.812500 Penalty: 2840.973145
	Iteration 6F: 3 clusters Score -787502.8 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -787820.250000 Penalty: 2840.973145
	Iteration 7F: 3 clusters Score -787820.2 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -788050.062500 Penalty: 2840.973145
	Iteration 8F: 3 clusters Score -788050.1 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -788204.812500 Penalty: 2840.973145
	Iteration 9Q: 3 clusters Score -788204.8 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -788330.312500 Penalty: 2840.973145
	Iteration 10Q: 3 clusters Score -788330.3 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -788410.000000 Penalty: 2840.973145
	Iteration 11Q: 3 clusters Score -788410 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -788476.625000 Penalty: 2840.973145
	Iteration 12Q: 3 clusters Score -788476.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -788552.500000 Penalty: 2840.973145
	Iteration 13Q: 3 clusters Score -788552.5 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -788641.000000 Penalty: 2840.973145
	Iteration 14Q: 3 clusters Score -788641 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -788745.687500 Penalty: 2840.973145
	Iteration 15Q: 3 clusters Score -788745.7 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -788869.000000 Penalty: 2840.973145
	Iteration 16Q: 3 clusters Score -788869 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -789037.437500 Penalty: 2840.973145
	Iteration 17Q: 3 clusters Score -789037.4 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -789210.875000 Penalty: 2840.973145
	Iteration 18Q: 3 clusters Score -789210.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -789349.125000 Penalty: 2840.973145
	Iteration 19Q: 3 clusters Score -789349.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -789453.625000 Penalty: 2840.973145
	Iteration 20F: 3 clusters Score -789453.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -789535.750000 Penalty: 2840.973145
	Iteration 21Q: 3 clusters Score -789535.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -789574.062500 Penalty: 2840.973145
	Iteration 22Q: 3 clusters Score -789574.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -789584.750000 Penalty: 2840.973145
	Iteration 23Q: 3 clusters Score -789584.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -789590.937500 Penalty: 2840.973145
	Iteration 24Q: 3 clusters Score -789590.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -789593.250000 Penalty: 2840.973145
	Iteration 25Q: 3 clusters Score -789593.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -789594.250000 Penalty: 2840.973145
	Iteration 26Q: 3 clusters Score -789594.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -789594.187500 Penalty: 2840.973145
	Iteration 27Q: 3 clusters Score -789594.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -789594.187500 Penalty: 2840.973145
	Iteration 28F: 3 clusters Score -789594.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 8899 members 
Mstep: Class 3 contains 101368 members 
Mstep: Class 4 contains 10469 members 
Mstep: Class 5 contains 2248 members 
Mstep: Class 6 contains 34407 members 
Mstep: Class 7 contains 15529 members 
Mstep: Class 8 contains 8115 members 
Mstep: Class 9 contains 18238 members 
Mstep: Class 10 contains 8138 members 
Mstep: Class 11 contains 4836 members 
Mstep: Class 12 contains 3231 members 
Mstep: Class 13 contains 17945 members 
Mstep: Class 14 contains 38135 members 
Mstep: Class 15 contains 42394 members 
Mstep: Class 16 contains 3805 members 
Mstep: Class 17 contains 5802 members 
Mstep: Class 18 contains 47588 members 
Mstep: Class 19 contains 3309 members 
Mstep: Class 20 contains 3001 members 
Mstep: Class 21 contains 1101 members 
Mstep: Class 22 contains 3337 members 
Mstep: Class 23 contains 44432 members 
Mstep: Class 24 contains 13219 members 
Mstep: Class 25 contains 12662 members 
Mstep: Class 26 contains 2986 members 
Mstep: Class 27 contains 9499 members 
Mstep: Class 28 contains 2323 members 
Mstep: Class 29 contains 25573 members 
Mstep: Class 30 contains 38840 members 
Mstep: Class 31 contains 4868 members 
Mstep: Class 32 contains 23785 members 
Mstep: Class 33 contains 12693 members 
Mstep: Class 34 contains 4109 members 
Mstep: Class 35 contains 4372 members 
Mstep: Class 36 contains 2378 members 
Mstep: Class 37 contains 17619 members 
Mstep: Class 38 contains 8606 members 
Mstep: Class 39 contains 4911 members 
Mstep: Class 40 contains 14644 members 
Mstep: Class 41 contains 10645 members 
Mstep: Class 42 contains 13042 members 
Mstep: Class 43 contains 144223 members 
Mstep: Class 44 contains 18997 members 
Mstep: Class 45 contains 1655 members 
Mstep: Class 46 contains 2148 members 
Entering Unmasked Estep 
Score: -100303416.000000 Penalty: 101793.265625
Splitting cluster 34 changes total score from -100303976.000000 to -100303416.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 35 (4372 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Entering Unmasked Estep 
Score: -569402.187500 Penalty: 1362.233521
	Iteration 0F: 2 clusters Score -569402.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -565814.062500 Penalty: 2724.467041
	Iteration 0F: 3 clusters Score -565814.1 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -566792.312500 Penalty: 2724.467041
	Iteration 1F: 3 clusters Score -566792.3 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -566956.187500 Penalty: 2724.467041
	Iteration 2F: 3 clusters Score -566956.2 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -567042.625000 Penalty: 2724.467041
	Iteration 3Q: 3 clusters Score -567042.6 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -567094.937500 Penalty: 2724.467041
	Iteration 4Q: 3 clusters Score -567094.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -567131.750000 Penalty: 2724.467041
	Iteration 5Q: 3 clusters Score -567131.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -567167.312500 Penalty: 2724.467041
	Iteration 6Q: 3 clusters Score -567167.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -567218.500000 Penalty: 2724.467041
	Iteration 7Q: 3 clusters Score -567218.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -567263.687500 Penalty: 2724.467041
	Iteration 8Q: 3 clusters Score -567263.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -567306.687500 Penalty: 2724.467041
	Iteration 9Q: 3 clusters Score -567306.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -567347.062500 Penalty: 2724.467041
	Iteration 10Q: 3 clusters Score -567347.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -567390.062500 Penalty: 2724.467041
	Iteration 11Q: 3 clusters Score -567390.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -567417.812500 Penalty: 2724.467041
	Iteration 12Q: 3 clusters Score -567417.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -567438.687500 Penalty: 2724.467041
	Iteration 13Q: 3 clusters Score -567438.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -567460.375000 Penalty: 2724.467041
	Iteration 14Q: 3 clusters Score -567460.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -567485.500000 Penalty: 2724.467041
	Iteration 15Q: 3 clusters Score -567485.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -567515.875000 Penalty: 2724.467041
	Iteration 16Q: 3 clusters Score -567515.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -567542.937500 Penalty: 2724.467041
	Iteration 17Q: 3 clusters Score -567542.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -567574.500000 Penalty: 2724.467041
	Iteration 18Q: 3 clusters Score -567574.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -567628.000000 Penalty: 2724.467041
	Iteration 19Q: 3 clusters Score -567628 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -567676.062500 Penalty: 2724.467041
	Iteration 20F: 3 clusters Score -567676.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -567707.062500 Penalty: 2724.467041
	Iteration 21Q: 3 clusters Score -567707.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -567734.625000 Penalty: 2724.467041
	Iteration 22Q: 3 clusters Score -567734.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -567768.062500 Penalty: 2724.467041
	Iteration 23Q: 3 clusters Score -567768.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -567801.500000 Penalty: 2724.467041
	Iteration 24Q: 3 clusters Score -567801.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -567825.687500 Penalty: 2724.467041
	Iteration 25Q: 3 clusters Score -567825.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -567834.562500 Penalty: 2724.467041
	Iteration 26Q: 3 clusters Score -567834.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -567843.875000 Penalty: 2724.467041
	Iteration 27Q: 3 clusters Score -567843.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -567849.625000 Penalty: 2724.467041
	Iteration 28Q: 3 clusters Score -567849.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -567857.812500 Penalty: 2724.467041
	Iteration 29Q: 3 clusters Score -567857.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -567862.437500 Penalty: 2724.467041
	Iteration 30Q: 3 clusters Score -567862.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -567863.937500 Penalty: 2724.467041
	Iteration 31Q: 3 clusters Score -567863.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -567866.125000 Penalty: 2724.467041
	Iteration 32Q: 3 clusters Score -567866.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -567868.000000 Penalty: 2724.467041
	Iteration 33Q: 3 clusters Score -567868 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -567869.625000 Penalty: 2724.467041
	Iteration 34Q: 3 clusters Score -567869.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -567870.875000 Penalty: 2724.467041
	Iteration 35Q: 3 clusters Score -567870.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -567876.000000 Penalty: 2724.467041
	Iteration 36Q: 3 clusters Score -567876 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -567880.250000 Penalty: 2724.467041
	Iteration 37Q: 3 clusters Score -567880.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -567882.250000 Penalty: 2724.467041
	Iteration 38Q: 3 clusters Score -567882.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -567885.937500 Penalty: 2724.467041
	Iteration 39Q: 3 clusters Score -567885.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -567888.500000 Penalty: 2724.467041
	Iteration 40F: 3 clusters Score -567888.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -567891.062500 Penalty: 2724.467041
	Iteration 41Q: 3 clusters Score -567891.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -567894.062500 Penalty: 2724.467041
	Iteration 42Q: 3 clusters Score -567894.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -567896.125000 Penalty: 2724.467041
	Iteration 43Q: 3 clusters Score -567896.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -567898.187500 Penalty: 2724.467041
	Iteration 44Q: 3 clusters Score -567898.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -567899.375000 Penalty: 2724.467041
	Iteration 45Q: 3 clusters Score -567899.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -567899.312500 Penalty: 2724.467041
	Iteration 46Q: 3 clusters Score -567899.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -567900.437500 Penalty: 2724.467041
	Iteration 47Q: 3 clusters Score -567900.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -567901.187500 Penalty: 2724.467041
	Iteration 48Q: 3 clusters Score -567901.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -567901.625000 Penalty: 2724.467041
	Iteration 49Q: 3 clusters Score -567901.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -567902.687500 Penalty: 2724.467041
	Iteration 50Q: 3 clusters Score -567902.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -567904.687500 Penalty: 2724.467041
	Iteration 51Q: 3 clusters Score -567904.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -567905.375000 Penalty: 2724.467041
	Iteration 52Q: 3 clusters Score -567905.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -567906.937500 Penalty: 2724.467041
	Iteration 53Q: 3 clusters Score -567906.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -567907.437500 Penalty: 2724.467041
	Iteration 54Q: 3 clusters Score -567907.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -567910.000000 Penalty: 2724.467041
	Iteration 55Q: 3 clusters Score -567910 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -567912.250000 Penalty: 2724.467041
	Iteration 56Q: 3 clusters Score -567912.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -567914.875000 Penalty: 2724.467041
	Iteration 57Q: 3 clusters Score -567914.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -567914.312500 Penalty: 2724.467041
	Iteration 58Q: 3 clusters Score -567914.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -567916.125000 Penalty: 2724.467041
	Iteration 59Q: 3 clusters Score -567916.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -567916.625000 Penalty: 2724.467041
	Iteration 60F: 3 clusters Score -567916.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -567918.437500 Penalty: 2724.467041
	Iteration 61Q: 3 clusters Score -567918.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -567919.812500 Penalty: 2724.467041
	Iteration 62Q: 3 clusters Score -567919.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -567920.750000 Penalty: 2724.467041
	Iteration 63Q: 3 clusters Score -567920.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -567922.812500 Penalty: 2724.467041
	Iteration 64Q: 3 clusters Score -567922.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -567924.875000 Penalty: 2724.467041
	Iteration 65Q: 3 clusters Score -567924.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -567925.562500 Penalty: 2724.467041
	Iteration 66Q: 3 clusters Score -567925.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -567925.562500 Penalty: 2724.467041
	Iteration 67F: 3 clusters Score -567925.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (2378 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Entering Unmasked Estep 
Score: -274118.500000 Penalty: 1263.277466
	Iteration 0F: 2 clusters Score -274118.5 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 1194 members 
Entering Unmasked Estep 
Score: -271868.187500 Penalty: 2526.554932
	Iteration 0F: 3 clusters Score -271868.2 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -272630.718750 Penalty: 2526.554932
	Iteration 1F: 3 clusters Score -272630.7 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -272982.781250 Penalty: 2526.554932
	Iteration 2F: 3 clusters Score -272982.8 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -273363.562500 Penalty: 2526.554932
	Iteration 3F: 3 clusters Score -273363.6 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -273647.781250 Penalty: 2526.554932
	Iteration 4F: 3 clusters Score -273647.8 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -273820.218750 Penalty: 2526.554932
	Iteration 5F: 3 clusters Score -273820.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -273903.250000 Penalty: 2526.554932
	Iteration 6Q: 3 clusters Score -273903.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -273982.531250 Penalty: 2526.554932
	Iteration 7Q: 3 clusters Score -273982.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -274143.281250 Penalty: 2526.554932
	Iteration 8Q: 3 clusters Score -274143.3 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -274321.375000 Penalty: 2526.554932
	Iteration 9F: 3 clusters Score -274321.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -274494.906250 Penalty: 2526.554932
	Iteration 10Q: 3 clusters Score -274494.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -274611.500000 Penalty: 2526.554932
	Iteration 11Q: 3 clusters Score -274611.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -274659.468750 Penalty: 2526.554932
	Iteration 12Q: 3 clusters Score -274659.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -274682.281250 Penalty: 2526.554932
	Iteration 13Q: 3 clusters Score -274682.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -274697.187500 Penalty: 2526.554932
	Iteration 14Q: 3 clusters Score -274697.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -274703.312500 Penalty: 2526.554932
	Iteration 15Q: 3 clusters Score -274703.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -274709.343750 Penalty: 2526.554932
	Iteration 16Q: 3 clusters Score -274709.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -274713.437500 Penalty: 2526.554932
	Iteration 17Q: 3 clusters Score -274713.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -274715.406250 Penalty: 2526.554932
	Iteration 18Q: 3 clusters Score -274715.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -274716.500000 Penalty: 2526.554932
	Iteration 19Q: 3 clusters Score -274716.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -274718.718750 Penalty: 2526.554932
	Iteration 20F: 3 clusters Score -274718.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -274718.718750 Penalty: 2526.554932
	Iteration 21Q: 3 clusters Score -274718.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -274718.718750 Penalty: 2526.554932
	Iteration 22F: 3 clusters Score -274718.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 8899 members 
Mstep: Class 3 contains 101368 members 
Mstep: Class 4 contains 10469 members 
Mstep: Class 5 contains 2248 members 
Mstep: Class 6 contains 34407 members 
Mstep: Class 7 contains 15529 members 
Mstep: Class 8 contains 8115 members 
Mstep: Class 9 contains 18238 members 
Mstep: Class 10 contains 8138 members 
Mstep: Class 11 contains 4836 members 
Mstep: Class 12 contains 3231 members 
Mstep: Class 13 contains 17945 members 
Mstep: Class 14 contains 38135 members 
Mstep: Class 15 contains 42394 members 
Mstep: Class 16 contains 3805 members 
Mstep: Class 17 contains 5802 members 
Mstep: Class 18 contains 47588 members 
Mstep: Class 19 contains 3309 members 
Mstep: Class 20 contains 3001 members 
Mstep: Class 21 contains 1101 members 
Mstep: Class 22 contains 3337 members 
Mstep: Class 23 contains 44432 members 
Mstep: Class 24 contains 13219 members 
Mstep: Class 25 contains 12662 members 
Mstep: Class 26 contains 2986 members 
Mstep: Class 27 contains 9499 members 
Mstep: Class 28 contains 2323 members 
Mstep: Class 29 contains 25573 members 
Mstep: Class 30 contains 38840 members 
Mstep: Class 31 contains 4868 members 
Mstep: Class 32 contains 23785 members 
Mstep: Class 33 contains 12693 members 
Mstep: Class 34 contains 6257 members 
Mstep: Class 35 contains 4372 members 
Mstep: Class 36 contains 1311 members 
Mstep: Class 37 contains 17619 members 
Mstep: Class 38 contains 8606 members 
Mstep: Class 39 contains 4911 members 
Mstep: Class 40 contains 14644 members 
Mstep: Class 41 contains 10645 members 
Mstep: Class 42 contains 13042 members 
Mstep: Class 43 contains 144223 members 
Mstep: Class 44 contains 18997 members 
Mstep: Class 45 contains 1655 members 
Mstep: Class 46 contains 1067 members 
Entering Unmasked Estep 
Score: -100303776.000000 Penalty: 101793.265625
Splitting cluster 36 changes total score from -100303976.000000 to -100303776.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 37 (17619 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17619 members 
Entering Unmasked Estep 
Score: -2239386.000000 Penalty: 1588.719238
	Iteration 0F: 2 clusters Score -2239386 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8745 members 
Mstep: Class 2 contains 8874 members 
Entering Unmasked Estep 
Score: -2227293.500000 Penalty: 3177.438477
	Iteration 0F: 3 clusters Score -2227294 nChanged 7857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8370 members 
Mstep: Class 2 contains 9249 members 
Entering Unmasked Estep 
Score: -2231636.500000 Penalty: 3177.438477
	Iteration 1F: 3 clusters Score -2231636 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8160 members 
Mstep: Class 2 contains 9459 members 
Entering Unmasked Estep 
Score: -2232026.000000 Penalty: 3177.438477
	Iteration 2F: 3 clusters Score -2232026 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7873 members 
Mstep: Class 2 contains 9746 members 
Entering Unmasked Estep 
Score: -2232368.750000 Penalty: 3177.438477
	Iteration 3Q: 3 clusters Score -2232369 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7559 members 
Mstep: Class 2 contains 10060 members 
Entering Unmasked Estep 
Score: -2232703.750000 Penalty: 3177.438477
	Iteration 4Q: 3 clusters Score -2232704 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7140 members 
Mstep: Class 2 contains 10479 members 
Entering Unmasked Estep 
Score: -2233050.000000 Penalty: 3177.438477
	Iteration 5Q: 3 clusters Score -2233050 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6643 members 
Mstep: Class 2 contains 10976 members 
Entering Unmasked Estep 
Score: -2233467.250000 Penalty: 3177.438477
	Iteration 6Q: 3 clusters Score -2233467 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6078 members 
Mstep: Class 2 contains 11541 members 
Entering Unmasked Estep 
Score: -2233969.250000 Penalty: 3177.438477
	Iteration 7Q: 3 clusters Score -2233969 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5463 members 
Mstep: Class 2 contains 12156 members 
Entering Unmasked Estep 
Score: -2234545.250000 Penalty: 3177.438477
	Iteration 8Q: 3 clusters Score -2234545 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 12786 members 
Entering Unmasked Estep 
Score: -2235212.000000 Penalty: 3177.438477
	Iteration 9Q: 3 clusters Score -2235212 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 13374 members 
Entering Unmasked Estep 
Score: -2235793.500000 Penalty: 3177.438477
	Iteration 10Q: 3 clusters Score -2235794 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 13852 members 
Entering Unmasked Estep 
Score: -2236292.000000 Penalty: 3177.438477
	Iteration 11Q: 3 clusters Score -2236292 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 14241 members 
Entering Unmasked Estep 
Score: -2236630.500000 Penalty: 3177.438477
	Iteration 12Q: 3 clusters Score -2236630 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 14525 members 
Entering Unmasked Estep 
Score: -2236844.000000 Penalty: 3177.438477
	Iteration 13Q: 3 clusters Score -2236844 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 14787 members 
Entering Unmasked Estep 
Score: -2237042.000000 Penalty: 3177.438477
	Iteration 14Q: 3 clusters Score -2237042 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 15047 members 
Entering Unmasked Estep 
Score: -2237183.000000 Penalty: 3177.438477
	Iteration 15Q: 3 clusters Score -2237183 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 15265 members 
Entering Unmasked Estep 
Score: -2237306.000000 Penalty: 3177.438477
	Iteration 16Q: 3 clusters Score -2237306 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 15438 members 
Entering Unmasked Estep 
Score: -2237404.000000 Penalty: 3177.438477
	Iteration 17Q: 3 clusters Score -2237404 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 15591 members 
Entering Unmasked Estep 
Score: -2237500.000000 Penalty: 3177.438477
	Iteration 18Q: 3 clusters Score -2237500 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 15747 members 
Entering Unmasked Estep 
Score: -2237591.750000 Penalty: 3177.438477
	Iteration 19Q: 3 clusters Score -2237592 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 15897 members 
Entering Unmasked Estep 
Score: -2237675.000000 Penalty: 3177.438477
	Iteration 20F: 3 clusters Score -2237675 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 16034 members 
Entering Unmasked Estep 
Score: -2237751.500000 Penalty: 3177.438477
	Iteration 21Q: 3 clusters Score -2237752 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 16141 members 
Entering Unmasked Estep 
Score: -2237804.500000 Penalty: 3177.438477
	Iteration 22Q: 3 clusters Score -2237804 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 16228 members 
Entering Unmasked Estep 
Score: -2237854.750000 Penalty: 3177.438477
	Iteration 23Q: 3 clusters Score -2237855 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 16313 members 
Entering Unmasked Estep 
Score: -2237885.250000 Penalty: 3177.438477
	Iteration 24Q: 3 clusters Score -2237885 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 16381 members 
Entering Unmasked Estep 
Score: -2237915.000000 Penalty: 3177.438477
	Iteration 25Q: 3 clusters Score -2237915 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 16443 members 
Entering Unmasked Estep 
Score: -2237946.750000 Penalty: 3177.438477
	Iteration 26Q: 3 clusters Score -2237947 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 16500 members 
Entering Unmasked Estep 
Score: -2237968.500000 Penalty: 3177.438477
	Iteration 27Q: 3 clusters Score -2237968 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 16548 members 
Entering Unmasked Estep 
Score: -2237995.000000 Penalty: 3177.438477
	Iteration 28Q: 3 clusters Score -2237995 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 16591 members 
Entering Unmasked Estep 
Score: -2238011.750000 Penalty: 3177.438477
	Iteration 29Q: 3 clusters Score -2238012 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 16626 members 
Entering Unmasked Estep 
Score: -2238030.500000 Penalty: 3177.438477
	Iteration 30Q: 3 clusters Score -2238030 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 16656 members 
Entering Unmasked Estep 
Score: -2238045.250000 Penalty: 3177.438477
	Iteration 31Q: 3 clusters Score -2238045 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 16678 members 
Entering Unmasked Estep 
Score: -2238057.000000 Penalty: 3177.438477
	Iteration 32Q: 3 clusters Score -2238057 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 16701 members 
Entering Unmasked Estep 
Score: -2238064.750000 Penalty: 3177.438477
	Iteration 33Q: 3 clusters Score -2238065 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 16719 members 
Entering Unmasked Estep 
Score: -2238073.500000 Penalty: 3177.438477
	Iteration 34Q: 3 clusters Score -2238074 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 16731 members 
Entering Unmasked Estep 
Score: -2238078.750000 Penalty: 3177.438477
	Iteration 35Q: 3 clusters Score -2238079 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 16741 members 
Entering Unmasked Estep 
Score: -2238083.750000 Penalty: 3177.438477
	Iteration 36Q: 3 clusters Score -2238084 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 16747 members 
Entering Unmasked Estep 
Score: -2238084.750000 Penalty: 3177.438477
	Iteration 37Q: 3 clusters Score -2238085 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 16760 members 
Entering Unmasked Estep 
Score: -2238086.750000 Penalty: 3177.438477
	Iteration 38Q: 3 clusters Score -2238087 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 16766 members 
Entering Unmasked Estep 
Score: -2238088.500000 Penalty: 3177.438477
	Iteration 39Q: 3 clusters Score -2238088 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 16772 members 
Entering Unmasked Estep 
Score: -2238090.250000 Penalty: 3177.438477
	Iteration 40F: 3 clusters Score -2238090 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 16773 members 
Entering Unmasked Estep 
Score: -2238090.000000 Penalty: 3177.438477
	Iteration 41Q: 3 clusters Score -2238090 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 16774 members 
Entering Unmasked Estep 
Score: -2238090.500000 Penalty: 3177.438477
	Iteration 42Q: 3 clusters Score -2238090 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 16775 members 
Entering Unmasked Estep 
Score: -2238089.000000 Penalty: 3177.438477
	Iteration 43Q: 3 clusters Score -2238089 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 16777 members 
Entering Unmasked Estep 
Score: -2238091.750000 Penalty: 3177.438477
	Iteration 44Q: 3 clusters Score -2238092 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 16782 members 
Entering Unmasked Estep 
Score: -2238093.000000 Penalty: 3177.438477
	Iteration 45Q: 3 clusters Score -2238093 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 16787 members 
Entering Unmasked Estep 
Score: -2238093.250000 Penalty: 3177.438477
	Iteration 46Q: 3 clusters Score -2238093 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 16790 members 
Entering Unmasked Estep 
Score: -2238096.750000 Penalty: 3177.438477
	Iteration 47Q: 3 clusters Score -2238097 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 16795 members 
Entering Unmasked Estep 
Score: -2238094.500000 Penalty: 3177.438477
	Iteration 48Q: 3 clusters Score -2238094 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 16800 members 
Entering Unmasked Estep 
Score: -2238099.250000 Penalty: 3177.438477
	Iteration 49Q: 3 clusters Score -2238099 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 16806 members 
Entering Unmasked Estep 
Score: -2238104.250000 Penalty: 3177.438477
	Iteration 50Q: 3 clusters Score -2238104 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 16812 members 
Entering Unmasked Estep 
Score: -2238106.500000 Penalty: 3177.438477
	Iteration 51Q: 3 clusters Score -2238106 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 16817 members 
Entering Unmasked Estep 
Score: -2238104.250000 Penalty: 3177.438477
	Iteration 52Q: 3 clusters Score -2238104 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 16823 members 
Entering Unmasked Estep 
Score: -2238106.250000 Penalty: 3177.438477
	Iteration 53Q: 3 clusters Score -2238106 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 16827 members 
Entering Unmasked Estep 
Score: -2238106.250000 Penalty: 3177.438477
	Iteration 54Q: 3 clusters Score -2238106 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 16829 members 
Entering Unmasked Estep 
Score: -2238110.000000 Penalty: 3177.438477
	Iteration 55Q: 3 clusters Score -2238110 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 16835 members 
Entering Unmasked Estep 
Score: -2238111.750000 Penalty: 3177.438477
	Iteration 56Q: 3 clusters Score -2238112 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 16836 members 
Entering Unmasked Estep 
Score: -2238112.750000 Penalty: 3177.438477
	Iteration 57Q: 3 clusters Score -2238113 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 16836 members 
Entering Unmasked Estep 
Score: -2238113.500000 Penalty: 3177.438477
	Iteration 58Q: 3 clusters Score -2238114 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 16837 members 
Entering Unmasked Estep 
Score: -2238115.750000 Penalty: 3177.438477
	Iteration 59Q: 3 clusters Score -2238116 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 16837 members 
Entering Unmasked Estep 
Score: -2238115.750000 Penalty: 3177.438477
	Iteration 60F: 3 clusters Score -2238116 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (8606 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8606 members 
Entering Unmasked Estep 
Score: -1096456.125000 Penalty: 1472.284912
	Iteration 0F: 2 clusters Score -1096456 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -1090164.000000 Penalty: 2944.569824
	Iteration 0F: 3 clusters Score -1090164 nChanged 3631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -1092189.500000 Penalty: 2944.569824
	Iteration 1F: 3 clusters Score -1092190 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -1092534.250000 Penalty: 2944.569824
	Iteration 2F: 3 clusters Score -1092534 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -1092891.625000 Penalty: 2944.569824
	Iteration 3F: 3 clusters Score -1092892 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -1093273.000000 Penalty: 2944.569824
	Iteration 4F: 3 clusters Score -1093273 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -1093678.375000 Penalty: 2944.569824
	Iteration 5F: 3 clusters Score -1093678 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -1094104.375000 Penalty: 2944.569824
	Iteration 6F: 3 clusters Score -1094104 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -1094521.625000 Penalty: 2944.569824
	Iteration 7F: 3 clusters Score -1094522 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -1094857.875000 Penalty: 2944.569824
	Iteration 8F: 3 clusters Score -1094858 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -1095077.875000 Penalty: 2944.569824
	Iteration 9Q: 3 clusters Score -1095078 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -1095234.375000 Penalty: 2944.569824
	Iteration 10Q: 3 clusters Score -1095234 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -1095337.125000 Penalty: 2944.569824
	Iteration 11Q: 3 clusters Score -1095337 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5213 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -1095412.125000 Penalty: 2944.569824
	Iteration 12Q: 3 clusters Score -1095412 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -1095455.875000 Penalty: 2944.569824
	Iteration 13Q: 3 clusters Score -1095456 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -1095492.625000 Penalty: 2944.569824
	Iteration 14Q: 3 clusters Score -1095493 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -1095509.625000 Penalty: 2944.569824
	Iteration 15Q: 3 clusters Score -1095510 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -1095519.875000 Penalty: 2944.569824
	Iteration 16Q: 3 clusters Score -1095520 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -1095526.125000 Penalty: 2944.569824
	Iteration 17Q: 3 clusters Score -1095526 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -1095528.750000 Penalty: 2944.569824
	Iteration 18Q: 3 clusters Score -1095529 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5164 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -1095529.875000 Penalty: 2944.569824
	Iteration 19Q: 3 clusters Score -1095530 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5163 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -1095532.625000 Penalty: 2944.569824
	Iteration 20F: 3 clusters Score -1095533 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5158 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -1095532.000000 Penalty: 2944.569824
	Iteration 21Q: 3 clusters Score -1095532 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5156 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -1095530.500000 Penalty: 2944.569824
	Iteration 22Q: 3 clusters Score -1095530 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -1095530.125000 Penalty: 2944.569824
	Iteration 23Q: 3 clusters Score -1095530 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -1095530.125000 Penalty: 2944.569824
	Iteration 24F: 3 clusters Score -1095530 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (4911 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Entering Unmasked Estep 
Score: -612818.187500 Penalty: 1381.125366
	Iteration 0F: 2 clusters Score -612818.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -608918.937500 Penalty: 2762.250732
	Iteration 0F: 3 clusters Score -608918.9 nChanged 1923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -609977.000000 Penalty: 2762.250732
	Iteration 1F: 3 clusters Score -609977 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -610188.500000 Penalty: 2762.250732
	Iteration 2F: 3 clusters Score -610188.5 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -610356.125000 Penalty: 2762.250732
	Iteration 3F: 3 clusters Score -610356.1 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -610505.937500 Penalty: 2762.250732
	Iteration 4F: 3 clusters Score -610505.9 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -610635.312500 Penalty: 2762.250732
	Iteration 5Q: 3 clusters Score -610635.3 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -610734.062500 Penalty: 2762.250732
	Iteration 6Q: 3 clusters Score -610734.1 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -610823.062500 Penalty: 2762.250732
	Iteration 7Q: 3 clusters Score -610823.1 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -610909.312500 Penalty: 2762.250732
	Iteration 8Q: 3 clusters Score -610909.3 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -610980.875000 Penalty: 2762.250732
	Iteration 9Q: 3 clusters Score -610980.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -611043.125000 Penalty: 2762.250732
	Iteration 10Q: 3 clusters Score -611043.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -611094.937500 Penalty: 2762.250732
	Iteration 11Q: 3 clusters Score -611094.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -611143.187500 Penalty: 2762.250732
	Iteration 12Q: 3 clusters Score -611143.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -611176.375000 Penalty: 2762.250732
	Iteration 13Q: 3 clusters Score -611176.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -611206.000000 Penalty: 2762.250732
	Iteration 14Q: 3 clusters Score -611206 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -611234.687500 Penalty: 2762.250732
	Iteration 15Q: 3 clusters Score -611234.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -611259.625000 Penalty: 2762.250732
	Iteration 16Q: 3 clusters Score -611259.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -611281.000000 Penalty: 2762.250732
	Iteration 17Q: 3 clusters Score -611281 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -611305.875000 Penalty: 2762.250732
	Iteration 18Q: 3 clusters Score -611305.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -611326.687500 Penalty: 2762.250732
	Iteration 19Q: 3 clusters Score -611326.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -611339.875000 Penalty: 2762.250732
	Iteration 20F: 3 clusters Score -611339.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -611353.000000 Penalty: 2762.250732
	Iteration 21Q: 3 clusters Score -611353 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -611363.875000 Penalty: 2762.250732
	Iteration 22Q: 3 clusters Score -611363.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -611373.812500 Penalty: 2762.250732
	Iteration 23Q: 3 clusters Score -611373.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -611386.500000 Penalty: 2762.250732
	Iteration 24Q: 3 clusters Score -611386.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -611401.062500 Penalty: 2762.250732
	Iteration 25Q: 3 clusters Score -611401.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -611410.750000 Penalty: 2762.250732
	Iteration 26Q: 3 clusters Score -611410.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -611419.937500 Penalty: 2762.250732
	Iteration 27Q: 3 clusters Score -611419.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -611425.437500 Penalty: 2762.250732
	Iteration 28Q: 3 clusters Score -611425.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -611430.125000 Penalty: 2762.250732
	Iteration 29Q: 3 clusters Score -611430.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -611437.125000 Penalty: 2762.250732
	Iteration 30Q: 3 clusters Score -611437.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -611438.187500 Penalty: 2762.250732
	Iteration 31Q: 3 clusters Score -611438.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -611440.937500 Penalty: 2762.250732
	Iteration 32Q: 3 clusters Score -611440.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -611442.625000 Penalty: 2762.250732
	Iteration 33Q: 3 clusters Score -611442.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -611443.187500 Penalty: 2762.250732
	Iteration 34Q: 3 clusters Score -611443.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -611442.125000 Penalty: 2762.250732
	Iteration 35Q: 3 clusters Score -611442.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -611442.875000 Penalty: 2762.250732
	Iteration 36Q: 3 clusters Score -611442.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -611445.937500 Penalty: 2762.250732
	Iteration 37Q: 3 clusters Score -611445.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -611445.687500 Penalty: 2762.250732
	Iteration 38Q: 3 clusters Score -611445.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -611445.625000 Penalty: 2762.250732
	Iteration 39Q: 3 clusters Score -611445.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -611447.750000 Penalty: 2762.250732
	Iteration 40F: 3 clusters Score -611447.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (14644 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14644 members 
Entering Unmasked Estep 
Score: -1876561.625000 Penalty: 1558.665283
	Iteration 0F: 2 clusters Score -1876562 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7331 members 
Mstep: Class 2 contains 7313 members 
Entering Unmasked Estep 
Score: -1866411.000000 Penalty: 3117.330566
	Iteration 0F: 3 clusters Score -1866411 nChanged 6479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7128 members 
Mstep: Class 2 contains 7516 members 
Entering Unmasked Estep 
Score: -1869851.250000 Penalty: 3117.330566
	Iteration 1F: 3 clusters Score -1869851 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6995 members 
Mstep: Class 2 contains 7649 members 
Entering Unmasked Estep 
Score: -1870156.875000 Penalty: 3117.330566
	Iteration 2F: 3 clusters Score -1870157 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6832 members 
Mstep: Class 2 contains 7812 members 
Entering Unmasked Estep 
Score: -1870476.500000 Penalty: 3117.330566
	Iteration 3F: 3 clusters Score -1870476 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6660 members 
Mstep: Class 2 contains 7984 members 
Entering Unmasked Estep 
Score: -1870799.625000 Penalty: 3117.330566
	Iteration 4Q: 3 clusters Score -1870800 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6464 members 
Mstep: Class 2 contains 8180 members 
Entering Unmasked Estep 
Score: -1871173.750000 Penalty: 3117.330566
	Iteration 5Q: 3 clusters Score -1871174 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6242 members 
Mstep: Class 2 contains 8402 members 
Entering Unmasked Estep 
Score: -1871595.500000 Penalty: 3117.330566
	Iteration 6Q: 3 clusters Score -1871596 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6005 members 
Mstep: Class 2 contains 8639 members 
Entering Unmasked Estep 
Score: -1872058.750000 Penalty: 3117.330566
	Iteration 7F: 3 clusters Score -1872059 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5771 members 
Mstep: Class 2 contains 8873 members 
Entering Unmasked Estep 
Score: -1872528.375000 Penalty: 3117.330566
	Iteration 8Q: 3 clusters Score -1872528 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5567 members 
Mstep: Class 2 contains 9077 members 
Entering Unmasked Estep 
Score: -1872906.375000 Penalty: 3117.330566
	Iteration 9Q: 3 clusters Score -1872906 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 9295 members 
Entering Unmasked Estep 
Score: -1873220.750000 Penalty: 3117.330566
	Iteration 10Q: 3 clusters Score -1873221 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 9473 members 
Entering Unmasked Estep 
Score: -1873434.375000 Penalty: 3117.330566
	Iteration 11Q: 3 clusters Score -1873434 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 9626 members 
Entering Unmasked Estep 
Score: -1873566.250000 Penalty: 3117.330566
	Iteration 12Q: 3 clusters Score -1873566 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 9750 members 
Entering Unmasked Estep 
Score: -1873657.875000 Penalty: 3117.330566
	Iteration 13Q: 3 clusters Score -1873658 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 9883 members 
Entering Unmasked Estep 
Score: -1873727.750000 Penalty: 3117.330566
	Iteration 14Q: 3 clusters Score -1873728 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 10011 members 
Entering Unmasked Estep 
Score: -1873784.250000 Penalty: 3117.330566
	Iteration 15Q: 3 clusters Score -1873784 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 10153 members 
Entering Unmasked Estep 
Score: -1873835.875000 Penalty: 3117.330566
	Iteration 16Q: 3 clusters Score -1873836 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 10297 members 
Entering Unmasked Estep 
Score: -1873895.625000 Penalty: 3117.330566
	Iteration 17Q: 3 clusters Score -1873896 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 10439 members 
Entering Unmasked Estep 
Score: -1873951.375000 Penalty: 3117.330566
	Iteration 18Q: 3 clusters Score -1873951 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 10583 members 
Entering Unmasked Estep 
Score: -1874014.625000 Penalty: 3117.330566
	Iteration 19Q: 3 clusters Score -1874015 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 10725 members 
Entering Unmasked Estep 
Score: -1874065.000000 Penalty: 3117.330566
	Iteration 20F: 3 clusters Score -1874065 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 10878 members 
Entering Unmasked Estep 
Score: -1874129.375000 Penalty: 3117.330566
	Iteration 21Q: 3 clusters Score -1874129 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 11036 members 
Entering Unmasked Estep 
Score: -1874198.625000 Penalty: 3117.330566
	Iteration 22Q: 3 clusters Score -1874199 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 11191 members 
Entering Unmasked Estep 
Score: -1874279.375000 Penalty: 3117.330566
	Iteration 23Q: 3 clusters Score -1874279 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 11361 members 
Entering Unmasked Estep 
Score: -1874372.125000 Penalty: 3117.330566
	Iteration 24Q: 3 clusters Score -1874372 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 11524 members 
Entering Unmasked Estep 
Score: -1874460.125000 Penalty: 3117.330566
	Iteration 25Q: 3 clusters Score -1874460 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 11662 members 
Entering Unmasked Estep 
Score: -1874544.875000 Penalty: 3117.330566
	Iteration 26Q: 3 clusters Score -1874545 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 11799 members 
Entering Unmasked Estep 
Score: -1874625.250000 Penalty: 3117.330566
	Iteration 27Q: 3 clusters Score -1874625 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 11931 members 
Entering Unmasked Estep 
Score: -1874684.125000 Penalty: 3117.330566
	Iteration 28Q: 3 clusters Score -1874684 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 12051 members 
Entering Unmasked Estep 
Score: -1874740.125000 Penalty: 3117.330566
	Iteration 29Q: 3 clusters Score -1874740 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 12175 members 
Entering Unmasked Estep 
Score: -1874801.000000 Penalty: 3117.330566
	Iteration 30Q: 3 clusters Score -1874801 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 12271 members 
Entering Unmasked Estep 
Score: -1874841.250000 Penalty: 3117.330566
	Iteration 31Q: 3 clusters Score -1874841 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 12361 members 
Entering Unmasked Estep 
Score: -1874875.250000 Penalty: 3117.330566
	Iteration 32Q: 3 clusters Score -1874875 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 12444 members 
Entering Unmasked Estep 
Score: -1874903.375000 Penalty: 3117.330566
	Iteration 33Q: 3 clusters Score -1874903 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 12510 members 
Entering Unmasked Estep 
Score: -1874923.000000 Penalty: 3117.330566
	Iteration 34Q: 3 clusters Score -1874923 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 12573 members 
Entering Unmasked Estep 
Score: -1874947.375000 Penalty: 3117.330566
	Iteration 35Q: 3 clusters Score -1874947 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 12623 members 
Entering Unmasked Estep 
Score: -1874959.625000 Penalty: 3117.330566
	Iteration 36Q: 3 clusters Score -1874960 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 12671 members 
Entering Unmasked Estep 
Score: -1874967.125000 Penalty: 3117.330566
	Iteration 37Q: 3 clusters Score -1874967 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 12707 members 
Entering Unmasked Estep 
Score: -1874979.375000 Penalty: 3117.330566
	Iteration 38Q: 3 clusters Score -1874979 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 12744 members 
Entering Unmasked Estep 
Score: -1874987.250000 Penalty: 3117.330566
	Iteration 39Q: 3 clusters Score -1874987 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 12787 members 
Entering Unmasked Estep 
Score: -1875000.125000 Penalty: 3117.330566
	Iteration 40F: 3 clusters Score -1875000 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 12826 members 
Entering Unmasked Estep 
Score: -1875012.125000 Penalty: 3117.330566
	Iteration 41Q: 3 clusters Score -1875012 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 12869 members 
Entering Unmasked Estep 
Score: -1875021.500000 Penalty: 3117.330566
	Iteration 42Q: 3 clusters Score -1875022 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 12902 members 
Entering Unmasked Estep 
Score: -1875033.250000 Penalty: 3117.330566
	Iteration 43Q: 3 clusters Score -1875033 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 12940 members 
Entering Unmasked Estep 
Score: -1875043.250000 Penalty: 3117.330566
	Iteration 44Q: 3 clusters Score -1875043 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 12967 members 
Entering Unmasked Estep 
Score: -1875052.000000 Penalty: 3117.330566
	Iteration 45Q: 3 clusters Score -1875052 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 12997 members 
Entering Unmasked Estep 
Score: -1875055.875000 Penalty: 3117.330566
	Iteration 46Q: 3 clusters Score -1875056 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 13029 members 
Entering Unmasked Estep 
Score: -1875066.750000 Penalty: 3117.330566
	Iteration 47Q: 3 clusters Score -1875067 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 13056 members 
Entering Unmasked Estep 
Score: -1875072.250000 Penalty: 3117.330566
	Iteration 48Q: 3 clusters Score -1875072 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 13088 members 
Entering Unmasked Estep 
Score: -1875082.625000 Penalty: 3117.330566
	Iteration 49Q: 3 clusters Score -1875083 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 13119 members 
Entering Unmasked Estep 
Score: -1875093.625000 Penalty: 3117.330566
	Iteration 50Q: 3 clusters Score -1875094 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 13155 members 
Entering Unmasked Estep 
Score: -1875102.250000 Penalty: 3117.330566
	Iteration 51Q: 3 clusters Score -1875102 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 13181 members 
Entering Unmasked Estep 
Score: -1875109.875000 Penalty: 3117.330566
	Iteration 52Q: 3 clusters Score -1875110 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 13207 members 
Entering Unmasked Estep 
Score: -1875113.250000 Penalty: 3117.330566
	Iteration 53Q: 3 clusters Score -1875113 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 13225 members 
Entering Unmasked Estep 
Score: -1875118.125000 Penalty: 3117.330566
	Iteration 54Q: 3 clusters Score -1875118 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 13238 members 
Entering Unmasked Estep 
Score: -1875118.125000 Penalty: 3117.330566
	Iteration 55Q: 3 clusters Score -1875118 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 13252 members 
Entering Unmasked Estep 
Score: -1875121.750000 Penalty: 3117.330566
	Iteration 56Q: 3 clusters Score -1875122 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 13269 members 
Entering Unmasked Estep 
Score: -1875131.000000 Penalty: 3117.330566
	Iteration 57Q: 3 clusters Score -1875131 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 13280 members 
Entering Unmasked Estep 
Score: -1875131.250000 Penalty: 3117.330566
	Iteration 58Q: 3 clusters Score -1875131 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 13291 members 
Entering Unmasked Estep 
Score: -1875129.500000 Penalty: 3117.330566
	Iteration 59Q: 3 clusters Score -1875130 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 13297 members 
Entering Unmasked Estep 
Score: -1875129.500000 Penalty: 3117.330566
	Iteration 60F: 3 clusters Score -1875130 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 13302 members 
Entering Unmasked Estep 
Score: -1875130.750000 Penalty: 3117.330566
	Iteration 61Q: 3 clusters Score -1875131 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 13311 members 
Entering Unmasked Estep 
Score: -1875134.250000 Penalty: 3117.330566
	Iteration 62Q: 3 clusters Score -1875134 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 13324 members 
Entering Unmasked Estep 
Score: -1875141.000000 Penalty: 3117.330566
	Iteration 63Q: 3 clusters Score -1875141 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 13341 members 
Entering Unmasked Estep 
Score: -1875145.625000 Penalty: 3117.330566
	Iteration 64Q: 3 clusters Score -1875146 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 13358 members 
Entering Unmasked Estep 
Score: -1875150.625000 Penalty: 3117.330566
	Iteration 65Q: 3 clusters Score -1875151 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 13378 members 
Entering Unmasked Estep 
Score: -1875155.750000 Penalty: 3117.330566
	Iteration 66Q: 3 clusters Score -1875156 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 13400 members 
Entering Unmasked Estep 
Score: -1875164.000000 Penalty: 3117.330566
	Iteration 67Q: 3 clusters Score -1875164 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 13427 members 
Entering Unmasked Estep 
Score: -1875172.250000 Penalty: 3117.330566
	Iteration 68Q: 3 clusters Score -1875172 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 13454 members 
Entering Unmasked Estep 
Score: -1875182.500000 Penalty: 3117.330566
	Iteration 69Q: 3 clusters Score -1875182 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 13477 members 
Entering Unmasked Estep 
Score: -1875184.375000 Penalty: 3117.330566
	Iteration 70Q: 3 clusters Score -1875184 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 13497 members 
Entering Unmasked Estep 
Score: -1875185.375000 Penalty: 3117.330566
	Iteration 71Q: 3 clusters Score -1875185 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 13512 members 
Entering Unmasked Estep 
Score: -1875193.750000 Penalty: 3117.330566
	Iteration 72Q: 3 clusters Score -1875194 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 13526 members 
Entering Unmasked Estep 
Score: -1875196.375000 Penalty: 3117.330566
	Iteration 73Q: 3 clusters Score -1875196 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 13535 members 
Entering Unmasked Estep 
Score: -1875197.375000 Penalty: 3117.330566
	Iteration 74Q: 3 clusters Score -1875197 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 13539 members 
Entering Unmasked Estep 
Score: -1875199.125000 Penalty: 3117.330566
	Iteration 75Q: 3 clusters Score -1875199 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 13544 members 
Entering Unmasked Estep 
Score: -1875199.250000 Penalty: 3117.330566
	Iteration 76Q: 3 clusters Score -1875199 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 13550 members 
Entering Unmasked Estep 
Score: -1875199.500000 Penalty: 3117.330566
	Iteration 77Q: 3 clusters Score -1875200 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 13560 members 
Entering Unmasked Estep 
Score: -1875202.375000 Penalty: 3117.330566
	Iteration 78Q: 3 clusters Score -1875202 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 13574 members 
Entering Unmasked Estep 
Score: -1875208.625000 Penalty: 3117.330566
	Iteration 79Q: 3 clusters Score -1875209 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 13587 members 
Entering Unmasked Estep 
Score: -1875211.625000 Penalty: 3117.330566
	Iteration 80F: 3 clusters Score -1875212 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 13594 members 
Entering Unmasked Estep 
Score: -1875211.875000 Penalty: 3117.330566
	Iteration 81Q: 3 clusters Score -1875212 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 13598 members 
Entering Unmasked Estep 
Score: -1875212.625000 Penalty: 3117.330566
	Iteration 82Q: 3 clusters Score -1875213 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 13603 members 
Entering Unmasked Estep 
Score: -1875213.625000 Penalty: 3117.330566
	Iteration 83Q: 3 clusters Score -1875214 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 13607 members 
Entering Unmasked Estep 
Score: -1875213.750000 Penalty: 3117.330566
	Iteration 84Q: 3 clusters Score -1875214 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 13614 members 
Entering Unmasked Estep 
Score: -1875217.375000 Penalty: 3117.330566
	Iteration 85Q: 3 clusters Score -1875217 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 13626 members 
Entering Unmasked Estep 
Score: -1875221.750000 Penalty: 3117.330566
	Iteration 86Q: 3 clusters Score -1875222 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 13631 members 
Entering Unmasked Estep 
Score: -1875221.125000 Penalty: 3117.330566
	Iteration 87Q: 3 clusters Score -1875221 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 13637 members 
Entering Unmasked Estep 
Score: -1875225.625000 Penalty: 3117.330566
	Iteration 88Q: 3 clusters Score -1875226 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 13644 members 
Entering Unmasked Estep 
Score: -1875226.500000 Penalty: 3117.330566
	Iteration 89Q: 3 clusters Score -1875226 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 13647 members 
Entering Unmasked Estep 
Score: -1875228.250000 Penalty: 3117.330566
	Iteration 90Q: 3 clusters Score -1875228 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 13653 members 
Entering Unmasked Estep 
Score: -1875228.875000 Penalty: 3117.330566
	Iteration 91Q: 3 clusters Score -1875229 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 13655 members 
Entering Unmasked Estep 
Score: -1875229.500000 Penalty: 3117.330566
	Iteration 92Q: 3 clusters Score -1875230 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 13657 members 
Entering Unmasked Estep 
Score: -1875231.125000 Penalty: 3117.330566
	Iteration 93Q: 3 clusters Score -1875231 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 13659 members 
Entering Unmasked Estep 
Score: -1875230.625000 Penalty: 3117.330566
	Iteration 94Q: 3 clusters Score -1875231 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 13662 members 
Entering Unmasked Estep 
Score: -1875231.250000 Penalty: 3117.330566
	Iteration 95Q: 3 clusters Score -1875231 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 13663 members 
Entering Unmasked Estep 
Score: -1875229.000000 Penalty: 3117.330566
	Iteration 96Q: 3 clusters Score -1875229 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 13663 members 
Entering Unmasked Estep 
Score: -1875229.000000 Penalty: 3117.330566
	Iteration 97F: 3 clusters Score -1875229 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (10645 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10645 members 
Entering Unmasked Estep 
Score: -1342850.250000 Penalty: 1506.837402
	Iteration 0F: 2 clusters Score -1342850 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 5259 members 
Entering Unmasked Estep 
Score: -1335345.875000 Penalty: 3013.674805
	Iteration 0F: 3 clusters Score -1335346 nChanged 4571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5457 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -1338151.875000 Penalty: 3013.674805
	Iteration 1F: 3 clusters Score -1338152 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5348 members 
Mstep: Class 2 contains 5297 members 
Entering Unmasked Estep 
Score: -1338908.000000 Penalty: 3013.674805
	Iteration 2F: 3 clusters Score -1338908 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 5593 members 
Entering Unmasked Estep 
Score: -1339602.375000 Penalty: 3013.674805
	Iteration 3F: 3 clusters Score -1339602 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 5973 members 
Entering Unmasked Estep 
Score: -1340247.250000 Penalty: 3013.674805
	Iteration 4F: 3 clusters Score -1340247 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 6398 members 
Entering Unmasked Estep 
Score: -1340793.750000 Penalty: 3013.674805
	Iteration 5F: 3 clusters Score -1340794 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 6781 members 
Entering Unmasked Estep 
Score: -1341242.375000 Penalty: 3013.674805
	Iteration 6F: 3 clusters Score -1341242 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 7172 members 
Entering Unmasked Estep 
Score: -1341662.500000 Penalty: 3013.674805
	Iteration 7Q: 3 clusters Score -1341662 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 7513 members 
Entering Unmasked Estep 
Score: -1341963.375000 Penalty: 3013.674805
	Iteration 8Q: 3 clusters Score -1341963 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 7811 members 
Entering Unmasked Estep 
Score: -1342196.625000 Penalty: 3013.674805
	Iteration 9Q: 3 clusters Score -1342197 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 8070 members 
Entering Unmasked Estep 
Score: -1342393.750000 Penalty: 3013.674805
	Iteration 10Q: 3 clusters Score -1342394 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 8306 members 
Entering Unmasked Estep 
Score: -1342571.125000 Penalty: 3013.674805
	Iteration 11Q: 3 clusters Score -1342571 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 8534 members 
Entering Unmasked Estep 
Score: -1342751.125000 Penalty: 3013.674805
	Iteration 12Q: 3 clusters Score -1342751 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 8749 members 
Entering Unmasked Estep 
Score: -1342886.125000 Penalty: 3013.674805
	Iteration 13Q: 3 clusters Score -1342886 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 8902 members 
Entering Unmasked Estep 
Score: -1342983.125000 Penalty: 3013.674805
	Iteration 14Q: 3 clusters Score -1342983 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 9035 members 
Entering Unmasked Estep 
Score: -1343068.125000 Penalty: 3013.674805
	Iteration 15Q: 3 clusters Score -1343068 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 9144 members 
Entering Unmasked Estep 
Score: -1343134.625000 Penalty: 3013.674805
	Iteration 16Q: 3 clusters Score -1343135 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 9243 members 
Entering Unmasked Estep 
Score: -1343197.750000 Penalty: 3013.674805
	Iteration 17Q: 3 clusters Score -1343198 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 9336 members 
Entering Unmasked Estep 
Score: -1343254.625000 Penalty: 3013.674805
	Iteration 18Q: 3 clusters Score -1343255 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 9396 members 
Entering Unmasked Estep 
Score: -1343290.250000 Penalty: 3013.674805
	Iteration 19Q: 3 clusters Score -1343290 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 9441 members 
Entering Unmasked Estep 
Score: -1343324.125000 Penalty: 3013.674805
	Iteration 20F: 3 clusters Score -1343324 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 9486 members 
Entering Unmasked Estep 
Score: -1343351.375000 Penalty: 3013.674805
	Iteration 21Q: 3 clusters Score -1343351 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 9521 members 
Entering Unmasked Estep 
Score: -1343368.125000 Penalty: 3013.674805
	Iteration 22Q: 3 clusters Score -1343368 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 9546 members 
Entering Unmasked Estep 
Score: -1343373.875000 Penalty: 3013.674805
	Iteration 23Q: 3 clusters Score -1343374 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 9568 members 
Entering Unmasked Estep 
Score: -1343381.000000 Penalty: 3013.674805
	Iteration 24Q: 3 clusters Score -1343381 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 9580 members 
Entering Unmasked Estep 
Score: -1343384.625000 Penalty: 3013.674805
	Iteration 25Q: 3 clusters Score -1343385 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 9584 members 
Entering Unmasked Estep 
Score: -1343388.250000 Penalty: 3013.674805
	Iteration 26Q: 3 clusters Score -1343388 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 9587 members 
Entering Unmasked Estep 
Score: -1343387.375000 Penalty: 3013.674805
	Iteration 27Q: 3 clusters Score -1343387 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 9592 members 
Entering Unmasked Estep 
Score: -1343389.375000 Penalty: 3013.674805
	Iteration 28Q: 3 clusters Score -1343389 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 9594 members 
Entering Unmasked Estep 
Score: -1343390.750000 Penalty: 3013.674805
	Iteration 29Q: 3 clusters Score -1343391 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 9601 members 
Entering Unmasked Estep 
Score: -1343393.625000 Penalty: 3013.674805
	Iteration 30Q: 3 clusters Score -1343394 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 9603 members 
Entering Unmasked Estep 
Score: -1343393.625000 Penalty: 3013.674805
	Iteration 31Q: 3 clusters Score -1343394 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 9607 members 
Entering Unmasked Estep 
Score: -1343396.250000 Penalty: 3013.674805
	Iteration 32Q: 3 clusters Score -1343396 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 9613 members 
Entering Unmasked Estep 
Score: -1343397.375000 Penalty: 3013.674805
	Iteration 33Q: 3 clusters Score -1343397 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 9615 members 
Entering Unmasked Estep 
Score: -1343398.125000 Penalty: 3013.674805
	Iteration 34Q: 3 clusters Score -1343398 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 9617 members 
Entering Unmasked Estep 
Score: -1343401.375000 Penalty: 3013.674805
	Iteration 35Q: 3 clusters Score -1343401 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 9618 members 
Entering Unmasked Estep 
Score: -1343400.375000 Penalty: 3013.674805
	Iteration 36Q: 3 clusters Score -1343400 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 9621 members 
Entering Unmasked Estep 
Score: -1343400.625000 Penalty: 3013.674805
	Iteration 37Q: 3 clusters Score -1343401 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 9623 members 
Entering Unmasked Estep 
Score: -1343401.000000 Penalty: 3013.674805
	Iteration 38Q: 3 clusters Score -1343401 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 9625 members 
Entering Unmasked Estep 
Score: -1343400.375000 Penalty: 3013.674805
	Iteration 39Q: 3 clusters Score -1343400 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 9627 members 
Entering Unmasked Estep 
Score: -1343401.875000 Penalty: 3013.674805
	Iteration 40F: 3 clusters Score -1343402 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 9630 members 
Entering Unmasked Estep 
Score: -1343403.750000 Penalty: 3013.674805
	Iteration 41Q: 3 clusters Score -1343404 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 9634 members 
Entering Unmasked Estep 
Score: -1343405.500000 Penalty: 3013.674805
	Iteration 42Q: 3 clusters Score -1343406 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 9638 members 
Entering Unmasked Estep 
Score: -1343404.125000 Penalty: 3013.674805
	Iteration 43Q: 3 clusters Score -1343404 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 9643 members 
Entering Unmasked Estep 
Score: -1343405.500000 Penalty: 3013.674805
	Iteration 44Q: 3 clusters Score -1343406 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 9649 members 
Entering Unmasked Estep 
Score: -1343407.500000 Penalty: 3013.674805
	Iteration 45Q: 3 clusters Score -1343408 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 9657 members 
Entering Unmasked Estep 
Score: -1343410.500000 Penalty: 3013.674805
	Iteration 46Q: 3 clusters Score -1343410 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 9660 members 
Entering Unmasked Estep 
Score: -1343410.375000 Penalty: 3013.674805
	Iteration 47Q: 3 clusters Score -1343410 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 9661 members 
Entering Unmasked Estep 
Score: -1343413.250000 Penalty: 3013.674805
	Iteration 48Q: 3 clusters Score -1343413 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 9665 members 
Entering Unmasked Estep 
Score: -1343412.875000 Penalty: 3013.674805
	Iteration 49Q: 3 clusters Score -1343413 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 9669 members 
Entering Unmasked Estep 
Score: -1343414.750000 Penalty: 3013.674805
	Iteration 50Q: 3 clusters Score -1343415 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 9673 members 
Entering Unmasked Estep 
Score: -1343414.625000 Penalty: 3013.674805
	Iteration 51Q: 3 clusters Score -1343415 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 9677 members 
Entering Unmasked Estep 
Score: -1343416.250000 Penalty: 3013.674805
	Iteration 52Q: 3 clusters Score -1343416 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 9678 members 
Entering Unmasked Estep 
Score: -1343416.000000 Penalty: 3013.674805
	Iteration 53Q: 3 clusters Score -1343416 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 9678 members 
Entering Unmasked Estep 
Score: -1343416.000000 Penalty: 3013.674805
	Iteration 54F: 3 clusters Score -1343416 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 8899 members 
Mstep: Class 3 contains 101368 members 
Mstep: Class 4 contains 10469 members 
Mstep: Class 5 contains 2248 members 
Mstep: Class 6 contains 34407 members 
Mstep: Class 7 contains 15529 members 
Mstep: Class 8 contains 8115 members 
Mstep: Class 9 contains 18238 members 
Mstep: Class 10 contains 8138 members 
Mstep: Class 11 contains 4836 members 
Mstep: Class 12 contains 3231 members 
Mstep: Class 13 contains 17945 members 
Mstep: Class 14 contains 38135 members 
Mstep: Class 15 contains 42394 members 
Mstep: Class 16 contains 3805 members 
Mstep: Class 17 contains 5802 members 
Mstep: Class 18 contains 47588 members 
Mstep: Class 19 contains 3309 members 
Mstep: Class 20 contains 3001 members 
Mstep: Class 21 contains 1101 members 
Mstep: Class 22 contains 3337 members 
Mstep: Class 23 contains 44432 members 
Mstep: Class 24 contains 13219 members 
Mstep: Class 25 contains 12662 members 
Mstep: Class 26 contains 2986 members 
Mstep: Class 27 contains 9499 members 
Mstep: Class 28 contains 2323 members 
Mstep: Class 29 contains 25573 members 
Mstep: Class 30 contains 38840 members 
Mstep: Class 31 contains 4868 members 
Mstep: Class 32 contains 23785 members 
Mstep: Class 33 contains 12693 members 
Mstep: Class 34 contains 6257 members 
Mstep: Class 35 contains 4372 members 
Mstep: Class 36 contains 2378 members 
Mstep: Class 37 contains 17619 members 
Mstep: Class 38 contains 8606 members 
Mstep: Class 39 contains 4911 members 
Mstep: Class 40 contains 14644 members 
Mstep: Class 41 contains 967 members 
Mstep: Class 42 contains 13042 members 
Mstep: Class 43 contains 144223 members 
Mstep: Class 44 contains 18997 members 
Mstep: Class 45 contains 1655 members 
Mstep: Class 46 contains 9678 members 
Entering Unmasked Estep 
Score: -100303864.000000 Penalty: 101793.265625
Splitting cluster 41 changes total score from -100303976.000000 to -100303864.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 42 (13042 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13042 members 
Entering Unmasked Estep 
Score: -1667670.625000 Penalty: 1539.838623
	Iteration 0F: 2 clusters Score -1667671 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6546 members 
Mstep: Class 2 contains 6496 members 
Entering Unmasked Estep 
Score: -1658498.500000 Penalty: 3079.677246
	Iteration 0F: 3 clusters Score -1658498 nChanged 5787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6569 members 
Mstep: Class 2 contains 6473 members 
Entering Unmasked Estep 
Score: -1661566.875000 Penalty: 3079.677246
	Iteration 1F: 3 clusters Score -1661567 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6581 members 
Mstep: Class 2 contains 6461 members 
Entering Unmasked Estep 
Score: -1661876.500000 Penalty: 3079.677246
	Iteration 2F: 3 clusters Score -1661876 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6574 members 
Mstep: Class 2 contains 6468 members 
Entering Unmasked Estep 
Score: -1662129.125000 Penalty: 3079.677246
	Iteration 3F: 3 clusters Score -1662129 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6571 members 
Mstep: Class 2 contains 6471 members 
Entering Unmasked Estep 
Score: -1662340.625000 Penalty: 3079.677246
	Iteration 4Q: 3 clusters Score -1662341 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6622 members 
Mstep: Class 2 contains 6420 members 
Entering Unmasked Estep 
Score: -1662549.625000 Penalty: 3079.677246
	Iteration 5Q: 3 clusters Score -1662550 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6698 members 
Mstep: Class 2 contains 6344 members 
Entering Unmasked Estep 
Score: -1662794.000000 Penalty: 3079.677246
	Iteration 6Q: 3 clusters Score -1662794 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6797 members 
Mstep: Class 2 contains 6245 members 
Entering Unmasked Estep 
Score: -1663031.625000 Penalty: 3079.677246
	Iteration 7Q: 3 clusters Score -1663032 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6910 members 
Mstep: Class 2 contains 6132 members 
Entering Unmasked Estep 
Score: -1663223.375000 Penalty: 3079.677246
	Iteration 8Q: 3 clusters Score -1663223 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7032 members 
Mstep: Class 2 contains 6010 members 
Entering Unmasked Estep 
Score: -1663400.250000 Penalty: 3079.677246
	Iteration 9Q: 3 clusters Score -1663400 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7174 members 
Mstep: Class 2 contains 5868 members 
Entering Unmasked Estep 
Score: -1663556.750000 Penalty: 3079.677246
	Iteration 10Q: 3 clusters Score -1663557 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7346 members 
Mstep: Class 2 contains 5696 members 
Entering Unmasked Estep 
Score: -1663707.375000 Penalty: 3079.677246
	Iteration 11Q: 3 clusters Score -1663707 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7569 members 
Mstep: Class 2 contains 5473 members 
Entering Unmasked Estep 
Score: -1663818.750000 Penalty: 3079.677246
	Iteration 12Q: 3 clusters Score -1663819 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7827 members 
Mstep: Class 2 contains 5215 members 
Entering Unmasked Estep 
Score: -1663941.625000 Penalty: 3079.677246
	Iteration 13Q: 3 clusters Score -1663942 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8127 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -1664069.625000 Penalty: 3079.677246
	Iteration 14Q: 3 clusters Score -1664070 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8422 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -1664182.625000 Penalty: 3079.677246
	Iteration 15Q: 3 clusters Score -1664183 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8722 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -1664299.500000 Penalty: 3079.677246
	Iteration 16Q: 3 clusters Score -1664300 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9041 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -1664430.000000 Penalty: 3079.677246
	Iteration 17Q: 3 clusters Score -1664430 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9374 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -1664577.125000 Penalty: 3079.677246
	Iteration 18Q: 3 clusters Score -1664577 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9726 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -1664752.000000 Penalty: 3079.677246
	Iteration 19Q: 3 clusters Score -1664752 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10104 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -1664955.250000 Penalty: 3079.677246
	Iteration 20F: 3 clusters Score -1664955 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10456 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -1665147.125000 Penalty: 3079.677246
	Iteration 21Q: 3 clusters Score -1665147 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10801 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -1665364.125000 Penalty: 3079.677246
	Iteration 22Q: 3 clusters Score -1665364 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11131 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -1665593.750000 Penalty: 3079.677246
	Iteration 23Q: 3 clusters Score -1665594 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11393 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -1665769.000000 Penalty: 3079.677246
	Iteration 24Q: 3 clusters Score -1665769 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11612 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -1665905.625000 Penalty: 3079.677246
	Iteration 25Q: 3 clusters Score -1665906 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11792 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -1666033.750000 Penalty: 3079.677246
	Iteration 26Q: 3 clusters Score -1666034 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11935 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -1666130.500000 Penalty: 3079.677246
	Iteration 27Q: 3 clusters Score -1666130 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12042 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -1666208.625000 Penalty: 3079.677246
	Iteration 28Q: 3 clusters Score -1666209 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12121 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -1666264.500000 Penalty: 3079.677246
	Iteration 29Q: 3 clusters Score -1666264 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12178 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -1666308.250000 Penalty: 3079.677246
	Iteration 30Q: 3 clusters Score -1666308 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12225 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -1666345.875000 Penalty: 3079.677246
	Iteration 31Q: 3 clusters Score -1666346 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12266 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -1666381.000000 Penalty: 3079.677246
	Iteration 32Q: 3 clusters Score -1666381 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12300 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -1666397.000000 Penalty: 3079.677246
	Iteration 33Q: 3 clusters Score -1666397 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12324 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -1666411.375000 Penalty: 3079.677246
	Iteration 34Q: 3 clusters Score -1666411 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12343 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -1666429.250000 Penalty: 3079.677246
	Iteration 35Q: 3 clusters Score -1666429 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12367 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -1666449.000000 Penalty: 3079.677246
	Iteration 36Q: 3 clusters Score -1666449 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12384 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -1666467.875000 Penalty: 3079.677246
	Iteration 37Q: 3 clusters Score -1666468 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12398 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -1666475.625000 Penalty: 3079.677246
	Iteration 38Q: 3 clusters Score -1666476 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12418 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -1666488.625000 Penalty: 3079.677246
	Iteration 39Q: 3 clusters Score -1666489 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12434 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -1666495.375000 Penalty: 3079.677246
	Iteration 40F: 3 clusters Score -1666495 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12447 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -1666498.750000 Penalty: 3079.677246
	Iteration 41Q: 3 clusters Score -1666499 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12455 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -1666504.125000 Penalty: 3079.677246
	Iteration 42Q: 3 clusters Score -1666504 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12465 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -1666509.625000 Penalty: 3079.677246
	Iteration 43Q: 3 clusters Score -1666510 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12473 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -1666519.750000 Penalty: 3079.677246
	Iteration 44Q: 3 clusters Score -1666520 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12476 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -1666519.375000 Penalty: 3079.677246
	Iteration 45Q: 3 clusters Score -1666519 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12479 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -1666524.375000 Penalty: 3079.677246
	Iteration 46Q: 3 clusters Score -1666524 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12483 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -1666526.750000 Penalty: 3079.677246
	Iteration 47Q: 3 clusters Score -1666527 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12487 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -1666529.500000 Penalty: 3079.677246
	Iteration 48Q: 3 clusters Score -1666530 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12492 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -1666529.125000 Penalty: 3079.677246
	Iteration 49Q: 3 clusters Score -1666529 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12500 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -1666529.875000 Penalty: 3079.677246
	Iteration 50Q: 3 clusters Score -1666530 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12505 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -1666531.875000 Penalty: 3079.677246
	Iteration 51Q: 3 clusters Score -1666532 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12507 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -1666532.125000 Penalty: 3079.677246
	Iteration 52Q: 3 clusters Score -1666532 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12509 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -1666531.000000 Penalty: 3079.677246
	Iteration 53Q: 3 clusters Score -1666531 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12511 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -1666532.000000 Penalty: 3079.677246
	Iteration 54Q: 3 clusters Score -1666532 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12511 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -1666532.000000 Penalty: 3079.677246
	Iteration 55F: 3 clusters Score -1666532 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (144223 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144223 members 
Entering Unmasked Estep 
Score: -18547646.000000 Penalty: 1930.356323
	Iteration 0F: 2 clusters Score -1.854765e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71872 members 
Mstep: Class 2 contains 72351 members 
Entering Unmasked Estep 
Score: -18466710.000000 Penalty: 3860.712646
	Iteration 0F: 3 clusters Score -1.846671e+07 nChanged 69457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67781 members 
Mstep: Class 2 contains 76442 members 
Entering Unmasked Estep 
Score: -18507022.000000 Penalty: 3860.712646
	Iteration 1F: 3 clusters Score -1.850702e+07 nChanged 4287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65346 members 
Mstep: Class 2 contains 78877 members 
Entering Unmasked Estep 
Score: -18507974.000000 Penalty: 3860.712646
	Iteration 2Q: 3 clusters Score -1.850797e+07 nChanged 4972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61674 members 
Mstep: Class 2 contains 82549 members 
Entering Unmasked Estep 
Score: -18509444.000000 Penalty: 3860.712646
	Iteration 3Q: 3 clusters Score -1.850944e+07 nChanged 6288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56320 members 
Mstep: Class 2 contains 87903 members 
Entering Unmasked Estep 
Score: -18511826.000000 Penalty: 3860.712646
	Iteration 4Q: 3 clusters Score -1.851183e+07 nChanged 8204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48936 members 
Mstep: Class 2 contains 95287 members 
Entering Unmasked Estep 
Score: -18515626.000000 Penalty: 3860.712646
	Iteration 5F: 3 clusters Score -1.851563e+07 nChanged 9688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39936 members 
Mstep: Class 2 contains 104287 members 
Entering Unmasked Estep 
Score: -18521728.000000 Penalty: 3860.712646
	Iteration 6F: 3 clusters Score -1.852173e+07 nChanged 9980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30544 members 
Mstep: Class 2 contains 113679 members 
Entering Unmasked Estep 
Score: -18528884.000000 Penalty: 3860.712646
	Iteration 7F: 3 clusters Score -1.852888e+07 nChanged 8545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22529 members 
Mstep: Class 2 contains 121694 members 
Entering Unmasked Estep 
Score: -18535100.000000 Penalty: 3860.712646
	Iteration 8F: 3 clusters Score -1.85351e+07 nChanged 6333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16758 members 
Mstep: Class 2 contains 127465 members 
Entering Unmasked Estep 
Score: -18538826.000000 Penalty: 3860.712646
	Iteration 9Q: 3 clusters Score -1.853883e+07 nChanged 4407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12785 members 
Mstep: Class 2 contains 131438 members 
Entering Unmasked Estep 
Score: -18541126.000000 Penalty: 3860.712646
	Iteration 10Q: 3 clusters Score -1.854113e+07 nChanged 3108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10005 members 
Mstep: Class 2 contains 134218 members 
Entering Unmasked Estep 
Score: -18542490.000000 Penalty: 3860.712646
	Iteration 11Q: 3 clusters Score -1.854249e+07 nChanged 2196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7989 members 
Mstep: Class 2 contains 136234 members 
Entering Unmasked Estep 
Score: -18543292.000000 Penalty: 3860.712646
	Iteration 12Q: 3 clusters Score -1.854329e+07 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6421 members 
Mstep: Class 2 contains 137802 members 
Entering Unmasked Estep 
Score: -18543790.000000 Penalty: 3860.712646
	Iteration 13Q: 3 clusters Score -1.854379e+07 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 139129 members 
Entering Unmasked Estep 
Score: -18544258.000000 Penalty: 3860.712646
	Iteration 14Q: 3 clusters Score -1.854426e+07 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 140202 members 
Entering Unmasked Estep 
Score: -18544696.000000 Penalty: 3860.712646
	Iteration 15Q: 3 clusters Score -1.85447e+07 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 141060 members 
Entering Unmasked Estep 
Score: -18544982.000000 Penalty: 3860.712646
	Iteration 16Q: 3 clusters Score -1.854498e+07 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 141766 members 
Entering Unmasked Estep 
Score: -18545220.000000 Penalty: 3860.712646
	Iteration 17Q: 3 clusters Score -1.854522e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 142291 members 
Entering Unmasked Estep 
Score: -18545438.000000 Penalty: 3860.712646
	Iteration 18Q: 3 clusters Score -1.854544e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 142665 members 
Entering Unmasked Estep 
Score: -18545630.000000 Penalty: 3860.712646
	Iteration 19Q: 3 clusters Score -1.854563e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 142944 members 
Entering Unmasked Estep 
Score: -18545776.000000 Penalty: 3860.712646
	Iteration 20F: 3 clusters Score -1.854578e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 143127 members 
Entering Unmasked Estep 
Score: -18545842.000000 Penalty: 3860.712646
	Iteration 21Q: 3 clusters Score -1.854584e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 143266 members 
Entering Unmasked Estep 
Score: -18545912.000000 Penalty: 3860.712646
	Iteration 22Q: 3 clusters Score -1.854591e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 143381 members 
Entering Unmasked Estep 
Score: -18545928.000000 Penalty: 3860.712646
	Iteration 23Q: 3 clusters Score -1.854593e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 143466 members 
Entering Unmasked Estep 
Score: -18545958.000000 Penalty: 3860.712646
	Iteration 24Q: 3 clusters Score -1.854596e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 143527 members 
Entering Unmasked Estep 
Score: -18545990.000000 Penalty: 3860.712646
	Iteration 25Q: 3 clusters Score -1.854599e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 143564 members 
Entering Unmasked Estep 
Score: -18545990.000000 Penalty: 3860.712646
	Iteration 26Q: 3 clusters Score -1.854599e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 143590 members 
Entering Unmasked Estep 
Score: -18546006.000000 Penalty: 3860.712646
	Iteration 27Q: 3 clusters Score -1.854601e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 143621 members 
Entering Unmasked Estep 
Score: -18546026.000000 Penalty: 3860.712646
	Iteration 28Q: 3 clusters Score -1.854603e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 143647 members 
Entering Unmasked Estep 
Score: -18546048.000000 Penalty: 3860.712646
	Iteration 29Q: 3 clusters Score -1.854605e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 143672 members 
Entering Unmasked Estep 
Score: -18546030.000000 Penalty: 3860.712646
	Iteration 30Q: 3 clusters Score -1.854603e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 143685 members 
Entering Unmasked Estep 
Score: -18546054.000000 Penalty: 3860.712646
	Iteration 31Q: 3 clusters Score -1.854605e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 143695 members 
Entering Unmasked Estep 
Score: -18546068.000000 Penalty: 3860.712646
	Iteration 32Q: 3 clusters Score -1.854607e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 143703 members 
Entering Unmasked Estep 
Score: -18546074.000000 Penalty: 3860.712646
	Iteration 33Q: 3 clusters Score -1.854607e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 143716 members 
Entering Unmasked Estep 
Score: -18546080.000000 Penalty: 3860.712646
	Iteration 34Q: 3 clusters Score -1.854608e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 143726 members 
Entering Unmasked Estep 
Score: -18546078.000000 Penalty: 3860.712646
	Iteration 35Q: 3 clusters Score -1.854608e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 143737 members 
Entering Unmasked Estep 
Score: -18546076.000000 Penalty: 3860.712646
	Iteration 36Q: 3 clusters Score -1.854608e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 143749 members 
Entering Unmasked Estep 
Score: -18546076.000000 Penalty: 3860.712646
	Iteration 37Q: 3 clusters Score -1.854608e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 143757 members 
Entering Unmasked Estep 
Score: -18546072.000000 Penalty: 3860.712646
	Iteration 38Q: 3 clusters Score -1.854607e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 143763 members 
Entering Unmasked Estep 
Score: -18546090.000000 Penalty: 3860.712646
	Iteration 39Q: 3 clusters Score -1.854609e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 143765 members 
Entering Unmasked Estep 
Score: -18546074.000000 Penalty: 3860.712646
	Iteration 40F: 3 clusters Score -1.854607e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 143769 members 
Entering Unmasked Estep 
Score: -18546082.000000 Penalty: 3860.712646
	Iteration 41Q: 3 clusters Score -1.854608e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 143774 members 
Entering Unmasked Estep 
Score: -18546076.000000 Penalty: 3860.712646
	Iteration 42Q: 3 clusters Score -1.854608e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 143776 members 
Entering Unmasked Estep 
Score: -18546086.000000 Penalty: 3860.712646
	Iteration 43Q: 3 clusters Score -1.854609e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 143777 members 
Entering Unmasked Estep 
Score: -18546072.000000 Penalty: 3860.712646
	Iteration 44Q: 3 clusters Score -1.854607e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 143778 members 
Entering Unmasked Estep 
Score: -18546086.000000 Penalty: 3860.712646
	Iteration 45Q: 3 clusters Score -1.854609e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 143781 members 
Entering Unmasked Estep 
Score: -18546090.000000 Penalty: 3860.712646
	Iteration 46Q: 3 clusters Score -1.854609e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 143780 members 
Entering Unmasked Estep 
Score: -18546074.000000 Penalty: 3860.712646
	Iteration 47Q: 3 clusters Score -1.854607e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 143780 members 
Entering Unmasked Estep 
Score: -18546076.000000 Penalty: 3860.712646
	Iteration 48Q: 3 clusters Score -1.854608e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 143781 members 
Entering Unmasked Estep 
Score: -18546080.000000 Penalty: 3860.712646
	Iteration 49Q: 3 clusters Score -1.854608e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 143782 members 
Entering Unmasked Estep 
Score: -18546078.000000 Penalty: 3860.712646
	Iteration 50Q: 3 clusters Score -1.854608e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 143782 members 
Entering Unmasked Estep 
Score: -18546078.000000 Penalty: 3860.712646
	Iteration 51F: 3 clusters Score -1.854608e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 8899 members 
Mstep: Class 3 contains 101368 members 
Mstep: Class 4 contains 10469 members 
Mstep: Class 5 contains 2248 members 
Mstep: Class 6 contains 34407 members 
Mstep: Class 7 contains 15529 members 
Mstep: Class 8 contains 8115 members 
Mstep: Class 9 contains 18238 members 
Mstep: Class 10 contains 8138 members 
Mstep: Class 11 contains 4836 members 
Mstep: Class 12 contains 3231 members 
Mstep: Class 13 contains 17945 members 
Mstep: Class 14 contains 38135 members 
Mstep: Class 15 contains 42394 members 
Mstep: Class 16 contains 3805 members 
Mstep: Class 17 contains 5802 members 
Mstep: Class 18 contains 47588 members 
Mstep: Class 19 contains 3309 members 
Mstep: Class 20 contains 3001 members 
Mstep: Class 21 contains 1101 members 
Mstep: Class 22 contains 3337 members 
Mstep: Class 23 contains 44432 members 
Mstep: Class 24 contains 13219 members 
Mstep: Class 25 contains 12662 members 
Mstep: Class 26 contains 2986 members 
Mstep: Class 27 contains 9499 members 
Mstep: Class 28 contains 2323 members 
Mstep: Class 29 contains 25573 members 
Mstep: Class 30 contains 38840 members 
Mstep: Class 31 contains 4868 members 
Mstep: Class 32 contains 23785 members 
Mstep: Class 33 contains 12693 members 
Mstep: Class 34 contains 6257 members 
Mstep: Class 35 contains 4372 members 
Mstep: Class 36 contains 2378 members 
Mstep: Class 37 contains 17619 members 
Mstep: Class 38 contains 8606 members 
Mstep: Class 39 contains 4911 members 
Mstep: Class 40 contains 14644 members 
Mstep: Class 41 contains 10645 members 
Mstep: Class 42 contains 13042 members 
Mstep: Class 43 contains 144223 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100306184.000000 Penalty: 99580.367188
Iteration 159Q: 46 clusters Score -1.003062e+08 nChanged 3500
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 8900 members 
Mstep: Class 3 contains 101255 members 
Mstep: Class 4 contains 10469 members 
Mstep: Class 5 contains 2248 members 
Mstep: Class 6 contains 34835 members 
Mstep: Class 7 contains 15537 members 
Mstep: Class 8 contains 8115 members 
Mstep: Class 9 contains 18240 members 
Mstep: Class 10 contains 8285 members 
Mstep: Class 11 contains 5032 members 
Mstep: Class 12 contains 3231 members 
Mstep: Class 13 contains 17951 members 
Mstep: Class 14 contains 38135 members 
Mstep: Class 15 contains 42397 members 
Mstep: Class 16 contains 3804 members 
Mstep: Class 17 contains 5801 members 
Mstep: Class 18 contains 47583 members 
Mstep: Class 19 contains 3310 members 
Mstep: Class 20 contains 3008 members 
Mstep: Class 21 contains 1101 members 
Mstep: Class 22 contains 3342 members 
Mstep: Class 23 contains 44739 members 
Mstep: Class 24 contains 13163 members 
Mstep: Class 25 contains 12662 members 
Mstep: Class 26 contains 2967 members 
Mstep: Class 27 contains 9700 members 
Mstep: Class 28 contains 2323 members 
Mstep: Class 29 contains 25573 members 
Mstep: Class 30 contains 38836 members 
Mstep: Class 31 contains 4857 members 
Mstep: Class 32 contains 23783 members 
Mstep: Class 33 contains 12629 members 
Mstep: Class 34 contains 6243 members 
Mstep: Class 35 contains 4371 members 
Mstep: Class 36 contains 2379 members 
Mstep: Class 37 contains 17614 members 
Mstep: Class 38 contains 8607 members 
Mstep: Class 39 contains 4913 members 
Mstep: Class 40 contains 14645 members 
Mstep: Class 41 contains 10704 members 
Mstep: Class 42 contains 13054 members 
Mstep: Class 43 contains 144271 members 
Mstep: Class 44 contains 17860 members 
Mstep: Class 45 contains 1652 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100308288.000000 Penalty: 99580.367188
Iteration 160F: 46 clusters Score -1.003083e+08 nChanged 3171
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 8903 members 
Mstep: Class 3 contains 101175 members 
Mstep: Class 4 contains 10470 members 
Mstep: Class 5 contains 2250 members 
Mstep: Class 6 contains 34740 members 
Mstep: Class 7 contains 15341 members 
Mstep: Class 8 contains 8115 members 
Mstep: Class 9 contains 18241 members 
Mstep: Class 10 contains 8423 members 
Mstep: Class 11 contains 5105 members 
Mstep: Class 12 contains 3231 members 
Mstep: Class 13 contains 17947 members 
Mstep: Class 14 contains 38142 members 
Mstep: Class 15 contains 42255 members 
Mstep: Class 16 contains 3802 members 
Mstep: Class 17 contains 5801 members 
Mstep: Class 18 contains 47579 members 
Mstep: Class 19 contains 3315 members 
Mstep: Class 20 contains 3016 members 
Mstep: Class 21 contains 1101 members 
Mstep: Class 22 contains 3336 members 
Mstep: Class 23 contains 44634 members 
Mstep: Class 24 contains 13129 members 
Mstep: Class 25 contains 12662 members 
Mstep: Class 26 contains 2949 members 
Mstep: Class 27 contains 9706 members 
Mstep: Class 28 contains 2323 members 
Mstep: Class 29 contains 25576 members 
Mstep: Class 30 contains 38784 members 
Mstep: Class 31 contains 4849 members 
Mstep: Class 32 contains 23777 members 
Mstep: Class 33 contains 12585 members 
Mstep: Class 34 contains 6236 members 
Mstep: Class 35 contains 4375 members 
Mstep: Class 36 contains 2379 members 
Mstep: Class 37 contains 17620 members 
Mstep: Class 38 contains 8607 members 
Mstep: Class 39 contains 4913 members 
Mstep: Class 40 contains 14642 members 
Mstep: Class 41 contains 10721 members 
Mstep: Class 42 contains 13067 members 
Mstep: Class 43 contains 144241 members 
Mstep: Class 44 contains 18257 members 
Mstep: Class 45 contains 1804 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100308960.000000 Penalty: 99580.367188
Iteration 161Q: 46 clusters Score -1.00309e+08 nChanged 2234
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 8908 members 
Mstep: Class 3 contains 101083 members 
Mstep: Class 4 contains 10469 members 
Mstep: Class 5 contains 2251 members 
Mstep: Class 6 contains 34687 members 
Mstep: Class 7 contains 15170 members 
Mstep: Class 8 contains 8115 members 
Mstep: Class 9 contains 18242 members 
Mstep: Class 10 contains 8599 members 
Mstep: Class 11 contains 5210 members 
Mstep: Class 12 contains 3231 members 
Mstep: Class 13 contains 17947 members 
Mstep: Class 14 contains 38145 members 
Mstep: Class 15 contains 42102 members 
Mstep: Class 16 contains 3802 members 
Mstep: Class 17 contains 5795 members 
Mstep: Class 18 contains 47574 members 
Mstep: Class 19 contains 3317 members 
Mstep: Class 20 contains 3026 members 
Mstep: Class 21 contains 1101 members 
Mstep: Class 22 contains 3335 members 
Mstep: Class 23 contains 44543 members 
Mstep: Class 24 contains 13103 members 
Mstep: Class 25 contains 12661 members 
Mstep: Class 26 contains 2939 members 
Mstep: Class 27 contains 9757 members 
Mstep: Class 28 contains 2325 members 
Mstep: Class 29 contains 25585 members 
Mstep: Class 30 contains 38763 members 
Mstep: Class 31 contains 4834 members 
Mstep: Class 32 contains 23775 members 
Mstep: Class 33 contains 12539 members 
Mstep: Class 34 contains 6225 members 
Mstep: Class 35 contains 4381 members 
Mstep: Class 36 contains 2379 members 
Mstep: Class 37 contains 17627 members 
Mstep: Class 38 contains 8616 members 
Mstep: Class 39 contains 4914 members 
Mstep: Class 40 contains 14642 members 
Mstep: Class 41 contains 10732 members 
Mstep: Class 42 contains 13076 members 
Mstep: Class 43 contains 144237 members 
Mstep: Class 44 contains 18429 members 
Mstep: Class 45 contains 1933 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100309640.000000 Penalty: 99580.367188
Iteration 162Q: 46 clusters Score -1.003096e+08 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 8912 members 
Mstep: Class 3 contains 101012 members 
Mstep: Class 4 contains 10467 members 
Mstep: Class 5 contains 2252 members 
Mstep: Class 6 contains 34642 members 
Mstep: Class 7 contains 14998 members 
Mstep: Class 8 contains 8115 members 
Mstep: Class 9 contains 18235 members 
Mstep: Class 10 contains 8752 members 
Mstep: Class 11 contains 5327 members 
Mstep: Class 12 contains 3231 members 
Mstep: Class 13 contains 17944 members 
Mstep: Class 14 contains 38148 members 
Mstep: Class 15 contains 41951 members 
Mstep: Class 16 contains 3796 members 
Mstep: Class 17 contains 5790 members 
Mstep: Class 18 contains 47571 members 
Mstep: Class 19 contains 3318 members 
Mstep: Class 20 contains 3039 members 
Mstep: Class 21 contains 1101 members 
Mstep: Class 22 contains 3337 members 
Mstep: Class 23 contains 44445 members 
Mstep: Class 24 contains 13084 members 
Mstep: Class 25 contains 12662 members 
Mstep: Class 26 contains 2937 members 
Mstep: Class 27 contains 9801 members 
Mstep: Class 28 contains 2327 members 
Mstep: Class 29 contains 25587 members 
Mstep: Class 30 contains 38768 members 
Mstep: Class 31 contains 4821 members 
Mstep: Class 32 contains 23770 members 
Mstep: Class 33 contains 12496 members 
Mstep: Class 34 contains 6216 members 
Mstep: Class 35 contains 4390 members 
Mstep: Class 36 contains 2379 members 
Mstep: Class 37 contains 17630 members 
Mstep: Class 38 contains 8622 members 
Mstep: Class 39 contains 4917 members 
Mstep: Class 40 contains 14642 members 
Mstep: Class 41 contains 10745 members 
Mstep: Class 42 contains 13090 members 
Mstep: Class 43 contains 144255 members 
Mstep: Class 44 contains 18572 members 
Mstep: Class 45 contains 2030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100310328.000000 Penalty: 99580.367188
Iteration 163Q: 46 clusters Score -1.003103e+08 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 8915 members 
Mstep: Class 3 contains 100951 members 
Mstep: Class 4 contains 10459 members 
Mstep: Class 5 contains 2252 members 
Mstep: Class 6 contains 34600 members 
Mstep: Class 7 contains 14859 members 
Mstep: Class 8 contains 8115 members 
Mstep: Class 9 contains 18227 members 
Mstep: Class 10 contains 8864 members 
Mstep: Class 11 contains 5452 members 
Mstep: Class 12 contains 3231 members 
Mstep: Class 13 contains 17934 members 
Mstep: Class 14 contains 38149 members 
Mstep: Class 15 contains 41815 members 
Mstep: Class 16 contains 3795 members 
Mstep: Class 17 contains 5788 members 
Mstep: Class 18 contains 47567 members 
Mstep: Class 19 contains 3323 members 
Mstep: Class 20 contains 3048 members 
Mstep: Class 21 contains 1101 members 
Mstep: Class 22 contains 3336 members 
Mstep: Class 23 contains 44357 members 
Mstep: Class 24 contains 13074 members 
Mstep: Class 25 contains 12662 members 
Mstep: Class 26 contains 2929 members 
Mstep: Class 27 contains 9812 members 
Mstep: Class 28 contains 2328 members 
Mstep: Class 29 contains 25591 members 
Mstep: Class 30 contains 38785 members 
Mstep: Class 31 contains 4806 members 
Mstep: Class 32 contains 23767 members 
Mstep: Class 33 contains 12458 members 
Mstep: Class 34 contains 6203 members 
Mstep: Class 35 contains 4399 members 
Mstep: Class 36 contains 2378 members 
Mstep: Class 37 contains 17647 members 
Mstep: Class 38 contains 8625 members 
Mstep: Class 39 contains 4919 members 
Mstep: Class 40 contains 14641 members 
Mstep: Class 41 contains 10753 members 
Mstep: Class 42 contains 13102 members 
Mstep: Class 43 contains 144253 members 
Mstep: Class 44 contains 18737 members 
Mstep: Class 45 contains 2117 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100310568.000000 Penalty: 99580.367188
Iteration 164Q: 46 clusters Score -1.003106e+08 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 8917 members 
Mstep: Class 3 contains 100882 members 
Mstep: Class 4 contains 10459 members 
Mstep: Class 5 contains 2252 members 
Mstep: Class 6 contains 34556 members 
Mstep: Class 7 contains 14724 members 
Mstep: Class 8 contains 8115 members 
Mstep: Class 9 contains 18221 members 
Mstep: Class 10 contains 8958 members 
Mstep: Class 11 contains 5565 members 
Mstep: Class 12 contains 3231 members 
Mstep: Class 13 contains 17934 members 
Mstep: Class 14 contains 38150 members 
Mstep: Class 15 contains 41642 members 
Mstep: Class 16 contains 3792 members 
Mstep: Class 17 contains 5786 members 
Mstep: Class 18 contains 47566 members 
Mstep: Class 19 contains 3326 members 
Mstep: Class 20 contains 3056 members 
Mstep: Class 21 contains 1101 members 
Mstep: Class 22 contains 3335 members 
Mstep: Class 23 contains 44301 members 
Mstep: Class 24 contains 13067 members 
Mstep: Class 25 contains 12662 members 
Mstep: Class 26 contains 2933 members 
Mstep: Class 27 contains 9825 members 
Mstep: Class 28 contains 2330 members 
Mstep: Class 29 contains 25602 members 
Mstep: Class 30 contains 38820 members 
Mstep: Class 31 contains 4801 members 
Mstep: Class 32 contains 23762 members 
Mstep: Class 33 contains 12435 members 
Mstep: Class 34 contains 6193 members 
Mstep: Class 35 contains 4405 members 
Mstep: Class 36 contains 2378 members 
Mstep: Class 37 contains 17664 members 
Mstep: Class 38 contains 8629 members 
Mstep: Class 39 contains 4919 members 
Mstep: Class 40 contains 14643 members 
Mstep: Class 41 contains 10770 members 
Mstep: Class 42 contains 13111 members 
Mstep: Class 43 contains 144262 members 
Mstep: Class 44 contains 18865 members 
Mstep: Class 45 contains 2179 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100310568.000000 Penalty: 99580.367188
Iteration 165Q: 46 clusters Score -1.003106e+08 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 8919 members 
Mstep: Class 3 contains 100836 members 
Mstep: Class 4 contains 10463 members 
Mstep: Class 5 contains 2252 members 
Mstep: Class 6 contains 34505 members 
Mstep: Class 7 contains 14594 members 
Mstep: Class 8 contains 8115 members 
Mstep: Class 9 contains 18216 members 
Mstep: Class 10 contains 9042 members 
Mstep: Class 11 contains 5697 members 
Mstep: Class 12 contains 3231 members 
Mstep: Class 13 contains 17940 members 
Mstep: Class 14 contains 38152 members 
Mstep: Class 15 contains 41497 members 
Mstep: Class 16 contains 3790 members 
Mstep: Class 17 contains 5784 members 
Mstep: Class 18 contains 47561 members 
Mstep: Class 19 contains 3327 members 
Mstep: Class 20 contains 3061 members 
Mstep: Class 21 contains 1101 members 
Mstep: Class 22 contains 3331 members 
Mstep: Class 23 contains 44261 members 
Mstep: Class 24 contains 13055 members 
Mstep: Class 25 contains 12662 members 
Mstep: Class 26 contains 2929 members 
Mstep: Class 27 contains 9839 members 
Mstep: Class 28 contains 2331 members 
Mstep: Class 29 contains 25614 members 
Mstep: Class 30 contains 38832 members 
Mstep: Class 31 contains 4790 members 
Mstep: Class 32 contains 23761 members 
Mstep: Class 33 contains 12421 members 
Mstep: Class 34 contains 6185 members 
Mstep: Class 35 contains 4415 members 
Mstep: Class 36 contains 2379 members 
Mstep: Class 37 contains 17678 members 
Mstep: Class 38 contains 8629 members 
Mstep: Class 39 contains 4915 members 
Mstep: Class 40 contains 14644 members 
Mstep: Class 41 contains 10781 members 
Mstep: Class 42 contains 13124 members 
Mstep: Class 43 contains 144275 members 
Mstep: Class 44 contains 18949 members 
Mstep: Class 45 contains 2241 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100310440.000000 Penalty: 99580.367188
Iteration 166Q: 46 clusters Score -1.003104e+08 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 8918 members 
Mstep: Class 3 contains 100798 members 
Mstep: Class 4 contains 10462 members 
Mstep: Class 5 contains 2252 members 
Mstep: Class 6 contains 34471 members 
Mstep: Class 7 contains 14505 members 
Mstep: Class 8 contains 8114 members 
Mstep: Class 9 contains 18209 members 
Mstep: Class 10 contains 9109 members 
Mstep: Class 11 contains 5826 members 
Mstep: Class 12 contains 3231 members 
Mstep: Class 13 contains 17946 members 
Mstep: Class 14 contains 38154 members 
Mstep: Class 15 contains 41341 members 
Mstep: Class 16 contains 3789 members 
Mstep: Class 17 contains 5780 members 
Mstep: Class 18 contains 47557 members 
Mstep: Class 19 contains 3328 members 
Mstep: Class 20 contains 3064 members 
Mstep: Class 21 contains 1102 members 
Mstep: Class 22 contains 3328 members 
Mstep: Class 23 contains 44210 members 
Mstep: Class 24 contains 13050 members 
Mstep: Class 25 contains 12662 members 
Mstep: Class 26 contains 2928 members 
Mstep: Class 27 contains 9857 members 
Mstep: Class 28 contains 2331 members 
Mstep: Class 29 contains 25619 members 
Mstep: Class 30 contains 38848 members 
Mstep: Class 31 contains 4778 members 
Mstep: Class 32 contains 23762 members 
Mstep: Class 33 contains 12416 members 
Mstep: Class 34 contains 6178 members 
Mstep: Class 35 contains 4432 members 
Mstep: Class 36 contains 2380 members 
Mstep: Class 37 contains 17691 members 
Mstep: Class 38 contains 8628 members 
Mstep: Class 39 contains 4914 members 
Mstep: Class 40 contains 14642 members 
Mstep: Class 41 contains 10790 members 
Mstep: Class 42 contains 13134 members 
Mstep: Class 43 contains 144285 members 
Mstep: Class 44 contains 19006 members 
Mstep: Class 45 contains 2299 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100311080.000000 Penalty: 99580.367188
Iteration 167Q: 46 clusters Score -1.003111e+08 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 8918 members 
Mstep: Class 3 contains 100774 members 
Mstep: Class 4 contains 10461 members 
Mstep: Class 5 contains 2252 members 
Mstep: Class 6 contains 34433 members 
Mstep: Class 7 contains 14419 members 
Mstep: Class 8 contains 8114 members 
Mstep: Class 9 contains 18202 members 
Mstep: Class 10 contains 9172 members 
Mstep: Class 11 contains 5936 members 
Mstep: Class 12 contains 3231 members 
Mstep: Class 13 contains 17952 members 
Mstep: Class 14 contains 38148 members 
Mstep: Class 15 contains 41190 members 
Mstep: Class 16 contains 3789 members 
Mstep: Class 17 contains 5780 members 
Mstep: Class 18 contains 47552 members 
Mstep: Class 19 contains 3329 members 
Mstep: Class 20 contains 3073 members 
Mstep: Class 21 contains 1103 members 
Mstep: Class 22 contains 3329 members 
Mstep: Class 23 contains 44180 members 
Mstep: Class 24 contains 13047 members 
Mstep: Class 25 contains 12662 members 
Mstep: Class 26 contains 2927 members 
Mstep: Class 27 contains 9869 members 
Mstep: Class 28 contains 2331 members 
Mstep: Class 29 contains 25624 members 
Mstep: Class 30 contains 38838 members 
Mstep: Class 31 contains 4762 members 
Mstep: Class 32 contains 23757 members 
Mstep: Class 33 contains 12405 members 
Mstep: Class 34 contains 6171 members 
Mstep: Class 35 contains 4450 members 
Mstep: Class 36 contains 2381 members 
Mstep: Class 37 contains 17697 members 
Mstep: Class 38 contains 8632 members 
Mstep: Class 39 contains 4917 members 
Mstep: Class 40 contains 14640 members 
Mstep: Class 41 contains 10795 members 
Mstep: Class 42 contains 13141 members 
Mstep: Class 43 contains 144319 members 
Mstep: Class 44 contains 19062 members 
Mstep: Class 45 contains 2360 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100311136.000000 Penalty: 99580.367188
Iteration 168Q: 46 clusters Score -1.003111e+08 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 8919 members 
Mstep: Class 3 contains 100755 members 
Mstep: Class 4 contains 10461 members 
Mstep: Class 5 contains 2252 members 
Mstep: Class 6 contains 34391 members 
Mstep: Class 7 contains 14346 members 
Mstep: Class 8 contains 8113 members 
Mstep: Class 9 contains 18188 members 
Mstep: Class 10 contains 9219 members 
Mstep: Class 11 contains 6028 members 
Mstep: Class 12 contains 3231 members 
Mstep: Class 13 contains 17946 members 
Mstep: Class 14 contains 38145 members 
Mstep: Class 15 contains 41088 members 
Mstep: Class 16 contains 3785 members 
Mstep: Class 17 contains 5778 members 
Mstep: Class 18 contains 47545 members 
Mstep: Class 19 contains 3329 members 
Mstep: Class 20 contains 3077 members 
Mstep: Class 21 contains 1105 members 
Mstep: Class 22 contains 3328 members 
Mstep: Class 23 contains 44146 members 
Mstep: Class 24 contains 13042 members 
Mstep: Class 25 contains 12662 members 
Mstep: Class 26 contains 2928 members 
Mstep: Class 27 contains 9884 members 
Mstep: Class 28 contains 2331 members 
Mstep: Class 29 contains 25640 members 
Mstep: Class 30 contains 38832 members 
Mstep: Class 31 contains 4744 members 
Mstep: Class 32 contains 23757 members 
Mstep: Class 33 contains 12404 members 
Mstep: Class 34 contains 6163 members 
Mstep: Class 35 contains 4464 members 
Mstep: Class 36 contains 2379 members 
Mstep: Class 37 contains 17713 members 
Mstep: Class 38 contains 8636 members 
Mstep: Class 39 contains 4919 members 
Mstep: Class 40 contains 14635 members 
Mstep: Class 41 contains 10797 members 
Mstep: Class 42 contains 13146 members 
Mstep: Class 43 contains 144357 members 
Mstep: Class 44 contains 19106 members 
Mstep: Class 45 contains 2410 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100311408.000000 Penalty: 99580.367188
Iteration 169Q: 46 clusters Score -1.003114e+08 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 8917 members 
Mstep: Class 3 contains 100751 members 
Mstep: Class 4 contains 10459 members 
Mstep: Class 5 contains 2251 members 
Mstep: Class 6 contains 34335 members 
Mstep: Class 7 contains 14272 members 
Mstep: Class 8 contains 8112 members 
Mstep: Class 9 contains 18179 members 
Mstep: Class 10 contains 9261 members 
Mstep: Class 11 contains 6123 members 
Mstep: Class 12 contains 3231 members 
Mstep: Class 13 contains 17945 members 
Mstep: Class 14 contains 38139 members 
Mstep: Class 15 contains 40982 members 
Mstep: Class 16 contains 3786 members 
Mstep: Class 17 contains 5773 members 
Mstep: Class 18 contains 47537 members 
Mstep: Class 19 contains 3329 members 
Mstep: Class 20 contains 3086 members 
Mstep: Class 21 contains 1107 members 
Mstep: Class 22 contains 3328 members 
Mstep: Class 23 contains 44129 members 
Mstep: Class 24 contains 13039 members 
Mstep: Class 25 contains 12662 members 
Mstep: Class 26 contains 2925 members 
Mstep: Class 27 contains 9904 members 
Mstep: Class 28 contains 2331 members 
Mstep: Class 29 contains 25646 members 
Mstep: Class 30 contains 38832 members 
Mstep: Class 31 contains 4730 members 
Mstep: Class 32 contains 23760 members 
Mstep: Class 33 contains 12399 members 
Mstep: Class 34 contains 6159 members 
Mstep: Class 35 contains 4475 members 
Mstep: Class 36 contains 2379 members 
Mstep: Class 37 contains 17727 members 
Mstep: Class 38 contains 8639 members 
Mstep: Class 39 contains 4925 members 
Mstep: Class 40 contains 14631 members 
Mstep: Class 41 contains 10802 members 
Mstep: Class 42 contains 13148 members 
Mstep: Class 43 contains 144383 members 
Mstep: Class 44 contains 19153 members 
Mstep: Class 45 contains 2443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100311648.000000 Penalty: 99580.367188
Iteration 170Q: 46 clusters Score -1.003116e+08 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 8915 members 
Mstep: Class 3 contains 100744 members 
Mstep: Class 4 contains 10459 members 
Mstep: Class 5 contains 2252 members 
Mstep: Class 6 contains 34282 members 
Mstep: Class 7 contains 14225 members 
Mstep: Class 8 contains 8112 members 
Mstep: Class 9 contains 18170 members 
Mstep: Class 10 contains 9286 members 
Mstep: Class 11 contains 6206 members 
Mstep: Class 12 contains 3231 members 
Mstep: Class 13 contains 17954 members 
Mstep: Class 14 contains 38136 members 
Mstep: Class 15 contains 40898 members 
Mstep: Class 16 contains 3785 members 
Mstep: Class 17 contains 5771 members 
Mstep: Class 18 contains 47529 members 
Mstep: Class 19 contains 3330 members 
Mstep: Class 20 contains 3091 members 
Mstep: Class 21 contains 1108 members 
Mstep: Class 22 contains 3328 members 
Mstep: Class 23 contains 44109 members 
Mstep: Class 24 contains 13034 members 
Mstep: Class 25 contains 12662 members 
Mstep: Class 26 contains 2923 members 
Mstep: Class 27 contains 9916 members 
Mstep: Class 28 contains 2331 members 
Mstep: Class 29 contains 25648 members 
Mstep: Class 30 contains 38851 members 
Mstep: Class 31 contains 4719 members 
Mstep: Class 32 contains 23758 members 
Mstep: Class 33 contains 12385 members 
Mstep: Class 34 contains 6153 members 
Mstep: Class 35 contains 4476 members 
Mstep: Class 36 contains 2379 members 
Mstep: Class 37 contains 17734 members 
Mstep: Class 38 contains 8641 members 
Mstep: Class 39 contains 4928 members 
Mstep: Class 40 contains 14627 members 
Mstep: Class 41 contains 10806 members 
Mstep: Class 42 contains 13152 members 
Mstep: Class 43 contains 144405 members 
Mstep: Class 44 contains 19206 members 
Mstep: Class 45 contains 2469 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100311800.000000 Penalty: 99580.367188
Iteration 171Q: 46 clusters Score -1.003118e+08 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 8914 members 
Mstep: Class 3 contains 100743 members 
Mstep: Class 4 contains 10459 members 
Mstep: Class 5 contains 2251 members 
Mstep: Class 6 contains 34212 members 
Mstep: Class 7 contains 14175 members 
Mstep: Class 8 contains 8112 members 
Mstep: Class 9 contains 18167 members 
Mstep: Class 10 contains 9309 members 
Mstep: Class 11 contains 6291 members 
Mstep: Class 12 contains 3231 members 
Mstep: Class 13 contains 17953 members 
Mstep: Class 14 contains 38124 members 
Mstep: Class 15 contains 40804 members 
Mstep: Class 16 contains 3786 members 
Mstep: Class 17 contains 5772 members 
Mstep: Class 18 contains 47527 members 
Mstep: Class 19 contains 3329 members 
Mstep: Class 20 contains 3096 members 
Mstep: Class 21 contains 1108 members 
Mstep: Class 22 contains 3328 members 
Mstep: Class 23 contains 44095 members 
Mstep: Class 24 contains 13030 members 
Mstep: Class 25 contains 12662 members 
Mstep: Class 26 contains 2924 members 
Mstep: Class 27 contains 9928 members 
Mstep: Class 28 contains 2332 members 
Mstep: Class 29 contains 25657 members 
Mstep: Class 30 contains 38855 members 
Mstep: Class 31 contains 4725 members 
Mstep: Class 32 contains 23756 members 
Mstep: Class 33 contains 12382 members 
Mstep: Class 34 contains 6149 members 
Mstep: Class 35 contains 4479 members 
Mstep: Class 36 contains 2379 members 
Mstep: Class 37 contains 17741 members 
Mstep: Class 38 contains 8643 members 
Mstep: Class 39 contains 4929 members 
Mstep: Class 40 contains 14624 members 
Mstep: Class 41 contains 10811 members 
Mstep: Class 42 contains 13158 members 
Mstep: Class 43 contains 144419 members 
Mstep: Class 44 contains 19268 members 
Mstep: Class 45 contains 2487 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100311840.000000 Penalty: 99580.367188
Iteration 172Q: 46 clusters Score -1.003118e+08 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 8914 members 
Mstep: Class 3 contains 100739 members 
Mstep: Class 4 contains 10461 members 
Mstep: Class 5 contains 2250 members 
Mstep: Class 6 contains 34146 members 
Mstep: Class 7 contains 14138 members 
Mstep: Class 8 contains 8111 members 
Mstep: Class 9 contains 18167 members 
Mstep: Class 10 contains 9335 members 
Mstep: Class 11 contains 6352 members 
Mstep: Class 12 contains 3231 members 
Mstep: Class 13 contains 17952 members 
Mstep: Class 14 contains 38122 members 
Mstep: Class 15 contains 40729 members 
Mstep: Class 16 contains 3786 members 
Mstep: Class 17 contains 5775 members 
Mstep: Class 18 contains 47526 members 
Mstep: Class 19 contains 3330 members 
Mstep: Class 20 contains 3096 members 
Mstep: Class 21 contains 1108 members 
Mstep: Class 22 contains 3328 members 
Mstep: Class 23 contains 44096 members 
Mstep: Class 24 contains 13026 members 
Mstep: Class 25 contains 12663 members 
Mstep: Class 26 contains 2920 members 
Mstep: Class 27 contains 9939 members 
Mstep: Class 28 contains 2332 members 
Mstep: Class 29 contains 25661 members 
Mstep: Class 30 contains 38843 members 
Mstep: Class 31 contains 4721 members 
Mstep: Class 32 contains 23758 members 
Mstep: Class 33 contains 12382 members 
Mstep: Class 34 contains 6143 members 
Mstep: Class 35 contains 4484 members 
Mstep: Class 36 contains 2380 members 
Mstep: Class 37 contains 17745 members 
Mstep: Class 38 contains 8644 members 
Mstep: Class 39 contains 4932 members 
Mstep: Class 40 contains 14623 members 
Mstep: Class 41 contains 10817 members 
Mstep: Class 42 contains 13163 members 
Mstep: Class 43 contains 144430 members 
Mstep: Class 44 contains 19326 members 
Mstep: Class 45 contains 2500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100311944.000000 Penalty: 99580.367188
Iteration 173Q: 46 clusters Score -1.003119e+08 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 8914 members 
Mstep: Class 3 contains 100729 members 
Mstep: Class 4 contains 10462 members 
Mstep: Class 5 contains 2249 members 
Mstep: Class 6 contains 34087 members 
Mstep: Class 7 contains 14118 members 
Mstep: Class 8 contains 8111 members 
Mstep: Class 9 contains 18165 members 
Mstep: Class 10 contains 9357 members 
Mstep: Class 11 contains 6428 members 
Mstep: Class 12 contains 3231 members 
Mstep: Class 13 contains 17962 members 
Mstep: Class 14 contains 38118 members 
Mstep: Class 15 contains 40669 members 
Mstep: Class 16 contains 3785 members 
Mstep: Class 17 contains 5775 members 
Mstep: Class 18 contains 47525 members 
Mstep: Class 19 contains 3330 members 
Mstep: Class 20 contains 3100 members 
Mstep: Class 21 contains 1108 members 
Mstep: Class 22 contains 3327 members 
Mstep: Class 23 contains 44084 members 
Mstep: Class 24 contains 13027 members 
Mstep: Class 25 contains 12663 members 
Mstep: Class 26 contains 2920 members 
Mstep: Class 27 contains 9955 members 
Mstep: Class 28 contains 2332 members 
Mstep: Class 29 contains 25665 members 
Mstep: Class 30 contains 38835 members 
Mstep: Class 31 contains 4705 members 
Mstep: Class 32 contains 23757 members 
Mstep: Class 33 contains 12373 members 
Mstep: Class 34 contains 6138 members 
Mstep: Class 35 contains 4490 members 
Mstep: Class 36 contains 2379 members 
Mstep: Class 37 contains 17747 members 
Mstep: Class 38 contains 8642 members 
Mstep: Class 39 contains 4935 members 
Mstep: Class 40 contains 14620 members 
Mstep: Class 41 contains 10822 members 
Mstep: Class 42 contains 13166 members 
Mstep: Class 43 contains 144433 members 
Mstep: Class 44 contains 19377 members 
Mstep: Class 45 contains 2509 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100312080.000000 Penalty: 99580.367188
Iteration 174Q: 46 clusters Score -1.003121e+08 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 8914 members 
Mstep: Class 3 contains 100727 members 
Mstep: Class 4 contains 10461 members 
Mstep: Class 5 contains 2248 members 
Mstep: Class 6 contains 34035 members 
Mstep: Class 7 contains 14105 members 
Mstep: Class 8 contains 8111 members 
Mstep: Class 9 contains 18164 members 
Mstep: Class 10 contains 9366 members 
Mstep: Class 11 contains 6489 members 
Mstep: Class 12 contains 3231 members 
Mstep: Class 13 contains 17970 members 
Mstep: Class 14 contains 38113 members 
Mstep: Class 15 contains 40607 members 
Mstep: Class 16 contains 3781 members 
Mstep: Class 17 contains 5775 members 
Mstep: Class 18 contains 47520 members 
Mstep: Class 19 contains 3329 members 
Mstep: Class 20 contains 3104 members 
Mstep: Class 21 contains 1108 members 
Mstep: Class 22 contains 3325 members 
Mstep: Class 23 contains 44078 members 
Mstep: Class 24 contains 13025 members 
Mstep: Class 25 contains 12663 members 
Mstep: Class 26 contains 2922 members 
Mstep: Class 27 contains 9977 members 
Mstep: Class 28 contains 2332 members 
Mstep: Class 29 contains 25664 members 
Mstep: Class 30 contains 38810 members 
Mstep: Class 31 contains 4698 members 
Mstep: Class 32 contains 23760 members 
Mstep: Class 33 contains 12366 members 
Mstep: Class 34 contains 6134 members 
Mstep: Class 35 contains 4502 members 
Mstep: Class 36 contains 2378 members 
Mstep: Class 37 contains 17749 members 
Mstep: Class 38 contains 8638 members 
Mstep: Class 39 contains 4938 members 
Mstep: Class 40 contains 14618 members 
Mstep: Class 41 contains 10825 members 
Mstep: Class 42 contains 13169 members 
Mstep: Class 43 contains 144433 members 
Mstep: Class 44 contains 19437 members 
Mstep: Class 45 contains 2525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100312104.000000 Penalty: 99580.367188
Iteration 175Q: 46 clusters Score -1.003121e+08 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 8914 members 
Mstep: Class 3 contains 100716 members 
Mstep: Class 4 contains 10461 members 
Mstep: Class 5 contains 2248 members 
Mstep: Class 6 contains 33972 members 
Mstep: Class 7 contains 14079 members 
Mstep: Class 8 contains 8112 members 
Mstep: Class 9 contains 18163 members 
Mstep: Class 10 contains 9375 members 
Mstep: Class 11 contains 6545 members 
Mstep: Class 12 contains 3231 members 
Mstep: Class 13 contains 17974 members 
Mstep: Class 14 contains 38113 members 
Mstep: Class 15 contains 40549 members 
Mstep: Class 16 contains 3778 members 
Mstep: Class 17 contains 5776 members 
Mstep: Class 18 contains 47513 members 
Mstep: Class 19 contains 3329 members 
Mstep: Class 20 contains 3109 members 
Mstep: Class 21 contains 1108 members 
Mstep: Class 22 contains 3324 members 
Mstep: Class 23 contains 44082 members 
Mstep: Class 24 contains 13023 members 
Mstep: Class 25 contains 12663 members 
Mstep: Class 26 contains 2924 members 
Mstep: Class 27 contains 9996 members 
Mstep: Class 28 contains 2332 members 
Mstep: Class 29 contains 25668 members 
Mstep: Class 30 contains 38802 members 
Mstep: Class 31 contains 4694 members 
Mstep: Class 32 contains 23762 members 
Mstep: Class 33 contains 12359 members 
Mstep: Class 34 contains 6133 members 
Mstep: Class 35 contains 4510 members 
Mstep: Class 36 contains 2378 members 
Mstep: Class 37 contains 17750 members 
Mstep: Class 38 contains 8636 members 
Mstep: Class 39 contains 4937 members 
Mstep: Class 40 contains 14616 members 
Mstep: Class 41 contains 10827 members 
Mstep: Class 42 contains 13170 members 
Mstep: Class 43 contains 144443 members 
Mstep: Class 44 contains 19496 members 
Mstep: Class 45 contains 2534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100312024.000000 Penalty: 99580.367188
Iteration 176Q: 46 clusters Score -1.00312e+08 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 8914 members 
Mstep: Class 3 contains 100707 members 
Mstep: Class 4 contains 10461 members 
Mstep: Class 5 contains 2249 members 
Mstep: Class 6 contains 33920 members 
Mstep: Class 7 contains 14056 members 
Mstep: Class 8 contains 8112 members 
Mstep: Class 9 contains 18160 members 
Mstep: Class 10 contains 9384 members 
Mstep: Class 11 contains 6610 members 
Mstep: Class 12 contains 3231 members 
Mstep: Class 13 contains 17977 members 
Mstep: Class 14 contains 38108 members 
Mstep: Class 15 contains 40489 members 
Mstep: Class 16 contains 3775 members 
Mstep: Class 17 contains 5774 members 
Mstep: Class 18 contains 47510 members 
Mstep: Class 19 contains 3329 members 
Mstep: Class 20 contains 3112 members 
Mstep: Class 21 contains 1108 members 
Mstep: Class 22 contains 3324 members 
Mstep: Class 23 contains 44075 members 
Mstep: Class 24 contains 13022 members 
Mstep: Class 25 contains 12663 members 
Mstep: Class 26 contains 2925 members 
Mstep: Class 27 contains 10012 members 
Mstep: Class 28 contains 2332 members 
Mstep: Class 29 contains 25666 members 
Mstep: Class 30 contains 38790 members 
Mstep: Class 31 contains 4696 members 
Mstep: Class 32 contains 23763 members 
Mstep: Class 33 contains 12347 members 
Mstep: Class 34 contains 6134 members 
Mstep: Class 35 contains 4516 members 
Mstep: Class 36 contains 2377 members 
Mstep: Class 37 contains 17751 members 
Mstep: Class 38 contains 8636 members 
Mstep: Class 39 contains 4934 members 
Mstep: Class 40 contains 14617 members 
Mstep: Class 41 contains 10828 members 
Mstep: Class 42 contains 13173 members 
Mstep: Class 43 contains 144467 members 
Mstep: Class 44 contains 19546 members 
Mstep: Class 45 contains 2544 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100312080.000000 Penalty: 99580.367188
Iteration 177Q: 46 clusters Score -1.003121e+08 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 8914 members 
Mstep: Class 3 contains 100699 members 
Mstep: Class 4 contains 10461 members 
Mstep: Class 5 contains 2249 members 
Mstep: Class 6 contains 33867 members 
Mstep: Class 7 contains 14035 members 
Mstep: Class 8 contains 8112 members 
Mstep: Class 9 contains 18160 members 
Mstep: Class 10 contains 9393 members 
Mstep: Class 11 contains 6665 members 
Mstep: Class 12 contains 3231 members 
Mstep: Class 13 contains 17976 members 
Mstep: Class 14 contains 38109 members 
Mstep: Class 15 contains 40450 members 
Mstep: Class 16 contains 3771 members 
Mstep: Class 17 contains 5770 members 
Mstep: Class 18 contains 47504 members 
Mstep: Class 19 contains 3331 members 
Mstep: Class 20 contains 3114 members 
Mstep: Class 21 contains 1108 members 
Mstep: Class 22 contains 3326 members 
Mstep: Class 23 contains 44068 members 
Mstep: Class 24 contains 13022 members 
Mstep: Class 25 contains 12663 members 
Mstep: Class 26 contains 2925 members 
Mstep: Class 27 contains 10021 members 
Mstep: Class 28 contains 2332 members 
Mstep: Class 29 contains 25666 members 
Mstep: Class 30 contains 38775 members 
Mstep: Class 31 contains 4691 members 
Mstep: Class 32 contains 23763 members 
Mstep: Class 33 contains 12346 members 
Mstep: Class 34 contains 6130 members 
Mstep: Class 35 contains 4521 members 
Mstep: Class 36 contains 2377 members 
Mstep: Class 37 contains 17753 members 
Mstep: Class 38 contains 8637 members 
Mstep: Class 39 contains 4934 members 
Mstep: Class 40 contains 14617 members 
Mstep: Class 41 contains 10833 members 
Mstep: Class 42 contains 13179 members 
Mstep: Class 43 contains 144477 members 
Mstep: Class 44 contains 19599 members 
Mstep: Class 45 contains 2550 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100312000.000000 Penalty: 99580.367188
Iteration 178Q: 46 clusters Score -1.00312e+08 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 8914 members 
Mstep: Class 3 contains 100692 members 
Mstep: Class 4 contains 10461 members 
Mstep: Class 5 contains 2249 members 
Mstep: Class 6 contains 33802 members 
Mstep: Class 7 contains 14024 members 
Mstep: Class 8 contains 8113 members 
Mstep: Class 9 contains 18160 members 
Mstep: Class 10 contains 9401 members 
Mstep: Class 11 contains 6711 members 
Mstep: Class 12 contains 3231 members 
Mstep: Class 13 contains 17977 members 
Mstep: Class 14 contains 38111 members 
Mstep: Class 15 contains 40411 members 
Mstep: Class 16 contains 3770 members 
Mstep: Class 17 contains 5771 members 
Mstep: Class 18 contains 47504 members 
Mstep: Class 19 contains 3333 members 
Mstep: Class 20 contains 3116 members 
Mstep: Class 21 contains 1108 members 
Mstep: Class 22 contains 3324 members 
Mstep: Class 23 contains 44065 members 
Mstep: Class 24 contains 13023 members 
Mstep: Class 25 contains 12663 members 
Mstep: Class 26 contains 2923 members 
Mstep: Class 27 contains 10038 members 
Mstep: Class 28 contains 2332 members 
Mstep: Class 29 contains 25663 members 
Mstep: Class 30 contains 38745 members 
Mstep: Class 31 contains 4686 members 
Mstep: Class 32 contains 23762 members 
Mstep: Class 33 contains 12338 members 
Mstep: Class 34 contains 6129 members 
Mstep: Class 35 contains 4525 members 
Mstep: Class 36 contains 2377 members 
Mstep: Class 37 contains 17754 members 
Mstep: Class 38 contains 8634 members 
Mstep: Class 39 contains 4935 members 
Mstep: Class 40 contains 14617 members 
Mstep: Class 41 contains 10834 members 
Mstep: Class 42 contains 13185 members 
Mstep: Class 43 contains 144488 members 
Mstep: Class 44 contains 19672 members 
Mstep: Class 45 contains 2553 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100312024.000000 Penalty: 99580.367188
Iteration 179Q: 46 clusters Score -1.00312e+08 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 8914 members 
Mstep: Class 3 contains 100686 members 
Mstep: Class 4 contains 10461 members 
Mstep: Class 5 contains 2249 members 
Mstep: Class 6 contains 33739 members 
Mstep: Class 7 contains 14008 members 
Mstep: Class 8 contains 8113 members 
Mstep: Class 9 contains 18161 members 
Mstep: Class 10 contains 9410 members 
Mstep: Class 11 contains 6755 members 
Mstep: Class 12 contains 3231 members 
Mstep: Class 13 contains 17974 members 
Mstep: Class 14 contains 38111 members 
Mstep: Class 15 contains 40384 members 
Mstep: Class 16 contains 3770 members 
Mstep: Class 17 contains 5767 members 
Mstep: Class 18 contains 47504 members 
Mstep: Class 19 contains 3337 members 
Mstep: Class 20 contains 3117 members 
Mstep: Class 21 contains 1108 members 
Mstep: Class 22 contains 3324 members 
Mstep: Class 23 contains 44058 members 
Mstep: Class 24 contains 13023 members 
Mstep: Class 25 contains 12663 members 
Mstep: Class 26 contains 2924 members 
Mstep: Class 27 contains 10053 members 
Mstep: Class 28 contains 2332 members 
Mstep: Class 29 contains 25660 members 
Mstep: Class 30 contains 38719 members 
Mstep: Class 31 contains 4685 members 
Mstep: Class 32 contains 23761 members 
Mstep: Class 33 contains 12336 members 
Mstep: Class 34 contains 6127 members 
Mstep: Class 35 contains 4532 members 
Mstep: Class 36 contains 2377 members 
Mstep: Class 37 contains 17753 members 
Mstep: Class 38 contains 8630 members 
Mstep: Class 39 contains 4935 members 
Mstep: Class 40 contains 14617 members 
Mstep: Class 41 contains 10835 members 
Mstep: Class 42 contains 13189 members 
Mstep: Class 43 contains 144495 members 
Mstep: Class 44 contains 19742 members 
Mstep: Class 45 contains 2555 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100312360.000000 Penalty: 99580.367188
Iteration 180F: 46 clusters Score -1.003124e+08 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 8914 members 
Mstep: Class 3 contains 100685 members 
Mstep: Class 4 contains 10461 members 
Mstep: Class 5 contains 2249 members 
Mstep: Class 6 contains 33676 members 
Mstep: Class 7 contains 13920 members 
Mstep: Class 8 contains 8113 members 
Mstep: Class 9 contains 18162 members 
Mstep: Class 10 contains 9417 members 
Mstep: Class 11 contains 6799 members 
Mstep: Class 12 contains 3231 members 
Mstep: Class 13 contains 17968 members 
Mstep: Class 14 contains 38115 members 
Mstep: Class 15 contains 40342 members 
Mstep: Class 16 contains 3770 members 
Mstep: Class 17 contains 5768 members 
Mstep: Class 18 contains 47502 members 
Mstep: Class 19 contains 3345 members 
Mstep: Class 20 contains 3123 members 
Mstep: Class 21 contains 1108 members 
Mstep: Class 22 contains 3321 members 
Mstep: Class 23 contains 44049 members 
Mstep: Class 24 contains 13022 members 
Mstep: Class 25 contains 12663 members 
Mstep: Class 26 contains 2921 members 
Mstep: Class 27 contains 10066 members 
Mstep: Class 28 contains 2332 members 
Mstep: Class 29 contains 25653 members 
Mstep: Class 30 contains 38698 members 
Mstep: Class 31 contains 4672 members 
Mstep: Class 32 contains 23761 members 
Mstep: Class 33 contains 12324 members 
Mstep: Class 34 contains 6127 members 
Mstep: Class 35 contains 4541 members 
Mstep: Class 36 contains 2377 members 
Mstep: Class 37 contains 17752 members 
Mstep: Class 38 contains 8627 members 
Mstep: Class 39 contains 4931 members 
Mstep: Class 40 contains 14616 members 
Mstep: Class 41 contains 10835 members 
Mstep: Class 42 contains 13195 members 
Mstep: Class 43 contains 144506 members 
Mstep: Class 44 contains 19820 members 
Mstep: Class 45 contains 2647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100312480.000000 Penalty: 99580.367188
Iteration 181Q: 46 clusters Score -1.003125e+08 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 8915 members 
Mstep: Class 3 contains 100681 members 
Mstep: Class 4 contains 10461 members 
Mstep: Class 5 contains 2250 members 
Mstep: Class 6 contains 33602 members 
Mstep: Class 7 contains 13802 members 
Mstep: Class 8 contains 8112 members 
Mstep: Class 9 contains 18162 members 
Mstep: Class 10 contains 9427 members 
Mstep: Class 11 contains 6837 members 
Mstep: Class 12 contains 3231 members 
Mstep: Class 13 contains 17965 members 
Mstep: Class 14 contains 38114 members 
Mstep: Class 15 contains 40310 members 
Mstep: Class 16 contains 3769 members 
Mstep: Class 17 contains 5768 members 
Mstep: Class 18 contains 47501 members 
Mstep: Class 19 contains 3351 members 
Mstep: Class 20 contains 3128 members 
Mstep: Class 21 contains 1108 members 
Mstep: Class 22 contains 3319 members 
Mstep: Class 23 contains 44046 members 
Mstep: Class 24 contains 13022 members 
Mstep: Class 25 contains 12663 members 
Mstep: Class 26 contains 2920 members 
Mstep: Class 27 contains 10081 members 
Mstep: Class 28 contains 2332 members 
Mstep: Class 29 contains 25650 members 
Mstep: Class 30 contains 38670 members 
Mstep: Class 31 contains 4661 members 
Mstep: Class 32 contains 23762 members 
Mstep: Class 33 contains 12313 members 
Mstep: Class 34 contains 6128 members 
Mstep: Class 35 contains 4547 members 
Mstep: Class 36 contains 2377 members 
Mstep: Class 37 contains 17753 members 
Mstep: Class 38 contains 8633 members 
Mstep: Class 39 contains 4926 members 
Mstep: Class 40 contains 14617 members 
Mstep: Class 41 contains 10836 members 
Mstep: Class 42 contains 13197 members 
Mstep: Class 43 contains 144507 members 
Mstep: Class 44 contains 19912 members 
Mstep: Class 45 contains 2758 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100312656.000000 Penalty: 99580.367188
Iteration 182Q: 46 clusters Score -1.003127e+08 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 8915 members 
Mstep: Class 3 contains 100675 members 
Mstep: Class 4 contains 10462 members 
Mstep: Class 5 contains 2251 members 
Mstep: Class 6 contains 33516 members 
Mstep: Class 7 contains 13686 members 
Mstep: Class 8 contains 8113 members 
Mstep: Class 9 contains 18168 members 
Mstep: Class 10 contains 9442 members 
Mstep: Class 11 contains 6874 members 
Mstep: Class 12 contains 3231 members 
Mstep: Class 13 contains 17963 members 
Mstep: Class 14 contains 38113 members 
Mstep: Class 15 contains 40284 members 
Mstep: Class 16 contains 3766 members 
Mstep: Class 17 contains 5769 members 
Mstep: Class 18 contains 47500 members 
Mstep: Class 19 contains 3355 members 
Mstep: Class 20 contains 3133 members 
Mstep: Class 21 contains 1108 members 
Mstep: Class 22 contains 3316 members 
Mstep: Class 23 contains 44050 members 
Mstep: Class 24 contains 13021 members 
Mstep: Class 25 contains 12663 members 
Mstep: Class 26 contains 2923 members 
Mstep: Class 27 contains 10101 members 
Mstep: Class 28 contains 2332 members 
Mstep: Class 29 contains 25652 members 
Mstep: Class 30 contains 38632 members 
Mstep: Class 31 contains 4659 members 
Mstep: Class 32 contains 23763 members 
Mstep: Class 33 contains 12307 members 
Mstep: Class 34 contains 6127 members 
Mstep: Class 35 contains 4553 members 
Mstep: Class 36 contains 2377 members 
Mstep: Class 37 contains 17753 members 
Mstep: Class 38 contains 8646 members 
Mstep: Class 39 contains 4928 members 
Mstep: Class 40 contains 14616 members 
Mstep: Class 41 contains 10836 members 
Mstep: Class 42 contains 13200 members 
Mstep: Class 43 contains 144513 members 
Mstep: Class 44 contains 20008 members 
Mstep: Class 45 contains 2824 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100312752.000000 Penalty: 99580.367188
Iteration 183Q: 46 clusters Score -1.003128e+08 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 8915 members 
Mstep: Class 3 contains 100671 members 
Mstep: Class 4 contains 10463 members 
Mstep: Class 5 contains 2252 members 
Mstep: Class 6 contains 33431 members 
Mstep: Class 7 contains 13558 members 
Mstep: Class 8 contains 8113 members 
Mstep: Class 9 contains 18169 members 
Mstep: Class 10 contains 9452 members 
Mstep: Class 11 contains 6916 members 
Mstep: Class 12 contains 3231 members 
Mstep: Class 13 contains 17967 members 
Mstep: Class 14 contains 38113 members 
Mstep: Class 15 contains 40241 members 
Mstep: Class 16 contains 3768 members 
Mstep: Class 17 contains 5772 members 
Mstep: Class 18 contains 47500 members 
Mstep: Class 19 contains 3363 members 
Mstep: Class 20 contains 3140 members 
Mstep: Class 21 contains 1108 members 
Mstep: Class 22 contains 3316 members 
Mstep: Class 23 contains 44055 members 
Mstep: Class 24 contains 13020 members 
Mstep: Class 25 contains 12663 members 
Mstep: Class 26 contains 2922 members 
Mstep: Class 27 contains 10110 members 
Mstep: Class 28 contains 2333 members 
Mstep: Class 29 contains 25652 members 
Mstep: Class 30 contains 38606 members 
Mstep: Class 31 contains 4650 members 
Mstep: Class 32 contains 23760 members 
Mstep: Class 33 contains 12305 members 
Mstep: Class 34 contains 6126 members 
Mstep: Class 35 contains 4556 members 
Mstep: Class 36 contains 2377 members 
Mstep: Class 37 contains 17755 members 
Mstep: Class 38 contains 8662 members 
Mstep: Class 39 contains 4934 members 
Mstep: Class 40 contains 14617 members 
Mstep: Class 41 contains 10836 members 
Mstep: Class 42 contains 13207 members 
Mstep: Class 43 contains 144514 members 
Mstep: Class 44 contains 20109 members 
Mstep: Class 45 contains 2896 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100312856.000000 Penalty: 99580.367188
Iteration 184Q: 46 clusters Score -1.003129e+08 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 8915 members 
Mstep: Class 3 contains 100661 members 
Mstep: Class 4 contains 10463 members 
Mstep: Class 5 contains 2252 members 
Mstep: Class 6 contains 33360 members 
Mstep: Class 7 contains 13485 members 
Mstep: Class 8 contains 8113 members 
Mstep: Class 9 contains 18171 members 
Mstep: Class 10 contains 9466 members 
Mstep: Class 11 contains 6968 members 
Mstep: Class 12 contains 3231 members 
Mstep: Class 13 contains 17965 members 
Mstep: Class 14 contains 38107 members 
Mstep: Class 15 contains 40220 members 
Mstep: Class 16 contains 3768 members 
Mstep: Class 17 contains 5769 members 
Mstep: Class 18 contains 47497 members 
Mstep: Class 19 contains 3369 members 
Mstep: Class 20 contains 3147 members 
Mstep: Class 21 contains 1108 members 
Mstep: Class 22 contains 3316 members 
Mstep: Class 23 contains 44054 members 
Mstep: Class 24 contains 13020 members 
Mstep: Class 25 contains 12663 members 
Mstep: Class 26 contains 2919 members 
Mstep: Class 27 contains 10120 members 
Mstep: Class 28 contains 2334 members 
Mstep: Class 29 contains 25657 members 
Mstep: Class 30 contains 38567 members 
Mstep: Class 31 contains 4640 members 
Mstep: Class 32 contains 23758 members 
Mstep: Class 33 contains 12296 members 
Mstep: Class 34 contains 6127 members 
Mstep: Class 35 contains 4557 members 
Mstep: Class 36 contains 2377 members 
Mstep: Class 37 contains 17758 members 
Mstep: Class 38 contains 8681 members 
Mstep: Class 39 contains 4935 members 
Mstep: Class 40 contains 14618 members 
Mstep: Class 41 contains 10835 members 
Mstep: Class 42 contains 13211 members 
Mstep: Class 43 contains 144517 members 
Mstep: Class 44 contains 20193 members 
Mstep: Class 45 contains 2936 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100312872.000000 Penalty: 99580.367188
Iteration 185Q: 46 clusters Score -1.003129e+08 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 8914 members 
Mstep: Class 3 contains 100652 members 
Mstep: Class 4 contains 10464 members 
Mstep: Class 5 contains 2253 members 
Mstep: Class 6 contains 33283 members 
Mstep: Class 7 contains 13440 members 
Mstep: Class 8 contains 8113 members 
Mstep: Class 9 contains 18178 members 
Mstep: Class 10 contains 9474 members 
Mstep: Class 11 contains 7025 members 
Mstep: Class 12 contains 3231 members 
Mstep: Class 13 contains 17957 members 
Mstep: Class 14 contains 38108 members 
Mstep: Class 15 contains 40189 members 
Mstep: Class 16 contains 3765 members 
Mstep: Class 17 contains 5769 members 
Mstep: Class 18 contains 47496 members 
Mstep: Class 19 contains 3375 members 
Mstep: Class 20 contains 3155 members 
Mstep: Class 21 contains 1108 members 
Mstep: Class 22 contains 3315 members 
Mstep: Class 23 contains 44058 members 
Mstep: Class 24 contains 13019 members 
Mstep: Class 25 contains 12663 members 
Mstep: Class 26 contains 2914 members 
Mstep: Class 27 contains 10127 members 
Mstep: Class 28 contains 2334 members 
Mstep: Class 29 contains 25660 members 
Mstep: Class 30 contains 38511 members 
Mstep: Class 31 contains 4629 members 
Mstep: Class 32 contains 23755 members 
Mstep: Class 33 contains 12280 members 
Mstep: Class 34 contains 6127 members 
Mstep: Class 35 contains 4561 members 
Mstep: Class 36 contains 2377 members 
Mstep: Class 37 contains 17760 members 
Mstep: Class 38 contains 8699 members 
Mstep: Class 39 contains 4941 members 
Mstep: Class 40 contains 14621 members 
Mstep: Class 41 contains 10836 members 
Mstep: Class 42 contains 13214 members 
Mstep: Class 43 contains 144521 members 
Mstep: Class 44 contains 20282 members 
Mstep: Class 45 contains 2971 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100312912.000000 Penalty: 99580.367188
Iteration 186Q: 46 clusters Score -1.003129e+08 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 8913 members 
Mstep: Class 3 contains 100646 members 
Mstep: Class 4 contains 10464 members 
Mstep: Class 5 contains 2254 members 
Mstep: Class 6 contains 33175 members 
Mstep: Class 7 contains 13403 members 
Mstep: Class 8 contains 8113 members 
Mstep: Class 9 contains 18180 members 
Mstep: Class 10 contains 9486 members 
Mstep: Class 11 contains 7064 members 
Mstep: Class 12 contains 3231 members 
Mstep: Class 13 contains 17952 members 
Mstep: Class 14 contains 38111 members 
Mstep: Class 15 contains 40162 members 
Mstep: Class 16 contains 3765 members 
Mstep: Class 17 contains 5763 members 
Mstep: Class 18 contains 47494 members 
Mstep: Class 19 contains 3377 members 
Mstep: Class 20 contains 3158 members 
Mstep: Class 21 contains 1108 members 
Mstep: Class 22 contains 3315 members 
Mstep: Class 23 contains 44061 members 
Mstep: Class 24 contains 13019 members 
Mstep: Class 25 contains 12663 members 
Mstep: Class 26 contains 2913 members 
Mstep: Class 27 contains 10145 members 
Mstep: Class 28 contains 2334 members 
Mstep: Class 29 contains 25661 members 
Mstep: Class 30 contains 38461 members 
Mstep: Class 31 contains 4629 members 
Mstep: Class 32 contains 23757 members 
Mstep: Class 33 contains 12270 members 
Mstep: Class 34 contains 6125 members 
Mstep: Class 35 contains 4567 members 
Mstep: Class 36 contains 2377 members 
Mstep: Class 37 contains 17760 members 
Mstep: Class 38 contains 8711 members 
Mstep: Class 39 contains 4948 members 
Mstep: Class 40 contains 14625 members 
Mstep: Class 41 contains 10835 members 
Mstep: Class 42 contains 13217 members 
Mstep: Class 43 contains 144518 members 
Mstep: Class 44 contains 20404 members 
Mstep: Class 45 contains 2990 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100312960.000000 Penalty: 99580.367188
Iteration 187Q: 46 clusters Score -1.00313e+08 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 8914 members 
Mstep: Class 3 contains 100641 members 
Mstep: Class 4 contains 10464 members 
Mstep: Class 5 contains 2254 members 
Mstep: Class 6 contains 33056 members 
Mstep: Class 7 contains 13375 members 
Mstep: Class 8 contains 8113 members 
Mstep: Class 9 contains 18185 members 
Mstep: Class 10 contains 9491 members 
Mstep: Class 11 contains 7116 members 
Mstep: Class 12 contains 3231 members 
Mstep: Class 13 contains 17957 members 
Mstep: Class 14 contains 38106 members 
Mstep: Class 15 contains 40138 members 
Mstep: Class 16 contains 3766 members 
Mstep: Class 17 contains 5762 members 
Mstep: Class 18 contains 47492 members 
Mstep: Class 19 contains 3379 members 
Mstep: Class 20 contains 3160 members 
Mstep: Class 21 contains 1108 members 
Mstep: Class 22 contains 3315 members 
Mstep: Class 23 contains 44060 members 
Mstep: Class 24 contains 13018 members 
Mstep: Class 25 contains 12663 members 
Mstep: Class 26 contains 2910 members 
Mstep: Class 27 contains 10159 members 
Mstep: Class 28 contains 2334 members 
Mstep: Class 29 contains 25654 members 
Mstep: Class 30 contains 38412 members 
Mstep: Class 31 contains 4626 members 
Mstep: Class 32 contains 23756 members 
Mstep: Class 33 contains 12265 members 
Mstep: Class 34 contains 6123 members 
Mstep: Class 35 contains 4572 members 
Mstep: Class 36 contains 2377 members 
Mstep: Class 37 contains 17761 members 
Mstep: Class 38 contains 8723 members 
Mstep: Class 39 contains 4949 members 
Mstep: Class 40 contains 14628 members 
Mstep: Class 41 contains 10837 members 
Mstep: Class 42 contains 13223 members 
Mstep: Class 43 contains 144514 members 
Mstep: Class 44 contains 20537 members 
Mstep: Class 45 contains 3000 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100312912.000000 Penalty: 99580.367188
Iteration 188Q: 46 clusters Score -1.003129e+08 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 8914 members 
Mstep: Class 3 contains 100640 members 
Mstep: Class 4 contains 10463 members 
Mstep: Class 5 contains 2253 members 
Mstep: Class 6 contains 32932 members 
Mstep: Class 7 contains 13360 members 
Mstep: Class 8 contains 8113 members 
Mstep: Class 9 contains 18189 members 
Mstep: Class 10 contains 9505 members 
Mstep: Class 11 contains 7164 members 
Mstep: Class 12 contains 3231 members 
Mstep: Class 13 contains 17947 members 
Mstep: Class 14 contains 38109 members 
Mstep: Class 15 contains 40104 members 
Mstep: Class 16 contains 3766 members 
Mstep: Class 17 contains 5765 members 
Mstep: Class 18 contains 47492 members 
Mstep: Class 19 contains 3386 members 
Mstep: Class 20 contains 3161 members 
Mstep: Class 21 contains 1108 members 
Mstep: Class 22 contains 3315 members 
Mstep: Class 23 contains 44056 members 
Mstep: Class 24 contains 13018 members 
Mstep: Class 25 contains 12663 members 
Mstep: Class 26 contains 2908 members 
Mstep: Class 27 contains 10166 members 
Mstep: Class 28 contains 2334 members 
Mstep: Class 29 contains 25652 members 
Mstep: Class 30 contains 38352 members 
Mstep: Class 31 contains 4616 members 
Mstep: Class 32 contains 23753 members 
Mstep: Class 33 contains 12267 members 
Mstep: Class 34 contains 6121 members 
Mstep: Class 35 contains 4580 members 
Mstep: Class 36 contains 2377 members 
Mstep: Class 37 contains 17764 members 
Mstep: Class 38 contains 8733 members 
Mstep: Class 39 contains 4953 members 
Mstep: Class 40 contains 14631 members 
Mstep: Class 41 contains 10836 members 
Mstep: Class 42 contains 13227 members 
Mstep: Class 43 contains 144511 members 
Mstep: Class 44 contains 20678 members 
Mstep: Class 45 contains 3011 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100313000.000000 Penalty: 99580.367188
Iteration 189Q: 46 clusters Score -1.00313e+08 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 8914 members 
Mstep: Class 3 contains 100626 members 
Mstep: Class 4 contains 10462 members 
Mstep: Class 5 contains 2252 members 
Mstep: Class 6 contains 32789 members 
Mstep: Class 7 contains 13344 members 
Mstep: Class 8 contains 8113 members 
Mstep: Class 9 contains 18189 members 
Mstep: Class 10 contains 9510 members 
Mstep: Class 11 contains 7219 members 
Mstep: Class 12 contains 3231 members 
Mstep: Class 13 contains 17941 members 
Mstep: Class 14 contains 38117 members 
Mstep: Class 15 contains 40067 members 
Mstep: Class 16 contains 3768 members 
Mstep: Class 17 contains 5767 members 
Mstep: Class 18 contains 47491 members 
Mstep: Class 19 contains 3390 members 
Mstep: Class 20 contains 3162 members 
Mstep: Class 21 contains 1108 members 
Mstep: Class 22 contains 3315 members 
Mstep: Class 23 contains 44059 members 
Mstep: Class 24 contains 13018 members 
Mstep: Class 25 contains 12664 members 
Mstep: Class 26 contains 2906 members 
Mstep: Class 27 contains 10169 members 
Mstep: Class 28 contains 2334 members 
Mstep: Class 29 contains 25653 members 
Mstep: Class 30 contains 38287 members 
Mstep: Class 31 contains 4611 members 
Mstep: Class 32 contains 23753 members 
Mstep: Class 33 contains 12270 members 
Mstep: Class 34 contains 6121 members 
Mstep: Class 35 contains 4582 members 
Mstep: Class 36 contains 2377 members 
Mstep: Class 37 contains 17767 members 
Mstep: Class 38 contains 8744 members 
Mstep: Class 39 contains 4957 members 
Mstep: Class 40 contains 14629 members 
Mstep: Class 41 contains 10838 members 
Mstep: Class 42 contains 13234 members 
Mstep: Class 43 contains 144503 members 
Mstep: Class 44 contains 20855 members 
Mstep: Class 45 contains 3018 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100312984.000000 Penalty: 99580.367188
Iteration 190Q: 46 clusters Score -1.00313e+08 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 8914 members 
Mstep: Class 3 contains 100606 members 
Mstep: Class 4 contains 10461 members 
Mstep: Class 5 contains 2252 members 
Mstep: Class 6 contains 32636 members 
Mstep: Class 7 contains 13330 members 
Mstep: Class 8 contains 8113 members 
Mstep: Class 9 contains 18188 members 
Mstep: Class 10 contains 9516 members 
Mstep: Class 11 contains 7268 members 
Mstep: Class 12 contains 3231 members 
Mstep: Class 13 contains 17938 members 
Mstep: Class 14 contains 38127 members 
Mstep: Class 15 contains 40042 members 
Mstep: Class 16 contains 3767 members 
Mstep: Class 17 contains 5764 members 
Mstep: Class 18 contains 47491 members 
Mstep: Class 19 contains 3393 members 
Mstep: Class 20 contains 3162 members 
Mstep: Class 21 contains 1108 members 
Mstep: Class 22 contains 3316 members 
Mstep: Class 23 contains 44065 members 
Mstep: Class 24 contains 13018 members 
Mstep: Class 25 contains 12664 members 
Mstep: Class 26 contains 2903 members 
Mstep: Class 27 contains 10176 members 
Mstep: Class 28 contains 2334 members 
Mstep: Class 29 contains 25653 members 
Mstep: Class 30 contains 38226 members 
Mstep: Class 31 contains 4602 members 
Mstep: Class 32 contains 23755 members 
Mstep: Class 33 contains 12273 members 
Mstep: Class 34 contains 6123 members 
Mstep: Class 35 contains 4581 members 
Mstep: Class 36 contains 2377 members 
Mstep: Class 37 contains 17768 members 
Mstep: Class 38 contains 8753 members 
Mstep: Class 39 contains 4960 members 
Mstep: Class 40 contains 14629 members 
Mstep: Class 41 contains 10840 members 
Mstep: Class 42 contains 13244 members 
Mstep: Class 43 contains 144506 members 
Mstep: Class 44 contains 21031 members 
Mstep: Class 45 contains 3020 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100313112.000000 Penalty: 99580.367188
Iteration 191Q: 46 clusters Score -1.003131e+08 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 8914 members 
Mstep: Class 3 contains 100599 members 
Mstep: Class 4 contains 10461 members 
Mstep: Class 5 contains 2252 members 
Mstep: Class 6 contains 32445 members 
Mstep: Class 7 contains 13328 members 
Mstep: Class 8 contains 8113 members 
Mstep: Class 9 contains 18188 members 
Mstep: Class 10 contains 9522 members 
Mstep: Class 11 contains 7310 members 
Mstep: Class 12 contains 3231 members 
Mstep: Class 13 contains 17944 members 
Mstep: Class 14 contains 38137 members 
Mstep: Class 15 contains 40012 members 
Mstep: Class 16 contains 3765 members 
Mstep: Class 17 contains 5767 members 
Mstep: Class 18 contains 47490 members 
Mstep: Class 19 contains 3395 members 
Mstep: Class 20 contains 3161 members 
Mstep: Class 21 contains 1108 members 
Mstep: Class 22 contains 3316 members 
Mstep: Class 23 contains 44073 members 
Mstep: Class 24 contains 13018 members 
Mstep: Class 25 contains 12664 members 
Mstep: Class 26 contains 2903 members 
Mstep: Class 27 contains 10187 members 
Mstep: Class 28 contains 2334 members 
Mstep: Class 29 contains 25649 members 
Mstep: Class 30 contains 38161 members 
Mstep: Class 31 contains 4597 members 
Mstep: Class 32 contains 23754 members 
Mstep: Class 33 contains 12268 members 
Mstep: Class 34 contains 6121 members 
Mstep: Class 35 contains 4583 members 
Mstep: Class 36 contains 2377 members 
Mstep: Class 37 contains 17769 members 
Mstep: Class 38 contains 8758 members 
Mstep: Class 39 contains 4963 members 
Mstep: Class 40 contains 14628 members 
Mstep: Class 41 contains 10841 members 
Mstep: Class 42 contains 13256 members 
Mstep: Class 43 contains 144502 members 
Mstep: Class 44 contains 21233 members 
Mstep: Class 45 contains 3027 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100313016.000000 Penalty: 99580.367188
Iteration 192Q: 46 clusters Score -1.00313e+08 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 8914 members 
Mstep: Class 3 contains 100595 members 
Mstep: Class 4 contains 10461 members 
Mstep: Class 5 contains 2252 members 
Mstep: Class 6 contains 32234 members 
Mstep: Class 7 contains 13324 members 
Mstep: Class 8 contains 8113 members 
Mstep: Class 9 contains 18191 members 
Mstep: Class 10 contains 9528 members 
Mstep: Class 11 contains 7347 members 
Mstep: Class 12 contains 3231 members 
Mstep: Class 13 contains 17944 members 
Mstep: Class 14 contains 38148 members 
Mstep: Class 15 contains 39993 members 
Mstep: Class 16 contains 3762 members 
Mstep: Class 17 contains 5767 members 
Mstep: Class 18 contains 47489 members 
Mstep: Class 19 contains 3398 members 
Mstep: Class 20 contains 3162 members 
Mstep: Class 21 contains 1108 members 
Mstep: Class 22 contains 3317 members 
Mstep: Class 23 contains 44065 members 
Mstep: Class 24 contains 13018 members 
Mstep: Class 25 contains 12664 members 
Mstep: Class 26 contains 2899 members 
Mstep: Class 27 contains 10206 members 
Mstep: Class 28 contains 2334 members 
Mstep: Class 29 contains 25640 members 
Mstep: Class 30 contains 38088 members 
Mstep: Class 31 contains 4598 members 
Mstep: Class 32 contains 23751 members 
Mstep: Class 33 contains 12261 members 
Mstep: Class 34 contains 6119 members 
Mstep: Class 35 contains 4584 members 
Mstep: Class 36 contains 2377 members 
Mstep: Class 37 contains 17771 members 
Mstep: Class 38 contains 8766 members 
Mstep: Class 39 contains 4964 members 
Mstep: Class 40 contains 14628 members 
Mstep: Class 41 contains 10843 members 
Mstep: Class 42 contains 13269 members 
Mstep: Class 43 contains 144514 members 
Mstep: Class 44 contains 21457 members 
Mstep: Class 45 contains 3030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100313056.000000 Penalty: 99580.367188
Iteration 193Q: 46 clusters Score -1.003131e+08 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 8914 members 
Mstep: Class 3 contains 100581 members 
Mstep: Class 4 contains 10460 members 
Mstep: Class 5 contains 2252 members 
Mstep: Class 6 contains 31993 members 
Mstep: Class 7 contains 13322 members 
Mstep: Class 8 contains 8113 members 
Mstep: Class 9 contains 18194 members 
Mstep: Class 10 contains 9537 members 
Mstep: Class 11 contains 7368 members 
Mstep: Class 12 contains 3231 members 
Mstep: Class 13 contains 17947 members 
Mstep: Class 14 contains 38160 members 
Mstep: Class 15 contains 39975 members 
Mstep: Class 16 contains 3761 members 
Mstep: Class 17 contains 5766 members 
Mstep: Class 18 contains 47485 members 
Mstep: Class 19 contains 3405 members 
Mstep: Class 20 contains 3162 members 
Mstep: Class 21 contains 1108 members 
Mstep: Class 22 contains 3317 members 
Mstep: Class 23 contains 44067 members 
Mstep: Class 24 contains 13017 members 
Mstep: Class 25 contains 12664 members 
Mstep: Class 26 contains 2897 members 
Mstep: Class 27 contains 10219 members 
Mstep: Class 28 contains 2334 members 
Mstep: Class 29 contains 25635 members 
Mstep: Class 30 contains 38042 members 
Mstep: Class 31 contains 4597 members 
Mstep: Class 32 contains 23749 members 
Mstep: Class 33 contains 12265 members 
Mstep: Class 34 contains 6116 members 
Mstep: Class 35 contains 4584 members 
Mstep: Class 36 contains 2378 members 
Mstep: Class 37 contains 17775 members 
Mstep: Class 38 contains 8770 members 
Mstep: Class 39 contains 4970 members 
Mstep: Class 40 contains 14628 members 
Mstep: Class 41 contains 10844 members 
Mstep: Class 42 contains 13273 members 
Mstep: Class 43 contains 144518 members 
Mstep: Class 44 contains 21693 members 
Mstep: Class 45 contains 3038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100313024.000000 Penalty: 99580.367188
Iteration 194Q: 46 clusters Score -1.00313e+08 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 8914 members 
Mstep: Class 3 contains 100569 members 
Mstep: Class 4 contains 10460 members 
Mstep: Class 5 contains 2253 members 
Mstep: Class 6 contains 31719 members 
Mstep: Class 7 contains 13334 members 
Mstep: Class 8 contains 8113 members 
Mstep: Class 9 contains 18194 members 
Mstep: Class 10 contains 9543 members 
Mstep: Class 11 contains 7403 members 
Mstep: Class 12 contains 3231 members 
Mstep: Class 13 contains 17944 members 
Mstep: Class 14 contains 38163 members 
Mstep: Class 15 contains 39941 members 
Mstep: Class 16 contains 3759 members 
Mstep: Class 17 contains 5768 members 
Mstep: Class 18 contains 47484 members 
Mstep: Class 19 contains 3415 members 
Mstep: Class 20 contains 3160 members 
Mstep: Class 21 contains 1108 members 
Mstep: Class 22 contains 3317 members 
Mstep: Class 23 contains 44073 members 
Mstep: Class 24 contains 13016 members 
Mstep: Class 25 contains 12664 members 
Mstep: Class 26 contains 2897 members 
Mstep: Class 27 contains 10228 members 
Mstep: Class 28 contains 2334 members 
Mstep: Class 29 contains 25631 members 
Mstep: Class 30 contains 37995 members 
Mstep: Class 31 contains 4597 members 
Mstep: Class 32 contains 23751 members 
Mstep: Class 33 contains 12268 members 
Mstep: Class 34 contains 6114 members 
Mstep: Class 35 contains 4587 members 
Mstep: Class 36 contains 2379 members 
Mstep: Class 37 contains 17779 members 
Mstep: Class 38 contains 8774 members 
Mstep: Class 39 contains 4971 members 
Mstep: Class 40 contains 14626 members 
Mstep: Class 41 contains 10848 members 
Mstep: Class 42 contains 13277 members 
Mstep: Class 43 contains 144527 members 
Mstep: Class 44 contains 21962 members 
Mstep: Class 45 contains 3034 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100313136.000000 Penalty: 99580.367188
Iteration 195Q: 46 clusters Score -1.003131e+08 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 8914 members 
Mstep: Class 3 contains 100562 members 
Mstep: Class 4 contains 10460 members 
Mstep: Class 5 contains 2252 members 
Mstep: Class 6 contains 31446 members 
Mstep: Class 7 contains 13346 members 
Mstep: Class 8 contains 8113 members 
Mstep: Class 9 contains 18197 members 
Mstep: Class 10 contains 9556 members 
Mstep: Class 11 contains 7436 members 
Mstep: Class 12 contains 3231 members 
Mstep: Class 13 contains 17942 members 
Mstep: Class 14 contains 38168 members 
Mstep: Class 15 contains 39919 members 
Mstep: Class 16 contains 3758 members 
Mstep: Class 17 contains 5772 members 
Mstep: Class 18 contains 47482 members 
Mstep: Class 19 contains 3421 members 
Mstep: Class 20 contains 3160 members 
Mstep: Class 21 contains 1108 members 
Mstep: Class 22 contains 3316 members 
Mstep: Class 23 contains 44079 members 
Mstep: Class 24 contains 13014 members 
Mstep: Class 25 contains 12665 members 
Mstep: Class 26 contains 2897 members 
Mstep: Class 27 contains 10219 members 
Mstep: Class 28 contains 2334 members 
Mstep: Class 29 contains 25624 members 
Mstep: Class 30 contains 37945 members 
Mstep: Class 31 contains 4591 members 
Mstep: Class 32 contains 23754 members 
Mstep: Class 33 contains 12273 members 
Mstep: Class 34 contains 6115 members 
Mstep: Class 35 contains 4594 members 
Mstep: Class 36 contains 2379 members 
Mstep: Class 37 contains 17784 members 
Mstep: Class 38 contains 8782 members 
Mstep: Class 39 contains 4971 members 
Mstep: Class 40 contains 14623 members 
Mstep: Class 41 contains 10854 members 
Mstep: Class 42 contains 13281 members 
Mstep: Class 43 contains 144517 members 
Mstep: Class 44 contains 22241 members 
Mstep: Class 45 contains 3029 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100313360.000000 Penalty: 99580.367188
Iteration 196Q: 46 clusters Score -1.003134e+08 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 8915 members 
Mstep: Class 3 contains 100553 members 
Mstep: Class 4 contains 10460 members 
Mstep: Class 5 contains 2249 members 
Mstep: Class 6 contains 31159 members 
Mstep: Class 7 contains 13348 members 
Mstep: Class 8 contains 8113 members 
Mstep: Class 9 contains 18200 members 
Mstep: Class 10 contains 9569 members 
Mstep: Class 11 contains 7465 members 
Mstep: Class 12 contains 3231 members 
Mstep: Class 13 contains 17945 members 
Mstep: Class 14 contains 38180 members 
Mstep: Class 15 contains 39894 members 
Mstep: Class 16 contains 3758 members 
Mstep: Class 17 contains 5773 members 
Mstep: Class 18 contains 47481 members 
Mstep: Class 19 contains 3431 members 
Mstep: Class 20 contains 3160 members 
Mstep: Class 21 contains 1108 members 
Mstep: Class 22 contains 3318 members 
Mstep: Class 23 contains 44097 members 
Mstep: Class 24 contains 13013 members 
Mstep: Class 25 contains 12667 members 
Mstep: Class 26 contains 2898 members 
Mstep: Class 27 contains 10217 members 
Mstep: Class 28 contains 2334 members 
Mstep: Class 29 contains 25617 members 
Mstep: Class 30 contains 37888 members 
Mstep: Class 31 contains 4592 members 
Mstep: Class 32 contains 23755 members 
Mstep: Class 33 contains 12278 members 
Mstep: Class 34 contains 6116 members 
Mstep: Class 35 contains 4601 members 
Mstep: Class 36 contains 2380 members 
Mstep: Class 37 contains 17786 members 
Mstep: Class 38 contains 8788 members 
Mstep: Class 39 contains 4970 members 
Mstep: Class 40 contains 14622 members 
Mstep: Class 41 contains 10859 members 
Mstep: Class 42 contains 13285 members 
Mstep: Class 43 contains 144506 members 
Mstep: Class 44 contains 22522 members 
Mstep: Class 45 contains 3023 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100313640.000000 Penalty: 99580.367188
Iteration 197Q: 46 clusters Score -1.003136e+08 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 8915 members 
Mstep: Class 3 contains 100546 members 
Mstep: Class 4 contains 10460 members 
Mstep: Class 5 contains 2248 members 
Mstep: Class 6 contains 30843 members 
Mstep: Class 7 contains 13356 members 
Mstep: Class 8 contains 8113 members 
Mstep: Class 9 contains 18201 members 
Mstep: Class 10 contains 9572 members 
Mstep: Class 11 contains 7483 members 
Mstep: Class 12 contains 3231 members 
Mstep: Class 13 contains 17948 members 
Mstep: Class 14 contains 38189 members 
Mstep: Class 15 contains 39880 members 
Mstep: Class 16 contains 3760 members 
Mstep: Class 17 contains 5778 members 
Mstep: Class 18 contains 47481 members 
Mstep: Class 19 contains 3436 members 
Mstep: Class 20 contains 3161 members 
Mstep: Class 21 contains 1108 members 
Mstep: Class 22 contains 3319 members 
Mstep: Class 23 contains 44112 members 
Mstep: Class 24 contains 13013 members 
Mstep: Class 25 contains 12667 members 
Mstep: Class 26 contains 2900 members 
Mstep: Class 27 contains 10219 members 
Mstep: Class 28 contains 2334 members 
Mstep: Class 29 contains 25618 members 
Mstep: Class 30 contains 37826 members 
Mstep: Class 31 contains 4589 members 
Mstep: Class 32 contains 23756 members 
Mstep: Class 33 contains 12281 members 
Mstep: Class 34 contains 6116 members 
Mstep: Class 35 contains 4604 members 
Mstep: Class 36 contains 2380 members 
Mstep: Class 37 contains 17788 members 
Mstep: Class 38 contains 8790 members 
Mstep: Class 39 contains 4971 members 
Mstep: Class 40 contains 14621 members 
Mstep: Class 41 contains 10861 members 
Mstep: Class 42 contains 13294 members 
Mstep: Class 43 contains 144507 members 
Mstep: Class 44 contains 22829 members 
Mstep: Class 45 contains 3020 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100313752.000000 Penalty: 99580.367188
Iteration 198Q: 46 clusters Score -1.003138e+08 nChanged 612
Entering ConstructFrom: 
Score: -100313752.000000 Penalty: 99580.367188
Entering ConstructFrom: 
Trying to split cluster 1 (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: -48344.582031 Penalty: 993.113464
	Iteration 0F: 2 clusters Score -48344.58 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 231 members 
Entering Unmasked Estep 
Score: -47435.976562 Penalty: 1986.226929
	Iteration 0F: 3 clusters Score -47435.98 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -47744.734375 Penalty: 1986.226929
	Iteration 1F: 3 clusters Score -47744.73 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -47908.414062 Penalty: 1986.226929
	Iteration 2F: 3 clusters Score -47908.41 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -47968.160156 Penalty: 1986.226929
	Iteration 3F: 3 clusters Score -47968.16 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -47993.785156 Penalty: 1986.226929
	Iteration 4Q: 3 clusters Score -47993.79 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -48007.558594 Penalty: 1986.226929
	Iteration 5Q: 3 clusters Score -48007.56 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -48037.621094 Penalty: 1986.226929
	Iteration 6Q: 3 clusters Score -48037.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -48069.257812 Penalty: 1986.226929
	Iteration 7Q: 3 clusters Score -48069.26 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -48074.140625 Penalty: 1986.226929
	Iteration 8Q: 3 clusters Score -48074.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -48074.140625 Penalty: 1986.226929
	Iteration 9F: 3 clusters Score -48074.14 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (8915 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8915 members 
Entering Unmasked Estep 
Score: -1114595.375000 Penalty: 1478.017212
	Iteration 0F: 2 clusters Score -1114595 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -1108125.000000 Penalty: 2956.034424
	Iteration 0F: 3 clusters Score -1108125 nChanged 3777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -1110257.375000 Penalty: 2956.034424
	Iteration 1F: 3 clusters Score -1110257 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -1110483.250000 Penalty: 2956.034424
	Iteration 2F: 3 clusters Score -1110483 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -1110669.375000 Penalty: 2956.034424
	Iteration 3Q: 3 clusters Score -1110669 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -1110852.875000 Penalty: 2956.034424
	Iteration 4Q: 3 clusters Score -1110853 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -1111042.000000 Penalty: 2956.034424
	Iteration 5Q: 3 clusters Score -1111042 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -1111217.500000 Penalty: 2956.034424
	Iteration 6Q: 3 clusters Score -1111218 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -1111393.250000 Penalty: 2956.034424
	Iteration 7Q: 3 clusters Score -1111393 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -1111583.875000 Penalty: 2956.034424
	Iteration 8Q: 3 clusters Score -1111584 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5759 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -1111773.375000 Penalty: 2956.034424
	Iteration 9Q: 3 clusters Score -1111773 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6029 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -1111979.750000 Penalty: 2956.034424
	Iteration 10Q: 3 clusters Score -1111980 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6308 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -1112166.125000 Penalty: 2956.034424
	Iteration 11Q: 3 clusters Score -1112166 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6598 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -1112340.500000 Penalty: 2956.034424
	Iteration 12Q: 3 clusters Score -1112340 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6868 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -1112495.250000 Penalty: 2956.034424
	Iteration 13Q: 3 clusters Score -1112495 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7113 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -1112629.750000 Penalty: 2956.034424
	Iteration 14Q: 3 clusters Score -1112630 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7317 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -1112736.875000 Penalty: 2956.034424
	Iteration 15Q: 3 clusters Score -1112737 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7506 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -1112831.750000 Penalty: 2956.034424
	Iteration 16Q: 3 clusters Score -1112832 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7676 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -1112910.125000 Penalty: 2956.034424
	Iteration 17Q: 3 clusters Score -1112910 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7802 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -1112958.250000 Penalty: 2956.034424
	Iteration 18Q: 3 clusters Score -1112958 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7898 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -1113009.125000 Penalty: 2956.034424
	Iteration 19Q: 3 clusters Score -1113009 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7983 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -1113047.875000 Penalty: 2956.034424
	Iteration 20F: 3 clusters Score -1113048 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8037 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -1113076.625000 Penalty: 2956.034424
	Iteration 21Q: 3 clusters Score -1113077 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8093 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -1113106.000000 Penalty: 2956.034424
	Iteration 22Q: 3 clusters Score -1113106 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8136 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -1113133.125000 Penalty: 2956.034424
	Iteration 23Q: 3 clusters Score -1113133 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8176 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -1113154.625000 Penalty: 2956.034424
	Iteration 24Q: 3 clusters Score -1113155 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8211 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -1113175.125000 Penalty: 2956.034424
	Iteration 25Q: 3 clusters Score -1113175 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8242 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -1113196.875000 Penalty: 2956.034424
	Iteration 26Q: 3 clusters Score -1113197 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8269 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -1113206.625000 Penalty: 2956.034424
	Iteration 27Q: 3 clusters Score -1113207 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8297 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -1113223.750000 Penalty: 2956.034424
	Iteration 28Q: 3 clusters Score -1113224 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8319 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -1113240.500000 Penalty: 2956.034424
	Iteration 29Q: 3 clusters Score -1113240 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8337 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -1113245.500000 Penalty: 2956.034424
	Iteration 30Q: 3 clusters Score -1113246 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8351 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -1113254.375000 Penalty: 2956.034424
	Iteration 31Q: 3 clusters Score -1113254 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8363 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -1113265.375000 Penalty: 2956.034424
	Iteration 32Q: 3 clusters Score -1113265 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8380 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -1113274.000000 Penalty: 2956.034424
	Iteration 33Q: 3 clusters Score -1113274 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8397 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -1113282.000000 Penalty: 2956.034424
	Iteration 34Q: 3 clusters Score -1113282 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8410 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -1113291.500000 Penalty: 2956.034424
	Iteration 35Q: 3 clusters Score -1113292 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8414 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -1113293.500000 Penalty: 2956.034424
	Iteration 36Q: 3 clusters Score -1113294 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8421 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -1113297.000000 Penalty: 2956.034424
	Iteration 37Q: 3 clusters Score -1113297 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8425 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -1113300.625000 Penalty: 2956.034424
	Iteration 38Q: 3 clusters Score -1113301 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8430 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -1113305.500000 Penalty: 2956.034424
	Iteration 39Q: 3 clusters Score -1113306 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8434 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -1113307.875000 Penalty: 2956.034424
	Iteration 40F: 3 clusters Score -1113308 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8440 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -1113307.250000 Penalty: 2956.034424
	Iteration 41Q: 3 clusters Score -1113307 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8446 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -1113312.125000 Penalty: 2956.034424
	Iteration 42Q: 3 clusters Score -1113312 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8450 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -1113313.625000 Penalty: 2956.034424
	Iteration 43Q: 3 clusters Score -1113314 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8458 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -1113321.625000 Penalty: 2956.034424
	Iteration 44Q: 3 clusters Score -1113322 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8467 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -1113327.250000 Penalty: 2956.034424
	Iteration 45Q: 3 clusters Score -1113327 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8471 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -1113330.125000 Penalty: 2956.034424
	Iteration 46Q: 3 clusters Score -1113330 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8473 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -1113331.625000 Penalty: 2956.034424
	Iteration 47Q: 3 clusters Score -1113332 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8474 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -1113331.375000 Penalty: 2956.034424
	Iteration 48Q: 3 clusters Score -1113331 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8475 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -1113329.500000 Penalty: 2956.034424
	Iteration 49Q: 3 clusters Score -1113330 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8475 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -1113329.500000 Penalty: 2956.034424
	Iteration 50F: 3 clusters Score -1113330 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (100546 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100546 members 
Entering Unmasked Estep 
Score: -12678706.000000 Penalty: 1871.735229
	Iteration 0F: 2 clusters Score -1.267871e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50440 members 
Mstep: Class 2 contains 50106 members 
Entering Unmasked Estep 
Score: -12612026.000000 Penalty: 3743.470459
	Iteration 0F: 3 clusters Score -1.261203e+07 nChanged 48026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51092 members 
Mstep: Class 2 contains 49454 members 
Entering Unmasked Estep 
Score: -12640021.000000 Penalty: 3743.470459
	Iteration 1F: 3 clusters Score -1.264002e+07 nChanged 4146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51012 members 
Mstep: Class 2 contains 49534 members 
Entering Unmasked Estep 
Score: -12641503.000000 Penalty: 3743.470459
	Iteration 2Q: 3 clusters Score -1.26415e+07 nChanged 5031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50825 members 
Mstep: Class 2 contains 49721 members 
Entering Unmasked Estep 
Score: -12643881.000000 Penalty: 3743.470459
	Iteration 3F: 3 clusters Score -1.264388e+07 nChanged 6053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50750 members 
Mstep: Class 2 contains 49796 members 
Entering Unmasked Estep 
Score: -12647466.000000 Penalty: 3743.470459
	Iteration 4F: 3 clusters Score -1.264747e+07 nChanged 6793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51101 members 
Mstep: Class 2 contains 49445 members 
Entering Unmasked Estep 
Score: -12651970.000000 Penalty: 3743.470459
	Iteration 5F: 3 clusters Score -1.265197e+07 nChanged 6943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52352 members 
Mstep: Class 2 contains 48194 members 
Entering Unmasked Estep 
Score: -12656717.000000 Penalty: 3743.470459
	Iteration 6F: 3 clusters Score -1.265672e+07 nChanged 6306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54386 members 
Mstep: Class 2 contains 46160 members 
Entering Unmasked Estep 
Score: -12660795.000000 Penalty: 3743.470459
	Iteration 7F: 3 clusters Score -1.26608e+07 nChanged 5135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56955 members 
Mstep: Class 2 contains 43591 members 
Entering Unmasked Estep 
Score: -12663675.000000 Penalty: 3743.470459
	Iteration 8F: 3 clusters Score -1.266368e+07 nChanged 4142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59845 members 
Mstep: Class 2 contains 40701 members 
Entering Unmasked Estep 
Score: -12665676.000000 Penalty: 3743.470459
	Iteration 9Q: 3 clusters Score -1.266568e+07 nChanged 3430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62789 members 
Mstep: Class 2 contains 37757 members 
Entering Unmasked Estep 
Score: -12667110.000000 Penalty: 3743.470459
	Iteration 10Q: 3 clusters Score -1.266711e+07 nChanged 3122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65827 members 
Mstep: Class 2 contains 34719 members 
Entering Unmasked Estep 
Score: -12668354.000000 Penalty: 3743.470459
	Iteration 11Q: 3 clusters Score -1.266835e+07 nChanged 3071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68874 members 
Mstep: Class 2 contains 31672 members 
Entering Unmasked Estep 
Score: -12669504.000000 Penalty: 3743.470459
	Iteration 12Q: 3 clusters Score -1.26695e+07 nChanged 3099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71973 members 
Mstep: Class 2 contains 28573 members 
Entering Unmasked Estep 
Score: -12670607.000000 Penalty: 3743.470459
	Iteration 13Q: 3 clusters Score -1.267061e+07 nChanged 2917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74890 members 
Mstep: Class 2 contains 25656 members 
Entering Unmasked Estep 
Score: -12671678.000000 Penalty: 3743.470459
	Iteration 14Q: 3 clusters Score -1.267168e+07 nChanged 2844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77734 members 
Mstep: Class 2 contains 22812 members 
Entering Unmasked Estep 
Score: -12672759.000000 Penalty: 3743.470459
	Iteration 15Q: 3 clusters Score -1.267276e+07 nChanged 2749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80483 members 
Mstep: Class 2 contains 20063 members 
Entering Unmasked Estep 
Score: -12673774.000000 Penalty: 3743.470459
	Iteration 16Q: 3 clusters Score -1.267377e+07 nChanged 2484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82967 members 
Mstep: Class 2 contains 17579 members 
Entering Unmasked Estep 
Score: -12674684.000000 Penalty: 3743.470459
	Iteration 17Q: 3 clusters Score -1.267468e+07 nChanged 2238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85205 members 
Mstep: Class 2 contains 15341 members 
Entering Unmasked Estep 
Score: -12675559.000000 Penalty: 3743.470459
	Iteration 18Q: 3 clusters Score -1.267556e+07 nChanged 1997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87200 members 
Mstep: Class 2 contains 13346 members 
Entering Unmasked Estep 
Score: -12676174.000000 Penalty: 3743.470459
	Iteration 19Q: 3 clusters Score -1.267617e+07 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88893 members 
Mstep: Class 2 contains 11653 members 
Entering Unmasked Estep 
Score: -12676641.000000 Penalty: 3743.470459
	Iteration 20F: 3 clusters Score -1.267664e+07 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90268 members 
Mstep: Class 2 contains 10278 members 
Entering Unmasked Estep 
Score: -12677057.000000 Penalty: 3743.470459
	Iteration 21Q: 3 clusters Score -1.267706e+07 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91380 members 
Mstep: Class 2 contains 9166 members 
Entering Unmasked Estep 
Score: -12677398.000000 Penalty: 3743.470459
	Iteration 22Q: 3 clusters Score -1.26774e+07 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92283 members 
Mstep: Class 2 contains 8263 members 
Entering Unmasked Estep 
Score: -12677631.000000 Penalty: 3743.470459
	Iteration 23Q: 3 clusters Score -1.267763e+07 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92999 members 
Mstep: Class 2 contains 7547 members 
Entering Unmasked Estep 
Score: -12677829.000000 Penalty: 3743.470459
	Iteration 24Q: 3 clusters Score -1.267783e+07 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93567 members 
Mstep: Class 2 contains 6979 members 
Entering Unmasked Estep 
Score: -12677918.000000 Penalty: 3743.470459
	Iteration 25Q: 3 clusters Score -1.267792e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94017 members 
Mstep: Class 2 contains 6529 members 
Entering Unmasked Estep 
Score: -12677990.000000 Penalty: 3743.470459
	Iteration 26Q: 3 clusters Score -1.267799e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94381 members 
Mstep: Class 2 contains 6165 members 
Entering Unmasked Estep 
Score: -12678038.000000 Penalty: 3743.470459
	Iteration 27Q: 3 clusters Score -1.267804e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94712 members 
Mstep: Class 2 contains 5834 members 
Entering Unmasked Estep 
Score: -12678103.000000 Penalty: 3743.470459
	Iteration 28Q: 3 clusters Score -1.26781e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94992 members 
Mstep: Class 2 contains 5554 members 
Entering Unmasked Estep 
Score: -12678174.000000 Penalty: 3743.470459
	Iteration 29Q: 3 clusters Score -1.267817e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95248 members 
Mstep: Class 2 contains 5298 members 
Entering Unmasked Estep 
Score: -12678161.000000 Penalty: 3743.470459
	Iteration 30Q: 3 clusters Score -1.267816e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95441 members 
Mstep: Class 2 contains 5105 members 
Entering Unmasked Estep 
Score: -12678187.000000 Penalty: 3743.470459
	Iteration 31Q: 3 clusters Score -1.267819e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95603 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -12678214.000000 Penalty: 3743.470459
	Iteration 32Q: 3 clusters Score -1.267821e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95723 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -12678215.000000 Penalty: 3743.470459
	Iteration 33Q: 3 clusters Score -1.267822e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95826 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -12678214.000000 Penalty: 3743.470459
	Iteration 34Q: 3 clusters Score -1.267821e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95900 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -12678249.000000 Penalty: 3743.470459
	Iteration 35Q: 3 clusters Score -1.267825e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95965 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -12678234.000000 Penalty: 3743.470459
	Iteration 36Q: 3 clusters Score -1.267823e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96022 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -12678248.000000 Penalty: 3743.470459
	Iteration 37Q: 3 clusters Score -1.267825e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96076 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -12678243.000000 Penalty: 3743.470459
	Iteration 38Q: 3 clusters Score -1.267824e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96126 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -12678253.000000 Penalty: 3743.470459
	Iteration 39Q: 3 clusters Score -1.267825e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96164 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -12678264.000000 Penalty: 3743.470459
	Iteration 40F: 3 clusters Score -1.267826e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96193 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -12678256.000000 Penalty: 3743.470459
	Iteration 41Q: 3 clusters Score -1.267826e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96222 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -12678249.000000 Penalty: 3743.470459
	Iteration 42Q: 3 clusters Score -1.267825e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96248 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -12678256.000000 Penalty: 3743.470459
	Iteration 43Q: 3 clusters Score -1.267826e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96270 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -12678244.000000 Penalty: 3743.470459
	Iteration 44Q: 3 clusters Score -1.267824e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96290 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -12678245.000000 Penalty: 3743.470459
	Iteration 45Q: 3 clusters Score -1.267824e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96314 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -12678251.000000 Penalty: 3743.470459
	Iteration 46Q: 3 clusters Score -1.267825e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96340 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -12678251.000000 Penalty: 3743.470459
	Iteration 47Q: 3 clusters Score -1.267825e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96357 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -12678244.000000 Penalty: 3743.470459
	Iteration 48Q: 3 clusters Score -1.267824e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96372 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -12678238.000000 Penalty: 3743.470459
	Iteration 49Q: 3 clusters Score -1.267824e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96384 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -12678239.000000 Penalty: 3743.470459
	Iteration 50Q: 3 clusters Score -1.267824e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96405 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -12678236.000000 Penalty: 3743.470459
	Iteration 51Q: 3 clusters Score -1.267824e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96422 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -12678230.000000 Penalty: 3743.470459
	Iteration 52Q: 3 clusters Score -1.267823e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96439 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -12678236.000000 Penalty: 3743.470459
	Iteration 53Q: 3 clusters Score -1.267824e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96445 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -12678250.000000 Penalty: 3743.470459
	Iteration 54Q: 3 clusters Score -1.267825e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96449 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -12678248.000000 Penalty: 3743.470459
	Iteration 55Q: 3 clusters Score -1.267825e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96452 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -12678240.000000 Penalty: 3743.470459
	Iteration 56Q: 3 clusters Score -1.267824e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96454 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -12678240.000000 Penalty: 3743.470459
	Iteration 57Q: 3 clusters Score -1.267824e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96454 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -12678241.000000 Penalty: 3743.470459
	Iteration 58Q: 3 clusters Score -1.267824e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96458 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -12678245.000000 Penalty: 3743.470459
	Iteration 59Q: 3 clusters Score -1.267824e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96466 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -12678242.000000 Penalty: 3743.470459
	Iteration 60F: 3 clusters Score -1.267824e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96472 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -12678249.000000 Penalty: 3743.470459
	Iteration 61Q: 3 clusters Score -1.267825e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96474 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -12678249.000000 Penalty: 3743.470459
	Iteration 62Q: 3 clusters Score -1.267825e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96475 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -12678252.000000 Penalty: 3743.470459
	Iteration 63Q: 3 clusters Score -1.267825e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96475 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -12678252.000000 Penalty: 3743.470459
	Iteration 64F: 3 clusters Score -1.267825e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (10461 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10461 members 
Entering Unmasked Estep 
Score: -1362491.625000 Penalty: 1504.004028
	Iteration 0F: 2 clusters Score -1362492 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Mstep: Class 2 contains 5283 members 
Entering Unmasked Estep 
Score: -1354978.875000 Penalty: 3008.008057
	Iteration 0F: 3 clusters Score -1354979 nChanged 4564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 5437 members 
Entering Unmasked Estep 
Score: -1357522.250000 Penalty: 3008.008057
	Iteration 1F: 3 clusters Score -1357522 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 5549 members 
Entering Unmasked Estep 
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	Iteration 2F: 3 clusters Score -1357866 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 5637 members 
Entering Unmasked Estep 
Score: -1358198.125000 Penalty: 3008.008057
	Iteration 3F: 3 clusters Score -1358198 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 5724 members 
Entering Unmasked Estep 
Score: -1358485.500000 Penalty: 3008.008057
	Iteration 4Q: 3 clusters Score -1358486 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 5772 members 
Entering Unmasked Estep 
Score: -1358687.625000 Penalty: 3008.008057
	Iteration 5Q: 3 clusters Score -1358688 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 5814 members 
Entering Unmasked Estep 
Score: -1358849.375000 Penalty: 3008.008057
	Iteration 6Q: 3 clusters Score -1358849 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 5861 members 
Entering Unmasked Estep 
Score: -1358997.250000 Penalty: 3008.008057
	Iteration 7Q: 3 clusters Score -1358997 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 5891 members 
Entering Unmasked Estep 
Score: -1359139.875000 Penalty: 3008.008057
	Iteration 8Q: 3 clusters Score -1359140 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 5873 members 
Entering Unmasked Estep 
Score: -1359272.625000 Penalty: 3008.008057
	Iteration 9Q: 3 clusters Score -1359273 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 5833 members 
Entering Unmasked Estep 
Score: -1359408.875000 Penalty: 3008.008057
	Iteration 10Q: 3 clusters Score -1359409 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 5782 members 
Entering Unmasked Estep 
Score: -1359538.500000 Penalty: 3008.008057
	Iteration 11Q: 3 clusters Score -1359538 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 5726 members 
Entering Unmasked Estep 
Score: -1359656.125000 Penalty: 3008.008057
	Iteration 12Q: 3 clusters Score -1359656 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 5661 members 
Entering Unmasked Estep 
Score: -1359763.250000 Penalty: 3008.008057
	Iteration 13Q: 3 clusters Score -1359763 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 5577 members 
Entering Unmasked Estep 
Score: -1359870.625000 Penalty: 3008.008057
	Iteration 14Q: 3 clusters Score -1359871 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 5472 members 
Entering Unmasked Estep 
Score: -1359967.500000 Penalty: 3008.008057
	Iteration 15Q: 3 clusters Score -1359968 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -1360073.375000 Penalty: 3008.008057
	Iteration 16Q: 3 clusters Score -1360073 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -1360167.500000 Penalty: 3008.008057
	Iteration 17Q: 3 clusters Score -1360168 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5444 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -1360266.375000 Penalty: 3008.008057
	Iteration 18Q: 3 clusters Score -1360266 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5628 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -1360356.250000 Penalty: 3008.008057
	Iteration 19Q: 3 clusters Score -1360356 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -1360442.250000 Penalty: 3008.008057
	Iteration 20F: 3 clusters Score -1360442 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6006 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -1360518.000000 Penalty: 3008.008057
	Iteration 21Q: 3 clusters Score -1360518 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6218 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -1360612.875000 Penalty: 3008.008057
	Iteration 22Q: 3 clusters Score -1360613 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6421 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -1360704.500000 Penalty: 3008.008057
	Iteration 23Q: 3 clusters Score -1360704 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6635 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -1360813.500000 Penalty: 3008.008057
	Iteration 24Q: 3 clusters Score -1360814 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6839 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -1360915.375000 Penalty: 3008.008057
	Iteration 25Q: 3 clusters Score -1360915 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7020 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -1361010.375000 Penalty: 3008.008057
	Iteration 26Q: 3 clusters Score -1361010 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7185 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -1361087.500000 Penalty: 3008.008057
	Iteration 27Q: 3 clusters Score -1361088 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7322 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -1361147.375000 Penalty: 3008.008057
	Iteration 28Q: 3 clusters Score -1361147 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7441 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -1361214.500000 Penalty: 3008.008057
	Iteration 29Q: 3 clusters Score -1361214 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7570 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -1361288.875000 Penalty: 3008.008057
	Iteration 30Q: 3 clusters Score -1361289 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7696 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -1361353.500000 Penalty: 3008.008057
	Iteration 31Q: 3 clusters Score -1361354 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7816 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -1361415.750000 Penalty: 3008.008057
	Iteration 32Q: 3 clusters Score -1361416 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7930 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -1361476.500000 Penalty: 3008.008057
	Iteration 33Q: 3 clusters Score -1361476 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8039 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -1361540.625000 Penalty: 3008.008057
	Iteration 34Q: 3 clusters Score -1361541 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8158 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -1361593.625000 Penalty: 3008.008057
	Iteration 35Q: 3 clusters Score -1361594 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8253 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -1361629.625000 Penalty: 3008.008057
	Iteration 36Q: 3 clusters Score -1361630 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8340 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -1361666.875000 Penalty: 3008.008057
	Iteration 37Q: 3 clusters Score -1361667 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8414 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -1361691.250000 Penalty: 3008.008057
	Iteration 38Q: 3 clusters Score -1361691 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8472 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -1361706.875000 Penalty: 3008.008057
	Iteration 39Q: 3 clusters Score -1361707 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8519 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -1361731.875000 Penalty: 3008.008057
	Iteration 40F: 3 clusters Score -1361732 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8561 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -1361735.750000 Penalty: 3008.008057
	Iteration 41Q: 3 clusters Score -1361736 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8596 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -1361750.750000 Penalty: 3008.008057
	Iteration 42Q: 3 clusters Score -1361751 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8628 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -1361760.750000 Penalty: 3008.008057
	Iteration 43Q: 3 clusters Score -1361761 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8656 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -1361771.500000 Penalty: 3008.008057
	Iteration 44Q: 3 clusters Score -1361772 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8688 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -1361775.250000 Penalty: 3008.008057
	Iteration 45Q: 3 clusters Score -1361775 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8712 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -1361783.625000 Penalty: 3008.008057
	Iteration 46Q: 3 clusters Score -1361784 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8739 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -1361787.250000 Penalty: 3008.008057
	Iteration 47Q: 3 clusters Score -1361787 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8758 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -1361794.375000 Penalty: 3008.008057
	Iteration 48Q: 3 clusters Score -1361794 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8776 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -1361798.500000 Penalty: 3008.008057
	Iteration 49Q: 3 clusters Score -1361798 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8788 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -1361803.625000 Penalty: 3008.008057
	Iteration 50Q: 3 clusters Score -1361804 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8803 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -1361803.750000 Penalty: 3008.008057
	Iteration 51Q: 3 clusters Score -1361804 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8822 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -1361811.000000 Penalty: 3008.008057
	Iteration 52Q: 3 clusters Score -1361811 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8844 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -1361820.875000 Penalty: 3008.008057
	Iteration 53Q: 3 clusters Score -1361821 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8869 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -1361830.750000 Penalty: 3008.008057
	Iteration 54Q: 3 clusters Score -1361831 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8887 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -1361834.125000 Penalty: 3008.008057
	Iteration 55Q: 3 clusters Score -1361834 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8907 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -1361840.875000 Penalty: 3008.008057
	Iteration 56Q: 3 clusters Score -1361841 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8927 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -1361849.625000 Penalty: 3008.008057
	Iteration 57Q: 3 clusters Score -1361850 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8946 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -1361852.625000 Penalty: 3008.008057
	Iteration 58Q: 3 clusters Score -1361853 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8961 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -1361857.750000 Penalty: 3008.008057
	Iteration 59Q: 3 clusters Score -1361858 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8969 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -1361858.250000 Penalty: 3008.008057
	Iteration 60F: 3 clusters Score -1361858 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8980 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -1361861.000000 Penalty: 3008.008057
	Iteration 61Q: 3 clusters Score -1361861 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8989 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -1361863.125000 Penalty: 3008.008057
	Iteration 62Q: 3 clusters Score -1361863 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9001 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -1361863.000000 Penalty: 3008.008057
	Iteration 63Q: 3 clusters Score -1361863 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9012 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -1361869.125000 Penalty: 3008.008057
	Iteration 64Q: 3 clusters Score -1361869 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9025 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -1361868.250000 Penalty: 3008.008057
	Iteration 65Q: 3 clusters Score -1361868 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9036 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -1361873.750000 Penalty: 3008.008057
	Iteration 66Q: 3 clusters Score -1361874 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9044 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -1361877.000000 Penalty: 3008.008057
	Iteration 67Q: 3 clusters Score -1361877 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9054 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -1361878.625000 Penalty: 3008.008057
	Iteration 68Q: 3 clusters Score -1361879 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9065 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -1361884.000000 Penalty: 3008.008057
	Iteration 69Q: 3 clusters Score -1361884 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9078 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -1361886.125000 Penalty: 3008.008057
	Iteration 70Q: 3 clusters Score -1361886 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9085 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -1361888.125000 Penalty: 3008.008057
	Iteration 71Q: 3 clusters Score -1361888 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9093 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -1361889.000000 Penalty: 3008.008057
	Iteration 72Q: 3 clusters Score -1361889 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9097 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -1361889.250000 Penalty: 3008.008057
	Iteration 73Q: 3 clusters Score -1361889 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9104 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -1361890.875000 Penalty: 3008.008057
	Iteration 74Q: 3 clusters Score -1361891 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9109 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -1361893.250000 Penalty: 3008.008057
	Iteration 75Q: 3 clusters Score -1361893 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9118 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -1361894.125000 Penalty: 3008.008057
	Iteration 76Q: 3 clusters Score -1361894 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9125 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -1361894.250000 Penalty: 3008.008057
	Iteration 77Q: 3 clusters Score -1361894 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9135 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -1361896.500000 Penalty: 3008.008057
	Iteration 78Q: 3 clusters Score -1361896 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9148 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -1361900.500000 Penalty: 3008.008057
	Iteration 79Q: 3 clusters Score -1361900 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9158 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -1361902.125000 Penalty: 3008.008057
	Iteration 80F: 3 clusters Score -1361902 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9172 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -1361906.375000 Penalty: 3008.008057
	Iteration 81Q: 3 clusters Score -1361906 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9188 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -1361910.750000 Penalty: 3008.008057
	Iteration 82Q: 3 clusters Score -1361911 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9209 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -1361917.625000 Penalty: 3008.008057
	Iteration 83Q: 3 clusters Score -1361918 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9222 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -1361923.000000 Penalty: 3008.008057
	Iteration 84Q: 3 clusters Score -1361923 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9241 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -1361936.125000 Penalty: 3008.008057
	Iteration 85Q: 3 clusters Score -1361936 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9258 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -1361940.625000 Penalty: 3008.008057
	Iteration 86Q: 3 clusters Score -1361941 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9273 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -1361944.500000 Penalty: 3008.008057
	Iteration 87Q: 3 clusters Score -1361944 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9282 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -1361950.750000 Penalty: 3008.008057
	Iteration 88Q: 3 clusters Score -1361951 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9296 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -1361954.750000 Penalty: 3008.008057
	Iteration 89Q: 3 clusters Score -1361955 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9302 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -1361953.250000 Penalty: 3008.008057
	Iteration 90Q: 3 clusters Score -1361953 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9307 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -1361958.000000 Penalty: 3008.008057
	Iteration 91Q: 3 clusters Score -1361958 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9313 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -1361961.500000 Penalty: 3008.008057
	Iteration 92Q: 3 clusters Score -1361962 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9321 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -1361958.250000 Penalty: 3008.008057
	Iteration 93Q: 3 clusters Score -1361958 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9329 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -1361961.375000 Penalty: 3008.008057
	Iteration 94Q: 3 clusters Score -1361961 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9337 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -1361963.250000 Penalty: 3008.008057
	Iteration 95Q: 3 clusters Score -1361963 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9344 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -1361963.750000 Penalty: 3008.008057
	Iteration 96Q: 3 clusters Score -1361964 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9353 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -1361964.750000 Penalty: 3008.008057
	Iteration 97Q: 3 clusters Score -1361965 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9359 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -1361966.375000 Penalty: 3008.008057
	Iteration 98Q: 3 clusters Score -1361966 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9362 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -1361969.000000 Penalty: 3008.008057
	Iteration 99Q: 3 clusters Score -1361969 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9368 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -1361966.500000 Penalty: 3008.008057
	Iteration 100F: 3 clusters Score -1361966 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9379 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -1361975.625000 Penalty: 3008.008057
	Iteration 101Q: 3 clusters Score -1361976 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9386 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -1361976.125000 Penalty: 3008.008057
	Iteration 102Q: 3 clusters Score -1361976 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9393 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -1361978.500000 Penalty: 3008.008057
	Iteration 103Q: 3 clusters Score -1361978 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9400 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -1361980.125000 Penalty: 3008.008057
	Iteration 104Q: 3 clusters Score -1361980 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9404 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -1361981.875000 Penalty: 3008.008057
	Iteration 105Q: 3 clusters Score -1361982 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9408 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -1361983.750000 Penalty: 3008.008057
	Iteration 106Q: 3 clusters Score -1361984 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9409 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -1361983.125000 Penalty: 3008.008057
	Iteration 107Q: 3 clusters Score -1361983 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9409 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -1361983.125000 Penalty: 3008.008057
	Iteration 108F: 3 clusters Score -1361983 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (2246 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Entering Unmasked Estep 
Score: -267467.968750 Penalty: 1253.997192
	Iteration 0F: 2 clusters Score -267468 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -265243.562500 Penalty: 2507.994385
	Iteration 0F: 3 clusters Score -265243.6 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -265831.687500 Penalty: 2507.994385
	Iteration 1F: 3 clusters Score -265831.7 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -266000.312500 Penalty: 2507.994385
	Iteration 2F: 3 clusters Score -266000.3 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -266100.781250 Penalty: 2507.994385
	Iteration 3F: 3 clusters Score -266100.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -266162.531250 Penalty: 2507.994385
	Iteration 4Q: 3 clusters Score -266162.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -266207.531250 Penalty: 2507.994385
	Iteration 5Q: 3 clusters Score -266207.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -266237.343750 Penalty: 2507.994385
	Iteration 6Q: 3 clusters Score -266237.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -266255.437500 Penalty: 2507.994385
	Iteration 7Q: 3 clusters Score -266255.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -266268.593750 Penalty: 2507.994385
	Iteration 8Q: 3 clusters Score -266268.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -266279.031250 Penalty: 2507.994385
	Iteration 9Q: 3 clusters Score -266279 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -266289.156250 Penalty: 2507.994385
	Iteration 10Q: 3 clusters Score -266289.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -266299.062500 Penalty: 2507.994385
	Iteration 11Q: 3 clusters Score -266299.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -266310.718750 Penalty: 2507.994385
	Iteration 12Q: 3 clusters Score -266310.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -266320.781250 Penalty: 2507.994385
	Iteration 13Q: 3 clusters Score -266320.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -266329.375000 Penalty: 2507.994385
	Iteration 14Q: 3 clusters Score -266329.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -266340.625000 Penalty: 2507.994385
	Iteration 15Q: 3 clusters Score -266340.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -266348.937500 Penalty: 2507.994385
	Iteration 16Q: 3 clusters Score -266348.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -266356.500000 Penalty: 2507.994385
	Iteration 17Q: 3 clusters Score -266356.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -266366.125000 Penalty: 2507.994385
	Iteration 18Q: 3 clusters Score -266366.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -266375.281250 Penalty: 2507.994385
	Iteration 19Q: 3 clusters Score -266375.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -266385.656250 Penalty: 2507.994385
	Iteration 20F: 3 clusters Score -266385.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -266395.718750 Penalty: 2507.994385
	Iteration 21Q: 3 clusters Score -266395.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -266408.062500 Penalty: 2507.994385
	Iteration 22Q: 3 clusters Score -266408.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -266416.781250 Penalty: 2507.994385
	Iteration 23Q: 3 clusters Score -266416.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -266421.906250 Penalty: 2507.994385
	Iteration 24Q: 3 clusters Score -266421.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -266425.968750 Penalty: 2507.994385
	Iteration 25Q: 3 clusters Score -266426 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -266429.750000 Penalty: 2507.994385
	Iteration 26Q: 3 clusters Score -266429.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -266430.687500 Penalty: 2507.994385
	Iteration 27Q: 3 clusters Score -266430.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -266431.625000 Penalty: 2507.994385
	Iteration 28Q: 3 clusters Score -266431.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -266433.437500 Penalty: 2507.994385
	Iteration 29Q: 3 clusters Score -266433.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -266436.500000 Penalty: 2507.994385
	Iteration 30Q: 3 clusters Score -266436.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -266438.437500 Penalty: 2507.994385
	Iteration 31Q: 3 clusters Score -266438.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -266440.906250 Penalty: 2507.994385
	Iteration 32Q: 3 clusters Score -266440.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -266442.812500 Penalty: 2507.994385
	Iteration 33Q: 3 clusters Score -266442.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -266444.437500 Penalty: 2507.994385
	Iteration 34Q: 3 clusters Score -266444.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -266444.750000 Penalty: 2507.994385
	Iteration 35Q: 3 clusters Score -266444.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -266444.906250 Penalty: 2507.994385
	Iteration 36Q: 3 clusters Score -266444.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -266444.906250 Penalty: 2507.994385
	Iteration 37F: 3 clusters Score -266444.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (30516 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30516 members 
Entering Unmasked Estep 
Score: -3875222.000000 Penalty: 1677.975952
	Iteration 0F: 2 clusters Score -3875222 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15303 members 
Mstep: Class 2 contains 15213 members 
Entering Unmasked Estep 
Score: -3854599.750000 Penalty: 3355.951904
	Iteration 0F: 3 clusters Score -3854600 nChanged 14129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15910 members 
Mstep: Class 2 contains 14606 members 
Entering Unmasked Estep 
Score: -3862615.500000 Penalty: 3355.951904
	Iteration 1F: 3 clusters Score -3862616 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16209 members 
Mstep: Class 2 contains 14307 members 
Entering Unmasked Estep 
Score: -3863057.500000 Penalty: 3355.951904
	Iteration 2Q: 3 clusters Score -3863058 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16641 members 
Mstep: Class 2 contains 13875 members 
Entering Unmasked Estep 
Score: -3863572.250000 Penalty: 3355.951904
	Iteration 3Q: 3 clusters Score -3863572 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17304 members 
Mstep: Class 2 contains 13212 members 
Entering Unmasked Estep 
Score: -3864227.750000 Penalty: 3355.951904
	Iteration 4Q: 3 clusters Score -3864228 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18298 members 
Mstep: Class 2 contains 12218 members 
Entering Unmasked Estep 
Score: -3865039.250000 Penalty: 3355.951904
	Iteration 5F: 3 clusters Score -3865039 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19564 members 
Mstep: Class 2 contains 10952 members 
Entering Unmasked Estep 
Score: -3866100.750000 Penalty: 3355.951904
	Iteration 6F: 3 clusters Score -3866101 nChanged 1963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21179 members 
Mstep: Class 2 contains 9337 members 
Entering Unmasked Estep 
Score: -3867602.750000 Penalty: 3355.951904
	Iteration 7F: 3 clusters Score -3867603 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22852 members 
Mstep: Class 2 contains 7664 members 
Entering Unmasked Estep 
Score: -3869161.500000 Penalty: 3355.951904
	Iteration 8F: 3 clusters Score -3869162 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24295 members 
Mstep: Class 2 contains 6221 members 
Entering Unmasked Estep 
Score: -3870549.250000 Penalty: 3355.951904
	Iteration 9F: 3 clusters Score -3870549 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25401 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -3871528.500000 Penalty: 3355.951904
	Iteration 10Q: 3 clusters Score -3871528 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26230 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -3872161.500000 Penalty: 3355.951904
	Iteration 11Q: 3 clusters Score -3872162 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26906 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -3872631.750000 Penalty: 3355.951904
	Iteration 12Q: 3 clusters Score -3872632 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27408 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -3872972.500000 Penalty: 3355.951904
	Iteration 13Q: 3 clusters Score -3872972 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27812 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -3873285.250000 Penalty: 3355.951904
	Iteration 14Q: 3 clusters Score -3873285 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28099 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -3873514.750000 Penalty: 3355.951904
	Iteration 15Q: 3 clusters Score -3873515 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28321 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -3873675.500000 Penalty: 3355.951904
	Iteration 16Q: 3 clusters Score -3873676 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28507 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -3873779.500000 Penalty: 3355.951904
	Iteration 17Q: 3 clusters Score -3873780 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28636 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -3873841.000000 Penalty: 3355.951904
	Iteration 18Q: 3 clusters Score -3873841 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28727 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -3873878.250000 Penalty: 3355.951904
	Iteration 19Q: 3 clusters Score -3873878 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28794 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -3873902.750000 Penalty: 3355.951904
	Iteration 20F: 3 clusters Score -3873903 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28855 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -3873929.750000 Penalty: 3355.951904
	Iteration 21Q: 3 clusters Score -3873930 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28910 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -3873953.250000 Penalty: 3355.951904
	Iteration 22Q: 3 clusters Score -3873953 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28949 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -3873967.750000 Penalty: 3355.951904
	Iteration 23Q: 3 clusters Score -3873968 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28977 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -3873982.000000 Penalty: 3355.951904
	Iteration 24Q: 3 clusters Score -3873982 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29012 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -3873992.750000 Penalty: 3355.951904
	Iteration 25Q: 3 clusters Score -3873993 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29033 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -3873991.250000 Penalty: 3355.951904
	Iteration 26Q: 3 clusters Score -3873991 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29060 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -3874000.000000 Penalty: 3355.951904
	Iteration 27Q: 3 clusters Score -3874000 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29080 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -3874008.250000 Penalty: 3355.951904
	Iteration 28Q: 3 clusters Score -3874008 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29100 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -3874013.250000 Penalty: 3355.951904
	Iteration 29Q: 3 clusters Score -3874013 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29115 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -3874011.000000 Penalty: 3355.951904
	Iteration 30Q: 3 clusters Score -3874011 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29124 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -3874016.750000 Penalty: 3355.951904
	Iteration 31Q: 3 clusters Score -3874017 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29135 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -3874016.500000 Penalty: 3355.951904
	Iteration 32Q: 3 clusters Score -3874016 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29144 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -3874016.750000 Penalty: 3355.951904
	Iteration 33Q: 3 clusters Score -3874017 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29153 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -3874016.750000 Penalty: 3355.951904
	Iteration 34Q: 3 clusters Score -3874017 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29160 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -3874018.500000 Penalty: 3355.951904
	Iteration 35Q: 3 clusters Score -3874018 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29167 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -3874019.500000 Penalty: 3355.951904
	Iteration 36Q: 3 clusters Score -3874020 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29178 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -3874023.000000 Penalty: 3355.951904
	Iteration 37Q: 3 clusters Score -3874023 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29193 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -3874025.750000 Penalty: 3355.951904
	Iteration 38Q: 3 clusters Score -3874026 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29206 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -3874030.500000 Penalty: 3355.951904
	Iteration 39Q: 3 clusters Score -3874030 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29222 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -3874033.500000 Penalty: 3355.951904
	Iteration 40F: 3 clusters Score -3874034 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29229 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -3874037.750000 Penalty: 3355.951904
	Iteration 41Q: 3 clusters Score -3874038 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29234 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -3874039.500000 Penalty: 3355.951904
	Iteration 42Q: 3 clusters Score -3874040 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29237 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -3874040.750000 Penalty: 3355.951904
	Iteration 43Q: 3 clusters Score -3874041 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29238 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -3874041.750000 Penalty: 3355.951904
	Iteration 44Q: 3 clusters Score -3874042 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29240 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -3874043.000000 Penalty: 3355.951904
	Iteration 45Q: 3 clusters Score -3874043 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29245 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -3874046.000000 Penalty: 3355.951904
	Iteration 46Q: 3 clusters Score -3874046 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29251 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -3874047.500000 Penalty: 3355.951904
	Iteration 47Q: 3 clusters Score -3874048 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29256 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -3874049.000000 Penalty: 3355.951904
	Iteration 48Q: 3 clusters Score -3874049 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29262 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -3874050.750000 Penalty: 3355.951904
	Iteration 49Q: 3 clusters Score -3874051 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29267 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -3874053.000000 Penalty: 3355.951904
	Iteration 50Q: 3 clusters Score -3874053 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29273 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -3874058.250000 Penalty: 3355.951904
	Iteration 51Q: 3 clusters Score -3874058 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29276 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -3874059.000000 Penalty: 3355.951904
	Iteration 52Q: 3 clusters Score -3874059 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29279 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -3874059.750000 Penalty: 3355.951904
	Iteration 53Q: 3 clusters Score -3874060 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29282 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -3874062.000000 Penalty: 3355.951904
	Iteration 54Q: 3 clusters Score -3874062 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29287 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -3874062.500000 Penalty: 3355.951904
	Iteration 55Q: 3 clusters Score -3874062 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29290 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -3874063.750000 Penalty: 3355.951904
	Iteration 56Q: 3 clusters Score -3874064 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29293 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -3874065.500000 Penalty: 3355.951904
	Iteration 57Q: 3 clusters Score -3874066 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29297 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -3874065.250000 Penalty: 3355.951904
	Iteration 58Q: 3 clusters Score -3874065 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29300 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -3874064.750000 Penalty: 3355.951904
	Iteration 59Q: 3 clusters Score -3874065 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29303 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -3874067.250000 Penalty: 3355.951904
	Iteration 60F: 3 clusters Score -3874067 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29307 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -3874070.500000 Penalty: 3355.951904
	Iteration 61Q: 3 clusters Score -3874070 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29310 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -3874070.500000 Penalty: 3355.951904
	Iteration 62Q: 3 clusters Score -3874070 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29314 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -3874070.000000 Penalty: 3355.951904
	Iteration 63Q: 3 clusters Score -3874070 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29317 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -3874071.250000 Penalty: 3355.951904
	Iteration 64Q: 3 clusters Score -3874071 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29318 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -3874070.750000 Penalty: 3355.951904
	Iteration 65Q: 3 clusters Score -3874071 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29319 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -3874070.250000 Penalty: 3355.951904
	Iteration 66Q: 3 clusters Score -3874070 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29320 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -3874072.250000 Penalty: 3355.951904
	Iteration 67Q: 3 clusters Score -3874072 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29320 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -3874072.250000 Penalty: 3355.951904
	Iteration 68F: 3 clusters Score -3874072 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (13360 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13360 members 
Entering Unmasked Estep 
Score: -1679878.125000 Penalty: 1543.753296
	Iteration 0F: 2 clusters Score -1679878 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6645 members 
Mstep: Class 2 contains 6715 members 
Entering Unmasked Estep 
Score: -1670548.125000 Penalty: 3087.506592
	Iteration 0F: 3 clusters Score -1670548 nChanged 5832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6453 members 
Mstep: Class 2 contains 6907 members 
Entering Unmasked Estep 
Score: -1673650.250000 Penalty: 3087.506592
	Iteration 1F: 3 clusters Score -1673650 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6299 members 
Mstep: Class 2 contains 7061 members 
Entering Unmasked Estep 
Score: -1674007.750000 Penalty: 3087.506592
	Iteration 2F: 3 clusters Score -1674008 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6092 members 
Mstep: Class 2 contains 7268 members 
Entering Unmasked Estep 
Score: -1674399.000000 Penalty: 3087.506592
	Iteration 3F: 3 clusters Score -1674399 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5824 members 
Mstep: Class 2 contains 7536 members 
Entering Unmasked Estep 
Score: -1674837.750000 Penalty: 3087.506592
	Iteration 4F: 3 clusters Score -1674838 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5484 members 
Mstep: Class 2 contains 7876 members 
Entering Unmasked Estep 
Score: -1675358.750000 Penalty: 3087.506592
	Iteration 5F: 3 clusters Score -1675359 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5123 members 
Mstep: Class 2 contains 8237 members 
Entering Unmasked Estep 
Score: -1675886.500000 Penalty: 3087.506592
	Iteration 6F: 3 clusters Score -1675886 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 8591 members 
Entering Unmasked Estep 
Score: -1676548.125000 Penalty: 3087.506592
	Iteration 7F: 3 clusters Score -1676548 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 8883 members 
Entering Unmasked Estep 
Score: -1677239.750000 Penalty: 3087.506592
	Iteration 8F: 3 clusters Score -1677240 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 9092 members 
Entering Unmasked Estep 
Score: -1677968.625000 Penalty: 3087.506592
	Iteration 9F: 3 clusters Score -1677969 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 9261 members 
Entering Unmasked Estep 
Score: -1678760.125000 Penalty: 3087.506592
	Iteration 10Q: 3 clusters Score -1678760 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 9380 members 
Entering Unmasked Estep 
Score: -1679440.500000 Penalty: 3087.506592
	Iteration 11Q: 3 clusters Score -1679440 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 9418 members 
Entering Unmasked Estep 
Score: -1679754.875000 Penalty: 3087.506592
	Iteration 12Q: 3 clusters Score -1679755 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 9395 members 
Entering Unmasked Estep 
Score: -1679854.250000 Penalty: 3087.506592
	Iteration 13Q: 3 clusters Score -1679854 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 9344 members 
Entering Unmasked Estep 
Score: -1679910.875000 Penalty: 3087.506592
	Iteration 14Q: 3 clusters Score -1679911 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 9293 members 
Entering Unmasked Estep 
Score: -1679942.750000 Penalty: 3087.506592
	Iteration 15Q: 3 clusters Score -1679943 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 9261 members 
Entering Unmasked Estep 
Score: -1679962.000000 Penalty: 3087.506592
	Iteration 16Q: 3 clusters Score -1679962 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 9233 members 
Entering Unmasked Estep 
Score: -1679968.000000 Penalty: 3087.506592
	Iteration 17Q: 3 clusters Score -1679968 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 9208 members 
Entering Unmasked Estep 
Score: -1679975.125000 Penalty: 3087.506592
	Iteration 18Q: 3 clusters Score -1679975 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 9186 members 
Entering Unmasked Estep 
Score: -1679976.625000 Penalty: 3087.506592
	Iteration 19Q: 3 clusters Score -1679977 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 9172 members 
Entering Unmasked Estep 
Score: -1679973.375000 Penalty: 3087.506592
	Iteration 20F: 3 clusters Score -1679973 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 9160 members 
Entering Unmasked Estep 
Score: -1679976.000000 Penalty: 3087.506592
	Iteration 21Q: 3 clusters Score -1679976 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 9150 members 
Entering Unmasked Estep 
Score: -1679978.750000 Penalty: 3087.506592
	Iteration 22Q: 3 clusters Score -1679979 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 9137 members 
Entering Unmasked Estep 
Score: -1679982.500000 Penalty: 3087.506592
	Iteration 23Q: 3 clusters Score -1679982 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 9123 members 
Entering Unmasked Estep 
Score: -1679982.875000 Penalty: 3087.506592
	Iteration 24Q: 3 clusters Score -1679983 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 9107 members 
Entering Unmasked Estep 
Score: -1679989.375000 Penalty: 3087.506592
	Iteration 25Q: 3 clusters Score -1679989 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 9095 members 
Entering Unmasked Estep 
Score: -1679992.750000 Penalty: 3087.506592
	Iteration 26Q: 3 clusters Score -1679993 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 9081 members 
Entering Unmasked Estep 
Score: -1679996.750000 Penalty: 3087.506592
	Iteration 27Q: 3 clusters Score -1679997 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 9066 members 
Entering Unmasked Estep 
Score: -1679999.375000 Penalty: 3087.506592
	Iteration 28Q: 3 clusters Score -1679999 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 9054 members 
Entering Unmasked Estep 
Score: -1680001.250000 Penalty: 3087.506592
	Iteration 29Q: 3 clusters Score -1680001 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 9040 members 
Entering Unmasked Estep 
Score: -1680001.500000 Penalty: 3087.506592
	Iteration 30Q: 3 clusters Score -1680002 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 9026 members 
Entering Unmasked Estep 
Score: -1680003.500000 Penalty: 3087.506592
	Iteration 31Q: 3 clusters Score -1680004 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 9017 members 
Entering Unmasked Estep 
Score: -1680006.500000 Penalty: 3087.506592
	Iteration 32Q: 3 clusters Score -1680006 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 9010 members 
Entering Unmasked Estep 
Score: -1680008.000000 Penalty: 3087.506592
	Iteration 33Q: 3 clusters Score -1680008 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 9000 members 
Entering Unmasked Estep 
Score: -1680012.375000 Penalty: 3087.506592
	Iteration 34Q: 3 clusters Score -1680012 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 8986 members 
Entering Unmasked Estep 
Score: -1680010.250000 Penalty: 3087.506592
	Iteration 35Q: 3 clusters Score -1680010 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 8969 members 
Entering Unmasked Estep 
Score: -1680015.875000 Penalty: 3087.506592
	Iteration 36Q: 3 clusters Score -1680016 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 8955 members 
Entering Unmasked Estep 
Score: -1680019.250000 Penalty: 3087.506592
	Iteration 37Q: 3 clusters Score -1680019 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 8943 members 
Entering Unmasked Estep 
Score: -1680017.875000 Penalty: 3087.506592
	Iteration 38Q: 3 clusters Score -1680018 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 8932 members 
Entering Unmasked Estep 
Score: -1680018.125000 Penalty: 3087.506592
	Iteration 39Q: 3 clusters Score -1680018 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 8924 members 
Entering Unmasked Estep 
Score: -1680017.875000 Penalty: 3087.506592
	Iteration 40F: 3 clusters Score -1680018 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 8914 members 
Entering Unmasked Estep 
Score: -1680018.000000 Penalty: 3087.506592
	Iteration 41Q: 3 clusters Score -1680018 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 8909 members 
Entering Unmasked Estep 
Score: -1680021.500000 Penalty: 3087.506592
	Iteration 42Q: 3 clusters Score -1680022 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 8904 members 
Entering Unmasked Estep 
Score: -1680020.000000 Penalty: 3087.506592
	Iteration 43Q: 3 clusters Score -1680020 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 8903 members 
Entering Unmasked Estep 
Score: -1680021.250000 Penalty: 3087.506592
	Iteration 44Q: 3 clusters Score -1680021 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 8901 members 
Entering Unmasked Estep 
Score: -1680018.625000 Penalty: 3087.506592
	Iteration 45Q: 3 clusters Score -1680019 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 8899 members 
Entering Unmasked Estep 
Score: -1680019.250000 Penalty: 3087.506592
	Iteration 46Q: 3 clusters Score -1680019 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 8898 members 
Entering Unmasked Estep 
Score: -1680018.375000 Penalty: 3087.506592
	Iteration 47Q: 3 clusters Score -1680018 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 8898 members 
Entering Unmasked Estep 
Score: -1680018.375000 Penalty: 3087.506592
	Iteration 48F: 3 clusters Score -1680018 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 8915 members 
Mstep: Class 3 contains 100546 members 
Mstep: Class 4 contains 10461 members 
Mstep: Class 5 contains 2246 members 
Mstep: Class 6 contains 30516 members 
Mstep: Class 7 contains 4462 members 
Mstep: Class 8 contains 8115 members 
Mstep: Class 9 contains 18201 members 
Mstep: Class 10 contains 9571 members 
Mstep: Class 11 contains 7503 members 
Mstep: Class 12 contains 3231 members 
Mstep: Class 13 contains 17946 members 
Mstep: Class 14 contains 38195 members 
Mstep: Class 15 contains 39868 members 
Mstep: Class 16 contains 3759 members 
Mstep: Class 17 contains 5780 members 
Mstep: Class 18 contains 47481 members 
Mstep: Class 19 contains 3437 members 
Mstep: Class 20 contains 3162 members 
Mstep: Class 21 contains 1108 members 
Mstep: Class 22 contains 3319 members 
Mstep: Class 23 contains 44128 members 
Mstep: Class 24 contains 13014 members 
Mstep: Class 25 contains 12667 members 
Mstep: Class 26 contains 2901 members 
Mstep: Class 27 contains 10218 members 
Mstep: Class 28 contains 2334 members 
Mstep: Class 29 contains 25621 members 
Mstep: Class 30 contains 37779 members 
Mstep: Class 31 contains 4588 members 
Mstep: Class 32 contains 23754 members 
Mstep: Class 33 contains 12277 members 
Mstep: Class 34 contains 6117 members 
Mstep: Class 35 contains 4609 members 
Mstep: Class 36 contains 2380 members 
Mstep: Class 37 contains 17790 members 
Mstep: Class 38 contains 8795 members 
Mstep: Class 39 contains 4970 members 
Mstep: Class 40 contains 14621 members 
Mstep: Class 41 contains 10863 members 
Mstep: Class 42 contains 13302 members 
Mstep: Class 43 contains 144506 members 
Mstep: Class 44 contains 23153 members 
Mstep: Class 45 contains 3017 members 
Mstep: Class 46 contains 8898 members 
Entering Unmasked Estep 
Score: -100313256.000000 Penalty: 101793.265625
Splitting cluster 7 changes total score from -100313752.000000 to -100313256.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (8115 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8115 members 
Entering Unmasked Estep 
Score: -1024089.562500 Penalty: 1462.738770
	Iteration 0F: 2 clusters Score -1024090 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -1018102.562500 Penalty: 2925.477539
	Iteration 0F: 3 clusters Score -1018103 nChanged 3466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -1020097.500000 Penalty: 2925.477539
	Iteration 1F: 3 clusters Score -1020098 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -1020447.687500 Penalty: 2925.477539
	Iteration 2F: 3 clusters Score -1020448 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -1020752.312500 Penalty: 2925.477539
	Iteration 3F: 3 clusters Score -1020752 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -1021038.187500 Penalty: 2925.477539
	Iteration 4F: 3 clusters Score -1021038 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 5293 members 
Entering Unmasked Estep 
Score: -1021310.125000 Penalty: 2925.477539
	Iteration 5F: 3 clusters Score -1021310 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
Score: -1021547.937500 Penalty: 2925.477539
	Iteration 6Q: 3 clusters Score -1021548 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 5557 members 
Entering Unmasked Estep 
Score: -1021779.687500 Penalty: 2925.477539
	Iteration 7Q: 3 clusters Score -1021780 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 5684 members 
Entering Unmasked Estep 
Score: -1022007.812500 Penalty: 2925.477539
	Iteration 8Q: 3 clusters Score -1022008 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 5780 members 
Entering Unmasked Estep 
Score: -1022216.312500 Penalty: 2925.477539
	Iteration 9Q: 3 clusters Score -1022216 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 5847 members 
Entering Unmasked Estep 
Score: -1022410.125000 Penalty: 2925.477539
	Iteration 10Q: 3 clusters Score -1022410 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 5890 members 
Entering Unmasked Estep 
Score: -1022588.500000 Penalty: 2925.477539
	Iteration 11Q: 3 clusters Score -1022588 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 5936 members 
Entering Unmasked Estep 
Score: -1022731.125000 Penalty: 2925.477539
	Iteration 12Q: 3 clusters Score -1022731 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 5971 members 
Entering Unmasked Estep 
Score: -1022837.312500 Penalty: 2925.477539
	Iteration 13Q: 3 clusters Score -1022837 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 5989 members 
Entering Unmasked Estep 
Score: -1022907.375000 Penalty: 2925.477539
	Iteration 14Q: 3 clusters Score -1022907 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 6003 members 
Entering Unmasked Estep 
Score: -1022958.750000 Penalty: 2925.477539
	Iteration 15Q: 3 clusters Score -1022959 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 6012 members 
Entering Unmasked Estep 
Score: -1022989.125000 Penalty: 2925.477539
	Iteration 16Q: 3 clusters Score -1022989 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 6016 members 
Entering Unmasked Estep 
Score: -1023011.000000 Penalty: 2925.477539
	Iteration 17Q: 3 clusters Score -1023011 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 6008 members 
Entering Unmasked Estep 
Score: -1023022.250000 Penalty: 2925.477539
	Iteration 18Q: 3 clusters Score -1023022 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 6002 members 
Entering Unmasked Estep 
Score: -1023034.062500 Penalty: 2925.477539
	Iteration 19Q: 3 clusters Score -1023034 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 5993 members 
Entering Unmasked Estep 
Score: -1023047.812500 Penalty: 2925.477539
	Iteration 20F: 3 clusters Score -1023048 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 5982 members 
Entering Unmasked Estep 
Score: -1023061.750000 Penalty: 2925.477539
	Iteration 21Q: 3 clusters Score -1023062 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 5977 members 
Entering Unmasked Estep 
Score: -1023076.437500 Penalty: 2925.477539
	Iteration 22Q: 3 clusters Score -1023076 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 5959 members 
Entering Unmasked Estep 
Score: -1023085.312500 Penalty: 2925.477539
	Iteration 23Q: 3 clusters Score -1023085 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 5943 members 
Entering Unmasked Estep 
Score: -1023097.125000 Penalty: 2925.477539
	Iteration 24Q: 3 clusters Score -1023097 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 5927 members 
Entering Unmasked Estep 
Score: -1023104.687500 Penalty: 2925.477539
	Iteration 25Q: 3 clusters Score -1023105 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 5910 members 
Entering Unmasked Estep 
Score: -1023109.562500 Penalty: 2925.477539
	Iteration 26Q: 3 clusters Score -1023110 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 5899 members 
Entering Unmasked Estep 
Score: -1023116.562500 Penalty: 2925.477539
	Iteration 27Q: 3 clusters Score -1023117 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 5894 members 
Entering Unmasked Estep 
Score: -1023118.000000 Penalty: 2925.477539
	Iteration 28Q: 3 clusters Score -1023118 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 5887 members 
Entering Unmasked Estep 
Score: -1023122.187500 Penalty: 2925.477539
	Iteration 29Q: 3 clusters Score -1023122 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 5873 members 
Entering Unmasked Estep 
Score: -1023127.625000 Penalty: 2925.477539
	Iteration 30Q: 3 clusters Score -1023128 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 5857 members 
Entering Unmasked Estep 
Score: -1023131.375000 Penalty: 2925.477539
	Iteration 31Q: 3 clusters Score -1023131 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 5845 members 
Entering Unmasked Estep 
Score: -1023138.750000 Penalty: 2925.477539
	Iteration 32Q: 3 clusters Score -1023139 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 5835 members 
Entering Unmasked Estep 
Score: -1023141.000000 Penalty: 2925.477539
	Iteration 33Q: 3 clusters Score -1023141 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 5828 members 
Entering Unmasked Estep 
Score: -1023146.812500 Penalty: 2925.477539
	Iteration 34Q: 3 clusters Score -1023147 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 5830 members 
Entering Unmasked Estep 
Score: -1023150.437500 Penalty: 2925.477539
	Iteration 35Q: 3 clusters Score -1023150 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 5825 members 
Entering Unmasked Estep 
Score: -1023151.750000 Penalty: 2925.477539
	Iteration 36Q: 3 clusters Score -1023152 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 5816 members 
Entering Unmasked Estep 
Score: -1023151.625000 Penalty: 2925.477539
	Iteration 37Q: 3 clusters Score -1023152 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 5814 members 
Entering Unmasked Estep 
Score: -1023152.812500 Penalty: 2925.477539
	Iteration 38Q: 3 clusters Score -1023153 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 5812 members 
Entering Unmasked Estep 
Score: -1023152.625000 Penalty: 2925.477539
	Iteration 39Q: 3 clusters Score -1023153 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 5810 members 
Entering Unmasked Estep 
Score: -1023156.625000 Penalty: 2925.477539
	Iteration 40F: 3 clusters Score -1023157 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 5807 members 
Entering Unmasked Estep 
Score: -1023157.062500 Penalty: 2925.477539
	Iteration 41Q: 3 clusters Score -1023157 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 5803 members 
Entering Unmasked Estep 
Score: -1023156.000000 Penalty: 2925.477539
	Iteration 42Q: 3 clusters Score -1023156 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 5798 members 
Entering Unmasked Estep 
Score: -1023157.687500 Penalty: 2925.477539
	Iteration 43Q: 3 clusters Score -1023158 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 5792 members 
Entering Unmasked Estep 
Score: -1023159.250000 Penalty: 2925.477539
	Iteration 44Q: 3 clusters Score -1023159 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 5783 members 
Entering Unmasked Estep 
Score: -1023160.312500 Penalty: 2925.477539
	Iteration 45Q: 3 clusters Score -1023160 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 5772 members 
Entering Unmasked Estep 
Score: -1023165.062500 Penalty: 2925.477539
	Iteration 46Q: 3 clusters Score -1023165 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 5761 members 
Entering Unmasked Estep 
Score: -1023167.375000 Penalty: 2925.477539
	Iteration 47Q: 3 clusters Score -1023167 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 5753 members 
Entering Unmasked Estep 
Score: -1023169.250000 Penalty: 2925.477539
	Iteration 48Q: 3 clusters Score -1023169 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 5745 members 
Entering Unmasked Estep 
Score: -1023170.625000 Penalty: 2925.477539
	Iteration 49Q: 3 clusters Score -1023171 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 5736 members 
Entering Unmasked Estep 
Score: -1023172.000000 Penalty: 2925.477539
	Iteration 50Q: 3 clusters Score -1023172 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 5732 members 
Entering Unmasked Estep 
Score: -1023172.500000 Penalty: 2925.477539
	Iteration 51Q: 3 clusters Score -1023172 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 5728 members 
Entering Unmasked Estep 
Score: -1023172.062500 Penalty: 2925.477539
	Iteration 52Q: 3 clusters Score -1023172 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 5723 members 
Entering Unmasked Estep 
Score: -1023172.625000 Penalty: 2925.477539
	Iteration 53Q: 3 clusters Score -1023173 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 5718 members 
Entering Unmasked Estep 
Score: -1023175.937500 Penalty: 2925.477539
	Iteration 54Q: 3 clusters Score -1023176 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 5708 members 
Entering Unmasked Estep 
Score: -1023175.937500 Penalty: 2925.477539
	Iteration 55Q: 3 clusters Score -1023176 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 5700 members 
Entering Unmasked Estep 
Score: -1023176.687500 Penalty: 2925.477539
	Iteration 56Q: 3 clusters Score -1023177 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 5693 members 
Entering Unmasked Estep 
Score: -1023177.312500 Penalty: 2925.477539
	Iteration 57Q: 3 clusters Score -1023177 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 5691 members 
Entering Unmasked Estep 
Score: -1023178.375000 Penalty: 2925.477539
	Iteration 58Q: 3 clusters Score -1023178 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 5689 members 
Entering Unmasked Estep 
Score: -1023178.625000 Penalty: 2925.477539
	Iteration 59Q: 3 clusters Score -1023179 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 5689 members 
Entering Unmasked Estep 
Score: -1023178.625000 Penalty: 2925.477539
	Iteration 60F: 3 clusters Score -1023179 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (18201 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18201 members 
Entering Unmasked Estep 
Score: -2271533.000000 Penalty: 1594.000122
	Iteration 0F: 2 clusters Score -2271533 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9102 members 
Mstep: Class 2 contains 9099 members 
Entering Unmasked Estep 
Score: -2259150.500000 Penalty: 3188.000244
	Iteration 0F: 3 clusters Score -2259150 nChanged 8167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8763 members 
Mstep: Class 2 contains 9438 members 
Entering Unmasked Estep 
Score: -2263943.500000 Penalty: 3188.000244
	Iteration 1F: 3 clusters Score -2263944 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8400 members 
Mstep: Class 2 contains 9801 members 
Entering Unmasked Estep 
Score: -2264875.500000 Penalty: 3188.000244
	Iteration 2F: 3 clusters Score -2264876 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7965 members 
Mstep: Class 2 contains 10236 members 
Entering Unmasked Estep 
Score: -2266097.500000 Penalty: 3188.000244
	Iteration 3F: 3 clusters Score -2266098 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7523 members 
Mstep: Class 2 contains 10678 members 
Entering Unmasked Estep 
Score: -2267236.000000 Penalty: 3188.000244
	Iteration 4F: 3 clusters Score -2267236 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7170 members 
Mstep: Class 2 contains 11031 members 
Entering Unmasked Estep 
Score: -2268032.750000 Penalty: 3188.000244
	Iteration 5F: 3 clusters Score -2268033 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6987 members 
Mstep: Class 2 contains 11214 members 
Entering Unmasked Estep 
Score: -2268478.500000 Penalty: 3188.000244
	Iteration 6F: 3 clusters Score -2268478 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6860 members 
Mstep: Class 2 contains 11341 members 
Entering Unmasked Estep 
Score: -2268760.250000 Penalty: 3188.000244
	Iteration 7Q: 3 clusters Score -2268760 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6772 members 
Mstep: Class 2 contains 11429 members 
Entering Unmasked Estep 
Score: -2268912.750000 Penalty: 3188.000244
	Iteration 8Q: 3 clusters Score -2268913 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6702 members 
Mstep: Class 2 contains 11499 members 
Entering Unmasked Estep 
Score: -2269020.000000 Penalty: 3188.000244
	Iteration 9Q: 3 clusters Score -2269020 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6618 members 
Mstep: Class 2 contains 11583 members 
Entering Unmasked Estep 
Score: -2269095.250000 Penalty: 3188.000244
	Iteration 10Q: 3 clusters Score -2269095 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6583 members 
Mstep: Class 2 contains 11618 members 
Entering Unmasked Estep 
Score: -2269151.500000 Penalty: 3188.000244
	Iteration 11Q: 3 clusters Score -2269152 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6523 members 
Mstep: Class 2 contains 11678 members 
Entering Unmasked Estep 
Score: -2269182.750000 Penalty: 3188.000244
	Iteration 12Q: 3 clusters Score -2269183 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6478 members 
Mstep: Class 2 contains 11723 members 
Entering Unmasked Estep 
Score: -2269207.000000 Penalty: 3188.000244
	Iteration 13Q: 3 clusters Score -2269207 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6447 members 
Mstep: Class 2 contains 11754 members 
Entering Unmasked Estep 
Score: -2269226.000000 Penalty: 3188.000244
	Iteration 14Q: 3 clusters Score -2269226 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6413 members 
Mstep: Class 2 contains 11788 members 
Entering Unmasked Estep 
Score: -2269236.250000 Penalty: 3188.000244
	Iteration 15Q: 3 clusters Score -2269236 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6391 members 
Mstep: Class 2 contains 11810 members 
Entering Unmasked Estep 
Score: -2269242.750000 Penalty: 3188.000244
	Iteration 16Q: 3 clusters Score -2269243 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6384 members 
Mstep: Class 2 contains 11817 members 
Entering Unmasked Estep 
Score: -2269241.750000 Penalty: 3188.000244
	Iteration 17Q: 3 clusters Score -2269242 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6369 members 
Mstep: Class 2 contains 11832 members 
Entering Unmasked Estep 
Score: -2269247.000000 Penalty: 3188.000244
	Iteration 18Q: 3 clusters Score -2269247 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6354 members 
Mstep: Class 2 contains 11847 members 
Entering Unmasked Estep 
Score: -2269247.250000 Penalty: 3188.000244
	Iteration 19Q: 3 clusters Score -2269247 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6336 members 
Mstep: Class 2 contains 11865 members 
Entering Unmasked Estep 
Score: -2269252.500000 Penalty: 3188.000244
	Iteration 20F: 3 clusters Score -2269252 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6313 members 
Mstep: Class 2 contains 11888 members 
Entering Unmasked Estep 
Score: -2269256.000000 Penalty: 3188.000244
	Iteration 21Q: 3 clusters Score -2269256 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6290 members 
Mstep: Class 2 contains 11911 members 
Entering Unmasked Estep 
Score: -2269260.750000 Penalty: 3188.000244
	Iteration 22Q: 3 clusters Score -2269261 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6270 members 
Mstep: Class 2 contains 11931 members 
Entering Unmasked Estep 
Score: -2269266.500000 Penalty: 3188.000244
	Iteration 23Q: 3 clusters Score -2269266 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6261 members 
Mstep: Class 2 contains 11940 members 
Entering Unmasked Estep 
Score: -2269261.000000 Penalty: 3188.000244
	Iteration 24Q: 3 clusters Score -2269261 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6255 members 
Mstep: Class 2 contains 11946 members 
Entering Unmasked Estep 
Score: -2269262.250000 Penalty: 3188.000244
	Iteration 25Q: 3 clusters Score -2269262 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6250 members 
Mstep: Class 2 contains 11951 members 
Entering Unmasked Estep 
Score: -2269267.500000 Penalty: 3188.000244
	Iteration 26Q: 3 clusters Score -2269268 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6244 members 
Mstep: Class 2 contains 11957 members 
Entering Unmasked Estep 
Score: -2269265.750000 Penalty: 3188.000244
	Iteration 27Q: 3 clusters Score -2269266 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6242 members 
Mstep: Class 2 contains 11959 members 
Entering Unmasked Estep 
Score: -2269265.500000 Penalty: 3188.000244
	Iteration 28Q: 3 clusters Score -2269266 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6240 members 
Mstep: Class 2 contains 11961 members 
Entering Unmasked Estep 
Score: -2269265.000000 Penalty: 3188.000244
	Iteration 29Q: 3 clusters Score -2269265 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6235 members 
Mstep: Class 2 contains 11966 members 
Entering Unmasked Estep 
Score: -2269271.000000 Penalty: 3188.000244
	Iteration 30Q: 3 clusters Score -2269271 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6228 members 
Mstep: Class 2 contains 11973 members 
Entering Unmasked Estep 
Score: -2269270.750000 Penalty: 3188.000244
	Iteration 31Q: 3 clusters Score -2269271 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6222 members 
Mstep: Class 2 contains 11979 members 
Entering Unmasked Estep 
Score: -2269270.000000 Penalty: 3188.000244
	Iteration 32Q: 3 clusters Score -2269270 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6219 members 
Mstep: Class 2 contains 11982 members 
Entering Unmasked Estep 
Score: -2269270.500000 Penalty: 3188.000244
	Iteration 33Q: 3 clusters Score -2269270 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6220 members 
Mstep: Class 2 contains 11981 members 
Entering Unmasked Estep 
Score: -2269267.750000 Penalty: 3188.000244
	Iteration 34Q: 3 clusters Score -2269268 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6223 members 
Mstep: Class 2 contains 11978 members 
Entering Unmasked Estep 
Score: -2269268.500000 Penalty: 3188.000244
	Iteration 35Q: 3 clusters Score -2269268 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6221 members 
Mstep: Class 2 contains 11980 members 
Entering Unmasked Estep 
Score: -2269267.250000 Penalty: 3188.000244
	Iteration 36Q: 3 clusters Score -2269267 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6217 members 
Mstep: Class 2 contains 11984 members 
Entering Unmasked Estep 
Score: -2269270.000000 Penalty: 3188.000244
	Iteration 37Q: 3 clusters Score -2269270 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6212 members 
Mstep: Class 2 contains 11989 members 
Entering Unmasked Estep 
Score: -2269273.500000 Penalty: 3188.000244
	Iteration 38Q: 3 clusters Score -2269274 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6205 members 
Mstep: Class 2 contains 11996 members 
Entering Unmasked Estep 
Score: -2269270.000000 Penalty: 3188.000244
	Iteration 39Q: 3 clusters Score -2269270 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6202 members 
Mstep: Class 2 contains 11999 members 
Entering Unmasked Estep 
Score: -2269266.750000 Penalty: 3188.000244
	Iteration 40F: 3 clusters Score -2269267 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6194 members 
Mstep: Class 2 contains 12007 members 
Entering Unmasked Estep 
Score: -2269270.500000 Penalty: 3188.000244
	Iteration 41Q: 3 clusters Score -2269270 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6189 members 
Mstep: Class 2 contains 12012 members 
Entering Unmasked Estep 
Score: -2269271.000000 Penalty: 3188.000244
	Iteration 42Q: 3 clusters Score -2269271 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6186 members 
Mstep: Class 2 contains 12015 members 
Entering Unmasked Estep 
Score: -2269271.750000 Penalty: 3188.000244
	Iteration 43Q: 3 clusters Score -2269272 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6185 members 
Mstep: Class 2 contains 12016 members 
Entering Unmasked Estep 
Score: -2269271.750000 Penalty: 3188.000244
	Iteration 44Q: 3 clusters Score -2269272 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6181 members 
Mstep: Class 2 contains 12020 members 
Entering Unmasked Estep 
Score: -2269273.250000 Penalty: 3188.000244
	Iteration 45Q: 3 clusters Score -2269273 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6176 members 
Mstep: Class 2 contains 12025 members 
Entering Unmasked Estep 
Score: -2269275.000000 Penalty: 3188.000244
	Iteration 46Q: 3 clusters Score -2269275 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6172 members 
Mstep: Class 2 contains 12029 members 
Entering Unmasked Estep 
Score: -2269274.000000 Penalty: 3188.000244
	Iteration 47Q: 3 clusters Score -2269274 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6170 members 
Mstep: Class 2 contains 12031 members 
Entering Unmasked Estep 
Score: -2269270.000000 Penalty: 3188.000244
	Iteration 48Q: 3 clusters Score -2269270 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6167 members 
Mstep: Class 2 contains 12034 members 
Entering Unmasked Estep 
Score: -2269270.250000 Penalty: 3188.000244
	Iteration 49Q: 3 clusters Score -2269270 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6165 members 
Mstep: Class 2 contains 12036 members 
Entering Unmasked Estep 
Score: -2269273.000000 Penalty: 3188.000244
	Iteration 50Q: 3 clusters Score -2269273 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6165 members 
Mstep: Class 2 contains 12036 members 
Entering Unmasked Estep 
Score: -2269273.000000 Penalty: 3188.000244
	Iteration 51F: 3 clusters Score -2269273 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (9571 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9571 members 
Entering Unmasked Estep 
Score: -1206930.750000 Penalty: 1489.555176
	Iteration 0F: 2 clusters Score -1206931 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -1200072.875000 Penalty: 2979.110352
	Iteration 0F: 3 clusters Score -1200073 nChanged 4131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 5160 members 
Entering Unmasked Estep 
Score: -1202223.500000 Penalty: 2979.110352
	Iteration 1F: 3 clusters Score -1202224 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 5335 members 
Entering Unmasked Estep 
Score: -1202517.125000 Penalty: 2979.110352
	Iteration 2F: 3 clusters Score -1202517 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 5524 members 
Entering Unmasked Estep 
Score: -1202788.750000 Penalty: 2979.110352
	Iteration 3F: 3 clusters Score -1202789 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 5730 members 
Entering Unmasked Estep 
Score: -1203056.750000 Penalty: 2979.110352
	Iteration 4Q: 3 clusters Score -1203057 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 5993 members 
Entering Unmasked Estep 
Score: -1203379.000000 Penalty: 2979.110352
	Iteration 5F: 3 clusters Score -1203379 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 6294 members 
Entering Unmasked Estep 
Score: -1203687.375000 Penalty: 2979.110352
	Iteration 6Q: 3 clusters Score -1203687 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 6624 members 
Entering Unmasked Estep 
Score: -1203990.625000 Penalty: 2979.110352
	Iteration 7Q: 3 clusters Score -1203991 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 6970 members 
Entering Unmasked Estep 
Score: -1204252.750000 Penalty: 2979.110352
	Iteration 8Q: 3 clusters Score -1204253 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 7265 members 
Entering Unmasked Estep 
Score: -1204471.875000 Penalty: 2979.110352
	Iteration 9Q: 3 clusters Score -1204472 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 7528 members 
Entering Unmasked Estep 
Score: -1204675.875000 Penalty: 2979.110352
	Iteration 10Q: 3 clusters Score -1204676 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 7769 members 
Entering Unmasked Estep 
Score: -1204853.125000 Penalty: 2979.110352
	Iteration 11Q: 3 clusters Score -1204853 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 7967 members 
Entering Unmasked Estep 
Score: -1205003.500000 Penalty: 2979.110352
	Iteration 12Q: 3 clusters Score -1205004 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 8136 members 
Entering Unmasked Estep 
Score: -1205134.125000 Penalty: 2979.110352
	Iteration 13Q: 3 clusters Score -1205134 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 8279 members 
Entering Unmasked Estep 
Score: -1205237.500000 Penalty: 2979.110352
	Iteration 14Q: 3 clusters Score -1205238 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 8378 members 
Entering Unmasked Estep 
Score: -1205310.375000 Penalty: 2979.110352
	Iteration 15Q: 3 clusters Score -1205310 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 8463 members 
Entering Unmasked Estep 
Score: -1205367.000000 Penalty: 2979.110352
	Iteration 16Q: 3 clusters Score -1205367 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 8523 members 
Entering Unmasked Estep 
Score: -1205413.875000 Penalty: 2979.110352
	Iteration 17Q: 3 clusters Score -1205414 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 8584 members 
Entering Unmasked Estep 
Score: -1205463.250000 Penalty: 2979.110352
	Iteration 18Q: 3 clusters Score -1205463 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 8628 members 
Entering Unmasked Estep 
Score: -1205496.250000 Penalty: 2979.110352
	Iteration 19Q: 3 clusters Score -1205496 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 8659 members 
Entering Unmasked Estep 
Score: -1205507.500000 Penalty: 2979.110352
	Iteration 20F: 3 clusters Score -1205508 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 8686 members 
Entering Unmasked Estep 
Score: -1205519.500000 Penalty: 2979.110352
	Iteration 21Q: 3 clusters Score -1205520 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 8712 members 
Entering Unmasked Estep 
Score: -1205534.375000 Penalty: 2979.110352
	Iteration 22Q: 3 clusters Score -1205534 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 8744 members 
Entering Unmasked Estep 
Score: -1205548.625000 Penalty: 2979.110352
	Iteration 23Q: 3 clusters Score -1205549 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 8763 members 
Entering Unmasked Estep 
Score: -1205557.125000 Penalty: 2979.110352
	Iteration 24Q: 3 clusters Score -1205557 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 8783 members 
Entering Unmasked Estep 
Score: -1205565.375000 Penalty: 2979.110352
	Iteration 25Q: 3 clusters Score -1205565 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 8805 members 
Entering Unmasked Estep 
Score: -1205570.500000 Penalty: 2979.110352
	Iteration 26Q: 3 clusters Score -1205570 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 8825 members 
Entering Unmasked Estep 
Score: -1205581.375000 Penalty: 2979.110352
	Iteration 27Q: 3 clusters Score -1205581 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 8838 members 
Entering Unmasked Estep 
Score: -1205586.125000 Penalty: 2979.110352
	Iteration 28Q: 3 clusters Score -1205586 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 8843 members 
Entering Unmasked Estep 
Score: -1205586.875000 Penalty: 2979.110352
	Iteration 29Q: 3 clusters Score -1205587 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 8851 members 
Entering Unmasked Estep 
Score: -1205593.375000 Penalty: 2979.110352
	Iteration 30Q: 3 clusters Score -1205593 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 8856 members 
Entering Unmasked Estep 
Score: -1205594.250000 Penalty: 2979.110352
	Iteration 31Q: 3 clusters Score -1205594 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 8860 members 
Entering Unmasked Estep 
Score: -1205594.500000 Penalty: 2979.110352
	Iteration 32Q: 3 clusters Score -1205594 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 8863 members 
Entering Unmasked Estep 
Score: -1205597.125000 Penalty: 2979.110352
	Iteration 33Q: 3 clusters Score -1205597 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 8864 members 
Entering Unmasked Estep 
Score: -1205597.375000 Penalty: 2979.110352
	Iteration 34Q: 3 clusters Score -1205597 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 8865 members 
Entering Unmasked Estep 
Score: -1205597.500000 Penalty: 2979.110352
	Iteration 35Q: 3 clusters Score -1205598 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 8866 members 
Entering Unmasked Estep 
Score: -1205597.250000 Penalty: 2979.110352
	Iteration 36Q: 3 clusters Score -1205597 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 8866 members 
Entering Unmasked Estep 
Score: -1205597.250000 Penalty: 2979.110352
	Iteration 37F: 3 clusters Score -1205597 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (7503 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7503 members 
Entering Unmasked Estep 
Score: -913702.937500 Penalty: 1449.996948
	Iteration 0F: 2 clusters Score -913702.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -908156.812500 Penalty: 2899.993896
	Iteration 0F: 3 clusters Score -908156.8 nChanged 3095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -910014.000000 Penalty: 2899.993896
	Iteration 1F: 3 clusters Score -910014 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -910557.625000 Penalty: 2899.993896
	Iteration 2F: 3 clusters Score -910557.6 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -911077.437500 Penalty: 2899.993896
	Iteration 3F: 3 clusters Score -911077.4 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -911516.750000 Penalty: 2899.993896
	Iteration 4F: 3 clusters Score -911516.8 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -911866.500000 Penalty: 2899.993896
	Iteration 5F: 3 clusters Score -911866.5 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -912096.562500 Penalty: 2899.993896
	Iteration 6Q: 3 clusters Score -912096.6 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 5148 members 
Entering Unmasked Estep 
Score: -912247.875000 Penalty: 2899.993896
	Iteration 7Q: 3 clusters Score -912247.9 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 5304 members 
Entering Unmasked Estep 
Score: -912390.125000 Penalty: 2899.993896
	Iteration 8Q: 3 clusters Score -912390.1 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 5464 members 
Entering Unmasked Estep 
Score: -912507.375000 Penalty: 2899.993896
	Iteration 9Q: 3 clusters Score -912507.4 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 5613 members 
Entering Unmasked Estep 
Score: -912604.250000 Penalty: 2899.993896
	Iteration 10Q: 3 clusters Score -912604.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 5728 members 
Entering Unmasked Estep 
Score: -912688.625000 Penalty: 2899.993896
	Iteration 11Q: 3 clusters Score -912688.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 5830 members 
Entering Unmasked Estep 
Score: -912757.062500 Penalty: 2899.993896
	Iteration 12Q: 3 clusters Score -912757.1 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 5935 members 
Entering Unmasked Estep 
Score: -912836.125000 Penalty: 2899.993896
	Iteration 13Q: 3 clusters Score -912836.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 6030 members 
Entering Unmasked Estep 
Score: -912897.562500 Penalty: 2899.993896
	Iteration 14Q: 3 clusters Score -912897.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 6113 members 
Entering Unmasked Estep 
Score: -912950.937500 Penalty: 2899.993896
	Iteration 15Q: 3 clusters Score -912950.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 6185 members 
Entering Unmasked Estep 
Score: -913006.000000 Penalty: 2899.993896
	Iteration 16Q: 3 clusters Score -913006 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 6246 members 
Entering Unmasked Estep 
Score: -913048.250000 Penalty: 2899.993896
	Iteration 17Q: 3 clusters Score -913048.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 6293 members 
Entering Unmasked Estep 
Score: -913079.312500 Penalty: 2899.993896
	Iteration 18Q: 3 clusters Score -913079.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 6333 members 
Entering Unmasked Estep 
Score: -913104.125000 Penalty: 2899.993896
	Iteration 19Q: 3 clusters Score -913104.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 6373 members 
Entering Unmasked Estep 
Score: -913133.875000 Penalty: 2899.993896
	Iteration 20F: 3 clusters Score -913133.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 6406 members 
Entering Unmasked Estep 
Score: -913163.062500 Penalty: 2899.993896
	Iteration 21Q: 3 clusters Score -913163.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 6428 members 
Entering Unmasked Estep 
Score: -913181.437500 Penalty: 2899.993896
	Iteration 22Q: 3 clusters Score -913181.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 6447 members 
Entering Unmasked Estep 
Score: -913193.562500 Penalty: 2899.993896
	Iteration 23Q: 3 clusters Score -913193.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 6461 members 
Entering Unmasked Estep 
Score: -913201.625000 Penalty: 2899.993896
	Iteration 24Q: 3 clusters Score -913201.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 6474 members 
Entering Unmasked Estep 
Score: -913213.625000 Penalty: 2899.993896
	Iteration 25Q: 3 clusters Score -913213.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 6494 members 
Entering Unmasked Estep 
Score: -913226.187500 Penalty: 2899.993896
	Iteration 26Q: 3 clusters Score -913226.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 6509 members 
Entering Unmasked Estep 
Score: -913240.687500 Penalty: 2899.993896
	Iteration 27Q: 3 clusters Score -913240.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 6524 members 
Entering Unmasked Estep 
Score: -913256.500000 Penalty: 2899.993896
	Iteration 28Q: 3 clusters Score -913256.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 6541 members 
Entering Unmasked Estep 
Score: -913267.812500 Penalty: 2899.993896
	Iteration 29Q: 3 clusters Score -913267.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 6554 members 
Entering Unmasked Estep 
Score: -913277.187500 Penalty: 2899.993896
	Iteration 30Q: 3 clusters Score -913277.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 6564 members 
Entering Unmasked Estep 
Score: -913288.000000 Penalty: 2899.993896
	Iteration 31Q: 3 clusters Score -913288 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 6581 members 
Entering Unmasked Estep 
Score: -913291.250000 Penalty: 2899.993896
	Iteration 32Q: 3 clusters Score -913291.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 6585 members 
Entering Unmasked Estep 
Score: -913293.625000 Penalty: 2899.993896
	Iteration 33Q: 3 clusters Score -913293.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 6592 members 
Entering Unmasked Estep 
Score: -913297.062500 Penalty: 2899.993896
	Iteration 34Q: 3 clusters Score -913297.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 6599 members 
Entering Unmasked Estep 
Score: -913302.562500 Penalty: 2899.993896
	Iteration 35Q: 3 clusters Score -913302.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 6602 members 
Entering Unmasked Estep 
Score: -913303.062500 Penalty: 2899.993896
	Iteration 36Q: 3 clusters Score -913303.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 6606 members 
Entering Unmasked Estep 
Score: -913304.875000 Penalty: 2899.993896
	Iteration 37Q: 3 clusters Score -913304.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 6610 members 
Entering Unmasked Estep 
Score: -913311.937500 Penalty: 2899.993896
	Iteration 38Q: 3 clusters Score -913311.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 6616 members 
Entering Unmasked Estep 
Score: -913314.562500 Penalty: 2899.993896
	Iteration 39Q: 3 clusters Score -913314.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 6622 members 
Entering Unmasked Estep 
Score: -913317.562500 Penalty: 2899.993896
	Iteration 40F: 3 clusters Score -913317.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 6628 members 
Entering Unmasked Estep 
Score: -913322.062500 Penalty: 2899.993896
	Iteration 41Q: 3 clusters Score -913322.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 6630 members 
Entering Unmasked Estep 
Score: -913322.062500 Penalty: 2899.993896
	Iteration 42Q: 3 clusters Score -913322.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 6634 members 
Entering Unmasked Estep 
Score: -913328.625000 Penalty: 2899.993896
	Iteration 43Q: 3 clusters Score -913328.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 6637 members 
Entering Unmasked Estep 
Score: -913333.750000 Penalty: 2899.993896
	Iteration 44Q: 3 clusters Score -913333.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 6642 members 
Entering Unmasked Estep 
Score: -913341.687500 Penalty: 2899.993896
	Iteration 45Q: 3 clusters Score -913341.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 6648 members 
Entering Unmasked Estep 
Score: -913346.750000 Penalty: 2899.993896
	Iteration 46Q: 3 clusters Score -913346.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 6652 members 
Entering Unmasked Estep 
Score: -913350.625000 Penalty: 2899.993896
	Iteration 47Q: 3 clusters Score -913350.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 6657 members 
Entering Unmasked Estep 
Score: -913354.250000 Penalty: 2899.993896
	Iteration 48Q: 3 clusters Score -913354.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 6661 members 
Entering Unmasked Estep 
Score: -913356.687500 Penalty: 2899.993896
	Iteration 49Q: 3 clusters Score -913356.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 6664 members 
Entering Unmasked Estep 
Score: -913357.500000 Penalty: 2899.993896
	Iteration 50Q: 3 clusters Score -913357.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 6664 members 
Entering Unmasked Estep 
Score: -913358.250000 Penalty: 2899.993896
	Iteration 51Q: 3 clusters Score -913358.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 6664 members 
Entering Unmasked Estep 
Score: -913360.187500 Penalty: 2899.993896
	Iteration 52Q: 3 clusters Score -913360.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 6664 members 
Entering Unmasked Estep 
Score: -913360.187500 Penalty: 2899.993896
	Iteration 53F: 3 clusters Score -913360.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (3231 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Entering Unmasked Estep 
Score: -405810.281250 Penalty: 1313.088989
	Iteration 0F: 2 clusters Score -405810.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -402982.125000 Penalty: 2626.177979
	Iteration 0F: 3 clusters Score -402982.1 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -403648.218750 Penalty: 2626.177979
	Iteration 1F: 3 clusters Score -403648.2 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -403835.531250 Penalty: 2626.177979
	Iteration 2F: 3 clusters Score -403835.5 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -403961.687500 Penalty: 2626.177979
	Iteration 3F: 3 clusters Score -403961.7 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -404067.750000 Penalty: 2626.177979
	Iteration 4F: 3 clusters Score -404067.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -404149.375000 Penalty: 2626.177979
	Iteration 5Q: 3 clusters Score -404149.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -404221.125000 Penalty: 2626.177979
	Iteration 6Q: 3 clusters Score -404221.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -404288.968750 Penalty: 2626.177979
	Iteration 7Q: 3 clusters Score -404289 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -404366.593750 Penalty: 2626.177979
	Iteration 8Q: 3 clusters Score -404366.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -404437.593750 Penalty: 2626.177979
	Iteration 9Q: 3 clusters Score -404437.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -404514.843750 Penalty: 2626.177979
	Iteration 10Q: 3 clusters Score -404514.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -404573.843750 Penalty: 2626.177979
	Iteration 11Q: 3 clusters Score -404573.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -404617.093750 Penalty: 2626.177979
	Iteration 12Q: 3 clusters Score -404617.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -404654.718750 Penalty: 2626.177979
	Iteration 13Q: 3 clusters Score -404654.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -404688.843750 Penalty: 2626.177979
	Iteration 14Q: 3 clusters Score -404688.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -404714.812500 Penalty: 2626.177979
	Iteration 15Q: 3 clusters Score -404714.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -404734.218750 Penalty: 2626.177979
	Iteration 16Q: 3 clusters Score -404734.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -404755.312500 Penalty: 2626.177979
	Iteration 17Q: 3 clusters Score -404755.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -404774.281250 Penalty: 2626.177979
	Iteration 18Q: 3 clusters Score -404774.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -404785.875000 Penalty: 2626.177979
	Iteration 19Q: 3 clusters Score -404785.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -404795.437500 Penalty: 2626.177979
	Iteration 20F: 3 clusters Score -404795.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -404799.781250 Penalty: 2626.177979
	Iteration 21Q: 3 clusters Score -404799.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -404802.906250 Penalty: 2626.177979
	Iteration 22Q: 3 clusters Score -404802.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -404808.218750 Penalty: 2626.177979
	Iteration 23Q: 3 clusters Score -404808.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -404810.593750 Penalty: 2626.177979
	Iteration 24Q: 3 clusters Score -404810.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -404815.812500 Penalty: 2626.177979
	Iteration 25Q: 3 clusters Score -404815.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -404817.250000 Penalty: 2626.177979
	Iteration 26Q: 3 clusters Score -404817.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -404819.218750 Penalty: 2626.177979
	Iteration 27Q: 3 clusters Score -404819.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -404822.062500 Penalty: 2626.177979
	Iteration 28Q: 3 clusters Score -404822.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -404825.062500 Penalty: 2626.177979
	Iteration 29Q: 3 clusters Score -404825.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -404827.656250 Penalty: 2626.177979
	Iteration 30Q: 3 clusters Score -404827.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -404827.812500 Penalty: 2626.177979
	Iteration 31Q: 3 clusters Score -404827.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -404827.156250 Penalty: 2626.177979
	Iteration 32Q: 3 clusters Score -404827.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -404829.250000 Penalty: 2626.177979
	Iteration 33Q: 3 clusters Score -404829.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -404829.718750 Penalty: 2626.177979
	Iteration 34Q: 3 clusters Score -404829.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -404831.125000 Penalty: 2626.177979
	Iteration 35Q: 3 clusters Score -404831.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -404831.062500 Penalty: 2626.177979
	Iteration 36Q: 3 clusters Score -404831.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -404831.625000 Penalty: 2626.177979
	Iteration 37Q: 3 clusters Score -404831.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -404831.625000 Penalty: 2626.177979
	Iteration 38F: 3 clusters Score -404831.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (17946 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17946 members 
Entering Unmasked Estep 
Score: -2077067.625000 Penalty: 1591.707397
	Iteration 0F: 2 clusters Score -2077068 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9018 members 
Mstep: Class 2 contains 8928 members 
Entering Unmasked Estep 
Score: -2064780.875000 Penalty: 3183.414795
	Iteration 0F: 3 clusters Score -2064781 nChanged 8067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8989 members 
Mstep: Class 2 contains 8957 members 
Entering Unmasked Estep 
Score: -2069536.250000 Penalty: 3183.414795
	Iteration 1F: 3 clusters Score -2069536 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8872 members 
Mstep: Class 2 contains 9074 members 
Entering Unmasked Estep 
Score: -2070312.000000 Penalty: 3183.414795
	Iteration 2F: 3 clusters Score -2070312 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8706 members 
Mstep: Class 2 contains 9240 members 
Entering Unmasked Estep 
Score: -2071132.375000 Penalty: 3183.414795
	Iteration 3F: 3 clusters Score -2071132 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8439 members 
Mstep: Class 2 contains 9507 members 
Entering Unmasked Estep 
Score: -2071946.250000 Penalty: 3183.414795
	Iteration 4F: 3 clusters Score -2071946 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8086 members 
Mstep: Class 2 contains 9860 members 
Entering Unmasked Estep 
Score: -2072777.500000 Penalty: 3183.414795
	Iteration 5F: 3 clusters Score -2072778 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7679 members 
Mstep: Class 2 contains 10267 members 
Entering Unmasked Estep 
Score: -2073529.250000 Penalty: 3183.414795
	Iteration 6F: 3 clusters Score -2073529 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7278 members 
Mstep: Class 2 contains 10668 members 
Entering Unmasked Estep 
Score: -2074016.125000 Penalty: 3183.414795
	Iteration 7F: 3 clusters Score -2074016 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6911 members 
Mstep: Class 2 contains 11035 members 
Entering Unmasked Estep 
Score: -2074328.875000 Penalty: 3183.414795
	Iteration 8Q: 3 clusters Score -2074329 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6548 members 
Mstep: Class 2 contains 11398 members 
Entering Unmasked Estep 
Score: -2074567.375000 Penalty: 3183.414795
	Iteration 9Q: 3 clusters Score -2074567 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6209 members 
Mstep: Class 2 contains 11737 members 
Entering Unmasked Estep 
Score: -2074738.875000 Penalty: 3183.414795
	Iteration 10Q: 3 clusters Score -2074739 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5882 members 
Mstep: Class 2 contains 12064 members 
Entering Unmasked Estep 
Score: -2074899.125000 Penalty: 3183.414795
	Iteration 11Q: 3 clusters Score -2074899 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5568 members 
Mstep: Class 2 contains 12378 members 
Entering Unmasked Estep 
Score: -2075040.500000 Penalty: 3183.414795
	Iteration 12Q: 3 clusters Score -2075040 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5273 members 
Mstep: Class 2 contains 12673 members 
Entering Unmasked Estep 
Score: -2075184.375000 Penalty: 3183.414795
	Iteration 13Q: 3 clusters Score -2075184 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 12976 members 
Entering Unmasked Estep 
Score: -2075337.500000 Penalty: 3183.414795
	Iteration 14Q: 3 clusters Score -2075338 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 13294 members 
Entering Unmasked Estep 
Score: -2075536.625000 Penalty: 3183.414795
	Iteration 15Q: 3 clusters Score -2075537 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 13592 members 
Entering Unmasked Estep 
Score: -2075710.375000 Penalty: 3183.414795
	Iteration 16Q: 3 clusters Score -2075710 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 13858 members 
Entering Unmasked Estep 
Score: -2075836.750000 Penalty: 3183.414795
	Iteration 17Q: 3 clusters Score -2075837 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 14113 members 
Entering Unmasked Estep 
Score: -2075938.125000 Penalty: 3183.414795
	Iteration 18Q: 3 clusters Score -2075938 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 14335 members 
Entering Unmasked Estep 
Score: -2076020.000000 Penalty: 3183.414795
	Iteration 19Q: 3 clusters Score -2076020 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 14548 members 
Entering Unmasked Estep 
Score: -2076100.375000 Penalty: 3183.414795
	Iteration 20F: 3 clusters Score -2076100 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 14734 members 
Entering Unmasked Estep 
Score: -2076162.750000 Penalty: 3183.414795
	Iteration 21Q: 3 clusters Score -2076163 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 14898 members 
Entering Unmasked Estep 
Score: -2076223.375000 Penalty: 3183.414795
	Iteration 22Q: 3 clusters Score -2076223 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 15047 members 
Entering Unmasked Estep 
Score: -2076275.250000 Penalty: 3183.414795
	Iteration 23Q: 3 clusters Score -2076275 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 15176 members 
Entering Unmasked Estep 
Score: -2076308.375000 Penalty: 3183.414795
	Iteration 24Q: 3 clusters Score -2076308 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 15287 members 
Entering Unmasked Estep 
Score: -2076335.625000 Penalty: 3183.414795
	Iteration 25Q: 3 clusters Score -2076336 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 15370 members 
Entering Unmasked Estep 
Score: -2076354.000000 Penalty: 3183.414795
	Iteration 26Q: 3 clusters Score -2076354 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 15451 members 
Entering Unmasked Estep 
Score: -2076374.125000 Penalty: 3183.414795
	Iteration 27Q: 3 clusters Score -2076374 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 15533 members 
Entering Unmasked Estep 
Score: -2076385.375000 Penalty: 3183.414795
	Iteration 28Q: 3 clusters Score -2076385 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 15609 members 
Entering Unmasked Estep 
Score: -2076412.250000 Penalty: 3183.414795
	Iteration 29Q: 3 clusters Score -2076412 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 15691 members 
Entering Unmasked Estep 
Score: -2076427.750000 Penalty: 3183.414795
	Iteration 30Q: 3 clusters Score -2076428 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 15766 members 
Entering Unmasked Estep 
Score: -2076453.000000 Penalty: 3183.414795
	Iteration 31Q: 3 clusters Score -2076453 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 15836 members 
Entering Unmasked Estep 
Score: -2076474.125000 Penalty: 3183.414795
	Iteration 32Q: 3 clusters Score -2076474 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 15888 members 
Entering Unmasked Estep 
Score: -2076480.625000 Penalty: 3183.414795
	Iteration 33Q: 3 clusters Score -2076481 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 15949 members 
Entering Unmasked Estep 
Score: -2076494.250000 Penalty: 3183.414795
	Iteration 34Q: 3 clusters Score -2076494 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 16010 members 
Entering Unmasked Estep 
Score: -2076517.000000 Penalty: 3183.414795
	Iteration 35Q: 3 clusters Score -2076517 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 16079 members 
Entering Unmasked Estep 
Score: -2076541.000000 Penalty: 3183.414795
	Iteration 36Q: 3 clusters Score -2076541 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 16140 members 
Entering Unmasked Estep 
Score: -2076556.500000 Penalty: 3183.414795
	Iteration 37Q: 3 clusters Score -2076556 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 16191 members 
Entering Unmasked Estep 
Score: -2076571.000000 Penalty: 3183.414795
	Iteration 38Q: 3 clusters Score -2076571 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 16242 members 
Entering Unmasked Estep 
Score: -2076591.625000 Penalty: 3183.414795
	Iteration 39Q: 3 clusters Score -2076592 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 16286 members 
Entering Unmasked Estep 
Score: -2076599.625000 Penalty: 3183.414795
	Iteration 40F: 3 clusters Score -2076600 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 16323 members 
Entering Unmasked Estep 
Score: -2076615.625000 Penalty: 3183.414795
	Iteration 41Q: 3 clusters Score -2076616 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 16358 members 
Entering Unmasked Estep 
Score: -2076627.375000 Penalty: 3183.414795
	Iteration 42Q: 3 clusters Score -2076627 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 16385 members 
Entering Unmasked Estep 
Score: -2076635.000000 Penalty: 3183.414795
	Iteration 43Q: 3 clusters Score -2076635 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 16403 members 
Entering Unmasked Estep 
Score: -2076640.625000 Penalty: 3183.414795
	Iteration 44Q: 3 clusters Score -2076641 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 16422 members 
Entering Unmasked Estep 
Score: -2076652.125000 Penalty: 3183.414795
	Iteration 45Q: 3 clusters Score -2076652 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 16451 members 
Entering Unmasked Estep 
Score: -2076654.250000 Penalty: 3183.414795
	Iteration 46Q: 3 clusters Score -2076654 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 16471 members 
Entering Unmasked Estep 
Score: -2076663.500000 Penalty: 3183.414795
	Iteration 47Q: 3 clusters Score -2076664 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 16493 members 
Entering Unmasked Estep 
Score: -2076674.125000 Penalty: 3183.414795
	Iteration 48Q: 3 clusters Score -2076674 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 16520 members 
Entering Unmasked Estep 
Score: -2076683.375000 Penalty: 3183.414795
	Iteration 49Q: 3 clusters Score -2076683 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 16546 members 
Entering Unmasked Estep 
Score: -2076693.250000 Penalty: 3183.414795
	Iteration 50Q: 3 clusters Score -2076693 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 16572 members 
Entering Unmasked Estep 
Score: -2076702.125000 Penalty: 3183.414795
	Iteration 51Q: 3 clusters Score -2076702 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 16593 members 
Entering Unmasked Estep 
Score: -2076701.750000 Penalty: 3183.414795
	Iteration 52Q: 3 clusters Score -2076702 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 16607 members 
Entering Unmasked Estep 
Score: -2076707.500000 Penalty: 3183.414795
	Iteration 53Q: 3 clusters Score -2076708 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 16625 members 
Entering Unmasked Estep 
Score: -2076715.125000 Penalty: 3183.414795
	Iteration 54Q: 3 clusters Score -2076715 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 16646 members 
Entering Unmasked Estep 
Score: -2076727.500000 Penalty: 3183.414795
	Iteration 55Q: 3 clusters Score -2076728 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 16667 members 
Entering Unmasked Estep 
Score: -2076733.500000 Penalty: 3183.414795
	Iteration 56Q: 3 clusters Score -2076734 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 16684 members 
Entering Unmasked Estep 
Score: -2076741.750000 Penalty: 3183.414795
	Iteration 57Q: 3 clusters Score -2076742 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 16698 members 
Entering Unmasked Estep 
Score: -2076748.125000 Penalty: 3183.414795
	Iteration 58Q: 3 clusters Score -2076748 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 16712 members 
Entering Unmasked Estep 
Score: -2076754.250000 Penalty: 3183.414795
	Iteration 59Q: 3 clusters Score -2076754 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 16716 members 
Entering Unmasked Estep 
Score: -2076756.625000 Penalty: 3183.414795
	Iteration 60F: 3 clusters Score -2076757 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 16723 members 
Entering Unmasked Estep 
Score: -2076759.250000 Penalty: 3183.414795
	Iteration 61Q: 3 clusters Score -2076759 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 16729 members 
Entering Unmasked Estep 
Score: -2076760.000000 Penalty: 3183.414795
	Iteration 62Q: 3 clusters Score -2076760 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 16733 members 
Entering Unmasked Estep 
Score: -2076762.000000 Penalty: 3183.414795
	Iteration 63Q: 3 clusters Score -2076762 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 16734 members 
Entering Unmasked Estep 
Score: -2076760.625000 Penalty: 3183.414795
	Iteration 64Q: 3 clusters Score -2076761 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 16736 members 
Entering Unmasked Estep 
Score: -2076762.250000 Penalty: 3183.414795
	Iteration 65Q: 3 clusters Score -2076762 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 16737 members 
Entering Unmasked Estep 
Score: -2076762.750000 Penalty: 3183.414795
	Iteration 66Q: 3 clusters Score -2076763 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 16740 members 
Entering Unmasked Estep 
Score: -2076765.125000 Penalty: 3183.414795
	Iteration 67Q: 3 clusters Score -2076765 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 16740 members 
Entering Unmasked Estep 
Score: -2076765.125000 Penalty: 3183.414795
	Iteration 68F: 3 clusters Score -2076765 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (38195 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38195 members 
Entering Unmasked Estep 
Score: -4835636.000000 Penalty: 1714.449707
	Iteration 0F: 2 clusters Score -4835636 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18931 members 
Mstep: Class 2 contains 19264 members 
Entering Unmasked Estep 
Score: -4809947.500000 Penalty: 3428.899414
	Iteration 0F: 3 clusters Score -4809948 nChanged 17873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17560 members 
Mstep: Class 2 contains 20635 members 
Entering Unmasked Estep 
Score: -4820069.500000 Penalty: 3428.899414
	Iteration 1F: 3 clusters Score -4820070 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16584 members 
Mstep: Class 2 contains 21611 members 
Entering Unmasked Estep 
Score: -4820713.500000 Penalty: 3428.899414
	Iteration 2Q: 3 clusters Score -4820714 nChanged 1988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15136 members 
Mstep: Class 2 contains 23059 members 
Entering Unmasked Estep 
Score: -4821684.000000 Penalty: 3428.899414
	Iteration 3F: 3 clusters Score -4821684 nChanged 2302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13154 members 
Mstep: Class 2 contains 25041 members 
Entering Unmasked Estep 
Score: -4823093.500000 Penalty: 3428.899414
	Iteration 4F: 3 clusters Score -4823094 nChanged 2565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10731 members 
Mstep: Class 2 contains 27464 members 
Entering Unmasked Estep 
Score: -4824925.000000 Penalty: 3428.899414
	Iteration 5F: 3 clusters Score -4824925 nChanged 2853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7970 members 
Mstep: Class 2 contains 30225 members 
Entering Unmasked Estep 
Score: -4827247.000000 Penalty: 3428.899414
	Iteration 6F: 3 clusters Score -4827247 nChanged 2748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5246 members 
Mstep: Class 2 contains 32949 members 
Entering Unmasked Estep 
Score: -4829665.000000 Penalty: 3428.899414
	Iteration 7F: 3 clusters Score -4829665 nChanged 2221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 35166 members 
Entering Unmasked Estep 
Score: -4831689.500000 Penalty: 3428.899414
	Iteration 8F: 3 clusters Score -4831690 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 36591 members 
Entering Unmasked Estep 
Score: -4832951.500000 Penalty: 3428.899414
	Iteration 9Q: 3 clusters Score -4832952 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 37330 members 
Entering Unmasked Estep 
Score: -4833573.000000 Penalty: 3428.899414
	Iteration 10Q: 3 clusters Score -4833573 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 37641 members 
Entering Unmasked Estep 
Score: -4833830.500000 Penalty: 3428.899414
	Iteration 11Q: 3 clusters Score -4833830 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 37778 members 
Entering Unmasked Estep 
Score: -4833961.500000 Penalty: 3428.899414
	Iteration 12Q: 3 clusters Score -4833962 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 37835 members 
Entering Unmasked Estep 
Score: -4834021.000000 Penalty: 3428.899414
	Iteration 13Q: 3 clusters Score -4834021 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 37874 members 
Entering Unmasked Estep 
Score: -4834066.000000 Penalty: 3428.899414
	Iteration 14Q: 3 clusters Score -4834066 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 37893 members 
Entering Unmasked Estep 
Score: -4834099.000000 Penalty: 3428.899414
	Iteration 15Q: 3 clusters Score -4834099 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 37905 members 
Entering Unmasked Estep 
Score: -4834113.500000 Penalty: 3428.899414
	Iteration 16Q: 3 clusters Score -4834114 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 37912 members 
Entering Unmasked Estep 
Score: -4834132.500000 Penalty: 3428.899414
	Iteration 17Q: 3 clusters Score -4834132 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 37924 members 
Entering Unmasked Estep 
Score: -4834142.500000 Penalty: 3428.899414
	Iteration 18Q: 3 clusters Score -4834142 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 37928 members 
Entering Unmasked Estep 
Score: -4834151.500000 Penalty: 3428.899414
	Iteration 19Q: 3 clusters Score -4834152 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 37928 members 
Entering Unmasked Estep 
Score: -4834156.500000 Penalty: 3428.899414
	Iteration 20F: 3 clusters Score -4834156 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 37929 members 
Entering Unmasked Estep 
Score: -4834158.500000 Penalty: 3428.899414
	Iteration 21Q: 3 clusters Score -4834158 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 37931 members 
Entering Unmasked Estep 
Score: -4834163.500000 Penalty: 3428.899414
	Iteration 22Q: 3 clusters Score -4834164 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 37932 members 
Entering Unmasked Estep 
Score: -4834165.000000 Penalty: 3428.899414
	Iteration 23Q: 3 clusters Score -4834165 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 37934 members 
Entering Unmasked Estep 
Score: -4834166.000000 Penalty: 3428.899414
	Iteration 24Q: 3 clusters Score -4834166 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 37934 members 
Entering Unmasked Estep 
Score: -4834167.000000 Penalty: 3428.899414
	Iteration 25Q: 3 clusters Score -4834167 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 37935 members 
Entering Unmasked Estep 
Score: -4834170.500000 Penalty: 3428.899414
	Iteration 26Q: 3 clusters Score -4834170 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 37935 members 
Entering Unmasked Estep 
Score: -4834170.500000 Penalty: 3428.899414
	Iteration 27F: 3 clusters Score -4834170 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (39868 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39868 members 
Entering Unmasked Estep 
Score: -4786351.500000 Penalty: 1721.416016
	Iteration 0F: 2 clusters Score -4786352 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20027 members 
Mstep: Class 2 contains 19841 members 
Entering Unmasked Estep 
Score: -4759708.500000 Penalty: 3442.832031
	Iteration 0F: 3 clusters Score -4759708 nChanged 18512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20605 members 
Mstep: Class 2 contains 19263 members 
Entering Unmasked Estep 
Score: -4771612.500000 Penalty: 3442.832031
	Iteration 1F: 3 clusters Score -4771612 nChanged 2453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20884 members 
Mstep: Class 2 contains 18984 members 
Entering Unmasked Estep 
Score: -4773043.500000 Penalty: 3442.832031
	Iteration 2F: 3 clusters Score -4773044 nChanged 2606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21236 members 
Mstep: Class 2 contains 18632 members 
Entering Unmasked Estep 
Score: -4774507.500000 Penalty: 3442.832031
	Iteration 3F: 3 clusters Score -4774508 nChanged 2507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21693 members 
Mstep: Class 2 contains 18175 members 
Entering Unmasked Estep 
Score: -4775824.000000 Penalty: 3442.832031
	Iteration 4F: 3 clusters Score -4775824 nChanged 2251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22148 members 
Mstep: Class 2 contains 17720 members 
Entering Unmasked Estep 
Score: -4776894.000000 Penalty: 3442.832031
	Iteration 5F: 3 clusters Score -4776894 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22689 members 
Mstep: Class 2 contains 17179 members 
Entering Unmasked Estep 
Score: -4777770.500000 Penalty: 3442.832031
	Iteration 6Q: 3 clusters Score -4777770 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23291 members 
Mstep: Class 2 contains 16577 members 
Entering Unmasked Estep 
Score: -4778471.500000 Penalty: 3442.832031
	Iteration 7Q: 3 clusters Score -4778472 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24004 members 
Mstep: Class 2 contains 15864 members 
Entering Unmasked Estep 
Score: -4779095.500000 Penalty: 3442.832031
	Iteration 8Q: 3 clusters Score -4779096 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24805 members 
Mstep: Class 2 contains 15063 members 
Entering Unmasked Estep 
Score: -4779699.500000 Penalty: 3442.832031
	Iteration 9Q: 3 clusters Score -4779700 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25680 members 
Mstep: Class 2 contains 14188 members 
Entering Unmasked Estep 
Score: -4780302.500000 Penalty: 3442.832031
	Iteration 10Q: 3 clusters Score -4780302 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26597 members 
Mstep: Class 2 contains 13271 members 
Entering Unmasked Estep 
Score: -4780874.500000 Penalty: 3442.832031
	Iteration 11Q: 3 clusters Score -4780874 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27482 members 
Mstep: Class 2 contains 12386 members 
Entering Unmasked Estep 
Score: -4781405.000000 Penalty: 3442.832031
	Iteration 12Q: 3 clusters Score -4781405 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28283 members 
Mstep: Class 2 contains 11585 members 
Entering Unmasked Estep 
Score: -4781821.000000 Penalty: 3442.832031
	Iteration 13Q: 3 clusters Score -4781821 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29034 members 
Mstep: Class 2 contains 10834 members 
Entering Unmasked Estep 
Score: -4782122.000000 Penalty: 3442.832031
	Iteration 14Q: 3 clusters Score -4782122 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29779 members 
Mstep: Class 2 contains 10089 members 
Entering Unmasked Estep 
Score: -4782502.000000 Penalty: 3442.832031
	Iteration 15Q: 3 clusters Score -4782502 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30481 members 
Mstep: Class 2 contains 9387 members 
Entering Unmasked Estep 
Score: -4782807.500000 Penalty: 3442.832031
	Iteration 16Q: 3 clusters Score -4782808 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31151 members 
Mstep: Class 2 contains 8717 members 
Entering Unmasked Estep 
Score: -4783076.000000 Penalty: 3442.832031
	Iteration 17Q: 3 clusters Score -4783076 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31835 members 
Mstep: Class 2 contains 8033 members 
Entering Unmasked Estep 
Score: -4783364.500000 Penalty: 3442.832031
	Iteration 18Q: 3 clusters Score -4783364 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32477 members 
Mstep: Class 2 contains 7391 members 
Entering Unmasked Estep 
Score: -4783628.000000 Penalty: 3442.832031
	Iteration 19Q: 3 clusters Score -4783628 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33069 members 
Mstep: Class 2 contains 6799 members 
Entering Unmasked Estep 
Score: -4783871.000000 Penalty: 3442.832031
	Iteration 20F: 3 clusters Score -4783871 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33636 members 
Mstep: Class 2 contains 6232 members 
Entering Unmasked Estep 
Score: -4784097.500000 Penalty: 3442.832031
	Iteration 21Q: 3 clusters Score -4784098 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34154 members 
Mstep: Class 2 contains 5714 members 
Entering Unmasked Estep 
Score: -4784283.500000 Penalty: 3442.832031
	Iteration 22Q: 3 clusters Score -4784284 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34631 members 
Mstep: Class 2 contains 5237 members 
Entering Unmasked Estep 
Score: -4784504.000000 Penalty: 3442.832031
	Iteration 23Q: 3 clusters Score -4784504 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35059 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -4784657.500000 Penalty: 3442.832031
	Iteration 24Q: 3 clusters Score -4784658 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35463 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -4784798.500000 Penalty: 3442.832031
	Iteration 25Q: 3 clusters Score -4784798 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35833 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -4784951.500000 Penalty: 3442.832031
	Iteration 26Q: 3 clusters Score -4784952 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36166 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -4785099.500000 Penalty: 3442.832031
	Iteration 27Q: 3 clusters Score -4785100 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36464 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -4785230.500000 Penalty: 3442.832031
	Iteration 28Q: 3 clusters Score -4785230 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36707 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -4785331.500000 Penalty: 3442.832031
	Iteration 29Q: 3 clusters Score -4785332 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36957 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -4785459.000000 Penalty: 3442.832031
	Iteration 30Q: 3 clusters Score -4785459 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37171 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -4785541.000000 Penalty: 3442.832031
	Iteration 31Q: 3 clusters Score -4785541 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37329 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -4785625.500000 Penalty: 3442.832031
	Iteration 32Q: 3 clusters Score -4785626 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37465 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -4785666.000000 Penalty: 3442.832031
	Iteration 33Q: 3 clusters Score -4785666 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37587 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -4785730.500000 Penalty: 3442.832031
	Iteration 34Q: 3 clusters Score -4785730 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37690 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -4785766.500000 Penalty: 3442.832031
	Iteration 35Q: 3 clusters Score -4785766 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37777 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -4785811.500000 Penalty: 3442.832031
	Iteration 36Q: 3 clusters Score -4785812 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37845 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -4785834.000000 Penalty: 3442.832031
	Iteration 37Q: 3 clusters Score -4785834 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37904 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -4785843.000000 Penalty: 3442.832031
	Iteration 38Q: 3 clusters Score -4785843 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37949 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -4785863.500000 Penalty: 3442.832031
	Iteration 39Q: 3 clusters Score -4785864 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37988 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -4785871.500000 Penalty: 3442.832031
	Iteration 40F: 3 clusters Score -4785872 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38022 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -4785882.500000 Penalty: 3442.832031
	Iteration 41Q: 3 clusters Score -4785882 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38049 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -4785887.000000 Penalty: 3442.832031
	Iteration 42Q: 3 clusters Score -4785887 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38073 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -4785886.000000 Penalty: 3442.832031
	Iteration 43Q: 3 clusters Score -4785886 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38092 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -4785897.000000 Penalty: 3442.832031
	Iteration 44Q: 3 clusters Score -4785897 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38114 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -4785901.000000 Penalty: 3442.832031
	Iteration 45Q: 3 clusters Score -4785901 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38124 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -4785902.000000 Penalty: 3442.832031
	Iteration 46Q: 3 clusters Score -4785902 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38135 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -4785907.500000 Penalty: 3442.832031
	Iteration 47Q: 3 clusters Score -4785908 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38144 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -4785908.500000 Penalty: 3442.832031
	Iteration 48Q: 3 clusters Score -4785908 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38157 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -4785912.500000 Penalty: 3442.832031
	Iteration 49Q: 3 clusters Score -4785912 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38172 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -4785917.500000 Penalty: 3442.832031
	Iteration 50Q: 3 clusters Score -4785918 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38175 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -4785913.000000 Penalty: 3442.832031
	Iteration 51Q: 3 clusters Score -4785913 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38182 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -4785905.500000 Penalty: 3442.832031
	Iteration 52Q: 3 clusters Score -4785906 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38188 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -4785906.000000 Penalty: 3442.832031
	Iteration 53Q: 3 clusters Score -4785906 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38197 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -4785914.000000 Penalty: 3442.832031
	Iteration 54Q: 3 clusters Score -4785914 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38204 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -4785918.000000 Penalty: 3442.832031
	Iteration 55Q: 3 clusters Score -4785918 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38209 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -4785914.500000 Penalty: 3442.832031
	Iteration 56Q: 3 clusters Score -4785914 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38214 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -4785914.000000 Penalty: 3442.832031
	Iteration 57Q: 3 clusters Score -4785914 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38218 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -4785918.000000 Penalty: 3442.832031
	Iteration 58Q: 3 clusters Score -4785918 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38225 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -4785925.500000 Penalty: 3442.832031
	Iteration 59Q: 3 clusters Score -4785926 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38232 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -4785925.500000 Penalty: 3442.832031
	Iteration 60F: 3 clusters Score -4785926 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38239 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -4785925.000000 Penalty: 3442.832031
	Iteration 61Q: 3 clusters Score -4785925 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38242 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -4785924.000000 Penalty: 3442.832031
	Iteration 62Q: 3 clusters Score -4785924 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38245 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -4785921.000000 Penalty: 3442.832031
	Iteration 63Q: 3 clusters Score -4785921 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38245 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -4785921.000000 Penalty: 3442.832031
	Iteration 64Q: 3 clusters Score -4785921 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38245 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -4785921.000000 Penalty: 3442.832031
	Iteration 65Q: 3 clusters Score -4785921 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38248 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -4785918.000000 Penalty: 3442.832031
	Iteration 66Q: 3 clusters Score -4785918 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38249 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -4785916.000000 Penalty: 3442.832031
	Iteration 67Q: 3 clusters Score -4785916 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38249 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -4785916.000000 Penalty: 3442.832031
	Iteration 68F: 3 clusters Score -4785916 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (3759 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Entering Unmasked Estep 
Score: -444957.812500 Penalty: 1337.685059
	Iteration 0F: 2 clusters Score -444957.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -441718.812500 Penalty: 2675.370117
	Iteration 0F: 3 clusters Score -441718.8 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -442604.781250 Penalty: 2675.370117
	Iteration 1F: 3 clusters Score -442604.8 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -442880.906250 Penalty: 2675.370117
	Iteration 2F: 3 clusters Score -442880.9 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -443136.343750 Penalty: 2675.370117
	Iteration 3F: 3 clusters Score -443136.3 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -443344.125000 Penalty: 2675.370117
	Iteration 4F: 3 clusters Score -443344.1 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -443488.125000 Penalty: 2675.370117
	Iteration 5F: 3 clusters Score -443488.1 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -443599.718750 Penalty: 2675.370117
	Iteration 6Q: 3 clusters Score -443599.7 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -443712.250000 Penalty: 2675.370117
	Iteration 7Q: 3 clusters Score -443712.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -443814.718750 Penalty: 2675.370117
	Iteration 8Q: 3 clusters Score -443814.7 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -443893.937500 Penalty: 2675.370117
	Iteration 9Q: 3 clusters Score -443893.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -443962.437500 Penalty: 2675.370117
	Iteration 10Q: 3 clusters Score -443962.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -444049.156250 Penalty: 2675.370117
	Iteration 11Q: 3 clusters Score -444049.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -444203.437500 Penalty: 2675.370117
	Iteration 12Q: 3 clusters Score -444203.4 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -444462.218750 Penalty: 2675.370117
	Iteration 13Q: 3 clusters Score -444462.2 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -444904.531250 Penalty: 2675.370117
	Iteration 14Q: 3 clusters Score -444904.5 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -445156.375000 Penalty: 2675.370117
	Iteration 15Q: 3 clusters Score -445156.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -445227.562500 Penalty: 2675.370117
	Iteration 16Q: 3 clusters Score -445227.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -445256.593750 Penalty: 2675.370117
	Iteration 17Q: 3 clusters Score -445256.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -445265.125000 Penalty: 2675.370117
	Iteration 18Q: 3 clusters Score -445265.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -445270.343750 Penalty: 2675.370117
	Iteration 19Q: 3 clusters Score -445270.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -445277.406250 Penalty: 2675.370117
	Iteration 20F: 3 clusters Score -445277.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -445283.125000 Penalty: 2675.370117
	Iteration 21Q: 3 clusters Score -445283.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -445285.625000 Penalty: 2675.370117
	Iteration 22Q: 3 clusters Score -445285.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -445289.750000 Penalty: 2675.370117
	Iteration 23Q: 3 clusters Score -445289.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -445290.937500 Penalty: 2675.370117
	Iteration 24Q: 3 clusters Score -445290.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -445290.437500 Penalty: 2675.370117
	Iteration 25Q: 3 clusters Score -445290.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -445290.375000 Penalty: 2675.370117
	Iteration 26Q: 3 clusters Score -445290.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -445290.375000 Penalty: 2675.370117
	Iteration 27F: 3 clusters Score -445290.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 8915 members 
Mstep: Class 3 contains 100546 members 
Mstep: Class 4 contains 10461 members 
Mstep: Class 5 contains 2246 members 
Mstep: Class 6 contains 30516 members 
Mstep: Class 7 contains 13360 members 
Mstep: Class 8 contains 8115 members 
Mstep: Class 9 contains 18201 members 
Mstep: Class 10 contains 9571 members 
Mstep: Class 11 contains 7503 members 
Mstep: Class 12 contains 3231 members 
Mstep: Class 13 contains 17946 members 
Mstep: Class 14 contains 38195 members 
Mstep: Class 15 contains 39868 members 
Mstep: Class 16 contains 2240 members 
Mstep: Class 17 contains 5780 members 
Mstep: Class 18 contains 47481 members 
Mstep: Class 19 contains 3437 members 
Mstep: Class 20 contains 3162 members 
Mstep: Class 21 contains 1108 members 
Mstep: Class 22 contains 3319 members 
Mstep: Class 23 contains 44128 members 
Mstep: Class 24 contains 13014 members 
Mstep: Class 25 contains 12667 members 
Mstep: Class 26 contains 2901 members 
Mstep: Class 27 contains 10218 members 
Mstep: Class 28 contains 2334 members 
Mstep: Class 29 contains 25621 members 
Mstep: Class 30 contains 37779 members 
Mstep: Class 31 contains 4588 members 
Mstep: Class 32 contains 23754 members 
Mstep: Class 33 contains 12277 members 
Mstep: Class 34 contains 6117 members 
Mstep: Class 35 contains 4609 members 
Mstep: Class 36 contains 2380 members 
Mstep: Class 37 contains 17790 members 
Mstep: Class 38 contains 8795 members 
Mstep: Class 39 contains 4970 members 
Mstep: Class 40 contains 14621 members 
Mstep: Class 41 contains 10863 members 
Mstep: Class 42 contains 13302 members 
Mstep: Class 43 contains 144506 members 
Mstep: Class 44 contains 23153 members 
Mstep: Class 45 contains 3017 members 
Mstep: Class 46 contains 1519 members 
Entering Unmasked Estep 
Score: -100313592.000000 Penalty: 101793.265625
Splitting cluster 16 changes total score from -100313752.000000 to -100313592.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 17 (5780 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5780 members 
Entering Unmasked Estep 
Score: -719741.000000 Penalty: 1407.600830
	Iteration 0F: 2 clusters Score -719741 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -715303.687500 Penalty: 2815.201660
	Iteration 0F: 3 clusters Score -715303.7 nChanged 2330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -716628.437500 Penalty: 2815.201660
	Iteration 1F: 3 clusters Score -716628.4 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -716964.062500 Penalty: 2815.201660
	Iteration 2F: 3 clusters Score -716964.1 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -717300.312500 Penalty: 2815.201660
	Iteration 3F: 3 clusters Score -717300.3 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -717564.187500 Penalty: 2815.201660
	Iteration 4F: 3 clusters Score -717564.2 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -717769.250000 Penalty: 2815.201660
	Iteration 5Q: 3 clusters Score -717769.2 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -717920.687500 Penalty: 2815.201660
	Iteration 6Q: 3 clusters Score -717920.7 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -718018.625000 Penalty: 2815.201660
	Iteration 7Q: 3 clusters Score -718018.6 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -718082.062500 Penalty: 2815.201660
	Iteration 8Q: 3 clusters Score -718082.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -718123.625000 Penalty: 2815.201660
	Iteration 9Q: 3 clusters Score -718123.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -718165.687500 Penalty: 2815.201660
	Iteration 10Q: 3 clusters Score -718165.7 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -718213.062500 Penalty: 2815.201660
	Iteration 11Q: 3 clusters Score -718213.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -718262.062500 Penalty: 2815.201660
	Iteration 12Q: 3 clusters Score -718262.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -718315.250000 Penalty: 2815.201660
	Iteration 13Q: 3 clusters Score -718315.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -718374.312500 Penalty: 2815.201660
	Iteration 14Q: 3 clusters Score -718374.3 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -718440.250000 Penalty: 2815.201660
	Iteration 15Q: 3 clusters Score -718440.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -718513.000000 Penalty: 2815.201660
	Iteration 16Q: 3 clusters Score -718513 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -718583.625000 Penalty: 2815.201660
	Iteration 17Q: 3 clusters Score -718583.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -718653.500000 Penalty: 2815.201660
	Iteration 18Q: 3 clusters Score -718653.5 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -718735.312500 Penalty: 2815.201660
	Iteration 19Q: 3 clusters Score -718735.3 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -718828.375000 Penalty: 2815.201660
	Iteration 20F: 3 clusters Score -718828.4 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -718942.437500 Penalty: 2815.201660
	Iteration 21Q: 3 clusters Score -718942.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -719046.562500 Penalty: 2815.201660
	Iteration 22Q: 3 clusters Score -719046.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -719141.875000 Penalty: 2815.201660
	Iteration 23Q: 3 clusters Score -719141.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -719199.937500 Penalty: 2815.201660
	Iteration 24Q: 3 clusters Score -719199.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -719238.187500 Penalty: 2815.201660
	Iteration 25Q: 3 clusters Score -719238.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -719261.000000 Penalty: 2815.201660
	Iteration 26Q: 3 clusters Score -719261 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -719280.125000 Penalty: 2815.201660
	Iteration 27Q: 3 clusters Score -719280.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -719292.187500 Penalty: 2815.201660
	Iteration 28Q: 3 clusters Score -719292.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -719300.875000 Penalty: 2815.201660
	Iteration 29Q: 3 clusters Score -719300.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -719308.250000 Penalty: 2815.201660
	Iteration 30Q: 3 clusters Score -719308.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -719312.250000 Penalty: 2815.201660
	Iteration 31Q: 3 clusters Score -719312.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -719313.000000 Penalty: 2815.201660
	Iteration 32Q: 3 clusters Score -719313 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -719311.750000 Penalty: 2815.201660
	Iteration 33Q: 3 clusters Score -719311.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -719311.750000 Penalty: 2815.201660
	Iteration 34F: 3 clusters Score -719311.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (47481 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47481 members 
Entering Unmasked Estep 
Score: -5989915.500000 Penalty: 1749.813721
	Iteration 0F: 2 clusters Score -5989916 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23733 members 
Mstep: Class 2 contains 23748 members 
Entering Unmasked Estep 
Score: -5958157.000000 Penalty: 3499.627441
	Iteration 0F: 3 clusters Score -5958157 nChanged 22309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23990 members 
Mstep: Class 2 contains 23491 members 
Entering Unmasked Estep 
Score: -5970520.000000 Penalty: 3499.627441
	Iteration 1F: 3 clusters Score -5970520 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24060 members 
Mstep: Class 2 contains 23421 members 
Entering Unmasked Estep 
Score: -5970856.500000 Penalty: 3499.627441
	Iteration 2Q: 3 clusters Score -5970856 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24171 members 
Mstep: Class 2 contains 23310 members 
Entering Unmasked Estep 
Score: -5971135.500000 Penalty: 3499.627441
	Iteration 3Q: 3 clusters Score -5971136 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24339 members 
Mstep: Class 2 contains 23142 members 
Entering Unmasked Estep 
Score: -5971484.500000 Penalty: 3499.627441
	Iteration 4Q: 3 clusters Score -5971484 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24618 members 
Mstep: Class 2 contains 22863 members 
Entering Unmasked Estep 
Score: -5971850.000000 Penalty: 3499.627441
	Iteration 5Q: 3 clusters Score -5971850 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25019 members 
Mstep: Class 2 contains 22462 members 
Entering Unmasked Estep 
Score: -5972286.000000 Penalty: 3499.627441
	Iteration 6Q: 3 clusters Score -5972286 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25530 members 
Mstep: Class 2 contains 21951 members 
Entering Unmasked Estep 
Score: -5972826.000000 Penalty: 3499.627441
	Iteration 7Q: 3 clusters Score -5972826 nChanged 1844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26244 members 
Mstep: Class 2 contains 21237 members 
Entering Unmasked Estep 
Score: -5973562.500000 Penalty: 3499.627441
	Iteration 8Q: 3 clusters Score -5973562 nChanged 2127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27231 members 
Mstep: Class 2 contains 20250 members 
Entering Unmasked Estep 
Score: -5974607.000000 Penalty: 3499.627441
	Iteration 9Q: 3 clusters Score -5974607 nChanged 2367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28448 members 
Mstep: Class 2 contains 19033 members 
Entering Unmasked Estep 
Score: -5976036.500000 Penalty: 3499.627441
	Iteration 10Q: 3 clusters Score -5976036 nChanged 2647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29673 members 
Mstep: Class 2 contains 17808 members 
Entering Unmasked Estep 
Score: -5977859.500000 Penalty: 3499.627441
	Iteration 11F: 3 clusters Score -5977860 nChanged 2713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30774 members 
Mstep: Class 2 contains 16707 members 
Entering Unmasked Estep 
Score: -5979756.000000 Penalty: 3499.627441
	Iteration 12F: 3 clusters Score -5979756 nChanged 2410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31612 members 
Mstep: Class 2 contains 15869 members 
Entering Unmasked Estep 
Score: -5981252.000000 Penalty: 3499.627441
	Iteration 13F: 3 clusters Score -5981252 nChanged 1957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32251 members 
Mstep: Class 2 contains 15230 members 
Entering Unmasked Estep 
Score: -5982134.500000 Penalty: 3499.627441
	Iteration 14Q: 3 clusters Score -5982134 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32778 members 
Mstep: Class 2 contains 14703 members 
Entering Unmasked Estep 
Score: -5982543.500000 Penalty: 3499.627441
	Iteration 15Q: 3 clusters Score -5982544 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33242 members 
Mstep: Class 2 contains 14239 members 
Entering Unmasked Estep 
Score: -5982829.000000 Penalty: 3499.627441
	Iteration 16Q: 3 clusters Score -5982829 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33732 members 
Mstep: Class 2 contains 13749 members 
Entering Unmasked Estep 
Score: -5983058.000000 Penalty: 3499.627441
	Iteration 17Q: 3 clusters Score -5983058 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34217 members 
Mstep: Class 2 contains 13264 members 
Entering Unmasked Estep 
Score: -5983270.500000 Penalty: 3499.627441
	Iteration 18Q: 3 clusters Score -5983270 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34673 members 
Mstep: Class 2 contains 12808 members 
Entering Unmasked Estep 
Score: -5983428.000000 Penalty: 3499.627441
	Iteration 19Q: 3 clusters Score -5983428 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35164 members 
Mstep: Class 2 contains 12317 members 
Entering Unmasked Estep 
Score: -5983605.500000 Penalty: 3499.627441
	Iteration 20F: 3 clusters Score -5983606 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35681 members 
Mstep: Class 2 contains 11800 members 
Entering Unmasked Estep 
Score: -5983807.000000 Penalty: 3499.627441
	Iteration 21Q: 3 clusters Score -5983807 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36216 members 
Mstep: Class 2 contains 11265 members 
Entering Unmasked Estep 
Score: -5983977.500000 Penalty: 3499.627441
	Iteration 22Q: 3 clusters Score -5983978 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36728 members 
Mstep: Class 2 contains 10753 members 
Entering Unmasked Estep 
Score: -5984148.000000 Penalty: 3499.627441
	Iteration 23Q: 3 clusters Score -5984148 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37203 members 
Mstep: Class 2 contains 10278 members 
Entering Unmasked Estep 
Score: -5984260.000000 Penalty: 3499.627441
	Iteration 24Q: 3 clusters Score -5984260 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37702 members 
Mstep: Class 2 contains 9779 members 
Entering Unmasked Estep 
Score: -5984440.500000 Penalty: 3499.627441
	Iteration 25Q: 3 clusters Score -5984440 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38220 members 
Mstep: Class 2 contains 9261 members 
Entering Unmasked Estep 
Score: -5984600.000000 Penalty: 3499.627441
	Iteration 26Q: 3 clusters Score -5984600 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38757 members 
Mstep: Class 2 contains 8724 members 
Entering Unmasked Estep 
Score: -5984772.500000 Penalty: 3499.627441
	Iteration 27Q: 3 clusters Score -5984772 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39275 members 
Mstep: Class 2 contains 8206 members 
Entering Unmasked Estep 
Score: -5984958.000000 Penalty: 3499.627441
	Iteration 28Q: 3 clusters Score -5984958 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39806 members 
Mstep: Class 2 contains 7675 members 
Entering Unmasked Estep 
Score: -5985141.500000 Penalty: 3499.627441
	Iteration 29Q: 3 clusters Score -5985142 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40373 members 
Mstep: Class 2 contains 7108 members 
Entering Unmasked Estep 
Score: -5985341.000000 Penalty: 3499.627441
	Iteration 30Q: 3 clusters Score -5985341 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40968 members 
Mstep: Class 2 contains 6513 members 
Entering Unmasked Estep 
Score: -5985610.500000 Penalty: 3499.627441
	Iteration 31Q: 3 clusters Score -5985610 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41579 members 
Mstep: Class 2 contains 5902 members 
Entering Unmasked Estep 
Score: -5985848.000000 Penalty: 3499.627441
	Iteration 32Q: 3 clusters Score -5985848 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42196 members 
Mstep: Class 2 contains 5285 members 
Entering Unmasked Estep 
Score: -5986111.000000 Penalty: 3499.627441
	Iteration 33Q: 3 clusters Score -5986111 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42794 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -5986396.000000 Penalty: 3499.627441
	Iteration 34Q: 3 clusters Score -5986396 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43372 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -5986687.000000 Penalty: 3499.627441
	Iteration 35Q: 3 clusters Score -5986687 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43907 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -5986952.500000 Penalty: 3499.627441
	Iteration 36Q: 3 clusters Score -5986952 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44389 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -5987184.500000 Penalty: 3499.627441
	Iteration 37Q: 3 clusters Score -5987184 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44854 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -5987434.500000 Penalty: 3499.627441
	Iteration 38Q: 3 clusters Score -5987434 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45247 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -5987623.000000 Penalty: 3499.627441
	Iteration 39Q: 3 clusters Score -5987623 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45577 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -5987797.000000 Penalty: 3499.627441
	Iteration 40F: 3 clusters Score -5987797 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45842 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -5987955.000000 Penalty: 3499.627441
	Iteration 41Q: 3 clusters Score -5987955 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46068 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -5988098.000000 Penalty: 3499.627441
	Iteration 42Q: 3 clusters Score -5988098 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46230 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -5988173.500000 Penalty: 3499.627441
	Iteration 43Q: 3 clusters Score -5988174 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46362 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -5988231.000000 Penalty: 3499.627441
	Iteration 44Q: 3 clusters Score -5988231 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46455 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -5988290.000000 Penalty: 3499.627441
	Iteration 45Q: 3 clusters Score -5988290 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46543 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -5988336.500000 Penalty: 3499.627441
	Iteration 46Q: 3 clusters Score -5988336 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46601 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -5988371.000000 Penalty: 3499.627441
	Iteration 47Q: 3 clusters Score -5988371 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46655 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -5988407.000000 Penalty: 3499.627441
	Iteration 48Q: 3 clusters Score -5988407 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46710 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -5988422.500000 Penalty: 3499.627441
	Iteration 49Q: 3 clusters Score -5988422 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46755 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -5988436.500000 Penalty: 3499.627441
	Iteration 50Q: 3 clusters Score -5988436 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46791 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -5988467.000000 Penalty: 3499.627441
	Iteration 51Q: 3 clusters Score -5988467 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46815 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -5988493.500000 Penalty: 3499.627441
	Iteration 52Q: 3 clusters Score -5988494 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46842 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -5988508.500000 Penalty: 3499.627441
	Iteration 53Q: 3 clusters Score -5988508 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46871 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -5988542.000000 Penalty: 3499.627441
	Iteration 54Q: 3 clusters Score -5988542 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46886 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -5988560.500000 Penalty: 3499.627441
	Iteration 55Q: 3 clusters Score -5988560 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46901 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -5988600.000000 Penalty: 3499.627441
	Iteration 56Q: 3 clusters Score -5988600 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46915 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -5988610.000000 Penalty: 3499.627441
	Iteration 57Q: 3 clusters Score -5988610 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46939 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -5988631.000000 Penalty: 3499.627441
	Iteration 58Q: 3 clusters Score -5988631 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46947 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -5988636.000000 Penalty: 3499.627441
	Iteration 59Q: 3 clusters Score -5988636 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46953 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -5988634.500000 Penalty: 3499.627441
	Iteration 60F: 3 clusters Score -5988634 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46952 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -5988650.500000 Penalty: 3499.627441
	Iteration 61Q: 3 clusters Score -5988650 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46951 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -5988646.000000 Penalty: 3499.627441
	Iteration 62Q: 3 clusters Score -5988646 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46951 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -5988646.000000 Penalty: 3499.627441
	Iteration 63Q: 3 clusters Score -5988646 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46953 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -5988655.000000 Penalty: 3499.627441
	Iteration 64Q: 3 clusters Score -5988655 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46953 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -5988651.500000 Penalty: 3499.627441
	Iteration 65Q: 3 clusters Score -5988652 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46955 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -5988658.000000 Penalty: 3499.627441
	Iteration 66Q: 3 clusters Score -5988658 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46956 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -5988663.000000 Penalty: 3499.627441
	Iteration 67Q: 3 clusters Score -5988663 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46958 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -5988665.500000 Penalty: 3499.627441
	Iteration 68Q: 3 clusters Score -5988666 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46959 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -5988669.500000 Penalty: 3499.627441
	Iteration 69Q: 3 clusters Score -5988670 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46961 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -5988670.500000 Penalty: 3499.627441
	Iteration 70Q: 3 clusters Score -5988670 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46964 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -5988671.000000 Penalty: 3499.627441
	Iteration 71Q: 3 clusters Score -5988671 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46966 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -5988669.500000 Penalty: 3499.627441
	Iteration 72Q: 3 clusters Score -5988670 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46963 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -5988676.000000 Penalty: 3499.627441
	Iteration 73Q: 3 clusters Score -5988676 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46962 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -5988680.000000 Penalty: 3499.627441
	Iteration 74Q: 3 clusters Score -5988680 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46963 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -5988683.000000 Penalty: 3499.627441
	Iteration 75Q: 3 clusters Score -5988683 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46964 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -5988687.500000 Penalty: 3499.627441
	Iteration 76Q: 3 clusters Score -5988688 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46963 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -5988689.000000 Penalty: 3499.627441
	Iteration 77Q: 3 clusters Score -5988689 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46962 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -5988686.000000 Penalty: 3499.627441
	Iteration 78Q: 3 clusters Score -5988686 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46961 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -5988689.000000 Penalty: 3499.627441
	Iteration 79Q: 3 clusters Score -5988689 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46962 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -5988699.000000 Penalty: 3499.627441
	Iteration 80F: 3 clusters Score -5988699 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46961 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -5988697.500000 Penalty: 3499.627441
	Iteration 81Q: 3 clusters Score -5988698 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46960 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -5988696.500000 Penalty: 3499.627441
	Iteration 82Q: 3 clusters Score -5988696 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46962 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -5988695.500000 Penalty: 3499.627441
	Iteration 83Q: 3 clusters Score -5988696 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46961 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -5988702.000000 Penalty: 3499.627441
	Iteration 84Q: 3 clusters Score -5988702 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46960 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -5988700.500000 Penalty: 3499.627441
	Iteration 85Q: 3 clusters Score -5988700 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46959 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -5988697.500000 Penalty: 3499.627441
	Iteration 86Q: 3 clusters Score -5988698 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46959 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -5988697.500000 Penalty: 3499.627441
	Iteration 87F: 3 clusters Score -5988698 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (3437 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Entering Unmasked Estep 
Score: -416857.343750 Penalty: 1323.132568
	Iteration 0F: 2 clusters Score -416857.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -413899.718750 Penalty: 2646.265137
	Iteration 0F: 3 clusters Score -413899.7 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -414768.968750 Penalty: 2646.265137
	Iteration 1F: 3 clusters Score -414769 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -415017.906250 Penalty: 2646.265137
	Iteration 2F: 3 clusters Score -415017.9 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -415189.968750 Penalty: 2646.265137
	Iteration 3F: 3 clusters Score -415190 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -415315.218750 Penalty: 2646.265137
	Iteration 4Q: 3 clusters Score -415315.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -415419.375000 Penalty: 2646.265137
	Iteration 5Q: 3 clusters Score -415419.4 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -415535.062500 Penalty: 2646.265137
	Iteration 6Q: 3 clusters Score -415535.1 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -415660.875000 Penalty: 2646.265137
	Iteration 7Q: 3 clusters Score -415660.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -415755.125000 Penalty: 2646.265137
	Iteration 8Q: 3 clusters Score -415755.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -415820.500000 Penalty: 2646.265137
	Iteration 9Q: 3 clusters Score -415820.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -415869.468750 Penalty: 2646.265137
	Iteration 10Q: 3 clusters Score -415869.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -415905.718750 Penalty: 2646.265137
	Iteration 11Q: 3 clusters Score -415905.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -415927.843750 Penalty: 2646.265137
	Iteration 12Q: 3 clusters Score -415927.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -415946.656250 Penalty: 2646.265137
	Iteration 13Q: 3 clusters Score -415946.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -415964.281250 Penalty: 2646.265137
	Iteration 14Q: 3 clusters Score -415964.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -415985.906250 Penalty: 2646.265137
	Iteration 15Q: 3 clusters Score -415985.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -416008.281250 Penalty: 2646.265137
	Iteration 16Q: 3 clusters Score -416008.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -416041.531250 Penalty: 2646.265137
	Iteration 17Q: 3 clusters Score -416041.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -416089.375000 Penalty: 2646.265137
	Iteration 18Q: 3 clusters Score -416089.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -416161.125000 Penalty: 2646.265137
	Iteration 19Q: 3 clusters Score -416161.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -416256.000000 Penalty: 2646.265137
	Iteration 20F: 3 clusters Score -416256 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -416307.187500 Penalty: 2646.265137
	Iteration 21Q: 3 clusters Score -416307.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -416342.281250 Penalty: 2646.265137
	Iteration 22Q: 3 clusters Score -416342.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -416355.093750 Penalty: 2646.265137
	Iteration 23Q: 3 clusters Score -416355.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -416362.843750 Penalty: 2646.265137
	Iteration 24Q: 3 clusters Score -416362.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -416367.687500 Penalty: 2646.265137
	Iteration 25Q: 3 clusters Score -416367.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -416372.687500 Penalty: 2646.265137
	Iteration 26Q: 3 clusters Score -416372.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -416378.500000 Penalty: 2646.265137
	Iteration 27Q: 3 clusters Score -416378.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -416383.468750 Penalty: 2646.265137
	Iteration 28Q: 3 clusters Score -416383.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -416389.437500 Penalty: 2646.265137
	Iteration 29Q: 3 clusters Score -416389.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -416392.000000 Penalty: 2646.265137
	Iteration 30Q: 3 clusters Score -416392 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -416392.281250 Penalty: 2646.265137
	Iteration 31Q: 3 clusters Score -416392.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -416392.281250 Penalty: 2646.265137
	Iteration 32F: 3 clusters Score -416392.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (3162 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Entering Unmasked Estep 
Score: -326639.781250 Penalty: 1309.581055
	Iteration 0F: 2 clusters Score -326639.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -323882.031250 Penalty: 2619.162109
	Iteration 0F: 3 clusters Score -323882 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -325091.062500 Penalty: 2619.162109
	Iteration 1F: 3 clusters Score -325091.1 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -325701.843750 Penalty: 2619.162109
	Iteration 2F: 3 clusters Score -325701.8 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -326075.125000 Penalty: 2619.162109
	Iteration 3F: 3 clusters Score -326075.1 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -326337.843750 Penalty: 2619.162109
	Iteration 4F: 3 clusters Score -326337.8 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -326523.500000 Penalty: 2619.162109
	Iteration 5F: 3 clusters Score -326523.5 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -326616.281250 Penalty: 2619.162109
	Iteration 6Q: 3 clusters Score -326616.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -326660.250000 Penalty: 2619.162109
	Iteration 7Q: 3 clusters Score -326660.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -326684.468750 Penalty: 2619.162109
	Iteration 8Q: 3 clusters Score -326684.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -326691.218750 Penalty: 2619.162109
	Iteration 9Q: 3 clusters Score -326691.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -326701.000000 Penalty: 2619.162109
	Iteration 10Q: 3 clusters Score -326701 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -326708.093750 Penalty: 2619.162109
	Iteration 11Q: 3 clusters Score -326708.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -326714.312500 Penalty: 2619.162109
	Iteration 12Q: 3 clusters Score -326714.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -326722.156250 Penalty: 2619.162109
	Iteration 13Q: 3 clusters Score -326722.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -326725.812500 Penalty: 2619.162109
	Iteration 14Q: 3 clusters Score -326725.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -326726.625000 Penalty: 2619.162109
	Iteration 15Q: 3 clusters Score -326726.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -326726.718750 Penalty: 2619.162109
	Iteration 16Q: 3 clusters Score -326726.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -326727.031250 Penalty: 2619.162109
	Iteration 17Q: 3 clusters Score -326727 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -326726.968750 Penalty: 2619.162109
	Iteration 18Q: 3 clusters Score -326727 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -326726.968750 Penalty: 2619.162109
	Iteration 19F: 3 clusters Score -326727 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 8915 members 
Mstep: Class 3 contains 100546 members 
Mstep: Class 4 contains 10461 members 
Mstep: Class 5 contains 2246 members 
Mstep: Class 6 contains 30516 members 
Mstep: Class 7 contains 13360 members 
Mstep: Class 8 contains 8115 members 
Mstep: Class 9 contains 18201 members 
Mstep: Class 10 contains 9571 members 
Mstep: Class 11 contains 7503 members 
Mstep: Class 12 contains 3231 members 
Mstep: Class 13 contains 17946 members 
Mstep: Class 14 contains 38195 members 
Mstep: Class 15 contains 39868 members 
Mstep: Class 16 contains 3759 members 
Mstep: Class 17 contains 5780 members 
Mstep: Class 18 contains 47481 members 
Mstep: Class 19 contains 3437 members 
Mstep: Class 20 contains 1733 members 
Mstep: Class 21 contains 1108 members 
Mstep: Class 22 contains 3319 members 
Mstep: Class 23 contains 44128 members 
Mstep: Class 24 contains 13014 members 
Mstep: Class 25 contains 12667 members 
Mstep: Class 26 contains 2901 members 
Mstep: Class 27 contains 10218 members 
Mstep: Class 28 contains 2334 members 
Mstep: Class 29 contains 25621 members 
Mstep: Class 30 contains 37779 members 
Mstep: Class 31 contains 4588 members 
Mstep: Class 32 contains 23754 members 
Mstep: Class 33 contains 12277 members 
Mstep: Class 34 contains 6117 members 
Mstep: Class 35 contains 4609 members 
Mstep: Class 36 contains 2380 members 
Mstep: Class 37 contains 17790 members 
Mstep: Class 38 contains 8795 members 
Mstep: Class 39 contains 4970 members 
Mstep: Class 40 contains 14621 members 
Mstep: Class 41 contains 10863 members 
Mstep: Class 42 contains 13302 members 
Mstep: Class 43 contains 144506 members 
Mstep: Class 44 contains 23153 members 
Mstep: Class 45 contains 3017 members 
Mstep: Class 46 contains 1429 members 
Entering Unmasked Estep 
Score: -100313176.000000 Penalty: 101793.265625
Splitting cluster 20 changes total score from -100313752.000000 to -100313176.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 21 (1108 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Entering Unmasked Estep 
Score: -132764.687500 Penalty: 1139.175659
	Iteration 0F: 2 clusters Score -132764.7 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 547 members 
Entering Unmasked Estep 
Score: -131280.890625 Penalty: 2278.351318
	Iteration 0F: 3 clusters Score -131280.9 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -131616.859375 Penalty: 2278.351318
	Iteration 1F: 3 clusters Score -131616.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -131787.421875 Penalty: 2278.351318
	Iteration 2F: 3 clusters Score -131787.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -131961.187500 Penalty: 2278.351318
	Iteration 3F: 3 clusters Score -131961.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -132058.890625 Penalty: 2278.351318
	Iteration 4F: 3 clusters Score -132058.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -132125.343750 Penalty: 2278.351318
	Iteration 5Q: 3 clusters Score -132125.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -132160.812500 Penalty: 2278.351318
	Iteration 6Q: 3 clusters Score -132160.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -132195.453125 Penalty: 2278.351318
	Iteration 7Q: 3 clusters Score -132195.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -132215.765625 Penalty: 2278.351318
	Iteration 8Q: 3 clusters Score -132215.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -132232.203125 Penalty: 2278.351318
	Iteration 9Q: 3 clusters Score -132232.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -132243.921875 Penalty: 2278.351318
	Iteration 10Q: 3 clusters Score -132243.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -132253.421875 Penalty: 2278.351318
	Iteration 11Q: 3 clusters Score -132253.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -132263.187500 Penalty: 2278.351318
	Iteration 12Q: 3 clusters Score -132263.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -132268.015625 Penalty: 2278.351318
	Iteration 13Q: 3 clusters Score -132268 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -132271.281250 Penalty: 2278.351318
	Iteration 14Q: 3 clusters Score -132271.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -132277.046875 Penalty: 2278.351318
	Iteration 15Q: 3 clusters Score -132277 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -132280.812500 Penalty: 2278.351318
	Iteration 16Q: 3 clusters Score -132280.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -132281.406250 Penalty: 2278.351318
	Iteration 17Q: 3 clusters Score -132281.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -132284.171875 Penalty: 2278.351318
	Iteration 18Q: 3 clusters Score -132284.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -132284.171875 Penalty: 2278.351318
	Iteration 19F: 3 clusters Score -132284.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (3319 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Entering Unmasked Estep 
Score: -410640.843750 Penalty: 1317.455566
	Iteration 0F: 2 clusters Score -410640.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -407764.343750 Penalty: 2634.911133
	Iteration 0F: 3 clusters Score -407764.3 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -408535.656250 Penalty: 2634.911133
	Iteration 1F: 3 clusters Score -408535.7 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -408751.656250 Penalty: 2634.911133
	Iteration 2F: 3 clusters Score -408751.7 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -408946.906250 Penalty: 2634.911133
	Iteration 3F: 3 clusters Score -408946.9 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -409155.625000 Penalty: 2634.911133
	Iteration 4F: 3 clusters Score -409155.6 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -409331.875000 Penalty: 2634.911133
	Iteration 5F: 3 clusters Score -409331.9 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -409484.843750 Penalty: 2634.911133
	Iteration 6Q: 3 clusters Score -409484.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -409627.375000 Penalty: 2634.911133
	Iteration 7Q: 3 clusters Score -409627.4 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -409778.531250 Penalty: 2634.911133
	Iteration 8Q: 3 clusters Score -409778.5 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -409923.500000 Penalty: 2634.911133
	Iteration 9Q: 3 clusters Score -409923.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -410027.687500 Penalty: 2634.911133
	Iteration 10Q: 3 clusters Score -410027.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -410142.687500 Penalty: 2634.911133
	Iteration 11Q: 3 clusters Score -410142.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -410251.062500 Penalty: 2634.911133
	Iteration 12Q: 3 clusters Score -410251.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -410338.375000 Penalty: 2634.911133
	Iteration 13Q: 3 clusters Score -410338.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -410408.875000 Penalty: 2634.911133
	Iteration 14Q: 3 clusters Score -410408.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -410443.843750 Penalty: 2634.911133
	Iteration 15Q: 3 clusters Score -410443.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -410467.937500 Penalty: 2634.911133
	Iteration 16Q: 3 clusters Score -410467.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -410484.125000 Penalty: 2634.911133
	Iteration 17Q: 3 clusters Score -410484.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -410497.406250 Penalty: 2634.911133
	Iteration 18Q: 3 clusters Score -410497.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -410511.781250 Penalty: 2634.911133
	Iteration 19Q: 3 clusters Score -410511.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -410526.125000 Penalty: 2634.911133
	Iteration 20F: 3 clusters Score -410526.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -410542.156250 Penalty: 2634.911133
	Iteration 21Q: 3 clusters Score -410542.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -410551.625000 Penalty: 2634.911133
	Iteration 22Q: 3 clusters Score -410551.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -410554.125000 Penalty: 2634.911133
	Iteration 23Q: 3 clusters Score -410554.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -410558.968750 Penalty: 2634.911133
	Iteration 24Q: 3 clusters Score -410559 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -410563.000000 Penalty: 2634.911133
	Iteration 25Q: 3 clusters Score -410563 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -410562.937500 Penalty: 2634.911133
	Iteration 26Q: 3 clusters Score -410562.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -410563.281250 Penalty: 2634.911133
	Iteration 27Q: 3 clusters Score -410563.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -410563.875000 Penalty: 2634.911133
	Iteration 28Q: 3 clusters Score -410563.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -410563.937500 Penalty: 2634.911133
	Iteration 29Q: 3 clusters Score -410563.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -410563.937500 Penalty: 2634.911133
	Iteration 30F: 3 clusters Score -410563.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (44128 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44128 members 
Entering Unmasked Estep 
Score: -5672657.000000 Penalty: 1737.913086
	Iteration 0F: 2 clusters Score -5672657 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22030 members 
Mstep: Class 2 contains 22098 members 
Entering Unmasked Estep 
Score: -5643111.500000 Penalty: 3475.826172
	Iteration 0F: 3 clusters Score -5643112 nChanged 20646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21574 members 
Mstep: Class 2 contains 22554 members 
Entering Unmasked Estep 
Score: -5654978.500000 Penalty: 3475.826172
	Iteration 1F: 3 clusters Score -5654978 nChanged 1821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21199 members 
Mstep: Class 2 contains 22929 members 
Entering Unmasked Estep 
Score: -5655561.000000 Penalty: 3475.826172
	Iteration 2Q: 3 clusters Score -5655561 nChanged 1836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20565 members 
Mstep: Class 2 contains 23563 members 
Entering Unmasked Estep 
Score: -5656176.500000 Penalty: 3475.826172
	Iteration 3Q: 3 clusters Score -5656176 nChanged 2068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19613 members 
Mstep: Class 2 contains 24515 members 
Entering Unmasked Estep 
Score: -5657028.000000 Penalty: 3475.826172
	Iteration 4Q: 3 clusters Score -5657028 nChanged 2399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18286 members 
Mstep: Class 2 contains 25842 members 
Entering Unmasked Estep 
Score: -5658208.500000 Penalty: 3475.826172
	Iteration 5F: 3 clusters Score -5658208 nChanged 2750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16590 members 
Mstep: Class 2 contains 27538 members 
Entering Unmasked Estep 
Score: -5660040.500000 Penalty: 3475.826172
	Iteration 6F: 3 clusters Score -5660040 nChanged 2952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14780 members 
Mstep: Class 2 contains 29348 members 
Entering Unmasked Estep 
Score: -5662301.500000 Penalty: 3475.826172
	Iteration 7F: 3 clusters Score -5662302 nChanged 2806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13208 members 
Mstep: Class 2 contains 30920 members 
Entering Unmasked Estep 
Score: -5664877.000000 Penalty: 3475.826172
	Iteration 8F: 3 clusters Score -5664877 nChanged 2457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12191 members 
Mstep: Class 2 contains 31937 members 
Entering Unmasked Estep 
Score: -5667526.500000 Penalty: 3475.826172
	Iteration 9F: 3 clusters Score -5667526 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11713 members 
Mstep: Class 2 contains 32415 members 
Entering Unmasked Estep 
Score: -5669138.500000 Penalty: 3475.826172
	Iteration 10Q: 3 clusters Score -5669138 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11444 members 
Mstep: Class 2 contains 32684 members 
Entering Unmasked Estep 
Score: -5669977.000000 Penalty: 3475.826172
	Iteration 11Q: 3 clusters Score -5669977 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11217 members 
Mstep: Class 2 contains 32911 members 
Entering Unmasked Estep 
Score: -5670413.500000 Penalty: 3475.826172
	Iteration 12Q: 3 clusters Score -5670414 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11083 members 
Mstep: Class 2 contains 33045 members 
Entering Unmasked Estep 
Score: -5670720.000000 Penalty: 3475.826172
	Iteration 13Q: 3 clusters Score -5670720 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10997 members 
Mstep: Class 2 contains 33131 members 
Entering Unmasked Estep 
Score: -5670900.500000 Penalty: 3475.826172
	Iteration 14Q: 3 clusters Score -5670900 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10932 members 
Mstep: Class 2 contains 33196 members 
Entering Unmasked Estep 
Score: -5671001.500000 Penalty: 3475.826172
	Iteration 15Q: 3 clusters Score -5671002 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10864 members 
Mstep: Class 2 contains 33264 members 
Entering Unmasked Estep 
Score: -5671073.500000 Penalty: 3475.826172
	Iteration 16Q: 3 clusters Score -5671074 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10825 members 
Mstep: Class 2 contains 33303 members 
Entering Unmasked Estep 
Score: -5671109.000000 Penalty: 3475.826172
	Iteration 17Q: 3 clusters Score -5671109 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10794 members 
Mstep: Class 2 contains 33334 members 
Entering Unmasked Estep 
Score: -5671118.000000 Penalty: 3475.826172
	Iteration 18Q: 3 clusters Score -5671118 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10794 members 
Mstep: Class 2 contains 33334 members 
Entering Unmasked Estep 
Score: -5671118.500000 Penalty: 3475.826172
	Iteration 19Q: 3 clusters Score -5671118 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10777 members 
Mstep: Class 2 contains 33351 members 
Entering Unmasked Estep 
Score: -5671147.500000 Penalty: 3475.826172
	Iteration 20F: 3 clusters Score -5671148 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10767 members 
Mstep: Class 2 contains 33361 members 
Entering Unmasked Estep 
Score: -5671164.000000 Penalty: 3475.826172
	Iteration 21Q: 3 clusters Score -5671164 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10748 members 
Mstep: Class 2 contains 33380 members 
Entering Unmasked Estep 
Score: -5671163.500000 Penalty: 3475.826172
	Iteration 22Q: 3 clusters Score -5671164 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10736 members 
Mstep: Class 2 contains 33392 members 
Entering Unmasked Estep 
Score: -5671162.500000 Penalty: 3475.826172
	Iteration 23Q: 3 clusters Score -5671162 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10720 members 
Mstep: Class 2 contains 33408 members 
Entering Unmasked Estep 
Score: -5671179.500000 Penalty: 3475.826172
	Iteration 24Q: 3 clusters Score -5671180 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10714 members 
Mstep: Class 2 contains 33414 members 
Entering Unmasked Estep 
Score: -5671185.000000 Penalty: 3475.826172
	Iteration 25Q: 3 clusters Score -5671185 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10708 members 
Mstep: Class 2 contains 33420 members 
Entering Unmasked Estep 
Score: -5671178.500000 Penalty: 3475.826172
	Iteration 26Q: 3 clusters Score -5671178 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10702 members 
Mstep: Class 2 contains 33426 members 
Entering Unmasked Estep 
Score: -5671183.500000 Penalty: 3475.826172
	Iteration 27Q: 3 clusters Score -5671184 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10699 members 
Mstep: Class 2 contains 33429 members 
Entering Unmasked Estep 
Score: -5671184.500000 Penalty: 3475.826172
	Iteration 28Q: 3 clusters Score -5671184 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10696 members 
Mstep: Class 2 contains 33432 members 
Entering Unmasked Estep 
Score: -5671186.500000 Penalty: 3475.826172
	Iteration 29Q: 3 clusters Score -5671186 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10694 members 
Mstep: Class 2 contains 33434 members 
Entering Unmasked Estep 
Score: -5671187.000000 Penalty: 3475.826172
	Iteration 30Q: 3 clusters Score -5671187 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10694 members 
Mstep: Class 2 contains 33434 members 
Entering Unmasked Estep 
Score: -5671187.000000 Penalty: 3475.826172
	Iteration 31F: 3 clusters Score -5671187 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (13014 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13014 members 
Entering Unmasked Estep 
Score: -1639613.625000 Penalty: 1539.489380
	Iteration 0F: 2 clusters Score -1639614 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6469 members 
Mstep: Class 2 contains 6545 members 
Entering Unmasked Estep 
Score: -1630533.250000 Penalty: 3078.978760
	Iteration 0F: 3 clusters Score -1630533 nChanged 5739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6190 members 
Mstep: Class 2 contains 6824 members 
Entering Unmasked Estep 
Score: -1633653.250000 Penalty: 3078.978760
	Iteration 1F: 3 clusters Score -1633653 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 7073 members 
Entering Unmasked Estep 
Score: -1633994.375000 Penalty: 3078.978760
	Iteration 2F: 3 clusters Score -1633994 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5613 members 
Mstep: Class 2 contains 7401 members 
Entering Unmasked Estep 
Score: -1634305.375000 Penalty: 3078.978760
	Iteration 3F: 3 clusters Score -1634305 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5207 members 
Mstep: Class 2 contains 7807 members 
Entering Unmasked Estep 
Score: -1634664.500000 Penalty: 3078.978760
	Iteration 4F: 3 clusters Score -1634664 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 8302 members 
Entering Unmasked Estep 
Score: -1635063.125000 Penalty: 3078.978760
	Iteration 5F: 3 clusters Score -1635063 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 8808 members 
Entering Unmasked Estep 
Score: -1635461.750000 Penalty: 3078.978760
	Iteration 6F: 3 clusters Score -1635462 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 9278 members 
Entering Unmasked Estep 
Score: -1635829.250000 Penalty: 3078.978760
	Iteration 7Q: 3 clusters Score -1635829 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 9745 members 
Entering Unmasked Estep 
Score: -1636191.875000 Penalty: 3078.978760
	Iteration 8Q: 3 clusters Score -1636192 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 10214 members 
Entering Unmasked Estep 
Score: -1636551.750000 Penalty: 3078.978760
	Iteration 9Q: 3 clusters Score -1636552 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 10649 members 
Entering Unmasked Estep 
Score: -1636893.500000 Penalty: 3078.978760
	Iteration 10Q: 3 clusters Score -1636894 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 11015 members 
Entering Unmasked Estep 
Score: -1637194.500000 Penalty: 3078.978760
	Iteration 11Q: 3 clusters Score -1637194 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 11315 members 
Entering Unmasked Estep 
Score: -1637464.750000 Penalty: 3078.978760
	Iteration 12Q: 3 clusters Score -1637465 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 11537 members 
Entering Unmasked Estep 
Score: -1637692.875000 Penalty: 3078.978760
	Iteration 13Q: 3 clusters Score -1637693 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 11690 members 
Entering Unmasked Estep 
Score: -1637871.375000 Penalty: 3078.978760
	Iteration 14Q: 3 clusters Score -1637871 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 11799 members 
Entering Unmasked Estep 
Score: -1638012.000000 Penalty: 3078.978760
	Iteration 15Q: 3 clusters Score -1638012 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 11895 members 
Entering Unmasked Estep 
Score: -1638103.500000 Penalty: 3078.978760
	Iteration 16Q: 3 clusters Score -1638104 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 11972 members 
Entering Unmasked Estep 
Score: -1638166.375000 Penalty: 3078.978760
	Iteration 17Q: 3 clusters Score -1638166 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 12022 members 
Entering Unmasked Estep 
Score: -1638209.375000 Penalty: 3078.978760
	Iteration 18Q: 3 clusters Score -1638209 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 12056 members 
Entering Unmasked Estep 
Score: -1638237.250000 Penalty: 3078.978760
	Iteration 19Q: 3 clusters Score -1638237 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 12091 members 
Entering Unmasked Estep 
Score: -1638270.875000 Penalty: 3078.978760
	Iteration 20F: 3 clusters Score -1638271 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 12130 members 
Entering Unmasked Estep 
Score: -1638291.750000 Penalty: 3078.978760
	Iteration 21Q: 3 clusters Score -1638292 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 12144 members 
Entering Unmasked Estep 
Score: -1638301.000000 Penalty: 3078.978760
	Iteration 22Q: 3 clusters Score -1638301 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 12163 members 
Entering Unmasked Estep 
Score: -1638306.625000 Penalty: 3078.978760
	Iteration 23Q: 3 clusters Score -1638307 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 12178 members 
Entering Unmasked Estep 
Score: -1638314.000000 Penalty: 3078.978760
	Iteration 24Q: 3 clusters Score -1638314 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 12195 members 
Entering Unmasked Estep 
Score: -1638326.000000 Penalty: 3078.978760
	Iteration 25Q: 3 clusters Score -1638326 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 12203 members 
Entering Unmasked Estep 
Score: -1638329.000000 Penalty: 3078.978760
	Iteration 26Q: 3 clusters Score -1638329 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 12211 members 
Entering Unmasked Estep 
Score: -1638337.125000 Penalty: 3078.978760
	Iteration 27Q: 3 clusters Score -1638337 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 12216 members 
Entering Unmasked Estep 
Score: -1638341.625000 Penalty: 3078.978760
	Iteration 28Q: 3 clusters Score -1638342 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 12225 members 
Entering Unmasked Estep 
Score: -1638347.250000 Penalty: 3078.978760
	Iteration 29Q: 3 clusters Score -1638347 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 12232 members 
Entering Unmasked Estep 
Score: -1638353.625000 Penalty: 3078.978760
	Iteration 30Q: 3 clusters Score -1638354 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 12232 members 
Entering Unmasked Estep 
Score: -1638353.625000 Penalty: 3078.978760
	Iteration 31Q: 3 clusters Score -1638354 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 12235 members 
Entering Unmasked Estep 
Score: -1638358.625000 Penalty: 3078.978760
	Iteration 32Q: 3 clusters Score -1638359 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 12236 members 
Entering Unmasked Estep 
Score: -1638359.625000 Penalty: 3078.978760
	Iteration 33Q: 3 clusters Score -1638360 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 12239 members 
Entering Unmasked Estep 
Score: -1638361.125000 Penalty: 3078.978760
	Iteration 34Q: 3 clusters Score -1638361 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 12242 members 
Entering Unmasked Estep 
Score: -1638359.250000 Penalty: 3078.978760
	Iteration 35Q: 3 clusters Score -1638359 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 12243 members 
Entering Unmasked Estep 
Score: -1638362.625000 Penalty: 3078.978760
	Iteration 36Q: 3 clusters Score -1638363 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 12242 members 
Entering Unmasked Estep 
Score: -1638363.375000 Penalty: 3078.978760
	Iteration 37Q: 3 clusters Score -1638363 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 12241 members 
Entering Unmasked Estep 
Score: -1638362.875000 Penalty: 3078.978760
	Iteration 38Q: 3 clusters Score -1638363 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 12241 members 
Entering Unmasked Estep 
Score: -1638362.875000 Penalty: 3078.978760
	Iteration 39F: 3 clusters Score -1638363 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (12667 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12667 members 
Entering Unmasked Estep 
Score: -1614378.000000 Penalty: 1535.097778
	Iteration 0F: 2 clusters Score -1614378 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6277 members 
Mstep: Class 2 contains 6390 members 
Entering Unmasked Estep 
Score: -1605491.375000 Penalty: 3070.195557
	Iteration 0F: 3 clusters Score -1605491 nChanged 5576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6029 members 
Mstep: Class 2 contains 6638 members 
Entering Unmasked Estep 
Score: -1608604.625000 Penalty: 3070.195557
	Iteration 1F: 3 clusters Score -1608605 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5867 members 
Mstep: Class 2 contains 6800 members 
Entering Unmasked Estep 
Score: -1608994.625000 Penalty: 3070.195557
	Iteration 2F: 3 clusters Score -1608995 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5602 members 
Mstep: Class 2 contains 7065 members 
Entering Unmasked Estep 
Score: -1609418.250000 Penalty: 3070.195557
	Iteration 3F: 3 clusters Score -1609418 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 7324 members 
Entering Unmasked Estep 
Score: -1609861.375000 Penalty: 3070.195557
	Iteration 4F: 3 clusters Score -1609861 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 7602 members 
Entering Unmasked Estep 
Score: -1610323.750000 Penalty: 3070.195557
	Iteration 5F: 3 clusters Score -1610324 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 7907 members 
Entering Unmasked Estep 
Score: -1610769.375000 Penalty: 3070.195557
	Iteration 6F: 3 clusters Score -1610769 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 8188 members 
Entering Unmasked Estep 
Score: -1611196.750000 Penalty: 3070.195557
	Iteration 7Q: 3 clusters Score -1611197 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 8395 members 
Entering Unmasked Estep 
Score: -1611557.625000 Penalty: 3070.195557
	Iteration 8Q: 3 clusters Score -1611558 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 8570 members 
Entering Unmasked Estep 
Score: -1611854.375000 Penalty: 3070.195557
	Iteration 9Q: 3 clusters Score -1611854 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 8712 members 
Entering Unmasked Estep 
Score: -1612092.250000 Penalty: 3070.195557
	Iteration 10Q: 3 clusters Score -1612092 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 8843 members 
Entering Unmasked Estep 
Score: -1612249.000000 Penalty: 3070.195557
	Iteration 11Q: 3 clusters Score -1612249 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 8937 members 
Entering Unmasked Estep 
Score: -1612349.750000 Penalty: 3070.195557
	Iteration 12Q: 3 clusters Score -1612350 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 9009 members 
Entering Unmasked Estep 
Score: -1612417.125000 Penalty: 3070.195557
	Iteration 13Q: 3 clusters Score -1612417 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 9055 members 
Entering Unmasked Estep 
Score: -1612456.250000 Penalty: 3070.195557
	Iteration 14Q: 3 clusters Score -1612456 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 9089 members 
Entering Unmasked Estep 
Score: -1612475.625000 Penalty: 3070.195557
	Iteration 15Q: 3 clusters Score -1612476 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 9122 members 
Entering Unmasked Estep 
Score: -1612495.250000 Penalty: 3070.195557
	Iteration 16Q: 3 clusters Score -1612495 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 9143 members 
Entering Unmasked Estep 
Score: -1612512.250000 Penalty: 3070.195557
	Iteration 17Q: 3 clusters Score -1612512 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 9176 members 
Entering Unmasked Estep 
Score: -1612533.500000 Penalty: 3070.195557
	Iteration 18Q: 3 clusters Score -1612534 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 9211 members 
Entering Unmasked Estep 
Score: -1612542.875000 Penalty: 3070.195557
	Iteration 19Q: 3 clusters Score -1612543 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 9243 members 
Entering Unmasked Estep 
Score: -1612556.625000 Penalty: 3070.195557
	Iteration 20F: 3 clusters Score -1612557 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 9275 members 
Entering Unmasked Estep 
Score: -1612571.625000 Penalty: 3070.195557
	Iteration 21Q: 3 clusters Score -1612572 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 9319 members 
Entering Unmasked Estep 
Score: -1612582.375000 Penalty: 3070.195557
	Iteration 22Q: 3 clusters Score -1612582 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 9365 members 
Entering Unmasked Estep 
Score: -1612599.000000 Penalty: 3070.195557
	Iteration 23Q: 3 clusters Score -1612599 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 9422 members 
Entering Unmasked Estep 
Score: -1612617.000000 Penalty: 3070.195557
	Iteration 24Q: 3 clusters Score -1612617 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 9487 members 
Entering Unmasked Estep 
Score: -1612634.625000 Penalty: 3070.195557
	Iteration 25Q: 3 clusters Score -1612635 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 9536 members 
Entering Unmasked Estep 
Score: -1612644.625000 Penalty: 3070.195557
	Iteration 26Q: 3 clusters Score -1612645 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 9575 members 
Entering Unmasked Estep 
Score: -1612653.500000 Penalty: 3070.195557
	Iteration 27Q: 3 clusters Score -1612654 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 9602 members 
Entering Unmasked Estep 
Score: -1612660.250000 Penalty: 3070.195557
	Iteration 28Q: 3 clusters Score -1612660 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 9634 members 
Entering Unmasked Estep 
Score: -1612668.500000 Penalty: 3070.195557
	Iteration 29Q: 3 clusters Score -1612668 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 9652 members 
Entering Unmasked Estep 
Score: -1612672.000000 Penalty: 3070.195557
	Iteration 30Q: 3 clusters Score -1612672 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 9675 members 
Entering Unmasked Estep 
Score: -1612675.375000 Penalty: 3070.195557
	Iteration 31Q: 3 clusters Score -1612675 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 9708 members 
Entering Unmasked Estep 
Score: -1612674.125000 Penalty: 3070.195557
	Iteration 32Q: 3 clusters Score -1612674 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 9733 members 
Entering Unmasked Estep 
Score: -1612678.500000 Penalty: 3070.195557
	Iteration 33Q: 3 clusters Score -1612678 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 9748 members 
Entering Unmasked Estep 
Score: -1612685.250000 Penalty: 3070.195557
	Iteration 34Q: 3 clusters Score -1612685 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 9769 members 
Entering Unmasked Estep 
Score: -1612690.750000 Penalty: 3070.195557
	Iteration 35Q: 3 clusters Score -1612691 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 9790 members 
Entering Unmasked Estep 
Score: -1612694.250000 Penalty: 3070.195557
	Iteration 36Q: 3 clusters Score -1612694 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 9805 members 
Entering Unmasked Estep 
Score: -1612698.125000 Penalty: 3070.195557
	Iteration 37Q: 3 clusters Score -1612698 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 9823 members 
Entering Unmasked Estep 
Score: -1612701.750000 Penalty: 3070.195557
	Iteration 38Q: 3 clusters Score -1612702 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 9834 members 
Entering Unmasked Estep 
Score: -1612701.250000 Penalty: 3070.195557
	Iteration 39Q: 3 clusters Score -1612701 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 9848 members 
Entering Unmasked Estep 
Score: -1612704.250000 Penalty: 3070.195557
	Iteration 40F: 3 clusters Score -1612704 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 9868 members 
Entering Unmasked Estep 
Score: -1612709.125000 Penalty: 3070.195557
	Iteration 41Q: 3 clusters Score -1612709 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 9889 members 
Entering Unmasked Estep 
Score: -1612712.875000 Penalty: 3070.195557
	Iteration 42Q: 3 clusters Score -1612713 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 9915 members 
Entering Unmasked Estep 
Score: -1612717.500000 Penalty: 3070.195557
	Iteration 43Q: 3 clusters Score -1612718 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 9939 members 
Entering Unmasked Estep 
Score: -1612722.750000 Penalty: 3070.195557
	Iteration 44Q: 3 clusters Score -1612723 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 9962 members 
Entering Unmasked Estep 
Score: -1612725.000000 Penalty: 3070.195557
	Iteration 45Q: 3 clusters Score -1612725 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 9978 members 
Entering Unmasked Estep 
Score: -1612728.375000 Penalty: 3070.195557
	Iteration 46Q: 3 clusters Score -1612728 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 9994 members 
Entering Unmasked Estep 
Score: -1612728.125000 Penalty: 3070.195557
	Iteration 47Q: 3 clusters Score -1612728 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 10009 members 
Entering Unmasked Estep 
Score: -1612729.250000 Penalty: 3070.195557
	Iteration 48Q: 3 clusters Score -1612729 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 10024 members 
Entering Unmasked Estep 
Score: -1612732.000000 Penalty: 3070.195557
	Iteration 49Q: 3 clusters Score -1612732 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 10040 members 
Entering Unmasked Estep 
Score: -1612733.000000 Penalty: 3070.195557
	Iteration 50Q: 3 clusters Score -1612733 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 10057 members 
Entering Unmasked Estep 
Score: -1612736.625000 Penalty: 3070.195557
	Iteration 51Q: 3 clusters Score -1612737 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 10075 members 
Entering Unmasked Estep 
Score: -1612741.375000 Penalty: 3070.195557
	Iteration 52Q: 3 clusters Score -1612741 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 10090 members 
Entering Unmasked Estep 
Score: -1612741.750000 Penalty: 3070.195557
	Iteration 53Q: 3 clusters Score -1612742 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 10104 members 
Entering Unmasked Estep 
Score: -1612742.375000 Penalty: 3070.195557
	Iteration 54Q: 3 clusters Score -1612742 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 10113 members 
Entering Unmasked Estep 
Score: -1612745.375000 Penalty: 3070.195557
	Iteration 55Q: 3 clusters Score -1612745 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 10124 members 
Entering Unmasked Estep 
Score: -1612747.375000 Penalty: 3070.195557
	Iteration 56Q: 3 clusters Score -1612747 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 10142 members 
Entering Unmasked Estep 
Score: -1612754.250000 Penalty: 3070.195557
	Iteration 57Q: 3 clusters Score -1612754 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 10165 members 
Entering Unmasked Estep 
Score: -1612759.125000 Penalty: 3070.195557
	Iteration 58Q: 3 clusters Score -1612759 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 10196 members 
Entering Unmasked Estep 
Score: -1612767.625000 Penalty: 3070.195557
	Iteration 59Q: 3 clusters Score -1612768 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 10223 members 
Entering Unmasked Estep 
Score: -1612781.250000 Penalty: 3070.195557
	Iteration 60F: 3 clusters Score -1612781 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 10253 members 
Entering Unmasked Estep 
Score: -1612785.125000 Penalty: 3070.195557
	Iteration 61Q: 3 clusters Score -1612785 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 10285 members 
Entering Unmasked Estep 
Score: -1612794.375000 Penalty: 3070.195557
	Iteration 62Q: 3 clusters Score -1612794 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 10326 members 
Entering Unmasked Estep 
Score: -1612802.875000 Penalty: 3070.195557
	Iteration 63Q: 3 clusters Score -1612803 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 10368 members 
Entering Unmasked Estep 
Score: -1612812.500000 Penalty: 3070.195557
	Iteration 64Q: 3 clusters Score -1612812 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 10402 members 
Entering Unmasked Estep 
Score: -1612815.375000 Penalty: 3070.195557
	Iteration 65Q: 3 clusters Score -1612815 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 10438 members 
Entering Unmasked Estep 
Score: -1612826.375000 Penalty: 3070.195557
	Iteration 66Q: 3 clusters Score -1612826 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 10477 members 
Entering Unmasked Estep 
Score: -1612833.500000 Penalty: 3070.195557
	Iteration 67Q: 3 clusters Score -1612834 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 10512 members 
Entering Unmasked Estep 
Score: -1612838.125000 Penalty: 3070.195557
	Iteration 68Q: 3 clusters Score -1612838 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 10559 members 
Entering Unmasked Estep 
Score: -1612853.500000 Penalty: 3070.195557
	Iteration 69Q: 3 clusters Score -1612854 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 10605 members 
Entering Unmasked Estep 
Score: -1612871.500000 Penalty: 3070.195557
	Iteration 70Q: 3 clusters Score -1612872 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 10653 members 
Entering Unmasked Estep 
Score: -1612890.500000 Penalty: 3070.195557
	Iteration 71Q: 3 clusters Score -1612890 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 10705 members 
Entering Unmasked Estep 
Score: -1612912.375000 Penalty: 3070.195557
	Iteration 72Q: 3 clusters Score -1612912 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 10762 members 
Entering Unmasked Estep 
Score: -1612925.125000 Penalty: 3070.195557
	Iteration 73Q: 3 clusters Score -1612925 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 10811 members 
Entering Unmasked Estep 
Score: -1612940.500000 Penalty: 3070.195557
	Iteration 74Q: 3 clusters Score -1612940 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 10854 members 
Entering Unmasked Estep 
Score: -1612945.750000 Penalty: 3070.195557
	Iteration 75Q: 3 clusters Score -1612946 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 10892 members 
Entering Unmasked Estep 
Score: -1612956.375000 Penalty: 3070.195557
	Iteration 76Q: 3 clusters Score -1612956 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 10926 members 
Entering Unmasked Estep 
Score: -1612965.625000 Penalty: 3070.195557
	Iteration 77Q: 3 clusters Score -1612966 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 10969 members 
Entering Unmasked Estep 
Score: -1612982.000000 Penalty: 3070.195557
	Iteration 78Q: 3 clusters Score -1612982 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 11002 members 
Entering Unmasked Estep 
Score: -1612988.000000 Penalty: 3070.195557
	Iteration 79Q: 3 clusters Score -1612988 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 11029 members 
Entering Unmasked Estep 
Score: -1613001.250000 Penalty: 3070.195557
	Iteration 80F: 3 clusters Score -1613001 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 11069 members 
Entering Unmasked Estep 
Score: -1613011.500000 Penalty: 3070.195557
	Iteration 81Q: 3 clusters Score -1613012 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 11107 members 
Entering Unmasked Estep 
Score: -1613023.000000 Penalty: 3070.195557
	Iteration 82Q: 3 clusters Score -1613023 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 11145 members 
Entering Unmasked Estep 
Score: -1613031.125000 Penalty: 3070.195557
	Iteration 83Q: 3 clusters Score -1613031 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 11179 members 
Entering Unmasked Estep 
Score: -1613040.250000 Penalty: 3070.195557
	Iteration 84Q: 3 clusters Score -1613040 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 11208 members 
Entering Unmasked Estep 
Score: -1613049.500000 Penalty: 3070.195557
	Iteration 85Q: 3 clusters Score -1613050 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 11240 members 
Entering Unmasked Estep 
Score: -1613054.000000 Penalty: 3070.195557
	Iteration 86Q: 3 clusters Score -1613054 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 11270 members 
Entering Unmasked Estep 
Score: -1613065.375000 Penalty: 3070.195557
	Iteration 87Q: 3 clusters Score -1613065 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 11288 members 
Entering Unmasked Estep 
Score: -1613072.125000 Penalty: 3070.195557
	Iteration 88Q: 3 clusters Score -1613072 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 11315 members 
Entering Unmasked Estep 
Score: -1613077.125000 Penalty: 3070.195557
	Iteration 89Q: 3 clusters Score -1613077 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 11342 members 
Entering Unmasked Estep 
Score: -1613085.125000 Penalty: 3070.195557
	Iteration 90Q: 3 clusters Score -1613085 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 11368 members 
Entering Unmasked Estep 
Score: -1613091.375000 Penalty: 3070.195557
	Iteration 91Q: 3 clusters Score -1613091 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 11390 members 
Entering Unmasked Estep 
Score: -1613101.250000 Penalty: 3070.195557
	Iteration 92Q: 3 clusters Score -1613101 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 11406 members 
Entering Unmasked Estep 
Score: -1613104.000000 Penalty: 3070.195557
	Iteration 93Q: 3 clusters Score -1613104 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 11420 members 
Entering Unmasked Estep 
Score: -1613105.125000 Penalty: 3070.195557
	Iteration 94Q: 3 clusters Score -1613105 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 11431 members 
Entering Unmasked Estep 
Score: -1613109.000000 Penalty: 3070.195557
	Iteration 95Q: 3 clusters Score -1613109 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 11439 members 
Entering Unmasked Estep 
Score: -1613109.000000 Penalty: 3070.195557
	Iteration 96Q: 3 clusters Score -1613109 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 11444 members 
Entering Unmasked Estep 
Score: -1613110.500000 Penalty: 3070.195557
	Iteration 97Q: 3 clusters Score -1613110 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 11451 members 
Entering Unmasked Estep 
Score: -1613112.750000 Penalty: 3070.195557
	Iteration 98Q: 3 clusters Score -1613113 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 11458 members 
Entering Unmasked Estep 
Score: -1613112.625000 Penalty: 3070.195557
	Iteration 99Q: 3 clusters Score -1613113 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 11464 members 
Entering Unmasked Estep 
Score: -1613114.125000 Penalty: 3070.195557
	Iteration 100F: 3 clusters Score -1613114 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 11470 members 
Entering Unmasked Estep 
Score: -1613115.375000 Penalty: 3070.195557
	Iteration 101Q: 3 clusters Score -1613115 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 11477 members 
Entering Unmasked Estep 
Score: -1613114.250000 Penalty: 3070.195557
	Iteration 102Q: 3 clusters Score -1613114 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 11490 members 
Entering Unmasked Estep 
Score: -1613119.375000 Penalty: 3070.195557
	Iteration 103Q: 3 clusters Score -1613119 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 11500 members 
Entering Unmasked Estep 
Score: -1613120.250000 Penalty: 3070.195557
	Iteration 104Q: 3 clusters Score -1613120 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 11513 members 
Entering Unmasked Estep 
Score: -1613118.500000 Penalty: 3070.195557
	Iteration 105Q: 3 clusters Score -1613118 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 11524 members 
Entering Unmasked Estep 
Score: -1613126.250000 Penalty: 3070.195557
	Iteration 106Q: 3 clusters Score -1613126 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 11530 members 
Entering Unmasked Estep 
Score: -1613125.750000 Penalty: 3070.195557
	Iteration 107Q: 3 clusters Score -1613126 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 11536 members 
Entering Unmasked Estep 
Score: -1613128.500000 Penalty: 3070.195557
	Iteration 108Q: 3 clusters Score -1613128 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 11540 members 
Entering Unmasked Estep 
Score: -1613128.375000 Penalty: 3070.195557
	Iteration 109Q: 3 clusters Score -1613128 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 11544 members 
Entering Unmasked Estep 
Score: -1613129.250000 Penalty: 3070.195557
	Iteration 110Q: 3 clusters Score -1613129 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 11546 members 
Entering Unmasked Estep 
Score: -1613132.375000 Penalty: 3070.195557
	Iteration 111Q: 3 clusters Score -1613132 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 11549 members 
Entering Unmasked Estep 
Score: -1613131.375000 Penalty: 3070.195557
	Iteration 112Q: 3 clusters Score -1613131 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 11552 members 
Entering Unmasked Estep 
Score: -1613131.875000 Penalty: 3070.195557
	Iteration 113Q: 3 clusters Score -1613132 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 11556 members 
Entering Unmasked Estep 
Score: -1613132.625000 Penalty: 3070.195557
	Iteration 114Q: 3 clusters Score -1613133 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 11560 members 
Entering Unmasked Estep 
Score: -1613132.500000 Penalty: 3070.195557
	Iteration 115Q: 3 clusters Score -1613132 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 11562 members 
Entering Unmasked Estep 
Score: -1613136.375000 Penalty: 3070.195557
	Iteration 116Q: 3 clusters Score -1613136 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 11565 members 
Entering Unmasked Estep 
Score: -1613138.750000 Penalty: 3070.195557
	Iteration 117Q: 3 clusters Score -1613139 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 11568 members 
Entering Unmasked Estep 
Score: -1613138.250000 Penalty: 3070.195557
	Iteration 118Q: 3 clusters Score -1613138 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 11573 members 
Entering Unmasked Estep 
Score: -1613139.125000 Penalty: 3070.195557
	Iteration 119Q: 3 clusters Score -1613139 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 11581 members 
Entering Unmasked Estep 
Score: -1613141.625000 Penalty: 3070.195557
	Iteration 120F: 3 clusters Score -1613142 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 11590 members 
Entering Unmasked Estep 
Score: -1613141.000000 Penalty: 3070.195557
	Iteration 121Q: 3 clusters Score -1613141 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 11605 members 
Entering Unmasked Estep 
Score: -1613146.500000 Penalty: 3070.195557
	Iteration 122Q: 3 clusters Score -1613146 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 11615 members 
Entering Unmasked Estep 
Score: -1613150.250000 Penalty: 3070.195557
	Iteration 123Q: 3 clusters Score -1613150 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 11627 members 
Entering Unmasked Estep 
Score: -1613154.375000 Penalty: 3070.195557
	Iteration 124Q: 3 clusters Score -1613154 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 11634 members 
Entering Unmasked Estep 
Score: -1613155.250000 Penalty: 3070.195557
	Iteration 125Q: 3 clusters Score -1613155 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 11636 members 
Entering Unmasked Estep 
Score: -1613156.375000 Penalty: 3070.195557
	Iteration 126Q: 3 clusters Score -1613156 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 11639 members 
Entering Unmasked Estep 
Score: -1613156.500000 Penalty: 3070.195557
	Iteration 127Q: 3 clusters Score -1613156 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 11642 members 
Entering Unmasked Estep 
Score: -1613156.875000 Penalty: 3070.195557
	Iteration 128Q: 3 clusters Score -1613157 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 11645 members 
Entering Unmasked Estep 
Score: -1613159.375000 Penalty: 3070.195557
	Iteration 129Q: 3 clusters Score -1613159 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 11645 members 
Entering Unmasked Estep 
Score: -1613159.375000 Penalty: 3070.195557
	Iteration 130F: 3 clusters Score -1613159 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (2901 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Entering Unmasked Estep 
Score: -354025.437500 Penalty: 1295.581787
	Iteration 0F: 2 clusters Score -354025.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -351362.000000 Penalty: 2591.163574
	Iteration 0F: 3 clusters Score -351362 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -352017.656250 Penalty: 2591.163574
	Iteration 1F: 3 clusters Score -352017.7 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -352264.093750 Penalty: 2591.163574
	Iteration 2F: 3 clusters Score -352264.1 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -352555.562500 Penalty: 2591.163574
	Iteration 3F: 3 clusters Score -352555.6 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -352788.937500 Penalty: 2591.163574
	Iteration 4F: 3 clusters Score -352788.9 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -352957.687500 Penalty: 2591.163574
	Iteration 5F: 3 clusters Score -352957.7 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -353069.906250 Penalty: 2591.163574
	Iteration 6Q: 3 clusters Score -353069.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -353155.156250 Penalty: 2591.163574
	Iteration 7Q: 3 clusters Score -353155.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -353199.531250 Penalty: 2591.163574
	Iteration 8Q: 3 clusters Score -353199.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -353231.031250 Penalty: 2591.163574
	Iteration 9Q: 3 clusters Score -353231 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -353251.093750 Penalty: 2591.163574
	Iteration 10Q: 3 clusters Score -353251.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -353265.093750 Penalty: 2591.163574
	Iteration 11Q: 3 clusters Score -353265.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -353275.625000 Penalty: 2591.163574
	Iteration 12Q: 3 clusters Score -353275.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -353280.593750 Penalty: 2591.163574
	Iteration 13Q: 3 clusters Score -353280.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -353281.718750 Penalty: 2591.163574
	Iteration 14Q: 3 clusters Score -353281.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -353282.718750 Penalty: 2591.163574
	Iteration 15Q: 3 clusters Score -353282.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -353285.781250 Penalty: 2591.163574
	Iteration 16Q: 3 clusters Score -353285.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -353289.906250 Penalty: 2591.163574
	Iteration 17Q: 3 clusters Score -353289.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -353292.875000 Penalty: 2591.163574
	Iteration 18Q: 3 clusters Score -353292.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -353294.500000 Penalty: 2591.163574
	Iteration 19Q: 3 clusters Score -353294.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -353295.781250 Penalty: 2591.163574
	Iteration 20F: 3 clusters Score -353295.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -353296.812500 Penalty: 2591.163574
	Iteration 21Q: 3 clusters Score -353296.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -353297.500000 Penalty: 2591.163574
	Iteration 22Q: 3 clusters Score -353297.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -353297.843750 Penalty: 2591.163574
	Iteration 23Q: 3 clusters Score -353297.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -353298.125000 Penalty: 2591.163574
	Iteration 24Q: 3 clusters Score -353298.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -353299.000000 Penalty: 2591.163574
	Iteration 25Q: 3 clusters Score -353299 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -353299.093750 Penalty: 2591.163574
	Iteration 26Q: 3 clusters Score -353299.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -353299.281250 Penalty: 2591.163574
	Iteration 27Q: 3 clusters Score -353299.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -353299.281250 Penalty: 2591.163574
	Iteration 28F: 3 clusters Score -353299.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (10218 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10218 members 
Entering Unmasked Estep 
Score: -1194423.375000 Penalty: 1500.184692
	Iteration 0F: 2 clusters Score -1194423 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 5200 members 
Entering Unmasked Estep 
Score: -1187205.125000 Penalty: 3000.369385
	Iteration 0F: 3 clusters Score -1187205 nChanged 4346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 5480 members 
Entering Unmasked Estep 
Score: -1189860.625000 Penalty: 3000.369385
	Iteration 1F: 3 clusters Score -1189861 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 5635 members 
Entering Unmasked Estep 
Score: -1190320.000000 Penalty: 3000.369385
	Iteration 2F: 3 clusters Score -1190320 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 5780 members 
Entering Unmasked Estep 
Score: -1190697.625000 Penalty: 3000.369385
	Iteration 3F: 3 clusters Score -1190698 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 5973 members 
Entering Unmasked Estep 
Score: -1191074.125000 Penalty: 3000.369385
	Iteration 4F: 3 clusters Score -1191074 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 6191 members 
Entering Unmasked Estep 
Score: -1191424.875000 Penalty: 3000.369385
	Iteration 5F: 3 clusters Score -1191425 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 6396 members 
Entering Unmasked Estep 
Score: -1191741.625000 Penalty: 3000.369385
	Iteration 6Q: 3 clusters Score -1191742 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 6615 members 
Entering Unmasked Estep 
Score: -1192039.125000 Penalty: 3000.369385
	Iteration 7Q: 3 clusters Score -1192039 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 6822 members 
Entering Unmasked Estep 
Score: -1192315.875000 Penalty: 3000.369385
	Iteration 8Q: 3 clusters Score -1192316 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 7011 members 
Entering Unmasked Estep 
Score: -1192539.375000 Penalty: 3000.369385
	Iteration 9Q: 3 clusters Score -1192539 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 7203 members 
Entering Unmasked Estep 
Score: -1192740.625000 Penalty: 3000.369385
	Iteration 10Q: 3 clusters Score -1192741 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 7373 members 
Entering Unmasked Estep 
Score: -1192896.625000 Penalty: 3000.369385
	Iteration 11Q: 3 clusters Score -1192897 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 7520 members 
Entering Unmasked Estep 
Score: -1192988.625000 Penalty: 3000.369385
	Iteration 12Q: 3 clusters Score -1192989 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 7619 members 
Entering Unmasked Estep 
Score: -1193045.000000 Penalty: 3000.369385
	Iteration 13Q: 3 clusters Score -1193045 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 7721 members 
Entering Unmasked Estep 
Score: -1193091.750000 Penalty: 3000.369385
	Iteration 14Q: 3 clusters Score -1193092 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 7814 members 
Entering Unmasked Estep 
Score: -1193133.625000 Penalty: 3000.369385
	Iteration 15Q: 3 clusters Score -1193134 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 7907 members 
Entering Unmasked Estep 
Score: -1193172.000000 Penalty: 3000.369385
	Iteration 16Q: 3 clusters Score -1193172 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 8000 members 
Entering Unmasked Estep 
Score: -1193213.500000 Penalty: 3000.369385
	Iteration 17Q: 3 clusters Score -1193214 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 8084 members 
Entering Unmasked Estep 
Score: -1193258.500000 Penalty: 3000.369385
	Iteration 18Q: 3 clusters Score -1193258 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 8165 members 
Entering Unmasked Estep 
Score: -1193301.625000 Penalty: 3000.369385
	Iteration 19Q: 3 clusters Score -1193302 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 8241 members 
Entering Unmasked Estep 
Score: -1193336.500000 Penalty: 3000.369385
	Iteration 20F: 3 clusters Score -1193336 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 8304 members 
Entering Unmasked Estep 
Score: -1193369.750000 Penalty: 3000.369385
	Iteration 21Q: 3 clusters Score -1193370 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 8372 members 
Entering Unmasked Estep 
Score: -1193404.625000 Penalty: 3000.369385
	Iteration 22Q: 3 clusters Score -1193405 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 8435 members 
Entering Unmasked Estep 
Score: -1193435.250000 Penalty: 3000.369385
	Iteration 23Q: 3 clusters Score -1193435 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 8489 members 
Entering Unmasked Estep 
Score: -1193459.125000 Penalty: 3000.369385
	Iteration 24Q: 3 clusters Score -1193459 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 8531 members 
Entering Unmasked Estep 
Score: -1193475.375000 Penalty: 3000.369385
	Iteration 25Q: 3 clusters Score -1193475 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 8566 members 
Entering Unmasked Estep 
Score: -1193489.000000 Penalty: 3000.369385
	Iteration 26Q: 3 clusters Score -1193489 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 8592 members 
Entering Unmasked Estep 
Score: -1193495.875000 Penalty: 3000.369385
	Iteration 27Q: 3 clusters Score -1193496 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 8622 members 
Entering Unmasked Estep 
Score: -1193509.375000 Penalty: 3000.369385
	Iteration 28Q: 3 clusters Score -1193509 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 8655 members 
Entering Unmasked Estep 
Score: -1193519.875000 Penalty: 3000.369385
	Iteration 29Q: 3 clusters Score -1193520 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 8671 members 
Entering Unmasked Estep 
Score: -1193527.250000 Penalty: 3000.369385
	Iteration 30Q: 3 clusters Score -1193527 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 8689 members 
Entering Unmasked Estep 
Score: -1193534.375000 Penalty: 3000.369385
	Iteration 31Q: 3 clusters Score -1193534 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 8702 members 
Entering Unmasked Estep 
Score: -1193538.375000 Penalty: 3000.369385
	Iteration 32Q: 3 clusters Score -1193538 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 8714 members 
Entering Unmasked Estep 
Score: -1193539.875000 Penalty: 3000.369385
	Iteration 33Q: 3 clusters Score -1193540 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 8722 members 
Entering Unmasked Estep 
Score: -1193544.000000 Penalty: 3000.369385
	Iteration 34Q: 3 clusters Score -1193544 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 8725 members 
Entering Unmasked Estep 
Score: -1193547.750000 Penalty: 3000.369385
	Iteration 35Q: 3 clusters Score -1193548 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 8736 members 
Entering Unmasked Estep 
Score: -1193549.625000 Penalty: 3000.369385
	Iteration 36Q: 3 clusters Score -1193550 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 8745 members 
Entering Unmasked Estep 
Score: -1193552.000000 Penalty: 3000.369385
	Iteration 37Q: 3 clusters Score -1193552 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 8753 members 
Entering Unmasked Estep 
Score: -1193550.625000 Penalty: 3000.369385
	Iteration 38Q: 3 clusters Score -1193551 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 8757 members 
Entering Unmasked Estep 
Score: -1193552.000000 Penalty: 3000.369385
	Iteration 39Q: 3 clusters Score -1193552 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 8760 members 
Entering Unmasked Estep 
Score: -1193552.875000 Penalty: 3000.369385
	Iteration 40F: 3 clusters Score -1193553 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 8764 members 
Entering Unmasked Estep 
Score: -1193554.250000 Penalty: 3000.369385
	Iteration 41Q: 3 clusters Score -1193554 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 8764 members 
Entering Unmasked Estep 
Score: -1193555.625000 Penalty: 3000.369385
	Iteration 42Q: 3 clusters Score -1193556 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 8765 members 
Entering Unmasked Estep 
Score: -1193555.125000 Penalty: 3000.369385
	Iteration 43Q: 3 clusters Score -1193555 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 8768 members 
Entering Unmasked Estep 
Score: -1193555.375000 Penalty: 3000.369385
	Iteration 44Q: 3 clusters Score -1193555 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 8772 members 
Entering Unmasked Estep 
Score: -1193557.125000 Penalty: 3000.369385
	Iteration 45Q: 3 clusters Score -1193557 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 8774 members 
Entering Unmasked Estep 
Score: -1193554.875000 Penalty: 3000.369385
	Iteration 46Q: 3 clusters Score -1193555 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 8775 members 
Entering Unmasked Estep 
Score: -1193557.000000 Penalty: 3000.369385
	Iteration 47Q: 3 clusters Score -1193557 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 8775 members 
Entering Unmasked Estep 
Score: -1193557.000000 Penalty: 3000.369385
	Iteration 48F: 3 clusters Score -1193557 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (2334 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Entering Unmasked Estep 
Score: -283184.968750 Penalty: 1260.242554
	Iteration 0F: 2 clusters Score -283185 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -280892.250000 Penalty: 2520.485107
	Iteration 0F: 3 clusters Score -280892.2 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -281457.968750 Penalty: 2520.485107
	Iteration 1F: 3 clusters Score -281458 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -281594.062500 Penalty: 2520.485107
	Iteration 2F: 3 clusters Score -281594.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -281681.500000 Penalty: 2520.485107
	Iteration 3F: 3 clusters Score -281681.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -281742.000000 Penalty: 2520.485107
	Iteration 4Q: 3 clusters Score -281742 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -281792.875000 Penalty: 2520.485107
	Iteration 5Q: 3 clusters Score -281792.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -281822.343750 Penalty: 2520.485107
	Iteration 6Q: 3 clusters Score -281822.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -281844.406250 Penalty: 2520.485107
	Iteration 7Q: 3 clusters Score -281844.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -281861.125000 Penalty: 2520.485107
	Iteration 8Q: 3 clusters Score -281861.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -281873.000000 Penalty: 2520.485107
	Iteration 9Q: 3 clusters Score -281873 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -281888.937500 Penalty: 2520.485107
	Iteration 10Q: 3 clusters Score -281888.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -281899.218750 Penalty: 2520.485107
	Iteration 11Q: 3 clusters Score -281899.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -281905.843750 Penalty: 2520.485107
	Iteration 12Q: 3 clusters Score -281905.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -281915.000000 Penalty: 2520.485107
	Iteration 13Q: 3 clusters Score -281915 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -281929.125000 Penalty: 2520.485107
	Iteration 14Q: 3 clusters Score -281929.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -281949.125000 Penalty: 2520.485107
	Iteration 15Q: 3 clusters Score -281949.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -281974.781250 Penalty: 2520.485107
	Iteration 16Q: 3 clusters Score -281974.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -281993.406250 Penalty: 2520.485107
	Iteration 17Q: 3 clusters Score -281993.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -282010.093750 Penalty: 2520.485107
	Iteration 18Q: 3 clusters Score -282010.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -282032.093750 Penalty: 2520.485107
	Iteration 19Q: 3 clusters Score -282032.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -282061.468750 Penalty: 2520.485107
	Iteration 20F: 3 clusters Score -282061.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -282103.781250 Penalty: 2520.485107
	Iteration 21Q: 3 clusters Score -282103.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -282142.750000 Penalty: 2520.485107
	Iteration 22Q: 3 clusters Score -282142.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -282190.062500 Penalty: 2520.485107
	Iteration 23Q: 3 clusters Score -282190.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -282233.156250 Penalty: 2520.485107
	Iteration 24Q: 3 clusters Score -282233.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -282274.156250 Penalty: 2520.485107
	Iteration 25Q: 3 clusters Score -282274.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -282305.843750 Penalty: 2520.485107
	Iteration 26Q: 3 clusters Score -282305.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -282330.562500 Penalty: 2520.485107
	Iteration 27Q: 3 clusters Score -282330.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -282354.156250 Penalty: 2520.485107
	Iteration 28Q: 3 clusters Score -282354.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -282379.218750 Penalty: 2520.485107
	Iteration 29Q: 3 clusters Score -282379.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -282393.718750 Penalty: 2520.485107
	Iteration 30Q: 3 clusters Score -282393.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -282404.125000 Penalty: 2520.485107
	Iteration 31Q: 3 clusters Score -282404.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -282409.375000 Penalty: 2520.485107
	Iteration 32Q: 3 clusters Score -282409.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -282414.937500 Penalty: 2520.485107
	Iteration 33Q: 3 clusters Score -282414.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -282417.187500 Penalty: 2520.485107
	Iteration 34Q: 3 clusters Score -282417.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -282420.062500 Penalty: 2520.485107
	Iteration 35Q: 3 clusters Score -282420.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -282420.750000 Penalty: 2520.485107
	Iteration 36Q: 3 clusters Score -282420.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -282421.312500 Penalty: 2520.485107
	Iteration 37Q: 3 clusters Score -282421.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -282421.312500 Penalty: 2520.485107
	Iteration 38F: 3 clusters Score -282421.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (25621 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25621 members 
Entering Unmasked Estep 
Score: -3007483.250000 Penalty: 1649.564819
	Iteration 0F: 2 clusters Score -3007483 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12851 members 
Mstep: Class 2 contains 12770 members 
Entering Unmasked Estep 
Score: -2990199.750000 Penalty: 3299.129639
	Iteration 0F: 3 clusters Score -2990200 nChanged 11720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13225 members 
Mstep: Class 2 contains 12396 members 
Entering Unmasked Estep 
Score: -2996971.000000 Penalty: 3299.129639
	Iteration 1F: 3 clusters Score -2996971 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13518 members 
Mstep: Class 2 contains 12103 members 
Entering Unmasked Estep 
Score: -2997629.750000 Penalty: 3299.129639
	Iteration 2F: 3 clusters Score -2997630 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13898 members 
Mstep: Class 2 contains 11723 members 
Entering Unmasked Estep 
Score: -2998308.250000 Penalty: 3299.129639
	Iteration 3F: 3 clusters Score -2998308 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14402 members 
Mstep: Class 2 contains 11219 members 
Entering Unmasked Estep 
Score: -2999027.000000 Penalty: 3299.129639
	Iteration 4F: 3 clusters Score -2999027 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15014 members 
Mstep: Class 2 contains 10607 members 
Entering Unmasked Estep 
Score: -2999711.000000 Penalty: 3299.129639
	Iteration 5F: 3 clusters Score -2999711 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15715 members 
Mstep: Class 2 contains 9906 members 
Entering Unmasked Estep 
Score: -3000358.500000 Penalty: 3299.129639
	Iteration 6F: 3 clusters Score -3000358 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16487 members 
Mstep: Class 2 contains 9134 members 
Entering Unmasked Estep 
Score: -3000953.250000 Penalty: 3299.129639
	Iteration 7Q: 3 clusters Score -3000953 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17294 members 
Mstep: Class 2 contains 8327 members 
Entering Unmasked Estep 
Score: -3001544.250000 Penalty: 3299.129639
	Iteration 8Q: 3 clusters Score -3001544 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18114 members 
Mstep: Class 2 contains 7507 members 
Entering Unmasked Estep 
Score: -3002116.000000 Penalty: 3299.129639
	Iteration 9Q: 3 clusters Score -3002116 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19025 members 
Mstep: Class 2 contains 6596 members 
Entering Unmasked Estep 
Score: -3002813.750000 Penalty: 3299.129639
	Iteration 10Q: 3 clusters Score -3002814 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19937 members 
Mstep: Class 2 contains 5684 members 
Entering Unmasked Estep 
Score: -3003465.750000 Penalty: 3299.129639
	Iteration 11Q: 3 clusters Score -3003466 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20787 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -3004114.500000 Penalty: 3299.129639
	Iteration 12Q: 3 clusters Score -3004114 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21546 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -3004711.500000 Penalty: 3299.129639
	Iteration 13Q: 3 clusters Score -3004712 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22174 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -3005161.250000 Penalty: 3299.129639
	Iteration 14Q: 3 clusters Score -3005161 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22648 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -3005453.000000 Penalty: 3299.129639
	Iteration 15Q: 3 clusters Score -3005453 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23017 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -3005637.500000 Penalty: 3299.129639
	Iteration 16Q: 3 clusters Score -3005638 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23310 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -3005786.750000 Penalty: 3299.129639
	Iteration 17Q: 3 clusters Score -3005787 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23572 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -3005928.500000 Penalty: 3299.129639
	Iteration 18Q: 3 clusters Score -3005928 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23795 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -3006050.500000 Penalty: 3299.129639
	Iteration 19Q: 3 clusters Score -3006050 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23982 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -3006144.750000 Penalty: 3299.129639
	Iteration 20F: 3 clusters Score -3006145 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24119 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -3006205.750000 Penalty: 3299.129639
	Iteration 21Q: 3 clusters Score -3006206 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24217 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -3006257.250000 Penalty: 3299.129639
	Iteration 22Q: 3 clusters Score -3006257 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24292 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -3006290.000000 Penalty: 3299.129639
	Iteration 23Q: 3 clusters Score -3006290 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24361 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -3006317.750000 Penalty: 3299.129639
	Iteration 24Q: 3 clusters Score -3006318 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24425 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -3006350.500000 Penalty: 3299.129639
	Iteration 25Q: 3 clusters Score -3006350 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24478 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -3006380.000000 Penalty: 3299.129639
	Iteration 26Q: 3 clusters Score -3006380 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24514 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -3006396.500000 Penalty: 3299.129639
	Iteration 27Q: 3 clusters Score -3006396 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24539 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -3006405.250000 Penalty: 3299.129639
	Iteration 28Q: 3 clusters Score -3006405 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24568 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -3006425.500000 Penalty: 3299.129639
	Iteration 29Q: 3 clusters Score -3006426 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24586 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -3006430.250000 Penalty: 3299.129639
	Iteration 30Q: 3 clusters Score -3006430 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24608 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -3006438.250000 Penalty: 3299.129639
	Iteration 31Q: 3 clusters Score -3006438 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24626 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -3006447.500000 Penalty: 3299.129639
	Iteration 32Q: 3 clusters Score -3006448 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24646 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -3006448.000000 Penalty: 3299.129639
	Iteration 33Q: 3 clusters Score -3006448 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24661 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -3006454.750000 Penalty: 3299.129639
	Iteration 34Q: 3 clusters Score -3006455 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24678 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -3006460.750000 Penalty: 3299.129639
	Iteration 35Q: 3 clusters Score -3006461 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24688 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -3006461.500000 Penalty: 3299.129639
	Iteration 36Q: 3 clusters Score -3006462 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24693 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -3006464.750000 Penalty: 3299.129639
	Iteration 37Q: 3 clusters Score -3006465 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24703 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -3006467.000000 Penalty: 3299.129639
	Iteration 38Q: 3 clusters Score -3006467 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24715 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -3006478.750000 Penalty: 3299.129639
	Iteration 39Q: 3 clusters Score -3006479 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24733 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -3006482.250000 Penalty: 3299.129639
	Iteration 40F: 3 clusters Score -3006482 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24742 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -3006491.250000 Penalty: 3299.129639
	Iteration 41Q: 3 clusters Score -3006491 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24758 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -3006495.250000 Penalty: 3299.129639
	Iteration 42Q: 3 clusters Score -3006495 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24764 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -3006501.750000 Penalty: 3299.129639
	Iteration 43Q: 3 clusters Score -3006502 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24772 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -3006504.750000 Penalty: 3299.129639
	Iteration 44Q: 3 clusters Score -3006505 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24775 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -3006508.000000 Penalty: 3299.129639
	Iteration 45Q: 3 clusters Score -3006508 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24783 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -3006518.250000 Penalty: 3299.129639
	Iteration 46Q: 3 clusters Score -3006518 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24789 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -3006521.500000 Penalty: 3299.129639
	Iteration 47Q: 3 clusters Score -3006522 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24792 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -3006519.500000 Penalty: 3299.129639
	Iteration 48Q: 3 clusters Score -3006520 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24795 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -3006523.250000 Penalty: 3299.129639
	Iteration 49Q: 3 clusters Score -3006523 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24797 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -3006523.500000 Penalty: 3299.129639
	Iteration 50Q: 3 clusters Score -3006524 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24802 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -3006523.000000 Penalty: 3299.129639
	Iteration 51Q: 3 clusters Score -3006523 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24803 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -3006527.000000 Penalty: 3299.129639
	Iteration 52Q: 3 clusters Score -3006527 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24807 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -3006523.750000 Penalty: 3299.129639
	Iteration 53Q: 3 clusters Score -3006524 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24814 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -3006521.500000 Penalty: 3299.129639
	Iteration 54Q: 3 clusters Score -3006522 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24821 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -3006522.500000 Penalty: 3299.129639
	Iteration 55Q: 3 clusters Score -3006522 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24831 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -3006525.250000 Penalty: 3299.129639
	Iteration 56Q: 3 clusters Score -3006525 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24838 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -3006533.500000 Penalty: 3299.129639
	Iteration 57Q: 3 clusters Score -3006534 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24842 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -3006534.500000 Penalty: 3299.129639
	Iteration 58Q: 3 clusters Score -3006534 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24851 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -3006540.500000 Penalty: 3299.129639
	Iteration 59Q: 3 clusters Score -3006540 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24855 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -3006547.500000 Penalty: 3299.129639
	Iteration 60F: 3 clusters Score -3006548 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24856 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -3006547.250000 Penalty: 3299.129639
	Iteration 61Q: 3 clusters Score -3006547 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24863 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -3006547.500000 Penalty: 3299.129639
	Iteration 62Q: 3 clusters Score -3006548 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24867 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -3006547.250000 Penalty: 3299.129639
	Iteration 63Q: 3 clusters Score -3006547 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24868 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -3006551.000000 Penalty: 3299.129639
	Iteration 64Q: 3 clusters Score -3006551 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24872 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -3006557.500000 Penalty: 3299.129639
	Iteration 65Q: 3 clusters Score -3006558 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24876 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -3006558.750000 Penalty: 3299.129639
	Iteration 66Q: 3 clusters Score -3006559 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24881 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -3006564.000000 Penalty: 3299.129639
	Iteration 67Q: 3 clusters Score -3006564 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24886 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -3006568.000000 Penalty: 3299.129639
	Iteration 68Q: 3 clusters Score -3006568 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24891 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -3006563.500000 Penalty: 3299.129639
	Iteration 69Q: 3 clusters Score -3006564 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24898 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -3006568.000000 Penalty: 3299.129639
	Iteration 70Q: 3 clusters Score -3006568 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24901 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -3006566.000000 Penalty: 3299.129639
	Iteration 71Q: 3 clusters Score -3006566 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24901 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -3006568.000000 Penalty: 3299.129639
	Iteration 72Q: 3 clusters Score -3006568 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24901 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -3006568.000000 Penalty: 3299.129639
	Iteration 73F: 3 clusters Score -3006568 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (37779 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37779 members 
Entering Unmasked Estep 
Score: -4776830.500000 Penalty: 1712.670166
	Iteration 0F: 2 clusters Score -4776830 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18753 members 
Mstep: Class 2 contains 19026 members 
Entering Unmasked Estep 
Score: -4751372.500000 Penalty: 3425.340332
	Iteration 0F: 3 clusters Score -4751372 nChanged 17539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17108 members 
Mstep: Class 2 contains 20671 members 
Entering Unmasked Estep 
Score: -4761565.500000 Penalty: 3425.340332
	Iteration 1F: 3 clusters Score -4761566 nChanged 1875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16069 members 
Mstep: Class 2 contains 21710 members 
Entering Unmasked Estep 
Score: -4762340.500000 Penalty: 3425.340332
	Iteration 2Q: 3 clusters Score -4762340 nChanged 2086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14545 members 
Mstep: Class 2 contains 23234 members 
Entering Unmasked Estep 
Score: -4763338.500000 Penalty: 3425.340332
	Iteration 3F: 3 clusters Score -4763338 nChanged 2416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12561 members 
Mstep: Class 2 contains 25218 members 
Entering Unmasked Estep 
Score: -4764807.500000 Penalty: 3425.340332
	Iteration 4F: 3 clusters Score -4764808 nChanged 2654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10215 members 
Mstep: Class 2 contains 27564 members 
Entering Unmasked Estep 
Score: -4766760.500000 Penalty: 3425.340332
	Iteration 5F: 3 clusters Score -4766760 nChanged 2721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7702 members 
Mstep: Class 2 contains 30077 members 
Entering Unmasked Estep 
Score: -4769030.500000 Penalty: 3425.340332
	Iteration 6F: 3 clusters Score -4769030 nChanged 2406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5468 members 
Mstep: Class 2 contains 32311 members 
Entering Unmasked Estep 
Score: -4771243.000000 Penalty: 3425.340332
	Iteration 7F: 3 clusters Score -4771243 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 34010 members 
Entering Unmasked Estep 
Score: -4773006.000000 Penalty: 3425.340332
	Iteration 8Q: 3 clusters Score -4773006 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 34991 members 
Entering Unmasked Estep 
Score: -4774190.500000 Penalty: 3425.340332
	Iteration 9Q: 3 clusters Score -4774190 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 35515 members 
Entering Unmasked Estep 
Score: -4774881.000000 Penalty: 3425.340332
	Iteration 10Q: 3 clusters Score -4774881 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 35783 members 
Entering Unmasked Estep 
Score: -4775216.500000 Penalty: 3425.340332
	Iteration 11Q: 3 clusters Score -4775216 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 35952 members 
Entering Unmasked Estep 
Score: -4775371.500000 Penalty: 3425.340332
	Iteration 12Q: 3 clusters Score -4775372 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 36075 members 
Entering Unmasked Estep 
Score: -4775472.500000 Penalty: 3425.340332
	Iteration 13Q: 3 clusters Score -4775472 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 36172 members 
Entering Unmasked Estep 
Score: -4775531.000000 Penalty: 3425.340332
	Iteration 14Q: 3 clusters Score -4775531 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 36258 members 
Entering Unmasked Estep 
Score: -4775594.500000 Penalty: 3425.340332
	Iteration 15Q: 3 clusters Score -4775594 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 36328 members 
Entering Unmasked Estep 
Score: -4775634.000000 Penalty: 3425.340332
	Iteration 16Q: 3 clusters Score -4775634 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 36379 members 
Entering Unmasked Estep 
Score: -4775647.000000 Penalty: 3425.340332
	Iteration 17Q: 3 clusters Score -4775647 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 36422 members 
Entering Unmasked Estep 
Score: -4775667.500000 Penalty: 3425.340332
	Iteration 18Q: 3 clusters Score -4775668 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 36457 members 
Entering Unmasked Estep 
Score: -4775679.000000 Penalty: 3425.340332
	Iteration 19Q: 3 clusters Score -4775679 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 36482 members 
Entering Unmasked Estep 
Score: -4775688.500000 Penalty: 3425.340332
	Iteration 20F: 3 clusters Score -4775688 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 36498 members 
Entering Unmasked Estep 
Score: -4775693.500000 Penalty: 3425.340332
	Iteration 21Q: 3 clusters Score -4775694 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 36516 members 
Entering Unmasked Estep 
Score: -4775704.500000 Penalty: 3425.340332
	Iteration 22Q: 3 clusters Score -4775704 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 36529 members 
Entering Unmasked Estep 
Score: -4775708.000000 Penalty: 3425.340332
	Iteration 23Q: 3 clusters Score -4775708 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 36549 members 
Entering Unmasked Estep 
Score: -4775703.500000 Penalty: 3425.340332
	Iteration 24Q: 3 clusters Score -4775704 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 36571 members 
Entering Unmasked Estep 
Score: -4775708.000000 Penalty: 3425.340332
	Iteration 25Q: 3 clusters Score -4775708 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 36597 members 
Entering Unmasked Estep 
Score: -4775717.000000 Penalty: 3425.340332
	Iteration 26Q: 3 clusters Score -4775717 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 36614 members 
Entering Unmasked Estep 
Score: -4775725.500000 Penalty: 3425.340332
	Iteration 27Q: 3 clusters Score -4775726 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 36629 members 
Entering Unmasked Estep 
Score: -4775725.500000 Penalty: 3425.340332
	Iteration 28Q: 3 clusters Score -4775726 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 36640 members 
Entering Unmasked Estep 
Score: -4775737.500000 Penalty: 3425.340332
	Iteration 29Q: 3 clusters Score -4775738 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 36654 members 
Entering Unmasked Estep 
Score: -4775744.000000 Penalty: 3425.340332
	Iteration 30Q: 3 clusters Score -4775744 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 36664 members 
Entering Unmasked Estep 
Score: -4775748.500000 Penalty: 3425.340332
	Iteration 31Q: 3 clusters Score -4775748 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 36674 members 
Entering Unmasked Estep 
Score: -4775755.000000 Penalty: 3425.340332
	Iteration 32Q: 3 clusters Score -4775755 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 36687 members 
Entering Unmasked Estep 
Score: -4775757.500000 Penalty: 3425.340332
	Iteration 33Q: 3 clusters Score -4775758 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 36699 members 
Entering Unmasked Estep 
Score: -4775761.000000 Penalty: 3425.340332
	Iteration 34Q: 3 clusters Score -4775761 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 36707 members 
Entering Unmasked Estep 
Score: -4775771.000000 Penalty: 3425.340332
	Iteration 35Q: 3 clusters Score -4775771 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 36716 members 
Entering Unmasked Estep 
Score: -4775773.500000 Penalty: 3425.340332
	Iteration 36Q: 3 clusters Score -4775774 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 36723 members 
Entering Unmasked Estep 
Score: -4775777.500000 Penalty: 3425.340332
	Iteration 37Q: 3 clusters Score -4775778 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 36731 members 
Entering Unmasked Estep 
Score: -4775779.000000 Penalty: 3425.340332
	Iteration 38Q: 3 clusters Score -4775779 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 36733 members 
Entering Unmasked Estep 
Score: -4775776.000000 Penalty: 3425.340332
	Iteration 39Q: 3 clusters Score -4775776 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 36734 members 
Entering Unmasked Estep 
Score: -4775773.000000 Penalty: 3425.340332
	Iteration 40F: 3 clusters Score -4775773 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 36736 members 
Entering Unmasked Estep 
Score: -4775779.000000 Penalty: 3425.340332
	Iteration 41Q: 3 clusters Score -4775779 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 36736 members 
Entering Unmasked Estep 
Score: -4775779.000000 Penalty: 3425.340332
	Iteration 42F: 3 clusters Score -4775779 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (4588 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Entering Unmasked Estep 
Score: -554879.250000 Penalty: 1370.069824
	Iteration 0F: 2 clusters Score -554879.2 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 2326 members 
Entering Unmasked Estep 
Score: -551144.875000 Penalty: 2740.139648
	Iteration 0F: 3 clusters Score -551144.9 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -552262.687500 Penalty: 2740.139648
	Iteration 1F: 3 clusters Score -552262.7 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -552473.187500 Penalty: 2740.139648
	Iteration 2F: 3 clusters Score -552473.2 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -552616.937500 Penalty: 2740.139648
	Iteration 3F: 3 clusters Score -552616.9 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -552741.562500 Penalty: 2740.139648
	Iteration 4Q: 3 clusters Score -552741.6 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -552862.250000 Penalty: 2740.139648
	Iteration 5Q: 3 clusters Score -552862.2 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -552974.250000 Penalty: 2740.139648
	Iteration 6Q: 3 clusters Score -552974.2 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -553073.687500 Penalty: 2740.139648
	Iteration 7Q: 3 clusters Score -553073.7 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -553177.812500 Penalty: 2740.139648
	Iteration 8Q: 3 clusters Score -553177.8 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -553278.437500 Penalty: 2740.139648
	Iteration 9Q: 3 clusters Score -553278.4 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -553374.625000 Penalty: 2740.139648
	Iteration 10Q: 3 clusters Score -553374.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -553443.000000 Penalty: 2740.139648
	Iteration 11Q: 3 clusters Score -553443 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -553508.250000 Penalty: 2740.139648
	Iteration 12Q: 3 clusters Score -553508.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -553569.062500 Penalty: 2740.139648
	Iteration 13Q: 3 clusters Score -553569.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -553637.062500 Penalty: 2740.139648
	Iteration 14Q: 3 clusters Score -553637.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -553704.937500 Penalty: 2740.139648
	Iteration 15Q: 3 clusters Score -553704.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -553759.062500 Penalty: 2740.139648
	Iteration 16Q: 3 clusters Score -553759.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -553793.875000 Penalty: 2740.139648
	Iteration 17Q: 3 clusters Score -553793.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -553810.875000 Penalty: 2740.139648
	Iteration 18Q: 3 clusters Score -553810.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -553817.687500 Penalty: 2740.139648
	Iteration 19Q: 3 clusters Score -553817.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -553822.250000 Penalty: 2740.139648
	Iteration 20F: 3 clusters Score -553822.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -553827.375000 Penalty: 2740.139648
	Iteration 21Q: 3 clusters Score -553827.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -553829.937500 Penalty: 2740.139648
	Iteration 22Q: 3 clusters Score -553829.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -553833.312500 Penalty: 2740.139648
	Iteration 23Q: 3 clusters Score -553833.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -553836.500000 Penalty: 2740.139648
	Iteration 24Q: 3 clusters Score -553836.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -553837.937500 Penalty: 2740.139648
	Iteration 25Q: 3 clusters Score -553837.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -553838.687500 Penalty: 2740.139648
	Iteration 26Q: 3 clusters Score -553838.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -553840.375000 Penalty: 2740.139648
	Iteration 27Q: 3 clusters Score -553840.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -553841.437500 Penalty: 2740.139648
	Iteration 28Q: 3 clusters Score -553841.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -553842.250000 Penalty: 2740.139648
	Iteration 29Q: 3 clusters Score -553842.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -553843.625000 Penalty: 2740.139648
	Iteration 30Q: 3 clusters Score -553843.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -553844.437500 Penalty: 2740.139648
	Iteration 31Q: 3 clusters Score -553844.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -553844.437500 Penalty: 2740.139648
	Iteration 32F: 3 clusters Score -553844.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (23754 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23754 members 
Entering Unmasked Estep 
Score: -3002875.750000 Penalty: 1637.269775
	Iteration 0F: 2 clusters Score -3002876 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11976 members 
Mstep: Class 2 contains 11778 members 
Entering Unmasked Estep 
Score: -2986706.250000 Penalty: 3274.539551
	Iteration 0F: 3 clusters Score -2986706 nChanged 10857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12473 members 
Mstep: Class 2 contains 11281 members 
Entering Unmasked Estep 
Score: -2992783.250000 Penalty: 3274.539551
	Iteration 1F: 3 clusters Score -2992783 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12774 members 
Mstep: Class 2 contains 10980 members 
Entering Unmasked Estep 
Score: -2993172.750000 Penalty: 3274.539551
	Iteration 2Q: 3 clusters Score -2993173 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13228 members 
Mstep: Class 2 contains 10526 members 
Entering Unmasked Estep 
Score: -2993519.000000 Penalty: 3274.539551
	Iteration 3Q: 3 clusters Score -2993519 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13859 members 
Mstep: Class 2 contains 9895 members 
Entering Unmasked Estep 
Score: -2993898.750000 Penalty: 3274.539551
	Iteration 4Q: 3 clusters Score -2993899 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14715 members 
Mstep: Class 2 contains 9039 members 
Entering Unmasked Estep 
Score: -2994396.500000 Penalty: 3274.539551
	Iteration 5Q: 3 clusters Score -2994396 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15826 members 
Mstep: Class 2 contains 7928 members 
Entering Unmasked Estep 
Score: -2995108.250000 Penalty: 3274.539551
	Iteration 6F: 3 clusters Score -2995108 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17211 members 
Mstep: Class 2 contains 6543 members 
Entering Unmasked Estep 
Score: -2996099.500000 Penalty: 3274.539551
	Iteration 7F: 3 clusters Score -2996100 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18770 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -2997401.500000 Penalty: 3274.539551
	Iteration 8F: 3 clusters Score -2997402 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20281 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -2998750.000000 Penalty: 3274.539551
	Iteration 9F: 3 clusters Score -2998750 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21459 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -2999840.750000 Penalty: 3274.539551
	Iteration 10F: 3 clusters Score -2999841 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22212 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -3000546.250000 Penalty: 3274.539551
	Iteration 11Q: 3 clusters Score -3000546 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22668 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -3000969.750000 Penalty: 3274.539551
	Iteration 12Q: 3 clusters Score -3000970 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22922 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -3001182.500000 Penalty: 3274.539551
	Iteration 13Q: 3 clusters Score -3001182 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23057 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -3001301.500000 Penalty: 3274.539551
	Iteration 14Q: 3 clusters Score -3001302 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23147 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -3001383.750000 Penalty: 3274.539551
	Iteration 15Q: 3 clusters Score -3001384 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23206 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -3001421.750000 Penalty: 3274.539551
	Iteration 16Q: 3 clusters Score -3001422 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23237 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -3001450.750000 Penalty: 3274.539551
	Iteration 17Q: 3 clusters Score -3001451 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23260 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -3001473.750000 Penalty: 3274.539551
	Iteration 18Q: 3 clusters Score -3001474 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23277 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -3001495.000000 Penalty: 3274.539551
	Iteration 19Q: 3 clusters Score -3001495 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23293 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -3001507.250000 Penalty: 3274.539551
	Iteration 20F: 3 clusters Score -3001507 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23307 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -3001520.250000 Penalty: 3274.539551
	Iteration 21Q: 3 clusters Score -3001520 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23321 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -3001533.250000 Penalty: 3274.539551
	Iteration 22Q: 3 clusters Score -3001533 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23334 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -3001549.500000 Penalty: 3274.539551
	Iteration 23Q: 3 clusters Score -3001550 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23335 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -3001555.500000 Penalty: 3274.539551
	Iteration 24Q: 3 clusters Score -3001556 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23341 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -3001559.250000 Penalty: 3274.539551
	Iteration 25Q: 3 clusters Score -3001559 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23344 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -3001565.500000 Penalty: 3274.539551
	Iteration 26Q: 3 clusters Score -3001566 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23348 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -3001572.250000 Penalty: 3274.539551
	Iteration 27Q: 3 clusters Score -3001572 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23351 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -3001582.000000 Penalty: 3274.539551
	Iteration 28Q: 3 clusters Score -3001582 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23357 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -3001580.750000 Penalty: 3274.539551
	Iteration 29Q: 3 clusters Score -3001581 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23360 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -3001587.250000 Penalty: 3274.539551
	Iteration 30Q: 3 clusters Score -3001587 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23365 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -3001588.000000 Penalty: 3274.539551
	Iteration 31Q: 3 clusters Score -3001588 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23369 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -3001590.000000 Penalty: 3274.539551
	Iteration 32Q: 3 clusters Score -3001590 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23369 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -3001593.750000 Penalty: 3274.539551
	Iteration 33Q: 3 clusters Score -3001594 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23371 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -3001597.000000 Penalty: 3274.539551
	Iteration 34Q: 3 clusters Score -3001597 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23373 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -3001597.750000 Penalty: 3274.539551
	Iteration 35Q: 3 clusters Score -3001598 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23375 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -3001601.000000 Penalty: 3274.539551
	Iteration 36Q: 3 clusters Score -3001601 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23376 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -3001601.500000 Penalty: 3274.539551
	Iteration 37Q: 3 clusters Score -3001602 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23376 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -3001601.500000 Penalty: 3274.539551
	Iteration 38F: 3 clusters Score -3001602 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (12277 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12277 members 
Entering Unmasked Estep 
Score: -1376208.125000 Penalty: 1530.015869
	Iteration 0F: 2 clusters Score -1376208 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6132 members 
Mstep: Class 2 contains 6145 members 
Entering Unmasked Estep 
Score: -1367637.375000 Penalty: 3060.031738
	Iteration 0F: 3 clusters Score -1367637 nChanged 5357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6235 members 
Mstep: Class 2 contains 6042 members 
Entering Unmasked Estep 
Score: -1370950.500000 Penalty: 3060.031738
	Iteration 1F: 3 clusters Score -1370950 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6356 members 
Mstep: Class 2 contains 5921 members 
Entering Unmasked Estep 
Score: -1371607.375000 Penalty: 3060.031738
	Iteration 2F: 3 clusters Score -1371607 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6522 members 
Mstep: Class 2 contains 5755 members 
Entering Unmasked Estep 
Score: -1372205.750000 Penalty: 3060.031738
	Iteration 3F: 3 clusters Score -1372206 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6674 members 
Mstep: Class 2 contains 5603 members 
Entering Unmasked Estep 
Score: -1372749.625000 Penalty: 3060.031738
	Iteration 4F: 3 clusters Score -1372750 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6810 members 
Mstep: Class 2 contains 5467 members 
Entering Unmasked Estep 
Score: -1373223.625000 Penalty: 3060.031738
	Iteration 5F: 3 clusters Score -1373224 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6947 members 
Mstep: Class 2 contains 5330 members 
Entering Unmasked Estep 
Score: -1373651.375000 Penalty: 3060.031738
	Iteration 6F: 3 clusters Score -1373651 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7083 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
Score: -1373959.250000 Penalty: 3060.031738
	Iteration 7Q: 3 clusters Score -1373959 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7177 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -1374162.750000 Penalty: 3060.031738
	Iteration 8Q: 3 clusters Score -1374163 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7274 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -1374293.500000 Penalty: 3060.031738
	Iteration 9Q: 3 clusters Score -1374294 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7340 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -1374400.250000 Penalty: 3060.031738
	Iteration 10Q: 3 clusters Score -1374400 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7405 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -1374480.500000 Penalty: 3060.031738
	Iteration 11Q: 3 clusters Score -1374480 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7476 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -1374559.750000 Penalty: 3060.031738
	Iteration 12Q: 3 clusters Score -1374560 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7559 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -1374628.875000 Penalty: 3060.031738
	Iteration 13Q: 3 clusters Score -1374629 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7673 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -1374685.625000 Penalty: 3060.031738
	Iteration 14Q: 3 clusters Score -1374686 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7767 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -1374736.750000 Penalty: 3060.031738
	Iteration 15Q: 3 clusters Score -1374737 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7868 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -1374789.250000 Penalty: 3060.031738
	Iteration 16Q: 3 clusters Score -1374789 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7971 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -1374829.500000 Penalty: 3060.031738
	Iteration 17Q: 3 clusters Score -1374830 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8069 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -1374868.000000 Penalty: 3060.031738
	Iteration 18Q: 3 clusters Score -1374868 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8163 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -1374902.000000 Penalty: 3060.031738
	Iteration 19Q: 3 clusters Score -1374902 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8236 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -1374926.500000 Penalty: 3060.031738
	Iteration 20F: 3 clusters Score -1374926 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8319 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -1374953.875000 Penalty: 3060.031738
	Iteration 21Q: 3 clusters Score -1374954 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8413 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -1374983.375000 Penalty: 3060.031738
	Iteration 22Q: 3 clusters Score -1374983 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8493 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -1375013.000000 Penalty: 3060.031738
	Iteration 23Q: 3 clusters Score -1375013 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8566 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -1375036.375000 Penalty: 3060.031738
	Iteration 24Q: 3 clusters Score -1375036 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8630 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -1375047.625000 Penalty: 3060.031738
	Iteration 25Q: 3 clusters Score -1375048 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8678 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -1375059.375000 Penalty: 3060.031738
	Iteration 26Q: 3 clusters Score -1375059 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8727 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -1375069.250000 Penalty: 3060.031738
	Iteration 27Q: 3 clusters Score -1375069 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8770 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -1375078.500000 Penalty: 3060.031738
	Iteration 28Q: 3 clusters Score -1375078 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8823 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -1375085.625000 Penalty: 3060.031738
	Iteration 29Q: 3 clusters Score -1375086 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8869 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -1375102.125000 Penalty: 3060.031738
	Iteration 30Q: 3 clusters Score -1375102 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8920 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -1375114.500000 Penalty: 3060.031738
	Iteration 31Q: 3 clusters Score -1375114 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8973 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -1375145.125000 Penalty: 3060.031738
	Iteration 32Q: 3 clusters Score -1375145 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9036 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -1375164.750000 Penalty: 3060.031738
	Iteration 33Q: 3 clusters Score -1375165 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9091 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -1375186.750000 Penalty: 3060.031738
	Iteration 34Q: 3 clusters Score -1375187 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9153 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -1375207.375000 Penalty: 3060.031738
	Iteration 35Q: 3 clusters Score -1375207 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9222 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -1375244.000000 Penalty: 3060.031738
	Iteration 36Q: 3 clusters Score -1375244 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9274 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -1375257.500000 Penalty: 3060.031738
	Iteration 37Q: 3 clusters Score -1375258 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9325 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -1375273.875000 Penalty: 3060.031738
	Iteration 38Q: 3 clusters Score -1375274 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9371 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -1375293.375000 Penalty: 3060.031738
	Iteration 39Q: 3 clusters Score -1375293 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9417 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -1375317.250000 Penalty: 3060.031738
	Iteration 40F: 3 clusters Score -1375317 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9480 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -1375338.750000 Penalty: 3060.031738
	Iteration 41Q: 3 clusters Score -1375339 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9536 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -1375353.500000 Penalty: 3060.031738
	Iteration 42Q: 3 clusters Score -1375354 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9589 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -1375374.875000 Penalty: 3060.031738
	Iteration 43Q: 3 clusters Score -1375375 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9649 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -1375402.125000 Penalty: 3060.031738
	Iteration 44Q: 3 clusters Score -1375402 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9722 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -1375422.125000 Penalty: 3060.031738
	Iteration 45Q: 3 clusters Score -1375422 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9790 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -1375446.125000 Penalty: 3060.031738
	Iteration 46Q: 3 clusters Score -1375446 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9853 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -1375464.125000 Penalty: 3060.031738
	Iteration 47Q: 3 clusters Score -1375464 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9931 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -1375500.500000 Penalty: 3060.031738
	Iteration 48Q: 3 clusters Score -1375500 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10003 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -1375525.000000 Penalty: 3060.031738
	Iteration 49Q: 3 clusters Score -1375525 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10074 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -1375559.375000 Penalty: 3060.031738
	Iteration 50Q: 3 clusters Score -1375559 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10153 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -1375604.375000 Penalty: 3060.031738
	Iteration 51Q: 3 clusters Score -1375604 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10235 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -1375640.500000 Penalty: 3060.031738
	Iteration 52Q: 3 clusters Score -1375640 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10298 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -1375667.500000 Penalty: 3060.031738
	Iteration 53Q: 3 clusters Score -1375668 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10347 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -1375688.500000 Penalty: 3060.031738
	Iteration 54Q: 3 clusters Score -1375688 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10388 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -1375702.250000 Penalty: 3060.031738
	Iteration 55Q: 3 clusters Score -1375702 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10427 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -1375719.000000 Penalty: 3060.031738
	Iteration 56Q: 3 clusters Score -1375719 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10465 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -1375729.250000 Penalty: 3060.031738
	Iteration 57Q: 3 clusters Score -1375729 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10492 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -1375738.875000 Penalty: 3060.031738
	Iteration 58Q: 3 clusters Score -1375739 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10516 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -1375744.000000 Penalty: 3060.031738
	Iteration 59Q: 3 clusters Score -1375744 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10530 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -1375751.250000 Penalty: 3060.031738
	Iteration 60F: 3 clusters Score -1375751 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10545 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -1375752.250000 Penalty: 3060.031738
	Iteration 61Q: 3 clusters Score -1375752 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10568 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -1375757.250000 Penalty: 3060.031738
	Iteration 62Q: 3 clusters Score -1375757 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10590 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -1375762.375000 Penalty: 3060.031738
	Iteration 63Q: 3 clusters Score -1375762 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10609 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -1375769.750000 Penalty: 3060.031738
	Iteration 64Q: 3 clusters Score -1375770 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10633 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -1375781.500000 Penalty: 3060.031738
	Iteration 65Q: 3 clusters Score -1375782 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10658 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -1375790.000000 Penalty: 3060.031738
	Iteration 66Q: 3 clusters Score -1375790 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10680 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -1375799.125000 Penalty: 3060.031738
	Iteration 67Q: 3 clusters Score -1375799 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10699 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -1375803.000000 Penalty: 3060.031738
	Iteration 68Q: 3 clusters Score -1375803 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10723 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -1375808.625000 Penalty: 3060.031738
	Iteration 69Q: 3 clusters Score -1375809 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10741 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -1375815.875000 Penalty: 3060.031738
	Iteration 70Q: 3 clusters Score -1375816 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10759 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -1375824.250000 Penalty: 3060.031738
	Iteration 71Q: 3 clusters Score -1375824 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10772 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -1375828.750000 Penalty: 3060.031738
	Iteration 72Q: 3 clusters Score -1375829 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10779 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -1375832.375000 Penalty: 3060.031738
	Iteration 73Q: 3 clusters Score -1375832 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10790 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -1375835.625000 Penalty: 3060.031738
	Iteration 74Q: 3 clusters Score -1375836 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10799 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -1375838.500000 Penalty: 3060.031738
	Iteration 75Q: 3 clusters Score -1375838 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10808 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -1375840.500000 Penalty: 3060.031738
	Iteration 76Q: 3 clusters Score -1375840 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10821 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -1375847.750000 Penalty: 3060.031738
	Iteration 77Q: 3 clusters Score -1375848 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10839 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -1375856.000000 Penalty: 3060.031738
	Iteration 78Q: 3 clusters Score -1375856 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10863 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -1375866.000000 Penalty: 3060.031738
	Iteration 79Q: 3 clusters Score -1375866 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10884 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -1375867.625000 Penalty: 3060.031738
	Iteration 80F: 3 clusters Score -1375868 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10899 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -1375871.125000 Penalty: 3060.031738
	Iteration 81Q: 3 clusters Score -1375871 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10909 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -1375876.000000 Penalty: 3060.031738
	Iteration 82Q: 3 clusters Score -1375876 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10916 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -1375879.500000 Penalty: 3060.031738
	Iteration 83Q: 3 clusters Score -1375880 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10928 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -1375881.875000 Penalty: 3060.031738
	Iteration 84Q: 3 clusters Score -1375882 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10940 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -1375887.250000 Penalty: 3060.031738
	Iteration 85Q: 3 clusters Score -1375887 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10948 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -1375894.625000 Penalty: 3060.031738
	Iteration 86Q: 3 clusters Score -1375895 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10957 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -1375896.500000 Penalty: 3060.031738
	Iteration 87Q: 3 clusters Score -1375896 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10959 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -1375901.375000 Penalty: 3060.031738
	Iteration 88Q: 3 clusters Score -1375901 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10967 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -1375903.875000 Penalty: 3060.031738
	Iteration 89Q: 3 clusters Score -1375904 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10973 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -1375906.000000 Penalty: 3060.031738
	Iteration 90Q: 3 clusters Score -1375906 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10980 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -1375909.375000 Penalty: 3060.031738
	Iteration 91Q: 3 clusters Score -1375909 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10985 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -1375912.375000 Penalty: 3060.031738
	Iteration 92Q: 3 clusters Score -1375912 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10994 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -1375915.750000 Penalty: 3060.031738
	Iteration 93Q: 3 clusters Score -1375916 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11000 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -1375916.625000 Penalty: 3060.031738
	Iteration 94Q: 3 clusters Score -1375917 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11008 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -1375923.250000 Penalty: 3060.031738
	Iteration 95Q: 3 clusters Score -1375923 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11017 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -1375923.000000 Penalty: 3060.031738
	Iteration 96Q: 3 clusters Score -1375923 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11027 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -1375926.125000 Penalty: 3060.031738
	Iteration 97Q: 3 clusters Score -1375926 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11035 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -1375936.125000 Penalty: 3060.031738
	Iteration 98Q: 3 clusters Score -1375936 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11048 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -1375942.375000 Penalty: 3060.031738
	Iteration 99Q: 3 clusters Score -1375942 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11060 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -1375945.875000 Penalty: 3060.031738
	Iteration 100F: 3 clusters Score -1375946 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11069 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -1375951.500000 Penalty: 3060.031738
	Iteration 101Q: 3 clusters Score -1375952 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11079 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -1375957.875000 Penalty: 3060.031738
	Iteration 102Q: 3 clusters Score -1375958 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11091 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -1375965.000000 Penalty: 3060.031738
	Iteration 103Q: 3 clusters Score -1375965 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11090 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -1375967.875000 Penalty: 3060.031738
	Iteration 104Q: 3 clusters Score -1375968 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11092 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -1375969.750000 Penalty: 3060.031738
	Iteration 105Q: 3 clusters Score -1375970 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11094 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -1375969.500000 Penalty: 3060.031738
	Iteration 106Q: 3 clusters Score -1375970 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11097 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -1375974.125000 Penalty: 3060.031738
	Iteration 107Q: 3 clusters Score -1375974 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11098 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -1375973.500000 Penalty: 3060.031738
	Iteration 108Q: 3 clusters Score -1375974 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11098 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -1375973.750000 Penalty: 3060.031738
	Iteration 109Q: 3 clusters Score -1375974 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11097 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -1375974.375000 Penalty: 3060.031738
	Iteration 110Q: 3 clusters Score -1375974 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11097 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -1375977.000000 Penalty: 3060.031738
	Iteration 111Q: 3 clusters Score -1375977 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11101 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -1375977.875000 Penalty: 3060.031738
	Iteration 112Q: 3 clusters Score -1375978 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11101 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -1375977.250000 Penalty: 3060.031738
	Iteration 113Q: 3 clusters Score -1375977 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11103 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -1375978.250000 Penalty: 3060.031738
	Iteration 114Q: 3 clusters Score -1375978 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11107 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -1375980.375000 Penalty: 3060.031738
	Iteration 115Q: 3 clusters Score -1375980 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11110 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -1375978.625000 Penalty: 3060.031738
	Iteration 116Q: 3 clusters Score -1375979 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11111 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -1375982.500000 Penalty: 3060.031738
	Iteration 117Q: 3 clusters Score -1375982 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11114 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -1375980.750000 Penalty: 3060.031738
	Iteration 118Q: 3 clusters Score -1375981 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11118 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -1375984.625000 Penalty: 3060.031738
	Iteration 119Q: 3 clusters Score -1375985 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11121 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -1375984.625000 Penalty: 3060.031738
	Iteration 120F: 3 clusters Score -1375985 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11120 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -1375984.875000 Penalty: 3060.031738
	Iteration 121Q: 3 clusters Score -1375985 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11118 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -1375985.500000 Penalty: 3060.031738
	Iteration 122Q: 3 clusters Score -1375986 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11118 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -1375985.875000 Penalty: 3060.031738
	Iteration 123Q: 3 clusters Score -1375986 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11118 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -1375985.875000 Penalty: 3060.031738
	Iteration 124F: 3 clusters Score -1375986 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (6117 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6117 members 
Entering Unmasked Estep 
Score: -772261.937500 Penalty: 1416.809448
	Iteration 0F: 2 clusters Score -772261.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -767601.187500 Penalty: 2833.618896
	Iteration 0F: 3 clusters Score -767601.2 nChanged 2506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -769116.250000 Penalty: 2833.618896
	Iteration 1F: 3 clusters Score -769116.2 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -769441.937500 Penalty: 2833.618896
	Iteration 2F: 3 clusters Score -769441.9 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -769829.125000 Penalty: 2833.618896
	Iteration 3F: 3 clusters Score -769829.1 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -770250.625000 Penalty: 2833.618896
	Iteration 4F: 3 clusters Score -770250.6 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -770629.375000 Penalty: 2833.618896
	Iteration 5F: 3 clusters Score -770629.4 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -770917.875000 Penalty: 2833.618896
	Iteration 6F: 3 clusters Score -770917.9 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -771196.500000 Penalty: 2833.618896
	Iteration 7Q: 3 clusters Score -771196.5 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -771445.937500 Penalty: 2833.618896
	Iteration 8Q: 3 clusters Score -771445.9 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -771689.437500 Penalty: 2833.618896
	Iteration 9Q: 3 clusters Score -771689.4 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -771940.437500 Penalty: 2833.618896
	Iteration 10Q: 3 clusters Score -771940.4 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -772184.500000 Penalty: 2833.618896
	Iteration 11Q: 3 clusters Score -772184.5 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -772289.250000 Penalty: 2833.618896
	Iteration 12Q: 3 clusters Score -772289.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -772317.125000 Penalty: 2833.618896
	Iteration 13Q: 3 clusters Score -772317.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -772334.312500 Penalty: 2833.618896
	Iteration 14Q: 3 clusters Score -772334.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -772345.062500 Penalty: 2833.618896
	Iteration 15Q: 3 clusters Score -772345.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -772351.750000 Penalty: 2833.618896
	Iteration 16Q: 3 clusters Score -772351.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -772355.687500 Penalty: 2833.618896
	Iteration 17Q: 3 clusters Score -772355.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -772356.625000 Penalty: 2833.618896
	Iteration 18Q: 3 clusters Score -772356.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -772357.750000 Penalty: 2833.618896
	Iteration 19Q: 3 clusters Score -772357.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -772357.125000 Penalty: 2833.618896
	Iteration 20F: 3 clusters Score -772357.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 8915 members 
Mstep: Class 3 contains 100546 members 
Mstep: Class 4 contains 10461 members 
Mstep: Class 5 contains 2246 members 
Mstep: Class 6 contains 30516 members 
Mstep: Class 7 contains 13360 members 
Mstep: Class 8 contains 8115 members 
Mstep: Class 9 contains 18201 members 
Mstep: Class 10 contains 9571 members 
Mstep: Class 11 contains 7503 members 
Mstep: Class 12 contains 3231 members 
Mstep: Class 13 contains 17946 members 
Mstep: Class 14 contains 38195 members 
Mstep: Class 15 contains 39868 members 
Mstep: Class 16 contains 3759 members 
Mstep: Class 17 contains 5780 members 
Mstep: Class 18 contains 47481 members 
Mstep: Class 19 contains 3437 members 
Mstep: Class 20 contains 3162 members 
Mstep: Class 21 contains 1108 members 
Mstep: Class 22 contains 3319 members 
Mstep: Class 23 contains 44128 members 
Mstep: Class 24 contains 13014 members 
Mstep: Class 25 contains 12667 members 
Mstep: Class 26 contains 2901 members 
Mstep: Class 27 contains 10218 members 
Mstep: Class 28 contains 2334 members 
Mstep: Class 29 contains 25621 members 
Mstep: Class 30 contains 37779 members 
Mstep: Class 31 contains 4588 members 
Mstep: Class 32 contains 23754 members 
Mstep: Class 33 contains 12277 members 
Mstep: Class 34 contains 3916 members 
Mstep: Class 35 contains 4609 members 
Mstep: Class 36 contains 2380 members 
Mstep: Class 37 contains 17790 members 
Mstep: Class 38 contains 8795 members 
Mstep: Class 39 contains 4970 members 
Mstep: Class 40 contains 14621 members 
Mstep: Class 41 contains 10863 members 
Mstep: Class 42 contains 13302 members 
Mstep: Class 43 contains 144506 members 
Mstep: Class 44 contains 23153 members 
Mstep: Class 45 contains 3017 members 
Mstep: Class 46 contains 2201 members 
Entering Unmasked Estep 
Score: -100313184.000000 Penalty: 101793.265625
Splitting cluster 34 changes total score from -100313752.000000 to -100313184.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 35 (4609 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Entering Unmasked Estep 
Score: -599411.937500 Penalty: 1370.812012
	Iteration 0F: 2 clusters Score -599411.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -595640.500000 Penalty: 2741.624023
	Iteration 0F: 3 clusters Score -595640.5 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -596664.437500 Penalty: 2741.624023
	Iteration 1F: 3 clusters Score -596664.4 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -596855.625000 Penalty: 2741.624023
	Iteration 2F: 3 clusters Score -596855.6 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -597010.312500 Penalty: 2741.624023
	Iteration 3F: 3 clusters Score -597010.3 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -597127.687500 Penalty: 2741.624023
	Iteration 4Q: 3 clusters Score -597127.7 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -597214.500000 Penalty: 2741.624023
	Iteration 5Q: 3 clusters Score -597214.5 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -597286.937500 Penalty: 2741.624023
	Iteration 6Q: 3 clusters Score -597286.9 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -597370.812500 Penalty: 2741.624023
	Iteration 7Q: 3 clusters Score -597370.8 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -597455.625000 Penalty: 2741.624023
	Iteration 8Q: 3 clusters Score -597455.6 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -597534.937500 Penalty: 2741.624023
	Iteration 9Q: 3 clusters Score -597534.9 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -597625.062500 Penalty: 2741.624023
	Iteration 10Q: 3 clusters Score -597625.1 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -597725.937500 Penalty: 2741.624023
	Iteration 11Q: 3 clusters Score -597725.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -597812.250000 Penalty: 2741.624023
	Iteration 12Q: 3 clusters Score -597812.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -597886.625000 Penalty: 2741.624023
	Iteration 13Q: 3 clusters Score -597886.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -597958.437500 Penalty: 2741.624023
	Iteration 14Q: 3 clusters Score -597958.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -598018.687500 Penalty: 2741.624023
	Iteration 15Q: 3 clusters Score -598018.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -598056.062500 Penalty: 2741.624023
	Iteration 16Q: 3 clusters Score -598056.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -598080.937500 Penalty: 2741.624023
	Iteration 17Q: 3 clusters Score -598080.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -598095.625000 Penalty: 2741.624023
	Iteration 18Q: 3 clusters Score -598095.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -598114.250000 Penalty: 2741.624023
	Iteration 19Q: 3 clusters Score -598114.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -598130.625000 Penalty: 2741.624023
	Iteration 20F: 3 clusters Score -598130.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -598144.750000 Penalty: 2741.624023
	Iteration 21Q: 3 clusters Score -598144.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -598158.000000 Penalty: 2741.624023
	Iteration 22Q: 3 clusters Score -598158 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -598176.562500 Penalty: 2741.624023
	Iteration 23Q: 3 clusters Score -598176.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -598191.500000 Penalty: 2741.624023
	Iteration 24Q: 3 clusters Score -598191.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -598203.937500 Penalty: 2741.624023
	Iteration 25Q: 3 clusters Score -598203.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -598220.437500 Penalty: 2741.624023
	Iteration 26Q: 3 clusters Score -598220.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -598237.812500 Penalty: 2741.624023
	Iteration 27Q: 3 clusters Score -598237.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -598246.312500 Penalty: 2741.624023
	Iteration 28Q: 3 clusters Score -598246.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -598249.812500 Penalty: 2741.624023
	Iteration 29Q: 3 clusters Score -598249.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -598250.062500 Penalty: 2741.624023
	Iteration 30Q: 3 clusters Score -598250.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -598250.062500 Penalty: 2741.624023
	Iteration 31F: 3 clusters Score -598250.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (2380 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Entering Unmasked Estep 
Score: -274364.687500 Penalty: 1263.414062
	Iteration 0F: 2 clusters Score -274364.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -272054.781250 Penalty: 2526.828125
	Iteration 0F: 3 clusters Score -272054.8 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -272779.781250 Penalty: 2526.828125
	Iteration 1F: 3 clusters Score -272779.8 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -273304.593750 Penalty: 2526.828125
	Iteration 2F: 3 clusters Score -273304.6 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -273826.968750 Penalty: 2526.828125
	Iteration 3F: 3 clusters Score -273827 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -274256.343750 Penalty: 2526.828125
	Iteration 4F: 3 clusters Score -274256.3 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -274547.031250 Penalty: 2526.828125
	Iteration 5F: 3 clusters Score -274547 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -274746.156250 Penalty: 2526.828125
	Iteration 6F: 3 clusters Score -274746.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -274833.718750 Penalty: 2526.828125
	Iteration 7Q: 3 clusters Score -274833.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -274890.812500 Penalty: 2526.828125
	Iteration 8Q: 3 clusters Score -274890.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -274920.031250 Penalty: 2526.828125
	Iteration 9Q: 3 clusters Score -274920 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -274930.625000 Penalty: 2526.828125
	Iteration 10Q: 3 clusters Score -274930.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -274937.093750 Penalty: 2526.828125
	Iteration 11Q: 3 clusters Score -274937.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -274942.343750 Penalty: 2526.828125
	Iteration 12Q: 3 clusters Score -274942.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -274947.875000 Penalty: 2526.828125
	Iteration 13Q: 3 clusters Score -274947.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -274953.687500 Penalty: 2526.828125
	Iteration 14Q: 3 clusters Score -274953.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -274956.750000 Penalty: 2526.828125
	Iteration 15Q: 3 clusters Score -274956.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -274957.281250 Penalty: 2526.828125
	Iteration 16Q: 3 clusters Score -274957.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -274957.937500 Penalty: 2526.828125
	Iteration 17Q: 3 clusters Score -274957.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -274957.937500 Penalty: 2526.828125
	Iteration 18F: 3 clusters Score -274957.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 8915 members 
Mstep: Class 3 contains 100546 members 
Mstep: Class 4 contains 10461 members 
Mstep: Class 5 contains 2246 members 
Mstep: Class 6 contains 30516 members 
Mstep: Class 7 contains 13360 members 
Mstep: Class 8 contains 8115 members 
Mstep: Class 9 contains 18201 members 
Mstep: Class 10 contains 9571 members 
Mstep: Class 11 contains 7503 members 
Mstep: Class 12 contains 3231 members 
Mstep: Class 13 contains 17946 members 
Mstep: Class 14 contains 38195 members 
Mstep: Class 15 contains 39868 members 
Mstep: Class 16 contains 3759 members 
Mstep: Class 17 contains 5780 members 
Mstep: Class 18 contains 47481 members 
Mstep: Class 19 contains 3437 members 
Mstep: Class 20 contains 3162 members 
Mstep: Class 21 contains 1108 members 
Mstep: Class 22 contains 3319 members 
Mstep: Class 23 contains 44128 members 
Mstep: Class 24 contains 13014 members 
Mstep: Class 25 contains 12667 members 
Mstep: Class 26 contains 2901 members 
Mstep: Class 27 contains 10218 members 
Mstep: Class 28 contains 2334 members 
Mstep: Class 29 contains 25621 members 
Mstep: Class 30 contains 37779 members 
Mstep: Class 31 contains 4588 members 
Mstep: Class 32 contains 23754 members 
Mstep: Class 33 contains 12277 members 
Mstep: Class 34 contains 6117 members 
Mstep: Class 35 contains 4609 members 
Mstep: Class 36 contains 1344 members 
Mstep: Class 37 contains 17790 members 
Mstep: Class 38 contains 8795 members 
Mstep: Class 39 contains 4970 members 
Mstep: Class 40 contains 14621 members 
Mstep: Class 41 contains 10863 members 
Mstep: Class 42 contains 13302 members 
Mstep: Class 43 contains 144506 members 
Mstep: Class 44 contains 23153 members 
Mstep: Class 45 contains 3017 members 
Mstep: Class 46 contains 1036 members 
Entering Unmasked Estep 
Score: -100313560.000000 Penalty: 101793.265625
Splitting cluster 36 changes total score from -100313752.000000 to -100313560.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 37 (17790 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17790 members 
Entering Unmasked Estep 
Score: -2260641.250000 Penalty: 1590.288696
	Iteration 0F: 2 clusters Score -2260641 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8892 members 
Mstep: Class 2 contains 8898 members 
Entering Unmasked Estep 
Score: -2248419.750000 Penalty: 3180.577393
	Iteration 0F: 3 clusters Score -2248420 nChanged 8029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8597 members 
Mstep: Class 2 contains 9193 members 
Entering Unmasked Estep 
Score: -2253078.500000 Penalty: 3180.577393
	Iteration 1F: 3 clusters Score -2253078 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8400 members 
Mstep: Class 2 contains 9390 members 
Entering Unmasked Estep 
Score: -2253641.250000 Penalty: 3180.577393
	Iteration 2F: 3 clusters Score -2253641 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8095 members 
Mstep: Class 2 contains 9695 members 
Entering Unmasked Estep 
Score: -2254155.500000 Penalty: 3180.577393
	Iteration 3F: 3 clusters Score -2254156 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7737 members 
Mstep: Class 2 contains 10053 members 
Entering Unmasked Estep 
Score: -2254624.000000 Penalty: 3180.577393
	Iteration 4F: 3 clusters Score -2254624 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7343 members 
Mstep: Class 2 contains 10447 members 
Entering Unmasked Estep 
Score: -2255066.250000 Penalty: 3180.577393
	Iteration 5Q: 3 clusters Score -2255066 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6975 members 
Mstep: Class 2 contains 10815 members 
Entering Unmasked Estep 
Score: -2255425.750000 Penalty: 3180.577393
	Iteration 6Q: 3 clusters Score -2255426 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6600 members 
Mstep: Class 2 contains 11190 members 
Entering Unmasked Estep 
Score: -2255759.250000 Penalty: 3180.577393
	Iteration 7Q: 3 clusters Score -2255759 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6239 members 
Mstep: Class 2 contains 11551 members 
Entering Unmasked Estep 
Score: -2256098.500000 Penalty: 3180.577393
	Iteration 8Q: 3 clusters Score -2256098 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5874 members 
Mstep: Class 2 contains 11916 members 
Entering Unmasked Estep 
Score: -2256467.000000 Penalty: 3180.577393
	Iteration 9Q: 3 clusters Score -2256467 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 12258 members 
Entering Unmasked Estep 
Score: -2256852.500000 Penalty: 3180.577393
	Iteration 10Q: 3 clusters Score -2256852 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 12545 members 
Entering Unmasked Estep 
Score: -2257229.000000 Penalty: 3180.577393
	Iteration 11Q: 3 clusters Score -2257229 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 12809 members 
Entering Unmasked Estep 
Score: -2257552.500000 Penalty: 3180.577393
	Iteration 12Q: 3 clusters Score -2257552 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 13033 members 
Entering Unmasked Estep 
Score: -2257785.500000 Penalty: 3180.577393
	Iteration 13Q: 3 clusters Score -2257786 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 13224 members 
Entering Unmasked Estep 
Score: -2257927.250000 Penalty: 3180.577393
	Iteration 14Q: 3 clusters Score -2257927 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 13371 members 
Entering Unmasked Estep 
Score: -2258026.000000 Penalty: 3180.577393
	Iteration 15Q: 3 clusters Score -2258026 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 13494 members 
Entering Unmasked Estep 
Score: -2258107.500000 Penalty: 3180.577393
	Iteration 16Q: 3 clusters Score -2258108 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 13575 members 
Entering Unmasked Estep 
Score: -2258183.500000 Penalty: 3180.577393
	Iteration 17Q: 3 clusters Score -2258184 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 13647 members 
Entering Unmasked Estep 
Score: -2258260.250000 Penalty: 3180.577393
	Iteration 18Q: 3 clusters Score -2258260 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 13717 members 
Entering Unmasked Estep 
Score: -2258344.750000 Penalty: 3180.577393
	Iteration 19Q: 3 clusters Score -2258345 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 13776 members 
Entering Unmasked Estep 
Score: -2258422.750000 Penalty: 3180.577393
	Iteration 20F: 3 clusters Score -2258423 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 13841 members 
Entering Unmasked Estep 
Score: -2258530.500000 Penalty: 3180.577393
	Iteration 21Q: 3 clusters Score -2258530 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 13915 members 
Entering Unmasked Estep 
Score: -2258658.250000 Penalty: 3180.577393
	Iteration 22Q: 3 clusters Score -2258658 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 13982 members 
Entering Unmasked Estep 
Score: -2258788.250000 Penalty: 3180.577393
	Iteration 23Q: 3 clusters Score -2258788 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 14036 members 
Entering Unmasked Estep 
Score: -2258922.250000 Penalty: 3180.577393
	Iteration 24Q: 3 clusters Score -2258922 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 14074 members 
Entering Unmasked Estep 
Score: -2259102.750000 Penalty: 3180.577393
	Iteration 25Q: 3 clusters Score -2259103 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 14116 members 
Entering Unmasked Estep 
Score: -2259311.500000 Penalty: 3180.577393
	Iteration 26Q: 3 clusters Score -2259312 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 14128 members 
Entering Unmasked Estep 
Score: -2259523.500000 Penalty: 3180.577393
	Iteration 27Q: 3 clusters Score -2259524 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 14138 members 
Entering Unmasked Estep 
Score: -2259685.500000 Penalty: 3180.577393
	Iteration 28Q: 3 clusters Score -2259686 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 14151 members 
Entering Unmasked Estep 
Score: -2259799.500000 Penalty: 3180.577393
	Iteration 29Q: 3 clusters Score -2259800 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 14170 members 
Entering Unmasked Estep 
Score: -2259881.250000 Penalty: 3180.577393
	Iteration 30Q: 3 clusters Score -2259881 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 14194 members 
Entering Unmasked Estep 
Score: -2259935.000000 Penalty: 3180.577393
	Iteration 31Q: 3 clusters Score -2259935 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 14231 members 
Entering Unmasked Estep 
Score: -2259970.500000 Penalty: 3180.577393
	Iteration 32Q: 3 clusters Score -2259970 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 14254 members 
Entering Unmasked Estep 
Score: -2259988.500000 Penalty: 3180.577393
	Iteration 33Q: 3 clusters Score -2259988 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 14279 members 
Entering Unmasked Estep 
Score: -2259995.000000 Penalty: 3180.577393
	Iteration 34Q: 3 clusters Score -2259995 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 14305 members 
Entering Unmasked Estep 
Score: -2260006.000000 Penalty: 3180.577393
	Iteration 35Q: 3 clusters Score -2260006 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 14321 members 
Entering Unmasked Estep 
Score: -2260011.500000 Penalty: 3180.577393
	Iteration 36Q: 3 clusters Score -2260012 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 14335 members 
Entering Unmasked Estep 
Score: -2260013.750000 Penalty: 3180.577393
	Iteration 37Q: 3 clusters Score -2260014 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 14343 members 
Entering Unmasked Estep 
Score: -2260012.750000 Penalty: 3180.577393
	Iteration 38Q: 3 clusters Score -2260013 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 14354 members 
Entering Unmasked Estep 
Score: -2260012.000000 Penalty: 3180.577393
	Iteration 39Q: 3 clusters Score -2260012 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 14360 members 
Entering Unmasked Estep 
Score: -2260016.750000 Penalty: 3180.577393
	Iteration 40F: 3 clusters Score -2260017 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 14362 members 
Entering Unmasked Estep 
Score: -2260021.000000 Penalty: 3180.577393
	Iteration 41Q: 3 clusters Score -2260021 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 14362 members 
Entering Unmasked Estep 
Score: -2260026.250000 Penalty: 3180.577393
	Iteration 42Q: 3 clusters Score -2260026 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 14357 members 
Entering Unmasked Estep 
Score: -2260023.750000 Penalty: 3180.577393
	Iteration 43Q: 3 clusters Score -2260024 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 14360 members 
Entering Unmasked Estep 
Score: -2260023.750000 Penalty: 3180.577393
	Iteration 44Q: 3 clusters Score -2260024 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 14360 members 
Entering Unmasked Estep 
Score: -2260021.500000 Penalty: 3180.577393
	Iteration 45Q: 3 clusters Score -2260022 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 14359 members 
Entering Unmasked Estep 
Score: -2260021.250000 Penalty: 3180.577393
	Iteration 46Q: 3 clusters Score -2260021 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 14357 members 
Entering Unmasked Estep 
Score: -2260024.750000 Penalty: 3180.577393
	Iteration 47Q: 3 clusters Score -2260025 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 14359 members 
Entering Unmasked Estep 
Score: -2260025.750000 Penalty: 3180.577393
	Iteration 48Q: 3 clusters Score -2260026 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 14356 members 
Entering Unmasked Estep 
Score: -2260021.250000 Penalty: 3180.577393
	Iteration 49Q: 3 clusters Score -2260021 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 14352 members 
Entering Unmasked Estep 
Score: -2260027.250000 Penalty: 3180.577393
	Iteration 50Q: 3 clusters Score -2260027 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 14345 members 
Entering Unmasked Estep 
Score: -2260030.750000 Penalty: 3180.577393
	Iteration 51Q: 3 clusters Score -2260031 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 14343 members 
Entering Unmasked Estep 
Score: -2260026.250000 Penalty: 3180.577393
	Iteration 52Q: 3 clusters Score -2260026 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 14343 members 
Entering Unmasked Estep 
Score: -2260026.250000 Penalty: 3180.577393
	Iteration 53F: 3 clusters Score -2260026 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (8795 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8795 members 
Entering Unmasked Estep 
Score: -1119902.750000 Penalty: 1475.815063
	Iteration 0F: 2 clusters Score -1119903 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -1113479.875000 Penalty: 2951.630127
	Iteration 0F: 3 clusters Score -1113480 nChanged 3809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -1115628.250000 Penalty: 2951.630127
	Iteration 1F: 3 clusters Score -1115628 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -1116107.625000 Penalty: 2951.630127
	Iteration 2F: 3 clusters Score -1116108 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -1116581.625000 Penalty: 2951.630127
	Iteration 3F: 3 clusters Score -1116582 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -1117065.250000 Penalty: 2951.630127
	Iteration 4F: 3 clusters Score -1117065 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -1117512.250000 Penalty: 2951.630127
	Iteration 5F: 3 clusters Score -1117512 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -1117849.625000 Penalty: 2951.630127
	Iteration 6F: 3 clusters Score -1117850 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -1118059.500000 Penalty: 2951.630127
	Iteration 7Q: 3 clusters Score -1118060 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
Score: -1118203.625000 Penalty: 2951.630127
	Iteration 8Q: 3 clusters Score -1118204 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -1118296.000000 Penalty: 2951.630127
	Iteration 9Q: 3 clusters Score -1118296 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 5068 members 
Entering Unmasked Estep 
Score: -1118355.500000 Penalty: 2951.630127
	Iteration 10Q: 3 clusters Score -1118356 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -1118399.500000 Penalty: 2951.630127
	Iteration 11Q: 3 clusters Score -1118400 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 5190 members 
Entering Unmasked Estep 
Score: -1118435.500000 Penalty: 2951.630127
	Iteration 12Q: 3 clusters Score -1118436 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -1118469.250000 Penalty: 2951.630127
	Iteration 13Q: 3 clusters Score -1118469 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -1118500.250000 Penalty: 2951.630127
	Iteration 14Q: 3 clusters Score -1118500 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 5347 members 
Entering Unmasked Estep 
Score: -1118529.375000 Penalty: 2951.630127
	Iteration 15Q: 3 clusters Score -1118529 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 5393 members 
Entering Unmasked Estep 
Score: -1118546.625000 Penalty: 2951.630127
	Iteration 16Q: 3 clusters Score -1118547 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 5436 members 
Entering Unmasked Estep 
Score: -1118565.375000 Penalty: 2951.630127
	Iteration 17Q: 3 clusters Score -1118565 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 5467 members 
Entering Unmasked Estep 
Score: -1118575.750000 Penalty: 2951.630127
	Iteration 18Q: 3 clusters Score -1118576 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 5510 members 
Entering Unmasked Estep 
Score: -1118589.500000 Penalty: 2951.630127
	Iteration 19Q: 3 clusters Score -1118590 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 5556 members 
Entering Unmasked Estep 
Score: -1118602.500000 Penalty: 2951.630127
	Iteration 20F: 3 clusters Score -1118602 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 5590 members 
Entering Unmasked Estep 
Score: -1118615.500000 Penalty: 2951.630127
	Iteration 21Q: 3 clusters Score -1118616 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 5636 members 
Entering Unmasked Estep 
Score: -1118624.625000 Penalty: 2951.630127
	Iteration 22Q: 3 clusters Score -1118625 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 5677 members 
Entering Unmasked Estep 
Score: -1118637.375000 Penalty: 2951.630127
	Iteration 23Q: 3 clusters Score -1118637 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 5719 members 
Entering Unmasked Estep 
Score: -1118646.875000 Penalty: 2951.630127
	Iteration 24Q: 3 clusters Score -1118647 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 5749 members 
Entering Unmasked Estep 
Score: -1118661.750000 Penalty: 2951.630127
	Iteration 25Q: 3 clusters Score -1118662 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 5787 members 
Entering Unmasked Estep 
Score: -1118672.125000 Penalty: 2951.630127
	Iteration 26Q: 3 clusters Score -1118672 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 5829 members 
Entering Unmasked Estep 
Score: -1118685.250000 Penalty: 2951.630127
	Iteration 27Q: 3 clusters Score -1118685 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 5875 members 
Entering Unmasked Estep 
Score: -1118700.250000 Penalty: 2951.630127
	Iteration 28Q: 3 clusters Score -1118700 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 5920 members 
Entering Unmasked Estep 
Score: -1118714.125000 Penalty: 2951.630127
	Iteration 29Q: 3 clusters Score -1118714 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 5968 members 
Entering Unmasked Estep 
Score: -1118731.000000 Penalty: 2951.630127
	Iteration 30Q: 3 clusters Score -1118731 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 6015 members 
Entering Unmasked Estep 
Score: -1118746.375000 Penalty: 2951.630127
	Iteration 31Q: 3 clusters Score -1118746 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 6063 members 
Entering Unmasked Estep 
Score: -1118764.875000 Penalty: 2951.630127
	Iteration 32Q: 3 clusters Score -1118765 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 6110 members 
Entering Unmasked Estep 
Score: -1118781.875000 Penalty: 2951.630127
	Iteration 33Q: 3 clusters Score -1118782 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 6160 members 
Entering Unmasked Estep 
Score: -1118796.875000 Penalty: 2951.630127
	Iteration 34Q: 3 clusters Score -1118797 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 6205 members 
Entering Unmasked Estep 
Score: -1118808.875000 Penalty: 2951.630127
	Iteration 35Q: 3 clusters Score -1118809 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 6240 members 
Entering Unmasked Estep 
Score: -1118818.250000 Penalty: 2951.630127
	Iteration 36Q: 3 clusters Score -1118818 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 6271 members 
Entering Unmasked Estep 
Score: -1118828.875000 Penalty: 2951.630127
	Iteration 37Q: 3 clusters Score -1118829 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 6306 members 
Entering Unmasked Estep 
Score: -1118843.875000 Penalty: 2951.630127
	Iteration 38Q: 3 clusters Score -1118844 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 6350 members 
Entering Unmasked Estep 
Score: -1118856.000000 Penalty: 2951.630127
	Iteration 39Q: 3 clusters Score -1118856 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 6392 members 
Entering Unmasked Estep 
Score: -1118870.000000 Penalty: 2951.630127
	Iteration 40F: 3 clusters Score -1118870 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 6432 members 
Entering Unmasked Estep 
Score: -1118880.125000 Penalty: 2951.630127
	Iteration 41Q: 3 clusters Score -1118880 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 6468 members 
Entering Unmasked Estep 
Score: -1118884.875000 Penalty: 2951.630127
	Iteration 42Q: 3 clusters Score -1118885 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 6504 members 
Entering Unmasked Estep 
Score: -1118896.625000 Penalty: 2951.630127
	Iteration 43Q: 3 clusters Score -1118897 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 6537 members 
Entering Unmasked Estep 
Score: -1118905.625000 Penalty: 2951.630127
	Iteration 44Q: 3 clusters Score -1118906 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 6562 members 
Entering Unmasked Estep 
Score: -1118911.250000 Penalty: 2951.630127
	Iteration 45Q: 3 clusters Score -1118911 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 6583 members 
Entering Unmasked Estep 
Score: -1118916.875000 Penalty: 2951.630127
	Iteration 46Q: 3 clusters Score -1118917 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 6607 members 
Entering Unmasked Estep 
Score: -1118920.875000 Penalty: 2951.630127
	Iteration 47Q: 3 clusters Score -1118921 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 6638 members 
Entering Unmasked Estep 
Score: -1118932.250000 Penalty: 2951.630127
	Iteration 48Q: 3 clusters Score -1118932 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 6671 members 
Entering Unmasked Estep 
Score: -1118938.875000 Penalty: 2951.630127
	Iteration 49Q: 3 clusters Score -1118939 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 6705 members 
Entering Unmasked Estep 
Score: -1118950.250000 Penalty: 2951.630127
	Iteration 50Q: 3 clusters Score -1118950 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 6740 members 
Entering Unmasked Estep 
Score: -1118960.125000 Penalty: 2951.630127
	Iteration 51Q: 3 clusters Score -1118960 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 6774 members 
Entering Unmasked Estep 
Score: -1118973.500000 Penalty: 2951.630127
	Iteration 52Q: 3 clusters Score -1118974 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 6799 members 
Entering Unmasked Estep 
Score: -1118977.250000 Penalty: 2951.630127
	Iteration 53Q: 3 clusters Score -1118977 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 6815 members 
Entering Unmasked Estep 
Score: -1118979.000000 Penalty: 2951.630127
	Iteration 54Q: 3 clusters Score -1118979 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 6831 members 
Entering Unmasked Estep 
Score: -1118982.125000 Penalty: 2951.630127
	Iteration 55Q: 3 clusters Score -1118982 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 6843 members 
Entering Unmasked Estep 
Score: -1118986.125000 Penalty: 2951.630127
	Iteration 56Q: 3 clusters Score -1118986 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 6854 members 
Entering Unmasked Estep 
Score: -1118990.125000 Penalty: 2951.630127
	Iteration 57Q: 3 clusters Score -1118990 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 6864 members 
Entering Unmasked Estep 
Score: -1118990.500000 Penalty: 2951.630127
	Iteration 58Q: 3 clusters Score -1118990 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 6869 members 
Entering Unmasked Estep 
Score: -1118991.625000 Penalty: 2951.630127
	Iteration 59Q: 3 clusters Score -1118992 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 6875 members 
Entering Unmasked Estep 
Score: -1118991.000000 Penalty: 2951.630127
	Iteration 60F: 3 clusters Score -1118991 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 6880 members 
Entering Unmasked Estep 
Score: -1118990.875000 Penalty: 2951.630127
	Iteration 61Q: 3 clusters Score -1118991 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 6887 members 
Entering Unmasked Estep 
Score: -1118993.875000 Penalty: 2951.630127
	Iteration 62Q: 3 clusters Score -1118994 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 6894 members 
Entering Unmasked Estep 
Score: -1118995.500000 Penalty: 2951.630127
	Iteration 63Q: 3 clusters Score -1118996 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 6905 members 
Entering Unmasked Estep 
Score: -1118998.875000 Penalty: 2951.630127
	Iteration 64Q: 3 clusters Score -1118999 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 6922 members 
Entering Unmasked Estep 
Score: -1119004.125000 Penalty: 2951.630127
	Iteration 65Q: 3 clusters Score -1119004 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 6935 members 
Entering Unmasked Estep 
Score: -1119010.375000 Penalty: 2951.630127
	Iteration 66Q: 3 clusters Score -1119010 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 6947 members 
Entering Unmasked Estep 
Score: -1119011.250000 Penalty: 2951.630127
	Iteration 67Q: 3 clusters Score -1119011 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 6958 members 
Entering Unmasked Estep 
Score: -1119012.000000 Penalty: 2951.630127
	Iteration 68Q: 3 clusters Score -1119012 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 6968 members 
Entering Unmasked Estep 
Score: -1119014.875000 Penalty: 2951.630127
	Iteration 69Q: 3 clusters Score -1119015 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 6976 members 
Entering Unmasked Estep 
Score: -1119018.625000 Penalty: 2951.630127
	Iteration 70Q: 3 clusters Score -1119019 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 6981 members 
Entering Unmasked Estep 
Score: -1119022.250000 Penalty: 2951.630127
	Iteration 71Q: 3 clusters Score -1119022 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 6984 members 
Entering Unmasked Estep 
Score: -1119020.750000 Penalty: 2951.630127
	Iteration 72Q: 3 clusters Score -1119021 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 6989 members 
Entering Unmasked Estep 
Score: -1119021.375000 Penalty: 2951.630127
	Iteration 73Q: 3 clusters Score -1119021 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 6994 members 
Entering Unmasked Estep 
Score: -1119021.625000 Penalty: 2951.630127
	Iteration 74Q: 3 clusters Score -1119022 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 7000 members 
Entering Unmasked Estep 
Score: -1119024.000000 Penalty: 2951.630127
	Iteration 75Q: 3 clusters Score -1119024 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 7002 members 
Entering Unmasked Estep 
Score: -1119025.125000 Penalty: 2951.630127
	Iteration 76Q: 3 clusters Score -1119025 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 7004 members 
Entering Unmasked Estep 
Score: -1119024.750000 Penalty: 2951.630127
	Iteration 77Q: 3 clusters Score -1119025 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 7009 members 
Entering Unmasked Estep 
Score: -1119025.625000 Penalty: 2951.630127
	Iteration 78Q: 3 clusters Score -1119026 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 7014 members 
Entering Unmasked Estep 
Score: -1119026.500000 Penalty: 2951.630127
	Iteration 79Q: 3 clusters Score -1119026 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 7019 members 
Entering Unmasked Estep 
Score: -1119027.000000 Penalty: 2951.630127
	Iteration 80F: 3 clusters Score -1119027 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 7026 members 
Entering Unmasked Estep 
Score: -1119031.625000 Penalty: 2951.630127
	Iteration 81Q: 3 clusters Score -1119032 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 7028 members 
Entering Unmasked Estep 
Score: -1119029.750000 Penalty: 2951.630127
	Iteration 82Q: 3 clusters Score -1119030 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 7029 members 
Entering Unmasked Estep 
Score: -1119030.625000 Penalty: 2951.630127
	Iteration 83Q: 3 clusters Score -1119031 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 7029 members 
Entering Unmasked Estep 
Score: -1119030.625000 Penalty: 2951.630127
	Iteration 84F: 3 clusters Score -1119031 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (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: -620301.687500 Penalty: 1383.065918
	Iteration 0F: 2 clusters Score -620301.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -616301.312500 Penalty: 2766.131836
	Iteration 0F: 3 clusters Score -616301.3 nChanged 2009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -617474.812500 Penalty: 2766.131836
	Iteration 1F: 3 clusters Score -617474.8 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -617716.187500 Penalty: 2766.131836
	Iteration 2F: 3 clusters Score -617716.2 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -617952.687500 Penalty: 2766.131836
	Iteration 3F: 3 clusters Score -617952.7 nChanged 313
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: -618178.062500 Penalty: 2766.131836
	Iteration 4F: 3 clusters Score -618178.1 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -618335.250000 Penalty: 2766.131836
	Iteration 5F: 3 clusters Score -618335.2 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -618460.250000 Penalty: 2766.131836
	Iteration 6Q: 3 clusters Score -618460.2 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -618557.750000 Penalty: 2766.131836
	Iteration 7Q: 3 clusters Score -618557.8 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -618634.312500 Penalty: 2766.131836
	Iteration 8Q: 3 clusters Score -618634.3 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -618690.687500 Penalty: 2766.131836
	Iteration 9Q: 3 clusters Score -618690.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -618725.187500 Penalty: 2766.131836
	Iteration 10Q: 3 clusters Score -618725.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -618751.500000 Penalty: 2766.131836
	Iteration 11Q: 3 clusters Score -618751.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -618767.312500 Penalty: 2766.131836
	Iteration 12Q: 3 clusters Score -618767.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -618782.437500 Penalty: 2766.131836
	Iteration 13Q: 3 clusters Score -618782.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -618793.000000 Penalty: 2766.131836
	Iteration 14Q: 3 clusters Score -618793 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -618802.687500 Penalty: 2766.131836
	Iteration 15Q: 3 clusters Score -618802.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -618812.812500 Penalty: 2766.131836
	Iteration 16Q: 3 clusters Score -618812.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -618821.625000 Penalty: 2766.131836
	Iteration 17Q: 3 clusters Score -618821.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -618826.812500 Penalty: 2766.131836
	Iteration 18Q: 3 clusters Score -618826.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -618831.562500 Penalty: 2766.131836
	Iteration 19Q: 3 clusters Score -618831.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -618833.562500 Penalty: 2766.131836
	Iteration 20F: 3 clusters Score -618833.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -618835.250000 Penalty: 2766.131836
	Iteration 21Q: 3 clusters Score -618835.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -618836.812500 Penalty: 2766.131836
	Iteration 22Q: 3 clusters Score -618836.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -618837.875000 Penalty: 2766.131836
	Iteration 23Q: 3 clusters Score -618837.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -618839.062500 Penalty: 2766.131836
	Iteration 24Q: 3 clusters Score -618839.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -618840.062500 Penalty: 2766.131836
	Iteration 25Q: 3 clusters Score -618840.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -618841.375000 Penalty: 2766.131836
	Iteration 26Q: 3 clusters Score -618841.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -618843.437500 Penalty: 2766.131836
	Iteration 27Q: 3 clusters Score -618843.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -618844.437500 Penalty: 2766.131836
	Iteration 28Q: 3 clusters Score -618844.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -618845.937500 Penalty: 2766.131836
	Iteration 29Q: 3 clusters Score -618845.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -618848.250000 Penalty: 2766.131836
	Iteration 30Q: 3 clusters Score -618848.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -618849.125000 Penalty: 2766.131836
	Iteration 31Q: 3 clusters Score -618849.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -618849.875000 Penalty: 2766.131836
	Iteration 32Q: 3 clusters Score -618849.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -618850.562500 Penalty: 2766.131836
	Iteration 33Q: 3 clusters Score -618850.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -618850.625000 Penalty: 2766.131836
	Iteration 34Q: 3 clusters Score -618850.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -618851.500000 Penalty: 2766.131836
	Iteration 35Q: 3 clusters Score -618851.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -618852.625000 Penalty: 2766.131836
	Iteration 36Q: 3 clusters Score -618852.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -618851.625000 Penalty: 2766.131836
	Iteration 37Q: 3 clusters Score -618851.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -618851.812500 Penalty: 2766.131836
	Iteration 38Q: 3 clusters Score -618851.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -618854.187500 Penalty: 2766.131836
	Iteration 39Q: 3 clusters Score -618854.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -618852.250000 Penalty: 2766.131836
	Iteration 40F: 3 clusters Score -618852.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (14621 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14621 members 
Entering Unmasked Estep 
Score: -1873706.375000 Penalty: 1558.409790
	Iteration 0F: 2 clusters Score -1873706 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7337 members 
Mstep: Class 2 contains 7284 members 
Entering Unmasked Estep 
Score: -1863535.500000 Penalty: 3116.819580
	Iteration 0F: 3 clusters Score -1863536 nChanged 6491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7488 members 
Mstep: Class 2 contains 7133 members 
Entering Unmasked Estep 
Score: -1866986.375000 Penalty: 3116.819580
	Iteration 1F: 3 clusters Score -1866986 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7594 members 
Mstep: Class 2 contains 7027 members 
Entering Unmasked Estep 
Score: -1867315.125000 Penalty: 3116.819580
	Iteration 2F: 3 clusters Score -1867315 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7753 members 
Mstep: Class 2 contains 6868 members 
Entering Unmasked Estep 
Score: -1867609.375000 Penalty: 3116.819580
	Iteration 3Q: 3 clusters Score -1867609 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7945 members 
Mstep: Class 2 contains 6676 members 
Entering Unmasked Estep 
Score: -1867867.250000 Penalty: 3116.819580
	Iteration 4Q: 3 clusters Score -1867867 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8213 members 
Mstep: Class 2 contains 6408 members 
Entering Unmasked Estep 
Score: -1868129.125000 Penalty: 3116.819580
	Iteration 5Q: 3 clusters Score -1868129 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8514 members 
Mstep: Class 2 contains 6107 members 
Entering Unmasked Estep 
Score: -1868406.500000 Penalty: 3116.819580
	Iteration 6Q: 3 clusters Score -1868406 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8891 members 
Mstep: Class 2 contains 5730 members 
Entering Unmasked Estep 
Score: -1868729.625000 Penalty: 3116.819580
	Iteration 7Q: 3 clusters Score -1868730 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9393 members 
Mstep: Class 2 contains 5228 members 
Entering Unmasked Estep 
Score: -1869155.125000 Penalty: 3116.819580
	Iteration 8Q: 3 clusters Score -1869155 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9968 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -1869682.125000 Penalty: 3116.819580
	Iteration 9F: 3 clusters Score -1869682 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10534 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -1870222.625000 Penalty: 3116.819580
	Iteration 10Q: 3 clusters Score -1870223 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11050 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -1870673.500000 Penalty: 3116.819580
	Iteration 11Q: 3 clusters Score -1870674 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11450 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -1870962.250000 Penalty: 3116.819580
	Iteration 12Q: 3 clusters Score -1870962 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11769 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -1871165.000000 Penalty: 3116.819580
	Iteration 13Q: 3 clusters Score -1871165 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12046 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -1871321.125000 Penalty: 3116.819580
	Iteration 14Q: 3 clusters Score -1871321 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12280 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -1871442.250000 Penalty: 3116.819580
	Iteration 15Q: 3 clusters Score -1871442 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12477 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -1871548.375000 Penalty: 3116.819580
	Iteration 16Q: 3 clusters Score -1871548 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12660 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -1871633.125000 Penalty: 3116.819580
	Iteration 17Q: 3 clusters Score -1871633 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12835 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -1871716.625000 Penalty: 3116.819580
	Iteration 18Q: 3 clusters Score -1871717 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12988 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -1871793.000000 Penalty: 3116.819580
	Iteration 19Q: 3 clusters Score -1871793 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13142 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -1871877.750000 Penalty: 3116.819580
	Iteration 20F: 3 clusters Score -1871878 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13273 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -1871952.250000 Penalty: 3116.819580
	Iteration 21Q: 3 clusters Score -1871952 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13400 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -1872029.375000 Penalty: 3116.819580
	Iteration 22Q: 3 clusters Score -1872029 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13512 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -1872098.250000 Penalty: 3116.819580
	Iteration 23Q: 3 clusters Score -1872098 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13601 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -1872157.625000 Penalty: 3116.819580
	Iteration 24Q: 3 clusters Score -1872158 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13689 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -1872206.625000 Penalty: 3116.819580
	Iteration 25Q: 3 clusters Score -1872207 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13753 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -1872239.125000 Penalty: 3116.819580
	Iteration 26Q: 3 clusters Score -1872239 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13815 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -1872282.500000 Penalty: 3116.819580
	Iteration 27Q: 3 clusters Score -1872282 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13864 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -1872309.250000 Penalty: 3116.819580
	Iteration 28Q: 3 clusters Score -1872309 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13908 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -1872338.875000 Penalty: 3116.819580
	Iteration 29Q: 3 clusters Score -1872339 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13948 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -1872368.375000 Penalty: 3116.819580
	Iteration 30Q: 3 clusters Score -1872368 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13976 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -1872388.875000 Penalty: 3116.819580
	Iteration 31Q: 3 clusters Score -1872389 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14001 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -1872406.375000 Penalty: 3116.819580
	Iteration 32Q: 3 clusters Score -1872406 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14020 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -1872416.875000 Penalty: 3116.819580
	Iteration 33Q: 3 clusters Score -1872417 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14036 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -1872427.750000 Penalty: 3116.819580
	Iteration 34Q: 3 clusters Score -1872428 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14051 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -1872443.125000 Penalty: 3116.819580
	Iteration 35Q: 3 clusters Score -1872443 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14065 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -1872450.000000 Penalty: 3116.819580
	Iteration 36Q: 3 clusters Score -1872450 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14081 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -1872460.375000 Penalty: 3116.819580
	Iteration 37Q: 3 clusters Score -1872460 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14089 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -1872466.750000 Penalty: 3116.819580
	Iteration 38Q: 3 clusters Score -1872467 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14099 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -1872473.000000 Penalty: 3116.819580
	Iteration 39Q: 3 clusters Score -1872473 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14105 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -1872474.375000 Penalty: 3116.819580
	Iteration 40F: 3 clusters Score -1872474 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14110 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -1872478.250000 Penalty: 3116.819580
	Iteration 41Q: 3 clusters Score -1872478 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14112 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -1872482.000000 Penalty: 3116.819580
	Iteration 42Q: 3 clusters Score -1872482 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14115 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -1872485.500000 Penalty: 3116.819580
	Iteration 43Q: 3 clusters Score -1872486 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14120 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -1872487.125000 Penalty: 3116.819580
	Iteration 44Q: 3 clusters Score -1872487 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14125 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -1872490.625000 Penalty: 3116.819580
	Iteration 45Q: 3 clusters Score -1872491 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14131 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -1872495.250000 Penalty: 3116.819580
	Iteration 46Q: 3 clusters Score -1872495 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14136 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -1872496.625000 Penalty: 3116.819580
	Iteration 47Q: 3 clusters Score -1872497 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14144 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -1872506.500000 Penalty: 3116.819580
	Iteration 48Q: 3 clusters Score -1872506 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14148 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -1872511.000000 Penalty: 3116.819580
	Iteration 49Q: 3 clusters Score -1872511 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14152 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -1872515.250000 Penalty: 3116.819580
	Iteration 50Q: 3 clusters Score -1872515 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14156 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -1872518.500000 Penalty: 3116.819580
	Iteration 51Q: 3 clusters Score -1872518 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14160 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -1872519.375000 Penalty: 3116.819580
	Iteration 52Q: 3 clusters Score -1872519 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14164 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -1872518.750000 Penalty: 3116.819580
	Iteration 53Q: 3 clusters Score -1872519 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14164 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -1872519.875000 Penalty: 3116.819580
	Iteration 54Q: 3 clusters Score -1872520 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14163 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -1872518.875000 Penalty: 3116.819580
	Iteration 55Q: 3 clusters Score -1872519 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14162 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -1872520.000000 Penalty: 3116.819580
	Iteration 56Q: 3 clusters Score -1872520 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14162 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -1872520.000000 Penalty: 3116.819580
	Iteration 57F: 3 clusters Score -1872520 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (10863 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10863 members 
Entering Unmasked Estep 
Score: -1369970.750000 Penalty: 1510.131592
	Iteration 0F: 2 clusters Score -1369971 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 5457 members 
Entering Unmasked Estep 
Score: -1362285.125000 Penalty: 3020.263184
	Iteration 0F: 3 clusters Score -1362285 nChanged 4804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5362 members 
Mstep: Class 2 contains 5501 members 
Entering Unmasked Estep 
Score: -1365325.250000 Penalty: 3020.263184
	Iteration 1F: 3 clusters Score -1365325 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 5403 members 
Entering Unmasked Estep 
Score: -1366207.500000 Penalty: 3020.263184
	Iteration 2F: 3 clusters Score -1366208 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5709 members 
Mstep: Class 2 contains 5154 members 
Entering Unmasked Estep 
Score: -1367233.000000 Penalty: 3020.263184
	Iteration 3F: 3 clusters Score -1367233 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6140 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -1368152.500000 Penalty: 3020.263184
	Iteration 4F: 3 clusters Score -1368152 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6632 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -1368875.625000 Penalty: 3020.263184
	Iteration 5F: 3 clusters Score -1368876 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7059 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -1369393.500000 Penalty: 3020.263184
	Iteration 6F: 3 clusters Score -1369394 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7409 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -1369731.000000 Penalty: 3020.263184
	Iteration 7Q: 3 clusters Score -1369731 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7657 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -1369910.125000 Penalty: 3020.263184
	Iteration 8Q: 3 clusters Score -1369910 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7857 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -1370026.125000 Penalty: 3020.263184
	Iteration 9Q: 3 clusters Score -1370026 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8017 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -1370093.250000 Penalty: 3020.263184
	Iteration 10Q: 3 clusters Score -1370093 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8151 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -1370146.750000 Penalty: 3020.263184
	Iteration 11Q: 3 clusters Score -1370147 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8271 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -1370191.625000 Penalty: 3020.263184
	Iteration 12Q: 3 clusters Score -1370192 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8370 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -1370232.500000 Penalty: 3020.263184
	Iteration 13Q: 3 clusters Score -1370232 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8464 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -1370258.000000 Penalty: 3020.263184
	Iteration 14Q: 3 clusters Score -1370258 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8555 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -1370286.875000 Penalty: 3020.263184
	Iteration 15Q: 3 clusters Score -1370287 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8638 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -1370311.875000 Penalty: 3020.263184
	Iteration 16Q: 3 clusters Score -1370312 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8710 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -1370334.250000 Penalty: 3020.263184
	Iteration 17Q: 3 clusters Score -1370334 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8767 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -1370346.375000 Penalty: 3020.263184
	Iteration 18Q: 3 clusters Score -1370346 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8809 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -1370358.750000 Penalty: 3020.263184
	Iteration 19Q: 3 clusters Score -1370359 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8854 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -1370368.750000 Penalty: 3020.263184
	Iteration 20F: 3 clusters Score -1370369 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8893 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -1370377.875000 Penalty: 3020.263184
	Iteration 21Q: 3 clusters Score -1370378 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8931 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -1370387.875000 Penalty: 3020.263184
	Iteration 22Q: 3 clusters Score -1370388 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8966 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -1370398.875000 Penalty: 3020.263184
	Iteration 23Q: 3 clusters Score -1370399 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8996 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -1370404.750000 Penalty: 3020.263184
	Iteration 24Q: 3 clusters Score -1370405 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9028 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -1370412.000000 Penalty: 3020.263184
	Iteration 25Q: 3 clusters Score -1370412 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9048 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -1370414.500000 Penalty: 3020.263184
	Iteration 26Q: 3 clusters Score -1370414 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9068 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -1370417.750000 Penalty: 3020.263184
	Iteration 27Q: 3 clusters Score -1370418 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9083 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -1370420.250000 Penalty: 3020.263184
	Iteration 28Q: 3 clusters Score -1370420 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9090 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -1370422.000000 Penalty: 3020.263184
	Iteration 29Q: 3 clusters Score -1370422 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9094 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -1370419.375000 Penalty: 3020.263184
	Iteration 30Q: 3 clusters Score -1370419 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9101 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -1370419.625000 Penalty: 3020.263184
	Iteration 31Q: 3 clusters Score -1370420 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9108 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -1370422.625000 Penalty: 3020.263184
	Iteration 32Q: 3 clusters Score -1370423 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9118 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -1370425.750000 Penalty: 3020.263184
	Iteration 33Q: 3 clusters Score -1370426 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9128 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -1370430.625000 Penalty: 3020.263184
	Iteration 34Q: 3 clusters Score -1370431 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9131 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -1370429.875000 Penalty: 3020.263184
	Iteration 35Q: 3 clusters Score -1370430 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9134 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -1370427.625000 Penalty: 3020.263184
	Iteration 36Q: 3 clusters Score -1370428 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9136 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -1370429.625000 Penalty: 3020.263184
	Iteration 37Q: 3 clusters Score -1370430 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9139 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -1370428.250000 Penalty: 3020.263184
	Iteration 38Q: 3 clusters Score -1370428 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9141 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -1370431.000000 Penalty: 3020.263184
	Iteration 39Q: 3 clusters Score -1370431 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9143 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -1370431.250000 Penalty: 3020.263184
	Iteration 40F: 3 clusters Score -1370431 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9145 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -1370431.375000 Penalty: 3020.263184
	Iteration 41Q: 3 clusters Score -1370431 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9145 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -1370431.375000 Penalty: 3020.263184
	Iteration 42F: 3 clusters Score -1370431 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 8915 members 
Mstep: Class 3 contains 100546 members 
Mstep: Class 4 contains 10461 members 
Mstep: Class 5 contains 2246 members 
Mstep: Class 6 contains 30516 members 
Mstep: Class 7 contains 13360 members 
Mstep: Class 8 contains 8115 members 
Mstep: Class 9 contains 18201 members 
Mstep: Class 10 contains 9571 members 
Mstep: Class 11 contains 7503 members 
Mstep: Class 12 contains 3231 members 
Mstep: Class 13 contains 17946 members 
Mstep: Class 14 contains 38195 members 
Mstep: Class 15 contains 39868 members 
Mstep: Class 16 contains 3759 members 
Mstep: Class 17 contains 5780 members 
Mstep: Class 18 contains 47481 members 
Mstep: Class 19 contains 3437 members 
Mstep: Class 20 contains 3162 members 
Mstep: Class 21 contains 1108 members 
Mstep: Class 22 contains 3319 members 
Mstep: Class 23 contains 44128 members 
Mstep: Class 24 contains 13014 members 
Mstep: Class 25 contains 12667 members 
Mstep: Class 26 contains 2901 members 
Mstep: Class 27 contains 10218 members 
Mstep: Class 28 contains 2334 members 
Mstep: Class 29 contains 25621 members 
Mstep: Class 30 contains 37779 members 
Mstep: Class 31 contains 4588 members 
Mstep: Class 32 contains 23754 members 
Mstep: Class 33 contains 12277 members 
Mstep: Class 34 contains 6117 members 
Mstep: Class 35 contains 4609 members 
Mstep: Class 36 contains 2380 members 
Mstep: Class 37 contains 17790 members 
Mstep: Class 38 contains 8795 members 
Mstep: Class 39 contains 4970 members 
Mstep: Class 40 contains 14621 members 
Mstep: Class 41 contains 9145 members 
Mstep: Class 42 contains 13302 members 
Mstep: Class 43 contains 144506 members 
Mstep: Class 44 contains 23153 members 
Mstep: Class 45 contains 3017 members 
Mstep: Class 46 contains 1718 members 
Entering Unmasked Estep 
Score: -100313584.000000 Penalty: 101793.265625
Splitting cluster 41 changes total score from -100313752.000000 to -100313584.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 42 (13302 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13302 members 
Entering Unmasked Estep 
Score: -1700602.250000 Penalty: 1543.046265
	Iteration 0F: 2 clusters Score -1700602 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6711 members 
Mstep: Class 2 contains 6591 members 
Entering Unmasked Estep 
Score: -1691336.375000 Penalty: 3086.092529
	Iteration 0F: 3 clusters Score -1691336 nChanged 5872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6735 members 
Mstep: Class 2 contains 6567 members 
Entering Unmasked Estep 
Score: -1694627.500000 Penalty: 3086.092529
	Iteration 1F: 3 clusters Score -1694628 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6751 members 
Mstep: Class 2 contains 6551 members 
Entering Unmasked Estep 
Score: -1694905.375000 Penalty: 3086.092529
	Iteration 2F: 3 clusters Score -1694905 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6771 members 
Mstep: Class 2 contains 6531 members 
Entering Unmasked Estep 
Score: -1695108.000000 Penalty: 3086.092529
	Iteration 3Q: 3 clusters Score -1695108 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6780 members 
Mstep: Class 2 contains 6522 members 
Entering Unmasked Estep 
Score: -1695315.125000 Penalty: 3086.092529
	Iteration 4Q: 3 clusters Score -1695315 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6783 members 
Mstep: Class 2 contains 6519 members 
Entering Unmasked Estep 
Score: -1695538.000000 Penalty: 3086.092529
	Iteration 5Q: 3 clusters Score -1695538 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6787 members 
Mstep: Class 2 contains 6515 members 
Entering Unmasked Estep 
Score: -1695737.375000 Penalty: 3086.092529
	Iteration 6Q: 3 clusters Score -1695737 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6836 members 
Mstep: Class 2 contains 6466 members 
Entering Unmasked Estep 
Score: -1695902.250000 Penalty: 3086.092529
	Iteration 7Q: 3 clusters Score -1695902 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6915 members 
Mstep: Class 2 contains 6387 members 
Entering Unmasked Estep 
Score: -1696066.000000 Penalty: 3086.092529
	Iteration 8Q: 3 clusters Score -1696066 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7003 members 
Mstep: Class 2 contains 6299 members 
Entering Unmasked Estep 
Score: -1696242.750000 Penalty: 3086.092529
	Iteration 9Q: 3 clusters Score -1696243 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7100 members 
Mstep: Class 2 contains 6202 members 
Entering Unmasked Estep 
Score: -1696422.500000 Penalty: 3086.092529
	Iteration 10Q: 3 clusters Score -1696422 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7231 members 
Mstep: Class 2 contains 6071 members 
Entering Unmasked Estep 
Score: -1696586.250000 Penalty: 3086.092529
	Iteration 11Q: 3 clusters Score -1696586 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7414 members 
Mstep: Class 2 contains 5888 members 
Entering Unmasked Estep 
Score: -1696734.500000 Penalty: 3086.092529
	Iteration 12Q: 3 clusters Score -1696734 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7585 members 
Mstep: Class 2 contains 5717 members 
Entering Unmasked Estep 
Score: -1696830.125000 Penalty: 3086.092529
	Iteration 13Q: 3 clusters Score -1696830 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7784 members 
Mstep: Class 2 contains 5518 members 
Entering Unmasked Estep 
Score: -1696922.125000 Penalty: 3086.092529
	Iteration 14Q: 3 clusters Score -1696922 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8001 members 
Mstep: Class 2 contains 5301 members 
Entering Unmasked Estep 
Score: -1697011.000000 Penalty: 3086.092529
	Iteration 15Q: 3 clusters Score -1697011 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8220 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -1697096.375000 Penalty: 3086.092529
	Iteration 16Q: 3 clusters Score -1697096 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8460 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -1697199.750000 Penalty: 3086.092529
	Iteration 17Q: 3 clusters Score -1697200 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8736 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -1697315.750000 Penalty: 3086.092529
	Iteration 18Q: 3 clusters Score -1697316 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9064 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -1697494.375000 Penalty: 3086.092529
	Iteration 19Q: 3 clusters Score -1697494 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9406 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -1697700.125000 Penalty: 3086.092529
	Iteration 20F: 3 clusters Score -1697700 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9767 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -1697919.375000 Penalty: 3086.092529
	Iteration 21Q: 3 clusters Score -1697919 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10094 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -1698102.875000 Penalty: 3086.092529
	Iteration 22Q: 3 clusters Score -1698103 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10395 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -1698253.750000 Penalty: 3086.092529
	Iteration 23Q: 3 clusters Score -1698254 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10641 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -1698358.750000 Penalty: 3086.092529
	Iteration 24Q: 3 clusters Score -1698359 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10879 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -1698464.250000 Penalty: 3086.092529
	Iteration 25Q: 3 clusters Score -1698464 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11103 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -1698569.250000 Penalty: 3086.092529
	Iteration 26Q: 3 clusters Score -1698569 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11316 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -1698662.500000 Penalty: 3086.092529
	Iteration 27Q: 3 clusters Score -1698662 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11522 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -1698764.625000 Penalty: 3086.092529
	Iteration 28Q: 3 clusters Score -1698765 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11702 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -1698851.625000 Penalty: 3086.092529
	Iteration 29Q: 3 clusters Score -1698852 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11867 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -1698924.000000 Penalty: 3086.092529
	Iteration 30Q: 3 clusters Score -1698924 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11997 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -1698994.125000 Penalty: 3086.092529
	Iteration 31Q: 3 clusters Score -1698994 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12109 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -1699053.375000 Penalty: 3086.092529
	Iteration 32Q: 3 clusters Score -1699053 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12205 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -1699113.250000 Penalty: 3086.092529
	Iteration 33Q: 3 clusters Score -1699113 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12295 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -1699162.875000 Penalty: 3086.092529
	Iteration 34Q: 3 clusters Score -1699163 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12362 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -1699200.125000 Penalty: 3086.092529
	Iteration 35Q: 3 clusters Score -1699200 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12418 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -1699224.125000 Penalty: 3086.092529
	Iteration 36Q: 3 clusters Score -1699224 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12454 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -1699237.500000 Penalty: 3086.092529
	Iteration 37Q: 3 clusters Score -1699238 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12475 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -1699247.750000 Penalty: 3086.092529
	Iteration 38Q: 3 clusters Score -1699248 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12492 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -1699251.875000 Penalty: 3086.092529
	Iteration 39Q: 3 clusters Score -1699252 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12504 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -1699258.125000 Penalty: 3086.092529
	Iteration 40F: 3 clusters Score -1699258 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12512 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -1699264.875000 Penalty: 3086.092529
	Iteration 41Q: 3 clusters Score -1699265 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12522 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -1699266.375000 Penalty: 3086.092529
	Iteration 42Q: 3 clusters Score -1699266 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12534 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -1699272.000000 Penalty: 3086.092529
	Iteration 43Q: 3 clusters Score -1699272 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12541 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -1699274.625000 Penalty: 3086.092529
	Iteration 44Q: 3 clusters Score -1699275 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12546 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -1699277.125000 Penalty: 3086.092529
	Iteration 45Q: 3 clusters Score -1699277 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12555 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -1699279.875000 Penalty: 3086.092529
	Iteration 46Q: 3 clusters Score -1699280 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12557 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -1699281.250000 Penalty: 3086.092529
	Iteration 47Q: 3 clusters Score -1699281 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12560 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -1699281.625000 Penalty: 3086.092529
	Iteration 48Q: 3 clusters Score -1699282 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12563 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -1699284.875000 Penalty: 3086.092529
	Iteration 49Q: 3 clusters Score -1699285 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12564 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -1699284.375000 Penalty: 3086.092529
	Iteration 50Q: 3 clusters Score -1699284 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12564 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -1699285.875000 Penalty: 3086.092529
	Iteration 51Q: 3 clusters Score -1699286 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12568 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -1699286.875000 Penalty: 3086.092529
	Iteration 52Q: 3 clusters Score -1699287 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12570 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -1699289.250000 Penalty: 3086.092529
	Iteration 53Q: 3 clusters Score -1699289 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12574 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -1699290.000000 Penalty: 3086.092529
	Iteration 54Q: 3 clusters Score -1699290 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12579 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -1699291.625000 Penalty: 3086.092529
	Iteration 55Q: 3 clusters Score -1699292 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12585 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -1699294.000000 Penalty: 3086.092529
	Iteration 56Q: 3 clusters Score -1699294 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12591 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -1699293.500000 Penalty: 3086.092529
	Iteration 57Q: 3 clusters Score -1699294 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12598 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -1699295.625000 Penalty: 3086.092529
	Iteration 58Q: 3 clusters Score -1699296 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12602 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -1699298.375000 Penalty: 3086.092529
	Iteration 59Q: 3 clusters Score -1699298 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12610 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -1699302.875000 Penalty: 3086.092529
	Iteration 60F: 3 clusters Score -1699303 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12618 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -1699308.000000 Penalty: 3086.092529
	Iteration 61Q: 3 clusters Score -1699308 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12626 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -1699313.500000 Penalty: 3086.092529
	Iteration 62Q: 3 clusters Score -1699314 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12633 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -1699319.000000 Penalty: 3086.092529
	Iteration 63Q: 3 clusters Score -1699319 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12644 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -1699327.250000 Penalty: 3086.092529
	Iteration 64Q: 3 clusters Score -1699327 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12656 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -1699336.375000 Penalty: 3086.092529
	Iteration 65Q: 3 clusters Score -1699336 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12667 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -1699343.750000 Penalty: 3086.092529
	Iteration 66Q: 3 clusters Score -1699344 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12682 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -1699352.000000 Penalty: 3086.092529
	Iteration 67Q: 3 clusters Score -1699352 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12695 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -1699359.375000 Penalty: 3086.092529
	Iteration 68Q: 3 clusters Score -1699359 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12700 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -1699359.250000 Penalty: 3086.092529
	Iteration 69Q: 3 clusters Score -1699359 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12703 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -1699363.875000 Penalty: 3086.092529
	Iteration 70Q: 3 clusters Score -1699364 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12705 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -1699367.375000 Penalty: 3086.092529
	Iteration 71Q: 3 clusters Score -1699367 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12710 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -1699372.250000 Penalty: 3086.092529
	Iteration 72Q: 3 clusters Score -1699372 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12709 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -1699372.750000 Penalty: 3086.092529
	Iteration 73Q: 3 clusters Score -1699373 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12709 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -1699372.750000 Penalty: 3086.092529
	Iteration 74F: 3 clusters Score -1699373 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (144506 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144506 members 
Entering Unmasked Estep 
Score: -18585234.000000 Penalty: 1930.674805
	Iteration 0F: 2 clusters Score -1.858523e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71990 members 
Mstep: Class 2 contains 72516 members 
Entering Unmasked Estep 
Score: -18504158.000000 Penalty: 3861.349609
	Iteration 0F: 3 clusters Score -1.850416e+07 nChanged 69884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66776 members 
Mstep: Class 2 contains 77730 members 
Entering Unmasked Estep 
Score: -18545206.000000 Penalty: 3861.349609
	Iteration 1F: 3 clusters Score -1.854521e+07 nChanged 4890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63832 members 
Mstep: Class 2 contains 80674 members 
Entering Unmasked Estep 
Score: -18546572.000000 Penalty: 3861.349609
	Iteration 2Q: 3 clusters Score -1.854657e+07 nChanged 5962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59642 members 
Mstep: Class 2 contains 84864 members 
Entering Unmasked Estep 
Score: -18548814.000000 Penalty: 3861.349609
	Iteration 3Q: 3 clusters Score -1.854881e+07 nChanged 7685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53645 members 
Mstep: Class 2 contains 90861 members 
Entering Unmasked Estep 
Score: -18552824.000000 Penalty: 3861.349609
	Iteration 4F: 3 clusters Score -1.855282e+07 nChanged 9327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46230 members 
Mstep: Class 2 contains 98276 members 
Entering Unmasked Estep 
Score: -18558716.000000 Penalty: 3861.349609
	Iteration 5F: 3 clusters Score -1.855872e+07 nChanged 9820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38546 members 
Mstep: Class 2 contains 105960 members 
Entering Unmasked Estep 
Score: -18565938.000000 Penalty: 3861.349609
	Iteration 6F: 3 clusters Score -1.856594e+07 nChanged 8924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32128 members 
Mstep: Class 2 contains 112378 members 
Entering Unmasked Estep 
Score: -18572458.000000 Penalty: 3861.349609
	Iteration 7F: 3 clusters Score -1.857246e+07 nChanged 7021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27707 members 
Mstep: Class 2 contains 116799 members 
Entering Unmasked Estep 
Score: -18576712.000000 Penalty: 3861.349609
	Iteration 8Q: 3 clusters Score -1.857671e+07 nChanged 4957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24716 members 
Mstep: Class 2 contains 119790 members 
Entering Unmasked Estep 
Score: -18578792.000000 Penalty: 3861.349609
	Iteration 9Q: 3 clusters Score -1.857879e+07 nChanged 3406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22744 members 
Mstep: Class 2 contains 121762 members 
Entering Unmasked Estep 
Score: -18579904.000000 Penalty: 3861.349609
	Iteration 10Q: 3 clusters Score -1.85799e+07 nChanged 2453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21177 members 
Mstep: Class 2 contains 123329 members 
Entering Unmasked Estep 
Score: -18580446.000000 Penalty: 3861.349609
	Iteration 11Q: 3 clusters Score -1.858045e+07 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19909 members 
Mstep: Class 2 contains 124597 members 
Entering Unmasked Estep 
Score: -18580792.000000 Penalty: 3861.349609
	Iteration 12Q: 3 clusters Score -1.858079e+07 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18823 members 
Mstep: Class 2 contains 125683 members 
Entering Unmasked Estep 
Score: -18580908.000000 Penalty: 3861.349609
	Iteration 13Q: 3 clusters Score -1.858091e+07 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17839 members 
Mstep: Class 2 contains 126667 members 
Entering Unmasked Estep 
Score: -18581048.000000 Penalty: 3861.349609
	Iteration 14Q: 3 clusters Score -1.858105e+07 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16956 members 
Mstep: Class 2 contains 127550 members 
Entering Unmasked Estep 
Score: -18581158.000000 Penalty: 3861.349609
	Iteration 15Q: 3 clusters Score -1.858116e+07 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16097 members 
Mstep: Class 2 contains 128409 members 
Entering Unmasked Estep 
Score: -18581382.000000 Penalty: 3861.349609
	Iteration 16Q: 3 clusters Score -1.858138e+07 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15280 members 
Mstep: Class 2 contains 129226 members 
Entering Unmasked Estep 
Score: -18581556.000000 Penalty: 3861.349609
	Iteration 17Q: 3 clusters Score -1.858156e+07 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14553 members 
Mstep: Class 2 contains 129953 members 
Entering Unmasked Estep 
Score: -18581628.000000 Penalty: 3861.349609
	Iteration 18Q: 3 clusters Score -1.858163e+07 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13869 members 
Mstep: Class 2 contains 130637 members 
Entering Unmasked Estep 
Score: -18581782.000000 Penalty: 3861.349609
	Iteration 19Q: 3 clusters Score -1.858178e+07 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13210 members 
Mstep: Class 2 contains 131296 members 
Entering Unmasked Estep 
Score: -18581864.000000 Penalty: 3861.349609
	Iteration 20F: 3 clusters Score -1.858186e+07 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12584 members 
Mstep: Class 2 contains 131922 members 
Entering Unmasked Estep 
Score: -18581962.000000 Penalty: 3861.349609
	Iteration 21Q: 3 clusters Score -1.858196e+07 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11978 members 
Mstep: Class 2 contains 132528 members 
Entering Unmasked Estep 
Score: -18582092.000000 Penalty: 3861.349609
	Iteration 22Q: 3 clusters Score -1.858209e+07 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11366 members 
Mstep: Class 2 contains 133140 members 
Entering Unmasked Estep 
Score: -18582182.000000 Penalty: 3861.349609
	Iteration 23Q: 3 clusters Score -1.858218e+07 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10767 members 
Mstep: Class 2 contains 133739 members 
Entering Unmasked Estep 
Score: -18582304.000000 Penalty: 3861.349609
	Iteration 24Q: 3 clusters Score -1.85823e+07 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10184 members 
Mstep: Class 2 contains 134322 members 
Entering Unmasked Estep 
Score: -18582428.000000 Penalty: 3861.349609
	Iteration 25Q: 3 clusters Score -1.858243e+07 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9613 members 
Mstep: Class 2 contains 134893 members 
Entering Unmasked Estep 
Score: -18582572.000000 Penalty: 3861.349609
	Iteration 26Q: 3 clusters Score -1.858257e+07 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9030 members 
Mstep: Class 2 contains 135476 members 
Entering Unmasked Estep 
Score: -18582702.000000 Penalty: 3861.349609
	Iteration 27Q: 3 clusters Score -1.85827e+07 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8468 members 
Mstep: Class 2 contains 136038 members 
Entering Unmasked Estep 
Score: -18582796.000000 Penalty: 3861.349609
	Iteration 28Q: 3 clusters Score -1.85828e+07 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7902 members 
Mstep: Class 2 contains 136604 members 
Entering Unmasked Estep 
Score: -18582898.000000 Penalty: 3861.349609
	Iteration 29Q: 3 clusters Score -1.85829e+07 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7379 members 
Mstep: Class 2 contains 137127 members 
Entering Unmasked Estep 
Score: -18583042.000000 Penalty: 3861.349609
	Iteration 30Q: 3 clusters Score -1.858304e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6872 members 
Mstep: Class 2 contains 137634 members 
Entering Unmasked Estep 
Score: -18583206.000000 Penalty: 3861.349609
	Iteration 31Q: 3 clusters Score -1.858321e+07 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6344 members 
Mstep: Class 2 contains 138162 members 
Entering Unmasked Estep 
Score: -18583284.000000 Penalty: 3861.349609
	Iteration 32Q: 3 clusters Score -1.858328e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5880 members 
Mstep: Class 2 contains 138626 members 
Entering Unmasked Estep 
Score: -18583452.000000 Penalty: 3861.349609
	Iteration 33Q: 3 clusters Score -1.858345e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 139046 members 
Entering Unmasked Estep 
Score: -18583580.000000 Penalty: 3861.349609
	Iteration 34Q: 3 clusters Score -1.858358e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5073 members 
Mstep: Class 2 contains 139433 members 
Entering Unmasked Estep 
Score: -18583738.000000 Penalty: 3861.349609
	Iteration 35Q: 3 clusters Score -1.858374e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 139815 members 
Entering Unmasked Estep 
Score: -18583888.000000 Penalty: 3861.349609
	Iteration 36Q: 3 clusters Score -1.858389e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 140169 members 
Entering Unmasked Estep 
Score: -18584036.000000 Penalty: 3861.349609
	Iteration 37Q: 3 clusters Score -1.858404e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 140503 members 
Entering Unmasked Estep 
Score: -18584138.000000 Penalty: 3861.349609
	Iteration 38Q: 3 clusters Score -1.858414e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 140787 members 
Entering Unmasked Estep 
Score: -18584192.000000 Penalty: 3861.349609
	Iteration 39Q: 3 clusters Score -1.858419e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 141034 members 
Entering Unmasked Estep 
Score: -18584186.000000 Penalty: 3861.349609
	Iteration 40F: 3 clusters Score -1.858419e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 141256 members 
Entering Unmasked Estep 
Score: -18584244.000000 Penalty: 3861.349609
	Iteration 41Q: 3 clusters Score -1.858424e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 141467 members 
Entering Unmasked Estep 
Score: -18584296.000000 Penalty: 3861.349609
	Iteration 42Q: 3 clusters Score -1.85843e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 141648 members 
Entering Unmasked Estep 
Score: -18584278.000000 Penalty: 3861.349609
	Iteration 43Q: 3 clusters Score -1.858428e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 141828 members 
Entering Unmasked Estep 
Score: -18584348.000000 Penalty: 3861.349609
	Iteration 44Q: 3 clusters Score -1.858435e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 141984 members 
Entering Unmasked Estep 
Score: -18584362.000000 Penalty: 3861.349609
	Iteration 45Q: 3 clusters Score -1.858436e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 142111 members 
Entering Unmasked Estep 
Score: -18584400.000000 Penalty: 3861.349609
	Iteration 46Q: 3 clusters Score -1.85844e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 142216 members 
Entering Unmasked Estep 
Score: -18584444.000000 Penalty: 3861.349609
	Iteration 47Q: 3 clusters Score -1.858444e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 142318 members 
Entering Unmasked Estep 
Score: -18584446.000000 Penalty: 3861.349609
	Iteration 48Q: 3 clusters Score -1.858445e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 142397 members 
Entering Unmasked Estep 
Score: -18584504.000000 Penalty: 3861.349609
	Iteration 49Q: 3 clusters Score -1.85845e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 142455 members 
Entering Unmasked Estep 
Score: -18584518.000000 Penalty: 3861.349609
	Iteration 50Q: 3 clusters Score -1.858452e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 142515 members 
Entering Unmasked Estep 
Score: -18584526.000000 Penalty: 3861.349609
	Iteration 51Q: 3 clusters Score -1.858453e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 142562 members 
Entering Unmasked Estep 
Score: -18584516.000000 Penalty: 3861.349609
	Iteration 52Q: 3 clusters Score -1.858452e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 142610 members 
Entering Unmasked Estep 
Score: -18584524.000000 Penalty: 3861.349609
	Iteration 53Q: 3 clusters Score -1.858452e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 142648 members 
Entering Unmasked Estep 
Score: -18584512.000000 Penalty: 3861.349609
	Iteration 54Q: 3 clusters Score -1.858451e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 142676 members 
Entering Unmasked Estep 
Score: -18584510.000000 Penalty: 3861.349609
	Iteration 55Q: 3 clusters Score -1.858451e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 142710 members 
Entering Unmasked Estep 
Score: -18584498.000000 Penalty: 3861.349609
	Iteration 56Q: 3 clusters Score -1.85845e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 142739 members 
Entering Unmasked Estep 
Score: -18584508.000000 Penalty: 3861.349609
	Iteration 57Q: 3 clusters Score -1.858451e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 142764 members 
Entering Unmasked Estep 
Score: -18584506.000000 Penalty: 3861.349609
	Iteration 58Q: 3 clusters Score -1.858451e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 142790 members 
Entering Unmasked Estep 
Score: -18584524.000000 Penalty: 3861.349609
	Iteration 59Q: 3 clusters Score -1.858452e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 142819 members 
Entering Unmasked Estep 
Score: -18584546.000000 Penalty: 3861.349609
	Iteration 60F: 3 clusters Score -1.858455e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 142842 members 
Entering Unmasked Estep 
Score: -18584538.000000 Penalty: 3861.349609
	Iteration 61Q: 3 clusters Score -1.858454e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 142860 members 
Entering Unmasked Estep 
Score: -18584538.000000 Penalty: 3861.349609
	Iteration 62Q: 3 clusters Score -1.858454e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 142876 members 
Entering Unmasked Estep 
Score: -18584526.000000 Penalty: 3861.349609
	Iteration 63Q: 3 clusters Score -1.858453e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 142887 members 
Entering Unmasked Estep 
Score: -18584536.000000 Penalty: 3861.349609
	Iteration 64Q: 3 clusters Score -1.858454e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 142899 members 
Entering Unmasked Estep 
Score: -18584528.000000 Penalty: 3861.349609
	Iteration 65Q: 3 clusters Score -1.858453e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 142911 members 
Entering Unmasked Estep 
Score: -18584524.000000 Penalty: 3861.349609
	Iteration 66Q: 3 clusters Score -1.858452e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 142919 members 
Entering Unmasked Estep 
Score: -18584524.000000 Penalty: 3861.349609
	Iteration 67Q: 3 clusters Score -1.858452e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 142928 members 
Entering Unmasked Estep 
Score: -18584522.000000 Penalty: 3861.349609
	Iteration 68Q: 3 clusters Score -1.858452e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 142942 members 
Entering Unmasked Estep 
Score: -18584526.000000 Penalty: 3861.349609
	Iteration 69Q: 3 clusters Score -1.858453e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 142950 members 
Entering Unmasked Estep 
Score: -18584536.000000 Penalty: 3861.349609
	Iteration 70Q: 3 clusters Score -1.858454e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 142959 members 
Entering Unmasked Estep 
Score: -18584536.000000 Penalty: 3861.349609
	Iteration 71Q: 3 clusters Score -1.858454e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 142961 members 
Entering Unmasked Estep 
Score: -18584538.000000 Penalty: 3861.349609
	Iteration 72Q: 3 clusters Score -1.858454e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 142964 members 
Entering Unmasked Estep 
Score: -18584556.000000 Penalty: 3861.349609
	Iteration 73Q: 3 clusters Score -1.858456e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 142965 members 
Entering Unmasked Estep 
Score: -18584552.000000 Penalty: 3861.349609
	Iteration 74Q: 3 clusters Score -1.858455e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 142969 members 
Entering Unmasked Estep 
Score: -18584558.000000 Penalty: 3861.349609
	Iteration 75Q: 3 clusters Score -1.858456e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 142970 members 
Entering Unmasked Estep 
Score: -18584548.000000 Penalty: 3861.349609
	Iteration 76Q: 3 clusters Score -1.858455e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 142969 members 
Entering Unmasked Estep 
Score: -18584552.000000 Penalty: 3861.349609
	Iteration 77Q: 3 clusters Score -1.858455e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 142969 members 
Entering Unmasked Estep 
Score: -18584552.000000 Penalty: 3861.349609
	Iteration 78F: 3 clusters Score -1.858455e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (23153 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23153 members 
Entering Unmasked Estep 
Score: -2931823.250000 Penalty: 1633.105469
	Iteration 0F: 2 clusters Score -2931823 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11511 members 
Mstep: Class 2 contains 11642 members 
Entering Unmasked Estep 
Score: -2916156.500000 Penalty: 3266.210938
	Iteration 0F: 3 clusters Score -2916156 nChanged 10569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11228 members 
Mstep: Class 2 contains 11925 members 
Entering Unmasked Estep 
Score: -2922308.000000 Penalty: 3266.210938
	Iteration 1F: 3 clusters Score -2922308 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11167 members 
Mstep: Class 2 contains 11986 members 
Entering Unmasked Estep 
Score: -2922763.250000 Penalty: 3266.210938
	Iteration 2F: 3 clusters Score -2922763 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11101 members 
Mstep: Class 2 contains 12052 members 
Entering Unmasked Estep 
Score: -2923222.500000 Penalty: 3266.210938
	Iteration 3Q: 3 clusters Score -2923222 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11060 members 
Mstep: Class 2 contains 12093 members 
Entering Unmasked Estep 
Score: -2923777.500000 Penalty: 3266.210938
	Iteration 4Q: 3 clusters Score -2923778 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11023 members 
Mstep: Class 2 contains 12130 members 
Entering Unmasked Estep 
Score: -2924466.000000 Penalty: 3266.210938
	Iteration 5F: 3 clusters Score -2924466 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10991 members 
Mstep: Class 2 contains 12162 members 
Entering Unmasked Estep 
Score: -2925197.750000 Penalty: 3266.210938
	Iteration 6F: 3 clusters Score -2925198 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10951 members 
Mstep: Class 2 contains 12202 members 
Entering Unmasked Estep 
Score: -2926009.000000 Penalty: 3266.210938
	Iteration 7F: 3 clusters Score -2926009 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10902 members 
Mstep: Class 2 contains 12251 members 
Entering Unmasked Estep 
Score: -2926805.000000 Penalty: 3266.210938
	Iteration 8F: 3 clusters Score -2926805 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10908 members 
Mstep: Class 2 contains 12245 members 
Entering Unmasked Estep 
Score: -2927492.000000 Penalty: 3266.210938
	Iteration 9Q: 3 clusters Score -2927492 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10920 members 
Mstep: Class 2 contains 12233 members 
Entering Unmasked Estep 
Score: -2927963.750000 Penalty: 3266.210938
	Iteration 10Q: 3 clusters Score -2927964 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10868 members 
Mstep: Class 2 contains 12285 members 
Entering Unmasked Estep 
Score: -2928221.750000 Penalty: 3266.210938
	Iteration 11Q: 3 clusters Score -2928222 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10811 members 
Mstep: Class 2 contains 12342 members 
Entering Unmasked Estep 
Score: -2928381.500000 Penalty: 3266.210938
	Iteration 12Q: 3 clusters Score -2928382 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10730 members 
Mstep: Class 2 contains 12423 members 
Entering Unmasked Estep 
Score: -2928497.750000 Penalty: 3266.210938
	Iteration 13Q: 3 clusters Score -2928498 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10623 members 
Mstep: Class 2 contains 12530 members 
Entering Unmasked Estep 
Score: -2928654.500000 Penalty: 3266.210938
	Iteration 14Q: 3 clusters Score -2928654 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10477 members 
Mstep: Class 2 contains 12676 members 
Entering Unmasked Estep 
Score: -2928810.750000 Penalty: 3266.210938
	Iteration 15Q: 3 clusters Score -2928811 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10301 members 
Mstep: Class 2 contains 12852 members 
Entering Unmasked Estep 
Score: -2928974.000000 Penalty: 3266.210938
	Iteration 16Q: 3 clusters Score -2928974 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10130 members 
Mstep: Class 2 contains 13023 members 
Entering Unmasked Estep 
Score: -2929165.500000 Penalty: 3266.210938
	Iteration 17Q: 3 clusters Score -2929166 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9956 members 
Mstep: Class 2 contains 13197 members 
Entering Unmasked Estep 
Score: -2929363.000000 Penalty: 3266.210938
	Iteration 18Q: 3 clusters Score -2929363 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9776 members 
Mstep: Class 2 contains 13377 members 
Entering Unmasked Estep 
Score: -2929550.000000 Penalty: 3266.210938
	Iteration 19Q: 3 clusters Score -2929550 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9531 members 
Mstep: Class 2 contains 13622 members 
Entering Unmasked Estep 
Score: -2929774.250000 Penalty: 3266.210938
	Iteration 20F: 3 clusters Score -2929774 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9275 members 
Mstep: Class 2 contains 13878 members 
Entering Unmasked Estep 
Score: -2929986.500000 Penalty: 3266.210938
	Iteration 21Q: 3 clusters Score -2929986 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9013 members 
Mstep: Class 2 contains 14140 members 
Entering Unmasked Estep 
Score: -2930152.500000 Penalty: 3266.210938
	Iteration 22Q: 3 clusters Score -2930152 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8795 members 
Mstep: Class 2 contains 14358 members 
Entering Unmasked Estep 
Score: -2930258.250000 Penalty: 3266.210938
	Iteration 23Q: 3 clusters Score -2930258 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8627 members 
Mstep: Class 2 contains 14526 members 
Entering Unmasked Estep 
Score: -2930307.500000 Penalty: 3266.210938
	Iteration 24Q: 3 clusters Score -2930308 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8499 members 
Mstep: Class 2 contains 14654 members 
Entering Unmasked Estep 
Score: -2930322.750000 Penalty: 3266.210938
	Iteration 25Q: 3 clusters Score -2930323 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8397 members 
Mstep: Class 2 contains 14756 members 
Entering Unmasked Estep 
Score: -2930334.250000 Penalty: 3266.210938
	Iteration 26Q: 3 clusters Score -2930334 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8311 members 
Mstep: Class 2 contains 14842 members 
Entering Unmasked Estep 
Score: -2930349.500000 Penalty: 3266.210938
	Iteration 27Q: 3 clusters Score -2930350 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8249 members 
Mstep: Class 2 contains 14904 members 
Entering Unmasked Estep 
Score: -2930351.000000 Penalty: 3266.210938
	Iteration 28Q: 3 clusters Score -2930351 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8199 members 
Mstep: Class 2 contains 14954 members 
Entering Unmasked Estep 
Score: -2930367.500000 Penalty: 3266.210938
	Iteration 29Q: 3 clusters Score -2930368 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8145 members 
Mstep: Class 2 contains 15008 members 
Entering Unmasked Estep 
Score: -2930378.250000 Penalty: 3266.210938
	Iteration 30Q: 3 clusters Score -2930378 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8094 members 
Mstep: Class 2 contains 15059 members 
Entering Unmasked Estep 
Score: -2930393.500000 Penalty: 3266.210938
	Iteration 31Q: 3 clusters Score -2930394 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8057 members 
Mstep: Class 2 contains 15096 members 
Entering Unmasked Estep 
Score: -2930395.750000 Penalty: 3266.210938
	Iteration 32Q: 3 clusters Score -2930396 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8025 members 
Mstep: Class 2 contains 15128 members 
Entering Unmasked Estep 
Score: -2930395.000000 Penalty: 3266.210938
	Iteration 33Q: 3 clusters Score -2930395 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7996 members 
Mstep: Class 2 contains 15157 members 
Entering Unmasked Estep 
Score: -2930389.750000 Penalty: 3266.210938
	Iteration 34Q: 3 clusters Score -2930390 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7973 members 
Mstep: Class 2 contains 15180 members 
Entering Unmasked Estep 
Score: -2930395.250000 Penalty: 3266.210938
	Iteration 35Q: 3 clusters Score -2930395 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7955 members 
Mstep: Class 2 contains 15198 members 
Entering Unmasked Estep 
Score: -2930388.250000 Penalty: 3266.210938
	Iteration 36Q: 3 clusters Score -2930388 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7940 members 
Mstep: Class 2 contains 15213 members 
Entering Unmasked Estep 
Score: -2930383.750000 Penalty: 3266.210938
	Iteration 37Q: 3 clusters Score -2930384 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7925 members 
Mstep: Class 2 contains 15228 members 
Entering Unmasked Estep 
Score: -2930387.000000 Penalty: 3266.210938
	Iteration 38Q: 3 clusters Score -2930387 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7911 members 
Mstep: Class 2 contains 15242 members 
Entering Unmasked Estep 
Score: -2930391.750000 Penalty: 3266.210938
	Iteration 39Q: 3 clusters Score -2930392 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7895 members 
Mstep: Class 2 contains 15258 members 
Entering Unmasked Estep 
Score: -2930386.500000 Penalty: 3266.210938
	Iteration 40F: 3 clusters Score -2930386 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7882 members 
Mstep: Class 2 contains 15271 members 
Entering Unmasked Estep 
Score: -2930391.250000 Penalty: 3266.210938
	Iteration 41Q: 3 clusters Score -2930391 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7871 members 
Mstep: Class 2 contains 15282 members 
Entering Unmasked Estep 
Score: -2930398.750000 Penalty: 3266.210938
	Iteration 42Q: 3 clusters Score -2930399 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7861 members 
Mstep: Class 2 contains 15292 members 
Entering Unmasked Estep 
Score: -2930401.250000 Penalty: 3266.210938
	Iteration 43Q: 3 clusters Score -2930401 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7852 members 
Mstep: Class 2 contains 15301 members 
Entering Unmasked Estep 
Score: -2930397.000000 Penalty: 3266.210938
	Iteration 44Q: 3 clusters Score -2930397 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7846 members 
Mstep: Class 2 contains 15307 members 
Entering Unmasked Estep 
Score: -2930399.500000 Penalty: 3266.210938
	Iteration 45Q: 3 clusters Score -2930400 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7840 members 
Mstep: Class 2 contains 15313 members 
Entering Unmasked Estep 
Score: -2930399.250000 Penalty: 3266.210938
	Iteration 46Q: 3 clusters Score -2930399 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7832 members 
Mstep: Class 2 contains 15321 members 
Entering Unmasked Estep 
Score: -2930404.500000 Penalty: 3266.210938
	Iteration 47Q: 3 clusters Score -2930404 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7822 members 
Mstep: Class 2 contains 15331 members 
Entering Unmasked Estep 
Score: -2930410.750000 Penalty: 3266.210938
	Iteration 48Q: 3 clusters Score -2930411 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7817 members 
Mstep: Class 2 contains 15336 members 
Entering Unmasked Estep 
Score: -2930406.500000 Penalty: 3266.210938
	Iteration 49Q: 3 clusters Score -2930406 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7816 members 
Mstep: Class 2 contains 15337 members 
Entering Unmasked Estep 
Score: -2930408.750000 Penalty: 3266.210938
	Iteration 50Q: 3 clusters Score -2930409 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7815 members 
Mstep: Class 2 contains 15338 members 
Entering Unmasked Estep 
Score: -2930409.000000 Penalty: 3266.210938
	Iteration 51Q: 3 clusters Score -2930409 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7815 members 
Mstep: Class 2 contains 15338 members 
Entering Unmasked Estep 
Score: -2930409.000000 Penalty: 3266.210938
	Iteration 52F: 3 clusters Score -2930409 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (3017 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Entering Unmasked Estep 
Score: -371714.750000 Penalty: 1301.953003
	Iteration 0F: 2 clusters Score -371714.8 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 1506 members 
Entering Unmasked Estep 
Score: -368971.250000 Penalty: 2603.906006
	Iteration 0F: 3 clusters Score -368971.2 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -369823.468750 Penalty: 2603.906006
	Iteration 1F: 3 clusters Score -369823.5 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -370078.718750 Penalty: 2603.906006
	Iteration 2F: 3 clusters Score -370078.7 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -370248.000000 Penalty: 2603.906006
	Iteration 3F: 3 clusters Score -370248 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -370351.406250 Penalty: 2603.906006
	Iteration 4Q: 3 clusters Score -370351.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -370421.187500 Penalty: 2603.906006
	Iteration 5Q: 3 clusters Score -370421.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -370479.437500 Penalty: 2603.906006
	Iteration 6Q: 3 clusters Score -370479.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -370525.906250 Penalty: 2603.906006
	Iteration 7Q: 3 clusters Score -370525.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -370560.562500 Penalty: 2603.906006
	Iteration 8Q: 3 clusters Score -370560.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -370597.625000 Penalty: 2603.906006
	Iteration 9Q: 3 clusters Score -370597.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -370635.312500 Penalty: 2603.906006
	Iteration 10Q: 3 clusters Score -370635.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -370661.187500 Penalty: 2603.906006
	Iteration 11Q: 3 clusters Score -370661.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -370673.875000 Penalty: 2603.906006
	Iteration 12Q: 3 clusters Score -370673.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -370683.031250 Penalty: 2603.906006
	Iteration 13Q: 3 clusters Score -370683 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -370689.687500 Penalty: 2603.906006
	Iteration 14Q: 3 clusters Score -370689.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -370697.281250 Penalty: 2603.906006
	Iteration 15Q: 3 clusters Score -370697.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -370703.875000 Penalty: 2603.906006
	Iteration 16Q: 3 clusters Score -370703.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -370709.000000 Penalty: 2603.906006
	Iteration 17Q: 3 clusters Score -370709 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -370712.187500 Penalty: 2603.906006
	Iteration 18Q: 3 clusters Score -370712.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -370715.187500 Penalty: 2603.906006
	Iteration 19Q: 3 clusters Score -370715.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -370716.281250 Penalty: 2603.906006
	Iteration 20F: 3 clusters Score -370716.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -370717.468750 Penalty: 2603.906006
	Iteration 21Q: 3 clusters Score -370717.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -370718.718750 Penalty: 2603.906006
	Iteration 22Q: 3 clusters Score -370718.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -370720.031250 Penalty: 2603.906006
	Iteration 23Q: 3 clusters Score -370720 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -370720.281250 Penalty: 2603.906006
	Iteration 24Q: 3 clusters Score -370720.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -370720.875000 Penalty: 2603.906006
	Iteration 25Q: 3 clusters Score -370720.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -370720.593750 Penalty: 2603.906006
	Iteration 26Q: 3 clusters Score -370720.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -370721.218750 Penalty: 2603.906006
	Iteration 27Q: 3 clusters Score -370721.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -370721.750000 Penalty: 2603.906006
	Iteration 28Q: 3 clusters Score -370721.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -370722.093750 Penalty: 2603.906006
	Iteration 29Q: 3 clusters Score -370722.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -370723.062500 Penalty: 2603.906006
	Iteration 30Q: 3 clusters Score -370723.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -370723.062500 Penalty: 2603.906006
	Iteration 31F: 3 clusters Score -370723.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 8915 members 
Mstep: Class 3 contains 100546 members 
Mstep: Class 4 contains 10461 members 
Mstep: Class 5 contains 2246 members 
Mstep: Class 6 contains 30516 members 
Mstep: Class 7 contains 13360 members 
Mstep: Class 8 contains 8115 members 
Mstep: Class 9 contains 18201 members 
Mstep: Class 10 contains 9571 members 
Mstep: Class 11 contains 7503 members 
Mstep: Class 12 contains 3231 members 
Mstep: Class 13 contains 17946 members 
Mstep: Class 14 contains 38195 members 
Mstep: Class 15 contains 39868 members 
Mstep: Class 16 contains 3759 members 
Mstep: Class 17 contains 5780 members 
Mstep: Class 18 contains 47481 members 
Mstep: Class 19 contains 3437 members 
Mstep: Class 20 contains 3162 members 
Mstep: Class 21 contains 1108 members 
Mstep: Class 22 contains 3319 members 
Mstep: Class 23 contains 44128 members 
Mstep: Class 24 contains 13014 members 
Mstep: Class 25 contains 12667 members 
Mstep: Class 26 contains 2901 members 
Mstep: Class 27 contains 10218 members 
Mstep: Class 28 contains 2334 members 
Mstep: Class 29 contains 25621 members 
Mstep: Class 30 contains 37779 members 
Mstep: Class 31 contains 4588 members 
Mstep: Class 32 contains 23754 members 
Mstep: Class 33 contains 12277 members 
Mstep: Class 34 contains 6117 members 
Mstep: Class 35 contains 4609 members 
Mstep: Class 36 contains 2380 members 
Mstep: Class 37 contains 17790 members 
Mstep: Class 38 contains 8795 members 
Mstep: Class 39 contains 4970 members 
Mstep: Class 40 contains 14621 members 
Mstep: Class 41 contains 10863 members 
Mstep: Class 42 contains 13302 members 
Mstep: Class 43 contains 144506 members 
Mstep: Class 44 contains 23153 members 
Mstep: Class 45 contains 3017 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100313912.000000 Penalty: 99580.367188
Iteration 199Q: 46 clusters Score -1.003139e+08 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 8915 members 
Mstep: Class 3 contains 100544 members 
Mstep: Class 4 contains 10462 members 
Mstep: Class 5 contains 2246 members 
Mstep: Class 6 contains 30169 members 
Mstep: Class 7 contains 13373 members 
Mstep: Class 8 contains 8115 members 
Mstep: Class 9 contains 18201 members 
Mstep: Class 10 contains 9575 members 
Mstep: Class 11 contains 7517 members 
Mstep: Class 12 contains 3231 members 
Mstep: Class 13 contains 17946 members 
Mstep: Class 14 contains 38201 members 
Mstep: Class 15 contains 39849 members 
Mstep: Class 16 contains 3759 members 
Mstep: Class 17 contains 5780 members 
Mstep: Class 18 contains 47482 members 
Mstep: Class 19 contains 3439 members 
Mstep: Class 20 contains 3162 members 
Mstep: Class 21 contains 1108 members 
Mstep: Class 22 contains 3319 members 
Mstep: Class 23 contains 44140 members 
Mstep: Class 24 contains 13014 members 
Mstep: Class 25 contains 12667 members 
Mstep: Class 26 contains 2899 members 
Mstep: Class 27 contains 10212 members 
Mstep: Class 28 contains 2334 members 
Mstep: Class 29 contains 25622 members 
Mstep: Class 30 contains 37725 members 
Mstep: Class 31 contains 4590 members 
Mstep: Class 32 contains 23755 members 
Mstep: Class 33 contains 12279 members 
Mstep: Class 34 contains 6116 members 
Mstep: Class 35 contains 4611 members 
Mstep: Class 36 contains 2380 members 
Mstep: Class 37 contains 17792 members 
Mstep: Class 38 contains 8796 members 
Mstep: Class 39 contains 4971 members 
Mstep: Class 40 contains 14620 members 
Mstep: Class 41 contains 10865 members 
Mstep: Class 42 contains 13308 members 
Mstep: Class 43 contains 144515 members 
Mstep: Class 44 contains 23508 members 
Mstep: Class 45 contains 3012 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100314040.000000 Penalty: 99580.367188
Iteration 200F: 46 clusters Score -1.00314e+08 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 8915 members 
Mstep: Class 3 contains 100538 members 
Mstep: Class 4 contains 10463 members 
Mstep: Class 5 contains 2246 members 
Mstep: Class 6 contains 29828 members 
Mstep: Class 7 contains 13393 members 
Mstep: Class 8 contains 8116 members 
Mstep: Class 9 contains 18201 members 
Mstep: Class 10 contains 9578 members 
Mstep: Class 11 contains 7543 members 
Mstep: Class 12 contains 3231 members 
Mstep: Class 13 contains 17942 members 
Mstep: Class 14 contains 38201 members 
Mstep: Class 15 contains 39834 members 
Mstep: Class 16 contains 3759 members 
Mstep: Class 17 contains 5780 members 
Mstep: Class 18 contains 47481 members 
Mstep: Class 19 contains 3443 members 
Mstep: Class 20 contains 3162 members 
Mstep: Class 21 contains 1108 members 
Mstep: Class 22 contains 3319 members 
Mstep: Class 23 contains 44141 members 
Mstep: Class 24 contains 13014 members 
Mstep: Class 25 contains 12667 members 
Mstep: Class 26 contains 2899 members 
Mstep: Class 27 contains 10208 members 
Mstep: Class 28 contains 2334 members 
Mstep: Class 29 contains 25625 members 
Mstep: Class 30 contains 37674 members 
Mstep: Class 31 contains 4588 members 
Mstep: Class 32 contains 23756 members 
Mstep: Class 33 contains 12282 members 
Mstep: Class 34 contains 6116 members 
Mstep: Class 35 contains 4613 members 
Mstep: Class 36 contains 2380 members 
Mstep: Class 37 contains 17793 members 
Mstep: Class 38 contains 8795 members 
Mstep: Class 39 contains 4973 members 
Mstep: Class 40 contains 14621 members 
Mstep: Class 41 contains 10864 members 
Mstep: Class 42 contains 13311 members 
Mstep: Class 43 contains 144511 members 
Mstep: Class 44 contains 23870 members 
Mstep: Class 45 contains 3008 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100314248.000000 Penalty: 99580.367188
Iteration 201Q: 46 clusters Score -1.003142e+08 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 8915 members 
Mstep: Class 3 contains 100532 members 
Mstep: Class 4 contains 10463 members 
Mstep: Class 5 contains 2246 members 
Mstep: Class 6 contains 29469 members 
Mstep: Class 7 contains 13418 members 
Mstep: Class 8 contains 8117 members 
Mstep: Class 9 contains 18201 members 
Mstep: Class 10 contains 9587 members 
Mstep: Class 11 contains 7569 members 
Mstep: Class 12 contains 3231 members 
Mstep: Class 13 contains 17945 members 
Mstep: Class 14 contains 38209 members 
Mstep: Class 15 contains 39826 members 
Mstep: Class 16 contains 3759 members 
Mstep: Class 17 contains 5783 members 
Mstep: Class 18 contains 47480 members 
Mstep: Class 19 contains 3443 members 
Mstep: Class 20 contains 3162 members 
Mstep: Class 21 contains 1108 members 
Mstep: Class 22 contains 3318 members 
Mstep: Class 23 contains 44160 members 
Mstep: Class 24 contains 13014 members 
Mstep: Class 25 contains 12667 members 
Mstep: Class 26 contains 2899 members 
Mstep: Class 27 contains 10212 members 
Mstep: Class 28 contains 2334 members 
Mstep: Class 29 contains 25622 members 
Mstep: Class 30 contains 37604 members 
Mstep: Class 31 contains 4581 members 
Mstep: Class 32 contains 23757 members 
Mstep: Class 33 contains 12283 members 
Mstep: Class 34 contains 6117 members 
Mstep: Class 35 contains 4615 members 
Mstep: Class 36 contains 2379 members 
Mstep: Class 37 contains 17793 members 
Mstep: Class 38 contains 8795 members 
Mstep: Class 39 contains 4976 members 
Mstep: Class 40 contains 14620 members 
Mstep: Class 41 contains 10863 members 
Mstep: Class 42 contains 13317 members 
Mstep: Class 43 contains 144506 members 
Mstep: Class 44 contains 24227 members 
Mstep: Class 45 contains 3002 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100314192.000000 Penalty: 99580.367188
Iteration 202Q: 46 clusters Score -1.003142e+08 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 8915 members 
Mstep: Class 3 contains 100529 members 
Mstep: Class 4 contains 10463 members 
Mstep: Class 5 contains 2246 members 
Mstep: Class 6 contains 29106 members 
Mstep: Class 7 contains 13437 members 
Mstep: Class 8 contains 8116 members 
Mstep: Class 9 contains 18203 members 
Mstep: Class 10 contains 9583 members 
Mstep: Class 11 contains 7619 members 
Mstep: Class 12 contains 3231 members 
Mstep: Class 13 contains 17942 members 
Mstep: Class 14 contains 38214 members 
Mstep: Class 15 contains 39824 members 
Mstep: Class 16 contains 3758 members 
Mstep: Class 17 contains 5780 members 
Mstep: Class 18 contains 47478 members 
Mstep: Class 19 contains 3449 members 
Mstep: Class 20 contains 3162 members 
Mstep: Class 21 contains 1108 members 
Mstep: Class 22 contains 3319 members 
Mstep: Class 23 contains 44168 members 
Mstep: Class 24 contains 13014 members 
Mstep: Class 25 contains 12667 members 
Mstep: Class 26 contains 2899 members 
Mstep: Class 27 contains 10219 members 
Mstep: Class 28 contains 2334 members 
Mstep: Class 29 contains 25621 members 
Mstep: Class 30 contains 37539 members 
Mstep: Class 31 contains 4578 members 
Mstep: Class 32 contains 23756 members 
Mstep: Class 33 contains 12275 members 
Mstep: Class 34 contains 6117 members 
Mstep: Class 35 contains 4615 members 
Mstep: Class 36 contains 2379 members 
Mstep: Class 37 contains 17795 members 
Mstep: Class 38 contains 8795 members 
Mstep: Class 39 contains 4978 members 
Mstep: Class 40 contains 14620 members 
Mstep: Class 41 contains 10861 members 
Mstep: Class 42 contains 13320 members 
Mstep: Class 43 contains 144503 members 
Mstep: Class 44 contains 24592 members 
Mstep: Class 45 contains 2997 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100314296.000000 Penalty: 99580.367188
Iteration 203Q: 46 clusters Score -1.003143e+08 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 8915 members 
Mstep: Class 3 contains 100527 members 
Mstep: Class 4 contains 10463 members 
Mstep: Class 5 contains 2246 members 
Mstep: Class 6 contains 28760 members 
Mstep: Class 7 contains 13449 members 
Mstep: Class 8 contains 8116 members 
Mstep: Class 9 contains 18203 members 
Mstep: Class 10 contains 9576 members 
Mstep: Class 11 contains 7661 members 
Mstep: Class 12 contains 3231 members 
Mstep: Class 13 contains 17940 members 
Mstep: Class 14 contains 38217 members 
Mstep: Class 15 contains 39811 members 
Mstep: Class 16 contains 3758 members 
Mstep: Class 17 contains 5782 members 
Mstep: Class 18 contains 47479 members 
Mstep: Class 19 contains 3454 members 
Mstep: Class 20 contains 3164 members 
Mstep: Class 21 contains 1108 members 
Mstep: Class 22 contains 3318 members 
Mstep: Class 23 contains 44164 members 
Mstep: Class 24 contains 13015 members 
Mstep: Class 25 contains 12667 members 
Mstep: Class 26 contains 2898 members 
Mstep: Class 27 contains 10224 members 
Mstep: Class 28 contains 2334 members 
Mstep: Class 29 contains 25623 members 
Mstep: Class 30 contains 37495 members 
Mstep: Class 31 contains 4579 members 
Mstep: Class 32 contains 23755 members 
Mstep: Class 33 contains 12268 members 
Mstep: Class 34 contains 6116 members 
Mstep: Class 35 contains 4615 members 
Mstep: Class 36 contains 2379 members 
Mstep: Class 37 contains 17795 members 
Mstep: Class 38 contains 8797 members 
Mstep: Class 39 contains 4980 members 
Mstep: Class 40 contains 14620 members 
Mstep: Class 41 contains 10861 members 
Mstep: Class 42 contains 13321 members 
Mstep: Class 43 contains 144507 members 
Mstep: Class 44 contains 24944 members 
Mstep: Class 45 contains 2989 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100314256.000000 Penalty: 99580.367188
Iteration 204Q: 46 clusters Score -1.003143e+08 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 8915 members 
Mstep: Class 3 contains 100519 members 
Mstep: Class 4 contains 10463 members 
Mstep: Class 5 contains 2246 members 
Mstep: Class 6 contains 28429 members 
Mstep: Class 7 contains 13458 members 
Mstep: Class 8 contains 8116 members 
Mstep: Class 9 contains 18202 members 
Mstep: Class 10 contains 9582 members 
Mstep: Class 11 contains 7700 members 
Mstep: Class 12 contains 3231 members 
Mstep: Class 13 contains 17939 members 
Mstep: Class 14 contains 38221 members 
Mstep: Class 15 contains 39804 members 
Mstep: Class 16 contains 3758 members 
Mstep: Class 17 contains 5785 members 
Mstep: Class 18 contains 47480 members 
Mstep: Class 19 contains 3457 members 
Mstep: Class 20 contains 3166 members 
Mstep: Class 21 contains 1108 members 
Mstep: Class 22 contains 3318 members 
Mstep: Class 23 contains 44167 members 
Mstep: Class 24 contains 13015 members 
Mstep: Class 25 contains 12667 members 
Mstep: Class 26 contains 2898 members 
Mstep: Class 27 contains 10233 members 
Mstep: Class 28 contains 2334 members 
Mstep: Class 29 contains 25617 members 
Mstep: Class 30 contains 37447 members 
Mstep: Class 31 contains 4577 members 
Mstep: Class 32 contains 23754 members 
Mstep: Class 33 contains 12270 members 
Mstep: Class 34 contains 6114 members 
Mstep: Class 35 contains 4615 members 
Mstep: Class 36 contains 2379 members 
Mstep: Class 37 contains 17798 members 
Mstep: Class 38 contains 8798 members 
Mstep: Class 39 contains 4979 members 
Mstep: Class 40 contains 14619 members 
Mstep: Class 41 contains 10860 members 
Mstep: Class 42 contains 13323 members 
Mstep: Class 43 contains 144502 members 
Mstep: Class 44 contains 25278 members 
Mstep: Class 45 contains 2983 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100314248.000000 Penalty: 99580.367188
Iteration 205Q: 46 clusters Score -1.003142e+08 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 8915 members 
Mstep: Class 3 contains 100514 members 
Mstep: Class 4 contains 10465 members 
Mstep: Class 5 contains 2246 members 
Mstep: Class 6 contains 28100 members 
Mstep: Class 7 contains 13478 members 
Mstep: Class 8 contains 8115 members 
Mstep: Class 9 contains 18202 members 
Mstep: Class 10 contains 9589 members 
Mstep: Class 11 contains 7742 members 
Mstep: Class 12 contains 3231 members 
Mstep: Class 13 contains 17939 members 
Mstep: Class 14 contains 38224 members 
Mstep: Class 15 contains 39801 members 
Mstep: Class 16 contains 3757 members 
Mstep: Class 17 contains 5785 members 
Mstep: Class 18 contains 47482 members 
Mstep: Class 19 contains 3460 members 
Mstep: Class 20 contains 3167 members 
Mstep: Class 21 contains 1108 members 
Mstep: Class 22 contains 3318 members 
Mstep: Class 23 contains 44152 members 
Mstep: Class 24 contains 13015 members 
Mstep: Class 25 contains 12667 members 
Mstep: Class 26 contains 2898 members 
Mstep: Class 27 contains 10226 members 
Mstep: Class 28 contains 2334 members 
Mstep: Class 29 contains 25614 members 
Mstep: Class 30 contains 37405 members 
Mstep: Class 31 contains 4577 members 
Mstep: Class 32 contains 23752 members 
Mstep: Class 33 contains 12268 members 
Mstep: Class 34 contains 6114 members 
Mstep: Class 35 contains 4615 members 
Mstep: Class 36 contains 2379 members 
Mstep: Class 37 contains 17800 members 
Mstep: Class 38 contains 8801 members 
Mstep: Class 39 contains 4978 members 
Mstep: Class 40 contains 14619 members 
Mstep: Class 41 contains 10858 members 
Mstep: Class 42 contains 13325 members 
Mstep: Class 43 contains 144511 members 
Mstep: Class 44 contains 25598 members 
Mstep: Class 45 contains 2980 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100314472.000000 Penalty: 99580.367188
Iteration 206Q: 46 clusters Score -1.003145e+08 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 8915 members 
Mstep: Class 3 contains 100511 members 
Mstep: Class 4 contains 10465 members 
Mstep: Class 5 contains 2246 members 
Mstep: Class 6 contains 27793 members 
Mstep: Class 7 contains 13492 members 
Mstep: Class 8 contains 8115 members 
Mstep: Class 9 contains 18201 members 
Mstep: Class 10 contains 9594 members 
Mstep: Class 11 contains 7780 members 
Mstep: Class 12 contains 3231 members 
Mstep: Class 13 contains 17938 members 
Mstep: Class 14 contains 38230 members 
Mstep: Class 15 contains 39798 members 
Mstep: Class 16 contains 3756 members 
Mstep: Class 17 contains 5784 members 
Mstep: Class 18 contains 47482 members 
Mstep: Class 19 contains 3459 members 
Mstep: Class 20 contains 3168 members 
Mstep: Class 21 contains 1108 members 
Mstep: Class 22 contains 3317 members 
Mstep: Class 23 contains 44143 members 
Mstep: Class 24 contains 13016 members 
Mstep: Class 25 contains 12667 members 
Mstep: Class 26 contains 2897 members 
Mstep: Class 27 contains 10216 members 
Mstep: Class 28 contains 2334 members 
Mstep: Class 29 contains 25612 members 
Mstep: Class 30 contains 37358 members 
Mstep: Class 31 contains 4576 members 
Mstep: Class 32 contains 23754 members 
Mstep: Class 33 contains 12273 members 
Mstep: Class 34 contains 6114 members 
Mstep: Class 35 contains 4617 members 
Mstep: Class 36 contains 2379 members 
Mstep: Class 37 contains 17801 members 
Mstep: Class 38 contains 8802 members 
Mstep: Class 39 contains 4979 members 
Mstep: Class 40 contains 14620 members 
Mstep: Class 41 contains 10858 members 
Mstep: Class 42 contains 13325 members 
Mstep: Class 43 contains 144513 members 
Mstep: Class 44 contains 25909 members 
Mstep: Class 45 contains 2978 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100314472.000000 Penalty: 99580.367188
Iteration 207Q: 46 clusters Score -1.003145e+08 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 8915 members 
Mstep: Class 3 contains 100504 members 
Mstep: Class 4 contains 10465 members 
Mstep: Class 5 contains 2246 members 
Mstep: Class 6 contains 27492 members 
Mstep: Class 7 contains 13502 members 
Mstep: Class 8 contains 8115 members 
Mstep: Class 9 contains 18201 members 
Mstep: Class 10 contains 9596 members 
Mstep: Class 11 contains 7838 members 
Mstep: Class 12 contains 3231 members 
Mstep: Class 13 contains 17936 members 
Mstep: Class 14 contains 38237 members 
Mstep: Class 15 contains 39777 members 
Mstep: Class 16 contains 3757 members 
Mstep: Class 17 contains 5784 members 
Mstep: Class 18 contains 47480 members 
Mstep: Class 19 contains 3459 members 
Mstep: Class 20 contains 3168 members 
Mstep: Class 21 contains 1108 members 
Mstep: Class 22 contains 3318 members 
Mstep: Class 23 contains 44128 members 
Mstep: Class 24 contains 13016 members 
Mstep: Class 25 contains 12667 members 
Mstep: Class 26 contains 2895 members 
Mstep: Class 27 contains 10216 members 
Mstep: Class 28 contains 2334 members 
Mstep: Class 29 contains 25616 members 
Mstep: Class 30 contains 37320 members 
Mstep: Class 31 contains 4573 members 
Mstep: Class 32 contains 23752 members 
Mstep: Class 33 contains 12271 members 
Mstep: Class 34 contains 6115 members 
Mstep: Class 35 contains 4620 members 
Mstep: Class 36 contains 2379 members 
Mstep: Class 37 contains 17803 members 
Mstep: Class 38 contains 8802 members 
Mstep: Class 39 contains 4978 members 
Mstep: Class 40 contains 14621 members 
Mstep: Class 41 contains 10857 members 
Mstep: Class 42 contains 13327 members 
Mstep: Class 43 contains 144516 members 
Mstep: Class 44 contains 26213 members 
Mstep: Class 45 contains 2976 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100314464.000000 Penalty: 99580.367188
Iteration 208Q: 46 clusters Score -1.003145e+08 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 8916 members 
Mstep: Class 3 contains 100502 members 
Mstep: Class 4 contains 10465 members 
Mstep: Class 5 contains 2247 members 
Mstep: Class 6 contains 27239 members 
Mstep: Class 7 contains 13511 members 
Mstep: Class 8 contains 8115 members 
Mstep: Class 9 contains 18201 members 
Mstep: Class 10 contains 9593 members 
Mstep: Class 11 contains 7888 members 
Mstep: Class 12 contains 3231 members 
Mstep: Class 13 contains 17937 members 
Mstep: Class 14 contains 38239 members 
Mstep: Class 15 contains 39756 members 
Mstep: Class 16 contains 3757 members 
Mstep: Class 17 contains 5784 members 
Mstep: Class 18 contains 47480 members 
Mstep: Class 19 contains 3459 members 
Mstep: Class 20 contains 3168 members 
Mstep: Class 21 contains 1108 members 
Mstep: Class 22 contains 3318 members 
Mstep: Class 23 contains 44106 members 
Mstep: Class 24 contains 13016 members 
Mstep: Class 25 contains 12667 members 
Mstep: Class 26 contains 2895 members 
Mstep: Class 27 contains 10208 members 
Mstep: Class 28 contains 2334 members 
Mstep: Class 29 contains 25618 members 
Mstep: Class 30 contains 37286 members 
Mstep: Class 31 contains 4570 members 
Mstep: Class 32 contains 23752 members 
Mstep: Class 33 contains 12272 members 
Mstep: Class 34 contains 6115 members 
Mstep: Class 35 contains 4620 members 
Mstep: Class 36 contains 2379 members 
Mstep: Class 37 contains 17804 members 
Mstep: Class 38 contains 8803 members 
Mstep: Class 39 contains 4978 members 
Mstep: Class 40 contains 14622 members 
Mstep: Class 41 contains 10858 members 
Mstep: Class 42 contains 13329 members 
Mstep: Class 43 contains 144522 members 
Mstep: Class 44 contains 26486 members 
Mstep: Class 45 contains 2970 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100314504.000000 Penalty: 99580.367188
Iteration 209Q: 46 clusters Score -1.003145e+08 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 8916 members 
Mstep: Class 3 contains 100497 members 
Mstep: Class 4 contains 10465 members 
Mstep: Class 5 contains 2247 members 
Mstep: Class 6 contains 26990 members 
Mstep: Class 7 contains 13518 members 
Mstep: Class 8 contains 8115 members 
Mstep: Class 9 contains 18202 members 
Mstep: Class 10 contains 9591 members 
Mstep: Class 11 contains 7938 members 
Mstep: Class 12 contains 3231 members 
Mstep: Class 13 contains 17938 members 
Mstep: Class 14 contains 38241 members 
Mstep: Class 15 contains 39739 members 
Mstep: Class 16 contains 3757 members 
Mstep: Class 17 contains 5779 members 
Mstep: Class 18 contains 47480 members 
Mstep: Class 19 contains 3459 members 
Mstep: Class 20 contains 3169 members 
Mstep: Class 21 contains 1108 members 
Mstep: Class 22 contains 3318 members 
Mstep: Class 23 contains 44091 members 
Mstep: Class 24 contains 13016 members 
Mstep: Class 25 contains 12667 members 
Mstep: Class 26 contains 2895 members 
Mstep: Class 27 contains 10219 members 
Mstep: Class 28 contains 2334 members 
Mstep: Class 29 contains 25616 members 
Mstep: Class 30 contains 37243 members 
Mstep: Class 31 contains 4570 members 
Mstep: Class 32 contains 23752 members 
Mstep: Class 33 contains 12275 members 
Mstep: Class 34 contains 6114 members 
Mstep: Class 35 contains 4619 members 
Mstep: Class 36 contains 2379 members 
Mstep: Class 37 contains 17804 members 
Mstep: Class 38 contains 8803 members 
Mstep: Class 39 contains 4980 members 
Mstep: Class 40 contains 14623 members 
Mstep: Class 41 contains 10858 members 
Mstep: Class 42 contains 13335 members 
Mstep: Class 43 contains 144528 members 
Mstep: Class 44 contains 26738 members 
Mstep: Class 45 contains 2967 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100314400.000000 Penalty: 99580.367188
Iteration 210Q: 46 clusters Score -1.003144e+08 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 8916 members 
Mstep: Class 3 contains 100494 members 
Mstep: Class 4 contains 10465 members 
Mstep: Class 5 contains 2247 members 
Mstep: Class 6 contains 26783 members 
Mstep: Class 7 contains 13531 members 
Mstep: Class 8 contains 8115 members 
Mstep: Class 9 contains 18202 members 
Mstep: Class 10 contains 9590 members 
Mstep: Class 11 contains 7985 members 
Mstep: Class 12 contains 3231 members 
Mstep: Class 13 contains 17941 members 
Mstep: Class 14 contains 38243 members 
Mstep: Class 15 contains 39730 members 
Mstep: Class 16 contains 3757 members 
Mstep: Class 17 contains 5780 members 
Mstep: Class 18 contains 47479 members 
Mstep: Class 19 contains 3460 members 
Mstep: Class 20 contains 3170 members 
Mstep: Class 21 contains 1108 members 
Mstep: Class 22 contains 3318 members 
Mstep: Class 23 contains 44069 members 
Mstep: Class 24 contains 13016 members 
Mstep: Class 25 contains 12667 members 
Mstep: Class 26 contains 2894 members 
Mstep: Class 27 contains 10221 members 
Mstep: Class 28 contains 2334 members 
Mstep: Class 29 contains 25612 members 
Mstep: Class 30 contains 37199 members 
Mstep: Class 31 contains 4570 members 
Mstep: Class 32 contains 23753 members 
Mstep: Class 33 contains 12272 members 
Mstep: Class 34 contains 6112 members 
Mstep: Class 35 contains 4620 members 
Mstep: Class 36 contains 2379 members 
Mstep: Class 37 contains 17804 members 
Mstep: Class 38 contains 8803 members 
Mstep: Class 39 contains 4984 members 
Mstep: Class 40 contains 14623 members 
Mstep: Class 41 contains 10859 members 
Mstep: Class 42 contains 13338 members 
Mstep: Class 43 contains 144541 members 
Mstep: Class 44 contains 26946 members 
Mstep: Class 45 contains 2963 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100314384.000000 Penalty: 99580.367188
Iteration 211Q: 46 clusters Score -1.003144e+08 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 8916 members 
Mstep: Class 3 contains 100495 members 
Mstep: Class 4 contains 10465 members 
Mstep: Class 5 contains 2247 members 
Mstep: Class 6 contains 26604 members 
Mstep: Class 7 contains 13551 members 
Mstep: Class 8 contains 8115 members 
Mstep: Class 9 contains 18203 members 
Mstep: Class 10 contains 9594 members 
Mstep: Class 11 contains 8030 members 
Mstep: Class 12 contains 3231 members 
Mstep: Class 13 contains 17944 members 
Mstep: Class 14 contains 38248 members 
Mstep: Class 15 contains 39718 members 
Mstep: Class 16 contains 3758 members 
Mstep: Class 17 contains 5780 members 
Mstep: Class 18 contains 47477 members 
Mstep: Class 19 contains 3461 members 
Mstep: Class 20 contains 3172 members 
Mstep: Class 21 contains 1108 members 
Mstep: Class 22 contains 3318 members 
Mstep: Class 23 contains 44054 members 
Mstep: Class 24 contains 13017 members 
Mstep: Class 25 contains 12667 members 
Mstep: Class 26 contains 2893 members 
Mstep: Class 27 contains 10228 members 
Mstep: Class 28 contains 2334 members 
Mstep: Class 29 contains 25604 members 
Mstep: Class 30 contains 37139 members 
Mstep: Class 31 contains 4570 members 
Mstep: Class 32 contains 23754 members 
Mstep: Class 33 contains 12270 members 
Mstep: Class 34 contains 6111 members 
Mstep: Class 35 contains 4623 members 
Mstep: Class 36 contains 2379 members 
Mstep: Class 37 contains 17803 members 
Mstep: Class 38 contains 8804 members 
Mstep: Class 39 contains 4985 members 
Mstep: Class 40 contains 14623 members 
Mstep: Class 41 contains 10859 members 
Mstep: Class 42 contains 13337 members 
Mstep: Class 43 contains 144546 members 
Mstep: Class 44 contains 27125 members 
Mstep: Class 45 contains 2964 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100314400.000000 Penalty: 99580.367188
Iteration 212Q: 46 clusters Score -1.003144e+08 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 8916 members 
Mstep: Class 3 contains 100492 members 
Mstep: Class 4 contains 10465 members 
Mstep: Class 5 contains 2247 members 
Mstep: Class 6 contains 26450 members 
Mstep: Class 7 contains 13566 members 
Mstep: Class 8 contains 8115 members 
Mstep: Class 9 contains 18203 members 
Mstep: Class 10 contains 9595 members 
Mstep: Class 11 contains 8077 members 
Mstep: Class 12 contains 3231 members 
Mstep: Class 13 contains 17945 members 
Mstep: Class 14 contains 38255 members 
Mstep: Class 15 contains 39701 members 
Mstep: Class 16 contains 3758 members 
Mstep: Class 17 contains 5778 members 
Mstep: Class 18 contains 47473 members 
Mstep: Class 19 contains 3461 members 
Mstep: Class 20 contains 3172 members 
Mstep: Class 21 contains 1108 members 
Mstep: Class 22 contains 3318 members 
Mstep: Class 23 contains 44044 members 
Mstep: Class 24 contains 13017 members 
Mstep: Class 25 contains 12667 members 
Mstep: Class 26 contains 2894 members 
Mstep: Class 27 contains 10234 members 
Mstep: Class 28 contains 2334 members 
Mstep: Class 29 contains 25601 members 
Mstep: Class 30 contains 37087 members 
Mstep: Class 31 contains 4570 members 
Mstep: Class 32 contains 23754 members 
Mstep: Class 33 contains 12268 members 
Mstep: Class 34 contains 6111 members 
Mstep: Class 35 contains 4625 members 
Mstep: Class 36 contains 2379 members 
Mstep: Class 37 contains 17803 members 
Mstep: Class 38 contains 8804 members 
Mstep: Class 39 contains 4987 members 
Mstep: Class 40 contains 14624 members 
Mstep: Class 41 contains 10858 members 
Mstep: Class 42 contains 13339 members 
Mstep: Class 43 contains 144550 members 
Mstep: Class 44 contains 27285 members 
Mstep: Class 45 contains 2963 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100314416.000000 Penalty: 99580.367188
Iteration 213Q: 46 clusters Score -1.003144e+08 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 8916 members 
Mstep: Class 3 contains 100492 members 
Mstep: Class 4 contains 10465 members 
Mstep: Class 5 contains 2247 members 
Mstep: Class 6 contains 26301 members 
Mstep: Class 7 contains 13587 members 
Mstep: Class 8 contains 8115 members 
Mstep: Class 9 contains 18203 members 
Mstep: Class 10 contains 9597 members 
Mstep: Class 11 contains 8113 members 
Mstep: Class 12 contains 3231 members 
Mstep: Class 13 contains 17946 members 
Mstep: Class 14 contains 38265 members 
Mstep: Class 15 contains 39684 members 
Mstep: Class 16 contains 3758 members 
Mstep: Class 17 contains 5777 members 
Mstep: Class 18 contains 47474 members 
Mstep: Class 19 contains 3461 members 
Mstep: Class 20 contains 3171 members 
Mstep: Class 21 contains 1108 members 
Mstep: Class 22 contains 3318 members 
Mstep: Class 23 contains 44029 members 
Mstep: Class 24 contains 13018 members 
Mstep: Class 25 contains 12667 members 
Mstep: Class 26 contains 2895 members 
Mstep: Class 27 contains 10232 members 
Mstep: Class 28 contains 2334 members 
Mstep: Class 29 contains 25598 members 
Mstep: Class 30 contains 37036 members 
Mstep: Class 31 contains 4573 members 
Mstep: Class 32 contains 23754 members 
Mstep: Class 33 contains 12268 members 
Mstep: Class 34 contains 6111 members 
Mstep: Class 35 contains 4628 members 
Mstep: Class 36 contains 2379 members 
Mstep: Class 37 contains 17803 members 
Mstep: Class 38 contains 8804 members 
Mstep: Class 39 contains 4989 members 
Mstep: Class 40 contains 14625 members 
Mstep: Class 41 contains 10859 members 
Mstep: Class 42 contains 13345 members 
Mstep: Class 43 contains 144549 members 
Mstep: Class 44 contains 27444 members 
Mstep: Class 45 contains 2955 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100314360.000000 Penalty: 99580.367188
Iteration 214Q: 46 clusters Score -1.003144e+08 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 8916 members 
Mstep: Class 3 contains 100492 members 
Mstep: Class 4 contains 10465 members 
Mstep: Class 5 contains 2247 members 
Mstep: Class 6 contains 26155 members 
Mstep: Class 7 contains 13603 members 
Mstep: Class 8 contains 8115 members 
Mstep: Class 9 contains 18204 members 
Mstep: Class 10 contains 9595 members 
Mstep: Class 11 contains 8142 members 
Mstep: Class 12 contains 3231 members 
Mstep: Class 13 contains 17948 members 
Mstep: Class 14 contains 38271 members 
Mstep: Class 15 contains 39676 members 
Mstep: Class 16 contains 3758 members 
Mstep: Class 17 contains 5779 members 
Mstep: Class 18 contains 47474 members 
Mstep: Class 19 contains 3460 members 
Mstep: Class 20 contains 3171 members 
Mstep: Class 21 contains 1108 members 
Mstep: Class 22 contains 3318 members 
Mstep: Class 23 contains 44027 members 
Mstep: Class 24 contains 13018 members 
Mstep: Class 25 contains 12667 members 
Mstep: Class 26 contains 2895 members 
Mstep: Class 27 contains 10232 members 
Mstep: Class 28 contains 2334 members 
Mstep: Class 29 contains 25596 members 
Mstep: Class 30 contains 36995 members 
Mstep: Class 31 contains 4574 members 
Mstep: Class 32 contains 23754 members 
Mstep: Class 33 contains 12268 members 
Mstep: Class 34 contains 6109 members 
Mstep: Class 35 contains 4628 members 
Mstep: Class 36 contains 2379 members 
Mstep: Class 37 contains 17803 members 
Mstep: Class 38 contains 8804 members 
Mstep: Class 39 contains 4989 members 
Mstep: Class 40 contains 14626 members 
Mstep: Class 41 contains 10860 members 
Mstep: Class 42 contains 13350 members 
Mstep: Class 43 contains 144545 members 
Mstep: Class 44 contains 27594 members 
Mstep: Class 45 contains 2949 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100314512.000000 Penalty: 99580.367188
Iteration 215Q: 46 clusters Score -1.003145e+08 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 8916 members 
Mstep: Class 3 contains 100496 members 
Mstep: Class 4 contains 10465 members 
Mstep: Class 5 contains 2247 members 
Mstep: Class 6 contains 26000 members 
Mstep: Class 7 contains 13622 members 
Mstep: Class 8 contains 8115 members 
Mstep: Class 9 contains 18201 members 
Mstep: Class 10 contains 9586 members 
Mstep: Class 11 contains 8176 members 
Mstep: Class 12 contains 3231 members 
Mstep: Class 13 contains 17949 members 
Mstep: Class 14 contains 38273 members 
Mstep: Class 15 contains 39664 members 
Mstep: Class 16 contains 3758 members 
Mstep: Class 17 contains 5780 members 
Mstep: Class 18 contains 47471 members 
Mstep: Class 19 contains 3460 members 
Mstep: Class 20 contains 3170 members 
Mstep: Class 21 contains 1108 members 
Mstep: Class 22 contains 3318 members 
Mstep: Class 23 contains 44012 members 
Mstep: Class 24 contains 13018 members 
Mstep: Class 25 contains 12667 members 
Mstep: Class 26 contains 2896 members 
Mstep: Class 27 contains 10236 members 
Mstep: Class 28 contains 2334 members 
Mstep: Class 29 contains 25596 members 
Mstep: Class 30 contains 36958 members 
Mstep: Class 31 contains 4572 members 
Mstep: Class 32 contains 23754 members 
Mstep: Class 33 contains 12271 members 
Mstep: Class 34 contains 6108 members 
Mstep: Class 35 contains 4628 members 
Mstep: Class 36 contains 2379 members 
Mstep: Class 37 contains 17804 members 
Mstep: Class 38 contains 8804 members 
Mstep: Class 39 contains 4989 members 
Mstep: Class 40 contains 14625 members 
Mstep: Class 41 contains 10860 members 
Mstep: Class 42 contains 13356 members 
Mstep: Class 43 contains 144547 members 
Mstep: Class 44 contains 27756 members 
Mstep: Class 45 contains 2948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100314416.000000 Penalty: 99580.367188
Iteration 216Q: 46 clusters Score -1.003144e+08 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 8916 members 
Mstep: Class 3 contains 100495 members 
Mstep: Class 4 contains 10465 members 
Mstep: Class 5 contains 2247 members 
Mstep: Class 6 contains 25879 members 
Mstep: Class 7 contains 13633 members 
Mstep: Class 8 contains 8115 members 
Mstep: Class 9 contains 18201 members 
Mstep: Class 10 contains 9575 members 
Mstep: Class 11 contains 8203 members 
Mstep: Class 12 contains 3231 members 
Mstep: Class 13 contains 17950 members 
Mstep: Class 14 contains 38275 members 
Mstep: Class 15 contains 39659 members 
Mstep: Class 16 contains 3758 members 
Mstep: Class 17 contains 5780 members 
Mstep: Class 18 contains 47472 members 
Mstep: Class 19 contains 3461 members 
Mstep: Class 20 contains 3169 members 
Mstep: Class 21 contains 1108 members 
Mstep: Class 22 contains 3318 members 
Mstep: Class 23 contains 44001 members 
Mstep: Class 24 contains 13017 members 
Mstep: Class 25 contains 12667 members 
Mstep: Class 26 contains 2896 members 
Mstep: Class 27 contains 10235 members 
Mstep: Class 28 contains 2334 members 
Mstep: Class 29 contains 25593 members 
Mstep: Class 30 contains 36915 members 
Mstep: Class 31 contains 4570 members 
Mstep: Class 32 contains 23756 members 
Mstep: Class 33 contains 12272 members 
Mstep: Class 34 contains 6108 members 
Mstep: Class 35 contains 4628 members 
Mstep: Class 36 contains 2379 members 
Mstep: Class 37 contains 17805 members 
Mstep: Class 38 contains 8803 members 
Mstep: Class 39 contains 4989 members 
Mstep: Class 40 contains 14625 members 
Mstep: Class 41 contains 10861 members 
Mstep: Class 42 contains 13366 members 
Mstep: Class 43 contains 144553 members 
Mstep: Class 44 contains 27896 members 
Mstep: Class 45 contains 2945 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100314456.000000 Penalty: 99580.367188
Iteration 217Q: 46 clusters Score -1.003145e+08 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 8916 members 
Mstep: Class 3 contains 100497 members 
Mstep: Class 4 contains 10465 members 
Mstep: Class 5 contains 2247 members 
Mstep: Class 6 contains 25783 members 
Mstep: Class 7 contains 13645 members 
Mstep: Class 8 contains 8115 members 
Mstep: Class 9 contains 18204 members 
Mstep: Class 10 contains 9566 members 
Mstep: Class 11 contains 8231 members 
Mstep: Class 12 contains 3231 members 
Mstep: Class 13 contains 17951 members 
Mstep: Class 14 contains 38277 members 
Mstep: Class 15 contains 39649 members 
Mstep: Class 16 contains 3758 members 
Mstep: Class 17 contains 5781 members 
Mstep: Class 18 contains 47469 members 
Mstep: Class 19 contains 3461 members 
Mstep: Class 20 contains 3168 members 
Mstep: Class 21 contains 1108 members 
Mstep: Class 22 contains 3318 members 
Mstep: Class 23 contains 43996 members 
Mstep: Class 24 contains 13017 members 
Mstep: Class 25 contains 12667 members 
Mstep: Class 26 contains 2896 members 
Mstep: Class 27 contains 10234 members 
Mstep: Class 28 contains 2334 members 
Mstep: Class 29 contains 25593 members 
Mstep: Class 30 contains 36877 members 
Mstep: Class 31 contains 4569 members 
Mstep: Class 32 contains 23759 members 
Mstep: Class 33 contains 12276 members 
Mstep: Class 34 contains 6108 members 
Mstep: Class 35 contains 4628 members 
Mstep: Class 36 contains 2379 members 
Mstep: Class 37 contains 17805 members 
Mstep: Class 38 contains 8802 members 
Mstep: Class 39 contains 4989 members 
Mstep: Class 40 contains 14624 members 
Mstep: Class 41 contains 10861 members 
Mstep: Class 42 contains 13374 members 
Mstep: Class 43 contains 144554 members 
Mstep: Class 44 contains 27999 members 
Mstep: Class 45 contains 2943 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100314384.000000 Penalty: 99580.367188
Iteration 218Q: 46 clusters Score -1.003144e+08 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 8916 members 
Mstep: Class 3 contains 100491 members 
Mstep: Class 4 contains 10465 members 
Mstep: Class 5 contains 2247 members 
Mstep: Class 6 contains 25693 members 
Mstep: Class 7 contains 13659 members 
Mstep: Class 8 contains 8115 members 
Mstep: Class 9 contains 18204 members 
Mstep: Class 10 contains 9564 members 
Mstep: Class 11 contains 8258 members 
Mstep: Class 12 contains 3231 members 
Mstep: Class 13 contains 17951 members 
Mstep: Class 14 contains 38279 members 
Mstep: Class 15 contains 39642 members 
Mstep: Class 16 contains 3757 members 
Mstep: Class 17 contains 5783 members 
Mstep: Class 18 contains 47466 members 
Mstep: Class 19 contains 3461 members 
Mstep: Class 20 contains 3168 members 
Mstep: Class 21 contains 1108 members 
Mstep: Class 22 contains 3318 members 
Mstep: Class 23 contains 43996 members 
Mstep: Class 24 contains 13017 members 
Mstep: Class 25 contains 12667 members 
Mstep: Class 26 contains 2896 members 
Mstep: Class 27 contains 10239 members 
Mstep: Class 28 contains 2334 members 
Mstep: Class 29 contains 25598 members 
Mstep: Class 30 contains 36833 members 
Mstep: Class 31 contains 4569 members 
Mstep: Class 32 contains 23760 members 
Mstep: Class 33 contains 12277 members 
Mstep: Class 34 contains 6108 members 
Mstep: Class 35 contains 4629 members 
Mstep: Class 36 contains 2379 members 
Mstep: Class 37 contains 17806 members 
Mstep: Class 38 contains 8802 members 
Mstep: Class 39 contains 4988 members 
Mstep: Class 40 contains 14624 members 
Mstep: Class 41 contains 10862 members 
Mstep: Class 42 contains 13382 members 
Mstep: Class 43 contains 144553 members 
Mstep: Class 44 contains 28087 members 
Mstep: Class 45 contains 2942 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100314464.000000 Penalty: 99580.367188
Iteration 219Q: 46 clusters Score -1.003145e+08 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 8916 members 
Mstep: Class 3 contains 100491 members 
Mstep: Class 4 contains 10465 members 
Mstep: Class 5 contains 2247 members 
Mstep: Class 6 contains 25613 members 
Mstep: Class 7 contains 13679 members 
Mstep: Class 8 contains 8115 members 
Mstep: Class 9 contains 18204 members 
Mstep: Class 10 contains 9566 members 
Mstep: Class 11 contains 8286 members 
Mstep: Class 12 contains 3231 members 
Mstep: Class 13 contains 17951 members 
Mstep: Class 14 contains 38278 members 
Mstep: Class 15 contains 39628 members 
Mstep: Class 16 contains 3756 members 
Mstep: Class 17 contains 5784 members 
Mstep: Class 18 contains 47465 members 
Mstep: Class 19 contains 3461 members 
Mstep: Class 20 contains 3168 members 
Mstep: Class 21 contains 1108 members 
Mstep: Class 22 contains 3317 members 
Mstep: Class 23 contains 43990 members 
Mstep: Class 24 contains 13017 members 
Mstep: Class 25 contains 12667 members 
Mstep: Class 26 contains 2896 members 
Mstep: Class 27 contains 10239 members 
Mstep: Class 28 contains 2334 members 
Mstep: Class 29 contains 25603 members 
Mstep: Class 30 contains 36786 members 
Mstep: Class 31 contains 4566 members 
Mstep: Class 32 contains 23761 members 
Mstep: Class 33 contains 12278 members 
Mstep: Class 34 contains 6107 members 
Mstep: Class 35 contains 4630 members 
Mstep: Class 36 contains 2379 members 
Mstep: Class 37 contains 17806 members 
Mstep: Class 38 contains 8802 members 
Mstep: Class 39 contains 4989 members 
Mstep: Class 40 contains 14624 members 
Mstep: Class 41 contains 10862 members 
Mstep: Class 42 contains 13390 members 
Mstep: Class 43 contains 144556 members 
Mstep: Class 44 contains 28173 members 
Mstep: Class 45 contains 2940 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100314504.000000 Penalty: 99580.367188
Iteration 220F: 46 clusters Score -1.003145e+08 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 8916 members 
Mstep: Class 3 contains 100490 members 
Mstep: Class 4 contains 10465 members 
Mstep: Class 5 contains 2247 members 
Mstep: Class 6 contains 25527 members 
Mstep: Class 7 contains 13699 members 
Mstep: Class 8 contains 8115 members 
Mstep: Class 9 contains 18202 members 
Mstep: Class 10 contains 9564 members 
Mstep: Class 11 contains 8311 members 
Mstep: Class 12 contains 3231 members 
Mstep: Class 13 contains 17952 members 
Mstep: Class 14 contains 38278 members 
Mstep: Class 15 contains 39618 members 
Mstep: Class 16 contains 3756 members 
Mstep: Class 17 contains 5785 members 
Mstep: Class 18 contains 47467 members 
Mstep: Class 19 contains 3461 members 
Mstep: Class 20 contains 3168 members 
Mstep: Class 21 contains 1108 members 
Mstep: Class 22 contains 3317 members 
Mstep: Class 23 contains 43985 members 
Mstep: Class 24 contains 13017 members 
Mstep: Class 25 contains 12667 members 
Mstep: Class 26 contains 2895 members 
Mstep: Class 27 contains 10243 members 
Mstep: Class 28 contains 2334 members 
Mstep: Class 29 contains 25601 members 
Mstep: Class 30 contains 36743 members 
Mstep: Class 31 contains 4566 members 
Mstep: Class 32 contains 23762 members 
Mstep: Class 33 contains 12279 members 
Mstep: Class 34 contains 6107 members 
Mstep: Class 35 contains 4629 members 
Mstep: Class 36 contains 2379 members 
Mstep: Class 37 contains 17806 members 
Mstep: Class 38 contains 8803 members 
Mstep: Class 39 contains 4990 members 
Mstep: Class 40 contains 14625 members 
Mstep: Class 41 contains 10862 members 
Mstep: Class 42 contains 13400 members 
Mstep: Class 43 contains 144553 members 
Mstep: Class 44 contains 28263 members 
Mstep: Class 45 contains 2938 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100314432.000000 Penalty: 99580.367188
Iteration 221Q: 46 clusters Score -1.003144e+08 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 8916 members 
Mstep: Class 3 contains 100492 members 
Mstep: Class 4 contains 10465 members 
Mstep: Class 5 contains 2247 members 
Mstep: Class 6 contains 25445 members 
Mstep: Class 7 contains 13728 members 
Mstep: Class 8 contains 8115 members 
Mstep: Class 9 contains 18202 members 
Mstep: Class 10 contains 9556 members 
Mstep: Class 11 contains 8327 members 
Mstep: Class 12 contains 3231 members 
Mstep: Class 13 contains 17954 members 
Mstep: Class 14 contains 38280 members 
Mstep: Class 15 contains 39608 members 
Mstep: Class 16 contains 3755 members 
Mstep: Class 17 contains 5786 members 
Mstep: Class 18 contains 47467 members 
Mstep: Class 19 contains 3461 members 
Mstep: Class 20 contains 3168 members 
Mstep: Class 21 contains 1108 members 
Mstep: Class 22 contains 3317 members 
Mstep: Class 23 contains 43979 members 
Mstep: Class 24 contains 13017 members 
Mstep: Class 25 contains 12667 members 
Mstep: Class 26 contains 2895 members 
Mstep: Class 27 contains 10251 members 
Mstep: Class 28 contains 2334 members 
Mstep: Class 29 contains 25601 members 
Mstep: Class 30 contains 36698 members 
Mstep: Class 31 contains 4566 members 
Mstep: Class 32 contains 23763 members 
Mstep: Class 33 contains 12279 members 
Mstep: Class 34 contains 6107 members 
Mstep: Class 35 contains 4629 members 
Mstep: Class 36 contains 2379 members 
Mstep: Class 37 contains 17805 members 
Mstep: Class 38 contains 8802 members 
Mstep: Class 39 contains 4990 members 
Mstep: Class 40 contains 14626 members 
Mstep: Class 41 contains 10862 members 
Mstep: Class 42 contains 13407 members 
Mstep: Class 43 contains 144549 members 
Mstep: Class 44 contains 28353 members 
Mstep: Class 45 contains 2937 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100314432.000000 Penalty: 99580.367188
Iteration 222Q: 46 clusters Score -1.003144e+08 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 8916 members 
Mstep: Class 3 contains 100492 members 
Mstep: Class 4 contains 10465 members 
Mstep: Class 5 contains 2247 members 
Mstep: Class 6 contains 25364 members 
Mstep: Class 7 contains 13756 members 
Mstep: Class 8 contains 8115 members 
Mstep: Class 9 contains 18201 members 
Mstep: Class 10 contains 9546 members 
Mstep: Class 11 contains 8341 members 
Mstep: Class 12 contains 3231 members 
Mstep: Class 13 contains 17956 members 
Mstep: Class 14 contains 38282 members 
Mstep: Class 15 contains 39599 members 
Mstep: Class 16 contains 3754 members 
Mstep: Class 17 contains 5789 members 
Mstep: Class 18 contains 47466 members 
Mstep: Class 19 contains 3461 members 
Mstep: Class 20 contains 3168 members 
Mstep: Class 21 contains 1108 members 
Mstep: Class 22 contains 3317 members 
Mstep: Class 23 contains 43977 members 
Mstep: Class 24 contains 13017 members 
Mstep: Class 25 contains 12667 members 
Mstep: Class 26 contains 2895 members 
Mstep: Class 27 contains 10251 members 
Mstep: Class 28 contains 2334 members 
Mstep: Class 29 contains 25602 members 
Mstep: Class 30 contains 36654 members 
Mstep: Class 31 contains 4566 members 
Mstep: Class 32 contains 23763 members 
Mstep: Class 33 contains 12278 members 
Mstep: Class 34 contains 6106 members 
Mstep: Class 35 contains 4628 members 
Mstep: Class 36 contains 2379 members 
Mstep: Class 37 contains 17805 members 
Mstep: Class 38 contains 8800 members 
Mstep: Class 39 contains 4991 members 
Mstep: Class 40 contains 14626 members 
Mstep: Class 41 contains 10863 members 
Mstep: Class 42 contains 13411 members 
Mstep: Class 43 contains 144549 members 
Mstep: Class 44 contains 28453 members 
Mstep: Class 45 contains 2935 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100314440.000000 Penalty: 99580.367188
Iteration 223Q: 46 clusters Score -1.003144e+08 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 8917 members 
Mstep: Class 3 contains 100492 members 
Mstep: Class 4 contains 10465 members 
Mstep: Class 5 contains 2247 members 
Mstep: Class 6 contains 25270 members 
Mstep: Class 7 contains 13764 members 
Mstep: Class 8 contains 8115 members 
Mstep: Class 9 contains 18202 members 
Mstep: Class 10 contains 9538 members 
Mstep: Class 11 contains 8354 members 
Mstep: Class 12 contains 3231 members 
Mstep: Class 13 contains 17961 members 
Mstep: Class 14 contains 38282 members 
Mstep: Class 15 contains 39581 members 
Mstep: Class 16 contains 3754 members 
Mstep: Class 17 contains 5793 members 
Mstep: Class 18 contains 47466 members 
Mstep: Class 19 contains 3461 members 
Mstep: Class 20 contains 3168 members 
Mstep: Class 21 contains 1108 members 
Mstep: Class 22 contains 3317 members 
Mstep: Class 23 contains 43978 members 
Mstep: Class 24 contains 13017 members 
Mstep: Class 25 contains 12667 members 
Mstep: Class 26 contains 2895 members 
Mstep: Class 27 contains 10252 members 
Mstep: Class 28 contains 2334 members 
Mstep: Class 29 contains 25604 members 
Mstep: Class 30 contains 36615 members 
Mstep: Class 31 contains 4567 members 
Mstep: Class 32 contains 23761 members 
Mstep: Class 33 contains 12280 members 
Mstep: Class 34 contains 6104 members 
Mstep: Class 35 contains 4629 members 
Mstep: Class 36 contains 2379 members 
Mstep: Class 37 contains 17805 members 
Mstep: Class 38 contains 8799 members 
Mstep: Class 39 contains 4993 members 
Mstep: Class 40 contains 14627 members 
Mstep: Class 41 contains 10865 members 
Mstep: Class 42 contains 13422 members 
Mstep: Class 43 contains 144554 members 
Mstep: Class 44 contains 28556 members 
Mstep: Class 45 contains 2935 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100314488.000000 Penalty: 99580.367188
Iteration 224Q: 46 clusters Score -1.003145e+08 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 8917 members 
Mstep: Class 3 contains 100490 members 
Mstep: Class 4 contains 10465 members 
Mstep: Class 5 contains 2247 members 
Mstep: Class 6 contains 25190 members 
Mstep: Class 7 contains 13778 members 
Mstep: Class 8 contains 8115 members 
Mstep: Class 9 contains 18204 members 
Mstep: Class 10 contains 9532 members 
Mstep: Class 11 contains 8377 members 
Mstep: Class 12 contains 3231 members 
Mstep: Class 13 contains 17965 members 
Mstep: Class 14 contains 38282 members 
Mstep: Class 15 contains 39564 members 
Mstep: Class 16 contains 3754 members 
Mstep: Class 17 contains 5797 members 
Mstep: Class 18 contains 47466 members 
Mstep: Class 19 contains 3461 members 
Mstep: Class 20 contains 3169 members 
Mstep: Class 21 contains 1108 members 
Mstep: Class 22 contains 3317 members 
Mstep: Class 23 contains 43975 members 
Mstep: Class 24 contains 13017 members 
Mstep: Class 25 contains 12667 members 
Mstep: Class 26 contains 2895 members 
Mstep: Class 27 contains 10255 members 
Mstep: Class 28 contains 2334 members 
Mstep: Class 29 contains 25602 members 
Mstep: Class 30 contains 36576 members 
Mstep: Class 31 contains 4567 members 
Mstep: Class 32 contains 23761 members 
Mstep: Class 33 contains 12282 members 
Mstep: Class 34 contains 6104 members 
Mstep: Class 35 contains 4633 members 
Mstep: Class 36 contains 2379 members 
Mstep: Class 37 contains 17805 members 
Mstep: Class 38 contains 8800 members 
Mstep: Class 39 contains 4993 members 
Mstep: Class 40 contains 14627 members 
Mstep: Class 41 contains 10864 members 
Mstep: Class 42 contains 13427 members 
Mstep: Class 43 contains 144560 members 
Mstep: Class 44 contains 28638 members 
Mstep: Class 45 contains 2934 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100314512.000000 Penalty: 99580.367188
Iteration 225Q: 46 clusters Score -1.003145e+08 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 8917 members 
Mstep: Class 3 contains 100487 members 
Mstep: Class 4 contains 10465 members 
Mstep: Class 5 contains 2247 members 
Mstep: Class 6 contains 25118 members 
Mstep: Class 7 contains 13795 members 
Mstep: Class 8 contains 8115 members 
Mstep: Class 9 contains 18205 members 
Mstep: Class 10 contains 9531 members 
Mstep: Class 11 contains 8398 members 
Mstep: Class 12 contains 3231 members 
Mstep: Class 13 contains 17968 members 
Mstep: Class 14 contains 38284 members 
Mstep: Class 15 contains 39550 members 
Mstep: Class 16 contains 3754 members 
Mstep: Class 17 contains 5798 members 
Mstep: Class 18 contains 47466 members 
Mstep: Class 19 contains 3461 members 
Mstep: Class 20 contains 3170 members 
Mstep: Class 21 contains 1108 members 
Mstep: Class 22 contains 3317 members 
Mstep: Class 23 contains 43972 members 
Mstep: Class 24 contains 13017 members 
Mstep: Class 25 contains 12667 members 
Mstep: Class 26 contains 2895 members 
Mstep: Class 27 contains 10253 members 
Mstep: Class 28 contains 2334 members 
Mstep: Class 29 contains 25598 members 
Mstep: Class 30 contains 36541 members 
Mstep: Class 31 contains 4568 members 
Mstep: Class 32 contains 23760 members 
Mstep: Class 33 contains 12286 members 
Mstep: Class 34 contains 6104 members 
Mstep: Class 35 contains 4637 members 
Mstep: Class 36 contains 2379 members 
Mstep: Class 37 contains 17805 members 
Mstep: Class 38 contains 8799 members 
Mstep: Class 39 contains 4995 members 
Mstep: Class 40 contains 14627 members 
Mstep: Class 41 contains 10862 members 
Mstep: Class 42 contains 13432 members 
Mstep: Class 43 contains 144564 members 
Mstep: Class 44 contains 28712 members 
Mstep: Class 45 contains 2932 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100314592.000000 Penalty: 99580.367188
Iteration 226Q: 46 clusters Score -1.003146e+08 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 8917 members 
Mstep: Class 3 contains 100484 members 
Mstep: Class 4 contains 10465 members 
Mstep: Class 5 contains 2247 members 
Mstep: Class 6 contains 25060 members 
Mstep: Class 7 contains 13809 members 
Mstep: Class 8 contains 8115 members 
Mstep: Class 9 contains 18205 members 
Mstep: Class 10 contains 9528 members 
Mstep: Class 11 contains 8419 members 
Mstep: Class 12 contains 3231 members 
Mstep: Class 13 contains 17969 members 
Mstep: Class 14 contains 38287 members 
Mstep: Class 15 contains 39544 members 
Mstep: Class 16 contains 3754 members 
Mstep: Class 17 contains 5802 members 
Mstep: Class 18 contains 47466 members 
Mstep: Class 19 contains 3461 members 
Mstep: Class 20 contains 3170 members 
Mstep: Class 21 contains 1108 members 
Mstep: Class 22 contains 3317 members 
Mstep: Class 23 contains 43966 members 
Mstep: Class 24 contains 13018 members 
Mstep: Class 25 contains 12667 members 
Mstep: Class 26 contains 2894 members 
Mstep: Class 27 contains 10255 members 
Mstep: Class 28 contains 2334 members 
Mstep: Class 29 contains 25597 members 
Mstep: Class 30 contains 36498 members 
Mstep: Class 31 contains 4568 members 
Mstep: Class 32 contains 23760 members 
Mstep: Class 33 contains 12290 members 
Mstep: Class 34 contains 6104 members 
Mstep: Class 35 contains 4643 members 
Mstep: Class 36 contains 2379 members 
Mstep: Class 37 contains 17805 members 
Mstep: Class 38 contains 8798 members 
Mstep: Class 39 contains 4994 members 
Mstep: Class 40 contains 14627 members 
Mstep: Class 41 contains 10862 members 
Mstep: Class 42 contains 13436 members 
Mstep: Class 43 contains 144566 members 
Mstep: Class 44 contains 28774 members 
Mstep: Class 45 contains 2931 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100314496.000000 Penalty: 99580.367188
Iteration 227Q: 46 clusters Score -1.003145e+08 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 8917 members 
Mstep: Class 3 contains 100484 members 
Mstep: Class 4 contains 10465 members 
Mstep: Class 5 contains 2247 members 
Mstep: Class 6 contains 25006 members 
Mstep: Class 7 contains 13828 members 
Mstep: Class 8 contains 8115 members 
Mstep: Class 9 contains 18208 members 
Mstep: Class 10 contains 9524 members 
Mstep: Class 11 contains 8439 members 
Mstep: Class 12 contains 3231 members 
Mstep: Class 13 contains 17967 members 
Mstep: Class 14 contains 38288 members 
Mstep: Class 15 contains 39538 members 
Mstep: Class 16 contains 3753 members 
Mstep: Class 17 contains 5805 members 
Mstep: Class 18 contains 47466 members 
Mstep: Class 19 contains 3461 members 
Mstep: Class 20 contains 3170 members 
Mstep: Class 21 contains 1108 members 
Mstep: Class 22 contains 3317 members 
Mstep: Class 23 contains 43965 members 
Mstep: Class 24 contains 13018 members 
Mstep: Class 25 contains 12667 members 
Mstep: Class 26 contains 2894 members 
Mstep: Class 27 contains 10260 members 
Mstep: Class 28 contains 2334 members 
Mstep: Class 29 contains 25596 members 
Mstep: Class 30 contains 36465 members 
Mstep: Class 31 contains 4568 members 
Mstep: Class 32 contains 23760 members 
Mstep: Class 33 contains 12292 members 
Mstep: Class 34 contains 6104 members 
Mstep: Class 35 contains 4646 members 
Mstep: Class 36 contains 2379 members 
Mstep: Class 37 contains 17805 members 
Mstep: Class 38 contains 8798 members 
Mstep: Class 39 contains 4995 members 
Mstep: Class 40 contains 14627 members 
Mstep: Class 41 contains 10862 members 
Mstep: Class 42 contains 13438 members 
Mstep: Class 43 contains 144561 members 
Mstep: Class 44 contains 28821 members 
Mstep: Class 45 contains 2932 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100314648.000000 Penalty: 99580.367188
Iteration 228Q: 46 clusters Score -1.003146e+08 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 8917 members 
Mstep: Class 3 contains 100481 members 
Mstep: Class 4 contains 10465 members 
Mstep: Class 5 contains 2247 members 
Mstep: Class 6 contains 24966 members 
Mstep: Class 7 contains 13834 members 
Mstep: Class 8 contains 8115 members 
Mstep: Class 9 contains 18208 members 
Mstep: Class 10 contains 9522 members 
Mstep: Class 11 contains 8472 members 
Mstep: Class 12 contains 3231 members 
Mstep: Class 13 contains 17967 members 
Mstep: Class 14 contains 38288 members 
Mstep: Class 15 contains 39529 members 
Mstep: Class 16 contains 3752 members 
Mstep: Class 17 contains 5809 members 
Mstep: Class 18 contains 47465 members 
Mstep: Class 19 contains 3461 members 
Mstep: Class 20 contains 3170 members 
Mstep: Class 21 contains 1108 members 
Mstep: Class 22 contains 3316 members 
Mstep: Class 23 contains 43960 members 
Mstep: Class 24 contains 13018 members 
Mstep: Class 25 contains 12667 members 
Mstep: Class 26 contains 2894 members 
Mstep: Class 27 contains 10259 members 
Mstep: Class 28 contains 2334 members 
Mstep: Class 29 contains 25600 members 
Mstep: Class 30 contains 36428 members 
Mstep: Class 31 contains 4568 members 
Mstep: Class 32 contains 23760 members 
Mstep: Class 33 contains 12292 members 
Mstep: Class 34 contains 6104 members 
Mstep: Class 35 contains 4648 members 
Mstep: Class 36 contains 2379 members 
Mstep: Class 37 contains 17805 members 
Mstep: Class 38 contains 8798 members 
Mstep: Class 39 contains 4998 members 
Mstep: Class 40 contains 14627 members 
Mstep: Class 41 contains 10862 members 
Mstep: Class 42 contains 13441 members 
Mstep: Class 43 contains 144565 members 
Mstep: Class 44 contains 28860 members 
Mstep: Class 45 contains 2934 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100314592.000000 Penalty: 99580.367188
Iteration 229Q: 46 clusters Score -1.003146e+08 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 8917 members 
Mstep: Class 3 contains 100483 members 
Mstep: Class 4 contains 10465 members 
Mstep: Class 5 contains 2247 members 
Mstep: Class 6 contains 24929 members 
Mstep: Class 7 contains 13840 members 
Mstep: Class 8 contains 8115 members 
Mstep: Class 9 contains 18208 members 
Mstep: Class 10 contains 9521 members 
Mstep: Class 11 contains 8502 members 
Mstep: Class 12 contains 3231 members 
Mstep: Class 13 contains 17965 members 
Mstep: Class 14 contains 38287 members 
Mstep: Class 15 contains 39512 members 
Mstep: Class 16 contains 3751 members 
Mstep: Class 17 contains 5811 members 
Mstep: Class 18 contains 47465 members 
Mstep: Class 19 contains 3461 members 
Mstep: Class 20 contains 3169 members 
Mstep: Class 21 contains 1108 members 
Mstep: Class 22 contains 3316 members 
Mstep: Class 23 contains 43962 members 
Mstep: Class 24 contains 13018 members 
Mstep: Class 25 contains 12667 members 
Mstep: Class 26 contains 2894 members 
Mstep: Class 27 contains 10260 members 
Mstep: Class 28 contains 2334 members 
Mstep: Class 29 contains 25601 members 
Mstep: Class 30 contains 36396 members 
Mstep: Class 31 contains 4567 members 
Mstep: Class 32 contains 23760 members 
Mstep: Class 33 contains 12298 members 
Mstep: Class 34 contains 6106 members 
Mstep: Class 35 contains 4649 members 
Mstep: Class 36 contains 2379 members 
Mstep: Class 37 contains 17804 members 
Mstep: Class 38 contains 8798 members 
Mstep: Class 39 contains 4999 members 
Mstep: Class 40 contains 14627 members 
Mstep: Class 41 contains 10862 members 
Mstep: Class 42 contains 13443 members 
Mstep: Class 43 contains 144569 members 
Mstep: Class 44 contains 28894 members 
Mstep: Class 45 contains 2934 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100314608.000000 Penalty: 99580.367188
Iteration 230Q: 46 clusters Score -1.003146e+08 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 8917 members 
Mstep: Class 3 contains 100481 members 
Mstep: Class 4 contains 10465 members 
Mstep: Class 5 contains 2247 members 
Mstep: Class 6 contains 24894 members 
Mstep: Class 7 contains 13849 members 
Mstep: Class 8 contains 8115 members 
Mstep: Class 9 contains 18208 members 
Mstep: Class 10 contains 9517 members 
Mstep: Class 11 contains 8535 members 
Mstep: Class 12 contains 3231 members 
Mstep: Class 13 contains 17967 members 
Mstep: Class 14 contains 38290 members 
Mstep: Class 15 contains 39494 members 
Mstep: Class 16 contains 3750 members 
Mstep: Class 17 contains 5816 members 
Mstep: Class 18 contains 47464 members 
Mstep: Class 19 contains 3461 members 
Mstep: Class 20 contains 3168 members 
Mstep: Class 21 contains 1108 members 
Mstep: Class 22 contains 3316 members 
Mstep: Class 23 contains 43959 members 
Mstep: Class 24 contains 13018 members 
Mstep: Class 25 contains 12667 members 
Mstep: Class 26 contains 2894 members 
Mstep: Class 27 contains 10263 members 
Mstep: Class 28 contains 2334 members 
Mstep: Class 29 contains 25601 members 
Mstep: Class 30 contains 36358 members 
Mstep: Class 31 contains 4566 members 
Mstep: Class 32 contains 23760 members 
Mstep: Class 33 contains 12304 members 
Mstep: Class 34 contains 6107 members 
Mstep: Class 35 contains 4649 members 
Mstep: Class 36 contains 2379 members 
Mstep: Class 37 contains 17804 members 
Mstep: Class 38 contains 8797 members 
Mstep: Class 39 contains 5000 members 
Mstep: Class 40 contains 14627 members 
Mstep: Class 41 contains 10861 members 
Mstep: Class 42 contains 13445 members 
Mstep: Class 43 contains 144576 members 
Mstep: Class 44 contains 28928 members 
Mstep: Class 45 contains 2934 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100314488.000000 Penalty: 99580.367188
Iteration 231Q: 46 clusters Score -1.003145e+08 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 8917 members 
Mstep: Class 3 contains 100477 members 
Mstep: Class 4 contains 10465 members 
Mstep: Class 5 contains 2247 members 
Mstep: Class 6 contains 24866 members 
Mstep: Class 7 contains 13858 members 
Mstep: Class 8 contains 8115 members 
Mstep: Class 9 contains 18208 members 
Mstep: Class 10 contains 9514 members 
Mstep: Class 11 contains 8573 members 
Mstep: Class 12 contains 3231 members 
Mstep: Class 13 contains 17967 members 
Mstep: Class 14 contains 38298 members 
Mstep: Class 15 contains 39483 members 
Mstep: Class 16 contains 3749 members 
Mstep: Class 17 contains 5817 members 
Mstep: Class 18 contains 47463 members 
Mstep: Class 19 contains 3461 members 
Mstep: Class 20 contains 3170 members 
Mstep: Class 21 contains 1108 members 
Mstep: Class 22 contains 3316 members 
Mstep: Class 23 contains 43960 members 
Mstep: Class 24 contains 13018 members 
Mstep: Class 25 contains 12667 members 
Mstep: Class 26 contains 2894 members 
Mstep: Class 27 contains 10266 members 
Mstep: Class 28 contains 2334 members 
Mstep: Class 29 contains 25595 members 
Mstep: Class 30 contains 36318 members 
Mstep: Class 31 contains 4564 members 
Mstep: Class 32 contains 23760 members 
Mstep: Class 33 contains 12306 members 
Mstep: Class 34 contains 6107 members 
Mstep: Class 35 contains 4648 members 
Mstep: Class 36 contains 2379 members 
Mstep: Class 37 contains 17804 members 
Mstep: Class 38 contains 8797 members 
Mstep: Class 39 contains 5000 members 
Mstep: Class 40 contains 14628 members 
Mstep: Class 41 contains 10861 members 
Mstep: Class 42 contains 13445 members 
Mstep: Class 43 contains 144575 members 
Mstep: Class 44 contains 28961 members 
Mstep: Class 45 contains 2934 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100314464.000000 Penalty: 99580.367188
Iteration 232Q: 46 clusters Score -1.003145e+08 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 8917 members 
Mstep: Class 3 contains 100470 members 
Mstep: Class 4 contains 10465 members 
Mstep: Class 5 contains 2247 members 
Mstep: Class 6 contains 24847 members 
Mstep: Class 7 contains 13867 members 
Mstep: Class 8 contains 8115 members 
Mstep: Class 9 contains 18209 members 
Mstep: Class 10 contains 9514 members 
Mstep: Class 11 contains 8600 members 
Mstep: Class 12 contains 3231 members 
Mstep: Class 13 contains 17970 members 
Mstep: Class 14 contains 38298 members 
Mstep: Class 15 contains 39473 members 
Mstep: Class 16 contains 3748 members 
Mstep: Class 17 contains 5819 members 
Mstep: Class 18 contains 47463 members 
Mstep: Class 19 contains 3461 members 
Mstep: Class 20 contains 3170 members 
Mstep: Class 21 contains 1108 members 
Mstep: Class 22 contains 3317 members 
Mstep: Class 23 contains 43954 members 
Mstep: Class 24 contains 13018 members 
Mstep: Class 25 contains 12667 members 
Mstep: Class 26 contains 2893 members 
Mstep: Class 27 contains 10260 members 
Mstep: Class 28 contains 2334 members 
Mstep: Class 29 contains 25593 members 
Mstep: Class 30 contains 36288 members 
Mstep: Class 31 contains 4565 members 
Mstep: Class 32 contains 23759 members 
Mstep: Class 33 contains 12310 members 
Mstep: Class 34 contains 6107 members 
Mstep: Class 35 contains 4649 members 
Mstep: Class 36 contains 2379 members 
Mstep: Class 37 contains 17804 members 
Mstep: Class 38 contains 8797 members 
Mstep: Class 39 contains 5000 members 
Mstep: Class 40 contains 14628 members 
Mstep: Class 41 contains 10860 members 
Mstep: Class 42 contains 13449 members 
Mstep: Class 43 contains 144573 members 
Mstep: Class 44 contains 28994 members 
Mstep: Class 45 contains 2934 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100314592.000000 Penalty: 99580.367188
Iteration 233Q: 46 clusters Score -1.003146e+08 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 8917 members 
Mstep: Class 3 contains 100463 members 
Mstep: Class 4 contains 10465 members 
Mstep: Class 5 contains 2247 members 
Mstep: Class 6 contains 24825 members 
Mstep: Class 7 contains 13886 members 
Mstep: Class 8 contains 8115 members 
Mstep: Class 9 contains 18209 members 
Mstep: Class 10 contains 9508 members 
Mstep: Class 11 contains 8625 members 
Mstep: Class 12 contains 3231 members 
Mstep: Class 13 contains 17970 members 
Mstep: Class 14 contains 38301 members 
Mstep: Class 15 contains 39467 members 
Mstep: Class 16 contains 3748 members 
Mstep: Class 17 contains 5822 members 
Mstep: Class 18 contains 47463 members 
Mstep: Class 19 contains 3461 members 
Mstep: Class 20 contains 3172 members 
Mstep: Class 21 contains 1108 members 
Mstep: Class 22 contains 3317 members 
Mstep: Class 23 contains 43953 members 
Mstep: Class 24 contains 13018 members 
Mstep: Class 25 contains 12667 members 
Mstep: Class 26 contains 2892 members 
Mstep: Class 27 contains 10260 members 
Mstep: Class 28 contains 2334 members 
Mstep: Class 29 contains 25592 members 
Mstep: Class 30 contains 36258 members 
Mstep: Class 31 contains 4564 members 
Mstep: Class 32 contains 23758 members 
Mstep: Class 33 contains 12306 members 
Mstep: Class 34 contains 6107 members 
Mstep: Class 35 contains 4649 members 
Mstep: Class 36 contains 2379 members 
Mstep: Class 37 contains 17804 members 
Mstep: Class 38 contains 8797 members 
Mstep: Class 39 contains 4999 members 
Mstep: Class 40 contains 14629 members 
Mstep: Class 41 contains 10860 members 
Mstep: Class 42 contains 13453 members 
Mstep: Class 43 contains 144572 members 
Mstep: Class 44 contains 29017 members 
Mstep: Class 45 contains 2936 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100314560.000000 Penalty: 99580.367188
Iteration 234Q: 46 clusters Score -1.003146e+08 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 8917 members 
Mstep: Class 3 contains 100464 members 
Mstep: Class 4 contains 10465 members 
Mstep: Class 5 contains 2247 members 
Mstep: Class 6 contains 24805 members 
Mstep: Class 7 contains 13894 members 
Mstep: Class 8 contains 8115 members 
Mstep: Class 9 contains 18209 members 
Mstep: Class 10 contains 9504 members 
Mstep: Class 11 contains 8648 members 
Mstep: Class 12 contains 3231 members 
Mstep: Class 13 contains 17969 members 
Mstep: Class 14 contains 38306 members 
Mstep: Class 15 contains 39463 members 
Mstep: Class 16 contains 3748 members 
Mstep: Class 17 contains 5823 members 
Mstep: Class 18 contains 47461 members 
Mstep: Class 19 contains 3461 members 
Mstep: Class 20 contains 3172 members 
Mstep: Class 21 contains 1108 members 
Mstep: Class 22 contains 3317 members 
Mstep: Class 23 contains 43948 members 
Mstep: Class 24 contains 13018 members 
Mstep: Class 25 contains 12667 members 
Mstep: Class 26 contains 2892 members 
Mstep: Class 27 contains 10264 members 
Mstep: Class 28 contains 2334 members 
Mstep: Class 29 contains 25588 members 
Mstep: Class 30 contains 36236 members 
Mstep: Class 31 contains 4563 members 
Mstep: Class 32 contains 23757 members 
Mstep: Class 33 contains 12307 members 
Mstep: Class 34 contains 6107 members 
Mstep: Class 35 contains 4648 members 
Mstep: Class 36 contains 2379 members 
Mstep: Class 37 contains 17804 members 
Mstep: Class 38 contains 8797 members 
Mstep: Class 39 contains 4996 members 
Mstep: Class 40 contains 14629 members 
Mstep: Class 41 contains 10859 members 
Mstep: Class 42 contains 13454 members 
Mstep: Class 43 contains 144572 members 
Mstep: Class 44 contains 29042 members 
Mstep: Class 45 contains 2936 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100314536.000000 Penalty: 99580.367188
Iteration 235Q: 46 clusters Score -1.003145e+08 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 8917 members 
Mstep: Class 3 contains 100464 members 
Mstep: Class 4 contains 10465 members 
Mstep: Class 5 contains 2246 members 
Mstep: Class 6 contains 24780 members 
Mstep: Class 7 contains 13901 members 
Mstep: Class 8 contains 8115 members 
Mstep: Class 9 contains 18210 members 
Mstep: Class 10 contains 9500 members 
Mstep: Class 11 contains 8666 members 
Mstep: Class 12 contains 3231 members 
Mstep: Class 13 contains 17971 members 
Mstep: Class 14 contains 38313 members 
Mstep: Class 15 contains 39458 members 
Mstep: Class 16 contains 3748 members 
Mstep: Class 17 contains 5823 members 
Mstep: Class 18 contains 47461 members 
Mstep: Class 19 contains 3461 members 
Mstep: Class 20 contains 3170 members 
Mstep: Class 21 contains 1108 members 
Mstep: Class 22 contains 3317 members 
Mstep: Class 23 contains 43943 members 
Mstep: Class 24 contains 13018 members 
Mstep: Class 25 contains 12667 members 
Mstep: Class 26 contains 2892 members 
Mstep: Class 27 contains 10268 members 
Mstep: Class 28 contains 2334 members 
Mstep: Class 29 contains 25586 members 
Mstep: Class 30 contains 36210 members 
Mstep: Class 31 contains 4564 members 
Mstep: Class 32 contains 23756 members 
Mstep: Class 33 contains 12307 members 
Mstep: Class 34 contains 6107 members 
Mstep: Class 35 contains 4648 members 
Mstep: Class 36 contains 2379 members 
Mstep: Class 37 contains 17804 members 
Mstep: Class 38 contains 8797 members 
Mstep: Class 39 contains 4995 members 
Mstep: Class 40 contains 14629 members 
Mstep: Class 41 contains 10859 members 
Mstep: Class 42 contains 13455 members 
Mstep: Class 43 contains 144570 members 
Mstep: Class 44 contains 29075 members 
Mstep: Class 45 contains 2936 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100314648.000000 Penalty: 99580.367188
Iteration 236Q: 46 clusters Score -1.003146e+08 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 8917 members 
Mstep: Class 3 contains 100461 members 
Mstep: Class 4 contains 10465 members 
Mstep: Class 5 contains 2246 members 
Mstep: Class 6 contains 24763 members 
Mstep: Class 7 contains 13909 members 
Mstep: Class 8 contains 8115 members 
Mstep: Class 9 contains 18210 members 
Mstep: Class 10 contains 9498 members 
Mstep: Class 11 contains 8684 members 
Mstep: Class 12 contains 3231 members 
Mstep: Class 13 contains 17972 members 
Mstep: Class 14 contains 38316 members 
Mstep: Class 15 contains 39455 members 
Mstep: Class 16 contains 3748 members 
Mstep: Class 17 contains 5821 members 
Mstep: Class 18 contains 47460 members 
Mstep: Class 19 contains 3461 members 
Mstep: Class 20 contains 3170 members 
Mstep: Class 21 contains 1108 members 
Mstep: Class 22 contains 3317 members 
Mstep: Class 23 contains 43937 members 
Mstep: Class 24 contains 13018 members 
Mstep: Class 25 contains 12667 members 
Mstep: Class 26 contains 2892 members 
Mstep: Class 27 contains 10269 members 
Mstep: Class 28 contains 2334 members 
Mstep: Class 29 contains 25585 members 
Mstep: Class 30 contains 36190 members 
Mstep: Class 31 contains 4565 members 
Mstep: Class 32 contains 23756 members 
Mstep: Class 33 contains 12306 members 
Mstep: Class 34 contains 6106 members 
Mstep: Class 35 contains 4649 members 
Mstep: Class 36 contains 2379 members 
Mstep: Class 37 contains 17804 members 
Mstep: Class 38 contains 8797 members 
Mstep: Class 39 contains 4994 members 
Mstep: Class 40 contains 14629 members 
Mstep: Class 41 contains 10859 members 
Mstep: Class 42 contains 13456 members 
Mstep: Class 43 contains 144570 members 
Mstep: Class 44 contains 29098 members 
Mstep: Class 45 contains 2937 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100314624.000000 Penalty: 99580.367188
Iteration 237Q: 46 clusters Score -1.003146e+08 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 8917 members 
Mstep: Class 3 contains 100458 members 
Mstep: Class 4 contains 10465 members 
Mstep: Class 5 contains 2246 members 
Mstep: Class 6 contains 24750 members 
Mstep: Class 7 contains 13909 members 
Mstep: Class 8 contains 8115 members 
Mstep: Class 9 contains 18211 members 
Mstep: Class 10 contains 9495 members 
Mstep: Class 11 contains 8701 members 
Mstep: Class 12 contains 3231 members 
Mstep: Class 13 contains 17976 members 
Mstep: Class 14 contains 38322 members 
Mstep: Class 15 contains 39450 members 
Mstep: Class 16 contains 3748 members 
Mstep: Class 17 contains 5822 members 
Mstep: Class 18 contains 47459 members 
Mstep: Class 19 contains 3461 members 
Mstep: Class 20 contains 3170 members 
Mstep: Class 21 contains 1108 members 
Mstep: Class 22 contains 3317 members 
Mstep: Class 23 contains 43934 members 
Mstep: Class 24 contains 13018 members 
Mstep: Class 25 contains 12667 members 
Mstep: Class 26 contains 2892 members 
Mstep: Class 27 contains 10274 members 
Mstep: Class 28 contains 2334 members 
Mstep: Class 29 contains 25583 members 
Mstep: Class 30 contains 36171 members 
Mstep: Class 31 contains 4565 members 
Mstep: Class 32 contains 23757 members 
Mstep: Class 33 contains 12307 members 
Mstep: Class 34 contains 6107 members 
Mstep: Class 35 contains 4649 members 
Mstep: Class 36 contains 2379 members 
Mstep: Class 37 contains 17804 members 
Mstep: Class 38 contains 8798 members 
Mstep: Class 39 contains 4993 members 
Mstep: Class 40 contains 14629 members 
Mstep: Class 41 contains 10859 members 
Mstep: Class 42 contains 13456 members 
Mstep: Class 43 contains 144570 members 
Mstep: Class 44 contains 29111 members 
Mstep: Class 45 contains 2936 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100314640.000000 Penalty: 99580.367188
Iteration 238Q: 46 clusters Score -1.003146e+08 nChanged 78
Entering ConstructFrom: 
Score: -100314640.000000 Penalty: 99580.367188
Entering ConstructFrom: 
Trying to split cluster 1 (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: -48344.582031 Penalty: 993.113464
	Iteration 0F: 2 clusters Score -48344.58 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 231 members 
Entering Unmasked Estep 
Score: -47427.007812 Penalty: 1986.226929
	Iteration 0F: 3 clusters Score -47427.01 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -47704.675781 Penalty: 1986.226929
	Iteration 1F: 3 clusters Score -47704.68 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -47835.054688 Penalty: 1986.226929
	Iteration 2F: 3 clusters Score -47835.05 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -47933.445312 Penalty: 1986.226929
	Iteration 3F: 3 clusters Score -47933.45 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -47972.570312 Penalty: 1986.226929
	Iteration 4Q: 3 clusters Score -47972.57 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -48006.082031 Penalty: 1986.226929
	Iteration 5Q: 3 clusters Score -48006.08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -48032.753906 Penalty: 1986.226929
	Iteration 6Q: 3 clusters Score -48032.75 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -48063.746094 Penalty: 1986.226929
	Iteration 7Q: 3 clusters Score -48063.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -48068.273438 Penalty: 1986.226929
	Iteration 8Q: 3 clusters Score -48068.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -48081.281250 Penalty: 1986.226929
	Iteration 9Q: 3 clusters Score -48081.28 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -48101.593750 Penalty: 1986.226929
	Iteration 10Q: 3 clusters Score -48101.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -48104.347656 Penalty: 1986.226929
	Iteration 11Q: 3 clusters Score -48104.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -48107.386719 Penalty: 1986.226929
	Iteration 12F: 3 clusters Score -48107.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -48122.320312 Penalty: 1986.226929
	Iteration 13Q: 3 clusters Score -48122.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -48128.808594 Penalty: 1986.226929
	Iteration 14Q: 3 clusters Score -48128.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -48128.808594 Penalty: 1986.226929
	Iteration 15F: 3 clusters Score -48128.81 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (8917 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8917 members 
Entering Unmasked Estep 
Score: -1114822.125000 Penalty: 1478.053589
	Iteration 0F: 2 clusters Score -1114822 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -1108333.750000 Penalty: 2956.107178
	Iteration 0F: 3 clusters Score -1108334 nChanged 3815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -1110434.875000 Penalty: 2956.107178
	Iteration 1F: 3 clusters Score -1110435 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -1110679.750000 Penalty: 2956.107178
	Iteration 2F: 3 clusters Score -1110680 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -1110873.250000 Penalty: 2956.107178
	Iteration 3F: 3 clusters Score -1110873 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -1111014.750000 Penalty: 2956.107178
	Iteration 4Q: 3 clusters Score -1111015 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -1111160.000000 Penalty: 2956.107178
	Iteration 5Q: 3 clusters Score -1111160 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -1111285.875000 Penalty: 2956.107178
	Iteration 6Q: 3 clusters Score -1111286 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -1111400.625000 Penalty: 2956.107178
	Iteration 7Q: 3 clusters Score -1111401 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -1111520.375000 Penalty: 2956.107178
	Iteration 8Q: 3 clusters Score -1111520 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -1111645.000000 Penalty: 2956.107178
	Iteration 9Q: 3 clusters Score -1111645 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -1111758.875000 Penalty: 2956.107178
	Iteration 10Q: 3 clusters Score -1111759 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -1111850.375000 Penalty: 2956.107178
	Iteration 11Q: 3 clusters Score -1111850 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -1111930.750000 Penalty: 2956.107178
	Iteration 12Q: 3 clusters Score -1111931 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -1111992.250000 Penalty: 2956.107178
	Iteration 13Q: 3 clusters Score -1111992 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -1112053.250000 Penalty: 2956.107178
	Iteration 14Q: 3 clusters Score -1112053 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -1112110.250000 Penalty: 2956.107178
	Iteration 15Q: 3 clusters Score -1112110 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -1112151.500000 Penalty: 2956.107178
	Iteration 16Q: 3 clusters Score -1112152 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -1112189.750000 Penalty: 2956.107178
	Iteration 17Q: 3 clusters Score -1112190 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -1112226.000000 Penalty: 2956.107178
	Iteration 18Q: 3 clusters Score -1112226 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 5040 members 
Entering Unmasked Estep 
Score: -1112253.375000 Penalty: 2956.107178
	Iteration 19Q: 3 clusters Score -1112253 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -1112279.625000 Penalty: 2956.107178
	Iteration 20F: 3 clusters Score -1112280 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 5208 members 
Entering Unmasked Estep 
Score: -1112317.375000 Penalty: 2956.107178
	Iteration 21Q: 3 clusters Score -1112317 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 5304 members 
Entering Unmasked Estep 
Score: -1112343.875000 Penalty: 2956.107178
	Iteration 22Q: 3 clusters Score -1112344 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 5395 members 
Entering Unmasked Estep 
Score: -1112382.875000 Penalty: 2956.107178
	Iteration 23Q: 3 clusters Score -1112383 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 5516 members 
Entering Unmasked Estep 
Score: -1112426.875000 Penalty: 2956.107178
	Iteration 24Q: 3 clusters Score -1112427 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 5642 members 
Entering Unmasked Estep 
Score: -1112471.375000 Penalty: 2956.107178
	Iteration 25Q: 3 clusters Score -1112471 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 5761 members 
Entering Unmasked Estep 
Score: -1112514.750000 Penalty: 2956.107178
	Iteration 26Q: 3 clusters Score -1112515 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 5867 members 
Entering Unmasked Estep 
Score: -1112546.250000 Penalty: 2956.107178
	Iteration 27Q: 3 clusters Score -1112546 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 5966 members 
Entering Unmasked Estep 
Score: -1112583.250000 Penalty: 2956.107178
	Iteration 28Q: 3 clusters Score -1112583 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 6083 members 
Entering Unmasked Estep 
Score: -1112620.000000 Penalty: 2956.107178
	Iteration 29Q: 3 clusters Score -1112620 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 6183 members 
Entering Unmasked Estep 
Score: -1112649.250000 Penalty: 2956.107178
	Iteration 30Q: 3 clusters Score -1112649 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 6274 members 
Entering Unmasked Estep 
Score: -1112680.500000 Penalty: 2956.107178
	Iteration 31Q: 3 clusters Score -1112680 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 6384 members 
Entering Unmasked Estep 
Score: -1112712.250000 Penalty: 2956.107178
	Iteration 32Q: 3 clusters Score -1112712 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 6479 members 
Entering Unmasked Estep 
Score: -1112745.250000 Penalty: 2956.107178
	Iteration 33Q: 3 clusters Score -1112745 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 6574 members 
Entering Unmasked Estep 
Score: -1112790.000000 Penalty: 2956.107178
	Iteration 34Q: 3 clusters Score -1112790 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 6676 members 
Entering Unmasked Estep 
Score: -1112840.500000 Penalty: 2956.107178
	Iteration 35Q: 3 clusters Score -1112840 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 6771 members 
Entering Unmasked Estep 
Score: -1112889.000000 Penalty: 2956.107178
	Iteration 36Q: 3 clusters Score -1112889 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 6878 members 
Entering Unmasked Estep 
Score: -1112944.500000 Penalty: 2956.107178
	Iteration 37Q: 3 clusters Score -1112944 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 6983 members 
Entering Unmasked Estep 
Score: -1112997.750000 Penalty: 2956.107178
	Iteration 38Q: 3 clusters Score -1112998 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 7076 members 
Entering Unmasked Estep 
Score: -1113046.500000 Penalty: 2956.107178
	Iteration 39Q: 3 clusters Score -1113046 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 7160 members 
Entering Unmasked Estep 
Score: -1113087.000000 Penalty: 2956.107178
	Iteration 40F: 3 clusters Score -1113087 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 7240 members 
Entering Unmasked Estep 
Score: -1113131.000000 Penalty: 2956.107178
	Iteration 41Q: 3 clusters Score -1113131 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 7310 members 
Entering Unmasked Estep 
Score: -1113174.375000 Penalty: 2956.107178
	Iteration 42Q: 3 clusters Score -1113174 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 7382 members 
Entering Unmasked Estep 
Score: -1113228.125000 Penalty: 2956.107178
	Iteration 43Q: 3 clusters Score -1113228 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 7458 members 
Entering Unmasked Estep 
Score: -1113279.625000 Penalty: 2956.107178
	Iteration 44Q: 3 clusters Score -1113280 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 7528 members 
Entering Unmasked Estep 
Score: -1113317.625000 Penalty: 2956.107178
	Iteration 45Q: 3 clusters Score -1113318 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 7582 members 
Entering Unmasked Estep 
Score: -1113349.875000 Penalty: 2956.107178
	Iteration 46Q: 3 clusters Score -1113350 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 7633 members 
Entering Unmasked Estep 
Score: -1113376.125000 Penalty: 2956.107178
	Iteration 47Q: 3 clusters Score -1113376 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 7679 members 
Entering Unmasked Estep 
Score: -1113403.500000 Penalty: 2956.107178
	Iteration 48Q: 3 clusters Score -1113404 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 7722 members 
Entering Unmasked Estep 
Score: -1113426.750000 Penalty: 2956.107178
	Iteration 49Q: 3 clusters Score -1113427 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 7760 members 
Entering Unmasked Estep 
Score: -1113442.500000 Penalty: 2956.107178
	Iteration 50Q: 3 clusters Score -1113442 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 7797 members 
Entering Unmasked Estep 
Score: -1113460.625000 Penalty: 2956.107178
	Iteration 51Q: 3 clusters Score -1113461 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 7825 members 
Entering Unmasked Estep 
Score: -1113475.500000 Penalty: 2956.107178
	Iteration 52Q: 3 clusters Score -1113476 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 7853 members 
Entering Unmasked Estep 
Score: -1113488.000000 Penalty: 2956.107178
	Iteration 53Q: 3 clusters Score -1113488 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 7879 members 
Entering Unmasked Estep 
Score: -1113504.000000 Penalty: 2956.107178
	Iteration 54Q: 3 clusters Score -1113504 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 7904 members 
Entering Unmasked Estep 
Score: -1113515.500000 Penalty: 2956.107178
	Iteration 55Q: 3 clusters Score -1113516 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 7927 members 
Entering Unmasked Estep 
Score: -1113526.500000 Penalty: 2956.107178
	Iteration 56Q: 3 clusters Score -1113526 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 7949 members 
Entering Unmasked Estep 
Score: -1113534.625000 Penalty: 2956.107178
	Iteration 57Q: 3 clusters Score -1113535 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 7968 members 
Entering Unmasked Estep 
Score: -1113539.250000 Penalty: 2956.107178
	Iteration 58Q: 3 clusters Score -1113539 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 7981 members 
Entering Unmasked Estep 
Score: -1113544.625000 Penalty: 2956.107178
	Iteration 59Q: 3 clusters Score -1113545 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 7991 members 
Entering Unmasked Estep 
Score: -1113551.375000 Penalty: 2956.107178
	Iteration 60F: 3 clusters Score -1113551 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 8002 members 
Entering Unmasked Estep 
Score: -1113554.250000 Penalty: 2956.107178
	Iteration 61Q: 3 clusters Score -1113554 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 8013 members 
Entering Unmasked Estep 
Score: -1113559.250000 Penalty: 2956.107178
	Iteration 62Q: 3 clusters Score -1113559 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 8022 members 
Entering Unmasked Estep 
Score: -1113564.375000 Penalty: 2956.107178
	Iteration 63Q: 3 clusters Score -1113564 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 8034 members 
Entering Unmasked Estep 
Score: -1113570.750000 Penalty: 2956.107178
	Iteration 64Q: 3 clusters Score -1113571 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 8047 members 
Entering Unmasked Estep 
Score: -1113577.375000 Penalty: 2956.107178
	Iteration 65Q: 3 clusters Score -1113577 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 8055 members 
Entering Unmasked Estep 
Score: -1113584.125000 Penalty: 2956.107178
	Iteration 66Q: 3 clusters Score -1113584 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 8068 members 
Entering Unmasked Estep 
Score: -1113588.750000 Penalty: 2956.107178
	Iteration 67Q: 3 clusters Score -1113589 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 8078 members 
Entering Unmasked Estep 
Score: -1113592.875000 Penalty: 2956.107178
	Iteration 68Q: 3 clusters Score -1113593 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 8089 members 
Entering Unmasked Estep 
Score: -1113597.500000 Penalty: 2956.107178
	Iteration 69Q: 3 clusters Score -1113598 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 8098 members 
Entering Unmasked Estep 
Score: -1113601.125000 Penalty: 2956.107178
	Iteration 70Q: 3 clusters Score -1113601 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 8113 members 
Entering Unmasked Estep 
Score: -1113610.625000 Penalty: 2956.107178
	Iteration 71Q: 3 clusters Score -1113611 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 8127 members 
Entering Unmasked Estep 
Score: -1113618.250000 Penalty: 2956.107178
	Iteration 72Q: 3 clusters Score -1113618 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 8140 members 
Entering Unmasked Estep 
Score: -1113623.500000 Penalty: 2956.107178
	Iteration 73Q: 3 clusters Score -1113624 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 8150 members 
Entering Unmasked Estep 
Score: -1113628.000000 Penalty: 2956.107178
	Iteration 74Q: 3 clusters Score -1113628 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 8162 members 
Entering Unmasked Estep 
Score: -1113629.875000 Penalty: 2956.107178
	Iteration 75Q: 3 clusters Score -1113630 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 8175 members 
Entering Unmasked Estep 
Score: -1113642.625000 Penalty: 2956.107178
	Iteration 76Q: 3 clusters Score -1113643 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 8185 members 
Entering Unmasked Estep 
Score: -1113648.500000 Penalty: 2956.107178
	Iteration 77Q: 3 clusters Score -1113648 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 8197 members 
Entering Unmasked Estep 
Score: -1113659.375000 Penalty: 2956.107178
	Iteration 78Q: 3 clusters Score -1113659 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 8209 members 
Entering Unmasked Estep 
Score: -1113663.750000 Penalty: 2956.107178
	Iteration 79Q: 3 clusters Score -1113664 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 8219 members 
Entering Unmasked Estep 
Score: -1113672.000000 Penalty: 2956.107178
	Iteration 80F: 3 clusters Score -1113672 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 8230 members 
Entering Unmasked Estep 
Score: -1113677.875000 Penalty: 2956.107178
	Iteration 81Q: 3 clusters Score -1113678 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 8244 members 
Entering Unmasked Estep 
Score: -1113687.750000 Penalty: 2956.107178
	Iteration 82Q: 3 clusters Score -1113688 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 8255 members 
Entering Unmasked Estep 
Score: -1113697.250000 Penalty: 2956.107178
	Iteration 83Q: 3 clusters Score -1113697 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 8269 members 
Entering Unmasked Estep 
Score: -1113707.875000 Penalty: 2956.107178
	Iteration 84Q: 3 clusters Score -1113708 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 8278 members 
Entering Unmasked Estep 
Score: -1113714.750000 Penalty: 2956.107178
	Iteration 85Q: 3 clusters Score -1113715 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 8286 members 
Entering Unmasked Estep 
Score: -1113721.750000 Penalty: 2956.107178
	Iteration 86Q: 3 clusters Score -1113722 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 8292 members 
Entering Unmasked Estep 
Score: -1113725.875000 Penalty: 2956.107178
	Iteration 87Q: 3 clusters Score -1113726 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 8298 members 
Entering Unmasked Estep 
Score: -1113729.125000 Penalty: 2956.107178
	Iteration 88Q: 3 clusters Score -1113729 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 8301 members 
Entering Unmasked Estep 
Score: -1113732.375000 Penalty: 2956.107178
	Iteration 89Q: 3 clusters Score -1113732 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 8305 members 
Entering Unmasked Estep 
Score: -1113735.750000 Penalty: 2956.107178
	Iteration 90Q: 3 clusters Score -1113736 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 8307 members 
Entering Unmasked Estep 
Score: -1113737.250000 Penalty: 2956.107178
	Iteration 91Q: 3 clusters Score -1113737 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 8307 members 
Entering Unmasked Estep 
Score: -1113737.500000 Penalty: 2956.107178
	Iteration 92Q: 3 clusters Score -1113738 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 8309 members 
Entering Unmasked Estep 
Score: -1113738.000000 Penalty: 2956.107178
	Iteration 93Q: 3 clusters Score -1113738 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 8311 members 
Entering Unmasked Estep 
Score: -1113741.375000 Penalty: 2956.107178
	Iteration 94Q: 3 clusters Score -1113741 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 8313 members 
Entering Unmasked Estep 
Score: -1113740.250000 Penalty: 2956.107178
	Iteration 95Q: 3 clusters Score -1113740 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 8314 members 
Entering Unmasked Estep 
Score: -1113740.125000 Penalty: 2956.107178
	Iteration 96Q: 3 clusters Score -1113740 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 8317 members 
Entering Unmasked Estep 
Score: -1113740.750000 Penalty: 2956.107178
	Iteration 97Q: 3 clusters Score -1113741 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 8317 members 
Entering Unmasked Estep 
Score: -1113740.750000 Penalty: 2956.107178
	Iteration 98F: 3 clusters Score -1113741 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (100458 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100458 members 
Entering Unmasked Estep 
Score: -12668174.000000 Penalty: 1871.593018
	Iteration 0F: 2 clusters Score -1.266817e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50353 members 
Mstep: Class 2 contains 50105 members 
Entering Unmasked Estep 
Score: -12601521.000000 Penalty: 3743.186035
	Iteration 0F: 3 clusters Score -1.260152e+07 nChanged 47864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52295 members 
Mstep: Class 2 contains 48163 members 
Entering Unmasked Estep 
Score: -12629123.000000 Penalty: 3743.186035
	Iteration 1F: 3 clusters Score -1.262912e+07 nChanged 2942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53529 members 
Mstep: Class 2 contains 46929 members 
Entering Unmasked Estep 
Score: -12629806.000000 Penalty: 3743.186035
	Iteration 2Q: 3 clusters Score -1.262981e+07 nChanged 3162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55377 members 
Mstep: Class 2 contains 45081 members 
Entering Unmasked Estep 
Score: -12630682.000000 Penalty: 3743.186035
	Iteration 3Q: 3 clusters Score -1.263068e+07 nChanged 3764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58171 members 
Mstep: Class 2 contains 42287 members 
Entering Unmasked Estep 
Score: -12631906.000000 Penalty: 3743.186035
	Iteration 4Q: 3 clusters Score -1.263191e+07 nChanged 4719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62312 members 
Mstep: Class 2 contains 38146 members 
Entering Unmasked Estep 
Score: -12634130.000000 Penalty: 3743.186035
	Iteration 5Q: 3 clusters Score -1.263413e+07 nChanged 6235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68245 members 
Mstep: Class 2 contains 32213 members 
Entering Unmasked Estep 
Score: -12637996.000000 Penalty: 3743.186035
	Iteration 6F: 3 clusters Score -1.2638e+07 nChanged 7742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75867 members 
Mstep: Class 2 contains 24591 members 
Entering Unmasked Estep 
Score: -12643990.000000 Penalty: 3743.186035
	Iteration 7F: 3 clusters Score -1.264399e+07 nChanged 8521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84336 members 
Mstep: Class 2 contains 16122 members 
Entering Unmasked Estep 
Score: -12651432.000000 Penalty: 3743.186035
	Iteration 8F: 3 clusters Score -1.265143e+07 nChanged 7456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91780 members 
Mstep: Class 2 contains 8678 members 
Entering Unmasked Estep 
Score: -12658514.000000 Penalty: 3743.186035
	Iteration 9F: 3 clusters Score -1.265851e+07 nChanged 4891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96659 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -12663118.000000 Penalty: 3743.186035
	Iteration 10Q: 3 clusters Score -1.266312e+07 nChanged 2369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99022 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -12665281.000000 Penalty: 3743.186035
	Iteration 11Q: 3 clusters Score -1.266528e+07 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99847 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -12665997.000000 Penalty: 3743.186035
	Iteration 12Q: 3 clusters Score -1.2666e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100137 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -12666272.000000 Penalty: 3743.186035
	Iteration 13Q: 3 clusters Score -1.266627e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100217 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -12666393.000000 Penalty: 3743.186035
	Iteration 14Q: 3 clusters Score -1.266639e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100241 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -12666456.000000 Penalty: 3743.186035
	Iteration 15Q: 3 clusters Score -1.266646e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100259 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -12666481.000000 Penalty: 3743.186035
	Iteration 16Q: 3 clusters Score -1.266648e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100260 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -12666512.000000 Penalty: 3743.186035
	Iteration 17Q: 3 clusters Score -1.266651e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100262 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -12666530.000000 Penalty: 3743.186035
	Iteration 18Q: 3 clusters Score -1.266653e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100264 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -12666547.000000 Penalty: 3743.186035
	Iteration 19Q: 3 clusters Score -1.266655e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100268 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -12666551.000000 Penalty: 3743.186035
	Iteration 20F: 3 clusters Score -1.266655e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100274 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -12666554.000000 Penalty: 3743.186035
	Iteration 21Q: 3 clusters Score -1.266655e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100276 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -12666572.000000 Penalty: 3743.186035
	Iteration 22Q: 3 clusters Score -1.266657e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100278 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -12666576.000000 Penalty: 3743.186035
	Iteration 23Q: 3 clusters Score -1.266658e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100280 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -12666574.000000 Penalty: 3743.186035
	Iteration 24Q: 3 clusters Score -1.266657e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100281 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -12666573.000000 Penalty: 3743.186035
	Iteration 25Q: 3 clusters Score -1.266657e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100281 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -12666573.000000 Penalty: 3743.186035
	Iteration 26F: 3 clusters Score -1.266657e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (10465 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10465 members 
Entering Unmasked Estep 
Score: -1363008.625000 Penalty: 1504.066162
	Iteration 0F: 2 clusters Score -1363009 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5206 members 
Mstep: Class 2 contains 5259 members 
Entering Unmasked Estep 
Score: -1355547.250000 Penalty: 3008.132324
	Iteration 0F: 3 clusters Score -1355547 nChanged 4582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 5453 members 
Entering Unmasked Estep 
Score: -1358032.375000 Penalty: 3008.132324
	Iteration 1F: 3 clusters Score -1358032 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4926 members 
Mstep: Class 2 contains 5539 members 
Entering Unmasked Estep 
Score: -1358288.625000 Penalty: 3008.132324
	Iteration 2F: 3 clusters Score -1358289 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4817 members 
Mstep: Class 2 contains 5648 members 
Entering Unmasked Estep 
Score: -1358526.375000 Penalty: 3008.132324
	Iteration 3Q: 3 clusters Score -1358526 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 5787 members 
Entering Unmasked Estep 
Score: -1358819.750000 Penalty: 3008.132324
	Iteration 4Q: 3 clusters Score -1358820 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 5996 members 
Entering Unmasked Estep 
Score: -1359198.250000 Penalty: 3008.132324
	Iteration 5F: 3 clusters Score -1359198 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 6281 members 
Entering Unmasked Estep 
Score: -1359680.000000 Penalty: 3008.132324
	Iteration 6F: 3 clusters Score -1359680 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 6650 members 
Entering Unmasked Estep 
Score: -1360187.125000 Penalty: 3008.132324
	Iteration 7F: 3 clusters Score -1360187 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 7027 members 
Entering Unmasked Estep 
Score: -1360636.500000 Penalty: 3008.132324
	Iteration 8F: 3 clusters Score -1360636 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 7369 members 
Entering Unmasked Estep 
Score: -1360999.750000 Penalty: 3008.132324
	Iteration 9Q: 3 clusters Score -1361000 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 7694 members 
Entering Unmasked Estep 
Score: -1361299.125000 Penalty: 3008.132324
	Iteration 10Q: 3 clusters Score -1361299 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 7967 members 
Entering Unmasked Estep 
Score: -1361532.125000 Penalty: 3008.132324
	Iteration 11Q: 3 clusters Score -1361532 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 8184 members 
Entering Unmasked Estep 
Score: -1361685.750000 Penalty: 3008.132324
	Iteration 12Q: 3 clusters Score -1361686 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 8351 members 
Entering Unmasked Estep 
Score: -1361801.000000 Penalty: 3008.132324
	Iteration 13Q: 3 clusters Score -1361801 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 8500 members 
Entering Unmasked Estep 
Score: -1361899.500000 Penalty: 3008.132324
	Iteration 14Q: 3 clusters Score -1361900 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 8624 members 
Entering Unmasked Estep 
Score: -1361972.500000 Penalty: 3008.132324
	Iteration 15Q: 3 clusters Score -1361972 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 8731 members 
Entering Unmasked Estep 
Score: -1362038.375000 Penalty: 3008.132324
	Iteration 16Q: 3 clusters Score -1362038 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 8824 members 
Entering Unmasked Estep 
Score: -1362095.375000 Penalty: 3008.132324
	Iteration 17Q: 3 clusters Score -1362095 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 8910 members 
Entering Unmasked Estep 
Score: -1362153.000000 Penalty: 3008.132324
	Iteration 18Q: 3 clusters Score -1362153 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 8994 members 
Entering Unmasked Estep 
Score: -1362224.375000 Penalty: 3008.132324
	Iteration 19Q: 3 clusters Score -1362224 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 9059 members 
Entering Unmasked Estep 
Score: -1362295.500000 Penalty: 3008.132324
	Iteration 20F: 3 clusters Score -1362296 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 9113 members 
Entering Unmasked Estep 
Score: -1362341.250000 Penalty: 3008.132324
	Iteration 21Q: 3 clusters Score -1362341 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 9160 members 
Entering Unmasked Estep 
Score: -1362367.875000 Penalty: 3008.132324
	Iteration 22Q: 3 clusters Score -1362368 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 9192 members 
Entering Unmasked Estep 
Score: -1362394.250000 Penalty: 3008.132324
	Iteration 23Q: 3 clusters Score -1362394 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 9221 members 
Entering Unmasked Estep 
Score: -1362413.500000 Penalty: 3008.132324
	Iteration 24Q: 3 clusters Score -1362414 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 9243 members 
Entering Unmasked Estep 
Score: -1362423.625000 Penalty: 3008.132324
	Iteration 25Q: 3 clusters Score -1362424 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 9269 members 
Entering Unmasked Estep 
Score: -1362435.875000 Penalty: 3008.132324
	Iteration 26Q: 3 clusters Score -1362436 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 9296 members 
Entering Unmasked Estep 
Score: -1362448.250000 Penalty: 3008.132324
	Iteration 27Q: 3 clusters Score -1362448 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 9306 members 
Entering Unmasked Estep 
Score: -1362455.625000 Penalty: 3008.132324
	Iteration 28Q: 3 clusters Score -1362456 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 9317 members 
Entering Unmasked Estep 
Score: -1362455.375000 Penalty: 3008.132324
	Iteration 29Q: 3 clusters Score -1362455 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 9327 members 
Entering Unmasked Estep 
Score: -1362458.875000 Penalty: 3008.132324
	Iteration 30Q: 3 clusters Score -1362459 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 9330 members 
Entering Unmasked Estep 
Score: -1362464.125000 Penalty: 3008.132324
	Iteration 31Q: 3 clusters Score -1362464 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 9331 members 
Entering Unmasked Estep 
Score: -1362466.750000 Penalty: 3008.132324
	Iteration 32Q: 3 clusters Score -1362467 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 9332 members 
Entering Unmasked Estep 
Score: -1362468.000000 Penalty: 3008.132324
	Iteration 33Q: 3 clusters Score -1362468 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 9332 members 
Entering Unmasked Estep 
Score: -1362468.000000 Penalty: 3008.132324
	Iteration 34F: 3 clusters Score -1362468 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (2246 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Entering Unmasked Estep 
Score: -267471.062500 Penalty: 1253.997192
	Iteration 0F: 2 clusters Score -267471.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -265248.093750 Penalty: 2507.994385
	Iteration 0F: 3 clusters Score -265248.1 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -265806.937500 Penalty: 2507.994385
	Iteration 1F: 3 clusters Score -265806.9 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -265978.093750 Penalty: 2507.994385
	Iteration 2F: 3 clusters Score -265978.1 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -266110.093750 Penalty: 2507.994385
	Iteration 3F: 3 clusters Score -266110.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -266222.343750 Penalty: 2507.994385
	Iteration 4F: 3 clusters Score -266222.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -266306.500000 Penalty: 2507.994385
	Iteration 5Q: 3 clusters Score -266306.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -266359.406250 Penalty: 2507.994385
	Iteration 6Q: 3 clusters Score -266359.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -266399.562500 Penalty: 2507.994385
	Iteration 7Q: 3 clusters Score -266399.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -266428.062500 Penalty: 2507.994385
	Iteration 8Q: 3 clusters Score -266428.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -266454.593750 Penalty: 2507.994385
	Iteration 9Q: 3 clusters Score -266454.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -266470.312500 Penalty: 2507.994385
	Iteration 10Q: 3 clusters Score -266470.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -266477.312500 Penalty: 2507.994385
	Iteration 11Q: 3 clusters Score -266477.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -266485.093750 Penalty: 2507.994385
	Iteration 12Q: 3 clusters Score -266485.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -266488.250000 Penalty: 2507.994385
	Iteration 13Q: 3 clusters Score -266488.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -266489.625000 Penalty: 2507.994385
	Iteration 14Q: 3 clusters Score -266489.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -266491.625000 Penalty: 2507.994385
	Iteration 15Q: 3 clusters Score -266491.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -266492.687500 Penalty: 2507.994385
	Iteration 16Q: 3 clusters Score -266492.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -266493.250000 Penalty: 2507.994385
	Iteration 17Q: 3 clusters Score -266493.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -266494.125000 Penalty: 2507.994385
	Iteration 18Q: 3 clusters Score -266494.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -266494.500000 Penalty: 2507.994385
	Iteration 19Q: 3 clusters Score -266494.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -266495.187500 Penalty: 2507.994385
	Iteration 20F: 3 clusters Score -266495.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (24740 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24740 members 
Entering Unmasked Estep 
Score: -3149371.750000 Penalty: 1643.878662
	Iteration 0F: 2 clusters Score -3149372 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12439 members 
Mstep: Class 2 contains 12301 members 
Entering Unmasked Estep 
Score: -3132743.250000 Penalty: 3287.757324
	Iteration 0F: 3 clusters Score -3132743 nChanged 11274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13085 members 
Mstep: Class 2 contains 11655 members 
Entering Unmasked Estep 
Score: -3138862.250000 Penalty: 3287.757324
	Iteration 1F: 3 clusters Score -3138862 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13589 members 
Mstep: Class 2 contains 11151 members 
Entering Unmasked Estep 
Score: -3139324.000000 Penalty: 3287.757324
	Iteration 2Q: 3 clusters Score -3139324 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14290 members 
Mstep: Class 2 contains 10450 members 
Entering Unmasked Estep 
Score: -3139870.000000 Penalty: 3287.757324
	Iteration 3F: 3 clusters Score -3139870 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15235 members 
Mstep: Class 2 contains 9505 members 
Entering Unmasked Estep 
Score: -3140578.500000 Penalty: 3287.757324
	Iteration 4F: 3 clusters Score -3140578 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16427 members 
Mstep: Class 2 contains 8313 members 
Entering Unmasked Estep 
Score: -3141456.500000 Penalty: 3287.757324
	Iteration 5F: 3 clusters Score -3141456 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17799 members 
Mstep: Class 2 contains 6941 members 
Entering Unmasked Estep 
Score: -3142444.500000 Penalty: 3287.757324
	Iteration 6F: 3 clusters Score -3142444 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19282 members 
Mstep: Class 2 contains 5458 members 
Entering Unmasked Estep 
Score: -3143599.750000 Penalty: 3287.757324
	Iteration 7F: 3 clusters Score -3143600 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20778 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -3144808.500000 Penalty: 3287.757324
	Iteration 8F: 3 clusters Score -3144808 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22033 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -3145818.750000 Penalty: 3287.757324
	Iteration 9F: 3 clusters Score -3145819 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22987 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -3146605.000000 Penalty: 3287.757324
	Iteration 10Q: 3 clusters Score -3146605 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23631 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -3147123.000000 Penalty: 3287.757324
	Iteration 11Q: 3 clusters Score -3147123 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24011 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -3147428.500000 Penalty: 3287.757324
	Iteration 12Q: 3 clusters Score -3147428 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24221 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -3147601.000000 Penalty: 3287.757324
	Iteration 13Q: 3 clusters Score -3147601 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24336 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -3147706.750000 Penalty: 3287.757324
	Iteration 14Q: 3 clusters Score -3147707 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24395 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -3147758.250000 Penalty: 3287.757324
	Iteration 15Q: 3 clusters Score -3147758 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24432 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -3147810.250000 Penalty: 3287.757324
	Iteration 16Q: 3 clusters Score -3147810 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24458 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -3147840.250000 Penalty: 3287.757324
	Iteration 17Q: 3 clusters Score -3147840 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24467 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -3147859.000000 Penalty: 3287.757324
	Iteration 18Q: 3 clusters Score -3147859 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24480 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -3147877.000000 Penalty: 3287.757324
	Iteration 19Q: 3 clusters Score -3147877 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24488 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -3147886.000000 Penalty: 3287.757324
	Iteration 20F: 3 clusters Score -3147886 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24491 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -3147893.750000 Penalty: 3287.757324
	Iteration 21Q: 3 clusters Score -3147894 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24492 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -3147900.250000 Penalty: 3287.757324
	Iteration 22Q: 3 clusters Score -3147900 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24494 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -3147899.000000 Penalty: 3287.757324
	Iteration 23Q: 3 clusters Score -3147899 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24493 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -3147903.500000 Penalty: 3287.757324
	Iteration 24Q: 3 clusters Score -3147904 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24492 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -3147902.500000 Penalty: 3287.757324
	Iteration 25Q: 3 clusters Score -3147902 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24492 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -3147902.500000 Penalty: 3287.757324
	Iteration 26F: 3 clusters Score -3147902 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (13913 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13913 members 
Entering Unmasked Estep 
Score: -1749773.875000 Penalty: 1550.344116
	Iteration 0F: 2 clusters Score -1749774 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6921 members 
Mstep: Class 2 contains 6992 members 
Entering Unmasked Estep 
Score: -1740125.750000 Penalty: 3100.688232
	Iteration 0F: 3 clusters Score -1740126 nChanged 6103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6696 members 
Mstep: Class 2 contains 7217 members 
Entering Unmasked Estep 
Score: -1743513.000000 Penalty: 3100.688232
	Iteration 1F: 3 clusters Score -1743513 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6536 members 
Mstep: Class 2 contains 7377 members 
Entering Unmasked Estep 
Score: -1743913.500000 Penalty: 3100.688232
	Iteration 2F: 3 clusters Score -1743914 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6308 members 
Mstep: Class 2 contains 7605 members 
Entering Unmasked Estep 
Score: -1744319.875000 Penalty: 3100.688232
	Iteration 3F: 3 clusters Score -1744320 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5947 members 
Mstep: Class 2 contains 7966 members 
Entering Unmasked Estep 
Score: -1744913.500000 Penalty: 3100.688232
	Iteration 4F: 3 clusters Score -1744914 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5477 members 
Mstep: Class 2 contains 8436 members 
Entering Unmasked Estep 
Score: -1745781.625000 Penalty: 3100.688232
	Iteration 5F: 3 clusters Score -1745782 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 8906 members 
Entering Unmasked Estep 
Score: -1746856.875000 Penalty: 3100.688232
	Iteration 6F: 3 clusters Score -1746857 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 9242 members 
Entering Unmasked Estep 
Score: -1747811.875000 Penalty: 3100.688232
	Iteration 7F: 3 clusters Score -1747812 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 9424 members 
Entering Unmasked Estep 
Score: -1748331.750000 Penalty: 3100.688232
	Iteration 8Q: 3 clusters Score -1748332 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 9557 members 
Entering Unmasked Estep 
Score: -1748589.375000 Penalty: 3100.688232
	Iteration 9Q: 3 clusters Score -1748589 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 9650 members 
Entering Unmasked Estep 
Score: -1748741.125000 Penalty: 3100.688232
	Iteration 10Q: 3 clusters Score -1748741 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 9725 members 
Entering Unmasked Estep 
Score: -1748834.125000 Penalty: 3100.688232
	Iteration 11Q: 3 clusters Score -1748834 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 9781 members 
Entering Unmasked Estep 
Score: -1748889.250000 Penalty: 3100.688232
	Iteration 12Q: 3 clusters Score -1748889 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 9821 members 
Entering Unmasked Estep 
Score: -1748933.875000 Penalty: 3100.688232
	Iteration 13Q: 3 clusters Score -1748934 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 9857 members 
Entering Unmasked Estep 
Score: -1748955.375000 Penalty: 3100.688232
	Iteration 14Q: 3 clusters Score -1748955 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 9893 members 
Entering Unmasked Estep 
Score: -1748974.250000 Penalty: 3100.688232
	Iteration 15Q: 3 clusters Score -1748974 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 9923 members 
Entering Unmasked Estep 
Score: -1748991.000000 Penalty: 3100.688232
	Iteration 16Q: 3 clusters Score -1748991 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 9943 members 
Entering Unmasked Estep 
Score: -1748995.625000 Penalty: 3100.688232
	Iteration 17Q: 3 clusters Score -1748996 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 9968 members 
Entering Unmasked Estep 
Score: -1749008.000000 Penalty: 3100.688232
	Iteration 18Q: 3 clusters Score -1749008 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 9997 members 
Entering Unmasked Estep 
Score: -1749009.250000 Penalty: 3100.688232
	Iteration 19Q: 3 clusters Score -1749009 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 10013 members 
Entering Unmasked Estep 
Score: -1749017.375000 Penalty: 3100.688232
	Iteration 20F: 3 clusters Score -1749017 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 10032 members 
Entering Unmasked Estep 
Score: -1749017.375000 Penalty: 3100.688232
	Iteration 21Q: 3 clusters Score -1749017 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 10044 members 
Entering Unmasked Estep 
Score: -1749023.500000 Penalty: 3100.688232
	Iteration 22Q: 3 clusters Score -1749024 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 10058 members 
Entering Unmasked Estep 
Score: -1749031.000000 Penalty: 3100.688232
	Iteration 23Q: 3 clusters Score -1749031 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 10065 members 
Entering Unmasked Estep 
Score: -1749034.625000 Penalty: 3100.688232
	Iteration 24Q: 3 clusters Score -1749035 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 10071 members 
Entering Unmasked Estep 
Score: -1749035.750000 Penalty: 3100.688232
	Iteration 25Q: 3 clusters Score -1749036 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 10075 members 
Entering Unmasked Estep 
Score: -1749036.750000 Penalty: 3100.688232
	Iteration 26Q: 3 clusters Score -1749037 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 10078 members 
Entering Unmasked Estep 
Score: -1749034.500000 Penalty: 3100.688232
	Iteration 27Q: 3 clusters Score -1749034 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 10081 members 
Entering Unmasked Estep 
Score: -1749036.125000 Penalty: 3100.688232
	Iteration 28Q: 3 clusters Score -1749036 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 10080 members 
Entering Unmasked Estep 
Score: -1749033.625000 Penalty: 3100.688232
	Iteration 29Q: 3 clusters Score -1749034 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 10080 members 
Entering Unmasked Estep 
Score: -1749035.875000 Penalty: 3100.688232
	Iteration 30Q: 3 clusters Score -1749036 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 10080 members 
Entering Unmasked Estep 
Score: -1749035.375000 Penalty: 3100.688232
	Iteration 31Q: 3 clusters Score -1749035 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 10079 members 
Entering Unmasked Estep 
Score: -1749033.500000 Penalty: 3100.688232
	Iteration 32Q: 3 clusters Score -1749034 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 10079 members 
Entering Unmasked Estep 
Score: -1749033.500000 Penalty: 3100.688232
	Iteration 33F: 3 clusters Score -1749034 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (8115 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8115 members 
Entering Unmasked Estep 
Score: -1024092.125000 Penalty: 1462.738770
	Iteration 0F: 2 clusters Score -1024092 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -1018274.875000 Penalty: 2925.477539
	Iteration 0F: 3 clusters Score -1018275 nChanged 3445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -1020479.562500 Penalty: 2925.477539
	Iteration 1F: 3 clusters Score -1020480 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -1020995.375000 Penalty: 2925.477539
	Iteration 2F: 3 clusters Score -1020995 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -1021459.312500 Penalty: 2925.477539
	Iteration 3F: 3 clusters Score -1021459 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
Score: -1021830.750000 Penalty: 2925.477539
	Iteration 4F: 3 clusters Score -1021831 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -1022086.625000 Penalty: 2925.477539
	Iteration 5F: 3 clusters Score -1022087 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -1022248.312500 Penalty: 2925.477539
	Iteration 6Q: 3 clusters Score -1022248 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 5416 members 
Entering Unmasked Estep 
Score: -1022368.125000 Penalty: 2925.477539
	Iteration 7Q: 3 clusters Score -1022368 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 5553 members 
Entering Unmasked Estep 
Score: -1022442.187500 Penalty: 2925.477539
	Iteration 8Q: 3 clusters Score -1022442 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 5675 members 
Entering Unmasked Estep 
Score: -1022499.562500 Penalty: 2925.477539
	Iteration 9Q: 3 clusters Score -1022500 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 5789 members 
Entering Unmasked Estep 
Score: -1022548.375000 Penalty: 2925.477539
	Iteration 10Q: 3 clusters Score -1022548 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 5898 members 
Entering Unmasked Estep 
Score: -1022601.250000 Penalty: 2925.477539
	Iteration 11Q: 3 clusters Score -1022601 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 6009 members 
Entering Unmasked Estep 
Score: -1022660.750000 Penalty: 2925.477539
	Iteration 12Q: 3 clusters Score -1022661 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 6120 members 
Entering Unmasked Estep 
Score: -1022732.875000 Penalty: 2925.477539
	Iteration 13Q: 3 clusters Score -1022733 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 6225 members 
Entering Unmasked Estep 
Score: -1022800.875000 Penalty: 2925.477539
	Iteration 14Q: 3 clusters Score -1022801 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 6338 members 
Entering Unmasked Estep 
Score: -1022882.187500 Penalty: 2925.477539
	Iteration 15Q: 3 clusters Score -1022882 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 6444 members 
Entering Unmasked Estep 
Score: -1022964.687500 Penalty: 2925.477539
	Iteration 16Q: 3 clusters Score -1022965 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 6532 members 
Entering Unmasked Estep 
Score: -1023026.625000 Penalty: 2925.477539
	Iteration 17Q: 3 clusters Score -1023027 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 6606 members 
Entering Unmasked Estep 
Score: -1023077.812500 Penalty: 2925.477539
	Iteration 18Q: 3 clusters Score -1023078 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 6660 members 
Entering Unmasked Estep 
Score: -1023118.437500 Penalty: 2925.477539
	Iteration 19Q: 3 clusters Score -1023118 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 6711 members 
Entering Unmasked Estep 
Score: -1023149.250000 Penalty: 2925.477539
	Iteration 20F: 3 clusters Score -1023149 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 6751 members 
Entering Unmasked Estep 
Score: -1023176.125000 Penalty: 2925.477539
	Iteration 21Q: 3 clusters Score -1023176 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 6795 members 
Entering Unmasked Estep 
Score: -1023201.125000 Penalty: 2925.477539
	Iteration 22Q: 3 clusters Score -1023201 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 6828 members 
Entering Unmasked Estep 
Score: -1023219.187500 Penalty: 2925.477539
	Iteration 23Q: 3 clusters Score -1023219 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 6856 members 
Entering Unmasked Estep 
Score: -1023229.812500 Penalty: 2925.477539
	Iteration 24Q: 3 clusters Score -1023230 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 6880 members 
Entering Unmasked Estep 
Score: -1023243.250000 Penalty: 2925.477539
	Iteration 25Q: 3 clusters Score -1023243 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 6901 members 
Entering Unmasked Estep 
Score: -1023247.750000 Penalty: 2925.477539
	Iteration 26Q: 3 clusters Score -1023248 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 6922 members 
Entering Unmasked Estep 
Score: -1023254.437500 Penalty: 2925.477539
	Iteration 27Q: 3 clusters Score -1023254 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 6940 members 
Entering Unmasked Estep 
Score: -1023262.937500 Penalty: 2925.477539
	Iteration 28Q: 3 clusters Score -1023263 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 6959 members 
Entering Unmasked Estep 
Score: -1023268.562500 Penalty: 2925.477539
	Iteration 29Q: 3 clusters Score -1023269 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 6968 members 
Entering Unmasked Estep 
Score: -1023272.625000 Penalty: 2925.477539
	Iteration 30Q: 3 clusters Score -1023273 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 6976 members 
Entering Unmasked Estep 
Score: -1023276.312500 Penalty: 2925.477539
	Iteration 31Q: 3 clusters Score -1023276 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 6989 members 
Entering Unmasked Estep 
Score: -1023282.125000 Penalty: 2925.477539
	Iteration 32Q: 3 clusters Score -1023282 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 7001 members 
Entering Unmasked Estep 
Score: -1023286.250000 Penalty: 2925.477539
	Iteration 33Q: 3 clusters Score -1023286 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 7007 members 
Entering Unmasked Estep 
Score: -1023289.312500 Penalty: 2925.477539
	Iteration 34Q: 3 clusters Score -1023289 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 7012 members 
Entering Unmasked Estep 
Score: -1023291.062500 Penalty: 2925.477539
	Iteration 35Q: 3 clusters Score -1023291 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 7016 members 
Entering Unmasked Estep 
Score: -1023291.187500 Penalty: 2925.477539
	Iteration 36Q: 3 clusters Score -1023291 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 7021 members 
Entering Unmasked Estep 
Score: -1023292.687500 Penalty: 2925.477539
	Iteration 37Q: 3 clusters Score -1023293 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 7023 members 
Entering Unmasked Estep 
Score: -1023294.375000 Penalty: 2925.477539
	Iteration 38Q: 3 clusters Score -1023294 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 7026 members 
Entering Unmasked Estep 
Score: -1023295.687500 Penalty: 2925.477539
	Iteration 39Q: 3 clusters Score -1023296 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 7028 members 
Entering Unmasked Estep 
Score: -1023296.500000 Penalty: 2925.477539
	Iteration 40F: 3 clusters Score -1023296 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (18211 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18211 members 
Entering Unmasked Estep 
Score: -2272817.000000 Penalty: 1594.089478
	Iteration 0F: 2 clusters Score -2272817 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9034 members 
Mstep: Class 2 contains 9177 members 
Entering Unmasked Estep 
Score: -2260347.250000 Penalty: 3188.178955
	Iteration 0F: 3 clusters Score -2260347 nChanged 8241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8503 members 
Mstep: Class 2 contains 9708 members 
Entering Unmasked Estep 
Score: -2265499.750000 Penalty: 3188.178955
	Iteration 1F: 3 clusters Score -2265500 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8134 members 
Mstep: Class 2 contains 10077 members 
Entering Unmasked Estep 
Score: -2266440.250000 Penalty: 3188.178955
	Iteration 2F: 3 clusters Score -2266440 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7801 members 
Mstep: Class 2 contains 10410 members 
Entering Unmasked Estep 
Score: -2267521.750000 Penalty: 3188.178955
	Iteration 3F: 3 clusters Score -2267522 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7579 members 
Mstep: Class 2 contains 10632 members 
Entering Unmasked Estep 
Score: -2268641.000000 Penalty: 3188.178955
	Iteration 4F: 3 clusters Score -2268641 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7489 members 
Mstep: Class 2 contains 10722 members 
Entering Unmasked Estep 
Score: -2269650.000000 Penalty: 3188.178955
	Iteration 5F: 3 clusters Score -2269650 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7589 members 
Mstep: Class 2 contains 10622 members 
Entering Unmasked Estep 
Score: -2270609.500000 Penalty: 3188.178955
	Iteration 6F: 3 clusters Score -2270610 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7803 members 
Mstep: Class 2 contains 10408 members 
Entering Unmasked Estep 
Score: -2271304.250000 Penalty: 3188.178955
	Iteration 7F: 3 clusters Score -2271304 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8064 members 
Mstep: Class 2 contains 10147 members 
Entering Unmasked Estep 
Score: -2271719.500000 Penalty: 3188.178955
	Iteration 8Q: 3 clusters Score -2271720 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8291 members 
Mstep: Class 2 contains 9920 members 
Entering Unmasked Estep 
Score: -2271933.500000 Penalty: 3188.178955
	Iteration 9Q: 3 clusters Score -2271934 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8487 members 
Mstep: Class 2 contains 9724 members 
Entering Unmasked Estep 
Score: -2272069.250000 Penalty: 3188.178955
	Iteration 10Q: 3 clusters Score -2272069 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8680 members 
Mstep: Class 2 contains 9531 members 
Entering Unmasked Estep 
Score: -2272170.000000 Penalty: 3188.178955
	Iteration 11Q: 3 clusters Score -2272170 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8831 members 
Mstep: Class 2 contains 9380 members 
Entering Unmasked Estep 
Score: -2272235.250000 Penalty: 3188.178955
	Iteration 12Q: 3 clusters Score -2272235 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8967 members 
Mstep: Class 2 contains 9244 members 
Entering Unmasked Estep 
Score: -2272283.250000 Penalty: 3188.178955
	Iteration 13Q: 3 clusters Score -2272283 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9082 members 
Mstep: Class 2 contains 9129 members 
Entering Unmasked Estep 
Score: -2272314.250000 Penalty: 3188.178955
	Iteration 14Q: 3 clusters Score -2272314 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9191 members 
Mstep: Class 2 contains 9020 members 
Entering Unmasked Estep 
Score: -2272330.500000 Penalty: 3188.178955
	Iteration 15Q: 3 clusters Score -2272330 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9276 members 
Mstep: Class 2 contains 8935 members 
Entering Unmasked Estep 
Score: -2272349.000000 Penalty: 3188.178955
	Iteration 16Q: 3 clusters Score -2272349 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9370 members 
Mstep: Class 2 contains 8841 members 
Entering Unmasked Estep 
Score: -2272368.250000 Penalty: 3188.178955
	Iteration 17Q: 3 clusters Score -2272368 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9471 members 
Mstep: Class 2 contains 8740 members 
Entering Unmasked Estep 
Score: -2272396.750000 Penalty: 3188.178955
	Iteration 18Q: 3 clusters Score -2272397 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9553 members 
Mstep: Class 2 contains 8658 members 
Entering Unmasked Estep 
Score: -2272418.000000 Penalty: 3188.178955
	Iteration 19Q: 3 clusters Score -2272418 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9617 members 
Mstep: Class 2 contains 8594 members 
Entering Unmasked Estep 
Score: -2272426.500000 Penalty: 3188.178955
	Iteration 20F: 3 clusters Score -2272426 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9667 members 
Mstep: Class 2 contains 8544 members 
Entering Unmasked Estep 
Score: -2272435.250000 Penalty: 3188.178955
	Iteration 21Q: 3 clusters Score -2272435 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9714 members 
Mstep: Class 2 contains 8497 members 
Entering Unmasked Estep 
Score: -2272441.750000 Penalty: 3188.178955
	Iteration 22Q: 3 clusters Score -2272442 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9758 members 
Mstep: Class 2 contains 8453 members 
Entering Unmasked Estep 
Score: -2272447.000000 Penalty: 3188.178955
	Iteration 23Q: 3 clusters Score -2272447 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9795 members 
Mstep: Class 2 contains 8416 members 
Entering Unmasked Estep 
Score: -2272451.750000 Penalty: 3188.178955
	Iteration 24Q: 3 clusters Score -2272452 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9830 members 
Mstep: Class 2 contains 8381 members 
Entering Unmasked Estep 
Score: -2272449.750000 Penalty: 3188.178955
	Iteration 25Q: 3 clusters Score -2272450 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9856 members 
Mstep: Class 2 contains 8355 members 
Entering Unmasked Estep 
Score: -2272459.750000 Penalty: 3188.178955
	Iteration 26Q: 3 clusters Score -2272460 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9876 members 
Mstep: Class 2 contains 8335 members 
Entering Unmasked Estep 
Score: -2272458.000000 Penalty: 3188.178955
	Iteration 27Q: 3 clusters Score -2272458 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9894 members 
Mstep: Class 2 contains 8317 members 
Entering Unmasked Estep 
Score: -2272461.250000 Penalty: 3188.178955
	Iteration 28Q: 3 clusters Score -2272461 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9908 members 
Mstep: Class 2 contains 8303 members 
Entering Unmasked Estep 
Score: -2272460.250000 Penalty: 3188.178955
	Iteration 29Q: 3 clusters Score -2272460 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9920 members 
Mstep: Class 2 contains 8291 members 
Entering Unmasked Estep 
Score: -2272465.250000 Penalty: 3188.178955
	Iteration 30Q: 3 clusters Score -2272465 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9932 members 
Mstep: Class 2 contains 8279 members 
Entering Unmasked Estep 
Score: -2272464.250000 Penalty: 3188.178955
	Iteration 31Q: 3 clusters Score -2272464 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9945 members 
Mstep: Class 2 contains 8266 members 
Entering Unmasked Estep 
Score: -2272470.000000 Penalty: 3188.178955
	Iteration 32Q: 3 clusters Score -2272470 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9955 members 
Mstep: Class 2 contains 8256 members 
Entering Unmasked Estep 
Score: -2272474.750000 Penalty: 3188.178955
	Iteration 33Q: 3 clusters Score -2272475 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9961 members 
Mstep: Class 2 contains 8250 members 
Entering Unmasked Estep 
Score: -2272470.000000 Penalty: 3188.178955
	Iteration 34Q: 3 clusters Score -2272470 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9969 members 
Mstep: Class 2 contains 8242 members 
Entering Unmasked Estep 
Score: -2272468.250000 Penalty: 3188.178955
	Iteration 35Q: 3 clusters Score -2272468 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9978 members 
Mstep: Class 2 contains 8233 members 
Entering Unmasked Estep 
Score: -2272466.500000 Penalty: 3188.178955
	Iteration 36Q: 3 clusters Score -2272466 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9987 members 
Mstep: Class 2 contains 8224 members 
Entering Unmasked Estep 
Score: -2272470.250000 Penalty: 3188.178955
	Iteration 37Q: 3 clusters Score -2272470 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9989 members 
Mstep: Class 2 contains 8222 members 
Entering Unmasked Estep 
Score: -2272471.000000 Penalty: 3188.178955
	Iteration 38Q: 3 clusters Score -2272471 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9990 members 
Mstep: Class 2 contains 8221 members 
Entering Unmasked Estep 
Score: -2272472.750000 Penalty: 3188.178955
	Iteration 39Q: 3 clusters Score -2272473 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9991 members 
Mstep: Class 2 contains 8220 members 
Entering Unmasked Estep 
Score: -2272472.750000 Penalty: 3188.178955
	Iteration 40F: 3 clusters Score -2272473 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (9494 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9494 members 
Entering Unmasked Estep 
Score: -1197203.625000 Penalty: 1488.242432
	Iteration 0F: 2 clusters Score -1197204 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -1190379.500000 Penalty: 2976.484863
	Iteration 0F: 3 clusters Score -1190380 nChanged 4074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -1192398.125000 Penalty: 2976.484863
	Iteration 1F: 3 clusters Score -1192398 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -1192689.750000 Penalty: 2976.484863
	Iteration 2F: 3 clusters Score -1192690 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -1192962.500000 Penalty: 2976.484863
	Iteration 3F: 3 clusters Score -1192962 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 5257 members 
Entering Unmasked Estep 
Score: -1193235.875000 Penalty: 2976.484863
	Iteration 4F: 3 clusters Score -1193236 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 5475 members 
Entering Unmasked Estep 
Score: -1193537.625000 Penalty: 2976.484863
	Iteration 5F: 3 clusters Score -1193538 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 5719 members 
Entering Unmasked Estep 
Score: -1193797.625000 Penalty: 2976.484863
	Iteration 6F: 3 clusters Score -1193798 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 5994 members 
Entering Unmasked Estep 
Score: -1194090.625000 Penalty: 2976.484863
	Iteration 7F: 3 clusters Score -1194091 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 6278 members 
Entering Unmasked Estep 
Score: -1194381.875000 Penalty: 2976.484863
	Iteration 8Q: 3 clusters Score -1194382 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 6563 members 
Entering Unmasked Estep 
Score: -1194688.625000 Penalty: 2976.484863
	Iteration 9Q: 3 clusters Score -1194689 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 6856 members 
Entering Unmasked Estep 
Score: -1195005.500000 Penalty: 2976.484863
	Iteration 10Q: 3 clusters Score -1195006 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 7081 members 
Entering Unmasked Estep 
Score: -1195305.500000 Penalty: 2976.484863
	Iteration 11Q: 3 clusters Score -1195306 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 7269 members 
Entering Unmasked Estep 
Score: -1195549.500000 Penalty: 2976.484863
	Iteration 12Q: 3 clusters Score -1195550 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 7417 members 
Entering Unmasked Estep 
Score: -1195703.250000 Penalty: 2976.484863
	Iteration 13Q: 3 clusters Score -1195703 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 7521 members 
Entering Unmasked Estep 
Score: -1195783.250000 Penalty: 2976.484863
	Iteration 14Q: 3 clusters Score -1195783 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 7602 members 
Entering Unmasked Estep 
Score: -1195837.625000 Penalty: 2976.484863
	Iteration 15Q: 3 clusters Score -1195838 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 7654 members 
Entering Unmasked Estep 
Score: -1195870.500000 Penalty: 2976.484863
	Iteration 16Q: 3 clusters Score -1195870 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 7691 members 
Entering Unmasked Estep 
Score: -1195890.250000 Penalty: 2976.484863
	Iteration 17Q: 3 clusters Score -1195890 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 7741 members 
Entering Unmasked Estep 
Score: -1195908.375000 Penalty: 2976.484863
	Iteration 18Q: 3 clusters Score -1195908 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 7775 members 
Entering Unmasked Estep 
Score: -1195926.250000 Penalty: 2976.484863
	Iteration 19Q: 3 clusters Score -1195926 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 7803 members 
Entering Unmasked Estep 
Score: -1195934.875000 Penalty: 2976.484863
	Iteration 20F: 3 clusters Score -1195935 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 7829 members 
Entering Unmasked Estep 
Score: -1195943.250000 Penalty: 2976.484863
	Iteration 21Q: 3 clusters Score -1195943 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 7851 members 
Entering Unmasked Estep 
Score: -1195952.250000 Penalty: 2976.484863
	Iteration 22Q: 3 clusters Score -1195952 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 7866 members 
Entering Unmasked Estep 
Score: -1195956.750000 Penalty: 2976.484863
	Iteration 23Q: 3 clusters Score -1195957 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 7878 members 
Entering Unmasked Estep 
Score: -1195962.000000 Penalty: 2976.484863
	Iteration 24Q: 3 clusters Score -1195962 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 7892 members 
Entering Unmasked Estep 
Score: -1195964.750000 Penalty: 2976.484863
	Iteration 25Q: 3 clusters Score -1195965 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 7898 members 
Entering Unmasked Estep 
Score: -1195968.875000 Penalty: 2976.484863
	Iteration 26Q: 3 clusters Score -1195969 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 7905 members 
Entering Unmasked Estep 
Score: -1195972.500000 Penalty: 2976.484863
	Iteration 27Q: 3 clusters Score -1195972 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 7915 members 
Entering Unmasked Estep 
Score: -1195981.000000 Penalty: 2976.484863
	Iteration 28Q: 3 clusters Score -1195981 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 7914 members 
Entering Unmasked Estep 
Score: -1195981.500000 Penalty: 2976.484863
	Iteration 29Q: 3 clusters Score -1195982 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 7917 members 
Entering Unmasked Estep 
Score: -1195980.375000 Penalty: 2976.484863
	Iteration 30Q: 3 clusters Score -1195980 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 7918 members 
Entering Unmasked Estep 
Score: -1195981.000000 Penalty: 2976.484863
	Iteration 31Q: 3 clusters Score -1195981 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 7919 members 
Entering Unmasked Estep 
Score: -1195981.000000 Penalty: 2976.484863
	Iteration 32Q: 3 clusters Score -1195981 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 7919 members 
Entering Unmasked Estep 
Score: -1195981.500000 Penalty: 2976.484863
	Iteration 33Q: 3 clusters Score -1195982 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 7921 members 
Entering Unmasked Estep 
Score: -1195981.625000 Penalty: 2976.484863
	Iteration 34Q: 3 clusters Score -1195982 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 7923 members 
Entering Unmasked Estep 
Score: -1195984.875000 Penalty: 2976.484863
	Iteration 35Q: 3 clusters Score -1195985 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 7927 members 
Entering Unmasked Estep 
Score: -1195984.000000 Penalty: 2976.484863
	Iteration 36Q: 3 clusters Score -1195984 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 7931 members 
Entering Unmasked Estep 
Score: -1195984.875000 Penalty: 2976.484863
	Iteration 37Q: 3 clusters Score -1195985 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 7935 members 
Entering Unmasked Estep 
Score: -1195988.250000 Penalty: 2976.484863
	Iteration 38Q: 3 clusters Score -1195988 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 7941 members 
Entering Unmasked Estep 
Score: -1195987.375000 Penalty: 2976.484863
	Iteration 39Q: 3 clusters Score -1195987 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 7946 members 
Entering Unmasked Estep 
Score: -1195990.625000 Penalty: 2976.484863
	Iteration 40F: 3 clusters Score -1195991 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 7950 members 
Entering Unmasked Estep 
Score: -1195991.625000 Penalty: 2976.484863
	Iteration 41Q: 3 clusters Score -1195992 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 7951 members 
Entering Unmasked Estep 
Score: -1195988.750000 Penalty: 2976.484863
	Iteration 42Q: 3 clusters Score -1195989 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 7952 members 
Entering Unmasked Estep 
Score: -1195990.250000 Penalty: 2976.484863
	Iteration 43Q: 3 clusters Score -1195990 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 7952 members 
Entering Unmasked Estep 
Score: -1195990.250000 Penalty: 2976.484863
	Iteration 44F: 3 clusters Score -1195990 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (8717 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8717 members 
Entering Unmasked Estep 
Score: -1063302.375000 Penalty: 1474.367432
	Iteration 0F: 2 clusters Score -1063302 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -1057100.500000 Penalty: 2948.734863
	Iteration 0F: 3 clusters Score -1057100 nChanged 3621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -1059100.250000 Penalty: 2948.734863
	Iteration 1F: 3 clusters Score -1059100 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -1059435.875000 Penalty: 2948.734863
	Iteration 2F: 3 clusters Score -1059436 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -1059779.750000 Penalty: 2948.734863
	Iteration 3F: 3 clusters Score -1059780 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -1060137.125000 Penalty: 2948.734863
	Iteration 4F: 3 clusters Score -1060137 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 5413 members 
Entering Unmasked Estep 
Score: -1060429.875000 Penalty: 2948.734863
	Iteration 5F: 3 clusters Score -1060430 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 5550 members 
Entering Unmasked Estep 
Score: -1060687.125000 Penalty: 2948.734863
	Iteration 6Q: 3 clusters Score -1060687 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 5657 members 
Entering Unmasked Estep 
Score: -1060888.750000 Penalty: 2948.734863
	Iteration 7Q: 3 clusters Score -1060889 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 5776 members 
Entering Unmasked Estep 
Score: -1061047.750000 Penalty: 2948.734863
	Iteration 8Q: 3 clusters Score -1061048 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 5878 members 
Entering Unmasked Estep 
Score: -1061179.750000 Penalty: 2948.734863
	Iteration 9Q: 3 clusters Score -1061180 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 5998 members 
Entering Unmasked Estep 
Score: -1061292.625000 Penalty: 2948.734863
	Iteration 10Q: 3 clusters Score -1061293 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 6109 members 
Entering Unmasked Estep 
Score: -1061388.250000 Penalty: 2948.734863
	Iteration 11Q: 3 clusters Score -1061388 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 6201 members 
Entering Unmasked Estep 
Score: -1061477.625000 Penalty: 2948.734863
	Iteration 12Q: 3 clusters Score -1061478 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 6302 members 
Entering Unmasked Estep 
Score: -1061562.000000 Penalty: 2948.734863
	Iteration 13Q: 3 clusters Score -1061562 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 6410 members 
Entering Unmasked Estep 
Score: -1061639.750000 Penalty: 2948.734863
	Iteration 14Q: 3 clusters Score -1061640 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 6517 members 
Entering Unmasked Estep 
Score: -1061711.250000 Penalty: 2948.734863
	Iteration 15Q: 3 clusters Score -1061711 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 6608 members 
Entering Unmasked Estep 
Score: -1061763.000000 Penalty: 2948.734863
	Iteration 16Q: 3 clusters Score -1061763 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 6684 members 
Entering Unmasked Estep 
Score: -1061798.625000 Penalty: 2948.734863
	Iteration 17Q: 3 clusters Score -1061799 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 6759 members 
Entering Unmasked Estep 
Score: -1061831.375000 Penalty: 2948.734863
	Iteration 18Q: 3 clusters Score -1061831 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 6827 members 
Entering Unmasked Estep 
Score: -1061857.875000 Penalty: 2948.734863
	Iteration 19Q: 3 clusters Score -1061858 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 6890 members 
Entering Unmasked Estep 
Score: -1061879.875000 Penalty: 2948.734863
	Iteration 20F: 3 clusters Score -1061880 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 6938 members 
Entering Unmasked Estep 
Score: -1061893.250000 Penalty: 2948.734863
	Iteration 21Q: 3 clusters Score -1061893 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 6985 members 
Entering Unmasked Estep 
Score: -1061911.875000 Penalty: 2948.734863
	Iteration 22Q: 3 clusters Score -1061912 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 7039 members 
Entering Unmasked Estep 
Score: -1061926.750000 Penalty: 2948.734863
	Iteration 23Q: 3 clusters Score -1061927 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 7091 members 
Entering Unmasked Estep 
Score: -1061941.000000 Penalty: 2948.734863
	Iteration 24Q: 3 clusters Score -1061941 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 7133 members 
Entering Unmasked Estep 
Score: -1061953.500000 Penalty: 2948.734863
	Iteration 25Q: 3 clusters Score -1061954 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 7166 members 
Entering Unmasked Estep 
Score: -1061964.375000 Penalty: 2948.734863
	Iteration 26Q: 3 clusters Score -1061964 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 7197 members 
Entering Unmasked Estep 
Score: -1061972.250000 Penalty: 2948.734863
	Iteration 27Q: 3 clusters Score -1061972 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 7225 members 
Entering Unmasked Estep 
Score: -1061982.625000 Penalty: 2948.734863
	Iteration 28Q: 3 clusters Score -1061983 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 7253 members 
Entering Unmasked Estep 
Score: -1061991.375000 Penalty: 2948.734863
	Iteration 29Q: 3 clusters Score -1061991 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 7269 members 
Entering Unmasked Estep 
Score: -1061997.875000 Penalty: 2948.734863
	Iteration 30Q: 3 clusters Score -1061998 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 7284 members 
Entering Unmasked Estep 
Score: -1062004.125000 Penalty: 2948.734863
	Iteration 31Q: 3 clusters Score -1062004 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 7294 members 
Entering Unmasked Estep 
Score: -1062006.750000 Penalty: 2948.734863
	Iteration 32Q: 3 clusters Score -1062007 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 7304 members 
Entering Unmasked Estep 
Score: -1062009.750000 Penalty: 2948.734863
	Iteration 33Q: 3 clusters Score -1062010 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 7313 members 
Entering Unmasked Estep 
Score: -1062010.000000 Penalty: 2948.734863
	Iteration 34Q: 3 clusters Score -1062010 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 7324 members 
Entering Unmasked Estep 
Score: -1062016.625000 Penalty: 2948.734863
	Iteration 35Q: 3 clusters Score -1062017 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 7339 members 
Entering Unmasked Estep 
Score: -1062017.500000 Penalty: 2948.734863
	Iteration 36Q: 3 clusters Score -1062018 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 7344 members 
Entering Unmasked Estep 
Score: -1062018.000000 Penalty: 2948.734863
	Iteration 37Q: 3 clusters Score -1062018 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 7352 members 
Entering Unmasked Estep 
Score: -1062020.250000 Penalty: 2948.734863
	Iteration 38Q: 3 clusters Score -1062020 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 7357 members 
Entering Unmasked Estep 
Score: -1062021.000000 Penalty: 2948.734863
	Iteration 39Q: 3 clusters Score -1062021 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 7361 members 
Entering Unmasked Estep 
Score: -1062020.375000 Penalty: 2948.734863
	Iteration 40F: 3 clusters Score -1062020 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 7365 members 
Entering Unmasked Estep 
Score: -1062022.125000 Penalty: 2948.734863
	Iteration 41Q: 3 clusters Score -1062022 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 7370 members 
Entering Unmasked Estep 
Score: -1062022.250000 Penalty: 2948.734863
	Iteration 42Q: 3 clusters Score -1062022 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 7377 members 
Entering Unmasked Estep 
Score: -1062025.125000 Penalty: 2948.734863
	Iteration 43Q: 3 clusters Score -1062025 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 7386 members 
Entering Unmasked Estep 
Score: -1062026.375000 Penalty: 2948.734863
	Iteration 44Q: 3 clusters Score -1062026 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 7394 members 
Entering Unmasked Estep 
Score: -1062030.375000 Penalty: 2948.734863
	Iteration 45Q: 3 clusters Score -1062030 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 7399 members 
Entering Unmasked Estep 
Score: -1062031.375000 Penalty: 2948.734863
	Iteration 46Q: 3 clusters Score -1062031 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 7402 members 
Entering Unmasked Estep 
Score: -1062030.750000 Penalty: 2948.734863
	Iteration 47Q: 3 clusters Score -1062031 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 7406 members 
Entering Unmasked Estep 
Score: -1062031.875000 Penalty: 2948.734863
	Iteration 48Q: 3 clusters Score -1062032 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 7406 members 
Entering Unmasked Estep 
Score: -1062031.875000 Penalty: 2948.734863
	Iteration 49F: 3 clusters Score -1062032 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (3231 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Entering Unmasked Estep 
Score: -405810.281250 Penalty: 1313.088989
	Iteration 0F: 2 clusters Score -405810.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -402937.656250 Penalty: 2626.177979
	Iteration 0F: 3 clusters Score -402937.7 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -403656.406250 Penalty: 2626.177979
	Iteration 1F: 3 clusters Score -403656.4 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -403797.531250 Penalty: 2626.177979
	Iteration 2F: 3 clusters Score -403797.5 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -403891.343750 Penalty: 2626.177979
	Iteration 3Q: 3 clusters Score -403891.3 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -403981.906250 Penalty: 2626.177979
	Iteration 4Q: 3 clusters Score -403981.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -404048.750000 Penalty: 2626.177979
	Iteration 5Q: 3 clusters Score -404048.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -404105.812500 Penalty: 2626.177979
	Iteration 6Q: 3 clusters Score -404105.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -404147.843750 Penalty: 2626.177979
	Iteration 7Q: 3 clusters Score -404147.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -404196.468750 Penalty: 2626.177979
	Iteration 8Q: 3 clusters Score -404196.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -404242.843750 Penalty: 2626.177979
	Iteration 9Q: 3 clusters Score -404242.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -404280.062500 Penalty: 2626.177979
	Iteration 10Q: 3 clusters Score -404280.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -404318.875000 Penalty: 2626.177979
	Iteration 11Q: 3 clusters Score -404318.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -404343.406250 Penalty: 2626.177979
	Iteration 12Q: 3 clusters Score -404343.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -404361.125000 Penalty: 2626.177979
	Iteration 13Q: 3 clusters Score -404361.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -404379.906250 Penalty: 2626.177979
	Iteration 14Q: 3 clusters Score -404379.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -404400.375000 Penalty: 2626.177979
	Iteration 15Q: 3 clusters Score -404400.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -404422.562500 Penalty: 2626.177979
	Iteration 16Q: 3 clusters Score -404422.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -404446.156250 Penalty: 2626.177979
	Iteration 17Q: 3 clusters Score -404446.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -404461.468750 Penalty: 2626.177979
	Iteration 18Q: 3 clusters Score -404461.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -404474.531250 Penalty: 2626.177979
	Iteration 19Q: 3 clusters Score -404474.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -404488.937500 Penalty: 2626.177979
	Iteration 20F: 3 clusters Score -404488.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -404507.375000 Penalty: 2626.177979
	Iteration 21Q: 3 clusters Score -404507.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -404533.593750 Penalty: 2626.177979
	Iteration 22Q: 3 clusters Score -404533.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -404571.031250 Penalty: 2626.177979
	Iteration 23Q: 3 clusters Score -404571 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -404610.656250 Penalty: 2626.177979
	Iteration 24Q: 3 clusters Score -404610.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -404645.718750 Penalty: 2626.177979
	Iteration 25Q: 3 clusters Score -404645.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -404674.156250 Penalty: 2626.177979
	Iteration 26Q: 3 clusters Score -404674.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -404698.500000 Penalty: 2626.177979
	Iteration 27Q: 3 clusters Score -404698.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -404717.531250 Penalty: 2626.177979
	Iteration 28Q: 3 clusters Score -404717.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -404726.625000 Penalty: 2626.177979
	Iteration 29Q: 3 clusters Score -404726.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -404732.000000 Penalty: 2626.177979
	Iteration 30Q: 3 clusters Score -404732 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -404733.718750 Penalty: 2626.177979
	Iteration 31Q: 3 clusters Score -404733.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -404737.187500 Penalty: 2626.177979
	Iteration 32Q: 3 clusters Score -404737.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -404740.031250 Penalty: 2626.177979
	Iteration 33Q: 3 clusters Score -404740 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -404743.531250 Penalty: 2626.177979
	Iteration 34Q: 3 clusters Score -404743.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -404745.156250 Penalty: 2626.177979
	Iteration 35Q: 3 clusters Score -404745.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -404747.000000 Penalty: 2626.177979
	Iteration 36Q: 3 clusters Score -404747 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -404749.531250 Penalty: 2626.177979
	Iteration 37Q: 3 clusters Score -404749.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -404752.250000 Penalty: 2626.177979
	Iteration 38Q: 3 clusters Score -404752.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -404753.375000 Penalty: 2626.177979
	Iteration 39Q: 3 clusters Score -404753.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -404755.312500 Penalty: 2626.177979
	Iteration 40F: 3 clusters Score -404755.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -404755.625000 Penalty: 2626.177979
	Iteration 41Q: 3 clusters Score -404755.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -404755.750000 Penalty: 2626.177979
	Iteration 42Q: 3 clusters Score -404755.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -404755.750000 Penalty: 2626.177979
	Iteration 43F: 3 clusters Score -404755.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (17979 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17979 members 
Entering Unmasked Estep 
Score: -2080673.625000 Penalty: 1592.005981
	Iteration 0F: 2 clusters Score -2080674 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8969 members 
Mstep: Class 2 contains 9010 members 
Entering Unmasked Estep 
Score: -2068416.250000 Penalty: 3184.011963
	Iteration 0F: 3 clusters Score -2068416 nChanged 8103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8358 members 
Mstep: Class 2 contains 9621 members 
Entering Unmasked Estep 
Score: -2073513.125000 Penalty: 3184.011963
	Iteration 1F: 3 clusters Score -2073513 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8075 members 
Mstep: Class 2 contains 9904 members 
Entering Unmasked Estep 
Score: -2074402.750000 Penalty: 3184.011963
	Iteration 2F: 3 clusters Score -2074403 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7782 members 
Mstep: Class 2 contains 10197 members 
Entering Unmasked Estep 
Score: -2075301.125000 Penalty: 3184.011963
	Iteration 3F: 3 clusters Score -2075301 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7431 members 
Mstep: Class 2 contains 10548 members 
Entering Unmasked Estep 
Score: -2076107.000000 Penalty: 3184.011963
	Iteration 4F: 3 clusters Score -2076107 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7070 members 
Mstep: Class 2 contains 10909 members 
Entering Unmasked Estep 
Score: -2076759.875000 Penalty: 3184.011963
	Iteration 5F: 3 clusters Score -2076760 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6739 members 
Mstep: Class 2 contains 11240 members 
Entering Unmasked Estep 
Score: -2077268.875000 Penalty: 3184.011963
	Iteration 6Q: 3 clusters Score -2077269 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6403 members 
Mstep: Class 2 contains 11576 members 
Entering Unmasked Estep 
Score: -2077705.875000 Penalty: 3184.011963
	Iteration 7Q: 3 clusters Score -2077706 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6059 members 
Mstep: Class 2 contains 11920 members 
Entering Unmasked Estep 
Score: -2078062.125000 Penalty: 3184.011963
	Iteration 8Q: 3 clusters Score -2078062 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5740 members 
Mstep: Class 2 contains 12239 members 
Entering Unmasked Estep 
Score: -2078346.250000 Penalty: 3184.011963
	Iteration 9Q: 3 clusters Score -2078346 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 12555 members 
Entering Unmasked Estep 
Score: -2078577.250000 Penalty: 3184.011963
	Iteration 10Q: 3 clusters Score -2078577 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 12861 members 
Entering Unmasked Estep 
Score: -2078766.375000 Penalty: 3184.011963
	Iteration 11Q: 3 clusters Score -2078766 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 13177 members 
Entering Unmasked Estep 
Score: -2078919.375000 Penalty: 3184.011963
	Iteration 12Q: 3 clusters Score -2078919 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 13478 members 
Entering Unmasked Estep 
Score: -2079072.250000 Penalty: 3184.011963
	Iteration 13Q: 3 clusters Score -2079072 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 13762 members 
Entering Unmasked Estep 
Score: -2079203.125000 Penalty: 3184.011963
	Iteration 14Q: 3 clusters Score -2079203 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 14032 members 
Entering Unmasked Estep 
Score: -2079324.250000 Penalty: 3184.011963
	Iteration 15Q: 3 clusters Score -2079324 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 14303 members 
Entering Unmasked Estep 
Score: -2079435.000000 Penalty: 3184.011963
	Iteration 16Q: 3 clusters Score -2079435 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 14538 members 
Entering Unmasked Estep 
Score: -2079541.375000 Penalty: 3184.011963
	Iteration 17Q: 3 clusters Score -2079541 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 14762 members 
Entering Unmasked Estep 
Score: -2079643.500000 Penalty: 3184.011963
	Iteration 18Q: 3 clusters Score -2079644 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 15000 members 
Entering Unmasked Estep 
Score: -2079751.000000 Penalty: 3184.011963
	Iteration 19Q: 3 clusters Score -2079751 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 15209 members 
Entering Unmasked Estep 
Score: -2079845.125000 Penalty: 3184.011963
	Iteration 20F: 3 clusters Score -2079845 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 15382 members 
Entering Unmasked Estep 
Score: -2079915.750000 Penalty: 3184.011963
	Iteration 21Q: 3 clusters Score -2079916 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 15526 members 
Entering Unmasked Estep 
Score: -2079959.875000 Penalty: 3184.011963
	Iteration 22Q: 3 clusters Score -2079960 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 15653 members 
Entering Unmasked Estep 
Score: -2080015.125000 Penalty: 3184.011963
	Iteration 23Q: 3 clusters Score -2080015 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 15782 members 
Entering Unmasked Estep 
Score: -2080059.250000 Penalty: 3184.011963
	Iteration 24Q: 3 clusters Score -2080059 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 15895 members 
Entering Unmasked Estep 
Score: -2080105.375000 Penalty: 3184.011963
	Iteration 25Q: 3 clusters Score -2080105 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 15999 members 
Entering Unmasked Estep 
Score: -2080146.375000 Penalty: 3184.011963
	Iteration 26Q: 3 clusters Score -2080146 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 16075 members 
Entering Unmasked Estep 
Score: -2080168.250000 Penalty: 3184.011963
	Iteration 27Q: 3 clusters Score -2080168 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 16144 members 
Entering Unmasked Estep 
Score: -2080193.625000 Penalty: 3184.011963
	Iteration 28Q: 3 clusters Score -2080194 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 16206 members 
Entering Unmasked Estep 
Score: -2080220.375000 Penalty: 3184.011963
	Iteration 29Q: 3 clusters Score -2080220 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 16256 members 
Entering Unmasked Estep 
Score: -2080233.875000 Penalty: 3184.011963
	Iteration 30Q: 3 clusters Score -2080234 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 16300 members 
Entering Unmasked Estep 
Score: -2080246.125000 Penalty: 3184.011963
	Iteration 31Q: 3 clusters Score -2080246 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 16338 members 
Entering Unmasked Estep 
Score: -2080255.000000 Penalty: 3184.011963
	Iteration 32Q: 3 clusters Score -2080255 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 16358 members 
Entering Unmasked Estep 
Score: -2080260.500000 Penalty: 3184.011963
	Iteration 33Q: 3 clusters Score -2080260 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 16380 members 
Entering Unmasked Estep 
Score: -2080266.750000 Penalty: 3184.011963
	Iteration 34Q: 3 clusters Score -2080267 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 16406 members 
Entering Unmasked Estep 
Score: -2080271.125000 Penalty: 3184.011963
	Iteration 35Q: 3 clusters Score -2080271 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 16430 members 
Entering Unmasked Estep 
Score: -2080275.375000 Penalty: 3184.011963
	Iteration 36Q: 3 clusters Score -2080275 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 16454 members 
Entering Unmasked Estep 
Score: -2080287.625000 Penalty: 3184.011963
	Iteration 37Q: 3 clusters Score -2080288 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 16471 members 
Entering Unmasked Estep 
Score: -2080296.500000 Penalty: 3184.011963
	Iteration 38Q: 3 clusters Score -2080296 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 16496 members 
Entering Unmasked Estep 
Score: -2080301.875000 Penalty: 3184.011963
	Iteration 39Q: 3 clusters Score -2080302 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 16516 members 
Entering Unmasked Estep 
Score: -2080308.875000 Penalty: 3184.011963
	Iteration 40F: 3 clusters Score -2080309 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 16539 members 
Entering Unmasked Estep 
Score: -2080319.500000 Penalty: 3184.011963
	Iteration 41Q: 3 clusters Score -2080320 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 16562 members 
Entering Unmasked Estep 
Score: -2080328.375000 Penalty: 3184.011963
	Iteration 42Q: 3 clusters Score -2080328 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 16578 members 
Entering Unmasked Estep 
Score: -2080325.125000 Penalty: 3184.011963
	Iteration 43Q: 3 clusters Score -2080325 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 16600 members 
Entering Unmasked Estep 
Score: -2080336.125000 Penalty: 3184.011963
	Iteration 44Q: 3 clusters Score -2080336 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 16616 members 
Entering Unmasked Estep 
Score: -2080348.125000 Penalty: 3184.011963
	Iteration 45Q: 3 clusters Score -2080348 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 16638 members 
Entering Unmasked Estep 
Score: -2080352.625000 Penalty: 3184.011963
	Iteration 46Q: 3 clusters Score -2080353 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 16652 members 
Entering Unmasked Estep 
Score: -2080353.000000 Penalty: 3184.011963
	Iteration 47Q: 3 clusters Score -2080353 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 16665 members 
Entering Unmasked Estep 
Score: -2080357.750000 Penalty: 3184.011963
	Iteration 48Q: 3 clusters Score -2080358 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 16676 members 
Entering Unmasked Estep 
Score: -2080364.625000 Penalty: 3184.011963
	Iteration 49Q: 3 clusters Score -2080365 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 16685 members 
Entering Unmasked Estep 
Score: -2080364.750000 Penalty: 3184.011963
	Iteration 50Q: 3 clusters Score -2080365 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 16689 members 
Entering Unmasked Estep 
Score: -2080364.500000 Penalty: 3184.011963
	Iteration 51Q: 3 clusters Score -2080364 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 16697 members 
Entering Unmasked Estep 
Score: -2080367.500000 Penalty: 3184.011963
	Iteration 52Q: 3 clusters Score -2080368 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 16703 members 
Entering Unmasked Estep 
Score: -2080369.250000 Penalty: 3184.011963
	Iteration 53Q: 3 clusters Score -2080369 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 16709 members 
Entering Unmasked Estep 
Score: -2080371.750000 Penalty: 3184.011963
	Iteration 54Q: 3 clusters Score -2080372 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 16716 members 
Entering Unmasked Estep 
Score: -2080373.125000 Penalty: 3184.011963
	Iteration 55Q: 3 clusters Score -2080373 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 16722 members 
Entering Unmasked Estep 
Score: -2080377.625000 Penalty: 3184.011963
	Iteration 56Q: 3 clusters Score -2080378 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 16726 members 
Entering Unmasked Estep 
Score: -2080376.000000 Penalty: 3184.011963
	Iteration 57Q: 3 clusters Score -2080376 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 16728 members 
Entering Unmasked Estep 
Score: -2080376.750000 Penalty: 3184.011963
	Iteration 58Q: 3 clusters Score -2080377 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 16731 members 
Entering Unmasked Estep 
Score: -2080375.625000 Penalty: 3184.011963
	Iteration 59Q: 3 clusters Score -2080376 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 16731 members 
Entering Unmasked Estep 
Score: -2080375.625000 Penalty: 3184.011963
	Iteration 60F: 3 clusters Score -2080376 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (38326 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38326 members 
Entering Unmasked Estep 
Score: -4852013.500000 Penalty: 1715.006104
	Iteration 0F: 2 clusters Score -4852014 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19085 members 
Mstep: Class 2 contains 19241 members 
Entering Unmasked Estep 
Score: -4826158.000000 Penalty: 3430.012207
	Iteration 0F: 3 clusters Score -4826158 nChanged 17740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17781 members 
Mstep: Class 2 contains 20545 members 
Entering Unmasked Estep 
Score: -4836379.000000 Penalty: 3430.012207
	Iteration 1F: 3 clusters Score -4836379 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16899 members 
Mstep: Class 2 contains 21427 members 
Entering Unmasked Estep 
Score: -4836893.000000 Penalty: 3430.012207
	Iteration 2Q: 3 clusters Score -4836893 nChanged 1758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15625 members 
Mstep: Class 2 contains 22701 members 
Entering Unmasked Estep 
Score: -4837630.500000 Penalty: 3430.012207
	Iteration 3Q: 3 clusters Score -4837630 nChanged 2038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13869 members 
Mstep: Class 2 contains 24457 members 
Entering Unmasked Estep 
Score: -4838583.000000 Penalty: 3430.012207
	Iteration 4F: 3 clusters Score -4838583 nChanged 2373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11620 members 
Mstep: Class 2 contains 26706 members 
Entering Unmasked Estep 
Score: -4840058.000000 Penalty: 3430.012207
	Iteration 5F: 3 clusters Score -4840058 nChanged 2730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8918 members 
Mstep: Class 2 contains 29408 members 
Entering Unmasked Estep 
Score: -4842076.000000 Penalty: 3430.012207
	Iteration 6F: 3 clusters Score -4842076 nChanged 2943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5991 members 
Mstep: Class 2 contains 32335 members 
Entering Unmasked Estep 
Score: -4844633.500000 Penalty: 3430.012207
	Iteration 7F: 3 clusters Score -4844634 nChanged 2668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 35001 members 
Entering Unmasked Estep 
Score: -4847218.000000 Penalty: 3430.012207
	Iteration 8F: 3 clusters Score -4847218 nChanged 1825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 36826 members 
Entering Unmasked Estep 
Score: -4849032.500000 Penalty: 3430.012207
	Iteration 9Q: 3 clusters Score -4849032 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 37729 members 
Entering Unmasked Estep 
Score: -4849912.000000 Penalty: 3430.012207
	Iteration 10Q: 3 clusters Score -4849912 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 38021 members 
Entering Unmasked Estep 
Score: -4850205.500000 Penalty: 3430.012207
	Iteration 11Q: 3 clusters Score -4850206 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 38122 members 
Entering Unmasked Estep 
Score: -4850348.500000 Penalty: 3430.012207
	Iteration 12Q: 3 clusters Score -4850348 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 38156 members 
Entering Unmasked Estep 
Score: -4850425.500000 Penalty: 3430.012207
	Iteration 13Q: 3 clusters Score -4850426 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 38169 members 
Entering Unmasked Estep 
Score: -4850475.000000 Penalty: 3430.012207
	Iteration 14Q: 3 clusters Score -4850475 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 38176 members 
Entering Unmasked Estep 
Score: -4850497.000000 Penalty: 3430.012207
	Iteration 15Q: 3 clusters Score -4850497 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 38178 members 
Entering Unmasked Estep 
Score: -4850509.000000 Penalty: 3430.012207
	Iteration 16Q: 3 clusters Score -4850509 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 38180 members 
Entering Unmasked Estep 
Score: -4850513.500000 Penalty: 3430.012207
	Iteration 17Q: 3 clusters Score -4850514 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 38181 members 
Entering Unmasked Estep 
Score: -4850516.500000 Penalty: 3430.012207
	Iteration 18Q: 3 clusters Score -4850516 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 38181 members 
Entering Unmasked Estep 
Score: -4850516.500000 Penalty: 3430.012207
	Iteration 19F: 3 clusters Score -4850516 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (39448 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39448 members 
Entering Unmasked Estep 
Score: -4736820.000000 Penalty: 1719.695068
	Iteration 0F: 2 clusters Score -4736820 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19621 members 
Mstep: Class 2 contains 19827 members 
Entering Unmasked Estep 
Score: -4710591.000000 Penalty: 3439.390137
	Iteration 0F: 3 clusters Score -4710591 nChanged 18356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19153 members 
Mstep: Class 2 contains 20295 members 
Entering Unmasked Estep 
Score: -4721617.000000 Penalty: 3439.390137
	Iteration 1F: 3 clusters Score -4721617 nChanged 2300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19117 members 
Mstep: Class 2 contains 20331 members 
Entering Unmasked Estep 
Score: -4722841.500000 Penalty: 3439.390137
	Iteration 2F: 3 clusters Score -4722842 nChanged 2310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19193 members 
Mstep: Class 2 contains 20255 members 
Entering Unmasked Estep 
Score: -4724062.000000 Penalty: 3439.390137
	Iteration 3F: 3 clusters Score -4724062 nChanged 2361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19396 members 
Mstep: Class 2 contains 20052 members 
Entering Unmasked Estep 
Score: -4725296.500000 Penalty: 3439.390137
	Iteration 4F: 3 clusters Score -4725296 nChanged 2328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19736 members 
Mstep: Class 2 contains 19712 members 
Entering Unmasked Estep 
Score: -4726451.500000 Penalty: 3439.390137
	Iteration 5F: 3 clusters Score -4726452 nChanged 2007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20135 members 
Mstep: Class 2 contains 19313 members 
Entering Unmasked Estep 
Score: -4727259.000000 Penalty: 3439.390137
	Iteration 6F: 3 clusters Score -4727259 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20588 members 
Mstep: Class 2 contains 18860 members 
Entering Unmasked Estep 
Score: -4727918.500000 Penalty: 3439.390137
	Iteration 7Q: 3 clusters Score -4727918 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21174 members 
Mstep: Class 2 contains 18274 members 
Entering Unmasked Estep 
Score: -4728488.000000 Penalty: 3439.390137
	Iteration 8Q: 3 clusters Score -4728488 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21922 members 
Mstep: Class 2 contains 17526 members 
Entering Unmasked Estep 
Score: -4729141.500000 Penalty: 3439.390137
	Iteration 9Q: 3 clusters Score -4729142 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22793 members 
Mstep: Class 2 contains 16655 members 
Entering Unmasked Estep 
Score: -4729873.000000 Penalty: 3439.390137
	Iteration 10Q: 3 clusters Score -4729873 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23765 members 
Mstep: Class 2 contains 15683 members 
Entering Unmasked Estep 
Score: -4730657.000000 Penalty: 3439.390137
	Iteration 11Q: 3 clusters Score -4730657 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24714 members 
Mstep: Class 2 contains 14734 members 
Entering Unmasked Estep 
Score: -4731363.500000 Penalty: 3439.390137
	Iteration 12Q: 3 clusters Score -4731364 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25655 members 
Mstep: Class 2 contains 13793 members 
Entering Unmasked Estep 
Score: -4731945.500000 Penalty: 3439.390137
	Iteration 13Q: 3 clusters Score -4731946 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26503 members 
Mstep: Class 2 contains 12945 members 
Entering Unmasked Estep 
Score: -4732403.500000 Penalty: 3439.390137
	Iteration 14Q: 3 clusters Score -4732404 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27242 members 
Mstep: Class 2 contains 12206 members 
Entering Unmasked Estep 
Score: -4732749.500000 Penalty: 3439.390137
	Iteration 15Q: 3 clusters Score -4732750 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27949 members 
Mstep: Class 2 contains 11499 members 
Entering Unmasked Estep 
Score: -4732994.000000 Penalty: 3439.390137
	Iteration 16Q: 3 clusters Score -4732994 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28608 members 
Mstep: Class 2 contains 10840 members 
Entering Unmasked Estep 
Score: -4733263.500000 Penalty: 3439.390137
	Iteration 17Q: 3 clusters Score -4733264 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29204 members 
Mstep: Class 2 contains 10244 members 
Entering Unmasked Estep 
Score: -4733451.000000 Penalty: 3439.390137
	Iteration 18Q: 3 clusters Score -4733451 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29784 members 
Mstep: Class 2 contains 9664 members 
Entering Unmasked Estep 
Score: -4733644.500000 Penalty: 3439.390137
	Iteration 19Q: 3 clusters Score -4733644 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30347 members 
Mstep: Class 2 contains 9101 members 
Entering Unmasked Estep 
Score: -4733813.000000 Penalty: 3439.390137
	Iteration 20F: 3 clusters Score -4733813 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30925 members 
Mstep: Class 2 contains 8523 members 
Entering Unmasked Estep 
Score: -4733996.500000 Penalty: 3439.390137
	Iteration 21Q: 3 clusters Score -4733996 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31446 members 
Mstep: Class 2 contains 8002 members 
Entering Unmasked Estep 
Score: -4734156.500000 Penalty: 3439.390137
	Iteration 22Q: 3 clusters Score -4734156 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31930 members 
Mstep: Class 2 contains 7518 members 
Entering Unmasked Estep 
Score: -4734313.500000 Penalty: 3439.390137
	Iteration 23Q: 3 clusters Score -4734314 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32405 members 
Mstep: Class 2 contains 7043 members 
Entering Unmasked Estep 
Score: -4734471.000000 Penalty: 3439.390137
	Iteration 24Q: 3 clusters Score -4734471 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32856 members 
Mstep: Class 2 contains 6592 members 
Entering Unmasked Estep 
Score: -4734626.500000 Penalty: 3439.390137
	Iteration 25Q: 3 clusters Score -4734626 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33311 members 
Mstep: Class 2 contains 6137 members 
Entering Unmasked Estep 
Score: -4734781.000000 Penalty: 3439.390137
	Iteration 26Q: 3 clusters Score -4734781 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33730 members 
Mstep: Class 2 contains 5718 members 
Entering Unmasked Estep 
Score: -4734944.000000 Penalty: 3439.390137
	Iteration 27Q: 3 clusters Score -4734944 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34183 members 
Mstep: Class 2 contains 5265 members 
Entering Unmasked Estep 
Score: -4735126.000000 Penalty: 3439.390137
	Iteration 28Q: 3 clusters Score -4735126 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34630 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -4735326.500000 Penalty: 3439.390137
	Iteration 29Q: 3 clusters Score -4735326 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35029 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -4735482.500000 Penalty: 3439.390137
	Iteration 30Q: 3 clusters Score -4735482 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35376 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -4735617.000000 Penalty: 3439.390137
	Iteration 31Q: 3 clusters Score -4735617 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35669 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -4735731.500000 Penalty: 3439.390137
	Iteration 32Q: 3 clusters Score -4735732 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35941 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -4735818.000000 Penalty: 3439.390137
	Iteration 33Q: 3 clusters Score -4735818 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36178 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -4735888.500000 Penalty: 3439.390137
	Iteration 34Q: 3 clusters Score -4735888 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36420 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -4735978.000000 Penalty: 3439.390137
	Iteration 35Q: 3 clusters Score -4735978 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36639 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -4736068.000000 Penalty: 3439.390137
	Iteration 36Q: 3 clusters Score -4736068 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36819 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -4736137.000000 Penalty: 3439.390137
	Iteration 37Q: 3 clusters Score -4736137 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36959 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -4736174.500000 Penalty: 3439.390137
	Iteration 38Q: 3 clusters Score -4736174 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37082 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -4736216.500000 Penalty: 3439.390137
	Iteration 39Q: 3 clusters Score -4736216 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37172 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -4736241.500000 Penalty: 3439.390137
	Iteration 40F: 3 clusters Score -4736242 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37251 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -4736277.000000 Penalty: 3439.390137
	Iteration 41Q: 3 clusters Score -4736277 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37323 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -4736292.000000 Penalty: 3439.390137
	Iteration 42Q: 3 clusters Score -4736292 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37397 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -4736314.500000 Penalty: 3439.390137
	Iteration 43Q: 3 clusters Score -4736314 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37458 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -4736318.500000 Penalty: 3439.390137
	Iteration 44Q: 3 clusters Score -4736318 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37505 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -4736319.000000 Penalty: 3439.390137
	Iteration 45Q: 3 clusters Score -4736319 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37549 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -4736339.000000 Penalty: 3439.390137
	Iteration 46Q: 3 clusters Score -4736339 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37580 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -4736341.000000 Penalty: 3439.390137
	Iteration 47Q: 3 clusters Score -4736341 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37598 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -4736339.500000 Penalty: 3439.390137
	Iteration 48Q: 3 clusters Score -4736340 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37618 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -4736351.500000 Penalty: 3439.390137
	Iteration 49Q: 3 clusters Score -4736352 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37631 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -4736354.500000 Penalty: 3439.390137
	Iteration 50Q: 3 clusters Score -4736354 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37643 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -4736351.500000 Penalty: 3439.390137
	Iteration 51Q: 3 clusters Score -4736352 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37655 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -4736356.000000 Penalty: 3439.390137
	Iteration 52Q: 3 clusters Score -4736356 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37671 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -4736364.500000 Penalty: 3439.390137
	Iteration 53Q: 3 clusters Score -4736364 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37689 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -4736365.500000 Penalty: 3439.390137
	Iteration 54Q: 3 clusters Score -4736366 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37699 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -4736361.000000 Penalty: 3439.390137
	Iteration 55Q: 3 clusters Score -4736361 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37705 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -4736361.500000 Penalty: 3439.390137
	Iteration 56Q: 3 clusters Score -4736362 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37709 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -4736367.500000 Penalty: 3439.390137
	Iteration 57Q: 3 clusters Score -4736368 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37712 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -4736367.500000 Penalty: 3439.390137
	Iteration 58Q: 3 clusters Score -4736368 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37714 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -4736368.000000 Penalty: 3439.390137
	Iteration 59Q: 3 clusters Score -4736368 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37716 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -4736366.500000 Penalty: 3439.390137
	Iteration 60F: 3 clusters Score -4736366 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37719 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -4736370.000000 Penalty: 3439.390137
	Iteration 61Q: 3 clusters Score -4736370 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37723 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -4736371.000000 Penalty: 3439.390137
	Iteration 62Q: 3 clusters Score -4736371 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37730 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -4736376.500000 Penalty: 3439.390137
	Iteration 63Q: 3 clusters Score -4736376 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37737 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -4736377.500000 Penalty: 3439.390137
	Iteration 64Q: 3 clusters Score -4736378 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37743 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -4736381.500000 Penalty: 3439.390137
	Iteration 65Q: 3 clusters Score -4736382 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37747 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -4736379.500000 Penalty: 3439.390137
	Iteration 66Q: 3 clusters Score -4736380 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37745 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -4736378.000000 Penalty: 3439.390137
	Iteration 67Q: 3 clusters Score -4736378 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37746 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -4736380.500000 Penalty: 3439.390137
	Iteration 68Q: 3 clusters Score -4736380 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37746 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -4736380.500000 Penalty: 3439.390137
	Iteration 69F: 3 clusters Score -4736380 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (3748 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Entering Unmasked Estep 
Score: -443612.937500 Penalty: 1337.208740
	Iteration 0F: 2 clusters Score -443612.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -440462.437500 Penalty: 2674.417480
	Iteration 0F: 3 clusters Score -440462.4 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -441435.343750 Penalty: 2674.417480
	Iteration 1F: 3 clusters Score -441435.3 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -441692.593750 Penalty: 2674.417480
	Iteration 2F: 3 clusters Score -441692.6 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -441902.406250 Penalty: 2674.417480
	Iteration 3F: 3 clusters Score -441902.4 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -442114.656250 Penalty: 2674.417480
	Iteration 4F: 3 clusters Score -442114.7 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -442348.781250 Penalty: 2674.417480
	Iteration 5F: 3 clusters Score -442348.8 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -442622.843750 Penalty: 2674.417480
	Iteration 6F: 3 clusters Score -442622.8 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -442898.468750 Penalty: 2674.417480
	Iteration 7F: 3 clusters Score -442898.5 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -443102.093750 Penalty: 2674.417480
	Iteration 8F: 3 clusters Score -443102.1 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -443309.718750 Penalty: 2674.417480
	Iteration 9Q: 3 clusters Score -443309.7 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -443489.781250 Penalty: 2674.417480
	Iteration 10Q: 3 clusters Score -443489.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -443579.593750 Penalty: 2674.417480
	Iteration 11Q: 3 clusters Score -443579.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -443628.937500 Penalty: 2674.417480
	Iteration 12Q: 3 clusters Score -443628.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -443679.718750 Penalty: 2674.417480
	Iteration 13Q: 3 clusters Score -443679.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -443726.687500 Penalty: 2674.417480
	Iteration 14Q: 3 clusters Score -443726.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -443768.343750 Penalty: 2674.417480
	Iteration 15Q: 3 clusters Score -443768.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -443806.750000 Penalty: 2674.417480
	Iteration 16Q: 3 clusters Score -443806.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -443830.437500 Penalty: 2674.417480
	Iteration 17Q: 3 clusters Score -443830.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -443850.187500 Penalty: 2674.417480
	Iteration 18Q: 3 clusters Score -443850.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -443858.906250 Penalty: 2674.417480
	Iteration 19Q: 3 clusters Score -443858.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -443867.125000 Penalty: 2674.417480
	Iteration 20F: 3 clusters Score -443867.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -443878.031250 Penalty: 2674.417480
	Iteration 21Q: 3 clusters Score -443878 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -443893.562500 Penalty: 2674.417480
	Iteration 22Q: 3 clusters Score -443893.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -443913.937500 Penalty: 2674.417480
	Iteration 23Q: 3 clusters Score -443913.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -443927.281250 Penalty: 2674.417480
	Iteration 24Q: 3 clusters Score -443927.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -443933.406250 Penalty: 2674.417480
	Iteration 25Q: 3 clusters Score -443933.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -443938.812500 Penalty: 2674.417480
	Iteration 26Q: 3 clusters Score -443938.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -443942.625000 Penalty: 2674.417480
	Iteration 27Q: 3 clusters Score -443942.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -443945.718750 Penalty: 2674.417480
	Iteration 28Q: 3 clusters Score -443945.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -443946.000000 Penalty: 2674.417480
	Iteration 29Q: 3 clusters Score -443946 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -443946.687500 Penalty: 2674.417480
	Iteration 30Q: 3 clusters Score -443946.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -443946.656250 Penalty: 2674.417480
	Iteration 31Q: 3 clusters Score -443946.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -443947.187500 Penalty: 2674.417480
	Iteration 32Q: 3 clusters Score -443947.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -443947.187500 Penalty: 2674.417480
	Iteration 33F: 3 clusters Score -443947.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 8917 members 
Mstep: Class 3 contains 100458 members 
Mstep: Class 4 contains 10465 members 
Mstep: Class 5 contains 2246 members 
Mstep: Class 6 contains 24740 members 
Mstep: Class 7 contains 13913 members 
Mstep: Class 8 contains 8115 members 
Mstep: Class 9 contains 18211 members 
Mstep: Class 10 contains 9494 members 
Mstep: Class 11 contains 8717 members 
Mstep: Class 12 contains 3231 members 
Mstep: Class 13 contains 17979 members 
Mstep: Class 14 contains 38326 members 
Mstep: Class 15 contains 39448 members 
Mstep: Class 16 contains 2244 members 
Mstep: Class 17 contains 5824 members 
Mstep: Class 18 contains 47459 members 
Mstep: Class 19 contains 3461 members 
Mstep: Class 20 contains 3170 members 
Mstep: Class 21 contains 1108 members 
Mstep: Class 22 contains 3317 members 
Mstep: Class 23 contains 43933 members 
Mstep: Class 24 contains 13018 members 
Mstep: Class 25 contains 12667 members 
Mstep: Class 26 contains 2892 members 
Mstep: Class 27 contains 10277 members 
Mstep: Class 28 contains 2334 members 
Mstep: Class 29 contains 25583 members 
Mstep: Class 30 contains 36148 members 
Mstep: Class 31 contains 4567 members 
Mstep: Class 32 contains 23757 members 
Mstep: Class 33 contains 12308 members 
Mstep: Class 34 contains 6107 members 
Mstep: Class 35 contains 4649 members 
Mstep: Class 36 contains 2379 members 
Mstep: Class 37 contains 17804 members 
Mstep: Class 38 contains 8798 members 
Mstep: Class 39 contains 4992 members 
Mstep: Class 40 contains 14628 members 
Mstep: Class 41 contains 10859 members 
Mstep: Class 42 contains 13456 members 
Mstep: Class 43 contains 144571 members 
Mstep: Class 44 contains 29116 members 
Mstep: Class 45 contains 2934 members 
Mstep: Class 46 contains 1504 members 
Entering Unmasked Estep 
Score: -100314408.000000 Penalty: 101793.265625
Splitting cluster 16 changes total score from -100314640.000000 to -100314408.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 17 (5824 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5824 members 
Entering Unmasked Estep 
Score: -725362.812500 Penalty: 1408.833130
	Iteration 0F: 2 clusters Score -725362.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -720857.562500 Penalty: 2817.666260
	Iteration 0F: 3 clusters Score -720857.6 nChanged 2396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -722293.437500 Penalty: 2817.666260
	Iteration 1F: 3 clusters Score -722293.4 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -722577.937500 Penalty: 2817.666260
	Iteration 2F: 3 clusters Score -722577.9 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -722849.250000 Penalty: 2817.666260
	Iteration 3F: 3 clusters Score -722849.2 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -723137.500000 Penalty: 2817.666260
	Iteration 4F: 3 clusters Score -723137.5 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -723397.312500 Penalty: 2817.666260
	Iteration 5F: 3 clusters Score -723397.3 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -723606.750000 Penalty: 2817.666260
	Iteration 6F: 3 clusters Score -723606.8 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -723753.687500 Penalty: 2817.666260
	Iteration 7Q: 3 clusters Score -723753.7 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -723887.687500 Penalty: 2817.666260
	Iteration 8Q: 3 clusters Score -723887.7 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -724009.187500 Penalty: 2817.666260
	Iteration 9Q: 3 clusters Score -724009.2 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -724115.437500 Penalty: 2817.666260
	Iteration 10Q: 3 clusters Score -724115.4 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -724229.437500 Penalty: 2817.666260
	Iteration 11Q: 3 clusters Score -724229.4 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -724365.000000 Penalty: 2817.666260
	Iteration 12Q: 3 clusters Score -724365 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -724495.312500 Penalty: 2817.666260
	Iteration 13Q: 3 clusters Score -724495.3 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -724623.562500 Penalty: 2817.666260
	Iteration 14Q: 3 clusters Score -724623.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -724717.562500 Penalty: 2817.666260
	Iteration 15Q: 3 clusters Score -724717.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -724787.687500 Penalty: 2817.666260
	Iteration 16Q: 3 clusters Score -724787.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -724852.750000 Penalty: 2817.666260
	Iteration 17Q: 3 clusters Score -724852.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -724894.500000 Penalty: 2817.666260
	Iteration 18Q: 3 clusters Score -724894.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -724906.000000 Penalty: 2817.666260
	Iteration 19Q: 3 clusters Score -724906 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -724912.250000 Penalty: 2817.666260
	Iteration 20F: 3 clusters Score -724912.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -724920.000000 Penalty: 2817.666260
	Iteration 21Q: 3 clusters Score -724920 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -724923.437500 Penalty: 2817.666260
	Iteration 22Q: 3 clusters Score -724923.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -724927.000000 Penalty: 2817.666260
	Iteration 23Q: 3 clusters Score -724927 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -724927.625000 Penalty: 2817.666260
	Iteration 24Q: 3 clusters Score -724927.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -724929.375000 Penalty: 2817.666260
	Iteration 25Q: 3 clusters Score -724929.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -724929.562500 Penalty: 2817.666260
	Iteration 26Q: 3 clusters Score -724929.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -724928.562500 Penalty: 2817.666260
	Iteration 27Q: 3 clusters Score -724928.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -724929.750000 Penalty: 2817.666260
	Iteration 28Q: 3 clusters Score -724929.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -724930.312500 Penalty: 2817.666260
	Iteration 29Q: 3 clusters Score -724930.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -724931.250000 Penalty: 2817.666260
	Iteration 30Q: 3 clusters Score -724931.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -724930.750000 Penalty: 2817.666260
	Iteration 31Q: 3 clusters Score -724930.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -724931.125000 Penalty: 2817.666260
	Iteration 32Q: 3 clusters Score -724931.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -724930.437500 Penalty: 2817.666260
	Iteration 33Q: 3 clusters Score -724930.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -724930.625000 Penalty: 2817.666260
	Iteration 34Q: 3 clusters Score -724930.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -724930.625000 Penalty: 2817.666260
	Iteration 35F: 3 clusters Score -724930.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (47459 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47459 members 
Entering Unmasked Estep 
Score: -5987266.500000 Penalty: 1749.738403
	Iteration 0F: 2 clusters Score -5987266 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23702 members 
Mstep: Class 2 contains 23757 members 
Entering Unmasked Estep 
Score: -5955497.500000 Penalty: 3499.476807
	Iteration 0F: 3 clusters Score -5955498 nChanged 22112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23982 members 
Mstep: Class 2 contains 23477 members 
Entering Unmasked Estep 
Score: -5967979.500000 Penalty: 3499.476807
	Iteration 1F: 3 clusters Score -5967980 nChanged 2093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24475 members 
Mstep: Class 2 contains 22984 members 
Entering Unmasked Estep 
Score: -5968680.500000 Penalty: 3499.476807
	Iteration 2Q: 3 clusters Score -5968680 nChanged 2235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25204 members 
Mstep: Class 2 contains 22255 members 
Entering Unmasked Estep 
Score: -5969594.000000 Penalty: 3499.476807
	Iteration 3Q: 3 clusters Score -5969594 nChanged 2569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26181 members 
Mstep: Class 2 contains 21278 members 
Entering Unmasked Estep 
Score: -5970912.000000 Penalty: 3499.476807
	Iteration 4F: 3 clusters Score -5970912 nChanged 3038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27435 members 
Mstep: Class 2 contains 20024 members 
Entering Unmasked Estep 
Score: -5972591.500000 Penalty: 3499.476807
	Iteration 5F: 3 clusters Score -5972592 nChanged 3100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28979 members 
Mstep: Class 2 contains 18480 members 
Entering Unmasked Estep 
Score: -5974451.000000 Penalty: 3499.476807
	Iteration 6F: 3 clusters Score -5974451 nChanged 2951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30568 members 
Mstep: Class 2 contains 16891 members 
Entering Unmasked Estep 
Score: -5976189.000000 Penalty: 3499.476807
	Iteration 7F: 3 clusters Score -5976189 nChanged 2471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31875 members 
Mstep: Class 2 contains 15584 members 
Entering Unmasked Estep 
Score: -5977426.000000 Penalty: 3499.476807
	Iteration 8F: 3 clusters Score -5977426 nChanged 2002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33019 members 
Mstep: Class 2 contains 14440 members 
Entering Unmasked Estep 
Score: -5978334.000000 Penalty: 3499.476807
	Iteration 9Q: 3 clusters Score -5978334 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34055 members 
Mstep: Class 2 contains 13404 members 
Entering Unmasked Estep 
Score: -5979286.500000 Penalty: 3499.476807
	Iteration 10Q: 3 clusters Score -5979286 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34950 members 
Mstep: Class 2 contains 12509 members 
Entering Unmasked Estep 
Score: -5980251.000000 Penalty: 3499.476807
	Iteration 11Q: 3 clusters Score -5980251 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35747 members 
Mstep: Class 2 contains 11712 members 
Entering Unmasked Estep 
Score: -5981218.000000 Penalty: 3499.476807
	Iteration 12Q: 3 clusters Score -5981218 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36342 members 
Mstep: Class 2 contains 11117 members 
Entering Unmasked Estep 
Score: -5982282.000000 Penalty: 3499.476807
	Iteration 13Q: 3 clusters Score -5982282 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36702 members 
Mstep: Class 2 contains 10757 members 
Entering Unmasked Estep 
Score: -5983110.500000 Penalty: 3499.476807
	Iteration 14Q: 3 clusters Score -5983110 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36895 members 
Mstep: Class 2 contains 10564 members 
Entering Unmasked Estep 
Score: -5983570.000000 Penalty: 3499.476807
	Iteration 15Q: 3 clusters Score -5983570 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37010 members 
Mstep: Class 2 contains 10449 members 
Entering Unmasked Estep 
Score: -5983832.000000 Penalty: 3499.476807
	Iteration 16Q: 3 clusters Score -5983832 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37093 members 
Mstep: Class 2 contains 10366 members 
Entering Unmasked Estep 
Score: -5983983.000000 Penalty: 3499.476807
	Iteration 17Q: 3 clusters Score -5983983 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37190 members 
Mstep: Class 2 contains 10269 members 
Entering Unmasked Estep 
Score: -5984070.500000 Penalty: 3499.476807
	Iteration 18Q: 3 clusters Score -5984070 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37326 members 
Mstep: Class 2 contains 10133 members 
Entering Unmasked Estep 
Score: -5984128.500000 Penalty: 3499.476807
	Iteration 19Q: 3 clusters Score -5984128 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37444 members 
Mstep: Class 2 contains 10015 members 
Entering Unmasked Estep 
Score: -5984176.500000 Penalty: 3499.476807
	Iteration 20F: 3 clusters Score -5984176 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37563 members 
Mstep: Class 2 contains 9896 members 
Entering Unmasked Estep 
Score: -5984238.000000 Penalty: 3499.476807
	Iteration 21Q: 3 clusters Score -5984238 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37683 members 
Mstep: Class 2 contains 9776 members 
Entering Unmasked Estep 
Score: -5984315.000000 Penalty: 3499.476807
	Iteration 22Q: 3 clusters Score -5984315 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37808 members 
Mstep: Class 2 contains 9651 members 
Entering Unmasked Estep 
Score: -5984369.500000 Penalty: 3499.476807
	Iteration 23Q: 3 clusters Score -5984370 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37936 members 
Mstep: Class 2 contains 9523 members 
Entering Unmasked Estep 
Score: -5984413.500000 Penalty: 3499.476807
	Iteration 24Q: 3 clusters Score -5984414 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38058 members 
Mstep: Class 2 contains 9401 members 
Entering Unmasked Estep 
Score: -5984466.000000 Penalty: 3499.476807
	Iteration 25Q: 3 clusters Score -5984466 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38168 members 
Mstep: Class 2 contains 9291 members 
Entering Unmasked Estep 
Score: -5984502.000000 Penalty: 3499.476807
	Iteration 26Q: 3 clusters Score -5984502 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38294 members 
Mstep: Class 2 contains 9165 members 
Entering Unmasked Estep 
Score: -5984539.500000 Penalty: 3499.476807
	Iteration 27Q: 3 clusters Score -5984540 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38421 members 
Mstep: Class 2 contains 9038 members 
Entering Unmasked Estep 
Score: -5984588.500000 Penalty: 3499.476807
	Iteration 28Q: 3 clusters Score -5984588 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38537 members 
Mstep: Class 2 contains 8922 members 
Entering Unmasked Estep 
Score: -5984662.000000 Penalty: 3499.476807
	Iteration 29Q: 3 clusters Score -5984662 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38689 members 
Mstep: Class 2 contains 8770 members 
Entering Unmasked Estep 
Score: -5984731.000000 Penalty: 3499.476807
	Iteration 30Q: 3 clusters Score -5984731 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38852 members 
Mstep: Class 2 contains 8607 members 
Entering Unmasked Estep 
Score: -5984775.000000 Penalty: 3499.476807
	Iteration 31Q: 3 clusters Score -5984775 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39034 members 
Mstep: Class 2 contains 8425 members 
Entering Unmasked Estep 
Score: -5984802.500000 Penalty: 3499.476807
	Iteration 32Q: 3 clusters Score -5984802 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39206 members 
Mstep: Class 2 contains 8253 members 
Entering Unmasked Estep 
Score: -5984868.500000 Penalty: 3499.476807
	Iteration 33Q: 3 clusters Score -5984868 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39392 members 
Mstep: Class 2 contains 8067 members 
Entering Unmasked Estep 
Score: -5984949.500000 Penalty: 3499.476807
	Iteration 34Q: 3 clusters Score -5984950 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39580 members 
Mstep: Class 2 contains 7879 members 
Entering Unmasked Estep 
Score: -5985003.500000 Penalty: 3499.476807
	Iteration 35Q: 3 clusters Score -5985004 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39762 members 
Mstep: Class 2 contains 7697 members 
Entering Unmasked Estep 
Score: -5985035.000000 Penalty: 3499.476807
	Iteration 36Q: 3 clusters Score -5985035 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39926 members 
Mstep: Class 2 contains 7533 members 
Entering Unmasked Estep 
Score: -5985087.500000 Penalty: 3499.476807
	Iteration 37Q: 3 clusters Score -5985088 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40084 members 
Mstep: Class 2 contains 7375 members 
Entering Unmasked Estep 
Score: -5985126.500000 Penalty: 3499.476807
	Iteration 38Q: 3 clusters Score -5985126 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40218 members 
Mstep: Class 2 contains 7241 members 
Entering Unmasked Estep 
Score: -5985154.500000 Penalty: 3499.476807
	Iteration 39Q: 3 clusters Score -5985154 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40332 members 
Mstep: Class 2 contains 7127 members 
Entering Unmasked Estep 
Score: -5985177.000000 Penalty: 3499.476807
	Iteration 40F: 3 clusters Score -5985177 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40448 members 
Mstep: Class 2 contains 7011 members 
Entering Unmasked Estep 
Score: -5985196.500000 Penalty: 3499.476807
	Iteration 41Q: 3 clusters Score -5985196 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40560 members 
Mstep: Class 2 contains 6899 members 
Entering Unmasked Estep 
Score: -5985199.000000 Penalty: 3499.476807
	Iteration 42Q: 3 clusters Score -5985199 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40666 members 
Mstep: Class 2 contains 6793 members 
Entering Unmasked Estep 
Score: -5985212.500000 Penalty: 3499.476807
	Iteration 43Q: 3 clusters Score -5985212 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40760 members 
Mstep: Class 2 contains 6699 members 
Entering Unmasked Estep 
Score: -5985225.000000 Penalty: 3499.476807
	Iteration 44Q: 3 clusters Score -5985225 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40850 members 
Mstep: Class 2 contains 6609 members 
Entering Unmasked Estep 
Score: -5985243.000000 Penalty: 3499.476807
	Iteration 45Q: 3 clusters Score -5985243 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40940 members 
Mstep: Class 2 contains 6519 members 
Entering Unmasked Estep 
Score: -5985265.000000 Penalty: 3499.476807
	Iteration 46Q: 3 clusters Score -5985265 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41021 members 
Mstep: Class 2 contains 6438 members 
Entering Unmasked Estep 
Score: -5985278.500000 Penalty: 3499.476807
	Iteration 47Q: 3 clusters Score -5985278 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41094 members 
Mstep: Class 2 contains 6365 members 
Entering Unmasked Estep 
Score: -5985279.500000 Penalty: 3499.476807
	Iteration 48Q: 3 clusters Score -5985280 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41169 members 
Mstep: Class 2 contains 6290 members 
Entering Unmasked Estep 
Score: -5985288.000000 Penalty: 3499.476807
	Iteration 49Q: 3 clusters Score -5985288 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41246 members 
Mstep: Class 2 contains 6213 members 
Entering Unmasked Estep 
Score: -5985306.500000 Penalty: 3499.476807
	Iteration 50Q: 3 clusters Score -5985306 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41313 members 
Mstep: Class 2 contains 6146 members 
Entering Unmasked Estep 
Score: -5985306.500000 Penalty: 3499.476807
	Iteration 51Q: 3 clusters Score -5985306 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41377 members 
Mstep: Class 2 contains 6082 members 
Entering Unmasked Estep 
Score: -5985319.500000 Penalty: 3499.476807
	Iteration 52Q: 3 clusters Score -5985320 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41442 members 
Mstep: Class 2 contains 6017 members 
Entering Unmasked Estep 
Score: -5985333.000000 Penalty: 3499.476807
	Iteration 53Q: 3 clusters Score -5985333 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41505 members 
Mstep: Class 2 contains 5954 members 
Entering Unmasked Estep 
Score: -5985326.500000 Penalty: 3499.476807
	Iteration 54Q: 3 clusters Score -5985326 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41586 members 
Mstep: Class 2 contains 5873 members 
Entering Unmasked Estep 
Score: -5985351.500000 Penalty: 3499.476807
	Iteration 55Q: 3 clusters Score -5985352 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41661 members 
Mstep: Class 2 contains 5798 members 
Entering Unmasked Estep 
Score: -5985382.000000 Penalty: 3499.476807
	Iteration 56Q: 3 clusters Score -5985382 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41748 members 
Mstep: Class 2 contains 5711 members 
Entering Unmasked Estep 
Score: -5985391.000000 Penalty: 3499.476807
	Iteration 57Q: 3 clusters Score -5985391 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41840 members 
Mstep: Class 2 contains 5619 members 
Entering Unmasked Estep 
Score: -5985418.000000 Penalty: 3499.476807
	Iteration 58Q: 3 clusters Score -5985418 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41920 members 
Mstep: Class 2 contains 5539 members 
Entering Unmasked Estep 
Score: -5985428.500000 Penalty: 3499.476807
	Iteration 59Q: 3 clusters Score -5985428 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41999 members 
Mstep: Class 2 contains 5460 members 
Entering Unmasked Estep 
Score: -5985429.500000 Penalty: 3499.476807
	Iteration 60F: 3 clusters Score -5985430 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42090 members 
Mstep: Class 2 contains 5369 members 
Entering Unmasked Estep 
Score: -5985445.000000 Penalty: 3499.476807
	Iteration 61Q: 3 clusters Score -5985445 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42189 members 
Mstep: Class 2 contains 5270 members 
Entering Unmasked Estep 
Score: -5985466.000000 Penalty: 3499.476807
	Iteration 62Q: 3 clusters Score -5985466 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42285 members 
Mstep: Class 2 contains 5174 members 
Entering Unmasked Estep 
Score: -5985492.000000 Penalty: 3499.476807
	Iteration 63Q: 3 clusters Score -5985492 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42384 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -5985535.500000 Penalty: 3499.476807
	Iteration 64Q: 3 clusters Score -5985536 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42473 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -5985534.000000 Penalty: 3499.476807
	Iteration 65Q: 3 clusters Score -5985534 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42548 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -5985526.500000 Penalty: 3499.476807
	Iteration 66Q: 3 clusters Score -5985526 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42623 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -5985543.500000 Penalty: 3499.476807
	Iteration 67Q: 3 clusters Score -5985544 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42694 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -5985557.500000 Penalty: 3499.476807
	Iteration 68Q: 3 clusters Score -5985558 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42777 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -5985573.500000 Penalty: 3499.476807
	Iteration 69Q: 3 clusters Score -5985574 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42855 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -5985591.000000 Penalty: 3499.476807
	Iteration 70Q: 3 clusters Score -5985591 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42932 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -5985601.500000 Penalty: 3499.476807
	Iteration 71Q: 3 clusters Score -5985602 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43000 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -5985622.000000 Penalty: 3499.476807
	Iteration 72Q: 3 clusters Score -5985622 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43070 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -5985651.500000 Penalty: 3499.476807
	Iteration 73Q: 3 clusters Score -5985652 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43141 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -5985655.000000 Penalty: 3499.476807
	Iteration 74Q: 3 clusters Score -5985655 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43206 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -5985657.000000 Penalty: 3499.476807
	Iteration 75Q: 3 clusters Score -5985657 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43273 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -5985684.500000 Penalty: 3499.476807
	Iteration 76Q: 3 clusters Score -5985684 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43347 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -5985710.500000 Penalty: 3499.476807
	Iteration 77Q: 3 clusters Score -5985710 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43410 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -5985720.500000 Penalty: 3499.476807
	Iteration 78Q: 3 clusters Score -5985720 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43475 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -5985733.000000 Penalty: 3499.476807
	Iteration 79Q: 3 clusters Score -5985733 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43536 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -5985761.000000 Penalty: 3499.476807
	Iteration 80F: 3 clusters Score -5985761 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43611 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -5985760.500000 Penalty: 3499.476807
	Iteration 81Q: 3 clusters Score -5985760 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43681 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -5985787.000000 Penalty: 3499.476807
	Iteration 82Q: 3 clusters Score -5985787 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43757 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -5985814.500000 Penalty: 3499.476807
	Iteration 83Q: 3 clusters Score -5985814 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43832 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -5985840.500000 Penalty: 3499.476807
	Iteration 84Q: 3 clusters Score -5985840 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43900 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -5985840.000000 Penalty: 3499.476807
	Iteration 85Q: 3 clusters Score -5985840 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43967 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -5985855.500000 Penalty: 3499.476807
	Iteration 86Q: 3 clusters Score -5985856 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44034 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -5985880.500000 Penalty: 3499.476807
	Iteration 87Q: 3 clusters Score -5985880 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44087 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -5985893.000000 Penalty: 3499.476807
	Iteration 88Q: 3 clusters Score -5985893 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44137 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -5985915.500000 Penalty: 3499.476807
	Iteration 89Q: 3 clusters Score -5985916 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44180 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -5985919.500000 Penalty: 3499.476807
	Iteration 90Q: 3 clusters Score -5985920 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44225 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -5985935.000000 Penalty: 3499.476807
	Iteration 91Q: 3 clusters Score -5985935 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44270 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -5985944.000000 Penalty: 3499.476807
	Iteration 92Q: 3 clusters Score -5985944 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44294 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -5985934.500000 Penalty: 3499.476807
	Iteration 93Q: 3 clusters Score -5985934 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44318 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -5985930.500000 Penalty: 3499.476807
	Iteration 94Q: 3 clusters Score -5985930 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44342 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -5985925.000000 Penalty: 3499.476807
	Iteration 95Q: 3 clusters Score -5985925 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44364 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -5985937.500000 Penalty: 3499.476807
	Iteration 96Q: 3 clusters Score -5985938 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44390 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -5985940.000000 Penalty: 3499.476807
	Iteration 97Q: 3 clusters Score -5985940 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44423 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -5985943.000000 Penalty: 3499.476807
	Iteration 98Q: 3 clusters Score -5985943 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44460 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -5985954.000000 Penalty: 3499.476807
	Iteration 99Q: 3 clusters Score -5985954 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44490 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -5985962.500000 Penalty: 3499.476807
	Iteration 100F: 3 clusters Score -5985962 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44528 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -5985954.500000 Penalty: 3499.476807
	Iteration 101Q: 3 clusters Score -5985954 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44571 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -5985949.500000 Penalty: 3499.476807
	Iteration 102Q: 3 clusters Score -5985950 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44610 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -5985961.500000 Penalty: 3499.476807
	Iteration 103Q: 3 clusters Score -5985962 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44646 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -5985969.500000 Penalty: 3499.476807
	Iteration 104Q: 3 clusters Score -5985970 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44690 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -5985972.000000 Penalty: 3499.476807
	Iteration 105Q: 3 clusters Score -5985972 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44734 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -5985978.500000 Penalty: 3499.476807
	Iteration 106Q: 3 clusters Score -5985978 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44769 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -5985983.000000 Penalty: 3499.476807
	Iteration 107Q: 3 clusters Score -5985983 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44795 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -5985983.500000 Penalty: 3499.476807
	Iteration 108Q: 3 clusters Score -5985984 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44820 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -5985981.000000 Penalty: 3499.476807
	Iteration 109Q: 3 clusters Score -5985981 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44838 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -5985990.000000 Penalty: 3499.476807
	Iteration 110Q: 3 clusters Score -5985990 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44855 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -5985986.500000 Penalty: 3499.476807
	Iteration 111Q: 3 clusters Score -5985986 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44874 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -5985990.000000 Penalty: 3499.476807
	Iteration 112Q: 3 clusters Score -5985990 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44891 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -5985998.000000 Penalty: 3499.476807
	Iteration 113Q: 3 clusters Score -5985998 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44902 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -5985995.000000 Penalty: 3499.476807
	Iteration 114Q: 3 clusters Score -5985995 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44916 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -5986000.500000 Penalty: 3499.476807
	Iteration 115Q: 3 clusters Score -5986000 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44929 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -5985998.000000 Penalty: 3499.476807
	Iteration 116Q: 3 clusters Score -5985998 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44944 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -5986010.500000 Penalty: 3499.476807
	Iteration 117Q: 3 clusters Score -5986010 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44954 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -5986009.500000 Penalty: 3499.476807
	Iteration 118Q: 3 clusters Score -5986010 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44972 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -5986006.500000 Penalty: 3499.476807
	Iteration 119Q: 3 clusters Score -5986006 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44981 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -5986004.000000 Penalty: 3499.476807
	Iteration 120F: 3 clusters Score -5986004 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44994 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -5986007.500000 Penalty: 3499.476807
	Iteration 121Q: 3 clusters Score -5986008 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45007 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -5986002.000000 Penalty: 3499.476807
	Iteration 122Q: 3 clusters Score -5986002 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45028 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -5986003.000000 Penalty: 3499.476807
	Iteration 123Q: 3 clusters Score -5986003 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45058 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -5986005.500000 Penalty: 3499.476807
	Iteration 124Q: 3 clusters Score -5986006 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45078 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -5986006.500000 Penalty: 3499.476807
	Iteration 125Q: 3 clusters Score -5986006 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45096 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -5986008.500000 Penalty: 3499.476807
	Iteration 126Q: 3 clusters Score -5986008 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45113 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -5986016.500000 Penalty: 3499.476807
	Iteration 127Q: 3 clusters Score -5986016 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45133 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -5986017.500000 Penalty: 3499.476807
	Iteration 128Q: 3 clusters Score -5986018 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45150 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -5986019.500000 Penalty: 3499.476807
	Iteration 129Q: 3 clusters Score -5986020 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45163 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -5986023.500000 Penalty: 3499.476807
	Iteration 130Q: 3 clusters Score -5986024 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45179 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -5986024.500000 Penalty: 3499.476807
	Iteration 131Q: 3 clusters Score -5986024 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45194 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -5986034.000000 Penalty: 3499.476807
	Iteration 132Q: 3 clusters Score -5986034 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45225 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -5986051.500000 Penalty: 3499.476807
	Iteration 133Q: 3 clusters Score -5986052 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45252 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -5986050.000000 Penalty: 3499.476807
	Iteration 134Q: 3 clusters Score -5986050 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45277 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -5986055.000000 Penalty: 3499.476807
	Iteration 135Q: 3 clusters Score -5986055 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45298 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -5986047.000000 Penalty: 3499.476807
	Iteration 136Q: 3 clusters Score -5986047 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45317 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -5986055.000000 Penalty: 3499.476807
	Iteration 137Q: 3 clusters Score -5986055 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45337 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -5986069.000000 Penalty: 3499.476807
	Iteration 138Q: 3 clusters Score -5986069 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45352 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -5986076.000000 Penalty: 3499.476807
	Iteration 139Q: 3 clusters Score -5986076 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45366 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -5986079.000000 Penalty: 3499.476807
	Iteration 140F: 3 clusters Score -5986079 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45378 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -5986085.000000 Penalty: 3499.476807
	Iteration 141Q: 3 clusters Score -5986085 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45386 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -5986082.000000 Penalty: 3499.476807
	Iteration 142Q: 3 clusters Score -5986082 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45396 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -5986085.000000 Penalty: 3499.476807
	Iteration 143Q: 3 clusters Score -5986085 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45401 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -5986085.000000 Penalty: 3499.476807
	Iteration 144Q: 3 clusters Score -5986085 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45406 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -5986085.000000 Penalty: 3499.476807
	Iteration 145Q: 3 clusters Score -5986085 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45415 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -5986087.000000 Penalty: 3499.476807
	Iteration 146Q: 3 clusters Score -5986087 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45424 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -5986093.000000 Penalty: 3499.476807
	Iteration 147Q: 3 clusters Score -5986093 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45435 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -5986101.500000 Penalty: 3499.476807
	Iteration 148Q: 3 clusters Score -5986102 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45449 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -5986111.000000 Penalty: 3499.476807
	Iteration 149Q: 3 clusters Score -5986111 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45457 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -5986113.000000 Penalty: 3499.476807
	Iteration 150Q: 3 clusters Score -5986113 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45466 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -5986112.500000 Penalty: 3499.476807
	Iteration 151Q: 3 clusters Score -5986112 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45467 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -5986110.500000 Penalty: 3499.476807
	Iteration 152Q: 3 clusters Score -5986110 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45469 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -5986113.500000 Penalty: 3499.476807
	Iteration 153Q: 3 clusters Score -5986114 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45470 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -5986119.500000 Penalty: 3499.476807
	Iteration 154Q: 3 clusters Score -5986120 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45471 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -5986112.000000 Penalty: 3499.476807
	Iteration 155Q: 3 clusters Score -5986112 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45470 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -5986116.500000 Penalty: 3499.476807
	Iteration 156Q: 3 clusters Score -5986116 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45470 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -5986116.500000 Penalty: 3499.476807
	Iteration 157F: 3 clusters Score -5986116 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (3461 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Entering Unmasked Estep 
Score: -419822.812500 Penalty: 1324.263306
	Iteration 0F: 2 clusters Score -419822.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -416761.531250 Penalty: 2648.526611
	Iteration 0F: 3 clusters Score -416761.5 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
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	Iteration 1F: 3 clusters Score -417590 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
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	Iteration 2F: 3 clusters Score -417803.8 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -417964.312500 Penalty: 2648.526611
	Iteration 3F: 3 clusters Score -417964.3 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -418066.750000 Penalty: 2648.526611
	Iteration 4F: 3 clusters Score -418066.8 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -418156.156250 Penalty: 2648.526611
	Iteration 5Q: 3 clusters Score -418156.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -418224.468750 Penalty: 2648.526611
	Iteration 6Q: 3 clusters Score -418224.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -418279.593750 Penalty: 2648.526611
	Iteration 7Q: 3 clusters Score -418279.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -418327.937500 Penalty: 2648.526611
	Iteration 8Q: 3 clusters Score -418327.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -418385.718750 Penalty: 2648.526611
	Iteration 9Q: 3 clusters Score -418385.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -418442.593750 Penalty: 2648.526611
	Iteration 10Q: 3 clusters Score -418442.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -418491.093750 Penalty: 2648.526611
	Iteration 11Q: 3 clusters Score -418491.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -418537.031250 Penalty: 2648.526611
	Iteration 12Q: 3 clusters Score -418537 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -418577.687500 Penalty: 2648.526611
	Iteration 13Q: 3 clusters Score -418577.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -418612.187500 Penalty: 2648.526611
	Iteration 14Q: 3 clusters Score -418612.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -418636.062500 Penalty: 2648.526611
	Iteration 15Q: 3 clusters Score -418636.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -418652.937500 Penalty: 2648.526611
	Iteration 16Q: 3 clusters Score -418652.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -418667.687500 Penalty: 2648.526611
	Iteration 17Q: 3 clusters Score -418667.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -418681.687500 Penalty: 2648.526611
	Iteration 18Q: 3 clusters Score -418681.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -418692.375000 Penalty: 2648.526611
	Iteration 19Q: 3 clusters Score -418692.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -418700.281250 Penalty: 2648.526611
	Iteration 20F: 3 clusters Score -418700.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -418709.343750 Penalty: 2648.526611
	Iteration 21Q: 3 clusters Score -418709.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -418718.218750 Penalty: 2648.526611
	Iteration 22Q: 3 clusters Score -418718.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -418724.031250 Penalty: 2648.526611
	Iteration 23Q: 3 clusters Score -418724 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -418733.625000 Penalty: 2648.526611
	Iteration 24Q: 3 clusters Score -418733.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -418742.093750 Penalty: 2648.526611
	Iteration 25Q: 3 clusters Score -418742.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -418752.593750 Penalty: 2648.526611
	Iteration 26Q: 3 clusters Score -418752.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -418760.593750 Penalty: 2648.526611
	Iteration 27Q: 3 clusters Score -418760.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -418771.312500 Penalty: 2648.526611
	Iteration 28Q: 3 clusters Score -418771.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -418779.937500 Penalty: 2648.526611
	Iteration 29Q: 3 clusters Score -418779.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -418784.968750 Penalty: 2648.526611
	Iteration 30Q: 3 clusters Score -418785 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -418790.343750 Penalty: 2648.526611
	Iteration 31Q: 3 clusters Score -418790.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -418796.187500 Penalty: 2648.526611
	Iteration 32Q: 3 clusters Score -418796.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -418798.250000 Penalty: 2648.526611
	Iteration 33Q: 3 clusters Score -418798.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -418798.656250 Penalty: 2648.526611
	Iteration 34Q: 3 clusters Score -418798.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -418800.343750 Penalty: 2648.526611
	Iteration 35Q: 3 clusters Score -418800.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -418801.656250 Penalty: 2648.526611
	Iteration 36Q: 3 clusters Score -418801.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -418802.187500 Penalty: 2648.526611
	Iteration 37Q: 3 clusters Score -418802.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -418802.812500 Penalty: 2648.526611
	Iteration 38Q: 3 clusters Score -418802.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -418803.656250 Penalty: 2648.526611
	Iteration 39Q: 3 clusters Score -418803.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -418803.593750 Penalty: 2648.526611
	Iteration 40F: 3 clusters Score -418803.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -418804.562500 Penalty: 2648.526611
	Iteration 41Q: 3 clusters Score -418804.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -418805.812500 Penalty: 2648.526611
	Iteration 42Q: 3 clusters Score -418805.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -418806.687500 Penalty: 2648.526611
	Iteration 43Q: 3 clusters Score -418806.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -418807.812500 Penalty: 2648.526611
	Iteration 44Q: 3 clusters Score -418807.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -418807.812500 Penalty: 2648.526611
	Iteration 45Q: 3 clusters Score -418807.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -418808.687500 Penalty: 2648.526611
	Iteration 46Q: 3 clusters Score -418808.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -418808.031250 Penalty: 2648.526611
	Iteration 47Q: 3 clusters Score -418808 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -418808.031250 Penalty: 2648.526611
	Iteration 48F: 3 clusters Score -418808 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (3170 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Entering Unmasked Estep 
Score: -327467.687500 Penalty: 1309.991699
	Iteration 0F: 2 clusters Score -327467.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -324757.562500 Penalty: 2619.983398
	Iteration 0F: 3 clusters Score -324757.6 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -325800.750000 Penalty: 2619.983398
	Iteration 1F: 3 clusters Score -325800.8 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -326110.406250 Penalty: 2619.983398
	Iteration 2F: 3 clusters Score -326110.4 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -326326.937500 Penalty: 2619.983398
	Iteration 3F: 3 clusters Score -326326.9 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -326552.593750 Penalty: 2619.983398
	Iteration 4F: 3 clusters Score -326552.6 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -326735.843750 Penalty: 2619.983398
	Iteration 5F: 3 clusters Score -326735.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -326891.500000 Penalty: 2619.983398
	Iteration 6Q: 3 clusters Score -326891.5 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -327012.343750 Penalty: 2619.983398
	Iteration 7Q: 3 clusters Score -327012.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -327114.937500 Penalty: 2619.983398
	Iteration 8Q: 3 clusters Score -327114.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -327175.218750 Penalty: 2619.983398
	Iteration 9Q: 3 clusters Score -327175.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -327217.843750 Penalty: 2619.983398
	Iteration 10Q: 3 clusters Score -327217.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -327244.937500 Penalty: 2619.983398
	Iteration 11Q: 3 clusters Score -327244.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -327270.437500 Penalty: 2619.983398
	Iteration 12Q: 3 clusters Score -327270.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -327297.593750 Penalty: 2619.983398
	Iteration 13Q: 3 clusters Score -327297.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -327325.187500 Penalty: 2619.983398
	Iteration 14Q: 3 clusters Score -327325.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -327344.062500 Penalty: 2619.983398
	Iteration 15Q: 3 clusters Score -327344.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -327361.500000 Penalty: 2619.983398
	Iteration 16Q: 3 clusters Score -327361.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -327369.531250 Penalty: 2619.983398
	Iteration 17Q: 3 clusters Score -327369.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -327373.718750 Penalty: 2619.983398
	Iteration 18Q: 3 clusters Score -327373.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -327378.312500 Penalty: 2619.983398
	Iteration 19Q: 3 clusters Score -327378.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -327381.187500 Penalty: 2619.983398
	Iteration 20F: 3 clusters Score -327381.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -327393.656250 Penalty: 2619.983398
	Iteration 21Q: 3 clusters Score -327393.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -327400.468750 Penalty: 2619.983398
	Iteration 22Q: 3 clusters Score -327400.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -327404.281250 Penalty: 2619.983398
	Iteration 23Q: 3 clusters Score -327404.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -327407.812500 Penalty: 2619.983398
	Iteration 24Q: 3 clusters Score -327407.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -327410.968750 Penalty: 2619.983398
	Iteration 25Q: 3 clusters Score -327411 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -327413.343750 Penalty: 2619.983398
	Iteration 26Q: 3 clusters Score -327413.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -327415.406250 Penalty: 2619.983398
	Iteration 27Q: 3 clusters Score -327415.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -327415.906250 Penalty: 2619.983398
	Iteration 28Q: 3 clusters Score -327415.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -327416.437500 Penalty: 2619.983398
	Iteration 29Q: 3 clusters Score -327416.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -327416.437500 Penalty: 2619.983398
	Iteration 30F: 3 clusters Score -327416.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1108 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Entering Unmasked Estep 
Score: -132764.687500 Penalty: 1139.175659
	Iteration 0F: 2 clusters Score -132764.7 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 547 members 
Entering Unmasked Estep 
Score: -131284.453125 Penalty: 2278.351318
	Iteration 0F: 3 clusters Score -131284.5 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -131578.562500 Penalty: 2278.351318
	Iteration 1F: 3 clusters Score -131578.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -131729.140625 Penalty: 2278.351318
	Iteration 2F: 3 clusters Score -131729.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -131867.234375 Penalty: 2278.351318
	Iteration 3F: 3 clusters Score -131867.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -131980.968750 Penalty: 2278.351318
	Iteration 4F: 3 clusters Score -131981 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -132063.546875 Penalty: 2278.351318
	Iteration 5F: 3 clusters Score -132063.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -132135.281250 Penalty: 2278.351318
	Iteration 6Q: 3 clusters Score -132135.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -132185.906250 Penalty: 2278.351318
	Iteration 7Q: 3 clusters Score -132185.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -132219.984375 Penalty: 2278.351318
	Iteration 8Q: 3 clusters Score -132220 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -132269.468750 Penalty: 2278.351318
	Iteration 9Q: 3 clusters Score -132269.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -132292.859375 Penalty: 2278.351318
	Iteration 10Q: 3 clusters Score -132292.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -132302.625000 Penalty: 2278.351318
	Iteration 11Q: 3 clusters Score -132302.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -132313.625000 Penalty: 2278.351318
	Iteration 12Q: 3 clusters Score -132313.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -132323.984375 Penalty: 2278.351318
	Iteration 13Q: 3 clusters Score -132324 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -132329.328125 Penalty: 2278.351318
	Iteration 14Q: 3 clusters Score -132329.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -132336.625000 Penalty: 2278.351318
	Iteration 15Q: 3 clusters Score -132336.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -132339.390625 Penalty: 2278.351318
	Iteration 16Q: 3 clusters Score -132339.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -132339.390625 Penalty: 2278.351318
	Iteration 17F: 3 clusters Score -132339.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (3317 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Entering Unmasked Estep 
Score: -410373.156250 Penalty: 1317.357666
	Iteration 0F: 2 clusters Score -410373.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -407469.750000 Penalty: 2634.715332
	Iteration 0F: 3 clusters Score -407469.8 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -408363.937500 Penalty: 2634.715332
	Iteration 1F: 3 clusters Score -408363.9 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -408664.656250 Penalty: 2634.715332
	Iteration 2F: 3 clusters Score -408664.7 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -408853.125000 Penalty: 2634.715332
	Iteration 3F: 3 clusters Score -408853.1 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -408985.750000 Penalty: 2634.715332
	Iteration 4Q: 3 clusters Score -408985.8 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -409090.843750 Penalty: 2634.715332
	Iteration 5Q: 3 clusters Score -409090.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -409194.468750 Penalty: 2634.715332
	Iteration 6Q: 3 clusters Score -409194.5 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -409296.562500 Penalty: 2634.715332
	Iteration 7Q: 3 clusters Score -409296.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -409421.906250 Penalty: 2634.715332
	Iteration 8Q: 3 clusters Score -409421.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -409523.343750 Penalty: 2634.715332
	Iteration 9Q: 3 clusters Score -409523.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -409592.656250 Penalty: 2634.715332
	Iteration 10Q: 3 clusters Score -409592.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -409638.687500 Penalty: 2634.715332
	Iteration 11Q: 3 clusters Score -409638.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -409670.875000 Penalty: 2634.715332
	Iteration 12Q: 3 clusters Score -409670.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -409698.406250 Penalty: 2634.715332
	Iteration 13Q: 3 clusters Score -409698.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -409721.281250 Penalty: 2634.715332
	Iteration 14Q: 3 clusters Score -409721.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -409739.562500 Penalty: 2634.715332
	Iteration 15Q: 3 clusters Score -409739.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -409757.250000 Penalty: 2634.715332
	Iteration 16Q: 3 clusters Score -409757.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -409775.125000 Penalty: 2634.715332
	Iteration 17Q: 3 clusters Score -409775.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -409800.906250 Penalty: 2634.715332
	Iteration 18Q: 3 clusters Score -409800.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -409832.750000 Penalty: 2634.715332
	Iteration 19Q: 3 clusters Score -409832.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -409883.625000 Penalty: 2634.715332
	Iteration 20F: 3 clusters Score -409883.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -409967.343750 Penalty: 2634.715332
	Iteration 21Q: 3 clusters Score -409967.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -410088.000000 Penalty: 2634.715332
	Iteration 22Q: 3 clusters Score -410088 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -410228.218750 Penalty: 2634.715332
	Iteration 23Q: 3 clusters Score -410228.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -410337.343750 Penalty: 2634.715332
	Iteration 24Q: 3 clusters Score -410337.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -410414.812500 Penalty: 2634.715332
	Iteration 25Q: 3 clusters Score -410414.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -410467.843750 Penalty: 2634.715332
	Iteration 26Q: 3 clusters Score -410467.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -410496.562500 Penalty: 2634.715332
	Iteration 27Q: 3 clusters Score -410496.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -410505.625000 Penalty: 2634.715332
	Iteration 28Q: 3 clusters Score -410505.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -410510.093750 Penalty: 2634.715332
	Iteration 29Q: 3 clusters Score -410510.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -410511.968750 Penalty: 2634.715332
	Iteration 30Q: 3 clusters Score -410512 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -410511.593750 Penalty: 2634.715332
	Iteration 31Q: 3 clusters Score -410511.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -410511.906250 Penalty: 2634.715332
	Iteration 32F: 3 clusters Score -410511.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -410513.843750 Penalty: 2634.715332
	Iteration 33Q: 3 clusters Score -410513.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -410513.843750 Penalty: 2634.715332
	Iteration 34F: 3 clusters Score -410513.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 8917 members 
Mstep: Class 3 contains 100458 members 
Mstep: Class 4 contains 10465 members 
Mstep: Class 5 contains 2246 members 
Mstep: Class 6 contains 24740 members 
Mstep: Class 7 contains 13913 members 
Mstep: Class 8 contains 8115 members 
Mstep: Class 9 contains 18211 members 
Mstep: Class 10 contains 9494 members 
Mstep: Class 11 contains 8717 members 
Mstep: Class 12 contains 3231 members 
Mstep: Class 13 contains 17979 members 
Mstep: Class 14 contains 38326 members 
Mstep: Class 15 contains 39448 members 
Mstep: Class 16 contains 3748 members 
Mstep: Class 17 contains 5824 members 
Mstep: Class 18 contains 47459 members 
Mstep: Class 19 contains 3461 members 
Mstep: Class 20 contains 3170 members 
Mstep: Class 21 contains 1108 members 
Mstep: Class 22 contains 2013 members 
Mstep: Class 23 contains 43933 members 
Mstep: Class 24 contains 13018 members 
Mstep: Class 25 contains 12667 members 
Mstep: Class 26 contains 2892 members 
Mstep: Class 27 contains 10277 members 
Mstep: Class 28 contains 2334 members 
Mstep: Class 29 contains 25583 members 
Mstep: Class 30 contains 36148 members 
Mstep: Class 31 contains 4567 members 
Mstep: Class 32 contains 23757 members 
Mstep: Class 33 contains 12308 members 
Mstep: Class 34 contains 6107 members 
Mstep: Class 35 contains 4649 members 
Mstep: Class 36 contains 2379 members 
Mstep: Class 37 contains 17804 members 
Mstep: Class 38 contains 8798 members 
Mstep: Class 39 contains 4992 members 
Mstep: Class 40 contains 14628 members 
Mstep: Class 41 contains 10859 members 
Mstep: Class 42 contains 13456 members 
Mstep: Class 43 contains 144571 members 
Mstep: Class 44 contains 29116 members 
Mstep: Class 45 contains 2934 members 
Mstep: Class 46 contains 1304 members 
Entering Unmasked Estep 
Score: -100313888.000000 Penalty: 101793.265625
Splitting cluster 22 changes total score from -100314640.000000 to -100313888.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 23 (43933 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43933 members 
Entering Unmasked Estep 
Score: -5647705.500000 Penalty: 1737.193481
	Iteration 0F: 2 clusters Score -5647706 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22016 members 
Mstep: Class 2 contains 21917 members 
Entering Unmasked Estep 
Score: -5618359.000000 Penalty: 3474.386963
	Iteration 0F: 3 clusters Score -5618359 nChanged 20448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23266 members 
Mstep: Class 2 contains 20667 members 
Entering Unmasked Estep 
Score: -5629749.000000 Penalty: 3474.386963
	Iteration 1F: 3 clusters Score -5629749 nChanged 2070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24060 members 
Mstep: Class 2 contains 19873 members 
Entering Unmasked Estep 
Score: -5630520.500000 Penalty: 3474.386963
	Iteration 2Q: 3 clusters Score -5630520 nChanged 2320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25182 members 
Mstep: Class 2 contains 18751 members 
Entering Unmasked Estep 
Score: -5631596.000000 Penalty: 3474.386963
	Iteration 3F: 3 clusters Score -5631596 nChanged 2698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26694 members 
Mstep: Class 2 contains 17239 members 
Entering Unmasked Estep 
Score: -5633100.000000 Penalty: 3474.386963
	Iteration 4F: 3 clusters Score -5633100 nChanged 2972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28464 members 
Mstep: Class 2 contains 15469 members 
Entering Unmasked Estep 
Score: -5635020.500000 Penalty: 3474.386963
	Iteration 5F: 3 clusters Score -5635020 nChanged 2918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30224 members 
Mstep: Class 2 contains 13709 members 
Entering Unmasked Estep 
Score: -5637105.500000 Penalty: 3474.386963
	Iteration 6F: 3 clusters Score -5637106 nChanged 2715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31737 members 
Mstep: Class 2 contains 12196 members 
Entering Unmasked Estep 
Score: -5639267.500000 Penalty: 3474.386963
	Iteration 7F: 3 clusters Score -5639268 nChanged 2324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32563 members 
Mstep: Class 2 contains 11370 members 
Entering Unmasked Estep 
Score: -5641293.500000 Penalty: 3474.386963
	Iteration 8F: 3 clusters Score -5641294 nChanged 2021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32784 members 
Mstep: Class 2 contains 11149 members 
Entering Unmasked Estep 
Score: -5643079.000000 Penalty: 3474.386963
	Iteration 9Q: 3 clusters Score -5643079 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32614 members 
Mstep: Class 2 contains 11319 members 
Entering Unmasked Estep 
Score: -5644243.500000 Penalty: 3474.386963
	Iteration 10Q: 3 clusters Score -5644244 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32410 members 
Mstep: Class 2 contains 11523 members 
Entering Unmasked Estep 
Score: -5644798.500000 Penalty: 3474.386963
	Iteration 11Q: 3 clusters Score -5644798 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32291 members 
Mstep: Class 2 contains 11642 members 
Entering Unmasked Estep 
Score: -5645097.500000 Penalty: 3474.386963
	Iteration 12Q: 3 clusters Score -5645098 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32212 members 
Mstep: Class 2 contains 11721 members 
Entering Unmasked Estep 
Score: -5645374.000000 Penalty: 3474.386963
	Iteration 13Q: 3 clusters Score -5645374 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32176 members 
Mstep: Class 2 contains 11757 members 
Entering Unmasked Estep 
Score: -5645569.000000 Penalty: 3474.386963
	Iteration 14Q: 3 clusters Score -5645569 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32164 members 
Mstep: Class 2 contains 11769 members 
Entering Unmasked Estep 
Score: -5645781.500000 Penalty: 3474.386963
	Iteration 15Q: 3 clusters Score -5645782 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32206 members 
Mstep: Class 2 contains 11727 members 
Entering Unmasked Estep 
Score: -5645935.000000 Penalty: 3474.386963
	Iteration 16Q: 3 clusters Score -5645935 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32258 members 
Mstep: Class 2 contains 11675 members 
Entering Unmasked Estep 
Score: -5646021.000000 Penalty: 3474.386963
	Iteration 17Q: 3 clusters Score -5646021 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32313 members 
Mstep: Class 2 contains 11620 members 
Entering Unmasked Estep 
Score: -5646066.500000 Penalty: 3474.386963
	Iteration 18Q: 3 clusters Score -5646066 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32387 members 
Mstep: Class 2 contains 11546 members 
Entering Unmasked Estep 
Score: -5646118.500000 Penalty: 3474.386963
	Iteration 19Q: 3 clusters Score -5646118 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32442 members 
Mstep: Class 2 contains 11491 members 
Entering Unmasked Estep 
Score: -5646140.500000 Penalty: 3474.386963
	Iteration 20F: 3 clusters Score -5646140 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32485 members 
Mstep: Class 2 contains 11448 members 
Entering Unmasked Estep 
Score: -5646165.500000 Penalty: 3474.386963
	Iteration 21Q: 3 clusters Score -5646166 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32525 members 
Mstep: Class 2 contains 11408 members 
Entering Unmasked Estep 
Score: -5646182.000000 Penalty: 3474.386963
	Iteration 22Q: 3 clusters Score -5646182 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32567 members 
Mstep: Class 2 contains 11366 members 
Entering Unmasked Estep 
Score: -5646167.000000 Penalty: 3474.386963
	Iteration 23Q: 3 clusters Score -5646167 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32607 members 
Mstep: Class 2 contains 11326 members 
Entering Unmasked Estep 
Score: -5646169.500000 Penalty: 3474.386963
	Iteration 24Q: 3 clusters Score -5646170 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32634 members 
Mstep: Class 2 contains 11299 members 
Entering Unmasked Estep 
Score: -5646176.000000 Penalty: 3474.386963
	Iteration 25Q: 3 clusters Score -5646176 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32657 members 
Mstep: Class 2 contains 11276 members 
Entering Unmasked Estep 
Score: -5646180.500000 Penalty: 3474.386963
	Iteration 26Q: 3 clusters Score -5646180 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32690 members 
Mstep: Class 2 contains 11243 members 
Entering Unmasked Estep 
Score: -5646191.000000 Penalty: 3474.386963
	Iteration 27Q: 3 clusters Score -5646191 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32718 members 
Mstep: Class 2 contains 11215 members 
Entering Unmasked Estep 
Score: -5646188.500000 Penalty: 3474.386963
	Iteration 28Q: 3 clusters Score -5646188 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32737 members 
Mstep: Class 2 contains 11196 members 
Entering Unmasked Estep 
Score: -5646199.000000 Penalty: 3474.386963
	Iteration 29Q: 3 clusters Score -5646199 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32752 members 
Mstep: Class 2 contains 11181 members 
Entering Unmasked Estep 
Score: -5646194.000000 Penalty: 3474.386963
	Iteration 30Q: 3 clusters Score -5646194 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32764 members 
Mstep: Class 2 contains 11169 members 
Entering Unmasked Estep 
Score: -5646202.000000 Penalty: 3474.386963
	Iteration 31Q: 3 clusters Score -5646202 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32770 members 
Mstep: Class 2 contains 11163 members 
Entering Unmasked Estep 
Score: -5646212.000000 Penalty: 3474.386963
	Iteration 32Q: 3 clusters Score -5646212 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32780 members 
Mstep: Class 2 contains 11153 members 
Entering Unmasked Estep 
Score: -5646205.500000 Penalty: 3474.386963
	Iteration 33Q: 3 clusters Score -5646206 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32791 members 
Mstep: Class 2 contains 11142 members 
Entering Unmasked Estep 
Score: -5646208.000000 Penalty: 3474.386963
	Iteration 34Q: 3 clusters Score -5646208 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32805 members 
Mstep: Class 2 contains 11128 members 
Entering Unmasked Estep 
Score: -5646209.000000 Penalty: 3474.386963
	Iteration 35Q: 3 clusters Score -5646209 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32815 members 
Mstep: Class 2 contains 11118 members 
Entering Unmasked Estep 
Score: -5646209.000000 Penalty: 3474.386963
	Iteration 36Q: 3 clusters Score -5646209 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32819 members 
Mstep: Class 2 contains 11114 members 
Entering Unmasked Estep 
Score: -5646208.500000 Penalty: 3474.386963
	Iteration 37Q: 3 clusters Score -5646208 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32823 members 
Mstep: Class 2 contains 11110 members 
Entering Unmasked Estep 
Score: -5646208.000000 Penalty: 3474.386963
	Iteration 38Q: 3 clusters Score -5646208 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32825 members 
Mstep: Class 2 contains 11108 members 
Entering Unmasked Estep 
Score: -5646208.000000 Penalty: 3474.386963
	Iteration 39Q: 3 clusters Score -5646208 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32830 members 
Mstep: Class 2 contains 11103 members 
Entering Unmasked Estep 
Score: -5646211.500000 Penalty: 3474.386963
	Iteration 40F: 3 clusters Score -5646212 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32835 members 
Mstep: Class 2 contains 11098 members 
Entering Unmasked Estep 
Score: -5646212.000000 Penalty: 3474.386963
	Iteration 41Q: 3 clusters Score -5646212 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32839 members 
Mstep: Class 2 contains 11094 members 
Entering Unmasked Estep 
Score: -5646210.000000 Penalty: 3474.386963
	Iteration 42Q: 3 clusters Score -5646210 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32847 members 
Mstep: Class 2 contains 11086 members 
Entering Unmasked Estep 
Score: -5646210.000000 Penalty: 3474.386963
	Iteration 43Q: 3 clusters Score -5646210 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32849 members 
Mstep: Class 2 contains 11084 members 
Entering Unmasked Estep 
Score: -5646208.000000 Penalty: 3474.386963
	Iteration 44Q: 3 clusters Score -5646208 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32855 members 
Mstep: Class 2 contains 11078 members 
Entering Unmasked Estep 
Score: -5646218.500000 Penalty: 3474.386963
	Iteration 45Q: 3 clusters Score -5646218 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32865 members 
Mstep: Class 2 contains 11068 members 
Entering Unmasked Estep 
Score: -5646216.500000 Penalty: 3474.386963
	Iteration 46Q: 3 clusters Score -5646216 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32872 members 
Mstep: Class 2 contains 11061 members 
Entering Unmasked Estep 
Score: -5646218.000000 Penalty: 3474.386963
	Iteration 47Q: 3 clusters Score -5646218 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32878 members 
Mstep: Class 2 contains 11055 members 
Entering Unmasked Estep 
Score: -5646222.500000 Penalty: 3474.386963
	Iteration 48Q: 3 clusters Score -5646222 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32883 members 
Mstep: Class 2 contains 11050 members 
Entering Unmasked Estep 
Score: -5646228.500000 Penalty: 3474.386963
	Iteration 49Q: 3 clusters Score -5646228 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32891 members 
Mstep: Class 2 contains 11042 members 
Entering Unmasked Estep 
Score: -5646228.500000 Penalty: 3474.386963
	Iteration 50Q: 3 clusters Score -5646228 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32898 members 
Mstep: Class 2 contains 11035 members 
Entering Unmasked Estep 
Score: -5646227.000000 Penalty: 3474.386963
	Iteration 51Q: 3 clusters Score -5646227 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32903 members 
Mstep: Class 2 contains 11030 members 
Entering Unmasked Estep 
Score: -5646222.500000 Penalty: 3474.386963
	Iteration 52Q: 3 clusters Score -5646222 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32906 members 
Mstep: Class 2 contains 11027 members 
Entering Unmasked Estep 
Score: -5646223.500000 Penalty: 3474.386963
	Iteration 53Q: 3 clusters Score -5646224 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32906 members 
Mstep: Class 2 contains 11027 members 
Entering Unmasked Estep 
Score: -5646223.500000 Penalty: 3474.386963
	Iteration 54F: 3 clusters Score -5646224 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (13018 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13018 members 
Entering Unmasked Estep 
Score: -1640103.375000 Penalty: 1539.539429
	Iteration 0F: 2 clusters Score -1640103 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6518 members 
Mstep: Class 2 contains 6500 members 
Entering Unmasked Estep 
Score: -1631019.875000 Penalty: 3079.078857
	Iteration 0F: 3 clusters Score -1631020 nChanged 5775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6577 members 
Mstep: Class 2 contains 6441 members 
Entering Unmasked Estep 
Score: -1634217.375000 Penalty: 3079.078857
	Iteration 1F: 3 clusters Score -1634217 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6593 members 
Mstep: Class 2 contains 6425 members 
Entering Unmasked Estep 
Score: -1634565.250000 Penalty: 3079.078857
	Iteration 2F: 3 clusters Score -1634565 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6621 members 
Mstep: Class 2 contains 6397 members 
Entering Unmasked Estep 
Score: -1634882.875000 Penalty: 3079.078857
	Iteration 3F: 3 clusters Score -1634883 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6691 members 
Mstep: Class 2 contains 6327 members 
Entering Unmasked Estep 
Score: -1635229.250000 Penalty: 3079.078857
	Iteration 4Q: 3 clusters Score -1635229 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6808 members 
Mstep: Class 2 contains 6210 members 
Entering Unmasked Estep 
Score: -1635591.375000 Penalty: 3079.078857
	Iteration 5F: 3 clusters Score -1635591 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6973 members 
Mstep: Class 2 contains 6045 members 
Entering Unmasked Estep 
Score: -1636014.500000 Penalty: 3079.078857
	Iteration 6F: 3 clusters Score -1636014 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7147 members 
Mstep: Class 2 contains 5871 members 
Entering Unmasked Estep 
Score: -1636421.625000 Penalty: 3079.078857
	Iteration 7Q: 3 clusters Score -1636422 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7327 members 
Mstep: Class 2 contains 5691 members 
Entering Unmasked Estep 
Score: -1636792.500000 Penalty: 3079.078857
	Iteration 8Q: 3 clusters Score -1636792 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7502 members 
Mstep: Class 2 contains 5516 members 
Entering Unmasked Estep 
Score: -1637076.000000 Penalty: 3079.078857
	Iteration 9Q: 3 clusters Score -1637076 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7634 members 
Mstep: Class 2 contains 5384 members 
Entering Unmasked Estep 
Score: -1637259.375000 Penalty: 3079.078857
	Iteration 10Q: 3 clusters Score -1637259 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7761 members 
Mstep: Class 2 contains 5257 members 
Entering Unmasked Estep 
Score: -1637377.250000 Penalty: 3079.078857
	Iteration 11Q: 3 clusters Score -1637377 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7851 members 
Mstep: Class 2 contains 5167 members 
Entering Unmasked Estep 
Score: -1637465.750000 Penalty: 3079.078857
	Iteration 12Q: 3 clusters Score -1637466 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7938 members 
Mstep: Class 2 contains 5080 members 
Entering Unmasked Estep 
Score: -1637524.500000 Penalty: 3079.078857
	Iteration 13Q: 3 clusters Score -1637524 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8024 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -1637576.750000 Penalty: 3079.078857
	Iteration 14Q: 3 clusters Score -1637577 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8127 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -1637605.125000 Penalty: 3079.078857
	Iteration 15Q: 3 clusters Score -1637605 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8211 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -1637640.625000 Penalty: 3079.078857
	Iteration 16Q: 3 clusters Score -1637641 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8303 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -1637662.000000 Penalty: 3079.078857
	Iteration 17Q: 3 clusters Score -1637662 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8375 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -1637686.125000 Penalty: 3079.078857
	Iteration 18Q: 3 clusters Score -1637686 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8452 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -1637708.250000 Penalty: 3079.078857
	Iteration 19Q: 3 clusters Score -1637708 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8519 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -1637725.625000 Penalty: 3079.078857
	Iteration 20F: 3 clusters Score -1637726 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8578 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -1637738.125000 Penalty: 3079.078857
	Iteration 21Q: 3 clusters Score -1637738 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8639 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -1637755.250000 Penalty: 3079.078857
	Iteration 22Q: 3 clusters Score -1637755 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8712 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -1637763.375000 Penalty: 3079.078857
	Iteration 23Q: 3 clusters Score -1637763 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8782 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -1637775.125000 Penalty: 3079.078857
	Iteration 24Q: 3 clusters Score -1637775 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8840 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -1637793.625000 Penalty: 3079.078857
	Iteration 25Q: 3 clusters Score -1637794 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8890 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -1637799.625000 Penalty: 3079.078857
	Iteration 26Q: 3 clusters Score -1637800 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8951 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -1637812.000000 Penalty: 3079.078857
	Iteration 27Q: 3 clusters Score -1637812 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9004 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -1637820.000000 Penalty: 3079.078857
	Iteration 28Q: 3 clusters Score -1637820 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9058 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -1637832.875000 Penalty: 3079.078857
	Iteration 29Q: 3 clusters Score -1637833 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9105 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -1637841.625000 Penalty: 3079.078857
	Iteration 30Q: 3 clusters Score -1637842 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9151 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -1637848.625000 Penalty: 3079.078857
	Iteration 31Q: 3 clusters Score -1637849 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9187 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -1637854.000000 Penalty: 3079.078857
	Iteration 32Q: 3 clusters Score -1637854 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9226 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -1637867.250000 Penalty: 3079.078857
	Iteration 33Q: 3 clusters Score -1637867 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9267 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -1637870.125000 Penalty: 3079.078857
	Iteration 34Q: 3 clusters Score -1637870 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9301 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -1637879.500000 Penalty: 3079.078857
	Iteration 35Q: 3 clusters Score -1637880 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9330 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -1637886.375000 Penalty: 3079.078857
	Iteration 36Q: 3 clusters Score -1637886 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9369 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -1637893.000000 Penalty: 3079.078857
	Iteration 37Q: 3 clusters Score -1637893 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9416 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -1637901.000000 Penalty: 3079.078857
	Iteration 38Q: 3 clusters Score -1637901 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9469 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -1637908.500000 Penalty: 3079.078857
	Iteration 39Q: 3 clusters Score -1637908 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9529 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -1637920.250000 Penalty: 3079.078857
	Iteration 40F: 3 clusters Score -1637920 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9587 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -1637928.750000 Penalty: 3079.078857
	Iteration 41Q: 3 clusters Score -1637929 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9636 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -1637938.625000 Penalty: 3079.078857
	Iteration 42Q: 3 clusters Score -1637939 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9680 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -1637948.375000 Penalty: 3079.078857
	Iteration 43Q: 3 clusters Score -1637948 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9721 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -1637952.500000 Penalty: 3079.078857
	Iteration 44Q: 3 clusters Score -1637952 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9768 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -1637963.375000 Penalty: 3079.078857
	Iteration 45Q: 3 clusters Score -1637963 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9826 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -1637973.000000 Penalty: 3079.078857
	Iteration 46Q: 3 clusters Score -1637973 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9886 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -1637988.875000 Penalty: 3079.078857
	Iteration 47Q: 3 clusters Score -1637989 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9947 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -1638011.500000 Penalty: 3079.078857
	Iteration 48Q: 3 clusters Score -1638012 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10013 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -1638023.875000 Penalty: 3079.078857
	Iteration 49Q: 3 clusters Score -1638024 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10083 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -1638038.875000 Penalty: 3079.078857
	Iteration 50Q: 3 clusters Score -1638039 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10155 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -1638061.625000 Penalty: 3079.078857
	Iteration 51Q: 3 clusters Score -1638062 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10237 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -1638083.875000 Penalty: 3079.078857
	Iteration 52Q: 3 clusters Score -1638084 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10310 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -1638103.625000 Penalty: 3079.078857
	Iteration 53Q: 3 clusters Score -1638104 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10371 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -1638118.375000 Penalty: 3079.078857
	Iteration 54Q: 3 clusters Score -1638118 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10436 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -1638138.500000 Penalty: 3079.078857
	Iteration 55Q: 3 clusters Score -1638138 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10501 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -1638148.000000 Penalty: 3079.078857
	Iteration 56Q: 3 clusters Score -1638148 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10560 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -1638165.625000 Penalty: 3079.078857
	Iteration 57Q: 3 clusters Score -1638166 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10619 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -1638184.375000 Penalty: 3079.078857
	Iteration 58Q: 3 clusters Score -1638184 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10686 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -1638206.125000 Penalty: 3079.078857
	Iteration 59Q: 3 clusters Score -1638206 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10757 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -1638233.875000 Penalty: 3079.078857
	Iteration 60F: 3 clusters Score -1638234 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10826 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -1638252.500000 Penalty: 3079.078857
	Iteration 61Q: 3 clusters Score -1638252 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10899 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -1638275.875000 Penalty: 3079.078857
	Iteration 62Q: 3 clusters Score -1638276 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10975 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -1638304.375000 Penalty: 3079.078857
	Iteration 63Q: 3 clusters Score -1638304 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11061 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -1638350.250000 Penalty: 3079.078857
	Iteration 64Q: 3 clusters Score -1638350 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11137 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -1638389.250000 Penalty: 3079.078857
	Iteration 65Q: 3 clusters Score -1638389 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11210 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -1638430.000000 Penalty: 3079.078857
	Iteration 66Q: 3 clusters Score -1638430 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11277 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -1638453.375000 Penalty: 3079.078857
	Iteration 67Q: 3 clusters Score -1638453 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11334 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -1638480.625000 Penalty: 3079.078857
	Iteration 68Q: 3 clusters Score -1638481 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11398 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -1638509.625000 Penalty: 3079.078857
	Iteration 69Q: 3 clusters Score -1638510 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11454 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -1638533.375000 Penalty: 3079.078857
	Iteration 70Q: 3 clusters Score -1638533 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11508 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -1638548.875000 Penalty: 3079.078857
	Iteration 71Q: 3 clusters Score -1638549 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11558 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -1638575.750000 Penalty: 3079.078857
	Iteration 72Q: 3 clusters Score -1638576 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11603 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -1638589.875000 Penalty: 3079.078857
	Iteration 73Q: 3 clusters Score -1638590 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11642 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -1638604.875000 Penalty: 3079.078857
	Iteration 74Q: 3 clusters Score -1638605 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11679 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -1638620.250000 Penalty: 3079.078857
	Iteration 75Q: 3 clusters Score -1638620 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11723 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -1638637.750000 Penalty: 3079.078857
	Iteration 76Q: 3 clusters Score -1638638 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11767 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -1638654.000000 Penalty: 3079.078857
	Iteration 77Q: 3 clusters Score -1638654 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11805 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -1638668.125000 Penalty: 3079.078857
	Iteration 78Q: 3 clusters Score -1638668 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11839 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -1638680.250000 Penalty: 3079.078857
	Iteration 79Q: 3 clusters Score -1638680 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11878 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -1638697.375000 Penalty: 3079.078857
	Iteration 80F: 3 clusters Score -1638697 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11908 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -1638705.500000 Penalty: 3079.078857
	Iteration 81Q: 3 clusters Score -1638706 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11929 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -1638707.125000 Penalty: 3079.078857
	Iteration 82Q: 3 clusters Score -1638707 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11946 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -1638714.125000 Penalty: 3079.078857
	Iteration 83Q: 3 clusters Score -1638714 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11962 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -1638719.375000 Penalty: 3079.078857
	Iteration 84Q: 3 clusters Score -1638719 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11978 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -1638726.500000 Penalty: 3079.078857
	Iteration 85Q: 3 clusters Score -1638726 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11985 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -1638724.875000 Penalty: 3079.078857
	Iteration 86Q: 3 clusters Score -1638725 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11992 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -1638726.250000 Penalty: 3079.078857
	Iteration 87Q: 3 clusters Score -1638726 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11999 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -1638733.750000 Penalty: 3079.078857
	Iteration 88Q: 3 clusters Score -1638734 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12008 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -1638738.000000 Penalty: 3079.078857
	Iteration 89Q: 3 clusters Score -1638738 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12016 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -1638740.125000 Penalty: 3079.078857
	Iteration 90Q: 3 clusters Score -1638740 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12024 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -1638742.625000 Penalty: 3079.078857
	Iteration 91Q: 3 clusters Score -1638743 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12029 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -1638743.375000 Penalty: 3079.078857
	Iteration 92Q: 3 clusters Score -1638743 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12035 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -1638742.250000 Penalty: 3079.078857
	Iteration 93Q: 3 clusters Score -1638742 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12039 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -1638743.000000 Penalty: 3079.078857
	Iteration 94Q: 3 clusters Score -1638743 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12041 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -1638745.875000 Penalty: 3079.078857
	Iteration 95Q: 3 clusters Score -1638746 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12046 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -1638749.875000 Penalty: 3079.078857
	Iteration 96Q: 3 clusters Score -1638750 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12051 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -1638750.625000 Penalty: 3079.078857
	Iteration 97Q: 3 clusters Score -1638751 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12060 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -1638749.125000 Penalty: 3079.078857
	Iteration 98Q: 3 clusters Score -1638749 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12068 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -1638752.125000 Penalty: 3079.078857
	Iteration 99Q: 3 clusters Score -1638752 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12076 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -1638752.000000 Penalty: 3079.078857
	Iteration 100F: 3 clusters Score -1638752 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12088 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -1638755.750000 Penalty: 3079.078857
	Iteration 101Q: 3 clusters Score -1638756 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12099 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -1638761.125000 Penalty: 3079.078857
	Iteration 102Q: 3 clusters Score -1638761 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12113 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -1638763.375000 Penalty: 3079.078857
	Iteration 103Q: 3 clusters Score -1638763 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12129 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -1638770.750000 Penalty: 3079.078857
	Iteration 104Q: 3 clusters Score -1638771 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12142 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -1638774.875000 Penalty: 3079.078857
	Iteration 105Q: 3 clusters Score -1638775 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12151 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -1638778.875000 Penalty: 3079.078857
	Iteration 106Q: 3 clusters Score -1638779 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12156 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -1638780.750000 Penalty: 3079.078857
	Iteration 107Q: 3 clusters Score -1638781 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12159 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -1638782.375000 Penalty: 3079.078857
	Iteration 108Q: 3 clusters Score -1638782 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12162 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -1638782.875000 Penalty: 3079.078857
	Iteration 109Q: 3 clusters Score -1638783 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12166 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -1638783.750000 Penalty: 3079.078857
	Iteration 110Q: 3 clusters Score -1638784 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12169 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -1638785.500000 Penalty: 3079.078857
	Iteration 111Q: 3 clusters Score -1638786 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12175 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -1638788.000000 Penalty: 3079.078857
	Iteration 112Q: 3 clusters Score -1638788 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12181 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -1638790.750000 Penalty: 3079.078857
	Iteration 113Q: 3 clusters Score -1638791 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12195 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -1638795.000000 Penalty: 3079.078857
	Iteration 114Q: 3 clusters Score -1638795 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12203 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -1638799.125000 Penalty: 3079.078857
	Iteration 115Q: 3 clusters Score -1638799 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12211 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -1638806.375000 Penalty: 3079.078857
	Iteration 116Q: 3 clusters Score -1638806 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12222 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -1638812.375000 Penalty: 3079.078857
	Iteration 117Q: 3 clusters Score -1638812 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12230 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -1638815.500000 Penalty: 3079.078857
	Iteration 118Q: 3 clusters Score -1638816 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12234 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -1638817.375000 Penalty: 3079.078857
	Iteration 119Q: 3 clusters Score -1638817 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12241 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -1638819.000000 Penalty: 3079.078857
	Iteration 120F: 3 clusters Score -1638819 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12243 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -1638820.500000 Penalty: 3079.078857
	Iteration 121Q: 3 clusters Score -1638820 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12246 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -1638819.625000 Penalty: 3079.078857
	Iteration 122Q: 3 clusters Score -1638820 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12250 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -1638822.500000 Penalty: 3079.078857
	Iteration 123Q: 3 clusters Score -1638822 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12258 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -1638827.625000 Penalty: 3079.078857
	Iteration 124Q: 3 clusters Score -1638828 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12268 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -1638829.875000 Penalty: 3079.078857
	Iteration 125Q: 3 clusters Score -1638830 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12279 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -1638836.750000 Penalty: 3079.078857
	Iteration 126Q: 3 clusters Score -1638837 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12288 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -1638842.125000 Penalty: 3079.078857
	Iteration 127Q: 3 clusters Score -1638842 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12297 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -1638845.125000 Penalty: 3079.078857
	Iteration 128Q: 3 clusters Score -1638845 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12299 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -1638844.875000 Penalty: 3079.078857
	Iteration 129Q: 3 clusters Score -1638845 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12301 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -1638846.250000 Penalty: 3079.078857
	Iteration 130Q: 3 clusters Score -1638846 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12302 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -1638845.750000 Penalty: 3079.078857
	Iteration 131Q: 3 clusters Score -1638846 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12302 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -1638845.750000 Penalty: 3079.078857
	Iteration 132F: 3 clusters Score -1638846 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (12667 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12667 members 
Entering Unmasked Estep 
Score: -1614378.000000 Penalty: 1535.097778
	Iteration 0F: 2 clusters Score -1614378 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6326 members 
Mstep: Class 2 contains 6341 members 
Entering Unmasked Estep 
Score: -1605537.875000 Penalty: 3070.195557
	Iteration 0F: 3 clusters Score -1605538 nChanged 5583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6173 members 
Mstep: Class 2 contains 6494 members 
Entering Unmasked Estep 
Score: -1608615.250000 Penalty: 3070.195557
	Iteration 1F: 3 clusters Score -1608615 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6108 members 
Mstep: Class 2 contains 6559 members 
Entering Unmasked Estep 
Score: -1608934.500000 Penalty: 3070.195557
	Iteration 2F: 3 clusters Score -1608934 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6023 members 
Mstep: Class 2 contains 6644 members 
Entering Unmasked Estep 
Score: -1609182.625000 Penalty: 3070.195557
	Iteration 3F: 3 clusters Score -1609183 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5924 members 
Mstep: Class 2 contains 6743 members 
Entering Unmasked Estep 
Score: -1609365.625000 Penalty: 3070.195557
	Iteration 4Q: 3 clusters Score -1609366 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5812 members 
Mstep: Class 2 contains 6855 members 
Entering Unmasked Estep 
Score: -1609549.125000 Penalty: 3070.195557
	Iteration 5Q: 3 clusters Score -1609549 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5676 members 
Mstep: Class 2 contains 6991 members 
Entering Unmasked Estep 
Score: -1609725.125000 Penalty: 3070.195557
	Iteration 6Q: 3 clusters Score -1609725 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5524 members 
Mstep: Class 2 contains 7143 members 
Entering Unmasked Estep 
Score: -1609917.000000 Penalty: 3070.195557
	Iteration 7Q: 3 clusters Score -1609917 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 7304 members 
Entering Unmasked Estep 
Score: -1610109.125000 Penalty: 3070.195557
	Iteration 8Q: 3 clusters Score -1610109 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 7482 members 
Entering Unmasked Estep 
Score: -1610270.375000 Penalty: 3070.195557
	Iteration 9Q: 3 clusters Score -1610270 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 7670 members 
Entering Unmasked Estep 
Score: -1610442.000000 Penalty: 3070.195557
	Iteration 10Q: 3 clusters Score -1610442 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 7877 members 
Entering Unmasked Estep 
Score: -1610589.125000 Penalty: 3070.195557
	Iteration 11Q: 3 clusters Score -1610589 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 8104 members 
Entering Unmasked Estep 
Score: -1610729.750000 Penalty: 3070.195557
	Iteration 12Q: 3 clusters Score -1610730 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 8321 members 
Entering Unmasked Estep 
Score: -1610869.000000 Penalty: 3070.195557
	Iteration 13Q: 3 clusters Score -1610869 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 8578 members 
Entering Unmasked Estep 
Score: -1611006.250000 Penalty: 3070.195557
	Iteration 14Q: 3 clusters Score -1611006 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 8837 members 
Entering Unmasked Estep 
Score: -1611132.000000 Penalty: 3070.195557
	Iteration 15Q: 3 clusters Score -1611132 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 9106 members 
Entering Unmasked Estep 
Score: -1611264.000000 Penalty: 3070.195557
	Iteration 16Q: 3 clusters Score -1611264 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 9416 members 
Entering Unmasked Estep 
Score: -1611421.500000 Penalty: 3070.195557
	Iteration 17Q: 3 clusters Score -1611422 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 9722 members 
Entering Unmasked Estep 
Score: -1611576.625000 Penalty: 3070.195557
	Iteration 18Q: 3 clusters Score -1611577 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 10041 members 
Entering Unmasked Estep 
Score: -1611743.875000 Penalty: 3070.195557
	Iteration 19Q: 3 clusters Score -1611744 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 10355 members 
Entering Unmasked Estep 
Score: -1611907.750000 Penalty: 3070.195557
	Iteration 20F: 3 clusters Score -1611908 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 10665 members 
Entering Unmasked Estep 
Score: -1612087.250000 Penalty: 3070.195557
	Iteration 21Q: 3 clusters Score -1612087 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 10961 members 
Entering Unmasked Estep 
Score: -1612267.375000 Penalty: 3070.195557
	Iteration 22Q: 3 clusters Score -1612267 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 11206 members 
Entering Unmasked Estep 
Score: -1612408.875000 Penalty: 3070.195557
	Iteration 23Q: 3 clusters Score -1612409 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 11430 members 
Entering Unmasked Estep 
Score: -1612564.250000 Penalty: 3070.195557
	Iteration 24Q: 3 clusters Score -1612564 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 11609 members 
Entering Unmasked Estep 
Score: -1612683.000000 Penalty: 3070.195557
	Iteration 25Q: 3 clusters Score -1612683 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 11740 members 
Entering Unmasked Estep 
Score: -1612764.875000 Penalty: 3070.195557
	Iteration 26Q: 3 clusters Score -1612765 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 11836 members 
Entering Unmasked Estep 
Score: -1612827.000000 Penalty: 3070.195557
	Iteration 27Q: 3 clusters Score -1612827 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 11915 members 
Entering Unmasked Estep 
Score: -1612872.250000 Penalty: 3070.195557
	Iteration 28Q: 3 clusters Score -1612872 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 11981 members 
Entering Unmasked Estep 
Score: -1612924.500000 Penalty: 3070.195557
	Iteration 29Q: 3 clusters Score -1612924 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 12033 members 
Entering Unmasked Estep 
Score: -1612977.750000 Penalty: 3070.195557
	Iteration 30Q: 3 clusters Score -1612978 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 12073 members 
Entering Unmasked Estep 
Score: -1613030.125000 Penalty: 3070.195557
	Iteration 31Q: 3 clusters Score -1613030 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 12102 members 
Entering Unmasked Estep 
Score: -1613071.000000 Penalty: 3070.195557
	Iteration 32Q: 3 clusters Score -1613071 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 12117 members 
Entering Unmasked Estep 
Score: -1613115.250000 Penalty: 3070.195557
	Iteration 33Q: 3 clusters Score -1613115 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 12129 members 
Entering Unmasked Estep 
Score: -1613148.750000 Penalty: 3070.195557
	Iteration 34Q: 3 clusters Score -1613149 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 12137 members 
Entering Unmasked Estep 
Score: -1613173.125000 Penalty: 3070.195557
	Iteration 35Q: 3 clusters Score -1613173 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 12146 members 
Entering Unmasked Estep 
Score: -1613192.250000 Penalty: 3070.195557
	Iteration 36Q: 3 clusters Score -1613192 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 12154 members 
Entering Unmasked Estep 
Score: -1613203.625000 Penalty: 3070.195557
	Iteration 37Q: 3 clusters Score -1613204 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 12154 members 
Entering Unmasked Estep 
Score: -1613204.625000 Penalty: 3070.195557
	Iteration 38Q: 3 clusters Score -1613205 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 12153 members 
Entering Unmasked Estep 
Score: -1613205.625000 Penalty: 3070.195557
	Iteration 39Q: 3 clusters Score -1613206 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 12154 members 
Entering Unmasked Estep 
Score: -1613208.750000 Penalty: 3070.195557
	Iteration 40F: 3 clusters Score -1613209 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 12155 members 
Entering Unmasked Estep 
Score: -1613210.875000 Penalty: 3070.195557
	Iteration 41Q: 3 clusters Score -1613211 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 12158 members 
Entering Unmasked Estep 
Score: -1613212.375000 Penalty: 3070.195557
	Iteration 42Q: 3 clusters Score -1613212 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 12161 members 
Entering Unmasked Estep 
Score: -1613214.625000 Penalty: 3070.195557
	Iteration 43Q: 3 clusters Score -1613215 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 12162 members 
Entering Unmasked Estep 
Score: -1613215.625000 Penalty: 3070.195557
	Iteration 44Q: 3 clusters Score -1613216 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 12163 members 
Entering Unmasked Estep 
Score: -1613213.125000 Penalty: 3070.195557
	Iteration 45Q: 3 clusters Score -1613213 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 12162 members 
Entering Unmasked Estep 
Score: -1613213.875000 Penalty: 3070.195557
	Iteration 46Q: 3 clusters Score -1613214 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 12161 members 
Entering Unmasked Estep 
Score: -1613214.750000 Penalty: 3070.195557
	Iteration 47Q: 3 clusters Score -1613215 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 12162 members 
Entering Unmasked Estep 
Score: -1613216.125000 Penalty: 3070.195557
	Iteration 48Q: 3 clusters Score -1613216 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 12164 members 
Entering Unmasked Estep 
Score: -1613218.250000 Penalty: 3070.195557
	Iteration 49Q: 3 clusters Score -1613218 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 12166 members 
Entering Unmasked Estep 
Score: -1613218.750000 Penalty: 3070.195557
	Iteration 50Q: 3 clusters Score -1613219 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 12167 members 
Entering Unmasked Estep 
Score: -1613217.875000 Penalty: 3070.195557
	Iteration 51Q: 3 clusters Score -1613218 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 12167 members 
Entering Unmasked Estep 
Score: -1613217.875000 Penalty: 3070.195557
	Iteration 52F: 3 clusters Score -1613218 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (2892 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Entering Unmasked Estep 
Score: -352938.375000 Penalty: 1295.076904
	Iteration 0F: 2 clusters Score -352938.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -350245.718750 Penalty: 2590.153809
	Iteration 0F: 3 clusters Score -350245.7 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -350902.718750 Penalty: 2590.153809
	Iteration 1F: 3 clusters Score -350902.7 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -351104.843750 Penalty: 2590.153809
	Iteration 2F: 3 clusters Score -351104.8 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -351235.531250 Penalty: 2590.153809
	Iteration 3F: 3 clusters Score -351235.5 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -351341.437500 Penalty: 2590.153809
	Iteration 4F: 3 clusters Score -351341.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -351409.312500 Penalty: 2590.153809
	Iteration 5Q: 3 clusters Score -351409.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -351474.250000 Penalty: 2590.153809
	Iteration 6Q: 3 clusters Score -351474.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -351527.187500 Penalty: 2590.153809
	Iteration 7Q: 3 clusters Score -351527.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -351577.593750 Penalty: 2590.153809
	Iteration 8Q: 3 clusters Score -351577.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -351622.468750 Penalty: 2590.153809
	Iteration 9Q: 3 clusters Score -351622.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -351675.781250 Penalty: 2590.153809
	Iteration 10Q: 3 clusters Score -351675.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -351725.656250 Penalty: 2590.153809
	Iteration 11Q: 3 clusters Score -351725.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -351761.531250 Penalty: 2590.153809
	Iteration 12Q: 3 clusters Score -351761.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -351794.937500 Penalty: 2590.153809
	Iteration 13Q: 3 clusters Score -351794.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -351843.625000 Penalty: 2590.153809
	Iteration 14Q: 3 clusters Score -351843.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -351926.125000 Penalty: 2590.153809
	Iteration 15Q: 3 clusters Score -351926.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -351997.062500 Penalty: 2590.153809
	Iteration 16Q: 3 clusters Score -351997.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -352045.312500 Penalty: 2590.153809
	Iteration 17Q: 3 clusters Score -352045.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -352070.562500 Penalty: 2590.153809
	Iteration 18Q: 3 clusters Score -352070.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -352095.125000 Penalty: 2590.153809
	Iteration 19Q: 3 clusters Score -352095.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -352121.375000 Penalty: 2590.153809
	Iteration 20F: 3 clusters Score -352121.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -352144.062500 Penalty: 2590.153809
	Iteration 21Q: 3 clusters Score -352144.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -352162.250000 Penalty: 2590.153809
	Iteration 22Q: 3 clusters Score -352162.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -352181.937500 Penalty: 2590.153809
	Iteration 23Q: 3 clusters Score -352181.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -352207.437500 Penalty: 2590.153809
	Iteration 24Q: 3 clusters Score -352207.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -352230.218750 Penalty: 2590.153809
	Iteration 25Q: 3 clusters Score -352230.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -352243.062500 Penalty: 2590.153809
	Iteration 26Q: 3 clusters Score -352243.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -352251.312500 Penalty: 2590.153809
	Iteration 27Q: 3 clusters Score -352251.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -352256.531250 Penalty: 2590.153809
	Iteration 28Q: 3 clusters Score -352256.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -352261.375000 Penalty: 2590.153809
	Iteration 29Q: 3 clusters Score -352261.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -352263.500000 Penalty: 2590.153809
	Iteration 30Q: 3 clusters Score -352263.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -352265.937500 Penalty: 2590.153809
	Iteration 31Q: 3 clusters Score -352265.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -352266.718750 Penalty: 2590.153809
	Iteration 32Q: 3 clusters Score -352266.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -352266.718750 Penalty: 2590.153809
	Iteration 33F: 3 clusters Score -352266.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (10277 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10277 members 
Entering Unmasked Estep 
Score: -1201138.750000 Penalty: 1501.120239
	Iteration 0F: 2 clusters Score -1201139 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -1193899.250000 Penalty: 3002.240479
	Iteration 0F: 3 clusters Score -1193899 nChanged 4452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 5157 members 
Entering Unmasked Estep 
Score: -1196724.125000 Penalty: 3002.240479
	Iteration 1F: 3 clusters Score -1196724 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 5165 members 
Entering Unmasked Estep 
Score: -1197221.125000 Penalty: 3002.240479
	Iteration 2F: 3 clusters Score -1197221 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 5152 members 
Entering Unmasked Estep 
Score: -1197626.375000 Penalty: 3002.240479
	Iteration 3F: 3 clusters Score -1197626 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 5108 members 
Entering Unmasked Estep 
Score: -1198009.125000 Penalty: 3002.240479
	Iteration 4F: 3 clusters Score -1198009 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 5027 members 
Entering Unmasked Estep 
Score: -1198361.750000 Penalty: 3002.240479
	Iteration 5F: 3 clusters Score -1198362 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -1198633.750000 Penalty: 3002.240479
	Iteration 6Q: 3 clusters Score -1198634 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -1198816.125000 Penalty: 3002.240479
	Iteration 7Q: 3 clusters Score -1198816 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -1198962.500000 Penalty: 3002.240479
	Iteration 8Q: 3 clusters Score -1198962 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5499 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -1199074.000000 Penalty: 3002.240479
	Iteration 9Q: 3 clusters Score -1199074 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5571 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -1199148.375000 Penalty: 3002.240479
	Iteration 10Q: 3 clusters Score -1199148 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5630 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -1199207.375000 Penalty: 3002.240479
	Iteration 11Q: 3 clusters Score -1199207 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5678 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -1199244.750000 Penalty: 3002.240479
	Iteration 12Q: 3 clusters Score -1199245 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5742 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -1199288.625000 Penalty: 3002.240479
	Iteration 13Q: 3 clusters Score -1199289 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5805 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -1199326.375000 Penalty: 3002.240479
	Iteration 14Q: 3 clusters Score -1199326 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5876 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -1199356.750000 Penalty: 3002.240479
	Iteration 15Q: 3 clusters Score -1199357 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5929 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -1199379.375000 Penalty: 3002.240479
	Iteration 16Q: 3 clusters Score -1199379 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5961 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -1199395.500000 Penalty: 3002.240479
	Iteration 17Q: 3 clusters Score -1199396 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5997 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -1199408.250000 Penalty: 3002.240479
	Iteration 18Q: 3 clusters Score -1199408 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6041 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -1199423.375000 Penalty: 3002.240479
	Iteration 19Q: 3 clusters Score -1199423 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6075 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -1199435.750000 Penalty: 3002.240479
	Iteration 20F: 3 clusters Score -1199436 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6119 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -1199453.375000 Penalty: 3002.240479
	Iteration 21Q: 3 clusters Score -1199453 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6160 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -1199464.750000 Penalty: 3002.240479
	Iteration 22Q: 3 clusters Score -1199465 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6189 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -1199474.750000 Penalty: 3002.240479
	Iteration 23Q: 3 clusters Score -1199475 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6217 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -1199484.125000 Penalty: 3002.240479
	Iteration 24Q: 3 clusters Score -1199484 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6253 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -1199492.500000 Penalty: 3002.240479
	Iteration 25Q: 3 clusters Score -1199492 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6283 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -1199497.375000 Penalty: 3002.240479
	Iteration 26Q: 3 clusters Score -1199497 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6314 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -1199506.125000 Penalty: 3002.240479
	Iteration 27Q: 3 clusters Score -1199506 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6332 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -1199513.125000 Penalty: 3002.240479
	Iteration 28Q: 3 clusters Score -1199513 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6358 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -1199518.875000 Penalty: 3002.240479
	Iteration 29Q: 3 clusters Score -1199519 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6392 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -1199529.500000 Penalty: 3002.240479
	Iteration 30Q: 3 clusters Score -1199530 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6426 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -1199540.750000 Penalty: 3002.240479
	Iteration 31Q: 3 clusters Score -1199541 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6460 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -1199547.750000 Penalty: 3002.240479
	Iteration 32Q: 3 clusters Score -1199548 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6493 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -1199559.125000 Penalty: 3002.240479
	Iteration 33Q: 3 clusters Score -1199559 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6527 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -1199568.250000 Penalty: 3002.240479
	Iteration 34Q: 3 clusters Score -1199568 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6556 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -1199578.875000 Penalty: 3002.240479
	Iteration 35Q: 3 clusters Score -1199579 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6586 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -1199583.500000 Penalty: 3002.240479
	Iteration 36Q: 3 clusters Score -1199584 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6609 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -1199591.500000 Penalty: 3002.240479
	Iteration 37Q: 3 clusters Score -1199592 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6631 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -1199600.125000 Penalty: 3002.240479
	Iteration 38Q: 3 clusters Score -1199600 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6651 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -1199611.000000 Penalty: 3002.240479
	Iteration 39Q: 3 clusters Score -1199611 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6676 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -1199613.750000 Penalty: 3002.240479
	Iteration 40F: 3 clusters Score -1199614 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6691 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -1199622.625000 Penalty: 3002.240479
	Iteration 41Q: 3 clusters Score -1199623 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6697 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -1199626.625000 Penalty: 3002.240479
	Iteration 42Q: 3 clusters Score -1199627 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6709 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -1199630.250000 Penalty: 3002.240479
	Iteration 43Q: 3 clusters Score -1199630 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6722 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -1199630.875000 Penalty: 3002.240479
	Iteration 44Q: 3 clusters Score -1199631 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6732 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -1199635.250000 Penalty: 3002.240479
	Iteration 45Q: 3 clusters Score -1199635 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6740 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -1199638.875000 Penalty: 3002.240479
	Iteration 46Q: 3 clusters Score -1199639 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6749 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -1199640.875000 Penalty: 3002.240479
	Iteration 47Q: 3 clusters Score -1199641 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6755 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -1199641.375000 Penalty: 3002.240479
	Iteration 48Q: 3 clusters Score -1199641 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6762 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -1199639.875000 Penalty: 3002.240479
	Iteration 49Q: 3 clusters Score -1199640 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6766 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -1199641.750000 Penalty: 3002.240479
	Iteration 50Q: 3 clusters Score -1199642 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6775 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -1199643.625000 Penalty: 3002.240479
	Iteration 51Q: 3 clusters Score -1199644 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6781 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -1199645.125000 Penalty: 3002.240479
	Iteration 52Q: 3 clusters Score -1199645 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6787 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -1199644.500000 Penalty: 3002.240479
	Iteration 53Q: 3 clusters Score -1199644 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6789 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -1199643.875000 Penalty: 3002.240479
	Iteration 54Q: 3 clusters Score -1199644 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6787 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -1199647.875000 Penalty: 3002.240479
	Iteration 55Q: 3 clusters Score -1199648 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6789 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -1199647.625000 Penalty: 3002.240479
	Iteration 56Q: 3 clusters Score -1199648 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6790 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -1199651.375000 Penalty: 3002.240479
	Iteration 57Q: 3 clusters Score -1199651 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6793 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -1199651.250000 Penalty: 3002.240479
	Iteration 58Q: 3 clusters Score -1199651 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6797 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -1199648.875000 Penalty: 3002.240479
	Iteration 59Q: 3 clusters Score -1199649 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6799 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -1199649.375000 Penalty: 3002.240479
	Iteration 60F: 3 clusters Score -1199649 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6800 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -1199651.375000 Penalty: 3002.240479
	Iteration 61Q: 3 clusters Score -1199651 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6800 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -1199648.375000 Penalty: 3002.240479
	Iteration 62Q: 3 clusters Score -1199648 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6803 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -1199649.000000 Penalty: 3002.240479
	Iteration 63Q: 3 clusters Score -1199649 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6803 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -1199649.375000 Penalty: 3002.240479
	Iteration 64Q: 3 clusters Score -1199649 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6802 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -1199650.625000 Penalty: 3002.240479
	Iteration 65Q: 3 clusters Score -1199651 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6802 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -1199650.625000 Penalty: 3002.240479
	Iteration 66F: 3 clusters Score -1199651 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (2334 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Entering Unmasked Estep 
Score: -283184.968750 Penalty: 1260.242554
	Iteration 0F: 2 clusters Score -283185 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -280916.500000 Penalty: 2520.485107
	Iteration 0F: 3 clusters Score -280916.5 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -281523.031250 Penalty: 2520.485107
	Iteration 1F: 3 clusters Score -281523 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -281794.343750 Penalty: 2520.485107
	Iteration 2F: 3 clusters Score -281794.3 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -281980.125000 Penalty: 2520.485107
	Iteration 3F: 3 clusters Score -281980.1 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -282129.468750 Penalty: 2520.485107
	Iteration 4F: 3 clusters Score -282129.5 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -282259.531250 Penalty: 2520.485107
	Iteration 5F: 3 clusters Score -282259.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -282328.218750 Penalty: 2520.485107
	Iteration 6Q: 3 clusters Score -282328.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -282370.906250 Penalty: 2520.485107
	Iteration 7Q: 3 clusters Score -282370.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -282393.406250 Penalty: 2520.485107
	Iteration 8Q: 3 clusters Score -282393.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -282405.937500 Penalty: 2520.485107
	Iteration 9Q: 3 clusters Score -282405.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -282416.906250 Penalty: 2520.485107
	Iteration 10Q: 3 clusters Score -282416.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -282425.093750 Penalty: 2520.485107
	Iteration 11Q: 3 clusters Score -282425.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -282433.375000 Penalty: 2520.485107
	Iteration 12Q: 3 clusters Score -282433.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -282437.687500 Penalty: 2520.485107
	Iteration 13Q: 3 clusters Score -282437.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -282440.218750 Penalty: 2520.485107
	Iteration 14Q: 3 clusters Score -282440.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -282442.281250 Penalty: 2520.485107
	Iteration 15Q: 3 clusters Score -282442.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -282445.312500 Penalty: 2520.485107
	Iteration 16Q: 3 clusters Score -282445.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -282447.250000 Penalty: 2520.485107
	Iteration 17Q: 3 clusters Score -282447.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -282448.781250 Penalty: 2520.485107
	Iteration 18Q: 3 clusters Score -282448.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -282450.437500 Penalty: 2520.485107
	Iteration 19Q: 3 clusters Score -282450.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -282451.468750 Penalty: 2520.485107
	Iteration 20F: 3 clusters Score -282451.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -282452.250000 Penalty: 2520.485107
	Iteration 21Q: 3 clusters Score -282452.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -282452.406250 Penalty: 2520.485107
	Iteration 22Q: 3 clusters Score -282452.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -282452.625000 Penalty: 2520.485107
	Iteration 23Q: 3 clusters Score -282452.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -282452.625000 Penalty: 2520.485107
	Iteration 24F: 3 clusters Score -282452.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (25583 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25583 members 
Entering Unmasked Estep 
Score: -3003088.500000 Penalty: 1649.323486
	Iteration 0F: 2 clusters Score -3003088 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12736 members 
Mstep: Class 2 contains 12847 members 
Entering Unmasked Estep 
Score: -2985925.000000 Penalty: 3298.646973
	Iteration 0F: 3 clusters Score -2985925 nChanged 11644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12364 members 
Mstep: Class 2 contains 13219 members 
Entering Unmasked Estep 
Score: -2992783.750000 Penalty: 3298.646973
	Iteration 1F: 3 clusters Score -2992784 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12245 members 
Mstep: Class 2 contains 13338 members 
Entering Unmasked Estep 
Score: -2993579.250000 Penalty: 3298.646973
	Iteration 2F: 3 clusters Score -2993579 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12130 members 
Mstep: Class 2 contains 13453 members 
Entering Unmasked Estep 
Score: -2994519.500000 Penalty: 3298.646973
	Iteration 3F: 3 clusters Score -2994520 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12058 members 
Mstep: Class 2 contains 13525 members 
Entering Unmasked Estep 
Score: -2995442.250000 Penalty: 3298.646973
	Iteration 4F: 3 clusters Score -2995442 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12076 members 
Mstep: Class 2 contains 13507 members 
Entering Unmasked Estep 
Score: -2996312.000000 Penalty: 3298.646973
	Iteration 5F: 3 clusters Score -2996312 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12124 members 
Mstep: Class 2 contains 13459 members 
Entering Unmasked Estep 
Score: -2997005.250000 Penalty: 3298.646973
	Iteration 6F: 3 clusters Score -2997005 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12158 members 
Mstep: Class 2 contains 13425 members 
Entering Unmasked Estep 
Score: -2997492.000000 Penalty: 3298.646973
	Iteration 7Q: 3 clusters Score -2997492 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12132 members 
Mstep: Class 2 contains 13451 members 
Entering Unmasked Estep 
Score: -2997863.750000 Penalty: 3298.646973
	Iteration 8Q: 3 clusters Score -2997864 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12114 members 
Mstep: Class 2 contains 13469 members 
Entering Unmasked Estep 
Score: -2998153.000000 Penalty: 3298.646973
	Iteration 9Q: 3 clusters Score -2998153 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12083 members 
Mstep: Class 2 contains 13500 members 
Entering Unmasked Estep 
Score: -2998391.500000 Penalty: 3298.646973
	Iteration 10Q: 3 clusters Score -2998392 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12013 members 
Mstep: Class 2 contains 13570 members 
Entering Unmasked Estep 
Score: -2998549.500000 Penalty: 3298.646973
	Iteration 11Q: 3 clusters Score -2998550 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11948 members 
Mstep: Class 2 contains 13635 members 
Entering Unmasked Estep 
Score: -2998703.500000 Penalty: 3298.646973
	Iteration 12Q: 3 clusters Score -2998704 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11861 members 
Mstep: Class 2 contains 13722 members 
Entering Unmasked Estep 
Score: -2998840.750000 Penalty: 3298.646973
	Iteration 13Q: 3 clusters Score -2998841 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11754 members 
Mstep: Class 2 contains 13829 members 
Entering Unmasked Estep 
Score: -2998935.250000 Penalty: 3298.646973
	Iteration 14Q: 3 clusters Score -2998935 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11658 members 
Mstep: Class 2 contains 13925 members 
Entering Unmasked Estep 
Score: -2999007.250000 Penalty: 3298.646973
	Iteration 15Q: 3 clusters Score -2999007 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11581 members 
Mstep: Class 2 contains 14002 members 
Entering Unmasked Estep 
Score: -2999063.500000 Penalty: 3298.646973
	Iteration 16Q: 3 clusters Score -2999064 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11487 members 
Mstep: Class 2 contains 14096 members 
Entering Unmasked Estep 
Score: -2999107.250000 Penalty: 3298.646973
	Iteration 17Q: 3 clusters Score -2999107 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11393 members 
Mstep: Class 2 contains 14190 members 
Entering Unmasked Estep 
Score: -2999134.750000 Penalty: 3298.646973
	Iteration 18Q: 3 clusters Score -2999135 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11286 members 
Mstep: Class 2 contains 14297 members 
Entering Unmasked Estep 
Score: -2999157.000000 Penalty: 3298.646973
	Iteration 19Q: 3 clusters Score -2999157 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11176 members 
Mstep: Class 2 contains 14407 members 
Entering Unmasked Estep 
Score: -2999190.250000 Penalty: 3298.646973
	Iteration 20F: 3 clusters Score -2999190 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11067 members 
Mstep: Class 2 contains 14516 members 
Entering Unmasked Estep 
Score: -2999203.500000 Penalty: 3298.646973
	Iteration 21Q: 3 clusters Score -2999204 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10967 members 
Mstep: Class 2 contains 14616 members 
Entering Unmasked Estep 
Score: -2999221.500000 Penalty: 3298.646973
	Iteration 22Q: 3 clusters Score -2999222 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10884 members 
Mstep: Class 2 contains 14699 members 
Entering Unmasked Estep 
Score: -2999240.250000 Penalty: 3298.646973
	Iteration 23Q: 3 clusters Score -2999240 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10802 members 
Mstep: Class 2 contains 14781 members 
Entering Unmasked Estep 
Score: -2999252.500000 Penalty: 3298.646973
	Iteration 24Q: 3 clusters Score -2999252 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10708 members 
Mstep: Class 2 contains 14875 members 
Entering Unmasked Estep 
Score: -2999274.250000 Penalty: 3298.646973
	Iteration 25Q: 3 clusters Score -2999274 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10599 members 
Mstep: Class 2 contains 14984 members 
Entering Unmasked Estep 
Score: -2999288.000000 Penalty: 3298.646973
	Iteration 26Q: 3 clusters Score -2999288 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10502 members 
Mstep: Class 2 contains 15081 members 
Entering Unmasked Estep 
Score: -2999304.750000 Penalty: 3298.646973
	Iteration 27Q: 3 clusters Score -2999305 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10400 members 
Mstep: Class 2 contains 15183 members 
Entering Unmasked Estep 
Score: -2999330.500000 Penalty: 3298.646973
	Iteration 28Q: 3 clusters Score -2999330 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10284 members 
Mstep: Class 2 contains 15299 members 
Entering Unmasked Estep 
Score: -2999354.750000 Penalty: 3298.646973
	Iteration 29Q: 3 clusters Score -2999355 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10164 members 
Mstep: Class 2 contains 15419 members 
Entering Unmasked Estep 
Score: -2999369.750000 Penalty: 3298.646973
	Iteration 30Q: 3 clusters Score -2999370 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10054 members 
Mstep: Class 2 contains 15529 members 
Entering Unmasked Estep 
Score: -2999391.500000 Penalty: 3298.646973
	Iteration 31Q: 3 clusters Score -2999392 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9938 members 
Mstep: Class 2 contains 15645 members 
Entering Unmasked Estep 
Score: -2999409.000000 Penalty: 3298.646973
	Iteration 32Q: 3 clusters Score -2999409 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9798 members 
Mstep: Class 2 contains 15785 members 
Entering Unmasked Estep 
Score: -2999461.000000 Penalty: 3298.646973
	Iteration 33Q: 3 clusters Score -2999461 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9654 members 
Mstep: Class 2 contains 15929 members 
Entering Unmasked Estep 
Score: -2999488.750000 Penalty: 3298.646973
	Iteration 34Q: 3 clusters Score -2999489 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9508 members 
Mstep: Class 2 contains 16075 members 
Entering Unmasked Estep 
Score: -2999507.250000 Penalty: 3298.646973
	Iteration 35Q: 3 clusters Score -2999507 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9353 members 
Mstep: Class 2 contains 16230 members 
Entering Unmasked Estep 
Score: -2999556.000000 Penalty: 3298.646973
	Iteration 36Q: 3 clusters Score -2999556 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9182 members 
Mstep: Class 2 contains 16401 members 
Entering Unmasked Estep 
Score: -2999599.750000 Penalty: 3298.646973
	Iteration 37Q: 3 clusters Score -2999600 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9003 members 
Mstep: Class 2 contains 16580 members 
Entering Unmasked Estep 
Score: -2999644.500000 Penalty: 3298.646973
	Iteration 38Q: 3 clusters Score -2999644 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8832 members 
Mstep: Class 2 contains 16751 members 
Entering Unmasked Estep 
Score: -2999694.500000 Penalty: 3298.646973
	Iteration 39Q: 3 clusters Score -2999694 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8664 members 
Mstep: Class 2 contains 16919 members 
Entering Unmasked Estep 
Score: -2999758.500000 Penalty: 3298.646973
	Iteration 40F: 3 clusters Score -2999758 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8479 members 
Mstep: Class 2 contains 17104 members 
Entering Unmasked Estep 
Score: -2999808.000000 Penalty: 3298.646973
	Iteration 41Q: 3 clusters Score -2999808 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8272 members 
Mstep: Class 2 contains 17311 members 
Entering Unmasked Estep 
Score: -2999858.000000 Penalty: 3298.646973
	Iteration 42Q: 3 clusters Score -2999858 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8076 members 
Mstep: Class 2 contains 17507 members 
Entering Unmasked Estep 
Score: -2999917.250000 Penalty: 3298.646973
	Iteration 43Q: 3 clusters Score -2999917 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7870 members 
Mstep: Class 2 contains 17713 members 
Entering Unmasked Estep 
Score: -2999977.750000 Penalty: 3298.646973
	Iteration 44Q: 3 clusters Score -2999978 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7670 members 
Mstep: Class 2 contains 17913 members 
Entering Unmasked Estep 
Score: -3000007.500000 Penalty: 3298.646973
	Iteration 45Q: 3 clusters Score -3000008 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7472 members 
Mstep: Class 2 contains 18111 members 
Entering Unmasked Estep 
Score: -3000062.750000 Penalty: 3298.646973
	Iteration 46Q: 3 clusters Score -3000063 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7259 members 
Mstep: Class 2 contains 18324 members 
Entering Unmasked Estep 
Score: -3000106.750000 Penalty: 3298.646973
	Iteration 47Q: 3 clusters Score -3000107 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7034 members 
Mstep: Class 2 contains 18549 members 
Entering Unmasked Estep 
Score: -3000169.250000 Penalty: 3298.646973
	Iteration 48Q: 3 clusters Score -3000169 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6810 members 
Mstep: Class 2 contains 18773 members 
Entering Unmasked Estep 
Score: -3000212.250000 Penalty: 3298.646973
	Iteration 49Q: 3 clusters Score -3000212 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6573 members 
Mstep: Class 2 contains 19010 members 
Entering Unmasked Estep 
Score: -3000265.250000 Penalty: 3298.646973
	Iteration 50Q: 3 clusters Score -3000265 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6348 members 
Mstep: Class 2 contains 19235 members 
Entering Unmasked Estep 
Score: -3000322.000000 Penalty: 3298.646973
	Iteration 51Q: 3 clusters Score -3000322 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6149 members 
Mstep: Class 2 contains 19434 members 
Entering Unmasked Estep 
Score: -3000360.250000 Penalty: 3298.646973
	Iteration 52Q: 3 clusters Score -3000360 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5964 members 
Mstep: Class 2 contains 19619 members 
Entering Unmasked Estep 
Score: -3000405.500000 Penalty: 3298.646973
	Iteration 53Q: 3 clusters Score -3000406 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5782 members 
Mstep: Class 2 contains 19801 members 
Entering Unmasked Estep 
Score: -3000447.250000 Penalty: 3298.646973
	Iteration 54Q: 3 clusters Score -3000447 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5565 members 
Mstep: Class 2 contains 20018 members 
Entering Unmasked Estep 
Score: -3000498.250000 Penalty: 3298.646973
	Iteration 55Q: 3 clusters Score -3000498 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 20241 members 
Entering Unmasked Estep 
Score: -3000575.500000 Penalty: 3298.646973
	Iteration 56Q: 3 clusters Score -3000576 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 20503 members 
Entering Unmasked Estep 
Score: -3000644.500000 Penalty: 3298.646973
	Iteration 57Q: 3 clusters Score -3000644 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 20759 members 
Entering Unmasked Estep 
Score: -3000709.000000 Penalty: 3298.646973
	Iteration 58Q: 3 clusters Score -3000709 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 21017 members 
Entering Unmasked Estep 
Score: -3000799.500000 Penalty: 3298.646973
	Iteration 59Q: 3 clusters Score -3000800 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 21270 members 
Entering Unmasked Estep 
Score: -3000881.500000 Penalty: 3298.646973
	Iteration 60F: 3 clusters Score -3000882 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 21539 members 
Entering Unmasked Estep 
Score: -3000986.250000 Penalty: 3298.646973
	Iteration 61Q: 3 clusters Score -3000986 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 21800 members 
Entering Unmasked Estep 
Score: -3001071.500000 Penalty: 3298.646973
	Iteration 62Q: 3 clusters Score -3001072 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 22048 members 
Entering Unmasked Estep 
Score: -3001166.750000 Penalty: 3298.646973
	Iteration 63Q: 3 clusters Score -3001167 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 22296 members 
Entering Unmasked Estep 
Score: -3001272.750000 Penalty: 3298.646973
	Iteration 64Q: 3 clusters Score -3001273 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 22542 members 
Entering Unmasked Estep 
Score: -3001385.500000 Penalty: 3298.646973
	Iteration 65Q: 3 clusters Score -3001386 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 22794 members 
Entering Unmasked Estep 
Score: -3001504.500000 Penalty: 3298.646973
	Iteration 66Q: 3 clusters Score -3001504 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 23015 members 
Entering Unmasked Estep 
Score: -3001588.000000 Penalty: 3298.646973
	Iteration 67Q: 3 clusters Score -3001588 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 23214 members 
Entering Unmasked Estep 
Score: -3001658.000000 Penalty: 3298.646973
	Iteration 68Q: 3 clusters Score -3001658 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 23362 members 
Entering Unmasked Estep 
Score: -3001716.500000 Penalty: 3298.646973
	Iteration 69Q: 3 clusters Score -3001716 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 23494 members 
Entering Unmasked Estep 
Score: -3001767.000000 Penalty: 3298.646973
	Iteration 70Q: 3 clusters Score -3001767 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 23616 members 
Entering Unmasked Estep 
Score: -3001822.500000 Penalty: 3298.646973
	Iteration 71Q: 3 clusters Score -3001822 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 23731 members 
Entering Unmasked Estep 
Score: -3001860.000000 Penalty: 3298.646973
	Iteration 72Q: 3 clusters Score -3001860 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 23834 members 
Entering Unmasked Estep 
Score: -3001900.250000 Penalty: 3298.646973
	Iteration 73Q: 3 clusters Score -3001900 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 23939 members 
Entering Unmasked Estep 
Score: -3001951.500000 Penalty: 3298.646973
	Iteration 74Q: 3 clusters Score -3001952 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 24024 members 
Entering Unmasked Estep 
Score: -3001977.000000 Penalty: 3298.646973
	Iteration 75Q: 3 clusters Score -3001977 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 24097 members 
Entering Unmasked Estep 
Score: -3002009.500000 Penalty: 3298.646973
	Iteration 76Q: 3 clusters Score -3002010 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 24152 members 
Entering Unmasked Estep 
Score: -3002038.250000 Penalty: 3298.646973
	Iteration 77Q: 3 clusters Score -3002038 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 24198 members 
Entering Unmasked Estep 
Score: -3002054.500000 Penalty: 3298.646973
	Iteration 78Q: 3 clusters Score -3002054 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 24235 members 
Entering Unmasked Estep 
Score: -3002073.250000 Penalty: 3298.646973
	Iteration 79Q: 3 clusters Score -3002073 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 24269 members 
Entering Unmasked Estep 
Score: -3002089.250000 Penalty: 3298.646973
	Iteration 80F: 3 clusters Score -3002089 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 24292 members 
Entering Unmasked Estep 
Score: -3002095.500000 Penalty: 3298.646973
	Iteration 81Q: 3 clusters Score -3002096 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 24319 members 
Entering Unmasked Estep 
Score: -3002110.000000 Penalty: 3298.646973
	Iteration 82Q: 3 clusters Score -3002110 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 24346 members 
Entering Unmasked Estep 
Score: -3002119.000000 Penalty: 3298.646973
	Iteration 83Q: 3 clusters Score -3002119 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 24366 members 
Entering Unmasked Estep 
Score: -3002129.500000 Penalty: 3298.646973
	Iteration 84Q: 3 clusters Score -3002130 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 24374 members 
Entering Unmasked Estep 
Score: -3002129.750000 Penalty: 3298.646973
	Iteration 85Q: 3 clusters Score -3002130 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 24381 members 
Entering Unmasked Estep 
Score: -3002136.750000 Penalty: 3298.646973
	Iteration 86Q: 3 clusters Score -3002137 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 24396 members 
Entering Unmasked Estep 
Score: -3002142.000000 Penalty: 3298.646973
	Iteration 87Q: 3 clusters Score -3002142 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 24409 members 
Entering Unmasked Estep 
Score: -3002151.250000 Penalty: 3298.646973
	Iteration 88Q: 3 clusters Score -3002151 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 24422 members 
Entering Unmasked Estep 
Score: -3002159.250000 Penalty: 3298.646973
	Iteration 89Q: 3 clusters Score -3002159 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 24433 members 
Entering Unmasked Estep 
Score: -3002166.750000 Penalty: 3298.646973
	Iteration 90Q: 3 clusters Score -3002167 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 24439 members 
Entering Unmasked Estep 
Score: -3002168.500000 Penalty: 3298.646973
	Iteration 91Q: 3 clusters Score -3002168 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 24450 members 
Entering Unmasked Estep 
Score: -3002174.500000 Penalty: 3298.646973
	Iteration 92Q: 3 clusters Score -3002174 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 24459 members 
Entering Unmasked Estep 
Score: -3002173.500000 Penalty: 3298.646973
	Iteration 93Q: 3 clusters Score -3002174 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 24462 members 
Entering Unmasked Estep 
Score: -3002171.750000 Penalty: 3298.646973
	Iteration 94Q: 3 clusters Score -3002172 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 24467 members 
Entering Unmasked Estep 
Score: -3002174.000000 Penalty: 3298.646973
	Iteration 95Q: 3 clusters Score -3002174 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 24468 members 
Entering Unmasked Estep 
Score: -3002174.000000 Penalty: 3298.646973
	Iteration 96Q: 3 clusters Score -3002174 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 24468 members 
Entering Unmasked Estep 
Score: -3002174.000000 Penalty: 3298.646973
	Iteration 97F: 3 clusters Score -3002174 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (36148 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36148 members 
Entering Unmasked Estep 
Score: -4574097.500000 Penalty: 1705.498657
	Iteration 0F: 2 clusters Score -4574098 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18231 members 
Mstep: Class 2 contains 17917 members 
Entering Unmasked Estep 
Score: -4549822.500000 Penalty: 3410.997314
	Iteration 0F: 3 clusters Score -4549822 nChanged 16866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19359 members 
Mstep: Class 2 contains 16789 members 
Entering Unmasked Estep 
Score: -4559159.500000 Penalty: 3410.997314
	Iteration 1F: 3 clusters Score -4559160 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20096 members 
Mstep: Class 2 contains 16052 members 
Entering Unmasked Estep 
Score: -4559652.000000 Penalty: 3410.997314
	Iteration 2Q: 3 clusters Score -4559652 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21207 members 
Mstep: Class 2 contains 14941 members 
Entering Unmasked Estep 
Score: -4560296.000000 Penalty: 3410.997314
	Iteration 3Q: 3 clusters Score -4560296 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22853 members 
Mstep: Class 2 contains 13295 members 
Entering Unmasked Estep 
Score: -4561226.000000 Penalty: 3410.997314
	Iteration 4F: 3 clusters Score -4561226 nChanged 2361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25104 members 
Mstep: Class 2 contains 11044 members 
Entering Unmasked Estep 
Score: -4562753.500000 Penalty: 3410.997314
	Iteration 5F: 3 clusters Score -4562754 nChanged 2807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27873 members 
Mstep: Class 2 contains 8275 members 
Entering Unmasked Estep 
Score: -4564894.500000 Penalty: 3410.997314
	Iteration 6F: 3 clusters Score -4564894 nChanged 2957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30824 members 
Mstep: Class 2 contains 5324 members 
Entering Unmasked Estep 
Score: -4567650.500000 Penalty: 3410.997314
	Iteration 7F: 3 clusters Score -4567650 nChanged 2522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33342 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -4570157.000000 Penalty: 3410.997314
	Iteration 8F: 3 clusters Score -4570157 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34876 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -4571678.000000 Penalty: 3410.997314
	Iteration 9Q: 3 clusters Score -4571678 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35507 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -4572288.500000 Penalty: 3410.997314
	Iteration 10Q: 3 clusters Score -4572288 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35724 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -4572493.000000 Penalty: 3410.997314
	Iteration 11Q: 3 clusters Score -4572493 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35793 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -4572590.500000 Penalty: 3410.997314
	Iteration 12Q: 3 clusters Score -4572590 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35828 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -4572647.000000 Penalty: 3410.997314
	Iteration 13Q: 3 clusters Score -4572647 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35848 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -4572672.500000 Penalty: 3410.997314
	Iteration 14Q: 3 clusters Score -4572672 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35854 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -4572690.000000 Penalty: 3410.997314
	Iteration 15Q: 3 clusters Score -4572690 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35857 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -4572694.000000 Penalty: 3410.997314
	Iteration 16Q: 3 clusters Score -4572694 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35858 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -4572695.500000 Penalty: 3410.997314
	Iteration 17Q: 3 clusters Score -4572696 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35864 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -4572710.000000 Penalty: 3410.997314
	Iteration 18Q: 3 clusters Score -4572710 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35871 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -4572711.000000 Penalty: 3410.997314
	Iteration 19Q: 3 clusters Score -4572711 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35873 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -4572712.500000 Penalty: 3410.997314
	Iteration 20F: 3 clusters Score -4572712 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35874 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -4572718.000000 Penalty: 3410.997314
	Iteration 21Q: 3 clusters Score -4572718 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35879 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -4572724.500000 Penalty: 3410.997314
	Iteration 22Q: 3 clusters Score -4572724 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35883 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -4572735.500000 Penalty: 3410.997314
	Iteration 23Q: 3 clusters Score -4572736 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35883 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -4572741.000000 Penalty: 3410.997314
	Iteration 24Q: 3 clusters Score -4572741 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35884 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -4572741.000000 Penalty: 3410.997314
	Iteration 25Q: 3 clusters Score -4572741 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35884 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -4572741.000000 Penalty: 3410.997314
	Iteration 26F: 3 clusters Score -4572741 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (4567 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Entering Unmasked Estep 
Score: -552386.500000 Penalty: 1369.324463
	Iteration 0F: 2 clusters Score -552386.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -548643.875000 Penalty: 2738.648926
	Iteration 0F: 3 clusters Score -548643.9 nChanged 1821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -549597.375000 Penalty: 2738.648926
	Iteration 1F: 3 clusters Score -549597.4 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -549760.312500 Penalty: 2738.648926
	Iteration 2F: 3 clusters Score -549760.3 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -549868.187500 Penalty: 2738.648926
	Iteration 3Q: 3 clusters Score -549868.2 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -549960.750000 Penalty: 2738.648926
	Iteration 4Q: 3 clusters Score -549960.8 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -550047.125000 Penalty: 2738.648926
	Iteration 5Q: 3 clusters Score -550047.1 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -550114.500000 Penalty: 2738.648926
	Iteration 6Q: 3 clusters Score -550114.5 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -550178.687500 Penalty: 2738.648926
	Iteration 7Q: 3 clusters Score -550178.7 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -550257.000000 Penalty: 2738.648926
	Iteration 8Q: 3 clusters Score -550257 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -550324.750000 Penalty: 2738.648926
	Iteration 9Q: 3 clusters Score -550324.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -550384.750000 Penalty: 2738.648926
	Iteration 10Q: 3 clusters Score -550384.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -550447.750000 Penalty: 2738.648926
	Iteration 11Q: 3 clusters Score -550447.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -550509.812500 Penalty: 2738.648926
	Iteration 12Q: 3 clusters Score -550509.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -550563.437500 Penalty: 2738.648926
	Iteration 13Q: 3 clusters Score -550563.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -550629.437500 Penalty: 2738.648926
	Iteration 14Q: 3 clusters Score -550629.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -550708.687500 Penalty: 2738.648926
	Iteration 15Q: 3 clusters Score -550708.7 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -550787.875000 Penalty: 2738.648926
	Iteration 16Q: 3 clusters Score -550787.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -550877.187500 Penalty: 2738.648926
	Iteration 17Q: 3 clusters Score -550877.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -550976.437500 Penalty: 2738.648926
	Iteration 18Q: 3 clusters Score -550976.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -551061.187500 Penalty: 2738.648926
	Iteration 19Q: 3 clusters Score -551061.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -551132.875000 Penalty: 2738.648926
	Iteration 20F: 3 clusters Score -551132.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -551200.750000 Penalty: 2738.648926
	Iteration 21Q: 3 clusters Score -551200.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -551241.062500 Penalty: 2738.648926
	Iteration 22Q: 3 clusters Score -551241.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -551271.875000 Penalty: 2738.648926
	Iteration 23Q: 3 clusters Score -551271.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -551288.500000 Penalty: 2738.648926
	Iteration 24Q: 3 clusters Score -551288.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -551303.187500 Penalty: 2738.648926
	Iteration 25Q: 3 clusters Score -551303.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -551315.250000 Penalty: 2738.648926
	Iteration 26Q: 3 clusters Score -551315.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -551332.562500 Penalty: 2738.648926
	Iteration 27Q: 3 clusters Score -551332.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -551349.625000 Penalty: 2738.648926
	Iteration 28Q: 3 clusters Score -551349.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -551366.812500 Penalty: 2738.648926
	Iteration 29Q: 3 clusters Score -551366.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -551383.187500 Penalty: 2738.648926
	Iteration 30Q: 3 clusters Score -551383.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -551393.312500 Penalty: 2738.648926
	Iteration 31Q: 3 clusters Score -551393.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -551396.500000 Penalty: 2738.648926
	Iteration 32Q: 3 clusters Score -551396.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -551401.812500 Penalty: 2738.648926
	Iteration 33Q: 3 clusters Score -551401.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -551404.187500 Penalty: 2738.648926
	Iteration 34Q: 3 clusters Score -551404.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -551407.437500 Penalty: 2738.648926
	Iteration 35Q: 3 clusters Score -551407.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -551410.875000 Penalty: 2738.648926
	Iteration 36Q: 3 clusters Score -551410.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -551415.750000 Penalty: 2738.648926
	Iteration 37Q: 3 clusters Score -551415.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -551417.562500 Penalty: 2738.648926
	Iteration 38Q: 3 clusters Score -551417.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -551418.875000 Penalty: 2738.648926
	Iteration 39Q: 3 clusters Score -551418.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -551418.437500 Penalty: 2738.648926
	Iteration 40F: 3 clusters Score -551418.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -551419.375000 Penalty: 2738.648926
	Iteration 41Q: 3 clusters Score -551419.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -551419.937500 Penalty: 2738.648926
	Iteration 42Q: 3 clusters Score -551419.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -551421.187500 Penalty: 2738.648926
	Iteration 43Q: 3 clusters Score -551421.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -551420.812500 Penalty: 2738.648926
	Iteration 44Q: 3 clusters Score -551420.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -551421.000000 Penalty: 2738.648926
	Iteration 45Q: 3 clusters Score -551421 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -551421.000000 Penalty: 2738.648926
	Iteration 46F: 3 clusters Score -551421 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (23757 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23757 members 
Entering Unmasked Estep 
Score: -3003221.750000 Penalty: 1637.290161
	Iteration 0F: 2 clusters Score -3003222 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11882 members 
Mstep: Class 2 contains 11875 members 
Entering Unmasked Estep 
Score: -2987176.250000 Penalty: 3274.580322
	Iteration 0F: 3 clusters Score -2987176 nChanged 10850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11960 members 
Mstep: Class 2 contains 11797 members 
Entering Unmasked Estep 
Score: -2993259.250000 Penalty: 3274.580322
	Iteration 1F: 3 clusters Score -2993259 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11964 members 
Mstep: Class 2 contains 11793 members 
Entering Unmasked Estep 
Score: -2993659.750000 Penalty: 3274.580322
	Iteration 2Q: 3 clusters Score -2993660 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11940 members 
Mstep: Class 2 contains 11817 members 
Entering Unmasked Estep 
Score: -2994165.500000 Penalty: 3274.580322
	Iteration 3Q: 3 clusters Score -2994166 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11865 members 
Mstep: Class 2 contains 11892 members 
Entering Unmasked Estep 
Score: -2994814.250000 Penalty: 3274.580322
	Iteration 4F: 3 clusters Score -2994814 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11813 members 
Mstep: Class 2 contains 11944 members 
Entering Unmasked Estep 
Score: -2995530.500000 Penalty: 3274.580322
	Iteration 5F: 3 clusters Score -2995530 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11789 members 
Mstep: Class 2 contains 11968 members 
Entering Unmasked Estep 
Score: -2996251.250000 Penalty: 3274.580322
	Iteration 6F: 3 clusters Score -2996251 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11720 members 
Mstep: Class 2 contains 12037 members 
Entering Unmasked Estep 
Score: -2996976.250000 Penalty: 3274.580322
	Iteration 7F: 3 clusters Score -2996976 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11706 members 
Mstep: Class 2 contains 12051 members 
Entering Unmasked Estep 
Score: -2997876.000000 Penalty: 3274.580322
	Iteration 8F: 3 clusters Score -2997876 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11684 members 
Mstep: Class 2 contains 12073 members 
Entering Unmasked Estep 
Score: -2998758.000000 Penalty: 3274.580322
	Iteration 9F: 3 clusters Score -2998758 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11645 members 
Mstep: Class 2 contains 12112 members 
Entering Unmasked Estep 
Score: -2999409.750000 Penalty: 3274.580322
	Iteration 10Q: 3 clusters Score -2999410 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11575 members 
Mstep: Class 2 contains 12182 members 
Entering Unmasked Estep 
Score: -2999816.250000 Penalty: 3274.580322
	Iteration 11Q: 3 clusters Score -2999816 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11463 members 
Mstep: Class 2 contains 12294 members 
Entering Unmasked Estep 
Score: -3000055.000000 Penalty: 3274.580322
	Iteration 12Q: 3 clusters Score -3000055 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11351 members 
Mstep: Class 2 contains 12406 members 
Entering Unmasked Estep 
Score: -3000172.250000 Penalty: 3274.580322
	Iteration 13Q: 3 clusters Score -3000172 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11266 members 
Mstep: Class 2 contains 12491 members 
Entering Unmasked Estep 
Score: -3000252.250000 Penalty: 3274.580322
	Iteration 14Q: 3 clusters Score -3000252 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11200 members 
Mstep: Class 2 contains 12557 members 
Entering Unmasked Estep 
Score: -3000322.750000 Penalty: 3274.580322
	Iteration 15Q: 3 clusters Score -3000323 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11118 members 
Mstep: Class 2 contains 12639 members 
Entering Unmasked Estep 
Score: -3000372.250000 Penalty: 3274.580322
	Iteration 16Q: 3 clusters Score -3000372 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11058 members 
Mstep: Class 2 contains 12699 members 
Entering Unmasked Estep 
Score: -3000444.000000 Penalty: 3274.580322
	Iteration 17Q: 3 clusters Score -3000444 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11025 members 
Mstep: Class 2 contains 12732 members 
Entering Unmasked Estep 
Score: -3000478.000000 Penalty: 3274.580322
	Iteration 18Q: 3 clusters Score -3000478 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10995 members 
Mstep: Class 2 contains 12762 members 
Entering Unmasked Estep 
Score: -3000501.000000 Penalty: 3274.580322
	Iteration 19Q: 3 clusters Score -3000501 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10966 members 
Mstep: Class 2 contains 12791 members 
Entering Unmasked Estep 
Score: -3000503.000000 Penalty: 3274.580322
	Iteration 20F: 3 clusters Score -3000503 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10936 members 
Mstep: Class 2 contains 12821 members 
Entering Unmasked Estep 
Score: -3000534.500000 Penalty: 3274.580322
	Iteration 21Q: 3 clusters Score -3000534 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10895 members 
Mstep: Class 2 contains 12862 members 
Entering Unmasked Estep 
Score: -3000544.000000 Penalty: 3274.580322
	Iteration 22Q: 3 clusters Score -3000544 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10864 members 
Mstep: Class 2 contains 12893 members 
Entering Unmasked Estep 
Score: -3000553.750000 Penalty: 3274.580322
	Iteration 23Q: 3 clusters Score -3000554 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10831 members 
Mstep: Class 2 contains 12926 members 
Entering Unmasked Estep 
Score: -3000559.000000 Penalty: 3274.580322
	Iteration 24Q: 3 clusters Score -3000559 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10798 members 
Mstep: Class 2 contains 12959 members 
Entering Unmasked Estep 
Score: -3000565.250000 Penalty: 3274.580322
	Iteration 25Q: 3 clusters Score -3000565 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10760 members 
Mstep: Class 2 contains 12997 members 
Entering Unmasked Estep 
Score: -3000568.000000 Penalty: 3274.580322
	Iteration 26Q: 3 clusters Score -3000568 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10727 members 
Mstep: Class 2 contains 13030 members 
Entering Unmasked Estep 
Score: -3000575.500000 Penalty: 3274.580322
	Iteration 27Q: 3 clusters Score -3000576 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10688 members 
Mstep: Class 2 contains 13069 members 
Entering Unmasked Estep 
Score: -3000584.250000 Penalty: 3274.580322
	Iteration 28Q: 3 clusters Score -3000584 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10652 members 
Mstep: Class 2 contains 13105 members 
Entering Unmasked Estep 
Score: -3000591.500000 Penalty: 3274.580322
	Iteration 29Q: 3 clusters Score -3000592 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10618 members 
Mstep: Class 2 contains 13139 members 
Entering Unmasked Estep 
Score: -3000595.250000 Penalty: 3274.580322
	Iteration 30Q: 3 clusters Score -3000595 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10584 members 
Mstep: Class 2 contains 13173 members 
Entering Unmasked Estep 
Score: -3000604.250000 Penalty: 3274.580322
	Iteration 31Q: 3 clusters Score -3000604 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10553 members 
Mstep: Class 2 contains 13204 members 
Entering Unmasked Estep 
Score: -3000599.500000 Penalty: 3274.580322
	Iteration 32Q: 3 clusters Score -3000600 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10528 members 
Mstep: Class 2 contains 13229 members 
Entering Unmasked Estep 
Score: -3000611.250000 Penalty: 3274.580322
	Iteration 33Q: 3 clusters Score -3000611 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10509 members 
Mstep: Class 2 contains 13248 members 
Entering Unmasked Estep 
Score: -3000607.250000 Penalty: 3274.580322
	Iteration 34Q: 3 clusters Score -3000607 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10496 members 
Mstep: Class 2 contains 13261 members 
Entering Unmasked Estep 
Score: -3000618.250000 Penalty: 3274.580322
	Iteration 35Q: 3 clusters Score -3000618 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10489 members 
Mstep: Class 2 contains 13268 members 
Entering Unmasked Estep 
Score: -3000617.750000 Penalty: 3274.580322
	Iteration 36Q: 3 clusters Score -3000618 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10483 members 
Mstep: Class 2 contains 13274 members 
Entering Unmasked Estep 
Score: -3000619.750000 Penalty: 3274.580322
	Iteration 37Q: 3 clusters Score -3000620 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10470 members 
Mstep: Class 2 contains 13287 members 
Entering Unmasked Estep 
Score: -3000627.250000 Penalty: 3274.580322
	Iteration 38Q: 3 clusters Score -3000627 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10462 members 
Mstep: Class 2 contains 13295 members 
Entering Unmasked Estep 
Score: -3000629.000000 Penalty: 3274.580322
	Iteration 39Q: 3 clusters Score -3000629 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10457 members 
Mstep: Class 2 contains 13300 members 
Entering Unmasked Estep 
Score: -3000636.250000 Penalty: 3274.580322
	Iteration 40F: 3 clusters Score -3000636 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10452 members 
Mstep: Class 2 contains 13305 members 
Entering Unmasked Estep 
Score: -3000638.500000 Penalty: 3274.580322
	Iteration 41Q: 3 clusters Score -3000638 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10447 members 
Mstep: Class 2 contains 13310 members 
Entering Unmasked Estep 
Score: -3000643.250000 Penalty: 3274.580322
	Iteration 42Q: 3 clusters Score -3000643 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10441 members 
Mstep: Class 2 contains 13316 members 
Entering Unmasked Estep 
Score: -3000644.250000 Penalty: 3274.580322
	Iteration 43Q: 3 clusters Score -3000644 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10437 members 
Mstep: Class 2 contains 13320 members 
Entering Unmasked Estep 
Score: -3000642.250000 Penalty: 3274.580322
	Iteration 44Q: 3 clusters Score -3000642 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10429 members 
Mstep: Class 2 contains 13328 members 
Entering Unmasked Estep 
Score: -3000648.750000 Penalty: 3274.580322
	Iteration 45Q: 3 clusters Score -3000649 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10423 members 
Mstep: Class 2 contains 13334 members 
Entering Unmasked Estep 
Score: -3000650.250000 Penalty: 3274.580322
	Iteration 46Q: 3 clusters Score -3000650 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10420 members 
Mstep: Class 2 contains 13337 members 
Entering Unmasked Estep 
Score: -3000649.750000 Penalty: 3274.580322
	Iteration 47Q: 3 clusters Score -3000650 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10420 members 
Mstep: Class 2 contains 13337 members 
Entering Unmasked Estep 
Score: -3000651.000000 Penalty: 3274.580322
	Iteration 48Q: 3 clusters Score -3000651 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10420 members 
Mstep: Class 2 contains 13337 members 
Entering Unmasked Estep 
Score: -3000651.000000 Penalty: 3274.580322
	Iteration 49Q: 3 clusters Score -3000651 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10422 members 
Mstep: Class 2 contains 13335 members 
Entering Unmasked Estep 
Score: -3000648.500000 Penalty: 3274.580322
	Iteration 50Q: 3 clusters Score -3000648 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10419 members 
Mstep: Class 2 contains 13338 members 
Entering Unmasked Estep 
Score: -3000646.500000 Penalty: 3274.580322
	Iteration 51Q: 3 clusters Score -3000646 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10418 members 
Mstep: Class 2 contains 13339 members 
Entering Unmasked Estep 
Score: -3000645.750000 Penalty: 3274.580322
	Iteration 52Q: 3 clusters Score -3000646 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10415 members 
Mstep: Class 2 contains 13342 members 
Entering Unmasked Estep 
Score: -3000643.750000 Penalty: 3274.580322
	Iteration 53Q: 3 clusters Score -3000644 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10412 members 
Mstep: Class 2 contains 13345 members 
Entering Unmasked Estep 
Score: -3000642.750000 Penalty: 3274.580322
	Iteration 54Q: 3 clusters Score -3000643 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10407 members 
Mstep: Class 2 contains 13350 members 
Entering Unmasked Estep 
Score: -3000644.750000 Penalty: 3274.580322
	Iteration 55Q: 3 clusters Score -3000645 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10404 members 
Mstep: Class 2 contains 13353 members 
Entering Unmasked Estep 
Score: -3000644.250000 Penalty: 3274.580322
	Iteration 56Q: 3 clusters Score -3000644 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10403 members 
Mstep: Class 2 contains 13354 members 
Entering Unmasked Estep 
Score: -3000643.500000 Penalty: 3274.580322
	Iteration 57Q: 3 clusters Score -3000644 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10403 members 
Mstep: Class 2 contains 13354 members 
Entering Unmasked Estep 
Score: -3000641.500000 Penalty: 3274.580322
	Iteration 58Q: 3 clusters Score -3000642 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10403 members 
Mstep: Class 2 contains 13354 members 
Entering Unmasked Estep 
Score: -3000641.500000 Penalty: 3274.580322
	Iteration 59F: 3 clusters Score -3000642 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (12308 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12308 members 
Entering Unmasked Estep 
Score: -1379825.000000 Penalty: 1530.425781
	Iteration 0F: 2 clusters Score -1379825 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6163 members 
Mstep: Class 2 contains 6145 members 
Entering Unmasked Estep 
Score: -1371176.750000 Penalty: 3060.851562
	Iteration 0F: 3 clusters Score -1371177 nChanged 5407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6130 members 
Mstep: Class 2 contains 6178 members 
Entering Unmasked Estep 
Score: -1374228.375000 Penalty: 3060.851562
	Iteration 1F: 3 clusters Score -1374228 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6106 members 
Mstep: Class 2 contains 6202 members 
Entering Unmasked Estep 
Score: -1374792.875000 Penalty: 3060.851562
	Iteration 2F: 3 clusters Score -1374793 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6125 members 
Mstep: Class 2 contains 6183 members 
Entering Unmasked Estep 
Score: -1375429.000000 Penalty: 3060.851562
	Iteration 3F: 3 clusters Score -1375429 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6179 members 
Mstep: Class 2 contains 6129 members 
Entering Unmasked Estep 
Score: -1376124.875000 Penalty: 3060.851562
	Iteration 4F: 3 clusters Score -1376125 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6239 members 
Mstep: Class 2 contains 6069 members 
Entering Unmasked Estep 
Score: -1376658.250000 Penalty: 3060.851562
	Iteration 5F: 3 clusters Score -1376658 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6363 members 
Mstep: Class 2 contains 5945 members 
Entering Unmasked Estep 
Score: -1377087.750000 Penalty: 3060.851562
	Iteration 6F: 3 clusters Score -1377088 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6554 members 
Mstep: Class 2 contains 5754 members 
Entering Unmasked Estep 
Score: -1377418.500000 Penalty: 3060.851562
	Iteration 7Q: 3 clusters Score -1377418 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6770 members 
Mstep: Class 2 contains 5538 members 
Entering Unmasked Estep 
Score: -1377679.500000 Penalty: 3060.851562
	Iteration 8Q: 3 clusters Score -1377680 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6922 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
Score: -1377860.500000 Penalty: 3060.851562
	Iteration 9Q: 3 clusters Score -1377860 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7043 members 
Mstep: Class 2 contains 5265 members 
Entering Unmasked Estep 
Score: -1377968.625000 Penalty: 3060.851562
	Iteration 10Q: 3 clusters Score -1377969 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7149 members 
Mstep: Class 2 contains 5159 members 
Entering Unmasked Estep 
Score: -1378035.375000 Penalty: 3060.851562
	Iteration 11Q: 3 clusters Score -1378035 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7243 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -1378093.625000 Penalty: 3060.851562
	Iteration 12Q: 3 clusters Score -1378094 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7315 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -1378129.500000 Penalty: 3060.851562
	Iteration 13Q: 3 clusters Score -1378130 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7396 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
Score: -1378155.250000 Penalty: 3060.851562
	Iteration 14Q: 3 clusters Score -1378155 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7464 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -1378170.750000 Penalty: 3060.851562
	Iteration 15Q: 3 clusters Score -1378171 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7499 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -1378180.625000 Penalty: 3060.851562
	Iteration 16Q: 3 clusters Score -1378181 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7539 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -1378192.125000 Penalty: 3060.851562
	Iteration 17Q: 3 clusters Score -1378192 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7582 members 
Mstep: Class 2 contains 4726 members 
Entering Unmasked Estep 
Score: -1378208.875000 Penalty: 3060.851562
	Iteration 18Q: 3 clusters Score -1378209 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7630 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -1378216.000000 Penalty: 3060.851562
	Iteration 19Q: 3 clusters Score -1378216 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7669 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
Score: -1378227.250000 Penalty: 3060.851562
	Iteration 20F: 3 clusters Score -1378227 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7719 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -1378243.250000 Penalty: 3060.851562
	Iteration 21Q: 3 clusters Score -1378243 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7776 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -1378260.250000 Penalty: 3060.851562
	Iteration 22Q: 3 clusters Score -1378260 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7830 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -1378277.375000 Penalty: 3060.851562
	Iteration 23Q: 3 clusters Score -1378277 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7892 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -1378294.500000 Penalty: 3060.851562
	Iteration 24Q: 3 clusters Score -1378294 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7958 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -1378306.250000 Penalty: 3060.851562
	Iteration 25Q: 3 clusters Score -1378306 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8022 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -1378319.875000 Penalty: 3060.851562
	Iteration 26Q: 3 clusters Score -1378320 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8091 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -1378335.875000 Penalty: 3060.851562
	Iteration 27Q: 3 clusters Score -1378336 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8157 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -1378350.500000 Penalty: 3060.851562
	Iteration 28Q: 3 clusters Score -1378350 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8236 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -1378381.875000 Penalty: 3060.851562
	Iteration 29Q: 3 clusters Score -1378382 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8324 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -1378413.000000 Penalty: 3060.851562
	Iteration 30Q: 3 clusters Score -1378413 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8412 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -1378441.375000 Penalty: 3060.851562
	Iteration 31Q: 3 clusters Score -1378441 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8498 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -1378462.500000 Penalty: 3060.851562
	Iteration 32Q: 3 clusters Score -1378462 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8564 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -1378480.000000 Penalty: 3060.851562
	Iteration 33Q: 3 clusters Score -1378480 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8637 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -1378494.125000 Penalty: 3060.851562
	Iteration 34Q: 3 clusters Score -1378494 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8696 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -1378505.750000 Penalty: 3060.851562
	Iteration 35Q: 3 clusters Score -1378506 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8755 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -1378515.875000 Penalty: 3060.851562
	Iteration 36Q: 3 clusters Score -1378516 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8813 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -1378534.125000 Penalty: 3060.851562
	Iteration 37Q: 3 clusters Score -1378534 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8881 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -1378548.125000 Penalty: 3060.851562
	Iteration 38Q: 3 clusters Score -1378548 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8945 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -1378559.750000 Penalty: 3060.851562
	Iteration 39Q: 3 clusters Score -1378560 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9009 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -1378575.250000 Penalty: 3060.851562
	Iteration 40F: 3 clusters Score -1378575 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9070 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -1378586.250000 Penalty: 3060.851562
	Iteration 41Q: 3 clusters Score -1378586 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9129 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -1378603.375000 Penalty: 3060.851562
	Iteration 42Q: 3 clusters Score -1378603 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9203 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -1378624.750000 Penalty: 3060.851562
	Iteration 43Q: 3 clusters Score -1378625 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9281 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -1378643.875000 Penalty: 3060.851562
	Iteration 44Q: 3 clusters Score -1378644 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9360 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -1378660.250000 Penalty: 3060.851562
	Iteration 45Q: 3 clusters Score -1378660 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9427 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -1378677.750000 Penalty: 3060.851562
	Iteration 46Q: 3 clusters Score -1378678 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9498 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -1378698.000000 Penalty: 3060.851562
	Iteration 47Q: 3 clusters Score -1378698 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9579 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -1378719.750000 Penalty: 3060.851562
	Iteration 48Q: 3 clusters Score -1378720 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9651 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -1378738.000000 Penalty: 3060.851562
	Iteration 49Q: 3 clusters Score -1378738 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9717 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -1378754.875000 Penalty: 3060.851562
	Iteration 50Q: 3 clusters Score -1378755 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9785 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -1378774.250000 Penalty: 3060.851562
	Iteration 51Q: 3 clusters Score -1378774 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9855 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -1378792.250000 Penalty: 3060.851562
	Iteration 52Q: 3 clusters Score -1378792 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9920 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -1378805.375000 Penalty: 3060.851562
	Iteration 53Q: 3 clusters Score -1378805 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9977 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -1378820.875000 Penalty: 3060.851562
	Iteration 54Q: 3 clusters Score -1378821 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10031 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -1378840.750000 Penalty: 3060.851562
	Iteration 55Q: 3 clusters Score -1378841 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10075 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -1378846.125000 Penalty: 3060.851562
	Iteration 56Q: 3 clusters Score -1378846 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10116 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -1378857.375000 Penalty: 3060.851562
	Iteration 57Q: 3 clusters Score -1378857 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10166 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -1378869.250000 Penalty: 3060.851562
	Iteration 58Q: 3 clusters Score -1378869 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10211 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -1378887.875000 Penalty: 3060.851562
	Iteration 59Q: 3 clusters Score -1378888 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10246 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -1378891.500000 Penalty: 3060.851562
	Iteration 60F: 3 clusters Score -1378892 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10271 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -1378902.750000 Penalty: 3060.851562
	Iteration 61Q: 3 clusters Score -1378903 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10298 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -1378904.875000 Penalty: 3060.851562
	Iteration 62Q: 3 clusters Score -1378905 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10332 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -1378918.625000 Penalty: 3060.851562
	Iteration 63Q: 3 clusters Score -1378919 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10372 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -1378927.500000 Penalty: 3060.851562
	Iteration 64Q: 3 clusters Score -1378928 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10407 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -1378940.875000 Penalty: 3060.851562
	Iteration 65Q: 3 clusters Score -1378941 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10436 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -1378949.375000 Penalty: 3060.851562
	Iteration 66Q: 3 clusters Score -1378949 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10467 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -1378961.750000 Penalty: 3060.851562
	Iteration 67Q: 3 clusters Score -1378962 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10512 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -1378977.875000 Penalty: 3060.851562
	Iteration 68Q: 3 clusters Score -1378978 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10555 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -1378990.625000 Penalty: 3060.851562
	Iteration 69Q: 3 clusters Score -1378991 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10589 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -1379002.375000 Penalty: 3060.851562
	Iteration 70Q: 3 clusters Score -1379002 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10618 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -1379013.375000 Penalty: 3060.851562
	Iteration 71Q: 3 clusters Score -1379013 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10649 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -1379022.500000 Penalty: 3060.851562
	Iteration 72Q: 3 clusters Score -1379022 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10676 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -1379029.625000 Penalty: 3060.851562
	Iteration 73Q: 3 clusters Score -1379030 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10695 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -1379033.750000 Penalty: 3060.851562
	Iteration 74Q: 3 clusters Score -1379034 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10710 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -1379033.375000 Penalty: 3060.851562
	Iteration 75Q: 3 clusters Score -1379033 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10726 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -1379038.875000 Penalty: 3060.851562
	Iteration 76Q: 3 clusters Score -1379039 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10742 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -1379041.500000 Penalty: 3060.851562
	Iteration 77Q: 3 clusters Score -1379042 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10760 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -1379041.625000 Penalty: 3060.851562
	Iteration 78Q: 3 clusters Score -1379042 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10770 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -1379045.875000 Penalty: 3060.851562
	Iteration 79Q: 3 clusters Score -1379046 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10779 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -1379048.750000 Penalty: 3060.851562
	Iteration 80F: 3 clusters Score -1379049 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10786 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -1379049.750000 Penalty: 3060.851562
	Iteration 81Q: 3 clusters Score -1379050 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10791 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -1379051.500000 Penalty: 3060.851562
	Iteration 82Q: 3 clusters Score -1379052 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10797 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -1379053.750000 Penalty: 3060.851562
	Iteration 83Q: 3 clusters Score -1379054 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10802 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -1379055.375000 Penalty: 3060.851562
	Iteration 84Q: 3 clusters Score -1379055 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10804 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -1379054.250000 Penalty: 3060.851562
	Iteration 85Q: 3 clusters Score -1379054 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10806 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -1379054.125000 Penalty: 3060.851562
	Iteration 86Q: 3 clusters Score -1379054 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10809 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -1379054.875000 Penalty: 3060.851562
	Iteration 87Q: 3 clusters Score -1379055 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10816 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -1379056.375000 Penalty: 3060.851562
	Iteration 88Q: 3 clusters Score -1379056 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10826 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -1379056.750000 Penalty: 3060.851562
	Iteration 89Q: 3 clusters Score -1379057 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10837 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -1379062.250000 Penalty: 3060.851562
	Iteration 90Q: 3 clusters Score -1379062 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10849 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -1379062.250000 Penalty: 3060.851562
	Iteration 91Q: 3 clusters Score -1379062 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10857 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -1379063.875000 Penalty: 3060.851562
	Iteration 92Q: 3 clusters Score -1379064 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10861 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -1379065.750000 Penalty: 3060.851562
	Iteration 93Q: 3 clusters Score -1379066 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10864 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -1379065.375000 Penalty: 3060.851562
	Iteration 94Q: 3 clusters Score -1379065 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10865 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -1379064.625000 Penalty: 3060.851562
	Iteration 95Q: 3 clusters Score -1379065 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10865 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -1379064.625000 Penalty: 3060.851562
	Iteration 96F: 3 clusters Score -1379065 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (6107 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6107 members 
Entering Unmasked Estep 
Score: -770978.750000 Penalty: 1416.543457
	Iteration 0F: 2 clusters Score -770978.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -766326.187500 Penalty: 2833.086914
	Iteration 0F: 3 clusters Score -766326.2 nChanged 2505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -767687.000000 Penalty: 2833.086914
	Iteration 1F: 3 clusters Score -767687 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -767924.687500 Penalty: 2833.086914
	Iteration 2F: 3 clusters Score -767924.7 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -768130.062500 Penalty: 2833.086914
	Iteration 3F: 3 clusters Score -768130.1 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -768377.250000 Penalty: 2833.086914
	Iteration 4F: 3 clusters Score -768377.2 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -768653.312500 Penalty: 2833.086914
	Iteration 5F: 3 clusters Score -768653.3 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -768993.125000 Penalty: 2833.086914
	Iteration 6F: 3 clusters Score -768993.1 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -769302.812500 Penalty: 2833.086914
	Iteration 7F: 3 clusters Score -769302.8 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -769592.562500 Penalty: 2833.086914
	Iteration 8F: 3 clusters Score -769592.6 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -769779.562500 Penalty: 2833.086914
	Iteration 9Q: 3 clusters Score -769779.6 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -769944.937500 Penalty: 2833.086914
	Iteration 10Q: 3 clusters Score -769944.9 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -770112.062500 Penalty: 2833.086914
	Iteration 11Q: 3 clusters Score -770112.1 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -770370.937500 Penalty: 2833.086914
	Iteration 12Q: 3 clusters Score -770370.9 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -770627.750000 Penalty: 2833.086914
	Iteration 13Q: 3 clusters Score -770627.8 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -770836.812500 Penalty: 2833.086914
	Iteration 14Q: 3 clusters Score -770836.8 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -770983.187500 Penalty: 2833.086914
	Iteration 15Q: 3 clusters Score -770983.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -771036.625000 Penalty: 2833.086914
	Iteration 16Q: 3 clusters Score -771036.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -771056.562500 Penalty: 2833.086914
	Iteration 17Q: 3 clusters Score -771056.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -771066.562500 Penalty: 2833.086914
	Iteration 18Q: 3 clusters Score -771066.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -771072.812500 Penalty: 2833.086914
	Iteration 19Q: 3 clusters Score -771072.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -771077.937500 Penalty: 2833.086914
	Iteration 20F: 3 clusters Score -771077.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -771078.000000 Penalty: 2833.086914
	Iteration 21Q: 3 clusters Score -771078 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -771078.312500 Penalty: 2833.086914
	Iteration 22Q: 3 clusters Score -771078.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -771079.812500 Penalty: 2833.086914
	Iteration 23Q: 3 clusters Score -771079.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -771077.812500 Penalty: 2833.086914
	Iteration 24Q: 3 clusters Score -771077.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -771077.812500 Penalty: 2833.086914
	Iteration 25F: 3 clusters Score -771077.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 8917 members 
Mstep: Class 3 contains 100458 members 
Mstep: Class 4 contains 10465 members 
Mstep: Class 5 contains 2246 members 
Mstep: Class 6 contains 24740 members 
Mstep: Class 7 contains 13913 members 
Mstep: Class 8 contains 8115 members 
Mstep: Class 9 contains 18211 members 
Mstep: Class 10 contains 9494 members 
Mstep: Class 11 contains 8717 members 
Mstep: Class 12 contains 3231 members 
Mstep: Class 13 contains 17979 members 
Mstep: Class 14 contains 38326 members 
Mstep: Class 15 contains 39448 members 
Mstep: Class 16 contains 3748 members 
Mstep: Class 17 contains 5824 members 
Mstep: Class 18 contains 47459 members 
Mstep: Class 19 contains 3461 members 
Mstep: Class 20 contains 3170 members 
Mstep: Class 21 contains 1108 members 
Mstep: Class 22 contains 3317 members 
Mstep: Class 23 contains 43933 members 
Mstep: Class 24 contains 13018 members 
Mstep: Class 25 contains 12667 members 
Mstep: Class 26 contains 2892 members 
Mstep: Class 27 contains 10277 members 
Mstep: Class 28 contains 2334 members 
Mstep: Class 29 contains 25583 members 
Mstep: Class 30 contains 36148 members 
Mstep: Class 31 contains 4567 members 
Mstep: Class 32 contains 23757 members 
Mstep: Class 33 contains 12308 members 
Mstep: Class 34 contains 2041 members 
Mstep: Class 35 contains 4649 members 
Mstep: Class 36 contains 2379 members 
Mstep: Class 37 contains 17804 members 
Mstep: Class 38 contains 8798 members 
Mstep: Class 39 contains 4992 members 
Mstep: Class 40 contains 14628 members 
Mstep: Class 41 contains 10859 members 
Mstep: Class 42 contains 13456 members 
Mstep: Class 43 contains 144571 members 
Mstep: Class 44 contains 29116 members 
Mstep: Class 45 contains 2934 members 
Mstep: Class 46 contains 4066 members 
Entering Unmasked Estep 
Score: -100313952.000000 Penalty: 101793.265625
Splitting cluster 34 changes total score from -100314640.000000 to -100313952.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 35 (4649 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Entering Unmasked Estep 
Score: -604455.000000 Penalty: 1372.216187
	Iteration 0F: 2 clusters Score -604455 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -600706.812500 Penalty: 2744.432373
	Iteration 0F: 3 clusters Score -600706.8 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -601632.687500 Penalty: 2744.432373
	Iteration 1F: 3 clusters Score -601632.7 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -601830.687500 Penalty: 2744.432373
	Iteration 2F: 3 clusters Score -601830.7 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -601999.375000 Penalty: 2744.432373
	Iteration 3F: 3 clusters Score -601999.4 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -602143.062500 Penalty: 2744.432373
	Iteration 4F: 3 clusters Score -602143.1 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -602279.875000 Penalty: 2744.432373
	Iteration 5Q: 3 clusters Score -602279.9 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -602418.812500 Penalty: 2744.432373
	Iteration 6Q: 3 clusters Score -602418.8 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -602570.500000 Penalty: 2744.432373
	Iteration 7Q: 3 clusters Score -602570.5 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -602722.187500 Penalty: 2744.432373
	Iteration 8Q: 3 clusters Score -602722.2 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -602862.875000 Penalty: 2744.432373
	Iteration 9Q: 3 clusters Score -602862.9 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -602980.875000 Penalty: 2744.432373
	Iteration 10Q: 3 clusters Score -602980.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -603052.750000 Penalty: 2744.432373
	Iteration 11Q: 3 clusters Score -603052.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -603108.937500 Penalty: 2744.432373
	Iteration 12Q: 3 clusters Score -603108.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -603162.687500 Penalty: 2744.432373
	Iteration 13Q: 3 clusters Score -603162.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -603195.437500 Penalty: 2744.432373
	Iteration 14Q: 3 clusters Score -603195.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -603215.750000 Penalty: 2744.432373
	Iteration 15Q: 3 clusters Score -603215.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -603229.750000 Penalty: 2744.432373
	Iteration 16Q: 3 clusters Score -603229.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -603242.750000 Penalty: 2744.432373
	Iteration 17Q: 3 clusters Score -603242.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -603258.937500 Penalty: 2744.432373
	Iteration 18Q: 3 clusters Score -603258.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -603270.312500 Penalty: 2744.432373
	Iteration 19Q: 3 clusters Score -603270.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -603281.437500 Penalty: 2744.432373
	Iteration 20F: 3 clusters Score -603281.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -603284.625000 Penalty: 2744.432373
	Iteration 21Q: 3 clusters Score -603284.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -603286.562500 Penalty: 2744.432373
	Iteration 22Q: 3 clusters Score -603286.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -603286.937500 Penalty: 2744.432373
	Iteration 23Q: 3 clusters Score -603286.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -603286.937500 Penalty: 2744.432373
	Iteration 24F: 3 clusters Score -603286.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (2379 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Entering Unmasked Estep 
Score: -274257.187500 Penalty: 1263.345825
	Iteration 0F: 2 clusters Score -274257.2 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 1190 members 
Entering Unmasked Estep 
Score: -272020.375000 Penalty: 2526.691650
	Iteration 0F: 3 clusters Score -272020.4 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -272755.437500 Penalty: 2526.691650
	Iteration 1F: 3 clusters Score -272755.4 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -273077.250000 Penalty: 2526.691650
	Iteration 2F: 3 clusters Score -273077.2 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -273354.656250 Penalty: 2526.691650
	Iteration 3F: 3 clusters Score -273354.7 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -273530.281250 Penalty: 2526.691650
	Iteration 4F: 3 clusters Score -273530.3 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -273740.031250 Penalty: 2526.691650
	Iteration 5F: 3 clusters Score -273740 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -273888.312500 Penalty: 2526.691650
	Iteration 6Q: 3 clusters Score -273888.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -273933.968750 Penalty: 2526.691650
	Iteration 7Q: 3 clusters Score -273934 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -273963.000000 Penalty: 2526.691650
	Iteration 8Q: 3 clusters Score -273963 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -273976.812500 Penalty: 2526.691650
	Iteration 9Q: 3 clusters Score -273976.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -273988.906250 Penalty: 2526.691650
	Iteration 10Q: 3 clusters Score -273988.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -273993.687500 Penalty: 2526.691650
	Iteration 11Q: 3 clusters Score -273993.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -273996.281250 Penalty: 2526.691650
	Iteration 12Q: 3 clusters Score -273996.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -274000.656250 Penalty: 2526.691650
	Iteration 13Q: 3 clusters Score -274000.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -274003.000000 Penalty: 2526.691650
	Iteration 14Q: 3 clusters Score -274003 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -274011.687500 Penalty: 2526.691650
	Iteration 15Q: 3 clusters Score -274011.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -274020.531250 Penalty: 2526.691650
	Iteration 16Q: 3 clusters Score -274020.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -274027.187500 Penalty: 2526.691650
	Iteration 17Q: 3 clusters Score -274027.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -274032.906250 Penalty: 2526.691650
	Iteration 18Q: 3 clusters Score -274032.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -274036.937500 Penalty: 2526.691650
	Iteration 19Q: 3 clusters Score -274036.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -274038.812500 Penalty: 2526.691650
	Iteration 20F: 3 clusters Score -274038.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -274039.781250 Penalty: 2526.691650
	Iteration 21Q: 3 clusters Score -274039.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -274042.656250 Penalty: 2526.691650
	Iteration 22Q: 3 clusters Score -274042.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -274047.750000 Penalty: 2526.691650
	Iteration 23Q: 3 clusters Score -274047.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -274050.000000 Penalty: 2526.691650
	Iteration 24Q: 3 clusters Score -274050 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -274050.375000 Penalty: 2526.691650
	Iteration 25Q: 3 clusters Score -274050.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -274051.593750 Penalty: 2526.691650
	Iteration 26Q: 3 clusters Score -274051.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -274051.843750 Penalty: 2526.691650
	Iteration 27Q: 3 clusters Score -274051.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -274052.312500 Penalty: 2526.691650
	Iteration 28Q: 3 clusters Score -274052.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -274053.500000 Penalty: 2526.691650
	Iteration 29Q: 3 clusters Score -274053.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -274057.031250 Penalty: 2526.691650
	Iteration 30Q: 3 clusters Score -274057 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -274063.156250 Penalty: 2526.691650
	Iteration 31Q: 3 clusters Score -274063.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -274069.937500 Penalty: 2526.691650
	Iteration 32Q: 3 clusters Score -274069.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -274085.843750 Penalty: 2526.691650
	Iteration 33Q: 3 clusters Score -274085.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -274090.156250 Penalty: 2526.691650
	Iteration 34Q: 3 clusters Score -274090.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -274091.812500 Penalty: 2526.691650
	Iteration 35Q: 3 clusters Score -274091.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -274093.156250 Penalty: 2526.691650
	Iteration 36Q: 3 clusters Score -274093.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -274093.375000 Penalty: 2526.691650
	Iteration 37Q: 3 clusters Score -274093.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -274093.375000 Penalty: 2526.691650
	Iteration 38F: 3 clusters Score -274093.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (17804 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17804 members 
Entering Unmasked Estep 
Score: -2262320.000000 Penalty: 1590.416382
	Iteration 0F: 2 clusters Score -2262320 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8744 members 
Mstep: Class 2 contains 9060 members 
Entering Unmasked Estep 
Score: -2250109.000000 Penalty: 3180.832764
	Iteration 0F: 3 clusters Score -2250109 nChanged 7969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7639 members 
Mstep: Class 2 contains 10165 members 
Entering Unmasked Estep 
Score: -2254574.500000 Penalty: 3180.832764
	Iteration 1F: 3 clusters Score -2254574 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7023 members 
Mstep: Class 2 contains 10781 members 
Entering Unmasked Estep 
Score: -2255065.750000 Penalty: 3180.832764
	Iteration 2F: 3 clusters Score -2255066 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6246 members 
Mstep: Class 2 contains 11558 members 
Entering Unmasked Estep 
Score: -2255609.750000 Penalty: 3180.832764
	Iteration 3F: 3 clusters Score -2255610 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5281 members 
Mstep: Class 2 contains 12523 members 
Entering Unmasked Estep 
Score: -2256267.000000 Penalty: 3180.832764
	Iteration 4F: 3 clusters Score -2256267 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 13700 members 
Entering Unmasked Estep 
Score: -2257216.750000 Penalty: 3180.832764
	Iteration 5F: 3 clusters Score -2257217 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 14983 members 
Entering Unmasked Estep 
Score: -2258395.000000 Penalty: 3180.832764
	Iteration 6F: 3 clusters Score -2258395 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 16068 members 
Entering Unmasked Estep 
Score: -2259476.750000 Penalty: 3180.832764
	Iteration 7F: 3 clusters Score -2259477 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 16772 members 
Entering Unmasked Estep 
Score: -2260209.750000 Penalty: 3180.832764
	Iteration 8Q: 3 clusters Score -2260210 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 17119 members 
Entering Unmasked Estep 
Score: -2260602.750000 Penalty: 3180.832764
	Iteration 9Q: 3 clusters Score -2260603 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 17263 members 
Entering Unmasked Estep 
Score: -2260794.750000 Penalty: 3180.832764
	Iteration 10Q: 3 clusters Score -2260795 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 17344 members 
Entering Unmasked Estep 
Score: -2260918.750000 Penalty: 3180.832764
	Iteration 11Q: 3 clusters Score -2260919 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 17382 members 
Entering Unmasked Estep 
Score: -2260993.250000 Penalty: 3180.832764
	Iteration 12Q: 3 clusters Score -2260993 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 17403 members 
Entering Unmasked Estep 
Score: -2261031.000000 Penalty: 3180.832764
	Iteration 13Q: 3 clusters Score -2261031 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 17420 members 
Entering Unmasked Estep 
Score: -2261062.500000 Penalty: 3180.832764
	Iteration 14Q: 3 clusters Score -2261062 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 17425 members 
Entering Unmasked Estep 
Score: -2261073.000000 Penalty: 3180.832764
	Iteration 15Q: 3 clusters Score -2261073 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 17427 members 
Entering Unmasked Estep 
Score: -2261076.500000 Penalty: 3180.832764
	Iteration 16Q: 3 clusters Score -2261076 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 17429 members 
Entering Unmasked Estep 
Score: -2261075.000000 Penalty: 3180.832764
	Iteration 17Q: 3 clusters Score -2261075 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 17432 members 
Entering Unmasked Estep 
Score: -2261082.500000 Penalty: 3180.832764
	Iteration 18Q: 3 clusters Score -2261082 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 17436 members 
Entering Unmasked Estep 
Score: -2261089.500000 Penalty: 3180.832764
	Iteration 19Q: 3 clusters Score -2261090 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 17440 members 
Entering Unmasked Estep 
Score: -2261094.750000 Penalty: 3180.832764
	Iteration 20F: 3 clusters Score -2261095 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 17444 members 
Entering Unmasked Estep 
Score: -2261101.250000 Penalty: 3180.832764
	Iteration 21Q: 3 clusters Score -2261101 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 17447 members 
Entering Unmasked Estep 
Score: -2261108.750000 Penalty: 3180.832764
	Iteration 22Q: 3 clusters Score -2261109 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 17451 members 
Entering Unmasked Estep 
Score: -2261112.750000 Penalty: 3180.832764
	Iteration 23Q: 3 clusters Score -2261113 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 17452 members 
Entering Unmasked Estep 
Score: -2261113.250000 Penalty: 3180.832764
	Iteration 24Q: 3 clusters Score -2261113 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 17451 members 
Entering Unmasked Estep 
Score: -2261114.750000 Penalty: 3180.832764
	Iteration 25Q: 3 clusters Score -2261115 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 17451 members 
Entering Unmasked Estep 
Score: -2261113.500000 Penalty: 3180.832764
	Iteration 26Q: 3 clusters Score -2261114 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 17451 members 
Entering Unmasked Estep 
Score: -2261113.500000 Penalty: 3180.832764
	Iteration 27F: 3 clusters Score -2261114 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (8798 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8798 members 
Entering Unmasked Estep 
Score: -1120245.875000 Penalty: 1475.870483
	Iteration 0F: 2 clusters Score -1120246 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -1113832.500000 Penalty: 2951.740967
	Iteration 0F: 3 clusters Score -1113832 nChanged 3761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -1115882.625000 Penalty: 2951.740967
	Iteration 1F: 3 clusters Score -1115883 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -1116207.000000 Penalty: 2951.740967
	Iteration 2F: 3 clusters Score -1116207 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -1116499.500000 Penalty: 2951.740967
	Iteration 3F: 3 clusters Score -1116500 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -1116762.125000 Penalty: 2951.740967
	Iteration 4Q: 3 clusters Score -1116762 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -1117008.750000 Penalty: 2951.740967
	Iteration 5Q: 3 clusters Score -1117009 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
Score: -1117276.750000 Penalty: 2951.740967
	Iteration 6Q: 3 clusters Score -1117277 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 5183 members 
Entering Unmasked Estep 
Score: -1117571.250000 Penalty: 2951.740967
	Iteration 7Q: 3 clusters Score -1117571 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -1117856.875000 Penalty: 2951.740967
	Iteration 8Q: 3 clusters Score -1117857 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 5301 members 
Entering Unmasked Estep 
Score: -1118104.375000 Penalty: 2951.740967
	Iteration 9Q: 3 clusters Score -1118104 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 5311 members 
Entering Unmasked Estep 
Score: -1118324.500000 Penalty: 2951.740967
	Iteration 10Q: 3 clusters Score -1118324 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 5292 members 
Entering Unmasked Estep 
Score: -1118487.125000 Penalty: 2951.740967
	Iteration 11Q: 3 clusters Score -1118487 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 5258 members 
Entering Unmasked Estep 
Score: -1118603.000000 Penalty: 2951.740967
	Iteration 12Q: 3 clusters Score -1118603 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 5207 members 
Entering Unmasked Estep 
Score: -1118686.000000 Penalty: 2951.740967
	Iteration 13Q: 3 clusters Score -1118686 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 5150 members 
Entering Unmasked Estep 
Score: -1118753.500000 Penalty: 2951.740967
	Iteration 14Q: 3 clusters Score -1118754 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -1118803.500000 Penalty: 2951.740967
	Iteration 15Q: 3 clusters Score -1118804 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -1118839.500000 Penalty: 2951.740967
	Iteration 16Q: 3 clusters Score -1118840 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -1118875.125000 Penalty: 2951.740967
	Iteration 17Q: 3 clusters Score -1118875 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -1118908.750000 Penalty: 2951.740967
	Iteration 18Q: 3 clusters Score -1118909 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -1118937.500000 Penalty: 2951.740967
	Iteration 19Q: 3 clusters Score -1118938 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -1118970.250000 Penalty: 2951.740967
	Iteration 20F: 3 clusters Score -1118970 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -1119011.125000 Penalty: 2951.740967
	Iteration 21Q: 3 clusters Score -1119011 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -1119053.750000 Penalty: 2951.740967
	Iteration 22Q: 3 clusters Score -1119054 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -1119093.500000 Penalty: 2951.740967
	Iteration 23Q: 3 clusters Score -1119094 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -1119146.875000 Penalty: 2951.740967
	Iteration 24Q: 3 clusters Score -1119147 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -1119198.250000 Penalty: 2951.740967
	Iteration 25Q: 3 clusters Score -1119198 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -1119240.875000 Penalty: 2951.740967
	Iteration 26Q: 3 clusters Score -1119241 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -1119272.750000 Penalty: 2951.740967
	Iteration 27Q: 3 clusters Score -1119273 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -1119309.125000 Penalty: 2951.740967
	Iteration 28Q: 3 clusters Score -1119309 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -1119335.500000 Penalty: 2951.740967
	Iteration 29Q: 3 clusters Score -1119336 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -1119373.250000 Penalty: 2951.740967
	Iteration 30Q: 3 clusters Score -1119373 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -1119404.125000 Penalty: 2951.740967
	Iteration 31Q: 3 clusters Score -1119404 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -1119429.375000 Penalty: 2951.740967
	Iteration 32Q: 3 clusters Score -1119429 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -1119456.000000 Penalty: 2951.740967
	Iteration 33Q: 3 clusters Score -1119456 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -1119480.625000 Penalty: 2951.740967
	Iteration 34Q: 3 clusters Score -1119481 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5378 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -1119498.875000 Penalty: 2951.740967
	Iteration 35Q: 3 clusters Score -1119499 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5432 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -1119513.750000 Penalty: 2951.740967
	Iteration 36Q: 3 clusters Score -1119514 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5486 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -1119530.875000 Penalty: 2951.740967
	Iteration 37Q: 3 clusters Score -1119531 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5538 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -1119546.375000 Penalty: 2951.740967
	Iteration 38Q: 3 clusters Score -1119546 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5593 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -1119563.375000 Penalty: 2951.740967
	Iteration 39Q: 3 clusters Score -1119563 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5645 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -1119576.750000 Penalty: 2951.740967
	Iteration 40F: 3 clusters Score -1119577 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -1119597.250000 Penalty: 2951.740967
	Iteration 41Q: 3 clusters Score -1119597 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5751 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -1119614.875000 Penalty: 2951.740967
	Iteration 42Q: 3 clusters Score -1119615 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5806 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -1119630.875000 Penalty: 2951.740967
	Iteration 43Q: 3 clusters Score -1119631 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5854 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -1119645.375000 Penalty: 2951.740967
	Iteration 44Q: 3 clusters Score -1119645 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5888 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -1119651.500000 Penalty: 2951.740967
	Iteration 45Q: 3 clusters Score -1119652 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5916 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -1119656.125000 Penalty: 2951.740967
	Iteration 46Q: 3 clusters Score -1119656 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5940 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -1119663.250000 Penalty: 2951.740967
	Iteration 47Q: 3 clusters Score -1119663 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5966 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -1119668.625000 Penalty: 2951.740967
	Iteration 48Q: 3 clusters Score -1119669 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5995 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -1119679.250000 Penalty: 2951.740967
	Iteration 49Q: 3 clusters Score -1119679 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6028 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -1119686.125000 Penalty: 2951.740967
	Iteration 50Q: 3 clusters Score -1119686 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6059 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -1119688.000000 Penalty: 2951.740967
	Iteration 51Q: 3 clusters Score -1119688 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6080 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -1119696.375000 Penalty: 2951.740967
	Iteration 52Q: 3 clusters Score -1119696 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6109 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -1119703.000000 Penalty: 2951.740967
	Iteration 53Q: 3 clusters Score -1119703 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6136 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -1119709.500000 Penalty: 2951.740967
	Iteration 54Q: 3 clusters Score -1119710 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6158 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -1119715.125000 Penalty: 2951.740967
	Iteration 55Q: 3 clusters Score -1119715 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6178 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -1119717.500000 Penalty: 2951.740967
	Iteration 56Q: 3 clusters Score -1119718 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6199 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -1119722.875000 Penalty: 2951.740967
	Iteration 57Q: 3 clusters Score -1119723 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6213 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -1119726.500000 Penalty: 2951.740967
	Iteration 58Q: 3 clusters Score -1119726 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6219 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -1119724.500000 Penalty: 2951.740967
	Iteration 59Q: 3 clusters Score -1119724 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6225 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -1119724.625000 Penalty: 2951.740967
	Iteration 60F: 3 clusters Score -1119725 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6232 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -1119726.375000 Penalty: 2951.740967
	Iteration 61Q: 3 clusters Score -1119726 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6235 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -1119727.375000 Penalty: 2951.740967
	Iteration 62Q: 3 clusters Score -1119727 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6237 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -1119728.500000 Penalty: 2951.740967
	Iteration 63Q: 3 clusters Score -1119728 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6237 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -1119728.500000 Penalty: 2951.740967
	Iteration 64F: 3 clusters Score -1119728 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (4992 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Entering Unmasked Estep 
Score: -623169.562500 Penalty: 1383.783691
	Iteration 0F: 2 clusters Score -623169.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -619245.562500 Penalty: 2767.567383
	Iteration 0F: 3 clusters Score -619245.6 nChanged 1956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -620326.875000 Penalty: 2767.567383
	Iteration 1F: 3 clusters Score -620326.9 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -620498.500000 Penalty: 2767.567383
	Iteration 2F: 3 clusters Score -620498.5 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -620614.687500 Penalty: 2767.567383
	Iteration 3F: 3 clusters Score -620614.7 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -620695.375000 Penalty: 2767.567383
	Iteration 4Q: 3 clusters Score -620695.4 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -620767.500000 Penalty: 2767.567383
	Iteration 5Q: 3 clusters Score -620767.5 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -620831.625000 Penalty: 2767.567383
	Iteration 6Q: 3 clusters Score -620831.6 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -620893.625000 Penalty: 2767.567383
	Iteration 7Q: 3 clusters Score -620893.6 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -620959.625000 Penalty: 2767.567383
	Iteration 8Q: 3 clusters Score -620959.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -621013.187500 Penalty: 2767.567383
	Iteration 9Q: 3 clusters Score -621013.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -621069.875000 Penalty: 2767.567383
	Iteration 10Q: 3 clusters Score -621069.9 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -621140.000000 Penalty: 2767.567383
	Iteration 11Q: 3 clusters Score -621140 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -621192.875000 Penalty: 2767.567383
	Iteration 12Q: 3 clusters Score -621192.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -621256.625000 Penalty: 2767.567383
	Iteration 13Q: 3 clusters Score -621256.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -621313.187500 Penalty: 2767.567383
	Iteration 14Q: 3 clusters Score -621313.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -621372.562500 Penalty: 2767.567383
	Iteration 15Q: 3 clusters Score -621372.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -621429.250000 Penalty: 2767.567383
	Iteration 16Q: 3 clusters Score -621429.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -621476.250000 Penalty: 2767.567383
	Iteration 17Q: 3 clusters Score -621476.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -621511.562500 Penalty: 2767.567383
	Iteration 18Q: 3 clusters Score -621511.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -621530.000000 Penalty: 2767.567383
	Iteration 19Q: 3 clusters Score -621530 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -621550.375000 Penalty: 2767.567383
	Iteration 20F: 3 clusters Score -621550.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -621565.937500 Penalty: 2767.567383
	Iteration 21Q: 3 clusters Score -621565.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -621579.687500 Penalty: 2767.567383
	Iteration 22Q: 3 clusters Score -621579.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -621588.562500 Penalty: 2767.567383
	Iteration 23Q: 3 clusters Score -621588.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -621598.812500 Penalty: 2767.567383
	Iteration 24Q: 3 clusters Score -621598.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -621612.625000 Penalty: 2767.567383
	Iteration 25Q: 3 clusters Score -621612.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -621623.500000 Penalty: 2767.567383
	Iteration 26Q: 3 clusters Score -621623.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -621638.500000 Penalty: 2767.567383
	Iteration 27Q: 3 clusters Score -621638.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -621649.812500 Penalty: 2767.567383
	Iteration 28Q: 3 clusters Score -621649.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -621657.250000 Penalty: 2767.567383
	Iteration 29Q: 3 clusters Score -621657.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -621662.687500 Penalty: 2767.567383
	Iteration 30Q: 3 clusters Score -621662.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -621670.625000 Penalty: 2767.567383
	Iteration 31Q: 3 clusters Score -621670.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -621676.812500 Penalty: 2767.567383
	Iteration 32Q: 3 clusters Score -621676.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -621684.187500 Penalty: 2767.567383
	Iteration 33Q: 3 clusters Score -621684.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -621690.500000 Penalty: 2767.567383
	Iteration 34Q: 3 clusters Score -621690.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -621696.250000 Penalty: 2767.567383
	Iteration 35Q: 3 clusters Score -621696.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -621701.187500 Penalty: 2767.567383
	Iteration 36Q: 3 clusters Score -621701.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -621704.937500 Penalty: 2767.567383
	Iteration 37Q: 3 clusters Score -621704.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -621709.187500 Penalty: 2767.567383
	Iteration 38Q: 3 clusters Score -621709.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -621714.125000 Penalty: 2767.567383
	Iteration 39Q: 3 clusters Score -621714.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -621716.812500 Penalty: 2767.567383
	Iteration 40F: 3 clusters Score -621716.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -621719.500000 Penalty: 2767.567383
	Iteration 41Q: 3 clusters Score -621719.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -621720.312500 Penalty: 2767.567383
	Iteration 42Q: 3 clusters Score -621720.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -621723.625000 Penalty: 2767.567383
	Iteration 43Q: 3 clusters Score -621723.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -621726.062500 Penalty: 2767.567383
	Iteration 44Q: 3 clusters Score -621726.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -621727.250000 Penalty: 2767.567383
	Iteration 45Q: 3 clusters Score -621727.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -621727.187500 Penalty: 2767.567383
	Iteration 46Q: 3 clusters Score -621727.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -621729.000000 Penalty: 2767.567383
	Iteration 47Q: 3 clusters Score -621729 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -621729.937500 Penalty: 2767.567383
	Iteration 48Q: 3 clusters Score -621729.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -621729.000000 Penalty: 2767.567383
	Iteration 49Q: 3 clusters Score -621729 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -621729.687500 Penalty: 2767.567383
	Iteration 50Q: 3 clusters Score -621729.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -621730.125000 Penalty: 2767.567383
	Iteration 51Q: 3 clusters Score -621730.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -621730.125000 Penalty: 2767.567383
	Iteration 52F: 3 clusters Score -621730.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (14628 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14628 members 
Entering Unmasked Estep 
Score: -1874613.000000 Penalty: 1558.487549
	Iteration 0F: 2 clusters Score -1874613 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7258 members 
Mstep: Class 2 contains 7370 members 
Entering Unmasked Estep 
Score: -1864449.375000 Penalty: 3116.975098
	Iteration 0F: 3 clusters Score -1864449 nChanged 6533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6987 members 
Mstep: Class 2 contains 7641 members 
Entering Unmasked Estep 
Score: -1868011.375000 Penalty: 3116.975098
	Iteration 1F: 3 clusters Score -1868011 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6844 members 
Mstep: Class 2 contains 7784 members 
Entering Unmasked Estep 
Score: -1868298.250000 Penalty: 3116.975098
	Iteration 2F: 3 clusters Score -1868298 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6675 members 
Mstep: Class 2 contains 7953 members 
Entering Unmasked Estep 
Score: -1868551.000000 Penalty: 3116.975098
	Iteration 3Q: 3 clusters Score -1868551 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6428 members 
Mstep: Class 2 contains 8200 members 
Entering Unmasked Estep 
Score: -1868760.000000 Penalty: 3116.975098
	Iteration 4Q: 3 clusters Score -1868760 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6097 members 
Mstep: Class 2 contains 8531 members 
Entering Unmasked Estep 
Score: -1868962.250000 Penalty: 3116.975098
	Iteration 5Q: 3 clusters Score -1868962 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5699 members 
Mstep: Class 2 contains 8929 members 
Entering Unmasked Estep 
Score: -1869182.375000 Penalty: 3116.975098
	Iteration 6Q: 3 clusters Score -1869182 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 9447 members 
Entering Unmasked Estep 
Score: -1869456.625000 Penalty: 3116.975098
	Iteration 7Q: 3 clusters Score -1869457 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 10090 members 
Entering Unmasked Estep 
Score: -1869832.875000 Penalty: 3116.975098
	Iteration 8Q: 3 clusters Score -1869833 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 10835 members 
Entering Unmasked Estep 
Score: -1870329.750000 Penalty: 3116.975098
	Iteration 9F: 3 clusters Score -1870330 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 11620 members 
Entering Unmasked Estep 
Score: -1870916.250000 Penalty: 3116.975098
	Iteration 10F: 3 clusters Score -1870916 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 12390 members 
Entering Unmasked Estep 
Score: -1871499.375000 Penalty: 3116.975098
	Iteration 11F: 3 clusters Score -1871499 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 13034 members 
Entering Unmasked Estep 
Score: -1872019.625000 Penalty: 3116.975098
	Iteration 12Q: 3 clusters Score -1872020 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 13549 members 
Entering Unmasked Estep 
Score: -1872441.875000 Penalty: 3116.975098
	Iteration 13Q: 3 clusters Score -1872442 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 13881 members 
Entering Unmasked Estep 
Score: -1872709.250000 Penalty: 3116.975098
	Iteration 14Q: 3 clusters Score -1872709 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 14089 members 
Entering Unmasked Estep 
Score: -1872880.750000 Penalty: 3116.975098
	Iteration 15Q: 3 clusters Score -1872881 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 14222 members 
Entering Unmasked Estep 
Score: -1873010.375000 Penalty: 3116.975098
	Iteration 16Q: 3 clusters Score -1873010 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 14300 members 
Entering Unmasked Estep 
Score: -1873086.500000 Penalty: 3116.975098
	Iteration 17Q: 3 clusters Score -1873086 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 14338 members 
Entering Unmasked Estep 
Score: -1873134.250000 Penalty: 3116.975098
	Iteration 18Q: 3 clusters Score -1873134 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 14357 members 
Entering Unmasked Estep 
Score: -1873167.750000 Penalty: 3116.975098
	Iteration 19Q: 3 clusters Score -1873168 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 14376 members 
Entering Unmasked Estep 
Score: -1873189.875000 Penalty: 3116.975098
	Iteration 20F: 3 clusters Score -1873190 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 14385 members 
Entering Unmasked Estep 
Score: -1873204.125000 Penalty: 3116.975098
	Iteration 21Q: 3 clusters Score -1873204 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 14400 members 
Entering Unmasked Estep 
Score: -1873226.750000 Penalty: 3116.975098
	Iteration 22Q: 3 clusters Score -1873227 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 14408 members 
Entering Unmasked Estep 
Score: -1873233.500000 Penalty: 3116.975098
	Iteration 23Q: 3 clusters Score -1873234 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 14407 members 
Entering Unmasked Estep 
Score: -1873237.125000 Penalty: 3116.975098
	Iteration 24Q: 3 clusters Score -1873237 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 14408 members 
Entering Unmasked Estep 
Score: -1873241.625000 Penalty: 3116.975098
	Iteration 25Q: 3 clusters Score -1873242 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 14407 members 
Entering Unmasked Estep 
Score: -1873244.875000 Penalty: 3116.975098
	Iteration 26Q: 3 clusters Score -1873245 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 14406 members 
Entering Unmasked Estep 
Score: -1873245.625000 Penalty: 3116.975098
	Iteration 27Q: 3 clusters Score -1873246 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 14406 members 
Entering Unmasked Estep 
Score: -1873245.625000 Penalty: 3116.975098
	Iteration 28F: 3 clusters Score -1873246 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (10859 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10859 members 
Entering Unmasked Estep 
Score: -1369519.375000 Penalty: 1510.071777
	Iteration 0F: 2 clusters Score -1369519 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 5413 members 
Entering Unmasked Estep 
Score: -1361851.250000 Penalty: 3020.143555
	Iteration 0F: 3 clusters Score -1361851 nChanged 4761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5731 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -1364796.500000 Penalty: 3020.143555
	Iteration 1F: 3 clusters Score -1364796 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5835 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -1365543.125000 Penalty: 3020.143555
	Iteration 2F: 3 clusters Score -1365543 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5807 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -1366183.000000 Penalty: 3020.143555
	Iteration 3F: 3 clusters Score -1366183 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5769 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -1366769.250000 Penalty: 3020.143555
	Iteration 4F: 3 clusters Score -1366769 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5761 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -1367290.000000 Penalty: 3020.143555
	Iteration 5F: 3 clusters Score -1367290 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5789 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -1367725.250000 Penalty: 3020.143555
	Iteration 6F: 3 clusters Score -1367725 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5804 members 
Mstep: Class 2 contains 5055 members 
Entering Unmasked Estep 
Score: -1368108.250000 Penalty: 3020.143555
	Iteration 7F: 3 clusters Score -1368108 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5804 members 
Mstep: Class 2 contains 5055 members 
Entering Unmasked Estep 
Score: -1368362.250000 Penalty: 3020.143555
	Iteration 8Q: 3 clusters Score -1368362 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5793 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -1368544.750000 Penalty: 3020.143555
	Iteration 9Q: 3 clusters Score -1368545 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5774 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -1368662.750000 Penalty: 3020.143555
	Iteration 10Q: 3 clusters Score -1368663 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5756 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -1368744.500000 Penalty: 3020.143555
	Iteration 11Q: 3 clusters Score -1368744 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5754 members 
Mstep: Class 2 contains 5105 members 
Entering Unmasked Estep 
Score: -1368802.875000 Penalty: 3020.143555
	Iteration 12Q: 3 clusters Score -1368803 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5747 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -1368849.875000 Penalty: 3020.143555
	Iteration 13Q: 3 clusters Score -1368850 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5716 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -1368879.750000 Penalty: 3020.143555
	Iteration 14Q: 3 clusters Score -1368880 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5702 members 
Mstep: Class 2 contains 5157 members 
Entering Unmasked Estep 
Score: -1368902.000000 Penalty: 3020.143555
	Iteration 15Q: 3 clusters Score -1368902 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5707 members 
Mstep: Class 2 contains 5152 members 
Entering Unmasked Estep 
Score: -1368924.500000 Penalty: 3020.143555
	Iteration 16Q: 3 clusters Score -1368924 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5715 members 
Mstep: Class 2 contains 5144 members 
Entering Unmasked Estep 
Score: -1368943.750000 Penalty: 3020.143555
	Iteration 17Q: 3 clusters Score -1368944 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Mstep: Class 2 contains 5135 members 
Entering Unmasked Estep 
Score: -1368959.875000 Penalty: 3020.143555
	Iteration 18Q: 3 clusters Score -1368960 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5732 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -1368981.500000 Penalty: 3020.143555
	Iteration 19Q: 3 clusters Score -1368982 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5761 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -1369003.250000 Penalty: 3020.143555
	Iteration 20F: 3 clusters Score -1369003 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5797 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -1369028.500000 Penalty: 3020.143555
	Iteration 21Q: 3 clusters Score -1369028 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5845 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -1369049.500000 Penalty: 3020.143555
	Iteration 22Q: 3 clusters Score -1369050 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5897 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -1369067.500000 Penalty: 3020.143555
	Iteration 23Q: 3 clusters Score -1369068 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5936 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -1369081.875000 Penalty: 3020.143555
	Iteration 24Q: 3 clusters Score -1369082 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5966 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -1369092.500000 Penalty: 3020.143555
	Iteration 25Q: 3 clusters Score -1369092 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6012 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -1369112.250000 Penalty: 3020.143555
	Iteration 26Q: 3 clusters Score -1369112 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6046 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -1369121.250000 Penalty: 3020.143555
	Iteration 27Q: 3 clusters Score -1369121 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6080 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -1369120.375000 Penalty: 3020.143555
	Iteration 28Q: 3 clusters Score -1369120 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6128 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -1369129.500000 Penalty: 3020.143555
	Iteration 29Q: 3 clusters Score -1369130 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6178 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -1369142.375000 Penalty: 3020.143555
	Iteration 30Q: 3 clusters Score -1369142 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6226 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -1369157.250000 Penalty: 3020.143555
	Iteration 31Q: 3 clusters Score -1369157 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6264 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -1369161.250000 Penalty: 3020.143555
	Iteration 32Q: 3 clusters Score -1369161 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6302 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -1369166.875000 Penalty: 3020.143555
	Iteration 33Q: 3 clusters Score -1369167 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6329 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -1369169.500000 Penalty: 3020.143555
	Iteration 34Q: 3 clusters Score -1369170 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6357 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -1369175.125000 Penalty: 3020.143555
	Iteration 35Q: 3 clusters Score -1369175 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6389 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -1369176.000000 Penalty: 3020.143555
	Iteration 36Q: 3 clusters Score -1369176 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6416 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -1369181.750000 Penalty: 3020.143555
	Iteration 37Q: 3 clusters Score -1369182 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6446 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -1369183.750000 Penalty: 3020.143555
	Iteration 38Q: 3 clusters Score -1369184 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6475 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -1369188.500000 Penalty: 3020.143555
	Iteration 39Q: 3 clusters Score -1369188 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6507 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -1369204.125000 Penalty: 3020.143555
	Iteration 40F: 3 clusters Score -1369204 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6534 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -1369204.375000 Penalty: 3020.143555
	Iteration 41Q: 3 clusters Score -1369204 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6564 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -1369207.500000 Penalty: 3020.143555
	Iteration 42Q: 3 clusters Score -1369208 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6603 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -1369210.500000 Penalty: 3020.143555
	Iteration 43Q: 3 clusters Score -1369210 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6628 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -1369215.125000 Penalty: 3020.143555
	Iteration 44Q: 3 clusters Score -1369215 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6651 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -1369216.250000 Penalty: 3020.143555
	Iteration 45Q: 3 clusters Score -1369216 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6672 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -1369218.375000 Penalty: 3020.143555
	Iteration 46Q: 3 clusters Score -1369218 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6684 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -1369216.875000 Penalty: 3020.143555
	Iteration 47Q: 3 clusters Score -1369217 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6698 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -1369218.750000 Penalty: 3020.143555
	Iteration 48Q: 3 clusters Score -1369219 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6710 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -1369221.000000 Penalty: 3020.143555
	Iteration 49Q: 3 clusters Score -1369221 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6721 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -1369223.750000 Penalty: 3020.143555
	Iteration 50Q: 3 clusters Score -1369224 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6730 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -1369224.000000 Penalty: 3020.143555
	Iteration 51Q: 3 clusters Score -1369224 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6741 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -1369222.500000 Penalty: 3020.143555
	Iteration 52Q: 3 clusters Score -1369222 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6755 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -1369228.250000 Penalty: 3020.143555
	Iteration 53Q: 3 clusters Score -1369228 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6769 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -1369229.875000 Penalty: 3020.143555
	Iteration 54Q: 3 clusters Score -1369230 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6783 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -1369231.250000 Penalty: 3020.143555
	Iteration 55Q: 3 clusters Score -1369231 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6801 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -1369236.750000 Penalty: 3020.143555
	Iteration 56Q: 3 clusters Score -1369237 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6818 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -1369239.750000 Penalty: 3020.143555
	Iteration 57Q: 3 clusters Score -1369240 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6830 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -1369239.875000 Penalty: 3020.143555
	Iteration 58Q: 3 clusters Score -1369240 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6836 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -1369239.625000 Penalty: 3020.143555
	Iteration 59Q: 3 clusters Score -1369240 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6846 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -1369245.875000 Penalty: 3020.143555
	Iteration 60F: 3 clusters Score -1369246 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6854 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -1369241.750000 Penalty: 3020.143555
	Iteration 61Q: 3 clusters Score -1369242 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6861 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -1369244.000000 Penalty: 3020.143555
	Iteration 62Q: 3 clusters Score -1369244 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6865 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -1369242.750000 Penalty: 3020.143555
	Iteration 63Q: 3 clusters Score -1369243 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6871 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -1369242.250000 Penalty: 3020.143555
	Iteration 64Q: 3 clusters Score -1369242 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6880 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -1369245.625000 Penalty: 3020.143555
	Iteration 65Q: 3 clusters Score -1369246 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6887 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -1369243.125000 Penalty: 3020.143555
	Iteration 66Q: 3 clusters Score -1369243 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6894 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -1369244.125000 Penalty: 3020.143555
	Iteration 67Q: 3 clusters Score -1369244 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6897 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -1369242.375000 Penalty: 3020.143555
	Iteration 68Q: 3 clusters Score -1369242 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6901 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -1369241.750000 Penalty: 3020.143555
	Iteration 69Q: 3 clusters Score -1369242 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6905 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -1369245.875000 Penalty: 3020.143555
	Iteration 70Q: 3 clusters Score -1369246 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6911 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -1369246.250000 Penalty: 3020.143555
	Iteration 71Q: 3 clusters Score -1369246 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6915 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -1369247.875000 Penalty: 3020.143555
	Iteration 72Q: 3 clusters Score -1369248 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6920 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -1369246.875000 Penalty: 3020.143555
	Iteration 73Q: 3 clusters Score -1369247 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6931 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -1369256.000000 Penalty: 3020.143555
	Iteration 74Q: 3 clusters Score -1369256 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6939 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -1369252.625000 Penalty: 3020.143555
	Iteration 75Q: 3 clusters Score -1369253 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6943 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -1369253.875000 Penalty: 3020.143555
	Iteration 76Q: 3 clusters Score -1369254 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6946 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -1369257.375000 Penalty: 3020.143555
	Iteration 77Q: 3 clusters Score -1369257 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6948 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -1369259.125000 Penalty: 3020.143555
	Iteration 78Q: 3 clusters Score -1369259 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6949 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -1369259.125000 Penalty: 3020.143555
	Iteration 79Q: 3 clusters Score -1369259 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6949 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -1369259.125000 Penalty: 3020.143555
	Iteration 80F: 3 clusters Score -1369259 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (13456 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13456 members 
Entering Unmasked Estep 
Score: -1720077.625000 Penalty: 1544.916748
	Iteration 0F: 2 clusters Score -1720078 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6772 members 
Mstep: Class 2 contains 6684 members 
Entering Unmasked Estep 
Score: -1710670.750000 Penalty: 3089.833496
	Iteration 0F: 3 clusters Score -1710671 nChanged 5933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7141 members 
Mstep: Class 2 contains 6315 members 
Entering Unmasked Estep 
Score: -1713973.500000 Penalty: 3089.833496
	Iteration 1F: 3 clusters Score -1713974 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7447 members 
Mstep: Class 2 contains 6009 members 
Entering Unmasked Estep 
Score: -1714319.375000 Penalty: 3089.833496
	Iteration 2F: 3 clusters Score -1714319 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7854 members 
Mstep: Class 2 contains 5602 members 
Entering Unmasked Estep 
Score: -1714654.125000 Penalty: 3089.833496
	Iteration 3F: 3 clusters Score -1714654 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8317 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -1714975.875000 Penalty: 3089.833496
	Iteration 4F: 3 clusters Score -1714976 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8855 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -1715326.250000 Penalty: 3089.833496
	Iteration 5F: 3 clusters Score -1715326 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9478 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -1715748.875000 Penalty: 3089.833496
	Iteration 6F: 3 clusters Score -1715749 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10170 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -1716235.375000 Penalty: 3089.833496
	Iteration 7F: 3 clusters Score -1716235 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10830 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -1716729.000000 Penalty: 3089.833496
	Iteration 8F: 3 clusters Score -1716729 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11471 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -1717228.250000 Penalty: 3089.833496
	Iteration 9Q: 3 clusters Score -1717228 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11977 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -1717618.875000 Penalty: 3089.833496
	Iteration 10Q: 3 clusters Score -1717619 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12368 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -1717921.375000 Penalty: 3089.833496
	Iteration 11Q: 3 clusters Score -1717921 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12663 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -1718167.000000 Penalty: 3089.833496
	Iteration 12Q: 3 clusters Score -1718167 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12871 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -1718344.875000 Penalty: 3089.833496
	Iteration 13Q: 3 clusters Score -1718345 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13002 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -1718471.125000 Penalty: 3089.833496
	Iteration 14Q: 3 clusters Score -1718471 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13091 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -1718562.000000 Penalty: 3089.833496
	Iteration 15Q: 3 clusters Score -1718562 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13136 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -1718606.875000 Penalty: 3089.833496
	Iteration 16Q: 3 clusters Score -1718607 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13165 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -1718642.375000 Penalty: 3089.833496
	Iteration 17Q: 3 clusters Score -1718642 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13181 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -1718667.375000 Penalty: 3089.833496
	Iteration 18Q: 3 clusters Score -1718667 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13195 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -1718689.250000 Penalty: 3089.833496
	Iteration 19Q: 3 clusters Score -1718689 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13210 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -1718705.500000 Penalty: 3089.833496
	Iteration 20F: 3 clusters Score -1718706 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13215 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -1718716.875000 Penalty: 3089.833496
	Iteration 21Q: 3 clusters Score -1718717 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13218 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -1718716.375000 Penalty: 3089.833496
	Iteration 22Q: 3 clusters Score -1718716 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13221 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -1718718.875000 Penalty: 3089.833496
	Iteration 23Q: 3 clusters Score -1718719 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13223 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -1718721.750000 Penalty: 3089.833496
	Iteration 24Q: 3 clusters Score -1718722 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13224 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -1718723.875000 Penalty: 3089.833496
	Iteration 25Q: 3 clusters Score -1718724 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13224 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -1718723.875000 Penalty: 3089.833496
	Iteration 26F: 3 clusters Score -1718724 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (144571 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144571 members 
Entering Unmasked Estep 
Score: -18593578.000000 Penalty: 1930.747925
	Iteration 0F: 2 clusters Score -1.859358e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72206 members 
Mstep: Class 2 contains 72365 members 
Entering Unmasked Estep 
Score: -18512906.000000 Penalty: 3861.495850
	Iteration 0F: 3 clusters Score -1.851291e+07 nChanged 69832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71442 members 
Mstep: Class 2 contains 73129 members 
Entering Unmasked Estep 
Score: -18553406.000000 Penalty: 3861.495850
	Iteration 1F: 3 clusters Score -1.855341e+07 nChanged 3835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71239 members 
Mstep: Class 2 contains 73332 members 
Entering Unmasked Estep 
Score: -18554138.000000 Penalty: 3861.495850
	Iteration 2Q: 3 clusters Score -1.855414e+07 nChanged 3942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70925 members 
Mstep: Class 2 contains 73646 members 
Entering Unmasked Estep 
Score: -18554928.000000 Penalty: 3861.495850
	Iteration 3Q: 3 clusters Score -1.855493e+07 nChanged 4245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70444 members 
Mstep: Class 2 contains 74127 members 
Entering Unmasked Estep 
Score: -18555998.000000 Penalty: 3861.495850
	Iteration 4Q: 3 clusters Score -1.8556e+07 nChanged 4763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69769 members 
Mstep: Class 2 contains 74802 members 
Entering Unmasked Estep 
Score: -18557360.000000 Penalty: 3861.495850
	Iteration 5Q: 3 clusters Score -1.855736e+07 nChanged 5522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68787 members 
Mstep: Class 2 contains 75784 members 
Entering Unmasked Estep 
Score: -18559424.000000 Penalty: 3861.495850
	Iteration 6Q: 3 clusters Score -1.855942e+07 nChanged 6491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67202 members 
Mstep: Class 2 contains 77369 members 
Entering Unmasked Estep 
Score: -18562334.000000 Penalty: 3861.495850
	Iteration 7Q: 3 clusters Score -1.856233e+07 nChanged 7491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65127 members 
Mstep: Class 2 contains 79444 members 
Entering Unmasked Estep 
Score: -18566684.000000 Penalty: 3861.495850
	Iteration 8F: 3 clusters Score -1.856668e+07 nChanged 8381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62866 members 
Mstep: Class 2 contains 81705 members 
Entering Unmasked Estep 
Score: -18572194.000000 Penalty: 3861.495850
	Iteration 9F: 3 clusters Score -1.857219e+07 nChanged 8441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60913 members 
Mstep: Class 2 contains 83658 members 
Entering Unmasked Estep 
Score: -18577438.000000 Penalty: 3861.495850
	Iteration 10F: 3 clusters Score -1.857744e+07 nChanged 7301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59654 members 
Mstep: Class 2 contains 84917 members 
Entering Unmasked Estep 
Score: -18580692.000000 Penalty: 3861.495850
	Iteration 11F: 3 clusters Score -1.858069e+07 nChanged 5231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59001 members 
Mstep: Class 2 contains 85570 members 
Entering Unmasked Estep 
Score: -18582286.000000 Penalty: 3861.495850
	Iteration 12Q: 3 clusters Score -1.858229e+07 nChanged 3228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58701 members 
Mstep: Class 2 contains 85870 members 
Entering Unmasked Estep 
Score: -18582710.000000 Penalty: 3861.495850
	Iteration 13Q: 3 clusters Score -1.858271e+07 nChanged 1932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58561 members 
Mstep: Class 2 contains 86010 members 
Entering Unmasked Estep 
Score: -18582826.000000 Penalty: 3861.495850
	Iteration 14Q: 3 clusters Score -1.858283e+07 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58458 members 
Mstep: Class 2 contains 86113 members 
Entering Unmasked Estep 
Score: -18582840.000000 Penalty: 3861.495850
	Iteration 15Q: 3 clusters Score -1.858284e+07 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58382 members 
Mstep: Class 2 contains 86189 members 
Entering Unmasked Estep 
Score: -18582874.000000 Penalty: 3861.495850
	Iteration 16Q: 3 clusters Score -1.858287e+07 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58323 members 
Mstep: Class 2 contains 86248 members 
Entering Unmasked Estep 
Score: -18582908.000000 Penalty: 3861.495850
	Iteration 17Q: 3 clusters Score -1.858291e+07 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58372 members 
Mstep: Class 2 contains 86199 members 
Entering Unmasked Estep 
Score: -18583004.000000 Penalty: 3861.495850
	Iteration 18Q: 3 clusters Score -1.8583e+07 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58444 members 
Mstep: Class 2 contains 86127 members 
Entering Unmasked Estep 
Score: -18583072.000000 Penalty: 3861.495850
	Iteration 19Q: 3 clusters Score -1.858307e+07 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58532 members 
Mstep: Class 2 contains 86039 members 
Entering Unmasked Estep 
Score: -18583094.000000 Penalty: 3861.495850
	Iteration 20F: 3 clusters Score -1.858309e+07 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58693 members 
Mstep: Class 2 contains 85878 members 
Entering Unmasked Estep 
Score: -18583138.000000 Penalty: 3861.495850
	Iteration 21Q: 3 clusters Score -1.858314e+07 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58933 members 
Mstep: Class 2 contains 85638 members 
Entering Unmasked Estep 
Score: -18583242.000000 Penalty: 3861.495850
	Iteration 22Q: 3 clusters Score -1.858324e+07 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59211 members 
Mstep: Class 2 contains 85360 members 
Entering Unmasked Estep 
Score: -18583224.000000 Penalty: 3861.495850
	Iteration 23Q: 3 clusters Score -1.858322e+07 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59482 members 
Mstep: Class 2 contains 85089 members 
Entering Unmasked Estep 
Score: -18583250.000000 Penalty: 3861.495850
	Iteration 24Q: 3 clusters Score -1.858325e+07 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59805 members 
Mstep: Class 2 contains 84766 members 
Entering Unmasked Estep 
Score: -18583226.000000 Penalty: 3861.495850
	Iteration 25Q: 3 clusters Score -1.858323e+07 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60087 members 
Mstep: Class 2 contains 84484 members 
Entering Unmasked Estep 
Score: -18583264.000000 Penalty: 3861.495850
	Iteration 26Q: 3 clusters Score -1.858326e+07 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60366 members 
Mstep: Class 2 contains 84205 members 
Entering Unmasked Estep 
Score: -18583300.000000 Penalty: 3861.495850
	Iteration 27Q: 3 clusters Score -1.85833e+07 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60707 members 
Mstep: Class 2 contains 83864 members 
Entering Unmasked Estep 
Score: -18583350.000000 Penalty: 3861.495850
	Iteration 28Q: 3 clusters Score -1.858335e+07 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61124 members 
Mstep: Class 2 contains 83447 members 
Entering Unmasked Estep 
Score: -18583442.000000 Penalty: 3861.495850
	Iteration 29Q: 3 clusters Score -1.858344e+07 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61552 members 
Mstep: Class 2 contains 83019 members 
Entering Unmasked Estep 
Score: -18583530.000000 Penalty: 3861.495850
	Iteration 30Q: 3 clusters Score -1.858353e+07 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61951 members 
Mstep: Class 2 contains 82620 members 
Entering Unmasked Estep 
Score: -18583656.000000 Penalty: 3861.495850
	Iteration 31Q: 3 clusters Score -1.858366e+07 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62388 members 
Mstep: Class 2 contains 82183 members 
Entering Unmasked Estep 
Score: -18583760.000000 Penalty: 3861.495850
	Iteration 32Q: 3 clusters Score -1.858376e+07 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62789 members 
Mstep: Class 2 contains 81782 members 
Entering Unmasked Estep 
Score: -18583916.000000 Penalty: 3861.495850
	Iteration 33Q: 3 clusters Score -1.858392e+07 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63133 members 
Mstep: Class 2 contains 81438 members 
Entering Unmasked Estep 
Score: -18583946.000000 Penalty: 3861.495850
	Iteration 34Q: 3 clusters Score -1.858395e+07 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63451 members 
Mstep: Class 2 contains 81120 members 
Entering Unmasked Estep 
Score: -18584010.000000 Penalty: 3861.495850
	Iteration 35Q: 3 clusters Score -1.858401e+07 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63756 members 
Mstep: Class 2 contains 80815 members 
Entering Unmasked Estep 
Score: -18584098.000000 Penalty: 3861.495850
	Iteration 36Q: 3 clusters Score -1.85841e+07 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64018 members 
Mstep: Class 2 contains 80553 members 
Entering Unmasked Estep 
Score: -18584222.000000 Penalty: 3861.495850
	Iteration 37Q: 3 clusters Score -1.858422e+07 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64330 members 
Mstep: Class 2 contains 80241 members 
Entering Unmasked Estep 
Score: -18584366.000000 Penalty: 3861.495850
	Iteration 38Q: 3 clusters Score -1.858437e+07 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64617 members 
Mstep: Class 2 contains 79954 members 
Entering Unmasked Estep 
Score: -18584512.000000 Penalty: 3861.495850
	Iteration 39Q: 3 clusters Score -1.858451e+07 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64893 members 
Mstep: Class 2 contains 79678 members 
Entering Unmasked Estep 
Score: -18584772.000000 Penalty: 3861.495850
	Iteration 40F: 3 clusters Score -1.858477e+07 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65095 members 
Mstep: Class 2 contains 79476 members 
Entering Unmasked Estep 
Score: -18585026.000000 Penalty: 3861.495850
	Iteration 41Q: 3 clusters Score -1.858503e+07 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65226 members 
Mstep: Class 2 contains 79345 members 
Entering Unmasked Estep 
Score: -18585190.000000 Penalty: 3861.495850
	Iteration 42Q: 3 clusters Score -1.858519e+07 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65342 members 
Mstep: Class 2 contains 79229 members 
Entering Unmasked Estep 
Score: -18585394.000000 Penalty: 3861.495850
	Iteration 43Q: 3 clusters Score -1.858539e+07 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65434 members 
Mstep: Class 2 contains 79137 members 
Entering Unmasked Estep 
Score: -18585520.000000 Penalty: 3861.495850
	Iteration 44Q: 3 clusters Score -1.858552e+07 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65526 members 
Mstep: Class 2 contains 79045 members 
Entering Unmasked Estep 
Score: -18585868.000000 Penalty: 3861.495850
	Iteration 45Q: 3 clusters Score -1.858587e+07 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65614 members 
Mstep: Class 2 contains 78957 members 
Entering Unmasked Estep 
Score: -18586202.000000 Penalty: 3861.495850
	Iteration 46Q: 3 clusters Score -1.85862e+07 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65604 members 
Mstep: Class 2 contains 78967 members 
Entering Unmasked Estep 
Score: -18586466.000000 Penalty: 3861.495850
	Iteration 47Q: 3 clusters Score -1.858647e+07 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65567 members 
Mstep: Class 2 contains 79004 members 
Entering Unmasked Estep 
Score: -18586918.000000 Penalty: 3861.495850
	Iteration 48Q: 3 clusters Score -1.858692e+07 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65400 members 
Mstep: Class 2 contains 79171 members 
Entering Unmasked Estep 
Score: -18587402.000000 Penalty: 3861.495850
	Iteration 49Q: 3 clusters Score -1.85874e+07 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65219 members 
Mstep: Class 2 contains 79352 members 
Entering Unmasked Estep 
Score: -18587782.000000 Penalty: 3861.495850
	Iteration 50Q: 3 clusters Score -1.858778e+07 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65053 members 
Mstep: Class 2 contains 79518 members 
Entering Unmasked Estep 
Score: -18588144.000000 Penalty: 3861.495850
	Iteration 51Q: 3 clusters Score -1.858814e+07 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64802 members 
Mstep: Class 2 contains 79769 members 
Entering Unmasked Estep 
Score: -18588550.000000 Penalty: 3861.495850
	Iteration 52Q: 3 clusters Score -1.858855e+07 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64473 members 
Mstep: Class 2 contains 80098 members 
Entering Unmasked Estep 
Score: -18588954.000000 Penalty: 3861.495850
	Iteration 53Q: 3 clusters Score -1.858895e+07 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64129 members 
Mstep: Class 2 contains 80442 members 
Entering Unmasked Estep 
Score: -18589246.000000 Penalty: 3861.495850
	Iteration 54Q: 3 clusters Score -1.858925e+07 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63726 members 
Mstep: Class 2 contains 80845 members 
Entering Unmasked Estep 
Score: -18589576.000000 Penalty: 3861.495850
	Iteration 55Q: 3 clusters Score -1.858958e+07 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63193 members 
Mstep: Class 2 contains 81378 members 
Entering Unmasked Estep 
Score: -18589784.000000 Penalty: 3861.495850
	Iteration 56Q: 3 clusters Score -1.858978e+07 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62562 members 
Mstep: Class 2 contains 82009 members 
Entering Unmasked Estep 
Score: -18590048.000000 Penalty: 3861.495850
	Iteration 57Q: 3 clusters Score -1.859005e+07 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61895 members 
Mstep: Class 2 contains 82676 members 
Entering Unmasked Estep 
Score: -18590298.000000 Penalty: 3861.495850
	Iteration 58Q: 3 clusters Score -1.85903e+07 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61146 members 
Mstep: Class 2 contains 83425 members 
Entering Unmasked Estep 
Score: -18590478.000000 Penalty: 3861.495850
	Iteration 59Q: 3 clusters Score -1.859048e+07 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60383 members 
Mstep: Class 2 contains 84188 members 
Entering Unmasked Estep 
Score: -18590618.000000 Penalty: 3861.495850
	Iteration 60F: 3 clusters Score -1.859062e+07 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59582 members 
Mstep: Class 2 contains 84989 members 
Entering Unmasked Estep 
Score: -18590756.000000 Penalty: 3861.495850
	Iteration 61Q: 3 clusters Score -1.859076e+07 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58747 members 
Mstep: Class 2 contains 85824 members 
Entering Unmasked Estep 
Score: -18591072.000000 Penalty: 3861.495850
	Iteration 62Q: 3 clusters Score -1.859107e+07 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57896 members 
Mstep: Class 2 contains 86675 members 
Entering Unmasked Estep 
Score: -18591232.000000 Penalty: 3861.495850
	Iteration 63Q: 3 clusters Score -1.859123e+07 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57065 members 
Mstep: Class 2 contains 87506 members 
Entering Unmasked Estep 
Score: -18591366.000000 Penalty: 3861.495850
	Iteration 64Q: 3 clusters Score -1.859137e+07 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56210 members 
Mstep: Class 2 contains 88361 members 
Entering Unmasked Estep 
Score: -18591460.000000 Penalty: 3861.495850
	Iteration 65Q: 3 clusters Score -1.859146e+07 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55340 members 
Mstep: Class 2 contains 89231 members 
Entering Unmasked Estep 
Score: -18591490.000000 Penalty: 3861.495850
	Iteration 66Q: 3 clusters Score -1.859149e+07 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54519 members 
Mstep: Class 2 contains 90052 members 
Entering Unmasked Estep 
Score: -18591670.000000 Penalty: 3861.495850
	Iteration 67Q: 3 clusters Score -1.859167e+07 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53677 members 
Mstep: Class 2 contains 90894 members 
Entering Unmasked Estep 
Score: -18591780.000000 Penalty: 3861.495850
	Iteration 68Q: 3 clusters Score -1.859178e+07 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52789 members 
Mstep: Class 2 contains 91782 members 
Entering Unmasked Estep 
Score: -18591860.000000 Penalty: 3861.495850
	Iteration 69Q: 3 clusters Score -1.859186e+07 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51914 members 
Mstep: Class 2 contains 92657 members 
Entering Unmasked Estep 
Score: -18591992.000000 Penalty: 3861.495850
	Iteration 70Q: 3 clusters Score -1.859199e+07 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51024 members 
Mstep: Class 2 contains 93547 members 
Entering Unmasked Estep 
Score: -18592100.000000 Penalty: 3861.495850
	Iteration 71Q: 3 clusters Score -1.85921e+07 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50138 members 
Mstep: Class 2 contains 94433 members 
Entering Unmasked Estep 
Score: -18592142.000000 Penalty: 3861.495850
	Iteration 72Q: 3 clusters Score -1.859214e+07 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49244 members 
Mstep: Class 2 contains 95327 members 
Entering Unmasked Estep 
Score: -18592128.000000 Penalty: 3861.495850
	Iteration 73Q: 3 clusters Score -1.859213e+07 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48338 members 
Mstep: Class 2 contains 96233 members 
Entering Unmasked Estep 
Score: -18592200.000000 Penalty: 3861.495850
	Iteration 74Q: 3 clusters Score -1.85922e+07 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47454 members 
Mstep: Class 2 contains 97117 members 
Entering Unmasked Estep 
Score: -18592242.000000 Penalty: 3861.495850
	Iteration 75Q: 3 clusters Score -1.859224e+07 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46591 members 
Mstep: Class 2 contains 97980 members 
Entering Unmasked Estep 
Score: -18592386.000000 Penalty: 3861.495850
	Iteration 76Q: 3 clusters Score -1.859239e+07 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45695 members 
Mstep: Class 2 contains 98876 members 
Entering Unmasked Estep 
Score: -18592488.000000 Penalty: 3861.495850
	Iteration 77Q: 3 clusters Score -1.859249e+07 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44810 members 
Mstep: Class 2 contains 99761 members 
Entering Unmasked Estep 
Score: -18592514.000000 Penalty: 3861.495850
	Iteration 78Q: 3 clusters Score -1.859251e+07 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43951 members 
Mstep: Class 2 contains 100620 members 
Entering Unmasked Estep 
Score: -18592636.000000 Penalty: 3861.495850
	Iteration 79Q: 3 clusters Score -1.859264e+07 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43095 members 
Mstep: Class 2 contains 101476 members 
Entering Unmasked Estep 
Score: -18592682.000000 Penalty: 3861.495850
	Iteration 80F: 3 clusters Score -1.859268e+07 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42263 members 
Mstep: Class 2 contains 102308 members 
Entering Unmasked Estep 
Score: -18592726.000000 Penalty: 3861.495850
	Iteration 81Q: 3 clusters Score -1.859273e+07 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41415 members 
Mstep: Class 2 contains 103156 members 
Entering Unmasked Estep 
Score: -18592810.000000 Penalty: 3861.495850
	Iteration 82Q: 3 clusters Score -1.859281e+07 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40510 members 
Mstep: Class 2 contains 104061 members 
Entering Unmasked Estep 
Score: -18592918.000000 Penalty: 3861.495850
	Iteration 83Q: 3 clusters Score -1.859292e+07 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39598 members 
Mstep: Class 2 contains 104973 members 
Entering Unmasked Estep 
Score: -18592984.000000 Penalty: 3861.495850
	Iteration 84Q: 3 clusters Score -1.859298e+07 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38715 members 
Mstep: Class 2 contains 105856 members 
Entering Unmasked Estep 
Score: -18593092.000000 Penalty: 3861.495850
	Iteration 85Q: 3 clusters Score -1.859309e+07 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37837 members 
Mstep: Class 2 contains 106734 members 
Entering Unmasked Estep 
Score: -18593164.000000 Penalty: 3861.495850
	Iteration 86Q: 3 clusters Score -1.859316e+07 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36905 members 
Mstep: Class 2 contains 107666 members 
Entering Unmasked Estep 
Score: -18593308.000000 Penalty: 3861.495850
	Iteration 87Q: 3 clusters Score -1.859331e+07 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35991 members 
Mstep: Class 2 contains 108580 members 
Entering Unmasked Estep 
Score: -18593388.000000 Penalty: 3861.495850
	Iteration 88Q: 3 clusters Score -1.859339e+07 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35052 members 
Mstep: Class 2 contains 109519 members 
Entering Unmasked Estep 
Score: -18593558.000000 Penalty: 3861.495850
	Iteration 89Q: 3 clusters Score -1.859356e+07 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34131 members 
Mstep: Class 2 contains 110440 members 
Entering Unmasked Estep 
Score: -18593710.000000 Penalty: 3861.495850
	Iteration 90Q: 3 clusters Score -1.859371e+07 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33193 members 
Mstep: Class 2 contains 111378 members 
Entering Unmasked Estep 
Score: -18593894.000000 Penalty: 3861.495850
	Iteration 91Q: 3 clusters Score -1.859389e+07 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32209 members 
Mstep: Class 2 contains 112362 members 
Entering Unmasked Estep 
Score: -18594104.000000 Penalty: 3861.495850
	Iteration 92Q: 3 clusters Score -1.85941e+07 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31222 members 
Mstep: Class 2 contains 113349 members 
Entering Unmasked Estep 
Score: -18594152.000000 Penalty: 3861.495850
	Iteration 93Q: 3 clusters Score -1.859415e+07 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30248 members 
Mstep: Class 2 contains 114323 members 
Entering Unmasked Estep 
Score: -18594314.000000 Penalty: 3861.495850
	Iteration 94Q: 3 clusters Score -1.859431e+07 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29268 members 
Mstep: Class 2 contains 115303 members 
Entering Unmasked Estep 
Score: -18594452.000000 Penalty: 3861.495850
	Iteration 95Q: 3 clusters Score -1.859445e+07 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28234 members 
Mstep: Class 2 contains 116337 members 
Entering Unmasked Estep 
Score: -18594578.000000 Penalty: 3861.495850
	Iteration 96Q: 3 clusters Score -1.859458e+07 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27146 members 
Mstep: Class 2 contains 117425 members 
Entering Unmasked Estep 
Score: -18594698.000000 Penalty: 3861.495850
	Iteration 97Q: 3 clusters Score -1.85947e+07 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26080 members 
Mstep: Class 2 contains 118491 members 
Entering Unmasked Estep 
Score: -18594642.000000 Penalty: 3861.495850
	Iteration 98Q: 3 clusters Score -1.859464e+07 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25018 members 
Mstep: Class 2 contains 119553 members 
Entering Unmasked Estep 
Score: -18594640.000000 Penalty: 3861.495850
	Iteration 99Q: 3 clusters Score -1.859464e+07 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23932 members 
Mstep: Class 2 contains 120639 members 
Entering Unmasked Estep 
Score: -18594722.000000 Penalty: 3861.495850
	Iteration 100F: 3 clusters Score -1.859472e+07 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22811 members 
Mstep: Class 2 contains 121760 members 
Entering Unmasked Estep 
Score: -18594732.000000 Penalty: 3861.495850
	Iteration 101Q: 3 clusters Score -1.859473e+07 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21709 members 
Mstep: Class 2 contains 122862 members 
Entering Unmasked Estep 
Score: -18594722.000000 Penalty: 3861.495850
	Iteration 102Q: 3 clusters Score -1.859472e+07 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20555 members 
Mstep: Class 2 contains 124016 members 
Entering Unmasked Estep 
Score: -18594742.000000 Penalty: 3861.495850
	Iteration 103Q: 3 clusters Score -1.859474e+07 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19403 members 
Mstep: Class 2 contains 125168 members 
Entering Unmasked Estep 
Score: -18594672.000000 Penalty: 3861.495850
	Iteration 104Q: 3 clusters Score -1.859467e+07 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18294 members 
Mstep: Class 2 contains 126277 members 
Entering Unmasked Estep 
Score: -18594526.000000 Penalty: 3861.495850
	Iteration 105Q: 3 clusters Score -1.859453e+07 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17207 members 
Mstep: Class 2 contains 127364 members 
Entering Unmasked Estep 
Score: -18594404.000000 Penalty: 3861.495850
	Iteration 106Q: 3 clusters Score -1.85944e+07 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16133 members 
Mstep: Class 2 contains 128438 members 
Entering Unmasked Estep 
Score: -18594224.000000 Penalty: 3861.495850
	Iteration 107Q: 3 clusters Score -1.859422e+07 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15098 members 
Mstep: Class 2 contains 129473 members 
Entering Unmasked Estep 
Score: -18594164.000000 Penalty: 3861.495850
	Iteration 108Q: 3 clusters Score -1.859416e+07 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14067 members 
Mstep: Class 2 contains 130504 members 
Entering Unmasked Estep 
Score: -18594140.000000 Penalty: 3861.495850
	Iteration 109Q: 3 clusters Score -1.859414e+07 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13014 members 
Mstep: Class 2 contains 131557 members 
Entering Unmasked Estep 
Score: -18594006.000000 Penalty: 3861.495850
	Iteration 110Q: 3 clusters Score -1.859401e+07 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11964 members 
Mstep: Class 2 contains 132607 members 
Entering Unmasked Estep 
Score: -18593858.000000 Penalty: 3861.495850
	Iteration 111Q: 3 clusters Score -1.859386e+07 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10905 members 
Mstep: Class 2 contains 133666 members 
Entering Unmasked Estep 
Score: -18593856.000000 Penalty: 3861.495850
	Iteration 112Q: 3 clusters Score -1.859386e+07 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9911 members 
Mstep: Class 2 contains 134660 members 
Entering Unmasked Estep 
Score: -18593770.000000 Penalty: 3861.495850
	Iteration 113Q: 3 clusters Score -1.859377e+07 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8946 members 
Mstep: Class 2 contains 135625 members 
Entering Unmasked Estep 
Score: -18593626.000000 Penalty: 3861.495850
	Iteration 114Q: 3 clusters Score -1.859363e+07 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7994 members 
Mstep: Class 2 contains 136577 members 
Entering Unmasked Estep 
Score: -18593702.000000 Penalty: 3861.495850
	Iteration 115Q: 3 clusters Score -1.85937e+07 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7120 members 
Mstep: Class 2 contains 137451 members 
Entering Unmasked Estep 
Score: -18593644.000000 Penalty: 3861.495850
	Iteration 116Q: 3 clusters Score -1.859364e+07 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6313 members 
Mstep: Class 2 contains 138258 members 
Entering Unmasked Estep 
Score: -18593662.000000 Penalty: 3861.495850
	Iteration 117Q: 3 clusters Score -1.859366e+07 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5598 members 
Mstep: Class 2 contains 138973 members 
Entering Unmasked Estep 
Score: -18593666.000000 Penalty: 3861.495850
	Iteration 118Q: 3 clusters Score -1.859367e+07 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 139594 members 
Entering Unmasked Estep 
Score: -18593616.000000 Penalty: 3861.495850
	Iteration 119Q: 3 clusters Score -1.859362e+07 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 140134 members 
Entering Unmasked Estep 
Score: -18593554.000000 Penalty: 3861.495850
	Iteration 120F: 3 clusters Score -1.859355e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 140578 members 
Entering Unmasked Estep 
Score: -18593550.000000 Penalty: 3861.495850
	Iteration 121Q: 3 clusters Score -1.859355e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 140923 members 
Entering Unmasked Estep 
Score: -18593428.000000 Penalty: 3861.495850
	Iteration 122Q: 3 clusters Score -1.859343e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 141209 members 
Entering Unmasked Estep 
Score: -18593388.000000 Penalty: 3861.495850
	Iteration 123Q: 3 clusters Score -1.859339e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 141434 members 
Entering Unmasked Estep 
Score: -18593422.000000 Penalty: 3861.495850
	Iteration 124Q: 3 clusters Score -1.859342e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 141637 members 
Entering Unmasked Estep 
Score: -18593400.000000 Penalty: 3861.495850
	Iteration 125Q: 3 clusters Score -1.85934e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 141796 members 
Entering Unmasked Estep 
Score: -18593338.000000 Penalty: 3861.495850
	Iteration 126Q: 3 clusters Score -1.859334e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 141913 members 
Entering Unmasked Estep 
Score: -18593326.000000 Penalty: 3861.495850
	Iteration 127Q: 3 clusters Score -1.859333e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 142005 members 
Entering Unmasked Estep 
Score: -18593316.000000 Penalty: 3861.495850
	Iteration 128Q: 3 clusters Score -1.859332e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 142091 members 
Entering Unmasked Estep 
Score: -18593286.000000 Penalty: 3861.495850
	Iteration 129Q: 3 clusters Score -1.859329e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 142159 members 
Entering Unmasked Estep 
Score: -18593276.000000 Penalty: 3861.495850
	Iteration 130Q: 3 clusters Score -1.859328e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 142219 members 
Entering Unmasked Estep 
Score: -18593272.000000 Penalty: 3861.495850
	Iteration 131Q: 3 clusters Score -1.859327e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 142270 members 
Entering Unmasked Estep 
Score: -18593268.000000 Penalty: 3861.495850
	Iteration 132Q: 3 clusters Score -1.859327e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 142318 members 
Entering Unmasked Estep 
Score: -18593248.000000 Penalty: 3861.495850
	Iteration 133Q: 3 clusters Score -1.859325e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 142357 members 
Entering Unmasked Estep 
Score: -18593224.000000 Penalty: 3861.495850
	Iteration 134Q: 3 clusters Score -1.859322e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 142396 members 
Entering Unmasked Estep 
Score: -18593234.000000 Penalty: 3861.495850
	Iteration 135Q: 3 clusters Score -1.859323e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 142434 members 
Entering Unmasked Estep 
Score: -18593238.000000 Penalty: 3861.495850
	Iteration 136Q: 3 clusters Score -1.859324e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 142459 members 
Entering Unmasked Estep 
Score: -18593222.000000 Penalty: 3861.495850
	Iteration 137Q: 3 clusters Score -1.859322e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 142489 members 
Entering Unmasked Estep 
Score: -18593236.000000 Penalty: 3861.495850
	Iteration 138Q: 3 clusters Score -1.859324e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 142508 members 
Entering Unmasked Estep 
Score: -18593250.000000 Penalty: 3861.495850
	Iteration 139Q: 3 clusters Score -1.859325e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 142522 members 
Entering Unmasked Estep 
Score: -18593248.000000 Penalty: 3861.495850
	Iteration 140F: 3 clusters Score -1.859325e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 142531 members 
Entering Unmasked Estep 
Score: -18593240.000000 Penalty: 3861.495850
	Iteration 141Q: 3 clusters Score -1.859324e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 142542 members 
Entering Unmasked Estep 
Score: -18593224.000000 Penalty: 3861.495850
	Iteration 142Q: 3 clusters Score -1.859322e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 142553 members 
Entering Unmasked Estep 
Score: -18593242.000000 Penalty: 3861.495850
	Iteration 143Q: 3 clusters Score -1.859324e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 142566 members 
Entering Unmasked Estep 
Score: -18593256.000000 Penalty: 3861.495850
	Iteration 144Q: 3 clusters Score -1.859326e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 142581 members 
Entering Unmasked Estep 
Score: -18593248.000000 Penalty: 3861.495850
	Iteration 145Q: 3 clusters Score -1.859325e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 142593 members 
Entering Unmasked Estep 
Score: -18593236.000000 Penalty: 3861.495850
	Iteration 146Q: 3 clusters Score -1.859324e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 142606 members 
Entering Unmasked Estep 
Score: -18593246.000000 Penalty: 3861.495850
	Iteration 147Q: 3 clusters Score -1.859325e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 142617 members 
Entering Unmasked Estep 
Score: -18593244.000000 Penalty: 3861.495850
	Iteration 148Q: 3 clusters Score -1.859324e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 142620 members 
Entering Unmasked Estep 
Score: -18593248.000000 Penalty: 3861.495850
	Iteration 149Q: 3 clusters Score -1.859325e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 142626 members 
Entering Unmasked Estep 
Score: -18593246.000000 Penalty: 3861.495850
	Iteration 150Q: 3 clusters Score -1.859325e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 142629 members 
Entering Unmasked Estep 
Score: -18593254.000000 Penalty: 3861.495850
	Iteration 151Q: 3 clusters Score -1.859325e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 142636 members 
Entering Unmasked Estep 
Score: -18593246.000000 Penalty: 3861.495850
	Iteration 152Q: 3 clusters Score -1.859325e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 142641 members 
Entering Unmasked Estep 
Score: -18593246.000000 Penalty: 3861.495850
	Iteration 153Q: 3 clusters Score -1.859325e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 142646 members 
Entering Unmasked Estep 
Score: -18593248.000000 Penalty: 3861.495850
	Iteration 154Q: 3 clusters Score -1.859325e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 142652 members 
Entering Unmasked Estep 
Score: -18593240.000000 Penalty: 3861.495850
	Iteration 155Q: 3 clusters Score -1.859324e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 142659 members 
Entering Unmasked Estep 
Score: -18593234.000000 Penalty: 3861.495850
	Iteration 156Q: 3 clusters Score -1.859323e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 142664 members 
Entering Unmasked Estep 
Score: -18593240.000000 Penalty: 3861.495850
	Iteration 157Q: 3 clusters Score -1.859324e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 142667 members 
Entering Unmasked Estep 
Score: -18593238.000000 Penalty: 3861.495850
	Iteration 158Q: 3 clusters Score -1.859324e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 142668 members 
Entering Unmasked Estep 
Score: -18593234.000000 Penalty: 3861.495850
	Iteration 159Q: 3 clusters Score -1.859323e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 142671 members 
Entering Unmasked Estep 
Score: -18593222.000000 Penalty: 3861.495850
	Iteration 160F: 3 clusters Score -1.859322e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 142672 members 
Entering Unmasked Estep 
Score: -18593224.000000 Penalty: 3861.495850
	Iteration 161Q: 3 clusters Score -1.859322e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 142672 members 
Entering Unmasked Estep 
Score: -18593228.000000 Penalty: 3861.495850
	Iteration 162Q: 3 clusters Score -1.859323e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 142674 members 
Entering Unmasked Estep 
Score: -18593222.000000 Penalty: 3861.495850
	Iteration 163Q: 3 clusters Score -1.859322e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 142680 members 
Entering Unmasked Estep 
Score: -18593226.000000 Penalty: 3861.495850
	Iteration 164Q: 3 clusters Score -1.859323e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 142685 members 
Entering Unmasked Estep 
Score: -18593214.000000 Penalty: 3861.495850
	Iteration 165Q: 3 clusters Score -1.859321e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 142689 members 
Entering Unmasked Estep 
Score: -18593224.000000 Penalty: 3861.495850
	Iteration 166Q: 3 clusters Score -1.859322e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 142692 members 
Entering Unmasked Estep 
Score: -18593226.000000 Penalty: 3861.495850
	Iteration 167Q: 3 clusters Score -1.859323e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 142692 members 
Entering Unmasked Estep 
Score: -18593226.000000 Penalty: 3861.495850
	Iteration 168F: 3 clusters Score -1.859323e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (29116 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29116 members 
Entering Unmasked Estep 
Score: -3683161.250000 Penalty: 1670.344482
	Iteration 0F: 2 clusters Score -3683161 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14573 members 
Mstep: Class 2 contains 14543 members 
Entering Unmasked Estep 
Score: -3663563.750000 Penalty: 3340.688965
	Iteration 0F: 3 clusters Score -3663564 nChanged 13378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14917 members 
Mstep: Class 2 contains 14199 members 
Entering Unmasked Estep 
Score: -3671062.750000 Penalty: 3340.688965
	Iteration 1F: 3 clusters Score -3671063 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15240 members 
Mstep: Class 2 contains 13876 members 
Entering Unmasked Estep 
Score: -3671503.000000 Penalty: 3340.688965
	Iteration 2Q: 3 clusters Score -3671503 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15714 members 
Mstep: Class 2 contains 13402 members 
Entering Unmasked Estep 
Score: -3671997.500000 Penalty: 3340.688965
	Iteration 3Q: 3 clusters Score -3671998 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16430 members 
Mstep: Class 2 contains 12686 members 
Entering Unmasked Estep 
Score: -3672568.250000 Penalty: 3340.688965
	Iteration 4Q: 3 clusters Score -3672568 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17326 members 
Mstep: Class 2 contains 11790 members 
Entering Unmasked Estep 
Score: -3673251.500000 Penalty: 3340.688965
	Iteration 5F: 3 clusters Score -3673252 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18384 members 
Mstep: Class 2 contains 10732 members 
Entering Unmasked Estep 
Score: -3673978.500000 Penalty: 3340.688965
	Iteration 6F: 3 clusters Score -3673978 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19584 members 
Mstep: Class 2 contains 9532 members 
Entering Unmasked Estep 
Score: -3674778.000000 Penalty: 3340.688965
	Iteration 7F: 3 clusters Score -3674778 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20840 members 
Mstep: Class 2 contains 8276 members 
Entering Unmasked Estep 
Score: -3675561.000000 Penalty: 3340.688965
	Iteration 8F: 3 clusters Score -3675561 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22155 members 
Mstep: Class 2 contains 6961 members 
Entering Unmasked Estep 
Score: -3676368.750000 Penalty: 3340.688965
	Iteration 9Q: 3 clusters Score -3676369 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23549 members 
Mstep: Class 2 contains 5567 members 
Entering Unmasked Estep 
Score: -3677270.000000 Penalty: 3340.688965
	Iteration 10Q: 3 clusters Score -3677270 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24918 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -3678271.500000 Penalty: 3340.688965
	Iteration 11Q: 3 clusters Score -3678272 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26177 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -3679269.500000 Penalty: 3340.688965
	Iteration 12Q: 3 clusters Score -3679270 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27181 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -3680120.750000 Penalty: 3340.688965
	Iteration 13Q: 3 clusters Score -3680121 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27931 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -3680757.750000 Penalty: 3340.688965
	Iteration 14Q: 3 clusters Score -3680758 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28372 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -3681167.250000 Penalty: 3340.688965
	Iteration 15Q: 3 clusters Score -3681167 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28608 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -3681409.000000 Penalty: 3340.688965
	Iteration 16Q: 3 clusters Score -3681409 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28726 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -3681538.000000 Penalty: 3340.688965
	Iteration 17Q: 3 clusters Score -3681538 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28781 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -3681608.750000 Penalty: 3340.688965
	Iteration 18Q: 3 clusters Score -3681609 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28806 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -3681652.000000 Penalty: 3340.688965
	Iteration 19Q: 3 clusters Score -3681652 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28819 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -3681664.000000 Penalty: 3340.688965
	Iteration 20F: 3 clusters Score -3681664 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28827 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -3681678.500000 Penalty: 3340.688965
	Iteration 21Q: 3 clusters Score -3681678 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28834 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -3681690.250000 Penalty: 3340.688965
	Iteration 22Q: 3 clusters Score -3681690 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28839 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -3681699.000000 Penalty: 3340.688965
	Iteration 23Q: 3 clusters Score -3681699 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28843 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -3681708.250000 Penalty: 3340.688965
	Iteration 24Q: 3 clusters Score -3681708 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28849 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -3681715.250000 Penalty: 3340.688965
	Iteration 25Q: 3 clusters Score -3681715 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28857 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -3681722.250000 Penalty: 3340.688965
	Iteration 26Q: 3 clusters Score -3681722 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28858 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -3681725.250000 Penalty: 3340.688965
	Iteration 27Q: 3 clusters Score -3681725 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28862 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -3681728.250000 Penalty: 3340.688965
	Iteration 28Q: 3 clusters Score -3681728 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28865 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -3681732.250000 Penalty: 3340.688965
	Iteration 29Q: 3 clusters Score -3681732 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28867 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -3681733.250000 Penalty: 3340.688965
	Iteration 30Q: 3 clusters Score -3681733 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28867 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -3681736.250000 Penalty: 3340.688965
	Iteration 31Q: 3 clusters Score -3681736 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28870 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -3681739.750000 Penalty: 3340.688965
	Iteration 32Q: 3 clusters Score -3681740 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28871 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -3681740.500000 Penalty: 3340.688965
	Iteration 33Q: 3 clusters Score -3681740 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28869 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -3681740.750000 Penalty: 3340.688965
	Iteration 34Q: 3 clusters Score -3681741 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28869 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -3681741.750000 Penalty: 3340.688965
	Iteration 35Q: 3 clusters Score -3681742 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28869 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -3681745.500000 Penalty: 3340.688965
	Iteration 36Q: 3 clusters Score -3681746 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28871 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -3681753.000000 Penalty: 3340.688965
	Iteration 37Q: 3 clusters Score -3681753 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28873 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -3681757.500000 Penalty: 3340.688965
	Iteration 38Q: 3 clusters Score -3681758 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28876 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -3681756.250000 Penalty: 3340.688965
	Iteration 39Q: 3 clusters Score -3681756 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28875 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -3681755.250000 Penalty: 3340.688965
	Iteration 40F: 3 clusters Score -3681755 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28874 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -3681756.500000 Penalty: 3340.688965
	Iteration 41Q: 3 clusters Score -3681756 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28874 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -3681756.500000 Penalty: 3340.688965
	Iteration 42F: 3 clusters Score -3681756 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (2934 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Entering Unmasked Estep 
Score: -361459.593750 Penalty: 1297.419800
	Iteration 0F: 2 clusters Score -361459.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -358797.812500 Penalty: 2594.839600
	Iteration 0F: 3 clusters Score -358797.8 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -359491.093750 Penalty: 2594.839600
	Iteration 1F: 3 clusters Score -359491.1 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -359676.843750 Penalty: 2594.839600
	Iteration 2F: 3 clusters Score -359676.8 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -359824.843750 Penalty: 2594.839600
	Iteration 3F: 3 clusters Score -359824.8 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -359948.062500 Penalty: 2594.839600
	Iteration 4F: 3 clusters Score -359948.1 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -360062.937500 Penalty: 2594.839600
	Iteration 5Q: 3 clusters Score -360062.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -360151.125000 Penalty: 2594.839600
	Iteration 6Q: 3 clusters Score -360151.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -360221.781250 Penalty: 2594.839600
	Iteration 7Q: 3 clusters Score -360221.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -360277.906250 Penalty: 2594.839600
	Iteration 8Q: 3 clusters Score -360277.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -360311.687500 Penalty: 2594.839600
	Iteration 9Q: 3 clusters Score -360311.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -360330.687500 Penalty: 2594.839600
	Iteration 10Q: 3 clusters Score -360330.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -360341.562500 Penalty: 2594.839600
	Iteration 11Q: 3 clusters Score -360341.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -360353.562500 Penalty: 2594.839600
	Iteration 12Q: 3 clusters Score -360353.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -360362.750000 Penalty: 2594.839600
	Iteration 13Q: 3 clusters Score -360362.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -360374.375000 Penalty: 2594.839600
	Iteration 14Q: 3 clusters Score -360374.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -360382.062500 Penalty: 2594.839600
	Iteration 15Q: 3 clusters Score -360382.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -360385.062500 Penalty: 2594.839600
	Iteration 16Q: 3 clusters Score -360385.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -360390.281250 Penalty: 2594.839600
	Iteration 17Q: 3 clusters Score -360390.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -360395.343750 Penalty: 2594.839600
	Iteration 18Q: 3 clusters Score -360395.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -360401.750000 Penalty: 2594.839600
	Iteration 19Q: 3 clusters Score -360401.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -360405.343750 Penalty: 2594.839600
	Iteration 20F: 3 clusters Score -360405.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -360408.312500 Penalty: 2594.839600
	Iteration 21Q: 3 clusters Score -360408.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -360413.343750 Penalty: 2594.839600
	Iteration 22Q: 3 clusters Score -360413.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -360418.156250 Penalty: 2594.839600
	Iteration 23Q: 3 clusters Score -360418.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -360421.781250 Penalty: 2594.839600
	Iteration 24Q: 3 clusters Score -360421.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -360425.625000 Penalty: 2594.839600
	Iteration 25Q: 3 clusters Score -360425.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -360432.968750 Penalty: 2594.839600
	Iteration 26Q: 3 clusters Score -360433 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -360436.750000 Penalty: 2594.839600
	Iteration 27Q: 3 clusters Score -360436.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -360439.187500 Penalty: 2594.839600
	Iteration 28Q: 3 clusters Score -360439.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -360441.375000 Penalty: 2594.839600
	Iteration 29Q: 3 clusters Score -360441.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -360443.406250 Penalty: 2594.839600
	Iteration 30Q: 3 clusters Score -360443.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -360443.500000 Penalty: 2594.839600
	Iteration 31Q: 3 clusters Score -360443.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -360444.125000 Penalty: 2594.839600
	Iteration 32Q: 3 clusters Score -360444.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -360444.125000 Penalty: 2594.839600
	Iteration 33Q: 3 clusters Score -360444.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -360444.125000 Penalty: 2594.839600
	Iteration 34F: 3 clusters Score -360444.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 8917 members 
Mstep: Class 3 contains 100458 members 
Mstep: Class 4 contains 10465 members 
Mstep: Class 5 contains 2246 members 
Mstep: Class 6 contains 24740 members 
Mstep: Class 7 contains 13913 members 
Mstep: Class 8 contains 8115 members 
Mstep: Class 9 contains 18211 members 
Mstep: Class 10 contains 9494 members 
Mstep: Class 11 contains 8717 members 
Mstep: Class 12 contains 3231 members 
Mstep: Class 13 contains 17979 members 
Mstep: Class 14 contains 38326 members 
Mstep: Class 15 contains 39448 members 
Mstep: Class 16 contains 3748 members 
Mstep: Class 17 contains 5824 members 
Mstep: Class 18 contains 47459 members 
Mstep: Class 19 contains 3461 members 
Mstep: Class 20 contains 3170 members 
Mstep: Class 21 contains 1108 members 
Mstep: Class 22 contains 3317 members 
Mstep: Class 23 contains 43933 members 
Mstep: Class 24 contains 13018 members 
Mstep: Class 25 contains 12667 members 
Mstep: Class 26 contains 2892 members 
Mstep: Class 27 contains 10277 members 
Mstep: Class 28 contains 2334 members 
Mstep: Class 29 contains 25583 members 
Mstep: Class 30 contains 36148 members 
Mstep: Class 31 contains 4567 members 
Mstep: Class 32 contains 23757 members 
Mstep: Class 33 contains 12308 members 
Mstep: Class 34 contains 6107 members 
Mstep: Class 35 contains 4649 members 
Mstep: Class 36 contains 2379 members 
Mstep: Class 37 contains 17804 members 
Mstep: Class 38 contains 8798 members 
Mstep: Class 39 contains 4992 members 
Mstep: Class 40 contains 14628 members 
Mstep: Class 41 contains 10859 members 
Mstep: Class 42 contains 13456 members 
Mstep: Class 43 contains 144571 members 
Mstep: Class 44 contains 29116 members 
Mstep: Class 45 contains 2934 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100314640.000000 Penalty: 99580.367188
Iteration 239Q: 46 clusters Score -1.003146e+08 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 8917 members 
Mstep: Class 3 contains 100459 members 
Mstep: Class 4 contains 10465 members 
Mstep: Class 5 contains 2246 members 
Mstep: Class 6 contains 24732 members 
Mstep: Class 7 contains 13918 members 
Mstep: Class 8 contains 8115 members 
Mstep: Class 9 contains 18211 members 
Mstep: Class 10 contains 9495 members 
Mstep: Class 11 contains 8733 members 
Mstep: Class 12 contains 3231 members 
Mstep: Class 13 contains 17981 members 
Mstep: Class 14 contains 38327 members 
Mstep: Class 15 contains 39444 members 
Mstep: Class 16 contains 3748 members 
Mstep: Class 17 contains 5825 members 
Mstep: Class 18 contains 47461 members 
Mstep: Class 19 contains 3461 members 
Mstep: Class 20 contains 3170 members 
Mstep: Class 21 contains 1108 members 
Mstep: Class 22 contains 3319 members 
Mstep: Class 23 contains 43932 members 
Mstep: Class 24 contains 13018 members 
Mstep: Class 25 contains 12667 members 
Mstep: Class 26 contains 2892 members 
Mstep: Class 27 contains 10277 members 
Mstep: Class 28 contains 2334 members 
Mstep: Class 29 contains 25577 members 
Mstep: Class 30 contains 36125 members 
Mstep: Class 31 contains 4569 members 
Mstep: Class 32 contains 23756 members 
Mstep: Class 33 contains 12309 members 
Mstep: Class 34 contains 6107 members 
Mstep: Class 35 contains 4649 members 
Mstep: Class 36 contains 2379 members 
Mstep: Class 37 contains 17804 members 
Mstep: Class 38 contains 8797 members 
Mstep: Class 39 contains 4993 members 
Mstep: Class 40 contains 14628 members 
Mstep: Class 41 contains 10859 members 
Mstep: Class 42 contains 13462 members 
Mstep: Class 43 contains 144573 members 
Mstep: Class 44 contains 29120 members 
Mstep: Class 45 contains 2931 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100314536.000000 Penalty: 99580.367188
Iteration 240F: 46 clusters Score -1.003145e+08 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 8917 members 
Mstep: Class 3 contains 100457 members 
Mstep: Class 4 contains 10465 members 
Mstep: Class 5 contains 2246 members 
Mstep: Class 6 contains 24717 members 
Mstep: Class 7 contains 13921 members 
Mstep: Class 8 contains 8115 members 
Mstep: Class 9 contains 18211 members 
Mstep: Class 10 contains 9495 members 
Mstep: Class 11 contains 8745 members 
Mstep: Class 12 contains 3231 members 
Mstep: Class 13 contains 17981 members 
Mstep: Class 14 contains 38330 members 
Mstep: Class 15 contains 39446 members 
Mstep: Class 16 contains 3748 members 
Mstep: Class 17 contains 5826 members 
Mstep: Class 18 contains 47462 members 
Mstep: Class 19 contains 3461 members 
Mstep: Class 20 contains 3170 members 
Mstep: Class 21 contains 1108 members 
Mstep: Class 22 contains 3319 members 
Mstep: Class 23 contains 43931 members 
Mstep: Class 24 contains 13018 members 
Mstep: Class 25 contains 12667 members 
Mstep: Class 26 contains 2893 members 
Mstep: Class 27 contains 10277 members 
Mstep: Class 28 contains 2334 members 
Mstep: Class 29 contains 25573 members 
Mstep: Class 30 contains 36106 members 
Mstep: Class 31 contains 4570 members 
Mstep: Class 32 contains 23755 members 
Mstep: Class 33 contains 12309 members 
Mstep: Class 34 contains 6107 members 
Mstep: Class 35 contains 4649 members 
Mstep: Class 36 contains 2379 members 
Mstep: Class 37 contains 17804 members 
Mstep: Class 38 contains 8796 members 
Mstep: Class 39 contains 4994 members 
Mstep: Class 40 contains 14628 members 
Mstep: Class 41 contains 10859 members 
Mstep: Class 42 contains 13465 members 
Mstep: Class 43 contains 144574 members 
Mstep: Class 44 contains 29135 members 
Mstep: Class 45 contains 2930 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100314536.000000 Penalty: 99580.367188
Iteration 241Q: 46 clusters Score -1.003145e+08 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 8917 members 
Mstep: Class 3 contains 100457 members 
Mstep: Class 4 contains 10465 members 
Mstep: Class 5 contains 2246 members 
Mstep: Class 6 contains 24704 members 
Mstep: Class 7 contains 13924 members 
Mstep: Class 8 contains 8115 members 
Mstep: Class 9 contains 18211 members 
Mstep: Class 10 contains 9497 members 
Mstep: Class 11 contains 8762 members 
Mstep: Class 12 contains 3231 members 
Mstep: Class 13 contains 17981 members 
Mstep: Class 14 contains 38335 members 
Mstep: Class 15 contains 39447 members 
Mstep: Class 16 contains 3748 members 
Mstep: Class 17 contains 5825 members 
Mstep: Class 18 contains 47461 members 
Mstep: Class 19 contains 3461 members 
Mstep: Class 20 contains 3170 members 
Mstep: Class 21 contains 1108 members 
Mstep: Class 22 contains 3319 members 
Mstep: Class 23 contains 43923 members 
Mstep: Class 24 contains 13018 members 
Mstep: Class 25 contains 12667 members 
Mstep: Class 26 contains 2893 members 
Mstep: Class 27 contains 10282 members 
Mstep: Class 28 contains 2334 members 
Mstep: Class 29 contains 25571 members 
Mstep: Class 30 contains 36080 members 
Mstep: Class 31 contains 4572 members 
Mstep: Class 32 contains 23755 members 
Mstep: Class 33 contains 12312 members 
Mstep: Class 34 contains 6107 members 
Mstep: Class 35 contains 4648 members 
Mstep: Class 36 contains 2379 members 
Mstep: Class 37 contains 17804 members 
Mstep: Class 38 contains 8796 members 
Mstep: Class 39 contains 4993 members 
Mstep: Class 40 contains 14628 members 
Mstep: Class 41 contains 10859 members 
Mstep: Class 42 contains 13465 members 
Mstep: Class 43 contains 144573 members 
Mstep: Class 44 contains 29152 members 
Mstep: Class 45 contains 2929 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100314552.000000 Penalty: 99580.367188
Iteration 242Q: 46 clusters Score -1.003146e+08 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 8917 members 
Mstep: Class 3 contains 100456 members 
Mstep: Class 4 contains 10465 members 
Mstep: Class 5 contains 2246 members 
Mstep: Class 6 contains 24696 members 
Mstep: Class 7 contains 13925 members 
Mstep: Class 8 contains 8115 members 
Mstep: Class 9 contains 18211 members 
Mstep: Class 10 contains 9498 members 
Mstep: Class 11 contains 8779 members 
Mstep: Class 12 contains 3231 members 
Mstep: Class 13 contains 17978 members 
Mstep: Class 14 contains 38338 members 
Mstep: Class 15 contains 39445 members 
Mstep: Class 16 contains 3748 members 
Mstep: Class 17 contains 5824 members 
Mstep: Class 18 contains 47459 members 
Mstep: Class 19 contains 3461 members 
Mstep: Class 20 contains 3171 members 
Mstep: Class 21 contains 1108 members 
Mstep: Class 22 contains 3319 members 
Mstep: Class 23 contains 43920 members 
Mstep: Class 24 contains 13018 members 
Mstep: Class 25 contains 12667 members 
Mstep: Class 26 contains 2893 members 
Mstep: Class 27 contains 10282 members 
Mstep: Class 28 contains 2334 members 
Mstep: Class 29 contains 25573 members 
Mstep: Class 30 contains 36061 members 
Mstep: Class 31 contains 4572 members 
Mstep: Class 32 contains 23755 members 
Mstep: Class 33 contains 12317 members 
Mstep: Class 34 contains 6107 members 
Mstep: Class 35 contains 4648 members 
Mstep: Class 36 contains 2379 members 
Mstep: Class 37 contains 17804 members 
Mstep: Class 38 contains 8796 members 
Mstep: Class 39 contains 4993 members 
Mstep: Class 40 contains 14628 members 
Mstep: Class 41 contains 10859 members 
Mstep: Class 42 contains 13465 members 
Mstep: Class 43 contains 144573 members 
Mstep: Class 44 contains 29161 members 
Mstep: Class 45 contains 2929 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100314528.000000 Penalty: 99580.367188
Iteration 243Q: 46 clusters Score -1.003145e+08 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 8917 members 
Mstep: Class 3 contains 100453 members 
Mstep: Class 4 contains 10465 members 
Mstep: Class 5 contains 2246 members 
Mstep: Class 6 contains 24686 members 
Mstep: Class 7 contains 13928 members 
Mstep: Class 8 contains 8115 members 
Mstep: Class 9 contains 18212 members 
Mstep: Class 10 contains 9498 members 
Mstep: Class 11 contains 8794 members 
Mstep: Class 12 contains 3231 members 
Mstep: Class 13 contains 17976 members 
Mstep: Class 14 contains 38345 members 
Mstep: Class 15 contains 39447 members 
Mstep: Class 16 contains 3748 members 
Mstep: Class 17 contains 5823 members 
Mstep: Class 18 contains 47458 members 
Mstep: Class 19 contains 3461 members 
Mstep: Class 20 contains 3171 members 
Mstep: Class 21 contains 1108 members 
Mstep: Class 22 contains 3319 members 
Mstep: Class 23 contains 43918 members 
Mstep: Class 24 contains 13018 members 
Mstep: Class 25 contains 12667 members 
Mstep: Class 26 contains 2894 members 
Mstep: Class 27 contains 10284 members 
Mstep: Class 28 contains 2334 members 
Mstep: Class 29 contains 25573 members 
Mstep: Class 30 contains 36038 members 
Mstep: Class 31 contains 4568 members 
Mstep: Class 32 contains 23755 members 
Mstep: Class 33 contains 12322 members 
Mstep: Class 34 contains 6107 members 
Mstep: Class 35 contains 4649 members 
Mstep: Class 36 contains 2379 members 
Mstep: Class 37 contains 17804 members 
Mstep: Class 38 contains 8797 members 
Mstep: Class 39 contains 4993 members 
Mstep: Class 40 contains 14628 members 
Mstep: Class 41 contains 10859 members 
Mstep: Class 42 contains 13466 members 
Mstep: Class 43 contains 144570 members 
Mstep: Class 44 contains 29171 members 
Mstep: Class 45 contains 2929 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100314544.000000 Penalty: 99580.367188
Iteration 244Q: 46 clusters Score -1.003145e+08 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 8917 members 
Mstep: Class 3 contains 100452 members 
Mstep: Class 4 contains 10465 members 
Mstep: Class 5 contains 2246 members 
Mstep: Class 6 contains 24674 members 
Mstep: Class 7 contains 13930 members 
Mstep: Class 8 contains 8115 members 
Mstep: Class 9 contains 18212 members 
Mstep: Class 10 contains 9498 members 
Mstep: Class 11 contains 8816 members 
Mstep: Class 12 contains 3231 members 
Mstep: Class 13 contains 17976 members 
Mstep: Class 14 contains 38348 members 
Mstep: Class 15 contains 39438 members 
Mstep: Class 16 contains 3748 members 
Mstep: Class 17 contains 5822 members 
Mstep: Class 18 contains 47457 members 
Mstep: Class 19 contains 3461 members 
Mstep: Class 20 contains 3173 members 
Mstep: Class 21 contains 1108 members 
Mstep: Class 22 contains 3318 members 
Mstep: Class 23 contains 43918 members 
Mstep: Class 24 contains 13018 members 
Mstep: Class 25 contains 12667 members 
Mstep: Class 26 contains 2894 members 
Mstep: Class 27 contains 10288 members 
Mstep: Class 28 contains 2334 members 
Mstep: Class 29 contains 25573 members 
Mstep: Class 30 contains 36019 members 
Mstep: Class 31 contains 4566 members 
Mstep: Class 32 contains 23756 members 
Mstep: Class 33 contains 12322 members 
Mstep: Class 34 contains 6107 members 
Mstep: Class 35 contains 4651 members 
Mstep: Class 36 contains 2379 members 
Mstep: Class 37 contains 17804 members 
Mstep: Class 38 contains 8796 members 
Mstep: Class 39 contains 4992 members 
Mstep: Class 40 contains 14628 members 
Mstep: Class 41 contains 10859 members 
Mstep: Class 42 contains 13468 members 
Mstep: Class 43 contains 144571 members 
Mstep: Class 44 contains 29180 members 
Mstep: Class 45 contains 2929 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100314624.000000 Penalty: 99580.367188
Iteration 245Q: 46 clusters Score -1.003146e+08 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 8917 members 
Mstep: Class 3 contains 100451 members 
Mstep: Class 4 contains 10465 members 
Mstep: Class 5 contains 2246 members 
Mstep: Class 6 contains 24659 members 
Mstep: Class 7 contains 13934 members 
Mstep: Class 8 contains 8115 members 
Mstep: Class 9 contains 18212 members 
Mstep: Class 10 contains 9498 members 
Mstep: Class 11 contains 8836 members 
Mstep: Class 12 contains 3231 members 
Mstep: Class 13 contains 17976 members 
Mstep: Class 14 contains 38351 members 
Mstep: Class 15 contains 39434 members 
Mstep: Class 16 contains 3747 members 
Mstep: Class 17 contains 5822 members 
Mstep: Class 18 contains 47457 members 
Mstep: Class 19 contains 3461 members 
Mstep: Class 20 contains 3175 members 
Mstep: Class 21 contains 1108 members 
Mstep: Class 22 contains 3316 members 
Mstep: Class 23 contains 43917 members 
Mstep: Class 24 contains 13018 members 
Mstep: Class 25 contains 12667 members 
Mstep: Class 26 contains 2894 members 
Mstep: Class 27 contains 10292 members 
Mstep: Class 28 contains 2334 members 
Mstep: Class 29 contains 25570 members 
Mstep: Class 30 contains 36004 members 
Mstep: Class 31 contains 4568 members 
Mstep: Class 32 contains 23756 members 
Mstep: Class 33 contains 12317 members 
Mstep: Class 34 contains 6107 members 
Mstep: Class 35 contains 4651 members 
Mstep: Class 36 contains 2379 members 
Mstep: Class 37 contains 17804 members 
Mstep: Class 38 contains 8796 members 
Mstep: Class 39 contains 4991 members 
Mstep: Class 40 contains 14629 members 
Mstep: Class 41 contains 10859 members 
Mstep: Class 42 contains 13470 members 
Mstep: Class 43 contains 144570 members 
Mstep: Class 44 contains 29191 members 
Mstep: Class 45 contains 2929 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100314624.000000 Penalty: 99580.367188
Iteration 246Q: 46 clusters Score -1.003146e+08 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 8917 members 
Mstep: Class 3 contains 100449 members 
Mstep: Class 4 contains 10465 members 
Mstep: Class 5 contains 2246 members 
Mstep: Class 6 contains 24649 members 
Mstep: Class 7 contains 13935 members 
Mstep: Class 8 contains 8115 members 
Mstep: Class 9 contains 18212 members 
Mstep: Class 10 contains 9498 members 
Mstep: Class 11 contains 8859 members 
Mstep: Class 12 contains 3231 members 
Mstep: Class 13 contains 17977 members 
Mstep: Class 14 contains 38354 members 
Mstep: Class 15 contains 39426 members 
Mstep: Class 16 contains 3747 members 
Mstep: Class 17 contains 5821 members 
Mstep: Class 18 contains 47455 members 
Mstep: Class 19 contains 3461 members 
Mstep: Class 20 contains 3176 members 
Mstep: Class 21 contains 1108 members 
Mstep: Class 22 contains 3315 members 
Mstep: Class 23 contains 43915 members 
Mstep: Class 24 contains 13018 members 
Mstep: Class 25 contains 12667 members 
Mstep: Class 26 contains 2894 members 
Mstep: Class 27 contains 10294 members 
Mstep: Class 28 contains 2334 members 
Mstep: Class 29 contains 25568 members 
Mstep: Class 30 contains 35990 members 
Mstep: Class 31 contains 4570 members 
Mstep: Class 32 contains 23756 members 
Mstep: Class 33 contains 12316 members 
Mstep: Class 34 contains 6107 members 
Mstep: Class 35 contains 4653 members 
Mstep: Class 36 contains 2379 members 
Mstep: Class 37 contains 17804 members 
Mstep: Class 38 contains 8797 members 
Mstep: Class 39 contains 4990 members 
Mstep: Class 40 contains 14630 members 
Mstep: Class 41 contains 10859 members 
Mstep: Class 42 contains 13470 members 
Mstep: Class 43 contains 144568 members 
Mstep: Class 44 contains 29198 members 
Mstep: Class 45 contains 2931 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100314696.000000 Penalty: 99580.367188
Iteration 247Q: 46 clusters Score -1.003147e+08 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 8917 members 
Mstep: Class 3 contains 100449 members 
Mstep: Class 4 contains 10465 members 
Mstep: Class 5 contains 2246 members 
Mstep: Class 6 contains 24642 members 
Mstep: Class 7 contains 13938 members 
Mstep: Class 8 contains 8115 members 
Mstep: Class 9 contains 18212 members 
Mstep: Class 10 contains 9497 members 
Mstep: Class 11 contains 8873 members 
Mstep: Class 12 contains 3231 members 
Mstep: Class 13 contains 17975 members 
Mstep: Class 14 contains 38356 members 
Mstep: Class 15 contains 39425 members 
Mstep: Class 16 contains 3747 members 
Mstep: Class 17 contains 5821 members 
Mstep: Class 18 contains 47454 members 
Mstep: Class 19 contains 3461 members 
Mstep: Class 20 contains 3176 members 
Mstep: Class 21 contains 1108 members 
Mstep: Class 22 contains 3316 members 
Mstep: Class 23 contains 43910 members 
Mstep: Class 24 contains 13018 members 
Mstep: Class 25 contains 12667 members 
Mstep: Class 26 contains 2894 members 
Mstep: Class 27 contains 10296 members 
Mstep: Class 28 contains 2334 members 
Mstep: Class 29 contains 25567 members 
Mstep: Class 30 contains 35975 members 
Mstep: Class 31 contains 4570 members 
Mstep: Class 32 contains 23757 members 
Mstep: Class 33 contains 12316 members 
Mstep: Class 34 contains 6107 members 
Mstep: Class 35 contains 4656 members 
Mstep: Class 36 contains 2379 members 
Mstep: Class 37 contains 17804 members 
Mstep: Class 38 contains 8798 members 
Mstep: Class 39 contains 4990 members 
Mstep: Class 40 contains 14630 members 
Mstep: Class 41 contains 10859 members 
Mstep: Class 42 contains 13470 members 
Mstep: Class 43 contains 144564 members 
Mstep: Class 44 contains 29208 members 
Mstep: Class 45 contains 2931 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100314656.000000 Penalty: 99580.367188
Iteration 248Q: 46 clusters Score -1.003147e+08 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 8917 members 
Mstep: Class 3 contains 100447 members 
Mstep: Class 4 contains 10465 members 
Mstep: Class 5 contains 2246 members 
Mstep: Class 6 contains 24635 members 
Mstep: Class 7 contains 13943 members 
Mstep: Class 8 contains 8115 members 
Mstep: Class 9 contains 18212 members 
Mstep: Class 10 contains 9495 members 
Mstep: Class 11 contains 8884 members 
Mstep: Class 12 contains 3231 members 
Mstep: Class 13 contains 17973 members 
Mstep: Class 14 contains 38356 members 
Mstep: Class 15 contains 39425 members 
Mstep: Class 16 contains 3748 members 
Mstep: Class 17 contains 5822 members 
Mstep: Class 18 contains 47454 members 
Mstep: Class 19 contains 3462 members 
Mstep: Class 20 contains 3176 members 
Mstep: Class 21 contains 1108 members 
Mstep: Class 22 contains 3316 members 
Mstep: Class 23 contains 43906 members 
Mstep: Class 24 contains 13018 members 
Mstep: Class 25 contains 12667 members 
Mstep: Class 26 contains 2894 members 
Mstep: Class 27 contains 10296 members 
Mstep: Class 28 contains 2334 members 
Mstep: Class 29 contains 25564 members 
Mstep: Class 30 contains 35959 members 
Mstep: Class 31 contains 4570 members 
Mstep: Class 32 contains 23757 members 
Mstep: Class 33 contains 12313 members 
Mstep: Class 34 contains 6108 members 
Mstep: Class 35 contains 4660 members 
Mstep: Class 36 contains 2379 members 
Mstep: Class 37 contains 17805 members 
Mstep: Class 38 contains 8798 members 
Mstep: Class 39 contains 4992 members 
Mstep: Class 40 contains 14630 members 
Mstep: Class 41 contains 10859 members 
Mstep: Class 42 contains 13470 members 
Mstep: Class 43 contains 144565 members 
Mstep: Class 44 contains 29219 members 
Mstep: Class 45 contains 2931 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100314656.000000 Penalty: 99580.367188
Iteration 249Q: 46 clusters Score -1.003147e+08 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 8917 members 
Mstep: Class 3 contains 100445 members 
Mstep: Class 4 contains 10465 members 
Mstep: Class 5 contains 2246 members 
Mstep: Class 6 contains 24629 members 
Mstep: Class 7 contains 13943 members 
Mstep: Class 8 contains 8115 members 
Mstep: Class 9 contains 18212 members 
Mstep: Class 10 contains 9493 members 
Mstep: Class 11 contains 8899 members 
Mstep: Class 12 contains 3231 members 
Mstep: Class 13 contains 17972 members 
Mstep: Class 14 contains 38356 members 
Mstep: Class 15 contains 39422 members 
Mstep: Class 16 contains 3748 members 
Mstep: Class 17 contains 5823 members 
Mstep: Class 18 contains 47455 members 
Mstep: Class 19 contains 3462 members 
Mstep: Class 20 contains 3178 members 
Mstep: Class 21 contains 1108 members 
Mstep: Class 22 contains 3316 members 
Mstep: Class 23 contains 43906 members 
Mstep: Class 24 contains 13018 members 
Mstep: Class 25 contains 12667 members 
Mstep: Class 26 contains 2894 members 
Mstep: Class 27 contains 10294 members 
Mstep: Class 28 contains 2334 members 
Mstep: Class 29 contains 25562 members 
Mstep: Class 30 contains 35946 members 
Mstep: Class 31 contains 4569 members 
Mstep: Class 32 contains 23756 members 
Mstep: Class 33 contains 12312 members 
Mstep: Class 34 contains 6109 members 
Mstep: Class 35 contains 4662 members 
Mstep: Class 36 contains 2379 members 
Mstep: Class 37 contains 17808 members 
Mstep: Class 38 contains 8798 members 
Mstep: Class 39 contains 4992 members 
Mstep: Class 40 contains 14630 members 
Mstep: Class 41 contains 10859 members 
Mstep: Class 42 contains 13470 members 
Mstep: Class 43 contains 144562 members 
Mstep: Class 44 contains 29231 members 
Mstep: Class 45 contains 2931 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100314568.000000 Penalty: 99580.367188
Iteration 250Q: 46 clusters Score -1.003146e+08 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 8917 members 
Mstep: Class 3 contains 100445 members 
Mstep: Class 4 contains 10465 members 
Mstep: Class 5 contains 2246 members 
Mstep: Class 6 contains 24626 members 
Mstep: Class 7 contains 13947 members 
Mstep: Class 8 contains 8115 members 
Mstep: Class 9 contains 18211 members 
Mstep: Class 10 contains 9493 members 
Mstep: Class 11 contains 8910 members 
Mstep: Class 12 contains 3231 members 
Mstep: Class 13 contains 17971 members 
Mstep: Class 14 contains 38358 members 
Mstep: Class 15 contains 39420 members 
Mstep: Class 16 contains 3748 members 
Mstep: Class 17 contains 5823 members 
Mstep: Class 18 contains 47455 members 
Mstep: Class 19 contains 3462 members 
Mstep: Class 20 contains 3179 members 
Mstep: Class 21 contains 1108 members 
Mstep: Class 22 contains 3316 members 
Mstep: Class 23 contains 43903 members 
Mstep: Class 24 contains 13018 members 
Mstep: Class 25 contains 12667 members 
Mstep: Class 26 contains 2894 members 
Mstep: Class 27 contains 10293 members 
Mstep: Class 28 contains 2334 members 
Mstep: Class 29 contains 25561 members 
Mstep: Class 30 contains 35934 members 
Mstep: Class 31 contains 4568 members 
Mstep: Class 32 contains 23756 members 
Mstep: Class 33 contains 12309 members 
Mstep: Class 34 contains 6109 members 
Mstep: Class 35 contains 4663 members 
Mstep: Class 36 contains 2379 members 
Mstep: Class 37 contains 17809 members 
Mstep: Class 38 contains 8798 members 
Mstep: Class 39 contains 4992 members 
Mstep: Class 40 contains 14630 members 
Mstep: Class 41 contains 10859 members 
Mstep: Class 42 contains 13471 members 
Mstep: Class 43 contains 144562 members 
Mstep: Class 44 contains 29238 members 
Mstep: Class 45 contains 2931 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100314624.000000 Penalty: 99580.367188
Iteration 251Q: 46 clusters Score -1.003146e+08 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 8917 members 
Mstep: Class 3 contains 100442 members 
Mstep: Class 4 contains 10465 members 
Mstep: Class 5 contains 2246 members 
Mstep: Class 6 contains 24621 members 
Mstep: Class 7 contains 13951 members 
Mstep: Class 8 contains 8115 members 
Mstep: Class 9 contains 18211 members 
Mstep: Class 10 contains 9492 members 
Mstep: Class 11 contains 8920 members 
Mstep: Class 12 contains 3231 members 
Mstep: Class 13 contains 17971 members 
Mstep: Class 14 contains 38363 members 
Mstep: Class 15 contains 39419 members 
Mstep: Class 16 contains 3748 members 
Mstep: Class 17 contains 5823 members 
Mstep: Class 18 contains 47454 members 
Mstep: Class 19 contains 3463 members 
Mstep: Class 20 contains 3179 members 
Mstep: Class 21 contains 1108 members 
Mstep: Class 22 contains 3316 members 
Mstep: Class 23 contains 43904 members 
Mstep: Class 24 contains 13018 members 
Mstep: Class 25 contains 12667 members 
Mstep: Class 26 contains 2894 members 
Mstep: Class 27 contains 10291 members 
Mstep: Class 28 contains 2334 members 
Mstep: Class 29 contains 25559 members 
Mstep: Class 30 contains 35923 members 
Mstep: Class 31 contains 4568 members 
Mstep: Class 32 contains 23756 members 
Mstep: Class 33 contains 12308 members 
Mstep: Class 34 contains 6109 members 
Mstep: Class 35 contains 4667 members 
Mstep: Class 36 contains 2379 members 
Mstep: Class 37 contains 17810 members 
Mstep: Class 38 contains 8798 members 
Mstep: Class 39 contains 4992 members 
Mstep: Class 40 contains 14630 members 
Mstep: Class 41 contains 10859 members 
Mstep: Class 42 contains 13471 members 
Mstep: Class 43 contains 144556 members 
Mstep: Class 44 contains 29245 members 
Mstep: Class 45 contains 2931 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100314632.000000 Penalty: 99580.367188
Iteration 252Q: 46 clusters Score -1.003146e+08 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 8917 members 
Mstep: Class 3 contains 100440 members 
Mstep: Class 4 contains 10465 members 
Mstep: Class 5 contains 2246 members 
Mstep: Class 6 contains 24618 members 
Mstep: Class 7 contains 13952 members 
Mstep: Class 8 contains 8115 members 
Mstep: Class 9 contains 18212 members 
Mstep: Class 10 contains 9491 members 
Mstep: Class 11 contains 8931 members 
Mstep: Class 12 contains 3231 members 
Mstep: Class 13 contains 17969 members 
Mstep: Class 14 contains 38366 members 
Mstep: Class 15 contains 39418 members 
Mstep: Class 16 contains 3748 members 
Mstep: Class 17 contains 5823 members 
Mstep: Class 18 contains 47455 members 
Mstep: Class 19 contains 3466 members 
Mstep: Class 20 contains 3180 members 
Mstep: Class 21 contains 1108 members 
Mstep: Class 22 contains 3316 members 
Mstep: Class 23 contains 43903 members 
Mstep: Class 24 contains 13018 members 
Mstep: Class 25 contains 12667 members 
Mstep: Class 26 contains 2894 members 
Mstep: Class 27 contains 10291 members 
Mstep: Class 28 contains 2334 members 
Mstep: Class 29 contains 25557 members 
Mstep: Class 30 contains 35912 members 
Mstep: Class 31 contains 4567 members 
Mstep: Class 32 contains 23755 members 
Mstep: Class 33 contains 12305 members 
Mstep: Class 34 contains 6109 members 
Mstep: Class 35 contains 4669 members 
Mstep: Class 36 contains 2379 members 
Mstep: Class 37 contains 17810 members 
Mstep: Class 38 contains 8798 members 
Mstep: Class 39 contains 4992 members 
Mstep: Class 40 contains 14630 members 
Mstep: Class 41 contains 10859 members 
Mstep: Class 42 contains 13471 members 
Mstep: Class 43 contains 144556 members 
Mstep: Class 44 contains 29250 members 
Mstep: Class 45 contains 2931 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100314552.000000 Penalty: 99580.367188
Iteration 253Q: 46 clusters Score -1.003146e+08 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 8917 members 
Mstep: Class 3 contains 100439 members 
Mstep: Class 4 contains 10465 members 
Mstep: Class 5 contains 2246 members 
Mstep: Class 6 contains 24614 members 
Mstep: Class 7 contains 13951 members 
Mstep: Class 8 contains 8115 members 
Mstep: Class 9 contains 18212 members 
Mstep: Class 10 contains 9491 members 
Mstep: Class 11 contains 8934 members 
Mstep: Class 12 contains 3231 members 
Mstep: Class 13 contains 17967 members 
Mstep: Class 14 contains 38368 members 
Mstep: Class 15 contains 39416 members 
Mstep: Class 16 contains 3748 members 
Mstep: Class 17 contains 5823 members 
Mstep: Class 18 contains 47454 members 
Mstep: Class 19 contains 3474 members 
Mstep: Class 20 contains 3180 members 
Mstep: Class 21 contains 1108 members 
Mstep: Class 22 contains 3316 members 
Mstep: Class 23 contains 43903 members 
Mstep: Class 24 contains 13019 members 
Mstep: Class 25 contains 12667 members 
Mstep: Class 26 contains 2894 members 
Mstep: Class 27 contains 10292 members 
Mstep: Class 28 contains 2334 members 
Mstep: Class 29 contains 25553 members 
Mstep: Class 30 contains 35908 members 
Mstep: Class 31 contains 4567 members 
Mstep: Class 32 contains 23752 members 
Mstep: Class 33 contains 12306 members 
Mstep: Class 34 contains 6110 members 
Mstep: Class 35 contains 4670 members 
Mstep: Class 36 contains 2379 members 
Mstep: Class 37 contains 17810 members 
Mstep: Class 38 contains 8798 members 
Mstep: Class 39 contains 4992 members 
Mstep: Class 40 contains 14630 members 
Mstep: Class 41 contains 10859 members 
Mstep: Class 42 contains 13471 members 
Mstep: Class 43 contains 144555 members 
Mstep: Class 44 contains 29255 members 
Mstep: Class 45 contains 2931 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100314568.000000 Penalty: 99580.367188
Iteration 254Q: 46 clusters Score -1.003146e+08 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 8917 members 
Mstep: Class 3 contains 100439 members 
Mstep: Class 4 contains 10465 members 
Mstep: Class 5 contains 2246 members 
Mstep: Class 6 contains 24611 members 
Mstep: Class 7 contains 13953 members 
Mstep: Class 8 contains 8115 members 
Mstep: Class 9 contains 18212 members 
Mstep: Class 10 contains 9491 members 
Mstep: Class 11 contains 8940 members 
Mstep: Class 12 contains 3231 members 
Mstep: Class 13 contains 17965 members 
Mstep: Class 14 contains 38370 members 
Mstep: Class 15 contains 39411 members 
Mstep: Class 16 contains 3748 members 
Mstep: Class 17 contains 5823 members 
Mstep: Class 18 contains 47454 members 
Mstep: Class 19 contains 3477 members 
Mstep: Class 20 contains 3180 members 
Mstep: Class 21 contains 1108 members 
Mstep: Class 22 contains 3316 members 
Mstep: Class 23 contains 43902 members 
Mstep: Class 24 contains 13019 members 
Mstep: Class 25 contains 12667 members 
Mstep: Class 26 contains 2894 members 
Mstep: Class 27 contains 10290 members 
Mstep: Class 28 contains 2334 members 
Mstep: Class 29 contains 25551 members 
Mstep: Class 30 contains 35904 members 
Mstep: Class 31 contains 4567 members 
Mstep: Class 32 contains 23753 members 
Mstep: Class 33 contains 12304 members 
Mstep: Class 34 contains 6110 members 
Mstep: Class 35 contains 4674 members 
Mstep: Class 36 contains 2379 members 
Mstep: Class 37 contains 17810 members 
Mstep: Class 38 contains 8798 members 
Mstep: Class 39 contains 4992 members 
Mstep: Class 40 contains 14630 members 
Mstep: Class 41 contains 10859 members 
Mstep: Class 42 contains 13470 members 
Mstep: Class 43 contains 144555 members 
Mstep: Class 44 contains 29259 members 
Mstep: Class 45 contains 2931 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100314592.000000 Penalty: 99580.367188
Iteration 255Q: 46 clusters Score -1.003146e+08 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 8917 members 
Mstep: Class 3 contains 100438 members 
Mstep: Class 4 contains 10465 members 
Mstep: Class 5 contains 2246 members 
Mstep: Class 6 contains 24608 members 
Mstep: Class 7 contains 13955 members 
Mstep: Class 8 contains 8115 members 
Mstep: Class 9 contains 18212 members 
Mstep: Class 10 contains 9490 members 
Mstep: Class 11 contains 8939 members 
Mstep: Class 12 contains 3231 members 
Mstep: Class 13 contains 17964 members 
Mstep: Class 14 contains 38373 members 
Mstep: Class 15 contains 39410 members 
Mstep: Class 16 contains 3748 members 
Mstep: Class 17 contains 5823 members 
Mstep: Class 18 contains 47454 members 
Mstep: Class 19 contains 3480 members 
Mstep: Class 20 contains 3180 members 
Mstep: Class 21 contains 1108 members 
Mstep: Class 22 contains 3316 members 
Mstep: Class 23 contains 43901 members 
Mstep: Class 24 contains 13019 members 
Mstep: Class 25 contains 12667 members 
Mstep: Class 26 contains 2894 members 
Mstep: Class 27 contains 10289 members 
Mstep: Class 28 contains 2334 members 
Mstep: Class 29 contains 25552 members 
Mstep: Class 30 contains 35900 members 
Mstep: Class 31 contains 4568 members 
Mstep: Class 32 contains 23751 members 
Mstep: Class 33 contains 12304 members 
Mstep: Class 34 contains 6110 members 
Mstep: Class 35 contains 4673 members 
Mstep: Class 36 contains 2379 members 
Mstep: Class 37 contains 17810 members 
Mstep: Class 38 contains 8798 members 
Mstep: Class 39 contains 4992 members 
Mstep: Class 40 contains 14630 members 
Mstep: Class 41 contains 10859 members 
Mstep: Class 42 contains 13470 members 
Mstep: Class 43 contains 144556 members 
Mstep: Class 44 contains 29265 members 
Mstep: Class 45 contains 2931 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100314528.000000 Penalty: 99580.367188
Iteration 256Q: 46 clusters Score -1.003145e+08 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 8917 members 
Mstep: Class 3 contains 100437 members 
Mstep: Class 4 contains 10465 members 
Mstep: Class 5 contains 2246 members 
Mstep: Class 6 contains 24604 members 
Mstep: Class 7 contains 13956 members 
Mstep: Class 8 contains 8115 members 
Mstep: Class 9 contains 18212 members 
Mstep: Class 10 contains 9490 members 
Mstep: Class 11 contains 8941 members 
Mstep: Class 12 contains 3231 members 
Mstep: Class 13 contains 17963 members 
Mstep: Class 14 contains 38377 members 
Mstep: Class 15 contains 39408 members 
Mstep: Class 16 contains 3748 members 
Mstep: Class 17 contains 5823 members 
Mstep: Class 18 contains 47454 members 
Mstep: Class 19 contains 3482 members 
Mstep: Class 20 contains 3180 members 
Mstep: Class 21 contains 1108 members 
Mstep: Class 22 contains 3316 members 
Mstep: Class 23 contains 43901 members 
Mstep: Class 24 contains 13019 members 
Mstep: Class 25 contains 12667 members 
Mstep: Class 26 contains 2894 members 
Mstep: Class 27 contains 10290 members 
Mstep: Class 28 contains 2334 members 
Mstep: Class 29 contains 25552 members 
Mstep: Class 30 contains 35897 members 
Mstep: Class 31 contains 4568 members 
Mstep: Class 32 contains 23749 members 
Mstep: Class 33 contains 12302 members 
Mstep: Class 34 contains 6110 members 
Mstep: Class 35 contains 4673 members 
Mstep: Class 36 contains 2379 members 
Mstep: Class 37 contains 17810 members 
Mstep: Class 38 contains 8798 members 
Mstep: Class 39 contains 4992 members 
Mstep: Class 40 contains 14631 members 
Mstep: Class 41 contains 10859 members 
Mstep: Class 42 contains 13470 members 
Mstep: Class 43 contains 144555 members 
Mstep: Class 44 contains 29270 members 
Mstep: Class 45 contains 2931 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100314568.000000 Penalty: 99580.367188
Iteration 257Q: 46 clusters Score -1.003146e+08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 8917 members 
Mstep: Class 3 contains 100436 members 
Mstep: Class 4 contains 10465 members 
Mstep: Class 5 contains 2246 members 
Mstep: Class 6 contains 24599 members 
Mstep: Class 7 contains 13959 members 
Mstep: Class 8 contains 8115 members 
Mstep: Class 9 contains 18212 members 
Mstep: Class 10 contains 9490 members 
Mstep: Class 11 contains 8944 members 
Mstep: Class 12 contains 3231 members 
Mstep: Class 13 contains 17963 members 
Mstep: Class 14 contains 38378 members 
Mstep: Class 15 contains 39406 members 
Mstep: Class 16 contains 3748 members 
Mstep: Class 17 contains 5823 members 
Mstep: Class 18 contains 47454 members 
Mstep: Class 19 contains 3483 members 
Mstep: Class 20 contains 3181 members 
Mstep: Class 21 contains 1108 members 
Mstep: Class 22 contains 3316 members 
Mstep: Class 23 contains 43901 members 
Mstep: Class 24 contains 13019 members 
Mstep: Class 25 contains 12667 members 
Mstep: Class 26 contains 2893 members 
Mstep: Class 27 contains 10291 members 
Mstep: Class 28 contains 2334 members 
Mstep: Class 29 contains 25548 members 
Mstep: Class 30 contains 35893 members 
Mstep: Class 31 contains 4568 members 
Mstep: Class 32 contains 23747 members 
Mstep: Class 33 contains 12301 members 
Mstep: Class 34 contains 6110 members 
Mstep: Class 35 contains 4673 members 
Mstep: Class 36 contains 2379 members 
Mstep: Class 37 contains 17810 members 
Mstep: Class 38 contains 8798 members 
Mstep: Class 39 contains 4992 members 
Mstep: Class 40 contains 14634 members 
Mstep: Class 41 contains 10859 members 
Mstep: Class 42 contains 13470 members 
Mstep: Class 43 contains 144557 members 
Mstep: Class 44 contains 29275 members 
Mstep: Class 45 contains 2931 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100314608.000000 Penalty: 99580.367188
Iteration 258Q: 46 clusters Score -1.003146e+08 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 8917 members 
Mstep: Class 3 contains 100435 members 
Mstep: Class 4 contains 10465 members 
Mstep: Class 5 contains 2246 members 
Mstep: Class 6 contains 24596 members 
Mstep: Class 7 contains 13960 members 
Mstep: Class 8 contains 8115 members 
Mstep: Class 9 contains 18211 members 
Mstep: Class 10 contains 9487 members 
Mstep: Class 11 contains 8954 members 
Mstep: Class 12 contains 3231 members 
Mstep: Class 13 contains 17963 members 
Mstep: Class 14 contains 38379 members 
Mstep: Class 15 contains 39405 members 
Mstep: Class 16 contains 3748 members 
Mstep: Class 17 contains 5823 members 
Mstep: Class 18 contains 47454 members 
Mstep: Class 19 contains 3482 members 
Mstep: Class 20 contains 3183 members 
Mstep: Class 21 contains 1108 members 
Mstep: Class 22 contains 3316 members 
Mstep: Class 23 contains 43902 members 
Mstep: Class 24 contains 13019 members 
Mstep: Class 25 contains 12667 members 
Mstep: Class 26 contains 2893 members 
Mstep: Class 27 contains 10291 members 
Mstep: Class 28 contains 2334 members 
Mstep: Class 29 contains 25545 members 
Mstep: Class 30 contains 35888 members 
Mstep: Class 31 contains 4568 members 
Mstep: Class 32 contains 23747 members 
Mstep: Class 33 contains 12299 members 
Mstep: Class 34 contains 6110 members 
Mstep: Class 35 contains 4673 members 
Mstep: Class 36 contains 2379 members 
Mstep: Class 37 contains 17810 members 
Mstep: Class 38 contains 8798 members 
Mstep: Class 39 contains 4992 members 
Mstep: Class 40 contains 14636 members 
Mstep: Class 41 contains 10859 members 
Mstep: Class 42 contains 13471 members 
Mstep: Class 43 contains 144557 members 
Mstep: Class 44 contains 29277 members 
Mstep: Class 45 contains 2931 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100314536.000000 Penalty: 99580.367188
Iteration 259Q: 46 clusters Score -1.003145e+08 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 8917 members 
Mstep: Class 3 contains 100434 members 
Mstep: Class 4 contains 10465 members 
Mstep: Class 5 contains 2246 members 
Mstep: Class 6 contains 24593 members 
Mstep: Class 7 contains 13962 members 
Mstep: Class 8 contains 8115 members 
Mstep: Class 9 contains 18212 members 
Mstep: Class 10 contains 9486 members 
Mstep: Class 11 contains 8967 members 
Mstep: Class 12 contains 3231 members 
Mstep: Class 13 contains 17962 members 
Mstep: Class 14 contains 38379 members 
Mstep: Class 15 contains 39402 members 
Mstep: Class 16 contains 3748 members 
Mstep: Class 17 contains 5824 members 
Mstep: Class 18 contains 47452 members 
Mstep: Class 19 contains 3482 members 
Mstep: Class 20 contains 3184 members 
Mstep: Class 21 contains 1108 members 
Mstep: Class 22 contains 3316 members 
Mstep: Class 23 contains 43903 members 
Mstep: Class 24 contains 13019 members 
Mstep: Class 25 contains 12667 members 
Mstep: Class 26 contains 2893 members 
Mstep: Class 27 contains 10291 members 
Mstep: Class 28 contains 2334 members 
Mstep: Class 29 contains 25543 members 
Mstep: Class 30 contains 35882 members 
Mstep: Class 31 contains 4569 members 
Mstep: Class 32 contains 23748 members 
Mstep: Class 33 contains 12296 members 
Mstep: Class 34 contains 6110 members 
Mstep: Class 35 contains 4673 members 
Mstep: Class 36 contains 2379 members 
Mstep: Class 37 contains 17810 members 
Mstep: Class 38 contains 8797 members 
Mstep: Class 39 contains 4992 members 
Mstep: Class 40 contains 14637 members 
Mstep: Class 41 contains 10859 members 
Mstep: Class 42 contains 13471 members 
Mstep: Class 43 contains 144556 members 
Mstep: Class 44 contains 29279 members 
Mstep: Class 45 contains 2931 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100314560.000000 Penalty: 99580.367188
Iteration 260F: 46 clusters Score -1.003146e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 8917 members 
Mstep: Class 3 contains 100438 members 
Mstep: Class 4 contains 10465 members 
Mstep: Class 5 contains 2246 members 
Mstep: Class 6 contains 24591 members 
Mstep: Class 7 contains 13964 members 
Mstep: Class 8 contains 8115 members 
Mstep: Class 9 contains 18212 members 
Mstep: Class 10 contains 9486 members 
Mstep: Class 11 contains 8972 members 
Mstep: Class 12 contains 3231 members 
Mstep: Class 13 contains 17962 members 
Mstep: Class 14 contains 38379 members 
Mstep: Class 15 contains 39399 members 
Mstep: Class 16 contains 3748 members 
Mstep: Class 17 contains 5824 members 
Mstep: Class 18 contains 47450 members 
Mstep: Class 19 contains 3482 members 
Mstep: Class 20 contains 3185 members 
Mstep: Class 21 contains 1108 members 
Mstep: Class 22 contains 3316 members 
Mstep: Class 23 contains 43901 members 
Mstep: Class 24 contains 13019 members 
Mstep: Class 25 contains 12667 members 
Mstep: Class 26 contains 2893 members 
Mstep: Class 27 contains 10291 members 
Mstep: Class 28 contains 2334 members 
Mstep: Class 29 contains 25539 members 
Mstep: Class 30 contains 35881 members 
Mstep: Class 31 contains 4569 members 
Mstep: Class 32 contains 23747 members 
Mstep: Class 33 contains 12294 members 
Mstep: Class 34 contains 6110 members 
Mstep: Class 35 contains 4673 members 
Mstep: Class 36 contains 2379 members 
Mstep: Class 37 contains 17810 members 
Mstep: Class 38 contains 8797 members 
Mstep: Class 39 contains 4992 members 
Mstep: Class 40 contains 14637 members 
Mstep: Class 41 contains 10858 members 
Mstep: Class 42 contains 13471 members 
Mstep: Class 43 contains 144558 members 
Mstep: Class 44 contains 29283 members 
Mstep: Class 45 contains 2931 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100314616.000000 Penalty: 99580.367188
Iteration 261Q: 46 clusters Score -1.003146e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 8916 members 
Mstep: Class 3 contains 100439 members 
Mstep: Class 4 contains 10465 members 
Mstep: Class 5 contains 2246 members 
Mstep: Class 6 contains 24591 members 
Mstep: Class 7 contains 13964 members 
Mstep: Class 8 contains 8115 members 
Mstep: Class 9 contains 18212 members 
Mstep: Class 10 contains 9487 members 
Mstep: Class 11 contains 8976 members 
Mstep: Class 12 contains 3231 members 
Mstep: Class 13 contains 17962 members 
Mstep: Class 14 contains 38379 members 
Mstep: Class 15 contains 39399 members 
Mstep: Class 16 contains 3748 members 
Mstep: Class 17 contains 5824 members 
Mstep: Class 18 contains 47451 members 
Mstep: Class 19 contains 3483 members 
Mstep: Class 20 contains 3186 members 
Mstep: Class 21 contains 1108 members 
Mstep: Class 22 contains 3316 members 
Mstep: Class 23 contains 43900 members 
Mstep: Class 24 contains 13019 members 
Mstep: Class 25 contains 12667 members 
Mstep: Class 26 contains 2893 members 
Mstep: Class 27 contains 10291 members 
Mstep: Class 28 contains 2334 members 
Mstep: Class 29 contains 25534 members 
Mstep: Class 30 contains 35879 members 
Mstep: Class 31 contains 4569 members 
Mstep: Class 32 contains 23747 members 
Mstep: Class 33 contains 12293 members 
Mstep: Class 34 contains 6109 members 
Mstep: Class 35 contains 4673 members 
Mstep: Class 36 contains 2379 members 
Mstep: Class 37 contains 17810 members 
Mstep: Class 38 contains 8797 members 
Mstep: Class 39 contains 4992 members 
Mstep: Class 40 contains 14637 members 
Mstep: Class 41 contains 10858 members 
Mstep: Class 42 contains 13471 members 
Mstep: Class 43 contains 144559 members 
Mstep: Class 44 contains 29284 members 
Mstep: Class 45 contains 2931 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100314592.000000 Penalty: 99580.367188
Iteration 262Q: 46 clusters Score -1.003146e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 8916 members 
Mstep: Class 3 contains 100439 members 
Mstep: Class 4 contains 10465 members 
Mstep: Class 5 contains 2246 members 
Mstep: Class 6 contains 24591 members 
Mstep: Class 7 contains 13965 members 
Mstep: Class 8 contains 8115 members 
Mstep: Class 9 contains 18212 members 
Mstep: Class 10 contains 9487 members 
Mstep: Class 11 contains 8978 members 
Mstep: Class 12 contains 3231 members 
Mstep: Class 13 contains 17962 members 
Mstep: Class 14 contains 38379 members 
Mstep: Class 15 contains 39398 members 
Mstep: Class 16 contains 3748 members 
Mstep: Class 17 contains 5824 members 
Mstep: Class 18 contains 47450 members 
Mstep: Class 19 contains 3484 members 
Mstep: Class 20 contains 3187 members 
Mstep: Class 21 contains 1108 members 
Mstep: Class 22 contains 3316 members 
Mstep: Class 23 contains 43900 members 
Mstep: Class 24 contains 13019 members 
Mstep: Class 25 contains 12667 members 
Mstep: Class 26 contains 2893 members 
Mstep: Class 27 contains 10291 members 
Mstep: Class 28 contains 2334 members 
Mstep: Class 29 contains 25533 members 
Mstep: Class 30 contains 35878 members 
Mstep: Class 31 contains 4569 members 
Mstep: Class 32 contains 23747 members 
Mstep: Class 33 contains 12292 members 
Mstep: Class 34 contains 6106 members 
Mstep: Class 35 contains 4672 members 
Mstep: Class 36 contains 2379 members 
Mstep: Class 37 contains 17810 members 
Mstep: Class 38 contains 8798 members 
Mstep: Class 39 contains 4992 members 
Mstep: Class 40 contains 14637 members 
Mstep: Class 41 contains 10860 members 
Mstep: Class 42 contains 13471 members 
Mstep: Class 43 contains 144560 members 
Mstep: Class 44 contains 29284 members 
Mstep: Class 45 contains 2931 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100314560.000000 Penalty: 99580.367188
Iteration 263Q: 46 clusters Score -1.003146e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 8916 members 
Mstep: Class 3 contains 100439 members 
Mstep: Class 4 contains 10465 members 
Mstep: Class 5 contains 2246 members 
Mstep: Class 6 contains 24591 members 
Mstep: Class 7 contains 13965 members 
Mstep: Class 8 contains 8115 members 
Mstep: Class 9 contains 18212 members 
Mstep: Class 10 contains 9487 members 
Mstep: Class 11 contains 8981 members 
Mstep: Class 12 contains 3231 members 
Mstep: Class 13 contains 17962 members 
Mstep: Class 14 contains 38380 members 
Mstep: Class 15 contains 39396 members 
Mstep: Class 16 contains 3748 members 
Mstep: Class 17 contains 5824 members 
Mstep: Class 18 contains 47450 members 
Mstep: Class 19 contains 3485 members 
Mstep: Class 20 contains 3187 members 
Mstep: Class 21 contains 1108 members 
Mstep: Class 22 contains 3316 members 
Mstep: Class 23 contains 43900 members 
Mstep: Class 24 contains 13019 members 
Mstep: Class 25 contains 12667 members 
Mstep: Class 26 contains 2893 members 
Mstep: Class 27 contains 10291 members 
Mstep: Class 28 contains 2334 members 
Mstep: Class 29 contains 25531 members 
Mstep: Class 30 contains 35876 members 
Mstep: Class 31 contains 4570 members 
Mstep: Class 32 contains 23746 members 
Mstep: Class 33 contains 12292 members 
Mstep: Class 34 contains 6105 members 
Mstep: Class 35 contains 4672 members 
Mstep: Class 36 contains 2379 members 
Mstep: Class 37 contains 17810 members 
Mstep: Class 38 contains 8799 members 
Mstep: Class 39 contains 4992 members 
Mstep: Class 40 contains 14637 members 
Mstep: Class 41 contains 10860 members 
Mstep: Class 42 contains 13471 members 
Mstep: Class 43 contains 144561 members 
Mstep: Class 44 contains 29284 members 
Mstep: Class 45 contains 2931 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100314568.000000 Penalty: 99580.367188
Iteration 264Q: 46 clusters Score -1.003146e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 8916 members 
Mstep: Class 3 contains 100440 members 
Mstep: Class 4 contains 10465 members 
Mstep: Class 5 contains 2246 members 
Mstep: Class 6 contains 24591 members 
Mstep: Class 7 contains 13965 members 
Mstep: Class 8 contains 8115 members 
Mstep: Class 9 contains 18211 members 
Mstep: Class 10 contains 9487 members 
Mstep: Class 11 contains 8981 members 
Mstep: Class 12 contains 3231 members 
Mstep: Class 13 contains 17962 members 
Mstep: Class 14 contains 38380 members 
Mstep: Class 15 contains 39395 members 
Mstep: Class 16 contains 3748 members 
Mstep: Class 17 contains 5824 members 
Mstep: Class 18 contains 47451 members 
Mstep: Class 19 contains 3485 members 
Mstep: Class 20 contains 3187 members 
Mstep: Class 21 contains 1108 members 
Mstep: Class 22 contains 3316 members 
Mstep: Class 23 contains 43901 members 
Mstep: Class 24 contains 13019 members 
Mstep: Class 25 contains 12667 members 
Mstep: Class 26 contains 2893 members 
Mstep: Class 27 contains 10291 members 
Mstep: Class 28 contains 2334 members 
Mstep: Class 29 contains 25530 members 
Mstep: Class 30 contains 35875 members 
Mstep: Class 31 contains 4571 members 
Mstep: Class 32 contains 23746 members 
Mstep: Class 33 contains 12293 members 
Mstep: Class 34 contains 6105 members 
Mstep: Class 35 contains 4672 members 
Mstep: Class 36 contains 2379 members 
Mstep: Class 37 contains 17810 members 
Mstep: Class 38 contains 8799 members 
Mstep: Class 39 contains 4992 members 
Mstep: Class 40 contains 14637 members 
Mstep: Class 41 contains 10860 members 
Mstep: Class 42 contains 13471 members 
Mstep: Class 43 contains 144560 members 
Mstep: Class 44 contains 29284 members 
Mstep: Class 45 contains 2931 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100314624.000000 Penalty: 99580.367188
Iteration 265Q: 46 clusters Score -1.003146e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 8916 members 
Mstep: Class 3 contains 100441 members 
Mstep: Class 4 contains 10465 members 
Mstep: Class 5 contains 2246 members 
Mstep: Class 6 contains 24591 members 
Mstep: Class 7 contains 13965 members 
Mstep: Class 8 contains 8114 members 
Mstep: Class 9 contains 18211 members 
Mstep: Class 10 contains 9487 members 
Mstep: Class 11 contains 8983 members 
Mstep: Class 12 contains 3231 members 
Mstep: Class 13 contains 17962 members 
Mstep: Class 14 contains 38380 members 
Mstep: Class 15 contains 39391 members 
Mstep: Class 16 contains 3748 members 
Mstep: Class 17 contains 5824 members 
Mstep: Class 18 contains 47451 members 
Mstep: Class 19 contains 3485 members 
Mstep: Class 20 contains 3187 members 
Mstep: Class 21 contains 1108 members 
Mstep: Class 22 contains 3316 members 
Mstep: Class 23 contains 43901 members 
Mstep: Class 24 contains 13019 members 
Mstep: Class 25 contains 12667 members 
Mstep: Class 26 contains 2893 members 
Mstep: Class 27 contains 10291 members 
Mstep: Class 28 contains 2334 members 
Mstep: Class 29 contains 25531 members 
Mstep: Class 30 contains 35875 members 
Mstep: Class 31 contains 4572 members 
Mstep: Class 32 contains 23746 members 
Mstep: Class 33 contains 12293 members 
Mstep: Class 34 contains 6105 members 
Mstep: Class 35 contains 4672 members 
Mstep: Class 36 contains 2379 members 
Mstep: Class 37 contains 17811 members 
Mstep: Class 38 contains 8799 members 
Mstep: Class 39 contains 4992 members 
Mstep: Class 40 contains 14636 members 
Mstep: Class 41 contains 10860 members 
Mstep: Class 42 contains 13471 members 
Mstep: Class 43 contains 144560 members 
Mstep: Class 44 contains 29284 members 
Mstep: Class 45 contains 2931 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100314600.000000 Penalty: 99580.367188
Iteration 266Q: 46 clusters Score -1.003146e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 8916 members 
Mstep: Class 3 contains 100440 members 
Mstep: Class 4 contains 10465 members 
Mstep: Class 5 contains 2246 members 
Mstep: Class 6 contains 24591 members 
Mstep: Class 7 contains 13965 members 
Mstep: Class 8 contains 8114 members 
Mstep: Class 9 contains 18211 members 
Mstep: Class 10 contains 9487 members 
Mstep: Class 11 contains 8984 members 
Mstep: Class 12 contains 3231 members 
Mstep: Class 13 contains 17961 members 
Mstep: Class 14 contains 38379 members 
Mstep: Class 15 contains 39389 members 
Mstep: Class 16 contains 3748 members 
Mstep: Class 17 contains 5824 members 
Mstep: Class 18 contains 47451 members 
Mstep: Class 19 contains 3485 members 
Mstep: Class 20 contains 3187 members 
Mstep: Class 21 contains 1108 members 
Mstep: Class 22 contains 3316 members 
Mstep: Class 23 contains 43901 members 
Mstep: Class 24 contains 13019 members 
Mstep: Class 25 contains 12667 members 
Mstep: Class 26 contains 2893 members 
Mstep: Class 27 contains 10292 members 
Mstep: Class 28 contains 2334 members 
Mstep: Class 29 contains 25533 members 
Mstep: Class 30 contains 35874 members 
Mstep: Class 31 contains 4572 members 
Mstep: Class 32 contains 23745 members 
Mstep: Class 33 contains 12294 members 
Mstep: Class 34 contains 6105 members 
Mstep: Class 35 contains 4672 members 
Mstep: Class 36 contains 2379 members 
Mstep: Class 37 contains 17813 members 
Mstep: Class 38 contains 8799 members 
Mstep: Class 39 contains 4993 members 
Mstep: Class 40 contains 14635 members 
Mstep: Class 41 contains 10860 members 
Mstep: Class 42 contains 13471 members 
Mstep: Class 43 contains 144560 members 
Mstep: Class 44 contains 29284 members 
Mstep: Class 45 contains 2931 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100314592.000000 Penalty: 99580.367188
Iteration 267Q: 46 clusters Score -1.003146e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 8916 members 
Mstep: Class 3 contains 100439 members 
Mstep: Class 4 contains 10465 members 
Mstep: Class 5 contains 2246 members 
Mstep: Class 6 contains 24591 members 
Mstep: Class 7 contains 13965 members 
Mstep: Class 8 contains 8114 members 
Mstep: Class 9 contains 18211 members 
Mstep: Class 10 contains 9487 members 
Mstep: Class 11 contains 8988 members 
Mstep: Class 12 contains 3231 members 
Mstep: Class 13 contains 17961 members 
Mstep: Class 14 contains 38379 members 
Mstep: Class 15 contains 39386 members 
Mstep: Class 16 contains 3748 members 
Mstep: Class 17 contains 5824 members 
Mstep: Class 18 contains 47450 members 
Mstep: Class 19 contains 3485 members 
Mstep: Class 20 contains 3187 members 
Mstep: Class 21 contains 1108 members 
Mstep: Class 22 contains 3316 members 
Mstep: Class 23 contains 43900 members 
Mstep: Class 24 contains 13020 members 
Mstep: Class 25 contains 12667 members 
Mstep: Class 26 contains 2893 members 
Mstep: Class 27 contains 10292 members 
Mstep: Class 28 contains 2334 members 
Mstep: Class 29 contains 25535 members 
Mstep: Class 30 contains 35872 members 
Mstep: Class 31 contains 4572 members 
Mstep: Class 32 contains 23743 members 
Mstep: Class 33 contains 12294 members 
Mstep: Class 34 contains 6105 members 
Mstep: Class 35 contains 4672 members 
Mstep: Class 36 contains 2379 members 
Mstep: Class 37 contains 17812 members 
Mstep: Class 38 contains 8799 members 
Mstep: Class 39 contains 4993 members 
Mstep: Class 40 contains 14637 members 
Mstep: Class 41 contains 10860 members 
Mstep: Class 42 contains 13471 members 
Mstep: Class 43 contains 144562 members 
Mstep: Class 44 contains 29284 members 
Mstep: Class 45 contains 2931 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100314576.000000 Penalty: 99580.367188
Iteration 268Q: 46 clusters Score -1.003146e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 8916 members 
Mstep: Class 3 contains 100440 members 
Mstep: Class 4 contains 10465 members 
Mstep: Class 5 contains 2246 members 
Mstep: Class 6 contains 24591 members 
Mstep: Class 7 contains 13964 members 
Mstep: Class 8 contains 8114 members 
Mstep: Class 9 contains 18211 members 
Mstep: Class 10 contains 9487 members 
Mstep: Class 11 contains 8993 members 
Mstep: Class 12 contains 3231 members 
Mstep: Class 13 contains 17961 members 
Mstep: Class 14 contains 38379 members 
Mstep: Class 15 contains 39382 members 
Mstep: Class 16 contains 3748 members 
Mstep: Class 17 contains 5824 members 
Mstep: Class 18 contains 47448 members 
Mstep: Class 19 contains 3485 members 
Mstep: Class 20 contains 3187 members 
Mstep: Class 21 contains 1108 members 
Mstep: Class 22 contains 3316 members 
Mstep: Class 23 contains 43900 members 
Mstep: Class 24 contains 13020 members 
Mstep: Class 25 contains 12667 members 
Mstep: Class 26 contains 2893 members 
Mstep: Class 27 contains 10292 members 
Mstep: Class 28 contains 2334 members 
Mstep: Class 29 contains 25536 members 
Mstep: Class 30 contains 35873 members 
Mstep: Class 31 contains 4572 members 
Mstep: Class 32 contains 23743 members 
Mstep: Class 33 contains 12295 members 
Mstep: Class 34 contains 6105 members 
Mstep: Class 35 contains 4672 members 
Mstep: Class 36 contains 2379 members 
Mstep: Class 37 contains 17812 members 
Mstep: Class 38 contains 8799 members 
Mstep: Class 39 contains 4993 members 
Mstep: Class 40 contains 14636 members 
Mstep: Class 41 contains 10860 members 
Mstep: Class 42 contains 13471 members 
Mstep: Class 43 contains 144561 members 
Mstep: Class 44 contains 29284 members 
Mstep: Class 45 contains 2931 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100314608.000000 Penalty: 99580.367188
Iteration 269Q: 46 clusters Score -1.003146e+08 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 8916 members 
Mstep: Class 3 contains 100441 members 
Mstep: Class 4 contains 10465 members 
Mstep: Class 5 contains 2246 members 
Mstep: Class 6 contains 24591 members 
Mstep: Class 7 contains 13965 members 
Mstep: Class 8 contains 8114 members 
Mstep: Class 9 contains 18211 members 
Mstep: Class 10 contains 9487 members 
Mstep: Class 11 contains 8998 members 
Mstep: Class 12 contains 3231 members 
Mstep: Class 13 contains 17961 members 
Mstep: Class 14 contains 38377 members 
Mstep: Class 15 contains 39379 members 
Mstep: Class 16 contains 3748 members 
Mstep: Class 17 contains 5824 members 
Mstep: Class 18 contains 47446 members 
Mstep: Class 19 contains 3485 members 
Mstep: Class 20 contains 3188 members 
Mstep: Class 21 contains 1108 members 
Mstep: Class 22 contains 3316 members 
Mstep: Class 23 contains 43900 members 
Mstep: Class 24 contains 13020 members 
Mstep: Class 25 contains 12667 members 
Mstep: Class 26 contains 2893 members 
Mstep: Class 27 contains 10292 members 
Mstep: Class 28 contains 2334 members 
Mstep: Class 29 contains 25534 members 
Mstep: Class 30 contains 35870 members 
Mstep: Class 31 contains 4572 members 
Mstep: Class 32 contains 23744 members 
Mstep: Class 33 contains 12298 members 
Mstep: Class 34 contains 6105 members 
Mstep: Class 35 contains 4672 members 
Mstep: Class 36 contains 2379 members 
Mstep: Class 37 contains 17814 members 
Mstep: Class 38 contains 8799 members 
Mstep: Class 39 contains 4993 members 
Mstep: Class 40 contains 14634 members 
Mstep: Class 41 contains 10860 members 
Mstep: Class 42 contains 13471 members 
Mstep: Class 43 contains 144560 members 
Mstep: Class 44 contains 29284 members 
Mstep: Class 45 contains 2932 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100314512.000000 Penalty: 99580.367188
Iteration 270Q: 46 clusters Score -1.003145e+08 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 8916 members 
Mstep: Class 3 contains 100440 members 
Mstep: Class 4 contains 10465 members 
Mstep: Class 5 contains 2246 members 
Mstep: Class 6 contains 24591 members 
Mstep: Class 7 contains 13964 members 
Mstep: Class 8 contains 8114 members 
Mstep: Class 9 contains 18211 members 
Mstep: Class 10 contains 9487 members 
Mstep: Class 11 contains 9004 members 
Mstep: Class 12 contains 3231 members 
Mstep: Class 13 contains 17958 members 
Mstep: Class 14 contains 38376 members 
Mstep: Class 15 contains 39374 members 
Mstep: Class 16 contains 3748 members 
Mstep: Class 17 contains 5824 members 
Mstep: Class 18 contains 47446 members 
Mstep: Class 19 contains 3485 members 
Mstep: Class 20 contains 3188 members 
Mstep: Class 21 contains 1108 members 
Mstep: Class 22 contains 3316 members 
Mstep: Class 23 contains 43899 members 
Mstep: Class 24 contains 13020 members 
Mstep: Class 25 contains 12667 members 
Mstep: Class 26 contains 2893 members 
Mstep: Class 27 contains 10292 members 
Mstep: Class 28 contains 2334 members 
Mstep: Class 29 contains 25529 members 
Mstep: Class 30 contains 35864 members 
Mstep: Class 31 contains 4574 members 
Mstep: Class 32 contains 23744 members 
Mstep: Class 33 contains 12305 members 
Mstep: Class 34 contains 6105 members 
Mstep: Class 35 contains 4672 members 
Mstep: Class 36 contains 2379 members 
Mstep: Class 37 contains 17819 members 
Mstep: Class 38 contains 8799 members 
Mstep: Class 39 contains 4993 members 
Mstep: Class 40 contains 14634 members 
Mstep: Class 41 contains 10860 members 
Mstep: Class 42 contains 13471 members 
Mstep: Class 43 contains 144560 members 
Mstep: Class 44 contains 29286 members 
Mstep: Class 45 contains 2933 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100314584.000000 Penalty: 99580.367188
Iteration 271Q: 46 clusters Score -1.003146e+08 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 8916 members 
Mstep: Class 3 contains 100440 members 
Mstep: Class 4 contains 10465 members 
Mstep: Class 5 contains 2247 members 
Mstep: Class 6 contains 24591 members 
Mstep: Class 7 contains 13965 members 
Mstep: Class 8 contains 8114 members 
Mstep: Class 9 contains 18211 members 
Mstep: Class 10 contains 9487 members 
Mstep: Class 11 contains 9011 members 
Mstep: Class 12 contains 3231 members 
Mstep: Class 13 contains 17957 members 
Mstep: Class 14 contains 38377 members 
Mstep: Class 15 contains 39372 members 
Mstep: Class 16 contains 3747 members 
Mstep: Class 17 contains 5823 members 
Mstep: Class 18 contains 47444 members 
Mstep: Class 19 contains 3485 members 
Mstep: Class 20 contains 3188 members 
Mstep: Class 21 contains 1108 members 
Mstep: Class 22 contains 3316 members 
Mstep: Class 23 contains 43896 members 
Mstep: Class 24 contains 13019 members 
Mstep: Class 25 contains 12667 members 
Mstep: Class 26 contains 2892 members 
Mstep: Class 27 contains 10292 members 
Mstep: Class 28 contains 2334 members 
Mstep: Class 29 contains 25528 members 
Mstep: Class 30 contains 35860 members 
Mstep: Class 31 contains 4576 members 
Mstep: Class 32 contains 23745 members 
Mstep: Class 33 contains 12307 members 
Mstep: Class 34 contains 6105 members 
Mstep: Class 35 contains 4672 members 
Mstep: Class 36 contains 2379 members 
Mstep: Class 37 contains 17823 members 
Mstep: Class 38 contains 8799 members 
Mstep: Class 39 contains 4993 members 
Mstep: Class 40 contains 14631 members 
Mstep: Class 41 contains 10860 members 
Mstep: Class 42 contains 13471 members 
Mstep: Class 43 contains 144559 members 
Mstep: Class 44 contains 29286 members 
Mstep: Class 45 contains 2935 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100314496.000000 Penalty: 99580.367188
Iteration 272Q: 46 clusters Score -1.003145e+08 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 8916 members 
Mstep: Class 3 contains 100437 members 
Mstep: Class 4 contains 10465 members 
Mstep: Class 5 contains 2248 members 
Mstep: Class 6 contains 24591 members 
Mstep: Class 7 contains 13966 members 
Mstep: Class 8 contains 8113 members 
Mstep: Class 9 contains 18211 members 
Mstep: Class 10 contains 9487 members 
Mstep: Class 11 contains 9015 members 
Mstep: Class 12 contains 3231 members 
Mstep: Class 13 contains 17957 members 
Mstep: Class 14 contains 38376 members 
Mstep: Class 15 contains 39374 members 
Mstep: Class 16 contains 3746 members 
Mstep: Class 17 contains 5823 members 
Mstep: Class 18 contains 47444 members 
Mstep: Class 19 contains 3485 members 
Mstep: Class 20 contains 3188 members 
Mstep: Class 21 contains 1108 members 
Mstep: Class 22 contains 3316 members 
Mstep: Class 23 contains 43895 members 
Mstep: Class 24 contains 13017 members 
Mstep: Class 25 contains 12667 members 
Mstep: Class 26 contains 2892 members 
Mstep: Class 27 contains 10291 members 
Mstep: Class 28 contains 2334 members 
Mstep: Class 29 contains 25528 members 
Mstep: Class 30 contains 35853 members 
Mstep: Class 31 contains 4578 members 
Mstep: Class 32 contains 23746 members 
Mstep: Class 33 contains 12308 members 
Mstep: Class 34 contains 6105 members 
Mstep: Class 35 contains 4672 members 
Mstep: Class 36 contains 2379 members 
Mstep: Class 37 contains 17829 members 
Mstep: Class 38 contains 8799 members 
Mstep: Class 39 contains 4993 members 
Mstep: Class 40 contains 14628 members 
Mstep: Class 41 contains 10860 members 
Mstep: Class 42 contains 13471 members 
Mstep: Class 43 contains 144559 members 
Mstep: Class 44 contains 29287 members 
Mstep: Class 45 contains 2936 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100314520.000000 Penalty: 99580.367188
Iteration 273Q: 46 clusters Score -1.003145e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 8916 members 
Mstep: Class 3 contains 100437 members 
Mstep: Class 4 contains 10465 members 
Mstep: Class 5 contains 2248 members 
Mstep: Class 6 contains 24591 members 
Mstep: Class 7 contains 13965 members 
Mstep: Class 8 contains 8113 members 
Mstep: Class 9 contains 18212 members 
Mstep: Class 10 contains 9487 members 
Mstep: Class 11 contains 9017 members 
Mstep: Class 12 contains 3231 members 
Mstep: Class 13 contains 17955 members 
Mstep: Class 14 contains 38376 members 
Mstep: Class 15 contains 39375 members 
Mstep: Class 16 contains 3745 members 
Mstep: Class 17 contains 5823 members 
Mstep: Class 18 contains 47444 members 
Mstep: Class 19 contains 3485 members 
Mstep: Class 20 contains 3187 members 
Mstep: Class 21 contains 1108 members 
Mstep: Class 22 contains 3316 members 
Mstep: Class 23 contains 43895 members 
Mstep: Class 24 contains 13015 members 
Mstep: Class 25 contains 12667 members 
Mstep: Class 26 contains 2892 members 
Mstep: Class 27 contains 10291 members 
Mstep: Class 28 contains 2334 members 
Mstep: Class 29 contains 25529 members 
Mstep: Class 30 contains 35853 members 
Mstep: Class 31 contains 4578 members 
Mstep: Class 32 contains 23746 members 
Mstep: Class 33 contains 12307 members 
Mstep: Class 34 contains 6105 members 
Mstep: Class 35 contains 4672 members 
Mstep: Class 36 contains 2379 members 
Mstep: Class 37 contains 17832 members 
Mstep: Class 38 contains 8799 members 
Mstep: Class 39 contains 4993 members 
Mstep: Class 40 contains 14628 members 
Mstep: Class 41 contains 10860 members 
Mstep: Class 42 contains 13471 members 
Mstep: Class 43 contains 144558 members 
Mstep: Class 44 contains 29286 members 
Mstep: Class 45 contains 2938 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100314568.000000 Penalty: 99580.367188
Iteration 274Q: 46 clusters Score -1.003146e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 8916 members 
Mstep: Class 3 contains 100437 members 
Mstep: Class 4 contains 10465 members 
Mstep: Class 5 contains 2248 members 
Mstep: Class 6 contains 24591 members 
Mstep: Class 7 contains 13965 members 
Mstep: Class 8 contains 8113 members 
Mstep: Class 9 contains 18211 members 
Mstep: Class 10 contains 9487 members 
Mstep: Class 11 contains 9017 members 
Mstep: Class 12 contains 3231 members 
Mstep: Class 13 contains 17956 members 
Mstep: Class 14 contains 38376 members 
Mstep: Class 15 contains 39376 members 
Mstep: Class 16 contains 3744 members 
Mstep: Class 17 contains 5823 members 
Mstep: Class 18 contains 47443 members 
Mstep: Class 19 contains 3485 members 
Mstep: Class 20 contains 3187 members 
Mstep: Class 21 contains 1108 members 
Mstep: Class 22 contains 3316 members 
Mstep: Class 23 contains 43895 members 
Mstep: Class 24 contains 13014 members 
Mstep: Class 25 contains 12667 members 
Mstep: Class 26 contains 2892 members 
Mstep: Class 27 contains 10291 members 
Mstep: Class 28 contains 2334 members 
Mstep: Class 29 contains 25531 members 
Mstep: Class 30 contains 35853 members 
Mstep: Class 31 contains 4578 members 
Mstep: Class 32 contains 23746 members 
Mstep: Class 33 contains 12307 members 
Mstep: Class 34 contains 6105 members 
Mstep: Class 35 contains 4672 members 
Mstep: Class 36 contains 2379 members 
Mstep: Class 37 contains 17833 members 
Mstep: Class 38 contains 8799 members 
Mstep: Class 39 contains 4993 members 
Mstep: Class 40 contains 14626 members 
Mstep: Class 41 contains 10860 members 
Mstep: Class 42 contains 13471 members 
Mstep: Class 43 contains 144558 members 
Mstep: Class 44 contains 29286 members 
Mstep: Class 45 contains 2939 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100314600.000000 Penalty: 99580.367188
Iteration 275Q: 46 clusters Score -1.003146e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 8916 members 
Mstep: Class 3 contains 100437 members 
Mstep: Class 4 contains 10465 members 
Mstep: Class 5 contains 2248 members 
Mstep: Class 6 contains 24591 members 
Mstep: Class 7 contains 13965 members 
Mstep: Class 8 contains 8113 members 
Mstep: Class 9 contains 18211 members 
Mstep: Class 10 contains 9487 members 
Mstep: Class 11 contains 9021 members 
Mstep: Class 12 contains 3231 members 
Mstep: Class 13 contains 17956 members 
Mstep: Class 14 contains 38376 members 
Mstep: Class 15 contains 39375 members 
Mstep: Class 16 contains 3743 members 
Mstep: Class 17 contains 5823 members 
Mstep: Class 18 contains 47442 members 
Mstep: Class 19 contains 3485 members 
Mstep: Class 20 contains 3187 members 
Mstep: Class 21 contains 1108 members 
Mstep: Class 22 contains 3316 members 
Mstep: Class 23 contains 43895 members 
Mstep: Class 24 contains 13014 members 
Mstep: Class 25 contains 12667 members 
Mstep: Class 26 contains 2892 members 
Mstep: Class 27 contains 10292 members 
Mstep: Class 28 contains 2334 members 
Mstep: Class 29 contains 25529 members 
Mstep: Class 30 contains 35851 members 
Mstep: Class 31 contains 4578 members 
Mstep: Class 32 contains 23747 members 
Mstep: Class 33 contains 12307 members 
Mstep: Class 34 contains 6105 members 
Mstep: Class 35 contains 4672 members 
Mstep: Class 36 contains 2379 members 
Mstep: Class 37 contains 17833 members 
Mstep: Class 38 contains 8799 members 
Mstep: Class 39 contains 4993 members 
Mstep: Class 40 contains 14625 members 
Mstep: Class 41 contains 10860 members 
Mstep: Class 42 contains 13471 members 
Mstep: Class 43 contains 144559 members 
Mstep: Class 44 contains 29287 members 
Mstep: Class 45 contains 2939 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100314624.000000 Penalty: 99580.367188
Iteration 276Q: 46 clusters Score -1.003146e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 8916 members 
Mstep: Class 3 contains 100438 members 
Mstep: Class 4 contains 10465 members 
Mstep: Class 5 contains 2248 members 
Mstep: Class 6 contains 24591 members 
Mstep: Class 7 contains 13965 members 
Mstep: Class 8 contains 8114 members 
Mstep: Class 9 contains 18211 members 
Mstep: Class 10 contains 9487 members 
Mstep: Class 11 contains 9024 members 
Mstep: Class 12 contains 3231 members 
Mstep: Class 13 contains 17956 members 
Mstep: Class 14 contains 38376 members 
Mstep: Class 15 contains 39372 members 
Mstep: Class 16 contains 3743 members 
Mstep: Class 17 contains 5823 members 
Mstep: Class 18 contains 47441 members 
Mstep: Class 19 contains 3485 members 
Mstep: Class 20 contains 3187 members 
Mstep: Class 21 contains 1108 members 
Mstep: Class 22 contains 3316 members 
Mstep: Class 23 contains 43895 members 
Mstep: Class 24 contains 13014 members 
Mstep: Class 25 contains 12667 members 
Mstep: Class 26 contains 2892 members 
Mstep: Class 27 contains 10293 members 
Mstep: Class 28 contains 2334 members 
Mstep: Class 29 contains 25530 members 
Mstep: Class 30 contains 35849 members 
Mstep: Class 31 contains 4578 members 
Mstep: Class 32 contains 23747 members 
Mstep: Class 33 contains 12307 members 
Mstep: Class 34 contains 6105 members 
Mstep: Class 35 contains 4672 members 
Mstep: Class 36 contains 2379 members 
Mstep: Class 37 contains 17833 members 
Mstep: Class 38 contains 8799 members 
Mstep: Class 39 contains 4993 members 
Mstep: Class 40 contains 14623 members 
Mstep: Class 41 contains 10860 members 
Mstep: Class 42 contains 13472 members 
Mstep: Class 43 contains 144560 members 
Mstep: Class 44 contains 29286 members 
Mstep: Class 45 contains 2939 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100314584.000000 Penalty: 99580.367188
Iteration 277Q: 46 clusters Score -1.003146e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 8916 members 
Mstep: Class 3 contains 100439 members 
Mstep: Class 4 contains 10465 members 
Mstep: Class 5 contains 2248 members 
Mstep: Class 6 contains 24590 members 
Mstep: Class 7 contains 13966 members 
Mstep: Class 8 contains 8114 members 
Mstep: Class 9 contains 18211 members 
Mstep: Class 10 contains 9487 members 
Mstep: Class 11 contains 9025 members 
Mstep: Class 12 contains 3231 members 
Mstep: Class 13 contains 17956 members 
Mstep: Class 14 contains 38376 members 
Mstep: Class 15 contains 39371 members 
Mstep: Class 16 contains 3743 members 
Mstep: Class 17 contains 5823 members 
Mstep: Class 18 contains 47442 members 
Mstep: Class 19 contains 3485 members 
Mstep: Class 20 contains 3187 members 
Mstep: Class 21 contains 1108 members 
Mstep: Class 22 contains 3316 members 
Mstep: Class 23 contains 43895 members 
Mstep: Class 24 contains 13014 members 
Mstep: Class 25 contains 12667 members 
Mstep: Class 26 contains 2892 members 
Mstep: Class 27 contains 10292 members 
Mstep: Class 28 contains 2334 members 
Mstep: Class 29 contains 25530 members 
Mstep: Class 30 contains 35847 members 
Mstep: Class 31 contains 4577 members 
Mstep: Class 32 contains 23748 members 
Mstep: Class 33 contains 12307 members 
Mstep: Class 34 contains 6105 members 
Mstep: Class 35 contains 4672 members 
Mstep: Class 36 contains 2379 members 
Mstep: Class 37 contains 17832 members 
Mstep: Class 38 contains 8799 members 
Mstep: Class 39 contains 4993 members 
Mstep: Class 40 contains 14623 members 
Mstep: Class 41 contains 10860 members 
Mstep: Class 42 contains 13472 members 
Mstep: Class 43 contains 144560 members 
Mstep: Class 44 contains 29289 members 
Mstep: Class 45 contains 2938 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100314568.000000 Penalty: 99580.367188
Iteration 278Q: 46 clusters Score -1.003146e+08 nChanged 9
Entering ConstructFrom: 
Score: -100314568.000000 Penalty: 99580.367188
Entering ConstructFrom: 
Trying to split cluster 1 (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: -48344.582031 Penalty: 993.113464
	Iteration 0F: 2 clusters Score -48344.58 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 233 members 
Entering Unmasked Estep 
Score: -47428.199219 Penalty: 1986.226929
	Iteration 0F: 3 clusters Score -47428.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -47664.156250 Penalty: 1986.226929
	Iteration 1F: 3 clusters Score -47664.16 nChanged 31
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: -47723.531250 Penalty: 1986.226929
	Iteration 2F: 3 clusters Score -47723.53 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -47756.523438 Penalty: 1986.226929
	Iteration 3Q: 3 clusters Score -47756.52 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -47783.613281 Penalty: 1986.226929
	Iteration 4Q: 3 clusters Score -47783.61 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -47804.937500 Penalty: 1986.226929
	Iteration 5Q: 3 clusters Score -47804.94 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -47817.089844 Penalty: 1986.226929
	Iteration 6Q: 3 clusters Score -47817.09 nChanged 11
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: -47833.437500 Penalty: 1986.226929
	Iteration 7Q: 3 clusters Score -47833.44 nChanged 12
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: -47849.210938 Penalty: 1986.226929
	Iteration 8Q: 3 clusters Score -47849.21 nChanged 7
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: -47866.718750 Penalty: 1986.226929
	Iteration 9Q: 3 clusters Score -47866.72 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -47883.953125 Penalty: 1986.226929
	Iteration 10Q: 3 clusters Score -47883.95 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -47892.914062 Penalty: 1986.226929
	Iteration 11Q: 3 clusters Score -47892.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -47900.023438 Penalty: 1986.226929
	Iteration 12Q: 3 clusters Score -47900.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -47905.152344 Penalty: 1986.226929
	Iteration 13Q: 3 clusters Score -47905.15 nChanged 5
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: -47910.851562 Penalty: 1986.226929
	Iteration 14Q: 3 clusters Score -47910.85 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -47919.738281 Penalty: 1986.226929
	Iteration 15Q: 3 clusters Score -47919.74 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -47921.941406 Penalty: 1986.226929
	Iteration 16Q: 3 clusters Score -47921.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -47921.941406 Penalty: 1986.226929
	Iteration 17F: 3 clusters Score -47921.94 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (8916 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8916 members 
Entering Unmasked Estep 
Score: -1114699.250000 Penalty: 1478.035522
	Iteration 0F: 2 clusters Score -1114699 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -1108196.125000 Penalty: 2956.071045
	Iteration 0F: 3 clusters Score -1108196 nChanged 3821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -1110239.500000 Penalty: 2956.071045
	Iteration 1F: 3 clusters Score -1110240 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -1110508.625000 Penalty: 2956.071045
	Iteration 2F: 3 clusters Score -1110509 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -1110715.750000 Penalty: 2956.071045
	Iteration 3F: 3 clusters Score -1110716 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -1110943.625000 Penalty: 2956.071045
	Iteration 4Q: 3 clusters Score -1110944 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -1111226.125000 Penalty: 2956.071045
	Iteration 5F: 3 clusters Score -1111226 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -1111487.375000 Penalty: 2956.071045
	Iteration 6F: 3 clusters Score -1111487 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -1111711.125000 Penalty: 2956.071045
	Iteration 7Q: 3 clusters Score -1111711 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -1111898.125000 Penalty: 2956.071045
	Iteration 8Q: 3 clusters Score -1111898 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -1112056.750000 Penalty: 2956.071045
	Iteration 9Q: 3 clusters Score -1112057 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -1112200.375000 Penalty: 2956.071045
	Iteration 10Q: 3 clusters Score -1112200 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -1112310.500000 Penalty: 2956.071045
	Iteration 11Q: 3 clusters Score -1112310 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -1112409.000000 Penalty: 2956.071045
	Iteration 12Q: 3 clusters Score -1112409 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -1112517.625000 Penalty: 2956.071045
	Iteration 13Q: 3 clusters Score -1112518 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -1112608.125000 Penalty: 2956.071045
	Iteration 14Q: 3 clusters Score -1112608 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -1112683.500000 Penalty: 2956.071045
	Iteration 15Q: 3 clusters Score -1112684 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -1112744.125000 Penalty: 2956.071045
	Iteration 16Q: 3 clusters Score -1112744 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -1112786.250000 Penalty: 2956.071045
	Iteration 17Q: 3 clusters Score -1112786 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -1112822.875000 Penalty: 2956.071045
	Iteration 18Q: 3 clusters Score -1112823 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 4726 members 
Entering Unmasked Estep 
Score: -1112847.250000 Penalty: 2956.071045
	Iteration 19Q: 3 clusters Score -1112847 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -1112869.500000 Penalty: 2956.071045
	Iteration 20F: 3 clusters Score -1112870 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -1112887.625000 Penalty: 2956.071045
	Iteration 21Q: 3 clusters Score -1112888 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -1112896.000000 Penalty: 2956.071045
	Iteration 22Q: 3 clusters Score -1112896 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -1112905.000000 Penalty: 2956.071045
	Iteration 23Q: 3 clusters Score -1112905 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -1112911.750000 Penalty: 2956.071045
	Iteration 24Q: 3 clusters Score -1112912 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -1112917.375000 Penalty: 2956.071045
	Iteration 25Q: 3 clusters Score -1112917 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -1112920.000000 Penalty: 2956.071045
	Iteration 26Q: 3 clusters Score -1112920 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -1112920.250000 Penalty: 2956.071045
	Iteration 27Q: 3 clusters Score -1112920 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -1112925.000000 Penalty: 2956.071045
	Iteration 28Q: 3 clusters Score -1112925 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -1112927.250000 Penalty: 2956.071045
	Iteration 29Q: 3 clusters Score -1112927 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -1112927.250000 Penalty: 2956.071045
	Iteration 30Q: 3 clusters Score -1112927 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -1112926.375000 Penalty: 2956.071045
	Iteration 31Q: 3 clusters Score -1112926 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -1112928.750000 Penalty: 2956.071045
	Iteration 32Q: 3 clusters Score -1112929 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -1112928.250000 Penalty: 2956.071045
	Iteration 33Q: 3 clusters Score -1112928 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -1112929.500000 Penalty: 2956.071045
	Iteration 34Q: 3 clusters Score -1112930 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -1112929.250000 Penalty: 2956.071045
	Iteration 35Q: 3 clusters Score -1112929 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -1112929.125000 Penalty: 2956.071045
	Iteration 36Q: 3 clusters Score -1112929 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -1112929.125000 Penalty: 2956.071045
	Iteration 37F: 3 clusters Score -1112929 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (100439 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100439 members 
Entering Unmasked Estep 
Score: -12665893.000000 Penalty: 1871.562134
	Iteration 0F: 2 clusters Score -1.266589e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49979 members 
Mstep: Class 2 contains 50460 members 
Entering Unmasked Estep 
Score: -12599184.000000 Penalty: 3743.124268
	Iteration 0F: 3 clusters Score -1.259918e+07 nChanged 48148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45119 members 
Mstep: Class 2 contains 55320 members 
Entering Unmasked Estep 
Score: -12627939.000000 Penalty: 3743.124268
	Iteration 1F: 3 clusters Score -1.262794e+07 nChanged 4911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41650 members 
Mstep: Class 2 contains 58789 members 
Entering Unmasked Estep 
Score: -12630180.000000 Penalty: 3743.124268
	Iteration 2Q: 3 clusters Score -1.263018e+07 nChanged 6574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36618 members 
Mstep: Class 2 contains 63821 members 
Entering Unmasked Estep 
Score: -12634122.000000 Penalty: 3743.124268
	Iteration 3F: 3 clusters Score -1.263412e+07 nChanged 8140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30078 members 
Mstep: Class 2 contains 70361 members 
Entering Unmasked Estep 
Score: -12640162.000000 Penalty: 3743.124268
	Iteration 4F: 3 clusters Score -1.264016e+07 nChanged 8412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23158 members 
Mstep: Class 2 contains 77281 members 
Entering Unmasked Estep 
Score: -12646862.000000 Penalty: 3743.124268
	Iteration 5F: 3 clusters Score -1.264686e+07 nChanged 7137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17065 members 
Mstep: Class 2 contains 83374 members 
Entering Unmasked Estep 
Score: -12652138.000000 Penalty: 3743.124268
	Iteration 6F: 3 clusters Score -1.265214e+07 nChanged 5130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12425 members 
Mstep: Class 2 contains 88014 members 
Entering Unmasked Estep 
Score: -12655683.000000 Penalty: 3743.124268
	Iteration 7F: 3 clusters Score -1.265568e+07 nChanged 3708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8845 members 
Mstep: Class 2 contains 91594 members 
Entering Unmasked Estep 
Score: -12658212.000000 Penalty: 3743.124268
	Iteration 8Q: 3 clusters Score -1.265821e+07 nChanged 2789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6080 members 
Mstep: Class 2 contains 94359 members 
Entering Unmasked Estep 
Score: -12660245.000000 Penalty: 3743.124268
	Iteration 9Q: 3 clusters Score -1.266024e+07 nChanged 2126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 96483 members 
Entering Unmasked Estep 
Score: -12661763.000000 Penalty: 3743.124268
	Iteration 10Q: 3 clusters Score -1.266176e+07 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 97932 members 
Entering Unmasked Estep 
Score: -12662816.000000 Penalty: 3743.124268
	Iteration 11Q: 3 clusters Score -1.266282e+07 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 98837 members 
Entering Unmasked Estep 
Score: -12663478.000000 Penalty: 3743.124268
	Iteration 12Q: 3 clusters Score -1.266348e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 99339 members 
Entering Unmasked Estep 
Score: -12663809.000000 Penalty: 3743.124268
	Iteration 13Q: 3 clusters Score -1.266381e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 99617 members 
Entering Unmasked Estep 
Score: -12663995.000000 Penalty: 3743.124268
	Iteration 14Q: 3 clusters Score -1.2664e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 99773 members 
Entering Unmasked Estep 
Score: -12664088.000000 Penalty: 3743.124268
	Iteration 15Q: 3 clusters Score -1.266409e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 99865 members 
Entering Unmasked Estep 
Score: -12664198.000000 Penalty: 3743.124268
	Iteration 16Q: 3 clusters Score -1.26642e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 99918 members 
Entering Unmasked Estep 
Score: -12664247.000000 Penalty: 3743.124268
	Iteration 17Q: 3 clusters Score -1.266425e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 99951 members 
Entering Unmasked Estep 
Score: -12664293.000000 Penalty: 3743.124268
	Iteration 18Q: 3 clusters Score -1.266429e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 99969 members 
Entering Unmasked Estep 
Score: -12664297.000000 Penalty: 3743.124268
	Iteration 19Q: 3 clusters Score -1.26643e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 99987 members 
Entering Unmasked Estep 
Score: -12664306.000000 Penalty: 3743.124268
	Iteration 20F: 3 clusters Score -1.266431e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 99997 members 
Entering Unmasked Estep 
Score: -12664302.000000 Penalty: 3743.124268
	Iteration 21Q: 3 clusters Score -1.26643e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 100004 members 
Entering Unmasked Estep 
Score: -12664306.000000 Penalty: 3743.124268
	Iteration 22Q: 3 clusters Score -1.266431e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 100010 members 
Entering Unmasked Estep 
Score: -12664317.000000 Penalty: 3743.124268
	Iteration 23Q: 3 clusters Score -1.266432e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 100011 members 
Entering Unmasked Estep 
Score: -12664325.000000 Penalty: 3743.124268
	Iteration 24Q: 3 clusters Score -1.266432e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 100019 members 
Entering Unmasked Estep 
Score: -12664316.000000 Penalty: 3743.124268
	Iteration 25Q: 3 clusters Score -1.266432e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 100022 members 
Entering Unmasked Estep 
Score: -12664325.000000 Penalty: 3743.124268
	Iteration 26Q: 3 clusters Score -1.266432e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 100026 members 
Entering Unmasked Estep 
Score: -12664343.000000 Penalty: 3743.124268
	Iteration 27Q: 3 clusters Score -1.266434e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 100030 members 
Entering Unmasked Estep 
Score: -12664338.000000 Penalty: 3743.124268
	Iteration 28Q: 3 clusters Score -1.266434e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 100035 members 
Entering Unmasked Estep 
Score: -12664348.000000 Penalty: 3743.124268
	Iteration 29Q: 3 clusters Score -1.266435e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 100038 members 
Entering Unmasked Estep 
Score: -12664333.000000 Penalty: 3743.124268
	Iteration 30Q: 3 clusters Score -1.266433e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 100045 members 
Entering Unmasked Estep 
Score: -12664344.000000 Penalty: 3743.124268
	Iteration 31Q: 3 clusters Score -1.266434e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 100046 members 
Entering Unmasked Estep 
Score: -12664336.000000 Penalty: 3743.124268
	Iteration 32Q: 3 clusters Score -1.266434e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 100049 members 
Entering Unmasked Estep 
Score: -12664341.000000 Penalty: 3743.124268
	Iteration 33Q: 3 clusters Score -1.266434e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 100049 members 
Entering Unmasked Estep 
Score: -12664346.000000 Penalty: 3743.124268
	Iteration 34Q: 3 clusters Score -1.266435e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 100052 members 
Entering Unmasked Estep 
Score: -12664348.000000 Penalty: 3743.124268
	Iteration 35Q: 3 clusters Score -1.266435e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 100056 members 
Entering Unmasked Estep 
Score: -12664361.000000 Penalty: 3743.124268
	Iteration 36Q: 3 clusters Score -1.266436e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 100058 members 
Entering Unmasked Estep 
Score: -12664361.000000 Penalty: 3743.124268
	Iteration 37Q: 3 clusters Score -1.266436e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 100061 members 
Entering Unmasked Estep 
Score: -12664358.000000 Penalty: 3743.124268
	Iteration 38Q: 3 clusters Score -1.266436e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 100062 members 
Entering Unmasked Estep 
Score: -12664361.000000 Penalty: 3743.124268
	Iteration 39Q: 3 clusters Score -1.266436e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 100063 members 
Entering Unmasked Estep 
Score: -12664362.000000 Penalty: 3743.124268
	Iteration 40F: 3 clusters Score -1.266436e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 100064 members 
Entering Unmasked Estep 
Score: -12664361.000000 Penalty: 3743.124268
	Iteration 41Q: 3 clusters Score -1.266436e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 100067 members 
Entering Unmasked Estep 
Score: -12664366.000000 Penalty: 3743.124268
	Iteration 42Q: 3 clusters Score -1.266437e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 100067 members 
Entering Unmasked Estep 
Score: -12664366.000000 Penalty: 3743.124268
	Iteration 43F: 3 clusters Score -1.266437e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (10465 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10465 members 
Entering Unmasked Estep 
Score: -1363008.625000 Penalty: 1504.066162
	Iteration 0F: 2 clusters Score -1363009 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
Score: -1355514.250000 Penalty: 3008.132324
	Iteration 0F: 3 clusters Score -1355514 nChanged 4630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 5436 members 
Entering Unmasked Estep 
Score: -1358026.375000 Penalty: 3008.132324
	Iteration 1F: 3 clusters Score -1358026 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 5624 members 
Entering Unmasked Estep 
Score: -1358292.375000 Penalty: 3008.132324
	Iteration 2F: 3 clusters Score -1358292 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 5853 members 
Entering Unmasked Estep 
Score: -1358515.000000 Penalty: 3008.132324
	Iteration 3Q: 3 clusters Score -1358515 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 6135 members 
Entering Unmasked Estep 
Score: -1358707.625000 Penalty: 3008.132324
	Iteration 4Q: 3 clusters Score -1358708 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 6495 members 
Entering Unmasked Estep 
Score: -1358930.250000 Penalty: 3008.132324
	Iteration 5Q: 3 clusters Score -1358930 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 6921 members 
Entering Unmasked Estep 
Score: -1359218.375000 Penalty: 3008.132324
	Iteration 6Q: 3 clusters Score -1359218 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 7411 members 
Entering Unmasked Estep 
Score: -1359546.250000 Penalty: 3008.132324
	Iteration 7F: 3 clusters Score -1359546 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 7907 members 
Entering Unmasked Estep 
Score: -1359905.750000 Penalty: 3008.132324
	Iteration 8F: 3 clusters Score -1359906 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 8393 members 
Entering Unmasked Estep 
Score: -1360279.250000 Penalty: 3008.132324
	Iteration 9Q: 3 clusters Score -1360279 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 8816 members 
Entering Unmasked Estep 
Score: -1360633.375000 Penalty: 3008.132324
	Iteration 10Q: 3 clusters Score -1360633 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 9152 members 
Entering Unmasked Estep 
Score: -1360949.625000 Penalty: 3008.132324
	Iteration 11Q: 3 clusters Score -1360950 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 9413 members 
Entering Unmasked Estep 
Score: -1361210.750000 Penalty: 3008.132324
	Iteration 12Q: 3 clusters Score -1361211 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 9601 members 
Entering Unmasked Estep 
Score: -1361391.750000 Penalty: 3008.132324
	Iteration 13Q: 3 clusters Score -1361392 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 9735 members 
Entering Unmasked Estep 
Score: -1361520.250000 Penalty: 3008.132324
	Iteration 14Q: 3 clusters Score -1361520 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 9809 members 
Entering Unmasked Estep 
Score: -1361594.875000 Penalty: 3008.132324
	Iteration 15Q: 3 clusters Score -1361595 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 9851 members 
Entering Unmasked Estep 
Score: -1361643.500000 Penalty: 3008.132324
	Iteration 16Q: 3 clusters Score -1361644 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 9890 members 
Entering Unmasked Estep 
Score: -1361673.250000 Penalty: 3008.132324
	Iteration 17Q: 3 clusters Score -1361673 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 9921 members 
Entering Unmasked Estep 
Score: -1361701.625000 Penalty: 3008.132324
	Iteration 18Q: 3 clusters Score -1361702 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 9940 members 
Entering Unmasked Estep 
Score: -1361716.125000 Penalty: 3008.132324
	Iteration 19Q: 3 clusters Score -1361716 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 9955 members 
Entering Unmasked Estep 
Score: -1361726.500000 Penalty: 3008.132324
	Iteration 20F: 3 clusters Score -1361726 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 9969 members 
Entering Unmasked Estep 
Score: -1361736.250000 Penalty: 3008.132324
	Iteration 21Q: 3 clusters Score -1361736 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 9981 members 
Entering Unmasked Estep 
Score: -1361744.500000 Penalty: 3008.132324
	Iteration 22Q: 3 clusters Score -1361744 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 9991 members 
Entering Unmasked Estep 
Score: -1361756.500000 Penalty: 3008.132324
	Iteration 23Q: 3 clusters Score -1361756 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 10000 members 
Entering Unmasked Estep 
Score: -1361767.125000 Penalty: 3008.132324
	Iteration 24Q: 3 clusters Score -1361767 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 10014 members 
Entering Unmasked Estep 
Score: -1361780.750000 Penalty: 3008.132324
	Iteration 25Q: 3 clusters Score -1361781 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 10018 members 
Entering Unmasked Estep 
Score: -1361795.875000 Penalty: 3008.132324
	Iteration 26Q: 3 clusters Score -1361796 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 10023 members 
Entering Unmasked Estep 
Score: -1361820.500000 Penalty: 3008.132324
	Iteration 27Q: 3 clusters Score -1361820 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 10026 members 
Entering Unmasked Estep 
Score: -1361843.500000 Penalty: 3008.132324
	Iteration 28Q: 3 clusters Score -1361844 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 10031 members 
Entering Unmasked Estep 
Score: -1361858.750000 Penalty: 3008.132324
	Iteration 29Q: 3 clusters Score -1361859 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 10033 members 
Entering Unmasked Estep 
Score: -1361866.875000 Penalty: 3008.132324
	Iteration 30Q: 3 clusters Score -1361867 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 10033 members 
Entering Unmasked Estep 
Score: -1361867.125000 Penalty: 3008.132324
	Iteration 31Q: 3 clusters Score -1361867 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 10036 members 
Entering Unmasked Estep 
Score: -1361872.375000 Penalty: 3008.132324
	Iteration 32Q: 3 clusters Score -1361872 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 10039 members 
Entering Unmasked Estep 
Score: -1361876.125000 Penalty: 3008.132324
	Iteration 33Q: 3 clusters Score -1361876 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 10043 members 
Entering Unmasked Estep 
Score: -1361878.375000 Penalty: 3008.132324
	Iteration 34Q: 3 clusters Score -1361878 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 10043 members 
Entering Unmasked Estep 
Score: -1361881.250000 Penalty: 3008.132324
	Iteration 35Q: 3 clusters Score -1361881 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 10041 members 
Entering Unmasked Estep 
Score: -1361884.875000 Penalty: 3008.132324
	Iteration 36Q: 3 clusters Score -1361885 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 10045 members 
Entering Unmasked Estep 
Score: -1361891.250000 Penalty: 3008.132324
	Iteration 37Q: 3 clusters Score -1361891 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 10045 members 
Entering Unmasked Estep 
Score: -1361900.875000 Penalty: 3008.132324
	Iteration 38Q: 3 clusters Score -1361901 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 10050 members 
Entering Unmasked Estep 
Score: -1361914.875000 Penalty: 3008.132324
	Iteration 39Q: 3 clusters Score -1361915 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 10047 members 
Entering Unmasked Estep 
Score: -1361920.625000 Penalty: 3008.132324
	Iteration 40F: 3 clusters Score -1361921 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 10047 members 
Entering Unmasked Estep 
Score: -1361924.500000 Penalty: 3008.132324
	Iteration 41Q: 3 clusters Score -1361924 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 10047 members 
Entering Unmasked Estep 
Score: -1361926.625000 Penalty: 3008.132324
	Iteration 42Q: 3 clusters Score -1361927 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 10049 members 
Entering Unmasked Estep 
Score: -1361925.625000 Penalty: 3008.132324
	Iteration 43Q: 3 clusters Score -1361926 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 10051 members 
Entering Unmasked Estep 
Score: -1361928.750000 Penalty: 3008.132324
	Iteration 44Q: 3 clusters Score -1361929 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 10053 members 
Entering Unmasked Estep 
Score: -1361931.125000 Penalty: 3008.132324
	Iteration 45Q: 3 clusters Score -1361931 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 10053 members 
Entering Unmasked Estep 
Score: -1361931.875000 Penalty: 3008.132324
	Iteration 46Q: 3 clusters Score -1361932 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 10053 members 
Entering Unmasked Estep 
Score: -1361931.875000 Penalty: 3008.132324
	Iteration 47F: 3 clusters Score -1361932 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (2248 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Entering Unmasked Estep 
Score: -267706.281250 Penalty: 1254.141846
	Iteration 0F: 2 clusters Score -267706.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -265482.843750 Penalty: 2508.283691
	Iteration 0F: 3 clusters Score -265482.8 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -266069.406250 Penalty: 2508.283691
	Iteration 1F: 3 clusters Score -266069.4 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -266221.406250 Penalty: 2508.283691
	Iteration 2F: 3 clusters Score -266221.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -266323.062500 Penalty: 2508.283691
	Iteration 3F: 3 clusters Score -266323.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -266382.750000 Penalty: 2508.283691
	Iteration 4Q: 3 clusters Score -266382.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -266432.875000 Penalty: 2508.283691
	Iteration 5Q: 3 clusters Score -266432.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -266480.031250 Penalty: 2508.283691
	Iteration 6Q: 3 clusters Score -266480 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -266516.593750 Penalty: 2508.283691
	Iteration 7Q: 3 clusters Score -266516.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -266547.062500 Penalty: 2508.283691
	Iteration 8Q: 3 clusters Score -266547.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -266575.625000 Penalty: 2508.283691
	Iteration 9Q: 3 clusters Score -266575.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -266598.875000 Penalty: 2508.283691
	Iteration 10Q: 3 clusters Score -266598.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -266618.437500 Penalty: 2508.283691
	Iteration 11Q: 3 clusters Score -266618.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -266634.906250 Penalty: 2508.283691
	Iteration 12Q: 3 clusters Score -266634.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -266645.968750 Penalty: 2508.283691
	Iteration 13Q: 3 clusters Score -266646 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -266661.031250 Penalty: 2508.283691
	Iteration 14Q: 3 clusters Score -266661 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -266676.343750 Penalty: 2508.283691
	Iteration 15Q: 3 clusters Score -266676.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -266693.968750 Penalty: 2508.283691
	Iteration 16Q: 3 clusters Score -266694 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -266706.312500 Penalty: 2508.283691
	Iteration 17Q: 3 clusters Score -266706.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -266715.500000 Penalty: 2508.283691
	Iteration 18Q: 3 clusters Score -266715.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -266724.125000 Penalty: 2508.283691
	Iteration 19Q: 3 clusters Score -266724.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -266732.687500 Penalty: 2508.283691
	Iteration 20F: 3 clusters Score -266732.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -266743.218750 Penalty: 2508.283691
	Iteration 21Q: 3 clusters Score -266743.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -266755.656250 Penalty: 2508.283691
	Iteration 22Q: 3 clusters Score -266755.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -266763.312500 Penalty: 2508.283691
	Iteration 23Q: 3 clusters Score -266763.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -266777.250000 Penalty: 2508.283691
	Iteration 24Q: 3 clusters Score -266777.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -266791.375000 Penalty: 2508.283691
	Iteration 25Q: 3 clusters Score -266791.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -266802.406250 Penalty: 2508.283691
	Iteration 26Q: 3 clusters Score -266802.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -266811.125000 Penalty: 2508.283691
	Iteration 27Q: 3 clusters Score -266811.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -266814.562500 Penalty: 2508.283691
	Iteration 28Q: 3 clusters Score -266814.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -266820.375000 Penalty: 2508.283691
	Iteration 29Q: 3 clusters Score -266820.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -266825.937500 Penalty: 2508.283691
	Iteration 30Q: 3 clusters Score -266825.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -266828.500000 Penalty: 2508.283691
	Iteration 31Q: 3 clusters Score -266828.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -266830.593750 Penalty: 2508.283691
	Iteration 32Q: 3 clusters Score -266830.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -266835.531250 Penalty: 2508.283691
	Iteration 33Q: 3 clusters Score -266835.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -266839.937500 Penalty: 2508.283691
	Iteration 34Q: 3 clusters Score -266839.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -266842.968750 Penalty: 2508.283691
	Iteration 35Q: 3 clusters Score -266843 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -266845.906250 Penalty: 2508.283691
	Iteration 36Q: 3 clusters Score -266845.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -266848.156250 Penalty: 2508.283691
	Iteration 37Q: 3 clusters Score -266848.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -266848.750000 Penalty: 2508.283691
	Iteration 38Q: 3 clusters Score -266848.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -266849.781250 Penalty: 2508.283691
	Iteration 39Q: 3 clusters Score -266849.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -266851.437500 Penalty: 2508.283691
	Iteration 40F: 3 clusters Score -266851.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -266854.125000 Penalty: 2508.283691
	Iteration 41Q: 3 clusters Score -266854.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -266857.625000 Penalty: 2508.283691
	Iteration 42Q: 3 clusters Score -266857.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -266861.468750 Penalty: 2508.283691
	Iteration 43Q: 3 clusters Score -266861.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -266863.031250 Penalty: 2508.283691
	Iteration 44Q: 3 clusters Score -266863 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -266865.093750 Penalty: 2508.283691
	Iteration 45Q: 3 clusters Score -266865.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -266867.281250 Penalty: 2508.283691
	Iteration 46Q: 3 clusters Score -266867.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -266869.812500 Penalty: 2508.283691
	Iteration 47Q: 3 clusters Score -266869.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -266872.437500 Penalty: 2508.283691
	Iteration 48Q: 3 clusters Score -266872.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -266874.812500 Penalty: 2508.283691
	Iteration 49Q: 3 clusters Score -266874.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -266876.468750 Penalty: 2508.283691
	Iteration 50Q: 3 clusters Score -266876.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -266877.312500 Penalty: 2508.283691
	Iteration 51Q: 3 clusters Score -266877.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -266877.187500 Penalty: 2508.283691
	Iteration 52Q: 3 clusters Score -266877.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -266877.187500 Penalty: 2508.283691
	Iteration 53F: 3 clusters Score -266877.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (24589 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24589 members 
Entering Unmasked Estep 
Score: -3130396.750000 Penalty: 1642.883789
	Iteration 0F: 2 clusters Score -3130397 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12240 members 
Mstep: Class 2 contains 12349 members 
Entering Unmasked Estep 
Score: -3113870.750000 Penalty: 3285.767578
	Iteration 0F: 3 clusters Score -3113871 nChanged 11101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12107 members 
Mstep: Class 2 contains 12482 members 
Entering Unmasked Estep 
Score: -3119905.500000 Penalty: 3285.767578
	Iteration 1F: 3 clusters Score -3119906 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12046 members 
Mstep: Class 2 contains 12543 members 
Entering Unmasked Estep 
Score: -3120281.750000 Penalty: 3285.767578
	Iteration 2Q: 3 clusters Score -3120282 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12000 members 
Mstep: Class 2 contains 12589 members 
Entering Unmasked Estep 
Score: -3120596.000000 Penalty: 3285.767578
	Iteration 3Q: 3 clusters Score -3120596 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11889 members 
Mstep: Class 2 contains 12700 members 
Entering Unmasked Estep 
Score: -3120865.750000 Penalty: 3285.767578
	Iteration 4Q: 3 clusters Score -3120866 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11783 members 
Mstep: Class 2 contains 12806 members 
Entering Unmasked Estep 
Score: -3121112.250000 Penalty: 3285.767578
	Iteration 5Q: 3 clusters Score -3121112 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11654 members 
Mstep: Class 2 contains 12935 members 
Entering Unmasked Estep 
Score: -3121381.750000 Penalty: 3285.767578
	Iteration 6Q: 3 clusters Score -3121382 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11454 members 
Mstep: Class 2 contains 13135 members 
Entering Unmasked Estep 
Score: -3121657.500000 Penalty: 3285.767578
	Iteration 7Q: 3 clusters Score -3121658 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11172 members 
Mstep: Class 2 contains 13417 members 
Entering Unmasked Estep 
Score: -3121956.500000 Penalty: 3285.767578
	Iteration 8Q: 3 clusters Score -3121956 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10818 members 
Mstep: Class 2 contains 13771 members 
Entering Unmasked Estep 
Score: -3122288.750000 Penalty: 3285.767578
	Iteration 9Q: 3 clusters Score -3122289 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10352 members 
Mstep: Class 2 contains 14237 members 
Entering Unmasked Estep 
Score: -3122741.000000 Penalty: 3285.767578
	Iteration 10Q: 3 clusters Score -3122741 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9830 members 
Mstep: Class 2 contains 14759 members 
Entering Unmasked Estep 
Score: -3123142.250000 Penalty: 3285.767578
	Iteration 11Q: 3 clusters Score -3123142 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9197 members 
Mstep: Class 2 contains 15392 members 
Entering Unmasked Estep 
Score: -3123566.250000 Penalty: 3285.767578
	Iteration 12Q: 3 clusters Score -3123566 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8464 members 
Mstep: Class 2 contains 16125 members 
Entering Unmasked Estep 
Score: -3124011.750000 Penalty: 3285.767578
	Iteration 13Q: 3 clusters Score -3124012 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7638 members 
Mstep: Class 2 contains 16951 members 
Entering Unmasked Estep 
Score: -3124495.000000 Penalty: 3285.767578
	Iteration 14Q: 3 clusters Score -3124495 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6736 members 
Mstep: Class 2 contains 17853 members 
Entering Unmasked Estep 
Score: -3125026.000000 Penalty: 3285.767578
	Iteration 15Q: 3 clusters Score -3125026 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5703 members 
Mstep: Class 2 contains 18886 members 
Entering Unmasked Estep 
Score: -3125660.000000 Penalty: 3285.767578
	Iteration 16Q: 3 clusters Score -3125660 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 19918 members 
Entering Unmasked Estep 
Score: -3126321.000000 Penalty: 3285.767578
	Iteration 17Q: 3 clusters Score -3126321 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 20926 members 
Entering Unmasked Estep 
Score: -3126974.500000 Penalty: 3285.767578
	Iteration 18Q: 3 clusters Score -3126974 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 21750 members 
Entering Unmasked Estep 
Score: -3127504.000000 Penalty: 3285.767578
	Iteration 19Q: 3 clusters Score -3127504 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 22438 members 
Entering Unmasked Estep 
Score: -3127941.000000 Penalty: 3285.767578
	Iteration 20F: 3 clusters Score -3127941 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 22970 members 
Entering Unmasked Estep 
Score: -3128282.250000 Penalty: 3285.767578
	Iteration 21Q: 3 clusters Score -3128282 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 23342 members 
Entering Unmasked Estep 
Score: -3128510.250000 Penalty: 3285.767578
	Iteration 22Q: 3 clusters Score -3128510 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 23591 members 
Entering Unmasked Estep 
Score: -3128656.250000 Penalty: 3285.767578
	Iteration 23Q: 3 clusters Score -3128656 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 23732 members 
Entering Unmasked Estep 
Score: -3128746.000000 Penalty: 3285.767578
	Iteration 24Q: 3 clusters Score -3128746 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 23834 members 
Entering Unmasked Estep 
Score: -3128803.250000 Penalty: 3285.767578
	Iteration 25Q: 3 clusters Score -3128803 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 23898 members 
Entering Unmasked Estep 
Score: -3128840.500000 Penalty: 3285.767578
	Iteration 26Q: 3 clusters Score -3128840 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 23942 members 
Entering Unmasked Estep 
Score: -3128870.250000 Penalty: 3285.767578
	Iteration 27Q: 3 clusters Score -3128870 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 23981 members 
Entering Unmasked Estep 
Score: -3128899.000000 Penalty: 3285.767578
	Iteration 28Q: 3 clusters Score -3128899 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 24018 members 
Entering Unmasked Estep 
Score: -3128926.750000 Penalty: 3285.767578
	Iteration 29Q: 3 clusters Score -3128927 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 24038 members 
Entering Unmasked Estep 
Score: -3128944.750000 Penalty: 3285.767578
	Iteration 30Q: 3 clusters Score -3128945 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 24062 members 
Entering Unmasked Estep 
Score: -3128959.500000 Penalty: 3285.767578
	Iteration 31Q: 3 clusters Score -3128960 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 24086 members 
Entering Unmasked Estep 
Score: -3128987.500000 Penalty: 3285.767578
	Iteration 32Q: 3 clusters Score -3128988 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 24104 members 
Entering Unmasked Estep 
Score: -3128992.750000 Penalty: 3285.767578
	Iteration 33Q: 3 clusters Score -3128993 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 24113 members 
Entering Unmasked Estep 
Score: -3129001.250000 Penalty: 3285.767578
	Iteration 34Q: 3 clusters Score -3129001 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 24122 members 
Entering Unmasked Estep 
Score: -3129007.750000 Penalty: 3285.767578
	Iteration 35Q: 3 clusters Score -3129008 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 24128 members 
Entering Unmasked Estep 
Score: -3129013.750000 Penalty: 3285.767578
	Iteration 36Q: 3 clusters Score -3129014 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 24137 members 
Entering Unmasked Estep 
Score: -3129021.250000 Penalty: 3285.767578
	Iteration 37Q: 3 clusters Score -3129021 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 24148 members 
Entering Unmasked Estep 
Score: -3129025.750000 Penalty: 3285.767578
	Iteration 38Q: 3 clusters Score -3129026 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 24154 members 
Entering Unmasked Estep 
Score: -3129029.750000 Penalty: 3285.767578
	Iteration 39Q: 3 clusters Score -3129030 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 24158 members 
Entering Unmasked Estep 
Score: -3129034.000000 Penalty: 3285.767578
	Iteration 40F: 3 clusters Score -3129034 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 24160 members 
Entering Unmasked Estep 
Score: -3129037.500000 Penalty: 3285.767578
	Iteration 41Q: 3 clusters Score -3129038 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 24162 members 
Entering Unmasked Estep 
Score: -3129037.500000 Penalty: 3285.767578
	Iteration 42Q: 3 clusters Score -3129038 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 24164 members 
Entering Unmasked Estep 
Score: -3129039.250000 Penalty: 3285.767578
	Iteration 43Q: 3 clusters Score -3129039 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 24167 members 
Entering Unmasked Estep 
Score: -3129039.500000 Penalty: 3285.767578
	Iteration 44Q: 3 clusters Score -3129040 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 24169 members 
Entering Unmasked Estep 
Score: -3129041.750000 Penalty: 3285.767578
	Iteration 45Q: 3 clusters Score -3129042 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 24168 members 
Entering Unmasked Estep 
Score: -3129040.250000 Penalty: 3285.767578
	Iteration 46Q: 3 clusters Score -3129040 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 24169 members 
Entering Unmasked Estep 
Score: -3129042.500000 Penalty: 3285.767578
	Iteration 47Q: 3 clusters Score -3129042 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 24169 members 
Entering Unmasked Estep 
Score: -3129042.500000 Penalty: 3285.767578
	Iteration 48F: 3 clusters Score -3129042 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (13969 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13969 members 
Entering Unmasked Estep 
Score: -1756879.750000 Penalty: 1550.996826
	Iteration 0F: 2 clusters Score -1756880 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6882 members 
Mstep: Class 2 contains 7087 members 
Entering Unmasked Estep 
Score: -1747183.000000 Penalty: 3101.993652
	Iteration 0F: 3 clusters Score -1747183 nChanged 6178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6010 members 
Mstep: Class 2 contains 7959 members 
Entering Unmasked Estep 
Score: -1750660.500000 Penalty: 3101.993652
	Iteration 1F: 3 clusters Score -1750660 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 8508 members 
Entering Unmasked Estep 
Score: -1751144.000000 Penalty: 3101.993652
	Iteration 2F: 3 clusters Score -1751144 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 9163 members 
Entering Unmasked Estep 
Score: -1751689.875000 Penalty: 3101.993652
	Iteration 3F: 3 clusters Score -1751690 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 9905 members 
Entering Unmasked Estep 
Score: -1752336.125000 Penalty: 3101.993652
	Iteration 4F: 3 clusters Score -1752336 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 10677 members 
Entering Unmasked Estep 
Score: -1753060.875000 Penalty: 3101.993652
	Iteration 5F: 3 clusters Score -1753061 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 11404 members 
Entering Unmasked Estep 
Score: -1753748.125000 Penalty: 3101.993652
	Iteration 6F: 3 clusters Score -1753748 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 12018 members 
Entering Unmasked Estep 
Score: -1754381.500000 Penalty: 3101.993652
	Iteration 7F: 3 clusters Score -1754382 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 12507 members 
Entering Unmasked Estep 
Score: -1754979.750000 Penalty: 3101.993652
	Iteration 8Q: 3 clusters Score -1754980 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 12809 members 
Entering Unmasked Estep 
Score: -1755393.125000 Penalty: 3101.993652
	Iteration 9Q: 3 clusters Score -1755393 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 12939 members 
Entering Unmasked Estep 
Score: -1755653.375000 Penalty: 3101.993652
	Iteration 10Q: 3 clusters Score -1755653 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 13000 members 
Entering Unmasked Estep 
Score: -1755797.000000 Penalty: 3101.993652
	Iteration 11Q: 3 clusters Score -1755797 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 13012 members 
Entering Unmasked Estep 
Score: -1755857.375000 Penalty: 3101.993652
	Iteration 12Q: 3 clusters Score -1755857 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 13010 members 
Entering Unmasked Estep 
Score: -1755893.500000 Penalty: 3101.993652
	Iteration 13Q: 3 clusters Score -1755894 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 13006 members 
Entering Unmasked Estep 
Score: -1755903.250000 Penalty: 3101.993652
	Iteration 14Q: 3 clusters Score -1755903 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 13000 members 
Entering Unmasked Estep 
Score: -1755913.375000 Penalty: 3101.993652
	Iteration 15Q: 3 clusters Score -1755913 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 13000 members 
Entering Unmasked Estep 
Score: -1755914.000000 Penalty: 3101.993652
	Iteration 16Q: 3 clusters Score -1755914 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 12995 members 
Entering Unmasked Estep 
Score: -1755918.875000 Penalty: 3101.993652
	Iteration 17Q: 3 clusters Score -1755919 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 12989 members 
Entering Unmasked Estep 
Score: -1755923.000000 Penalty: 3101.993652
	Iteration 18Q: 3 clusters Score -1755923 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 12988 members 
Entering Unmasked Estep 
Score: -1755924.750000 Penalty: 3101.993652
	Iteration 19Q: 3 clusters Score -1755925 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 12988 members 
Entering Unmasked Estep 
Score: -1755923.750000 Penalty: 3101.993652
	Iteration 20F: 3 clusters Score -1755924 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 12990 members 
Entering Unmasked Estep 
Score: -1755929.125000 Penalty: 3101.993652
	Iteration 21Q: 3 clusters Score -1755929 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 12993 members 
Entering Unmasked Estep 
Score: -1755935.125000 Penalty: 3101.993652
	Iteration 22Q: 3 clusters Score -1755935 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 13001 members 
Entering Unmasked Estep 
Score: -1755945.500000 Penalty: 3101.993652
	Iteration 23Q: 3 clusters Score -1755946 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 13003 members 
Entering Unmasked Estep 
Score: -1755942.750000 Penalty: 3101.993652
	Iteration 24Q: 3 clusters Score -1755943 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 13003 members 
Entering Unmasked Estep 
Score: -1755945.625000 Penalty: 3101.993652
	Iteration 25Q: 3 clusters Score -1755946 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 13004 members 
Entering Unmasked Estep 
Score: -1755948.625000 Penalty: 3101.993652
	Iteration 26Q: 3 clusters Score -1755949 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 13006 members 
Entering Unmasked Estep 
Score: -1755951.250000 Penalty: 3101.993652
	Iteration 27Q: 3 clusters Score -1755951 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 13011 members 
Entering Unmasked Estep 
Score: -1755949.250000 Penalty: 3101.993652
	Iteration 28Q: 3 clusters Score -1755949 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 13010 members 
Entering Unmasked Estep 
Score: -1755950.250000 Penalty: 3101.993652
	Iteration 29Q: 3 clusters Score -1755950 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 13013 members 
Entering Unmasked Estep 
Score: -1755950.000000 Penalty: 3101.993652
	Iteration 30Q: 3 clusters Score -1755950 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 13016 members 
Entering Unmasked Estep 
Score: -1755950.750000 Penalty: 3101.993652
	Iteration 31Q: 3 clusters Score -1755951 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 13016 members 
Entering Unmasked Estep 
Score: -1755951.250000 Penalty: 3101.993652
	Iteration 32Q: 3 clusters Score -1755951 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 13016 members 
Entering Unmasked Estep 
Score: -1755951.250000 Penalty: 3101.993652
	Iteration 33F: 3 clusters Score -1755951 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (8114 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8114 members 
Entering Unmasked Estep 
Score: -1023987.500000 Penalty: 1462.718872
	Iteration 0F: 2 clusters Score -1023988 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -1018056.562500 Penalty: 2925.437744
	Iteration 0F: 3 clusters Score -1018057 nChanged 3413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -1019954.312500 Penalty: 2925.437744
	Iteration 1F: 3 clusters Score -1019954 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -1020361.750000 Penalty: 2925.437744
	Iteration 2F: 3 clusters Score -1020362 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -1020840.937500 Penalty: 2925.437744
	Iteration 3F: 3 clusters Score -1020841 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 4996 members 
Entering Unmasked Estep 
Score: -1021289.125000 Penalty: 2925.437744
	Iteration 4F: 3 clusters Score -1021289 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 5265 members 
Entering Unmasked Estep 
Score: -1021663.937500 Penalty: 2925.437744
	Iteration 5F: 3 clusters Score -1021664 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 5524 members 
Entering Unmasked Estep 
Score: -1021941.687500 Penalty: 2925.437744
	Iteration 6F: 3 clusters Score -1021942 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 5760 members 
Entering Unmasked Estep 
Score: -1022142.687500 Penalty: 2925.437744
	Iteration 7Q: 3 clusters Score -1022143 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 5960 members 
Entering Unmasked Estep 
Score: -1022274.000000 Penalty: 2925.437744
	Iteration 8Q: 3 clusters Score -1022274 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 6129 members 
Entering Unmasked Estep 
Score: -1022372.937500 Penalty: 2925.437744
	Iteration 9Q: 3 clusters Score -1022373 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 6291 members 
Entering Unmasked Estep 
Score: -1022458.187500 Penalty: 2925.437744
	Iteration 10Q: 3 clusters Score -1022458 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 6427 members 
Entering Unmasked Estep 
Score: -1022535.375000 Penalty: 2925.437744
	Iteration 11Q: 3 clusters Score -1022535 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 6566 members 
Entering Unmasked Estep 
Score: -1022605.812500 Penalty: 2925.437744
	Iteration 12Q: 3 clusters Score -1022606 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 6698 members 
Entering Unmasked Estep 
Score: -1022672.062500 Penalty: 2925.437744
	Iteration 13Q: 3 clusters Score -1022672 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 6814 members 
Entering Unmasked Estep 
Score: -1022730.812500 Penalty: 2925.437744
	Iteration 14Q: 3 clusters Score -1022731 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 6927 members 
Entering Unmasked Estep 
Score: -1022794.562500 Penalty: 2925.437744
	Iteration 15Q: 3 clusters Score -1022795 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 7047 members 
Entering Unmasked Estep 
Score: -1022858.500000 Penalty: 2925.437744
	Iteration 16Q: 3 clusters Score -1022858 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 7139 members 
Entering Unmasked Estep 
Score: -1022912.625000 Penalty: 2925.437744
	Iteration 17Q: 3 clusters Score -1022913 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 7218 members 
Entering Unmasked Estep 
Score: -1022970.625000 Penalty: 2925.437744
	Iteration 18Q: 3 clusters Score -1022971 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 7286 members 
Entering Unmasked Estep 
Score: -1023023.062500 Penalty: 2925.437744
	Iteration 19Q: 3 clusters Score -1023023 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 7334 members 
Entering Unmasked Estep 
Score: -1023060.000000 Penalty: 2925.437744
	Iteration 20F: 3 clusters Score -1023060 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 7384 members 
Entering Unmasked Estep 
Score: -1023101.375000 Penalty: 2925.437744
	Iteration 21Q: 3 clusters Score -1023101 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 7421 members 
Entering Unmasked Estep 
Score: -1023130.750000 Penalty: 2925.437744
	Iteration 22Q: 3 clusters Score -1023131 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 7448 members 
Entering Unmasked Estep 
Score: -1023156.062500 Penalty: 2925.437744
	Iteration 23Q: 3 clusters Score -1023156 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 7467 members 
Entering Unmasked Estep 
Score: -1023170.812500 Penalty: 2925.437744
	Iteration 24Q: 3 clusters Score -1023171 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 7484 members 
Entering Unmasked Estep 
Score: -1023185.312500 Penalty: 2925.437744
	Iteration 25Q: 3 clusters Score -1023185 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 7504 members 
Entering Unmasked Estep 
Score: -1023203.500000 Penalty: 2925.437744
	Iteration 26Q: 3 clusters Score -1023204 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 7520 members 
Entering Unmasked Estep 
Score: -1023216.250000 Penalty: 2925.437744
	Iteration 27Q: 3 clusters Score -1023216 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 7530 members 
Entering Unmasked Estep 
Score: -1023226.937500 Penalty: 2925.437744
	Iteration 28Q: 3 clusters Score -1023227 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 7544 members 
Entering Unmasked Estep 
Score: -1023244.437500 Penalty: 2925.437744
	Iteration 29Q: 3 clusters Score -1023244 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 7556 members 
Entering Unmasked Estep 
Score: -1023259.312500 Penalty: 2925.437744
	Iteration 30Q: 3 clusters Score -1023259 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 7569 members 
Entering Unmasked Estep 
Score: -1023272.875000 Penalty: 2925.437744
	Iteration 31Q: 3 clusters Score -1023273 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 7573 members 
Entering Unmasked Estep 
Score: -1023280.500000 Penalty: 2925.437744
	Iteration 32Q: 3 clusters Score -1023280 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 7580 members 
Entering Unmasked Estep 
Score: -1023285.312500 Penalty: 2925.437744
	Iteration 33Q: 3 clusters Score -1023285 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 7585 members 
Entering Unmasked Estep 
Score: -1023291.312500 Penalty: 2925.437744
	Iteration 34Q: 3 clusters Score -1023291 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 7589 members 
Entering Unmasked Estep 
Score: -1023293.750000 Penalty: 2925.437744
	Iteration 35Q: 3 clusters Score -1023294 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 7591 members 
Entering Unmasked Estep 
Score: -1023294.312500 Penalty: 2925.437744
	Iteration 36Q: 3 clusters Score -1023294 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 7592 members 
Entering Unmasked Estep 
Score: -1023295.562500 Penalty: 2925.437744
	Iteration 37Q: 3 clusters Score -1023296 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 7595 members 
Entering Unmasked Estep 
Score: -1023296.125000 Penalty: 2925.437744
	Iteration 38Q: 3 clusters Score -1023296 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 7597 members 
Entering Unmasked Estep 
Score: -1023299.062500 Penalty: 2925.437744
	Iteration 39Q: 3 clusters Score -1023299 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 7599 members 
Entering Unmasked Estep 
Score: -1023300.500000 Penalty: 2925.437744
	Iteration 40F: 3 clusters Score -1023300 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 7600 members 
Entering Unmasked Estep 
Score: -1023305.375000 Penalty: 2925.437744
	Iteration 41Q: 3 clusters Score -1023305 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 7603 members 
Entering Unmasked Estep 
Score: -1023307.562500 Penalty: 2925.437744
	Iteration 42Q: 3 clusters Score -1023308 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 7606 members 
Entering Unmasked Estep 
Score: -1023315.562500 Penalty: 2925.437744
	Iteration 43Q: 3 clusters Score -1023316 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 7603 members 
Entering Unmasked Estep 
Score: -1023323.687500 Penalty: 2925.437744
	Iteration 44Q: 3 clusters Score -1023324 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 7605 members 
Entering Unmasked Estep 
Score: -1023332.187500 Penalty: 2925.437744
	Iteration 45Q: 3 clusters Score -1023332 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 7607 members 
Entering Unmasked Estep 
Score: -1023336.812500 Penalty: 2925.437744
	Iteration 46Q: 3 clusters Score -1023337 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 7612 members 
Entering Unmasked Estep 
Score: -1023345.937500 Penalty: 2925.437744
	Iteration 47Q: 3 clusters Score -1023346 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 7616 members 
Entering Unmasked Estep 
Score: -1023350.125000 Penalty: 2925.437744
	Iteration 48Q: 3 clusters Score -1023350 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 7618 members 
Entering Unmasked Estep 
Score: -1023349.375000 Penalty: 2925.437744
	Iteration 49Q: 3 clusters Score -1023349 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 7619 members 
Entering Unmasked Estep 
Score: -1023348.500000 Penalty: 2925.437744
	Iteration 50Q: 3 clusters Score -1023348 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 7621 members 
Entering Unmasked Estep 
Score: -1023351.312500 Penalty: 2925.437744
	Iteration 51Q: 3 clusters Score -1023351 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 7623 members 
Entering Unmasked Estep 
Score: -1023352.125000 Penalty: 2925.437744
	Iteration 52Q: 3 clusters Score -1023352 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 7623 members 
Entering Unmasked Estep 
Score: -1023352.125000 Penalty: 2925.437744
	Iteration 53F: 3 clusters Score -1023352 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (18211 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18211 members 
Entering Unmasked Estep 
Score: -2272830.500000 Penalty: 1594.089478
	Iteration 0F: 2 clusters Score -2272830 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9061 members 
Mstep: Class 2 contains 9150 members 
Entering Unmasked Estep 
Score: -2260333.000000 Penalty: 3188.178955
	Iteration 0F: 3 clusters Score -2260333 nChanged 8175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9152 members 
Mstep: Class 2 contains 9059 members 
Entering Unmasked Estep 
Score: -2265058.750000 Penalty: 3188.178955
	Iteration 1F: 3 clusters Score -2265059 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9347 members 
Mstep: Class 2 contains 8864 members 
Entering Unmasked Estep 
Score: -2265642.750000 Penalty: 3188.178955
	Iteration 2F: 3 clusters Score -2265643 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9631 members 
Mstep: Class 2 contains 8580 members 
Entering Unmasked Estep 
Score: -2266465.250000 Penalty: 3188.178955
	Iteration 3F: 3 clusters Score -2266465 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9914 members 
Mstep: Class 2 contains 8297 members 
Entering Unmasked Estep 
Score: -2267463.500000 Penalty: 3188.178955
	Iteration 4F: 3 clusters Score -2267464 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10086 members 
Mstep: Class 2 contains 8125 members 
Entering Unmasked Estep 
Score: -2268523.750000 Penalty: 3188.178955
	Iteration 5F: 3 clusters Score -2268524 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10119 members 
Mstep: Class 2 contains 8092 members 
Entering Unmasked Estep 
Score: -2269379.000000 Penalty: 3188.178955
	Iteration 6F: 3 clusters Score -2269379 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10089 members 
Mstep: Class 2 contains 8122 members 
Entering Unmasked Estep 
Score: -2269925.750000 Penalty: 3188.178955
	Iteration 7F: 3 clusters Score -2269926 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10007 members 
Mstep: Class 2 contains 8204 members 
Entering Unmasked Estep 
Score: -2270229.750000 Penalty: 3188.178955
	Iteration 8Q: 3 clusters Score -2270230 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9863 members 
Mstep: Class 2 contains 8348 members 
Entering Unmasked Estep 
Score: -2270426.000000 Penalty: 3188.178955
	Iteration 9Q: 3 clusters Score -2270426 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9682 members 
Mstep: Class 2 contains 8529 members 
Entering Unmasked Estep 
Score: -2270551.750000 Penalty: 3188.178955
	Iteration 10Q: 3 clusters Score -2270552 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9440 members 
Mstep: Class 2 contains 8771 members 
Entering Unmasked Estep 
Score: -2270687.500000 Penalty: 3188.178955
	Iteration 11Q: 3 clusters Score -2270688 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9202 members 
Mstep: Class 2 contains 9009 members 
Entering Unmasked Estep 
Score: -2270791.750000 Penalty: 3188.178955
	Iteration 12Q: 3 clusters Score -2270792 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8943 members 
Mstep: Class 2 contains 9268 members 
Entering Unmasked Estep 
Score: -2270915.250000 Penalty: 3188.178955
	Iteration 13Q: 3 clusters Score -2270915 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8680 members 
Mstep: Class 2 contains 9531 members 
Entering Unmasked Estep 
Score: -2271061.000000 Penalty: 3188.178955
	Iteration 14Q: 3 clusters Score -2271061 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8373 members 
Mstep: Class 2 contains 9838 members 
Entering Unmasked Estep 
Score: -2271241.750000 Penalty: 3188.178955
	Iteration 15Q: 3 clusters Score -2271242 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8091 members 
Mstep: Class 2 contains 10120 members 
Entering Unmasked Estep 
Score: -2271429.250000 Penalty: 3188.178955
	Iteration 16Q: 3 clusters Score -2271429 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7814 members 
Mstep: Class 2 contains 10397 members 
Entering Unmasked Estep 
Score: -2271641.000000 Penalty: 3188.178955
	Iteration 17Q: 3 clusters Score -2271641 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7598 members 
Mstep: Class 2 contains 10613 members 
Entering Unmasked Estep 
Score: -2271899.250000 Penalty: 3188.178955
	Iteration 18Q: 3 clusters Score -2271899 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7446 members 
Mstep: Class 2 contains 10765 members 
Entering Unmasked Estep 
Score: -2272147.000000 Penalty: 3188.178955
	Iteration 19Q: 3 clusters Score -2272147 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7350 members 
Mstep: Class 2 contains 10861 members 
Entering Unmasked Estep 
Score: -2272314.250000 Penalty: 3188.178955
	Iteration 20F: 3 clusters Score -2272314 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7316 members 
Mstep: Class 2 contains 10895 members 
Entering Unmasked Estep 
Score: -2272422.750000 Penalty: 3188.178955
	Iteration 21Q: 3 clusters Score -2272423 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7302 members 
Mstep: Class 2 contains 10909 members 
Entering Unmasked Estep 
Score: -2272461.250000 Penalty: 3188.178955
	Iteration 22Q: 3 clusters Score -2272461 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7302 members 
Mstep: Class 2 contains 10909 members 
Entering Unmasked Estep 
Score: -2272491.500000 Penalty: 3188.178955
	Iteration 23Q: 3 clusters Score -2272492 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7296 members 
Mstep: Class 2 contains 10915 members 
Entering Unmasked Estep 
Score: -2272509.750000 Penalty: 3188.178955
	Iteration 24Q: 3 clusters Score -2272510 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7286 members 
Mstep: Class 2 contains 10925 members 
Entering Unmasked Estep 
Score: -2272521.250000 Penalty: 3188.178955
	Iteration 25Q: 3 clusters Score -2272521 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7277 members 
Mstep: Class 2 contains 10934 members 
Entering Unmasked Estep 
Score: -2272518.500000 Penalty: 3188.178955
	Iteration 26Q: 3 clusters Score -2272518 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7271 members 
Mstep: Class 2 contains 10940 members 
Entering Unmasked Estep 
Score: -2272517.000000 Penalty: 3188.178955
	Iteration 27Q: 3 clusters Score -2272517 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7269 members 
Mstep: Class 2 contains 10942 members 
Entering Unmasked Estep 
Score: -2272518.250000 Penalty: 3188.178955
	Iteration 28Q: 3 clusters Score -2272518 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7269 members 
Mstep: Class 2 contains 10942 members 
Entering Unmasked Estep 
Score: -2272524.500000 Penalty: 3188.178955
	Iteration 29Q: 3 clusters Score -2272524 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7266 members 
Mstep: Class 2 contains 10945 members 
Entering Unmasked Estep 
Score: -2272522.000000 Penalty: 3188.178955
	Iteration 30Q: 3 clusters Score -2272522 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7260 members 
Mstep: Class 2 contains 10951 members 
Entering Unmasked Estep 
Score: -2272522.750000 Penalty: 3188.178955
	Iteration 31Q: 3 clusters Score -2272523 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7256 members 
Mstep: Class 2 contains 10955 members 
Entering Unmasked Estep 
Score: -2272523.750000 Penalty: 3188.178955
	Iteration 32Q: 3 clusters Score -2272524 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7250 members 
Mstep: Class 2 contains 10961 members 
Entering Unmasked Estep 
Score: -2272527.750000 Penalty: 3188.178955
	Iteration 33Q: 3 clusters Score -2272528 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7243 members 
Mstep: Class 2 contains 10968 members 
Entering Unmasked Estep 
Score: -2272525.750000 Penalty: 3188.178955
	Iteration 34Q: 3 clusters Score -2272526 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7236 members 
Mstep: Class 2 contains 10975 members 
Entering Unmasked Estep 
Score: -2272528.250000 Penalty: 3188.178955
	Iteration 35Q: 3 clusters Score -2272528 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7232 members 
Mstep: Class 2 contains 10979 members 
Entering Unmasked Estep 
Score: -2272530.500000 Penalty: 3188.178955
	Iteration 36Q: 3 clusters Score -2272530 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7226 members 
Mstep: Class 2 contains 10985 members 
Entering Unmasked Estep 
Score: -2272533.000000 Penalty: 3188.178955
	Iteration 37Q: 3 clusters Score -2272533 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7224 members 
Mstep: Class 2 contains 10987 members 
Entering Unmasked Estep 
Score: -2272528.000000 Penalty: 3188.178955
	Iteration 38Q: 3 clusters Score -2272528 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7224 members 
Mstep: Class 2 contains 10987 members 
Entering Unmasked Estep 
Score: -2272530.000000 Penalty: 3188.178955
	Iteration 39Q: 3 clusters Score -2272530 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7225 members 
Mstep: Class 2 contains 10986 members 
Entering Unmasked Estep 
Score: -2272530.500000 Penalty: 3188.178955
	Iteration 40F: 3 clusters Score -2272530 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7223 members 
Mstep: Class 2 contains 10988 members 
Entering Unmasked Estep 
Score: -2272530.000000 Penalty: 3188.178955
	Iteration 41Q: 3 clusters Score -2272530 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7223 members 
Mstep: Class 2 contains 10988 members 
Entering Unmasked Estep 
Score: -2272530.000000 Penalty: 3188.178955
	Iteration 42F: 3 clusters Score -2272530 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (9487 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9487 members 
Entering Unmasked Estep 
Score: -1196333.500000 Penalty: 1488.122559
	Iteration 0F: 2 clusters Score -1196334 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -1189455.625000 Penalty: 2976.245117
	Iteration 0F: 3 clusters Score -1189456 nChanged 4072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -1191672.125000 Penalty: 2976.245117
	Iteration 1F: 3 clusters Score -1191672 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -1191955.375000 Penalty: 2976.245117
	Iteration 2F: 3 clusters Score -1191955 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -1192175.750000 Penalty: 2976.245117
	Iteration 3F: 3 clusters Score -1192176 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -1192366.500000 Penalty: 2976.245117
	Iteration 4Q: 3 clusters Score -1192366 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -1192521.125000 Penalty: 2976.245117
	Iteration 5Q: 3 clusters Score -1192521 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5292 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -1192669.625000 Penalty: 2976.245117
	Iteration 6Q: 3 clusters Score -1192670 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5486 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -1192843.875000 Penalty: 2976.245117
	Iteration 7Q: 3 clusters Score -1192844 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5705 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -1193035.125000 Penalty: 2976.245117
	Iteration 8Q: 3 clusters Score -1193035 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5949 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -1193242.250000 Penalty: 2976.245117
	Iteration 9Q: 3 clusters Score -1193242 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6216 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -1193451.000000 Penalty: 2976.245117
	Iteration 10Q: 3 clusters Score -1193451 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6474 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -1193680.250000 Penalty: 2976.245117
	Iteration 11Q: 3 clusters Score -1193680 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6732 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -1193937.125000 Penalty: 2976.245117
	Iteration 12Q: 3 clusters Score -1193937 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6972 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -1194151.625000 Penalty: 2976.245117
	Iteration 13Q: 3 clusters Score -1194152 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7189 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -1194328.000000 Penalty: 2976.245117
	Iteration 14Q: 3 clusters Score -1194328 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7377 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -1194466.250000 Penalty: 2976.245117
	Iteration 15Q: 3 clusters Score -1194466 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7553 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -1194591.375000 Penalty: 2976.245117
	Iteration 16Q: 3 clusters Score -1194591 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7712 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -1194695.000000 Penalty: 2976.245117
	Iteration 17Q: 3 clusters Score -1194695 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7842 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -1194775.375000 Penalty: 2976.245117
	Iteration 18Q: 3 clusters Score -1194775 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7967 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -1194849.250000 Penalty: 2976.245117
	Iteration 19Q: 3 clusters Score -1194849 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8057 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -1194904.750000 Penalty: 2976.245117
	Iteration 20F: 3 clusters Score -1194905 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8131 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -1194951.125000 Penalty: 2976.245117
	Iteration 21Q: 3 clusters Score -1194951 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8191 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -1194989.375000 Penalty: 2976.245117
	Iteration 22Q: 3 clusters Score -1194989 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8245 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -1195026.500000 Penalty: 2976.245117
	Iteration 23Q: 3 clusters Score -1195026 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8307 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -1195069.125000 Penalty: 2976.245117
	Iteration 24Q: 3 clusters Score -1195069 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8357 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -1195098.250000 Penalty: 2976.245117
	Iteration 25Q: 3 clusters Score -1195098 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8386 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -1195115.875000 Penalty: 2976.245117
	Iteration 26Q: 3 clusters Score -1195116 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8412 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -1195127.875000 Penalty: 2976.245117
	Iteration 27Q: 3 clusters Score -1195128 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8439 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -1195136.000000 Penalty: 2976.245117
	Iteration 28Q: 3 clusters Score -1195136 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8459 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -1195146.000000 Penalty: 2976.245117
	Iteration 29Q: 3 clusters Score -1195146 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8473 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -1195147.875000 Penalty: 2976.245117
	Iteration 30Q: 3 clusters Score -1195148 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8484 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -1195150.750000 Penalty: 2976.245117
	Iteration 31Q: 3 clusters Score -1195151 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8489 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -1195151.125000 Penalty: 2976.245117
	Iteration 32Q: 3 clusters Score -1195151 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8495 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -1195155.250000 Penalty: 2976.245117
	Iteration 33Q: 3 clusters Score -1195155 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8502 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -1195158.375000 Penalty: 2976.245117
	Iteration 34Q: 3 clusters Score -1195158 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8508 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -1195161.375000 Penalty: 2976.245117
	Iteration 35Q: 3 clusters Score -1195161 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8514 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -1195163.500000 Penalty: 2976.245117
	Iteration 36Q: 3 clusters Score -1195164 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8516 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -1195163.750000 Penalty: 2976.245117
	Iteration 37Q: 3 clusters Score -1195164 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8520 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -1195164.750000 Penalty: 2976.245117
	Iteration 38Q: 3 clusters Score -1195165 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8524 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -1195166.000000 Penalty: 2976.245117
	Iteration 39Q: 3 clusters Score -1195166 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8527 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -1195167.250000 Penalty: 2976.245117
	Iteration 40F: 3 clusters Score -1195167 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8529 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -1195166.250000 Penalty: 2976.245117
	Iteration 41Q: 3 clusters Score -1195166 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8531 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -1195166.125000 Penalty: 2976.245117
	Iteration 42Q: 3 clusters Score -1195166 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8535 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -1195166.375000 Penalty: 2976.245117
	Iteration 43Q: 3 clusters Score -1195166 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8537 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -1195170.000000 Penalty: 2976.245117
	Iteration 44Q: 3 clusters Score -1195170 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8539 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -1195169.250000 Penalty: 2976.245117
	Iteration 45Q: 3 clusters Score -1195169 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8539 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -1195170.250000 Penalty: 2976.245117
	Iteration 46Q: 3 clusters Score -1195170 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8539 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -1195170.250000 Penalty: 2976.245117
	Iteration 47F: 3 clusters Score -1195170 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (9025 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9025 members 
Entering Unmasked Estep 
Score: -1100931.625000 Penalty: 1480.010010
	Iteration 0F: 2 clusters Score -1100932 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -1094443.750000 Penalty: 2960.020020
	Iteration 0F: 3 clusters Score -1094444 nChanged 3804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -1096581.875000 Penalty: 2960.020020
	Iteration 1F: 3 clusters Score -1096582 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -1096906.625000 Penalty: 2960.020020
	Iteration 2F: 3 clusters Score -1096907 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -1097165.500000 Penalty: 2960.020020
	Iteration 3F: 3 clusters Score -1097166 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -1097388.625000 Penalty: 2960.020020
	Iteration 4F: 3 clusters Score -1097389 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 4948 members 
Entering Unmasked Estep 
Score: -1097590.375000 Penalty: 2960.020020
	Iteration 5Q: 3 clusters Score -1097590 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
Score: -1097799.375000 Penalty: 2960.020020
	Iteration 6Q: 3 clusters Score -1097799 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 5235 members 
Entering Unmasked Estep 
Score: -1097988.875000 Penalty: 2960.020020
	Iteration 7Q: 3 clusters Score -1097989 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 5398 members 
Entering Unmasked Estep 
Score: -1098201.750000 Penalty: 2960.020020
	Iteration 8Q: 3 clusters Score -1098202 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 5564 members 
Entering Unmasked Estep 
Score: -1098422.125000 Penalty: 2960.020020
	Iteration 9Q: 3 clusters Score -1098422 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 5715 members 
Entering Unmasked Estep 
Score: -1098660.375000 Penalty: 2960.020020
	Iteration 10Q: 3 clusters Score -1098660 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 5850 members 
Entering Unmasked Estep 
Score: -1098888.625000 Penalty: 2960.020020
	Iteration 11Q: 3 clusters Score -1098889 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 6003 members 
Entering Unmasked Estep 
Score: -1099075.750000 Penalty: 2960.020020
	Iteration 12Q: 3 clusters Score -1099076 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 6139 members 
Entering Unmasked Estep 
Score: -1099254.500000 Penalty: 2960.020020
	Iteration 13Q: 3 clusters Score -1099254 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 6318 members 
Entering Unmasked Estep 
Score: -1099419.375000 Penalty: 2960.020020
	Iteration 14Q: 3 clusters Score -1099419 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 6490 members 
Entering Unmasked Estep 
Score: -1099541.875000 Penalty: 2960.020020
	Iteration 15Q: 3 clusters Score -1099542 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 6647 members 
Entering Unmasked Estep 
Score: -1099636.500000 Penalty: 2960.020020
	Iteration 16Q: 3 clusters Score -1099636 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 6792 members 
Entering Unmasked Estep 
Score: -1099716.750000 Penalty: 2960.020020
	Iteration 17Q: 3 clusters Score -1099717 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 6928 members 
Entering Unmasked Estep 
Score: -1099797.500000 Penalty: 2960.020020
	Iteration 18Q: 3 clusters Score -1099798 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 7051 members 
Entering Unmasked Estep 
Score: -1099867.500000 Penalty: 2960.020020
	Iteration 19Q: 3 clusters Score -1099868 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 7163 members 
Entering Unmasked Estep 
Score: -1099933.625000 Penalty: 2960.020020
	Iteration 20F: 3 clusters Score -1099934 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 7271 members 
Entering Unmasked Estep 
Score: -1099996.375000 Penalty: 2960.020020
	Iteration 21Q: 3 clusters Score -1099996 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 7368 members 
Entering Unmasked Estep 
Score: -1100054.625000 Penalty: 2960.020020
	Iteration 22Q: 3 clusters Score -1100055 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 7461 members 
Entering Unmasked Estep 
Score: -1100117.375000 Penalty: 2960.020020
	Iteration 23Q: 3 clusters Score -1100117 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 7553 members 
Entering Unmasked Estep 
Score: -1100171.250000 Penalty: 2960.020020
	Iteration 24Q: 3 clusters Score -1100171 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 7629 members 
Entering Unmasked Estep 
Score: -1100226.250000 Penalty: 2960.020020
	Iteration 25Q: 3 clusters Score -1100226 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 7696 members 
Entering Unmasked Estep 
Score: -1100279.250000 Penalty: 2960.020020
	Iteration 26Q: 3 clusters Score -1100279 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 7773 members 
Entering Unmasked Estep 
Score: -1100337.625000 Penalty: 2960.020020
	Iteration 27Q: 3 clusters Score -1100338 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 7826 members 
Entering Unmasked Estep 
Score: -1100368.625000 Penalty: 2960.020020
	Iteration 28Q: 3 clusters Score -1100369 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 7863 members 
Entering Unmasked Estep 
Score: -1100391.875000 Penalty: 2960.020020
	Iteration 29Q: 3 clusters Score -1100392 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 7897 members 
Entering Unmasked Estep 
Score: -1100419.250000 Penalty: 2960.020020
	Iteration 30Q: 3 clusters Score -1100419 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 7929 members 
Entering Unmasked Estep 
Score: -1100441.750000 Penalty: 2960.020020
	Iteration 31Q: 3 clusters Score -1100442 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 7959 members 
Entering Unmasked Estep 
Score: -1100455.750000 Penalty: 2960.020020
	Iteration 32Q: 3 clusters Score -1100456 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 7975 members 
Entering Unmasked Estep 
Score: -1100462.750000 Penalty: 2960.020020
	Iteration 33Q: 3 clusters Score -1100463 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 7985 members 
Entering Unmasked Estep 
Score: -1100469.375000 Penalty: 2960.020020
	Iteration 34Q: 3 clusters Score -1100469 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 7995 members 
Entering Unmasked Estep 
Score: -1100475.125000 Penalty: 2960.020020
	Iteration 35Q: 3 clusters Score -1100475 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 8007 members 
Entering Unmasked Estep 
Score: -1100483.625000 Penalty: 2960.020020
	Iteration 36Q: 3 clusters Score -1100484 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 8017 members 
Entering Unmasked Estep 
Score: -1100491.125000 Penalty: 2960.020020
	Iteration 37Q: 3 clusters Score -1100491 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 8027 members 
Entering Unmasked Estep 
Score: -1100498.125000 Penalty: 2960.020020
	Iteration 38Q: 3 clusters Score -1100498 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 8043 members 
Entering Unmasked Estep 
Score: -1100511.875000 Penalty: 2960.020020
	Iteration 39Q: 3 clusters Score -1100512 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 8059 members 
Entering Unmasked Estep 
Score: -1100521.125000 Penalty: 2960.020020
	Iteration 40F: 3 clusters Score -1100521 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 8070 members 
Entering Unmasked Estep 
Score: -1100526.750000 Penalty: 2960.020020
	Iteration 41Q: 3 clusters Score -1100527 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 8073 members 
Entering Unmasked Estep 
Score: -1100530.000000 Penalty: 2960.020020
	Iteration 42Q: 3 clusters Score -1100530 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 8076 members 
Entering Unmasked Estep 
Score: -1100531.250000 Penalty: 2960.020020
	Iteration 43Q: 3 clusters Score -1100531 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 8077 members 
Entering Unmasked Estep 
Score: -1100533.250000 Penalty: 2960.020020
	Iteration 44Q: 3 clusters Score -1100533 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 8078 members 
Entering Unmasked Estep 
Score: -1100533.750000 Penalty: 2960.020020
	Iteration 45Q: 3 clusters Score -1100534 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 8078 members 
Entering Unmasked Estep 
Score: -1100533.750000 Penalty: 2960.020020
	Iteration 46F: 3 clusters Score -1100534 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (3231 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Entering Unmasked Estep 
Score: -405810.281250 Penalty: 1313.088989
	Iteration 0F: 2 clusters Score -405810.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -402891.312500 Penalty: 2626.177979
	Iteration 0F: 3 clusters Score -402891.3 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -403629.937500 Penalty: 2626.177979
	Iteration 1F: 3 clusters Score -403629.9 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -403859.375000 Penalty: 2626.177979
	Iteration 2F: 3 clusters Score -403859.4 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -404060.218750 Penalty: 2626.177979
	Iteration 3F: 3 clusters Score -404060.2 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -404237.593750 Penalty: 2626.177979
	Iteration 4F: 3 clusters Score -404237.6 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -404411.250000 Penalty: 2626.177979
	Iteration 5F: 3 clusters Score -404411.2 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -404545.000000 Penalty: 2626.177979
	Iteration 6Q: 3 clusters Score -404545 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -404654.875000 Penalty: 2626.177979
	Iteration 7Q: 3 clusters Score -404654.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -404710.500000 Penalty: 2626.177979
	Iteration 8Q: 3 clusters Score -404710.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -404732.968750 Penalty: 2626.177979
	Iteration 9Q: 3 clusters Score -404733 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -404743.312500 Penalty: 2626.177979
	Iteration 10Q: 3 clusters Score -404743.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -404748.375000 Penalty: 2626.177979
	Iteration 11Q: 3 clusters Score -404748.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -404750.968750 Penalty: 2626.177979
	Iteration 12Q: 3 clusters Score -404751 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -404752.000000 Penalty: 2626.177979
	Iteration 13Q: 3 clusters Score -404752 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -404753.437500 Penalty: 2626.177979
	Iteration 14Q: 3 clusters Score -404753.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -404754.625000 Penalty: 2626.177979
	Iteration 15Q: 3 clusters Score -404754.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -404756.687500 Penalty: 2626.177979
	Iteration 16Q: 3 clusters Score -404756.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -404757.000000 Penalty: 2626.177979
	Iteration 17Q: 3 clusters Score -404757 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -404757.781250 Penalty: 2626.177979
	Iteration 18Q: 3 clusters Score -404757.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -404758.062500 Penalty: 2626.177979
	Iteration 19Q: 3 clusters Score -404758.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -404758.062500 Penalty: 2626.177979
	Iteration 20F: 3 clusters Score -404758.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (17957 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17957 members 
Entering Unmasked Estep 
Score: -2078101.250000 Penalty: 1591.807007
	Iteration 0F: 2 clusters Score -2078101 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8956 members 
Mstep: Class 2 contains 9001 members 
Entering Unmasked Estep 
Score: -2065802.875000 Penalty: 3183.614014
	Iteration 0F: 3 clusters Score -2065803 nChanged 8036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8852 members 
Mstep: Class 2 contains 9105 members 
Entering Unmasked Estep 
Score: -2070712.375000 Penalty: 3183.614014
	Iteration 1F: 3 clusters Score -2070712 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8650 members 
Mstep: Class 2 contains 9307 members 
Entering Unmasked Estep 
Score: -2071722.250000 Penalty: 3183.614014
	Iteration 2F: 3 clusters Score -2071722 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8347 members 
Mstep: Class 2 contains 9610 members 
Entering Unmasked Estep 
Score: -2072856.500000 Penalty: 3183.614014
	Iteration 3F: 3 clusters Score -2072856 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8001 members 
Mstep: Class 2 contains 9956 members 
Entering Unmasked Estep 
Score: -2073812.625000 Penalty: 3183.614014
	Iteration 4F: 3 clusters Score -2073813 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7646 members 
Mstep: Class 2 contains 10311 members 
Entering Unmasked Estep 
Score: -2074535.500000 Penalty: 3183.614014
	Iteration 5F: 3 clusters Score -2074536 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7313 members 
Mstep: Class 2 contains 10644 members 
Entering Unmasked Estep 
Score: -2075067.125000 Penalty: 3183.614014
	Iteration 6F: 3 clusters Score -2075067 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6996 members 
Mstep: Class 2 contains 10961 members 
Entering Unmasked Estep 
Score: -2075435.625000 Penalty: 3183.614014
	Iteration 7Q: 3 clusters Score -2075436 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6729 members 
Mstep: Class 2 contains 11228 members 
Entering Unmasked Estep 
Score: -2075684.125000 Penalty: 3183.614014
	Iteration 8Q: 3 clusters Score -2075684 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6479 members 
Mstep: Class 2 contains 11478 members 
Entering Unmasked Estep 
Score: -2075871.750000 Penalty: 3183.614014
	Iteration 9Q: 3 clusters Score -2075872 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6239 members 
Mstep: Class 2 contains 11718 members 
Entering Unmasked Estep 
Score: -2076009.000000 Penalty: 3183.614014
	Iteration 10Q: 3 clusters Score -2076009 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6016 members 
Mstep: Class 2 contains 11941 members 
Entering Unmasked Estep 
Score: -2076121.375000 Penalty: 3183.614014
	Iteration 11Q: 3 clusters Score -2076121 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5807 members 
Mstep: Class 2 contains 12150 members 
Entering Unmasked Estep 
Score: -2076206.250000 Penalty: 3183.614014
	Iteration 12Q: 3 clusters Score -2076206 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5619 members 
Mstep: Class 2 contains 12338 members 
Entering Unmasked Estep 
Score: -2076270.875000 Penalty: 3183.614014
	Iteration 13Q: 3 clusters Score -2076271 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5448 members 
Mstep: Class 2 contains 12509 members 
Entering Unmasked Estep 
Score: -2076327.375000 Penalty: 3183.614014
	Iteration 14Q: 3 clusters Score -2076327 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 12699 members 
Entering Unmasked Estep 
Score: -2076391.375000 Penalty: 3183.614014
	Iteration 15Q: 3 clusters Score -2076391 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 12874 members 
Entering Unmasked Estep 
Score: -2076441.875000 Penalty: 3183.614014
	Iteration 16Q: 3 clusters Score -2076442 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 13050 members 
Entering Unmasked Estep 
Score: -2076495.875000 Penalty: 3183.614014
	Iteration 17Q: 3 clusters Score -2076496 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 13234 members 
Entering Unmasked Estep 
Score: -2076535.250000 Penalty: 3183.614014
	Iteration 18Q: 3 clusters Score -2076535 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 13401 members 
Entering Unmasked Estep 
Score: -2076582.500000 Penalty: 3183.614014
	Iteration 19Q: 3 clusters Score -2076582 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 13579 members 
Entering Unmasked Estep 
Score: -2076630.250000 Penalty: 3183.614014
	Iteration 20F: 3 clusters Score -2076630 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 13766 members 
Entering Unmasked Estep 
Score: -2076685.000000 Penalty: 3183.614014
	Iteration 21Q: 3 clusters Score -2076685 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 13950 members 
Entering Unmasked Estep 
Score: -2076734.750000 Penalty: 3183.614014
	Iteration 22Q: 3 clusters Score -2076735 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 14147 members 
Entering Unmasked Estep 
Score: -2076793.250000 Penalty: 3183.614014
	Iteration 23Q: 3 clusters Score -2076793 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 14341 members 
Entering Unmasked Estep 
Score: -2076854.125000 Penalty: 3183.614014
	Iteration 24Q: 3 clusters Score -2076854 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 14520 members 
Entering Unmasked Estep 
Score: -2076904.500000 Penalty: 3183.614014
	Iteration 25Q: 3 clusters Score -2076904 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 14696 members 
Entering Unmasked Estep 
Score: -2076962.875000 Penalty: 3183.614014
	Iteration 26Q: 3 clusters Score -2076963 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 14868 members 
Entering Unmasked Estep 
Score: -2077020.875000 Penalty: 3183.614014
	Iteration 27Q: 3 clusters Score -2077021 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 15057 members 
Entering Unmasked Estep 
Score: -2077082.875000 Penalty: 3183.614014
	Iteration 28Q: 3 clusters Score -2077083 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 15233 members 
Entering Unmasked Estep 
Score: -2077139.250000 Penalty: 3183.614014
	Iteration 29Q: 3 clusters Score -2077139 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 15396 members 
Entering Unmasked Estep 
Score: -2077189.000000 Penalty: 3183.614014
	Iteration 30Q: 3 clusters Score -2077189 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 15543 members 
Entering Unmasked Estep 
Score: -2077235.500000 Penalty: 3183.614014
	Iteration 31Q: 3 clusters Score -2077236 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 15688 members 
Entering Unmasked Estep 
Score: -2077294.375000 Penalty: 3183.614014
	Iteration 32Q: 3 clusters Score -2077294 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 15806 members 
Entering Unmasked Estep 
Score: -2077333.750000 Penalty: 3183.614014
	Iteration 33Q: 3 clusters Score -2077334 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 15927 members 
Entering Unmasked Estep 
Score: -2077372.000000 Penalty: 3183.614014
	Iteration 34Q: 3 clusters Score -2077372 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 16015 members 
Entering Unmasked Estep 
Score: -2077396.625000 Penalty: 3183.614014
	Iteration 35Q: 3 clusters Score -2077397 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 16093 members 
Entering Unmasked Estep 
Score: -2077430.000000 Penalty: 3183.614014
	Iteration 36Q: 3 clusters Score -2077430 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 16157 members 
Entering Unmasked Estep 
Score: -2077461.250000 Penalty: 3183.614014
	Iteration 37Q: 3 clusters Score -2077461 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 16208 members 
Entering Unmasked Estep 
Score: -2077471.875000 Penalty: 3183.614014
	Iteration 38Q: 3 clusters Score -2077472 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 16253 members 
Entering Unmasked Estep 
Score: -2077488.250000 Penalty: 3183.614014
	Iteration 39Q: 3 clusters Score -2077488 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 16301 members 
Entering Unmasked Estep 
Score: -2077512.375000 Penalty: 3183.614014
	Iteration 40F: 3 clusters Score -2077512 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 16360 members 
Entering Unmasked Estep 
Score: -2077543.875000 Penalty: 3183.614014
	Iteration 41Q: 3 clusters Score -2077544 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 16428 members 
Entering Unmasked Estep 
Score: -2077580.250000 Penalty: 3183.614014
	Iteration 42Q: 3 clusters Score -2077580 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 16484 members 
Entering Unmasked Estep 
Score: -2077617.750000 Penalty: 3183.614014
	Iteration 43Q: 3 clusters Score -2077618 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 16527 members 
Entering Unmasked Estep 
Score: -2077645.750000 Penalty: 3183.614014
	Iteration 44Q: 3 clusters Score -2077646 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 16563 members 
Entering Unmasked Estep 
Score: -2077676.875000 Penalty: 3183.614014
	Iteration 45Q: 3 clusters Score -2077677 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 16589 members 
Entering Unmasked Estep 
Score: -2077708.875000 Penalty: 3183.614014
	Iteration 46Q: 3 clusters Score -2077709 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 16609 members 
Entering Unmasked Estep 
Score: -2077730.875000 Penalty: 3183.614014
	Iteration 47Q: 3 clusters Score -2077731 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 16630 members 
Entering Unmasked Estep 
Score: -2077746.000000 Penalty: 3183.614014
	Iteration 48Q: 3 clusters Score -2077746 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 16648 members 
Entering Unmasked Estep 
Score: -2077759.000000 Penalty: 3183.614014
	Iteration 49Q: 3 clusters Score -2077759 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 16661 members 
Entering Unmasked Estep 
Score: -2077761.875000 Penalty: 3183.614014
	Iteration 50Q: 3 clusters Score -2077762 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 16671 members 
Entering Unmasked Estep 
Score: -2077768.750000 Penalty: 3183.614014
	Iteration 51Q: 3 clusters Score -2077769 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 16678 members 
Entering Unmasked Estep 
Score: -2077782.375000 Penalty: 3183.614014
	Iteration 52Q: 3 clusters Score -2077782 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 16688 members 
Entering Unmasked Estep 
Score: -2077789.875000 Penalty: 3183.614014
	Iteration 53Q: 3 clusters Score -2077790 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 16704 members 
Entering Unmasked Estep 
Score: -2077797.125000 Penalty: 3183.614014
	Iteration 54Q: 3 clusters Score -2077797 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 16711 members 
Entering Unmasked Estep 
Score: -2077802.000000 Penalty: 3183.614014
	Iteration 55Q: 3 clusters Score -2077802 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 16720 members 
Entering Unmasked Estep 
Score: -2077804.500000 Penalty: 3183.614014
	Iteration 56Q: 3 clusters Score -2077804 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 16725 members 
Entering Unmasked Estep 
Score: -2077807.875000 Penalty: 3183.614014
	Iteration 57Q: 3 clusters Score -2077808 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 16728 members 
Entering Unmasked Estep 
Score: -2077808.250000 Penalty: 3183.614014
	Iteration 58Q: 3 clusters Score -2077808 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 16731 members 
Entering Unmasked Estep 
Score: -2077805.500000 Penalty: 3183.614014
	Iteration 59Q: 3 clusters Score -2077806 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 16731 members 
Entering Unmasked Estep 
Score: -2077805.250000 Penalty: 3183.614014
	Iteration 60F: 3 clusters Score -2077805 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 16730 members 
Entering Unmasked Estep 
Score: -2077806.000000 Penalty: 3183.614014
	Iteration 61Q: 3 clusters Score -2077806 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 16729 members 
Entering Unmasked Estep 
Score: -2077806.875000 Penalty: 3183.614014
	Iteration 62Q: 3 clusters Score -2077807 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 16731 members 
Entering Unmasked Estep 
Score: -2077808.500000 Penalty: 3183.614014
	Iteration 63Q: 3 clusters Score -2077808 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 16732 members 
Entering Unmasked Estep 
Score: -2077806.000000 Penalty: 3183.614014
	Iteration 64Q: 3 clusters Score -2077806 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 16732 members 
Entering Unmasked Estep 
Score: -2077807.250000 Penalty: 3183.614014
	Iteration 65Q: 3 clusters Score -2077807 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 16734 members 
Entering Unmasked Estep 
Score: -2077807.250000 Penalty: 3183.614014
	Iteration 66Q: 3 clusters Score -2077807 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 16734 members 
Entering Unmasked Estep 
Score: -2077807.250000 Penalty: 3183.614014
	Iteration 67F: 3 clusters Score -2077807 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (38377 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38377 members 
Entering Unmasked Estep 
Score: -4858353.500000 Penalty: 1715.222290
	Iteration 0F: 2 clusters Score -4858354 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19000 members 
Mstep: Class 2 contains 19377 members 
Entering Unmasked Estep 
Score: -4832651.500000 Penalty: 3430.444580
	Iteration 0F: 3 clusters Score -4832652 nChanged 17968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17082 members 
Mstep: Class 2 contains 21295 members 
Entering Unmasked Estep 
Score: -4843093.000000 Penalty: 3430.444580
	Iteration 1F: 3 clusters Score -4843093 nChanged 2098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15762 members 
Mstep: Class 2 contains 22615 members 
Entering Unmasked Estep 
Score: -4844066.000000 Penalty: 3430.444580
	Iteration 2F: 3 clusters Score -4844066 nChanged 2388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13924 members 
Mstep: Class 2 contains 24453 members 
Entering Unmasked Estep 
Score: -4845416.000000 Penalty: 3430.444580
	Iteration 3F: 3 clusters Score -4845416 nChanged 2693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11709 members 
Mstep: Class 2 contains 26668 members 
Entering Unmasked Estep 
Score: -4847266.500000 Penalty: 3430.444580
	Iteration 4F: 3 clusters Score -4847266 nChanged 2730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9323 members 
Mstep: Class 2 contains 29054 members 
Entering Unmasked Estep 
Score: -4849360.500000 Penalty: 3430.444580
	Iteration 5F: 3 clusters Score -4849360 nChanged 2445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7096 members 
Mstep: Class 2 contains 31281 members 
Entering Unmasked Estep 
Score: -4851414.500000 Penalty: 3430.444580
	Iteration 6F: 3 clusters Score -4851414 nChanged 1976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5222 members 
Mstep: Class 2 contains 33155 members 
Entering Unmasked Estep 
Score: -4853231.500000 Penalty: 3430.444580
	Iteration 7F: 3 clusters Score -4853232 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 34472 members 
Entering Unmasked Estep 
Score: -4854587.500000 Penalty: 3430.444580
	Iteration 8Q: 3 clusters Score -4854588 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 35354 members 
Entering Unmasked Estep 
Score: -4855464.500000 Penalty: 3430.444580
	Iteration 9Q: 3 clusters Score -4855464 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 35891 members 
Entering Unmasked Estep 
Score: -4855934.500000 Penalty: 3430.444580
	Iteration 10Q: 3 clusters Score -4855934 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 36244 members 
Entering Unmasked Estep 
Score: -4856214.000000 Penalty: 3430.444580
	Iteration 11Q: 3 clusters Score -4856214 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 36492 members 
Entering Unmasked Estep 
Score: -4856376.000000 Penalty: 3430.444580
	Iteration 12Q: 3 clusters Score -4856376 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 36666 members 
Entering Unmasked Estep 
Score: -4856479.000000 Penalty: 3430.444580
	Iteration 13Q: 3 clusters Score -4856479 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 36817 members 
Entering Unmasked Estep 
Score: -4856572.500000 Penalty: 3430.444580
	Iteration 14Q: 3 clusters Score -4856572 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 36943 members 
Entering Unmasked Estep 
Score: -4856656.000000 Penalty: 3430.444580
	Iteration 15Q: 3 clusters Score -4856656 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 37043 members 
Entering Unmasked Estep 
Score: -4856715.000000 Penalty: 3430.444580
	Iteration 16Q: 3 clusters Score -4856715 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 37131 members 
Entering Unmasked Estep 
Score: -4856741.000000 Penalty: 3430.444580
	Iteration 17Q: 3 clusters Score -4856741 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 37186 members 
Entering Unmasked Estep 
Score: -4856760.500000 Penalty: 3430.444580
	Iteration 18Q: 3 clusters Score -4856760 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 37241 members 
Entering Unmasked Estep 
Score: -4856792.000000 Penalty: 3430.444580
	Iteration 19Q: 3 clusters Score -4856792 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 37301 members 
Entering Unmasked Estep 
Score: -4856826.000000 Penalty: 3430.444580
	Iteration 20F: 3 clusters Score -4856826 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 37346 members 
Entering Unmasked Estep 
Score: -4856846.500000 Penalty: 3430.444580
	Iteration 21Q: 3 clusters Score -4856846 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 37384 members 
Entering Unmasked Estep 
Score: -4856853.000000 Penalty: 3430.444580
	Iteration 22Q: 3 clusters Score -4856853 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 37410 members 
Entering Unmasked Estep 
Score: -4856858.500000 Penalty: 3430.444580
	Iteration 23Q: 3 clusters Score -4856858 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 37429 members 
Entering Unmasked Estep 
Score: -4856876.000000 Penalty: 3430.444580
	Iteration 24Q: 3 clusters Score -4856876 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 37451 members 
Entering Unmasked Estep 
Score: -4856884.500000 Penalty: 3430.444580
	Iteration 25Q: 3 clusters Score -4856884 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 37475 members 
Entering Unmasked Estep 
Score: -4856898.000000 Penalty: 3430.444580
	Iteration 26Q: 3 clusters Score -4856898 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 37498 members 
Entering Unmasked Estep 
Score: -4856903.500000 Penalty: 3430.444580
	Iteration 27Q: 3 clusters Score -4856904 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 37510 members 
Entering Unmasked Estep 
Score: -4856911.000000 Penalty: 3430.444580
	Iteration 28Q: 3 clusters Score -4856911 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 37521 members 
Entering Unmasked Estep 
Score: -4856924.000000 Penalty: 3430.444580
	Iteration 29Q: 3 clusters Score -4856924 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 37529 members 
Entering Unmasked Estep 
Score: -4856922.000000 Penalty: 3430.444580
	Iteration 30Q: 3 clusters Score -4856922 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 37537 members 
Entering Unmasked Estep 
Score: -4856925.000000 Penalty: 3430.444580
	Iteration 31Q: 3 clusters Score -4856925 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 37544 members 
Entering Unmasked Estep 
Score: -4856926.500000 Penalty: 3430.444580
	Iteration 32Q: 3 clusters Score -4856926 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 37551 members 
Entering Unmasked Estep 
Score: -4856924.500000 Penalty: 3430.444580
	Iteration 33Q: 3 clusters Score -4856924 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 37556 members 
Entering Unmasked Estep 
Score: -4856924.500000 Penalty: 3430.444580
	Iteration 34Q: 3 clusters Score -4856924 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 37562 members 
Entering Unmasked Estep 
Score: -4856922.000000 Penalty: 3430.444580
	Iteration 35Q: 3 clusters Score -4856922 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 37566 members 
Entering Unmasked Estep 
Score: -4856926.500000 Penalty: 3430.444580
	Iteration 36Q: 3 clusters Score -4856926 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 37569 members 
Entering Unmasked Estep 
Score: -4856929.000000 Penalty: 3430.444580
	Iteration 37Q: 3 clusters Score -4856929 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 37572 members 
Entering Unmasked Estep 
Score: -4856933.500000 Penalty: 3430.444580
	Iteration 38Q: 3 clusters Score -4856934 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 37575 members 
Entering Unmasked Estep 
Score: -4856932.000000 Penalty: 3430.444580
	Iteration 39Q: 3 clusters Score -4856932 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 37584 members 
Entering Unmasked Estep 
Score: -4856937.500000 Penalty: 3430.444580
	Iteration 40F: 3 clusters Score -4856938 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 37591 members 
Entering Unmasked Estep 
Score: -4856939.000000 Penalty: 3430.444580
	Iteration 41Q: 3 clusters Score -4856939 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 37599 members 
Entering Unmasked Estep 
Score: -4856944.000000 Penalty: 3430.444580
	Iteration 42Q: 3 clusters Score -4856944 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 37605 members 
Entering Unmasked Estep 
Score: -4856945.000000 Penalty: 3430.444580
	Iteration 43Q: 3 clusters Score -4856945 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 37607 members 
Entering Unmasked Estep 
Score: -4856945.000000 Penalty: 3430.444580
	Iteration 44Q: 3 clusters Score -4856945 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 37609 members 
Entering Unmasked Estep 
Score: -4856944.500000 Penalty: 3430.444580
	Iteration 45Q: 3 clusters Score -4856944 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 37610 members 
Entering Unmasked Estep 
Score: -4856945.000000 Penalty: 3430.444580
	Iteration 46Q: 3 clusters Score -4856945 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 37611 members 
Entering Unmasked Estep 
Score: -4856948.500000 Penalty: 3430.444580
	Iteration 47Q: 3 clusters Score -4856948 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 37612 members 
Entering Unmasked Estep 
Score: -4856947.500000 Penalty: 3430.444580
	Iteration 48Q: 3 clusters Score -4856948 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 37612 members 
Entering Unmasked Estep 
Score: -4856947.500000 Penalty: 3430.444580
	Iteration 49F: 3 clusters Score -4856948 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (39371 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39371 members 
Entering Unmasked Estep 
Score: -4727752.000000 Penalty: 1719.377563
	Iteration 0F: 2 clusters Score -4727752 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19681 members 
Mstep: Class 2 contains 19690 members 
Entering Unmasked Estep 
Score: -4701516.500000 Penalty: 3438.755127
	Iteration 0F: 3 clusters Score -4701516 nChanged 18235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19722 members 
Mstep: Class 2 contains 19649 members 
Entering Unmasked Estep 
Score: -4712250.000000 Penalty: 3438.755127
	Iteration 1F: 3 clusters Score -4712250 nChanged 2049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19885 members 
Mstep: Class 2 contains 19486 members 
Entering Unmasked Estep 
Score: -4713196.500000 Penalty: 3438.755127
	Iteration 2F: 3 clusters Score -4713196 nChanged 2086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20141 members 
Mstep: Class 2 contains 19230 members 
Entering Unmasked Estep 
Score: -4714239.000000 Penalty: 3438.755127
	Iteration 3F: 3 clusters Score -4714239 nChanged 2208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20399 members 
Mstep: Class 2 contains 18972 members 
Entering Unmasked Estep 
Score: -4715441.500000 Penalty: 3438.755127
	Iteration 4F: 3 clusters Score -4715442 nChanged 2297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20770 members 
Mstep: Class 2 contains 18601 members 
Entering Unmasked Estep 
Score: -4716820.000000 Penalty: 3438.755127
	Iteration 5F: 3 clusters Score -4716820 nChanged 2278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21070 members 
Mstep: Class 2 contains 18301 members 
Entering Unmasked Estep 
Score: -4718315.500000 Penalty: 3438.755127
	Iteration 6F: 3 clusters Score -4718316 nChanged 2206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21298 members 
Mstep: Class 2 contains 18073 members 
Entering Unmasked Estep 
Score: -4719928.500000 Penalty: 3438.755127
	Iteration 7F: 3 clusters Score -4719928 nChanged 2004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21488 members 
Mstep: Class 2 contains 17883 members 
Entering Unmasked Estep 
Score: -4721200.500000 Penalty: 3438.755127
	Iteration 8F: 3 clusters Score -4721200 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21604 members 
Mstep: Class 2 contains 17767 members 
Entering Unmasked Estep 
Score: -4721903.500000 Penalty: 3438.755127
	Iteration 9Q: 3 clusters Score -4721904 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21726 members 
Mstep: Class 2 contains 17645 members 
Entering Unmasked Estep 
Score: -4722276.500000 Penalty: 3438.755127
	Iteration 10Q: 3 clusters Score -4722276 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21861 members 
Mstep: Class 2 contains 17510 members 
Entering Unmasked Estep 
Score: -4722479.500000 Penalty: 3438.755127
	Iteration 11Q: 3 clusters Score -4722480 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21981 members 
Mstep: Class 2 contains 17390 members 
Entering Unmasked Estep 
Score: -4722633.500000 Penalty: 3438.755127
	Iteration 12Q: 3 clusters Score -4722634 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22119 members 
Mstep: Class 2 contains 17252 members 
Entering Unmasked Estep 
Score: -4722790.500000 Penalty: 3438.755127
	Iteration 13Q: 3 clusters Score -4722790 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22252 members 
Mstep: Class 2 contains 17119 members 
Entering Unmasked Estep 
Score: -4722902.500000 Penalty: 3438.755127
	Iteration 14Q: 3 clusters Score -4722902 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22359 members 
Mstep: Class 2 contains 17012 members 
Entering Unmasked Estep 
Score: -4722978.500000 Penalty: 3438.755127
	Iteration 15Q: 3 clusters Score -4722978 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22458 members 
Mstep: Class 2 contains 16913 members 
Entering Unmasked Estep 
Score: -4723047.000000 Penalty: 3438.755127
	Iteration 16Q: 3 clusters Score -4723047 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22582 members 
Mstep: Class 2 contains 16789 members 
Entering Unmasked Estep 
Score: -4723113.500000 Penalty: 3438.755127
	Iteration 17Q: 3 clusters Score -4723114 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22681 members 
Mstep: Class 2 contains 16690 members 
Entering Unmasked Estep 
Score: -4723133.500000 Penalty: 3438.755127
	Iteration 18Q: 3 clusters Score -4723134 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22774 members 
Mstep: Class 2 contains 16597 members 
Entering Unmasked Estep 
Score: -4723174.000000 Penalty: 3438.755127
	Iteration 19Q: 3 clusters Score -4723174 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22868 members 
Mstep: Class 2 contains 16503 members 
Entering Unmasked Estep 
Score: -4723203.000000 Penalty: 3438.755127
	Iteration 20F: 3 clusters Score -4723203 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22975 members 
Mstep: Class 2 contains 16396 members 
Entering Unmasked Estep 
Score: -4723243.500000 Penalty: 3438.755127
	Iteration 21Q: 3 clusters Score -4723244 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23079 members 
Mstep: Class 2 contains 16292 members 
Entering Unmasked Estep 
Score: -4723265.000000 Penalty: 3438.755127
	Iteration 22Q: 3 clusters Score -4723265 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23193 members 
Mstep: Class 2 contains 16178 members 
Entering Unmasked Estep 
Score: -4723291.500000 Penalty: 3438.755127
	Iteration 23Q: 3 clusters Score -4723292 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23316 members 
Mstep: Class 2 contains 16055 members 
Entering Unmasked Estep 
Score: -4723317.000000 Penalty: 3438.755127
	Iteration 24Q: 3 clusters Score -4723317 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23427 members 
Mstep: Class 2 contains 15944 members 
Entering Unmasked Estep 
Score: -4723335.000000 Penalty: 3438.755127
	Iteration 25Q: 3 clusters Score -4723335 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23547 members 
Mstep: Class 2 contains 15824 members 
Entering Unmasked Estep 
Score: -4723373.500000 Penalty: 3438.755127
	Iteration 26Q: 3 clusters Score -4723374 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23669 members 
Mstep: Class 2 contains 15702 members 
Entering Unmasked Estep 
Score: -4723371.000000 Penalty: 3438.755127
	Iteration 27Q: 3 clusters Score -4723371 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23767 members 
Mstep: Class 2 contains 15604 members 
Entering Unmasked Estep 
Score: -4723386.500000 Penalty: 3438.755127
	Iteration 28Q: 3 clusters Score -4723386 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23865 members 
Mstep: Class 2 contains 15506 members 
Entering Unmasked Estep 
Score: -4723388.500000 Penalty: 3438.755127
	Iteration 29Q: 3 clusters Score -4723388 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23970 members 
Mstep: Class 2 contains 15401 members 
Entering Unmasked Estep 
Score: -4723407.500000 Penalty: 3438.755127
	Iteration 30Q: 3 clusters Score -4723408 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24074 members 
Mstep: Class 2 contains 15297 members 
Entering Unmasked Estep 
Score: -4723430.500000 Penalty: 3438.755127
	Iteration 31Q: 3 clusters Score -4723430 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24185 members 
Mstep: Class 2 contains 15186 members 
Entering Unmasked Estep 
Score: -4723440.000000 Penalty: 3438.755127
	Iteration 32Q: 3 clusters Score -4723440 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24319 members 
Mstep: Class 2 contains 15052 members 
Entering Unmasked Estep 
Score: -4723452.500000 Penalty: 3438.755127
	Iteration 33Q: 3 clusters Score -4723452 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24429 members 
Mstep: Class 2 contains 14942 members 
Entering Unmasked Estep 
Score: -4723465.000000 Penalty: 3438.755127
	Iteration 34Q: 3 clusters Score -4723465 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24524 members 
Mstep: Class 2 contains 14847 members 
Entering Unmasked Estep 
Score: -4723481.000000 Penalty: 3438.755127
	Iteration 35Q: 3 clusters Score -4723481 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24614 members 
Mstep: Class 2 contains 14757 members 
Entering Unmasked Estep 
Score: -4723487.500000 Penalty: 3438.755127
	Iteration 36Q: 3 clusters Score -4723488 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24726 members 
Mstep: Class 2 contains 14645 members 
Entering Unmasked Estep 
Score: -4723513.000000 Penalty: 3438.755127
	Iteration 37Q: 3 clusters Score -4723513 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24829 members 
Mstep: Class 2 contains 14542 members 
Entering Unmasked Estep 
Score: -4723511.000000 Penalty: 3438.755127
	Iteration 38Q: 3 clusters Score -4723511 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24933 members 
Mstep: Class 2 contains 14438 members 
Entering Unmasked Estep 
Score: -4723519.500000 Penalty: 3438.755127
	Iteration 39Q: 3 clusters Score -4723520 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25059 members 
Mstep: Class 2 contains 14312 members 
Entering Unmasked Estep 
Score: -4723539.000000 Penalty: 3438.755127
	Iteration 40F: 3 clusters Score -4723539 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25174 members 
Mstep: Class 2 contains 14197 members 
Entering Unmasked Estep 
Score: -4723551.500000 Penalty: 3438.755127
	Iteration 41Q: 3 clusters Score -4723552 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25281 members 
Mstep: Class 2 contains 14090 members 
Entering Unmasked Estep 
Score: -4723557.000000 Penalty: 3438.755127
	Iteration 42Q: 3 clusters Score -4723557 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25416 members 
Mstep: Class 2 contains 13955 members 
Entering Unmasked Estep 
Score: -4723588.500000 Penalty: 3438.755127
	Iteration 43Q: 3 clusters Score -4723588 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25559 members 
Mstep: Class 2 contains 13812 members 
Entering Unmasked Estep 
Score: -4723600.500000 Penalty: 3438.755127
	Iteration 44Q: 3 clusters Score -4723600 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25714 members 
Mstep: Class 2 contains 13657 members 
Entering Unmasked Estep 
Score: -4723616.500000 Penalty: 3438.755127
	Iteration 45Q: 3 clusters Score -4723616 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25857 members 
Mstep: Class 2 contains 13514 members 
Entering Unmasked Estep 
Score: -4723641.000000 Penalty: 3438.755127
	Iteration 46Q: 3 clusters Score -4723641 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26020 members 
Mstep: Class 2 contains 13351 members 
Entering Unmasked Estep 
Score: -4723669.000000 Penalty: 3438.755127
	Iteration 47Q: 3 clusters Score -4723669 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26199 members 
Mstep: Class 2 contains 13172 members 
Entering Unmasked Estep 
Score: -4723721.500000 Penalty: 3438.755127
	Iteration 48Q: 3 clusters Score -4723722 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26392 members 
Mstep: Class 2 contains 12979 members 
Entering Unmasked Estep 
Score: -4723727.000000 Penalty: 3438.755127
	Iteration 49Q: 3 clusters Score -4723727 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26584 members 
Mstep: Class 2 contains 12787 members 
Entering Unmasked Estep 
Score: -4723743.500000 Penalty: 3438.755127
	Iteration 50Q: 3 clusters Score -4723744 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26773 members 
Mstep: Class 2 contains 12598 members 
Entering Unmasked Estep 
Score: -4723788.000000 Penalty: 3438.755127
	Iteration 51Q: 3 clusters Score -4723788 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26979 members 
Mstep: Class 2 contains 12392 members 
Entering Unmasked Estep 
Score: -4723838.000000 Penalty: 3438.755127
	Iteration 52Q: 3 clusters Score -4723838 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27184 members 
Mstep: Class 2 contains 12187 members 
Entering Unmasked Estep 
Score: -4723871.000000 Penalty: 3438.755127
	Iteration 53Q: 3 clusters Score -4723871 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27391 members 
Mstep: Class 2 contains 11980 members 
Entering Unmasked Estep 
Score: -4723921.000000 Penalty: 3438.755127
	Iteration 54Q: 3 clusters Score -4723921 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27619 members 
Mstep: Class 2 contains 11752 members 
Entering Unmasked Estep 
Score: -4723973.000000 Penalty: 3438.755127
	Iteration 55Q: 3 clusters Score -4723973 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27839 members 
Mstep: Class 2 contains 11532 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -4723986 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28028 members 
Mstep: Class 2 contains 11343 members 
Entering Unmasked Estep 
Score: -4724032.500000 Penalty: 3438.755127
	Iteration 57Q: 3 clusters Score -4724032 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28240 members 
Mstep: Class 2 contains 11131 members 
Entering Unmasked Estep 
Score: -4724062.000000 Penalty: 3438.755127
	Iteration 58Q: 3 clusters Score -4724062 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28448 members 
Mstep: Class 2 contains 10923 members 
Entering Unmasked Estep 
Score: -4724100.500000 Penalty: 3438.755127
	Iteration 59Q: 3 clusters Score -4724100 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28656 members 
Mstep: Class 2 contains 10715 members 
Entering Unmasked Estep 
Score: -4724128.000000 Penalty: 3438.755127
	Iteration 60F: 3 clusters Score -4724128 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28859 members 
Mstep: Class 2 contains 10512 members 
Entering Unmasked Estep 
Score: -4724155.000000 Penalty: 3438.755127
	Iteration 61Q: 3 clusters Score -4724155 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29048 members 
Mstep: Class 2 contains 10323 members 
Entering Unmasked Estep 
Score: -4724185.000000 Penalty: 3438.755127
	Iteration 62Q: 3 clusters Score -4724185 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29223 members 
Mstep: Class 2 contains 10148 members 
Entering Unmasked Estep 
Score: -4724190.000000 Penalty: 3438.755127
	Iteration 63Q: 3 clusters Score -4724190 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29408 members 
Mstep: Class 2 contains 9963 members 
Entering Unmasked Estep 
Score: -4724215.000000 Penalty: 3438.755127
	Iteration 64Q: 3 clusters Score -4724215 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29585 members 
Mstep: Class 2 contains 9786 members 
Entering Unmasked Estep 
Score: -4724238.000000 Penalty: 3438.755127
	Iteration 65Q: 3 clusters Score -4724238 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29749 members 
Mstep: Class 2 contains 9622 members 
Entering Unmasked Estep 
Score: -4724261.500000 Penalty: 3438.755127
	Iteration 66Q: 3 clusters Score -4724262 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29910 members 
Mstep: Class 2 contains 9461 members 
Entering Unmasked Estep 
Score: -4724296.500000 Penalty: 3438.755127
	Iteration 67Q: 3 clusters Score -4724296 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30063 members 
Mstep: Class 2 contains 9308 members 
Entering Unmasked Estep 
Score: -4724310.000000 Penalty: 3438.755127
	Iteration 68Q: 3 clusters Score -4724310 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30220 members 
Mstep: Class 2 contains 9151 members 
Entering Unmasked Estep 
Score: -4724316.000000 Penalty: 3438.755127
	Iteration 69Q: 3 clusters Score -4724316 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30376 members 
Mstep: Class 2 contains 8995 members 
Entering Unmasked Estep 
Score: -4724335.500000 Penalty: 3438.755127
	Iteration 70Q: 3 clusters Score -4724336 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30534 members 
Mstep: Class 2 contains 8837 members 
Entering Unmasked Estep 
Score: -4724349.000000 Penalty: 3438.755127
	Iteration 71Q: 3 clusters Score -4724349 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30682 members 
Mstep: Class 2 contains 8689 members 
Entering Unmasked Estep 
Score: -4724379.000000 Penalty: 3438.755127
	Iteration 72Q: 3 clusters Score -4724379 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30841 members 
Mstep: Class 2 contains 8530 members 
Entering Unmasked Estep 
Score: -4724403.000000 Penalty: 3438.755127
	Iteration 73Q: 3 clusters Score -4724403 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30994 members 
Mstep: Class 2 contains 8377 members 
Entering Unmasked Estep 
Score: -4724422.000000 Penalty: 3438.755127
	Iteration 74Q: 3 clusters Score -4724422 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31144 members 
Mstep: Class 2 contains 8227 members 
Entering Unmasked Estep 
Score: -4724439.500000 Penalty: 3438.755127
	Iteration 75Q: 3 clusters Score -4724440 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31310 members 
Mstep: Class 2 contains 8061 members 
Entering Unmasked Estep 
Score: -4724454.000000 Penalty: 3438.755127
	Iteration 76Q: 3 clusters Score -4724454 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31496 members 
Mstep: Class 2 contains 7875 members 
Entering Unmasked Estep 
Score: -4724494.500000 Penalty: 3438.755127
	Iteration 77Q: 3 clusters Score -4724494 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31687 members 
Mstep: Class 2 contains 7684 members 
Entering Unmasked Estep 
Score: -4724528.500000 Penalty: 3438.755127
	Iteration 78Q: 3 clusters Score -4724528 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31895 members 
Mstep: Class 2 contains 7476 members 
Entering Unmasked Estep 
Score: -4724567.500000 Penalty: 3438.755127
	Iteration 79Q: 3 clusters Score -4724568 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32092 members 
Mstep: Class 2 contains 7279 members 
Entering Unmasked Estep 
Score: -4724587.500000 Penalty: 3438.755127
	Iteration 80F: 3 clusters Score -4724588 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32294 members 
Mstep: Class 2 contains 7077 members 
Entering Unmasked Estep 
Score: -4724618.000000 Penalty: 3438.755127
	Iteration 81Q: 3 clusters Score -4724618 nChanged 202
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32494 members 
Mstep: Class 2 contains 6877 members 
Entering Unmasked Estep 
Score: -4724665.500000 Penalty: 3438.755127
	Iteration 82Q: 3 clusters Score -4724666 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32696 members 
Mstep: Class 2 contains 6675 members 
Entering Unmasked Estep 
Score: -4724697.000000 Penalty: 3438.755127
	Iteration 83Q: 3 clusters Score -4724697 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32930 members 
Mstep: Class 2 contains 6441 members 
Entering Unmasked Estep 
Score: -4724750.500000 Penalty: 3438.755127
	Iteration 84Q: 3 clusters Score -4724750 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33189 members 
Mstep: Class 2 contains 6182 members 
Entering Unmasked Estep 
Score: -4724836.000000 Penalty: 3438.755127
	Iteration 85Q: 3 clusters Score -4724836 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33469 members 
Mstep: Class 2 contains 5902 members 
Entering Unmasked Estep 
Score: -4724897.500000 Penalty: 3438.755127
	Iteration 86Q: 3 clusters Score -4724898 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33756 members 
Mstep: Class 2 contains 5615 members 
Entering Unmasked Estep 
Score: -4724976.500000 Penalty: 3438.755127
	Iteration 87Q: 3 clusters Score -4724976 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34060 members 
Mstep: Class 2 contains 5311 members 
Entering Unmasked Estep 
Score: -4725081.000000 Penalty: 3438.755127
	Iteration 88Q: 3 clusters Score -4725081 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34376 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -4725193.000000 Penalty: 3438.755127
	Iteration 89Q: 3 clusters Score -4725193 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34727 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -4725303.000000 Penalty: 3438.755127
	Iteration 90Q: 3 clusters Score -4725303 nChanged 354
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35077 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -4725450.500000 Penalty: 3438.755127
	Iteration 91Q: 3 clusters Score -4725450 nChanged 370
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Mstep: Class 1 contains 35447 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -4725579.000000 Penalty: 3438.755127
	Iteration 92Q: 3 clusters Score -4725579 nChanged 361
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35806 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -4725727.000000 Penalty: 3438.755127
	Iteration 93Q: 3 clusters Score -4725727 nChanged 385
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Mstep: Class 1 contains 36185 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -4725936 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36586 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -4726175.500000 Penalty: 3438.755127
	Iteration 95Q: 3 clusters Score -4726176 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36914 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -4726371.000000 Penalty: 3438.755127
	Iteration 96Q: 3 clusters Score -4726371 nChanged 279
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Mstep: Class 1 contains 37185 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -4726523.500000 Penalty: 3438.755127
	Iteration 97Q: 3 clusters Score -4726524 nChanged 246
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37419 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -4726682.000000 Penalty: 3438.755127
	Iteration 98Q: 3 clusters Score -4726682 nChanged 197
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Mstep: Class 1 contains 37602 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -4726805.000000 Penalty: 3438.755127
	Iteration 99Q: 3 clusters Score -4726805 nChanged 165
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Mstep: Class 1 contains 37751 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -4726918.000000 Penalty: 3438.755127
	Iteration 100F: 3 clusters Score -4726918 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37866 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -4727038.000000 Penalty: 3438.755127
	Iteration 101Q: 3 clusters Score -4727038 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37939 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -4727114.500000 Penalty: 3438.755127
	Iteration 102Q: 3 clusters Score -4727114 nChanged 83
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37980 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -4727143.500000 Penalty: 3438.755127
	Iteration 103Q: 3 clusters Score -4727144 nChanged 56
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38014 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -4727171.000000 Penalty: 3438.755127
	Iteration 104Q: 3 clusters Score -4727171 nChanged 67
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Mstep: Class 1 contains 38041 members 
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Entering Unmasked Estep 
Score: -4727202.500000 Penalty: 3438.755127
	Iteration 105Q: 3 clusters Score -4727202 nChanged 53
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38048 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -4727227.000000 Penalty: 3438.755127
	Iteration 106Q: 3 clusters Score -4727227 nChanged 48
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Mstep: Class 1 contains 38048 members 
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Entering Unmasked Estep 
Score: -4727240.000000 Penalty: 3438.755127
	Iteration 107Q: 3 clusters Score -4727240 nChanged 43
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Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -4727258 nChanged 39
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Mstep: Class 1 contains 38044 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -4727258 nChanged 21
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Mstep: Class 1 contains 38045 members 
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Entering Unmasked Estep 
Score: -4727273.500000 Penalty: 3438.755127
	Iteration 110Q: 3 clusters Score -4727274 nChanged 15
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Mstep: Class 1 contains 38048 members 
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Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -4727272 nChanged 11
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Mstep: Class 1 contains 38047 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -4727279.000000 Penalty: 3438.755127
	Iteration 112Q: 3 clusters Score -4727279 nChanged 9
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Entering Unmasked Estep 
Score: -4727284.500000 Penalty: 3438.755127
	Iteration 113Q: 3 clusters Score -4727284 nChanged 4
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Mstep: Class 1 contains 38040 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -4727284 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38042 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -4727286.500000 Penalty: 3438.755127
	Iteration 115Q: 3 clusters Score -4727286 nChanged 3
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Mstep: Class 1 contains 38043 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -4727287 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38039 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -4727294.000000 Penalty: 3438.755127
	Iteration 117Q: 3 clusters Score -4727294 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38038 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -4727290.000000 Penalty: 3438.755127
	Iteration 118Q: 3 clusters Score -4727290 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38037 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -4727289.000000 Penalty: 3438.755127
	Iteration 119Q: 3 clusters Score -4727289 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38037 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -4727286.500000 Penalty: 3438.755127
	Iteration 120F: 3 clusters Score -4727286 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38035 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -4727282.500000 Penalty: 3438.755127
	Iteration 121Q: 3 clusters Score -4727282 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38031 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -4727282.000000 Penalty: 3438.755127
	Iteration 122Q: 3 clusters Score -4727282 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38027 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -4727285.500000 Penalty: 3438.755127
	Iteration 123Q: 3 clusters Score -4727286 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38026 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -4727286.500000 Penalty: 3438.755127
	Iteration 124Q: 3 clusters Score -4727286 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38025 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -4727292.500000 Penalty: 3438.755127
	Iteration 125Q: 3 clusters Score -4727292 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38026 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -4727288.000000 Penalty: 3438.755127
	Iteration 126Q: 3 clusters Score -4727288 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38026 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -4727290.500000 Penalty: 3438.755127
	Iteration 127Q: 3 clusters Score -4727290 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38027 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -4727289.500000 Penalty: 3438.755127
	Iteration 128Q: 3 clusters Score -4727290 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38027 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -4727289.500000 Penalty: 3438.755127
	Iteration 129F: 3 clusters Score -4727290 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (3743 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Entering Unmasked Estep 
Score: -443018.062500 Penalty: 1336.991943
	Iteration 0F: 2 clusters Score -443018.1 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 1854 members 
Entering Unmasked Estep 
Score: -439856.531250 Penalty: 2673.983887
	Iteration 0F: 3 clusters Score -439856.5 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -440707.687500 Penalty: 2673.983887
	Iteration 1F: 3 clusters Score -440707.7 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -441014.187500 Penalty: 2673.983887
	Iteration 2F: 3 clusters Score -441014.2 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -441252.718750 Penalty: 2673.983887
	Iteration 3F: 3 clusters Score -441252.7 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -441456.375000 Penalty: 2673.983887
	Iteration 4F: 3 clusters Score -441456.4 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -441606.062500 Penalty: 2673.983887
	Iteration 5F: 3 clusters Score -441606.1 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -441711.968750 Penalty: 2673.983887
	Iteration 6Q: 3 clusters Score -441712 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -441792.937500 Penalty: 2673.983887
	Iteration 7Q: 3 clusters Score -441792.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -441868.781250 Penalty: 2673.983887
	Iteration 8Q: 3 clusters Score -441868.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -441926.187500 Penalty: 2673.983887
	Iteration 9Q: 3 clusters Score -441926.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -441970.250000 Penalty: 2673.983887
	Iteration 10Q: 3 clusters Score -441970.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -441995.375000 Penalty: 2673.983887
	Iteration 11Q: 3 clusters Score -441995.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -442025.031250 Penalty: 2673.983887
	Iteration 12Q: 3 clusters Score -442025 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -442049.312500 Penalty: 2673.983887
	Iteration 13Q: 3 clusters Score -442049.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -442078.625000 Penalty: 2673.983887
	Iteration 14Q: 3 clusters Score -442078.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -442093.468750 Penalty: 2673.983887
	Iteration 15Q: 3 clusters Score -442093.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -442110.000000 Penalty: 2673.983887
	Iteration 16Q: 3 clusters Score -442110 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -442128.593750 Penalty: 2673.983887
	Iteration 17Q: 3 clusters Score -442128.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -442164.593750 Penalty: 2673.983887
	Iteration 18Q: 3 clusters Score -442164.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -442227.875000 Penalty: 2673.983887
	Iteration 19Q: 3 clusters Score -442227.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -442345.468750 Penalty: 2673.983887
	Iteration 20F: 3 clusters Score -442345.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -442605.562500 Penalty: 2673.983887
	Iteration 21Q: 3 clusters Score -442605.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -442885.312500 Penalty: 2673.983887
	Iteration 22Q: 3 clusters Score -442885.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -442964.531250 Penalty: 2673.983887
	Iteration 23Q: 3 clusters Score -442964.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -442994.812500 Penalty: 2673.983887
	Iteration 24Q: 3 clusters Score -442994.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -443007.843750 Penalty: 2673.983887
	Iteration 25Q: 3 clusters Score -443007.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -443020.406250 Penalty: 2673.983887
	Iteration 26Q: 3 clusters Score -443020.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -443030.093750 Penalty: 2673.983887
	Iteration 27Q: 3 clusters Score -443030.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -443040.625000 Penalty: 2673.983887
	Iteration 28Q: 3 clusters Score -443040.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -443064.000000 Penalty: 2673.983887
	Iteration 29Q: 3 clusters Score -443064 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -443104.593750 Penalty: 2673.983887
	Iteration 30Q: 3 clusters Score -443104.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -443145.593750 Penalty: 2673.983887
	Iteration 31Q: 3 clusters Score -443145.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -443211.562500 Penalty: 2673.983887
	Iteration 32Q: 3 clusters Score -443211.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -443269.562500 Penalty: 2673.983887
	Iteration 33Q: 3 clusters Score -443269.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -443292.812500 Penalty: 2673.983887
	Iteration 34Q: 3 clusters Score -443292.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -443301.906250 Penalty: 2673.983887
	Iteration 35Q: 3 clusters Score -443301.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -443310.281250 Penalty: 2673.983887
	Iteration 36Q: 3 clusters Score -443310.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -443315.937500 Penalty: 2673.983887
	Iteration 37Q: 3 clusters Score -443315.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -443320.437500 Penalty: 2673.983887
	Iteration 38Q: 3 clusters Score -443320.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -443326.750000 Penalty: 2673.983887
	Iteration 39Q: 3 clusters Score -443326.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -443328.843750 Penalty: 2673.983887
	Iteration 40F: 3 clusters Score -443328.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -443329.281250 Penalty: 2673.983887
	Iteration 41Q: 3 clusters Score -443329.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -443330.562500 Penalty: 2673.983887
	Iteration 42Q: 3 clusters Score -443330.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -443330.562500 Penalty: 2673.983887
	Iteration 43F: 3 clusters Score -443330.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 8916 members 
Mstep: Class 3 contains 100439 members 
Mstep: Class 4 contains 10465 members 
Mstep: Class 5 contains 2248 members 
Mstep: Class 6 contains 24589 members 
Mstep: Class 7 contains 13969 members 
Mstep: Class 8 contains 8114 members 
Mstep: Class 9 contains 18211 members 
Mstep: Class 10 contains 9487 members 
Mstep: Class 11 contains 9025 members 
Mstep: Class 12 contains 3231 members 
Mstep: Class 13 contains 17957 members 
Mstep: Class 14 contains 38377 members 
Mstep: Class 15 contains 39371 members 
Mstep: Class 16 contains 1551 members 
Mstep: Class 17 contains 5823 members 
Mstep: Class 18 contains 47443 members 
Mstep: Class 19 contains 3485 members 
Mstep: Class 20 contains 3187 members 
Mstep: Class 21 contains 1108 members 
Mstep: Class 22 contains 3316 members 
Mstep: Class 23 contains 43895 members 
Mstep: Class 24 contains 13014 members 
Mstep: Class 25 contains 12667 members 
Mstep: Class 26 contains 2892 members 
Mstep: Class 27 contains 10292 members 
Mstep: Class 28 contains 2334 members 
Mstep: Class 29 contains 25528 members 
Mstep: Class 30 contains 35845 members 
Mstep: Class 31 contains 4577 members 
Mstep: Class 32 contains 23748 members 
Mstep: Class 33 contains 12307 members 
Mstep: Class 34 contains 6105 members 
Mstep: Class 35 contains 4672 members 
Mstep: Class 36 contains 2379 members 
Mstep: Class 37 contains 17832 members 
Mstep: Class 38 contains 8799 members 
Mstep: Class 39 contains 4993 members 
Mstep: Class 40 contains 14622 members 
Mstep: Class 41 contains 10860 members 
Mstep: Class 42 contains 13472 members 
Mstep: Class 43 contains 144559 members 
Mstep: Class 44 contains 29290 members 
Mstep: Class 45 contains 2938 members 
Mstep: Class 46 contains 2192 members 
Entering Unmasked Estep 
Score: -100314320.000000 Penalty: 101793.265625
Splitting cluster 16 changes total score from -100314568.000000 to -100314320.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 17 (5823 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5823 members 
Entering Unmasked Estep 
Score: -725247.187500 Penalty: 1408.805298
	Iteration 0F: 2 clusters Score -725247.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -720701.937500 Penalty: 2817.610596
	Iteration 0F: 3 clusters Score -720701.9 nChanged 2383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -722008.750000 Penalty: 2817.610596
	Iteration 1F: 3 clusters Score -722008.8 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -722256.562500 Penalty: 2817.610596
	Iteration 2F: 3 clusters Score -722256.6 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -722499.375000 Penalty: 2817.610596
	Iteration 3F: 3 clusters Score -722499.4 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -722739.437500 Penalty: 2817.610596
	Iteration 4F: 3 clusters Score -722739.4 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -722934.187500 Penalty: 2817.610596
	Iteration 5Q: 3 clusters Score -722934.2 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -723122.500000 Penalty: 2817.610596
	Iteration 6Q: 3 clusters Score -723122.5 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -723318.500000 Penalty: 2817.610596
	Iteration 7Q: 3 clusters Score -723318.5 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -723484.312500 Penalty: 2817.610596
	Iteration 8Q: 3 clusters Score -723484.3 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -723633.687500 Penalty: 2817.610596
	Iteration 9Q: 3 clusters Score -723633.7 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -723761.000000 Penalty: 2817.610596
	Iteration 10Q: 3 clusters Score -723761 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -723868.625000 Penalty: 2817.610596
	Iteration 11Q: 3 clusters Score -723868.6 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -723973.750000 Penalty: 2817.610596
	Iteration 12Q: 3 clusters Score -723973.8 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -724080.437500 Penalty: 2817.610596
	Iteration 13Q: 3 clusters Score -724080.4 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -724212.312500 Penalty: 2817.610596
	Iteration 14Q: 3 clusters Score -724212.3 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -724392.625000 Penalty: 2817.610596
	Iteration 15Q: 3 clusters Score -724392.6 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -724597.875000 Penalty: 2817.610596
	Iteration 16Q: 3 clusters Score -724597.9 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -724739.312500 Penalty: 2817.610596
	Iteration 17Q: 3 clusters Score -724739.3 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -724802.625000 Penalty: 2817.610596
	Iteration 18Q: 3 clusters Score -724802.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -724836.562500 Penalty: 2817.610596
	Iteration 19Q: 3 clusters Score -724836.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -724853.687500 Penalty: 2817.610596
	Iteration 20F: 3 clusters Score -724853.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -724864.687500 Penalty: 2817.610596
	Iteration 21Q: 3 clusters Score -724864.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -724878.000000 Penalty: 2817.610596
	Iteration 22Q: 3 clusters Score -724878 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -724884.937500 Penalty: 2817.610596
	Iteration 23Q: 3 clusters Score -724884.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -724893.125000 Penalty: 2817.610596
	Iteration 24Q: 3 clusters Score -724893.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -724896.187500 Penalty: 2817.610596
	Iteration 25Q: 3 clusters Score -724896.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -724898.375000 Penalty: 2817.610596
	Iteration 26Q: 3 clusters Score -724898.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -724896.500000 Penalty: 2817.610596
	Iteration 27Q: 3 clusters Score -724896.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -724898.250000 Penalty: 2817.610596
	Iteration 28Q: 3 clusters Score -724898.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -724899.812500 Penalty: 2817.610596
	Iteration 29Q: 3 clusters Score -724899.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -724900.187500 Penalty: 2817.610596
	Iteration 30Q: 3 clusters Score -724900.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -724900.187500 Penalty: 2817.610596
	Iteration 31F: 3 clusters Score -724900.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (47443 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47443 members 
Entering Unmasked Estep 
Score: -5985298.500000 Penalty: 1749.683716
	Iteration 0F: 2 clusters Score -5985298 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23612 members 
Mstep: Class 2 contains 23831 members 
Entering Unmasked Estep 
Score: -5953554.500000 Penalty: 3499.367432
	Iteration 0F: 3 clusters Score -5953554 nChanged 22296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22854 members 
Mstep: Class 2 contains 24589 members 
Entering Unmasked Estep 
Score: -5966261.500000 Penalty: 3499.367432
	Iteration 1F: 3 clusters Score -5966262 nChanged 1913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22139 members 
Mstep: Class 2 contains 25304 members 
Entering Unmasked Estep 
Score: -5966852.500000 Penalty: 3499.367432
	Iteration 2Q: 3 clusters Score -5966852 nChanged 2013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21092 members 
Mstep: Class 2 contains 26351 members 
Entering Unmasked Estep 
Score: -5967605.000000 Penalty: 3499.367432
	Iteration 3Q: 3 clusters Score -5967605 nChanged 2374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19548 members 
Mstep: Class 2 contains 27895 members 
Entering Unmasked Estep 
Score: -5968773.000000 Penalty: 3499.367432
	Iteration 4F: 3 clusters Score -5968773 nChanged 2830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17406 members 
Mstep: Class 2 contains 30037 members 
Entering Unmasked Estep 
Score: -5970570.000000 Penalty: 3499.367432
	Iteration 5F: 3 clusters Score -5970570 nChanged 3223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14799 members 
Mstep: Class 2 contains 32644 members 
Entering Unmasked Estep 
Score: -5973038.500000 Penalty: 3499.367432
	Iteration 6F: 3 clusters Score -5973038 nChanged 3294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12175 members 
Mstep: Class 2 contains 35268 members 
Entering Unmasked Estep 
Score: -5975952.000000 Penalty: 3499.367432
	Iteration 7F: 3 clusters Score -5975952 nChanged 2786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10095 members 
Mstep: Class 2 contains 37348 members 
Entering Unmasked Estep 
Score: -5978571.000000 Penalty: 3499.367432
	Iteration 8F: 3 clusters Score -5978571 nChanged 2118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8737 members 
Mstep: Class 2 contains 38706 members 
Entering Unmasked Estep 
Score: -5980506.000000 Penalty: 3499.367432
	Iteration 9Q: 3 clusters Score -5980506 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8031 members 
Mstep: Class 2 contains 39412 members 
Entering Unmasked Estep 
Score: -5981665.000000 Penalty: 3499.367432
	Iteration 10Q: 3 clusters Score -5981665 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7564 members 
Mstep: Class 2 contains 39879 members 
Entering Unmasked Estep 
Score: -5982290.000000 Penalty: 3499.367432
	Iteration 11Q: 3 clusters Score -5982290 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7197 members 
Mstep: Class 2 contains 40246 members 
Entering Unmasked Estep 
Score: -5982646.000000 Penalty: 3499.367432
	Iteration 12Q: 3 clusters Score -5982646 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6929 members 
Mstep: Class 2 contains 40514 members 
Entering Unmasked Estep 
Score: -5982813.500000 Penalty: 3499.367432
	Iteration 13Q: 3 clusters Score -5982814 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6707 members 
Mstep: Class 2 contains 40736 members 
Entering Unmasked Estep 
Score: -5982958.000000 Penalty: 3499.367432
	Iteration 14Q: 3 clusters Score -5982958 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6506 members 
Mstep: Class 2 contains 40937 members 
Entering Unmasked Estep 
Score: -5983071.500000 Penalty: 3499.367432
	Iteration 15Q: 3 clusters Score -5983072 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6307 members 
Mstep: Class 2 contains 41136 members 
Entering Unmasked Estep 
Score: -5983141.000000 Penalty: 3499.367432
	Iteration 16Q: 3 clusters Score -5983141 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6128 members 
Mstep: Class 2 contains 41315 members 
Entering Unmasked Estep 
Score: -5983209.500000 Penalty: 3499.367432
	Iteration 17Q: 3 clusters Score -5983210 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5962 members 
Mstep: Class 2 contains 41481 members 
Entering Unmasked Estep 
Score: -5983257.000000 Penalty: 3499.367432
	Iteration 18Q: 3 clusters Score -5983257 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 41626 members 
Entering Unmasked Estep 
Score: -5983283.000000 Penalty: 3499.367432
	Iteration 19Q: 3 clusters Score -5983283 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 41768 members 
Entering Unmasked Estep 
Score: -5983333.000000 Penalty: 3499.367432
	Iteration 20F: 3 clusters Score -5983333 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5550 members 
Mstep: Class 2 contains 41893 members 
Entering Unmasked Estep 
Score: -5983365.000000 Penalty: 3499.367432
	Iteration 21Q: 3 clusters Score -5983365 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5430 members 
Mstep: Class 2 contains 42013 members 
Entering Unmasked Estep 
Score: -5983378.500000 Penalty: 3499.367432
	Iteration 22Q: 3 clusters Score -5983378 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 42121 members 
Entering Unmasked Estep 
Score: -5983399.500000 Penalty: 3499.367432
	Iteration 23Q: 3 clusters Score -5983400 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5227 members 
Mstep: Class 2 contains 42216 members 
Entering Unmasked Estep 
Score: -5983427.000000 Penalty: 3499.367432
	Iteration 24Q: 3 clusters Score -5983427 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 42318 members 
Entering Unmasked Estep 
Score: -5983455.500000 Penalty: 3499.367432
	Iteration 25Q: 3 clusters Score -5983456 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 42425 members 
Entering Unmasked Estep 
Score: -5983480.500000 Penalty: 3499.367432
	Iteration 26Q: 3 clusters Score -5983480 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 42539 members 
Entering Unmasked Estep 
Score: -5983520.500000 Penalty: 3499.367432
	Iteration 27Q: 3 clusters Score -5983520 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 42661 members 
Entering Unmasked Estep 
Score: -5983557.000000 Penalty: 3499.367432
	Iteration 28Q: 3 clusters Score -5983557 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 42779 members 
Entering Unmasked Estep 
Score: -5983577.000000 Penalty: 3499.367432
	Iteration 29Q: 3 clusters Score -5983577 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 42904 members 
Entering Unmasked Estep 
Score: -5983605.500000 Penalty: 3499.367432
	Iteration 30Q: 3 clusters Score -5983606 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 43019 members 
Entering Unmasked Estep 
Score: -5983622.500000 Penalty: 3499.367432
	Iteration 31Q: 3 clusters Score -5983622 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 43124 members 
Entering Unmasked Estep 
Score: -5983659.000000 Penalty: 3499.367432
	Iteration 32Q: 3 clusters Score -5983659 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 43214 members 
Entering Unmasked Estep 
Score: -5983683.500000 Penalty: 3499.367432
	Iteration 33Q: 3 clusters Score -5983684 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 43290 members 
Entering Unmasked Estep 
Score: -5983703.500000 Penalty: 3499.367432
	Iteration 34Q: 3 clusters Score -5983704 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 43364 members 
Entering Unmasked Estep 
Score: -5983717.500000 Penalty: 3499.367432
	Iteration 35Q: 3 clusters Score -5983718 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 43436 members 
Entering Unmasked Estep 
Score: -5983730.000000 Penalty: 3499.367432
	Iteration 36Q: 3 clusters Score -5983730 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 43503 members 
Entering Unmasked Estep 
Score: -5983748.000000 Penalty: 3499.367432
	Iteration 37Q: 3 clusters Score -5983748 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 43575 members 
Entering Unmasked Estep 
Score: -5983767.000000 Penalty: 3499.367432
	Iteration 38Q: 3 clusters Score -5983767 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 43653 members 
Entering Unmasked Estep 
Score: -5983802.500000 Penalty: 3499.367432
	Iteration 39Q: 3 clusters Score -5983802 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 43728 members 
Entering Unmasked Estep 
Score: -5983829.000000 Penalty: 3499.367432
	Iteration 40F: 3 clusters Score -5983829 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 43797 members 
Entering Unmasked Estep 
Score: -5983845.000000 Penalty: 3499.367432
	Iteration 41Q: 3 clusters Score -5983845 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 43859 members 
Entering Unmasked Estep 
Score: -5983850.500000 Penalty: 3499.367432
	Iteration 42Q: 3 clusters Score -5983850 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 43922 members 
Entering Unmasked Estep 
Score: -5983862.000000 Penalty: 3499.367432
	Iteration 43Q: 3 clusters Score -5983862 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 43975 members 
Entering Unmasked Estep 
Score: -5983884.000000 Penalty: 3499.367432
	Iteration 44Q: 3 clusters Score -5983884 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 44022 members 
Entering Unmasked Estep 
Score: -5983900.000000 Penalty: 3499.367432
	Iteration 45Q: 3 clusters Score -5983900 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 44068 members 
Entering Unmasked Estep 
Score: -5983905.000000 Penalty: 3499.367432
	Iteration 46Q: 3 clusters Score -5983905 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 44106 members 
Entering Unmasked Estep 
Score: -5983906.000000 Penalty: 3499.367432
	Iteration 47Q: 3 clusters Score -5983906 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 44142 members 
Entering Unmasked Estep 
Score: -5983908.500000 Penalty: 3499.367432
	Iteration 48Q: 3 clusters Score -5983908 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 44186 members 
Entering Unmasked Estep 
Score: -5983928.000000 Penalty: 3499.367432
	Iteration 49Q: 3 clusters Score -5983928 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 44231 members 
Entering Unmasked Estep 
Score: -5983938.000000 Penalty: 3499.367432
	Iteration 50Q: 3 clusters Score -5983938 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 44279 members 
Entering Unmasked Estep 
Score: -5983946.000000 Penalty: 3499.367432
	Iteration 51Q: 3 clusters Score -5983946 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 44329 members 
Entering Unmasked Estep 
Score: -5983953.500000 Penalty: 3499.367432
	Iteration 52Q: 3 clusters Score -5983954 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 44379 members 
Entering Unmasked Estep 
Score: -5983959.500000 Penalty: 3499.367432
	Iteration 53Q: 3 clusters Score -5983960 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 44424 members 
Entering Unmasked Estep 
Score: -5983966.000000 Penalty: 3499.367432
	Iteration 54Q: 3 clusters Score -5983966 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 44451 members 
Entering Unmasked Estep 
Score: -5983974.000000 Penalty: 3499.367432
	Iteration 55Q: 3 clusters Score -5983974 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 44487 members 
Entering Unmasked Estep 
Score: -5983970.000000 Penalty: 3499.367432
	Iteration 56Q: 3 clusters Score -5983970 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 44518 members 
Entering Unmasked Estep 
Score: -5983971.000000 Penalty: 3499.367432
	Iteration 57Q: 3 clusters Score -5983971 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 44539 members 
Entering Unmasked Estep 
Score: -5983971.500000 Penalty: 3499.367432
	Iteration 58Q: 3 clusters Score -5983972 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 44569 members 
Entering Unmasked Estep 
Score: -5983980.000000 Penalty: 3499.367432
	Iteration 59Q: 3 clusters Score -5983980 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 44606 members 
Entering Unmasked Estep 
Score: -5984004.000000 Penalty: 3499.367432
	Iteration 60F: 3 clusters Score -5984004 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 44655 members 
Entering Unmasked Estep 
Score: -5984022.500000 Penalty: 3499.367432
	Iteration 61Q: 3 clusters Score -5984022 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 44706 members 
Entering Unmasked Estep 
Score: -5984016.000000 Penalty: 3499.367432
	Iteration 62Q: 3 clusters Score -5984016 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 44752 members 
Entering Unmasked Estep 
Score: -5984028.000000 Penalty: 3499.367432
	Iteration 63Q: 3 clusters Score -5984028 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 44779 members 
Entering Unmasked Estep 
Score: -5984033.500000 Penalty: 3499.367432
	Iteration 64Q: 3 clusters Score -5984034 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 44822 members 
Entering Unmasked Estep 
Score: -5984042.000000 Penalty: 3499.367432
	Iteration 65Q: 3 clusters Score -5984042 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 44859 members 
Entering Unmasked Estep 
Score: -5984038.000000 Penalty: 3499.367432
	Iteration 66Q: 3 clusters Score -5984038 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 44889 members 
Entering Unmasked Estep 
Score: -5984038.500000 Penalty: 3499.367432
	Iteration 67Q: 3 clusters Score -5984038 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 44915 members 
Entering Unmasked Estep 
Score: -5984042.000000 Penalty: 3499.367432
	Iteration 68Q: 3 clusters Score -5984042 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 44941 members 
Entering Unmasked Estep 
Score: -5984035.000000 Penalty: 3499.367432
	Iteration 69Q: 3 clusters Score -5984035 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 44974 members 
Entering Unmasked Estep 
Score: -5984036.500000 Penalty: 3499.367432
	Iteration 70Q: 3 clusters Score -5984036 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 44991 members 
Entering Unmasked Estep 
Score: -5984045.500000 Penalty: 3499.367432
	Iteration 71Q: 3 clusters Score -5984046 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 45009 members 
Entering Unmasked Estep 
Score: -5984050.000000 Penalty: 3499.367432
	Iteration 72Q: 3 clusters Score -5984050 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 45022 members 
Entering Unmasked Estep 
Score: -5984049.000000 Penalty: 3499.367432
	Iteration 73Q: 3 clusters Score -5984049 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 45033 members 
Entering Unmasked Estep 
Score: -5984052.000000 Penalty: 3499.367432
	Iteration 74Q: 3 clusters Score -5984052 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 45043 members 
Entering Unmasked Estep 
Score: -5984050.500000 Penalty: 3499.367432
	Iteration 75Q: 3 clusters Score -5984050 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 45052 members 
Entering Unmasked Estep 
Score: -5984049.500000 Penalty: 3499.367432
	Iteration 76Q: 3 clusters Score -5984050 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 45067 members 
Entering Unmasked Estep 
Score: -5984046.500000 Penalty: 3499.367432
	Iteration 77Q: 3 clusters Score -5984046 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 45080 members 
Entering Unmasked Estep 
Score: -5984054.000000 Penalty: 3499.367432
	Iteration 78Q: 3 clusters Score -5984054 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 45097 members 
Entering Unmasked Estep 
Score: -5984060.500000 Penalty: 3499.367432
	Iteration 79Q: 3 clusters Score -5984060 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 45119 members 
Entering Unmasked Estep 
Score: -5984061.500000 Penalty: 3499.367432
	Iteration 80F: 3 clusters Score -5984062 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 45143 members 
Entering Unmasked Estep 
Score: -5984063.500000 Penalty: 3499.367432
	Iteration 81Q: 3 clusters Score -5984064 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 45158 members 
Entering Unmasked Estep 
Score: -5984068.500000 Penalty: 3499.367432
	Iteration 82Q: 3 clusters Score -5984068 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 45172 members 
Entering Unmasked Estep 
Score: -5984070.000000 Penalty: 3499.367432
	Iteration 83Q: 3 clusters Score -5984070 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 45194 members 
Entering Unmasked Estep 
Score: -5984076.500000 Penalty: 3499.367432
	Iteration 84Q: 3 clusters Score -5984076 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 45218 members 
Entering Unmasked Estep 
Score: -5984080.000000 Penalty: 3499.367432
	Iteration 85Q: 3 clusters Score -5984080 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 45237 members 
Entering Unmasked Estep 
Score: -5984087.000000 Penalty: 3499.367432
	Iteration 86Q: 3 clusters Score -5984087 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 45264 members 
Entering Unmasked Estep 
Score: -5984095.000000 Penalty: 3499.367432
	Iteration 87Q: 3 clusters Score -5984095 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 45291 members 
Entering Unmasked Estep 
Score: -5984103.500000 Penalty: 3499.367432
	Iteration 88Q: 3 clusters Score -5984104 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 45318 members 
Entering Unmasked Estep 
Score: -5984111.000000 Penalty: 3499.367432
	Iteration 89Q: 3 clusters Score -5984111 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 45343 members 
Entering Unmasked Estep 
Score: -5984116.000000 Penalty: 3499.367432
	Iteration 90Q: 3 clusters Score -5984116 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 45365 members 
Entering Unmasked Estep 
Score: -5984127.000000 Penalty: 3499.367432
	Iteration 91Q: 3 clusters Score -5984127 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 45386 members 
Entering Unmasked Estep 
Score: -5984120.500000 Penalty: 3499.367432
	Iteration 92Q: 3 clusters Score -5984120 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 45405 members 
Entering Unmasked Estep 
Score: -5984124.000000 Penalty: 3499.367432
	Iteration 93Q: 3 clusters Score -5984124 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 45416 members 
Entering Unmasked Estep 
Score: -5984131.500000 Penalty: 3499.367432
	Iteration 94Q: 3 clusters Score -5984132 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 45427 members 
Entering Unmasked Estep 
Score: -5984135.000000 Penalty: 3499.367432
	Iteration 95Q: 3 clusters Score -5984135 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 45437 members 
Entering Unmasked Estep 
Score: -5984144.000000 Penalty: 3499.367432
	Iteration 96Q: 3 clusters Score -5984144 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 45450 members 
Entering Unmasked Estep 
Score: -5984146.500000 Penalty: 3499.367432
	Iteration 97Q: 3 clusters Score -5984146 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 45460 members 
Entering Unmasked Estep 
Score: -5984148.500000 Penalty: 3499.367432
	Iteration 98Q: 3 clusters Score -5984148 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 45470 members 
Entering Unmasked Estep 
Score: -5984147.000000 Penalty: 3499.367432
	Iteration 99Q: 3 clusters Score -5984147 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 45478 members 
Entering Unmasked Estep 
Score: -5984148.000000 Penalty: 3499.367432
	Iteration 100F: 3 clusters Score -5984148 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 45488 members 
Entering Unmasked Estep 
Score: -5984154.000000 Penalty: 3499.367432
	Iteration 101Q: 3 clusters Score -5984154 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 45499 members 
Entering Unmasked Estep 
Score: -5984150.000000 Penalty: 3499.367432
	Iteration 102Q: 3 clusters Score -5984150 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 45513 members 
Entering Unmasked Estep 
Score: -5984148.500000 Penalty: 3499.367432
	Iteration 103Q: 3 clusters Score -5984148 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 45518 members 
Entering Unmasked Estep 
Score: -5984159.000000 Penalty: 3499.367432
	Iteration 104Q: 3 clusters Score -5984159 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 45522 members 
Entering Unmasked Estep 
Score: -5984160.000000 Penalty: 3499.367432
	Iteration 105Q: 3 clusters Score -5984160 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 45526 members 
Entering Unmasked Estep 
Score: -5984163.500000 Penalty: 3499.367432
	Iteration 106Q: 3 clusters Score -5984164 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 45529 members 
Entering Unmasked Estep 
Score: -5984167.000000 Penalty: 3499.367432
	Iteration 107Q: 3 clusters Score -5984167 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 45531 members 
Entering Unmasked Estep 
Score: -5984168.000000 Penalty: 3499.367432
	Iteration 108Q: 3 clusters Score -5984168 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 45532 members 
Entering Unmasked Estep 
Score: -5984166.500000 Penalty: 3499.367432
	Iteration 109Q: 3 clusters Score -5984166 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 45533 members 
Entering Unmasked Estep 
Score: -5984167.000000 Penalty: 3499.367432
	Iteration 110Q: 3 clusters Score -5984167 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 45533 members 
Entering Unmasked Estep 
Score: -5984167.000000 Penalty: 3499.367432
	Iteration 111F: 3 clusters Score -5984167 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (3485 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Entering Unmasked Estep 
Score: -422711.093750 Penalty: 1325.386230
	Iteration 0F: 2 clusters Score -422711.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -419734.437500 Penalty: 2650.772461
	Iteration 0F: 3 clusters Score -419734.4 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -420677.625000 Penalty: 2650.772461
	Iteration 1F: 3 clusters Score -420677.6 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -420892.281250 Penalty: 2650.772461
	Iteration 2F: 3 clusters Score -420892.3 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -421041.718750 Penalty: 2650.772461
	Iteration 3F: 3 clusters Score -421041.7 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -421164.437500 Penalty: 2650.772461
	Iteration 4Q: 3 clusters Score -421164.4 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -421278.812500 Penalty: 2650.772461
	Iteration 5Q: 3 clusters Score -421278.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -421364.281250 Penalty: 2650.772461
	Iteration 6Q: 3 clusters Score -421364.3 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -421442.875000 Penalty: 2650.772461
	Iteration 7Q: 3 clusters Score -421442.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -421513.937500 Penalty: 2650.772461
	Iteration 8Q: 3 clusters Score -421513.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -421588.750000 Penalty: 2650.772461
	Iteration 9Q: 3 clusters Score -421588.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -421638.937500 Penalty: 2650.772461
	Iteration 10Q: 3 clusters Score -421638.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -421693.187500 Penalty: 2650.772461
	Iteration 11Q: 3 clusters Score -421693.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -421733.000000 Penalty: 2650.772461
	Iteration 12Q: 3 clusters Score -421733 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -421779.156250 Penalty: 2650.772461
	Iteration 13Q: 3 clusters Score -421779.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -421816.468750 Penalty: 2650.772461
	Iteration 14Q: 3 clusters Score -421816.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -421850.750000 Penalty: 2650.772461
	Iteration 15Q: 3 clusters Score -421850.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -421874.281250 Penalty: 2650.772461
	Iteration 16Q: 3 clusters Score -421874.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -421900.062500 Penalty: 2650.772461
	Iteration 17Q: 3 clusters Score -421900.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -421922.156250 Penalty: 2650.772461
	Iteration 18Q: 3 clusters Score -421922.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -421942.781250 Penalty: 2650.772461
	Iteration 19Q: 3 clusters Score -421942.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -421955.718750 Penalty: 2650.772461
	Iteration 20F: 3 clusters Score -421955.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -421963.687500 Penalty: 2650.772461
	Iteration 21Q: 3 clusters Score -421963.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -421972.437500 Penalty: 2650.772461
	Iteration 22Q: 3 clusters Score -421972.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -421978.500000 Penalty: 2650.772461
	Iteration 23Q: 3 clusters Score -421978.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -421981.875000 Penalty: 2650.772461
	Iteration 24Q: 3 clusters Score -421981.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -421988.156250 Penalty: 2650.772461
	Iteration 25Q: 3 clusters Score -421988.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -421989.875000 Penalty: 2650.772461
	Iteration 26Q: 3 clusters Score -421989.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -421993.125000 Penalty: 2650.772461
	Iteration 27Q: 3 clusters Score -421993.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -421994.906250 Penalty: 2650.772461
	Iteration 28Q: 3 clusters Score -421994.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -421997.437500 Penalty: 2650.772461
	Iteration 29Q: 3 clusters Score -421997.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -421998.812500 Penalty: 2650.772461
	Iteration 30Q: 3 clusters Score -421998.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -422000.531250 Penalty: 2650.772461
	Iteration 31Q: 3 clusters Score -422000.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -422003.156250 Penalty: 2650.772461
	Iteration 32Q: 3 clusters Score -422003.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -422005.718750 Penalty: 2650.772461
	Iteration 33Q: 3 clusters Score -422005.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -422007.750000 Penalty: 2650.772461
	Iteration 34Q: 3 clusters Score -422007.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -422008.812500 Penalty: 2650.772461
	Iteration 35Q: 3 clusters Score -422008.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -422010.968750 Penalty: 2650.772461
	Iteration 36Q: 3 clusters Score -422011 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -422014.562500 Penalty: 2650.772461
	Iteration 37Q: 3 clusters Score -422014.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -422016.437500 Penalty: 2650.772461
	Iteration 38Q: 3 clusters Score -422016.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -422017.656250 Penalty: 2650.772461
	Iteration 39Q: 3 clusters Score -422017.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -422018.125000 Penalty: 2650.772461
	Iteration 40F: 3 clusters Score -422018.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -422018.906250 Penalty: 2650.772461
	Iteration 41Q: 3 clusters Score -422018.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -422020.968750 Penalty: 2650.772461
	Iteration 42Q: 3 clusters Score -422021 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -422021.500000 Penalty: 2650.772461
	Iteration 43Q: 3 clusters Score -422021.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -422022.718750 Penalty: 2650.772461
	Iteration 44Q: 3 clusters Score -422022.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -422025.000000 Penalty: 2650.772461
	Iteration 45Q: 3 clusters Score -422025 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -422025.531250 Penalty: 2650.772461
	Iteration 46Q: 3 clusters Score -422025.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -422026.968750 Penalty: 2650.772461
	Iteration 47Q: 3 clusters Score -422027 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -422028.000000 Penalty: 2650.772461
	Iteration 48Q: 3 clusters Score -422028 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -422028.531250 Penalty: 2650.772461
	Iteration 49Q: 3 clusters Score -422028.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -422029.375000 Penalty: 2650.772461
	Iteration 50Q: 3 clusters Score -422029.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -422030.593750 Penalty: 2650.772461
	Iteration 51Q: 3 clusters Score -422030.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -422032.562500 Penalty: 2650.772461
	Iteration 52Q: 3 clusters Score -422032.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -422033.781250 Penalty: 2650.772461
	Iteration 53Q: 3 clusters Score -422033.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -422034.906250 Penalty: 2650.772461
	Iteration 54Q: 3 clusters Score -422034.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -422036.500000 Penalty: 2650.772461
	Iteration 55Q: 3 clusters Score -422036.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -422036.593750 Penalty: 2650.772461
	Iteration 56Q: 3 clusters Score -422036.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -422037.406250 Penalty: 2650.772461
	Iteration 57Q: 3 clusters Score -422037.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -422037.156250 Penalty: 2650.772461
	Iteration 58Q: 3 clusters Score -422037.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -422037.812500 Penalty: 2650.772461
	Iteration 59Q: 3 clusters Score -422037.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -422038.281250 Penalty: 2650.772461
	Iteration 60F: 3 clusters Score -422038.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -422040.093750 Penalty: 2650.772461
	Iteration 61Q: 3 clusters Score -422040.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -422042.000000 Penalty: 2650.772461
	Iteration 62Q: 3 clusters Score -422042 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -422042.531250 Penalty: 2650.772461
	Iteration 63Q: 3 clusters Score -422042.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -422042.656250 Penalty: 2650.772461
	Iteration 64Q: 3 clusters Score -422042.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -422045.156250 Penalty: 2650.772461
	Iteration 65Q: 3 clusters Score -422045.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -422046.468750 Penalty: 2650.772461
	Iteration 66Q: 3 clusters Score -422046.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -422049.062500 Penalty: 2650.772461
	Iteration 67Q: 3 clusters Score -422049.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -422050.062500 Penalty: 2650.772461
	Iteration 68Q: 3 clusters Score -422050.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -422051.187500 Penalty: 2650.772461
	Iteration 69Q: 3 clusters Score -422051.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -422053.031250 Penalty: 2650.772461
	Iteration 70Q: 3 clusters Score -422053 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -422055.906250 Penalty: 2650.772461
	Iteration 71Q: 3 clusters Score -422055.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -422059.156250 Penalty: 2650.772461
	Iteration 72Q: 3 clusters Score -422059.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -422063.218750 Penalty: 2650.772461
	Iteration 73Q: 3 clusters Score -422063.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -422068.968750 Penalty: 2650.772461
	Iteration 74Q: 3 clusters Score -422069 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -422077.531250 Penalty: 2650.772461
	Iteration 75Q: 3 clusters Score -422077.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -422084.718750 Penalty: 2650.772461
	Iteration 76Q: 3 clusters Score -422084.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -422088.093750 Penalty: 2650.772461
	Iteration 77Q: 3 clusters Score -422088.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -422091.437500 Penalty: 2650.772461
	Iteration 78Q: 3 clusters Score -422091.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -422097.312500 Penalty: 2650.772461
	Iteration 79Q: 3 clusters Score -422097.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -422099.375000 Penalty: 2650.772461
	Iteration 80F: 3 clusters Score -422099.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -422101.500000 Penalty: 2650.772461
	Iteration 81Q: 3 clusters Score -422101.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -422106.875000 Penalty: 2650.772461
	Iteration 82Q: 3 clusters Score -422106.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -422110.468750 Penalty: 2650.772461
	Iteration 83Q: 3 clusters Score -422110.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -422113.812500 Penalty: 2650.772461
	Iteration 84Q: 3 clusters Score -422113.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -422118.750000 Penalty: 2650.772461
	Iteration 85Q: 3 clusters Score -422118.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -422123.937500 Penalty: 2650.772461
	Iteration 86Q: 3 clusters Score -422123.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -422124.593750 Penalty: 2650.772461
	Iteration 87Q: 3 clusters Score -422124.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -422125.625000 Penalty: 2650.772461
	Iteration 88Q: 3 clusters Score -422125.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -422125.437500 Penalty: 2650.772461
	Iteration 89Q: 3 clusters Score -422125.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -422125.937500 Penalty: 2650.772461
	Iteration 90Q: 3 clusters Score -422125.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -422127.656250 Penalty: 2650.772461
	Iteration 91Q: 3 clusters Score -422127.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -422127.625000 Penalty: 2650.772461
	Iteration 92Q: 3 clusters Score -422127.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -422127.875000 Penalty: 2650.772461
	Iteration 93Q: 3 clusters Score -422127.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -422127.875000 Penalty: 2650.772461
	Iteration 94F: 3 clusters Score -422127.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (3187 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Entering Unmasked Estep 
Score: -329281.031250 Penalty: 1310.860718
	Iteration 0F: 2 clusters Score -329281 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -326475.875000 Penalty: 2621.721436
	Iteration 0F: 3 clusters Score -326475.9 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -327476.781250 Penalty: 2621.721436
	Iteration 1F: 3 clusters Score -327476.8 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -327869.843750 Penalty: 2621.721436
	Iteration 2F: 3 clusters Score -327869.8 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -328126.406250 Penalty: 2621.721436
	Iteration 3F: 3 clusters Score -328126.4 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -328315.937500 Penalty: 2621.721436
	Iteration 4F: 3 clusters Score -328315.9 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -328458.000000 Penalty: 2621.721436
	Iteration 5F: 3 clusters Score -328458 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -328540.687500 Penalty: 2621.721436
	Iteration 6Q: 3 clusters Score -328540.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -328600.718750 Penalty: 2621.721436
	Iteration 7Q: 3 clusters Score -328600.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -328635.687500 Penalty: 2621.721436
	Iteration 8Q: 3 clusters Score -328635.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -328664.406250 Penalty: 2621.721436
	Iteration 9Q: 3 clusters Score -328664.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -328694.125000 Penalty: 2621.721436
	Iteration 10Q: 3 clusters Score -328694.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -328721.125000 Penalty: 2621.721436
	Iteration 11Q: 3 clusters Score -328721.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -328746.593750 Penalty: 2621.721436
	Iteration 12Q: 3 clusters Score -328746.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -328772.187500 Penalty: 2621.721436
	Iteration 13Q: 3 clusters Score -328772.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -328794.187500 Penalty: 2621.721436
	Iteration 14Q: 3 clusters Score -328794.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -328824.062500 Penalty: 2621.721436
	Iteration 15Q: 3 clusters Score -328824.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -328859.156250 Penalty: 2621.721436
	Iteration 16Q: 3 clusters Score -328859.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -328905.218750 Penalty: 2621.721436
	Iteration 17Q: 3 clusters Score -328905.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -328949.125000 Penalty: 2621.721436
	Iteration 18Q: 3 clusters Score -328949.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -328981.437500 Penalty: 2621.721436
	Iteration 19Q: 3 clusters Score -328981.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -329022.875000 Penalty: 2621.721436
	Iteration 20F: 3 clusters Score -329022.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -329087.781250 Penalty: 2621.721436
	Iteration 21Q: 3 clusters Score -329087.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -329158.781250 Penalty: 2621.721436
	Iteration 22Q: 3 clusters Score -329158.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -329181.937500 Penalty: 2621.721436
	Iteration 23Q: 3 clusters Score -329181.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -329199.875000 Penalty: 2621.721436
	Iteration 24Q: 3 clusters Score -329199.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -329218.125000 Penalty: 2621.721436
	Iteration 25Q: 3 clusters Score -329218.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -329229.406250 Penalty: 2621.721436
	Iteration 26Q: 3 clusters Score -329229.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -329242.750000 Penalty: 2621.721436
	Iteration 27Q: 3 clusters Score -329242.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -329250.593750 Penalty: 2621.721436
	Iteration 28Q: 3 clusters Score -329250.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -329256.781250 Penalty: 2621.721436
	Iteration 29Q: 3 clusters Score -329256.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -329262.531250 Penalty: 2621.721436
	Iteration 30Q: 3 clusters Score -329262.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -329266.625000 Penalty: 2621.721436
	Iteration 31Q: 3 clusters Score -329266.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -329271.156250 Penalty: 2621.721436
	Iteration 32Q: 3 clusters Score -329271.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -329276.593750 Penalty: 2621.721436
	Iteration 33Q: 3 clusters Score -329276.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -329286.093750 Penalty: 2621.721436
	Iteration 34Q: 3 clusters Score -329286.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -329292.656250 Penalty: 2621.721436
	Iteration 35Q: 3 clusters Score -329292.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -329296.375000 Penalty: 2621.721436
	Iteration 36Q: 3 clusters Score -329296.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -329302.375000 Penalty: 2621.721436
	Iteration 37Q: 3 clusters Score -329302.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -329305.875000 Penalty: 2621.721436
	Iteration 38Q: 3 clusters Score -329305.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -329310.281250 Penalty: 2621.721436
	Iteration 39Q: 3 clusters Score -329310.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -329314.562500 Penalty: 2621.721436
	Iteration 40F: 3 clusters Score -329314.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -329319.562500 Penalty: 2621.721436
	Iteration 41Q: 3 clusters Score -329319.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -329327.687500 Penalty: 2621.721436
	Iteration 42Q: 3 clusters Score -329327.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -329333.250000 Penalty: 2621.721436
	Iteration 43Q: 3 clusters Score -329333.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -329339.218750 Penalty: 2621.721436
	Iteration 44Q: 3 clusters Score -329339.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -329346.000000 Penalty: 2621.721436
	Iteration 45Q: 3 clusters Score -329346 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -329353.687500 Penalty: 2621.721436
	Iteration 46Q: 3 clusters Score -329353.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -329361.062500 Penalty: 2621.721436
	Iteration 47Q: 3 clusters Score -329361.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -329365.593750 Penalty: 2621.721436
	Iteration 48Q: 3 clusters Score -329365.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -329367.093750 Penalty: 2621.721436
	Iteration 49Q: 3 clusters Score -329367.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -329369.562500 Penalty: 2621.721436
	Iteration 50Q: 3 clusters Score -329369.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -329371.250000 Penalty: 2621.721436
	Iteration 51Q: 3 clusters Score -329371.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -329374.062500 Penalty: 2621.721436
	Iteration 52Q: 3 clusters Score -329374.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -329378.750000 Penalty: 2621.721436
	Iteration 53Q: 3 clusters Score -329378.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -329381.468750 Penalty: 2621.721436
	Iteration 54Q: 3 clusters Score -329381.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -329382.500000 Penalty: 2621.721436
	Iteration 55Q: 3 clusters Score -329382.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -329383.562500 Penalty: 2621.721436
	Iteration 56Q: 3 clusters Score -329383.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -329383.937500 Penalty: 2621.721436
	Iteration 57Q: 3 clusters Score -329383.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -329383.937500 Penalty: 2621.721436
	Iteration 58F: 3 clusters Score -329383.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 8916 members 
Mstep: Class 3 contains 100439 members 
Mstep: Class 4 contains 10465 members 
Mstep: Class 5 contains 2248 members 
Mstep: Class 6 contains 24589 members 
Mstep: Class 7 contains 13969 members 
Mstep: Class 8 contains 8114 members 
Mstep: Class 9 contains 18211 members 
Mstep: Class 10 contains 9487 members 
Mstep: Class 11 contains 9025 members 
Mstep: Class 12 contains 3231 members 
Mstep: Class 13 contains 17957 members 
Mstep: Class 14 contains 38377 members 
Mstep: Class 15 contains 39371 members 
Mstep: Class 16 contains 3743 members 
Mstep: Class 17 contains 5823 members 
Mstep: Class 18 contains 47443 members 
Mstep: Class 19 contains 3485 members 
Mstep: Class 20 contains 2191 members 
Mstep: Class 21 contains 1108 members 
Mstep: Class 22 contains 3316 members 
Mstep: Class 23 contains 43895 members 
Mstep: Class 24 contains 13014 members 
Mstep: Class 25 contains 12667 members 
Mstep: Class 26 contains 2892 members 
Mstep: Class 27 contains 10292 members 
Mstep: Class 28 contains 2334 members 
Mstep: Class 29 contains 25528 members 
Mstep: Class 30 contains 35845 members 
Mstep: Class 31 contains 4577 members 
Mstep: Class 32 contains 23748 members 
Mstep: Class 33 contains 12307 members 
Mstep: Class 34 contains 6105 members 
Mstep: Class 35 contains 4672 members 
Mstep: Class 36 contains 2379 members 
Mstep: Class 37 contains 17832 members 
Mstep: Class 38 contains 8799 members 
Mstep: Class 39 contains 4993 members 
Mstep: Class 40 contains 14622 members 
Mstep: Class 41 contains 10860 members 
Mstep: Class 42 contains 13472 members 
Mstep: Class 43 contains 144559 members 
Mstep: Class 44 contains 29290 members 
Mstep: Class 45 contains 2938 members 
Mstep: Class 46 contains 996 members 
Entering Unmasked Estep 
Score: -100313896.000000 Penalty: 101793.265625
Splitting cluster 20 changes total score from -100314568.000000 to -100313896.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 21 (1108 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Entering Unmasked Estep 
Score: -132764.687500 Penalty: 1139.175659
	Iteration 0F: 2 clusters Score -132764.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -131285.109375 Penalty: 2278.351318
	Iteration 0F: 3 clusters Score -131285.1 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -131531.765625 Penalty: 2278.351318
	Iteration 1F: 3 clusters Score -131531.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -131611.843750 Penalty: 2278.351318
	Iteration 2F: 3 clusters Score -131611.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -131704.859375 Penalty: 2278.351318
	Iteration 3Q: 3 clusters Score -131704.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -131780.203125 Penalty: 2278.351318
	Iteration 4F: 3 clusters Score -131780.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -131877.078125 Penalty: 2278.351318
	Iteration 5F: 3 clusters Score -131877.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -131967.843750 Penalty: 2278.351318
	Iteration 6F: 3 clusters Score -131967.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -132055.843750 Penalty: 2278.351318
	Iteration 7F: 3 clusters Score -132055.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -132126.890625 Penalty: 2278.351318
	Iteration 8Q: 3 clusters Score -132126.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -132167.781250 Penalty: 2278.351318
	Iteration 9Q: 3 clusters Score -132167.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -132209.890625 Penalty: 2278.351318
	Iteration 10Q: 3 clusters Score -132209.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -132246.031250 Penalty: 2278.351318
	Iteration 11Q: 3 clusters Score -132246 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -132263.109375 Penalty: 2278.351318
	Iteration 12Q: 3 clusters Score -132263.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -132272.031250 Penalty: 2278.351318
	Iteration 13Q: 3 clusters Score -132272 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -132275.718750 Penalty: 2278.351318
	Iteration 14Q: 3 clusters Score -132275.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -132276.750000 Penalty: 2278.351318
	Iteration 15Q: 3 clusters Score -132276.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -132276.750000 Penalty: 2278.351318
	Iteration 16F: 3 clusters Score -132276.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (3316 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Entering Unmasked Estep 
Score: -410265.187500 Penalty: 1317.308716
	Iteration 0F: 2 clusters Score -410265.2 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 1643 members 
Entering Unmasked Estep 
Score: -407356.906250 Penalty: 2634.617432
	Iteration 0F: 3 clusters Score -407356.9 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -408135.875000 Penalty: 2634.617432
	Iteration 1F: 3 clusters Score -408135.9 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -408356.000000 Penalty: 2634.617432
	Iteration 2F: 3 clusters Score -408356 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -408538.750000 Penalty: 2634.617432
	Iteration 3F: 3 clusters Score -408538.8 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -408679.218750 Penalty: 2634.617432
	Iteration 4F: 3 clusters Score -408679.2 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -408808.406250 Penalty: 2634.617432
	Iteration 5Q: 3 clusters Score -408808.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -408927.750000 Penalty: 2634.617432
	Iteration 6Q: 3 clusters Score -408927.8 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -409058.250000 Penalty: 2634.617432
	Iteration 7Q: 3 clusters Score -409058.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -409146.406250 Penalty: 2634.617432
	Iteration 8Q: 3 clusters Score -409146.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -409203.031250 Penalty: 2634.617432
	Iteration 9Q: 3 clusters Score -409203 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -409245.062500 Penalty: 2634.617432
	Iteration 10Q: 3 clusters Score -409245.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -409277.750000 Penalty: 2634.617432
	Iteration 11Q: 3 clusters Score -409277.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -409308.406250 Penalty: 2634.617432
	Iteration 12Q: 3 clusters Score -409308.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -409324.781250 Penalty: 2634.617432
	Iteration 13Q: 3 clusters Score -409324.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -409335.375000 Penalty: 2634.617432
	Iteration 14Q: 3 clusters Score -409335.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -409346.125000 Penalty: 2634.617432
	Iteration 15Q: 3 clusters Score -409346.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -409356.812500 Penalty: 2634.617432
	Iteration 16Q: 3 clusters Score -409356.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -409368.062500 Penalty: 2634.617432
	Iteration 17Q: 3 clusters Score -409368.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -409379.750000 Penalty: 2634.617432
	Iteration 18Q: 3 clusters Score -409379.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -409388.593750 Penalty: 2634.617432
	Iteration 19Q: 3 clusters Score -409388.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -409398.218750 Penalty: 2634.617432
	Iteration 20F: 3 clusters Score -409398.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -409406.468750 Penalty: 2634.617432
	Iteration 21Q: 3 clusters Score -409406.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -409412.156250 Penalty: 2634.617432
	Iteration 22Q: 3 clusters Score -409412.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -409416.718750 Penalty: 2634.617432
	Iteration 23Q: 3 clusters Score -409416.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -409423.125000 Penalty: 2634.617432
	Iteration 24Q: 3 clusters Score -409423.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -409428.625000 Penalty: 2634.617432
	Iteration 25Q: 3 clusters Score -409428.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -409435.093750 Penalty: 2634.617432
	Iteration 26Q: 3 clusters Score -409435.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -409440.218750 Penalty: 2634.617432
	Iteration 27Q: 3 clusters Score -409440.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -409447.187500 Penalty: 2634.617432
	Iteration 28Q: 3 clusters Score -409447.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -409452.812500 Penalty: 2634.617432
	Iteration 29Q: 3 clusters Score -409452.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -409464.468750 Penalty: 2634.617432
	Iteration 30Q: 3 clusters Score -409464.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -409475.875000 Penalty: 2634.617432
	Iteration 31Q: 3 clusters Score -409475.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -409485.625000 Penalty: 2634.617432
	Iteration 32Q: 3 clusters Score -409485.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -409494.312500 Penalty: 2634.617432
	Iteration 33Q: 3 clusters Score -409494.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -409504.562500 Penalty: 2634.617432
	Iteration 34Q: 3 clusters Score -409504.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -409520.343750 Penalty: 2634.617432
	Iteration 35Q: 3 clusters Score -409520.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -409553.125000 Penalty: 2634.617432
	Iteration 36Q: 3 clusters Score -409553.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -409592.031250 Penalty: 2634.617432
	Iteration 37Q: 3 clusters Score -409592 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -409616.843750 Penalty: 2634.617432
	Iteration 38Q: 3 clusters Score -409616.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -409649.062500 Penalty: 2634.617432
	Iteration 39Q: 3 clusters Score -409649.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -409690.718750 Penalty: 2634.617432
	Iteration 40F: 3 clusters Score -409690.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -409743.562500 Penalty: 2634.617432
	Iteration 41Q: 3 clusters Score -409743.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -409782.093750 Penalty: 2634.617432
	Iteration 42Q: 3 clusters Score -409782.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -409804.093750 Penalty: 2634.617432
	Iteration 43Q: 3 clusters Score -409804.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -409814.937500 Penalty: 2634.617432
	Iteration 44Q: 3 clusters Score -409814.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -409824.000000 Penalty: 2634.617432
	Iteration 45Q: 3 clusters Score -409824 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -409833.125000 Penalty: 2634.617432
	Iteration 46Q: 3 clusters Score -409833.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -409842.500000 Penalty: 2634.617432
	Iteration 47Q: 3 clusters Score -409842.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -409850.937500 Penalty: 2634.617432
	Iteration 48Q: 3 clusters Score -409850.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -409856.406250 Penalty: 2634.617432
	Iteration 49Q: 3 clusters Score -409856.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -409868.468750 Penalty: 2634.617432
	Iteration 50Q: 3 clusters Score -409868.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -409880.062500 Penalty: 2634.617432
	Iteration 51Q: 3 clusters Score -409880.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -409887.406250 Penalty: 2634.617432
	Iteration 52Q: 3 clusters Score -409887.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -409893.656250 Penalty: 2634.617432
	Iteration 53Q: 3 clusters Score -409893.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -409902.562500 Penalty: 2634.617432
	Iteration 54Q: 3 clusters Score -409902.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -409911.750000 Penalty: 2634.617432
	Iteration 55Q: 3 clusters Score -409911.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -409917.156250 Penalty: 2634.617432
	Iteration 56Q: 3 clusters Score -409917.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -409920.500000 Penalty: 2634.617432
	Iteration 57Q: 3 clusters Score -409920.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -409925.031250 Penalty: 2634.617432
	Iteration 58Q: 3 clusters Score -409925 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -409928.250000 Penalty: 2634.617432
	Iteration 59Q: 3 clusters Score -409928.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -409930.968750 Penalty: 2634.617432
	Iteration 60F: 3 clusters Score -409931 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -409931.562500 Penalty: 2634.617432
	Iteration 61Q: 3 clusters Score -409931.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -409932.468750 Penalty: 2634.617432
	Iteration 62Q: 3 clusters Score -409932.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -409934.531250 Penalty: 2634.617432
	Iteration 63Q: 3 clusters Score -409934.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -409937.156250 Penalty: 2634.617432
	Iteration 64Q: 3 clusters Score -409937.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -409938.593750 Penalty: 2634.617432
	Iteration 65Q: 3 clusters Score -409938.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -409939.500000 Penalty: 2634.617432
	Iteration 66Q: 3 clusters Score -409939.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -409940.500000 Penalty: 2634.617432
	Iteration 67Q: 3 clusters Score -409940.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -409943.250000 Penalty: 2634.617432
	Iteration 68Q: 3 clusters Score -409943.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -409945.250000 Penalty: 2634.617432
	Iteration 69Q: 3 clusters Score -409945.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -409948.000000 Penalty: 2634.617432
	Iteration 70Q: 3 clusters Score -409948 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -409948.875000 Penalty: 2634.617432
	Iteration 71Q: 3 clusters Score -409948.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -409952.968750 Penalty: 2634.617432
	Iteration 72Q: 3 clusters Score -409953 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -409956.437500 Penalty: 2634.617432
	Iteration 73Q: 3 clusters Score -409956.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -409959.375000 Penalty: 2634.617432
	Iteration 74Q: 3 clusters Score -409959.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -409960.375000 Penalty: 2634.617432
	Iteration 75Q: 3 clusters Score -409960.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -409961.156250 Penalty: 2634.617432
	Iteration 76Q: 3 clusters Score -409961.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -409961.156250 Penalty: 2634.617432
	Iteration 77F: 3 clusters Score -409961.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (43895 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43895 members 
Entering Unmasked Estep 
Score: -5642967.000000 Penalty: 1737.052856
	Iteration 0F: 2 clusters Score -5642967 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22049 members 
Mstep: Class 2 contains 21846 members 
Entering Unmasked Estep 
Score: -5613556.500000 Penalty: 3474.105713
	Iteration 0F: 3 clusters Score -5613556 nChanged 20448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23329 members 
Mstep: Class 2 contains 20566 members 
Entering Unmasked Estep 
Score: -5625268.500000 Penalty: 3474.105713
	Iteration 1F: 3 clusters Score -5625268 nChanged 2154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24267 members 
Mstep: Class 2 contains 19628 members 
Entering Unmasked Estep 
Score: -5626006.000000 Penalty: 3474.105713
	Iteration 2Q: 3 clusters Score -5626006 nChanged 2408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25683 members 
Mstep: Class 2 contains 18212 members 
Entering Unmasked Estep 
Score: -5627143.000000 Penalty: 3474.105713
	Iteration 3F: 3 clusters Score -5627143 nChanged 2772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27621 members 
Mstep: Class 2 contains 16274 members 
Entering Unmasked Estep 
Score: -5628641.000000 Penalty: 3474.105713
	Iteration 4F: 3 clusters Score -5628641 nChanged 2934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29897 members 
Mstep: Class 2 contains 13998 members 
Entering Unmasked Estep 
Score: -5630420.500000 Penalty: 3474.105713
	Iteration 5F: 3 clusters Score -5630420 nChanged 2968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32351 members 
Mstep: Class 2 contains 11544 members 
Entering Unmasked Estep 
Score: -5632546.000000 Penalty: 3474.105713
	Iteration 6F: 3 clusters Score -5632546 nChanged 2722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34733 members 
Mstep: Class 2 contains 9162 members 
Entering Unmasked Estep 
Score: -5634683.000000 Penalty: 3474.105713
	Iteration 7F: 3 clusters Score -5634683 nChanged 2208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36723 members 
Mstep: Class 2 contains 7172 members 
Entering Unmasked Estep 
Score: -5636584.000000 Penalty: 3474.105713
	Iteration 8F: 3 clusters Score -5636584 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38181 members 
Mstep: Class 2 contains 5714 members 
Entering Unmasked Estep 
Score: -5638054.500000 Penalty: 3474.105713
	Iteration 9Q: 3 clusters Score -5638054 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39092 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -5639128.500000 Penalty: 3474.105713
	Iteration 10Q: 3 clusters Score -5639128 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39595 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -5639795.500000 Penalty: 3474.105713
	Iteration 11Q: 3 clusters Score -5639796 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39809 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -5640264.500000 Penalty: 3474.105713
	Iteration 12Q: 3 clusters Score -5640264 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39913 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -5640484.000000 Penalty: 3474.105713
	Iteration 13Q: 3 clusters Score -5640484 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39978 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -5640601.500000 Penalty: 3474.105713
	Iteration 14Q: 3 clusters Score -5640602 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40035 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -5640682.000000 Penalty: 3474.105713
	Iteration 15Q: 3 clusters Score -5640682 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40089 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -5640747.500000 Penalty: 3474.105713
	Iteration 16Q: 3 clusters Score -5640748 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40143 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -5640797.000000 Penalty: 3474.105713
	Iteration 17Q: 3 clusters Score -5640797 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40194 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -5640810.500000 Penalty: 3474.105713
	Iteration 18Q: 3 clusters Score -5640810 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40231 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -5640825.000000 Penalty: 3474.105713
	Iteration 19Q: 3 clusters Score -5640825 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40273 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -5640842.500000 Penalty: 3474.105713
	Iteration 20F: 3 clusters Score -5640842 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40313 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -5640846.000000 Penalty: 3474.105713
	Iteration 21Q: 3 clusters Score -5640846 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40349 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -5640846.500000 Penalty: 3474.105713
	Iteration 22Q: 3 clusters Score -5640846 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40374 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -5640858.000000 Penalty: 3474.105713
	Iteration 23Q: 3 clusters Score -5640858 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40398 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -5640867.000000 Penalty: 3474.105713
	Iteration 24Q: 3 clusters Score -5640867 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40416 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -5640871.500000 Penalty: 3474.105713
	Iteration 25Q: 3 clusters Score -5640872 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40434 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -5640883.000000 Penalty: 3474.105713
	Iteration 26Q: 3 clusters Score -5640883 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40456 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -5640879.000000 Penalty: 3474.105713
	Iteration 27Q: 3 clusters Score -5640879 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40470 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -5640874.000000 Penalty: 3474.105713
	Iteration 28Q: 3 clusters Score -5640874 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40482 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -5640883.500000 Penalty: 3474.105713
	Iteration 29Q: 3 clusters Score -5640884 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40490 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -5640888.500000 Penalty: 3474.105713
	Iteration 30Q: 3 clusters Score -5640888 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40495 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -5640885.500000 Penalty: 3474.105713
	Iteration 31Q: 3 clusters Score -5640886 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40498 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -5640890.500000 Penalty: 3474.105713
	Iteration 32Q: 3 clusters Score -5640890 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40501 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -5640891.000000 Penalty: 3474.105713
	Iteration 33Q: 3 clusters Score -5640891 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40509 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -5640888.500000 Penalty: 3474.105713
	Iteration 34Q: 3 clusters Score -5640888 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40512 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -5640894.000000 Penalty: 3474.105713
	Iteration 35Q: 3 clusters Score -5640894 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40514 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -5640894.000000 Penalty: 3474.105713
	Iteration 36Q: 3 clusters Score -5640894 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40514 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -5640892.000000 Penalty: 3474.105713
	Iteration 37Q: 3 clusters Score -5640892 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40514 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -5640895.500000 Penalty: 3474.105713
	Iteration 38Q: 3 clusters Score -5640896 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40513 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -5640895.500000 Penalty: 3474.105713
	Iteration 39Q: 3 clusters Score -5640896 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40513 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -5640895.500000 Penalty: 3474.105713
	Iteration 40F: 3 clusters Score -5640896 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (13014 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13014 members 
Entering Unmasked Estep 
Score: -1639617.750000 Penalty: 1539.489380
	Iteration 0F: 2 clusters Score -1639618 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6507 members 
Mstep: Class 2 contains 6507 members 
Entering Unmasked Estep 
Score: -1630508.750000 Penalty: 3078.978760
	Iteration 0F: 3 clusters Score -1630509 nChanged 5742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6535 members 
Mstep: Class 2 contains 6479 members 
Entering Unmasked Estep 
Score: -1633634.625000 Penalty: 3078.978760
	Iteration 1F: 3 clusters Score -1633635 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6537 members 
Mstep: Class 2 contains 6477 members 
Entering Unmasked Estep 
Score: -1633982.875000 Penalty: 3078.978760
	Iteration 2F: 3 clusters Score -1633983 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6529 members 
Mstep: Class 2 contains 6485 members 
Entering Unmasked Estep 
Score: -1634304.500000 Penalty: 3078.978760
	Iteration 3F: 3 clusters Score -1634304 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6486 members 
Mstep: Class 2 contains 6528 members 
Entering Unmasked Estep 
Score: -1634604.250000 Penalty: 3078.978760
	Iteration 4F: 3 clusters Score -1634604 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6389 members 
Mstep: Class 2 contains 6625 members 
Entering Unmasked Estep 
Score: -1634874.250000 Penalty: 3078.978760
	Iteration 5Q: 3 clusters Score -1634874 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6221 members 
Mstep: Class 2 contains 6793 members 
Entering Unmasked Estep 
Score: -1635196.375000 Penalty: 3078.978760
	Iteration 6Q: 3 clusters Score -1635196 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6019 members 
Mstep: Class 2 contains 6995 members 
Entering Unmasked Estep 
Score: -1635543.125000 Penalty: 3078.978760
	Iteration 7Q: 3 clusters Score -1635543 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5816 members 
Mstep: Class 2 contains 7198 members 
Entering Unmasked Estep 
Score: -1635838.125000 Penalty: 3078.978760
	Iteration 8Q: 3 clusters Score -1635838 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5604 members 
Mstep: Class 2 contains 7410 members 
Entering Unmasked Estep 
Score: -1636139.250000 Penalty: 3078.978760
	Iteration 9Q: 3 clusters Score -1636139 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 7603 members 
Entering Unmasked Estep 
Score: -1636410.250000 Penalty: 3078.978760
	Iteration 10Q: 3 clusters Score -1636410 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 7816 members 
Entering Unmasked Estep 
Score: -1636656.250000 Penalty: 3078.978760
	Iteration 11Q: 3 clusters Score -1636656 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 8031 members 
Entering Unmasked Estep 
Score: -1636872.875000 Penalty: 3078.978760
	Iteration 12Q: 3 clusters Score -1636873 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 8211 members 
Entering Unmasked Estep 
Score: -1637021.750000 Penalty: 3078.978760
	Iteration 13Q: 3 clusters Score -1637022 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 8400 members 
Entering Unmasked Estep 
Score: -1637145.250000 Penalty: 3078.978760
	Iteration 14Q: 3 clusters Score -1637145 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 8583 members 
Entering Unmasked Estep 
Score: -1637244.125000 Penalty: 3078.978760
	Iteration 15Q: 3 clusters Score -1637244 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 8739 members 
Entering Unmasked Estep 
Score: -1637310.750000 Penalty: 3078.978760
	Iteration 16Q: 3 clusters Score -1637311 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 8883 members 
Entering Unmasked Estep 
Score: -1637376.375000 Penalty: 3078.978760
	Iteration 17Q: 3 clusters Score -1637376 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 9014 members 
Entering Unmasked Estep 
Score: -1637437.875000 Penalty: 3078.978760
	Iteration 18Q: 3 clusters Score -1637438 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 9141 members 
Entering Unmasked Estep 
Score: -1637495.375000 Penalty: 3078.978760
	Iteration 19Q: 3 clusters Score -1637495 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 9267 members 
Entering Unmasked Estep 
Score: -1637533.625000 Penalty: 3078.978760
	Iteration 20F: 3 clusters Score -1637534 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 9371 members 
Entering Unmasked Estep 
Score: -1637559.625000 Penalty: 3078.978760
	Iteration 21Q: 3 clusters Score -1637560 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 9452 members 
Entering Unmasked Estep 
Score: -1637585.500000 Penalty: 3078.978760
	Iteration 22Q: 3 clusters Score -1637586 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 9542 members 
Entering Unmasked Estep 
Score: -1637606.875000 Penalty: 3078.978760
	Iteration 23Q: 3 clusters Score -1637607 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 9624 members 
Entering Unmasked Estep 
Score: -1637630.875000 Penalty: 3078.978760
	Iteration 24Q: 3 clusters Score -1637631 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 9712 members 
Entering Unmasked Estep 
Score: -1637651.375000 Penalty: 3078.978760
	Iteration 25Q: 3 clusters Score -1637651 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 9803 members 
Entering Unmasked Estep 
Score: -1637684.125000 Penalty: 3078.978760
	Iteration 26Q: 3 clusters Score -1637684 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 9904 members 
Entering Unmasked Estep 
Score: -1637722.125000 Penalty: 3078.978760
	Iteration 27Q: 3 clusters Score -1637722 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 10006 members 
Entering Unmasked Estep 
Score: -1637751.750000 Penalty: 3078.978760
	Iteration 28Q: 3 clusters Score -1637752 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 10124 members 
Entering Unmasked Estep 
Score: -1637790.000000 Penalty: 3078.978760
	Iteration 29Q: 3 clusters Score -1637790 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 10241 members 
Entering Unmasked Estep 
Score: -1637829.125000 Penalty: 3078.978760
	Iteration 30Q: 3 clusters Score -1637829 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 10361 members 
Entering Unmasked Estep 
Score: -1637878.500000 Penalty: 3078.978760
	Iteration 31Q: 3 clusters Score -1637878 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 10480 members 
Entering Unmasked Estep 
Score: -1637932.000000 Penalty: 3078.978760
	Iteration 32Q: 3 clusters Score -1637932 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 10596 members 
Entering Unmasked Estep 
Score: -1637977.750000 Penalty: 3078.978760
	Iteration 33Q: 3 clusters Score -1637978 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 10698 members 
Entering Unmasked Estep 
Score: -1638024.875000 Penalty: 3078.978760
	Iteration 34Q: 3 clusters Score -1638025 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 10791 members 
Entering Unmasked Estep 
Score: -1638059.375000 Penalty: 3078.978760
	Iteration 35Q: 3 clusters Score -1638059 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 10865 members 
Entering Unmasked Estep 
Score: -1638085.875000 Penalty: 3078.978760
	Iteration 36Q: 3 clusters Score -1638086 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 10948 members 
Entering Unmasked Estep 
Score: -1638118.000000 Penalty: 3078.978760
	Iteration 37Q: 3 clusters Score -1638118 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 11018 members 
Entering Unmasked Estep 
Score: -1638140.750000 Penalty: 3078.978760
	Iteration 38Q: 3 clusters Score -1638141 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 11087 members 
Entering Unmasked Estep 
Score: -1638166.125000 Penalty: 3078.978760
	Iteration 39Q: 3 clusters Score -1638166 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 11157 members 
Entering Unmasked Estep 
Score: -1638202.250000 Penalty: 3078.978760
	Iteration 40F: 3 clusters Score -1638202 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 11219 members 
Entering Unmasked Estep 
Score: -1638227.500000 Penalty: 3078.978760
	Iteration 41Q: 3 clusters Score -1638228 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 11281 members 
Entering Unmasked Estep 
Score: -1638246.125000 Penalty: 3078.978760
	Iteration 42Q: 3 clusters Score -1638246 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 11328 members 
Entering Unmasked Estep 
Score: -1638265.375000 Penalty: 3078.978760
	Iteration 43Q: 3 clusters Score -1638265 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 11364 members 
Entering Unmasked Estep 
Score: -1638275.250000 Penalty: 3078.978760
	Iteration 44Q: 3 clusters Score -1638275 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 11403 members 
Entering Unmasked Estep 
Score: -1638289.375000 Penalty: 3078.978760
	Iteration 45Q: 3 clusters Score -1638289 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 11445 members 
Entering Unmasked Estep 
Score: -1638302.375000 Penalty: 3078.978760
	Iteration 46Q: 3 clusters Score -1638302 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 11484 members 
Entering Unmasked Estep 
Score: -1638316.250000 Penalty: 3078.978760
	Iteration 47Q: 3 clusters Score -1638316 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 11520 members 
Entering Unmasked Estep 
Score: -1638332.875000 Penalty: 3078.978760
	Iteration 48Q: 3 clusters Score -1638333 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 11551 members 
Entering Unmasked Estep 
Score: -1638347.875000 Penalty: 3078.978760
	Iteration 49Q: 3 clusters Score -1638348 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 11583 members 
Entering Unmasked Estep 
Score: -1638362.875000 Penalty: 3078.978760
	Iteration 50Q: 3 clusters Score -1638363 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 11607 members 
Entering Unmasked Estep 
Score: -1638373.875000 Penalty: 3078.978760
	Iteration 51Q: 3 clusters Score -1638374 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 11624 members 
Entering Unmasked Estep 
Score: -1638378.875000 Penalty: 3078.978760
	Iteration 52Q: 3 clusters Score -1638379 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 11642 members 
Entering Unmasked Estep 
Score: -1638385.125000 Penalty: 3078.978760
	Iteration 53Q: 3 clusters Score -1638385 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 11657 members 
Entering Unmasked Estep 
Score: -1638386.250000 Penalty: 3078.978760
	Iteration 54Q: 3 clusters Score -1638386 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 11673 members 
Entering Unmasked Estep 
Score: -1638390.750000 Penalty: 3078.978760
	Iteration 55Q: 3 clusters Score -1638391 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 11688 members 
Entering Unmasked Estep 
Score: -1638396.125000 Penalty: 3078.978760
	Iteration 56Q: 3 clusters Score -1638396 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 11705 members 
Entering Unmasked Estep 
Score: -1638400.375000 Penalty: 3078.978760
	Iteration 57Q: 3 clusters Score -1638400 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 11724 members 
Entering Unmasked Estep 
Score: -1638408.500000 Penalty: 3078.978760
	Iteration 58Q: 3 clusters Score -1638408 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 11736 members 
Entering Unmasked Estep 
Score: -1638408.375000 Penalty: 3078.978760
	Iteration 59Q: 3 clusters Score -1638408 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 11745 members 
Entering Unmasked Estep 
Score: -1638411.000000 Penalty: 3078.978760
	Iteration 60F: 3 clusters Score -1638411 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 11756 members 
Entering Unmasked Estep 
Score: -1638416.750000 Penalty: 3078.978760
	Iteration 61Q: 3 clusters Score -1638417 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 11766 members 
Entering Unmasked Estep 
Score: -1638421.125000 Penalty: 3078.978760
	Iteration 62Q: 3 clusters Score -1638421 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 11775 members 
Entering Unmasked Estep 
Score: -1638422.875000 Penalty: 3078.978760
	Iteration 63Q: 3 clusters Score -1638423 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 11784 members 
Entering Unmasked Estep 
Score: -1638427.250000 Penalty: 3078.978760
	Iteration 64Q: 3 clusters Score -1638427 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 11796 members 
Entering Unmasked Estep 
Score: -1638434.125000 Penalty: 3078.978760
	Iteration 65Q: 3 clusters Score -1638434 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 11817 members 
Entering Unmasked Estep 
Score: -1638442.375000 Penalty: 3078.978760
	Iteration 66Q: 3 clusters Score -1638442 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 11832 members 
Entering Unmasked Estep 
Score: -1638445.875000 Penalty: 3078.978760
	Iteration 67Q: 3 clusters Score -1638446 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 11843 members 
Entering Unmasked Estep 
Score: -1638446.625000 Penalty: 3078.978760
	Iteration 68Q: 3 clusters Score -1638447 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 11856 members 
Entering Unmasked Estep 
Score: -1638453.000000 Penalty: 3078.978760
	Iteration 69Q: 3 clusters Score -1638453 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 11866 members 
Entering Unmasked Estep 
Score: -1638456.375000 Penalty: 3078.978760
	Iteration 70Q: 3 clusters Score -1638456 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 11875 members 
Entering Unmasked Estep 
Score: -1638461.125000 Penalty: 3078.978760
	Iteration 71Q: 3 clusters Score -1638461 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 11881 members 
Entering Unmasked Estep 
Score: -1638464.875000 Penalty: 3078.978760
	Iteration 72Q: 3 clusters Score -1638465 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 11886 members 
Entering Unmasked Estep 
Score: -1638466.250000 Penalty: 3078.978760
	Iteration 73Q: 3 clusters Score -1638466 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 11893 members 
Entering Unmasked Estep 
Score: -1638467.875000 Penalty: 3078.978760
	Iteration 74Q: 3 clusters Score -1638468 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 11895 members 
Entering Unmasked Estep 
Score: -1638466.750000 Penalty: 3078.978760
	Iteration 75Q: 3 clusters Score -1638467 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 11898 members 
Entering Unmasked Estep 
Score: -1638470.250000 Penalty: 3078.978760
	Iteration 76Q: 3 clusters Score -1638470 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 11900 members 
Entering Unmasked Estep 
Score: -1638469.500000 Penalty: 3078.978760
	Iteration 77Q: 3 clusters Score -1638470 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 11901 members 
Entering Unmasked Estep 
Score: -1638470.500000 Penalty: 3078.978760
	Iteration 78Q: 3 clusters Score -1638470 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 11901 members 
Entering Unmasked Estep 
Score: -1638470.500000 Penalty: 3078.978760
	Iteration 79F: 3 clusters Score -1638470 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (12667 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12667 members 
Entering Unmasked Estep 
Score: -1614378.000000 Penalty: 1535.097778
	Iteration 0F: 2 clusters Score -1614378 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6259 members 
Mstep: Class 2 contains 6408 members 
Entering Unmasked Estep 
Score: -1605492.000000 Penalty: 3070.195557
	Iteration 0F: 3 clusters Score -1605492 nChanged 5569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6108 members 
Mstep: Class 2 contains 6559 members 
Entering Unmasked Estep 
Score: -1608584.375000 Penalty: 3070.195557
	Iteration 1F: 3 clusters Score -1608584 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6038 members 
Mstep: Class 2 contains 6629 members 
Entering Unmasked Estep 
Score: -1609017.500000 Penalty: 3070.195557
	Iteration 2F: 3 clusters Score -1609018 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5967 members 
Mstep: Class 2 contains 6700 members 
Entering Unmasked Estep 
Score: -1609405.125000 Penalty: 3070.195557
	Iteration 3F: 3 clusters Score -1609405 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5893 members 
Mstep: Class 2 contains 6774 members 
Entering Unmasked Estep 
Score: -1609745.625000 Penalty: 3070.195557
	Iteration 4F: 3 clusters Score -1609746 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5850 members 
Mstep: Class 2 contains 6817 members 
Entering Unmasked Estep 
Score: -1610019.625000 Penalty: 3070.195557
	Iteration 5Q: 3 clusters Score -1610020 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5815 members 
Mstep: Class 2 contains 6852 members 
Entering Unmasked Estep 
Score: -1610218.000000 Penalty: 3070.195557
	Iteration 6Q: 3 clusters Score -1610218 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5750 members 
Mstep: Class 2 contains 6917 members 
Entering Unmasked Estep 
Score: -1610402.125000 Penalty: 3070.195557
	Iteration 7Q: 3 clusters Score -1610402 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 6971 members 
Entering Unmasked Estep 
Score: -1610567.125000 Penalty: 3070.195557
	Iteration 8Q: 3 clusters Score -1610567 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5605 members 
Mstep: Class 2 contains 7062 members 
Entering Unmasked Estep 
Score: -1610705.000000 Penalty: 3070.195557
	Iteration 9Q: 3 clusters Score -1610705 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 7158 members 
Entering Unmasked Estep 
Score: -1610822.000000 Penalty: 3070.195557
	Iteration 10Q: 3 clusters Score -1610822 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 7316 members 
Entering Unmasked Estep 
Score: -1610908.875000 Penalty: 3070.195557
	Iteration 11Q: 3 clusters Score -1610909 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 7493 members 
Entering Unmasked Estep 
Score: -1610982.125000 Penalty: 3070.195557
	Iteration 12Q: 3 clusters Score -1610982 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 7705 members 
Entering Unmasked Estep 
Score: -1611070.000000 Penalty: 3070.195557
	Iteration 13Q: 3 clusters Score -1611070 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 7950 members 
Entering Unmasked Estep 
Score: -1611170.500000 Penalty: 3070.195557
	Iteration 14Q: 3 clusters Score -1611170 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 8207 members 
Entering Unmasked Estep 
Score: -1611271.250000 Penalty: 3070.195557
	Iteration 15Q: 3 clusters Score -1611271 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 8466 members 
Entering Unmasked Estep 
Score: -1611365.875000 Penalty: 3070.195557
	Iteration 16Q: 3 clusters Score -1611366 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 8735 members 
Entering Unmasked Estep 
Score: -1611484.125000 Penalty: 3070.195557
	Iteration 17Q: 3 clusters Score -1611484 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 9018 members 
Entering Unmasked Estep 
Score: -1611611.625000 Penalty: 3070.195557
	Iteration 18Q: 3 clusters Score -1611612 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 9314 members 
Entering Unmasked Estep 
Score: -1611761.250000 Penalty: 3070.195557
	Iteration 19Q: 3 clusters Score -1611761 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 9602 members 
Entering Unmasked Estep 
Score: -1611922.125000 Penalty: 3070.195557
	Iteration 20F: 3 clusters Score -1611922 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 9874 members 
Entering Unmasked Estep 
Score: -1612076.750000 Penalty: 3070.195557
	Iteration 21Q: 3 clusters Score -1612077 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 10109 members 
Entering Unmasked Estep 
Score: -1612186.000000 Penalty: 3070.195557
	Iteration 22Q: 3 clusters Score -1612186 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 10315 members 
Entering Unmasked Estep 
Score: -1612269.375000 Penalty: 3070.195557
	Iteration 23Q: 3 clusters Score -1612269 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 10500 members 
Entering Unmasked Estep 
Score: -1612343.750000 Penalty: 3070.195557
	Iteration 24Q: 3 clusters Score -1612344 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 10674 members 
Entering Unmasked Estep 
Score: -1612415.750000 Penalty: 3070.195557
	Iteration 25Q: 3 clusters Score -1612416 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 10842 members 
Entering Unmasked Estep 
Score: -1612474.250000 Penalty: 3070.195557
	Iteration 26Q: 3 clusters Score -1612474 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 10992 members 
Entering Unmasked Estep 
Score: -1612533.625000 Penalty: 3070.195557
	Iteration 27Q: 3 clusters Score -1612534 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 11126 members 
Entering Unmasked Estep 
Score: -1612596.000000 Penalty: 3070.195557
	Iteration 28Q: 3 clusters Score -1612596 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 11253 members 
Entering Unmasked Estep 
Score: -1612665.375000 Penalty: 3070.195557
	Iteration 29Q: 3 clusters Score -1612665 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 11372 members 
Entering Unmasked Estep 
Score: -1612732.125000 Penalty: 3070.195557
	Iteration 30Q: 3 clusters Score -1612732 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 11483 members 
Entering Unmasked Estep 
Score: -1612782.125000 Penalty: 3070.195557
	Iteration 31Q: 3 clusters Score -1612782 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 11585 members 
Entering Unmasked Estep 
Score: -1612831.875000 Penalty: 3070.195557
	Iteration 32Q: 3 clusters Score -1612832 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 11659 members 
Entering Unmasked Estep 
Score: -1612868.750000 Penalty: 3070.195557
	Iteration 33Q: 3 clusters Score -1612869 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 11720 members 
Entering Unmasked Estep 
Score: -1612904.375000 Penalty: 3070.195557
	Iteration 34Q: 3 clusters Score -1612904 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 11769 members 
Entering Unmasked Estep 
Score: -1612925.250000 Penalty: 3070.195557
	Iteration 35Q: 3 clusters Score -1612925 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 11819 members 
Entering Unmasked Estep 
Score: -1612962.750000 Penalty: 3070.195557
	Iteration 36Q: 3 clusters Score -1612963 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 11860 members 
Entering Unmasked Estep 
Score: -1612980.000000 Penalty: 3070.195557
	Iteration 37Q: 3 clusters Score -1612980 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 11884 members 
Entering Unmasked Estep 
Score: -1612992.250000 Penalty: 3070.195557
	Iteration 38Q: 3 clusters Score -1612992 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 11910 members 
Entering Unmasked Estep 
Score: -1613009.125000 Penalty: 3070.195557
	Iteration 39Q: 3 clusters Score -1613009 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 11934 members 
Entering Unmasked Estep 
Score: -1613019.750000 Penalty: 3070.195557
	Iteration 40F: 3 clusters Score -1613020 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 11955 members 
Entering Unmasked Estep 
Score: -1613030.125000 Penalty: 3070.195557
	Iteration 41Q: 3 clusters Score -1613030 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 11973 members 
Entering Unmasked Estep 
Score: -1613035.875000 Penalty: 3070.195557
	Iteration 42Q: 3 clusters Score -1613036 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 11980 members 
Entering Unmasked Estep 
Score: -1613041.500000 Penalty: 3070.195557
	Iteration 43Q: 3 clusters Score -1613042 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 11985 members 
Entering Unmasked Estep 
Score: -1613043.250000 Penalty: 3070.195557
	Iteration 44Q: 3 clusters Score -1613043 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 11989 members 
Entering Unmasked Estep 
Score: -1613043.750000 Penalty: 3070.195557
	Iteration 45Q: 3 clusters Score -1613044 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 11990 members 
Entering Unmasked Estep 
Score: -1613044.125000 Penalty: 3070.195557
	Iteration 46Q: 3 clusters Score -1613044 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 11993 members 
Entering Unmasked Estep 
Score: -1613044.375000 Penalty: 3070.195557
	Iteration 47Q: 3 clusters Score -1613044 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 11995 members 
Entering Unmasked Estep 
Score: -1613046.000000 Penalty: 3070.195557
	Iteration 48Q: 3 clusters Score -1613046 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 11997 members 
Entering Unmasked Estep 
Score: -1613049.000000 Penalty: 3070.195557
	Iteration 49Q: 3 clusters Score -1613049 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 12002 members 
Entering Unmasked Estep 
Score: -1613050.750000 Penalty: 3070.195557
	Iteration 50Q: 3 clusters Score -1613051 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 12006 members 
Entering Unmasked Estep 
Score: -1613055.750000 Penalty: 3070.195557
	Iteration 51Q: 3 clusters Score -1613056 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 12014 members 
Entering Unmasked Estep 
Score: -1613057.125000 Penalty: 3070.195557
	Iteration 52Q: 3 clusters Score -1613057 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 12018 members 
Entering Unmasked Estep 
Score: -1613060.875000 Penalty: 3070.195557
	Iteration 53Q: 3 clusters Score -1613061 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 12024 members 
Entering Unmasked Estep 
Score: -1613061.625000 Penalty: 3070.195557
	Iteration 54Q: 3 clusters Score -1613062 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 12031 members 
Entering Unmasked Estep 
Score: -1613065.500000 Penalty: 3070.195557
	Iteration 55Q: 3 clusters Score -1613066 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 12037 members 
Entering Unmasked Estep 
Score: -1613071.250000 Penalty: 3070.195557
	Iteration 56Q: 3 clusters Score -1613071 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 12042 members 
Entering Unmasked Estep 
Score: -1613071.000000 Penalty: 3070.195557
	Iteration 57Q: 3 clusters Score -1613071 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 12044 members 
Entering Unmasked Estep 
Score: -1613073.875000 Penalty: 3070.195557
	Iteration 58Q: 3 clusters Score -1613074 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 12046 members 
Entering Unmasked Estep 
Score: -1613074.750000 Penalty: 3070.195557
	Iteration 59Q: 3 clusters Score -1613075 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 12049 members 
Entering Unmasked Estep 
Score: -1613076.375000 Penalty: 3070.195557
	Iteration 60F: 3 clusters Score -1613076 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 12052 members 
Entering Unmasked Estep 
Score: -1613076.625000 Penalty: 3070.195557
	Iteration 61Q: 3 clusters Score -1613077 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 12054 members 
Entering Unmasked Estep 
Score: -1613079.750000 Penalty: 3070.195557
	Iteration 62Q: 3 clusters Score -1613080 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 12055 members 
Entering Unmasked Estep 
Score: -1613079.875000 Penalty: 3070.195557
	Iteration 63Q: 3 clusters Score -1613080 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 12058 members 
Entering Unmasked Estep 
Score: -1613080.875000 Penalty: 3070.195557
	Iteration 64Q: 3 clusters Score -1613081 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 12058 members 
Entering Unmasked Estep 
Score: -1613080.875000 Penalty: 3070.195557
	Iteration 65F: 3 clusters Score -1613081 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (2892 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Entering Unmasked Estep 
Score: -352920.843750 Penalty: 1295.076904
	Iteration 0F: 2 clusters Score -352920.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -350282.468750 Penalty: 2590.153809
	Iteration 0F: 3 clusters Score -350282.5 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -350988.593750 Penalty: 2590.153809
	Iteration 1F: 3 clusters Score -350988.6 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -351194.875000 Penalty: 2590.153809
	Iteration 2F: 3 clusters Score -351194.9 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -351320.156250 Penalty: 2590.153809
	Iteration 3F: 3 clusters Score -351320.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -351381.343750 Penalty: 2590.153809
	Iteration 4Q: 3 clusters Score -351381.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -351437.593750 Penalty: 2590.153809
	Iteration 5Q: 3 clusters Score -351437.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -351476.250000 Penalty: 2590.153809
	Iteration 6Q: 3 clusters Score -351476.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -351510.937500 Penalty: 2590.153809
	Iteration 7Q: 3 clusters Score -351510.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -351550.656250 Penalty: 2590.153809
	Iteration 8Q: 3 clusters Score -351550.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -351574.437500 Penalty: 2590.153809
	Iteration 9Q: 3 clusters Score -351574.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -351589.812500 Penalty: 2590.153809
	Iteration 10Q: 3 clusters Score -351589.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -351599.750000 Penalty: 2590.153809
	Iteration 11Q: 3 clusters Score -351599.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -351610.500000 Penalty: 2590.153809
	Iteration 12Q: 3 clusters Score -351610.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -351624.875000 Penalty: 2590.153809
	Iteration 13Q: 3 clusters Score -351624.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -351633.093750 Penalty: 2590.153809
	Iteration 14Q: 3 clusters Score -351633.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -351643.250000 Penalty: 2590.153809
	Iteration 15Q: 3 clusters Score -351643.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -351650.093750 Penalty: 2590.153809
	Iteration 16Q: 3 clusters Score -351650.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -351657.468750 Penalty: 2590.153809
	Iteration 17Q: 3 clusters Score -351657.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -351667.250000 Penalty: 2590.153809
	Iteration 18Q: 3 clusters Score -351667.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -351677.843750 Penalty: 2590.153809
	Iteration 19Q: 3 clusters Score -351677.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -351683.875000 Penalty: 2590.153809
	Iteration 20F: 3 clusters Score -351683.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -351691.562500 Penalty: 2590.153809
	Iteration 21Q: 3 clusters Score -351691.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -351702.562500 Penalty: 2590.153809
	Iteration 22Q: 3 clusters Score -351702.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -351709.156250 Penalty: 2590.153809
	Iteration 23Q: 3 clusters Score -351709.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -351718.343750 Penalty: 2590.153809
	Iteration 24Q: 3 clusters Score -351718.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -351726.812500 Penalty: 2590.153809
	Iteration 25Q: 3 clusters Score -351726.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -351742.937500 Penalty: 2590.153809
	Iteration 26Q: 3 clusters Score -351742.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -351752.312500 Penalty: 2590.153809
	Iteration 27Q: 3 clusters Score -351752.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -351757.125000 Penalty: 2590.153809
	Iteration 28Q: 3 clusters Score -351757.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -351761.687500 Penalty: 2590.153809
	Iteration 29Q: 3 clusters Score -351761.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -351767.281250 Penalty: 2590.153809
	Iteration 30Q: 3 clusters Score -351767.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -351769.500000 Penalty: 2590.153809
	Iteration 31Q: 3 clusters Score -351769.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -351774.000000 Penalty: 2590.153809
	Iteration 32Q: 3 clusters Score -351774 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -351779.656250 Penalty: 2590.153809
	Iteration 33Q: 3 clusters Score -351779.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -351788.218750 Penalty: 2590.153809
	Iteration 34Q: 3 clusters Score -351788.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -351803.968750 Penalty: 2590.153809
	Iteration 35Q: 3 clusters Score -351804 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -351820.937500 Penalty: 2590.153809
	Iteration 36Q: 3 clusters Score -351820.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -351835.687500 Penalty: 2590.153809
	Iteration 37Q: 3 clusters Score -351835.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -351844.593750 Penalty: 2590.153809
	Iteration 38Q: 3 clusters Score -351844.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -351849.718750 Penalty: 2590.153809
	Iteration 39Q: 3 clusters Score -351849.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -351851.968750 Penalty: 2590.153809
	Iteration 40F: 3 clusters Score -351852 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -351854.906250 Penalty: 2590.153809
	Iteration 41Q: 3 clusters Score -351854.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -351858.562500 Penalty: 2590.153809
	Iteration 42Q: 3 clusters Score -351858.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -351860.906250 Penalty: 2590.153809
	Iteration 43Q: 3 clusters Score -351860.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -351863.343750 Penalty: 2590.153809
	Iteration 44Q: 3 clusters Score -351863.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -351865.187500 Penalty: 2590.153809
	Iteration 45Q: 3 clusters Score -351865.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -351865.906250 Penalty: 2590.153809
	Iteration 46Q: 3 clusters Score -351865.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -351866.406250 Penalty: 2590.153809
	Iteration 47Q: 3 clusters Score -351866.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -351866.500000 Penalty: 2590.153809
	Iteration 48Q: 3 clusters Score -351866.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -351867.937500 Penalty: 2590.153809
	Iteration 49Q: 3 clusters Score -351867.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -351869.437500 Penalty: 2590.153809
	Iteration 50Q: 3 clusters Score -351869.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -351869.937500 Penalty: 2590.153809
	Iteration 51Q: 3 clusters Score -351869.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -351870.687500 Penalty: 2590.153809
	Iteration 52Q: 3 clusters Score -351870.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -351870.125000 Penalty: 2590.153809
	Iteration 53Q: 3 clusters Score -351870.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -351871.062500 Penalty: 2590.153809
	Iteration 54Q: 3 clusters Score -351871.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -351871.843750 Penalty: 2590.153809
	Iteration 55Q: 3 clusters Score -351871.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -351874.593750 Penalty: 2590.153809
	Iteration 56Q: 3 clusters Score -351874.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -351878.250000 Penalty: 2590.153809
	Iteration 57Q: 3 clusters Score -351878.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -351880.093750 Penalty: 2590.153809
	Iteration 58Q: 3 clusters Score -351880.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -351883.281250 Penalty: 2590.153809
	Iteration 59Q: 3 clusters Score -351883.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -351890.125000 Penalty: 2590.153809
	Iteration 60F: 3 clusters Score -351890.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -351895.250000 Penalty: 2590.153809
	Iteration 61Q: 3 clusters Score -351895.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -351897.562500 Penalty: 2590.153809
	Iteration 62Q: 3 clusters Score -351897.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -351901.875000 Penalty: 2590.153809
	Iteration 63Q: 3 clusters Score -351901.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -351904.968750 Penalty: 2590.153809
	Iteration 64Q: 3 clusters Score -351905 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -351909.875000 Penalty: 2590.153809
	Iteration 65Q: 3 clusters Score -351909.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -351914.343750 Penalty: 2590.153809
	Iteration 66Q: 3 clusters Score -351914.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -351920.687500 Penalty: 2590.153809
	Iteration 67Q: 3 clusters Score -351920.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -351927.656250 Penalty: 2590.153809
	Iteration 68Q: 3 clusters Score -351927.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -351934.625000 Penalty: 2590.153809
	Iteration 69Q: 3 clusters Score -351934.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -351940.968750 Penalty: 2590.153809
	Iteration 70Q: 3 clusters Score -351941 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -351947.375000 Penalty: 2590.153809
	Iteration 71Q: 3 clusters Score -351947.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -351951.500000 Penalty: 2590.153809
	Iteration 72Q: 3 clusters Score -351951.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -351955.343750 Penalty: 2590.153809
	Iteration 73Q: 3 clusters Score -351955.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -351957.375000 Penalty: 2590.153809
	Iteration 74Q: 3 clusters Score -351957.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -351959.500000 Penalty: 2590.153809
	Iteration 75Q: 3 clusters Score -351959.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -351960.656250 Penalty: 2590.153809
	Iteration 76Q: 3 clusters Score -351960.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -351962.375000 Penalty: 2590.153809
	Iteration 77Q: 3 clusters Score -351962.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -351962.968750 Penalty: 2590.153809
	Iteration 78Q: 3 clusters Score -351963 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -351965.125000 Penalty: 2590.153809
	Iteration 79Q: 3 clusters Score -351965.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -351965.593750 Penalty: 2590.153809
	Iteration 80F: 3 clusters Score -351965.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -351966.656250 Penalty: 2590.153809
	Iteration 81Q: 3 clusters Score -351966.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -351967.750000 Penalty: 2590.153809
	Iteration 82Q: 3 clusters Score -351967.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -351968.375000 Penalty: 2590.153809
	Iteration 83Q: 3 clusters Score -351968.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -351970.656250 Penalty: 2590.153809
	Iteration 84Q: 3 clusters Score -351970.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -351972.093750 Penalty: 2590.153809
	Iteration 85Q: 3 clusters Score -351972.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -351973.125000 Penalty: 2590.153809
	Iteration 86Q: 3 clusters Score -351973.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -351973.093750 Penalty: 2590.153809
	Iteration 87Q: 3 clusters Score -351973.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -351973.437500 Penalty: 2590.153809
	Iteration 88Q: 3 clusters Score -351973.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -351975.500000 Penalty: 2590.153809
	Iteration 89Q: 3 clusters Score -351975.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -351975.500000 Penalty: 2590.153809
	Iteration 90F: 3 clusters Score -351975.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (10292 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10292 members 
Entering Unmasked Estep 
Score: -1202880.250000 Penalty: 1501.357422
	Iteration 0F: 2 clusters Score -1202880 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 5167 members 
Entering Unmasked Estep 
Score: -1195563.625000 Penalty: 3002.714844
	Iteration 0F: 3 clusters Score -1195564 nChanged 4440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 5443 members 
Entering Unmasked Estep 
Score: -1198281.500000 Penalty: 3002.714844
	Iteration 1F: 3 clusters Score -1198282 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 5616 members 
Entering Unmasked Estep 
Score: -1198891.625000 Penalty: 3002.714844
	Iteration 2F: 3 clusters Score -1198892 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 5817 members 
Entering Unmasked Estep 
Score: -1199562.125000 Penalty: 3002.714844
	Iteration 3F: 3 clusters Score -1199562 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 5993 members 
Entering Unmasked Estep 
Score: -1200097.625000 Penalty: 3002.714844
	Iteration 4F: 3 clusters Score -1200098 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 6121 members 
Entering Unmasked Estep 
Score: -1200491.000000 Penalty: 3002.714844
	Iteration 5F: 3 clusters Score -1200491 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 6208 members 
Entering Unmasked Estep 
Score: -1200735.250000 Penalty: 3002.714844
	Iteration 6Q: 3 clusters Score -1200735 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 6294 members 
Entering Unmasked Estep 
Score: -1200903.750000 Penalty: 3002.714844
	Iteration 7Q: 3 clusters Score -1200904 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 6378 members 
Entering Unmasked Estep 
Score: -1201022.375000 Penalty: 3002.714844
	Iteration 8Q: 3 clusters Score -1201022 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 6447 members 
Entering Unmasked Estep 
Score: -1201090.750000 Penalty: 3002.714844
	Iteration 9Q: 3 clusters Score -1201091 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 6484 members 
Entering Unmasked Estep 
Score: -1201151.125000 Penalty: 3002.714844
	Iteration 10Q: 3 clusters Score -1201151 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 6530 members 
Entering Unmasked Estep 
Score: -1201198.500000 Penalty: 3002.714844
	Iteration 11Q: 3 clusters Score -1201198 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 6580 members 
Entering Unmasked Estep 
Score: -1201242.750000 Penalty: 3002.714844
	Iteration 12Q: 3 clusters Score -1201243 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 6629 members 
Entering Unmasked Estep 
Score: -1201279.250000 Penalty: 3002.714844
	Iteration 13Q: 3 clusters Score -1201279 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 6669 members 
Entering Unmasked Estep 
Score: -1201309.750000 Penalty: 3002.714844
	Iteration 14Q: 3 clusters Score -1201310 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 6711 members 
Entering Unmasked Estep 
Score: -1201338.625000 Penalty: 3002.714844
	Iteration 15Q: 3 clusters Score -1201339 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 6763 members 
Entering Unmasked Estep 
Score: -1201363.125000 Penalty: 3002.714844
	Iteration 16Q: 3 clusters Score -1201363 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 6811 members 
Entering Unmasked Estep 
Score: -1201378.125000 Penalty: 3002.714844
	Iteration 17Q: 3 clusters Score -1201378 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 6867 members 
Entering Unmasked Estep 
Score: -1201400.250000 Penalty: 3002.714844
	Iteration 18Q: 3 clusters Score -1201400 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 6927 members 
Entering Unmasked Estep 
Score: -1201426.250000 Penalty: 3002.714844
	Iteration 19Q: 3 clusters Score -1201426 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 6992 members 
Entering Unmasked Estep 
Score: -1201447.750000 Penalty: 3002.714844
	Iteration 20F: 3 clusters Score -1201448 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 7072 members 
Entering Unmasked Estep 
Score: -1201488.750000 Penalty: 3002.714844
	Iteration 21Q: 3 clusters Score -1201489 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 7145 members 
Entering Unmasked Estep 
Score: -1201522.625000 Penalty: 3002.714844
	Iteration 22Q: 3 clusters Score -1201523 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 7214 members 
Entering Unmasked Estep 
Score: -1201558.125000 Penalty: 3002.714844
	Iteration 23Q: 3 clusters Score -1201558 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 7286 members 
Entering Unmasked Estep 
Score: -1201589.000000 Penalty: 3002.714844
	Iteration 24Q: 3 clusters Score -1201589 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 7330 members 
Entering Unmasked Estep 
Score: -1201613.500000 Penalty: 3002.714844
	Iteration 25Q: 3 clusters Score -1201614 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 7382 members 
Entering Unmasked Estep 
Score: -1201638.250000 Penalty: 3002.714844
	Iteration 26Q: 3 clusters Score -1201638 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 7432 members 
Entering Unmasked Estep 
Score: -1201662.625000 Penalty: 3002.714844
	Iteration 27Q: 3 clusters Score -1201663 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 7478 members 
Entering Unmasked Estep 
Score: -1201684.000000 Penalty: 3002.714844
	Iteration 28Q: 3 clusters Score -1201684 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 7512 members 
Entering Unmasked Estep 
Score: -1201709.000000 Penalty: 3002.714844
	Iteration 29Q: 3 clusters Score -1201709 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 7538 members 
Entering Unmasked Estep 
Score: -1201725.125000 Penalty: 3002.714844
	Iteration 30Q: 3 clusters Score -1201725 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 7568 members 
Entering Unmasked Estep 
Score: -1201740.000000 Penalty: 3002.714844
	Iteration 31Q: 3 clusters Score -1201740 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 7604 members 
Entering Unmasked Estep 
Score: -1201746.875000 Penalty: 3002.714844
	Iteration 32Q: 3 clusters Score -1201747 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 7633 members 
Entering Unmasked Estep 
Score: -1201757.750000 Penalty: 3002.714844
	Iteration 33Q: 3 clusters Score -1201758 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 7667 members 
Entering Unmasked Estep 
Score: -1201770.250000 Penalty: 3002.714844
	Iteration 34Q: 3 clusters Score -1201770 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 7709 members 
Entering Unmasked Estep 
Score: -1201784.750000 Penalty: 3002.714844
	Iteration 35Q: 3 clusters Score -1201785 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 7749 members 
Entering Unmasked Estep 
Score: -1201793.875000 Penalty: 3002.714844
	Iteration 36Q: 3 clusters Score -1201794 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 7785 members 
Entering Unmasked Estep 
Score: -1201807.750000 Penalty: 3002.714844
	Iteration 37Q: 3 clusters Score -1201808 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 7817 members 
Entering Unmasked Estep 
Score: -1201816.875000 Penalty: 3002.714844
	Iteration 38Q: 3 clusters Score -1201817 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 7851 members 
Entering Unmasked Estep 
Score: -1201824.500000 Penalty: 3002.714844
	Iteration 39Q: 3 clusters Score -1201824 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 7878 members 
Entering Unmasked Estep 
Score: -1201831.000000 Penalty: 3002.714844
	Iteration 40F: 3 clusters Score -1201831 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 7901 members 
Entering Unmasked Estep 
Score: -1201835.875000 Penalty: 3002.714844
	Iteration 41Q: 3 clusters Score -1201836 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 7922 members 
Entering Unmasked Estep 
Score: -1201837.375000 Penalty: 3002.714844
	Iteration 42Q: 3 clusters Score -1201837 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 7942 members 
Entering Unmasked Estep 
Score: -1201837.750000 Penalty: 3002.714844
	Iteration 43Q: 3 clusters Score -1201838 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 7963 members 
Entering Unmasked Estep 
Score: -1201845.875000 Penalty: 3002.714844
	Iteration 44Q: 3 clusters Score -1201846 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 7977 members 
Entering Unmasked Estep 
Score: -1201847.875000 Penalty: 3002.714844
	Iteration 45Q: 3 clusters Score -1201848 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 7996 members 
Entering Unmasked Estep 
Score: -1201852.625000 Penalty: 3002.714844
	Iteration 46Q: 3 clusters Score -1201853 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 8018 members 
Entering Unmasked Estep 
Score: -1201860.875000 Penalty: 3002.714844
	Iteration 47Q: 3 clusters Score -1201861 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 8042 members 
Entering Unmasked Estep 
Score: -1201866.250000 Penalty: 3002.714844
	Iteration 48Q: 3 clusters Score -1201866 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 8062 members 
Entering Unmasked Estep 
Score: -1201875.625000 Penalty: 3002.714844
	Iteration 49Q: 3 clusters Score -1201876 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 8085 members 
Entering Unmasked Estep 
Score: -1201879.250000 Penalty: 3002.714844
	Iteration 50Q: 3 clusters Score -1201879 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 8101 members 
Entering Unmasked Estep 
Score: -1201882.625000 Penalty: 3002.714844
	Iteration 51Q: 3 clusters Score -1201883 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 8116 members 
Entering Unmasked Estep 
Score: -1201885.375000 Penalty: 3002.714844
	Iteration 52Q: 3 clusters Score -1201885 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 8128 members 
Entering Unmasked Estep 
Score: -1201889.125000 Penalty: 3002.714844
	Iteration 53Q: 3 clusters Score -1201889 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 8138 members 
Entering Unmasked Estep 
Score: -1201891.250000 Penalty: 3002.714844
	Iteration 54Q: 3 clusters Score -1201891 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 8152 members 
Entering Unmasked Estep 
Score: -1201892.875000 Penalty: 3002.714844
	Iteration 55Q: 3 clusters Score -1201893 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 8163 members 
Entering Unmasked Estep 
Score: -1201897.875000 Penalty: 3002.714844
	Iteration 56Q: 3 clusters Score -1201898 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 8175 members 
Entering Unmasked Estep 
Score: -1201897.750000 Penalty: 3002.714844
	Iteration 57Q: 3 clusters Score -1201898 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 8180 members 
Entering Unmasked Estep 
Score: -1201900.500000 Penalty: 3002.714844
	Iteration 58Q: 3 clusters Score -1201900 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 8186 members 
Entering Unmasked Estep 
Score: -1201904.250000 Penalty: 3002.714844
	Iteration 59Q: 3 clusters Score -1201904 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 8191 members 
Entering Unmasked Estep 
Score: -1201904.375000 Penalty: 3002.714844
	Iteration 60F: 3 clusters Score -1201904 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 8202 members 
Entering Unmasked Estep 
Score: -1201906.000000 Penalty: 3002.714844
	Iteration 61Q: 3 clusters Score -1201906 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 8206 members 
Entering Unmasked Estep 
Score: -1201905.125000 Penalty: 3002.714844
	Iteration 62Q: 3 clusters Score -1201905 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 8219 members 
Entering Unmasked Estep 
Score: -1201908.875000 Penalty: 3002.714844
	Iteration 63Q: 3 clusters Score -1201909 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 8228 members 
Entering Unmasked Estep 
Score: -1201907.625000 Penalty: 3002.714844
	Iteration 64Q: 3 clusters Score -1201908 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 8243 members 
Entering Unmasked Estep 
Score: -1201914.125000 Penalty: 3002.714844
	Iteration 65Q: 3 clusters Score -1201914 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 8257 members 
Entering Unmasked Estep 
Score: -1201913.750000 Penalty: 3002.714844
	Iteration 66Q: 3 clusters Score -1201914 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 8272 members 
Entering Unmasked Estep 
Score: -1201915.000000 Penalty: 3002.714844
	Iteration 67Q: 3 clusters Score -1201915 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 8291 members 
Entering Unmasked Estep 
Score: -1201920.125000 Penalty: 3002.714844
	Iteration 68Q: 3 clusters Score -1201920 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 8307 members 
Entering Unmasked Estep 
Score: -1201921.500000 Penalty: 3002.714844
	Iteration 69Q: 3 clusters Score -1201922 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 8315 members 
Entering Unmasked Estep 
Score: -1201924.625000 Penalty: 3002.714844
	Iteration 70Q: 3 clusters Score -1201925 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 8327 members 
Entering Unmasked Estep 
Score: -1201931.000000 Penalty: 3002.714844
	Iteration 71Q: 3 clusters Score -1201931 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 8336 members 
Entering Unmasked Estep 
Score: -1201931.375000 Penalty: 3002.714844
	Iteration 72Q: 3 clusters Score -1201931 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 8348 members 
Entering Unmasked Estep 
Score: -1201935.000000 Penalty: 3002.714844
	Iteration 73Q: 3 clusters Score -1201935 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 8361 members 
Entering Unmasked Estep 
Score: -1201939.125000 Penalty: 3002.714844
	Iteration 74Q: 3 clusters Score -1201939 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 8372 members 
Entering Unmasked Estep 
Score: -1201937.875000 Penalty: 3002.714844
	Iteration 75Q: 3 clusters Score -1201938 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 8383 members 
Entering Unmasked Estep 
Score: -1201940.375000 Penalty: 3002.714844
	Iteration 76Q: 3 clusters Score -1201940 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 8393 members 
Entering Unmasked Estep 
Score: -1201942.875000 Penalty: 3002.714844
	Iteration 77Q: 3 clusters Score -1201943 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 8407 members 
Entering Unmasked Estep 
Score: -1201947.500000 Penalty: 3002.714844
	Iteration 78Q: 3 clusters Score -1201948 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 8416 members 
Entering Unmasked Estep 
Score: -1201951.250000 Penalty: 3002.714844
	Iteration 79Q: 3 clusters Score -1201951 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 8429 members 
Entering Unmasked Estep 
Score: -1201952.875000 Penalty: 3002.714844
	Iteration 80F: 3 clusters Score -1201953 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 8441 members 
Entering Unmasked Estep 
Score: -1201955.875000 Penalty: 3002.714844
	Iteration 81Q: 3 clusters Score -1201956 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 8459 members 
Entering Unmasked Estep 
Score: -1201959.000000 Penalty: 3002.714844
	Iteration 82Q: 3 clusters Score -1201959 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 8465 members 
Entering Unmasked Estep 
Score: -1201959.500000 Penalty: 3002.714844
	Iteration 83Q: 3 clusters Score -1201960 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 8471 members 
Entering Unmasked Estep 
Score: -1201962.375000 Penalty: 3002.714844
	Iteration 84Q: 3 clusters Score -1201962 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 8481 members 
Entering Unmasked Estep 
Score: -1201966.750000 Penalty: 3002.714844
	Iteration 85Q: 3 clusters Score -1201967 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 8494 members 
Entering Unmasked Estep 
Score: -1201968.875000 Penalty: 3002.714844
	Iteration 86Q: 3 clusters Score -1201969 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 8504 members 
Entering Unmasked Estep 
Score: -1201971.625000 Penalty: 3002.714844
	Iteration 87Q: 3 clusters Score -1201972 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 8514 members 
Entering Unmasked Estep 
Score: -1201974.250000 Penalty: 3002.714844
	Iteration 88Q: 3 clusters Score -1201974 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 8522 members 
Entering Unmasked Estep 
Score: -1201977.375000 Penalty: 3002.714844
	Iteration 89Q: 3 clusters Score -1201977 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 8532 members 
Entering Unmasked Estep 
Score: -1201979.125000 Penalty: 3002.714844
	Iteration 90Q: 3 clusters Score -1201979 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 8541 members 
Entering Unmasked Estep 
Score: -1201978.750000 Penalty: 3002.714844
	Iteration 91Q: 3 clusters Score -1201979 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 8554 members 
Entering Unmasked Estep 
Score: -1201984.000000 Penalty: 3002.714844
	Iteration 92Q: 3 clusters Score -1201984 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 8565 members 
Entering Unmasked Estep 
Score: -1201984.375000 Penalty: 3002.714844
	Iteration 93Q: 3 clusters Score -1201984 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 8576 members 
Entering Unmasked Estep 
Score: -1201991.500000 Penalty: 3002.714844
	Iteration 94Q: 3 clusters Score -1201992 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 8586 members 
Entering Unmasked Estep 
Score: -1201989.125000 Penalty: 3002.714844
	Iteration 95Q: 3 clusters Score -1201989 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 8593 members 
Entering Unmasked Estep 
Score: -1201992.000000 Penalty: 3002.714844
	Iteration 96Q: 3 clusters Score -1201992 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 8594 members 
Entering Unmasked Estep 
Score: -1201994.125000 Penalty: 3002.714844
	Iteration 97Q: 3 clusters Score -1201994 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 8596 members 
Entering Unmasked Estep 
Score: -1201995.125000 Penalty: 3002.714844
	Iteration 98Q: 3 clusters Score -1201995 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 8601 members 
Entering Unmasked Estep 
Score: -1201996.000000 Penalty: 3002.714844
	Iteration 99Q: 3 clusters Score -1201996 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 8606 members 
Entering Unmasked Estep 
Score: -1201997.625000 Penalty: 3002.714844
	Iteration 100F: 3 clusters Score -1201998 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 8609 members 
Entering Unmasked Estep 
Score: -1201997.125000 Penalty: 3002.714844
	Iteration 101Q: 3 clusters Score -1201997 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 8612 members 
Entering Unmasked Estep 
Score: -1201996.375000 Penalty: 3002.714844
	Iteration 102Q: 3 clusters Score -1201996 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 8612 members 
Entering Unmasked Estep 
Score: -1201996.375000 Penalty: 3002.714844
	Iteration 103F: 3 clusters Score -1201996 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (2334 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Entering Unmasked Estep 
Score: -283184.968750 Penalty: 1260.242554
	Iteration 0F: 2 clusters Score -283185 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -280882.437500 Penalty: 2520.485107
	Iteration 0F: 3 clusters Score -280882.4 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -281547.312500 Penalty: 2520.485107
	Iteration 1F: 3 clusters Score -281547.3 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -281826.437500 Penalty: 2520.485107
	Iteration 2F: 3 clusters Score -281826.4 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -282052.062500 Penalty: 2520.485107
	Iteration 3F: 3 clusters Score -282052.1 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -282156.843750 Penalty: 2520.485107
	Iteration 4F: 3 clusters Score -282156.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -282225.562500 Penalty: 2520.485107
	Iteration 5Q: 3 clusters Score -282225.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -282274.218750 Penalty: 2520.485107
	Iteration 6Q: 3 clusters Score -282274.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -282312.656250 Penalty: 2520.485107
	Iteration 7Q: 3 clusters Score -282312.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -282349.187500 Penalty: 2520.485107
	Iteration 8Q: 3 clusters Score -282349.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -282370.187500 Penalty: 2520.485107
	Iteration 9Q: 3 clusters Score -282370.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -282386.968750 Penalty: 2520.485107
	Iteration 10Q: 3 clusters Score -282387 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -282399.781250 Penalty: 2520.485107
	Iteration 11Q: 3 clusters Score -282399.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -282407.593750 Penalty: 2520.485107
	Iteration 12Q: 3 clusters Score -282407.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -282413.593750 Penalty: 2520.485107
	Iteration 13Q: 3 clusters Score -282413.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -282416.843750 Penalty: 2520.485107
	Iteration 14Q: 3 clusters Score -282416.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -282421.812500 Penalty: 2520.485107
	Iteration 15Q: 3 clusters Score -282421.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -282424.062500 Penalty: 2520.485107
	Iteration 16Q: 3 clusters Score -282424.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -282424.312500 Penalty: 2520.485107
	Iteration 17Q: 3 clusters Score -282424.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -282424.218750 Penalty: 2520.485107
	Iteration 18Q: 3 clusters Score -282424.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -282424.218750 Penalty: 2520.485107
	Iteration 19F: 3 clusters Score -282424.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (25528 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25528 members 
Entering Unmasked Estep 
Score: -2996683.750000 Penalty: 1648.973877
	Iteration 0F: 2 clusters Score -2996684 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12865 members 
Mstep: Class 2 contains 12663 members 
Entering Unmasked Estep 
Score: -2979461.500000 Penalty: 3297.947754
	Iteration 0F: 3 clusters Score -2979462 nChanged 11633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13240 members 
Mstep: Class 2 contains 12288 members 
Entering Unmasked Estep 
Score: -2985959.250000 Penalty: 3297.947754
	Iteration 1F: 3 clusters Score -2985959 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13567 members 
Mstep: Class 2 contains 11961 members 
Entering Unmasked Estep 
Score: -2986618.000000 Penalty: 3297.947754
	Iteration 2F: 3 clusters Score -2986618 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14061 members 
Mstep: Class 2 contains 11467 members 
Entering Unmasked Estep 
Score: -2987455.750000 Penalty: 3297.947754
	Iteration 3F: 3 clusters Score -2987456 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14770 members 
Mstep: Class 2 contains 10758 members 
Entering Unmasked Estep 
Score: -2988425.750000 Penalty: 3297.947754
	Iteration 4F: 3 clusters Score -2988426 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15561 members 
Mstep: Class 2 contains 9967 members 
Entering Unmasked Estep 
Score: -2989415.750000 Penalty: 3297.947754
	Iteration 5F: 3 clusters Score -2989416 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16370 members 
Mstep: Class 2 contains 9158 members 
Entering Unmasked Estep 
Score: -2990299.000000 Penalty: 3297.947754
	Iteration 6F: 3 clusters Score -2990299 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17170 members 
Mstep: Class 2 contains 8358 members 
Entering Unmasked Estep 
Score: -2991017.750000 Penalty: 3297.947754
	Iteration 7F: 3 clusters Score -2991018 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17967 members 
Mstep: Class 2 contains 7561 members 
Entering Unmasked Estep 
Score: -2991636.250000 Penalty: 3297.947754
	Iteration 8Q: 3 clusters Score -2991636 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18728 members 
Mstep: Class 2 contains 6800 members 
Entering Unmasked Estep 
Score: -2992165.250000 Penalty: 3297.947754
	Iteration 9Q: 3 clusters Score -2992165 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19453 members 
Mstep: Class 2 contains 6075 members 
Entering Unmasked Estep 
Score: -2992602.500000 Penalty: 3297.947754
	Iteration 10Q: 3 clusters Score -2992602 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20111 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -2992974.750000 Penalty: 3297.947754
	Iteration 11Q: 3 clusters Score -2992975 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20733 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -2993300.500000 Penalty: 3297.947754
	Iteration 12Q: 3 clusters Score -2993300 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21357 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -2993630.250000 Penalty: 3297.947754
	Iteration 13Q: 3 clusters Score -2993630 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21907 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -2993940.000000 Penalty: 3297.947754
	Iteration 14Q: 3 clusters Score -2993940 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22428 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -2994207.750000 Penalty: 3297.947754
	Iteration 15Q: 3 clusters Score -2994208 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22890 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -2994460.500000 Penalty: 3297.947754
	Iteration 16Q: 3 clusters Score -2994460 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23331 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -2994691.000000 Penalty: 3297.947754
	Iteration 17Q: 3 clusters Score -2994691 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23684 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -2994888.000000 Penalty: 3297.947754
	Iteration 18Q: 3 clusters Score -2994888 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23956 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -2995032.250000 Penalty: 3297.947754
	Iteration 19Q: 3 clusters Score -2995032 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24165 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -2995133.250000 Penalty: 3297.947754
	Iteration 20F: 3 clusters Score -2995133 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24332 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -2995213.250000 Penalty: 3297.947754
	Iteration 21Q: 3 clusters Score -2995213 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24465 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -2995275.250000 Penalty: 3297.947754
	Iteration 22Q: 3 clusters Score -2995275 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24555 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -2995315.500000 Penalty: 3297.947754
	Iteration 23Q: 3 clusters Score -2995316 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24622 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -2995340.000000 Penalty: 3297.947754
	Iteration 24Q: 3 clusters Score -2995340 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24666 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -2995359.250000 Penalty: 3297.947754
	Iteration 25Q: 3 clusters Score -2995359 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24716 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -2995374.000000 Penalty: 3297.947754
	Iteration 26Q: 3 clusters Score -2995374 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24742 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -2995386.000000 Penalty: 3297.947754
	Iteration 27Q: 3 clusters Score -2995386 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24764 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -2995406.000000 Penalty: 3297.947754
	Iteration 28Q: 3 clusters Score -2995406 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24784 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -2995414.250000 Penalty: 3297.947754
	Iteration 29Q: 3 clusters Score -2995414 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24810 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -2995427.000000 Penalty: 3297.947754
	Iteration 30Q: 3 clusters Score -2995427 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24830 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -2995438.000000 Penalty: 3297.947754
	Iteration 31Q: 3 clusters Score -2995438 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24845 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -2995445.500000 Penalty: 3297.947754
	Iteration 32Q: 3 clusters Score -2995446 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24862 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -2995452.750000 Penalty: 3297.947754
	Iteration 33Q: 3 clusters Score -2995453 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24869 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -2995459.250000 Penalty: 3297.947754
	Iteration 34Q: 3 clusters Score -2995459 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24875 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -2995465.250000 Penalty: 3297.947754
	Iteration 35Q: 3 clusters Score -2995465 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24883 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -2995472.000000 Penalty: 3297.947754
	Iteration 36Q: 3 clusters Score -2995472 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24898 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -2995481.250000 Penalty: 3297.947754
	Iteration 37Q: 3 clusters Score -2995481 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24908 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -2995490.500000 Penalty: 3297.947754
	Iteration 38Q: 3 clusters Score -2995490 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24918 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -2995498.250000 Penalty: 3297.947754
	Iteration 39Q: 3 clusters Score -2995498 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24926 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -2995500.000000 Penalty: 3297.947754
	Iteration 40F: 3 clusters Score -2995500 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24935 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -2995503.750000 Penalty: 3297.947754
	Iteration 41Q: 3 clusters Score -2995504 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24941 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -2995505.000000 Penalty: 3297.947754
	Iteration 42Q: 3 clusters Score -2995505 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24943 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -2995503.250000 Penalty: 3297.947754
	Iteration 43Q: 3 clusters Score -2995503 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24945 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -2995506.500000 Penalty: 3297.947754
	Iteration 44Q: 3 clusters Score -2995506 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24947 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -2995509.250000 Penalty: 3297.947754
	Iteration 45Q: 3 clusters Score -2995509 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24947 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -2995513.250000 Penalty: 3297.947754
	Iteration 46Q: 3 clusters Score -2995513 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24948 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -2995514.250000 Penalty: 3297.947754
	Iteration 47Q: 3 clusters Score -2995514 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24948 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -2995514.250000 Penalty: 3297.947754
	Iteration 48F: 3 clusters Score -2995514 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (35845 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35845 members 
Entering Unmasked Estep 
Score: -4536814.500000 Penalty: 1704.130859
	Iteration 0F: 2 clusters Score -4536814 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17913 members 
Mstep: Class 2 contains 17932 members 
Entering Unmasked Estep 
Score: -4512844.000000 Penalty: 3408.261719
	Iteration 0F: 3 clusters Score -4512844 nChanged 16550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17405 members 
Mstep: Class 2 contains 18440 members 
Entering Unmasked Estep 
Score: -4522027.500000 Penalty: 3408.261719
	Iteration 1F: 3 clusters Score -4522028 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17003 members 
Mstep: Class 2 contains 18842 members 
Entering Unmasked Estep 
Score: -4522524.500000 Penalty: 3408.261719
	Iteration 2Q: 3 clusters Score -4522524 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16464 members 
Mstep: Class 2 contains 19381 members 
Entering Unmasked Estep 
Score: -4523037.500000 Penalty: 3408.261719
	Iteration 3Q: 3 clusters Score -4523038 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15782 members 
Mstep: Class 2 contains 20063 members 
Entering Unmasked Estep 
Score: -4523629.000000 Penalty: 3408.261719
	Iteration 4Q: 3 clusters Score -4523629 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14875 members 
Mstep: Class 2 contains 20970 members 
Entering Unmasked Estep 
Score: -4524360.000000 Penalty: 3408.261719
	Iteration 5Q: 3 clusters Score -4524360 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13686 members 
Mstep: Class 2 contains 22159 members 
Entering Unmasked Estep 
Score: -4525280.000000 Penalty: 3408.261719
	Iteration 6F: 3 clusters Score -4525280 nChanged 2022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12206 members 
Mstep: Class 2 contains 23639 members 
Entering Unmasked Estep 
Score: -4526520.000000 Penalty: 3408.261719
	Iteration 7F: 3 clusters Score -4526520 nChanged 2188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10472 members 
Mstep: Class 2 contains 25373 members 
Entering Unmasked Estep 
Score: -4528179.000000 Penalty: 3408.261719
	Iteration 8F: 3 clusters Score -4528179 nChanged 2055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8717 members 
Mstep: Class 2 contains 27128 members 
Entering Unmasked Estep 
Score: -4529997.000000 Penalty: 3408.261719
	Iteration 9F: 3 clusters Score -4529997 nChanged 1768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7275 members 
Mstep: Class 2 contains 28570 members 
Entering Unmasked Estep 
Score: -4531510.000000 Penalty: 3408.261719
	Iteration 10Q: 3 clusters Score -4531510 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6217 members 
Mstep: Class 2 contains 29628 members 
Entering Unmasked Estep 
Score: -4532483.000000 Penalty: 3408.261719
	Iteration 11Q: 3 clusters Score -4532483 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 30482 members 
Entering Unmasked Estep 
Score: -4533194.000000 Penalty: 3408.261719
	Iteration 12Q: 3 clusters Score -4533194 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 31186 members 
Entering Unmasked Estep 
Score: -4533691.000000 Penalty: 3408.261719
	Iteration 13Q: 3 clusters Score -4533691 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 31779 members 
Entering Unmasked Estep 
Score: -4534085.500000 Penalty: 3408.261719
	Iteration 14Q: 3 clusters Score -4534086 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 32284 members 
Entering Unmasked Estep 
Score: -4534403.000000 Penalty: 3408.261719
	Iteration 15Q: 3 clusters Score -4534403 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 32684 members 
Entering Unmasked Estep 
Score: -4534636.500000 Penalty: 3408.261719
	Iteration 16Q: 3 clusters Score -4534636 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 33034 members 
Entering Unmasked Estep 
Score: -4534876.000000 Penalty: 3408.261719
	Iteration 17Q: 3 clusters Score -4534876 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 33296 members 
Entering Unmasked Estep 
Score: -4535019.500000 Penalty: 3408.261719
	Iteration 18Q: 3 clusters Score -4535020 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 33517 members 
Entering Unmasked Estep 
Score: -4535152.000000 Penalty: 3408.261719
	Iteration 19Q: 3 clusters Score -4535152 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 33702 members 
Entering Unmasked Estep 
Score: -4535267.500000 Penalty: 3408.261719
	Iteration 20F: 3 clusters Score -4535268 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 33857 members 
Entering Unmasked Estep 
Score: -4535366.000000 Penalty: 3408.261719
	Iteration 21Q: 3 clusters Score -4535366 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 33990 members 
Entering Unmasked Estep 
Score: -4535427.500000 Penalty: 3408.261719
	Iteration 22Q: 3 clusters Score -4535428 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 34098 members 
Entering Unmasked Estep 
Score: -4535478.000000 Penalty: 3408.261719
	Iteration 23Q: 3 clusters Score -4535478 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 34183 members 
Entering Unmasked Estep 
Score: -4535520.500000 Penalty: 3408.261719
	Iteration 24Q: 3 clusters Score -4535520 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 34261 members 
Entering Unmasked Estep 
Score: -4535540.500000 Penalty: 3408.261719
	Iteration 25Q: 3 clusters Score -4535540 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 34340 members 
Entering Unmasked Estep 
Score: -4535568.500000 Penalty: 3408.261719
	Iteration 26Q: 3 clusters Score -4535568 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 34393 members 
Entering Unmasked Estep 
Score: -4535581.500000 Penalty: 3408.261719
	Iteration 27Q: 3 clusters Score -4535582 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 34433 members 
Entering Unmasked Estep 
Score: -4535603.500000 Penalty: 3408.261719
	Iteration 28Q: 3 clusters Score -4535604 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 34466 members 
Entering Unmasked Estep 
Score: -4535616.000000 Penalty: 3408.261719
	Iteration 29Q: 3 clusters Score -4535616 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 34493 members 
Entering Unmasked Estep 
Score: -4535625.500000 Penalty: 3408.261719
	Iteration 30Q: 3 clusters Score -4535626 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 34511 members 
Entering Unmasked Estep 
Score: -4535620.500000 Penalty: 3408.261719
	Iteration 31Q: 3 clusters Score -4535620 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 34527 members 
Entering Unmasked Estep 
Score: -4535631.000000 Penalty: 3408.261719
	Iteration 32Q: 3 clusters Score -4535631 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 34545 members 
Entering Unmasked Estep 
Score: -4535632.500000 Penalty: 3408.261719
	Iteration 33Q: 3 clusters Score -4535632 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 34552 members 
Entering Unmasked Estep 
Score: -4535635.500000 Penalty: 3408.261719
	Iteration 34Q: 3 clusters Score -4535636 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 34558 members 
Entering Unmasked Estep 
Score: -4535632.000000 Penalty: 3408.261719
	Iteration 35Q: 3 clusters Score -4535632 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 34565 members 
Entering Unmasked Estep 
Score: -4535634.500000 Penalty: 3408.261719
	Iteration 36Q: 3 clusters Score -4535634 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 34573 members 
Entering Unmasked Estep 
Score: -4535633.000000 Penalty: 3408.261719
	Iteration 37Q: 3 clusters Score -4535633 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 34579 members 
Entering Unmasked Estep 
Score: -4535642.000000 Penalty: 3408.261719
	Iteration 38Q: 3 clusters Score -4535642 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 34586 members 
Entering Unmasked Estep 
Score: -4535638.000000 Penalty: 3408.261719
	Iteration 39Q: 3 clusters Score -4535638 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 34589 members 
Entering Unmasked Estep 
Score: -4535639.500000 Penalty: 3408.261719
	Iteration 40F: 3 clusters Score -4535640 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 34594 members 
Entering Unmasked Estep 
Score: -4535638.500000 Penalty: 3408.261719
	Iteration 41Q: 3 clusters Score -4535638 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 34603 members 
Entering Unmasked Estep 
Score: -4535647.000000 Penalty: 3408.261719
	Iteration 42Q: 3 clusters Score -4535647 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 34610 members 
Entering Unmasked Estep 
Score: -4535650.500000 Penalty: 3408.261719
	Iteration 43Q: 3 clusters Score -4535650 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 34618 members 
Entering Unmasked Estep 
Score: -4535657.000000 Penalty: 3408.261719
	Iteration 44Q: 3 clusters Score -4535657 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 34622 members 
Entering Unmasked Estep 
Score: -4535655.000000 Penalty: 3408.261719
	Iteration 45Q: 3 clusters Score -4535655 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 34628 members 
Entering Unmasked Estep 
Score: -4535654.500000 Penalty: 3408.261719
	Iteration 46Q: 3 clusters Score -4535654 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 34631 members 
Entering Unmasked Estep 
Score: -4535663.500000 Penalty: 3408.261719
	Iteration 47Q: 3 clusters Score -4535664 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 34635 members 
Entering Unmasked Estep 
Score: -4535660.500000 Penalty: 3408.261719
	Iteration 48Q: 3 clusters Score -4535660 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 34640 members 
Entering Unmasked Estep 
Score: -4535665.000000 Penalty: 3408.261719
	Iteration 49Q: 3 clusters Score -4535665 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 34644 members 
Entering Unmasked Estep 
Score: -4535660.000000 Penalty: 3408.261719
	Iteration 50Q: 3 clusters Score -4535660 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 34647 members 
Entering Unmasked Estep 
Score: -4535663.000000 Penalty: 3408.261719
	Iteration 51Q: 3 clusters Score -4535663 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 34649 members 
Entering Unmasked Estep 
Score: -4535665.000000 Penalty: 3408.261719
	Iteration 52Q: 3 clusters Score -4535665 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 34653 members 
Entering Unmasked Estep 
Score: -4535666.500000 Penalty: 3408.261719
	Iteration 53Q: 3 clusters Score -4535666 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 34658 members 
Entering Unmasked Estep 
Score: -4535671.000000 Penalty: 3408.261719
	Iteration 54Q: 3 clusters Score -4535671 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 34664 members 
Entering Unmasked Estep 
Score: -4535669.000000 Penalty: 3408.261719
	Iteration 55Q: 3 clusters Score -4535669 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 34666 members 
Entering Unmasked Estep 
Score: -4535672.000000 Penalty: 3408.261719
	Iteration 56Q: 3 clusters Score -4535672 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 34667 members 
Entering Unmasked Estep 
Score: -4535671.000000 Penalty: 3408.261719
	Iteration 57Q: 3 clusters Score -4535671 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 34669 members 
Entering Unmasked Estep 
Score: -4535674.000000 Penalty: 3408.261719
	Iteration 58Q: 3 clusters Score -4535674 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 34676 members 
Entering Unmasked Estep 
Score: -4535679.500000 Penalty: 3408.261719
	Iteration 59Q: 3 clusters Score -4535680 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 34682 members 
Entering Unmasked Estep 
Score: -4535676.500000 Penalty: 3408.261719
	Iteration 60F: 3 clusters Score -4535676 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 34688 members 
Entering Unmasked Estep 
Score: -4535679.500000 Penalty: 3408.261719
	Iteration 61Q: 3 clusters Score -4535680 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 34694 members 
Entering Unmasked Estep 
Score: -4535682.000000 Penalty: 3408.261719
	Iteration 62Q: 3 clusters Score -4535682 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 34701 members 
Entering Unmasked Estep 
Score: -4535686.500000 Penalty: 3408.261719
	Iteration 63Q: 3 clusters Score -4535686 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 34710 members 
Entering Unmasked Estep 
Score: -4535694.000000 Penalty: 3408.261719
	Iteration 64Q: 3 clusters Score -4535694 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 34718 members 
Entering Unmasked Estep 
Score: -4535697.500000 Penalty: 3408.261719
	Iteration 65Q: 3 clusters Score -4535698 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 34723 members 
Entering Unmasked Estep 
Score: -4535697.000000 Penalty: 3408.261719
	Iteration 66Q: 3 clusters Score -4535697 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 34730 members 
Entering Unmasked Estep 
Score: -4535701.000000 Penalty: 3408.261719
	Iteration 67Q: 3 clusters Score -4535701 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 34736 members 
Entering Unmasked Estep 
Score: -4535700.000000 Penalty: 3408.261719
	Iteration 68Q: 3 clusters Score -4535700 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 34746 members 
Entering Unmasked Estep 
Score: -4535704.500000 Penalty: 3408.261719
	Iteration 69Q: 3 clusters Score -4535704 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 34756 members 
Entering Unmasked Estep 
Score: -4535706.500000 Penalty: 3408.261719
	Iteration 70Q: 3 clusters Score -4535706 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 34771 members 
Entering Unmasked Estep 
Score: -4535713.500000 Penalty: 3408.261719
	Iteration 71Q: 3 clusters Score -4535714 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 34783 members 
Entering Unmasked Estep 
Score: -4535714.500000 Penalty: 3408.261719
	Iteration 72Q: 3 clusters Score -4535714 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 34793 members 
Entering Unmasked Estep 
Score: -4535720.500000 Penalty: 3408.261719
	Iteration 73Q: 3 clusters Score -4535720 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 34799 members 
Entering Unmasked Estep 
Score: -4535715.500000 Penalty: 3408.261719
	Iteration 74Q: 3 clusters Score -4535716 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 34808 members 
Entering Unmasked Estep 
Score: -4535723.000000 Penalty: 3408.261719
	Iteration 75Q: 3 clusters Score -4535723 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 34820 members 
Entering Unmasked Estep 
Score: -4535730.000000 Penalty: 3408.261719
	Iteration 76Q: 3 clusters Score -4535730 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 34829 members 
Entering Unmasked Estep 
Score: -4535732.000000 Penalty: 3408.261719
	Iteration 77Q: 3 clusters Score -4535732 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 34834 members 
Entering Unmasked Estep 
Score: -4535735.000000 Penalty: 3408.261719
	Iteration 78Q: 3 clusters Score -4535735 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 34836 members 
Entering Unmasked Estep 
Score: -4535738.000000 Penalty: 3408.261719
	Iteration 79Q: 3 clusters Score -4535738 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 34837 members 
Entering Unmasked Estep 
Score: -4535737.000000 Penalty: 3408.261719
	Iteration 80F: 3 clusters Score -4535737 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 34839 members 
Entering Unmasked Estep 
Score: -4535732.000000 Penalty: 3408.261719
	Iteration 81Q: 3 clusters Score -4535732 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 34840 members 
Entering Unmasked Estep 
Score: -4535730.000000 Penalty: 3408.261719
	Iteration 82Q: 3 clusters Score -4535730 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 34838 members 
Entering Unmasked Estep 
Score: -4535729.500000 Penalty: 3408.261719
	Iteration 83Q: 3 clusters Score -4535730 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 34838 members 
Entering Unmasked Estep 
Score: -4535729.500000 Penalty: 3408.261719
	Iteration 84F: 3 clusters Score -4535730 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (4577 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Entering Unmasked Estep 
Score: -553599.062500 Penalty: 1369.679810
	Iteration 0F: 2 clusters Score -553599.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -549862.562500 Penalty: 2739.359619
	Iteration 0F: 3 clusters Score -549862.6 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -550907.250000 Penalty: 2739.359619
	Iteration 1F: 3 clusters Score -550907.2 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -551076.812500 Penalty: 2739.359619
	Iteration 2F: 3 clusters Score -551076.8 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -551192.062500 Penalty: 2739.359619
	Iteration 3F: 3 clusters Score -551192.1 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -551293.250000 Penalty: 2739.359619
	Iteration 4Q: 3 clusters Score -551293.2 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -551385.625000 Penalty: 2739.359619
	Iteration 5Q: 3 clusters Score -551385.6 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -551482.562500 Penalty: 2739.359619
	Iteration 6Q: 3 clusters Score -551482.6 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -551557.187500 Penalty: 2739.359619
	Iteration 7Q: 3 clusters Score -551557.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -551623.500000 Penalty: 2739.359619
	Iteration 8Q: 3 clusters Score -551623.5 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -551685.625000 Penalty: 2739.359619
	Iteration 9Q: 3 clusters Score -551685.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -551740.500000 Penalty: 2739.359619
	Iteration 10Q: 3 clusters Score -551740.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -551779.875000 Penalty: 2739.359619
	Iteration 11Q: 3 clusters Score -551779.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -551808.812500 Penalty: 2739.359619
	Iteration 12Q: 3 clusters Score -551808.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -551846.812500 Penalty: 2739.359619
	Iteration 13Q: 3 clusters Score -551846.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -551890.187500 Penalty: 2739.359619
	Iteration 14Q: 3 clusters Score -551890.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -551936.562500 Penalty: 2739.359619
	Iteration 15Q: 3 clusters Score -551936.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -551984.437500 Penalty: 2739.359619
	Iteration 16Q: 3 clusters Score -551984.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -552021.750000 Penalty: 2739.359619
	Iteration 17Q: 3 clusters Score -552021.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -552065.375000 Penalty: 2739.359619
	Iteration 18Q: 3 clusters Score -552065.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -552134.750000 Penalty: 2739.359619
	Iteration 19Q: 3 clusters Score -552134.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -552242.062500 Penalty: 2739.359619
	Iteration 20F: 3 clusters Score -552242.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -552314.000000 Penalty: 2739.359619
	Iteration 21Q: 3 clusters Score -552314 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -552364.437500 Penalty: 2739.359619
	Iteration 22Q: 3 clusters Score -552364.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -552403.375000 Penalty: 2739.359619
	Iteration 23Q: 3 clusters Score -552403.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -552430.625000 Penalty: 2739.359619
	Iteration 24Q: 3 clusters Score -552430.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -552455.562500 Penalty: 2739.359619
	Iteration 25Q: 3 clusters Score -552455.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -552473.875000 Penalty: 2739.359619
	Iteration 26Q: 3 clusters Score -552473.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -552493.500000 Penalty: 2739.359619
	Iteration 27Q: 3 clusters Score -552493.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -552508.125000 Penalty: 2739.359619
	Iteration 28Q: 3 clusters Score -552508.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -552522.250000 Penalty: 2739.359619
	Iteration 29Q: 3 clusters Score -552522.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -552531.000000 Penalty: 2739.359619
	Iteration 30Q: 3 clusters Score -552531 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -552535.687500 Penalty: 2739.359619
	Iteration 31Q: 3 clusters Score -552535.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -552543.125000 Penalty: 2739.359619
	Iteration 32Q: 3 clusters Score -552543.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -552547.875000 Penalty: 2739.359619
	Iteration 33Q: 3 clusters Score -552547.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -552551.125000 Penalty: 2739.359619
	Iteration 34Q: 3 clusters Score -552551.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -552553.937500 Penalty: 2739.359619
	Iteration 35Q: 3 clusters Score -552553.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -552555.437500 Penalty: 2739.359619
	Iteration 36Q: 3 clusters Score -552555.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -552559.375000 Penalty: 2739.359619
	Iteration 37Q: 3 clusters Score -552559.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -552562.312500 Penalty: 2739.359619
	Iteration 38Q: 3 clusters Score -552562.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -552564.250000 Penalty: 2739.359619
	Iteration 39Q: 3 clusters Score -552564.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -552566.312500 Penalty: 2739.359619
	Iteration 40F: 3 clusters Score -552566.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -552569.875000 Penalty: 2739.359619
	Iteration 41Q: 3 clusters Score -552569.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -552574.187500 Penalty: 2739.359619
	Iteration 42Q: 3 clusters Score -552574.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -552574.812500 Penalty: 2739.359619
	Iteration 43Q: 3 clusters Score -552574.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -552576.937500 Penalty: 2739.359619
	Iteration 44Q: 3 clusters Score -552576.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -552579.937500 Penalty: 2739.359619
	Iteration 45Q: 3 clusters Score -552579.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -552583.812500 Penalty: 2739.359619
	Iteration 46Q: 3 clusters Score -552583.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -552585.625000 Penalty: 2739.359619
	Iteration 47Q: 3 clusters Score -552585.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -552585.062500 Penalty: 2739.359619
	Iteration 48Q: 3 clusters Score -552585.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -552589.062500 Penalty: 2739.359619
	Iteration 49Q: 3 clusters Score -552589.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -552590.125000 Penalty: 2739.359619
	Iteration 50Q: 3 clusters Score -552590.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -552592.625000 Penalty: 2739.359619
	Iteration 51Q: 3 clusters Score -552592.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -552594.437500 Penalty: 2739.359619
	Iteration 52Q: 3 clusters Score -552594.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -552596.812500 Penalty: 2739.359619
	Iteration 53Q: 3 clusters Score -552596.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -552598.125000 Penalty: 2739.359619
	Iteration 54Q: 3 clusters Score -552598.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -552598.125000 Penalty: 2739.359619
	Iteration 55F: 3 clusters Score -552598.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (23748 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23748 members 
Entering Unmasked Estep 
Score: -3002084.000000 Penalty: 1637.228638
	Iteration 0F: 2 clusters Score -3002084 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11758 members 
Mstep: Class 2 contains 11990 members 
Entering Unmasked Estep 
Score: -2986070.000000 Penalty: 3274.457275
	Iteration 0F: 3 clusters Score -2986070 nChanged 10830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11070 members 
Mstep: Class 2 contains 12678 members 
Entering Unmasked Estep 
Score: -2991960.250000 Penalty: 3274.457275
	Iteration 1F: 3 clusters Score -2991960 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10694 members 
Mstep: Class 2 contains 13054 members 
Entering Unmasked Estep 
Score: -2992332.750000 Penalty: 3274.457275
	Iteration 2Q: 3 clusters Score -2992333 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10171 members 
Mstep: Class 2 contains 13577 members 
Entering Unmasked Estep 
Score: -2992738.000000 Penalty: 3274.457275
	Iteration 3Q: 3 clusters Score -2992738 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9520 members 
Mstep: Class 2 contains 14228 members 
Entering Unmasked Estep 
Score: -2993237.750000 Penalty: 3274.457275
	Iteration 4Q: 3 clusters Score -2993238 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8721 members 
Mstep: Class 2 contains 15027 members 
Entering Unmasked Estep 
Score: -2993956.000000 Penalty: 3274.457275
	Iteration 5Q: 3 clusters Score -2993956 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7756 members 
Mstep: Class 2 contains 15992 members 
Entering Unmasked Estep 
Score: -2994917.250000 Penalty: 3274.457275
	Iteration 6F: 3 clusters Score -2994917 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6692 members 
Mstep: Class 2 contains 17056 members 
Entering Unmasked Estep 
Score: -2996040.750000 Penalty: 3274.457275
	Iteration 7F: 3 clusters Score -2996041 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5656 members 
Mstep: Class 2 contains 18092 members 
Entering Unmasked Estep 
Score: -2997142.500000 Penalty: 3274.457275
	Iteration 8F: 3 clusters Score -2997142 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 19031 members 
Entering Unmasked Estep 
Score: -2998072.000000 Penalty: 3274.457275
	Iteration 9F: 3 clusters Score -2998072 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 19848 members 
Entering Unmasked Estep 
Score: -2998813.000000 Penalty: 3274.457275
	Iteration 10Q: 3 clusters Score -2998813 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 20500 members 
Entering Unmasked Estep 
Score: -2999375.000000 Penalty: 3274.457275
	Iteration 11Q: 3 clusters Score -2999375 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 21014 members 
Entering Unmasked Estep 
Score: -2999763.500000 Penalty: 3274.457275
	Iteration 12Q: 3 clusters Score -2999764 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 21404 members 
Entering Unmasked Estep 
Score: -3000030.000000 Penalty: 3274.457275
	Iteration 13Q: 3 clusters Score -3000030 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 21705 members 
Entering Unmasked Estep 
Score: -3000199.500000 Penalty: 3274.457275
	Iteration 14Q: 3 clusters Score -3000200 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 21918 members 
Entering Unmasked Estep 
Score: -3000310.000000 Penalty: 3274.457275
	Iteration 15Q: 3 clusters Score -3000310 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 22093 members 
Entering Unmasked Estep 
Score: -3000401.750000 Penalty: 3274.457275
	Iteration 16Q: 3 clusters Score -3000402 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 22229 members 
Entering Unmasked Estep 
Score: -3000472.750000 Penalty: 3274.457275
	Iteration 17Q: 3 clusters Score -3000473 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 22338 members 
Entering Unmasked Estep 
Score: -3000526.750000 Penalty: 3274.457275
	Iteration 18Q: 3 clusters Score -3000527 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 22425 members 
Entering Unmasked Estep 
Score: -3000569.250000 Penalty: 3274.457275
	Iteration 19Q: 3 clusters Score -3000569 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 22505 members 
Entering Unmasked Estep 
Score: -3000605.500000 Penalty: 3274.457275
	Iteration 20F: 3 clusters Score -3000606 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 22572 members 
Entering Unmasked Estep 
Score: -3000634.000000 Penalty: 3274.457275
	Iteration 21Q: 3 clusters Score -3000634 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 22613 members 
Entering Unmasked Estep 
Score: -3000658.250000 Penalty: 3274.457275
	Iteration 22Q: 3 clusters Score -3000658 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 22653 members 
Entering Unmasked Estep 
Score: -3000680.750000 Penalty: 3274.457275
	Iteration 23Q: 3 clusters Score -3000681 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 22687 members 
Entering Unmasked Estep 
Score: -3000698.250000 Penalty: 3274.457275
	Iteration 24Q: 3 clusters Score -3000698 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 22717 members 
Entering Unmasked Estep 
Score: -3000707.000000 Penalty: 3274.457275
	Iteration 25Q: 3 clusters Score -3000707 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 22743 members 
Entering Unmasked Estep 
Score: -3000719.750000 Penalty: 3274.457275
	Iteration 26Q: 3 clusters Score -3000720 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 22767 members 
Entering Unmasked Estep 
Score: -3000728.250000 Penalty: 3274.457275
	Iteration 27Q: 3 clusters Score -3000728 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 22789 members 
Entering Unmasked Estep 
Score: -3000740.750000 Penalty: 3274.457275
	Iteration 28Q: 3 clusters Score -3000741 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 22807 members 
Entering Unmasked Estep 
Score: -3000753.500000 Penalty: 3274.457275
	Iteration 29Q: 3 clusters Score -3000754 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 22818 members 
Entering Unmasked Estep 
Score: -3000761.500000 Penalty: 3274.457275
	Iteration 30Q: 3 clusters Score -3000762 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 22830 members 
Entering Unmasked Estep 
Score: -3000767.500000 Penalty: 3274.457275
	Iteration 31Q: 3 clusters Score -3000768 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 22848 members 
Entering Unmasked Estep 
Score: -3000772.500000 Penalty: 3274.457275
	Iteration 32Q: 3 clusters Score -3000772 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 22862 members 
Entering Unmasked Estep 
Score: -3000781.250000 Penalty: 3274.457275
	Iteration 33Q: 3 clusters Score -3000781 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 22872 members 
Entering Unmasked Estep 
Score: -3000785.750000 Penalty: 3274.457275
	Iteration 34Q: 3 clusters Score -3000786 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 22884 members 
Entering Unmasked Estep 
Score: -3000786.500000 Penalty: 3274.457275
	Iteration 35Q: 3 clusters Score -3000786 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 22896 members 
Entering Unmasked Estep 
Score: -3000800.750000 Penalty: 3274.457275
	Iteration 36Q: 3 clusters Score -3000801 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 22905 members 
Entering Unmasked Estep 
Score: -3000805.500000 Penalty: 3274.457275
	Iteration 37Q: 3 clusters Score -3000806 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 22913 members 
Entering Unmasked Estep 
Score: -3000807.500000 Penalty: 3274.457275
	Iteration 38Q: 3 clusters Score -3000808 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 22916 members 
Entering Unmasked Estep 
Score: -3000808.250000 Penalty: 3274.457275
	Iteration 39Q: 3 clusters Score -3000808 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 22918 members 
Entering Unmasked Estep 
Score: -3000809.250000 Penalty: 3274.457275
	Iteration 40F: 3 clusters Score -3000809 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 22922 members 
Entering Unmasked Estep 
Score: -3000816.500000 Penalty: 3274.457275
	Iteration 41Q: 3 clusters Score -3000816 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 22924 members 
Entering Unmasked Estep 
Score: -3000815.750000 Penalty: 3274.457275
	Iteration 42Q: 3 clusters Score -3000816 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 22922 members 
Entering Unmasked Estep 
Score: -3000819.250000 Penalty: 3274.457275
	Iteration 43Q: 3 clusters Score -3000819 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 22924 members 
Entering Unmasked Estep 
Score: -3000815.750000 Penalty: 3274.457275
	Iteration 44Q: 3 clusters Score -3000816 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 22927 members 
Entering Unmasked Estep 
Score: -3000816.250000 Penalty: 3274.457275
	Iteration 45Q: 3 clusters Score -3000816 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 22929 members 
Entering Unmasked Estep 
Score: -3000818.500000 Penalty: 3274.457275
	Iteration 46Q: 3 clusters Score -3000818 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 22931 members 
Entering Unmasked Estep 
Score: -3000819.750000 Penalty: 3274.457275
	Iteration 47Q: 3 clusters Score -3000820 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 22932 members 
Entering Unmasked Estep 
Score: -3000820.750000 Penalty: 3274.457275
	Iteration 48Q: 3 clusters Score -3000821 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 22934 members 
Entering Unmasked Estep 
Score: -3000820.250000 Penalty: 3274.457275
	Iteration 49Q: 3 clusters Score -3000820 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 22937 members 
Entering Unmasked Estep 
Score: -3000820.750000 Penalty: 3274.457275
	Iteration 50Q: 3 clusters Score -3000821 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 22939 members 
Entering Unmasked Estep 
Score: -3000823.500000 Penalty: 3274.457275
	Iteration 51Q: 3 clusters Score -3000824 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 22940 members 
Entering Unmasked Estep 
Score: -3000823.500000 Penalty: 3274.457275
	Iteration 52Q: 3 clusters Score -3000824 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 22940 members 
Entering Unmasked Estep 
Score: -3000823.500000 Penalty: 3274.457275
	Iteration 53F: 3 clusters Score -3000824 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (12307 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12307 members 
Entering Unmasked Estep 
Score: -1379783.500000 Penalty: 1530.412598
	Iteration 0F: 2 clusters Score -1379784 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6205 members 
Mstep: Class 2 contains 6102 members 
Entering Unmasked Estep 
Score: -1371172.125000 Penalty: 3060.825195
	Iteration 0F: 3 clusters Score -1371172 nChanged 5432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6459 members 
Mstep: Class 2 contains 5848 members 
Entering Unmasked Estep 
Score: -1374410.750000 Penalty: 3060.825195
	Iteration 1F: 3 clusters Score -1374411 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 5719 members 
Entering Unmasked Estep 
Score: -1374976.750000 Penalty: 3060.825195
	Iteration 2F: 3 clusters Score -1374977 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6743 members 
Mstep: Class 2 contains 5564 members 
Entering Unmasked Estep 
Score: -1375499.750000 Penalty: 3060.825195
	Iteration 3F: 3 clusters Score -1375500 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6907 members 
Mstep: Class 2 contains 5400 members 
Entering Unmasked Estep 
Score: -1375994.875000 Penalty: 3060.825195
	Iteration 4F: 3 clusters Score -1375995 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7056 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -1376457.000000 Penalty: 3060.825195
	Iteration 5F: 3 clusters Score -1376457 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7150 members 
Mstep: Class 2 contains 5157 members 
Entering Unmasked Estep 
Score: -1376813.125000 Penalty: 3060.825195
	Iteration 6F: 3 clusters Score -1376813 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7244 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
Score: -1377080.750000 Penalty: 3060.825195
	Iteration 7Q: 3 clusters Score -1377081 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7306 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -1377272.000000 Penalty: 3060.825195
	Iteration 8Q: 3 clusters Score -1377272 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7360 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -1377420.000000 Penalty: 3060.825195
	Iteration 9Q: 3 clusters Score -1377420 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7392 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -1377540.375000 Penalty: 3060.825195
	Iteration 10Q: 3 clusters Score -1377540 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7442 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -1377653.500000 Penalty: 3060.825195
	Iteration 11Q: 3 clusters Score -1377654 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7503 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -1377740.875000 Penalty: 3060.825195
	Iteration 12Q: 3 clusters Score -1377741 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7548 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -1377813.750000 Penalty: 3060.825195
	Iteration 13Q: 3 clusters Score -1377814 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7605 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -1377884.000000 Penalty: 3060.825195
	Iteration 14Q: 3 clusters Score -1377884 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7655 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -1377942.875000 Penalty: 3060.825195
	Iteration 15Q: 3 clusters Score -1377943 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7704 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -1377986.500000 Penalty: 3060.825195
	Iteration 16Q: 3 clusters Score -1377986 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7741 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -1378013.125000 Penalty: 3060.825195
	Iteration 17Q: 3 clusters Score -1378013 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7782 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -1378037.250000 Penalty: 3060.825195
	Iteration 18Q: 3 clusters Score -1378037 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7818 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -1378060.875000 Penalty: 3060.825195
	Iteration 19Q: 3 clusters Score -1378061 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7865 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -1378082.250000 Penalty: 3060.825195
	Iteration 20F: 3 clusters Score -1378082 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7915 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -1378097.000000 Penalty: 3060.825195
	Iteration 21Q: 3 clusters Score -1378097 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7954 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -1378109.875000 Penalty: 3060.825195
	Iteration 22Q: 3 clusters Score -1378110 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7996 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -1378119.875000 Penalty: 3060.825195
	Iteration 23Q: 3 clusters Score -1378120 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8043 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -1378137.750000 Penalty: 3060.825195
	Iteration 24Q: 3 clusters Score -1378138 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8098 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -1378157.250000 Penalty: 3060.825195
	Iteration 25Q: 3 clusters Score -1378157 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8135 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -1378164.000000 Penalty: 3060.825195
	Iteration 26Q: 3 clusters Score -1378164 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8161 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -1378168.750000 Penalty: 3060.825195
	Iteration 27Q: 3 clusters Score -1378169 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8173 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -1378176.125000 Penalty: 3060.825195
	Iteration 28Q: 3 clusters Score -1378176 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8186 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -1378179.375000 Penalty: 3060.825195
	Iteration 29Q: 3 clusters Score -1378179 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8210 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -1378186.625000 Penalty: 3060.825195
	Iteration 30Q: 3 clusters Score -1378187 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8232 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -1378188.000000 Penalty: 3060.825195
	Iteration 31Q: 3 clusters Score -1378188 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8254 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -1378191.375000 Penalty: 3060.825195
	Iteration 32Q: 3 clusters Score -1378191 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8273 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -1378197.875000 Penalty: 3060.825195
	Iteration 33Q: 3 clusters Score -1378198 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8286 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -1378198.250000 Penalty: 3060.825195
	Iteration 34Q: 3 clusters Score -1378198 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8296 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -1378202.000000 Penalty: 3060.825195
	Iteration 35Q: 3 clusters Score -1378202 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8310 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -1378201.125000 Penalty: 3060.825195
	Iteration 36Q: 3 clusters Score -1378201 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8323 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -1378204.625000 Penalty: 3060.825195
	Iteration 37Q: 3 clusters Score -1378205 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8331 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -1378205.250000 Penalty: 3060.825195
	Iteration 38Q: 3 clusters Score -1378205 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8345 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -1378206.375000 Penalty: 3060.825195
	Iteration 39Q: 3 clusters Score -1378206 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8363 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -1378216.125000 Penalty: 3060.825195
	Iteration 40F: 3 clusters Score -1378216 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8375 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -1378215.625000 Penalty: 3060.825195
	Iteration 41Q: 3 clusters Score -1378216 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8391 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -1378216.000000 Penalty: 3060.825195
	Iteration 42Q: 3 clusters Score -1378216 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8408 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -1378220.750000 Penalty: 3060.825195
	Iteration 43Q: 3 clusters Score -1378221 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8423 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -1378231.375000 Penalty: 3060.825195
	Iteration 44Q: 3 clusters Score -1378231 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8446 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -1378236.000000 Penalty: 3060.825195
	Iteration 45Q: 3 clusters Score -1378236 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8465 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -1378235.250000 Penalty: 3060.825195
	Iteration 46Q: 3 clusters Score -1378235 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8486 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -1378235.750000 Penalty: 3060.825195
	Iteration 47Q: 3 clusters Score -1378236 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8504 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -1378238.625000 Penalty: 3060.825195
	Iteration 48Q: 3 clusters Score -1378239 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8516 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -1378237.125000 Penalty: 3060.825195
	Iteration 49Q: 3 clusters Score -1378237 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8526 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -1378240.375000 Penalty: 3060.825195
	Iteration 50Q: 3 clusters Score -1378240 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8532 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -1378242.000000 Penalty: 3060.825195
	Iteration 51Q: 3 clusters Score -1378242 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8538 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -1378241.875000 Penalty: 3060.825195
	Iteration 52Q: 3 clusters Score -1378242 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8543 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -1378242.875000 Penalty: 3060.825195
	Iteration 53Q: 3 clusters Score -1378243 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8547 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -1378244.375000 Penalty: 3060.825195
	Iteration 54Q: 3 clusters Score -1378244 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8548 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -1378241.625000 Penalty: 3060.825195
	Iteration 55Q: 3 clusters Score -1378242 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8552 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -1378244.875000 Penalty: 3060.825195
	Iteration 56Q: 3 clusters Score -1378245 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8559 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -1378244.625000 Penalty: 3060.825195
	Iteration 57Q: 3 clusters Score -1378245 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8560 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -1378247.625000 Penalty: 3060.825195
	Iteration 58Q: 3 clusters Score -1378248 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8563 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -1378246.875000 Penalty: 3060.825195
	Iteration 59Q: 3 clusters Score -1378247 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8563 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -1378247.750000 Penalty: 3060.825195
	Iteration 60F: 3 clusters Score -1378248 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8564 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -1378247.875000 Penalty: 3060.825195
	Iteration 61Q: 3 clusters Score -1378248 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8564 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -1378247.875000 Penalty: 3060.825195
	Iteration 62F: 3 clusters Score -1378248 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (6105 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6105 members 
Entering Unmasked Estep 
Score: -770721.812500 Penalty: 1416.490356
	Iteration 0F: 2 clusters Score -770721.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -766074.750000 Penalty: 2832.980713
	Iteration 0F: 3 clusters Score -766074.8 nChanged 2550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -767550.812500 Penalty: 2832.980713
	Iteration 1F: 3 clusters Score -767550.8 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -767836.687500 Penalty: 2832.980713
	Iteration 2F: 3 clusters Score -767836.7 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -768083.000000 Penalty: 2832.980713
	Iteration 3F: 3 clusters Score -768083 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -768331.187500 Penalty: 2832.980713
	Iteration 4F: 3 clusters Score -768331.2 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -768591.250000 Penalty: 2832.980713
	Iteration 5F: 3 clusters Score -768591.2 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -768836.062500 Penalty: 2832.980713
	Iteration 6F: 3 clusters Score -768836.1 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -769052.562500 Penalty: 2832.980713
	Iteration 7Q: 3 clusters Score -769052.6 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -769270.562500 Penalty: 2832.980713
	Iteration 8Q: 3 clusters Score -769270.6 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -769433.000000 Penalty: 2832.980713
	Iteration 9Q: 3 clusters Score -769433 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -769568.250000 Penalty: 2832.980713
	Iteration 10Q: 3 clusters Score -769568.2 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -769696.750000 Penalty: 2832.980713
	Iteration 11Q: 3 clusters Score -769696.8 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -769865.750000 Penalty: 2832.980713
	Iteration 12Q: 3 clusters Score -769865.8 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -770083.250000 Penalty: 2832.980713
	Iteration 13Q: 3 clusters Score -770083.2 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -770385.437500 Penalty: 2832.980713
	Iteration 14Q: 3 clusters Score -770385.4 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -770646.937500 Penalty: 2832.980713
	Iteration 15Q: 3 clusters Score -770646.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -770755.187500 Penalty: 2832.980713
	Iteration 16Q: 3 clusters Score -770755.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -770796.062500 Penalty: 2832.980713
	Iteration 17Q: 3 clusters Score -770796.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -770811.312500 Penalty: 2832.980713
	Iteration 18Q: 3 clusters Score -770811.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -770817.937500 Penalty: 2832.980713
	Iteration 19Q: 3 clusters Score -770817.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -770823.000000 Penalty: 2832.980713
	Iteration 20F: 3 clusters Score -770823 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -770824.312500 Penalty: 2832.980713
	Iteration 21Q: 3 clusters Score -770824.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -770826.875000 Penalty: 2832.980713
	Iteration 22Q: 3 clusters Score -770826.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -770826.875000 Penalty: 2832.980713
	Iteration 23F: 3 clusters Score -770826.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 8916 members 
Mstep: Class 3 contains 100439 members 
Mstep: Class 4 contains 10465 members 
Mstep: Class 5 contains 2248 members 
Mstep: Class 6 contains 24589 members 
Mstep: Class 7 contains 13969 members 
Mstep: Class 8 contains 8114 members 
Mstep: Class 9 contains 18211 members 
Mstep: Class 10 contains 9487 members 
Mstep: Class 11 contains 9025 members 
Mstep: Class 12 contains 3231 members 
Mstep: Class 13 contains 17957 members 
Mstep: Class 14 contains 38377 members 
Mstep: Class 15 contains 39371 members 
Mstep: Class 16 contains 3743 members 
Mstep: Class 17 contains 5823 members 
Mstep: Class 18 contains 47443 members 
Mstep: Class 19 contains 3485 members 
Mstep: Class 20 contains 3187 members 
Mstep: Class 21 contains 1108 members 
Mstep: Class 22 contains 3316 members 
Mstep: Class 23 contains 43895 members 
Mstep: Class 24 contains 13014 members 
Mstep: Class 25 contains 12667 members 
Mstep: Class 26 contains 2892 members 
Mstep: Class 27 contains 10292 members 
Mstep: Class 28 contains 2334 members 
Mstep: Class 29 contains 25528 members 
Mstep: Class 30 contains 35845 members 
Mstep: Class 31 contains 4577 members 
Mstep: Class 32 contains 23748 members 
Mstep: Class 33 contains 12307 members 
Mstep: Class 34 contains 3910 members 
Mstep: Class 35 contains 4672 members 
Mstep: Class 36 contains 2379 members 
Mstep: Class 37 contains 17832 members 
Mstep: Class 38 contains 8799 members 
Mstep: Class 39 contains 4993 members 
Mstep: Class 40 contains 14622 members 
Mstep: Class 41 contains 10860 members 
Mstep: Class 42 contains 13472 members 
Mstep: Class 43 contains 144559 members 
Mstep: Class 44 contains 29290 members 
Mstep: Class 45 contains 2938 members 
Mstep: Class 46 contains 2195 members 
Entering Unmasked Estep 
Score: -100313912.000000 Penalty: 101793.265625
Splitting cluster 34 changes total score from -100314568.000000 to -100313912.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 35 (4672 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Entering Unmasked Estep 
Score: -607348.812500 Penalty: 1373.018188
	Iteration 0F: 2 clusters Score -607348.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -603624.812500 Penalty: 2746.036377
	Iteration 0F: 3 clusters Score -603624.8 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -604648.000000 Penalty: 2746.036377
	Iteration 1F: 3 clusters Score -604648 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -604854.687500 Penalty: 2746.036377
	Iteration 2F: 3 clusters Score -604854.7 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -605001.750000 Penalty: 2746.036377
	Iteration 3F: 3 clusters Score -605001.8 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -605143.312500 Penalty: 2746.036377
	Iteration 4Q: 3 clusters Score -605143.3 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -605283.437500 Penalty: 2746.036377
	Iteration 5Q: 3 clusters Score -605283.4 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -605401.250000 Penalty: 2746.036377
	Iteration 6Q: 3 clusters Score -605401.2 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -605499.812500 Penalty: 2746.036377
	Iteration 7Q: 3 clusters Score -605499.8 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -605607.437500 Penalty: 2746.036377
	Iteration 8Q: 3 clusters Score -605607.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -605710.812500 Penalty: 2746.036377
	Iteration 9Q: 3 clusters Score -605710.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -605810.687500 Penalty: 2746.036377
	Iteration 10Q: 3 clusters Score -605810.7 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -605893.312500 Penalty: 2746.036377
	Iteration 11Q: 3 clusters Score -605893.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -605953.937500 Penalty: 2746.036377
	Iteration 12Q: 3 clusters Score -605953.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -605993.687500 Penalty: 2746.036377
	Iteration 13Q: 3 clusters Score -605993.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -606019.625000 Penalty: 2746.036377
	Iteration 14Q: 3 clusters Score -606019.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -606042.437500 Penalty: 2746.036377
	Iteration 15Q: 3 clusters Score -606042.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -606061.562500 Penalty: 2746.036377
	Iteration 16Q: 3 clusters Score -606061.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -606076.812500 Penalty: 2746.036377
	Iteration 17Q: 3 clusters Score -606076.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -606089.687500 Penalty: 2746.036377
	Iteration 18Q: 3 clusters Score -606089.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -606106.562500 Penalty: 2746.036377
	Iteration 19Q: 3 clusters Score -606106.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -606124.375000 Penalty: 2746.036377
	Iteration 20F: 3 clusters Score -606124.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -606140.625000 Penalty: 2746.036377
	Iteration 21Q: 3 clusters Score -606140.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -606152.687500 Penalty: 2746.036377
	Iteration 22Q: 3 clusters Score -606152.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -606156.187500 Penalty: 2746.036377
	Iteration 23Q: 3 clusters Score -606156.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -606157.625000 Penalty: 2746.036377
	Iteration 24Q: 3 clusters Score -606157.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -606159.750000 Penalty: 2746.036377
	Iteration 25Q: 3 clusters Score -606159.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -606160.687500 Penalty: 2746.036377
	Iteration 26Q: 3 clusters Score -606160.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -606160.812500 Penalty: 2746.036377
	Iteration 27Q: 3 clusters Score -606160.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -606160.312500 Penalty: 2746.036377
	Iteration 28Q: 3 clusters Score -606160.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -606160.437500 Penalty: 2746.036377
	Iteration 29Q: 3 clusters Score -606160.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -606160.437500 Penalty: 2746.036377
	Iteration 30F: 3 clusters Score -606160.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (2379 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Entering Unmasked Estep 
Score: -274257.187500 Penalty: 1263.345825
	Iteration 0F: 2 clusters Score -274257.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -271951.437500 Penalty: 2526.691650
	Iteration 0F: 3 clusters Score -271951.4 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -272583.875000 Penalty: 2526.691650
	Iteration 1F: 3 clusters Score -272583.9 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -272905.875000 Penalty: 2526.691650
	Iteration 2F: 3 clusters Score -272905.9 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -273215.968750 Penalty: 2526.691650
	Iteration 3F: 3 clusters Score -273216 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -273584.125000 Penalty: 2526.691650
	Iteration 4F: 3 clusters Score -273584.1 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -273951.593750 Penalty: 2526.691650
	Iteration 5F: 3 clusters Score -273951.6 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -274178.343750 Penalty: 2526.691650
	Iteration 6F: 3 clusters Score -274178.3 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -274356.531250 Penalty: 2526.691650
	Iteration 7F: 3 clusters Score -274356.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -274538.625000 Penalty: 2526.691650
	Iteration 8Q: 3 clusters Score -274538.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -274689.218750 Penalty: 2526.691650
	Iteration 9Q: 3 clusters Score -274689.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -274752.593750 Penalty: 2526.691650
	Iteration 10Q: 3 clusters Score -274752.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -274787.718750 Penalty: 2526.691650
	Iteration 11Q: 3 clusters Score -274787.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -274796.875000 Penalty: 2526.691650
	Iteration 12Q: 3 clusters Score -274796.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -274805.031250 Penalty: 2526.691650
	Iteration 13Q: 3 clusters Score -274805 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -274810.187500 Penalty: 2526.691650
	Iteration 14Q: 3 clusters Score -274810.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -274814.031250 Penalty: 2526.691650
	Iteration 15Q: 3 clusters Score -274814 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -274816.937500 Penalty: 2526.691650
	Iteration 16Q: 3 clusters Score -274816.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -274818.781250 Penalty: 2526.691650
	Iteration 17Q: 3 clusters Score -274818.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -274822.125000 Penalty: 2526.691650
	Iteration 18Q: 3 clusters Score -274822.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -274828.187500 Penalty: 2526.691650
	Iteration 19Q: 3 clusters Score -274828.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -274833.593750 Penalty: 2526.691650
	Iteration 20F: 3 clusters Score -274833.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -274834.781250 Penalty: 2526.691650
	Iteration 21Q: 3 clusters Score -274834.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -274835.062500 Penalty: 2526.691650
	Iteration 22Q: 3 clusters Score -274835.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -274835.468750 Penalty: 2526.691650
	Iteration 23Q: 3 clusters Score -274835.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -274840.187500 Penalty: 2526.691650
	Iteration 24Q: 3 clusters Score -274840.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -274842.968750 Penalty: 2526.691650
	Iteration 25Q: 3 clusters Score -274843 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -274842.968750 Penalty: 2526.691650
	Iteration 26F: 3 clusters Score -274843 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 8916 members 
Mstep: Class 3 contains 100439 members 
Mstep: Class 4 contains 10465 members 
Mstep: Class 5 contains 2248 members 
Mstep: Class 6 contains 24589 members 
Mstep: Class 7 contains 13969 members 
Mstep: Class 8 contains 8114 members 
Mstep: Class 9 contains 18211 members 
Mstep: Class 10 contains 9487 members 
Mstep: Class 11 contains 9025 members 
Mstep: Class 12 contains 3231 members 
Mstep: Class 13 contains 17957 members 
Mstep: Class 14 contains 38377 members 
Mstep: Class 15 contains 39371 members 
Mstep: Class 16 contains 3743 members 
Mstep: Class 17 contains 5823 members 
Mstep: Class 18 contains 47443 members 
Mstep: Class 19 contains 3485 members 
Mstep: Class 20 contains 3187 members 
Mstep: Class 21 contains 1108 members 
Mstep: Class 22 contains 3316 members 
Mstep: Class 23 contains 43895 members 
Mstep: Class 24 contains 13014 members 
Mstep: Class 25 contains 12667 members 
Mstep: Class 26 contains 2892 members 
Mstep: Class 27 contains 10292 members 
Mstep: Class 28 contains 2334 members 
Mstep: Class 29 contains 25528 members 
Mstep: Class 30 contains 35845 members 
Mstep: Class 31 contains 4577 members 
Mstep: Class 32 contains 23748 members 
Mstep: Class 33 contains 12307 members 
Mstep: Class 34 contains 6105 members 
Mstep: Class 35 contains 4672 members 
Mstep: Class 36 contains 1285 members 
Mstep: Class 37 contains 17832 members 
Mstep: Class 38 contains 8799 members 
Mstep: Class 39 contains 4993 members 
Mstep: Class 40 contains 14622 members 
Mstep: Class 41 contains 10860 members 
Mstep: Class 42 contains 13472 members 
Mstep: Class 43 contains 144559 members 
Mstep: Class 44 contains 29290 members 
Mstep: Class 45 contains 2938 members 
Mstep: Class 46 contains 1094 members 
Entering Unmasked Estep 
Score: -100314264.000000 Penalty: 101793.265625
Splitting cluster 36 changes total score from -100314568.000000 to -100314264.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 37 (17832 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17832 members 
Entering Unmasked Estep 
Score: -2265749.250000 Penalty: 1590.671875
	Iteration 0F: 2 clusters Score -2265749 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8864 members 
Mstep: Class 2 contains 8968 members 
Entering Unmasked Estep 
Score: -2253574.750000 Penalty: 3181.343750
	Iteration 0F: 3 clusters Score -2253575 nChanged 7949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8557 members 
Mstep: Class 2 contains 9275 members 
Entering Unmasked Estep 
Score: -2257748.000000 Penalty: 3181.343750
	Iteration 1F: 3 clusters Score -2257748 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8398 members 
Mstep: Class 2 contains 9434 members 
Entering Unmasked Estep 
Score: -2258010.750000 Penalty: 3181.343750
	Iteration 2Q: 3 clusters Score -2258011 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8169 members 
Mstep: Class 2 contains 9663 members 
Entering Unmasked Estep 
Score: -2258255.750000 Penalty: 3181.343750
	Iteration 3Q: 3 clusters Score -2258256 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7840 members 
Mstep: Class 2 contains 9992 members 
Entering Unmasked Estep 
Score: -2258502.750000 Penalty: 3181.343750
	Iteration 4Q: 3 clusters Score -2258503 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7410 members 
Mstep: Class 2 contains 10422 members 
Entering Unmasked Estep 
Score: -2258765.000000 Penalty: 3181.343750
	Iteration 5Q: 3 clusters Score -2258765 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6877 members 
Mstep: Class 2 contains 10955 members 
Entering Unmasked Estep 
Score: -2259075.750000 Penalty: 3181.343750
	Iteration 6Q: 3 clusters Score -2259076 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6193 members 
Mstep: Class 2 contains 11639 members 
Entering Unmasked Estep 
Score: -2259512.000000 Penalty: 3181.343750
	Iteration 7Q: 3 clusters Score -2259512 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 12511 members 
Entering Unmasked Estep 
Score: -2260079.500000 Penalty: 3181.343750
	Iteration 8F: 3 clusters Score -2260080 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 13527 members 
Entering Unmasked Estep 
Score: -2260797.500000 Penalty: 3181.343750
	Iteration 9F: 3 clusters Score -2260798 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 14588 members 
Entering Unmasked Estep 
Score: -2261643.500000 Penalty: 3181.343750
	Iteration 10F: 3 clusters Score -2261644 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 15554 members 
Entering Unmasked Estep 
Score: -2262485.750000 Penalty: 3181.343750
	Iteration 11F: 3 clusters Score -2262486 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 16319 members 
Entering Unmasked Estep 
Score: -2263155.500000 Penalty: 3181.343750
	Iteration 12Q: 3 clusters Score -2263156 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 16860 members 
Entering Unmasked Estep 
Score: -2263639.000000 Penalty: 3181.343750
	Iteration 13Q: 3 clusters Score -2263639 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 17178 members 
Entering Unmasked Estep 
Score: -2263930.750000 Penalty: 3181.343750
	Iteration 14Q: 3 clusters Score -2263931 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 17377 members 
Entering Unmasked Estep 
Score: -2264123.000000 Penalty: 3181.343750
	Iteration 15Q: 3 clusters Score -2264123 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 17456 members 
Entering Unmasked Estep 
Score: -2264205.250000 Penalty: 3181.343750
	Iteration 16Q: 3 clusters Score -2264205 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 17502 members 
Entering Unmasked Estep 
Score: -2264257.000000 Penalty: 3181.343750
	Iteration 17Q: 3 clusters Score -2264257 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 17531 members 
Entering Unmasked Estep 
Score: -2264300.000000 Penalty: 3181.343750
	Iteration 18Q: 3 clusters Score -2264300 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 17553 members 
Entering Unmasked Estep 
Score: -2264327.750000 Penalty: 3181.343750
	Iteration 19Q: 3 clusters Score -2264328 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 17565 members 
Entering Unmasked Estep 
Score: -2264350.250000 Penalty: 3181.343750
	Iteration 20F: 3 clusters Score -2264350 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 17572 members 
Entering Unmasked Estep 
Score: -2264367.000000 Penalty: 3181.343750
	Iteration 21Q: 3 clusters Score -2264367 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 17580 members 
Entering Unmasked Estep 
Score: -2264373.000000 Penalty: 3181.343750
	Iteration 22Q: 3 clusters Score -2264373 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 17585 members 
Entering Unmasked Estep 
Score: -2264378.750000 Penalty: 3181.343750
	Iteration 23Q: 3 clusters Score -2264379 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 17586 members 
Entering Unmasked Estep 
Score: -2264382.750000 Penalty: 3181.343750
	Iteration 24Q: 3 clusters Score -2264383 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 17589 members 
Entering Unmasked Estep 
Score: -2264386.000000 Penalty: 3181.343750
	Iteration 25Q: 3 clusters Score -2264386 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 17589 members 
Entering Unmasked Estep 
Score: -2264386.000000 Penalty: 3181.343750
	Iteration 26F: 3 clusters Score -2264386 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (8799 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8799 members 
Entering Unmasked Estep 
Score: -1120334.250000 Penalty: 1475.888916
	Iteration 0F: 2 clusters Score -1120334 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -1113819.250000 Penalty: 2951.777832
	Iteration 0F: 3 clusters Score -1113819 nChanged 3798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -1115790.875000 Penalty: 2951.777832
	Iteration 1F: 3 clusters Score -1115791 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -1116052.375000 Penalty: 2951.777832
	Iteration 2F: 3 clusters Score -1116052 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -1116291.625000 Penalty: 2951.777832
	Iteration 3F: 3 clusters Score -1116292 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -1116527.500000 Penalty: 2951.777832
	Iteration 4Q: 3 clusters Score -1116528 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -1116771.500000 Penalty: 2951.777832
	Iteration 5Q: 3 clusters Score -1116772 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -1117030.625000 Penalty: 2951.777832
	Iteration 6Q: 3 clusters Score -1117031 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -1117297.125000 Penalty: 2951.777832
	Iteration 7Q: 3 clusters Score -1117297 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -1117518.500000 Penalty: 2951.777832
	Iteration 8Q: 3 clusters Score -1117518 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -1117702.125000 Penalty: 2951.777832
	Iteration 9Q: 3 clusters Score -1117702 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -1117858.500000 Penalty: 2951.777832
	Iteration 10Q: 3 clusters Score -1117858 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -1118004.750000 Penalty: 2951.777832
	Iteration 11Q: 3 clusters Score -1118005 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -1118124.875000 Penalty: 2951.777832
	Iteration 12Q: 3 clusters Score -1118125 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -1118250.125000 Penalty: 2951.777832
	Iteration 13Q: 3 clusters Score -1118250 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -1118396.125000 Penalty: 2951.777832
	Iteration 14Q: 3 clusters Score -1118396 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -1118539.250000 Penalty: 2951.777832
	Iteration 15Q: 3 clusters Score -1118539 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -1118694.875000 Penalty: 2951.777832
	Iteration 16Q: 3 clusters Score -1118695 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -1118817.625000 Penalty: 2951.777832
	Iteration 17Q: 3 clusters Score -1118818 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -1118905.375000 Penalty: 2951.777832
	Iteration 18Q: 3 clusters Score -1118905 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -1118975.125000 Penalty: 2951.777832
	Iteration 19Q: 3 clusters Score -1118975 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -1119031.625000 Penalty: 2951.777832
	Iteration 20F: 3 clusters Score -1119032 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -1119063.250000 Penalty: 2951.777832
	Iteration 21Q: 3 clusters Score -1119063 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -1119093.125000 Penalty: 2951.777832
	Iteration 22Q: 3 clusters Score -1119093 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -1119121.500000 Penalty: 2951.777832
	Iteration 23Q: 3 clusters Score -1119122 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -1119143.000000 Penalty: 2951.777832
	Iteration 24Q: 3 clusters Score -1119143 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -1119164.375000 Penalty: 2951.777832
	Iteration 25Q: 3 clusters Score -1119164 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -1119196.250000 Penalty: 2951.777832
	Iteration 26Q: 3 clusters Score -1119196 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -1119232.125000 Penalty: 2951.777832
	Iteration 27Q: 3 clusters Score -1119232 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 5053 members 
Entering Unmasked Estep 
Score: -1119274.500000 Penalty: 2951.777832
	Iteration 28Q: 3 clusters Score -1119274 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
Score: -1119327.125000 Penalty: 2951.777832
	Iteration 29Q: 3 clusters Score -1119327 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 5262 members 
Entering Unmasked Estep 
Score: -1119395.625000 Penalty: 2951.777832
	Iteration 30Q: 3 clusters Score -1119396 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -1119466.000000 Penalty: 2951.777832
	Iteration 31Q: 3 clusters Score -1119466 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 5491 members 
Entering Unmasked Estep 
Score: -1119544.375000 Penalty: 2951.777832
	Iteration 32Q: 3 clusters Score -1119544 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 5580 members 
Entering Unmasked Estep 
Score: -1119592.875000 Penalty: 2951.777832
	Iteration 33Q: 3 clusters Score -1119593 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 5662 members 
Entering Unmasked Estep 
Score: -1119639.250000 Penalty: 2951.777832
	Iteration 34Q: 3 clusters Score -1119639 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 5742 members 
Entering Unmasked Estep 
Score: -1119676.500000 Penalty: 2951.777832
	Iteration 35Q: 3 clusters Score -1119676 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 5823 members 
Entering Unmasked Estep 
Score: -1119710.000000 Penalty: 2951.777832
	Iteration 36Q: 3 clusters Score -1119710 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 5905 members 
Entering Unmasked Estep 
Score: -1119734.750000 Penalty: 2951.777832
	Iteration 37Q: 3 clusters Score -1119735 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 5968 members 
Entering Unmasked Estep 
Score: -1119754.500000 Penalty: 2951.777832
	Iteration 38Q: 3 clusters Score -1119754 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 6013 members 
Entering Unmasked Estep 
Score: -1119767.750000 Penalty: 2951.777832
	Iteration 39Q: 3 clusters Score -1119768 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 6052 members 
Entering Unmasked Estep 
Score: -1119780.250000 Penalty: 2951.777832
	Iteration 40F: 3 clusters Score -1119780 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 6085 members 
Entering Unmasked Estep 
Score: -1119787.250000 Penalty: 2951.777832
	Iteration 41Q: 3 clusters Score -1119787 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 6118 members 
Entering Unmasked Estep 
Score: -1119792.875000 Penalty: 2951.777832
	Iteration 42Q: 3 clusters Score -1119793 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 6150 members 
Entering Unmasked Estep 
Score: -1119800.000000 Penalty: 2951.777832
	Iteration 43Q: 3 clusters Score -1119800 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 6176 members 
Entering Unmasked Estep 
Score: -1119807.875000 Penalty: 2951.777832
	Iteration 44Q: 3 clusters Score -1119808 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 6194 members 
Entering Unmasked Estep 
Score: -1119809.625000 Penalty: 2951.777832
	Iteration 45Q: 3 clusters Score -1119810 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 6209 members 
Entering Unmasked Estep 
Score: -1119812.125000 Penalty: 2951.777832
	Iteration 46Q: 3 clusters Score -1119812 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 6221 members 
Entering Unmasked Estep 
Score: -1119813.750000 Penalty: 2951.777832
	Iteration 47Q: 3 clusters Score -1119814 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 6232 members 
Entering Unmasked Estep 
Score: -1119812.750000 Penalty: 2951.777832
	Iteration 48Q: 3 clusters Score -1119813 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 6243 members 
Entering Unmasked Estep 
Score: -1119815.000000 Penalty: 2951.777832
	Iteration 49Q: 3 clusters Score -1119815 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 6250 members 
Entering Unmasked Estep 
Score: -1119814.500000 Penalty: 2951.777832
	Iteration 50Q: 3 clusters Score -1119814 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 6257 members 
Entering Unmasked Estep 
Score: -1119817.250000 Penalty: 2951.777832
	Iteration 51Q: 3 clusters Score -1119817 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 6265 members 
Entering Unmasked Estep 
Score: -1119817.250000 Penalty: 2951.777832
	Iteration 52Q: 3 clusters Score -1119817 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 6272 members 
Entering Unmasked Estep 
Score: -1119818.375000 Penalty: 2951.777832
	Iteration 53Q: 3 clusters Score -1119818 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 6277 members 
Entering Unmasked Estep 
Score: -1119818.625000 Penalty: 2951.777832
	Iteration 54Q: 3 clusters Score -1119819 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 6279 members 
Entering Unmasked Estep 
Score: -1119820.250000 Penalty: 2951.777832
	Iteration 55Q: 3 clusters Score -1119820 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 6281 members 
Entering Unmasked Estep 
Score: -1119819.750000 Penalty: 2951.777832
	Iteration 56Q: 3 clusters Score -1119820 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 6283 members 
Entering Unmasked Estep 
Score: -1119820.750000 Penalty: 2951.777832
	Iteration 57Q: 3 clusters Score -1119821 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 6286 members 
Entering Unmasked Estep 
Score: -1119820.875000 Penalty: 2951.777832
	Iteration 58Q: 3 clusters Score -1119821 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 6290 members 
Entering Unmasked Estep 
Score: -1119821.750000 Penalty: 2951.777832
	Iteration 59Q: 3 clusters Score -1119822 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 6291 members 
Entering Unmasked Estep 
Score: -1119822.375000 Penalty: 2951.777832
	Iteration 60F: 3 clusters Score -1119822 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 6293 members 
Entering Unmasked Estep 
Score: -1119822.375000 Penalty: 2951.777832
	Iteration 61Q: 3 clusters Score -1119822 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 6297 members 
Entering Unmasked Estep 
Score: -1119821.750000 Penalty: 2951.777832
	Iteration 62Q: 3 clusters Score -1119822 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 6299 members 
Entering Unmasked Estep 
Score: -1119821.875000 Penalty: 2951.777832
	Iteration 63Q: 3 clusters Score -1119822 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 6302 members 
Entering Unmasked Estep 
Score: -1119823.125000 Penalty: 2951.777832
	Iteration 64Q: 3 clusters Score -1119823 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 6307 members 
Entering Unmasked Estep 
Score: -1119825.375000 Penalty: 2951.777832
	Iteration 65Q: 3 clusters Score -1119825 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 6315 members 
Entering Unmasked Estep 
Score: -1119826.875000 Penalty: 2951.777832
	Iteration 66Q: 3 clusters Score -1119827 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 6323 members 
Entering Unmasked Estep 
Score: -1119827.000000 Penalty: 2951.777832
	Iteration 67Q: 3 clusters Score -1119827 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 6333 members 
Entering Unmasked Estep 
Score: -1119830.375000 Penalty: 2951.777832
	Iteration 68Q: 3 clusters Score -1119830 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 6342 members 
Entering Unmasked Estep 
Score: -1119833.875000 Penalty: 2951.777832
	Iteration 69Q: 3 clusters Score -1119834 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 6351 members 
Entering Unmasked Estep 
Score: -1119836.500000 Penalty: 2951.777832
	Iteration 70Q: 3 clusters Score -1119836 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 6355 members 
Entering Unmasked Estep 
Score: -1119837.000000 Penalty: 2951.777832
	Iteration 71Q: 3 clusters Score -1119837 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 6359 members 
Entering Unmasked Estep 
Score: -1119835.000000 Penalty: 2951.777832
	Iteration 72Q: 3 clusters Score -1119835 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 6362 members 
Entering Unmasked Estep 
Score: -1119835.125000 Penalty: 2951.777832
	Iteration 73Q: 3 clusters Score -1119835 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 6363 members 
Entering Unmasked Estep 
Score: -1119838.625000 Penalty: 2951.777832
	Iteration 74Q: 3 clusters Score -1119839 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 6366 members 
Entering Unmasked Estep 
Score: -1119838.875000 Penalty: 2951.777832
	Iteration 75Q: 3 clusters Score -1119839 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 6366 members 
Entering Unmasked Estep 
Score: -1119838.875000 Penalty: 2951.777832
	Iteration 76F: 3 clusters Score -1119839 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (4993 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Entering Unmasked Estep 
Score: -623303.187500 Penalty: 1383.816162
	Iteration 0F: 2 clusters Score -623303.2 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 2525 members 
Entering Unmasked Estep 
Score: -619362.812500 Penalty: 2767.632324
	Iteration 0F: 3 clusters Score -619362.8 nChanged 1995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -620488.312500 Penalty: 2767.632324
	Iteration 1F: 3 clusters Score -620488.3 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -620683.250000 Penalty: 2767.632324
	Iteration 2F: 3 clusters Score -620683.2 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -620854.687500 Penalty: 2767.632324
	Iteration 3F: 3 clusters Score -620854.7 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -621033.187500 Penalty: 2767.632324
	Iteration 4F: 3 clusters Score -621033.2 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -621210.000000 Penalty: 2767.632324
	Iteration 5F: 3 clusters Score -621210 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -621380.500000 Penalty: 2767.632324
	Iteration 6F: 3 clusters Score -621380.5 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -621501.312500 Penalty: 2767.632324
	Iteration 7Q: 3 clusters Score -621501.3 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -621590.562500 Penalty: 2767.632324
	Iteration 8Q: 3 clusters Score -621590.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -621646.375000 Penalty: 2767.632324
	Iteration 9Q: 3 clusters Score -621646.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -621694.250000 Penalty: 2767.632324
	Iteration 10Q: 3 clusters Score -621694.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -621724.125000 Penalty: 2767.632324
	Iteration 11Q: 3 clusters Score -621724.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -621744.562500 Penalty: 2767.632324
	Iteration 12Q: 3 clusters Score -621744.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -621760.125000 Penalty: 2767.632324
	Iteration 13Q: 3 clusters Score -621760.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -621770.187500 Penalty: 2767.632324
	Iteration 14Q: 3 clusters Score -621770.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -621774.625000 Penalty: 2767.632324
	Iteration 15Q: 3 clusters Score -621774.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -621776.562500 Penalty: 2767.632324
	Iteration 16Q: 3 clusters Score -621776.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -621780.000000 Penalty: 2767.632324
	Iteration 17Q: 3 clusters Score -621780 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -621781.562500 Penalty: 2767.632324
	Iteration 18Q: 3 clusters Score -621781.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -621782.937500 Penalty: 2767.632324
	Iteration 19Q: 3 clusters Score -621782.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -621783.937500 Penalty: 2767.632324
	Iteration 20F: 3 clusters Score -621783.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -621786.875000 Penalty: 2767.632324
	Iteration 21Q: 3 clusters Score -621786.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -621790.125000 Penalty: 2767.632324
	Iteration 22Q: 3 clusters Score -621790.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -621792.750000 Penalty: 2767.632324
	Iteration 23Q: 3 clusters Score -621792.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -621794.812500 Penalty: 2767.632324
	Iteration 24Q: 3 clusters Score -621794.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -621796.250000 Penalty: 2767.632324
	Iteration 25Q: 3 clusters Score -621796.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -621796.375000 Penalty: 2767.632324
	Iteration 26Q: 3 clusters Score -621796.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -621796.500000 Penalty: 2767.632324
	Iteration 27Q: 3 clusters Score -621796.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -621795.937500 Penalty: 2767.632324
	Iteration 28Q: 3 clusters Score -621795.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -621797.312500 Penalty: 2767.632324
	Iteration 29Q: 3 clusters Score -621797.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -621798.375000 Penalty: 2767.632324
	Iteration 30Q: 3 clusters Score -621798.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -621800.750000 Penalty: 2767.632324
	Iteration 31Q: 3 clusters Score -621800.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -621801.500000 Penalty: 2767.632324
	Iteration 32Q: 3 clusters Score -621801.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -621802.750000 Penalty: 2767.632324
	Iteration 33Q: 3 clusters Score -621802.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -621802.750000 Penalty: 2767.632324
	Iteration 34F: 3 clusters Score -621802.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (14622 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14622 members 
Entering Unmasked Estep 
Score: -1873880.000000 Penalty: 1558.420898
	Iteration 0F: 2 clusters Score -1873880 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7290 members 
Mstep: Class 2 contains 7332 members 
Entering Unmasked Estep 
Score: -1863663.125000 Penalty: 3116.841797
	Iteration 0F: 3 clusters Score -1863663 nChanged 6482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7210 members 
Mstep: Class 2 contains 7412 members 
Entering Unmasked Estep 
Score: -1867155.250000 Penalty: 3116.841797
	Iteration 1F: 3 clusters Score -1867155 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7173 members 
Mstep: Class 2 contains 7449 members 
Entering Unmasked Estep 
Score: -1867445.375000 Penalty: 3116.841797
	Iteration 2F: 3 clusters Score -1867445 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7083 members 
Mstep: Class 2 contains 7539 members 
Entering Unmasked Estep 
Score: -1867716.500000 Penalty: 3116.841797
	Iteration 3Q: 3 clusters Score -1867716 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7019 members 
Mstep: Class 2 contains 7603 members 
Entering Unmasked Estep 
Score: -1867968.250000 Penalty: 3116.841797
	Iteration 4Q: 3 clusters Score -1867968 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6964 members 
Mstep: Class 2 contains 7658 members 
Entering Unmasked Estep 
Score: -1868239.000000 Penalty: 3116.841797
	Iteration 5Q: 3 clusters Score -1868239 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6920 members 
Mstep: Class 2 contains 7702 members 
Entering Unmasked Estep 
Score: -1868530.750000 Penalty: 3116.841797
	Iteration 6Q: 3 clusters Score -1868531 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6838 members 
Mstep: Class 2 contains 7784 members 
Entering Unmasked Estep 
Score: -1868857.750000 Penalty: 3116.841797
	Iteration 7Q: 3 clusters Score -1868858 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6732 members 
Mstep: Class 2 contains 7890 members 
Entering Unmasked Estep 
Score: -1869194.750000 Penalty: 3116.841797
	Iteration 8Q: 3 clusters Score -1869195 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6614 members 
Mstep: Class 2 contains 8008 members 
Entering Unmasked Estep 
Score: -1869553.750000 Penalty: 3116.841797
	Iteration 9Q: 3 clusters Score -1869554 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6525 members 
Mstep: Class 2 contains 8097 members 
Entering Unmasked Estep 
Score: -1869891.000000 Penalty: 3116.841797
	Iteration 10Q: 3 clusters Score -1869891 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6447 members 
Mstep: Class 2 contains 8175 members 
Entering Unmasked Estep 
Score: -1870189.000000 Penalty: 3116.841797
	Iteration 11Q: 3 clusters Score -1870189 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6343 members 
Mstep: Class 2 contains 8279 members 
Entering Unmasked Estep 
Score: -1870399.875000 Penalty: 3116.841797
	Iteration 12Q: 3 clusters Score -1870400 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6239 members 
Mstep: Class 2 contains 8383 members 
Entering Unmasked Estep 
Score: -1870549.875000 Penalty: 3116.841797
	Iteration 13Q: 3 clusters Score -1870550 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6141 members 
Mstep: Class 2 contains 8481 members 
Entering Unmasked Estep 
Score: -1870626.500000 Penalty: 3116.841797
	Iteration 14Q: 3 clusters Score -1870626 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6045 members 
Mstep: Class 2 contains 8577 members 
Entering Unmasked Estep 
Score: -1870687.375000 Penalty: 3116.841797
	Iteration 15Q: 3 clusters Score -1870687 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5966 members 
Mstep: Class 2 contains 8656 members 
Entering Unmasked Estep 
Score: -1870727.750000 Penalty: 3116.841797
	Iteration 16Q: 3 clusters Score -1870728 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 8726 members 
Entering Unmasked Estep 
Score: -1870757.875000 Penalty: 3116.841797
	Iteration 17Q: 3 clusters Score -1870758 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5835 members 
Mstep: Class 2 contains 8787 members 
Entering Unmasked Estep 
Score: -1870787.750000 Penalty: 3116.841797
	Iteration 18Q: 3 clusters Score -1870788 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5794 members 
Mstep: Class 2 contains 8828 members 
Entering Unmasked Estep 
Score: -1870805.875000 Penalty: 3116.841797
	Iteration 19Q: 3 clusters Score -1870806 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5754 members 
Mstep: Class 2 contains 8868 members 
Entering Unmasked Estep 
Score: -1870823.000000 Penalty: 3116.841797
	Iteration 20F: 3 clusters Score -1870823 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5702 members 
Mstep: Class 2 contains 8920 members 
Entering Unmasked Estep 
Score: -1870837.000000 Penalty: 3116.841797
	Iteration 21Q: 3 clusters Score -1870837 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5658 members 
Mstep: Class 2 contains 8964 members 
Entering Unmasked Estep 
Score: -1870853.750000 Penalty: 3116.841797
	Iteration 22Q: 3 clusters Score -1870854 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5615 members 
Mstep: Class 2 contains 9007 members 
Entering Unmasked Estep 
Score: -1870863.125000 Penalty: 3116.841797
	Iteration 23Q: 3 clusters Score -1870863 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5583 members 
Mstep: Class 2 contains 9039 members 
Entering Unmasked Estep 
Score: -1870870.500000 Penalty: 3116.841797
	Iteration 24Q: 3 clusters Score -1870870 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5562 members 
Mstep: Class 2 contains 9060 members 
Entering Unmasked Estep 
Score: -1870875.375000 Penalty: 3116.841797
	Iteration 25Q: 3 clusters Score -1870875 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5552 members 
Mstep: Class 2 contains 9070 members 
Entering Unmasked Estep 
Score: -1870879.125000 Penalty: 3116.841797
	Iteration 26Q: 3 clusters Score -1870879 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5542 members 
Mstep: Class 2 contains 9080 members 
Entering Unmasked Estep 
Score: -1870875.500000 Penalty: 3116.841797
	Iteration 27Q: 3 clusters Score -1870876 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5528 members 
Mstep: Class 2 contains 9094 members 
Entering Unmasked Estep 
Score: -1870880.375000 Penalty: 3116.841797
	Iteration 28Q: 3 clusters Score -1870880 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5517 members 
Mstep: Class 2 contains 9105 members 
Entering Unmasked Estep 
Score: -1870883.000000 Penalty: 3116.841797
	Iteration 29Q: 3 clusters Score -1870883 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5505 members 
Mstep: Class 2 contains 9117 members 
Entering Unmasked Estep 
Score: -1870884.875000 Penalty: 3116.841797
	Iteration 30Q: 3 clusters Score -1870885 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5500 members 
Mstep: Class 2 contains 9122 members 
Entering Unmasked Estep 
Score: -1870889.375000 Penalty: 3116.841797
	Iteration 31Q: 3 clusters Score -1870889 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5490 members 
Mstep: Class 2 contains 9132 members 
Entering Unmasked Estep 
Score: -1870896.750000 Penalty: 3116.841797
	Iteration 32Q: 3 clusters Score -1870897 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5481 members 
Mstep: Class 2 contains 9141 members 
Entering Unmasked Estep 
Score: -1870895.625000 Penalty: 3116.841797
	Iteration 33Q: 3 clusters Score -1870896 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5469 members 
Mstep: Class 2 contains 9153 members 
Entering Unmasked Estep 
Score: -1870894.500000 Penalty: 3116.841797
	Iteration 34Q: 3 clusters Score -1870894 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5454 members 
Mstep: Class 2 contains 9168 members 
Entering Unmasked Estep 
Score: -1870898.625000 Penalty: 3116.841797
	Iteration 35Q: 3 clusters Score -1870899 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 9181 members 
Entering Unmasked Estep 
Score: -1870899.750000 Penalty: 3116.841797
	Iteration 36Q: 3 clusters Score -1870900 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5430 members 
Mstep: Class 2 contains 9192 members 
Entering Unmasked Estep 
Score: -1870901.375000 Penalty: 3116.841797
	Iteration 37Q: 3 clusters Score -1870901 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5423 members 
Mstep: Class 2 contains 9199 members 
Entering Unmasked Estep 
Score: -1870899.500000 Penalty: 3116.841797
	Iteration 38Q: 3 clusters Score -1870900 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 9207 members 
Entering Unmasked Estep 
Score: -1870899.125000 Penalty: 3116.841797
	Iteration 39Q: 3 clusters Score -1870899 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5410 members 
Mstep: Class 2 contains 9212 members 
Entering Unmasked Estep 
Score: -1870902.000000 Penalty: 3116.841797
	Iteration 40F: 3 clusters Score -1870902 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5405 members 
Mstep: Class 2 contains 9217 members 
Entering Unmasked Estep 
Score: -1870905.125000 Penalty: 3116.841797
	Iteration 41Q: 3 clusters Score -1870905 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5401 members 
Mstep: Class 2 contains 9221 members 
Entering Unmasked Estep 
Score: -1870905.750000 Penalty: 3116.841797
	Iteration 42Q: 3 clusters Score -1870906 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5401 members 
Mstep: Class 2 contains 9221 members 
Entering Unmasked Estep 
Score: -1870902.875000 Penalty: 3116.841797
	Iteration 43Q: 3 clusters Score -1870903 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5401 members 
Mstep: Class 2 contains 9221 members 
Entering Unmasked Estep 
Score: -1870901.125000 Penalty: 3116.841797
	Iteration 44Q: 3 clusters Score -1870901 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 9219 members 
Entering Unmasked Estep 
Score: -1870902.000000 Penalty: 3116.841797
	Iteration 45Q: 3 clusters Score -1870902 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5405 members 
Mstep: Class 2 contains 9217 members 
Entering Unmasked Estep 
Score: -1870903.000000 Penalty: 3116.841797
	Iteration 46Q: 3 clusters Score -1870903 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5405 members 
Mstep: Class 2 contains 9217 members 
Entering Unmasked Estep 
Score: -1870901.250000 Penalty: 3116.841797
	Iteration 47Q: 3 clusters Score -1870901 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 9218 members 
Entering Unmasked Estep 
Score: -1870900.500000 Penalty: 3116.841797
	Iteration 48Q: 3 clusters Score -1870900 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 9218 members 
Entering Unmasked Estep 
Score: -1870907.125000 Penalty: 3116.841797
	Iteration 49Q: 3 clusters Score -1870907 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5401 members 
Mstep: Class 2 contains 9221 members 
Entering Unmasked Estep 
Score: -1870906.875000 Penalty: 3116.841797
	Iteration 50Q: 3 clusters Score -1870907 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5399 members 
Mstep: Class 2 contains 9223 members 
Entering Unmasked Estep 
Score: -1870906.625000 Penalty: 3116.841797
	Iteration 51Q: 3 clusters Score -1870907 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5399 members 
Mstep: Class 2 contains 9223 members 
Entering Unmasked Estep 
Score: -1870908.000000 Penalty: 3116.841797
	Iteration 52Q: 3 clusters Score -1870908 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5399 members 
Mstep: Class 2 contains 9223 members 
Entering Unmasked Estep 
Score: -1870908.000000 Penalty: 3116.841797
	Iteration 53F: 3 clusters Score -1870908 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (10860 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10860 members 
Entering Unmasked Estep 
Score: -1369644.500000 Penalty: 1510.086792
	Iteration 0F: 2 clusters Score -1369644 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5451 members 
Mstep: Class 2 contains 5409 members 
Entering Unmasked Estep 
Score: -1361960.000000 Penalty: 3020.173584
	Iteration 0F: 3 clusters Score -1361960 nChanged 4738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5639 members 
Mstep: Class 2 contains 5221 members 
Entering Unmasked Estep 
Score: -1364530.000000 Penalty: 3020.173584
	Iteration 1F: 3 clusters Score -1364530 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5875 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -1365167.750000 Penalty: 3020.173584
	Iteration 2F: 3 clusters Score -1365168 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6293 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -1366171.500000 Penalty: 3020.173584
	Iteration 3F: 3 clusters Score -1366172 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6868 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -1367165.375000 Penalty: 3020.173584
	Iteration 4F: 3 clusters Score -1367165 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7445 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -1368000.500000 Penalty: 3020.173584
	Iteration 5F: 3 clusters Score -1368000 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7949 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -1368644.250000 Penalty: 3020.173584
	Iteration 6F: 3 clusters Score -1368644 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8332 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -1369101.000000 Penalty: 3020.173584
	Iteration 7Q: 3 clusters Score -1369101 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8590 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -1369411.750000 Penalty: 3020.173584
	Iteration 8Q: 3 clusters Score -1369412 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8779 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -1369666.875000 Penalty: 3020.173584
	Iteration 9Q: 3 clusters Score -1369667 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8907 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -1369843.750000 Penalty: 3020.173584
	Iteration 10Q: 3 clusters Score -1369844 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9013 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -1369942.125000 Penalty: 3020.173584
	Iteration 11Q: 3 clusters Score -1369942 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9085 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -1370007.500000 Penalty: 3020.173584
	Iteration 12Q: 3 clusters Score -1370008 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9141 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -1370054.500000 Penalty: 3020.173584
	Iteration 13Q: 3 clusters Score -1370054 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9188 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -1370085.625000 Penalty: 3020.173584
	Iteration 14Q: 3 clusters Score -1370086 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9216 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -1370095.500000 Penalty: 3020.173584
	Iteration 15Q: 3 clusters Score -1370096 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9233 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -1370102.000000 Penalty: 3020.173584
	Iteration 16Q: 3 clusters Score -1370102 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9244 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -1370103.625000 Penalty: 3020.173584
	Iteration 17Q: 3 clusters Score -1370104 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9255 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -1370109.875000 Penalty: 3020.173584
	Iteration 18Q: 3 clusters Score -1370110 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9262 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -1370113.125000 Penalty: 3020.173584
	Iteration 19Q: 3 clusters Score -1370113 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9264 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -1370112.125000 Penalty: 3020.173584
	Iteration 20F: 3 clusters Score -1370112 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9268 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -1370112.125000 Penalty: 3020.173584
	Iteration 21Q: 3 clusters Score -1370112 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9275 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -1370115.125000 Penalty: 3020.173584
	Iteration 22Q: 3 clusters Score -1370115 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9280 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -1370118.125000 Penalty: 3020.173584
	Iteration 23Q: 3 clusters Score -1370118 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9285 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -1370117.125000 Penalty: 3020.173584
	Iteration 24Q: 3 clusters Score -1370117 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9288 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -1370117.000000 Penalty: 3020.173584
	Iteration 25Q: 3 clusters Score -1370117 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9288 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -1370117.000000 Penalty: 3020.173584
	Iteration 26F: 3 clusters Score -1370117 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 8916 members 
Mstep: Class 3 contains 100439 members 
Mstep: Class 4 contains 10465 members 
Mstep: Class 5 contains 2248 members 
Mstep: Class 6 contains 24589 members 
Mstep: Class 7 contains 13969 members 
Mstep: Class 8 contains 8114 members 
Mstep: Class 9 contains 18211 members 
Mstep: Class 10 contains 9487 members 
Mstep: Class 11 contains 9025 members 
Mstep: Class 12 contains 3231 members 
Mstep: Class 13 contains 17957 members 
Mstep: Class 14 contains 38377 members 
Mstep: Class 15 contains 39371 members 
Mstep: Class 16 contains 3743 members 
Mstep: Class 17 contains 5823 members 
Mstep: Class 18 contains 47443 members 
Mstep: Class 19 contains 3485 members 
Mstep: Class 20 contains 3187 members 
Mstep: Class 21 contains 1108 members 
Mstep: Class 22 contains 3316 members 
Mstep: Class 23 contains 43895 members 
Mstep: Class 24 contains 13014 members 
Mstep: Class 25 contains 12667 members 
Mstep: Class 26 contains 2892 members 
Mstep: Class 27 contains 10292 members 
Mstep: Class 28 contains 2334 members 
Mstep: Class 29 contains 25528 members 
Mstep: Class 30 contains 35845 members 
Mstep: Class 31 contains 4577 members 
Mstep: Class 32 contains 23748 members 
Mstep: Class 33 contains 12307 members 
Mstep: Class 34 contains 6105 members 
Mstep: Class 35 contains 4672 members 
Mstep: Class 36 contains 2379 members 
Mstep: Class 37 contains 17832 members 
Mstep: Class 38 contains 8799 members 
Mstep: Class 39 contains 4993 members 
Mstep: Class 40 contains 14622 members 
Mstep: Class 41 contains 9288 members 
Mstep: Class 42 contains 13472 members 
Mstep: Class 43 contains 144559 members 
Mstep: Class 44 contains 29290 members 
Mstep: Class 45 contains 2938 members 
Mstep: Class 46 contains 1572 members 
Entering Unmasked Estep 
Score: -100314344.000000 Penalty: 101793.265625
Splitting cluster 41 changes total score from -100314568.000000 to -100314344.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 42 (13472 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13472 members 
Entering Unmasked Estep 
Score: -1722075.125000 Penalty: 1545.109863
	Iteration 0F: 2 clusters Score -1722075 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6800 members 
Mstep: Class 2 contains 6672 members 
Entering Unmasked Estep 
Score: -1712674.125000 Penalty: 3090.219727
	Iteration 0F: 3 clusters Score -1712674 nChanged 5935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7141 members 
Mstep: Class 2 contains 6331 members 
Entering Unmasked Estep 
Score: -1715864.750000 Penalty: 3090.219727
	Iteration 1F: 3 clusters Score -1715865 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7295 members 
Mstep: Class 2 contains 6177 members 
Entering Unmasked Estep 
Score: -1716118.500000 Penalty: 3090.219727
	Iteration 2F: 3 clusters Score -1716118 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7499 members 
Mstep: Class 2 contains 5973 members 
Entering Unmasked Estep 
Score: -1716335.750000 Penalty: 3090.219727
	Iteration 3Q: 3 clusters Score -1716336 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7803 members 
Mstep: Class 2 contains 5669 members 
Entering Unmasked Estep 
Score: -1716561.250000 Penalty: 3090.219727
	Iteration 4Q: 3 clusters Score -1716561 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8194 members 
Mstep: Class 2 contains 5278 members 
Entering Unmasked Estep 
Score: -1716801.625000 Penalty: 3090.219727
	Iteration 5Q: 3 clusters Score -1716802 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8690 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -1717110.750000 Penalty: 3090.219727
	Iteration 6Q: 3 clusters Score -1717111 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9274 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -1717493.500000 Penalty: 3090.219727
	Iteration 7Q: 3 clusters Score -1717494 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9961 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -1717992.250000 Penalty: 3090.219727
	Iteration 8F: 3 clusters Score -1717992 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10716 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -1718595.250000 Penalty: 3090.219727
	Iteration 9F: 3 clusters Score -1718595 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11418 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -1719196.250000 Penalty: 3090.219727
	Iteration 10F: 3 clusters Score -1719196 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11968 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -1719653.750000 Penalty: 3090.219727
	Iteration 11Q: 3 clusters Score -1719654 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12407 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -1720014.125000 Penalty: 3090.219727
	Iteration 12Q: 3 clusters Score -1720014 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12717 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -1720272.250000 Penalty: 3090.219727
	Iteration 13Q: 3 clusters Score -1720272 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12916 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -1720441.500000 Penalty: 3090.219727
	Iteration 14Q: 3 clusters Score -1720442 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13022 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -1720528.750000 Penalty: 3090.219727
	Iteration 15Q: 3 clusters Score -1720529 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13094 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -1720586.500000 Penalty: 3090.219727
	Iteration 16Q: 3 clusters Score -1720586 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13132 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -1720612.125000 Penalty: 3090.219727
	Iteration 17Q: 3 clusters Score -1720612 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13151 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -1720631.875000 Penalty: 3090.219727
	Iteration 18Q: 3 clusters Score -1720632 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13169 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -1720647.875000 Penalty: 3090.219727
	Iteration 19Q: 3 clusters Score -1720648 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13182 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -1720658.250000 Penalty: 3090.219727
	Iteration 20F: 3 clusters Score -1720658 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13192 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -1720666.250000 Penalty: 3090.219727
	Iteration 21Q: 3 clusters Score -1720666 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13201 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -1720674.125000 Penalty: 3090.219727
	Iteration 22Q: 3 clusters Score -1720674 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13205 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -1720678.000000 Penalty: 3090.219727
	Iteration 23Q: 3 clusters Score -1720678 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13211 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -1720679.250000 Penalty: 3090.219727
	Iteration 24Q: 3 clusters Score -1720679 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13215 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -1720685.750000 Penalty: 3090.219727
	Iteration 25Q: 3 clusters Score -1720686 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13218 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -1720688.750000 Penalty: 3090.219727
	Iteration 26Q: 3 clusters Score -1720689 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13223 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -1720691.375000 Penalty: 3090.219727
	Iteration 27Q: 3 clusters Score -1720691 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13223 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -1720696.500000 Penalty: 3090.219727
	Iteration 28Q: 3 clusters Score -1720696 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13226 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -1720700.625000 Penalty: 3090.219727
	Iteration 29Q: 3 clusters Score -1720701 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13226 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -1720700.625000 Penalty: 3090.219727
	Iteration 30F: 3 clusters Score -1720701 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (144559 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144559 members 
Entering Unmasked Estep 
Score: -18592108.000000 Penalty: 1930.734497
	Iteration 0F: 2 clusters Score -1.859211e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72332 members 
Mstep: Class 2 contains 72227 members 
Entering Unmasked Estep 
Score: -18510842.000000 Penalty: 3861.468994
	Iteration 0F: 3 clusters Score -1.851084e+07 nChanged 69976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72134 members 
Mstep: Class 2 contains 72425 members 
Entering Unmasked Estep 
Score: -18551956.000000 Penalty: 3861.468994
	Iteration 1F: 3 clusters Score -1.855196e+07 nChanged 4304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72346 members 
Mstep: Class 2 contains 72213 members 
Entering Unmasked Estep 
Score: -18552756.000000 Penalty: 3861.468994
	Iteration 2Q: 3 clusters Score -1.855276e+07 nChanged 4637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72737 members 
Mstep: Class 2 contains 71822 members 
Entering Unmasked Estep 
Score: -18554024.000000 Penalty: 3861.468994
	Iteration 3Q: 3 clusters Score -1.855402e+07 nChanged 5221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73212 members 
Mstep: Class 2 contains 71347 members 
Entering Unmasked Estep 
Score: -18555728.000000 Penalty: 3861.468994
	Iteration 4Q: 3 clusters Score -1.855573e+07 nChanged 6045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74045 members 
Mstep: Class 2 contains 70514 members 
Entering Unmasked Estep 
Score: -18558156.000000 Penalty: 3861.468994
	Iteration 5Q: 3 clusters Score -1.855816e+07 nChanged 6737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75362 members 
Mstep: Class 2 contains 69197 members 
Entering Unmasked Estep 
Score: -18561214.000000 Penalty: 3861.468994
	Iteration 6Q: 3 clusters Score -1.856121e+07 nChanged 7428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77408 members 
Mstep: Class 2 contains 67151 members 
Entering Unmasked Estep 
Score: -18565214.000000 Penalty: 3861.468994
	Iteration 7F: 3 clusters Score -1.856521e+07 nChanged 8063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80041 members 
Mstep: Class 2 contains 64518 members 
Entering Unmasked Estep 
Score: -18570282.000000 Penalty: 3861.468994
	Iteration 8F: 3 clusters Score -1.857028e+07 nChanged 8117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82856 members 
Mstep: Class 2 contains 61703 members 
Entering Unmasked Estep 
Score: -18575038.000000 Penalty: 3861.468994
	Iteration 9F: 3 clusters Score -1.857504e+07 nChanged 7271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85219 members 
Mstep: Class 2 contains 59340 members 
Entering Unmasked Estep 
Score: -18578498.000000 Penalty: 3861.468994
	Iteration 10F: 3 clusters Score -1.85785e+07 nChanged 5665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87022 members 
Mstep: Class 2 contains 57537 members 
Entering Unmasked Estep 
Score: -18580490.000000 Penalty: 3861.468994
	Iteration 11Q: 3 clusters Score -1.858049e+07 nChanged 4219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88445 members 
Mstep: Class 2 contains 56114 members 
Entering Unmasked Estep 
Score: -18581472.000000 Penalty: 3861.468994
	Iteration 12Q: 3 clusters Score -1.858147e+07 nChanged 2919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89740 members 
Mstep: Class 2 contains 54819 members 
Entering Unmasked Estep 
Score: -18581954.000000 Penalty: 3861.468994
	Iteration 13Q: 3 clusters Score -1.858195e+07 nChanged 2237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90895 members 
Mstep: Class 2 contains 53664 members 
Entering Unmasked Estep 
Score: -18582304.000000 Penalty: 3861.468994
	Iteration 14Q: 3 clusters Score -1.85823e+07 nChanged 1911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91982 members 
Mstep: Class 2 contains 52577 members 
Entering Unmasked Estep 
Score: -18582686.000000 Penalty: 3861.468994
	Iteration 15Q: 3 clusters Score -1.858269e+07 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92994 members 
Mstep: Class 2 contains 51565 members 
Entering Unmasked Estep 
Score: -18582868.000000 Penalty: 3861.468994
	Iteration 16Q: 3 clusters Score -1.858287e+07 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93916 members 
Mstep: Class 2 contains 50643 members 
Entering Unmasked Estep 
Score: -18583024.000000 Penalty: 3861.468994
	Iteration 17Q: 3 clusters Score -1.858302e+07 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94848 members 
Mstep: Class 2 contains 49711 members 
Entering Unmasked Estep 
Score: -18583294.000000 Penalty: 3861.468994
	Iteration 18Q: 3 clusters Score -1.858329e+07 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95737 members 
Mstep: Class 2 contains 48822 members 
Entering Unmasked Estep 
Score: -18583576.000000 Penalty: 3861.468994
	Iteration 19Q: 3 clusters Score -1.858358e+07 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96543 members 
Mstep: Class 2 contains 48016 members 
Entering Unmasked Estep 
Score: -18583824.000000 Penalty: 3861.468994
	Iteration 20F: 3 clusters Score -1.858382e+07 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97260 members 
Mstep: Class 2 contains 47299 members 
Entering Unmasked Estep 
Score: -18584082.000000 Penalty: 3861.468994
	Iteration 21Q: 3 clusters Score -1.858408e+07 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97892 members 
Mstep: Class 2 contains 46667 members 
Entering Unmasked Estep 
Score: -18584340.000000 Penalty: 3861.468994
	Iteration 22Q: 3 clusters Score -1.858434e+07 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98568 members 
Mstep: Class 2 contains 45991 members 
Entering Unmasked Estep 
Score: -18584662.000000 Penalty: 3861.468994
	Iteration 23Q: 3 clusters Score -1.858466e+07 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99235 members 
Mstep: Class 2 contains 45324 members 
Entering Unmasked Estep 
Score: -18584858.000000 Penalty: 3861.468994
	Iteration 24Q: 3 clusters Score -1.858486e+07 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99816 members 
Mstep: Class 2 contains 44743 members 
Entering Unmasked Estep 
Score: -18585152.000000 Penalty: 3861.468994
	Iteration 25Q: 3 clusters Score -1.858515e+07 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100406 members 
Mstep: Class 2 contains 44153 members 
Entering Unmasked Estep 
Score: -18585470.000000 Penalty: 3861.468994
	Iteration 26Q: 3 clusters Score -1.858547e+07 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101000 members 
Mstep: Class 2 contains 43559 members 
Entering Unmasked Estep 
Score: -18585866.000000 Penalty: 3861.468994
	Iteration 27Q: 3 clusters Score -1.858587e+07 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101660 members 
Mstep: Class 2 contains 42899 members 
Entering Unmasked Estep 
Score: -18586122.000000 Penalty: 3861.468994
	Iteration 28Q: 3 clusters Score -1.858612e+07 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102280 members 
Mstep: Class 2 contains 42279 members 
Entering Unmasked Estep 
Score: -18586422.000000 Penalty: 3861.468994
	Iteration 29Q: 3 clusters Score -1.858642e+07 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102838 members 
Mstep: Class 2 contains 41721 members 
Entering Unmasked Estep 
Score: -18586740.000000 Penalty: 3861.468994
	Iteration 30Q: 3 clusters Score -1.858674e+07 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103415 members 
Mstep: Class 2 contains 41144 members 
Entering Unmasked Estep 
Score: -18587162.000000 Penalty: 3861.468994
	Iteration 31Q: 3 clusters Score -1.858716e+07 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103921 members 
Mstep: Class 2 contains 40638 members 
Entering Unmasked Estep 
Score: -18587516.000000 Penalty: 3861.468994
	Iteration 32Q: 3 clusters Score -1.858752e+07 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104442 members 
Mstep: Class 2 contains 40117 members 
Entering Unmasked Estep 
Score: -18587918.000000 Penalty: 3861.468994
	Iteration 33Q: 3 clusters Score -1.858792e+07 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104948 members 
Mstep: Class 2 contains 39611 members 
Entering Unmasked Estep 
Score: -18588306.000000 Penalty: 3861.468994
	Iteration 34Q: 3 clusters Score -1.858831e+07 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105453 members 
Mstep: Class 2 contains 39106 members 
Entering Unmasked Estep 
Score: -18588724.000000 Penalty: 3861.468994
	Iteration 35Q: 3 clusters Score -1.858872e+07 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105980 members 
Mstep: Class 2 contains 38579 members 
Entering Unmasked Estep 
Score: -18589008.000000 Penalty: 3861.468994
	Iteration 36Q: 3 clusters Score -1.858901e+07 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106529 members 
Mstep: Class 2 contains 38030 members 
Entering Unmasked Estep 
Score: -18589264.000000 Penalty: 3861.468994
	Iteration 37Q: 3 clusters Score -1.858926e+07 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107072 members 
Mstep: Class 2 contains 37487 members 
Entering Unmasked Estep 
Score: -18589598.000000 Penalty: 3861.468994
	Iteration 38Q: 3 clusters Score -1.85896e+07 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107647 members 
Mstep: Class 2 contains 36912 members 
Entering Unmasked Estep 
Score: -18589904.000000 Penalty: 3861.468994
	Iteration 39Q: 3 clusters Score -1.85899e+07 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108219 members 
Mstep: Class 2 contains 36340 members 
Entering Unmasked Estep 
Score: -18590222.000000 Penalty: 3861.468994
	Iteration 40F: 3 clusters Score -1.859022e+07 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108771 members 
Mstep: Class 2 contains 35788 members 
Entering Unmasked Estep 
Score: -18590482.000000 Penalty: 3861.468994
	Iteration 41Q: 3 clusters Score -1.859048e+07 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109375 members 
Mstep: Class 2 contains 35184 members 
Entering Unmasked Estep 
Score: -18590776.000000 Penalty: 3861.468994
	Iteration 42Q: 3 clusters Score -1.859078e+07 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109980 members 
Mstep: Class 2 contains 34579 members 
Entering Unmasked Estep 
Score: -18591046.000000 Penalty: 3861.468994
	Iteration 43Q: 3 clusters Score -1.859105e+07 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110659 members 
Mstep: Class 2 contains 33900 members 
Entering Unmasked Estep 
Score: -18591342.000000 Penalty: 3861.468994
	Iteration 44Q: 3 clusters Score -1.859134e+07 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111373 members 
Mstep: Class 2 contains 33186 members 
Entering Unmasked Estep 
Score: -18591628.000000 Penalty: 3861.468994
	Iteration 45Q: 3 clusters Score -1.859163e+07 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112130 members 
Mstep: Class 2 contains 32429 members 
Entering Unmasked Estep 
Score: -18591866.000000 Penalty: 3861.468994
	Iteration 46Q: 3 clusters Score -1.859187e+07 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112934 members 
Mstep: Class 2 contains 31625 members 
Entering Unmasked Estep 
Score: -18592070.000000 Penalty: 3861.468994
	Iteration 47Q: 3 clusters Score -1.859207e+07 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113750 members 
Mstep: Class 2 contains 30809 members 
Entering Unmasked Estep 
Score: -18592214.000000 Penalty: 3861.468994
	Iteration 48Q: 3 clusters Score -1.859221e+07 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114590 members 
Mstep: Class 2 contains 29969 members 
Entering Unmasked Estep 
Score: -18592442.000000 Penalty: 3861.468994
	Iteration 49Q: 3 clusters Score -1.859244e+07 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115516 members 
Mstep: Class 2 contains 29043 members 
Entering Unmasked Estep 
Score: -18592646.000000 Penalty: 3861.468994
	Iteration 50Q: 3 clusters Score -1.859265e+07 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116478 members 
Mstep: Class 2 contains 28081 members 
Entering Unmasked Estep 
Score: -18592846.000000 Penalty: 3861.468994
	Iteration 51Q: 3 clusters Score -1.859285e+07 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117493 members 
Mstep: Class 2 contains 27066 members 
Entering Unmasked Estep 
Score: -18592884.000000 Penalty: 3861.468994
	Iteration 52Q: 3 clusters Score -1.859288e+07 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118504 members 
Mstep: Class 2 contains 26055 members 
Entering Unmasked Estep 
Score: -18592922.000000 Penalty: 3861.468994
	Iteration 53Q: 3 clusters Score -1.859292e+07 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119541 members 
Mstep: Class 2 contains 25018 members 
Entering Unmasked Estep 
Score: -18592992.000000 Penalty: 3861.468994
	Iteration 54Q: 3 clusters Score -1.859299e+07 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120611 members 
Mstep: Class 2 contains 23948 members 
Entering Unmasked Estep 
Score: -18593148.000000 Penalty: 3861.468994
	Iteration 55Q: 3 clusters Score -1.859315e+07 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121706 members 
Mstep: Class 2 contains 22853 members 
Entering Unmasked Estep 
Score: -18593236.000000 Penalty: 3861.468994
	Iteration 56Q: 3 clusters Score -1.859324e+07 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122802 members 
Mstep: Class 2 contains 21757 members 
Entering Unmasked Estep 
Score: -18593194.000000 Penalty: 3861.468994
	Iteration 57Q: 3 clusters Score -1.859319e+07 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123930 members 
Mstep: Class 2 contains 20629 members 
Entering Unmasked Estep 
Score: -18593128.000000 Penalty: 3861.468994
	Iteration 58Q: 3 clusters Score -1.859313e+07 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125109 members 
Mstep: Class 2 contains 19450 members 
Entering Unmasked Estep 
Score: -18593152.000000 Penalty: 3861.468994
	Iteration 59Q: 3 clusters Score -1.859315e+07 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126212 members 
Mstep: Class 2 contains 18347 members 
Entering Unmasked Estep 
Score: -18593030.000000 Penalty: 3861.468994
	Iteration 60F: 3 clusters Score -1.859303e+07 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127303 members 
Mstep: Class 2 contains 17256 members 
Entering Unmasked Estep 
Score: -18592932.000000 Penalty: 3861.468994
	Iteration 61Q: 3 clusters Score -1.859293e+07 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128360 members 
Mstep: Class 2 contains 16199 members 
Entering Unmasked Estep 
Score: -18592756.000000 Penalty: 3861.468994
	Iteration 62Q: 3 clusters Score -1.859276e+07 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129401 members 
Mstep: Class 2 contains 15158 members 
Entering Unmasked Estep 
Score: -18592710.000000 Penalty: 3861.468994
	Iteration 63Q: 3 clusters Score -1.859271e+07 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130427 members 
Mstep: Class 2 contains 14132 members 
Entering Unmasked Estep 
Score: -18592626.000000 Penalty: 3861.468994
	Iteration 64Q: 3 clusters Score -1.859263e+07 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131494 members 
Mstep: Class 2 contains 13065 members 
Entering Unmasked Estep 
Score: -18592528.000000 Penalty: 3861.468994
	Iteration 65Q: 3 clusters Score -1.859253e+07 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132546 members 
Mstep: Class 2 contains 12013 members 
Entering Unmasked Estep 
Score: -18592416.000000 Penalty: 3861.468994
	Iteration 66Q: 3 clusters Score -1.859242e+07 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133611 members 
Mstep: Class 2 contains 10948 members 
Entering Unmasked Estep 
Score: -18592378.000000 Penalty: 3861.468994
	Iteration 67Q: 3 clusters Score -1.859238e+07 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134611 members 
Mstep: Class 2 contains 9948 members 
Entering Unmasked Estep 
Score: -18592328.000000 Penalty: 3861.468994
	Iteration 68Q: 3 clusters Score -1.859233e+07 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135594 members 
Mstep: Class 2 contains 8965 members 
Entering Unmasked Estep 
Score: -18592202.000000 Penalty: 3861.468994
	Iteration 69Q: 3 clusters Score -1.85922e+07 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136535 members 
Mstep: Class 2 contains 8024 members 
Entering Unmasked Estep 
Score: -18592218.000000 Penalty: 3861.468994
	Iteration 70Q: 3 clusters Score -1.859222e+07 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137417 members 
Mstep: Class 2 contains 7142 members 
Entering Unmasked Estep 
Score: -18592232.000000 Penalty: 3861.468994
	Iteration 71Q: 3 clusters Score -1.859223e+07 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138219 members 
Mstep: Class 2 contains 6340 members 
Entering Unmasked Estep 
Score: -18592216.000000 Penalty: 3861.468994
	Iteration 72Q: 3 clusters Score -1.859222e+07 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138944 members 
Mstep: Class 2 contains 5615 members 
Entering Unmasked Estep 
Score: -18592190.000000 Penalty: 3861.468994
	Iteration 73Q: 3 clusters Score -1.859219e+07 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139531 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -18592176.000000 Penalty: 3861.468994
	Iteration 74Q: 3 clusters Score -1.859218e+07 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140072 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -18592126.000000 Penalty: 3861.468994
	Iteration 75Q: 3 clusters Score -1.859213e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140535 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -18592088.000000 Penalty: 3861.468994
	Iteration 76Q: 3 clusters Score -1.859209e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140886 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -18592012.000000 Penalty: 3861.468994
	Iteration 77Q: 3 clusters Score -1.859201e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141178 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -18591950.000000 Penalty: 3861.468994
	Iteration 78Q: 3 clusters Score -1.859195e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141408 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -18591946.000000 Penalty: 3861.468994
	Iteration 79Q: 3 clusters Score -1.859195e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141596 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -18591928.000000 Penalty: 3861.468994
	Iteration 80F: 3 clusters Score -1.859193e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141732 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -18591914.000000 Penalty: 3861.468994
	Iteration 81Q: 3 clusters Score -1.859191e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141857 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -18591870.000000 Penalty: 3861.468994
	Iteration 82Q: 3 clusters Score -1.859187e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141960 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -18591846.000000 Penalty: 3861.468994
	Iteration 83Q: 3 clusters Score -1.859185e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142051 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -18591844.000000 Penalty: 3861.468994
	Iteration 84Q: 3 clusters Score -1.859184e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142124 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -18591862.000000 Penalty: 3861.468994
	Iteration 85Q: 3 clusters Score -1.859186e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142193 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -18591822.000000 Penalty: 3861.468994
	Iteration 86Q: 3 clusters Score -1.859182e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142232 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -18591818.000000 Penalty: 3861.468994
	Iteration 87Q: 3 clusters Score -1.859182e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142262 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -18591794.000000 Penalty: 3861.468994
	Iteration 88Q: 3 clusters Score -1.859179e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142292 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -18591792.000000 Penalty: 3861.468994
	Iteration 89Q: 3 clusters Score -1.859179e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142317 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -18591782.000000 Penalty: 3861.468994
	Iteration 90Q: 3 clusters Score -1.859178e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142344 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -18591782.000000 Penalty: 3861.468994
	Iteration 91Q: 3 clusters Score -1.859178e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142367 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -18591778.000000 Penalty: 3861.468994
	Iteration 92Q: 3 clusters Score -1.859178e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142384 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -18591786.000000 Penalty: 3861.468994
	Iteration 93Q: 3 clusters Score -1.859179e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142396 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -18591794.000000 Penalty: 3861.468994
	Iteration 94Q: 3 clusters Score -1.859179e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142408 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -18591808.000000 Penalty: 3861.468994
	Iteration 95Q: 3 clusters Score -1.859181e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142421 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -18591792.000000 Penalty: 3861.468994
	Iteration 96Q: 3 clusters Score -1.859179e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142439 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -18591812.000000 Penalty: 3861.468994
	Iteration 97Q: 3 clusters Score -1.859181e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142454 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -18591794.000000 Penalty: 3861.468994
	Iteration 98Q: 3 clusters Score -1.859179e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142464 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -18591788.000000 Penalty: 3861.468994
	Iteration 99Q: 3 clusters Score -1.859179e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142477 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -18591786.000000 Penalty: 3861.468994
	Iteration 100F: 3 clusters Score -1.859179e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142493 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -18591786.000000 Penalty: 3861.468994
	Iteration 101Q: 3 clusters Score -1.859179e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142503 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -18591792.000000 Penalty: 3861.468994
	Iteration 102Q: 3 clusters Score -1.859179e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142512 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -18591772.000000 Penalty: 3861.468994
	Iteration 103Q: 3 clusters Score -1.859177e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142522 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -18591776.000000 Penalty: 3861.468994
	Iteration 104Q: 3 clusters Score -1.859178e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142531 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -18591776.000000 Penalty: 3861.468994
	Iteration 105Q: 3 clusters Score -1.859178e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142542 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -18591764.000000 Penalty: 3861.468994
	Iteration 106Q: 3 clusters Score -1.859176e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142559 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -18591770.000000 Penalty: 3861.468994
	Iteration 107Q: 3 clusters Score -1.859177e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142581 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -18591748.000000 Penalty: 3861.468994
	Iteration 108Q: 3 clusters Score -1.859175e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142606 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -18591774.000000 Penalty: 3861.468994
	Iteration 109Q: 3 clusters Score -1.859177e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142628 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -18591740.000000 Penalty: 3861.468994
	Iteration 110Q: 3 clusters Score -1.859174e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142639 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -18591750.000000 Penalty: 3861.468994
	Iteration 111Q: 3 clusters Score -1.859175e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142653 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -18591722.000000 Penalty: 3861.468994
	Iteration 112Q: 3 clusters Score -1.859172e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142664 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -18591724.000000 Penalty: 3861.468994
	Iteration 113Q: 3 clusters Score -1.859172e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142672 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -18591712.000000 Penalty: 3861.468994
	Iteration 114Q: 3 clusters Score -1.859171e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142679 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -18591716.000000 Penalty: 3861.468994
	Iteration 115Q: 3 clusters Score -1.859172e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142687 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -18591708.000000 Penalty: 3861.468994
	Iteration 116Q: 3 clusters Score -1.859171e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142695 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -18591712.000000 Penalty: 3861.468994
	Iteration 117Q: 3 clusters Score -1.859171e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142705 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -18591732.000000 Penalty: 3861.468994
	Iteration 118Q: 3 clusters Score -1.859173e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142710 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -18591730.000000 Penalty: 3861.468994
	Iteration 119Q: 3 clusters Score -1.859173e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142715 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -18591736.000000 Penalty: 3861.468994
	Iteration 120F: 3 clusters Score -1.859174e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142717 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -18591742.000000 Penalty: 3861.468994
	Iteration 121Q: 3 clusters Score -1.859174e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142722 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -18591750.000000 Penalty: 3861.468994
	Iteration 122Q: 3 clusters Score -1.859175e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142731 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -18591744.000000 Penalty: 3861.468994
	Iteration 123Q: 3 clusters Score -1.859174e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142738 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -18591754.000000 Penalty: 3861.468994
	Iteration 124Q: 3 clusters Score -1.859175e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142742 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -18591752.000000 Penalty: 3861.468994
	Iteration 125Q: 3 clusters Score -1.859175e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142746 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -18591746.000000 Penalty: 3861.468994
	Iteration 126Q: 3 clusters Score -1.859175e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142750 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -18591748.000000 Penalty: 3861.468994
	Iteration 127Q: 3 clusters Score -1.859175e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142753 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -18591744.000000 Penalty: 3861.468994
	Iteration 128Q: 3 clusters Score -1.859174e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142756 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -18591738.000000 Penalty: 3861.468994
	Iteration 129Q: 3 clusters Score -1.859174e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142757 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -18591736.000000 Penalty: 3861.468994
	Iteration 130Q: 3 clusters Score -1.859174e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142759 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -18591736.000000 Penalty: 3861.468994
	Iteration 131Q: 3 clusters Score -1.859174e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142763 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -18591726.000000 Penalty: 3861.468994
	Iteration 132Q: 3 clusters Score -1.859173e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142767 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -18591724.000000 Penalty: 3861.468994
	Iteration 133Q: 3 clusters Score -1.859172e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142769 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -18591736.000000 Penalty: 3861.468994
	Iteration 134Q: 3 clusters Score -1.859174e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142772 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -18591742.000000 Penalty: 3861.468994
	Iteration 135Q: 3 clusters Score -1.859174e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142777 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -18591730.000000 Penalty: 3861.468994
	Iteration 136Q: 3 clusters Score -1.859173e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142780 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -18591730.000000 Penalty: 3861.468994
	Iteration 137Q: 3 clusters Score -1.859173e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142781 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -18591728.000000 Penalty: 3861.468994
	Iteration 138Q: 3 clusters Score -1.859173e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142781 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -18591728.000000 Penalty: 3861.468994
	Iteration 139F: 3 clusters Score -1.859173e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (29290 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29290 members 
Entering Unmasked Estep 
Score: -3705036.500000 Penalty: 1671.312744
	Iteration 0F: 2 clusters Score -3705036 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14505 members 
Mstep: Class 2 contains 14785 members 
Entering Unmasked Estep 
Score: -3685368.000000 Penalty: 3342.625488
	Iteration 0F: 3 clusters Score -3685368 nChanged 13358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13289 members 
Mstep: Class 2 contains 16001 members 
Entering Unmasked Estep 
Score: -3692927.000000 Penalty: 3342.625488
	Iteration 1F: 3 clusters Score -3692927 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12468 members 
Mstep: Class 2 contains 16822 members 
Entering Unmasked Estep 
Score: -3693620.250000 Penalty: 3342.625488
	Iteration 2F: 3 clusters Score -3693620 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11422 members 
Mstep: Class 2 contains 17868 members 
Entering Unmasked Estep 
Score: -3694495.750000 Penalty: 3342.625488
	Iteration 3F: 3 clusters Score -3694496 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10078 members 
Mstep: Class 2 contains 19212 members 
Entering Unmasked Estep 
Score: -3695592.250000 Penalty: 3342.625488
	Iteration 4F: 3 clusters Score -3695592 nChanged 2002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8442 members 
Mstep: Class 2 contains 20848 members 
Entering Unmasked Estep 
Score: -3696998.000000 Penalty: 3342.625488
	Iteration 5F: 3 clusters Score -3696998 nChanged 2000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6714 members 
Mstep: Class 2 contains 22576 members 
Entering Unmasked Estep 
Score: -3698583.750000 Penalty: 3342.625488
	Iteration 6F: 3 clusters Score -3698584 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 24139 members 
Entering Unmasked Estep 
Score: -3700208.500000 Penalty: 3342.625488
	Iteration 7F: 3 clusters Score -3700208 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 25325 members 
Entering Unmasked Estep 
Score: -3701534.500000 Penalty: 3342.625488
	Iteration 8Q: 3 clusters Score -3701534 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 26033 members 
Entering Unmasked Estep 
Score: -3702397.500000 Penalty: 3342.625488
	Iteration 9Q: 3 clusters Score -3702398 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 26459 members 
Entering Unmasked Estep 
Score: -3702855.750000 Penalty: 3342.625488
	Iteration 10Q: 3 clusters Score -3702856 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 26751 members 
Entering Unmasked Estep 
Score: -3703145.500000 Penalty: 3342.625488
	Iteration 11Q: 3 clusters Score -3703146 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 27006 members 
Entering Unmasked Estep 
Score: -3703344.000000 Penalty: 3342.625488
	Iteration 12Q: 3 clusters Score -3703344 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 27176 members 
Entering Unmasked Estep 
Score: -3703453.000000 Penalty: 3342.625488
	Iteration 13Q: 3 clusters Score -3703453 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 27325 members 
Entering Unmasked Estep 
Score: -3703527.000000 Penalty: 3342.625488
	Iteration 14Q: 3 clusters Score -3703527 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 27420 members 
Entering Unmasked Estep 
Score: -3703567.000000 Penalty: 3342.625488
	Iteration 15Q: 3 clusters Score -3703567 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 27512 members 
Entering Unmasked Estep 
Score: -3703605.250000 Penalty: 3342.625488
	Iteration 16Q: 3 clusters Score -3703605 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 27591 members 
Entering Unmasked Estep 
Score: -3703643.250000 Penalty: 3342.625488
	Iteration 17Q: 3 clusters Score -3703643 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 27655 members 
Entering Unmasked Estep 
Score: -3703675.250000 Penalty: 3342.625488
	Iteration 18Q: 3 clusters Score -3703675 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 27717 members 
Entering Unmasked Estep 
Score: -3703691.000000 Penalty: 3342.625488
	Iteration 19Q: 3 clusters Score -3703691 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 27759 members 
Entering Unmasked Estep 
Score: -3703699.750000 Penalty: 3342.625488
	Iteration 20F: 3 clusters Score -3703700 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 27812 members 
Entering Unmasked Estep 
Score: -3703721.750000 Penalty: 3342.625488
	Iteration 21Q: 3 clusters Score -3703722 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 27863 members 
Entering Unmasked Estep 
Score: -3703733.750000 Penalty: 3342.625488
	Iteration 22Q: 3 clusters Score -3703734 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 27903 members 
Entering Unmasked Estep 
Score: -3703746.000000 Penalty: 3342.625488
	Iteration 23Q: 3 clusters Score -3703746 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 27937 members 
Entering Unmasked Estep 
Score: -3703754.500000 Penalty: 3342.625488
	Iteration 24Q: 3 clusters Score -3703754 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 27962 members 
Entering Unmasked Estep 
Score: -3703768.000000 Penalty: 3342.625488
	Iteration 25Q: 3 clusters Score -3703768 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 27981 members 
Entering Unmasked Estep 
Score: -3703772.500000 Penalty: 3342.625488
	Iteration 26Q: 3 clusters Score -3703772 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 27994 members 
Entering Unmasked Estep 
Score: -3703779.000000 Penalty: 3342.625488
	Iteration 27Q: 3 clusters Score -3703779 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 28004 members 
Entering Unmasked Estep 
Score: -3703781.000000 Penalty: 3342.625488
	Iteration 28Q: 3 clusters Score -3703781 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 28011 members 
Entering Unmasked Estep 
Score: -3703782.000000 Penalty: 3342.625488
	Iteration 29Q: 3 clusters Score -3703782 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 28017 members 
Entering Unmasked Estep 
Score: -3703784.750000 Penalty: 3342.625488
	Iteration 30Q: 3 clusters Score -3703785 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 28021 members 
Entering Unmasked Estep 
Score: -3703784.250000 Penalty: 3342.625488
	Iteration 31Q: 3 clusters Score -3703784 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 28025 members 
Entering Unmasked Estep 
Score: -3703782.250000 Penalty: 3342.625488
	Iteration 32Q: 3 clusters Score -3703782 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 28031 members 
Entering Unmasked Estep 
Score: -3703778.250000 Penalty: 3342.625488
	Iteration 33Q: 3 clusters Score -3703778 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 28033 members 
Entering Unmasked Estep 
Score: -3703780.000000 Penalty: 3342.625488
	Iteration 34Q: 3 clusters Score -3703780 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 28035 members 
Entering Unmasked Estep 
Score: -3703780.500000 Penalty: 3342.625488
	Iteration 35Q: 3 clusters Score -3703780 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 28035 members 
Entering Unmasked Estep 
Score: -3703780.500000 Penalty: 3342.625488
	Iteration 36F: 3 clusters Score -3703780 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (2938 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Entering Unmasked Estep 
Score: -361934.687500 Penalty: 1297.641113
	Iteration 0F: 2 clusters Score -361934.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -359209.343750 Penalty: 2595.282227
	Iteration 0F: 3 clusters Score -359209.3 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -359868.843750 Penalty: 2595.282227
	Iteration 1F: 3 clusters Score -359868.8 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -360009.062500 Penalty: 2595.282227
	Iteration 2F: 3 clusters Score -360009.1 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -360124.031250 Penalty: 2595.282227
	Iteration 3F: 3 clusters Score -360124 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -360243.125000 Penalty: 2595.282227
	Iteration 4F: 3 clusters Score -360243.1 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -360353.812500 Penalty: 2595.282227
	Iteration 5Q: 3 clusters Score -360353.8 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -360470.968750 Penalty: 2595.282227
	Iteration 6Q: 3 clusters Score -360471 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -360571.875000 Penalty: 2595.282227
	Iteration 7Q: 3 clusters Score -360571.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -360656.000000 Penalty: 2595.282227
	Iteration 8Q: 3 clusters Score -360656 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -360739.187500 Penalty: 2595.282227
	Iteration 9Q: 3 clusters Score -360739.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -360789.812500 Penalty: 2595.282227
	Iteration 10Q: 3 clusters Score -360789.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -360822.312500 Penalty: 2595.282227
	Iteration 11Q: 3 clusters Score -360822.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -360842.812500 Penalty: 2595.282227
	Iteration 12Q: 3 clusters Score -360842.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -360855.031250 Penalty: 2595.282227
	Iteration 13Q: 3 clusters Score -360855 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -360864.406250 Penalty: 2595.282227
	Iteration 14Q: 3 clusters Score -360864.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -360873.125000 Penalty: 2595.282227
	Iteration 15Q: 3 clusters Score -360873.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -360879.218750 Penalty: 2595.282227
	Iteration 16Q: 3 clusters Score -360879.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -360885.781250 Penalty: 2595.282227
	Iteration 17Q: 3 clusters Score -360885.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -360891.218750 Penalty: 2595.282227
	Iteration 18Q: 3 clusters Score -360891.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -360896.406250 Penalty: 2595.282227
	Iteration 19Q: 3 clusters Score -360896.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -360900.375000 Penalty: 2595.282227
	Iteration 20F: 3 clusters Score -360900.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -360901.250000 Penalty: 2595.282227
	Iteration 21Q: 3 clusters Score -360901.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -360903.406250 Penalty: 2595.282227
	Iteration 22Q: 3 clusters Score -360903.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -360904.281250 Penalty: 2595.282227
	Iteration 23Q: 3 clusters Score -360904.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -360904.281250 Penalty: 2595.282227
	Iteration 24F: 3 clusters Score -360904.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 8916 members 
Mstep: Class 3 contains 100439 members 
Mstep: Class 4 contains 10465 members 
Mstep: Class 5 contains 2248 members 
Mstep: Class 6 contains 24589 members 
Mstep: Class 7 contains 13969 members 
Mstep: Class 8 contains 8114 members 
Mstep: Class 9 contains 18211 members 
Mstep: Class 10 contains 9487 members 
Mstep: Class 11 contains 9025 members 
Mstep: Class 12 contains 3231 members 
Mstep: Class 13 contains 17957 members 
Mstep: Class 14 contains 38377 members 
Mstep: Class 15 contains 39371 members 
Mstep: Class 16 contains 3743 members 
Mstep: Class 17 contains 5823 members 
Mstep: Class 18 contains 47443 members 
Mstep: Class 19 contains 3485 members 
Mstep: Class 20 contains 3187 members 
Mstep: Class 21 contains 1108 members 
Mstep: Class 22 contains 3316 members 
Mstep: Class 23 contains 43895 members 
Mstep: Class 24 contains 13014 members 
Mstep: Class 25 contains 12667 members 
Mstep: Class 26 contains 2892 members 
Mstep: Class 27 contains 10292 members 
Mstep: Class 28 contains 2334 members 
Mstep: Class 29 contains 25528 members 
Mstep: Class 30 contains 35845 members 
Mstep: Class 31 contains 4577 members 
Mstep: Class 32 contains 23748 members 
Mstep: Class 33 contains 12307 members 
Mstep: Class 34 contains 6105 members 
Mstep: Class 35 contains 4672 members 
Mstep: Class 36 contains 2379 members 
Mstep: Class 37 contains 17832 members 
Mstep: Class 38 contains 8799 members 
Mstep: Class 39 contains 4993 members 
Mstep: Class 40 contains 14622 members 
Mstep: Class 41 contains 10860 members 
Mstep: Class 42 contains 13472 members 
Mstep: Class 43 contains 144559 members 
Mstep: Class 44 contains 29290 members 
Mstep: Class 45 contains 2938 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100314584.000000 Penalty: 99580.367188
Iteration 279Q: 46 clusters Score -1.003146e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 8916 members 
Mstep: Class 3 contains 100439 members 
Mstep: Class 4 contains 10465 members 
Mstep: Class 5 contains 2248 members 
Mstep: Class 6 contains 24588 members 
Mstep: Class 7 contains 13972 members 
Mstep: Class 8 contains 8114 members 
Mstep: Class 9 contains 18211 members 
Mstep: Class 10 contains 9487 members 
Mstep: Class 11 contains 9025 members 
Mstep: Class 12 contains 3231 members 
Mstep: Class 13 contains 17957 members 
Mstep: Class 14 contains 38377 members 
Mstep: Class 15 contains 39372 members 
Mstep: Class 16 contains 3743 members 
Mstep: Class 17 contains 5823 members 
Mstep: Class 18 contains 47443 members 
Mstep: Class 19 contains 3485 members 
Mstep: Class 20 contains 3187 members 
Mstep: Class 21 contains 1108 members 
Mstep: Class 22 contains 3316 members 
Mstep: Class 23 contains 43895 members 
Mstep: Class 24 contains 13014 members 
Mstep: Class 25 contains 12667 members 
Mstep: Class 26 contains 2892 members 
Mstep: Class 27 contains 10292 members 
Mstep: Class 28 contains 2334 members 
Mstep: Class 29 contains 25528 members 
Mstep: Class 30 contains 35842 members 
Mstep: Class 31 contains 4577 members 
Mstep: Class 32 contains 23748 members 
Mstep: Class 33 contains 12307 members 
Mstep: Class 34 contains 6105 members 
Mstep: Class 35 contains 4672 members 
Mstep: Class 36 contains 2379 members 
Mstep: Class 37 contains 17832 members 
Mstep: Class 38 contains 8799 members 
Mstep: Class 39 contains 4992 members 
Mstep: Class 40 contains 14622 members 
Mstep: Class 41 contains 10860 members 
Mstep: Class 42 contains 13472 members 
Mstep: Class 43 contains 144559 members 
Mstep: Class 44 contains 29291 members 
Mstep: Class 45 contains 2938 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100314552.000000 Penalty: 99580.367188
Iteration 280F: 46 clusters Score -1.003146e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 8916 members 
Mstep: Class 3 contains 100440 members 
Mstep: Class 4 contains 10465 members 
Mstep: Class 5 contains 2248 members 
Mstep: Class 6 contains 24588 members 
Mstep: Class 7 contains 13971 members 
Mstep: Class 8 contains 8114 members 
Mstep: Class 9 contains 18211 members 
Mstep: Class 10 contains 9487 members 
Mstep: Class 11 contains 9025 members 
Mstep: Class 12 contains 3231 members 
Mstep: Class 13 contains 17957 members 
Mstep: Class 14 contains 38376 members 
Mstep: Class 15 contains 39373 members 
Mstep: Class 16 contains 3743 members 
Mstep: Class 17 contains 5823 members 
Mstep: Class 18 contains 47444 members 
Mstep: Class 19 contains 3485 members 
Mstep: Class 20 contains 3187 members 
Mstep: Class 21 contains 1108 members 
Mstep: Class 22 contains 3316 members 
Mstep: Class 23 contains 43895 members 
Mstep: Class 24 contains 13014 members 
Mstep: Class 25 contains 12667 members 
Mstep: Class 26 contains 2892 members 
Mstep: Class 27 contains 10292 members 
Mstep: Class 28 contains 2334 members 
Mstep: Class 29 contains 25528 members 
Mstep: Class 30 contains 35841 members 
Mstep: Class 31 contains 4577 members 
Mstep: Class 32 contains 23748 members 
Mstep: Class 33 contains 12307 members 
Mstep: Class 34 contains 6105 members 
Mstep: Class 35 contains 4672 members 
Mstep: Class 36 contains 2379 members 
Mstep: Class 37 contains 17832 members 
Mstep: Class 38 contains 8799 members 
Mstep: Class 39 contains 4992 members 
Mstep: Class 40 contains 14622 members 
Mstep: Class 41 contains 10860 members 
Mstep: Class 42 contains 13472 members 
Mstep: Class 43 contains 144559 members 
Mstep: Class 44 contains 29291 members 
Mstep: Class 45 contains 2938 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100314560.000000 Penalty: 99580.367188
Iteration 281Q: 46 clusters Score -1.003146e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 8916 members 
Mstep: Class 3 contains 100440 members 
Mstep: Class 4 contains 10465 members 
Mstep: Class 5 contains 2248 members 
Mstep: Class 6 contains 24588 members 
Mstep: Class 7 contains 13972 members 
Mstep: Class 8 contains 8114 members 
Mstep: Class 9 contains 18210 members 
Mstep: Class 10 contains 9487 members 
Mstep: Class 11 contains 9027 members 
Mstep: Class 12 contains 3231 members 
Mstep: Class 13 contains 17957 members 
Mstep: Class 14 contains 38376 members 
Mstep: Class 15 contains 39372 members 
Mstep: Class 16 contains 3743 members 
Mstep: Class 17 contains 5823 members 
Mstep: Class 18 contains 47444 members 
Mstep: Class 19 contains 3485 members 
Mstep: Class 20 contains 3187 members 
Mstep: Class 21 contains 1108 members 
Mstep: Class 22 contains 3316 members 
Mstep: Class 23 contains 43895 members 
Mstep: Class 24 contains 13014 members 
Mstep: Class 25 contains 12667 members 
Mstep: Class 26 contains 2892 members 
Mstep: Class 27 contains 10292 members 
Mstep: Class 28 contains 2334 members 
Mstep: Class 29 contains 25528 members 
Mstep: Class 30 contains 35839 members 
Mstep: Class 31 contains 4577 members 
Mstep: Class 32 contains 23748 members 
Mstep: Class 33 contains 12307 members 
Mstep: Class 34 contains 6105 members 
Mstep: Class 35 contains 4672 members 
Mstep: Class 36 contains 2379 members 
Mstep: Class 37 contains 17832 members 
Mstep: Class 38 contains 8799 members 
Mstep: Class 39 contains 4992 members 
Mstep: Class 40 contains 14622 members 
Mstep: Class 41 contains 10860 members 
Mstep: Class 42 contains 13472 members 
Mstep: Class 43 contains 144559 members 
Mstep: Class 44 contains 29292 members 
Mstep: Class 45 contains 2938 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100314592.000000 Penalty: 99580.367188
Iteration 282Q: 46 clusters Score -1.003146e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 8916 members 
Mstep: Class 3 contains 100440 members 
Mstep: Class 4 contains 10465 members 
Mstep: Class 5 contains 2248 members 
Mstep: Class 6 contains 24588 members 
Mstep: Class 7 contains 13973 members 
Mstep: Class 8 contains 8114 members 
Mstep: Class 9 contains 18210 members 
Mstep: Class 10 contains 9487 members 
Mstep: Class 11 contains 9027 members 
Mstep: Class 12 contains 3231 members 
Mstep: Class 13 contains 17957 members 
Mstep: Class 14 contains 38376 members 
Mstep: Class 15 contains 39372 members 
Mstep: Class 16 contains 3743 members 
Mstep: Class 17 contains 5823 members 
Mstep: Class 18 contains 47444 members 
Mstep: Class 19 contains 3485 members 
Mstep: Class 20 contains 3187 members 
Mstep: Class 21 contains 1108 members 
Mstep: Class 22 contains 3316 members 
Mstep: Class 23 contains 43895 members 
Mstep: Class 24 contains 13014 members 
Mstep: Class 25 contains 12667 members 
Mstep: Class 26 contains 2892 members 
Mstep: Class 27 contains 10292 members 
Mstep: Class 28 contains 2334 members 
Mstep: Class 29 contains 25528 members 
Mstep: Class 30 contains 35838 members 
Mstep: Class 31 contains 4577 members 
Mstep: Class 32 contains 23748 members 
Mstep: Class 33 contains 12307 members 
Mstep: Class 34 contains 6105 members 
Mstep: Class 35 contains 4672 members 
Mstep: Class 36 contains 2379 members 
Mstep: Class 37 contains 17832 members 
Mstep: Class 38 contains 8799 members 
Mstep: Class 39 contains 4992 members 
Mstep: Class 40 contains 14622 members 
Mstep: Class 41 contains 10860 members 
Mstep: Class 42 contains 13472 members 
Mstep: Class 43 contains 144559 members 
Mstep: Class 44 contains 29292 members 
Mstep: Class 45 contains 2938 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100314568.000000 Penalty: 99580.367188
Iteration 283Q: 46 clusters Score -1.003146e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 8916 members 
Mstep: Class 3 contains 100440 members 
Mstep: Class 4 contains 10465 members 
Mstep: Class 5 contains 2248 members 
Mstep: Class 6 contains 24588 members 
Mstep: Class 7 contains 13974 members 
Mstep: Class 8 contains 8114 members 
Mstep: Class 9 contains 18210 members 
Mstep: Class 10 contains 9487 members 
Mstep: Class 11 contains 9027 members 
Mstep: Class 12 contains 3231 members 
Mstep: Class 13 contains 17957 members 
Mstep: Class 14 contains 38376 members 
Mstep: Class 15 contains 39372 members 
Mstep: Class 16 contains 3743 members 
Mstep: Class 17 contains 5823 members 
Mstep: Class 18 contains 47444 members 
Mstep: Class 19 contains 3485 members 
Mstep: Class 20 contains 3187 members 
Mstep: Class 21 contains 1108 members 
Mstep: Class 22 contains 3316 members 
Mstep: Class 23 contains 43895 members 
Mstep: Class 24 contains 13014 members 
Mstep: Class 25 contains 12667 members 
Mstep: Class 26 contains 2892 members 
Mstep: Class 27 contains 10292 members 
Mstep: Class 28 contains 2334 members 
Mstep: Class 29 contains 25528 members 
Mstep: Class 30 contains 35837 members 
Mstep: Class 31 contains 4577 members 
Mstep: Class 32 contains 23748 members 
Mstep: Class 33 contains 12307 members 
Mstep: Class 34 contains 6104 members 
Mstep: Class 35 contains 4672 members 
Mstep: Class 36 contains 2379 members 
Mstep: Class 37 contains 17832 members 
Mstep: Class 38 contains 8799 members 
Mstep: Class 39 contains 4992 members 
Mstep: Class 40 contains 14622 members 
Mstep: Class 41 contains 10860 members 
Mstep: Class 42 contains 13472 members 
Mstep: Class 43 contains 144560 members 
Mstep: Class 44 contains 29292 members 
Mstep: Class 45 contains 2938 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100314552.000000 Penalty: 99580.367188
Iteration 284Q: 46 clusters Score -1.003146e+08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 8916 members 
Mstep: Class 3 contains 100440 members 
Mstep: Class 4 contains 10465 members 
Mstep: Class 5 contains 2248 members 
Mstep: Class 6 contains 24588 members 
Mstep: Class 7 contains 13974 members 
Mstep: Class 8 contains 8114 members 
Mstep: Class 9 contains 18210 members 
Mstep: Class 10 contains 9487 members 
Mstep: Class 11 contains 9027 members 
Mstep: Class 12 contains 3231 members 
Mstep: Class 13 contains 17957 members 
Mstep: Class 14 contains 38376 members 
Mstep: Class 15 contains 39372 members 
Mstep: Class 16 contains 3743 members 
Mstep: Class 17 contains 5823 members 
Mstep: Class 18 contains 47444 members 
Mstep: Class 19 contains 3485 members 
Mstep: Class 20 contains 3187 members 
Mstep: Class 21 contains 1108 members 
Mstep: Class 22 contains 3316 members 
Mstep: Class 23 contains 43895 members 
Mstep: Class 24 contains 13014 members 
Mstep: Class 25 contains 12667 members 
Mstep: Class 26 contains 2892 members 
Mstep: Class 27 contains 10292 members 
Mstep: Class 28 contains 2334 members 
Mstep: Class 29 contains 25528 members 
Mstep: Class 30 contains 35837 members 
Mstep: Class 31 contains 4577 members 
Mstep: Class 32 contains 23748 members 
Mstep: Class 33 contains 12307 members 
Mstep: Class 34 contains 6104 members 
Mstep: Class 35 contains 4672 members 
Mstep: Class 36 contains 2379 members 
Mstep: Class 37 contains 17832 members 
Mstep: Class 38 contains 8799 members 
Mstep: Class 39 contains 4992 members 
Mstep: Class 40 contains 14622 members 
Mstep: Class 41 contains 10860 members 
Mstep: Class 42 contains 13472 members 
Mstep: Class 43 contains 144560 members 
Mstep: Class 44 contains 29292 members 
Mstep: Class 45 contains 2938 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100314552.000000 Penalty: 99580.367188
Iteration 285F: 46 clusters Score -1.003146e+08 nChanged 0
Entering ConstructFrom: 
Score: -100314552.000000 Penalty: 99580.367188
Entering ConstructFrom: 
Trying to split cluster 1 (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: -48344.582031 Penalty: 993.113464
	Iteration 0F: 2 clusters Score -48344.58 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 220 members 
Entering Unmasked Estep 
Score: -47407.566406 Penalty: 1986.226929
	Iteration 0F: 3 clusters Score -47407.57 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -47618.796875 Penalty: 1986.226929
	Iteration 1F: 3 clusters Score -47618.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -47720.605469 Penalty: 1986.226929
	Iteration 2F: 3 clusters Score -47720.61 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -47787.511719 Penalty: 1986.226929
	Iteration 3Q: 3 clusters Score -47787.51 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -47817.109375 Penalty: 1986.226929
	Iteration 4Q: 3 clusters Score -47817.11 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -47831.332031 Penalty: 1986.226929
	Iteration 5Q: 3 clusters Score -47831.33 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -47844.796875 Penalty: 1986.226929
	Iteration 6Q: 3 clusters Score -47844.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -47852.902344 Penalty: 1986.226929
	Iteration 7Q: 3 clusters Score -47852.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -47856.523438 Penalty: 1986.226929
	Iteration 8Q: 3 clusters Score -47856.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -47859.527344 Penalty: 1986.226929
	Iteration 9Q: 3 clusters Score -47859.53 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -47862.109375 Penalty: 1986.226929
	Iteration 10Q: 3 clusters Score -47862.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -47873.453125 Penalty: 1986.226929
	Iteration 11Q: 3 clusters Score -47873.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -47881.683594 Penalty: 1986.226929
	Iteration 12Q: 3 clusters Score -47881.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -47886.738281 Penalty: 1986.226929
	Iteration 13Q: 3 clusters Score -47886.74 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -47892.003906 Penalty: 1986.226929
	Iteration 14Q: 3 clusters Score -47892 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -47893.968750 Penalty: 1986.226929
	Iteration 15Q: 3 clusters Score -47893.97 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -47898.699219 Penalty: 1986.226929
	Iteration 16Q: 3 clusters Score -47898.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -47899.750000 Penalty: 1986.226929
	Iteration 17Q: 3 clusters Score -47899.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -47900.656250 Penalty: 1986.226929
	Iteration 18Q: 3 clusters Score -47900.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -47900.656250 Penalty: 1986.226929
	Iteration 19F: 3 clusters Score -47900.66 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (8916 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8916 members 
Entering Unmasked Estep 
Score: -1114699.250000 Penalty: 1478.035522
	Iteration 0F: 2 clusters Score -1114699 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -1108277.625000 Penalty: 2956.071045
	Iteration 0F: 3 clusters Score -1108278 nChanged 3836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -1110588.125000 Penalty: 2956.071045
	Iteration 1F: 3 clusters Score -1110588 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5261 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -1111118.250000 Penalty: 2956.071045
	Iteration 2F: 3 clusters Score -1111118 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5611 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -1111613.125000 Penalty: 2956.071045
	Iteration 3F: 3 clusters Score -1111613 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5932 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -1112020.750000 Penalty: 2956.071045
	Iteration 4F: 3 clusters Score -1112021 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6194 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -1112332.375000 Penalty: 2956.071045
	Iteration 5F: 3 clusters Score -1112332 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6384 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -1112541.500000 Penalty: 2956.071045
	Iteration 6Q: 3 clusters Score -1112542 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6521 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -1112667.500000 Penalty: 2956.071045
	Iteration 7Q: 3 clusters Score -1112668 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6616 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -1112750.500000 Penalty: 2956.071045
	Iteration 8Q: 3 clusters Score -1112750 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6702 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -1112807.500000 Penalty: 2956.071045
	Iteration 9Q: 3 clusters Score -1112808 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6761 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -1112840.625000 Penalty: 2956.071045
	Iteration 10Q: 3 clusters Score -1112841 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6805 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -1112865.250000 Penalty: 2956.071045
	Iteration 11Q: 3 clusters Score -1112865 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6842 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -1112881.375000 Penalty: 2956.071045
	Iteration 12Q: 3 clusters Score -1112881 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6873 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -1112894.250000 Penalty: 2956.071045
	Iteration 13Q: 3 clusters Score -1112894 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6905 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -1112907.125000 Penalty: 2956.071045
	Iteration 14Q: 3 clusters Score -1112907 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6930 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -1112920.875000 Penalty: 2956.071045
	Iteration 15Q: 3 clusters Score -1112921 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6952 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -1112931.125000 Penalty: 2956.071045
	Iteration 16Q: 3 clusters Score -1112931 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6967 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -1112937.750000 Penalty: 2956.071045
	Iteration 17Q: 3 clusters Score -1112938 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6980 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -1112942.750000 Penalty: 2956.071045
	Iteration 18Q: 3 clusters Score -1112943 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6995 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -1112951.125000 Penalty: 2956.071045
	Iteration 19Q: 3 clusters Score -1112951 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7019 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -1112958.500000 Penalty: 2956.071045
	Iteration 20F: 3 clusters Score -1112958 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7039 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -1112965.750000 Penalty: 2956.071045
	Iteration 21Q: 3 clusters Score -1112966 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7063 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -1112976.375000 Penalty: 2956.071045
	Iteration 22Q: 3 clusters Score -1112976 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7074 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -1112979.125000 Penalty: 2956.071045
	Iteration 23Q: 3 clusters Score -1112979 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7086 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -1112979.750000 Penalty: 2956.071045
	Iteration 24Q: 3 clusters Score -1112980 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7093 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -1112982.875000 Penalty: 2956.071045
	Iteration 25Q: 3 clusters Score -1112983 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7103 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -1112985.125000 Penalty: 2956.071045
	Iteration 26Q: 3 clusters Score -1112985 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7113 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -1112989.750000 Penalty: 2956.071045
	Iteration 27Q: 3 clusters Score -1112990 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7129 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -1112998.625000 Penalty: 2956.071045
	Iteration 28Q: 3 clusters Score -1112999 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7148 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -1113003.875000 Penalty: 2956.071045
	Iteration 29Q: 3 clusters Score -1113004 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7166 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -1113010.500000 Penalty: 2956.071045
	Iteration 30Q: 3 clusters Score -1113010 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7190 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -1113020.375000 Penalty: 2956.071045
	Iteration 31Q: 3 clusters Score -1113020 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7214 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -1113031.500000 Penalty: 2956.071045
	Iteration 32Q: 3 clusters Score -1113032 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7245 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -1113054.500000 Penalty: 2956.071045
	Iteration 33Q: 3 clusters Score -1113054 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7284 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -1113090.625000 Penalty: 2956.071045
	Iteration 34Q: 3 clusters Score -1113091 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7330 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -1113161.750000 Penalty: 2956.071045
	Iteration 35Q: 3 clusters Score -1113162 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7386 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -1113268.125000 Penalty: 2956.071045
	Iteration 36Q: 3 clusters Score -1113268 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7464 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -1113391.125000 Penalty: 2956.071045
	Iteration 37Q: 3 clusters Score -1113391 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7537 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -1113491.750000 Penalty: 2956.071045
	Iteration 38Q: 3 clusters Score -1113492 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7601 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -1113565.125000 Penalty: 2956.071045
	Iteration 39Q: 3 clusters Score -1113565 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7640 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -1113599.000000 Penalty: 2956.071045
	Iteration 40F: 3 clusters Score -1113599 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7671 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -1113619.500000 Penalty: 2956.071045
	Iteration 41Q: 3 clusters Score -1113620 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7691 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -1113626.500000 Penalty: 2956.071045
	Iteration 42Q: 3 clusters Score -1113626 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7707 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -1113636.750000 Penalty: 2956.071045
	Iteration 43Q: 3 clusters Score -1113637 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7720 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -1113642.500000 Penalty: 2956.071045
	Iteration 44Q: 3 clusters Score -1113642 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7737 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -1113652.250000 Penalty: 2956.071045
	Iteration 45Q: 3 clusters Score -1113652 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7751 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -1113656.875000 Penalty: 2956.071045
	Iteration 46Q: 3 clusters Score -1113657 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7757 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -1113658.000000 Penalty: 2956.071045
	Iteration 47Q: 3 clusters Score -1113658 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7761 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -1113659.250000 Penalty: 2956.071045
	Iteration 48Q: 3 clusters Score -1113659 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7765 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -1113660.000000 Penalty: 2956.071045
	Iteration 49Q: 3 clusters Score -1113660 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7774 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -1113664.625000 Penalty: 2956.071045
	Iteration 50Q: 3 clusters Score -1113665 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7782 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -1113667.375000 Penalty: 2956.071045
	Iteration 51Q: 3 clusters Score -1113667 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7790 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -1113668.500000 Penalty: 2956.071045
	Iteration 52Q: 3 clusters Score -1113668 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7794 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -1113670.625000 Penalty: 2956.071045
	Iteration 53Q: 3 clusters Score -1113671 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7798 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -1113675.375000 Penalty: 2956.071045
	Iteration 54Q: 3 clusters Score -1113675 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7801 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -1113676.500000 Penalty: 2956.071045
	Iteration 55Q: 3 clusters Score -1113676 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7805 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -1113677.125000 Penalty: 2956.071045
	Iteration 56Q: 3 clusters Score -1113677 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7809 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -1113677.750000 Penalty: 2956.071045
	Iteration 57Q: 3 clusters Score -1113678 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7813 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -1113680.250000 Penalty: 2956.071045
	Iteration 58Q: 3 clusters Score -1113680 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7816 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -1113678.625000 Penalty: 2956.071045
	Iteration 59Q: 3 clusters Score -1113679 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7817 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -1113678.875000 Penalty: 2956.071045
	Iteration 60F: 3 clusters Score -1113679 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7818 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -1113679.625000 Penalty: 2956.071045
	Iteration 61Q: 3 clusters Score -1113680 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7818 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -1113679.625000 Penalty: 2956.071045
	Iteration 62F: 3 clusters Score -1113680 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (100440 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100440 members 
Entering Unmasked Estep 
Score: -12666015.000000 Penalty: 1871.563843
	Iteration 0F: 2 clusters Score -1.266602e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50043 members 
Mstep: Class 2 contains 50397 members 
Entering Unmasked Estep 
Score: -12599336.000000 Penalty: 3743.127686
	Iteration 0F: 3 clusters Score -1.259934e+07 nChanged 47934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46595 members 
Mstep: Class 2 contains 53845 members 
Entering Unmasked Estep 
Score: -12627378.000000 Penalty: 3743.127686
	Iteration 1F: 3 clusters Score -1.262738e+07 nChanged 4415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44074 members 
Mstep: Class 2 contains 56366 members 
Entering Unmasked Estep 
Score: -12629145.000000 Penalty: 3743.127686
	Iteration 2Q: 3 clusters Score -1.262914e+07 nChanged 5636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40170 members 
Mstep: Class 2 contains 60270 members 
Entering Unmasked Estep 
Score: -12632121.000000 Penalty: 3743.127686
	Iteration 3F: 3 clusters Score -1.263212e+07 nChanged 7006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34830 members 
Mstep: Class 2 contains 65610 members 
Entering Unmasked Estep 
Score: -12636843.000000 Penalty: 3743.127686
	Iteration 4F: 3 clusters Score -1.263684e+07 nChanged 7920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28730 members 
Mstep: Class 2 contains 71710 members 
Entering Unmasked Estep 
Score: -12642518.000000 Penalty: 3743.127686
	Iteration 5F: 3 clusters Score -1.264252e+07 nChanged 7190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23064 members 
Mstep: Class 2 contains 77376 members 
Entering Unmasked Estep 
Score: -12647806.000000 Penalty: 3743.127686
	Iteration 6F: 3 clusters Score -1.264781e+07 nChanged 5735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18457 members 
Mstep: Class 2 contains 81983 members 
Entering Unmasked Estep 
Score: -12651812.000000 Penalty: 3743.127686
	Iteration 7F: 3 clusters Score -1.265181e+07 nChanged 4191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14984 members 
Mstep: Class 2 contains 85456 members 
Entering Unmasked Estep 
Score: -12655098.000000 Penalty: 3743.127686
	Iteration 8Q: 3 clusters Score -1.26551e+07 nChanged 3003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12579 members 
Mstep: Class 2 contains 87861 members 
Entering Unmasked Estep 
Score: -12657748.000000 Penalty: 3743.127686
	Iteration 9Q: 3 clusters Score -1.265775e+07 nChanged 2251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11076 members 
Mstep: Class 2 contains 89364 members 
Entering Unmasked Estep 
Score: -12659590.000000 Penalty: 3743.127686
	Iteration 10Q: 3 clusters Score -1.265959e+07 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10154 members 
Mstep: Class 2 contains 90286 members 
Entering Unmasked Estep 
Score: -12660639.000000 Penalty: 3743.127686
	Iteration 11Q: 3 clusters Score -1.266064e+07 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9490 members 
Mstep: Class 2 contains 90950 members 
Entering Unmasked Estep 
Score: -12661350.000000 Penalty: 3743.127686
	Iteration 12Q: 3 clusters Score -1.266135e+07 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8947 members 
Mstep: Class 2 contains 91493 members 
Entering Unmasked Estep 
Score: -12661785.000000 Penalty: 3743.127686
	Iteration 13Q: 3 clusters Score -1.266178e+07 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8424 members 
Mstep: Class 2 contains 92016 members 
Entering Unmasked Estep 
Score: -12662206.000000 Penalty: 3743.127686
	Iteration 14Q: 3 clusters Score -1.266221e+07 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7955 members 
Mstep: Class 2 contains 92485 members 
Entering Unmasked Estep 
Score: -12662537.000000 Penalty: 3743.127686
	Iteration 15Q: 3 clusters Score -1.266254e+07 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7528 members 
Mstep: Class 2 contains 92912 members 
Entering Unmasked Estep 
Score: -12662823.000000 Penalty: 3743.127686
	Iteration 16Q: 3 clusters Score -1.266282e+07 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7163 members 
Mstep: Class 2 contains 93277 members 
Entering Unmasked Estep 
Score: -12663074.000000 Penalty: 3743.127686
	Iteration 17Q: 3 clusters Score -1.266307e+07 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6843 members 
Mstep: Class 2 contains 93597 members 
Entering Unmasked Estep 
Score: -12663317.000000 Penalty: 3743.127686
	Iteration 18Q: 3 clusters Score -1.266332e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6574 members 
Mstep: Class 2 contains 93866 members 
Entering Unmasked Estep 
Score: -12663589.000000 Penalty: 3743.127686
	Iteration 19Q: 3 clusters Score -1.266359e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6341 members 
Mstep: Class 2 contains 94099 members 
Entering Unmasked Estep 
Score: -12663747.000000 Penalty: 3743.127686
	Iteration 20F: 3 clusters Score -1.266375e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6170 members 
Mstep: Class 2 contains 94270 members 
Entering Unmasked Estep 
Score: -12663877.000000 Penalty: 3743.127686
	Iteration 21Q: 3 clusters Score -1.266388e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6023 members 
Mstep: Class 2 contains 94417 members 
Entering Unmasked Estep 
Score: -12664018.000000 Penalty: 3743.127686
	Iteration 22Q: 3 clusters Score -1.266402e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5908 members 
Mstep: Class 2 contains 94532 members 
Entering Unmasked Estep 
Score: -12664102.000000 Penalty: 3743.127686
	Iteration 23Q: 3 clusters Score -1.26641e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5836 members 
Mstep: Class 2 contains 94604 members 
Entering Unmasked Estep 
Score: -12664166.000000 Penalty: 3743.127686
	Iteration 24Q: 3 clusters Score -1.266417e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5770 members 
Mstep: Class 2 contains 94670 members 
Entering Unmasked Estep 
Score: -12664179.000000 Penalty: 3743.127686
	Iteration 25Q: 3 clusters Score -1.266418e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5715 members 
Mstep: Class 2 contains 94725 members 
Entering Unmasked Estep 
Score: -12664184.000000 Penalty: 3743.127686
	Iteration 26Q: 3 clusters Score -1.266418e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 94765 members 
Entering Unmasked Estep 
Score: -12664230.000000 Penalty: 3743.127686
	Iteration 27Q: 3 clusters Score -1.266423e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 94788 members 
Entering Unmasked Estep 
Score: -12664237.000000 Penalty: 3743.127686
	Iteration 28Q: 3 clusters Score -1.266424e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5632 members 
Mstep: Class 2 contains 94808 members 
Entering Unmasked Estep 
Score: -12664259.000000 Penalty: 3743.127686
	Iteration 29Q: 3 clusters Score -1.266426e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5601 members 
Mstep: Class 2 contains 94839 members 
Entering Unmasked Estep 
Score: -12664257.000000 Penalty: 3743.127686
	Iteration 30Q: 3 clusters Score -1.266426e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5563 members 
Mstep: Class 2 contains 94877 members 
Entering Unmasked Estep 
Score: -12664276.000000 Penalty: 3743.127686
	Iteration 31Q: 3 clusters Score -1.266428e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5535 members 
Mstep: Class 2 contains 94905 members 
Entering Unmasked Estep 
Score: -12664284.000000 Penalty: 3743.127686
	Iteration 32Q: 3 clusters Score -1.266428e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 94928 members 
Entering Unmasked Estep 
Score: -12664289.000000 Penalty: 3743.127686
	Iteration 33Q: 3 clusters Score -1.266429e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5491 members 
Mstep: Class 2 contains 94949 members 
Entering Unmasked Estep 
Score: -12664298.000000 Penalty: 3743.127686
	Iteration 34Q: 3 clusters Score -1.26643e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5467 members 
Mstep: Class 2 contains 94973 members 
Entering Unmasked Estep 
Score: -12664316.000000 Penalty: 3743.127686
	Iteration 35Q: 3 clusters Score -1.266432e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5443 members 
Mstep: Class 2 contains 94997 members 
Entering Unmasked Estep 
Score: -12664320.000000 Penalty: 3743.127686
	Iteration 36Q: 3 clusters Score -1.266432e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5426 members 
Mstep: Class 2 contains 95014 members 
Entering Unmasked Estep 
Score: -12664313.000000 Penalty: 3743.127686
	Iteration 37Q: 3 clusters Score -1.266431e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 95029 members 
Entering Unmasked Estep 
Score: -12664336.000000 Penalty: 3743.127686
	Iteration 38Q: 3 clusters Score -1.266434e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5405 members 
Mstep: Class 2 contains 95035 members 
Entering Unmasked Estep 
Score: -12664331.000000 Penalty: 3743.127686
	Iteration 39Q: 3 clusters Score -1.266433e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5398 members 
Mstep: Class 2 contains 95042 members 
Entering Unmasked Estep 
Score: -12664333.000000 Penalty: 3743.127686
	Iteration 40F: 3 clusters Score -1.266433e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5390 members 
Mstep: Class 2 contains 95050 members 
Entering Unmasked Estep 
Score: -12664339.000000 Penalty: 3743.127686
	Iteration 41Q: 3 clusters Score -1.266434e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5388 members 
Mstep: Class 2 contains 95052 members 
Entering Unmasked Estep 
Score: -12664333.000000 Penalty: 3743.127686
	Iteration 42Q: 3 clusters Score -1.266433e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5384 members 
Mstep: Class 2 contains 95056 members 
Entering Unmasked Estep 
Score: -12664336.000000 Penalty: 3743.127686
	Iteration 43Q: 3 clusters Score -1.266434e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5382 members 
Mstep: Class 2 contains 95058 members 
Entering Unmasked Estep 
Score: -12664338.000000 Penalty: 3743.127686
	Iteration 44Q: 3 clusters Score -1.266434e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5380 members 
Mstep: Class 2 contains 95060 members 
Entering Unmasked Estep 
Score: -12664332.000000 Penalty: 3743.127686
	Iteration 45Q: 3 clusters Score -1.266433e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5377 members 
Mstep: Class 2 contains 95063 members 
Entering Unmasked Estep 
Score: -12664328.000000 Penalty: 3743.127686
	Iteration 46Q: 3 clusters Score -1.266433e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5375 members 
Mstep: Class 2 contains 95065 members 
Entering Unmasked Estep 
Score: -12664326.000000 Penalty: 3743.127686
	Iteration 47Q: 3 clusters Score -1.266433e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5371 members 
Mstep: Class 2 contains 95069 members 
Entering Unmasked Estep 
Score: -12664326.000000 Penalty: 3743.127686
	Iteration 48Q: 3 clusters Score -1.266433e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 95073 members 
Entering Unmasked Estep 
Score: -12664321.000000 Penalty: 3743.127686
	Iteration 49Q: 3 clusters Score -1.266432e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5362 members 
Mstep: Class 2 contains 95078 members 
Entering Unmasked Estep 
Score: -12664319.000000 Penalty: 3743.127686
	Iteration 50Q: 3 clusters Score -1.266432e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 95087 members 
Entering Unmasked Estep 
Score: -12664324.000000 Penalty: 3743.127686
	Iteration 51Q: 3 clusters Score -1.266432e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 95100 members 
Entering Unmasked Estep 
Score: -12664338.000000 Penalty: 3743.127686
	Iteration 52Q: 3 clusters Score -1.266434e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5324 members 
Mstep: Class 2 contains 95116 members 
Entering Unmasked Estep 
Score: -12664322.000000 Penalty: 3743.127686
	Iteration 53Q: 3 clusters Score -1.266432e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5319 members 
Mstep: Class 2 contains 95121 members 
Entering Unmasked Estep 
Score: -12664337.000000 Penalty: 3743.127686
	Iteration 54Q: 3 clusters Score -1.266434e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 95124 members 
Entering Unmasked Estep 
Score: -12664335.000000 Penalty: 3743.127686
	Iteration 55Q: 3 clusters Score -1.266434e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 95130 members 
Entering Unmasked Estep 
Score: -12664323.000000 Penalty: 3743.127686
	Iteration 56Q: 3 clusters Score -1.266432e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5305 members 
Mstep: Class 2 contains 95135 members 
Entering Unmasked Estep 
Score: -12664335.000000 Penalty: 3743.127686
	Iteration 57Q: 3 clusters Score -1.266434e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5300 members 
Mstep: Class 2 contains 95140 members 
Entering Unmasked Estep 
Score: -12664334.000000 Penalty: 3743.127686
	Iteration 58Q: 3 clusters Score -1.266433e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5297 members 
Mstep: Class 2 contains 95143 members 
Entering Unmasked Estep 
Score: -12664317.000000 Penalty: 3743.127686
	Iteration 59Q: 3 clusters Score -1.266432e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 95147 members 
Entering Unmasked Estep 
Score: -12664312.000000 Penalty: 3743.127686
	Iteration 60F: 3 clusters Score -1.266431e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 95153 members 
Entering Unmasked Estep 
Score: -12664322.000000 Penalty: 3743.127686
	Iteration 61Q: 3 clusters Score -1.266432e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 95156 members 
Entering Unmasked Estep 
Score: -12664329.000000 Penalty: 3743.127686
	Iteration 62Q: 3 clusters Score -1.266433e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5281 members 
Mstep: Class 2 contains 95159 members 
Entering Unmasked Estep 
Score: -12664327.000000 Penalty: 3743.127686
	Iteration 63Q: 3 clusters Score -1.266433e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 95161 members 
Entering Unmasked Estep 
Score: -12664322.000000 Penalty: 3743.127686
	Iteration 64Q: 3 clusters Score -1.266432e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 95163 members 
Entering Unmasked Estep 
Score: -12664328.000000 Penalty: 3743.127686
	Iteration 65Q: 3 clusters Score -1.266433e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5274 members 
Mstep: Class 2 contains 95166 members 
Entering Unmasked Estep 
Score: -12664323.000000 Penalty: 3743.127686
	Iteration 66Q: 3 clusters Score -1.266432e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5268 members 
Mstep: Class 2 contains 95172 members 
Entering Unmasked Estep 
Score: -12664326.000000 Penalty: 3743.127686
	Iteration 67Q: 3 clusters Score -1.266433e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 95177 members 
Entering Unmasked Estep 
Score: -12664328.000000 Penalty: 3743.127686
	Iteration 68Q: 3 clusters Score -1.266433e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5259 members 
Mstep: Class 2 contains 95181 members 
Entering Unmasked Estep 
Score: -12664323.000000 Penalty: 3743.127686
	Iteration 69Q: 3 clusters Score -1.266432e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 95186 members 
Entering Unmasked Estep 
Score: -12664323.000000 Penalty: 3743.127686
	Iteration 70Q: 3 clusters Score -1.266432e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5253 members 
Mstep: Class 2 contains 95187 members 
Entering Unmasked Estep 
Score: -12664318.000000 Penalty: 3743.127686
	Iteration 71Q: 3 clusters Score -1.266432e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 95189 members 
Entering Unmasked Estep 
Score: -12664318.000000 Penalty: 3743.127686
	Iteration 72Q: 3 clusters Score -1.266432e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5249 members 
Mstep: Class 2 contains 95191 members 
Entering Unmasked Estep 
Score: -12664317.000000 Penalty: 3743.127686
	Iteration 73Q: 3 clusters Score -1.266432e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5246 members 
Mstep: Class 2 contains 95194 members 
Entering Unmasked Estep 
Score: -12664321.000000 Penalty: 3743.127686
	Iteration 74Q: 3 clusters Score -1.266432e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 95197 members 
Entering Unmasked Estep 
Score: -12664333.000000 Penalty: 3743.127686
	Iteration 75Q: 3 clusters Score -1.266433e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 95197 members 
Entering Unmasked Estep 
Score: -12664333.000000 Penalty: 3743.127686
	Iteration 76F: 3 clusters Score -1.266433e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (10465 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10465 members 
Entering Unmasked Estep 
Score: -1363008.625000 Penalty: 1504.066162
	Iteration 0F: 2 clusters Score -1363009 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5196 members 
Mstep: Class 2 contains 5269 members 
Entering Unmasked Estep 
Score: -1355499.750000 Penalty: 3008.132324
	Iteration 0F: 3 clusters Score -1355500 nChanged 4561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 5558 members 
Entering Unmasked Estep 
Score: -1358017.625000 Penalty: 3008.132324
	Iteration 1F: 3 clusters Score -1358018 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 5735 members 
Entering Unmasked Estep 
Score: -1358354.875000 Penalty: 3008.132324
	Iteration 2F: 3 clusters Score -1358355 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 5920 members 
Entering Unmasked Estep 
Score: -1358665.375000 Penalty: 3008.132324
	Iteration 3F: 3 clusters Score -1358665 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 6180 members 
Entering Unmasked Estep 
Score: -1359041.875000 Penalty: 3008.132324
	Iteration 4F: 3 clusters Score -1359042 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 6501 members 
Entering Unmasked Estep 
Score: -1359456.250000 Penalty: 3008.132324
	Iteration 5F: 3 clusters Score -1359456 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 6871 members 
Entering Unmasked Estep 
Score: -1359921.875000 Penalty: 3008.132324
	Iteration 6F: 3 clusters Score -1359922 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 7275 members 
Entering Unmasked Estep 
Score: -1360425.250000 Penalty: 3008.132324
	Iteration 7F: 3 clusters Score -1360425 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 7695 members 
Entering Unmasked Estep 
Score: -1360956.250000 Penalty: 3008.132324
	Iteration 8F: 3 clusters Score -1360956 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 8049 members 
Entering Unmasked Estep 
Score: -1361423.250000 Penalty: 3008.132324
	Iteration 9Q: 3 clusters Score -1361423 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 8299 members 
Entering Unmasked Estep 
Score: -1361721.000000 Penalty: 3008.132324
	Iteration 10Q: 3 clusters Score -1361721 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 8489 members 
Entering Unmasked Estep 
Score: -1361899.875000 Penalty: 3008.132324
	Iteration 11Q: 3 clusters Score -1361900 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 8649 members 
Entering Unmasked Estep 
Score: -1362041.250000 Penalty: 3008.132324
	Iteration 12Q: 3 clusters Score -1362041 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 8773 members 
Entering Unmasked Estep 
Score: -1362135.875000 Penalty: 3008.132324
	Iteration 13Q: 3 clusters Score -1362136 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 8882 members 
Entering Unmasked Estep 
Score: -1362217.500000 Penalty: 3008.132324
	Iteration 14Q: 3 clusters Score -1362218 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 8969 members 
Entering Unmasked Estep 
Score: -1362286.000000 Penalty: 3008.132324
	Iteration 15Q: 3 clusters Score -1362286 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 9036 members 
Entering Unmasked Estep 
Score: -1362338.250000 Penalty: 3008.132324
	Iteration 16Q: 3 clusters Score -1362338 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 9095 members 
Entering Unmasked Estep 
Score: -1362376.125000 Penalty: 3008.132324
	Iteration 17Q: 3 clusters Score -1362376 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 9143 members 
Entering Unmasked Estep 
Score: -1362403.125000 Penalty: 3008.132324
	Iteration 18Q: 3 clusters Score -1362403 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 9174 members 
Entering Unmasked Estep 
Score: -1362414.375000 Penalty: 3008.132324
	Iteration 19Q: 3 clusters Score -1362414 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 9196 members 
Entering Unmasked Estep 
Score: -1362419.875000 Penalty: 3008.132324
	Iteration 20F: 3 clusters Score -1362420 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 9222 members 
Entering Unmasked Estep 
Score: -1362431.875000 Penalty: 3008.132324
	Iteration 21Q: 3 clusters Score -1362432 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 9242 members 
Entering Unmasked Estep 
Score: -1362440.750000 Penalty: 3008.132324
	Iteration 22Q: 3 clusters Score -1362441 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 9261 members 
Entering Unmasked Estep 
Score: -1362445.500000 Penalty: 3008.132324
	Iteration 23Q: 3 clusters Score -1362446 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 9280 members 
Entering Unmasked Estep 
Score: -1362456.500000 Penalty: 3008.132324
	Iteration 24Q: 3 clusters Score -1362456 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 9294 members 
Entering Unmasked Estep 
Score: -1362459.000000 Penalty: 3008.132324
	Iteration 25Q: 3 clusters Score -1362459 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 9304 members 
Entering Unmasked Estep 
Score: -1362462.250000 Penalty: 3008.132324
	Iteration 26Q: 3 clusters Score -1362462 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 9311 members 
Entering Unmasked Estep 
Score: -1362464.375000 Penalty: 3008.132324
	Iteration 27Q: 3 clusters Score -1362464 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 9314 members 
Entering Unmasked Estep 
Score: -1362466.000000 Penalty: 3008.132324
	Iteration 28Q: 3 clusters Score -1362466 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 9319 members 
Entering Unmasked Estep 
Score: -1362465.500000 Penalty: 3008.132324
	Iteration 29Q: 3 clusters Score -1362466 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 9323 members 
Entering Unmasked Estep 
Score: -1362465.375000 Penalty: 3008.132324
	Iteration 30Q: 3 clusters Score -1362465 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 9325 members 
Entering Unmasked Estep 
Score: -1362469.750000 Penalty: 3008.132324
	Iteration 31Q: 3 clusters Score -1362470 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 9328 members 
Entering Unmasked Estep 
Score: -1362469.375000 Penalty: 3008.132324
	Iteration 32Q: 3 clusters Score -1362469 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 9332 members 
Entering Unmasked Estep 
Score: -1362470.125000 Penalty: 3008.132324
	Iteration 33Q: 3 clusters Score -1362470 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 9333 members 
Entering Unmasked Estep 
Score: -1362471.375000 Penalty: 3008.132324
	Iteration 34Q: 3 clusters Score -1362471 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 9333 members 
Entering Unmasked Estep 
Score: -1362471.375000 Penalty: 3008.132324
	Iteration 35F: 3 clusters Score -1362471 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (2248 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Entering Unmasked Estep 
Score: -267706.281250 Penalty: 1254.141846
	Iteration 0F: 2 clusters Score -267706.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -265421.468750 Penalty: 2508.283691
	Iteration 0F: 3 clusters Score -265421.5 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -265923.406250 Penalty: 2508.283691
	Iteration 1F: 3 clusters Score -265923.4 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -266058.781250 Penalty: 2508.283691
	Iteration 2F: 3 clusters Score -266058.8 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -266182.156250 Penalty: 2508.283691
	Iteration 3F: 3 clusters Score -266182.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -266288.125000 Penalty: 2508.283691
	Iteration 4F: 3 clusters Score -266288.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -266372.500000 Penalty: 2508.283691
	Iteration 5Q: 3 clusters Score -266372.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -266472.375000 Penalty: 2508.283691
	Iteration 6Q: 3 clusters Score -266472.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -266538.562500 Penalty: 2508.283691
	Iteration 7Q: 3 clusters Score -266538.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -266577.250000 Penalty: 2508.283691
	Iteration 8Q: 3 clusters Score -266577.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -266599.562500 Penalty: 2508.283691
	Iteration 9Q: 3 clusters Score -266599.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -266620.062500 Penalty: 2508.283691
	Iteration 10Q: 3 clusters Score -266620.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -266635.750000 Penalty: 2508.283691
	Iteration 11Q: 3 clusters Score -266635.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -266648.937500 Penalty: 2508.283691
	Iteration 12Q: 3 clusters Score -266648.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -266664.468750 Penalty: 2508.283691
	Iteration 13Q: 3 clusters Score -266664.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -266676.031250 Penalty: 2508.283691
	Iteration 14Q: 3 clusters Score -266676 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -266684.375000 Penalty: 2508.283691
	Iteration 15Q: 3 clusters Score -266684.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -266689.156250 Penalty: 2508.283691
	Iteration 16Q: 3 clusters Score -266689.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -266692.125000 Penalty: 2508.283691
	Iteration 17Q: 3 clusters Score -266692.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -266693.687500 Penalty: 2508.283691
	Iteration 18Q: 3 clusters Score -266693.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -266696.281250 Penalty: 2508.283691
	Iteration 19Q: 3 clusters Score -266696.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -266697.781250 Penalty: 2508.283691
	Iteration 20F: 3 clusters Score -266697.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -266698.531250 Penalty: 2508.283691
	Iteration 21Q: 3 clusters Score -266698.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -266698.531250 Penalty: 2508.283691
	Iteration 22F: 3 clusters Score -266698.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (24588 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24588 members 
Entering Unmasked Estep 
Score: -3130267.250000 Penalty: 1642.877319
	Iteration 0F: 2 clusters Score -3130267 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12370 members 
Mstep: Class 2 contains 12218 members 
Entering Unmasked Estep 
Score: -3113721.500000 Penalty: 3285.754639
	Iteration 0F: 3 clusters Score -3113722 nChanged 11203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12885 members 
Mstep: Class 2 contains 11703 members 
Entering Unmasked Estep 
Score: -3119887.000000 Penalty: 3285.754639
	Iteration 1F: 3 clusters Score -3119887 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13277 members 
Mstep: Class 2 contains 11311 members 
Entering Unmasked Estep 
Score: -3120319.750000 Penalty: 3285.754639
	Iteration 2Q: 3 clusters Score -3120320 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13881 members 
Mstep: Class 2 contains 10707 members 
Entering Unmasked Estep 
Score: -3120836.750000 Penalty: 3285.754639
	Iteration 3F: 3 clusters Score -3120837 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14725 members 
Mstep: Class 2 contains 9863 members 
Entering Unmasked Estep 
Score: -3121470.750000 Penalty: 3285.754639
	Iteration 4F: 3 clusters Score -3121471 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15831 members 
Mstep: Class 2 contains 8757 members 
Entering Unmasked Estep 
Score: -3122284.000000 Penalty: 3285.754639
	Iteration 5F: 3 clusters Score -3122284 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17188 members 
Mstep: Class 2 contains 7400 members 
Entering Unmasked Estep 
Score: -3123343.500000 Penalty: 3285.754639
	Iteration 6F: 3 clusters Score -3123344 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18584 members 
Mstep: Class 2 contains 6004 members 
Entering Unmasked Estep 
Score: -3124421.750000 Penalty: 3285.754639
	Iteration 7F: 3 clusters Score -3124422 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19911 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -3125416.250000 Penalty: 3285.754639
	Iteration 8F: 3 clusters Score -3125416 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21092 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -3126282.500000 Penalty: 3285.754639
	Iteration 9Q: 3 clusters Score -3126282 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22066 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -3127023.250000 Penalty: 3285.754639
	Iteration 10Q: 3 clusters Score -3127023 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22829 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -3127641.500000 Penalty: 3285.754639
	Iteration 11Q: 3 clusters Score -3127642 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23357 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -3128112.750000 Penalty: 3285.754639
	Iteration 12Q: 3 clusters Score -3128113 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23710 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -3128400.000000 Penalty: 3285.754639
	Iteration 13Q: 3 clusters Score -3128400 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23929 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -3128601.500000 Penalty: 3285.754639
	Iteration 14Q: 3 clusters Score -3128602 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24038 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -3128705.500000 Penalty: 3285.754639
	Iteration 15Q: 3 clusters Score -3128706 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24097 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -3128782.500000 Penalty: 3285.754639
	Iteration 16Q: 3 clusters Score -3128782 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24143 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -3128828.250000 Penalty: 3285.754639
	Iteration 17Q: 3 clusters Score -3128828 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24164 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -3128862.250000 Penalty: 3285.754639
	Iteration 18Q: 3 clusters Score -3128862 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24179 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -3128881.500000 Penalty: 3285.754639
	Iteration 19Q: 3 clusters Score -3128882 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24192 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -3128896.000000 Penalty: 3285.754639
	Iteration 20F: 3 clusters Score -3128896 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24193 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -3128900.500000 Penalty: 3285.754639
	Iteration 21Q: 3 clusters Score -3128900 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24196 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -3128907.250000 Penalty: 3285.754639
	Iteration 22Q: 3 clusters Score -3128907 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24200 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -3128915.000000 Penalty: 3285.754639
	Iteration 23Q: 3 clusters Score -3128915 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24202 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -3128917.750000 Penalty: 3285.754639
	Iteration 24Q: 3 clusters Score -3128918 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24205 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -3128917.500000 Penalty: 3285.754639
	Iteration 25Q: 3 clusters Score -3128918 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24206 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -3128920.500000 Penalty: 3285.754639
	Iteration 26Q: 3 clusters Score -3128920 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24208 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -3128922.250000 Penalty: 3285.754639
	Iteration 27Q: 3 clusters Score -3128922 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24211 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -3128920.500000 Penalty: 3285.754639
	Iteration 28Q: 3 clusters Score -3128920 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24215 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -3128927.000000 Penalty: 3285.754639
	Iteration 29Q: 3 clusters Score -3128927 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24219 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -3128937.750000 Penalty: 3285.754639
	Iteration 30Q: 3 clusters Score -3128938 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24224 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -3128943.750000 Penalty: 3285.754639
	Iteration 31Q: 3 clusters Score -3128944 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24223 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -3128942.750000 Penalty: 3285.754639
	Iteration 32Q: 3 clusters Score -3128943 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24223 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -3128942.750000 Penalty: 3285.754639
	Iteration 33F: 3 clusters Score -3128943 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (13974 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13974 members 
Entering Unmasked Estep 
Score: -1757497.500000 Penalty: 1551.054932
	Iteration 0F: 2 clusters Score -1757498 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6901 members 
Mstep: Class 2 contains 7073 members 
Entering Unmasked Estep 
Score: -1747864.625000 Penalty: 3102.109863
	Iteration 0F: 3 clusters Score -1747865 nChanged 6153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6072 members 
Mstep: Class 2 contains 7902 members 
Entering Unmasked Estep 
Score: -1751594.375000 Penalty: 3102.109863
	Iteration 1F: 3 clusters Score -1751594 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5578 members 
Mstep: Class 2 contains 8396 members 
Entering Unmasked Estep 
Score: -1752491.125000 Penalty: 3102.109863
	Iteration 2F: 3 clusters Score -1752491 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 8841 members 
Entering Unmasked Estep 
Score: -1753493.500000 Penalty: 3102.109863
	Iteration 3F: 3 clusters Score -1753494 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 9135 members 
Entering Unmasked Estep 
Score: -1754461.625000 Penalty: 3102.109863
	Iteration 4F: 3 clusters Score -1754462 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 9270 members 
Entering Unmasked Estep 
Score: -1755334.750000 Penalty: 3102.109863
	Iteration 5F: 3 clusters Score -1755335 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 9253 members 
Entering Unmasked Estep 
Score: -1756174.000000 Penalty: 3102.109863
	Iteration 6F: 3 clusters Score -1756174 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 9098 members 
Entering Unmasked Estep 
Score: -1756939.125000 Penalty: 3102.109863
	Iteration 7F: 3 clusters Score -1756939 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 8937 members 
Entering Unmasked Estep 
Score: -1757377.625000 Penalty: 3102.109863
	Iteration 8Q: 3 clusters Score -1757378 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 8800 members 
Entering Unmasked Estep 
Score: -1757586.125000 Penalty: 3102.109863
	Iteration 9Q: 3 clusters Score -1757586 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5292 members 
Mstep: Class 2 contains 8682 members 
Entering Unmasked Estep 
Score: -1757678.375000 Penalty: 3102.109863
	Iteration 10Q: 3 clusters Score -1757678 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 8568 members 
Entering Unmasked Estep 
Score: -1757738.875000 Penalty: 3102.109863
	Iteration 11Q: 3 clusters Score -1757739 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5510 members 
Mstep: Class 2 contains 8464 members 
Entering Unmasked Estep 
Score: -1757773.125000 Penalty: 3102.109863
	Iteration 12Q: 3 clusters Score -1757773 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5587 members 
Mstep: Class 2 contains 8387 members 
Entering Unmasked Estep 
Score: -1757781.875000 Penalty: 3102.109863
	Iteration 13Q: 3 clusters Score -1757782 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5641 members 
Mstep: Class 2 contains 8333 members 
Entering Unmasked Estep 
Score: -1757795.375000 Penalty: 3102.109863
	Iteration 14Q: 3 clusters Score -1757795 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5680 members 
Mstep: Class 2 contains 8294 members 
Entering Unmasked Estep 
Score: -1757799.125000 Penalty: 3102.109863
	Iteration 15Q: 3 clusters Score -1757799 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5717 members 
Mstep: Class 2 contains 8257 members 
Entering Unmasked Estep 
Score: -1757804.750000 Penalty: 3102.109863
	Iteration 16Q: 3 clusters Score -1757805 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5740 members 
Mstep: Class 2 contains 8234 members 
Entering Unmasked Estep 
Score: -1757808.875000 Penalty: 3102.109863
	Iteration 17Q: 3 clusters Score -1757809 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5753 members 
Mstep: Class 2 contains 8221 members 
Entering Unmasked Estep 
Score: -1757807.125000 Penalty: 3102.109863
	Iteration 18Q: 3 clusters Score -1757807 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5761 members 
Mstep: Class 2 contains 8213 members 
Entering Unmasked Estep 
Score: -1757811.250000 Penalty: 3102.109863
	Iteration 19Q: 3 clusters Score -1757811 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5765 members 
Mstep: Class 2 contains 8209 members 
Entering Unmasked Estep 
Score: -1757814.500000 Penalty: 3102.109863
	Iteration 20F: 3 clusters Score -1757814 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5769 members 
Mstep: Class 2 contains 8205 members 
Entering Unmasked Estep 
Score: -1757810.875000 Penalty: 3102.109863
	Iteration 21Q: 3 clusters Score -1757811 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5774 members 
Mstep: Class 2 contains 8200 members 
Entering Unmasked Estep 
Score: -1757815.125000 Penalty: 3102.109863
	Iteration 22Q: 3 clusters Score -1757815 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5779 members 
Mstep: Class 2 contains 8195 members 
Entering Unmasked Estep 
Score: -1757812.500000 Penalty: 3102.109863
	Iteration 23Q: 3 clusters Score -1757812 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5789 members 
Mstep: Class 2 contains 8185 members 
Entering Unmasked Estep 
Score: -1757813.625000 Penalty: 3102.109863
	Iteration 24Q: 3 clusters Score -1757814 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5796 members 
Mstep: Class 2 contains 8178 members 
Entering Unmasked Estep 
Score: -1757817.375000 Penalty: 3102.109863
	Iteration 25Q: 3 clusters Score -1757817 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5798 members 
Mstep: Class 2 contains 8176 members 
Entering Unmasked Estep 
Score: -1757813.500000 Penalty: 3102.109863
	Iteration 26Q: 3 clusters Score -1757814 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5801 members 
Mstep: Class 2 contains 8173 members 
Entering Unmasked Estep 
Score: -1757813.250000 Penalty: 3102.109863
	Iteration 27Q: 3 clusters Score -1757813 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5801 members 
Mstep: Class 2 contains 8173 members 
Entering Unmasked Estep 
Score: -1757813.250000 Penalty: 3102.109863
	Iteration 28F: 3 clusters Score -1757813 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 8916 members 
Mstep: Class 3 contains 100440 members 
Mstep: Class 4 contains 10465 members 
Mstep: Class 5 contains 2248 members 
Mstep: Class 6 contains 24588 members 
Mstep: Class 7 contains 5801 members 
Mstep: Class 8 contains 8114 members 
Mstep: Class 9 contains 18210 members 
Mstep: Class 10 contains 9487 members 
Mstep: Class 11 contains 9027 members 
Mstep: Class 12 contains 3231 members 
Mstep: Class 13 contains 17957 members 
Mstep: Class 14 contains 38376 members 
Mstep: Class 15 contains 39372 members 
Mstep: Class 16 contains 3743 members 
Mstep: Class 17 contains 5823 members 
Mstep: Class 18 contains 47444 members 
Mstep: Class 19 contains 3485 members 
Mstep: Class 20 contains 3187 members 
Mstep: Class 21 contains 1108 members 
Mstep: Class 22 contains 3316 members 
Mstep: Class 23 contains 43895 members 
Mstep: Class 24 contains 13014 members 
Mstep: Class 25 contains 12667 members 
Mstep: Class 26 contains 2892 members 
Mstep: Class 27 contains 10292 members 
Mstep: Class 28 contains 2334 members 
Mstep: Class 29 contains 25528 members 
Mstep: Class 30 contains 35837 members 
Mstep: Class 31 contains 4577 members 
Mstep: Class 32 contains 23748 members 
Mstep: Class 33 contains 12307 members 
Mstep: Class 34 contains 6104 members 
Mstep: Class 35 contains 4672 members 
Mstep: Class 36 contains 2379 members 
Mstep: Class 37 contains 17832 members 
Mstep: Class 38 contains 8799 members 
Mstep: Class 39 contains 4992 members 
Mstep: Class 40 contains 14622 members 
Mstep: Class 41 contains 10860 members 
Mstep: Class 42 contains 13472 members 
Mstep: Class 43 contains 144560 members 
Mstep: Class 44 contains 29292 members 
Mstep: Class 45 contains 2938 members 
Mstep: Class 46 contains 8173 members 
Entering Unmasked Estep 
Score: -100314392.000000 Penalty: 101793.265625
Splitting cluster 7 changes total score from -100314552.000000 to -100314392.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (8114 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8114 members 
Entering Unmasked Estep 
Score: -1023987.500000 Penalty: 1462.718872
	Iteration 0F: 2 clusters Score -1023988 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -1017939.062500 Penalty: 2925.437744
	Iteration 0F: 3 clusters Score -1017939 nChanged 3508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -1019871.562500 Penalty: 2925.437744
	Iteration 1F: 3 clusters Score -1019872 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -1020157.812500 Penalty: 2925.437744
	Iteration 2F: 3 clusters Score -1020158 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -1020429.312500 Penalty: 2925.437744
	Iteration 3F: 3 clusters Score -1020429 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -1020648.250000 Penalty: 2925.437744
	Iteration 4F: 3 clusters Score -1020648 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -1020854.562500 Penalty: 2925.437744
	Iteration 5Q: 3 clusters Score -1020855 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -1021061.375000 Penalty: 2925.437744
	Iteration 6Q: 3 clusters Score -1021061 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -1021291.312500 Penalty: 2925.437744
	Iteration 7Q: 3 clusters Score -1021291 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -1021528.625000 Penalty: 2925.437744
	Iteration 8F: 3 clusters Score -1021529 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -1021764.687500 Penalty: 2925.437744
	Iteration 9Q: 3 clusters Score -1021765 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5326 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -1022015.125000 Penalty: 2925.437744
	Iteration 10Q: 3 clusters Score -1022015 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5557 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -1022234.187500 Penalty: 2925.437744
	Iteration 11Q: 3 clusters Score -1022234 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5771 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -1022431.500000 Penalty: 2925.437744
	Iteration 12Q: 3 clusters Score -1022432 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5962 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -1022618.375000 Penalty: 2925.437744
	Iteration 13Q: 3 clusters Score -1022618 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6112 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -1022765.812500 Penalty: 2925.437744
	Iteration 14Q: 3 clusters Score -1022766 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6217 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -1022880.000000 Penalty: 2925.437744
	Iteration 15Q: 3 clusters Score -1022880 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6302 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -1022970.312500 Penalty: 2925.437744
	Iteration 16Q: 3 clusters Score -1022970 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6369 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -1023022.437500 Penalty: 2925.437744
	Iteration 17Q: 3 clusters Score -1023022 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6427 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -1023048.625000 Penalty: 2925.437744
	Iteration 18Q: 3 clusters Score -1023049 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6477 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -1023071.250000 Penalty: 2925.437744
	Iteration 19Q: 3 clusters Score -1023071 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6527 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -1023086.375000 Penalty: 2925.437744
	Iteration 20F: 3 clusters Score -1023086 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6557 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -1023097.000000 Penalty: 2925.437744
	Iteration 21Q: 3 clusters Score -1023097 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6586 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -1023106.500000 Penalty: 2925.437744
	Iteration 22Q: 3 clusters Score -1023106 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6623 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -1023116.937500 Penalty: 2925.437744
	Iteration 23Q: 3 clusters Score -1023117 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6649 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -1023125.375000 Penalty: 2925.437744
	Iteration 24Q: 3 clusters Score -1023125 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6676 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -1023133.562500 Penalty: 2925.437744
	Iteration 25Q: 3 clusters Score -1023134 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6695 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -1023137.000000 Penalty: 2925.437744
	Iteration 26Q: 3 clusters Score -1023137 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6706 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -1023138.250000 Penalty: 2925.437744
	Iteration 27Q: 3 clusters Score -1023138 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6711 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -1023135.375000 Penalty: 2925.437744
	Iteration 28Q: 3 clusters Score -1023135 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6711 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -1023135.375000 Penalty: 2925.437744
	Iteration 29F: 3 clusters Score -1023135 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (18210 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18210 members 
Entering Unmasked Estep 
Score: -2272708.750000 Penalty: 1594.080444
	Iteration 0F: 2 clusters Score -2272709 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9213 members 
Mstep: Class 2 contains 8997 members 
Entering Unmasked Estep 
Score: -2260449.500000 Penalty: 3188.160889
	Iteration 0F: 3 clusters Score -2260450 nChanged 8133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10012 members 
Mstep: Class 2 contains 8198 members 
Entering Unmasked Estep 
Score: -2265343.750000 Penalty: 3188.160889
	Iteration 1F: 3 clusters Score -2265344 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10486 members 
Mstep: Class 2 contains 7724 members 
Entering Unmasked Estep 
Score: -2266276.750000 Penalty: 3188.160889
	Iteration 2F: 3 clusters Score -2266277 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11051 members 
Mstep: Class 2 contains 7159 members 
Entering Unmasked Estep 
Score: -2267317.500000 Penalty: 3188.160889
	Iteration 3F: 3 clusters Score -2267318 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11629 members 
Mstep: Class 2 contains 6581 members 
Entering Unmasked Estep 
Score: -2268393.750000 Penalty: 3188.160889
	Iteration 4F: 3 clusters Score -2268394 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12030 members 
Mstep: Class 2 contains 6180 members 
Entering Unmasked Estep 
Score: -2269264.250000 Penalty: 3188.160889
	Iteration 5F: 3 clusters Score -2269264 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12310 members 
Mstep: Class 2 contains 5900 members 
Entering Unmasked Estep 
Score: -2269927.500000 Penalty: 3188.160889
	Iteration 6F: 3 clusters Score -2269928 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12481 members 
Mstep: Class 2 contains 5729 members 
Entering Unmasked Estep 
Score: -2270390.000000 Penalty: 3188.160889
	Iteration 7Q: 3 clusters Score -2270390 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12531 members 
Mstep: Class 2 contains 5679 members 
Entering Unmasked Estep 
Score: -2270740.500000 Penalty: 3188.160889
	Iteration 8Q: 3 clusters Score -2270740 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12516 members 
Mstep: Class 2 contains 5694 members 
Entering Unmasked Estep 
Score: -2271005.750000 Penalty: 3188.160889
	Iteration 9Q: 3 clusters Score -2271006 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12422 members 
Mstep: Class 2 contains 5788 members 
Entering Unmasked Estep 
Score: -2271199.750000 Penalty: 3188.160889
	Iteration 10Q: 3 clusters Score -2271200 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12296 members 
Mstep: Class 2 contains 5914 members 
Entering Unmasked Estep 
Score: -2271352.500000 Penalty: 3188.160889
	Iteration 11Q: 3 clusters Score -2271352 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12186 members 
Mstep: Class 2 contains 6024 members 
Entering Unmasked Estep 
Score: -2271478.250000 Penalty: 3188.160889
	Iteration 12Q: 3 clusters Score -2271478 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12055 members 
Mstep: Class 2 contains 6155 members 
Entering Unmasked Estep 
Score: -2271578.000000 Penalty: 3188.160889
	Iteration 13Q: 3 clusters Score -2271578 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11940 members 
Mstep: Class 2 contains 6270 members 
Entering Unmasked Estep 
Score: -2271682.250000 Penalty: 3188.160889
	Iteration 14Q: 3 clusters Score -2271682 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11822 members 
Mstep: Class 2 contains 6388 members 
Entering Unmasked Estep 
Score: -2271754.250000 Penalty: 3188.160889
	Iteration 15Q: 3 clusters Score -2271754 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11737 members 
Mstep: Class 2 contains 6473 members 
Entering Unmasked Estep 
Score: -2271804.250000 Penalty: 3188.160889
	Iteration 16Q: 3 clusters Score -2271804 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11668 members 
Mstep: Class 2 contains 6542 members 
Entering Unmasked Estep 
Score: -2271844.250000 Penalty: 3188.160889
	Iteration 17Q: 3 clusters Score -2271844 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11597 members 
Mstep: Class 2 contains 6613 members 
Entering Unmasked Estep 
Score: -2271884.750000 Penalty: 3188.160889
	Iteration 18Q: 3 clusters Score -2271885 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11492 members 
Mstep: Class 2 contains 6718 members 
Entering Unmasked Estep 
Score: -2271919.000000 Penalty: 3188.160889
	Iteration 19Q: 3 clusters Score -2271919 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11400 members 
Mstep: Class 2 contains 6810 members 
Entering Unmasked Estep 
Score: -2271957.250000 Penalty: 3188.160889
	Iteration 20F: 3 clusters Score -2271957 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11312 members 
Mstep: Class 2 contains 6898 members 
Entering Unmasked Estep 
Score: -2271997.500000 Penalty: 3188.160889
	Iteration 21Q: 3 clusters Score -2271998 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11233 members 
Mstep: Class 2 contains 6977 members 
Entering Unmasked Estep 
Score: -2272043.000000 Penalty: 3188.160889
	Iteration 22Q: 3 clusters Score -2272043 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11159 members 
Mstep: Class 2 contains 7051 members 
Entering Unmasked Estep 
Score: -2272069.750000 Penalty: 3188.160889
	Iteration 23Q: 3 clusters Score -2272070 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11089 members 
Mstep: Class 2 contains 7121 members 
Entering Unmasked Estep 
Score: -2272099.000000 Penalty: 3188.160889
	Iteration 24Q: 3 clusters Score -2272099 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11006 members 
Mstep: Class 2 contains 7204 members 
Entering Unmasked Estep 
Score: -2272127.500000 Penalty: 3188.160889
	Iteration 25Q: 3 clusters Score -2272128 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10931 members 
Mstep: Class 2 contains 7279 members 
Entering Unmasked Estep 
Score: -2272147.250000 Penalty: 3188.160889
	Iteration 26Q: 3 clusters Score -2272147 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10864 members 
Mstep: Class 2 contains 7346 members 
Entering Unmasked Estep 
Score: -2272164.500000 Penalty: 3188.160889
	Iteration 27Q: 3 clusters Score -2272164 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10780 members 
Mstep: Class 2 contains 7430 members 
Entering Unmasked Estep 
Score: -2272185.500000 Penalty: 3188.160889
	Iteration 28Q: 3 clusters Score -2272186 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10686 members 
Mstep: Class 2 contains 7524 members 
Entering Unmasked Estep 
Score: -2272219.750000 Penalty: 3188.160889
	Iteration 29Q: 3 clusters Score -2272220 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10583 members 
Mstep: Class 2 contains 7627 members 
Entering Unmasked Estep 
Score: -2272248.500000 Penalty: 3188.160889
	Iteration 30Q: 3 clusters Score -2272248 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10482 members 
Mstep: Class 2 contains 7728 members 
Entering Unmasked Estep 
Score: -2272274.750000 Penalty: 3188.160889
	Iteration 31Q: 3 clusters Score -2272275 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10394 members 
Mstep: Class 2 contains 7816 members 
Entering Unmasked Estep 
Score: -2272302.000000 Penalty: 3188.160889
	Iteration 32Q: 3 clusters Score -2272302 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10328 members 
Mstep: Class 2 contains 7882 members 
Entering Unmasked Estep 
Score: -2272309.250000 Penalty: 3188.160889
	Iteration 33Q: 3 clusters Score -2272309 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10273 members 
Mstep: Class 2 contains 7937 members 
Entering Unmasked Estep 
Score: -2272318.250000 Penalty: 3188.160889
	Iteration 34Q: 3 clusters Score -2272318 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10217 members 
Mstep: Class 2 contains 7993 members 
Entering Unmasked Estep 
Score: -2272326.000000 Penalty: 3188.160889
	Iteration 35Q: 3 clusters Score -2272326 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10162 members 
Mstep: Class 2 contains 8048 members 
Entering Unmasked Estep 
Score: -2272338.500000 Penalty: 3188.160889
	Iteration 36Q: 3 clusters Score -2272338 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10124 members 
Mstep: Class 2 contains 8086 members 
Entering Unmasked Estep 
Score: -2272336.000000 Penalty: 3188.160889
	Iteration 37Q: 3 clusters Score -2272336 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10097 members 
Mstep: Class 2 contains 8113 members 
Entering Unmasked Estep 
Score: -2272344.250000 Penalty: 3188.160889
	Iteration 38Q: 3 clusters Score -2272344 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10068 members 
Mstep: Class 2 contains 8142 members 
Entering Unmasked Estep 
Score: -2272347.000000 Penalty: 3188.160889
	Iteration 39Q: 3 clusters Score -2272347 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10045 members 
Mstep: Class 2 contains 8165 members 
Entering Unmasked Estep 
Score: -2272342.750000 Penalty: 3188.160889
	Iteration 40F: 3 clusters Score -2272343 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10022 members 
Mstep: Class 2 contains 8188 members 
Entering Unmasked Estep 
Score: -2272347.250000 Penalty: 3188.160889
	Iteration 41Q: 3 clusters Score -2272347 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9997 members 
Mstep: Class 2 contains 8213 members 
Entering Unmasked Estep 
Score: -2272351.500000 Penalty: 3188.160889
	Iteration 42Q: 3 clusters Score -2272352 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9969 members 
Mstep: Class 2 contains 8241 members 
Entering Unmasked Estep 
Score: -2272350.750000 Penalty: 3188.160889
	Iteration 43Q: 3 clusters Score -2272351 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9943 members 
Mstep: Class 2 contains 8267 members 
Entering Unmasked Estep 
Score: -2272350.000000 Penalty: 3188.160889
	Iteration 44Q: 3 clusters Score -2272350 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9924 members 
Mstep: Class 2 contains 8286 members 
Entering Unmasked Estep 
Score: -2272353.000000 Penalty: 3188.160889
	Iteration 45Q: 3 clusters Score -2272353 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9906 members 
Mstep: Class 2 contains 8304 members 
Entering Unmasked Estep 
Score: -2272349.750000 Penalty: 3188.160889
	Iteration 46Q: 3 clusters Score -2272350 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9895 members 
Mstep: Class 2 contains 8315 members 
Entering Unmasked Estep 
Score: -2272352.750000 Penalty: 3188.160889
	Iteration 47Q: 3 clusters Score -2272353 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9881 members 
Mstep: Class 2 contains 8329 members 
Entering Unmasked Estep 
Score: -2272352.250000 Penalty: 3188.160889
	Iteration 48Q: 3 clusters Score -2272352 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9859 members 
Mstep: Class 2 contains 8351 members 
Entering Unmasked Estep 
Score: -2272349.250000 Penalty: 3188.160889
	Iteration 49Q: 3 clusters Score -2272349 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9845 members 
Mstep: Class 2 contains 8365 members 
Entering Unmasked Estep 
Score: -2272355.250000 Penalty: 3188.160889
	Iteration 50Q: 3 clusters Score -2272355 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9826 members 
Mstep: Class 2 contains 8384 members 
Entering Unmasked Estep 
Score: -2272361.250000 Penalty: 3188.160889
	Iteration 51Q: 3 clusters Score -2272361 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9807 members 
Mstep: Class 2 contains 8403 members 
Entering Unmasked Estep 
Score: -2272370.750000 Penalty: 3188.160889
	Iteration 52Q: 3 clusters Score -2272371 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9783 members 
Mstep: Class 2 contains 8427 members 
Entering Unmasked Estep 
Score: -2272374.500000 Penalty: 3188.160889
	Iteration 53Q: 3 clusters Score -2272374 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9751 members 
Mstep: Class 2 contains 8459 members 
Entering Unmasked Estep 
Score: -2272373.250000 Penalty: 3188.160889
	Iteration 54Q: 3 clusters Score -2272373 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9728 members 
Mstep: Class 2 contains 8482 members 
Entering Unmasked Estep 
Score: -2272378.000000 Penalty: 3188.160889
	Iteration 55Q: 3 clusters Score -2272378 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9710 members 
Mstep: Class 2 contains 8500 members 
Entering Unmasked Estep 
Score: -2272375.250000 Penalty: 3188.160889
	Iteration 56Q: 3 clusters Score -2272375 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9692 members 
Mstep: Class 2 contains 8518 members 
Entering Unmasked Estep 
Score: -2272375.250000 Penalty: 3188.160889
	Iteration 57Q: 3 clusters Score -2272375 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9680 members 
Mstep: Class 2 contains 8530 members 
Entering Unmasked Estep 
Score: -2272374.750000 Penalty: 3188.160889
	Iteration 58Q: 3 clusters Score -2272375 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9667 members 
Mstep: Class 2 contains 8543 members 
Entering Unmasked Estep 
Score: -2272379.750000 Penalty: 3188.160889
	Iteration 59Q: 3 clusters Score -2272380 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9650 members 
Mstep: Class 2 contains 8560 members 
Entering Unmasked Estep 
Score: -2272381.250000 Penalty: 3188.160889
	Iteration 60F: 3 clusters Score -2272381 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9640 members 
Mstep: Class 2 contains 8570 members 
Entering Unmasked Estep 
Score: -2272380.000000 Penalty: 3188.160889
	Iteration 61Q: 3 clusters Score -2272380 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9632 members 
Mstep: Class 2 contains 8578 members 
Entering Unmasked Estep 
Score: -2272375.250000 Penalty: 3188.160889
	Iteration 62Q: 3 clusters Score -2272375 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9620 members 
Mstep: Class 2 contains 8590 members 
Entering Unmasked Estep 
Score: -2272379.500000 Penalty: 3188.160889
	Iteration 63Q: 3 clusters Score -2272380 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9610 members 
Mstep: Class 2 contains 8600 members 
Entering Unmasked Estep 
Score: -2272381.750000 Penalty: 3188.160889
	Iteration 64Q: 3 clusters Score -2272382 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9602 members 
Mstep: Class 2 contains 8608 members 
Entering Unmasked Estep 
Score: -2272384.000000 Penalty: 3188.160889
	Iteration 65Q: 3 clusters Score -2272384 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9597 members 
Mstep: Class 2 contains 8613 members 
Entering Unmasked Estep 
Score: -2272389.750000 Penalty: 3188.160889
	Iteration 66Q: 3 clusters Score -2272390 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9591 members 
Mstep: Class 2 contains 8619 members 
Entering Unmasked Estep 
Score: -2272390.250000 Penalty: 3188.160889
	Iteration 67Q: 3 clusters Score -2272390 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9588 members 
Mstep: Class 2 contains 8622 members 
Entering Unmasked Estep 
Score: -2272389.250000 Penalty: 3188.160889
	Iteration 68Q: 3 clusters Score -2272389 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9585 members 
Mstep: Class 2 contains 8625 members 
Entering Unmasked Estep 
Score: -2272389.500000 Penalty: 3188.160889
	Iteration 69Q: 3 clusters Score -2272390 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9585 members 
Mstep: Class 2 contains 8625 members 
Entering Unmasked Estep 
Score: -2272389.500000 Penalty: 3188.160889
	Iteration 70F: 3 clusters Score -2272390 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (9487 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9487 members 
Entering Unmasked Estep 
Score: -1196333.500000 Penalty: 1488.122559
	Iteration 0F: 2 clusters Score -1196334 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -1189380.875000 Penalty: 2976.245117
	Iteration 0F: 3 clusters Score -1189381 nChanged 4136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -1191595.750000 Penalty: 2976.245117
	Iteration 1F: 3 clusters Score -1191596 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -1191822.250000 Penalty: 2976.245117
	Iteration 2F: 3 clusters Score -1191822 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -1191982.375000 Penalty: 2976.245117
	Iteration 3Q: 3 clusters Score -1191982 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -1192095.250000 Penalty: 2976.245117
	Iteration 4Q: 3 clusters Score -1192095 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -1192189.875000 Penalty: 2976.245117
	Iteration 5Q: 3 clusters Score -1192190 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -1192274.250000 Penalty: 2976.245117
	Iteration 6Q: 3 clusters Score -1192274 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -1192345.625000 Penalty: 2976.245117
	Iteration 7Q: 3 clusters Score -1192346 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -1192404.125000 Penalty: 2976.245117
	Iteration 8Q: 3 clusters Score -1192404 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -1192453.250000 Penalty: 2976.245117
	Iteration 9Q: 3 clusters Score -1192453 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -1192499.500000 Penalty: 2976.245117
	Iteration 10Q: 3 clusters Score -1192500 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -1192555.625000 Penalty: 2976.245117
	Iteration 11Q: 3 clusters Score -1192556 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4820 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -1192624.000000 Penalty: 2976.245117
	Iteration 12Q: 3 clusters Score -1192624 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -1192692.750000 Penalty: 2976.245117
	Iteration 13Q: 3 clusters Score -1192693 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -1192791.500000 Penalty: 2976.245117
	Iteration 14Q: 3 clusters Score -1192792 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -1192921.875000 Penalty: 2976.245117
	Iteration 15Q: 3 clusters Score -1192922 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5348 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -1193084.000000 Penalty: 2976.245117
	Iteration 16Q: 3 clusters Score -1193084 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5579 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -1193271.250000 Penalty: 2976.245117
	Iteration 17Q: 3 clusters Score -1193271 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5823 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -1193465.625000 Penalty: 2976.245117
	Iteration 18Q: 3 clusters Score -1193466 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6088 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -1193695.875000 Penalty: 2976.245117
	Iteration 19Q: 3 clusters Score -1193696 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6349 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -1193928.250000 Penalty: 2976.245117
	Iteration 20F: 3 clusters Score -1193928 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6612 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -1194148.375000 Penalty: 2976.245117
	Iteration 21Q: 3 clusters Score -1194148 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6802 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -1194318.125000 Penalty: 2976.245117
	Iteration 22Q: 3 clusters Score -1194318 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6953 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -1194461.125000 Penalty: 2976.245117
	Iteration 23Q: 3 clusters Score -1194461 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7061 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -1194560.375000 Penalty: 2976.245117
	Iteration 24Q: 3 clusters Score -1194560 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7145 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -1194624.125000 Penalty: 2976.245117
	Iteration 25Q: 3 clusters Score -1194624 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7212 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -1194677.000000 Penalty: 2976.245117
	Iteration 26Q: 3 clusters Score -1194677 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7276 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -1194717.625000 Penalty: 2976.245117
	Iteration 27Q: 3 clusters Score -1194718 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7351 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -1194764.625000 Penalty: 2976.245117
	Iteration 28Q: 3 clusters Score -1194765 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7425 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -1194820.375000 Penalty: 2976.245117
	Iteration 29Q: 3 clusters Score -1194820 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7496 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -1194870.000000 Penalty: 2976.245117
	Iteration 30Q: 3 clusters Score -1194870 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7560 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -1194915.125000 Penalty: 2976.245117
	Iteration 31Q: 3 clusters Score -1194915 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7617 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -1194955.750000 Penalty: 2976.245117
	Iteration 32Q: 3 clusters Score -1194956 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7647 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -1194985.000000 Penalty: 2976.245117
	Iteration 33Q: 3 clusters Score -1194985 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7687 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -1195013.875000 Penalty: 2976.245117
	Iteration 34Q: 3 clusters Score -1195014 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7731 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -1195036.750000 Penalty: 2976.245117
	Iteration 35Q: 3 clusters Score -1195037 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7771 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -1195060.250000 Penalty: 2976.245117
	Iteration 36Q: 3 clusters Score -1195060 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7804 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -1195075.125000 Penalty: 2976.245117
	Iteration 37Q: 3 clusters Score -1195075 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7829 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -1195090.250000 Penalty: 2976.245117
	Iteration 38Q: 3 clusters Score -1195090 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7852 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -1195099.375000 Penalty: 2976.245117
	Iteration 39Q: 3 clusters Score -1195099 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7866 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -1195102.875000 Penalty: 2976.245117
	Iteration 40F: 3 clusters Score -1195103 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7873 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -1195105.625000 Penalty: 2976.245117
	Iteration 41Q: 3 clusters Score -1195106 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7879 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -1195104.500000 Penalty: 2976.245117
	Iteration 42Q: 3 clusters Score -1195104 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7886 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -1195110.625000 Penalty: 2976.245117
	Iteration 43Q: 3 clusters Score -1195111 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7891 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -1195111.250000 Penalty: 2976.245117
	Iteration 44Q: 3 clusters Score -1195111 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7895 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -1195112.625000 Penalty: 2976.245117
	Iteration 45Q: 3 clusters Score -1195113 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7904 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -1195113.500000 Penalty: 2976.245117
	Iteration 46Q: 3 clusters Score -1195114 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7911 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -1195119.125000 Penalty: 2976.245117
	Iteration 47Q: 3 clusters Score -1195119 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7918 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -1195122.500000 Penalty: 2976.245117
	Iteration 48Q: 3 clusters Score -1195122 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7924 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -1195122.625000 Penalty: 2976.245117
	Iteration 49Q: 3 clusters Score -1195123 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7930 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -1195124.625000 Penalty: 2976.245117
	Iteration 50Q: 3 clusters Score -1195125 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7937 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -1195126.125000 Penalty: 2976.245117
	Iteration 51Q: 3 clusters Score -1195126 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7945 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -1195127.625000 Penalty: 2976.245117
	Iteration 52Q: 3 clusters Score -1195128 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7952 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -1195128.625000 Penalty: 2976.245117
	Iteration 53Q: 3 clusters Score -1195129 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7956 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -1195128.875000 Penalty: 2976.245117
	Iteration 54Q: 3 clusters Score -1195129 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7964 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -1195131.500000 Penalty: 2976.245117
	Iteration 55Q: 3 clusters Score -1195132 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7968 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -1195132.500000 Penalty: 2976.245117
	Iteration 56Q: 3 clusters Score -1195132 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7974 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -1195134.375000 Penalty: 2976.245117
	Iteration 57Q: 3 clusters Score -1195134 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7978 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -1195137.250000 Penalty: 2976.245117
	Iteration 58Q: 3 clusters Score -1195137 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7982 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -1195136.750000 Penalty: 2976.245117
	Iteration 59Q: 3 clusters Score -1195137 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7984 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -1195137.375000 Penalty: 2976.245117
	Iteration 60F: 3 clusters Score -1195137 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7985 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -1195139.375000 Penalty: 2976.245117
	Iteration 61Q: 3 clusters Score -1195139 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7989 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -1195138.875000 Penalty: 2976.245117
	Iteration 62Q: 3 clusters Score -1195139 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7989 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -1195138.875000 Penalty: 2976.245117
	Iteration 63Q: 3 clusters Score -1195139 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7991 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -1195140.750000 Penalty: 2976.245117
	Iteration 64Q: 3 clusters Score -1195141 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7991 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -1195140.750000 Penalty: 2976.245117
	Iteration 65F: 3 clusters Score -1195141 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (9027 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9027 members 
Entering Unmasked Estep 
Score: -1101172.500000 Penalty: 1480.045898
	Iteration 0F: 2 clusters Score -1101172 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -1094641.625000 Penalty: 2960.091797
	Iteration 0F: 3 clusters Score -1094642 nChanged 3833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 5186 members 
Entering Unmasked Estep 
Score: -1096826.500000 Penalty: 2960.091797
	Iteration 1F: 3 clusters Score -1096826 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 5522 members 
Entering Unmasked Estep 
Score: -1097216.750000 Penalty: 2960.091797
	Iteration 2F: 3 clusters Score -1097217 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 5892 members 
Entering Unmasked Estep 
Score: -1097576.875000 Penalty: 2960.091797
	Iteration 3F: 3 clusters Score -1097577 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 6321 members 
Entering Unmasked Estep 
Score: -1097986.875000 Penalty: 2960.091797
	Iteration 4F: 3 clusters Score -1097987 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 6768 members 
Entering Unmasked Estep 
Score: -1098427.125000 Penalty: 2960.091797
	Iteration 5F: 3 clusters Score -1098427 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 7184 members 
Entering Unmasked Estep 
Score: -1098887.875000 Penalty: 2960.091797
	Iteration 6F: 3 clusters Score -1098888 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 7542 members 
Entering Unmasked Estep 
Score: -1099274.250000 Penalty: 2960.091797
	Iteration 7Q: 3 clusters Score -1099274 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 7806 members 
Entering Unmasked Estep 
Score: -1099554.500000 Penalty: 2960.091797
	Iteration 8Q: 3 clusters Score -1099554 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 7995 members 
Entering Unmasked Estep 
Score: -1099781.250000 Penalty: 2960.091797
	Iteration 9Q: 3 clusters Score -1099781 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 8113 members 
Entering Unmasked Estep 
Score: -1099940.500000 Penalty: 2960.091797
	Iteration 10Q: 3 clusters Score -1099940 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 8184 members 
Entering Unmasked Estep 
Score: -1100085.500000 Penalty: 2960.091797
	Iteration 11Q: 3 clusters Score -1100086 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 8197 members 
Entering Unmasked Estep 
Score: -1100251.625000 Penalty: 2960.091797
	Iteration 12Q: 3 clusters Score -1100252 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 8190 members 
Entering Unmasked Estep 
Score: -1100409.875000 Penalty: 2960.091797
	Iteration 13Q: 3 clusters Score -1100410 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 8183 members 
Entering Unmasked Estep 
Score: -1100509.500000 Penalty: 2960.091797
	Iteration 14Q: 3 clusters Score -1100510 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 8186 members 
Entering Unmasked Estep 
Score: -1100557.625000 Penalty: 2960.091797
	Iteration 15Q: 3 clusters Score -1100558 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 8189 members 
Entering Unmasked Estep 
Score: -1100592.375000 Penalty: 2960.091797
	Iteration 16Q: 3 clusters Score -1100592 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 8191 members 
Entering Unmasked Estep 
Score: -1100619.000000 Penalty: 2960.091797
	Iteration 17Q: 3 clusters Score -1100619 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 8190 members 
Entering Unmasked Estep 
Score: -1100640.000000 Penalty: 2960.091797
	Iteration 18Q: 3 clusters Score -1100640 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 8186 members 
Entering Unmasked Estep 
Score: -1100662.375000 Penalty: 2960.091797
	Iteration 19Q: 3 clusters Score -1100662 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 8193 members 
Entering Unmasked Estep 
Score: -1100676.000000 Penalty: 2960.091797
	Iteration 20F: 3 clusters Score -1100676 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 8196 members 
Entering Unmasked Estep 
Score: -1100690.500000 Penalty: 2960.091797
	Iteration 21Q: 3 clusters Score -1100690 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 8196 members 
Entering Unmasked Estep 
Score: -1100703.375000 Penalty: 2960.091797
	Iteration 22Q: 3 clusters Score -1100703 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 8191 members 
Entering Unmasked Estep 
Score: -1100716.375000 Penalty: 2960.091797
	Iteration 23Q: 3 clusters Score -1100716 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 8189 members 
Entering Unmasked Estep 
Score: -1100729.375000 Penalty: 2960.091797
	Iteration 24Q: 3 clusters Score -1100729 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 8191 members 
Entering Unmasked Estep 
Score: -1100734.125000 Penalty: 2960.091797
	Iteration 25Q: 3 clusters Score -1100734 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 8188 members 
Entering Unmasked Estep 
Score: -1100741.875000 Penalty: 2960.091797
	Iteration 26Q: 3 clusters Score -1100742 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 8188 members 
Entering Unmasked Estep 
Score: -1100744.625000 Penalty: 2960.091797
	Iteration 27Q: 3 clusters Score -1100745 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 8186 members 
Entering Unmasked Estep 
Score: -1100747.125000 Penalty: 2960.091797
	Iteration 28Q: 3 clusters Score -1100747 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 8181 members 
Entering Unmasked Estep 
Score: -1100751.750000 Penalty: 2960.091797
	Iteration 29Q: 3 clusters Score -1100752 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 8176 members 
Entering Unmasked Estep 
Score: -1100755.000000 Penalty: 2960.091797
	Iteration 30Q: 3 clusters Score -1100755 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 8171 members 
Entering Unmasked Estep 
Score: -1100756.000000 Penalty: 2960.091797
	Iteration 31Q: 3 clusters Score -1100756 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 8171 members 
Entering Unmasked Estep 
Score: -1100756.500000 Penalty: 2960.091797
	Iteration 32Q: 3 clusters Score -1100756 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 8172 members 
Entering Unmasked Estep 
Score: -1100760.500000 Penalty: 2960.091797
	Iteration 33Q: 3 clusters Score -1100760 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 8170 members 
Entering Unmasked Estep 
Score: -1100760.250000 Penalty: 2960.091797
	Iteration 34Q: 3 clusters Score -1100760 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 8170 members 
Entering Unmasked Estep 
Score: -1100764.500000 Penalty: 2960.091797
	Iteration 35Q: 3 clusters Score -1100764 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 8172 members 
Entering Unmasked Estep 
Score: -1100766.625000 Penalty: 2960.091797
	Iteration 36Q: 3 clusters Score -1100767 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 8173 members 
Entering Unmasked Estep 
Score: -1100772.000000 Penalty: 2960.091797
	Iteration 37Q: 3 clusters Score -1100772 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 8173 members 
Entering Unmasked Estep 
Score: -1100773.000000 Penalty: 2960.091797
	Iteration 38Q: 3 clusters Score -1100773 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 8169 members 
Entering Unmasked Estep 
Score: -1100772.250000 Penalty: 2960.091797
	Iteration 39Q: 3 clusters Score -1100772 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 8165 members 
Entering Unmasked Estep 
Score: -1100776.000000 Penalty: 2960.091797
	Iteration 40F: 3 clusters Score -1100776 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 8161 members 
Entering Unmasked Estep 
Score: -1100777.125000 Penalty: 2960.091797
	Iteration 41Q: 3 clusters Score -1100777 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 8159 members 
Entering Unmasked Estep 
Score: -1100778.875000 Penalty: 2960.091797
	Iteration 42Q: 3 clusters Score -1100779 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 8160 members 
Entering Unmasked Estep 
Score: -1100780.500000 Penalty: 2960.091797
	Iteration 43Q: 3 clusters Score -1100780 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 8161 members 
Entering Unmasked Estep 
Score: -1100781.125000 Penalty: 2960.091797
	Iteration 44Q: 3 clusters Score -1100781 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 8160 members 
Entering Unmasked Estep 
Score: -1100780.750000 Penalty: 2960.091797
	Iteration 45Q: 3 clusters Score -1100781 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 8157 members 
Entering Unmasked Estep 
Score: -1100782.750000 Penalty: 2960.091797
	Iteration 46Q: 3 clusters Score -1100783 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 8155 members 
Entering Unmasked Estep 
Score: -1100782.375000 Penalty: 2960.091797
	Iteration 47Q: 3 clusters Score -1100782 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 8155 members 
Entering Unmasked Estep 
Score: -1100782.375000 Penalty: 2960.091797
	Iteration 48F: 3 clusters Score -1100782 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (3231 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Entering Unmasked Estep 
Score: -405810.281250 Penalty: 1313.088989
	Iteration 0F: 2 clusters Score -405810.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -402909.625000 Penalty: 2626.177979
	Iteration 0F: 3 clusters Score -402909.6 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -403650.968750 Penalty: 2626.177979
	Iteration 1F: 3 clusters Score -403651 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -403833.281250 Penalty: 2626.177979
	Iteration 2F: 3 clusters Score -403833.3 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -403950.031250 Penalty: 2626.177979
	Iteration 3F: 3 clusters Score -403950 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -404056.562500 Penalty: 2626.177979
	Iteration 4Q: 3 clusters Score -404056.6 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -404175.125000 Penalty: 2626.177979
	Iteration 5F: 3 clusters Score -404175.1 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -404293.406250 Penalty: 2626.177979
	Iteration 6Q: 3 clusters Score -404293.4 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -404404.093750 Penalty: 2626.177979
	Iteration 7Q: 3 clusters Score -404404.1 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -404504.312500 Penalty: 2626.177979
	Iteration 8Q: 3 clusters Score -404504.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -404574.562500 Penalty: 2626.177979
	Iteration 9Q: 3 clusters Score -404574.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -404616.312500 Penalty: 2626.177979
	Iteration 10Q: 3 clusters Score -404616.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -404639.468750 Penalty: 2626.177979
	Iteration 11Q: 3 clusters Score -404639.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -404651.562500 Penalty: 2626.177979
	Iteration 12Q: 3 clusters Score -404651.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -404664.531250 Penalty: 2626.177979
	Iteration 13Q: 3 clusters Score -404664.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -404673.625000 Penalty: 2626.177979
	Iteration 14Q: 3 clusters Score -404673.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -404681.906250 Penalty: 2626.177979
	Iteration 15Q: 3 clusters Score -404681.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -404695.843750 Penalty: 2626.177979
	Iteration 16Q: 3 clusters Score -404695.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -404704.531250 Penalty: 2626.177979
	Iteration 17Q: 3 clusters Score -404704.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -404712.718750 Penalty: 2626.177979
	Iteration 18Q: 3 clusters Score -404712.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -404723.750000 Penalty: 2626.177979
	Iteration 19Q: 3 clusters Score -404723.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -404732.687500 Penalty: 2626.177979
	Iteration 20F: 3 clusters Score -404732.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -404736.906250 Penalty: 2626.177979
	Iteration 21Q: 3 clusters Score -404736.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -404740.843750 Penalty: 2626.177979
	Iteration 22Q: 3 clusters Score -404740.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -404745.500000 Penalty: 2626.177979
	Iteration 23Q: 3 clusters Score -404745.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -404748.000000 Penalty: 2626.177979
	Iteration 24Q: 3 clusters Score -404748 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -404751.343750 Penalty: 2626.177979
	Iteration 25Q: 3 clusters Score -404751.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -404753.781250 Penalty: 2626.177979
	Iteration 26Q: 3 clusters Score -404753.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -404755.125000 Penalty: 2626.177979
	Iteration 27Q: 3 clusters Score -404755.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -404756.968750 Penalty: 2626.177979
	Iteration 28Q: 3 clusters Score -404757 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -404759.718750 Penalty: 2626.177979
	Iteration 29Q: 3 clusters Score -404759.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -404763.375000 Penalty: 2626.177979
	Iteration 30Q: 3 clusters Score -404763.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -404765.250000 Penalty: 2626.177979
	Iteration 31Q: 3 clusters Score -404765.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -404765.687500 Penalty: 2626.177979
	Iteration 32Q: 3 clusters Score -404765.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -404765.687500 Penalty: 2626.177979
	Iteration 33F: 3 clusters Score -404765.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (17957 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17957 members 
Entering Unmasked Estep 
Score: -2078101.250000 Penalty: 1591.807007
	Iteration 0F: 2 clusters Score -2078101 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8875 members 
Mstep: Class 2 contains 9082 members 
Entering Unmasked Estep 
Score: -2065836.375000 Penalty: 3183.614014
	Iteration 0F: 3 clusters Score -2065836 nChanged 8053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8290 members 
Mstep: Class 2 contains 9667 members 
Entering Unmasked Estep 
Score: -2071179.250000 Penalty: 3183.614014
	Iteration 1F: 3 clusters Score -2071179 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7930 members 
Mstep: Class 2 contains 10027 members 
Entering Unmasked Estep 
Score: -2072070.000000 Penalty: 3183.614014
	Iteration 2F: 3 clusters Score -2072070 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7456 members 
Mstep: Class 2 contains 10501 members 
Entering Unmasked Estep 
Score: -2072828.125000 Penalty: 3183.614014
	Iteration 3F: 3 clusters Score -2072828 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6915 members 
Mstep: Class 2 contains 11042 members 
Entering Unmasked Estep 
Score: -2073469.500000 Penalty: 3183.614014
	Iteration 4F: 3 clusters Score -2073470 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6336 members 
Mstep: Class 2 contains 11621 members 
Entering Unmasked Estep 
Score: -2074023.375000 Penalty: 3183.614014
	Iteration 5F: 3 clusters Score -2074023 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 12219 members 
Entering Unmasked Estep 
Score: -2074510.875000 Penalty: 3183.614014
	Iteration 6Q: 3 clusters Score -2074511 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 12830 members 
Entering Unmasked Estep 
Score: -2074946.875000 Penalty: 3183.614014
	Iteration 7Q: 3 clusters Score -2074947 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 13437 members 
Entering Unmasked Estep 
Score: -2075307.625000 Penalty: 3183.614014
	Iteration 8Q: 3 clusters Score -2075308 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 14022 members 
Entering Unmasked Estep 
Score: -2075636.750000 Penalty: 3183.614014
	Iteration 9Q: 3 clusters Score -2075637 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 14565 members 
Entering Unmasked Estep 
Score: -2075934.750000 Penalty: 3183.614014
	Iteration 10Q: 3 clusters Score -2075935 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 15078 members 
Entering Unmasked Estep 
Score: -2076262.125000 Penalty: 3183.614014
	Iteration 11Q: 3 clusters Score -2076262 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 15541 members 
Entering Unmasked Estep 
Score: -2076537.625000 Penalty: 3183.614014
	Iteration 12Q: 3 clusters Score -2076538 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 15906 members 
Entering Unmasked Estep 
Score: -2076764.875000 Penalty: 3183.614014
	Iteration 13Q: 3 clusters Score -2076765 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 16179 members 
Entering Unmasked Estep 
Score: -2076910.375000 Penalty: 3183.614014
	Iteration 14Q: 3 clusters Score -2076910 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 16375 members 
Entering Unmasked Estep 
Score: -2077016.125000 Penalty: 3183.614014
	Iteration 15Q: 3 clusters Score -2077016 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 16534 members 
Entering Unmasked Estep 
Score: -2077084.625000 Penalty: 3183.614014
	Iteration 16Q: 3 clusters Score -2077085 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 16661 members 
Entering Unmasked Estep 
Score: -2077152.625000 Penalty: 3183.614014
	Iteration 17Q: 3 clusters Score -2077153 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 16758 members 
Entering Unmasked Estep 
Score: -2077201.375000 Penalty: 3183.614014
	Iteration 18Q: 3 clusters Score -2077201 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 16840 members 
Entering Unmasked Estep 
Score: -2077252.250000 Penalty: 3183.614014
	Iteration 19Q: 3 clusters Score -2077252 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 16901 members 
Entering Unmasked Estep 
Score: -2077276.750000 Penalty: 3183.614014
	Iteration 20F: 3 clusters Score -2077277 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 16959 members 
Entering Unmasked Estep 
Score: -2077318.375000 Penalty: 3183.614014
	Iteration 21Q: 3 clusters Score -2077318 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 17010 members 
Entering Unmasked Estep 
Score: -2077360.750000 Penalty: 3183.614014
	Iteration 22Q: 3 clusters Score -2077361 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 17051 members 
Entering Unmasked Estep 
Score: -2077401.000000 Penalty: 3183.614014
	Iteration 23Q: 3 clusters Score -2077401 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 17082 members 
Entering Unmasked Estep 
Score: -2077420.125000 Penalty: 3183.614014
	Iteration 24Q: 3 clusters Score -2077420 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 17108 members 
Entering Unmasked Estep 
Score: -2077437.375000 Penalty: 3183.614014
	Iteration 25Q: 3 clusters Score -2077437 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 17128 members 
Entering Unmasked Estep 
Score: -2077456.875000 Penalty: 3183.614014
	Iteration 26Q: 3 clusters Score -2077457 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 17139 members 
Entering Unmasked Estep 
Score: -2077469.625000 Penalty: 3183.614014
	Iteration 27Q: 3 clusters Score -2077470 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 17151 members 
Entering Unmasked Estep 
Score: -2077485.250000 Penalty: 3183.614014
	Iteration 28Q: 3 clusters Score -2077485 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 17155 members 
Entering Unmasked Estep 
Score: -2077493.375000 Penalty: 3183.614014
	Iteration 29Q: 3 clusters Score -2077493 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 17160 members 
Entering Unmasked Estep 
Score: -2077496.125000 Penalty: 3183.614014
	Iteration 30Q: 3 clusters Score -2077496 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 17161 members 
Entering Unmasked Estep 
Score: -2077501.625000 Penalty: 3183.614014
	Iteration 31Q: 3 clusters Score -2077502 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 17164 members 
Entering Unmasked Estep 
Score: -2077504.750000 Penalty: 3183.614014
	Iteration 32Q: 3 clusters Score -2077505 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 17168 members 
Entering Unmasked Estep 
Score: -2077511.125000 Penalty: 3183.614014
	Iteration 33Q: 3 clusters Score -2077511 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 17171 members 
Entering Unmasked Estep 
Score: -2077510.000000 Penalty: 3183.614014
	Iteration 34Q: 3 clusters Score -2077510 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 17170 members 
Entering Unmasked Estep 
Score: -2077510.500000 Penalty: 3183.614014
	Iteration 35Q: 3 clusters Score -2077510 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 17170 members 
Entering Unmasked Estep 
Score: -2077510.500000 Penalty: 3183.614014
	Iteration 36F: 3 clusters Score -2077510 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (38376 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38376 members 
Entering Unmasked Estep 
Score: -4858226.000000 Penalty: 1715.217896
	Iteration 0F: 2 clusters Score -4858226 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19044 members 
Mstep: Class 2 contains 19332 members 
Entering Unmasked Estep 
Score: -4832549.000000 Penalty: 3430.435791
	Iteration 0F: 3 clusters Score -4832549 nChanged 17787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17697 members 
Mstep: Class 2 contains 20679 members 
Entering Unmasked Estep 
Score: -4842806.000000 Penalty: 3430.435791
	Iteration 1F: 3 clusters Score -4842806 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16847 members 
Mstep: Class 2 contains 21529 members 
Entering Unmasked Estep 
Score: -4843446.000000 Penalty: 3430.435791
	Iteration 2Q: 3 clusters Score -4843446 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15672 members 
Mstep: Class 2 contains 22704 members 
Entering Unmasked Estep 
Score: -4844204.000000 Penalty: 3430.435791
	Iteration 3Q: 3 clusters Score -4844204 nChanged 2107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13953 members 
Mstep: Class 2 contains 24423 members 
Entering Unmasked Estep 
Score: -4845306.500000 Penalty: 3430.435791
	Iteration 4F: 3 clusters Score -4845306 nChanged 2467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11712 members 
Mstep: Class 2 contains 26664 members 
Entering Unmasked Estep 
Score: -4846852.500000 Penalty: 3430.435791
	Iteration 5F: 3 clusters Score -4846852 nChanged 2707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9075 members 
Mstep: Class 2 contains 29301 members 
Entering Unmasked Estep 
Score: -4848918.000000 Penalty: 3430.435791
	Iteration 6F: 3 clusters Score -4848918 nChanged 2706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6395 members 
Mstep: Class 2 contains 31981 members 
Entering Unmasked Estep 
Score: -4851289.500000 Penalty: 3430.435791
	Iteration 7F: 3 clusters Score -4851290 nChanged 2339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 34302 members 
Entering Unmasked Estep 
Score: -4853429.500000 Penalty: 3430.435791
	Iteration 8F: 3 clusters Score -4853430 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 35892 members 
Entering Unmasked Estep 
Score: -4854861.500000 Penalty: 3430.435791
	Iteration 9Q: 3 clusters Score -4854862 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 36867 members 
Entering Unmasked Estep 
Score: -4855691.500000 Penalty: 3430.435791
	Iteration 10Q: 3 clusters Score -4855692 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 37404 members 
Entering Unmasked Estep 
Score: -4856199.500000 Penalty: 3430.435791
	Iteration 11Q: 3 clusters Score -4856200 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 37678 members 
Entering Unmasked Estep 
Score: -4856453.000000 Penalty: 3430.435791
	Iteration 12Q: 3 clusters Score -4856453 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 37808 members 
Entering Unmasked Estep 
Score: -4856585.000000 Penalty: 3430.435791
	Iteration 13Q: 3 clusters Score -4856585 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 37889 members 
Entering Unmasked Estep 
Score: -4856669.500000 Penalty: 3430.435791
	Iteration 14Q: 3 clusters Score -4856670 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 37936 members 
Entering Unmasked Estep 
Score: -4856714.500000 Penalty: 3430.435791
	Iteration 15Q: 3 clusters Score -4856714 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 37964 members 
Entering Unmasked Estep 
Score: -4856748.500000 Penalty: 3430.435791
	Iteration 16Q: 3 clusters Score -4856748 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 37998 members 
Entering Unmasked Estep 
Score: -4856795.500000 Penalty: 3430.435791
	Iteration 17Q: 3 clusters Score -4856796 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 38013 members 
Entering Unmasked Estep 
Score: -4856821.000000 Penalty: 3430.435791
	Iteration 18Q: 3 clusters Score -4856821 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 38020 members 
Entering Unmasked Estep 
Score: -4856830.500000 Penalty: 3430.435791
	Iteration 19Q: 3 clusters Score -4856830 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 38027 members 
Entering Unmasked Estep 
Score: -4856835.500000 Penalty: 3430.435791
	Iteration 20F: 3 clusters Score -4856836 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 38034 members 
Entering Unmasked Estep 
Score: -4856837.500000 Penalty: 3430.435791
	Iteration 21Q: 3 clusters Score -4856838 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 38039 members 
Entering Unmasked Estep 
Score: -4856845.500000 Penalty: 3430.435791
	Iteration 22Q: 3 clusters Score -4856846 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 38044 members 
Entering Unmasked Estep 
Score: -4856855.000000 Penalty: 3430.435791
	Iteration 23Q: 3 clusters Score -4856855 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 38049 members 
Entering Unmasked Estep 
Score: -4856860.500000 Penalty: 3430.435791
	Iteration 24Q: 3 clusters Score -4856860 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 38051 members 
Entering Unmasked Estep 
Score: -4856864.000000 Penalty: 3430.435791
	Iteration 25Q: 3 clusters Score -4856864 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 38060 members 
Entering Unmasked Estep 
Score: -4856872.000000 Penalty: 3430.435791
	Iteration 26Q: 3 clusters Score -4856872 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 38063 members 
Entering Unmasked Estep 
Score: -4856875.000000 Penalty: 3430.435791
	Iteration 27Q: 3 clusters Score -4856875 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 38063 members 
Entering Unmasked Estep 
Score: -4856875.000000 Penalty: 3430.435791
	Iteration 28F: 3 clusters Score -4856875 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (39372 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39372 members 
Entering Unmasked Estep 
Score: -4727877.500000 Penalty: 1719.381714
	Iteration 0F: 2 clusters Score -4727878 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19660 members 
Mstep: Class 2 contains 19712 members 
Entering Unmasked Estep 
Score: -4701328.500000 Penalty: 3438.763428
	Iteration 0F: 3 clusters Score -4701328 nChanged 18405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19269 members 
Mstep: Class 2 contains 20103 members 
Entering Unmasked Estep 
Score: -4711802.500000 Penalty: 3438.763428
	Iteration 1F: 3 clusters Score -4711802 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19063 members 
Mstep: Class 2 contains 20309 members 
Entering Unmasked Estep 
Score: -4712365.000000 Penalty: 3438.763428
	Iteration 2Q: 3 clusters Score -4712365 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18728 members 
Mstep: Class 2 contains 20644 members 
Entering Unmasked Estep 
Score: -4713007.500000 Penalty: 3438.763428
	Iteration 3Q: 3 clusters Score -4713008 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18194 members 
Mstep: Class 2 contains 21178 members 
Entering Unmasked Estep 
Score: -4713670.500000 Penalty: 3438.763428
	Iteration 4Q: 3 clusters Score -4713670 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17458 members 
Mstep: Class 2 contains 21914 members 
Entering Unmasked Estep 
Score: -4714445.500000 Penalty: 3438.763428
	Iteration 5Q: 3 clusters Score -4714446 nChanged 1981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16393 members 
Mstep: Class 2 contains 22979 members 
Entering Unmasked Estep 
Score: -4715402.500000 Penalty: 3438.763428
	Iteration 6F: 3 clusters Score -4715402 nChanged 2092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14967 members 
Mstep: Class 2 contains 24405 members 
Entering Unmasked Estep 
Score: -4716554.500000 Penalty: 3438.763428
	Iteration 7F: 3 clusters Score -4716554 nChanged 2185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13288 members 
Mstep: Class 2 contains 26084 members 
Entering Unmasked Estep 
Score: -4717884.500000 Penalty: 3438.763428
	Iteration 8F: 3 clusters Score -4717884 nChanged 2325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11309 members 
Mstep: Class 2 contains 28063 members 
Entering Unmasked Estep 
Score: -4719511.500000 Penalty: 3438.763428
	Iteration 9F: 3 clusters Score -4719512 nChanged 2384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9175 members 
Mstep: Class 2 contains 30197 members 
Entering Unmasked Estep 
Score: -4721283.500000 Penalty: 3438.763428
	Iteration 10F: 3 clusters Score -4721284 nChanged 2249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7072 members 
Mstep: Class 2 contains 32300 members 
Entering Unmasked Estep 
Score: -4723201.000000 Penalty: 3438.763428
	Iteration 11F: 3 clusters Score -4723201 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 34095 members 
Entering Unmasked Estep 
Score: -4724970.000000 Penalty: 3438.763428
	Iteration 12Q: 3 clusters Score -4724970 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 35266 members 
Entering Unmasked Estep 
Score: -4726019.500000 Penalty: 3438.763428
	Iteration 13Q: 3 clusters Score -4726020 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 35981 members 
Entering Unmasked Estep 
Score: -4726514.000000 Penalty: 3438.763428
	Iteration 14Q: 3 clusters Score -4726514 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 36470 members 
Entering Unmasked Estep 
Score: -4726789.500000 Penalty: 3438.763428
	Iteration 15Q: 3 clusters Score -4726790 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 36827 members 
Entering Unmasked Estep 
Score: -4726979.500000 Penalty: 3438.763428
	Iteration 16Q: 3 clusters Score -4726980 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 37088 members 
Entering Unmasked Estep 
Score: -4727135.500000 Penalty: 3438.763428
	Iteration 17Q: 3 clusters Score -4727136 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 37293 members 
Entering Unmasked Estep 
Score: -4727245.000000 Penalty: 3438.763428
	Iteration 18Q: 3 clusters Score -4727245 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 37448 members 
Entering Unmasked Estep 
Score: -4727308.000000 Penalty: 3438.763428
	Iteration 19Q: 3 clusters Score -4727308 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 37569 members 
Entering Unmasked Estep 
Score: -4727373.000000 Penalty: 3438.763428
	Iteration 20F: 3 clusters Score -4727373 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 37658 members 
Entering Unmasked Estep 
Score: -4727397.000000 Penalty: 3438.763428
	Iteration 21Q: 3 clusters Score -4727397 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 37726 members 
Entering Unmasked Estep 
Score: -4727424.000000 Penalty: 3438.763428
	Iteration 22Q: 3 clusters Score -4727424 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 37768 members 
Entering Unmasked Estep 
Score: -4727445.000000 Penalty: 3438.763428
	Iteration 23Q: 3 clusters Score -4727445 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 37797 members 
Entering Unmasked Estep 
Score: -4727450.500000 Penalty: 3438.763428
	Iteration 24Q: 3 clusters Score -4727450 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 37816 members 
Entering Unmasked Estep 
Score: -4727464.500000 Penalty: 3438.763428
	Iteration 25Q: 3 clusters Score -4727464 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 37826 members 
Entering Unmasked Estep 
Score: -4727468.000000 Penalty: 3438.763428
	Iteration 26Q: 3 clusters Score -4727468 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 37840 members 
Entering Unmasked Estep 
Score: -4727474.500000 Penalty: 3438.763428
	Iteration 27Q: 3 clusters Score -4727474 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 37856 members 
Entering Unmasked Estep 
Score: -4727483.500000 Penalty: 3438.763428
	Iteration 28Q: 3 clusters Score -4727484 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 37868 members 
Entering Unmasked Estep 
Score: -4727477.500000 Penalty: 3438.763428
	Iteration 29Q: 3 clusters Score -4727478 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 37884 members 
Entering Unmasked Estep 
Score: -4727485.500000 Penalty: 3438.763428
	Iteration 30Q: 3 clusters Score -4727486 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 37895 members 
Entering Unmasked Estep 
Score: -4727489.000000 Penalty: 3438.763428
	Iteration 31Q: 3 clusters Score -4727489 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 37905 members 
Entering Unmasked Estep 
Score: -4727490.000000 Penalty: 3438.763428
	Iteration 32Q: 3 clusters Score -4727490 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 37908 members 
Entering Unmasked Estep 
Score: -4727487.000000 Penalty: 3438.763428
	Iteration 33Q: 3 clusters Score -4727487 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 37915 members 
Entering Unmasked Estep 
Score: -4727490.000000 Penalty: 3438.763428
	Iteration 34Q: 3 clusters Score -4727490 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 37923 members 
Entering Unmasked Estep 
Score: -4727493.000000 Penalty: 3438.763428
	Iteration 35Q: 3 clusters Score -4727493 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 37928 members 
Entering Unmasked Estep 
Score: -4727494.000000 Penalty: 3438.763428
	Iteration 36Q: 3 clusters Score -4727494 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 37930 members 
Entering Unmasked Estep 
Score: -4727497.000000 Penalty: 3438.763428
	Iteration 37Q: 3 clusters Score -4727497 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 37932 members 
Entering Unmasked Estep 
Score: -4727494.000000 Penalty: 3438.763428
	Iteration 38Q: 3 clusters Score -4727494 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 37931 members 
Entering Unmasked Estep 
Score: -4727497.500000 Penalty: 3438.763428
	Iteration 39Q: 3 clusters Score -4727498 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 37933 members 
Entering Unmasked Estep 
Score: -4727501.500000 Penalty: 3438.763428
	Iteration 40F: 3 clusters Score -4727502 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 37941 members 
Entering Unmasked Estep 
Score: -4727503.500000 Penalty: 3438.763428
	Iteration 41Q: 3 clusters Score -4727504 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 37945 members 
Entering Unmasked Estep 
Score: -4727503.500000 Penalty: 3438.763428
	Iteration 42Q: 3 clusters Score -4727504 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 37954 members 
Entering Unmasked Estep 
Score: -4727505.500000 Penalty: 3438.763428
	Iteration 43Q: 3 clusters Score -4727506 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 37959 members 
Entering Unmasked Estep 
Score: -4727500.000000 Penalty: 3438.763428
	Iteration 44Q: 3 clusters Score -4727500 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 37965 members 
Entering Unmasked Estep 
Score: -4727510.500000 Penalty: 3438.763428
	Iteration 45Q: 3 clusters Score -4727510 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 37974 members 
Entering Unmasked Estep 
Score: -4727515.500000 Penalty: 3438.763428
	Iteration 46Q: 3 clusters Score -4727516 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 37983 members 
Entering Unmasked Estep 
Score: -4727518.000000 Penalty: 3438.763428
	Iteration 47Q: 3 clusters Score -4727518 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 37987 members 
Entering Unmasked Estep 
Score: -4727517.500000 Penalty: 3438.763428
	Iteration 48Q: 3 clusters Score -4727518 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 37990 members 
Entering Unmasked Estep 
Score: -4727519.500000 Penalty: 3438.763428
	Iteration 49Q: 3 clusters Score -4727520 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 37991 members 
Entering Unmasked Estep 
Score: -4727521.500000 Penalty: 3438.763428
	Iteration 50Q: 3 clusters Score -4727522 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 37995 members 
Entering Unmasked Estep 
Score: -4727517.000000 Penalty: 3438.763428
	Iteration 51Q: 3 clusters Score -4727517 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 37996 members 
Entering Unmasked Estep 
Score: -4727520.000000 Penalty: 3438.763428
	Iteration 52Q: 3 clusters Score -4727520 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 37996 members 
Entering Unmasked Estep 
Score: -4727520.000000 Penalty: 3438.763428
	Iteration 53F: 3 clusters Score -4727520 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (3743 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Entering Unmasked Estep 
Score: -443018.062500 Penalty: 1336.991943
	Iteration 0F: 2 clusters Score -443018.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -439842.093750 Penalty: 2673.983887
	Iteration 0F: 3 clusters Score -439842.1 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -440744.281250 Penalty: 2673.983887
	Iteration 1F: 3 clusters Score -440744.3 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -441046.750000 Penalty: 2673.983887
	Iteration 2F: 3 clusters Score -441046.8 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -441274.625000 Penalty: 2673.983887
	Iteration 3F: 3 clusters Score -441274.6 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -441508.750000 Penalty: 2673.983887
	Iteration 4F: 3 clusters Score -441508.8 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -441775.250000 Penalty: 2673.983887
	Iteration 5F: 3 clusters Score -441775.2 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -442096.031250 Penalty: 2673.983887
	Iteration 6F: 3 clusters Score -442096 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -442374.250000 Penalty: 2673.983887
	Iteration 7Q: 3 clusters Score -442374.2 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -442579.812500 Penalty: 2673.983887
	Iteration 8Q: 3 clusters Score -442579.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -442735.687500 Penalty: 2673.983887
	Iteration 9Q: 3 clusters Score -442735.7 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -442872.812500 Penalty: 2673.983887
	Iteration 10Q: 3 clusters Score -442872.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -442953.062500 Penalty: 2673.983887
	Iteration 11Q: 3 clusters Score -442953.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -443006.468750 Penalty: 2673.983887
	Iteration 12Q: 3 clusters Score -443006.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -443078.093750 Penalty: 2673.983887
	Iteration 13Q: 3 clusters Score -443078.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -443139.312500 Penalty: 2673.983887
	Iteration 14Q: 3 clusters Score -443139.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -443160.031250 Penalty: 2673.983887
	Iteration 15Q: 3 clusters Score -443160 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -443178.000000 Penalty: 2673.983887
	Iteration 16Q: 3 clusters Score -443178 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -443199.343750 Penalty: 2673.983887
	Iteration 17Q: 3 clusters Score -443199.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -443212.125000 Penalty: 2673.983887
	Iteration 18Q: 3 clusters Score -443212.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -443218.406250 Penalty: 2673.983887
	Iteration 19Q: 3 clusters Score -443218.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -443229.937500 Penalty: 2673.983887
	Iteration 20F: 3 clusters Score -443229.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -443241.937500 Penalty: 2673.983887
	Iteration 21Q: 3 clusters Score -443241.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -443255.343750 Penalty: 2673.983887
	Iteration 22Q: 3 clusters Score -443255.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -443272.406250 Penalty: 2673.983887
	Iteration 23Q: 3 clusters Score -443272.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -443288.250000 Penalty: 2673.983887
	Iteration 24Q: 3 clusters Score -443288.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -443305.531250 Penalty: 2673.983887
	Iteration 25Q: 3 clusters Score -443305.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -443319.343750 Penalty: 2673.983887
	Iteration 26Q: 3 clusters Score -443319.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -443328.937500 Penalty: 2673.983887
	Iteration 27Q: 3 clusters Score -443328.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -443334.843750 Penalty: 2673.983887
	Iteration 28Q: 3 clusters Score -443334.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -443339.437500 Penalty: 2673.983887
	Iteration 29Q: 3 clusters Score -443339.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -443342.531250 Penalty: 2673.983887
	Iteration 30Q: 3 clusters Score -443342.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -443344.625000 Penalty: 2673.983887
	Iteration 31Q: 3 clusters Score -443344.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -443345.281250 Penalty: 2673.983887
	Iteration 32Q: 3 clusters Score -443345.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -443346.906250 Penalty: 2673.983887
	Iteration 33Q: 3 clusters Score -443346.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -443346.281250 Penalty: 2673.983887
	Iteration 34Q: 3 clusters Score -443346.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -443346.281250 Penalty: 2673.983887
	Iteration 35F: 3 clusters Score -443346.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 8916 members 
Mstep: Class 3 contains 100440 members 
Mstep: Class 4 contains 10465 members 
Mstep: Class 5 contains 2248 members 
Mstep: Class 6 contains 24588 members 
Mstep: Class 7 contains 13974 members 
Mstep: Class 8 contains 8114 members 
Mstep: Class 9 contains 18210 members 
Mstep: Class 10 contains 9487 members 
Mstep: Class 11 contains 9027 members 
Mstep: Class 12 contains 3231 members 
Mstep: Class 13 contains 17957 members 
Mstep: Class 14 contains 38376 members 
Mstep: Class 15 contains 39372 members 
Mstep: Class 16 contains 1510 members 
Mstep: Class 17 contains 5823 members 
Mstep: Class 18 contains 47444 members 
Mstep: Class 19 contains 3485 members 
Mstep: Class 20 contains 3187 members 
Mstep: Class 21 contains 1108 members 
Mstep: Class 22 contains 3316 members 
Mstep: Class 23 contains 43895 members 
Mstep: Class 24 contains 13014 members 
Mstep: Class 25 contains 12667 members 
Mstep: Class 26 contains 2892 members 
Mstep: Class 27 contains 10292 members 
Mstep: Class 28 contains 2334 members 
Mstep: Class 29 contains 25528 members 
Mstep: Class 30 contains 35837 members 
Mstep: Class 31 contains 4577 members 
Mstep: Class 32 contains 23748 members 
Mstep: Class 33 contains 12307 members 
Mstep: Class 34 contains 6104 members 
Mstep: Class 35 contains 4672 members 
Mstep: Class 36 contains 2379 members 
Mstep: Class 37 contains 17832 members 
Mstep: Class 38 contains 8799 members 
Mstep: Class 39 contains 4992 members 
Mstep: Class 40 contains 14622 members 
Mstep: Class 41 contains 10860 members 
Mstep: Class 42 contains 13472 members 
Mstep: Class 43 contains 144560 members 
Mstep: Class 44 contains 29292 members 
Mstep: Class 45 contains 2938 members 
Mstep: Class 46 contains 2233 members 
Entering Unmasked Estep 
Score: -100314288.000000 Penalty: 101793.265625
Splitting cluster 16 changes total score from -100314552.000000 to -100314288.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 17 (5823 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5823 members 
Entering Unmasked Estep 
Score: -725247.187500 Penalty: 1408.805298
	Iteration 0F: 2 clusters Score -725247.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -720717.312500 Penalty: 2817.610596
	Iteration 0F: 3 clusters Score -720717.3 nChanged 2395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -721935.062500 Penalty: 2817.610596
	Iteration 1F: 3 clusters Score -721935.1 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -722173.437500 Penalty: 2817.610596
	Iteration 2F: 3 clusters Score -722173.4 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -722420.875000 Penalty: 2817.610596
	Iteration 3F: 3 clusters Score -722420.9 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -722737.437500 Penalty: 2817.610596
	Iteration 4F: 3 clusters Score -722737.4 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -723099.375000 Penalty: 2817.610596
	Iteration 5F: 3 clusters Score -723099.4 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -723486.250000 Penalty: 2817.610596
	Iteration 6F: 3 clusters Score -723486.2 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -723868.187500 Penalty: 2817.610596
	Iteration 7F: 3 clusters Score -723868.2 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -724220.437500 Penalty: 2817.610596
	Iteration 8F: 3 clusters Score -724220.4 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -724420.937500 Penalty: 2817.610596
	Iteration 9Q: 3 clusters Score -724420.9 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -724603.312500 Penalty: 2817.610596
	Iteration 10Q: 3 clusters Score -724603.3 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -724765.750000 Penalty: 2817.610596
	Iteration 11Q: 3 clusters Score -724765.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -724933.125000 Penalty: 2817.610596
	Iteration 12Q: 3 clusters Score -724933.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -725019.937500 Penalty: 2817.610596
	Iteration 13Q: 3 clusters Score -725019.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -725055.500000 Penalty: 2817.610596
	Iteration 14Q: 3 clusters Score -725055.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -725068.375000 Penalty: 2817.610596
	Iteration 15Q: 3 clusters Score -725068.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -725076.000000 Penalty: 2817.610596
	Iteration 16Q: 3 clusters Score -725076 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -725084.125000 Penalty: 2817.610596
	Iteration 17Q: 3 clusters Score -725084.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -725089.187500 Penalty: 2817.610596
	Iteration 18Q: 3 clusters Score -725089.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -725095.125000 Penalty: 2817.610596
	Iteration 19Q: 3 clusters Score -725095.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -725097.250000 Penalty: 2817.610596
	Iteration 20F: 3 clusters Score -725097.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -725099.875000 Penalty: 2817.610596
	Iteration 21Q: 3 clusters Score -725099.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -725099.812500 Penalty: 2817.610596
	Iteration 22Q: 3 clusters Score -725099.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -725101.937500 Penalty: 2817.610596
	Iteration 23Q: 3 clusters Score -725101.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -725103.187500 Penalty: 2817.610596
	Iteration 24Q: 3 clusters Score -725103.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -725103.375000 Penalty: 2817.610596
	Iteration 25Q: 3 clusters Score -725103.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -725103.375000 Penalty: 2817.610596
	Iteration 26F: 3 clusters Score -725103.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (47444 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47444 members 
Entering Unmasked Estep 
Score: -5985430.500000 Penalty: 1749.687134
	Iteration 0F: 2 clusters Score -5985430 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23723 members 
Mstep: Class 2 contains 23721 members 
Entering Unmasked Estep 
Score: -5953787.000000 Penalty: 3499.374268
	Iteration 0F: 3 clusters Score -5953787 nChanged 22150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24015 members 
Mstep: Class 2 contains 23429 members 
Entering Unmasked Estep 
Score: -5966302.000000 Penalty: 3499.374268
	Iteration 1F: 3 clusters Score -5966302 nChanged 1891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24120 members 
Mstep: Class 2 contains 23324 members 
Entering Unmasked Estep 
Score: -5966835.000000 Penalty: 3499.374268
	Iteration 2Q: 3 clusters Score -5966835 nChanged 1897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24373 members 
Mstep: Class 2 contains 23071 members 
Entering Unmasked Estep 
Score: -5967468.500000 Penalty: 3499.374268
	Iteration 3Q: 3 clusters Score -5967468 nChanged 2047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24752 members 
Mstep: Class 2 contains 22692 members 
Entering Unmasked Estep 
Score: -5968290.500000 Penalty: 3499.374268
	Iteration 4Q: 3 clusters Score -5968290 nChanged 2293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25329 members 
Mstep: Class 2 contains 22115 members 
Entering Unmasked Estep 
Score: -5969272.000000 Penalty: 3499.374268
	Iteration 5Q: 3 clusters Score -5969272 nChanged 2419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26078 members 
Mstep: Class 2 contains 21366 members 
Entering Unmasked Estep 
Score: -5970498.000000 Penalty: 3499.374268
	Iteration 6F: 3 clusters Score -5970498 nChanged 2685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26975 members 
Mstep: Class 2 contains 20469 members 
Entering Unmasked Estep 
Score: -5972009.000000 Penalty: 3499.374268
	Iteration 7F: 3 clusters Score -5972009 nChanged 2680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27947 members 
Mstep: Class 2 contains 19497 members 
Entering Unmasked Estep 
Score: -5973622.500000 Penalty: 3499.374268
	Iteration 8F: 3 clusters Score -5973622 nChanged 2447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28858 members 
Mstep: Class 2 contains 18586 members 
Entering Unmasked Estep 
Score: -5975142.500000 Penalty: 3499.374268
	Iteration 9F: 3 clusters Score -5975142 nChanged 2163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29591 members 
Mstep: Class 2 contains 17853 members 
Entering Unmasked Estep 
Score: -5976573.000000 Penalty: 3499.374268
	Iteration 10Q: 3 clusters Score -5976573 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30144 members 
Mstep: Class 2 contains 17300 members 
Entering Unmasked Estep 
Score: -5977801.500000 Penalty: 3499.374268
	Iteration 11Q: 3 clusters Score -5977802 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30532 members 
Mstep: Class 2 contains 16912 members 
Entering Unmasked Estep 
Score: -5978759.000000 Penalty: 3499.374268
	Iteration 12Q: 3 clusters Score -5978759 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30786 members 
Mstep: Class 2 contains 16658 members 
Entering Unmasked Estep 
Score: -5979484.000000 Penalty: 3499.374268
	Iteration 13Q: 3 clusters Score -5979484 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31017 members 
Mstep: Class 2 contains 16427 members 
Entering Unmasked Estep 
Score: -5979928.000000 Penalty: 3499.374268
	Iteration 14Q: 3 clusters Score -5979928 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31174 members 
Mstep: Class 2 contains 16270 members 
Entering Unmasked Estep 
Score: -5980225.500000 Penalty: 3499.374268
	Iteration 15Q: 3 clusters Score -5980226 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31289 members 
Mstep: Class 2 contains 16155 members 
Entering Unmasked Estep 
Score: -5980466.500000 Penalty: 3499.374268
	Iteration 16Q: 3 clusters Score -5980466 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31334 members 
Mstep: Class 2 contains 16110 members 
Entering Unmasked Estep 
Score: -5980682.000000 Penalty: 3499.374268
	Iteration 17Q: 3 clusters Score -5980682 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31312 members 
Mstep: Class 2 contains 16132 members 
Entering Unmasked Estep 
Score: -5980866.000000 Penalty: 3499.374268
	Iteration 18Q: 3 clusters Score -5980866 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31213 members 
Mstep: Class 2 contains 16231 members 
Entering Unmasked Estep 
Score: -5981110.000000 Penalty: 3499.374268
	Iteration 19Q: 3 clusters Score -5981110 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31090 members 
Mstep: Class 2 contains 16354 members 
Entering Unmasked Estep 
Score: -5981319.000000 Penalty: 3499.374268
	Iteration 20F: 3 clusters Score -5981319 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30961 members 
Mstep: Class 2 contains 16483 members 
Entering Unmasked Estep 
Score: -5981493.500000 Penalty: 3499.374268
	Iteration 21Q: 3 clusters Score -5981494 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30811 members 
Mstep: Class 2 contains 16633 members 
Entering Unmasked Estep 
Score: -5981727.000000 Penalty: 3499.374268
	Iteration 22Q: 3 clusters Score -5981727 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30577 members 
Mstep: Class 2 contains 16867 members 
Entering Unmasked Estep 
Score: -5981964.000000 Penalty: 3499.374268
	Iteration 23Q: 3 clusters Score -5981964 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30343 members 
Mstep: Class 2 contains 17101 members 
Entering Unmasked Estep 
Score: -5982171.000000 Penalty: 3499.374268
	Iteration 24Q: 3 clusters Score -5982171 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30111 members 
Mstep: Class 2 contains 17333 members 
Entering Unmasked Estep 
Score: -5982380.000000 Penalty: 3499.374268
	Iteration 25Q: 3 clusters Score -5982380 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29856 members 
Mstep: Class 2 contains 17588 members 
Entering Unmasked Estep 
Score: -5982595.500000 Penalty: 3499.374268
	Iteration 26Q: 3 clusters Score -5982596 nChanged 502
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29628 members 
Mstep: Class 2 contains 17816 members 
Entering Unmasked Estep 
Score: -5982754.500000 Penalty: 3499.374268
	Iteration 27Q: 3 clusters Score -5982754 nChanged 441
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29443 members 
Mstep: Class 2 contains 18001 members 
Entering Unmasked Estep 
Score: -5982828.000000 Penalty: 3499.374268
	Iteration 28Q: 3 clusters Score -5982828 nChanged 385
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29298 members 
Mstep: Class 2 contains 18146 members 
Entering Unmasked Estep 
Score: -5982922.000000 Penalty: 3499.374268
	Iteration 29Q: 3 clusters Score -5982922 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29205 members 
Mstep: Class 2 contains 18239 members 
Entering Unmasked Estep 
Score: -5982960.000000 Penalty: 3499.374268
	Iteration 30Q: 3 clusters Score -5982960 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29137 members 
Mstep: Class 2 contains 18307 members 
Entering Unmasked Estep 
Score: -5982977.000000 Penalty: 3499.374268
	Iteration 31Q: 3 clusters Score -5982977 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29082 members 
Mstep: Class 2 contains 18362 members 
Entering Unmasked Estep 
Score: -5983032.000000 Penalty: 3499.374268
	Iteration 32Q: 3 clusters Score -5983032 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29045 members 
Mstep: Class 2 contains 18399 members 
Entering Unmasked Estep 
Score: -5983047.000000 Penalty: 3499.374268
	Iteration 33Q: 3 clusters Score -5983047 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29027 members 
Mstep: Class 2 contains 18417 members 
Entering Unmasked Estep 
Score: -5983097.000000 Penalty: 3499.374268
	Iteration 34Q: 3 clusters Score -5983097 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29031 members 
Mstep: Class 2 contains 18413 members 
Entering Unmasked Estep 
Score: -5983106.500000 Penalty: 3499.374268
	Iteration 35Q: 3 clusters Score -5983106 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29065 members 
Mstep: Class 2 contains 18379 members 
Entering Unmasked Estep 
Score: -5983125.000000 Penalty: 3499.374268
	Iteration 36Q: 3 clusters Score -5983125 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29099 members 
Mstep: Class 2 contains 18345 members 
Entering Unmasked Estep 
Score: -5983152.000000 Penalty: 3499.374268
	Iteration 37Q: 3 clusters Score -5983152 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29149 members 
Mstep: Class 2 contains 18295 members 
Entering Unmasked Estep 
Score: -5983164.000000 Penalty: 3499.374268
	Iteration 38Q: 3 clusters Score -5983164 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29219 members 
Mstep: Class 2 contains 18225 members 
Entering Unmasked Estep 
Score: -5983170.000000 Penalty: 3499.374268
	Iteration 39Q: 3 clusters Score -5983170 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29304 members 
Mstep: Class 2 contains 18140 members 
Entering Unmasked Estep 
Score: -5983199.000000 Penalty: 3499.374268
	Iteration 40F: 3 clusters Score -5983199 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29403 members 
Mstep: Class 2 contains 18041 members 
Entering Unmasked Estep 
Score: -5983253.000000 Penalty: 3499.374268
	Iteration 41Q: 3 clusters Score -5983253 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29510 members 
Mstep: Class 2 contains 17934 members 
Entering Unmasked Estep 
Score: -5983280.500000 Penalty: 3499.374268
	Iteration 42Q: 3 clusters Score -5983280 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29657 members 
Mstep: Class 2 contains 17787 members 
Entering Unmasked Estep 
Score: -5983347.500000 Penalty: 3499.374268
	Iteration 43Q: 3 clusters Score -5983348 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29852 members 
Mstep: Class 2 contains 17592 members 
Entering Unmasked Estep 
Score: -5983385.500000 Penalty: 3499.374268
	Iteration 44Q: 3 clusters Score -5983386 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30093 members 
Mstep: Class 2 contains 17351 members 
Entering Unmasked Estep 
Score: -5983469.000000 Penalty: 3499.374268
	Iteration 45Q: 3 clusters Score -5983469 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30396 members 
Mstep: Class 2 contains 17048 members 
Entering Unmasked Estep 
Score: -5983585.500000 Penalty: 3499.374268
	Iteration 46Q: 3 clusters Score -5983586 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30710 members 
Mstep: Class 2 contains 16734 members 
Entering Unmasked Estep 
Score: -5983719.000000 Penalty: 3499.374268
	Iteration 47Q: 3 clusters Score -5983719 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31074 members 
Mstep: Class 2 contains 16370 members 
Entering Unmasked Estep 
Score: -5983904.500000 Penalty: 3499.374268
	Iteration 48Q: 3 clusters Score -5983904 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31437 members 
Mstep: Class 2 contains 16007 members 
Entering Unmasked Estep 
Score: -5984040.000000 Penalty: 3499.374268
	Iteration 49Q: 3 clusters Score -5984040 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31783 members 
Mstep: Class 2 contains 15661 members 
Entering Unmasked Estep 
Score: -5984191.000000 Penalty: 3499.374268
	Iteration 50Q: 3 clusters Score -5984191 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32148 members 
Mstep: Class 2 contains 15296 members 
Entering Unmasked Estep 
Score: -5984311.500000 Penalty: 3499.374268
	Iteration 51Q: 3 clusters Score -5984312 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32497 members 
Mstep: Class 2 contains 14947 members 
Entering Unmasked Estep 
Score: -5984439.000000 Penalty: 3499.374268
	Iteration 52Q: 3 clusters Score -5984439 nChanged 355
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32818 members 
Mstep: Class 2 contains 14626 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -5984582 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33112 members 
Mstep: Class 2 contains 14332 members 
Entering Unmasked Estep 
Score: -5984602.000000 Penalty: 3499.374268
	Iteration 54Q: 3 clusters Score -5984602 nChanged 259
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33361 members 
Mstep: Class 2 contains 14083 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -5984668 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33579 members 
Mstep: Class 2 contains 13865 members 
Entering Unmasked Estep 
Score: -5984701.500000 Penalty: 3499.374268
	Iteration 56Q: 3 clusters Score -5984702 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33781 members 
Mstep: Class 2 contains 13663 members 
Entering Unmasked Estep 
Score: -5984730.500000 Penalty: 3499.374268
	Iteration 57Q: 3 clusters Score -5984730 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33965 members 
Mstep: Class 2 contains 13479 members 
Entering Unmasked Estep 
Score: -5984779.500000 Penalty: 3499.374268
	Iteration 58Q: 3 clusters Score -5984780 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34124 members 
Mstep: Class 2 contains 13320 members 
Entering Unmasked Estep 
Score: -5984787.000000 Penalty: 3499.374268
	Iteration 59Q: 3 clusters Score -5984787 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34257 members 
Mstep: Class 2 contains 13187 members 
Entering Unmasked Estep 
Score: -5984786.500000 Penalty: 3499.374268
	Iteration 60F: 3 clusters Score -5984786 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34365 members 
Mstep: Class 2 contains 13079 members 
Entering Unmasked Estep 
Score: -5984806.500000 Penalty: 3499.374268
	Iteration 61Q: 3 clusters Score -5984806 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34465 members 
Mstep: Class 2 contains 12979 members 
Entering Unmasked Estep 
Score: -5984809.500000 Penalty: 3499.374268
	Iteration 62Q: 3 clusters Score -5984810 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34560 members 
Mstep: Class 2 contains 12884 members 
Entering Unmasked Estep 
Score: -5984817.500000 Penalty: 3499.374268
	Iteration 63Q: 3 clusters Score -5984818 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34658 members 
Mstep: Class 2 contains 12786 members 
Entering Unmasked Estep 
Score: -5984804.000000 Penalty: 3499.374268
	Iteration 64Q: 3 clusters Score -5984804 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34746 members 
Mstep: Class 2 contains 12698 members 
Entering Unmasked Estep 
Score: -5984821.000000 Penalty: 3499.374268
	Iteration 65Q: 3 clusters Score -5984821 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34837 members 
Mstep: Class 2 contains 12607 members 
Entering Unmasked Estep 
Score: -5984829.000000 Penalty: 3499.374268
	Iteration 66Q: 3 clusters Score -5984829 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34929 members 
Mstep: Class 2 contains 12515 members 
Entering Unmasked Estep 
Score: -5984851.500000 Penalty: 3499.374268
	Iteration 67Q: 3 clusters Score -5984852 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35012 members 
Mstep: Class 2 contains 12432 members 
Entering Unmasked Estep 
Score: -5984852.500000 Penalty: 3499.374268
	Iteration 68Q: 3 clusters Score -5984852 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35093 members 
Mstep: Class 2 contains 12351 members 
Entering Unmasked Estep 
Score: -5984870.000000 Penalty: 3499.374268
	Iteration 69Q: 3 clusters Score -5984870 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35159 members 
Mstep: Class 2 contains 12285 members 
Entering Unmasked Estep 
Score: -5984885.000000 Penalty: 3499.374268
	Iteration 70Q: 3 clusters Score -5984885 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35207 members 
Mstep: Class 2 contains 12237 members 
Entering Unmasked Estep 
Score: -5984896.500000 Penalty: 3499.374268
	Iteration 71Q: 3 clusters Score -5984896 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35255 members 
Mstep: Class 2 contains 12189 members 
Entering Unmasked Estep 
Score: -5984881.000000 Penalty: 3499.374268
	Iteration 72Q: 3 clusters Score -5984881 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35291 members 
Mstep: Class 2 contains 12153 members 
Entering Unmasked Estep 
Score: -5984890.000000 Penalty: 3499.374268
	Iteration 73Q: 3 clusters Score -5984890 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35323 members 
Mstep: Class 2 contains 12121 members 
Entering Unmasked Estep 
Score: -5984886.000000 Penalty: 3499.374268
	Iteration 74Q: 3 clusters Score -5984886 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35353 members 
Mstep: Class 2 contains 12091 members 
Entering Unmasked Estep 
Score: -5984881.000000 Penalty: 3499.374268
	Iteration 75Q: 3 clusters Score -5984881 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35371 members 
Mstep: Class 2 contains 12073 members 
Entering Unmasked Estep 
Score: -5984882.000000 Penalty: 3499.374268
	Iteration 76Q: 3 clusters Score -5984882 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35384 members 
Mstep: Class 2 contains 12060 members 
Entering Unmasked Estep 
Score: -5984875.500000 Penalty: 3499.374268
	Iteration 77Q: 3 clusters Score -5984876 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35395 members 
Mstep: Class 2 contains 12049 members 
Entering Unmasked Estep 
Score: -5984873.500000 Penalty: 3499.374268
	Iteration 78Q: 3 clusters Score -5984874 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35404 members 
Mstep: Class 2 contains 12040 members 
Entering Unmasked Estep 
Score: -5984870.500000 Penalty: 3499.374268
	Iteration 79Q: 3 clusters Score -5984870 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35415 members 
Mstep: Class 2 contains 12029 members 
Entering Unmasked Estep 
Score: -5984871.000000 Penalty: 3499.374268
	Iteration 80F: 3 clusters Score -5984871 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35424 members 
Mstep: Class 2 contains 12020 members 
Entering Unmasked Estep 
Score: -5984874.500000 Penalty: 3499.374268
	Iteration 81Q: 3 clusters Score -5984874 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35432 members 
Mstep: Class 2 contains 12012 members 
Entering Unmasked Estep 
Score: -5984874.000000 Penalty: 3499.374268
	Iteration 82Q: 3 clusters Score -5984874 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35439 members 
Mstep: Class 2 contains 12005 members 
Entering Unmasked Estep 
Score: -5984876.500000 Penalty: 3499.374268
	Iteration 83Q: 3 clusters Score -5984876 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35448 members 
Mstep: Class 2 contains 11996 members 
Entering Unmasked Estep 
Score: -5984873.000000 Penalty: 3499.374268
	Iteration 84Q: 3 clusters Score -5984873 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35456 members 
Mstep: Class 2 contains 11988 members 
Entering Unmasked Estep 
Score: -5984874.000000 Penalty: 3499.374268
	Iteration 85Q: 3 clusters Score -5984874 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35464 members 
Mstep: Class 2 contains 11980 members 
Entering Unmasked Estep 
Score: -5984877.500000 Penalty: 3499.374268
	Iteration 86Q: 3 clusters Score -5984878 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35475 members 
Mstep: Class 2 contains 11969 members 
Entering Unmasked Estep 
Score: -5984874.000000 Penalty: 3499.374268
	Iteration 87Q: 3 clusters Score -5984874 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35486 members 
Mstep: Class 2 contains 11958 members 
Entering Unmasked Estep 
Score: -5984882.500000 Penalty: 3499.374268
	Iteration 88Q: 3 clusters Score -5984882 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35493 members 
Mstep: Class 2 contains 11951 members 
Entering Unmasked Estep 
Score: -5984882.500000 Penalty: 3499.374268
	Iteration 89Q: 3 clusters Score -5984882 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35499 members 
Mstep: Class 2 contains 11945 members 
Entering Unmasked Estep 
Score: -5984885.000000 Penalty: 3499.374268
	Iteration 90Q: 3 clusters Score -5984885 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35504 members 
Mstep: Class 2 contains 11940 members 
Entering Unmasked Estep 
Score: -5984888.000000 Penalty: 3499.374268
	Iteration 91Q: 3 clusters Score -5984888 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35508 members 
Mstep: Class 2 contains 11936 members 
Entering Unmasked Estep 
Score: -5984887.500000 Penalty: 3499.374268
	Iteration 92Q: 3 clusters Score -5984888 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35513 members 
Mstep: Class 2 contains 11931 members 
Entering Unmasked Estep 
Score: -5984890.000000 Penalty: 3499.374268
	Iteration 93Q: 3 clusters Score -5984890 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35519 members 
Mstep: Class 2 contains 11925 members 
Entering Unmasked Estep 
Score: -5984886.500000 Penalty: 3499.374268
	Iteration 94Q: 3 clusters Score -5984886 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35527 members 
Mstep: Class 2 contains 11917 members 
Entering Unmasked Estep 
Score: -5984884.500000 Penalty: 3499.374268
	Iteration 95Q: 3 clusters Score -5984884 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35537 members 
Mstep: Class 2 contains 11907 members 
Entering Unmasked Estep 
Score: -5984885.500000 Penalty: 3499.374268
	Iteration 96Q: 3 clusters Score -5984886 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35545 members 
Mstep: Class 2 contains 11899 members 
Entering Unmasked Estep 
Score: -5984884.500000 Penalty: 3499.374268
	Iteration 97Q: 3 clusters Score -5984884 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35552 members 
Mstep: Class 2 contains 11892 members 
Entering Unmasked Estep 
Score: -5984887.500000 Penalty: 3499.374268
	Iteration 98Q: 3 clusters Score -5984888 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35560 members 
Mstep: Class 2 contains 11884 members 
Entering Unmasked Estep 
Score: -5984885.500000 Penalty: 3499.374268
	Iteration 99Q: 3 clusters Score -5984886 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35567 members 
Mstep: Class 2 contains 11877 members 
Entering Unmasked Estep 
Score: -5984885.000000 Penalty: 3499.374268
	Iteration 100F: 3 clusters Score -5984885 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35574 members 
Mstep: Class 2 contains 11870 members 
Entering Unmasked Estep 
Score: -5984881.000000 Penalty: 3499.374268
	Iteration 101Q: 3 clusters Score -5984881 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35578 members 
Mstep: Class 2 contains 11866 members 
Entering Unmasked Estep 
Score: -5984883.000000 Penalty: 3499.374268
	Iteration 102Q: 3 clusters Score -5984883 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35580 members 
Mstep: Class 2 contains 11864 members 
Entering Unmasked Estep 
Score: -5984879.500000 Penalty: 3499.374268
	Iteration 103Q: 3 clusters Score -5984880 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35581 members 
Mstep: Class 2 contains 11863 members 
Entering Unmasked Estep 
Score: -5984882.000000 Penalty: 3499.374268
	Iteration 104Q: 3 clusters Score -5984882 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35582 members 
Mstep: Class 2 contains 11862 members 
Entering Unmasked Estep 
Score: -5984878.500000 Penalty: 3499.374268
	Iteration 105Q: 3 clusters Score -5984878 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35584 members 
Mstep: Class 2 contains 11860 members 
Entering Unmasked Estep 
Score: -5984878.500000 Penalty: 3499.374268
	Iteration 106Q: 3 clusters Score -5984878 nChanged 0
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35584 members 
Mstep: Class 2 contains 11860 members 
Entering Unmasked Estep 
Score: -5984878.500000 Penalty: 3499.374268
	Iteration 107F: 3 clusters Score -5984878 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (3485 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3485 members 
Entering Unmasked Estep 
Score: -422711.093750 Penalty: 1325.386230
	Iteration 0F: 2 clusters Score -422711.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -419644.593750 Penalty: 2650.772461
	Iteration 0F: 3 clusters Score -419644.6 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -420523.281250 Penalty: 2650.772461
	Iteration 1F: 3 clusters Score -420523.3 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -420738.500000 Penalty: 2650.772461
	Iteration 2F: 3 clusters Score -420738.5 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -420858.562500 Penalty: 2650.772461
	Iteration 3F: 3 clusters Score -420858.6 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -420944.781250 Penalty: 2650.772461
	Iteration 4Q: 3 clusters Score -420944.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -421009.281250 Penalty: 2650.772461
	Iteration 5Q: 3 clusters Score -421009.3 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -421068.750000 Penalty: 2650.772461
	Iteration 6Q: 3 clusters Score -421068.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -421133.093750 Penalty: 2650.772461
	Iteration 7Q: 3 clusters Score -421133.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -421202.968750 Penalty: 2650.772461
	Iteration 8Q: 3 clusters Score -421203 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -421278.406250 Penalty: 2650.772461
	Iteration 9Q: 3 clusters Score -421278.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -421352.375000 Penalty: 2650.772461
	Iteration 10Q: 3 clusters Score -421352.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -421416.781250 Penalty: 2650.772461
	Iteration 11Q: 3 clusters Score -421416.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -421475.250000 Penalty: 2650.772461
	Iteration 12Q: 3 clusters Score -421475.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -421538.218750 Penalty: 2650.772461
	Iteration 13Q: 3 clusters Score -421538.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -421593.406250 Penalty: 2650.772461
	Iteration 14Q: 3 clusters Score -421593.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -421642.312500 Penalty: 2650.772461
	Iteration 15Q: 3 clusters Score -421642.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -421690.031250 Penalty: 2650.772461
	Iteration 16Q: 3 clusters Score -421690 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -421719.156250 Penalty: 2650.772461
	Iteration 17Q: 3 clusters Score -421719.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -421744.062500 Penalty: 2650.772461
	Iteration 18Q: 3 clusters Score -421744.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -421759.750000 Penalty: 2650.772461
	Iteration 19Q: 3 clusters Score -421759.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -421772.375000 Penalty: 2650.772461
	Iteration 20F: 3 clusters Score -421772.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -421778.343750 Penalty: 2650.772461
	Iteration 21Q: 3 clusters Score -421778.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -421784.281250 Penalty: 2650.772461
	Iteration 22Q: 3 clusters Score -421784.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -421789.156250 Penalty: 2650.772461
	Iteration 23Q: 3 clusters Score -421789.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -421792.187500 Penalty: 2650.772461
	Iteration 24Q: 3 clusters Score -421792.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -421793.000000 Penalty: 2650.772461
	Iteration 25Q: 3 clusters Score -421793 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -421794.937500 Penalty: 2650.772461
	Iteration 26Q: 3 clusters Score -421794.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -421800.218750 Penalty: 2650.772461
	Iteration 27Q: 3 clusters Score -421800.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -421805.968750 Penalty: 2650.772461
	Iteration 28Q: 3 clusters Score -421806 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -421813.500000 Penalty: 2650.772461
	Iteration 29Q: 3 clusters Score -421813.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -421820.062500 Penalty: 2650.772461
	Iteration 30Q: 3 clusters Score -421820.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -421831.312500 Penalty: 2650.772461
	Iteration 31Q: 3 clusters Score -421831.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -421843.156250 Penalty: 2650.772461
	Iteration 32Q: 3 clusters Score -421843.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -421852.843750 Penalty: 2650.772461
	Iteration 33Q: 3 clusters Score -421852.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -421862.656250 Penalty: 2650.772461
	Iteration 34Q: 3 clusters Score -421862.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -421867.343750 Penalty: 2650.772461
	Iteration 35Q: 3 clusters Score -421867.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -421873.343750 Penalty: 2650.772461
	Iteration 36Q: 3 clusters Score -421873.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -421881.625000 Penalty: 2650.772461
	Iteration 37Q: 3 clusters Score -421881.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -421890.375000 Penalty: 2650.772461
	Iteration 38Q: 3 clusters Score -421890.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -421896.187500 Penalty: 2650.772461
	Iteration 39Q: 3 clusters Score -421896.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -421898.656250 Penalty: 2650.772461
	Iteration 40F: 3 clusters Score -421898.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -421901.187500 Penalty: 2650.772461
	Iteration 41Q: 3 clusters Score -421901.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -421903.125000 Penalty: 2650.772461
	Iteration 42Q: 3 clusters Score -421903.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -421906.343750 Penalty: 2650.772461
	Iteration 43Q: 3 clusters Score -421906.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -421907.093750 Penalty: 2650.772461
	Iteration 44Q: 3 clusters Score -421907.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -421907.625000 Penalty: 2650.772461
	Iteration 45Q: 3 clusters Score -421907.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -421907.625000 Penalty: 2650.772461
	Iteration 46F: 3 clusters Score -421907.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (3187 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Entering Unmasked Estep 
Score: -329281.031250 Penalty: 1310.860718
	Iteration 0F: 2 clusters Score -329281 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -326537.750000 Penalty: 2621.721436
	Iteration 0F: 3 clusters Score -326537.8 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -327667.906250 Penalty: 2621.721436
	Iteration 1F: 3 clusters Score -327667.9 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -328130.750000 Penalty: 2621.721436
	Iteration 2F: 3 clusters Score -328130.8 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -328457.968750 Penalty: 2621.721436
	Iteration 3F: 3 clusters Score -328458 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -328712.406250 Penalty: 2621.721436
	Iteration 4F: 3 clusters Score -328712.4 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -328887.750000 Penalty: 2621.721436
	Iteration 5F: 3 clusters Score -328887.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -328990.593750 Penalty: 2621.721436
	Iteration 6Q: 3 clusters Score -328990.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -329043.781250 Penalty: 2621.721436
	Iteration 7Q: 3 clusters Score -329043.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -329071.531250 Penalty: 2621.721436
	Iteration 8Q: 3 clusters Score -329071.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -329086.718750 Penalty: 2621.721436
	Iteration 9Q: 3 clusters Score -329086.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -329096.406250 Penalty: 2621.721436
	Iteration 10Q: 3 clusters Score -329096.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -329103.125000 Penalty: 2621.721436
	Iteration 11Q: 3 clusters Score -329103.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -329108.312500 Penalty: 2621.721436
	Iteration 12Q: 3 clusters Score -329108.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -329114.625000 Penalty: 2621.721436
	Iteration 13Q: 3 clusters Score -329114.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -329121.406250 Penalty: 2621.721436
	Iteration 14Q: 3 clusters Score -329121.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -329127.312500 Penalty: 2621.721436
	Iteration 15Q: 3 clusters Score -329127.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -329135.406250 Penalty: 2621.721436
	Iteration 16Q: 3 clusters Score -329135.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -329143.156250 Penalty: 2621.721436
	Iteration 17Q: 3 clusters Score -329143.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -329146.718750 Penalty: 2621.721436
	Iteration 18Q: 3 clusters Score -329146.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -329148.593750 Penalty: 2621.721436
	Iteration 19Q: 3 clusters Score -329148.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -329151.031250 Penalty: 2621.721436
	Iteration 20F: 3 clusters Score -329151 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -329152.156250 Penalty: 2621.721436
	Iteration 21Q: 3 clusters Score -329152.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -329153.500000 Penalty: 2621.721436
	Iteration 22Q: 3 clusters Score -329153.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -329153.687500 Penalty: 2621.721436
	Iteration 23Q: 3 clusters Score -329153.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -329156.406250 Penalty: 2621.721436
	Iteration 24Q: 3 clusters Score -329156.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -329159.187500 Penalty: 2621.721436
	Iteration 25Q: 3 clusters Score -329159.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -329162.062500 Penalty: 2621.721436
	Iteration 26Q: 3 clusters Score -329162.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -329166.312500 Penalty: 2621.721436
	Iteration 27Q: 3 clusters Score -329166.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -329171.843750 Penalty: 2621.721436
	Iteration 28Q: 3 clusters Score -329171.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -329178.718750 Penalty: 2621.721436
	Iteration 29Q: 3 clusters Score -329178.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -329189.218750 Penalty: 2621.721436
	Iteration 30Q: 3 clusters Score -329189.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -329199.468750 Penalty: 2621.721436
	Iteration 31Q: 3 clusters Score -329199.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -329210.843750 Penalty: 2621.721436
	Iteration 32Q: 3 clusters Score -329210.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -329217.781250 Penalty: 2621.721436
	Iteration 33Q: 3 clusters Score -329217.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -329223.562500 Penalty: 2621.721436
	Iteration 34Q: 3 clusters Score -329223.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -329227.062500 Penalty: 2621.721436
	Iteration 35Q: 3 clusters Score -329227.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -329229.406250 Penalty: 2621.721436
	Iteration 36Q: 3 clusters Score -329229.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -329231.875000 Penalty: 2621.721436
	Iteration 37Q: 3 clusters Score -329231.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -329234.593750 Penalty: 2621.721436
	Iteration 38Q: 3 clusters Score -329234.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -329240.187500 Penalty: 2621.721436
	Iteration 39Q: 3 clusters Score -329240.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -329242.718750 Penalty: 2621.721436
	Iteration 40F: 3 clusters Score -329242.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -329243.750000 Penalty: 2621.721436
	Iteration 41Q: 3 clusters Score -329243.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -329244.187500 Penalty: 2621.721436
	Iteration 42Q: 3 clusters Score -329244.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -329246.218750 Penalty: 2621.721436
	Iteration 43Q: 3 clusters Score -329246.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -329248.500000 Penalty: 2621.721436
	Iteration 44Q: 3 clusters Score -329248.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -329251.843750 Penalty: 2621.721436
	Iteration 45Q: 3 clusters Score -329251.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -329252.406250 Penalty: 2621.721436
	Iteration 46Q: 3 clusters Score -329252.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -329253.750000 Penalty: 2621.721436
	Iteration 47Q: 3 clusters Score -329253.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -329255.625000 Penalty: 2621.721436
	Iteration 48Q: 3 clusters Score -329255.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -329255.687500 Penalty: 2621.721436
	Iteration 49Q: 3 clusters Score -329255.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -329256.343750 Penalty: 2621.721436
	Iteration 50Q: 3 clusters Score -329256.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -329257.281250 Penalty: 2621.721436
	Iteration 51Q: 3 clusters Score -329257.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -329259.125000 Penalty: 2621.721436
	Iteration 52Q: 3 clusters Score -329259.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -329260.406250 Penalty: 2621.721436
	Iteration 53Q: 3 clusters Score -329260.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -329263.062500 Penalty: 2621.721436
	Iteration 54Q: 3 clusters Score -329263.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -329264.218750 Penalty: 2621.721436
	Iteration 55Q: 3 clusters Score -329264.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -329265.343750 Penalty: 2621.721436
	Iteration 56Q: 3 clusters Score -329265.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -329265.875000 Penalty: 2621.721436
	Iteration 57Q: 3 clusters Score -329265.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -329269.218750 Penalty: 2621.721436
	Iteration 58Q: 3 clusters Score -329269.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -329272.906250 Penalty: 2621.721436
	Iteration 59Q: 3 clusters Score -329272.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -329277.312500 Penalty: 2621.721436
	Iteration 60F: 3 clusters Score -329277.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -329280.000000 Penalty: 2621.721436
	Iteration 61Q: 3 clusters Score -329280 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -329280.812500 Penalty: 2621.721436
	Iteration 62Q: 3 clusters Score -329280.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -329281.656250 Penalty: 2621.721436
	Iteration 63Q: 3 clusters Score -329281.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -329281.656250 Penalty: 2621.721436
	Iteration 64F: 3 clusters Score -329281.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 8916 members 
Mstep: Class 3 contains 100440 members 
Mstep: Class 4 contains 10465 members 
Mstep: Class 5 contains 2248 members 
Mstep: Class 6 contains 24588 members 
Mstep: Class 7 contains 13974 members 
Mstep: Class 8 contains 8114 members 
Mstep: Class 9 contains 18210 members 
Mstep: Class 10 contains 9487 members 
Mstep: Class 11 contains 9027 members 
Mstep: Class 12 contains 3231 members 
Mstep: Class 13 contains 17957 members 
Mstep: Class 14 contains 38376 members 
Mstep: Class 15 contains 39372 members 
Mstep: Class 16 contains 3743 members 
Mstep: Class 17 contains 5823 members 
Mstep: Class 18 contains 47444 members 
Mstep: Class 19 contains 3485 members 
Mstep: Class 20 contains 1702 members 
Mstep: Class 21 contains 1108 members 
Mstep: Class 22 contains 3316 members 
Mstep: Class 23 contains 43895 members 
Mstep: Class 24 contains 13014 members 
Mstep: Class 25 contains 12667 members 
Mstep: Class 26 contains 2892 members 
Mstep: Class 27 contains 10292 members 
Mstep: Class 28 contains 2334 members 
Mstep: Class 29 contains 25528 members 
Mstep: Class 30 contains 35837 members 
Mstep: Class 31 contains 4577 members 
Mstep: Class 32 contains 23748 members 
Mstep: Class 33 contains 12307 members 
Mstep: Class 34 contains 6104 members 
Mstep: Class 35 contains 4672 members 
Mstep: Class 36 contains 2379 members 
Mstep: Class 37 contains 17832 members 
Mstep: Class 38 contains 8799 members 
Mstep: Class 39 contains 4992 members 
Mstep: Class 40 contains 14622 members 
Mstep: Class 41 contains 10860 members 
Mstep: Class 42 contains 13472 members 
Mstep: Class 43 contains 144560 members 
Mstep: Class 44 contains 29292 members 
Mstep: Class 45 contains 2938 members 
Mstep: Class 46 contains 1485 members 
Entering Unmasked Estep 
Score: -100313760.000000 Penalty: 101793.265625
Splitting cluster 20 changes total score from -100314552.000000 to -100313760.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 21 (1108 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Entering Unmasked Estep 
Score: -132764.687500 Penalty: 1139.175659
	Iteration 0F: 2 clusters Score -132764.7 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 561 members 
Entering Unmasked Estep 
Score: -131240.250000 Penalty: 2278.351318
	Iteration 0F: 3 clusters Score -131240.2 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -131537.203125 Penalty: 2278.351318
	Iteration 1F: 3 clusters Score -131537.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -131695.937500 Penalty: 2278.351318
	Iteration 2F: 3 clusters Score -131695.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -131826.515625 Penalty: 2278.351318
	Iteration 3F: 3 clusters Score -131826.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -131915.625000 Penalty: 2278.351318
	Iteration 4F: 3 clusters Score -131915.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -131979.765625 Penalty: 2278.351318
	Iteration 5Q: 3 clusters Score -131979.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -132044.843750 Penalty: 2278.351318
	Iteration 6Q: 3 clusters Score -132044.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -132103.812500 Penalty: 2278.351318
	Iteration 7Q: 3 clusters Score -132103.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -132150.890625 Penalty: 2278.351318
	Iteration 8Q: 3 clusters Score -132150.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -132187.640625 Penalty: 2278.351318
	Iteration 9Q: 3 clusters Score -132187.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -132219.109375 Penalty: 2278.351318
	Iteration 10Q: 3 clusters Score -132219.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -132240.078125 Penalty: 2278.351318
	Iteration 11Q: 3 clusters Score -132240.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -132248.078125 Penalty: 2278.351318
	Iteration 12Q: 3 clusters Score -132248.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -132252.671875 Penalty: 2278.351318
	Iteration 13Q: 3 clusters Score -132252.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -132257.421875 Penalty: 2278.351318
	Iteration 14Q: 3 clusters Score -132257.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -132263.312500 Penalty: 2278.351318
	Iteration 15Q: 3 clusters Score -132263.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -132267.500000 Penalty: 2278.351318
	Iteration 16Q: 3 clusters Score -132267.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -132270.062500 Penalty: 2278.351318
	Iteration 17Q: 3 clusters Score -132270.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -132271.109375 Penalty: 2278.351318
	Iteration 18Q: 3 clusters Score -132271.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -132271.109375 Penalty: 2278.351318
	Iteration 19F: 3 clusters Score -132271.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (3316 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Entering Unmasked Estep 
Score: -410265.187500 Penalty: 1317.308716
	Iteration 0F: 2 clusters Score -410265.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -407399.125000 Penalty: 2634.617432
	Iteration 0F: 3 clusters Score -407399.1 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -408248.500000 Penalty: 2634.617432
	Iteration 1F: 3 clusters Score -408248.5 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -408597.656250 Penalty: 2634.617432
	Iteration 2F: 3 clusters Score -408597.7 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -408887.062500 Penalty: 2634.617432
	Iteration 3F: 3 clusters Score -408887.1 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -409122.843750 Penalty: 2634.617432
	Iteration 4F: 3 clusters Score -409122.8 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -409309.031250 Penalty: 2634.617432
	Iteration 5F: 3 clusters Score -409309 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -409437.625000 Penalty: 2634.617432
	Iteration 6Q: 3 clusters Score -409437.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -409518.312500 Penalty: 2634.617432
	Iteration 7Q: 3 clusters Score -409518.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -409595.843750 Penalty: 2634.617432
	Iteration 8Q: 3 clusters Score -409595.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -409640.531250 Penalty: 2634.617432
	Iteration 9Q: 3 clusters Score -409640.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -409674.406250 Penalty: 2634.617432
	Iteration 10Q: 3 clusters Score -409674.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -409706.500000 Penalty: 2634.617432
	Iteration 11Q: 3 clusters Score -409706.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -409742.812500 Penalty: 2634.617432
	Iteration 12Q: 3 clusters Score -409742.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -409786.968750 Penalty: 2634.617432
	Iteration 13Q: 3 clusters Score -409787 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -409834.250000 Penalty: 2634.617432
	Iteration 14Q: 3 clusters Score -409834.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -409895.656250 Penalty: 2634.617432
	Iteration 15Q: 3 clusters Score -409895.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -409957.125000 Penalty: 2634.617432
	Iteration 16Q: 3 clusters Score -409957.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -410043.125000 Penalty: 2634.617432
	Iteration 17Q: 3 clusters Score -410043.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -410153.468750 Penalty: 2634.617432
	Iteration 18Q: 3 clusters Score -410153.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -410224.187500 Penalty: 2634.617432
	Iteration 19Q: 3 clusters Score -410224.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -410266.625000 Penalty: 2634.617432
	Iteration 20F: 3 clusters Score -410266.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -410300.875000 Penalty: 2634.617432
	Iteration 21Q: 3 clusters Score -410300.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -410329.843750 Penalty: 2634.617432
	Iteration 22Q: 3 clusters Score -410329.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -410349.218750 Penalty: 2634.617432
	Iteration 23Q: 3 clusters Score -410349.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -410364.125000 Penalty: 2634.617432
	Iteration 24Q: 3 clusters Score -410364.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -410381.250000 Penalty: 2634.617432
	Iteration 25Q: 3 clusters Score -410381.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -410393.406250 Penalty: 2634.617432
	Iteration 26Q: 3 clusters Score -410393.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -410400.687500 Penalty: 2634.617432
	Iteration 27Q: 3 clusters Score -410400.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -410405.843750 Penalty: 2634.617432
	Iteration 28Q: 3 clusters Score -410405.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -410409.500000 Penalty: 2634.617432
	Iteration 29Q: 3 clusters Score -410409.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -410412.093750 Penalty: 2634.617432
	Iteration 30Q: 3 clusters Score -410412.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -410412.531250 Penalty: 2634.617432
	Iteration 31Q: 3 clusters Score -410412.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -410412.531250 Penalty: 2634.617432
	Iteration 32F: 3 clusters Score -410412.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 8916 members 
Mstep: Class 3 contains 100440 members 
Mstep: Class 4 contains 10465 members 
Mstep: Class 5 contains 2248 members 
Mstep: Class 6 contains 24588 members 
Mstep: Class 7 contains 13974 members 
Mstep: Class 8 contains 8114 members 
Mstep: Class 9 contains 18210 members 
Mstep: Class 10 contains 9487 members 
Mstep: Class 11 contains 9027 members 
Mstep: Class 12 contains 3231 members 
Mstep: Class 13 contains 17957 members 
Mstep: Class 14 contains 38376 members 
Mstep: Class 15 contains 39372 members 
Mstep: Class 16 contains 3743 members 
Mstep: Class 17 contains 5823 members 
Mstep: Class 18 contains 47444 members 
Mstep: Class 19 contains 3485 members 
Mstep: Class 20 contains 3187 members 
Mstep: Class 21 contains 1108 members 
Mstep: Class 22 contains 1279 members 
Mstep: Class 23 contains 43895 members 
Mstep: Class 24 contains 13014 members 
Mstep: Class 25 contains 12667 members 
Mstep: Class 26 contains 2892 members 
Mstep: Class 27 contains 10292 members 
Mstep: Class 28 contains 2334 members 
Mstep: Class 29 contains 25528 members 
Mstep: Class 30 contains 35837 members 
Mstep: Class 31 contains 4577 members 
Mstep: Class 32 contains 23748 members 
Mstep: Class 33 contains 12307 members 
Mstep: Class 34 contains 6104 members 
Mstep: Class 35 contains 4672 members 
Mstep: Class 36 contains 2379 members 
Mstep: Class 37 contains 17832 members 
Mstep: Class 38 contains 8799 members 
Mstep: Class 39 contains 4992 members 
Mstep: Class 40 contains 14622 members 
Mstep: Class 41 contains 10860 members 
Mstep: Class 42 contains 13472 members 
Mstep: Class 43 contains 144560 members 
Mstep: Class 44 contains 29292 members 
Mstep: Class 45 contains 2938 members 
Mstep: Class 46 contains 2037 members 
Entering Unmasked Estep 
Score: -100313808.000000 Penalty: 101793.265625
Splitting cluster 22 changes total score from -100314552.000000 to -100313808.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 23 (43895 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43895 members 
Entering Unmasked Estep 
Score: -5642967.000000 Penalty: 1737.052856
	Iteration 0F: 2 clusters Score -5642967 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21847 members 
Mstep: Class 2 contains 22048 members 
Entering Unmasked Estep 
Score: -5613400.000000 Penalty: 3474.105713
	Iteration 0F: 3 clusters Score -5613400 nChanged 20662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20485 members 
Mstep: Class 2 contains 23410 members 
Entering Unmasked Estep 
Score: -5625204.000000 Penalty: 3474.105713
	Iteration 1F: 3 clusters Score -5625204 nChanged 2119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19420 members 
Mstep: Class 2 contains 24475 members 
Entering Unmasked Estep 
Score: -5626038.500000 Penalty: 3474.105713
	Iteration 2Q: 3 clusters Score -5626038 nChanged 2424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17900 members 
Mstep: Class 2 contains 25995 members 
Entering Unmasked Estep 
Score: -5627200.500000 Penalty: 3474.105713
	Iteration 3F: 3 clusters Score -5627200 nChanged 2793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15891 members 
Mstep: Class 2 contains 28004 members 
Entering Unmasked Estep 
Score: -5628822.500000 Penalty: 3474.105713
	Iteration 4F: 3 clusters Score -5628822 nChanged 3071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13514 members 
Mstep: Class 2 contains 30381 members 
Entering Unmasked Estep 
Score: -5630983.000000 Penalty: 3474.105713
	Iteration 5F: 3 clusters Score -5630983 nChanged 3016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11116 members 
Mstep: Class 2 contains 32779 members 
Entering Unmasked Estep 
Score: -5633432.500000 Penalty: 3474.105713
	Iteration 6F: 3 clusters Score -5633432 nChanged 2701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9027 members 
Mstep: Class 2 contains 34868 members 
Entering Unmasked Estep 
Score: -5636008.500000 Penalty: 3474.105713
	Iteration 7F: 3 clusters Score -5636008 nChanged 2074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7693 members 
Mstep: Class 2 contains 36202 members 
Entering Unmasked Estep 
Score: -5638291.000000 Penalty: 3474.105713
	Iteration 8Q: 3 clusters Score -5638291 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7232 members 
Mstep: Class 2 contains 36663 members 
Entering Unmasked Estep 
Score: -5639609.500000 Penalty: 3474.105713
	Iteration 9Q: 3 clusters Score -5639610 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7100 members 
Mstep: Class 2 contains 36795 members 
Entering Unmasked Estep 
Score: -5640219.500000 Penalty: 3474.105713
	Iteration 10Q: 3 clusters Score -5640220 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7100 members 
Mstep: Class 2 contains 36795 members 
Entering Unmasked Estep 
Score: -5640521.000000 Penalty: 3474.105713
	Iteration 11Q: 3 clusters Score -5640521 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7138 members 
Mstep: Class 2 contains 36757 members 
Entering Unmasked Estep 
Score: -5640736.500000 Penalty: 3474.105713
	Iteration 12Q: 3 clusters Score -5640736 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7214 members 
Mstep: Class 2 contains 36681 members 
Entering Unmasked Estep 
Score: -5640878.000000 Penalty: 3474.105713
	Iteration 13Q: 3 clusters Score -5640878 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7335 members 
Mstep: Class 2 contains 36560 members 
Entering Unmasked Estep 
Score: -5640969.500000 Penalty: 3474.105713
	Iteration 14Q: 3 clusters Score -5640970 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7456 members 
Mstep: Class 2 contains 36439 members 
Entering Unmasked Estep 
Score: -5641025.500000 Penalty: 3474.105713
	Iteration 15Q: 3 clusters Score -5641026 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7594 members 
Mstep: Class 2 contains 36301 members 
Entering Unmasked Estep 
Score: -5641092.000000 Penalty: 3474.105713
	Iteration 16Q: 3 clusters Score -5641092 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7731 members 
Mstep: Class 2 contains 36164 members 
Entering Unmasked Estep 
Score: -5641149.500000 Penalty: 3474.105713
	Iteration 17Q: 3 clusters Score -5641150 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7865 members 
Mstep: Class 2 contains 36030 members 
Entering Unmasked Estep 
Score: -5641171.000000 Penalty: 3474.105713
	Iteration 18Q: 3 clusters Score -5641171 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8010 members 
Mstep: Class 2 contains 35885 members 
Entering Unmasked Estep 
Score: -5641191.500000 Penalty: 3474.105713
	Iteration 19Q: 3 clusters Score -5641192 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8160 members 
Mstep: Class 2 contains 35735 members 
Entering Unmasked Estep 
Score: -5641218.500000 Penalty: 3474.105713
	Iteration 20F: 3 clusters Score -5641218 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8310 members 
Mstep: Class 2 contains 35585 members 
Entering Unmasked Estep 
Score: -5641254.500000 Penalty: 3474.105713
	Iteration 21Q: 3 clusters Score -5641254 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8456 members 
Mstep: Class 2 contains 35439 members 
Entering Unmasked Estep 
Score: -5641292.000000 Penalty: 3474.105713
	Iteration 22Q: 3 clusters Score -5641292 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8616 members 
Mstep: Class 2 contains 35279 members 
Entering Unmasked Estep 
Score: -5641313.000000 Penalty: 3474.105713
	Iteration 23Q: 3 clusters Score -5641313 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8760 members 
Mstep: Class 2 contains 35135 members 
Entering Unmasked Estep 
Score: -5641323.500000 Penalty: 3474.105713
	Iteration 24Q: 3 clusters Score -5641324 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8896 members 
Mstep: Class 2 contains 34999 members 
Entering Unmasked Estep 
Score: -5641343.500000 Penalty: 3474.105713
	Iteration 25Q: 3 clusters Score -5641344 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9017 members 
Mstep: Class 2 contains 34878 members 
Entering Unmasked Estep 
Score: -5641369.000000 Penalty: 3474.105713
	Iteration 26Q: 3 clusters Score -5641369 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9118 members 
Mstep: Class 2 contains 34777 members 
Entering Unmasked Estep 
Score: -5641368.000000 Penalty: 3474.105713
	Iteration 27Q: 3 clusters Score -5641368 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9217 members 
Mstep: Class 2 contains 34678 members 
Entering Unmasked Estep 
Score: -5641385.000000 Penalty: 3474.105713
	Iteration 28Q: 3 clusters Score -5641385 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9326 members 
Mstep: Class 2 contains 34569 members 
Entering Unmasked Estep 
Score: -5641398.000000 Penalty: 3474.105713
	Iteration 29Q: 3 clusters Score -5641398 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9423 members 
Mstep: Class 2 contains 34472 members 
Entering Unmasked Estep 
Score: -5641415.000000 Penalty: 3474.105713
	Iteration 30Q: 3 clusters Score -5641415 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9518 members 
Mstep: Class 2 contains 34377 members 
Entering Unmasked Estep 
Score: -5641434.500000 Penalty: 3474.105713
	Iteration 31Q: 3 clusters Score -5641434 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9586 members 
Mstep: Class 2 contains 34309 members 
Entering Unmasked Estep 
Score: -5641446.500000 Penalty: 3474.105713
	Iteration 32Q: 3 clusters Score -5641446 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9658 members 
Mstep: Class 2 contains 34237 members 
Entering Unmasked Estep 
Score: -5641439.500000 Penalty: 3474.105713
	Iteration 33Q: 3 clusters Score -5641440 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9729 members 
Mstep: Class 2 contains 34166 members 
Entering Unmasked Estep 
Score: -5641454.000000 Penalty: 3474.105713
	Iteration 34Q: 3 clusters Score -5641454 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9785 members 
Mstep: Class 2 contains 34110 members 
Entering Unmasked Estep 
Score: -5641451.500000 Penalty: 3474.105713
	Iteration 35Q: 3 clusters Score -5641452 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9830 members 
Mstep: Class 2 contains 34065 members 
Entering Unmasked Estep 
Score: -5641457.000000 Penalty: 3474.105713
	Iteration 36Q: 3 clusters Score -5641457 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9872 members 
Mstep: Class 2 contains 34023 members 
Entering Unmasked Estep 
Score: -5641466.500000 Penalty: 3474.105713
	Iteration 37Q: 3 clusters Score -5641466 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9913 members 
Mstep: Class 2 contains 33982 members 
Entering Unmasked Estep 
Score: -5641462.500000 Penalty: 3474.105713
	Iteration 38Q: 3 clusters Score -5641462 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9959 members 
Mstep: Class 2 contains 33936 members 
Entering Unmasked Estep 
Score: -5641453.000000 Penalty: 3474.105713
	Iteration 39Q: 3 clusters Score -5641453 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9999 members 
Mstep: Class 2 contains 33896 members 
Entering Unmasked Estep 
Score: -5641454.000000 Penalty: 3474.105713
	Iteration 40F: 3 clusters Score -5641454 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10031 members 
Mstep: Class 2 contains 33864 members 
Entering Unmasked Estep 
Score: -5641469.500000 Penalty: 3474.105713
	Iteration 41Q: 3 clusters Score -5641470 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10066 members 
Mstep: Class 2 contains 33829 members 
Entering Unmasked Estep 
Score: -5641468.500000 Penalty: 3474.105713
	Iteration 42Q: 3 clusters Score -5641468 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10093 members 
Mstep: Class 2 contains 33802 members 
Entering Unmasked Estep 
Score: -5641467.500000 Penalty: 3474.105713
	Iteration 43Q: 3 clusters Score -5641468 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10113 members 
Mstep: Class 2 contains 33782 members 
Entering Unmasked Estep 
Score: -5641459.500000 Penalty: 3474.105713
	Iteration 44Q: 3 clusters Score -5641460 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10122 members 
Mstep: Class 2 contains 33773 members 
Entering Unmasked Estep 
Score: -5641462.000000 Penalty: 3474.105713
	Iteration 45Q: 3 clusters Score -5641462 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10136 members 
Mstep: Class 2 contains 33759 members 
Entering Unmasked Estep 
Score: -5641469.500000 Penalty: 3474.105713
	Iteration 46Q: 3 clusters Score -5641470 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10145 members 
Mstep: Class 2 contains 33750 members 
Entering Unmasked Estep 
Score: -5641462.500000 Penalty: 3474.105713
	Iteration 47Q: 3 clusters Score -5641462 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10154 members 
Mstep: Class 2 contains 33741 members 
Entering Unmasked Estep 
Score: -5641468.000000 Penalty: 3474.105713
	Iteration 48Q: 3 clusters Score -5641468 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10162 members 
Mstep: Class 2 contains 33733 members 
Entering Unmasked Estep 
Score: -5641466.500000 Penalty: 3474.105713
	Iteration 49Q: 3 clusters Score -5641466 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10171 members 
Mstep: Class 2 contains 33724 members 
Entering Unmasked Estep 
Score: -5641460.500000 Penalty: 3474.105713
	Iteration 50Q: 3 clusters Score -5641460 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10182 members 
Mstep: Class 2 contains 33713 members 
Entering Unmasked Estep 
Score: -5641461.500000 Penalty: 3474.105713
	Iteration 51Q: 3 clusters Score -5641462 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10195 members 
Mstep: Class 2 contains 33700 members 
Entering Unmasked Estep 
Score: -5641476.000000 Penalty: 3474.105713
	Iteration 52Q: 3 clusters Score -5641476 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10202 members 
Mstep: Class 2 contains 33693 members 
Entering Unmasked Estep 
Score: -5641468.500000 Penalty: 3474.105713
	Iteration 53Q: 3 clusters Score -5641468 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10207 members 
Mstep: Class 2 contains 33688 members 
Entering Unmasked Estep 
Score: -5641469.500000 Penalty: 3474.105713
	Iteration 54Q: 3 clusters Score -5641470 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10210 members 
Mstep: Class 2 contains 33685 members 
Entering Unmasked Estep 
Score: -5641464.500000 Penalty: 3474.105713
	Iteration 55Q: 3 clusters Score -5641464 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10214 members 
Mstep: Class 2 contains 33681 members 
Entering Unmasked Estep 
Score: -5641469.000000 Penalty: 3474.105713
	Iteration 56Q: 3 clusters Score -5641469 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10217 members 
Mstep: Class 2 contains 33678 members 
Entering Unmasked Estep 
Score: -5641471.000000 Penalty: 3474.105713
	Iteration 57Q: 3 clusters Score -5641471 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10222 members 
Mstep: Class 2 contains 33673 members 
Entering Unmasked Estep 
Score: -5641468.000000 Penalty: 3474.105713
	Iteration 58Q: 3 clusters Score -5641468 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10230 members 
Mstep: Class 2 contains 33665 members 
Entering Unmasked Estep 
Score: -5641462.500000 Penalty: 3474.105713
	Iteration 59Q: 3 clusters Score -5641462 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10233 members 
Mstep: Class 2 contains 33662 members 
Entering Unmasked Estep 
Score: -5641464.500000 Penalty: 3474.105713
	Iteration 60F: 3 clusters Score -5641464 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10235 members 
Mstep: Class 2 contains 33660 members 
Entering Unmasked Estep 
Score: -5641465.000000 Penalty: 3474.105713
	Iteration 61Q: 3 clusters Score -5641465 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10237 members 
Mstep: Class 2 contains 33658 members 
Entering Unmasked Estep 
Score: -5641463.500000 Penalty: 3474.105713
	Iteration 62Q: 3 clusters Score -5641464 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10237 members 
Mstep: Class 2 contains 33658 members 
Entering Unmasked Estep 
Score: -5641463.500000 Penalty: 3474.105713
	Iteration 63F: 3 clusters Score -5641464 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (13014 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13014 members 
Entering Unmasked Estep 
Score: -1639617.750000 Penalty: 1539.489380
	Iteration 0F: 2 clusters Score -1639618 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6525 members 
Mstep: Class 2 contains 6489 members 
Entering Unmasked Estep 
Score: -1630515.000000 Penalty: 3078.978760
	Iteration 0F: 3 clusters Score -1630515 nChanged 5672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6513 members 
Mstep: Class 2 contains 6501 members 
Entering Unmasked Estep 
Score: -1633599.750000 Penalty: 3078.978760
	Iteration 1F: 3 clusters Score -1633600 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6469 members 
Mstep: Class 2 contains 6545 members 
Entering Unmasked Estep 
Score: -1633893.625000 Penalty: 3078.978760
	Iteration 2F: 3 clusters Score -1633894 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6418 members 
Mstep: Class 2 contains 6596 members 
Entering Unmasked Estep 
Score: -1634121.250000 Penalty: 3078.978760
	Iteration 3Q: 3 clusters Score -1634121 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6382 members 
Mstep: Class 2 contains 6632 members 
Entering Unmasked Estep 
Score: -1634324.125000 Penalty: 3078.978760
	Iteration 4Q: 3 clusters Score -1634324 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6367 members 
Mstep: Class 2 contains 6647 members 
Entering Unmasked Estep 
Score: -1634487.375000 Penalty: 3078.978760
	Iteration 5Q: 3 clusters Score -1634487 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6351 members 
Mstep: Class 2 contains 6663 members 
Entering Unmasked Estep 
Score: -1634662.125000 Penalty: 3078.978760
	Iteration 6Q: 3 clusters Score -1634662 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6320 members 
Mstep: Class 2 contains 6694 members 
Entering Unmasked Estep 
Score: -1634827.625000 Penalty: 3078.978760
	Iteration 7Q: 3 clusters Score -1634828 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6296 members 
Mstep: Class 2 contains 6718 members 
Entering Unmasked Estep 
Score: -1634953.625000 Penalty: 3078.978760
	Iteration 8Q: 3 clusters Score -1634954 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6291 members 
Mstep: Class 2 contains 6723 members 
Entering Unmasked Estep 
Score: -1635061.375000 Penalty: 3078.978760
	Iteration 9Q: 3 clusters Score -1635061 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6316 members 
Mstep: Class 2 contains 6698 members 
Entering Unmasked Estep 
Score: -1635134.500000 Penalty: 3078.978760
	Iteration 10Q: 3 clusters Score -1635134 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6336 members 
Mstep: Class 2 contains 6678 members 
Entering Unmasked Estep 
Score: -1635211.750000 Penalty: 3078.978760
	Iteration 11Q: 3 clusters Score -1635212 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6378 members 
Mstep: Class 2 contains 6636 members 
Entering Unmasked Estep 
Score: -1635280.250000 Penalty: 3078.978760
	Iteration 12Q: 3 clusters Score -1635280 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6469 members 
Mstep: Class 2 contains 6545 members 
Entering Unmasked Estep 
Score: -1635370.250000 Penalty: 3078.978760
	Iteration 13Q: 3 clusters Score -1635370 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6581 members 
Mstep: Class 2 contains 6433 members 
Entering Unmasked Estep 
Score: -1635453.375000 Penalty: 3078.978760
	Iteration 14Q: 3 clusters Score -1635453 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6703 members 
Mstep: Class 2 contains 6311 members 
Entering Unmasked Estep 
Score: -1635563.375000 Penalty: 3078.978760
	Iteration 15Q: 3 clusters Score -1635563 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6893 members 
Mstep: Class 2 contains 6121 members 
Entering Unmasked Estep 
Score: -1635706.000000 Penalty: 3078.978760
	Iteration 16Q: 3 clusters Score -1635706 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7138 members 
Mstep: Class 2 contains 5876 members 
Entering Unmasked Estep 
Score: -1635900.625000 Penalty: 3078.978760
	Iteration 17Q: 3 clusters Score -1635901 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7427 members 
Mstep: Class 2 contains 5587 members 
Entering Unmasked Estep 
Score: -1636178.500000 Penalty: 3078.978760
	Iteration 18Q: 3 clusters Score -1636178 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7716 members 
Mstep: Class 2 contains 5298 members 
Entering Unmasked Estep 
Score: -1636463.875000 Penalty: 3078.978760
	Iteration 19Q: 3 clusters Score -1636464 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7982 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -1636698.625000 Penalty: 3078.978760
	Iteration 20F: 3 clusters Score -1636699 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8259 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -1636903.875000 Penalty: 3078.978760
	Iteration 21Q: 3 clusters Score -1636904 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8489 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -1637047.250000 Penalty: 3078.978760
	Iteration 22Q: 3 clusters Score -1637047 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8693 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -1637162.750000 Penalty: 3078.978760
	Iteration 23Q: 3 clusters Score -1637163 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8868 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -1637244.000000 Penalty: 3078.978760
	Iteration 24Q: 3 clusters Score -1637244 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9018 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -1637293.125000 Penalty: 3078.978760
	Iteration 25Q: 3 clusters Score -1637293 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9156 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -1637345.250000 Penalty: 3078.978760
	Iteration 26Q: 3 clusters Score -1637345 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9274 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -1637381.125000 Penalty: 3078.978760
	Iteration 27Q: 3 clusters Score -1637381 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9394 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -1637424.250000 Penalty: 3078.978760
	Iteration 28Q: 3 clusters Score -1637424 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9502 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -1637456.625000 Penalty: 3078.978760
	Iteration 29Q: 3 clusters Score -1637457 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9598 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -1637483.375000 Penalty: 3078.978760
	Iteration 30Q: 3 clusters Score -1637483 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9688 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -1637505.000000 Penalty: 3078.978760
	Iteration 31Q: 3 clusters Score -1637505 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9775 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -1637529.125000 Penalty: 3078.978760
	Iteration 32Q: 3 clusters Score -1637529 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9875 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -1637560.375000 Penalty: 3078.978760
	Iteration 33Q: 3 clusters Score -1637560 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9968 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -1637579.500000 Penalty: 3078.978760
	Iteration 34Q: 3 clusters Score -1637580 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10049 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -1637602.500000 Penalty: 3078.978760
	Iteration 35Q: 3 clusters Score -1637602 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10129 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -1637623.625000 Penalty: 3078.978760
	Iteration 36Q: 3 clusters Score -1637624 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10207 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -1637648.125000 Penalty: 3078.978760
	Iteration 37Q: 3 clusters Score -1637648 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10294 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -1637680.500000 Penalty: 3078.978760
	Iteration 38Q: 3 clusters Score -1637680 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10378 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -1637702.000000 Penalty: 3078.978760
	Iteration 39Q: 3 clusters Score -1637702 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10473 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -1637734.000000 Penalty: 3078.978760
	Iteration 40F: 3 clusters Score -1637734 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10554 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -1637758.000000 Penalty: 3078.978760
	Iteration 41Q: 3 clusters Score -1637758 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10621 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -1637775 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10689 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -1637800.875000 Penalty: 3078.978760
	Iteration 43Q: 3 clusters Score -1637801 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10749 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -1637824.250000 Penalty: 3078.978760
	Iteration 44Q: 3 clusters Score -1637824 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10811 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -1637837.125000 Penalty: 3078.978760
	Iteration 45Q: 3 clusters Score -1637837 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10858 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -1637853.250000 Penalty: 3078.978760
	Iteration 46Q: 3 clusters Score -1637853 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10901 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -1637857.000000 Penalty: 3078.978760
	Iteration 47Q: 3 clusters Score -1637857 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10934 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -1637868.000000 Penalty: 3078.978760
	Iteration 48Q: 3 clusters Score -1637868 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10967 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -1637879.500000 Penalty: 3078.978760
	Iteration 49Q: 3 clusters Score -1637880 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11003 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -1637884.500000 Penalty: 3078.978760
	Iteration 50Q: 3 clusters Score -1637884 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11045 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -1637889.625000 Penalty: 3078.978760
	Iteration 51Q: 3 clusters Score -1637890 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11081 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -1637900.125000 Penalty: 3078.978760
	Iteration 52Q: 3 clusters Score -1637900 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11130 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -1637917.750000 Penalty: 3078.978760
	Iteration 53Q: 3 clusters Score -1637918 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11166 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -1637928.500000 Penalty: 3078.978760
	Iteration 54Q: 3 clusters Score -1637928 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11206 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -1637941.375000 Penalty: 3078.978760
	Iteration 55Q: 3 clusters Score -1637941 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11241 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -1637954.250000 Penalty: 3078.978760
	Iteration 56Q: 3 clusters Score -1637954 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11276 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -1637961.625000 Penalty: 3078.978760
	Iteration 57Q: 3 clusters Score -1637962 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11304 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -1637967.250000 Penalty: 3078.978760
	Iteration 58Q: 3 clusters Score -1637967 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11333 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -1637979.250000 Penalty: 3078.978760
	Iteration 59Q: 3 clusters Score -1637979 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11368 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -1637991.750000 Penalty: 3078.978760
	Iteration 60F: 3 clusters Score -1637992 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11407 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -1638001.750000 Penalty: 3078.978760
	Iteration 61Q: 3 clusters Score -1638002 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11454 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -1638015.500000 Penalty: 3078.978760
	Iteration 62Q: 3 clusters Score -1638016 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11489 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -1638026.375000 Penalty: 3078.978760
	Iteration 63Q: 3 clusters Score -1638026 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11521 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -1638036.750000 Penalty: 3078.978760
	Iteration 64Q: 3 clusters Score -1638037 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11538 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -1638036.750000 Penalty: 3078.978760
	Iteration 65Q: 3 clusters Score -1638037 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11554 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -1638041.125000 Penalty: 3078.978760
	Iteration 66Q: 3 clusters Score -1638041 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11565 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -1638045.625000 Penalty: 3078.978760
	Iteration 67Q: 3 clusters Score -1638046 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11578 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -1638049.750000 Penalty: 3078.978760
	Iteration 68Q: 3 clusters Score -1638050 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11586 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -1638050.500000 Penalty: 3078.978760
	Iteration 69Q: 3 clusters Score -1638050 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11591 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -1638052.000000 Penalty: 3078.978760
	Iteration 70Q: 3 clusters Score -1638052 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11600 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -1638056.750000 Penalty: 3078.978760
	Iteration 71Q: 3 clusters Score -1638057 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11604 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -1638054.875000 Penalty: 3078.978760
	Iteration 72Q: 3 clusters Score -1638055 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11609 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -1638055.375000 Penalty: 3078.978760
	Iteration 73Q: 3 clusters Score -1638055 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11616 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -1638058.625000 Penalty: 3078.978760
	Iteration 74Q: 3 clusters Score -1638059 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11618 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -1638058.875000 Penalty: 3078.978760
	Iteration 75Q: 3 clusters Score -1638059 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11625 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -1638058.500000 Penalty: 3078.978760
	Iteration 76Q: 3 clusters Score -1638058 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11630 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -1638061.750000 Penalty: 3078.978760
	Iteration 77Q: 3 clusters Score -1638062 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11633 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -1638062.375000 Penalty: 3078.978760
	Iteration 78Q: 3 clusters Score -1638062 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11640 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -1638063.500000 Penalty: 3078.978760
	Iteration 79Q: 3 clusters Score -1638064 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11646 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -1638065.500000 Penalty: 3078.978760
	Iteration 80F: 3 clusters Score -1638066 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11653 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -1638069.625000 Penalty: 3078.978760
	Iteration 81Q: 3 clusters Score -1638070 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11661 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -1638070.625000 Penalty: 3078.978760
	Iteration 82Q: 3 clusters Score -1638071 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11666 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -1638073.625000 Penalty: 3078.978760
	Iteration 83Q: 3 clusters Score -1638074 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11672 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -1638075.250000 Penalty: 3078.978760
	Iteration 84Q: 3 clusters Score -1638075 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11681 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -1638079.750000 Penalty: 3078.978760
	Iteration 85Q: 3 clusters Score -1638080 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11687 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -1638083.500000 Penalty: 3078.978760
	Iteration 86Q: 3 clusters Score -1638084 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11699 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -1638086.875000 Penalty: 3078.978760
	Iteration 87Q: 3 clusters Score -1638087 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11706 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -1638087.250000 Penalty: 3078.978760
	Iteration 88Q: 3 clusters Score -1638087 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11713 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -1638085.875000 Penalty: 3078.978760
	Iteration 89Q: 3 clusters Score -1638086 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11717 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -1638088.375000 Penalty: 3078.978760
	Iteration 90Q: 3 clusters Score -1638088 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11722 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -1638088.000000 Penalty: 3078.978760
	Iteration 91Q: 3 clusters Score -1638088 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11731 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -1638088.625000 Penalty: 3078.978760
	Iteration 92Q: 3 clusters Score -1638089 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11739 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -1638088.625000 Penalty: 3078.978760
	Iteration 93Q: 3 clusters Score -1638089 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11751 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -1638094.625000 Penalty: 3078.978760
	Iteration 94Q: 3 clusters Score -1638095 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11766 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -1638100.750000 Penalty: 3078.978760
	Iteration 95Q: 3 clusters Score -1638101 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11781 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -1638111.000000 Penalty: 3078.978760
	Iteration 96Q: 3 clusters Score -1638111 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11797 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -1638116.250000 Penalty: 3078.978760
	Iteration 97Q: 3 clusters Score -1638116 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11809 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -1638115.875000 Penalty: 3078.978760
	Iteration 98Q: 3 clusters Score -1638116 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11819 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -1638118.750000 Penalty: 3078.978760
	Iteration 99Q: 3 clusters Score -1638119 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11829 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -1638118.625000 Penalty: 3078.978760
	Iteration 100F: 3 clusters Score -1638119 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11841 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -1638123.250000 Penalty: 3078.978760
	Iteration 101Q: 3 clusters Score -1638123 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11855 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -1638128.500000 Penalty: 3078.978760
	Iteration 102Q: 3 clusters Score -1638128 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11866 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -1638131.250000 Penalty: 3078.978760
	Iteration 103Q: 3 clusters Score -1638131 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11874 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -1638132.875000 Penalty: 3078.978760
	Iteration 104Q: 3 clusters Score -1638133 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11881 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -1638137.375000 Penalty: 3078.978760
	Iteration 105Q: 3 clusters Score -1638137 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11886 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -1638134.875000 Penalty: 3078.978760
	Iteration 106Q: 3 clusters Score -1638135 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11892 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -1638133.625000 Penalty: 3078.978760
	Iteration 107Q: 3 clusters Score -1638134 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11898 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -1638136.750000 Penalty: 3078.978760
	Iteration 108Q: 3 clusters Score -1638137 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11901 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -1638137.125000 Penalty: 3078.978760
	Iteration 109Q: 3 clusters Score -1638137 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11903 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -1638138.250000 Penalty: 3078.978760
	Iteration 110Q: 3 clusters Score -1638138 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11908 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -1638140.000000 Penalty: 3078.978760
	Iteration 111Q: 3 clusters Score -1638140 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11910 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -1638140.875000 Penalty: 3078.978760
	Iteration 112Q: 3 clusters Score -1638141 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11913 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -1638144.750000 Penalty: 3078.978760
	Iteration 113Q: 3 clusters Score -1638145 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11917 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -1638144.125000 Penalty: 3078.978760
	Iteration 114Q: 3 clusters Score -1638144 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11924 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -1638145.125000 Penalty: 3078.978760
	Iteration 115Q: 3 clusters Score -1638145 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11930 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -1638142.000000 Penalty: 3078.978760
	Iteration 116Q: 3 clusters Score -1638142 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11932 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -1638145.625000 Penalty: 3078.978760
	Iteration 117Q: 3 clusters Score -1638146 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11937 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -1638148.625000 Penalty: 3078.978760
	Iteration 118Q: 3 clusters Score -1638149 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11943 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -1638153.000000 Penalty: 3078.978760
	Iteration 119Q: 3 clusters Score -1638153 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11944 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -1638150.625000 Penalty: 3078.978760
	Iteration 120F: 3 clusters Score -1638151 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11945 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -1638151.000000 Penalty: 3078.978760
	Iteration 121Q: 3 clusters Score -1638151 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11945 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -1638151.000000 Penalty: 3078.978760
	Iteration 122F: 3 clusters Score -1638151 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (12667 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12667 members 
Entering Unmasked Estep 
Score: -1614378.000000 Penalty: 1535.097778
	Iteration 0F: 2 clusters Score -1614378 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6297 members 
Mstep: Class 2 contains 6370 members 
Entering Unmasked Estep 
Score: -1605504.250000 Penalty: 3070.195557
	Iteration 0F: 3 clusters Score -1605504 nChanged 5572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6109 members 
Mstep: Class 2 contains 6558 members 
Entering Unmasked Estep 
Score: -1608609.625000 Penalty: 3070.195557
	Iteration 1F: 3 clusters Score -1608610 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6011 members 
Mstep: Class 2 contains 6656 members 
Entering Unmasked Estep 
Score: -1608902.000000 Penalty: 3070.195557
	Iteration 2F: 3 clusters Score -1608902 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5890 members 
Mstep: Class 2 contains 6777 members 
Entering Unmasked Estep 
Score: -1609164.375000 Penalty: 3070.195557
	Iteration 3Q: 3 clusters Score -1609164 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5718 members 
Mstep: Class 2 contains 6949 members 
Entering Unmasked Estep 
Score: -1609426.500000 Penalty: 3070.195557
	Iteration 4Q: 3 clusters Score -1609426 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5514 members 
Mstep: Class 2 contains 7153 members 
Entering Unmasked Estep 
Score: -1609735.125000 Penalty: 3070.195557
	Iteration 5Q: 3 clusters Score -1609735 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5275 members 
Mstep: Class 2 contains 7392 members 
Entering Unmasked Estep 
Score: -1610040.875000 Penalty: 3070.195557
	Iteration 6Q: 3 clusters Score -1610041 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 7641 members 
Entering Unmasked Estep 
Score: -1610391.500000 Penalty: 3070.195557
	Iteration 7Q: 3 clusters Score -1610392 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 7908 members 
Entering Unmasked Estep 
Score: -1610811.875000 Penalty: 3070.195557
	Iteration 8F: 3 clusters Score -1610812 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 8184 members 
Entering Unmasked Estep 
Score: -1611255.375000 Penalty: 3070.195557
	Iteration 9F: 3 clusters Score -1611255 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 8425 members 
Entering Unmasked Estep 
Score: -1611667.750000 Penalty: 3070.195557
	Iteration 10Q: 3 clusters Score -1611668 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 8617 members 
Entering Unmasked Estep 
Score: -1612048.875000 Penalty: 3070.195557
	Iteration 11Q: 3 clusters Score -1612049 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 8750 members 
Entering Unmasked Estep 
Score: -1612369.000000 Penalty: 3070.195557
	Iteration 12Q: 3 clusters Score -1612369 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 8797 members 
Entering Unmasked Estep 
Score: -1612575.750000 Penalty: 3070.195557
	Iteration 13Q: 3 clusters Score -1612576 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 8813 members 
Entering Unmasked Estep 
Score: -1612750.250000 Penalty: 3070.195557
	Iteration 14Q: 3 clusters Score -1612750 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 8809 members 
Entering Unmasked Estep 
Score: -1612864.750000 Penalty: 3070.195557
	Iteration 15Q: 3 clusters Score -1612865 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 8801 members 
Entering Unmasked Estep 
Score: -1612930.375000 Penalty: 3070.195557
	Iteration 16Q: 3 clusters Score -1612930 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 8788 members 
Entering Unmasked Estep 
Score: -1612975.750000 Penalty: 3070.195557
	Iteration 17Q: 3 clusters Score -1612976 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 8780 members 
Entering Unmasked Estep 
Score: -1613003.750000 Penalty: 3070.195557
	Iteration 18Q: 3 clusters Score -1613004 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 8764 members 
Entering Unmasked Estep 
Score: -1613028.500000 Penalty: 3070.195557
	Iteration 19Q: 3 clusters Score -1613028 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 8748 members 
Entering Unmasked Estep 
Score: -1613040.250000 Penalty: 3070.195557
	Iteration 20F: 3 clusters Score -1613040 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 8730 members 
Entering Unmasked Estep 
Score: -1613054.625000 Penalty: 3070.195557
	Iteration 21Q: 3 clusters Score -1613055 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 8717 members 
Entering Unmasked Estep 
Score: -1613061.875000 Penalty: 3070.195557
	Iteration 22Q: 3 clusters Score -1613062 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 8702 members 
Entering Unmasked Estep 
Score: -1613072.250000 Penalty: 3070.195557
	Iteration 23Q: 3 clusters Score -1613072 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 8685 members 
Entering Unmasked Estep 
Score: -1613072.250000 Penalty: 3070.195557
	Iteration 24Q: 3 clusters Score -1613072 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 8675 members 
Entering Unmasked Estep 
Score: -1613079.750000 Penalty: 3070.195557
	Iteration 25Q: 3 clusters Score -1613080 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 8670 members 
Entering Unmasked Estep 
Score: -1613080.250000 Penalty: 3070.195557
	Iteration 26Q: 3 clusters Score -1613080 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 8665 members 
Entering Unmasked Estep 
Score: -1613083.000000 Penalty: 3070.195557
	Iteration 27Q: 3 clusters Score -1613083 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 8664 members 
Entering Unmasked Estep 
Score: -1613083.000000 Penalty: 3070.195557
	Iteration 28Q: 3 clusters Score -1613083 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 8662 members 
Entering Unmasked Estep 
Score: -1613082.125000 Penalty: 3070.195557
	Iteration 29Q: 3 clusters Score -1613082 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 8654 members 
Entering Unmasked Estep 
Score: -1613084.250000 Penalty: 3070.195557
	Iteration 30Q: 3 clusters Score -1613084 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 8645 members 
Entering Unmasked Estep 
Score: -1613088.375000 Penalty: 3070.195557
	Iteration 31Q: 3 clusters Score -1613088 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 8639 members 
Entering Unmasked Estep 
Score: -1613087.125000 Penalty: 3070.195557
	Iteration 32Q: 3 clusters Score -1613087 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 8630 members 
Entering Unmasked Estep 
Score: -1613092.250000 Penalty: 3070.195557
	Iteration 33Q: 3 clusters Score -1613092 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 8623 members 
Entering Unmasked Estep 
Score: -1613092.625000 Penalty: 3070.195557
	Iteration 34Q: 3 clusters Score -1613093 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 8617 members 
Entering Unmasked Estep 
Score: -1613094.125000 Penalty: 3070.195557
	Iteration 35Q: 3 clusters Score -1613094 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 8615 members 
Entering Unmasked Estep 
Score: -1613090.000000 Penalty: 3070.195557
	Iteration 36Q: 3 clusters Score -1613090 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 8615 members 
Entering Unmasked Estep 
Score: -1613089.000000 Penalty: 3070.195557
	Iteration 37Q: 3 clusters Score -1613089 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 8609 members 
Entering Unmasked Estep 
Score: -1613091.125000 Penalty: 3070.195557
	Iteration 38Q: 3 clusters Score -1613091 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 8604 members 
Entering Unmasked Estep 
Score: -1613089.875000 Penalty: 3070.195557
	Iteration 39Q: 3 clusters Score -1613090 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 8601 members 
Entering Unmasked Estep 
Score: -1613093.125000 Penalty: 3070.195557
	Iteration 40F: 3 clusters Score -1613093 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 8597 members 
Entering Unmasked Estep 
Score: -1613093.250000 Penalty: 3070.195557
	Iteration 41Q: 3 clusters Score -1613093 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 8596 members 
Entering Unmasked Estep 
Score: -1613092.125000 Penalty: 3070.195557
	Iteration 42Q: 3 clusters Score -1613092 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 8596 members 
Entering Unmasked Estep 
Score: -1613092.125000 Penalty: 3070.195557
	Iteration 43F: 3 clusters Score -1613092 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (2892 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Entering Unmasked Estep 
Score: -352920.843750 Penalty: 1295.076904
	Iteration 0F: 2 clusters Score -352920.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -350258.125000 Penalty: 2590.153809
	Iteration 0F: 3 clusters Score -350258.1 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -350952.937500 Penalty: 2590.153809
	Iteration 1F: 3 clusters Score -350952.9 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -351184.531250 Penalty: 2590.153809
	Iteration 2F: 3 clusters Score -351184.5 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -351338.593750 Penalty: 2590.153809
	Iteration 3F: 3 clusters Score -351338.6 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -351438.031250 Penalty: 2590.153809
	Iteration 4Q: 3 clusters Score -351438 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -351536.968750 Penalty: 2590.153809
	Iteration 5Q: 3 clusters Score -351537 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -351619.562500 Penalty: 2590.153809
	Iteration 6Q: 3 clusters Score -351619.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -351704.656250 Penalty: 2590.153809
	Iteration 7Q: 3 clusters Score -351704.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -351771.031250 Penalty: 2590.153809
	Iteration 8Q: 3 clusters Score -351771 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -351837.593750 Penalty: 2590.153809
	Iteration 9Q: 3 clusters Score -351837.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -351892.406250 Penalty: 2590.153809
	Iteration 10Q: 3 clusters Score -351892.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -351930.343750 Penalty: 2590.153809
	Iteration 11Q: 3 clusters Score -351930.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -351956.593750 Penalty: 2590.153809
	Iteration 12Q: 3 clusters Score -351956.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -351969.281250 Penalty: 2590.153809
	Iteration 13Q: 3 clusters Score -351969.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -351979.031250 Penalty: 2590.153809
	Iteration 14Q: 3 clusters Score -351979 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -351990.375000 Penalty: 2590.153809
	Iteration 15Q: 3 clusters Score -351990.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -351998.593750 Penalty: 2590.153809
	Iteration 16Q: 3 clusters Score -351998.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -352010.500000 Penalty: 2590.153809
	Iteration 17Q: 3 clusters Score -352010.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -352025.156250 Penalty: 2590.153809
	Iteration 18Q: 3 clusters Score -352025.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -352037.125000 Penalty: 2590.153809
	Iteration 19Q: 3 clusters Score -352037.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -352047.968750 Penalty: 2590.153809
	Iteration 20F: 3 clusters Score -352048 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -352061.156250 Penalty: 2590.153809
	Iteration 21Q: 3 clusters Score -352061.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -352069.031250 Penalty: 2590.153809
	Iteration 22Q: 3 clusters Score -352069 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -352070.000000 Penalty: 2590.153809
	Iteration 23Q: 3 clusters Score -352070 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -352071.281250 Penalty: 2590.153809
	Iteration 24Q: 3 clusters Score -352071.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -352072.437500 Penalty: 2590.153809
	Iteration 25Q: 3 clusters Score -352072.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -352073.125000 Penalty: 2590.153809
	Iteration 26Q: 3 clusters Score -352073.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -352074.218750 Penalty: 2590.153809
	Iteration 27Q: 3 clusters Score -352074.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -352076.531250 Penalty: 2590.153809
	Iteration 28Q: 3 clusters Score -352076.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -352077.812500 Penalty: 2590.153809
	Iteration 29Q: 3 clusters Score -352077.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -352079.031250 Penalty: 2590.153809
	Iteration 30Q: 3 clusters Score -352079 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -352080.406250 Penalty: 2590.153809
	Iteration 31Q: 3 clusters Score -352080.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -352081.343750 Penalty: 2590.153809
	Iteration 32Q: 3 clusters Score -352081.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -352082.375000 Penalty: 2590.153809
	Iteration 33Q: 3 clusters Score -352082.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -352083.187500 Penalty: 2590.153809
	Iteration 34Q: 3 clusters Score -352083.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -352083.187500 Penalty: 2590.153809
	Iteration 35F: 3 clusters Score -352083.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (10292 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10292 members 
Entering Unmasked Estep 
Score: -1202880.250000 Penalty: 1501.357422
	Iteration 0F: 2 clusters Score -1202880 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 5088 members 
Entering Unmasked Estep 
Score: -1195509.375000 Penalty: 3002.714844
	Iteration 0F: 3 clusters Score -1195509 nChanged 4548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -1198287.000000 Penalty: 3002.714844
	Iteration 1F: 3 clusters Score -1198287 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5568 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -1198914.250000 Penalty: 3002.714844
	Iteration 2F: 3 clusters Score -1198914 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -1199476.000000 Penalty: 3002.714844
	Iteration 3F: 3 clusters Score -1199476 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5788 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -1199946.500000 Penalty: 3002.714844
	Iteration 4F: 3 clusters Score -1199946 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5880 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -1200291.000000 Penalty: 3002.714844
	Iteration 5F: 3 clusters Score -1200291 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5942 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -1200519.375000 Penalty: 3002.714844
	Iteration 6Q: 3 clusters Score -1200519 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5990 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -1200670.875000 Penalty: 3002.714844
	Iteration 7Q: 3 clusters Score -1200671 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6042 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -1200771.125000 Penalty: 3002.714844
	Iteration 8Q: 3 clusters Score -1200771 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6083 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -1200842.000000 Penalty: 3002.714844
	Iteration 9Q: 3 clusters Score -1200842 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6129 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -1200888.250000 Penalty: 3002.714844
	Iteration 10Q: 3 clusters Score -1200888 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6167 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -1200911.250000 Penalty: 3002.714844
	Iteration 11Q: 3 clusters Score -1200911 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6196 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -1200935.500000 Penalty: 3002.714844
	Iteration 12Q: 3 clusters Score -1200936 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6206 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -1200952.500000 Penalty: 3002.714844
	Iteration 13Q: 3 clusters Score -1200952 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6202 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -1200960.125000 Penalty: 3002.714844
	Iteration 14Q: 3 clusters Score -1200960 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6208 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -1200973.250000 Penalty: 3002.714844
	Iteration 15Q: 3 clusters Score -1200973 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6201 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -1200983.250000 Penalty: 3002.714844
	Iteration 16Q: 3 clusters Score -1200983 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6192 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -1200991.000000 Penalty: 3002.714844
	Iteration 17Q: 3 clusters Score -1200991 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6185 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -1200997.250000 Penalty: 3002.714844
	Iteration 18Q: 3 clusters Score -1200997 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6174 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -1201004.375000 Penalty: 3002.714844
	Iteration 19Q: 3 clusters Score -1201004 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6174 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -1201012.125000 Penalty: 3002.714844
	Iteration 20F: 3 clusters Score -1201012 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6160 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -1201020.875000 Penalty: 3002.714844
	Iteration 21Q: 3 clusters Score -1201021 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6143 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -1201032.875000 Penalty: 3002.714844
	Iteration 22Q: 3 clusters Score -1201033 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6136 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -1201044.875000 Penalty: 3002.714844
	Iteration 23Q: 3 clusters Score -1201045 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6123 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -1201058.375000 Penalty: 3002.714844
	Iteration 24Q: 3 clusters Score -1201058 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6117 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -1201072.125000 Penalty: 3002.714844
	Iteration 25Q: 3 clusters Score -1201072 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6110 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -1201078.125000 Penalty: 3002.714844
	Iteration 26Q: 3 clusters Score -1201078 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6117 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -1201085.375000 Penalty: 3002.714844
	Iteration 27Q: 3 clusters Score -1201085 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6107 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -1201087.625000 Penalty: 3002.714844
	Iteration 28Q: 3 clusters Score -1201088 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6091 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -1201095.250000 Penalty: 3002.714844
	Iteration 29Q: 3 clusters Score -1201095 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6084 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -1201099.750000 Penalty: 3002.714844
	Iteration 30Q: 3 clusters Score -1201100 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6083 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -1201101.375000 Penalty: 3002.714844
	Iteration 31Q: 3 clusters Score -1201101 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6085 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -1201108.875000 Penalty: 3002.714844
	Iteration 32Q: 3 clusters Score -1201109 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6088 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -1201110.000000 Penalty: 3002.714844
	Iteration 33Q: 3 clusters Score -1201110 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6096 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -1201112.375000 Penalty: 3002.714844
	Iteration 34Q: 3 clusters Score -1201112 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6093 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -1201114.875000 Penalty: 3002.714844
	Iteration 35Q: 3 clusters Score -1201115 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6090 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -1201113.625000 Penalty: 3002.714844
	Iteration 36Q: 3 clusters Score -1201114 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6093 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -1201115.125000 Penalty: 3002.714844
	Iteration 37Q: 3 clusters Score -1201115 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6092 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -1201118.250000 Penalty: 3002.714844
	Iteration 38Q: 3 clusters Score -1201118 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6093 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -1201118.375000 Penalty: 3002.714844
	Iteration 39Q: 3 clusters Score -1201118 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6092 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -1201118.125000 Penalty: 3002.714844
	Iteration 40F: 3 clusters Score -1201118 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6096 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -1201117.625000 Penalty: 3002.714844
	Iteration 41Q: 3 clusters Score -1201118 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6102 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -1201118.875000 Penalty: 3002.714844
	Iteration 42Q: 3 clusters Score -1201119 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6106 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -1201120.125000 Penalty: 3002.714844
	Iteration 43Q: 3 clusters Score -1201120 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6111 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -1201121.250000 Penalty: 3002.714844
	Iteration 44Q: 3 clusters Score -1201121 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6117 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -1201123.250000 Penalty: 3002.714844
	Iteration 45Q: 3 clusters Score -1201123 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6122 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -1201123.625000 Penalty: 3002.714844
	Iteration 46Q: 3 clusters Score -1201124 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6123 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -1201126.250000 Penalty: 3002.714844
	Iteration 47Q: 3 clusters Score -1201126 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6120 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -1201125.625000 Penalty: 3002.714844
	Iteration 48Q: 3 clusters Score -1201126 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6122 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -1201126.000000 Penalty: 3002.714844
	Iteration 49Q: 3 clusters Score -1201126 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6123 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -1201130.000000 Penalty: 3002.714844
	Iteration 50Q: 3 clusters Score -1201130 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6127 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -1201129.750000 Penalty: 3002.714844
	Iteration 51Q: 3 clusters Score -1201130 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6130 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -1201130.375000 Penalty: 3002.714844
	Iteration 52Q: 3 clusters Score -1201130 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6134 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -1201129.750000 Penalty: 3002.714844
	Iteration 53Q: 3 clusters Score -1201130 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6138 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -1201130.875000 Penalty: 3002.714844
	Iteration 54Q: 3 clusters Score -1201131 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6146 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -1201131.125000 Penalty: 3002.714844
	Iteration 55Q: 3 clusters Score -1201131 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6150 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -1201131.500000 Penalty: 3002.714844
	Iteration 56Q: 3 clusters Score -1201132 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6151 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -1201130.125000 Penalty: 3002.714844
	Iteration 57Q: 3 clusters Score -1201130 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6153 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -1201132.750000 Penalty: 3002.714844
	Iteration 58Q: 3 clusters Score -1201133 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6154 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -1201131.375000 Penalty: 3002.714844
	Iteration 59Q: 3 clusters Score -1201131 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6159 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -1201132.250000 Penalty: 3002.714844
	Iteration 60F: 3 clusters Score -1201132 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6165 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -1201131.250000 Penalty: 3002.714844
	Iteration 61Q: 3 clusters Score -1201131 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6169 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -1201132.625000 Penalty: 3002.714844
	Iteration 62Q: 3 clusters Score -1201133 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6175 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -1201133.625000 Penalty: 3002.714844
	Iteration 63Q: 3 clusters Score -1201134 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6185 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -1201138.500000 Penalty: 3002.714844
	Iteration 64Q: 3 clusters Score -1201138 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6195 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -1201140.250000 Penalty: 3002.714844
	Iteration 65Q: 3 clusters Score -1201140 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6199 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -1201144.500000 Penalty: 3002.714844
	Iteration 66Q: 3 clusters Score -1201144 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6211 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -1201143.625000 Penalty: 3002.714844
	Iteration 67Q: 3 clusters Score -1201144 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6220 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -1201145.750000 Penalty: 3002.714844
	Iteration 68Q: 3 clusters Score -1201146 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6227 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -1201147.750000 Penalty: 3002.714844
	Iteration 69Q: 3 clusters Score -1201148 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6229 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -1201146.500000 Penalty: 3002.714844
	Iteration 70Q: 3 clusters Score -1201146 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6231 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -1201148.125000 Penalty: 3002.714844
	Iteration 71Q: 3 clusters Score -1201148 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6232 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -1201147.375000 Penalty: 3002.714844
	Iteration 72Q: 3 clusters Score -1201147 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6233 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -1201147.875000 Penalty: 3002.714844
	Iteration 73Q: 3 clusters Score -1201148 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6233 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -1201147.875000 Penalty: 3002.714844
	Iteration 74F: 3 clusters Score -1201148 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (2334 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Entering Unmasked Estep 
Score: -283184.968750 Penalty: 1260.242554
	Iteration 0F: 2 clusters Score -283185 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -280927.875000 Penalty: 2520.485107
	Iteration 0F: 3 clusters Score -280927.9 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -281428.937500 Penalty: 2520.485107
	Iteration 1F: 3 clusters Score -281428.9 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -281562.312500 Penalty: 2520.485107
	Iteration 2F: 3 clusters Score -281562.3 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -281626.625000 Penalty: 2520.485107
	Iteration 3Q: 3 clusters Score -281626.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -281683.687500 Penalty: 2520.485107
	Iteration 4Q: 3 clusters Score -281683.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -281736.937500 Penalty: 2520.485107
	Iteration 5Q: 3 clusters Score -281736.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -281781.375000 Penalty: 2520.485107
	Iteration 6Q: 3 clusters Score -281781.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -281819.406250 Penalty: 2520.485107
	Iteration 7Q: 3 clusters Score -281819.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -281852.437500 Penalty: 2520.485107
	Iteration 8Q: 3 clusters Score -281852.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -281896.656250 Penalty: 2520.485107
	Iteration 9Q: 3 clusters Score -281896.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -281955.500000 Penalty: 2520.485107
	Iteration 10Q: 3 clusters Score -281955.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -282012.562500 Penalty: 2520.485107
	Iteration 11Q: 3 clusters Score -282012.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -282062.156250 Penalty: 2520.485107
	Iteration 12Q: 3 clusters Score -282062.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -282101.968750 Penalty: 2520.485107
	Iteration 13Q: 3 clusters Score -282102 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -282133.687500 Penalty: 2520.485107
	Iteration 14Q: 3 clusters Score -282133.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -282169.781250 Penalty: 2520.485107
	Iteration 15Q: 3 clusters Score -282169.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -282195.312500 Penalty: 2520.485107
	Iteration 16Q: 3 clusters Score -282195.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -282222.500000 Penalty: 2520.485107
	Iteration 17Q: 3 clusters Score -282222.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -282243.375000 Penalty: 2520.485107
	Iteration 18Q: 3 clusters Score -282243.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -282253.750000 Penalty: 2520.485107
	Iteration 19Q: 3 clusters Score -282253.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -282261.312500 Penalty: 2520.485107
	Iteration 20F: 3 clusters Score -282261.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -282268.875000 Penalty: 2520.485107
	Iteration 21Q: 3 clusters Score -282268.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -282277.500000 Penalty: 2520.485107
	Iteration 22Q: 3 clusters Score -282277.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -282287.437500 Penalty: 2520.485107
	Iteration 23Q: 3 clusters Score -282287.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -282291.343750 Penalty: 2520.485107
	Iteration 24Q: 3 clusters Score -282291.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -282293.875000 Penalty: 2520.485107
	Iteration 25Q: 3 clusters Score -282293.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -282297.500000 Penalty: 2520.485107
	Iteration 26Q: 3 clusters Score -282297.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -282302.093750 Penalty: 2520.485107
	Iteration 27Q: 3 clusters Score -282302.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -282308.656250 Penalty: 2520.485107
	Iteration 28Q: 3 clusters Score -282308.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -282316.156250 Penalty: 2520.485107
	Iteration 29Q: 3 clusters Score -282316.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -282324.187500 Penalty: 2520.485107
	Iteration 30Q: 3 clusters Score -282324.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -282331.968750 Penalty: 2520.485107
	Iteration 31Q: 3 clusters Score -282332 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -282339.625000 Penalty: 2520.485107
	Iteration 32Q: 3 clusters Score -282339.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -282351.968750 Penalty: 2520.485107
	Iteration 33Q: 3 clusters Score -282352 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -282361.781250 Penalty: 2520.485107
	Iteration 34Q: 3 clusters Score -282361.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -282372.875000 Penalty: 2520.485107
	Iteration 35Q: 3 clusters Score -282372.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -282387.062500 Penalty: 2520.485107
	Iteration 36Q: 3 clusters Score -282387.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -282401.687500 Penalty: 2520.485107
	Iteration 37Q: 3 clusters Score -282401.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -282416.968750 Penalty: 2520.485107
	Iteration 38Q: 3 clusters Score -282417 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -282435.218750 Penalty: 2520.485107
	Iteration 39Q: 3 clusters Score -282435.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -282454.375000 Penalty: 2520.485107
	Iteration 40F: 3 clusters Score -282454.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -282474.000000 Penalty: 2520.485107
	Iteration 41Q: 3 clusters Score -282474 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -282485.937500 Penalty: 2520.485107
	Iteration 42Q: 3 clusters Score -282485.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -282496.343750 Penalty: 2520.485107
	Iteration 43Q: 3 clusters Score -282496.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -282504.843750 Penalty: 2520.485107
	Iteration 44Q: 3 clusters Score -282504.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -282512.687500 Penalty: 2520.485107
	Iteration 45Q: 3 clusters Score -282512.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -282519.031250 Penalty: 2520.485107
	Iteration 46Q: 3 clusters Score -282519 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -282523.531250 Penalty: 2520.485107
	Iteration 47Q: 3 clusters Score -282523.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -282525.281250 Penalty: 2520.485107
	Iteration 48Q: 3 clusters Score -282525.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -282537.562500 Penalty: 2520.485107
	Iteration 49Q: 3 clusters Score -282537.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -282548.531250 Penalty: 2520.485107
	Iteration 50Q: 3 clusters Score -282548.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -282558.125000 Penalty: 2520.485107
	Iteration 51Q: 3 clusters Score -282558.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -282559.937500 Penalty: 2520.485107
	Iteration 52Q: 3 clusters Score -282559.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -282560.906250 Penalty: 2520.485107
	Iteration 53Q: 3 clusters Score -282560.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -282561.687500 Penalty: 2520.485107
	Iteration 54Q: 3 clusters Score -282561.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -282561.687500 Penalty: 2520.485107
	Iteration 55F: 3 clusters Score -282561.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (25528 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25528 members 
Entering Unmasked Estep 
Score: -2996683.750000 Penalty: 1648.973877
	Iteration 0F: 2 clusters Score -2996684 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12678 members 
Mstep: Class 2 contains 12850 members 
Entering Unmasked Estep 
Score: -2979564.750000 Penalty: 3297.947754
	Iteration 0F: 3 clusters Score -2979565 nChanged 11657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12049 members 
Mstep: Class 2 contains 13479 members 
Entering Unmasked Estep 
Score: -2986898.000000 Penalty: 3297.947754
	Iteration 1F: 3 clusters Score -2986898 nChanged 1979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11564 members 
Mstep: Class 2 contains 13964 members 
Entering Unmasked Estep 
Score: -2988206.000000 Penalty: 3297.947754
	Iteration 2F: 3 clusters Score -2988206 nChanged 1909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10961 members 
Mstep: Class 2 contains 14567 members 
Entering Unmasked Estep 
Score: -2989514.500000 Penalty: 3297.947754
	Iteration 3F: 3 clusters Score -2989514 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10254 members 
Mstep: Class 2 contains 15274 members 
Entering Unmasked Estep 
Score: -2990717.000000 Penalty: 3297.947754
	Iteration 4F: 3 clusters Score -2990717 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9518 members 
Mstep: Class 2 contains 16010 members 
Entering Unmasked Estep 
Score: -2991674.750000 Penalty: 3297.947754
	Iteration 5F: 3 clusters Score -2991675 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8828 members 
Mstep: Class 2 contains 16700 members 
Entering Unmasked Estep 
Score: -2992364.500000 Penalty: 3297.947754
	Iteration 6Q: 3 clusters Score -2992364 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8184 members 
Mstep: Class 2 contains 17344 members 
Entering Unmasked Estep 
Score: -2992832.500000 Penalty: 3297.947754
	Iteration 7Q: 3 clusters Score -2992832 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7607 members 
Mstep: Class 2 contains 17921 members 
Entering Unmasked Estep 
Score: -2993139.000000 Penalty: 3297.947754
	Iteration 8Q: 3 clusters Score -2993139 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7048 members 
Mstep: Class 2 contains 18480 members 
Entering Unmasked Estep 
Score: -2993416.000000 Penalty: 3297.947754
	Iteration 9Q: 3 clusters Score -2993416 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6466 members 
Mstep: Class 2 contains 19062 members 
Entering Unmasked Estep 
Score: -2993692.000000 Penalty: 3297.947754
	Iteration 10Q: 3 clusters Score -2993692 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5956 members 
Mstep: Class 2 contains 19572 members 
Entering Unmasked Estep 
Score: -2993907.750000 Penalty: 3297.947754
	Iteration 11Q: 3 clusters Score -2993908 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5454 members 
Mstep: Class 2 contains 20074 members 
Entering Unmasked Estep 
Score: -2994112.500000 Penalty: 3297.947754
	Iteration 12Q: 3 clusters Score -2994112 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 20531 members 
Entering Unmasked Estep 
Score: -2994285.000000 Penalty: 3297.947754
	Iteration 13Q: 3 clusters Score -2994285 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 20958 members 
Entering Unmasked Estep 
Score: -2994463.000000 Penalty: 3297.947754
	Iteration 14Q: 3 clusters Score -2994463 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 21367 members 
Entering Unmasked Estep 
Score: -2994636.250000 Penalty: 3297.947754
	Iteration 15Q: 3 clusters Score -2994636 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 21726 members 
Entering Unmasked Estep 
Score: -2994769.750000 Penalty: 3297.947754
	Iteration 16Q: 3 clusters Score -2994770 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 22058 members 
Entering Unmasked Estep 
Score: -2994912.500000 Penalty: 3297.947754
	Iteration 17Q: 3 clusters Score -2994912 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 22365 members 
Entering Unmasked Estep 
Score: -2995059.250000 Penalty: 3297.947754
	Iteration 18Q: 3 clusters Score -2995059 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 22640 members 
Entering Unmasked Estep 
Score: -2995163.750000 Penalty: 3297.947754
	Iteration 19Q: 3 clusters Score -2995164 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 22887 members 
Entering Unmasked Estep 
Score: -2995242.250000 Penalty: 3297.947754
	Iteration 20F: 3 clusters Score -2995242 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 23081 members 
Entering Unmasked Estep 
Score: -2995305.250000 Penalty: 3297.947754
	Iteration 21Q: 3 clusters Score -2995305 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 23260 members 
Entering Unmasked Estep 
Score: -2995354.000000 Penalty: 3297.947754
	Iteration 22Q: 3 clusters Score -2995354 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 23391 members 
Entering Unmasked Estep 
Score: -2995405.500000 Penalty: 3297.947754
	Iteration 23Q: 3 clusters Score -2995406 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 23508 members 
Entering Unmasked Estep 
Score: -2995434.500000 Penalty: 3297.947754
	Iteration 24Q: 3 clusters Score -2995434 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 23620 members 
Entering Unmasked Estep 
Score: -2995467.250000 Penalty: 3297.947754
	Iteration 25Q: 3 clusters Score -2995467 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 23705 members 
Entering Unmasked Estep 
Score: -2995500.000000 Penalty: 3297.947754
	Iteration 26Q: 3 clusters Score -2995500 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 23782 members 
Entering Unmasked Estep 
Score: -2995517.500000 Penalty: 3297.947754
	Iteration 27Q: 3 clusters Score -2995518 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 23844 members 
Entering Unmasked Estep 
Score: -2995535.250000 Penalty: 3297.947754
	Iteration 28Q: 3 clusters Score -2995535 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 23900 members 
Entering Unmasked Estep 
Score: -2995551.750000 Penalty: 3297.947754
	Iteration 29Q: 3 clusters Score -2995552 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 23949 members 
Entering Unmasked Estep 
Score: -2995564.500000 Penalty: 3297.947754
	Iteration 30Q: 3 clusters Score -2995564 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 23985 members 
Entering Unmasked Estep 
Score: -2995572.750000 Penalty: 3297.947754
	Iteration 31Q: 3 clusters Score -2995573 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 24022 members 
Entering Unmasked Estep 
Score: -2995577.000000 Penalty: 3297.947754
	Iteration 32Q: 3 clusters Score -2995577 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 24066 members 
Entering Unmasked Estep 
Score: -2995586.750000 Penalty: 3297.947754
	Iteration 33Q: 3 clusters Score -2995587 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 24099 members 
Entering Unmasked Estep 
Score: -2995601.250000 Penalty: 3297.947754
	Iteration 34Q: 3 clusters Score -2995601 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 24128 members 
Entering Unmasked Estep 
Score: -2995608.250000 Penalty: 3297.947754
	Iteration 35Q: 3 clusters Score -2995608 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 24157 members 
Entering Unmasked Estep 
Score: -2995613.000000 Penalty: 3297.947754
	Iteration 36Q: 3 clusters Score -2995613 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 24184 members 
Entering Unmasked Estep 
Score: -2995614.500000 Penalty: 3297.947754
	Iteration 37Q: 3 clusters Score -2995614 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 24205 members 
Entering Unmasked Estep 
Score: -2995624.000000 Penalty: 3297.947754
	Iteration 38Q: 3 clusters Score -2995624 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 24225 members 
Entering Unmasked Estep 
Score: -2995624.750000 Penalty: 3297.947754
	Iteration 39Q: 3 clusters Score -2995625 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 24240 members 
Entering Unmasked Estep 
Score: -2995626.000000 Penalty: 3297.947754
	Iteration 40F: 3 clusters Score -2995626 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 24253 members 
Entering Unmasked Estep 
Score: -2995627.750000 Penalty: 3297.947754
	Iteration 41Q: 3 clusters Score -2995628 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 24266 members 
Entering Unmasked Estep 
Score: -2995638.500000 Penalty: 3297.947754
	Iteration 42Q: 3 clusters Score -2995638 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 24277 members 
Entering Unmasked Estep 
Score: -2995638.500000 Penalty: 3297.947754
	Iteration 43Q: 3 clusters Score -2995638 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 24286 members 
Entering Unmasked Estep 
Score: -2995641.250000 Penalty: 3297.947754
	Iteration 44Q: 3 clusters Score -2995641 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 24297 members 
Entering Unmasked Estep 
Score: -2995647.750000 Penalty: 3297.947754
	Iteration 45Q: 3 clusters Score -2995648 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 24310 members 
Entering Unmasked Estep 
Score: -2995656.500000 Penalty: 3297.947754
	Iteration 46Q: 3 clusters Score -2995656 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 24322 members 
Entering Unmasked Estep 
Score: -2995662.500000 Penalty: 3297.947754
	Iteration 47Q: 3 clusters Score -2995662 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 24331 members 
Entering Unmasked Estep 
Score: -2995662.250000 Penalty: 3297.947754
	Iteration 48Q: 3 clusters Score -2995662 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 24344 members 
Entering Unmasked Estep 
Score: -2995659.500000 Penalty: 3297.947754
	Iteration 49Q: 3 clusters Score -2995660 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 24350 members 
Entering Unmasked Estep 
Score: -2995660.500000 Penalty: 3297.947754
	Iteration 50Q: 3 clusters Score -2995660 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 24354 members 
Entering Unmasked Estep 
Score: -2995662.750000 Penalty: 3297.947754
	Iteration 51Q: 3 clusters Score -2995663 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 24360 members 
Entering Unmasked Estep 
Score: -2995670.250000 Penalty: 3297.947754
	Iteration 52Q: 3 clusters Score -2995670 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 24365 members 
Entering Unmasked Estep 
Score: -2995670.250000 Penalty: 3297.947754
	Iteration 53Q: 3 clusters Score -2995670 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 24370 members 
Entering Unmasked Estep 
Score: -2995669.500000 Penalty: 3297.947754
	Iteration 54Q: 3 clusters Score -2995670 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 24371 members 
Entering Unmasked Estep 
Score: -2995668.250000 Penalty: 3297.947754
	Iteration 55Q: 3 clusters Score -2995668 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 24372 members 
Entering Unmasked Estep 
Score: -2995669.000000 Penalty: 3297.947754
	Iteration 56Q: 3 clusters Score -2995669 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 24372 members 
Entering Unmasked Estep 
Score: -2995669.000000 Penalty: 3297.947754
	Iteration 57F: 3 clusters Score -2995669 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (35837 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35837 members 
Entering Unmasked Estep 
Score: -4535825.000000 Penalty: 1704.094604
	Iteration 0F: 2 clusters Score -4535825 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17853 members 
Mstep: Class 2 contains 17984 members 
Entering Unmasked Estep 
Score: -4511700.500000 Penalty: 3408.189209
	Iteration 0F: 3 clusters Score -4511700 nChanged 16663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16928 members 
Mstep: Class 2 contains 18909 members 
Entering Unmasked Estep 
Score: -4521014.500000 Penalty: 3408.189209
	Iteration 1F: 3 clusters Score -4521014 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16368 members 
Mstep: Class 2 contains 19469 members 
Entering Unmasked Estep 
Score: -4521490.000000 Penalty: 3408.189209
	Iteration 2Q: 3 clusters Score -4521490 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15546 members 
Mstep: Class 2 contains 20291 members 
Entering Unmasked Estep 
Score: -4522037.500000 Penalty: 3408.189209
	Iteration 3Q: 3 clusters Score -4522038 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14399 members 
Mstep: Class 2 contains 21438 members 
Entering Unmasked Estep 
Score: -4522757.000000 Penalty: 3408.189209
	Iteration 4Q: 3 clusters Score -4522757 nChanged 1933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12882 members 
Mstep: Class 2 contains 22955 members 
Entering Unmasked Estep 
Score: -4523748.500000 Penalty: 3408.189209
	Iteration 5F: 3 clusters Score -4523748 nChanged 2146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10964 members 
Mstep: Class 2 contains 24873 members 
Entering Unmasked Estep 
Score: -4525039.000000 Penalty: 3408.189209
	Iteration 6F: 3 clusters Score -4525039 nChanged 2422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8644 members 
Mstep: Class 2 contains 27193 members 
Entering Unmasked Estep 
Score: -4526760.000000 Penalty: 3408.189209
	Iteration 7F: 3 clusters Score -4526760 nChanged 2543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6125 members 
Mstep: Class 2 contains 29712 members 
Entering Unmasked Estep 
Score: -4528828.500000 Penalty: 3408.189209
	Iteration 8F: 3 clusters Score -4528828 nChanged 2347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 32057 members 
Entering Unmasked Estep 
Score: -4530922.000000 Penalty: 3408.189209
	Iteration 9F: 3 clusters Score -4530922 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 33806 members 
Entering Unmasked Estep 
Score: -4532572.500000 Penalty: 3408.189209
	Iteration 10Q: 3 clusters Score -4532572 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 34827 members 
Entering Unmasked Estep 
Score: -4533526.500000 Penalty: 3408.189209
	Iteration 11Q: 3 clusters Score -4533526 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 35315 members 
Entering Unmasked Estep 
Score: -4533980.500000 Penalty: 3408.189209
	Iteration 12Q: 3 clusters Score -4533980 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 35500 members 
Entering Unmasked Estep 
Score: -4534156.000000 Penalty: 3408.189209
	Iteration 13Q: 3 clusters Score -4534156 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 35570 members 
Entering Unmasked Estep 
Score: -4534254.500000 Penalty: 3408.189209
	Iteration 14Q: 3 clusters Score -4534254 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 35599 members 
Entering Unmasked Estep 
Score: -4534307.000000 Penalty: 3408.189209
	Iteration 15Q: 3 clusters Score -4534307 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 35617 members 
Entering Unmasked Estep 
Score: -4534341.000000 Penalty: 3408.189209
	Iteration 16Q: 3 clusters Score -4534341 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 35626 members 
Entering Unmasked Estep 
Score: -4534353.500000 Penalty: 3408.189209
	Iteration 17Q: 3 clusters Score -4534354 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 35628 members 
Entering Unmasked Estep 
Score: -4534357.000000 Penalty: 3408.189209
	Iteration 18Q: 3 clusters Score -4534357 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 35627 members 
Entering Unmasked Estep 
Score: -4534355.000000 Penalty: 3408.189209
	Iteration 19Q: 3 clusters Score -4534355 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 35627 members 
Entering Unmasked Estep 
Score: -4534355.000000 Penalty: 3408.189209
	Iteration 20F: 3 clusters Score -4534355 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (4577 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Entering Unmasked Estep 
Score: -553599.062500 Penalty: 1369.679810
	Iteration 0F: 2 clusters Score -553599.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -549927.562500 Penalty: 2739.359619
	Iteration 0F: 3 clusters Score -549927.6 nChanged 1821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -550946.625000 Penalty: 2739.359619
	Iteration 1F: 3 clusters Score -550946.6 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -551119.062500 Penalty: 2739.359619
	Iteration 2F: 3 clusters Score -551119.1 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -551237.625000 Penalty: 2739.359619
	Iteration 3F: 3 clusters Score -551237.6 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -551357.875000 Penalty: 2739.359619
	Iteration 4Q: 3 clusters Score -551357.9 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -551493.125000 Penalty: 2739.359619
	Iteration 5Q: 3 clusters Score -551493.1 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -551637.562500 Penalty: 2739.359619
	Iteration 6Q: 3 clusters Score -551637.6 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -551755.812500 Penalty: 2739.359619
	Iteration 7Q: 3 clusters Score -551755.8 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -551847.875000 Penalty: 2739.359619
	Iteration 8Q: 3 clusters Score -551847.9 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -551919.687500 Penalty: 2739.359619
	Iteration 9Q: 3 clusters Score -551919.7 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -551967.812500 Penalty: 2739.359619
	Iteration 10Q: 3 clusters Score -551967.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -552004.500000 Penalty: 2739.359619
	Iteration 11Q: 3 clusters Score -552004.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -552034.750000 Penalty: 2739.359619
	Iteration 12Q: 3 clusters Score -552034.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -552066.250000 Penalty: 2739.359619
	Iteration 13Q: 3 clusters Score -552066.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -552088.875000 Penalty: 2739.359619
	Iteration 14Q: 3 clusters Score -552088.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -552109.250000 Penalty: 2739.359619
	Iteration 15Q: 3 clusters Score -552109.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -552127.625000 Penalty: 2739.359619
	Iteration 16Q: 3 clusters Score -552127.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -552137.875000 Penalty: 2739.359619
	Iteration 17Q: 3 clusters Score -552137.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -552148.500000 Penalty: 2739.359619
	Iteration 18Q: 3 clusters Score -552148.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -552161.375000 Penalty: 2739.359619
	Iteration 19Q: 3 clusters Score -552161.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -552176.062500 Penalty: 2739.359619
	Iteration 20F: 3 clusters Score -552176.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -552192.375000 Penalty: 2739.359619
	Iteration 21Q: 3 clusters Score -552192.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -552204.250000 Penalty: 2739.359619
	Iteration 22Q: 3 clusters Score -552204.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -552212.062500 Penalty: 2739.359619
	Iteration 23Q: 3 clusters Score -552212.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -552222.000000 Penalty: 2739.359619
	Iteration 24Q: 3 clusters Score -552222 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -552230.375000 Penalty: 2739.359619
	Iteration 25Q: 3 clusters Score -552230.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -552239.687500 Penalty: 2739.359619
	Iteration 26Q: 3 clusters Score -552239.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -552250.687500 Penalty: 2739.359619
	Iteration 27Q: 3 clusters Score -552250.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -552259.312500 Penalty: 2739.359619
	Iteration 28Q: 3 clusters Score -552259.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -552272.562500 Penalty: 2739.359619
	Iteration 29Q: 3 clusters Score -552272.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -552283.812500 Penalty: 2739.359619
	Iteration 30Q: 3 clusters Score -552283.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -552291.312500 Penalty: 2739.359619
	Iteration 31Q: 3 clusters Score -552291.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -552301.625000 Penalty: 2739.359619
	Iteration 32Q: 3 clusters Score -552301.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -552308.750000 Penalty: 2739.359619
	Iteration 33Q: 3 clusters Score -552308.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -552315.125000 Penalty: 2739.359619
	Iteration 34Q: 3 clusters Score -552315.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -552322.375000 Penalty: 2739.359619
	Iteration 35Q: 3 clusters Score -552322.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -552328.062500 Penalty: 2739.359619
	Iteration 36Q: 3 clusters Score -552328.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -552330.312500 Penalty: 2739.359619
	Iteration 37Q: 3 clusters Score -552330.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -552332.437500 Penalty: 2739.359619
	Iteration 38Q: 3 clusters Score -552332.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -552334.375000 Penalty: 2739.359619
	Iteration 39Q: 3 clusters Score -552334.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -552334.937500 Penalty: 2739.359619
	Iteration 40F: 3 clusters Score -552334.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -552343.125000 Penalty: 2739.359619
	Iteration 41Q: 3 clusters Score -552343.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -552348.875000 Penalty: 2739.359619
	Iteration 42Q: 3 clusters Score -552348.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -552355.500000 Penalty: 2739.359619
	Iteration 43Q: 3 clusters Score -552355.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -552359.687500 Penalty: 2739.359619
	Iteration 44Q: 3 clusters Score -552359.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -552362.875000 Penalty: 2739.359619
	Iteration 45Q: 3 clusters Score -552362.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -552369.062500 Penalty: 2739.359619
	Iteration 46Q: 3 clusters Score -552369.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -552373.250000 Penalty: 2739.359619
	Iteration 47Q: 3 clusters Score -552373.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -552378.125000 Penalty: 2739.359619
	Iteration 48Q: 3 clusters Score -552378.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -552382.062500 Penalty: 2739.359619
	Iteration 49Q: 3 clusters Score -552382.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -552384.562500 Penalty: 2739.359619
	Iteration 50Q: 3 clusters Score -552384.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -552388.375000 Penalty: 2739.359619
	Iteration 51Q: 3 clusters Score -552388.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -552391.125000 Penalty: 2739.359619
	Iteration 52Q: 3 clusters Score -552391.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -552394.812500 Penalty: 2739.359619
	Iteration 53Q: 3 clusters Score -552394.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -552400.625000 Penalty: 2739.359619
	Iteration 54Q: 3 clusters Score -552400.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -552406.687500 Penalty: 2739.359619
	Iteration 55Q: 3 clusters Score -552406.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -552410.562500 Penalty: 2739.359619
	Iteration 56Q: 3 clusters Score -552410.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -552412.687500 Penalty: 2739.359619
	Iteration 57Q: 3 clusters Score -552412.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -552416.062500 Penalty: 2739.359619
	Iteration 58Q: 3 clusters Score -552416.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -552418.125000 Penalty: 2739.359619
	Iteration 59Q: 3 clusters Score -552418.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -552422.125000 Penalty: 2739.359619
	Iteration 60F: 3 clusters Score -552422.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -552427.187500 Penalty: 2739.359619
	Iteration 61Q: 3 clusters Score -552427.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -552430.000000 Penalty: 2739.359619
	Iteration 62Q: 3 clusters Score -552430 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -552431.250000 Penalty: 2739.359619
	Iteration 63Q: 3 clusters Score -552431.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -552432.500000 Penalty: 2739.359619
	Iteration 64Q: 3 clusters Score -552432.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -552433.375000 Penalty: 2739.359619
	Iteration 65Q: 3 clusters Score -552433.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -552434.687500 Penalty: 2739.359619
	Iteration 66Q: 3 clusters Score -552434.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -552436.937500 Penalty: 2739.359619
	Iteration 67Q: 3 clusters Score -552436.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -552442.750000 Penalty: 2739.359619
	Iteration 68Q: 3 clusters Score -552442.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -552445.500000 Penalty: 2739.359619
	Iteration 69Q: 3 clusters Score -552445.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -552448.875000 Penalty: 2739.359619
	Iteration 70Q: 3 clusters Score -552448.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -552451.687500 Penalty: 2739.359619
	Iteration 71Q: 3 clusters Score -552451.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -552456.062500 Penalty: 2739.359619
	Iteration 72Q: 3 clusters Score -552456.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -552459.750000 Penalty: 2739.359619
	Iteration 73Q: 3 clusters Score -552459.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -552462.562500 Penalty: 2739.359619
	Iteration 74Q: 3 clusters Score -552462.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -552463.750000 Penalty: 2739.359619
	Iteration 75Q: 3 clusters Score -552463.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -552467.125000 Penalty: 2739.359619
	Iteration 76Q: 3 clusters Score -552467.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -552471.500000 Penalty: 2739.359619
	Iteration 77Q: 3 clusters Score -552471.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -552481.250000 Penalty: 2739.359619
	Iteration 78Q: 3 clusters Score -552481.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -552485.125000 Penalty: 2739.359619
	Iteration 79Q: 3 clusters Score -552485.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -552488.312500 Penalty: 2739.359619
	Iteration 80F: 3 clusters Score -552488.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -552492.000000 Penalty: 2739.359619
	Iteration 81Q: 3 clusters Score -552492 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -552494.375000 Penalty: 2739.359619
	Iteration 82Q: 3 clusters Score -552494.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -552497.625000 Penalty: 2739.359619
	Iteration 83Q: 3 clusters Score -552497.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -552499.937500 Penalty: 2739.359619
	Iteration 84Q: 3 clusters Score -552499.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -552501.062500 Penalty: 2739.359619
	Iteration 85Q: 3 clusters Score -552501.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -552502.125000 Penalty: 2739.359619
	Iteration 86Q: 3 clusters Score -552502.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -552502.437500 Penalty: 2739.359619
	Iteration 87Q: 3 clusters Score -552502.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -552504.062500 Penalty: 2739.359619
	Iteration 88Q: 3 clusters Score -552504.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -552504.812500 Penalty: 2739.359619
	Iteration 89Q: 3 clusters Score -552504.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -552506.125000 Penalty: 2739.359619
	Iteration 90Q: 3 clusters Score -552506.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -552507.812500 Penalty: 2739.359619
	Iteration 91Q: 3 clusters Score -552507.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -552508.500000 Penalty: 2739.359619
	Iteration 92Q: 3 clusters Score -552508.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -552508.500000 Penalty: 2739.359619
	Iteration 93F: 3 clusters Score -552508.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (23748 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23748 members 
Entering Unmasked Estep 
Score: -3002084.000000 Penalty: 1637.228638
	Iteration 0F: 2 clusters Score -3002084 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11971 members 
Mstep: Class 2 contains 11777 members 
Entering Unmasked Estep 
Score: -2986062.000000 Penalty: 3274.457275
	Iteration 0F: 3 clusters Score -2986062 nChanged 10656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12719 members 
Mstep: Class 2 contains 11029 members 
Entering Unmasked Estep 
Score: -2991908.000000 Penalty: 3274.457275
	Iteration 1F: 3 clusters Score -2991908 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13223 members 
Mstep: Class 2 contains 10525 members 
Entering Unmasked Estep 
Score: -2992439.750000 Penalty: 3274.457275
	Iteration 2F: 3 clusters Score -2992440 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13919 members 
Mstep: Class 2 contains 9829 members 
Entering Unmasked Estep 
Score: -2993110.250000 Penalty: 3274.457275
	Iteration 3F: 3 clusters Score -2993110 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14833 members 
Mstep: Class 2 contains 8915 members 
Entering Unmasked Estep 
Score: -2993914.250000 Penalty: 3274.457275
	Iteration 4F: 3 clusters Score -2993914 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15968 members 
Mstep: Class 2 contains 7780 members 
Entering Unmasked Estep 
Score: -2994908.500000 Penalty: 3274.457275
	Iteration 5F: 3 clusters Score -2994908 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17220 members 
Mstep: Class 2 contains 6528 members 
Entering Unmasked Estep 
Score: -2996061.250000 Penalty: 3274.457275
	Iteration 6F: 3 clusters Score -2996061 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18484 members 
Mstep: Class 2 contains 5264 members 
Entering Unmasked Estep 
Score: -2997226.750000 Penalty: 3274.457275
	Iteration 7F: 3 clusters Score -2997227 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19526 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -2998254.000000 Penalty: 3274.457275
	Iteration 8F: 3 clusters Score -2998254 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20336 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -2999066.250000 Penalty: 3274.457275
	Iteration 9Q: 3 clusters Score -2999066 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20936 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -2999702.000000 Penalty: 3274.457275
	Iteration 10Q: 3 clusters Score -2999702 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21321 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -3000047.750000 Penalty: 3274.457275
	Iteration 11Q: 3 clusters Score -3000048 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21587 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -3000255.500000 Penalty: 3274.457275
	Iteration 12Q: 3 clusters Score -3000256 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21789 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -3000378.250000 Penalty: 3274.457275
	Iteration 13Q: 3 clusters Score -3000378 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21937 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -3000456.000000 Penalty: 3274.457275
	Iteration 14Q: 3 clusters Score -3000456 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22060 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -3000530.250000 Penalty: 3274.457275
	Iteration 15Q: 3 clusters Score -3000530 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22166 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -3000582.250000 Penalty: 3274.457275
	Iteration 16Q: 3 clusters Score -3000582 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22253 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -3000637.500000 Penalty: 3274.457275
	Iteration 17Q: 3 clusters Score -3000638 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22334 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -3000670.750000 Penalty: 3274.457275
	Iteration 18Q: 3 clusters Score -3000671 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22399 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -3000687.250000 Penalty: 3274.457275
	Iteration 19Q: 3 clusters Score -3000687 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22451 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -3000712.000000 Penalty: 3274.457275
	Iteration 20F: 3 clusters Score -3000712 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22492 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -3000726.250000 Penalty: 3274.457275
	Iteration 21Q: 3 clusters Score -3000726 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22523 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -3000735.500000 Penalty: 3274.457275
	Iteration 22Q: 3 clusters Score -3000736 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22556 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -3000753.000000 Penalty: 3274.457275
	Iteration 23Q: 3 clusters Score -3000753 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22576 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -3000754.250000 Penalty: 3274.457275
	Iteration 24Q: 3 clusters Score -3000754 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22592 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -3000762.000000 Penalty: 3274.457275
	Iteration 25Q: 3 clusters Score -3000762 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22610 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -3000763.000000 Penalty: 3274.457275
	Iteration 26Q: 3 clusters Score -3000763 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22623 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -3000766.750000 Penalty: 3274.457275
	Iteration 27Q: 3 clusters Score -3000767 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22635 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -3000776.250000 Penalty: 3274.457275
	Iteration 28Q: 3 clusters Score -3000776 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22642 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -3000779.000000 Penalty: 3274.457275
	Iteration 29Q: 3 clusters Score -3000779 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22650 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -3000794.000000 Penalty: 3274.457275
	Iteration 30Q: 3 clusters Score -3000794 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22662 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -3000798.750000 Penalty: 3274.457275
	Iteration 31Q: 3 clusters Score -3000799 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22678 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -3000800.750000 Penalty: 3274.457275
	Iteration 32Q: 3 clusters Score -3000801 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22694 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -3000806.000000 Penalty: 3274.457275
	Iteration 33Q: 3 clusters Score -3000806 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22706 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -3000809.500000 Penalty: 3274.457275
	Iteration 34Q: 3 clusters Score -3000810 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22715 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -3000814.500000 Penalty: 3274.457275
	Iteration 35Q: 3 clusters Score -3000814 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22725 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -3000816.500000 Penalty: 3274.457275
	Iteration 36Q: 3 clusters Score -3000816 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22740 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -3000823.000000 Penalty: 3274.457275
	Iteration 37Q: 3 clusters Score -3000823 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22754 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -3000829.250000 Penalty: 3274.457275
	Iteration 38Q: 3 clusters Score -3000829 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22764 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -3000832.000000 Penalty: 3274.457275
	Iteration 39Q: 3 clusters Score -3000832 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22768 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -3000838.000000 Penalty: 3274.457275
	Iteration 40F: 3 clusters Score -3000838 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22773 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -3000835.250000 Penalty: 3274.457275
	Iteration 41Q: 3 clusters Score -3000835 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22779 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -3000837.750000 Penalty: 3274.457275
	Iteration 42Q: 3 clusters Score -3000838 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22787 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -3000841.250000 Penalty: 3274.457275
	Iteration 43Q: 3 clusters Score -3000841 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22797 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -3000847.500000 Penalty: 3274.457275
	Iteration 44Q: 3 clusters Score -3000848 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22804 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -3000850.750000 Penalty: 3274.457275
	Iteration 45Q: 3 clusters Score -3000851 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22812 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -3000845.000000 Penalty: 3274.457275
	Iteration 46Q: 3 clusters Score -3000845 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22815 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -3000850.000000 Penalty: 3274.457275
	Iteration 47Q: 3 clusters Score -3000850 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22821 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -3000856.250000 Penalty: 3274.457275
	Iteration 48Q: 3 clusters Score -3000856 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22825 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -3000856.000000 Penalty: 3274.457275
	Iteration 49Q: 3 clusters Score -3000856 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22826 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -3000854.750000 Penalty: 3274.457275
	Iteration 50Q: 3 clusters Score -3000855 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22827 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -3000855.000000 Penalty: 3274.457275
	Iteration 51Q: 3 clusters Score -3000855 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22827 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -3000855.000000 Penalty: 3274.457275
	Iteration 52F: 3 clusters Score -3000855 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (12307 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12307 members 
Entering Unmasked Estep 
Score: -1379783.500000 Penalty: 1530.412598
	Iteration 0F: 2 clusters Score -1379784 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6120 members 
Mstep: Class 2 contains 6187 members 
Entering Unmasked Estep 
Score: -1371101.625000 Penalty: 3060.825195
	Iteration 0F: 3 clusters Score -1371102 nChanged 5438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5736 members 
Mstep: Class 2 contains 6571 members 
Entering Unmasked Estep 
Score: -1374417.500000 Penalty: 3060.825195
	Iteration 1F: 3 clusters Score -1374418 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5517 members 
Mstep: Class 2 contains 6790 members 
Entering Unmasked Estep 
Score: -1375073.250000 Penalty: 3060.825195
	Iteration 2F: 3 clusters Score -1375073 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5285 members 
Mstep: Class 2 contains 7022 members 
Entering Unmasked Estep 
Score: -1375666.125000 Penalty: 3060.825195
	Iteration 3F: 3 clusters Score -1375666 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 7239 members 
Entering Unmasked Estep 
Score: -1376185.875000 Penalty: 3060.825195
	Iteration 4F: 3 clusters Score -1376186 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 7485 members 
Entering Unmasked Estep 
Score: -1376634.125000 Penalty: 3060.825195
	Iteration 5F: 3 clusters Score -1376634 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 7767 members 
Entering Unmasked Estep 
Score: -1377029.250000 Penalty: 3060.825195
	Iteration 6F: 3 clusters Score -1377029 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 8013 members 
Entering Unmasked Estep 
Score: -1377366.375000 Penalty: 3060.825195
	Iteration 7Q: 3 clusters Score -1377366 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 8230 members 
Entering Unmasked Estep 
Score: -1377650.625000 Penalty: 3060.825195
	Iteration 8Q: 3 clusters Score -1377651 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 8406 members 
Entering Unmasked Estep 
Score: -1377872.750000 Penalty: 3060.825195
	Iteration 9Q: 3 clusters Score -1377873 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 8562 members 
Entering Unmasked Estep 
Score: -1378033.625000 Penalty: 3060.825195
	Iteration 10Q: 3 clusters Score -1378034 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 8724 members 
Entering Unmasked Estep 
Score: -1378161.625000 Penalty: 3060.825195
	Iteration 11Q: 3 clusters Score -1378162 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 8885 members 
Entering Unmasked Estep 
Score: -1378278.625000 Penalty: 3060.825195
	Iteration 12Q: 3 clusters Score -1378279 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 9032 members 
Entering Unmasked Estep 
Score: -1378382.500000 Penalty: 3060.825195
	Iteration 13Q: 3 clusters Score -1378382 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 9162 members 
Entering Unmasked Estep 
Score: -1378468.875000 Penalty: 3060.825195
	Iteration 14Q: 3 clusters Score -1378469 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 9273 members 
Entering Unmasked Estep 
Score: -1378524.250000 Penalty: 3060.825195
	Iteration 15Q: 3 clusters Score -1378524 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 9385 members 
Entering Unmasked Estep 
Score: -1378591.375000 Penalty: 3060.825195
	Iteration 16Q: 3 clusters Score -1378591 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 9480 members 
Entering Unmasked Estep 
Score: -1378655.250000 Penalty: 3060.825195
	Iteration 17Q: 3 clusters Score -1378655 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 9582 members 
Entering Unmasked Estep 
Score: -1378705.125000 Penalty: 3060.825195
	Iteration 18Q: 3 clusters Score -1378705 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 9684 members 
Entering Unmasked Estep 
Score: -1378752.000000 Penalty: 3060.825195
	Iteration 19Q: 3 clusters Score -1378752 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 9755 members 
Entering Unmasked Estep 
Score: -1378786.125000 Penalty: 3060.825195
	Iteration 20F: 3 clusters Score -1378786 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 9823 members 
Entering Unmasked Estep 
Score: -1378806.750000 Penalty: 3060.825195
	Iteration 21Q: 3 clusters Score -1378807 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 9882 members 
Entering Unmasked Estep 
Score: -1378840.000000 Penalty: 3060.825195
	Iteration 22Q: 3 clusters Score -1378840 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 9960 members 
Entering Unmasked Estep 
Score: -1378878.750000 Penalty: 3060.825195
	Iteration 23Q: 3 clusters Score -1378879 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 10030 members 
Entering Unmasked Estep 
Score: -1378916.750000 Penalty: 3060.825195
	Iteration 24Q: 3 clusters Score -1378917 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 10101 members 
Entering Unmasked Estep 
Score: -1378949.250000 Penalty: 3060.825195
	Iteration 25Q: 3 clusters Score -1378949 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 10170 members 
Entering Unmasked Estep 
Score: -1378971.000000 Penalty: 3060.825195
	Iteration 26Q: 3 clusters Score -1378971 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 10217 members 
Entering Unmasked Estep 
Score: -1378990.000000 Penalty: 3060.825195
	Iteration 27Q: 3 clusters Score -1378990 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 10266 members 
Entering Unmasked Estep 
Score: -1379010.625000 Penalty: 3060.825195
	Iteration 28Q: 3 clusters Score -1379011 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 10316 members 
Entering Unmasked Estep 
Score: -1379036.875000 Penalty: 3060.825195
	Iteration 29Q: 3 clusters Score -1379037 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 10374 members 
Entering Unmasked Estep 
Score: -1379064.625000 Penalty: 3060.825195
	Iteration 30Q: 3 clusters Score -1379065 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 10429 members 
Entering Unmasked Estep 
Score: -1379089.500000 Penalty: 3060.825195
	Iteration 31Q: 3 clusters Score -1379090 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 10485 members 
Entering Unmasked Estep 
Score: -1379124.000000 Penalty: 3060.825195
	Iteration 32Q: 3 clusters Score -1379124 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 10547 members 
Entering Unmasked Estep 
Score: -1379153.125000 Penalty: 3060.825195
	Iteration 33Q: 3 clusters Score -1379153 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 10591 members 
Entering Unmasked Estep 
Score: -1379175.125000 Penalty: 3060.825195
	Iteration 34Q: 3 clusters Score -1379175 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 10635 members 
Entering Unmasked Estep 
Score: -1379192.875000 Penalty: 3060.825195
	Iteration 35Q: 3 clusters Score -1379193 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 10674 members 
Entering Unmasked Estep 
Score: -1379216.625000 Penalty: 3060.825195
	Iteration 36Q: 3 clusters Score -1379217 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 10708 members 
Entering Unmasked Estep 
Score: -1379240.250000 Penalty: 3060.825195
	Iteration 37Q: 3 clusters Score -1379240 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 10733 members 
Entering Unmasked Estep 
Score: -1379263.000000 Penalty: 3060.825195
	Iteration 38Q: 3 clusters Score -1379263 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 10740 members 
Entering Unmasked Estep 
Score: -1379277.750000 Penalty: 3060.825195
	Iteration 39Q: 3 clusters Score -1379278 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 10755 members 
Entering Unmasked Estep 
Score: -1379293.250000 Penalty: 3060.825195
	Iteration 40F: 3 clusters Score -1379293 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 10766 members 
Entering Unmasked Estep 
Score: -1379309.375000 Penalty: 3060.825195
	Iteration 41Q: 3 clusters Score -1379309 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 10781 members 
Entering Unmasked Estep 
Score: -1379316.500000 Penalty: 3060.825195
	Iteration 42Q: 3 clusters Score -1379316 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 10790 members 
Entering Unmasked Estep 
Score: -1379324.875000 Penalty: 3060.825195
	Iteration 43Q: 3 clusters Score -1379325 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 10799 members 
Entering Unmasked Estep 
Score: -1379327.375000 Penalty: 3060.825195
	Iteration 44Q: 3 clusters Score -1379327 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 10806 members 
Entering Unmasked Estep 
Score: -1379336.000000 Penalty: 3060.825195
	Iteration 45Q: 3 clusters Score -1379336 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 10813 members 
Entering Unmasked Estep 
Score: -1379337.500000 Penalty: 3060.825195
	Iteration 46Q: 3 clusters Score -1379338 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 10816 members 
Entering Unmasked Estep 
Score: -1379349.500000 Penalty: 3060.825195
	Iteration 47Q: 3 clusters Score -1379350 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 10818 members 
Entering Unmasked Estep 
Score: -1379350.375000 Penalty: 3060.825195
	Iteration 48Q: 3 clusters Score -1379350 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 10814 members 
Entering Unmasked Estep 
Score: -1379349.500000 Penalty: 3060.825195
	Iteration 49Q: 3 clusters Score -1379350 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 10816 members 
Entering Unmasked Estep 
Score: -1379353.125000 Penalty: 3060.825195
	Iteration 50Q: 3 clusters Score -1379353 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 10813 members 
Entering Unmasked Estep 
Score: -1379359.000000 Penalty: 3060.825195
	Iteration 51Q: 3 clusters Score -1379359 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 10810 members 
Entering Unmasked Estep 
Score: -1379362.375000 Penalty: 3060.825195
	Iteration 52Q: 3 clusters Score -1379362 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 10817 members 
Entering Unmasked Estep 
Score: -1379369.375000 Penalty: 3060.825195
	Iteration 53Q: 3 clusters Score -1379369 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 10822 members 
Entering Unmasked Estep 
Score: -1379374.125000 Penalty: 3060.825195
	Iteration 54Q: 3 clusters Score -1379374 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 10827 members 
Entering Unmasked Estep 
Score: -1379379.875000 Penalty: 3060.825195
	Iteration 55Q: 3 clusters Score -1379380 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 10831 members 
Entering Unmasked Estep 
Score: -1379380.250000 Penalty: 3060.825195
	Iteration 56Q: 3 clusters Score -1379380 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 10837 members 
Entering Unmasked Estep 
Score: -1379382.250000 Penalty: 3060.825195
	Iteration 57Q: 3 clusters Score -1379382 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 10842 members 
Entering Unmasked Estep 
Score: -1379385.500000 Penalty: 3060.825195
	Iteration 58Q: 3 clusters Score -1379386 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 10853 members 
Entering Unmasked Estep 
Score: -1379385.625000 Penalty: 3060.825195
	Iteration 59Q: 3 clusters Score -1379386 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 10860 members 
Entering Unmasked Estep 
Score: -1379389.625000 Penalty: 3060.825195
	Iteration 60F: 3 clusters Score -1379390 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 10862 members 
Entering Unmasked Estep 
Score: -1379395.125000 Penalty: 3060.825195
	Iteration 61Q: 3 clusters Score -1379395 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 10865 members 
Entering Unmasked Estep 
Score: -1379396.750000 Penalty: 3060.825195
	Iteration 62Q: 3 clusters Score -1379397 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 10871 members 
Entering Unmasked Estep 
Score: -1379398.750000 Penalty: 3060.825195
	Iteration 63Q: 3 clusters Score -1379399 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 10876 members 
Entering Unmasked Estep 
Score: -1379399.250000 Penalty: 3060.825195
	Iteration 64Q: 3 clusters Score -1379399 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 10885 members 
Entering Unmasked Estep 
Score: -1379399.500000 Penalty: 3060.825195
	Iteration 65Q: 3 clusters Score -1379400 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 10890 members 
Entering Unmasked Estep 
Score: -1379402.625000 Penalty: 3060.825195
	Iteration 66Q: 3 clusters Score -1379403 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 10894 members 
Entering Unmasked Estep 
Score: -1379405.250000 Penalty: 3060.825195
	Iteration 67Q: 3 clusters Score -1379405 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 10895 members 
Entering Unmasked Estep 
Score: -1379411.250000 Penalty: 3060.825195
	Iteration 68Q: 3 clusters Score -1379411 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 10903 members 
Entering Unmasked Estep 
Score: -1379413.875000 Penalty: 3060.825195
	Iteration 69Q: 3 clusters Score -1379414 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 10909 members 
Entering Unmasked Estep 
Score: -1379416.125000 Penalty: 3060.825195
	Iteration 70Q: 3 clusters Score -1379416 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 10913 members 
Entering Unmasked Estep 
Score: -1379416.250000 Penalty: 3060.825195
	Iteration 71Q: 3 clusters Score -1379416 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 10918 members 
Entering Unmasked Estep 
Score: -1379419.625000 Penalty: 3060.825195
	Iteration 72Q: 3 clusters Score -1379420 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 10924 members 
Entering Unmasked Estep 
Score: -1379420.375000 Penalty: 3060.825195
	Iteration 73Q: 3 clusters Score -1379420 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 10928 members 
Entering Unmasked Estep 
Score: -1379420.625000 Penalty: 3060.825195
	Iteration 74Q: 3 clusters Score -1379421 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 10930 members 
Entering Unmasked Estep 
Score: -1379420.125000 Penalty: 3060.825195
	Iteration 75Q: 3 clusters Score -1379420 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 10932 members 
Entering Unmasked Estep 
Score: -1379421.625000 Penalty: 3060.825195
	Iteration 76Q: 3 clusters Score -1379422 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 10935 members 
Entering Unmasked Estep 
Score: -1379420.875000 Penalty: 3060.825195
	Iteration 77Q: 3 clusters Score -1379421 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 10937 members 
Entering Unmasked Estep 
Score: -1379421.250000 Penalty: 3060.825195
	Iteration 78Q: 3 clusters Score -1379421 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 10939 members 
Entering Unmasked Estep 
Score: -1379421.750000 Penalty: 3060.825195
	Iteration 79Q: 3 clusters Score -1379422 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 10944 members 
Entering Unmasked Estep 
Score: -1379423.375000 Penalty: 3060.825195
	Iteration 80F: 3 clusters Score -1379423 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 10946 members 
Entering Unmasked Estep 
Score: -1379425.625000 Penalty: 3060.825195
	Iteration 81Q: 3 clusters Score -1379426 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 10949 members 
Entering Unmasked Estep 
Score: -1379424.375000 Penalty: 3060.825195
	Iteration 82Q: 3 clusters Score -1379424 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 10952 members 
Entering Unmasked Estep 
Score: -1379424.750000 Penalty: 3060.825195
	Iteration 83Q: 3 clusters Score -1379425 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 10953 members 
Entering Unmasked Estep 
Score: -1379426.000000 Penalty: 3060.825195
	Iteration 84Q: 3 clusters Score -1379426 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 10954 members 
Entering Unmasked Estep 
Score: -1379427.375000 Penalty: 3060.825195
	Iteration 85Q: 3 clusters Score -1379427 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 10956 members 
Entering Unmasked Estep 
Score: -1379428.750000 Penalty: 3060.825195
	Iteration 86Q: 3 clusters Score -1379429 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 10958 members 
Entering Unmasked Estep 
Score: -1379429.500000 Penalty: 3060.825195
	Iteration 87Q: 3 clusters Score -1379430 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 10962 members 
Entering Unmasked Estep 
Score: -1379428.500000 Penalty: 3060.825195
	Iteration 88Q: 3 clusters Score -1379428 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 10966 members 
Entering Unmasked Estep 
Score: -1379427.875000 Penalty: 3060.825195
	Iteration 89Q: 3 clusters Score -1379428 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 10971 members 
Entering Unmasked Estep 
Score: -1379429.000000 Penalty: 3060.825195
	Iteration 90Q: 3 clusters Score -1379429 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 10974 members 
Entering Unmasked Estep 
Score: -1379429.375000 Penalty: 3060.825195
	Iteration 91Q: 3 clusters Score -1379429 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 10987 members 
Entering Unmasked Estep 
Score: -1379442.125000 Penalty: 3060.825195
	Iteration 92Q: 3 clusters Score -1379442 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 10993 members 
Entering Unmasked Estep 
Score: -1379443.000000 Penalty: 3060.825195
	Iteration 93Q: 3 clusters Score -1379443 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 10993 members 
Entering Unmasked Estep 
Score: -1379445.250000 Penalty: 3060.825195
	Iteration 94Q: 3 clusters Score -1379445 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 11000 members 
Entering Unmasked Estep 
Score: -1379445.625000 Penalty: 3060.825195
	Iteration 95Q: 3 clusters Score -1379446 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 11004 members 
Entering Unmasked Estep 
Score: -1379443.250000 Penalty: 3060.825195
	Iteration 96Q: 3 clusters Score -1379443 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 11015 members 
Entering Unmasked Estep 
Score: -1379449.125000 Penalty: 3060.825195
	Iteration 97Q: 3 clusters Score -1379449 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 11023 members 
Entering Unmasked Estep 
Score: -1379449.375000 Penalty: 3060.825195
	Iteration 98Q: 3 clusters Score -1379449 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 11029 members 
Entering Unmasked Estep 
Score: -1379453.500000 Penalty: 3060.825195
	Iteration 99Q: 3 clusters Score -1379454 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 11040 members 
Entering Unmasked Estep 
Score: -1379455.250000 Penalty: 3060.825195
	Iteration 100F: 3 clusters Score -1379455 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 11053 members 
Entering Unmasked Estep 
Score: -1379462.875000 Penalty: 3060.825195
	Iteration 101Q: 3 clusters Score -1379463 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 11063 members 
Entering Unmasked Estep 
Score: -1379467.750000 Penalty: 3060.825195
	Iteration 102Q: 3 clusters Score -1379468 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 11066 members 
Entering Unmasked Estep 
Score: -1379469.250000 Penalty: 3060.825195
	Iteration 103Q: 3 clusters Score -1379469 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 11069 members 
Entering Unmasked Estep 
Score: -1379470.250000 Penalty: 3060.825195
	Iteration 104Q: 3 clusters Score -1379470 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 11076 members 
Entering Unmasked Estep 
Score: -1379473.875000 Penalty: 3060.825195
	Iteration 105Q: 3 clusters Score -1379474 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 11086 members 
Entering Unmasked Estep 
Score: -1379478.750000 Penalty: 3060.825195
	Iteration 106Q: 3 clusters Score -1379479 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 11090 members 
Entering Unmasked Estep 
Score: -1379479.250000 Penalty: 3060.825195
	Iteration 107Q: 3 clusters Score -1379479 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 11092 members 
Entering Unmasked Estep 
Score: -1379482.625000 Penalty: 3060.825195
	Iteration 108Q: 3 clusters Score -1379483 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 11094 members 
Entering Unmasked Estep 
Score: -1379480.000000 Penalty: 3060.825195
	Iteration 109Q: 3 clusters Score -1379480 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 11096 members 
Entering Unmasked Estep 
Score: -1379480.500000 Penalty: 3060.825195
	Iteration 110Q: 3 clusters Score -1379480 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 11096 members 
Entering Unmasked Estep 
Score: -1379482.375000 Penalty: 3060.825195
	Iteration 111Q: 3 clusters Score -1379482 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 11097 members 
Entering Unmasked Estep 
Score: -1379482.125000 Penalty: 3060.825195
	Iteration 112Q: 3 clusters Score -1379482 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 11098 members 
Entering Unmasked Estep 
Score: -1379481.500000 Penalty: 3060.825195
	Iteration 113Q: 3 clusters Score -1379482 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 11100 members 
Entering Unmasked Estep 
Score: -1379482.000000 Penalty: 3060.825195
	Iteration 114Q: 3 clusters Score -1379482 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 11101 members 
Entering Unmasked Estep 
Score: -1379482.625000 Penalty: 3060.825195
	Iteration 115Q: 3 clusters Score -1379483 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 11102 members 
Entering Unmasked Estep 
Score: -1379483.375000 Penalty: 3060.825195
	Iteration 116Q: 3 clusters Score -1379483 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 11103 members 
Entering Unmasked Estep 
Score: -1379482.375000 Penalty: 3060.825195
	Iteration 117Q: 3 clusters Score -1379482 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 11106 members 
Entering Unmasked Estep 
Score: -1379483.875000 Penalty: 3060.825195
	Iteration 118Q: 3 clusters Score -1379484 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 11108 members 
Entering Unmasked Estep 
Score: -1379482.625000 Penalty: 3060.825195
	Iteration 119Q: 3 clusters Score -1379483 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 11110 members 
Entering Unmasked Estep 
Score: -1379482.625000 Penalty: 3060.825195
	Iteration 120F: 3 clusters Score -1379483 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 11111 members 
Entering Unmasked Estep 
Score: -1379482.875000 Penalty: 3060.825195
	Iteration 121Q: 3 clusters Score -1379483 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 11111 members 
Entering Unmasked Estep 
Score: -1379482.875000 Penalty: 3060.825195
	Iteration 122F: 3 clusters Score -1379483 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (6104 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6104 members 
Entering Unmasked Estep 
Score: -770600.062500 Penalty: 1416.463745
	Iteration 0F: 2 clusters Score -770600.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -765877.375000 Penalty: 2832.927490
	Iteration 0F: 3 clusters Score -765877.4 nChanged 2501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -767240.812500 Penalty: 2832.927490
	Iteration 1F: 3 clusters Score -767240.8 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -767427.812500 Penalty: 2832.927490
	Iteration 2F: 3 clusters Score -767427.8 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -767599.312500 Penalty: 2832.927490
	Iteration 3Q: 3 clusters Score -767599.3 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -767788.437500 Penalty: 2832.927490
	Iteration 4F: 3 clusters Score -767788.4 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -768022.187500 Penalty: 2832.927490
	Iteration 5F: 3 clusters Score -768022.2 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -768289.437500 Penalty: 2832.927490
	Iteration 6F: 3 clusters Score -768289.4 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -768623.375000 Penalty: 2832.927490
	Iteration 7F: 3 clusters Score -768623.4 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -768926.750000 Penalty: 2832.927490
	Iteration 8F: 3 clusters Score -768926.8 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -769168.937500 Penalty: 2832.927490
	Iteration 9Q: 3 clusters Score -769168.9 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -769338.187500 Penalty: 2832.927490
	Iteration 10Q: 3 clusters Score -769338.2 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -769462.625000 Penalty: 2832.927490
	Iteration 11Q: 3 clusters Score -769462.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -769538.125000 Penalty: 2832.927490
	Iteration 12Q: 3 clusters Score -769538.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -769593.000000 Penalty: 2832.927490
	Iteration 13Q: 3 clusters Score -769593 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -769651.687500 Penalty: 2832.927490
	Iteration 14Q: 3 clusters Score -769651.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5124 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -769686.687500 Penalty: 2832.927490
	Iteration 15Q: 3 clusters Score -769686.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -769720.625000 Penalty: 2832.927490
	Iteration 16Q: 3 clusters Score -769720.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -769751.062500 Penalty: 2832.927490
	Iteration 17Q: 3 clusters Score -769751.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5170 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -769779.312500 Penalty: 2832.927490
	Iteration 18Q: 3 clusters Score -769779.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -769815.375000 Penalty: 2832.927490
	Iteration 19Q: 3 clusters Score -769815.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -769845.187500 Penalty: 2832.927490
	Iteration 20F: 3 clusters Score -769845.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -769870.312500 Penalty: 2832.927490
	Iteration 21Q: 3 clusters Score -769870.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -769886.062500 Penalty: 2832.927490
	Iteration 22Q: 3 clusters Score -769886.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -769908.937500 Penalty: 2832.927490
	Iteration 23Q: 3 clusters Score -769908.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -769921.125000 Penalty: 2832.927490
	Iteration 24Q: 3 clusters Score -769921.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -769930.437500 Penalty: 2832.927490
	Iteration 25Q: 3 clusters Score -769930.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -769942.437500 Penalty: 2832.927490
	Iteration 26Q: 3 clusters Score -769942.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5152 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -769955.062500 Penalty: 2832.927490
	Iteration 27Q: 3 clusters Score -769955.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5137 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -769966.937500 Penalty: 2832.927490
	Iteration 28Q: 3 clusters Score -769966.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -769975.875000 Penalty: 2832.927490
	Iteration 29Q: 3 clusters Score -769975.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -769983.687500 Penalty: 2832.927490
	Iteration 30Q: 3 clusters Score -769983.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -769991.750000 Penalty: 2832.927490
	Iteration 31Q: 3 clusters Score -769991.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -770000.312500 Penalty: 2832.927490
	Iteration 32Q: 3 clusters Score -770000.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -770009.375000 Penalty: 2832.927490
	Iteration 33Q: 3 clusters Score -770009.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -770027.000000 Penalty: 2832.927490
	Iteration 34Q: 3 clusters Score -770027 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -770044.000000 Penalty: 2832.927490
	Iteration 35Q: 3 clusters Score -770044 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -770066.687500 Penalty: 2832.927490
	Iteration 36Q: 3 clusters Score -770066.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -770094.687500 Penalty: 2832.927490
	Iteration 37Q: 3 clusters Score -770094.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -770125.125000 Penalty: 2832.927490
	Iteration 38Q: 3 clusters Score -770125.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -770156.875000 Penalty: 2832.927490
	Iteration 39Q: 3 clusters Score -770156.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -770214.000000 Penalty: 2832.927490
	Iteration 40F: 3 clusters Score -770214 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -770283.937500 Penalty: 2832.927490
	Iteration 41Q: 3 clusters Score -770283.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -770373.562500 Penalty: 2832.927490
	Iteration 42Q: 3 clusters Score -770373.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -770473.812500 Penalty: 2832.927490
	Iteration 43Q: 3 clusters Score -770473.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -770577.312500 Penalty: 2832.927490
	Iteration 44Q: 3 clusters Score -770577.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -770634.312500 Penalty: 2832.927490
	Iteration 45Q: 3 clusters Score -770634.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -770661.937500 Penalty: 2832.927490
	Iteration 46Q: 3 clusters Score -770661.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -770678.125000 Penalty: 2832.927490
	Iteration 47Q: 3 clusters Score -770678.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -770688.562500 Penalty: 2832.927490
	Iteration 48Q: 3 clusters Score -770688.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -770690.000000 Penalty: 2832.927490
	Iteration 49Q: 3 clusters Score -770690 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -770694.875000 Penalty: 2832.927490
	Iteration 50Q: 3 clusters Score -770694.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -770696.375000 Penalty: 2832.927490
	Iteration 51Q: 3 clusters Score -770696.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -770697.812500 Penalty: 2832.927490
	Iteration 52Q: 3 clusters Score -770697.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -770699.000000 Penalty: 2832.927490
	Iteration 53Q: 3 clusters Score -770699 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -770699.500000 Penalty: 2832.927490
	Iteration 54Q: 3 clusters Score -770699.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -770699.125000 Penalty: 2832.927490
	Iteration 55Q: 3 clusters Score -770699.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -770699.125000 Penalty: 2832.927490
	Iteration 56F: 3 clusters Score -770699.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 8916 members 
Mstep: Class 3 contains 100440 members 
Mstep: Class 4 contains 10465 members 
Mstep: Class 5 contains 2248 members 
Mstep: Class 6 contains 24588 members 
Mstep: Class 7 contains 13974 members 
Mstep: Class 8 contains 8114 members 
Mstep: Class 9 contains 18210 members 
Mstep: Class 10 contains 9487 members 
Mstep: Class 11 contains 9027 members 
Mstep: Class 12 contains 3231 members 
Mstep: Class 13 contains 17957 members 
Mstep: Class 14 contains 38376 members 
Mstep: Class 15 contains 39372 members 
Mstep: Class 16 contains 3743 members 
Mstep: Class 17 contains 5823 members 
Mstep: Class 18 contains 47444 members 
Mstep: Class 19 contains 3485 members 
Mstep: Class 20 contains 3187 members 
Mstep: Class 21 contains 1108 members 
Mstep: Class 22 contains 3316 members 
Mstep: Class 23 contains 43895 members 
Mstep: Class 24 contains 13014 members 
Mstep: Class 25 contains 12667 members 
Mstep: Class 26 contains 2892 members 
Mstep: Class 27 contains 10292 members 
Mstep: Class 28 contains 2334 members 
Mstep: Class 29 contains 25528 members 
Mstep: Class 30 contains 35837 members 
Mstep: Class 31 contains 4577 members 
Mstep: Class 32 contains 23748 members 
Mstep: Class 33 contains 12307 members 
Mstep: Class 34 contains 4071 members 
Mstep: Class 35 contains 4672 members 
Mstep: Class 36 contains 2379 members 
Mstep: Class 37 contains 17832 members 
Mstep: Class 38 contains 8799 members 
Mstep: Class 39 contains 4992 members 
Mstep: Class 40 contains 14622 members 
Mstep: Class 41 contains 10860 members 
Mstep: Class 42 contains 13472 members 
Mstep: Class 43 contains 144560 members 
Mstep: Class 44 contains 29292 members 
Mstep: Class 45 contains 2938 members 
Mstep: Class 46 contains 2033 members 
Entering Unmasked Estep 
Score: -100313832.000000 Penalty: 101793.265625
Splitting cluster 34 changes total score from -100314552.000000 to -100313832.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 35 (4672 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Entering Unmasked Estep 
Score: -607348.812500 Penalty: 1373.018188
	Iteration 0F: 2 clusters Score -607348.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -603570.250000 Penalty: 2746.036377
	Iteration 0F: 3 clusters Score -603570.2 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -604630.000000 Penalty: 2746.036377
	Iteration 1F: 3 clusters Score -604630 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -604813.937500 Penalty: 2746.036377
	Iteration 2F: 3 clusters Score -604813.9 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -604964.812500 Penalty: 2746.036377
	Iteration 3F: 3 clusters Score -604964.8 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -605086.687500 Penalty: 2746.036377
	Iteration 4Q: 3 clusters Score -605086.7 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -605208.875000 Penalty: 2746.036377
	Iteration 5Q: 3 clusters Score -605208.9 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -605341.312500 Penalty: 2746.036377
	Iteration 6Q: 3 clusters Score -605341.3 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -605487.875000 Penalty: 2746.036377
	Iteration 7Q: 3 clusters Score -605487.9 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -605609.750000 Penalty: 2746.036377
	Iteration 8Q: 3 clusters Score -605609.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -605722.000000 Penalty: 2746.036377
	Iteration 9Q: 3 clusters Score -605722 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -605833.687500 Penalty: 2746.036377
	Iteration 10Q: 3 clusters Score -605833.7 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -605914.625000 Penalty: 2746.036377
	Iteration 11Q: 3 clusters Score -605914.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -605993.000000 Penalty: 2746.036377
	Iteration 12Q: 3 clusters Score -605993 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -606045.375000 Penalty: 2746.036377
	Iteration 13Q: 3 clusters Score -606045.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -606085.000000 Penalty: 2746.036377
	Iteration 14Q: 3 clusters Score -606085 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -606107.562500 Penalty: 2746.036377
	Iteration 15Q: 3 clusters Score -606107.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -606121.250000 Penalty: 2746.036377
	Iteration 16Q: 3 clusters Score -606121.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -606129.062500 Penalty: 2746.036377
	Iteration 17Q: 3 clusters Score -606129.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -606133.250000 Penalty: 2746.036377
	Iteration 18Q: 3 clusters Score -606133.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -606140.000000 Penalty: 2746.036377
	Iteration 19Q: 3 clusters Score -606140 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -606149.875000 Penalty: 2746.036377
	Iteration 20F: 3 clusters Score -606149.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -606157.062500 Penalty: 2746.036377
	Iteration 21Q: 3 clusters Score -606157.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -606166.375000 Penalty: 2746.036377
	Iteration 22Q: 3 clusters Score -606166.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -606173.750000 Penalty: 2746.036377
	Iteration 23Q: 3 clusters Score -606173.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -606175.375000 Penalty: 2746.036377
	Iteration 24Q: 3 clusters Score -606175.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -606177.312500 Penalty: 2746.036377
	Iteration 25Q: 3 clusters Score -606177.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -606179.375000 Penalty: 2746.036377
	Iteration 26Q: 3 clusters Score -606179.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -606180.937500 Penalty: 2746.036377
	Iteration 27Q: 3 clusters Score -606180.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -606181.062500 Penalty: 2746.036377
	Iteration 28Q: 3 clusters Score -606181.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -606181.062500 Penalty: 2746.036377
	Iteration 29F: 3 clusters Score -606181.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (2379 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Entering Unmasked Estep 
Score: -274257.187500 Penalty: 1263.345825
	Iteration 0F: 2 clusters Score -274257.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -271958.031250 Penalty: 2526.691650
	Iteration 0F: 3 clusters Score -271958 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -272784.062500 Penalty: 2526.691650
	Iteration 1F: 3 clusters Score -272784.1 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -273299.781250 Penalty: 2526.691650
	Iteration 2F: 3 clusters Score -273299.8 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -273756.343750 Penalty: 2526.691650
	Iteration 3F: 3 clusters Score -273756.3 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -274174.968750 Penalty: 2526.691650
	Iteration 4F: 3 clusters Score -274175 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -274459.937500 Penalty: 2526.691650
	Iteration 5F: 3 clusters Score -274459.9 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -274589.500000 Penalty: 2526.691650
	Iteration 6F: 3 clusters Score -274589.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -274671.000000 Penalty: 2526.691650
	Iteration 7Q: 3 clusters Score -274671 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -274729.187500 Penalty: 2526.691650
	Iteration 8Q: 3 clusters Score -274729.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -274760.468750 Penalty: 2526.691650
	Iteration 9Q: 3 clusters Score -274760.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -274779.906250 Penalty: 2526.691650
	Iteration 10Q: 3 clusters Score -274779.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -274793.062500 Penalty: 2526.691650
	Iteration 11Q: 3 clusters Score -274793.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -274797.843750 Penalty: 2526.691650
	Iteration 12Q: 3 clusters Score -274797.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -274800.093750 Penalty: 2526.691650
	Iteration 13Q: 3 clusters Score -274800.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -274801.437500 Penalty: 2526.691650
	Iteration 14Q: 3 clusters Score -274801.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -274801.781250 Penalty: 2526.691650
	Iteration 15Q: 3 clusters Score -274801.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -274802.343750 Penalty: 2526.691650
	Iteration 16Q: 3 clusters Score -274802.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -274802.468750 Penalty: 2526.691650
	Iteration 17Q: 3 clusters Score -274802.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -274802.468750 Penalty: 2526.691650
	Iteration 18F: 3 clusters Score -274802.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 8916 members 
Mstep: Class 3 contains 100440 members 
Mstep: Class 4 contains 10465 members 
Mstep: Class 5 contains 2248 members 
Mstep: Class 6 contains 24588 members 
Mstep: Class 7 contains 13974 members 
Mstep: Class 8 contains 8114 members 
Mstep: Class 9 contains 18210 members 
Mstep: Class 10 contains 9487 members 
Mstep: Class 11 contains 9027 members 
Mstep: Class 12 contains 3231 members 
Mstep: Class 13 contains 17957 members 
Mstep: Class 14 contains 38376 members 
Mstep: Class 15 contains 39372 members 
Mstep: Class 16 contains 3743 members 
Mstep: Class 17 contains 5823 members 
Mstep: Class 18 contains 47444 members 
Mstep: Class 19 contains 3485 members 
Mstep: Class 20 contains 3187 members 
Mstep: Class 21 contains 1108 members 
Mstep: Class 22 contains 3316 members 
Mstep: Class 23 contains 43895 members 
Mstep: Class 24 contains 13014 members 
Mstep: Class 25 contains 12667 members 
Mstep: Class 26 contains 2892 members 
Mstep: Class 27 contains 10292 members 
Mstep: Class 28 contains 2334 members 
Mstep: Class 29 contains 25528 members 
Mstep: Class 30 contains 35837 members 
Mstep: Class 31 contains 4577 members 
Mstep: Class 32 contains 23748 members 
Mstep: Class 33 contains 12307 members 
Mstep: Class 34 contains 6104 members 
Mstep: Class 35 contains 4672 members 
Mstep: Class 36 contains 1572 members 
Mstep: Class 37 contains 17832 members 
Mstep: Class 38 contains 8799 members 
Mstep: Class 39 contains 4992 members 
Mstep: Class 40 contains 14622 members 
Mstep: Class 41 contains 10860 members 
Mstep: Class 42 contains 13472 members 
Mstep: Class 43 contains 144560 members 
Mstep: Class 44 contains 29292 members 
Mstep: Class 45 contains 2938 members 
Mstep: Class 46 contains 807 members 
Entering Unmasked Estep 
Score: -100314192.000000 Penalty: 101793.265625
Splitting cluster 36 changes total score from -100314552.000000 to -100314192.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 37 (17832 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17832 members 
Entering Unmasked Estep 
Score: -2265749.250000 Penalty: 1590.671875
	Iteration 0F: 2 clusters Score -2265749 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8978 members 
Mstep: Class 2 contains 8854 members 
Entering Unmasked Estep 
Score: -2253459.500000 Penalty: 3181.343750
	Iteration 0F: 3 clusters Score -2253460 nChanged 8066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9484 members 
Mstep: Class 2 contains 8348 members 
Entering Unmasked Estep 
Score: -2258048.250000 Penalty: 3181.343750
	Iteration 1F: 3 clusters Score -2258048 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9838 members 
Mstep: Class 2 contains 7994 members 
Entering Unmasked Estep 
Score: -2258503.000000 Penalty: 3181.343750
	Iteration 2F: 3 clusters Score -2258503 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10286 members 
Mstep: Class 2 contains 7546 members 
Entering Unmasked Estep 
Score: -2258954.250000 Penalty: 3181.343750
	Iteration 3F: 3 clusters Score -2258954 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10825 members 
Mstep: Class 2 contains 7007 members 
Entering Unmasked Estep 
Score: -2259420.000000 Penalty: 3181.343750
	Iteration 4F: 3 clusters Score -2259420 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11450 members 
Mstep: Class 2 contains 6382 members 
Entering Unmasked Estep 
Score: -2259983.500000 Penalty: 3181.343750
	Iteration 5F: 3 clusters Score -2259984 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12146 members 
Mstep: Class 2 contains 5686 members 
Entering Unmasked Estep 
Score: -2260590.750000 Penalty: 3181.343750
	Iteration 6F: 3 clusters Score -2260591 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12863 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -2261269.500000 Penalty: 3181.343750
	Iteration 7F: 3 clusters Score -2261270 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13490 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -2261909.500000 Penalty: 3181.343750
	Iteration 8Q: 3 clusters Score -2261910 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13962 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -2262437.000000 Penalty: 3181.343750
	Iteration 9Q: 3 clusters Score -2262437 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14304 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -2262859.750000 Penalty: 3181.343750
	Iteration 10Q: 3 clusters Score -2262860 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14559 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -2263138.500000 Penalty: 3181.343750
	Iteration 11Q: 3 clusters Score -2263138 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14782 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -2263313.500000 Penalty: 3181.343750
	Iteration 12Q: 3 clusters Score -2263314 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14964 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -2263407.250000 Penalty: 3181.343750
	Iteration 13Q: 3 clusters Score -2263407 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15125 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -2263509.750000 Penalty: 3181.343750
	Iteration 14Q: 3 clusters Score -2263510 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15269 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -2263573.000000 Penalty: 3181.343750
	Iteration 15Q: 3 clusters Score -2263573 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15416 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -2263626.750000 Penalty: 3181.343750
	Iteration 16Q: 3 clusters Score -2263627 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15539 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -2263693.000000 Penalty: 3181.343750
	Iteration 17Q: 3 clusters Score -2263693 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15656 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -2263731.750000 Penalty: 3181.343750
	Iteration 18Q: 3 clusters Score -2263732 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15761 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -2263771.750000 Penalty: 3181.343750
	Iteration 19Q: 3 clusters Score -2263772 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15870 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -2263820.250000 Penalty: 3181.343750
	Iteration 20F: 3 clusters Score -2263820 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15968 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -2263854.000000 Penalty: 3181.343750
	Iteration 21Q: 3 clusters Score -2263854 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16061 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -2263896.250000 Penalty: 3181.343750
	Iteration 22Q: 3 clusters Score -2263896 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16134 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -2263923.500000 Penalty: 3181.343750
	Iteration 23Q: 3 clusters Score -2263924 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16202 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -2263946.500000 Penalty: 3181.343750
	Iteration 24Q: 3 clusters Score -2263946 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16264 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -2263966.250000 Penalty: 3181.343750
	Iteration 25Q: 3 clusters Score -2263966 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16315 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -2263985.750000 Penalty: 3181.343750
	Iteration 26Q: 3 clusters Score -2263986 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16358 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -2264003.750000 Penalty: 3181.343750
	Iteration 27Q: 3 clusters Score -2264004 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16402 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -2264013.000000 Penalty: 3181.343750
	Iteration 28Q: 3 clusters Score -2264013 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16428 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -2264015.250000 Penalty: 3181.343750
	Iteration 29Q: 3 clusters Score -2264015 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16469 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -2264035.250000 Penalty: 3181.343750
	Iteration 30Q: 3 clusters Score -2264035 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16497 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -2264046.750000 Penalty: 3181.343750
	Iteration 31Q: 3 clusters Score -2264047 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16525 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -2264056.000000 Penalty: 3181.343750
	Iteration 32Q: 3 clusters Score -2264056 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16558 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -2264076.000000 Penalty: 3181.343750
	Iteration 33Q: 3 clusters Score -2264076 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16602 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -2264094.000000 Penalty: 3181.343750
	Iteration 34Q: 3 clusters Score -2264094 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16641 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -2264104.000000 Penalty: 3181.343750
	Iteration 35Q: 3 clusters Score -2264104 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16679 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -2264127.750000 Penalty: 3181.343750
	Iteration 36Q: 3 clusters Score -2264128 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16710 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -2264143.750000 Penalty: 3181.343750
	Iteration 37Q: 3 clusters Score -2264144 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16744 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -2264152.500000 Penalty: 3181.343750
	Iteration 38Q: 3 clusters Score -2264152 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16758 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -2264163.250000 Penalty: 3181.343750
	Iteration 39Q: 3 clusters Score -2264163 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16782 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -2264178.250000 Penalty: 3181.343750
	Iteration 40F: 3 clusters Score -2264178 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16807 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -2264196.500000 Penalty: 3181.343750
	Iteration 41Q: 3 clusters Score -2264196 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16824 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -2264201.000000 Penalty: 3181.343750
	Iteration 42Q: 3 clusters Score -2264201 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16838 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -2264203.750000 Penalty: 3181.343750
	Iteration 43Q: 3 clusters Score -2264204 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16846 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -2264209.250000 Penalty: 3181.343750
	Iteration 44Q: 3 clusters Score -2264209 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16858 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -2264214.750000 Penalty: 3181.343750
	Iteration 45Q: 3 clusters Score -2264215 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16876 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -2264219.750000 Penalty: 3181.343750
	Iteration 46Q: 3 clusters Score -2264220 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16886 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -2264222.000000 Penalty: 3181.343750
	Iteration 47Q: 3 clusters Score -2264222 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16904 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -2264232.250000 Penalty: 3181.343750
	Iteration 48Q: 3 clusters Score -2264232 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16920 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -2264239.500000 Penalty: 3181.343750
	Iteration 49Q: 3 clusters Score -2264240 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16939 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -2264244.750000 Penalty: 3181.343750
	Iteration 50Q: 3 clusters Score -2264245 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16949 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -2264251.250000 Penalty: 3181.343750
	Iteration 51Q: 3 clusters Score -2264251 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16960 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -2264255.500000 Penalty: 3181.343750
	Iteration 52Q: 3 clusters Score -2264256 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16971 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -2264262.500000 Penalty: 3181.343750
	Iteration 53Q: 3 clusters Score -2264262 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16979 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -2264267.750000 Penalty: 3181.343750
	Iteration 54Q: 3 clusters Score -2264268 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16987 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -2264267.500000 Penalty: 3181.343750
	Iteration 55Q: 3 clusters Score -2264268 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16992 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -2264271.000000 Penalty: 3181.343750
	Iteration 56Q: 3 clusters Score -2264271 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16999 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -2264273.250000 Penalty: 3181.343750
	Iteration 57Q: 3 clusters Score -2264273 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17007 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -2264278.500000 Penalty: 3181.343750
	Iteration 58Q: 3 clusters Score -2264278 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17015 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -2264281.750000 Penalty: 3181.343750
	Iteration 59Q: 3 clusters Score -2264282 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17020 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -2264280.750000 Penalty: 3181.343750
	Iteration 60F: 3 clusters Score -2264281 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17026 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -2264286.000000 Penalty: 3181.343750
	Iteration 61Q: 3 clusters Score -2264286 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17030 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -2264285.500000 Penalty: 3181.343750
	Iteration 62Q: 3 clusters Score -2264286 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17033 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -2264290.000000 Penalty: 3181.343750
	Iteration 63Q: 3 clusters Score -2264290 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17036 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -2264288.250000 Penalty: 3181.343750
	Iteration 64Q: 3 clusters Score -2264288 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17038 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -2264287.500000 Penalty: 3181.343750
	Iteration 65Q: 3 clusters Score -2264288 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17039 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -2264286.250000 Penalty: 3181.343750
	Iteration 66Q: 3 clusters Score -2264286 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17041 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -2264285.750000 Penalty: 3181.343750
	Iteration 67Q: 3 clusters Score -2264286 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17042 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -2264287.000000 Penalty: 3181.343750
	Iteration 68Q: 3 clusters Score -2264287 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17042 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -2264287.000000 Penalty: 3181.343750
	Iteration 69F: 3 clusters Score -2264287 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (8799 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8799 members 
Entering Unmasked Estep 
Score: -1120334.250000 Penalty: 1475.888916
	Iteration 0F: 2 clusters Score -1120334 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -1113930.500000 Penalty: 2951.777832
	Iteration 0F: 3 clusters Score -1113930 nChanged 3762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -1115997.625000 Penalty: 2951.777832
	Iteration 1F: 3 clusters Score -1115998 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -1116456.125000 Penalty: 2951.777832
	Iteration 2F: 3 clusters Score -1116456 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -1116843.750000 Penalty: 2951.777832
	Iteration 3F: 3 clusters Score -1116844 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -1117244.500000 Penalty: 2951.777832
	Iteration 4F: 3 clusters Score -1117244 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -1117599.625000 Penalty: 2951.777832
	Iteration 5F: 3 clusters Score -1117600 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -1117908.375000 Penalty: 2951.777832
	Iteration 6F: 3 clusters Score -1117908 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -1118234.750000 Penalty: 2951.777832
	Iteration 7F: 3 clusters Score -1118235 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -1118485.750000 Penalty: 2951.777832
	Iteration 8Q: 3 clusters Score -1118486 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -1118632.000000 Penalty: 2951.777832
	Iteration 9Q: 3 clusters Score -1118632 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -1118713.750000 Penalty: 2951.777832
	Iteration 10Q: 3 clusters Score -1118714 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -1118768.125000 Penalty: 2951.777832
	Iteration 11Q: 3 clusters Score -1118768 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -1118805.000000 Penalty: 2951.777832
	Iteration 12Q: 3 clusters Score -1118805 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -1118834.125000 Penalty: 2951.777832
	Iteration 13Q: 3 clusters Score -1118834 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -1118861.500000 Penalty: 2951.777832
	Iteration 14Q: 3 clusters Score -1118862 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -1118884.625000 Penalty: 2951.777832
	Iteration 15Q: 3 clusters Score -1118885 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -1118891.625000 Penalty: 2951.777832
	Iteration 16Q: 3 clusters Score -1118892 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -1118901.875000 Penalty: 2951.777832
	Iteration 17Q: 3 clusters Score -1118902 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -1118910.250000 Penalty: 2951.777832
	Iteration 18Q: 3 clusters Score -1118910 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -1118921.250000 Penalty: 2951.777832
	Iteration 19Q: 3 clusters Score -1118921 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -1118932.250000 Penalty: 2951.777832
	Iteration 20F: 3 clusters Score -1118932 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -1118940.125000 Penalty: 2951.777832
	Iteration 21Q: 3 clusters Score -1118940 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -1118943.500000 Penalty: 2951.777832
	Iteration 22Q: 3 clusters Score -1118944 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -1118950.500000 Penalty: 2951.777832
	Iteration 23Q: 3 clusters Score -1118950 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -1118955.125000 Penalty: 2951.777832
	Iteration 24Q: 3 clusters Score -1118955 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -1118961.875000 Penalty: 2951.777832
	Iteration 25Q: 3 clusters Score -1118962 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -1118967.750000 Penalty: 2951.777832
	Iteration 26Q: 3 clusters Score -1118968 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -1118972.625000 Penalty: 2951.777832
	Iteration 27Q: 3 clusters Score -1118973 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -1118976.000000 Penalty: 2951.777832
	Iteration 28Q: 3 clusters Score -1118976 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -1118978.500000 Penalty: 2951.777832
	Iteration 29Q: 3 clusters Score -1118978 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -1118986.750000 Penalty: 2951.777832
	Iteration 30Q: 3 clusters Score -1118987 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -1118991.875000 Penalty: 2951.777832
	Iteration 31Q: 3 clusters Score -1118992 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -1118999.250000 Penalty: 2951.777832
	Iteration 32Q: 3 clusters Score -1118999 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -1119006.375000 Penalty: 2951.777832
	Iteration 33Q: 3 clusters Score -1119006 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -1119016.125000 Penalty: 2951.777832
	Iteration 34Q: 3 clusters Score -1119016 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -1119023.875000 Penalty: 2951.777832
	Iteration 35Q: 3 clusters Score -1119024 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -1119034.250000 Penalty: 2951.777832
	Iteration 36Q: 3 clusters Score -1119034 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -1119046.625000 Penalty: 2951.777832
	Iteration 37Q: 3 clusters Score -1119047 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -1119053.000000 Penalty: 2951.777832
	Iteration 38Q: 3 clusters Score -1119053 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5196 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -1119060.000000 Penalty: 2951.777832
	Iteration 39Q: 3 clusters Score -1119060 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5227 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -1119065.875000 Penalty: 2951.777832
	Iteration 40F: 3 clusters Score -1119066 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5255 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -1119070.000000 Penalty: 2951.777832
	Iteration 41Q: 3 clusters Score -1119070 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5285 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -1119078.125000 Penalty: 2951.777832
	Iteration 42Q: 3 clusters Score -1119078 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -1119084.750000 Penalty: 2951.777832
	Iteration 43Q: 3 clusters Score -1119085 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -1119093.250000 Penalty: 2951.777832
	Iteration 44Q: 3 clusters Score -1119093 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5383 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -1119101.250000 Penalty: 2951.777832
	Iteration 45Q: 3 clusters Score -1119101 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -1119105.375000 Penalty: 2951.777832
	Iteration 46Q: 3 clusters Score -1119105 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -1119110.125000 Penalty: 2951.777832
	Iteration 47Q: 3 clusters Score -1119110 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -1119116.875000 Penalty: 2951.777832
	Iteration 48Q: 3 clusters Score -1119117 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5489 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -1119122.125000 Penalty: 2951.777832
	Iteration 49Q: 3 clusters Score -1119122 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5523 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -1119132.875000 Penalty: 2951.777832
	Iteration 50Q: 3 clusters Score -1119133 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5553 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -1119141.750000 Penalty: 2951.777832
	Iteration 51Q: 3 clusters Score -1119142 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5583 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -1119146.375000 Penalty: 2951.777832
	Iteration 52Q: 3 clusters Score -1119146 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -1119152.375000 Penalty: 2951.777832
	Iteration 53Q: 3 clusters Score -1119152 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5642 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -1119151.750000 Penalty: 2951.777832
	Iteration 54Q: 3 clusters Score -1119152 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5669 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -1119159.750000 Penalty: 2951.777832
	Iteration 55Q: 3 clusters Score -1119160 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5688 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -1119165.875000 Penalty: 2951.777832
	Iteration 56Q: 3 clusters Score -1119166 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5720 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -1119174.500000 Penalty: 2951.777832
	Iteration 57Q: 3 clusters Score -1119174 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5749 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -1119182.000000 Penalty: 2951.777832
	Iteration 58Q: 3 clusters Score -1119182 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5774 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -1119186.625000 Penalty: 2951.777832
	Iteration 59Q: 3 clusters Score -1119187 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5798 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -1119190.125000 Penalty: 2951.777832
	Iteration 60F: 3 clusters Score -1119190 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5823 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -1119194.125000 Penalty: 2951.777832
	Iteration 61Q: 3 clusters Score -1119194 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5856 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -1119201.375000 Penalty: 2951.777832
	Iteration 62Q: 3 clusters Score -1119201 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5882 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -1119208.750000 Penalty: 2951.777832
	Iteration 63Q: 3 clusters Score -1119209 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5900 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -1119211.875000 Penalty: 2951.777832
	Iteration 64Q: 3 clusters Score -1119212 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5914 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -1119212.375000 Penalty: 2951.777832
	Iteration 65Q: 3 clusters Score -1119212 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5931 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -1119216.875000 Penalty: 2951.777832
	Iteration 66Q: 3 clusters Score -1119217 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5949 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -1119222.750000 Penalty: 2951.777832
	Iteration 67Q: 3 clusters Score -1119223 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5972 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -1119227.875000 Penalty: 2951.777832
	Iteration 68Q: 3 clusters Score -1119228 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5999 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -1119234.875000 Penalty: 2951.777832
	Iteration 69Q: 3 clusters Score -1119235 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6020 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -1119235.625000 Penalty: 2951.777832
	Iteration 70Q: 3 clusters Score -1119236 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6041 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -1119241.250000 Penalty: 2951.777832
	Iteration 71Q: 3 clusters Score -1119241 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6059 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -1119242.625000 Penalty: 2951.777832
	Iteration 72Q: 3 clusters Score -1119243 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6079 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -1119245.875000 Penalty: 2951.777832
	Iteration 73Q: 3 clusters Score -1119246 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6092 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -1119244.625000 Penalty: 2951.777832
	Iteration 74Q: 3 clusters Score -1119245 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6105 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -1119248.375000 Penalty: 2951.777832
	Iteration 75Q: 3 clusters Score -1119248 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6116 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -1119251.125000 Penalty: 2951.777832
	Iteration 76Q: 3 clusters Score -1119251 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6131 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -1119256.750000 Penalty: 2951.777832
	Iteration 77Q: 3 clusters Score -1119257 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6152 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -1119263.125000 Penalty: 2951.777832
	Iteration 78Q: 3 clusters Score -1119263 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6182 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -1119267.250000 Penalty: 2951.777832
	Iteration 79Q: 3 clusters Score -1119267 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6205 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -1119273.125000 Penalty: 2951.777832
	Iteration 80F: 3 clusters Score -1119273 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6229 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -1119279.000000 Penalty: 2951.777832
	Iteration 81Q: 3 clusters Score -1119279 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6263 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -1119284.125000 Penalty: 2951.777832
	Iteration 82Q: 3 clusters Score -1119284 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6291 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -1119290.500000 Penalty: 2951.777832
	Iteration 83Q: 3 clusters Score -1119290 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6321 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -1119294.750000 Penalty: 2951.777832
	Iteration 84Q: 3 clusters Score -1119295 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6350 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -1119308.500000 Penalty: 2951.777832
	Iteration 85Q: 3 clusters Score -1119308 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6376 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -1119310.625000 Penalty: 2951.777832
	Iteration 86Q: 3 clusters Score -1119311 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6396 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -1119316.375000 Penalty: 2951.777832
	Iteration 87Q: 3 clusters Score -1119316 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6412 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -1119318.125000 Penalty: 2951.777832
	Iteration 88Q: 3 clusters Score -1119318 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6436 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -1119322.125000 Penalty: 2951.777832
	Iteration 89Q: 3 clusters Score -1119322 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6454 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -1119324.875000 Penalty: 2951.777832
	Iteration 90Q: 3 clusters Score -1119325 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6477 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -1119331.375000 Penalty: 2951.777832
	Iteration 91Q: 3 clusters Score -1119331 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6503 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -1119338.000000 Penalty: 2951.777832
	Iteration 92Q: 3 clusters Score -1119338 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6533 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -1119346.375000 Penalty: 2951.777832
	Iteration 93Q: 3 clusters Score -1119346 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6566 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -1119352.750000 Penalty: 2951.777832
	Iteration 94Q: 3 clusters Score -1119353 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6606 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -1119360.625000 Penalty: 2951.777832
	Iteration 95Q: 3 clusters Score -1119361 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6638 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -1119367.250000 Penalty: 2951.777832
	Iteration 96Q: 3 clusters Score -1119367 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6664 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -1119374.125000 Penalty: 2951.777832
	Iteration 97Q: 3 clusters Score -1119374 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6683 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -1119380.500000 Penalty: 2951.777832
	Iteration 98Q: 3 clusters Score -1119380 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6705 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -1119383.500000 Penalty: 2951.777832
	Iteration 99Q: 3 clusters Score -1119384 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6734 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -1119390.750000 Penalty: 2951.777832
	Iteration 100F: 3 clusters Score -1119391 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6768 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -1119402.500000 Penalty: 2951.777832
	Iteration 101Q: 3 clusters Score -1119402 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6795 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -1119406.375000 Penalty: 2951.777832
	Iteration 102Q: 3 clusters Score -1119406 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6813 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -1119407.500000 Penalty: 2951.777832
	Iteration 103Q: 3 clusters Score -1119408 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6824 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -1119409.625000 Penalty: 2951.777832
	Iteration 104Q: 3 clusters Score -1119410 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6829 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -1119410.625000 Penalty: 2951.777832
	Iteration 105Q: 3 clusters Score -1119411 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6831 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -1119412.250000 Penalty: 2951.777832
	Iteration 106Q: 3 clusters Score -1119412 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6834 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -1119411.875000 Penalty: 2951.777832
	Iteration 107Q: 3 clusters Score -1119412 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6835 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -1119411.875000 Penalty: 2951.777832
	Iteration 108Q: 3 clusters Score -1119412 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6839 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -1119411.625000 Penalty: 2951.777832
	Iteration 109Q: 3 clusters Score -1119412 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6843 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -1119414.250000 Penalty: 2951.777832
	Iteration 110Q: 3 clusters Score -1119414 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6847 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -1119415.125000 Penalty: 2951.777832
	Iteration 111Q: 3 clusters Score -1119415 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6854 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -1119417.000000 Penalty: 2951.777832
	Iteration 112Q: 3 clusters Score -1119417 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6861 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -1119417.625000 Penalty: 2951.777832
	Iteration 113Q: 3 clusters Score -1119418 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6865 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -1119418.750000 Penalty: 2951.777832
	Iteration 114Q: 3 clusters Score -1119419 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6870 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -1119419.250000 Penalty: 2951.777832
	Iteration 115Q: 3 clusters Score -1119419 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6875 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -1119418.875000 Penalty: 2951.777832
	Iteration 116Q: 3 clusters Score -1119419 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6877 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -1119419.625000 Penalty: 2951.777832
	Iteration 117Q: 3 clusters Score -1119420 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6879 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -1119421.125000 Penalty: 2951.777832
	Iteration 118Q: 3 clusters Score -1119421 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6884 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -1119421.125000 Penalty: 2951.777832
	Iteration 119Q: 3 clusters Score -1119421 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6891 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -1119425.125000 Penalty: 2951.777832
	Iteration 120F: 3 clusters Score -1119425 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6902 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -1119424.500000 Penalty: 2951.777832
	Iteration 121Q: 3 clusters Score -1119424 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6915 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -1119430.375000 Penalty: 2951.777832
	Iteration 122Q: 3 clusters Score -1119430 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6922 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -1119430.875000 Penalty: 2951.777832
	Iteration 123Q: 3 clusters Score -1119431 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6929 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -1119431.500000 Penalty: 2951.777832
	Iteration 124Q: 3 clusters Score -1119432 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6943 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -1119435.250000 Penalty: 2951.777832
	Iteration 125Q: 3 clusters Score -1119435 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6959 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -1119440.000000 Penalty: 2951.777832
	Iteration 126Q: 3 clusters Score -1119440 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6964 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -1119440.750000 Penalty: 2951.777832
	Iteration 127Q: 3 clusters Score -1119441 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6971 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -1119441.000000 Penalty: 2951.777832
	Iteration 128Q: 3 clusters Score -1119441 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6978 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -1119444.250000 Penalty: 2951.777832
	Iteration 129Q: 3 clusters Score -1119444 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6985 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -1119450.000000 Penalty: 2951.777832
	Iteration 130Q: 3 clusters Score -1119450 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6990 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -1119449.625000 Penalty: 2951.777832
	Iteration 131Q: 3 clusters Score -1119450 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6995 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -1119451.125000 Penalty: 2951.777832
	Iteration 132Q: 3 clusters Score -1119451 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6997 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -1119451.500000 Penalty: 2951.777832
	Iteration 133Q: 3 clusters Score -1119452 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7000 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -1119450.375000 Penalty: 2951.777832
	Iteration 134Q: 3 clusters Score -1119450 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7006 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -1119452.500000 Penalty: 2951.777832
	Iteration 135Q: 3 clusters Score -1119452 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7011 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -1119456.000000 Penalty: 2951.777832
	Iteration 136Q: 3 clusters Score -1119456 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7017 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -1119457.875000 Penalty: 2951.777832
	Iteration 137Q: 3 clusters Score -1119458 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7024 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -1119457.625000 Penalty: 2951.777832
	Iteration 138Q: 3 clusters Score -1119458 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7035 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -1119464.125000 Penalty: 2951.777832
	Iteration 139Q: 3 clusters Score -1119464 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7047 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -1119466.625000 Penalty: 2951.777832
	Iteration 140F: 3 clusters Score -1119467 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7056 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -1119469.250000 Penalty: 2951.777832
	Iteration 141Q: 3 clusters Score -1119469 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7066 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -1119470.875000 Penalty: 2951.777832
	Iteration 142Q: 3 clusters Score -1119471 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7074 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -1119474.500000 Penalty: 2951.777832
	Iteration 143Q: 3 clusters Score -1119474 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7083 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -1119476.500000 Penalty: 2951.777832
	Iteration 144Q: 3 clusters Score -1119476 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7088 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -1119475.875000 Penalty: 2951.777832
	Iteration 145Q: 3 clusters Score -1119476 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7092 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -1119477.375000 Penalty: 2951.777832
	Iteration 146Q: 3 clusters Score -1119477 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7102 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -1119481.750000 Penalty: 2951.777832
	Iteration 147Q: 3 clusters Score -1119482 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7111 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -1119484.500000 Penalty: 2951.777832
	Iteration 148Q: 3 clusters Score -1119484 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7119 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -1119488.875000 Penalty: 2951.777832
	Iteration 149Q: 3 clusters Score -1119489 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7129 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -1119490.375000 Penalty: 2951.777832
	Iteration 150Q: 3 clusters Score -1119490 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7133 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -1119492.375000 Penalty: 2951.777832
	Iteration 151Q: 3 clusters Score -1119492 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7137 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -1119491.250000 Penalty: 2951.777832
	Iteration 152Q: 3 clusters Score -1119491 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7140 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -1119491.625000 Penalty: 2951.777832
	Iteration 153Q: 3 clusters Score -1119492 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7139 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -1119491.125000 Penalty: 2951.777832
	Iteration 154Q: 3 clusters Score -1119491 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7139 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -1119491.125000 Penalty: 2951.777832
	Iteration 155F: 3 clusters Score -1119491 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (4992 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Entering Unmasked Estep 
Score: -623180.062500 Penalty: 1383.783691
	Iteration 0F: 2 clusters Score -623180.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -619189.062500 Penalty: 2767.567383
	Iteration 0F: 3 clusters Score -619189.1 nChanged 2051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -620291.000000 Penalty: 2767.567383
	Iteration 1F: 3 clusters Score -620291 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -620451.750000 Penalty: 2767.567383
	Iteration 2F: 3 clusters Score -620451.8 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -620590.500000 Penalty: 2767.567383
	Iteration 3F: 3 clusters Score -620590.5 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -620728.375000 Penalty: 2767.567383
	Iteration 4F: 3 clusters Score -620728.4 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -620865.937500 Penalty: 2767.567383
	Iteration 5Q: 3 clusters Score -620865.9 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -621023.812500 Penalty: 2767.567383
	Iteration 6Q: 3 clusters Score -621023.8 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -621183.125000 Penalty: 2767.567383
	Iteration 7Q: 3 clusters Score -621183.1 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -621344.437500 Penalty: 2767.567383
	Iteration 8Q: 3 clusters Score -621344.4 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -621468.687500 Penalty: 2767.567383
	Iteration 9Q: 3 clusters Score -621468.7 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -621545.250000 Penalty: 2767.567383
	Iteration 10Q: 3 clusters Score -621545.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -621603.875000 Penalty: 2767.567383
	Iteration 11Q: 3 clusters Score -621603.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -621642.062500 Penalty: 2767.567383
	Iteration 12Q: 3 clusters Score -621642.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -621671.437500 Penalty: 2767.567383
	Iteration 13Q: 3 clusters Score -621671.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -621702.562500 Penalty: 2767.567383
	Iteration 14Q: 3 clusters Score -621702.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -621734.625000 Penalty: 2767.567383
	Iteration 15Q: 3 clusters Score -621734.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -621757.125000 Penalty: 2767.567383
	Iteration 16Q: 3 clusters Score -621757.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -621783.687500 Penalty: 2767.567383
	Iteration 17Q: 3 clusters Score -621783.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -621801.312500 Penalty: 2767.567383
	Iteration 18Q: 3 clusters Score -621801.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -621821.750000 Penalty: 2767.567383
	Iteration 19Q: 3 clusters Score -621821.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -621845.062500 Penalty: 2767.567383
	Iteration 20F: 3 clusters Score -621845.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -621859.625000 Penalty: 2767.567383
	Iteration 21Q: 3 clusters Score -621859.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -621873.562500 Penalty: 2767.567383
	Iteration 22Q: 3 clusters Score -621873.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -621882.437500 Penalty: 2767.567383
	Iteration 23Q: 3 clusters Score -621882.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -621889.875000 Penalty: 2767.567383
	Iteration 24Q: 3 clusters Score -621889.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -621893.812500 Penalty: 2767.567383
	Iteration 25Q: 3 clusters Score -621893.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -621897.312500 Penalty: 2767.567383
	Iteration 26Q: 3 clusters Score -621897.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -621898.937500 Penalty: 2767.567383
	Iteration 27Q: 3 clusters Score -621898.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -621900.000000 Penalty: 2767.567383
	Iteration 28Q: 3 clusters Score -621900 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -621900.000000 Penalty: 2767.567383
	Iteration 29Q: 3 clusters Score -621900 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -621900.062500 Penalty: 2767.567383
	Iteration 30Q: 3 clusters Score -621900.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -621901.375000 Penalty: 2767.567383
	Iteration 31Q: 3 clusters Score -621901.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -621901.375000 Penalty: 2767.567383
	Iteration 32F: 3 clusters Score -621901.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (14622 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14622 members 
Entering Unmasked Estep 
Score: -1873880.000000 Penalty: 1558.420898
	Iteration 0F: 2 clusters Score -1873880 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7215 members 
Mstep: Class 2 contains 7407 members 
Entering Unmasked Estep 
Score: -1863777.000000 Penalty: 3116.841797
	Iteration 0F: 3 clusters Score -1863777 nChanged 6433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6832 members 
Mstep: Class 2 contains 7790 members 
Entering Unmasked Estep 
Score: -1867267.625000 Penalty: 3116.841797
	Iteration 1F: 3 clusters Score -1867268 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6685 members 
Mstep: Class 2 contains 7937 members 
Entering Unmasked Estep 
Score: -1867572.625000 Penalty: 3116.841797
	Iteration 2F: 3 clusters Score -1867573 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6485 members 
Mstep: Class 2 contains 8137 members 
Entering Unmasked Estep 
Score: -1867843.875000 Penalty: 3116.841797
	Iteration 3Q: 3 clusters Score -1867844 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6208 members 
Mstep: Class 2 contains 8414 members 
Entering Unmasked Estep 
Score: -1868130.125000 Penalty: 3116.841797
	Iteration 4Q: 3 clusters Score -1868130 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5860 members 
Mstep: Class 2 contains 8762 members 
Entering Unmasked Estep 
Score: -1868425.125000 Penalty: 3116.841797
	Iteration 5Q: 3 clusters Score -1868425 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5466 members 
Mstep: Class 2 contains 9156 members 
Entering Unmasked Estep 
Score: -1868686.875000 Penalty: 3116.841797
	Iteration 6Q: 3 clusters Score -1868687 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 9615 members 
Entering Unmasked Estep 
Score: -1868982.500000 Penalty: 3116.841797
	Iteration 7Q: 3 clusters Score -1868982 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 10157 members 
Entering Unmasked Estep 
Score: -1869327.875000 Penalty: 3116.841797
	Iteration 8Q: 3 clusters Score -1869328 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 10787 members 
Entering Unmasked Estep 
Score: -1869765.375000 Penalty: 3116.841797
	Iteration 9Q: 3 clusters Score -1869765 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 11434 members 
Entering Unmasked Estep 
Score: -1870221.500000 Penalty: 3116.841797
	Iteration 10Q: 3 clusters Score -1870222 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 12119 members 
Entering Unmasked Estep 
Score: -1870739.125000 Penalty: 3116.841797
	Iteration 11Q: 3 clusters Score -1870739 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 12708 members 
Entering Unmasked Estep 
Score: -1871196.625000 Penalty: 3116.841797
	Iteration 12Q: 3 clusters Score -1871197 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 13186 members 
Entering Unmasked Estep 
Score: -1871549.625000 Penalty: 3116.841797
	Iteration 13Q: 3 clusters Score -1871550 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 13549 members 
Entering Unmasked Estep 
Score: -1871825.750000 Penalty: 3116.841797
	Iteration 14Q: 3 clusters Score -1871826 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 13815 members 
Entering Unmasked Estep 
Score: -1872040.875000 Penalty: 3116.841797
	Iteration 15Q: 3 clusters Score -1872041 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 13992 members 
Entering Unmasked Estep 
Score: -1872194.125000 Penalty: 3116.841797
	Iteration 16Q: 3 clusters Score -1872194 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 14117 members 
Entering Unmasked Estep 
Score: -1872304.250000 Penalty: 3116.841797
	Iteration 17Q: 3 clusters Score -1872304 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 14203 members 
Entering Unmasked Estep 
Score: -1872378.125000 Penalty: 3116.841797
	Iteration 18Q: 3 clusters Score -1872378 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 14252 members 
Entering Unmasked Estep 
Score: -1872425.875000 Penalty: 3116.841797
	Iteration 19Q: 3 clusters Score -1872426 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 14289 members 
Entering Unmasked Estep 
Score: -1872458.000000 Penalty: 3116.841797
	Iteration 20F: 3 clusters Score -1872458 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 14311 members 
Entering Unmasked Estep 
Score: -1872484.375000 Penalty: 3116.841797
	Iteration 21Q: 3 clusters Score -1872484 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 14327 members 
Entering Unmasked Estep 
Score: -1872502.250000 Penalty: 3116.841797
	Iteration 22Q: 3 clusters Score -1872502 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 14336 members 
Entering Unmasked Estep 
Score: -1872520.375000 Penalty: 3116.841797
	Iteration 23Q: 3 clusters Score -1872520 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 14347 members 
Entering Unmasked Estep 
Score: -1872529.250000 Penalty: 3116.841797
	Iteration 24Q: 3 clusters Score -1872529 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 14353 members 
Entering Unmasked Estep 
Score: -1872533.875000 Penalty: 3116.841797
	Iteration 25Q: 3 clusters Score -1872534 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 14355 members 
Entering Unmasked Estep 
Score: -1872536.500000 Penalty: 3116.841797
	Iteration 26Q: 3 clusters Score -1872536 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 14358 members 
Entering Unmasked Estep 
Score: -1872541.250000 Penalty: 3116.841797
	Iteration 27Q: 3 clusters Score -1872541 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 14361 members 
Entering Unmasked Estep 
Score: -1872543.125000 Penalty: 3116.841797
	Iteration 28Q: 3 clusters Score -1872543 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 14363 members 
Entering Unmasked Estep 
Score: -1872546.500000 Penalty: 3116.841797
	Iteration 29Q: 3 clusters Score -1872546 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 14368 members 
Entering Unmasked Estep 
Score: -1872554.625000 Penalty: 3116.841797
	Iteration 30Q: 3 clusters Score -1872555 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 14369 members 
Entering Unmasked Estep 
Score: -1872560.375000 Penalty: 3116.841797
	Iteration 31Q: 3 clusters Score -1872560 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 14375 members 
Entering Unmasked Estep 
Score: -1872566.250000 Penalty: 3116.841797
	Iteration 32Q: 3 clusters Score -1872566 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 14377 members 
Entering Unmasked Estep 
Score: -1872571.875000 Penalty: 3116.841797
	Iteration 33Q: 3 clusters Score -1872572 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 14380 members 
Entering Unmasked Estep 
Score: -1872573.125000 Penalty: 3116.841797
	Iteration 34Q: 3 clusters Score -1872573 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 14383 members 
Entering Unmasked Estep 
Score: -1872577.500000 Penalty: 3116.841797
	Iteration 35Q: 3 clusters Score -1872578 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 14385 members 
Entering Unmasked Estep 
Score: -1872580.750000 Penalty: 3116.841797
	Iteration 36Q: 3 clusters Score -1872581 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 14387 members 
Entering Unmasked Estep 
Score: -1872579.750000 Penalty: 3116.841797
	Iteration 37Q: 3 clusters Score -1872580 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 14388 members 
Entering Unmasked Estep 
Score: -1872579.625000 Penalty: 3116.841797
	Iteration 38Q: 3 clusters Score -1872580 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 14388 members 
Entering Unmasked Estep 
Score: -1872579.625000 Penalty: 3116.841797
	Iteration 39F: 3 clusters Score -1872580 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (10860 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10860 members 
Entering Unmasked Estep 
Score: -1369644.500000 Penalty: 1510.086792
	Iteration 0F: 2 clusters Score -1369644 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 5456 members 
Entering Unmasked Estep 
Score: -1362031.625000 Penalty: 3020.173584
	Iteration 0F: 3 clusters Score -1362032 nChanged 4674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 5468 members 
Entering Unmasked Estep 
Score: -1365300.750000 Penalty: 3020.173584
	Iteration 1F: 3 clusters Score -1365301 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5606 members 
Mstep: Class 2 contains 5254 members 
Entering Unmasked Estep 
Score: -1366341.125000 Penalty: 3020.173584
	Iteration 2F: 3 clusters Score -1366341 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5872 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
Score: -1367170.875000 Penalty: 3020.173584
	Iteration 3F: 3 clusters Score -1367171 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6109 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -1367703.250000 Penalty: 3020.173584
	Iteration 4F: 3 clusters Score -1367703 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6326 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -1368049.125000 Penalty: 3020.173584
	Iteration 5F: 3 clusters Score -1368049 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6553 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -1368306.625000 Penalty: 3020.173584
	Iteration 6Q: 3 clusters Score -1368307 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6741 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -1368463.125000 Penalty: 3020.173584
	Iteration 7Q: 3 clusters Score -1368463 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6952 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -1368606.250000 Penalty: 3020.173584
	Iteration 8Q: 3 clusters Score -1368606 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7148 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -1368717.750000 Penalty: 3020.173584
	Iteration 9Q: 3 clusters Score -1368718 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7352 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -1368822.000000 Penalty: 3020.173584
	Iteration 10Q: 3 clusters Score -1368822 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7589 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -1368927.625000 Penalty: 3020.173584
	Iteration 11Q: 3 clusters Score -1368928 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7815 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -1369036.750000 Penalty: 3020.173584
	Iteration 12Q: 3 clusters Score -1369037 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8045 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -1369142.250000 Penalty: 3020.173584
	Iteration 13Q: 3 clusters Score -1369142 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8266 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -1369259.750000 Penalty: 3020.173584
	Iteration 14Q: 3 clusters Score -1369260 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8516 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -1369383.750000 Penalty: 3020.173584
	Iteration 15Q: 3 clusters Score -1369384 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8742 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -1369499.375000 Penalty: 3020.173584
	Iteration 16Q: 3 clusters Score -1369499 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8939 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -1369589.000000 Penalty: 3020.173584
	Iteration 17Q: 3 clusters Score -1369589 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9093 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -1369660.625000 Penalty: 3020.173584
	Iteration 18Q: 3 clusters Score -1369661 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9235 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -1369726.875000 Penalty: 3020.173584
	Iteration 19Q: 3 clusters Score -1369727 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9354 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -1369788.750000 Penalty: 3020.173584
	Iteration 20F: 3 clusters Score -1369789 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9455 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -1369853.375000 Penalty: 3020.173584
	Iteration 21Q: 3 clusters Score -1369853 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9549 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -1369909.000000 Penalty: 3020.173584
	Iteration 22Q: 3 clusters Score -1369909 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9631 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -1369948.750000 Penalty: 3020.173584
	Iteration 23Q: 3 clusters Score -1369949 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9706 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -1369997.625000 Penalty: 3020.173584
	Iteration 24Q: 3 clusters Score -1369998 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9774 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -1370036.500000 Penalty: 3020.173584
	Iteration 25Q: 3 clusters Score -1370036 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9832 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -1370069.000000 Penalty: 3020.173584
	Iteration 26Q: 3 clusters Score -1370069 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9884 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -1370093.750000 Penalty: 3020.173584
	Iteration 27Q: 3 clusters Score -1370094 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9924 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -1370108.375000 Penalty: 3020.173584
	Iteration 28Q: 3 clusters Score -1370108 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9948 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -1370120.750000 Penalty: 3020.173584
	Iteration 29Q: 3 clusters Score -1370121 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9968 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -1370123.625000 Penalty: 3020.173584
	Iteration 30Q: 3 clusters Score -1370124 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9982 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -1370126.375000 Penalty: 3020.173584
	Iteration 31Q: 3 clusters Score -1370126 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9992 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -1370131.625000 Penalty: 3020.173584
	Iteration 32Q: 3 clusters Score -1370132 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10001 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -1370137.125000 Penalty: 3020.173584
	Iteration 33Q: 3 clusters Score -1370137 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10007 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -1370138.500000 Penalty: 3020.173584
	Iteration 34Q: 3 clusters Score -1370138 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10013 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -1370138.500000 Penalty: 3020.173584
	Iteration 35Q: 3 clusters Score -1370138 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10017 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -1370140.625000 Penalty: 3020.173584
	Iteration 36Q: 3 clusters Score -1370141 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10017 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -1370141.625000 Penalty: 3020.173584
	Iteration 37Q: 3 clusters Score -1370142 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10019 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -1370143.250000 Penalty: 3020.173584
	Iteration 38Q: 3 clusters Score -1370143 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10020 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -1370141.875000 Penalty: 3020.173584
	Iteration 39Q: 3 clusters Score -1370142 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10020 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -1370141.875000 Penalty: 3020.173584
	Iteration 40F: 3 clusters Score -1370142 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 8916 members 
Mstep: Class 3 contains 100440 members 
Mstep: Class 4 contains 10465 members 
Mstep: Class 5 contains 2248 members 
Mstep: Class 6 contains 24588 members 
Mstep: Class 7 contains 13974 members 
Mstep: Class 8 contains 8114 members 
Mstep: Class 9 contains 18210 members 
Mstep: Class 10 contains 9487 members 
Mstep: Class 11 contains 9027 members 
Mstep: Class 12 contains 3231 members 
Mstep: Class 13 contains 17957 members 
Mstep: Class 14 contains 38376 members 
Mstep: Class 15 contains 39372 members 
Mstep: Class 16 contains 3743 members 
Mstep: Class 17 contains 5823 members 
Mstep: Class 18 contains 47444 members 
Mstep: Class 19 contains 3485 members 
Mstep: Class 20 contains 3187 members 
Mstep: Class 21 contains 1108 members 
Mstep: Class 22 contains 3316 members 
Mstep: Class 23 contains 43895 members 
Mstep: Class 24 contains 13014 members 
Mstep: Class 25 contains 12667 members 
Mstep: Class 26 contains 2892 members 
Mstep: Class 27 contains 10292 members 
Mstep: Class 28 contains 2334 members 
Mstep: Class 29 contains 25528 members 
Mstep: Class 30 contains 35837 members 
Mstep: Class 31 contains 4577 members 
Mstep: Class 32 contains 23748 members 
Mstep: Class 33 contains 12307 members 
Mstep: Class 34 contains 6104 members 
Mstep: Class 35 contains 4672 members 
Mstep: Class 36 contains 2379 members 
Mstep: Class 37 contains 17832 members 
Mstep: Class 38 contains 8799 members 
Mstep: Class 39 contains 4992 members 
Mstep: Class 40 contains 14622 members 
Mstep: Class 41 contains 10020 members 
Mstep: Class 42 contains 13472 members 
Mstep: Class 43 contains 144560 members 
Mstep: Class 44 contains 29292 members 
Mstep: Class 45 contains 2938 members 
Mstep: Class 46 contains 840 members 
Entering Unmasked Estep 
Score: -100314248.000000 Penalty: 101793.265625
Splitting cluster 41 changes total score from -100314552.000000 to -100314248.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 42 (13472 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13472 members 
Entering Unmasked Estep 
Score: -1722075.125000 Penalty: 1545.109863
	Iteration 0F: 2 clusters Score -1722075 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6783 members 
Mstep: Class 2 contains 6689 members 
Entering Unmasked Estep 
Score: -1712632.750000 Penalty: 3090.219727
	Iteration 0F: 3 clusters Score -1712633 nChanged 5982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6853 members 
Mstep: Class 2 contains 6619 members 
Entering Unmasked Estep 
Score: -1715809.875000 Penalty: 3090.219727
	Iteration 1F: 3 clusters Score -1715810 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6905 members 
Mstep: Class 2 contains 6567 members 
Entering Unmasked Estep 
Score: -1716058.375000 Penalty: 3090.219727
	Iteration 2F: 3 clusters Score -1716058 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6937 members 
Mstep: Class 2 contains 6535 members 
Entering Unmasked Estep 
Score: -1716299.875000 Penalty: 3090.219727
	Iteration 3Q: 3 clusters Score -1716300 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6972 members 
Mstep: Class 2 contains 6500 members 
Entering Unmasked Estep 
Score: -1716555.000000 Penalty: 3090.219727
	Iteration 4Q: 3 clusters Score -1716555 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6996 members 
Mstep: Class 2 contains 6476 members 
Entering Unmasked Estep 
Score: -1716818.500000 Penalty: 3090.219727
	Iteration 5Q: 3 clusters Score -1716818 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7026 members 
Mstep: Class 2 contains 6446 members 
Entering Unmasked Estep 
Score: -1717086.250000 Penalty: 3090.219727
	Iteration 6Q: 3 clusters Score -1717086 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7041 members 
Mstep: Class 2 contains 6431 members 
Entering Unmasked Estep 
Score: -1717395.000000 Penalty: 3090.219727
	Iteration 7Q: 3 clusters Score -1717395 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7082 members 
Mstep: Class 2 contains 6390 members 
Entering Unmasked Estep 
Score: -1717677.375000 Penalty: 3090.219727
	Iteration 8Q: 3 clusters Score -1717677 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7154 members 
Mstep: Class 2 contains 6318 members 
Entering Unmasked Estep 
Score: -1717959.000000 Penalty: 3090.219727
	Iteration 9Q: 3 clusters Score -1717959 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7216 members 
Mstep: Class 2 contains 6256 members 
Entering Unmasked Estep 
Score: -1718227.500000 Penalty: 3090.219727
	Iteration 10Q: 3 clusters Score -1718228 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7262 members 
Mstep: Class 2 contains 6210 members 
Entering Unmasked Estep 
Score: -1718494.500000 Penalty: 3090.219727
	Iteration 11Q: 3 clusters Score -1718494 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7317 members 
Mstep: Class 2 contains 6155 members 
Entering Unmasked Estep 
Score: -1718737.000000 Penalty: 3090.219727
	Iteration 12Q: 3 clusters Score -1718737 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7374 members 
Mstep: Class 2 contains 6098 members 
Entering Unmasked Estep 
Score: -1718923.125000 Penalty: 3090.219727
	Iteration 13Q: 3 clusters Score -1718923 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7406 members 
Mstep: Class 2 contains 6066 members 
Entering Unmasked Estep 
Score: -1719037.375000 Penalty: 3090.219727
	Iteration 14Q: 3 clusters Score -1719037 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7425 members 
Mstep: Class 2 contains 6047 members 
Entering Unmasked Estep 
Score: -1719117.250000 Penalty: 3090.219727
	Iteration 15Q: 3 clusters Score -1719117 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7429 members 
Mstep: Class 2 contains 6043 members 
Entering Unmasked Estep 
Score: -1719170.250000 Penalty: 3090.219727
	Iteration 16Q: 3 clusters Score -1719170 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7443 members 
Mstep: Class 2 contains 6029 members 
Entering Unmasked Estep 
Score: -1719202.875000 Penalty: 3090.219727
	Iteration 17Q: 3 clusters Score -1719203 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7440 members 
Mstep: Class 2 contains 6032 members 
Entering Unmasked Estep 
Score: -1719228.250000 Penalty: 3090.219727
	Iteration 18Q: 3 clusters Score -1719228 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7455 members 
Mstep: Class 2 contains 6017 members 
Entering Unmasked Estep 
Score: -1719242.625000 Penalty: 3090.219727
	Iteration 19Q: 3 clusters Score -1719243 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7471 members 
Mstep: Class 2 contains 6001 members 
Entering Unmasked Estep 
Score: -1719250.250000 Penalty: 3090.219727
	Iteration 20F: 3 clusters Score -1719250 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7498 members 
Mstep: Class 2 contains 5974 members 
Entering Unmasked Estep 
Score: -1719258.250000 Penalty: 3090.219727
	Iteration 21Q: 3 clusters Score -1719258 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7514 members 
Mstep: Class 2 contains 5958 members 
Entering Unmasked Estep 
Score: -1719265.625000 Penalty: 3090.219727
	Iteration 22Q: 3 clusters Score -1719266 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7527 members 
Mstep: Class 2 contains 5945 members 
Entering Unmasked Estep 
Score: -1719279.125000 Penalty: 3090.219727
	Iteration 23Q: 3 clusters Score -1719279 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7540 members 
Mstep: Class 2 contains 5932 members 
Entering Unmasked Estep 
Score: -1719291.500000 Penalty: 3090.219727
	Iteration 24Q: 3 clusters Score -1719292 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7558 members 
Mstep: Class 2 contains 5914 members 
Entering Unmasked Estep 
Score: -1719289.500000 Penalty: 3090.219727
	Iteration 25Q: 3 clusters Score -1719290 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7568 members 
Mstep: Class 2 contains 5904 members 
Entering Unmasked Estep 
Score: -1719300.875000 Penalty: 3090.219727
	Iteration 26Q: 3 clusters Score -1719301 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7581 members 
Mstep: Class 2 contains 5891 members 
Entering Unmasked Estep 
Score: -1719310.000000 Penalty: 3090.219727
	Iteration 27Q: 3 clusters Score -1719310 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7606 members 
Mstep: Class 2 contains 5866 members 
Entering Unmasked Estep 
Score: -1719319.750000 Penalty: 3090.219727
	Iteration 28Q: 3 clusters Score -1719320 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7624 members 
Mstep: Class 2 contains 5848 members 
Entering Unmasked Estep 
Score: -1719330.250000 Penalty: 3090.219727
	Iteration 29Q: 3 clusters Score -1719330 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7650 members 
Mstep: Class 2 contains 5822 members 
Entering Unmasked Estep 
Score: -1719334.625000 Penalty: 3090.219727
	Iteration 30Q: 3 clusters Score -1719335 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7655 members 
Mstep: Class 2 contains 5817 members 
Entering Unmasked Estep 
Score: -1719337.875000 Penalty: 3090.219727
	Iteration 31Q: 3 clusters Score -1719338 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7668 members 
Mstep: Class 2 contains 5804 members 
Entering Unmasked Estep 
Score: -1719342.000000 Penalty: 3090.219727
	Iteration 32Q: 3 clusters Score -1719342 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7685 members 
Mstep: Class 2 contains 5787 members 
Entering Unmasked Estep 
Score: -1719350.000000 Penalty: 3090.219727
	Iteration 33Q: 3 clusters Score -1719350 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7700 members 
Mstep: Class 2 contains 5772 members 
Entering Unmasked Estep 
Score: -1719355.125000 Penalty: 3090.219727
	Iteration 34Q: 3 clusters Score -1719355 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7714 members 
Mstep: Class 2 contains 5758 members 
Entering Unmasked Estep 
Score: -1719361.250000 Penalty: 3090.219727
	Iteration 35Q: 3 clusters Score -1719361 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7728 members 
Mstep: Class 2 contains 5744 members 
Entering Unmasked Estep 
Score: -1719365.250000 Penalty: 3090.219727
	Iteration 36Q: 3 clusters Score -1719365 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7748 members 
Mstep: Class 2 contains 5724 members 
Entering Unmasked Estep 
Score: -1719371.875000 Penalty: 3090.219727
	Iteration 37Q: 3 clusters Score -1719372 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7770 members 
Mstep: Class 2 contains 5702 members 
Entering Unmasked Estep 
Score: -1719370.250000 Penalty: 3090.219727
	Iteration 38Q: 3 clusters Score -1719370 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7796 members 
Mstep: Class 2 contains 5676 members 
Entering Unmasked Estep 
Score: -1719373.125000 Penalty: 3090.219727
	Iteration 39Q: 3 clusters Score -1719373 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7814 members 
Mstep: Class 2 contains 5658 members 
Entering Unmasked Estep 
Score: -1719378.625000 Penalty: 3090.219727
	Iteration 40F: 3 clusters Score -1719379 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7831 members 
Mstep: Class 2 contains 5641 members 
Entering Unmasked Estep 
Score: -1719379.500000 Penalty: 3090.219727
	Iteration 41Q: 3 clusters Score -1719380 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7859 members 
Mstep: Class 2 contains 5613 members 
Entering Unmasked Estep 
Score: -1719388.875000 Penalty: 3090.219727
	Iteration 42Q: 3 clusters Score -1719389 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7880 members 
Mstep: Class 2 contains 5592 members 
Entering Unmasked Estep 
Score: -1719398.625000 Penalty: 3090.219727
	Iteration 43Q: 3 clusters Score -1719399 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7900 members 
Mstep: Class 2 contains 5572 members 
Entering Unmasked Estep 
Score: -1719400.875000 Penalty: 3090.219727
	Iteration 44Q: 3 clusters Score -1719401 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7915 members 
Mstep: Class 2 contains 5557 members 
Entering Unmasked Estep 
Score: -1719400.750000 Penalty: 3090.219727
	Iteration 45Q: 3 clusters Score -1719401 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7934 members 
Mstep: Class 2 contains 5538 members 
Entering Unmasked Estep 
Score: -1719410.000000 Penalty: 3090.219727
	Iteration 46Q: 3 clusters Score -1719410 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7961 members 
Mstep: Class 2 contains 5511 members 
Entering Unmasked Estep 
Score: -1719417.125000 Penalty: 3090.219727
	Iteration 47Q: 3 clusters Score -1719417 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7988 members 
Mstep: Class 2 contains 5484 members 
Entering Unmasked Estep 
Score: -1719423.875000 Penalty: 3090.219727
	Iteration 48Q: 3 clusters Score -1719424 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8018 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -1719428.875000 Penalty: 3090.219727
	Iteration 49Q: 3 clusters Score -1719429 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8040 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
Score: -1719431.500000 Penalty: 3090.219727
	Iteration 50Q: 3 clusters Score -1719432 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8078 members 
Mstep: Class 2 contains 5394 members 
Entering Unmasked Estep 
Score: -1719444.500000 Penalty: 3090.219727
	Iteration 51Q: 3 clusters Score -1719444 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8125 members 
Mstep: Class 2 contains 5347 members 
Entering Unmasked Estep 
Score: -1719453.875000 Penalty: 3090.219727
	Iteration 52Q: 3 clusters Score -1719454 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8173 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -1719464.250000 Penalty: 3090.219727
	Iteration 53Q: 3 clusters Score -1719464 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8227 members 
Mstep: Class 2 contains 5245 members 
Entering Unmasked Estep 
Score: -1719483.000000 Penalty: 3090.219727
	Iteration 54Q: 3 clusters Score -1719483 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8277 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -1719497.375000 Penalty: 3090.219727
	Iteration 55Q: 3 clusters Score -1719497 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8338 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -1719511.375000 Penalty: 3090.219727
	Iteration 56Q: 3 clusters Score -1719511 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8402 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -1719525.625000 Penalty: 3090.219727
	Iteration 57Q: 3 clusters Score -1719526 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8460 members 
Mstep: Class 2 contains 5012 members 
Entering Unmasked Estep 
Score: -1719546.500000 Penalty: 3090.219727
	Iteration 58Q: 3 clusters Score -1719546 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8533 members 
Mstep: Class 2 contains 4939 members 
Entering Unmasked Estep 
Score: -1719574.875000 Penalty: 3090.219727
	Iteration 59Q: 3 clusters Score -1719575 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8604 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -1719592.000000 Penalty: 3090.219727
	Iteration 60F: 3 clusters Score -1719592 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8672 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -1719627.750000 Penalty: 3090.219727
	Iteration 61Q: 3 clusters Score -1719628 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8736 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -1719664.250000 Penalty: 3090.219727
	Iteration 62Q: 3 clusters Score -1719664 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8796 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -1719697.500000 Penalty: 3090.219727
	Iteration 63Q: 3 clusters Score -1719698 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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	Iteration 140F: 3 clusters Score -1720510 nChanged 8
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	Iteration 142Q: 3 clusters Score -1720513 nChanged 6
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	Iteration 143Q: 3 clusters Score -1720514 nChanged 6
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	Iteration 146Q: 3 clusters Score -1720517 nChanged 7
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	Iteration 147Q: 3 clusters Score -1720521 nChanged 8
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	Iteration 148Q: 3 clusters Score -1720518 nChanged 7
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	Iteration 149Q: 3 clusters Score -1720520 nChanged 8
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	Iteration 153Q: 3 clusters Score -1720528 nChanged 12
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	Iteration 154Q: 3 clusters Score -1720534 nChanged 7
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	Iteration 155Q: 3 clusters Score -1720534 nChanged 13
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	Iteration 156Q: 3 clusters Score -1720539 nChanged 12
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11915 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -1720541.375000 Penalty: 3090.219727
	Iteration 157Q: 3 clusters Score -1720541 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11932 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -1720545.000000 Penalty: 3090.219727
	Iteration 158Q: 3 clusters Score -1720545 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11948 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -1720549.000000 Penalty: 3090.219727
	Iteration 159Q: 3 clusters Score -1720549 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11963 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -1720548.625000 Penalty: 3090.219727
	Iteration 160F: 3 clusters Score -1720549 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11977 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -1720555.875000 Penalty: 3090.219727
	Iteration 161Q: 3 clusters Score -1720556 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11999 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -1720560.750000 Penalty: 3090.219727
	Iteration 162Q: 3 clusters Score -1720561 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12019 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -1720569.250000 Penalty: 3090.219727
	Iteration 163Q: 3 clusters Score -1720569 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12042 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -1720578.875000 Penalty: 3090.219727
	Iteration 164Q: 3 clusters Score -1720579 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12064 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -1720590.125000 Penalty: 3090.219727
	Iteration 165Q: 3 clusters Score -1720590 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12080 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -1720594.875000 Penalty: 3090.219727
	Iteration 166Q: 3 clusters Score -1720595 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12099 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -1720592.875000 Penalty: 3090.219727
	Iteration 167Q: 3 clusters Score -1720593 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12115 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -1720601.500000 Penalty: 3090.219727
	Iteration 168Q: 3 clusters Score -1720602 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12126 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -1720602.125000 Penalty: 3090.219727
	Iteration 169Q: 3 clusters Score -1720602 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12133 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -1720601.500000 Penalty: 3090.219727
	Iteration 170Q: 3 clusters Score -1720602 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12141 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -1720606.125000 Penalty: 3090.219727
	Iteration 171Q: 3 clusters Score -1720606 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12145 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -1720611.375000 Penalty: 3090.219727
	Iteration 172Q: 3 clusters Score -1720611 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12148 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -1720612.000000 Penalty: 3090.219727
	Iteration 173Q: 3 clusters Score -1720612 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12149 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -1720610.875000 Penalty: 3090.219727
	Iteration 174Q: 3 clusters Score -1720611 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12152 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -1720611.375000 Penalty: 3090.219727
	Iteration 175Q: 3 clusters Score -1720611 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12155 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -1720614.125000 Penalty: 3090.219727
	Iteration 176Q: 3 clusters Score -1720614 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12160 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -1720614.875000 Penalty: 3090.219727
	Iteration 177Q: 3 clusters Score -1720615 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12162 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -1720616.000000 Penalty: 3090.219727
	Iteration 178Q: 3 clusters Score -1720616 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12164 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -1720616.750000 Penalty: 3090.219727
	Iteration 179Q: 3 clusters Score -1720617 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12166 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -1720616.750000 Penalty: 3090.219727
	Iteration 180F: 3 clusters Score -1720617 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12170 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -1720613.750000 Penalty: 3090.219727
	Iteration 181Q: 3 clusters Score -1720614 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12174 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -1720616.625000 Penalty: 3090.219727
	Iteration 182Q: 3 clusters Score -1720617 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12178 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -1720616.125000 Penalty: 3090.219727
	Iteration 183Q: 3 clusters Score -1720616 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12183 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -1720617.250000 Penalty: 3090.219727
	Iteration 184Q: 3 clusters Score -1720617 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12185 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -1720618.000000 Penalty: 3090.219727
	Iteration 185Q: 3 clusters Score -1720618 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12188 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -1720617.375000 Penalty: 3090.219727
	Iteration 186Q: 3 clusters Score -1720617 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12192 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -1720618.750000 Penalty: 3090.219727
	Iteration 187Q: 3 clusters Score -1720619 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12197 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -1720620.500000 Penalty: 3090.219727
	Iteration 188Q: 3 clusters Score -1720620 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12206 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -1720625.750000 Penalty: 3090.219727
	Iteration 189Q: 3 clusters Score -1720626 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12214 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -1720627.250000 Penalty: 3090.219727
	Iteration 190Q: 3 clusters Score -1720627 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12225 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -1720630.500000 Penalty: 3090.219727
	Iteration 191Q: 3 clusters Score -1720630 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12236 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -1720629.000000 Penalty: 3090.219727
	Iteration 192Q: 3 clusters Score -1720629 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12244 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -1720633.625000 Penalty: 3090.219727
	Iteration 193Q: 3 clusters Score -1720634 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12252 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -1720635.250000 Penalty: 3090.219727
	Iteration 194Q: 3 clusters Score -1720635 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12258 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -1720633.375000 Penalty: 3090.219727
	Iteration 195Q: 3 clusters Score -1720633 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12265 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -1720635.750000 Penalty: 3090.219727
	Iteration 196Q: 3 clusters Score -1720636 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12273 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -1720636.250000 Penalty: 3090.219727
	Iteration 197Q: 3 clusters Score -1720636 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12277 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -1720640.000000 Penalty: 3090.219727
	Iteration 198Q: 3 clusters Score -1720640 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12280 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -1720640.500000 Penalty: 3090.219727
	Iteration 199Q: 3 clusters Score -1720640 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12282 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -1720641.625000 Penalty: 3090.219727
	Iteration 200F: 3 clusters Score -1720642 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12284 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -1720639.125000 Penalty: 3090.219727
	Iteration 201Q: 3 clusters Score -1720639 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12286 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -1720641.750000 Penalty: 3090.219727
	Iteration 202Q: 3 clusters Score -1720642 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12286 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -1720641.500000 Penalty: 3090.219727
	Iteration 203Q: 3 clusters Score -1720642 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12289 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -1720642.500000 Penalty: 3090.219727
	Iteration 204Q: 3 clusters Score -1720642 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12292 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -1720641.625000 Penalty: 3090.219727
	Iteration 205Q: 3 clusters Score -1720642 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12295 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -1720642.500000 Penalty: 3090.219727
	Iteration 206Q: 3 clusters Score -1720642 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12296 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -1720641.750000 Penalty: 3090.219727
	Iteration 207Q: 3 clusters Score -1720642 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12296 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -1720641.750000 Penalty: 3090.219727
	Iteration 208F: 3 clusters Score -1720642 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (144560 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144560 members 
Entering Unmasked Estep 
Score: -18592236.000000 Penalty: 1930.735596
	Iteration 0F: 2 clusters Score -1.859224e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72131 members 
Mstep: Class 2 contains 72429 members 
Entering Unmasked Estep 
Score: -18511360.000000 Penalty: 3861.471191
	Iteration 0F: 3 clusters Score -1.851136e+07 nChanged 69723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70296 members 
Mstep: Class 2 contains 74264 members 
Entering Unmasked Estep 
Score: -18551694.000000 Penalty: 3861.471191
	Iteration 1F: 3 clusters Score -1.855169e+07 nChanged 4149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69121 members 
Mstep: Class 2 contains 75439 members 
Entering Unmasked Estep 
Score: -18552566.000000 Penalty: 3861.471191
	Iteration 2Q: 3 clusters Score -1.855257e+07 nChanged 4304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67331 members 
Mstep: Class 2 contains 77229 members 
Entering Unmasked Estep 
Score: -18553536.000000 Penalty: 3861.471191
	Iteration 3Q: 3 clusters Score -1.855354e+07 nChanged 4743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64670 members 
Mstep: Class 2 contains 79890 members 
Entering Unmasked Estep 
Score: -18554876.000000 Penalty: 3861.471191
	Iteration 4Q: 3 clusters Score -1.855488e+07 nChanged 5623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60707 members 
Mstep: Class 2 contains 83853 members 
Entering Unmasked Estep 
Score: -18557026.000000 Penalty: 3861.471191
	Iteration 5Q: 3 clusters Score -1.855703e+07 nChanged 6920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55313 members 
Mstep: Class 2 contains 89247 members 
Entering Unmasked Estep 
Score: -18560358.000000 Penalty: 3861.471191
	Iteration 6Q: 3 clusters Score -1.856036e+07 nChanged 8249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48460 members 
Mstep: Class 2 contains 96100 members 
Entering Unmasked Estep 
Score: -18565280.000000 Penalty: 3861.471191
	Iteration 7F: 3 clusters Score -1.856528e+07 nChanged 9242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40494 members 
Mstep: Class 2 contains 104066 members 
Entering Unmasked Estep 
Score: -18571520.000000 Penalty: 3861.471191
	Iteration 8F: 3 clusters Score -1.857152e+07 nChanged 8921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32657 members 
Mstep: Class 2 contains 111903 members 
Entering Unmasked Estep 
Score: -18578074.000000 Penalty: 3861.471191
	Iteration 9F: 3 clusters Score -1.857807e+07 nChanged 7796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25767 members 
Mstep: Class 2 contains 118793 members 
Entering Unmasked Estep 
Score: -18583354.000000 Penalty: 3861.471191
	Iteration 10F: 3 clusters Score -1.858335e+07 nChanged 6247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20162 members 
Mstep: Class 2 contains 124398 members 
Entering Unmasked Estep 
Score: -18586800.000000 Penalty: 3861.471191
	Iteration 11Q: 3 clusters Score -1.85868e+07 nChanged 4848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15612 members 
Mstep: Class 2 contains 128948 members 
Entering Unmasked Estep 
Score: -18588560.000000 Penalty: 3861.471191
	Iteration 12Q: 3 clusters Score -1.858856e+07 nChanged 3699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12087 members 
Mstep: Class 2 contains 132473 members 
Entering Unmasked Estep 
Score: -18589774.000000 Penalty: 3861.471191
	Iteration 13Q: 3 clusters Score -1.858977e+07 nChanged 2937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9226 members 
Mstep: Class 2 contains 135334 members 
Entering Unmasked Estep 
Score: -18590570.000000 Penalty: 3861.471191
	Iteration 14Q: 3 clusters Score -1.859057e+07 nChanged 2288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6994 members 
Mstep: Class 2 contains 137566 members 
Entering Unmasked Estep 
Score: -18591076.000000 Penalty: 3861.471191
	Iteration 15Q: 3 clusters Score -1.859108e+07 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5379 members 
Mstep: Class 2 contains 139181 members 
Entering Unmasked Estep 
Score: -18591390.000000 Penalty: 3861.471191
	Iteration 16Q: 3 clusters Score -1.859139e+07 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 140298 members 
Entering Unmasked Estep 
Score: -18591446.000000 Penalty: 3861.471191
	Iteration 17Q: 3 clusters Score -1.859145e+07 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 141096 members 
Entering Unmasked Estep 
Score: -18591398.000000 Penalty: 3861.471191
	Iteration 18Q: 3 clusters Score -1.85914e+07 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 141647 members 
Entering Unmasked Estep 
Score: -18591386.000000 Penalty: 3861.471191
	Iteration 19Q: 3 clusters Score -1.859139e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 142005 members 
Entering Unmasked Estep 
Score: -18591440.000000 Penalty: 3861.471191
	Iteration 20F: 3 clusters Score -1.859144e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 142264 members 
Entering Unmasked Estep 
Score: -18591416.000000 Penalty: 3861.471191
	Iteration 21Q: 3 clusters Score -1.859142e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 142470 members 
Entering Unmasked Estep 
Score: -18591436.000000 Penalty: 3861.471191
	Iteration 22Q: 3 clusters Score -1.859144e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 142612 members 
Entering Unmasked Estep 
Score: -18591472.000000 Penalty: 3861.471191
	Iteration 23Q: 3 clusters Score -1.859147e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 142710 members 
Entering Unmasked Estep 
Score: -18591492.000000 Penalty: 3861.471191
	Iteration 24Q: 3 clusters Score -1.859149e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 142782 members 
Entering Unmasked Estep 
Score: -18591524.000000 Penalty: 3861.471191
	Iteration 25Q: 3 clusters Score -1.859152e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 142834 members 
Entering Unmasked Estep 
Score: -18591558.000000 Penalty: 3861.471191
	Iteration 26Q: 3 clusters Score -1.859156e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 142880 members 
Entering Unmasked Estep 
Score: -18591542.000000 Penalty: 3861.471191
	Iteration 27Q: 3 clusters Score -1.859154e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 142916 members 
Entering Unmasked Estep 
Score: -18591550.000000 Penalty: 3861.471191
	Iteration 28Q: 3 clusters Score -1.859155e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 142953 members 
Entering Unmasked Estep 
Score: -18591560.000000 Penalty: 3861.471191
	Iteration 29Q: 3 clusters Score -1.859156e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 142979 members 
Entering Unmasked Estep 
Score: -18591564.000000 Penalty: 3861.471191
	Iteration 30Q: 3 clusters Score -1.859156e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 143017 members 
Entering Unmasked Estep 
Score: -18591566.000000 Penalty: 3861.471191
	Iteration 31Q: 3 clusters Score -1.859157e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 143047 members 
Entering Unmasked Estep 
Score: -18591568.000000 Penalty: 3861.471191
	Iteration 32Q: 3 clusters Score -1.859157e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 143079 members 
Entering Unmasked Estep 
Score: -18591564.000000 Penalty: 3861.471191
	Iteration 33Q: 3 clusters Score -1.859156e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 143111 members 
Entering Unmasked Estep 
Score: -18591556.000000 Penalty: 3861.471191
	Iteration 34Q: 3 clusters Score -1.859156e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 143132 members 
Entering Unmasked Estep 
Score: -18591556.000000 Penalty: 3861.471191
	Iteration 35Q: 3 clusters Score -1.859156e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 143148 members 
Entering Unmasked Estep 
Score: -18591536.000000 Penalty: 3861.471191
	Iteration 36Q: 3 clusters Score -1.859154e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 143158 members 
Entering Unmasked Estep 
Score: -18591538.000000 Penalty: 3861.471191
	Iteration 37Q: 3 clusters Score -1.859154e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 143166 members 
Entering Unmasked Estep 
Score: -18591542.000000 Penalty: 3861.471191
	Iteration 38Q: 3 clusters Score -1.859154e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 143172 members 
Entering Unmasked Estep 
Score: -18591540.000000 Penalty: 3861.471191
	Iteration 39Q: 3 clusters Score -1.859154e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 143175 members 
Entering Unmasked Estep 
Score: -18591536.000000 Penalty: 3861.471191
	Iteration 40F: 3 clusters Score -1.859154e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 143178 members 
Entering Unmasked Estep 
Score: -18591552.000000 Penalty: 3861.471191
	Iteration 41Q: 3 clusters Score -1.859155e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 143180 members 
Entering Unmasked Estep 
Score: -18591542.000000 Penalty: 3861.471191
	Iteration 42Q: 3 clusters Score -1.859154e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 143181 members 
Entering Unmasked Estep 
Score: -18591550.000000 Penalty: 3861.471191
	Iteration 43Q: 3 clusters Score -1.859155e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 143178 members 
Entering Unmasked Estep 
Score: -18591556.000000 Penalty: 3861.471191
	Iteration 44Q: 3 clusters Score -1.859156e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 143175 members 
Entering Unmasked Estep 
Score: -18591564.000000 Penalty: 3861.471191
	Iteration 45Q: 3 clusters Score -1.859156e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 143175 members 
Entering Unmasked Estep 
Score: -18591550.000000 Penalty: 3861.471191
	Iteration 46Q: 3 clusters Score -1.859155e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 143179 members 
Entering Unmasked Estep 
Score: -18591562.000000 Penalty: 3861.471191
	Iteration 47Q: 3 clusters Score -1.859156e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 143181 members 
Entering Unmasked Estep 
Score: -18591570.000000 Penalty: 3861.471191
	Iteration 48Q: 3 clusters Score -1.859157e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 143187 members 
Entering Unmasked Estep 
Score: -18591586.000000 Penalty: 3861.471191
	Iteration 49Q: 3 clusters Score -1.859159e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 143189 members 
Entering Unmasked Estep 
Score: -18591576.000000 Penalty: 3861.471191
	Iteration 50Q: 3 clusters Score -1.859158e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 143193 members 
Entering Unmasked Estep 
Score: -18591582.000000 Penalty: 3861.471191
	Iteration 51Q: 3 clusters Score -1.859158e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 143200 members 
Entering Unmasked Estep 
Score: -18591586.000000 Penalty: 3861.471191
	Iteration 52Q: 3 clusters Score -1.859159e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 143211 members 
Entering Unmasked Estep 
Score: -18591600.000000 Penalty: 3861.471191
	Iteration 53Q: 3 clusters Score -1.85916e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 143218 members 
Entering Unmasked Estep 
Score: -18591582.000000 Penalty: 3861.471191
	Iteration 54Q: 3 clusters Score -1.859158e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 143224 members 
Entering Unmasked Estep 
Score: -18591588.000000 Penalty: 3861.471191
	Iteration 55Q: 3 clusters Score -1.859159e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 143227 members 
Entering Unmasked Estep 
Score: -18591582.000000 Penalty: 3861.471191
	Iteration 56Q: 3 clusters Score -1.859158e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 143227 members 
Entering Unmasked Estep 
Score: -18591582.000000 Penalty: 3861.471191
	Iteration 57F: 3 clusters Score -1.859158e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (29292 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29292 members 
Entering Unmasked Estep 
Score: -3705287.750000 Penalty: 1671.323730
	Iteration 0F: 2 clusters Score -3705288 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14805 members 
Mstep: Class 2 contains 14487 members 
Entering Unmasked Estep 
Score: -3685693.000000 Penalty: 3342.647461
	Iteration 0F: 3 clusters Score -3685693 nChanged 13410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15809 members 
Mstep: Class 2 contains 13483 members 
Entering Unmasked Estep 
Score: -3693378.000000 Penalty: 3342.647461
	Iteration 1F: 3 clusters Score -3693378 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16460 members 
Mstep: Class 2 contains 12832 members 
Entering Unmasked Estep 
Score: -3694098.500000 Penalty: 3342.647461
	Iteration 2F: 3 clusters Score -3694098 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17348 members 
Mstep: Class 2 contains 11944 members 
Entering Unmasked Estep 
Score: -3695107.750000 Penalty: 3342.647461
	Iteration 3F: 3 clusters Score -3695108 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18343 members 
Mstep: Class 2 contains 10949 members 
Entering Unmasked Estep 
Score: -3696284.250000 Penalty: 3342.647461
	Iteration 4F: 3 clusters Score -3696284 nChanged 1911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19386 members 
Mstep: Class 2 contains 9906 members 
Entering Unmasked Estep 
Score: -3697753.000000 Penalty: 3342.647461
	Iteration 5F: 3 clusters Score -3697753 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20288 members 
Mstep: Class 2 contains 9004 members 
Entering Unmasked Estep 
Score: -3699345.250000 Penalty: 3342.647461
	Iteration 6F: 3 clusters Score -3699345 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20854 members 
Mstep: Class 2 contains 8438 members 
Entering Unmasked Estep 
Score: -3700817.500000 Penalty: 3342.647461
	Iteration 7F: 3 clusters Score -3700818 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21138 members 
Mstep: Class 2 contains 8154 members 
Entering Unmasked Estep 
Score: -3701694.500000 Penalty: 3342.647461
	Iteration 8Q: 3 clusters Score -3701694 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21250 members 
Mstep: Class 2 contains 8042 members 
Entering Unmasked Estep 
Score: -3702121.000000 Penalty: 3342.647461
	Iteration 9Q: 3 clusters Score -3702121 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21313 members 
Mstep: Class 2 contains 7979 members 
Entering Unmasked Estep 
Score: -3702295.250000 Penalty: 3342.647461
	Iteration 10Q: 3 clusters Score -3702295 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21381 members 
Mstep: Class 2 contains 7911 members 
Entering Unmasked Estep 
Score: -3702399.250000 Penalty: 3342.647461
	Iteration 11Q: 3 clusters Score -3702399 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21442 members 
Mstep: Class 2 contains 7850 members 
Entering Unmasked Estep 
Score: -3702465.500000 Penalty: 3342.647461
	Iteration 12Q: 3 clusters Score -3702466 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21498 members 
Mstep: Class 2 contains 7794 members 
Entering Unmasked Estep 
Score: -3702546.250000 Penalty: 3342.647461
	Iteration 13Q: 3 clusters Score -3702546 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21547 members 
Mstep: Class 2 contains 7745 members 
Entering Unmasked Estep 
Score: -3702615.000000 Penalty: 3342.647461
	Iteration 14Q: 3 clusters Score -3702615 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21606 members 
Mstep: Class 2 contains 7686 members 
Entering Unmasked Estep 
Score: -3702697.500000 Penalty: 3342.647461
	Iteration 15Q: 3 clusters Score -3702698 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21672 members 
Mstep: Class 2 contains 7620 members 
Entering Unmasked Estep 
Score: -3702801.500000 Penalty: 3342.647461
	Iteration 16Q: 3 clusters Score -3702802 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21746 members 
Mstep: Class 2 contains 7546 members 
Entering Unmasked Estep 
Score: -3702923.500000 Penalty: 3342.647461
	Iteration 17Q: 3 clusters Score -3702924 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21802 members 
Mstep: Class 2 contains 7490 members 
Entering Unmasked Estep 
Score: -3703060.500000 Penalty: 3342.647461
	Iteration 18Q: 3 clusters Score -3703060 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21875 members 
Mstep: Class 2 contains 7417 members 
Entering Unmasked Estep 
Score: -3703144.250000 Penalty: 3342.647461
	Iteration 19Q: 3 clusters Score -3703144 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21930 members 
Mstep: Class 2 contains 7362 members 
Entering Unmasked Estep 
Score: -3703252.500000 Penalty: 3342.647461
	Iteration 20F: 3 clusters Score -3703252 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21945 members 
Mstep: Class 2 contains 7347 members 
Entering Unmasked Estep 
Score: -3703339.500000 Penalty: 3342.647461
	Iteration 21Q: 3 clusters Score -3703340 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21931 members 
Mstep: Class 2 contains 7361 members 
Entering Unmasked Estep 
Score: -3703431.250000 Penalty: 3342.647461
	Iteration 22Q: 3 clusters Score -3703431 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21889 members 
Mstep: Class 2 contains 7403 members 
Entering Unmasked Estep 
Score: -3703558.000000 Penalty: 3342.647461
	Iteration 23Q: 3 clusters Score -3703558 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21844 members 
Mstep: Class 2 contains 7448 members 
Entering Unmasked Estep 
Score: -3703690.250000 Penalty: 3342.647461
	Iteration 24Q: 3 clusters Score -3703690 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21771 members 
Mstep: Class 2 contains 7521 members 
Entering Unmasked Estep 
Score: -3703844.750000 Penalty: 3342.647461
	Iteration 25Q: 3 clusters Score -3703845 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21661 members 
Mstep: Class 2 contains 7631 members 
Entering Unmasked Estep 
Score: -3704044.500000 Penalty: 3342.647461
	Iteration 26Q: 3 clusters Score -3704044 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21521 members 
Mstep: Class 2 contains 7771 members 
Entering Unmasked Estep 
Score: -3704256.750000 Penalty: 3342.647461
	Iteration 27Q: 3 clusters Score -3704257 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21383 members 
Mstep: Class 2 contains 7909 members 
Entering Unmasked Estep 
Score: -3704433.750000 Penalty: 3342.647461
	Iteration 28Q: 3 clusters Score -3704434 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21251 members 
Mstep: Class 2 contains 8041 members 
Entering Unmasked Estep 
Score: -3704581.250000 Penalty: 3342.647461
	Iteration 29Q: 3 clusters Score -3704581 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21158 members 
Mstep: Class 2 contains 8134 members 
Entering Unmasked Estep 
Score: -3704631.000000 Penalty: 3342.647461
	Iteration 30Q: 3 clusters Score -3704631 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21114 members 
Mstep: Class 2 contains 8178 members 
Entering Unmasked Estep 
Score: -3704678.250000 Penalty: 3342.647461
	Iteration 31Q: 3 clusters Score -3704678 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21098 members 
Mstep: Class 2 contains 8194 members 
Entering Unmasked Estep 
Score: -3704701.000000 Penalty: 3342.647461
	Iteration 32Q: 3 clusters Score -3704701 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21105 members 
Mstep: Class 2 contains 8187 members 
Entering Unmasked Estep 
Score: -3704705.750000 Penalty: 3342.647461
	Iteration 33Q: 3 clusters Score -3704706 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21121 members 
Mstep: Class 2 contains 8171 members 
Entering Unmasked Estep 
Score: -3704718.000000 Penalty: 3342.647461
	Iteration 34Q: 3 clusters Score -3704718 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21142 members 
Mstep: Class 2 contains 8150 members 
Entering Unmasked Estep 
Score: -3704726.000000 Penalty: 3342.647461
	Iteration 35Q: 3 clusters Score -3704726 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21152 members 
Mstep: Class 2 contains 8140 members 
Entering Unmasked Estep 
Score: -3704720.250000 Penalty: 3342.647461
	Iteration 36Q: 3 clusters Score -3704720 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21164 members 
Mstep: Class 2 contains 8128 members 
Entering Unmasked Estep 
Score: -3704716.000000 Penalty: 3342.647461
	Iteration 37Q: 3 clusters Score -3704716 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21175 members 
Mstep: Class 2 contains 8117 members 
Entering Unmasked Estep 
Score: -3704720.750000 Penalty: 3342.647461
	Iteration 38Q: 3 clusters Score -3704721 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21187 members 
Mstep: Class 2 contains 8105 members 
Entering Unmasked Estep 
Score: -3704719.250000 Penalty: 3342.647461
	Iteration 39Q: 3 clusters Score -3704719 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21204 members 
Mstep: Class 2 contains 8088 members 
Entering Unmasked Estep 
Score: -3704731.750000 Penalty: 3342.647461
	Iteration 40F: 3 clusters Score -3704732 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21203 members 
Mstep: Class 2 contains 8089 members 
Entering Unmasked Estep 
Score: -3704728.500000 Penalty: 3342.647461
	Iteration 41Q: 3 clusters Score -3704728 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21209 members 
Mstep: Class 2 contains 8083 members 
Entering Unmasked Estep 
Score: -3704732.250000 Penalty: 3342.647461
	Iteration 42Q: 3 clusters Score -3704732 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21216 members 
Mstep: Class 2 contains 8076 members 
Entering Unmasked Estep 
Score: -3704727.750000 Penalty: 3342.647461
	Iteration 43Q: 3 clusters Score -3704728 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21217 members 
Mstep: Class 2 contains 8075 members 
Entering Unmasked Estep 
Score: -3704731.500000 Penalty: 3342.647461
	Iteration 44Q: 3 clusters Score -3704732 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21219 members 
Mstep: Class 2 contains 8073 members 
Entering Unmasked Estep 
Score: -3704734.750000 Penalty: 3342.647461
	Iteration 45Q: 3 clusters Score -3704735 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21220 members 
Mstep: Class 2 contains 8072 members 
Entering Unmasked Estep 
Score: -3704731.750000 Penalty: 3342.647461
	Iteration 46Q: 3 clusters Score -3704732 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21220 members 
Mstep: Class 2 contains 8072 members 
Entering Unmasked Estep 
Score: -3704731.750000 Penalty: 3342.647461
	Iteration 47F: 3 clusters Score -3704732 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (2938 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Entering Unmasked Estep 
Score: -361934.687500 Penalty: 1297.641113
	Iteration 0F: 2 clusters Score -361934.7 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 1527 members 
Entering Unmasked Estep 
Score: -359242.656250 Penalty: 2595.282227
	Iteration 0F: 3 clusters Score -359242.7 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -359918.750000 Penalty: 2595.282227
	Iteration 1F: 3 clusters Score -359918.8 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -360060.750000 Penalty: 2595.282227
	Iteration 2F: 3 clusters Score -360060.8 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -360171.500000 Penalty: 2595.282227
	Iteration 3F: 3 clusters Score -360171.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -360249.812500 Penalty: 2595.282227
	Iteration 4Q: 3 clusters Score -360249.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -360340.656250 Penalty: 2595.282227
	Iteration 5Q: 3 clusters Score -360340.7 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -360407.156250 Penalty: 2595.282227
	Iteration 6Q: 3 clusters Score -360407.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -360462.062500 Penalty: 2595.282227
	Iteration 7Q: 3 clusters Score -360462.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -360522.343750 Penalty: 2595.282227
	Iteration 8Q: 3 clusters Score -360522.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -360567.343750 Penalty: 2595.282227
	Iteration 9Q: 3 clusters Score -360567.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -360596.875000 Penalty: 2595.282227
	Iteration 10Q: 3 clusters Score -360596.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -360619.968750 Penalty: 2595.282227
	Iteration 11Q: 3 clusters Score -360620 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -360639.437500 Penalty: 2595.282227
	Iteration 12Q: 3 clusters Score -360639.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -360658.906250 Penalty: 2595.282227
	Iteration 13Q: 3 clusters Score -360658.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -360679.187500 Penalty: 2595.282227
	Iteration 14Q: 3 clusters Score -360679.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -360700.062500 Penalty: 2595.282227
	Iteration 15Q: 3 clusters Score -360700.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -360723.093750 Penalty: 2595.282227
	Iteration 16Q: 3 clusters Score -360723.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -360748.500000 Penalty: 2595.282227
	Iteration 17Q: 3 clusters Score -360748.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -360769.531250 Penalty: 2595.282227
	Iteration 18Q: 3 clusters Score -360769.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -360793.281250 Penalty: 2595.282227
	Iteration 19Q: 3 clusters Score -360793.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -360820.343750 Penalty: 2595.282227
	Iteration 20F: 3 clusters Score -360820.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -360845.937500 Penalty: 2595.282227
	Iteration 21Q: 3 clusters Score -360845.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -360877.718750 Penalty: 2595.282227
	Iteration 22Q: 3 clusters Score -360877.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -360914.125000 Penalty: 2595.282227
	Iteration 23Q: 3 clusters Score -360914.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -360963.812500 Penalty: 2595.282227
	Iteration 24Q: 3 clusters Score -360963.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -361027.250000 Penalty: 2595.282227
	Iteration 25Q: 3 clusters Score -361027.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -361133.000000 Penalty: 2595.282227
	Iteration 26Q: 3 clusters Score -361133 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -361268.312500 Penalty: 2595.282227
	Iteration 27Q: 3 clusters Score -361268.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -361340.343750 Penalty: 2595.282227
	Iteration 28Q: 3 clusters Score -361340.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -361378.687500 Penalty: 2595.282227
	Iteration 29Q: 3 clusters Score -361378.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -361401.343750 Penalty: 2595.282227
	Iteration 30Q: 3 clusters Score -361401.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -361411.968750 Penalty: 2595.282227
	Iteration 31Q: 3 clusters Score -361412 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -361421.625000 Penalty: 2595.282227
	Iteration 32Q: 3 clusters Score -361421.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -361428.906250 Penalty: 2595.282227
	Iteration 33Q: 3 clusters Score -361428.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -361431.687500 Penalty: 2595.282227
	Iteration 34Q: 3 clusters Score -361431.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -361435.062500 Penalty: 2595.282227
	Iteration 35Q: 3 clusters Score -361435.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -361436.093750 Penalty: 2595.282227
	Iteration 36Q: 3 clusters Score -361436.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -361437.593750 Penalty: 2595.282227
	Iteration 37Q: 3 clusters Score -361437.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -361438.156250 Penalty: 2595.282227
	Iteration 38F: 3 clusters Score -361438.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -361439.187500 Penalty: 2595.282227
	Iteration 39Q: 3 clusters Score -361439.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -361439.187500 Penalty: 2595.282227
	Iteration 40F: 3 clusters Score -361439.2 nChanged 0
24->46 Clusters: Score -100314552.000000, best is -100311736.000000
THE BEST YET!

Starting from 25 clusters...
--- Clustering full data set of 820631 points ---
Entering CEM 
Assigned 25 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34110 members 
Mstep: Class 2 contains 34161 members 
Mstep: Class 3 contains 34300 members 
Mstep: Class 4 contains 34206 members 
Mstep: Class 5 contains 34480 members 
Mstep: Class 6 contains 34124 members 
Mstep: Class 7 contains 34080 members 
Mstep: Class 8 contains 34080 members 
Mstep: Class 9 contains 34096 members 
Mstep: Class 10 contains 34084 members 
Mstep: Class 11 contains 34202 members 
Mstep: Class 12 contains 33837 members 
Mstep: Class 13 contains 34423 members 
Mstep: Class 14 contains 34169 members 
Mstep: Class 15 contains 34173 members 
Mstep: Class 16 contains 34359 members 
Mstep: Class 17 contains 34057 members 
Mstep: Class 18 contains 34267 members 
Mstep: Class 19 contains 34198 members 
Mstep: Class 20 contains 34292 members 
Mstep: Class 21 contains 34357 members 
Mstep: Class 22 contains 33972 members 
Mstep: Class 23 contains 34157 members 
Mstep: Class 24 contains 34447 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 8. Lose 614.434937 but Gain 2212.898438
Score: -95295800.000000 Penalty: 50896.632812
Iteration 0F: 24 clusters Score -9.52958e+07 nChanged 785049
Entering Unmasked Mstep 
Mstep: Class 0 contains 777 members 
Mstep: Class 1 contains 42241 members 
Mstep: Class 2 contains 29804 members 
Mstep: Class 3 contains 22877 members 
Mstep: Class 4 contains 17270 members 
Mstep: Class 5 contains 36801 members 
Mstep: Class 6 contains 59801 members 
Mstep: Class 7 contains 18453 members 
Mstep: Class 9 contains 13786 members 
Mstep: Class 10 contains 80111 members 
Mstep: Class 11 contains 17320 members 
Mstep: Class 12 contains 66516 members 
Mstep: Class 13 contains 30424 members 
Mstep: Class 14 contains 76645 members 
Mstep: Class 15 contains 55832 members 
Mstep: Class 16 contains 40987 members 
Mstep: Class 17 contains 13289 members 
Mstep: Class 18 contains 32422 members 
Mstep: Class 19 contains 14792 members 
Mstep: Class 20 contains 21137 members 
Mstep: Class 21 contains 15770 members 
Mstep: Class 22 contains 22160 members 
Mstep: Class 23 contains 37154 members 
Mstep: Class 24 contains 54262 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -97933968.000000 Penalty: 50896.632812
Iteration 1F: 24 clusters Score -9.793397e+07 nChanged 387800
Entering Unmasked Mstep 
Mstep: Class 0 contains 357 members 
Mstep: Class 1 contains 30885 members 
Mstep: Class 2 contains 32265 members 
Mstep: Class 3 contains 12191 members 
Mstep: Class 4 contains 13772 members 
Mstep: Class 5 contains 15575 members 
Mstep: Class 6 contains 49126 members 
Mstep: Class 7 contains 14442 members 
Mstep: Class 9 contains 8860 members 
Mstep: Class 10 contains 100957 members 
Mstep: Class 11 contains 16065 members 
Mstep: Class 12 contains 100661 members 
Mstep: Class 13 contains 30789 members 
Mstep: Class 14 contains 107363 members 
Mstep: Class 15 contains 47740 members 
Mstep: Class 16 contains 31227 members 
Mstep: Class 17 contains 18549 members 
Mstep: Class 18 contains 21737 members 
Mstep: Class 19 contains 10516 members 
Mstep: Class 20 contains 19024 members 
Mstep: Class 21 contains 10260 members 
Mstep: Class 22 contains 16514 members 
Mstep: Class 23 contains 30180 members 
Mstep: Class 24 contains 81576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98972584.000000 Penalty: 50896.632812
Iteration 2F: 24 clusters Score -9.897258e+07 nChanged 242455
Entering Unmasked Mstep 
Mstep: Class 0 contains 226 members 
Mstep: Class 1 contains 25318 members 
Mstep: Class 2 contains 37153 members 
Mstep: Class 3 contains 9120 members 
Mstep: Class 4 contains 12962 members 
Mstep: Class 5 contains 8601 members 
Mstep: Class 6 contains 35563 members 
Mstep: Class 7 contains 11438 members 
Mstep: Class 9 contains 7094 members 
Mstep: Class 10 contains 111269 members 
Mstep: Class 11 contains 18852 members 
Mstep: Class 12 contains 107920 members 
Mstep: Class 13 contains 33891 members 
Mstep: Class 14 contains 102261 members 
Mstep: Class 15 contains 38477 members 
Mstep: Class 16 contains 35570 members 
Mstep: Class 17 contains 28354 members 
Mstep: Class 18 contains 15673 members 
Mstep: Class 19 contains 9571 members 
Mstep: Class 20 contains 16619 members 
Mstep: Class 21 contains 8387 members 
Mstep: Class 22 contains 14598 members 
Mstep: Class 23 contains 28217 members 
Mstep: Class 24 contains 103497 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -99424680.000000 Penalty: 50896.632812
Iteration 3F: 24 clusters Score -9.942468e+07 nChanged 160583
Entering Unmasked Mstep 
Mstep: Class 0 contains 155 members 
Mstep: Class 1 contains 23307 members 
Mstep: Class 2 contains 41027 members 
Mstep: Class 3 contains 8608 members 
Mstep: Class 4 contains 13190 members 
Mstep: Class 5 contains 7949 members 
Mstep: Class 6 contains 27208 members 
Mstep: Class 7 contains 8730 members 
Mstep: Class 9 contains 6690 members 
Mstep: Class 10 contains 125064 members 
Mstep: Class 11 contains 21144 members 
Mstep: Class 12 contains 101002 members 
Mstep: Class 13 contains 35244 members 
Mstep: Class 14 contains 90315 members 
Mstep: Class 15 contains 31672 members 
Mstep: Class 16 contains 44962 members 
Mstep: Class 17 contains 32093 members 
Mstep: Class 18 contains 12908 members 
Mstep: Class 19 contains 11255 members 
Mstep: Class 20 contains 16167 members 
Mstep: Class 21 contains 8133 members 
Mstep: Class 22 contains 14472 members 
Mstep: Class 23 contains 30467 members 
Mstep: Class 24 contains 108869 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -99656400.000000 Penalty: 50896.632812
Iteration 4F: 24 clusters Score -9.96564e+07 nChanged 117565
Entering Unmasked Mstep 
Mstep: Class 0 contains 120 members 
Mstep: Class 1 contains 23560 members 
Mstep: Class 2 contains 44051 members 
Mstep: Class 3 contains 8985 members 
Mstep: Class 4 contains 13403 members 
Mstep: Class 5 contains 8863 members 
Mstep: Class 6 contains 21815 members 
Mstep: Class 7 contains 5593 members 
Mstep: Class 9 contains 6857 members 
Mstep: Class 10 contains 138965 members 
Mstep: Class 11 contains 20952 members 
Mstep: Class 12 contains 88679 members 
Mstep: Class 13 contains 34630 members 
Mstep: Class 14 contains 81100 members 
Mstep: Class 15 contains 27731 members 
Mstep: Class 16 contains 52366 members 
Mstep: Class 17 contains 32559 members 
Mstep: Class 18 contains 12452 members 
Mstep: Class 19 contains 15601 members 
Mstep: Class 20 contains 15799 members 
Mstep: Class 21 contains 8565 members 
Mstep: Class 22 contains 15106 members 
Mstep: Class 23 contains 34472 members 
Mstep: Class 24 contains 108407 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -99799096.000000 Penalty: 50896.632812
Iteration 5F: 24 clusters Score -9.97991e+07 nChanged 90020
Entering Unmasked Mstep 
Mstep: Class 0 contains 89 members 
Mstep: Class 1 contains 24501 members 
Mstep: Class 2 contains 45801 members 
Mstep: Class 3 contains 8837 members 
Mstep: Class 4 contains 13198 members 
Mstep: Class 5 contains 10774 members 
Mstep: Class 6 contains 18302 members 
Mstep: Class 7 contains 3144 members 
Mstep: Class 9 contains 7076 members 
Mstep: Class 10 contains 147024 members 
Mstep: Class 11 contains 20239 members 
Mstep: Class 12 contains 79093 members 
Mstep: Class 13 contains 32980 members 
Mstep: Class 14 contains 77067 members 
Mstep: Class 15 contains 24502 members 
Mstep: Class 16 contains 56879 members 
Mstep: Class 17 contains 31820 members 
Mstep: Class 18 contains 12721 members 
Mstep: Class 19 contains 21513 members 
Mstep: Class 20 contains 15311 members 
Mstep: Class 21 contains 10297 members 
Mstep: Class 22 contains 16132 members 
Mstep: Class 23 contains 37778 members 
Mstep: Class 24 contains 105553 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -99901840.000000 Penalty: 50896.632812
Iteration 6F: 24 clusters Score -9.990184e+07 nChanged 69334
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 25201 members 
Mstep: Class 2 contains 46871 members 
Mstep: Class 3 contains 8673 members 
Mstep: Class 4 contains 12849 members 
Mstep: Class 5 contains 12246 members 
Mstep: Class 6 contains 15918 members 
Mstep: Class 7 contains 1876 members 
Mstep: Class 9 contains 7022 members 
Mstep: Class 10 contains 149248 members 
Mstep: Class 11 contains 19634 members 
Mstep: Class 12 contains 73531 members 
Mstep: Class 13 contains 31624 members 
Mstep: Class 14 contains 77845 members 
Mstep: Class 15 contains 21590 members 
Mstep: Class 16 contains 59490 members 
Mstep: Class 17 contains 29836 members 
Mstep: Class 18 contains 12952 members 
Mstep: Class 19 contains 27469 members 
Mstep: Class 20 contains 14678 members 
Mstep: Class 21 contains 11874 members 
Mstep: Class 22 contains 17076 members 
Mstep: Class 23 contains 40965 members 
Mstep: Class 24 contains 102100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -99972200.000000 Penalty: 50896.632812
Iteration 7F: 24 clusters Score -9.99722e+07 nChanged 52495
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 25623 members 
Mstep: Class 2 contains 47662 members 
Mstep: Class 3 contains 8585 members 
Mstep: Class 4 contains 12625 members 
Mstep: Class 5 contains 12815 members 
Mstep: Class 6 contains 14278 members 
Mstep: Class 7 contains 1277 members 
Mstep: Class 9 contains 6932 members 
Mstep: Class 10 contains 147945 members 
Mstep: Class 11 contains 19300 members 
Mstep: Class 12 contains 72488 members 
Mstep: Class 13 contains 30438 members 
Mstep: Class 14 contains 80442 members 
Mstep: Class 15 contains 19472 members 
Mstep: Class 16 contains 60826 members 
Mstep: Class 17 contains 27536 members 
Mstep: Class 18 contains 13281 members 
Mstep: Class 19 contains 32212 members 
Mstep: Class 20 contains 13870 members 
Mstep: Class 21 contains 12565 members 
Mstep: Class 22 contains 17745 members 
Mstep: Class 23 contains 43634 members 
Mstep: Class 24 contains 99027 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100015144.000000 Penalty: 50896.632812
Iteration 8F: 24 clusters Score -1.000151e+08 nChanged 39539
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 26222 members 
Mstep: Class 2 contains 48397 members 
Mstep: Class 3 contains 8646 members 
Mstep: Class 4 contains 12337 members 
Mstep: Class 5 contains 13233 members 
Mstep: Class 6 contains 13196 members 
Mstep: Class 7 contains 1015 members 
Mstep: Class 9 contains 6877 members 
Mstep: Class 10 contains 145216 members 
Mstep: Class 11 contains 19085 members 
Mstep: Class 12 contains 73898 members 
Mstep: Class 13 contains 29057 members 
Mstep: Class 14 contains 83155 members 
Mstep: Class 15 contains 18459 members 
Mstep: Class 16 contains 61048 members 
Mstep: Class 17 contains 25906 members 
Mstep: Class 18 contains 13580 members 
Mstep: Class 19 contains 35613 members 
Mstep: Class 20 contains 12951 members 
Mstep: Class 21 contains 12660 members 
Mstep: Class 22 contains 18195 members 
Mstep: Class 23 contains 45440 members 
Mstep: Class 24 contains 96392 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100040736.000000 Penalty: 50896.632812
Iteration 9Q: 24 clusters Score -1.000407e+08 nChanged 30384
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 27142 members 
Mstep: Class 2 contains 48957 members 
Mstep: Class 3 contains 8790 members 
Mstep: Class 4 contains 12026 members 
Mstep: Class 5 contains 13680 members 
Mstep: Class 6 contains 12249 members 
Mstep: Class 7 contains 923 members 
Mstep: Class 9 contains 6905 members 
Mstep: Class 10 contains 142605 members 
Mstep: Class 11 contains 18898 members 
Mstep: Class 12 contains 75300 members 
Mstep: Class 13 contains 27715 members 
Mstep: Class 14 contains 85390 members 
Mstep: Class 15 contains 17987 members 
Mstep: Class 16 contains 60836 members 
Mstep: Class 17 contains 24842 members 
Mstep: Class 18 contains 14021 members 
Mstep: Class 19 contains 38710 members 
Mstep: Class 20 contains 12048 members 
Mstep: Class 21 contains 12438 members 
Mstep: Class 22 contains 18431 members 
Mstep: Class 23 contains 46594 members 
Mstep: Class 24 contains 94092 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100057520.000000 Penalty: 50896.632812
Iteration 10Q: 24 clusters Score -1.000575e+08 nChanged 24930
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 28318 members 
Mstep: Class 2 contains 49477 members 
Mstep: Class 3 contains 8910 members 
Mstep: Class 4 contains 11714 members 
Mstep: Class 5 contains 14139 members 
Mstep: Class 6 contains 11403 members 
Mstep: Class 7 contains 891 members 
Mstep: Class 9 contains 6945 members 
Mstep: Class 10 contains 140260 members 
Mstep: Class 11 contains 18773 members 
Mstep: Class 12 contains 76517 members 
Mstep: Class 13 contains 26460 members 
Mstep: Class 14 contains 87325 members 
Mstep: Class 15 contains 17794 members 
Mstep: Class 16 contains 60391 members 
Mstep: Class 17 contains 24088 members 
Mstep: Class 18 contains 14561 members 
Mstep: Class 19 contains 41457 members 
Mstep: Class 20 contains 11221 members 
Mstep: Class 21 contains 12050 members 
Mstep: Class 22 contains 18633 members 
Mstep: Class 23 contains 47246 members 
Mstep: Class 24 contains 92006 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100070848.000000 Penalty: 50896.632812
Iteration 11Q: 24 clusters Score -1.000708e+08 nChanged 21197
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 29634 members 
Mstep: Class 2 contains 49859 members 
Mstep: Class 3 contains 8979 members 
Mstep: Class 4 contains 11414 members 
Mstep: Class 5 contains 14674 members 
Mstep: Class 6 contains 10760 members 
Mstep: Class 7 contains 881 members 
Mstep: Class 9 contains 6987 members 
Mstep: Class 10 contains 138413 members 
Mstep: Class 11 contains 18617 members 
Mstep: Class 12 contains 77439 members 
Mstep: Class 13 contains 25346 members 
Mstep: Class 14 contains 88762 members 
Mstep: Class 15 contains 17782 members 
Mstep: Class 16 contains 60046 members 
Mstep: Class 17 contains 23495 members 
Mstep: Class 18 contains 15172 members 
Mstep: Class 19 contains 43853 members 
Mstep: Class 20 contains 10432 members 
Mstep: Class 21 contains 11554 members 
Mstep: Class 22 contains 18875 members 
Mstep: Class 23 contains 47522 members 
Mstep: Class 24 contains 90083 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100081792.000000 Penalty: 50896.632812
Iteration 12Q: 24 clusters Score -1.000818e+08 nChanged 18787
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 31056 members 
Mstep: Class 2 contains 50222 members 
Mstep: Class 3 contains 9043 members 
Mstep: Class 4 contains 11027 members 
Mstep: Class 5 contains 15247 members 
Mstep: Class 6 contains 10248 members 
Mstep: Class 7 contains 881 members 
Mstep: Class 9 contains 7037 members 
Mstep: Class 10 contains 136841 members 
Mstep: Class 11 contains 18441 members 
Mstep: Class 12 contains 78210 members 
Mstep: Class 13 contains 24377 members 
Mstep: Class 14 contains 89907 members 
Mstep: Class 15 contains 17753 members 
Mstep: Class 16 contains 59814 members 
Mstep: Class 17 contains 23069 members 
Mstep: Class 18 contains 15755 members 
Mstep: Class 19 contains 46018 members 
Mstep: Class 20 contains 9644 members 
Mstep: Class 21 contains 11069 members 
Mstep: Class 22 contains 19173 members 
Mstep: Class 23 contains 47557 members 
Mstep: Class 24 contains 88190 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100090264.000000 Penalty: 50896.632812
Iteration 13Q: 24 clusters Score -1.000903e+08 nChanged 16656
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 32515 members 
Mstep: Class 2 contains 50431 members 
Mstep: Class 3 contains 9131 members 
Mstep: Class 4 contains 10711 members 
Mstep: Class 5 contains 15875 members 
Mstep: Class 6 contains 9901 members 
Mstep: Class 7 contains 886 members 
Mstep: Class 9 contains 7050 members 
Mstep: Class 10 contains 135521 members 
Mstep: Class 11 contains 18266 members 
Mstep: Class 12 contains 78793 members 
Mstep: Class 13 contains 23536 members 
Mstep: Class 14 contains 90897 members 
Mstep: Class 15 contains 17688 members 
Mstep: Class 16 contains 59683 members 
Mstep: Class 17 contains 22710 members 
Mstep: Class 18 contains 16282 members 
Mstep: Class 19 contains 47868 members 
Mstep: Class 20 contains 8856 members 
Mstep: Class 21 contains 10640 members 
Mstep: Class 22 contains 19481 members 
Mstep: Class 23 contains 47427 members 
Mstep: Class 24 contains 86431 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100097192.000000 Penalty: 50896.632812
Iteration 14Q: 24 clusters Score -1.000972e+08 nChanged 14832
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 34088 members 
Mstep: Class 2 contains 50569 members 
Mstep: Class 3 contains 9241 members 
Mstep: Class 4 contains 10361 members 
Mstep: Class 5 contains 16440 members 
Mstep: Class 6 contains 9618 members 
Mstep: Class 7 contains 900 members 
Mstep: Class 9 contains 7053 members 
Mstep: Class 10 contains 134503 members 
Mstep: Class 11 contains 18080 members 
Mstep: Class 12 contains 79247 members 
Mstep: Class 13 contains 22853 members 
Mstep: Class 14 contains 91691 members 
Mstep: Class 15 contains 17541 members 
Mstep: Class 16 contains 59676 members 
Mstep: Class 17 contains 22350 members 
Mstep: Class 18 contains 16747 members 
Mstep: Class 19 contains 49399 members 
Mstep: Class 20 contains 8131 members 
Mstep: Class 21 contains 10266 members 
Mstep: Class 22 contains 19790 members 
Mstep: Class 23 contains 47243 members 
Mstep: Class 24 contains 84792 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100102488.000000 Penalty: 50896.632812
Iteration 15Q: 24 clusters Score -1.001025e+08 nChanged 13538
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 35589 members 
Mstep: Class 2 contains 50573 members 
Mstep: Class 3 contains 9340 members 
Mstep: Class 4 contains 10055 members 
Mstep: Class 5 contains 16955 members 
Mstep: Class 6 contains 9411 members 
Mstep: Class 7 contains 908 members 
Mstep: Class 9 contains 7059 members 
Mstep: Class 10 contains 133654 members 
Mstep: Class 11 contains 17902 members 
Mstep: Class 12 contains 79564 members 
Mstep: Class 13 contains 22259 members 
Mstep: Class 14 contains 92290 members 
Mstep: Class 15 contains 17401 members 
Mstep: Class 16 contains 59856 members 
Mstep: Class 17 contains 21974 members 
Mstep: Class 18 contains 17142 members 
Mstep: Class 19 contains 50737 members 
Mstep: Class 20 contains 7517 members 
Mstep: Class 21 contains 9984 members 
Mstep: Class 22 contains 20137 members 
Mstep: Class 23 contains 47005 members 
Mstep: Class 24 contains 83267 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100107008.000000 Penalty: 50896.632812
Iteration 16Q: 24 clusters Score -1.00107e+08 nChanged 12347
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 37102 members 
Mstep: Class 2 contains 50468 members 
Mstep: Class 3 contains 9430 members 
Mstep: Class 4 contains 9788 members 
Mstep: Class 5 contains 17426 members 
Mstep: Class 6 contains 9224 members 
Mstep: Class 7 contains 916 members 
Mstep: Class 9 contains 7056 members 
Mstep: Class 10 contains 133012 members 
Mstep: Class 11 contains 17712 members 
Mstep: Class 12 contains 79788 members 
Mstep: Class 13 contains 21793 members 
Mstep: Class 14 contains 92806 members 
Mstep: Class 15 contains 17281 members 
Mstep: Class 16 contains 60350 members 
Mstep: Class 17 contains 21486 members 
Mstep: Class 18 contains 17405 members 
Mstep: Class 19 contains 51894 members 
Mstep: Class 20 contains 6957 members 
Mstep: Class 21 contains 9732 members 
Mstep: Class 22 contains 20436 members 
Mstep: Class 23 contains 46724 members 
Mstep: Class 24 contains 81793 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100111352.000000 Penalty: 50896.632812
Iteration 17Q: 24 clusters Score -1.001114e+08 nChanged 11283
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 38569 members 
Mstep: Class 2 contains 50404 members 
Mstep: Class 3 contains 9509 members 
Mstep: Class 4 contains 9523 members 
Mstep: Class 5 contains 17782 members 
Mstep: Class 6 contains 9074 members 
Mstep: Class 7 contains 927 members 
Mstep: Class 9 contains 7044 members 
Mstep: Class 10 contains 132479 members 
Mstep: Class 11 contains 17534 members 
Mstep: Class 12 contains 79967 members 
Mstep: Class 13 contains 21400 members 
Mstep: Class 14 contains 93161 members 
Mstep: Class 15 contains 17225 members 
Mstep: Class 16 contains 61067 members 
Mstep: Class 17 contains 20852 members 
Mstep: Class 18 contains 17642 members 
Mstep: Class 19 contains 52868 members 
Mstep: Class 20 contains 6463 members 
Mstep: Class 21 contains 9535 members 
Mstep: Class 22 contains 20621 members 
Mstep: Class 23 contains 46432 members 
Mstep: Class 24 contains 80501 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100115128.000000 Penalty: 50896.632812
Iteration 18Q: 24 clusters Score -1.001151e+08 nChanged 10381
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 39977 members 
Mstep: Class 2 contains 50335 members 
Mstep: Class 3 contains 9585 members 
Mstep: Class 4 contains 9292 members 
Mstep: Class 5 contains 18079 members 
Mstep: Class 6 contains 8966 members 
Mstep: Class 7 contains 940 members 
Mstep: Class 9 contains 7035 members 
Mstep: Class 10 contains 132053 members 
Mstep: Class 11 contains 17309 members 
Mstep: Class 12 contains 80111 members 
Mstep: Class 13 contains 21053 members 
Mstep: Class 14 contains 93443 members 
Mstep: Class 15 contains 17202 members 
Mstep: Class 16 contains 61909 members 
Mstep: Class 17 contains 20167 members 
Mstep: Class 18 contains 17843 members 
Mstep: Class 19 contains 53688 members 
Mstep: Class 20 contains 6021 members 
Mstep: Class 21 contains 9421 members 
Mstep: Class 22 contains 20716 members 
Mstep: Class 23 contains 46148 members 
Mstep: Class 24 contains 79286 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100119336.000000 Penalty: 50896.632812
Iteration 19Q: 24 clusters Score -1.001193e+08 nChanged 9451
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 41380 members 
Mstep: Class 2 contains 50244 members 
Mstep: Class 3 contains 9650 members 
Mstep: Class 4 contains 9126 members 
Mstep: Class 5 contains 18313 members 
Mstep: Class 6 contains 8926 members 
Mstep: Class 7 contains 947 members 
Mstep: Class 9 contains 7034 members 
Mstep: Class 10 contains 131772 members 
Mstep: Class 11 contains 17062 members 
Mstep: Class 12 contains 80186 members 
Mstep: Class 13 contains 20788 members 
Mstep: Class 14 contains 93578 members 
Mstep: Class 15 contains 17205 members 
Mstep: Class 16 contains 62803 members 
Mstep: Class 17 contains 19597 members 
Mstep: Class 18 contains 17910 members 
Mstep: Class 19 contains 54325 members 
Mstep: Class 20 contains 5689 members 
Mstep: Class 21 contains 9334 members 
Mstep: Class 22 contains 20687 members 
Mstep: Class 23 contains 45930 members 
Mstep: Class 24 contains 78093 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100124744.000000 Penalty: 50896.632812
Iteration 20F: 24 clusters Score -1.001247e+08 nChanged 9692
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 42821 members 
Mstep: Class 2 contains 50028 members 
Mstep: Class 3 contains 9696 members 
Mstep: Class 4 contains 8955 members 
Mstep: Class 5 contains 18715 members 
Mstep: Class 6 contains 9002 members 
Mstep: Class 7 contains 963 members 
Mstep: Class 9 contains 7041 members 
Mstep: Class 10 contains 131515 members 
Mstep: Class 11 contains 16805 members 
Mstep: Class 12 contains 80183 members 
Mstep: Class 13 contains 20550 members 
Mstep: Class 14 contains 93572 members 
Mstep: Class 15 contains 17212 members 
Mstep: Class 16 contains 63589 members 
Mstep: Class 17 contains 19355 members 
Mstep: Class 18 contains 18020 members 
Mstep: Class 19 contains 55186 members 
Mstep: Class 20 contains 5407 members 
Mstep: Class 21 contains 9164 members 
Mstep: Class 22 contains 20489 members 
Mstep: Class 23 contains 45597 members 
Mstep: Class 24 contains 76714 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100129496.000000 Penalty: 50896.632812
Iteration 21Q: 24 clusters Score -1.001295e+08 nChanged 9284
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 44191 members 
Mstep: Class 2 contains 49766 members 
Mstep: Class 3 contains 9748 members 
Mstep: Class 4 contains 8835 members 
Mstep: Class 5 contains 19094 members 
Mstep: Class 6 contains 9100 members 
Mstep: Class 7 contains 973 members 
Mstep: Class 9 contains 7056 members 
Mstep: Class 10 contains 131318 members 
Mstep: Class 11 contains 16533 members 
Mstep: Class 12 contains 80159 members 
Mstep: Class 13 contains 20329 members 
Mstep: Class 14 contains 93578 members 
Mstep: Class 15 contains 17223 members 
Mstep: Class 16 contains 64187 members 
Mstep: Class 17 contains 19386 members 
Mstep: Class 18 contains 18132 members 
Mstep: Class 19 contains 55867 members 
Mstep: Class 20 contains 5164 members 
Mstep: Class 21 contains 9038 members 
Mstep: Class 22 contains 20170 members 
Mstep: Class 23 contains 45348 members 
Mstep: Class 24 contains 75384 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100133696.000000 Penalty: 50896.632812
Iteration 22Q: 24 clusters Score -1.001337e+08 nChanged 8435
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 45559 members 
Mstep: Class 2 contains 49558 members 
Mstep: Class 3 contains 9820 members 
Mstep: Class 4 contains 8747 members 
Mstep: Class 5 contains 19430 members 
Mstep: Class 6 contains 9149 members 
Mstep: Class 7 contains 982 members 
Mstep: Class 9 contains 7055 members 
Mstep: Class 10 contains 131201 members 
Mstep: Class 11 contains 16240 members 
Mstep: Class 12 contains 80109 members 
Mstep: Class 13 contains 20150 members 
Mstep: Class 14 contains 93503 members 
Mstep: Class 15 contains 17246 members 
Mstep: Class 16 contains 64601 members 
Mstep: Class 17 contains 19601 members 
Mstep: Class 18 contains 18159 members 
Mstep: Class 19 contains 56372 members 
Mstep: Class 20 contains 4927 members 
Mstep: Class 21 contains 8938 members 
Mstep: Class 22 contains 19906 members 
Mstep: Class 23 contains 45149 members 
Mstep: Class 24 contains 74177 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100136808.000000 Penalty: 50896.632812
Iteration 23Q: 24 clusters Score -1.001368e+08 nChanged 7488
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 46862 members 
Mstep: Class 2 contains 49405 members 
Mstep: Class 3 contains 9892 members 
Mstep: Class 4 contains 8684 members 
Mstep: Class 5 contains 19708 members 
Mstep: Class 6 contains 9188 members 
Mstep: Class 7 contains 992 members 
Mstep: Class 9 contains 7062 members 
Mstep: Class 10 contains 131137 members 
Mstep: Class 11 contains 15938 members 
Mstep: Class 12 contains 79954 members 
Mstep: Class 13 contains 20005 members 
Mstep: Class 14 contains 93391 members 
Mstep: Class 15 contains 17278 members 
Mstep: Class 16 contains 64882 members 
Mstep: Class 17 contains 19873 members 
Mstep: Class 18 contains 18126 members 
Mstep: Class 19 contains 56898 members 
Mstep: Class 20 contains 4715 members 
Mstep: Class 21 contains 8870 members 
Mstep: Class 22 contains 19673 members 
Mstep: Class 23 contains 45013 members 
Mstep: Class 24 contains 73033 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100138376.000000 Penalty: 50896.632812
Iteration 24Q: 24 clusters Score -1.001384e+08 nChanged 6462
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 48017 members 
Mstep: Class 2 contains 49292 members 
Mstep: Class 3 contains 9942 members 
Mstep: Class 4 contains 8652 members 
Mstep: Class 5 contains 19927 members 
Mstep: Class 6 contains 9143 members 
Mstep: Class 7 contains 1005 members 
Mstep: Class 9 contains 7065 members 
Mstep: Class 10 contains 131138 members 
Mstep: Class 11 contains 15600 members 
Mstep: Class 12 contains 79780 members 
Mstep: Class 13 contains 19889 members 
Mstep: Class 14 contains 93270 members 
Mstep: Class 15 contains 17315 members 
Mstep: Class 16 contains 65110 members 
Mstep: Class 17 contains 20131 members 
Mstep: Class 18 contains 18091 members 
Mstep: Class 19 contains 57383 members 
Mstep: Class 20 contains 4572 members 
Mstep: Class 21 contains 8803 members 
Mstep: Class 22 contains 19523 members 
Mstep: Class 23 contains 44921 members 
Mstep: Class 24 contains 72010 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100140624.000000 Penalty: 50896.632812
Iteration 25Q: 24 clusters Score -1.001406e+08 nChanged 5758
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 49083 members 
Mstep: Class 2 contains 49161 members 
Mstep: Class 3 contains 9972 members 
Mstep: Class 4 contains 8631 members 
Mstep: Class 5 contains 20091 members 
Mstep: Class 6 contains 9131 members 
Mstep: Class 7 contains 1017 members 
Mstep: Class 9 contains 7059 members 
Mstep: Class 10 contains 131221 members 
Mstep: Class 11 contains 15254 members 
Mstep: Class 12 contains 79582 members 
Mstep: Class 13 contains 19794 members 
Mstep: Class 14 contains 93094 members 
Mstep: Class 15 contains 17349 members 
Mstep: Class 16 contains 65334 members 
Mstep: Class 17 contains 20329 members 
Mstep: Class 18 contains 18046 members 
Mstep: Class 19 contains 57847 members 
Mstep: Class 20 contains 4472 members 
Mstep: Class 21 contains 8778 members 
Mstep: Class 22 contains 19430 members 
Mstep: Class 23 contains 44859 members 
Mstep: Class 24 contains 71045 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100141888.000000 Penalty: 50896.632812
Iteration 26Q: 24 clusters Score -1.001419e+08 nChanged 5409
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 50148 members 
Mstep: Class 2 contains 49022 members 
Mstep: Class 3 contains 10011 members 
Mstep: Class 4 contains 8615 members 
Mstep: Class 5 contains 20203 members 
Mstep: Class 6 contains 9122 members 
Mstep: Class 7 contains 1024 members 
Mstep: Class 9 contains 7048 members 
Mstep: Class 10 contains 131339 members 
Mstep: Class 11 contains 14886 members 
Mstep: Class 12 contains 79332 members 
Mstep: Class 13 contains 19725 members 
Mstep: Class 14 contains 92957 members 
Mstep: Class 15 contains 17400 members 
Mstep: Class 16 contains 65557 members 
Mstep: Class 17 contains 20509 members 
Mstep: Class 18 contains 18020 members 
Mstep: Class 19 contains 58297 members 
Mstep: Class 20 contains 4422 members 
Mstep: Class 21 contains 8753 members 
Mstep: Class 22 contains 19336 members 
Mstep: Class 23 contains 44835 members 
Mstep: Class 24 contains 70018 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100143792.000000 Penalty: 50896.632812
Iteration 27Q: 24 clusters Score -1.001438e+08 nChanged 5284
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 51242 members 
Mstep: Class 2 contains 48898 members 
Mstep: Class 3 contains 10040 members 
Mstep: Class 4 contains 8601 members 
Mstep: Class 5 contains 20294 members 
Mstep: Class 6 contains 9103 members 
Mstep: Class 7 contains 1031 members 
Mstep: Class 9 contains 7043 members 
Mstep: Class 10 contains 131482 members 
Mstep: Class 11 contains 14531 members 
Mstep: Class 12 contains 79026 members 
Mstep: Class 13 contains 19666 members 
Mstep: Class 14 contains 92796 members 
Mstep: Class 15 contains 17440 members 
Mstep: Class 16 contains 65789 members 
Mstep: Class 17 contains 20645 members 
Mstep: Class 18 contains 18017 members 
Mstep: Class 19 contains 58717 members 
Mstep: Class 20 contains 4406 members 
Mstep: Class 21 contains 8732 members 
Mstep: Class 22 contains 19259 members 
Mstep: Class 23 contains 44826 members 
Mstep: Class 24 contains 68995 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100145256.000000 Penalty: 50896.632812
Iteration 28Q: 24 clusters Score -1.001453e+08 nChanged 5006
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 52244 members 
Mstep: Class 2 contains 48806 members 
Mstep: Class 3 contains 10053 members 
Mstep: Class 4 contains 8590 members 
Mstep: Class 5 contains 20348 members 
Mstep: Class 6 contains 9092 members 
Mstep: Class 7 contains 1036 members 
Mstep: Class 9 contains 7038 members 
Mstep: Class 10 contains 131609 members 
Mstep: Class 11 contains 14252 members 
Mstep: Class 12 contains 78679 members 
Mstep: Class 13 contains 19612 members 
Mstep: Class 14 contains 92642 members 
Mstep: Class 15 contains 17491 members 
Mstep: Class 16 contains 66067 members 
Mstep: Class 17 contains 20740 members 
Mstep: Class 18 contains 18031 members 
Mstep: Class 19 contains 59025 members 
Mstep: Class 20 contains 4438 members 
Mstep: Class 21 contains 8724 members 
Mstep: Class 22 contains 19217 members 
Mstep: Class 23 contains 44840 members 
Mstep: Class 24 contains 68005 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100146296.000000 Penalty: 50896.632812
Iteration 29Q: 24 clusters Score -1.001463e+08 nChanged 4719
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 53224 members 
Mstep: Class 2 contains 48715 members 
Mstep: Class 3 contains 10053 members 
Mstep: Class 4 contains 8583 members 
Mstep: Class 5 contains 20387 members 
Mstep: Class 6 contains 9101 members 
Mstep: Class 7 contains 1040 members 
Mstep: Class 9 contains 7041 members 
Mstep: Class 10 contains 131763 members 
Mstep: Class 11 contains 14102 members 
Mstep: Class 12 contains 78314 members 
Mstep: Class 13 contains 19578 members 
Mstep: Class 14 contains 92444 members 
Mstep: Class 15 contains 17528 members 
Mstep: Class 16 contains 66372 members 
Mstep: Class 17 contains 20807 members 
Mstep: Class 18 contains 18044 members 
Mstep: Class 19 contains 59206 members 
Mstep: Class 20 contains 4557 members 
Mstep: Class 21 contains 8716 members 
Mstep: Class 22 contains 19207 members 
Mstep: Class 23 contains 44860 members 
Mstep: Class 24 contains 66937 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100147688.000000 Penalty: 50896.632812
Iteration 30Q: 24 clusters Score -1.001477e+08 nChanged 4410
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 54195 members 
Mstep: Class 2 contains 48571 members 
Mstep: Class 3 contains 10047 members 
Mstep: Class 4 contains 8572 members 
Mstep: Class 5 contains 20403 members 
Mstep: Class 6 contains 9115 members 
Mstep: Class 7 contains 1042 members 
Mstep: Class 9 contains 7030 members 
Mstep: Class 10 contains 131920 members 
Mstep: Class 11 contains 14029 members 
Mstep: Class 12 contains 77888 members 
Mstep: Class 13 contains 19546 members 
Mstep: Class 14 contains 92302 members 
Mstep: Class 15 contains 17549 members 
Mstep: Class 16 contains 66729 members 
Mstep: Class 17 contains 20850 members 
Mstep: Class 18 contains 18059 members 
Mstep: Class 19 contains 59292 members 
Mstep: Class 20 contains 4659 members 
Mstep: Class 21 contains 8737 members 
Mstep: Class 22 contains 19188 members 
Mstep: Class 23 contains 44901 members 
Mstep: Class 24 contains 65955 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100148392.000000 Penalty: 50896.632812
Iteration 31Q: 24 clusters Score -1.001484e+08 nChanged 4165
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 55098 members 
Mstep: Class 2 contains 48395 members 
Mstep: Class 3 contains 10040 members 
Mstep: Class 4 contains 8562 members 
Mstep: Class 5 contains 20401 members 
Mstep: Class 6 contains 9177 members 
Mstep: Class 7 contains 1044 members 
Mstep: Class 9 contains 7025 members 
Mstep: Class 10 contains 132096 members 
Mstep: Class 11 contains 13999 members 
Mstep: Class 12 contains 77497 members 
Mstep: Class 13 contains 19516 members 
Mstep: Class 14 contains 92124 members 
Mstep: Class 15 contains 17569 members 
Mstep: Class 16 contains 67093 members 
Mstep: Class 17 contains 20875 members 
Mstep: Class 18 contains 18092 members 
Mstep: Class 19 contains 59317 members 
Mstep: Class 20 contains 4703 members 
Mstep: Class 21 contains 8749 members 
Mstep: Class 22 contains 19210 members 
Mstep: Class 23 contains 44924 members 
Mstep: Class 24 contains 65073 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100148960.000000 Penalty: 50896.632812
Iteration 32Q: 24 clusters Score -1.00149e+08 nChanged 3866
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 55934 members 
Mstep: Class 2 contains 48238 members 
Mstep: Class 3 contains 10037 members 
Mstep: Class 4 contains 8545 members 
Mstep: Class 5 contains 20382 members 
Mstep: Class 6 contains 9257 members 
Mstep: Class 7 contains 1049 members 
Mstep: Class 9 contains 7034 members 
Mstep: Class 10 contains 132223 members 
Mstep: Class 11 contains 13977 members 
Mstep: Class 12 contains 77061 members 
Mstep: Class 13 contains 19488 members 
Mstep: Class 14 contains 91964 members 
Mstep: Class 15 contains 17595 members 
Mstep: Class 16 contains 67513 members 
Mstep: Class 17 contains 20910 members 
Mstep: Class 18 contains 18123 members 
Mstep: Class 19 contains 59347 members 
Mstep: Class 20 contains 4739 members 
Mstep: Class 21 contains 8752 members 
Mstep: Class 22 contains 19219 members 
Mstep: Class 23 contains 44933 members 
Mstep: Class 24 contains 64259 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100149248.000000 Penalty: 50896.632812
Iteration 33Q: 24 clusters Score -1.001492e+08 nChanged 3674
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 56729 members 
Mstep: Class 2 contains 48069 members 
Mstep: Class 3 contains 10029 members 
Mstep: Class 4 contains 8523 members 
Mstep: Class 5 contains 20358 members 
Mstep: Class 6 contains 9363 members 
Mstep: Class 7 contains 1051 members 
Mstep: Class 9 contains 7035 members 
Mstep: Class 10 contains 132376 members 
Mstep: Class 11 contains 13970 members 
Mstep: Class 12 contains 76618 members 
Mstep: Class 13 contains 19472 members 
Mstep: Class 14 contains 91781 members 
Mstep: Class 15 contains 17613 members 
Mstep: Class 16 contains 67927 members 
Mstep: Class 17 contains 20934 members 
Mstep: Class 18 contains 18178 members 
Mstep: Class 19 contains 59368 members 
Mstep: Class 20 contains 4775 members 
Mstep: Class 21 contains 8760 members 
Mstep: Class 22 contains 19240 members 
Mstep: Class 23 contains 44947 members 
Mstep: Class 24 contains 63463 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100149744.000000 Penalty: 50896.632812
Iteration 34Q: 24 clusters Score -1.001497e+08 nChanged 3497
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 57507 members 
Mstep: Class 2 contains 47934 members 
Mstep: Class 3 contains 10026 members 
Mstep: Class 4 contains 8504 members 
Mstep: Class 5 contains 20323 members 
Mstep: Class 6 contains 9417 members 
Mstep: Class 7 contains 1054 members 
Mstep: Class 9 contains 7042 members 
Mstep: Class 10 contains 132529 members 
Mstep: Class 11 contains 13968 members 
Mstep: Class 12 contains 76178 members 
Mstep: Class 13 contains 19458 members 
Mstep: Class 14 contains 91555 members 
Mstep: Class 15 contains 17634 members 
Mstep: Class 16 contains 68325 members 
Mstep: Class 17 contains 20952 members 
Mstep: Class 18 contains 18239 members 
Mstep: Class 19 contains 59424 members 
Mstep: Class 20 contains 4813 members 
Mstep: Class 21 contains 8763 members 
Mstep: Class 22 contains 19263 members 
Mstep: Class 23 contains 44953 members 
Mstep: Class 24 contains 62718 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100150448.000000 Penalty: 50896.632812
Iteration 35Q: 24 clusters Score -1.001504e+08 nChanged 3361
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 58227 members 
Mstep: Class 2 contains 47813 members 
Mstep: Class 3 contains 10022 members 
Mstep: Class 4 contains 8480 members 
Mstep: Class 5 contains 20265 members 
Mstep: Class 6 contains 9468 members 
Mstep: Class 7 contains 1054 members 
Mstep: Class 9 contains 7051 members 
Mstep: Class 10 contains 132661 members 
Mstep: Class 11 contains 13965 members 
Mstep: Class 12 contains 75755 members 
Mstep: Class 13 contains 19450 members 
Mstep: Class 14 contains 91343 members 
Mstep: Class 15 contains 17644 members 
Mstep: Class 16 contains 68736 members 
Mstep: Class 17 contains 20983 members 
Mstep: Class 18 contains 18308 members 
Mstep: Class 19 contains 59453 members 
Mstep: Class 20 contains 4854 members 
Mstep: Class 21 contains 8771 members 
Mstep: Class 22 contains 19283 members 
Mstep: Class 23 contains 44956 members 
Mstep: Class 24 contains 62037 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100150560.000000 Penalty: 50896.632812
Iteration 36Q: 24 clusters Score -1.001506e+08 nChanged 3205
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 58975 members 
Mstep: Class 2 contains 47731 members 
Mstep: Class 3 contains 10015 members 
Mstep: Class 4 contains 8452 members 
Mstep: Class 5 contains 20202 members 
Mstep: Class 6 contains 9525 members 
Mstep: Class 7 contains 1054 members 
Mstep: Class 9 contains 7062 members 
Mstep: Class 10 contains 132766 members 
Mstep: Class 11 contains 13962 members 
Mstep: Class 12 contains 75380 members 
Mstep: Class 13 contains 19436 members 
Mstep: Class 14 contains 91119 members 
Mstep: Class 15 contains 17649 members 
Mstep: Class 16 contains 69076 members 
Mstep: Class 17 contains 21015 members 
Mstep: Class 18 contains 18381 members 
Mstep: Class 19 contains 59517 members 
Mstep: Class 20 contains 4844 members 
Mstep: Class 21 contains 8771 members 
Mstep: Class 22 contains 19303 members 
Mstep: Class 23 contains 44962 members 
Mstep: Class 24 contains 61382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100151464.000000 Penalty: 50896.632812
Iteration 37Q: 24 clusters Score -1.001515e+08 nChanged 3139
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 59638 members 
Mstep: Class 2 contains 47632 members 
Mstep: Class 3 contains 9997 members 
Mstep: Class 4 contains 8433 members 
Mstep: Class 5 contains 20120 members 
Mstep: Class 6 contains 9559 members 
Mstep: Class 7 contains 1054 members 
Mstep: Class 9 contains 7065 members 
Mstep: Class 10 contains 132837 members 
Mstep: Class 11 contains 13963 members 
Mstep: Class 12 contains 75077 members 
Mstep: Class 13 contains 19430 members 
Mstep: Class 14 contains 90942 members 
Mstep: Class 15 contains 17651 members 
Mstep: Class 16 contains 69350 members 
Mstep: Class 17 contains 21032 members 
Mstep: Class 18 contains 18460 members 
Mstep: Class 19 contains 59589 members 
Mstep: Class 20 contains 4850 members 
Mstep: Class 21 contains 8776 members 
Mstep: Class 22 contains 19339 members 
Mstep: Class 23 contains 44973 members 
Mstep: Class 24 contains 60812 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100152128.000000 Penalty: 50896.632812
Iteration 38Q: 24 clusters Score -1.001521e+08 nChanged 2943
Entering ConstructFrom: 
Score: -100152128.000000 Penalty: 50896.632812
Entering ConstructFrom: 
Trying to split cluster 1 (60201 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60201 members 
Entering Unmasked Estep 
Score: -7505336.000000 Penalty: 1788.384766
	Iteration 0F: 2 clusters Score -7505336 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30167 members 
Mstep: Class 2 contains 30034 members 
Entering Unmasked Estep 
Score: -7465321.000000 Penalty: 3576.769531
	Iteration 0F: 3 clusters Score -7465321 nChanged 28315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30668 members 
Mstep: Class 2 contains 29533 members 
Entering Unmasked Estep 
Score: -7482148.500000 Penalty: 3576.769531
	Iteration 1F: 3 clusters Score -7482148 nChanged 3114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31034 members 
Mstep: Class 2 contains 29167 members 
Entering Unmasked Estep 
Score: -7483449.500000 Penalty: 3576.769531
	Iteration 2F: 3 clusters Score -7483450 nChanged 3236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31510 members 
Mstep: Class 2 contains 28691 members 
Entering Unmasked Estep 
Score: -7484978.500000 Penalty: 3576.769531
	Iteration 3F: 3 clusters Score -7484978 nChanged 3598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32024 members 
Mstep: Class 2 contains 28177 members 
Entering Unmasked Estep 
Score: -7487109.500000 Penalty: 3576.769531
	Iteration 4F: 3 clusters Score -7487110 nChanged 3855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32489 members 
Mstep: Class 2 contains 27712 members 
Entering Unmasked Estep 
Score: -7489641.500000 Penalty: 3576.769531
	Iteration 5F: 3 clusters Score -7489642 nChanged 3872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32785 members 
Mstep: Class 2 contains 27416 members 
Entering Unmasked Estep 
Score: -7492337.500000 Penalty: 3576.769531
	Iteration 6F: 3 clusters Score -7492338 nChanged 3582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32865 members 
Mstep: Class 2 contains 27336 members 
Entering Unmasked Estep 
Score: -7494814.000000 Penalty: 3576.769531
	Iteration 7F: 3 clusters Score -7494814 nChanged 3049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32692 members 
Mstep: Class 2 contains 27509 members 
Entering Unmasked Estep 
Score: -7496706.500000 Penalty: 3576.769531
	Iteration 8F: 3 clusters Score -7496706 nChanged 2360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32416 members 
Mstep: Class 2 contains 27785 members 
Entering Unmasked Estep 
Score: -7497804.000000 Penalty: 3576.769531
	Iteration 9Q: 3 clusters Score -7497804 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32187 members 
Mstep: Class 2 contains 28014 members 
Entering Unmasked Estep 
Score: -7498392.000000 Penalty: 3576.769531
	Iteration 10Q: 3 clusters Score -7498392 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31989 members 
Mstep: Class 2 contains 28212 members 
Entering Unmasked Estep 
Score: -7498694.000000 Penalty: 3576.769531
	Iteration 11Q: 3 clusters Score -7498694 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31804 members 
Mstep: Class 2 contains 28397 members 
Entering Unmasked Estep 
Score: -7499014.000000 Penalty: 3576.769531
	Iteration 12Q: 3 clusters Score -7499014 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31674 members 
Mstep: Class 2 contains 28527 members 
Entering Unmasked Estep 
Score: -7499175.500000 Penalty: 3576.769531
	Iteration 13Q: 3 clusters Score -7499176 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31534 members 
Mstep: Class 2 contains 28667 members 
Entering Unmasked Estep 
Score: -7499351.000000 Penalty: 3576.769531
	Iteration 14Q: 3 clusters Score -7499351 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31403 members 
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Entering Unmasked Estep 
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Mstep: Class 2 contains 28957 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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	Iteration 76Q: 3 clusters Score -7500780 nChanged 34
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	Iteration 78Q: 3 clusters Score -7500766 nChanged 38
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	Iteration 79Q: 3 clusters Score -7500764 nChanged 44
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	Iteration 80F: 3 clusters Score -7500767 nChanged 41
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Entering Unmasked Estep 
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	Iteration 201Q: 3 clusters Score -7501498 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40370 members 
Mstep: Class 2 contains 19831 members 
Entering Unmasked Estep 
Score: -7501493.500000 Penalty: 3576.769531
	Iteration 202Q: 3 clusters Score -7501494 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40395 members 
Mstep: Class 2 contains 19806 members 
Entering Unmasked Estep 
Score: -7501496.500000 Penalty: 3576.769531
	Iteration 203Q: 3 clusters Score -7501496 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40433 members 
Mstep: Class 2 contains 19768 members 
Entering Unmasked Estep 
Score: -7501500.000000 Penalty: 3576.769531
	Iteration 204Q: 3 clusters Score -7501500 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40464 members 
Mstep: Class 2 contains 19737 members 
Entering Unmasked Estep 
Score: -7501505.500000 Penalty: 3576.769531
	Iteration 205Q: 3 clusters Score -7501506 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40496 members 
Mstep: Class 2 contains 19705 members 
Entering Unmasked Estep 
Score: -7501505.500000 Penalty: 3576.769531
	Iteration 206Q: 3 clusters Score -7501506 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40528 members 
Mstep: Class 2 contains 19673 members 
Entering Unmasked Estep 
Score: -7501493.000000 Penalty: 3576.769531
	Iteration 207Q: 3 clusters Score -7501493 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40565 members 
Mstep: Class 2 contains 19636 members 
Entering Unmasked Estep 
Score: -7501497.500000 Penalty: 3576.769531
	Iteration 208Q: 3 clusters Score -7501498 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40597 members 
Mstep: Class 2 contains 19604 members 
Entering Unmasked Estep 
Score: -7501484.000000 Penalty: 3576.769531
	Iteration 209Q: 3 clusters Score -7501484 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40629 members 
Mstep: Class 2 contains 19572 members 
Entering Unmasked Estep 
Score: -7501484.500000 Penalty: 3576.769531
	Iteration 210Q: 3 clusters Score -7501484 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40662 members 
Mstep: Class 2 contains 19539 members 
Entering Unmasked Estep 
Score: -7501494.000000 Penalty: 3576.769531
	Iteration 211Q: 3 clusters Score -7501494 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40697 members 
Mstep: Class 2 contains 19504 members 
Entering Unmasked Estep 
Score: -7501486.000000 Penalty: 3576.769531
	Iteration 212Q: 3 clusters Score -7501486 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40727 members 
Mstep: Class 2 contains 19474 members 
Entering Unmasked Estep 
Score: -7501475.500000 Penalty: 3576.769531
	Iteration 213Q: 3 clusters Score -7501476 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40755 members 
Mstep: Class 2 contains 19446 members 
Entering Unmasked Estep 
Score: -7501479.500000 Penalty: 3576.769531
	Iteration 214Q: 3 clusters Score -7501480 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40776 members 
Mstep: Class 2 contains 19425 members 
Entering Unmasked Estep 
Score: -7501483.000000 Penalty: 3576.769531
	Iteration 215Q: 3 clusters Score -7501483 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40794 members 
Mstep: Class 2 contains 19407 members 
Entering Unmasked Estep 
Score: -7501486.500000 Penalty: 3576.769531
	Iteration 216Q: 3 clusters Score -7501486 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40812 members 
Mstep: Class 2 contains 19389 members 
Entering Unmasked Estep 
Score: -7501487.500000 Penalty: 3576.769531
	Iteration 217Q: 3 clusters Score -7501488 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40825 members 
Mstep: Class 2 contains 19376 members 
Entering Unmasked Estep 
Score: -7501478.000000 Penalty: 3576.769531
	Iteration 218Q: 3 clusters Score -7501478 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40837 members 
Mstep: Class 2 contains 19364 members 
Entering Unmasked Estep 
Score: -7501485.000000 Penalty: 3576.769531
	Iteration 219Q: 3 clusters Score -7501485 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40850 members 
Mstep: Class 2 contains 19351 members 
Entering Unmasked Estep 
Score: -7501491.000000 Penalty: 3576.769531
	Iteration 220F: 3 clusters Score -7501491 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40863 members 
Mstep: Class 2 contains 19338 members 
Entering Unmasked Estep 
Score: -7501489.000000 Penalty: 3576.769531
	Iteration 221Q: 3 clusters Score -7501489 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40873 members 
Mstep: Class 2 contains 19328 members 
Entering Unmasked Estep 
Score: -7501490.500000 Penalty: 3576.769531
	Iteration 222Q: 3 clusters Score -7501490 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40880 members 
Mstep: Class 2 contains 19321 members 
Entering Unmasked Estep 
Score: -7501486.000000 Penalty: 3576.769531
	Iteration 223Q: 3 clusters Score -7501486 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40894 members 
Mstep: Class 2 contains 19307 members 
Entering Unmasked Estep 
Score: -7501482.500000 Penalty: 3576.769531
	Iteration 224Q: 3 clusters Score -7501482 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40911 members 
Mstep: Class 2 contains 19290 members 
Entering Unmasked Estep 
Score: -7501493.500000 Penalty: 3576.769531
	Iteration 225Q: 3 clusters Score -7501494 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40935 members 
Mstep: Class 2 contains 19266 members 
Entering Unmasked Estep 
Score: -7501505.000000 Penalty: 3576.769531
	Iteration 226Q: 3 clusters Score -7501505 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40955 members 
Mstep: Class 2 contains 19246 members 
Entering Unmasked Estep 
Score: -7501496.000000 Penalty: 3576.769531
	Iteration 227Q: 3 clusters Score -7501496 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40970 members 
Mstep: Class 2 contains 19231 members 
Entering Unmasked Estep 
Score: -7501492.000000 Penalty: 3576.769531
	Iteration 228Q: 3 clusters Score -7501492 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40985 members 
Mstep: Class 2 contains 19216 members 
Entering Unmasked Estep 
Score: -7501484.500000 Penalty: 3576.769531
	Iteration 229Q: 3 clusters Score -7501484 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40999 members 
Mstep: Class 2 contains 19202 members 
Entering Unmasked Estep 
Score: -7501481.000000 Penalty: 3576.769531
	Iteration 230Q: 3 clusters Score -7501481 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41013 members 
Mstep: Class 2 contains 19188 members 
Entering Unmasked Estep 
Score: -7501483.500000 Penalty: 3576.769531
	Iteration 231Q: 3 clusters Score -7501484 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41027 members 
Mstep: Class 2 contains 19174 members 
Entering Unmasked Estep 
Score: -7501484.500000 Penalty: 3576.769531
	Iteration 232Q: 3 clusters Score -7501484 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41037 members 
Mstep: Class 2 contains 19164 members 
Entering Unmasked Estep 
Score: -7501490.500000 Penalty: 3576.769531
	Iteration 233Q: 3 clusters Score -7501490 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41046 members 
Mstep: Class 2 contains 19155 members 
Entering Unmasked Estep 
Score: -7501497.000000 Penalty: 3576.769531
	Iteration 234Q: 3 clusters Score -7501497 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41057 members 
Mstep: Class 2 contains 19144 members 
Entering Unmasked Estep 
Score: -7501489.000000 Penalty: 3576.769531
	Iteration 235Q: 3 clusters Score -7501489 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41066 members 
Mstep: Class 2 contains 19135 members 
Entering Unmasked Estep 
Score: -7501488.000000 Penalty: 3576.769531
	Iteration 236Q: 3 clusters Score -7501488 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41071 members 
Mstep: Class 2 contains 19130 members 
Entering Unmasked Estep 
Score: -7501489.000000 Penalty: 3576.769531
	Iteration 237Q: 3 clusters Score -7501489 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41077 members 
Mstep: Class 2 contains 19124 members 
Entering Unmasked Estep 
Score: -7501492.000000 Penalty: 3576.769531
	Iteration 238Q: 3 clusters Score -7501492 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41083 members 
Mstep: Class 2 contains 19118 members 
Entering Unmasked Estep 
Score: -7501498.000000 Penalty: 3576.769531
	Iteration 239Q: 3 clusters Score -7501498 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41089 members 
Mstep: Class 2 contains 19112 members 
Entering Unmasked Estep 
Score: -7501495.000000 Penalty: 3576.769531
	Iteration 240F: 3 clusters Score -7501495 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41092 members 
Mstep: Class 2 contains 19109 members 
Entering Unmasked Estep 
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	Iteration 241Q: 3 clusters Score -7501488 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41093 members 
Mstep: Class 2 contains 19108 members 
Entering Unmasked Estep 
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	Iteration 242Q: 3 clusters Score -7501489 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41093 members 
Mstep: Class 2 contains 19108 members 
Entering Unmasked Estep 
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	Iteration 243F: 3 clusters Score -7501489 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (47532 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 47532 members 
Entering Unmasked Estep 
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	Iteration 0F: 2 clusters Score -5503013 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23842 members 
Mstep: Class 2 contains 23690 members 
Entering Unmasked Estep 
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	Iteration 0F: 3 clusters Score -5471202 nChanged 22419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24843 members 
Mstep: Class 2 contains 22689 members 
Entering Unmasked Estep 
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	Iteration 1F: 3 clusters Score -5485202 nChanged 2988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25491 members 
Mstep: Class 2 contains 22041 members 
Entering Unmasked Estep 
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	Iteration 2F: 3 clusters Score -5486812 nChanged 3162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26339 members 
Mstep: Class 2 contains 21193 members 
Entering Unmasked Estep 
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	Iteration 3F: 3 clusters Score -5488640 nChanged 3121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27314 members 
Mstep: Class 2 contains 20218 members 
Entering Unmasked Estep 
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	Iteration 4F: 3 clusters Score -5490404 nChanged 2965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28379 members 
Mstep: Class 2 contains 19153 members 
Entering Unmasked Estep 
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	Iteration 5F: 3 clusters Score -5492062 nChanged 2715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29526 members 
Mstep: Class 2 contains 18006 members 
Entering Unmasked Estep 
Score: -5493635.000000 Penalty: 3499.976562
	Iteration 6F: 3 clusters Score -5493635 nChanged 2617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30829 members 
Mstep: Class 2 contains 16703 members 
Entering Unmasked Estep 
Score: -5495221.500000 Penalty: 3499.976562
	Iteration 7F: 3 clusters Score -5495222 nChanged 2425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32244 members 
Mstep: Class 2 contains 15288 members 
Entering Unmasked Estep 
Score: -5496726.500000 Penalty: 3499.976562
	Iteration 8F: 3 clusters Score -5496726 nChanged 2245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33691 members 
Mstep: Class 2 contains 13841 members 
Entering Unmasked Estep 
Score: -5498151.000000 Penalty: 3499.976562
	Iteration 9Q: 3 clusters Score -5498151 nChanged 1982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35097 members 
Mstep: Class 2 contains 12435 members 
Entering Unmasked Estep 
Score: -5499418.500000 Penalty: 3499.976562
	Iteration 10Q: 3 clusters Score -5499418 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36307 members 
Mstep: Class 2 contains 11225 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -5500378 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37319 members 
Mstep: Class 2 contains 10213 members 
Entering Unmasked Estep 
Score: -5501105.500000 Penalty: 3499.976562
	Iteration 12Q: 3 clusters Score -5501106 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38174 members 
Mstep: Class 2 contains 9358 members 
Entering Unmasked Estep 
Score: -5501638.000000 Penalty: 3499.976562
	Iteration 13Q: 3 clusters Score -5501638 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38914 members 
Mstep: Class 2 contains 8618 members 
Entering Unmasked Estep 
Score: -5502021.500000 Penalty: 3499.976562
	Iteration 14Q: 3 clusters Score -5502022 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39517 members 
Mstep: Class 2 contains 8015 members 
Entering Unmasked Estep 
Score: -5502325.500000 Penalty: 3499.976562
	Iteration 15Q: 3 clusters Score -5502326 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40069 members 
Mstep: Class 2 contains 7463 members 
Entering Unmasked Estep 
Score: -5502578.500000 Penalty: 3499.976562
	Iteration 16Q: 3 clusters Score -5502578 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40545 members 
Mstep: Class 2 contains 6987 members 
Entering Unmasked Estep 
Score: -5502779.000000 Penalty: 3499.976562
	Iteration 17Q: 3 clusters Score -5502779 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40921 members 
Mstep: Class 2 contains 6611 members 
Entering Unmasked Estep 
Score: -5502908.500000 Penalty: 3499.976562
	Iteration 18Q: 3 clusters Score -5502908 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41235 members 
Mstep: Class 2 contains 6297 members 
Entering Unmasked Estep 
Score: -5502999.500000 Penalty: 3499.976562
	Iteration 19Q: 3 clusters Score -5503000 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41491 members 
Mstep: Class 2 contains 6041 members 
Entering Unmasked Estep 
Score: -5503073.500000 Penalty: 3499.976562
	Iteration 20F: 3 clusters Score -5503074 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41711 members 
Mstep: Class 2 contains 5821 members 
Entering Unmasked Estep 
Score: -5503154.500000 Penalty: 3499.976562
	Iteration 21Q: 3 clusters Score -5503154 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41906 members 
Mstep: Class 2 contains 5626 members 
Entering Unmasked Estep 
Score: -5503243.500000 Penalty: 3499.976562
	Iteration 22Q: 3 clusters Score -5503244 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42080 members 
Mstep: Class 2 contains 5452 members 
Entering Unmasked Estep 
Score: -5503366.000000 Penalty: 3499.976562
	Iteration 23Q: 3 clusters Score -5503366 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42243 members 
Mstep: Class 2 contains 5289 members 
Entering Unmasked Estep 
Score: -5503447.000000 Penalty: 3499.976562
	Iteration 24Q: 3 clusters Score -5503447 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42359 members 
Mstep: Class 2 contains 5173 members 
Entering Unmasked Estep 
Score: -5503520.000000 Penalty: 3499.976562
	Iteration 25Q: 3 clusters Score -5503520 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42474 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -5503566.500000 Penalty: 3499.976562
	Iteration 26Q: 3 clusters Score -5503566 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42548 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -5503588.000000 Penalty: 3499.976562
	Iteration 27Q: 3 clusters Score -5503588 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42616 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
Score: -5503598.000000 Penalty: 3499.976562
	Iteration 28Q: 3 clusters Score -5503598 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42653 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -5503619.500000 Penalty: 3499.976562
	Iteration 29Q: 3 clusters Score -5503620 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42700 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -5503618.500000 Penalty: 3499.976562
	Iteration 30Q: 3 clusters Score -5503618 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42743 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -5503620.500000 Penalty: 3499.976562
	Iteration 31Q: 3 clusters Score -5503620 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42774 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -5503625.000000 Penalty: 3499.976562
	Iteration 32Q: 3 clusters Score -5503625 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42797 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -5503627.500000 Penalty: 3499.976562
	Iteration 33Q: 3 clusters Score -5503628 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42814 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -5503627.500000 Penalty: 3499.976562
	Iteration 34Q: 3 clusters Score -5503628 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42835 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -5503611.500000 Penalty: 3499.976562
	Iteration 35Q: 3 clusters Score -5503612 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42856 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -5503612.000000 Penalty: 3499.976562
	Iteration 36Q: 3 clusters Score -5503612 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42868 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -5503602.500000 Penalty: 3499.976562
	Iteration 37Q: 3 clusters Score -5503602 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42873 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -5503610.000000 Penalty: 3499.976562
	Iteration 38Q: 3 clusters Score -5503610 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42877 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -5503604.500000 Penalty: 3499.976562
	Iteration 39Q: 3 clusters Score -5503604 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42879 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -5503602.500000 Penalty: 3499.976562
	Iteration 40F: 3 clusters Score -5503602 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42883 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -5503603.500000 Penalty: 3499.976562
	Iteration 41Q: 3 clusters Score -5503604 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42888 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -5503605.000000 Penalty: 3499.976562
	Iteration 42Q: 3 clusters Score -5503605 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42893 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
Score: -5503606.000000 Penalty: 3499.976562
	Iteration 43Q: 3 clusters Score -5503606 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42898 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -5503610.500000 Penalty: 3499.976562
	Iteration 44Q: 3 clusters Score -5503610 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42905 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -5503614.000000 Penalty: 3499.976562
	Iteration 45Q: 3 clusters Score -5503614 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42915 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -5503617.500000 Penalty: 3499.976562
	Iteration 46Q: 3 clusters Score -5503618 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42929 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -5503619.000000 Penalty: 3499.976562
	Iteration 47Q: 3 clusters Score -5503619 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42941 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -5503629.000000 Penalty: 3499.976562
	Iteration 48Q: 3 clusters Score -5503629 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42948 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -5503621.500000 Penalty: 3499.976562
	Iteration 49Q: 3 clusters Score -5503622 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42953 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -5503623.500000 Penalty: 3499.976562
	Iteration 50Q: 3 clusters Score -5503624 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42957 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -5503627.000000 Penalty: 3499.976562
	Iteration 51Q: 3 clusters Score -5503627 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42957 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -5503631.500000 Penalty: 3499.976562
	Iteration 52Q: 3 clusters Score -5503632 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42959 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -5503629.500000 Penalty: 3499.976562
	Iteration 53Q: 3 clusters Score -5503630 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42962 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -5503637.500000 Penalty: 3499.976562
	Iteration 54Q: 3 clusters Score -5503638 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42967 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -5503637.000000 Penalty: 3499.976562
	Iteration 55Q: 3 clusters Score -5503637 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42976 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -5503644.000000 Penalty: 3499.976562
	Iteration 56Q: 3 clusters Score -5503644 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42981 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -5503638.000000 Penalty: 3499.976562
	Iteration 57Q: 3 clusters Score -5503638 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42986 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -5503629.000000 Penalty: 3499.976562
	Iteration 58Q: 3 clusters Score -5503629 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42990 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -5503632.500000 Penalty: 3499.976562
	Iteration 59Q: 3 clusters Score -5503632 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42995 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -5503628.500000 Penalty: 3499.976562
	Iteration 60F: 3 clusters Score -5503628 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43001 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -5503629.000000 Penalty: 3499.976562
	Iteration 61Q: 3 clusters Score -5503629 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43003 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -5503635.000000 Penalty: 3499.976562
	Iteration 62Q: 3 clusters Score -5503635 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43007 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -5503630.000000 Penalty: 3499.976562
	Iteration 63Q: 3 clusters Score -5503630 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43010 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -5503630.000000 Penalty: 3499.976562
	Iteration 64Q: 3 clusters Score -5503630 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43017 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -5503634.500000 Penalty: 3499.976562
	Iteration 65Q: 3 clusters Score -5503634 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43021 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -5503637.500000 Penalty: 3499.976562
	Iteration 66Q: 3 clusters Score -5503638 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43025 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -5503630.500000 Penalty: 3499.976562
	Iteration 67Q: 3 clusters Score -5503630 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43027 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -5503628.000000 Penalty: 3499.976562
	Iteration 68Q: 3 clusters Score -5503628 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43028 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -5503627.500000 Penalty: 3499.976562
	Iteration 69Q: 3 clusters Score -5503628 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43029 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -5503631.500000 Penalty: 3499.976562
	Iteration 70Q: 3 clusters Score -5503632 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43029 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -5503631.500000 Penalty: 3499.976562
	Iteration 71F: 3 clusters Score -5503632 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 60201 members 
Mstep: Class 2 contains 43029 members 
Mstep: Class 3 contains 9984 members 
Mstep: Class 4 contains 8422 members 
Mstep: Class 5 contains 20043 members 
Mstep: Class 6 contains 9594 members 
Mstep: Class 7 contains 1054 members 
Mstep: Class 8 contains 4503 members 
Mstep: Class 9 contains 7072 members 
Mstep: Class 10 contains 132934 members 
Mstep: Class 11 contains 13963 members 
Mstep: Class 12 contains 74813 members 
Mstep: Class 13 contains 19420 members 
Mstep: Class 14 contains 90717 members 
Mstep: Class 15 contains 17648 members 
Mstep: Class 16 contains 69561 members 
Mstep: Class 17 contains 21055 members 
Mstep: Class 18 contains 18548 members 
Mstep: Class 19 contains 59665 members 
Mstep: Class 20 contains 4868 members 
Mstep: Class 21 contains 8775 members 
Mstep: Class 22 contains 19352 members 
Mstep: Class 23 contains 44980 members 
Mstep: Class 24 contains 60378 members 
Entering Unmasked Estep 
Score: -100152944.000000 Penalty: 53109.531250
Splitting cluster 2 changes total score from -100152128.000000 to -100152944.000000
So it's getting split into cluster 8.
Entering ConstructFrom: 
Trying to split cluster 3 (9984 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9984 members 
Entering Unmasked Estep 
Score: -1216064.375000 Penalty: 1496.420166
	Iteration 0F: 2 clusters Score -1216064 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -1209068.375000 Penalty: 2992.840332
	Iteration 0F: 3 clusters Score -1209068 nChanged 4374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -1212760.875000 Penalty: 2992.840332
	Iteration 1F: 3 clusters Score -1212761 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 5835 members 
Entering Unmasked Estep 
Score: -1213920.625000 Penalty: 2992.840332
	Iteration 2F: 3 clusters Score -1213921 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 6171 members 
Entering Unmasked Estep 
Score: -1214711.000000 Penalty: 2992.840332
	Iteration 3F: 3 clusters Score -1214711 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 6442 members 
Entering Unmasked Estep 
Score: -1215236.375000 Penalty: 2992.840332
	Iteration 4F: 3 clusters Score -1215236 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 6676 members 
Entering Unmasked Estep 
Score: -1215569.250000 Penalty: 2992.840332
	Iteration 5F: 3 clusters Score -1215569 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 6879 members 
Entering Unmasked Estep 
Score: -1215747.000000 Penalty: 2992.840332
	Iteration 6Q: 3 clusters Score -1215747 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 7092 members 
Entering Unmasked Estep 
Score: -1215860.750000 Penalty: 2992.840332
	Iteration 7Q: 3 clusters Score -1215861 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 7299 members 
Entering Unmasked Estep 
Score: -1215966.000000 Penalty: 2992.840332
	Iteration 8Q: 3 clusters Score -1215966 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 7468 members 
Entering Unmasked Estep 
Score: -1216043.875000 Penalty: 2992.840332
	Iteration 9Q: 3 clusters Score -1216044 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 7591 members 
Entering Unmasked Estep 
Score: -1216147.625000 Penalty: 2992.840332
	Iteration 10Q: 3 clusters Score -1216148 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 7676 members 
Entering Unmasked Estep 
Score: -1216347.875000 Penalty: 2992.840332
	Iteration 11Q: 3 clusters Score -1216348 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 7725 members 
Entering Unmasked Estep 
Score: -1216612.750000 Penalty: 2992.840332
	Iteration 12Q: 3 clusters Score -1216613 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 7737 members 
Entering Unmasked Estep 
Score: -1216933.000000 Penalty: 2992.840332
	Iteration 13Q: 3 clusters Score -1216933 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 7773 members 
Entering Unmasked Estep 
Score: -1217197.375000 Penalty: 2992.840332
	Iteration 14Q: 3 clusters Score -1217197 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 7809 members 
Entering Unmasked Estep 
Score: -1217428.500000 Penalty: 2992.840332
	Iteration 15Q: 3 clusters Score -1217428 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 7820 members 
Entering Unmasked Estep 
Score: -1217571.125000 Penalty: 2992.840332
	Iteration 16Q: 3 clusters Score -1217571 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 7816 members 
Entering Unmasked Estep 
Score: -1217701.375000 Penalty: 2992.840332
	Iteration 17Q: 3 clusters Score -1217701 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 7804 members 
Entering Unmasked Estep 
Score: -1217780.625000 Penalty: 2992.840332
	Iteration 18Q: 3 clusters Score -1217781 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 7783 members 
Entering Unmasked Estep 
Score: -1217863.625000 Penalty: 2992.840332
	Iteration 19Q: 3 clusters Score -1217864 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 7773 members 
Entering Unmasked Estep 
Score: -1217955.750000 Penalty: 2992.840332
	Iteration 20F: 3 clusters Score -1217956 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 7751 members 
Entering Unmasked Estep 
Score: -1218042.375000 Penalty: 2992.840332
	Iteration 21Q: 3 clusters Score -1218042 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 7725 members 
Entering Unmasked Estep 
Score: -1218136.500000 Penalty: 2992.840332
	Iteration 22Q: 3 clusters Score -1218136 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 7688 members 
Entering Unmasked Estep 
Score: -1218228.125000 Penalty: 2992.840332
	Iteration 23Q: 3 clusters Score -1218228 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 7657 members 
Entering Unmasked Estep 
Score: -1218339.625000 Penalty: 2992.840332
	Iteration 24Q: 3 clusters Score -1218340 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 7639 members 
Entering Unmasked Estep 
Score: -1218439.500000 Penalty: 2992.840332
	Iteration 25Q: 3 clusters Score -1218440 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 7607 members 
Entering Unmasked Estep 
Score: -1218521.375000 Penalty: 2992.840332
	Iteration 26Q: 3 clusters Score -1218521 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 7581 members 
Entering Unmasked Estep 
Score: -1218584.500000 Penalty: 2992.840332
	Iteration 27Q: 3 clusters Score -1218584 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 7554 members 
Entering Unmasked Estep 
Score: -1218617.875000 Penalty: 2992.840332
	Iteration 28Q: 3 clusters Score -1218618 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 7546 members 
Entering Unmasked Estep 
Score: -1218673.250000 Penalty: 2992.840332
	Iteration 29Q: 3 clusters Score -1218673 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 7535 members 
Entering Unmasked Estep 
Score: -1218693.375000 Penalty: 2992.840332
	Iteration 30Q: 3 clusters Score -1218693 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 7527 members 
Entering Unmasked Estep 
Score: -1218719.250000 Penalty: 2992.840332
	Iteration 31Q: 3 clusters Score -1218719 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 7519 members 
Entering Unmasked Estep 
Score: -1218734.625000 Penalty: 2992.840332
	Iteration 32Q: 3 clusters Score -1218735 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 7510 members 
Entering Unmasked Estep 
Score: -1218738.125000 Penalty: 2992.840332
	Iteration 33Q: 3 clusters Score -1218738 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 7500 members 
Entering Unmasked Estep 
Score: -1218750.500000 Penalty: 2992.840332
	Iteration 34Q: 3 clusters Score -1218750 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 7499 members 
Entering Unmasked Estep 
Score: -1218757.500000 Penalty: 2992.840332
	Iteration 35Q: 3 clusters Score -1218758 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 7492 members 
Entering Unmasked Estep 
Score: -1218760.000000 Penalty: 2992.840332
	Iteration 36Q: 3 clusters Score -1218760 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 7486 members 
Entering Unmasked Estep 
Score: -1218758.875000 Penalty: 2992.840332
	Iteration 37Q: 3 clusters Score -1218759 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 7486 members 
Entering Unmasked Estep 
Score: -1218891.125000 Penalty: 2992.840332
	Iteration 38F: 3 clusters Score -1218891 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 7452 members 
Entering Unmasked Estep 
Score: -1219025.250000 Penalty: 2992.840332
	Iteration 39Q: 3 clusters Score -1219025 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 7381 members 
Entering Unmasked Estep 
Score: -1219167.750000 Penalty: 2992.840332
	Iteration 40F: 3 clusters Score -1219168 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 7326 members 
Entering Unmasked Estep 
Score: -1219288.250000 Penalty: 2992.840332
	Iteration 41Q: 3 clusters Score -1219288 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 7284 members 
Entering Unmasked Estep 
Score: -1219351.875000 Penalty: 2992.840332
	Iteration 42Q: 3 clusters Score -1219352 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 7259 members 
Entering Unmasked Estep 
Score: -1219377.250000 Penalty: 2992.840332
	Iteration 43Q: 3 clusters Score -1219377 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 7257 members 
Entering Unmasked Estep 
Score: -1219387.375000 Penalty: 2992.840332
	Iteration 44Q: 3 clusters Score -1219387 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 7256 members 
Entering Unmasked Estep 
Score: -1219396.500000 Penalty: 2992.840332
	Iteration 45Q: 3 clusters Score -1219396 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 7254 members 
Entering Unmasked Estep 
Score: -1219398.500000 Penalty: 2992.840332
	Iteration 46Q: 3 clusters Score -1219398 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 7251 members 
Entering Unmasked Estep 
Score: -1219402.875000 Penalty: 2992.840332
	Iteration 47Q: 3 clusters Score -1219403 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 7255 members 
Entering Unmasked Estep 
Score: -1219403.500000 Penalty: 2992.840332
	Iteration 48Q: 3 clusters Score -1219404 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 7258 members 
Entering Unmasked Estep 
Score: -1219400.000000 Penalty: 2992.840332
	Iteration 49Q: 3 clusters Score -1219400 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 7256 members 
Entering Unmasked Estep 
Score: -1219401.875000 Penalty: 2992.840332
	Iteration 50Q: 3 clusters Score -1219402 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 7256 members 
Entering Unmasked Estep 
Score: -1219401.125000 Penalty: 2992.840332
	Iteration 51Q: 3 clusters Score -1219401 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 7256 members 
Entering Unmasked Estep 
Score: -1219401.625000 Penalty: 2992.840332
	Iteration 52Q: 3 clusters Score -1219402 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 7256 members 
Entering Unmasked Estep 
Score: -1219401.625000 Penalty: 2992.840332
	Iteration 53F: 3 clusters Score -1219402 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 60201 members 
Mstep: Class 2 contains 43029 members 
Mstep: Class 3 contains 2728 members 
Mstep: Class 4 contains 8422 members 
Mstep: Class 5 contains 20043 members 
Mstep: Class 6 contains 9594 members 
Mstep: Class 7 contains 1054 members 
Mstep: Class 8 contains 4503 members 
Mstep: Class 9 contains 7072 members 
Mstep: Class 10 contains 132934 members 
Mstep: Class 11 contains 13963 members 
Mstep: Class 12 contains 74813 members 
Mstep: Class 13 contains 19420 members 
Mstep: Class 14 contains 90717 members 
Mstep: Class 15 contains 17648 members 
Mstep: Class 16 contains 69561 members 
Mstep: Class 17 contains 21055 members 
Mstep: Class 18 contains 18548 members 
Mstep: Class 19 contains 59665 members 
Mstep: Class 20 contains 4868 members 
Mstep: Class 21 contains 8775 members 
Mstep: Class 22 contains 19352 members 
Mstep: Class 23 contains 44980 members 
Mstep: Class 24 contains 60378 members 
Mstep: Class 25 contains 7256 members 
Entering Unmasked Estep 
Score: -100156016.000000 Penalty: 55322.429688
Splitting cluster 3 changes total score from -100152128.000000 to -100156016.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 4 (8422 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8422 members 
Entering Unmasked Estep 
Score: -1021468.000000 Penalty: 1468.772949
	Iteration 0F: 2 clusters Score -1021468 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -1015328.000000 Penalty: 2937.545898
	Iteration 0F: 3 clusters Score -1015328 nChanged 3568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -1017444.312500 Penalty: 2937.545898
	Iteration 1F: 3 clusters Score -1017444 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -1018051.562500 Penalty: 2937.545898
	Iteration 2F: 3 clusters Score -1018052 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -1018790.000000 Penalty: 2937.545898
	Iteration 3F: 3 clusters Score -1018790 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -1019498.312500 Penalty: 2937.545898
	Iteration 4F: 3 clusters Score -1019498 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -1020180.312500 Penalty: 2937.545898
	Iteration 5F: 3 clusters Score -1020180 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -1020835.875000 Penalty: 2937.545898
	Iteration 6F: 3 clusters Score -1020836 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -1021511.625000 Penalty: 2937.545898
	Iteration 7F: 3 clusters Score -1021512 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -1022025.312500 Penalty: 2937.545898
	Iteration 8F: 3 clusters Score -1022025 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -1022521.937500 Penalty: 2937.545898
	Iteration 9Q: 3 clusters Score -1022522 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -1023044.937500 Penalty: 2937.545898
	Iteration 10Q: 3 clusters Score -1023045 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -1023564.187500 Penalty: 2937.545898
	Iteration 11Q: 3 clusters Score -1023564 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -1023808.437500 Penalty: 2937.545898
	Iteration 12Q: 3 clusters Score -1023808 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -1023868.812500 Penalty: 2937.545898
	Iteration 13Q: 3 clusters Score -1023869 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -1023901.187500 Penalty: 2937.545898
	Iteration 14Q: 3 clusters Score -1023901 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -1023916.125000 Penalty: 2937.545898
	Iteration 15Q: 3 clusters Score -1023916 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -1023927.062500 Penalty: 2937.545898
	Iteration 16Q: 3 clusters Score -1023927 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -1023937.687500 Penalty: 2937.545898
	Iteration 17Q: 3 clusters Score -1023938 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -1023942.687500 Penalty: 2937.545898
	Iteration 18Q: 3 clusters Score -1023943 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 4924 members 
Entering Unmasked Estep 
Score: -1023946.937500 Penalty: 2937.545898
	Iteration 19Q: 3 clusters Score -1023947 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
Score: -1023948.062500 Penalty: 2937.545898
	Iteration 20F: 3 clusters Score -1023948 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -1023950.500000 Penalty: 2937.545898
	Iteration 21Q: 3 clusters Score -1023950 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -1023950.375000 Penalty: 2937.545898
	Iteration 22Q: 3 clusters Score -1023950 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -1023950.375000 Penalty: 2937.545898
	Iteration 23Q: 3 clusters Score -1023950 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 4946 members 
Entering Unmasked Estep 
Score: -1023950.937500 Penalty: 2937.545898
	Iteration 24Q: 3 clusters Score -1023951 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 4946 members 
Entering Unmasked Estep 
Score: -1023950.937500 Penalty: 2937.545898
	Iteration 25F: 3 clusters Score -1023951 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 60201 members 
Mstep: Class 2 contains 43029 members 
Mstep: Class 3 contains 2728 members 
Mstep: Class 4 contains 3476 members 
Mstep: Class 5 contains 20043 members 
Mstep: Class 6 contains 9594 members 
Mstep: Class 7 contains 1054 members 
Mstep: Class 8 contains 4503 members 
Mstep: Class 9 contains 7072 members 
Mstep: Class 10 contains 132934 members 
Mstep: Class 11 contains 13963 members 
Mstep: Class 12 contains 74813 members 
Mstep: Class 13 contains 19420 members 
Mstep: Class 14 contains 90717 members 
Mstep: Class 15 contains 17648 members 
Mstep: Class 16 contains 69561 members 
Mstep: Class 17 contains 21055 members 
Mstep: Class 18 contains 18548 members 
Mstep: Class 19 contains 59665 members 
Mstep: Class 20 contains 4868 members 
Mstep: Class 21 contains 8775 members 
Mstep: Class 22 contains 19352 members 
Mstep: Class 23 contains 44980 members 
Mstep: Class 24 contains 60378 members 
Mstep: Class 25 contains 7256 members 
Mstep: Class 26 contains 4946 members 
Entering Unmasked Estep 
Score: -100157856.000000 Penalty: 57535.324219
Splitting cluster 4 changes total score from -100152128.000000 to -100157856.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 5 (20043 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20043 members 
Entering Unmasked Estep 
Score: -2508124.250000 Penalty: 1609.665649
	Iteration 0F: 2 clusters Score -2508124 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10108 members 
Mstep: Class 2 contains 9935 members 
Entering Unmasked Estep 
Score: -2494383.500000 Penalty: 3219.331299
	Iteration 0F: 3 clusters Score -2494384 nChanged 9182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10494 members 
Mstep: Class 2 contains 9549 members 
Entering Unmasked Estep 
Score: -2499601.250000 Penalty: 3219.331299
	Iteration 1F: 3 clusters Score -2499601 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10735 members 
Mstep: Class 2 contains 9308 members 
Entering Unmasked Estep 
Score: -2500210.000000 Penalty: 3219.331299
	Iteration 2F: 3 clusters Score -2500210 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11024 members 
Mstep: Class 2 contains 9019 members 
Entering Unmasked Estep 
Score: -2501115.500000 Penalty: 3219.331299
	Iteration 3F: 3 clusters Score -2501116 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11570 members 
Mstep: Class 2 contains 8473 members 
Entering Unmasked Estep 
Score: -2502221.250000 Penalty: 3219.331299
	Iteration 4F: 3 clusters Score -2502221 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12401 members 
Mstep: Class 2 contains 7642 members 
Entering Unmasked Estep 
Score: -2503419.750000 Penalty: 3219.331299
	Iteration 5F: 3 clusters Score -2503420 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13411 members 
Mstep: Class 2 contains 6632 members 
Entering Unmasked Estep 
Score: -2504892.750000 Penalty: 3219.331299
	Iteration 6F: 3 clusters Score -2504893 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14382 members 
Mstep: Class 2 contains 5661 members 
Entering Unmasked Estep 
Score: -2506389.250000 Penalty: 3219.331299
	Iteration 7F: 3 clusters Score -2506389 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15004 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
Score: -2507662.750000 Penalty: 3219.331299
	Iteration 8F: 3 clusters Score -2507663 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15331 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -2508371.500000 Penalty: 3219.331299
	Iteration 9Q: 3 clusters Score -2508372 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15475 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -2508670.750000 Penalty: 3219.331299
	Iteration 10Q: 3 clusters Score -2508671 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15562 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -2508823.250000 Penalty: 3219.331299
	Iteration 11Q: 3 clusters Score -2508823 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15619 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -2508917.750000 Penalty: 3219.331299
	Iteration 12Q: 3 clusters Score -2508918 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15671 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -2508965.750000 Penalty: 3219.331299
	Iteration 13Q: 3 clusters Score -2508966 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15741 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -2509001.250000 Penalty: 3219.331299
	Iteration 14Q: 3 clusters Score -2509001 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15805 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -2509026.500000 Penalty: 3219.331299
	Iteration 15Q: 3 clusters Score -2509026 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15859 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -2509046.000000 Penalty: 3219.331299
	Iteration 16Q: 3 clusters Score -2509046 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15922 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -2509072.500000 Penalty: 3219.331299
	Iteration 17Q: 3 clusters Score -2509072 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16000 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -2509093.500000 Penalty: 3219.331299
	Iteration 18Q: 3 clusters Score -2509094 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16085 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -2509123.750000 Penalty: 3219.331299
	Iteration 19Q: 3 clusters Score -2509124 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16162 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -2509150.000000 Penalty: 3219.331299
	Iteration 20F: 3 clusters Score -2509150 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16255 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -2509186.750000 Penalty: 3219.331299
	Iteration 21Q: 3 clusters Score -2509187 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16339 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -2509222.500000 Penalty: 3219.331299
	Iteration 22Q: 3 clusters Score -2509222 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16416 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -2509253.250000 Penalty: 3219.331299
	Iteration 23Q: 3 clusters Score -2509253 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16489 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -2509278.250000 Penalty: 3219.331299
	Iteration 24Q: 3 clusters Score -2509278 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16548 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -2509290.500000 Penalty: 3219.331299
	Iteration 25Q: 3 clusters Score -2509290 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16594 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -2509310.500000 Penalty: 3219.331299
	Iteration 26Q: 3 clusters Score -2509310 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16634 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -2509319.000000 Penalty: 3219.331299
	Iteration 27Q: 3 clusters Score -2509319 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16681 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -2509332.000000 Penalty: 3219.331299
	Iteration 28Q: 3 clusters Score -2509332 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16716 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -2509332.750000 Penalty: 3219.331299
	Iteration 29Q: 3 clusters Score -2509333 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16749 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -2509338.500000 Penalty: 3219.331299
	Iteration 30Q: 3 clusters Score -2509338 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16779 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -2509342.250000 Penalty: 3219.331299
	Iteration 31Q: 3 clusters Score -2509342 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16809 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -2509344.750000 Penalty: 3219.331299
	Iteration 32Q: 3 clusters Score -2509345 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16834 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -2509351.750000 Penalty: 3219.331299
	Iteration 33Q: 3 clusters Score -2509352 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16850 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -2509350.500000 Penalty: 3219.331299
	Iteration 34Q: 3 clusters Score -2509350 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16860 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -2509354.500000 Penalty: 3219.331299
	Iteration 35Q: 3 clusters Score -2509354 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16873 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -2509350.250000 Penalty: 3219.331299
	Iteration 36Q: 3 clusters Score -2509350 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16883 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -2509354.000000 Penalty: 3219.331299
	Iteration 37Q: 3 clusters Score -2509354 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16895 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -2509357.250000 Penalty: 3219.331299
	Iteration 38Q: 3 clusters Score -2509357 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16903 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -2509360.000000 Penalty: 3219.331299
	Iteration 39Q: 3 clusters Score -2509360 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16912 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -2509361.500000 Penalty: 3219.331299
	Iteration 40F: 3 clusters Score -2509362 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16917 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -2509365.000000 Penalty: 3219.331299
	Iteration 41Q: 3 clusters Score -2509365 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16924 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -2509360.500000 Penalty: 3219.331299
	Iteration 42Q: 3 clusters Score -2509360 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16929 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -2509365.750000 Penalty: 3219.331299
	Iteration 43Q: 3 clusters Score -2509366 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16935 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -2509362.750000 Penalty: 3219.331299
	Iteration 44Q: 3 clusters Score -2509363 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16938 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -2509363.000000 Penalty: 3219.331299
	Iteration 45Q: 3 clusters Score -2509363 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16941 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -2509366.250000 Penalty: 3219.331299
	Iteration 46Q: 3 clusters Score -2509366 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16944 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -2509368.000000 Penalty: 3219.331299
	Iteration 47Q: 3 clusters Score -2509368 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16947 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -2509365.000000 Penalty: 3219.331299
	Iteration 48Q: 3 clusters Score -2509365 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16948 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -2509367.750000 Penalty: 3219.331299
	Iteration 49Q: 3 clusters Score -2509368 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16949 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -2509365.750000 Penalty: 3219.331299
	Iteration 50Q: 3 clusters Score -2509366 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16949 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -2509365.750000 Penalty: 3219.331299
	Iteration 51F: 3 clusters Score -2509366 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 60201 members 
Mstep: Class 2 contains 43029 members 
Mstep: Class 3 contains 2728 members 
Mstep: Class 4 contains 3476 members 
Mstep: Class 5 contains 16949 members 
Mstep: Class 6 contains 9594 members 
Mstep: Class 7 contains 1054 members 
Mstep: Class 8 contains 4503 members 
Mstep: Class 9 contains 7072 members 
Mstep: Class 10 contains 132934 members 
Mstep: Class 11 contains 13963 members 
Mstep: Class 12 contains 74813 members 
Mstep: Class 13 contains 19420 members 
Mstep: Class 14 contains 90717 members 
Mstep: Class 15 contains 17648 members 
Mstep: Class 16 contains 69561 members 
Mstep: Class 17 contains 21055 members 
Mstep: Class 18 contains 18548 members 
Mstep: Class 19 contains 59665 members 
Mstep: Class 20 contains 4868 members 
Mstep: Class 21 contains 8775 members 
Mstep: Class 22 contains 19352 members 
Mstep: Class 23 contains 44980 members 
Mstep: Class 24 contains 60378 members 
Mstep: Class 25 contains 7256 members 
Mstep: Class 26 contains 4946 members 
Mstep: Class 27 contains 3094 members 
Entering Unmasked Estep 
Score: -100158856.000000 Penalty: 59748.222656
Splitting cluster 5 changes total score from -100152128.000000 to -100158856.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 6 (9594 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9594 members 
Entering Unmasked Estep 
Score: -1181629.750000 Penalty: 1489.945068
	Iteration 0F: 2 clusters Score -1181630 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -1174769.375000 Penalty: 2979.890137
	Iteration 0F: 3 clusters Score -1174769 nChanged 4086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -1177001.000000 Penalty: 2979.890137
	Iteration 1F: 3 clusters Score -1177001 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -1177526.500000 Penalty: 2979.890137
	Iteration 2F: 3 clusters Score -1177526 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5878 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -1178139.250000 Penalty: 2979.890137
	Iteration 3F: 3 clusters Score -1178139 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6260 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -1178828.875000 Penalty: 2979.890137
	Iteration 4F: 3 clusters Score -1178829 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -1179584.125000 Penalty: 2979.890137
	Iteration 5F: 3 clusters Score -1179584 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6959 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -1180233.875000 Penalty: 2979.890137
	Iteration 6F: 3 clusters Score -1180234 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7159 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -1180648.875000 Penalty: 2979.890137
	Iteration 7Q: 3 clusters Score -1180649 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7261 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -1180898.500000 Penalty: 2979.890137
	Iteration 8Q: 3 clusters Score -1180898 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7332 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -1181080.125000 Penalty: 2979.890137
	Iteration 9Q: 3 clusters Score -1181080 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7398 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -1181292.375000 Penalty: 2979.890137
	Iteration 10Q: 3 clusters Score -1181292 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7452 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -1181607.000000 Penalty: 2979.890137
	Iteration 11Q: 3 clusters Score -1181607 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7479 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -1181959.375000 Penalty: 2979.890137
	Iteration 12Q: 3 clusters Score -1181959 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7474 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -1182190.875000 Penalty: 2979.890137
	Iteration 13Q: 3 clusters Score -1182191 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7429 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -1182305.125000 Penalty: 2979.890137
	Iteration 14Q: 3 clusters Score -1182305 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7398 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -1182351.875000 Penalty: 2979.890137
	Iteration 15Q: 3 clusters Score -1182352 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7380 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -1182370.875000 Penalty: 2979.890137
	Iteration 16Q: 3 clusters Score -1182371 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7351 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -1182385.500000 Penalty: 2979.890137
	Iteration 17Q: 3 clusters Score -1182386 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7326 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -1182392.375000 Penalty: 2979.890137
	Iteration 18Q: 3 clusters Score -1182392 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7309 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -1182396.375000 Penalty: 2979.890137
	Iteration 19Q: 3 clusters Score -1182396 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7299 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -1182396.125000 Penalty: 2979.890137
	Iteration 20F: 3 clusters Score -1182396 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7290 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -1182399.625000 Penalty: 2979.890137
	Iteration 21Q: 3 clusters Score -1182400 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7285 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -1182399.000000 Penalty: 2979.890137
	Iteration 22Q: 3 clusters Score -1182399 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7279 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -1182403.000000 Penalty: 2979.890137
	Iteration 23Q: 3 clusters Score -1182403 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7275 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -1182402.625000 Penalty: 2979.890137
	Iteration 24Q: 3 clusters Score -1182403 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7268 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -1182403.625000 Penalty: 2979.890137
	Iteration 25Q: 3 clusters Score -1182404 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7261 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -1182405.000000 Penalty: 2979.890137
	Iteration 26Q: 3 clusters Score -1182405 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7251 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -1182406.750000 Penalty: 2979.890137
	Iteration 27Q: 3 clusters Score -1182407 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7245 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -1182408.875000 Penalty: 2979.890137
	Iteration 28Q: 3 clusters Score -1182409 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7240 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -1182407.375000 Penalty: 2979.890137
	Iteration 29Q: 3 clusters Score -1182407 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7232 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -1182408.125000 Penalty: 2979.890137
	Iteration 30Q: 3 clusters Score -1182408 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7223 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -1182410.875000 Penalty: 2979.890137
	Iteration 31Q: 3 clusters Score -1182411 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7212 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -1182411.000000 Penalty: 2979.890137
	Iteration 32Q: 3 clusters Score -1182411 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7205 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -1182410.750000 Penalty: 2979.890137
	Iteration 33Q: 3 clusters Score -1182411 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7198 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -1182411.750000 Penalty: 2979.890137
	Iteration 34Q: 3 clusters Score -1182412 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7189 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -1182416.000000 Penalty: 2979.890137
	Iteration 35Q: 3 clusters Score -1182416 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7179 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -1182416.375000 Penalty: 2979.890137
	Iteration 36Q: 3 clusters Score -1182416 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7168 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -1182422.625000 Penalty: 2979.890137
	Iteration 37Q: 3 clusters Score -1182423 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7156 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -1182424.125000 Penalty: 2979.890137
	Iteration 38Q: 3 clusters Score -1182424 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7143 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -1182424.875000 Penalty: 2979.890137
	Iteration 39Q: 3 clusters Score -1182425 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7128 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -1182428.000000 Penalty: 2979.890137
	Iteration 40F: 3 clusters Score -1182428 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7110 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -1182432.625000 Penalty: 2979.890137
	Iteration 41Q: 3 clusters Score -1182433 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7101 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -1182434.500000 Penalty: 2979.890137
	Iteration 42Q: 3 clusters Score -1182434 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7095 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -1182433.125000 Penalty: 2979.890137
	Iteration 43Q: 3 clusters Score -1182433 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7088 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -1182435.125000 Penalty: 2979.890137
	Iteration 44Q: 3 clusters Score -1182435 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7080 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -1182435.375000 Penalty: 2979.890137
	Iteration 45Q: 3 clusters Score -1182435 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7074 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -1182435.875000 Penalty: 2979.890137
	Iteration 46Q: 3 clusters Score -1182436 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7071 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -1182434.125000 Penalty: 2979.890137
	Iteration 47Q: 3 clusters Score -1182434 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7070 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -1182434.625000 Penalty: 2979.890137
	Iteration 48Q: 3 clusters Score -1182435 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7066 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -1182436.875000 Penalty: 2979.890137
	Iteration 49Q: 3 clusters Score -1182437 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7061 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -1182438.875000 Penalty: 2979.890137
	Iteration 50Q: 3 clusters Score -1182439 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7053 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -1182438.750000 Penalty: 2979.890137
	Iteration 51Q: 3 clusters Score -1182439 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -1182441.000000 Penalty: 2979.890137
	Iteration 52Q: 3 clusters Score -1182441 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7033 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -1182445.000000 Penalty: 2979.890137
	Iteration 53Q: 3 clusters Score -1182445 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7024 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -1182445.625000 Penalty: 2979.890137
	Iteration 54Q: 3 clusters Score -1182446 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7017 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -1182446.875000 Penalty: 2979.890137
	Iteration 55Q: 3 clusters Score -1182447 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7013 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -1182446.125000 Penalty: 2979.890137
	Iteration 56Q: 3 clusters Score -1182446 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7006 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -1182450.375000 Penalty: 2979.890137
	Iteration 57Q: 3 clusters Score -1182450 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6999 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -1182451.375000 Penalty: 2979.890137
	Iteration 58Q: 3 clusters Score -1182451 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6996 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -1182450.875000 Penalty: 2979.890137
	Iteration 59Q: 3 clusters Score -1182451 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6995 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -1182452.125000 Penalty: 2979.890137
	Iteration 60F: 3 clusters Score -1182452 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6993 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -1182452.500000 Penalty: 2979.890137
	Iteration 61Q: 3 clusters Score -1182452 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6989 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -1182454.750000 Penalty: 2979.890137
	Iteration 62Q: 3 clusters Score -1182455 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6987 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -1182454.625000 Penalty: 2979.890137
	Iteration 63Q: 3 clusters Score -1182455 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6984 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -1182452.250000 Penalty: 2979.890137
	Iteration 64Q: 3 clusters Score -1182452 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6984 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -1182452.250000 Penalty: 2979.890137
	Iteration 65F: 3 clusters Score -1182452 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 60201 members 
Mstep: Class 2 contains 43029 members 
Mstep: Class 3 contains 2728 members 
Mstep: Class 4 contains 3476 members 
Mstep: Class 5 contains 16949 members 
Mstep: Class 6 contains 6984 members 
Mstep: Class 7 contains 1054 members 
Mstep: Class 8 contains 4503 members 
Mstep: Class 9 contains 7072 members 
Mstep: Class 10 contains 132934 members 
Mstep: Class 11 contains 13963 members 
Mstep: Class 12 contains 74813 members 
Mstep: Class 13 contains 19420 members 
Mstep: Class 14 contains 90717 members 
Mstep: Class 15 contains 17648 members 
Mstep: Class 16 contains 69561 members 
Mstep: Class 17 contains 21055 members 
Mstep: Class 18 contains 18548 members 
Mstep: Class 19 contains 59665 members 
Mstep: Class 20 contains 4868 members 
Mstep: Class 21 contains 8775 members 
Mstep: Class 22 contains 19352 members 
Mstep: Class 23 contains 44980 members 
Mstep: Class 24 contains 60378 members 
Mstep: Class 25 contains 7256 members 
Mstep: Class 26 contains 4946 members 
Mstep: Class 27 contains 3094 members 
Mstep: Class 28 contains 2610 members 
Entering Unmasked Estep 
Score: -100158952.000000 Penalty: 61961.117188
Splitting cluster 6 changes total score from -100152128.000000 to -100158952.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 7 (1054 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Entering Unmasked Estep 
Score: -106534.210938 Penalty: 1131.056519
	Iteration 0F: 2 clusters Score -106534.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -105323.289062 Penalty: 2262.113037
	Iteration 0F: 3 clusters Score -105323.3 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -106207.375000 Penalty: 2262.113037
	Iteration 1F: 3 clusters Score -106207.4 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -107891.601562 Penalty: 2262.113037
	Iteration 2F: 3 clusters Score -107891.6 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -109546.132812 Penalty: 2262.113037
	Iteration 3F: 3 clusters Score -109546.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -110571.789062 Penalty: 2262.113037
	Iteration 4F: 3 clusters Score -110571.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -110755.000000 Penalty: 2262.113037
	Iteration 5Q: 3 clusters Score -110755 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -110772.523438 Penalty: 2262.113037
	Iteration 6Q: 3 clusters Score -110772.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -110785.195312 Penalty: 2262.113037
	Iteration 7Q: 3 clusters Score -110785.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -110880.250000 Penalty: 2262.113037
	Iteration 8Q: 3 clusters Score -110880.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -110908.882812 Penalty: 2262.113037
	Iteration 9Q: 3 clusters Score -110908.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -110933.414062 Penalty: 2262.113037
	Iteration 10Q: 3 clusters Score -110933.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -110960.882812 Penalty: 2262.113037
	Iteration 11Q: 3 clusters Score -110960.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -110965.796875 Penalty: 2262.113037
	Iteration 12Q: 3 clusters Score -110965.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -110965.796875 Penalty: 2262.113037
	Iteration 13F: 3 clusters Score -110965.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 60201 members 
Mstep: Class 2 contains 43029 members 
Mstep: Class 3 contains 2728 members 
Mstep: Class 4 contains 3476 members 
Mstep: Class 5 contains 16949 members 
Mstep: Class 6 contains 6984 members 
Mstep: Class 7 contains 447 members 
Mstep: Class 8 contains 4503 members 
Mstep: Class 9 contains 7072 members 
Mstep: Class 10 contains 132934 members 
Mstep: Class 11 contains 13963 members 
Mstep: Class 12 contains 74813 members 
Mstep: Class 13 contains 19420 members 
Mstep: Class 14 contains 90717 members 
Mstep: Class 15 contains 17648 members 
Mstep: Class 16 contains 69561 members 
Mstep: Class 17 contains 21055 members 
Mstep: Class 18 contains 18548 members 
Mstep: Class 19 contains 59665 members 
Mstep: Class 20 contains 4868 members 
Mstep: Class 21 contains 8775 members 
Mstep: Class 22 contains 19352 members 
Mstep: Class 23 contains 44980 members 
Mstep: Class 24 contains 60378 members 
Mstep: Class 25 contains 7256 members 
Mstep: Class 26 contains 4946 members 
Mstep: Class 27 contains 3094 members 
Mstep: Class 28 contains 2610 members 
Mstep: Class 29 contains 607 members 
Entering Unmasked Estep 
Score: -100162392.000000 Penalty: 64174.015625
Splitting cluster 7 changes total score from -100152128.000000 to -100162392.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 9 (7072 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7072 members 
Entering Unmasked Estep 
Score: -844948.000000 Penalty: 1440.383423
	Iteration 0F: 2 clusters Score -844948 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -839670.437500 Penalty: 2880.766846
	Iteration 0F: 3 clusters Score -839670.4 nChanged 2990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -841476.625000 Penalty: 2880.766846
	Iteration 1F: 3 clusters Score -841476.6 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -841869.812500 Penalty: 2880.766846
	Iteration 2F: 3 clusters Score -841869.8 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -842297.312500 Penalty: 2880.766846
	Iteration 3F: 3 clusters Score -842297.3 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -842926.812500 Penalty: 2880.766846
	Iteration 4F: 3 clusters Score -842926.8 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -843671.937500 Penalty: 2880.766846
	Iteration 5F: 3 clusters Score -843671.9 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -844336.625000 Penalty: 2880.766846
	Iteration 6F: 3 clusters Score -844336.6 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -844751.625000 Penalty: 2880.766846
	Iteration 7F: 3 clusters Score -844751.6 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -844939.687500 Penalty: 2880.766846
	Iteration 8Q: 3 clusters Score -844939.7 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5317 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -845034.750000 Penalty: 2880.766846
	Iteration 9Q: 3 clusters Score -845034.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -845097.625000 Penalty: 2880.766846
	Iteration 10Q: 3 clusters Score -845097.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5335 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -845155.250000 Penalty: 2880.766846
	Iteration 11Q: 3 clusters Score -845155.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -845243.562500 Penalty: 2880.766846
	Iteration 12Q: 3 clusters Score -845243.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -845310.437500 Penalty: 2880.766846
	Iteration 13Q: 3 clusters Score -845310.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5282 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -845338.437500 Penalty: 2880.766846
	Iteration 14Q: 3 clusters Score -845338.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -845357.000000 Penalty: 2880.766846
	Iteration 15Q: 3 clusters Score -845357 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5270 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -845362.812500 Penalty: 2880.766846
	Iteration 16Q: 3 clusters Score -845362.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5264 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -845369.562500 Penalty: 2880.766846
	Iteration 17Q: 3 clusters Score -845369.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -845375.062500 Penalty: 2880.766846
	Iteration 18Q: 3 clusters Score -845375.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -845374.437500 Penalty: 2880.766846
	Iteration 19Q: 3 clusters Score -845374.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -845375.750000 Penalty: 2880.766846
	Iteration 20F: 3 clusters Score -845375.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5246 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -845377.750000 Penalty: 2880.766846
	Iteration 21Q: 3 clusters Score -845377.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -845384.250000 Penalty: 2880.766846
	Iteration 22Q: 3 clusters Score -845384.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5240 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -845387.687500 Penalty: 2880.766846
	Iteration 23Q: 3 clusters Score -845387.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -845389.625000 Penalty: 2880.766846
	Iteration 24Q: 3 clusters Score -845389.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5241 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -845392.687500 Penalty: 2880.766846
	Iteration 25Q: 3 clusters Score -845392.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -845395.562500 Penalty: 2880.766846
	Iteration 26Q: 3 clusters Score -845395.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -845398.375000 Penalty: 2880.766846
	Iteration 27Q: 3 clusters Score -845398.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5246 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -845401.437500 Penalty: 2880.766846
	Iteration 28Q: 3 clusters Score -845401.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -845404.750000 Penalty: 2880.766846
	Iteration 29Q: 3 clusters Score -845404.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -845407.937500 Penalty: 2880.766846
	Iteration 30Q: 3 clusters Score -845407.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -845413.312500 Penalty: 2880.766846
	Iteration 31Q: 3 clusters Score -845413.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5261 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -845416.125000 Penalty: 2880.766846
	Iteration 32Q: 3 clusters Score -845416.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -845421.312500 Penalty: 2880.766846
	Iteration 33Q: 3 clusters Score -845421.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5273 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -845428.437500 Penalty: 2880.766846
	Iteration 34Q: 3 clusters Score -845428.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5274 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -845430.937500 Penalty: 2880.766846
	Iteration 35Q: 3 clusters Score -845430.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -845437.125000 Penalty: 2880.766846
	Iteration 36Q: 3 clusters Score -845437.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -845441.062500 Penalty: 2880.766846
	Iteration 37Q: 3 clusters Score -845441.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5280 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -845447.062500 Penalty: 2880.766846
	Iteration 38Q: 3 clusters Score -845447.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5278 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -845453.625000 Penalty: 2880.766846
	Iteration 39Q: 3 clusters Score -845453.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5274 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -845460.562500 Penalty: 2880.766846
	Iteration 40F: 3 clusters Score -845460.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -845464.687500 Penalty: 2880.766846
	Iteration 41Q: 3 clusters Score -845464.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5265 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -845472.250000 Penalty: 2880.766846
	Iteration 42Q: 3 clusters Score -845472.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5261 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -845478.750000 Penalty: 2880.766846
	Iteration 43Q: 3 clusters Score -845478.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -845491.000000 Penalty: 2880.766846
	Iteration 44Q: 3 clusters Score -845491 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -845500.812500 Penalty: 2880.766846
	Iteration 45Q: 3 clusters Score -845500.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -845512.562500 Penalty: 2880.766846
	Iteration 46Q: 3 clusters Score -845512.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5242 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -845530.562500 Penalty: 2880.766846
	Iteration 47Q: 3 clusters Score -845530.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5236 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -845546.000000 Penalty: 2880.766846
	Iteration 48Q: 3 clusters Score -845546 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5227 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -845563.062500 Penalty: 2880.766846
	Iteration 49Q: 3 clusters Score -845563.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -845579.000000 Penalty: 2880.766846
	Iteration 50Q: 3 clusters Score -845579 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -845587.062500 Penalty: 2880.766846
	Iteration 51Q: 3 clusters Score -845587.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5167 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -845606.000000 Penalty: 2880.766846
	Iteration 52Q: 3 clusters Score -845606 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -845621.312500 Penalty: 2880.766846
	Iteration 53Q: 3 clusters Score -845621.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -845633.812500 Penalty: 2880.766846
	Iteration 54Q: 3 clusters Score -845633.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -845646.312500 Penalty: 2880.766846
	Iteration 55Q: 3 clusters Score -845646.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -845665.312500 Penalty: 2880.766846
	Iteration 56Q: 3 clusters Score -845665.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4969 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -845690.937500 Penalty: 2880.766846
	Iteration 57Q: 3 clusters Score -845690.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -845723.500000 Penalty: 2880.766846
	Iteration 58Q: 3 clusters Score -845723.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -845771.000000 Penalty: 2880.766846
	Iteration 59Q: 3 clusters Score -845771 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -845858.062500 Penalty: 2880.766846
	Iteration 60F: 3 clusters Score -845858.1 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -845975.812500 Penalty: 2880.766846
	Iteration 61Q: 3 clusters Score -845975.8 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -846081.250000 Penalty: 2880.766846
	Iteration 62Q: 3 clusters Score -846081.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -846166.625000 Penalty: 2880.766846
	Iteration 63Q: 3 clusters Score -846166.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -846236.125000 Penalty: 2880.766846
	Iteration 64Q: 3 clusters Score -846236.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -846279.562500 Penalty: 2880.766846
	Iteration 65Q: 3 clusters Score -846279.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -846316.812500 Penalty: 2880.766846
	Iteration 66Q: 3 clusters Score -846316.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -846341.312500 Penalty: 2880.766846
	Iteration 67Q: 3 clusters Score -846341.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -846350.687500 Penalty: 2880.766846
	Iteration 68Q: 3 clusters Score -846350.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -846357.375000 Penalty: 2880.766846
	Iteration 69Q: 3 clusters Score -846357.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -846360.000000 Penalty: 2880.766846
	Iteration 70Q: 3 clusters Score -846360 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -846362.500000 Penalty: 2880.766846
	Iteration 71Q: 3 clusters Score -846362.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -846363.125000 Penalty: 2880.766846
	Iteration 72Q: 3 clusters Score -846363.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -846363.812500 Penalty: 2880.766846
	Iteration 73Q: 3 clusters Score -846363.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -846363.500000 Penalty: 2880.766846
	Iteration 74Q: 3 clusters Score -846363.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -846363.500000 Penalty: 2880.766846
	Iteration 75Q: 3 clusters Score -846363.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -846364.937500 Penalty: 2880.766846
	Iteration 76Q: 3 clusters Score -846364.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -846365.125000 Penalty: 2880.766846
	Iteration 77Q: 3 clusters Score -846365.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -846364.250000 Penalty: 2880.766846
	Iteration 78Q: 3 clusters Score -846364.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -846363.812500 Penalty: 2880.766846
	Iteration 79Q: 3 clusters Score -846363.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -846364.250000 Penalty: 2880.766846
	Iteration 80F: 3 clusters Score -846364.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 60201 members 
Mstep: Class 2 contains 43029 members 
Mstep: Class 3 contains 2728 members 
Mstep: Class 4 contains 3476 members 
Mstep: Class 5 contains 16949 members 
Mstep: Class 6 contains 6984 members 
Mstep: Class 7 contains 447 members 
Mstep: Class 8 contains 4503 members 
Mstep: Class 9 contains 3974 members 
Mstep: Class 10 contains 132934 members 
Mstep: Class 11 contains 13963 members 
Mstep: Class 12 contains 74813 members 
Mstep: Class 13 contains 19420 members 
Mstep: Class 14 contains 90717 members 
Mstep: Class 15 contains 17648 members 
Mstep: Class 16 contains 69561 members 
Mstep: Class 17 contains 21055 members 
Mstep: Class 18 contains 18548 members 
Mstep: Class 19 contains 59665 members 
Mstep: Class 20 contains 4868 members 
Mstep: Class 21 contains 8775 members 
Mstep: Class 22 contains 19352 members 
Mstep: Class 23 contains 44980 members 
Mstep: Class 24 contains 60378 members 
Mstep: Class 25 contains 7256 members 
Mstep: Class 26 contains 4946 members 
Mstep: Class 27 contains 3094 members 
Mstep: Class 28 contains 2610 members 
Mstep: Class 29 contains 607 members 
Mstep: Class 30 contains 3098 members 
Entering Unmasked Estep 
Score: -100162960.000000 Penalty: 66386.914062
Splitting cluster 9 changes total score from -100152128.000000 to -100162960.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 10 (132934 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132934 members 
Entering Unmasked Estep 
Score: -17127740.000000 Penalty: 1917.111328
	Iteration 0F: 2 clusters Score -1.712774e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66694 members 
Mstep: Class 2 contains 66240 members 
Entering Unmasked Estep 
Score: -17050956.000000 Penalty: 3834.222656
	Iteration 0F: 3 clusters Score -1.705096e+07 nChanged 64106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70712 members 
Mstep: Class 2 contains 62222 members 
Entering Unmasked Estep 
Score: -17088344.000000 Penalty: 3834.222656
	Iteration 1F: 3 clusters Score -1.708834e+07 nChanged 4621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73535 members 
Mstep: Class 2 contains 59399 members 
Entering Unmasked Estep 
Score: -17089730.000000 Penalty: 3834.222656
	Iteration 2Q: 3 clusters Score -1.708973e+07 nChanged 5911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77800 members 
Mstep: Class 2 contains 55134 members 
Entering Unmasked Estep 
Score: -17092030.000000 Penalty: 3834.222656
	Iteration 3Q: 3 clusters Score -1.709203e+07 nChanged 7578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83842 members 
Mstep: Class 2 contains 49092 members 
Entering Unmasked Estep 
Score: -17095500.000000 Penalty: 3834.222656
	Iteration 4F: 3 clusters Score -1.70955e+07 nChanged 9197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91701 members 
Mstep: Class 2 contains 41233 members 
Entering Unmasked Estep 
Score: -17100356.000000 Penalty: 3834.222656
	Iteration 5F: 3 clusters Score -1.710036e+07 nChanged 10119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100632 members 
Mstep: Class 2 contains 32302 members 
Entering Unmasked Estep 
Score: -17106598.000000 Penalty: 3834.222656
	Iteration 6F: 3 clusters Score -1.71066e+07 nChanged 9553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109315 members 
Mstep: Class 2 contains 23619 members 
Entering Unmasked Estep 
Score: -17113106.000000 Penalty: 3834.222656
	Iteration 7F: 3 clusters Score -1.711311e+07 nChanged 7890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116673 members 
Mstep: Class 2 contains 16261 members 
Entering Unmasked Estep 
Score: -17119448.000000 Penalty: 3834.222656
	Iteration 8F: 3 clusters Score -1.711945e+07 nChanged 5540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121883 members 
Mstep: Class 2 contains 11051 members 
Entering Unmasked Estep 
Score: -17123374.000000 Penalty: 3834.222656
	Iteration 9Q: 3 clusters Score -1.712337e+07 nChanged 3548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125251 members 
Mstep: Class 2 contains 7683 members 
Entering Unmasked Estep 
Score: -17125504.000000 Penalty: 3834.222656
	Iteration 10Q: 3 clusters Score -1.71255e+07 nChanged 2117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127234 members 
Mstep: Class 2 contains 5700 members 
Entering Unmasked Estep 
Score: -17126348.000000 Penalty: 3834.222656
	Iteration 11Q: 3 clusters Score -1.712635e+07 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128446 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -17126764.000000 Penalty: 3834.222656
	Iteration 12Q: 3 clusters Score -1.712676e+07 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129234 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -17126992.000000 Penalty: 3834.222656
	Iteration 13Q: 3 clusters Score -1.712699e+07 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129777 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -17127068.000000 Penalty: 3834.222656
	Iteration 14Q: 3 clusters Score -1.712707e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130136 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -17127162.000000 Penalty: 3834.222656
	Iteration 15Q: 3 clusters Score -1.712716e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130420 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -17127210.000000 Penalty: 3834.222656
	Iteration 16Q: 3 clusters Score -1.712721e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130630 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -17127256.000000 Penalty: 3834.222656
	Iteration 17Q: 3 clusters Score -1.712726e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130767 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -17127256.000000 Penalty: 3834.222656
	Iteration 18Q: 3 clusters Score -1.712726e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130859 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -17127296.000000 Penalty: 3834.222656
	Iteration 19Q: 3 clusters Score -1.71273e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130942 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -17127302.000000 Penalty: 3834.222656
	Iteration 20F: 3 clusters Score -1.71273e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130999 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -17127336.000000 Penalty: 3834.222656
	Iteration 21Q: 3 clusters Score -1.712734e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131053 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -17127370.000000 Penalty: 3834.222656
	Iteration 22Q: 3 clusters Score -1.712737e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131117 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -17127340.000000 Penalty: 3834.222656
	Iteration 23Q: 3 clusters Score -1.712734e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131158 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -17127326.000000 Penalty: 3834.222656
	Iteration 24Q: 3 clusters Score -1.712733e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131180 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -17127330.000000 Penalty: 3834.222656
	Iteration 25Q: 3 clusters Score -1.712733e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131205 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -17127346.000000 Penalty: 3834.222656
	Iteration 26Q: 3 clusters Score -1.712735e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131234 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -17127372.000000 Penalty: 3834.222656
	Iteration 27Q: 3 clusters Score -1.712737e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131257 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -17127358.000000 Penalty: 3834.222656
	Iteration 28Q: 3 clusters Score -1.712736e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131269 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -17127334.000000 Penalty: 3834.222656
	Iteration 29Q: 3 clusters Score -1.712733e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131282 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -17127324.000000 Penalty: 3834.222656
	Iteration 30Q: 3 clusters Score -1.712732e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131299 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -17127336.000000 Penalty: 3834.222656
	Iteration 31Q: 3 clusters Score -1.712734e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131319 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -17127322.000000 Penalty: 3834.222656
	Iteration 32Q: 3 clusters Score -1.712732e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131336 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -17127336.000000 Penalty: 3834.222656
	Iteration 33Q: 3 clusters Score -1.712734e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131354 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -17127360.000000 Penalty: 3834.222656
	Iteration 34Q: 3 clusters Score -1.712736e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131371 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -17127344.000000 Penalty: 3834.222656
	Iteration 35Q: 3 clusters Score -1.712734e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131387 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -17127362.000000 Penalty: 3834.222656
	Iteration 36Q: 3 clusters Score -1.712736e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131402 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -17127376.000000 Penalty: 3834.222656
	Iteration 37Q: 3 clusters Score -1.712738e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131419 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -17127402.000000 Penalty: 3834.222656
	Iteration 38Q: 3 clusters Score -1.71274e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131439 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -17127404.000000 Penalty: 3834.222656
	Iteration 39Q: 3 clusters Score -1.71274e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131450 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -17127408.000000 Penalty: 3834.222656
	Iteration 40F: 3 clusters Score -1.712741e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131465 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -17127426.000000 Penalty: 3834.222656
	Iteration 41Q: 3 clusters Score -1.712743e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131477 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -17127426.000000 Penalty: 3834.222656
	Iteration 42Q: 3 clusters Score -1.712743e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131483 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -17127404.000000 Penalty: 3834.222656
	Iteration 43Q: 3 clusters Score -1.71274e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131482 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -17127416.000000 Penalty: 3834.222656
	Iteration 44Q: 3 clusters Score -1.712742e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131486 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -17127414.000000 Penalty: 3834.222656
	Iteration 45Q: 3 clusters Score -1.712741e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131487 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -17127422.000000 Penalty: 3834.222656
	Iteration 46Q: 3 clusters Score -1.712742e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131492 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -17127426.000000 Penalty: 3834.222656
	Iteration 47Q: 3 clusters Score -1.712743e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131496 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -17127418.000000 Penalty: 3834.222656
	Iteration 48Q: 3 clusters Score -1.712742e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131499 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -17127416.000000 Penalty: 3834.222656
	Iteration 49Q: 3 clusters Score -1.712742e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131506 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -17127414.000000 Penalty: 3834.222656
	Iteration 50Q: 3 clusters Score -1.712741e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131514 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -17127408.000000 Penalty: 3834.222656
	Iteration 51Q: 3 clusters Score -1.712741e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131520 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -17127418.000000 Penalty: 3834.222656
	Iteration 52Q: 3 clusters Score -1.712742e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131522 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -17127410.000000 Penalty: 3834.222656
	Iteration 53Q: 3 clusters Score -1.712741e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131526 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -17127416.000000 Penalty: 3834.222656
	Iteration 54Q: 3 clusters Score -1.712742e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131532 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -17127404.000000 Penalty: 3834.222656
	Iteration 55Q: 3 clusters Score -1.71274e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131536 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -17127410.000000 Penalty: 3834.222656
	Iteration 56Q: 3 clusters Score -1.712741e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131537 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -17127412.000000 Penalty: 3834.222656
	Iteration 57Q: 3 clusters Score -1.712741e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131539 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -17127420.000000 Penalty: 3834.222656
	Iteration 58Q: 3 clusters Score -1.712742e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131538 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -17127428.000000 Penalty: 3834.222656
	Iteration 59Q: 3 clusters Score -1.712743e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131538 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -17127410.000000 Penalty: 3834.222656
	Iteration 60F: 3 clusters Score -1.712741e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131537 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -17127408.000000 Penalty: 3834.222656
	Iteration 61Q: 3 clusters Score -1.712741e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131537 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -17127410.000000 Penalty: 3834.222656
	Iteration 62Q: 3 clusters Score -1.712741e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131538 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -17127410.000000 Penalty: 3834.222656
	Iteration 63Q: 3 clusters Score -1.712741e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131540 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -17127410.000000 Penalty: 3834.222656
	Iteration 64Q: 3 clusters Score -1.712741e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131544 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -17127420.000000 Penalty: 3834.222656
	Iteration 65Q: 3 clusters Score -1.712742e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131544 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -17127432.000000 Penalty: 3834.222656
	Iteration 66Q: 3 clusters Score -1.712743e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131547 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -17127434.000000 Penalty: 3834.222656
	Iteration 67Q: 3 clusters Score -1.712743e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131548 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -17127438.000000 Penalty: 3834.222656
	Iteration 68Q: 3 clusters Score -1.712744e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131549 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -17127426.000000 Penalty: 3834.222656
	Iteration 69Q: 3 clusters Score -1.712743e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131550 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -17127426.000000 Penalty: 3834.222656
	Iteration 70Q: 3 clusters Score -1.712743e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131552 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -17127412.000000 Penalty: 3834.222656
	Iteration 71Q: 3 clusters Score -1.712741e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131553 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -17127422.000000 Penalty: 3834.222656
	Iteration 72Q: 3 clusters Score -1.712742e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131554 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -17127418.000000 Penalty: 3834.222656
	Iteration 73Q: 3 clusters Score -1.712742e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131556 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -17127422.000000 Penalty: 3834.222656
	Iteration 74Q: 3 clusters Score -1.712742e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131556 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -17127422.000000 Penalty: 3834.222656
	Iteration 75F: 3 clusters Score -1.712742e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (13963 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13963 members 
Entering Unmasked Estep 
Score: -1765809.125000 Penalty: 1550.927124
	Iteration 0F: 2 clusters Score -1765809 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6967 members 
Mstep: Class 2 contains 6996 members 
Entering Unmasked Estep 
Score: -1756205.375000 Penalty: 3101.854248
	Iteration 0F: 3 clusters Score -1756205 nChanged 6131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6832 members 
Mstep: Class 2 contains 7131 members 
Entering Unmasked Estep 
Score: -1759488.125000 Penalty: 3101.854248
	Iteration 1F: 3 clusters Score -1759488 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6727 members 
Mstep: Class 2 contains 7236 members 
Entering Unmasked Estep 
Score: -1759970.125000 Penalty: 3101.854248
	Iteration 2F: 3 clusters Score -1759970 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6454 members 
Mstep: Class 2 contains 7509 members 
Entering Unmasked Estep 
Score: -1760616.125000 Penalty: 3101.854248
	Iteration 3F: 3 clusters Score -1760616 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6011 members 
Mstep: Class 2 contains 7952 members 
Entering Unmasked Estep 
Score: -1761482.500000 Penalty: 3101.854248
	Iteration 4F: 3 clusters Score -1761482 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5379 members 
Mstep: Class 2 contains 8584 members 
Entering Unmasked Estep 
Score: -1762565.125000 Penalty: 3101.854248
	Iteration 5F: 3 clusters Score -1762565 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 9178 members 
Entering Unmasked Estep 
Score: -1763612.750000 Penalty: 3101.854248
	Iteration 6F: 3 clusters Score -1763613 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 9625 members 
Entering Unmasked Estep 
Score: -1764316.750000 Penalty: 3101.854248
	Iteration 7F: 3 clusters Score -1764317 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 9989 members 
Entering Unmasked Estep 
Score: -1764812.125000 Penalty: 3101.854248
	Iteration 8F: 3 clusters Score -1764812 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 10235 members 
Entering Unmasked Estep 
Score: -1765176.750000 Penalty: 3101.854248
	Iteration 9Q: 3 clusters Score -1765177 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 10425 members 
Entering Unmasked Estep 
Score: -1765397.500000 Penalty: 3101.854248
	Iteration 10Q: 3 clusters Score -1765398 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 10624 members 
Entering Unmasked Estep 
Score: -1765540.375000 Penalty: 3101.854248
	Iteration 11Q: 3 clusters Score -1765540 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 10802 members 
Entering Unmasked Estep 
Score: -1765626.000000 Penalty: 3101.854248
	Iteration 12Q: 3 clusters Score -1765626 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 10954 members 
Entering Unmasked Estep 
Score: -1765683.000000 Penalty: 3101.854248
	Iteration 13Q: 3 clusters Score -1765683 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 11113 members 
Entering Unmasked Estep 
Score: -1765739.500000 Penalty: 3101.854248
	Iteration 14Q: 3 clusters Score -1765740 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 11256 members 
Entering Unmasked Estep 
Score: -1765786.750000 Penalty: 3101.854248
	Iteration 15Q: 3 clusters Score -1765787 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 11376 members 
Entering Unmasked Estep 
Score: -1765820.000000 Penalty: 3101.854248
	Iteration 16Q: 3 clusters Score -1765820 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 11459 members 
Entering Unmasked Estep 
Score: -1765845.500000 Penalty: 3101.854248
	Iteration 17Q: 3 clusters Score -1765846 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 11537 members 
Entering Unmasked Estep 
Score: -1765863.875000 Penalty: 3101.854248
	Iteration 18Q: 3 clusters Score -1765864 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 11596 members 
Entering Unmasked Estep 
Score: -1765874.625000 Penalty: 3101.854248
	Iteration 19Q: 3 clusters Score -1765875 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 11643 members 
Entering Unmasked Estep 
Score: -1765875.500000 Penalty: 3101.854248
	Iteration 20F: 3 clusters Score -1765876 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 11674 members 
Entering Unmasked Estep 
Score: -1765891.000000 Penalty: 3101.854248
	Iteration 21Q: 3 clusters Score -1765891 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 11705 members 
Entering Unmasked Estep 
Score: -1765889.750000 Penalty: 3101.854248
	Iteration 22Q: 3 clusters Score -1765890 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 11736 members 
Entering Unmasked Estep 
Score: -1765893.750000 Penalty: 3101.854248
	Iteration 23Q: 3 clusters Score -1765894 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 11773 members 
Entering Unmasked Estep 
Score: -1765905.750000 Penalty: 3101.854248
	Iteration 24Q: 3 clusters Score -1765906 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 11806 members 
Entering Unmasked Estep 
Score: -1765909.250000 Penalty: 3101.854248
	Iteration 25Q: 3 clusters Score -1765909 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 11829 members 
Entering Unmasked Estep 
Score: -1765909.625000 Penalty: 3101.854248
	Iteration 26Q: 3 clusters Score -1765910 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 11843 members 
Entering Unmasked Estep 
Score: -1765910.625000 Penalty: 3101.854248
	Iteration 27Q: 3 clusters Score -1765911 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 11850 members 
Entering Unmasked Estep 
Score: -1765909.500000 Penalty: 3101.854248
	Iteration 28Q: 3 clusters Score -1765910 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 11863 members 
Entering Unmasked Estep 
Score: -1765911.375000 Penalty: 3101.854248
	Iteration 29Q: 3 clusters Score -1765911 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 11874 members 
Entering Unmasked Estep 
Score: -1765912.000000 Penalty: 3101.854248
	Iteration 30Q: 3 clusters Score -1765912 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 11881 members 
Entering Unmasked Estep 
Score: -1765913.375000 Penalty: 3101.854248
	Iteration 31Q: 3 clusters Score -1765913 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 11889 members 
Entering Unmasked Estep 
Score: -1765915.750000 Penalty: 3101.854248
	Iteration 32Q: 3 clusters Score -1765916 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 11894 members 
Entering Unmasked Estep 
Score: -1765915.625000 Penalty: 3101.854248
	Iteration 33Q: 3 clusters Score -1765916 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 11897 members 
Entering Unmasked Estep 
Score: -1765916.875000 Penalty: 3101.854248
	Iteration 34Q: 3 clusters Score -1765917 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 11902 members 
Entering Unmasked Estep 
Score: -1765914.875000 Penalty: 3101.854248
	Iteration 35Q: 3 clusters Score -1765915 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 11905 members 
Entering Unmasked Estep 
Score: -1765918.500000 Penalty: 3101.854248
	Iteration 36Q: 3 clusters Score -1765918 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 11913 members 
Entering Unmasked Estep 
Score: -1765919.750000 Penalty: 3101.854248
	Iteration 37Q: 3 clusters Score -1765920 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 11916 members 
Entering Unmasked Estep 
Score: -1765921.250000 Penalty: 3101.854248
	Iteration 38Q: 3 clusters Score -1765921 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 11920 members 
Entering Unmasked Estep 
Score: -1765919.750000 Penalty: 3101.854248
	Iteration 39Q: 3 clusters Score -1765920 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 11924 members 
Entering Unmasked Estep 
Score: -1765920.125000 Penalty: 3101.854248
	Iteration 40F: 3 clusters Score -1765920 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 60201 members 
Mstep: Class 2 contains 43029 members 
Mstep: Class 3 contains 2728 members 
Mstep: Class 4 contains 3476 members 
Mstep: Class 5 contains 16949 members 
Mstep: Class 6 contains 6984 members 
Mstep: Class 7 contains 447 members 
Mstep: Class 8 contains 4503 members 
Mstep: Class 9 contains 3974 members 
Mstep: Class 10 contains 132934 members 
Mstep: Class 11 contains 2039 members 
Mstep: Class 12 contains 74813 members 
Mstep: Class 13 contains 19420 members 
Mstep: Class 14 contains 90717 members 
Mstep: Class 15 contains 17648 members 
Mstep: Class 16 contains 69561 members 
Mstep: Class 17 contains 21055 members 
Mstep: Class 18 contains 18548 members 
Mstep: Class 19 contains 59665 members 
Mstep: Class 20 contains 4868 members 
Mstep: Class 21 contains 8775 members 
Mstep: Class 22 contains 19352 members 
Mstep: Class 23 contains 44980 members 
Mstep: Class 24 contains 60378 members 
Mstep: Class 25 contains 7256 members 
Mstep: Class 26 contains 4946 members 
Mstep: Class 27 contains 3094 members 
Mstep: Class 28 contains 2610 members 
Mstep: Class 29 contains 607 members 
Mstep: Class 30 contains 3098 members 
Mstep: Class 31 contains 11924 members 
Entering Unmasked Estep 
Score: -100162504.000000 Penalty: 68599.812500
Splitting cluster 11 changes total score from -100152128.000000 to -100162504.000000
So it's getting split into cluster 31.
Entering ConstructFrom: 
Trying to split cluster 12 (74813 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74813 members 
Entering Unmasked Estep 
Score: -9498278.000000 Penalty: 1823.696411
	Iteration 0F: 2 clusters Score -9498278 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37579 members 
Mstep: Class 2 contains 37234 members 
Entering Unmasked Estep 
Score: -9448272.000000 Penalty: 3647.392822
	Iteration 0F: 3 clusters Score -9448272 nChanged 35373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38956 members 
Mstep: Class 2 contains 35857 members 
Entering Unmasked Estep 
Score: -9468683.000000 Penalty: 3647.392822
	Iteration 1F: 3 clusters Score -9468683 nChanged 2686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40000 members 
Mstep: Class 2 contains 34813 members 
Entering Unmasked Estep 
Score: -9469573.000000 Penalty: 3647.392822
	Iteration 2Q: 3 clusters Score -9469573 nChanged 3041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41615 members 
Mstep: Class 2 contains 33198 members 
Entering Unmasked Estep 
Score: -9470763.000000 Penalty: 3647.392822
	Iteration 3Q: 3 clusters Score -9470763 nChanged 3666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44113 members 
Mstep: Class 2 contains 30700 members 
Entering Unmasked Estep 
Score: -9472481.000000 Penalty: 3647.392822
	Iteration 4Q: 3 clusters Score -9472481 nChanged 4492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47731 members 
Mstep: Class 2 contains 27082 members 
Entering Unmasked Estep 
Score: -9475179.000000 Penalty: 3647.392822
	Iteration 5F: 3 clusters Score -9475179 nChanged 5517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52628 members 
Mstep: Class 2 contains 22185 members 
Entering Unmasked Estep 
Score: -9479098.000000 Penalty: 3647.392822
	Iteration 6F: 3 clusters Score -9479098 nChanged 6124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58388 members 
Mstep: Class 2 contains 16425 members 
Entering Unmasked Estep 
Score: -9484440.000000 Penalty: 3647.392822
	Iteration 7F: 3 clusters Score -9484440 nChanged 5430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63634 members 
Mstep: Class 2 contains 11179 members 
Entering Unmasked Estep 
Score: -9489371.000000 Penalty: 3647.392822
	Iteration 8F: 3 clusters Score -9489371 nChanged 3694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67196 members 
Mstep: Class 2 contains 7617 members 
Entering Unmasked Estep 
Score: -9492974.000000 Penalty: 3647.392822
	Iteration 9Q: 3 clusters Score -9492974 nChanged 2072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69148 members 
Mstep: Class 2 contains 5665 members 
Entering Unmasked Estep 
Score: -9495365.000000 Penalty: 3647.392822
	Iteration 10Q: 3 clusters Score -9495365 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70069 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -9496735.000000 Penalty: 3647.392822
	Iteration 11Q: 3 clusters Score -9496735 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70500 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -9497272.000000 Penalty: 3647.392822
	Iteration 12Q: 3 clusters Score -9497272 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70773 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -9497495.000000 Penalty: 3647.392822
	Iteration 13Q: 3 clusters Score -9497495 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70949 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -9497607.000000 Penalty: 3647.392822
	Iteration 14Q: 3 clusters Score -9497607 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71082 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -9497673.000000 Penalty: 3647.392822
	Iteration 15Q: 3 clusters Score -9497673 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71193 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -9497720.000000 Penalty: 3647.392822
	Iteration 16Q: 3 clusters Score -9497720 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71278 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -9497727.000000 Penalty: 3647.392822
	Iteration 17Q: 3 clusters Score -9497727 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71336 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -9497754.000000 Penalty: 3647.392822
	Iteration 18Q: 3 clusters Score -9497754 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71382 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -9497748.000000 Penalty: 3647.392822
	Iteration 19Q: 3 clusters Score -9497748 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71418 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -9497774.000000 Penalty: 3647.392822
	Iteration 20F: 3 clusters Score -9497774 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71457 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -9497790.000000 Penalty: 3647.392822
	Iteration 21Q: 3 clusters Score -9497790 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71493 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -9497817.000000 Penalty: 3647.392822
	Iteration 22Q: 3 clusters Score -9497817 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71537 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -9497812.000000 Penalty: 3647.392822
	Iteration 23Q: 3 clusters Score -9497812 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71566 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -9497792.000000 Penalty: 3647.392822
	Iteration 24Q: 3 clusters Score -9497792 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71593 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -9497804.000000 Penalty: 3647.392822
	Iteration 25Q: 3 clusters Score -9497804 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71624 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -9497833.000000 Penalty: 3647.392822
	Iteration 26Q: 3 clusters Score -9497833 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71647 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -9497830.000000 Penalty: 3647.392822
	Iteration 27Q: 3 clusters Score -9497830 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71671 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -9497845.000000 Penalty: 3647.392822
	Iteration 28Q: 3 clusters Score -9497845 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71685 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -9497847.000000 Penalty: 3647.392822
	Iteration 29Q: 3 clusters Score -9497847 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71701 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -9497852.000000 Penalty: 3647.392822
	Iteration 30Q: 3 clusters Score -9497852 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71718 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -9497870.000000 Penalty: 3647.392822
	Iteration 31Q: 3 clusters Score -9497870 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71728 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -9497869.000000 Penalty: 3647.392822
	Iteration 32Q: 3 clusters Score -9497869 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71741 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -9497889.000000 Penalty: 3647.392822
	Iteration 33Q: 3 clusters Score -9497889 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71748 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -9497887.000000 Penalty: 3647.392822
	Iteration 34Q: 3 clusters Score -9497887 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71749 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -9497889.000000 Penalty: 3647.392822
	Iteration 35Q: 3 clusters Score -9497889 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71754 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -9497903.000000 Penalty: 3647.392822
	Iteration 36Q: 3 clusters Score -9497903 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71767 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -9497899.000000 Penalty: 3647.392822
	Iteration 37Q: 3 clusters Score -9497899 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71790 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -9497919.000000 Penalty: 3647.392822
	Iteration 38Q: 3 clusters Score -9497919 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71802 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -9497925.000000 Penalty: 3647.392822
	Iteration 39Q: 3 clusters Score -9497925 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71821 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -9497937.000000 Penalty: 3647.392822
	Iteration 40F: 3 clusters Score -9497937 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71841 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -9497931.000000 Penalty: 3647.392822
	Iteration 41Q: 3 clusters Score -9497931 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71863 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -9497922.000000 Penalty: 3647.392822
	Iteration 42Q: 3 clusters Score -9497922 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71881 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -9497934.000000 Penalty: 3647.392822
	Iteration 43Q: 3 clusters Score -9497934 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71898 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -9497941.000000 Penalty: 3647.392822
	Iteration 44Q: 3 clusters Score -9497941 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71917 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -9497923.000000 Penalty: 3647.392822
	Iteration 45Q: 3 clusters Score -9497923 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71931 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -9497925.000000 Penalty: 3647.392822
	Iteration 46Q: 3 clusters Score -9497925 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71946 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -9497925.000000 Penalty: 3647.392822
	Iteration 47Q: 3 clusters Score -9497925 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71962 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -9497934.000000 Penalty: 3647.392822
	Iteration 48Q: 3 clusters Score -9497934 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71973 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -9497925.000000 Penalty: 3647.392822
	Iteration 49Q: 3 clusters Score -9497925 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71975 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -9497939.000000 Penalty: 3647.392822
	Iteration 50Q: 3 clusters Score -9497939 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71974 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -9497937.000000 Penalty: 3647.392822
	Iteration 51Q: 3 clusters Score -9497937 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71977 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -9497934.000000 Penalty: 3647.392822
	Iteration 52Q: 3 clusters Score -9497934 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71979 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -9497930.000000 Penalty: 3647.392822
	Iteration 53Q: 3 clusters Score -9497930 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71982 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -9497937.000000 Penalty: 3647.392822
	Iteration 54Q: 3 clusters Score -9497937 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71983 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -9497935.000000 Penalty: 3647.392822
	Iteration 55Q: 3 clusters Score -9497935 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71984 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -9497937.000000 Penalty: 3647.392822
	Iteration 56Q: 3 clusters Score -9497937 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71984 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -9497937.000000 Penalty: 3647.392822
	Iteration 57Q: 3 clusters Score -9497937 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71986 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -9497932.000000 Penalty: 3647.392822
	Iteration 58Q: 3 clusters Score -9497932 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71988 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -9497932.000000 Penalty: 3647.392822
	Iteration 59Q: 3 clusters Score -9497932 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71989 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -9497927.000000 Penalty: 3647.392822
	Iteration 60F: 3 clusters Score -9497927 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (19420 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19420 members 
Entering Unmasked Estep 
Score: -2415384.000000 Penalty: 1604.534546
	Iteration 0F: 2 clusters Score -2415384 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9724 members 
Mstep: Class 2 contains 9696 members 
Entering Unmasked Estep 
Score: -2402075.250000 Penalty: 3209.069092
	Iteration 0F: 3 clusters Score -2402075 nChanged 8861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9625 members 
Mstep: Class 2 contains 9795 members 
Entering Unmasked Estep 
Score: -2407110.250000 Penalty: 3209.069092
	Iteration 1F: 3 clusters Score -2407110 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9346 members 
Mstep: Class 2 contains 10074 members 
Entering Unmasked Estep 
Score: -2407969.000000 Penalty: 3209.069092
	Iteration 2F: 3 clusters Score -2407969 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8932 members 
Mstep: Class 2 contains 10488 members 
Entering Unmasked Estep 
Score: -2409286.500000 Penalty: 3209.069092
	Iteration 3F: 3 clusters Score -2409286 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8524 members 
Mstep: Class 2 contains 10896 members 
Entering Unmasked Estep 
Score: -2410872.500000 Penalty: 3209.069092
	Iteration 4F: 3 clusters Score -2410872 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8166 members 
Mstep: Class 2 contains 11254 members 
Entering Unmasked Estep 
Score: -2412290.500000 Penalty: 3209.069092
	Iteration 5F: 3 clusters Score -2412290 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7835 members 
Mstep: Class 2 contains 11585 members 
Entering Unmasked Estep 
Score: -2413190.750000 Penalty: 3209.069092
	Iteration 6F: 3 clusters Score -2413191 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7548 members 
Mstep: Class 2 contains 11872 members 
Entering Unmasked Estep 
Score: -2413690.000000 Penalty: 3209.069092
	Iteration 7F: 3 clusters Score -2413690 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7338 members 
Mstep: Class 2 contains 12082 members 
Entering Unmasked Estep 
Score: -2413920.500000 Penalty: 3209.069092
	Iteration 8Q: 3 clusters Score -2413920 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7156 members 
Mstep: Class 2 contains 12264 members 
Entering Unmasked Estep 
Score: -2414037.750000 Penalty: 3209.069092
	Iteration 9Q: 3 clusters Score -2414038 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6969 members 
Mstep: Class 2 contains 12451 members 
Entering Unmasked Estep 
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	Iteration 10Q: 3 clusters Score -2414103 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6827 members 
Mstep: Class 2 contains 12593 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -2414126 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6688 members 
Mstep: Class 2 contains 12732 members 
Entering Unmasked Estep 
Score: -2414152.250000 Penalty: 3209.069092
	Iteration 12Q: 3 clusters Score -2414152 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6554 members 
Mstep: Class 2 contains 12866 members 
Entering Unmasked Estep 
Score: -2414187.250000 Penalty: 3209.069092
	Iteration 13Q: 3 clusters Score -2414187 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6431 members 
Mstep: Class 2 contains 12989 members 
Entering Unmasked Estep 
Score: -2414201.500000 Penalty: 3209.069092
	Iteration 14Q: 3 clusters Score -2414202 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6311 members 
Mstep: Class 2 contains 13109 members 
Entering Unmasked Estep 
Score: -2414222.750000 Penalty: 3209.069092
	Iteration 15Q: 3 clusters Score -2414223 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6183 members 
Mstep: Class 2 contains 13237 members 
Entering Unmasked Estep 
Score: -2414245.250000 Penalty: 3209.069092
	Iteration 16Q: 3 clusters Score -2414245 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6071 members 
Mstep: Class 2 contains 13349 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -2414269 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5959 members 
Mstep: Class 2 contains 13461 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -2414276 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5834 members 
Mstep: Class 2 contains 13586 members 
Entering Unmasked Estep 
Score: -2414293.500000 Penalty: 3209.069092
	Iteration 19Q: 3 clusters Score -2414294 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5706 members 
Mstep: Class 2 contains 13714 members 
Entering Unmasked Estep 
Score: -2414309.750000 Penalty: 3209.069092
	Iteration 20F: 3 clusters Score -2414310 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5571 members 
Mstep: Class 2 contains 13849 members 
Entering Unmasked Estep 
Score: -2414332.250000 Penalty: 3209.069092
	Iteration 21Q: 3 clusters Score -2414332 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 13982 members 
Entering Unmasked Estep 
Score: -2414352.750000 Penalty: 3209.069092
	Iteration 22Q: 3 clusters Score -2414353 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5312 members 
Mstep: Class 2 contains 14108 members 
Entering Unmasked Estep 
Score: -2414377.000000 Penalty: 3209.069092
	Iteration 23Q: 3 clusters Score -2414377 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 14235 members 
Entering Unmasked Estep 
Score: -2414397.500000 Penalty: 3209.069092
	Iteration 24Q: 3 clusters Score -2414398 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 14371 members 
Entering Unmasked Estep 
Score: -2414425.750000 Penalty: 3209.069092
	Iteration 25Q: 3 clusters Score -2414426 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 14503 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -2414437 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 14618 members 
Entering Unmasked Estep 
Score: -2414448.000000 Penalty: 3209.069092
	Iteration 27Q: 3 clusters Score -2414448 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 14744 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -2414473 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 14876 members 
Entering Unmasked Estep 
Score: -2414502.250000 Penalty: 3209.069092
	Iteration 29Q: 3 clusters Score -2414502 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 15007 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -2414526 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 15144 members 
Entering Unmasked Estep 
Score: -2414551.250000 Penalty: 3209.069092
	Iteration 31Q: 3 clusters Score -2414551 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 15248 members 
Entering Unmasked Estep 
Score: -2414558.750000 Penalty: 3209.069092
	Iteration 32Q: 3 clusters Score -2414559 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 15364 members 
Entering Unmasked Estep 
Score: -2414590.500000 Penalty: 3209.069092
	Iteration 33Q: 3 clusters Score -2414590 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 15484 members 
Entering Unmasked Estep 
Score: -2414608.500000 Penalty: 3209.069092
	Iteration 34Q: 3 clusters Score -2414608 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 15608 members 
Entering Unmasked Estep 
Score: -2414623.000000 Penalty: 3209.069092
	Iteration 35Q: 3 clusters Score -2414623 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 15734 members 
Entering Unmasked Estep 
Score: -2414648.000000 Penalty: 3209.069092
	Iteration 36Q: 3 clusters Score -2414648 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 15850 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -2414670 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 15966 members 
Entering Unmasked Estep 
Score: -2414695.250000 Penalty: 3209.069092
	Iteration 38Q: 3 clusters Score -2414695 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 16065 members 
Entering Unmasked Estep 
Score: -2414710.000000 Penalty: 3209.069092
	Iteration 39Q: 3 clusters Score -2414710 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 16153 members 
Entering Unmasked Estep 
Score: -2414720.500000 Penalty: 3209.069092
	Iteration 40F: 3 clusters Score -2414720 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 16244 members 
Entering Unmasked Estep 
Score: -2414740.500000 Penalty: 3209.069092
	Iteration 41Q: 3 clusters Score -2414740 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 16330 members 
Entering Unmasked Estep 
Score: -2414751.500000 Penalty: 3209.069092
	Iteration 42Q: 3 clusters Score -2414752 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 16393 members 
Entering Unmasked Estep 
Score: -2414762.750000 Penalty: 3209.069092
	Iteration 43Q: 3 clusters Score -2414763 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 16449 members 
Entering Unmasked Estep 
Score: -2414764.750000 Penalty: 3209.069092
	Iteration 44Q: 3 clusters Score -2414765 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 16495 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -2414767 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 16552 members 
Entering Unmasked Estep 
Score: -2414776.250000 Penalty: 3209.069092
	Iteration 46Q: 3 clusters Score -2414776 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 16615 members 
Entering Unmasked Estep 
Score: -2414794.000000 Penalty: 3209.069092
	Iteration 47Q: 3 clusters Score -2414794 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 16659 members 
Entering Unmasked Estep 
Score: -2414795.500000 Penalty: 3209.069092
	Iteration 48Q: 3 clusters Score -2414796 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 16698 members 
Entering Unmasked Estep 
Score: -2414810.250000 Penalty: 3209.069092
	Iteration 49Q: 3 clusters Score -2414810 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 16741 members 
Entering Unmasked Estep 
Score: -2414824.250000 Penalty: 3209.069092
	Iteration 50Q: 3 clusters Score -2414824 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 16804 members 
Entering Unmasked Estep 
Score: -2414824.000000 Penalty: 3209.069092
	Iteration 51Q: 3 clusters Score -2414824 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 16855 members 
Entering Unmasked Estep 
Score: -2414840.250000 Penalty: 3209.069092
	Iteration 52Q: 3 clusters Score -2414840 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 16893 members 
Entering Unmasked Estep 
Score: -2414842.750000 Penalty: 3209.069092
	Iteration 53Q: 3 clusters Score -2414843 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 16931 members 
Entering Unmasked Estep 
Score: -2414847.750000 Penalty: 3209.069092
	Iteration 54Q: 3 clusters Score -2414848 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 16969 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -2414848 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 16996 members 
Entering Unmasked Estep 
Score: -2414854.000000 Penalty: 3209.069092
	Iteration 56Q: 3 clusters Score -2414854 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 17017 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -2414854 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 17035 members 
Entering Unmasked Estep 
Score: -2414853.250000 Penalty: 3209.069092
	Iteration 58Q: 3 clusters Score -2414853 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 17049 members 
Entering Unmasked Estep 
Score: -2414860.000000 Penalty: 3209.069092
	Iteration 59Q: 3 clusters Score -2414860 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 17061 members 
Entering Unmasked Estep 
Score: -2414861.250000 Penalty: 3209.069092
	Iteration 60F: 3 clusters Score -2414861 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 17068 members 
Entering Unmasked Estep 
Score: -2414862.250000 Penalty: 3209.069092
	Iteration 61Q: 3 clusters Score -2414862 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 17073 members 
Entering Unmasked Estep 
Score: -2414860.250000 Penalty: 3209.069092
	Iteration 62Q: 3 clusters Score -2414860 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 17077 members 
Entering Unmasked Estep 
Score: -2414861.000000 Penalty: 3209.069092
	Iteration 63Q: 3 clusters Score -2414861 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 17081 members 
Entering Unmasked Estep 
Score: -2414861.750000 Penalty: 3209.069092
	Iteration 64Q: 3 clusters Score -2414862 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 17089 members 
Entering Unmasked Estep 
Score: -2414863.500000 Penalty: 3209.069092
	Iteration 65Q: 3 clusters Score -2414864 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 17093 members 
Entering Unmasked Estep 
Score: -2414863.750000 Penalty: 3209.069092
	Iteration 66Q: 3 clusters Score -2414864 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 17094 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -2414865 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 17095 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -2414866 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 17097 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -2414868 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 17100 members 
Entering Unmasked Estep 
Score: -2414868.250000 Penalty: 3209.069092
	Iteration 70Q: 3 clusters Score -2414868 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 17102 members 
Entering Unmasked Estep 
Score: -2414870.000000 Penalty: 3209.069092
	Iteration 71Q: 3 clusters Score -2414870 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 17105 members 
Entering Unmasked Estep 
Score: -2414870.750000 Penalty: 3209.069092
	Iteration 72Q: 3 clusters Score -2414871 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 17107 members 
Entering Unmasked Estep 
Score: -2414872.750000 Penalty: 3209.069092
	Iteration 73Q: 3 clusters Score -2414873 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 17109 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -2414871 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 17112 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -2414874 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 17113 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -2414874 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 17116 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -2414874 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 17118 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -2414875 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 17125 members 
Entering Unmasked Estep 
Score: -2414875.500000 Penalty: 3209.069092
	Iteration 79Q: 3 clusters Score -2414876 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 17133 members 
Entering Unmasked Estep 
Score: -2414878.500000 Penalty: 3209.069092
	Iteration 80F: 3 clusters Score -2414878 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 17140 members 
Entering Unmasked Estep 
Score: -2414877.500000 Penalty: 3209.069092
	Iteration 81Q: 3 clusters Score -2414878 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 17147 members 
Entering Unmasked Estep 
Score: -2414873.250000 Penalty: 3209.069092
	Iteration 82Q: 3 clusters Score -2414873 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 17151 members 
Entering Unmasked Estep 
Score: -2414877.500000 Penalty: 3209.069092
	Iteration 83Q: 3 clusters Score -2414878 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 17157 members 
Entering Unmasked Estep 
Score: -2414876.750000 Penalty: 3209.069092
	Iteration 84Q: 3 clusters Score -2414877 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 17167 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -2414871 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 17175 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -2414876 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 17183 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -2414878 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 17192 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -2414878 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 17196 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -2414876 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 17202 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -2414874 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 17209 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -2414876 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 17217 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -2414879 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 17225 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -2414875 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 17230 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -2414878 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 17235 members 
Entering Unmasked Estep 
Score: -2414882.500000 Penalty: 3209.069092
	Iteration 95Q: 3 clusters Score -2414882 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 17238 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -2414883 nChanged 4
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Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 17242 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -2414882 nChanged 7
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Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 17249 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -2414886 nChanged 3
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Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 17252 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -2414885 nChanged 2
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Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 17254 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -2414884 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 17257 members 
Entering Unmasked Estep 
Score: -2414885.500000 Penalty: 3209.069092
	Iteration 101Q: 3 clusters Score -2414886 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 17257 members 
Entering Unmasked Estep 
Score: -2414885.500000 Penalty: 3209.069092
	Iteration 102F: 3 clusters Score -2414886 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (90717 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90717 members 
Entering Unmasked Estep 
Score: -11409092.000000 Penalty: 1855.018677
	Iteration 0F: 2 clusters Score -1.140909e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45297 members 
Mstep: Class 2 contains 45420 members 
Entering Unmasked Estep 
Score: -11348719.000000 Penalty: 3710.037354
	Iteration 0F: 3 clusters Score -1.134872e+07 nChanged 43252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43895 members 
Mstep: Class 2 contains 46822 members 
Entering Unmasked Estep 
Score: -11374125.000000 Penalty: 3710.037354
	Iteration 1F: 3 clusters Score -1.137412e+07 nChanged 3954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42921 members 
Mstep: Class 2 contains 47796 members 
Entering Unmasked Estep 
Score: -11375485.000000 Penalty: 3710.037354
	Iteration 2Q: 3 clusters Score -1.137548e+07 nChanged 4407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41282 members 
Mstep: Class 2 contains 49435 members 
Entering Unmasked Estep 
Score: -11377225.000000 Penalty: 3710.037354
	Iteration 3Q: 3 clusters Score -1.137722e+07 nChanged 4921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38925 members 
Mstep: Class 2 contains 51792 members 
Entering Unmasked Estep 
Score: -11379649.000000 Penalty: 3710.037354
	Iteration 4F: 3 clusters Score -1.137965e+07 nChanged 5380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35747 members 
Mstep: Class 2 contains 54970 members 
Entering Unmasked Estep 
Score: -11382447.000000 Penalty: 3710.037354
	Iteration 5F: 3 clusters Score -1.138245e+07 nChanged 5741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31836 members 
Mstep: Class 2 contains 58881 members 
Entering Unmasked Estep 
Score: -11385801.000000 Penalty: 3710.037354
	Iteration 6F: 3 clusters Score -1.13858e+07 nChanged 5520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27644 members 
Mstep: Class 2 contains 63073 members 
Entering Unmasked Estep 
Score: -11389506.000000 Penalty: 3710.037354
	Iteration 7F: 3 clusters Score -1.138951e+07 nChanged 5178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23332 members 
Mstep: Class 2 contains 67385 members 
Entering Unmasked Estep 
Score: -11393077.000000 Penalty: 3710.037354
	Iteration 8F: 3 clusters Score -1.139308e+07 nChanged 4497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19325 members 
Mstep: Class 2 contains 71392 members 
Entering Unmasked Estep 
Score: -11396252.000000 Penalty: 3710.037354
	Iteration 9Q: 3 clusters Score -1.139625e+07 nChanged 3718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15831 members 
Mstep: Class 2 contains 74886 members 
Entering Unmasked Estep 
Score: -11398921.000000 Penalty: 3710.037354
	Iteration 10Q: 3 clusters Score -1.139892e+07 nChanged 3020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12893 members 
Mstep: Class 2 contains 77824 members 
Entering Unmasked Estep 
Score: -11401092.000000 Penalty: 3710.037354
	Iteration 11Q: 3 clusters Score -1.140109e+07 nChanged 2384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10543 members 
Mstep: Class 2 contains 80174 members 
Entering Unmasked Estep 
Score: -11402654.000000 Penalty: 3710.037354
	Iteration 12Q: 3 clusters Score -1.140265e+07 nChanged 1909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8646 members 
Mstep: Class 2 contains 82071 members 
Entering Unmasked Estep 
Score: -11403857.000000 Penalty: 3710.037354
	Iteration 13Q: 3 clusters Score -1.140386e+07 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7064 members 
Mstep: Class 2 contains 83653 members 
Entering Unmasked Estep 
Score: -11404890.000000 Penalty: 3710.037354
	Iteration 14Q: 3 clusters Score -1.140489e+07 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5772 members 
Mstep: Class 2 contains 84945 members 
Entering Unmasked Estep 
Score: -11405722.000000 Penalty: 3710.037354
	Iteration 15Q: 3 clusters Score -1.140572e+07 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 85935 members 
Entering Unmasked Estep 
Score: -11406345.000000 Penalty: 3710.037354
	Iteration 16Q: 3 clusters Score -1.140634e+07 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 86670 members 
Entering Unmasked Estep 
Score: -11406772.000000 Penalty: 3710.037354
	Iteration 17Q: 3 clusters Score -1.140677e+07 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 87236 members 
Entering Unmasked Estep 
Score: -11407093.000000 Penalty: 3710.037354
	Iteration 18Q: 3 clusters Score -1.140709e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 87676 members 
Entering Unmasked Estep 
Score: -11407229.000000 Penalty: 3710.037354
	Iteration 19Q: 3 clusters Score -1.140723e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 88008 members 
Entering Unmasked Estep 
Score: -11407411.000000 Penalty: 3710.037354
	Iteration 20F: 3 clusters Score -1.140741e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 88269 members 
Entering Unmasked Estep 
Score: -11407536.000000 Penalty: 3710.037354
	Iteration 21Q: 3 clusters Score -1.140754e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 88482 members 
Entering Unmasked Estep 
Score: -11407626.000000 Penalty: 3710.037354
	Iteration 22Q: 3 clusters Score -1.140763e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 88659 members 
Entering Unmasked Estep 
Score: -11407695.000000 Penalty: 3710.037354
	Iteration 23Q: 3 clusters Score -1.14077e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 88777 members 
Entering Unmasked Estep 
Score: -11407746.000000 Penalty: 3710.037354
	Iteration 24Q: 3 clusters Score -1.140775e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 88870 members 
Entering Unmasked Estep 
Score: -11407761.000000 Penalty: 3710.037354
	Iteration 25Q: 3 clusters Score -1.140776e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 88954 members 
Entering Unmasked Estep 
Score: -11407798.000000 Penalty: 3710.037354
	Iteration 26Q: 3 clusters Score -1.14078e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 89028 members 
Entering Unmasked Estep 
Score: -11407794.000000 Penalty: 3710.037354
	Iteration 27Q: 3 clusters Score -1.140779e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 89077 members 
Entering Unmasked Estep 
Score: -11407832.000000 Penalty: 3710.037354
	Iteration 28Q: 3 clusters Score -1.140783e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 89119 members 
Entering Unmasked Estep 
Score: -11407832.000000 Penalty: 3710.037354
	Iteration 29Q: 3 clusters Score -1.140783e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 89151 members 
Entering Unmasked Estep 
Score: -11407844.000000 Penalty: 3710.037354
	Iteration 30Q: 3 clusters Score -1.140784e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 89190 members 
Entering Unmasked Estep 
Score: -11407852.000000 Penalty: 3710.037354
	Iteration 31Q: 3 clusters Score -1.140785e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 89219 members 
Entering Unmasked Estep 
Score: -11407859.000000 Penalty: 3710.037354
	Iteration 32Q: 3 clusters Score -1.140786e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 89244 members 
Entering Unmasked Estep 
Score: -11407873.000000 Penalty: 3710.037354
	Iteration 33Q: 3 clusters Score -1.140787e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 89272 members 
Entering Unmasked Estep 
Score: -11407885.000000 Penalty: 3710.037354
	Iteration 34Q: 3 clusters Score -1.140788e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 89297 members 
Entering Unmasked Estep 
Score: -11407892.000000 Penalty: 3710.037354
	Iteration 35Q: 3 clusters Score -1.140789e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 89320 members 
Entering Unmasked Estep 
Score: -11407898.000000 Penalty: 3710.037354
	Iteration 36Q: 3 clusters Score -1.14079e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 89339 members 
Entering Unmasked Estep 
Score: -11407900.000000 Penalty: 3710.037354
	Iteration 37Q: 3 clusters Score -1.14079e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 89345 members 
Entering Unmasked Estep 
Score: -11407912.000000 Penalty: 3710.037354
	Iteration 38Q: 3 clusters Score -1.140791e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 89353 members 
Entering Unmasked Estep 
Score: -11407921.000000 Penalty: 3710.037354
	Iteration 39Q: 3 clusters Score -1.140792e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 89364 members 
Entering Unmasked Estep 
Score: -11407913.000000 Penalty: 3710.037354
	Iteration 40F: 3 clusters Score -1.140791e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 89376 members 
Entering Unmasked Estep 
Score: -11407918.000000 Penalty: 3710.037354
	Iteration 41Q: 3 clusters Score -1.140792e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 89383 members 
Entering Unmasked Estep 
Score: -11407920.000000 Penalty: 3710.037354
	Iteration 42Q: 3 clusters Score -1.140792e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 89394 members 
Entering Unmasked Estep 
Score: -11407919.000000 Penalty: 3710.037354
	Iteration 43Q: 3 clusters Score -1.140792e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 89396 members 
Entering Unmasked Estep 
Score: -11407926.000000 Penalty: 3710.037354
	Iteration 44Q: 3 clusters Score -1.140793e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 89398 members 
Entering Unmasked Estep 
Score: -11407924.000000 Penalty: 3710.037354
	Iteration 45Q: 3 clusters Score -1.140792e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 89401 members 
Entering Unmasked Estep 
Score: -11407929.000000 Penalty: 3710.037354
	Iteration 46Q: 3 clusters Score -1.140793e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 89406 members 
Entering Unmasked Estep 
Score: -11407931.000000 Penalty: 3710.037354
	Iteration 47Q: 3 clusters Score -1.140793e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 89412 members 
Entering Unmasked Estep 
Score: -11407927.000000 Penalty: 3710.037354
	Iteration 48Q: 3 clusters Score -1.140793e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 89413 members 
Entering Unmasked Estep 
Score: -11407951.000000 Penalty: 3710.037354
	Iteration 49Q: 3 clusters Score -1.140795e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 89417 members 
Entering Unmasked Estep 
Score: -11407953.000000 Penalty: 3710.037354
	Iteration 50Q: 3 clusters Score -1.140795e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 89423 members 
Entering Unmasked Estep 
Score: -11407944.000000 Penalty: 3710.037354
	Iteration 51Q: 3 clusters Score -1.140794e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 89429 members 
Entering Unmasked Estep 
Score: -11407940.000000 Penalty: 3710.037354
	Iteration 52Q: 3 clusters Score -1.140794e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 89436 members 
Entering Unmasked Estep 
Score: -11407944.000000 Penalty: 3710.037354
	Iteration 53Q: 3 clusters Score -1.140794e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 89440 members 
Entering Unmasked Estep 
Score: -11407945.000000 Penalty: 3710.037354
	Iteration 54Q: 3 clusters Score -1.140794e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 89445 members 
Entering Unmasked Estep 
Score: -11407934.000000 Penalty: 3710.037354
	Iteration 55Q: 3 clusters Score -1.140793e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 89447 members 
Entering Unmasked Estep 
Score: -11407945.000000 Penalty: 3710.037354
	Iteration 56Q: 3 clusters Score -1.140794e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 89447 members 
Entering Unmasked Estep 
Score: -11407945.000000 Penalty: 3710.037354
	Iteration 57F: 3 clusters Score -1.140794e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (17648 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17648 members 
Entering Unmasked Estep 
Score: -2202675.000000 Penalty: 1588.986328
	Iteration 0F: 2 clusters Score -2202675 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8723 members 
Mstep: Class 2 contains 8925 members 
Entering Unmasked Estep 
Score: -2190578.500000 Penalty: 3177.972656
	Iteration 0F: 3 clusters Score -2190578 nChanged 7966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7893 members 
Mstep: Class 2 contains 9755 members 
Entering Unmasked Estep 
Score: -2195934.750000 Penalty: 3177.972656
	Iteration 1F: 3 clusters Score -2195935 nChanged 1894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7025 members 
Mstep: Class 2 contains 10623 members 
Entering Unmasked Estep 
Score: -2198996.000000 Penalty: 3177.972656
	Iteration 2F: 3 clusters Score -2198996 nChanged 2402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5703 members 
Mstep: Class 2 contains 11945 members 
Entering Unmasked Estep 
Score: -2202845.250000 Penalty: 3177.972656
	Iteration 3F: 3 clusters Score -2202845 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 12970 members 
Entering Unmasked Estep 
Score: -2205115.500000 Penalty: 3177.972656
	Iteration 4F: 3 clusters Score -2205116 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 13290 members 
Entering Unmasked Estep 
Score: -2205761.750000 Penalty: 3177.972656
	Iteration 5F: 3 clusters Score -2205762 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 13329 members 
Entering Unmasked Estep 
Score: -2205932.250000 Penalty: 3177.972656
	Iteration 6Q: 3 clusters Score -2205932 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 13322 members 
Entering Unmasked Estep 
Score: -2205994.500000 Penalty: 3177.972656
	Iteration 7Q: 3 clusters Score -2205994 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 13294 members 
Entering Unmasked Estep 
Score: -2206034.250000 Penalty: 3177.972656
	Iteration 8Q: 3 clusters Score -2206034 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 13264 members 
Entering Unmasked Estep 
Score: -2206052.750000 Penalty: 3177.972656
	Iteration 9Q: 3 clusters Score -2206053 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 13236 members 
Entering Unmasked Estep 
Score: -2206061.000000 Penalty: 3177.972656
	Iteration 10Q: 3 clusters Score -2206061 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 13213 members 
Entering Unmasked Estep 
Score: -2206067.500000 Penalty: 3177.972656
	Iteration 11Q: 3 clusters Score -2206068 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 13198 members 
Entering Unmasked Estep 
Score: -2206077.250000 Penalty: 3177.972656
	Iteration 12Q: 3 clusters Score -2206077 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 13189 members 
Entering Unmasked Estep 
Score: -2206082.250000 Penalty: 3177.972656
	Iteration 13Q: 3 clusters Score -2206082 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 13189 members 
Entering Unmasked Estep 
Score: -2206087.000000 Penalty: 3177.972656
	Iteration 14Q: 3 clusters Score -2206087 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 13185 members 
Entering Unmasked Estep 
Score: -2206097.000000 Penalty: 3177.972656
	Iteration 15Q: 3 clusters Score -2206097 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 13185 members 
Entering Unmasked Estep 
Score: -2206106.000000 Penalty: 3177.972656
	Iteration 16Q: 3 clusters Score -2206106 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 13193 members 
Entering Unmasked Estep 
Score: -2206117.000000 Penalty: 3177.972656
	Iteration 17Q: 3 clusters Score -2206117 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 13195 members 
Entering Unmasked Estep 
Score: -2206133.000000 Penalty: 3177.972656
	Iteration 18Q: 3 clusters Score -2206133 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 13186 members 
Entering Unmasked Estep 
Score: -2206134.250000 Penalty: 3177.972656
	Iteration 19Q: 3 clusters Score -2206134 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 13172 members 
Entering Unmasked Estep 
Score: -2206150.750000 Penalty: 3177.972656
	Iteration 20F: 3 clusters Score -2206151 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 13164 members 
Entering Unmasked Estep 
Score: -2206157.000000 Penalty: 3177.972656
	Iteration 21Q: 3 clusters Score -2206157 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 13153 members 
Entering Unmasked Estep 
Score: -2206157.750000 Penalty: 3177.972656
	Iteration 22Q: 3 clusters Score -2206158 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 13145 members 
Entering Unmasked Estep 
Score: -2206164.250000 Penalty: 3177.972656
	Iteration 23Q: 3 clusters Score -2206164 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 13134 members 
Entering Unmasked Estep 
Score: -2206166.750000 Penalty: 3177.972656
	Iteration 24Q: 3 clusters Score -2206167 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 13123 members 
Entering Unmasked Estep 
Score: -2206167.750000 Penalty: 3177.972656
	Iteration 25Q: 3 clusters Score -2206168 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 13108 members 
Entering Unmasked Estep 
Score: -2206169.750000 Penalty: 3177.972656
	Iteration 26Q: 3 clusters Score -2206170 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 13093 members 
Entering Unmasked Estep 
Score: -2206177.250000 Penalty: 3177.972656
	Iteration 27Q: 3 clusters Score -2206177 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 13092 members 
Entering Unmasked Estep 
Score: -2206176.750000 Penalty: 3177.972656
	Iteration 28Q: 3 clusters Score -2206177 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 13086 members 
Entering Unmasked Estep 
Score: -2206173.500000 Penalty: 3177.972656
	Iteration 29Q: 3 clusters Score -2206174 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 13081 members 
Entering Unmasked Estep 
Score: -2206175.000000 Penalty: 3177.972656
	Iteration 30Q: 3 clusters Score -2206175 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 13078 members 
Entering Unmasked Estep 
Score: -2206180.000000 Penalty: 3177.972656
	Iteration 31Q: 3 clusters Score -2206180 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 13076 members 
Entering Unmasked Estep 
Score: -2206179.000000 Penalty: 3177.972656
	Iteration 32Q: 3 clusters Score -2206179 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 13074 members 
Entering Unmasked Estep 
Score: -2206179.250000 Penalty: 3177.972656
	Iteration 33Q: 3 clusters Score -2206179 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 13071 members 
Entering Unmasked Estep 
Score: -2206176.500000 Penalty: 3177.972656
	Iteration 34Q: 3 clusters Score -2206176 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 13071 members 
Entering Unmasked Estep 
Score: -2206178.750000 Penalty: 3177.972656
	Iteration 35Q: 3 clusters Score -2206179 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 13072 members 
Entering Unmasked Estep 
Score: -2206177.250000 Penalty: 3177.972656
	Iteration 36Q: 3 clusters Score -2206177 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 13072 members 
Entering Unmasked Estep 
Score: -2206178.000000 Penalty: 3177.972656
	Iteration 37Q: 3 clusters Score -2206178 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 13072 members 
Entering Unmasked Estep 
Score: -2206179.500000 Penalty: 3177.972656
	Iteration 38Q: 3 clusters Score -2206180 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 13070 members 
Entering Unmasked Estep 
Score: -2206180.500000 Penalty: 3177.972656
	Iteration 39Q: 3 clusters Score -2206180 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 13066 members 
Entering Unmasked Estep 
Score: -2206176.500000 Penalty: 3177.972656
	Iteration 40F: 3 clusters Score -2206176 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 13063 members 
Entering Unmasked Estep 
Score: -2206177.000000 Penalty: 3177.972656
	Iteration 41Q: 3 clusters Score -2206177 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 13063 members 
Entering Unmasked Estep 
Score: -2206178.250000 Penalty: 3177.972656
	Iteration 42Q: 3 clusters Score -2206178 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 13063 members 
Entering Unmasked Estep 
Score: -2206177.750000 Penalty: 3177.972656
	Iteration 43Q: 3 clusters Score -2206178 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 13061 members 
Entering Unmasked Estep 
Score: -2206174.250000 Penalty: 3177.972656
	Iteration 44Q: 3 clusters Score -2206174 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 13060 members 
Entering Unmasked Estep 
Score: -2206173.750000 Penalty: 3177.972656
	Iteration 45Q: 3 clusters Score -2206174 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 13059 members 
Entering Unmasked Estep 
Score: -2206175.250000 Penalty: 3177.972656
	Iteration 46Q: 3 clusters Score -2206175 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 13058 members 
Entering Unmasked Estep 
Score: -2206175.250000 Penalty: 3177.972656
	Iteration 47Q: 3 clusters Score -2206175 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 13058 members 
Entering Unmasked Estep 
Score: -2206175.250000 Penalty: 3177.972656
	Iteration 48F: 3 clusters Score -2206175 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 60201 members 
Mstep: Class 2 contains 43029 members 
Mstep: Class 3 contains 2728 members 
Mstep: Class 4 contains 3476 members 
Mstep: Class 5 contains 16949 members 
Mstep: Class 6 contains 6984 members 
Mstep: Class 7 contains 447 members 
Mstep: Class 8 contains 4503 members 
Mstep: Class 9 contains 3974 members 
Mstep: Class 10 contains 132934 members 
Mstep: Class 11 contains 2039 members 
Mstep: Class 12 contains 74813 members 
Mstep: Class 13 contains 19420 members 
Mstep: Class 14 contains 90717 members 
Mstep: Class 15 contains 4590 members 
Mstep: Class 16 contains 69561 members 
Mstep: Class 17 contains 21055 members 
Mstep: Class 18 contains 18548 members 
Mstep: Class 19 contains 59665 members 
Mstep: Class 20 contains 4868 members 
Mstep: Class 21 contains 8775 members 
Mstep: Class 22 contains 19352 members 
Mstep: Class 23 contains 44980 members 
Mstep: Class 24 contains 60378 members 
Mstep: Class 25 contains 7256 members 
Mstep: Class 26 contains 4946 members 
Mstep: Class 27 contains 3094 members 
Mstep: Class 28 contains 2610 members 
Mstep: Class 29 contains 607 members 
Mstep: Class 30 contains 3098 members 
Mstep: Class 31 contains 11924 members 
Mstep: Class 32 contains 13058 members 
Entering Unmasked Estep 
Score: -100165032.000000 Penalty: 70812.710938
Splitting cluster 15 changes total score from -100152128.000000 to -100165032.000000
So it's getting split into cluster 32.
Entering ConstructFrom: 
Trying to split cluster 16 (69561 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69561 members 
Entering Unmasked Estep 
Score: -8716135.000000 Penalty: 1811.868408
	Iteration 0F: 2 clusters Score -8716135 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34885 members 
Mstep: Class 2 contains 34676 members 
Entering Unmasked Estep 
Score: -8669911.000000 Penalty: 3623.736816
	Iteration 0F: 3 clusters Score -8669911 nChanged 32909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35878 members 
Mstep: Class 2 contains 33683 members 
Entering Unmasked Estep 
Score: -8691449.000000 Penalty: 3623.736816
	Iteration 1F: 3 clusters Score -8691449 nChanged 4967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35733 members 
Mstep: Class 2 contains 33828 members 
Entering Unmasked Estep 
Score: -8695925.000000 Penalty: 3623.736816
	Iteration 2F: 3 clusters Score -8695925 nChanged 6305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34582 members 
Mstep: Class 2 contains 34979 members 
Entering Unmasked Estep 
Score: -8702310.000000 Penalty: 3623.736816
	Iteration 3F: 3 clusters Score -8702310 nChanged 6855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32575 members 
Mstep: Class 2 contains 36986 members 
Entering Unmasked Estep 
Score: -8709181.000000 Penalty: 3623.736816
	Iteration 4F: 3 clusters Score -8709181 nChanged 5892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30475 members 
Mstep: Class 2 contains 39086 members 
Entering Unmasked Estep 
Score: -8714540.000000 Penalty: 3623.736816
	Iteration 5F: 3 clusters Score -8714540 nChanged 4204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28723 members 
Mstep: Class 2 contains 40838 members 
Entering Unmasked Estep 
Score: -8718746.000000 Penalty: 3623.736816
	Iteration 6F: 3 clusters Score -8718746 nChanged 2862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27545 members 
Mstep: Class 2 contains 42016 members 
Entering Unmasked Estep 
Score: -8721282.000000 Penalty: 3623.736816
	Iteration 7Q: 3 clusters Score -8721282 nChanged 1962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26655 members 
Mstep: Class 2 contains 42906 members 
Entering Unmasked Estep 
Score: -8722559.000000 Penalty: 3623.736816
	Iteration 8Q: 3 clusters Score -8722559 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25925 members 
Mstep: Class 2 contains 43636 members 
Entering Unmasked Estep 
Score: -8723177.000000 Penalty: 3623.736816
	Iteration 9Q: 3 clusters Score -8723177 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25395 members 
Mstep: Class 2 contains 44166 members 
Entering Unmasked Estep 
Score: -8723477.000000 Penalty: 3623.736816
	Iteration 10Q: 3 clusters Score -8723477 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24980 members 
Mstep: Class 2 contains 44581 members 
Entering Unmasked Estep 
Score: -8723622.000000 Penalty: 3623.736816
	Iteration 11Q: 3 clusters Score -8723622 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24640 members 
Mstep: Class 2 contains 44921 members 
Entering Unmasked Estep 
Score: -8723735.000000 Penalty: 3623.736816
	Iteration 12Q: 3 clusters Score -8723735 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24360 members 
Mstep: Class 2 contains 45201 members 
Entering Unmasked Estep 
Score: -8723797.000000 Penalty: 3623.736816
	Iteration 13Q: 3 clusters Score -8723797 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24112 members 
Mstep: Class 2 contains 45449 members 
Entering Unmasked Estep 
Score: -8723839.000000 Penalty: 3623.736816
	Iteration 14Q: 3 clusters Score -8723839 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23887 members 
Mstep: Class 2 contains 45674 members 
Entering Unmasked Estep 
Score: -8723887.000000 Penalty: 3623.736816
	Iteration 15Q: 3 clusters Score -8723887 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23685 members 
Mstep: Class 2 contains 45876 members 
Entering Unmasked Estep 
Score: -8723896.000000 Penalty: 3623.736816
	Iteration 16Q: 3 clusters Score -8723896 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23503 members 
Mstep: Class 2 contains 46058 members 
Entering Unmasked Estep 
Score: -8723939.000000 Penalty: 3623.736816
	Iteration 17Q: 3 clusters Score -8723939 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23329 members 
Mstep: Class 2 contains 46232 members 
Entering Unmasked Estep 
Score: -8723941.000000 Penalty: 3623.736816
	Iteration 18Q: 3 clusters Score -8723941 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23150 members 
Mstep: Class 2 contains 46411 members 
Entering Unmasked Estep 
Score: -8723965.000000 Penalty: 3623.736816
	Iteration 19Q: 3 clusters Score -8723965 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22987 members 
Mstep: Class 2 contains 46574 members 
Entering Unmasked Estep 
Score: -8723984.000000 Penalty: 3623.736816
	Iteration 20F: 3 clusters Score -8723984 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22846 members 
Mstep: Class 2 contains 46715 members 
Entering Unmasked Estep 
Score: -8723979.000000 Penalty: 3623.736816
	Iteration 21Q: 3 clusters Score -8723979 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22724 members 
Mstep: Class 2 contains 46837 members 
Entering Unmasked Estep 
Score: -8724000.000000 Penalty: 3623.736816
	Iteration 22Q: 3 clusters Score -8724000 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22606 members 
Mstep: Class 2 contains 46955 members 
Entering Unmasked Estep 
Score: -8723980.000000 Penalty: 3623.736816
	Iteration 23Q: 3 clusters Score -8723980 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22473 members 
Mstep: Class 2 contains 47088 members 
Entering Unmasked Estep 
Score: -8724027.000000 Penalty: 3623.736816
	Iteration 24Q: 3 clusters Score -8724027 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22341 members 
Mstep: Class 2 contains 47220 members 
Entering Unmasked Estep 
Score: -8724054.000000 Penalty: 3623.736816
	Iteration 25Q: 3 clusters Score -8724054 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22220 members 
Mstep: Class 2 contains 47341 members 
Entering Unmasked Estep 
Score: -8724067.000000 Penalty: 3623.736816
	Iteration 26Q: 3 clusters Score -8724067 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22092 members 
Mstep: Class 2 contains 47469 members 
Entering Unmasked Estep 
Score: -8724078.000000 Penalty: 3623.736816
	Iteration 27Q: 3 clusters Score -8724078 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21976 members 
Mstep: Class 2 contains 47585 members 
Entering Unmasked Estep 
Score: -8724080.000000 Penalty: 3623.736816
	Iteration 28Q: 3 clusters Score -8724080 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21844 members 
Mstep: Class 2 contains 47717 members 
Entering Unmasked Estep 
Score: -8724097.000000 Penalty: 3623.736816
	Iteration 29Q: 3 clusters Score -8724097 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21709 members 
Mstep: Class 2 contains 47852 members 
Entering Unmasked Estep 
Score: -8724103.000000 Penalty: 3623.736816
	Iteration 30Q: 3 clusters Score -8724103 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21570 members 
Mstep: Class 2 contains 47991 members 
Entering Unmasked Estep 
Score: -8724119.000000 Penalty: 3623.736816
	Iteration 31Q: 3 clusters Score -8724119 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21448 members 
Mstep: Class 2 contains 48113 members 
Entering Unmasked Estep 
Score: -8724123.000000 Penalty: 3623.736816
	Iteration 32Q: 3 clusters Score -8724123 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21330 members 
Mstep: Class 2 contains 48231 members 
Entering Unmasked Estep 
Score: -8724122.000000 Penalty: 3623.736816
	Iteration 33Q: 3 clusters Score -8724122 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21219 members 
Mstep: Class 2 contains 48342 members 
Entering Unmasked Estep 
Score: -8724143.000000 Penalty: 3623.736816
	Iteration 34Q: 3 clusters Score -8724143 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21093 members 
Mstep: Class 2 contains 48468 members 
Entering Unmasked Estep 
Score: -8724150.000000 Penalty: 3623.736816
	Iteration 35Q: 3 clusters Score -8724150 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20957 members 
Mstep: Class 2 contains 48604 members 
Entering Unmasked Estep 
Score: -8724189.000000 Penalty: 3623.736816
	Iteration 36Q: 3 clusters Score -8724189 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20823 members 
Mstep: Class 2 contains 48738 members 
Entering Unmasked Estep 
Score: -8724193.000000 Penalty: 3623.736816
	Iteration 37Q: 3 clusters Score -8724193 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20705 members 
Mstep: Class 2 contains 48856 members 
Entering Unmasked Estep 
Score: -8724206.000000 Penalty: 3623.736816
	Iteration 38Q: 3 clusters Score -8724206 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20609 members 
Mstep: Class 2 contains 48952 members 
Entering Unmasked Estep 
Score: -8724232.000000 Penalty: 3623.736816
	Iteration 39Q: 3 clusters Score -8724232 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20487 members 
Mstep: Class 2 contains 49074 members 
Entering Unmasked Estep 
Score: -8724230.000000 Penalty: 3623.736816
	Iteration 40F: 3 clusters Score -8724230 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20346 members 
Mstep: Class 2 contains 49215 members 
Entering Unmasked Estep 
Score: -8724253.000000 Penalty: 3623.736816
	Iteration 41Q: 3 clusters Score -8724253 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20195 members 
Mstep: Class 2 contains 49366 members 
Entering Unmasked Estep 
Score: -8724283.000000 Penalty: 3623.736816
	Iteration 42Q: 3 clusters Score -8724283 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20061 members 
Mstep: Class 2 contains 49500 members 
Entering Unmasked Estep 
Score: -8724281.000000 Penalty: 3623.736816
	Iteration 43Q: 3 clusters Score -8724281 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19942 members 
Mstep: Class 2 contains 49619 members 
Entering Unmasked Estep 
Score: -8724299.000000 Penalty: 3623.736816
	Iteration 44Q: 3 clusters Score -8724299 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19823 members 
Mstep: Class 2 contains 49738 members 
Entering Unmasked Estep 
Score: -8724318.000000 Penalty: 3623.736816
	Iteration 45Q: 3 clusters Score -8724318 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19706 members 
Mstep: Class 2 contains 49855 members 
Entering Unmasked Estep 
Score: -8724335.000000 Penalty: 3623.736816
	Iteration 46Q: 3 clusters Score -8724335 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19595 members 
Mstep: Class 2 contains 49966 members 
Entering Unmasked Estep 
Score: -8724340.000000 Penalty: 3623.736816
	Iteration 47Q: 3 clusters Score -8724340 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19501 members 
Mstep: Class 2 contains 50060 members 
Entering Unmasked Estep 
Score: -8724339.000000 Penalty: 3623.736816
	Iteration 48Q: 3 clusters Score -8724339 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19411 members 
Mstep: Class 2 contains 50150 members 
Entering Unmasked Estep 
Score: -8724336.000000 Penalty: 3623.736816
	Iteration 49Q: 3 clusters Score -8724336 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19316 members 
Mstep: Class 2 contains 50245 members 
Entering Unmasked Estep 
Score: -8724366.000000 Penalty: 3623.736816
	Iteration 50Q: 3 clusters Score -8724366 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19227 members 
Mstep: Class 2 contains 50334 members 
Entering Unmasked Estep 
Score: -8724359.000000 Penalty: 3623.736816
	Iteration 51Q: 3 clusters Score -8724359 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19153 members 
Mstep: Class 2 contains 50408 members 
Entering Unmasked Estep 
Score: -8724351.000000 Penalty: 3623.736816
	Iteration 52Q: 3 clusters Score -8724351 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19091 members 
Mstep: Class 2 contains 50470 members 
Entering Unmasked Estep 
Score: -8724368.000000 Penalty: 3623.736816
	Iteration 53Q: 3 clusters Score -8724368 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19043 members 
Mstep: Class 2 contains 50518 members 
Entering Unmasked Estep 
Score: -8724367.000000 Penalty: 3623.736816
	Iteration 54Q: 3 clusters Score -8724367 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18988 members 
Mstep: Class 2 contains 50573 members 
Entering Unmasked Estep 
Score: -8724382.000000 Penalty: 3623.736816
	Iteration 55Q: 3 clusters Score -8724382 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18922 members 
Mstep: Class 2 contains 50639 members 
Entering Unmasked Estep 
Score: -8724390.000000 Penalty: 3623.736816
	Iteration 56Q: 3 clusters Score -8724390 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18871 members 
Mstep: Class 2 contains 50690 members 
Entering Unmasked Estep 
Score: -8724394.000000 Penalty: 3623.736816
	Iteration 57Q: 3 clusters Score -8724394 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18825 members 
Mstep: Class 2 contains 50736 members 
Entering Unmasked Estep 
Score: -8724396.000000 Penalty: 3623.736816
	Iteration 58Q: 3 clusters Score -8724396 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18785 members 
Mstep: Class 2 contains 50776 members 
Entering Unmasked Estep 
Score: -8724407.000000 Penalty: 3623.736816
	Iteration 59Q: 3 clusters Score -8724407 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18762 members 
Mstep: Class 2 contains 50799 members 
Entering Unmasked Estep 
Score: -8724420.000000 Penalty: 3623.736816
	Iteration 60F: 3 clusters Score -8724420 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18733 members 
Mstep: Class 2 contains 50828 members 
Entering Unmasked Estep 
Score: -8724401.000000 Penalty: 3623.736816
	Iteration 61Q: 3 clusters Score -8724401 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18705 members 
Mstep: Class 2 contains 50856 members 
Entering Unmasked Estep 
Score: -8724396.000000 Penalty: 3623.736816
	Iteration 62Q: 3 clusters Score -8724396 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18678 members 
Mstep: Class 2 contains 50883 members 
Entering Unmasked Estep 
Score: -8724403.000000 Penalty: 3623.736816
	Iteration 63Q: 3 clusters Score -8724403 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18648 members 
Mstep: Class 2 contains 50913 members 
Entering Unmasked Estep 
Score: -8724419.000000 Penalty: 3623.736816
	Iteration 64Q: 3 clusters Score -8724419 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18628 members 
Mstep: Class 2 contains 50933 members 
Entering Unmasked Estep 
Score: -8724421.000000 Penalty: 3623.736816
	Iteration 65Q: 3 clusters Score -8724421 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18614 members 
Mstep: Class 2 contains 50947 members 
Entering Unmasked Estep 
Score: -8724427.000000 Penalty: 3623.736816
	Iteration 66Q: 3 clusters Score -8724427 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18603 members 
Mstep: Class 2 contains 50958 members 
Entering Unmasked Estep 
Score: -8724421.000000 Penalty: 3623.736816
	Iteration 67Q: 3 clusters Score -8724421 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18599 members 
Mstep: Class 2 contains 50962 members 
Entering Unmasked Estep 
Score: -8724430.000000 Penalty: 3623.736816
	Iteration 68Q: 3 clusters Score -8724430 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18595 members 
Mstep: Class 2 contains 50966 members 
Entering Unmasked Estep 
Score: -8724434.000000 Penalty: 3623.736816
	Iteration 69Q: 3 clusters Score -8724434 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18592 members 
Mstep: Class 2 contains 50969 members 
Entering Unmasked Estep 
Score: -8724434.000000 Penalty: 3623.736816
	Iteration 70Q: 3 clusters Score -8724434 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18591 members 
Mstep: Class 2 contains 50970 members 
Entering Unmasked Estep 
Score: -8724439.000000 Penalty: 3623.736816
	Iteration 71Q: 3 clusters Score -8724439 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18590 members 
Mstep: Class 2 contains 50971 members 
Entering Unmasked Estep 
Score: -8724438.000000 Penalty: 3623.736816
	Iteration 72Q: 3 clusters Score -8724438 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18590 members 
Mstep: Class 2 contains 50971 members 
Entering Unmasked Estep 
Score: -8724438.000000 Penalty: 3623.736816
	Iteration 73F: 3 clusters Score -8724438 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 60201 members 
Mstep: Class 2 contains 43029 members 
Mstep: Class 3 contains 2728 members 
Mstep: Class 4 contains 3476 members 
Mstep: Class 5 contains 16949 members 
Mstep: Class 6 contains 6984 members 
Mstep: Class 7 contains 447 members 
Mstep: Class 8 contains 4503 members 
Mstep: Class 9 contains 3974 members 
Mstep: Class 10 contains 132934 members 
Mstep: Class 11 contains 2039 members 
Mstep: Class 12 contains 74813 members 
Mstep: Class 13 contains 19420 members 
Mstep: Class 14 contains 90717 members 
Mstep: Class 15 contains 4590 members 
Mstep: Class 16 contains 18590 members 
Mstep: Class 17 contains 21055 members 
Mstep: Class 18 contains 18548 members 
Mstep: Class 19 contains 59665 members 
Mstep: Class 20 contains 4868 members 
Mstep: Class 21 contains 8775 members 
Mstep: Class 22 contains 19352 members 
Mstep: Class 23 contains 44980 members 
Mstep: Class 24 contains 60378 members 
Mstep: Class 25 contains 7256 members 
Mstep: Class 26 contains 4946 members 
Mstep: Class 27 contains 3094 members 
Mstep: Class 28 contains 2610 members 
Mstep: Class 29 contains 607 members 
Mstep: Class 30 contains 3098 members 
Mstep: Class 31 contains 11924 members 
Mstep: Class 32 contains 13058 members 
Mstep: Class 33 contains 50971 members 
Entering Unmasked Estep 
Score: -100172288.000000 Penalty: 73025.601562
Splitting cluster 16 changes total score from -100152128.000000 to -100172288.000000
So it's getting split into cluster 33.
Entering ConstructFrom: 
Trying to split cluster 17 (21055 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21055 members 
Entering Unmasked Estep 
Score: -2635382.000000 Penalty: 1617.670166
	Iteration 0F: 2 clusters Score -2635382 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10534 members 
Mstep: Class 2 contains 10521 members 
Entering Unmasked Estep 
Score: -2621146.250000 Penalty: 3235.340332
	Iteration 0F: 3 clusters Score -2621146 nChanged 9592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10892 members 
Mstep: Class 2 contains 10163 members 
Entering Unmasked Estep 
Score: -2627816.000000 Penalty: 3235.340332
	Iteration 1F: 3 clusters Score -2627816 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11636 members 
Mstep: Class 2 contains 9419 members 
Entering Unmasked Estep 
Score: -2629471.250000 Penalty: 3235.340332
	Iteration 2F: 3 clusters Score -2629471 nChanged 1925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12545 members 
Mstep: Class 2 contains 8510 members 
Entering Unmasked Estep 
Score: -2631618.000000 Penalty: 3235.340332
	Iteration 3F: 3 clusters Score -2631618 nChanged 1772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13169 members 
Mstep: Class 2 contains 7886 members 
Entering Unmasked Estep 
Score: -2633469.750000 Penalty: 3235.340332
	Iteration 4F: 3 clusters Score -2633470 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13399 members 
Mstep: Class 2 contains 7656 members 
Entering Unmasked Estep 
Score: -2634607.750000 Penalty: 3235.340332
	Iteration 5F: 3 clusters Score -2634608 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13339 members 
Mstep: Class 2 contains 7716 members 
Entering Unmasked Estep 
Score: -2635313.000000 Penalty: 3235.340332
	Iteration 6F: 3 clusters Score -2635313 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13120 members 
Mstep: Class 2 contains 7935 members 
Entering Unmasked Estep 
Score: -2635863.500000 Penalty: 3235.340332
	Iteration 7Q: 3 clusters Score -2635864 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12794 members 
Mstep: Class 2 contains 8261 members 
Entering Unmasked Estep 
Score: -2636380.750000 Penalty: 3235.340332
	Iteration 8Q: 3 clusters Score -2636381 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12419 members 
Mstep: Class 2 contains 8636 members 
Entering Unmasked Estep 
Score: -2636929.750000 Penalty: 3235.340332
	Iteration 9Q: 3 clusters Score -2636930 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12047 members 
Mstep: Class 2 contains 9008 members 
Entering Unmasked Estep 
Score: -2637431.750000 Penalty: 3235.340332
	Iteration 10Q: 3 clusters Score -2637432 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11783 members 
Mstep: Class 2 contains 9272 members 
Entering Unmasked Estep 
Score: -2637916.000000 Penalty: 3235.340332
	Iteration 11Q: 3 clusters Score -2637916 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11661 members 
Mstep: Class 2 contains 9394 members 
Entering Unmasked Estep 
Score: -2638359.000000 Penalty: 3235.340332
	Iteration 12Q: 3 clusters Score -2638359 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11606 members 
Mstep: Class 2 contains 9449 members 
Entering Unmasked Estep 
Score: -2638739.750000 Penalty: 3235.340332
	Iteration 13Q: 3 clusters Score -2638740 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11612 members 
Mstep: Class 2 contains 9443 members 
Entering Unmasked Estep 
Score: -2638931.750000 Penalty: 3235.340332
	Iteration 14Q: 3 clusters Score -2638932 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11588 members 
Mstep: Class 2 contains 9467 members 
Entering Unmasked Estep 
Score: -2639006.000000 Penalty: 3235.340332
	Iteration 15Q: 3 clusters Score -2639006 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11577 members 
Mstep: Class 2 contains 9478 members 
Entering Unmasked Estep 
Score: -2639023.250000 Penalty: 3235.340332
	Iteration 16Q: 3 clusters Score -2639023 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11575 members 
Mstep: Class 2 contains 9480 members 
Entering Unmasked Estep 
Score: -2639052.250000 Penalty: 3235.340332
	Iteration 17Q: 3 clusters Score -2639052 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11575 members 
Mstep: Class 2 contains 9480 members 
Entering Unmasked Estep 
Score: -2639058.250000 Penalty: 3235.340332
	Iteration 18Q: 3 clusters Score -2639058 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11572 members 
Mstep: Class 2 contains 9483 members 
Entering Unmasked Estep 
Score: -2639070.250000 Penalty: 3235.340332
	Iteration 19Q: 3 clusters Score -2639070 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11571 members 
Mstep: Class 2 contains 9484 members 
Entering Unmasked Estep 
Score: -2639065.500000 Penalty: 3235.340332
	Iteration 20F: 3 clusters Score -2639066 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11569 members 
Mstep: Class 2 contains 9486 members 
Entering Unmasked Estep 
Score: -2639068.750000 Penalty: 3235.340332
	Iteration 21Q: 3 clusters Score -2639069 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11569 members 
Mstep: Class 2 contains 9486 members 
Entering Unmasked Estep 
Score: -2639071.250000 Penalty: 3235.340332
	Iteration 22Q: 3 clusters Score -2639071 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11570 members 
Mstep: Class 2 contains 9485 members 
Entering Unmasked Estep 
Score: -2639072.750000 Penalty: 3235.340332
	Iteration 23Q: 3 clusters Score -2639073 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11564 members 
Mstep: Class 2 contains 9491 members 
Entering Unmasked Estep 
Score: -2639079.000000 Penalty: 3235.340332
	Iteration 24Q: 3 clusters Score -2639079 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11565 members 
Mstep: Class 2 contains 9490 members 
Entering Unmasked Estep 
Score: -2639075.000000 Penalty: 3235.340332
	Iteration 25Q: 3 clusters Score -2639075 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11565 members 
Mstep: Class 2 contains 9490 members 
Entering Unmasked Estep 
Score: -2639075.000000 Penalty: 3235.340332
	Iteration 26F: 3 clusters Score -2639075 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 60201 members 
Mstep: Class 2 contains 43029 members 
Mstep: Class 3 contains 2728 members 
Mstep: Class 4 contains 3476 members 
Mstep: Class 5 contains 16949 members 
Mstep: Class 6 contains 6984 members 
Mstep: Class 7 contains 447 members 
Mstep: Class 8 contains 4503 members 
Mstep: Class 9 contains 3974 members 
Mstep: Class 10 contains 132934 members 
Mstep: Class 11 contains 2039 members 
Mstep: Class 12 contains 74813 members 
Mstep: Class 13 contains 19420 members 
Mstep: Class 14 contains 90717 members 
Mstep: Class 15 contains 4590 members 
Mstep: Class 16 contains 18590 members 
Mstep: Class 17 contains 11565 members 
Mstep: Class 18 contains 18548 members 
Mstep: Class 19 contains 59665 members 
Mstep: Class 20 contains 4868 members 
Mstep: Class 21 contains 8775 members 
Mstep: Class 22 contains 19352 members 
Mstep: Class 23 contains 44980 members 
Mstep: Class 24 contains 60378 members 
Mstep: Class 25 contains 7256 members 
Mstep: Class 26 contains 4946 members 
Mstep: Class 27 contains 3094 members 
Mstep: Class 28 contains 2610 members 
Mstep: Class 29 contains 607 members 
Mstep: Class 30 contains 3098 members 
Mstep: Class 31 contains 11924 members 
Mstep: Class 32 contains 13058 members 
Mstep: Class 33 contains 50971 members 
Mstep: Class 34 contains 9490 members 
Entering Unmasked Estep 
Score: -100175336.000000 Penalty: 75238.500000
Splitting cluster 17 changes total score from -100152128.000000 to -100175336.000000
So it's getting split into cluster 34.
Entering ConstructFrom: 
Trying to split cluster 18 (18548 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18548 members 
Entering Unmasked Estep 
Score: -2151593.000000 Penalty: 1597.069092
	Iteration 0F: 2 clusters Score -2151593 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9166 members 
Mstep: Class 2 contains 9382 members 
Entering Unmasked Estep 
Score: -2138978.750000 Penalty: 3194.138184
	Iteration 0F: 3 clusters Score -2138979 nChanged 8339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8239 members 
Mstep: Class 2 contains 10309 members 
Entering Unmasked Estep 
Score: -2145204.000000 Penalty: 3194.138184
	Iteration 1F: 3 clusters Score -2145204 nChanged 1947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7738 members 
Mstep: Class 2 contains 10810 members 
Entering Unmasked Estep 
Score: -2148286.000000 Penalty: 3194.138184
	Iteration 2F: 3 clusters Score -2148286 nChanged 1853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7869 members 
Mstep: Class 2 contains 10679 members 
Entering Unmasked Estep 
Score: -2150463.250000 Penalty: 3194.138184
	Iteration 3F: 3 clusters Score -2150463 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8332 members 
Mstep: Class 2 contains 10216 members 
Entering Unmasked Estep 
Score: -2151959.750000 Penalty: 3194.138184
	Iteration 4F: 3 clusters Score -2151960 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8880 members 
Mstep: Class 2 contains 9668 members 
Entering Unmasked Estep 
Score: -2153026.750000 Penalty: 3194.138184
	Iteration 5F: 3 clusters Score -2153027 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9478 members 
Mstep: Class 2 contains 9070 members 
Entering Unmasked Estep 
Score: -2153779.750000 Penalty: 3194.138184
	Iteration 6F: 3 clusters Score -2153780 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10007 members 
Mstep: Class 2 contains 8541 members 
Entering Unmasked Estep 
Score: -2154280.750000 Penalty: 3194.138184
	Iteration 7Q: 3 clusters Score -2154281 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10468 members 
Mstep: Class 2 contains 8080 members 
Entering Unmasked Estep 
Score: -2154612.250000 Penalty: 3194.138184
	Iteration 8Q: 3 clusters Score -2154612 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10891 members 
Mstep: Class 2 contains 7657 members 
Entering Unmasked Estep 
Score: -2154852.500000 Penalty: 3194.138184
	Iteration 9Q: 3 clusters Score -2154852 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11287 members 
Mstep: Class 2 contains 7261 members 
Entering Unmasked Estep 
Score: -2155090.000000 Penalty: 3194.138184
	Iteration 10Q: 3 clusters Score -2155090 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11669 members 
Mstep: Class 2 contains 6879 members 
Entering Unmasked Estep 
Score: -2155323.750000 Penalty: 3194.138184
	Iteration 11Q: 3 clusters Score -2155324 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12055 members 
Mstep: Class 2 contains 6493 members 
Entering Unmasked Estep 
Score: -2155542.000000 Penalty: 3194.138184
	Iteration 12Q: 3 clusters Score -2155542 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12429 members 
Mstep: Class 2 contains 6119 members 
Entering Unmasked Estep 
Score: -2155755.000000 Penalty: 3194.138184
	Iteration 13Q: 3 clusters Score -2155755 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12795 members 
Mstep: Class 2 contains 5753 members 
Entering Unmasked Estep 
Score: -2155961.500000 Penalty: 3194.138184
	Iteration 14Q: 3 clusters Score -2155962 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13158 members 
Mstep: Class 2 contains 5390 members 
Entering Unmasked Estep 
Score: -2156155.000000 Penalty: 3194.138184
	Iteration 15Q: 3 clusters Score -2156155 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13526 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -2156354.250000 Penalty: 3194.138184
	Iteration 16Q: 3 clusters Score -2156354 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13851 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -2156505.500000 Penalty: 3194.138184
	Iteration 17Q: 3 clusters Score -2156506 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14125 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -2156614.500000 Penalty: 3194.138184
	Iteration 18Q: 3 clusters Score -2156614 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14376 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -2156730.500000 Penalty: 3194.138184
	Iteration 19Q: 3 clusters Score -2156730 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14619 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -2156833.250000 Penalty: 3194.138184
	Iteration 20F: 3 clusters Score -2156833 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14825 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -2156932.250000 Penalty: 3194.138184
	Iteration 21Q: 3 clusters Score -2156932 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15022 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -2157032.250000 Penalty: 3194.138184
	Iteration 22Q: 3 clusters Score -2157032 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15198 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -2157113.500000 Penalty: 3194.138184
	Iteration 23Q: 3 clusters Score -2157114 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15338 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -2157189.000000 Penalty: 3194.138184
	Iteration 24Q: 3 clusters Score -2157189 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15468 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -2157263.250000 Penalty: 3194.138184
	Iteration 25Q: 3 clusters Score -2157263 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15591 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -2157313.750000 Penalty: 3194.138184
	Iteration 26Q: 3 clusters Score -2157314 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15684 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -2157356.750000 Penalty: 3194.138184
	Iteration 27Q: 3 clusters Score -2157357 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15762 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -2157376.500000 Penalty: 3194.138184
	Iteration 28Q: 3 clusters Score -2157376 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15811 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -2157390.750000 Penalty: 3194.138184
	Iteration 29Q: 3 clusters Score -2157391 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15865 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -2157419.250000 Penalty: 3194.138184
	Iteration 30Q: 3 clusters Score -2157419 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15913 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -2157460.000000 Penalty: 3194.138184
	Iteration 31Q: 3 clusters Score -2157460 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15961 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -2157503.000000 Penalty: 3194.138184
	Iteration 32Q: 3 clusters Score -2157503 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16003 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -2157548.250000 Penalty: 3194.138184
	Iteration 33Q: 3 clusters Score -2157548 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16044 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -2157572.250000 Penalty: 3194.138184
	Iteration 34Q: 3 clusters Score -2157572 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16074 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -2157585.250000 Penalty: 3194.138184
	Iteration 35Q: 3 clusters Score -2157585 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16100 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -2157602.000000 Penalty: 3194.138184
	Iteration 36Q: 3 clusters Score -2157602 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16117 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -2157605.750000 Penalty: 3194.138184
	Iteration 37Q: 3 clusters Score -2157606 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16128 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -2157606.250000 Penalty: 3194.138184
	Iteration 38Q: 3 clusters Score -2157606 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16138 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -2157608.500000 Penalty: 3194.138184
	Iteration 39Q: 3 clusters Score -2157608 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16143 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -2157609.250000 Penalty: 3194.138184
	Iteration 40F: 3 clusters Score -2157609 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16149 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -2157608.750000 Penalty: 3194.138184
	Iteration 41Q: 3 clusters Score -2157609 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16151 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -2157609.000000 Penalty: 3194.138184
	Iteration 42Q: 3 clusters Score -2157609 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16151 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -2157609.000000 Penalty: 3194.138184
	Iteration 43F: 3 clusters Score -2157609 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 60201 members 
Mstep: Class 2 contains 43029 members 
Mstep: Class 3 contains 2728 members 
Mstep: Class 4 contains 3476 members 
Mstep: Class 5 contains 16949 members 
Mstep: Class 6 contains 6984 members 
Mstep: Class 7 contains 447 members 
Mstep: Class 8 contains 4503 members 
Mstep: Class 9 contains 3974 members 
Mstep: Class 10 contains 132934 members 
Mstep: Class 11 contains 2039 members 
Mstep: Class 12 contains 74813 members 
Mstep: Class 13 contains 19420 members 
Mstep: Class 14 contains 90717 members 
Mstep: Class 15 contains 4590 members 
Mstep: Class 16 contains 18590 members 
Mstep: Class 17 contains 11565 members 
Mstep: Class 18 contains 16151 members 
Mstep: Class 19 contains 59665 members 
Mstep: Class 20 contains 4868 members 
Mstep: Class 21 contains 8775 members 
Mstep: Class 22 contains 19352 members 
Mstep: Class 23 contains 44980 members 
Mstep: Class 24 contains 60378 members 
Mstep: Class 25 contains 7256 members 
Mstep: Class 26 contains 4946 members 
Mstep: Class 27 contains 3094 members 
Mstep: Class 28 contains 2610 members 
Mstep: Class 29 contains 607 members 
Mstep: Class 30 contains 3098 members 
Mstep: Class 31 contains 11924 members 
Mstep: Class 32 contains 13058 members 
Mstep: Class 33 contains 50971 members 
Mstep: Class 34 contains 9490 members 
Mstep: Class 35 contains 2397 members 
Entering Unmasked Estep 
Score: -100180960.000000 Penalty: 77451.398438
Splitting cluster 18 changes total score from -100152128.000000 to -100180960.000000
So it's getting split into cluster 35.
Entering ConstructFrom: 
Trying to split cluster 19 (59665 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59665 members 
Entering Unmasked Estep 
Score: -7470887.500000 Penalty: 1786.931396
	Iteration 0F: 2 clusters Score -7470888 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29854 members 
Mstep: Class 2 contains 29811 members 
Entering Unmasked Estep 
Score: -7431265.500000 Penalty: 3573.862793
	Iteration 0F: 3 clusters Score -7431266 nChanged 27929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30659 members 
Mstep: Class 2 contains 29006 members 
Entering Unmasked Estep 
Score: -7447542.500000 Penalty: 3573.862793
	Iteration 1F: 3 clusters Score -7447542 nChanged 2870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31463 members 
Mstep: Class 2 contains 28202 members 
Entering Unmasked Estep 
Score: -7448777.500000 Penalty: 3573.862793
	Iteration 2Q: 3 clusters Score -7448778 nChanged 3410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32747 members 
Mstep: Class 2 contains 26918 members 
Entering Unmasked Estep 
Score: -7450553.000000 Penalty: 3573.862793
	Iteration 3F: 3 clusters Score -7450553 nChanged 4043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34532 members 
Mstep: Class 2 contains 25133 members 
Entering Unmasked Estep 
Score: -7452975.000000 Penalty: 3573.862793
	Iteration 4F: 3 clusters Score -7452975 nChanged 4292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36588 members 
Mstep: Class 2 contains 23077 members 
Entering Unmasked Estep 
Score: -7455557.500000 Penalty: 3573.862793
	Iteration 5F: 3 clusters Score -7455558 nChanged 3908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38532 members 
Mstep: Class 2 contains 21133 members 
Entering Unmasked Estep 
Score: -7457733.500000 Penalty: 3573.862793
	Iteration 6F: 3 clusters Score -7457734 nChanged 3201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40195 members 
Mstep: Class 2 contains 19470 members 
Entering Unmasked Estep 
Score: -7459327.500000 Penalty: 3573.862793
	Iteration 7F: 3 clusters Score -7459328 nChanged 2681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41630 members 
Mstep: Class 2 contains 18035 members 
Entering Unmasked Estep 
Score: -7460792.500000 Penalty: 3573.862793
	Iteration 8Q: 3 clusters Score -7460792 nChanged 2291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42873 members 
Mstep: Class 2 contains 16792 members 
Entering Unmasked Estep 
Score: -7462277.000000 Penalty: 3573.862793
	Iteration 9Q: 3 clusters Score -7462277 nChanged 2057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43978 members 
Mstep: Class 2 contains 15687 members 
Entering Unmasked Estep 
Score: -7463959.500000 Penalty: 3573.862793
	Iteration 10Q: 3 clusters Score -7463960 nChanged 2033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44897 members 
Mstep: Class 2 contains 14768 members 
Entering Unmasked Estep 
Score: -7465897.000000 Penalty: 3573.862793
	Iteration 11Q: 3 clusters Score -7465897 nChanged 1954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45617 members 
Mstep: Class 2 contains 14048 members 
Entering Unmasked Estep 
Score: -7467818.000000 Penalty: 3573.862793
	Iteration 12Q: 3 clusters Score -7467818 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46156 members 
Mstep: Class 2 contains 13509 members 
Entering Unmasked Estep 
Score: -7468994.000000 Penalty: 3573.862793
	Iteration 13Q: 3 clusters Score -7468994 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46589 members 
Mstep: Class 2 contains 13076 members 
Entering Unmasked Estep 
Score: -7469637.500000 Penalty: 3573.862793
	Iteration 14Q: 3 clusters Score -7469638 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46976 members 
Mstep: Class 2 contains 12689 members 
Entering Unmasked Estep 
Score: -7470071.000000 Penalty: 3573.862793
	Iteration 15Q: 3 clusters Score -7470071 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47338 members 
Mstep: Class 2 contains 12327 members 
Entering Unmasked Estep 
Score: -7470311.500000 Penalty: 3573.862793
	Iteration 16Q: 3 clusters Score -7470312 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47648 members 
Mstep: Class 2 contains 12017 members 
Entering Unmasked Estep 
Score: -7470452.500000 Penalty: 3573.862793
	Iteration 17Q: 3 clusters Score -7470452 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47897 members 
Mstep: Class 2 contains 11768 members 
Entering Unmasked Estep 
Score: -7470535.000000 Penalty: 3573.862793
	Iteration 18Q: 3 clusters Score -7470535 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48123 members 
Mstep: Class 2 contains 11542 members 
Entering Unmasked Estep 
Score: -7470606.000000 Penalty: 3573.862793
	Iteration 19Q: 3 clusters Score -7470606 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48355 members 
Mstep: Class 2 contains 11310 members 
Entering Unmasked Estep 
Score: -7470643.000000 Penalty: 3573.862793
	Iteration 20F: 3 clusters Score -7470643 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48546 members 
Mstep: Class 2 contains 11119 members 
Entering Unmasked Estep 
Score: -7470719.000000 Penalty: 3573.862793
	Iteration 21Q: 3 clusters Score -7470719 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48702 members 
Mstep: Class 2 contains 10963 members 
Entering Unmasked Estep 
Score: -7470734.500000 Penalty: 3573.862793
	Iteration 22Q: 3 clusters Score -7470734 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48848 members 
Mstep: Class 2 contains 10817 members 
Entering Unmasked Estep 
Score: -7470788.500000 Penalty: 3573.862793
	Iteration 23Q: 3 clusters Score -7470788 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48998 members 
Mstep: Class 2 contains 10667 members 
Entering Unmasked Estep 
Score: -7470816.500000 Penalty: 3573.862793
	Iteration 24Q: 3 clusters Score -7470816 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49153 members 
Mstep: Class 2 contains 10512 members 
Entering Unmasked Estep 
Score: -7470839.500000 Penalty: 3573.862793
	Iteration 25Q: 3 clusters Score -7470840 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49299 members 
Mstep: Class 2 contains 10366 members 
Entering Unmasked Estep 
Score: -7470867.000000 Penalty: 3573.862793
	Iteration 26Q: 3 clusters Score -7470867 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49426 members 
Mstep: Class 2 contains 10239 members 
Entering Unmasked Estep 
Score: -7470886.000000 Penalty: 3573.862793
	Iteration 27Q: 3 clusters Score -7470886 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49548 members 
Mstep: Class 2 contains 10117 members 
Entering Unmasked Estep 
Score: -7470894.500000 Penalty: 3573.862793
	Iteration 28Q: 3 clusters Score -7470894 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49662 members 
Mstep: Class 2 contains 10003 members 
Entering Unmasked Estep 
Score: -7470925.500000 Penalty: 3573.862793
	Iteration 29Q: 3 clusters Score -7470926 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49782 members 
Mstep: Class 2 contains 9883 members 
Entering Unmasked Estep 
Score: -7470933.500000 Penalty: 3573.862793
	Iteration 30Q: 3 clusters Score -7470934 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49913 members 
Mstep: Class 2 contains 9752 members 
Entering Unmasked Estep 
Score: -7470967.000000 Penalty: 3573.862793
	Iteration 31Q: 3 clusters Score -7470967 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50017 members 
Mstep: Class 2 contains 9648 members 
Entering Unmasked Estep 
Score: -7470959.500000 Penalty: 3573.862793
	Iteration 32Q: 3 clusters Score -7470960 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50124 members 
Mstep: Class 2 contains 9541 members 
Entering Unmasked Estep 
Score: -7470986.500000 Penalty: 3573.862793
	Iteration 33Q: 3 clusters Score -7470986 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50205 members 
Mstep: Class 2 contains 9460 members 
Entering Unmasked Estep 
Score: -7470991.000000 Penalty: 3573.862793
	Iteration 34Q: 3 clusters Score -7470991 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50266 members 
Mstep: Class 2 contains 9399 members 
Entering Unmasked Estep 
Score: -7471001.500000 Penalty: 3573.862793
	Iteration 35Q: 3 clusters Score -7471002 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50323 members 
Mstep: Class 2 contains 9342 members 
Entering Unmasked Estep 
Score: -7471002.000000 Penalty: 3573.862793
	Iteration 36Q: 3 clusters Score -7471002 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50377 members 
Mstep: Class 2 contains 9288 members 
Entering Unmasked Estep 
Score: -7471012.000000 Penalty: 3573.862793
	Iteration 37Q: 3 clusters Score -7471012 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50440 members 
Mstep: Class 2 contains 9225 members 
Entering Unmasked Estep 
Score: -7471008.000000 Penalty: 3573.862793
	Iteration 38Q: 3 clusters Score -7471008 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50493 members 
Mstep: Class 2 contains 9172 members 
Entering Unmasked Estep 
Score: -7471023.000000 Penalty: 3573.862793
	Iteration 39Q: 3 clusters Score -7471023 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50543 members 
Mstep: Class 2 contains 9122 members 
Entering Unmasked Estep 
Score: -7471029.500000 Penalty: 3573.862793
	Iteration 40F: 3 clusters Score -7471030 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50604 members 
Mstep: Class 2 contains 9061 members 
Entering Unmasked Estep 
Score: -7471015.500000 Penalty: 3573.862793
	Iteration 41Q: 3 clusters Score -7471016 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50659 members 
Mstep: Class 2 contains 9006 members 
Entering Unmasked Estep 
Score: -7471029.000000 Penalty: 3573.862793
	Iteration 42Q: 3 clusters Score -7471029 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50731 members 
Mstep: Class 2 contains 8934 members 
Entering Unmasked Estep 
Score: -7471054.000000 Penalty: 3573.862793
	Iteration 43Q: 3 clusters Score -7471054 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50802 members 
Mstep: Class 2 contains 8863 members 
Entering Unmasked Estep 
Score: -7471077.000000 Penalty: 3573.862793
	Iteration 44Q: 3 clusters Score -7471077 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50871 members 
Mstep: Class 2 contains 8794 members 
Entering Unmasked Estep 
Score: -7471080.500000 Penalty: 3573.862793
	Iteration 45Q: 3 clusters Score -7471080 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50940 members 
Mstep: Class 2 contains 8725 members 
Entering Unmasked Estep 
Score: -7471080.000000 Penalty: 3573.862793
	Iteration 46Q: 3 clusters Score -7471080 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51025 members 
Mstep: Class 2 contains 8640 members 
Entering Unmasked Estep 
Score: -7471117.500000 Penalty: 3573.862793
	Iteration 47Q: 3 clusters Score -7471118 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51116 members 
Mstep: Class 2 contains 8549 members 
Entering Unmasked Estep 
Score: -7471134.500000 Penalty: 3573.862793
	Iteration 48Q: 3 clusters Score -7471134 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51208 members 
Mstep: Class 2 contains 8457 members 
Entering Unmasked Estep 
Score: -7471122.500000 Penalty: 3573.862793
	Iteration 49Q: 3 clusters Score -7471122 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51295 members 
Mstep: Class 2 contains 8370 members 
Entering Unmasked Estep 
Score: -7471165.000000 Penalty: 3573.862793
	Iteration 50Q: 3 clusters Score -7471165 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51396 members 
Mstep: Class 2 contains 8269 members 
Entering Unmasked Estep 
Score: -7471166.500000 Penalty: 3573.862793
	Iteration 51Q: 3 clusters Score -7471166 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51513 members 
Mstep: Class 2 contains 8152 members 
Entering Unmasked Estep 
Score: -7471201.500000 Penalty: 3573.862793
	Iteration 52Q: 3 clusters Score -7471202 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51648 members 
Mstep: Class 2 contains 8017 members 
Entering Unmasked Estep 
Score: -7471231.000000 Penalty: 3573.862793
	Iteration 53Q: 3 clusters Score -7471231 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51778 members 
Mstep: Class 2 contains 7887 members 
Entering Unmasked Estep 
Score: -7471258.500000 Penalty: 3573.862793
	Iteration 54Q: 3 clusters Score -7471258 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51905 members 
Mstep: Class 2 contains 7760 members 
Entering Unmasked Estep 
Score: -7471285.500000 Penalty: 3573.862793
	Iteration 55Q: 3 clusters Score -7471286 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52035 members 
Mstep: Class 2 contains 7630 members 
Entering Unmasked Estep 
Score: -7471311.000000 Penalty: 3573.862793
	Iteration 56Q: 3 clusters Score -7471311 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52180 members 
Mstep: Class 2 contains 7485 members 
Entering Unmasked Estep 
Score: -7471343.500000 Penalty: 3573.862793
	Iteration 57Q: 3 clusters Score -7471344 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52308 members 
Mstep: Class 2 contains 7357 members 
Entering Unmasked Estep 
Score: -7471392.000000 Penalty: 3573.862793
	Iteration 58Q: 3 clusters Score -7471392 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52457 members 
Mstep: Class 2 contains 7208 members 
Entering Unmasked Estep 
Score: -7471460.500000 Penalty: 3573.862793
	Iteration 59Q: 3 clusters Score -7471460 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52588 members 
Mstep: Class 2 contains 7077 members 
Entering Unmasked Estep 
Score: -7471485.500000 Penalty: 3573.862793
	Iteration 60F: 3 clusters Score -7471486 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52719 members 
Mstep: Class 2 contains 6946 members 
Entering Unmasked Estep 
Score: -7471536.000000 Penalty: 3573.862793
	Iteration 61Q: 3 clusters Score -7471536 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52832 members 
Mstep: Class 2 contains 6833 members 
Entering Unmasked Estep 
Score: -7471567.000000 Penalty: 3573.862793
	Iteration 62Q: 3 clusters Score -7471567 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52945 members 
Mstep: Class 2 contains 6720 members 
Entering Unmasked Estep 
Score: -7471593.000000 Penalty: 3573.862793
	Iteration 63Q: 3 clusters Score -7471593 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53051 members 
Mstep: Class 2 contains 6614 members 
Entering Unmasked Estep 
Score: -7471612.500000 Penalty: 3573.862793
	Iteration 64Q: 3 clusters Score -7471612 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53131 members 
Mstep: Class 2 contains 6534 members 
Entering Unmasked Estep 
Score: -7471625.000000 Penalty: 3573.862793
	Iteration 65Q: 3 clusters Score -7471625 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53220 members 
Mstep: Class 2 contains 6445 members 
Entering Unmasked Estep 
Score: -7471642.500000 Penalty: 3573.862793
	Iteration 66Q: 3 clusters Score -7471642 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53292 members 
Mstep: Class 2 contains 6373 members 
Entering Unmasked Estep 
Score: -7471643.000000 Penalty: 3573.862793
	Iteration 67Q: 3 clusters Score -7471643 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53353 members 
Mstep: Class 2 contains 6312 members 
Entering Unmasked Estep 
Score: -7471672.000000 Penalty: 3573.862793
	Iteration 68Q: 3 clusters Score -7471672 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53414 members 
Mstep: Class 2 contains 6251 members 
Entering Unmasked Estep 
Score: -7471670.000000 Penalty: 3573.862793
	Iteration 69Q: 3 clusters Score -7471670 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53465 members 
Mstep: Class 2 contains 6200 members 
Entering Unmasked Estep 
Score: -7471659.000000 Penalty: 3573.862793
	Iteration 70Q: 3 clusters Score -7471659 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53503 members 
Mstep: Class 2 contains 6162 members 
Entering Unmasked Estep 
Score: -7471663.000000 Penalty: 3573.862793
	Iteration 71Q: 3 clusters Score -7471663 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53536 members 
Mstep: Class 2 contains 6129 members 
Entering Unmasked Estep 
Score: -7471680.000000 Penalty: 3573.862793
	Iteration 72Q: 3 clusters Score -7471680 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53561 members 
Mstep: Class 2 contains 6104 members 
Entering Unmasked Estep 
Score: -7471675.500000 Penalty: 3573.862793
	Iteration 73Q: 3 clusters Score -7471676 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53588 members 
Mstep: Class 2 contains 6077 members 
Entering Unmasked Estep 
Score: -7471681.000000 Penalty: 3573.862793
	Iteration 74Q: 3 clusters Score -7471681 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53602 members 
Mstep: Class 2 contains 6063 members 
Entering Unmasked Estep 
Score: -7471669.500000 Penalty: 3573.862793
	Iteration 75Q: 3 clusters Score -7471670 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53622 members 
Mstep: Class 2 contains 6043 members 
Entering Unmasked Estep 
Score: -7471680.500000 Penalty: 3573.862793
	Iteration 76Q: 3 clusters Score -7471680 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53642 members 
Mstep: Class 2 contains 6023 members 
Entering Unmasked Estep 
Score: -7471685.000000 Penalty: 3573.862793
	Iteration 77Q: 3 clusters Score -7471685 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53661 members 
Mstep: Class 2 contains 6004 members 
Entering Unmasked Estep 
Score: -7471678.000000 Penalty: 3573.862793
	Iteration 78Q: 3 clusters Score -7471678 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53682 members 
Mstep: Class 2 contains 5983 members 
Entering Unmasked Estep 
Score: -7471678.000000 Penalty: 3573.862793
	Iteration 79Q: 3 clusters Score -7471678 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53708 members 
Mstep: Class 2 contains 5957 members 
Entering Unmasked Estep 
Score: -7471676.000000 Penalty: 3573.862793
	Iteration 80F: 3 clusters Score -7471676 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53736 members 
Mstep: Class 2 contains 5929 members 
Entering Unmasked Estep 
Score: -7471693.000000 Penalty: 3573.862793
	Iteration 81Q: 3 clusters Score -7471693 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53767 members 
Mstep: Class 2 contains 5898 members 
Entering Unmasked Estep 
Score: -7471695.500000 Penalty: 3573.862793
	Iteration 82Q: 3 clusters Score -7471696 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53795 members 
Mstep: Class 2 contains 5870 members 
Entering Unmasked Estep 
Score: -7471693.500000 Penalty: 3573.862793
	Iteration 83Q: 3 clusters Score -7471694 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53823 members 
Mstep: Class 2 contains 5842 members 
Entering Unmasked Estep 
Score: -7471686.500000 Penalty: 3573.862793
	Iteration 84Q: 3 clusters Score -7471686 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53849 members 
Mstep: Class 2 contains 5816 members 
Entering Unmasked Estep 
Score: -7471693.500000 Penalty: 3573.862793
	Iteration 85Q: 3 clusters Score -7471694 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53875 members 
Mstep: Class 2 contains 5790 members 
Entering Unmasked Estep 
Score: -7471704.000000 Penalty: 3573.862793
	Iteration 86Q: 3 clusters Score -7471704 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53898 members 
Mstep: Class 2 contains 5767 members 
Entering Unmasked Estep 
Score: -7471703.500000 Penalty: 3573.862793
	Iteration 87Q: 3 clusters Score -7471704 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53918 members 
Mstep: Class 2 contains 5747 members 
Entering Unmasked Estep 
Score: -7471706.000000 Penalty: 3573.862793
	Iteration 88Q: 3 clusters Score -7471706 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53934 members 
Mstep: Class 2 contains 5731 members 
Entering Unmasked Estep 
Score: -7471712.000000 Penalty: 3573.862793
	Iteration 89Q: 3 clusters Score -7471712 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53951 members 
Mstep: Class 2 contains 5714 members 
Entering Unmasked Estep 
Score: -7471708.000000 Penalty: 3573.862793
	Iteration 90Q: 3 clusters Score -7471708 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53969 members 
Mstep: Class 2 contains 5696 members 
Entering Unmasked Estep 
Score: -7471702.000000 Penalty: 3573.862793
	Iteration 91Q: 3 clusters Score -7471702 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53985 members 
Mstep: Class 2 contains 5680 members 
Entering Unmasked Estep 
Score: -7471702.500000 Penalty: 3573.862793
	Iteration 92Q: 3 clusters Score -7471702 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54003 members 
Mstep: Class 2 contains 5662 members 
Entering Unmasked Estep 
Score: -7471708.000000 Penalty: 3573.862793
	Iteration 93Q: 3 clusters Score -7471708 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54021 members 
Mstep: Class 2 contains 5644 members 
Entering Unmasked Estep 
Score: -7471699.500000 Penalty: 3573.862793
	Iteration 94Q: 3 clusters Score -7471700 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54036 members 
Mstep: Class 2 contains 5629 members 
Entering Unmasked Estep 
Score: -7471715.500000 Penalty: 3573.862793
	Iteration 95Q: 3 clusters Score -7471716 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54050 members 
Mstep: Class 2 contains 5615 members 
Entering Unmasked Estep 
Score: -7471712.000000 Penalty: 3573.862793
	Iteration 96Q: 3 clusters Score -7471712 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54070 members 
Mstep: Class 2 contains 5595 members 
Entering Unmasked Estep 
Score: -7471710.000000 Penalty: 3573.862793
	Iteration 97Q: 3 clusters Score -7471710 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54088 members 
Mstep: Class 2 contains 5577 members 
Entering Unmasked Estep 
Score: -7471708.500000 Penalty: 3573.862793
	Iteration 98Q: 3 clusters Score -7471708 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54106 members 
Mstep: Class 2 contains 5559 members 
Entering Unmasked Estep 
Score: -7471713.000000 Penalty: 3573.862793
	Iteration 99Q: 3 clusters Score -7471713 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54127 members 
Mstep: Class 2 contains 5538 members 
Entering Unmasked Estep 
Score: -7471711.000000 Penalty: 3573.862793
	Iteration 100F: 3 clusters Score -7471711 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54140 members 
Mstep: Class 2 contains 5525 members 
Entering Unmasked Estep 
Score: -7471711.000000 Penalty: 3573.862793
	Iteration 101Q: 3 clusters Score -7471711 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54150 members 
Mstep: Class 2 contains 5515 members 
Entering Unmasked Estep 
Score: -7471709.000000 Penalty: 3573.862793
	Iteration 102Q: 3 clusters Score -7471709 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54157 members 
Mstep: Class 2 contains 5508 members 
Entering Unmasked Estep 
Score: -7471706.500000 Penalty: 3573.862793
	Iteration 103Q: 3 clusters Score -7471706 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54161 members 
Mstep: Class 2 contains 5504 members 
Entering Unmasked Estep 
Score: -7471701.500000 Penalty: 3573.862793
	Iteration 104Q: 3 clusters Score -7471702 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54166 members 
Mstep: Class 2 contains 5499 members 
Entering Unmasked Estep 
Score: -7471704.000000 Penalty: 3573.862793
	Iteration 105Q: 3 clusters Score -7471704 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54171 members 
Mstep: Class 2 contains 5494 members 
Entering Unmasked Estep 
Score: -7471702.000000 Penalty: 3573.862793
	Iteration 106Q: 3 clusters Score -7471702 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54173 members 
Mstep: Class 2 contains 5492 members 
Entering Unmasked Estep 
Score: -7471707.000000 Penalty: 3573.862793
	Iteration 107Q: 3 clusters Score -7471707 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54175 members 
Mstep: Class 2 contains 5490 members 
Entering Unmasked Estep 
Score: -7471706.000000 Penalty: 3573.862793
	Iteration 108Q: 3 clusters Score -7471706 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54177 members 
Mstep: Class 2 contains 5488 members 
Entering Unmasked Estep 
Score: -7471705.000000 Penalty: 3573.862793
	Iteration 109Q: 3 clusters Score -7471705 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54179 members 
Mstep: Class 2 contains 5486 members 
Entering Unmasked Estep 
Score: -7471708.500000 Penalty: 3573.862793
	Iteration 110Q: 3 clusters Score -7471708 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54181 members 
Mstep: Class 2 contains 5484 members 
Entering Unmasked Estep 
Score: -7471702.500000 Penalty: 3573.862793
	Iteration 111Q: 3 clusters Score -7471702 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54181 members 
Mstep: Class 2 contains 5484 members 
Entering Unmasked Estep 
Score: -7471702.500000 Penalty: 3573.862793
	Iteration 112F: 3 clusters Score -7471702 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 60201 members 
Mstep: Class 2 contains 43029 members 
Mstep: Class 3 contains 2728 members 
Mstep: Class 4 contains 3476 members 
Mstep: Class 5 contains 16949 members 
Mstep: Class 6 contains 6984 members 
Mstep: Class 7 contains 447 members 
Mstep: Class 8 contains 4503 members 
Mstep: Class 9 contains 3974 members 
Mstep: Class 10 contains 132934 members 
Mstep: Class 11 contains 2039 members 
Mstep: Class 12 contains 74813 members 
Mstep: Class 13 contains 19420 members 
Mstep: Class 14 contains 90717 members 
Mstep: Class 15 contains 4590 members 
Mstep: Class 16 contains 18590 members 
Mstep: Class 17 contains 11565 members 
Mstep: Class 18 contains 16151 members 
Mstep: Class 19 contains 54181 members 
Mstep: Class 20 contains 4868 members 
Mstep: Class 21 contains 8775 members 
Mstep: Class 22 contains 19352 members 
Mstep: Class 23 contains 44980 members 
Mstep: Class 24 contains 60378 members 
Mstep: Class 25 contains 7256 members 
Mstep: Class 26 contains 4946 members 
Mstep: Class 27 contains 3094 members 
Mstep: Class 28 contains 2610 members 
Mstep: Class 29 contains 607 members 
Mstep: Class 30 contains 3098 members 
Mstep: Class 31 contains 11924 members 
Mstep: Class 32 contains 13058 members 
Mstep: Class 33 contains 50971 members 
Mstep: Class 34 contains 9490 members 
Mstep: Class 35 contains 2397 members 
Mstep: Class 36 contains 5484 members 
Entering Unmasked Estep 
Score: -100181496.000000 Penalty: 79664.296875
Splitting cluster 19 changes total score from -100152128.000000 to -100181496.000000
So it's getting split into cluster 36.
Entering ConstructFrom: 
Trying to split cluster 20 (4868 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Entering Unmasked Estep 
Score: -641679.625000 Penalty: 1379.696289
	Iteration 0F: 2 clusters Score -641679.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -637740.812500 Penalty: 2759.392578
	Iteration 0F: 3 clusters Score -637740.8 nChanged 1932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -638747.000000 Penalty: 2759.392578
	Iteration 1F: 3 clusters Score -638747 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -638898.937500 Penalty: 2759.392578
	Iteration 2F: 3 clusters Score -638898.9 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -639010.937500 Penalty: 2759.392578
	Iteration 3F: 3 clusters Score -639010.9 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -639091.500000 Penalty: 2759.392578
	Iteration 4Q: 3 clusters Score -639091.5 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -639156.000000 Penalty: 2759.392578
	Iteration 5Q: 3 clusters Score -639156 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -639211.062500 Penalty: 2759.392578
	Iteration 6Q: 3 clusters Score -639211.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -639264.500000 Penalty: 2759.392578
	Iteration 7Q: 3 clusters Score -639264.5 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -639324.437500 Penalty: 2759.392578
	Iteration 8Q: 3 clusters Score -639324.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -639411.687500 Penalty: 2759.392578
	Iteration 9Q: 3 clusters Score -639411.7 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -639490.812500 Penalty: 2759.392578
	Iteration 10Q: 3 clusters Score -639490.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -639565.750000 Penalty: 2759.392578
	Iteration 11Q: 3 clusters Score -639565.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -639628.062500 Penalty: 2759.392578
	Iteration 12Q: 3 clusters Score -639628.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -639688.187500 Penalty: 2759.392578
	Iteration 13Q: 3 clusters Score -639688.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -639740.312500 Penalty: 2759.392578
	Iteration 14Q: 3 clusters Score -639740.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -639788.000000 Penalty: 2759.392578
	Iteration 15Q: 3 clusters Score -639788 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -639841.062500 Penalty: 2759.392578
	Iteration 16Q: 3 clusters Score -639841.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -639896.187500 Penalty: 2759.392578
	Iteration 17Q: 3 clusters Score -639896.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -639940.562500 Penalty: 2759.392578
	Iteration 18Q: 3 clusters Score -639940.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -639990.250000 Penalty: 2759.392578
	Iteration 19Q: 3 clusters Score -639990.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -640031.625000 Penalty: 2759.392578
	Iteration 20F: 3 clusters Score -640031.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -640069.625000 Penalty: 2759.392578
	Iteration 21Q: 3 clusters Score -640069.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -640106.125000 Penalty: 2759.392578
	Iteration 22Q: 3 clusters Score -640106.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -640143.625000 Penalty: 2759.392578
	Iteration 23Q: 3 clusters Score -640143.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -640180.875000 Penalty: 2759.392578
	Iteration 24Q: 3 clusters Score -640180.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -640217.000000 Penalty: 2759.392578
	Iteration 25Q: 3 clusters Score -640217 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -640244.562500 Penalty: 2759.392578
	Iteration 26Q: 3 clusters Score -640244.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -640271.250000 Penalty: 2759.392578
	Iteration 27Q: 3 clusters Score -640271.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -640296.750000 Penalty: 2759.392578
	Iteration 28Q: 3 clusters Score -640296.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -640313.375000 Penalty: 2759.392578
	Iteration 29Q: 3 clusters Score -640313.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -640328.000000 Penalty: 2759.392578
	Iteration 30Q: 3 clusters Score -640328 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -640343.562500 Penalty: 2759.392578
	Iteration 31Q: 3 clusters Score -640343.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -640354.687500 Penalty: 2759.392578
	Iteration 32Q: 3 clusters Score -640354.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -640363.625000 Penalty: 2759.392578
	Iteration 33Q: 3 clusters Score -640363.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -640370.812500 Penalty: 2759.392578
	Iteration 34Q: 3 clusters Score -640370.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -640377.625000 Penalty: 2759.392578
	Iteration 35Q: 3 clusters Score -640377.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -640385.750000 Penalty: 2759.392578
	Iteration 36Q: 3 clusters Score -640385.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -640395.062500 Penalty: 2759.392578
	Iteration 37Q: 3 clusters Score -640395.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -640400.562500 Penalty: 2759.392578
	Iteration 38Q: 3 clusters Score -640400.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -640409.062500 Penalty: 2759.392578
	Iteration 39Q: 3 clusters Score -640409.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -640412.750000 Penalty: 2759.392578
	Iteration 40F: 3 clusters Score -640412.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -640416.187500 Penalty: 2759.392578
	Iteration 41Q: 3 clusters Score -640416.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -640420.687500 Penalty: 2759.392578
	Iteration 42Q: 3 clusters Score -640420.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -640424.250000 Penalty: 2759.392578
	Iteration 43Q: 3 clusters Score -640424.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -640428.687500 Penalty: 2759.392578
	Iteration 44Q: 3 clusters Score -640428.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -640440.437500 Penalty: 2759.392578
	Iteration 45Q: 3 clusters Score -640440.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -640448.312500 Penalty: 2759.392578
	Iteration 46Q: 3 clusters Score -640448.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -640450.875000 Penalty: 2759.392578
	Iteration 47Q: 3 clusters Score -640450.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -640456.500000 Penalty: 2759.392578
	Iteration 48Q: 3 clusters Score -640456.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -640459.750000 Penalty: 2759.392578
	Iteration 49Q: 3 clusters Score -640459.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -640464.437500 Penalty: 2759.392578
	Iteration 50Q: 3 clusters Score -640464.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -640463.812500 Penalty: 2759.392578
	Iteration 51Q: 3 clusters Score -640463.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -640463.812500 Penalty: 2759.392578
	Iteration 52F: 3 clusters Score -640463.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (8775 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8775 members 
Entering Unmasked Estep 
Score: -938664.187500 Penalty: 1475.445068
	Iteration 0F: 2 clusters Score -938664.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -932325.312500 Penalty: 2950.890137
	Iteration 0F: 3 clusters Score -932325.3 nChanged 3816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -935249.187500 Penalty: 2950.890137
	Iteration 1F: 3 clusters Score -935249.2 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -936359.937500 Penalty: 2950.890137
	Iteration 2F: 3 clusters Score -936359.9 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -937134.625000 Penalty: 2950.890137
	Iteration 3F: 3 clusters Score -937134.6 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -937659.062500 Penalty: 2950.890137
	Iteration 4F: 3 clusters Score -937659.1 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -938047.562500 Penalty: 2950.890137
	Iteration 5F: 3 clusters Score -938047.6 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5606 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -938362.000000 Penalty: 2950.890137
	Iteration 6Q: 3 clusters Score -938362 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5666 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -938636.500000 Penalty: 2950.890137
	Iteration 7Q: 3 clusters Score -938636.5 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5704 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -938820.062500 Penalty: 2950.890137
	Iteration 8Q: 3 clusters Score -938820.1 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5716 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -938938.187500 Penalty: 2950.890137
	Iteration 9Q: 3 clusters Score -938938.2 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5747 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -939048.375000 Penalty: 2950.890137
	Iteration 10Q: 3 clusters Score -939048.4 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5769 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -939166.062500 Penalty: 2950.890137
	Iteration 11Q: 3 clusters Score -939166.1 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5764 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -939240.000000 Penalty: 2950.890137
	Iteration 12Q: 3 clusters Score -939240 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5765 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -939309.687500 Penalty: 2950.890137
	Iteration 13Q: 3 clusters Score -939309.7 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5789 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -939373.125000 Penalty: 2950.890137
	Iteration 14Q: 3 clusters Score -939373.1 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5802 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -939444.875000 Penalty: 2950.890137
	Iteration 15Q: 3 clusters Score -939444.9 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5791 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -939496.062500 Penalty: 2950.890137
	Iteration 16Q: 3 clusters Score -939496.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5779 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -939527.937500 Penalty: 2950.890137
	Iteration 17Q: 3 clusters Score -939527.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5752 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -939546.500000 Penalty: 2950.890137
	Iteration 18Q: 3 clusters Score -939546.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5743 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -939558.562500 Penalty: 2950.890137
	Iteration 19Q: 3 clusters Score -939558.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5735 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -939569.062500 Penalty: 2950.890137
	Iteration 20F: 3 clusters Score -939569.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5726 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -939577.687500 Penalty: 2950.890137
	Iteration 21Q: 3 clusters Score -939577.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5721 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -939583.500000 Penalty: 2950.890137
	Iteration 22Q: 3 clusters Score -939583.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5726 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -939587.000000 Penalty: 2950.890137
	Iteration 23Q: 3 clusters Score -939587 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5728 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -939588.875000 Penalty: 2950.890137
	Iteration 24Q: 3 clusters Score -939588.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -939592.875000 Penalty: 2950.890137
	Iteration 25Q: 3 clusters Score -939592.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5741 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -939596.125000 Penalty: 2950.890137
	Iteration 26Q: 3 clusters Score -939596.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5741 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -939598.312500 Penalty: 2950.890137
	Iteration 27Q: 3 clusters Score -939598.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5740 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -939599.562500 Penalty: 2950.890137
	Iteration 28Q: 3 clusters Score -939599.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5742 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -939599.500000 Penalty: 2950.890137
	Iteration 29Q: 3 clusters Score -939599.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5740 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -939600.562500 Penalty: 2950.890137
	Iteration 30Q: 3 clusters Score -939600.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5743 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -939604.875000 Penalty: 2950.890137
	Iteration 31Q: 3 clusters Score -939604.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5756 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -939607.125000 Penalty: 2950.890137
	Iteration 32Q: 3 clusters Score -939607.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5763 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -939611.062500 Penalty: 2950.890137
	Iteration 33Q: 3 clusters Score -939611.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5764 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -939611.750000 Penalty: 2950.890137
	Iteration 34Q: 3 clusters Score -939611.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5765 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -939607.750000 Penalty: 2950.890137
	Iteration 35Q: 3 clusters Score -939607.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5767 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -939610.250000 Penalty: 2950.890137
	Iteration 36Q: 3 clusters Score -939610.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5775 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -939612.562500 Penalty: 2950.890137
	Iteration 37Q: 3 clusters Score -939612.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5780 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -939615.125000 Penalty: 2950.890137
	Iteration 38Q: 3 clusters Score -939615.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5781 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -939616.687500 Penalty: 2950.890137
	Iteration 39Q: 3 clusters Score -939616.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5784 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -939617.562500 Penalty: 2950.890137
	Iteration 40F: 3 clusters Score -939617.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5783 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -939616.375000 Penalty: 2950.890137
	Iteration 41Q: 3 clusters Score -939616.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5782 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -939616.687500 Penalty: 2950.890137
	Iteration 42Q: 3 clusters Score -939616.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5781 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -939616.625000 Penalty: 2950.890137
	Iteration 43Q: 3 clusters Score -939616.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5781 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -939616.625000 Penalty: 2950.890137
	Iteration 44F: 3 clusters Score -939616.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 60201 members 
Mstep: Class 2 contains 43029 members 
Mstep: Class 3 contains 2728 members 
Mstep: Class 4 contains 3476 members 
Mstep: Class 5 contains 16949 members 
Mstep: Class 6 contains 6984 members 
Mstep: Class 7 contains 447 members 
Mstep: Class 8 contains 4503 members 
Mstep: Class 9 contains 3974 members 
Mstep: Class 10 contains 132934 members 
Mstep: Class 11 contains 2039 members 
Mstep: Class 12 contains 74813 members 
Mstep: Class 13 contains 19420 members 
Mstep: Class 14 contains 90717 members 
Mstep: Class 15 contains 4590 members 
Mstep: Class 16 contains 18590 members 
Mstep: Class 17 contains 11565 members 
Mstep: Class 18 contains 16151 members 
Mstep: Class 19 contains 54181 members 
Mstep: Class 20 contains 4868 members 
Mstep: Class 21 contains 5781 members 
Mstep: Class 22 contains 19352 members 
Mstep: Class 23 contains 44980 members 
Mstep: Class 24 contains 60378 members 
Mstep: Class 25 contains 7256 members 
Mstep: Class 26 contains 4946 members 
Mstep: Class 27 contains 3094 members 
Mstep: Class 28 contains 2610 members 
Mstep: Class 29 contains 607 members 
Mstep: Class 30 contains 3098 members 
Mstep: Class 31 contains 11924 members 
Mstep: Class 32 contains 13058 members 
Mstep: Class 33 contains 50971 members 
Mstep: Class 34 contains 9490 members 
Mstep: Class 35 contains 2397 members 
Mstep: Class 36 contains 5484 members 
Mstep: Class 37 contains 2994 members 
Entering Unmasked Estep 
Score: -100182424.000000 Penalty: 81877.195312
Splitting cluster 21 changes total score from -100152128.000000 to -100182424.000000
So it's getting split into cluster 37.
Entering ConstructFrom: 
Trying to split cluster 22 (19352 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19352 members 
Entering Unmasked Estep 
Score: -2266986.250000 Penalty: 1603.964600
	Iteration 0F: 2 clusters Score -2266986 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9592 members 
Mstep: Class 2 contains 9760 members 
Entering Unmasked Estep 
Score: -2253830.500000 Penalty: 3207.929199
	Iteration 0F: 3 clusters Score -2253830 nChanged 8709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9039 members 
Mstep: Class 2 contains 10313 members 
Entering Unmasked Estep 
Score: -2259452.750000 Penalty: 3207.929199
	Iteration 1F: 3 clusters Score -2259453 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8707 members 
Mstep: Class 2 contains 10645 members 
Entering Unmasked Estep 
Score: -2261183.500000 Penalty: 3207.929199
	Iteration 2F: 3 clusters Score -2261184 nChanged 1772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8459 members 
Mstep: Class 2 contains 10893 members 
Entering Unmasked Estep 
Score: -2262819.750000 Penalty: 3207.929199
	Iteration 3F: 3 clusters Score -2262820 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8360 members 
Mstep: Class 2 contains 10992 members 
Entering Unmasked Estep 
Score: -2263981.500000 Penalty: 3207.929199
	Iteration 4F: 3 clusters Score -2263982 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8306 members 
Mstep: Class 2 contains 11046 members 
Entering Unmasked Estep 
Score: -2264678.250000 Penalty: 3207.929199
	Iteration 5F: 3 clusters Score -2264678 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8232 members 
Mstep: Class 2 contains 11120 members 
Entering Unmasked Estep 
Score: -2265079.750000 Penalty: 3207.929199
	Iteration 6Q: 3 clusters Score -2265080 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8165 members 
Mstep: Class 2 contains 11187 members 
Entering Unmasked Estep 
Score: -2265321.500000 Penalty: 3207.929199
	Iteration 7Q: 3 clusters Score -2265322 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8085 members 
Mstep: Class 2 contains 11267 members 
Entering Unmasked Estep 
Score: -2265499.000000 Penalty: 3207.929199
	Iteration 8Q: 3 clusters Score -2265499 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7987 members 
Mstep: Class 2 contains 11365 members 
Entering Unmasked Estep 
Score: -2265605.000000 Penalty: 3207.929199
	Iteration 9Q: 3 clusters Score -2265605 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7895 members 
Mstep: Class 2 contains 11457 members 
Entering Unmasked Estep 
Score: -2265683.500000 Penalty: 3207.929199
	Iteration 10Q: 3 clusters Score -2265684 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7778 members 
Mstep: Class 2 contains 11574 members 
Entering Unmasked Estep 
Score: -2265754.750000 Penalty: 3207.929199
	Iteration 11Q: 3 clusters Score -2265755 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7657 members 
Mstep: Class 2 contains 11695 members 
Entering Unmasked Estep 
Score: -2265805.250000 Penalty: 3207.929199
	Iteration 12Q: 3 clusters Score -2265805 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7520 members 
Mstep: Class 2 contains 11832 members 
Entering Unmasked Estep 
Score: -2265851.250000 Penalty: 3207.929199
	Iteration 13Q: 3 clusters Score -2265851 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7392 members 
Mstep: Class 2 contains 11960 members 
Entering Unmasked Estep 
Score: -2265890.250000 Penalty: 3207.929199
	Iteration 14Q: 3 clusters Score -2265890 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7270 members 
Mstep: Class 2 contains 12082 members 
Entering Unmasked Estep 
Score: -2265924.750000 Penalty: 3207.929199
	Iteration 15Q: 3 clusters Score -2265925 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7159 members 
Mstep: Class 2 contains 12193 members 
Entering Unmasked Estep 
Score: -2265955.000000 Penalty: 3207.929199
	Iteration 16Q: 3 clusters Score -2265955 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7032 members 
Mstep: Class 2 contains 12320 members 
Entering Unmasked Estep 
Score: -2265978.750000 Penalty: 3207.929199
	Iteration 17Q: 3 clusters Score -2265979 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6915 members 
Mstep: Class 2 contains 12437 members 
Entering Unmasked Estep 
Score: -2266007.750000 Penalty: 3207.929199
	Iteration 18Q: 3 clusters Score -2266008 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6791 members 
Mstep: Class 2 contains 12561 members 
Entering Unmasked Estep 
Score: -2266039.750000 Penalty: 3207.929199
	Iteration 19Q: 3 clusters Score -2266040 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6684 members 
Mstep: Class 2 contains 12668 members 
Entering Unmasked Estep 
Score: -2266064.250000 Penalty: 3207.929199
	Iteration 20F: 3 clusters Score -2266064 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6575 members 
Mstep: Class 2 contains 12777 members 
Entering Unmasked Estep 
Score: -2266088.250000 Penalty: 3207.929199
	Iteration 21Q: 3 clusters Score -2266088 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6461 members 
Mstep: Class 2 contains 12891 members 
Entering Unmasked Estep 
Score: -2266111.000000 Penalty: 3207.929199
	Iteration 22Q: 3 clusters Score -2266111 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6331 members 
Mstep: Class 2 contains 13021 members 
Entering Unmasked Estep 
Score: -2266141.500000 Penalty: 3207.929199
	Iteration 23Q: 3 clusters Score -2266142 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6216 members 
Mstep: Class 2 contains 13136 members 
Entering Unmasked Estep 
Score: -2266156.750000 Penalty: 3207.929199
	Iteration 24Q: 3 clusters Score -2266157 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6110 members 
Mstep: Class 2 contains 13242 members 
Entering Unmasked Estep 
Score: -2266184.250000 Penalty: 3207.929199
	Iteration 25Q: 3 clusters Score -2266184 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5996 members 
Mstep: Class 2 contains 13356 members 
Entering Unmasked Estep 
Score: -2266218.000000 Penalty: 3207.929199
	Iteration 26Q: 3 clusters Score -2266218 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5879 members 
Mstep: Class 2 contains 13473 members 
Entering Unmasked Estep 
Score: -2266244.500000 Penalty: 3207.929199
	Iteration 27Q: 3 clusters Score -2266244 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5773 members 
Mstep: Class 2 contains 13579 members 
Entering Unmasked Estep 
Score: -2266269.250000 Penalty: 3207.929199
	Iteration 28Q: 3 clusters Score -2266269 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5648 members 
Mstep: Class 2 contains 13704 members 
Entering Unmasked Estep 
Score: -2266306.000000 Penalty: 3207.929199
	Iteration 29Q: 3 clusters Score -2266306 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5535 members 
Mstep: Class 2 contains 13817 members 
Entering Unmasked Estep 
Score: -2266323.500000 Penalty: 3207.929199
	Iteration 30Q: 3 clusters Score -2266324 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5405 members 
Mstep: Class 2 contains 13947 members 
Entering Unmasked Estep 
Score: -2266372.500000 Penalty: 3207.929199
	Iteration 31Q: 3 clusters Score -2266372 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5264 members 
Mstep: Class 2 contains 14088 members 
Entering Unmasked Estep 
Score: -2266402.000000 Penalty: 3207.929199
	Iteration 32Q: 3 clusters Score -2266402 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 14225 members 
Entering Unmasked Estep 
Score: -2266443.000000 Penalty: 3207.929199
	Iteration 33Q: 3 clusters Score -2266443 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 14365 members 
Entering Unmasked Estep 
Score: -2266479.000000 Penalty: 3207.929199
	Iteration 34Q: 3 clusters Score -2266479 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 14511 members 
Entering Unmasked Estep 
Score: -2266520.250000 Penalty: 3207.929199
	Iteration 35Q: 3 clusters Score -2266520 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 14663 members 
Entering Unmasked Estep 
Score: -2266560.500000 Penalty: 3207.929199
	Iteration 36Q: 3 clusters Score -2266560 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 14807 members 
Entering Unmasked Estep 
Score: -2266590.750000 Penalty: 3207.929199
	Iteration 37Q: 3 clusters Score -2266591 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 14947 members 
Entering Unmasked Estep 
Score: -2266627.000000 Penalty: 3207.929199
	Iteration 38Q: 3 clusters Score -2266627 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 15081 members 
Entering Unmasked Estep 
Score: -2266651.500000 Penalty: 3207.929199
	Iteration 39Q: 3 clusters Score -2266652 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 15194 members 
Entering Unmasked Estep 
Score: -2266682.000000 Penalty: 3207.929199
	Iteration 40F: 3 clusters Score -2266682 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 15299 members 
Entering Unmasked Estep 
Score: -2266699.000000 Penalty: 3207.929199
	Iteration 41Q: 3 clusters Score -2266699 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 15388 members 
Entering Unmasked Estep 
Score: -2266727.500000 Penalty: 3207.929199
	Iteration 42Q: 3 clusters Score -2266728 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 15468 members 
Entering Unmasked Estep 
Score: -2266735.250000 Penalty: 3207.929199
	Iteration 43Q: 3 clusters Score -2266735 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 15547 members 
Entering Unmasked Estep 
Score: -2266742.750000 Penalty: 3207.929199
	Iteration 44Q: 3 clusters Score -2266743 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 15603 members 
Entering Unmasked Estep 
Score: -2266765.250000 Penalty: 3207.929199
	Iteration 45Q: 3 clusters Score -2266765 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 15660 members 
Entering Unmasked Estep 
Score: -2266769.250000 Penalty: 3207.929199
	Iteration 46Q: 3 clusters Score -2266769 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 15729 members 
Entering Unmasked Estep 
Score: -2266784.250000 Penalty: 3207.929199
	Iteration 47Q: 3 clusters Score -2266784 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 15795 members 
Entering Unmasked Estep 
Score: -2266803.750000 Penalty: 3207.929199
	Iteration 48Q: 3 clusters Score -2266804 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 15855 members 
Entering Unmasked Estep 
Score: -2266816.500000 Penalty: 3207.929199
	Iteration 49Q: 3 clusters Score -2266816 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 15917 members 
Entering Unmasked Estep 
Score: -2266833.250000 Penalty: 3207.929199
	Iteration 50Q: 3 clusters Score -2266833 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 15971 members 
Entering Unmasked Estep 
Score: -2266848.500000 Penalty: 3207.929199
	Iteration 51Q: 3 clusters Score -2266848 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 16021 members 
Entering Unmasked Estep 
Score: -2266851.000000 Penalty: 3207.929199
	Iteration 52Q: 3 clusters Score -2266851 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 16057 members 
Entering Unmasked Estep 
Score: -2266862.250000 Penalty: 3207.929199
	Iteration 53Q: 3 clusters Score -2266862 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 16102 members 
Entering Unmasked Estep 
Score: -2266878.000000 Penalty: 3207.929199
	Iteration 54Q: 3 clusters Score -2266878 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 16162 members 
Entering Unmasked Estep 
Score: -2266895.000000 Penalty: 3207.929199
	Iteration 55Q: 3 clusters Score -2266895 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 16214 members 
Entering Unmasked Estep 
Score: -2266903.250000 Penalty: 3207.929199
	Iteration 56Q: 3 clusters Score -2266903 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 16274 members 
Entering Unmasked Estep 
Score: -2266927.500000 Penalty: 3207.929199
	Iteration 57Q: 3 clusters Score -2266928 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 16327 members 
Entering Unmasked Estep 
Score: -2266938.500000 Penalty: 3207.929199
	Iteration 58Q: 3 clusters Score -2266938 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 16374 members 
Entering Unmasked Estep 
Score: -2266955.000000 Penalty: 3207.929199
	Iteration 59Q: 3 clusters Score -2266955 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 16423 members 
Entering Unmasked Estep 
Score: -2266963.500000 Penalty: 3207.929199
	Iteration 60F: 3 clusters Score -2266964 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 16466 members 
Entering Unmasked Estep 
Score: -2266974.000000 Penalty: 3207.929199
	Iteration 61Q: 3 clusters Score -2266974 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 16500 members 
Entering Unmasked Estep 
Score: -2266981.500000 Penalty: 3207.929199
	Iteration 62Q: 3 clusters Score -2266982 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 16518 members 
Entering Unmasked Estep 
Score: -2266982.750000 Penalty: 3207.929199
	Iteration 63Q: 3 clusters Score -2266983 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 16527 members 
Entering Unmasked Estep 
Score: -2266981.500000 Penalty: 3207.929199
	Iteration 64Q: 3 clusters Score -2266982 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 16538 members 
Entering Unmasked Estep 
Score: -2266981.000000 Penalty: 3207.929199
	Iteration 65Q: 3 clusters Score -2266981 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 16550 members 
Entering Unmasked Estep 
Score: -2266983.500000 Penalty: 3207.929199
	Iteration 66Q: 3 clusters Score -2266984 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 16557 members 
Entering Unmasked Estep 
Score: -2266987.000000 Penalty: 3207.929199
	Iteration 67Q: 3 clusters Score -2266987 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 16559 members 
Entering Unmasked Estep 
Score: -2266987.250000 Penalty: 3207.929199
	Iteration 68Q: 3 clusters Score -2266987 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 16566 members 
Entering Unmasked Estep 
Score: -2266984.000000 Penalty: 3207.929199
	Iteration 69Q: 3 clusters Score -2266984 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 16577 members 
Entering Unmasked Estep 
Score: -2266986.250000 Penalty: 3207.929199
	Iteration 70Q: 3 clusters Score -2266986 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 16595 members 
Entering Unmasked Estep 
Score: -2266991.000000 Penalty: 3207.929199
	Iteration 71Q: 3 clusters Score -2266991 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 16615 members 
Entering Unmasked Estep 
Score: -2266992.500000 Penalty: 3207.929199
	Iteration 72Q: 3 clusters Score -2266992 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 16635 members 
Entering Unmasked Estep 
Score: -2266997.000000 Penalty: 3207.929199
	Iteration 73Q: 3 clusters Score -2266997 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 16648 members 
Entering Unmasked Estep 
Score: -2266995.750000 Penalty: 3207.929199
	Iteration 74Q: 3 clusters Score -2266996 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 16657 members 
Entering Unmasked Estep 
Score: -2266998.750000 Penalty: 3207.929199
	Iteration 75Q: 3 clusters Score -2266999 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 16665 members 
Entering Unmasked Estep 
Score: -2267001.500000 Penalty: 3207.929199
	Iteration 76Q: 3 clusters Score -2267002 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 16674 members 
Entering Unmasked Estep 
Score: -2267008.750000 Penalty: 3207.929199
	Iteration 77Q: 3 clusters Score -2267009 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 16687 members 
Entering Unmasked Estep 
Score: -2267004.250000 Penalty: 3207.929199
	Iteration 78Q: 3 clusters Score -2267004 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 16698 members 
Entering Unmasked Estep 
Score: -2267005.250000 Penalty: 3207.929199
	Iteration 79Q: 3 clusters Score -2267005 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 16712 members 
Entering Unmasked Estep 
Score: -2267004.500000 Penalty: 3207.929199
	Iteration 80F: 3 clusters Score -2267004 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 16717 members 
Entering Unmasked Estep 
Score: -2267008.750000 Penalty: 3207.929199
	Iteration 81Q: 3 clusters Score -2267009 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 16726 members 
Entering Unmasked Estep 
Score: -2267008.500000 Penalty: 3207.929199
	Iteration 82Q: 3 clusters Score -2267008 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 16734 members 
Entering Unmasked Estep 
Score: -2267004.500000 Penalty: 3207.929199
	Iteration 83Q: 3 clusters Score -2267004 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 16740 members 
Entering Unmasked Estep 
Score: -2267005.750000 Penalty: 3207.929199
	Iteration 84Q: 3 clusters Score -2267006 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 16745 members 
Entering Unmasked Estep 
Score: -2267007.750000 Penalty: 3207.929199
	Iteration 85Q: 3 clusters Score -2267008 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 16749 members 
Entering Unmasked Estep 
Score: -2267006.500000 Penalty: 3207.929199
	Iteration 86Q: 3 clusters Score -2267006 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 16751 members 
Entering Unmasked Estep 
Score: -2267011.250000 Penalty: 3207.929199
	Iteration 87Q: 3 clusters Score -2267011 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 16754 members 
Entering Unmasked Estep 
Score: -2267012.250000 Penalty: 3207.929199
	Iteration 88Q: 3 clusters Score -2267012 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 16756 members 
Entering Unmasked Estep 
Score: -2267009.000000 Penalty: 3207.929199
	Iteration 89Q: 3 clusters Score -2267009 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 16759 members 
Entering Unmasked Estep 
Score: -2267015.750000 Penalty: 3207.929199
	Iteration 90Q: 3 clusters Score -2267016 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 16761 members 
Entering Unmasked Estep 
Score: -2267013.000000 Penalty: 3207.929199
	Iteration 91Q: 3 clusters Score -2267013 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 16763 members 
Entering Unmasked Estep 
Score: -2267013.250000 Penalty: 3207.929199
	Iteration 92Q: 3 clusters Score -2267013 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 16766 members 
Entering Unmasked Estep 
Score: -2267013.750000 Penalty: 3207.929199
	Iteration 93Q: 3 clusters Score -2267014 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 16767 members 
Entering Unmasked Estep 
Score: -2267012.500000 Penalty: 3207.929199
	Iteration 94Q: 3 clusters Score -2267012 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 16771 members 
Entering Unmasked Estep 
Score: -2267017.000000 Penalty: 3207.929199
	Iteration 95Q: 3 clusters Score -2267017 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 16775 members 
Entering Unmasked Estep 
Score: -2267018.250000 Penalty: 3207.929199
	Iteration 96Q: 3 clusters Score -2267018 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 16777 members 
Entering Unmasked Estep 
Score: -2267018.750000 Penalty: 3207.929199
	Iteration 97Q: 3 clusters Score -2267019 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 16777 members 
Entering Unmasked Estep 
Score: -2267018.750000 Penalty: 3207.929199
	Iteration 98F: 3 clusters Score -2267019 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 60201 members 
Mstep: Class 2 contains 43029 members 
Mstep: Class 3 contains 2728 members 
Mstep: Class 4 contains 3476 members 
Mstep: Class 5 contains 16949 members 
Mstep: Class 6 contains 6984 members 
Mstep: Class 7 contains 447 members 
Mstep: Class 8 contains 4503 members 
Mstep: Class 9 contains 3974 members 
Mstep: Class 10 contains 132934 members 
Mstep: Class 11 contains 2039 members 
Mstep: Class 12 contains 74813 members 
Mstep: Class 13 contains 19420 members 
Mstep: Class 14 contains 90717 members 
Mstep: Class 15 contains 4590 members 
Mstep: Class 16 contains 18590 members 
Mstep: Class 17 contains 11565 members 
Mstep: Class 18 contains 16151 members 
Mstep: Class 19 contains 54181 members 
Mstep: Class 20 contains 4868 members 
Mstep: Class 21 contains 5781 members 
Mstep: Class 22 contains 2575 members 
Mstep: Class 23 contains 44980 members 
Mstep: Class 24 contains 60378 members 
Mstep: Class 25 contains 7256 members 
Mstep: Class 26 contains 4946 members 
Mstep: Class 27 contains 3094 members 
Mstep: Class 28 contains 2610 members 
Mstep: Class 29 contains 607 members 
Mstep: Class 30 contains 3098 members 
Mstep: Class 31 contains 11924 members 
Mstep: Class 32 contains 13058 members 
Mstep: Class 33 contains 50971 members 
Mstep: Class 34 contains 9490 members 
Mstep: Class 35 contains 2397 members 
Mstep: Class 36 contains 5484 members 
Mstep: Class 37 contains 2994 members 
Mstep: Class 38 contains 16777 members 
Entering Unmasked Estep 
Score: -100181856.000000 Penalty: 84090.093750
Splitting cluster 22 changes total score from -100152128.000000 to -100181856.000000
So it's getting split into cluster 38.
Entering ConstructFrom: 
Trying to split cluster 23 (44980 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44980 members 
Entering Unmasked Estep 
Score: -5689498.500000 Penalty: 1741.020630
	Iteration 0F: 2 clusters Score -5689498 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22432 members 
Mstep: Class 2 contains 22548 members 
Entering Unmasked Estep 
Score: -5659360.000000 Penalty: 3482.041260
	Iteration 0F: 3 clusters Score -5659360 nChanged 21054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22174 members 
Mstep: Class 2 contains 22806 members 
Entering Unmasked Estep 
Score: -5671097.500000 Penalty: 3482.041260
	Iteration 1F: 3 clusters Score -5671098 nChanged 1969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22233 members 
Mstep: Class 2 contains 22747 members 
Entering Unmasked Estep 
Score: -5671762.000000 Penalty: 3482.041260
	Iteration 2Q: 3 clusters Score -5671762 nChanged 2082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22279 members 
Mstep: Class 2 contains 22701 members 
Entering Unmasked Estep 
Score: -5672569.000000 Penalty: 3482.041260
	Iteration 3Q: 3 clusters Score -5672569 nChanged 2171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22338 members 
Mstep: Class 2 contains 22642 members 
Entering Unmasked Estep 
Score: -5673466.000000 Penalty: 3482.041260
	Iteration 4Q: 3 clusters Score -5673466 nChanged 2233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22461 members 
Mstep: Class 2 contains 22519 members 
Entering Unmasked Estep 
Score: -5674353.500000 Penalty: 3482.041260
	Iteration 5Q: 3 clusters Score -5674354 nChanged 2258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22533 members 
Mstep: Class 2 contains 22447 members 
Entering Unmasked Estep 
Score: -5675296.500000 Penalty: 3482.041260
	Iteration 6F: 3 clusters Score -5675296 nChanged 2130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22487 members 
Mstep: Class 2 contains 22493 members 
Entering Unmasked Estep 
Score: -5676177.500000 Penalty: 3482.041260
	Iteration 7Q: 3 clusters Score -5676178 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22303 members 
Mstep: Class 2 contains 22677 members 
Entering Unmasked Estep 
Score: -5676904.000000 Penalty: 3482.041260
	Iteration 8Q: 3 clusters Score -5676904 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21970 members 
Mstep: Class 2 contains 23010 members 
Entering Unmasked Estep 
Score: -5677434.000000 Penalty: 3482.041260
	Iteration 9Q: 3 clusters Score -5677434 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21534 members 
Mstep: Class 2 contains 23446 members 
Entering Unmasked Estep 
Score: -5677891.500000 Penalty: 3482.041260
	Iteration 10Q: 3 clusters Score -5677892 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21018 members 
Mstep: Class 2 contains 23962 members 
Entering Unmasked Estep 
Score: -5678205.500000 Penalty: 3482.041260
	Iteration 11Q: 3 clusters Score -5678206 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20354 members 
Mstep: Class 2 contains 24626 members 
Entering Unmasked Estep 
Score: -5678487.500000 Penalty: 3482.041260
	Iteration 12Q: 3 clusters Score -5678488 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19550 members 
Mstep: Class 2 contains 25430 members 
Entering Unmasked Estep 
Score: -5678757.500000 Penalty: 3482.041260
	Iteration 13Q: 3 clusters Score -5678758 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18631 members 
Mstep: Class 2 contains 26349 members 
Entering Unmasked Estep 
Score: -5679038.500000 Penalty: 3482.041260
	Iteration 14Q: 3 clusters Score -5679038 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17596 members 
Mstep: Class 2 contains 27384 members 
Entering Unmasked Estep 
Score: -5679375.000000 Penalty: 3482.041260
	Iteration 15Q: 3 clusters Score -5679375 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16361 members 
Mstep: Class 2 contains 28619 members 
Entering Unmasked Estep 
Score: -5679818.000000 Penalty: 3482.041260
	Iteration 16Q: 3 clusters Score -5679818 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14909 members 
Mstep: Class 2 contains 30071 members 
Entering Unmasked Estep 
Score: -5680349.000000 Penalty: 3482.041260
	Iteration 17Q: 3 clusters Score -5680349 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13232 members 
Mstep: Class 2 contains 31748 members 
Entering Unmasked Estep 
Score: -5681033.500000 Penalty: 3482.041260
	Iteration 18Q: 3 clusters Score -5681034 nChanged 1912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11324 members 
Mstep: Class 2 contains 33656 members 
Entering Unmasked Estep 
Score: -5681942.000000 Penalty: 3482.041260
	Iteration 19Q: 3 clusters Score -5681942 nChanged 1960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9364 members 
Mstep: Class 2 contains 35616 members 
Entering Unmasked Estep 
Score: -5682924.000000 Penalty: 3482.041260
	Iteration 20F: 3 clusters Score -5682924 nChanged 1915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7449 members 
Mstep: Class 2 contains 37531 members 
Entering Unmasked Estep 
Score: -5683954.500000 Penalty: 3482.041260
	Iteration 21Q: 3 clusters Score -5683954 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5673 members 
Mstep: Class 2 contains 39307 members 
Entering Unmasked Estep 
Score: -5684991.000000 Penalty: 3482.041260
	Iteration 22Q: 3 clusters Score -5684991 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 40846 members 
Entering Unmasked Estep 
Score: -5685996.000000 Penalty: 3482.041260
	Iteration 23Q: 3 clusters Score -5685996 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 42033 members 
Entering Unmasked Estep 
Score: -5686815.000000 Penalty: 3482.041260
	Iteration 24Q: 3 clusters Score -5686815 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 42829 members 
Entering Unmasked Estep 
Score: -5687409.000000 Penalty: 3482.041260
	Iteration 25Q: 3 clusters Score -5687409 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 43240 members 
Entering Unmasked Estep 
Score: -5687765.000000 Penalty: 3482.041260
	Iteration 26Q: 3 clusters Score -5687765 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 43446 members 
Entering Unmasked Estep 
Score: -5687959.000000 Penalty: 3482.041260
	Iteration 27Q: 3 clusters Score -5687959 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 43565 members 
Entering Unmasked Estep 
Score: -5688053.000000 Penalty: 3482.041260
	Iteration 28Q: 3 clusters Score -5688053 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 43638 members 
Entering Unmasked Estep 
Score: -5688090.000000 Penalty: 3482.041260
	Iteration 29Q: 3 clusters Score -5688090 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 43705 members 
Entering Unmasked Estep 
Score: -5688123.500000 Penalty: 3482.041260
	Iteration 30Q: 3 clusters Score -5688124 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 43755 members 
Entering Unmasked Estep 
Score: -5688153.000000 Penalty: 3482.041260
	Iteration 31Q: 3 clusters Score -5688153 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 43794 members 
Entering Unmasked Estep 
Score: -5688171.000000 Penalty: 3482.041260
	Iteration 32Q: 3 clusters Score -5688171 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 43829 members 
Entering Unmasked Estep 
Score: -5688190.500000 Penalty: 3482.041260
	Iteration 33Q: 3 clusters Score -5688190 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 43853 members 
Entering Unmasked Estep 
Score: -5688184.500000 Penalty: 3482.041260
	Iteration 34Q: 3 clusters Score -5688184 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 43871 members 
Entering Unmasked Estep 
Score: -5688203.500000 Penalty: 3482.041260
	Iteration 35Q: 3 clusters Score -5688204 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 43886 members 
Entering Unmasked Estep 
Score: -5688196.500000 Penalty: 3482.041260
	Iteration 36Q: 3 clusters Score -5688196 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 43904 members 
Entering Unmasked Estep 
Score: -5688223.000000 Penalty: 3482.041260
	Iteration 37Q: 3 clusters Score -5688223 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 43920 members 
Entering Unmasked Estep 
Score: -5688241.500000 Penalty: 3482.041260
	Iteration 38Q: 3 clusters Score -5688242 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 43941 members 
Entering Unmasked Estep 
Score: -5688258.000000 Penalty: 3482.041260
	Iteration 39Q: 3 clusters Score -5688258 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 43956 members 
Entering Unmasked Estep 
Score: -5688275.000000 Penalty: 3482.041260
	Iteration 40F: 3 clusters Score -5688275 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 43975 members 
Entering Unmasked Estep 
Score: -5688275.500000 Penalty: 3482.041260
	Iteration 41Q: 3 clusters Score -5688276 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 43991 members 
Entering Unmasked Estep 
Score: -5688286.500000 Penalty: 3482.041260
	Iteration 42Q: 3 clusters Score -5688286 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 44009 members 
Entering Unmasked Estep 
Score: -5688314.500000 Penalty: 3482.041260
	Iteration 43Q: 3 clusters Score -5688314 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 44015 members 
Entering Unmasked Estep 
Score: -5688322.000000 Penalty: 3482.041260
	Iteration 44Q: 3 clusters Score -5688322 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 44025 members 
Entering Unmasked Estep 
Score: -5688333.000000 Penalty: 3482.041260
	Iteration 45Q: 3 clusters Score -5688333 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 44033 members 
Entering Unmasked Estep 
Score: -5688345.500000 Penalty: 3482.041260
	Iteration 46Q: 3 clusters Score -5688346 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 44040 members 
Entering Unmasked Estep 
Score: -5688356.000000 Penalty: 3482.041260
	Iteration 47Q: 3 clusters Score -5688356 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 44050 members 
Entering Unmasked Estep 
Score: -5688358.000000 Penalty: 3482.041260
	Iteration 48Q: 3 clusters Score -5688358 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 44053 members 
Entering Unmasked Estep 
Score: -5688362.500000 Penalty: 3482.041260
	Iteration 49Q: 3 clusters Score -5688362 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 44059 members 
Entering Unmasked Estep 
Score: -5688372.500000 Penalty: 3482.041260
	Iteration 50Q: 3 clusters Score -5688372 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 44059 members 
Entering Unmasked Estep 
Score: -5688373.000000 Penalty: 3482.041260
	Iteration 51Q: 3 clusters Score -5688373 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 44063 members 
Entering Unmasked Estep 
Score: -5688382.500000 Penalty: 3482.041260
	Iteration 52Q: 3 clusters Score -5688382 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 44065 members 
Entering Unmasked Estep 
Score: -5688380.000000 Penalty: 3482.041260
	Iteration 53Q: 3 clusters Score -5688380 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 44069 members 
Entering Unmasked Estep 
Score: -5688392.500000 Penalty: 3482.041260
	Iteration 54Q: 3 clusters Score -5688392 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 44071 members 
Entering Unmasked Estep 
Score: -5688395.000000 Penalty: 3482.041260
	Iteration 55Q: 3 clusters Score -5688395 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 44071 members 
Entering Unmasked Estep 
Score: -5688390.500000 Penalty: 3482.041260
	Iteration 56Q: 3 clusters Score -5688390 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 44070 members 
Entering Unmasked Estep 
Score: -5688396.000000 Penalty: 3482.041260
	Iteration 57Q: 3 clusters Score -5688396 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 44062 members 
Entering Unmasked Estep 
Score: -5688406.500000 Penalty: 3482.041260
	Iteration 58Q: 3 clusters Score -5688406 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 44063 members 
Entering Unmasked Estep 
Score: -5688406.500000 Penalty: 3482.041260
	Iteration 59Q: 3 clusters Score -5688406 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 44057 members 
Entering Unmasked Estep 
Score: -5688409.000000 Penalty: 3482.041260
	Iteration 60F: 3 clusters Score -5688409 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 44058 members 
Entering Unmasked Estep 
Score: -5688415.000000 Penalty: 3482.041260
	Iteration 61Q: 3 clusters Score -5688415 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 44058 members 
Entering Unmasked Estep 
Score: -5688412.000000 Penalty: 3482.041260
	Iteration 62Q: 3 clusters Score -5688412 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 44060 members 
Entering Unmasked Estep 
Score: -5688417.000000 Penalty: 3482.041260
	Iteration 63Q: 3 clusters Score -5688417 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 44062 members 
Entering Unmasked Estep 
Score: -5688423.500000 Penalty: 3482.041260
	Iteration 64Q: 3 clusters Score -5688424 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 44061 members 
Entering Unmasked Estep 
Score: -5688429.000000 Penalty: 3482.041260
	Iteration 65Q: 3 clusters Score -5688429 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 44059 members 
Entering Unmasked Estep 
Score: -5688426.500000 Penalty: 3482.041260
	Iteration 66Q: 3 clusters Score -5688426 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 44060 members 
Entering Unmasked Estep 
Score: -5688425.000000 Penalty: 3482.041260
	Iteration 67Q: 3 clusters Score -5688425 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 44060 members 
Entering Unmasked Estep 
Score: -5688424.000000 Penalty: 3482.041260
	Iteration 68Q: 3 clusters Score -5688424 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 44060 members 
Entering Unmasked Estep 
Score: -5688424.000000 Penalty: 3482.041260
	Iteration 69F: 3 clusters Score -5688424 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (60378 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60378 members 
Entering Unmasked Estep 
Score: -7593686.000000 Penalty: 1788.861694
	Iteration 0F: 2 clusters Score -7593686 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30226 members 
Mstep: Class 2 contains 30152 members 
Entering Unmasked Estep 
Score: -7553564.500000 Penalty: 3577.723389
	Iteration 0F: 3 clusters Score -7553564 nChanged 28394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30456 members 
Mstep: Class 2 contains 29922 members 
Entering Unmasked Estep 
Score: -7569982.500000 Penalty: 3577.723389
	Iteration 1F: 3 clusters Score -7569982 nChanged 2685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30521 members 
Mstep: Class 2 contains 29857 members 
Entering Unmasked Estep 
Score: -7571091.000000 Penalty: 3577.723389
	Iteration 2Q: 3 clusters Score -7571091 nChanged 3179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30454 members 
Mstep: Class 2 contains 29924 members 
Entering Unmasked Estep 
Score: -7572903.000000 Penalty: 3577.723389
	Iteration 3F: 3 clusters Score -7572903 nChanged 3864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30162 members 
Mstep: Class 2 contains 30216 members 
Entering Unmasked Estep 
Score: -7575811.000000 Penalty: 3577.723389
	Iteration 4F: 3 clusters Score -7575811 nChanged 4500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29654 members 
Mstep: Class 2 contains 30724 members 
Entering Unmasked Estep 
Score: -7579597.000000 Penalty: 3577.723389
	Iteration 5F: 3 clusters Score -7579597 nChanged 4627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29317 members 
Mstep: Class 2 contains 31061 members 
Entering Unmasked Estep 
Score: -7583825.000000 Penalty: 3577.723389
	Iteration 6F: 3 clusters Score -7583825 nChanged 4187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29316 members 
Mstep: Class 2 contains 31062 members 
Entering Unmasked Estep 
Score: -7586905.500000 Penalty: 3577.723389
	Iteration 7F: 3 clusters Score -7586906 nChanged 3113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29561 members 
Mstep: Class 2 contains 30817 members 
Entering Unmasked Estep 
Score: -7588458.500000 Penalty: 3577.723389
	Iteration 8F: 3 clusters Score -7588458 nChanged 1967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30022 members 
Mstep: Class 2 contains 30356 members 
Entering Unmasked Estep 
Score: -7589100.000000 Penalty: 3577.723389
	Iteration 9Q: 3 clusters Score -7589100 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30577 members 
Mstep: Class 2 contains 29801 members 
Entering Unmasked Estep 
Score: -7589372.000000 Penalty: 3577.723389
	Iteration 10Q: 3 clusters Score -7589372 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31189 members 
Mstep: Class 2 contains 29189 members 
Entering Unmasked Estep 
Score: -7589610.000000 Penalty: 3577.723389
	Iteration 11Q: 3 clusters Score -7589610 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31833 members 
Mstep: Class 2 contains 28545 members 
Entering Unmasked Estep 
Score: -7589814.000000 Penalty: 3577.723389
	Iteration 12Q: 3 clusters Score -7589814 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32516 members 
Mstep: Class 2 contains 27862 members 
Entering Unmasked Estep 
Score: -7590065.000000 Penalty: 3577.723389
	Iteration 13Q: 3 clusters Score -7590065 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33230 members 
Mstep: Class 2 contains 27148 members 
Entering Unmasked Estep 
Score: -7590242.500000 Penalty: 3577.723389
	Iteration 14Q: 3 clusters Score -7590242 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34010 members 
Mstep: Class 2 contains 26368 members 
Entering Unmasked Estep 
Score: -7590486.500000 Penalty: 3577.723389
	Iteration 15Q: 3 clusters Score -7590486 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34854 members 
Mstep: Class 2 contains 25524 members 
Entering Unmasked Estep 
Score: -7590892.000000 Penalty: 3577.723389
	Iteration 16Q: 3 clusters Score -7590892 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35690 members 
Mstep: Class 2 contains 24688 members 
Entering Unmasked Estep 
Score: -7591288.000000 Penalty: 3577.723389
	Iteration 17Q: 3 clusters Score -7591288 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36557 members 
Mstep: Class 2 contains 23821 members 
Entering Unmasked Estep 
Score: -7591656.500000 Penalty: 3577.723389
	Iteration 18Q: 3 clusters Score -7591656 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37425 members 
Mstep: Class 2 contains 22953 members 
Entering Unmasked Estep 
Score: -7592064.500000 Penalty: 3577.723389
	Iteration 19Q: 3 clusters Score -7592064 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38219 members 
Mstep: Class 2 contains 22159 members 
Entering Unmasked Estep 
Score: -7592354.000000 Penalty: 3577.723389
	Iteration 20F: 3 clusters Score -7592354 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39004 members 
Mstep: Class 2 contains 21374 members 
Entering Unmasked Estep 
Score: -7592721.500000 Penalty: 3577.723389
	Iteration 21Q: 3 clusters Score -7592722 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39721 members 
Mstep: Class 2 contains 20657 members 
Entering Unmasked Estep 
Score: -7593018.000000 Penalty: 3577.723389
	Iteration 22Q: 3 clusters Score -7593018 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40412 members 
Mstep: Class 2 contains 19966 members 
Entering Unmasked Estep 
Score: -7593271.500000 Penalty: 3577.723389
	Iteration 23Q: 3 clusters Score -7593272 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41020 members 
Mstep: Class 2 contains 19358 members 
Entering Unmasked Estep 
Score: -7593472.000000 Penalty: 3577.723389
	Iteration 24Q: 3 clusters Score -7593472 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41591 members 
Mstep: Class 2 contains 18787 members 
Entering Unmasked Estep 
Score: -7593677.000000 Penalty: 3577.723389
	Iteration 25Q: 3 clusters Score -7593677 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42089 members 
Mstep: Class 2 contains 18289 members 
Entering Unmasked Estep 
Score: -7593797.000000 Penalty: 3577.723389
	Iteration 26Q: 3 clusters Score -7593797 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42527 members 
Mstep: Class 2 contains 17851 members 
Entering Unmasked Estep 
Score: -7593873.500000 Penalty: 3577.723389
	Iteration 27Q: 3 clusters Score -7593874 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42885 members 
Mstep: Class 2 contains 17493 members 
Entering Unmasked Estep 
Score: -7593971.500000 Penalty: 3577.723389
	Iteration 28Q: 3 clusters Score -7593972 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43221 members 
Mstep: Class 2 contains 17157 members 
Entering Unmasked Estep 
Score: -7594084.000000 Penalty: 3577.723389
	Iteration 29Q: 3 clusters Score -7594084 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43538 members 
Mstep: Class 2 contains 16840 members 
Entering Unmasked Estep 
Score: -7594165.500000 Penalty: 3577.723389
	Iteration 30Q: 3 clusters Score -7594166 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43814 members 
Mstep: Class 2 contains 16564 members 
Entering Unmasked Estep 
Score: -7594259.000000 Penalty: 3577.723389
	Iteration 31Q: 3 clusters Score -7594259 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44091 members 
Mstep: Class 2 contains 16287 members 
Entering Unmasked Estep 
Score: -7594331.500000 Penalty: 3577.723389
	Iteration 32Q: 3 clusters Score -7594332 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44337 members 
Mstep: Class 2 contains 16041 members 
Entering Unmasked Estep 
Score: -7594396.500000 Penalty: 3577.723389
	Iteration 33Q: 3 clusters Score -7594396 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44579 members 
Mstep: Class 2 contains 15799 members 
Entering Unmasked Estep 
Score: -7594450.500000 Penalty: 3577.723389
	Iteration 34Q: 3 clusters Score -7594450 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44801 members 
Mstep: Class 2 contains 15577 members 
Entering Unmasked Estep 
Score: -7594475.500000 Penalty: 3577.723389
	Iteration 35Q: 3 clusters Score -7594476 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44993 members 
Mstep: Class 2 contains 15385 members 
Entering Unmasked Estep 
Score: -7594519.000000 Penalty: 3577.723389
	Iteration 36Q: 3 clusters Score -7594519 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45155 members 
Mstep: Class 2 contains 15223 members 
Entering Unmasked Estep 
Score: -7594553.500000 Penalty: 3577.723389
	Iteration 37Q: 3 clusters Score -7594554 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45285 members 
Mstep: Class 2 contains 15093 members 
Entering Unmasked Estep 
Score: -7594574.500000 Penalty: 3577.723389
	Iteration 38Q: 3 clusters Score -7594574 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45396 members 
Mstep: Class 2 contains 14982 members 
Entering Unmasked Estep 
Score: -7594563.000000 Penalty: 3577.723389
	Iteration 39Q: 3 clusters Score -7594563 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45500 members 
Mstep: Class 2 contains 14878 members 
Entering Unmasked Estep 
Score: -7594564.000000 Penalty: 3577.723389
	Iteration 40F: 3 clusters Score -7594564 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45574 members 
Mstep: Class 2 contains 14804 members 
Entering Unmasked Estep 
Score: -7594564.000000 Penalty: 3577.723389
	Iteration 41Q: 3 clusters Score -7594564 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45641 members 
Mstep: Class 2 contains 14737 members 
Entering Unmasked Estep 
Score: -7594571.500000 Penalty: 3577.723389
	Iteration 42Q: 3 clusters Score -7594572 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45700 members 
Mstep: Class 2 contains 14678 members 
Entering Unmasked Estep 
Score: -7594578.500000 Penalty: 3577.723389
	Iteration 43Q: 3 clusters Score -7594578 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45761 members 
Mstep: Class 2 contains 14617 members 
Entering Unmasked Estep 
Score: -7594572.500000 Penalty: 3577.723389
	Iteration 44Q: 3 clusters Score -7594572 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45810 members 
Mstep: Class 2 contains 14568 members 
Entering Unmasked Estep 
Score: -7594548.000000 Penalty: 3577.723389
	Iteration 45Q: 3 clusters Score -7594548 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45842 members 
Mstep: Class 2 contains 14536 members 
Entering Unmasked Estep 
Score: -7594553.000000 Penalty: 3577.723389
	Iteration 46Q: 3 clusters Score -7594553 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45880 members 
Mstep: Class 2 contains 14498 members 
Entering Unmasked Estep 
Score: -7594566.500000 Penalty: 3577.723389
	Iteration 47Q: 3 clusters Score -7594566 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45917 members 
Mstep: Class 2 contains 14461 members 
Entering Unmasked Estep 
Score: -7594579.000000 Penalty: 3577.723389
	Iteration 48Q: 3 clusters Score -7594579 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45958 members 
Mstep: Class 2 contains 14420 members 
Entering Unmasked Estep 
Score: -7594579.000000 Penalty: 3577.723389
	Iteration 49Q: 3 clusters Score -7594579 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45991 members 
Mstep: Class 2 contains 14387 members 
Entering Unmasked Estep 
Score: -7594568.000000 Penalty: 3577.723389
	Iteration 50Q: 3 clusters Score -7594568 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46022 members 
Mstep: Class 2 contains 14356 members 
Entering Unmasked Estep 
Score: -7594572.000000 Penalty: 3577.723389
	Iteration 51Q: 3 clusters Score -7594572 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46059 members 
Mstep: Class 2 contains 14319 members 
Entering Unmasked Estep 
Score: -7594585.000000 Penalty: 3577.723389
	Iteration 52Q: 3 clusters Score -7594585 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46100 members 
Mstep: Class 2 contains 14278 members 
Entering Unmasked Estep 
Score: -7594589.000000 Penalty: 3577.723389
	Iteration 53Q: 3 clusters Score -7594589 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46141 members 
Mstep: Class 2 contains 14237 members 
Entering Unmasked Estep 
Score: -7594589.000000 Penalty: 3577.723389
	Iteration 54Q: 3 clusters Score -7594589 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46176 members 
Mstep: Class 2 contains 14202 members 
Entering Unmasked Estep 
Score: -7594594.000000 Penalty: 3577.723389
	Iteration 55Q: 3 clusters Score -7594594 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46208 members 
Mstep: Class 2 contains 14170 members 
Entering Unmasked Estep 
Score: -7594603.500000 Penalty: 3577.723389
	Iteration 56Q: 3 clusters Score -7594604 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46235 members 
Mstep: Class 2 contains 14143 members 
Entering Unmasked Estep 
Score: -7594602.500000 Penalty: 3577.723389
	Iteration 57Q: 3 clusters Score -7594602 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46261 members 
Mstep: Class 2 contains 14117 members 
Entering Unmasked Estep 
Score: -7594590.000000 Penalty: 3577.723389
	Iteration 58Q: 3 clusters Score -7594590 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46283 members 
Mstep: Class 2 contains 14095 members 
Entering Unmasked Estep 
Score: -7594593.000000 Penalty: 3577.723389
	Iteration 59Q: 3 clusters Score -7594593 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46304 members 
Mstep: Class 2 contains 14074 members 
Entering Unmasked Estep 
Score: -7594575.500000 Penalty: 3577.723389
	Iteration 60F: 3 clusters Score -7594576 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46323 members 
Mstep: Class 2 contains 14055 members 
Entering Unmasked Estep 
Score: -7594587.500000 Penalty: 3577.723389
	Iteration 61Q: 3 clusters Score -7594588 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46355 members 
Mstep: Class 2 contains 14023 members 
Entering Unmasked Estep 
Score: -7594584.000000 Penalty: 3577.723389
	Iteration 62Q: 3 clusters Score -7594584 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46385 members 
Mstep: Class 2 contains 13993 members 
Entering Unmasked Estep 
Score: -7594584.500000 Penalty: 3577.723389
	Iteration 63Q: 3 clusters Score -7594584 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46411 members 
Mstep: Class 2 contains 13967 members 
Entering Unmasked Estep 
Score: -7594580.000000 Penalty: 3577.723389
	Iteration 64Q: 3 clusters Score -7594580 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46426 members 
Mstep: Class 2 contains 13952 members 
Entering Unmasked Estep 
Score: -7594582.000000 Penalty: 3577.723389
	Iteration 65Q: 3 clusters Score -7594582 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46441 members 
Mstep: Class 2 contains 13937 members 
Entering Unmasked Estep 
Score: -7594589.000000 Penalty: 3577.723389
	Iteration 66Q: 3 clusters Score -7594589 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46460 members 
Mstep: Class 2 contains 13918 members 
Entering Unmasked Estep 
Score: -7594590.000000 Penalty: 3577.723389
	Iteration 67Q: 3 clusters Score -7594590 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46477 members 
Mstep: Class 2 contains 13901 members 
Entering Unmasked Estep 
Score: -7594589.000000 Penalty: 3577.723389
	Iteration 68Q: 3 clusters Score -7594589 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46498 members 
Mstep: Class 2 contains 13880 members 
Entering Unmasked Estep 
Score: -7594595.500000 Penalty: 3577.723389
	Iteration 69Q: 3 clusters Score -7594596 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46529 members 
Mstep: Class 2 contains 13849 members 
Entering Unmasked Estep 
Score: -7594596.500000 Penalty: 3577.723389
	Iteration 70Q: 3 clusters Score -7594596 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46560 members 
Mstep: Class 2 contains 13818 members 
Entering Unmasked Estep 
Score: -7594606.000000 Penalty: 3577.723389
	Iteration 71Q: 3 clusters Score -7594606 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46589 members 
Mstep: Class 2 contains 13789 members 
Entering Unmasked Estep 
Score: -7594590.000000 Penalty: 3577.723389
	Iteration 72Q: 3 clusters Score -7594590 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46620 members 
Mstep: Class 2 contains 13758 members 
Entering Unmasked Estep 
Score: -7594584.500000 Penalty: 3577.723389
	Iteration 73Q: 3 clusters Score -7594584 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46653 members 
Mstep: Class 2 contains 13725 members 
Entering Unmasked Estep 
Score: -7594577.500000 Penalty: 3577.723389
	Iteration 74Q: 3 clusters Score -7594578 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46679 members 
Mstep: Class 2 contains 13699 members 
Entering Unmasked Estep 
Score: -7594581.500000 Penalty: 3577.723389
	Iteration 75Q: 3 clusters Score -7594582 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46714 members 
Mstep: Class 2 contains 13664 members 
Entering Unmasked Estep 
Score: -7594596.500000 Penalty: 3577.723389
	Iteration 76Q: 3 clusters Score -7594596 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46753 members 
Mstep: Class 2 contains 13625 members 
Entering Unmasked Estep 
Score: -7594599.500000 Penalty: 3577.723389
	Iteration 77Q: 3 clusters Score -7594600 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46797 members 
Mstep: Class 2 contains 13581 members 
Entering Unmasked Estep 
Score: -7594613.500000 Penalty: 3577.723389
	Iteration 78Q: 3 clusters Score -7594614 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46846 members 
Mstep: Class 2 contains 13532 members 
Entering Unmasked Estep 
Score: -7594619.000000 Penalty: 3577.723389
	Iteration 79Q: 3 clusters Score -7594619 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46897 members 
Mstep: Class 2 contains 13481 members 
Entering Unmasked Estep 
Score: -7594632.500000 Penalty: 3577.723389
	Iteration 80F: 3 clusters Score -7594632 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46955 members 
Mstep: Class 2 contains 13423 members 
Entering Unmasked Estep 
Score: -7594628.500000 Penalty: 3577.723389
	Iteration 81Q: 3 clusters Score -7594628 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47014 members 
Mstep: Class 2 contains 13364 members 
Entering Unmasked Estep 
Score: -7594650.000000 Penalty: 3577.723389
	Iteration 82Q: 3 clusters Score -7594650 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47069 members 
Mstep: Class 2 contains 13309 members 
Entering Unmasked Estep 
Score: -7594649.500000 Penalty: 3577.723389
	Iteration 83Q: 3 clusters Score -7594650 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47129 members 
Mstep: Class 2 contains 13249 members 
Entering Unmasked Estep 
Score: -7594651.000000 Penalty: 3577.723389
	Iteration 84Q: 3 clusters Score -7594651 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47182 members 
Mstep: Class 2 contains 13196 members 
Entering Unmasked Estep 
Score: -7594648.500000 Penalty: 3577.723389
	Iteration 85Q: 3 clusters Score -7594648 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47227 members 
Mstep: Class 2 contains 13151 members 
Entering Unmasked Estep 
Score: -7594666.000000 Penalty: 3577.723389
	Iteration 86Q: 3 clusters Score -7594666 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47273 members 
Mstep: Class 2 contains 13105 members 
Entering Unmasked Estep 
Score: -7594671.500000 Penalty: 3577.723389
	Iteration 87Q: 3 clusters Score -7594672 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47324 members 
Mstep: Class 2 contains 13054 members 
Entering Unmasked Estep 
Score: -7594681.500000 Penalty: 3577.723389
	Iteration 88Q: 3 clusters Score -7594682 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47371 members 
Mstep: Class 2 contains 13007 members 
Entering Unmasked Estep 
Score: -7594687.500000 Penalty: 3577.723389
	Iteration 89Q: 3 clusters Score -7594688 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47415 members 
Mstep: Class 2 contains 12963 members 
Entering Unmasked Estep 
Score: -7594697.000000 Penalty: 3577.723389
	Iteration 90Q: 3 clusters Score -7594697 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47457 members 
Mstep: Class 2 contains 12921 members 
Entering Unmasked Estep 
Score: -7594695.000000 Penalty: 3577.723389
	Iteration 91Q: 3 clusters Score -7594695 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47496 members 
Mstep: Class 2 contains 12882 members 
Entering Unmasked Estep 
Score: -7594678.500000 Penalty: 3577.723389
	Iteration 92Q: 3 clusters Score -7594678 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47531 members 
Mstep: Class 2 contains 12847 members 
Entering Unmasked Estep 
Score: -7594678.000000 Penalty: 3577.723389
	Iteration 93Q: 3 clusters Score -7594678 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47567 members 
Mstep: Class 2 contains 12811 members 
Entering Unmasked Estep 
Score: -7594677.000000 Penalty: 3577.723389
	Iteration 94Q: 3 clusters Score -7594677 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47597 members 
Mstep: Class 2 contains 12781 members 
Entering Unmasked Estep 
Score: -7594674.000000 Penalty: 3577.723389
	Iteration 95Q: 3 clusters Score -7594674 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47625 members 
Mstep: Class 2 contains 12753 members 
Entering Unmasked Estep 
Score: -7594672.500000 Penalty: 3577.723389
	Iteration 96Q: 3 clusters Score -7594672 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47655 members 
Mstep: Class 2 contains 12723 members 
Entering Unmasked Estep 
Score: -7594664.000000 Penalty: 3577.723389
	Iteration 97Q: 3 clusters Score -7594664 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47687 members 
Mstep: Class 2 contains 12691 members 
Entering Unmasked Estep 
Score: -7594686.000000 Penalty: 3577.723389
	Iteration 98Q: 3 clusters Score -7594686 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47711 members 
Mstep: Class 2 contains 12667 members 
Entering Unmasked Estep 
Score: -7594684.500000 Penalty: 3577.723389
	Iteration 99Q: 3 clusters Score -7594684 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47726 members 
Mstep: Class 2 contains 12652 members 
Entering Unmasked Estep 
Score: -7594684.500000 Penalty: 3577.723389
	Iteration 100F: 3 clusters Score -7594684 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47740 members 
Mstep: Class 2 contains 12638 members 
Entering Unmasked Estep 
Score: -7594662.500000 Penalty: 3577.723389
	Iteration 101Q: 3 clusters Score -7594662 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47746 members 
Mstep: Class 2 contains 12632 members 
Entering Unmasked Estep 
Score: -7594670.000000 Penalty: 3577.723389
	Iteration 102Q: 3 clusters Score -7594670 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47753 members 
Mstep: Class 2 contains 12625 members 
Entering Unmasked Estep 
Score: -7594670.500000 Penalty: 3577.723389
	Iteration 103Q: 3 clusters Score -7594670 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47757 members 
Mstep: Class 2 contains 12621 members 
Entering Unmasked Estep 
Score: -7594673.000000 Penalty: 3577.723389
	Iteration 104Q: 3 clusters Score -7594673 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47765 members 
Mstep: Class 2 contains 12613 members 
Entering Unmasked Estep 
Score: -7594671.000000 Penalty: 3577.723389
	Iteration 105Q: 3 clusters Score -7594671 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47772 members 
Mstep: Class 2 contains 12606 members 
Entering Unmasked Estep 
Score: -7594672.500000 Penalty: 3577.723389
	Iteration 106Q: 3 clusters Score -7594672 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47780 members 
Mstep: Class 2 contains 12598 members 
Entering Unmasked Estep 
Score: -7594666.500000 Penalty: 3577.723389
	Iteration 107Q: 3 clusters Score -7594666 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47785 members 
Mstep: Class 2 contains 12593 members 
Entering Unmasked Estep 
Score: -7594670.000000 Penalty: 3577.723389
	Iteration 108Q: 3 clusters Score -7594670 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47795 members 
Mstep: Class 2 contains 12583 members 
Entering Unmasked Estep 
Score: -7594671.500000 Penalty: 3577.723389
	Iteration 109Q: 3 clusters Score -7594672 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47804 members 
Mstep: Class 2 contains 12574 members 
Entering Unmasked Estep 
Score: -7594680.000000 Penalty: 3577.723389
	Iteration 110Q: 3 clusters Score -7594680 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47811 members 
Mstep: Class 2 contains 12567 members 
Entering Unmasked Estep 
Score: -7594675.500000 Penalty: 3577.723389
	Iteration 111Q: 3 clusters Score -7594676 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47822 members 
Mstep: Class 2 contains 12556 members 
Entering Unmasked Estep 
Score: -7594678.500000 Penalty: 3577.723389
	Iteration 112Q: 3 clusters Score -7594678 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47832 members 
Mstep: Class 2 contains 12546 members 
Entering Unmasked Estep 
Score: -7594673.500000 Penalty: 3577.723389
	Iteration 113Q: 3 clusters Score -7594674 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47837 members 
Mstep: Class 2 contains 12541 members 
Entering Unmasked Estep 
Score: -7594683.000000 Penalty: 3577.723389
	Iteration 114Q: 3 clusters Score -7594683 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47841 members 
Mstep: Class 2 contains 12537 members 
Entering Unmasked Estep 
Score: -7594674.000000 Penalty: 3577.723389
	Iteration 115Q: 3 clusters Score -7594674 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47846 members 
Mstep: Class 2 contains 12532 members 
Entering Unmasked Estep 
Score: -7594681.500000 Penalty: 3577.723389
	Iteration 116Q: 3 clusters Score -7594682 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47846 members 
Mstep: Class 2 contains 12532 members 
Entering Unmasked Estep 
Score: -7594681.500000 Penalty: 3577.723389
	Iteration 117F: 3 clusters Score -7594682 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 60201 members 
Mstep: Class 2 contains 43029 members 
Mstep: Class 3 contains 2728 members 
Mstep: Class 4 contains 3476 members 
Mstep: Class 5 contains 16949 members 
Mstep: Class 6 contains 6984 members 
Mstep: Class 7 contains 447 members 
Mstep: Class 8 contains 4503 members 
Mstep: Class 9 contains 3974 members 
Mstep: Class 10 contains 132934 members 
Mstep: Class 11 contains 2039 members 
Mstep: Class 12 contains 74813 members 
Mstep: Class 13 contains 19420 members 
Mstep: Class 14 contains 90717 members 
Mstep: Class 15 contains 4590 members 
Mstep: Class 16 contains 18590 members 
Mstep: Class 17 contains 11565 members 
Mstep: Class 18 contains 16151 members 
Mstep: Class 19 contains 54181 members 
Mstep: Class 20 contains 4868 members 
Mstep: Class 21 contains 5781 members 
Mstep: Class 22 contains 2575 members 
Mstep: Class 23 contains 44980 members 
Mstep: Class 24 contains 47846 members 
Mstep: Class 25 contains 7256 members 
Mstep: Class 26 contains 4946 members 
Mstep: Class 27 contains 3094 members 
Mstep: Class 28 contains 2610 members 
Mstep: Class 29 contains 607 members 
Mstep: Class 30 contains 3098 members 
Mstep: Class 31 contains 11924 members 
Mstep: Class 32 contains 13058 members 
Mstep: Class 33 contains 50971 members 
Mstep: Class 34 contains 9490 members 
Mstep: Class 35 contains 2397 members 
Mstep: Class 36 contains 5484 members 
Mstep: Class 37 contains 2994 members 
Mstep: Class 38 contains 16777 members 
Mstep: Class 39 contains 12532 members 
Entering Unmasked Estep 
Score: -100182360.000000 Penalty: 86302.984375
Splitting cluster 24 changes total score from -100152128.000000 to -100182360.000000
So it's getting split into cluster 39.
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 60201 members 
Mstep: Class 2 contains 43029 members 
Mstep: Class 3 contains 2728 members 
Mstep: Class 4 contains 3476 members 
Mstep: Class 5 contains 16949 members 
Mstep: Class 6 contains 6984 members 
Mstep: Class 7 contains 447 members 
Mstep: Class 9 contains 3974 members 
Mstep: Class 10 contains 132934 members 
Mstep: Class 11 contains 2039 members 
Mstep: Class 12 contains 74813 members 
Mstep: Class 13 contains 19420 members 
Mstep: Class 14 contains 90717 members 
Mstep: Class 15 contains 4590 members 
Mstep: Class 16 contains 18590 members 
Mstep: Class 17 contains 11565 members 
Mstep: Class 18 contains 16151 members 
Mstep: Class 19 contains 54181 members 
Mstep: Class 20 contains 4868 members 
Mstep: Class 21 contains 5781 members 
Mstep: Class 22 contains 2575 members 
Mstep: Class 23 contains 44980 members 
Mstep: Class 24 contains 47846 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100198848.000000 Penalty: 86302.984375
Iteration 39Q: 40 clusters Score -1.001988e+08 nChanged 23727
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 60151 members 
Mstep: Class 2 contains 42899 members 
Mstep: Class 3 contains 2797 members 
Mstep: Class 4 contains 3453 members 
Mstep: Class 5 contains 16439 members 
Mstep: Class 6 contains 7149 members 
Mstep: Class 7 contains 481 members 
Mstep: Class 8 contains 4752 members 
Mstep: Class 9 contains 4625 members 
Mstep: Class 10 contains 132711 members 
Mstep: Class 11 contains 2349 members 
Mstep: Class 12 contains 75316 members 
Mstep: Class 13 contains 19237 members 
Mstep: Class 14 contains 90773 members 
Mstep: Class 15 contains 4654 members 
Mstep: Class 16 contains 19633 members 
Mstep: Class 17 contains 12331 members 
Mstep: Class 18 contains 16373 members 
Mstep: Class 19 contains 54323 members 
Mstep: Class 20 contains 4888 members 
Mstep: Class 21 contains 6180 members 
Mstep: Class 22 contains 2832 members 
Mstep: Class 23 contains 45133 members 
Mstep: Class 24 contains 47502 members 
Mstep: Class 25 contains 7268 members 
Mstep: Class 26 contains 4802 members 
Mstep: Class 27 contains 3018 members 
Mstep: Class 28 contains 2620 members 
Mstep: Class 29 contains 565 members 
Mstep: Class 30 contains 2939 members 
Mstep: Class 31 contains 11870 members 
Mstep: Class 32 contains 12653 members 
Mstep: Class 33 contains 48983 members 
Mstep: Class 34 contains 9418 members 
Mstep: Class 35 contains 2253 members 
Mstep: Class 36 contains 5959 members 
Mstep: Class 37 contains 2731 members 
Mstep: Class 38 contains 15498 members 
Mstep: Class 39 contains 13021 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100212984.000000 Penalty: 86302.984375
Iteration 40F: 40 clusters Score -1.00213e+08 nChanged 18514
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 59344 members 
Mstep: Class 2 contains 42126 members 
Mstep: Class 3 contains 2800 members 
Mstep: Class 4 contains 3399 members 
Mstep: Class 5 contains 15940 members 
Mstep: Class 6 contains 7392 members 
Mstep: Class 7 contains 475 members 
Mstep: Class 8 contains 5267 members 
Mstep: Class 9 contains 5072 members 
Mstep: Class 10 contains 132341 members 
Mstep: Class 11 contains 2398 members 
Mstep: Class 12 contains 74572 members 
Mstep: Class 13 contains 19096 members 
Mstep: Class 14 contains 89790 members 
Mstep: Class 15 contains 4657 members 
Mstep: Class 16 contains 19944 members 
Mstep: Class 17 contains 12655 members 
Mstep: Class 18 contains 16339 members 
Mstep: Class 19 contains 53488 members 
Mstep: Class 20 contains 5400 members 
Mstep: Class 21 contains 6289 members 
Mstep: Class 22 contains 2888 members 
Mstep: Class 23 contains 44843 members 
Mstep: Class 24 contains 46702 members 
Mstep: Class 25 contains 7887 members 
Mstep: Class 26 contains 4773 members 
Mstep: Class 27 contains 3112 members 
Mstep: Class 28 contains 3103 members 
Mstep: Class 29 contains 583 members 
Mstep: Class 30 contains 3163 members 
Mstep: Class 31 contains 11928 members 
Mstep: Class 32 contains 13466 members 
Mstep: Class 33 contains 49097 members 
Mstep: Class 34 contains 9472 members 
Mstep: Class 35 contains 2294 members 
Mstep: Class 36 contains 6741 members 
Mstep: Class 37 contains 2804 members 
Mstep: Class 38 contains 15352 members 
Mstep: Class 39 contains 13588 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100220584.000000 Penalty: 86302.984375
Iteration 41Q: 40 clusters Score -1.002206e+08 nChanged 12309
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 58761 members 
Mstep: Class 2 contains 41561 members 
Mstep: Class 3 contains 2841 members 
Mstep: Class 4 contains 3371 members 
Mstep: Class 5 contains 15513 members 
Mstep: Class 6 contains 7709 members 
Mstep: Class 7 contains 478 members 
Mstep: Class 8 contains 5576 members 
Mstep: Class 9 contains 5425 members 
Mstep: Class 10 contains 132164 members 
Mstep: Class 11 contains 2388 members 
Mstep: Class 12 contains 74311 members 
Mstep: Class 13 contains 19009 members 
Mstep: Class 14 contains 88974 members 
Mstep: Class 15 contains 4745 members 
Mstep: Class 16 contains 20173 members 
Mstep: Class 17 contains 12892 members 
Mstep: Class 18 contains 16531 members 
Mstep: Class 19 contains 52980 members 
Mstep: Class 20 contains 5791 members 
Mstep: Class 21 contains 6407 members 
Mstep: Class 22 contains 2947 members 
Mstep: Class 23 contains 44656 members 
Mstep: Class 24 contains 45938 members 
Mstep: Class 25 contains 8145 members 
Mstep: Class 26 contains 4733 members 
Mstep: Class 27 contains 3164 members 
Mstep: Class 28 contains 3526 members 
Mstep: Class 29 contains 590 members 
Mstep: Class 30 contains 3265 members 
Mstep: Class 31 contains 12013 members 
Mstep: Class 32 contains 13750 members 
Mstep: Class 33 contains 48756 members 
Mstep: Class 34 contains 9567 members 
Mstep: Class 35 contains 2297 members 
Mstep: Class 36 contains 7422 members 
Mstep: Class 37 contains 2856 members 
Mstep: Class 38 contains 15168 members 
Mstep: Class 39 contains 14187 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100225192.000000 Penalty: 86302.984375
Iteration 42Q: 40 clusters Score -1.002252e+08 nChanged 10042
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 58233 members 
Mstep: Class 2 contains 40958 members 
Mstep: Class 3 contains 2886 members 
Mstep: Class 4 contains 3364 members 
Mstep: Class 5 contains 15108 members 
Mstep: Class 6 contains 7986 members 
Mstep: Class 7 contains 487 members 
Mstep: Class 8 contains 5830 members 
Mstep: Class 9 contains 5719 members 
Mstep: Class 10 contains 132107 members 
Mstep: Class 11 contains 2345 members 
Mstep: Class 12 contains 74213 members 
Mstep: Class 13 contains 18956 members 
Mstep: Class 14 contains 88225 members 
Mstep: Class 15 contains 4815 members 
Mstep: Class 16 contains 20345 members 
Mstep: Class 17 contains 13051 members 
Mstep: Class 18 contains 16813 members 
Mstep: Class 19 contains 52530 members 
Mstep: Class 20 contains 6087 members 
Mstep: Class 21 contains 6485 members 
Mstep: Class 22 contains 2996 members 
Mstep: Class 23 contains 44515 members 
Mstep: Class 24 contains 45368 members 
Mstep: Class 25 contains 8272 members 
Mstep: Class 26 contains 4717 members 
Mstep: Class 27 contains 3202 members 
Mstep: Class 28 contains 3935 members 
Mstep: Class 29 contains 585 members 
Mstep: Class 30 contains 3330 members 
Mstep: Class 31 contains 12115 members 
Mstep: Class 32 contains 13885 members 
Mstep: Class 33 contains 48351 members 
Mstep: Class 34 contains 9662 members 
Mstep: Class 35 contains 2300 members 
Mstep: Class 36 contains 8045 members 
Mstep: Class 37 contains 2903 members 
Mstep: Class 38 contains 14965 members 
Mstep: Class 39 contains 14891 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100228224.000000 Penalty: 86302.984375
Iteration 43Q: 40 clusters Score -1.002282e+08 nChanged 8393
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 57783 members 
Mstep: Class 2 contains 40355 members 
Mstep: Class 3 contains 2924 members 
Mstep: Class 4 contains 3361 members 
Mstep: Class 5 contains 14717 members 
Mstep: Class 6 contains 8296 members 
Mstep: Class 7 contains 490 members 
Mstep: Class 8 contains 6032 members 
Mstep: Class 9 contains 5969 members 
Mstep: Class 10 contains 132123 members 
Mstep: Class 11 contains 2320 members 
Mstep: Class 12 contains 74174 members 
Mstep: Class 13 contains 18924 members 
Mstep: Class 14 contains 87518 members 
Mstep: Class 15 contains 4883 members 
Mstep: Class 16 contains 20457 members 
Mstep: Class 17 contains 13204 members 
Mstep: Class 18 contains 17125 members 
Mstep: Class 19 contains 52065 members 
Mstep: Class 20 contains 6284 members 
Mstep: Class 21 contains 6573 members 
Mstep: Class 22 contains 3016 members 
Mstep: Class 23 contains 44407 members 
Mstep: Class 24 contains 44850 members 
Mstep: Class 25 contains 8328 members 
Mstep: Class 26 contains 4707 members 
Mstep: Class 27 contains 3241 members 
Mstep: Class 28 contains 4343 members 
Mstep: Class 29 contains 585 members 
Mstep: Class 30 contains 3366 members 
Mstep: Class 31 contains 12187 members 
Mstep: Class 32 contains 13965 members 
Mstep: Class 33 contains 47944 members 
Mstep: Class 34 contains 9732 members 
Mstep: Class 35 contains 2302 members 
Mstep: Class 36 contains 8614 members 
Mstep: Class 37 contains 2934 members 
Mstep: Class 38 contains 14804 members 
Mstep: Class 39 contains 15678 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100230152.000000 Penalty: 86302.984375
Iteration 44Q: 40 clusters Score -1.002302e+08 nChanged 7127
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 57349 members 
Mstep: Class 2 contains 39817 members 
Mstep: Class 3 contains 2958 members 
Mstep: Class 4 contains 3357 members 
Mstep: Class 5 contains 14327 members 
Mstep: Class 6 contains 8632 members 
Mstep: Class 7 contains 493 members 
Mstep: Class 8 contains 6201 members 
Mstep: Class 9 contains 6167 members 
Mstep: Class 10 contains 132142 members 
Mstep: Class 11 contains 2290 members 
Mstep: Class 12 contains 74189 members 
Mstep: Class 13 contains 18894 members 
Mstep: Class 14 contains 86861 members 
Mstep: Class 15 contains 4936 members 
Mstep: Class 16 contains 20547 members 
Mstep: Class 17 contains 13365 members 
Mstep: Class 18 contains 17416 members 
Mstep: Class 19 contains 51615 members 
Mstep: Class 20 contains 6442 members 
Mstep: Class 21 contains 6656 members 
Mstep: Class 22 contains 3028 members 
Mstep: Class 23 contains 44310 members 
Mstep: Class 24 contains 44452 members 
Mstep: Class 25 contains 8355 members 
Mstep: Class 26 contains 4685 members 
Mstep: Class 27 contains 3257 members 
Mstep: Class 28 contains 4731 members 
Mstep: Class 29 contains 589 members 
Mstep: Class 30 contains 3410 members 
Mstep: Class 31 contains 12248 members 
Mstep: Class 32 contains 14013 members 
Mstep: Class 33 contains 47540 members 
Mstep: Class 34 contains 9790 members 
Mstep: Class 35 contains 2310 members 
Mstep: Class 36 contains 9087 members 
Mstep: Class 37 contains 2950 members 
Mstep: Class 38 contains 14651 members 
Mstep: Class 39 contains 16520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100231512.000000 Penalty: 86302.984375
Iteration 45Q: 40 clusters Score -1.002315e+08 nChanged 6424
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 56908 members 
Mstep: Class 2 contains 39336 members 
Mstep: Class 3 contains 2975 members 
Mstep: Class 4 contains 3357 members 
Mstep: Class 5 contains 13955 members 
Mstep: Class 6 contains 8964 members 
Mstep: Class 7 contains 494 members 
Mstep: Class 8 contains 6374 members 
Mstep: Class 9 contains 6345 members 
Mstep: Class 10 contains 132155 members 
Mstep: Class 11 contains 2288 members 
Mstep: Class 12 contains 74179 members 
Mstep: Class 13 contains 18883 members 
Mstep: Class 14 contains 86257 members 
Mstep: Class 15 contains 4979 members 
Mstep: Class 16 contains 20595 members 
Mstep: Class 17 contains 13535 members 
Mstep: Class 18 contains 17740 members 
Mstep: Class 19 contains 51219 members 
Mstep: Class 20 contains 6602 members 
Mstep: Class 21 contains 6708 members 
Mstep: Class 22 contains 3036 members 
Mstep: Class 23 contains 44230 members 
Mstep: Class 24 contains 44058 members 
Mstep: Class 25 contains 8369 members 
Mstep: Class 26 contains 4655 members 
Mstep: Class 27 contains 3263 members 
Mstep: Class 28 contains 5105 members 
Mstep: Class 29 contains 595 members 
Mstep: Class 30 contains 3439 members 
Mstep: Class 31 contains 12286 members 
Mstep: Class 32 contains 14046 members 
Mstep: Class 33 contains 47180 members 
Mstep: Class 34 contains 9859 members 
Mstep: Class 35 contains 2310 members 
Mstep: Class 36 contains 9492 members 
Mstep: Class 37 contains 2978 members 
Mstep: Class 38 contains 14495 members 
Mstep: Class 39 contains 17336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100233240.000000 Penalty: 86302.984375
Iteration 46Q: 40 clusters Score -1.002332e+08 nChanged 5757
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 56510 members 
Mstep: Class 2 contains 38942 members 
Mstep: Class 3 contains 2988 members 
Mstep: Class 4 contains 3354 members 
Mstep: Class 5 contains 13652 members 
Mstep: Class 6 contains 9334 members 
Mstep: Class 7 contains 495 members 
Mstep: Class 8 contains 6514 members 
Mstep: Class 9 contains 6492 members 
Mstep: Class 10 contains 132192 members 
Mstep: Class 11 contains 2291 members 
Mstep: Class 12 contains 74201 members 
Mstep: Class 13 contains 18879 members 
Mstep: Class 14 contains 85709 members 
Mstep: Class 15 contains 5032 members 
Mstep: Class 16 contains 20624 members 
Mstep: Class 17 contains 13677 members 
Mstep: Class 18 contains 17982 members 
Mstep: Class 19 contains 50809 members 
Mstep: Class 20 contains 6748 members 
Mstep: Class 21 contains 6765 members 
Mstep: Class 22 contains 3049 members 
Mstep: Class 23 contains 44160 members 
Mstep: Class 24 contains 43633 members 
Mstep: Class 25 contains 8391 members 
Mstep: Class 26 contains 4635 members 
Mstep: Class 27 contains 3271 members 
Mstep: Class 28 contains 5462 members 
Mstep: Class 29 contains 595 members 
Mstep: Class 30 contains 3460 members 
Mstep: Class 31 contains 12317 members 
Mstep: Class 32 contains 14041 members 
Mstep: Class 33 contains 46801 members 
Mstep: Class 34 contains 9913 members 
Mstep: Class 35 contains 2314 members 
Mstep: Class 36 contains 9880 members 
Mstep: Class 37 contains 2991 members 
Mstep: Class 38 contains 14375 members 
Mstep: Class 39 contains 18102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100234440.000000 Penalty: 86302.984375
Iteration 47Q: 40 clusters Score -1.002344e+08 nChanged 5019
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 56115 members 
Mstep: Class 2 contains 38609 members 
Mstep: Class 3 contains 2997 members 
Mstep: Class 4 contains 3349 members 
Mstep: Class 5 contains 13436 members 
Mstep: Class 6 contains 9691 members 
Mstep: Class 7 contains 496 members 
Mstep: Class 8 contains 6637 members 
Mstep: Class 9 contains 6612 members 
Mstep: Class 10 contains 132253 members 
Mstep: Class 11 contains 2289 members 
Mstep: Class 12 contains 74210 members 
Mstep: Class 13 contains 18873 members 
Mstep: Class 14 contains 85160 members 
Mstep: Class 15 contains 5098 members 
Mstep: Class 16 contains 20626 members 
Mstep: Class 17 contains 13792 members 
Mstep: Class 18 contains 18206 members 
Mstep: Class 19 contains 50484 members 
Mstep: Class 20 contains 6872 members 
Mstep: Class 21 contains 6815 members 
Mstep: Class 22 contains 3066 members 
Mstep: Class 23 contains 44118 members 
Mstep: Class 24 contains 43277 members 
Mstep: Class 25 contains 8405 members 
Mstep: Class 26 contains 4623 members 
Mstep: Class 27 contains 3280 members 
Mstep: Class 28 contains 5786 members 
Mstep: Class 29 contains 596 members 
Mstep: Class 30 contains 3458 members 
Mstep: Class 31 contains 12344 members 
Mstep: Class 32 contains 14042 members 
Mstep: Class 33 contains 46428 members 
Mstep: Class 34 contains 9953 members 
Mstep: Class 35 contains 2316 members 
Mstep: Class 36 contains 10202 members 
Mstep: Class 37 contains 3013 members 
Mstep: Class 38 contains 14266 members 
Mstep: Class 39 contains 18787 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100235272.000000 Penalty: 86302.984375
Iteration 48Q: 40 clusters Score -1.002353e+08 nChanged 4361
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 55766 members 
Mstep: Class 2 contains 38298 members 
Mstep: Class 3 contains 3006 members 
Mstep: Class 4 contains 3341 members 
Mstep: Class 5 contains 13263 members 
Mstep: Class 6 contains 10046 members 
Mstep: Class 7 contains 497 members 
Mstep: Class 8 contains 6768 members 
Mstep: Class 9 contains 6720 members 
Mstep: Class 10 contains 132321 members 
Mstep: Class 11 contains 2287 members 
Mstep: Class 12 contains 74228 members 
Mstep: Class 13 contains 18865 members 
Mstep: Class 14 contains 84657 members 
Mstep: Class 15 contains 5159 members 
Mstep: Class 16 contains 20622 members 
Mstep: Class 17 contains 13871 members 
Mstep: Class 18 contains 18379 members 
Mstep: Class 19 contains 50231 members 
Mstep: Class 20 contains 6958 members 
Mstep: Class 21 contains 6873 members 
Mstep: Class 22 contains 3089 members 
Mstep: Class 23 contains 44079 members 
Mstep: Class 24 contains 42965 members 
Mstep: Class 25 contains 8407 members 
Mstep: Class 26 contains 4605 members 
Mstep: Class 27 contains 3275 members 
Mstep: Class 28 contains 6065 members 
Mstep: Class 29 contains 596 members 
Mstep: Class 30 contains 3457 members 
Mstep: Class 31 contains 12369 members 
Mstep: Class 32 contains 14048 members 
Mstep: Class 33 contains 46096 members 
Mstep: Class 34 contains 9999 members 
Mstep: Class 35 contains 2320 members 
Mstep: Class 36 contains 10465 members 
Mstep: Class 37 contains 3028 members 
Mstep: Class 38 contains 14168 members 
Mstep: Class 39 contains 19393 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100236208.000000 Penalty: 86302.984375
Iteration 49Q: 40 clusters Score -1.002362e+08 nChanged 4014
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 55421 members 
Mstep: Class 2 contains 38015 members 
Mstep: Class 3 contains 3012 members 
Mstep: Class 4 contains 3340 members 
Mstep: Class 5 contains 13140 members 
Mstep: Class 6 contains 10433 members 
Mstep: Class 7 contains 498 members 
Mstep: Class 8 contains 6891 members 
Mstep: Class 9 contains 6819 members 
Mstep: Class 10 contains 132324 members 
Mstep: Class 11 contains 2292 members 
Mstep: Class 12 contains 74214 members 
Mstep: Class 13 contains 18868 members 
Mstep: Class 14 contains 84235 members 
Mstep: Class 15 contains 5253 members 
Mstep: Class 16 contains 20602 members 
Mstep: Class 17 contains 13923 members 
Mstep: Class 18 contains 18523 members 
Mstep: Class 19 contains 50007 members 
Mstep: Class 20 contains 7028 members 
Mstep: Class 21 contains 6924 members 
Mstep: Class 22 contains 3097 members 
Mstep: Class 23 contains 44039 members 
Mstep: Class 24 contains 42678 members 
Mstep: Class 25 contains 8423 members 
Mstep: Class 26 contains 4597 members 
Mstep: Class 27 contains 3267 members 
Mstep: Class 28 contains 6330 members 
Mstep: Class 29 contains 596 members 
Mstep: Class 30 contains 3463 members 
Mstep: Class 31 contains 12395 members 
Mstep: Class 32 contains 14038 members 
Mstep: Class 33 contains 45773 members 
Mstep: Class 34 contains 10034 members 
Mstep: Class 35 contains 2321 members 
Mstep: Class 36 contains 10698 members 
Mstep: Class 37 contains 3046 members 
Mstep: Class 38 contains 14091 members 
Mstep: Class 39 contains 19932 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100236728.000000 Penalty: 86302.984375
Iteration 50Q: 40 clusters Score -1.002367e+08 nChanged 3781
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 55099 members 
Mstep: Class 2 contains 37765 members 
Mstep: Class 3 contains 3015 members 
Mstep: Class 4 contains 3340 members 
Mstep: Class 5 contains 13037 members 
Mstep: Class 6 contains 10834 members 
Mstep: Class 7 contains 500 members 
Mstep: Class 8 contains 6994 members 
Mstep: Class 9 contains 6943 members 
Mstep: Class 10 contains 132346 members 
Mstep: Class 11 contains 2311 members 
Mstep: Class 12 contains 74205 members 
Mstep: Class 13 contains 18866 members 
Mstep: Class 14 contains 83856 members 
Mstep: Class 15 contains 5345 members 
Mstep: Class 16 contains 20583 members 
Mstep: Class 17 contains 13988 members 
Mstep: Class 18 contains 18642 members 
Mstep: Class 19 contains 49774 members 
Mstep: Class 20 contains 7076 members 
Mstep: Class 21 contains 6961 members 
Mstep: Class 22 contains 3101 members 
Mstep: Class 23 contains 44011 members 
Mstep: Class 24 contains 42438 members 
Mstep: Class 25 contains 8425 members 
Mstep: Class 26 contains 4575 members 
Mstep: Class 27 contains 3261 members 
Mstep: Class 28 contains 6575 members 
Mstep: Class 29 contains 596 members 
Mstep: Class 30 contains 3464 members 
Mstep: Class 31 contains 12410 members 
Mstep: Class 32 contains 14034 members 
Mstep: Class 33 contains 45457 members 
Mstep: Class 34 contains 10071 members 
Mstep: Class 35 contains 2322 members 
Mstep: Class 36 contains 10900 members 
Mstep: Class 37 contains 3060 members 
Mstep: Class 38 contains 14003 members 
Mstep: Class 39 contains 20397 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100237736.000000 Penalty: 86302.984375
Iteration 51Q: 40 clusters Score -1.002377e+08 nChanged 3574
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 54794 members 
Mstep: Class 2 contains 37494 members 
Mstep: Class 3 contains 3017 members 
Mstep: Class 4 contains 3339 members 
Mstep: Class 5 contains 12966 members 
Mstep: Class 6 contains 11244 members 
Mstep: Class 7 contains 502 members 
Mstep: Class 8 contains 7076 members 
Mstep: Class 9 contains 7082 members 
Mstep: Class 10 contains 132353 members 
Mstep: Class 11 contains 2321 members 
Mstep: Class 12 contains 74204 members 
Mstep: Class 13 contains 18864 members 
Mstep: Class 14 contains 83522 members 
Mstep: Class 15 contains 5429 members 
Mstep: Class 16 contains 20549 members 
Mstep: Class 17 contains 14024 members 
Mstep: Class 18 contains 18757 members 
Mstep: Class 19 contains 49579 members 
Mstep: Class 20 contains 7113 members 
Mstep: Class 21 contains 7008 members 
Mstep: Class 22 contains 3114 members 
Mstep: Class 23 contains 43999 members 
Mstep: Class 24 contains 42260 members 
Mstep: Class 25 contains 8422 members 
Mstep: Class 26 contains 4571 members 
Mstep: Class 27 contains 3262 members 
Mstep: Class 28 contains 6798 members 
Mstep: Class 29 contains 596 members 
Mstep: Class 30 contains 3467 members 
Mstep: Class 31 contains 12427 members 
Mstep: Class 32 contains 14017 members 
Mstep: Class 33 contains 45072 members 
Mstep: Class 34 contains 10110 members 
Mstep: Class 35 contains 2323 members 
Mstep: Class 36 contains 11095 members 
Mstep: Class 37 contains 3078 members 
Mstep: Class 38 contains 13927 members 
Mstep: Class 39 contains 20805 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100238312.000000 Penalty: 86302.984375
Iteration 52Q: 40 clusters Score -1.002383e+08 nChanged 3513
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 54508 members 
Mstep: Class 2 contains 37268 members 
Mstep: Class 3 contains 3023 members 
Mstep: Class 4 contains 3338 members 
Mstep: Class 5 contains 12916 members 
Mstep: Class 6 contains 11630 members 
Mstep: Class 7 contains 501 members 
Mstep: Class 8 contains 7160 members 
Mstep: Class 9 contains 7217 members 
Mstep: Class 10 contains 132345 members 
Mstep: Class 11 contains 2326 members 
Mstep: Class 12 contains 74201 members 
Mstep: Class 13 contains 18864 members 
Mstep: Class 14 contains 83243 members 
Mstep: Class 15 contains 5512 members 
Mstep: Class 16 contains 20496 members 
Mstep: Class 17 contains 14074 members 
Mstep: Class 18 contains 18872 members 
Mstep: Class 19 contains 49369 members 
Mstep: Class 20 contains 7134 members 
Mstep: Class 21 contains 7037 members 
Mstep: Class 22 contains 3128 members 
Mstep: Class 23 contains 43968 members 
Mstep: Class 24 contains 42131 members 
Mstep: Class 25 contains 8426 members 
Mstep: Class 26 contains 4559 members 
Mstep: Class 27 contains 3268 members 
Mstep: Class 28 contains 7020 members 
Mstep: Class 29 contains 596 members 
Mstep: Class 30 contains 3479 members 
Mstep: Class 31 contains 12441 members 
Mstep: Class 32 contains 13991 members 
Mstep: Class 33 contains 44677 members 
Mstep: Class 34 contains 10136 members 
Mstep: Class 35 contains 2323 members 
Mstep: Class 36 contains 11296 members 
Mstep: Class 37 contains 3097 members 
Mstep: Class 38 contains 13865 members 
Mstep: Class 39 contains 21145 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100238680.000000 Penalty: 86302.984375
Iteration 53Q: 40 clusters Score -1.002387e+08 nChanged 3456
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 54224 members 
Mstep: Class 2 contains 37058 members 
Mstep: Class 3 contains 3029 members 
Mstep: Class 4 contains 3337 members 
Mstep: Class 5 contains 12891 members 
Mstep: Class 6 contains 12057 members 
Mstep: Class 7 contains 501 members 
Mstep: Class 8 contains 7233 members 
Mstep: Class 9 contains 7363 members 
Mstep: Class 10 contains 132299 members 
Mstep: Class 11 contains 2340 members 
Mstep: Class 12 contains 74170 members 
Mstep: Class 13 contains 18856 members 
Mstep: Class 14 contains 82987 members 
Mstep: Class 15 contains 5591 members 
Mstep: Class 16 contains 20434 members 
Mstep: Class 17 contains 14104 members 
Mstep: Class 18 contains 18992 members 
Mstep: Class 19 contains 49195 members 
Mstep: Class 20 contains 7161 members 
Mstep: Class 21 contains 7077 members 
Mstep: Class 22 contains 3135 members 
Mstep: Class 23 contains 43949 members 
Mstep: Class 24 contains 42036 members 
Mstep: Class 25 contains 8428 members 
Mstep: Class 26 contains 4560 members 
Mstep: Class 27 contains 3275 members 
Mstep: Class 28 contains 7255 members 
Mstep: Class 29 contains 596 members 
Mstep: Class 30 contains 3483 members 
Mstep: Class 31 contains 12454 members 
Mstep: Class 32 contains 13978 members 
Mstep: Class 33 contains 44244 members 
Mstep: Class 34 contains 10153 members 
Mstep: Class 35 contains 2324 members 
Mstep: Class 36 contains 11473 members 
Mstep: Class 37 contains 3107 members 
Mstep: Class 38 contains 13800 members 
Mstep: Class 39 contains 21431 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100239024.000000 Penalty: 86302.984375
Iteration 54Q: 40 clusters Score -1.00239e+08 nChanged 3457
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 53926 members 
Mstep: Class 2 contains 36845 members 
Mstep: Class 3 contains 3028 members 
Mstep: Class 4 contains 3336 members 
Mstep: Class 5 contains 12873 members 
Mstep: Class 6 contains 12506 members 
Mstep: Class 7 contains 501 members 
Mstep: Class 8 contains 7299 members 
Mstep: Class 9 contains 7516 members 
Mstep: Class 10 contains 132250 members 
Mstep: Class 11 contains 2346 members 
Mstep: Class 12 contains 74160 members 
Mstep: Class 13 contains 18856 members 
Mstep: Class 14 contains 82747 members 
Mstep: Class 15 contains 5663 members 
Mstep: Class 16 contains 20373 members 
Mstep: Class 17 contains 14132 members 
Mstep: Class 18 contains 19106 members 
Mstep: Class 19 contains 49035 members 
Mstep: Class 20 contains 7185 members 
Mstep: Class 21 contains 7119 members 
Mstep: Class 22 contains 3134 members 
Mstep: Class 23 contains 43920 members 
Mstep: Class 24 contains 41989 members 
Mstep: Class 25 contains 8436 members 
Mstep: Class 26 contains 4554 members 
Mstep: Class 27 contains 3274 members 
Mstep: Class 28 contains 7489 members 
Mstep: Class 29 contains 596 members 
Mstep: Class 30 contains 3492 members 
Mstep: Class 31 contains 12466 members 
Mstep: Class 32 contains 13971 members 
Mstep: Class 33 contains 43765 members 
Mstep: Class 34 contains 10167 members 
Mstep: Class 35 contains 2324 members 
Mstep: Class 36 contains 11622 members 
Mstep: Class 37 contains 3126 members 
Mstep: Class 38 contains 13728 members 
Mstep: Class 39 contains 21725 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100239520.000000 Penalty: 86302.984375
Iteration 55Q: 40 clusters Score -1.002395e+08 nChanged 3269
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 53674 members 
Mstep: Class 2 contains 36628 members 
Mstep: Class 3 contains 3026 members 
Mstep: Class 4 contains 3335 members 
Mstep: Class 5 contains 12851 members 
Mstep: Class 6 contains 12999 members 
Mstep: Class 7 contains 501 members 
Mstep: Class 8 contains 7369 members 
Mstep: Class 9 contains 7643 members 
Mstep: Class 10 contains 132196 members 
Mstep: Class 11 contains 2353 members 
Mstep: Class 12 contains 74168 members 
Mstep: Class 13 contains 18857 members 
Mstep: Class 14 contains 82532 members 
Mstep: Class 15 contains 5748 members 
Mstep: Class 16 contains 20309 members 
Mstep: Class 17 contains 14142 members 
Mstep: Class 18 contains 19232 members 
Mstep: Class 19 contains 48895 members 
Mstep: Class 20 contains 7204 members 
Mstep: Class 21 contains 7162 members 
Mstep: Class 22 contains 3134 members 
Mstep: Class 23 contains 43894 members 
Mstep: Class 24 contains 41958 members 
Mstep: Class 25 contains 8448 members 
Mstep: Class 26 contains 4558 members 
Mstep: Class 27 contains 3269 members 
Mstep: Class 28 contains 7686 members 
Mstep: Class 29 contains 597 members 
Mstep: Class 30 contains 3505 members 
Mstep: Class 31 contains 12473 members 
Mstep: Class 32 contains 13936 members 
Mstep: Class 33 contains 43214 members 
Mstep: Class 34 contains 10182 members 
Mstep: Class 35 contains 2327 members 
Mstep: Class 36 contains 11761 members 
Mstep: Class 37 contains 3142 members 
Mstep: Class 38 contains 13673 members 
Mstep: Class 39 contains 21999 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100240120.000000 Penalty: 86302.984375
Iteration 56Q: 40 clusters Score -1.002401e+08 nChanged 3270
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 53406 members 
Mstep: Class 2 contains 36407 members 
Mstep: Class 3 contains 3019 members 
Mstep: Class 4 contains 3334 members 
Mstep: Class 5 contains 12832 members 
Mstep: Class 6 contains 13547 members 
Mstep: Class 7 contains 501 members 
Mstep: Class 8 contains 7434 members 
Mstep: Class 9 contains 7804 members 
Mstep: Class 10 contains 132118 members 
Mstep: Class 11 contains 2359 members 
Mstep: Class 12 contains 74144 members 
Mstep: Class 13 contains 18855 members 
Mstep: Class 14 contains 82299 members 
Mstep: Class 15 contains 5853 members 
Mstep: Class 16 contains 20258 members 
Mstep: Class 17 contains 14155 members 
Mstep: Class 18 contains 19342 members 
Mstep: Class 19 contains 48779 members 
Mstep: Class 20 contains 7223 members 
Mstep: Class 21 contains 7199 members 
Mstep: Class 22 contains 3147 members 
Mstep: Class 23 contains 43874 members 
Mstep: Class 24 contains 41953 members 
Mstep: Class 25 contains 8455 members 
Mstep: Class 26 contains 4556 members 
Mstep: Class 27 contains 3273 members 
Mstep: Class 28 contains 7900 members 
Mstep: Class 29 contains 599 members 
Mstep: Class 30 contains 3511 members 
Mstep: Class 31 contains 12479 members 
Mstep: Class 32 contains 13888 members 
Mstep: Class 33 contains 42633 members 
Mstep: Class 34 contains 10189 members 
Mstep: Class 35 contains 2328 members 
Mstep: Class 36 contains 11901 members 
Mstep: Class 37 contains 3159 members 
Mstep: Class 38 contains 13619 members 
Mstep: Class 39 contains 22248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100241128.000000 Penalty: 86302.984375
Iteration 57Q: 40 clusters Score -1.002411e+08 nChanged 3247
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 53154 members 
Mstep: Class 2 contains 36213 members 
Mstep: Class 3 contains 3019 members 
Mstep: Class 4 contains 3332 members 
Mstep: Class 5 contains 12814 members 
Mstep: Class 6 contains 14183 members 
Mstep: Class 7 contains 503 members 
Mstep: Class 8 contains 7481 members 
Mstep: Class 9 contains 7940 members 
Mstep: Class 10 contains 132039 members 
Mstep: Class 11 contains 2360 members 
Mstep: Class 12 contains 74110 members 
Mstep: Class 13 contains 18854 members 
Mstep: Class 14 contains 82103 members 
Mstep: Class 15 contains 5964 members 
Mstep: Class 16 contains 20214 members 
Mstep: Class 17 contains 14172 members 
Mstep: Class 18 contains 19430 members 
Mstep: Class 19 contains 48669 members 
Mstep: Class 20 contains 7237 members 
Mstep: Class 21 contains 7213 members 
Mstep: Class 22 contains 3159 members 
Mstep: Class 23 contains 43845 members 
Mstep: Class 24 contains 41987 members 
Mstep: Class 25 contains 8460 members 
Mstep: Class 26 contains 4552 members 
Mstep: Class 27 contains 3277 members 
Mstep: Class 28 contains 8104 members 
Mstep: Class 29 contains 600 members 
Mstep: Class 30 contains 3516 members 
Mstep: Class 31 contains 12485 members 
Mstep: Class 32 contains 13801 members 
Mstep: Class 33 contains 41963 members 
Mstep: Class 34 contains 10196 members 
Mstep: Class 35 contains 2332 members 
Mstep: Class 36 contains 12049 members 
Mstep: Class 37 contains 3178 members 
Mstep: Class 38 contains 13573 members 
Mstep: Class 39 contains 22499 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100242240.000000 Penalty: 86302.984375
Iteration 58Q: 40 clusters Score -1.002422e+08 nChanged 3199
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 52942 members 
Mstep: Class 2 contains 36000 members 
Mstep: Class 3 contains 3020 members 
Mstep: Class 4 contains 3330 members 
Mstep: Class 5 contains 12810 members 
Mstep: Class 6 contains 14868 members 
Mstep: Class 7 contains 506 members 
Mstep: Class 8 contains 7518 members 
Mstep: Class 9 contains 8104 members 
Mstep: Class 10 contains 131937 members 
Mstep: Class 11 contains 2362 members 
Mstep: Class 12 contains 74102 members 
Mstep: Class 13 contains 18856 members 
Mstep: Class 14 contains 81882 members 
Mstep: Class 15 contains 6050 members 
Mstep: Class 16 contains 20193 members 
Mstep: Class 17 contains 14199 members 
Mstep: Class 18 contains 19494 members 
Mstep: Class 19 contains 48570 members 
Mstep: Class 20 contains 7244 members 
Mstep: Class 21 contains 7233 members 
Mstep: Class 22 contains 3171 members 
Mstep: Class 23 contains 43823 members 
Mstep: Class 24 contains 42021 members 
Mstep: Class 25 contains 8465 members 
Mstep: Class 26 contains 4538 members 
Mstep: Class 27 contains 3283 members 
Mstep: Class 28 contains 8317 members 
Mstep: Class 29 contains 601 members 
Mstep: Class 30 contains 3525 members 
Mstep: Class 31 contains 12487 members 
Mstep: Class 32 contains 13732 members 
Mstep: Class 33 contains 41236 members 
Mstep: Class 34 contains 10202 members 
Mstep: Class 35 contains 2333 members 
Mstep: Class 36 contains 12159 members 
Mstep: Class 37 contains 3192 members 
Mstep: Class 38 contains 13536 members 
Mstep: Class 39 contains 22739 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100242944.000000 Penalty: 86302.984375
Iteration 59Q: 40 clusters Score -1.002429e+08 nChanged 3168
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 52758 members 
Mstep: Class 2 contains 35765 members 
Mstep: Class 3 contains 3021 members 
Mstep: Class 4 contains 3328 members 
Mstep: Class 5 contains 12825 members 
Mstep: Class 6 contains 15531 members 
Mstep: Class 7 contains 506 members 
Mstep: Class 8 contains 7563 members 
Mstep: Class 9 contains 8277 members 
Mstep: Class 10 contains 131802 members 
Mstep: Class 11 contains 2362 members 
Mstep: Class 12 contains 74107 members 
Mstep: Class 13 contains 18855 members 
Mstep: Class 14 contains 81678 members 
Mstep: Class 15 contains 6132 members 
Mstep: Class 16 contains 20167 members 
Mstep: Class 17 contains 14229 members 
Mstep: Class 18 contains 19567 members 
Mstep: Class 19 contains 48457 members 
Mstep: Class 20 contains 7263 members 
Mstep: Class 21 contains 7244 members 
Mstep: Class 22 contains 3183 members 
Mstep: Class 23 contains 43810 members 
Mstep: Class 24 contains 42075 members 
Mstep: Class 25 contains 8466 members 
Mstep: Class 26 contains 4532 members 
Mstep: Class 27 contains 3286 members 
Mstep: Class 28 contains 8539 members 
Mstep: Class 29 contains 601 members 
Mstep: Class 30 contains 3539 members 
Mstep: Class 31 contains 12489 members 
Mstep: Class 32 contains 13658 members 
Mstep: Class 33 contains 40515 members 
Mstep: Class 34 contains 10207 members 
Mstep: Class 35 contains 2333 members 
Mstep: Class 36 contains 12258 members 
Mstep: Class 37 contains 3208 members 
Mstep: Class 38 contains 13498 members 
Mstep: Class 39 contains 22946 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100244096.000000 Penalty: 86302.984375
Iteration 60F: 40 clusters Score -1.002441e+08 nChanged 3505
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 52590 members 
Mstep: Class 2 contains 35466 members 
Mstep: Class 3 contains 3020 members 
Mstep: Class 4 contains 3329 members 
Mstep: Class 5 contains 12653 members 
Mstep: Class 6 contains 16245 members 
Mstep: Class 7 contains 508 members 
Mstep: Class 8 contains 7604 members 
Mstep: Class 9 contains 8436 members 
Mstep: Class 10 contains 131693 members 
Mstep: Class 11 contains 2378 members 
Mstep: Class 12 contains 74121 members 
Mstep: Class 13 contains 18852 members 
Mstep: Class 14 contains 81418 members 
Mstep: Class 15 contains 6211 members 
Mstep: Class 16 contains 20122 members 
Mstep: Class 17 contains 14264 members 
Mstep: Class 18 contains 19646 members 
Mstep: Class 19 contains 48344 members 
Mstep: Class 20 contains 7273 members 
Mstep: Class 21 contains 7259 members 
Mstep: Class 22 contains 3191 members 
Mstep: Class 23 contains 43798 members 
Mstep: Class 24 contains 42083 members 
Mstep: Class 25 contains 8468 members 
Mstep: Class 26 contains 4510 members 
Mstep: Class 27 contains 3302 members 
Mstep: Class 28 contains 8843 members 
Mstep: Class 29 contains 601 members 
Mstep: Class 30 contains 3542 members 
Mstep: Class 31 contains 12491 members 
Mstep: Class 32 contains 13576 members 
Mstep: Class 33 contains 39754 members 
Mstep: Class 34 contains 10210 members 
Mstep: Class 35 contains 2333 members 
Mstep: Class 36 contains 12408 members 
Mstep: Class 37 contains 3223 members 
Mstep: Class 38 contains 13457 members 
Mstep: Class 39 contains 23358 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100245296.000000 Penalty: 86302.984375
Iteration 61Q: 40 clusters Score -1.002453e+08 nChanged 3877
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 52438 members 
Mstep: Class 2 contains 35167 members 
Mstep: Class 3 contains 3020 members 
Mstep: Class 4 contains 3330 members 
Mstep: Class 5 contains 12478 members 
Mstep: Class 6 contains 16970 members 
Mstep: Class 7 contains 511 members 
Mstep: Class 8 contains 7630 members 
Mstep: Class 9 contains 8625 members 
Mstep: Class 10 contains 131551 members 
Mstep: Class 11 contains 2386 members 
Mstep: Class 12 contains 74132 members 
Mstep: Class 13 contains 18850 members 
Mstep: Class 14 contains 81185 members 
Mstep: Class 15 contains 6264 members 
Mstep: Class 16 contains 20084 members 
Mstep: Class 17 contains 14295 members 
Mstep: Class 18 contains 19717 members 
Mstep: Class 19 contains 48223 members 
Mstep: Class 20 contains 7288 members 
Mstep: Class 21 contains 7289 members 
Mstep: Class 22 contains 3200 members 
Mstep: Class 23 contains 43784 members 
Mstep: Class 24 contains 42051 members 
Mstep: Class 25 contains 8465 members 
Mstep: Class 26 contains 4490 members 
Mstep: Class 27 contains 3307 members 
Mstep: Class 28 contains 9145 members 
Mstep: Class 29 contains 601 members 
Mstep: Class 30 contains 3551 members 
Mstep: Class 31 contains 12497 members 
Mstep: Class 32 contains 13487 members 
Mstep: Class 33 contains 38987 members 
Mstep: Class 34 contains 10215 members 
Mstep: Class 35 contains 2333 members 
Mstep: Class 36 contains 12558 members 
Mstep: Class 37 contains 3239 members 
Mstep: Class 38 contains 13430 members 
Mstep: Class 39 contains 23807 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100246448.000000 Penalty: 86302.984375
Iteration 62Q: 40 clusters Score -1.002464e+08 nChanged 4113
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 52288 members 
Mstep: Class 2 contains 34862 members 
Mstep: Class 3 contains 3020 members 
Mstep: Class 4 contains 3331 members 
Mstep: Class 5 contains 12287 members 
Mstep: Class 6 contains 17730 members 
Mstep: Class 7 contains 512 members 
Mstep: Class 8 contains 7662 members 
Mstep: Class 9 contains 8840 members 
Mstep: Class 10 contains 131415 members 
Mstep: Class 11 contains 2388 members 
Mstep: Class 12 contains 74182 members 
Mstep: Class 13 contains 18851 members 
Mstep: Class 14 contains 80930 members 
Mstep: Class 15 contains 6305 members 
Mstep: Class 16 contains 20056 members 
Mstep: Class 17 contains 14327 members 
Mstep: Class 18 contains 19772 members 
Mstep: Class 19 contains 48108 members 
Mstep: Class 20 contains 7297 members 
Mstep: Class 21 contains 7331 members 
Mstep: Class 22 contains 3217 members 
Mstep: Class 23 contains 43758 members 
Mstep: Class 24 contains 42026 members 
Mstep: Class 25 contains 8467 members 
Mstep: Class 26 contains 4472 members 
Mstep: Class 27 contains 3314 members 
Mstep: Class 28 contains 9479 members 
Mstep: Class 29 contains 601 members 
Mstep: Class 30 contains 3557 members 
Mstep: Class 31 contains 12502 members 
Mstep: Class 32 contains 13393 members 
Mstep: Class 33 contains 38160 members 
Mstep: Class 34 contains 10215 members 
Mstep: Class 35 contains 2334 members 
Mstep: Class 36 contains 12704 members 
Mstep: Class 37 contains 3249 members 
Mstep: Class 38 contains 13393 members 
Mstep: Class 39 contains 24245 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100248120.000000 Penalty: 86302.984375
Iteration 63Q: 40 clusters Score -1.002481e+08 nChanged 4342
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 52075 members 
Mstep: Class 2 contains 34502 members 
Mstep: Class 3 contains 3020 members 
Mstep: Class 4 contains 3330 members 
Mstep: Class 5 contains 12179 members 
Mstep: Class 6 contains 18489 members 
Mstep: Class 7 contains 513 members 
Mstep: Class 8 contains 7689 members 
Mstep: Class 9 contains 9092 members 
Mstep: Class 10 contains 131229 members 
Mstep: Class 11 contains 2390 members 
Mstep: Class 12 contains 74271 members 
Mstep: Class 13 contains 18843 members 
Mstep: Class 14 contains 80667 members 
Mstep: Class 15 contains 6310 members 
Mstep: Class 16 contains 20049 members 
Mstep: Class 17 contains 14353 members 
Mstep: Class 18 contains 19832 members 
Mstep: Class 19 contains 48003 members 
Mstep: Class 20 contains 7306 members 
Mstep: Class 21 contains 7388 members 
Mstep: Class 22 contains 3232 members 
Mstep: Class 23 contains 43741 members 
Mstep: Class 24 contains 42023 members 
Mstep: Class 25 contains 8466 members 
Mstep: Class 26 contains 4453 members 
Mstep: Class 27 contains 3342 members 
Mstep: Class 28 contains 9833 members 
Mstep: Class 29 contains 601 members 
Mstep: Class 30 contains 3558 members 
Mstep: Class 31 contains 12506 members 
Mstep: Class 32 contains 13336 members 
Mstep: Class 33 contains 37369 members 
Mstep: Class 34 contains 10219 members 
Mstep: Class 35 contains 2336 members 
Mstep: Class 36 contains 12843 members 
Mstep: Class 37 contains 3262 members 
Mstep: Class 38 contains 13350 members 
Mstep: Class 39 contains 24580 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100249432.000000 Penalty: 86302.984375
Iteration 64Q: 40 clusters Score -1.002494e+08 nChanged 4252
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 51841 members 
Mstep: Class 2 contains 34154 members 
Mstep: Class 3 contains 3020 members 
Mstep: Class 4 contains 3325 members 
Mstep: Class 5 contains 12158 members 
Mstep: Class 6 contains 19233 members 
Mstep: Class 7 contains 513 members 
Mstep: Class 8 contains 7709 members 
Mstep: Class 9 contains 9328 members 
Mstep: Class 10 contains 131043 members 
Mstep: Class 11 contains 2395 members 
Mstep: Class 12 contains 74345 members 
Mstep: Class 13 contains 18843 members 
Mstep: Class 14 contains 80433 members 
Mstep: Class 15 contains 6263 members 
Mstep: Class 16 contains 20064 members 
Mstep: Class 17 contains 14376 members 
Mstep: Class 18 contains 19871 members 
Mstep: Class 19 contains 47923 members 
Mstep: Class 20 contains 7308 members 
Mstep: Class 21 contains 7431 members 
Mstep: Class 22 contains 3241 members 
Mstep: Class 23 contains 43712 members 
Mstep: Class 24 contains 42020 members 
Mstep: Class 25 contains 8467 members 
Mstep: Class 26 contains 4446 members 
Mstep: Class 27 contains 3390 members 
Mstep: Class 28 contains 10238 members 
Mstep: Class 29 contains 601 members 
Mstep: Class 30 contains 3564 members 
Mstep: Class 31 contains 12507 members 
Mstep: Class 32 contains 13295 members 
Mstep: Class 33 contains 36631 members 
Mstep: Class 34 contains 10221 members 
Mstep: Class 35 contains 2336 members 
Mstep: Class 36 contains 12959 members 
Mstep: Class 37 contains 3275 members 
Mstep: Class 38 contains 13287 members 
Mstep: Class 39 contains 24814 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100250568.000000 Penalty: 86302.984375
Iteration 65Q: 40 clusters Score -1.002506e+08 nChanged 4303
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 51543 members 
Mstep: Class 2 contains 33840 members 
Mstep: Class 3 contains 3022 members 
Mstep: Class 4 contains 3324 members 
Mstep: Class 5 contains 12177 members 
Mstep: Class 6 contains 19989 members 
Mstep: Class 7 contains 515 members 
Mstep: Class 8 contains 7745 members 
Mstep: Class 9 contains 9565 members 
Mstep: Class 10 contains 130882 members 
Mstep: Class 11 contains 2400 members 
Mstep: Class 12 contains 74475 members 
Mstep: Class 13 contains 18846 members 
Mstep: Class 14 contains 80144 members 
Mstep: Class 15 contains 6203 members 
Mstep: Class 16 contains 20095 members 
Mstep: Class 17 contains 14399 members 
Mstep: Class 18 contains 19912 members 
Mstep: Class 19 contains 47827 members 
Mstep: Class 20 contains 7312 members 
Mstep: Class 21 contains 7464 members 
Mstep: Class 22 contains 3255 members 
Mstep: Class 23 contains 43668 members 
Mstep: Class 24 contains 41995 members 
Mstep: Class 25 contains 8463 members 
Mstep: Class 26 contains 4429 members 
Mstep: Class 27 contains 3429 members 
Mstep: Class 28 contains 10667 members 
Mstep: Class 29 contains 601 members 
Mstep: Class 30 contains 3577 members 
Mstep: Class 31 contains 12510 members 
Mstep: Class 32 contains 13297 members 
Mstep: Class 33 contains 35881 members 
Mstep: Class 34 contains 10226 members 
Mstep: Class 35 contains 2337 members 
Mstep: Class 36 contains 13061 members 
Mstep: Class 37 contains 3286 members 
Mstep: Class 38 contains 13247 members 
Mstep: Class 39 contains 24972 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100251864.000000 Penalty: 86302.984375
Iteration 66Q: 40 clusters Score -1.002519e+08 nChanged 4157
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 51231 members 
Mstep: Class 2 contains 33572 members 
Mstep: Class 3 contains 3026 members 
Mstep: Class 4 contains 3325 members 
Mstep: Class 5 contains 12223 members 
Mstep: Class 6 contains 20692 members 
Mstep: Class 7 contains 518 members 
Mstep: Class 8 contains 7776 members 
Mstep: Class 9 contains 9829 members 
Mstep: Class 10 contains 130644 members 
Mstep: Class 11 contains 2404 members 
Mstep: Class 12 contains 74616 members 
Mstep: Class 13 contains 18852 members 
Mstep: Class 14 contains 79839 members 
Mstep: Class 15 contains 6163 members 
Mstep: Class 16 contains 20154 members 
Mstep: Class 17 contains 14404 members 
Mstep: Class 18 contains 19929 members 
Mstep: Class 19 contains 47746 members 
Mstep: Class 20 contains 7318 members 
Mstep: Class 21 contains 7471 members 
Mstep: Class 22 contains 3275 members 
Mstep: Class 23 contains 43642 members 
Mstep: Class 24 contains 41972 members 
Mstep: Class 25 contains 8461 members 
Mstep: Class 26 contains 4413 members 
Mstep: Class 27 contains 3448 members 
Mstep: Class 28 contains 11118 members 
Mstep: Class 29 contains 602 members 
Mstep: Class 30 contains 3590 members 
Mstep: Class 31 contains 12514 members 
Mstep: Class 32 contains 13338 members 
Mstep: Class 33 contains 35186 members 
Mstep: Class 34 contains 10231 members 
Mstep: Class 35 contains 2336 members 
Mstep: Class 36 contains 13132 members 
Mstep: Class 37 contains 3289 members 
Mstep: Class 38 contains 13196 members 
Mstep: Class 39 contains 25105 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100252504.000000 Penalty: 86302.984375
Iteration 67Q: 40 clusters Score -1.002525e+08 nChanged 3903
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 50904 members 
Mstep: Class 2 contains 33314 members 
Mstep: Class 3 contains 3028 members 
Mstep: Class 4 contains 3326 members 
Mstep: Class 5 contains 12274 members 
Mstep: Class 6 contains 21317 members 
Mstep: Class 7 contains 522 members 
Mstep: Class 8 contains 7803 members 
Mstep: Class 9 contains 10120 members 
Mstep: Class 10 contains 130364 members 
Mstep: Class 11 contains 2402 members 
Mstep: Class 12 contains 74763 members 
Mstep: Class 13 contains 18863 members 
Mstep: Class 14 contains 79528 members 
Mstep: Class 15 contains 6149 members 
Mstep: Class 16 contains 20227 members 
Mstep: Class 17 contains 14420 members 
Mstep: Class 18 contains 19962 members 
Mstep: Class 19 contains 47638 members 
Mstep: Class 20 contains 7320 members 
Mstep: Class 21 contains 7482 members 
Mstep: Class 22 contains 3296 members 
Mstep: Class 23 contains 43610 members 
Mstep: Class 24 contains 41941 members 
Mstep: Class 25 contains 8456 members 
Mstep: Class 26 contains 4403 members 
Mstep: Class 27 contains 3449 members 
Mstep: Class 28 contains 11553 members 
Mstep: Class 29 contains 602 members 
Mstep: Class 30 contains 3612 members 
Mstep: Class 31 contains 12518 members 
Mstep: Class 32 contains 13362 members 
Mstep: Class 33 contains 34580 members 
Mstep: Class 34 contains 10236 members 
Mstep: Class 35 contains 2336 members 
Mstep: Class 36 contains 13206 members 
Mstep: Class 37 contains 3286 members 
Mstep: Class 38 contains 13179 members 
Mstep: Class 39 contains 25229 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100253536.000000 Penalty: 86302.984375
Iteration 68Q: 40 clusters Score -1.002535e+08 nChanged 3648
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 50581 members 
Mstep: Class 2 contains 33057 members 
Mstep: Class 3 contains 3029 members 
Mstep: Class 4 contains 3326 members 
Mstep: Class 5 contains 12327 members 
Mstep: Class 6 contains 21807 members 
Mstep: Class 7 contains 525 members 
Mstep: Class 8 contains 7831 members 
Mstep: Class 9 contains 10460 members 
Mstep: Class 10 contains 130071 members 
Mstep: Class 11 contains 2402 members 
Mstep: Class 12 contains 74888 members 
Mstep: Class 13 contains 18877 members 
Mstep: Class 14 contains 79241 members 
Mstep: Class 15 contains 6141 members 
Mstep: Class 16 contains 20312 members 
Mstep: Class 17 contains 14430 members 
Mstep: Class 18 contains 19994 members 
Mstep: Class 19 contains 47554 members 
Mstep: Class 20 contains 7330 members 
Mstep: Class 21 contains 7501 members 
Mstep: Class 22 contains 3311 members 
Mstep: Class 23 contains 43595 members 
Mstep: Class 24 contains 41916 members 
Mstep: Class 25 contains 8453 members 
Mstep: Class 26 contains 4393 members 
Mstep: Class 27 contains 3432 members 
Mstep: Class 28 contains 11970 members 
Mstep: Class 29 contains 600 members 
Mstep: Class 30 contains 3629 members 
Mstep: Class 31 contains 12521 members 
Mstep: Class 32 contains 13378 members 
Mstep: Class 33 contains 34079 members 
Mstep: Class 34 contains 10238 members 
Mstep: Class 35 contains 2337 members 
Mstep: Class 36 contains 13261 members 
Mstep: Class 37 contains 3295 members 
Mstep: Class 38 contains 13140 members 
Mstep: Class 39 contains 25348 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100254088.000000 Penalty: 86302.984375
Iteration 69Q: 40 clusters Score -1.002541e+08 nChanged 3517
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 50255 members 
Mstep: Class 2 contains 32842 members 
Mstep: Class 3 contains 3029 members 
Mstep: Class 4 contains 3326 members 
Mstep: Class 5 contains 12383 members 
Mstep: Class 6 contains 22231 members 
Mstep: Class 7 contains 527 members 
Mstep: Class 8 contains 7885 members 
Mstep: Class 9 contains 10824 members 
Mstep: Class 10 contains 129672 members 
Mstep: Class 11 contains 2403 members 
Mstep: Class 12 contains 74966 members 
Mstep: Class 13 contains 18885 members 
Mstep: Class 14 contains 79014 members 
Mstep: Class 15 contains 6136 members 
Mstep: Class 16 contains 20404 members 
Mstep: Class 17 contains 14464 members 
Mstep: Class 18 contains 20016 members 
Mstep: Class 19 contains 47479 members 
Mstep: Class 20 contains 7335 members 
Mstep: Class 21 contains 7508 members 
Mstep: Class 22 contains 3323 members 
Mstep: Class 23 contains 43571 members 
Mstep: Class 24 contains 41901 members 
Mstep: Class 25 contains 8452 members 
Mstep: Class 26 contains 4391 members 
Mstep: Class 27 contains 3418 members 
Mstep: Class 28 contains 12378 members 
Mstep: Class 29 contains 599 members 
Mstep: Class 30 contains 3641 members 
Mstep: Class 31 contains 12523 members 
Mstep: Class 32 contains 13392 members 
Mstep: Class 33 contains 33675 members 
Mstep: Class 34 contains 10237 members 
Mstep: Class 35 contains 2338 members 
Mstep: Class 36 contains 13310 members 
Mstep: Class 37 contains 3297 members 
Mstep: Class 38 contains 13079 members 
Mstep: Class 39 contains 25471 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100254560.000000 Penalty: 86302.984375
Iteration 70Q: 40 clusters Score -1.002546e+08 nChanged 3420
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 49971 members 
Mstep: Class 2 contains 32633 members 
Mstep: Class 3 contains 3031 members 
Mstep: Class 4 contains 3326 members 
Mstep: Class 5 contains 12437 members 
Mstep: Class 6 contains 22615 members 
Mstep: Class 7 contains 530 members 
Mstep: Class 8 contains 7943 members 
Mstep: Class 9 contains 11186 members 
Mstep: Class 10 contains 129230 members 
Mstep: Class 11 contains 2400 members 
Mstep: Class 12 contains 75051 members 
Mstep: Class 13 contains 18893 members 
Mstep: Class 14 contains 78779 members 
Mstep: Class 15 contains 6136 members 
Mstep: Class 16 contains 20489 members 
Mstep: Class 17 contains 14489 members 
Mstep: Class 18 contains 20009 members 
Mstep: Class 19 contains 47401 members 
Mstep: Class 20 contains 7335 members 
Mstep: Class 21 contains 7527 members 
Mstep: Class 22 contains 3334 members 
Mstep: Class 23 contains 43538 members 
Mstep: Class 24 contains 41865 members 
Mstep: Class 25 contains 8451 members 
Mstep: Class 26 contains 4394 members 
Mstep: Class 27 contains 3400 members 
Mstep: Class 28 contains 12775 members 
Mstep: Class 29 contains 597 members 
Mstep: Class 30 contains 3650 members 
Mstep: Class 31 contains 12527 members 
Mstep: Class 32 contains 13439 members 
Mstep: Class 33 contains 33323 members 
Mstep: Class 34 contains 10242 members 
Mstep: Class 35 contains 2338 members 
Mstep: Class 36 contains 13352 members 
Mstep: Class 37 contains 3305 members 
Mstep: Class 38 contains 13045 members 
Mstep: Class 39 contains 25594 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100255184.000000 Penalty: 86302.984375
Iteration 71Q: 40 clusters Score -1.002552e+08 nChanged 3236
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 49715 members 
Mstep: Class 2 contains 32429 members 
Mstep: Class 3 contains 3033 members 
Mstep: Class 4 contains 3327 members 
Mstep: Class 5 contains 12500 members 
Mstep: Class 6 contains 22904 members 
Mstep: Class 7 contains 532 members 
Mstep: Class 8 contains 7987 members 
Mstep: Class 9 contains 11593 members 
Mstep: Class 10 contains 128778 members 
Mstep: Class 11 contains 2400 members 
Mstep: Class 12 contains 75103 members 
Mstep: Class 13 contains 18898 members 
Mstep: Class 14 contains 78501 members 
Mstep: Class 15 contains 6142 members 
Mstep: Class 16 contains 20566 members 
Mstep: Class 17 contains 14511 members 
Mstep: Class 18 contains 20008 members 
Mstep: Class 19 contains 47332 members 
Mstep: Class 20 contains 7325 members 
Mstep: Class 21 contains 7543 members 
Mstep: Class 22 contains 3336 members 
Mstep: Class 23 contains 43508 members 
Mstep: Class 24 contains 41832 members 
Mstep: Class 25 contains 8449 members 
Mstep: Class 26 contains 4395 members 
Mstep: Class 27 contains 3377 members 
Mstep: Class 28 contains 13187 members 
Mstep: Class 29 contains 597 members 
Mstep: Class 30 contains 3651 members 
Mstep: Class 31 contains 12529 members 
Mstep: Class 32 contains 13499 members 
Mstep: Class 33 contains 33075 members 
Mstep: Class 34 contains 10244 members 
Mstep: Class 35 contains 2339 members 
Mstep: Class 36 contains 13379 members 
Mstep: Class 37 contains 3312 members 
Mstep: Class 38 contains 13010 members 
Mstep: Class 39 contains 25734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100254976.000000 Penalty: 86302.984375
Iteration 72Q: 40 clusters Score -1.00255e+08 nChanged 3133
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 49476 members 
Mstep: Class 2 contains 32231 members 
Mstep: Class 3 contains 3033 members 
Mstep: Class 4 contains 3324 members 
Mstep: Class 5 contains 12550 members 
Mstep: Class 6 contains 23158 members 
Mstep: Class 7 contains 534 members 
Mstep: Class 8 contains 8045 members 
Mstep: Class 9 contains 12002 members 
Mstep: Class 10 contains 128262 members 
Mstep: Class 11 contains 2400 members 
Mstep: Class 12 contains 75172 members 
Mstep: Class 13 contains 18906 members 
Mstep: Class 14 contains 78295 members 
Mstep: Class 15 contains 6150 members 
Mstep: Class 16 contains 20639 members 
Mstep: Class 17 contains 14536 members 
Mstep: Class 18 contains 19999 members 
Mstep: Class 19 contains 47271 members 
Mstep: Class 20 contains 7323 members 
Mstep: Class 21 contains 7559 members 
Mstep: Class 22 contains 3338 members 
Mstep: Class 23 contains 43496 members 
Mstep: Class 24 contains 41795 members 
Mstep: Class 25 contains 8450 members 
Mstep: Class 26 contains 4393 members 
Mstep: Class 27 contains 3339 members 
Mstep: Class 28 contains 13582 members 
Mstep: Class 29 contains 596 members 
Mstep: Class 30 contains 3653 members 
Mstep: Class 31 contains 12530 members 
Mstep: Class 32 contains 13546 members 
Mstep: Class 33 contains 32850 members 
Mstep: Class 34 contains 10248 members 
Mstep: Class 35 contains 2342 members 
Mstep: Class 36 contains 13402 members 
Mstep: Class 37 contains 3317 members 
Mstep: Class 38 contains 12973 members 
Mstep: Class 39 contains 25865 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100254976.000000 Penalty: 86302.984375
Iteration 73Q: 40 clusters Score -1.00255e+08 nChanged 3145
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 49295 members 
Mstep: Class 2 contains 32033 members 
Mstep: Class 3 contains 3035 members 
Mstep: Class 4 contains 3323 members 
Mstep: Class 5 contains 12600 members 
Mstep: Class 6 contains 23371 members 
Mstep: Class 7 contains 537 members 
Mstep: Class 8 contains 8100 members 
Mstep: Class 9 contains 12390 members 
Mstep: Class 10 contains 127732 members 
Mstep: Class 11 contains 2397 members 
Mstep: Class 12 contains 75197 members 
Mstep: Class 13 contains 18913 members 
Mstep: Class 14 contains 78068 members 
Mstep: Class 15 contains 6154 members 
Mstep: Class 16 contains 20695 members 
Mstep: Class 17 contains 14544 members 
Mstep: Class 18 contains 19997 members 
Mstep: Class 19 contains 47204 members 
Mstep: Class 20 contains 7314 members 
Mstep: Class 21 contains 7564 members 
Mstep: Class 22 contains 3335 members 
Mstep: Class 23 contains 43496 members 
Mstep: Class 24 contains 41753 members 
Mstep: Class 25 contains 8450 members 
Mstep: Class 26 contains 4390 members 
Mstep: Class 27 contains 3313 members 
Mstep: Class 28 contains 14013 members 
Mstep: Class 29 contains 596 members 
Mstep: Class 30 contains 3653 members 
Mstep: Class 31 contains 12533 members 
Mstep: Class 32 contains 13616 members 
Mstep: Class 33 contains 32674 members 
Mstep: Class 34 contains 10258 members 
Mstep: Class 35 contains 2341 members 
Mstep: Class 36 contains 13432 members 
Mstep: Class 37 contains 3325 members 
Mstep: Class 38 contains 12940 members 
Mstep: Class 39 contains 25999 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100255176.000000 Penalty: 86302.984375
Iteration 74Q: 40 clusters Score -1.002552e+08 nChanged 3002
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 49106 members 
Mstep: Class 2 contains 31868 members 
Mstep: Class 3 contains 3036 members 
Mstep: Class 4 contains 3322 members 
Mstep: Class 5 contains 12636 members 
Mstep: Class 6 contains 23535 members 
Mstep: Class 7 contains 540 members 
Mstep: Class 8 contains 8158 members 
Mstep: Class 9 contains 12737 members 
Mstep: Class 10 contains 127198 members 
Mstep: Class 11 contains 2397 members 
Mstep: Class 12 contains 75221 members 
Mstep: Class 13 contains 18923 members 
Mstep: Class 14 contains 77880 members 
Mstep: Class 15 contains 6157 members 
Mstep: Class 16 contains 20734 members 
Mstep: Class 17 contains 14553 members 
Mstep: Class 18 contains 20005 members 
Mstep: Class 19 contains 47151 members 
Mstep: Class 20 contains 7308 members 
Mstep: Class 21 contains 7582 members 
Mstep: Class 22 contains 3342 members 
Mstep: Class 23 contains 43490 members 
Mstep: Class 24 contains 41713 members 
Mstep: Class 25 contains 8446 members 
Mstep: Class 26 contains 4396 members 
Mstep: Class 27 contains 3287 members 
Mstep: Class 28 contains 14385 members 
Mstep: Class 29 contains 596 members 
Mstep: Class 30 contains 3667 members 
Mstep: Class 31 contains 12534 members 
Mstep: Class 32 contains 13679 members 
Mstep: Class 33 contains 32547 members 
Mstep: Class 34 contains 10267 members 
Mstep: Class 35 contains 2341 members 
Mstep: Class 36 contains 13464 members 
Mstep: Class 37 contains 3331 members 
Mstep: Class 38 contains 12923 members 
Mstep: Class 39 contains 26125 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100255536.000000 Penalty: 86302.984375
Iteration 75Q: 40 clusters Score -1.002555e+08 nChanged 2873
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 48974 members 
Mstep: Class 2 contains 31702 members 
Mstep: Class 3 contains 3037 members 
Mstep: Class 4 contains 3319 members 
Mstep: Class 5 contains 12666 members 
Mstep: Class 6 contains 23643 members 
Mstep: Class 7 contains 542 members 
Mstep: Class 8 contains 8205 members 
Mstep: Class 9 contains 13115 members 
Mstep: Class 10 contains 126624 members 
Mstep: Class 11 contains 2396 members 
Mstep: Class 12 contains 75248 members 
Mstep: Class 13 contains 18933 members 
Mstep: Class 14 contains 77718 members 
Mstep: Class 15 contains 6160 members 
Mstep: Class 16 contains 20782 members 
Mstep: Class 17 contains 14568 members 
Mstep: Class 18 contains 19992 members 
Mstep: Class 19 contains 47100 members 
Mstep: Class 20 contains 7299 members 
Mstep: Class 21 contains 7584 members 
Mstep: Class 22 contains 3347 members 
Mstep: Class 23 contains 43487 members 
Mstep: Class 24 contains 41671 members 
Mstep: Class 25 contains 8442 members 
Mstep: Class 26 contains 4400 members 
Mstep: Class 27 contains 3274 members 
Mstep: Class 28 contains 14759 members 
Mstep: Class 29 contains 596 members 
Mstep: Class 30 contains 3686 members 
Mstep: Class 31 contains 12536 members 
Mstep: Class 32 contains 13741 members 
Mstep: Class 33 contains 32444 members 
Mstep: Class 34 contains 10273 members 
Mstep: Class 35 contains 2340 members 
Mstep: Class 36 contains 13492 members 
Mstep: Class 37 contains 3333 members 
Mstep: Class 38 contains 12901 members 
Mstep: Class 39 contains 26251 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100255632.000000 Penalty: 86302.984375
Iteration 76Q: 40 clusters Score -1.002556e+08 nChanged 2851
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 48839 members 
Mstep: Class 2 contains 31575 members 
Mstep: Class 3 contains 3037 members 
Mstep: Class 4 contains 3318 members 
Mstep: Class 5 contains 12695 members 
Mstep: Class 6 contains 23736 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 8256 members 
Mstep: Class 9 contains 13453 members 
Mstep: Class 10 contains 125988 members 
Mstep: Class 11 contains 2395 members 
Mstep: Class 12 contains 75266 members 
Mstep: Class 13 contains 18940 members 
Mstep: Class 14 contains 77635 members 
Mstep: Class 15 contains 6167 members 
Mstep: Class 16 contains 20836 members 
Mstep: Class 17 contains 14587 members 
Mstep: Class 18 contains 19990 members 
Mstep: Class 19 contains 47054 members 
Mstep: Class 20 contains 7292 members 
Mstep: Class 21 contains 7597 members 
Mstep: Class 22 contains 3354 members 
Mstep: Class 23 contains 43473 members 
Mstep: Class 24 contains 41601 members 
Mstep: Class 25 contains 8437 members 
Mstep: Class 26 contains 4401 members 
Mstep: Class 27 contains 3267 members 
Mstep: Class 28 contains 15118 members 
Mstep: Class 29 contains 596 members 
Mstep: Class 30 contains 3705 members 
Mstep: Class 31 contains 12538 members 
Mstep: Class 32 contains 13811 members 
Mstep: Class 33 contains 32345 members 
Mstep: Class 34 contains 10274 members 
Mstep: Class 35 contains 2340 members 
Mstep: Class 36 contains 13506 members 
Mstep: Class 37 contains 3335 members 
Mstep: Class 38 contains 12885 members 
Mstep: Class 39 contains 26391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100256016.000000 Penalty: 86302.984375
Iteration 77Q: 40 clusters Score -1.00256e+08 nChanged 2760
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 48716 members 
Mstep: Class 2 contains 31421 members 
Mstep: Class 3 contains 3037 members 
Mstep: Class 4 contains 3316 members 
Mstep: Class 5 contains 12715 members 
Mstep: Class 6 contains 23830 members 
Mstep: Class 7 contains 553 members 
Mstep: Class 8 contains 8280 members 
Mstep: Class 9 contains 13771 members 
Mstep: Class 10 contains 125370 members 
Mstep: Class 11 contains 2395 members 
Mstep: Class 12 contains 75294 members 
Mstep: Class 13 contains 18945 members 
Mstep: Class 14 contains 77597 members 
Mstep: Class 15 contains 6174 members 
Mstep: Class 16 contains 20877 members 
Mstep: Class 17 contains 14606 members 
Mstep: Class 18 contains 19996 members 
Mstep: Class 19 contains 47015 members 
Mstep: Class 20 contains 7278 members 
Mstep: Class 21 contains 7619 members 
Mstep: Class 22 contains 3370 members 
Mstep: Class 23 contains 43450 members 
Mstep: Class 24 contains 41551 members 
Mstep: Class 25 contains 8436 members 
Mstep: Class 26 contains 4399 members 
Mstep: Class 27 contains 3252 members 
Mstep: Class 28 contains 15445 members 
Mstep: Class 29 contains 597 members 
Mstep: Class 30 contains 3734 members 
Mstep: Class 31 contains 12538 members 
Mstep: Class 32 contains 13879 members 
Mstep: Class 33 contains 32258 members 
Mstep: Class 34 contains 10276 members 
Mstep: Class 35 contains 2340 members 
Mstep: Class 36 contains 13517 members 
Mstep: Class 37 contains 3340 members 
Mstep: Class 38 contains 12879 members 
Mstep: Class 39 contains 26514 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100256408.000000 Penalty: 86302.984375
Iteration 78Q: 40 clusters Score -1.002564e+08 nChanged 2706
Entering ConstructFrom: 
Score: -100256408.000000 Penalty: 86302.984375
Entering ConstructFrom: 
Trying to split cluster 1 (48609 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48609 members 
Entering Unmasked Estep 
Score: -6073176.000000 Penalty: 1753.629150
	Iteration 0F: 2 clusters Score -6073176 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24230 members 
Mstep: Class 2 contains 24379 members 
Entering Unmasked Estep 
Score: -6040667.500000 Penalty: 3507.258301
	Iteration 0F: 3 clusters Score -6040668 nChanged 22831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22613 members 
Mstep: Class 2 contains 25996 members 
Entering Unmasked Estep 
Score: -6053866.500000 Penalty: 3507.258301
	Iteration 1F: 3 clusters Score -6053866 nChanged 2332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21567 members 
Mstep: Class 2 contains 27042 members 
Entering Unmasked Estep 
Score: -6054682.000000 Penalty: 3507.258301
	Iteration 2Q: 3 clusters Score -6054682 nChanged 2567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20080 members 
Mstep: Class 2 contains 28529 members 
Entering Unmasked Estep 
Score: -6055755.000000 Penalty: 3507.258301
	Iteration 3F: 3 clusters Score -6055755 nChanged 2837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18109 members 
Mstep: Class 2 contains 30500 members 
Entering Unmasked Estep 
Score: -6057273.000000 Penalty: 3507.258301
	Iteration 4F: 3 clusters Score -6057273 nChanged 3175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15622 members 
Mstep: Class 2 contains 32987 members 
Entering Unmasked Estep 
Score: -6059303.000000 Penalty: 3507.258301
	Iteration 5F: 3 clusters Score -6059303 nChanged 3387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12687 members 
Mstep: Class 2 contains 35922 members 
Entering Unmasked Estep 
Score: -6061688.500000 Penalty: 3507.258301
	Iteration 6F: 3 clusters Score -6061688 nChanged 3271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9736 members 
Mstep: Class 2 contains 38873 members 
Entering Unmasked Estep 
Score: -6064034.500000 Penalty: 3507.258301
	Iteration 7F: 3 clusters Score -6064034 nChanged 2741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7141 members 
Mstep: Class 2 contains 41468 members 
Entering Unmasked Estep 
Score: -6066150.500000 Penalty: 3507.258301
	Iteration 8F: 3 clusters Score -6066150 nChanged 2249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 43657 members 
Entering Unmasked Estep 
Score: -6067813.000000 Penalty: 3507.258301
	Iteration 9Q: 3 clusters Score -6067813 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 45392 members 
Entering Unmasked Estep 
Score: -6069201.000000 Penalty: 3507.258301
	Iteration 10Q: 3 clusters Score -6069201 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 46627 members 
Entering Unmasked Estep 
Score: -6070227.000000 Penalty: 3507.258301
	Iteration 11Q: 3 clusters Score -6070227 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 47425 members 
Entering Unmasked Estep 
Score: -6070921.500000 Penalty: 3507.258301
	Iteration 12Q: 3 clusters Score -6070922 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 47857 members 
Entering Unmasked Estep 
Score: -6071267.000000 Penalty: 3507.258301
	Iteration 13Q: 3 clusters Score -6071267 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 48077 members 
Entering Unmasked Estep 
Score: -6071466.500000 Penalty: 3507.258301
	Iteration 14Q: 3 clusters Score -6071466 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 48195 members 
Entering Unmasked Estep 
Score: -6071576.000000 Penalty: 3507.258301
	Iteration 15Q: 3 clusters Score -6071576 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 48249 members 
Entering Unmasked Estep 
Score: -6071624.000000 Penalty: 3507.258301
	Iteration 16Q: 3 clusters Score -6071624 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 48269 members 
Entering Unmasked Estep 
Score: -6071651.000000 Penalty: 3507.258301
	Iteration 17Q: 3 clusters Score -6071651 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 48288 members 
Entering Unmasked Estep 
Score: -6071665.500000 Penalty: 3507.258301
	Iteration 18Q: 3 clusters Score -6071666 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 48297 members 
Entering Unmasked Estep 
Score: -6071678.500000 Penalty: 3507.258301
	Iteration 19Q: 3 clusters Score -6071678 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 48305 members 
Entering Unmasked Estep 
Score: -6071690.500000 Penalty: 3507.258301
	Iteration 20F: 3 clusters Score -6071690 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 48313 members 
Entering Unmasked Estep 
Score: -6071690.000000 Penalty: 3507.258301
	Iteration 21Q: 3 clusters Score -6071690 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 48315 members 
Entering Unmasked Estep 
Score: -6071696.500000 Penalty: 3507.258301
	Iteration 22Q: 3 clusters Score -6071696 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 48319 members 
Entering Unmasked Estep 
Score: -6071696.500000 Penalty: 3507.258301
	Iteration 23Q: 3 clusters Score -6071696 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 48322 members 
Entering Unmasked Estep 
Score: -6071705.000000 Penalty: 3507.258301
	Iteration 24Q: 3 clusters Score -6071705 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 48326 members 
Entering Unmasked Estep 
Score: -6071705.500000 Penalty: 3507.258301
	Iteration 25Q: 3 clusters Score -6071706 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 48328 members 
Entering Unmasked Estep 
Score: -6071707.500000 Penalty: 3507.258301
	Iteration 26Q: 3 clusters Score -6071708 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 48330 members 
Entering Unmasked Estep 
Score: -6071713.500000 Penalty: 3507.258301
	Iteration 27Q: 3 clusters Score -6071714 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 48327 members 
Entering Unmasked Estep 
Score: -6071709.500000 Penalty: 3507.258301
	Iteration 28Q: 3 clusters Score -6071710 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 48327 members 
Entering Unmasked Estep 
Score: -6071711.000000 Penalty: 3507.258301
	Iteration 29Q: 3 clusters Score -6071711 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 48330 members 
Entering Unmasked Estep 
Score: -6071714.500000 Penalty: 3507.258301
	Iteration 30Q: 3 clusters Score -6071714 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 48334 members 
Entering Unmasked Estep 
Score: -6071723.000000 Penalty: 3507.258301
	Iteration 31Q: 3 clusters Score -6071723 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 48336 members 
Entering Unmasked Estep 
Score: -6071723.000000 Penalty: 3507.258301
	Iteration 32Q: 3 clusters Score -6071723 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 48337 members 
Entering Unmasked Estep 
Score: -6071721.500000 Penalty: 3507.258301
	Iteration 33Q: 3 clusters Score -6071722 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 48338 members 
Entering Unmasked Estep 
Score: -6071728.000000 Penalty: 3507.258301
	Iteration 34Q: 3 clusters Score -6071728 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 48341 members 
Entering Unmasked Estep 
Score: -6071727.000000 Penalty: 3507.258301
	Iteration 35Q: 3 clusters Score -6071727 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 48343 members 
Entering Unmasked Estep 
Score: -6071726.500000 Penalty: 3507.258301
	Iteration 36Q: 3 clusters Score -6071726 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 48343 members 
Entering Unmasked Estep 
Score: -6071726.500000 Penalty: 3507.258301
	Iteration 37F: 3 clusters Score -6071726 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (31269 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31269 members 
Entering Unmasked Estep 
Score: -3633490.000000 Penalty: 1681.937256
	Iteration 0F: 2 clusters Score -3633490 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15628 members 
Mstep: Class 2 contains 15641 members 
Entering Unmasked Estep 
Score: -3612452.750000 Penalty: 3363.874512
	Iteration 0F: 3 clusters Score -3612453 nChanged 14430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15288 members 
Mstep: Class 2 contains 15981 members 
Entering Unmasked Estep 
Score: -3621364.750000 Penalty: 3363.874512
	Iteration 1F: 3 clusters Score -3621365 nChanged 2188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15098 members 
Mstep: Class 2 contains 16171 members 
Entering Unmasked Estep 
Score: -3622913.250000 Penalty: 3363.874512
	Iteration 2F: 3 clusters Score -3622913 nChanged 2335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14893 members 
Mstep: Class 2 contains 16376 members 
Entering Unmasked Estep 
Score: -3624600.500000 Penalty: 3363.874512
	Iteration 3F: 3 clusters Score -3624600 nChanged 2254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14723 members 
Mstep: Class 2 contains 16546 members 
Entering Unmasked Estep 
Score: -3626092.000000 Penalty: 3363.874512
	Iteration 4F: 3 clusters Score -3626092 nChanged 2120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14489 members 
Mstep: Class 2 contains 16780 members 
Entering Unmasked Estep 
Score: -3627494.000000 Penalty: 3363.874512
	Iteration 5F: 3 clusters Score -3627494 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14121 members 
Mstep: Class 2 contains 17148 members 
Entering Unmasked Estep 
Score: -3628487.000000 Penalty: 3363.874512
	Iteration 6F: 3 clusters Score -3628487 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13612 members 
Mstep: Class 2 contains 17657 members 
Entering Unmasked Estep 
Score: -3629160.250000 Penalty: 3363.874512
	Iteration 7Q: 3 clusters Score -3629160 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12930 members 
Mstep: Class 2 contains 18339 members 
Entering Unmasked Estep 
Score: -3629667.750000 Penalty: 3363.874512
	Iteration 8Q: 3 clusters Score -3629668 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12162 members 
Mstep: Class 2 contains 19107 members 
Entering Unmasked Estep 
Score: -3630116.250000 Penalty: 3363.874512
	Iteration 9Q: 3 clusters Score -3630116 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11324 members 
Mstep: Class 2 contains 19945 members 
Entering Unmasked Estep 
Score: -3630527.750000 Penalty: 3363.874512
	Iteration 10Q: 3 clusters Score -3630528 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10454 members 
Mstep: Class 2 contains 20815 members 
Entering Unmasked Estep 
Score: -3630944.000000 Penalty: 3363.874512
	Iteration 11Q: 3 clusters Score -3630944 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9589 members 
Mstep: Class 2 contains 21680 members 
Entering Unmasked Estep 
Score: -3631362.500000 Penalty: 3363.874512
	Iteration 12Q: 3 clusters Score -3631362 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8693 members 
Mstep: Class 2 contains 22576 members 
Entering Unmasked Estep 
Score: -3631855.250000 Penalty: 3363.874512
	Iteration 13Q: 3 clusters Score -3631855 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7797 members 
Mstep: Class 2 contains 23472 members 
Entering Unmasked Estep 
Score: -3632410.750000 Penalty: 3363.874512
	Iteration 14Q: 3 clusters Score -3632411 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6977 members 
Mstep: Class 2 contains 24292 members 
Entering Unmasked Estep 
Score: -3632913.000000 Penalty: 3363.874512
	Iteration 15Q: 3 clusters Score -3632913 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6247 members 
Mstep: Class 2 contains 25022 members 
Entering Unmasked Estep 
Score: -3633403.000000 Penalty: 3363.874512
	Iteration 16Q: 3 clusters Score -3633403 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5597 members 
Mstep: Class 2 contains 25672 members 
Entering Unmasked Estep 
Score: -3633860.500000 Penalty: 3363.874512
	Iteration 17Q: 3 clusters Score -3633860 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 26262 members 
Entering Unmasked Estep 
Score: -3634321.500000 Penalty: 3363.874512
	Iteration 18Q: 3 clusters Score -3634322 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 26741 members 
Entering Unmasked Estep 
Score: -3634733.500000 Penalty: 3363.874512
	Iteration 19Q: 3 clusters Score -3634734 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 27155 members 
Entering Unmasked Estep 
Score: -3635059.000000 Penalty: 3363.874512
	Iteration 20F: 3 clusters Score -3635059 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 27488 members 
Entering Unmasked Estep 
Score: -3635285.250000 Penalty: 3363.874512
	Iteration 21Q: 3 clusters Score -3635285 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 27747 members 
Entering Unmasked Estep 
Score: -3635430.250000 Penalty: 3363.874512
	Iteration 22Q: 3 clusters Score -3635430 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 27944 members 
Entering Unmasked Estep 
Score: -3635498.000000 Penalty: 3363.874512
	Iteration 23Q: 3 clusters Score -3635498 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 28066 members 
Entering Unmasked Estep 
Score: -3635535.250000 Penalty: 3363.874512
	Iteration 24Q: 3 clusters Score -3635535 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 28167 members 
Entering Unmasked Estep 
Score: -3635572.750000 Penalty: 3363.874512
	Iteration 25Q: 3 clusters Score -3635573 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 28233 members 
Entering Unmasked Estep 
Score: -3635591.000000 Penalty: 3363.874512
	Iteration 26Q: 3 clusters Score -3635591 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 28283 members 
Entering Unmasked Estep 
Score: -3635606.250000 Penalty: 3363.874512
	Iteration 27Q: 3 clusters Score -3635606 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 28325 members 
Entering Unmasked Estep 
Score: -3635610.000000 Penalty: 3363.874512
	Iteration 28Q: 3 clusters Score -3635610 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 28357 members 
Entering Unmasked Estep 
Score: -3635608.250000 Penalty: 3363.874512
	Iteration 29Q: 3 clusters Score -3635608 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 28382 members 
Entering Unmasked Estep 
Score: -3635611.500000 Penalty: 3363.874512
	Iteration 30Q: 3 clusters Score -3635612 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 28400 members 
Entering Unmasked Estep 
Score: -3635609.500000 Penalty: 3363.874512
	Iteration 31Q: 3 clusters Score -3635610 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 28412 members 
Entering Unmasked Estep 
Score: -3635606.000000 Penalty: 3363.874512
	Iteration 32Q: 3 clusters Score -3635606 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 28421 members 
Entering Unmasked Estep 
Score: -3635604.500000 Penalty: 3363.874512
	Iteration 33Q: 3 clusters Score -3635604 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 28429 members 
Entering Unmasked Estep 
Score: -3635613.500000 Penalty: 3363.874512
	Iteration 34Q: 3 clusters Score -3635614 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 28440 members 
Entering Unmasked Estep 
Score: -3635612.000000 Penalty: 3363.874512
	Iteration 35Q: 3 clusters Score -3635612 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 28452 members 
Entering Unmasked Estep 
Score: -3635612.250000 Penalty: 3363.874512
	Iteration 36Q: 3 clusters Score -3635612 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 28465 members 
Entering Unmasked Estep 
Score: -3635614.000000 Penalty: 3363.874512
	Iteration 37Q: 3 clusters Score -3635614 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 28476 members 
Entering Unmasked Estep 
Score: -3635609.250000 Penalty: 3363.874512
	Iteration 38Q: 3 clusters Score -3635609 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 28480 members 
Entering Unmasked Estep 
Score: -3635611.500000 Penalty: 3363.874512
	Iteration 39Q: 3 clusters Score -3635612 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 28486 members 
Entering Unmasked Estep 
Score: -3635614.000000 Penalty: 3363.874512
	Iteration 40F: 3 clusters Score -3635614 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 28490 members 
Entering Unmasked Estep 
Score: -3635616.000000 Penalty: 3363.874512
	Iteration 41Q: 3 clusters Score -3635616 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 28492 members 
Entering Unmasked Estep 
Score: -3635619.500000 Penalty: 3363.874512
	Iteration 42Q: 3 clusters Score -3635620 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 28496 members 
Entering Unmasked Estep 
Score: -3635618.250000 Penalty: 3363.874512
	Iteration 43Q: 3 clusters Score -3635618 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 28498 members 
Entering Unmasked Estep 
Score: -3635614.250000 Penalty: 3363.874512
	Iteration 44Q: 3 clusters Score -3635614 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 28499 members 
Entering Unmasked Estep 
Score: -3635615.250000 Penalty: 3363.874512
	Iteration 45Q: 3 clusters Score -3635615 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 28501 members 
Entering Unmasked Estep 
Score: -3635617.750000 Penalty: 3363.874512
	Iteration 46Q: 3 clusters Score -3635618 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 28501 members 
Entering Unmasked Estep 
Score: -3635617.750000 Penalty: 3363.874512
	Iteration 47F: 3 clusters Score -3635618 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 48609 members 
Mstep: Class 2 contains 2768 members 
Mstep: Class 3 contains 3036 members 
Mstep: Class 4 contains 3316 members 
Mstep: Class 5 contains 12734 members 
Mstep: Class 6 contains 23908 members 
Mstep: Class 7 contains 556 members 
Mstep: Class 8 contains 8314 members 
Mstep: Class 9 contains 14072 members 
Mstep: Class 10 contains 124784 members 
Mstep: Class 11 contains 2394 members 
Mstep: Class 12 contains 75292 members 
Mstep: Class 13 contains 18952 members 
Mstep: Class 14 contains 77559 members 
Mstep: Class 15 contains 6189 members 
Mstep: Class 16 contains 20928 members 
Mstep: Class 17 contains 14627 members 
Mstep: Class 18 contains 20006 members 
Mstep: Class 19 contains 46972 members 
Mstep: Class 20 contains 7274 members 
Mstep: Class 21 contains 7629 members 
Mstep: Class 22 contains 3378 members 
Mstep: Class 23 contains 43418 members 
Mstep: Class 24 contains 41528 members 
Mstep: Class 25 contains 8438 members 
Mstep: Class 26 contains 4402 members 
Mstep: Class 27 contains 3238 members 
Mstep: Class 28 contains 15743 members 
Mstep: Class 29 contains 598 members 
Mstep: Class 30 contains 3768 members 
Mstep: Class 31 contains 12539 members 
Mstep: Class 32 contains 13945 members 
Mstep: Class 33 contains 32168 members 
Mstep: Class 34 contains 10279 members 
Mstep: Class 35 contains 2340 members 
Mstep: Class 36 contains 13524 members 
Mstep: Class 37 contains 3351 members 
Mstep: Class 38 contains 12864 members 
Mstep: Class 39 contains 26639 members 
Mstep: Class 40 contains 28501 members 
Entering Unmasked Estep 
Score: -100258856.000000 Penalty: 88515.882812
Splitting cluster 2 changes total score from -100256408.000000 to -100258856.000000
So it's getting split into cluster 40.
Entering ConstructFrom: 
Trying to split cluster 3 (3036 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Entering Unmasked Estep 
Score: -358875.937500 Penalty: 1302.973145
	Iteration 0F: 2 clusters Score -358875.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -356154.250000 Penalty: 2605.946289
	Iteration 0F: 3 clusters Score -356154.2 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -357014.843750 Penalty: 2605.946289
	Iteration 1F: 3 clusters Score -357014.8 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -357323.375000 Penalty: 2605.946289
	Iteration 2F: 3 clusters Score -357323.4 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -357496.312500 Penalty: 2605.946289
	Iteration 3F: 3 clusters Score -357496.3 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -357626.562500 Penalty: 2605.946289
	Iteration 4F: 3 clusters Score -357626.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -357756.406250 Penalty: 2605.946289
	Iteration 5Q: 3 clusters Score -357756.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -357927.312500 Penalty: 2605.946289
	Iteration 6Q: 3 clusters Score -357927.3 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -358128.312500 Penalty: 2605.946289
	Iteration 7F: 3 clusters Score -358128.3 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -358369.906250 Penalty: 2605.946289
	Iteration 8Q: 3 clusters Score -358369.9 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -358597.375000 Penalty: 2605.946289
	Iteration 9Q: 3 clusters Score -358597.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -358741.562500 Penalty: 2605.946289
	Iteration 10Q: 3 clusters Score -358741.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -358862.968750 Penalty: 2605.946289
	Iteration 11Q: 3 clusters Score -358863 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -359022.250000 Penalty: 2605.946289
	Iteration 12Q: 3 clusters Score -359022.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -359218.562500 Penalty: 2605.946289
	Iteration 13Q: 3 clusters Score -359218.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -359368.687500 Penalty: 2605.946289
	Iteration 14Q: 3 clusters Score -359368.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -359458.062500 Penalty: 2605.946289
	Iteration 15Q: 3 clusters Score -359458.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -359490.343750 Penalty: 2605.946289
	Iteration 16Q: 3 clusters Score -359490.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -359503.000000 Penalty: 2605.946289
	Iteration 17Q: 3 clusters Score -359503 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -359510.406250 Penalty: 2605.946289
	Iteration 18Q: 3 clusters Score -359510.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -359514.625000 Penalty: 2605.946289
	Iteration 19Q: 3 clusters Score -359514.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -359515.312500 Penalty: 2605.946289
	Iteration 20F: 3 clusters Score -359515.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -359515.125000 Penalty: 2605.946289
	Iteration 21Q: 3 clusters Score -359515.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -359516.031250 Penalty: 2605.946289
	Iteration 22Q: 3 clusters Score -359516 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -359515.750000 Penalty: 2605.946289
	Iteration 23Q: 3 clusters Score -359515.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -359516.968750 Penalty: 2605.946289
	Iteration 24Q: 3 clusters Score -359517 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -359517.250000 Penalty: 2605.946289
	Iteration 25Q: 3 clusters Score -359517.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -359517.250000 Penalty: 2605.946289
	Iteration 26F: 3 clusters Score -359517.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 48609 members 
Mstep: Class 2 contains 2768 members 
Mstep: Class 3 contains 1822 members 
Mstep: Class 4 contains 3316 members 
Mstep: Class 5 contains 12734 members 
Mstep: Class 6 contains 23908 members 
Mstep: Class 7 contains 556 members 
Mstep: Class 8 contains 8314 members 
Mstep: Class 9 contains 14072 members 
Mstep: Class 10 contains 124784 members 
Mstep: Class 11 contains 2394 members 
Mstep: Class 12 contains 75292 members 
Mstep: Class 13 contains 18952 members 
Mstep: Class 14 contains 77559 members 
Mstep: Class 15 contains 6189 members 
Mstep: Class 16 contains 20928 members 
Mstep: Class 17 contains 14627 members 
Mstep: Class 18 contains 20006 members 
Mstep: Class 19 contains 46972 members 
Mstep: Class 20 contains 7274 members 
Mstep: Class 21 contains 7629 members 
Mstep: Class 22 contains 3378 members 
Mstep: Class 23 contains 43418 members 
Mstep: Class 24 contains 41528 members 
Mstep: Class 25 contains 8438 members 
Mstep: Class 26 contains 4402 members 
Mstep: Class 27 contains 3238 members 
Mstep: Class 28 contains 15743 members 
Mstep: Class 29 contains 598 members 
Mstep: Class 30 contains 3768 members 
Mstep: Class 31 contains 12539 members 
Mstep: Class 32 contains 13945 members 
Mstep: Class 33 contains 32168 members 
Mstep: Class 34 contains 10279 members 
Mstep: Class 35 contains 2340 members 
Mstep: Class 36 contains 13524 members 
Mstep: Class 37 contains 3351 members 
Mstep: Class 38 contains 12864 members 
Mstep: Class 39 contains 26639 members 
Mstep: Class 40 contains 28501 members 
Mstep: Class 41 contains 1214 members 
Entering Unmasked Estep 
Score: -100258512.000000 Penalty: 90728.781250
Splitting cluster 3 changes total score from -100256408.000000 to -100258512.000000
So it's getting split into cluster 41.
Entering ConstructFrom: 
Trying to split cluster 4 (3316 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Entering Unmasked Estep 
Score: -410672.281250 Penalty: 1317.308716
	Iteration 0F: 2 clusters Score -410672.3 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 1677 members 
Entering Unmasked Estep 
Score: -407734.562500 Penalty: 2634.617432
	Iteration 0F: 3 clusters Score -407734.6 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -408569.968750 Penalty: 2634.617432
	Iteration 1F: 3 clusters Score -408570 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -408773.125000 Penalty: 2634.617432
	Iteration 2F: 3 clusters Score -408773.1 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -408947.062500 Penalty: 2634.617432
	Iteration 3F: 3 clusters Score -408947.1 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -409089.687500 Penalty: 2634.617432
	Iteration 4F: 3 clusters Score -409089.7 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -409200.656250 Penalty: 2634.617432
	Iteration 5Q: 3 clusters Score -409200.7 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -409303.187500 Penalty: 2634.617432
	Iteration 6Q: 3 clusters Score -409303.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -409387.125000 Penalty: 2634.617432
	Iteration 7Q: 3 clusters Score -409387.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -409462.656250 Penalty: 2634.617432
	Iteration 8Q: 3 clusters Score -409462.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -409514.312500 Penalty: 2634.617432
	Iteration 9Q: 3 clusters Score -409514.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -409554.687500 Penalty: 2634.617432
	Iteration 10Q: 3 clusters Score -409554.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -409593.718750 Penalty: 2634.617432
	Iteration 11Q: 3 clusters Score -409593.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -409644.156250 Penalty: 2634.617432
	Iteration 12Q: 3 clusters Score -409644.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -409697.843750 Penalty: 2634.617432
	Iteration 13Q: 3 clusters Score -409697.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -409732.375000 Penalty: 2634.617432
	Iteration 14Q: 3 clusters Score -409732.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -409763.812500 Penalty: 2634.617432
	Iteration 15Q: 3 clusters Score -409763.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -409785.187500 Penalty: 2634.617432
	Iteration 16Q: 3 clusters Score -409785.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -409798.750000 Penalty: 2634.617432
	Iteration 17Q: 3 clusters Score -409798.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -409811.406250 Penalty: 2634.617432
	Iteration 18Q: 3 clusters Score -409811.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -409826.281250 Penalty: 2634.617432
	Iteration 19Q: 3 clusters Score -409826.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -409832.468750 Penalty: 2634.617432
	Iteration 20F: 3 clusters Score -409832.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -409837.187500 Penalty: 2634.617432
	Iteration 21Q: 3 clusters Score -409837.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -409841.437500 Penalty: 2634.617432
	Iteration 22Q: 3 clusters Score -409841.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -409845.687500 Penalty: 2634.617432
	Iteration 23Q: 3 clusters Score -409845.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -409848.562500 Penalty: 2634.617432
	Iteration 24Q: 3 clusters Score -409848.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -409850.781250 Penalty: 2634.617432
	Iteration 25Q: 3 clusters Score -409850.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -409853.125000 Penalty: 2634.617432
	Iteration 26Q: 3 clusters Score -409853.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -409854.500000 Penalty: 2634.617432
	Iteration 27Q: 3 clusters Score -409854.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -409854.812500 Penalty: 2634.617432
	Iteration 28Q: 3 clusters Score -409854.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -409855.593750 Penalty: 2634.617432
	Iteration 29Q: 3 clusters Score -409855.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -409857.531250 Penalty: 2634.617432
	Iteration 30Q: 3 clusters Score -409857.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -409860.812500 Penalty: 2634.617432
	Iteration 31Q: 3 clusters Score -409860.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -409861.406250 Penalty: 2634.617432
	Iteration 32Q: 3 clusters Score -409861.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -409861.406250 Penalty: 2634.617432
	Iteration 33F: 3 clusters Score -409861.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (12734 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12734 members 
Entering Unmasked Estep 
Score: -1610661.750000 Penalty: 1535.955078
	Iteration 0F: 2 clusters Score -1610662 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 6381 members 
Entering Unmasked Estep 
Score: -1601709.500000 Penalty: 3071.910156
	Iteration 0F: 3 clusters Score -1601710 nChanged 5603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6226 members 
Mstep: Class 2 contains 6508 members 
Entering Unmasked Estep 
Score: -1604782.625000 Penalty: 3071.910156
	Iteration 1F: 3 clusters Score -1604783 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6020 members 
Mstep: Class 2 contains 6714 members 
Entering Unmasked Estep 
Score: -1605146.000000 Penalty: 3071.910156
	Iteration 2F: 3 clusters Score -1605146 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5842 members 
Mstep: Class 2 contains 6892 members 
Entering Unmasked Estep 
Score: -1605444.125000 Penalty: 3071.910156
	Iteration 3F: 3 clusters Score -1605444 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5598 members 
Mstep: Class 2 contains 7136 members 
Entering Unmasked Estep 
Score: -1605698.625000 Penalty: 3071.910156
	Iteration 4Q: 3 clusters Score -1605699 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 7395 members 
Entering Unmasked Estep 
Score: -1605971.500000 Penalty: 3071.910156
	Iteration 5Q: 3 clusters Score -1605972 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 7719 members 
Entering Unmasked Estep 
Score: -1606278.250000 Penalty: 3071.910156
	Iteration 6Q: 3 clusters Score -1606278 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 8100 members 
Entering Unmasked Estep 
Score: -1606660.000000 Penalty: 3071.910156
	Iteration 7F: 3 clusters Score -1606660 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 8554 members 
Entering Unmasked Estep 
Score: -1607123.750000 Penalty: 3071.910156
	Iteration 8F: 3 clusters Score -1607124 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 8982 members 
Entering Unmasked Estep 
Score: -1607586.125000 Penalty: 3071.910156
	Iteration 9F: 3 clusters Score -1607586 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 9353 members 
Entering Unmasked Estep 
Score: -1607973.250000 Penalty: 3071.910156
	Iteration 10Q: 3 clusters Score -1607973 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 9634 members 
Entering Unmasked Estep 
Score: -1608273.250000 Penalty: 3071.910156
	Iteration 11Q: 3 clusters Score -1608273 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 9862 members 
Entering Unmasked Estep 
Score: -1608557.500000 Penalty: 3071.910156
	Iteration 12Q: 3 clusters Score -1608558 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 10029 members 
Entering Unmasked Estep 
Score: -1608777.000000 Penalty: 3071.910156
	Iteration 13Q: 3 clusters Score -1608777 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 10173 members 
Entering Unmasked Estep 
Score: -1608953.750000 Penalty: 3071.910156
	Iteration 14Q: 3 clusters Score -1608954 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 10292 members 
Entering Unmasked Estep 
Score: -1609082.250000 Penalty: 3071.910156
	Iteration 15Q: 3 clusters Score -1609082 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 10392 members 
Entering Unmasked Estep 
Score: -1609167.375000 Penalty: 3071.910156
	Iteration 16Q: 3 clusters Score -1609167 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 10486 members 
Entering Unmasked Estep 
Score: -1609241.875000 Penalty: 3071.910156
	Iteration 17Q: 3 clusters Score -1609242 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 10562 members 
Entering Unmasked Estep 
Score: -1609284.125000 Penalty: 3071.910156
	Iteration 18Q: 3 clusters Score -1609284 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 10618 members 
Entering Unmasked Estep 
Score: -1609308.250000 Penalty: 3071.910156
	Iteration 19Q: 3 clusters Score -1609308 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 10668 members 
Entering Unmasked Estep 
Score: -1609332.625000 Penalty: 3071.910156
	Iteration 20F: 3 clusters Score -1609333 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 10714 members 
Entering Unmasked Estep 
Score: -1609353.375000 Penalty: 3071.910156
	Iteration 21Q: 3 clusters Score -1609353 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 10751 members 
Entering Unmasked Estep 
Score: -1609371.125000 Penalty: 3071.910156
	Iteration 22Q: 3 clusters Score -1609371 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 10784 members 
Entering Unmasked Estep 
Score: -1609390.375000 Penalty: 3071.910156
	Iteration 23Q: 3 clusters Score -1609390 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 10820 members 
Entering Unmasked Estep 
Score: -1609398.500000 Penalty: 3071.910156
	Iteration 24Q: 3 clusters Score -1609398 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 10855 members 
Entering Unmasked Estep 
Score: -1609419.000000 Penalty: 3071.910156
	Iteration 25Q: 3 clusters Score -1609419 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 10882 members 
Entering Unmasked Estep 
Score: -1609435.875000 Penalty: 3071.910156
	Iteration 26Q: 3 clusters Score -1609436 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 10916 members 
Entering Unmasked Estep 
Score: -1609448.875000 Penalty: 3071.910156
	Iteration 27Q: 3 clusters Score -1609449 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 10936 members 
Entering Unmasked Estep 
Score: -1609455.625000 Penalty: 3071.910156
	Iteration 28Q: 3 clusters Score -1609456 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 10956 members 
Entering Unmasked Estep 
Score: -1609461.500000 Penalty: 3071.910156
	Iteration 29Q: 3 clusters Score -1609462 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 10972 members 
Entering Unmasked Estep 
Score: -1609461.375000 Penalty: 3071.910156
	Iteration 30Q: 3 clusters Score -1609461 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 10990 members 
Entering Unmasked Estep 
Score: -1609469.750000 Penalty: 3071.910156
	Iteration 31Q: 3 clusters Score -1609470 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 11010 members 
Entering Unmasked Estep 
Score: -1609469.625000 Penalty: 3071.910156
	Iteration 32Q: 3 clusters Score -1609470 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 11021 members 
Entering Unmasked Estep 
Score: -1609470.625000 Penalty: 3071.910156
	Iteration 33Q: 3 clusters Score -1609471 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 11038 members 
Entering Unmasked Estep 
Score: -1609481.750000 Penalty: 3071.910156
	Iteration 34Q: 3 clusters Score -1609482 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 11052 members 
Entering Unmasked Estep 
Score: -1609485.625000 Penalty: 3071.910156
	Iteration 35Q: 3 clusters Score -1609486 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 11060 members 
Entering Unmasked Estep 
Score: -1609488.875000 Penalty: 3071.910156
	Iteration 36Q: 3 clusters Score -1609489 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 11064 members 
Entering Unmasked Estep 
Score: -1609490.500000 Penalty: 3071.910156
	Iteration 37Q: 3 clusters Score -1609490 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 11067 members 
Entering Unmasked Estep 
Score: -1609489.500000 Penalty: 3071.910156
	Iteration 38Q: 3 clusters Score -1609490 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 11074 members 
Entering Unmasked Estep 
Score: -1609488.750000 Penalty: 3071.910156
	Iteration 39Q: 3 clusters Score -1609489 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 11079 members 
Entering Unmasked Estep 
Score: -1609487.125000 Penalty: 3071.910156
	Iteration 40F: 3 clusters Score -1609487 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 11082 members 
Entering Unmasked Estep 
Score: -1609486.750000 Penalty: 3071.910156
	Iteration 41Q: 3 clusters Score -1609487 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 11085 members 
Entering Unmasked Estep 
Score: -1609492.875000 Penalty: 3071.910156
	Iteration 42Q: 3 clusters Score -1609493 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 11088 members 
Entering Unmasked Estep 
Score: -1609493.250000 Penalty: 3071.910156
	Iteration 43Q: 3 clusters Score -1609493 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 11091 members 
Entering Unmasked Estep 
Score: -1609490.500000 Penalty: 3071.910156
	Iteration 44Q: 3 clusters Score -1609490 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 11091 members 
Entering Unmasked Estep 
Score: -1609490.500000 Penalty: 3071.910156
	Iteration 45F: 3 clusters Score -1609490 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (23908 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23908 members 
Entering Unmasked Estep 
Score: -3015409.500000 Penalty: 1638.319824
	Iteration 0F: 2 clusters Score -3015410 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11885 members 
Mstep: Class 2 contains 12023 members 
Entering Unmasked Estep 
Score: -2999113.250000 Penalty: 3276.639648
	Iteration 0F: 3 clusters Score -2999113 nChanged 10828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11073 members 
Mstep: Class 2 contains 12835 members 
Entering Unmasked Estep 
Score: -3005442.000000 Penalty: 3276.639648
	Iteration 1F: 3 clusters Score -3005442 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10488 members 
Mstep: Class 2 contains 13420 members 
Entering Unmasked Estep 
Score: -3006117.250000 Penalty: 3276.639648
	Iteration 2F: 3 clusters Score -3006117 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9639 members 
Mstep: Class 2 contains 14269 members 
Entering Unmasked Estep 
Score: -3007009.500000 Penalty: 3276.639648
	Iteration 3F: 3 clusters Score -3007010 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8536 members 
Mstep: Class 2 contains 15372 members 
Entering Unmasked Estep 
Score: -3008202.750000 Penalty: 3276.639648
	Iteration 4F: 3 clusters Score -3008203 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7338 members 
Mstep: Class 2 contains 16570 members 
Entering Unmasked Estep 
Score: -3009440.750000 Penalty: 3276.639648
	Iteration 5F: 3 clusters Score -3009441 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6099 members 
Mstep: Class 2 contains 17809 members 
Entering Unmasked Estep 
Score: -3010666.750000 Penalty: 3276.639648
	Iteration 6F: 3 clusters Score -3010667 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 18967 members 
Entering Unmasked Estep 
Score: -3011779.500000 Penalty: 3276.639648
	Iteration 7F: 3 clusters Score -3011780 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 19928 members 
Entering Unmasked Estep 
Score: -3012639.000000 Penalty: 3276.639648
	Iteration 8Q: 3 clusters Score -3012639 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 20705 members 
Entering Unmasked Estep 
Score: -3013239.500000 Penalty: 3276.639648
	Iteration 9Q: 3 clusters Score -3013240 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 21378 members 
Entering Unmasked Estep 
Score: -3013807.000000 Penalty: 3276.639648
	Iteration 10Q: 3 clusters Score -3013807 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 21906 members 
Entering Unmasked Estep 
Score: -3014221.750000 Penalty: 3276.639648
	Iteration 11Q: 3 clusters Score -3014222 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 22287 members 
Entering Unmasked Estep 
Score: -3014521.750000 Penalty: 3276.639648
	Iteration 12Q: 3 clusters Score -3014522 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 22570 members 
Entering Unmasked Estep 
Score: -3014765.000000 Penalty: 3276.639648
	Iteration 13Q: 3 clusters Score -3014765 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 22768 members 
Entering Unmasked Estep 
Score: -3014989.500000 Penalty: 3276.639648
	Iteration 14Q: 3 clusters Score -3014990 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 22901 members 
Entering Unmasked Estep 
Score: -3015187.000000 Penalty: 3276.639648
	Iteration 15Q: 3 clusters Score -3015187 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 22998 members 
Entering Unmasked Estep 
Score: -3015328.250000 Penalty: 3276.639648
	Iteration 16Q: 3 clusters Score -3015328 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 23062 members 
Entering Unmasked Estep 
Score: -3015418.500000 Penalty: 3276.639648
	Iteration 17Q: 3 clusters Score -3015418 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 23109 members 
Entering Unmasked Estep 
Score: -3015451.250000 Penalty: 3276.639648
	Iteration 18Q: 3 clusters Score -3015451 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 23145 members 
Entering Unmasked Estep 
Score: -3015492.000000 Penalty: 3276.639648
	Iteration 19Q: 3 clusters Score -3015492 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 23160 members 
Entering Unmasked Estep 
Score: -3015499.250000 Penalty: 3276.639648
	Iteration 20F: 3 clusters Score -3015499 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 23168 members 
Entering Unmasked Estep 
Score: -3015506.750000 Penalty: 3276.639648
	Iteration 21Q: 3 clusters Score -3015507 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 23174 members 
Entering Unmasked Estep 
Score: -3015514.500000 Penalty: 3276.639648
	Iteration 22Q: 3 clusters Score -3015514 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 23175 members 
Entering Unmasked Estep 
Score: -3015513.250000 Penalty: 3276.639648
	Iteration 23Q: 3 clusters Score -3015513 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 23177 members 
Entering Unmasked Estep 
Score: -3015522.000000 Penalty: 3276.639648
	Iteration 24Q: 3 clusters Score -3015522 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 23178 members 
Entering Unmasked Estep 
Score: -3015520.750000 Penalty: 3276.639648
	Iteration 25Q: 3 clusters Score -3015521 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 23179 members 
Entering Unmasked Estep 
Score: -3015522.000000 Penalty: 3276.639648
	Iteration 26Q: 3 clusters Score -3015522 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 23178 members 
Entering Unmasked Estep 
Score: -3015524.000000 Penalty: 3276.639648
	Iteration 27Q: 3 clusters Score -3015524 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 23179 members 
Entering Unmasked Estep 
Score: -3015522.500000 Penalty: 3276.639648
	Iteration 28Q: 3 clusters Score -3015522 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 23179 members 
Entering Unmasked Estep 
Score: -3015522.500000 Penalty: 3276.639648
	Iteration 29F: 3 clusters Score -3015522 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 48609 members 
Mstep: Class 2 contains 2768 members 
Mstep: Class 3 contains 1822 members 
Mstep: Class 4 contains 3316 members 
Mstep: Class 5 contains 12734 members 
Mstep: Class 6 contains 729 members 
Mstep: Class 7 contains 556 members 
Mstep: Class 8 contains 8314 members 
Mstep: Class 9 contains 14072 members 
Mstep: Class 10 contains 124784 members 
Mstep: Class 11 contains 2394 members 
Mstep: Class 12 contains 75292 members 
Mstep: Class 13 contains 18952 members 
Mstep: Class 14 contains 77559 members 
Mstep: Class 15 contains 6189 members 
Mstep: Class 16 contains 20928 members 
Mstep: Class 17 contains 14627 members 
Mstep: Class 18 contains 20006 members 
Mstep: Class 19 contains 46972 members 
Mstep: Class 20 contains 7274 members 
Mstep: Class 21 contains 7629 members 
Mstep: Class 22 contains 3378 members 
Mstep: Class 23 contains 43418 members 
Mstep: Class 24 contains 41528 members 
Mstep: Class 25 contains 8438 members 
Mstep: Class 26 contains 4402 members 
Mstep: Class 27 contains 3238 members 
Mstep: Class 28 contains 15743 members 
Mstep: Class 29 contains 598 members 
Mstep: Class 30 contains 3768 members 
Mstep: Class 31 contains 12539 members 
Mstep: Class 32 contains 13945 members 
Mstep: Class 33 contains 32168 members 
Mstep: Class 34 contains 10279 members 
Mstep: Class 35 contains 2340 members 
Mstep: Class 36 contains 13524 members 
Mstep: Class 37 contains 3351 members 
Mstep: Class 38 contains 12864 members 
Mstep: Class 39 contains 26639 members 
Mstep: Class 40 contains 28501 members 
Mstep: Class 41 contains 1214 members 
Mstep: Class 42 contains 23179 members 
Entering Unmasked Estep 
Score: -100258200.000000 Penalty: 92941.679688
Splitting cluster 6 changes total score from -100256408.000000 to -100258200.000000
So it's getting split into cluster 42.
Entering ConstructFrom: 
Trying to split cluster 7 (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: -59101.234375 Penalty: 1027.124878
	Iteration 0F: 2 clusters Score -59101.23 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 283 members 
Entering Unmasked Estep 
Score: -58086.070312 Penalty: 2054.249756
	Iteration 0F: 3 clusters Score -58086.07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -58309.617188 Penalty: 2054.249756
	Iteration 1F: 3 clusters Score -58309.62 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -58435.980469 Penalty: 2054.249756
	Iteration 2F: 3 clusters Score -58435.98 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -58558.632812 Penalty: 2054.249756
	Iteration 3F: 3 clusters Score -58558.63 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -58669.210938 Penalty: 2054.249756
	Iteration 4F: 3 clusters Score -58669.21 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -58749.207031 Penalty: 2054.249756
	Iteration 5F: 3 clusters Score -58749.21 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -58783.582031 Penalty: 2054.249756
	Iteration 6Q: 3 clusters Score -58783.58 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -58801.480469 Penalty: 2054.249756
	Iteration 7Q: 3 clusters Score -58801.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -58808.550781 Penalty: 2054.249756
	Iteration 8Q: 3 clusters Score -58808.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -58809.242188 Penalty: 2054.249756
	Iteration 9Q: 3 clusters Score -58809.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -58809.242188 Penalty: 2054.249756
	Iteration 10F: 3 clusters Score -58809.24 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (8314 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8314 members 
Entering Unmasked Estep 
Score: -975185.750000 Penalty: 1466.675537
	Iteration 0F: 2 clusters Score -975185.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -969136.812500 Penalty: 2933.351074
	Iteration 0F: 3 clusters Score -969136.8 nChanged 3511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -971175.062500 Penalty: 2933.351074
	Iteration 1F: 3 clusters Score -971175.1 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -971574.312500 Penalty: 2933.351074
	Iteration 2F: 3 clusters Score -971574.3 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -972031.750000 Penalty: 2933.351074
	Iteration 3F: 3 clusters Score -972031.8 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -972618.750000 Penalty: 2933.351074
	Iteration 4F: 3 clusters Score -972618.8 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -973159.937500 Penalty: 2933.351074
	Iteration 5F: 3 clusters Score -973159.9 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 4806 members 
Entering Unmasked Estep 
Score: -973583.750000 Penalty: 2933.351074
	Iteration 6F: 3 clusters Score -973583.8 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
Score: -973879.937500 Penalty: 2933.351074
	Iteration 7F: 3 clusters Score -973879.9 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -974080.437500 Penalty: 2933.351074
	Iteration 8Q: 3 clusters Score -974080.4 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 4948 members 
Entering Unmasked Estep 
Score: -974227.500000 Penalty: 2933.351074
	Iteration 9Q: 3 clusters Score -974227.5 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -974335.812500 Penalty: 2933.351074
	Iteration 10Q: 3 clusters Score -974335.8 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 4996 members 
Entering Unmasked Estep 
Score: -974417.687500 Penalty: 2933.351074
	Iteration 11Q: 3 clusters Score -974417.7 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -974482.937500 Penalty: 2933.351074
	Iteration 12Q: 3 clusters Score -974482.9 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 5084 members 
Entering Unmasked Estep 
Score: -974548.000000 Penalty: 2933.351074
	Iteration 13Q: 3 clusters Score -974548 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 5126 members 
Entering Unmasked Estep 
Score: -974602.187500 Penalty: 2933.351074
	Iteration 14Q: 3 clusters Score -974602.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -974647.187500 Penalty: 2933.351074
	Iteration 15Q: 3 clusters Score -974647.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 5200 members 
Entering Unmasked Estep 
Score: -974676.437500 Penalty: 2933.351074
	Iteration 16Q: 3 clusters Score -974676.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 5234 members 
Entering Unmasked Estep 
Score: -974710.375000 Penalty: 2933.351074
	Iteration 17Q: 3 clusters Score -974710.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -974734.312500 Penalty: 2933.351074
	Iteration 18Q: 3 clusters Score -974734.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 5284 members 
Entering Unmasked Estep 
Score: -974755.437500 Penalty: 2933.351074
	Iteration 19Q: 3 clusters Score -974755.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 5309 members 
Entering Unmasked Estep 
Score: -974772.562500 Penalty: 2933.351074
	Iteration 20F: 3 clusters Score -974772.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 5331 members 
Entering Unmasked Estep 
Score: -974783.875000 Penalty: 2933.351074
	Iteration 21Q: 3 clusters Score -974783.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 5339 members 
Entering Unmasked Estep 
Score: -974790.937500 Penalty: 2933.351074
	Iteration 22Q: 3 clusters Score -974790.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 5345 members 
Entering Unmasked Estep 
Score: -974795.812500 Penalty: 2933.351074
	Iteration 23Q: 3 clusters Score -974795.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 5358 members 
Entering Unmasked Estep 
Score: -974797.062500 Penalty: 2933.351074
	Iteration 24Q: 3 clusters Score -974797.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -974799.500000 Penalty: 2933.351074
	Iteration 25Q: 3 clusters Score -974799.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 5368 members 
Entering Unmasked Estep 
Score: -974801.312500 Penalty: 2933.351074
	Iteration 26Q: 3 clusters Score -974801.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -974805.625000 Penalty: 2933.351074
	Iteration 27Q: 3 clusters Score -974805.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 5378 members 
Entering Unmasked Estep 
Score: -974804.625000 Penalty: 2933.351074
	Iteration 28Q: 3 clusters Score -974804.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 5381 members 
Entering Unmasked Estep 
Score: -974806.812500 Penalty: 2933.351074
	Iteration 29Q: 3 clusters Score -974806.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
Score: -974808.937500 Penalty: 2933.351074
	Iteration 30Q: 3 clusters Score -974808.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 5388 members 
Entering Unmasked Estep 
Score: -974808.625000 Penalty: 2933.351074
	Iteration 31Q: 3 clusters Score -974808.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 5387 members 
Entering Unmasked Estep 
Score: -974809.062500 Penalty: 2933.351074
	Iteration 32Q: 3 clusters Score -974809.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 5391 members 
Entering Unmasked Estep 
Score: -974808.687500 Penalty: 2933.351074
	Iteration 33Q: 3 clusters Score -974808.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 5397 members 
Entering Unmasked Estep 
Score: -974810.437500 Penalty: 2933.351074
	Iteration 34Q: 3 clusters Score -974810.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 5398 members 
Entering Unmasked Estep 
Score: -974811.125000 Penalty: 2933.351074
	Iteration 35Q: 3 clusters Score -974811.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 5400 members 
Entering Unmasked Estep 
Score: -974810.812500 Penalty: 2933.351074
	Iteration 36Q: 3 clusters Score -974810.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 5403 members 
Entering Unmasked Estep 
Score: -974810.812500 Penalty: 2933.351074
	Iteration 37Q: 3 clusters Score -974810.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 5405 members 
Entering Unmasked Estep 
Score: -974812.187500 Penalty: 2933.351074
	Iteration 38Q: 3 clusters Score -974812.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -974813.500000 Penalty: 2933.351074
	Iteration 39Q: 3 clusters Score -974813.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 5408 members 
Entering Unmasked Estep 
Score: -974814.375000 Penalty: 2933.351074
	Iteration 40F: 3 clusters Score -974814.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 5410 members 
Entering Unmasked Estep 
Score: -974815.125000 Penalty: 2933.351074
	Iteration 41Q: 3 clusters Score -974815.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 5411 members 
Entering Unmasked Estep 
Score: -974814.437500 Penalty: 2933.351074
	Iteration 42Q: 3 clusters Score -974814.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 5412 members 
Entering Unmasked Estep 
Score: -974815.500000 Penalty: 2933.351074
	Iteration 43Q: 3 clusters Score -974815.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 5412 members 
Entering Unmasked Estep 
Score: -974815.500000 Penalty: 2933.351074
	Iteration 44F: 3 clusters Score -974815.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (14072 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14072 members 
Entering Unmasked Estep 
Score: -1721461.250000 Penalty: 1552.190552
	Iteration 0F: 2 clusters Score -1721461 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7135 members 
Mstep: Class 2 contains 6937 members 
Entering Unmasked Estep 
Score: -1711745.625000 Penalty: 3104.381104
	Iteration 0F: 3 clusters Score -1711746 nChanged 6196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7459 members 
Mstep: Class 2 contains 6613 members 
Entering Unmasked Estep 
Score: -1715174.500000 Penalty: 3104.381104
	Iteration 1F: 3 clusters Score -1715174 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7632 members 
Mstep: Class 2 contains 6440 members 
Entering Unmasked Estep 
Score: -1715582.250000 Penalty: 3104.381104
	Iteration 2F: 3 clusters Score -1715582 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7886 members 
Mstep: Class 2 contains 6186 members 
Entering Unmasked Estep 
Score: -1715971.750000 Penalty: 3104.381104
	Iteration 3F: 3 clusters Score -1715972 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8262 members 
Mstep: Class 2 contains 5810 members 
Entering Unmasked Estep 
Score: -1716421.875000 Penalty: 3104.381104
	Iteration 4F: 3 clusters Score -1716422 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8665 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -1716851.000000 Penalty: 3104.381104
	Iteration 5F: 3 clusters Score -1716851 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9108 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
Score: -1717245.000000 Penalty: 3104.381104
	Iteration 6Q: 3 clusters Score -1717245 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9594 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -1717645.625000 Penalty: 3104.381104
	Iteration 7Q: 3 clusters Score -1717646 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10076 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -1718020.625000 Penalty: 3104.381104
	Iteration 8Q: 3 clusters Score -1718021 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10582 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -1718389.375000 Penalty: 3104.381104
	Iteration 9Q: 3 clusters Score -1718389 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11049 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -1718729.875000 Penalty: 3104.381104
	Iteration 10Q: 3 clusters Score -1718730 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11502 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -1719025.250000 Penalty: 3104.381104
	Iteration 11Q: 3 clusters Score -1719025 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11881 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -1719284.625000 Penalty: 3104.381104
	Iteration 12Q: 3 clusters Score -1719285 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12216 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -1719524.250000 Penalty: 3104.381104
	Iteration 13Q: 3 clusters Score -1719524 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12498 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -1719719.000000 Penalty: 3104.381104
	Iteration 14Q: 3 clusters Score -1719719 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12708 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -1719876.875000 Penalty: 3104.381104
	Iteration 15Q: 3 clusters Score -1719877 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12869 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -1720002.250000 Penalty: 3104.381104
	Iteration 16Q: 3 clusters Score -1720002 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12977 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -1720107.000000 Penalty: 3104.381104
	Iteration 17Q: 3 clusters Score -1720107 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13070 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -1720232.250000 Penalty: 3104.381104
	Iteration 18Q: 3 clusters Score -1720232 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13141 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -1720326.750000 Penalty: 3104.381104
	Iteration 19Q: 3 clusters Score -1720327 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13189 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -1720401.125000 Penalty: 3104.381104
	Iteration 20F: 3 clusters Score -1720401 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13213 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -1720445.875000 Penalty: 3104.381104
	Iteration 21Q: 3 clusters Score -1720446 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13231 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -1720467.500000 Penalty: 3104.381104
	Iteration 22Q: 3 clusters Score -1720468 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13247 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -1720489.250000 Penalty: 3104.381104
	Iteration 23Q: 3 clusters Score -1720489 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13254 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -1720506.625000 Penalty: 3104.381104
	Iteration 24Q: 3 clusters Score -1720507 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13263 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -1720515.250000 Penalty: 3104.381104
	Iteration 25Q: 3 clusters Score -1720515 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13267 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -1720525.375000 Penalty: 3104.381104
	Iteration 26Q: 3 clusters Score -1720525 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13280 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -1720543.500000 Penalty: 3104.381104
	Iteration 27Q: 3 clusters Score -1720544 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13301 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -1720565.500000 Penalty: 3104.381104
	Iteration 28Q: 3 clusters Score -1720566 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13313 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -1720603.375000 Penalty: 3104.381104
	Iteration 29Q: 3 clusters Score -1720603 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13325 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -1720643.375000 Penalty: 3104.381104
	Iteration 30Q: 3 clusters Score -1720643 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13343 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -1720676.250000 Penalty: 3104.381104
	Iteration 31Q: 3 clusters Score -1720676 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13352 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -1720692.500000 Penalty: 3104.381104
	Iteration 32Q: 3 clusters Score -1720692 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13360 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -1720708.750000 Penalty: 3104.381104
	Iteration 33Q: 3 clusters Score -1720709 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13366 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -1720715.625000 Penalty: 3104.381104
	Iteration 34Q: 3 clusters Score -1720716 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13362 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -1720720.375000 Penalty: 3104.381104
	Iteration 35Q: 3 clusters Score -1720720 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13358 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -1720728.125000 Penalty: 3104.381104
	Iteration 36Q: 3 clusters Score -1720728 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13357 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -1720732.875000 Penalty: 3104.381104
	Iteration 37Q: 3 clusters Score -1720733 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13361 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -1720735.250000 Penalty: 3104.381104
	Iteration 38Q: 3 clusters Score -1720735 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13363 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -1720737.375000 Penalty: 3104.381104
	Iteration 39Q: 3 clusters Score -1720737 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13365 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -1720738.375000 Penalty: 3104.381104
	Iteration 40F: 3 clusters Score -1720738 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13365 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -1720740.625000 Penalty: 3104.381104
	Iteration 41Q: 3 clusters Score -1720741 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13363 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -1720740.000000 Penalty: 3104.381104
	Iteration 42Q: 3 clusters Score -1720740 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13361 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -1720741.125000 Penalty: 3104.381104
	Iteration 43Q: 3 clusters Score -1720741 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13359 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -1720742.125000 Penalty: 3104.381104
	Iteration 44Q: 3 clusters Score -1720742 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13360 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -1720744.875000 Penalty: 3104.381104
	Iteration 45Q: 3 clusters Score -1720745 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13359 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -1720744.750000 Penalty: 3104.381104
	Iteration 46Q: 3 clusters Score -1720745 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13359 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -1720742.875000 Penalty: 3104.381104
	Iteration 47Q: 3 clusters Score -1720743 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13359 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -1720742.750000 Penalty: 3104.381104
	Iteration 48Q: 3 clusters Score -1720743 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13360 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -1720744.625000 Penalty: 3104.381104
	Iteration 49Q: 3 clusters Score -1720745 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13360 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -1720744.625000 Penalty: 3104.381104
	Iteration 50F: 3 clusters Score -1720745 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (124784 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124784 members 
Entering Unmasked Estep 
Score: -16101277.000000 Penalty: 1906.830200
	Iteration 0F: 2 clusters Score -1.610128e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62431 members 
Mstep: Class 2 contains 62353 members 
Entering Unmasked Estep 
Score: -16026017.000000 Penalty: 3813.660400
	Iteration 0F: 3 clusters Score -1.602602e+07 nChanged 59894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62555 members 
Mstep: Class 2 contains 62229 members 
Entering Unmasked Estep 
Score: -16060712.000000 Penalty: 3813.660400
	Iteration 1F: 3 clusters Score -1.606071e+07 nChanged 3638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62355 members 
Mstep: Class 2 contains 62429 members 
Entering Unmasked Estep 
Score: -16061407.000000 Penalty: 3813.660400
	Iteration 2Q: 3 clusters Score -1.606141e+07 nChanged 3813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61920 members 
Mstep: Class 2 contains 62864 members 
Entering Unmasked Estep 
Score: -16062269.000000 Penalty: 3813.660400
	Iteration 3Q: 3 clusters Score -1.606227e+07 nChanged 4161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61101 members 
Mstep: Class 2 contains 63683 members 
Entering Unmasked Estep 
Score: -16063407.000000 Penalty: 3813.660400
	Iteration 4Q: 3 clusters Score -1.606341e+07 nChanged 4940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59709 members 
Mstep: Class 2 contains 65075 members 
Entering Unmasked Estep 
Score: -16065263.000000 Penalty: 3813.660400
	Iteration 5Q: 3 clusters Score -1.606526e+07 nChanged 6093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57628 members 
Mstep: Class 2 contains 67156 members 
Entering Unmasked Estep 
Score: -16068126.000000 Penalty: 3813.660400
	Iteration 6Q: 3 clusters Score -1.606813e+07 nChanged 7084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55106 members 
Mstep: Class 2 contains 69678 members 
Entering Unmasked Estep 
Score: -16071671.000000 Penalty: 3813.660400
	Iteration 7F: 3 clusters Score -1.607167e+07 nChanged 7656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52150 members 
Mstep: Class 2 contains 72634 members 
Entering Unmasked Estep 
Score: -16075766.000000 Penalty: 3813.660400
	Iteration 8F: 3 clusters Score -1.607577e+07 nChanged 7505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49029 members 
Mstep: Class 2 contains 75755 members 
Entering Unmasked Estep 
Score: -16079925.000000 Penalty: 3813.660400
	Iteration 9F: 3 clusters Score -1.607992e+07 nChanged 6612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45987 members 
Mstep: Class 2 contains 78797 members 
Entering Unmasked Estep 
Score: -16083173.000000 Penalty: 3813.660400
	Iteration 10F: 3 clusters Score -1.608317e+07 nChanged 5543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42706 members 
Mstep: Class 2 contains 82078 members 
Entering Unmasked Estep 
Score: -16085572.000000 Penalty: 3813.660400
	Iteration 11Q: 3 clusters Score -1.608557e+07 nChanged 4894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38816 members 
Mstep: Class 2 contains 85968 members 
Entering Unmasked Estep 
Score: -16087589.000000 Penalty: 3813.660400
	Iteration 12Q: 3 clusters Score -1.608759e+07 nChanged 4806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34332 members 
Mstep: Class 2 contains 90452 members 
Entering Unmasked Estep 
Score: -16089556.000000 Penalty: 3813.660400
	Iteration 13Q: 3 clusters Score -1.608956e+07 nChanged 4975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29457 members 
Mstep: Class 2 contains 95327 members 
Entering Unmasked Estep 
Score: -16091576.000000 Penalty: 3813.660400
	Iteration 14Q: 3 clusters Score -1.609158e+07 nChanged 4849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24648 members 
Mstep: Class 2 contains 100136 members 
Entering Unmasked Estep 
Score: -16093383.000000 Penalty: 3813.660400
	Iteration 15Q: 3 clusters Score -1.609338e+07 nChanged 4446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20206 members 
Mstep: Class 2 contains 104578 members 
Entering Unmasked Estep 
Score: -16094748.000000 Penalty: 3813.660400
	Iteration 16Q: 3 clusters Score -1.609475e+07 nChanged 4011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16199 members 
Mstep: Class 2 contains 108585 members 
Entering Unmasked Estep 
Score: -16096003.000000 Penalty: 3813.660400
	Iteration 17Q: 3 clusters Score -1.6096e+07 nChanged 3406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12795 members 
Mstep: Class 2 contains 111989 members 
Entering Unmasked Estep 
Score: -16096864.000000 Penalty: 3813.660400
	Iteration 18Q: 3 clusters Score -1.609686e+07 nChanged 2776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10021 members 
Mstep: Class 2 contains 114763 members 
Entering Unmasked Estep 
Score: -16097746.000000 Penalty: 3813.660400
	Iteration 19Q: 3 clusters Score -1.609775e+07 nChanged 2306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7717 members 
Mstep: Class 2 contains 117067 members 
Entering Unmasked Estep 
Score: -16098423.000000 Penalty: 3813.660400
	Iteration 20F: 3 clusters Score -1.609842e+07 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5907 members 
Mstep: Class 2 contains 118877 members 
Entering Unmasked Estep 
Score: -16098793.000000 Penalty: 3813.660400
	Iteration 21Q: 3 clusters Score -1.609879e+07 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 120318 members 
Entering Unmasked Estep 
Score: -16099071.000000 Penalty: 3813.660400
	Iteration 22Q: 3 clusters Score -1.609907e+07 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 121456 members 
Entering Unmasked Estep 
Score: -16099269.000000 Penalty: 3813.660400
	Iteration 23Q: 3 clusters Score -1.609927e+07 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 122335 members 
Entering Unmasked Estep 
Score: -16099361.000000 Penalty: 3813.660400
	Iteration 24Q: 3 clusters Score -1.609936e+07 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 123027 members 
Entering Unmasked Estep 
Score: -16099486.000000 Penalty: 3813.660400
	Iteration 25Q: 3 clusters Score -1.609949e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 123512 members 
Entering Unmasked Estep 
Score: -16099568.000000 Penalty: 3813.660400
	Iteration 26Q: 3 clusters Score -1.609957e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 123834 members 
Entering Unmasked Estep 
Score: -16099624.000000 Penalty: 3813.660400
	Iteration 27Q: 3 clusters Score -1.609962e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 124061 members 
Entering Unmasked Estep 
Score: -16099647.000000 Penalty: 3813.660400
	Iteration 28Q: 3 clusters Score -1.609965e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 124208 members 
Entering Unmasked Estep 
Score: -16099688.000000 Penalty: 3813.660400
	Iteration 29Q: 3 clusters Score -1.609969e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 124309 members 
Entering Unmasked Estep 
Score: -16099706.000000 Penalty: 3813.660400
	Iteration 30Q: 3 clusters Score -1.609971e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 124368 members 
Entering Unmasked Estep 
Score: -16099694.000000 Penalty: 3813.660400
	Iteration 31Q: 3 clusters Score -1.609969e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 124412 members 
Entering Unmasked Estep 
Score: -16099715.000000 Penalty: 3813.660400
	Iteration 32Q: 3 clusters Score -1.609972e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 124448 members 
Entering Unmasked Estep 
Score: -16099753.000000 Penalty: 3813.660400
	Iteration 33Q: 3 clusters Score -1.609975e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 124468 members 
Entering Unmasked Estep 
Score: -16099757.000000 Penalty: 3813.660400
	Iteration 34Q: 3 clusters Score -1.609976e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 124479 members 
Entering Unmasked Estep 
Score: -16099763.000000 Penalty: 3813.660400
	Iteration 35Q: 3 clusters Score -1.609976e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 124491 members 
Entering Unmasked Estep 
Score: -16099756.000000 Penalty: 3813.660400
	Iteration 36Q: 3 clusters Score -1.609976e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 124499 members 
Entering Unmasked Estep 
Score: -16099756.000000 Penalty: 3813.660400
	Iteration 37Q: 3 clusters Score -1.609976e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 124507 members 
Entering Unmasked Estep 
Score: -16099779.000000 Penalty: 3813.660400
	Iteration 38Q: 3 clusters Score -1.609978e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 124515 members 
Entering Unmasked Estep 
Score: -16099786.000000 Penalty: 3813.660400
	Iteration 39Q: 3 clusters Score -1.609979e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 124521 members 
Entering Unmasked Estep 
Score: -16099788.000000 Penalty: 3813.660400
	Iteration 40F: 3 clusters Score -1.609979e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 124522 members 
Entering Unmasked Estep 
Score: -16099789.000000 Penalty: 3813.660400
	Iteration 41Q: 3 clusters Score -1.609979e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 124522 members 
Entering Unmasked Estep 
Score: -16099789.000000 Penalty: 3813.660400
	Iteration 42F: 3 clusters Score -1.609979e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (2394 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Entering Unmasked Estep 
Score: -285262.718750 Penalty: 1264.367065
	Iteration 0F: 2 clusters Score -285262.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -282943.281250 Penalty: 2528.734131
	Iteration 0F: 3 clusters Score -282943.3 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -283512.531250 Penalty: 2528.734131
	Iteration 1F: 3 clusters Score -283512.5 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -283680.750000 Penalty: 2528.734131
	Iteration 2F: 3 clusters Score -283680.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -283792.343750 Penalty: 2528.734131
	Iteration 3F: 3 clusters Score -283792.3 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -283890.406250 Penalty: 2528.734131
	Iteration 4Q: 3 clusters Score -283890.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -283985.187500 Penalty: 2528.734131
	Iteration 5Q: 3 clusters Score -283985.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -284071.000000 Penalty: 2528.734131
	Iteration 6Q: 3 clusters Score -284071 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -284138.625000 Penalty: 2528.734131
	Iteration 7Q: 3 clusters Score -284138.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -284180.718750 Penalty: 2528.734131
	Iteration 8Q: 3 clusters Score -284180.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -284205.593750 Penalty: 2528.734131
	Iteration 9Q: 3 clusters Score -284205.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -284232.250000 Penalty: 2528.734131
	Iteration 10Q: 3 clusters Score -284232.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -284266.437500 Penalty: 2528.734131
	Iteration 11Q: 3 clusters Score -284266.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -284283.406250 Penalty: 2528.734131
	Iteration 12Q: 3 clusters Score -284283.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -284295.750000 Penalty: 2528.734131
	Iteration 13Q: 3 clusters Score -284295.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -284304.593750 Penalty: 2528.734131
	Iteration 14Q: 3 clusters Score -284304.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -284311.062500 Penalty: 2528.734131
	Iteration 15Q: 3 clusters Score -284311.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -284317.437500 Penalty: 2528.734131
	Iteration 16Q: 3 clusters Score -284317.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -284320.968750 Penalty: 2528.734131
	Iteration 17Q: 3 clusters Score -284321 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -284328.406250 Penalty: 2528.734131
	Iteration 18Q: 3 clusters Score -284328.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -284335.968750 Penalty: 2528.734131
	Iteration 19Q: 3 clusters Score -284336 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -284343.093750 Penalty: 2528.734131
	Iteration 20F: 3 clusters Score -284343.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -284349.968750 Penalty: 2528.734131
	Iteration 21Q: 3 clusters Score -284350 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -284358.531250 Penalty: 2528.734131
	Iteration 22Q: 3 clusters Score -284358.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -284365.937500 Penalty: 2528.734131
	Iteration 23Q: 3 clusters Score -284365.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -284372.375000 Penalty: 2528.734131
	Iteration 24Q: 3 clusters Score -284372.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -284378.437500 Penalty: 2528.734131
	Iteration 25Q: 3 clusters Score -284378.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -284384.187500 Penalty: 2528.734131
	Iteration 26Q: 3 clusters Score -284384.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -284386.656250 Penalty: 2528.734131
	Iteration 27Q: 3 clusters Score -284386.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -284393.406250 Penalty: 2528.734131
	Iteration 28Q: 3 clusters Score -284393.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -284395.312500 Penalty: 2528.734131
	Iteration 29Q: 3 clusters Score -284395.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -284397.312500 Penalty: 2528.734131
	Iteration 30Q: 3 clusters Score -284397.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -284399.125000 Penalty: 2528.734131
	Iteration 31Q: 3 clusters Score -284399.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -284400.937500 Penalty: 2528.734131
	Iteration 32Q: 3 clusters Score -284400.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -284401.218750 Penalty: 2528.734131
	Iteration 33Q: 3 clusters Score -284401.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -284401.937500 Penalty: 2528.734131
	Iteration 34Q: 3 clusters Score -284401.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -284403.500000 Penalty: 2528.734131
	Iteration 35Q: 3 clusters Score -284403.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -284404.187500 Penalty: 2528.734131
	Iteration 36Q: 3 clusters Score -284404.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -284404.468750 Penalty: 2528.734131
	Iteration 37Q: 3 clusters Score -284404.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -284405.531250 Penalty: 2528.734131
	Iteration 38Q: 3 clusters Score -284405.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -284405.781250 Penalty: 2528.734131
	Iteration 39Q: 3 clusters Score -284405.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -284406.468750 Penalty: 2528.734131
	Iteration 40F: 3 clusters Score -284406.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -284406.781250 Penalty: 2528.734131
	Iteration 41Q: 3 clusters Score -284406.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -284407.312500 Penalty: 2528.734131
	Iteration 42Q: 3 clusters Score -284407.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -284407.843750 Penalty: 2528.734131
	Iteration 43Q: 3 clusters Score -284407.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -284408.656250 Penalty: 2528.734131
	Iteration 44Q: 3 clusters Score -284408.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -284409.250000 Penalty: 2528.734131
	Iteration 45Q: 3 clusters Score -284409.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -284409.156250 Penalty: 2528.734131
	Iteration 46Q: 3 clusters Score -284409.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -284409.156250 Penalty: 2528.734131
	Iteration 47F: 3 clusters Score -284409.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (75292 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75292 members 
Entering Unmasked Estep 
Score: -9552148.000000 Penalty: 1824.733398
	Iteration 0F: 2 clusters Score -9552148 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37533 members 
Mstep: Class 2 contains 37759 members 
Entering Unmasked Estep 
Score: -9502019.000000 Penalty: 3649.466797
	Iteration 0F: 3 clusters Score -9502019 nChanged 35694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36699 members 
Mstep: Class 2 contains 38593 members 
Entering Unmasked Estep 
Score: -9522703.000000 Penalty: 3649.466797
	Iteration 1F: 3 clusters Score -9522703 nChanged 2914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36005 members 
Mstep: Class 2 contains 39287 members 
Entering Unmasked Estep 
Score: -9523744.000000 Penalty: 3649.466797
	Iteration 2Q: 3 clusters Score -9523744 nChanged 3230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35093 members 
Mstep: Class 2 contains 40199 members 
Entering Unmasked Estep 
Score: -9525017.000000 Penalty: 3649.466797
	Iteration 3Q: 3 clusters Score -9525017 nChanged 3534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33779 members 
Mstep: Class 2 contains 41513 members 
Entering Unmasked Estep 
Score: -9526459.000000 Penalty: 3649.466797
	Iteration 4Q: 3 clusters Score -9526459 nChanged 3912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31883 members 
Mstep: Class 2 contains 43409 members 
Entering Unmasked Estep 
Score: -9528225.000000 Penalty: 3649.466797
	Iteration 5F: 3 clusters Score -9528225 nChanged 4205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29414 members 
Mstep: Class 2 contains 45878 members 
Entering Unmasked Estep 
Score: -9530400.000000 Penalty: 3649.466797
	Iteration 6F: 3 clusters Score -9530400 nChanged 4464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26402 members 
Mstep: Class 2 contains 48890 members 
Entering Unmasked Estep 
Score: -9532828.000000 Penalty: 3649.466797
	Iteration 7F: 3 clusters Score -9532828 nChanged 4360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23198 members 
Mstep: Class 2 contains 52094 members 
Entering Unmasked Estep 
Score: -9535360.000000 Penalty: 3649.466797
	Iteration 8F: 3 clusters Score -9535360 nChanged 4070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19932 members 
Mstep: Class 2 contains 55360 members 
Entering Unmasked Estep 
Score: -9537823.000000 Penalty: 3649.466797
	Iteration 9F: 3 clusters Score -9537823 nChanged 3488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16924 members 
Mstep: Class 2 contains 58368 members 
Entering Unmasked Estep 
Score: -9539950.000000 Penalty: 3649.466797
	Iteration 10Q: 3 clusters Score -9539950 nChanged 3039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14059 members 
Mstep: Class 2 contains 61233 members 
Entering Unmasked Estep 
Score: -9542019.000000 Penalty: 3649.466797
	Iteration 11Q: 3 clusters Score -9542019 nChanged 2713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11420 members 
Mstep: Class 2 contains 63872 members 
Entering Unmasked Estep 
Score: -9543804.000000 Penalty: 3649.466797
	Iteration 12Q: 3 clusters Score -9543804 nChanged 2245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9201 members 
Mstep: Class 2 contains 66091 members 
Entering Unmasked Estep 
Score: -9545382.000000 Penalty: 3649.466797
	Iteration 13Q: 3 clusters Score -9545382 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7383 members 
Mstep: Class 2 contains 67909 members 
Entering Unmasked Estep 
Score: -9546656.000000 Penalty: 3649.466797
	Iteration 14Q: 3 clusters Score -9546656 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5909 members 
Mstep: Class 2 contains 69383 members 
Entering Unmasked Estep 
Score: -9547678.000000 Penalty: 3649.466797
	Iteration 15Q: 3 clusters Score -9547678 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 70557 members 
Entering Unmasked Estep 
Score: -9548503.000000 Penalty: 3649.466797
	Iteration 16Q: 3 clusters Score -9548503 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 71486 members 
Entering Unmasked Estep 
Score: -9549043.000000 Penalty: 3649.466797
	Iteration 17Q: 3 clusters Score -9549043 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 72173 members 
Entering Unmasked Estep 
Score: -9549401.000000 Penalty: 3649.466797
	Iteration 18Q: 3 clusters Score -9549401 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 72704 members 
Entering Unmasked Estep 
Score: -9549714.000000 Penalty: 3649.466797
	Iteration 19Q: 3 clusters Score -9549714 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 73136 members 
Entering Unmasked Estep 
Score: -9550009.000000 Penalty: 3649.466797
	Iteration 20F: 3 clusters Score -9550009 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 73488 members 
Entering Unmasked Estep 
Score: -9550144.000000 Penalty: 3649.466797
	Iteration 21Q: 3 clusters Score -9550144 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 73759 members 
Entering Unmasked Estep 
Score: -9550290.000000 Penalty: 3649.466797
	Iteration 22Q: 3 clusters Score -9550290 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 73930 members 
Entering Unmasked Estep 
Score: -9550398.000000 Penalty: 3649.466797
	Iteration 23Q: 3 clusters Score -9550398 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 74065 members 
Entering Unmasked Estep 
Score: -9550496.000000 Penalty: 3649.466797
	Iteration 24Q: 3 clusters Score -9550496 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 74149 members 
Entering Unmasked Estep 
Score: -9550535.000000 Penalty: 3649.466797
	Iteration 25Q: 3 clusters Score -9550535 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 74211 members 
Entering Unmasked Estep 
Score: -9550577.000000 Penalty: 3649.466797
	Iteration 26Q: 3 clusters Score -9550577 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 74266 members 
Entering Unmasked Estep 
Score: -9550616.000000 Penalty: 3649.466797
	Iteration 27Q: 3 clusters Score -9550616 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 74312 members 
Entering Unmasked Estep 
Score: -9550639.000000 Penalty: 3649.466797
	Iteration 28Q: 3 clusters Score -9550639 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 74355 members 
Entering Unmasked Estep 
Score: -9550652.000000 Penalty: 3649.466797
	Iteration 29Q: 3 clusters Score -9550652 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 74392 members 
Entering Unmasked Estep 
Score: -9550677.000000 Penalty: 3649.466797
	Iteration 30Q: 3 clusters Score -9550677 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 74426 members 
Entering Unmasked Estep 
Score: -9550701.000000 Penalty: 3649.466797
	Iteration 31Q: 3 clusters Score -9550701 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 74459 members 
Entering Unmasked Estep 
Score: -9550700.000000 Penalty: 3649.466797
	Iteration 32Q: 3 clusters Score -9550700 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 74491 members 
Entering Unmasked Estep 
Score: -9550713.000000 Penalty: 3649.466797
	Iteration 33Q: 3 clusters Score -9550713 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 74510 members 
Entering Unmasked Estep 
Score: -9550730.000000 Penalty: 3649.466797
	Iteration 34Q: 3 clusters Score -9550730 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 74521 members 
Entering Unmasked Estep 
Score: -9550731.000000 Penalty: 3649.466797
	Iteration 35Q: 3 clusters Score -9550731 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 74525 members 
Entering Unmasked Estep 
Score: -9550737.000000 Penalty: 3649.466797
	Iteration 36Q: 3 clusters Score -9550737 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 74525 members 
Entering Unmasked Estep 
Score: -9550738.000000 Penalty: 3649.466797
	Iteration 37Q: 3 clusters Score -9550738 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 74526 members 
Entering Unmasked Estep 
Score: -9550750.000000 Penalty: 3649.466797
	Iteration 38Q: 3 clusters Score -9550750 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 74528 members 
Entering Unmasked Estep 
Score: -9550749.000000 Penalty: 3649.466797
	Iteration 39Q: 3 clusters Score -9550749 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 74530 members 
Entering Unmasked Estep 
Score: -9550743.000000 Penalty: 3649.466797
	Iteration 40F: 3 clusters Score -9550743 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 74535 members 
Entering Unmasked Estep 
Score: -9550752.000000 Penalty: 3649.466797
	Iteration 41Q: 3 clusters Score -9550752 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 74539 members 
Entering Unmasked Estep 
Score: -9550746.000000 Penalty: 3649.466797
	Iteration 42Q: 3 clusters Score -9550746 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 74542 members 
Entering Unmasked Estep 
Score: -9550743.000000 Penalty: 3649.466797
	Iteration 43Q: 3 clusters Score -9550743 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 74544 members 
Entering Unmasked Estep 
Score: -9550742.000000 Penalty: 3649.466797
	Iteration 44Q: 3 clusters Score -9550742 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 74544 members 
Entering Unmasked Estep 
Score: -9550748.000000 Penalty: 3649.466797
	Iteration 45Q: 3 clusters Score -9550748 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 74545 members 
Entering Unmasked Estep 
Score: -9550750.000000 Penalty: 3649.466797
	Iteration 46Q: 3 clusters Score -9550750 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 74547 members 
Entering Unmasked Estep 
Score: -9550752.000000 Penalty: 3649.466797
	Iteration 47Q: 3 clusters Score -9550752 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 74548 members 
Entering Unmasked Estep 
Score: -9550752.000000 Penalty: 3649.466797
	Iteration 48Q: 3 clusters Score -9550752 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 74549 members 
Entering Unmasked Estep 
Score: -9550756.000000 Penalty: 3649.466797
	Iteration 49Q: 3 clusters Score -9550756 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 74548 members 
Entering Unmasked Estep 
Score: -9550750.000000 Penalty: 3649.466797
	Iteration 50Q: 3 clusters Score -9550750 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 74548 members 
Entering Unmasked Estep 
Score: -9550757.000000 Penalty: 3649.466797
	Iteration 51Q: 3 clusters Score -9550757 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 74549 members 
Entering Unmasked Estep 
Score: -9550759.000000 Penalty: 3649.466797
	Iteration 52Q: 3 clusters Score -9550759 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 74550 members 
Entering Unmasked Estep 
Score: -9550752.000000 Penalty: 3649.466797
	Iteration 53Q: 3 clusters Score -9550752 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 74550 members 
Entering Unmasked Estep 
Score: -9550752.000000 Penalty: 3649.466797
	Iteration 54F: 3 clusters Score -9550752 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (18952 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18952 members 
Entering Unmasked Estep 
Score: -2362630.000000 Penalty: 1600.570557
	Iteration 0F: 2 clusters Score -2362630 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9526 members 
Mstep: Class 2 contains 9426 members 
Entering Unmasked Estep 
Score: -2349703.250000 Penalty: 3201.141113
	Iteration 0F: 3 clusters Score -2349703 nChanged 8521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10187 members 
Mstep: Class 2 contains 8765 members 
Entering Unmasked Estep 
Score: -2354930.500000 Penalty: 3201.141113
	Iteration 1F: 3 clusters Score -2354930 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10751 members 
Mstep: Class 2 contains 8201 members 
Entering Unmasked Estep 
Score: -2356224.250000 Penalty: 3201.141113
	Iteration 2F: 3 clusters Score -2356224 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11513 members 
Mstep: Class 2 contains 7439 members 
Entering Unmasked Estep 
Score: -2357930.750000 Penalty: 3201.141113
	Iteration 3F: 3 clusters Score -2357931 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12198 members 
Mstep: Class 2 contains 6754 members 
Entering Unmasked Estep 
Score: -2359305.250000 Penalty: 3201.141113
	Iteration 4F: 3 clusters Score -2359305 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12687 members 
Mstep: Class 2 contains 6265 members 
Entering Unmasked Estep 
Score: -2360060.250000 Penalty: 3201.141113
	Iteration 5F: 3 clusters Score -2360060 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13007 members 
Mstep: Class 2 contains 5945 members 
Entering Unmasked Estep 
Score: -2360397.000000 Penalty: 3201.141113
	Iteration 6Q: 3 clusters Score -2360397 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13265 members 
Mstep: Class 2 contains 5687 members 
Entering Unmasked Estep 
Score: -2360574.250000 Penalty: 3201.141113
	Iteration 7Q: 3 clusters Score -2360574 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13501 members 
Mstep: Class 2 contains 5451 members 
Entering Unmasked Estep 
Score: -2360655.750000 Penalty: 3201.141113
	Iteration 8Q: 3 clusters Score -2360656 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13709 members 
Mstep: Class 2 contains 5243 members 
Entering Unmasked Estep 
Score: -2360724.000000 Penalty: 3201.141113
	Iteration 9Q: 3 clusters Score -2360724 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13906 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -2360776.250000 Penalty: 3201.141113
	Iteration 10Q: 3 clusters Score -2360776 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14078 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -2360819.750000 Penalty: 3201.141113
	Iteration 11Q: 3 clusters Score -2360820 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14229 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -2360861.750000 Penalty: 3201.141113
	Iteration 12Q: 3 clusters Score -2360862 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14368 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -2360880.250000 Penalty: 3201.141113
	Iteration 13Q: 3 clusters Score -2360880 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14494 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -2360900.750000 Penalty: 3201.141113
	Iteration 14Q: 3 clusters Score -2360901 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14619 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -2360923.250000 Penalty: 3201.141113
	Iteration 15Q: 3 clusters Score -2360923 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14741 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -2360946.750000 Penalty: 3201.141113
	Iteration 16Q: 3 clusters Score -2360947 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14855 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -2360968.000000 Penalty: 3201.141113
	Iteration 17Q: 3 clusters Score -2360968 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14976 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -2360991.500000 Penalty: 3201.141113
	Iteration 18Q: 3 clusters Score -2360992 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15104 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -2361025.750000 Penalty: 3201.141113
	Iteration 19Q: 3 clusters Score -2361026 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15236 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -2361048.250000 Penalty: 3201.141113
	Iteration 20F: 3 clusters Score -2361048 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15374 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -2361077.750000 Penalty: 3201.141113
	Iteration 21Q: 3 clusters Score -2361078 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15501 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -2361105.250000 Penalty: 3201.141113
	Iteration 22Q: 3 clusters Score -2361105 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15632 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -2361139.000000 Penalty: 3201.141113
	Iteration 23Q: 3 clusters Score -2361139 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15786 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -2361182.750000 Penalty: 3201.141113
	Iteration 24Q: 3 clusters Score -2361183 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15945 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -2361227.500000 Penalty: 3201.141113
	Iteration 25Q: 3 clusters Score -2361228 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16097 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -2361273.250000 Penalty: 3201.141113
	Iteration 26Q: 3 clusters Score -2361273 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16242 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -2361301.000000 Penalty: 3201.141113
	Iteration 27Q: 3 clusters Score -2361301 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16388 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -2361342.500000 Penalty: 3201.141113
	Iteration 28Q: 3 clusters Score -2361342 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16524 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -2361388.250000 Penalty: 3201.141113
	Iteration 29Q: 3 clusters Score -2361388 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16659 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -2361423.750000 Penalty: 3201.141113
	Iteration 30Q: 3 clusters Score -2361424 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16784 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -2361468.500000 Penalty: 3201.141113
	Iteration 31Q: 3 clusters Score -2361468 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16893 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -2361494.500000 Penalty: 3201.141113
	Iteration 32Q: 3 clusters Score -2361494 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16982 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -2361524.500000 Penalty: 3201.141113
	Iteration 33Q: 3 clusters Score -2361524 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17064 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -2361549.250000 Penalty: 3201.141113
	Iteration 34Q: 3 clusters Score -2361549 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17134 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -2361564.750000 Penalty: 3201.141113
	Iteration 35Q: 3 clusters Score -2361565 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17184 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -2361581.000000 Penalty: 3201.141113
	Iteration 36Q: 3 clusters Score -2361581 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17231 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -2361591.250000 Penalty: 3201.141113
	Iteration 37Q: 3 clusters Score -2361591 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17287 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -2361614.000000 Penalty: 3201.141113
	Iteration 38Q: 3 clusters Score -2361614 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17328 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -2361615.750000 Penalty: 3201.141113
	Iteration 39Q: 3 clusters Score -2361616 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17364 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -2361625.500000 Penalty: 3201.141113
	Iteration 40F: 3 clusters Score -2361626 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17401 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -2361634.250000 Penalty: 3201.141113
	Iteration 41Q: 3 clusters Score -2361634 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17427 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -2361646.500000 Penalty: 3201.141113
	Iteration 42Q: 3 clusters Score -2361646 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17451 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -2361649.000000 Penalty: 3201.141113
	Iteration 43Q: 3 clusters Score -2361649 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17462 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -2361655.000000 Penalty: 3201.141113
	Iteration 44Q: 3 clusters Score -2361655 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17471 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -2361660.000000 Penalty: 3201.141113
	Iteration 45Q: 3 clusters Score -2361660 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17481 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -2361660.750000 Penalty: 3201.141113
	Iteration 46Q: 3 clusters Score -2361661 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17493 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -2361663.500000 Penalty: 3201.141113
	Iteration 47Q: 3 clusters Score -2361664 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17502 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -2361665.500000 Penalty: 3201.141113
	Iteration 48Q: 3 clusters Score -2361666 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17511 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -2361668.000000 Penalty: 3201.141113
	Iteration 49Q: 3 clusters Score -2361668 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17514 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -2361665.000000 Penalty: 3201.141113
	Iteration 50Q: 3 clusters Score -2361665 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17519 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -2361668.500000 Penalty: 3201.141113
	Iteration 51Q: 3 clusters Score -2361668 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17527 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -2361671.750000 Penalty: 3201.141113
	Iteration 52Q: 3 clusters Score -2361672 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17534 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -2361670.000000 Penalty: 3201.141113
	Iteration 53Q: 3 clusters Score -2361670 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17541 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -2361671.000000 Penalty: 3201.141113
	Iteration 54Q: 3 clusters Score -2361671 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17545 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -2361670.500000 Penalty: 3201.141113
	Iteration 55Q: 3 clusters Score -2361670 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17547 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -2361672.250000 Penalty: 3201.141113
	Iteration 56Q: 3 clusters Score -2361672 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17548 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -2361674.250000 Penalty: 3201.141113
	Iteration 57Q: 3 clusters Score -2361674 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17551 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -2361675.250000 Penalty: 3201.141113
	Iteration 58Q: 3 clusters Score -2361675 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17554 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -2361674.750000 Penalty: 3201.141113
	Iteration 59Q: 3 clusters Score -2361675 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17555 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -2361675.500000 Penalty: 3201.141113
	Iteration 60F: 3 clusters Score -2361676 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17559 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -2361673.500000 Penalty: 3201.141113
	Iteration 61Q: 3 clusters Score -2361674 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17561 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -2361677.500000 Penalty: 3201.141113
	Iteration 62Q: 3 clusters Score -2361678 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17561 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -2361677.500000 Penalty: 3201.141113
	Iteration 63F: 3 clusters Score -2361678 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (77559 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77559 members 
Entering Unmasked Estep 
Score: -9832695.000000 Penalty: 1829.553955
	Iteration 0F: 2 clusters Score -9832695 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38540 members 
Mstep: Class 2 contains 39019 members 
Entering Unmasked Estep 
Score: -9780970.000000 Penalty: 3659.107910
	Iteration 0F: 3 clusters Score -9780970 nChanged 36784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35772 members 
Mstep: Class 2 contains 41787 members 
Entering Unmasked Estep 
Score: -9802701.000000 Penalty: 3659.107910
	Iteration 1F: 3 clusters Score -9802701 nChanged 3887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33877 members 
Mstep: Class 2 contains 43682 members 
Entering Unmasked Estep 
Score: -9804501.000000 Penalty: 3659.107910
	Iteration 2F: 3 clusters Score -9804501 nChanged 4905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31102 members 
Mstep: Class 2 contains 46457 members 
Entering Unmasked Estep 
Score: -9807609.000000 Penalty: 3659.107910
	Iteration 3F: 3 clusters Score -9807609 nChanged 6068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27378 members 
Mstep: Class 2 contains 50181 members 
Entering Unmasked Estep 
Score: -9812135.000000 Penalty: 3659.107910
	Iteration 4F: 3 clusters Score -9812135 nChanged 6441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23267 members 
Mstep: Class 2 contains 54292 members 
Entering Unmasked Estep 
Score: -9818017.000000 Penalty: 3659.107910
	Iteration 5F: 3 clusters Score -9818017 nChanged 5568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19883 members 
Mstep: Class 2 contains 57676 members 
Entering Unmasked Estep 
Score: -9823523.000000 Penalty: 3659.107910
	Iteration 6F: 3 clusters Score -9823523 nChanged 3820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18101 members 
Mstep: Class 2 contains 59458 members 
Entering Unmasked Estep 
Score: -9826989.000000 Penalty: 3659.107910
	Iteration 7Q: 3 clusters Score -9826989 nChanged 2400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17223 members 
Mstep: Class 2 contains 60336 members 
Entering Unmasked Estep 
Score: -9828536.000000 Penalty: 3659.107910
	Iteration 8Q: 3 clusters Score -9828536 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16602 members 
Mstep: Class 2 contains 60957 members 
Entering Unmasked Estep 
Score: -9829201.000000 Penalty: 3659.107910
	Iteration 9Q: 3 clusters Score -9829201 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16072 members 
Mstep: Class 2 contains 61487 members 
Entering Unmasked Estep 
Score: -9829618.000000 Penalty: 3659.107910
	Iteration 10Q: 3 clusters Score -9829618 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15608 members 
Mstep: Class 2 contains 61951 members 
Entering Unmasked Estep 
Score: -9829880.000000 Penalty: 3659.107910
	Iteration 11Q: 3 clusters Score -9829880 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15256 members 
Mstep: Class 2 contains 62303 members 
Entering Unmasked Estep 
Score: -9830034.000000 Penalty: 3659.107910
	Iteration 12Q: 3 clusters Score -9830034 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14925 members 
Mstep: Class 2 contains 62634 members 
Entering Unmasked Estep 
Score: -9830142.000000 Penalty: 3659.107910
	Iteration 13Q: 3 clusters Score -9830142 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14666 members 
Mstep: Class 2 contains 62893 members 
Entering Unmasked Estep 
Score: -9830227.000000 Penalty: 3659.107910
	Iteration 14Q: 3 clusters Score -9830227 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14415 members 
Mstep: Class 2 contains 63144 members 
Entering Unmasked Estep 
Score: -9830258.000000 Penalty: 3659.107910
	Iteration 15Q: 3 clusters Score -9830258 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14175 members 
Mstep: Class 2 contains 63384 members 
Entering Unmasked Estep 
Score: -9830295.000000 Penalty: 3659.107910
	Iteration 16Q: 3 clusters Score -9830295 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13972 members 
Mstep: Class 2 contains 63587 members 
Entering Unmasked Estep 
Score: -9830331.000000 Penalty: 3659.107910
	Iteration 17Q: 3 clusters Score -9830331 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13781 members 
Mstep: Class 2 contains 63778 members 
Entering Unmasked Estep 
Score: -9830369.000000 Penalty: 3659.107910
	Iteration 18Q: 3 clusters Score -9830369 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13636 members 
Mstep: Class 2 contains 63923 members 
Entering Unmasked Estep 
Score: -9830412.000000 Penalty: 3659.107910
	Iteration 19Q: 3 clusters Score -9830412 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13501 members 
Mstep: Class 2 contains 64058 members 
Entering Unmasked Estep 
Score: -9830418.000000 Penalty: 3659.107910
	Iteration 20F: 3 clusters Score -9830418 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13399 members 
Mstep: Class 2 contains 64160 members 
Entering Unmasked Estep 
Score: -9830441.000000 Penalty: 3659.107910
	Iteration 21Q: 3 clusters Score -9830441 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13296 members 
Mstep: Class 2 contains 64263 members 
Entering Unmasked Estep 
Score: -9830445.000000 Penalty: 3659.107910
	Iteration 22Q: 3 clusters Score -9830445 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13195 members 
Mstep: Class 2 contains 64364 members 
Entering Unmasked Estep 
Score: -9830466.000000 Penalty: 3659.107910
	Iteration 23Q: 3 clusters Score -9830466 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13089 members 
Mstep: Class 2 contains 64470 members 
Entering Unmasked Estep 
Score: -9830473.000000 Penalty: 3659.107910
	Iteration 24Q: 3 clusters Score -9830473 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12998 members 
Mstep: Class 2 contains 64561 members 
Entering Unmasked Estep 
Score: -9830482.000000 Penalty: 3659.107910
	Iteration 25Q: 3 clusters Score -9830482 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12931 members 
Mstep: Class 2 contains 64628 members 
Entering Unmasked Estep 
Score: -9830494.000000 Penalty: 3659.107910
	Iteration 26Q: 3 clusters Score -9830494 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12861 members 
Mstep: Class 2 contains 64698 members 
Entering Unmasked Estep 
Score: -9830498.000000 Penalty: 3659.107910
	Iteration 27Q: 3 clusters Score -9830498 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12798 members 
Mstep: Class 2 contains 64761 members 
Entering Unmasked Estep 
Score: -9830484.000000 Penalty: 3659.107910
	Iteration 28Q: 3 clusters Score -9830484 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12730 members 
Mstep: Class 2 contains 64829 members 
Entering Unmasked Estep 
Score: -9830484.000000 Penalty: 3659.107910
	Iteration 29Q: 3 clusters Score -9830484 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12647 members 
Mstep: Class 2 contains 64912 members 
Entering Unmasked Estep 
Score: -9830494.000000 Penalty: 3659.107910
	Iteration 30Q: 3 clusters Score -9830494 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12571 members 
Mstep: Class 2 contains 64988 members 
Entering Unmasked Estep 
Score: -9830504.000000 Penalty: 3659.107910
	Iteration 31Q: 3 clusters Score -9830504 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12496 members 
Mstep: Class 2 contains 65063 members 
Entering Unmasked Estep 
Score: -9830524.000000 Penalty: 3659.107910
	Iteration 32Q: 3 clusters Score -9830524 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12435 members 
Mstep: Class 2 contains 65124 members 
Entering Unmasked Estep 
Score: -9830531.000000 Penalty: 3659.107910
	Iteration 33Q: 3 clusters Score -9830531 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12376 members 
Mstep: Class 2 contains 65183 members 
Entering Unmasked Estep 
Score: -9830531.000000 Penalty: 3659.107910
	Iteration 34Q: 3 clusters Score -9830531 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12319 members 
Mstep: Class 2 contains 65240 members 
Entering Unmasked Estep 
Score: -9830532.000000 Penalty: 3659.107910
	Iteration 35Q: 3 clusters Score -9830532 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12263 members 
Mstep: Class 2 contains 65296 members 
Entering Unmasked Estep 
Score: -9830541.000000 Penalty: 3659.107910
	Iteration 36Q: 3 clusters Score -9830541 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12216 members 
Mstep: Class 2 contains 65343 members 
Entering Unmasked Estep 
Score: -9830532.000000 Penalty: 3659.107910
	Iteration 37Q: 3 clusters Score -9830532 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12172 members 
Mstep: Class 2 contains 65387 members 
Entering Unmasked Estep 
Score: -9830542.000000 Penalty: 3659.107910
	Iteration 38Q: 3 clusters Score -9830542 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12117 members 
Mstep: Class 2 contains 65442 members 
Entering Unmasked Estep 
Score: -9830519.000000 Penalty: 3659.107910
	Iteration 39Q: 3 clusters Score -9830519 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12084 members 
Mstep: Class 2 contains 65475 members 
Entering Unmasked Estep 
Score: -9830529.000000 Penalty: 3659.107910
	Iteration 40F: 3 clusters Score -9830529 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12055 members 
Mstep: Class 2 contains 65504 members 
Entering Unmasked Estep 
Score: -9830533.000000 Penalty: 3659.107910
	Iteration 41Q: 3 clusters Score -9830533 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12033 members 
Mstep: Class 2 contains 65526 members 
Entering Unmasked Estep 
Score: -9830544.000000 Penalty: 3659.107910
	Iteration 42Q: 3 clusters Score -9830544 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12001 members 
Mstep: Class 2 contains 65558 members 
Entering Unmasked Estep 
Score: -9830542.000000 Penalty: 3659.107910
	Iteration 43Q: 3 clusters Score -9830542 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11973 members 
Mstep: Class 2 contains 65586 members 
Entering Unmasked Estep 
Score: -9830536.000000 Penalty: 3659.107910
	Iteration 44Q: 3 clusters Score -9830536 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11940 members 
Mstep: Class 2 contains 65619 members 
Entering Unmasked Estep 
Score: -9830543.000000 Penalty: 3659.107910
	Iteration 45Q: 3 clusters Score -9830543 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11911 members 
Mstep: Class 2 contains 65648 members 
Entering Unmasked Estep 
Score: -9830542.000000 Penalty: 3659.107910
	Iteration 46Q: 3 clusters Score -9830542 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11887 members 
Mstep: Class 2 contains 65672 members 
Entering Unmasked Estep 
Score: -9830541.000000 Penalty: 3659.107910
	Iteration 47Q: 3 clusters Score -9830541 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11863 members 
Mstep: Class 2 contains 65696 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -9830537 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11845 members 
Mstep: Class 2 contains 65714 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -9830540 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11824 members 
Mstep: Class 2 contains 65735 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -9830550 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11799 members 
Mstep: Class 2 contains 65760 members 
Entering Unmasked Estep 
Score: -9830549.000000 Penalty: 3659.107910
	Iteration 51Q: 3 clusters Score -9830549 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11776 members 
Mstep: Class 2 contains 65783 members 
Entering Unmasked Estep 
Score: -9830563.000000 Penalty: 3659.107910
	Iteration 52Q: 3 clusters Score -9830563 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11746 members 
Mstep: Class 2 contains 65813 members 
Entering Unmasked Estep 
Score: -9830566.000000 Penalty: 3659.107910
	Iteration 53Q: 3 clusters Score -9830566 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11706 members 
Mstep: Class 2 contains 65853 members 
Entering Unmasked Estep 
Score: -9830568.000000 Penalty: 3659.107910
	Iteration 54Q: 3 clusters Score -9830568 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11666 members 
Mstep: Class 2 contains 65893 members 
Entering Unmasked Estep 
Score: -9830572.000000 Penalty: 3659.107910
	Iteration 55Q: 3 clusters Score -9830572 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11636 members 
Mstep: Class 2 contains 65923 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -9830568 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11607 members 
Mstep: Class 2 contains 65952 members 
Entering Unmasked Estep 
Score: -9830580.000000 Penalty: 3659.107910
	Iteration 57Q: 3 clusters Score -9830580 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11584 members 
Mstep: Class 2 contains 65975 members 
Entering Unmasked Estep 
Score: -9830582.000000 Penalty: 3659.107910
	Iteration 58Q: 3 clusters Score -9830582 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11565 members 
Mstep: Class 2 contains 65994 members 
Entering Unmasked Estep 
Score: -9830584.000000 Penalty: 3659.107910
	Iteration 59Q: 3 clusters Score -9830584 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11547 members 
Mstep: Class 2 contains 66012 members 
Entering Unmasked Estep 
Score: -9830588.000000 Penalty: 3659.107910
	Iteration 60F: 3 clusters Score -9830588 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11532 members 
Mstep: Class 2 contains 66027 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -9830588 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11519 members 
Mstep: Class 2 contains 66040 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -9830580 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11503 members 
Mstep: Class 2 contains 66056 members 
Entering Unmasked Estep 
Score: -9830578.000000 Penalty: 3659.107910
	Iteration 63Q: 3 clusters Score -9830578 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11486 members 
Mstep: Class 2 contains 66073 members 
Entering Unmasked Estep 
Score: -9830577.000000 Penalty: 3659.107910
	Iteration 64Q: 3 clusters Score -9830577 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11466 members 
Mstep: Class 2 contains 66093 members 
Entering Unmasked Estep 
Score: -9830582.000000 Penalty: 3659.107910
	Iteration 65Q: 3 clusters Score -9830582 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11442 members 
Mstep: Class 2 contains 66117 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -9830578 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11419 members 
Mstep: Class 2 contains 66140 members 
Entering Unmasked Estep 
Score: -9830576.000000 Penalty: 3659.107910
	Iteration 67Q: 3 clusters Score -9830576 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11402 members 
Mstep: Class 2 contains 66157 members 
Entering Unmasked Estep 
Score: -9830570.000000 Penalty: 3659.107910
	Iteration 68Q: 3 clusters Score -9830570 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11386 members 
Mstep: Class 2 contains 66173 members 
Entering Unmasked Estep 
Score: -9830581.000000 Penalty: 3659.107910
	Iteration 69Q: 3 clusters Score -9830581 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11367 members 
Mstep: Class 2 contains 66192 members 
Entering Unmasked Estep 
Score: -9830589.000000 Penalty: 3659.107910
	Iteration 70Q: 3 clusters Score -9830589 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11345 members 
Mstep: Class 2 contains 66214 members 
Entering Unmasked Estep 
Score: -9830585.000000 Penalty: 3659.107910
	Iteration 71Q: 3 clusters Score -9830585 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11321 members 
Mstep: Class 2 contains 66238 members 
Entering Unmasked Estep 
Score: -9830598.000000 Penalty: 3659.107910
	Iteration 72Q: 3 clusters Score -9830598 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11290 members 
Mstep: Class 2 contains 66269 members 
Entering Unmasked Estep 
Score: -9830584.000000 Penalty: 3659.107910
	Iteration 73Q: 3 clusters Score -9830584 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11252 members 
Mstep: Class 2 contains 66307 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -9830588 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11209 members 
Mstep: Class 2 contains 66350 members 
Entering Unmasked Estep 
Score: -9830590.000000 Penalty: 3659.107910
	Iteration 75Q: 3 clusters Score -9830590 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11164 members 
Mstep: Class 2 contains 66395 members 
Entering Unmasked Estep 
Score: -9830586.000000 Penalty: 3659.107910
	Iteration 76Q: 3 clusters Score -9830586 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11126 members 
Mstep: Class 2 contains 66433 members 
Entering Unmasked Estep 
Score: -9830597.000000 Penalty: 3659.107910
	Iteration 77Q: 3 clusters Score -9830597 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11091 members 
Mstep: Class 2 contains 66468 members 
Entering Unmasked Estep 
Score: -9830593.000000 Penalty: 3659.107910
	Iteration 78Q: 3 clusters Score -9830593 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11049 members 
Mstep: Class 2 contains 66510 members 
Entering Unmasked Estep 
Score: -9830608.000000 Penalty: 3659.107910
	Iteration 79Q: 3 clusters Score -9830608 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11004 members 
Mstep: Class 2 contains 66555 members 
Entering Unmasked Estep 
Score: -9830629.000000 Penalty: 3659.107910
	Iteration 80F: 3 clusters Score -9830629 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10943 members 
Mstep: Class 2 contains 66616 members 
Entering Unmasked Estep 
Score: -9830627.000000 Penalty: 3659.107910
	Iteration 81Q: 3 clusters Score -9830627 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10884 members 
Mstep: Class 2 contains 66675 members 
Entering Unmasked Estep 
Score: -9830625.000000 Penalty: 3659.107910
	Iteration 82Q: 3 clusters Score -9830625 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10809 members 
Mstep: Class 2 contains 66750 members 
Entering Unmasked Estep 
Score: -9830613.000000 Penalty: 3659.107910
	Iteration 83Q: 3 clusters Score -9830613 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10736 members 
Mstep: Class 2 contains 66823 members 
Entering Unmasked Estep 
Score: -9830615.000000 Penalty: 3659.107910
	Iteration 84Q: 3 clusters Score -9830615 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10658 members 
Mstep: Class 2 contains 66901 members 
Entering Unmasked Estep 
Score: -9830628.000000 Penalty: 3659.107910
	Iteration 85Q: 3 clusters Score -9830628 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10571 members 
Mstep: Class 2 contains 66988 members 
Entering Unmasked Estep 
Score: -9830648.000000 Penalty: 3659.107910
	Iteration 86Q: 3 clusters Score -9830648 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10487 members 
Mstep: Class 2 contains 67072 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -9830661 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10412 members 
Mstep: Class 2 contains 67147 members 
Entering Unmasked Estep 
Score: -9830658.000000 Penalty: 3659.107910
	Iteration 88Q: 3 clusters Score -9830658 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10328 members 
Mstep: Class 2 contains 67231 members 
Entering Unmasked Estep 
Score: -9830692.000000 Penalty: 3659.107910
	Iteration 89Q: 3 clusters Score -9830692 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10248 members 
Mstep: Class 2 contains 67311 members 
Entering Unmasked Estep 
Score: -9830696.000000 Penalty: 3659.107910
	Iteration 90Q: 3 clusters Score -9830696 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10169 members 
Mstep: Class 2 contains 67390 members 
Entering Unmasked Estep 
Score: -9830698.000000 Penalty: 3659.107910
	Iteration 91Q: 3 clusters Score -9830698 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10064 members 
Mstep: Class 2 contains 67495 members 
Entering Unmasked Estep 
Score: -9830701.000000 Penalty: 3659.107910
	Iteration 92Q: 3 clusters Score -9830701 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9960 members 
Mstep: Class 2 contains 67599 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -9830715 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9868 members 
Mstep: Class 2 contains 67691 members 
Entering Unmasked Estep 
Score: -9830742.000000 Penalty: 3659.107910
	Iteration 94Q: 3 clusters Score -9830742 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9770 members 
Mstep: Class 2 contains 67789 members 
Entering Unmasked Estep 
Score: -9830755.000000 Penalty: 3659.107910
	Iteration 95Q: 3 clusters Score -9830755 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9666 members 
Mstep: Class 2 contains 67893 members 
Entering Unmasked Estep 
Score: -9830792.000000 Penalty: 3659.107910
	Iteration 96Q: 3 clusters Score -9830792 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9577 members 
Mstep: Class 2 contains 67982 members 
Entering Unmasked Estep 
Score: -9830802.000000 Penalty: 3659.107910
	Iteration 97Q: 3 clusters Score -9830802 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9474 members 
Mstep: Class 2 contains 68085 members 
Entering Unmasked Estep 
Score: -9830828.000000 Penalty: 3659.107910
	Iteration 98Q: 3 clusters Score -9830828 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9384 members 
Mstep: Class 2 contains 68175 members 
Entering Unmasked Estep 
Score: -9830845.000000 Penalty: 3659.107910
	Iteration 99Q: 3 clusters Score -9830845 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9285 members 
Mstep: Class 2 contains 68274 members 
Entering Unmasked Estep 
Score: -9830856.000000 Penalty: 3659.107910
	Iteration 100F: 3 clusters Score -9830856 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9181 members 
Mstep: Class 2 contains 68378 members 
Entering Unmasked Estep 
Score: -9830842.000000 Penalty: 3659.107910
	Iteration 101Q: 3 clusters Score -9830842 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9076 members 
Mstep: Class 2 contains 68483 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -9830850 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8977 members 
Mstep: Class 2 contains 68582 members 
Entering Unmasked Estep 
Score: -9830874.000000 Penalty: 3659.107910
	Iteration 103Q: 3 clusters Score -9830874 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8905 members 
Mstep: Class 2 contains 68654 members 
Entering Unmasked Estep 
Score: -9830887.000000 Penalty: 3659.107910
	Iteration 104Q: 3 clusters Score -9830887 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8823 members 
Mstep: Class 2 contains 68736 members 
Entering Unmasked Estep 
Score: -9830898.000000 Penalty: 3659.107910
	Iteration 105Q: 3 clusters Score -9830898 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8726 members 
Mstep: Class 2 contains 68833 members 
Entering Unmasked Estep 
Score: -9830903.000000 Penalty: 3659.107910
	Iteration 106Q: 3 clusters Score -9830903 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8619 members 
Mstep: Class 2 contains 68940 members 
Entering Unmasked Estep 
Score: -9830919.000000 Penalty: 3659.107910
	Iteration 107Q: 3 clusters Score -9830919 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8507 members 
Mstep: Class 2 contains 69052 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -9830945 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8401 members 
Mstep: Class 2 contains 69158 members 
Entering Unmasked Estep 
Score: -9830971.000000 Penalty: 3659.107910
	Iteration 109Q: 3 clusters Score -9830971 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8302 members 
Mstep: Class 2 contains 69257 members 
Entering Unmasked Estep 
Score: -9830995.000000 Penalty: 3659.107910
	Iteration 110Q: 3 clusters Score -9830995 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8198 members 
Mstep: Class 2 contains 69361 members 
Entering Unmasked Estep 
Score: -9831002.000000 Penalty: 3659.107910
	Iteration 111Q: 3 clusters Score -9831002 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8085 members 
Mstep: Class 2 contains 69474 members 
Entering Unmasked Estep 
Score: -9831013.000000 Penalty: 3659.107910
	Iteration 112Q: 3 clusters Score -9831013 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7982 members 
Mstep: Class 2 contains 69577 members 
Entering Unmasked Estep 
Score: -9831020.000000 Penalty: 3659.107910
	Iteration 113Q: 3 clusters Score -9831020 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7882 members 
Mstep: Class 2 contains 69677 members 
Entering Unmasked Estep 
Score: -9831029.000000 Penalty: 3659.107910
	Iteration 114Q: 3 clusters Score -9831029 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7778 members 
Mstep: Class 2 contains 69781 members 
Entering Unmasked Estep 
Score: -9831043.000000 Penalty: 3659.107910
	Iteration 115Q: 3 clusters Score -9831043 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7687 members 
Mstep: Class 2 contains 69872 members 
Entering Unmasked Estep 
Score: -9831034.000000 Penalty: 3659.107910
	Iteration 116Q: 3 clusters Score -9831034 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7610 members 
Mstep: Class 2 contains 69949 members 
Entering Unmasked Estep 
Score: -9831037.000000 Penalty: 3659.107910
	Iteration 117Q: 3 clusters Score -9831037 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7540 members 
Mstep: Class 2 contains 70019 members 
Entering Unmasked Estep 
Score: -9831036.000000 Penalty: 3659.107910
	Iteration 118Q: 3 clusters Score -9831036 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7470 members 
Mstep: Class 2 contains 70089 members 
Entering Unmasked Estep 
Score: -9831059.000000 Penalty: 3659.107910
	Iteration 119Q: 3 clusters Score -9831059 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7414 members 
Mstep: Class 2 contains 70145 members 
Entering Unmasked Estep 
Score: -9831066.000000 Penalty: 3659.107910
	Iteration 120F: 3 clusters Score -9831066 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7360 members 
Mstep: Class 2 contains 70199 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -9831071 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7298 members 
Mstep: Class 2 contains 70261 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -9831080 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7243 members 
Mstep: Class 2 contains 70316 members 
Entering Unmasked Estep 
Score: -9831079.000000 Penalty: 3659.107910
	Iteration 123Q: 3 clusters Score -9831079 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7178 members 
Mstep: Class 2 contains 70381 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -9831101 nChanged 76
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Mstep: Class 1 contains 7104 members 
Mstep: Class 2 contains 70455 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -9831111 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7031 members 
Mstep: Class 2 contains 70528 members 
Entering Unmasked Estep 
Score: -9831127.000000 Penalty: 3659.107910
	Iteration 126Q: 3 clusters Score -9831127 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6970 members 
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Entering Unmasked Estep 
Score: -9831131.000000 Penalty: 3659.107910
	Iteration 127Q: 3 clusters Score -9831131 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6906 members 
Mstep: Class 2 contains 70653 members 
Entering Unmasked Estep 
Score: -9831146.000000 Penalty: 3659.107910
	Iteration 128Q: 3 clusters Score -9831146 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6838 members 
Mstep: Class 2 contains 70721 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -9831147 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6779 members 
Mstep: Class 2 contains 70780 members 
Entering Unmasked Estep 
Score: -9831162.000000 Penalty: 3659.107910
	Iteration 130Q: 3 clusters Score -9831162 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6737 members 
Mstep: Class 2 contains 70822 members 
Entering Unmasked Estep 
Score: -9831152.000000 Penalty: 3659.107910
	Iteration 131Q: 3 clusters Score -9831152 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6696 members 
Mstep: Class 2 contains 70863 members 
Entering Unmasked Estep 
Score: -9831172.000000 Penalty: 3659.107910
	Iteration 132Q: 3 clusters Score -9831172 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6660 members 
Mstep: Class 2 contains 70899 members 
Entering Unmasked Estep 
Score: -9831179.000000 Penalty: 3659.107910
	Iteration 133Q: 3 clusters Score -9831179 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6630 members 
Mstep: Class 2 contains 70929 members 
Entering Unmasked Estep 
Score: -9831183.000000 Penalty: 3659.107910
	Iteration 134Q: 3 clusters Score -9831183 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6594 members 
Mstep: Class 2 contains 70965 members 
Entering Unmasked Estep 
Score: -9831168.000000 Penalty: 3659.107910
	Iteration 135Q: 3 clusters Score -9831168 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6566 members 
Mstep: Class 2 contains 70993 members 
Entering Unmasked Estep 
Score: -9831171.000000 Penalty: 3659.107910
	Iteration 136Q: 3 clusters Score -9831171 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6539 members 
Mstep: Class 2 contains 71020 members 
Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -9831172 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6515 members 
Mstep: Class 2 contains 71044 members 
Entering Unmasked Estep 
Score: -9831156.000000 Penalty: 3659.107910
	Iteration 138Q: 3 clusters Score -9831156 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6489 members 
Mstep: Class 2 contains 71070 members 
Entering Unmasked Estep 
Score: -9831159.000000 Penalty: 3659.107910
	Iteration 139Q: 3 clusters Score -9831159 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6467 members 
Mstep: Class 2 contains 71092 members 
Entering Unmasked Estep 
Score: -9831166.000000 Penalty: 3659.107910
	Iteration 140F: 3 clusters Score -9831166 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6450 members 
Mstep: Class 2 contains 71109 members 
Entering Unmasked Estep 
Score: -9831174.000000 Penalty: 3659.107910
	Iteration 141Q: 3 clusters Score -9831174 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6437 members 
Mstep: Class 2 contains 71122 members 
Entering Unmasked Estep 
Score: -9831171.000000 Penalty: 3659.107910
	Iteration 142Q: 3 clusters Score -9831171 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6431 members 
Mstep: Class 2 contains 71128 members 
Entering Unmasked Estep 
Score: -9831171.000000 Penalty: 3659.107910
	Iteration 143Q: 3 clusters Score -9831171 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6428 members 
Mstep: Class 2 contains 71131 members 
Entering Unmasked Estep 
Score: -9831168.000000 Penalty: 3659.107910
	Iteration 144Q: 3 clusters Score -9831168 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6422 members 
Mstep: Class 2 contains 71137 members 
Entering Unmasked Estep 
Score: -9831172.000000 Penalty: 3659.107910
	Iteration 145Q: 3 clusters Score -9831172 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6415 members 
Mstep: Class 2 contains 71144 members 
Entering Unmasked Estep 
Score: -9831175.000000 Penalty: 3659.107910
	Iteration 146Q: 3 clusters Score -9831175 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6409 members 
Mstep: Class 2 contains 71150 members 
Entering Unmasked Estep 
Score: -9831162.000000 Penalty: 3659.107910
	Iteration 147Q: 3 clusters Score -9831162 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6408 members 
Mstep: Class 2 contains 71151 members 
Entering Unmasked Estep 
Score: -9831169.000000 Penalty: 3659.107910
	Iteration 148Q: 3 clusters Score -9831169 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6407 members 
Mstep: Class 2 contains 71152 members 
Entering Unmasked Estep 
Score: -9831176.000000 Penalty: 3659.107910
	Iteration 149Q: 3 clusters Score -9831176 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6407 members 
Mstep: Class 2 contains 71152 members 
Entering Unmasked Estep 
Score: -9831176.000000 Penalty: 3659.107910
	Iteration 150F: 3 clusters Score -9831176 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (6189 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6189 members 
Entering Unmasked Estep 
Score: -771900.187500 Penalty: 1418.710938
	Iteration 0F: 2 clusters Score -771900.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -767198.312500 Penalty: 2837.421875
	Iteration 0F: 3 clusters Score -767198.3 nChanged 2554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -768636.437500 Penalty: 2837.421875
	Iteration 1F: 3 clusters Score -768636.4 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -768967.062500 Penalty: 2837.421875
	Iteration 2F: 3 clusters Score -768967.1 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -769287.812500 Penalty: 2837.421875
	Iteration 3F: 3 clusters Score -769287.8 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -769623.687500 Penalty: 2837.421875
	Iteration 4F: 3 clusters Score -769623.7 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -769935.312500 Penalty: 2837.421875
	Iteration 5F: 3 clusters Score -769935.3 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -770214.000000 Penalty: 2837.421875
	Iteration 6F: 3 clusters Score -770214 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -770441.187500 Penalty: 2837.421875
	Iteration 7Q: 3 clusters Score -770441.2 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -770587.125000 Penalty: 2837.421875
	Iteration 8Q: 3 clusters Score -770587.1 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -770698.375000 Penalty: 2837.421875
	Iteration 9Q: 3 clusters Score -770698.4 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -770786.125000 Penalty: 2837.421875
	Iteration 10Q: 3 clusters Score -770786.1 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -770873.437500 Penalty: 2837.421875
	Iteration 11Q: 3 clusters Score -770873.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -770956.250000 Penalty: 2837.421875
	Iteration 12Q: 3 clusters Score -770956.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -771068.500000 Penalty: 2837.421875
	Iteration 13Q: 3 clusters Score -771068.5 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -771271.312500 Penalty: 2837.421875
	Iteration 14Q: 3 clusters Score -771271.3 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -771425.562500 Penalty: 2837.421875
	Iteration 15Q: 3 clusters Score -771425.6 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -771549.500000 Penalty: 2837.421875
	Iteration 16Q: 3 clusters Score -771549.5 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -771662.250000 Penalty: 2837.421875
	Iteration 17Q: 3 clusters Score -771662.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -771734.937500 Penalty: 2837.421875
	Iteration 18Q: 3 clusters Score -771734.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -771792.000000 Penalty: 2837.421875
	Iteration 19Q: 3 clusters Score -771792 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -771825.750000 Penalty: 2837.421875
	Iteration 20F: 3 clusters Score -771825.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -771849.687500 Penalty: 2837.421875
	Iteration 21Q: 3 clusters Score -771849.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -771869.062500 Penalty: 2837.421875
	Iteration 22Q: 3 clusters Score -771869.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -771882.375000 Penalty: 2837.421875
	Iteration 23Q: 3 clusters Score -771882.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -771894.687500 Penalty: 2837.421875
	Iteration 24Q: 3 clusters Score -771894.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -771900.312500 Penalty: 2837.421875
	Iteration 25Q: 3 clusters Score -771900.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -771906.562500 Penalty: 2837.421875
	Iteration 26Q: 3 clusters Score -771906.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -771910.625000 Penalty: 2837.421875
	Iteration 27Q: 3 clusters Score -771910.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -771911.750000 Penalty: 2837.421875
	Iteration 28Q: 3 clusters Score -771911.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -771912.312500 Penalty: 2837.421875
	Iteration 29Q: 3 clusters Score -771912.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -771914.312500 Penalty: 2837.421875
	Iteration 30Q: 3 clusters Score -771914.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -771912.625000 Penalty: 2837.421875
	Iteration 31Q: 3 clusters Score -771912.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -771912.875000 Penalty: 2837.421875
	Iteration 32Q: 3 clusters Score -771912.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -771915.562500 Penalty: 2837.421875
	Iteration 33Q: 3 clusters Score -771915.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -771914.937500 Penalty: 2837.421875
	Iteration 34Q: 3 clusters Score -771914.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -771915.312500 Penalty: 2837.421875
	Iteration 35Q: 3 clusters Score -771915.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -771916.000000 Penalty: 2837.421875
	Iteration 36Q: 3 clusters Score -771916 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -771916.000000 Penalty: 2837.421875
	Iteration 37F: 3 clusters Score -771916 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 48609 members 
Mstep: Class 2 contains 2768 members 
Mstep: Class 3 contains 1822 members 
Mstep: Class 4 contains 3316 members 
Mstep: Class 5 contains 12734 members 
Mstep: Class 6 contains 729 members 
Mstep: Class 7 contains 556 members 
Mstep: Class 8 contains 8314 members 
Mstep: Class 9 contains 14072 members 
Mstep: Class 10 contains 124784 members 
Mstep: Class 11 contains 2394 members 
Mstep: Class 12 contains 75292 members 
Mstep: Class 13 contains 18952 members 
Mstep: Class 14 contains 77559 members 
Mstep: Class 15 contains 2203 members 
Mstep: Class 16 contains 20928 members 
Mstep: Class 17 contains 14627 members 
Mstep: Class 18 contains 20006 members 
Mstep: Class 19 contains 46972 members 
Mstep: Class 20 contains 7274 members 
Mstep: Class 21 contains 7629 members 
Mstep: Class 22 contains 3378 members 
Mstep: Class 23 contains 43418 members 
Mstep: Class 24 contains 41528 members 
Mstep: Class 25 contains 8438 members 
Mstep: Class 26 contains 4402 members 
Mstep: Class 27 contains 3238 members 
Mstep: Class 28 contains 15743 members 
Mstep: Class 29 contains 598 members 
Mstep: Class 30 contains 3768 members 
Mstep: Class 31 contains 12539 members 
Mstep: Class 32 contains 13945 members 
Mstep: Class 33 contains 32168 members 
Mstep: Class 34 contains 10279 members 
Mstep: Class 35 contains 2340 members 
Mstep: Class 36 contains 13524 members 
Mstep: Class 37 contains 3351 members 
Mstep: Class 38 contains 12864 members 
Mstep: Class 39 contains 26639 members 
Mstep: Class 40 contains 28501 members 
Mstep: Class 41 contains 1214 members 
Mstep: Class 42 contains 23179 members 
Mstep: Class 43 contains 3986 members 
Entering Unmasked Estep 
Score: -100257592.000000 Penalty: 95154.578125
Splitting cluster 15 changes total score from -100256408.000000 to -100257592.000000
So it's getting split into cluster 43.
Entering ConstructFrom: 
Trying to split cluster 16 (20928 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20928 members 
Entering Unmasked Estep 
Score: -2618226.750000 Penalty: 1616.687012
	Iteration 0F: 2 clusters Score -2618227 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10515 members 
Mstep: Class 2 contains 10413 members 
Entering Unmasked Estep 
Score: -2603904.250000 Penalty: 3233.374023
	Iteration 0F: 3 clusters Score -2603904 nChanged 9560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11101 members 
Mstep: Class 2 contains 9827 members 
Entering Unmasked Estep 
Score: -2609553.250000 Penalty: 3233.374023
	Iteration 1F: 3 clusters Score -2609553 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11637 members 
Mstep: Class 2 contains 9291 members 
Entering Unmasked Estep 
Score: -2610649.500000 Penalty: 3233.374023
	Iteration 2F: 3 clusters Score -2610650 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12446 members 
Mstep: Class 2 contains 8482 members 
Entering Unmasked Estep 
Score: -2612294.000000 Penalty: 3233.374023
	Iteration 3F: 3 clusters Score -2612294 nChanged 1903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13367 members 
Mstep: Class 2 contains 7561 members 
Entering Unmasked Estep 
Score: -2614243.500000 Penalty: 3233.374023
	Iteration 4F: 3 clusters Score -2614244 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14128 members 
Mstep: Class 2 contains 6800 members 
Entering Unmasked Estep 
Score: -2616079.250000 Penalty: 3233.374023
	Iteration 5F: 3 clusters Score -2616079 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14675 members 
Mstep: Class 2 contains 6253 members 
Entering Unmasked Estep 
Score: -2617647.000000 Penalty: 3233.374023
	Iteration 6F: 3 clusters Score -2617647 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15079 members 
Mstep: Class 2 contains 5849 members 
Entering Unmasked Estep 
Score: -2618585.000000 Penalty: 3233.374023
	Iteration 7F: 3 clusters Score -2618585 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15450 members 
Mstep: Class 2 contains 5478 members 
Entering Unmasked Estep 
Score: -2619044.000000 Penalty: 3233.374023
	Iteration 8Q: 3 clusters Score -2619044 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15783 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -2619321.500000 Penalty: 3233.374023
	Iteration 9Q: 3 clusters Score -2619322 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16079 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -2619503.750000 Penalty: 3233.374023
	Iteration 10Q: 3 clusters Score -2619504 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16349 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -2619670.000000 Penalty: 3233.374023
	Iteration 11Q: 3 clusters Score -2619670 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16631 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -2619842.500000 Penalty: 3233.374023
	Iteration 12Q: 3 clusters Score -2619842 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16903 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -2620041.750000 Penalty: 3233.374023
	Iteration 13Q: 3 clusters Score -2620042 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17165 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -2620259.000000 Penalty: 3233.374023
	Iteration 14Q: 3 clusters Score -2620259 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17414 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -2620558.000000 Penalty: 3233.374023
	Iteration 15Q: 3 clusters Score -2620558 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17621 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -2620842.250000 Penalty: 3233.374023
	Iteration 16Q: 3 clusters Score -2620842 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17790 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -2621035.750000 Penalty: 3233.374023
	Iteration 17Q: 3 clusters Score -2621036 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17883 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -2621088.250000 Penalty: 3233.374023
	Iteration 18Q: 3 clusters Score -2621088 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17937 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -2621101.000000 Penalty: 3233.374023
	Iteration 19Q: 3 clusters Score -2621101 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17953 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -2621108.250000 Penalty: 3233.374023
	Iteration 20F: 3 clusters Score -2621108 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17964 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -2621111.250000 Penalty: 3233.374023
	Iteration 21Q: 3 clusters Score -2621111 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17972 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -2621110.000000 Penalty: 3233.374023
	Iteration 22Q: 3 clusters Score -2621110 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17977 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -2621113.750000 Penalty: 3233.374023
	Iteration 23Q: 3 clusters Score -2621114 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17980 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -2621118.000000 Penalty: 3233.374023
	Iteration 24Q: 3 clusters Score -2621118 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17981 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -2621117.250000 Penalty: 3233.374023
	Iteration 25Q: 3 clusters Score -2621117 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17982 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -2621118.000000 Penalty: 3233.374023
	Iteration 26Q: 3 clusters Score -2621118 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17982 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -2621118.000000 Penalty: 3233.374023
	Iteration 27F: 3 clusters Score -2621118 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 48609 members 
Mstep: Class 2 contains 2768 members 
Mstep: Class 3 contains 1822 members 
Mstep: Class 4 contains 3316 members 
Mstep: Class 5 contains 12734 members 
Mstep: Class 6 contains 729 members 
Mstep: Class 7 contains 556 members 
Mstep: Class 8 contains 8314 members 
Mstep: Class 9 contains 14072 members 
Mstep: Class 10 contains 124784 members 
Mstep: Class 11 contains 2394 members 
Mstep: Class 12 contains 75292 members 
Mstep: Class 13 contains 18952 members 
Mstep: Class 14 contains 77559 members 
Mstep: Class 15 contains 2203 members 
Mstep: Class 16 contains 17982 members 
Mstep: Class 17 contains 14627 members 
Mstep: Class 18 contains 20006 members 
Mstep: Class 19 contains 46972 members 
Mstep: Class 20 contains 7274 members 
Mstep: Class 21 contains 7629 members 
Mstep: Class 22 contains 3378 members 
Mstep: Class 23 contains 43418 members 
Mstep: Class 24 contains 41528 members 
Mstep: Class 25 contains 8438 members 
Mstep: Class 26 contains 4402 members 
Mstep: Class 27 contains 3238 members 
Mstep: Class 28 contains 15743 members 
Mstep: Class 29 contains 598 members 
Mstep: Class 30 contains 3768 members 
Mstep: Class 31 contains 12539 members 
Mstep: Class 32 contains 13945 members 
Mstep: Class 33 contains 32168 members 
Mstep: Class 34 contains 10279 members 
Mstep: Class 35 contains 2340 members 
Mstep: Class 36 contains 13524 members 
Mstep: Class 37 contains 3351 members 
Mstep: Class 38 contains 12864 members 
Mstep: Class 39 contains 26639 members 
Mstep: Class 40 contains 28501 members 
Mstep: Class 41 contains 1214 members 
Mstep: Class 42 contains 23179 members 
Mstep: Class 43 contains 3986 members 
Mstep: Class 44 contains 2946 members 
Entering Unmasked Estep 
Score: -100260048.000000 Penalty: 97367.476562
Splitting cluster 16 changes total score from -100256408.000000 to -100260048.000000
So it's getting split into cluster 44.
Entering ConstructFrom: 
Trying to split cluster 17 (14627 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14627 members 
Entering Unmasked Estep 
Score: -1828009.500000 Penalty: 1558.476562
	Iteration 0F: 2 clusters Score -1828010 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7230 members 
Mstep: Class 2 contains 7397 members 
Entering Unmasked Estep 
Score: -1817879.750000 Penalty: 3116.953125
	Iteration 0F: 3 clusters Score -1817880 nChanged 6445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6773 members 
Mstep: Class 2 contains 7854 members 
Entering Unmasked Estep 
Score: -1821806.125000 Penalty: 3116.953125
	Iteration 1F: 3 clusters Score -1821806 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6465 members 
Mstep: Class 2 contains 8162 members 
Entering Unmasked Estep 
Score: -1822700.875000 Penalty: 3116.953125
	Iteration 2F: 3 clusters Score -1822701 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6165 members 
Mstep: Class 2 contains 8462 members 
Entering Unmasked Estep 
Score: -1823861.375000 Penalty: 3116.953125
	Iteration 3F: 3 clusters Score -1823861 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5915 members 
Mstep: Class 2 contains 8712 members 
Entering Unmasked Estep 
Score: -1824880.375000 Penalty: 3116.953125
	Iteration 4F: 3 clusters Score -1824880 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5744 members 
Mstep: Class 2 contains 8883 members 
Entering Unmasked Estep 
Score: -1825526.875000 Penalty: 3116.953125
	Iteration 5F: 3 clusters Score -1825527 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 8952 members 
Entering Unmasked Estep 
Score: -1825918.875000 Penalty: 3116.953125
	Iteration 6Q: 3 clusters Score -1825919 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5669 members 
Mstep: Class 2 contains 8958 members 
Entering Unmasked Estep 
Score: -1826151.750000 Penalty: 3116.953125
	Iteration 7Q: 3 clusters Score -1826152 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 8952 members 
Entering Unmasked Estep 
Score: -1826302.625000 Penalty: 3116.953125
	Iteration 8Q: 3 clusters Score -1826303 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5710 members 
Mstep: Class 2 contains 8917 members 
Entering Unmasked Estep 
Score: -1826389.375000 Penalty: 3116.953125
	Iteration 9Q: 3 clusters Score -1826389 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5760 members 
Mstep: Class 2 contains 8867 members 
Entering Unmasked Estep 
Score: -1826461.375000 Penalty: 3116.953125
	Iteration 10Q: 3 clusters Score -1826461 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5825 members 
Mstep: Class 2 contains 8802 members 
Entering Unmasked Estep 
Score: -1826524.125000 Penalty: 3116.953125
	Iteration 11Q: 3 clusters Score -1826524 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5907 members 
Mstep: Class 2 contains 8720 members 
Entering Unmasked Estep 
Score: -1826584.500000 Penalty: 3116.953125
	Iteration 12Q: 3 clusters Score -1826584 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6020 members 
Mstep: Class 2 contains 8607 members 
Entering Unmasked Estep 
Score: -1826636.000000 Penalty: 3116.953125
	Iteration 13Q: 3 clusters Score -1826636 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6155 members 
Mstep: Class 2 contains 8472 members 
Entering Unmasked Estep 
Score: -1826709.125000 Penalty: 3116.953125
	Iteration 14Q: 3 clusters Score -1826709 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6313 members 
Mstep: Class 2 contains 8314 members 
Entering Unmasked Estep 
Score: -1826794.500000 Penalty: 3116.953125
	Iteration 15Q: 3 clusters Score -1826794 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6491 members 
Mstep: Class 2 contains 8136 members 
Entering Unmasked Estep 
Score: -1826911.625000 Penalty: 3116.953125
	Iteration 16Q: 3 clusters Score -1826912 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6714 members 
Mstep: Class 2 contains 7913 members 
Entering Unmasked Estep 
Score: -1827049.375000 Penalty: 3116.953125
	Iteration 17Q: 3 clusters Score -1827049 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6968 members 
Mstep: Class 2 contains 7659 members 
Entering Unmasked Estep 
Score: -1827233.125000 Penalty: 3116.953125
	Iteration 18Q: 3 clusters Score -1827233 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7262 members 
Mstep: Class 2 contains 7365 members 
Entering Unmasked Estep 
Score: -1827453.250000 Penalty: 3116.953125
	Iteration 19Q: 3 clusters Score -1827453 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7597 members 
Mstep: Class 2 contains 7030 members 
Entering Unmasked Estep 
Score: -1827728.750000 Penalty: 3116.953125
	Iteration 20F: 3 clusters Score -1827729 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7954 members 
Mstep: Class 2 contains 6673 members 
Entering Unmasked Estep 
Score: -1828079.500000 Penalty: 3116.953125
	Iteration 21Q: 3 clusters Score -1828080 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8325 members 
Mstep: Class 2 contains 6302 members 
Entering Unmasked Estep 
Score: -1828475.125000 Penalty: 3116.953125
	Iteration 22Q: 3 clusters Score -1828475 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8633 members 
Mstep: Class 2 contains 5994 members 
Entering Unmasked Estep 
Score: -1828831.000000 Penalty: 3116.953125
	Iteration 23Q: 3 clusters Score -1828831 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8877 members 
Mstep: Class 2 contains 5750 members 
Entering Unmasked Estep 
Score: -1829091.500000 Penalty: 3116.953125
	Iteration 24Q: 3 clusters Score -1829092 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9033 members 
Mstep: Class 2 contains 5594 members 
Entering Unmasked Estep 
Score: -1829241.250000 Penalty: 3116.953125
	Iteration 25Q: 3 clusters Score -1829241 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9140 members 
Mstep: Class 2 contains 5487 members 
Entering Unmasked Estep 
Score: -1829327.500000 Penalty: 3116.953125
	Iteration 26Q: 3 clusters Score -1829328 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9206 members 
Mstep: Class 2 contains 5421 members 
Entering Unmasked Estep 
Score: -1829376.375000 Penalty: 3116.953125
	Iteration 27Q: 3 clusters Score -1829376 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9267 members 
Mstep: Class 2 contains 5360 members 
Entering Unmasked Estep 
Score: -1829410.375000 Penalty: 3116.953125
	Iteration 28Q: 3 clusters Score -1829410 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9306 members 
Mstep: Class 2 contains 5321 members 
Entering Unmasked Estep 
Score: -1829421.375000 Penalty: 3116.953125
	Iteration 29Q: 3 clusters Score -1829421 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9329 members 
Mstep: Class 2 contains 5298 members 
Entering Unmasked Estep 
Score: -1829438.000000 Penalty: 3116.953125
	Iteration 30Q: 3 clusters Score -1829438 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9348 members 
Mstep: Class 2 contains 5279 members 
Entering Unmasked Estep 
Score: -1829435.500000 Penalty: 3116.953125
	Iteration 31Q: 3 clusters Score -1829436 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9361 members 
Mstep: Class 2 contains 5266 members 
Entering Unmasked Estep 
Score: -1829436.375000 Penalty: 3116.953125
	Iteration 32Q: 3 clusters Score -1829436 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9369 members 
Mstep: Class 2 contains 5258 members 
Entering Unmasked Estep 
Score: -1829441.125000 Penalty: 3116.953125
	Iteration 33Q: 3 clusters Score -1829441 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9380 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -1829441.375000 Penalty: 3116.953125
	Iteration 34Q: 3 clusters Score -1829441 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9386 members 
Mstep: Class 2 contains 5241 members 
Entering Unmasked Estep 
Score: -1829443.375000 Penalty: 3116.953125
	Iteration 35Q: 3 clusters Score -1829443 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9389 members 
Mstep: Class 2 contains 5238 members 
Entering Unmasked Estep 
Score: -1829443.375000 Penalty: 3116.953125
	Iteration 36Q: 3 clusters Score -1829443 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9388 members 
Mstep: Class 2 contains 5239 members 
Entering Unmasked Estep 
Score: -1829441.625000 Penalty: 3116.953125
	Iteration 37Q: 3 clusters Score -1829442 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9390 members 
Mstep: Class 2 contains 5237 members 
Entering Unmasked Estep 
Score: -1829442.625000 Penalty: 3116.953125
	Iteration 38Q: 3 clusters Score -1829443 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9395 members 
Mstep: Class 2 contains 5232 members 
Entering Unmasked Estep 
Score: -1829444.625000 Penalty: 3116.953125
	Iteration 39Q: 3 clusters Score -1829445 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9402 members 
Mstep: Class 2 contains 5225 members 
Entering Unmasked Estep 
Score: -1829445.375000 Penalty: 3116.953125
	Iteration 40F: 3 clusters Score -1829445 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9407 members 
Mstep: Class 2 contains 5220 members 
Entering Unmasked Estep 
Score: -1829446.125000 Penalty: 3116.953125
	Iteration 41Q: 3 clusters Score -1829446 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9408 members 
Mstep: Class 2 contains 5219 members 
Entering Unmasked Estep 
Score: -1829445.875000 Penalty: 3116.953125
	Iteration 42Q: 3 clusters Score -1829446 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9409 members 
Mstep: Class 2 contains 5218 members 
Entering Unmasked Estep 
Score: -1829445.250000 Penalty: 3116.953125
	Iteration 43Q: 3 clusters Score -1829445 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9410 members 
Mstep: Class 2 contains 5217 members 
Entering Unmasked Estep 
Score: -1829447.250000 Penalty: 3116.953125
	Iteration 44Q: 3 clusters Score -1829447 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9411 members 
Mstep: Class 2 contains 5216 members 
Entering Unmasked Estep 
Score: -1829447.000000 Penalty: 3116.953125
	Iteration 45Q: 3 clusters Score -1829447 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9411 members 
Mstep: Class 2 contains 5216 members 
Entering Unmasked Estep 
Score: -1829447.000000 Penalty: 3116.953125
	Iteration 46F: 3 clusters Score -1829447 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 48609 members 
Mstep: Class 2 contains 2768 members 
Mstep: Class 3 contains 1822 members 
Mstep: Class 4 contains 3316 members 
Mstep: Class 5 contains 12734 members 
Mstep: Class 6 contains 729 members 
Mstep: Class 7 contains 556 members 
Mstep: Class 8 contains 8314 members 
Mstep: Class 9 contains 14072 members 
Mstep: Class 10 contains 124784 members 
Mstep: Class 11 contains 2394 members 
Mstep: Class 12 contains 75292 members 
Mstep: Class 13 contains 18952 members 
Mstep: Class 14 contains 77559 members 
Mstep: Class 15 contains 2203 members 
Mstep: Class 16 contains 17982 members 
Mstep: Class 17 contains 9411 members 
Mstep: Class 18 contains 20006 members 
Mstep: Class 19 contains 46972 members 
Mstep: Class 20 contains 7274 members 
Mstep: Class 21 contains 7629 members 
Mstep: Class 22 contains 3378 members 
Mstep: Class 23 contains 43418 members 
Mstep: Class 24 contains 41528 members 
Mstep: Class 25 contains 8438 members 
Mstep: Class 26 contains 4402 members 
Mstep: Class 27 contains 3238 members 
Mstep: Class 28 contains 15743 members 
Mstep: Class 29 contains 598 members 
Mstep: Class 30 contains 3768 members 
Mstep: Class 31 contains 12539 members 
Mstep: Class 32 contains 13945 members 
Mstep: Class 33 contains 32168 members 
Mstep: Class 34 contains 10279 members 
Mstep: Class 35 contains 2340 members 
Mstep: Class 36 contains 13524 members 
Mstep: Class 37 contains 3351 members 
Mstep: Class 38 contains 12864 members 
Mstep: Class 39 contains 26639 members 
Mstep: Class 40 contains 28501 members 
Mstep: Class 41 contains 1214 members 
Mstep: Class 42 contains 23179 members 
Mstep: Class 43 contains 3986 members 
Mstep: Class 44 contains 2946 members 
Mstep: Class 45 contains 5216 members 
Entering Unmasked Estep 
Score: -100261056.000000 Penalty: 99580.367188
Splitting cluster 17 changes total score from -100256408.000000 to -100261056.000000
So it's getting split into cluster 45.
Entering ConstructFrom: 
Trying to split cluster 18 (20006 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20006 members 
Entering Unmasked Estep 
Score: -2331034.000000 Penalty: 1609.365479
	Iteration 0F: 2 clusters Score -2331034 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10034 members 
Mstep: Class 2 contains 9972 members 
Entering Unmasked Estep 
Score: -2317333.750000 Penalty: 3218.730957
	Iteration 0F: 3 clusters Score -2317334 nChanged 9132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10376 members 
Mstep: Class 2 contains 9630 members 
Entering Unmasked Estep 
Score: -2322631.500000 Penalty: 3218.730957
	Iteration 1F: 3 clusters Score -2322632 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10498 members 
Mstep: Class 2 contains 9508 members 
Entering Unmasked Estep 
Score: -2323458.750000 Penalty: 3218.730957
	Iteration 2F: 3 clusters Score -2323459 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10605 members 
Mstep: Class 2 contains 9401 members 
Entering Unmasked Estep 
Score: -2324335.750000 Penalty: 3218.730957
	Iteration 3F: 3 clusters Score -2324336 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10642 members 
Mstep: Class 2 contains 9364 members 
Entering Unmasked Estep 
Score: -2325367.000000 Penalty: 3218.730957
	Iteration 4F: 3 clusters Score -2325367 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10812 members 
Mstep: Class 2 contains 9194 members 
Entering Unmasked Estep 
Score: -2326381.000000 Penalty: 3218.730957
	Iteration 5F: 3 clusters Score -2326381 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10985 members 
Mstep: Class 2 contains 9021 members 
Entering Unmasked Estep 
Score: -2327263.000000 Penalty: 3218.730957
	Iteration 6F: 3 clusters Score -2327263 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11203 members 
Mstep: Class 2 contains 8803 members 
Entering Unmasked Estep 
Score: -2327982.500000 Penalty: 3218.730957
	Iteration 7F: 3 clusters Score -2327982 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11395 members 
Mstep: Class 2 contains 8611 members 
Entering Unmasked Estep 
Score: -2328443.500000 Penalty: 3218.730957
	Iteration 8Q: 3 clusters Score -2328444 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11546 members 
Mstep: Class 2 contains 8460 members 
Entering Unmasked Estep 
Score: -2328731.250000 Penalty: 3218.730957
	Iteration 9Q: 3 clusters Score -2328731 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11698 members 
Mstep: Class 2 contains 8308 members 
Entering Unmasked Estep 
Score: -2328920.000000 Penalty: 3218.730957
	Iteration 10Q: 3 clusters Score -2328920 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11880 members 
Mstep: Class 2 contains 8126 members 
Entering Unmasked Estep 
Score: -2329072.500000 Penalty: 3218.730957
	Iteration 11Q: 3 clusters Score -2329072 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12067 members 
Mstep: Class 2 contains 7939 members 
Entering Unmasked Estep 
Score: -2329202.750000 Penalty: 3218.730957
	Iteration 12Q: 3 clusters Score -2329203 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12232 members 
Mstep: Class 2 contains 7774 members 
Entering Unmasked Estep 
Score: -2329284.750000 Penalty: 3218.730957
	Iteration 13Q: 3 clusters Score -2329285 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12395 members 
Mstep: Class 2 contains 7611 members 
Entering Unmasked Estep 
Score: -2329371.500000 Penalty: 3218.730957
	Iteration 14Q: 3 clusters Score -2329372 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12575 members 
Mstep: Class 2 contains 7431 members 
Entering Unmasked Estep 
Score: -2329458.000000 Penalty: 3218.730957
	Iteration 15Q: 3 clusters Score -2329458 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12754 members 
Mstep: Class 2 contains 7252 members 
Entering Unmasked Estep 
Score: -2329531.750000 Penalty: 3218.730957
	Iteration 16Q: 3 clusters Score -2329532 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12943 members 
Mstep: Class 2 contains 7063 members 
Entering Unmasked Estep 
Score: -2329603.500000 Penalty: 3218.730957
	Iteration 17Q: 3 clusters Score -2329604 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13117 members 
Mstep: Class 2 contains 6889 members 
Entering Unmasked Estep 
Score: -2329662.250000 Penalty: 3218.730957
	Iteration 18Q: 3 clusters Score -2329662 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13306 members 
Mstep: Class 2 contains 6700 members 
Entering Unmasked Estep 
Score: -2329709.750000 Penalty: 3218.730957
	Iteration 19Q: 3 clusters Score -2329710 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13478 members 
Mstep: Class 2 contains 6528 members 
Entering Unmasked Estep 
Score: -2329772.750000 Penalty: 3218.730957
	Iteration 20F: 3 clusters Score -2329773 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13644 members 
Mstep: Class 2 contains 6362 members 
Entering Unmasked Estep 
Score: -2329813.500000 Penalty: 3218.730957
	Iteration 21Q: 3 clusters Score -2329814 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13811 members 
Mstep: Class 2 contains 6195 members 
Entering Unmasked Estep 
Score: -2329864.250000 Penalty: 3218.730957
	Iteration 22Q: 3 clusters Score -2329864 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13987 members 
Mstep: Class 2 contains 6019 members 
Entering Unmasked Estep 
Score: -2329920.250000 Penalty: 3218.730957
	Iteration 23Q: 3 clusters Score -2329920 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14167 members 
Mstep: Class 2 contains 5839 members 
Entering Unmasked Estep 
Score: -2329984.250000 Penalty: 3218.730957
	Iteration 24Q: 3 clusters Score -2329984 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14362 members 
Mstep: Class 2 contains 5644 members 
Entering Unmasked Estep 
Score: -2330036.250000 Penalty: 3218.730957
	Iteration 25Q: 3 clusters Score -2330036 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14567 members 
Mstep: Class 2 contains 5439 members 
Entering Unmasked Estep 
Score: -2330101.000000 Penalty: 3218.730957
	Iteration 26Q: 3 clusters Score -2330101 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14765 members 
Mstep: Class 2 contains 5241 members 
Entering Unmasked Estep 
Score: -2330150.750000 Penalty: 3218.730957
	Iteration 27Q: 3 clusters Score -2330151 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14976 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -2330219.000000 Penalty: 3218.730957
	Iteration 28Q: 3 clusters Score -2330219 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15201 members 
Mstep: Class 2 contains 4805 members 
Entering Unmasked Estep 
Score: -2330299.250000 Penalty: 3218.730957
	Iteration 29Q: 3 clusters Score -2330299 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15428 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -2330379.250000 Penalty: 3218.730957
	Iteration 30Q: 3 clusters Score -2330379 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15650 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -2330451.250000 Penalty: 3218.730957
	Iteration 31Q: 3 clusters Score -2330451 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15879 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -2330532.000000 Penalty: 3218.730957
	Iteration 32Q: 3 clusters Score -2330532 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16079 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -2330590.000000 Penalty: 3218.730957
	Iteration 33Q: 3 clusters Score -2330590 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16266 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -2330654.250000 Penalty: 3218.730957
	Iteration 34Q: 3 clusters Score -2330654 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16469 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -2330727.250000 Penalty: 3218.730957
	Iteration 35Q: 3 clusters Score -2330727 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16648 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -2330791.000000 Penalty: 3218.730957
	Iteration 36Q: 3 clusters Score -2330791 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16834 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -2330858.500000 Penalty: 3218.730957
	Iteration 37Q: 3 clusters Score -2330858 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17011 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -2330929.000000 Penalty: 3218.730957
	Iteration 38Q: 3 clusters Score -2330929 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17167 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -2330978.250000 Penalty: 3218.730957
	Iteration 39Q: 3 clusters Score -2330978 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17306 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -2331026.750000 Penalty: 3218.730957
	Iteration 40F: 3 clusters Score -2331027 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17426 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -2331069.500000 Penalty: 3218.730957
	Iteration 41Q: 3 clusters Score -2331070 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17537 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -2331105.750000 Penalty: 3218.730957
	Iteration 42Q: 3 clusters Score -2331106 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17620 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -2331129.500000 Penalty: 3218.730957
	Iteration 43Q: 3 clusters Score -2331130 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17695 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -2331147.250000 Penalty: 3218.730957
	Iteration 44Q: 3 clusters Score -2331147 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17758 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -2331162.250000 Penalty: 3218.730957
	Iteration 45Q: 3 clusters Score -2331162 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17814 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -2331185.500000 Penalty: 3218.730957
	Iteration 46Q: 3 clusters Score -2331186 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17862 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -2331194.750000 Penalty: 3218.730957
	Iteration 47Q: 3 clusters Score -2331195 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17910 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -2331201.500000 Penalty: 3218.730957
	Iteration 48Q: 3 clusters Score -2331202 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17955 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -2331219.500000 Penalty: 3218.730957
	Iteration 49Q: 3 clusters Score -2331220 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17990 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -2331227.250000 Penalty: 3218.730957
	Iteration 50Q: 3 clusters Score -2331227 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18019 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -2331232.750000 Penalty: 3218.730957
	Iteration 51Q: 3 clusters Score -2331233 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18036 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -2331235.500000 Penalty: 3218.730957
	Iteration 52Q: 3 clusters Score -2331236 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18050 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -2331239.750000 Penalty: 3218.730957
	Iteration 53Q: 3 clusters Score -2331240 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18061 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -2331238.250000 Penalty: 3218.730957
	Iteration 54Q: 3 clusters Score -2331238 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18066 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -2331235.000000 Penalty: 3218.730957
	Iteration 55Q: 3 clusters Score -2331235 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18069 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -2331234.000000 Penalty: 3218.730957
	Iteration 56Q: 3 clusters Score -2331234 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18071 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -2331235.500000 Penalty: 3218.730957
	Iteration 57Q: 3 clusters Score -2331236 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18072 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -2331235.750000 Penalty: 3218.730957
	Iteration 58Q: 3 clusters Score -2331236 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18073 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -2331236.500000 Penalty: 3218.730957
	Iteration 59Q: 3 clusters Score -2331236 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18073 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -2331236.500000 Penalty: 3218.730957
	Iteration 60F: 3 clusters Score -2331236 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 48609 members 
Mstep: Class 2 contains 2768 members 
Mstep: Class 3 contains 1822 members 
Mstep: Class 4 contains 3316 members 
Mstep: Class 5 contains 12734 members 
Mstep: Class 6 contains 729 members 
Mstep: Class 7 contains 556 members 
Mstep: Class 8 contains 8314 members 
Mstep: Class 9 contains 14072 members 
Mstep: Class 10 contains 124784 members 
Mstep: Class 11 contains 2394 members 
Mstep: Class 12 contains 75292 members 
Mstep: Class 13 contains 18952 members 
Mstep: Class 14 contains 77559 members 
Mstep: Class 15 contains 2203 members 
Mstep: Class 16 contains 17982 members 
Mstep: Class 17 contains 9411 members 
Mstep: Class 18 contains 18073 members 
Mstep: Class 19 contains 46972 members 
Mstep: Class 20 contains 7274 members 
Mstep: Class 21 contains 7629 members 
Mstep: Class 22 contains 3378 members 
Mstep: Class 23 contains 43418 members 
Mstep: Class 24 contains 41528 members 
Mstep: Class 25 contains 8438 members 
Mstep: Class 26 contains 4402 members 
Mstep: Class 27 contains 3238 members 
Mstep: Class 28 contains 15743 members 
Mstep: Class 29 contains 598 members 
Mstep: Class 30 contains 3768 members 
Mstep: Class 31 contains 12539 members 
Mstep: Class 32 contains 13945 members 
Mstep: Class 33 contains 32168 members 
Mstep: Class 34 contains 10279 members 
Mstep: Class 35 contains 2340 members 
Mstep: Class 36 contains 13524 members 
Mstep: Class 37 contains 3351 members 
Mstep: Class 38 contains 12864 members 
Mstep: Class 39 contains 26639 members 
Mstep: Class 40 contains 28501 members 
Mstep: Class 41 contains 1214 members 
Mstep: Class 42 contains 23179 members 
Mstep: Class 43 contains 3986 members 
Mstep: Class 44 contains 2946 members 
Mstep: Class 45 contains 5216 members 
Mstep: Class 46 contains 1933 members 
Entering Unmasked Estep 
Score: -100260648.000000 Penalty: 101793.265625
Splitting cluster 18 changes total score from -100256408.000000 to -100260648.000000
So it's getting split into cluster 46.
Entering ConstructFrom: 
Trying to split cluster 19 (46972 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46972 members 
Entering Unmasked Estep 
Score: -5902818.500000 Penalty: 1748.062378
	Iteration 0F: 2 clusters Score -5902818 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23738 members 
Mstep: Class 2 contains 23234 members 
Entering Unmasked Estep 
Score: -5871486.500000 Penalty: 3496.124756
	Iteration 0F: 3 clusters Score -5871486 nChanged 21889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26491 members 
Mstep: Class 2 contains 20481 members 
Entering Unmasked Estep 
Score: -5884528.000000 Penalty: 3496.124756
	Iteration 1F: 3 clusters Score -5884528 nChanged 2454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28153 members 
Mstep: Class 2 contains 18819 members 
Entering Unmasked Estep 
Score: -5885688.000000 Penalty: 3496.124756
	Iteration 2F: 3 clusters Score -5885688 nChanged 2913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30390 members 
Mstep: Class 2 contains 16582 members 
Entering Unmasked Estep 
Score: -5887398.500000 Penalty: 3496.124756
	Iteration 3F: 3 clusters Score -5887398 nChanged 3389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33171 members 
Mstep: Class 2 contains 13801 members 
Entering Unmasked Estep 
Score: -5889821.000000 Penalty: 3496.124756
	Iteration 4F: 3 clusters Score -5889821 nChanged 3343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36026 members 
Mstep: Class 2 contains 10946 members 
Entering Unmasked Estep 
Score: -5892554.500000 Penalty: 3496.124756
	Iteration 5F: 3 clusters Score -5892554 nChanged 2907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38507 members 
Mstep: Class 2 contains 8465 members 
Entering Unmasked Estep 
Score: -5895307.500000 Penalty: 3496.124756
	Iteration 6F: 3 clusters Score -5895308 nChanged 2115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40180 members 
Mstep: Class 2 contains 6792 members 
Entering Unmasked Estep 
Score: -5897803.500000 Penalty: 3496.124756
	Iteration 7Q: 3 clusters Score -5897804 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40878 members 
Mstep: Class 2 contains 6094 members 
Entering Unmasked Estep 
Score: -5899568.000000 Penalty: 3496.124756
	Iteration 8Q: 3 clusters Score -5899568 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41010 members 
Mstep: Class 2 contains 5962 members 
Entering Unmasked Estep 
Score: -5900354.500000 Penalty: 3496.124756
	Iteration 9Q: 3 clusters Score -5900354 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41041 members 
Mstep: Class 2 contains 5931 members 
Entering Unmasked Estep 
Score: -5900681.000000 Penalty: 3496.124756
	Iteration 10Q: 3 clusters Score -5900681 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41032 members 
Mstep: Class 2 contains 5940 members 
Entering Unmasked Estep 
Score: -5900858.000000 Penalty: 3496.124756
	Iteration 11Q: 3 clusters Score -5900858 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41006 members 
Mstep: Class 2 contains 5966 members 
Entering Unmasked Estep 
Score: -5900953.500000 Penalty: 3496.124756
	Iteration 12Q: 3 clusters Score -5900954 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40971 members 
Mstep: Class 2 contains 6001 members 
Entering Unmasked Estep 
Score: -5901029.500000 Penalty: 3496.124756
	Iteration 13Q: 3 clusters Score -5901030 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40914 members 
Mstep: Class 2 contains 6058 members 
Entering Unmasked Estep 
Score: -5901100.500000 Penalty: 3496.124756
	Iteration 14Q: 3 clusters Score -5901100 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40842 members 
Mstep: Class 2 contains 6130 members 
Entering Unmasked Estep 
Score: -5901142.500000 Penalty: 3496.124756
	Iteration 15Q: 3 clusters Score -5901142 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40754 members 
Mstep: Class 2 contains 6218 members 
Entering Unmasked Estep 
Score: -5901185.000000 Penalty: 3496.124756
	Iteration 16Q: 3 clusters Score -5901185 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40659 members 
Mstep: Class 2 contains 6313 members 
Entering Unmasked Estep 
Score: -5901234.000000 Penalty: 3496.124756
	Iteration 17Q: 3 clusters Score -5901234 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40555 members 
Mstep: Class 2 contains 6417 members 
Entering Unmasked Estep 
Score: -5901275.500000 Penalty: 3496.124756
	Iteration 18Q: 3 clusters Score -5901276 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40440 members 
Mstep: Class 2 contains 6532 members 
Entering Unmasked Estep 
Score: -5901327.000000 Penalty: 3496.124756
	Iteration 19Q: 3 clusters Score -5901327 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40318 members 
Mstep: Class 2 contains 6654 members 
Entering Unmasked Estep 
Score: -5901362.000000 Penalty: 3496.124756
	Iteration 20F: 3 clusters Score -5901362 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40210 members 
Mstep: Class 2 contains 6762 members 
Entering Unmasked Estep 
Score: -5901407.000000 Penalty: 3496.124756
	Iteration 21Q: 3 clusters Score -5901407 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40081 members 
Mstep: Class 2 contains 6891 members 
Entering Unmasked Estep 
Score: -5901416.500000 Penalty: 3496.124756
	Iteration 22Q: 3 clusters Score -5901416 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39945 members 
Mstep: Class 2 contains 7027 members 
Entering Unmasked Estep 
Score: -5901453.500000 Penalty: 3496.124756
	Iteration 23Q: 3 clusters Score -5901454 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39817 members 
Mstep: Class 2 contains 7155 members 
Entering Unmasked Estep 
Score: -5901454.500000 Penalty: 3496.124756
	Iteration 24Q: 3 clusters Score -5901454 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39682 members 
Mstep: Class 2 contains 7290 members 
Entering Unmasked Estep 
Score: -5901469.500000 Penalty: 3496.124756
	Iteration 25Q: 3 clusters Score -5901470 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39536 members 
Mstep: Class 2 contains 7436 members 
Entering Unmasked Estep 
Score: -5901521.000000 Penalty: 3496.124756
	Iteration 26Q: 3 clusters Score -5901521 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39386 members 
Mstep: Class 2 contains 7586 members 
Entering Unmasked Estep 
Score: -5901544.500000 Penalty: 3496.124756
	Iteration 27Q: 3 clusters Score -5901544 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39235 members 
Mstep: Class 2 contains 7737 members 
Entering Unmasked Estep 
Score: -5901594.500000 Penalty: 3496.124756
	Iteration 28Q: 3 clusters Score -5901594 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39078 members 
Mstep: Class 2 contains 7894 members 
Entering Unmasked Estep 
Score: -5901615.500000 Penalty: 3496.124756
	Iteration 29Q: 3 clusters Score -5901616 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38923 members 
Mstep: Class 2 contains 8049 members 
Entering Unmasked Estep 
Score: -5901637.000000 Penalty: 3496.124756
	Iteration 30Q: 3 clusters Score -5901637 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38790 members 
Mstep: Class 2 contains 8182 members 
Entering Unmasked Estep 
Score: -5901646.000000 Penalty: 3496.124756
	Iteration 31Q: 3 clusters Score -5901646 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38662 members 
Mstep: Class 2 contains 8310 members 
Entering Unmasked Estep 
Score: -5901672.500000 Penalty: 3496.124756
	Iteration 32Q: 3 clusters Score -5901672 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38516 members 
Mstep: Class 2 contains 8456 members 
Entering Unmasked Estep 
Score: -5901673.500000 Penalty: 3496.124756
	Iteration 33Q: 3 clusters Score -5901674 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38361 members 
Mstep: Class 2 contains 8611 members 
Entering Unmasked Estep 
Score: -5901714.000000 Penalty: 3496.124756
	Iteration 34Q: 3 clusters Score -5901714 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38193 members 
Mstep: Class 2 contains 8779 members 
Entering Unmasked Estep 
Score: -5901748.500000 Penalty: 3496.124756
	Iteration 35Q: 3 clusters Score -5901748 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38012 members 
Mstep: Class 2 contains 8960 members 
Entering Unmasked Estep 
Score: -5901761.500000 Penalty: 3496.124756
	Iteration 36Q: 3 clusters Score -5901762 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37815 members 
Mstep: Class 2 contains 9157 members 
Entering Unmasked Estep 
Score: -5901812.000000 Penalty: 3496.124756
	Iteration 37Q: 3 clusters Score -5901812 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37611 members 
Mstep: Class 2 contains 9361 members 
Entering Unmasked Estep 
Score: -5901871.500000 Penalty: 3496.124756
	Iteration 38Q: 3 clusters Score -5901872 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37403 members 
Mstep: Class 2 contains 9569 members 
Entering Unmasked Estep 
Score: -5901884.500000 Penalty: 3496.124756
	Iteration 39Q: 3 clusters Score -5901884 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37198 members 
Mstep: Class 2 contains 9774 members 
Entering Unmasked Estep 
Score: -5901930.000000 Penalty: 3496.124756
	Iteration 40F: 3 clusters Score -5901930 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36978 members 
Mstep: Class 2 contains 9994 members 
Entering Unmasked Estep 
Score: -5901963.000000 Penalty: 3496.124756
	Iteration 41Q: 3 clusters Score -5901963 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36727 members 
Mstep: Class 2 contains 10245 members 
Entering Unmasked Estep 
Score: -5902010.500000 Penalty: 3496.124756
	Iteration 42Q: 3 clusters Score -5902010 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36477 members 
Mstep: Class 2 contains 10495 members 
Entering Unmasked Estep 
Score: -5902058.500000 Penalty: 3496.124756
	Iteration 43Q: 3 clusters Score -5902058 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36227 members 
Mstep: Class 2 contains 10745 members 
Entering Unmasked Estep 
Score: -5902119.500000 Penalty: 3496.124756
	Iteration 44Q: 3 clusters Score -5902120 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36002 members 
Mstep: Class 2 contains 10970 members 
Entering Unmasked Estep 
Score: -5902144.500000 Penalty: 3496.124756
	Iteration 45Q: 3 clusters Score -5902144 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35776 members 
Mstep: Class 2 contains 11196 members 
Entering Unmasked Estep 
Score: -5902188.500000 Penalty: 3496.124756
	Iteration 46Q: 3 clusters Score -5902188 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35556 members 
Mstep: Class 2 contains 11416 members 
Entering Unmasked Estep 
Score: -5902252.500000 Penalty: 3496.124756
	Iteration 47Q: 3 clusters Score -5902252 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35318 members 
Mstep: Class 2 contains 11654 members 
Entering Unmasked Estep 
Score: -5902282.500000 Penalty: 3496.124756
	Iteration 48Q: 3 clusters Score -5902282 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35072 members 
Mstep: Class 2 contains 11900 members 
Entering Unmasked Estep 
Score: -5902326.000000 Penalty: 3496.124756
	Iteration 49Q: 3 clusters Score -5902326 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34836 members 
Mstep: Class 2 contains 12136 members 
Entering Unmasked Estep 
Score: -5902345.000000 Penalty: 3496.124756
	Iteration 50Q: 3 clusters Score -5902345 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34611 members 
Mstep: Class 2 contains 12361 members 
Entering Unmasked Estep 
Score: -5902379.000000 Penalty: 3496.124756
	Iteration 51Q: 3 clusters Score -5902379 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34400 members 
Mstep: Class 2 contains 12572 members 
Entering Unmasked Estep 
Score: -5902423.000000 Penalty: 3496.124756
	Iteration 52Q: 3 clusters Score -5902423 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34231 members 
Mstep: Class 2 contains 12741 members 
Entering Unmasked Estep 
Score: -5902425.000000 Penalty: 3496.124756
	Iteration 53Q: 3 clusters Score -5902425 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34065 members 
Mstep: Class 2 contains 12907 members 
Entering Unmasked Estep 
Score: -5902454.000000 Penalty: 3496.124756
	Iteration 54Q: 3 clusters Score -5902454 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33890 members 
Mstep: Class 2 contains 13082 members 
Entering Unmasked Estep 
Score: -5902465.000000 Penalty: 3496.124756
	Iteration 55Q: 3 clusters Score -5902465 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33722 members 
Mstep: Class 2 contains 13250 members 
Entering Unmasked Estep 
Score: -5902497.000000 Penalty: 3496.124756
	Iteration 56Q: 3 clusters Score -5902497 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33595 members 
Mstep: Class 2 contains 13377 members 
Entering Unmasked Estep 
Score: -5902500.500000 Penalty: 3496.124756
	Iteration 57Q: 3 clusters Score -5902500 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33470 members 
Mstep: Class 2 contains 13502 members 
Entering Unmasked Estep 
Score: -5902510.500000 Penalty: 3496.124756
	Iteration 58Q: 3 clusters Score -5902510 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33368 members 
Mstep: Class 2 contains 13604 members 
Entering Unmasked Estep 
Score: -5902496.500000 Penalty: 3496.124756
	Iteration 59Q: 3 clusters Score -5902496 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33269 members 
Mstep: Class 2 contains 13703 members 
Entering Unmasked Estep 
Score: -5902495.500000 Penalty: 3496.124756
	Iteration 60F: 3 clusters Score -5902496 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33183 members 
Mstep: Class 2 contains 13789 members 
Entering Unmasked Estep 
Score: -5902506.000000 Penalty: 3496.124756
	Iteration 61Q: 3 clusters Score -5902506 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33098 members 
Mstep: Class 2 contains 13874 members 
Entering Unmasked Estep 
Score: -5902506.500000 Penalty: 3496.124756
	Iteration 62Q: 3 clusters Score -5902506 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33015 members 
Mstep: Class 2 contains 13957 members 
Entering Unmasked Estep 
Score: -5902517.000000 Penalty: 3496.124756
	Iteration 63Q: 3 clusters Score -5902517 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32941 members 
Mstep: Class 2 contains 14031 members 
Entering Unmasked Estep 
Score: -5902524.500000 Penalty: 3496.124756
	Iteration 64Q: 3 clusters Score -5902524 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32868 members 
Mstep: Class 2 contains 14104 members 
Entering Unmasked Estep 
Score: -5902518.500000 Penalty: 3496.124756
	Iteration 65Q: 3 clusters Score -5902518 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32800 members 
Mstep: Class 2 contains 14172 members 
Entering Unmasked Estep 
Score: -5902533.000000 Penalty: 3496.124756
	Iteration 66Q: 3 clusters Score -5902533 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32738 members 
Mstep: Class 2 contains 14234 members 
Entering Unmasked Estep 
Score: -5902548.500000 Penalty: 3496.124756
	Iteration 67Q: 3 clusters Score -5902548 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32689 members 
Mstep: Class 2 contains 14283 members 
Entering Unmasked Estep 
Score: -5902556.500000 Penalty: 3496.124756
	Iteration 68Q: 3 clusters Score -5902556 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32647 members 
Mstep: Class 2 contains 14325 members 
Entering Unmasked Estep 
Score: -5902552.000000 Penalty: 3496.124756
	Iteration 69Q: 3 clusters Score -5902552 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32607 members 
Mstep: Class 2 contains 14365 members 
Entering Unmasked Estep 
Score: -5902544.500000 Penalty: 3496.124756
	Iteration 70Q: 3 clusters Score -5902544 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32568 members 
Mstep: Class 2 contains 14404 members 
Entering Unmasked Estep 
Score: -5902553.500000 Penalty: 3496.124756
	Iteration 71Q: 3 clusters Score -5902554 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32533 members 
Mstep: Class 2 contains 14439 members 
Entering Unmasked Estep 
Score: -5902570.500000 Penalty: 3496.124756
	Iteration 72Q: 3 clusters Score -5902570 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32500 members 
Mstep: Class 2 contains 14472 members 
Entering Unmasked Estep 
Score: -5902568.500000 Penalty: 3496.124756
	Iteration 73Q: 3 clusters Score -5902568 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32480 members 
Mstep: Class 2 contains 14492 members 
Entering Unmasked Estep 
Score: -5902562.000000 Penalty: 3496.124756
	Iteration 74Q: 3 clusters Score -5902562 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32461 members 
Mstep: Class 2 contains 14511 members 
Entering Unmasked Estep 
Score: -5902552.000000 Penalty: 3496.124756
	Iteration 75Q: 3 clusters Score -5902552 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32449 members 
Mstep: Class 2 contains 14523 members 
Entering Unmasked Estep 
Score: -5902559.000000 Penalty: 3496.124756
	Iteration 76Q: 3 clusters Score -5902559 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32432 members 
Mstep: Class 2 contains 14540 members 
Entering Unmasked Estep 
Score: -5902550.500000 Penalty: 3496.124756
	Iteration 77Q: 3 clusters Score -5902550 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32416 members 
Mstep: Class 2 contains 14556 members 
Entering Unmasked Estep 
Score: -5902561.500000 Penalty: 3496.124756
	Iteration 78Q: 3 clusters Score -5902562 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32397 members 
Mstep: Class 2 contains 14575 members 
Entering Unmasked Estep 
Score: -5902559.500000 Penalty: 3496.124756
	Iteration 79Q: 3 clusters Score -5902560 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32381 members 
Mstep: Class 2 contains 14591 members 
Entering Unmasked Estep 
Score: -5902560.500000 Penalty: 3496.124756
	Iteration 80F: 3 clusters Score -5902560 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32363 members 
Mstep: Class 2 contains 14609 members 
Entering Unmasked Estep 
Score: -5902563.000000 Penalty: 3496.124756
	Iteration 81Q: 3 clusters Score -5902563 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32351 members 
Mstep: Class 2 contains 14621 members 
Entering Unmasked Estep 
Score: -5902561.000000 Penalty: 3496.124756
	Iteration 82Q: 3 clusters Score -5902561 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32344 members 
Mstep: Class 2 contains 14628 members 
Entering Unmasked Estep 
Score: -5902560.500000 Penalty: 3496.124756
	Iteration 83Q: 3 clusters Score -5902560 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32338 members 
Mstep: Class 2 contains 14634 members 
Entering Unmasked Estep 
Score: -5902559.500000 Penalty: 3496.124756
	Iteration 84Q: 3 clusters Score -5902560 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32332 members 
Mstep: Class 2 contains 14640 members 
Entering Unmasked Estep 
Score: -5902559.500000 Penalty: 3496.124756
	Iteration 85Q: 3 clusters Score -5902560 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32328 members 
Mstep: Class 2 contains 14644 members 
Entering Unmasked Estep 
Score: -5902563.000000 Penalty: 3496.124756
	Iteration 86Q: 3 clusters Score -5902563 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32324 members 
Mstep: Class 2 contains 14648 members 
Entering Unmasked Estep 
Score: -5902563.000000 Penalty: 3496.124756
	Iteration 87Q: 3 clusters Score -5902563 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32322 members 
Mstep: Class 2 contains 14650 members 
Entering Unmasked Estep 
Score: -5902566.000000 Penalty: 3496.124756
	Iteration 88Q: 3 clusters Score -5902566 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32322 members 
Mstep: Class 2 contains 14650 members 
Entering Unmasked Estep 
Score: -5902566.000000 Penalty: 3496.124756
	Iteration 89F: 3 clusters Score -5902566 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (7274 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7274 members 
Entering Unmasked Estep 
Score: -953675.875000 Penalty: 1444.959961
	Iteration 0F: 2 clusters Score -953675.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -948211.250000 Penalty: 2889.919922
	Iteration 0F: 3 clusters Score -948211.2 nChanged 3045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -949789.375000 Penalty: 2889.919922
	Iteration 1F: 3 clusters Score -949789.4 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -949982.000000 Penalty: 2889.919922
	Iteration 2F: 3 clusters Score -949982 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -950116.125000 Penalty: 2889.919922
	Iteration 3Q: 3 clusters Score -950116.1 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -950232.187500 Penalty: 2889.919922
	Iteration 4Q: 3 clusters Score -950232.2 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -950344.750000 Penalty: 2889.919922
	Iteration 5Q: 3 clusters Score -950344.8 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -950467.875000 Penalty: 2889.919922
	Iteration 6Q: 3 clusters Score -950467.9 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -950597.312500 Penalty: 2889.919922
	Iteration 7Q: 3 clusters Score -950597.3 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -950753.437500 Penalty: 2889.919922
	Iteration 8Q: 3 clusters Score -950753.4 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -950926.500000 Penalty: 2889.919922
	Iteration 9Q: 3 clusters Score -950926.5 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5660 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -951151.375000 Penalty: 2889.919922
	Iteration 10Q: 3 clusters Score -951151.4 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5973 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -951391.875000 Penalty: 2889.919922
	Iteration 11Q: 3 clusters Score -951391.9 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6253 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -951623.937500 Penalty: 2889.919922
	Iteration 12Q: 3 clusters Score -951623.9 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6488 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -951826.062500 Penalty: 2889.919922
	Iteration 13Q: 3 clusters Score -951826.1 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6685 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -952002.437500 Penalty: 2889.919922
	Iteration 14Q: 3 clusters Score -952002.4 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6818 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -952134.625000 Penalty: 2889.919922
	Iteration 15Q: 3 clusters Score -952134.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6918 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -952243.375000 Penalty: 2889.919922
	Iteration 16Q: 3 clusters Score -952243.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6972 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -952306.187500 Penalty: 2889.919922
	Iteration 17Q: 3 clusters Score -952306.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7001 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -952344.375000 Penalty: 2889.919922
	Iteration 18Q: 3 clusters Score -952344.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7026 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -952381.250000 Penalty: 2889.919922
	Iteration 19Q: 3 clusters Score -952381.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7038 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -952401.312500 Penalty: 2889.919922
	Iteration 20F: 3 clusters Score -952401.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7051 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -952417.562500 Penalty: 2889.919922
	Iteration 21Q: 3 clusters Score -952417.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7058 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -952426.750000 Penalty: 2889.919922
	Iteration 22Q: 3 clusters Score -952426.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7063 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -952436.062500 Penalty: 2889.919922
	Iteration 23Q: 3 clusters Score -952436.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7063 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -952437.312500 Penalty: 2889.919922
	Iteration 24Q: 3 clusters Score -952437.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7065 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -952439.062500 Penalty: 2889.919922
	Iteration 25Q: 3 clusters Score -952439.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7066 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -952440.125000 Penalty: 2889.919922
	Iteration 26Q: 3 clusters Score -952440.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7066 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -952440.125000 Penalty: 2889.919922
	Iteration 27F: 3 clusters Score -952440.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (7629 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7629 members 
Entering Unmasked Estep 
Score: -851665.437500 Penalty: 1452.703247
	Iteration 0F: 2 clusters Score -851665.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -846036.937500 Penalty: 2905.406494
	Iteration 0F: 3 clusters Score -846036.9 nChanged 3205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -847798.000000 Penalty: 2905.406494
	Iteration 1F: 3 clusters Score -847798 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -848152.750000 Penalty: 2905.406494
	Iteration 2F: 3 clusters Score -848152.8 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -848514.437500 Penalty: 2905.406494
	Iteration 3F: 3 clusters Score -848514.4 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -848898.250000 Penalty: 2905.406494
	Iteration 4F: 3 clusters Score -848898.2 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -849206.875000 Penalty: 2905.406494
	Iteration 5F: 3 clusters Score -849206.9 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -849461.625000 Penalty: 2905.406494
	Iteration 6F: 3 clusters Score -849461.6 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -849654.500000 Penalty: 2905.406494
	Iteration 7Q: 3 clusters Score -849654.5 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -849811.187500 Penalty: 2905.406494
	Iteration 8Q: 3 clusters Score -849811.2 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -849927.187500 Penalty: 2905.406494
	Iteration 9Q: 3 clusters Score -849927.2 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -850032.687500 Penalty: 2905.406494
	Iteration 10Q: 3 clusters Score -850032.7 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -850103.562500 Penalty: 2905.406494
	Iteration 11Q: 3 clusters Score -850103.6 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -850163.187500 Penalty: 2905.406494
	Iteration 12Q: 3 clusters Score -850163.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -850208.625000 Penalty: 2905.406494
	Iteration 13Q: 3 clusters Score -850208.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -850250.125000 Penalty: 2905.406494
	Iteration 14Q: 3 clusters Score -850250.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -850288.687500 Penalty: 2905.406494
	Iteration 15Q: 3 clusters Score -850288.7 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -850328.687500 Penalty: 2905.406494
	Iteration 16Q: 3 clusters Score -850328.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -850368.250000 Penalty: 2905.406494
	Iteration 17Q: 3 clusters Score -850368.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5167 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -850408.250000 Penalty: 2905.406494
	Iteration 18Q: 3 clusters Score -850408.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -850442.937500 Penalty: 2905.406494
	Iteration 19Q: 3 clusters Score -850442.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -850474.687500 Penalty: 2905.406494
	Iteration 20F: 3 clusters Score -850474.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -850511.562500 Penalty: 2905.406494
	Iteration 21Q: 3 clusters Score -850511.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -850553.125000 Penalty: 2905.406494
	Iteration 22Q: 3 clusters Score -850553.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -850592.625000 Penalty: 2905.406494
	Iteration 23Q: 3 clusters Score -850592.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -850639.562500 Penalty: 2905.406494
	Iteration 24Q: 3 clusters Score -850639.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -850688.250000 Penalty: 2905.406494
	Iteration 25Q: 3 clusters Score -850688.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -850735.750000 Penalty: 2905.406494
	Iteration 26Q: 3 clusters Score -850735.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -850776.625000 Penalty: 2905.406494
	Iteration 27Q: 3 clusters Score -850776.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5236 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -850798.437500 Penalty: 2905.406494
	Iteration 28Q: 3 clusters Score -850798.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -850813.125000 Penalty: 2905.406494
	Iteration 29Q: 3 clusters Score -850813.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -850826.062500 Penalty: 2905.406494
	Iteration 30Q: 3 clusters Score -850826.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -850840.437500 Penalty: 2905.406494
	Iteration 31Q: 3 clusters Score -850840.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5291 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -850856.500000 Penalty: 2905.406494
	Iteration 32Q: 3 clusters Score -850856.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -850868.062500 Penalty: 2905.406494
	Iteration 33Q: 3 clusters Score -850868.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5312 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -850875.875000 Penalty: 2905.406494
	Iteration 34Q: 3 clusters Score -850875.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5325 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -850886.500000 Penalty: 2905.406494
	Iteration 35Q: 3 clusters Score -850886.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -850895.062500 Penalty: 2905.406494
	Iteration 36Q: 3 clusters Score -850895.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -850898.000000 Penalty: 2905.406494
	Iteration 37Q: 3 clusters Score -850898 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -850904.125000 Penalty: 2905.406494
	Iteration 38Q: 3 clusters Score -850904.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5376 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -850908.187500 Penalty: 2905.406494
	Iteration 39Q: 3 clusters Score -850908.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5383 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -850911.125000 Penalty: 2905.406494
	Iteration 40F: 3 clusters Score -850911.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -850914.562500 Penalty: 2905.406494
	Iteration 41Q: 3 clusters Score -850914.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -850916.062500 Penalty: 2905.406494
	Iteration 42Q: 3 clusters Score -850916.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5390 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -850915.500000 Penalty: 2905.406494
	Iteration 43Q: 3 clusters Score -850915.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5393 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -850917.875000 Penalty: 2905.406494
	Iteration 44Q: 3 clusters Score -850917.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5396 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -850919.750000 Penalty: 2905.406494
	Iteration 45Q: 3 clusters Score -850919.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5401 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -850923.125000 Penalty: 2905.406494
	Iteration 46Q: 3 clusters Score -850923.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -850926.875000 Penalty: 2905.406494
	Iteration 47Q: 3 clusters Score -850926.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -850929.375000 Penalty: 2905.406494
	Iteration 48Q: 3 clusters Score -850929.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5419 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -850932.750000 Penalty: 2905.406494
	Iteration 49Q: 3 clusters Score -850932.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -850935.500000 Penalty: 2905.406494
	Iteration 50Q: 3 clusters Score -850935.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5426 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -850934.687500 Penalty: 2905.406494
	Iteration 51Q: 3 clusters Score -850934.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5432 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -850935.875000 Penalty: 2905.406494
	Iteration 52Q: 3 clusters Score -850935.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5432 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -850937.375000 Penalty: 2905.406494
	Iteration 53Q: 3 clusters Score -850937.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5432 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -850937.375000 Penalty: 2905.406494
	Iteration 54F: 3 clusters Score -850937.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (3378 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Entering Unmasked Estep 
Score: -406293.656250 Penalty: 1320.318848
	Iteration 0F: 2 clusters Score -406293.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -403352.968750 Penalty: 2640.637695
	Iteration 0F: 3 clusters Score -403353 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -404170.968750 Penalty: 2640.637695
	Iteration 1F: 3 clusters Score -404171 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -404413.656250 Penalty: 2640.637695
	Iteration 2F: 3 clusters Score -404413.7 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -404571.281250 Penalty: 2640.637695
	Iteration 3F: 3 clusters Score -404571.3 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -404670.343750 Penalty: 2640.637695
	Iteration 4Q: 3 clusters Score -404670.3 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -404741.562500 Penalty: 2640.637695
	Iteration 5Q: 3 clusters Score -404741.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -404805.687500 Penalty: 2640.637695
	Iteration 6Q: 3 clusters Score -404805.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -404851.906250 Penalty: 2640.637695
	Iteration 7Q: 3 clusters Score -404851.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -404890.750000 Penalty: 2640.637695
	Iteration 8Q: 3 clusters Score -404890.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -404924.343750 Penalty: 2640.637695
	Iteration 9Q: 3 clusters Score -404924.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -404952.281250 Penalty: 2640.637695
	Iteration 10Q: 3 clusters Score -404952.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -404981.781250 Penalty: 2640.637695
	Iteration 11Q: 3 clusters Score -404981.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -405003.468750 Penalty: 2640.637695
	Iteration 12Q: 3 clusters Score -405003.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -405029.875000 Penalty: 2640.637695
	Iteration 13Q: 3 clusters Score -405029.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -405053.468750 Penalty: 2640.637695
	Iteration 14Q: 3 clusters Score -405053.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -405074.250000 Penalty: 2640.637695
	Iteration 15Q: 3 clusters Score -405074.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -405103.625000 Penalty: 2640.637695
	Iteration 16Q: 3 clusters Score -405103.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -405137.750000 Penalty: 2640.637695
	Iteration 17Q: 3 clusters Score -405137.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -405170.531250 Penalty: 2640.637695
	Iteration 18Q: 3 clusters Score -405170.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -405192.625000 Penalty: 2640.637695
	Iteration 19Q: 3 clusters Score -405192.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -405217.312500 Penalty: 2640.637695
	Iteration 20F: 3 clusters Score -405217.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -405240.593750 Penalty: 2640.637695
	Iteration 21Q: 3 clusters Score -405240.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -405274.593750 Penalty: 2640.637695
	Iteration 22Q: 3 clusters Score -405274.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -405304.312500 Penalty: 2640.637695
	Iteration 23Q: 3 clusters Score -405304.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -405341.531250 Penalty: 2640.637695
	Iteration 24Q: 3 clusters Score -405341.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -405389.812500 Penalty: 2640.637695
	Iteration 25Q: 3 clusters Score -405389.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -405443.562500 Penalty: 2640.637695
	Iteration 26Q: 3 clusters Score -405443.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -405492.281250 Penalty: 2640.637695
	Iteration 27Q: 3 clusters Score -405492.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -405542.125000 Penalty: 2640.637695
	Iteration 28Q: 3 clusters Score -405542.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -405609.468750 Penalty: 2640.637695
	Iteration 29Q: 3 clusters Score -405609.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -405673.468750 Penalty: 2640.637695
	Iteration 30Q: 3 clusters Score -405673.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -405755.656250 Penalty: 2640.637695
	Iteration 31Q: 3 clusters Score -405755.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -405821.375000 Penalty: 2640.637695
	Iteration 32Q: 3 clusters Score -405821.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -405859.093750 Penalty: 2640.637695
	Iteration 33Q: 3 clusters Score -405859.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -405885.687500 Penalty: 2640.637695
	Iteration 34Q: 3 clusters Score -405885.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -405902.875000 Penalty: 2640.637695
	Iteration 35Q: 3 clusters Score -405902.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -405917.156250 Penalty: 2640.637695
	Iteration 36Q: 3 clusters Score -405917.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -405926.750000 Penalty: 2640.637695
	Iteration 37Q: 3 clusters Score -405926.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -405936.031250 Penalty: 2640.637695
	Iteration 38Q: 3 clusters Score -405936 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -405947.093750 Penalty: 2640.637695
	Iteration 39Q: 3 clusters Score -405947.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -405952.406250 Penalty: 2640.637695
	Iteration 40F: 3 clusters Score -405952.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -405958.343750 Penalty: 2640.637695
	Iteration 41Q: 3 clusters Score -405958.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -405966.750000 Penalty: 2640.637695
	Iteration 42Q: 3 clusters Score -405966.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -405972.750000 Penalty: 2640.637695
	Iteration 43Q: 3 clusters Score -405972.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -405981.343750 Penalty: 2640.637695
	Iteration 44Q: 3 clusters Score -405981.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -405990.250000 Penalty: 2640.637695
	Iteration 45Q: 3 clusters Score -405990.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -405995.468750 Penalty: 2640.637695
	Iteration 46Q: 3 clusters Score -405995.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -406004.250000 Penalty: 2640.637695
	Iteration 47Q: 3 clusters Score -406004.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -406017.843750 Penalty: 2640.637695
	Iteration 48Q: 3 clusters Score -406017.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -406035.156250 Penalty: 2640.637695
	Iteration 49Q: 3 clusters Score -406035.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -406056.468750 Penalty: 2640.637695
	Iteration 50Q: 3 clusters Score -406056.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -406081.812500 Penalty: 2640.637695
	Iteration 51Q: 3 clusters Score -406081.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -406099.875000 Penalty: 2640.637695
	Iteration 52Q: 3 clusters Score -406099.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -406109.125000 Penalty: 2640.637695
	Iteration 53Q: 3 clusters Score -406109.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -406116.968750 Penalty: 2640.637695
	Iteration 54Q: 3 clusters Score -406117 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -406122.937500 Penalty: 2640.637695
	Iteration 55Q: 3 clusters Score -406122.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -406124.250000 Penalty: 2640.637695
	Iteration 56Q: 3 clusters Score -406124.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -406126.625000 Penalty: 2640.637695
	Iteration 57Q: 3 clusters Score -406126.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -406127.375000 Penalty: 2640.637695
	Iteration 58Q: 3 clusters Score -406127.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -406127.906250 Penalty: 2640.637695
	Iteration 59Q: 3 clusters Score -406127.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -406128.687500 Penalty: 2640.637695
	Iteration 60F: 3 clusters Score -406128.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (43418 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43418 members 
Entering Unmasked Estep 
Score: -5492343.000000 Penalty: 1735.277222
	Iteration 0F: 2 clusters Score -5492343 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21799 members 
Mstep: Class 2 contains 21619 members 
Entering Unmasked Estep 
Score: -5463406.500000 Penalty: 3470.554443
	Iteration 0F: 3 clusters Score -5463406 nChanged 20132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22403 members 
Mstep: Class 2 contains 21015 members 
Entering Unmasked Estep 
Score: -5474419.000000 Penalty: 3470.554443
	Iteration 1F: 3 clusters Score -5474419 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22706 members 
Mstep: Class 2 contains 20712 members 
Entering Unmasked Estep 
Score: -5474843.500000 Penalty: 3470.554443
	Iteration 2Q: 3 clusters Score -5474844 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23145 members 
Mstep: Class 2 contains 20273 members 
Entering Unmasked Estep 
Score: -5475316.500000 Penalty: 3470.554443
	Iteration 3Q: 3 clusters Score -5475316 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23677 members 
Mstep: Class 2 contains 19741 members 
Entering Unmasked Estep 
Score: -5475890.500000 Penalty: 3470.554443
	Iteration 4Q: 3 clusters Score -5475890 nChanged 1788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24489 members 
Mstep: Class 2 contains 18929 members 
Entering Unmasked Estep 
Score: -5476665.000000 Penalty: 3470.554443
	Iteration 5Q: 3 clusters Score -5476665 nChanged 2044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25599 members 
Mstep: Class 2 contains 17819 members 
Entering Unmasked Estep 
Score: -5477772.500000 Penalty: 3470.554443
	Iteration 6Q: 3 clusters Score -5477772 nChanged 2311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27016 members 
Mstep: Class 2 contains 16402 members 
Entering Unmasked Estep 
Score: -5479110.500000 Penalty: 3470.554443
	Iteration 7F: 3 clusters Score -5479110 nChanged 2550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28864 members 
Mstep: Class 2 contains 14554 members 
Entering Unmasked Estep 
Score: -5480857.500000 Penalty: 3470.554443
	Iteration 8F: 3 clusters Score -5480858 nChanged 2624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30990 members 
Mstep: Class 2 contains 12428 members 
Entering Unmasked Estep 
Score: -5482808.000000 Penalty: 3470.554443
	Iteration 9F: 3 clusters Score -5482808 nChanged 2584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33232 members 
Mstep: Class 2 contains 10186 members 
Entering Unmasked Estep 
Score: -5484803.000000 Penalty: 3470.554443
	Iteration 10F: 3 clusters Score -5484803 nChanged 2348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35386 members 
Mstep: Class 2 contains 8032 members 
Entering Unmasked Estep 
Score: -5486846.500000 Penalty: 3470.554443
	Iteration 11F: 3 clusters Score -5486846 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37050 members 
Mstep: Class 2 contains 6368 members 
Entering Unmasked Estep 
Score: -5488592.500000 Penalty: 3470.554443
	Iteration 12Q: 3 clusters Score -5488592 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38094 members 
Mstep: Class 2 contains 5324 members 
Entering Unmasked Estep 
Score: -5489536.500000 Penalty: 3470.554443
	Iteration 13Q: 3 clusters Score -5489536 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38763 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -5489969.500000 Penalty: 3470.554443
	Iteration 14Q: 3 clusters Score -5489970 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39234 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -5490167.000000 Penalty: 3470.554443
	Iteration 15Q: 3 clusters Score -5490167 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39613 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -5490299.000000 Penalty: 3470.554443
	Iteration 16Q: 3 clusters Score -5490299 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39919 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -5490412.500000 Penalty: 3470.554443
	Iteration 17Q: 3 clusters Score -5490412 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40202 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -5490495.500000 Penalty: 3470.554443
	Iteration 18Q: 3 clusters Score -5490496 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40451 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -5490590.000000 Penalty: 3470.554443
	Iteration 19Q: 3 clusters Score -5490590 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40683 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -5490673.000000 Penalty: 3470.554443
	Iteration 20F: 3 clusters Score -5490673 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40867 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -5490766.000000 Penalty: 3470.554443
	Iteration 21Q: 3 clusters Score -5490766 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41049 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -5490810.000000 Penalty: 3470.554443
	Iteration 22Q: 3 clusters Score -5490810 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41197 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -5490865.500000 Penalty: 3470.554443
	Iteration 23Q: 3 clusters Score -5490866 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41328 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -5490925.500000 Penalty: 3470.554443
	Iteration 24Q: 3 clusters Score -5490926 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41456 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -5491006.500000 Penalty: 3470.554443
	Iteration 25Q: 3 clusters Score -5491006 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41570 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -5491083.500000 Penalty: 3470.554443
	Iteration 26Q: 3 clusters Score -5491084 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41652 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -5491145.000000 Penalty: 3470.554443
	Iteration 27Q: 3 clusters Score -5491145 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41735 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -5491212.000000 Penalty: 3470.554443
	Iteration 28Q: 3 clusters Score -5491212 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41803 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -5491277.500000 Penalty: 3470.554443
	Iteration 29Q: 3 clusters Score -5491278 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41854 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -5491338.000000 Penalty: 3470.554443
	Iteration 30Q: 3 clusters Score -5491338 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41889 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -5491388.500000 Penalty: 3470.554443
	Iteration 31Q: 3 clusters Score -5491388 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41899 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -5491429.000000 Penalty: 3470.554443
	Iteration 32Q: 3 clusters Score -5491429 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41898 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -5491489.500000 Penalty: 3470.554443
	Iteration 33Q: 3 clusters Score -5491490 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41892 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -5491526.000000 Penalty: 3470.554443
	Iteration 34Q: 3 clusters Score -5491526 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41892 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -5491554.000000 Penalty: 3470.554443
	Iteration 35Q: 3 clusters Score -5491554 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41890 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -5491568.500000 Penalty: 3470.554443
	Iteration 36Q: 3 clusters Score -5491568 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41879 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -5491585.000000 Penalty: 3470.554443
	Iteration 37Q: 3 clusters Score -5491585 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41860 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -5491591.500000 Penalty: 3470.554443
	Iteration 38Q: 3 clusters Score -5491592 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41856 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -5491596.000000 Penalty: 3470.554443
	Iteration 39Q: 3 clusters Score -5491596 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41852 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -5491600.500000 Penalty: 3470.554443
	Iteration 40F: 3 clusters Score -5491600 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41841 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -5491606.000000 Penalty: 3470.554443
	Iteration 41Q: 3 clusters Score -5491606 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41832 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -5491624.500000 Penalty: 3470.554443
	Iteration 42Q: 3 clusters Score -5491624 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41820 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -5491626.500000 Penalty: 3470.554443
	Iteration 43Q: 3 clusters Score -5491626 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41813 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -5491629.500000 Penalty: 3470.554443
	Iteration 44Q: 3 clusters Score -5491630 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41810 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -5491639.500000 Penalty: 3470.554443
	Iteration 45Q: 3 clusters Score -5491640 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41802 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -5491644.500000 Penalty: 3470.554443
	Iteration 46Q: 3 clusters Score -5491644 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41806 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -5491649.500000 Penalty: 3470.554443
	Iteration 47Q: 3 clusters Score -5491650 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41800 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -5491655.500000 Penalty: 3470.554443
	Iteration 48Q: 3 clusters Score -5491656 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41796 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -5491663.000000 Penalty: 3470.554443
	Iteration 49Q: 3 clusters Score -5491663 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41787 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -5491677.000000 Penalty: 3470.554443
	Iteration 50Q: 3 clusters Score -5491677 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41778 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -5491684.000000 Penalty: 3470.554443
	Iteration 51Q: 3 clusters Score -5491684 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41778 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -5491687.500000 Penalty: 3470.554443
	Iteration 52Q: 3 clusters Score -5491688 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41774 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -5491684.000000 Penalty: 3470.554443
	Iteration 53Q: 3 clusters Score -5491684 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41767 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -5491676.500000 Penalty: 3470.554443
	Iteration 54Q: 3 clusters Score -5491676 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41767 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -5491684.000000 Penalty: 3470.554443
	Iteration 55Q: 3 clusters Score -5491684 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41767 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -5491683.500000 Penalty: 3470.554443
	Iteration 56Q: 3 clusters Score -5491684 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41765 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -5491682.000000 Penalty: 3470.554443
	Iteration 57Q: 3 clusters Score -5491682 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41765 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -5491683.000000 Penalty: 3470.554443
	Iteration 58Q: 3 clusters Score -5491683 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41763 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -5491684.000000 Penalty: 3470.554443
	Iteration 59Q: 3 clusters Score -5491684 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41762 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -5491680.500000 Penalty: 3470.554443
	Iteration 60F: 3 clusters Score -5491680 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (41528 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41528 members 
Entering Unmasked Estep 
Score: -5241380.500000 Penalty: 1728.044922
	Iteration 0F: 2 clusters Score -5241380 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20924 members 
Mstep: Class 2 contains 20604 members 
Entering Unmasked Estep 
Score: -5213336.000000 Penalty: 3456.089844
	Iteration 0F: 3 clusters Score -5213336 nChanged 19431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22853 members 
Mstep: Class 2 contains 18675 members 
Entering Unmasked Estep 
Score: -5224519.500000 Penalty: 3456.089844
	Iteration 1F: 3 clusters Score -5224520 nChanged 2078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24187 members 
Mstep: Class 2 contains 17341 members 
Entering Unmasked Estep 
Score: -5225430.000000 Penalty: 3456.089844
	Iteration 2F: 3 clusters Score -5225430 nChanged 2469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26108 members 
Mstep: Class 2 contains 15420 members 
Entering Unmasked Estep 
Score: -5226750.500000 Penalty: 3456.089844
	Iteration 3F: 3 clusters Score -5226750 nChanged 2962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28712 members 
Mstep: Class 2 contains 12816 members 
Entering Unmasked Estep 
Score: -5228664.500000 Penalty: 3456.089844
	Iteration 4F: 3 clusters Score -5228664 nChanged 3235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31743 members 
Mstep: Class 2 contains 9785 members 
Entering Unmasked Estep 
Score: -5231115.000000 Penalty: 3456.089844
	Iteration 5F: 3 clusters Score -5231115 nChanged 3151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34802 members 
Mstep: Class 2 contains 6726 members 
Entering Unmasked Estep 
Score: -5233896.500000 Penalty: 3456.089844
	Iteration 6F: 3 clusters Score -5233896 nChanged 2746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37514 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -5236434.000000 Penalty: 3456.089844
	Iteration 7F: 3 clusters Score -5236434 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39354 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -5238139.500000 Penalty: 3456.089844
	Iteration 8Q: 3 clusters Score -5238140 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40391 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -5239060.500000 Penalty: 3456.089844
	Iteration 9Q: 3 clusters Score -5239060 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40876 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -5239501.500000 Penalty: 3456.089844
	Iteration 10Q: 3 clusters Score -5239502 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41069 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -5239729.500000 Penalty: 3456.089844
	Iteration 11Q: 3 clusters Score -5239730 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41160 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -5239818.000000 Penalty: 3456.089844
	Iteration 12Q: 3 clusters Score -5239818 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41205 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -5239873.000000 Penalty: 3456.089844
	Iteration 13Q: 3 clusters Score -5239873 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41231 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -5239905.000000 Penalty: 3456.089844
	Iteration 14Q: 3 clusters Score -5239905 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41240 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -5239935.000000 Penalty: 3456.089844
	Iteration 15Q: 3 clusters Score -5239935 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41245 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -5239957.000000 Penalty: 3456.089844
	Iteration 16Q: 3 clusters Score -5239957 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41246 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -5239967.000000 Penalty: 3456.089844
	Iteration 17Q: 3 clusters Score -5239967 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41249 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -5239968.000000 Penalty: 3456.089844
	Iteration 18Q: 3 clusters Score -5239968 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41251 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -5239965.000000 Penalty: 3456.089844
	Iteration 19Q: 3 clusters Score -5239965 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41255 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -5239966.500000 Penalty: 3456.089844
	Iteration 20F: 3 clusters Score -5239966 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41254 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -5239971.500000 Penalty: 3456.089844
	Iteration 21Q: 3 clusters Score -5239972 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41255 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -5239975.500000 Penalty: 3456.089844
	Iteration 22Q: 3 clusters Score -5239976 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41256 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -5239976.500000 Penalty: 3456.089844
	Iteration 23Q: 3 clusters Score -5239976 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41256 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -5239976.500000 Penalty: 3456.089844
	Iteration 24F: 3 clusters Score -5239976 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (8438 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8438 members 
Entering Unmasked Estep 
Score: -1055953.625000 Penalty: 1469.081299
	Iteration 0F: 2 clusters Score -1055954 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -1049781.250000 Penalty: 2938.162598
	Iteration 0F: 3 clusters Score -1049781 nChanged 3629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -1051776.750000 Penalty: 2938.162598
	Iteration 1F: 3 clusters Score -1051777 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -1052079.750000 Penalty: 2938.162598
	Iteration 2F: 3 clusters Score -1052080 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -1052395.000000 Penalty: 2938.162598
	Iteration 3F: 3 clusters Score -1052395 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -1052707.125000 Penalty: 2938.162598
	Iteration 4F: 3 clusters Score -1052707 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -1052996.500000 Penalty: 2938.162598
	Iteration 5F: 3 clusters Score -1052996 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 5059 members 
Entering Unmasked Estep 
Score: -1053202.500000 Penalty: 2938.162598
	Iteration 6Q: 3 clusters Score -1053202 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 5267 members 
Entering Unmasked Estep 
Score: -1053380.500000 Penalty: 2938.162598
	Iteration 7Q: 3 clusters Score -1053380 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 5484 members 
Entering Unmasked Estep 
Score: -1053532.750000 Penalty: 2938.162598
	Iteration 8Q: 3 clusters Score -1053533 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 5707 members 
Entering Unmasked Estep 
Score: -1053663.375000 Penalty: 2938.162598
	Iteration 9Q: 3 clusters Score -1053663 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 5933 members 
Entering Unmasked Estep 
Score: -1053780.625000 Penalty: 2938.162598
	Iteration 10Q: 3 clusters Score -1053781 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 6145 members 
Entering Unmasked Estep 
Score: -1053901.250000 Penalty: 2938.162598
	Iteration 11Q: 3 clusters Score -1053901 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 6378 members 
Entering Unmasked Estep 
Score: -1054014.375000 Penalty: 2938.162598
	Iteration 12Q: 3 clusters Score -1054014 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 6591 members 
Entering Unmasked Estep 
Score: -1054130.625000 Penalty: 2938.162598
	Iteration 13Q: 3 clusters Score -1054131 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 6786 members 
Entering Unmasked Estep 
Score: -1054232.875000 Penalty: 2938.162598
	Iteration 14Q: 3 clusters Score -1054233 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 6974 members 
Entering Unmasked Estep 
Score: -1054334.000000 Penalty: 2938.162598
	Iteration 15Q: 3 clusters Score -1054334 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 7136 members 
Entering Unmasked Estep 
Score: -1054410.125000 Penalty: 2938.162598
	Iteration 16Q: 3 clusters Score -1054410 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 7263 members 
Entering Unmasked Estep 
Score: -1054471.625000 Penalty: 2938.162598
	Iteration 17Q: 3 clusters Score -1054472 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 7354 members 
Entering Unmasked Estep 
Score: -1054510.500000 Penalty: 2938.162598
	Iteration 18Q: 3 clusters Score -1054510 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 7439 members 
Entering Unmasked Estep 
Score: -1054546.250000 Penalty: 2938.162598
	Iteration 19Q: 3 clusters Score -1054546 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 7512 members 
Entering Unmasked Estep 
Score: -1054575.125000 Penalty: 2938.162598
	Iteration 20F: 3 clusters Score -1054575 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 7570 members 
Entering Unmasked Estep 
Score: -1054602.000000 Penalty: 2938.162598
	Iteration 21Q: 3 clusters Score -1054602 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 7620 members 
Entering Unmasked Estep 
Score: -1054625.125000 Penalty: 2938.162598
	Iteration 22Q: 3 clusters Score -1054625 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 7656 members 
Entering Unmasked Estep 
Score: -1054640.000000 Penalty: 2938.162598
	Iteration 23Q: 3 clusters Score -1054640 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 7700 members 
Entering Unmasked Estep 
Score: -1054656.375000 Penalty: 2938.162598
	Iteration 24Q: 3 clusters Score -1054656 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 7730 members 
Entering Unmasked Estep 
Score: -1054669.625000 Penalty: 2938.162598
	Iteration 25Q: 3 clusters Score -1054670 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 7754 members 
Entering Unmasked Estep 
Score: -1054678.500000 Penalty: 2938.162598
	Iteration 26Q: 3 clusters Score -1054678 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 7778 members 
Entering Unmasked Estep 
Score: -1054692.625000 Penalty: 2938.162598
	Iteration 27Q: 3 clusters Score -1054693 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 7793 members 
Entering Unmasked Estep 
Score: -1054700.250000 Penalty: 2938.162598
	Iteration 28Q: 3 clusters Score -1054700 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 7809 members 
Entering Unmasked Estep 
Score: -1054705.875000 Penalty: 2938.162598
	Iteration 29Q: 3 clusters Score -1054706 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 7823 members 
Entering Unmasked Estep 
Score: -1054711.500000 Penalty: 2938.162598
	Iteration 30Q: 3 clusters Score -1054712 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 7833 members 
Entering Unmasked Estep 
Score: -1054711.625000 Penalty: 2938.162598
	Iteration 31Q: 3 clusters Score -1054712 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 7846 members 
Entering Unmasked Estep 
Score: -1054716.875000 Penalty: 2938.162598
	Iteration 32Q: 3 clusters Score -1054717 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 7853 members 
Entering Unmasked Estep 
Score: -1054721.000000 Penalty: 2938.162598
	Iteration 33Q: 3 clusters Score -1054721 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 7862 members 
Entering Unmasked Estep 
Score: -1054723.875000 Penalty: 2938.162598
	Iteration 34Q: 3 clusters Score -1054724 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 7872 members 
Entering Unmasked Estep 
Score: -1054727.750000 Penalty: 2938.162598
	Iteration 35Q: 3 clusters Score -1054728 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 7883 members 
Entering Unmasked Estep 
Score: -1054733.625000 Penalty: 2938.162598
	Iteration 36Q: 3 clusters Score -1054734 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 7891 members 
Entering Unmasked Estep 
Score: -1054739.375000 Penalty: 2938.162598
	Iteration 37Q: 3 clusters Score -1054739 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 7897 members 
Entering Unmasked Estep 
Score: -1054742.000000 Penalty: 2938.162598
	Iteration 38Q: 3 clusters Score -1054742 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 7904 members 
Entering Unmasked Estep 
Score: -1054743.000000 Penalty: 2938.162598
	Iteration 39Q: 3 clusters Score -1054743 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 7912 members 
Entering Unmasked Estep 
Score: -1054751.125000 Penalty: 2938.162598
	Iteration 40F: 3 clusters Score -1054751 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 7916 members 
Entering Unmasked Estep 
Score: -1054753.000000 Penalty: 2938.162598
	Iteration 41Q: 3 clusters Score -1054753 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 7921 members 
Entering Unmasked Estep 
Score: -1054755.500000 Penalty: 2938.162598
	Iteration 42Q: 3 clusters Score -1054756 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 7925 members 
Entering Unmasked Estep 
Score: -1054754.875000 Penalty: 2938.162598
	Iteration 43Q: 3 clusters Score -1054755 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 7930 members 
Entering Unmasked Estep 
Score: -1054756.125000 Penalty: 2938.162598
	Iteration 44Q: 3 clusters Score -1054756 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 7937 members 
Entering Unmasked Estep 
Score: -1054760.750000 Penalty: 2938.162598
	Iteration 45Q: 3 clusters Score -1054761 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 7945 members 
Entering Unmasked Estep 
Score: -1054763.750000 Penalty: 2938.162598
	Iteration 46Q: 3 clusters Score -1054764 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 7951 members 
Entering Unmasked Estep 
Score: -1054768.500000 Penalty: 2938.162598
	Iteration 47Q: 3 clusters Score -1054768 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 7957 members 
Entering Unmasked Estep 
Score: -1054772.250000 Penalty: 2938.162598
	Iteration 48Q: 3 clusters Score -1054772 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 7967 members 
Entering Unmasked Estep 
Score: -1054776.625000 Penalty: 2938.162598
	Iteration 49Q: 3 clusters Score -1054777 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 7971 members 
Entering Unmasked Estep 
Score: -1054777.875000 Penalty: 2938.162598
	Iteration 50Q: 3 clusters Score -1054778 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 7976 members 
Entering Unmasked Estep 
Score: -1054782.125000 Penalty: 2938.162598
	Iteration 51Q: 3 clusters Score -1054782 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 7977 members 
Entering Unmasked Estep 
Score: -1054781.250000 Penalty: 2938.162598
	Iteration 52Q: 3 clusters Score -1054781 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 7977 members 
Entering Unmasked Estep 
Score: -1054781.250000 Penalty: 2938.162598
	Iteration 53F: 3 clusters Score -1054781 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (4402 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Entering Unmasked Estep 
Score: -537535.625000 Penalty: 1363.344849
	Iteration 0F: 2 clusters Score -537535.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -533943.312500 Penalty: 2726.689697
	Iteration 0F: 3 clusters Score -533943.3 nChanged 1768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -535012.312500 Penalty: 2726.689697
	Iteration 1F: 3 clusters Score -535012.3 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -535250.187500 Penalty: 2726.689697
	Iteration 2F: 3 clusters Score -535250.2 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -535449.437500 Penalty: 2726.689697
	Iteration 3F: 3 clusters Score -535449.4 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -535628.562500 Penalty: 2726.689697
	Iteration 4F: 3 clusters Score -535628.6 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -535791.250000 Penalty: 2726.689697
	Iteration 5Q: 3 clusters Score -535791.2 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -535917.062500 Penalty: 2726.689697
	Iteration 6Q: 3 clusters Score -535917.1 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -536025.312500 Penalty: 2726.689697
	Iteration 7Q: 3 clusters Score -536025.3 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -536126.937500 Penalty: 2726.689697
	Iteration 8Q: 3 clusters Score -536126.9 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -536228.875000 Penalty: 2726.689697
	Iteration 9Q: 3 clusters Score -536228.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -536301.250000 Penalty: 2726.689697
	Iteration 10Q: 3 clusters Score -536301.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -536371.500000 Penalty: 2726.689697
	Iteration 11Q: 3 clusters Score -536371.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -536421.375000 Penalty: 2726.689697
	Iteration 12Q: 3 clusters Score -536421.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -536449.625000 Penalty: 2726.689697
	Iteration 13Q: 3 clusters Score -536449.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -536475.000000 Penalty: 2726.689697
	Iteration 14Q: 3 clusters Score -536475 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -536491.125000 Penalty: 2726.689697
	Iteration 15Q: 3 clusters Score -536491.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -536502.000000 Penalty: 2726.689697
	Iteration 16Q: 3 clusters Score -536502 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -536511.500000 Penalty: 2726.689697
	Iteration 17Q: 3 clusters Score -536511.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -536516.312500 Penalty: 2726.689697
	Iteration 18Q: 3 clusters Score -536516.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -536522.500000 Penalty: 2726.689697
	Iteration 19Q: 3 clusters Score -536522.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -536526.750000 Penalty: 2726.689697
	Iteration 20F: 3 clusters Score -536526.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -536528.562500 Penalty: 2726.689697
	Iteration 21Q: 3 clusters Score -536528.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -536530.375000 Penalty: 2726.689697
	Iteration 22Q: 3 clusters Score -536530.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -536532.125000 Penalty: 2726.689697
	Iteration 23Q: 3 clusters Score -536532.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -536533.250000 Penalty: 2726.689697
	Iteration 24Q: 3 clusters Score -536533.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -536534.125000 Penalty: 2726.689697
	Iteration 25Q: 3 clusters Score -536534.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -536534.437500 Penalty: 2726.689697
	Iteration 26Q: 3 clusters Score -536534.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -536534.562500 Penalty: 2726.689697
	Iteration 27Q: 3 clusters Score -536534.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -536534.562500 Penalty: 2726.689697
	Iteration 28F: 3 clusters Score -536534.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (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: -405335.750000 Penalty: 1313.440552
	Iteration 0F: 2 clusters Score -405335.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -402473.593750 Penalty: 2626.881104
	Iteration 0F: 3 clusters Score -402473.6 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -403129.312500 Penalty: 2626.881104
	Iteration 1F: 3 clusters Score -403129.3 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -403249.750000 Penalty: 2626.881104
	Iteration 2F: 3 clusters Score -403249.8 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -403330.093750 Penalty: 2626.881104
	Iteration 3F: 3 clusters Score -403330.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -403380.843750 Penalty: 2626.881104
	Iteration 4Q: 3 clusters Score -403380.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -403416.625000 Penalty: 2626.881104
	Iteration 5Q: 3 clusters Score -403416.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -403438.000000 Penalty: 2626.881104
	Iteration 6Q: 3 clusters Score -403438 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -403459.250000 Penalty: 2626.881104
	Iteration 7Q: 3 clusters Score -403459.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -403480.437500 Penalty: 2626.881104
	Iteration 8Q: 3 clusters Score -403480.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -403496.687500 Penalty: 2626.881104
	Iteration 9Q: 3 clusters Score -403496.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -403509.906250 Penalty: 2626.881104
	Iteration 10Q: 3 clusters Score -403509.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -403522.937500 Penalty: 2626.881104
	Iteration 11Q: 3 clusters Score -403522.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -403536.812500 Penalty: 2626.881104
	Iteration 12Q: 3 clusters Score -403536.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -403548.500000 Penalty: 2626.881104
	Iteration 13Q: 3 clusters Score -403548.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -403565.250000 Penalty: 2626.881104
	Iteration 14Q: 3 clusters Score -403565.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -403581.906250 Penalty: 2626.881104
	Iteration 15Q: 3 clusters Score -403581.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -403594.312500 Penalty: 2626.881104
	Iteration 16Q: 3 clusters Score -403594.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -403608.687500 Penalty: 2626.881104
	Iteration 17Q: 3 clusters Score -403608.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -403622.406250 Penalty: 2626.881104
	Iteration 18Q: 3 clusters Score -403622.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -403634.125000 Penalty: 2626.881104
	Iteration 19Q: 3 clusters Score -403634.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -403641.781250 Penalty: 2626.881104
	Iteration 20F: 3 clusters Score -403641.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -403653.687500 Penalty: 2626.881104
	Iteration 21Q: 3 clusters Score -403653.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -403667.093750 Penalty: 2626.881104
	Iteration 22Q: 3 clusters Score -403667.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -403691.843750 Penalty: 2626.881104
	Iteration 23Q: 3 clusters Score -403691.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -403729.000000 Penalty: 2626.881104
	Iteration 24Q: 3 clusters Score -403729 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -403784.937500 Penalty: 2626.881104
	Iteration 25Q: 3 clusters Score -403784.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -403837.187500 Penalty: 2626.881104
	Iteration 26Q: 3 clusters Score -403837.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -403901.687500 Penalty: 2626.881104
	Iteration 27Q: 3 clusters Score -403901.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -403984.062500 Penalty: 2626.881104
	Iteration 28Q: 3 clusters Score -403984.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -404066.500000 Penalty: 2626.881104
	Iteration 29Q: 3 clusters Score -404066.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -404150.812500 Penalty: 2626.881104
	Iteration 30Q: 3 clusters Score -404150.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -404208.437500 Penalty: 2626.881104
	Iteration 31Q: 3 clusters Score -404208.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -404259.468750 Penalty: 2626.881104
	Iteration 32Q: 3 clusters Score -404259.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -404303.843750 Penalty: 2626.881104
	Iteration 33Q: 3 clusters Score -404303.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -404340.375000 Penalty: 2626.881104
	Iteration 34Q: 3 clusters Score -404340.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -404365.812500 Penalty: 2626.881104
	Iteration 35Q: 3 clusters Score -404365.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -404397.000000 Penalty: 2626.881104
	Iteration 36Q: 3 clusters Score -404397 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -404432.812500 Penalty: 2626.881104
	Iteration 37Q: 3 clusters Score -404432.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -404459.406250 Penalty: 2626.881104
	Iteration 38Q: 3 clusters Score -404459.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -404480.000000 Penalty: 2626.881104
	Iteration 39Q: 3 clusters Score -404480 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -404505.156250 Penalty: 2626.881104
	Iteration 40F: 3 clusters Score -404505.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -404530.843750 Penalty: 2626.881104
	Iteration 41Q: 3 clusters Score -404530.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -404554.937500 Penalty: 2626.881104
	Iteration 42Q: 3 clusters Score -404554.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -404582.500000 Penalty: 2626.881104
	Iteration 43Q: 3 clusters Score -404582.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -404610.312500 Penalty: 2626.881104
	Iteration 44Q: 3 clusters Score -404610.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -404637.187500 Penalty: 2626.881104
	Iteration 45Q: 3 clusters Score -404637.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -404656.406250 Penalty: 2626.881104
	Iteration 46Q: 3 clusters Score -404656.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -404672.437500 Penalty: 2626.881104
	Iteration 47Q: 3 clusters Score -404672.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -404689.000000 Penalty: 2626.881104
	Iteration 48Q: 3 clusters Score -404689 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -404704.125000 Penalty: 2626.881104
	Iteration 49Q: 3 clusters Score -404704.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -404716.781250 Penalty: 2626.881104
	Iteration 50Q: 3 clusters Score -404716.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -404726.468750 Penalty: 2626.881104
	Iteration 51Q: 3 clusters Score -404726.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -404736.750000 Penalty: 2626.881104
	Iteration 52Q: 3 clusters Score -404736.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -404744.781250 Penalty: 2626.881104
	Iteration 53Q: 3 clusters Score -404744.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -404751.968750 Penalty: 2626.881104
	Iteration 54Q: 3 clusters Score -404752 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -404761.500000 Penalty: 2626.881104
	Iteration 55Q: 3 clusters Score -404761.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -404776.031250 Penalty: 2626.881104
	Iteration 56Q: 3 clusters Score -404776 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -404791.125000 Penalty: 2626.881104
	Iteration 57Q: 3 clusters Score -404791.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -404806.218750 Penalty: 2626.881104
	Iteration 58Q: 3 clusters Score -404806.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -404814.500000 Penalty: 2626.881104
	Iteration 59Q: 3 clusters Score -404814.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -404822.250000 Penalty: 2626.881104
	Iteration 60F: 3 clusters Score -404822.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -404827.500000 Penalty: 2626.881104
	Iteration 61Q: 3 clusters Score -404827.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -404832.906250 Penalty: 2626.881104
	Iteration 62Q: 3 clusters Score -404832.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -404839.875000 Penalty: 2626.881104
	Iteration 63Q: 3 clusters Score -404839.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -404847.156250 Penalty: 2626.881104
	Iteration 64Q: 3 clusters Score -404847.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -404852.031250 Penalty: 2626.881104
	Iteration 65Q: 3 clusters Score -404852 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -404853.312500 Penalty: 2626.881104
	Iteration 66Q: 3 clusters Score -404853.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -404855.187500 Penalty: 2626.881104
	Iteration 67Q: 3 clusters Score -404855.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -404859.468750 Penalty: 2626.881104
	Iteration 68Q: 3 clusters Score -404859.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -404862.281250 Penalty: 2626.881104
	Iteration 69Q: 3 clusters Score -404862.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -404864.781250 Penalty: 2626.881104
	Iteration 70Q: 3 clusters Score -404864.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -404867.750000 Penalty: 2626.881104
	Iteration 71Q: 3 clusters Score -404867.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -404874.343750 Penalty: 2626.881104
	Iteration 72Q: 3 clusters Score -404874.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -404880.375000 Penalty: 2626.881104
	Iteration 73Q: 3 clusters Score -404880.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -404883.562500 Penalty: 2626.881104
	Iteration 74Q: 3 clusters Score -404883.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -404886.593750 Penalty: 2626.881104
	Iteration 75Q: 3 clusters Score -404886.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -404887.468750 Penalty: 2626.881104
	Iteration 76Q: 3 clusters Score -404887.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -404888.375000 Penalty: 2626.881104
	Iteration 77Q: 3 clusters Score -404888.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -404890.625000 Penalty: 2626.881104
	Iteration 78Q: 3 clusters Score -404890.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -404892.187500 Penalty: 2626.881104
	Iteration 79Q: 3 clusters Score -404892.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -404893.062500 Penalty: 2626.881104
	Iteration 80F: 3 clusters Score -404893.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -404895.718750 Penalty: 2626.881104
	Iteration 81Q: 3 clusters Score -404895.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -404899.000000 Penalty: 2626.881104
	Iteration 82Q: 3 clusters Score -404899 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -404901.187500 Penalty: 2626.881104
	Iteration 83Q: 3 clusters Score -404901.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -404900.687500 Penalty: 2626.881104
	Iteration 84Q: 3 clusters Score -404900.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -404902.125000 Penalty: 2626.881104
	Iteration 85Q: 3 clusters Score -404902.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -404902.687500 Penalty: 2626.881104
	Iteration 86Q: 3 clusters Score -404902.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -404905.406250 Penalty: 2626.881104
	Iteration 87Q: 3 clusters Score -404905.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -404908.562500 Penalty: 2626.881104
	Iteration 88Q: 3 clusters Score -404908.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -404911.062500 Penalty: 2626.881104
	Iteration 89Q: 3 clusters Score -404911.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -404913.093750 Penalty: 2626.881104
	Iteration 90Q: 3 clusters Score -404913.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -404915.031250 Penalty: 2626.881104
	Iteration 91Q: 3 clusters Score -404915 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -404916.593750 Penalty: 2626.881104
	Iteration 92Q: 3 clusters Score -404916.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -404916.218750 Penalty: 2626.881104
	Iteration 93Q: 3 clusters Score -404916.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -404916.218750 Penalty: 2626.881104
	Iteration 94F: 3 clusters Score -404916.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (15743 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15743 members 
Entering Unmasked Estep 
Score: -1946156.250000 Penalty: 1570.424561
	Iteration 0F: 2 clusters Score -1946156 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7861 members 
Mstep: Class 2 contains 7882 members 
Entering Unmasked Estep 
Score: -1935336.625000 Penalty: 3140.849121
	Iteration 0F: 3 clusters Score -1935337 nChanged 7025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7828 members 
Mstep: Class 2 contains 7915 members 
Entering Unmasked Estep 
Score: -1939116.250000 Penalty: 3140.849121
	Iteration 1F: 3 clusters Score -1939116 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7774 members 
Mstep: Class 2 contains 7969 members 
Entering Unmasked Estep 
Score: -1939498.875000 Penalty: 3140.849121
	Iteration 2F: 3 clusters Score -1939499 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7690 members 
Mstep: Class 2 contains 8053 members 
Entering Unmasked Estep 
Score: -1939850.875000 Penalty: 3140.849121
	Iteration 3F: 3 clusters Score -1939851 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7548 members 
Mstep: Class 2 contains 8195 members 
Entering Unmasked Estep 
Score: -1940229.750000 Penalty: 3140.849121
	Iteration 4Q: 3 clusters Score -1940230 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7337 members 
Mstep: Class 2 contains 8406 members 
Entering Unmasked Estep 
Score: -1940716.500000 Penalty: 3140.849121
	Iteration 5F: 3 clusters Score -1940716 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7006 members 
Mstep: Class 2 contains 8737 members 
Entering Unmasked Estep 
Score: -1941291.875000 Penalty: 3140.849121
	Iteration 6F: 3 clusters Score -1941292 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6624 members 
Mstep: Class 2 contains 9119 members 
Entering Unmasked Estep 
Score: -1941896.375000 Penalty: 3140.849121
	Iteration 7F: 3 clusters Score -1941896 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6280 members 
Mstep: Class 2 contains 9463 members 
Entering Unmasked Estep 
Score: -1942431.250000 Penalty: 3140.849121
	Iteration 8F: 3 clusters Score -1942431 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5997 members 
Mstep: Class 2 contains 9746 members 
Entering Unmasked Estep 
Score: -1942851.000000 Penalty: 3140.849121
	Iteration 9Q: 3 clusters Score -1942851 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5760 members 
Mstep: Class 2 contains 9983 members 
Entering Unmasked Estep 
Score: -1943168.375000 Penalty: 3140.849121
	Iteration 10Q: 3 clusters Score -1943168 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5567 members 
Mstep: Class 2 contains 10176 members 
Entering Unmasked Estep 
Score: -1943382.250000 Penalty: 3140.849121
	Iteration 11Q: 3 clusters Score -1943382 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5390 members 
Mstep: Class 2 contains 10353 members 
Entering Unmasked Estep 
Score: -1943503.750000 Penalty: 3140.849121
	Iteration 12Q: 3 clusters Score -1943504 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 10500 members 
Entering Unmasked Estep 
Score: -1943588.875000 Penalty: 3140.849121
	Iteration 13Q: 3 clusters Score -1943589 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5121 members 
Mstep: Class 2 contains 10622 members 
Entering Unmasked Estep 
Score: -1943656.500000 Penalty: 3140.849121
	Iteration 14Q: 3 clusters Score -1943656 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 10729 members 
Entering Unmasked Estep 
Score: -1943696.250000 Penalty: 3140.849121
	Iteration 15Q: 3 clusters Score -1943696 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 10843 members 
Entering Unmasked Estep 
Score: -1943729.000000 Penalty: 3140.849121
	Iteration 16Q: 3 clusters Score -1943729 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 10925 members 
Entering Unmasked Estep 
Score: -1943754.125000 Penalty: 3140.849121
	Iteration 17Q: 3 clusters Score -1943754 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 11013 members 
Entering Unmasked Estep 
Score: -1943779.250000 Penalty: 3140.849121
	Iteration 18Q: 3 clusters Score -1943779 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 11106 members 
Entering Unmasked Estep 
Score: -1943802.500000 Penalty: 3140.849121
	Iteration 19Q: 3 clusters Score -1943802 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 11230 members 
Entering Unmasked Estep 
Score: -1943836.625000 Penalty: 3140.849121
	Iteration 20F: 3 clusters Score -1943837 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 11363 members 
Entering Unmasked Estep 
Score: -1943866.625000 Penalty: 3140.849121
	Iteration 21Q: 3 clusters Score -1943867 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 11516 members 
Entering Unmasked Estep 
Score: -1943917.125000 Penalty: 3140.849121
	Iteration 22Q: 3 clusters Score -1943917 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 11678 members 
Entering Unmasked Estep 
Score: -1943964.750000 Penalty: 3140.849121
	Iteration 23Q: 3 clusters Score -1943965 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 11850 members 
Entering Unmasked Estep 
Score: -1944023.125000 Penalty: 3140.849121
	Iteration 24Q: 3 clusters Score -1944023 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 12005 members 
Entering Unmasked Estep 
Score: -1944065.875000 Penalty: 3140.849121
	Iteration 25Q: 3 clusters Score -1944066 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 12159 members 
Entering Unmasked Estep 
Score: -1944124.625000 Penalty: 3140.849121
	Iteration 26Q: 3 clusters Score -1944125 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 12331 members 
Entering Unmasked Estep 
Score: -1944189.000000 Penalty: 3140.849121
	Iteration 27Q: 3 clusters Score -1944189 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 12541 members 
Entering Unmasked Estep 
Score: -1944283.250000 Penalty: 3140.849121
	Iteration 28Q: 3 clusters Score -1944283 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 12791 members 
Entering Unmasked Estep 
Score: -1944397.375000 Penalty: 3140.849121
	Iteration 29Q: 3 clusters Score -1944397 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 13044 members 
Entering Unmasked Estep 
Score: -1944520.875000 Penalty: 3140.849121
	Iteration 30Q: 3 clusters Score -1944521 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 13305 members 
Entering Unmasked Estep 
Score: -1944658.125000 Penalty: 3140.849121
	Iteration 31Q: 3 clusters Score -1944658 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 13526 members 
Entering Unmasked Estep 
Score: -1944782.875000 Penalty: 3140.849121
	Iteration 32Q: 3 clusters Score -1944783 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 13727 members 
Entering Unmasked Estep 
Score: -1944900.250000 Penalty: 3140.849121
	Iteration 33Q: 3 clusters Score -1944900 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 13921 members 
Entering Unmasked Estep 
Score: -1945025.500000 Penalty: 3140.849121
	Iteration 34Q: 3 clusters Score -1945026 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 14095 members 
Entering Unmasked Estep 
Score: -1945134.000000 Penalty: 3140.849121
	Iteration 35Q: 3 clusters Score -1945134 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 14232 members 
Entering Unmasked Estep 
Score: -1945216.750000 Penalty: 3140.849121
	Iteration 36Q: 3 clusters Score -1945217 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 14356 members 
Entering Unmasked Estep 
Score: -1945297.000000 Penalty: 3140.849121
	Iteration 37Q: 3 clusters Score -1945297 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 14450 members 
Entering Unmasked Estep 
Score: -1945379.875000 Penalty: 3140.849121
	Iteration 38Q: 3 clusters Score -1945380 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 14526 members 
Entering Unmasked Estep 
Score: -1945429.500000 Penalty: 3140.849121
	Iteration 39Q: 3 clusters Score -1945430 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 14583 members 
Entering Unmasked Estep 
Score: -1945487.250000 Penalty: 3140.849121
	Iteration 40F: 3 clusters Score -1945487 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 14634 members 
Entering Unmasked Estep 
Score: -1945538.500000 Penalty: 3140.849121
	Iteration 41Q: 3 clusters Score -1945538 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 14681 members 
Entering Unmasked Estep 
Score: -1945593.625000 Penalty: 3140.849121
	Iteration 42Q: 3 clusters Score -1945594 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 14712 members 
Entering Unmasked Estep 
Score: -1945634.625000 Penalty: 3140.849121
	Iteration 43Q: 3 clusters Score -1945635 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 14745 members 
Entering Unmasked Estep 
Score: -1945678.375000 Penalty: 3140.849121
	Iteration 44Q: 3 clusters Score -1945678 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 14769 members 
Entering Unmasked Estep 
Score: -1945710.750000 Penalty: 3140.849121
	Iteration 45Q: 3 clusters Score -1945711 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 14781 members 
Entering Unmasked Estep 
Score: -1945735.250000 Penalty: 3140.849121
	Iteration 46Q: 3 clusters Score -1945735 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 14796 members 
Entering Unmasked Estep 
Score: -1945751.500000 Penalty: 3140.849121
	Iteration 47Q: 3 clusters Score -1945752 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 14802 members 
Entering Unmasked Estep 
Score: -1945771.750000 Penalty: 3140.849121
	Iteration 48Q: 3 clusters Score -1945772 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 14804 members 
Entering Unmasked Estep 
Score: -1945791.000000 Penalty: 3140.849121
	Iteration 49Q: 3 clusters Score -1945791 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 14807 members 
Entering Unmasked Estep 
Score: -1945807.500000 Penalty: 3140.849121
	Iteration 50Q: 3 clusters Score -1945808 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 14818 members 
Entering Unmasked Estep 
Score: -1945822.250000 Penalty: 3140.849121
	Iteration 51Q: 3 clusters Score -1945822 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 14831 members 
Entering Unmasked Estep 
Score: -1945832.875000 Penalty: 3140.849121
	Iteration 52Q: 3 clusters Score -1945833 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 14836 members 
Entering Unmasked Estep 
Score: -1945842.750000 Penalty: 3140.849121
	Iteration 53Q: 3 clusters Score -1945843 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 14839 members 
Entering Unmasked Estep 
Score: -1945850.000000 Penalty: 3140.849121
	Iteration 54Q: 3 clusters Score -1945850 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 14837 members 
Entering Unmasked Estep 
Score: -1945856.500000 Penalty: 3140.849121
	Iteration 55Q: 3 clusters Score -1945856 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 14841 members 
Entering Unmasked Estep 
Score: -1945857.500000 Penalty: 3140.849121
	Iteration 56Q: 3 clusters Score -1945858 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 14846 members 
Entering Unmasked Estep 
Score: -1945862.375000 Penalty: 3140.849121
	Iteration 57Q: 3 clusters Score -1945862 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 14844 members 
Entering Unmasked Estep 
Score: -1945863.250000 Penalty: 3140.849121
	Iteration 58Q: 3 clusters Score -1945863 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 14844 members 
Entering Unmasked Estep 
Score: -1945864.000000 Penalty: 3140.849121
	Iteration 59Q: 3 clusters Score -1945864 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 14844 members 
Entering Unmasked Estep 
Score: -1945867.000000 Penalty: 3140.849121
	Iteration 60F: 3 clusters Score -1945867 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 14840 members 
Entering Unmasked Estep 
Score: -1945871.625000 Penalty: 3140.849121
	Iteration 61Q: 3 clusters Score -1945872 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 14836 members 
Entering Unmasked Estep 
Score: -1945872.125000 Penalty: 3140.849121
	Iteration 62Q: 3 clusters Score -1945872 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 14832 members 
Entering Unmasked Estep 
Score: -1945878.250000 Penalty: 3140.849121
	Iteration 63Q: 3 clusters Score -1945878 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 14830 members 
Entering Unmasked Estep 
Score: -1945875.750000 Penalty: 3140.849121
	Iteration 64Q: 3 clusters Score -1945876 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 14830 members 
Entering Unmasked Estep 
Score: -1945879.125000 Penalty: 3140.849121
	Iteration 65Q: 3 clusters Score -1945879 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 14832 members 
Entering Unmasked Estep 
Score: -1945879.625000 Penalty: 3140.849121
	Iteration 66Q: 3 clusters Score -1945880 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 14833 members 
Entering Unmasked Estep 
Score: -1945878.375000 Penalty: 3140.849121
	Iteration 67Q: 3 clusters Score -1945878 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 14834 members 
Entering Unmasked Estep 
Score: -1945876.875000 Penalty: 3140.849121
	Iteration 68Q: 3 clusters Score -1945877 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 14834 members 
Entering Unmasked Estep 
Score: -1945876.875000 Penalty: 3140.849121
	Iteration 69F: 3 clusters Score -1945877 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (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: -63818.277344 Penalty: 1038.958496
	Iteration 0F: 2 clusters Score -63818.28 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 313 members 
Entering Unmasked Estep 
Score: -62727.765625 Penalty: 2077.916992
	Iteration 0F: 3 clusters Score -62727.77 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -63023.019531 Penalty: 2077.916992
	Iteration 1F: 3 clusters Score -63023.02 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -63145.625000 Penalty: 2077.916992
	Iteration 2F: 3 clusters Score -63145.62 nChanged 39
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: -63269.742188 Penalty: 2077.916992
	Iteration 3F: 3 clusters Score -63269.74 nChanged 28
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: -63439.785156 Penalty: 2077.916992
	Iteration 4Q: 3 clusters Score -63439.79 nChanged 28
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: -63548.207031 Penalty: 2077.916992
	Iteration 5Q: 3 clusters Score -63548.21 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -63627.558594 Penalty: 2077.916992
	Iteration 6F: 3 clusters Score -63627.56 nChanged 13
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: -63652.785156 Penalty: 2077.916992
	Iteration 7Q: 3 clusters Score -63652.79 nChanged 8
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: -63671.656250 Penalty: 2077.916992
	Iteration 8Q: 3 clusters Score -63671.66 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -63677.304688 Penalty: 2077.916992
	Iteration 9Q: 3 clusters Score -63677.3 nChanged 3
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: -63681.703125 Penalty: 2077.916992
	Iteration 10Q: 3 clusters Score -63681.7 nChanged 3
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: -63688.332031 Penalty: 2077.916992
	Iteration 11Q: 3 clusters Score -63688.33 nChanged 4
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: -63695.656250 Penalty: 2077.916992
	Iteration 12Q: 3 clusters Score -63695.66 nChanged 4
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: -63703.152344 Penalty: 2077.916992
	Iteration 13Q: 3 clusters Score -63703.15 nChanged 4
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: -63726.539062 Penalty: 2077.916992
	Iteration 14Q: 3 clusters Score -63726.54 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -63744.871094 Penalty: 2077.916992
	Iteration 15Q: 3 clusters Score -63744.87 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -63757.851562 Penalty: 2077.916992
	Iteration 16Q: 3 clusters Score -63757.85 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -63763.613281 Penalty: 2077.916992
	Iteration 17Q: 3 clusters Score -63763.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -63765.269531 Penalty: 2077.916992
	Iteration 18Q: 3 clusters Score -63765.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -63765.269531 Penalty: 2077.916992
	Iteration 19F: 3 clusters Score -63765.27 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (3768 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Entering Unmasked Estep 
Score: -448184.437500 Penalty: 1338.073730
	Iteration 0F: 2 clusters Score -448184.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -444956.562500 Penalty: 2676.147461
	Iteration 0F: 3 clusters Score -444956.6 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -445798.562500 Penalty: 2676.147461
	Iteration 1F: 3 clusters Score -445798.6 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -446017.812500 Penalty: 2676.147461
	Iteration 2F: 3 clusters Score -446017.8 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -446209.937500 Penalty: 2676.147461
	Iteration 3F: 3 clusters Score -446209.9 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -446419.031250 Penalty: 2676.147461
	Iteration 4F: 3 clusters Score -446419 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -446620.156250 Penalty: 2676.147461
	Iteration 5F: 3 clusters Score -446620.2 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -446787.875000 Penalty: 2676.147461
	Iteration 6F: 3 clusters Score -446787.9 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -446908.750000 Penalty: 2676.147461
	Iteration 7Q: 3 clusters Score -446908.8 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -447008.531250 Penalty: 2676.147461
	Iteration 8Q: 3 clusters Score -447008.5 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -447088.281250 Penalty: 2676.147461
	Iteration 9Q: 3 clusters Score -447088.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -447152.531250 Penalty: 2676.147461
	Iteration 10Q: 3 clusters Score -447152.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -447214.625000 Penalty: 2676.147461
	Iteration 11Q: 3 clusters Score -447214.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -447260.843750 Penalty: 2676.147461
	Iteration 12Q: 3 clusters Score -447260.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -447296.500000 Penalty: 2676.147461
	Iteration 13Q: 3 clusters Score -447296.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -447316.218750 Penalty: 2676.147461
	Iteration 14Q: 3 clusters Score -447316.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -447330.937500 Penalty: 2676.147461
	Iteration 15Q: 3 clusters Score -447330.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -447339.437500 Penalty: 2676.147461
	Iteration 16Q: 3 clusters Score -447339.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -447353.125000 Penalty: 2676.147461
	Iteration 17Q: 3 clusters Score -447353.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -447360.718750 Penalty: 2676.147461
	Iteration 18Q: 3 clusters Score -447360.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -447365.156250 Penalty: 2676.147461
	Iteration 19Q: 3 clusters Score -447365.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -447368.218750 Penalty: 2676.147461
	Iteration 20F: 3 clusters Score -447368.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -447372.218750 Penalty: 2676.147461
	Iteration 21Q: 3 clusters Score -447372.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -447377.843750 Penalty: 2676.147461
	Iteration 22Q: 3 clusters Score -447377.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -447380.656250 Penalty: 2676.147461
	Iteration 23Q: 3 clusters Score -447380.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -447383.593750 Penalty: 2676.147461
	Iteration 24Q: 3 clusters Score -447383.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -447385.937500 Penalty: 2676.147461
	Iteration 25Q: 3 clusters Score -447385.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -447387.468750 Penalty: 2676.147461
	Iteration 26Q: 3 clusters Score -447387.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -447389.125000 Penalty: 2676.147461
	Iteration 27Q: 3 clusters Score -447389.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -447389.187500 Penalty: 2676.147461
	Iteration 28Q: 3 clusters Score -447389.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -447390.656250 Penalty: 2676.147461
	Iteration 29Q: 3 clusters Score -447390.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -447390.875000 Penalty: 2676.147461
	Iteration 30Q: 3 clusters Score -447390.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -447390.406250 Penalty: 2676.147461
	Iteration 31Q: 3 clusters Score -447390.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -447391.062500 Penalty: 2676.147461
	Iteration 32Q: 3 clusters Score -447391.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -447391.875000 Penalty: 2676.147461
	Iteration 33Q: 3 clusters Score -447391.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -447391.875000 Penalty: 2676.147461
	Iteration 34F: 3 clusters Score -447391.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (12539 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12539 members 
Entering Unmasked Estep 
Score: -1598849.875000 Penalty: 1533.447266
	Iteration 0F: 2 clusters Score -1598850 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6301 members 
Mstep: Class 2 contains 6238 members 
Entering Unmasked Estep 
Score: -1590052.375000 Penalty: 3066.894531
	Iteration 0F: 3 clusters Score -1590052 nChanged 5441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6438 members 
Mstep: Class 2 contains 6101 members 
Entering Unmasked Estep 
Score: -1592999.625000 Penalty: 3066.894531
	Iteration 1F: 3 clusters Score -1593000 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6541 members 
Mstep: Class 2 contains 5998 members 
Entering Unmasked Estep 
Score: -1593287.875000 Penalty: 3066.894531
	Iteration 2F: 3 clusters Score -1593288 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6707 members 
Mstep: Class 2 contains 5832 members 
Entering Unmasked Estep 
Score: -1593541.625000 Penalty: 3066.894531
	Iteration 3Q: 3 clusters Score -1593542 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6880 members 
Mstep: Class 2 contains 5659 members 
Entering Unmasked Estep 
Score: -1593753.000000 Penalty: 3066.894531
	Iteration 4Q: 3 clusters Score -1593753 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7107 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
Score: -1593977.250000 Penalty: 3066.894531
	Iteration 5Q: 3 clusters Score -1593977 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7345 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
Score: -1594205.125000 Penalty: 3066.894531
	Iteration 6Q: 3 clusters Score -1594205 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7635 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -1594472.375000 Penalty: 3066.894531
	Iteration 7Q: 3 clusters Score -1594472 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7948 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -1594724.500000 Penalty: 3066.894531
	Iteration 8Q: 3 clusters Score -1594724 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8320 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -1595015.750000 Penalty: 3066.894531
	Iteration 9Q: 3 clusters Score -1595016 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8729 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -1595321.500000 Penalty: 3066.894531
	Iteration 10Q: 3 clusters Score -1595322 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9179 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -1595656.750000 Penalty: 3066.894531
	Iteration 11Q: 3 clusters Score -1595657 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9645 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -1595983.375000 Penalty: 3066.894531
	Iteration 12Q: 3 clusters Score -1595983 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10088 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -1596315.000000 Penalty: 3066.894531
	Iteration 13Q: 3 clusters Score -1596315 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10491 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -1596614.500000 Penalty: 3066.894531
	Iteration 14Q: 3 clusters Score -1596614 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10818 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -1596851.500000 Penalty: 3066.894531
	Iteration 15Q: 3 clusters Score -1596852 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11084 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -1597041.000000 Penalty: 3066.894531
	Iteration 16Q: 3 clusters Score -1597041 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11286 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -1597179.375000 Penalty: 3066.894531
	Iteration 17Q: 3 clusters Score -1597179 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11449 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -1597302.125000 Penalty: 3066.894531
	Iteration 18Q: 3 clusters Score -1597302 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11580 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -1597390.625000 Penalty: 3066.894531
	Iteration 19Q: 3 clusters Score -1597391 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11671 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -1597460.625000 Penalty: 3066.894531
	Iteration 20F: 3 clusters Score -1597461 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11726 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -1597502.875000 Penalty: 3066.894531
	Iteration 21Q: 3 clusters Score -1597503 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11764 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -1597528.625000 Penalty: 3066.894531
	Iteration 22Q: 3 clusters Score -1597529 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11800 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -1597555.500000 Penalty: 3066.894531
	Iteration 23Q: 3 clusters Score -1597556 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11826 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -1597581.000000 Penalty: 3066.894531
	Iteration 24Q: 3 clusters Score -1597581 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11852 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -1597606.625000 Penalty: 3066.894531
	Iteration 25Q: 3 clusters Score -1597607 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11882 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -1597629.750000 Penalty: 3066.894531
	Iteration 26Q: 3 clusters Score -1597630 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11906 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -1597641.375000 Penalty: 3066.894531
	Iteration 27Q: 3 clusters Score -1597641 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11921 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -1597649.375000 Penalty: 3066.894531
	Iteration 28Q: 3 clusters Score -1597649 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11932 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -1597653.250000 Penalty: 3066.894531
	Iteration 29Q: 3 clusters Score -1597653 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11944 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -1597662.375000 Penalty: 3066.894531
	Iteration 30Q: 3 clusters Score -1597662 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11949 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -1597665.000000 Penalty: 3066.894531
	Iteration 31Q: 3 clusters Score -1597665 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11957 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -1597668.000000 Penalty: 3066.894531
	Iteration 32Q: 3 clusters Score -1597668 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11963 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -1597668.500000 Penalty: 3066.894531
	Iteration 33Q: 3 clusters Score -1597668 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11966 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -1597672.125000 Penalty: 3066.894531
	Iteration 34Q: 3 clusters Score -1597672 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11970 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -1597676.000000 Penalty: 3066.894531
	Iteration 35Q: 3 clusters Score -1597676 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11975 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -1597677.875000 Penalty: 3066.894531
	Iteration 36Q: 3 clusters Score -1597678 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11978 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -1597678.250000 Penalty: 3066.894531
	Iteration 37Q: 3 clusters Score -1597678 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11982 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -1597682.250000 Penalty: 3066.894531
	Iteration 38Q: 3 clusters Score -1597682 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11985 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -1597681.125000 Penalty: 3066.894531
	Iteration 39Q: 3 clusters Score -1597681 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11989 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -1597685.625000 Penalty: 3066.894531
	Iteration 40F: 3 clusters Score -1597686 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11994 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -1597686.375000 Penalty: 3066.894531
	Iteration 41Q: 3 clusters Score -1597686 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11995 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -1597684.750000 Penalty: 3066.894531
	Iteration 42Q: 3 clusters Score -1597685 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11995 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -1597685.625000 Penalty: 3066.894531
	Iteration 43Q: 3 clusters Score -1597686 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11995 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -1597685.625000 Penalty: 3066.894531
	Iteration 44F: 3 clusters Score -1597686 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (13945 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13945 members 
Entering Unmasked Estep 
Score: -1768492.250000 Penalty: 1550.717407
	Iteration 0F: 2 clusters Score -1768492 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6921 members 
Mstep: Class 2 contains 7024 members 
Entering Unmasked Estep 
Score: -1758846.625000 Penalty: 3101.434814
	Iteration 0F: 3 clusters Score -1758847 nChanged 6077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6762 members 
Mstep: Class 2 contains 7183 members 
Entering Unmasked Estep 
Score: -1762072.875000 Penalty: 3101.434814
	Iteration 1F: 3 clusters Score -1762073 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6630 members 
Mstep: Class 2 contains 7315 members 
Entering Unmasked Estep 
Score: -1762358.375000 Penalty: 3101.434814
	Iteration 2F: 3 clusters Score -1762358 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6467 members 
Mstep: Class 2 contains 7478 members 
Entering Unmasked Estep 
Score: -1762596.250000 Penalty: 3101.434814
	Iteration 3Q: 3 clusters Score -1762596 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6266 members 
Mstep: Class 2 contains 7679 members 
Entering Unmasked Estep 
Score: -1762851.375000 Penalty: 3101.434814
	Iteration 4Q: 3 clusters Score -1762851 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6004 members 
Mstep: Class 2 contains 7941 members 
Entering Unmasked Estep 
Score: -1763111.000000 Penalty: 3101.434814
	Iteration 5Q: 3 clusters Score -1763111 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5684 members 
Mstep: Class 2 contains 8261 members 
Entering Unmasked Estep 
Score: -1763415.125000 Penalty: 3101.434814
	Iteration 6Q: 3 clusters Score -1763415 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 8605 members 
Entering Unmasked Estep 
Score: -1763749.125000 Penalty: 3101.434814
	Iteration 7Q: 3 clusters Score -1763749 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 8973 members 
Entering Unmasked Estep 
Score: -1764086.000000 Penalty: 3101.434814
	Iteration 8Q: 3 clusters Score -1764086 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 9363 members 
Entering Unmasked Estep 
Score: -1764488.875000 Penalty: 3101.434814
	Iteration 9Q: 3 clusters Score -1764489 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 9761 members 
Entering Unmasked Estep 
Score: -1764940.625000 Penalty: 3101.434814
	Iteration 10Q: 3 clusters Score -1764941 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 10125 members 
Entering Unmasked Estep 
Score: -1765468.125000 Penalty: 3101.434814
	Iteration 11Q: 3 clusters Score -1765468 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 10423 members 
Entering Unmasked Estep 
Score: -1766075.125000 Penalty: 3101.434814
	Iteration 12Q: 3 clusters Score -1766075 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 10610 members 
Entering Unmasked Estep 
Score: -1766700.375000 Penalty: 3101.434814
	Iteration 13Q: 3 clusters Score -1766700 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 10653 members 
Entering Unmasked Estep 
Score: -1767211.875000 Penalty: 3101.434814
	Iteration 14Q: 3 clusters Score -1767212 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 10604 members 
Entering Unmasked Estep 
Score: -1767568.125000 Penalty: 3101.434814
	Iteration 15Q: 3 clusters Score -1767568 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 10528 members 
Entering Unmasked Estep 
Score: -1767794.750000 Penalty: 3101.434814
	Iteration 16Q: 3 clusters Score -1767795 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 10422 members 
Entering Unmasked Estep 
Score: -1767953.625000 Penalty: 3101.434814
	Iteration 17Q: 3 clusters Score -1767954 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 10314 members 
Entering Unmasked Estep 
Score: -1768062.250000 Penalty: 3101.434814
	Iteration 18Q: 3 clusters Score -1768062 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 10210 members 
Entering Unmasked Estep 
Score: -1768127.500000 Penalty: 3101.434814
	Iteration 19Q: 3 clusters Score -1768128 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 10121 members 
Entering Unmasked Estep 
Score: -1768170.125000 Penalty: 3101.434814
	Iteration 20F: 3 clusters Score -1768170 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 10035 members 
Entering Unmasked Estep 
Score: -1768203.000000 Penalty: 3101.434814
	Iteration 21Q: 3 clusters Score -1768203 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 9967 members 
Entering Unmasked Estep 
Score: -1768221.875000 Penalty: 3101.434814
	Iteration 22Q: 3 clusters Score -1768222 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 9921 members 
Entering Unmasked Estep 
Score: -1768232.875000 Penalty: 3101.434814
	Iteration 23Q: 3 clusters Score -1768233 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 9893 members 
Entering Unmasked Estep 
Score: -1768236.000000 Penalty: 3101.434814
	Iteration 24Q: 3 clusters Score -1768236 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 9878 members 
Entering Unmasked Estep 
Score: -1768238.125000 Penalty: 3101.434814
	Iteration 25Q: 3 clusters Score -1768238 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 9865 members 
Entering Unmasked Estep 
Score: -1768242.000000 Penalty: 3101.434814
	Iteration 26Q: 3 clusters Score -1768242 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 9862 members 
Entering Unmasked Estep 
Score: -1768241.500000 Penalty: 3101.434814
	Iteration 27Q: 3 clusters Score -1768242 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 9860 members 
Entering Unmasked Estep 
Score: -1768241.125000 Penalty: 3101.434814
	Iteration 28Q: 3 clusters Score -1768241 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 9859 members 
Entering Unmasked Estep 
Score: -1768239.250000 Penalty: 3101.434814
	Iteration 29Q: 3 clusters Score -1768239 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 9859 members 
Entering Unmasked Estep 
Score: -1768239.250000 Penalty: 3101.434814
	Iteration 30F: 3 clusters Score -1768239 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (32168 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32168 members 
Entering Unmasked Estep 
Score: -4096671.250000 Penalty: 1686.543335
	Iteration 0F: 2 clusters Score -4096671 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16110 members 
Mstep: Class 2 contains 16058 members 
Entering Unmasked Estep 
Score: -4075087.750000 Penalty: 3373.086670
	Iteration 0F: 3 clusters Score -4075088 nChanged 14876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16234 members 
Mstep: Class 2 contains 15934 members 
Entering Unmasked Estep 
Score: -4083768.250000 Penalty: 3373.086670
	Iteration 1F: 3 clusters Score -4083768 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16084 members 
Mstep: Class 2 contains 16084 members 
Entering Unmasked Estep 
Score: -4084808.750000 Penalty: 3373.086670
	Iteration 2F: 3 clusters Score -4084809 nChanged 2020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15738 members 
Mstep: Class 2 contains 16430 members 
Entering Unmasked Estep 
Score: -4086375.250000 Penalty: 3373.086670
	Iteration 3F: 3 clusters Score -4086375 nChanged 2400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15152 members 
Mstep: Class 2 contains 17016 members 
Entering Unmasked Estep 
Score: -4088479.250000 Penalty: 3373.086670
	Iteration 4F: 3 clusters Score -4088479 nChanged 2583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14551 members 
Mstep: Class 2 contains 17617 members 
Entering Unmasked Estep 
Score: -4090961.750000 Penalty: 3373.086670
	Iteration 5F: 3 clusters Score -4090962 nChanged 2445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13962 members 
Mstep: Class 2 contains 18206 members 
Entering Unmasked Estep 
Score: -4093074.500000 Penalty: 3373.086670
	Iteration 6F: 3 clusters Score -4093074 nChanged 2102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13410 members 
Mstep: Class 2 contains 18758 members 
Entering Unmasked Estep 
Score: -4094544.000000 Penalty: 3373.086670
	Iteration 7F: 3 clusters Score -4094544 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12866 members 
Mstep: Class 2 contains 19302 members 
Entering Unmasked Estep 
Score: -4095435.500000 Penalty: 3373.086670
	Iteration 8Q: 3 clusters Score -4095436 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12338 members 
Mstep: Class 2 contains 19830 members 
Entering Unmasked Estep 
Score: -4096061.750000 Penalty: 3373.086670
	Iteration 9Q: 3 clusters Score -4096062 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11783 members 
Mstep: Class 2 contains 20385 members 
Entering Unmasked Estep 
Score: -4096552.750000 Penalty: 3373.086670
	Iteration 10Q: 3 clusters Score -4096553 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11232 members 
Mstep: Class 2 contains 20936 members 
Entering Unmasked Estep 
Score: -4096971.250000 Penalty: 3373.086670
	Iteration 11Q: 3 clusters Score -4096971 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10707 members 
Mstep: Class 2 contains 21461 members 
Entering Unmasked Estep 
Score: -4097312.750000 Penalty: 3373.086670
	Iteration 12Q: 3 clusters Score -4097313 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10207 members 
Mstep: Class 2 contains 21961 members 
Entering Unmasked Estep 
Score: -4097604.000000 Penalty: 3373.086670
	Iteration 13Q: 3 clusters Score -4097604 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9732 members 
Mstep: Class 2 contains 22436 members 
Entering Unmasked Estep 
Score: -4097834.250000 Penalty: 3373.086670
	Iteration 14Q: 3 clusters Score -4097834 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9277 members 
Mstep: Class 2 contains 22891 members 
Entering Unmasked Estep 
Score: -4098062.750000 Penalty: 3373.086670
	Iteration 15Q: 3 clusters Score -4098063 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8840 members 
Mstep: Class 2 contains 23328 members 
Entering Unmasked Estep 
Score: -4098262.750000 Penalty: 3373.086670
	Iteration 16Q: 3 clusters Score -4098263 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8413 members 
Mstep: Class 2 contains 23755 members 
Entering Unmasked Estep 
Score: -4098430.750000 Penalty: 3373.086670
	Iteration 17Q: 3 clusters Score -4098431 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8032 members 
Mstep: Class 2 contains 24136 members 
Entering Unmasked Estep 
Score: -4098625.750000 Penalty: 3373.086670
	Iteration 18Q: 3 clusters Score -4098626 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7661 members 
Mstep: Class 2 contains 24507 members 
Entering Unmasked Estep 
Score: -4098793.750000 Penalty: 3373.086670
	Iteration 19Q: 3 clusters Score -4098794 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7317 members 
Mstep: Class 2 contains 24851 members 
Entering Unmasked Estep 
Score: -4098926.000000 Penalty: 3373.086670
	Iteration 20F: 3 clusters Score -4098926 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6975 members 
Mstep: Class 2 contains 25193 members 
Entering Unmasked Estep 
Score: -4099075.500000 Penalty: 3373.086670
	Iteration 21Q: 3 clusters Score -4099076 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6628 members 
Mstep: Class 2 contains 25540 members 
Entering Unmasked Estep 
Score: -4099221.500000 Penalty: 3373.086670
	Iteration 22Q: 3 clusters Score -4099222 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6317 members 
Mstep: Class 2 contains 25851 members 
Entering Unmasked Estep 
Score: -4099363.750000 Penalty: 3373.086670
	Iteration 23Q: 3 clusters Score -4099364 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6014 members 
Mstep: Class 2 contains 26154 members 
Entering Unmasked Estep 
Score: -4099523.000000 Penalty: 3373.086670
	Iteration 24Q: 3 clusters Score -4099523 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5735 members 
Mstep: Class 2 contains 26433 members 
Entering Unmasked Estep 
Score: -4099684.250000 Penalty: 3373.086670
	Iteration 25Q: 3 clusters Score -4099684 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5499 members 
Mstep: Class 2 contains 26669 members 
Entering Unmasked Estep 
Score: -4099828.000000 Penalty: 3373.086670
	Iteration 26Q: 3 clusters Score -4099828 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 26874 members 
Entering Unmasked Estep 
Score: -4099919.000000 Penalty: 3373.086670
	Iteration 27Q: 3 clusters Score -4099919 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 27030 members 
Entering Unmasked Estep 
Score: -4099967.250000 Penalty: 3373.086670
	Iteration 28Q: 3 clusters Score -4099967 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5017 members 
Mstep: Class 2 contains 27151 members 
Entering Unmasked Estep 
Score: -4100006.000000 Penalty: 3373.086670
	Iteration 29Q: 3 clusters Score -4100006 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 27226 members 
Entering Unmasked Estep 
Score: -4100017.750000 Penalty: 3373.086670
	Iteration 30Q: 3 clusters Score -4100018 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 27278 members 
Entering Unmasked Estep 
Score: -4100025.000000 Penalty: 3373.086670
	Iteration 31Q: 3 clusters Score -4100025 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 27311 members 
Entering Unmasked Estep 
Score: -4100020.000000 Penalty: 3373.086670
	Iteration 32Q: 3 clusters Score -4100020 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 27329 members 
Entering Unmasked Estep 
Score: -4100025.750000 Penalty: 3373.086670
	Iteration 33Q: 3 clusters Score -4100026 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 27337 members 
Entering Unmasked Estep 
Score: -4100025.250000 Penalty: 3373.086670
	Iteration 34Q: 3 clusters Score -4100025 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 27341 members 
Entering Unmasked Estep 
Score: -4100028.000000 Penalty: 3373.086670
	Iteration 35Q: 3 clusters Score -4100028 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 27345 members 
Entering Unmasked Estep 
Score: -4100027.500000 Penalty: 3373.086670
	Iteration 36Q: 3 clusters Score -4100028 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 27349 members 
Entering Unmasked Estep 
Score: -4100029.250000 Penalty: 3373.086670
	Iteration 37Q: 3 clusters Score -4100029 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 27350 members 
Entering Unmasked Estep 
Score: -4100028.750000 Penalty: 3373.086670
	Iteration 38Q: 3 clusters Score -4100029 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 27352 members 
Entering Unmasked Estep 
Score: -4100028.000000 Penalty: 3373.086670
	Iteration 39Q: 3 clusters Score -4100028 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 27355 members 
Entering Unmasked Estep 
Score: -4100029.750000 Penalty: 3373.086670
	Iteration 40F: 3 clusters Score -4100030 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 27356 members 
Entering Unmasked Estep 
Score: -4100028.500000 Penalty: 3373.086670
	Iteration 41Q: 3 clusters Score -4100028 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 27358 members 
Entering Unmasked Estep 
Score: -4100033.500000 Penalty: 3373.086670
	Iteration 42Q: 3 clusters Score -4100034 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 27360 members 
Entering Unmasked Estep 
Score: -4100034.250000 Penalty: 3373.086670
	Iteration 43Q: 3 clusters Score -4100034 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 27364 members 
Entering Unmasked Estep 
Score: -4100033.500000 Penalty: 3373.086670
	Iteration 44Q: 3 clusters Score -4100034 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 27367 members 
Entering Unmasked Estep 
Score: -4100036.250000 Penalty: 3373.086670
	Iteration 45Q: 3 clusters Score -4100036 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 27371 members 
Entering Unmasked Estep 
Score: -4100031.250000 Penalty: 3373.086670
	Iteration 46Q: 3 clusters Score -4100031 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 27376 members 
Entering Unmasked Estep 
Score: -4100033.750000 Penalty: 3373.086670
	Iteration 47Q: 3 clusters Score -4100034 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 27376 members 
Entering Unmasked Estep 
Score: -4100033.750000 Penalty: 3373.086670
	Iteration 48F: 3 clusters Score -4100034 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 48609 members 
Mstep: Class 2 contains 2768 members 
Mstep: Class 3 contains 1822 members 
Mstep: Class 4 contains 3316 members 
Mstep: Class 5 contains 12734 members 
Mstep: Class 6 contains 729 members 
Mstep: Class 7 contains 556 members 
Mstep: Class 8 contains 8314 members 
Mstep: Class 9 contains 14072 members 
Mstep: Class 10 contains 124784 members 
Mstep: Class 11 contains 2394 members 
Mstep: Class 12 contains 75292 members 
Mstep: Class 13 contains 18952 members 
Mstep: Class 14 contains 77559 members 
Mstep: Class 15 contains 2203 members 
Mstep: Class 16 contains 17982 members 
Mstep: Class 17 contains 9411 members 
Mstep: Class 18 contains 18073 members 
Mstep: Class 19 contains 46972 members 
Mstep: Class 20 contains 7274 members 
Mstep: Class 21 contains 7629 members 
Mstep: Class 22 contains 3378 members 
Mstep: Class 23 contains 43418 members 
Mstep: Class 24 contains 41528 members 
Mstep: Class 25 contains 8438 members 
Mstep: Class 26 contains 4402 members 
Mstep: Class 27 contains 3238 members 
Mstep: Class 28 contains 15743 members 
Mstep: Class 29 contains 598 members 
Mstep: Class 30 contains 3768 members 
Mstep: Class 31 contains 12539 members 
Mstep: Class 32 contains 13945 members 
Mstep: Class 33 contains 4792 members 
Mstep: Class 34 contains 10279 members 
Mstep: Class 35 contains 2340 members 
Mstep: Class 36 contains 13524 members 
Mstep: Class 37 contains 3351 members 
Mstep: Class 38 contains 12864 members 
Mstep: Class 39 contains 26639 members 
Mstep: Class 40 contains 28501 members 
Mstep: Class 41 contains 1214 members 
Mstep: Class 42 contains 23179 members 
Mstep: Class 43 contains 3986 members 
Mstep: Class 44 contains 2946 members 
Mstep: Class 45 contains 5216 members 
Mstep: Class 46 contains 1933 members 
Mstep: Class 47 contains 27376 members 
Entering Unmasked Estep 
Score: -100263232.000000 Penalty: 104006.164062
Splitting cluster 33 changes total score from -100256408.000000 to -100263232.000000
So it's getting split into cluster 47.
Entering ConstructFrom: 
Trying to split cluster 34 (10279 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10279 members 
Entering Unmasked Estep 
Score: -1302628.375000 Penalty: 1501.151855
	Iteration 0F: 2 clusters Score -1302628 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 5154 members 
Entering Unmasked Estep 
Score: -1295333.375000 Penalty: 3002.303711
	Iteration 0F: 3 clusters Score -1295333 nChanged 4435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5268 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -1298450.000000 Penalty: 3002.303711
	Iteration 1F: 3 clusters Score -1298450 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -1299201.125000 Penalty: 3002.303711
	Iteration 2F: 3 clusters Score -1299201 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6296 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -1299860.875000 Penalty: 3002.303711
	Iteration 3F: 3 clusters Score -1299861 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7012 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -1300554.875000 Penalty: 3002.303711
	Iteration 4F: 3 clusters Score -1300555 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7656 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -1301223.250000 Penalty: 3002.303711
	Iteration 5F: 3 clusters Score -1301223 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8205 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -1301801.750000 Penalty: 3002.303711
	Iteration 6F: 3 clusters Score -1301802 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8572 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -1302155.750000 Penalty: 3002.303711
	Iteration 7Q: 3 clusters Score -1302156 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8798 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -1302333.875000 Penalty: 3002.303711
	Iteration 8Q: 3 clusters Score -1302334 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8960 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -1302454.000000 Penalty: 3002.303711
	Iteration 9Q: 3 clusters Score -1302454 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9096 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -1302552.000000 Penalty: 3002.303711
	Iteration 10Q: 3 clusters Score -1302552 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9202 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -1302633.250000 Penalty: 3002.303711
	Iteration 11Q: 3 clusters Score -1302633 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9294 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -1302712.250000 Penalty: 3002.303711
	Iteration 12Q: 3 clusters Score -1302712 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9368 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -1302764.875000 Penalty: 3002.303711
	Iteration 13Q: 3 clusters Score -1302765 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9414 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -1302801.500000 Penalty: 3002.303711
	Iteration 14Q: 3 clusters Score -1302802 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9467 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -1302854.250000 Penalty: 3002.303711
	Iteration 15Q: 3 clusters Score -1302854 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9511 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -1302887.500000 Penalty: 3002.303711
	Iteration 16Q: 3 clusters Score -1302888 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9543 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -1302911.125000 Penalty: 3002.303711
	Iteration 17Q: 3 clusters Score -1302911 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9563 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -1302931.375000 Penalty: 3002.303711
	Iteration 18Q: 3 clusters Score -1302931 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9579 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -1302939.500000 Penalty: 3002.303711
	Iteration 19Q: 3 clusters Score -1302940 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9588 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -1302944.500000 Penalty: 3002.303711
	Iteration 20F: 3 clusters Score -1302944 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9593 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -1302946.250000 Penalty: 3002.303711
	Iteration 21Q: 3 clusters Score -1302946 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9599 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -1302947.500000 Penalty: 3002.303711
	Iteration 22Q: 3 clusters Score -1302948 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9604 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -1302949.250000 Penalty: 3002.303711
	Iteration 23Q: 3 clusters Score -1302949 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9609 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -1302950.375000 Penalty: 3002.303711
	Iteration 24Q: 3 clusters Score -1302950 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9612 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -1302951.000000 Penalty: 3002.303711
	Iteration 25Q: 3 clusters Score -1302951 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9614 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -1302952.500000 Penalty: 3002.303711
	Iteration 26Q: 3 clusters Score -1302952 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9616 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -1302952.750000 Penalty: 3002.303711
	Iteration 27Q: 3 clusters Score -1302953 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9616 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -1302952.750000 Penalty: 3002.303711
	Iteration 28F: 3 clusters Score -1302953 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 48609 members 
Mstep: Class 2 contains 2768 members 
Mstep: Class 3 contains 1822 members 
Mstep: Class 4 contains 3316 members 
Mstep: Class 5 contains 12734 members 
Mstep: Class 6 contains 729 members 
Mstep: Class 7 contains 556 members 
Mstep: Class 8 contains 8314 members 
Mstep: Class 9 contains 14072 members 
Mstep: Class 10 contains 124784 members 
Mstep: Class 11 contains 2394 members 
Mstep: Class 12 contains 75292 members 
Mstep: Class 13 contains 18952 members 
Mstep: Class 14 contains 77559 members 
Mstep: Class 15 contains 2203 members 
Mstep: Class 16 contains 17982 members 
Mstep: Class 17 contains 9411 members 
Mstep: Class 18 contains 18073 members 
Mstep: Class 19 contains 46972 members 
Mstep: Class 20 contains 7274 members 
Mstep: Class 21 contains 7629 members 
Mstep: Class 22 contains 3378 members 
Mstep: Class 23 contains 43418 members 
Mstep: Class 24 contains 41528 members 
Mstep: Class 25 contains 8438 members 
Mstep: Class 26 contains 4402 members 
Mstep: Class 27 contains 3238 members 
Mstep: Class 28 contains 15743 members 
Mstep: Class 29 contains 598 members 
Mstep: Class 30 contains 3768 members 
Mstep: Class 31 contains 12539 members 
Mstep: Class 32 contains 13945 members 
Mstep: Class 33 contains 4792 members 
Mstep: Class 34 contains 9616 members 
Mstep: Class 35 contains 2340 members 
Mstep: Class 36 contains 13524 members 
Mstep: Class 37 contains 3351 members 
Mstep: Class 38 contains 12864 members 
Mstep: Class 39 contains 26639 members 
Mstep: Class 40 contains 28501 members 
Mstep: Class 41 contains 1214 members 
Mstep: Class 42 contains 23179 members 
Mstep: Class 43 contains 3986 members 
Mstep: Class 44 contains 2946 members 
Mstep: Class 45 contains 5216 members 
Mstep: Class 46 contains 1933 members 
Mstep: Class 47 contains 27376 members 
Mstep: Class 48 contains 663 members 
Entering Unmasked Estep 
Score: -100262864.000000 Penalty: 106219.062500
Splitting cluster 34 changes total score from -100256408.000000 to -100262864.000000
So it's getting split into cluster 48.
Entering ConstructFrom: 
Trying to split cluster 35 (2340 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Entering Unmasked Estep 
Score: -283325.468750 Penalty: 1260.659790
	Iteration 0F: 2 clusters Score -283325.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -281053.937500 Penalty: 2521.319580
	Iteration 0F: 3 clusters Score -281053.9 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -281685.406250 Penalty: 2521.319580
	Iteration 1F: 3 clusters Score -281685.4 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -282000.406250 Penalty: 2521.319580
	Iteration 2F: 3 clusters Score -282000.4 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -282272.125000 Penalty: 2521.319580
	Iteration 3F: 3 clusters Score -282272.1 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -282502.375000 Penalty: 2521.319580
	Iteration 4F: 3 clusters Score -282502.4 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -282629.718750 Penalty: 2521.319580
	Iteration 5F: 3 clusters Score -282629.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -282666.812500 Penalty: 2521.319580
	Iteration 6Q: 3 clusters Score -282666.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -282680.500000 Penalty: 2521.319580
	Iteration 7Q: 3 clusters Score -282680.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -282688.500000 Penalty: 2521.319580
	Iteration 8Q: 3 clusters Score -282688.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -282690.687500 Penalty: 2521.319580
	Iteration 9Q: 3 clusters Score -282690.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -282691.687500 Penalty: 2521.319580
	Iteration 10Q: 3 clusters Score -282691.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -282691.750000 Penalty: 2521.319580
	Iteration 11Q: 3 clusters Score -282691.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -282692.093750 Penalty: 2521.319580
	Iteration 12Q: 3 clusters Score -282692.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -282694.031250 Penalty: 2521.319580
	Iteration 13Q: 3 clusters Score -282694 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -282695.531250 Penalty: 2521.319580
	Iteration 14Q: 3 clusters Score -282695.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -282696.031250 Penalty: 2521.319580
	Iteration 15Q: 3 clusters Score -282696 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -282698.375000 Penalty: 2521.319580
	Iteration 16Q: 3 clusters Score -282698.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -282699.406250 Penalty: 2521.319580
	Iteration 17Q: 3 clusters Score -282699.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -282699.406250 Penalty: 2521.319580
	Iteration 18F: 3 clusters Score -282699.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (13524 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13524 members 
Entering Unmasked Estep 
Score: -1724862.000000 Penalty: 1545.735962
	Iteration 0F: 2 clusters Score -1724862 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6769 members 
Mstep: Class 2 contains 6755 members 
Entering Unmasked Estep 
Score: -1715451.875000 Penalty: 3091.471924
	Iteration 0F: 3 clusters Score -1715452 nChanged 5896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6923 members 
Mstep: Class 2 contains 6601 members 
Entering Unmasked Estep 
Score: -1718610.625000 Penalty: 3091.471924
	Iteration 1F: 3 clusters Score -1718611 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6994 members 
Mstep: Class 2 contains 6530 members 
Entering Unmasked Estep 
Score: -1718913.875000 Penalty: 3091.471924
	Iteration 2F: 3 clusters Score -1718914 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7071 members 
Mstep: Class 2 contains 6453 members 
Entering Unmasked Estep 
Score: -1719177.875000 Penalty: 3091.471924
	Iteration 3Q: 3 clusters Score -1719178 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7172 members 
Mstep: Class 2 contains 6352 members 
Entering Unmasked Estep 
Score: -1719420.125000 Penalty: 3091.471924
	Iteration 4Q: 3 clusters Score -1719420 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7323 members 
Mstep: Class 2 contains 6201 members 
Entering Unmasked Estep 
Score: -1719652.625000 Penalty: 3091.471924
	Iteration 5Q: 3 clusters Score -1719653 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7524 members 
Mstep: Class 2 contains 6000 members 
Entering Unmasked Estep 
Score: -1719884.375000 Penalty: 3091.471924
	Iteration 6Q: 3 clusters Score -1719884 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7790 members 
Mstep: Class 2 contains 5734 members 
Entering Unmasked Estep 
Score: -1720150.125000 Penalty: 3091.471924
	Iteration 7Q: 3 clusters Score -1720150 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8093 members 
Mstep: Class 2 contains 5431 members 
Entering Unmasked Estep 
Score: -1720453.375000 Penalty: 3091.471924
	Iteration 8Q: 3 clusters Score -1720453 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8426 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -1720817.875000 Penalty: 3091.471924
	Iteration 9Q: 3 clusters Score -1720818 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8735 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -1721177.750000 Penalty: 3091.471924
	Iteration 10Q: 3 clusters Score -1721178 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9042 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -1721534.000000 Penalty: 3091.471924
	Iteration 11Q: 3 clusters Score -1721534 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9307 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -1721842.750000 Penalty: 3091.471924
	Iteration 12Q: 3 clusters Score -1721843 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9537 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -1722054.000000 Penalty: 3091.471924
	Iteration 13Q: 3 clusters Score -1722054 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9747 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -1722192.375000 Penalty: 3091.471924
	Iteration 14Q: 3 clusters Score -1722192 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9951 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -1722284.500000 Penalty: 3091.471924
	Iteration 15Q: 3 clusters Score -1722284 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10129 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -1722353.125000 Penalty: 3091.471924
	Iteration 16Q: 3 clusters Score -1722353 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10296 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -1722418.750000 Penalty: 3091.471924
	Iteration 17Q: 3 clusters Score -1722419 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10443 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -1722469.000000 Penalty: 3091.471924
	Iteration 18Q: 3 clusters Score -1722469 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10600 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -1722538.250000 Penalty: 3091.471924
	Iteration 19Q: 3 clusters Score -1722538 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10771 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -1722616.250000 Penalty: 3091.471924
	Iteration 20F: 3 clusters Score -1722616 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10947 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -1722684.000000 Penalty: 3091.471924
	Iteration 21Q: 3 clusters Score -1722684 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11101 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -1722751.375000 Penalty: 3091.471924
	Iteration 22Q: 3 clusters Score -1722751 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11235 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -1722812.000000 Penalty: 3091.471924
	Iteration 23Q: 3 clusters Score -1722812 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11351 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -1722861.750000 Penalty: 3091.471924
	Iteration 24Q: 3 clusters Score -1722862 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11483 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -1722916.375000 Penalty: 3091.471924
	Iteration 25Q: 3 clusters Score -1722916 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11601 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -1722971.250000 Penalty: 3091.471924
	Iteration 26Q: 3 clusters Score -1722971 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11719 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -1723020.500000 Penalty: 3091.471924
	Iteration 27Q: 3 clusters Score -1723020 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11819 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -1723057.625000 Penalty: 3091.471924
	Iteration 28Q: 3 clusters Score -1723058 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11913 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -1723099.000000 Penalty: 3091.471924
	Iteration 29Q: 3 clusters Score -1723099 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12014 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -1723143.375000 Penalty: 3091.471924
	Iteration 30Q: 3 clusters Score -1723143 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12113 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -1723191.750000 Penalty: 3091.471924
	Iteration 31Q: 3 clusters Score -1723192 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12214 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -1723253.375000 Penalty: 3091.471924
	Iteration 32Q: 3 clusters Score -1723253 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12310 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -1723314.875000 Penalty: 3091.471924
	Iteration 33Q: 3 clusters Score -1723315 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12390 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -1723361.250000 Penalty: 3091.471924
	Iteration 34Q: 3 clusters Score -1723361 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12455 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -1723397.125000 Penalty: 3091.471924
	Iteration 35Q: 3 clusters Score -1723397 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12526 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -1723429.375000 Penalty: 3091.471924
	Iteration 36Q: 3 clusters Score -1723429 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12581 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -1723457.125000 Penalty: 3091.471924
	Iteration 37Q: 3 clusters Score -1723457 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12642 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -1723487.500000 Penalty: 3091.471924
	Iteration 38Q: 3 clusters Score -1723488 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12695 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -1723517.375000 Penalty: 3091.471924
	Iteration 39Q: 3 clusters Score -1723517 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12731 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -1723538.375000 Penalty: 3091.471924
	Iteration 40F: 3 clusters Score -1723538 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12761 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -1723559.625000 Penalty: 3091.471924
	Iteration 41Q: 3 clusters Score -1723560 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12789 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -1723568.000000 Penalty: 3091.471924
	Iteration 42Q: 3 clusters Score -1723568 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12809 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -1723582.250000 Penalty: 3091.471924
	Iteration 43Q: 3 clusters Score -1723582 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12834 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -1723601.500000 Penalty: 3091.471924
	Iteration 44Q: 3 clusters Score -1723602 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12855 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -1723614.000000 Penalty: 3091.471924
	Iteration 45Q: 3 clusters Score -1723614 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12873 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -1723624.250000 Penalty: 3091.471924
	Iteration 46Q: 3 clusters Score -1723624 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12889 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -1723630.000000 Penalty: 3091.471924
	Iteration 47Q: 3 clusters Score -1723630 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12907 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -1723643.750000 Penalty: 3091.471924
	Iteration 48Q: 3 clusters Score -1723644 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12919 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -1723649.750000 Penalty: 3091.471924
	Iteration 49Q: 3 clusters Score -1723650 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12925 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -1723650.875000 Penalty: 3091.471924
	Iteration 50Q: 3 clusters Score -1723651 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12929 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -1723656.000000 Penalty: 3091.471924
	Iteration 51Q: 3 clusters Score -1723656 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12933 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -1723660.000000 Penalty: 3091.471924
	Iteration 52Q: 3 clusters Score -1723660 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12938 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -1723661.000000 Penalty: 3091.471924
	Iteration 53Q: 3 clusters Score -1723661 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12940 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -1723662.250000 Penalty: 3091.471924
	Iteration 54Q: 3 clusters Score -1723662 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12942 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -1723662.750000 Penalty: 3091.471924
	Iteration 55Q: 3 clusters Score -1723663 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12945 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -1723664.125000 Penalty: 3091.471924
	Iteration 56Q: 3 clusters Score -1723664 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12948 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -1723665.625000 Penalty: 3091.471924
	Iteration 57Q: 3 clusters Score -1723666 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12950 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -1723667.000000 Penalty: 3091.471924
	Iteration 58Q: 3 clusters Score -1723667 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12952 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -1723667.875000 Penalty: 3091.471924
	Iteration 59Q: 3 clusters Score -1723668 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12955 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -1723666.750000 Penalty: 3091.471924
	Iteration 60F: 3 clusters Score -1723667 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12960 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -1723668.875000 Penalty: 3091.471924
	Iteration 61Q: 3 clusters Score -1723669 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12964 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -1723670.250000 Penalty: 3091.471924
	Iteration 62Q: 3 clusters Score -1723670 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12973 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -1723674.500000 Penalty: 3091.471924
	Iteration 63Q: 3 clusters Score -1723674 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12981 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -1723680.750000 Penalty: 3091.471924
	Iteration 64Q: 3 clusters Score -1723681 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12988 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -1723688.500000 Penalty: 3091.471924
	Iteration 65Q: 3 clusters Score -1723688 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12996 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -1723695.500000 Penalty: 3091.471924
	Iteration 66Q: 3 clusters Score -1723696 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13004 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -1723700.625000 Penalty: 3091.471924
	Iteration 67Q: 3 clusters Score -1723701 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13010 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -1723703.375000 Penalty: 3091.471924
	Iteration 68Q: 3 clusters Score -1723703 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13015 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -1723704.500000 Penalty: 3091.471924
	Iteration 69Q: 3 clusters Score -1723704 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13020 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -1723705.875000 Penalty: 3091.471924
	Iteration 70Q: 3 clusters Score -1723706 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13022 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -1723707.875000 Penalty: 3091.471924
	Iteration 71Q: 3 clusters Score -1723708 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13028 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -1723712.875000 Penalty: 3091.471924
	Iteration 72Q: 3 clusters Score -1723713 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13030 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -1723715.625000 Penalty: 3091.471924
	Iteration 73Q: 3 clusters Score -1723716 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13033 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -1723716.750000 Penalty: 3091.471924
	Iteration 74Q: 3 clusters Score -1723717 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13035 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -1723715.500000 Penalty: 3091.471924
	Iteration 75Q: 3 clusters Score -1723716 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13036 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -1723717.000000 Penalty: 3091.471924
	Iteration 76Q: 3 clusters Score -1723717 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13037 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -1723717.875000 Penalty: 3091.471924
	Iteration 77Q: 3 clusters Score -1723718 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13037 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -1723718.375000 Penalty: 3091.471924
	Iteration 78Q: 3 clusters Score -1723718 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13039 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -1723720.625000 Penalty: 3091.471924
	Iteration 79Q: 3 clusters Score -1723721 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13041 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -1723721.750000 Penalty: 3091.471924
	Iteration 80F: 3 clusters Score -1723722 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13042 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -1723721.625000 Penalty: 3091.471924
	Iteration 81Q: 3 clusters Score -1723722 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13044 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -1723724.125000 Penalty: 3091.471924
	Iteration 82Q: 3 clusters Score -1723724 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13046 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -1723725.875000 Penalty: 3091.471924
	Iteration 83Q: 3 clusters Score -1723726 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13046 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -1723725.875000 Penalty: 3091.471924
	Iteration 84F: 3 clusters Score -1723726 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (3351 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Entering Unmasked Estep 
Score: -348828.906250 Penalty: 1319.014771
	Iteration 0F: 2 clusters Score -348828.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -345935.375000 Penalty: 2638.029541
	Iteration 0F: 3 clusters Score -345935.4 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -346930.062500 Penalty: 2638.029541
	Iteration 1F: 3 clusters Score -346930.1 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -347285.000000 Penalty: 2638.029541
	Iteration 2F: 3 clusters Score -347285 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -347574.718750 Penalty: 2638.029541
	Iteration 3F: 3 clusters Score -347574.7 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -347802.687500 Penalty: 2638.029541
	Iteration 4F: 3 clusters Score -347802.7 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -347985.812500 Penalty: 2638.029541
	Iteration 5F: 3 clusters Score -347985.8 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -348137.718750 Penalty: 2638.029541
	Iteration 6Q: 3 clusters Score -348137.7 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -348254.750000 Penalty: 2638.029541
	Iteration 7Q: 3 clusters Score -348254.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -348347.250000 Penalty: 2638.029541
	Iteration 8Q: 3 clusters Score -348347.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -348417.687500 Penalty: 2638.029541
	Iteration 9Q: 3 clusters Score -348417.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -348483.406250 Penalty: 2638.029541
	Iteration 10Q: 3 clusters Score -348483.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -348528.875000 Penalty: 2638.029541
	Iteration 11Q: 3 clusters Score -348528.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -348553.093750 Penalty: 2638.029541
	Iteration 12Q: 3 clusters Score -348553.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -348562.781250 Penalty: 2638.029541
	Iteration 13Q: 3 clusters Score -348562.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -348569.656250 Penalty: 2638.029541
	Iteration 14Q: 3 clusters Score -348569.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -348576.843750 Penalty: 2638.029541
	Iteration 15Q: 3 clusters Score -348576.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -348580.250000 Penalty: 2638.029541
	Iteration 16Q: 3 clusters Score -348580.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -348582.031250 Penalty: 2638.029541
	Iteration 17Q: 3 clusters Score -348582 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -348582.656250 Penalty: 2638.029541
	Iteration 18Q: 3 clusters Score -348582.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -348584.187500 Penalty: 2638.029541
	Iteration 19Q: 3 clusters Score -348584.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -348583.500000 Penalty: 2638.029541
	Iteration 20F: 3 clusters Score -348583.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (12864 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12864 members 
Entering Unmasked Estep 
Score: -1501368.125000 Penalty: 1537.605469
	Iteration 0F: 2 clusters Score -1501368 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6498 members 
Mstep: Class 2 contains 6366 members 
Entering Unmasked Estep 
Score: -1492468.000000 Penalty: 3075.210938
	Iteration 0F: 3 clusters Score -1492468 nChanged 5563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6903 members 
Mstep: Class 2 contains 5961 members 
Entering Unmasked Estep 
Score: -1495511.375000 Penalty: 3075.210938
	Iteration 1F: 3 clusters Score -1495511 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7187 members 
Mstep: Class 2 contains 5677 members 
Entering Unmasked Estep 
Score: -1496098.125000 Penalty: 3075.210938
	Iteration 2F: 3 clusters Score -1496098 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7607 members 
Mstep: Class 2 contains 5257 members 
Entering Unmasked Estep 
Score: -1496781.500000 Penalty: 3075.210938
	Iteration 3F: 3 clusters Score -1496782 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8098 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -1497604.500000 Penalty: 3075.210938
	Iteration 4F: 3 clusters Score -1497604 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8684 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -1498478.500000 Penalty: 3075.210938
	Iteration 5F: 3 clusters Score -1498478 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9177 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -1499112.625000 Penalty: 3075.210938
	Iteration 6F: 3 clusters Score -1499113 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9608 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -1499563.250000 Penalty: 3075.210938
	Iteration 7Q: 3 clusters Score -1499563 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9950 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -1499879.750000 Penalty: 3075.210938
	Iteration 8Q: 3 clusters Score -1499880 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10266 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -1500160.625000 Penalty: 3075.210938
	Iteration 9Q: 3 clusters Score -1500161 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10531 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -1500393.375000 Penalty: 3075.210938
	Iteration 10Q: 3 clusters Score -1500393 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10727 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -1500540.375000 Penalty: 3075.210938
	Iteration 11Q: 3 clusters Score -1500540 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10892 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -1500649.375000 Penalty: 3075.210938
	Iteration 12Q: 3 clusters Score -1500649 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11038 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -1500736.125000 Penalty: 3075.210938
	Iteration 13Q: 3 clusters Score -1500736 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11161 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -1500789.875000 Penalty: 3075.210938
	Iteration 14Q: 3 clusters Score -1500790 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11252 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -1500840.000000 Penalty: 3075.210938
	Iteration 15Q: 3 clusters Score -1500840 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11338 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -1500868.375000 Penalty: 3075.210938
	Iteration 16Q: 3 clusters Score -1500868 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11392 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -1500893.000000 Penalty: 3075.210938
	Iteration 17Q: 3 clusters Score -1500893 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11445 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -1500911.250000 Penalty: 3075.210938
	Iteration 18Q: 3 clusters Score -1500911 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11486 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -1500937.250000 Penalty: 3075.210938
	Iteration 19Q: 3 clusters Score -1500937 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11531 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -1500959.625000 Penalty: 3075.210938
	Iteration 20F: 3 clusters Score -1500960 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11573 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -1500975.250000 Penalty: 3075.210938
	Iteration 21Q: 3 clusters Score -1500975 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11614 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -1500993.000000 Penalty: 3075.210938
	Iteration 22Q: 3 clusters Score -1500993 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11644 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -1501006.000000 Penalty: 3075.210938
	Iteration 23Q: 3 clusters Score -1501006 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11667 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -1501015.250000 Penalty: 3075.210938
	Iteration 24Q: 3 clusters Score -1501015 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11681 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -1501016.250000 Penalty: 3075.210938
	Iteration 25Q: 3 clusters Score -1501016 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11694 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -1501019.625000 Penalty: 3075.210938
	Iteration 26Q: 3 clusters Score -1501020 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11699 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -1501020.125000 Penalty: 3075.210938
	Iteration 27Q: 3 clusters Score -1501020 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11703 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -1501019.500000 Penalty: 3075.210938
	Iteration 28Q: 3 clusters Score -1501020 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11708 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -1501022.875000 Penalty: 3075.210938
	Iteration 29Q: 3 clusters Score -1501023 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11718 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -1501027.500000 Penalty: 3075.210938
	Iteration 30Q: 3 clusters Score -1501028 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11725 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -1501033.000000 Penalty: 3075.210938
	Iteration 31Q: 3 clusters Score -1501033 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11727 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -1501034.875000 Penalty: 3075.210938
	Iteration 32Q: 3 clusters Score -1501035 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11734 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -1501036.125000 Penalty: 3075.210938
	Iteration 33Q: 3 clusters Score -1501036 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11739 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -1501039.625000 Penalty: 3075.210938
	Iteration 34Q: 3 clusters Score -1501040 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11744 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -1501038.000000 Penalty: 3075.210938
	Iteration 35Q: 3 clusters Score -1501038 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11749 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -1501040.875000 Penalty: 3075.210938
	Iteration 36Q: 3 clusters Score -1501041 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11755 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -1501042.000000 Penalty: 3075.210938
	Iteration 37Q: 3 clusters Score -1501042 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11755 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -1501042.000000 Penalty: 3075.210938
	Iteration 38F: 3 clusters Score -1501042 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (26639 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26639 members 
Entering Unmasked Estep 
Score: -3370177.000000 Penalty: 1655.896362
	Iteration 0F: 2 clusters Score -3370177 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13428 members 
Mstep: Class 2 contains 13211 members 
Entering Unmasked Estep 
Score: -3352113.750000 Penalty: 3311.792725
	Iteration 0F: 3 clusters Score -3352114 nChanged 12297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14153 members 
Mstep: Class 2 contains 12486 members 
Entering Unmasked Estep 
Score: -3358975.250000 Penalty: 3311.792725
	Iteration 1F: 3 clusters Score -3358975 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14633 members 
Mstep: Class 2 contains 12006 members 
Entering Unmasked Estep 
Score: -3359773.750000 Penalty: 3311.792725
	Iteration 2F: 3 clusters Score -3359774 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15489 members 
Mstep: Class 2 contains 11150 members 
Entering Unmasked Estep 
Score: -3360779.250000 Penalty: 3311.792725
	Iteration 3F: 3 clusters Score -3360779 nChanged 1989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16868 members 
Mstep: Class 2 contains 9771 members 
Entering Unmasked Estep 
Score: -3362127.750000 Penalty: 3311.792725
	Iteration 4F: 3 clusters Score -3362128 nChanged 2241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18743 members 
Mstep: Class 2 contains 7896 members 
Entering Unmasked Estep 
Score: -3363870.250000 Penalty: 3311.792725
	Iteration 5F: 3 clusters Score -3363870 nChanged 2231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20774 members 
Mstep: Class 2 contains 5865 members 
Entering Unmasked Estep 
Score: -3365836.000000 Penalty: 3311.792725
	Iteration 6F: 3 clusters Score -3365836 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22422 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -3367458.750000 Penalty: 3311.792725
	Iteration 7F: 3 clusters Score -3367459 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23479 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -3368604.750000 Penalty: 3311.792725
	Iteration 8Q: 3 clusters Score -3368605 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24112 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -3369497.250000 Penalty: 3311.792725
	Iteration 9Q: 3 clusters Score -3369497 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24441 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -3369921.500000 Penalty: 3311.792725
	Iteration 10Q: 3 clusters Score -3369922 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24623 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -3370099.750000 Penalty: 3311.792725
	Iteration 11Q: 3 clusters Score -3370100 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24749 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -3370175.500000 Penalty: 3311.792725
	Iteration 12Q: 3 clusters Score -3370176 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24835 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -3370231.000000 Penalty: 3311.792725
	Iteration 13Q: 3 clusters Score -3370231 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24899 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -3370257.750000 Penalty: 3311.792725
	Iteration 14Q: 3 clusters Score -3370258 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24953 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -3370272.500000 Penalty: 3311.792725
	Iteration 15Q: 3 clusters Score -3370272 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24996 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -3370282.000000 Penalty: 3311.792725
	Iteration 16Q: 3 clusters Score -3370282 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25030 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -3370300.250000 Penalty: 3311.792725
	Iteration 17Q: 3 clusters Score -3370300 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25058 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -3370316.000000 Penalty: 3311.792725
	Iteration 18Q: 3 clusters Score -3370316 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25079 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -3370329.000000 Penalty: 3311.792725
	Iteration 19Q: 3 clusters Score -3370329 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25104 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -3370334.500000 Penalty: 3311.792725
	Iteration 20F: 3 clusters Score -3370334 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25129 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -3370344.000000 Penalty: 3311.792725
	Iteration 21Q: 3 clusters Score -3370344 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25149 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -3370347.750000 Penalty: 3311.792725
	Iteration 22Q: 3 clusters Score -3370348 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25163 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -3370349.750000 Penalty: 3311.792725
	Iteration 23Q: 3 clusters Score -3370350 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25175 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -3370350.750000 Penalty: 3311.792725
	Iteration 24Q: 3 clusters Score -3370351 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25180 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -3370352.000000 Penalty: 3311.792725
	Iteration 25Q: 3 clusters Score -3370352 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25183 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -3370354.750000 Penalty: 3311.792725
	Iteration 26Q: 3 clusters Score -3370355 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25184 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -3370353.000000 Penalty: 3311.792725
	Iteration 27Q: 3 clusters Score -3370353 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25187 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -3370352.750000 Penalty: 3311.792725
	Iteration 28Q: 3 clusters Score -3370353 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25188 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -3370354.250000 Penalty: 3311.792725
	Iteration 29Q: 3 clusters Score -3370354 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25188 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -3370354.250000 Penalty: 3311.792725
	Iteration 30F: 3 clusters Score -3370354 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 48609 members 
Mstep: Class 2 contains 2768 members 
Mstep: Class 3 contains 1822 members 
Mstep: Class 4 contains 3316 members 
Mstep: Class 5 contains 12734 members 
Mstep: Class 6 contains 729 members 
Mstep: Class 7 contains 556 members 
Mstep: Class 8 contains 8314 members 
Mstep: Class 9 contains 14072 members 
Mstep: Class 10 contains 124784 members 
Mstep: Class 11 contains 2394 members 
Mstep: Class 12 contains 75292 members 
Mstep: Class 13 contains 18952 members 
Mstep: Class 14 contains 77559 members 
Mstep: Class 15 contains 2203 members 
Mstep: Class 16 contains 17982 members 
Mstep: Class 17 contains 9411 members 
Mstep: Class 18 contains 18073 members 
Mstep: Class 19 contains 46972 members 
Mstep: Class 20 contains 7274 members 
Mstep: Class 21 contains 7629 members 
Mstep: Class 22 contains 3378 members 
Mstep: Class 23 contains 43418 members 
Mstep: Class 24 contains 41528 members 
Mstep: Class 25 contains 8438 members 
Mstep: Class 26 contains 4402 members 
Mstep: Class 27 contains 3238 members 
Mstep: Class 28 contains 15743 members 
Mstep: Class 29 contains 598 members 
Mstep: Class 30 contains 3768 members 
Mstep: Class 31 contains 12539 members 
Mstep: Class 32 contains 13945 members 
Mstep: Class 33 contains 4792 members 
Mstep: Class 34 contains 9616 members 
Mstep: Class 35 contains 2340 members 
Mstep: Class 36 contains 13524 members 
Mstep: Class 37 contains 3351 members 
Mstep: Class 38 contains 12864 members 
Mstep: Class 39 contains 25188 members 
Mstep: Class 40 contains 28501 members 
Mstep: Class 41 contains 1214 members 
Mstep: Class 42 contains 23179 members 
Mstep: Class 43 contains 3986 members 
Mstep: Class 44 contains 2946 members 
Mstep: Class 45 contains 5216 members 
Mstep: Class 46 contains 1933 members 
Mstep: Class 47 contains 27376 members 
Mstep: Class 48 contains 663 members 
Mstep: Class 49 contains 1451 members 
Entering Unmasked Estep 
Score: -100262376.000000 Penalty: 108431.960938
Splitting cluster 39 changes total score from -100256408.000000 to -100262376.000000
So it's getting split into cluster 49.
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 48609 members 
Mstep: Class 2 contains 2768 members 
Mstep: Class 3 contains 1822 members 
Mstep: Class 4 contains 3316 members 
Mstep: Class 5 contains 12734 members 
Mstep: Class 6 contains 729 members 
Mstep: Class 7 contains 556 members 
Mstep: Class 8 contains 8314 members 
Mstep: Class 9 contains 14072 members 
Mstep: Class 10 contains 124784 members 
Mstep: Class 11 contains 2394 members 
Mstep: Class 12 contains 75292 members 
Mstep: Class 13 contains 18952 members 
Mstep: Class 14 contains 77559 members 
Mstep: Class 15 contains 2203 members 
Mstep: Class 16 contains 17982 members 
Mstep: Class 17 contains 9411 members 
Mstep: Class 18 contains 18073 members 
Mstep: Class 19 contains 46972 members 
Mstep: Class 20 contains 7274 members 
Mstep: Class 21 contains 7629 members 
Mstep: Class 22 contains 3378 members 
Mstep: Class 23 contains 43418 members 
Mstep: Class 24 contains 41528 members 
Mstep: Class 25 contains 8438 members 
Mstep: Class 26 contains 4402 members 
Mstep: Class 27 contains 3238 members 
Mstep: Class 28 contains 15743 members 
Mstep: Class 29 contains 598 members 
Mstep: Class 30 contains 3768 members 
Mstep: Class 31 contains 12539 members 
Mstep: Class 32 contains 13945 members 
Mstep: Class 33 contains 4792 members 
Mstep: Class 34 contains 9616 members 
Mstep: Class 35 contains 2340 members 
Mstep: Class 36 contains 13524 members 
Mstep: Class 37 contains 3351 members 
Mstep: Class 38 contains 12864 members 
Mstep: Class 39 contains 25188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100267360.000000 Penalty: 108431.960938
Iteration 79Q: 50 clusters Score -1.002674e+08 nChanged 10648
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 48622 members 
Mstep: Class 2 contains 3152 members 
Mstep: Class 3 contains 1935 members 
Mstep: Class 4 contains 3314 members 
Mstep: Class 5 contains 12833 members 
Mstep: Class 6 contains 833 members 
Mstep: Class 7 contains 561 members 
Mstep: Class 8 contains 8342 members 
Mstep: Class 9 contains 14536 members 
Mstep: Class 10 contains 124207 members 
Mstep: Class 11 contains 2411 members 
Mstep: Class 12 contains 75477 members 
Mstep: Class 13 contains 18950 members 
Mstep: Class 14 contains 77366 members 
Mstep: Class 15 contains 2227 members 
Mstep: Class 16 contains 18179 members 
Mstep: Class 17 contains 9435 members 
Mstep: Class 18 contains 18654 members 
Mstep: Class 19 contains 46789 members 
Mstep: Class 20 contains 7278 members 
Mstep: Class 21 contains 7777 members 
Mstep: Class 22 contains 3382 members 
Mstep: Class 23 contains 43400 members 
Mstep: Class 24 contains 41602 members 
Mstep: Class 25 contains 8388 members 
Mstep: Class 26 contains 4398 members 
Mstep: Class 27 contains 3252 members 
Mstep: Class 28 contains 16089 members 
Mstep: Class 29 contains 555 members 
Mstep: Class 30 contains 3773 members 
Mstep: Class 31 contains 12538 members 
Mstep: Class 32 contains 14008 members 
Mstep: Class 33 contains 5073 members 
Mstep: Class 34 contains 10016 members 
Mstep: Class 35 contains 2350 members 
Mstep: Class 36 contains 13518 members 
Mstep: Class 37 contains 3400 members 
Mstep: Class 38 contains 12920 members 
Mstep: Class 39 contains 25451 members 
Mstep: Class 40 contains 27269 members 
Mstep: Class 41 contains 1183 members 
Mstep: Class 42 contains 23081 members 
Mstep: Class 43 contains 4001 members 
Mstep: Class 44 contains 2907 members 
Mstep: Class 45 contains 4831 members 
Mstep: Class 46 contains 1695 members 
Mstep: Class 47 contains 26469 members 
Mstep: Class 48 contains 656 members 
Mstep: Class 49 contains 1497 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100270768.000000 Penalty: 108431.960938
Iteration 80F: 50 clusters Score -1.002708e+08 nChanged 8839
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 48452 members 
Mstep: Class 2 contains 3348 members 
Mstep: Class 3 contains 1997 members 
Mstep: Class 4 contains 3310 members 
Mstep: Class 5 contains 12807 members 
Mstep: Class 6 contains 868 members 
Mstep: Class 7 contains 565 members 
Mstep: Class 8 contains 8268 members 
Mstep: Class 9 contains 14977 members 
Mstep: Class 10 contains 123545 members 
Mstep: Class 11 contains 2389 members 
Mstep: Class 12 contains 75232 members 
Mstep: Class 13 contains 18892 members 
Mstep: Class 14 contains 77031 members 
Mstep: Class 15 contains 2229 members 
Mstep: Class 16 contains 18102 members 
Mstep: Class 17 contains 9433 members 
Mstep: Class 18 contains 18780 members 
Mstep: Class 19 contains 46574 members 
Mstep: Class 20 contains 7282 members 
Mstep: Class 21 contains 7816 members 
Mstep: Class 22 contains 3386 members 
Mstep: Class 23 contains 43388 members 
Mstep: Class 24 contains 41475 members 
Mstep: Class 25 contains 8297 members 
Mstep: Class 26 contains 4372 members 
Mstep: Class 27 contains 3297 members 
Mstep: Class 28 contains 16389 members 
Mstep: Class 29 contains 500 members 
Mstep: Class 30 contains 3755 members 
Mstep: Class 31 contains 12520 members 
Mstep: Class 32 contains 14021 members 
Mstep: Class 33 contains 5148 members 
Mstep: Class 34 contains 10234 members 
Mstep: Class 35 contains 2354 members 
Mstep: Class 36 contains 13328 members 
Mstep: Class 37 contains 3353 members 
Mstep: Class 38 contains 12877 members 
Mstep: Class 39 contains 25514 members 
Mstep: Class 40 contains 27192 members 
Mstep: Class 41 contains 1277 members 
Mstep: Class 42 contains 23326 members 
Mstep: Class 43 contains 4147 members 
Mstep: Class 44 contains 2980 members 
Mstep: Class 45 contains 4982 members 
Mstep: Class 46 contains 1814 members 
Mstep: Class 47 contains 26548 members 
Mstep: Class 48 contains 693 members 
Mstep: Class 49 contains 1516 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100273208.000000 Penalty: 108431.960938
Iteration 81Q: 50 clusters Score -1.002732e+08 nChanged 6247
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 48321 members 
Mstep: Class 2 contains 3515 members 
Mstep: Class 3 contains 2052 members 
Mstep: Class 4 contains 3307 members 
Mstep: Class 5 contains 12827 members 
Mstep: Class 6 contains 883 members 
Mstep: Class 7 contains 566 members 
Mstep: Class 8 contains 8184 members 
Mstep: Class 9 contains 15397 members 
Mstep: Class 10 contains 122937 members 
Mstep: Class 11 contains 2376 members 
Mstep: Class 12 contains 75062 members 
Mstep: Class 13 contains 18828 members 
Mstep: Class 14 contains 76724 members 
Mstep: Class 15 contains 2245 members 
Mstep: Class 16 contains 18094 members 
Mstep: Class 17 contains 9429 members 
Mstep: Class 18 contains 18976 members 
Mstep: Class 19 contains 46388 members 
Mstep: Class 20 contains 7274 members 
Mstep: Class 21 contains 7891 members 
Mstep: Class 22 contains 3394 members 
Mstep: Class 23 contains 43369 members 
Mstep: Class 24 contains 41382 members 
Mstep: Class 25 contains 8260 members 
Mstep: Class 26 contains 4337 members 
Mstep: Class 27 contains 3301 members 
Mstep: Class 28 contains 16650 members 
Mstep: Class 29 contains 455 members 
Mstep: Class 30 contains 3760 members 
Mstep: Class 31 contains 12511 members 
Mstep: Class 32 contains 14052 members 
Mstep: Class 33 contains 5273 members 
Mstep: Class 34 contains 10435 members 
Mstep: Class 35 contains 2357 members 
Mstep: Class 36 contains 13171 members 
Mstep: Class 37 contains 3352 members 
Mstep: Class 38 contains 12858 members 
Mstep: Class 39 contains 25643 members 
Mstep: Class 40 contains 27011 members 
Mstep: Class 41 contains 1314 members 
Mstep: Class 42 contains 23537 members 
Mstep: Class 43 contains 4229 members 
Mstep: Class 44 contains 3006 members 
Mstep: Class 45 contains 5065 members 
Mstep: Class 46 contains 1861 members 
Mstep: Class 47 contains 26472 members 
Mstep: Class 48 contains 717 members 
Mstep: Class 49 contains 1532 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100274408.000000 Penalty: 108431.960938
Iteration 82Q: 50 clusters Score -1.002744e+08 nChanged 5432
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 48211 members 
Mstep: Class 2 contains 3640 members 
Mstep: Class 3 contains 2095 members 
Mstep: Class 4 contains 3308 members 
Mstep: Class 5 contains 12876 members 
Mstep: Class 6 contains 898 members 
Mstep: Class 7 contains 565 members 
Mstep: Class 8 contains 8138 members 
Mstep: Class 9 contains 15793 members 
Mstep: Class 10 contains 122306 members 
Mstep: Class 11 contains 2369 members 
Mstep: Class 12 contains 74945 members 
Mstep: Class 13 contains 18784 members 
Mstep: Class 14 contains 76461 members 
Mstep: Class 15 contains 2263 members 
Mstep: Class 16 contains 18053 members 
Mstep: Class 17 contains 9449 members 
Mstep: Class 18 contains 19125 members 
Mstep: Class 19 contains 46199 members 
Mstep: Class 20 contains 7263 members 
Mstep: Class 21 contains 7970 members 
Mstep: Class 22 contains 3395 members 
Mstep: Class 23 contains 43372 members 
Mstep: Class 24 contains 41283 members 
Mstep: Class 25 contains 8231 members 
Mstep: Class 26 contains 4300 members 
Mstep: Class 27 contains 3272 members 
Mstep: Class 28 contains 16944 members 
Mstep: Class 29 contains 433 members 
Mstep: Class 30 contains 3767 members 
Mstep: Class 31 contains 12513 members 
Mstep: Class 32 contains 14106 members 
Mstep: Class 33 contains 5421 members 
Mstep: Class 34 contains 10616 members 
Mstep: Class 35 contains 2355 members 
Mstep: Class 36 contains 13057 members 
Mstep: Class 37 contains 3353 members 
Mstep: Class 38 contains 12842 members 
Mstep: Class 39 contains 25777 members 
Mstep: Class 40 contains 26827 members 
Mstep: Class 41 contains 1338 members 
Mstep: Class 42 contains 23695 members 
Mstep: Class 43 contains 4294 members 
Mstep: Class 44 contains 3022 members 
Mstep: Class 45 contains 5110 members 
Mstep: Class 46 contains 1918 members 
Mstep: Class 47 contains 26371 members 
Mstep: Class 48 contains 718 members 
Mstep: Class 49 contains 1539 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100275064.000000 Penalty: 108431.960938
Iteration 83Q: 50 clusters Score -1.002751e+08 nChanged 4998
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 48102 members 
Mstep: Class 2 contains 3765 members 
Mstep: Class 3 contains 2111 members 
Mstep: Class 4 contains 3309 members 
Mstep: Class 5 contains 12916 members 
Mstep: Class 6 contains 903 members 
Mstep: Class 7 contains 559 members 
Mstep: Class 8 contains 8073 members 
Mstep: Class 9 contains 16204 members 
Mstep: Class 10 contains 121610 members 
Mstep: Class 11 contains 2361 members 
Mstep: Class 12 contains 74869 members 
Mstep: Class 13 contains 18752 members 
Mstep: Class 14 contains 76326 members 
Mstep: Class 15 contains 2287 members 
Mstep: Class 16 contains 17961 members 
Mstep: Class 17 contains 9456 members 
Mstep: Class 18 contains 19257 members 
Mstep: Class 19 contains 46033 members 
Mstep: Class 20 contains 7249 members 
Mstep: Class 21 contains 8065 members 
Mstep: Class 22 contains 3403 members 
Mstep: Class 23 contains 43371 members 
Mstep: Class 24 contains 41215 members 
Mstep: Class 25 contains 8207 members 
Mstep: Class 26 contains 4268 members 
Mstep: Class 27 contains 3241 members 
Mstep: Class 28 contains 17204 members 
Mstep: Class 29 contains 424 members 
Mstep: Class 30 contains 3792 members 
Mstep: Class 31 contains 12515 members 
Mstep: Class 32 contains 14162 members 
Mstep: Class 33 contains 5629 members 
Mstep: Class 34 contains 10780 members 
Mstep: Class 35 contains 2357 members 
Mstep: Class 36 contains 12932 members 
Mstep: Class 37 contains 3365 members 
Mstep: Class 38 contains 12828 members 
Mstep: Class 39 contains 25891 members 
Mstep: Class 40 contains 26617 members 
Mstep: Class 41 contains 1353 members 
Mstep: Class 42 contains 23835 members 
Mstep: Class 43 contains 4337 members 
Mstep: Class 44 contains 3041 members 
Mstep: Class 45 contains 5127 members 
Mstep: Class 46 contains 1957 members 
Mstep: Class 47 contains 26294 members 
Mstep: Class 48 contains 723 members 
Mstep: Class 49 contains 1544 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100276248.000000 Penalty: 108431.960938
Iteration 84Q: 50 clusters Score -1.002762e+08 nChanged 4676
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 48012 members 
Mstep: Class 2 contains 3883 members 
Mstep: Class 3 contains 2111 members 
Mstep: Class 4 contains 3310 members 
Mstep: Class 5 contains 12961 members 
Mstep: Class 6 contains 908 members 
Mstep: Class 7 contains 551 members 
Mstep: Class 8 contains 8019 members 
Mstep: Class 9 contains 16598 members 
Mstep: Class 10 contains 120951 members 
Mstep: Class 11 contains 2350 members 
Mstep: Class 12 contains 74831 members 
Mstep: Class 13 contains 18732 members 
Mstep: Class 14 contains 76186 members 
Mstep: Class 15 contains 2304 members 
Mstep: Class 16 contains 17789 members 
Mstep: Class 17 contains 9456 members 
Mstep: Class 18 contains 19360 members 
Mstep: Class 19 contains 45893 members 
Mstep: Class 20 contains 7236 members 
Mstep: Class 21 contains 8155 members 
Mstep: Class 22 contains 3407 members 
Mstep: Class 23 contains 43361 members 
Mstep: Class 24 contains 41157 members 
Mstep: Class 25 contains 8194 members 
Mstep: Class 26 contains 4235 members 
Mstep: Class 27 contains 3211 members 
Mstep: Class 28 contains 17443 members 
Mstep: Class 29 contains 422 members 
Mstep: Class 30 contains 3817 members 
Mstep: Class 31 contains 12518 members 
Mstep: Class 32 contains 14221 members 
Mstep: Class 33 contains 5939 members 
Mstep: Class 34 contains 10935 members 
Mstep: Class 35 contains 2355 members 
Mstep: Class 36 contains 12827 members 
Mstep: Class 37 contains 3386 members 
Mstep: Class 38 contains 12800 members 
Mstep: Class 39 contains 26033 members 
Mstep: Class 40 contains 26407 members 
Mstep: Class 41 contains 1366 members 
Mstep: Class 42 contains 23947 members 
Mstep: Class 43 contains 4349 members 
Mstep: Class 44 contains 3062 members 
Mstep: Class 45 contains 5119 members 
Mstep: Class 46 contains 1961 members 
Mstep: Class 47 contains 26234 members 
Mstep: Class 48 contains 726 members 
Mstep: Class 49 contains 1552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100277032.000000 Penalty: 108431.960938
Iteration 85Q: 50 clusters Score -1.00277e+08 nChanged 4480
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 47929 members 
Mstep: Class 2 contains 3984 members 
Mstep: Class 3 contains 2116 members 
Mstep: Class 4 contains 3309 members 
Mstep: Class 5 contains 13016 members 
Mstep: Class 6 contains 912 members 
Mstep: Class 7 contains 540 members 
Mstep: Class 8 contains 7985 members 
Mstep: Class 9 contains 16963 members 
Mstep: Class 10 contains 120316 members 
Mstep: Class 11 contains 2350 members 
Mstep: Class 12 contains 74792 members 
Mstep: Class 13 contains 18720 members 
Mstep: Class 14 contains 76101 members 
Mstep: Class 15 contains 2321 members 
Mstep: Class 16 contains 17578 members 
Mstep: Class 17 contains 9469 members 
Mstep: Class 18 contains 19433 members 
Mstep: Class 19 contains 45767 members 
Mstep: Class 20 contains 7223 members 
Mstep: Class 21 contains 8239 members 
Mstep: Class 22 contains 3406 members 
Mstep: Class 23 contains 43337 members 
Mstep: Class 24 contains 41096 members 
Mstep: Class 25 contains 8188 members 
Mstep: Class 26 contains 4212 members 
Mstep: Class 27 contains 3166 members 
Mstep: Class 28 contains 17674 members 
Mstep: Class 29 contains 416 members 
Mstep: Class 30 contains 3849 members 
Mstep: Class 31 contains 12521 members 
Mstep: Class 32 contains 14280 members 
Mstep: Class 33 contains 6300 members 
Mstep: Class 34 contains 11083 members 
Mstep: Class 35 contains 2347 members 
Mstep: Class 36 contains 12718 members 
Mstep: Class 37 contains 3398 members 
Mstep: Class 38 contains 12800 members 
Mstep: Class 39 contains 26172 members 
Mstep: Class 40 contains 26173 members 
Mstep: Class 41 contains 1368 members 
Mstep: Class 42 contains 24040 members 
Mstep: Class 43 contains 4353 members 
Mstep: Class 44 contains 3083 members 
Mstep: Class 45 contains 5086 members 
Mstep: Class 46 contains 1961 members 
Mstep: Class 47 contains 26193 members 
Mstep: Class 48 contains 728 members 
Mstep: Class 49 contains 1569 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100278008.000000 Penalty: 108431.960938
Iteration 86Q: 50 clusters Score -1.00278e+08 nChanged 4202
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 47869 members 
Mstep: Class 2 contains 4075 members 
Mstep: Class 3 contains 2115 members 
Mstep: Class 4 contains 3307 members 
Mstep: Class 5 contains 13055 members 
Mstep: Class 6 contains 920 members 
Mstep: Class 7 contains 527 members 
Mstep: Class 8 contains 7954 members 
Mstep: Class 9 contains 17291 members 
Mstep: Class 10 contains 119685 members 
Mstep: Class 11 contains 2349 members 
Mstep: Class 12 contains 74778 members 
Mstep: Class 13 contains 18713 members 
Mstep: Class 14 contains 76022 members 
Mstep: Class 15 contains 2333 members 
Mstep: Class 16 contains 17364 members 
Mstep: Class 17 contains 9465 members 
Mstep: Class 18 contains 19486 members 
Mstep: Class 19 contains 45649 members 
Mstep: Class 20 contains 7206 members 
Mstep: Class 21 contains 8311 members 
Mstep: Class 22 contains 3404 members 
Mstep: Class 23 contains 43330 members 
Mstep: Class 24 contains 41045 members 
Mstep: Class 25 contains 8181 members 
Mstep: Class 26 contains 4197 members 
Mstep: Class 27 contains 3133 members 
Mstep: Class 28 contains 17892 members 
Mstep: Class 29 contains 414 members 
Mstep: Class 30 contains 3897 members 
Mstep: Class 31 contains 12522 members 
Mstep: Class 32 contains 14341 members 
Mstep: Class 33 contains 6630 members 
Mstep: Class 34 contains 11218 members 
Mstep: Class 35 contains 2349 members 
Mstep: Class 36 contains 12634 members 
Mstep: Class 37 contains 3404 members 
Mstep: Class 38 contains 12778 members 
Mstep: Class 39 contains 26287 members 
Mstep: Class 40 contains 25994 members 
Mstep: Class 41 contains 1373 members 
Mstep: Class 42 contains 24121 members 
Mstep: Class 43 contains 4367 members 
Mstep: Class 44 contains 3098 members 
Mstep: Class 45 contains 5076 members 
Mstep: Class 46 contains 1967 members 
Mstep: Class 47 contains 26142 members 
Mstep: Class 48 contains 728 members 
Mstep: Class 49 contains 1584 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100278848.000000 Penalty: 108431.960938
Iteration 87Q: 50 clusters Score -1.002788e+08 nChanged 4091
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 47809 members 
Mstep: Class 2 contains 4162 members 
Mstep: Class 3 contains 2119 members 
Mstep: Class 4 contains 3308 members 
Mstep: Class 5 contains 13093 members 
Mstep: Class 6 contains 928 members 
Mstep: Class 7 contains 513 members 
Mstep: Class 8 contains 7941 members 
Mstep: Class 9 contains 17621 members 
Mstep: Class 10 contains 119054 members 
Mstep: Class 11 contains 2343 members 
Mstep: Class 12 contains 74770 members 
Mstep: Class 13 contains 18696 members 
Mstep: Class 14 contains 75968 members 
Mstep: Class 15 contains 2341 members 
Mstep: Class 16 contains 17205 members 
Mstep: Class 17 contains 9459 members 
Mstep: Class 18 contains 19514 members 
Mstep: Class 19 contains 45496 members 
Mstep: Class 20 contains 7185 members 
Mstep: Class 21 contains 8364 members 
Mstep: Class 22 contains 3398 members 
Mstep: Class 23 contains 43329 members 
Mstep: Class 24 contains 40980 members 
Mstep: Class 25 contains 8173 members 
Mstep: Class 26 contains 4191 members 
Mstep: Class 27 contains 3099 members 
Mstep: Class 28 contains 18110 members 
Mstep: Class 29 contains 413 members 
Mstep: Class 30 contains 3948 members 
Mstep: Class 31 contains 12523 members 
Mstep: Class 32 contains 14411 members 
Mstep: Class 33 contains 6920 members 
Mstep: Class 34 contains 11333 members 
Mstep: Class 35 contains 2344 members 
Mstep: Class 36 contains 12563 members 
Mstep: Class 37 contains 3404 members 
Mstep: Class 38 contains 12753 members 
Mstep: Class 39 contains 26414 members 
Mstep: Class 40 contains 25859 members 
Mstep: Class 41 contains 1376 members 
Mstep: Class 42 contains 24171 members 
Mstep: Class 43 contains 4380 members 
Mstep: Class 44 contains 3115 members 
Mstep: Class 45 contains 5065 members 
Mstep: Class 46 contains 1982 members 
Mstep: Class 47 contains 26115 members 
Mstep: Class 48 contains 728 members 
Mstep: Class 49 contains 1594 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100279856.000000 Penalty: 108431.960938
Iteration 88Q: 50 clusters Score -1.002799e+08 nChanged 4007
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 47752 members 
Mstep: Class 2 contains 4238 members 
Mstep: Class 3 contains 2117 members 
Mstep: Class 4 contains 3308 members 
Mstep: Class 5 contains 13137 members 
Mstep: Class 6 contains 934 members 
Mstep: Class 7 contains 501 members 
Mstep: Class 8 contains 7929 members 
Mstep: Class 9 contains 17997 members 
Mstep: Class 10 contains 118392 members 
Mstep: Class 11 contains 2335 members 
Mstep: Class 12 contains 74770 members 
Mstep: Class 13 contains 18685 members 
Mstep: Class 14 contains 75942 members 
Mstep: Class 15 contains 2347 members 
Mstep: Class 16 contains 17077 members 
Mstep: Class 17 contains 9470 members 
Mstep: Class 18 contains 19549 members 
Mstep: Class 19 contains 45375 members 
Mstep: Class 20 contains 7168 members 
Mstep: Class 21 contains 8419 members 
Mstep: Class 22 contains 3392 members 
Mstep: Class 23 contains 43308 members 
Mstep: Class 24 contains 40927 members 
Mstep: Class 25 contains 8174 members 
Mstep: Class 26 contains 4184 members 
Mstep: Class 27 contains 3070 members 
Mstep: Class 28 contains 18316 members 
Mstep: Class 29 contains 413 members 
Mstep: Class 30 contains 3979 members 
Mstep: Class 31 contains 12523 members 
Mstep: Class 32 contains 14488 members 
Mstep: Class 33 contains 7131 members 
Mstep: Class 34 contains 11440 members 
Mstep: Class 35 contains 2342 members 
Mstep: Class 36 contains 12501 members 
Mstep: Class 37 contains 3411 members 
Mstep: Class 38 contains 12735 members 
Mstep: Class 39 contains 26524 members 
Mstep: Class 40 contains 25700 members 
Mstep: Class 41 contains 1378 members 
Mstep: Class 42 contains 24213 members 
Mstep: Class 43 contains 4378 members 
Mstep: Class 44 contains 3141 members 
Mstep: Class 45 contains 5053 members 
Mstep: Class 46 contains 2002 members 
Mstep: Class 47 contains 26090 members 
Mstep: Class 48 contains 728 members 
Mstep: Class 49 contains 1597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100280624.000000 Penalty: 108431.960938
Iteration 89Q: 50 clusters Score -1.002806e+08 nChanged 3730
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 47705 members 
Mstep: Class 2 contains 4299 members 
Mstep: Class 3 contains 2117 members 
Mstep: Class 4 contains 3307 members 
Mstep: Class 5 contains 13190 members 
Mstep: Class 6 contains 939 members 
Mstep: Class 7 contains 498 members 
Mstep: Class 8 contains 7940 members 
Mstep: Class 9 contains 18397 members 
Mstep: Class 10 contains 117732 members 
Mstep: Class 11 contains 2330 members 
Mstep: Class 12 contains 74779 members 
Mstep: Class 13 contains 18680 members 
Mstep: Class 14 contains 75922 members 
Mstep: Class 15 contains 2352 members 
Mstep: Class 16 contains 17006 members 
Mstep: Class 17 contains 9486 members 
Mstep: Class 18 contains 19579 members 
Mstep: Class 19 contains 45282 members 
Mstep: Class 20 contains 7150 members 
Mstep: Class 21 contains 8488 members 
Mstep: Class 22 contains 3393 members 
Mstep: Class 23 contains 43289 members 
Mstep: Class 24 contains 40865 members 
Mstep: Class 25 contains 8167 members 
Mstep: Class 26 contains 4178 members 
Mstep: Class 27 contains 3041 members 
Mstep: Class 28 contains 18511 members 
Mstep: Class 29 contains 413 members 
Mstep: Class 30 contains 3986 members 
Mstep: Class 31 contains 12523 members 
Mstep: Class 32 contains 14549 members 
Mstep: Class 33 contains 7315 members 
Mstep: Class 34 contains 11513 members 
Mstep: Class 35 contains 2343 members 
Mstep: Class 36 contains 12433 members 
Mstep: Class 37 contains 3409 members 
Mstep: Class 38 contains 12721 members 
Mstep: Class 39 contains 26633 members 
Mstep: Class 40 contains 25496 members 
Mstep: Class 41 contains 1378 members 
Mstep: Class 42 contains 24247 members 
Mstep: Class 43 contains 4385 members 
Mstep: Class 44 contains 3154 members 
Mstep: Class 45 contains 5057 members 
Mstep: Class 46 contains 2018 members 
Mstep: Class 47 contains 26053 members 
Mstep: Class 48 contains 730 members 
Mstep: Class 49 contains 1602 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100281200.000000 Penalty: 108431.960938
Iteration 90Q: 50 clusters Score -1.002812e+08 nChanged 3383
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 47663 members 
Mstep: Class 2 contains 4376 members 
Mstep: Class 3 contains 2115 members 
Mstep: Class 4 contains 3306 members 
Mstep: Class 5 contains 13269 members 
Mstep: Class 6 contains 945 members 
Mstep: Class 7 contains 496 members 
Mstep: Class 8 contains 7917 members 
Mstep: Class 9 contains 18730 members 
Mstep: Class 10 contains 117161 members 
Mstep: Class 11 contains 2328 members 
Mstep: Class 12 contains 74778 members 
Mstep: Class 13 contains 18677 members 
Mstep: Class 14 contains 75873 members 
Mstep: Class 15 contains 2353 members 
Mstep: Class 16 contains 16966 members 
Mstep: Class 17 contains 9502 members 
Mstep: Class 18 contains 19574 members 
Mstep: Class 19 contains 45193 members 
Mstep: Class 20 contains 7129 members 
Mstep: Class 21 contains 8539 members 
Mstep: Class 22 contains 3390 members 
Mstep: Class 23 contains 43279 members 
Mstep: Class 24 contains 40820 members 
Mstep: Class 25 contains 8163 members 
Mstep: Class 26 contains 4183 members 
Mstep: Class 27 contains 2991 members 
Mstep: Class 28 contains 18696 members 
Mstep: Class 29 contains 413 members 
Mstep: Class 30 contains 3989 members 
Mstep: Class 31 contains 12522 members 
Mstep: Class 32 contains 14604 members 
Mstep: Class 33 contains 7435 members 
Mstep: Class 34 contains 11575 members 
Mstep: Class 35 contains 2345 members 
Mstep: Class 36 contains 12367 members 
Mstep: Class 37 contains 3401 members 
Mstep: Class 38 contains 12716 members 
Mstep: Class 39 contains 26734 members 
Mstep: Class 40 contains 25360 members 
Mstep: Class 41 contains 1379 members 
Mstep: Class 42 contains 24269 members 
Mstep: Class 43 contains 4394 members 
Mstep: Class 44 contains 3160 members 
Mstep: Class 45 contains 5066 members 
Mstep: Class 46 contains 2040 members 
Mstep: Class 47 contains 26062 members 
Mstep: Class 48 contains 731 members 
Mstep: Class 49 contains 1606 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100281632.000000 Penalty: 108431.960938
Iteration 91Q: 50 clusters Score -1.002816e+08 nChanged 3283
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 47631 members 
Mstep: Class 2 contains 4442 members 
Mstep: Class 3 contains 2115 members 
Mstep: Class 4 contains 3305 members 
Mstep: Class 5 contains 13331 members 
Mstep: Class 6 contains 951 members 
Mstep: Class 7 contains 491 members 
Mstep: Class 8 contains 7875 members 
Mstep: Class 9 contains 19062 members 
Mstep: Class 10 contains 116561 members 
Mstep: Class 11 contains 2323 members 
Mstep: Class 12 contains 74800 members 
Mstep: Class 13 contains 18672 members 
Mstep: Class 14 contains 75879 members 
Mstep: Class 15 contains 2356 members 
Mstep: Class 16 contains 16944 members 
Mstep: Class 17 contains 9527 members 
Mstep: Class 18 contains 19585 members 
Mstep: Class 19 contains 45082 members 
Mstep: Class 20 contains 7106 members 
Mstep: Class 21 contains 8603 members 
Mstep: Class 22 contains 3392 members 
Mstep: Class 23 contains 43256 members 
Mstep: Class 24 contains 40774 members 
Mstep: Class 25 contains 8160 members 
Mstep: Class 26 contains 4183 members 
Mstep: Class 27 contains 2946 members 
Mstep: Class 28 contains 18898 members 
Mstep: Class 29 contains 414 members 
Mstep: Class 30 contains 4010 members 
Mstep: Class 31 contains 12523 members 
Mstep: Class 32 contains 14665 members 
Mstep: Class 33 contains 7528 members 
Mstep: Class 34 contains 11632 members 
Mstep: Class 35 contains 2347 members 
Mstep: Class 36 contains 12305 members 
Mstep: Class 37 contains 3395 members 
Mstep: Class 38 contains 12702 members 
Mstep: Class 39 contains 26845 members 
Mstep: Class 40 contains 25205 members 
Mstep: Class 41 contains 1380 members 
Mstep: Class 42 contains 24283 members 
Mstep: Class 43 contains 4413 members 
Mstep: Class 44 contains 3168 members 
Mstep: Class 45 contains 5062 members 
Mstep: Class 46 contains 2065 members 
Mstep: Class 47 contains 26050 members 
Mstep: Class 48 contains 729 members 
Mstep: Class 49 contains 1609 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100281952.000000 Penalty: 108431.960938
Iteration 92Q: 50 clusters Score -1.00282e+08 nChanged 3189
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 47593 members 
Mstep: Class 2 contains 4492 members 
Mstep: Class 3 contains 2115 members 
Mstep: Class 4 contains 3304 members 
Mstep: Class 5 contains 13393 members 
Mstep: Class 6 contains 951 members 
Mstep: Class 7 contains 491 members 
Mstep: Class 8 contains 7864 members 
Mstep: Class 9 contains 19359 members 
Mstep: Class 10 contains 115928 members 
Mstep: Class 11 contains 2323 members 
Mstep: Class 12 contains 74822 members 
Mstep: Class 13 contains 18670 members 
Mstep: Class 14 contains 75921 members 
Mstep: Class 15 contains 2361 members 
Mstep: Class 16 contains 16950 members 
Mstep: Class 17 contains 9552 members 
Mstep: Class 18 contains 19595 members 
Mstep: Class 19 contains 44984 members 
Mstep: Class 20 contains 7085 members 
Mstep: Class 21 contains 8672 members 
Mstep: Class 22 contains 3393 members 
Mstep: Class 23 contains 43251 members 
Mstep: Class 24 contains 40730 members 
Mstep: Class 25 contains 8152 members 
Mstep: Class 26 contains 4182 members 
Mstep: Class 27 contains 2906 members 
Mstep: Class 28 contains 19091 members 
Mstep: Class 29 contains 414 members 
Mstep: Class 30 contains 4007 members 
Mstep: Class 31 contains 12522 members 
Mstep: Class 32 contains 14729 members 
Mstep: Class 33 contains 7596 members 
Mstep: Class 34 contains 11684 members 
Mstep: Class 35 contains 2351 members 
Mstep: Class 36 contains 12240 members 
Mstep: Class 37 contains 3404 members 
Mstep: Class 38 contains 12685 members 
Mstep: Class 39 contains 26970 members 
Mstep: Class 40 contains 25041 members 
Mstep: Class 41 contains 1380 members 
Mstep: Class 42 contains 24317 members 
Mstep: Class 43 contains 4419 members 
Mstep: Class 44 contains 3173 members 
Mstep: Class 45 contains 5056 members 
Mstep: Class 46 contains 2088 members 
Mstep: Class 47 contains 26026 members 
Mstep: Class 48 contains 734 members 
Mstep: Class 49 contains 1614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100282448.000000 Penalty: 108431.960938
Iteration 93Q: 50 clusters Score -1.002824e+08 nChanged 3121
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 47572 members 
Mstep: Class 2 contains 4544 members 
Mstep: Class 3 contains 2114 members 
Mstep: Class 4 contains 3302 members 
Mstep: Class 5 contains 13480 members 
Mstep: Class 6 contains 951 members 
Mstep: Class 7 contains 491 members 
Mstep: Class 8 contains 7834 members 
Mstep: Class 9 contains 19641 members 
Mstep: Class 10 contains 115251 members 
Mstep: Class 11 contains 2318 members 
Mstep: Class 12 contains 74832 members 
Mstep: Class 13 contains 18670 members 
Mstep: Class 14 contains 76037 members 
Mstep: Class 15 contains 2365 members 
Mstep: Class 16 contains 16965 members 
Mstep: Class 17 contains 9563 members 
Mstep: Class 18 contains 19607 members 
Mstep: Class 19 contains 44913 members 
Mstep: Class 20 contains 7064 members 
Mstep: Class 21 contains 8744 members 
Mstep: Class 22 contains 3393 members 
Mstep: Class 23 contains 43237 members 
Mstep: Class 24 contains 40686 members 
Mstep: Class 25 contains 8144 members 
Mstep: Class 26 contains 4175 members 
Mstep: Class 27 contains 2842 members 
Mstep: Class 28 contains 19292 members 
Mstep: Class 29 contains 414 members 
Mstep: Class 30 contains 4008 members 
Mstep: Class 31 contains 12522 members 
Mstep: Class 32 contains 14794 members 
Mstep: Class 33 contains 7641 members 
Mstep: Class 34 contains 11729 members 
Mstep: Class 35 contains 2356 members 
Mstep: Class 36 contains 12185 members 
Mstep: Class 37 contains 3418 members 
Mstep: Class 38 contains 12673 members 
Mstep: Class 39 contains 27087 members 
Mstep: Class 40 contains 24855 members 
Mstep: Class 41 contains 1380 members 
Mstep: Class 42 contains 24340 members 
Mstep: Class 43 contains 4424 members 
Mstep: Class 44 contains 3178 members 
Mstep: Class 45 contains 5061 members 
Mstep: Class 46 contains 2113 members 
Mstep: Class 47 contains 26010 members 
Mstep: Class 48 contains 738 members 
Mstep: Class 49 contains 1627 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100282528.000000 Penalty: 108431.960938
Iteration 94Q: 50 clusters Score -1.002825e+08 nChanged 3068
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 47543 members 
Mstep: Class 2 contains 4586 members 
Mstep: Class 3 contains 2116 members 
Mstep: Class 4 contains 3300 members 
Mstep: Class 5 contains 13562 members 
Mstep: Class 6 contains 952 members 
Mstep: Class 7 contains 492 members 
Mstep: Class 8 contains 7819 members 
Mstep: Class 9 contains 19890 members 
Mstep: Class 10 contains 114452 members 
Mstep: Class 11 contains 2315 members 
Mstep: Class 12 contains 74845 members 
Mstep: Class 13 contains 18669 members 
Mstep: Class 14 contains 76337 members 
Mstep: Class 15 contains 2368 members 
Mstep: Class 16 contains 16983 members 
Mstep: Class 17 contains 9560 members 
Mstep: Class 18 contains 19619 members 
Mstep: Class 19 contains 44834 members 
Mstep: Class 20 contains 7040 members 
Mstep: Class 21 contains 8815 members 
Mstep: Class 22 contains 3391 members 
Mstep: Class 23 contains 43213 members 
Mstep: Class 24 contains 40649 members 
Mstep: Class 25 contains 8136 members 
Mstep: Class 26 contains 4164 members 
Mstep: Class 27 contains 2789 members 
Mstep: Class 28 contains 19465 members 
Mstep: Class 29 contains 413 members 
Mstep: Class 30 contains 3999 members 
Mstep: Class 31 contains 12524 members 
Mstep: Class 32 contains 14858 members 
Mstep: Class 33 contains 7674 members 
Mstep: Class 34 contains 11792 members 
Mstep: Class 35 contains 2356 members 
Mstep: Class 36 contains 12127 members 
Mstep: Class 37 contains 3422 members 
Mstep: Class 38 contains 12675 members 
Mstep: Class 39 contains 27210 members 
Mstep: Class 40 contains 24688 members 
Mstep: Class 41 contains 1380 members 
Mstep: Class 42 contains 24372 members 
Mstep: Class 43 contains 4423 members 
Mstep: Class 44 contains 3184 members 
Mstep: Class 45 contains 5056 members 
Mstep: Class 46 contains 2129 members 
Mstep: Class 47 contains 26016 members 
Mstep: Class 48 contains 741 members 
Mstep: Class 49 contains 1637 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100282696.000000 Penalty: 108431.960938
Iteration 95Q: 50 clusters Score -1.002827e+08 nChanged 2966
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 47504 members 
Mstep: Class 2 contains 4625 members 
Mstep: Class 3 contains 2116 members 
Mstep: Class 4 contains 3297 members 
Mstep: Class 5 contains 13633 members 
Mstep: Class 6 contains 953 members 
Mstep: Class 7 contains 491 members 
Mstep: Class 8 contains 7803 members 
Mstep: Class 9 contains 20090 members 
Mstep: Class 10 contains 113649 members 
Mstep: Class 11 contains 2313 members 
Mstep: Class 12 contains 74867 members 
Mstep: Class 13 contains 18670 members 
Mstep: Class 14 contains 76696 members 
Mstep: Class 15 contains 2369 members 
Mstep: Class 16 contains 17000 members 
Mstep: Class 17 contains 9544 members 
Mstep: Class 18 contains 19654 members 
Mstep: Class 19 contains 44749 members 
Mstep: Class 20 contains 7024 members 
Mstep: Class 21 contains 8900 members 
Mstep: Class 22 contains 3391 members 
Mstep: Class 23 contains 43180 members 
Mstep: Class 24 contains 40611 members 
Mstep: Class 25 contains 8132 members 
Mstep: Class 26 contains 4167 members 
Mstep: Class 27 contains 2748 members 
Mstep: Class 28 contains 19637 members 
Mstep: Class 29 contains 412 members 
Mstep: Class 30 contains 3980 members 
Mstep: Class 31 contains 12524 members 
Mstep: Class 32 contains 14921 members 
Mstep: Class 33 contains 7697 members 
Mstep: Class 34 contains 11842 members 
Mstep: Class 35 contains 2356 members 
Mstep: Class 36 contains 12068 members 
Mstep: Class 37 contains 3420 members 
Mstep: Class 38 contains 12664 members 
Mstep: Class 39 contains 27359 members 
Mstep: Class 40 contains 24518 members 
Mstep: Class 41 contains 1380 members 
Mstep: Class 42 contains 24406 members 
Mstep: Class 43 contains 4425 members 
Mstep: Class 44 contains 3190 members 
Mstep: Class 45 contains 5052 members 
Mstep: Class 46 contains 2141 members 
Mstep: Class 47 contains 26015 members 
Mstep: Class 48 contains 749 members 
Mstep: Class 49 contains 1648 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100282808.000000 Penalty: 108431.960938
Iteration 96Q: 50 clusters Score -1.002828e+08 nChanged 2939
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 47485 members 
Mstep: Class 2 contains 4659 members 
Mstep: Class 3 contains 2115 members 
Mstep: Class 4 contains 3293 members 
Mstep: Class 5 contains 13714 members 
Mstep: Class 6 contains 953 members 
Mstep: Class 7 contains 491 members 
Mstep: Class 8 contains 7799 members 
Mstep: Class 9 contains 20266 members 
Mstep: Class 10 contains 112752 members 
Mstep: Class 11 contains 2311 members 
Mstep: Class 12 contains 74869 members 
Mstep: Class 13 contains 18674 members 
Mstep: Class 14 contains 77177 members 
Mstep: Class 15 contains 2370 members 
Mstep: Class 16 contains 17017 members 
Mstep: Class 17 contains 9520 members 
Mstep: Class 18 contains 19664 members 
Mstep: Class 19 contains 44658 members 
Mstep: Class 20 contains 7007 members 
Mstep: Class 21 contains 8955 members 
Mstep: Class 22 contains 3392 members 
Mstep: Class 23 contains 43163 members 
Mstep: Class 24 contains 40571 members 
Mstep: Class 25 contains 8128 members 
Mstep: Class 26 contains 4155 members 
Mstep: Class 27 contains 2691 members 
Mstep: Class 28 contains 19827 members 
Mstep: Class 29 contains 411 members 
Mstep: Class 30 contains 3981 members 
Mstep: Class 31 contains 12528 members 
Mstep: Class 32 contains 14980 members 
Mstep: Class 33 contains 7712 members 
Mstep: Class 34 contains 11899 members 
Mstep: Class 35 contains 2356 members 
Mstep: Class 36 contains 12017 members 
Mstep: Class 37 contains 3422 members 
Mstep: Class 38 contains 12652 members 
Mstep: Class 39 contains 27503 members 
Mstep: Class 40 contains 24357 members 
Mstep: Class 41 contains 1381 members 
Mstep: Class 42 contains 24427 members 
Mstep: Class 43 contains 4433 members 
Mstep: Class 44 contains 3197 members 
Mstep: Class 45 contains 5048 members 
Mstep: Class 46 contains 2163 members 
Mstep: Class 47 contains 26027 members 
Mstep: Class 48 contains 751 members 
Mstep: Class 49 contains 1659 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100282896.000000 Penalty: 108431.960938
Iteration 97Q: 50 clusters Score -1.002829e+08 nChanged 3006
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 47458 members 
Mstep: Class 2 contains 4695 members 
Mstep: Class 3 contains 2114 members 
Mstep: Class 4 contains 3291 members 
Mstep: Class 5 contains 13820 members 
Mstep: Class 6 contains 953 members 
Mstep: Class 7 contains 493 members 
Mstep: Class 8 contains 7792 members 
Mstep: Class 9 contains 20400 members 
Mstep: Class 10 contains 111716 members 
Mstep: Class 11 contains 2311 members 
Mstep: Class 12 contains 74877 members 
Mstep: Class 13 contains 18674 members 
Mstep: Class 14 contains 77791 members 
Mstep: Class 15 contains 2373 members 
Mstep: Class 16 contains 17033 members 
Mstep: Class 17 contains 9518 members 
Mstep: Class 18 contains 19658 members 
Mstep: Class 19 contains 44560 members 
Mstep: Class 20 contains 6991 members 
Mstep: Class 21 contains 9024 members 
Mstep: Class 22 contains 3386 members 
Mstep: Class 23 contains 43135 members 
Mstep: Class 24 contains 40522 members 
Mstep: Class 25 contains 8128 members 
Mstep: Class 26 contains 4155 members 
Mstep: Class 27 contains 2630 members 
Mstep: Class 28 contains 20008 members 
Mstep: Class 29 contains 411 members 
Mstep: Class 30 contains 3987 members 
Mstep: Class 31 contains 12530 members 
Mstep: Class 32 contains 15042 members 
Mstep: Class 33 contains 7729 members 
Mstep: Class 34 contains 11961 members 
Mstep: Class 35 contains 2357 members 
Mstep: Class 36 contains 11990 members 
Mstep: Class 37 contains 3432 members 
Mstep: Class 38 contains 12619 members 
Mstep: Class 39 contains 27655 members 
Mstep: Class 40 contains 24234 members 
Mstep: Class 41 contains 1381 members 
Mstep: Class 42 contains 24447 members 
Mstep: Class 43 contains 4443 members 
Mstep: Class 44 contains 3202 members 
Mstep: Class 45 contains 5037 members 
Mstep: Class 46 contains 2180 members 
Mstep: Class 47 contains 26021 members 
Mstep: Class 48 contains 750 members 
Mstep: Class 49 contains 1666 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100282800.000000 Penalty: 108431.960938
Iteration 98Q: 50 clusters Score -1.002828e+08 nChanged 3129
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 47429 members 
Mstep: Class 2 contains 4730 members 
Mstep: Class 3 contains 2113 members 
Mstep: Class 4 contains 3293 members 
Mstep: Class 5 contains 13912 members 
Mstep: Class 6 contains 954 members 
Mstep: Class 7 contains 493 members 
Mstep: Class 8 contains 7788 members 
Mstep: Class 9 contains 20535 members 
Mstep: Class 10 contains 110514 members 
Mstep: Class 11 contains 2308 members 
Mstep: Class 12 contains 74872 members 
Mstep: Class 13 contains 18683 members 
Mstep: Class 14 contains 78549 members 
Mstep: Class 15 contains 2376 members 
Mstep: Class 16 contains 17044 members 
Mstep: Class 17 contains 9521 members 
Mstep: Class 18 contains 19658 members 
Mstep: Class 19 contains 44472 members 
Mstep: Class 20 contains 6971 members 
Mstep: Class 21 contains 9093 members 
Mstep: Class 22 contains 3377 members 
Mstep: Class 23 contains 43096 members 
Mstep: Class 24 contains 40474 members 
Mstep: Class 25 contains 8127 members 
Mstep: Class 26 contains 4151 members 
Mstep: Class 27 contains 2574 members 
Mstep: Class 28 contains 20206 members 
Mstep: Class 29 contains 411 members 
Mstep: Class 30 contains 3996 members 
Mstep: Class 31 contains 12531 members 
Mstep: Class 32 contains 15096 members 
Mstep: Class 33 contains 7751 members 
Mstep: Class 34 contains 12038 members 
Mstep: Class 35 contains 2359 members 
Mstep: Class 36 contains 11974 members 
Mstep: Class 37 contains 3434 members 
Mstep: Class 38 contains 12596 members 
Mstep: Class 39 contains 27829 members 
Mstep: Class 40 contains 24122 members 
Mstep: Class 41 contains 1381 members 
Mstep: Class 42 contains 24465 members 
Mstep: Class 43 contains 4447 members 
Mstep: Class 44 contains 3208 members 
Mstep: Class 45 contains 5016 members 
Mstep: Class 46 contains 2192 members 
Mstep: Class 47 contains 26000 members 
Mstep: Class 48 contains 750 members 
Mstep: Class 49 contains 1671 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100282904.000000 Penalty: 108431.960938
Iteration 99Q: 50 clusters Score -1.002829e+08 nChanged 3227
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 47398 members 
Mstep: Class 2 contains 4757 members 
Mstep: Class 3 contains 2114 members 
Mstep: Class 4 contains 3294 members 
Mstep: Class 5 contains 14014 members 
Mstep: Class 6 contains 955 members 
Mstep: Class 7 contains 493 members 
Mstep: Class 8 contains 7788 members 
Mstep: Class 9 contains 20684 members 
Mstep: Class 10 contains 109195 members 
Mstep: Class 11 contains 2303 members 
Mstep: Class 12 contains 74851 members 
Mstep: Class 13 contains 18683 members 
Mstep: Class 14 contains 79421 members 
Mstep: Class 15 contains 2381 members 
Mstep: Class 16 contains 17054 members 
Mstep: Class 17 contains 9486 members 
Mstep: Class 18 contains 19662 members 
Mstep: Class 19 contains 44378 members 
Mstep: Class 20 contains 6958 members 
Mstep: Class 21 contains 9144 members 
Mstep: Class 22 contains 3375 members 
Mstep: Class 23 contains 43071 members 
Mstep: Class 24 contains 40428 members 
Mstep: Class 25 contains 8124 members 
Mstep: Class 26 contains 4149 members 
Mstep: Class 27 contains 2521 members 
Mstep: Class 28 contains 20395 members 
Mstep: Class 29 contains 410 members 
Mstep: Class 30 contains 4000 members 
Mstep: Class 31 contains 12532 members 
Mstep: Class 32 contains 15156 members 
Mstep: Class 33 contains 7773 members 
Mstep: Class 34 contains 12111 members 
Mstep: Class 35 contains 2360 members 
Mstep: Class 36 contains 11969 members 
Mstep: Class 37 contains 3441 members 
Mstep: Class 38 contains 12602 members 
Mstep: Class 39 contains 28013 members 
Mstep: Class 40 contains 24004 members 
Mstep: Class 41 contains 1380 members 
Mstep: Class 42 contains 24485 members 
Mstep: Class 43 contains 4449 members 
Mstep: Class 44 contains 3211 members 
Mstep: Class 45 contains 5001 members 
Mstep: Class 46 contains 2202 members 
Mstep: Class 47 contains 25980 members 
Mstep: Class 48 contains 750 members 
Mstep: Class 49 contains 1675 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100283264.000000 Penalty: 108431.960938
Iteration 100F: 50 clusters Score -1.002833e+08 nChanged 3616
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 47366 members 
Mstep: Class 2 contains 4783 members 
Mstep: Class 3 contains 2113 members 
Mstep: Class 4 contains 3294 members 
Mstep: Class 5 contains 14116 members 
Mstep: Class 6 contains 956 members 
Mstep: Class 7 contains 486 members 
Mstep: Class 8 contains 7796 members 
Mstep: Class 9 contains 20793 members 
Mstep: Class 10 contains 107636 members 
Mstep: Class 11 contains 2300 members 
Mstep: Class 12 contains 74830 members 
Mstep: Class 13 contains 18684 members 
Mstep: Class 14 contains 80504 members 
Mstep: Class 15 contains 2383 members 
Mstep: Class 16 contains 17051 members 
Mstep: Class 17 contains 9482 members 
Mstep: Class 18 contains 19673 members 
Mstep: Class 19 contains 44293 members 
Mstep: Class 20 contains 6942 members 
Mstep: Class 21 contains 9205 members 
Mstep: Class 22 contains 3367 members 
Mstep: Class 23 contains 43031 members 
Mstep: Class 24 contains 40385 members 
Mstep: Class 25 contains 8119 members 
Mstep: Class 26 contains 4147 members 
Mstep: Class 27 contains 2462 members 
Mstep: Class 28 contains 20563 members 
Mstep: Class 29 contains 412 members 
Mstep: Class 30 contains 4040 members 
Mstep: Class 31 contains 12534 members 
Mstep: Class 32 contains 15216 members 
Mstep: Class 33 contains 7792 members 
Mstep: Class 34 contains 12178 members 
Mstep: Class 35 contains 2362 members 
Mstep: Class 36 contains 11973 members 
Mstep: Class 37 contains 3441 members 
Mstep: Class 38 contains 12603 members 
Mstep: Class 39 contains 28239 members 
Mstep: Class 40 contains 23877 members 
Mstep: Class 41 contains 1379 members 
Mstep: Class 42 contains 24504 members 
Mstep: Class 43 contains 4456 members 
Mstep: Class 44 contains 3213 members 
Mstep: Class 45 contains 4982 members 
Mstep: Class 46 contains 2224 members 
Mstep: Class 47 contains 25962 members 
Mstep: Class 48 contains 754 members 
Mstep: Class 49 contains 1680 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100283464.000000 Penalty: 108431.960938
Iteration 101Q: 50 clusters Score -1.002835e+08 nChanged 3910
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 47337 members 
Mstep: Class 2 contains 4820 members 
Mstep: Class 3 contains 2117 members 
Mstep: Class 4 contains 3292 members 
Mstep: Class 5 contains 14208 members 
Mstep: Class 6 contains 956 members 
Mstep: Class 7 contains 482 members 
Mstep: Class 8 contains 7807 members 
Mstep: Class 9 contains 20906 members 
Mstep: Class 10 contains 105897 members 
Mstep: Class 11 contains 2294 members 
Mstep: Class 12 contains 74804 members 
Mstep: Class 13 contains 18683 members 
Mstep: Class 14 contains 81701 members 
Mstep: Class 15 contains 2392 members 
Mstep: Class 16 contains 17057 members 
Mstep: Class 17 contains 9484 members 
Mstep: Class 18 contains 19684 members 
Mstep: Class 19 contains 44211 members 
Mstep: Class 20 contains 6929 members 
Mstep: Class 21 contains 9257 members 
Mstep: Class 22 contains 3361 members 
Mstep: Class 23 contains 42999 members 
Mstep: Class 24 contains 40343 members 
Mstep: Class 25 contains 8111 members 
Mstep: Class 26 contains 4147 members 
Mstep: Class 27 contains 2415 members 
Mstep: Class 28 contains 20721 members 
Mstep: Class 29 contains 405 members 
Mstep: Class 30 contains 4080 members 
Mstep: Class 31 contains 12537 members 
Mstep: Class 32 contains 15273 members 
Mstep: Class 33 contains 7805 members 
Mstep: Class 34 contains 12256 members 
Mstep: Class 35 contains 2362 members 
Mstep: Class 36 contains 11982 members 
Mstep: Class 37 contains 3440 members 
Mstep: Class 38 contains 12603 members 
Mstep: Class 39 contains 28519 members 
Mstep: Class 40 contains 23736 members 
Mstep: Class 41 contains 1380 members 
Mstep: Class 42 contains 24519 members 
Mstep: Class 43 contains 4451 members 
Mstep: Class 44 contains 3216 members 
Mstep: Class 45 contains 4974 members 
Mstep: Class 46 contains 2250 members 
Mstep: Class 47 contains 25933 members 
Mstep: Class 48 contains 756 members 
Mstep: Class 49 contains 1689 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100283800.000000 Penalty: 108431.960938
Iteration 102Q: 50 clusters Score -1.002838e+08 nChanged 4302
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 47328 members 
Mstep: Class 2 contains 4855 members 
Mstep: Class 3 contains 2120 members 
Mstep: Class 4 contains 3288 members 
Mstep: Class 5 contains 14286 members 
Mstep: Class 6 contains 958 members 
Mstep: Class 7 contains 481 members 
Mstep: Class 8 contains 7796 members 
Mstep: Class 9 contains 21020 members 
Mstep: Class 10 contains 103855 members 
Mstep: Class 11 contains 2291 members 
Mstep: Class 12 contains 74765 members 
Mstep: Class 13 contains 18676 members 
Mstep: Class 14 contains 83227 members 
Mstep: Class 15 contains 2402 members 
Mstep: Class 16 contains 17062 members 
Mstep: Class 17 contains 9444 members 
Mstep: Class 18 contains 19718 members 
Mstep: Class 19 contains 44109 members 
Mstep: Class 20 contains 6907 members 
Mstep: Class 21 contains 9321 members 
Mstep: Class 22 contains 3358 members 
Mstep: Class 23 contains 42967 members 
Mstep: Class 24 contains 40309 members 
Mstep: Class 25 contains 8106 members 
Mstep: Class 26 contains 4147 members 
Mstep: Class 27 contains 2391 members 
Mstep: Class 28 contains 20893 members 
Mstep: Class 29 contains 402 members 
Mstep: Class 30 contains 4097 members 
Mstep: Class 31 contains 12537 members 
Mstep: Class 32 contains 15322 members 
Mstep: Class 33 contains 7818 members 
Mstep: Class 34 contains 12363 members 
Mstep: Class 35 contains 2363 members 
Mstep: Class 36 contains 11995 members 
Mstep: Class 37 contains 3443 members 
Mstep: Class 38 contains 12598 members 
Mstep: Class 39 contains 28799 members 
Mstep: Class 40 contains 23596 members 
Mstep: Class 41 contains 1379 members 
Mstep: Class 42 contains 24545 members 
Mstep: Class 43 contains 4445 members 
Mstep: Class 44 contains 3217 members 
Mstep: Class 45 contains 4956 members 
Mstep: Class 46 contains 2263 members 
Mstep: Class 47 contains 25909 members 
Mstep: Class 48 contains 757 members 
Mstep: Class 49 contains 1697 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100283800.000000 Penalty: 108431.960938
Iteration 103Q: 50 clusters Score -1.002838e+08 nChanged 4694
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 47316 members 
Mstep: Class 2 contains 4893 members 
Mstep: Class 3 contains 2117 members 
Mstep: Class 4 contains 3286 members 
Mstep: Class 5 contains 14357 members 
Mstep: Class 6 contains 960 members 
Mstep: Class 7 contains 479 members 
Mstep: Class 8 contains 7802 members 
Mstep: Class 9 contains 21106 members 
Mstep: Class 10 contains 101590 members 
Mstep: Class 11 contains 2287 members 
Mstep: Class 12 contains 74703 members 
Mstep: Class 13 contains 18673 members 
Mstep: Class 14 contains 84921 members 
Mstep: Class 15 contains 2415 members 
Mstep: Class 16 contains 17072 members 
Mstep: Class 17 contains 9400 members 
Mstep: Class 18 contains 19747 members 
Mstep: Class 19 contains 44027 members 
Mstep: Class 20 contains 6890 members 
Mstep: Class 21 contains 9403 members 
Mstep: Class 22 contains 3348 members 
Mstep: Class 23 contains 42943 members 
Mstep: Class 24 contains 40266 members 
Mstep: Class 25 contains 8104 members 
Mstep: Class 26 contains 4145 members 
Mstep: Class 27 contains 2364 members 
Mstep: Class 28 contains 21092 members 
Mstep: Class 29 contains 398 members 
Mstep: Class 30 contains 4121 members 
Mstep: Class 31 contains 12537 members 
Mstep: Class 32 contains 15364 members 
Mstep: Class 33 contains 7827 members 
Mstep: Class 34 contains 12476 members 
Mstep: Class 35 contains 2364 members 
Mstep: Class 36 contains 12005 members 
Mstep: Class 37 contains 3444 members 
Mstep: Class 38 contains 12566 members 
Mstep: Class 39 contains 29121 members 
Mstep: Class 40 contains 23478 members 
Mstep: Class 41 contains 1380 members 
Mstep: Class 42 contains 24568 members 
Mstep: Class 43 contains 4438 members 
Mstep: Class 44 contains 3217 members 
Mstep: Class 45 contains 4936 members 
Mstep: Class 46 contains 2275 members 
Mstep: Class 47 contains 25894 members 
Mstep: Class 48 contains 759 members 
Mstep: Class 49 contains 1707 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100284384.000000 Penalty: 108431.960938
Iteration 104Q: 50 clusters Score -1.002844e+08 nChanged 4953
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 47311 members 
Mstep: Class 2 contains 4928 members 
Mstep: Class 3 contains 2112 members 
Mstep: Class 4 contains 3285 members 
Mstep: Class 5 contains 14420 members 
Mstep: Class 6 contains 966 members 
Mstep: Class 7 contains 477 members 
Mstep: Class 8 contains 7804 members 
Mstep: Class 9 contains 21238 members 
Mstep: Class 10 contains 99065 members 
Mstep: Class 11 contains 2285 members 
Mstep: Class 12 contains 74659 members 
Mstep: Class 13 contains 18665 members 
Mstep: Class 14 contains 86783 members 
Mstep: Class 15 contains 2425 members 
Mstep: Class 16 contains 17086 members 
Mstep: Class 17 contains 9377 members 
Mstep: Class 18 contains 19767 members 
Mstep: Class 19 contains 43928 members 
Mstep: Class 20 contains 6881 members 
Mstep: Class 21 contains 9467 members 
Mstep: Class 22 contains 3337 members 
Mstep: Class 23 contains 42912 members 
Mstep: Class 24 contains 40222 members 
Mstep: Class 25 contains 8102 members 
Mstep: Class 26 contains 4148 members 
Mstep: Class 27 contains 2337 members 
Mstep: Class 28 contains 21320 members 
Mstep: Class 29 contains 396 members 
Mstep: Class 30 contains 4127 members 
Mstep: Class 31 contains 12537 members 
Mstep: Class 32 contains 15417 members 
Mstep: Class 33 contains 7833 members 
Mstep: Class 34 contains 12591 members 
Mstep: Class 35 contains 2364 members 
Mstep: Class 36 contains 12006 members 
Mstep: Class 37 contains 3453 members 
Mstep: Class 38 contains 12542 members 
Mstep: Class 39 contains 29467 members 
Mstep: Class 40 contains 23368 members 
Mstep: Class 41 contains 1382 members 
Mstep: Class 42 contains 24584 members 
Mstep: Class 43 contains 4439 members 
Mstep: Class 44 contains 3217 members 
Mstep: Class 45 contains 4910 members 
Mstep: Class 46 contains 2283 members 
Mstep: Class 47 contains 25882 members 
Mstep: Class 48 contains 759 members 
Mstep: Class 49 contains 1717 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100284864.000000 Penalty: 108431.960938
Iteration 105Q: 50 clusters Score -1.002849e+08 nChanged 5126
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 47300 members 
Mstep: Class 2 contains 4964 members 
Mstep: Class 3 contains 2111 members 
Mstep: Class 4 contains 3286 members 
Mstep: Class 5 contains 14464 members 
Mstep: Class 6 contains 969 members 
Mstep: Class 7 contains 478 members 
Mstep: Class 8 contains 7803 members 
Mstep: Class 9 contains 21356 members 
Mstep: Class 10 contains 96326 members 
Mstep: Class 11 contains 2281 members 
Mstep: Class 12 contains 74622 members 
Mstep: Class 13 contains 18661 members 
Mstep: Class 14 contains 88881 members 
Mstep: Class 15 contains 2434 members 
Mstep: Class 16 contains 17092 members 
Mstep: Class 17 contains 9354 members 
Mstep: Class 18 contains 19799 members 
Mstep: Class 19 contains 43827 members 
Mstep: Class 20 contains 6869 members 
Mstep: Class 21 contains 9527 members 
Mstep: Class 22 contains 3332 members 
Mstep: Class 23 contains 42887 members 
Mstep: Class 24 contains 40199 members 
Mstep: Class 25 contains 8098 members 
Mstep: Class 26 contains 4152 members 
Mstep: Class 27 contains 2317 members 
Mstep: Class 28 contains 21523 members 
Mstep: Class 29 contains 396 members 
Mstep: Class 30 contains 4128 members 
Mstep: Class 31 contains 12538 members 
Mstep: Class 32 contains 15468 members 
Mstep: Class 33 contains 7839 members 
Mstep: Class 34 contains 12714 members 
Mstep: Class 35 contains 2365 members 
Mstep: Class 36 contains 12009 members 
Mstep: Class 37 contains 3452 members 
Mstep: Class 38 contains 12492 members 
Mstep: Class 39 contains 29821 members 
Mstep: Class 40 contains 23282 members 
Mstep: Class 41 contains 1383 members 
Mstep: Class 42 contains 24604 members 
Mstep: Class 43 contains 4442 members 
Mstep: Class 44 contains 3217 members 
Mstep: Class 45 contains 4878 members 
Mstep: Class 46 contains 2281 members 
Mstep: Class 47 contains 25880 members 
Mstep: Class 48 contains 758 members 
Mstep: Class 49 contains 1722 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100284840.000000 Penalty: 108431.960938
Iteration 106Q: 50 clusters Score -1.002848e+08 nChanged 5582
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 47291 members 
Mstep: Class 2 contains 5007 members 
Mstep: Class 3 contains 2110 members 
Mstep: Class 4 contains 3286 members 
Mstep: Class 5 contains 14506 members 
Mstep: Class 6 contains 970 members 
Mstep: Class 7 contains 476 members 
Mstep: Class 8 contains 7796 members 
Mstep: Class 9 contains 21463 members 
Mstep: Class 10 contains 93329 members 
Mstep: Class 11 contains 2279 members 
Mstep: Class 12 contains 74595 members 
Mstep: Class 13 contains 18658 members 
Mstep: Class 14 contains 91163 members 
Mstep: Class 15 contains 2443 members 
Mstep: Class 16 contains 17101 members 
Mstep: Class 17 contains 9322 members 
Mstep: Class 18 contains 19838 members 
Mstep: Class 19 contains 43755 members 
Mstep: Class 20 contains 6852 members 
Mstep: Class 21 contains 9594 members 
Mstep: Class 22 contains 3334 members 
Mstep: Class 23 contains 42856 members 
Mstep: Class 24 contains 40168 members 
Mstep: Class 25 contains 8086 members 
Mstep: Class 26 contains 4153 members 
Mstep: Class 27 contains 2299 members 
Mstep: Class 28 contains 21743 members 
Mstep: Class 29 contains 397 members 
Mstep: Class 30 contains 4129 members 
Mstep: Class 31 contains 12538 members 
Mstep: Class 32 contains 15514 members 
Mstep: Class 33 contains 7845 members 
Mstep: Class 34 contains 12846 members 
Mstep: Class 35 contains 2365 members 
Mstep: Class 36 contains 12012 members 
Mstep: Class 37 contains 3457 members 
Mstep: Class 38 contains 12432 members 
Mstep: Class 39 contains 30218 members 
Mstep: Class 40 contains 23172 members 
Mstep: Class 41 contains 1384 members 
Mstep: Class 42 contains 24625 members 
Mstep: Class 43 contains 4448 members 
Mstep: Class 44 contains 3217 members 
Mstep: Class 45 contains 4862 members 
Mstep: Class 46 contains 2287 members 
Mstep: Class 47 contains 25869 members 
Mstep: Class 48 contains 762 members 
Mstep: Class 49 contains 1729 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100285872.000000 Penalty: 108431.960938
Iteration 107Q: 50 clusters Score -1.002859e+08 nChanged 6012
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 47306 members 
Mstep: Class 2 contains 5036 members 
Mstep: Class 3 contains 2108 members 
Mstep: Class 4 contains 3285 members 
Mstep: Class 5 contains 14535 members 
Mstep: Class 6 contains 972 members 
Mstep: Class 7 contains 477 members 
Mstep: Class 8 contains 7776 members 
Mstep: Class 9 contains 21537 members 
Mstep: Class 10 contains 90005 members 
Mstep: Class 11 contains 2279 members 
Mstep: Class 12 contains 74559 members 
Mstep: Class 13 contains 18668 members 
Mstep: Class 14 contains 93794 members 
Mstep: Class 15 contains 2447 members 
Mstep: Class 16 contains 17108 members 
Mstep: Class 17 contains 9270 members 
Mstep: Class 18 contains 19863 members 
Mstep: Class 19 contains 43658 members 
Mstep: Class 20 contains 6831 members 
Mstep: Class 21 contains 9645 members 
Mstep: Class 22 contains 3334 members 
Mstep: Class 23 contains 42824 members 
Mstep: Class 24 contains 40144 members 
Mstep: Class 25 contains 8080 members 
Mstep: Class 26 contains 4145 members 
Mstep: Class 27 contains 2282 members 
Mstep: Class 28 contains 21967 members 
Mstep: Class 29 contains 395 members 
Mstep: Class 30 contains 4127 members 
Mstep: Class 31 contains 12539 members 
Mstep: Class 32 contains 15579 members 
Mstep: Class 33 contains 7854 members 
Mstep: Class 34 contains 12976 members 
Mstep: Class 35 contains 2366 members 
Mstep: Class 36 contains 12012 members 
Mstep: Class 37 contains 3471 members 
Mstep: Class 38 contains 12400 members 
Mstep: Class 39 contains 30671 members 
Mstep: Class 40 contains 23064 members 
Mstep: Class 41 contains 1383 members 
Mstep: Class 42 contains 24642 members 
Mstep: Class 43 contains 4459 members 
Mstep: Class 44 contains 3219 members 
Mstep: Class 45 contains 4843 members 
Mstep: Class 46 contains 2281 members 
Mstep: Class 47 contains 25865 members 
Mstep: Class 48 contains 766 members 
Mstep: Class 49 contains 1734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100286256.000000 Penalty: 108431.960938
Iteration 108Q: 50 clusters Score -1.002863e+08 nChanged 6404
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 47312 members 
Mstep: Class 2 contains 5066 members 
Mstep: Class 3 contains 2107 members 
Mstep: Class 4 contains 3283 members 
Mstep: Class 5 contains 14562 members 
Mstep: Class 6 contains 975 members 
Mstep: Class 7 contains 477 members 
Mstep: Class 8 contains 7758 members 
Mstep: Class 9 contains 21615 members 
Mstep: Class 10 contains 86479 members 
Mstep: Class 11 contains 2276 members 
Mstep: Class 12 contains 74546 members 
Mstep: Class 13 contains 18673 members 
Mstep: Class 14 contains 96596 members 
Mstep: Class 15 contains 2450 members 
Mstep: Class 16 contains 17114 members 
Mstep: Class 17 contains 9219 members 
Mstep: Class 18 contains 19904 members 
Mstep: Class 19 contains 43537 members 
Mstep: Class 20 contains 6811 members 
Mstep: Class 21 contains 9700 members 
Mstep: Class 22 contains 3325 members 
Mstep: Class 23 contains 42790 members 
Mstep: Class 24 contains 40135 members 
Mstep: Class 25 contains 8070 members 
Mstep: Class 26 contains 4134 members 
Mstep: Class 27 contains 2274 members 
Mstep: Class 28 contains 22205 members 
Mstep: Class 29 contains 395 members 
Mstep: Class 30 contains 4119 members 
Mstep: Class 31 contains 12540 members 
Mstep: Class 32 contains 15636 members 
Mstep: Class 33 contains 7861 members 
Mstep: Class 34 contains 13114 members 
Mstep: Class 35 contains 2368 members 
Mstep: Class 36 contains 12000 members 
Mstep: Class 37 contains 3477 members 
Mstep: Class 38 contains 12378 members 
Mstep: Class 39 contains 31157 members 
Mstep: Class 40 contains 22950 members 
Mstep: Class 41 contains 1383 members 
Mstep: Class 42 contains 24654 members 
Mstep: Class 43 contains 4463 members 
Mstep: Class 44 contains 3219 members 
Mstep: Class 45 contains 4816 members 
Mstep: Class 46 contains 2284 members 
Mstep: Class 47 contains 25859 members 
Mstep: Class 48 contains 771 members 
Mstep: Class 49 contains 1744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100286768.000000 Penalty: 108431.960938
Iteration 109Q: 50 clusters Score -1.002868e+08 nChanged 6772
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 47304 members 
Mstep: Class 2 contains 5091 members 
Mstep: Class 3 contains 2106 members 
Mstep: Class 4 contains 3281 members 
Mstep: Class 5 contains 14576 members 
Mstep: Class 6 contains 977 members 
Mstep: Class 7 contains 477 members 
Mstep: Class 8 contains 7756 members 
Mstep: Class 9 contains 21714 members 
Mstep: Class 10 contains 82828 members 
Mstep: Class 11 contains 2273 members 
Mstep: Class 12 contains 74522 members 
Mstep: Class 13 contains 18672 members 
Mstep: Class 14 contains 99467 members 
Mstep: Class 15 contains 2450 members 
Mstep: Class 16 contains 17124 members 
Mstep: Class 17 contains 9211 members 
Mstep: Class 18 contains 19933 members 
Mstep: Class 19 contains 43414 members 
Mstep: Class 20 contains 6795 members 
Mstep: Class 21 contains 9750 members 
Mstep: Class 22 contains 3319 members 
Mstep: Class 23 contains 42755 members 
Mstep: Class 24 contains 40130 members 
Mstep: Class 25 contains 8062 members 
Mstep: Class 26 contains 4122 members 
Mstep: Class 27 contains 2260 members 
Mstep: Class 28 contains 22429 members 
Mstep: Class 29 contains 395 members 
Mstep: Class 30 contains 4122 members 
Mstep: Class 31 contains 12539 members 
Mstep: Class 32 contains 15718 members 
Mstep: Class 33 contains 7867 members 
Mstep: Class 34 contains 13207 members 
Mstep: Class 35 contains 2371 members 
Mstep: Class 36 contains 11983 members 
Mstep: Class 37 contains 3487 members 
Mstep: Class 38 contains 12349 members 
Mstep: Class 39 contains 31694 members 
Mstep: Class 40 contains 22830 members 
Mstep: Class 41 contains 1382 members 
Mstep: Class 42 contains 24662 members 
Mstep: Class 43 contains 4472 members 
Mstep: Class 44 contains 3219 members 
Mstep: Class 45 contains 4806 members 
Mstep: Class 46 contains 2290 members 
Mstep: Class 47 contains 25859 members 
Mstep: Class 48 contains 776 members 
Mstep: Class 49 contains 1755 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100287592.000000 Penalty: 108431.960938
Iteration 110Q: 50 clusters Score -1.002876e+08 nChanged 7072
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 47299 members 
Mstep: Class 2 contains 5115 members 
Mstep: Class 3 contains 2106 members 
Mstep: Class 4 contains 3281 members 
Mstep: Class 5 contains 14595 members 
Mstep: Class 6 contains 982 members 
Mstep: Class 7 contains 477 members 
Mstep: Class 8 contains 7744 members 
Mstep: Class 9 contains 21804 members 
Mstep: Class 10 contains 79113 members 
Mstep: Class 11 contains 2269 members 
Mstep: Class 12 contains 74484 members 
Mstep: Class 13 contains 18674 members 
Mstep: Class 14 contains 102406 members 
Mstep: Class 15 contains 2455 members 
Mstep: Class 16 contains 17138 members 
Mstep: Class 17 contains 9209 members 
Mstep: Class 18 contains 19975 members 
Mstep: Class 19 contains 43316 members 
Mstep: Class 20 contains 6776 members 
Mstep: Class 21 contains 9788 members 
Mstep: Class 22 contains 3308 members 
Mstep: Class 23 contains 42720 members 
Mstep: Class 24 contains 40102 members 
Mstep: Class 25 contains 8055 members 
Mstep: Class 26 contains 4120 members 
Mstep: Class 27 contains 2251 members 
Mstep: Class 28 contains 22683 members 
Mstep: Class 29 contains 395 members 
Mstep: Class 30 contains 4121 members 
Mstep: Class 31 contains 12538 members 
Mstep: Class 32 contains 15805 members 
Mstep: Class 33 contains 7871 members 
Mstep: Class 34 contains 13278 members 
Mstep: Class 35 contains 2371 members 
Mstep: Class 36 contains 11970 members 
Mstep: Class 37 contains 3493 members 
Mstep: Class 38 contains 12313 members 
Mstep: Class 39 contains 32248 members 
Mstep: Class 40 contains 22697 members 
Mstep: Class 41 contains 1382 members 
Mstep: Class 42 contains 24671 members 
Mstep: Class 43 contains 4475 members 
Mstep: Class 44 contains 3219 members 
Mstep: Class 45 contains 4799 members 
Mstep: Class 46 contains 2293 members 
Mstep: Class 47 contains 25848 members 
Mstep: Class 48 contains 781 members 
Mstep: Class 49 contains 1768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100288448.000000 Penalty: 108431.960938
Iteration 111Q: 50 clusters Score -1.002884e+08 nChanged 7297
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 47295 members 
Mstep: Class 2 contains 5146 members 
Mstep: Class 3 contains 2106 members 
Mstep: Class 4 contains 3283 members 
Mstep: Class 5 contains 14607 members 
Mstep: Class 6 contains 986 members 
Mstep: Class 7 contains 477 members 
Mstep: Class 8 contains 7740 members 
Mstep: Class 9 contains 21887 members 
Mstep: Class 10 contains 75512 members 
Mstep: Class 11 contains 2259 members 
Mstep: Class 12 contains 74462 members 
Mstep: Class 13 contains 18673 members 
Mstep: Class 14 contains 105239 members 
Mstep: Class 15 contains 2459 members 
Mstep: Class 16 contains 17155 members 
Mstep: Class 17 contains 9225 members 
Mstep: Class 18 contains 19985 members 
Mstep: Class 19 contains 43174 members 
Mstep: Class 20 contains 6758 members 
Mstep: Class 21 contains 9834 members 
Mstep: Class 22 contains 3304 members 
Mstep: Class 23 contains 42692 members 
Mstep: Class 24 contains 40072 members 
Mstep: Class 25 contains 8053 members 
Mstep: Class 26 contains 4118 members 
Mstep: Class 27 contains 2249 members 
Mstep: Class 28 contains 22948 members 
Mstep: Class 29 contains 395 members 
Mstep: Class 30 contains 4116 members 
Mstep: Class 31 contains 12540 members 
Mstep: Class 32 contains 15908 members 
Mstep: Class 33 contains 7879 members 
Mstep: Class 34 contains 13339 members 
Mstep: Class 35 contains 2371 members 
Mstep: Class 36 contains 11949 members 
Mstep: Class 37 contains 3494 members 
Mstep: Class 38 contains 12277 members 
Mstep: Class 39 contains 32806 members 
Mstep: Class 40 contains 22564 members 
Mstep: Class 41 contains 1383 members 
Mstep: Class 42 contains 24673 members 
Mstep: Class 43 contains 4477 members 
Mstep: Class 44 contains 3219 members 
Mstep: Class 45 contains 4774 members 
Mstep: Class 46 contains 2299 members 
Mstep: Class 47 contains 25845 members 
Mstep: Class 48 contains 791 members 
Mstep: Class 49 contains 1784 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100289568.000000 Penalty: 108431.960938
Iteration 112Q: 50 clusters Score -1.002896e+08 nChanged 7414
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 47285 members 
Mstep: Class 2 contains 5166 members 
Mstep: Class 3 contains 2105 members 
Mstep: Class 4 contains 3282 members 
Mstep: Class 5 contains 14614 members 
Mstep: Class 6 contains 990 members 
Mstep: Class 7 contains 477 members 
Mstep: Class 8 contains 7738 members 
Mstep: Class 9 contains 21979 members 
Mstep: Class 10 contains 71951 members 
Mstep: Class 11 contains 2260 members 
Mstep: Class 12 contains 74440 members 
Mstep: Class 13 contains 18671 members 
Mstep: Class 14 contains 108047 members 
Mstep: Class 15 contains 2464 members 
Mstep: Class 16 contains 17170 members 
Mstep: Class 17 contains 9246 members 
Mstep: Class 18 contains 20000 members 
Mstep: Class 19 contains 43033 members 
Mstep: Class 20 contains 6743 members 
Mstep: Class 21 contains 9871 members 
Mstep: Class 22 contains 3295 members 
Mstep: Class 23 contains 42655 members 
Mstep: Class 24 contains 40058 members 
Mstep: Class 25 contains 8048 members 
Mstep: Class 26 contains 4107 members 
Mstep: Class 27 contains 2248 members 
Mstep: Class 28 contains 23182 members 
Mstep: Class 29 contains 395 members 
Mstep: Class 30 contains 4115 members 
Mstep: Class 31 contains 12539 members 
Mstep: Class 32 contains 15999 members 
Mstep: Class 33 contains 7886 members 
Mstep: Class 34 contains 13380 members 
Mstep: Class 35 contains 2373 members 
Mstep: Class 36 contains 11943 members 
Mstep: Class 37 contains 3501 members 
Mstep: Class 38 contains 12228 members 
Mstep: Class 39 contains 33386 members 
Mstep: Class 40 contains 22459 members 
Mstep: Class 41 contains 1383 members 
Mstep: Class 42 contains 24672 members 
Mstep: Class 43 contains 4474 members 
Mstep: Class 44 contains 3220 members 
Mstep: Class 45 contains 4768 members 
Mstep: Class 46 contains 2298 members 
Mstep: Class 47 contains 25839 members 
Mstep: Class 48 contains 795 members 
Mstep: Class 49 contains 1803 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100290920.000000 Penalty: 108431.960938
Iteration 113Q: 50 clusters Score -1.002909e+08 nChanged 7658
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 47284 members 
Mstep: Class 2 contains 5178 members 
Mstep: Class 3 contains 2105 members 
Mstep: Class 4 contains 3283 members 
Mstep: Class 5 contains 14626 members 
Mstep: Class 6 contains 993 members 
Mstep: Class 7 contains 478 members 
Mstep: Class 8 contains 7702 members 
Mstep: Class 9 contains 22035 members 
Mstep: Class 10 contains 68160 members 
Mstep: Class 11 contains 2260 members 
Mstep: Class 12 contains 74403 members 
Mstep: Class 13 contains 18662 members 
Mstep: Class 14 contains 111190 members 
Mstep: Class 15 contains 2465 members 
Mstep: Class 16 contains 17186 members 
Mstep: Class 17 contains 9276 members 
Mstep: Class 18 contains 20029 members 
Mstep: Class 19 contains 42904 members 
Mstep: Class 20 contains 6730 members 
Mstep: Class 21 contains 9911 members 
Mstep: Class 22 contains 3287 members 
Mstep: Class 23 contains 42593 members 
Mstep: Class 24 contains 40023 members 
Mstep: Class 25 contains 8040 members 
Mstep: Class 26 contains 4094 members 
Mstep: Class 27 contains 2246 members 
Mstep: Class 28 contains 23388 members 
Mstep: Class 29 contains 395 members 
Mstep: Class 30 contains 4104 members 
Mstep: Class 31 contains 12539 members 
Mstep: Class 32 contains 16099 members 
Mstep: Class 33 contains 7890 members 
Mstep: Class 34 contains 13421 members 
Mstep: Class 35 contains 2373 members 
Mstep: Class 36 contains 11940 members 
Mstep: Class 37 contains 3505 members 
Mstep: Class 38 contains 12174 members 
Mstep: Class 39 contains 33977 members 
Mstep: Class 40 contains 22370 members 
Mstep: Class 41 contains 1383 members 
Mstep: Class 42 contains 24677 members 
Mstep: Class 43 contains 4474 members 
Mstep: Class 44 contains 3220 members 
Mstep: Class 45 contains 4750 members 
Mstep: Class 46 contains 2305 members 
Mstep: Class 47 contains 25830 members 
Mstep: Class 48 contains 799 members 
Mstep: Class 49 contains 1825 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100292376.000000 Penalty: 108431.960938
Iteration 114Q: 50 clusters Score -1.002924e+08 nChanged 7856
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 47290 members 
Mstep: Class 2 contains 5189 members 
Mstep: Class 3 contains 2105 members 
Mstep: Class 4 contains 3282 members 
Mstep: Class 5 contains 14638 members 
Mstep: Class 6 contains 995 members 
Mstep: Class 7 contains 478 members 
Mstep: Class 8 contains 7683 members 
Mstep: Class 9 contains 22155 members 
Mstep: Class 10 contains 64356 members 
Mstep: Class 11 contains 2258 members 
Mstep: Class 12 contains 74366 members 
Mstep: Class 13 contains 18654 members 
Mstep: Class 14 contains 114336 members 
Mstep: Class 15 contains 2465 members 
Mstep: Class 16 contains 17203 members 
Mstep: Class 17 contains 9311 members 
Mstep: Class 18 contains 20062 members 
Mstep: Class 19 contains 42727 members 
Mstep: Class 20 contains 6718 members 
Mstep: Class 21 contains 9958 members 
Mstep: Class 22 contains 3281 members 
Mstep: Class 23 contains 42546 members 
Mstep: Class 24 contains 40003 members 
Mstep: Class 25 contains 8032 members 
Mstep: Class 26 contains 4080 members 
Mstep: Class 27 contains 2245 members 
Mstep: Class 28 contains 23661 members 
Mstep: Class 29 contains 396 members 
Mstep: Class 30 contains 4100 members 
Mstep: Class 31 contains 12540 members 
Mstep: Class 32 contains 16138 members 
Mstep: Class 33 contains 7891 members 
Mstep: Class 34 contains 13458 members 
Mstep: Class 35 contains 2372 members 
Mstep: Class 36 contains 11937 members 
Mstep: Class 37 contains 3505 members 
Mstep: Class 38 contains 12125 members 
Mstep: Class 39 contains 34544 members 
Mstep: Class 40 contains 22223 members 
Mstep: Class 41 contains 1384 members 
Mstep: Class 42 contains 24684 members 
Mstep: Class 43 contains 4471 members 
Mstep: Class 44 contains 3220 members 
Mstep: Class 45 contains 4735 members 
Mstep: Class 46 contains 2309 members 
Mstep: Class 47 contains 25823 members 
Mstep: Class 48 contains 803 members 
Mstep: Class 49 contains 1846 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100294344.000000 Penalty: 108431.960938
Iteration 115Q: 50 clusters Score -1.002943e+08 nChanged 7909
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 47289 members 
Mstep: Class 2 contains 5194 members 
Mstep: Class 3 contains 2106 members 
Mstep: Class 4 contains 3281 members 
Mstep: Class 5 contains 14642 members 
Mstep: Class 6 contains 998 members 
Mstep: Class 7 contains 479 members 
Mstep: Class 8 contains 7637 members 
Mstep: Class 9 contains 22268 members 
Mstep: Class 10 contains 60633 members 
Mstep: Class 11 contains 2255 members 
Mstep: Class 12 contains 74332 members 
Mstep: Class 13 contains 18650 members 
Mstep: Class 14 contains 117571 members 
Mstep: Class 15 contains 2465 members 
Mstep: Class 16 contains 17218 members 
Mstep: Class 17 contains 9347 members 
Mstep: Class 18 contains 20101 members 
Mstep: Class 19 contains 42508 members 
Mstep: Class 20 contains 6707 members 
Mstep: Class 21 contains 10010 members 
Mstep: Class 22 contains 3269 members 
Mstep: Class 23 contains 42509 members 
Mstep: Class 24 contains 39977 members 
Mstep: Class 25 contains 8023 members 
Mstep: Class 26 contains 4068 members 
Mstep: Class 27 contains 2245 members 
Mstep: Class 28 contains 23900 members 
Mstep: Class 29 contains 396 members 
Mstep: Class 30 contains 4097 members 
Mstep: Class 31 contains 12541 members 
Mstep: Class 32 contains 16159 members 
Mstep: Class 33 contains 7896 members 
Mstep: Class 34 contains 13474 members 
Mstep: Class 35 contains 2373 members 
Mstep: Class 36 contains 11932 members 
Mstep: Class 37 contains 3499 members 
Mstep: Class 38 contains 12042 members 
Mstep: Class 39 contains 35095 members 
Mstep: Class 40 contains 22119 members 
Mstep: Class 41 contains 1382 members 
Mstep: Class 42 contains 24680 members 
Mstep: Class 43 contains 4459 members 
Mstep: Class 44 contains 3220 members 
Mstep: Class 45 contains 4727 members 
Mstep: Class 46 contains 2316 members 
Mstep: Class 47 contains 25821 members 
Mstep: Class 48 contains 806 members 
Mstep: Class 49 contains 1865 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100295800.000000 Penalty: 108431.960938
Iteration 116Q: 50 clusters Score -1.002958e+08 nChanged 7834
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 47291 members 
Mstep: Class 2 contains 5197 members 
Mstep: Class 3 contains 2106 members 
Mstep: Class 4 contains 3280 members 
Mstep: Class 5 contains 14646 members 
Mstep: Class 6 contains 999 members 
Mstep: Class 7 contains 479 members 
Mstep: Class 8 contains 7591 members 
Mstep: Class 9 contains 22363 members 
Mstep: Class 10 contains 56898 members 
Mstep: Class 11 contains 2255 members 
Mstep: Class 12 contains 74300 members 
Mstep: Class 13 contains 18645 members 
Mstep: Class 14 contains 120966 members 
Mstep: Class 15 contains 2467 members 
Mstep: Class 16 contains 17241 members 
Mstep: Class 17 contains 9393 members 
Mstep: Class 18 contains 20118 members 
Mstep: Class 19 contains 42204 members 
Mstep: Class 20 contains 6694 members 
Mstep: Class 21 contains 10049 members 
Mstep: Class 22 contains 3262 members 
Mstep: Class 23 contains 42470 members 
Mstep: Class 24 contains 39963 members 
Mstep: Class 25 contains 8016 members 
Mstep: Class 26 contains 4054 members 
Mstep: Class 27 contains 2252 members 
Mstep: Class 28 contains 24140 members 
Mstep: Class 29 contains 396 members 
Mstep: Class 30 contains 4100 members 
Mstep: Class 31 contains 12542 members 
Mstep: Class 32 contains 16144 members 
Mstep: Class 33 contains 7903 members 
Mstep: Class 34 contains 13503 members 
Mstep: Class 35 contains 2373 members 
Mstep: Class 36 contains 11925 members 
Mstep: Class 37 contains 3501 members 
Mstep: Class 38 contains 11971 members 
Mstep: Class 39 contains 35585 members 
Mstep: Class 40 contains 22016 members 
Mstep: Class 41 contains 1382 members 
Mstep: Class 42 contains 24689 members 
Mstep: Class 43 contains 4446 members 
Mstep: Class 44 contains 3221 members 
Mstep: Class 45 contains 4715 members 
Mstep: Class 46 contains 2323 members 
Mstep: Class 47 contains 25812 members 
Mstep: Class 48 contains 806 members 
Mstep: Class 49 contains 1889 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100297336.000000 Penalty: 108431.960938
Iteration 117Q: 50 clusters Score -1.002973e+08 nChanged 7921
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 47297 members 
Mstep: Class 2 contains 5197 members 
Mstep: Class 3 contains 2106 members 
Mstep: Class 4 contains 3280 members 
Mstep: Class 5 contains 14644 members 
Mstep: Class 6 contains 1001 members 
Mstep: Class 7 contains 479 members 
Mstep: Class 8 contains 7547 members 
Mstep: Class 9 contains 22472 members 
Mstep: Class 10 contains 53239 members 
Mstep: Class 11 contains 2255 members 
Mstep: Class 12 contains 74252 members 
Mstep: Class 13 contains 18637 members 
Mstep: Class 14 contains 124439 members 
Mstep: Class 15 contains 2470 members 
Mstep: Class 16 contains 17255 members 
Mstep: Class 17 contains 9425 members 
Mstep: Class 18 contains 20137 members 
Mstep: Class 19 contains 41896 members 
Mstep: Class 20 contains 6679 members 
Mstep: Class 21 contains 10090 members 
Mstep: Class 22 contains 3250 members 
Mstep: Class 23 contains 42445 members 
Mstep: Class 24 contains 39935 members 
Mstep: Class 25 contains 8006 members 
Mstep: Class 26 contains 4042 members 
Mstep: Class 27 contains 2260 members 
Mstep: Class 28 contains 24344 members 
Mstep: Class 29 contains 396 members 
Mstep: Class 30 contains 4097 members 
Mstep: Class 31 contains 12542 members 
Mstep: Class 32 contains 16128 members 
Mstep: Class 33 contains 7909 members 
Mstep: Class 34 contains 13527 members 
Mstep: Class 35 contains 2375 members 
Mstep: Class 36 contains 11912 members 
Mstep: Class 37 contains 3506 members 
Mstep: Class 38 contains 11915 members 
Mstep: Class 39 contains 36029 members 
Mstep: Class 40 contains 21873 members 
Mstep: Class 41 contains 1384 members 
Mstep: Class 42 contains 24694 members 
Mstep: Class 43 contains 4430 members 
Mstep: Class 44 contains 3224 members 
Mstep: Class 45 contains 4702 members 
Mstep: Class 46 contains 2334 members 
Mstep: Class 47 contains 25805 members 
Mstep: Class 48 contains 806 members 
Mstep: Class 49 contains 1914 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100297904.000000 Penalty: 108431.960938
Iteration 118Q: 50 clusters Score -1.002979e+08 nChanged 7557
Entering ConstructFrom: 
Score: -100297904.000000 Penalty: 108431.960938
Entering ConstructFrom: 
Trying to split cluster 1 (47271 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47271 members 
Entering Unmasked Estep 
Score: -5912409.500000 Penalty: 1749.093384
	Iteration 0F: 2 clusters Score -5912410 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23757 members 
Mstep: Class 2 contains 23514 members 
Entering Unmasked Estep 
Score: -5880718.000000 Penalty: 3498.186768
	Iteration 0F: 3 clusters Score -5880718 nChanged 22239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24300 members 
Mstep: Class 2 contains 22971 members 
Entering Unmasked Estep 
Score: -5893494.000000 Penalty: 3498.186768
	Iteration 1F: 3 clusters Score -5893494 nChanged 2115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24477 members 
Mstep: Class 2 contains 22794 members 
Entering Unmasked Estep 
Score: -5894206.000000 Penalty: 3498.186768
	Iteration 2Q: 3 clusters Score -5894206 nChanged 2166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24711 members 
Mstep: Class 2 contains 22560 members 
Entering Unmasked Estep 
Score: -5895077.500000 Penalty: 3498.186768
	Iteration 3Q: 3 clusters Score -5895078 nChanged 2293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25044 members 
Mstep: Class 2 contains 22227 members 
Entering Unmasked Estep 
Score: -5896109.500000 Penalty: 3498.186768
	Iteration 4Q: 3 clusters Score -5896110 nChanged 2450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25500 members 
Mstep: Class 2 contains 21771 members 
Entering Unmasked Estep 
Score: -5897288.500000 Penalty: 3498.186768
	Iteration 5F: 3 clusters Score -5897288 nChanged 2487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26145 members 
Mstep: Class 2 contains 21126 members 
Entering Unmasked Estep 
Score: -5898601.000000 Penalty: 3498.186768
	Iteration 6F: 3 clusters Score -5898601 nChanged 2512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27021 members 
Mstep: Class 2 contains 20250 members 
Entering Unmasked Estep 
Score: -5899973.000000 Penalty: 3498.186768
	Iteration 7F: 3 clusters Score -5899973 nChanged 2457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28092 members 
Mstep: Class 2 contains 19179 members 
Entering Unmasked Estep 
Score: -5901246.000000 Penalty: 3498.186768
	Iteration 8F: 3 clusters Score -5901246 nChanged 2181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29317 members 
Mstep: Class 2 contains 17954 members 
Entering Unmasked Estep 
Score: -5902361.500000 Penalty: 3498.186768
	Iteration 9Q: 3 clusters Score -5902362 nChanged 2001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30576 members 
Mstep: Class 2 contains 16695 members 
Entering Unmasked Estep 
Score: -5903355.000000 Penalty: 3498.186768
	Iteration 10Q: 3 clusters Score -5903355 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31844 members 
Mstep: Class 2 contains 15427 members 
Entering Unmasked Estep 
Score: -5904256.000000 Penalty: 3498.186768
	Iteration 11Q: 3 clusters Score -5904256 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33032 members 
Mstep: Class 2 contains 14239 members 
Entering Unmasked Estep 
Score: -5905025.000000 Penalty: 3498.186768
	Iteration 12Q: 3 clusters Score -5905025 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34169 members 
Mstep: Class 2 contains 13102 members 
Entering Unmasked Estep 
Score: -5905710.500000 Penalty: 3498.186768
	Iteration 13Q: 3 clusters Score -5905710 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35238 members 
Mstep: Class 2 contains 12033 members 
Entering Unmasked Estep 
Score: -5906327.000000 Penalty: 3498.186768
	Iteration 14Q: 3 clusters Score -5906327 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36197 members 
Mstep: Class 2 contains 11074 members 
Entering Unmasked Estep 
Score: -5906846.500000 Penalty: 3498.186768
	Iteration 15Q: 3 clusters Score -5906846 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37095 members 
Mstep: Class 2 contains 10176 members 
Entering Unmasked Estep 
Score: -5907352.500000 Penalty: 3498.186768
	Iteration 16Q: 3 clusters Score -5907352 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37925 members 
Mstep: Class 2 contains 9346 members 
Entering Unmasked Estep 
Score: -5907850.500000 Penalty: 3498.186768
	Iteration 17Q: 3 clusters Score -5907850 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38664 members 
Mstep: Class 2 contains 8607 members 
Entering Unmasked Estep 
Score: -5908292.000000 Penalty: 3498.186768
	Iteration 18Q: 3 clusters Score -5908292 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39337 members 
Mstep: Class 2 contains 7934 members 
Entering Unmasked Estep 
Score: -5908780.500000 Penalty: 3498.186768
	Iteration 19Q: 3 clusters Score -5908780 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39940 members 
Mstep: Class 2 contains 7331 members 
Entering Unmasked Estep 
Score: -5909298.500000 Penalty: 3498.186768
	Iteration 20F: 3 clusters Score -5909298 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40457 members 
Mstep: Class 2 contains 6814 members 
Entering Unmasked Estep 
Score: -5909710.500000 Penalty: 3498.186768
	Iteration 21Q: 3 clusters Score -5909710 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40881 members 
Mstep: Class 2 contains 6390 members 
Entering Unmasked Estep 
Score: -5910060.500000 Penalty: 3498.186768
	Iteration 22Q: 3 clusters Score -5910060 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41226 members 
Mstep: Class 2 contains 6045 members 
Entering Unmasked Estep 
Score: -5910268.000000 Penalty: 3498.186768
	Iteration 23Q: 3 clusters Score -5910268 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41514 members 
Mstep: Class 2 contains 5757 members 
Entering Unmasked Estep 
Score: -5910451.000000 Penalty: 3498.186768
	Iteration 24Q: 3 clusters Score -5910451 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41734 members 
Mstep: Class 2 contains 5537 members 
Entering Unmasked Estep 
Score: -5910552.000000 Penalty: 3498.186768
	Iteration 25Q: 3 clusters Score -5910552 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41927 members 
Mstep: Class 2 contains 5344 members 
Entering Unmasked Estep 
Score: -5910627.500000 Penalty: 3498.186768
	Iteration 26Q: 3 clusters Score -5910628 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42087 members 
Mstep: Class 2 contains 5184 members 
Entering Unmasked Estep 
Score: -5910686.500000 Penalty: 3498.186768
	Iteration 27Q: 3 clusters Score -5910686 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42232 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
Score: -5910718.000000 Penalty: 3498.186768
	Iteration 28Q: 3 clusters Score -5910718 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42366 members 
Mstep: Class 2 contains 4905 members 
Entering Unmasked Estep 
Score: -5910752.500000 Penalty: 3498.186768
	Iteration 29Q: 3 clusters Score -5910752 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42507 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -5910801.500000 Penalty: 3498.186768
	Iteration 30Q: 3 clusters Score -5910802 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42646 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -5910825.000000 Penalty: 3498.186768
	Iteration 31Q: 3 clusters Score -5910825 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42771 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -5910837.000000 Penalty: 3498.186768
	Iteration 32Q: 3 clusters Score -5910837 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42895 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -5910854.000000 Penalty: 3498.186768
	Iteration 33Q: 3 clusters Score -5910854 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43007 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -5910889.000000 Penalty: 3498.186768
	Iteration 34Q: 3 clusters Score -5910889 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43102 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -5910898.000000 Penalty: 3498.186768
	Iteration 35Q: 3 clusters Score -5910898 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43188 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -5910931.000000 Penalty: 3498.186768
	Iteration 36Q: 3 clusters Score -5910931 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43266 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -5910937.500000 Penalty: 3498.186768
	Iteration 37Q: 3 clusters Score -5910938 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43344 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -5910939.500000 Penalty: 3498.186768
	Iteration 38Q: 3 clusters Score -5910940 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43427 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -5910958.500000 Penalty: 3498.186768
	Iteration 39Q: 3 clusters Score -5910958 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43504 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -5910977.000000 Penalty: 3498.186768
	Iteration 40F: 3 clusters Score -5910977 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43578 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -5910991.500000 Penalty: 3498.186768
	Iteration 41Q: 3 clusters Score -5910992 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43656 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -5911011.000000 Penalty: 3498.186768
	Iteration 42Q: 3 clusters Score -5911011 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43721 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -5911032.000000 Penalty: 3498.186768
	Iteration 43Q: 3 clusters Score -5911032 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43785 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -5911042.500000 Penalty: 3498.186768
	Iteration 44Q: 3 clusters Score -5911042 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43849 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -5911047.000000 Penalty: 3498.186768
	Iteration 45Q: 3 clusters Score -5911047 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43920 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -5911075.500000 Penalty: 3498.186768
	Iteration 46Q: 3 clusters Score -5911076 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43992 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -5911083.500000 Penalty: 3498.186768
	Iteration 47Q: 3 clusters Score -5911084 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44058 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -5911099.000000 Penalty: 3498.186768
	Iteration 48Q: 3 clusters Score -5911099 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44131 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -5911127.000000 Penalty: 3498.186768
	Iteration 49Q: 3 clusters Score -5911127 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44182 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -5911136.500000 Penalty: 3498.186768
	Iteration 50Q: 3 clusters Score -5911136 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44229 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -5911162.000000 Penalty: 3498.186768
	Iteration 51Q: 3 clusters Score -5911162 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44264 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -5911142.000000 Penalty: 3498.186768
	Iteration 52Q: 3 clusters Score -5911142 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44287 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -5911131.000000 Penalty: 3498.186768
	Iteration 53Q: 3 clusters Score -5911131 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44306 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -5911149.500000 Penalty: 3498.186768
	Iteration 54Q: 3 clusters Score -5911150 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44333 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -5911152.000000 Penalty: 3498.186768
	Iteration 55Q: 3 clusters Score -5911152 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44363 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -5911153.500000 Penalty: 3498.186768
	Iteration 56Q: 3 clusters Score -5911154 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44398 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -5911158.500000 Penalty: 3498.186768
	Iteration 57Q: 3 clusters Score -5911158 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44429 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -5911162.000000 Penalty: 3498.186768
	Iteration 58Q: 3 clusters Score -5911162 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44452 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -5911167.000000 Penalty: 3498.186768
	Iteration 59Q: 3 clusters Score -5911167 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44470 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -5911174 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44484 members 
Mstep: Class 2 contains 2787 members 
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	Iteration 61Q: 3 clusters Score -5911186 nChanged 12
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Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -5911186 nChanged 9
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Mstep: Class 1 contains 44505 members 
Mstep: Class 2 contains 2766 members 
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	Iteration 63Q: 3 clusters Score -5911186 nChanged 9
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Mstep: Class 1 contains 44512 members 
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Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -5911186 nChanged 7
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Mstep: Class 1 contains 44519 members 
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Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -5911180 nChanged 9
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Mstep: Class 1 contains 44528 members 
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Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -5911170 nChanged 10
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Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -5911180 nChanged 12
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Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -5911180 nChanged 9
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Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -5911188 nChanged 6
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Mstep: Class 1 contains 44559 members 
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Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -5911190 nChanged 8
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Mstep: Class 1 contains 44567 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -5911189 nChanged 12
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Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -5911188 nChanged 11
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Mstep: Class 1 contains 44588 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -5911191 nChanged 13
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Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -5911189 nChanged 13
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Mstep: Class 1 contains 44608 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -5911188 nChanged 14
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Mstep: Class 1 contains 44622 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -5911188 nChanged 14
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Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -5911180 nChanged 18
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Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -5911181 nChanged 19
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Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -5911192 nChanged 19
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Mstep: Class 1 contains 44664 members 
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Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -5911202 nChanged 16
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Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -5911199 nChanged 18
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Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -5911198 nChanged 16
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Mstep: Class 2 contains 2567 members 
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	Iteration 83Q: 3 clusters Score -5911202 nChanged 15
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Mstep: Class 1 contains 44713 members 
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Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -5911207 nChanged 12
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Mstep: Class 1 contains 44721 members 
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Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -5911210 nChanged 11
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Mstep: Class 1 contains 44730 members 
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Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -5911218 nChanged 19
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Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -5911219 nChanged 21
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Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -5911224 nChanged 22
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Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -5911237 nChanged 28
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Mstep: Class 1 contains 44814 members 
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Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -5911244 nChanged 32
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Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -5911240 nChanged 30
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Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -5911244 nChanged 33
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Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -5911255 nChanged 31
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Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -5911262 nChanged 26
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Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -5911268 nChanged 28
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Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -5911270 nChanged 19
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Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -5911278 nChanged 13
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Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -5911274 nChanged 16
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Mstep: Class 1 contains 44968 members 
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Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -5911274 nChanged 5
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Mstep: Class 1 contains 44969 members 
Mstep: Class 2 contains 2302 members 
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	Iteration 100F: 3 clusters Score -5911277 nChanged 5
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Mstep: Class 1 contains 44968 members 
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	Iteration 101Q: 3 clusters Score -5911274 nChanged 5
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Mstep: Class 1 contains 44973 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -5911274 nChanged 3
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Mstep: Class 1 contains 44974 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -5911274 nChanged 2
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Mstep: Class 1 contains 44976 members 
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Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -5911274 nChanged 2
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Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -5911273 nChanged 2
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Mstep: Class 1 contains 44980 members 
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Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -5911276 nChanged 3
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Mstep: Class 1 contains 44983 members 
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Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -5911278 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -5911284 nChanged 7
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Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -5911279 nChanged 2
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	Iteration 110Q: 3 clusters Score -5911279 nChanged 3
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	Iteration 111Q: 3 clusters Score -5911276 nChanged 4
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	Iteration 112Q: 3 clusters Score -5911276 nChanged 3
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	Iteration 113Q: 3 clusters Score -5911276 nChanged 3
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	Iteration 114Q: 3 clusters Score -5911279 nChanged 8
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Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -5911278 nChanged 4
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Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -5911280 nChanged 4
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Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -5911282 nChanged 4
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Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -5911282 nChanged 3
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Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -5911276 nChanged 3
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	Iteration 120F: 3 clusters Score -5911274 nChanged 6
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Mstep: Class 1 contains 45019 members 
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	Iteration 121Q: 3 clusters Score -5911282 nChanged 7
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Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -5911288 nChanged 10
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	Iteration 123Q: 3 clusters Score -5911288 nChanged 7
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Mstep: Class 1 contains 45031 members 
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Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -5911284 nChanged 7
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Mstep: Class 1 contains 45034 members 
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Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -5911290 nChanged 7
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Mstep: Class 1 contains 45039 members 
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Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -5911294 nChanged 4
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Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -5911286 nChanged 5
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Mstep: Class 1 contains 45046 members 
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Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -5911286 nChanged 9
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Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -5911286 nChanged 10
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -5911290 nChanged 8
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Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -5911298 nChanged 12
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Mstep: Class 1 contains 45065 members 
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Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -5911296 nChanged 6
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Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -5911292 nChanged 2
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	Iteration 134Q: 3 clusters Score -5911293 nChanged 1
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	Iteration 135Q: 3 clusters Score -5911293 nChanged 2
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	Iteration 136Q: 3 clusters Score -5911294 nChanged 3
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	Iteration 137Q: 3 clusters Score -5911296 nChanged 4
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	Iteration 138Q: 3 clusters Score -5911296 nChanged 7
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	Iteration 139Q: 3 clusters Score -5911300 nChanged 6
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	Iteration 140F: 3 clusters Score -5911298 nChanged 4
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	Iteration 141Q: 3 clusters Score -5911296 nChanged 4
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Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -5911290 nChanged 8
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	Iteration 143Q: 3 clusters Score -5911304 nChanged 9
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	Iteration 144Q: 3 clusters Score -5911302 nChanged 8
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	Iteration 145Q: 3 clusters Score -5911302 nChanged 10
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	Iteration 146Q: 3 clusters Score -5911306 nChanged 7
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Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -5911302 nChanged 9
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	Iteration 148Q: 3 clusters Score -5911304 nChanged 8
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	Iteration 149Q: 3 clusters Score -5911304 nChanged 3
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	Iteration 150Q: 3 clusters Score -5911308 nChanged 4
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	Iteration 151Q: 3 clusters Score -5911306 nChanged 3
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	Iteration 152Q: 3 clusters Score -5911307 nChanged 2
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Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -5911312.000000 Penalty: 3498.186768
	Iteration 153Q: 3 clusters Score -5911312 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45127 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -5911313.500000 Penalty: 3498.186768
	Iteration 154Q: 3 clusters Score -5911314 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45129 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -5911312.000000 Penalty: 3498.186768
	Iteration 155Q: 3 clusters Score -5911312 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45129 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -5911312.000000 Penalty: 3498.186768
	Iteration 156F: 3 clusters Score -5911312 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (5204 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Entering Unmasked Estep 
Score: -628308.687500 Penalty: 1390.542236
	Iteration 0F: 2 clusters Score -628308.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -624130.250000 Penalty: 2781.084473
	Iteration 0F: 3 clusters Score -624130.2 nChanged 2183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -625311.562500 Penalty: 2781.084473
	Iteration 1F: 3 clusters Score -625311.6 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -625520.562500 Penalty: 2781.084473
	Iteration 2F: 3 clusters Score -625520.6 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -625685.625000 Penalty: 2781.084473
	Iteration 3F: 3 clusters Score -625685.6 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -625833.062500 Penalty: 2781.084473
	Iteration 4F: 3 clusters Score -625833.1 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -625952.375000 Penalty: 2781.084473
	Iteration 5Q: 3 clusters Score -625952.4 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -626072.250000 Penalty: 2781.084473
	Iteration 6Q: 3 clusters Score -626072.2 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -626194.687500 Penalty: 2781.084473
	Iteration 7Q: 3 clusters Score -626194.7 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -626320.687500 Penalty: 2781.084473
	Iteration 8Q: 3 clusters Score -626320.7 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -626430.750000 Penalty: 2781.084473
	Iteration 9Q: 3 clusters Score -626430.8 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -626548.375000 Penalty: 2781.084473
	Iteration 10Q: 3 clusters Score -626548.4 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -626647.250000 Penalty: 2781.084473
	Iteration 11Q: 3 clusters Score -626647.2 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -626731.062500 Penalty: 2781.084473
	Iteration 12Q: 3 clusters Score -626731.1 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -626812.250000 Penalty: 2781.084473
	Iteration 13Q: 3 clusters Score -626812.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -626880.125000 Penalty: 2781.084473
	Iteration 14Q: 3 clusters Score -626880.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -626942.687500 Penalty: 2781.084473
	Iteration 15Q: 3 clusters Score -626942.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -626997.437500 Penalty: 2781.084473
	Iteration 16Q: 3 clusters Score -626997.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -627044.687500 Penalty: 2781.084473
	Iteration 17Q: 3 clusters Score -627044.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -627094.875000 Penalty: 2781.084473
	Iteration 18Q: 3 clusters Score -627094.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -627124.750000 Penalty: 2781.084473
	Iteration 19Q: 3 clusters Score -627124.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -627158.000000 Penalty: 2781.084473
	Iteration 20F: 3 clusters Score -627158 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -627184.000000 Penalty: 2781.084473
	Iteration 21Q: 3 clusters Score -627184 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -627205.125000 Penalty: 2781.084473
	Iteration 22Q: 3 clusters Score -627205.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -627223.062500 Penalty: 2781.084473
	Iteration 23Q: 3 clusters Score -627223.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -627243.937500 Penalty: 2781.084473
	Iteration 24Q: 3 clusters Score -627243.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -627256.875000 Penalty: 2781.084473
	Iteration 25Q: 3 clusters Score -627256.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -627265.687500 Penalty: 2781.084473
	Iteration 26Q: 3 clusters Score -627265.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -627272.875000 Penalty: 2781.084473
	Iteration 27Q: 3 clusters Score -627272.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -627278.812500 Penalty: 2781.084473
	Iteration 28Q: 3 clusters Score -627278.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -627282.687500 Penalty: 2781.084473
	Iteration 29Q: 3 clusters Score -627282.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -627283.812500 Penalty: 2781.084473
	Iteration 30Q: 3 clusters Score -627283.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -627284.375000 Penalty: 2781.084473
	Iteration 31Q: 3 clusters Score -627284.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -627283.562500 Penalty: 2781.084473
	Iteration 32Q: 3 clusters Score -627283.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -627284.312500 Penalty: 2781.084473
	Iteration 33Q: 3 clusters Score -627284.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -627285.562500 Penalty: 2781.084473
	Iteration 34Q: 3 clusters Score -627285.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -627286.625000 Penalty: 2781.084473
	Iteration 35Q: 3 clusters Score -627286.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -627287.437500 Penalty: 2781.084473
	Iteration 36Q: 3 clusters Score -627287.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -627289.687500 Penalty: 2781.084473
	Iteration 37Q: 3 clusters Score -627289.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -627292.125000 Penalty: 2781.084473
	Iteration 38Q: 3 clusters Score -627292.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -627293.750000 Penalty: 2781.084473
	Iteration 39Q: 3 clusters Score -627293.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -627294.187500 Penalty: 2781.084473
	Iteration 40F: 3 clusters Score -627294.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -627292.687500 Penalty: 2781.084473
	Iteration 41Q: 3 clusters Score -627292.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -627293.187500 Penalty: 2781.084473
	Iteration 42Q: 3 clusters Score -627293.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -627293.187500 Penalty: 2781.084473
	Iteration 43F: 3 clusters Score -627293.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (2107 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Entering Unmasked Estep 
Score: -248892.953125 Penalty: 1243.615845
	Iteration 0F: 2 clusters Score -248893 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -246689.796875 Penalty: 2487.231689
	Iteration 0F: 3 clusters Score -246689.8 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -247221.937500 Penalty: 2487.231689
	Iteration 1F: 3 clusters Score -247221.9 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -247398.203125 Penalty: 2487.231689
	Iteration 2F: 3 clusters Score -247398.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -247550.406250 Penalty: 2487.231689
	Iteration 3F: 3 clusters Score -247550.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -247691.312500 Penalty: 2487.231689
	Iteration 4F: 3 clusters Score -247691.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -247781.921875 Penalty: 2487.231689
	Iteration 5Q: 3 clusters Score -247781.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -247852.968750 Penalty: 2487.231689
	Iteration 6Q: 3 clusters Score -247853 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -247916.265625 Penalty: 2487.231689
	Iteration 7Q: 3 clusters Score -247916.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -247971.906250 Penalty: 2487.231689
	Iteration 8Q: 3 clusters Score -247971.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -248023.390625 Penalty: 2487.231689
	Iteration 9Q: 3 clusters Score -248023.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -248071.828125 Penalty: 2487.231689
	Iteration 10Q: 3 clusters Score -248071.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -248106.828125 Penalty: 2487.231689
	Iteration 11Q: 3 clusters Score -248106.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -248132.625000 Penalty: 2487.231689
	Iteration 12Q: 3 clusters Score -248132.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -248155.000000 Penalty: 2487.231689
	Iteration 13Q: 3 clusters Score -248155 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -248173.531250 Penalty: 2487.231689
	Iteration 14Q: 3 clusters Score -248173.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -248183.750000 Penalty: 2487.231689
	Iteration 15Q: 3 clusters Score -248183.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -248192.781250 Penalty: 2487.231689
	Iteration 16Q: 3 clusters Score -248192.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -248198.281250 Penalty: 2487.231689
	Iteration 17Q: 3 clusters Score -248198.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -248211.250000 Penalty: 2487.231689
	Iteration 18Q: 3 clusters Score -248211.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -248222.046875 Penalty: 2487.231689
	Iteration 19Q: 3 clusters Score -248222 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -248231.843750 Penalty: 2487.231689
	Iteration 20F: 3 clusters Score -248231.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -248240.203125 Penalty: 2487.231689
	Iteration 21Q: 3 clusters Score -248240.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -248244.453125 Penalty: 2487.231689
	Iteration 22Q: 3 clusters Score -248244.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -248246.312500 Penalty: 2487.231689
	Iteration 23Q: 3 clusters Score -248246.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -248249.390625 Penalty: 2487.231689
	Iteration 24Q: 3 clusters Score -248249.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -248254.156250 Penalty: 2487.231689
	Iteration 25Q: 3 clusters Score -248254.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -248256.875000 Penalty: 2487.231689
	Iteration 26Q: 3 clusters Score -248256.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -248264.750000 Penalty: 2487.231689
	Iteration 27Q: 3 clusters Score -248264.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -248267.140625 Penalty: 2487.231689
	Iteration 28Q: 3 clusters Score -248267.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -248269.718750 Penalty: 2487.231689
	Iteration 29Q: 3 clusters Score -248269.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -248270.437500 Penalty: 2487.231689
	Iteration 30Q: 3 clusters Score -248270.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -248271.515625 Penalty: 2487.231689
	Iteration 31Q: 3 clusters Score -248271.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -248272.093750 Penalty: 2487.231689
	Iteration 32Q: 3 clusters Score -248272.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -248272.093750 Penalty: 2487.231689
	Iteration 33F: 3 clusters Score -248272.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (3281 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Entering Unmasked Estep 
Score: -406357.875000 Penalty: 1315.584351
	Iteration 0F: 2 clusters Score -406357.9 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 1625 members 
Entering Unmasked Estep 
Score: -403417.937500 Penalty: 2631.168701
	Iteration 0F: 3 clusters Score -403417.9 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -404141.062500 Penalty: 2631.168701
	Iteration 1F: 3 clusters Score -404141.1 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -404290.968750 Penalty: 2631.168701
	Iteration 2F: 3 clusters Score -404291 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -404401.656250 Penalty: 2631.168701
	Iteration 3F: 3 clusters Score -404401.7 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -404463.718750 Penalty: 2631.168701
	Iteration 4Q: 3 clusters Score -404463.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -404517.187500 Penalty: 2631.168701
	Iteration 5Q: 3 clusters Score -404517.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -404553.687500 Penalty: 2631.168701
	Iteration 6Q: 3 clusters Score -404553.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -404580.312500 Penalty: 2631.168701
	Iteration 7Q: 3 clusters Score -404580.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -404600.968750 Penalty: 2631.168701
	Iteration 8Q: 3 clusters Score -404601 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -404636.968750 Penalty: 2631.168701
	Iteration 9Q: 3 clusters Score -404637 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -404670.812500 Penalty: 2631.168701
	Iteration 10Q: 3 clusters Score -404670.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -404711.812500 Penalty: 2631.168701
	Iteration 11Q: 3 clusters Score -404711.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -404764.437500 Penalty: 2631.168701
	Iteration 12Q: 3 clusters Score -404764.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -404856.000000 Penalty: 2631.168701
	Iteration 13Q: 3 clusters Score -404856 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -404980.968750 Penalty: 2631.168701
	Iteration 14Q: 3 clusters Score -404981 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -405140.812500 Penalty: 2631.168701
	Iteration 15Q: 3 clusters Score -405140.8 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -405268.250000 Penalty: 2631.168701
	Iteration 16Q: 3 clusters Score -405268.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -405351.062500 Penalty: 2631.168701
	Iteration 17Q: 3 clusters Score -405351.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -405403.343750 Penalty: 2631.168701
	Iteration 18Q: 3 clusters Score -405403.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -405443.250000 Penalty: 2631.168701
	Iteration 19Q: 3 clusters Score -405443.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -405470.187500 Penalty: 2631.168701
	Iteration 20F: 3 clusters Score -405470.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -405489.562500 Penalty: 2631.168701
	Iteration 21Q: 3 clusters Score -405489.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -405507.843750 Penalty: 2631.168701
	Iteration 22Q: 3 clusters Score -405507.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -405525.156250 Penalty: 2631.168701
	Iteration 23Q: 3 clusters Score -405525.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -405544.218750 Penalty: 2631.168701
	Iteration 24Q: 3 clusters Score -405544.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -405558.375000 Penalty: 2631.168701
	Iteration 25Q: 3 clusters Score -405558.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -405572.437500 Penalty: 2631.168701
	Iteration 26Q: 3 clusters Score -405572.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -405589.656250 Penalty: 2631.168701
	Iteration 27Q: 3 clusters Score -405589.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -405608.687500 Penalty: 2631.168701
	Iteration 28Q: 3 clusters Score -405608.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -405634.406250 Penalty: 2631.168701
	Iteration 29Q: 3 clusters Score -405634.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -405662.843750 Penalty: 2631.168701
	Iteration 30Q: 3 clusters Score -405662.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -405700.906250 Penalty: 2631.168701
	Iteration 31Q: 3 clusters Score -405700.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -405764.875000 Penalty: 2631.168701
	Iteration 32Q: 3 clusters Score -405764.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -405836.312500 Penalty: 2631.168701
	Iteration 33Q: 3 clusters Score -405836.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -405929.781250 Penalty: 2631.168701
	Iteration 34Q: 3 clusters Score -405929.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -406051.281250 Penalty: 2631.168701
	Iteration 35Q: 3 clusters Score -406051.3 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -406266.093750 Penalty: 2631.168701
	Iteration 36Q: 3 clusters Score -406266.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -406420.500000 Penalty: 2631.168701
	Iteration 37Q: 3 clusters Score -406420.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -406487.343750 Penalty: 2631.168701
	Iteration 38Q: 3 clusters Score -406487.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -406508.531250 Penalty: 2631.168701
	Iteration 39Q: 3 clusters Score -406508.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -406518.562500 Penalty: 2631.168701
	Iteration 40F: 3 clusters Score -406518.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -406528.531250 Penalty: 2631.168701
	Iteration 41Q: 3 clusters Score -406528.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -406531.906250 Penalty: 2631.168701
	Iteration 42Q: 3 clusters Score -406531.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -406533.312500 Penalty: 2631.168701
	Iteration 43Q: 3 clusters Score -406533.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -406533.906250 Penalty: 2631.168701
	Iteration 44Q: 3 clusters Score -406533.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -406533.906250 Penalty: 2631.168701
	Iteration 45F: 3 clusters Score -406533.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 47271 members 
Mstep: Class 2 contains 5204 members 
Mstep: Class 3 contains 2107 members 
Mstep: Class 4 contains 1323 members 
Mstep: Class 5 contains 14648 members 
Mstep: Class 6 contains 1004 members 
Mstep: Class 7 contains 479 members 
Mstep: Class 8 contains 7519 members 
Mstep: Class 9 contains 22579 members 
Mstep: Class 10 contains 49864 members 
Mstep: Class 11 contains 2254 members 
Mstep: Class 12 contains 74207 members 
Mstep: Class 13 contains 18629 members 
Mstep: Class 14 contains 127752 members 
Mstep: Class 15 contains 2470 members 
Mstep: Class 16 contains 17277 members 
Mstep: Class 17 contains 9459 members 
Mstep: Class 18 contains 20154 members 
Mstep: Class 19 contains 41518 members 
Mstep: Class 20 contains 6674 members 
Mstep: Class 21 contains 10149 members 
Mstep: Class 22 contains 3246 members 
Mstep: Class 23 contains 42408 members 
Mstep: Class 24 contains 39930 members 
Mstep: Class 25 contains 7993 members 
Mstep: Class 26 contains 4026 members 
Mstep: Class 27 contains 2268 members 
Mstep: Class 28 contains 24534 members 
Mstep: Class 29 contains 397 members 
Mstep: Class 30 contains 4092 members 
Mstep: Class 31 contains 12542 members 
Mstep: Class 32 contains 16108 members 
Mstep: Class 33 contains 7913 members 
Mstep: Class 34 contains 13543 members 
Mstep: Class 35 contains 2374 members 
Mstep: Class 36 contains 11900 members 
Mstep: Class 37 contains 3507 members 
Mstep: Class 38 contains 11867 members 
Mstep: Class 39 contains 36396 members 
Mstep: Class 40 contains 21718 members 
Mstep: Class 41 contains 1385 members 
Mstep: Class 42 contains 24698 members 
Mstep: Class 43 contains 4427 members 
Mstep: Class 44 contains 3228 members 
Mstep: Class 45 contains 4682 members 
Mstep: Class 46 contains 2350 members 
Mstep: Class 47 contains 25800 members 
Mstep: Class 48 contains 806 members 
Mstep: Class 49 contains 1944 members 
Mstep: Class 50 contains 1958 members 
Entering Unmasked Estep 
Score: -100295776.000000 Penalty: 110644.859375
Splitting cluster 4 changes total score from -100297904.000000 to -100295776.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (14648 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14648 members 
Entering Unmasked Estep 
Score: -1848794.500000 Penalty: 1558.709595
	Iteration 0F: 2 clusters Score -1848794 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7366 members 
Mstep: Class 2 contains 7282 members 
Entering Unmasked Estep 
Score: -1838616.875000 Penalty: 3117.419189
	Iteration 0F: 3 clusters Score -1838617 nChanged 6513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7493 members 
Mstep: Class 2 contains 7155 members 
Entering Unmasked Estep 
Score: -1842429.125000 Penalty: 3117.419189
	Iteration 1F: 3 clusters Score -1842429 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7556 members 
Mstep: Class 2 contains 7092 members 
Entering Unmasked Estep 
Score: -1843035.375000 Penalty: 3117.419189
	Iteration 2F: 3 clusters Score -1843035 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7616 members 
Mstep: Class 2 contains 7032 members 
Entering Unmasked Estep 
Score: -1843785.625000 Penalty: 3117.419189
	Iteration 3F: 3 clusters Score -1843786 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7674 members 
Mstep: Class 2 contains 6974 members 
Entering Unmasked Estep 
Score: -1844629.125000 Penalty: 3117.419189
	Iteration 4F: 3 clusters Score -1844629 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7669 members 
Mstep: Class 2 contains 6979 members 
Entering Unmasked Estep 
Score: -1845401.375000 Penalty: 3117.419189
	Iteration 5F: 3 clusters Score -1845401 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7608 members 
Mstep: Class 2 contains 7040 members 
Entering Unmasked Estep 
Score: -1846000.250000 Penalty: 3117.419189
	Iteration 6F: 3 clusters Score -1846000 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7495 members 
Mstep: Class 2 contains 7153 members 
Entering Unmasked Estep 
Score: -1846451.000000 Penalty: 3117.419189
	Iteration 7Q: 3 clusters Score -1846451 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7326 members 
Mstep: Class 2 contains 7322 members 
Entering Unmasked Estep 
Score: -1846892.375000 Penalty: 3117.419189
	Iteration 8Q: 3 clusters Score -1846892 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7154 members 
Mstep: Class 2 contains 7494 members 
Entering Unmasked Estep 
Score: -1847259.000000 Penalty: 3117.419189
	Iteration 9Q: 3 clusters Score -1847259 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7015 members 
Mstep: Class 2 contains 7633 members 
Entering Unmasked Estep 
Score: -1847487.000000 Penalty: 3117.419189
	Iteration 10Q: 3 clusters Score -1847487 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6916 members 
Mstep: Class 2 contains 7732 members 
Entering Unmasked Estep 
Score: -1847660.125000 Penalty: 3117.419189
	Iteration 11Q: 3 clusters Score -1847660 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6824 members 
Mstep: Class 2 contains 7824 members 
Entering Unmasked Estep 
Score: -1847837.375000 Penalty: 3117.419189
	Iteration 12Q: 3 clusters Score -1847837 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6701 members 
Mstep: Class 2 contains 7947 members 
Entering Unmasked Estep 
Score: -1848006.500000 Penalty: 3117.419189
	Iteration 13Q: 3 clusters Score -1848006 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6597 members 
Mstep: Class 2 contains 8051 members 
Entering Unmasked Estep 
Score: -1848191.625000 Penalty: 3117.419189
	Iteration 14Q: 3 clusters Score -1848192 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6506 members 
Mstep: Class 2 contains 8142 members 
Entering Unmasked Estep 
Score: -1848349.875000 Penalty: 3117.419189
	Iteration 15Q: 3 clusters Score -1848350 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6431 members 
Mstep: Class 2 contains 8217 members 
Entering Unmasked Estep 
Score: -1848488.000000 Penalty: 3117.419189
	Iteration 16Q: 3 clusters Score -1848488 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6358 members 
Mstep: Class 2 contains 8290 members 
Entering Unmasked Estep 
Score: -1848606.125000 Penalty: 3117.419189
	Iteration 17Q: 3 clusters Score -1848606 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6291 members 
Mstep: Class 2 contains 8357 members 
Entering Unmasked Estep 
Score: -1848678.125000 Penalty: 3117.419189
	Iteration 18Q: 3 clusters Score -1848678 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6228 members 
Mstep: Class 2 contains 8420 members 
Entering Unmasked Estep 
Score: -1848748.375000 Penalty: 3117.419189
	Iteration 19Q: 3 clusters Score -1848748 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6172 members 
Mstep: Class 2 contains 8476 members 
Entering Unmasked Estep 
Score: -1848805.625000 Penalty: 3117.419189
	Iteration 20F: 3 clusters Score -1848806 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6118 members 
Mstep: Class 2 contains 8530 members 
Entering Unmasked Estep 
Score: -1848861.000000 Penalty: 3117.419189
	Iteration 21Q: 3 clusters Score -1848861 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6069 members 
Mstep: Class 2 contains 8579 members 
Entering Unmasked Estep 
Score: -1848916.375000 Penalty: 3117.419189
	Iteration 22Q: 3 clusters Score -1848916 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6017 members 
Mstep: Class 2 contains 8631 members 
Entering Unmasked Estep 
Score: -1848959.625000 Penalty: 3117.419189
	Iteration 23Q: 3 clusters Score -1848960 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5972 members 
Mstep: Class 2 contains 8676 members 
Entering Unmasked Estep 
Score: -1848986.250000 Penalty: 3117.419189
	Iteration 24Q: 3 clusters Score -1848986 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5926 members 
Mstep: Class 2 contains 8722 members 
Entering Unmasked Estep 
Score: -1849016.500000 Penalty: 3117.419189
	Iteration 25Q: 3 clusters Score -1849016 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5883 members 
Mstep: Class 2 contains 8765 members 
Entering Unmasked Estep 
Score: -1849038.375000 Penalty: 3117.419189
	Iteration 26Q: 3 clusters Score -1849038 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5841 members 
Mstep: Class 2 contains 8807 members 
Entering Unmasked Estep 
Score: -1849058.375000 Penalty: 3117.419189
	Iteration 27Q: 3 clusters Score -1849058 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5803 members 
Mstep: Class 2 contains 8845 members 
Entering Unmasked Estep 
Score: -1849080.125000 Penalty: 3117.419189
	Iteration 28Q: 3 clusters Score -1849080 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5758 members 
Mstep: Class 2 contains 8890 members 
Entering Unmasked Estep 
Score: -1849093.000000 Penalty: 3117.419189
	Iteration 29Q: 3 clusters Score -1849093 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5712 members 
Mstep: Class 2 contains 8936 members 
Entering Unmasked Estep 
Score: -1849110.500000 Penalty: 3117.419189
	Iteration 30Q: 3 clusters Score -1849110 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5671 members 
Mstep: Class 2 contains 8977 members 
Entering Unmasked Estep 
Score: -1849130.375000 Penalty: 3117.419189
	Iteration 31Q: 3 clusters Score -1849130 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5630 members 
Mstep: Class 2 contains 9018 members 
Entering Unmasked Estep 
Score: -1849138.625000 Penalty: 3117.419189
	Iteration 32Q: 3 clusters Score -1849139 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5607 members 
Mstep: Class 2 contains 9041 members 
Entering Unmasked Estep 
Score: -1849147.375000 Penalty: 3117.419189
	Iteration 33Q: 3 clusters Score -1849147 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5585 members 
Mstep: Class 2 contains 9063 members 
Entering Unmasked Estep 
Score: -1849157.000000 Penalty: 3117.419189
	Iteration 34Q: 3 clusters Score -1849157 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5568 members 
Mstep: Class 2 contains 9080 members 
Entering Unmasked Estep 
Score: -1849156.875000 Penalty: 3117.419189
	Iteration 35Q: 3 clusters Score -1849157 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5553 members 
Mstep: Class 2 contains 9095 members 
Entering Unmasked Estep 
Score: -1849160.250000 Penalty: 3117.419189
	Iteration 36Q: 3 clusters Score -1849160 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5539 members 
Mstep: Class 2 contains 9109 members 
Entering Unmasked Estep 
Score: -1849160.875000 Penalty: 3117.419189
	Iteration 37Q: 3 clusters Score -1849161 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 9123 members 
Entering Unmasked Estep 
Score: -1849161.375000 Penalty: 3117.419189
	Iteration 38Q: 3 clusters Score -1849161 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5518 members 
Mstep: Class 2 contains 9130 members 
Entering Unmasked Estep 
Score: -1849160.500000 Penalty: 3117.419189
	Iteration 39Q: 3 clusters Score -1849160 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5513 members 
Mstep: Class 2 contains 9135 members 
Entering Unmasked Estep 
Score: -1849162.875000 Penalty: 3117.419189
	Iteration 40F: 3 clusters Score -1849163 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 9140 members 
Entering Unmasked Estep 
Score: -1849162.750000 Penalty: 3117.419189
	Iteration 41Q: 3 clusters Score -1849163 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5505 members 
Mstep: Class 2 contains 9143 members 
Entering Unmasked Estep 
Score: -1849165.875000 Penalty: 3117.419189
	Iteration 42Q: 3 clusters Score -1849166 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 9144 members 
Entering Unmasked Estep 
Score: -1849166.375000 Penalty: 3117.419189
	Iteration 43Q: 3 clusters Score -1849166 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5502 members 
Mstep: Class 2 contains 9146 members 
Entering Unmasked Estep 
Score: -1849164.750000 Penalty: 3117.419189
	Iteration 44Q: 3 clusters Score -1849165 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5500 members 
Mstep: Class 2 contains 9148 members 
Entering Unmasked Estep 
Score: -1849161.750000 Penalty: 3117.419189
	Iteration 45Q: 3 clusters Score -1849162 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5498 members 
Mstep: Class 2 contains 9150 members 
Entering Unmasked Estep 
Score: -1849165.125000 Penalty: 3117.419189
	Iteration 46Q: 3 clusters Score -1849165 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5497 members 
Mstep: Class 2 contains 9151 members 
Entering Unmasked Estep 
Score: -1849166.625000 Penalty: 3117.419189
	Iteration 47Q: 3 clusters Score -1849167 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5497 members 
Mstep: Class 2 contains 9151 members 
Entering Unmasked Estep 
Score: -1849166.625000 Penalty: 3117.419189
	Iteration 48F: 3 clusters Score -1849167 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 47271 members 
Mstep: Class 2 contains 5204 members 
Mstep: Class 3 contains 2107 members 
Mstep: Class 4 contains 3281 members 
Mstep: Class 5 contains 5497 members 
Mstep: Class 6 contains 1004 members 
Mstep: Class 7 contains 479 members 
Mstep: Class 8 contains 7519 members 
Mstep: Class 9 contains 22579 members 
Mstep: Class 10 contains 49864 members 
Mstep: Class 11 contains 2254 members 
Mstep: Class 12 contains 74207 members 
Mstep: Class 13 contains 18629 members 
Mstep: Class 14 contains 127752 members 
Mstep: Class 15 contains 2470 members 
Mstep: Class 16 contains 17277 members 
Mstep: Class 17 contains 9459 members 
Mstep: Class 18 contains 20154 members 
Mstep: Class 19 contains 41518 members 
Mstep: Class 20 contains 6674 members 
Mstep: Class 21 contains 10149 members 
Mstep: Class 22 contains 3246 members 
Mstep: Class 23 contains 42408 members 
Mstep: Class 24 contains 39930 members 
Mstep: Class 25 contains 7993 members 
Mstep: Class 26 contains 4026 members 
Mstep: Class 27 contains 2268 members 
Mstep: Class 28 contains 24534 members 
Mstep: Class 29 contains 397 members 
Mstep: Class 30 contains 4092 members 
Mstep: Class 31 contains 12542 members 
Mstep: Class 32 contains 16108 members 
Mstep: Class 33 contains 7913 members 
Mstep: Class 34 contains 13543 members 
Mstep: Class 35 contains 2374 members 
Mstep: Class 36 contains 11900 members 
Mstep: Class 37 contains 3507 members 
Mstep: Class 38 contains 11867 members 
Mstep: Class 39 contains 36396 members 
Mstep: Class 40 contains 21718 members 
Mstep: Class 41 contains 1385 members 
Mstep: Class 42 contains 24698 members 
Mstep: Class 43 contains 4427 members 
Mstep: Class 44 contains 3228 members 
Mstep: Class 45 contains 4682 members 
Mstep: Class 46 contains 2350 members 
Mstep: Class 47 contains 25800 members 
Mstep: Class 48 contains 806 members 
Mstep: Class 49 contains 1944 members 
Mstep: Class 50 contains 9151 members 
Entering Unmasked Estep 
Score: -100295984.000000 Penalty: 110644.859375
Splitting cluster 5 changes total score from -100297904.000000 to -100295984.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (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: -124964.835938 Penalty: 1123.158936
	Iteration 0F: 2 clusters Score -124964.8 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 497 members 
Entering Unmasked Estep 
Score: -123498.984375 Penalty: 2246.317871
	Iteration 0F: 3 clusters Score -123499 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -123750.437500 Penalty: 2246.317871
	Iteration 1F: 3 clusters Score -123750.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -123825.500000 Penalty: 2246.317871
	Iteration 2F: 3 clusters Score -123825.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -123860.468750 Penalty: 2246.317871
	Iteration 3Q: 3 clusters Score -123860.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -123881.664062 Penalty: 2246.317871
	Iteration 4Q: 3 clusters Score -123881.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -123897.609375 Penalty: 2246.317871
	Iteration 5Q: 3 clusters Score -123897.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -123905.718750 Penalty: 2246.317871
	Iteration 6Q: 3 clusters Score -123905.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -123908.960938 Penalty: 2246.317871
	Iteration 7Q: 3 clusters Score -123909 nChanged 3
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: -123910.898438 Penalty: 2246.317871
	Iteration 8Q: 3 clusters Score -123910.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -123911.750000 Penalty: 2246.317871
	Iteration 9Q: 3 clusters Score -123911.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -123913.875000 Penalty: 2246.317871
	Iteration 10Q: 3 clusters Score -123913.9 nChanged 3
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: -123916.414062 Penalty: 2246.317871
	Iteration 11Q: 3 clusters Score -123916.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -123918.515625 Penalty: 2246.317871
	Iteration 12Q: 3 clusters Score -123918.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -123921.500000 Penalty: 2246.317871
	Iteration 13Q: 3 clusters Score -123921.5 nChanged 1
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: -123921.828125 Penalty: 2246.317871
	Iteration 14Q: 3 clusters Score -123921.8 nChanged 0
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: -123921.828125 Penalty: 2246.317871
	Iteration 15F: 3 clusters Score -123921.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (479 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Entering Unmasked Estep 
Score: -50954.507812 Penalty: 1002.901306
	Iteration 0F: 2 clusters Score -50954.51 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 251 members 
Entering Unmasked Estep 
Score: -50034.785156 Penalty: 2005.802612
	Iteration 0F: 3 clusters Score -50034.79 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -50227.605469 Penalty: 2005.802612
	Iteration 1F: 3 clusters Score -50227.61 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -50299.472656 Penalty: 2005.802612
	Iteration 2F: 3 clusters Score -50299.47 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -50339.515625 Penalty: 2005.802612
	Iteration 3Q: 3 clusters Score -50339.52 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -50365.433594 Penalty: 2005.802612
	Iteration 4Q: 3 clusters Score -50365.43 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -50383.492188 Penalty: 2005.802612
	Iteration 5Q: 3 clusters Score -50383.49 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -50399.304688 Penalty: 2005.802612
	Iteration 6Q: 3 clusters Score -50399.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -50427.062500 Penalty: 2005.802612
	Iteration 7Q: 3 clusters Score -50427.06 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -50442.980469 Penalty: 2005.802612
	Iteration 8Q: 3 clusters Score -50442.98 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -50454.441406 Penalty: 2005.802612
	Iteration 9Q: 3 clusters Score -50454.44 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -50461.058594 Penalty: 2005.802612
	Iteration 10Q: 3 clusters Score -50461.06 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -50468.296875 Penalty: 2005.802612
	Iteration 11Q: 3 clusters Score -50468.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -50478.093750 Penalty: 2005.802612
	Iteration 12Q: 3 clusters Score -50478.09 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -50496.339844 Penalty: 2005.802612
	Iteration 13Q: 3 clusters Score -50496.34 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -50524.890625 Penalty: 2005.802612
	Iteration 14Q: 3 clusters Score -50524.89 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -50538.554688 Penalty: 2005.802612
	Iteration 15Q: 3 clusters Score -50538.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -50544.597656 Penalty: 2005.802612
	Iteration 16Q: 3 clusters Score -50544.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -50552.074219 Penalty: 2005.802612
	Iteration 17Q: 3 clusters Score -50552.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -50552.417969 Penalty: 2005.802612
	Iteration 18Q: 3 clusters Score -50552.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -50553.101562 Penalty: 2005.802612
	Iteration 19Q: 3 clusters Score -50553.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -50554.382812 Penalty: 2005.802612
	Iteration 20F: 3 clusters Score -50554.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -50556.179688 Penalty: 2005.802612
	Iteration 21Q: 3 clusters Score -50556.18 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -50561.375000 Penalty: 2005.802612
	Iteration 22Q: 3 clusters Score -50561.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -50564.804688 Penalty: 2005.802612
	Iteration 23Q: 3 clusters Score -50564.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -50566.828125 Penalty: 2005.802612
	Iteration 24Q: 3 clusters Score -50566.83 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -50571.039062 Penalty: 2005.802612
	Iteration 25Q: 3 clusters Score -50571.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -50573.015625 Penalty: 2005.802612
	Iteration 26Q: 3 clusters Score -50573.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -50574.773438 Penalty: 2005.802612
	Iteration 27Q: 3 clusters Score -50574.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -50576.410156 Penalty: 2005.802612
	Iteration 28Q: 3 clusters Score -50576.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -50577.480469 Penalty: 2005.802612
	Iteration 29Q: 3 clusters Score -50577.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -50577.480469 Penalty: 2005.802612
	Iteration 30F: 3 clusters Score -50577.48 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (7519 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7519 members 
Entering Unmasked Estep 
Score: -891046.812500 Penalty: 1450.343018
	Iteration 0F: 2 clusters Score -891046.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -885460.937500 Penalty: 2900.686035
	Iteration 0F: 3 clusters Score -885460.9 nChanged 3188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -887255.500000 Penalty: 2900.686035
	Iteration 1F: 3 clusters Score -887255.5 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -887517.625000 Penalty: 2900.686035
	Iteration 2F: 3 clusters Score -887517.6 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -887745.625000 Penalty: 2900.686035
	Iteration 3F: 3 clusters Score -887745.6 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -888046.812500 Penalty: 2900.686035
	Iteration 4F: 3 clusters Score -888046.8 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -888391.375000 Penalty: 2900.686035
	Iteration 5F: 3 clusters Score -888391.4 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -888747.750000 Penalty: 2900.686035
	Iteration 6F: 3 clusters Score -888747.8 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 5410 members 
Entering Unmasked Estep 
Score: -889071.687500 Penalty: 2900.686035
	Iteration 7F: 3 clusters Score -889071.7 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 5640 members 
Entering Unmasked Estep 
Score: -889358.437500 Penalty: 2900.686035
	Iteration 8Q: 3 clusters Score -889358.4 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 5842 members 
Entering Unmasked Estep 
Score: -889612.437500 Penalty: 2900.686035
	Iteration 9Q: 3 clusters Score -889612.4 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 5984 members 
Entering Unmasked Estep 
Score: -889788.312500 Penalty: 2900.686035
	Iteration 10Q: 3 clusters Score -889788.3 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 6069 members 
Entering Unmasked Estep 
Score: -889902.937500 Penalty: 2900.686035
	Iteration 11Q: 3 clusters Score -889902.9 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 6149 members 
Entering Unmasked Estep 
Score: -889992.625000 Penalty: 2900.686035
	Iteration 12Q: 3 clusters Score -889992.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 6219 members 
Entering Unmasked Estep 
Score: -890054.750000 Penalty: 2900.686035
	Iteration 13Q: 3 clusters Score -890054.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 6268 members 
Entering Unmasked Estep 
Score: -890094.437500 Penalty: 2900.686035
	Iteration 14Q: 3 clusters Score -890094.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 6308 members 
Entering Unmasked Estep 
Score: -890129.250000 Penalty: 2900.686035
	Iteration 15Q: 3 clusters Score -890129.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 6346 members 
Entering Unmasked Estep 
Score: -890157.250000 Penalty: 2900.686035
	Iteration 16Q: 3 clusters Score -890157.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 6380 members 
Entering Unmasked Estep 
Score: -890174.187500 Penalty: 2900.686035
	Iteration 17Q: 3 clusters Score -890174.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 6397 members 
Entering Unmasked Estep 
Score: -890186.312500 Penalty: 2900.686035
	Iteration 18Q: 3 clusters Score -890186.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 6414 members 
Entering Unmasked Estep 
Score: -890190.937500 Penalty: 2900.686035
	Iteration 19Q: 3 clusters Score -890190.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 6425 members 
Entering Unmasked Estep 
Score: -890194.375000 Penalty: 2900.686035
	Iteration 20F: 3 clusters Score -890194.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 6432 members 
Entering Unmasked Estep 
Score: -890198.375000 Penalty: 2900.686035
	Iteration 21Q: 3 clusters Score -890198.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 6439 members 
Entering Unmasked Estep 
Score: -890199.937500 Penalty: 2900.686035
	Iteration 22Q: 3 clusters Score -890199.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 6446 members 
Entering Unmasked Estep 
Score: -890202.375000 Penalty: 2900.686035
	Iteration 23Q: 3 clusters Score -890202.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 6449 members 
Entering Unmasked Estep 
Score: -890203.000000 Penalty: 2900.686035
	Iteration 24Q: 3 clusters Score -890203 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 6451 members 
Entering Unmasked Estep 
Score: -890202.937500 Penalty: 2900.686035
	Iteration 25Q: 3 clusters Score -890202.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 6451 members 
Entering Unmasked Estep 
Score: -890205.500000 Penalty: 2900.686035
	Iteration 26Q: 3 clusters Score -890205.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 6453 members 
Entering Unmasked Estep 
Score: -890204.812500 Penalty: 2900.686035
	Iteration 27Q: 3 clusters Score -890204.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 6455 members 
Entering Unmasked Estep 
Score: -890203.687500 Penalty: 2900.686035
	Iteration 28Q: 3 clusters Score -890203.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 6456 members 
Entering Unmasked Estep 
Score: -890205.562500 Penalty: 2900.686035
	Iteration 29Q: 3 clusters Score -890205.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 6456 members 
Entering Unmasked Estep 
Score: -890205.562500 Penalty: 2900.686035
	Iteration 30F: 3 clusters Score -890205.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (22579 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22579 members 
Entering Unmasked Estep 
Score: -2744604.000000 Penalty: 1629.026001
	Iteration 0F: 2 clusters Score -2744604 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11222 members 
Mstep: Class 2 contains 11357 members 
Entering Unmasked Estep 
Score: -2729280.750000 Penalty: 3258.052002
	Iteration 0F: 3 clusters Score -2729281 nChanged 10249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10819 members 
Mstep: Class 2 contains 11760 members 
Entering Unmasked Estep 
Score: -2735187.500000 Penalty: 3258.052002
	Iteration 1F: 3 clusters Score -2735188 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10518 members 
Mstep: Class 2 contains 12061 members 
Entering Unmasked Estep 
Score: -2735673.000000 Penalty: 3258.052002
	Iteration 2F: 3 clusters Score -2735673 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10094 members 
Mstep: Class 2 contains 12485 members 
Entering Unmasked Estep 
Score: -2736165.750000 Penalty: 3258.052002
	Iteration 3Q: 3 clusters Score -2736166 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9526 members 
Mstep: Class 2 contains 13053 members 
Entering Unmasked Estep 
Score: -2736692.250000 Penalty: 3258.052002
	Iteration 4Q: 3 clusters Score -2736692 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8856 members 
Mstep: Class 2 contains 13723 members 
Entering Unmasked Estep 
Score: -2737284.500000 Penalty: 3258.052002
	Iteration 5F: 3 clusters Score -2737284 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8015 members 
Mstep: Class 2 contains 14564 members 
Entering Unmasked Estep 
Score: -2738039.750000 Penalty: 3258.052002
	Iteration 6F: 3 clusters Score -2738040 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7096 members 
Mstep: Class 2 contains 15483 members 
Entering Unmasked Estep 
Score: -2738798.500000 Penalty: 3258.052002
	Iteration 7F: 3 clusters Score -2738798 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6131 members 
Mstep: Class 2 contains 16448 members 
Entering Unmasked Estep 
Score: -2739604.500000 Penalty: 3258.052002
	Iteration 8F: 3 clusters Score -2739604 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5156 members 
Mstep: Class 2 contains 17423 members 
Entering Unmasked Estep 
Score: -2740468.250000 Penalty: 3258.052002
	Iteration 9Q: 3 clusters Score -2740468 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 18301 members 
Entering Unmasked Estep 
Score: -2741215.750000 Penalty: 3258.052002
	Iteration 10Q: 3 clusters Score -2741216 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 19016 members 
Entering Unmasked Estep 
Score: -2741833.000000 Penalty: 3258.052002
	Iteration 11Q: 3 clusters Score -2741833 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 19614 members 
Entering Unmasked Estep 
Score: -2742341.000000 Penalty: 3258.052002
	Iteration 12Q: 3 clusters Score -2742341 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 20096 members 
Entering Unmasked Estep 
Score: -2742753.500000 Penalty: 3258.052002
	Iteration 13Q: 3 clusters Score -2742754 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 20470 members 
Entering Unmasked Estep 
Score: -2743042.000000 Penalty: 3258.052002
	Iteration 14Q: 3 clusters Score -2743042 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 20735 members 
Entering Unmasked Estep 
Score: -2743228.250000 Penalty: 3258.052002
	Iteration 15Q: 3 clusters Score -2743228 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 20923 members 
Entering Unmasked Estep 
Score: -2743363.750000 Penalty: 3258.052002
	Iteration 16Q: 3 clusters Score -2743364 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 21066 members 
Entering Unmasked Estep 
Score: -2743443.500000 Penalty: 3258.052002
	Iteration 17Q: 3 clusters Score -2743444 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 21177 members 
Entering Unmasked Estep 
Score: -2743500.000000 Penalty: 3258.052002
	Iteration 18Q: 3 clusters Score -2743500 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 21257 members 
Entering Unmasked Estep 
Score: -2743541.250000 Penalty: 3258.052002
	Iteration 19Q: 3 clusters Score -2743541 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 21317 members 
Entering Unmasked Estep 
Score: -2743560.500000 Penalty: 3258.052002
	Iteration 20F: 3 clusters Score -2743560 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 21358 members 
Entering Unmasked Estep 
Score: -2743570.750000 Penalty: 3258.052002
	Iteration 21Q: 3 clusters Score -2743571 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 21399 members 
Entering Unmasked Estep 
Score: -2743593.750000 Penalty: 3258.052002
	Iteration 22Q: 3 clusters Score -2743594 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 21440 members 
Entering Unmasked Estep 
Score: -2743614.750000 Penalty: 3258.052002
	Iteration 23Q: 3 clusters Score -2743615 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 21477 members 
Entering Unmasked Estep 
Score: -2743627.500000 Penalty: 3258.052002
	Iteration 24Q: 3 clusters Score -2743628 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 21517 members 
Entering Unmasked Estep 
Score: -2743644.250000 Penalty: 3258.052002
	Iteration 25Q: 3 clusters Score -2743644 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 21545 members 
Entering Unmasked Estep 
Score: -2743656.250000 Penalty: 3258.052002
	Iteration 26Q: 3 clusters Score -2743656 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 21569 members 
Entering Unmasked Estep 
Score: -2743667.750000 Penalty: 3258.052002
	Iteration 27Q: 3 clusters Score -2743668 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 21591 members 
Entering Unmasked Estep 
Score: -2743679.000000 Penalty: 3258.052002
	Iteration 28Q: 3 clusters Score -2743679 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 21609 members 
Entering Unmasked Estep 
Score: -2743683.000000 Penalty: 3258.052002
	Iteration 29Q: 3 clusters Score -2743683 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 21625 members 
Entering Unmasked Estep 
Score: -2743688.500000 Penalty: 3258.052002
	Iteration 30Q: 3 clusters Score -2743688 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 21641 members 
Entering Unmasked Estep 
Score: -2743693.250000 Penalty: 3258.052002
	Iteration 31Q: 3 clusters Score -2743693 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 21654 members 
Entering Unmasked Estep 
Score: -2743704.250000 Penalty: 3258.052002
	Iteration 32Q: 3 clusters Score -2743704 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 21664 members 
Entering Unmasked Estep 
Score: -2743711.000000 Penalty: 3258.052002
	Iteration 33Q: 3 clusters Score -2743711 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 21667 members 
Entering Unmasked Estep 
Score: -2743709.500000 Penalty: 3258.052002
	Iteration 34Q: 3 clusters Score -2743710 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 21674 members 
Entering Unmasked Estep 
Score: -2743709.000000 Penalty: 3258.052002
	Iteration 35Q: 3 clusters Score -2743709 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 21678 members 
Entering Unmasked Estep 
Score: -2743709.000000 Penalty: 3258.052002
	Iteration 36Q: 3 clusters Score -2743709 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 21680 members 
Entering Unmasked Estep 
Score: -2743707.750000 Penalty: 3258.052002
	Iteration 37Q: 3 clusters Score -2743708 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 21682 members 
Entering Unmasked Estep 
Score: -2743713.750000 Penalty: 3258.052002
	Iteration 38Q: 3 clusters Score -2743714 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 21683 members 
Entering Unmasked Estep 
Score: -2743714.500000 Penalty: 3258.052002
	Iteration 39Q: 3 clusters Score -2743714 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 21684 members 
Entering Unmasked Estep 
Score: -2743716.750000 Penalty: 3258.052002
	Iteration 40F: 3 clusters Score -2743717 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (49864 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49864 members 
Entering Unmasked Estep 
Score: -6450763.000000 Penalty: 1757.771362
	Iteration 0F: 2 clusters Score -6450763 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25075 members 
Mstep: Class 2 contains 24789 members 
Entering Unmasked Estep 
Score: -6417659.500000 Penalty: 3515.542725
	Iteration 0F: 3 clusters Score -6417660 nChanged 23204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25703 members 
Mstep: Class 2 contains 24161 members 
Entering Unmasked Estep 
Score: -6431089.500000 Penalty: 3515.542725
	Iteration 1F: 3 clusters Score -6431090 nChanged 2119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26010 members 
Mstep: Class 2 contains 23854 members 
Entering Unmasked Estep 
Score: -6431847.000000 Penalty: 3515.542725
	Iteration 2Q: 3 clusters Score -6431847 nChanged 2281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26457 members 
Mstep: Class 2 contains 23407 members 
Entering Unmasked Estep 
Score: -6432886.000000 Penalty: 3515.542725
	Iteration 3Q: 3 clusters Score -6432886 nChanged 2548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27061 members 
Mstep: Class 2 contains 22803 members 
Entering Unmasked Estep 
Score: -6434198.500000 Penalty: 3515.542725
	Iteration 4F: 3 clusters Score -6434198 nChanged 2758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27821 members 
Mstep: Class 2 contains 22043 members 
Entering Unmasked Estep 
Score: -6435788.500000 Penalty: 3515.542725
	Iteration 5F: 3 clusters Score -6435788 nChanged 2919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28850 members 
Mstep: Class 2 contains 21014 members 
Entering Unmasked Estep 
Score: -6437862.500000 Penalty: 3515.542725
	Iteration 6F: 3 clusters Score -6437862 nChanged 3075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29999 members 
Mstep: Class 2 contains 19865 members 
Entering Unmasked Estep 
Score: -6440118.500000 Penalty: 3515.542725
	Iteration 7F: 3 clusters Score -6440118 nChanged 2904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31095 members 
Mstep: Class 2 contains 18769 members 
Entering Unmasked Estep 
Score: -6442181.000000 Penalty: 3515.542725
	Iteration 8F: 3 clusters Score -6442181 nChanged 2519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32024 members 
Mstep: Class 2 contains 17840 members 
Entering Unmasked Estep 
Score: -6443707.000000 Penalty: 3515.542725
	Iteration 9F: 3 clusters Score -6443707 nChanged 2026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32756 members 
Mstep: Class 2 contains 17108 members 
Entering Unmasked Estep 
Score: -6444689.500000 Penalty: 3515.542725
	Iteration 10Q: 3 clusters Score -6444690 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33326 members 
Mstep: Class 2 contains 16538 members 
Entering Unmasked Estep 
Score: -6445260.000000 Penalty: 3515.542725
	Iteration 11Q: 3 clusters Score -6445260 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33808 members 
Mstep: Class 2 contains 16056 members 
Entering Unmasked Estep 
Score: -6445531.500000 Penalty: 3515.542725
	Iteration 12Q: 3 clusters Score -6445532 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34240 members 
Mstep: Class 2 contains 15624 members 
Entering Unmasked Estep 
Score: -6445693.500000 Penalty: 3515.542725
	Iteration 13Q: 3 clusters Score -6445694 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34631 members 
Mstep: Class 2 contains 15233 members 
Entering Unmasked Estep 
Score: -6445796.500000 Penalty: 3515.542725
	Iteration 14Q: 3 clusters Score -6445796 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34991 members 
Mstep: Class 2 contains 14873 members 
Entering Unmasked Estep 
Score: -6445909.500000 Penalty: 3515.542725
	Iteration 15Q: 3 clusters Score -6445910 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35405 members 
Mstep: Class 2 contains 14459 members 
Entering Unmasked Estep 
Score: -6445992.000000 Penalty: 3515.542725
	Iteration 16Q: 3 clusters Score -6445992 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35831 members 
Mstep: Class 2 contains 14033 members 
Entering Unmasked Estep 
Score: -6446077.500000 Penalty: 3515.542725
	Iteration 17Q: 3 clusters Score -6446078 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36248 members 
Mstep: Class 2 contains 13616 members 
Entering Unmasked Estep 
Score: -6446172.000000 Penalty: 3515.542725
	Iteration 18Q: 3 clusters Score -6446172 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36656 members 
Mstep: Class 2 contains 13208 members 
Entering Unmasked Estep 
Score: -6446290.000000 Penalty: 3515.542725
	Iteration 19Q: 3 clusters Score -6446290 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37047 members 
Mstep: Class 2 contains 12817 members 
Entering Unmasked Estep 
Score: -6446362.500000 Penalty: 3515.542725
	Iteration 20F: 3 clusters Score -6446362 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37423 members 
Mstep: Class 2 contains 12441 members 
Entering Unmasked Estep 
Score: -6446445.000000 Penalty: 3515.542725
	Iteration 21Q: 3 clusters Score -6446445 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37812 members 
Mstep: Class 2 contains 12052 members 
Entering Unmasked Estep 
Score: -6446493.500000 Penalty: 3515.542725
	Iteration 22Q: 3 clusters Score -6446494 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38212 members 
Mstep: Class 2 contains 11652 members 
Entering Unmasked Estep 
Score: -6446545.000000 Penalty: 3515.542725
	Iteration 23Q: 3 clusters Score -6446545 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38577 members 
Mstep: Class 2 contains 11287 members 
Entering Unmasked Estep 
Score: -6446630.000000 Penalty: 3515.542725
	Iteration 24Q: 3 clusters Score -6446630 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38948 members 
Mstep: Class 2 contains 10916 members 
Entering Unmasked Estep 
Score: -6446685.500000 Penalty: 3515.542725
	Iteration 25Q: 3 clusters Score -6446686 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39308 members 
Mstep: Class 2 contains 10556 members 
Entering Unmasked Estep 
Score: -6446754.500000 Penalty: 3515.542725
	Iteration 26Q: 3 clusters Score -6446754 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39693 members 
Mstep: Class 2 contains 10171 members 
Entering Unmasked Estep 
Score: -6446838.000000 Penalty: 3515.542725
	Iteration 27Q: 3 clusters Score -6446838 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40062 members 
Mstep: Class 2 contains 9802 members 
Entering Unmasked Estep 
Score: -6446918.000000 Penalty: 3515.542725
	Iteration 28Q: 3 clusters Score -6446918 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40445 members 
Mstep: Class 2 contains 9419 members 
Entering Unmasked Estep 
Score: -6446980.500000 Penalty: 3515.542725
	Iteration 29Q: 3 clusters Score -6446980 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40859 members 
Mstep: Class 2 contains 9005 members 
Entering Unmasked Estep 
Score: -6447071.500000 Penalty: 3515.542725
	Iteration 30Q: 3 clusters Score -6447072 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41237 members 
Mstep: Class 2 contains 8627 members 
Entering Unmasked Estep 
Score: -6447167.500000 Penalty: 3515.542725
	Iteration 31Q: 3 clusters Score -6447168 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41621 members 
Mstep: Class 2 contains 8243 members 
Entering Unmasked Estep 
Score: -6447231.500000 Penalty: 3515.542725
	Iteration 32Q: 3 clusters Score -6447232 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42029 members 
Mstep: Class 2 contains 7835 members 
Entering Unmasked Estep 
Score: -6447337.000000 Penalty: 3515.542725
	Iteration 33Q: 3 clusters Score -6447337 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42430 members 
Mstep: Class 2 contains 7434 members 
Entering Unmasked Estep 
Score: -6447441.500000 Penalty: 3515.542725
	Iteration 34Q: 3 clusters Score -6447442 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42836 members 
Mstep: Class 2 contains 7028 members 
Entering Unmasked Estep 
Score: -6447531.000000 Penalty: 3515.542725
	Iteration 35Q: 3 clusters Score -6447531 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43239 members 
Mstep: Class 2 contains 6625 members 
Entering Unmasked Estep 
Score: -6447651.000000 Penalty: 3515.542725
	Iteration 36Q: 3 clusters Score -6447651 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43613 members 
Mstep: Class 2 contains 6251 members 
Entering Unmasked Estep 
Score: -6447716.500000 Penalty: 3515.542725
	Iteration 37Q: 3 clusters Score -6447716 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44006 members 
Mstep: Class 2 contains 5858 members 
Entering Unmasked Estep 
Score: -6447841.500000 Penalty: 3515.542725
	Iteration 38Q: 3 clusters Score -6447842 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44351 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -6447918.000000 Penalty: 3515.542725
	Iteration 39Q: 3 clusters Score -6447918 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44660 members 
Mstep: Class 2 contains 5204 members 
Entering Unmasked Estep 
Score: -6448018.000000 Penalty: 3515.542725
	Iteration 40F: 3 clusters Score -6448018 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44957 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -6448069.500000 Penalty: 3515.542725
	Iteration 41Q: 3 clusters Score -6448070 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45243 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -6448145.500000 Penalty: 3515.542725
	Iteration 42Q: 3 clusters Score -6448146 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45531 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -6448232.500000 Penalty: 3515.542725
	Iteration 43Q: 3 clusters Score -6448232 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45844 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -6448361.000000 Penalty: 3515.542725
	Iteration 44Q: 3 clusters Score -6448361 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46145 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -6448433.500000 Penalty: 3515.542725
	Iteration 45Q: 3 clusters Score -6448434 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46438 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -6448530.000000 Penalty: 3515.542725
	Iteration 46Q: 3 clusters Score -6448530 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46710 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -6448614.000000 Penalty: 3515.542725
	Iteration 47Q: 3 clusters Score -6448614 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46949 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -6448674.500000 Penalty: 3515.542725
	Iteration 48Q: 3 clusters Score -6448674 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47158 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -6448750.500000 Penalty: 3515.542725
	Iteration 49Q: 3 clusters Score -6448750 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47337 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -6448796.000000 Penalty: 3515.542725
	Iteration 50Q: 3 clusters Score -6448796 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47512 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -6448855.500000 Penalty: 3515.542725
	Iteration 51Q: 3 clusters Score -6448856 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47666 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -6448879.000000 Penalty: 3515.542725
	Iteration 52Q: 3 clusters Score -6448879 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47809 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -6448925.500000 Penalty: 3515.542725
	Iteration 53Q: 3 clusters Score -6448926 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47942 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -6448978.000000 Penalty: 3515.542725
	Iteration 54Q: 3 clusters Score -6448978 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48068 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -6449021.500000 Penalty: 3515.542725
	Iteration 55Q: 3 clusters Score -6449022 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48186 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -6449059.500000 Penalty: 3515.542725
	Iteration 56Q: 3 clusters Score -6449060 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48263 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -6449094.500000 Penalty: 3515.542725
	Iteration 57Q: 3 clusters Score -6449094 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48339 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -6449118.000000 Penalty: 3515.542725
	Iteration 58Q: 3 clusters Score -6449118 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48404 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -6449131.500000 Penalty: 3515.542725
	Iteration 59Q: 3 clusters Score -6449132 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48458 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -6449158.500000 Penalty: 3515.542725
	Iteration 60F: 3 clusters Score -6449158 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48505 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -6449173.000000 Penalty: 3515.542725
	Iteration 61Q: 3 clusters Score -6449173 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48545 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -6449190.000000 Penalty: 3515.542725
	Iteration 62Q: 3 clusters Score -6449190 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48578 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -6449201.000000 Penalty: 3515.542725
	Iteration 63Q: 3 clusters Score -6449201 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48610 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -6449208.000000 Penalty: 3515.542725
	Iteration 64Q: 3 clusters Score -6449208 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48636 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -6449214.500000 Penalty: 3515.542725
	Iteration 65Q: 3 clusters Score -6449214 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48655 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -6449218.000000 Penalty: 3515.542725
	Iteration 66Q: 3 clusters Score -6449218 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48665 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -6449225.500000 Penalty: 3515.542725
	Iteration 67Q: 3 clusters Score -6449226 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48676 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -6449235.500000 Penalty: 3515.542725
	Iteration 68Q: 3 clusters Score -6449236 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48691 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -6449242.000000 Penalty: 3515.542725
	Iteration 69Q: 3 clusters Score -6449242 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48709 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -6449252.000000 Penalty: 3515.542725
	Iteration 70Q: 3 clusters Score -6449252 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48727 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -6449257.500000 Penalty: 3515.542725
	Iteration 71Q: 3 clusters Score -6449258 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48756 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -6449267.000000 Penalty: 3515.542725
	Iteration 72Q: 3 clusters Score -6449267 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48773 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -6449268.500000 Penalty: 3515.542725
	Iteration 73Q: 3 clusters Score -6449268 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48786 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -6449278.000000 Penalty: 3515.542725
	Iteration 74Q: 3 clusters Score -6449278 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48800 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -6449282.000000 Penalty: 3515.542725
	Iteration 75Q: 3 clusters Score -6449282 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48809 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -6449286.000000 Penalty: 3515.542725
	Iteration 76Q: 3 clusters Score -6449286 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48819 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -6449287.500000 Penalty: 3515.542725
	Iteration 77Q: 3 clusters Score -6449288 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48831 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -6449280.000000 Penalty: 3515.542725
	Iteration 78Q: 3 clusters Score -6449280 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48841 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -6449290.500000 Penalty: 3515.542725
	Iteration 79Q: 3 clusters Score -6449290 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48848 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -6449286.500000 Penalty: 3515.542725
	Iteration 80F: 3 clusters Score -6449286 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48859 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -6449296.000000 Penalty: 3515.542725
	Iteration 81Q: 3 clusters Score -6449296 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48864 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -6449301.000000 Penalty: 3515.542725
	Iteration 82Q: 3 clusters Score -6449301 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48873 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -6449299.500000 Penalty: 3515.542725
	Iteration 83Q: 3 clusters Score -6449300 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48882 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -6449303.000000 Penalty: 3515.542725
	Iteration 84Q: 3 clusters Score -6449303 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48891 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -6449308.500000 Penalty: 3515.542725
	Iteration 85Q: 3 clusters Score -6449308 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48896 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -6449318.000000 Penalty: 3515.542725
	Iteration 86Q: 3 clusters Score -6449318 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48898 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -6449322.500000 Penalty: 3515.542725
	Iteration 87Q: 3 clusters Score -6449322 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48902 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -6449328.500000 Penalty: 3515.542725
	Iteration 88Q: 3 clusters Score -6449328 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48904 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -6449330.000000 Penalty: 3515.542725
	Iteration 89Q: 3 clusters Score -6449330 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48909 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -6449324.000000 Penalty: 3515.542725
	Iteration 90Q: 3 clusters Score -6449324 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48911 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -6449322.000000 Penalty: 3515.542725
	Iteration 91Q: 3 clusters Score -6449322 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48913 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -6449322.500000 Penalty: 3515.542725
	Iteration 92Q: 3 clusters Score -6449322 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48913 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -6449322.500000 Penalty: 3515.542725
	Iteration 93F: 3 clusters Score -6449322 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (2254 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Entering Unmasked Estep 
Score: -268295.468750 Penalty: 1254.575073
	Iteration 0F: 2 clusters Score -268295.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -266048.812500 Penalty: 2509.150146
	Iteration 0F: 3 clusters Score -266048.8 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -266531.750000 Penalty: 2509.150146
	Iteration 1F: 3 clusters Score -266531.8 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -266697.000000 Penalty: 2509.150146
	Iteration 2F: 3 clusters Score -266697 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -266809.031250 Penalty: 2509.150146
	Iteration 3F: 3 clusters Score -266809 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -266896.375000 Penalty: 2509.150146
	Iteration 4Q: 3 clusters Score -266896.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -266970.187500 Penalty: 2509.150146
	Iteration 5Q: 3 clusters Score -266970.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -267020.562500 Penalty: 2509.150146
	Iteration 6Q: 3 clusters Score -267020.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -267072.843750 Penalty: 2509.150146
	Iteration 7Q: 3 clusters Score -267072.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -267124.625000 Penalty: 2509.150146
	Iteration 8Q: 3 clusters Score -267124.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -267165.093750 Penalty: 2509.150146
	Iteration 9Q: 3 clusters Score -267165.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -267197.250000 Penalty: 2509.150146
	Iteration 10Q: 3 clusters Score -267197.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -267218.812500 Penalty: 2509.150146
	Iteration 11Q: 3 clusters Score -267218.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -267243.656250 Penalty: 2509.150146
	Iteration 12Q: 3 clusters Score -267243.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -267272.125000 Penalty: 2509.150146
	Iteration 13Q: 3 clusters Score -267272.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -267290.343750 Penalty: 2509.150146
	Iteration 14Q: 3 clusters Score -267290.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -267302.000000 Penalty: 2509.150146
	Iteration 15Q: 3 clusters Score -267302 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -267309.125000 Penalty: 2509.150146
	Iteration 16Q: 3 clusters Score -267309.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -267314.093750 Penalty: 2509.150146
	Iteration 17Q: 3 clusters Score -267314.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -267318.312500 Penalty: 2509.150146
	Iteration 18Q: 3 clusters Score -267318.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -267326.812500 Penalty: 2509.150146
	Iteration 19Q: 3 clusters Score -267326.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -267337.062500 Penalty: 2509.150146
	Iteration 20F: 3 clusters Score -267337.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -267347.125000 Penalty: 2509.150146
	Iteration 21Q: 3 clusters Score -267347.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -267359.375000 Penalty: 2509.150146
	Iteration 22Q: 3 clusters Score -267359.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -267367.437500 Penalty: 2509.150146
	Iteration 23Q: 3 clusters Score -267367.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -267371.281250 Penalty: 2509.150146
	Iteration 24Q: 3 clusters Score -267371.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -267374.281250 Penalty: 2509.150146
	Iteration 25Q: 3 clusters Score -267374.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -267376.937500 Penalty: 2509.150146
	Iteration 26Q: 3 clusters Score -267376.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -267378.375000 Penalty: 2509.150146
	Iteration 27Q: 3 clusters Score -267378.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -267381.218750 Penalty: 2509.150146
	Iteration 28Q: 3 clusters Score -267381.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -267387.562500 Penalty: 2509.150146
	Iteration 29Q: 3 clusters Score -267387.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -267393.843750 Penalty: 2509.150146
	Iteration 30Q: 3 clusters Score -267393.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -267398.125000 Penalty: 2509.150146
	Iteration 31Q: 3 clusters Score -267398.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -267402.406250 Penalty: 2509.150146
	Iteration 32Q: 3 clusters Score -267402.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -267406.843750 Penalty: 2509.150146
	Iteration 33Q: 3 clusters Score -267406.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -267411.281250 Penalty: 2509.150146
	Iteration 34Q: 3 clusters Score -267411.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -267412.937500 Penalty: 2509.150146
	Iteration 35Q: 3 clusters Score -267412.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -267416.906250 Penalty: 2509.150146
	Iteration 36Q: 3 clusters Score -267416.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -267423.843750 Penalty: 2509.150146
	Iteration 37Q: 3 clusters Score -267423.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -267436.156250 Penalty: 2509.150146
	Iteration 38Q: 3 clusters Score -267436.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -267444.093750 Penalty: 2509.150146
	Iteration 39Q: 3 clusters Score -267444.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -267450.812500 Penalty: 2509.150146
	Iteration 40F: 3 clusters Score -267450.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -267457.906250 Penalty: 2509.150146
	Iteration 41Q: 3 clusters Score -267457.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -267462.812500 Penalty: 2509.150146
	Iteration 42Q: 3 clusters Score -267462.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -267466.843750 Penalty: 2509.150146
	Iteration 43Q: 3 clusters Score -267466.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -267468.531250 Penalty: 2509.150146
	Iteration 44Q: 3 clusters Score -267468.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -267470.812500 Penalty: 2509.150146
	Iteration 45Q: 3 clusters Score -267470.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -267471.812500 Penalty: 2509.150146
	Iteration 46Q: 3 clusters Score -267471.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -267473.281250 Penalty: 2509.150146
	Iteration 47Q: 3 clusters Score -267473.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -267475.375000 Penalty: 2509.150146
	Iteration 48Q: 3 clusters Score -267475.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -267477.968750 Penalty: 2509.150146
	Iteration 49Q: 3 clusters Score -267478 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -267482.281250 Penalty: 2509.150146
	Iteration 50Q: 3 clusters Score -267482.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -267485.843750 Penalty: 2509.150146
	Iteration 51Q: 3 clusters Score -267485.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -267490.875000 Penalty: 2509.150146
	Iteration 52Q: 3 clusters Score -267490.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -267493.656250 Penalty: 2509.150146
	Iteration 53Q: 3 clusters Score -267493.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -267494.875000 Penalty: 2509.150146
	Iteration 54Q: 3 clusters Score -267494.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -267495.781250 Penalty: 2509.150146
	Iteration 55Q: 3 clusters Score -267495.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -267496.656250 Penalty: 2509.150146
	Iteration 56Q: 3 clusters Score -267496.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -267496.656250 Penalty: 2509.150146
	Iteration 57F: 3 clusters Score -267496.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (74207 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74207 members 
Entering Unmasked Estep 
Score: -9419731.000000 Penalty: 1822.374756
	Iteration 0F: 2 clusters Score -9419731 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37289 members 
Mstep: Class 2 contains 36918 members 
Entering Unmasked Estep 
Score: -9370071.000000 Penalty: 3644.749512
	Iteration 0F: 3 clusters Score -9370071 nChanged 35294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40075 members 
Mstep: Class 2 contains 34132 members 
Entering Unmasked Estep 
Score: -9391035.000000 Penalty: 3644.749512
	Iteration 1F: 3 clusters Score -9391035 nChanged 3607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42280 members 
Mstep: Class 2 contains 31927 members 
Entering Unmasked Estep 
Score: -9392582.000000 Penalty: 3644.749512
	Iteration 2Q: 3 clusters Score -9392582 nChanged 4418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45538 members 
Mstep: Class 2 contains 28669 members 
Entering Unmasked Estep 
Score: -9394952.000000 Penalty: 3644.749512
	Iteration 3F: 3 clusters Score -9394952 nChanged 5323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49897 members 
Mstep: Class 2 contains 24310 members 
Entering Unmasked Estep 
Score: -9398395.000000 Penalty: 3644.749512
	Iteration 4F: 3 clusters Score -9398395 nChanged 6000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55059 members 
Mstep: Class 2 contains 19148 members 
Entering Unmasked Estep 
Score: -9402875.000000 Penalty: 3644.749512
	Iteration 5F: 3 clusters Score -9402875 nChanged 5524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59949 members 
Mstep: Class 2 contains 14258 members 
Entering Unmasked Estep 
Score: -9407072.000000 Penalty: 3644.749512
	Iteration 6F: 3 clusters Score -9407072 nChanged 4508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64083 members 
Mstep: Class 2 contains 10124 members 
Entering Unmasked Estep 
Score: -9410465.000000 Penalty: 3644.749512
	Iteration 7F: 3 clusters Score -9410465 nChanged 3378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67275 members 
Mstep: Class 2 contains 6932 members 
Entering Unmasked Estep 
Score: -9412980.000000 Penalty: 3644.749512
	Iteration 8Q: 3 clusters Score -9412980 nChanged 2386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69619 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -9414817.000000 Penalty: 3644.749512
	Iteration 9Q: 3 clusters Score -9414817 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71332 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -9416161.000000 Penalty: 3644.749512
	Iteration 10Q: 3 clusters Score -9416161 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72441 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -9416957.000000 Penalty: 3644.749512
	Iteration 11Q: 3 clusters Score -9416957 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73126 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -9417483.000000 Penalty: 3644.749512
	Iteration 12Q: 3 clusters Score -9417483 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73487 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -9417772.000000 Penalty: 3644.749512
	Iteration 13Q: 3 clusters Score -9417772 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73669 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -9417929.000000 Penalty: 3644.749512
	Iteration 14Q: 3 clusters Score -9417929 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73755 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -9418034.000000 Penalty: 3644.749512
	Iteration 15Q: 3 clusters Score -9418034 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73810 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -9418072.000000 Penalty: 3644.749512
	Iteration 16Q: 3 clusters Score -9418072 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73841 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -9418104.000000 Penalty: 3644.749512
	Iteration 17Q: 3 clusters Score -9418104 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73860 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -9418121.000000 Penalty: 3644.749512
	Iteration 18Q: 3 clusters Score -9418121 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73878 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -9418149.000000 Penalty: 3644.749512
	Iteration 19Q: 3 clusters Score -9418149 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73887 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -9418152.000000 Penalty: 3644.749512
	Iteration 20F: 3 clusters Score -9418152 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73893 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -9418166.000000 Penalty: 3644.749512
	Iteration 21Q: 3 clusters Score -9418166 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73895 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -9418159.000000 Penalty: 3644.749512
	Iteration 22Q: 3 clusters Score -9418159 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73895 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -9418159.000000 Penalty: 3644.749512
	Iteration 23F: 3 clusters Score -9418159 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (18629 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18629 members 
Entering Unmasked Estep 
Score: -2324054.000000 Penalty: 1597.777100
	Iteration 0F: 2 clusters Score -2324054 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9398 members 
Mstep: Class 2 contains 9231 members 
Entering Unmasked Estep 
Score: -2311173.000000 Penalty: 3195.554199
	Iteration 0F: 3 clusters Score -2311173 nChanged 8437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10005 members 
Mstep: Class 2 contains 8624 members 
Entering Unmasked Estep 
Score: -2315910.750000 Penalty: 3195.554199
	Iteration 1F: 3 clusters Score -2315911 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10478 members 
Mstep: Class 2 contains 8151 members 
Entering Unmasked Estep 
Score: -2316322.750000 Penalty: 3195.554199
	Iteration 2F: 3 clusters Score -2316323 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11165 members 
Mstep: Class 2 contains 7464 members 
Entering Unmasked Estep 
Score: -2316837.750000 Penalty: 3195.554199
	Iteration 3F: 3 clusters Score -2316838 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12026 members 
Mstep: Class 2 contains 6603 members 
Entering Unmasked Estep 
Score: -2317498.500000 Penalty: 3195.554199
	Iteration 4F: 3 clusters Score -2317498 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13083 members 
Mstep: Class 2 contains 5546 members 
Entering Unmasked Estep 
Score: -2318385.000000 Penalty: 3195.554199
	Iteration 5F: 3 clusters Score -2318385 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14283 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -2319539.500000 Penalty: 3195.554199
	Iteration 6F: 3 clusters Score -2319540 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15402 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -2320634.500000 Penalty: 3195.554199
	Iteration 7F: 3 clusters Score -2320634 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16233 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -2321443.500000 Penalty: 3195.554199
	Iteration 8Q: 3 clusters Score -2321444 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16834 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -2322045.000000 Penalty: 3195.554199
	Iteration 9Q: 3 clusters Score -2322045 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17174 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -2322428.500000 Penalty: 3195.554199
	Iteration 10Q: 3 clusters Score -2322428 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17373 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -2322650.250000 Penalty: 3195.554199
	Iteration 11Q: 3 clusters Score -2322650 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17510 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -2322800.250000 Penalty: 3195.554199
	Iteration 12Q: 3 clusters Score -2322800 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17605 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -2322899.500000 Penalty: 3195.554199
	Iteration 13Q: 3 clusters Score -2322900 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17673 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -2322977.250000 Penalty: 3195.554199
	Iteration 14Q: 3 clusters Score -2322977 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17716 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -2323021.750000 Penalty: 3195.554199
	Iteration 15Q: 3 clusters Score -2323022 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17732 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -2323041.500000 Penalty: 3195.554199
	Iteration 16Q: 3 clusters Score -2323042 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17751 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -2323061.750000 Penalty: 3195.554199
	Iteration 17Q: 3 clusters Score -2323062 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17761 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -2323070.250000 Penalty: 3195.554199
	Iteration 18Q: 3 clusters Score -2323070 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17765 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -2323078.250000 Penalty: 3195.554199
	Iteration 19Q: 3 clusters Score -2323078 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17769 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -2323088.250000 Penalty: 3195.554199
	Iteration 20F: 3 clusters Score -2323088 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17768 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -2323093.250000 Penalty: 3195.554199
	Iteration 21Q: 3 clusters Score -2323093 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17766 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -2323091.500000 Penalty: 3195.554199
	Iteration 22Q: 3 clusters Score -2323092 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17760 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -2323094.500000 Penalty: 3195.554199
	Iteration 23Q: 3 clusters Score -2323094 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17759 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -2323102.750000 Penalty: 3195.554199
	Iteration 24Q: 3 clusters Score -2323103 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17765 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -2323110.250000 Penalty: 3195.554199
	Iteration 25Q: 3 clusters Score -2323110 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17765 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -2323105.250000 Penalty: 3195.554199
	Iteration 26Q: 3 clusters Score -2323105 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17768 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -2323111.500000 Penalty: 3195.554199
	Iteration 27Q: 3 clusters Score -2323112 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17764 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -2323114.500000 Penalty: 3195.554199
	Iteration 28Q: 3 clusters Score -2323114 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17763 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -2323116.750000 Penalty: 3195.554199
	Iteration 29Q: 3 clusters Score -2323117 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17763 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -2323119.000000 Penalty: 3195.554199
	Iteration 30Q: 3 clusters Score -2323119 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17762 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -2323120.250000 Penalty: 3195.554199
	Iteration 31Q: 3 clusters Score -2323120 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17762 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -2323126.500000 Penalty: 3195.554199
	Iteration 32Q: 3 clusters Score -2323126 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17760 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -2323127.250000 Penalty: 3195.554199
	Iteration 33Q: 3 clusters Score -2323127 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17760 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -2323127.250000 Penalty: 3195.554199
	Iteration 34F: 3 clusters Score -2323127 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (127752 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127752 members 
Entering Unmasked Estep 
Score: -16442501.000000 Penalty: 1910.649902
	Iteration 0F: 2 clusters Score -1.64425e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64116 members 
Mstep: Class 2 contains 63636 members 
Entering Unmasked Estep 
Score: -16364246.000000 Penalty: 3821.299805
	Iteration 0F: 3 clusters Score -1.636425e+07 nChanged 61351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68463 members 
Mstep: Class 2 contains 59289 members 
Entering Unmasked Estep 
Score: -16401167.000000 Penalty: 3821.299805
	Iteration 1F: 3 clusters Score -1.640117e+07 nChanged 5027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71666 members 
Mstep: Class 2 contains 56086 members 
Entering Unmasked Estep 
Score: -16402662.000000 Penalty: 3821.299805
	Iteration 2Q: 3 clusters Score -1.640266e+07 nChanged 6503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76463 members 
Mstep: Class 2 contains 51289 members 
Entering Unmasked Estep 
Score: -16405373.000000 Penalty: 3821.299805
	Iteration 3F: 3 clusters Score -1.640537e+07 nChanged 8125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82986 members 
Mstep: Class 2 contains 44766 members 
Entering Unmasked Estep 
Score: -16409650.000000 Penalty: 3821.299805
	Iteration 4F: 3 clusters Score -1.640965e+07 nChanged 9331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90681 members 
Mstep: Class 2 contains 37071 members 
Entering Unmasked Estep 
Score: -16414914.000000 Penalty: 3821.299805
	Iteration 5F: 3 clusters Score -1.641491e+07 nChanged 9107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98110 members 
Mstep: Class 2 contains 29642 members 
Entering Unmasked Estep 
Score: -16421057.000000 Penalty: 3821.299805
	Iteration 6F: 3 clusters Score -1.642106e+07 nChanged 7706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104166 members 
Mstep: Class 2 contains 23586 members 
Entering Unmasked Estep 
Score: -16427399.000000 Penalty: 3821.299805
	Iteration 7F: 3 clusters Score -1.64274e+07 nChanged 5734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108070 members 
Mstep: Class 2 contains 19682 members 
Entering Unmasked Estep 
Score: -16432461.000000 Penalty: 3821.299805
	Iteration 8Q: 3 clusters Score -1.643246e+07 nChanged 4021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109873 members 
Mstep: Class 2 contains 17879 members 
Entering Unmasked Estep 
Score: -16435519.000000 Penalty: 3821.299805
	Iteration 9Q: 3 clusters Score -1.643552e+07 nChanged 2651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110848 members 
Mstep: Class 2 contains 16904 members 
Entering Unmasked Estep 
Score: -16436756.000000 Penalty: 3821.299805
	Iteration 10Q: 3 clusters Score -1.643676e+07 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111622 members 
Mstep: Class 2 contains 16130 members 
Entering Unmasked Estep 
Score: -16437352.000000 Penalty: 3821.299805
	Iteration 11Q: 3 clusters Score -1.643735e+07 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112424 members 
Mstep: Class 2 contains 15328 members 
Entering Unmasked Estep 
Score: -16437964.000000 Penalty: 3821.299805
	Iteration 12Q: 3 clusters Score -1.643796e+07 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113146 members 
Mstep: Class 2 contains 14606 members 
Entering Unmasked Estep 
Score: -16438327.000000 Penalty: 3821.299805
	Iteration 13Q: 3 clusters Score -1.643833e+07 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113772 members 
Mstep: Class 2 contains 13980 members 
Entering Unmasked Estep 
Score: -16438707.000000 Penalty: 3821.299805
	Iteration 14Q: 3 clusters Score -1.643871e+07 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114380 members 
Mstep: Class 2 contains 13372 members 
Entering Unmasked Estep 
Score: -16438974.000000 Penalty: 3821.299805
	Iteration 15Q: 3 clusters Score -1.643897e+07 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114936 members 
Mstep: Class 2 contains 12816 members 
Entering Unmasked Estep 
Score: -16439226.000000 Penalty: 3821.299805
	Iteration 16Q: 3 clusters Score -1.643923e+07 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115471 members 
Mstep: Class 2 contains 12281 members 
Entering Unmasked Estep 
Score: -16439468.000000 Penalty: 3821.299805
	Iteration 17Q: 3 clusters Score -1.643947e+07 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115911 members 
Mstep: Class 2 contains 11841 members 
Entering Unmasked Estep 
Score: -16439693.000000 Penalty: 3821.299805
	Iteration 18Q: 3 clusters Score -1.643969e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116330 members 
Mstep: Class 2 contains 11422 members 
Entering Unmasked Estep 
Score: -16439854.000000 Penalty: 3821.299805
	Iteration 19Q: 3 clusters Score -1.643985e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116731 members 
Mstep: Class 2 contains 11021 members 
Entering Unmasked Estep 
Score: -16439953.000000 Penalty: 3821.299805
	Iteration 20F: 3 clusters Score -1.643995e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117097 members 
Mstep: Class 2 contains 10655 members 
Entering Unmasked Estep 
Score: -16439981.000000 Penalty: 3821.299805
	Iteration 21Q: 3 clusters Score -1.643998e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117424 members 
Mstep: Class 2 contains 10328 members 
Entering Unmasked Estep 
Score: -16440035.000000 Penalty: 3821.299805
	Iteration 22Q: 3 clusters Score -1.644004e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117745 members 
Mstep: Class 2 contains 10007 members 
Entering Unmasked Estep 
Score: -16440101.000000 Penalty: 3821.299805
	Iteration 23Q: 3 clusters Score -1.64401e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118044 members 
Mstep: Class 2 contains 9708 members 
Entering Unmasked Estep 
Score: -16440150.000000 Penalty: 3821.299805
	Iteration 24Q: 3 clusters Score -1.644015e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118310 members 
Mstep: Class 2 contains 9442 members 
Entering Unmasked Estep 
Score: -16440162.000000 Penalty: 3821.299805
	Iteration 25Q: 3 clusters Score -1.644016e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118520 members 
Mstep: Class 2 contains 9232 members 
Entering Unmasked Estep 
Score: -16440240.000000 Penalty: 3821.299805
	Iteration 26Q: 3 clusters Score -1.644024e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118712 members 
Mstep: Class 2 contains 9040 members 
Entering Unmasked Estep 
Score: -16440303.000000 Penalty: 3821.299805
	Iteration 27Q: 3 clusters Score -1.64403e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118870 members 
Mstep: Class 2 contains 8882 members 
Entering Unmasked Estep 
Score: -16440336.000000 Penalty: 3821.299805
	Iteration 28Q: 3 clusters Score -1.644034e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119026 members 
Mstep: Class 2 contains 8726 members 
Entering Unmasked Estep 
Score: -16440355.000000 Penalty: 3821.299805
	Iteration 29Q: 3 clusters Score -1.644036e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119183 members 
Mstep: Class 2 contains 8569 members 
Entering Unmasked Estep 
Score: -16440386.000000 Penalty: 3821.299805
	Iteration 30Q: 3 clusters Score -1.644039e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119343 members 
Mstep: Class 2 contains 8409 members 
Entering Unmasked Estep 
Score: -16440453.000000 Penalty: 3821.299805
	Iteration 31Q: 3 clusters Score -1.644045e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119497 members 
Mstep: Class 2 contains 8255 members 
Entering Unmasked Estep 
Score: -16440486.000000 Penalty: 3821.299805
	Iteration 32Q: 3 clusters Score -1.644049e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119626 members 
Mstep: Class 2 contains 8126 members 
Entering Unmasked Estep 
Score: -16440534.000000 Penalty: 3821.299805
	Iteration 33Q: 3 clusters Score -1.644053e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119739 members 
Mstep: Class 2 contains 8013 members 
Entering Unmasked Estep 
Score: -16440491.000000 Penalty: 3821.299805
	Iteration 34Q: 3 clusters Score -1.644049e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119845 members 
Mstep: Class 2 contains 7907 members 
Entering Unmasked Estep 
Score: -16440484.000000 Penalty: 3821.299805
	Iteration 35Q: 3 clusters Score -1.644048e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119955 members 
Mstep: Class 2 contains 7797 members 
Entering Unmasked Estep 
Score: -16440544.000000 Penalty: 3821.299805
	Iteration 36Q: 3 clusters Score -1.644054e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120068 members 
Mstep: Class 2 contains 7684 members 
Entering Unmasked Estep 
Score: -16440573.000000 Penalty: 3821.299805
	Iteration 37Q: 3 clusters Score -1.644057e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120156 members 
Mstep: Class 2 contains 7596 members 
Entering Unmasked Estep 
Score: -16440609.000000 Penalty: 3821.299805
	Iteration 38Q: 3 clusters Score -1.644061e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120223 members 
Mstep: Class 2 contains 7529 members 
Entering Unmasked Estep 
Score: -16440617.000000 Penalty: 3821.299805
	Iteration 39Q: 3 clusters Score -1.644062e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120290 members 
Mstep: Class 2 contains 7462 members 
Entering Unmasked Estep 
Score: -16440635.000000 Penalty: 3821.299805
	Iteration 40F: 3 clusters Score -1.644064e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120351 members 
Mstep: Class 2 contains 7401 members 
Entering Unmasked Estep 
Score: -16440638.000000 Penalty: 3821.299805
	Iteration 41Q: 3 clusters Score -1.644064e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120415 members 
Mstep: Class 2 contains 7337 members 
Entering Unmasked Estep 
Score: -16440648.000000 Penalty: 3821.299805
	Iteration 42Q: 3 clusters Score -1.644065e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120480 members 
Mstep: Class 2 contains 7272 members 
Entering Unmasked Estep 
Score: -16440660.000000 Penalty: 3821.299805
	Iteration 43Q: 3 clusters Score -1.644066e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120546 members 
Mstep: Class 2 contains 7206 members 
Entering Unmasked Estep 
Score: -16440669.000000 Penalty: 3821.299805
	Iteration 44Q: 3 clusters Score -1.644067e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120604 members 
Mstep: Class 2 contains 7148 members 
Entering Unmasked Estep 
Score: -16440690.000000 Penalty: 3821.299805
	Iteration 45Q: 3 clusters Score -1.644069e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120668 members 
Mstep: Class 2 contains 7084 members 
Entering Unmasked Estep 
Score: -16440723.000000 Penalty: 3821.299805
	Iteration 46Q: 3 clusters Score -1.644072e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120752 members 
Mstep: Class 2 contains 7000 members 
Entering Unmasked Estep 
Score: -16440736.000000 Penalty: 3821.299805
	Iteration 47Q: 3 clusters Score -1.644074e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120850 members 
Mstep: Class 2 contains 6902 members 
Entering Unmasked Estep 
Score: -16440755.000000 Penalty: 3821.299805
	Iteration 48Q: 3 clusters Score -1.644076e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120963 members 
Mstep: Class 2 contains 6789 members 
Entering Unmasked Estep 
Score: -16440763.000000 Penalty: 3821.299805
	Iteration 49Q: 3 clusters Score -1.644076e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121060 members 
Mstep: Class 2 contains 6692 members 
Entering Unmasked Estep 
Score: -16440787.000000 Penalty: 3821.299805
	Iteration 50Q: 3 clusters Score -1.644079e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121146 members 
Mstep: Class 2 contains 6606 members 
Entering Unmasked Estep 
Score: -16440844.000000 Penalty: 3821.299805
	Iteration 51Q: 3 clusters Score -1.644084e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121246 members 
Mstep: Class 2 contains 6506 members 
Entering Unmasked Estep 
Score: -16440859.000000 Penalty: 3821.299805
	Iteration 52Q: 3 clusters Score -1.644086e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121341 members 
Mstep: Class 2 contains 6411 members 
Entering Unmasked Estep 
Score: -16440878.000000 Penalty: 3821.299805
	Iteration 53Q: 3 clusters Score -1.644088e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121447 members 
Mstep: Class 2 contains 6305 members 
Entering Unmasked Estep 
Score: -16440892.000000 Penalty: 3821.299805
	Iteration 54Q: 3 clusters Score -1.644089e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121554 members 
Mstep: Class 2 contains 6198 members 
Entering Unmasked Estep 
Score: -16440879.000000 Penalty: 3821.299805
	Iteration 55Q: 3 clusters Score -1.644088e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121652 members 
Mstep: Class 2 contains 6100 members 
Entering Unmasked Estep 
Score: -16440909.000000 Penalty: 3821.299805
	Iteration 56Q: 3 clusters Score -1.644091e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121742 members 
Mstep: Class 2 contains 6010 members 
Entering Unmasked Estep 
Score: -16440935.000000 Penalty: 3821.299805
	Iteration 57Q: 3 clusters Score -1.644094e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121827 members 
Mstep: Class 2 contains 5925 members 
Entering Unmasked Estep 
Score: -16440970.000000 Penalty: 3821.299805
	Iteration 58Q: 3 clusters Score -1.644097e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121917 members 
Mstep: Class 2 contains 5835 members 
Entering Unmasked Estep 
Score: -16440978.000000 Penalty: 3821.299805
	Iteration 59Q: 3 clusters Score -1.644098e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122009 members 
Mstep: Class 2 contains 5743 members 
Entering Unmasked Estep 
Score: -16441000.000000 Penalty: 3821.299805
	Iteration 60F: 3 clusters Score -1.6441e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122100 members 
Mstep: Class 2 contains 5652 members 
Entering Unmasked Estep 
Score: -16441032.000000 Penalty: 3821.299805
	Iteration 61Q: 3 clusters Score -1.644103e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122178 members 
Mstep: Class 2 contains 5574 members 
Entering Unmasked Estep 
Score: -16441017.000000 Penalty: 3821.299805
	Iteration 62Q: 3 clusters Score -1.644102e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122249 members 
Mstep: Class 2 contains 5503 members 
Entering Unmasked Estep 
Score: -16441048.000000 Penalty: 3821.299805
	Iteration 63Q: 3 clusters Score -1.644105e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122317 members 
Mstep: Class 2 contains 5435 members 
Entering Unmasked Estep 
Score: -16441050.000000 Penalty: 3821.299805
	Iteration 64Q: 3 clusters Score -1.644105e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122371 members 
Mstep: Class 2 contains 5381 members 
Entering Unmasked Estep 
Score: -16441058.000000 Penalty: 3821.299805
	Iteration 65Q: 3 clusters Score -1.644106e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122429 members 
Mstep: Class 2 contains 5323 members 
Entering Unmasked Estep 
Score: -16441051.000000 Penalty: 3821.299805
	Iteration 66Q: 3 clusters Score -1.644105e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122474 members 
Mstep: Class 2 contains 5278 members 
Entering Unmasked Estep 
Score: -16441069.000000 Penalty: 3821.299805
	Iteration 67Q: 3 clusters Score -1.644107e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122530 members 
Mstep: Class 2 contains 5222 members 
Entering Unmasked Estep 
Score: -16441077.000000 Penalty: 3821.299805
	Iteration 68Q: 3 clusters Score -1.644108e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122578 members 
Mstep: Class 2 contains 5174 members 
Entering Unmasked Estep 
Score: -16441105.000000 Penalty: 3821.299805
	Iteration 69Q: 3 clusters Score -1.64411e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122633 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -16441142.000000 Penalty: 3821.299805
	Iteration 70Q: 3 clusters Score -1.644114e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122694 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -16441161.000000 Penalty: 3821.299805
	Iteration 71Q: 3 clusters Score -1.644116e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122751 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -16441157.000000 Penalty: 3821.299805
	Iteration 72Q: 3 clusters Score -1.644116e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122813 members 
Mstep: Class 2 contains 4939 members 
Entering Unmasked Estep 
Score: -16441158.000000 Penalty: 3821.299805
	Iteration 73Q: 3 clusters Score -1.644116e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122887 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -16441150.000000 Penalty: 3821.299805
	Iteration 74Q: 3 clusters Score -1.644115e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122950 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -16441166.000000 Penalty: 3821.299805
	Iteration 75Q: 3 clusters Score -1.644117e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123018 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -16441161.000000 Penalty: 3821.299805
	Iteration 76Q: 3 clusters Score -1.644116e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123078 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -16441171.000000 Penalty: 3821.299805
	Iteration 77Q: 3 clusters Score -1.644117e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123124 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -16441134.000000 Penalty: 3821.299805
	Iteration 78Q: 3 clusters Score -1.644113e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123160 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -16441146.000000 Penalty: 3821.299805
	Iteration 79Q: 3 clusters Score -1.644115e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123195 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -16441165.000000 Penalty: 3821.299805
	Iteration 80F: 3 clusters Score -1.644116e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123229 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -16441170.000000 Penalty: 3821.299805
	Iteration 81Q: 3 clusters Score -1.644117e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123273 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -16441187.000000 Penalty: 3821.299805
	Iteration 82Q: 3 clusters Score -1.644119e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123310 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -16441176.000000 Penalty: 3821.299805
	Iteration 83Q: 3 clusters Score -1.644118e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123342 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -16441181.000000 Penalty: 3821.299805
	Iteration 84Q: 3 clusters Score -1.644118e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123362 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -16441175.000000 Penalty: 3821.299805
	Iteration 85Q: 3 clusters Score -1.644118e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123382 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -16441183.000000 Penalty: 3821.299805
	Iteration 86Q: 3 clusters Score -1.644118e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123399 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -16441182.000000 Penalty: 3821.299805
	Iteration 87Q: 3 clusters Score -1.644118e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123418 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -16441177.000000 Penalty: 3821.299805
	Iteration 88Q: 3 clusters Score -1.644118e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123429 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -16441182.000000 Penalty: 3821.299805
	Iteration 89Q: 3 clusters Score -1.644118e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123440 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -16441190.000000 Penalty: 3821.299805
	Iteration 90Q: 3 clusters Score -1.644119e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123455 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -16441203.000000 Penalty: 3821.299805
	Iteration 91Q: 3 clusters Score -1.64412e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123474 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -16441215.000000 Penalty: 3821.299805
	Iteration 92Q: 3 clusters Score -1.644122e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123489 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -16441218.000000 Penalty: 3821.299805
	Iteration 93Q: 3 clusters Score -1.644122e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123503 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -16441192.000000 Penalty: 3821.299805
	Iteration 94Q: 3 clusters Score -1.644119e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123513 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -16441209.000000 Penalty: 3821.299805
	Iteration 95Q: 3 clusters Score -1.644121e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123521 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -16441194.000000 Penalty: 3821.299805
	Iteration 96Q: 3 clusters Score -1.644119e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123526 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -16441217.000000 Penalty: 3821.299805
	Iteration 97Q: 3 clusters Score -1.644122e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123535 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -16441212.000000 Penalty: 3821.299805
	Iteration 98Q: 3 clusters Score -1.644121e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123546 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -16441200.000000 Penalty: 3821.299805
	Iteration 99Q: 3 clusters Score -1.64412e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123559 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -16441218.000000 Penalty: 3821.299805
	Iteration 100F: 3 clusters Score -1.644122e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123570 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -16441200.000000 Penalty: 3821.299805
	Iteration 101Q: 3 clusters Score -1.64412e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123581 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -16441195.000000 Penalty: 3821.299805
	Iteration 102Q: 3 clusters Score -1.64412e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123591 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -16441194.000000 Penalty: 3821.299805
	Iteration 103Q: 3 clusters Score -1.644119e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123601 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -16441196.000000 Penalty: 3821.299805
	Iteration 104Q: 3 clusters Score -1.64412e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123620 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -16441197.000000 Penalty: 3821.299805
	Iteration 105Q: 3 clusters Score -1.64412e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123637 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -16441200.000000 Penalty: 3821.299805
	Iteration 106Q: 3 clusters Score -1.64412e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123656 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -16441180.000000 Penalty: 3821.299805
	Iteration 107Q: 3 clusters Score -1.644118e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123672 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -16441180.000000 Penalty: 3821.299805
	Iteration 108Q: 3 clusters Score -1.644118e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123689 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -16441202.000000 Penalty: 3821.299805
	Iteration 109Q: 3 clusters Score -1.64412e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123706 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -16441219.000000 Penalty: 3821.299805
	Iteration 110Q: 3 clusters Score -1.644122e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123725 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -16441239.000000 Penalty: 3821.299805
	Iteration 111Q: 3 clusters Score -1.644124e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123738 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -16441263.000000 Penalty: 3821.299805
	Iteration 112Q: 3 clusters Score -1.644126e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123749 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -16441245.000000 Penalty: 3821.299805
	Iteration 113Q: 3 clusters Score -1.644124e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123765 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -16441248.000000 Penalty: 3821.299805
	Iteration 114Q: 3 clusters Score -1.644125e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123770 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -16441264.000000 Penalty: 3821.299805
	Iteration 115Q: 3 clusters Score -1.644126e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123777 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -16441273.000000 Penalty: 3821.299805
	Iteration 116Q: 3 clusters Score -1.644127e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123781 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -16441257.000000 Penalty: 3821.299805
	Iteration 117Q: 3 clusters Score -1.644126e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123787 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -16441261.000000 Penalty: 3821.299805
	Iteration 118Q: 3 clusters Score -1.644126e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123796 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -16441260.000000 Penalty: 3821.299805
	Iteration 119Q: 3 clusters Score -1.644126e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123803 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -16441259.000000 Penalty: 3821.299805
	Iteration 120F: 3 clusters Score -1.644126e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123809 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -16441264.000000 Penalty: 3821.299805
	Iteration 121Q: 3 clusters Score -1.644126e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123811 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -16441261.000000 Penalty: 3821.299805
	Iteration 122Q: 3 clusters Score -1.644126e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123813 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -16441267.000000 Penalty: 3821.299805
	Iteration 123Q: 3 clusters Score -1.644127e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123815 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -16441263.000000 Penalty: 3821.299805
	Iteration 124Q: 3 clusters Score -1.644126e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123816 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -16441260.000000 Penalty: 3821.299805
	Iteration 125Q: 3 clusters Score -1.644126e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123816 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -16441260.000000 Penalty: 3821.299805
	Iteration 126F: 3 clusters Score -1.644126e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (2470 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Entering Unmasked Estep 
Score: -307751.687500 Penalty: 1269.445679
	Iteration 0F: 2 clusters Score -307751.7 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 1250 members 
Entering Unmasked Estep 
Score: -305358.906250 Penalty: 2538.891357
	Iteration 0F: 3 clusters Score -305358.9 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -305976.718750 Penalty: 2538.891357
	Iteration 1F: 3 clusters Score -305976.7 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -306180.312500 Penalty: 2538.891357
	Iteration 2F: 3 clusters Score -306180.3 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -306321.812500 Penalty: 2538.891357
	Iteration 3F: 3 clusters Score -306321.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -306441.656250 Penalty: 2538.891357
	Iteration 4F: 3 clusters Score -306441.7 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -306556.937500 Penalty: 2538.891357
	Iteration 5F: 3 clusters Score -306556.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -306653.562500 Penalty: 2538.891357
	Iteration 6Q: 3 clusters Score -306653.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -306718.718750 Penalty: 2538.891357
	Iteration 7Q: 3 clusters Score -306718.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -306784.000000 Penalty: 2538.891357
	Iteration 8Q: 3 clusters Score -306784 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -306827.687500 Penalty: 2538.891357
	Iteration 9Q: 3 clusters Score -306827.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -306869.250000 Penalty: 2538.891357
	Iteration 10Q: 3 clusters Score -306869.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -306901.968750 Penalty: 2538.891357
	Iteration 11Q: 3 clusters Score -306902 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -306926.125000 Penalty: 2538.891357
	Iteration 12Q: 3 clusters Score -306926.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -306942.375000 Penalty: 2538.891357
	Iteration 13Q: 3 clusters Score -306942.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -306961.875000 Penalty: 2538.891357
	Iteration 14Q: 3 clusters Score -306961.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -306975.593750 Penalty: 2538.891357
	Iteration 15Q: 3 clusters Score -306975.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -306988.062500 Penalty: 2538.891357
	Iteration 16Q: 3 clusters Score -306988.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -306997.875000 Penalty: 2538.891357
	Iteration 17Q: 3 clusters Score -306997.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -307007.968750 Penalty: 2538.891357
	Iteration 18Q: 3 clusters Score -307008 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -307018.187500 Penalty: 2538.891357
	Iteration 19Q: 3 clusters Score -307018.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -307025.656250 Penalty: 2538.891357
	Iteration 20F: 3 clusters Score -307025.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -307031.093750 Penalty: 2538.891357
	Iteration 21Q: 3 clusters Score -307031.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -307036.093750 Penalty: 2538.891357
	Iteration 22Q: 3 clusters Score -307036.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -307043.093750 Penalty: 2538.891357
	Iteration 23Q: 3 clusters Score -307043.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -307048.187500 Penalty: 2538.891357
	Iteration 24Q: 3 clusters Score -307048.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -307050.968750 Penalty: 2538.891357
	Iteration 25Q: 3 clusters Score -307051 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -307053.093750 Penalty: 2538.891357
	Iteration 26Q: 3 clusters Score -307053.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -307054.500000 Penalty: 2538.891357
	Iteration 27Q: 3 clusters Score -307054.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -307055.281250 Penalty: 2538.891357
	Iteration 28Q: 3 clusters Score -307055.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -307055.281250 Penalty: 2538.891357
	Iteration 29F: 3 clusters Score -307055.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (17277 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17277 members 
Entering Unmasked Estep 
Score: -2178056.500000 Penalty: 1585.533936
	Iteration 0F: 2 clusters Score -2178056 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8675 members 
Mstep: Class 2 contains 8602 members 
Entering Unmasked Estep 
Score: -2166138.500000 Penalty: 3171.067871
	Iteration 0F: 3 clusters Score -2166138 nChanged 7783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8556 members 
Mstep: Class 2 contains 8721 members 
Entering Unmasked Estep 
Score: -2170463.000000 Penalty: 3171.067871
	Iteration 1F: 3 clusters Score -2170463 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8487 members 
Mstep: Class 2 contains 8790 members 
Entering Unmasked Estep 
Score: -2170873.500000 Penalty: 3171.067871
	Iteration 2F: 3 clusters Score -2170874 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8459 members 
Mstep: Class 2 contains 8818 members 
Entering Unmasked Estep 
Score: -2171257.750000 Penalty: 3171.067871
	Iteration 3F: 3 clusters Score -2171258 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8383 members 
Mstep: Class 2 contains 8894 members 
Entering Unmasked Estep 
Score: -2171639.000000 Penalty: 3171.067871
	Iteration 4F: 3 clusters Score -2171639 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8274 members 
Mstep: Class 2 contains 9003 members 
Entering Unmasked Estep 
Score: -2172035.500000 Penalty: 3171.067871
	Iteration 5Q: 3 clusters Score -2172036 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8138 members 
Mstep: Class 2 contains 9139 members 
Entering Unmasked Estep 
Score: -2172411.750000 Penalty: 3171.067871
	Iteration 6Q: 3 clusters Score -2172412 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7974 members 
Mstep: Class 2 contains 9303 members 
Entering Unmasked Estep 
Score: -2172826.000000 Penalty: 3171.067871
	Iteration 7Q: 3 clusters Score -2172826 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7802 members 
Mstep: Class 2 contains 9475 members 
Entering Unmasked Estep 
Score: -2173242.250000 Penalty: 3171.067871
	Iteration 8Q: 3 clusters Score -2173242 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7586 members 
Mstep: Class 2 contains 9691 members 
Entering Unmasked Estep 
Score: -2173699.250000 Penalty: 3171.067871
	Iteration 9Q: 3 clusters Score -2173699 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7387 members 
Mstep: Class 2 contains 9890 members 
Entering Unmasked Estep 
Score: -2174084.250000 Penalty: 3171.067871
	Iteration 10Q: 3 clusters Score -2174084 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7255 members 
Mstep: Class 2 contains 10022 members 
Entering Unmasked Estep 
Score: -2174353.000000 Penalty: 3171.067871
	Iteration 11Q: 3 clusters Score -2174353 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7152 members 
Mstep: Class 2 contains 10125 members 
Entering Unmasked Estep 
Score: -2174532.000000 Penalty: 3171.067871
	Iteration 12Q: 3 clusters Score -2174532 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 10233 members 
Entering Unmasked Estep 
Score: -2174653.750000 Penalty: 3171.067871
	Iteration 13Q: 3 clusters Score -2174654 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6924 members 
Mstep: Class 2 contains 10353 members 
Entering Unmasked Estep 
Score: -2174743.750000 Penalty: 3171.067871
	Iteration 14Q: 3 clusters Score -2174744 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6791 members 
Mstep: Class 2 contains 10486 members 
Entering Unmasked Estep 
Score: -2174830.500000 Penalty: 3171.067871
	Iteration 15Q: 3 clusters Score -2174830 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 10623 members 
Entering Unmasked Estep 
Score: -2174886.000000 Penalty: 3171.067871
	Iteration 16Q: 3 clusters Score -2174886 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6544 members 
Mstep: Class 2 contains 10733 members 
Entering Unmasked Estep 
Score: -2174962.000000 Penalty: 3171.067871
	Iteration 17Q: 3 clusters Score -2174962 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6429 members 
Mstep: Class 2 contains 10848 members 
Entering Unmasked Estep 
Score: -2175038.750000 Penalty: 3171.067871
	Iteration 18Q: 3 clusters Score -2175039 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6328 members 
Mstep: Class 2 contains 10949 members 
Entering Unmasked Estep 
Score: -2175113.000000 Penalty: 3171.067871
	Iteration 19Q: 3 clusters Score -2175113 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6237 members 
Mstep: Class 2 contains 11040 members 
Entering Unmasked Estep 
Score: -2175185.000000 Penalty: 3171.067871
	Iteration 20F: 3 clusters Score -2175185 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6155 members 
Mstep: Class 2 contains 11122 members 
Entering Unmasked Estep 
Score: -2175228.500000 Penalty: 3171.067871
	Iteration 21Q: 3 clusters Score -2175228 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6065 members 
Mstep: Class 2 contains 11212 members 
Entering Unmasked Estep 
Score: -2175279.250000 Penalty: 3171.067871
	Iteration 22Q: 3 clusters Score -2175279 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5989 members 
Mstep: Class 2 contains 11288 members 
Entering Unmasked Estep 
Score: -2175321.250000 Penalty: 3171.067871
	Iteration 23Q: 3 clusters Score -2175321 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5934 members 
Mstep: Class 2 contains 11343 members 
Entering Unmasked Estep 
Score: -2175357.000000 Penalty: 3171.067871
	Iteration 24Q: 3 clusters Score -2175357 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5895 members 
Mstep: Class 2 contains 11382 members 
Entering Unmasked Estep 
Score: -2175383.500000 Penalty: 3171.067871
	Iteration 25Q: 3 clusters Score -2175384 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5855 members 
Mstep: Class 2 contains 11422 members 
Entering Unmasked Estep 
Score: -2175402.500000 Penalty: 3171.067871
	Iteration 26Q: 3 clusters Score -2175402 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5825 members 
Mstep: Class 2 contains 11452 members 
Entering Unmasked Estep 
Score: -2175432.250000 Penalty: 3171.067871
	Iteration 27Q: 3 clusters Score -2175432 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5806 members 
Mstep: Class 2 contains 11471 members 
Entering Unmasked Estep 
Score: -2175444.500000 Penalty: 3171.067871
	Iteration 28Q: 3 clusters Score -2175444 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5787 members 
Mstep: Class 2 contains 11490 members 
Entering Unmasked Estep 
Score: -2175459.000000 Penalty: 3171.067871
	Iteration 29Q: 3 clusters Score -2175459 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5761 members 
Mstep: Class 2 contains 11516 members 
Entering Unmasked Estep 
Score: -2175470.250000 Penalty: 3171.067871
	Iteration 30Q: 3 clusters Score -2175470 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5734 members 
Mstep: Class 2 contains 11543 members 
Entering Unmasked Estep 
Score: -2175488.750000 Penalty: 3171.067871
	Iteration 31Q: 3 clusters Score -2175489 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 11581 members 
Entering Unmasked Estep 
Score: -2175502.500000 Penalty: 3171.067871
	Iteration 32Q: 3 clusters Score -2175502 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5655 members 
Mstep: Class 2 contains 11622 members 
Entering Unmasked Estep 
Score: -2175512.250000 Penalty: 3171.067871
	Iteration 33Q: 3 clusters Score -2175512 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 11653 members 
Entering Unmasked Estep 
Score: -2175524.750000 Penalty: 3171.067871
	Iteration 34Q: 3 clusters Score -2175525 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5597 members 
Mstep: Class 2 contains 11680 members 
Entering Unmasked Estep 
Score: -2175527.500000 Penalty: 3171.067871
	Iteration 35Q: 3 clusters Score -2175528 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5588 members 
Mstep: Class 2 contains 11689 members 
Entering Unmasked Estep 
Score: -2175538.750000 Penalty: 3171.067871
	Iteration 36Q: 3 clusters Score -2175539 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5580 members 
Mstep: Class 2 contains 11697 members 
Entering Unmasked Estep 
Score: -2175536.500000 Penalty: 3171.067871
	Iteration 37Q: 3 clusters Score -2175536 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5569 members 
Mstep: Class 2 contains 11708 members 
Entering Unmasked Estep 
Score: -2175544.750000 Penalty: 3171.067871
	Iteration 38Q: 3 clusters Score -2175545 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5557 members 
Mstep: Class 2 contains 11720 members 
Entering Unmasked Estep 
Score: -2175549.500000 Penalty: 3171.067871
	Iteration 39Q: 3 clusters Score -2175550 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5535 members 
Mstep: Class 2 contains 11742 members 
Entering Unmasked Estep 
Score: -2175557.500000 Penalty: 3171.067871
	Iteration 40F: 3 clusters Score -2175558 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5514 members 
Mstep: Class 2 contains 11763 members 
Entering Unmasked Estep 
Score: -2175562.000000 Penalty: 3171.067871
	Iteration 41Q: 3 clusters Score -2175562 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 11784 members 
Entering Unmasked Estep 
Score: -2175561.250000 Penalty: 3171.067871
	Iteration 42Q: 3 clusters Score -2175561 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5477 members 
Mstep: Class 2 contains 11800 members 
Entering Unmasked Estep 
Score: -2175567.750000 Penalty: 3171.067871
	Iteration 43Q: 3 clusters Score -2175568 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5454 members 
Mstep: Class 2 contains 11823 members 
Entering Unmasked Estep 
Score: -2175587.750000 Penalty: 3171.067871
	Iteration 44Q: 3 clusters Score -2175588 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5434 members 
Mstep: Class 2 contains 11843 members 
Entering Unmasked Estep 
Score: -2175586.250000 Penalty: 3171.067871
	Iteration 45Q: 3 clusters Score -2175586 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5416 members 
Mstep: Class 2 contains 11861 members 
Entering Unmasked Estep 
Score: -2175586.750000 Penalty: 3171.067871
	Iteration 46Q: 3 clusters Score -2175587 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5408 members 
Mstep: Class 2 contains 11869 members 
Entering Unmasked Estep 
Score: -2175594.000000 Penalty: 3171.067871
	Iteration 47Q: 3 clusters Score -2175594 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5400 members 
Mstep: Class 2 contains 11877 members 
Entering Unmasked Estep 
Score: -2175594.500000 Penalty: 3171.067871
	Iteration 48Q: 3 clusters Score -2175594 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5378 members 
Mstep: Class 2 contains 11899 members 
Entering Unmasked Estep 
Score: -2175590.000000 Penalty: 3171.067871
	Iteration 49Q: 3 clusters Score -2175590 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5362 members 
Mstep: Class 2 contains 11915 members 
Entering Unmasked Estep 
Score: -2175593.000000 Penalty: 3171.067871
	Iteration 50Q: 3 clusters Score -2175593 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 11932 members 
Entering Unmasked Estep 
Score: -2175596.000000 Penalty: 3171.067871
	Iteration 51Q: 3 clusters Score -2175596 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 11963 members 
Entering Unmasked Estep 
Score: -2175610.000000 Penalty: 3171.067871
	Iteration 52Q: 3 clusters Score -2175610 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5282 members 
Mstep: Class 2 contains 11995 members 
Entering Unmasked Estep 
Score: -2175615.500000 Penalty: 3171.067871
	Iteration 53Q: 3 clusters Score -2175616 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 12021 members 
Entering Unmasked Estep 
Score: -2175621.500000 Penalty: 3171.067871
	Iteration 54Q: 3 clusters Score -2175622 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 12043 members 
Entering Unmasked Estep 
Score: -2175625.750000 Penalty: 3171.067871
	Iteration 55Q: 3 clusters Score -2175626 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 12063 members 
Entering Unmasked Estep 
Score: -2175635.250000 Penalty: 3171.067871
	Iteration 56Q: 3 clusters Score -2175635 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5187 members 
Mstep: Class 2 contains 12090 members 
Entering Unmasked Estep 
Score: -2175633.250000 Penalty: 3171.067871
	Iteration 57Q: 3 clusters Score -2175633 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 12131 members 
Entering Unmasked Estep 
Score: -2175643.500000 Penalty: 3171.067871
	Iteration 58Q: 3 clusters Score -2175644 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 12180 members 
Entering Unmasked Estep 
Score: -2175654.500000 Penalty: 3171.067871
	Iteration 59Q: 3 clusters Score -2175654 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Mstep: Class 2 contains 12227 members 
Entering Unmasked Estep 
Score: -2175670.250000 Penalty: 3171.067871
	Iteration 60F: 3 clusters Score -2175670 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 12269 members 
Entering Unmasked Estep 
Score: -2175690.250000 Penalty: 3171.067871
	Iteration 61Q: 3 clusters Score -2175690 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 12327 members 
Entering Unmasked Estep 
Score: -2175718.250000 Penalty: 3171.067871
	Iteration 62Q: 3 clusters Score -2175718 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 12410 members 
Entering Unmasked Estep 
Score: -2175758.750000 Penalty: 3171.067871
	Iteration 63Q: 3 clusters Score -2175759 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 12494 members 
Entering Unmasked Estep 
Score: -2175813.750000 Penalty: 3171.067871
	Iteration 64Q: 3 clusters Score -2175814 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 12594 members 
Entering Unmasked Estep 
Score: -2175894.500000 Penalty: 3171.067871
	Iteration 65Q: 3 clusters Score -2175894 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 12700 members 
Entering Unmasked Estep 
Score: -2175992.000000 Penalty: 3171.067871
	Iteration 66Q: 3 clusters Score -2175992 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 12821 members 
Entering Unmasked Estep 
Score: -2176160.000000 Penalty: 3171.067871
	Iteration 67Q: 3 clusters Score -2176160 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 12968 members 
Entering Unmasked Estep 
Score: -2176410.750000 Penalty: 3171.067871
	Iteration 68Q: 3 clusters Score -2176411 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 13108 members 
Entering Unmasked Estep 
Score: -2176685.500000 Penalty: 3171.067871
	Iteration 69Q: 3 clusters Score -2176686 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 13194 members 
Entering Unmasked Estep 
Score: -2176859.500000 Penalty: 3171.067871
	Iteration 70Q: 3 clusters Score -2176860 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 13230 members 
Entering Unmasked Estep 
Score: -2176958.250000 Penalty: 3171.067871
	Iteration 71Q: 3 clusters Score -2176958 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 13237 members 
Entering Unmasked Estep 
Score: -2176999.750000 Penalty: 3171.067871
	Iteration 72Q: 3 clusters Score -2177000 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 13226 members 
Entering Unmasked Estep 
Score: -2177024.000000 Penalty: 3171.067871
	Iteration 73Q: 3 clusters Score -2177024 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 13204 members 
Entering Unmasked Estep 
Score: -2177041.000000 Penalty: 3171.067871
	Iteration 74Q: 3 clusters Score -2177041 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 13188 members 
Entering Unmasked Estep 
Score: -2177061.500000 Penalty: 3171.067871
	Iteration 75Q: 3 clusters Score -2177062 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 13171 members 
Entering Unmasked Estep 
Score: -2177080.750000 Penalty: 3171.067871
	Iteration 76Q: 3 clusters Score -2177081 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 13149 members 
Entering Unmasked Estep 
Score: -2177094.750000 Penalty: 3171.067871
	Iteration 77Q: 3 clusters Score -2177095 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 13114 members 
Entering Unmasked Estep 
Score: -2177105.500000 Penalty: 3171.067871
	Iteration 78Q: 3 clusters Score -2177106 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 13081 members 
Entering Unmasked Estep 
Score: -2177115.500000 Penalty: 3171.067871
	Iteration 79Q: 3 clusters Score -2177116 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 13048 members 
Entering Unmasked Estep 
Score: -2177122.250000 Penalty: 3171.067871
	Iteration 80F: 3 clusters Score -2177122 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 13018 members 
Entering Unmasked Estep 
Score: -2177130.000000 Penalty: 3171.067871
	Iteration 81Q: 3 clusters Score -2177130 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 12988 members 
Entering Unmasked Estep 
Score: -2177134.000000 Penalty: 3171.067871
	Iteration 82Q: 3 clusters Score -2177134 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 12960 members 
Entering Unmasked Estep 
Score: -2177146.750000 Penalty: 3171.067871
	Iteration 83Q: 3 clusters Score -2177147 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 12946 members 
Entering Unmasked Estep 
Score: -2177146.500000 Penalty: 3171.067871
	Iteration 84Q: 3 clusters Score -2177146 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 12931 members 
Entering Unmasked Estep 
Score: -2177149.000000 Penalty: 3171.067871
	Iteration 85Q: 3 clusters Score -2177149 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 12920 members 
Entering Unmasked Estep 
Score: -2177152.000000 Penalty: 3171.067871
	Iteration 86Q: 3 clusters Score -2177152 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 12908 members 
Entering Unmasked Estep 
Score: -2177154.000000 Penalty: 3171.067871
	Iteration 87Q: 3 clusters Score -2177154 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 12899 members 
Entering Unmasked Estep 
Score: -2177156.000000 Penalty: 3171.067871
	Iteration 88Q: 3 clusters Score -2177156 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 12889 members 
Entering Unmasked Estep 
Score: -2177161.250000 Penalty: 3171.067871
	Iteration 89Q: 3 clusters Score -2177161 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 12876 members 
Entering Unmasked Estep 
Score: -2177158.000000 Penalty: 3171.067871
	Iteration 90Q: 3 clusters Score -2177158 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 12871 members 
Entering Unmasked Estep 
Score: -2177160.500000 Penalty: 3171.067871
	Iteration 91Q: 3 clusters Score -2177160 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 12865 members 
Entering Unmasked Estep 
Score: -2177157.750000 Penalty: 3171.067871
	Iteration 92Q: 3 clusters Score -2177158 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 12863 members 
Entering Unmasked Estep 
Score: -2177156.750000 Penalty: 3171.067871
	Iteration 93Q: 3 clusters Score -2177157 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 12863 members 
Entering Unmasked Estep 
Score: -2177156.750000 Penalty: 3171.067871
	Iteration 94Q: 3 clusters Score -2177157 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 12863 members 
Entering Unmasked Estep 
Score: -2177156.750000 Penalty: 3171.067871
	Iteration 95F: 3 clusters Score -2177157 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (9459 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9459 members 
Entering Unmasked Estep 
Score: -1192847.625000 Penalty: 1487.642334
	Iteration 0F: 2 clusters Score -1192848 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 4726 members 
Entering Unmasked Estep 
Score: -1186040.250000 Penalty: 2975.284668
	Iteration 0F: 3 clusters Score -1186040 nChanged 4036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -1188180.500000 Penalty: 2975.284668
	Iteration 1F: 3 clusters Score -1188180 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -1188431.750000 Penalty: 2975.284668
	Iteration 2F: 3 clusters Score -1188432 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -1188668.625000 Penalty: 2975.284668
	Iteration 3F: 3 clusters Score -1188669 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -1188876.625000 Penalty: 2975.284668
	Iteration 4Q: 3 clusters Score -1188877 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5072 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -1189103.250000 Penalty: 2975.284668
	Iteration 5Q: 3 clusters Score -1189103 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -1189343.500000 Penalty: 2975.284668
	Iteration 6Q: 3 clusters Score -1189344 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -1189583.500000 Penalty: 2975.284668
	Iteration 7Q: 3 clusters Score -1189584 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5436 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -1189819.125000 Penalty: 2975.284668
	Iteration 8Q: 3 clusters Score -1189819 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5599 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -1190035.375000 Penalty: 2975.284668
	Iteration 9Q: 3 clusters Score -1190035 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5770 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -1190249.125000 Penalty: 2975.284668
	Iteration 10Q: 3 clusters Score -1190249 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5953 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -1190426.250000 Penalty: 2975.284668
	Iteration 11Q: 3 clusters Score -1190426 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6115 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -1190565.250000 Penalty: 2975.284668
	Iteration 12Q: 3 clusters Score -1190565 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6297 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -1190693.000000 Penalty: 2975.284668
	Iteration 13Q: 3 clusters Score -1190693 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6461 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -1190799.750000 Penalty: 2975.284668
	Iteration 14Q: 3 clusters Score -1190800 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6618 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -1190884.375000 Penalty: 2975.284668
	Iteration 15Q: 3 clusters Score -1190884 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6776 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -1190964.750000 Penalty: 2975.284668
	Iteration 16Q: 3 clusters Score -1190965 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6924 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -1191037.875000 Penalty: 2975.284668
	Iteration 17Q: 3 clusters Score -1191038 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7067 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -1191101.375000 Penalty: 2975.284668
	Iteration 18Q: 3 clusters Score -1191101 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7202 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -1191159.000000 Penalty: 2975.284668
	Iteration 19Q: 3 clusters Score -1191159 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7340 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -1191220.875000 Penalty: 2975.284668
	Iteration 20F: 3 clusters Score -1191221 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7449 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -1191263.875000 Penalty: 2975.284668
	Iteration 21Q: 3 clusters Score -1191264 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7558 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -1191311.125000 Penalty: 2975.284668
	Iteration 22Q: 3 clusters Score -1191311 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7652 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -1191349.750000 Penalty: 2975.284668
	Iteration 23Q: 3 clusters Score -1191350 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7724 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -1191372.125000 Penalty: 2975.284668
	Iteration 24Q: 3 clusters Score -1191372 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7791 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -1191395.500000 Penalty: 2975.284668
	Iteration 25Q: 3 clusters Score -1191396 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7849 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -1191416.875000 Penalty: 2975.284668
	Iteration 26Q: 3 clusters Score -1191417 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7903 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -1191438.125000 Penalty: 2975.284668
	Iteration 27Q: 3 clusters Score -1191438 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7969 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -1191471.250000 Penalty: 2975.284668
	Iteration 28Q: 3 clusters Score -1191471 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8040 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -1191507.125000 Penalty: 2975.284668
	Iteration 29Q: 3 clusters Score -1191507 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8108 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -1191548.875000 Penalty: 2975.284668
	Iteration 30Q: 3 clusters Score -1191549 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8174 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -1191583.500000 Penalty: 2975.284668
	Iteration 31Q: 3 clusters Score -1191584 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8231 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -1191611.000000 Penalty: 2975.284668
	Iteration 32Q: 3 clusters Score -1191611 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8294 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -1191647.375000 Penalty: 2975.284668
	Iteration 33Q: 3 clusters Score -1191647 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8358 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -1191691.250000 Penalty: 2975.284668
	Iteration 34Q: 3 clusters Score -1191691 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8400 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -1191716.750000 Penalty: 2975.284668
	Iteration 35Q: 3 clusters Score -1191717 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8431 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -1191735.875000 Penalty: 2975.284668
	Iteration 36Q: 3 clusters Score -1191736 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8451 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -1191743.375000 Penalty: 2975.284668
	Iteration 37Q: 3 clusters Score -1191743 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8461 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -1191748.875000 Penalty: 2975.284668
	Iteration 38Q: 3 clusters Score -1191749 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8467 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -1191753.500000 Penalty: 2975.284668
	Iteration 39Q: 3 clusters Score -1191754 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8472 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -1191756.375000 Penalty: 2975.284668
	Iteration 40F: 3 clusters Score -1191756 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8478 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -1191757.000000 Penalty: 2975.284668
	Iteration 41Q: 3 clusters Score -1191757 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8484 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -1191758.500000 Penalty: 2975.284668
	Iteration 42Q: 3 clusters Score -1191758 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8487 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -1191759.625000 Penalty: 2975.284668
	Iteration 43Q: 3 clusters Score -1191760 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8489 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -1191760.875000 Penalty: 2975.284668
	Iteration 44Q: 3 clusters Score -1191761 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8491 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -1191762.375000 Penalty: 2975.284668
	Iteration 45Q: 3 clusters Score -1191762 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8493 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -1191760.250000 Penalty: 2975.284668
	Iteration 46Q: 3 clusters Score -1191760 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8496 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -1191761.875000 Penalty: 2975.284668
	Iteration 47Q: 3 clusters Score -1191762 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8497 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -1191759.875000 Penalty: 2975.284668
	Iteration 48Q: 3 clusters Score -1191760 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8499 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -1191761.750000 Penalty: 2975.284668
	Iteration 49Q: 3 clusters Score -1191762 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8501 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -1191763.375000 Penalty: 2975.284668
	Iteration 50Q: 3 clusters Score -1191763 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8501 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -1191763.375000 Penalty: 2975.284668
	Iteration 51F: 3 clusters Score -1191763 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (20154 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20154 members 
Entering Unmasked Estep 
Score: -2358531.500000 Penalty: 1610.563110
	Iteration 0F: 2 clusters Score -2358532 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10163 members 
Mstep: Class 2 contains 9991 members 
Entering Unmasked Estep 
Score: -2344872.250000 Penalty: 3221.126221
	Iteration 0F: 3 clusters Score -2344872 nChanged 9134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10479 members 
Mstep: Class 2 contains 9675 members 
Entering Unmasked Estep 
Score: -2350246.750000 Penalty: 3221.126221
	Iteration 1F: 3 clusters Score -2350247 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10643 members 
Mstep: Class 2 contains 9511 members 
Entering Unmasked Estep 
Score: -2350768.000000 Penalty: 3221.126221
	Iteration 2F: 3 clusters Score -2350768 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10873 members 
Mstep: Class 2 contains 9281 members 
Entering Unmasked Estep 
Score: -2351343.000000 Penalty: 3221.126221
	Iteration 3F: 3 clusters Score -2351343 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11181 members 
Mstep: Class 2 contains 8973 members 
Entering Unmasked Estep 
Score: -2351976.250000 Penalty: 3221.126221
	Iteration 4F: 3 clusters Score -2351976 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11611 members 
Mstep: Class 2 contains 8543 members 
Entering Unmasked Estep 
Score: -2352615.750000 Penalty: 3221.126221
	Iteration 5F: 3 clusters Score -2352616 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12073 members 
Mstep: Class 2 contains 8081 members 
Entering Unmasked Estep 
Score: -2353172.000000 Penalty: 3221.126221
	Iteration 6F: 3 clusters Score -2353172 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12611 members 
Mstep: Class 2 contains 7543 members 
Entering Unmasked Estep 
Score: -2353677.250000 Penalty: 3221.126221
	Iteration 7Q: 3 clusters Score -2353677 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13134 members 
Mstep: Class 2 contains 7020 members 
Entering Unmasked Estep 
Score: -2354127.250000 Penalty: 3221.126221
	Iteration 8Q: 3 clusters Score -2354127 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13689 members 
Mstep: Class 2 contains 6465 members 
Entering Unmasked Estep 
Score: -2354515.250000 Penalty: 3221.126221
	Iteration 9Q: 3 clusters Score -2354515 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14304 members 
Mstep: Class 2 contains 5850 members 
Entering Unmasked Estep 
Score: -2354879.000000 Penalty: 3221.126221
	Iteration 10Q: 3 clusters Score -2354879 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14900 members 
Mstep: Class 2 contains 5254 members 
Entering Unmasked Estep 
Score: -2355217.000000 Penalty: 3221.126221
	Iteration 11Q: 3 clusters Score -2355217 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15514 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -2355527.000000 Penalty: 3221.126221
	Iteration 12Q: 3 clusters Score -2355527 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16111 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -2355860.000000 Penalty: 3221.126221
	Iteration 13Q: 3 clusters Score -2355860 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16652 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -2356137.750000 Penalty: 3221.126221
	Iteration 14Q: 3 clusters Score -2356138 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17116 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -2356377.000000 Penalty: 3221.126221
	Iteration 15Q: 3 clusters Score -2356377 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17527 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -2356608.000000 Penalty: 3221.126221
	Iteration 16Q: 3 clusters Score -2356608 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17880 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -2356814.500000 Penalty: 3221.126221
	Iteration 17Q: 3 clusters Score -2356814 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18189 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -2356971.500000 Penalty: 3221.126221
	Iteration 18Q: 3 clusters Score -2356972 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18436 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -2357101.250000 Penalty: 3221.126221
	Iteration 19Q: 3 clusters Score -2357101 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18636 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -2357211.500000 Penalty: 3221.126221
	Iteration 20F: 3 clusters Score -2357212 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18788 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -2357319.500000 Penalty: 3221.126221
	Iteration 21Q: 3 clusters Score -2357320 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18907 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -2357400.750000 Penalty: 3221.126221
	Iteration 22Q: 3 clusters Score -2357401 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19002 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -2357457.500000 Penalty: 3221.126221
	Iteration 23Q: 3 clusters Score -2357458 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19060 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -2357500.250000 Penalty: 3221.126221
	Iteration 24Q: 3 clusters Score -2357500 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19115 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -2357538.500000 Penalty: 3221.126221
	Iteration 25Q: 3 clusters Score -2357538 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19164 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -2357569.250000 Penalty: 3221.126221
	Iteration 26Q: 3 clusters Score -2357569 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19194 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -2357591.000000 Penalty: 3221.126221
	Iteration 27Q: 3 clusters Score -2357591 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19220 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -2357609.000000 Penalty: 3221.126221
	Iteration 28Q: 3 clusters Score -2357609 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19238 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -2357620.250000 Penalty: 3221.126221
	Iteration 29Q: 3 clusters Score -2357620 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19249 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -2357625.500000 Penalty: 3221.126221
	Iteration 30Q: 3 clusters Score -2357626 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19256 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -2357630.250000 Penalty: 3221.126221
	Iteration 31Q: 3 clusters Score -2357630 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19264 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -2357633.250000 Penalty: 3221.126221
	Iteration 32Q: 3 clusters Score -2357633 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19270 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -2357634.500000 Penalty: 3221.126221
	Iteration 33Q: 3 clusters Score -2357634 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19275 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -2357640.250000 Penalty: 3221.126221
	Iteration 34Q: 3 clusters Score -2357640 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19279 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -2357641.250000 Penalty: 3221.126221
	Iteration 35Q: 3 clusters Score -2357641 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19287 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -2357642.750000 Penalty: 3221.126221
	Iteration 36Q: 3 clusters Score -2357643 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19293 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -2357649.750000 Penalty: 3221.126221
	Iteration 37Q: 3 clusters Score -2357650 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19299 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -2357651.250000 Penalty: 3221.126221
	Iteration 38Q: 3 clusters Score -2357651 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19307 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -2357658.750000 Penalty: 3221.126221
	Iteration 39Q: 3 clusters Score -2357659 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19312 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -2357660.000000 Penalty: 3221.126221
	Iteration 40F: 3 clusters Score -2357660 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19321 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -2357660.750000 Penalty: 3221.126221
	Iteration 41Q: 3 clusters Score -2357661 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19323 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -2357665.000000 Penalty: 3221.126221
	Iteration 42Q: 3 clusters Score -2357665 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19326 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -2357664.250000 Penalty: 3221.126221
	Iteration 43Q: 3 clusters Score -2357664 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19331 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -2357666.000000 Penalty: 3221.126221
	Iteration 44Q: 3 clusters Score -2357666 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19336 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -2357668.500000 Penalty: 3221.126221
	Iteration 45Q: 3 clusters Score -2357668 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19339 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -2357673.500000 Penalty: 3221.126221
	Iteration 46Q: 3 clusters Score -2357674 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19341 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -2357674.750000 Penalty: 3221.126221
	Iteration 47Q: 3 clusters Score -2357675 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19343 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -2357675.250000 Penalty: 3221.126221
	Iteration 48Q: 3 clusters Score -2357675 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19342 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -2357676.000000 Penalty: 3221.126221
	Iteration 49Q: 3 clusters Score -2357676 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19344 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -2357675.500000 Penalty: 3221.126221
	Iteration 50Q: 3 clusters Score -2357676 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19346 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -2357677.250000 Penalty: 3221.126221
	Iteration 51Q: 3 clusters Score -2357677 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19350 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -2357681.500000 Penalty: 3221.126221
	Iteration 52Q: 3 clusters Score -2357682 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19354 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -2357682.000000 Penalty: 3221.126221
	Iteration 53Q: 3 clusters Score -2357682 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19352 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -2357683.500000 Penalty: 3221.126221
	Iteration 54Q: 3 clusters Score -2357684 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19352 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -2357683.500000 Penalty: 3221.126221
	Iteration 55F: 3 clusters Score -2357684 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (41518 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41518 members 
Entering Unmasked Estep 
Score: -5223526.000000 Penalty: 1728.005859
	Iteration 0F: 2 clusters Score -5223526 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20802 members 
Mstep: Class 2 contains 20716 members 
Entering Unmasked Estep 
Score: -5195691.000000 Penalty: 3456.011719
	Iteration 0F: 3 clusters Score -5195691 nChanged 19281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20035 members 
Mstep: Class 2 contains 21483 members 
Entering Unmasked Estep 
Score: -5206819.000000 Penalty: 3456.011719
	Iteration 1F: 3 clusters Score -5206819 nChanged 2324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19405 members 
Mstep: Class 2 contains 22113 members 
Entering Unmasked Estep 
Score: -5207962.500000 Penalty: 3456.011719
	Iteration 2F: 3 clusters Score -5207962 nChanged 2680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18581 members 
Mstep: Class 2 contains 22937 members 
Entering Unmasked Estep 
Score: -5209442.500000 Penalty: 3456.011719
	Iteration 3F: 3 clusters Score -5209442 nChanged 2947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17544 members 
Mstep: Class 2 contains 23974 members 
Entering Unmasked Estep 
Score: -5211232.500000 Penalty: 3456.011719
	Iteration 4F: 3 clusters Score -5211232 nChanged 2849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16373 members 
Mstep: Class 2 contains 25145 members 
Entering Unmasked Estep 
Score: -5212732.000000 Penalty: 3456.011719
	Iteration 5F: 3 clusters Score -5212732 nChanged 2358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15283 members 
Mstep: Class 2 contains 26235 members 
Entering Unmasked Estep 
Score: -5213859.500000 Penalty: 3456.011719
	Iteration 6F: 3 clusters Score -5213860 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14332 members 
Mstep: Class 2 contains 27186 members 
Entering Unmasked Estep 
Score: -5214622.500000 Penalty: 3456.011719
	Iteration 7Q: 3 clusters Score -5214622 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13426 members 
Mstep: Class 2 contains 28092 members 
Entering Unmasked Estep 
Score: -5215129.500000 Penalty: 3456.011719
	Iteration 8Q: 3 clusters Score -5215130 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12589 members 
Mstep: Class 2 contains 28929 members 
Entering Unmasked Estep 
Score: -5215505.000000 Penalty: 3456.011719
	Iteration 9Q: 3 clusters Score -5215505 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11775 members 
Mstep: Class 2 contains 29743 members 
Entering Unmasked Estep 
Score: -5215783.500000 Penalty: 3456.011719
	Iteration 10Q: 3 clusters Score -5215784 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10931 members 
Mstep: Class 2 contains 30587 members 
Entering Unmasked Estep 
Score: -5216046.000000 Penalty: 3456.011719
	Iteration 11Q: 3 clusters Score -5216046 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10038 members 
Mstep: Class 2 contains 31480 members 
Entering Unmasked Estep 
Score: -5216350.000000 Penalty: 3456.011719
	Iteration 12Q: 3 clusters Score -5216350 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9146 members 
Mstep: Class 2 contains 32372 members 
Entering Unmasked Estep 
Score: -5216648.500000 Penalty: 3456.011719
	Iteration 13Q: 3 clusters Score -5216648 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8152 members 
Mstep: Class 2 contains 33366 members 
Entering Unmasked Estep 
Score: -5217010.500000 Penalty: 3456.011719
	Iteration 14Q: 3 clusters Score -5217010 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7087 members 
Mstep: Class 2 contains 34431 members 
Entering Unmasked Estep 
Score: -5217470.500000 Penalty: 3456.011719
	Iteration 15Q: 3 clusters Score -5217470 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5943 members 
Mstep: Class 2 contains 35575 members 
Entering Unmasked Estep 
Score: -5218032.000000 Penalty: 3456.011719
	Iteration 16Q: 3 clusters Score -5218032 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 36703 members 
Entering Unmasked Estep 
Score: -5218673.000000 Penalty: 3456.011719
	Iteration 17Q: 3 clusters Score -5218673 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 37767 members 
Entering Unmasked Estep 
Score: -5219294.000000 Penalty: 3456.011719
	Iteration 18Q: 3 clusters Score -5219294 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 38720 members 
Entering Unmasked Estep 
Score: -5219917.000000 Penalty: 3456.011719
	Iteration 19Q: 3 clusters Score -5219917 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 39530 members 
Entering Unmasked Estep 
Score: -5220510.000000 Penalty: 3456.011719
	Iteration 20F: 3 clusters Score -5220510 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 40170 members 
Entering Unmasked Estep 
Score: -5221020.500000 Penalty: 3456.011719
	Iteration 21Q: 3 clusters Score -5221020 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 40615 members 
Entering Unmasked Estep 
Score: -5221373.000000 Penalty: 3456.011719
	Iteration 22Q: 3 clusters Score -5221373 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 40903 members 
Entering Unmasked Estep 
Score: -5221620.000000 Penalty: 3456.011719
	Iteration 23Q: 3 clusters Score -5221620 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 41047 members 
Entering Unmasked Estep 
Score: -5221764.000000 Penalty: 3456.011719
	Iteration 24Q: 3 clusters Score -5221764 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 41124 members 
Entering Unmasked Estep 
Score: -5221849.500000 Penalty: 3456.011719
	Iteration 25Q: 3 clusters Score -5221850 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 41162 members 
Entering Unmasked Estep 
Score: -5221902.000000 Penalty: 3456.011719
	Iteration 26Q: 3 clusters Score -5221902 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 41186 members 
Entering Unmasked Estep 
Score: -5221949.000000 Penalty: 3456.011719
	Iteration 27Q: 3 clusters Score -5221949 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 41206 members 
Entering Unmasked Estep 
Score: -5221980.500000 Penalty: 3456.011719
	Iteration 28Q: 3 clusters Score -5221980 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 41216 members 
Entering Unmasked Estep 
Score: -5221991.500000 Penalty: 3456.011719
	Iteration 29Q: 3 clusters Score -5221992 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 41234 members 
Entering Unmasked Estep 
Score: -5222013.500000 Penalty: 3456.011719
	Iteration 30Q: 3 clusters Score -5222014 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 41240 members 
Entering Unmasked Estep 
Score: -5222027.000000 Penalty: 3456.011719
	Iteration 31Q: 3 clusters Score -5222027 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 41244 members 
Entering Unmasked Estep 
Score: -5222032.000000 Penalty: 3456.011719
	Iteration 32Q: 3 clusters Score -5222032 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 41248 members 
Entering Unmasked Estep 
Score: -5222035.000000 Penalty: 3456.011719
	Iteration 33Q: 3 clusters Score -5222035 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 41250 members 
Entering Unmasked Estep 
Score: -5222033.500000 Penalty: 3456.011719
	Iteration 34Q: 3 clusters Score -5222034 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 41252 members 
Entering Unmasked Estep 
Score: -5222037.500000 Penalty: 3456.011719
	Iteration 35Q: 3 clusters Score -5222038 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 41251 members 
Entering Unmasked Estep 
Score: -5222040.500000 Penalty: 3456.011719
	Iteration 36Q: 3 clusters Score -5222040 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 41252 members 
Entering Unmasked Estep 
Score: -5222037.500000 Penalty: 3456.011719
	Iteration 37Q: 3 clusters Score -5222038 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 41254 members 
Entering Unmasked Estep 
Score: -5222044.500000 Penalty: 3456.011719
	Iteration 38Q: 3 clusters Score -5222044 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 41256 members 
Entering Unmasked Estep 
Score: -5222041.500000 Penalty: 3456.011719
	Iteration 39Q: 3 clusters Score -5222042 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 41259 members 
Entering Unmasked Estep 
Score: -5222039.000000 Penalty: 3456.011719
	Iteration 40F: 3 clusters Score -5222039 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 41260 members 
Entering Unmasked Estep 
Score: -5222044.000000 Penalty: 3456.011719
	Iteration 41Q: 3 clusters Score -5222044 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 41261 members 
Entering Unmasked Estep 
Score: -5222044.500000 Penalty: 3456.011719
	Iteration 42Q: 3 clusters Score -5222044 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 41261 members 
Entering Unmasked Estep 
Score: -5222044.500000 Penalty: 3456.011719
	Iteration 43F: 3 clusters Score -5222044 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (6674 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6674 members 
Entering Unmasked Estep 
Score: -876080.062500 Penalty: 1430.970947
	Iteration 0F: 2 clusters Score -876080.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -871021.375000 Penalty: 2861.941895
	Iteration 0F: 3 clusters Score -871021.4 nChanged 2714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -872421.125000 Penalty: 2861.941895
	Iteration 1F: 3 clusters Score -872421.1 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -872604.062500 Penalty: 2861.941895
	Iteration 2F: 3 clusters Score -872604.1 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -872727.312500 Penalty: 2861.941895
	Iteration 3Q: 3 clusters Score -872727.3 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -872838.937500 Penalty: 2861.941895
	Iteration 4Q: 3 clusters Score -872838.9 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -872918.812500 Penalty: 2861.941895
	Iteration 5Q: 3 clusters Score -872918.8 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -872987.000000 Penalty: 2861.941895
	Iteration 6Q: 3 clusters Score -872987 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -873049.437500 Penalty: 2861.941895
	Iteration 7Q: 3 clusters Score -873049.4 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -873113.562500 Penalty: 2861.941895
	Iteration 8Q: 3 clusters Score -873113.6 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -873173.250000 Penalty: 2861.941895
	Iteration 9Q: 3 clusters Score -873173.2 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -873250.375000 Penalty: 2861.941895
	Iteration 10Q: 3 clusters Score -873250.4 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -873354.187500 Penalty: 2861.941895
	Iteration 11Q: 3 clusters Score -873354.2 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -873456.437500 Penalty: 2861.941895
	Iteration 12Q: 3 clusters Score -873456.4 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -873566.437500 Penalty: 2861.941895
	Iteration 13Q: 3 clusters Score -873566.4 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -873704.312500 Penalty: 2861.941895
	Iteration 14Q: 3 clusters Score -873704.3 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5275 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -873845.687500 Penalty: 2861.941895
	Iteration 15Q: 3 clusters Score -873845.7 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5474 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -873978.625000 Penalty: 2861.941895
	Iteration 16Q: 3 clusters Score -873978.6 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5682 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -874122.562500 Penalty: 2861.941895
	Iteration 17Q: 3 clusters Score -874122.6 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5865 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -874252.500000 Penalty: 2861.941895
	Iteration 18Q: 3 clusters Score -874252.5 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6005 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -874366.625000 Penalty: 2861.941895
	Iteration 19Q: 3 clusters Score -874366.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6122 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -874473.687500 Penalty: 2861.941895
	Iteration 20F: 3 clusters Score -874473.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6210 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -874554.187500 Penalty: 2861.941895
	Iteration 21Q: 3 clusters Score -874554.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6276 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -874632.625000 Penalty: 2861.941895
	Iteration 22Q: 3 clusters Score -874632.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6324 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -874682.687500 Penalty: 2861.941895
	Iteration 23Q: 3 clusters Score -874682.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -874716.187500 Penalty: 2861.941895
	Iteration 24Q: 3 clusters Score -874716.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6372 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -874737.812500 Penalty: 2861.941895
	Iteration 25Q: 3 clusters Score -874737.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6388 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -874758.750000 Penalty: 2861.941895
	Iteration 26Q: 3 clusters Score -874758.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6401 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -874777.937500 Penalty: 2861.941895
	Iteration 27Q: 3 clusters Score -874777.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6412 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -874795.812500 Penalty: 2861.941895
	Iteration 28Q: 3 clusters Score -874795.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6415 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -874799.875000 Penalty: 2861.941895
	Iteration 29Q: 3 clusters Score -874799.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6418 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -874802.750000 Penalty: 2861.941895
	Iteration 30Q: 3 clusters Score -874802.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6420 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -874806.312500 Penalty: 2861.941895
	Iteration 31Q: 3 clusters Score -874806.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6420 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -874811.437500 Penalty: 2861.941895
	Iteration 32Q: 3 clusters Score -874811.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6421 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -874813.125000 Penalty: 2861.941895
	Iteration 33Q: 3 clusters Score -874813.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6423 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -874813.437500 Penalty: 2861.941895
	Iteration 34Q: 3 clusters Score -874813.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6426 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -874817.625000 Penalty: 2861.941895
	Iteration 35Q: 3 clusters Score -874817.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6428 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -874821.000000 Penalty: 2861.941895
	Iteration 36Q: 3 clusters Score -874821 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6431 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -874823.000000 Penalty: 2861.941895
	Iteration 37Q: 3 clusters Score -874823 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6434 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -874825.312500 Penalty: 2861.941895
	Iteration 38Q: 3 clusters Score -874825.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6435 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -874826.187500 Penalty: 2861.941895
	Iteration 39Q: 3 clusters Score -874826.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6436 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -874827.187500 Penalty: 2861.941895
	Iteration 40F: 3 clusters Score -874827.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6437 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -874827.500000 Penalty: 2861.941895
	Iteration 41Q: 3 clusters Score -874827.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6437 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -874827.500000 Penalty: 2861.941895
	Iteration 42F: 3 clusters Score -874827.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (10149 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10149 members 
Entering Unmasked Estep 
Score: -1139960.875000 Penalty: 1499.083618
	Iteration 0F: 2 clusters Score -1139961 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -1132722.375000 Penalty: 2998.167236
	Iteration 0F: 3 clusters Score -1132722 nChanged 4400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 5316 members 
Entering Unmasked Estep 
Score: -1135366.625000 Penalty: 2998.167236
	Iteration 1F: 3 clusters Score -1135367 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 5364 members 
Entering Unmasked Estep 
Score: -1135882.125000 Penalty: 2998.167236
	Iteration 2F: 3 clusters Score -1135882 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -1136268.250000 Penalty: 2998.167236
	Iteration 3F: 3 clusters Score -1136268 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 5455 members 
Entering Unmasked Estep 
Score: -1136589.250000 Penalty: 2998.167236
	Iteration 4F: 3 clusters Score -1136589 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 5507 members 
Entering Unmasked Estep 
Score: -1136845.375000 Penalty: 2998.167236
	Iteration 5Q: 3 clusters Score -1136845 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 5563 members 
Entering Unmasked Estep 
Score: -1137058.750000 Penalty: 2998.167236
	Iteration 6Q: 3 clusters Score -1137059 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 5640 members 
Entering Unmasked Estep 
Score: -1137286.250000 Penalty: 2998.167236
	Iteration 7Q: 3 clusters Score -1137286 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 5766 members 
Entering Unmasked Estep 
Score: -1137534.625000 Penalty: 2998.167236
	Iteration 8Q: 3 clusters Score -1137535 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 5903 members 
Entering Unmasked Estep 
Score: -1137755.500000 Penalty: 2998.167236
	Iteration 9Q: 3 clusters Score -1137756 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 6028 members 
Entering Unmasked Estep 
Score: -1137941.875000 Penalty: 2998.167236
	Iteration 10Q: 3 clusters Score -1137942 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 6127 members 
Entering Unmasked Estep 
Score: -1138101.875000 Penalty: 2998.167236
	Iteration 11Q: 3 clusters Score -1138102 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 6234 members 
Entering Unmasked Estep 
Score: -1138231.625000 Penalty: 2998.167236
	Iteration 12Q: 3 clusters Score -1138232 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 6349 members 
Entering Unmasked Estep 
Score: -1138355.000000 Penalty: 2998.167236
	Iteration 13Q: 3 clusters Score -1138355 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 6467 members 
Entering Unmasked Estep 
Score: -1138470.500000 Penalty: 2998.167236
	Iteration 14Q: 3 clusters Score -1138470 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 6595 members 
Entering Unmasked Estep 
Score: -1138563.375000 Penalty: 2998.167236
	Iteration 15Q: 3 clusters Score -1138563 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 6707 members 
Entering Unmasked Estep 
Score: -1138650.500000 Penalty: 2998.167236
	Iteration 16Q: 3 clusters Score -1138650 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 6823 members 
Entering Unmasked Estep 
Score: -1138737.250000 Penalty: 2998.167236
	Iteration 17Q: 3 clusters Score -1138737 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 6923 members 
Entering Unmasked Estep 
Score: -1138827.750000 Penalty: 2998.167236
	Iteration 18Q: 3 clusters Score -1138828 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 7005 members 
Entering Unmasked Estep 
Score: -1138908.500000 Penalty: 2998.167236
	Iteration 19Q: 3 clusters Score -1138908 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 7070 members 
Entering Unmasked Estep 
Score: -1139000.125000 Penalty: 2998.167236
	Iteration 20F: 3 clusters Score -1139000 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 7110 members 
Entering Unmasked Estep 
Score: -1139079.000000 Penalty: 2998.167236
	Iteration 21Q: 3 clusters Score -1139079 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 7144 members 
Entering Unmasked Estep 
Score: -1139161.500000 Penalty: 2998.167236
	Iteration 22Q: 3 clusters Score -1139162 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 7153 members 
Entering Unmasked Estep 
Score: -1139230.375000 Penalty: 2998.167236
	Iteration 23Q: 3 clusters Score -1139230 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 7184 members 
Entering Unmasked Estep 
Score: -1139289.375000 Penalty: 2998.167236
	Iteration 24Q: 3 clusters Score -1139289 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 7216 members 
Entering Unmasked Estep 
Score: -1139334.000000 Penalty: 2998.167236
	Iteration 25Q: 3 clusters Score -1139334 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 7253 members 
Entering Unmasked Estep 
Score: -1139367.375000 Penalty: 2998.167236
	Iteration 26Q: 3 clusters Score -1139367 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 7275 members 
Entering Unmasked Estep 
Score: -1139396.250000 Penalty: 2998.167236
	Iteration 27Q: 3 clusters Score -1139396 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 7308 members 
Entering Unmasked Estep 
Score: -1139418.625000 Penalty: 2998.167236
	Iteration 28Q: 3 clusters Score -1139419 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 7341 members 
Entering Unmasked Estep 
Score: -1139436.125000 Penalty: 2998.167236
	Iteration 29Q: 3 clusters Score -1139436 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 7371 members 
Entering Unmasked Estep 
Score: -1139452.250000 Penalty: 2998.167236
	Iteration 30Q: 3 clusters Score -1139452 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 7394 members 
Entering Unmasked Estep 
Score: -1139464.000000 Penalty: 2998.167236
	Iteration 31Q: 3 clusters Score -1139464 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 7422 members 
Entering Unmasked Estep 
Score: -1139470.375000 Penalty: 2998.167236
	Iteration 32Q: 3 clusters Score -1139470 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 7454 members 
Entering Unmasked Estep 
Score: -1139476.875000 Penalty: 2998.167236
	Iteration 33Q: 3 clusters Score -1139477 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 7477 members 
Entering Unmasked Estep 
Score: -1139481.500000 Penalty: 2998.167236
	Iteration 34Q: 3 clusters Score -1139482 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 7490 members 
Entering Unmasked Estep 
Score: -1139481.625000 Penalty: 2998.167236
	Iteration 35Q: 3 clusters Score -1139482 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 7504 members 
Entering Unmasked Estep 
Score: -1139489.625000 Penalty: 2998.167236
	Iteration 36Q: 3 clusters Score -1139490 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 7511 members 
Entering Unmasked Estep 
Score: -1139489.625000 Penalty: 2998.167236
	Iteration 37Q: 3 clusters Score -1139490 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 7523 members 
Entering Unmasked Estep 
Score: -1139495.125000 Penalty: 2998.167236
	Iteration 38Q: 3 clusters Score -1139495 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 7531 members 
Entering Unmasked Estep 
Score: -1139492.500000 Penalty: 2998.167236
	Iteration 39Q: 3 clusters Score -1139492 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 7541 members 
Entering Unmasked Estep 
Score: -1139496.750000 Penalty: 2998.167236
	Iteration 40F: 3 clusters Score -1139497 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 7552 members 
Entering Unmasked Estep 
Score: -1139498.375000 Penalty: 2998.167236
	Iteration 41Q: 3 clusters Score -1139498 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 7563 members 
Entering Unmasked Estep 
Score: -1139502.000000 Penalty: 2998.167236
	Iteration 42Q: 3 clusters Score -1139502 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 7579 members 
Entering Unmasked Estep 
Score: -1139504.750000 Penalty: 2998.167236
	Iteration 43Q: 3 clusters Score -1139505 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 7601 members 
Entering Unmasked Estep 
Score: -1139510.750000 Penalty: 2998.167236
	Iteration 44Q: 3 clusters Score -1139511 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 7628 members 
Entering Unmasked Estep 
Score: -1139517.250000 Penalty: 2998.167236
	Iteration 45Q: 3 clusters Score -1139517 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 7651 members 
Entering Unmasked Estep 
Score: -1139522.625000 Penalty: 2998.167236
	Iteration 46Q: 3 clusters Score -1139523 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 7686 members 
Entering Unmasked Estep 
Score: -1139540.875000 Penalty: 2998.167236
	Iteration 47Q: 3 clusters Score -1139541 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 7721 members 
Entering Unmasked Estep 
Score: -1139551.250000 Penalty: 2998.167236
	Iteration 48Q: 3 clusters Score -1139551 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 7772 members 
Entering Unmasked Estep 
Score: -1139578.500000 Penalty: 2998.167236
	Iteration 49Q: 3 clusters Score -1139578 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 7822 members 
Entering Unmasked Estep 
Score: -1139601.500000 Penalty: 2998.167236
	Iteration 50Q: 3 clusters Score -1139602 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 7876 members 
Entering Unmasked Estep 
Score: -1139622.750000 Penalty: 2998.167236
	Iteration 51Q: 3 clusters Score -1139623 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 7922 members 
Entering Unmasked Estep 
Score: -1139645.375000 Penalty: 2998.167236
	Iteration 52Q: 3 clusters Score -1139645 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 7963 members 
Entering Unmasked Estep 
Score: -1139664.750000 Penalty: 2998.167236
	Iteration 53Q: 3 clusters Score -1139665 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 8000 members 
Entering Unmasked Estep 
Score: -1139680.500000 Penalty: 2998.167236
	Iteration 54Q: 3 clusters Score -1139680 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 8039 members 
Entering Unmasked Estep 
Score: -1139697.500000 Penalty: 2998.167236
	Iteration 55Q: 3 clusters Score -1139698 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 8088 members 
Entering Unmasked Estep 
Score: -1139723.125000 Penalty: 2998.167236
	Iteration 56Q: 3 clusters Score -1139723 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 8137 members 
Entering Unmasked Estep 
Score: -1139739.375000 Penalty: 2998.167236
	Iteration 57Q: 3 clusters Score -1139739 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 8175 members 
Entering Unmasked Estep 
Score: -1139752.250000 Penalty: 2998.167236
	Iteration 58Q: 3 clusters Score -1139752 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 8213 members 
Entering Unmasked Estep 
Score: -1139768.125000 Penalty: 2998.167236
	Iteration 59Q: 3 clusters Score -1139768 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 8253 members 
Entering Unmasked Estep 
Score: -1139783.125000 Penalty: 2998.167236
	Iteration 60F: 3 clusters Score -1139783 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 8286 members 
Entering Unmasked Estep 
Score: -1139797.375000 Penalty: 2998.167236
	Iteration 61Q: 3 clusters Score -1139797 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 8312 members 
Entering Unmasked Estep 
Score: -1139804.750000 Penalty: 2998.167236
	Iteration 62Q: 3 clusters Score -1139805 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 8335 members 
Entering Unmasked Estep 
Score: -1139814.750000 Penalty: 2998.167236
	Iteration 63Q: 3 clusters Score -1139815 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 8361 members 
Entering Unmasked Estep 
Score: -1139821.375000 Penalty: 2998.167236
	Iteration 64Q: 3 clusters Score -1139821 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 8386 members 
Entering Unmasked Estep 
Score: -1139826.875000 Penalty: 2998.167236
	Iteration 65Q: 3 clusters Score -1139827 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 8406 members 
Entering Unmasked Estep 
Score: -1139832.500000 Penalty: 2998.167236
	Iteration 66Q: 3 clusters Score -1139832 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 8422 members 
Entering Unmasked Estep 
Score: -1139837.750000 Penalty: 2998.167236
	Iteration 67Q: 3 clusters Score -1139838 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 8442 members 
Entering Unmasked Estep 
Score: -1139839.750000 Penalty: 2998.167236
	Iteration 68Q: 3 clusters Score -1139840 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 8467 members 
Entering Unmasked Estep 
Score: -1139847.250000 Penalty: 2998.167236
	Iteration 69Q: 3 clusters Score -1139847 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 8490 members 
Entering Unmasked Estep 
Score: -1139857.000000 Penalty: 2998.167236
	Iteration 70Q: 3 clusters Score -1139857 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 8512 members 
Entering Unmasked Estep 
Score: -1139864.500000 Penalty: 2998.167236
	Iteration 71Q: 3 clusters Score -1139864 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 8529 members 
Entering Unmasked Estep 
Score: -1139868.750000 Penalty: 2998.167236
	Iteration 72Q: 3 clusters Score -1139869 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 8542 members 
Entering Unmasked Estep 
Score: -1139868.750000 Penalty: 2998.167236
	Iteration 73Q: 3 clusters Score -1139869 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 8551 members 
Entering Unmasked Estep 
Score: -1139872.875000 Penalty: 2998.167236
	Iteration 74Q: 3 clusters Score -1139873 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 8558 members 
Entering Unmasked Estep 
Score: -1139874.125000 Penalty: 2998.167236
	Iteration 75Q: 3 clusters Score -1139874 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 8563 members 
Entering Unmasked Estep 
Score: -1139873.625000 Penalty: 2998.167236
	Iteration 76Q: 3 clusters Score -1139874 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 8567 members 
Entering Unmasked Estep 
Score: -1139876.375000 Penalty: 2998.167236
	Iteration 77Q: 3 clusters Score -1139876 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 8570 members 
Entering Unmasked Estep 
Score: -1139878.250000 Penalty: 2998.167236
	Iteration 78Q: 3 clusters Score -1139878 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 8577 members 
Entering Unmasked Estep 
Score: -1139879.875000 Penalty: 2998.167236
	Iteration 79Q: 3 clusters Score -1139880 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 8584 members 
Entering Unmasked Estep 
Score: -1139881.750000 Penalty: 2998.167236
	Iteration 80F: 3 clusters Score -1139882 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 8595 members 
Entering Unmasked Estep 
Score: -1139884.625000 Penalty: 2998.167236
	Iteration 81Q: 3 clusters Score -1139885 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 8610 members 
Entering Unmasked Estep 
Score: -1139885.125000 Penalty: 2998.167236
	Iteration 82Q: 3 clusters Score -1139885 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 8619 members 
Entering Unmasked Estep 
Score: -1139890.125000 Penalty: 2998.167236
	Iteration 83Q: 3 clusters Score -1139890 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 8627 members 
Entering Unmasked Estep 
Score: -1139891.625000 Penalty: 2998.167236
	Iteration 84Q: 3 clusters Score -1139892 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 8635 members 
Entering Unmasked Estep 
Score: -1139892.625000 Penalty: 2998.167236
	Iteration 85Q: 3 clusters Score -1139893 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 8643 members 
Entering Unmasked Estep 
Score: -1139894.625000 Penalty: 2998.167236
	Iteration 86Q: 3 clusters Score -1139895 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 8649 members 
Entering Unmasked Estep 
Score: -1139896.875000 Penalty: 2998.167236
	Iteration 87Q: 3 clusters Score -1139897 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 8654 members 
Entering Unmasked Estep 
Score: -1139895.625000 Penalty: 2998.167236
	Iteration 88Q: 3 clusters Score -1139896 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 8655 members 
Entering Unmasked Estep 
Score: -1139894.500000 Penalty: 2998.167236
	Iteration 89Q: 3 clusters Score -1139894 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 8655 members 
Entering Unmasked Estep 
Score: -1139894.500000 Penalty: 2998.167236
	Iteration 90F: 3 clusters Score -1139894 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (3246 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Entering Unmasked Estep 
Score: -390338.125000 Penalty: 1313.841431
	Iteration 0F: 2 clusters Score -390338.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -387515.500000 Penalty: 2627.682861
	Iteration 0F: 3 clusters Score -387515.5 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -388314.093750 Penalty: 2627.682861
	Iteration 1F: 3 clusters Score -388314.1 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -388505.281250 Penalty: 2627.682861
	Iteration 2F: 3 clusters Score -388505.3 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -388658.312500 Penalty: 2627.682861
	Iteration 3F: 3 clusters Score -388658.3 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -388777.750000 Penalty: 2627.682861
	Iteration 4Q: 3 clusters Score -388777.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -388865.718750 Penalty: 2627.682861
	Iteration 5Q: 3 clusters Score -388865.7 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -388955.218750 Penalty: 2627.682861
	Iteration 6Q: 3 clusters Score -388955.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -389026.093750 Penalty: 2627.682861
	Iteration 7Q: 3 clusters Score -389026.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -389088.437500 Penalty: 2627.682861
	Iteration 8Q: 3 clusters Score -389088.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -389136.531250 Penalty: 2627.682861
	Iteration 9Q: 3 clusters Score -389136.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -389168.531250 Penalty: 2627.682861
	Iteration 10Q: 3 clusters Score -389168.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -389189.500000 Penalty: 2627.682861
	Iteration 11Q: 3 clusters Score -389189.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -389214.468750 Penalty: 2627.682861
	Iteration 12Q: 3 clusters Score -389214.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -389235.093750 Penalty: 2627.682861
	Iteration 13Q: 3 clusters Score -389235.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -389259.125000 Penalty: 2627.682861
	Iteration 14Q: 3 clusters Score -389259.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -389274.093750 Penalty: 2627.682861
	Iteration 15Q: 3 clusters Score -389274.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -389290.468750 Penalty: 2627.682861
	Iteration 16Q: 3 clusters Score -389290.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -389308.562500 Penalty: 2627.682861
	Iteration 17Q: 3 clusters Score -389308.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -389323.500000 Penalty: 2627.682861
	Iteration 18Q: 3 clusters Score -389323.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -389334.750000 Penalty: 2627.682861
	Iteration 19Q: 3 clusters Score -389334.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -389347.343750 Penalty: 2627.682861
	Iteration 20F: 3 clusters Score -389347.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -389358.312500 Penalty: 2627.682861
	Iteration 21Q: 3 clusters Score -389358.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -389375.812500 Penalty: 2627.682861
	Iteration 22Q: 3 clusters Score -389375.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -389389.781250 Penalty: 2627.682861
	Iteration 23Q: 3 clusters Score -389389.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -389398.468750 Penalty: 2627.682861
	Iteration 24Q: 3 clusters Score -389398.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -389403.812500 Penalty: 2627.682861
	Iteration 25Q: 3 clusters Score -389403.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -389407.687500 Penalty: 2627.682861
	Iteration 26Q: 3 clusters Score -389407.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -389410.718750 Penalty: 2627.682861
	Iteration 27Q: 3 clusters Score -389410.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -389412.031250 Penalty: 2627.682861
	Iteration 28Q: 3 clusters Score -389412 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -389414.593750 Penalty: 2627.682861
	Iteration 29Q: 3 clusters Score -389414.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -389416.906250 Penalty: 2627.682861
	Iteration 30Q: 3 clusters Score -389416.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -389421.187500 Penalty: 2627.682861
	Iteration 31Q: 3 clusters Score -389421.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -389424.156250 Penalty: 2627.682861
	Iteration 32Q: 3 clusters Score -389424.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -389428.531250 Penalty: 2627.682861
	Iteration 33Q: 3 clusters Score -389428.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -389434.593750 Penalty: 2627.682861
	Iteration 34Q: 3 clusters Score -389434.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -389440.093750 Penalty: 2627.682861
	Iteration 35Q: 3 clusters Score -389440.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -389443.531250 Penalty: 2627.682861
	Iteration 36Q: 3 clusters Score -389443.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -389447.312500 Penalty: 2627.682861
	Iteration 37Q: 3 clusters Score -389447.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -389456.937500 Penalty: 2627.682861
	Iteration 38Q: 3 clusters Score -389456.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -389462.656250 Penalty: 2627.682861
	Iteration 39Q: 3 clusters Score -389462.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -389467.187500 Penalty: 2627.682861
	Iteration 40F: 3 clusters Score -389467.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -389473.093750 Penalty: 2627.682861
	Iteration 41Q: 3 clusters Score -389473.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -389480.875000 Penalty: 2627.682861
	Iteration 42Q: 3 clusters Score -389480.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -389488.781250 Penalty: 2627.682861
	Iteration 43Q: 3 clusters Score -389488.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -389492.468750 Penalty: 2627.682861
	Iteration 44Q: 3 clusters Score -389492.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -389496.625000 Penalty: 2627.682861
	Iteration 45Q: 3 clusters Score -389496.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -389498.812500 Penalty: 2627.682861
	Iteration 46Q: 3 clusters Score -389498.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -389500.562500 Penalty: 2627.682861
	Iteration 47Q: 3 clusters Score -389500.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -389500.875000 Penalty: 2627.682861
	Iteration 48Q: 3 clusters Score -389500.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -389502.406250 Penalty: 2627.682861
	Iteration 49Q: 3 clusters Score -389502.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -389502.937500 Penalty: 2627.682861
	Iteration 50Q: 3 clusters Score -389502.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -389502.937500 Penalty: 2627.682861
	Iteration 51F: 3 clusters Score -389502.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (42408 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42408 members 
Entering Unmasked Estep 
Score: -5365475.500000 Penalty: 1731.452515
	Iteration 0F: 2 clusters Score -5365476 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21047 members 
Mstep: Class 2 contains 21361 members 
Entering Unmasked Estep 
Score: -5337054.000000 Penalty: 3462.905029
	Iteration 0F: 3 clusters Score -5337054 nChanged 19863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19914 members 
Mstep: Class 2 contains 22494 members 
Entering Unmasked Estep 
Score: -5348435.500000 Penalty: 3462.905029
	Iteration 1F: 3 clusters Score -5348436 nChanged 1894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19272 members 
Mstep: Class 2 contains 23136 members 
Entering Unmasked Estep 
Score: -5349087.500000 Penalty: 3462.905029
	Iteration 2Q: 3 clusters Score -5349088 nChanged 1971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18355 members 
Mstep: Class 2 contains 24053 members 
Entering Unmasked Estep 
Score: -5349983.500000 Penalty: 3462.905029
	Iteration 3Q: 3 clusters Score -5349984 nChanged 2161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17082 members 
Mstep: Class 2 contains 25326 members 
Entering Unmasked Estep 
Score: -5351133.500000 Penalty: 3462.905029
	Iteration 4F: 3 clusters Score -5351134 nChanged 2325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15547 members 
Mstep: Class 2 contains 26861 members 
Entering Unmasked Estep 
Score: -5352670.500000 Penalty: 3462.905029
	Iteration 5F: 3 clusters Score -5352670 nChanged 2507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13802 members 
Mstep: Class 2 contains 28606 members 
Entering Unmasked Estep 
Score: -5354543.500000 Penalty: 3462.905029
	Iteration 6F: 3 clusters Score -5354544 nChanged 2456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12130 members 
Mstep: Class 2 contains 30278 members 
Entering Unmasked Estep 
Score: -5356582.500000 Penalty: 3462.905029
	Iteration 7F: 3 clusters Score -5356582 nChanged 2255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10771 members 
Mstep: Class 2 contains 31637 members 
Entering Unmasked Estep 
Score: -5358546.500000 Penalty: 3462.905029
	Iteration 8F: 3 clusters Score -5358546 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9867 members 
Mstep: Class 2 contains 32541 members 
Entering Unmasked Estep 
Score: -5360231.500000 Penalty: 3462.905029
	Iteration 9Q: 3 clusters Score -5360232 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9421 members 
Mstep: Class 2 contains 32987 members 
Entering Unmasked Estep 
Score: -5361521.500000 Penalty: 3462.905029
	Iteration 10Q: 3 clusters Score -5361522 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9312 members 
Mstep: Class 2 contains 33096 members 
Entering Unmasked Estep 
Score: -5362203.500000 Penalty: 3462.905029
	Iteration 11Q: 3 clusters Score -5362204 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9340 members 
Mstep: Class 2 contains 33068 members 
Entering Unmasked Estep 
Score: -5362590.000000 Penalty: 3462.905029
	Iteration 12Q: 3 clusters Score -5362590 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9378 members 
Mstep: Class 2 contains 33030 members 
Entering Unmasked Estep 
Score: -5362853.000000 Penalty: 3462.905029
	Iteration 13Q: 3 clusters Score -5362853 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9408 members 
Mstep: Class 2 contains 33000 members 
Entering Unmasked Estep 
Score: -5363072.500000 Penalty: 3462.905029
	Iteration 14Q: 3 clusters Score -5363072 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9415 members 
Mstep: Class 2 contains 32993 members 
Entering Unmasked Estep 
Score: -5363208.500000 Penalty: 3462.905029
	Iteration 15Q: 3 clusters Score -5363208 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9438 members 
Mstep: Class 2 contains 32970 members 
Entering Unmasked Estep 
Score: -5363291.000000 Penalty: 3462.905029
	Iteration 16Q: 3 clusters Score -5363291 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9489 members 
Mstep: Class 2 contains 32919 members 
Entering Unmasked Estep 
Score: -5363379.500000 Penalty: 3462.905029
	Iteration 17Q: 3 clusters Score -5363380 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9546 members 
Mstep: Class 2 contains 32862 members 
Entering Unmasked Estep 
Score: -5363447.000000 Penalty: 3462.905029
	Iteration 18Q: 3 clusters Score -5363447 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9620 members 
Mstep: Class 2 contains 32788 members 
Entering Unmasked Estep 
Score: -5363470.500000 Penalty: 3462.905029
	Iteration 19Q: 3 clusters Score -5363470 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9730 members 
Mstep: Class 2 contains 32678 members 
Entering Unmasked Estep 
Score: -5363529.000000 Penalty: 3462.905029
	Iteration 20F: 3 clusters Score -5363529 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9872 members 
Mstep: Class 2 contains 32536 members 
Entering Unmasked Estep 
Score: -5363609.500000 Penalty: 3462.905029
	Iteration 21Q: 3 clusters Score -5363610 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10059 members 
Mstep: Class 2 contains 32349 members 
Entering Unmasked Estep 
Score: -5363651.500000 Penalty: 3462.905029
	Iteration 22Q: 3 clusters Score -5363652 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10299 members 
Mstep: Class 2 contains 32109 members 
Entering Unmasked Estep 
Score: -5363747.000000 Penalty: 3462.905029
	Iteration 23Q: 3 clusters Score -5363747 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10587 members 
Mstep: Class 2 contains 31821 members 
Entering Unmasked Estep 
Score: -5363879.000000 Penalty: 3462.905029
	Iteration 24Q: 3 clusters Score -5363879 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10928 members 
Mstep: Class 2 contains 31480 members 
Entering Unmasked Estep 
Score: -5364055.000000 Penalty: 3462.905029
	Iteration 25Q: 3 clusters Score -5364055 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11325 members 
Mstep: Class 2 contains 31083 members 
Entering Unmasked Estep 
Score: -5364253.500000 Penalty: 3462.905029
	Iteration 26Q: 3 clusters Score -5364254 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11801 members 
Mstep: Class 2 contains 30607 members 
Entering Unmasked Estep 
Score: -5364506.000000 Penalty: 3462.905029
	Iteration 27Q: 3 clusters Score -5364506 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12329 members 
Mstep: Class 2 contains 30079 members 
Entering Unmasked Estep 
Score: -5364816.000000 Penalty: 3462.905029
	Iteration 28Q: 3 clusters Score -5364816 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12918 members 
Mstep: Class 2 contains 29490 members 
Entering Unmasked Estep 
Score: -5365160.500000 Penalty: 3462.905029
	Iteration 29Q: 3 clusters Score -5365160 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13534 members 
Mstep: Class 2 contains 28874 members 
Entering Unmasked Estep 
Score: -5365481.000000 Penalty: 3462.905029
	Iteration 30Q: 3 clusters Score -5365481 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14097 members 
Mstep: Class 2 contains 28311 members 
Entering Unmasked Estep 
Score: -5365735.500000 Penalty: 3462.905029
	Iteration 31Q: 3 clusters Score -5365736 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14627 members 
Mstep: Class 2 contains 27781 members 
Entering Unmasked Estep 
Score: -5365944.500000 Penalty: 3462.905029
	Iteration 32Q: 3 clusters Score -5365944 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15143 members 
Mstep: Class 2 contains 27265 members 
Entering Unmasked Estep 
Score: -5366128.500000 Penalty: 3462.905029
	Iteration 33Q: 3 clusters Score -5366128 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15606 members 
Mstep: Class 2 contains 26802 members 
Entering Unmasked Estep 
Score: -5366302.500000 Penalty: 3462.905029
	Iteration 34Q: 3 clusters Score -5366302 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16020 members 
Mstep: Class 2 contains 26388 members 
Entering Unmasked Estep 
Score: -5366417.500000 Penalty: 3462.905029
	Iteration 35Q: 3 clusters Score -5366418 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16390 members 
Mstep: Class 2 contains 26018 members 
Entering Unmasked Estep 
Score: -5366542.500000 Penalty: 3462.905029
	Iteration 36Q: 3 clusters Score -5366542 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16732 members 
Mstep: Class 2 contains 25676 members 
Entering Unmasked Estep 
Score: -5366660.500000 Penalty: 3462.905029
	Iteration 37Q: 3 clusters Score -5366660 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17041 members 
Mstep: Class 2 contains 25367 members 
Entering Unmasked Estep 
Score: -5366744.500000 Penalty: 3462.905029
	Iteration 38Q: 3 clusters Score -5366744 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17349 members 
Mstep: Class 2 contains 25059 members 
Entering Unmasked Estep 
Score: -5366849.500000 Penalty: 3462.905029
	Iteration 39Q: 3 clusters Score -5366850 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17619 members 
Mstep: Class 2 contains 24789 members 
Entering Unmasked Estep 
Score: -5367064.000000 Penalty: 3462.905029
	Iteration 40F: 3 clusters Score -5367064 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18045 members 
Mstep: Class 2 contains 24363 members 
Entering Unmasked Estep 
Score: -5367154.000000 Penalty: 3462.905029
	Iteration 41Q: 3 clusters Score -5367154 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18418 members 
Mstep: Class 2 contains 23990 members 
Entering Unmasked Estep 
Score: -5367268.000000 Penalty: 3462.905029
	Iteration 42Q: 3 clusters Score -5367268 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18725 members 
Mstep: Class 2 contains 23683 members 
Entering Unmasked Estep 
Score: -5367361.000000 Penalty: 3462.905029
	Iteration 43Q: 3 clusters Score -5367361 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18990 members 
Mstep: Class 2 contains 23418 members 
Entering Unmasked Estep 
Score: -5367404.500000 Penalty: 3462.905029
	Iteration 44Q: 3 clusters Score -5367404 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19203 members 
Mstep: Class 2 contains 23205 members 
Entering Unmasked Estep 
Score: -5367441.500000 Penalty: 3462.905029
	Iteration 45Q: 3 clusters Score -5367442 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19398 members 
Mstep: Class 2 contains 23010 members 
Entering Unmasked Estep 
Score: -5367473.000000 Penalty: 3462.905029
	Iteration 46Q: 3 clusters Score -5367473 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19570 members 
Mstep: Class 2 contains 22838 members 
Entering Unmasked Estep 
Score: -5367509.500000 Penalty: 3462.905029
	Iteration 47Q: 3 clusters Score -5367510 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19712 members 
Mstep: Class 2 contains 22696 members 
Entering Unmasked Estep 
Score: -5367518.000000 Penalty: 3462.905029
	Iteration 48Q: 3 clusters Score -5367518 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19820 members 
Mstep: Class 2 contains 22588 members 
Entering Unmasked Estep 
Score: -5367540.500000 Penalty: 3462.905029
	Iteration 49Q: 3 clusters Score -5367540 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19915 members 
Mstep: Class 2 contains 22493 members 
Entering Unmasked Estep 
Score: -5367534.000000 Penalty: 3462.905029
	Iteration 50Q: 3 clusters Score -5367534 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19989 members 
Mstep: Class 2 contains 22419 members 
Entering Unmasked Estep 
Score: -5367537.000000 Penalty: 3462.905029
	Iteration 51Q: 3 clusters Score -5367537 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20047 members 
Mstep: Class 2 contains 22361 members 
Entering Unmasked Estep 
Score: -5367544.000000 Penalty: 3462.905029
	Iteration 52Q: 3 clusters Score -5367544 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20096 members 
Mstep: Class 2 contains 22312 members 
Entering Unmasked Estep 
Score: -5367534.500000 Penalty: 3462.905029
	Iteration 53Q: 3 clusters Score -5367534 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20122 members 
Mstep: Class 2 contains 22286 members 
Entering Unmasked Estep 
Score: -5367537.500000 Penalty: 3462.905029
	Iteration 54Q: 3 clusters Score -5367538 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20150 members 
Mstep: Class 2 contains 22258 members 
Entering Unmasked Estep 
Score: -5367541.000000 Penalty: 3462.905029
	Iteration 55Q: 3 clusters Score -5367541 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20167 members 
Mstep: Class 2 contains 22241 members 
Entering Unmasked Estep 
Score: -5367544.000000 Penalty: 3462.905029
	Iteration 56Q: 3 clusters Score -5367544 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20182 members 
Mstep: Class 2 contains 22226 members 
Entering Unmasked Estep 
Score: -5367540.500000 Penalty: 3462.905029
	Iteration 57Q: 3 clusters Score -5367540 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20194 members 
Mstep: Class 2 contains 22214 members 
Entering Unmasked Estep 
Score: -5367538.500000 Penalty: 3462.905029
	Iteration 58Q: 3 clusters Score -5367538 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20206 members 
Mstep: Class 2 contains 22202 members 
Entering Unmasked Estep 
Score: -5367548.500000 Penalty: 3462.905029
	Iteration 59Q: 3 clusters Score -5367548 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20219 members 
Mstep: Class 2 contains 22189 members 
Entering Unmasked Estep 
Score: -5367548.500000 Penalty: 3462.905029
	Iteration 60F: 3 clusters Score -5367548 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20227 members 
Mstep: Class 2 contains 22181 members 
Entering Unmasked Estep 
Score: -5367545.000000 Penalty: 3462.905029
	Iteration 61Q: 3 clusters Score -5367545 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20239 members 
Mstep: Class 2 contains 22169 members 
Entering Unmasked Estep 
Score: -5367551.000000 Penalty: 3462.905029
	Iteration 62Q: 3 clusters Score -5367551 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20249 members 
Mstep: Class 2 contains 22159 members 
Entering Unmasked Estep 
Score: -5367543.500000 Penalty: 3462.905029
	Iteration 63Q: 3 clusters Score -5367544 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20261 members 
Mstep: Class 2 contains 22147 members 
Entering Unmasked Estep 
Score: -5367540.500000 Penalty: 3462.905029
	Iteration 64Q: 3 clusters Score -5367540 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20270 members 
Mstep: Class 2 contains 22138 members 
Entering Unmasked Estep 
Score: -5367543.000000 Penalty: 3462.905029
	Iteration 65Q: 3 clusters Score -5367543 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20272 members 
Mstep: Class 2 contains 22136 members 
Entering Unmasked Estep 
Score: -5367543.000000 Penalty: 3462.905029
	Iteration 66Q: 3 clusters Score -5367543 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20273 members 
Mstep: Class 2 contains 22135 members 
Entering Unmasked Estep 
Score: -5367544.000000 Penalty: 3462.905029
	Iteration 67Q: 3 clusters Score -5367544 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20274 members 
Mstep: Class 2 contains 22134 members 
Entering Unmasked Estep 
Score: -5367544.500000 Penalty: 3462.905029
	Iteration 68Q: 3 clusters Score -5367544 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20274 members 
Mstep: Class 2 contains 22134 members 
Entering Unmasked Estep 
Score: -5367544.500000 Penalty: 3462.905029
	Iteration 69F: 3 clusters Score -5367544 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 47271 members 
Mstep: Class 2 contains 5204 members 
Mstep: Class 3 contains 2107 members 
Mstep: Class 4 contains 3281 members 
Mstep: Class 5 contains 14648 members 
Mstep: Class 6 contains 1004 members 
Mstep: Class 7 contains 479 members 
Mstep: Class 8 contains 7519 members 
Mstep: Class 9 contains 22579 members 
Mstep: Class 10 contains 49864 members 
Mstep: Class 11 contains 2254 members 
Mstep: Class 12 contains 74207 members 
Mstep: Class 13 contains 18629 members 
Mstep: Class 14 contains 127752 members 
Mstep: Class 15 contains 2470 members 
Mstep: Class 16 contains 17277 members 
Mstep: Class 17 contains 9459 members 
Mstep: Class 18 contains 20154 members 
Mstep: Class 19 contains 41518 members 
Mstep: Class 20 contains 6674 members 
Mstep: Class 21 contains 10149 members 
Mstep: Class 22 contains 3246 members 
Mstep: Class 23 contains 20274 members 
Mstep: Class 24 contains 39930 members 
Mstep: Class 25 contains 7993 members 
Mstep: Class 26 contains 4026 members 
Mstep: Class 27 contains 2268 members 
Mstep: Class 28 contains 24534 members 
Mstep: Class 29 contains 397 members 
Mstep: Class 30 contains 4092 members 
Mstep: Class 31 contains 12542 members 
Mstep: Class 32 contains 16108 members 
Mstep: Class 33 contains 7913 members 
Mstep: Class 34 contains 13543 members 
Mstep: Class 35 contains 2374 members 
Mstep: Class 36 contains 11900 members 
Mstep: Class 37 contains 3507 members 
Mstep: Class 38 contains 11867 members 
Mstep: Class 39 contains 36396 members 
Mstep: Class 40 contains 21718 members 
Mstep: Class 41 contains 1385 members 
Mstep: Class 42 contains 24698 members 
Mstep: Class 43 contains 4427 members 
Mstep: Class 44 contains 3228 members 
Mstep: Class 45 contains 4682 members 
Mstep: Class 46 contains 2350 members 
Mstep: Class 47 contains 25800 members 
Mstep: Class 48 contains 806 members 
Mstep: Class 49 contains 1944 members 
Mstep: Class 50 contains 22134 members 
Entering Unmasked Estep 
Score: -100298280.000000 Penalty: 110644.859375
Splitting cluster 23 changes total score from -100297904.000000 to -100298280.000000
So it's getting split into cluster 50.
Entering ConstructFrom: 
Trying to split cluster 24 (39930 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39930 members 
Entering Unmasked Estep 
Score: -5048315.000000 Penalty: 1721.668457
	Iteration 0F: 2 clusters Score -5048315 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19991 members 
Mstep: Class 2 contains 19939 members 
Entering Unmasked Estep 
Score: -5021585.500000 Penalty: 3443.336914
	Iteration 0F: 3 clusters Score -5021586 nChanged 18685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21022 members 
Mstep: Class 2 contains 18908 members 
Entering Unmasked Estep 
Score: -5032196.000000 Penalty: 3443.336914
	Iteration 1F: 3 clusters Score -5032196 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21646 members 
Mstep: Class 2 contains 18284 members 
Entering Unmasked Estep 
Score: -5032814.000000 Penalty: 3443.336914
	Iteration 2Q: 3 clusters Score -5032814 nChanged 1902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22524 members 
Mstep: Class 2 contains 17406 members 
Entering Unmasked Estep 
Score: -5033566.500000 Penalty: 3443.336914
	Iteration 3Q: 3 clusters Score -5033566 nChanged 2093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23783 members 
Mstep: Class 2 contains 16147 members 
Entering Unmasked Estep 
Score: -5034514.000000 Penalty: 3443.336914
	Iteration 4F: 3 clusters Score -5034514 nChanged 2335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25394 members 
Mstep: Class 2 contains 14536 members 
Entering Unmasked Estep 
Score: -5035764.500000 Penalty: 3443.336914
	Iteration 5F: 3 clusters Score -5035764 nChanged 2455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27299 members 
Mstep: Class 2 contains 12631 members 
Entering Unmasked Estep 
Score: -5037170.000000 Penalty: 3443.336914
	Iteration 6F: 3 clusters Score -5037170 nChanged 2471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29432 members 
Mstep: Class 2 contains 10498 members 
Entering Unmasked Estep 
Score: -5038719.000000 Penalty: 3443.336914
	Iteration 7F: 3 clusters Score -5038719 nChanged 2316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31592 members 
Mstep: Class 2 contains 8338 members 
Entering Unmasked Estep 
Score: -5040177.000000 Penalty: 3443.336914
	Iteration 8F: 3 clusters Score -5040177 nChanged 2024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33578 members 
Mstep: Class 2 contains 6352 members 
Entering Unmasked Estep 
Score: -5041557.000000 Penalty: 3443.336914
	Iteration 9F: 3 clusters Score -5041557 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35397 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -5042912.500000 Penalty: 3443.336914
	Iteration 10Q: 3 clusters Score -5042912 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36945 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -5044176.500000 Penalty: 3443.336914
	Iteration 11Q: 3 clusters Score -5044176 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38179 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -5045285.000000 Penalty: 3443.336914
	Iteration 12Q: 3 clusters Score -5045285 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38987 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -5045994.000000 Penalty: 3443.336914
	Iteration 13Q: 3 clusters Score -5045994 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39389 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -5046390.000000 Penalty: 3443.336914
	Iteration 14Q: 3 clusters Score -5046390 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39556 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -5046564.500000 Penalty: 3443.336914
	Iteration 15Q: 3 clusters Score -5046564 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39620 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -5046653.000000 Penalty: 3443.336914
	Iteration 16Q: 3 clusters Score -5046653 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39651 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -5046690.500000 Penalty: 3443.336914
	Iteration 17Q: 3 clusters Score -5046690 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39672 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -5046711.500000 Penalty: 3443.336914
	Iteration 18Q: 3 clusters Score -5046712 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39684 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -5046719.500000 Penalty: 3443.336914
	Iteration 19Q: 3 clusters Score -5046720 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39693 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -5046736.000000 Penalty: 3443.336914
	Iteration 20F: 3 clusters Score -5046736 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39697 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -5046749.000000 Penalty: 3443.336914
	Iteration 21Q: 3 clusters Score -5046749 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39703 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -5046757.000000 Penalty: 3443.336914
	Iteration 22Q: 3 clusters Score -5046757 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39707 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -5046762.500000 Penalty: 3443.336914
	Iteration 23Q: 3 clusters Score -5046762 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39707 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -5046762.500000 Penalty: 3443.336914
	Iteration 24Q: 3 clusters Score -5046762 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39708 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -5046769.000000 Penalty: 3443.336914
	Iteration 25Q: 3 clusters Score -5046769 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39708 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -5046769.000000 Penalty: 3443.336914
	Iteration 26F: 3 clusters Score -5046769 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (7993 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7993 members 
Entering Unmasked Estep 
Score: -1001542.312500 Penalty: 1460.277222
	Iteration 0F: 2 clusters Score -1001542 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -995708.187500 Penalty: 2920.554443
	Iteration 0F: 3 clusters Score -995708.2 nChanged 3330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -997373.312500 Penalty: 2920.554443
	Iteration 1F: 3 clusters Score -997373.3 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -997568.000000 Penalty: 2920.554443
	Iteration 2F: 3 clusters Score -997568 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -997689.312500 Penalty: 2920.554443
	Iteration 3Q: 3 clusters Score -997689.3 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -997818.187500 Penalty: 2920.554443
	Iteration 4Q: 3 clusters Score -997818.2 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -997949.000000 Penalty: 2920.554443
	Iteration 5Q: 3 clusters Score -997949 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -998081.062500 Penalty: 2920.554443
	Iteration 6Q: 3 clusters Score -998081.1 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -998226.000000 Penalty: 2920.554443
	Iteration 7Q: 3 clusters Score -998226 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -998388.062500 Penalty: 2920.554443
	Iteration 8Q: 3 clusters Score -998388.1 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -998564.875000 Penalty: 2920.554443
	Iteration 9Q: 3 clusters Score -998564.9 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -998770.125000 Penalty: 2920.554443
	Iteration 10Q: 3 clusters Score -998770.1 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5814 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -998977.437500 Penalty: 2920.554443
	Iteration 11Q: 3 clusters Score -998977.4 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6115 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -999200.937500 Penalty: 2920.554443
	Iteration 12Q: 3 clusters Score -999200.9 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6421 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -999430.125000 Penalty: 2920.554443
	Iteration 13Q: 3 clusters Score -999430.1 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6671 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -999615.937500 Penalty: 2920.554443
	Iteration 14Q: 3 clusters Score -999615.9 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6880 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -999768.187500 Penalty: 2920.554443
	Iteration 15Q: 3 clusters Score -999768.2 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7039 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -999895.000000 Penalty: 2920.554443
	Iteration 16Q: 3 clusters Score -999895 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7153 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -999986.875000 Penalty: 2920.554443
	Iteration 17Q: 3 clusters Score -999986.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7250 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -1000074.625000 Penalty: 2920.554443
	Iteration 18Q: 3 clusters Score -1000075 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7319 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -1000139.000000 Penalty: 2920.554443
	Iteration 19Q: 3 clusters Score -1000139 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7366 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -1000187.250000 Penalty: 2920.554443
	Iteration 20F: 3 clusters Score -1000187 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7398 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -1000222.812500 Penalty: 2920.554443
	Iteration 21Q: 3 clusters Score -1000223 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7431 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -1000256.250000 Penalty: 2920.554443
	Iteration 22Q: 3 clusters Score -1000256 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7455 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -1000273.375000 Penalty: 2920.554443
	Iteration 23Q: 3 clusters Score -1000273 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7470 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -1000288.375000 Penalty: 2920.554443
	Iteration 24Q: 3 clusters Score -1000288 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7475 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -1000296.562500 Penalty: 2920.554443
	Iteration 25Q: 3 clusters Score -1000297 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7478 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -1000300.562500 Penalty: 2920.554443
	Iteration 26Q: 3 clusters Score -1000301 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7483 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -1000304.625000 Penalty: 2920.554443
	Iteration 27Q: 3 clusters Score -1000305 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7491 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -1000308.875000 Penalty: 2920.554443
	Iteration 28Q: 3 clusters Score -1000309 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7496 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -1000312.562500 Penalty: 2920.554443
	Iteration 29Q: 3 clusters Score -1000313 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7498 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -1000313.875000 Penalty: 2920.554443
	Iteration 30Q: 3 clusters Score -1000314 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7499 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -1000314.375000 Penalty: 2920.554443
	Iteration 31Q: 3 clusters Score -1000314 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7498 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -1000315.937500 Penalty: 2920.554443
	Iteration 32Q: 3 clusters Score -1000316 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7500 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -1000316.437500 Penalty: 2920.554443
	Iteration 33Q: 3 clusters Score -1000316 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7502 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -1000316.062500 Penalty: 2920.554443
	Iteration 34Q: 3 clusters Score -1000316 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7502 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -1000316.062500 Penalty: 2920.554443
	Iteration 35F: 3 clusters Score -1000316 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (4026 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Entering Unmasked Estep 
Score: -491823.468750 Penalty: 1348.835938
	Iteration 0F: 2 clusters Score -491823.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -488469.750000 Penalty: 2697.671875
	Iteration 0F: 3 clusters Score -488469.8 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -489365.031250 Penalty: 2697.671875
	Iteration 1F: 3 clusters Score -489365 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -489548.562500 Penalty: 2697.671875
	Iteration 2F: 3 clusters Score -489548.6 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -489661.718750 Penalty: 2697.671875
	Iteration 3F: 3 clusters Score -489661.7 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -489733.062500 Penalty: 2697.671875
	Iteration 4Q: 3 clusters Score -489733.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -489789.281250 Penalty: 2697.671875
	Iteration 5Q: 3 clusters Score -489789.3 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -489842.468750 Penalty: 2697.671875
	Iteration 6Q: 3 clusters Score -489842.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -489872.812500 Penalty: 2697.671875
	Iteration 7Q: 3 clusters Score -489872.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -489899.562500 Penalty: 2697.671875
	Iteration 8Q: 3 clusters Score -489899.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -489934.718750 Penalty: 2697.671875
	Iteration 9Q: 3 clusters Score -489934.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -489971.562500 Penalty: 2697.671875
	Iteration 10Q: 3 clusters Score -489971.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -490018.031250 Penalty: 2697.671875
	Iteration 11Q: 3 clusters Score -490018 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -490069.218750 Penalty: 2697.671875
	Iteration 12Q: 3 clusters Score -490069.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -490129.281250 Penalty: 2697.671875
	Iteration 13Q: 3 clusters Score -490129.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -490199.343750 Penalty: 2697.671875
	Iteration 14Q: 3 clusters Score -490199.3 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -490258.437500 Penalty: 2697.671875
	Iteration 15Q: 3 clusters Score -490258.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -490304.312500 Penalty: 2697.671875
	Iteration 16Q: 3 clusters Score -490304.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -490353.937500 Penalty: 2697.671875
	Iteration 17Q: 3 clusters Score -490353.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -490404.437500 Penalty: 2697.671875
	Iteration 18Q: 3 clusters Score -490404.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -490453.437500 Penalty: 2697.671875
	Iteration 19Q: 3 clusters Score -490453.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -490513.718750 Penalty: 2697.671875
	Iteration 20F: 3 clusters Score -490513.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -490558.625000 Penalty: 2697.671875
	Iteration 21Q: 3 clusters Score -490558.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -490593.531250 Penalty: 2697.671875
	Iteration 22Q: 3 clusters Score -490593.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -490642.531250 Penalty: 2697.671875
	Iteration 23Q: 3 clusters Score -490642.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -490693.437500 Penalty: 2697.671875
	Iteration 24Q: 3 clusters Score -490693.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -490751.156250 Penalty: 2697.671875
	Iteration 25Q: 3 clusters Score -490751.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -490810.687500 Penalty: 2697.671875
	Iteration 26Q: 3 clusters Score -490810.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -490855.062500 Penalty: 2697.671875
	Iteration 27Q: 3 clusters Score -490855.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -490909.968750 Penalty: 2697.671875
	Iteration 28Q: 3 clusters Score -490910 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -490990.500000 Penalty: 2697.671875
	Iteration 29Q: 3 clusters Score -490990.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -491070.812500 Penalty: 2697.671875
	Iteration 30Q: 3 clusters Score -491070.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -491145.750000 Penalty: 2697.671875
	Iteration 31Q: 3 clusters Score -491145.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -491219.906250 Penalty: 2697.671875
	Iteration 32Q: 3 clusters Score -491219.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -491274.875000 Penalty: 2697.671875
	Iteration 33Q: 3 clusters Score -491274.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -491305.968750 Penalty: 2697.671875
	Iteration 34Q: 3 clusters Score -491306 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -491327.937500 Penalty: 2697.671875
	Iteration 35Q: 3 clusters Score -491327.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -491347.125000 Penalty: 2697.671875
	Iteration 36Q: 3 clusters Score -491347.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -491360.468750 Penalty: 2697.671875
	Iteration 37Q: 3 clusters Score -491360.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -491368.375000 Penalty: 2697.671875
	Iteration 38Q: 3 clusters Score -491368.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -491372.687500 Penalty: 2697.671875
	Iteration 39Q: 3 clusters Score -491372.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -491385.437500 Penalty: 2697.671875
	Iteration 40F: 3 clusters Score -491385.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -491390.906250 Penalty: 2697.671875
	Iteration 41Q: 3 clusters Score -491390.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -491394.093750 Penalty: 2697.671875
	Iteration 42Q: 3 clusters Score -491394.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -491396.031250 Penalty: 2697.671875
	Iteration 43Q: 3 clusters Score -491396 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -491396.031250 Penalty: 2697.671875
	Iteration 44F: 3 clusters Score -491396 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (2268 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Entering Unmasked Estep 
Score: -280879.218750 Penalty: 1255.581177
	Iteration 0F: 2 clusters Score -280879.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -278619.437500 Penalty: 2511.162354
	Iteration 0F: 3 clusters Score -278619.4 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -279117.750000 Penalty: 2511.162354
	Iteration 1F: 3 clusters Score -279117.8 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -279233.031250 Penalty: 2511.162354
	Iteration 2F: 3 clusters Score -279233 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -279306.500000 Penalty: 2511.162354
	Iteration 3Q: 3 clusters Score -279306.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -279360.218750 Penalty: 2511.162354
	Iteration 4Q: 3 clusters Score -279360.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -279420.031250 Penalty: 2511.162354
	Iteration 5Q: 3 clusters Score -279420 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -279461.218750 Penalty: 2511.162354
	Iteration 6Q: 3 clusters Score -279461.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -279488.906250 Penalty: 2511.162354
	Iteration 7Q: 3 clusters Score -279488.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -279518.156250 Penalty: 2511.162354
	Iteration 8Q: 3 clusters Score -279518.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -279541.156250 Penalty: 2511.162354
	Iteration 9Q: 3 clusters Score -279541.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -279561.843750 Penalty: 2511.162354
	Iteration 10Q: 3 clusters Score -279561.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -279579.343750 Penalty: 2511.162354
	Iteration 11Q: 3 clusters Score -279579.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -279603.406250 Penalty: 2511.162354
	Iteration 12Q: 3 clusters Score -279603.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -279624.187500 Penalty: 2511.162354
	Iteration 13Q: 3 clusters Score -279624.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -279645.718750 Penalty: 2511.162354
	Iteration 14Q: 3 clusters Score -279645.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -279669.562500 Penalty: 2511.162354
	Iteration 15Q: 3 clusters Score -279669.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -279688.468750 Penalty: 2511.162354
	Iteration 16Q: 3 clusters Score -279688.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -279702.531250 Penalty: 2511.162354
	Iteration 17Q: 3 clusters Score -279702.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -279714.250000 Penalty: 2511.162354
	Iteration 18Q: 3 clusters Score -279714.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -279722.500000 Penalty: 2511.162354
	Iteration 19Q: 3 clusters Score -279722.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -279728.750000 Penalty: 2511.162354
	Iteration 20F: 3 clusters Score -279728.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -279733.718750 Penalty: 2511.162354
	Iteration 21Q: 3 clusters Score -279733.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -279739.781250 Penalty: 2511.162354
	Iteration 22Q: 3 clusters Score -279739.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -279744.562500 Penalty: 2511.162354
	Iteration 23Q: 3 clusters Score -279744.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -279746.937500 Penalty: 2511.162354
	Iteration 24Q: 3 clusters Score -279746.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -279749.750000 Penalty: 2511.162354
	Iteration 25Q: 3 clusters Score -279749.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -279752.531250 Penalty: 2511.162354
	Iteration 26Q: 3 clusters Score -279752.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -279757.093750 Penalty: 2511.162354
	Iteration 27Q: 3 clusters Score -279757.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -279763.406250 Penalty: 2511.162354
	Iteration 28Q: 3 clusters Score -279763.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -279772.125000 Penalty: 2511.162354
	Iteration 29Q: 3 clusters Score -279772.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -279781.593750 Penalty: 2511.162354
	Iteration 30Q: 3 clusters Score -279781.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -279786.687500 Penalty: 2511.162354
	Iteration 31Q: 3 clusters Score -279786.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -279791.218750 Penalty: 2511.162354
	Iteration 32Q: 3 clusters Score -279791.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -279795.250000 Penalty: 2511.162354
	Iteration 33Q: 3 clusters Score -279795.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -279800.156250 Penalty: 2511.162354
	Iteration 34Q: 3 clusters Score -279800.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -279805.875000 Penalty: 2511.162354
	Iteration 35Q: 3 clusters Score -279805.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -279807.343750 Penalty: 2511.162354
	Iteration 36Q: 3 clusters Score -279807.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -279807.937500 Penalty: 2511.162354
	Iteration 37Q: 3 clusters Score -279807.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -279807.937500 Penalty: 2511.162354
	Iteration 38F: 3 clusters Score -279807.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (24534 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24534 members 
Entering Unmasked Estep 
Score: -3042571.500000 Penalty: 1642.519897
	Iteration 0F: 2 clusters Score -3042572 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12472 members 
Mstep: Class 2 contains 12062 members 
Entering Unmasked Estep 
Score: -3025916.500000 Penalty: 3285.039795
	Iteration 0F: 3 clusters Score -3025916 nChanged 11342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13978 members 
Mstep: Class 2 contains 10556 members 
Entering Unmasked Estep 
Score: -3032556.500000 Penalty: 3285.039795
	Iteration 1F: 3 clusters Score -3032556 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15111 members 
Mstep: Class 2 contains 9423 members 
Entering Unmasked Estep 
Score: -3033691.000000 Penalty: 3285.039795
	Iteration 2F: 3 clusters Score -3033691 nChanged 1983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16598 members 
Mstep: Class 2 contains 7936 members 
Entering Unmasked Estep 
Score: -3035387.250000 Penalty: 3285.039795
	Iteration 3F: 3 clusters Score -3035387 nChanged 2217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18363 members 
Mstep: Class 2 contains 6171 members 
Entering Unmasked Estep 
Score: -3037486.000000 Penalty: 3285.039795
	Iteration 4F: 3 clusters Score -3037486 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19880 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -3039231.000000 Penalty: 3285.039795
	Iteration 5F: 3 clusters Score -3039231 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20939 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -3040404.000000 Penalty: 3285.039795
	Iteration 6F: 3 clusters Score -3040404 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21593 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -3041076.500000 Penalty: 3285.039795
	Iteration 7Q: 3 clusters Score -3041076 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21977 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -3041411.000000 Penalty: 3285.039795
	Iteration 8Q: 3 clusters Score -3041411 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22279 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -3041609.250000 Penalty: 3285.039795
	Iteration 9Q: 3 clusters Score -3041609 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22502 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -3041763.000000 Penalty: 3285.039795
	Iteration 10Q: 3 clusters Score -3041763 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22664 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -3041878.750000 Penalty: 3285.039795
	Iteration 11Q: 3 clusters Score -3041879 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22792 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -3041955.000000 Penalty: 3285.039795
	Iteration 12Q: 3 clusters Score -3041955 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22909 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -3042044.000000 Penalty: 3285.039795
	Iteration 13Q: 3 clusters Score -3042044 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23000 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -3042092.500000 Penalty: 3285.039795
	Iteration 14Q: 3 clusters Score -3042092 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23070 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -3042131.500000 Penalty: 3285.039795
	Iteration 15Q: 3 clusters Score -3042132 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23132 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -3042160.000000 Penalty: 3285.039795
	Iteration 16Q: 3 clusters Score -3042160 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23181 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -3042181.000000 Penalty: 3285.039795
	Iteration 17Q: 3 clusters Score -3042181 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23226 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -3042200.750000 Penalty: 3285.039795
	Iteration 18Q: 3 clusters Score -3042201 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23259 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -3042214.250000 Penalty: 3285.039795
	Iteration 19Q: 3 clusters Score -3042214 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23284 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -3042230.750000 Penalty: 3285.039795
	Iteration 20F: 3 clusters Score -3042231 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23311 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -3042245.500000 Penalty: 3285.039795
	Iteration 21Q: 3 clusters Score -3042246 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23340 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -3042257.250000 Penalty: 3285.039795
	Iteration 22Q: 3 clusters Score -3042257 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23357 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -3042257.750000 Penalty: 3285.039795
	Iteration 23Q: 3 clusters Score -3042258 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23371 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -3042271.250000 Penalty: 3285.039795
	Iteration 24Q: 3 clusters Score -3042271 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23382 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -3042273.500000 Penalty: 3285.039795
	Iteration 25Q: 3 clusters Score -3042274 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23391 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -3042272.000000 Penalty: 3285.039795
	Iteration 26Q: 3 clusters Score -3042272 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23397 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -3042281.500000 Penalty: 3285.039795
	Iteration 27Q: 3 clusters Score -3042282 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23403 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -3042281.000000 Penalty: 3285.039795
	Iteration 28Q: 3 clusters Score -3042281 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23406 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -3042283.750000 Penalty: 3285.039795
	Iteration 29Q: 3 clusters Score -3042284 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23407 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -3042282.000000 Penalty: 3285.039795
	Iteration 30Q: 3 clusters Score -3042282 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23408 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -3042281.000000 Penalty: 3285.039795
	Iteration 31Q: 3 clusters Score -3042281 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23409 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -3042278.500000 Penalty: 3285.039795
	Iteration 32Q: 3 clusters Score -3042278 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23412 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -3042286.000000 Penalty: 3285.039795
	Iteration 33Q: 3 clusters Score -3042286 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23416 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -3042285.750000 Penalty: 3285.039795
	Iteration 34Q: 3 clusters Score -3042286 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23418 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -3042287.500000 Penalty: 3285.039795
	Iteration 35Q: 3 clusters Score -3042288 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23422 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -3042292.250000 Penalty: 3285.039795
	Iteration 36Q: 3 clusters Score -3042292 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23422 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -3042292.250000 Penalty: 3285.039795
	Iteration 37F: 3 clusters Score -3042292 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (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: -41482.277344 Penalty: 972.389648
	Iteration 0F: 2 clusters Score -41482.28 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 211 members 
Entering Unmasked Estep 
Score: -40584.703125 Penalty: 1944.779297
	Iteration 0F: 3 clusters Score -40584.7 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -40876.125000 Penalty: 1944.779297
	Iteration 1F: 3 clusters Score -40876.12 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -41004.019531 Penalty: 1944.779297
	Iteration 2F: 3 clusters Score -41004.02 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -41112.687500 Penalty: 1944.779297
	Iteration 3F: 3 clusters Score -41112.69 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -41185.898438 Penalty: 1944.779297
	Iteration 4Q: 3 clusters Score -41185.9 nChanged 11
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: -41233.691406 Penalty: 1944.779297
	Iteration 5Q: 3 clusters Score -41233.69 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -41244.175781 Penalty: 1944.779297
	Iteration 6Q: 3 clusters Score -41244.18 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -41257.660156 Penalty: 1944.779297
	Iteration 7Q: 3 clusters Score -41257.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -41266.777344 Penalty: 1944.779297
	Iteration 8Q: 3 clusters Score -41266.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -41270.347656 Penalty: 1944.779297
	Iteration 9Q: 3 clusters Score -41270.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -41273.636719 Penalty: 1944.779297
	Iteration 10Q: 3 clusters Score -41273.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -41281.187500 Penalty: 1944.779297
	Iteration 11Q: 3 clusters Score -41281.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -41285.484375 Penalty: 1944.779297
	Iteration 12Q: 3 clusters Score -41285.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -41286.929688 Penalty: 1944.779297
	Iteration 13Q: 3 clusters Score -41286.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -41286.929688 Penalty: 1944.779297
	Iteration 14F: 3 clusters Score -41286.93 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (4092 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Entering Unmasked Estep 
Score: -484405.718750 Penalty: 1351.478149
	Iteration 0F: 2 clusters Score -484405.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -480952.750000 Penalty: 2702.956299
	Iteration 0F: 3 clusters Score -480952.8 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -481985.281250 Penalty: 2702.956299
	Iteration 1F: 3 clusters Score -481985.3 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -482234.093750 Penalty: 2702.956299
	Iteration 2F: 3 clusters Score -482234.1 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -482436.812500 Penalty: 2702.956299
	Iteration 3F: 3 clusters Score -482436.8 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -482633.562500 Penalty: 2702.956299
	Iteration 4F: 3 clusters Score -482633.6 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -482817.593750 Penalty: 2702.956299
	Iteration 5F: 3 clusters Score -482817.6 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -482977.562500 Penalty: 2702.956299
	Iteration 6Q: 3 clusters Score -482977.6 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -483087.937500 Penalty: 2702.956299
	Iteration 7Q: 3 clusters Score -483087.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -483181.156250 Penalty: 2702.956299
	Iteration 8Q: 3 clusters Score -483181.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -483259.187500 Penalty: 2702.956299
	Iteration 9Q: 3 clusters Score -483259.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -483325.406250 Penalty: 2702.956299
	Iteration 10Q: 3 clusters Score -483325.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -483376.687500 Penalty: 2702.956299
	Iteration 11Q: 3 clusters Score -483376.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -483404.062500 Penalty: 2702.956299
	Iteration 12Q: 3 clusters Score -483404.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -483425.000000 Penalty: 2702.956299
	Iteration 13Q: 3 clusters Score -483425 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -483445.281250 Penalty: 2702.956299
	Iteration 14Q: 3 clusters Score -483445.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -483464.750000 Penalty: 2702.956299
	Iteration 15Q: 3 clusters Score -483464.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -483485.281250 Penalty: 2702.956299
	Iteration 16Q: 3 clusters Score -483485.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -483508.875000 Penalty: 2702.956299
	Iteration 17Q: 3 clusters Score -483508.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -483533.843750 Penalty: 2702.956299
	Iteration 18Q: 3 clusters Score -483533.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -483557.000000 Penalty: 2702.956299
	Iteration 19Q: 3 clusters Score -483557 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -483575.031250 Penalty: 2702.956299
	Iteration 20F: 3 clusters Score -483575 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -483595.625000 Penalty: 2702.956299
	Iteration 21Q: 3 clusters Score -483595.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -483617.812500 Penalty: 2702.956299
	Iteration 22Q: 3 clusters Score -483617.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -483637.687500 Penalty: 2702.956299
	Iteration 23Q: 3 clusters Score -483637.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -483655.968750 Penalty: 2702.956299
	Iteration 24Q: 3 clusters Score -483656 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -483685.343750 Penalty: 2702.956299
	Iteration 25Q: 3 clusters Score -483685.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -483742.656250 Penalty: 2702.956299
	Iteration 26Q: 3 clusters Score -483742.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -483818.406250 Penalty: 2702.956299
	Iteration 27Q: 3 clusters Score -483818.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -483866.406250 Penalty: 2702.956299
	Iteration 28Q: 3 clusters Score -483866.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -483881.062500 Penalty: 2702.956299
	Iteration 29Q: 3 clusters Score -483881.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -483898.906250 Penalty: 2702.956299
	Iteration 30Q: 3 clusters Score -483898.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -483916.000000 Penalty: 2702.956299
	Iteration 31Q: 3 clusters Score -483916 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -483928.718750 Penalty: 2702.956299
	Iteration 32Q: 3 clusters Score -483928.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -483934.437500 Penalty: 2702.956299
	Iteration 33Q: 3 clusters Score -483934.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -483937.250000 Penalty: 2702.956299
	Iteration 34Q: 3 clusters Score -483937.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -483941.156250 Penalty: 2702.956299
	Iteration 35Q: 3 clusters Score -483941.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -483946.187500 Penalty: 2702.956299
	Iteration 36Q: 3 clusters Score -483946.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -483951.312500 Penalty: 2702.956299
	Iteration 37Q: 3 clusters Score -483951.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -483953.937500 Penalty: 2702.956299
	Iteration 38Q: 3 clusters Score -483953.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -483958.562500 Penalty: 2702.956299
	Iteration 39Q: 3 clusters Score -483958.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -483959.875000 Penalty: 2702.956299
	Iteration 40F: 3 clusters Score -483959.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -483960.875000 Penalty: 2702.956299
	Iteration 41Q: 3 clusters Score -483960.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -483962.062500 Penalty: 2702.956299
	Iteration 42Q: 3 clusters Score -483962.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -483962.250000 Penalty: 2702.956299
	Iteration 43Q: 3 clusters Score -483962.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -483962.250000 Penalty: 2702.956299
	Iteration 44F: 3 clusters Score -483962.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (12542 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12542 members 
Entering Unmasked Estep 
Score: -1599145.875000 Penalty: 1533.486206
	Iteration 0F: 2 clusters Score -1599146 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6252 members 
Mstep: Class 2 contains 6290 members 
Entering Unmasked Estep 
Score: -1590346.250000 Penalty: 3066.972412
	Iteration 0F: 3 clusters Score -1590346 nChanged 5510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6138 members 
Mstep: Class 2 contains 6404 members 
Entering Unmasked Estep 
Score: -1593232.375000 Penalty: 3066.972412
	Iteration 1F: 3 clusters Score -1593232 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6047 members 
Mstep: Class 2 contains 6495 members 
Entering Unmasked Estep 
Score: -1593586.250000 Penalty: 3066.972412
	Iteration 2F: 3 clusters Score -1593586 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5942 members 
Mstep: Class 2 contains 6600 members 
Entering Unmasked Estep 
Score: -1593920.125000 Penalty: 3066.972412
	Iteration 3F: 3 clusters Score -1593920 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5794 members 
Mstep: Class 2 contains 6748 members 
Entering Unmasked Estep 
Score: -1594259.625000 Penalty: 3066.972412
	Iteration 4F: 3 clusters Score -1594260 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5625 members 
Mstep: Class 2 contains 6917 members 
Entering Unmasked Estep 
Score: -1594575.000000 Penalty: 3066.972412
	Iteration 5F: 3 clusters Score -1594575 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5384 members 
Mstep: Class 2 contains 7158 members 
Entering Unmasked Estep 
Score: -1594889.500000 Penalty: 3066.972412
	Iteration 6F: 3 clusters Score -1594890 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 7430 members 
Entering Unmasked Estep 
Score: -1595178.625000 Penalty: 3066.972412
	Iteration 7Q: 3 clusters Score -1595179 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 7717 members 
Entering Unmasked Estep 
Score: -1595433.000000 Penalty: 3066.972412
	Iteration 8Q: 3 clusters Score -1595433 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 8053 members 
Entering Unmasked Estep 
Score: -1595701.250000 Penalty: 3066.972412
	Iteration 9Q: 3 clusters Score -1595701 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 8438 members 
Entering Unmasked Estep 
Score: -1596011.250000 Penalty: 3066.972412
	Iteration 10Q: 3 clusters Score -1596011 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 8818 members 
Entering Unmasked Estep 
Score: -1596302.625000 Penalty: 3066.972412
	Iteration 11Q: 3 clusters Score -1596303 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 9143 members 
Entering Unmasked Estep 
Score: -1596547.375000 Penalty: 3066.972412
	Iteration 12Q: 3 clusters Score -1596547 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 9432 members 
Entering Unmasked Estep 
Score: -1596777.250000 Penalty: 3066.972412
	Iteration 13Q: 3 clusters Score -1596777 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 9699 members 
Entering Unmasked Estep 
Score: -1597016.625000 Penalty: 3066.972412
	Iteration 14Q: 3 clusters Score -1597017 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 9940 members 
Entering Unmasked Estep 
Score: -1597242.875000 Penalty: 3066.972412
	Iteration 15Q: 3 clusters Score -1597243 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 10119 members 
Entering Unmasked Estep 
Score: -1597394.000000 Penalty: 3066.972412
	Iteration 16Q: 3 clusters Score -1597394 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 10279 members 
Entering Unmasked Estep 
Score: -1597492.375000 Penalty: 3066.972412
	Iteration 17Q: 3 clusters Score -1597492 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 10420 members 
Entering Unmasked Estep 
Score: -1597571.375000 Penalty: 3066.972412
	Iteration 18Q: 3 clusters Score -1597571 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 10557 members 
Entering Unmasked Estep 
Score: -1597631.375000 Penalty: 3066.972412
	Iteration 19Q: 3 clusters Score -1597631 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 10676 members 
Entering Unmasked Estep 
Score: -1597683.875000 Penalty: 3066.972412
	Iteration 20F: 3 clusters Score -1597684 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 10761 members 
Entering Unmasked Estep 
Score: -1597711.750000 Penalty: 3066.972412
	Iteration 21Q: 3 clusters Score -1597712 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 10823 members 
Entering Unmasked Estep 
Score: -1597731.500000 Penalty: 3066.972412
	Iteration 22Q: 3 clusters Score -1597732 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 10882 members 
Entering Unmasked Estep 
Score: -1597758.125000 Penalty: 3066.972412
	Iteration 23Q: 3 clusters Score -1597758 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 10944 members 
Entering Unmasked Estep 
Score: -1597783.875000 Penalty: 3066.972412
	Iteration 24Q: 3 clusters Score -1597784 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 10996 members 
Entering Unmasked Estep 
Score: -1597810.125000 Penalty: 3066.972412
	Iteration 25Q: 3 clusters Score -1597810 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 11037 members 
Entering Unmasked Estep 
Score: -1597818.250000 Penalty: 3066.972412
	Iteration 26Q: 3 clusters Score -1597818 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 11070 members 
Entering Unmasked Estep 
Score: -1597825.125000 Penalty: 3066.972412
	Iteration 27Q: 3 clusters Score -1597825 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 11105 members 
Entering Unmasked Estep 
Score: -1597833.000000 Penalty: 3066.972412
	Iteration 28Q: 3 clusters Score -1597833 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 11136 members 
Entering Unmasked Estep 
Score: -1597842.750000 Penalty: 3066.972412
	Iteration 29Q: 3 clusters Score -1597843 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 11163 members 
Entering Unmasked Estep 
Score: -1597851.375000 Penalty: 3066.972412
	Iteration 30Q: 3 clusters Score -1597851 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 11186 members 
Entering Unmasked Estep 
Score: -1597857.875000 Penalty: 3066.972412
	Iteration 31Q: 3 clusters Score -1597858 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 11204 members 
Entering Unmasked Estep 
Score: -1597861.750000 Penalty: 3066.972412
	Iteration 32Q: 3 clusters Score -1597862 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 11219 members 
Entering Unmasked Estep 
Score: -1597866.750000 Penalty: 3066.972412
	Iteration 33Q: 3 clusters Score -1597867 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 11230 members 
Entering Unmasked Estep 
Score: -1597869.875000 Penalty: 3066.972412
	Iteration 34Q: 3 clusters Score -1597870 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 11246 members 
Entering Unmasked Estep 
Score: -1597872.500000 Penalty: 3066.972412
	Iteration 35Q: 3 clusters Score -1597872 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 11260 members 
Entering Unmasked Estep 
Score: -1597872.875000 Penalty: 3066.972412
	Iteration 36Q: 3 clusters Score -1597873 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 11271 members 
Entering Unmasked Estep 
Score: -1597879.375000 Penalty: 3066.972412
	Iteration 37Q: 3 clusters Score -1597879 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 11286 members 
Entering Unmasked Estep 
Score: -1597881.000000 Penalty: 3066.972412
	Iteration 38Q: 3 clusters Score -1597881 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 11301 members 
Entering Unmasked Estep 
Score: -1597887.750000 Penalty: 3066.972412
	Iteration 39Q: 3 clusters Score -1597888 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 11313 members 
Entering Unmasked Estep 
Score: -1597886.875000 Penalty: 3066.972412
	Iteration 40F: 3 clusters Score -1597887 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 11322 members 
Entering Unmasked Estep 
Score: -1597886.000000 Penalty: 3066.972412
	Iteration 41Q: 3 clusters Score -1597886 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 11329 members 
Entering Unmasked Estep 
Score: -1597887.125000 Penalty: 3066.972412
	Iteration 42Q: 3 clusters Score -1597887 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 11332 members 
Entering Unmasked Estep 
Score: -1597887.750000 Penalty: 3066.972412
	Iteration 43Q: 3 clusters Score -1597888 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 11333 members 
Entering Unmasked Estep 
Score: -1597887.000000 Penalty: 3066.972412
	Iteration 44Q: 3 clusters Score -1597887 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 11335 members 
Entering Unmasked Estep 
Score: -1597889.250000 Penalty: 3066.972412
	Iteration 45Q: 3 clusters Score -1597889 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 11336 members 
Entering Unmasked Estep 
Score: -1597888.375000 Penalty: 3066.972412
	Iteration 46Q: 3 clusters Score -1597888 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 11336 members 
Entering Unmasked Estep 
Score: -1597888.375000 Penalty: 3066.972412
	Iteration 47F: 3 clusters Score -1597888 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (16108 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16108 members 
Entering Unmasked Estep 
Score: -2040168.750000 Penalty: 1574.149048
	Iteration 0F: 2 clusters Score -2040169 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8107 members 
Mstep: Class 2 contains 8001 members 
Entering Unmasked Estep 
Score: -2029068.875000 Penalty: 3148.298096
	Iteration 0F: 3 clusters Score -2029069 nChanged 7137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8378 members 
Mstep: Class 2 contains 7730 members 
Entering Unmasked Estep 
Score: -2033134.125000 Penalty: 3148.298096
	Iteration 1F: 3 clusters Score -2033134 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8494 members 
Mstep: Class 2 contains 7614 members 
Entering Unmasked Estep 
Score: -2033534.875000 Penalty: 3148.298096
	Iteration 2F: 3 clusters Score -2033535 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8626 members 
Mstep: Class 2 contains 7482 members 
Entering Unmasked Estep 
Score: -2033940.625000 Penalty: 3148.298096
	Iteration 3F: 3 clusters Score -2033941 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8785 members 
Mstep: Class 2 contains 7323 members 
Entering Unmasked Estep 
Score: -2034374.625000 Penalty: 3148.298096
	Iteration 4Q: 3 clusters Score -2034375 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8944 members 
Mstep: Class 2 contains 7164 members 
Entering Unmasked Estep 
Score: -2034803.000000 Penalty: 3148.298096
	Iteration 5Q: 3 clusters Score -2034803 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9074 members 
Mstep: Class 2 contains 7034 members 
Entering Unmasked Estep 
Score: -2035277.625000 Penalty: 3148.298096
	Iteration 6F: 3 clusters Score -2035278 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9163 members 
Mstep: Class 2 contains 6945 members 
Entering Unmasked Estep 
Score: -2035808.250000 Penalty: 3148.298096
	Iteration 7F: 3 clusters Score -2035808 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9243 members 
Mstep: Class 2 contains 6865 members 
Entering Unmasked Estep 
Score: -2036399.000000 Penalty: 3148.298096
	Iteration 8F: 3 clusters Score -2036399 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9364 members 
Mstep: Class 2 contains 6744 members 
Entering Unmasked Estep 
Score: -2036985.375000 Penalty: 3148.298096
	Iteration 9F: 3 clusters Score -2036985 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9480 members 
Mstep: Class 2 contains 6628 members 
Entering Unmasked Estep 
Score: -2037460.875000 Penalty: 3148.298096
	Iteration 10Q: 3 clusters Score -2037461 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9598 members 
Mstep: Class 2 contains 6510 members 
Entering Unmasked Estep 
Score: -2037841.750000 Penalty: 3148.298096
	Iteration 11Q: 3 clusters Score -2037842 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9744 members 
Mstep: Class 2 contains 6364 members 
Entering Unmasked Estep 
Score: -2038217.250000 Penalty: 3148.298096
	Iteration 12Q: 3 clusters Score -2038217 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9879 members 
Mstep: Class 2 contains 6229 members 
Entering Unmasked Estep 
Score: -2038574.125000 Penalty: 3148.298096
	Iteration 13Q: 3 clusters Score -2038574 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9994 members 
Mstep: Class 2 contains 6114 members 
Entering Unmasked Estep 
Score: -2038855.625000 Penalty: 3148.298096
	Iteration 14Q: 3 clusters Score -2038856 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10101 members 
Mstep: Class 2 contains 6007 members 
Entering Unmasked Estep 
Score: -2039039.375000 Penalty: 3148.298096
	Iteration 15Q: 3 clusters Score -2039039 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10202 members 
Mstep: Class 2 contains 5906 members 
Entering Unmasked Estep 
Score: -2039134.000000 Penalty: 3148.298096
	Iteration 16Q: 3 clusters Score -2039134 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10269 members 
Mstep: Class 2 contains 5839 members 
Entering Unmasked Estep 
Score: -2039193.000000 Penalty: 3148.298096
	Iteration 17Q: 3 clusters Score -2039193 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10333 members 
Mstep: Class 2 contains 5775 members 
Entering Unmasked Estep 
Score: -2039232.000000 Penalty: 3148.298096
	Iteration 18Q: 3 clusters Score -2039232 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10393 members 
Mstep: Class 2 contains 5715 members 
Entering Unmasked Estep 
Score: -2039258.750000 Penalty: 3148.298096
	Iteration 19Q: 3 clusters Score -2039259 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10444 members 
Mstep: Class 2 contains 5664 members 
Entering Unmasked Estep 
Score: -2039277.250000 Penalty: 3148.298096
	Iteration 20F: 3 clusters Score -2039277 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10491 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -2039296.625000 Penalty: 3148.298096
	Iteration 21Q: 3 clusters Score -2039297 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10523 members 
Mstep: Class 2 contains 5585 members 
Entering Unmasked Estep 
Score: -2039298.875000 Penalty: 3148.298096
	Iteration 22Q: 3 clusters Score -2039299 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10567 members 
Mstep: Class 2 contains 5541 members 
Entering Unmasked Estep 
Score: -2039306.500000 Penalty: 3148.298096
	Iteration 23Q: 3 clusters Score -2039306 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10612 members 
Mstep: Class 2 contains 5496 members 
Entering Unmasked Estep 
Score: -2039323.500000 Penalty: 3148.298096
	Iteration 24Q: 3 clusters Score -2039324 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10666 members 
Mstep: Class 2 contains 5442 members 
Entering Unmasked Estep 
Score: -2039334.875000 Penalty: 3148.298096
	Iteration 25Q: 3 clusters Score -2039335 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10707 members 
Mstep: Class 2 contains 5401 members 
Entering Unmasked Estep 
Score: -2039339.625000 Penalty: 3148.298096
	Iteration 26Q: 3 clusters Score -2039340 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10767 members 
Mstep: Class 2 contains 5341 members 
Entering Unmasked Estep 
Score: -2039358.625000 Penalty: 3148.298096
	Iteration 27Q: 3 clusters Score -2039359 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10836 members 
Mstep: Class 2 contains 5272 members 
Entering Unmasked Estep 
Score: -2039377.000000 Penalty: 3148.298096
	Iteration 28Q: 3 clusters Score -2039377 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10915 members 
Mstep: Class 2 contains 5193 members 
Entering Unmasked Estep 
Score: -2039398.125000 Penalty: 3148.298096
	Iteration 29Q: 3 clusters Score -2039398 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10975 members 
Mstep: Class 2 contains 5133 members 
Entering Unmasked Estep 
Score: -2039406.875000 Penalty: 3148.298096
	Iteration 30Q: 3 clusters Score -2039407 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11026 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -2039415.125000 Penalty: 3148.298096
	Iteration 31Q: 3 clusters Score -2039415 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11064 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -2039426.250000 Penalty: 3148.298096
	Iteration 32Q: 3 clusters Score -2039426 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11091 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -2039431.000000 Penalty: 3148.298096
	Iteration 33Q: 3 clusters Score -2039431 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11117 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -2039432.125000 Penalty: 3148.298096
	Iteration 34Q: 3 clusters Score -2039432 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11136 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -2039434.000000 Penalty: 3148.298096
	Iteration 35Q: 3 clusters Score -2039434 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11155 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -2039433.000000 Penalty: 3148.298096
	Iteration 36Q: 3 clusters Score -2039433 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11161 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -2039437.000000 Penalty: 3148.298096
	Iteration 37Q: 3 clusters Score -2039437 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11167 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -2039435.875000 Penalty: 3148.298096
	Iteration 38Q: 3 clusters Score -2039436 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11178 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
Score: -2039438.500000 Penalty: 3148.298096
	Iteration 39Q: 3 clusters Score -2039438 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11191 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -2039440.500000 Penalty: 3148.298096
	Iteration 40F: 3 clusters Score -2039440 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11202 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -2039440.125000 Penalty: 3148.298096
	Iteration 41Q: 3 clusters Score -2039440 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11210 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -2039441.375000 Penalty: 3148.298096
	Iteration 42Q: 3 clusters Score -2039441 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11216 members 
Mstep: Class 2 contains 4892 members 
Entering Unmasked Estep 
Score: -2039443.375000 Penalty: 3148.298096
	Iteration 43Q: 3 clusters Score -2039443 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11223 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
Score: -2039442.875000 Penalty: 3148.298096
	Iteration 44Q: 3 clusters Score -2039443 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11227 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -2039443.750000 Penalty: 3148.298096
	Iteration 45Q: 3 clusters Score -2039444 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11229 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -2039444.750000 Penalty: 3148.298096
	Iteration 46Q: 3 clusters Score -2039445 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11232 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -2039443.625000 Penalty: 3148.298096
	Iteration 47Q: 3 clusters Score -2039444 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11237 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -2039442.250000 Penalty: 3148.298096
	Iteration 48Q: 3 clusters Score -2039442 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11240 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -2039443.375000 Penalty: 3148.298096
	Iteration 49Q: 3 clusters Score -2039443 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11242 members 
Mstep: Class 2 contains 4866 members 
Entering Unmasked Estep 
Score: -2039442.250000 Penalty: 3148.298096
	Iteration 50Q: 3 clusters Score -2039442 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11242 members 
Mstep: Class 2 contains 4866 members 
Entering Unmasked Estep 
Score: -2039442.250000 Penalty: 3148.298096
	Iteration 51F: 3 clusters Score -2039442 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (7913 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7913 members 
Entering Unmasked Estep 
Score: -1000609.937500 Penalty: 1458.642578
	Iteration 0F: 2 clusters Score -1000610 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -994754.875000 Penalty: 2917.285156
	Iteration 0F: 3 clusters Score -994754.9 nChanged 3387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -996578.250000 Penalty: 2917.285156
	Iteration 1F: 3 clusters Score -996578.2 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -996873.812500 Penalty: 2917.285156
	Iteration 2F: 3 clusters Score -996873.8 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -997161.687500 Penalty: 2917.285156
	Iteration 3F: 3 clusters Score -997161.7 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -997442.250000 Penalty: 2917.285156
	Iteration 4F: 3 clusters Score -997442.2 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -997735.000000 Penalty: 2917.285156
	Iteration 5F: 3 clusters Score -997735 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -998006.500000 Penalty: 2917.285156
	Iteration 6F: 3 clusters Score -998006.5 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5584 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -998235.875000 Penalty: 2917.285156
	Iteration 7Q: 3 clusters Score -998235.9 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5773 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -998422.125000 Penalty: 2917.285156
	Iteration 8Q: 3 clusters Score -998422.1 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5962 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -998567.562500 Penalty: 2917.285156
	Iteration 9Q: 3 clusters Score -998567.6 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6135 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -998687.562500 Penalty: 2917.285156
	Iteration 10Q: 3 clusters Score -998687.6 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6285 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -998816.625000 Penalty: 2917.285156
	Iteration 11Q: 3 clusters Score -998816.6 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6405 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -998912.750000 Penalty: 2917.285156
	Iteration 12Q: 3 clusters Score -998912.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6523 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -999002.937500 Penalty: 2917.285156
	Iteration 13Q: 3 clusters Score -999002.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6602 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -999066.250000 Penalty: 2917.285156
	Iteration 14Q: 3 clusters Score -999066.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6673 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -999113.875000 Penalty: 2917.285156
	Iteration 15Q: 3 clusters Score -999113.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6734 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -999148.125000 Penalty: 2917.285156
	Iteration 16Q: 3 clusters Score -999148.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6786 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -999181.750000 Penalty: 2917.285156
	Iteration 17Q: 3 clusters Score -999181.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6825 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -999214.250000 Penalty: 2917.285156
	Iteration 18Q: 3 clusters Score -999214.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6866 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -999244.687500 Penalty: 2917.285156
	Iteration 19Q: 3 clusters Score -999244.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6898 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -999274.875000 Penalty: 2917.285156
	Iteration 20F: 3 clusters Score -999274.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6923 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -999294.125000 Penalty: 2917.285156
	Iteration 21Q: 3 clusters Score -999294.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6945 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -999307.437500 Penalty: 2917.285156
	Iteration 22Q: 3 clusters Score -999307.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6958 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -999324.312500 Penalty: 2917.285156
	Iteration 23Q: 3 clusters Score -999324.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6974 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -999337.500000 Penalty: 2917.285156
	Iteration 24Q: 3 clusters Score -999337.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6992 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -999349.750000 Penalty: 2917.285156
	Iteration 25Q: 3 clusters Score -999349.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7008 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -999357.812500 Penalty: 2917.285156
	Iteration 26Q: 3 clusters Score -999357.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7021 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -999367.687500 Penalty: 2917.285156
	Iteration 27Q: 3 clusters Score -999367.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7038 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -999378.187500 Penalty: 2917.285156
	Iteration 28Q: 3 clusters Score -999378.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7058 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -999396.625000 Penalty: 2917.285156
	Iteration 29Q: 3 clusters Score -999396.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7074 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -999407.312500 Penalty: 2917.285156
	Iteration 30Q: 3 clusters Score -999407.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7089 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -999419.750000 Penalty: 2917.285156
	Iteration 31Q: 3 clusters Score -999419.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7094 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -999423.250000 Penalty: 2917.285156
	Iteration 32Q: 3 clusters Score -999423.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7097 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -999424.687500 Penalty: 2917.285156
	Iteration 33Q: 3 clusters Score -999424.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7100 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -999429.750000 Penalty: 2917.285156
	Iteration 34Q: 3 clusters Score -999429.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7101 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -999430.625000 Penalty: 2917.285156
	Iteration 35Q: 3 clusters Score -999430.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7103 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -999431.625000 Penalty: 2917.285156
	Iteration 36Q: 3 clusters Score -999431.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7105 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -999431.625000 Penalty: 2917.285156
	Iteration 37Q: 3 clusters Score -999431.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7107 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -999432.000000 Penalty: 2917.285156
	Iteration 38Q: 3 clusters Score -999432 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7109 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -999434.875000 Penalty: 2917.285156
	Iteration 39Q: 3 clusters Score -999434.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7113 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -999435.250000 Penalty: 2917.285156
	Iteration 40F: 3 clusters Score -999435.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7116 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -999436.125000 Penalty: 2917.285156
	Iteration 41Q: 3 clusters Score -999436.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7116 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -999436.125000 Penalty: 2917.285156
	Iteration 42F: 3 clusters Score -999436.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (13543 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13543 members 
Entering Unmasked Estep 
Score: -1711921.125000 Penalty: 1545.964111
	Iteration 0F: 2 clusters Score -1711921 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6784 members 
Mstep: Class 2 contains 6759 members 
Entering Unmasked Estep 
Score: -1702505.875000 Penalty: 3091.928223
	Iteration 0F: 3 clusters Score -1702506 nChanged 5907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7033 members 
Mstep: Class 2 contains 6510 members 
Entering Unmasked Estep 
Score: -1705827.250000 Penalty: 3091.928223
	Iteration 1F: 3 clusters Score -1705827 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7121 members 
Mstep: Class 2 contains 6422 members 
Entering Unmasked Estep 
Score: -1706140.000000 Penalty: 3091.928223
	Iteration 2F: 3 clusters Score -1706140 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7194 members 
Mstep: Class 2 contains 6349 members 
Entering Unmasked Estep 
Score: -1706450.500000 Penalty: 3091.928223
	Iteration 3Q: 3 clusters Score -1706450 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7257 members 
Mstep: Class 2 contains 6286 members 
Entering Unmasked Estep 
Score: -1706788.750000 Penalty: 3091.928223
	Iteration 4Q: 3 clusters Score -1706789 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7351 members 
Mstep: Class 2 contains 6192 members 
Entering Unmasked Estep 
Score: -1707167.875000 Penalty: 3091.928223
	Iteration 5Q: 3 clusters Score -1707168 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7425 members 
Mstep: Class 2 contains 6118 members 
Entering Unmasked Estep 
Score: -1707516.500000 Penalty: 3091.928223
	Iteration 6Q: 3 clusters Score -1707516 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7481 members 
Mstep: Class 2 contains 6062 members 
Entering Unmasked Estep 
Score: -1707873.375000 Penalty: 3091.928223
	Iteration 7Q: 3 clusters Score -1707873 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7512 members 
Mstep: Class 2 contains 6031 members 
Entering Unmasked Estep 
Score: -1708205.250000 Penalty: 3091.928223
	Iteration 8Q: 3 clusters Score -1708205 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7511 members 
Mstep: Class 2 contains 6032 members 
Entering Unmasked Estep 
Score: -1708500.375000 Penalty: 3091.928223
	Iteration 9Q: 3 clusters Score -1708500 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7472 members 
Mstep: Class 2 contains 6071 members 
Entering Unmasked Estep 
Score: -1708794.250000 Penalty: 3091.928223
	Iteration 10Q: 3 clusters Score -1708794 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7392 members 
Mstep: Class 2 contains 6151 members 
Entering Unmasked Estep 
Score: -1709030.750000 Penalty: 3091.928223
	Iteration 11Q: 3 clusters Score -1709031 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7256 members 
Mstep: Class 2 contains 6287 members 
Entering Unmasked Estep 
Score: -1709227.375000 Penalty: 3091.928223
	Iteration 12Q: 3 clusters Score -1709227 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7091 members 
Mstep: Class 2 contains 6452 members 
Entering Unmasked Estep 
Score: -1709367.875000 Penalty: 3091.928223
	Iteration 13Q: 3 clusters Score -1709368 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6923 members 
Mstep: Class 2 contains 6620 members 
Entering Unmasked Estep 
Score: -1709482.500000 Penalty: 3091.928223
	Iteration 14Q: 3 clusters Score -1709482 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6751 members 
Mstep: Class 2 contains 6792 members 
Entering Unmasked Estep 
Score: -1709577.625000 Penalty: 3091.928223
	Iteration 15Q: 3 clusters Score -1709578 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6572 members 
Mstep: Class 2 contains 6971 members 
Entering Unmasked Estep 
Score: -1709677.750000 Penalty: 3091.928223
	Iteration 16Q: 3 clusters Score -1709678 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6373 members 
Mstep: Class 2 contains 7170 members 
Entering Unmasked Estep 
Score: -1709780.500000 Penalty: 3091.928223
	Iteration 17Q: 3 clusters Score -1709780 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6183 members 
Mstep: Class 2 contains 7360 members 
Entering Unmasked Estep 
Score: -1709867.625000 Penalty: 3091.928223
	Iteration 18Q: 3 clusters Score -1709868 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5964 members 
Mstep: Class 2 contains 7579 members 
Entering Unmasked Estep 
Score: -1709965.875000 Penalty: 3091.928223
	Iteration 19Q: 3 clusters Score -1709966 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5746 members 
Mstep: Class 2 contains 7797 members 
Entering Unmasked Estep 
Score: -1710065.375000 Penalty: 3091.928223
	Iteration 20F: 3 clusters Score -1710065 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5507 members 
Mstep: Class 2 contains 8036 members 
Entering Unmasked Estep 
Score: -1710186.000000 Penalty: 3091.928223
	Iteration 21Q: 3 clusters Score -1710186 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 8287 members 
Entering Unmasked Estep 
Score: -1710319.250000 Penalty: 3091.928223
	Iteration 22Q: 3 clusters Score -1710319 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 8538 members 
Entering Unmasked Estep 
Score: -1710433.125000 Penalty: 3091.928223
	Iteration 23Q: 3 clusters Score -1710433 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 8789 members 
Entering Unmasked Estep 
Score: -1710549.625000 Penalty: 3091.928223
	Iteration 24Q: 3 clusters Score -1710550 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 9036 members 
Entering Unmasked Estep 
Score: -1710664.750000 Penalty: 3091.928223
	Iteration 25Q: 3 clusters Score -1710665 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 9269 members 
Entering Unmasked Estep 
Score: -1710790.000000 Penalty: 3091.928223
	Iteration 26Q: 3 clusters Score -1710790 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 9510 members 
Entering Unmasked Estep 
Score: -1710908.375000 Penalty: 3091.928223
	Iteration 27Q: 3 clusters Score -1710908 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 9711 members 
Entering Unmasked Estep 
Score: -1710995.625000 Penalty: 3091.928223
	Iteration 28Q: 3 clusters Score -1710996 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 9875 members 
Entering Unmasked Estep 
Score: -1711060.500000 Penalty: 3091.928223
	Iteration 29Q: 3 clusters Score -1711060 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 10040 members 
Entering Unmasked Estep 
Score: -1711133.875000 Penalty: 3091.928223
	Iteration 30Q: 3 clusters Score -1711134 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 10192 members 
Entering Unmasked Estep 
Score: -1711198.375000 Penalty: 3091.928223
	Iteration 31Q: 3 clusters Score -1711198 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 10324 members 
Entering Unmasked Estep 
Score: -1711242.000000 Penalty: 3091.928223
	Iteration 32Q: 3 clusters Score -1711242 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 10449 members 
Entering Unmasked Estep 
Score: -1711281.375000 Penalty: 3091.928223
	Iteration 33Q: 3 clusters Score -1711281 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 10559 members 
Entering Unmasked Estep 
Score: -1711311.500000 Penalty: 3091.928223
	Iteration 34Q: 3 clusters Score -1711312 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 10656 members 
Entering Unmasked Estep 
Score: -1711344.375000 Penalty: 3091.928223
	Iteration 35Q: 3 clusters Score -1711344 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 10751 members 
Entering Unmasked Estep 
Score: -1711370.125000 Penalty: 3091.928223
	Iteration 36Q: 3 clusters Score -1711370 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 10834 members 
Entering Unmasked Estep 
Score: -1711394.375000 Penalty: 3091.928223
	Iteration 37Q: 3 clusters Score -1711394 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 10910 members 
Entering Unmasked Estep 
Score: -1711413.250000 Penalty: 3091.928223
	Iteration 38Q: 3 clusters Score -1711413 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 10985 members 
Entering Unmasked Estep 
Score: -1711434.125000 Penalty: 3091.928223
	Iteration 39Q: 3 clusters Score -1711434 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 11046 members 
Entering Unmasked Estep 
Score: -1711451.750000 Penalty: 3091.928223
	Iteration 40F: 3 clusters Score -1711452 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 11098 members 
Entering Unmasked Estep 
Score: -1711463.125000 Penalty: 3091.928223
	Iteration 41Q: 3 clusters Score -1711463 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 11134 members 
Entering Unmasked Estep 
Score: -1711470.375000 Penalty: 3091.928223
	Iteration 42Q: 3 clusters Score -1711470 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 11165 members 
Entering Unmasked Estep 
Score: -1711475.250000 Penalty: 3091.928223
	Iteration 43Q: 3 clusters Score -1711475 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 11198 members 
Entering Unmasked Estep 
Score: -1711481.125000 Penalty: 3091.928223
	Iteration 44Q: 3 clusters Score -1711481 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 11230 members 
Entering Unmasked Estep 
Score: -1711489.375000 Penalty: 3091.928223
	Iteration 45Q: 3 clusters Score -1711489 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 11257 members 
Entering Unmasked Estep 
Score: -1711495.125000 Penalty: 3091.928223
	Iteration 46Q: 3 clusters Score -1711495 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 11285 members 
Entering Unmasked Estep 
Score: -1711500.625000 Penalty: 3091.928223
	Iteration 47Q: 3 clusters Score -1711501 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 11310 members 
Entering Unmasked Estep 
Score: -1711509.625000 Penalty: 3091.928223
	Iteration 48Q: 3 clusters Score -1711510 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 11327 members 
Entering Unmasked Estep 
Score: -1711509.875000 Penalty: 3091.928223
	Iteration 49Q: 3 clusters Score -1711510 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 11347 members 
Entering Unmasked Estep 
Score: -1711511.875000 Penalty: 3091.928223
	Iteration 50Q: 3 clusters Score -1711512 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 11362 members 
Entering Unmasked Estep 
Score: -1711516.250000 Penalty: 3091.928223
	Iteration 51Q: 3 clusters Score -1711516 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 11377 members 
Entering Unmasked Estep 
Score: -1711516.125000 Penalty: 3091.928223
	Iteration 52Q: 3 clusters Score -1711516 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 11395 members 
Entering Unmasked Estep 
Score: -1711517.125000 Penalty: 3091.928223
	Iteration 53Q: 3 clusters Score -1711517 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 11413 members 
Entering Unmasked Estep 
Score: -1711520.625000 Penalty: 3091.928223
	Iteration 54Q: 3 clusters Score -1711521 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 11428 members 
Entering Unmasked Estep 
Score: -1711525.125000 Penalty: 3091.928223
	Iteration 55Q: 3 clusters Score -1711525 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 11441 members 
Entering Unmasked Estep 
Score: -1711527.625000 Penalty: 3091.928223
	Iteration 56Q: 3 clusters Score -1711528 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 11446 members 
Entering Unmasked Estep 
Score: -1711527.875000 Penalty: 3091.928223
	Iteration 57Q: 3 clusters Score -1711528 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 11448 members 
Entering Unmasked Estep 
Score: -1711529.500000 Penalty: 3091.928223
	Iteration 58Q: 3 clusters Score -1711530 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 11449 members 
Entering Unmasked Estep 
Score: -1711530.875000 Penalty: 3091.928223
	Iteration 59Q: 3 clusters Score -1711531 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 11449 members 
Entering Unmasked Estep 
Score: -1711530.875000 Penalty: 3091.928223
	Iteration 60F: 3 clusters Score -1711531 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (2374 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Entering Unmasked Estep 
Score: -287431.750000 Penalty: 1263.003906
	Iteration 0F: 2 clusters Score -287431.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -285100.593750 Penalty: 2526.007812
	Iteration 0F: 3 clusters Score -285100.6 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -285627.437500 Penalty: 2526.007812
	Iteration 1F: 3 clusters Score -285627.4 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -285825.625000 Penalty: 2526.007812
	Iteration 2F: 3 clusters Score -285825.6 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -285995.656250 Penalty: 2526.007812
	Iteration 3F: 3 clusters Score -285995.7 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -286120.531250 Penalty: 2526.007812
	Iteration 4F: 3 clusters Score -286120.5 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -286254.500000 Penalty: 2526.007812
	Iteration 5F: 3 clusters Score -286254.5 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -286373.281250 Penalty: 2526.007812
	Iteration 6F: 3 clusters Score -286373.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -286458.625000 Penalty: 2526.007812
	Iteration 7Q: 3 clusters Score -286458.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -286536.062500 Penalty: 2526.007812
	Iteration 8Q: 3 clusters Score -286536.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -286594.281250 Penalty: 2526.007812
	Iteration 9Q: 3 clusters Score -286594.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -286634.750000 Penalty: 2526.007812
	Iteration 10Q: 3 clusters Score -286634.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -286672.062500 Penalty: 2526.007812
	Iteration 11Q: 3 clusters Score -286672.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -286691.437500 Penalty: 2526.007812
	Iteration 12Q: 3 clusters Score -286691.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -286703.937500 Penalty: 2526.007812
	Iteration 13Q: 3 clusters Score -286703.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -286713.187500 Penalty: 2526.007812
	Iteration 14Q: 3 clusters Score -286713.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -286722.531250 Penalty: 2526.007812
	Iteration 15Q: 3 clusters Score -286722.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -286733.593750 Penalty: 2526.007812
	Iteration 16Q: 3 clusters Score -286733.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -286743.437500 Penalty: 2526.007812
	Iteration 17Q: 3 clusters Score -286743.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -286752.250000 Penalty: 2526.007812
	Iteration 18Q: 3 clusters Score -286752.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -286760.093750 Penalty: 2526.007812
	Iteration 19Q: 3 clusters Score -286760.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -286774.031250 Penalty: 2526.007812
	Iteration 20F: 3 clusters Score -286774 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -286785.000000 Penalty: 2526.007812
	Iteration 21Q: 3 clusters Score -286785 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -286793.281250 Penalty: 2526.007812
	Iteration 22Q: 3 clusters Score -286793.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -286801.875000 Penalty: 2526.007812
	Iteration 23Q: 3 clusters Score -286801.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -286804.375000 Penalty: 2526.007812
	Iteration 24Q: 3 clusters Score -286804.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -286807.718750 Penalty: 2526.007812
	Iteration 25Q: 3 clusters Score -286807.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -286808.625000 Penalty: 2526.007812
	Iteration 26Q: 3 clusters Score -286808.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -286808.625000 Penalty: 2526.007812
	Iteration 27F: 3 clusters Score -286808.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (11900 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11900 members 
Entering Unmasked Estep 
Score: -1520072.000000 Penalty: 1524.947754
	Iteration 0F: 2 clusters Score -1520072 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5946 members 
Mstep: Class 2 contains 5954 members 
Entering Unmasked Estep 
Score: -1511727.375000 Penalty: 3049.895508
	Iteration 0F: 3 clusters Score -1511727 nChanged 5179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5897 members 
Mstep: Class 2 contains 6003 members 
Entering Unmasked Estep 
Score: -1514498.250000 Penalty: 3049.895508
	Iteration 1F: 3 clusters Score -1514498 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5857 members 
Mstep: Class 2 contains 6043 members 
Entering Unmasked Estep 
Score: -1514761.750000 Penalty: 3049.895508
	Iteration 2F: 3 clusters Score -1514762 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5796 members 
Mstep: Class 2 contains 6104 members 
Entering Unmasked Estep 
Score: -1514988.750000 Penalty: 3049.895508
	Iteration 3Q: 3 clusters Score -1514989 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5684 members 
Mstep: Class 2 contains 6216 members 
Entering Unmasked Estep 
Score: -1515203.125000 Penalty: 3049.895508
	Iteration 4Q: 3 clusters Score -1515203 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 6366 members 
Entering Unmasked Estep 
Score: -1515372.500000 Penalty: 3049.895508
	Iteration 5Q: 3 clusters Score -1515372 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 6551 members 
Entering Unmasked Estep 
Score: -1515549.250000 Penalty: 3049.895508
	Iteration 6Q: 3 clusters Score -1515549 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5129 members 
Mstep: Class 2 contains 6771 members 
Entering Unmasked Estep 
Score: -1515731.000000 Penalty: 3049.895508
	Iteration 7Q: 3 clusters Score -1515731 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 7003 members 
Entering Unmasked Estep 
Score: -1515930.875000 Penalty: 3049.895508
	Iteration 8Q: 3 clusters Score -1515931 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 7258 members 
Entering Unmasked Estep 
Score: -1516153.375000 Penalty: 3049.895508
	Iteration 9Q: 3 clusters Score -1516153 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 7541 members 
Entering Unmasked Estep 
Score: -1516399.750000 Penalty: 3049.895508
	Iteration 10Q: 3 clusters Score -1516400 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 7843 members 
Entering Unmasked Estep 
Score: -1516659.375000 Penalty: 3049.895508
	Iteration 11Q: 3 clusters Score -1516659 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 8120 members 
Entering Unmasked Estep 
Score: -1516901.125000 Penalty: 3049.895508
	Iteration 12Q: 3 clusters Score -1516901 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 8417 members 
Entering Unmasked Estep 
Score: -1517170.875000 Penalty: 3049.895508
	Iteration 13Q: 3 clusters Score -1517171 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 8672 members 
Entering Unmasked Estep 
Score: -1517423.125000 Penalty: 3049.895508
	Iteration 14Q: 3 clusters Score -1517423 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 8904 members 
Entering Unmasked Estep 
Score: -1517663.375000 Penalty: 3049.895508
	Iteration 15Q: 3 clusters Score -1517663 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 9112 members 
Entering Unmasked Estep 
Score: -1517836.000000 Penalty: 3049.895508
	Iteration 16Q: 3 clusters Score -1517836 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 9312 members 
Entering Unmasked Estep 
Score: -1517980.750000 Penalty: 3049.895508
	Iteration 17Q: 3 clusters Score -1517981 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 9480 members 
Entering Unmasked Estep 
Score: -1518077.750000 Penalty: 3049.895508
	Iteration 18Q: 3 clusters Score -1518078 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 9633 members 
Entering Unmasked Estep 
Score: -1518150.125000 Penalty: 3049.895508
	Iteration 19Q: 3 clusters Score -1518150 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 9773 members 
Entering Unmasked Estep 
Score: -1518214.000000 Penalty: 3049.895508
	Iteration 20F: 3 clusters Score -1518214 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 9892 members 
Entering Unmasked Estep 
Score: -1518281.000000 Penalty: 3049.895508
	Iteration 21Q: 3 clusters Score -1518281 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 10006 members 
Entering Unmasked Estep 
Score: -1518338.750000 Penalty: 3049.895508
	Iteration 22Q: 3 clusters Score -1518339 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 10111 members 
Entering Unmasked Estep 
Score: -1518398.750000 Penalty: 3049.895508
	Iteration 23Q: 3 clusters Score -1518399 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 10207 members 
Entering Unmasked Estep 
Score: -1518442.875000 Penalty: 3049.895508
	Iteration 24Q: 3 clusters Score -1518443 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 10299 members 
Entering Unmasked Estep 
Score: -1518483.000000 Penalty: 3049.895508
	Iteration 25Q: 3 clusters Score -1518483 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 10375 members 
Entering Unmasked Estep 
Score: -1518525.125000 Penalty: 3049.895508
	Iteration 26Q: 3 clusters Score -1518525 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 10454 members 
Entering Unmasked Estep 
Score: -1518553.250000 Penalty: 3049.895508
	Iteration 27Q: 3 clusters Score -1518553 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 10516 members 
Entering Unmasked Estep 
Score: -1518576.875000 Penalty: 3049.895508
	Iteration 28Q: 3 clusters Score -1518577 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 10563 members 
Entering Unmasked Estep 
Score: -1518599.500000 Penalty: 3049.895508
	Iteration 29Q: 3 clusters Score -1518600 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 10613 members 
Entering Unmasked Estep 
Score: -1518619.125000 Penalty: 3049.895508
	Iteration 30Q: 3 clusters Score -1518619 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 10656 members 
Entering Unmasked Estep 
Score: -1518634.750000 Penalty: 3049.895508
	Iteration 31Q: 3 clusters Score -1518635 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 10697 members 
Entering Unmasked Estep 
Score: -1518645.375000 Penalty: 3049.895508
	Iteration 32Q: 3 clusters Score -1518645 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 10738 members 
Entering Unmasked Estep 
Score: -1518660.375000 Penalty: 3049.895508
	Iteration 33Q: 3 clusters Score -1518660 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 10773 members 
Entering Unmasked Estep 
Score: -1518673.125000 Penalty: 3049.895508
	Iteration 34Q: 3 clusters Score -1518673 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 10808 members 
Entering Unmasked Estep 
Score: -1518687.875000 Penalty: 3049.895508
	Iteration 35Q: 3 clusters Score -1518688 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 10842 members 
Entering Unmasked Estep 
Score: -1518698.625000 Penalty: 3049.895508
	Iteration 36Q: 3 clusters Score -1518699 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 10867 members 
Entering Unmasked Estep 
Score: -1518708.125000 Penalty: 3049.895508
	Iteration 37Q: 3 clusters Score -1518708 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 10887 members 
Entering Unmasked Estep 
Score: -1518714.000000 Penalty: 3049.895508
	Iteration 38Q: 3 clusters Score -1518714 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 10909 members 
Entering Unmasked Estep 
Score: -1518721.250000 Penalty: 3049.895508
	Iteration 39Q: 3 clusters Score -1518721 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 10929 members 
Entering Unmasked Estep 
Score: -1518725.125000 Penalty: 3049.895508
	Iteration 40F: 3 clusters Score -1518725 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 10945 members 
Entering Unmasked Estep 
Score: -1518733.375000 Penalty: 3049.895508
	Iteration 41Q: 3 clusters Score -1518733 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 10966 members 
Entering Unmasked Estep 
Score: -1518741.625000 Penalty: 3049.895508
	Iteration 42Q: 3 clusters Score -1518742 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 10981 members 
Entering Unmasked Estep 
Score: -1518744.875000 Penalty: 3049.895508
	Iteration 43Q: 3 clusters Score -1518745 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 10997 members 
Entering Unmasked Estep 
Score: -1518749.000000 Penalty: 3049.895508
	Iteration 44Q: 3 clusters Score -1518749 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 11012 members 
Entering Unmasked Estep 
Score: -1518757.250000 Penalty: 3049.895508
	Iteration 45Q: 3 clusters Score -1518757 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 11030 members 
Entering Unmasked Estep 
Score: -1518766.625000 Penalty: 3049.895508
	Iteration 46Q: 3 clusters Score -1518767 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 11051 members 
Entering Unmasked Estep 
Score: -1518775.625000 Penalty: 3049.895508
	Iteration 47Q: 3 clusters Score -1518776 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 11072 members 
Entering Unmasked Estep 
Score: -1518785.250000 Penalty: 3049.895508
	Iteration 48Q: 3 clusters Score -1518785 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 11095 members 
Entering Unmasked Estep 
Score: -1518797.000000 Penalty: 3049.895508
	Iteration 49Q: 3 clusters Score -1518797 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 11116 members 
Entering Unmasked Estep 
Score: -1518804.500000 Penalty: 3049.895508
	Iteration 50Q: 3 clusters Score -1518804 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 11126 members 
Entering Unmasked Estep 
Score: -1518812.250000 Penalty: 3049.895508
	Iteration 51Q: 3 clusters Score -1518812 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 11139 members 
Entering Unmasked Estep 
Score: -1518818.000000 Penalty: 3049.895508
	Iteration 52Q: 3 clusters Score -1518818 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 11149 members 
Entering Unmasked Estep 
Score: -1518817.875000 Penalty: 3049.895508
	Iteration 53Q: 3 clusters Score -1518818 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 11158 members 
Entering Unmasked Estep 
Score: -1518819.625000 Penalty: 3049.895508
	Iteration 54Q: 3 clusters Score -1518820 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 11164 members 
Entering Unmasked Estep 
Score: -1518821.750000 Penalty: 3049.895508
	Iteration 55Q: 3 clusters Score -1518822 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 11166 members 
Entering Unmasked Estep 
Score: -1518824.000000 Penalty: 3049.895508
	Iteration 56Q: 3 clusters Score -1518824 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 11172 members 
Entering Unmasked Estep 
Score: -1518828.125000 Penalty: 3049.895508
	Iteration 57Q: 3 clusters Score -1518828 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 11178 members 
Entering Unmasked Estep 
Score: -1518833.125000 Penalty: 3049.895508
	Iteration 58Q: 3 clusters Score -1518833 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 11186 members 
Entering Unmasked Estep 
Score: -1518833.875000 Penalty: 3049.895508
	Iteration 59Q: 3 clusters Score -1518834 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 11190 members 
Entering Unmasked Estep 
Score: -1518834.750000 Penalty: 3049.895508
	Iteration 60F: 3 clusters Score -1518835 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 11196 members 
Entering Unmasked Estep 
Score: -1518837.875000 Penalty: 3049.895508
	Iteration 61Q: 3 clusters Score -1518838 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 11198 members 
Entering Unmasked Estep 
Score: -1518837.750000 Penalty: 3049.895508
	Iteration 62Q: 3 clusters Score -1518838 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 11201 members 
Entering Unmasked Estep 
Score: -1518837.625000 Penalty: 3049.895508
	Iteration 63Q: 3 clusters Score -1518838 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 11203 members 
Entering Unmasked Estep 
Score: -1518839.625000 Penalty: 3049.895508
	Iteration 64Q: 3 clusters Score -1518840 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 11210 members 
Entering Unmasked Estep 
Score: -1518841.625000 Penalty: 3049.895508
	Iteration 65Q: 3 clusters Score -1518842 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 11210 members 
Entering Unmasked Estep 
Score: -1518844.250000 Penalty: 3049.895508
	Iteration 66Q: 3 clusters Score -1518844 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 11211 members 
Entering Unmasked Estep 
Score: -1518845.500000 Penalty: 3049.895508
	Iteration 67Q: 3 clusters Score -1518846 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 11212 members 
Entering Unmasked Estep 
Score: -1518845.000000 Penalty: 3049.895508
	Iteration 68Q: 3 clusters Score -1518845 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 11212 members 
Entering Unmasked Estep 
Score: -1518845.000000 Penalty: 3049.895508
	Iteration 69F: 3 clusters Score -1518845 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (3507 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Entering Unmasked Estep 
Score: -365827.125000 Penalty: 1326.408936
	Iteration 0F: 2 clusters Score -365827.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -362891.000000 Penalty: 2652.817871
	Iteration 0F: 3 clusters Score -362891 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -364193.750000 Penalty: 2652.817871
	Iteration 1F: 3 clusters Score -364193.8 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -364766.468750 Penalty: 2652.817871
	Iteration 2F: 3 clusters Score -364766.5 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -365102.593750 Penalty: 2652.817871
	Iteration 3F: 3 clusters Score -365102.6 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -365295.875000 Penalty: 2652.817871
	Iteration 4F: 3 clusters Score -365295.9 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -365433.843750 Penalty: 2652.817871
	Iteration 5Q: 3 clusters Score -365433.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -365547.531250 Penalty: 2652.817871
	Iteration 6Q: 3 clusters Score -365547.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -365617.968750 Penalty: 2652.817871
	Iteration 7Q: 3 clusters Score -365618 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -365638.906250 Penalty: 2652.817871
	Iteration 8Q: 3 clusters Score -365638.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -365650.406250 Penalty: 2652.817871
	Iteration 9Q: 3 clusters Score -365650.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -365660.750000 Penalty: 2652.817871
	Iteration 10Q: 3 clusters Score -365660.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -365668.125000 Penalty: 2652.817871
	Iteration 11Q: 3 clusters Score -365668.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -365672.093750 Penalty: 2652.817871
	Iteration 12Q: 3 clusters Score -365672.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -365676.875000 Penalty: 2652.817871
	Iteration 13Q: 3 clusters Score -365676.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -365680.812500 Penalty: 2652.817871
	Iteration 14Q: 3 clusters Score -365680.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -365682.750000 Penalty: 2652.817871
	Iteration 15Q: 3 clusters Score -365682.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -365682.593750 Penalty: 2652.817871
	Iteration 16Q: 3 clusters Score -365682.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -365682.937500 Penalty: 2652.817871
	Iteration 17Q: 3 clusters Score -365682.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -365682.937500 Penalty: 2652.817871
	Iteration 18F: 3 clusters Score -365682.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (11867 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11867 members 
Entering Unmasked Estep 
Score: -1386367.250000 Penalty: 1524.496460
	Iteration 0F: 2 clusters Score -1386367 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5925 members 
Mstep: Class 2 contains 5942 members 
Entering Unmasked Estep 
Score: -1377951.375000 Penalty: 3048.992920
	Iteration 0F: 3 clusters Score -1377951 nChanged 5203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5758 members 
Mstep: Class 2 contains 6109 members 
Entering Unmasked Estep 
Score: -1381024.125000 Penalty: 3048.992920
	Iteration 1F: 3 clusters Score -1381024 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5640 members 
Mstep: Class 2 contains 6227 members 
Entering Unmasked Estep 
Score: -1381562.875000 Penalty: 3048.992920
	Iteration 2F: 3 clusters Score -1381563 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5486 members 
Mstep: Class 2 contains 6381 members 
Entering Unmasked Estep 
Score: -1382032.625000 Penalty: 3048.992920
	Iteration 3F: 3 clusters Score -1382033 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5262 members 
Mstep: Class 2 contains 6605 members 
Entering Unmasked Estep 
Score: -1382398.875000 Penalty: 3048.992920
	Iteration 4F: 3 clusters Score -1382399 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 6809 members 
Entering Unmasked Estep 
Score: -1382707.750000 Penalty: 3048.992920
	Iteration 5F: 3 clusters Score -1382708 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 6982 members 
Entering Unmasked Estep 
Score: -1382920.375000 Penalty: 3048.992920
	Iteration 6Q: 3 clusters Score -1382920 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 7148 members 
Entering Unmasked Estep 
Score: -1383115.125000 Penalty: 3048.992920
	Iteration 7Q: 3 clusters Score -1383115 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 7322 members 
Entering Unmasked Estep 
Score: -1383287.000000 Penalty: 3048.992920
	Iteration 8Q: 3 clusters Score -1383287 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 7483 members 
Entering Unmasked Estep 
Score: -1383431.000000 Penalty: 3048.992920
	Iteration 9Q: 3 clusters Score -1383431 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 7664 members 
Entering Unmasked Estep 
Score: -1383596.000000 Penalty: 3048.992920
	Iteration 10Q: 3 clusters Score -1383596 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 7847 members 
Entering Unmasked Estep 
Score: -1383758.375000 Penalty: 3048.992920
	Iteration 11Q: 3 clusters Score -1383758 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 8028 members 
Entering Unmasked Estep 
Score: -1383913.250000 Penalty: 3048.992920
	Iteration 12Q: 3 clusters Score -1383913 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 8239 members 
Entering Unmasked Estep 
Score: -1384059.250000 Penalty: 3048.992920
	Iteration 13Q: 3 clusters Score -1384059 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 8438 members 
Entering Unmasked Estep 
Score: -1384215.125000 Penalty: 3048.992920
	Iteration 14Q: 3 clusters Score -1384215 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 8650 members 
Entering Unmasked Estep 
Score: -1384362.750000 Penalty: 3048.992920
	Iteration 15Q: 3 clusters Score -1384363 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 8852 members 
Entering Unmasked Estep 
Score: -1384485.250000 Penalty: 3048.992920
	Iteration 16Q: 3 clusters Score -1384485 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 9029 members 
Entering Unmasked Estep 
Score: -1384585.750000 Penalty: 3048.992920
	Iteration 17Q: 3 clusters Score -1384586 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 9194 members 
Entering Unmasked Estep 
Score: -1384659.500000 Penalty: 3048.992920
	Iteration 18Q: 3 clusters Score -1384660 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 9331 members 
Entering Unmasked Estep 
Score: -1384721.250000 Penalty: 3048.992920
	Iteration 19Q: 3 clusters Score -1384721 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 9462 members 
Entering Unmasked Estep 
Score: -1384780.375000 Penalty: 3048.992920
	Iteration 20F: 3 clusters Score -1384780 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 9577 members 
Entering Unmasked Estep 
Score: -1384827.375000 Penalty: 3048.992920
	Iteration 21Q: 3 clusters Score -1384827 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 9681 members 
Entering Unmasked Estep 
Score: -1384861.500000 Penalty: 3048.992920
	Iteration 22Q: 3 clusters Score -1384862 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 9771 members 
Entering Unmasked Estep 
Score: -1384900.375000 Penalty: 3048.992920
	Iteration 23Q: 3 clusters Score -1384900 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 9871 members 
Entering Unmasked Estep 
Score: -1384934.125000 Penalty: 3048.992920
	Iteration 24Q: 3 clusters Score -1384934 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 9961 members 
Entering Unmasked Estep 
Score: -1384970.000000 Penalty: 3048.992920
	Iteration 25Q: 3 clusters Score -1384970 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 10047 members 
Entering Unmasked Estep 
Score: -1384998.000000 Penalty: 3048.992920
	Iteration 26Q: 3 clusters Score -1384998 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 10119 members 
Entering Unmasked Estep 
Score: -1385025.875000 Penalty: 3048.992920
	Iteration 27Q: 3 clusters Score -1385026 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 10186 members 
Entering Unmasked Estep 
Score: -1385051.375000 Penalty: 3048.992920
	Iteration 28Q: 3 clusters Score -1385051 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 10251 members 
Entering Unmasked Estep 
Score: -1385074.000000 Penalty: 3048.992920
	Iteration 29Q: 3 clusters Score -1385074 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 10313 members 
Entering Unmasked Estep 
Score: -1385100.875000 Penalty: 3048.992920
	Iteration 30Q: 3 clusters Score -1385101 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 10363 members 
Entering Unmasked Estep 
Score: -1385112.000000 Penalty: 3048.992920
	Iteration 31Q: 3 clusters Score -1385112 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 10392 members 
Entering Unmasked Estep 
Score: -1385119.375000 Penalty: 3048.992920
	Iteration 32Q: 3 clusters Score -1385119 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 10429 members 
Entering Unmasked Estep 
Score: -1385131.750000 Penalty: 3048.992920
	Iteration 33Q: 3 clusters Score -1385132 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 10458 members 
Entering Unmasked Estep 
Score: -1385141.125000 Penalty: 3048.992920
	Iteration 34Q: 3 clusters Score -1385141 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 10488 members 
Entering Unmasked Estep 
Score: -1385149.875000 Penalty: 3048.992920
	Iteration 35Q: 3 clusters Score -1385150 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 10513 members 
Entering Unmasked Estep 
Score: -1385159.750000 Penalty: 3048.992920
	Iteration 36Q: 3 clusters Score -1385160 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 10545 members 
Entering Unmasked Estep 
Score: -1385172.625000 Penalty: 3048.992920
	Iteration 37Q: 3 clusters Score -1385173 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 10573 members 
Entering Unmasked Estep 
Score: -1385186.000000 Penalty: 3048.992920
	Iteration 38Q: 3 clusters Score -1385186 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 10599 members 
Entering Unmasked Estep 
Score: -1385195.125000 Penalty: 3048.992920
	Iteration 39Q: 3 clusters Score -1385195 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 10626 members 
Entering Unmasked Estep 
Score: -1385210.750000 Penalty: 3048.992920
	Iteration 40F: 3 clusters Score -1385211 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 10653 members 
Entering Unmasked Estep 
Score: -1385219.125000 Penalty: 3048.992920
	Iteration 41Q: 3 clusters Score -1385219 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 10672 members 
Entering Unmasked Estep 
Score: -1385221.375000 Penalty: 3048.992920
	Iteration 42Q: 3 clusters Score -1385221 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 10688 members 
Entering Unmasked Estep 
Score: -1385229.375000 Penalty: 3048.992920
	Iteration 43Q: 3 clusters Score -1385229 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 10704 members 
Entering Unmasked Estep 
Score: -1385236.125000 Penalty: 3048.992920
	Iteration 44Q: 3 clusters Score -1385236 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 10721 members 
Entering Unmasked Estep 
Score: -1385240.625000 Penalty: 3048.992920
	Iteration 45Q: 3 clusters Score -1385241 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 10736 members 
Entering Unmasked Estep 
Score: -1385241.875000 Penalty: 3048.992920
	Iteration 46Q: 3 clusters Score -1385242 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 10746 members 
Entering Unmasked Estep 
Score: -1385246.375000 Penalty: 3048.992920
	Iteration 47Q: 3 clusters Score -1385246 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 10759 members 
Entering Unmasked Estep 
Score: -1385247.250000 Penalty: 3048.992920
	Iteration 48Q: 3 clusters Score -1385247 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 10768 members 
Entering Unmasked Estep 
Score: -1385249.125000 Penalty: 3048.992920
	Iteration 49Q: 3 clusters Score -1385249 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 10774 members 
Entering Unmasked Estep 
Score: -1385251.750000 Penalty: 3048.992920
	Iteration 50Q: 3 clusters Score -1385252 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 10781 members 
Entering Unmasked Estep 
Score: -1385253.250000 Penalty: 3048.992920
	Iteration 51Q: 3 clusters Score -1385253 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 10789 members 
Entering Unmasked Estep 
Score: -1385258.500000 Penalty: 3048.992920
	Iteration 52Q: 3 clusters Score -1385258 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 10799 members 
Entering Unmasked Estep 
Score: -1385261.125000 Penalty: 3048.992920
	Iteration 53Q: 3 clusters Score -1385261 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 10811 members 
Entering Unmasked Estep 
Score: -1385263.875000 Penalty: 3048.992920
	Iteration 54Q: 3 clusters Score -1385264 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 10818 members 
Entering Unmasked Estep 
Score: -1385265.500000 Penalty: 3048.992920
	Iteration 55Q: 3 clusters Score -1385266 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 10828 members 
Entering Unmasked Estep 
Score: -1385269.625000 Penalty: 3048.992920
	Iteration 56Q: 3 clusters Score -1385270 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 10837 members 
Entering Unmasked Estep 
Score: -1385271.750000 Penalty: 3048.992920
	Iteration 57Q: 3 clusters Score -1385272 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 10843 members 
Entering Unmasked Estep 
Score: -1385273.500000 Penalty: 3048.992920
	Iteration 58Q: 3 clusters Score -1385274 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 10852 members 
Entering Unmasked Estep 
Score: -1385277.875000 Penalty: 3048.992920
	Iteration 59Q: 3 clusters Score -1385278 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 10860 members 
Entering Unmasked Estep 
Score: -1385279.000000 Penalty: 3048.992920
	Iteration 60F: 3 clusters Score -1385279 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 10865 members 
Entering Unmasked Estep 
Score: -1385280.375000 Penalty: 3048.992920
	Iteration 61Q: 3 clusters Score -1385280 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 10870 members 
Entering Unmasked Estep 
Score: -1385279.375000 Penalty: 3048.992920
	Iteration 62Q: 3 clusters Score -1385279 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 10874 members 
Entering Unmasked Estep 
Score: -1385280.125000 Penalty: 3048.992920
	Iteration 63Q: 3 clusters Score -1385280 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 10875 members 
Entering Unmasked Estep 
Score: -1385281.000000 Penalty: 3048.992920
	Iteration 64Q: 3 clusters Score -1385281 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 10875 members 
Entering Unmasked Estep 
Score: -1385281.000000 Penalty: 3048.992920
	Iteration 65F: 3 clusters Score -1385281 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (36396 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36396 members 
Entering Unmasked Estep 
Score: -4608690.000000 Penalty: 1706.609863
	Iteration 0F: 2 clusters Score -4608690 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18185 members 
Mstep: Class 2 contains 18211 members 
Entering Unmasked Estep 
Score: -4584389.500000 Penalty: 3413.219727
	Iteration 0F: 3 clusters Score -4584390 nChanged 16860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17883 members 
Mstep: Class 2 contains 18513 members 
Entering Unmasked Estep 
Score: -4593588.500000 Penalty: 3413.219727
	Iteration 1F: 3 clusters Score -4593588 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17640 members 
Mstep: Class 2 contains 18756 members 
Entering Unmasked Estep 
Score: -4594003.500000 Penalty: 3413.219727
	Iteration 2Q: 3 clusters Score -4594004 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17318 members 
Mstep: Class 2 contains 19078 members 
Entering Unmasked Estep 
Score: -4594389.000000 Penalty: 3413.219727
	Iteration 3Q: 3 clusters Score -4594389 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16874 members 
Mstep: Class 2 contains 19522 members 
Entering Unmasked Estep 
Score: -4594763.000000 Penalty: 3413.219727
	Iteration 4Q: 3 clusters Score -4594763 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16282 members 
Mstep: Class 2 contains 20114 members 
Entering Unmasked Estep 
Score: -4595260.500000 Penalty: 3413.219727
	Iteration 5Q: 3 clusters Score -4595260 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15499 members 
Mstep: Class 2 contains 20897 members 
Entering Unmasked Estep 
Score: -4595893.500000 Penalty: 3413.219727
	Iteration 6Q: 3 clusters Score -4595894 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14452 members 
Mstep: Class 2 contains 21944 members 
Entering Unmasked Estep 
Score: -4596718.000000 Penalty: 3413.219727
	Iteration 7Q: 3 clusters Score -4596718 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13193 members 
Mstep: Class 2 contains 23203 members 
Entering Unmasked Estep 
Score: -4597704.500000 Penalty: 3413.219727
	Iteration 8Q: 3 clusters Score -4597704 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11768 members 
Mstep: Class 2 contains 24628 members 
Entering Unmasked Estep 
Score: -4598883.500000 Penalty: 3413.219727
	Iteration 9F: 3 clusters Score -4598884 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10242 members 
Mstep: Class 2 contains 26154 members 
Entering Unmasked Estep 
Score: -4600160.500000 Penalty: 3413.219727
	Iteration 10F: 3 clusters Score -4600160 nChanged 1853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8731 members 
Mstep: Class 2 contains 27665 members 
Entering Unmasked Estep 
Score: -4601492.000000 Penalty: 3413.219727
	Iteration 11F: 3 clusters Score -4601492 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7382 members 
Mstep: Class 2 contains 29014 members 
Entering Unmasked Estep 
Score: -4602692.000000 Penalty: 3413.219727
	Iteration 12Q: 3 clusters Score -4602692 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6222 members 
Mstep: Class 2 contains 30174 members 
Entering Unmasked Estep 
Score: -4603651.500000 Penalty: 3413.219727
	Iteration 13Q: 3 clusters Score -4603652 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 31178 members 
Entering Unmasked Estep 
Score: -4604486.000000 Penalty: 3413.219727
	Iteration 14Q: 3 clusters Score -4604486 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 32034 members 
Entering Unmasked Estep 
Score: -4605120.500000 Penalty: 3413.219727
	Iteration 15Q: 3 clusters Score -4605120 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 32752 members 
Entering Unmasked Estep 
Score: -4605689.000000 Penalty: 3413.219727
	Iteration 16Q: 3 clusters Score -4605689 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 33339 members 
Entering Unmasked Estep 
Score: -4606190.500000 Penalty: 3413.219727
	Iteration 17Q: 3 clusters Score -4606190 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 33789 members 
Entering Unmasked Estep 
Score: -4606679.500000 Penalty: 3413.219727
	Iteration 18Q: 3 clusters Score -4606680 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 34066 members 
Entering Unmasked Estep 
Score: -4607079.500000 Penalty: 3413.219727
	Iteration 19Q: 3 clusters Score -4607080 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 34238 members 
Entering Unmasked Estep 
Score: -4607422.000000 Penalty: 3413.219727
	Iteration 20F: 3 clusters Score -4607422 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 34302 members 
Entering Unmasked Estep 
Score: -4607600.500000 Penalty: 3413.219727
	Iteration 21Q: 3 clusters Score -4607600 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 34307 members 
Entering Unmasked Estep 
Score: -4607738.000000 Penalty: 3413.219727
	Iteration 22Q: 3 clusters Score -4607738 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 34294 members 
Entering Unmasked Estep 
Score: -4607835.500000 Penalty: 3413.219727
	Iteration 23Q: 3 clusters Score -4607836 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 34255 members 
Entering Unmasked Estep 
Score: -4607939.500000 Penalty: 3413.219727
	Iteration 24Q: 3 clusters Score -4607940 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 34200 members 
Entering Unmasked Estep 
Score: -4608012.000000 Penalty: 3413.219727
	Iteration 25Q: 3 clusters Score -4608012 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 34138 members 
Entering Unmasked Estep 
Score: -4608065.500000 Penalty: 3413.219727
	Iteration 26Q: 3 clusters Score -4608066 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 34068 members 
Entering Unmasked Estep 
Score: -4608116.000000 Penalty: 3413.219727
	Iteration 27Q: 3 clusters Score -4608116 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 34011 members 
Entering Unmasked Estep 
Score: -4608149.000000 Penalty: 3413.219727
	Iteration 28Q: 3 clusters Score -4608149 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 33950 members 
Entering Unmasked Estep 
Score: -4608186.000000 Penalty: 3413.219727
	Iteration 29Q: 3 clusters Score -4608186 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 33895 members 
Entering Unmasked Estep 
Score: -4608223.500000 Penalty: 3413.219727
	Iteration 30Q: 3 clusters Score -4608224 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 33846 members 
Entering Unmasked Estep 
Score: -4608242.000000 Penalty: 3413.219727
	Iteration 31Q: 3 clusters Score -4608242 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 33791 members 
Entering Unmasked Estep 
Score: -4608257.000000 Penalty: 3413.219727
	Iteration 32Q: 3 clusters Score -4608257 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 33753 members 
Entering Unmasked Estep 
Score: -4608275.500000 Penalty: 3413.219727
	Iteration 33Q: 3 clusters Score -4608276 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 33717 members 
Entering Unmasked Estep 
Score: -4608278.000000 Penalty: 3413.219727
	Iteration 34Q: 3 clusters Score -4608278 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 33692 members 
Entering Unmasked Estep 
Score: -4608288.500000 Penalty: 3413.219727
	Iteration 35Q: 3 clusters Score -4608288 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 33664 members 
Entering Unmasked Estep 
Score: -4608304.500000 Penalty: 3413.219727
	Iteration 36Q: 3 clusters Score -4608304 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 33638 members 
Entering Unmasked Estep 
Score: -4608309.500000 Penalty: 3413.219727
	Iteration 37Q: 3 clusters Score -4608310 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 33620 members 
Entering Unmasked Estep 
Score: -4608320.500000 Penalty: 3413.219727
	Iteration 38Q: 3 clusters Score -4608320 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 33596 members 
Entering Unmasked Estep 
Score: -4608325.000000 Penalty: 3413.219727
	Iteration 39Q: 3 clusters Score -4608325 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 33585 members 
Entering Unmasked Estep 
Score: -4608359.000000 Penalty: 3413.219727
	Iteration 40F: 3 clusters Score -4608359 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 33537 members 
Entering Unmasked Estep 
Score: -4608370.500000 Penalty: 3413.219727
	Iteration 41Q: 3 clusters Score -4608370 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 33499 members 
Entering Unmasked Estep 
Score: -4608374.500000 Penalty: 3413.219727
	Iteration 42Q: 3 clusters Score -4608374 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 33466 members 
Entering Unmasked Estep 
Score: -4608385.500000 Penalty: 3413.219727
	Iteration 43Q: 3 clusters Score -4608386 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 33443 members 
Entering Unmasked Estep 
Score: -4608390.000000 Penalty: 3413.219727
	Iteration 44Q: 3 clusters Score -4608390 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 33414 members 
Entering Unmasked Estep 
Score: -4608406.500000 Penalty: 3413.219727
	Iteration 45Q: 3 clusters Score -4608406 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 33390 members 
Entering Unmasked Estep 
Score: -4608404.500000 Penalty: 3413.219727
	Iteration 46Q: 3 clusters Score -4608404 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 33369 members 
Entering Unmasked Estep 
Score: -4608409.000000 Penalty: 3413.219727
	Iteration 47Q: 3 clusters Score -4608409 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 33354 members 
Entering Unmasked Estep 
Score: -4608410.000000 Penalty: 3413.219727
	Iteration 48Q: 3 clusters Score -4608410 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 33342 members 
Entering Unmasked Estep 
Score: -4608405.500000 Penalty: 3413.219727
	Iteration 49Q: 3 clusters Score -4608406 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 33334 members 
Entering Unmasked Estep 
Score: -4608410.000000 Penalty: 3413.219727
	Iteration 50Q: 3 clusters Score -4608410 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 33323 members 
Entering Unmasked Estep 
Score: -4608410.000000 Penalty: 3413.219727
	Iteration 51Q: 3 clusters Score -4608410 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 33316 members 
Entering Unmasked Estep 
Score: -4608415.000000 Penalty: 3413.219727
	Iteration 52Q: 3 clusters Score -4608415 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 33306 members 
Entering Unmasked Estep 
Score: -4608416.000000 Penalty: 3413.219727
	Iteration 53Q: 3 clusters Score -4608416 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 33296 members 
Entering Unmasked Estep 
Score: -4608417.500000 Penalty: 3413.219727
	Iteration 54Q: 3 clusters Score -4608418 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 33286 members 
Entering Unmasked Estep 
Score: -4608411.500000 Penalty: 3413.219727
	Iteration 55Q: 3 clusters Score -4608412 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 33267 members 
Entering Unmasked Estep 
Score: -4608410.000000 Penalty: 3413.219727
	Iteration 56Q: 3 clusters Score -4608410 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 33251 members 
Entering Unmasked Estep 
Score: -4608414.000000 Penalty: 3413.219727
	Iteration 57Q: 3 clusters Score -4608414 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 33236 members 
Entering Unmasked Estep 
Score: -4608412.500000 Penalty: 3413.219727
	Iteration 58Q: 3 clusters Score -4608412 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 33223 members 
Entering Unmasked Estep 
Score: -4608412.500000 Penalty: 3413.219727
	Iteration 59Q: 3 clusters Score -4608412 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 33211 members 
Entering Unmasked Estep 
Score: -4608412.000000 Penalty: 3413.219727
	Iteration 60F: 3 clusters Score -4608412 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 33202 members 
Entering Unmasked Estep 
Score: -4608418.500000 Penalty: 3413.219727
	Iteration 61Q: 3 clusters Score -4608418 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 33194 members 
Entering Unmasked Estep 
Score: -4608415.500000 Penalty: 3413.219727
	Iteration 62Q: 3 clusters Score -4608416 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 33189 members 
Entering Unmasked Estep 
Score: -4608414.000000 Penalty: 3413.219727
	Iteration 63Q: 3 clusters Score -4608414 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 33186 members 
Entering Unmasked Estep 
Score: -4608417.000000 Penalty: 3413.219727
	Iteration 64Q: 3 clusters Score -4608417 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 33183 members 
Entering Unmasked Estep 
Score: -4608417.000000 Penalty: 3413.219727
	Iteration 65Q: 3 clusters Score -4608417 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 33178 members 
Entering Unmasked Estep 
Score: -4608423.000000 Penalty: 3413.219727
	Iteration 66Q: 3 clusters Score -4608423 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 33174 members 
Entering Unmasked Estep 
Score: -4608421.000000 Penalty: 3413.219727
	Iteration 67Q: 3 clusters Score -4608421 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 33172 members 
Entering Unmasked Estep 
Score: -4608423.500000 Penalty: 3413.219727
	Iteration 68Q: 3 clusters Score -4608424 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 33168 members 
Entering Unmasked Estep 
Score: -4608423.500000 Penalty: 3413.219727
	Iteration 69Q: 3 clusters Score -4608424 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 33164 members 
Entering Unmasked Estep 
Score: -4608423.000000 Penalty: 3413.219727
	Iteration 70Q: 3 clusters Score -4608423 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 33161 members 
Entering Unmasked Estep 
Score: -4608420.500000 Penalty: 3413.219727
	Iteration 71Q: 3 clusters Score -4608420 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 33159 members 
Entering Unmasked Estep 
Score: -4608425.500000 Penalty: 3413.219727
	Iteration 72Q: 3 clusters Score -4608426 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 33158 members 
Entering Unmasked Estep 
Score: -4608424.500000 Penalty: 3413.219727
	Iteration 73Q: 3 clusters Score -4608424 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 33158 members 
Entering Unmasked Estep 
Score: -4608424.500000 Penalty: 3413.219727
	Iteration 74F: 3 clusters Score -4608424 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (21718 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21718 members 
Entering Unmasked Estep 
Score: -2530454.000000 Penalty: 1622.708252
	Iteration 0F: 2 clusters Score -2530454 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10683 members 
Mstep: Class 2 contains 11035 members 
Entering Unmasked Estep 
Score: -2515602.750000 Penalty: 3245.416504
	Iteration 0F: 3 clusters Score -2515603 nChanged 9864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9641 members 
Mstep: Class 2 contains 12077 members 
Entering Unmasked Estep 
Score: -2521334.750000 Penalty: 3245.416504
	Iteration 1F: 3 clusters Score -2521335 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9000 members 
Mstep: Class 2 contains 12718 members 
Entering Unmasked Estep 
Score: -2522146.500000 Penalty: 3245.416504
	Iteration 2F: 3 clusters Score -2522146 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8120 members 
Mstep: Class 2 contains 13598 members 
Entering Unmasked Estep 
Score: -2523155.250000 Penalty: 3245.416504
	Iteration 3F: 3 clusters Score -2523155 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7015 members 
Mstep: Class 2 contains 14703 members 
Entering Unmasked Estep 
Score: -2524237.000000 Penalty: 3245.416504
	Iteration 4F: 3 clusters Score -2524237 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5809 members 
Mstep: Class 2 contains 15909 members 
Entering Unmasked Estep 
Score: -2525360.250000 Penalty: 3245.416504
	Iteration 5F: 3 clusters Score -2525360 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 17180 members 
Entering Unmasked Estep 
Score: -2526491.500000 Penalty: 3245.416504
	Iteration 6F: 3 clusters Score -2526492 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 18318 members 
Entering Unmasked Estep 
Score: -2527494.000000 Penalty: 3245.416504
	Iteration 7F: 3 clusters Score -2527494 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 19241 members 
Entering Unmasked Estep 
Score: -2528289.750000 Penalty: 3245.416504
	Iteration 8Q: 3 clusters Score -2528290 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 19906 members 
Entering Unmasked Estep 
Score: -2528854.000000 Penalty: 3245.416504
	Iteration 9Q: 3 clusters Score -2528854 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 20337 members 
Entering Unmasked Estep 
Score: -2529215.750000 Penalty: 3245.416504
	Iteration 10Q: 3 clusters Score -2529216 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 20612 members 
Entering Unmasked Estep 
Score: -2529445.250000 Penalty: 3245.416504
	Iteration 11Q: 3 clusters Score -2529445 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 20790 members 
Entering Unmasked Estep 
Score: -2529629.000000 Penalty: 3245.416504
	Iteration 12Q: 3 clusters Score -2529629 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 20890 members 
Entering Unmasked Estep 
Score: -2529731.750000 Penalty: 3245.416504
	Iteration 13Q: 3 clusters Score -2529732 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 20948 members 
Entering Unmasked Estep 
Score: -2529796.500000 Penalty: 3245.416504
	Iteration 14Q: 3 clusters Score -2529796 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 20984 members 
Entering Unmasked Estep 
Score: -2529834.250000 Penalty: 3245.416504
	Iteration 15Q: 3 clusters Score -2529834 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 20999 members 
Entering Unmasked Estep 
Score: -2529860.750000 Penalty: 3245.416504
	Iteration 16Q: 3 clusters Score -2529861 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 21001 members 
Entering Unmasked Estep 
Score: -2529871.250000 Penalty: 3245.416504
	Iteration 17Q: 3 clusters Score -2529871 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 21008 members 
Entering Unmasked Estep 
Score: -2529881.000000 Penalty: 3245.416504
	Iteration 18Q: 3 clusters Score -2529881 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 21016 members 
Entering Unmasked Estep 
Score: -2529883.500000 Penalty: 3245.416504
	Iteration 19Q: 3 clusters Score -2529884 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 21020 members 
Entering Unmasked Estep 
Score: -2529885.750000 Penalty: 3245.416504
	Iteration 20F: 3 clusters Score -2529886 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 21022 members 
Entering Unmasked Estep 
Score: -2529891.500000 Penalty: 3245.416504
	Iteration 21Q: 3 clusters Score -2529892 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 21023 members 
Entering Unmasked Estep 
Score: -2529891.750000 Penalty: 3245.416504
	Iteration 22Q: 3 clusters Score -2529892 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 21024 members 
Entering Unmasked Estep 
Score: -2529891.000000 Penalty: 3245.416504
	Iteration 23Q: 3 clusters Score -2529891 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 21024 members 
Entering Unmasked Estep 
Score: -2529891.750000 Penalty: 3245.416504
	Iteration 24Q: 3 clusters Score -2529892 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 21023 members 
Entering Unmasked Estep 
Score: -2529892.000000 Penalty: 3245.416504
	Iteration 25Q: 3 clusters Score -2529892 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 21023 members 
Entering Unmasked Estep 
Score: -2529894.000000 Penalty: 3245.416504
	Iteration 26Q: 3 clusters Score -2529894 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 21024 members 
Entering Unmasked Estep 
Score: -2529897.000000 Penalty: 3245.416504
	Iteration 27Q: 3 clusters Score -2529897 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 21023 members 
Entering Unmasked Estep 
Score: -2529897.000000 Penalty: 3245.416504
	Iteration 28Q: 3 clusters Score -2529897 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 21023 members 
Entering Unmasked Estep 
Score: -2529897.000000 Penalty: 3245.416504
	Iteration 29F: 3 clusters Score -2529897 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (1385 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Entering Unmasked Estep 
Score: -166090.640625 Penalty: 1175.436523
	Iteration 0F: 2 clusters Score -166090.6 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 682 members 
Entering Unmasked Estep 
Score: -164363.375000 Penalty: 2350.873047
	Iteration 0F: 3 clusters Score -164363.4 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -164724.484375 Penalty: 2350.873047
	Iteration 1F: 3 clusters Score -164724.5 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -164850.046875 Penalty: 2350.873047
	Iteration 2F: 3 clusters Score -164850 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -164980.140625 Penalty: 2350.873047
	Iteration 3F: 3 clusters Score -164980.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -165189.093750 Penalty: 2350.873047
	Iteration 4F: 3 clusters Score -165189.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -165416.984375 Penalty: 2350.873047
	Iteration 5F: 3 clusters Score -165417 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -165583.343750 Penalty: 2350.873047
	Iteration 6F: 3 clusters Score -165583.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -165727.343750 Penalty: 2350.873047
	Iteration 7F: 3 clusters Score -165727.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -165831.687500 Penalty: 2350.873047
	Iteration 8Q: 3 clusters Score -165831.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -165876.421875 Penalty: 2350.873047
	Iteration 9Q: 3 clusters Score -165876.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -165913.109375 Penalty: 2350.873047
	Iteration 10Q: 3 clusters Score -165913.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -165947.750000 Penalty: 2350.873047
	Iteration 11Q: 3 clusters Score -165947.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -165960.953125 Penalty: 2350.873047
	Iteration 12Q: 3 clusters Score -165961 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -165973.046875 Penalty: 2350.873047
	Iteration 13Q: 3 clusters Score -165973 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -165984.562500 Penalty: 2350.873047
	Iteration 14Q: 3 clusters Score -165984.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -165995.171875 Penalty: 2350.873047
	Iteration 15Q: 3 clusters Score -165995.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -165998.375000 Penalty: 2350.873047
	Iteration 16Q: 3 clusters Score -165998.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -165999.562500 Penalty: 2350.873047
	Iteration 17Q: 3 clusters Score -165999.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -166000.234375 Penalty: 2350.873047
	Iteration 18Q: 3 clusters Score -166000.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -166000.234375 Penalty: 2350.873047
	Iteration 19F: 3 clusters Score -166000.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (24698 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24698 members 
Entering Unmasked Estep 
Score: -3118097.500000 Penalty: 1643.602539
	Iteration 0F: 2 clusters Score -3118098 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12299 members 
Mstep: Class 2 contains 12399 members 
Entering Unmasked Estep 
Score: -3101473.750000 Penalty: 3287.205078
	Iteration 0F: 3 clusters Score -3101474 nChanged 11244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11803 members 
Mstep: Class 2 contains 12895 members 
Entering Unmasked Estep 
Score: -3107879.000000 Penalty: 3287.205078
	Iteration 1F: 3 clusters Score -3107879 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11338 members 
Mstep: Class 2 contains 13360 members 
Entering Unmasked Estep 
Score: -3108510.500000 Penalty: 3287.205078
	Iteration 2F: 3 clusters Score -3108510 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10653 members 
Mstep: Class 2 contains 14045 members 
Entering Unmasked Estep 
Score: -3109348.250000 Penalty: 3287.205078
	Iteration 3F: 3 clusters Score -3109348 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9871 members 
Mstep: Class 2 contains 14827 members 
Entering Unmasked Estep 
Score: -3110332.250000 Penalty: 3287.205078
	Iteration 4F: 3 clusters Score -3110332 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9022 members 
Mstep: Class 2 contains 15676 members 
Entering Unmasked Estep 
Score: -3111305.000000 Penalty: 3287.205078
	Iteration 5F: 3 clusters Score -3111305 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8236 members 
Mstep: Class 2 contains 16462 members 
Entering Unmasked Estep 
Score: -3112101.250000 Penalty: 3287.205078
	Iteration 6F: 3 clusters Score -3112101 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7562 members 
Mstep: Class 2 contains 17136 members 
Entering Unmasked Estep 
Score: -3112723.250000 Penalty: 3287.205078
	Iteration 7Q: 3 clusters Score -3112723 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6922 members 
Mstep: Class 2 contains 17776 members 
Entering Unmasked Estep 
Score: -3113247.500000 Penalty: 3287.205078
	Iteration 8Q: 3 clusters Score -3113248 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6345 members 
Mstep: Class 2 contains 18353 members 
Entering Unmasked Estep 
Score: -3113682.000000 Penalty: 3287.205078
	Iteration 9Q: 3 clusters Score -3113682 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5816 members 
Mstep: Class 2 contains 18882 members 
Entering Unmasked Estep 
Score: -3114133.500000 Penalty: 3287.205078
	Iteration 10Q: 3 clusters Score -3114134 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 19324 members 
Entering Unmasked Estep 
Score: -3114604.500000 Penalty: 3287.205078
	Iteration 11Q: 3 clusters Score -3114604 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 19698 members 
Entering Unmasked Estep 
Score: -3115027.500000 Penalty: 3287.205078
	Iteration 12Q: 3 clusters Score -3115028 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 19988 members 
Entering Unmasked Estep 
Score: -3115344.750000 Penalty: 3287.205078
	Iteration 13Q: 3 clusters Score -3115345 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 20231 members 
Entering Unmasked Estep 
Score: -3115556.750000 Penalty: 3287.205078
	Iteration 14Q: 3 clusters Score -3115557 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 20442 members 
Entering Unmasked Estep 
Score: -3115703.250000 Penalty: 3287.205078
	Iteration 15Q: 3 clusters Score -3115703 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 20639 members 
Entering Unmasked Estep 
Score: -3115806.750000 Penalty: 3287.205078
	Iteration 16Q: 3 clusters Score -3115807 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 20826 members 
Entering Unmasked Estep 
Score: -3115917.000000 Penalty: 3287.205078
	Iteration 17Q: 3 clusters Score -3115917 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 21004 members 
Entering Unmasked Estep 
Score: -3116008.500000 Penalty: 3287.205078
	Iteration 18Q: 3 clusters Score -3116008 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 21156 members 
Entering Unmasked Estep 
Score: -3116083.000000 Penalty: 3287.205078
	Iteration 19Q: 3 clusters Score -3116083 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 21326 members 
Entering Unmasked Estep 
Score: -3116167.000000 Penalty: 3287.205078
	Iteration 20F: 3 clusters Score -3116167 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 21468 members 
Entering Unmasked Estep 
Score: -3116231.250000 Penalty: 3287.205078
	Iteration 21Q: 3 clusters Score -3116231 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 21594 members 
Entering Unmasked Estep 
Score: -3116293.000000 Penalty: 3287.205078
	Iteration 22Q: 3 clusters Score -3116293 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 21704 members 
Entering Unmasked Estep 
Score: -3116342.250000 Penalty: 3287.205078
	Iteration 23Q: 3 clusters Score -3116342 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 21810 members 
Entering Unmasked Estep 
Score: -3116384.000000 Penalty: 3287.205078
	Iteration 24Q: 3 clusters Score -3116384 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 21899 members 
Entering Unmasked Estep 
Score: -3116426.500000 Penalty: 3287.205078
	Iteration 25Q: 3 clusters Score -3116426 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 21979 members 
Entering Unmasked Estep 
Score: -3116457.000000 Penalty: 3287.205078
	Iteration 26Q: 3 clusters Score -3116457 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 22048 members 
Entering Unmasked Estep 
Score: -3116476.750000 Penalty: 3287.205078
	Iteration 27Q: 3 clusters Score -3116477 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 22105 members 
Entering Unmasked Estep 
Score: -3116496.000000 Penalty: 3287.205078
	Iteration 28Q: 3 clusters Score -3116496 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 22161 members 
Entering Unmasked Estep 
Score: -3116516.500000 Penalty: 3287.205078
	Iteration 29Q: 3 clusters Score -3116516 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 22217 members 
Entering Unmasked Estep 
Score: -3116532.750000 Penalty: 3287.205078
	Iteration 30Q: 3 clusters Score -3116533 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 22265 members 
Entering Unmasked Estep 
Score: -3116548.000000 Penalty: 3287.205078
	Iteration 31Q: 3 clusters Score -3116548 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 22316 members 
Entering Unmasked Estep 
Score: -3116560.000000 Penalty: 3287.205078
	Iteration 32Q: 3 clusters Score -3116560 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 22365 members 
Entering Unmasked Estep 
Score: -3116569.500000 Penalty: 3287.205078
	Iteration 33Q: 3 clusters Score -3116570 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 22405 members 
Entering Unmasked Estep 
Score: -3116578.250000 Penalty: 3287.205078
	Iteration 34Q: 3 clusters Score -3116578 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 22450 members 
Entering Unmasked Estep 
Score: -3116587.750000 Penalty: 3287.205078
	Iteration 35Q: 3 clusters Score -3116588 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 22507 members 
Entering Unmasked Estep 
Score: -3116598.000000 Penalty: 3287.205078
	Iteration 36Q: 3 clusters Score -3116598 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 22548 members 
Entering Unmasked Estep 
Score: -3116610.500000 Penalty: 3287.205078
	Iteration 37Q: 3 clusters Score -3116610 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 22591 members 
Entering Unmasked Estep 
Score: -3116623.750000 Penalty: 3287.205078
	Iteration 38Q: 3 clusters Score -3116624 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 22624 members 
Entering Unmasked Estep 
Score: -3116628.000000 Penalty: 3287.205078
	Iteration 39Q: 3 clusters Score -3116628 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 22651 members 
Entering Unmasked Estep 
Score: -3116637.250000 Penalty: 3287.205078
	Iteration 40F: 3 clusters Score -3116637 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 22675 members 
Entering Unmasked Estep 
Score: -3116637.000000 Penalty: 3287.205078
	Iteration 41Q: 3 clusters Score -3116637 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 22692 members 
Entering Unmasked Estep 
Score: -3116638.750000 Penalty: 3287.205078
	Iteration 42Q: 3 clusters Score -3116639 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 22715 members 
Entering Unmasked Estep 
Score: -3116648.000000 Penalty: 3287.205078
	Iteration 43Q: 3 clusters Score -3116648 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 22740 members 
Entering Unmasked Estep 
Score: -3116647.750000 Penalty: 3287.205078
	Iteration 44Q: 3 clusters Score -3116648 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 22761 members 
Entering Unmasked Estep 
Score: -3116655.000000 Penalty: 3287.205078
	Iteration 45Q: 3 clusters Score -3116655 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 22784 members 
Entering Unmasked Estep 
Score: -3116669.250000 Penalty: 3287.205078
	Iteration 46Q: 3 clusters Score -3116669 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 22799 members 
Entering Unmasked Estep 
Score: -3116680.750000 Penalty: 3287.205078
	Iteration 47Q: 3 clusters Score -3116681 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 22813 members 
Entering Unmasked Estep 
Score: -3116689.750000 Penalty: 3287.205078
	Iteration 48Q: 3 clusters Score -3116690 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 22827 members 
Entering Unmasked Estep 
Score: -3116695.500000 Penalty: 3287.205078
	Iteration 49Q: 3 clusters Score -3116696 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 22850 members 
Entering Unmasked Estep 
Score: -3116699.000000 Penalty: 3287.205078
	Iteration 50Q: 3 clusters Score -3116699 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 22869 members 
Entering Unmasked Estep 
Score: -3116700.000000 Penalty: 3287.205078
	Iteration 51Q: 3 clusters Score -3116700 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 22888 members 
Entering Unmasked Estep 
Score: -3116708.500000 Penalty: 3287.205078
	Iteration 52Q: 3 clusters Score -3116708 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 22907 members 
Entering Unmasked Estep 
Score: -3116716.250000 Penalty: 3287.205078
	Iteration 53Q: 3 clusters Score -3116716 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 22918 members 
Entering Unmasked Estep 
Score: -3116708.750000 Penalty: 3287.205078
	Iteration 54Q: 3 clusters Score -3116709 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 22929 members 
Entering Unmasked Estep 
Score: -3116710.250000 Penalty: 3287.205078
	Iteration 55Q: 3 clusters Score -3116710 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 22935 members 
Entering Unmasked Estep 
Score: -3116716.000000 Penalty: 3287.205078
	Iteration 56Q: 3 clusters Score -3116716 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 22944 members 
Entering Unmasked Estep 
Score: -3116720.500000 Penalty: 3287.205078
	Iteration 57Q: 3 clusters Score -3116720 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 22950 members 
Entering Unmasked Estep 
Score: -3116719.250000 Penalty: 3287.205078
	Iteration 58Q: 3 clusters Score -3116719 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 22956 members 
Entering Unmasked Estep 
Score: -3116720.000000 Penalty: 3287.205078
	Iteration 59Q: 3 clusters Score -3116720 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 22963 members 
Entering Unmasked Estep 
Score: -3116724.250000 Penalty: 3287.205078
	Iteration 60F: 3 clusters Score -3116724 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 22971 members 
Entering Unmasked Estep 
Score: -3116729.500000 Penalty: 3287.205078
	Iteration 61Q: 3 clusters Score -3116730 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 22980 members 
Entering Unmasked Estep 
Score: -3116723.250000 Penalty: 3287.205078
	Iteration 62Q: 3 clusters Score -3116723 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 22996 members 
Entering Unmasked Estep 
Score: -3116727.000000 Penalty: 3287.205078
	Iteration 63Q: 3 clusters Score -3116727 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 23009 members 
Entering Unmasked Estep 
Score: -3116733.750000 Penalty: 3287.205078
	Iteration 64Q: 3 clusters Score -3116734 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 23024 members 
Entering Unmasked Estep 
Score: -3116733.750000 Penalty: 3287.205078
	Iteration 65Q: 3 clusters Score -3116734 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 23033 members 
Entering Unmasked Estep 
Score: -3116738.750000 Penalty: 3287.205078
	Iteration 66Q: 3 clusters Score -3116739 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 23041 members 
Entering Unmasked Estep 
Score: -3116734.750000 Penalty: 3287.205078
	Iteration 67Q: 3 clusters Score -3116735 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 23055 members 
Entering Unmasked Estep 
Score: -3116740.000000 Penalty: 3287.205078
	Iteration 68Q: 3 clusters Score -3116740 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 23075 members 
Entering Unmasked Estep 
Score: -3116741.000000 Penalty: 3287.205078
	Iteration 69Q: 3 clusters Score -3116741 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 23087 members 
Entering Unmasked Estep 
Score: -3116747.000000 Penalty: 3287.205078
	Iteration 70Q: 3 clusters Score -3116747 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 23092 members 
Entering Unmasked Estep 
Score: -3116748.000000 Penalty: 3287.205078
	Iteration 71Q: 3 clusters Score -3116748 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 23096 members 
Entering Unmasked Estep 
Score: -3116748.250000 Penalty: 3287.205078
	Iteration 72Q: 3 clusters Score -3116748 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 23101 members 
Entering Unmasked Estep 
Score: -3116756.000000 Penalty: 3287.205078
	Iteration 73Q: 3 clusters Score -3116756 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 23108 members 
Entering Unmasked Estep 
Score: -3116760.250000 Penalty: 3287.205078
	Iteration 74Q: 3 clusters Score -3116760 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 23120 members 
Entering Unmasked Estep 
Score: -3116765.500000 Penalty: 3287.205078
	Iteration 75Q: 3 clusters Score -3116766 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 23127 members 
Entering Unmasked Estep 
Score: -3116771.000000 Penalty: 3287.205078
	Iteration 76Q: 3 clusters Score -3116771 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 23131 members 
Entering Unmasked Estep 
Score: -3116767.750000 Penalty: 3287.205078
	Iteration 77Q: 3 clusters Score -3116768 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 23134 members 
Entering Unmasked Estep 
Score: -3116764.750000 Penalty: 3287.205078
	Iteration 78Q: 3 clusters Score -3116765 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 23141 members 
Entering Unmasked Estep 
Score: -3116770.750000 Penalty: 3287.205078
	Iteration 79Q: 3 clusters Score -3116771 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 23152 members 
Entering Unmasked Estep 
Score: -3116770.500000 Penalty: 3287.205078
	Iteration 80F: 3 clusters Score -3116770 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 23157 members 
Entering Unmasked Estep 
Score: -3116768.750000 Penalty: 3287.205078
	Iteration 81Q: 3 clusters Score -3116769 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 23165 members 
Entering Unmasked Estep 
Score: -3116771.750000 Penalty: 3287.205078
	Iteration 82Q: 3 clusters Score -3116772 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 23169 members 
Entering Unmasked Estep 
Score: -3116771.750000 Penalty: 3287.205078
	Iteration 83Q: 3 clusters Score -3116772 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 23172 members 
Entering Unmasked Estep 
Score: -3116770.250000 Penalty: 3287.205078
	Iteration 84Q: 3 clusters Score -3116770 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 23175 members 
Entering Unmasked Estep 
Score: -3116771.000000 Penalty: 3287.205078
	Iteration 85Q: 3 clusters Score -3116771 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 23177 members 
Entering Unmasked Estep 
Score: -3116769.250000 Penalty: 3287.205078
	Iteration 86Q: 3 clusters Score -3116769 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 23180 members 
Entering Unmasked Estep 
Score: -3116772.000000 Penalty: 3287.205078
	Iteration 87Q: 3 clusters Score -3116772 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 23182 members 
Entering Unmasked Estep 
Score: -3116771.750000 Penalty: 3287.205078
	Iteration 88Q: 3 clusters Score -3116772 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 23182 members 
Entering Unmasked Estep 
Score: -3116771.750000 Penalty: 3287.205078
	Iteration 89F: 3 clusters Score -3116772 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (4427 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Entering Unmasked Estep 
Score: -558951.562500 Penalty: 1364.265015
	Iteration 0F: 2 clusters Score -558951.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -555312.625000 Penalty: 2728.530029
	Iteration 0F: 3 clusters Score -555312.6 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -556230.062500 Penalty: 2728.530029
	Iteration 1F: 3 clusters Score -556230.1 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -556366.687500 Penalty: 2728.530029
	Iteration 2F: 3 clusters Score -556366.7 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -556470.687500 Penalty: 2728.530029
	Iteration 3Q: 3 clusters Score -556470.7 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -556555.937500 Penalty: 2728.530029
	Iteration 4Q: 3 clusters Score -556555.9 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -556619.187500 Penalty: 2728.530029
	Iteration 5Q: 3 clusters Score -556619.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -556661.437500 Penalty: 2728.530029
	Iteration 6Q: 3 clusters Score -556661.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -556697.937500 Penalty: 2728.530029
	Iteration 7Q: 3 clusters Score -556697.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -556734.000000 Penalty: 2728.530029
	Iteration 8Q: 3 clusters Score -556734 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -556777.125000 Penalty: 2728.530029
	Iteration 9Q: 3 clusters Score -556777.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -556815.875000 Penalty: 2728.530029
	Iteration 10Q: 3 clusters Score -556815.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -556866.437500 Penalty: 2728.530029
	Iteration 11Q: 3 clusters Score -556866.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -556920.750000 Penalty: 2728.530029
	Iteration 12Q: 3 clusters Score -556920.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -556985.625000 Penalty: 2728.530029
	Iteration 13Q: 3 clusters Score -556985.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -557056.437500 Penalty: 2728.530029
	Iteration 14Q: 3 clusters Score -557056.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -557129.875000 Penalty: 2728.530029
	Iteration 15Q: 3 clusters Score -557129.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -557202.812500 Penalty: 2728.530029
	Iteration 16Q: 3 clusters Score -557202.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -557277.375000 Penalty: 2728.530029
	Iteration 17Q: 3 clusters Score -557277.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -557353.125000 Penalty: 2728.530029
	Iteration 18Q: 3 clusters Score -557353.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -557432.437500 Penalty: 2728.530029
	Iteration 19Q: 3 clusters Score -557432.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -557501.312500 Penalty: 2728.530029
	Iteration 20F: 3 clusters Score -557501.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -557562.625000 Penalty: 2728.530029
	Iteration 21Q: 3 clusters Score -557562.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -557611.625000 Penalty: 2728.530029
	Iteration 22Q: 3 clusters Score -557611.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -557643.875000 Penalty: 2728.530029
	Iteration 23Q: 3 clusters Score -557643.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -557669.250000 Penalty: 2728.530029
	Iteration 24Q: 3 clusters Score -557669.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -557699.937500 Penalty: 2728.530029
	Iteration 25Q: 3 clusters Score -557699.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -557715.812500 Penalty: 2728.530029
	Iteration 26Q: 3 clusters Score -557715.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -557725.375000 Penalty: 2728.530029
	Iteration 27Q: 3 clusters Score -557725.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -557732.375000 Penalty: 2728.530029
	Iteration 28Q: 3 clusters Score -557732.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -557737.125000 Penalty: 2728.530029
	Iteration 29Q: 3 clusters Score -557737.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -557740.687500 Penalty: 2728.530029
	Iteration 30Q: 3 clusters Score -557740.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -557745.562500 Penalty: 2728.530029
	Iteration 31Q: 3 clusters Score -557745.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -557747.750000 Penalty: 2728.530029
	Iteration 32Q: 3 clusters Score -557747.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -557751.375000 Penalty: 2728.530029
	Iteration 33Q: 3 clusters Score -557751.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -557756.625000 Penalty: 2728.530029
	Iteration 34Q: 3 clusters Score -557756.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -557761.000000 Penalty: 2728.530029
	Iteration 35Q: 3 clusters Score -557761 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -557765.062500 Penalty: 2728.530029
	Iteration 36Q: 3 clusters Score -557765.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -557771.687500 Penalty: 2728.530029
	Iteration 37Q: 3 clusters Score -557771.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -557772.625000 Penalty: 2728.530029
	Iteration 38Q: 3 clusters Score -557772.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -557772.625000 Penalty: 2728.530029
	Iteration 39F: 3 clusters Score -557772.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (3228 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Entering Unmasked Estep 
Score: -405214.000000 Penalty: 1312.937988
	Iteration 0F: 2 clusters Score -405214 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -402419.250000 Penalty: 2625.875977
	Iteration 0F: 3 clusters Score -402419.2 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -403163.437500 Penalty: 2625.875977
	Iteration 1F: 3 clusters Score -403163.4 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -403407.031250 Penalty: 2625.875977
	Iteration 2F: 3 clusters Score -403407 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -403605.000000 Penalty: 2625.875977
	Iteration 3F: 3 clusters Score -403605 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -403784.093750 Penalty: 2625.875977
	Iteration 4F: 3 clusters Score -403784.1 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -403915.531250 Penalty: 2625.875977
	Iteration 5Q: 3 clusters Score -403915.5 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -404018.812500 Penalty: 2625.875977
	Iteration 6Q: 3 clusters Score -404018.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -404072.281250 Penalty: 2625.875977
	Iteration 7Q: 3 clusters Score -404072.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -404107.406250 Penalty: 2625.875977
	Iteration 8Q: 3 clusters Score -404107.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -404126.593750 Penalty: 2625.875977
	Iteration 9Q: 3 clusters Score -404126.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -404140.781250 Penalty: 2625.875977
	Iteration 10Q: 3 clusters Score -404140.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -404147.906250 Penalty: 2625.875977
	Iteration 11Q: 3 clusters Score -404147.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -404155.625000 Penalty: 2625.875977
	Iteration 12Q: 3 clusters Score -404155.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -404162.593750 Penalty: 2625.875977
	Iteration 13Q: 3 clusters Score -404162.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -404167.031250 Penalty: 2625.875977
	Iteration 14Q: 3 clusters Score -404167 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -404170.000000 Penalty: 2625.875977
	Iteration 15Q: 3 clusters Score -404170 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -404171.250000 Penalty: 2625.875977
	Iteration 16Q: 3 clusters Score -404171.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -404171.718750 Penalty: 2625.875977
	Iteration 17Q: 3 clusters Score -404171.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -404172.781250 Penalty: 2625.875977
	Iteration 18Q: 3 clusters Score -404172.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -404173.250000 Penalty: 2625.875977
	Iteration 19Q: 3 clusters Score -404173.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -404172.906250 Penalty: 2625.875977
	Iteration 20F: 3 clusters Score -404172.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -404173.281250 Penalty: 2625.875977
	Iteration 21Q: 3 clusters Score -404173.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -404174.468750 Penalty: 2625.875977
	Iteration 22Q: 3 clusters Score -404174.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -404174.375000 Penalty: 2625.875977
	Iteration 23Q: 3 clusters Score -404174.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -404174.625000 Penalty: 2625.875977
	Iteration 24Q: 3 clusters Score -404174.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -404174.687500 Penalty: 2625.875977
	Iteration 25Q: 3 clusters Score -404174.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -404175.000000 Penalty: 2625.875977
	Iteration 26Q: 3 clusters Score -404175 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -404175.000000 Penalty: 2625.875977
	Iteration 27F: 3 clusters Score -404175 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (4682 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Entering Unmasked Estep 
Score: -589708.687500 Penalty: 1373.365601
	Iteration 0F: 2 clusters Score -589708.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -585949.562500 Penalty: 2746.731201
	Iteration 0F: 3 clusters Score -585949.6 nChanged 1856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -586983.625000 Penalty: 2746.731201
	Iteration 1F: 3 clusters Score -586983.6 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -587154.937500 Penalty: 2746.731201
	Iteration 2F: 3 clusters Score -587154.9 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -587280.312500 Penalty: 2746.731201
	Iteration 3Q: 3 clusters Score -587280.3 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -587386.375000 Penalty: 2746.731201
	Iteration 4Q: 3 clusters Score -587386.4 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -587480.500000 Penalty: 2746.731201
	Iteration 5Q: 3 clusters Score -587480.5 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -587554.375000 Penalty: 2746.731201
	Iteration 6Q: 3 clusters Score -587554.4 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -587636.000000 Penalty: 2746.731201
	Iteration 7Q: 3 clusters Score -587636 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -587741.500000 Penalty: 2746.731201
	Iteration 8Q: 3 clusters Score -587741.5 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -587854.250000 Penalty: 2746.731201
	Iteration 9Q: 3 clusters Score -587854.2 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -587960.937500 Penalty: 2746.731201
	Iteration 10Q: 3 clusters Score -587960.9 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -588083.062500 Penalty: 2746.731201
	Iteration 11Q: 3 clusters Score -588083.1 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -588179.437500 Penalty: 2746.731201
	Iteration 12Q: 3 clusters Score -588179.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -588268.437500 Penalty: 2746.731201
	Iteration 13Q: 3 clusters Score -588268.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -588366.812500 Penalty: 2746.731201
	Iteration 14Q: 3 clusters Score -588366.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -588482.062500 Penalty: 2746.731201
	Iteration 15Q: 3 clusters Score -588482.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -588586.812500 Penalty: 2746.731201
	Iteration 16Q: 3 clusters Score -588586.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -588671.750000 Penalty: 2746.731201
	Iteration 17Q: 3 clusters Score -588671.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -588736.937500 Penalty: 2746.731201
	Iteration 18Q: 3 clusters Score -588736.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -588776.875000 Penalty: 2746.731201
	Iteration 19Q: 3 clusters Score -588776.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -588808.187500 Penalty: 2746.731201
	Iteration 20F: 3 clusters Score -588808.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -588827.875000 Penalty: 2746.731201
	Iteration 21Q: 3 clusters Score -588827.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -588845.187500 Penalty: 2746.731201
	Iteration 22Q: 3 clusters Score -588845.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -588862.687500 Penalty: 2746.731201
	Iteration 23Q: 3 clusters Score -588862.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -588873.062500 Penalty: 2746.731201
	Iteration 24Q: 3 clusters Score -588873.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -588886.375000 Penalty: 2746.731201
	Iteration 25Q: 3 clusters Score -588886.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -588907.437500 Penalty: 2746.731201
	Iteration 26Q: 3 clusters Score -588907.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -588928.375000 Penalty: 2746.731201
	Iteration 27Q: 3 clusters Score -588928.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -588955.687500 Penalty: 2746.731201
	Iteration 28Q: 3 clusters Score -588955.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -588981.500000 Penalty: 2746.731201
	Iteration 29Q: 3 clusters Score -588981.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -589001.000000 Penalty: 2746.731201
	Iteration 30Q: 3 clusters Score -589001 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -589015.375000 Penalty: 2746.731201
	Iteration 31Q: 3 clusters Score -589015.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -589021.562500 Penalty: 2746.731201
	Iteration 32Q: 3 clusters Score -589021.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -589029.687500 Penalty: 2746.731201
	Iteration 33Q: 3 clusters Score -589029.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -589031.000000 Penalty: 2746.731201
	Iteration 34Q: 3 clusters Score -589031 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -589030.875000 Penalty: 2746.731201
	Iteration 35Q: 3 clusters Score -589030.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -589031.875000 Penalty: 2746.731201
	Iteration 36Q: 3 clusters Score -589031.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -589031.875000 Penalty: 2746.731201
	Iteration 37F: 3 clusters Score -589031.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (2350 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Entering Unmasked Estep 
Score: -270514.250000 Penalty: 1261.352783
	Iteration 0F: 2 clusters Score -270514.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -268212.781250 Penalty: 2522.705566
	Iteration 0F: 3 clusters Score -268212.8 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -268784.281250 Penalty: 2522.705566
	Iteration 1F: 3 clusters Score -268784.3 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -268998.062500 Penalty: 2522.705566
	Iteration 2F: 3 clusters Score -268998.1 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -269130.218750 Penalty: 2522.705566
	Iteration 3F: 3 clusters Score -269130.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -269232.062500 Penalty: 2522.705566
	Iteration 4Q: 3 clusters Score -269232.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -269311.406250 Penalty: 2522.705566
	Iteration 5Q: 3 clusters Score -269311.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -269375.468750 Penalty: 2522.705566
	Iteration 6Q: 3 clusters Score -269375.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -269431.625000 Penalty: 2522.705566
	Iteration 7Q: 3 clusters Score -269431.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -269484.718750 Penalty: 2522.705566
	Iteration 8Q: 3 clusters Score -269484.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -269516.625000 Penalty: 2522.705566
	Iteration 9Q: 3 clusters Score -269516.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -269548.031250 Penalty: 2522.705566
	Iteration 10Q: 3 clusters Score -269548 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -269579.687500 Penalty: 2522.705566
	Iteration 11Q: 3 clusters Score -269579.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -269594.687500 Penalty: 2522.705566
	Iteration 12Q: 3 clusters Score -269594.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -269604.593750 Penalty: 2522.705566
	Iteration 13Q: 3 clusters Score -269604.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -269612.906250 Penalty: 2522.705566
	Iteration 14Q: 3 clusters Score -269612.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -269618.093750 Penalty: 2522.705566
	Iteration 15Q: 3 clusters Score -269618.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -269623.625000 Penalty: 2522.705566
	Iteration 16Q: 3 clusters Score -269623.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -269629.812500 Penalty: 2522.705566
	Iteration 17Q: 3 clusters Score -269629.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -269634.812500 Penalty: 2522.705566
	Iteration 18Q: 3 clusters Score -269634.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -269637.093750 Penalty: 2522.705566
	Iteration 19Q: 3 clusters Score -269637.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -269638.281250 Penalty: 2522.705566
	Iteration 20F: 3 clusters Score -269638.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -269638.687500 Penalty: 2522.705566
	Iteration 21Q: 3 clusters Score -269638.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -269639.250000 Penalty: 2522.705566
	Iteration 22Q: 3 clusters Score -269639.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -269639.250000 Penalty: 2522.705566
	Iteration 23F: 3 clusters Score -269639.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (25800 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25800 members 
Entering Unmasked Estep 
Score: -3310062.750000 Penalty: 1650.696045
	Iteration 0F: 2 clusters Score -3310063 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12873 members 
Mstep: Class 2 contains 12927 members 
Entering Unmasked Estep 
Score: -3292657.500000 Penalty: 3301.392090
	Iteration 0F: 3 clusters Score -3292658 nChanged 11826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12969 members 
Mstep: Class 2 contains 12831 members 
Entering Unmasked Estep 
Score: -3299137.750000 Penalty: 3301.392090
	Iteration 1F: 3 clusters Score -3299138 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12910 members 
Mstep: Class 2 contains 12890 members 
Entering Unmasked Estep 
Score: -3299590.500000 Penalty: 3301.392090
	Iteration 2Q: 3 clusters Score -3299590 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12859 members 
Mstep: Class 2 contains 12941 members 
Entering Unmasked Estep 
Score: -3300116.500000 Penalty: 3301.392090
	Iteration 3Q: 3 clusters Score -3300116 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12790 members 
Mstep: Class 2 contains 13010 members 
Entering Unmasked Estep 
Score: -3300699.500000 Penalty: 3301.392090
	Iteration 4Q: 3 clusters Score -3300700 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12686 members 
Mstep: Class 2 contains 13114 members 
Entering Unmasked Estep 
Score: -3301377.250000 Penalty: 3301.392090
	Iteration 5F: 3 clusters Score -3301377 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12606 members 
Mstep: Class 2 contains 13194 members 
Entering Unmasked Estep 
Score: -3302190.750000 Penalty: 3301.392090
	Iteration 6F: 3 clusters Score -3302191 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12578 members 
Mstep: Class 2 contains 13222 members 
Entering Unmasked Estep 
Score: -3303113.250000 Penalty: 3301.392090
	Iteration 7F: 3 clusters Score -3303113 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12645 members 
Mstep: Class 2 contains 13155 members 
Entering Unmasked Estep 
Score: -3304133.250000 Penalty: 3301.392090
	Iteration 8F: 3 clusters Score -3304133 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12773 members 
Mstep: Class 2 contains 13027 members 
Entering Unmasked Estep 
Score: -3305087.500000 Penalty: 3301.392090
	Iteration 9F: 3 clusters Score -3305088 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12946 members 
Mstep: Class 2 contains 12854 members 
Entering Unmasked Estep 
Score: -3305785.000000 Penalty: 3301.392090
	Iteration 10Q: 3 clusters Score -3305785 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13090 members 
Mstep: Class 2 contains 12710 members 
Entering Unmasked Estep 
Score: -3306182.500000 Penalty: 3301.392090
	Iteration 11Q: 3 clusters Score -3306182 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13225 members 
Mstep: Class 2 contains 12575 members 
Entering Unmasked Estep 
Score: -3306379.750000 Penalty: 3301.392090
	Iteration 12Q: 3 clusters Score -3306380 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13360 members 
Mstep: Class 2 contains 12440 members 
Entering Unmasked Estep 
Score: -3306511.250000 Penalty: 3301.392090
	Iteration 13Q: 3 clusters Score -3306511 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13496 members 
Mstep: Class 2 contains 12304 members 
Entering Unmasked Estep 
Score: -3306621.000000 Penalty: 3301.392090
	Iteration 14Q: 3 clusters Score -3306621 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13645 members 
Mstep: Class 2 contains 12155 members 
Entering Unmasked Estep 
Score: -3306700.250000 Penalty: 3301.392090
	Iteration 15Q: 3 clusters Score -3306700 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13787 members 
Mstep: Class 2 contains 12013 members 
Entering Unmasked Estep 
Score: -3306772.000000 Penalty: 3301.392090
	Iteration 16Q: 3 clusters Score -3306772 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13928 members 
Mstep: Class 2 contains 11872 members 
Entering Unmasked Estep 
Score: -3306866.500000 Penalty: 3301.392090
	Iteration 17Q: 3 clusters Score -3306866 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14084 members 
Mstep: Class 2 contains 11716 members 
Entering Unmasked Estep 
Score: -3306957.750000 Penalty: 3301.392090
	Iteration 18Q: 3 clusters Score -3306958 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14273 members 
Mstep: Class 2 contains 11527 members 
Entering Unmasked Estep 
Score: -3307141.000000 Penalty: 3301.392090
	Iteration 19Q: 3 clusters Score -3307141 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14504 members 
Mstep: Class 2 contains 11296 members 
Entering Unmasked Estep 
Score: -3307388.250000 Penalty: 3301.392090
	Iteration 20F: 3 clusters Score -3307388 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14745 members 
Mstep: Class 2 contains 11055 members 
Entering Unmasked Estep 
Score: -3307682.000000 Penalty: 3301.392090
	Iteration 21Q: 3 clusters Score -3307682 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14959 members 
Mstep: Class 2 contains 10841 members 
Entering Unmasked Estep 
Score: -3307965.250000 Penalty: 3301.392090
	Iteration 22Q: 3 clusters Score -3307965 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15109 members 
Mstep: Class 2 contains 10691 members 
Entering Unmasked Estep 
Score: -3308136.500000 Penalty: 3301.392090
	Iteration 23Q: 3 clusters Score -3308136 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15205 members 
Mstep: Class 2 contains 10595 members 
Entering Unmasked Estep 
Score: -3308265.000000 Penalty: 3301.392090
	Iteration 24Q: 3 clusters Score -3308265 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15268 members 
Mstep: Class 2 contains 10532 members 
Entering Unmasked Estep 
Score: -3308349.000000 Penalty: 3301.392090
	Iteration 25Q: 3 clusters Score -3308349 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15300 members 
Mstep: Class 2 contains 10500 members 
Entering Unmasked Estep 
Score: -3308424.000000 Penalty: 3301.392090
	Iteration 26Q: 3 clusters Score -3308424 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15332 members 
Mstep: Class 2 contains 10468 members 
Entering Unmasked Estep 
Score: -3308486.250000 Penalty: 3301.392090
	Iteration 27Q: 3 clusters Score -3308486 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15369 members 
Mstep: Class 2 contains 10431 members 
Entering Unmasked Estep 
Score: -3308526.500000 Penalty: 3301.392090
	Iteration 28Q: 3 clusters Score -3308526 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15403 members 
Mstep: Class 2 contains 10397 members 
Entering Unmasked Estep 
Score: -3308545.750000 Penalty: 3301.392090
	Iteration 29Q: 3 clusters Score -3308546 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15426 members 
Mstep: Class 2 contains 10374 members 
Entering Unmasked Estep 
Score: -3308568.000000 Penalty: 3301.392090
	Iteration 30Q: 3 clusters Score -3308568 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15448 members 
Mstep: Class 2 contains 10352 members 
Entering Unmasked Estep 
Score: -3308607.500000 Penalty: 3301.392090
	Iteration 31Q: 3 clusters Score -3308608 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15472 members 
Mstep: Class 2 contains 10328 members 
Entering Unmasked Estep 
Score: -3308625.250000 Penalty: 3301.392090
	Iteration 32Q: 3 clusters Score -3308625 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15511 members 
Mstep: Class 2 contains 10289 members 
Entering Unmasked Estep 
Score: -3308670.250000 Penalty: 3301.392090
	Iteration 33Q: 3 clusters Score -3308670 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15552 members 
Mstep: Class 2 contains 10248 members 
Entering Unmasked Estep 
Score: -3308691.500000 Penalty: 3301.392090
	Iteration 34Q: 3 clusters Score -3308692 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15605 members 
Mstep: Class 2 contains 10195 members 
Entering Unmasked Estep 
Score: -3308733.000000 Penalty: 3301.392090
	Iteration 35Q: 3 clusters Score -3308733 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15655 members 
Mstep: Class 2 contains 10145 members 
Entering Unmasked Estep 
Score: -3308745.750000 Penalty: 3301.392090
	Iteration 36Q: 3 clusters Score -3308746 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15729 members 
Mstep: Class 2 contains 10071 members 
Entering Unmasked Estep 
Score: -3308777.750000 Penalty: 3301.392090
	Iteration 37Q: 3 clusters Score -3308778 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15784 members 
Mstep: Class 2 contains 10016 members 
Entering Unmasked Estep 
Score: -3308813.250000 Penalty: 3301.392090
	Iteration 38Q: 3 clusters Score -3308813 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15840 members 
Mstep: Class 2 contains 9960 members 
Entering Unmasked Estep 
Score: -3308839.500000 Penalty: 3301.392090
	Iteration 39Q: 3 clusters Score -3308840 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15890 members 
Mstep: Class 2 contains 9910 members 
Entering Unmasked Estep 
Score: -3308856.750000 Penalty: 3301.392090
	Iteration 40F: 3 clusters Score -3308857 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15934 members 
Mstep: Class 2 contains 9866 members 
Entering Unmasked Estep 
Score: -3308871.000000 Penalty: 3301.392090
	Iteration 41Q: 3 clusters Score -3308871 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15973 members 
Mstep: Class 2 contains 9827 members 
Entering Unmasked Estep 
Score: -3308885.250000 Penalty: 3301.392090
	Iteration 42Q: 3 clusters Score -3308885 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16014 members 
Mstep: Class 2 contains 9786 members 
Entering Unmasked Estep 
Score: -3308885.250000 Penalty: 3301.392090
	Iteration 43Q: 3 clusters Score -3308885 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16052 members 
Mstep: Class 2 contains 9748 members 
Entering Unmasked Estep 
Score: -3308894.750000 Penalty: 3301.392090
	Iteration 44Q: 3 clusters Score -3308895 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16078 members 
Mstep: Class 2 contains 9722 members 
Entering Unmasked Estep 
Score: -3308902.000000 Penalty: 3301.392090
	Iteration 45Q: 3 clusters Score -3308902 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16101 members 
Mstep: Class 2 contains 9699 members 
Entering Unmasked Estep 
Score: -3308899.500000 Penalty: 3301.392090
	Iteration 46Q: 3 clusters Score -3308900 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16130 members 
Mstep: Class 2 contains 9670 members 
Entering Unmasked Estep 
Score: -3308892.750000 Penalty: 3301.392090
	Iteration 47Q: 3 clusters Score -3308893 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16163 members 
Mstep: Class 2 contains 9637 members 
Entering Unmasked Estep 
Score: -3308901.750000 Penalty: 3301.392090
	Iteration 48Q: 3 clusters Score -3308902 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16197 members 
Mstep: Class 2 contains 9603 members 
Entering Unmasked Estep 
Score: -3308910.500000 Penalty: 3301.392090
	Iteration 49Q: 3 clusters Score -3308910 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16226 members 
Mstep: Class 2 contains 9574 members 
Entering Unmasked Estep 
Score: -3308915.250000 Penalty: 3301.392090
	Iteration 50Q: 3 clusters Score -3308915 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16256 members 
Mstep: Class 2 contains 9544 members 
Entering Unmasked Estep 
Score: -3308924.750000 Penalty: 3301.392090
	Iteration 51Q: 3 clusters Score -3308925 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16280 members 
Mstep: Class 2 contains 9520 members 
Entering Unmasked Estep 
Score: -3308931.250000 Penalty: 3301.392090
	Iteration 52Q: 3 clusters Score -3308931 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16295 members 
Mstep: Class 2 contains 9505 members 
Entering Unmasked Estep 
Score: -3308927.500000 Penalty: 3301.392090
	Iteration 53Q: 3 clusters Score -3308928 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16310 members 
Mstep: Class 2 contains 9490 members 
Entering Unmasked Estep 
Score: -3308927.500000 Penalty: 3301.392090
	Iteration 54Q: 3 clusters Score -3308928 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16322 members 
Mstep: Class 2 contains 9478 members 
Entering Unmasked Estep 
Score: -3308926.500000 Penalty: 3301.392090
	Iteration 55Q: 3 clusters Score -3308926 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16336 members 
Mstep: Class 2 contains 9464 members 
Entering Unmasked Estep 
Score: -3308931.250000 Penalty: 3301.392090
	Iteration 56Q: 3 clusters Score -3308931 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16340 members 
Mstep: Class 2 contains 9460 members 
Entering Unmasked Estep 
Score: -3308929.250000 Penalty: 3301.392090
	Iteration 57Q: 3 clusters Score -3308929 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16339 members 
Mstep: Class 2 contains 9461 members 
Entering Unmasked Estep 
Score: -3308925.500000 Penalty: 3301.392090
	Iteration 58Q: 3 clusters Score -3308926 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16337 members 
Mstep: Class 2 contains 9463 members 
Entering Unmasked Estep 
Score: -3308926.000000 Penalty: 3301.392090
	Iteration 59Q: 3 clusters Score -3308926 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16338 members 
Mstep: Class 2 contains 9462 members 
Entering Unmasked Estep 
Score: -3308929.750000 Penalty: 3301.392090
	Iteration 60F: 3 clusters Score -3308930 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16340 members 
Mstep: Class 2 contains 9460 members 
Entering Unmasked Estep 
Score: -3308930.750000 Penalty: 3301.392090
	Iteration 61Q: 3 clusters Score -3308931 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16343 members 
Mstep: Class 2 contains 9457 members 
Entering Unmasked Estep 
Score: -3308929.750000 Penalty: 3301.392090
	Iteration 62Q: 3 clusters Score -3308930 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16347 members 
Mstep: Class 2 contains 9453 members 
Entering Unmasked Estep 
Score: -3308927.750000 Penalty: 3301.392090
	Iteration 63Q: 3 clusters Score -3308928 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16346 members 
Mstep: Class 2 contains 9454 members 
Entering Unmasked Estep 
Score: -3308930.000000 Penalty: 3301.392090
	Iteration 64Q: 3 clusters Score -3308930 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16347 members 
Mstep: Class 2 contains 9453 members 
Entering Unmasked Estep 
Score: -3308931.000000 Penalty: 3301.392090
	Iteration 65Q: 3 clusters Score -3308931 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16350 members 
Mstep: Class 2 contains 9450 members 
Entering Unmasked Estep 
Score: -3308934.250000 Penalty: 3301.392090
	Iteration 66Q: 3 clusters Score -3308934 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16350 members 
Mstep: Class 2 contains 9450 members 
Entering Unmasked Estep 
Score: -3308934.250000 Penalty: 3301.392090
	Iteration 67F: 3 clusters Score -3308934 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (806 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Entering Unmasked Estep 
Score: -101425.695312 Penalty: 1087.463623
	Iteration 0F: 2 clusters Score -101425.7 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 410 members 
Entering Unmasked Estep 
Score: -100094.507812 Penalty: 2174.927246
	Iteration 0F: 3 clusters Score -100094.5 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -100299.070312 Penalty: 2174.927246
	Iteration 1F: 3 clusters Score -100299.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -100358.539062 Penalty: 2174.927246
	Iteration 2F: 3 clusters Score -100358.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -100385.984375 Penalty: 2174.927246
	Iteration 3Q: 3 clusters Score -100386 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -100405.585938 Penalty: 2174.927246
	Iteration 4Q: 3 clusters Score -100405.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -100417.250000 Penalty: 2174.927246
	Iteration 5Q: 3 clusters Score -100417.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -100425.320312 Penalty: 2174.927246
	Iteration 6Q: 3 clusters Score -100425.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -100429.210938 Penalty: 2174.927246
	Iteration 7Q: 3 clusters Score -100429.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -100432.695312 Penalty: 2174.927246
	Iteration 8Q: 3 clusters Score -100432.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -100435.937500 Penalty: 2174.927246
	Iteration 9Q: 3 clusters Score -100435.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -100439.093750 Penalty: 2174.927246
	Iteration 10Q: 3 clusters Score -100439.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -100439.867188 Penalty: 2174.927246
	Iteration 11Q: 3 clusters Score -100439.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -100439.867188 Penalty: 2174.927246
	Iteration 12F: 3 clusters Score -100439.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (1944 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Entering Unmasked Estep 
Score: -245830.437500 Penalty: 1230.531738
	Iteration 0F: 2 clusters Score -245830.4 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 983 members 
Entering Unmasked Estep 
Score: -243783.156250 Penalty: 2461.063477
	Iteration 0F: 3 clusters Score -243783.2 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -244276.125000 Penalty: 2461.063477
	Iteration 1F: 3 clusters Score -244276.1 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -244375.656250 Penalty: 2461.063477
	Iteration 2F: 3 clusters Score -244375.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -244427.437500 Penalty: 2461.063477
	Iteration 3Q: 3 clusters Score -244427.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -244459.828125 Penalty: 2461.063477
	Iteration 4Q: 3 clusters Score -244459.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -244478.453125 Penalty: 2461.063477
	Iteration 5Q: 3 clusters Score -244478.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -244489.875000 Penalty: 2461.063477
	Iteration 6Q: 3 clusters Score -244489.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -244499.250000 Penalty: 2461.063477
	Iteration 7Q: 3 clusters Score -244499.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -244504.328125 Penalty: 2461.063477
	Iteration 8Q: 3 clusters Score -244504.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -244516.734375 Penalty: 2461.063477
	Iteration 9Q: 3 clusters Score -244516.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -244528.156250 Penalty: 2461.063477
	Iteration 10Q: 3 clusters Score -244528.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -244534.468750 Penalty: 2461.063477
	Iteration 11Q: 3 clusters Score -244534.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -244541.453125 Penalty: 2461.063477
	Iteration 12Q: 3 clusters Score -244541.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -244544.218750 Penalty: 2461.063477
	Iteration 13Q: 3 clusters Score -244544.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -244545.171875 Penalty: 2461.063477
	Iteration 14Q: 3 clusters Score -244545.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -244547.125000 Penalty: 2461.063477
	Iteration 15Q: 3 clusters Score -244547.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -244549.609375 Penalty: 2461.063477
	Iteration 16Q: 3 clusters Score -244549.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -244552.031250 Penalty: 2461.063477
	Iteration 17Q: 3 clusters Score -244552 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -244557.687500 Penalty: 2461.063477
	Iteration 18Q: 3 clusters Score -244557.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -244564.781250 Penalty: 2461.063477
	Iteration 19Q: 3 clusters Score -244564.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -244569.500000 Penalty: 2461.063477
	Iteration 20F: 3 clusters Score -244569.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -244574.421875 Penalty: 2461.063477
	Iteration 21Q: 3 clusters Score -244574.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -244577.921875 Penalty: 2461.063477
	Iteration 22Q: 3 clusters Score -244577.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -244580.171875 Penalty: 2461.063477
	Iteration 23Q: 3 clusters Score -244580.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -244580.656250 Penalty: 2461.063477
	Iteration 24Q: 3 clusters Score -244580.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -244580.656250 Penalty: 2461.063477
	Iteration 25F: 3 clusters Score -244580.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 47271 members 
Mstep: Class 2 contains 5204 members 
Mstep: Class 3 contains 2107 members 
Mstep: Class 4 contains 3281 members 
Mstep: Class 5 contains 14648 members 
Mstep: Class 6 contains 1004 members 
Mstep: Class 7 contains 479 members 
Mstep: Class 8 contains 7519 members 
Mstep: Class 9 contains 22579 members 
Mstep: Class 10 contains 49864 members 
Mstep: Class 11 contains 2254 members 
Mstep: Class 12 contains 74207 members 
Mstep: Class 13 contains 18629 members 
Mstep: Class 14 contains 127752 members 
Mstep: Class 15 contains 2470 members 
Mstep: Class 16 contains 17277 members 
Mstep: Class 17 contains 9459 members 
Mstep: Class 18 contains 20154 members 
Mstep: Class 19 contains 41518 members 
Mstep: Class 20 contains 6674 members 
Mstep: Class 21 contains 10149 members 
Mstep: Class 22 contains 3246 members 
Mstep: Class 23 contains 20274 members 
Mstep: Class 24 contains 39930 members 
Mstep: Class 25 contains 7993 members 
Mstep: Class 26 contains 4026 members 
Mstep: Class 27 contains 2268 members 
Mstep: Class 28 contains 24534 members 
Mstep: Class 29 contains 397 members 
Mstep: Class 30 contains 4092 members 
Mstep: Class 31 contains 12542 members 
Mstep: Class 32 contains 16108 members 
Mstep: Class 33 contains 7913 members 
Mstep: Class 34 contains 13543 members 
Mstep: Class 35 contains 2374 members 
Mstep: Class 36 contains 11900 members 
Mstep: Class 37 contains 3507 members 
Mstep: Class 38 contains 11867 members 
Mstep: Class 39 contains 36396 members 
Mstep: Class 40 contains 21718 members 
Mstep: Class 41 contains 1385 members 
Mstep: Class 42 contains 24698 members 
Mstep: Class 43 contains 4427 members 
Mstep: Class 44 contains 3228 members 
Mstep: Class 45 contains 4682 members 
Mstep: Class 46 contains 2350 members 
Mstep: Class 47 contains 25800 members 
Mstep: Class 48 contains 806 members 
Mstep: Class 49 contains 1944 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100301064.000000 Penalty: 110644.859375
Iteration 119Q: 51 clusters Score -1.003011e+08 nChanged 8456
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 47258 members 
Mstep: Class 2 contains 5212 members 
Mstep: Class 3 contains 2109 members 
Mstep: Class 4 contains 3280 members 
Mstep: Class 5 contains 14654 members 
Mstep: Class 6 contains 1005 members 
Mstep: Class 7 contains 479 members 
Mstep: Class 8 contains 7467 members 
Mstep: Class 9 contains 22717 members 
Mstep: Class 10 contains 46943 members 
Mstep: Class 11 contains 2254 members 
Mstep: Class 12 contains 74137 members 
Mstep: Class 13 contains 18614 members 
Mstep: Class 14 contains 130646 members 
Mstep: Class 15 contains 2471 members 
Mstep: Class 16 contains 17286 members 
Mstep: Class 17 contains 9426 members 
Mstep: Class 18 contains 20185 members 
Mstep: Class 19 contains 41042 members 
Mstep: Class 20 contains 6669 members 
Mstep: Class 21 contains 10208 members 
Mstep: Class 22 contains 3318 members 
Mstep: Class 23 contains 20775 members 
Mstep: Class 24 contains 39907 members 
Mstep: Class 25 contains 7980 members 
Mstep: Class 26 contains 4002 members 
Mstep: Class 27 contains 2274 members 
Mstep: Class 28 contains 24552 members 
Mstep: Class 29 contains 398 members 
Mstep: Class 30 contains 4073 members 
Mstep: Class 31 contains 12542 members 
Mstep: Class 32 contains 15785 members 
Mstep: Class 33 contains 7920 members 
Mstep: Class 34 contains 13553 members 
Mstep: Class 35 contains 2374 members 
Mstep: Class 36 contains 11896 members 
Mstep: Class 37 contains 3505 members 
Mstep: Class 38 contains 11965 members 
Mstep: Class 39 contains 36805 members 
Mstep: Class 40 contains 21588 members 
Mstep: Class 41 contains 1385 members 
Mstep: Class 42 contains 24706 members 
Mstep: Class 43 contains 4421 members 
Mstep: Class 44 contains 3231 members 
Mstep: Class 45 contains 4689 members 
Mstep: Class 46 contains 2368 members 
Mstep: Class 47 contains 25801 members 
Mstep: Class 48 contains 806 members 
Mstep: Class 49 contains 1970 members 
Mstep: Class 50 contains 21930 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100304240.000000 Penalty: 110644.859375
Iteration 120F: 51 clusters Score -1.003042e+08 nChanged 8906
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 47255 members 
Mstep: Class 2 contains 5218 members 
Mstep: Class 3 contains 2112 members 
Mstep: Class 4 contains 3282 members 
Mstep: Class 5 contains 14643 members 
Mstep: Class 6 contains 1006 members 
Mstep: Class 7 contains 479 members 
Mstep: Class 8 contains 7430 members 
Mstep: Class 9 contains 22699 members 
Mstep: Class 10 contains 42929 members 
Mstep: Class 11 contains 2254 members 
Mstep: Class 12 contains 74075 members 
Mstep: Class 13 contains 18608 members 
Mstep: Class 14 contains 134984 members 
Mstep: Class 15 contains 2477 members 
Mstep: Class 16 contains 17295 members 
Mstep: Class 17 contains 9423 members 
Mstep: Class 18 contains 20232 members 
Mstep: Class 19 contains 40553 members 
Mstep: Class 20 contains 6663 members 
Mstep: Class 21 contains 10288 members 
Mstep: Class 22 contains 3312 members 
Mstep: Class 23 contains 21039 members 
Mstep: Class 24 contains 39889 members 
Mstep: Class 25 contains 7969 members 
Mstep: Class 26 contains 3991 members 
Mstep: Class 27 contains 2269 members 
Mstep: Class 28 contains 24569 members 
Mstep: Class 29 contains 397 members 
Mstep: Class 30 contains 4057 members 
Mstep: Class 31 contains 12542 members 
Mstep: Class 32 contains 15561 members 
Mstep: Class 33 contains 7925 members 
Mstep: Class 34 contains 13593 members 
Mstep: Class 35 contains 2373 members 
Mstep: Class 36 contains 11893 members 
Mstep: Class 37 contains 3507 members 
Mstep: Class 38 contains 11896 members 
Mstep: Class 39 contains 37112 members 
Mstep: Class 40 contains 21413 members 
Mstep: Class 41 contains 1387 members 
Mstep: Class 42 contains 24711 members 
Mstep: Class 43 contains 4412 members 
Mstep: Class 44 contains 3235 members 
Mstep: Class 45 contains 4673 members 
Mstep: Class 46 contains 2379 members 
Mstep: Class 47 contains 25791 members 
Mstep: Class 48 contains 806 members 
Mstep: Class 49 contains 1992 members 
Mstep: Class 50 contains 21983 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100306888.000000 Penalty: 110644.859375
Iteration 121Q: 51 clusters Score -1.003069e+08 nChanged 8088
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 47252 members 
Mstep: Class 2 contains 5220 members 
Mstep: Class 3 contains 2111 members 
Mstep: Class 4 contains 3280 members 
Mstep: Class 5 contains 14640 members 
Mstep: Class 6 contains 1007 members 
Mstep: Class 7 contains 479 members 
Mstep: Class 8 contains 7395 members 
Mstep: Class 9 contains 22755 members 
Mstep: Class 10 contains 39953 members 
Mstep: Class 11 contains 2255 members 
Mstep: Class 12 contains 74003 members 
Mstep: Class 13 contains 18600 members 
Mstep: Class 14 contains 138505 members 
Mstep: Class 15 contains 2478 members 
Mstep: Class 16 contains 17303 members 
Mstep: Class 17 contains 9428 members 
Mstep: Class 18 contains 20266 members 
Mstep: Class 19 contains 40018 members 
Mstep: Class 20 contains 6649 members 
Mstep: Class 21 contains 10354 members 
Mstep: Class 22 contains 3312 members 
Mstep: Class 23 contains 21257 members 
Mstep: Class 24 contains 39875 members 
Mstep: Class 25 contains 7968 members 
Mstep: Class 26 contains 3982 members 
Mstep: Class 27 contains 2271 members 
Mstep: Class 28 contains 24523 members 
Mstep: Class 29 contains 396 members 
Mstep: Class 30 contains 4046 members 
Mstep: Class 31 contains 12542 members 
Mstep: Class 32 contains 15318 members 
Mstep: Class 33 contains 7932 members 
Mstep: Class 34 contains 13629 members 
Mstep: Class 35 contains 2373 members 
Mstep: Class 36 contains 11883 members 
Mstep: Class 37 contains 3535 members 
Mstep: Class 38 contains 11839 members 
Mstep: Class 39 contains 37330 members 
Mstep: Class 40 contains 21209 members 
Mstep: Class 41 contains 1388 members 
Mstep: Class 42 contains 24708 members 
Mstep: Class 43 contains 4409 members 
Mstep: Class 44 contains 3240 members 
Mstep: Class 45 contains 4653 members 
Mstep: Class 46 contains 2394 members 
Mstep: Class 47 contains 25788 members 
Mstep: Class 48 contains 805 members 
Mstep: Class 49 contains 2021 members 
Mstep: Class 50 contains 22004 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100307648.000000 Penalty: 110644.859375
Iteration 122Q: 51 clusters Score -1.003076e+08 nChanged 6798
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 47233 members 
Mstep: Class 2 contains 5218 members 
Mstep: Class 3 contains 2110 members 
Mstep: Class 4 contains 3279 members 
Mstep: Class 5 contains 14627 members 
Mstep: Class 6 contains 1008 members 
Mstep: Class 7 contains 479 members 
Mstep: Class 8 contains 7389 members 
Mstep: Class 9 contains 22842 members 
Mstep: Class 10 contains 37939 members 
Mstep: Class 11 contains 2253 members 
Mstep: Class 12 contains 73967 members 
Mstep: Class 13 contains 18589 members 
Mstep: Class 14 contains 141072 members 
Mstep: Class 15 contains 2481 members 
Mstep: Class 16 contains 17306 members 
Mstep: Class 17 contains 9427 members 
Mstep: Class 18 contains 20297 members 
Mstep: Class 19 contains 39547 members 
Mstep: Class 20 contains 6643 members 
Mstep: Class 21 contains 10435 members 
Mstep: Class 22 contains 3309 members 
Mstep: Class 23 contains 21399 members 
Mstep: Class 24 contains 39871 members 
Mstep: Class 25 contains 7955 members 
Mstep: Class 26 contains 3976 members 
Mstep: Class 27 contains 2274 members 
Mstep: Class 28 contains 24439 members 
Mstep: Class 29 contains 396 members 
Mstep: Class 30 contains 4036 members 
Mstep: Class 31 contains 12541 members 
Mstep: Class 32 contains 15101 members 
Mstep: Class 33 contains 7941 members 
Mstep: Class 34 contains 13657 members 
Mstep: Class 35 contains 2373 members 
Mstep: Class 36 contains 11872 members 
Mstep: Class 37 contains 3551 members 
Mstep: Class 38 contains 11780 members 
Mstep: Class 39 contains 37494 members 
Mstep: Class 40 contains 21007 members 
Mstep: Class 41 contains 1389 members 
Mstep: Class 42 contains 24700 members 
Mstep: Class 43 contains 4403 members 
Mstep: Class 44 contains 3241 members 
Mstep: Class 45 contains 4637 members 
Mstep: Class 46 contains 2408 members 
Mstep: Class 47 contains 25796 members 
Mstep: Class 48 contains 805 members 
Mstep: Class 49 contains 2054 members 
Mstep: Class 50 contains 22035 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100307640.000000 Penalty: 110644.859375
Iteration 123Q: 51 clusters Score -1.003076e+08 nChanged 5391
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 47215 members 
Mstep: Class 2 contains 5219 members 
Mstep: Class 3 contains 2111 members 
Mstep: Class 4 contains 3277 members 
Mstep: Class 5 contains 14622 members 
Mstep: Class 6 contains 1008 members 
Mstep: Class 7 contains 479 members 
Mstep: Class 8 contains 7384 members 
Mstep: Class 9 contains 22922 members 
Mstep: Class 10 contains 36610 members 
Mstep: Class 11 contains 2247 members 
Mstep: Class 12 contains 73947 members 
Mstep: Class 13 contains 18583 members 
Mstep: Class 14 contains 142800 members 
Mstep: Class 15 contains 2484 members 
Mstep: Class 16 contains 17311 members 
Mstep: Class 17 contains 9441 members 
Mstep: Class 18 contains 20306 members 
Mstep: Class 19 contains 39146 members 
Mstep: Class 20 contains 6636 members 
Mstep: Class 21 contains 10513 members 
Mstep: Class 22 contains 3294 members 
Mstep: Class 23 contains 21465 members 
Mstep: Class 24 contains 39869 members 
Mstep: Class 25 contains 7948 members 
Mstep: Class 26 contains 3970 members 
Mstep: Class 27 contains 2275 members 
Mstep: Class 28 contains 24405 members 
Mstep: Class 29 contains 396 members 
Mstep: Class 30 contains 4027 members 
Mstep: Class 31 contains 12541 members 
Mstep: Class 32 contains 14934 members 
Mstep: Class 33 contains 7945 members 
Mstep: Class 34 contains 13675 members 
Mstep: Class 35 contains 2373 members 
Mstep: Class 36 contains 11871 members 
Mstep: Class 37 contains 3563 members 
Mstep: Class 38 contains 11739 members 
Mstep: Class 39 contains 37647 members 
Mstep: Class 40 contains 20852 members 
Mstep: Class 41 contains 1390 members 
Mstep: Class 42 contains 24698 members 
Mstep: Class 43 contains 4398 members 
Mstep: Class 44 contains 3239 members 
Mstep: Class 45 contains 4618 members 
Mstep: Class 46 contains 2428 members 
Mstep: Class 47 contains 25800 members 
Mstep: Class 48 contains 804 members 
Mstep: Class 49 contains 2087 members 
Mstep: Class 50 contains 22069 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100307168.000000 Penalty: 110644.859375
Iteration 124Q: 51 clusters Score -1.003072e+08 nChanged 4426
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 47205 members 
Mstep: Class 2 contains 5223 members 
Mstep: Class 3 contains 2108 members 
Mstep: Class 4 contains 3276 members 
Mstep: Class 5 contains 14614 members 
Mstep: Class 6 contains 1008 members 
Mstep: Class 7 contains 478 members 
Mstep: Class 8 contains 7353 members 
Mstep: Class 9 contains 23057 members 
Mstep: Class 10 contains 35646 members 
Mstep: Class 11 contains 2243 members 
Mstep: Class 12 contains 73945 members 
Mstep: Class 13 contains 18578 members 
Mstep: Class 14 contains 143982 members 
Mstep: Class 15 contains 2490 members 
Mstep: Class 16 contains 17319 members 
Mstep: Class 17 contains 9450 members 
Mstep: Class 18 contains 20331 members 
Mstep: Class 19 contains 38774 members 
Mstep: Class 20 contains 6631 members 
Mstep: Class 21 contains 10599 members 
Mstep: Class 22 contains 3283 members 
Mstep: Class 23 contains 21521 members 
Mstep: Class 24 contains 39859 members 
Mstep: Class 25 contains 7946 members 
Mstep: Class 26 contains 3963 members 
Mstep: Class 27 contains 2282 members 
Mstep: Class 28 contains 24378 members 
Mstep: Class 29 contains 398 members 
Mstep: Class 30 contains 4021 members 
Mstep: Class 31 contains 12541 members 
Mstep: Class 32 contains 14817 members 
Mstep: Class 33 contains 7954 members 
Mstep: Class 34 contains 13697 members 
Mstep: Class 35 contains 2375 members 
Mstep: Class 36 contains 11863 members 
Mstep: Class 37 contains 3570 members 
Mstep: Class 38 contains 11691 members 
Mstep: Class 39 contains 37794 members 
Mstep: Class 40 contains 20716 members 
Mstep: Class 41 contains 1391 members 
Mstep: Class 42 contains 24713 members 
Mstep: Class 43 contains 4394 members 
Mstep: Class 44 contains 3239 members 
Mstep: Class 45 contains 4596 members 
Mstep: Class 46 contains 2447 members 
Mstep: Class 47 contains 25801 members 
Mstep: Class 48 contains 806 members 
Mstep: Class 49 contains 2117 members 
Mstep: Class 50 contains 22098 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100307144.000000 Penalty: 110644.859375
Iteration 125Q: 51 clusters Score -1.003071e+08 nChanged 3696
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 47194 members 
Mstep: Class 2 contains 5221 members 
Mstep: Class 3 contains 2106 members 
Mstep: Class 4 contains 3274 members 
Mstep: Class 5 contains 14611 members 
Mstep: Class 6 contains 1008 members 
Mstep: Class 7 contains 478 members 
Mstep: Class 8 contains 7337 members 
Mstep: Class 9 contains 23233 members 
Mstep: Class 10 contains 34925 members 
Mstep: Class 11 contains 2242 members 
Mstep: Class 12 contains 73929 members 
Mstep: Class 13 contains 18563 members 
Mstep: Class 14 contains 144838 members 
Mstep: Class 15 contains 2493 members 
Mstep: Class 16 contains 17328 members 
Mstep: Class 17 contains 9466 members 
Mstep: Class 18 contains 20370 members 
Mstep: Class 19 contains 38474 members 
Mstep: Class 20 contains 6627 members 
Mstep: Class 21 contains 10677 members 
Mstep: Class 22 contains 3271 members 
Mstep: Class 23 contains 21541 members 
Mstep: Class 24 contains 39843 members 
Mstep: Class 25 contains 7940 members 
Mstep: Class 26 contains 3960 members 
Mstep: Class 27 contains 2290 members 
Mstep: Class 28 contains 24358 members 
Mstep: Class 29 contains 399 members 
Mstep: Class 30 contains 4015 members 
Mstep: Class 31 contains 12541 members 
Mstep: Class 32 contains 14703 members 
Mstep: Class 33 contains 7960 members 
Mstep: Class 34 contains 13720 members 
Mstep: Class 35 contains 2375 members 
Mstep: Class 36 contains 11861 members 
Mstep: Class 37 contains 3569 members 
Mstep: Class 38 contains 11643 members 
Mstep: Class 39 contains 37930 members 
Mstep: Class 40 contains 20583 members 
Mstep: Class 41 contains 1391 members 
Mstep: Class 42 contains 24713 members 
Mstep: Class 43 contains 4394 members 
Mstep: Class 44 contains 3240 members 
Mstep: Class 45 contains 4586 members 
Mstep: Class 46 contains 2481 members 
Mstep: Class 47 contains 25800 members 
Mstep: Class 48 contains 806 members 
Mstep: Class 49 contains 2146 members 
Mstep: Class 50 contains 22128 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100306856.000000 Penalty: 110644.859375
Iteration 126Q: 51 clusters Score -1.003069e+08 nChanged 3196
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 47204 members 
Mstep: Class 2 contains 5216 members 
Mstep: Class 3 contains 2107 members 
Mstep: Class 4 contains 3273 members 
Mstep: Class 5 contains 14606 members 
Mstep: Class 6 contains 1010 members 
Mstep: Class 7 contains 478 members 
Mstep: Class 8 contains 7314 members 
Mstep: Class 9 contains 23447 members 
Mstep: Class 10 contains 34380 members 
Mstep: Class 11 contains 2240 members 
Mstep: Class 12 contains 73922 members 
Mstep: Class 13 contains 18551 members 
Mstep: Class 14 contains 145463 members 
Mstep: Class 15 contains 2496 members 
Mstep: Class 16 contains 17341 members 
Mstep: Class 17 contains 9488 members 
Mstep: Class 18 contains 20409 members 
Mstep: Class 19 contains 38170 members 
Mstep: Class 20 contains 6620 members 
Mstep: Class 21 contains 10751 members 
Mstep: Class 22 contains 3259 members 
Mstep: Class 23 contains 21567 members 
Mstep: Class 24 contains 39822 members 
Mstep: Class 25 contains 7936 members 
Mstep: Class 26 contains 3961 members 
Mstep: Class 27 contains 2294 members 
Mstep: Class 28 contains 24352 members 
Mstep: Class 29 contains 400 members 
Mstep: Class 30 contains 4016 members 
Mstep: Class 31 contains 12542 members 
Mstep: Class 32 contains 14623 members 
Mstep: Class 33 contains 7968 members 
Mstep: Class 34 contains 13726 members 
Mstep: Class 35 contains 2375 members 
Mstep: Class 36 contains 11854 members 
Mstep: Class 37 contains 3578 members 
Mstep: Class 38 contains 11604 members 
Mstep: Class 39 contains 38048 members 
Mstep: Class 40 contains 20420 members 
Mstep: Class 41 contains 1391 members 
Mstep: Class 42 contains 24710 members 
Mstep: Class 43 contains 4390 members 
Mstep: Class 44 contains 3243 members 
Mstep: Class 45 contains 4578 members 
Mstep: Class 46 contains 2503 members 
Mstep: Class 47 contains 25806 members 
Mstep: Class 48 contains 807 members 
Mstep: Class 49 contains 2171 members 
Mstep: Class 50 contains 22151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100306360.000000 Penalty: 110644.859375
Iteration 127Q: 51 clusters Score -1.003064e+08 nChanged 2759
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 47222 members 
Mstep: Class 2 contains 5220 members 
Mstep: Class 3 contains 2107 members 
Mstep: Class 4 contains 3274 members 
Mstep: Class 5 contains 14596 members 
Mstep: Class 6 contains 1011 members 
Mstep: Class 7 contains 478 members 
Mstep: Class 8 contains 7343 members 
Mstep: Class 9 contains 23642 members 
Mstep: Class 10 contains 33977 members 
Mstep: Class 11 contains 2237 members 
Mstep: Class 12 contains 73926 members 
Mstep: Class 13 contains 18539 members 
Mstep: Class 14 contains 145923 members 
Mstep: Class 15 contains 2496 members 
Mstep: Class 16 contains 17351 members 
Mstep: Class 17 contains 9503 members 
Mstep: Class 18 contains 20459 members 
Mstep: Class 19 contains 37883 members 
Mstep: Class 20 contains 6616 members 
Mstep: Class 21 contains 10789 members 
Mstep: Class 22 contains 3256 members 
Mstep: Class 23 contains 21580 members 
Mstep: Class 24 contains 39811 members 
Mstep: Class 25 contains 7927 members 
Mstep: Class 26 contains 3958 members 
Mstep: Class 27 contains 2300 members 
Mstep: Class 28 contains 24314 members 
Mstep: Class 29 contains 401 members 
Mstep: Class 30 contains 4004 members 
Mstep: Class 31 contains 12544 members 
Mstep: Class 32 contains 14559 members 
Mstep: Class 33 contains 7973 members 
Mstep: Class 34 contains 13729 members 
Mstep: Class 35 contains 2375 members 
Mstep: Class 36 contains 11854 members 
Mstep: Class 37 contains 3592 members 
Mstep: Class 38 contains 11571 members 
Mstep: Class 39 contains 38155 members 
Mstep: Class 40 contains 20268 members 
Mstep: Class 41 contains 1393 members 
Mstep: Class 42 contains 24693 members 
Mstep: Class 43 contains 4389 members 
Mstep: Class 44 contains 3245 members 
Mstep: Class 45 contains 4572 members 
Mstep: Class 46 contains 2522 members 
Mstep: Class 47 contains 25814 members 
Mstep: Class 48 contains 810 members 
Mstep: Class 49 contains 2203 members 
Mstep: Class 50 contains 22177 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100305888.000000 Penalty: 110644.859375
Iteration 128Q: 51 clusters Score -1.003059e+08 nChanged 2312
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 47227 members 
Mstep: Class 2 contains 5224 members 
Mstep: Class 3 contains 2108 members 
Mstep: Class 4 contains 3272 members 
Mstep: Class 5 contains 14589 members 
Mstep: Class 6 contains 1011 members 
Mstep: Class 7 contains 478 members 
Mstep: Class 8 contains 7389 members 
Mstep: Class 9 contains 23809 members 
Mstep: Class 10 contains 33729 members 
Mstep: Class 11 contains 2235 members 
Mstep: Class 12 contains 73927 members 
Mstep: Class 13 contains 18519 members 
Mstep: Class 14 contains 146235 members 
Mstep: Class 15 contains 2498 members 
Mstep: Class 16 contains 17365 members 
Mstep: Class 17 contains 9520 members 
Mstep: Class 18 contains 20506 members 
Mstep: Class 19 contains 37636 members 
Mstep: Class 20 contains 6610 members 
Mstep: Class 21 contains 10848 members 
Mstep: Class 22 contains 3242 members 
Mstep: Class 23 contains 21600 members 
Mstep: Class 24 contains 39783 members 
Mstep: Class 25 contains 7920 members 
Mstep: Class 26 contains 3954 members 
Mstep: Class 27 contains 2306 members 
Mstep: Class 28 contains 24243 members 
Mstep: Class 29 contains 402 members 
Mstep: Class 30 contains 4002 members 
Mstep: Class 31 contains 12546 members 
Mstep: Class 32 contains 14516 members 
Mstep: Class 33 contains 7976 members 
Mstep: Class 34 contains 13735 members 
Mstep: Class 35 contains 2377 members 
Mstep: Class 36 contains 11848 members 
Mstep: Class 37 contains 3598 members 
Mstep: Class 38 contains 11539 members 
Mstep: Class 39 contains 38244 members 
Mstep: Class 40 contains 20125 members 
Mstep: Class 41 contains 1395 members 
Mstep: Class 42 contains 24690 members 
Mstep: Class 43 contains 4393 members 
Mstep: Class 44 contains 3249 members 
Mstep: Class 45 contains 4564 members 
Mstep: Class 46 contains 2552 members 
Mstep: Class 47 contains 25808 members 
Mstep: Class 48 contains 810 members 
Mstep: Class 49 contains 2236 members 
Mstep: Class 50 contains 22193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100305744.000000 Penalty: 110644.859375
Iteration 129Q: 51 clusters Score -1.003057e+08 nChanged 2053
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 47231 members 
Mstep: Class 2 contains 5226 members 
Mstep: Class 3 contains 2108 members 
Mstep: Class 4 contains 3272 members 
Mstep: Class 5 contains 14581 members 
Mstep: Class 6 contains 1011 members 
Mstep: Class 7 contains 478 members 
Mstep: Class 8 contains 7407 members 
Mstep: Class 9 contains 23971 members 
Mstep: Class 10 contains 33576 members 
Mstep: Class 11 contains 2230 members 
Mstep: Class 12 contains 73918 members 
Mstep: Class 13 contains 18506 members 
Mstep: Class 14 contains 146439 members 
Mstep: Class 15 contains 2502 members 
Mstep: Class 16 contains 17380 members 
Mstep: Class 17 contains 9527 members 
Mstep: Class 18 contains 20557 members 
Mstep: Class 19 contains 37408 members 
Mstep: Class 20 contains 6600 members 
Mstep: Class 21 contains 10922 members 
Mstep: Class 22 contains 3224 members 
Mstep: Class 23 contains 21608 members 
Mstep: Class 24 contains 39776 members 
Mstep: Class 25 contains 7914 members 
Mstep: Class 26 contains 3945 members 
Mstep: Class 27 contains 2306 members 
Mstep: Class 28 contains 24220 members 
Mstep: Class 29 contains 403 members 
Mstep: Class 30 contains 3998 members 
Mstep: Class 31 contains 12549 members 
Mstep: Class 32 contains 14465 members 
Mstep: Class 33 contains 7983 members 
Mstep: Class 34 contains 13736 members 
Mstep: Class 35 contains 2378 members 
Mstep: Class 36 contains 11843 members 
Mstep: Class 37 contains 3606 members 
Mstep: Class 38 contains 11499 members 
Mstep: Class 39 contains 38307 members 
Mstep: Class 40 contains 20015 members 
Mstep: Class 41 contains 1396 members 
Mstep: Class 42 contains 24678 members 
Mstep: Class 43 contains 4388 members 
Mstep: Class 44 contains 3249 members 
Mstep: Class 45 contains 4564 members 
Mstep: Class 46 contains 2582 members 
Mstep: Class 47 contains 25802 members 
Mstep: Class 48 contains 811 members 
Mstep: Class 49 contains 2277 members 
Mstep: Class 50 contains 22209 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100305640.000000 Penalty: 110644.859375
Iteration 130Q: 51 clusters Score -1.003056e+08 nChanged 1835
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 47244 members 
Mstep: Class 2 contains 5226 members 
Mstep: Class 3 contains 2108 members 
Mstep: Class 4 contains 3271 members 
Mstep: Class 5 contains 14575 members 
Mstep: Class 6 contains 1012 members 
Mstep: Class 7 contains 478 members 
Mstep: Class 8 contains 7402 members 
Mstep: Class 9 contains 24142 members 
Mstep: Class 10 contains 33477 members 
Mstep: Class 11 contains 2222 members 
Mstep: Class 12 contains 73903 members 
Mstep: Class 13 contains 18493 members 
Mstep: Class 14 contains 146579 members 
Mstep: Class 15 contains 2503 members 
Mstep: Class 16 contains 17395 members 
Mstep: Class 17 contains 9522 members 
Mstep: Class 18 contains 20593 members 
Mstep: Class 19 contains 37225 members 
Mstep: Class 20 contains 6585 members 
Mstep: Class 21 contains 10972 members 
Mstep: Class 22 contains 3210 members 
Mstep: Class 23 contains 21633 members 
Mstep: Class 24 contains 39765 members 
Mstep: Class 25 contains 7911 members 
Mstep: Class 26 contains 3944 members 
Mstep: Class 27 contains 2310 members 
Mstep: Class 28 contains 24195 members 
Mstep: Class 29 contains 403 members 
Mstep: Class 30 contains 3993 members 
Mstep: Class 31 contains 12553 members 
Mstep: Class 32 contains 14416 members 
Mstep: Class 33 contains 7991 members 
Mstep: Class 34 contains 13743 members 
Mstep: Class 35 contains 2378 members 
Mstep: Class 36 contains 11841 members 
Mstep: Class 37 contains 3614 members 
Mstep: Class 38 contains 11441 members 
Mstep: Class 39 contains 38345 members 
Mstep: Class 40 contains 19923 members 
Mstep: Class 41 contains 1397 members 
Mstep: Class 42 contains 24676 members 
Mstep: Class 43 contains 4384 members 
Mstep: Class 44 contains 3256 members 
Mstep: Class 45 contains 4559 members 
Mstep: Class 46 contains 2617 members 
Mstep: Class 47 contains 25802 members 
Mstep: Class 48 contains 813 members 
Mstep: Class 49 contains 2325 members 
Mstep: Class 50 contains 22216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100305856.000000 Penalty: 110644.859375
Iteration 131Q: 51 clusters Score -1.003059e+08 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 47258 members 
Mstep: Class 2 contains 5226 members 
Mstep: Class 3 contains 2108 members 
Mstep: Class 4 contains 3269 members 
Mstep: Class 5 contains 14569 members 
Mstep: Class 6 contains 1012 members 
Mstep: Class 7 contains 478 members 
Mstep: Class 8 contains 7423 members 
Mstep: Class 9 contains 24306 members 
Mstep: Class 10 contains 33388 members 
Mstep: Class 11 contains 2220 members 
Mstep: Class 12 contains 73890 members 
Mstep: Class 13 contains 18482 members 
Mstep: Class 14 contains 146693 members 
Mstep: Class 15 contains 2504 members 
Mstep: Class 16 contains 17410 members 
Mstep: Class 17 contains 9530 members 
Mstep: Class 18 contains 20653 members 
Mstep: Class 19 contains 37024 members 
Mstep: Class 20 contains 6575 members 
Mstep: Class 21 contains 11030 members 
Mstep: Class 22 contains 3205 members 
Mstep: Class 23 contains 21652 members 
Mstep: Class 24 contains 39755 members 
Mstep: Class 25 contains 7908 members 
Mstep: Class 26 contains 3952 members 
Mstep: Class 27 contains 2311 members 
Mstep: Class 28 contains 24168 members 
Mstep: Class 29 contains 403 members 
Mstep: Class 30 contains 3990 members 
Mstep: Class 31 contains 12554 members 
Mstep: Class 32 contains 14377 members 
Mstep: Class 33 contains 8000 members 
Mstep: Class 34 contains 13750 members 
Mstep: Class 35 contains 2378 members 
Mstep: Class 36 contains 11834 members 
Mstep: Class 37 contains 3613 members 
Mstep: Class 38 contains 11397 members 
Mstep: Class 39 contains 38357 members 
Mstep: Class 40 contains 19811 members 
Mstep: Class 41 contains 1397 members 
Mstep: Class 42 contains 24676 members 
Mstep: Class 43 contains 4386 members 
Mstep: Class 44 contains 3261 members 
Mstep: Class 45 contains 4556 members 
Mstep: Class 46 contains 2635 members 
Mstep: Class 47 contains 25796 members 
Mstep: Class 48 contains 813 members 
Mstep: Class 49 contains 2373 members 
Mstep: Class 50 contains 22225 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100305808.000000 Penalty: 110644.859375
Iteration 132Q: 51 clusters Score -1.003058e+08 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 47260 members 
Mstep: Class 2 contains 5229 members 
Mstep: Class 3 contains 2106 members 
Mstep: Class 4 contains 3269 members 
Mstep: Class 5 contains 14566 members 
Mstep: Class 6 contains 1012 members 
Mstep: Class 7 contains 478 members 
Mstep: Class 8 contains 7454 members 
Mstep: Class 9 contains 24421 members 
Mstep: Class 10 contains 33340 members 
Mstep: Class 11 contains 2219 members 
Mstep: Class 12 contains 73872 members 
Mstep: Class 13 contains 18467 members 
Mstep: Class 14 contains 146759 members 
Mstep: Class 15 contains 2504 members 
Mstep: Class 16 contains 17424 members 
Mstep: Class 17 contains 9532 members 
Mstep: Class 18 contains 20706 members 
Mstep: Class 19 contains 36856 members 
Mstep: Class 20 contains 6570 members 
Mstep: Class 21 contains 11080 members 
Mstep: Class 22 contains 3192 members 
Mstep: Class 23 contains 21664 members 
Mstep: Class 24 contains 39747 members 
Mstep: Class 25 contains 7905 members 
Mstep: Class 26 contains 3958 members 
Mstep: Class 27 contains 2310 members 
Mstep: Class 28 contains 24151 members 
Mstep: Class 29 contains 404 members 
Mstep: Class 30 contains 3988 members 
Mstep: Class 31 contains 12554 members 
Mstep: Class 32 contains 14340 members 
Mstep: Class 33 contains 8008 members 
Mstep: Class 34 contains 13754 members 
Mstep: Class 35 contains 2379 members 
Mstep: Class 36 contains 11833 members 
Mstep: Class 37 contains 3618 members 
Mstep: Class 38 contains 11365 members 
Mstep: Class 39 contains 38373 members 
Mstep: Class 40 contains 19729 members 
Mstep: Class 41 contains 1398 members 
Mstep: Class 42 contains 24673 members 
Mstep: Class 43 contains 4379 members 
Mstep: Class 44 contains 3258 members 
Mstep: Class 45 contains 4556 members 
Mstep: Class 46 contains 2672 members 
Mstep: Class 47 contains 25793 members 
Mstep: Class 48 contains 813 members 
Mstep: Class 49 contains 2410 members 
Mstep: Class 50 contains 22233 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100305656.000000 Penalty: 110644.859375
Iteration 133Q: 51 clusters Score -1.003057e+08 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 47275 members 
Mstep: Class 2 contains 5240 members 
Mstep: Class 3 contains 2106 members 
Mstep: Class 4 contains 3268 members 
Mstep: Class 5 contains 14560 members 
Mstep: Class 6 contains 1011 members 
Mstep: Class 7 contains 478 members 
Mstep: Class 8 contains 7474 members 
Mstep: Class 9 contains 24513 members 
Mstep: Class 10 contains 33304 members 
Mstep: Class 11 contains 2218 members 
Mstep: Class 12 contains 73846 members 
Mstep: Class 13 contains 18456 members 
Mstep: Class 14 contains 146811 members 
Mstep: Class 15 contains 2503 members 
Mstep: Class 16 contains 17438 members 
Mstep: Class 17 contains 9532 members 
Mstep: Class 18 contains 20746 members 
Mstep: Class 19 contains 36724 members 
Mstep: Class 20 contains 6562 members 
Mstep: Class 21 contains 11136 members 
Mstep: Class 22 contains 3186 members 
Mstep: Class 23 contains 21668 members 
Mstep: Class 24 contains 39743 members 
Mstep: Class 25 contains 7905 members 
Mstep: Class 26 contains 3954 members 
Mstep: Class 27 contains 2309 members 
Mstep: Class 28 contains 24130 members 
Mstep: Class 29 contains 404 members 
Mstep: Class 30 contains 3982 members 
Mstep: Class 31 contains 12554 members 
Mstep: Class 32 contains 14291 members 
Mstep: Class 33 contains 8017 members 
Mstep: Class 34 contains 13759 members 
Mstep: Class 35 contains 2381 members 
Mstep: Class 36 contains 11827 members 
Mstep: Class 37 contains 3627 members 
Mstep: Class 38 contains 11345 members 
Mstep: Class 39 contains 38382 members 
Mstep: Class 40 contains 19652 members 
Mstep: Class 41 contains 1398 members 
Mstep: Class 42 contains 24670 members 
Mstep: Class 43 contains 4379 members 
Mstep: Class 44 contains 3258 members 
Mstep: Class 45 contains 4558 members 
Mstep: Class 46 contains 2711 members 
Mstep: Class 47 contains 25788 members 
Mstep: Class 48 contains 813 members 
Mstep: Class 49 contains 2450 members 
Mstep: Class 50 contains 22239 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100306072.000000 Penalty: 110644.859375
Iteration 134Q: 51 clusters Score -1.003061e+08 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 47282 members 
Mstep: Class 2 contains 5236 members 
Mstep: Class 3 contains 2105 members 
Mstep: Class 4 contains 3270 members 
Mstep: Class 5 contains 14561 members 
Mstep: Class 6 contains 1012 members 
Mstep: Class 7 contains 478 members 
Mstep: Class 8 contains 7525 members 
Mstep: Class 9 contains 24614 members 
Mstep: Class 10 contains 33268 members 
Mstep: Class 11 contains 2217 members 
Mstep: Class 12 contains 73807 members 
Mstep: Class 13 contains 18447 members 
Mstep: Class 14 contains 146849 members 
Mstep: Class 15 contains 2503 members 
Mstep: Class 16 contains 17454 members 
Mstep: Class 17 contains 9534 members 
Mstep: Class 18 contains 20795 members 
Mstep: Class 19 contains 36607 members 
Mstep: Class 20 contains 6554 members 
Mstep: Class 21 contains 11162 members 
Mstep: Class 22 contains 3175 members 
Mstep: Class 23 contains 21686 members 
Mstep: Class 24 contains 39741 members 
Mstep: Class 25 contains 7908 members 
Mstep: Class 26 contains 3952 members 
Mstep: Class 27 contains 2309 members 
Mstep: Class 28 contains 24118 members 
Mstep: Class 29 contains 404 members 
Mstep: Class 30 contains 3977 members 
Mstep: Class 31 contains 12555 members 
Mstep: Class 32 contains 14243 members 
Mstep: Class 33 contains 8023 members 
Mstep: Class 34 contains 13763 members 
Mstep: Class 35 contains 2384 members 
Mstep: Class 36 contains 11819 members 
Mstep: Class 37 contains 3633 members 
Mstep: Class 38 contains 11314 members 
Mstep: Class 39 contains 38395 members 
Mstep: Class 40 contains 19578 members 
Mstep: Class 41 contains 1399 members 
Mstep: Class 42 contains 24664 members 
Mstep: Class 43 contains 4379 members 
Mstep: Class 44 contains 3257 members 
Mstep: Class 45 contains 4556 members 
Mstep: Class 46 contains 2749 members 
Mstep: Class 47 contains 25783 members 
Mstep: Class 48 contains 813 members 
Mstep: Class 49 contains 2479 members 
Mstep: Class 50 contains 22245 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100306096.000000 Penalty: 110644.859375
Iteration 135Q: 51 clusters Score -1.003061e+08 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 47282 members 
Mstep: Class 2 contains 5235 members 
Mstep: Class 3 contains 2104 members 
Mstep: Class 4 contains 3273 members 
Mstep: Class 5 contains 14554 members 
Mstep: Class 6 contains 1014 members 
Mstep: Class 7 contains 477 members 
Mstep: Class 8 contains 7586 members 
Mstep: Class 9 contains 24682 members 
Mstep: Class 10 contains 33239 members 
Mstep: Class 11 contains 2218 members 
Mstep: Class 12 contains 73788 members 
Mstep: Class 13 contains 18438 members 
Mstep: Class 14 contains 146880 members 
Mstep: Class 15 contains 2503 members 
Mstep: Class 16 contains 17466 members 
Mstep: Class 17 contains 9528 members 
Mstep: Class 18 contains 20852 members 
Mstep: Class 19 contains 36510 members 
Mstep: Class 20 contains 6549 members 
Mstep: Class 21 contains 11209 members 
Mstep: Class 22 contains 3165 members 
Mstep: Class 23 contains 21695 members 
Mstep: Class 24 contains 39729 members 
Mstep: Class 25 contains 7908 members 
Mstep: Class 26 contains 3949 members 
Mstep: Class 27 contains 2308 members 
Mstep: Class 28 contains 24104 members 
Mstep: Class 29 contains 404 members 
Mstep: Class 30 contains 3973 members 
Mstep: Class 31 contains 12555 members 
Mstep: Class 32 contains 14186 members 
Mstep: Class 33 contains 8031 members 
Mstep: Class 34 contains 13769 members 
Mstep: Class 35 contains 2387 members 
Mstep: Class 36 contains 11812 members 
Mstep: Class 37 contains 3642 members 
Mstep: Class 38 contains 11271 members 
Mstep: Class 39 contains 38422 members 
Mstep: Class 40 contains 19509 members 
Mstep: Class 41 contains 1398 members 
Mstep: Class 42 contains 24672 members 
Mstep: Class 43 contains 4377 members 
Mstep: Class 44 contains 3255 members 
Mstep: Class 45 contains 4555 members 
Mstep: Class 46 contains 2773 members 
Mstep: Class 47 contains 25777 members 
Mstep: Class 48 contains 813 members 
Mstep: Class 49 contains 2505 members 
Mstep: Class 50 contains 22250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100305776.000000 Penalty: 110644.859375
Iteration 136Q: 51 clusters Score -1.003058e+08 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 47290 members 
Mstep: Class 2 contains 5233 members 
Mstep: Class 3 contains 2104 members 
Mstep: Class 4 contains 3274 members 
Mstep: Class 5 contains 14550 members 
Mstep: Class 6 contains 1018 members 
Mstep: Class 7 contains 477 members 
Mstep: Class 8 contains 7625 members 
Mstep: Class 9 contains 24738 members 
Mstep: Class 10 contains 33231 members 
Mstep: Class 11 contains 2218 members 
Mstep: Class 12 contains 73773 members 
Mstep: Class 13 contains 18428 members 
Mstep: Class 14 contains 146890 members 
Mstep: Class 15 contains 2502 members 
Mstep: Class 16 contains 17479 members 
Mstep: Class 17 contains 9526 members 
Mstep: Class 18 contains 20914 members 
Mstep: Class 19 contains 36417 members 
Mstep: Class 20 contains 6542 members 
Mstep: Class 21 contains 11254 members 
Mstep: Class 22 contains 3151 members 
Mstep: Class 23 contains 21699 members 
Mstep: Class 24 contains 39720 members 
Mstep: Class 25 contains 7909 members 
Mstep: Class 26 contains 3952 members 
Mstep: Class 27 contains 2308 members 
Mstep: Class 28 contains 24093 members 
Mstep: Class 29 contains 404 members 
Mstep: Class 30 contains 3967 members 
Mstep: Class 31 contains 12555 members 
Mstep: Class 32 contains 14148 members 
Mstep: Class 33 contains 8043 members 
Mstep: Class 34 contains 13771 members 
Mstep: Class 35 contains 2390 members 
Mstep: Class 36 contains 11804 members 
Mstep: Class 37 contains 3652 members 
Mstep: Class 38 contains 11230 members 
Mstep: Class 39 contains 38443 members 
Mstep: Class 40 contains 19435 members 
Mstep: Class 41 contains 1398 members 
Mstep: Class 42 contains 24674 members 
Mstep: Class 43 contains 4377 members 
Mstep: Class 44 contains 3255 members 
Mstep: Class 45 contains 4551 members 
Mstep: Class 46 contains 2789 members 
Mstep: Class 47 contains 25775 members 
Mstep: Class 48 contains 813 members 
Mstep: Class 49 contains 2534 members 
Mstep: Class 50 contains 22258 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100305584.000000 Penalty: 110644.859375
Iteration 137Q: 51 clusters Score -1.003056e+08 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 47299 members 
Mstep: Class 2 contains 5236 members 
Mstep: Class 3 contains 2104 members 
Mstep: Class 4 contains 3272 members 
Mstep: Class 5 contains 14547 members 
Mstep: Class 6 contains 1022 members 
Mstep: Class 7 contains 477 members 
Mstep: Class 8 contains 7700 members 
Mstep: Class 9 contains 24796 members 
Mstep: Class 10 contains 33199 members 
Mstep: Class 11 contains 2217 members 
Mstep: Class 12 contains 73760 members 
Mstep: Class 13 contains 18420 members 
Mstep: Class 14 contains 146904 members 
Mstep: Class 15 contains 2501 members 
Mstep: Class 16 contains 17489 members 
Mstep: Class 17 contains 9523 members 
Mstep: Class 18 contains 20963 members 
Mstep: Class 19 contains 36330 members 
Mstep: Class 20 contains 6539 members 
Mstep: Class 21 contains 11285 members 
Mstep: Class 22 contains 3138 members 
Mstep: Class 23 contains 21708 members 
Mstep: Class 24 contains 39710 members 
Mstep: Class 25 contains 7907 members 
Mstep: Class 26 contains 3949 members 
Mstep: Class 27 contains 2312 members 
Mstep: Class 28 contains 24081 members 
Mstep: Class 29 contains 404 members 
Mstep: Class 30 contains 3959 members 
Mstep: Class 31 contains 12555 members 
Mstep: Class 32 contains 14120 members 
Mstep: Class 33 contains 8047 members 
Mstep: Class 34 contains 13774 members 
Mstep: Class 35 contains 2391 members 
Mstep: Class 36 contains 11796 members 
Mstep: Class 37 contains 3661 members 
Mstep: Class 38 contains 11184 members 
Mstep: Class 39 contains 38450 members 
Mstep: Class 40 contains 19380 members 
Mstep: Class 41 contains 1398 members 
Mstep: Class 42 contains 24664 members 
Mstep: Class 43 contains 4375 members 
Mstep: Class 44 contains 3254 members 
Mstep: Class 45 contains 4551 members 
Mstep: Class 46 contains 2816 members 
Mstep: Class 47 contains 25778 members 
Mstep: Class 48 contains 813 members 
Mstep: Class 49 contains 2555 members 
Mstep: Class 50 contains 22268 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100305472.000000 Penalty: 110644.859375
Iteration 138Q: 51 clusters Score -1.003055e+08 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 47284 members 
Mstep: Class 2 contains 5230 members 
Mstep: Class 3 contains 2102 members 
Mstep: Class 4 contains 3272 members 
Mstep: Class 5 contains 14547 members 
Mstep: Class 6 contains 1024 members 
Mstep: Class 7 contains 477 members 
Mstep: Class 8 contains 7732 members 
Mstep: Class 9 contains 24873 members 
Mstep: Class 10 contains 33178 members 
Mstep: Class 11 contains 2217 members 
Mstep: Class 12 contains 73750 members 
Mstep: Class 13 contains 18409 members 
Mstep: Class 14 contains 146904 members 
Mstep: Class 15 contains 2502 members 
Mstep: Class 16 contains 17498 members 
Mstep: Class 17 contains 9516 members 
Mstep: Class 18 contains 20997 members 
Mstep: Class 19 contains 36259 members 
Mstep: Class 20 contains 6533 members 
Mstep: Class 21 contains 11316 members 
Mstep: Class 22 contains 3129 members 
Mstep: Class 23 contains 21718 members 
Mstep: Class 24 contains 39705 members 
Mstep: Class 25 contains 7907 members 
Mstep: Class 26 contains 3946 members 
Mstep: Class 27 contains 2315 members 
Mstep: Class 28 contains 24056 members 
Mstep: Class 29 contains 404 members 
Mstep: Class 30 contains 3952 members 
Mstep: Class 31 contains 12555 members 
Mstep: Class 32 contains 14088 members 
Mstep: Class 33 contains 8053 members 
Mstep: Class 34 contains 13777 members 
Mstep: Class 35 contains 2390 members 
Mstep: Class 36 contains 11794 members 
Mstep: Class 37 contains 3674 members 
Mstep: Class 38 contains 11145 members 
Mstep: Class 39 contains 38457 members 
Mstep: Class 40 contains 19360 members 
Mstep: Class 41 contains 1398 members 
Mstep: Class 42 contains 24665 members 
Mstep: Class 43 contains 4371 members 
Mstep: Class 44 contains 3256 members 
Mstep: Class 45 contains 4552 members 
Mstep: Class 46 contains 2855 members 
Mstep: Class 47 contains 25773 members 
Mstep: Class 48 contains 813 members 
Mstep: Class 49 contains 2581 members 
Mstep: Class 50 contains 22272 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100305656.000000 Penalty: 110644.859375
Iteration 139Q: 51 clusters Score -1.003057e+08 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 47275 members 
Mstep: Class 2 contains 5219 members 
Mstep: Class 3 contains 2102 members 
Mstep: Class 4 contains 3271 members 
Mstep: Class 5 contains 14539 members 
Mstep: Class 6 contains 1027 members 
Mstep: Class 7 contains 477 members 
Mstep: Class 8 contains 7779 members 
Mstep: Class 9 contains 24941 members 
Mstep: Class 10 contains 33173 members 
Mstep: Class 11 contains 2213 members 
Mstep: Class 12 contains 73734 members 
Mstep: Class 13 contains 18394 members 
Mstep: Class 14 contains 146894 members 
Mstep: Class 15 contains 2502 members 
Mstep: Class 16 contains 17507 members 
Mstep: Class 17 contains 9515 members 
Mstep: Class 18 contains 21041 members 
Mstep: Class 19 contains 36188 members 
Mstep: Class 20 contains 6525 members 
Mstep: Class 21 contains 11355 members 
Mstep: Class 22 contains 3122 members 
Mstep: Class 23 contains 21727 members 
Mstep: Class 24 contains 39708 members 
Mstep: Class 25 contains 7908 members 
Mstep: Class 26 contains 3946 members 
Mstep: Class 27 contains 2317 members 
Mstep: Class 28 contains 24037 members 
Mstep: Class 29 contains 405 members 
Mstep: Class 30 contains 3947 members 
Mstep: Class 31 contains 12556 members 
Mstep: Class 32 contains 14059 members 
Mstep: Class 33 contains 8057 members 
Mstep: Class 34 contains 13780 members 
Mstep: Class 35 contains 2393 members 
Mstep: Class 36 contains 11791 members 
Mstep: Class 37 contains 3693 members 
Mstep: Class 38 contains 11089 members 
Mstep: Class 39 contains 38454 members 
Mstep: Class 40 contains 19340 members 
Mstep: Class 41 contains 1398 members 
Mstep: Class 42 contains 24663 members 
Mstep: Class 43 contains 4366 members 
Mstep: Class 44 contains 3257 members 
Mstep: Class 45 contains 4553 members 
Mstep: Class 46 contains 2876 members 
Mstep: Class 47 contains 25770 members 
Mstep: Class 48 contains 813 members 
Mstep: Class 49 contains 2611 members 
Mstep: Class 50 contains 22274 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100305736.000000 Penalty: 110644.859375
Iteration 140F: 51 clusters Score -1.003057e+08 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 47273 members 
Mstep: Class 2 contains 5212 members 
Mstep: Class 3 contains 2102 members 
Mstep: Class 4 contains 3272 members 
Mstep: Class 5 contains 14529 members 
Mstep: Class 6 contains 1028 members 
Mstep: Class 7 contains 477 members 
Mstep: Class 8 contains 7804 members 
Mstep: Class 9 contains 24997 members 
Mstep: Class 10 contains 33179 members 
Mstep: Class 11 contains 2212 members 
Mstep: Class 12 contains 73701 members 
Mstep: Class 13 contains 18376 members 
Mstep: Class 14 contains 146888 members 
Mstep: Class 15 contains 2504 members 
Mstep: Class 16 contains 17513 members 
Mstep: Class 17 contains 9514 members 
Mstep: Class 18 contains 21084 members 
Mstep: Class 19 contains 36126 members 
Mstep: Class 20 contains 6515 members 
Mstep: Class 21 contains 11393 members 
Mstep: Class 22 contains 3116 members 
Mstep: Class 23 contains 21731 members 
Mstep: Class 24 contains 39707 members 
Mstep: Class 25 contains 7909 members 
Mstep: Class 26 contains 3946 members 
Mstep: Class 27 contains 2317 members 
Mstep: Class 28 contains 24021 members 
Mstep: Class 29 contains 405 members 
Mstep: Class 30 contains 3941 members 
Mstep: Class 31 contains 12557 members 
Mstep: Class 32 contains 14041 members 
Mstep: Class 33 contains 8062 members 
Mstep: Class 34 contains 13782 members 
Mstep: Class 35 contains 2393 members 
Mstep: Class 36 contains 11789 members 
Mstep: Class 37 contains 3722 members 
Mstep: Class 38 contains 11058 members 
Mstep: Class 39 contains 38452 members 
Mstep: Class 40 contains 19302 members 
Mstep: Class 41 contains 1397 members 
Mstep: Class 42 contains 24657 members 
Mstep: Class 43 contains 4358 members 
Mstep: Class 44 contains 3260 members 
Mstep: Class 45 contains 4554 members 
Mstep: Class 46 contains 2909 members 
Mstep: Class 47 contains 25766 members 
Mstep: Class 48 contains 813 members 
Mstep: Class 49 contains 2640 members 
Mstep: Class 50 contains 22277 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100305904.000000 Penalty: 110644.859375
Iteration 141Q: 51 clusters Score -1.003059e+08 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 47272 members 
Mstep: Class 2 contains 5207 members 
Mstep: Class 3 contains 2103 members 
Mstep: Class 4 contains 3277 members 
Mstep: Class 5 contains 14524 members 
Mstep: Class 6 contains 1028 members 
Mstep: Class 7 contains 477 members 
Mstep: Class 8 contains 7855 members 
Mstep: Class 9 contains 25048 members 
Mstep: Class 10 contains 33172 members 
Mstep: Class 11 contains 2209 members 
Mstep: Class 12 contains 73670 members 
Mstep: Class 13 contains 18364 members 
Mstep: Class 14 contains 146889 members 
Mstep: Class 15 contains 2502 members 
Mstep: Class 16 contains 17522 members 
Mstep: Class 17 contains 9515 members 
Mstep: Class 18 contains 21119 members 
Mstep: Class 19 contains 36077 members 
Mstep: Class 20 contains 6507 members 
Mstep: Class 21 contains 11413 members 
Mstep: Class 22 contains 3118 members 
Mstep: Class 23 contains 21733 members 
Mstep: Class 24 contains 39700 members 
Mstep: Class 25 contains 7911 members 
Mstep: Class 26 contains 3944 members 
Mstep: Class 27 contains 2320 members 
Mstep: Class 28 contains 24010 members 
Mstep: Class 29 contains 405 members 
Mstep: Class 30 contains 3939 members 
Mstep: Class 31 contains 12558 members 
Mstep: Class 32 contains 14022 members 
Mstep: Class 33 contains 8067 members 
Mstep: Class 34 contains 13781 members 
Mstep: Class 35 contains 2393 members 
Mstep: Class 36 contains 11784 members 
Mstep: Class 37 contains 3742 members 
Mstep: Class 38 contains 11010 members 
Mstep: Class 39 contains 38450 members 
Mstep: Class 40 contains 19258 members 
Mstep: Class 41 contains 1397 members 
Mstep: Class 42 contains 24654 members 
Mstep: Class 43 contains 4353 members 
Mstep: Class 44 contains 3261 members 
Mstep: Class 45 contains 4554 members 
Mstep: Class 46 contains 2936 members 
Mstep: Class 47 contains 25767 members 
Mstep: Class 48 contains 813 members 
Mstep: Class 49 contains 2667 members 
Mstep: Class 50 contains 22284 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100305736.000000 Penalty: 110644.859375
Iteration 142Q: 51 clusters Score -1.003057e+08 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 47267 members 
Mstep: Class 2 contains 5212 members 
Mstep: Class 3 contains 2101 members 
Mstep: Class 4 contains 3280 members 
Mstep: Class 5 contains 14521 members 
Mstep: Class 6 contains 1028 members 
Mstep: Class 7 contains 478 members 
Mstep: Class 8 contains 7906 members 
Mstep: Class 9 contains 25093 members 
Mstep: Class 10 contains 33165 members 
Mstep: Class 11 contains 2205 members 
Mstep: Class 12 contains 73659 members 
Mstep: Class 13 contains 18350 members 
Mstep: Class 14 contains 146888 members 
Mstep: Class 15 contains 2502 members 
Mstep: Class 16 contains 17536 members 
Mstep: Class 17 contains 9508 members 
Mstep: Class 18 contains 21117 members 
Mstep: Class 19 contains 36036 members 
Mstep: Class 20 contains 6498 members 
Mstep: Class 21 contains 11435 members 
Mstep: Class 22 contains 3112 members 
Mstep: Class 23 contains 21739 members 
Mstep: Class 24 contains 39700 members 
Mstep: Class 25 contains 7912 members 
Mstep: Class 26 contains 3940 members 
Mstep: Class 27 contains 2320 members 
Mstep: Class 28 contains 23993 members 
Mstep: Class 29 contains 405 members 
Mstep: Class 30 contains 3933 members 
Mstep: Class 31 contains 12557 members 
Mstep: Class 32 contains 14017 members 
Mstep: Class 33 contains 8072 members 
Mstep: Class 34 contains 13783 members 
Mstep: Class 35 contains 2392 members 
Mstep: Class 36 contains 11782 members 
Mstep: Class 37 contains 3754 members 
Mstep: Class 38 contains 10974 members 
Mstep: Class 39 contains 38442 members 
Mstep: Class 40 contains 19220 members 
Mstep: Class 41 contains 1397 members 
Mstep: Class 42 contains 24643 members 
Mstep: Class 43 contains 4348 members 
Mstep: Class 44 contains 3264 members 
Mstep: Class 45 contains 4552 members 
Mstep: Class 46 contains 2983 members 
Mstep: Class 47 contains 25774 members 
Mstep: Class 48 contains 814 members 
Mstep: Class 49 contains 2690 members 
Mstep: Class 50 contains 22284 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100305640.000000 Penalty: 110644.859375
Iteration 143Q: 51 clusters Score -1.003056e+08 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 47259 members 
Mstep: Class 2 contains 5208 members 
Mstep: Class 3 contains 2101 members 
Mstep: Class 4 contains 3279 members 
Mstep: Class 5 contains 14520 members 
Mstep: Class 6 contains 1028 members 
Mstep: Class 7 contains 478 members 
Mstep: Class 8 contains 7969 members 
Mstep: Class 9 contains 25130 members 
Mstep: Class 10 contains 33169 members 
Mstep: Class 11 contains 2201 members 
Mstep: Class 12 contains 73642 members 
Mstep: Class 13 contains 18334 members 
Mstep: Class 14 contains 146883 members 
Mstep: Class 15 contains 2505 members 
Mstep: Class 16 contains 17552 members 
Mstep: Class 17 contains 9504 members 
Mstep: Class 18 contains 21132 members 
Mstep: Class 19 contains 35987 members 
Mstep: Class 20 contains 6492 members 
Mstep: Class 21 contains 11471 members 
Mstep: Class 22 contains 3110 members 
Mstep: Class 23 contains 21741 members 
Mstep: Class 24 contains 39698 members 
Mstep: Class 25 contains 7911 members 
Mstep: Class 26 contains 3932 members 
Mstep: Class 27 contains 2322 members 
Mstep: Class 28 contains 23978 members 
Mstep: Class 29 contains 406 members 
Mstep: Class 30 contains 3927 members 
Mstep: Class 31 contains 12559 members 
Mstep: Class 32 contains 14004 members 
Mstep: Class 33 contains 8074 members 
Mstep: Class 34 contains 13783 members 
Mstep: Class 35 contains 2393 members 
Mstep: Class 36 contains 11780 members 
Mstep: Class 37 contains 3759 members 
Mstep: Class 38 contains 10944 members 
Mstep: Class 39 contains 38446 members 
Mstep: Class 40 contains 19170 members 
Mstep: Class 41 contains 1397 members 
Mstep: Class 42 contains 24636 members 
Mstep: Class 43 contains 4342 members 
Mstep: Class 44 contains 3268 members 
Mstep: Class 45 contains 4551 members 
Mstep: Class 46 contains 3025 members 
Mstep: Class 47 contains 25774 members 
Mstep: Class 48 contains 814 members 
Mstep: Class 49 contains 2709 members 
Mstep: Class 50 contains 22284 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100305816.000000 Penalty: 110644.859375
Iteration 144Q: 51 clusters Score -1.003058e+08 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 47245 members 
Mstep: Class 2 contains 5213 members 
Mstep: Class 3 contains 2101 members 
Mstep: Class 4 contains 3280 members 
Mstep: Class 5 contains 14519 members 
Mstep: Class 6 contains 1029 members 
Mstep: Class 7 contains 478 members 
Mstep: Class 8 contains 8011 members 
Mstep: Class 9 contains 25167 members 
Mstep: Class 10 contains 33172 members 
Mstep: Class 11 contains 2196 members 
Mstep: Class 12 contains 73618 members 
Mstep: Class 13 contains 18324 members 
Mstep: Class 14 contains 146877 members 
Mstep: Class 15 contains 2503 members 
Mstep: Class 16 contains 17568 members 
Mstep: Class 17 contains 9496 members 
Mstep: Class 18 contains 21157 members 
Mstep: Class 19 contains 35931 members 
Mstep: Class 20 contains 6486 members 
Mstep: Class 21 contains 11498 members 
Mstep: Class 22 contains 3101 members 
Mstep: Class 23 contains 21742 members 
Mstep: Class 24 contains 39690 members 
Mstep: Class 25 contains 7910 members 
Mstep: Class 26 contains 3926 members 
Mstep: Class 27 contains 2320 members 
Mstep: Class 28 contains 23972 members 
Mstep: Class 29 contains 406 members 
Mstep: Class 30 contains 3915 members 
Mstep: Class 31 contains 12560 members 
Mstep: Class 32 contains 13989 members 
Mstep: Class 33 contains 8080 members 
Mstep: Class 34 contains 13785 members 
Mstep: Class 35 contains 2393 members 
Mstep: Class 36 contains 11776 members 
Mstep: Class 37 contains 3762 members 
Mstep: Class 38 contains 10945 members 
Mstep: Class 39 contains 38443 members 
Mstep: Class 40 contains 19132 members 
Mstep: Class 41 contains 1397 members 
Mstep: Class 42 contains 24629 members 
Mstep: Class 43 contains 4340 members 
Mstep: Class 44 contains 3270 members 
Mstep: Class 45 contains 4549 members 
Mstep: Class 46 contains 3066 members 
Mstep: Class 47 contains 25780 members 
Mstep: Class 48 contains 814 members 
Mstep: Class 49 contains 2730 members 
Mstep: Class 50 contains 22290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100305880.000000 Penalty: 110644.859375
Iteration 145Q: 51 clusters Score -1.003059e+08 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 47237 members 
Mstep: Class 2 contains 5213 members 
Mstep: Class 3 contains 2102 members 
Mstep: Class 4 contains 3281 members 
Mstep: Class 5 contains 14517 members 
Mstep: Class 6 contains 1033 members 
Mstep: Class 7 contains 478 members 
Mstep: Class 8 contains 8059 members 
Mstep: Class 9 contains 25204 members 
Mstep: Class 10 contains 33166 members 
Mstep: Class 11 contains 2194 members 
Mstep: Class 12 contains 73589 members 
Mstep: Class 13 contains 18317 members 
Mstep: Class 14 contains 146872 members 
Mstep: Class 15 contains 2503 members 
Mstep: Class 16 contains 17577 members 
Mstep: Class 17 contains 9497 members 
Mstep: Class 18 contains 21157 members 
Mstep: Class 19 contains 35885 members 
Mstep: Class 20 contains 6479 members 
Mstep: Class 21 contains 11531 members 
Mstep: Class 22 contains 3096 members 
Mstep: Class 23 contains 21746 members 
Mstep: Class 24 contains 39682 members 
Mstep: Class 25 contains 7910 members 
Mstep: Class 26 contains 3928 members 
Mstep: Class 27 contains 2321 members 
Mstep: Class 28 contains 23965 members 
Mstep: Class 29 contains 406 members 
Mstep: Class 30 contains 3913 members 
Mstep: Class 31 contains 12560 members 
Mstep: Class 32 contains 13973 members 
Mstep: Class 33 contains 8087 members 
Mstep: Class 34 contains 13787 members 
Mstep: Class 35 contains 2394 members 
Mstep: Class 36 contains 11773 members 
Mstep: Class 37 contains 3774 members 
Mstep: Class 38 contains 10921 members 
Mstep: Class 39 contains 38443 members 
Mstep: Class 40 contains 19095 members 
Mstep: Class 41 contains 1397 members 
Mstep: Class 42 contains 24631 members 
Mstep: Class 43 contains 4338 members 
Mstep: Class 44 contains 3270 members 
Mstep: Class 45 contains 4545 members 
Mstep: Class 46 contains 3098 members 
Mstep: Class 47 contains 25784 members 
Mstep: Class 48 contains 814 members 
Mstep: Class 49 contains 2747 members 
Mstep: Class 50 contains 22292 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100305880.000000 Penalty: 110644.859375
Iteration 146Q: 51 clusters Score -1.003059e+08 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 47242 members 
Mstep: Class 2 contains 5211 members 
Mstep: Class 3 contains 2102 members 
Mstep: Class 4 contains 3282 members 
Mstep: Class 5 contains 14514 members 
Mstep: Class 6 contains 1039 members 
Mstep: Class 7 contains 478 members 
Mstep: Class 8 contains 8101 members 
Mstep: Class 9 contains 25215 members 
Mstep: Class 10 contains 33162 members 
Mstep: Class 11 contains 2193 members 
Mstep: Class 12 contains 73567 members 
Mstep: Class 13 contains 18310 members 
Mstep: Class 14 contains 146875 members 
Mstep: Class 15 contains 2503 members 
Mstep: Class 16 contains 17577 members 
Mstep: Class 17 contains 9500 members 
Mstep: Class 18 contains 21175 members 
Mstep: Class 19 contains 35845 members 
Mstep: Class 20 contains 6471 members 
Mstep: Class 21 contains 11556 members 
Mstep: Class 22 contains 3094 members 
Mstep: Class 23 contains 21742 members 
Mstep: Class 24 contains 39679 members 
Mstep: Class 25 contains 7911 members 
Mstep: Class 26 contains 3932 members 
Mstep: Class 27 contains 2325 members 
Mstep: Class 28 contains 23957 members 
Mstep: Class 29 contains 406 members 
Mstep: Class 30 contains 3910 members 
Mstep: Class 31 contains 12561 members 
Mstep: Class 32 contains 13962 members 
Mstep: Class 33 contains 8094 members 
Mstep: Class 34 contains 13788 members 
Mstep: Class 35 contains 2394 members 
Mstep: Class 36 contains 11770 members 
Mstep: Class 37 contains 3786 members 
Mstep: Class 38 contains 10897 members 
Mstep: Class 39 contains 38437 members 
Mstep: Class 40 contains 19060 members 
Mstep: Class 41 contains 1397 members 
Mstep: Class 42 contains 24625 members 
Mstep: Class 43 contains 4335 members 
Mstep: Class 44 contains 3272 members 
Mstep: Class 45 contains 4544 members 
Mstep: Class 46 contains 3127 members 
Mstep: Class 47 contains 25788 members 
Mstep: Class 48 contains 814 members 
Mstep: Class 49 contains 2761 members 
Mstep: Class 50 contains 22295 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100306304.000000 Penalty: 110644.859375
Iteration 147Q: 51 clusters Score -1.003063e+08 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 47245 members 
Mstep: Class 2 contains 5214 members 
Mstep: Class 3 contains 2102 members 
Mstep: Class 4 contains 3282 members 
Mstep: Class 5 contains 14510 members 
Mstep: Class 6 contains 1040 members 
Mstep: Class 7 contains 478 members 
Mstep: Class 8 contains 8161 members 
Mstep: Class 9 contains 25228 members 
Mstep: Class 10 contains 33158 members 
Mstep: Class 11 contains 2190 members 
Mstep: Class 12 contains 73545 members 
Mstep: Class 13 contains 18301 members 
Mstep: Class 14 contains 146884 members 
Mstep: Class 15 contains 2501 members 
Mstep: Class 16 contains 17582 members 
Mstep: Class 17 contains 9506 members 
Mstep: Class 18 contains 21205 members 
Mstep: Class 19 contains 35793 members 
Mstep: Class 20 contains 6463 members 
Mstep: Class 21 contains 11581 members 
Mstep: Class 22 contains 3092 members 
Mstep: Class 23 contains 21745 members 
Mstep: Class 24 contains 39672 members 
Mstep: Class 25 contains 7911 members 
Mstep: Class 26 contains 3939 members 
Mstep: Class 27 contains 2324 members 
Mstep: Class 28 contains 23933 members 
Mstep: Class 29 contains 406 members 
Mstep: Class 30 contains 3907 members 
Mstep: Class 31 contains 12561 members 
Mstep: Class 32 contains 13959 members 
Mstep: Class 33 contains 8100 members 
Mstep: Class 34 contains 13789 members 
Mstep: Class 35 contains 2396 members 
Mstep: Class 36 contains 11764 members 
Mstep: Class 37 contains 3792 members 
Mstep: Class 38 contains 10852 members 
Mstep: Class 39 contains 38442 members 
Mstep: Class 40 contains 19031 members 
Mstep: Class 41 contains 1397 members 
Mstep: Class 42 contains 24622 members 
Mstep: Class 43 contains 4336 members 
Mstep: Class 44 contains 3272 members 
Mstep: Class 45 contains 4544 members 
Mstep: Class 46 contains 3150 members 
Mstep: Class 47 contains 25794 members 
Mstep: Class 48 contains 814 members 
Mstep: Class 49 contains 2774 members 
Mstep: Class 50 contains 22294 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100306320.000000 Penalty: 110644.859375
Iteration 148Q: 51 clusters Score -1.003063e+08 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 47246 members 
Mstep: Class 2 contains 5215 members 
Mstep: Class 3 contains 2102 members 
Mstep: Class 4 contains 3282 members 
Mstep: Class 5 contains 14512 members 
Mstep: Class 6 contains 1050 members 
Mstep: Class 7 contains 478 members 
Mstep: Class 8 contains 8218 members 
Mstep: Class 9 contains 25249 members 
Mstep: Class 10 contains 33161 members 
Mstep: Class 11 contains 2189 members 
Mstep: Class 12 contains 73520 members 
Mstep: Class 13 contains 18292 members 
Mstep: Class 14 contains 146884 members 
Mstep: Class 15 contains 2501 members 
Mstep: Class 16 contains 17596 members 
Mstep: Class 17 contains 9511 members 
Mstep: Class 18 contains 21215 members 
Mstep: Class 19 contains 35745 members 
Mstep: Class 20 contains 6452 members 
Mstep: Class 21 contains 11608 members 
Mstep: Class 22 contains 3085 members 
Mstep: Class 23 contains 21750 members 
Mstep: Class 24 contains 39654 members 
Mstep: Class 25 contains 7911 members 
Mstep: Class 26 contains 3946 members 
Mstep: Class 27 contains 2319 members 
Mstep: Class 28 contains 23921 members 
Mstep: Class 29 contains 406 members 
Mstep: Class 30 contains 3902 members 
Mstep: Class 31 contains 12561 members 
Mstep: Class 32 contains 13948 members 
Mstep: Class 33 contains 8107 members 
Mstep: Class 34 contains 13791 members 
Mstep: Class 35 contains 2396 members 
Mstep: Class 36 contains 11758 members 
Mstep: Class 37 contains 3808 members 
Mstep: Class 38 contains 10803 members 
Mstep: Class 39 contains 38452 members 
Mstep: Class 40 contains 19013 members 
Mstep: Class 41 contains 1397 members 
Mstep: Class 42 contains 24617 members 
Mstep: Class 43 contains 4333 members 
Mstep: Class 44 contains 3272 members 
Mstep: Class 45 contains 4544 members 
Mstep: Class 46 contains 3169 members 
Mstep: Class 47 contains 25798 members 
Mstep: Class 48 contains 814 members 
Mstep: Class 49 contains 2784 members 
Mstep: Class 50 contains 22296 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100306088.000000 Penalty: 110644.859375
Iteration 149Q: 51 clusters Score -1.003061e+08 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 47250 members 
Mstep: Class 2 contains 5216 members 
Mstep: Class 3 contains 2102 members 
Mstep: Class 4 contains 3282 members 
Mstep: Class 5 contains 14512 members 
Mstep: Class 6 contains 1058 members 
Mstep: Class 7 contains 478 members 
Mstep: Class 8 contains 8270 members 
Mstep: Class 9 contains 25281 members 
Mstep: Class 10 contains 33166 members 
Mstep: Class 11 contains 2187 members 
Mstep: Class 12 contains 73504 members 
Mstep: Class 13 contains 18282 members 
Mstep: Class 14 contains 146876 members 
Mstep: Class 15 contains 2502 members 
Mstep: Class 16 contains 17605 members 
Mstep: Class 17 contains 9511 members 
Mstep: Class 18 contains 21236 members 
Mstep: Class 19 contains 35694 members 
Mstep: Class 20 contains 6442 members 
Mstep: Class 21 contains 11639 members 
Mstep: Class 22 contains 3083 members 
Mstep: Class 23 contains 21757 members 
Mstep: Class 24 contains 39631 members 
Mstep: Class 25 contains 7909 members 
Mstep: Class 26 contains 3952 members 
Mstep: Class 27 contains 2318 members 
Mstep: Class 28 contains 23914 members 
Mstep: Class 29 contains 406 members 
Mstep: Class 30 contains 3897 members 
Mstep: Class 31 contains 12561 members 
Mstep: Class 32 contains 13937 members 
Mstep: Class 33 contains 8112 members 
Mstep: Class 34 contains 13793 members 
Mstep: Class 35 contains 2396 members 
Mstep: Class 36 contains 11752 members 
Mstep: Class 37 contains 3812 members 
Mstep: Class 38 contains 10756 members 
Mstep: Class 39 contains 38451 members 
Mstep: Class 40 contains 18987 members 
Mstep: Class 41 contains 1397 members 
Mstep: Class 42 contains 24609 members 
Mstep: Class 43 contains 4331 members 
Mstep: Class 44 contains 3274 members 
Mstep: Class 45 contains 4545 members 
Mstep: Class 46 contains 3197 members 
Mstep: Class 47 contains 25801 members 
Mstep: Class 48 contains 814 members 
Mstep: Class 49 contains 2798 members 
Mstep: Class 50 contains 22298 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100306280.000000 Penalty: 110644.859375
Iteration 150Q: 51 clusters Score -1.003063e+08 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 47250 members 
Mstep: Class 2 contains 5210 members 
Mstep: Class 3 contains 2102 members 
Mstep: Class 4 contains 3283 members 
Mstep: Class 5 contains 14510 members 
Mstep: Class 6 contains 1067 members 
Mstep: Class 7 contains 478 members 
Mstep: Class 8 contains 8322 members 
Mstep: Class 9 contains 25311 members 
Mstep: Class 10 contains 33177 members 
Mstep: Class 11 contains 2182 members 
Mstep: Class 12 contains 73492 members 
Mstep: Class 13 contains 18281 members 
Mstep: Class 14 contains 146867 members 
Mstep: Class 15 contains 2502 members 
Mstep: Class 16 contains 17621 members 
Mstep: Class 17 contains 9510 members 
Mstep: Class 18 contains 21257 members 
Mstep: Class 19 contains 35644 members 
Mstep: Class 20 contains 6433 members 
Mstep: Class 21 contains 11673 members 
Mstep: Class 22 contains 3081 members 
Mstep: Class 23 contains 21757 members 
Mstep: Class 24 contains 39607 members 
Mstep: Class 25 contains 7910 members 
Mstep: Class 26 contains 3951 members 
Mstep: Class 27 contains 2320 members 
Mstep: Class 28 contains 23899 members 
Mstep: Class 29 contains 407 members 
Mstep: Class 30 contains 3889 members 
Mstep: Class 31 contains 12563 members 
Mstep: Class 32 contains 13926 members 
Mstep: Class 33 contains 8118 members 
Mstep: Class 34 contains 13793 members 
Mstep: Class 35 contains 2395 members 
Mstep: Class 36 contains 11750 members 
Mstep: Class 37 contains 3833 members 
Mstep: Class 38 contains 10723 members 
Mstep: Class 39 contains 38441 members 
Mstep: Class 40 contains 18950 members 
Mstep: Class 41 contains 1397 members 
Mstep: Class 42 contains 24605 members 
Mstep: Class 43 contains 4328 members 
Mstep: Class 44 contains 3275 members 
Mstep: Class 45 contains 4546 members 
Mstep: Class 46 contains 3226 members 
Mstep: Class 47 contains 25798 members 
Mstep: Class 48 contains 814 members 
Mstep: Class 49 contains 2809 members 
Mstep: Class 50 contains 22298 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100306552.000000 Penalty: 110644.859375
Iteration 151Q: 51 clusters Score -1.003066e+08 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 47243 members 
Mstep: Class 2 contains 5202 members 
Mstep: Class 3 contains 2102 members 
Mstep: Class 4 contains 3284 members 
Mstep: Class 5 contains 14509 members 
Mstep: Class 6 contains 1077 members 
Mstep: Class 7 contains 478 members 
Mstep: Class 8 contains 8377 members 
Mstep: Class 9 contains 25331 members 
Mstep: Class 10 contains 33176 members 
Mstep: Class 11 contains 2178 members 
Mstep: Class 12 contains 73473 members 
Mstep: Class 13 contains 18276 members 
Mstep: Class 14 contains 146851 members 
Mstep: Class 15 contains 2501 members 
Mstep: Class 16 contains 17630 members 
Mstep: Class 17 contains 9512 members 
Mstep: Class 18 contains 21275 members 
Mstep: Class 19 contains 35621 members 
Mstep: Class 20 contains 6420 members 
Mstep: Class 21 contains 11687 members 
Mstep: Class 22 contains 3078 members 
Mstep: Class 23 contains 21761 members 
Mstep: Class 24 contains 39596 members 
Mstep: Class 25 contains 7911 members 
Mstep: Class 26 contains 3953 members 
Mstep: Class 27 contains 2321 members 
Mstep: Class 28 contains 23892 members 
Mstep: Class 29 contains 407 members 
Mstep: Class 30 contains 3883 members 
Mstep: Class 31 contains 12563 members 
Mstep: Class 32 contains 13911 members 
Mstep: Class 33 contains 8123 members 
Mstep: Class 34 contains 13794 members 
Mstep: Class 35 contains 2397 members 
Mstep: Class 36 contains 11751 members 
Mstep: Class 37 contains 3841 members 
Mstep: Class 38 contains 10689 members 
Mstep: Class 39 contains 38425 members 
Mstep: Class 40 contains 18938 members 
Mstep: Class 41 contains 1396 members 
Mstep: Class 42 contains 24601 members 
Mstep: Class 43 contains 4329 members 
Mstep: Class 44 contains 3276 members 
Mstep: Class 45 contains 4547 members 
Mstep: Class 46 contains 3270 members 
Mstep: Class 47 contains 25793 members 
Mstep: Class 48 contains 814 members 
Mstep: Class 49 contains 2820 members 
Mstep: Class 50 contains 22298 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100306664.000000 Penalty: 110644.859375
Iteration 152Q: 51 clusters Score -1.003067e+08 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 47246 members 
Mstep: Class 2 contains 5196 members 
Mstep: Class 3 contains 2102 members 
Mstep: Class 4 contains 3285 members 
Mstep: Class 5 contains 14503 members 
Mstep: Class 6 contains 1087 members 
Mstep: Class 7 contains 477 members 
Mstep: Class 8 contains 8422 members 
Mstep: Class 9 contains 25350 members 
Mstep: Class 10 contains 33181 members 
Mstep: Class 11 contains 2175 members 
Mstep: Class 12 contains 73456 members 
Mstep: Class 13 contains 18271 members 
Mstep: Class 14 contains 146842 members 
Mstep: Class 15 contains 2500 members 
Mstep: Class 16 contains 17644 members 
Mstep: Class 17 contains 9518 members 
Mstep: Class 18 contains 21295 members 
Mstep: Class 19 contains 35601 members 
Mstep: Class 20 contains 6406 members 
Mstep: Class 21 contains 11710 members 
Mstep: Class 22 contains 3073 members 
Mstep: Class 23 contains 21763 members 
Mstep: Class 24 contains 39573 members 
Mstep: Class 25 contains 7909 members 
Mstep: Class 26 contains 3959 members 
Mstep: Class 27 contains 2321 members 
Mstep: Class 28 contains 23886 members 
Mstep: Class 29 contains 407 members 
Mstep: Class 30 contains 3880 members 
Mstep: Class 31 contains 12564 members 
Mstep: Class 32 contains 13895 members 
Mstep: Class 33 contains 8125 members 
Mstep: Class 34 contains 13793 members 
Mstep: Class 35 contains 2396 members 
Mstep: Class 36 contains 11743 members 
Mstep: Class 37 contains 3843 members 
Mstep: Class 38 contains 10664 members 
Mstep: Class 39 contains 38415 members 
Mstep: Class 40 contains 18909 members 
Mstep: Class 41 contains 1396 members 
Mstep: Class 42 contains 24600 members 
Mstep: Class 43 contains 4327 members 
Mstep: Class 44 contains 3276 members 
Mstep: Class 45 contains 4546 members 
Mstep: Class 46 contains 3314 members 
Mstep: Class 47 contains 25793 members 
Mstep: Class 48 contains 814 members 
Mstep: Class 49 contains 2831 members 
Mstep: Class 50 contains 22299 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100306560.000000 Penalty: 110644.859375
Iteration 153Q: 51 clusters Score -1.003066e+08 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 47247 members 
Mstep: Class 2 contains 5194 members 
Mstep: Class 3 contains 2102 members 
Mstep: Class 4 contains 3285 members 
Mstep: Class 5 contains 14501 members 
Mstep: Class 6 contains 1100 members 
Mstep: Class 7 contains 477 members 
Mstep: Class 8 contains 8447 members 
Mstep: Class 9 contains 25355 members 
Mstep: Class 10 contains 33186 members 
Mstep: Class 11 contains 2170 members 
Mstep: Class 12 contains 73437 members 
Mstep: Class 13 contains 18267 members 
Mstep: Class 14 contains 146839 members 
Mstep: Class 15 contains 2501 members 
Mstep: Class 16 contains 17657 members 
Mstep: Class 17 contains 9520 members 
Mstep: Class 18 contains 21322 members 
Mstep: Class 19 contains 35580 members 
Mstep: Class 20 contains 6390 members 
Mstep: Class 21 contains 11729 members 
Mstep: Class 22 contains 3070 members 
Mstep: Class 23 contains 21765 members 
Mstep: Class 24 contains 39553 members 
Mstep: Class 25 contains 7907 members 
Mstep: Class 26 contains 3965 members 
Mstep: Class 27 contains 2322 members 
Mstep: Class 28 contains 23870 members 
Mstep: Class 29 contains 407 members 
Mstep: Class 30 contains 3880 members 
Mstep: Class 31 contains 12565 members 
Mstep: Class 32 contains 13887 members 
Mstep: Class 33 contains 8129 members 
Mstep: Class 34 contains 13794 members 
Mstep: Class 35 contains 2396 members 
Mstep: Class 36 contains 11736 members 
Mstep: Class 37 contains 3843 members 
Mstep: Class 38 contains 10643 members 
Mstep: Class 39 contains 38403 members 
Mstep: Class 40 contains 18895 members 
Mstep: Class 41 contains 1396 members 
Mstep: Class 42 contains 24596 members 
Mstep: Class 43 contains 4328 members 
Mstep: Class 44 contains 3276 members 
Mstep: Class 45 contains 4547 members 
Mstep: Class 46 contains 3347 members 
Mstep: Class 47 contains 25795 members 
Mstep: Class 48 contains 815 members 
Mstep: Class 49 contains 2844 members 
Mstep: Class 50 contains 22301 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100306640.000000 Penalty: 110644.859375
Iteration 154Q: 51 clusters Score -1.003066e+08 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 47260 members 
Mstep: Class 2 contains 5185 members 
Mstep: Class 3 contains 2101 members 
Mstep: Class 4 contains 3285 members 
Mstep: Class 5 contains 14496 members 
Mstep: Class 6 contains 1117 members 
Mstep: Class 7 contains 477 members 
Mstep: Class 8 contains 8490 members 
Mstep: Class 9 contains 25363 members 
Mstep: Class 10 contains 33188 members 
Mstep: Class 11 contains 2162 members 
Mstep: Class 12 contains 73420 members 
Mstep: Class 13 contains 18262 members 
Mstep: Class 14 contains 146831 members 
Mstep: Class 15 contains 2502 members 
Mstep: Class 16 contains 17674 members 
Mstep: Class 17 contains 9524 members 
Mstep: Class 18 contains 21335 members 
Mstep: Class 19 contains 35553 members 
Mstep: Class 20 contains 6370 members 
Mstep: Class 21 contains 11743 members 
Mstep: Class 22 contains 3068 members 
Mstep: Class 23 contains 21771 members 
Mstep: Class 24 contains 39543 members 
Mstep: Class 25 contains 7905 members 
Mstep: Class 26 contains 3960 members 
Mstep: Class 27 contains 2323 members 
Mstep: Class 28 contains 23868 members 
Mstep: Class 29 contains 407 members 
Mstep: Class 30 contains 3877 members 
Mstep: Class 31 contains 12568 members 
Mstep: Class 32 contains 13878 members 
Mstep: Class 33 contains 8132 members 
Mstep: Class 34 contains 13793 members 
Mstep: Class 35 contains 2395 members 
Mstep: Class 36 contains 11728 members 
Mstep: Class 37 contains 3844 members 
Mstep: Class 38 contains 10620 members 
Mstep: Class 39 contains 38394 members 
Mstep: Class 40 contains 18872 members 
Mstep: Class 41 contains 1396 members 
Mstep: Class 42 contains 24599 members 
Mstep: Class 43 contains 4328 members 
Mstep: Class 44 contains 3276 members 
Mstep: Class 45 contains 4548 members 
Mstep: Class 46 contains 3380 members 
Mstep: Class 47 contains 25797 members 
Mstep: Class 48 contains 817 members 
Mstep: Class 49 contains 2856 members 
Mstep: Class 50 contains 22300 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100306888.000000 Penalty: 110644.859375
Iteration 155Q: 51 clusters Score -1.003069e+08 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 47270 members 
Mstep: Class 2 contains 5182 members 
Mstep: Class 3 contains 2101 members 
Mstep: Class 4 contains 3285 members 
Mstep: Class 5 contains 14495 members 
Mstep: Class 6 contains 1126 members 
Mstep: Class 7 contains 477 members 
Mstep: Class 8 contains 8521 members 
Mstep: Class 9 contains 25370 members 
Mstep: Class 10 contains 33194 members 
Mstep: Class 11 contains 2161 members 
Mstep: Class 12 contains 73410 members 
Mstep: Class 13 contains 18255 members 
Mstep: Class 14 contains 146824 members 
Mstep: Class 15 contains 2502 members 
Mstep: Class 16 contains 17683 members 
Mstep: Class 17 contains 9530 members 
Mstep: Class 18 contains 21337 members 
Mstep: Class 19 contains 35522 members 
Mstep: Class 20 contains 6353 members 
Mstep: Class 21 contains 11752 members 
Mstep: Class 22 contains 3071 members 
Mstep: Class 23 contains 21770 members 
Mstep: Class 24 contains 39523 members 
Mstep: Class 25 contains 7904 members 
Mstep: Class 26 contains 3963 members 
Mstep: Class 27 contains 2325 members 
Mstep: Class 28 contains 23859 members 
Mstep: Class 29 contains 407 members 
Mstep: Class 30 contains 3873 members 
Mstep: Class 31 contains 12568 members 
Mstep: Class 32 contains 13871 members 
Mstep: Class 33 contains 8137 members 
Mstep: Class 34 contains 13791 members 
Mstep: Class 35 contains 2396 members 
Mstep: Class 36 contains 11725 members 
Mstep: Class 37 contains 3847 members 
Mstep: Class 38 contains 10601 members 
Mstep: Class 39 contains 38395 members 
Mstep: Class 40 contains 18861 members 
Mstep: Class 41 contains 1396 members 
Mstep: Class 42 contains 24600 members 
Mstep: Class 43 contains 4326 members 
Mstep: Class 44 contains 3278 members 
Mstep: Class 45 contains 4548 members 
Mstep: Class 46 contains 3407 members 
Mstep: Class 47 contains 25801 members 
Mstep: Class 48 contains 818 members 
Mstep: Class 49 contains 2869 members 
Mstep: Class 50 contains 22301 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100306968.000000 Penalty: 110644.859375
Iteration 156Q: 51 clusters Score -1.00307e+08 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 47289 members 
Mstep: Class 2 contains 5173 members 
Mstep: Class 3 contains 2100 members 
Mstep: Class 4 contains 3287 members 
Mstep: Class 5 contains 14493 members 
Mstep: Class 6 contains 1135 members 
Mstep: Class 7 contains 477 members 
Mstep: Class 8 contains 8557 members 
Mstep: Class 9 contains 25373 members 
Mstep: Class 10 contains 33192 members 
Mstep: Class 11 contains 2159 members 
Mstep: Class 12 contains 73401 members 
Mstep: Class 13 contains 18255 members 
Mstep: Class 14 contains 146824 members 
Mstep: Class 15 contains 2502 members 
Mstep: Class 16 contains 17694 members 
Mstep: Class 17 contains 9533 members 
Mstep: Class 18 contains 21339 members 
Mstep: Class 19 contains 35498 members 
Mstep: Class 20 contains 6337 members 
Mstep: Class 21 contains 11761 members 
Mstep: Class 22 contains 3071 members 
Mstep: Class 23 contains 21776 members 
Mstep: Class 24 contains 39508 members 
Mstep: Class 25 contains 7905 members 
Mstep: Class 26 contains 3960 members 
Mstep: Class 27 contains 2327 members 
Mstep: Class 28 contains 23848 members 
Mstep: Class 29 contains 408 members 
Mstep: Class 30 contains 3869 members 
Mstep: Class 31 contains 12568 members 
Mstep: Class 32 contains 13858 members 
Mstep: Class 33 contains 8137 members 
Mstep: Class 34 contains 13793 members 
Mstep: Class 35 contains 2396 members 
Mstep: Class 36 contains 11720 members 
Mstep: Class 37 contains 3847 members 
Mstep: Class 38 contains 10596 members 
Mstep: Class 39 contains 38392 members 
Mstep: Class 40 contains 18832 members 
Mstep: Class 41 contains 1396 members 
Mstep: Class 42 contains 24599 members 
Mstep: Class 43 contains 4323 members 
Mstep: Class 44 contains 3279 members 
Mstep: Class 45 contains 4548 members 
Mstep: Class 46 contains 3436 members 
Mstep: Class 47 contains 25802 members 
Mstep: Class 48 contains 818 members 
Mstep: Class 49 contains 2888 members 
Mstep: Class 50 contains 22302 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100307144.000000 Penalty: 110644.859375
Iteration 157Q: 51 clusters Score -1.003071e+08 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 47309 members 
Mstep: Class 2 contains 5160 members 
Mstep: Class 3 contains 2101 members 
Mstep: Class 4 contains 3287 members 
Mstep: Class 5 contains 14491 members 
Mstep: Class 6 contains 1143 members 
Mstep: Class 7 contains 477 members 
Mstep: Class 8 contains 8601 members 
Mstep: Class 9 contains 25384 members 
Mstep: Class 10 contains 33196 members 
Mstep: Class 11 contains 2158 members 
Mstep: Class 12 contains 73389 members 
Mstep: Class 13 contains 18248 members 
Mstep: Class 14 contains 146821 members 
Mstep: Class 15 contains 2501 members 
Mstep: Class 16 contains 17706 members 
Mstep: Class 17 contains 9533 members 
Mstep: Class 18 contains 21327 members 
Mstep: Class 19 contains 35486 members 
Mstep: Class 20 contains 6321 members 
Mstep: Class 21 contains 11780 members 
Mstep: Class 22 contains 3074 members 
Mstep: Class 23 contains 21777 members 
Mstep: Class 24 contains 39493 members 
Mstep: Class 25 contains 7906 members 
Mstep: Class 26 contains 3965 members 
Mstep: Class 27 contains 2325 members 
Mstep: Class 28 contains 23836 members 
Mstep: Class 29 contains 408 members 
Mstep: Class 30 contains 3871 members 
Mstep: Class 31 contains 12569 members 
Mstep: Class 32 contains 13854 members 
Mstep: Class 33 contains 8137 members 
Mstep: Class 34 contains 13792 members 
Mstep: Class 35 contains 2397 members 
Mstep: Class 36 contains 11712 members 
Mstep: Class 37 contains 3851 members 
Mstep: Class 38 contains 10578 members 
Mstep: Class 39 contains 38374 members 
Mstep: Class 40 contains 18789 members 
Mstep: Class 41 contains 1396 members 
Mstep: Class 42 contains 24596 members 
Mstep: Class 43 contains 4322 members 
Mstep: Class 44 contains 3281 members 
Mstep: Class 45 contains 4549 members 
Mstep: Class 46 contains 3469 members 
Mstep: Class 47 contains 25810 members 
Mstep: Class 48 contains 818 members 
Mstep: Class 49 contains 2911 members 
Mstep: Class 50 contains 22302 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100307192.000000 Penalty: 110644.859375
Iteration 158Q: 51 clusters Score -1.003072e+08 nChanged 504
Entering ConstructFrom: 
Score: -100307192.000000 Penalty: 110644.859375
Entering ConstructFrom: 
Trying to split cluster 1 (47321 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47321 members 
Entering Unmasked Estep 
Score: -5922213.000000 Penalty: 1749.265259
	Iteration 0F: 2 clusters Score -5922213 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23677 members 
Mstep: Class 2 contains 23644 members 
Entering Unmasked Estep 
Score: -5890696.000000 Penalty: 3498.530518
	Iteration 0F: 3 clusters Score -5890696 nChanged 22171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23848 members 
Mstep: Class 2 contains 23473 members 
Entering Unmasked Estep 
Score: -5903439.000000 Penalty: 3498.530518
	Iteration 1F: 3 clusters Score -5903439 nChanged 2216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24174 members 
Mstep: Class 2 contains 23147 members 
Entering Unmasked Estep 
Score: -5904235.000000 Penalty: 3498.530518
	Iteration 2Q: 3 clusters Score -5904235 nChanged 2355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24715 members 
Mstep: Class 2 contains 22606 members 
Entering Unmasked Estep 
Score: -5905238.000000 Penalty: 3498.530518
	Iteration 3Q: 3 clusters Score -5905238 nChanged 2590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25501 members 
Mstep: Class 2 contains 21820 members 
Entering Unmasked Estep 
Score: -5906540.000000 Penalty: 3498.530518
	Iteration 4F: 3 clusters Score -5906540 nChanged 2763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26564 members 
Mstep: Class 2 contains 20757 members 
Entering Unmasked Estep 
Score: -5908122.500000 Penalty: 3498.530518
	Iteration 5F: 3 clusters Score -5908122 nChanged 3008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27846 members 
Mstep: Class 2 contains 19475 members 
Entering Unmasked Estep 
Score: -5910221.500000 Penalty: 3498.530518
	Iteration 6F: 3 clusters Score -5910222 nChanged 2903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29151 members 
Mstep: Class 2 contains 18170 members 
Entering Unmasked Estep 
Score: -5912369.000000 Penalty: 3498.530518
	Iteration 7F: 3 clusters Score -5912369 nChanged 2558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30311 members 
Mstep: Class 2 contains 17010 members 
Entering Unmasked Estep 
Score: -5914222.000000 Penalty: 3498.530518
	Iteration 8F: 3 clusters Score -5914222 nChanged 1984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31171 members 
Mstep: Class 2 contains 16150 members 
Entering Unmasked Estep 
Score: -5915437.000000 Penalty: 3498.530518
	Iteration 9Q: 3 clusters Score -5915437 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31896 members 
Mstep: Class 2 contains 15425 members 
Entering Unmasked Estep 
Score: -5916171.000000 Penalty: 3498.530518
	Iteration 10Q: 3 clusters Score -5916171 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32478 members 
Mstep: Class 2 contains 14843 members 
Entering Unmasked Estep 
Score: -5916662.500000 Penalty: 3498.530518
	Iteration 11Q: 3 clusters Score -5916662 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32995 members 
Mstep: Class 2 contains 14326 members 
Entering Unmasked Estep 
Score: -5916985.500000 Penalty: 3498.530518
	Iteration 12Q: 3 clusters Score -5916986 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33453 members 
Mstep: Class 2 contains 13868 members 
Entering Unmasked Estep 
Score: -5917189.000000 Penalty: 3498.530518
	Iteration 13Q: 3 clusters Score -5917189 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33873 members 
Mstep: Class 2 contains 13448 members 
Entering Unmasked Estep 
Score: -5917375.500000 Penalty: 3498.530518
	Iteration 14Q: 3 clusters Score -5917376 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34299 members 
Mstep: Class 2 contains 13022 members 
Entering Unmasked Estep 
Score: -5917530.500000 Penalty: 3498.530518
	Iteration 15Q: 3 clusters Score -5917530 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34689 members 
Mstep: Class 2 contains 12632 members 
Entering Unmasked Estep 
Score: -5917626.500000 Penalty: 3498.530518
	Iteration 16Q: 3 clusters Score -5917626 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35003 members 
Mstep: Class 2 contains 12318 members 
Entering Unmasked Estep 
Score: -5917716.000000 Penalty: 3498.530518
	Iteration 17Q: 3 clusters Score -5917716 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35333 members 
Mstep: Class 2 contains 11988 members 
Entering Unmasked Estep 
Score: -5917788.500000 Penalty: 3498.530518
	Iteration 18Q: 3 clusters Score -5917788 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35623 members 
Mstep: Class 2 contains 11698 members 
Entering Unmasked Estep 
Score: -5917841.000000 Penalty: 3498.530518
	Iteration 19Q: 3 clusters Score -5917841 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35922 members 
Mstep: Class 2 contains 11399 members 
Entering Unmasked Estep 
Score: -5917909.000000 Penalty: 3498.530518
	Iteration 20F: 3 clusters Score -5917909 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36241 members 
Mstep: Class 2 contains 11080 members 
Entering Unmasked Estep 
Score: -5917938.500000 Penalty: 3498.530518
	Iteration 21Q: 3 clusters Score -5917938 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36524 members 
Mstep: Class 2 contains 10797 members 
Entering Unmasked Estep 
Score: -5918016.000000 Penalty: 3498.530518
	Iteration 22Q: 3 clusters Score -5918016 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36794 members 
Mstep: Class 2 contains 10527 members 
Entering Unmasked Estep 
Score: -5918060.000000 Penalty: 3498.530518
	Iteration 23Q: 3 clusters Score -5918060 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37082 members 
Mstep: Class 2 contains 10239 members 
Entering Unmasked Estep 
Score: -5918114.500000 Penalty: 3498.530518
	Iteration 24Q: 3 clusters Score -5918114 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37364 members 
Mstep: Class 2 contains 9957 members 
Entering Unmasked Estep 
Score: -5918130.500000 Penalty: 3498.530518
	Iteration 25Q: 3 clusters Score -5918130 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37646 members 
Mstep: Class 2 contains 9675 members 
Entering Unmasked Estep 
Score: -5918189.000000 Penalty: 3498.530518
	Iteration 26Q: 3 clusters Score -5918189 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37945 members 
Mstep: Class 2 contains 9376 members 
Entering Unmasked Estep 
Score: -5918257.500000 Penalty: 3498.530518
	Iteration 27Q: 3 clusters Score -5918258 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38239 members 
Mstep: Class 2 contains 9082 members 
Entering Unmasked Estep 
Score: -5918329.500000 Penalty: 3498.530518
	Iteration 28Q: 3 clusters Score -5918330 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38532 members 
Mstep: Class 2 contains 8789 members 
Entering Unmasked Estep 
Score: -5918382.000000 Penalty: 3498.530518
	Iteration 29Q: 3 clusters Score -5918382 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38815 members 
Mstep: Class 2 contains 8506 members 
Entering Unmasked Estep 
Score: -5918409.500000 Penalty: 3498.530518
	Iteration 30Q: 3 clusters Score -5918410 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39080 members 
Mstep: Class 2 contains 8241 members 
Entering Unmasked Estep 
Score: -5918455.500000 Penalty: 3498.530518
	Iteration 31Q: 3 clusters Score -5918456 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39319 members 
Mstep: Class 2 contains 8002 members 
Entering Unmasked Estep 
Score: -5918529.500000 Penalty: 3498.530518
	Iteration 32Q: 3 clusters Score -5918530 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39539 members 
Mstep: Class 2 contains 7782 members 
Entering Unmasked Estep 
Score: -5918552.500000 Penalty: 3498.530518
	Iteration 33Q: 3 clusters Score -5918552 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39780 members 
Mstep: Class 2 contains 7541 members 
Entering Unmasked Estep 
Score: -5918585.500000 Penalty: 3498.530518
	Iteration 34Q: 3 clusters Score -5918586 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40002 members 
Mstep: Class 2 contains 7319 members 
Entering Unmasked Estep 
Score: -5918605.000000 Penalty: 3498.530518
	Iteration 35Q: 3 clusters Score -5918605 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40231 members 
Mstep: Class 2 contains 7090 members 
Entering Unmasked Estep 
Score: -5918637.000000 Penalty: 3498.530518
	Iteration 36Q: 3 clusters Score -5918637 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40466 members 
Mstep: Class 2 contains 6855 members 
Entering Unmasked Estep 
Score: -5918699.000000 Penalty: 3498.530518
	Iteration 37Q: 3 clusters Score -5918699 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40689 members 
Mstep: Class 2 contains 6632 members 
Entering Unmasked Estep 
Score: -5918729.000000 Penalty: 3498.530518
	Iteration 38Q: 3 clusters Score -5918729 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40930 members 
Mstep: Class 2 contains 6391 members 
Entering Unmasked Estep 
Score: -5918781.500000 Penalty: 3498.530518
	Iteration 39Q: 3 clusters Score -5918782 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41197 members 
Mstep: Class 2 contains 6124 members 
Entering Unmasked Estep 
Score: -5918826.500000 Penalty: 3498.530518
	Iteration 40F: 3 clusters Score -5918826 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41476 members 
Mstep: Class 2 contains 5845 members 
Entering Unmasked Estep 
Score: -5918872.500000 Penalty: 3498.530518
	Iteration 41Q: 3 clusters Score -5918872 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41769 members 
Mstep: Class 2 contains 5552 members 
Entering Unmasked Estep 
Score: -5918934.000000 Penalty: 3498.530518
	Iteration 42Q: 3 clusters Score -5918934 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42048 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -5918992.500000 Penalty: 3498.530518
	Iteration 43Q: 3 clusters Score -5918992 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42343 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -5919054.000000 Penalty: 3498.530518
	Iteration 44Q: 3 clusters Score -5919054 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42645 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -5919126.500000 Penalty: 3498.530518
	Iteration 45Q: 3 clusters Score -5919126 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42960 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -5919226.500000 Penalty: 3498.530518
	Iteration 46Q: 3 clusters Score -5919226 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43262 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -5919310.500000 Penalty: 3498.530518
	Iteration 47Q: 3 clusters Score -5919310 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43557 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -5919393.500000 Penalty: 3498.530518
	Iteration 48Q: 3 clusters Score -5919394 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43857 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -5919482.000000 Penalty: 3498.530518
	Iteration 49Q: 3 clusters Score -5919482 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44150 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -5919582.500000 Penalty: 3498.530518
	Iteration 50Q: 3 clusters Score -5919582 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44422 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -5919688.500000 Penalty: 3498.530518
	Iteration 51Q: 3 clusters Score -5919688 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44699 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -5919787.000000 Penalty: 3498.530518
	Iteration 52Q: 3 clusters Score -5919787 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44963 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -5919906.000000 Penalty: 3498.530518
	Iteration 53Q: 3 clusters Score -5919906 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45221 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -5920037.500000 Penalty: 3498.530518
	Iteration 54Q: 3 clusters Score -5920038 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45475 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -5920157.500000 Penalty: 3498.530518
	Iteration 55Q: 3 clusters Score -5920158 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45688 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -5920230.000000 Penalty: 3498.530518
	Iteration 56Q: 3 clusters Score -5920230 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45871 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -5920311.500000 Penalty: 3498.530518
	Iteration 57Q: 3 clusters Score -5920312 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46019 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -5920394.500000 Penalty: 3498.530518
	Iteration 58Q: 3 clusters Score -5920394 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46141 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -5920459.500000 Penalty: 3498.530518
	Iteration 59Q: 3 clusters Score -5920460 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46244 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -5920504.000000 Penalty: 3498.530518
	Iteration 60F: 3 clusters Score -5920504 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46317 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -5920543.500000 Penalty: 3498.530518
	Iteration 61Q: 3 clusters Score -5920544 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46382 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -5920576.500000 Penalty: 3498.530518
	Iteration 62Q: 3 clusters Score -5920576 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46440 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -5920611.500000 Penalty: 3498.530518
	Iteration 63Q: 3 clusters Score -5920612 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46485 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -5920643.000000 Penalty: 3498.530518
	Iteration 64Q: 3 clusters Score -5920643 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46537 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -5920661.000000 Penalty: 3498.530518
	Iteration 65Q: 3 clusters Score -5920661 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46586 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -5920695.500000 Penalty: 3498.530518
	Iteration 66Q: 3 clusters Score -5920696 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46618 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -5920706.000000 Penalty: 3498.530518
	Iteration 67Q: 3 clusters Score -5920706 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46651 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -5920737.000000 Penalty: 3498.530518
	Iteration 68Q: 3 clusters Score -5920737 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46675 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -5920758.000000 Penalty: 3498.530518
	Iteration 69Q: 3 clusters Score -5920758 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46704 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -5920791.000000 Penalty: 3498.530518
	Iteration 70Q: 3 clusters Score -5920791 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46729 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -5920805.500000 Penalty: 3498.530518
	Iteration 71Q: 3 clusters Score -5920806 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46744 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -5920798.000000 Penalty: 3498.530518
	Iteration 72Q: 3 clusters Score -5920798 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46755 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -5920814.000000 Penalty: 3498.530518
	Iteration 73Q: 3 clusters Score -5920814 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46763 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -5920828.000000 Penalty: 3498.530518
	Iteration 74Q: 3 clusters Score -5920828 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46778 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -5920837.000000 Penalty: 3498.530518
	Iteration 75Q: 3 clusters Score -5920837 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46787 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -5920841.000000 Penalty: 3498.530518
	Iteration 76Q: 3 clusters Score -5920841 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46794 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -5920839.000000 Penalty: 3498.530518
	Iteration 77Q: 3 clusters Score -5920839 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46793 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -5920855.000000 Penalty: 3498.530518
	Iteration 78Q: 3 clusters Score -5920855 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46800 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -5920857.000000 Penalty: 3498.530518
	Iteration 79Q: 3 clusters Score -5920857 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46807 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -5920851.500000 Penalty: 3498.530518
	Iteration 80F: 3 clusters Score -5920852 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46813 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -5920856.500000 Penalty: 3498.530518
	Iteration 81Q: 3 clusters Score -5920856 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46817 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -5920864.500000 Penalty: 3498.530518
	Iteration 82Q: 3 clusters Score -5920864 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46825 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -5920858.000000 Penalty: 3498.530518
	Iteration 83Q: 3 clusters Score -5920858 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46830 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -5920859.500000 Penalty: 3498.530518
	Iteration 84Q: 3 clusters Score -5920860 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46834 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -5920864.000000 Penalty: 3498.530518
	Iteration 85Q: 3 clusters Score -5920864 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46837 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -5920866.000000 Penalty: 3498.530518
	Iteration 86Q: 3 clusters Score -5920866 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46837 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -5920866.000000 Penalty: 3498.530518
	Iteration 87F: 3 clusters Score -5920866 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (5147 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Entering Unmasked Estep 
Score: -622960.875000 Penalty: 1388.752563
	Iteration 0F: 2 clusters Score -622960.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -618812.562500 Penalty: 2777.505127
	Iteration 0F: 3 clusters Score -618812.6 nChanged 2130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -620048.562500 Penalty: 2777.505127
	Iteration 1F: 3 clusters Score -620048.6 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -620235.312500 Penalty: 2777.505127
	Iteration 2F: 3 clusters Score -620235.3 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -620364.750000 Penalty: 2777.505127
	Iteration 3Q: 3 clusters Score -620364.8 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -620477.000000 Penalty: 2777.505127
	Iteration 4Q: 3 clusters Score -620477 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -620565.500000 Penalty: 2777.505127
	Iteration 5Q: 3 clusters Score -620565.5 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -620650.062500 Penalty: 2777.505127
	Iteration 6Q: 3 clusters Score -620650.1 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -620732.187500 Penalty: 2777.505127
	Iteration 7Q: 3 clusters Score -620732.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -620807.875000 Penalty: 2777.505127
	Iteration 8Q: 3 clusters Score -620807.9 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -620889.375000 Penalty: 2777.505127
	Iteration 9Q: 3 clusters Score -620889.4 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -620956.062500 Penalty: 2777.505127
	Iteration 10Q: 3 clusters Score -620956.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -621020.187500 Penalty: 2777.505127
	Iteration 11Q: 3 clusters Score -621020.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -621084.250000 Penalty: 2777.505127
	Iteration 12Q: 3 clusters Score -621084.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -621152.875000 Penalty: 2777.505127
	Iteration 13Q: 3 clusters Score -621152.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -621223.062500 Penalty: 2777.505127
	Iteration 14Q: 3 clusters Score -621223.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -621302.375000 Penalty: 2777.505127
	Iteration 15Q: 3 clusters Score -621302.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -621381.062500 Penalty: 2777.505127
	Iteration 16Q: 3 clusters Score -621381.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -621460.375000 Penalty: 2777.505127
	Iteration 17Q: 3 clusters Score -621460.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -621515.437500 Penalty: 2777.505127
	Iteration 18Q: 3 clusters Score -621515.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -621563.062500 Penalty: 2777.505127
	Iteration 19Q: 3 clusters Score -621563.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -621602.250000 Penalty: 2777.505127
	Iteration 20F: 3 clusters Score -621602.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -621635.562500 Penalty: 2777.505127
	Iteration 21Q: 3 clusters Score -621635.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -621659.500000 Penalty: 2777.505127
	Iteration 22Q: 3 clusters Score -621659.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -621675.375000 Penalty: 2777.505127
	Iteration 23Q: 3 clusters Score -621675.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -621690.687500 Penalty: 2777.505127
	Iteration 24Q: 3 clusters Score -621690.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -621707.687500 Penalty: 2777.505127
	Iteration 25Q: 3 clusters Score -621707.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -621724.750000 Penalty: 2777.505127
	Iteration 26Q: 3 clusters Score -621724.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -621740.000000 Penalty: 2777.505127
	Iteration 27Q: 3 clusters Score -621740 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -621764.375000 Penalty: 2777.505127
	Iteration 28Q: 3 clusters Score -621764.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -621792.562500 Penalty: 2777.505127
	Iteration 29Q: 3 clusters Score -621792.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -621831.812500 Penalty: 2777.505127
	Iteration 30Q: 3 clusters Score -621831.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -621867.562500 Penalty: 2777.505127
	Iteration 31Q: 3 clusters Score -621867.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -621911.875000 Penalty: 2777.505127
	Iteration 32Q: 3 clusters Score -621911.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -621947.125000 Penalty: 2777.505127
	Iteration 33Q: 3 clusters Score -621947.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -621968.500000 Penalty: 2777.505127
	Iteration 34Q: 3 clusters Score -621968.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -621996.250000 Penalty: 2777.505127
	Iteration 35Q: 3 clusters Score -621996.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -622017.312500 Penalty: 2777.505127
	Iteration 36Q: 3 clusters Score -622017.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -622029.687500 Penalty: 2777.505127
	Iteration 37Q: 3 clusters Score -622029.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -622039.750000 Penalty: 2777.505127
	Iteration 38Q: 3 clusters Score -622039.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -622046.187500 Penalty: 2777.505127
	Iteration 39Q: 3 clusters Score -622046.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -622050.562500 Penalty: 2777.505127
	Iteration 40F: 3 clusters Score -622050.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -622053.500000 Penalty: 2777.505127
	Iteration 41Q: 3 clusters Score -622053.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -622056.500000 Penalty: 2777.505127
	Iteration 42Q: 3 clusters Score -622056.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -622059.062500 Penalty: 2777.505127
	Iteration 43Q: 3 clusters Score -622059.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -622059.187500 Penalty: 2777.505127
	Iteration 44Q: 3 clusters Score -622059.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -622059.187500 Penalty: 2777.505127
	Iteration 45F: 3 clusters Score -622059.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (2101 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Entering Unmasked Estep 
Score: -248091.859375 Penalty: 1243.152466
	Iteration 0F: 2 clusters Score -248091.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -245928.062500 Penalty: 2486.304932
	Iteration 0F: 3 clusters Score -245928.1 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -246446.437500 Penalty: 2486.304932
	Iteration 1F: 3 clusters Score -246446.4 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -246579.140625 Penalty: 2486.304932
	Iteration 2F: 3 clusters Score -246579.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -246657.500000 Penalty: 2486.304932
	Iteration 3Q: 3 clusters Score -246657.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -246720.218750 Penalty: 2486.304932
	Iteration 4Q: 3 clusters Score -246720.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -246777.750000 Penalty: 2486.304932
	Iteration 5Q: 3 clusters Score -246777.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -246823.140625 Penalty: 2486.304932
	Iteration 6Q: 3 clusters Score -246823.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -246855.296875 Penalty: 2486.304932
	Iteration 7Q: 3 clusters Score -246855.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -246880.734375 Penalty: 2486.304932
	Iteration 8Q: 3 clusters Score -246880.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -246894.078125 Penalty: 2486.304932
	Iteration 9Q: 3 clusters Score -246894.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -246910.968750 Penalty: 2486.304932
	Iteration 10Q: 3 clusters Score -246911 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -246927.921875 Penalty: 2486.304932
	Iteration 11Q: 3 clusters Score -246927.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -246946.546875 Penalty: 2486.304932
	Iteration 12Q: 3 clusters Score -246946.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -246963.750000 Penalty: 2486.304932
	Iteration 13Q: 3 clusters Score -246963.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -246984.421875 Penalty: 2486.304932
	Iteration 14Q: 3 clusters Score -246984.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -246998.812500 Penalty: 2486.304932
	Iteration 15Q: 3 clusters Score -246998.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -247014.750000 Penalty: 2486.304932
	Iteration 16Q: 3 clusters Score -247014.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -247031.656250 Penalty: 2486.304932
	Iteration 17Q: 3 clusters Score -247031.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -247039.562500 Penalty: 2486.304932
	Iteration 18Q: 3 clusters Score -247039.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -247042.812500 Penalty: 2486.304932
	Iteration 19Q: 3 clusters Score -247042.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -247046.125000 Penalty: 2486.304932
	Iteration 20F: 3 clusters Score -247046.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -247049.968750 Penalty: 2486.304932
	Iteration 21Q: 3 clusters Score -247050 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -247051.250000 Penalty: 2486.304932
	Iteration 22Q: 3 clusters Score -247051.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -247053.421875 Penalty: 2486.304932
	Iteration 23Q: 3 clusters Score -247053.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -247055.671875 Penalty: 2486.304932
	Iteration 24Q: 3 clusters Score -247055.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -247058.000000 Penalty: 2486.304932
	Iteration 25Q: 3 clusters Score -247058 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -247060.328125 Penalty: 2486.304932
	Iteration 26Q: 3 clusters Score -247060.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -247061.953125 Penalty: 2486.304932
	Iteration 27Q: 3 clusters Score -247062 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -247063.750000 Penalty: 2486.304932
	Iteration 28Q: 3 clusters Score -247063.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -247064.687500 Penalty: 2486.304932
	Iteration 29Q: 3 clusters Score -247064.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -247066.187500 Penalty: 2486.304932
	Iteration 30Q: 3 clusters Score -247066.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -247070.187500 Penalty: 2486.304932
	Iteration 31Q: 3 clusters Score -247070.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -247078.703125 Penalty: 2486.304932
	Iteration 32Q: 3 clusters Score -247078.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -247084.531250 Penalty: 2486.304932
	Iteration 33Q: 3 clusters Score -247084.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -247090.187500 Penalty: 2486.304932
	Iteration 34Q: 3 clusters Score -247090.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -247095.687500 Penalty: 2486.304932
	Iteration 35Q: 3 clusters Score -247095.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -247100.265625 Penalty: 2486.304932
	Iteration 36Q: 3 clusters Score -247100.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -247104.296875 Penalty: 2486.304932
	Iteration 37Q: 3 clusters Score -247104.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -247107.218750 Penalty: 2486.304932
	Iteration 38Q: 3 clusters Score -247107.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -247110.750000 Penalty: 2486.304932
	Iteration 39Q: 3 clusters Score -247110.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -247113.453125 Penalty: 2486.304932
	Iteration 40F: 3 clusters Score -247113.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -247117.250000 Penalty: 2486.304932
	Iteration 41Q: 3 clusters Score -247117.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -247122.140625 Penalty: 2486.304932
	Iteration 42Q: 3 clusters Score -247122.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -247129.078125 Penalty: 2486.304932
	Iteration 43Q: 3 clusters Score -247129.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -247141.171875 Penalty: 2486.304932
	Iteration 44Q: 3 clusters Score -247141.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -247154.703125 Penalty: 2486.304932
	Iteration 45Q: 3 clusters Score -247154.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -247169.546875 Penalty: 2486.304932
	Iteration 46Q: 3 clusters Score -247169.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -247180.781250 Penalty: 2486.304932
	Iteration 47Q: 3 clusters Score -247180.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -247192.562500 Penalty: 2486.304932
	Iteration 48Q: 3 clusters Score -247192.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -247205.656250 Penalty: 2486.304932
	Iteration 49Q: 3 clusters Score -247205.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -247222.640625 Penalty: 2486.304932
	Iteration 50Q: 3 clusters Score -247222.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -247249.125000 Penalty: 2486.304932
	Iteration 51Q: 3 clusters Score -247249.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -247281.125000 Penalty: 2486.304932
	Iteration 52Q: 3 clusters Score -247281.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -247304.218750 Penalty: 2486.304932
	Iteration 53Q: 3 clusters Score -247304.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -247319.796875 Penalty: 2486.304932
	Iteration 54Q: 3 clusters Score -247319.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -247333.484375 Penalty: 2486.304932
	Iteration 55Q: 3 clusters Score -247333.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -247346.250000 Penalty: 2486.304932
	Iteration 56Q: 3 clusters Score -247346.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -247359.812500 Penalty: 2486.304932
	Iteration 57Q: 3 clusters Score -247359.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -247369.781250 Penalty: 2486.304932
	Iteration 58Q: 3 clusters Score -247369.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -247377.546875 Penalty: 2486.304932
	Iteration 59Q: 3 clusters Score -247377.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -247381.593750 Penalty: 2486.304932
	Iteration 60F: 3 clusters Score -247381.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -247384.250000 Penalty: 2486.304932
	Iteration 61Q: 3 clusters Score -247384.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -247384.609375 Penalty: 2486.304932
	Iteration 62Q: 3 clusters Score -247384.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -247384.687500 Penalty: 2486.304932
	Iteration 63Q: 3 clusters Score -247384.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -247384.687500 Penalty: 2486.304932
	Iteration 64F: 3 clusters Score -247384.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (3287 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Entering Unmasked Estep 
Score: -406921.343750 Penalty: 1315.881226
	Iteration 0F: 2 clusters Score -406921.3 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 1648 members 
Entering Unmasked Estep 
Score: -404005.375000 Penalty: 2631.762451
	Iteration 0F: 3 clusters Score -404005.4 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -404830.468750 Penalty: 2631.762451
	Iteration 1F: 3 clusters Score -404830.5 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -405151.593750 Penalty: 2631.762451
	Iteration 2F: 3 clusters Score -405151.6 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -405428.812500 Penalty: 2631.762451
	Iteration 3F: 3 clusters Score -405428.8 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -405693.937500 Penalty: 2631.762451
	Iteration 4F: 3 clusters Score -405693.9 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -405920.718750 Penalty: 2631.762451
	Iteration 5F: 3 clusters Score -405920.7 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -406092.187500 Penalty: 2631.762451
	Iteration 6Q: 3 clusters Score -406092.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -406191.968750 Penalty: 2631.762451
	Iteration 7Q: 3 clusters Score -406192 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -406267.843750 Penalty: 2631.762451
	Iteration 8Q: 3 clusters Score -406267.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -406305.500000 Penalty: 2631.762451
	Iteration 9Q: 3 clusters Score -406305.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -406348.312500 Penalty: 2631.762451
	Iteration 10Q: 3 clusters Score -406348.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -406397.437500 Penalty: 2631.762451
	Iteration 11Q: 3 clusters Score -406397.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -406439.125000 Penalty: 2631.762451
	Iteration 12Q: 3 clusters Score -406439.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -406463.625000 Penalty: 2631.762451
	Iteration 13Q: 3 clusters Score -406463.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -406484.218750 Penalty: 2631.762451
	Iteration 14Q: 3 clusters Score -406484.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -406503.906250 Penalty: 2631.762451
	Iteration 15Q: 3 clusters Score -406503.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -406514.343750 Penalty: 2631.762451
	Iteration 16Q: 3 clusters Score -406514.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -406525.781250 Penalty: 2631.762451
	Iteration 17Q: 3 clusters Score -406525.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -406546.000000 Penalty: 2631.762451
	Iteration 18Q: 3 clusters Score -406546 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -406578.718750 Penalty: 2631.762451
	Iteration 19Q: 3 clusters Score -406578.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -406635.312500 Penalty: 2631.762451
	Iteration 20F: 3 clusters Score -406635.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -406708.843750 Penalty: 2631.762451
	Iteration 21Q: 3 clusters Score -406708.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -406795.593750 Penalty: 2631.762451
	Iteration 22Q: 3 clusters Score -406795.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -406859.906250 Penalty: 2631.762451
	Iteration 23Q: 3 clusters Score -406859.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -406909.000000 Penalty: 2631.762451
	Iteration 24Q: 3 clusters Score -406909 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -406939.468750 Penalty: 2631.762451
	Iteration 25Q: 3 clusters Score -406939.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -406967.718750 Penalty: 2631.762451
	Iteration 26Q: 3 clusters Score -406967.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -406999.656250 Penalty: 2631.762451
	Iteration 27Q: 3 clusters Score -406999.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -407021.718750 Penalty: 2631.762451
	Iteration 28Q: 3 clusters Score -407021.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -407036.125000 Penalty: 2631.762451
	Iteration 29Q: 3 clusters Score -407036.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -407052.406250 Penalty: 2631.762451
	Iteration 30Q: 3 clusters Score -407052.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -407061.531250 Penalty: 2631.762451
	Iteration 31Q: 3 clusters Score -407061.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -407069.468750 Penalty: 2631.762451
	Iteration 32Q: 3 clusters Score -407069.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -407072.812500 Penalty: 2631.762451
	Iteration 33Q: 3 clusters Score -407072.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -407072.968750 Penalty: 2631.762451
	Iteration 34Q: 3 clusters Score -407073 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -407073.687500 Penalty: 2631.762451
	Iteration 35Q: 3 clusters Score -407073.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -407073.687500 Penalty: 2631.762451
	Iteration 36F: 3 clusters Score -407073.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 47321 members 
Mstep: Class 2 contains 5147 members 
Mstep: Class 3 contains 2101 members 
Mstep: Class 4 contains 2021 members 
Mstep: Class 5 contains 14489 members 
Mstep: Class 6 contains 1160 members 
Mstep: Class 7 contains 477 members 
Mstep: Class 8 contains 8639 members 
Mstep: Class 9 contains 25398 members 
Mstep: Class 10 contains 33196 members 
Mstep: Class 11 contains 2157 members 
Mstep: Class 12 contains 73387 members 
Mstep: Class 13 contains 18245 members 
Mstep: Class 14 contains 146813 members 
Mstep: Class 15 contains 2502 members 
Mstep: Class 16 contains 17719 members 
Mstep: Class 17 contains 9533 members 
Mstep: Class 18 contains 21305 members 
Mstep: Class 19 contains 35464 members 
Mstep: Class 20 contains 6311 members 
Mstep: Class 21 contains 11808 members 
Mstep: Class 22 contains 3073 members 
Mstep: Class 23 contains 21781 members 
Mstep: Class 24 contains 39484 members 
Mstep: Class 25 contains 7906 members 
Mstep: Class 26 contains 3964 members 
Mstep: Class 27 contains 2326 members 
Mstep: Class 28 contains 23827 members 
Mstep: Class 29 contains 408 members 
Mstep: Class 30 contains 3867 members 
Mstep: Class 31 contains 12569 members 
Mstep: Class 32 contains 13849 members 
Mstep: Class 33 contains 8138 members 
Mstep: Class 34 contains 13793 members 
Mstep: Class 35 contains 2397 members 
Mstep: Class 36 contains 11709 members 
Mstep: Class 37 contains 3858 members 
Mstep: Class 38 contains 10554 members 
Mstep: Class 39 contains 38363 members 
Mstep: Class 40 contains 18739 members 
Mstep: Class 41 contains 1396 members 
Mstep: Class 42 contains 24593 members 
Mstep: Class 43 contains 4321 members 
Mstep: Class 44 contains 3282 members 
Mstep: Class 45 contains 4549 members 
Mstep: Class 46 contains 3508 members 
Mstep: Class 47 contains 25809 members 
Mstep: Class 48 contains 818 members 
Mstep: Class 49 contains 2938 members 
Mstep: Class 50 contains 22303 members 
Mstep: Class 51 contains 1266 members 
Entering Unmasked Estep 
Score: -100306496.000000 Penalty: 112857.750000
Splitting cluster 4 changes total score from -100307192.000000 to -100306496.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (14489 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14489 members 
Entering Unmasked Estep 
Score: -1829191.875000 Penalty: 1556.936157
	Iteration 0F: 2 clusters Score -1829192 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7408 members 
Mstep: Class 2 contains 7081 members 
Entering Unmasked Estep 
Score: -1819072.250000 Penalty: 3113.872314
	Iteration 0F: 3 clusters Score -1819072 nChanged 6518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7976 members 
Mstep: Class 2 contains 6513 members 
Entering Unmasked Estep 
Score: -1822835.875000 Penalty: 3113.872314
	Iteration 1F: 3 clusters Score -1822836 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8378 members 
Mstep: Class 2 contains 6111 members 
Entering Unmasked Estep 
Score: -1823411.750000 Penalty: 3113.872314
	Iteration 2F: 3 clusters Score -1823412 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8899 members 
Mstep: Class 2 contains 5590 members 
Entering Unmasked Estep 
Score: -1824113.125000 Penalty: 3113.872314
	Iteration 3F: 3 clusters Score -1824113 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9498 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -1824978.000000 Penalty: 3113.872314
	Iteration 4F: 3 clusters Score -1824978 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10040 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -1825735.875000 Penalty: 3113.872314
	Iteration 5F: 3 clusters Score -1825736 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10506 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -1826298.625000 Penalty: 3113.872314
	Iteration 6F: 3 clusters Score -1826299 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10851 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -1826688.875000 Penalty: 3113.872314
	Iteration 7Q: 3 clusters Score -1826689 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11155 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -1826986.250000 Penalty: 3113.872314
	Iteration 8Q: 3 clusters Score -1826986 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11412 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -1827211.000000 Penalty: 3113.872314
	Iteration 9Q: 3 clusters Score -1827211 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11639 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -1827388.125000 Penalty: 3113.872314
	Iteration 10Q: 3 clusters Score -1827388 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11816 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -1827544.125000 Penalty: 3113.872314
	Iteration 11Q: 3 clusters Score -1827544 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11954 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -1827691.875000 Penalty: 3113.872314
	Iteration 12Q: 3 clusters Score -1827692 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12076 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -1827866.625000 Penalty: 3113.872314
	Iteration 13Q: 3 clusters Score -1827867 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12168 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -1828023.375000 Penalty: 3113.872314
	Iteration 14Q: 3 clusters Score -1828023 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12222 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -1828135.500000 Penalty: 3113.872314
	Iteration 15Q: 3 clusters Score -1828136 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12246 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -1828217.125000 Penalty: 3113.872314
	Iteration 16Q: 3 clusters Score -1828217 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12234 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -1828320.750000 Penalty: 3113.872314
	Iteration 17Q: 3 clusters Score -1828321 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12190 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -1828422.500000 Penalty: 3113.872314
	Iteration 18Q: 3 clusters Score -1828422 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12112 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -1828542.375000 Penalty: 3113.872314
	Iteration 19Q: 3 clusters Score -1828542 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12019 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -1828652.625000 Penalty: 3113.872314
	Iteration 20F: 3 clusters Score -1828653 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11912 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -1828781.875000 Penalty: 3113.872314
	Iteration 21Q: 3 clusters Score -1828782 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11778 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -1828900.125000 Penalty: 3113.872314
	Iteration 22Q: 3 clusters Score -1828900 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11676 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -1828976.500000 Penalty: 3113.872314
	Iteration 23Q: 3 clusters Score -1828976 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11586 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -1829051.750000 Penalty: 3113.872314
	Iteration 24Q: 3 clusters Score -1829052 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11496 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -1829106.250000 Penalty: 3113.872314
	Iteration 25Q: 3 clusters Score -1829106 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11434 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -1829127.500000 Penalty: 3113.872314
	Iteration 26Q: 3 clusters Score -1829128 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11399 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -1829139.000000 Penalty: 3113.872314
	Iteration 27Q: 3 clusters Score -1829139 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11365 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -1829153.375000 Penalty: 3113.872314
	Iteration 28Q: 3 clusters Score -1829153 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11341 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -1829153.500000 Penalty: 3113.872314
	Iteration 29Q: 3 clusters Score -1829154 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11326 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -1829161.500000 Penalty: 3113.872314
	Iteration 30Q: 3 clusters Score -1829162 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11312 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -1829167.250000 Penalty: 3113.872314
	Iteration 31Q: 3 clusters Score -1829167 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11289 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -1829171.375000 Penalty: 3113.872314
	Iteration 32Q: 3 clusters Score -1829171 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11266 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -1829175.500000 Penalty: 3113.872314
	Iteration 33Q: 3 clusters Score -1829176 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11249 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -1829185.125000 Penalty: 3113.872314
	Iteration 34Q: 3 clusters Score -1829185 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11231 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -1829182.125000 Penalty: 3113.872314
	Iteration 35Q: 3 clusters Score -1829182 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11214 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -1829184.625000 Penalty: 3113.872314
	Iteration 36Q: 3 clusters Score -1829185 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11198 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -1829190.875000 Penalty: 3113.872314
	Iteration 37Q: 3 clusters Score -1829191 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11183 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -1829193.750000 Penalty: 3113.872314
	Iteration 38Q: 3 clusters Score -1829194 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11157 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -1829200.500000 Penalty: 3113.872314
	Iteration 39Q: 3 clusters Score -1829200 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11127 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -1829203.000000 Penalty: 3113.872314
	Iteration 40F: 3 clusters Score -1829203 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11100 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -1829204.250000 Penalty: 3113.872314
	Iteration 41Q: 3 clusters Score -1829204 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11076 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -1829216.000000 Penalty: 3113.872314
	Iteration 42Q: 3 clusters Score -1829216 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11052 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -1829223.375000 Penalty: 3113.872314
	Iteration 43Q: 3 clusters Score -1829223 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11025 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -1829225.875000 Penalty: 3113.872314
	Iteration 44Q: 3 clusters Score -1829226 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11007 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -1829232.125000 Penalty: 3113.872314
	Iteration 45Q: 3 clusters Score -1829232 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10992 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -1829231.125000 Penalty: 3113.872314
	Iteration 46Q: 3 clusters Score -1829231 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10976 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -1829234.500000 Penalty: 3113.872314
	Iteration 47Q: 3 clusters Score -1829234 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10959 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -1829236.375000 Penalty: 3113.872314
	Iteration 48Q: 3 clusters Score -1829236 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10937 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -1829242.250000 Penalty: 3113.872314
	Iteration 49Q: 3 clusters Score -1829242 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10914 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -1829244.625000 Penalty: 3113.872314
	Iteration 50Q: 3 clusters Score -1829245 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10874 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -1829256.625000 Penalty: 3113.872314
	Iteration 51Q: 3 clusters Score -1829257 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10836 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -1829268.000000 Penalty: 3113.872314
	Iteration 52Q: 3 clusters Score -1829268 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10810 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -1829273.500000 Penalty: 3113.872314
	Iteration 53Q: 3 clusters Score -1829274 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10794 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -1829276.875000 Penalty: 3113.872314
	Iteration 54Q: 3 clusters Score -1829277 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10768 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -1829284.875000 Penalty: 3113.872314
	Iteration 55Q: 3 clusters Score -1829285 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10735 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -1829286.875000 Penalty: 3113.872314
	Iteration 56Q: 3 clusters Score -1829287 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10707 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -1829292.750000 Penalty: 3113.872314
	Iteration 57Q: 3 clusters Score -1829293 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10676 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -1829303.250000 Penalty: 3113.872314
	Iteration 58Q: 3 clusters Score -1829303 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10637 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -1829313.250000 Penalty: 3113.872314
	Iteration 59Q: 3 clusters Score -1829313 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10596 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -1829323.625000 Penalty: 3113.872314
	Iteration 60F: 3 clusters Score -1829324 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10552 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -1829330.875000 Penalty: 3113.872314
	Iteration 61Q: 3 clusters Score -1829331 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10506 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -1829345.250000 Penalty: 3113.872314
	Iteration 62Q: 3 clusters Score -1829345 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10455 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -1829361.750000 Penalty: 3113.872314
	Iteration 63Q: 3 clusters Score -1829362 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10399 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -1829369.375000 Penalty: 3113.872314
	Iteration 64Q: 3 clusters Score -1829369 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10338 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -1829387.750000 Penalty: 3113.872314
	Iteration 65Q: 3 clusters Score -1829388 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10289 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -1829397.500000 Penalty: 3113.872314
	Iteration 66Q: 3 clusters Score -1829398 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10251 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -1829406.625000 Penalty: 3113.872314
	Iteration 67Q: 3 clusters Score -1829407 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10221 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -1829412.250000 Penalty: 3113.872314
	Iteration 68Q: 3 clusters Score -1829412 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10190 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -1829421.625000 Penalty: 3113.872314
	Iteration 69Q: 3 clusters Score -1829422 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10164 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -1829426.875000 Penalty: 3113.872314
	Iteration 70Q: 3 clusters Score -1829427 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10141 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -1829431.250000 Penalty: 3113.872314
	Iteration 71Q: 3 clusters Score -1829431 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10122 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -1829431.375000 Penalty: 3113.872314
	Iteration 72Q: 3 clusters Score -1829431 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10099 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -1829441.000000 Penalty: 3113.872314
	Iteration 73Q: 3 clusters Score -1829441 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10075 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -1829435.875000 Penalty: 3113.872314
	Iteration 74Q: 3 clusters Score -1829436 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10052 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -1829447.250000 Penalty: 3113.872314
	Iteration 75Q: 3 clusters Score -1829447 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10029 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -1829444.250000 Penalty: 3113.872314
	Iteration 76Q: 3 clusters Score -1829444 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10007 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -1829457.125000 Penalty: 3113.872314
	Iteration 77Q: 3 clusters Score -1829457 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9977 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -1829459.125000 Penalty: 3113.872314
	Iteration 78Q: 3 clusters Score -1829459 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9951 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -1829461.125000 Penalty: 3113.872314
	Iteration 79Q: 3 clusters Score -1829461 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9927 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -1829463.625000 Penalty: 3113.872314
	Iteration 80F: 3 clusters Score -1829464 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9903 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -1829472.500000 Penalty: 3113.872314
	Iteration 81Q: 3 clusters Score -1829472 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9890 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -1829474.625000 Penalty: 3113.872314
	Iteration 82Q: 3 clusters Score -1829475 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9879 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -1829476.375000 Penalty: 3113.872314
	Iteration 83Q: 3 clusters Score -1829476 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9873 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -1829472.250000 Penalty: 3113.872314
	Iteration 84Q: 3 clusters Score -1829472 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9869 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -1829473.375000 Penalty: 3113.872314
	Iteration 85Q: 3 clusters Score -1829473 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9866 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -1829473.250000 Penalty: 3113.872314
	Iteration 86Q: 3 clusters Score -1829473 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9858 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -1829474.875000 Penalty: 3113.872314
	Iteration 87Q: 3 clusters Score -1829475 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9848 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -1829474.125000 Penalty: 3113.872314
	Iteration 88Q: 3 clusters Score -1829474 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9839 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -1829474.250000 Penalty: 3113.872314
	Iteration 89Q: 3 clusters Score -1829474 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9828 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -1829480.000000 Penalty: 3113.872314
	Iteration 90Q: 3 clusters Score -1829480 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9818 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -1829476.125000 Penalty: 3113.872314
	Iteration 91Q: 3 clusters Score -1829476 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9810 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -1829474.875000 Penalty: 3113.872314
	Iteration 92Q: 3 clusters Score -1829475 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9799 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -1829474.250000 Penalty: 3113.872314
	Iteration 93Q: 3 clusters Score -1829474 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9792 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -1829477.250000 Penalty: 3113.872314
	Iteration 94Q: 3 clusters Score -1829477 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9787 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -1829480.125000 Penalty: 3113.872314
	Iteration 95Q: 3 clusters Score -1829480 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9783 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -1829481.625000 Penalty: 3113.872314
	Iteration 96Q: 3 clusters Score -1829482 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9780 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -1829482.250000 Penalty: 3113.872314
	Iteration 97Q: 3 clusters Score -1829482 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9774 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -1829480.375000 Penalty: 3113.872314
	Iteration 98Q: 3 clusters Score -1829480 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9770 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -1829484.875000 Penalty: 3113.872314
	Iteration 99Q: 3 clusters Score -1829485 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9765 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -1829484.125000 Penalty: 3113.872314
	Iteration 100F: 3 clusters Score -1829484 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9760 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -1829484.125000 Penalty: 3113.872314
	Iteration 101Q: 3 clusters Score -1829484 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9755 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -1829478.750000 Penalty: 3113.872314
	Iteration 102Q: 3 clusters Score -1829479 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9746 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -1829483.750000 Penalty: 3113.872314
	Iteration 103Q: 3 clusters Score -1829484 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9738 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -1829488.750000 Penalty: 3113.872314
	Iteration 104Q: 3 clusters Score -1829489 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9724 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -1829485.750000 Penalty: 3113.872314
	Iteration 105Q: 3 clusters Score -1829486 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9706 members 
Mstep: Class 2 contains 4783 members 
Entering Unmasked Estep 
Score: -1829485.625000 Penalty: 3113.872314
	Iteration 106Q: 3 clusters Score -1829486 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9695 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -1829486.375000 Penalty: 3113.872314
	Iteration 107Q: 3 clusters Score -1829486 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9681 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -1829485.125000 Penalty: 3113.872314
	Iteration 108Q: 3 clusters Score -1829485 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9669 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -1829484.250000 Penalty: 3113.872314
	Iteration 109Q: 3 clusters Score -1829484 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9660 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -1829487.750000 Penalty: 3113.872314
	Iteration 110Q: 3 clusters Score -1829488 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9650 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -1829488.875000 Penalty: 3113.872314
	Iteration 111Q: 3 clusters Score -1829489 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9642 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -1829490.500000 Penalty: 3113.872314
	Iteration 112Q: 3 clusters Score -1829490 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9630 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -1829492.375000 Penalty: 3113.872314
	Iteration 113Q: 3 clusters Score -1829492 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9625 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -1829492.000000 Penalty: 3113.872314
	Iteration 114Q: 3 clusters Score -1829492 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9618 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -1829492.250000 Penalty: 3113.872314
	Iteration 115Q: 3 clusters Score -1829492 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9610 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -1829496.375000 Penalty: 3113.872314
	Iteration 116Q: 3 clusters Score -1829496 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9605 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -1829496.125000 Penalty: 3113.872314
	Iteration 117Q: 3 clusters Score -1829496 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9603 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -1829496.500000 Penalty: 3113.872314
	Iteration 118Q: 3 clusters Score -1829496 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9600 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -1829499.750000 Penalty: 3113.872314
	Iteration 119Q: 3 clusters Score -1829500 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9593 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -1829502.125000 Penalty: 3113.872314
	Iteration 120F: 3 clusters Score -1829502 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9589 members 
Mstep: Class 2 contains 4900 members 
Entering Unmasked Estep 
Score: -1829503.125000 Penalty: 3113.872314
	Iteration 121Q: 3 clusters Score -1829503 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9586 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -1829502.625000 Penalty: 3113.872314
	Iteration 122Q: 3 clusters Score -1829503 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9580 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -1829500.250000 Penalty: 3113.872314
	Iteration 123Q: 3 clusters Score -1829500 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9572 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -1829498.375000 Penalty: 3113.872314
	Iteration 124Q: 3 clusters Score -1829498 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9571 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -1829499.125000 Penalty: 3113.872314
	Iteration 125Q: 3 clusters Score -1829499 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9571 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -1829499.125000 Penalty: 3113.872314
	Iteration 126F: 3 clusters Score -1829499 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 47321 members 
Mstep: Class 2 contains 5147 members 
Mstep: Class 3 contains 2101 members 
Mstep: Class 4 contains 3287 members 
Mstep: Class 5 contains 9571 members 
Mstep: Class 6 contains 1160 members 
Mstep: Class 7 contains 477 members 
Mstep: Class 8 contains 8639 members 
Mstep: Class 9 contains 25398 members 
Mstep: Class 10 contains 33196 members 
Mstep: Class 11 contains 2157 members 
Mstep: Class 12 contains 73387 members 
Mstep: Class 13 contains 18245 members 
Mstep: Class 14 contains 146813 members 
Mstep: Class 15 contains 2502 members 
Mstep: Class 16 contains 17719 members 
Mstep: Class 17 contains 9533 members 
Mstep: Class 18 contains 21305 members 
Mstep: Class 19 contains 35464 members 
Mstep: Class 20 contains 6311 members 
Mstep: Class 21 contains 11808 members 
Mstep: Class 22 contains 3073 members 
Mstep: Class 23 contains 21781 members 
Mstep: Class 24 contains 39484 members 
Mstep: Class 25 contains 7906 members 
Mstep: Class 26 contains 3964 members 
Mstep: Class 27 contains 2326 members 
Mstep: Class 28 contains 23827 members 
Mstep: Class 29 contains 408 members 
Mstep: Class 30 contains 3867 members 
Mstep: Class 31 contains 12569 members 
Mstep: Class 32 contains 13849 members 
Mstep: Class 33 contains 8138 members 
Mstep: Class 34 contains 13793 members 
Mstep: Class 35 contains 2397 members 
Mstep: Class 36 contains 11709 members 
Mstep: Class 37 contains 3858 members 
Mstep: Class 38 contains 10554 members 
Mstep: Class 39 contains 38363 members 
Mstep: Class 40 contains 18739 members 
Mstep: Class 41 contains 1396 members 
Mstep: Class 42 contains 24593 members 
Mstep: Class 43 contains 4321 members 
Mstep: Class 44 contains 3282 members 
Mstep: Class 45 contains 4549 members 
Mstep: Class 46 contains 3508 members 
Mstep: Class 47 contains 25809 members 
Mstep: Class 48 contains 818 members 
Mstep: Class 49 contains 2938 members 
Mstep: Class 50 contains 22303 members 
Mstep: Class 51 contains 4918 members 
Entering Unmasked Estep 
Score: -100306696.000000 Penalty: 112857.750000
Splitting cluster 5 changes total score from -100307192.000000 to -100306696.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (1160 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Entering Unmasked Estep 
Score: -143521.406250 Penalty: 1146.628418
	Iteration 0F: 2 clusters Score -143521.4 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 585 members 
Entering Unmasked Estep 
Score: -141996.781250 Penalty: 2293.256836
	Iteration 0F: 3 clusters Score -141996.8 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -142303.625000 Penalty: 2293.256836
	Iteration 1F: 3 clusters Score -142303.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -142393.093750 Penalty: 2293.256836
	Iteration 2F: 3 clusters Score -142393.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -142467.328125 Penalty: 2293.256836
	Iteration 3Q: 3 clusters Score -142467.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -142531.437500 Penalty: 2293.256836
	Iteration 4Q: 3 clusters Score -142531.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -142570.265625 Penalty: 2293.256836
	Iteration 5Q: 3 clusters Score -142570.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -142595.312500 Penalty: 2293.256836
	Iteration 6Q: 3 clusters Score -142595.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -142605.484375 Penalty: 2293.256836
	Iteration 7Q: 3 clusters Score -142605.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -142613.453125 Penalty: 2293.256836
	Iteration 8Q: 3 clusters Score -142613.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -142620.843750 Penalty: 2293.256836
	Iteration 9Q: 3 clusters Score -142620.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -142625.406250 Penalty: 2293.256836
	Iteration 10Q: 3 clusters Score -142625.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -142626.375000 Penalty: 2293.256836
	Iteration 11Q: 3 clusters Score -142626.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -142628.140625 Penalty: 2293.256836
	Iteration 12Q: 3 clusters Score -142628.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -142630.906250 Penalty: 2293.256836
	Iteration 13Q: 3 clusters Score -142630.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -142632.750000 Penalty: 2293.256836
	Iteration 14Q: 3 clusters Score -142632.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -142633.468750 Penalty: 2293.256836
	Iteration 15Q: 3 clusters Score -142633.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -142633.468750 Penalty: 2293.256836
	Iteration 16F: 3 clusters Score -142633.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (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: -50733.128906 Penalty: 1002.221436
	Iteration 0F: 2 clusters Score -50733.13 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 237 members 
Entering Unmasked Estep 
Score: -49854.941406 Penalty: 2004.442871
	Iteration 0F: 3 clusters Score -49854.94 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -50218.050781 Penalty: 2004.442871
	Iteration 1F: 3 clusters Score -50218.05 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -50348.109375 Penalty: 2004.442871
	Iteration 2F: 3 clusters Score -50348.11 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -50410.371094 Penalty: 2004.442871
	Iteration 3F: 3 clusters Score -50410.37 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -50443.585938 Penalty: 2004.442871
	Iteration 4Q: 3 clusters Score -50443.59 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -50453.488281 Penalty: 2004.442871
	Iteration 5Q: 3 clusters Score -50453.49 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -50474.867188 Penalty: 2004.442871
	Iteration 6Q: 3 clusters Score -50474.87 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -50482.578125 Penalty: 2004.442871
	Iteration 7Q: 3 clusters Score -50482.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -50483.710938 Penalty: 2004.442871
	Iteration 8Q: 3 clusters Score -50483.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -50485.324219 Penalty: 2004.442871
	Iteration 9Q: 3 clusters Score -50485.32 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -50494.859375 Penalty: 2004.442871
	Iteration 10Q: 3 clusters Score -50494.86 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -50499.789062 Penalty: 2004.442871
	Iteration 11Q: 3 clusters Score -50499.79 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -50508.492188 Penalty: 2004.442871
	Iteration 12Q: 3 clusters Score -50508.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -50510.128906 Penalty: 2004.442871
	Iteration 13Q: 3 clusters Score -50510.13 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -50510.128906 Penalty: 2004.442871
	Iteration 14F: 3 clusters Score -50510.13 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (8639 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8639 members 
Entering Unmasked Estep 
Score: -1039303.937500 Penalty: 1472.906860
	Iteration 0F: 2 clusters Score -1039304 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -1033087.812500 Penalty: 2945.813721
	Iteration 0F: 3 clusters Score -1033088 nChanged 3646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -1035150.000000 Penalty: 2945.813721
	Iteration 1F: 3 clusters Score -1035150 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -1035446.937500 Penalty: 2945.813721
	Iteration 2F: 3 clusters Score -1035447 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -1035737.812500 Penalty: 2945.813721
	Iteration 3F: 3 clusters Score -1035738 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -1035988.750000 Penalty: 2945.813721
	Iteration 4F: 3 clusters Score -1035989 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 5252 members 
Entering Unmasked Estep 
Score: -1036260.250000 Penalty: 2945.813721
	Iteration 5Q: 3 clusters Score -1036260 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
Score: -1036536.125000 Penalty: 2945.813721
	Iteration 6Q: 3 clusters Score -1036536 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 5610 members 
Entering Unmasked Estep 
Score: -1036783.875000 Penalty: 2945.813721
	Iteration 7Q: 3 clusters Score -1036784 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 5756 members 
Entering Unmasked Estep 
Score: -1036979.937500 Penalty: 2945.813721
	Iteration 8Q: 3 clusters Score -1036980 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 5860 members 
Entering Unmasked Estep 
Score: -1037136.187500 Penalty: 2945.813721
	Iteration 9Q: 3 clusters Score -1037136 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 5964 members 
Entering Unmasked Estep 
Score: -1037251.687500 Penalty: 2945.813721
	Iteration 10Q: 3 clusters Score -1037252 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 6035 members 
Entering Unmasked Estep 
Score: -1037327.250000 Penalty: 2945.813721
	Iteration 11Q: 3 clusters Score -1037327 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 6108 members 
Entering Unmasked Estep 
Score: -1037384.312500 Penalty: 2945.813721
	Iteration 12Q: 3 clusters Score -1037384 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 6161 members 
Entering Unmasked Estep 
Score: -1037426.625000 Penalty: 2945.813721
	Iteration 13Q: 3 clusters Score -1037427 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 6219 members 
Entering Unmasked Estep 
Score: -1037456.562500 Penalty: 2945.813721
	Iteration 14Q: 3 clusters Score -1037457 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 6278 members 
Entering Unmasked Estep 
Score: -1037482.437500 Penalty: 2945.813721
	Iteration 15Q: 3 clusters Score -1037482 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 6334 members 
Entering Unmasked Estep 
Score: -1037512.375000 Penalty: 2945.813721
	Iteration 16Q: 3 clusters Score -1037512 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 6387 members 
Entering Unmasked Estep 
Score: -1037540.250000 Penalty: 2945.813721
	Iteration 17Q: 3 clusters Score -1037540 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 6439 members 
Entering Unmasked Estep 
Score: -1037565.562500 Penalty: 2945.813721
	Iteration 18Q: 3 clusters Score -1037566 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 6486 members 
Entering Unmasked Estep 
Score: -1037595.562500 Penalty: 2945.813721
	Iteration 19Q: 3 clusters Score -1037596 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 6530 members 
Entering Unmasked Estep 
Score: -1037617.812500 Penalty: 2945.813721
	Iteration 20F: 3 clusters Score -1037618 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 6564 members 
Entering Unmasked Estep 
Score: -1037635.312500 Penalty: 2945.813721
	Iteration 21Q: 3 clusters Score -1037635 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 6595 members 
Entering Unmasked Estep 
Score: -1037645.062500 Penalty: 2945.813721
	Iteration 22Q: 3 clusters Score -1037645 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 6618 members 
Entering Unmasked Estep 
Score: -1037654.625000 Penalty: 2945.813721
	Iteration 23Q: 3 clusters Score -1037655 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 6649 members 
Entering Unmasked Estep 
Score: -1037663.625000 Penalty: 2945.813721
	Iteration 24Q: 3 clusters Score -1037664 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 6684 members 
Entering Unmasked Estep 
Score: -1037674.812500 Penalty: 2945.813721
	Iteration 25Q: 3 clusters Score -1037675 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 6723 members 
Entering Unmasked Estep 
Score: -1037684.625000 Penalty: 2945.813721
	Iteration 26Q: 3 clusters Score -1037685 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 6766 members 
Entering Unmasked Estep 
Score: -1037700.187500 Penalty: 2945.813721
	Iteration 27Q: 3 clusters Score -1037700 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 6800 members 
Entering Unmasked Estep 
Score: -1037710.687500 Penalty: 2945.813721
	Iteration 28Q: 3 clusters Score -1037711 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 6833 members 
Entering Unmasked Estep 
Score: -1037718.937500 Penalty: 2945.813721
	Iteration 29Q: 3 clusters Score -1037719 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 6866 members 
Entering Unmasked Estep 
Score: -1037729.625000 Penalty: 2945.813721
	Iteration 30Q: 3 clusters Score -1037730 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 6899 members 
Entering Unmasked Estep 
Score: -1037741.125000 Penalty: 2945.813721
	Iteration 31Q: 3 clusters Score -1037741 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 6939 members 
Entering Unmasked Estep 
Score: -1037750.500000 Penalty: 2945.813721
	Iteration 32Q: 3 clusters Score -1037750 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 6979 members 
Entering Unmasked Estep 
Score: -1037764.187500 Penalty: 2945.813721
	Iteration 33Q: 3 clusters Score -1037764 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 7021 members 
Entering Unmasked Estep 
Score: -1037780.250000 Penalty: 2945.813721
	Iteration 34Q: 3 clusters Score -1037780 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 7064 members 
Entering Unmasked Estep 
Score: -1037790.625000 Penalty: 2945.813721
	Iteration 35Q: 3 clusters Score -1037791 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 7105 members 
Entering Unmasked Estep 
Score: -1037807.125000 Penalty: 2945.813721
	Iteration 36Q: 3 clusters Score -1037807 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 7141 members 
Entering Unmasked Estep 
Score: -1037819.625000 Penalty: 2945.813721
	Iteration 37Q: 3 clusters Score -1037820 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 7178 members 
Entering Unmasked Estep 
Score: -1037829.687500 Penalty: 2945.813721
	Iteration 38Q: 3 clusters Score -1037830 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 7211 members 
Entering Unmasked Estep 
Score: -1037839.312500 Penalty: 2945.813721
	Iteration 39Q: 3 clusters Score -1037839 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 7248 members 
Entering Unmasked Estep 
Score: -1037850.437500 Penalty: 2945.813721
	Iteration 40F: 3 clusters Score -1037850 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 7282 members 
Entering Unmasked Estep 
Score: -1037861.937500 Penalty: 2945.813721
	Iteration 41Q: 3 clusters Score -1037862 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 7305 members 
Entering Unmasked Estep 
Score: -1037864.375000 Penalty: 2945.813721
	Iteration 42Q: 3 clusters Score -1037864 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 7325 members 
Entering Unmasked Estep 
Score: -1037872.312500 Penalty: 2945.813721
	Iteration 43Q: 3 clusters Score -1037872 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 7343 members 
Entering Unmasked Estep 
Score: -1037877.750000 Penalty: 2945.813721
	Iteration 44Q: 3 clusters Score -1037878 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 7366 members 
Entering Unmasked Estep 
Score: -1037886.187500 Penalty: 2945.813721
	Iteration 45Q: 3 clusters Score -1037886 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 7388 members 
Entering Unmasked Estep 
Score: -1037891.562500 Penalty: 2945.813721
	Iteration 46Q: 3 clusters Score -1037892 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 7416 members 
Entering Unmasked Estep 
Score: -1037902.937500 Penalty: 2945.813721
	Iteration 47Q: 3 clusters Score -1037903 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 7438 members 
Entering Unmasked Estep 
Score: -1037912.250000 Penalty: 2945.813721
	Iteration 48Q: 3 clusters Score -1037912 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 7462 members 
Entering Unmasked Estep 
Score: -1037920.125000 Penalty: 2945.813721
	Iteration 49Q: 3 clusters Score -1037920 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 7483 members 
Entering Unmasked Estep 
Score: -1037925.125000 Penalty: 2945.813721
	Iteration 50Q: 3 clusters Score -1037925 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 7504 members 
Entering Unmasked Estep 
Score: -1037930.937500 Penalty: 2945.813721
	Iteration 51Q: 3 clusters Score -1037931 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 7527 members 
Entering Unmasked Estep 
Score: -1037942.562500 Penalty: 2945.813721
	Iteration 52Q: 3 clusters Score -1037943 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 7550 members 
Entering Unmasked Estep 
Score: -1037948.812500 Penalty: 2945.813721
	Iteration 53Q: 3 clusters Score -1037949 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 7572 members 
Entering Unmasked Estep 
Score: -1037960.125000 Penalty: 2945.813721
	Iteration 54Q: 3 clusters Score -1037960 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 7597 members 
Entering Unmasked Estep 
Score: -1037968.375000 Penalty: 2945.813721
	Iteration 55Q: 3 clusters Score -1037968 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 7622 members 
Entering Unmasked Estep 
Score: -1037976.312500 Penalty: 2945.813721
	Iteration 56Q: 3 clusters Score -1037976 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 7643 members 
Entering Unmasked Estep 
Score: -1037984.250000 Penalty: 2945.813721
	Iteration 57Q: 3 clusters Score -1037984 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 7667 members 
Entering Unmasked Estep 
Score: -1037997.000000 Penalty: 2945.813721
	Iteration 58Q: 3 clusters Score -1037997 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 7692 members 
Entering Unmasked Estep 
Score: -1038003.937500 Penalty: 2945.813721
	Iteration 59Q: 3 clusters Score -1038004 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 7713 members 
Entering Unmasked Estep 
Score: -1038015.250000 Penalty: 2945.813721
	Iteration 60F: 3 clusters Score -1038015 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 7736 members 
Entering Unmasked Estep 
Score: -1038024.875000 Penalty: 2945.813721
	Iteration 61Q: 3 clusters Score -1038025 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 7767 members 
Entering Unmasked Estep 
Score: -1038041.812500 Penalty: 2945.813721
	Iteration 62Q: 3 clusters Score -1038042 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 7808 members 
Entering Unmasked Estep 
Score: -1038060.187500 Penalty: 2945.813721
	Iteration 63Q: 3 clusters Score -1038060 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 7839 members 
Entering Unmasked Estep 
Score: -1038072.750000 Penalty: 2945.813721
	Iteration 64Q: 3 clusters Score -1038073 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 7865 members 
Entering Unmasked Estep 
Score: -1038083.062500 Penalty: 2945.813721
	Iteration 65Q: 3 clusters Score -1038083 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 7892 members 
Entering Unmasked Estep 
Score: -1038096.625000 Penalty: 2945.813721
	Iteration 66Q: 3 clusters Score -1038097 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 7919 members 
Entering Unmasked Estep 
Score: -1038107.687500 Penalty: 2945.813721
	Iteration 67Q: 3 clusters Score -1038108 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 7939 members 
Entering Unmasked Estep 
Score: -1038113.500000 Penalty: 2945.813721
	Iteration 68Q: 3 clusters Score -1038114 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 7954 members 
Entering Unmasked Estep 
Score: -1038120.562500 Penalty: 2945.813721
	Iteration 69Q: 3 clusters Score -1038121 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 7967 members 
Entering Unmasked Estep 
Score: -1038126.687500 Penalty: 2945.813721
	Iteration 70Q: 3 clusters Score -1038127 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 7973 members 
Entering Unmasked Estep 
Score: -1038127.625000 Penalty: 2945.813721
	Iteration 71Q: 3 clusters Score -1038128 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 7977 members 
Entering Unmasked Estep 
Score: -1038127.312500 Penalty: 2945.813721
	Iteration 72Q: 3 clusters Score -1038127 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 7982 members 
Entering Unmasked Estep 
Score: -1038129.875000 Penalty: 2945.813721
	Iteration 73Q: 3 clusters Score -1038130 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 7987 members 
Entering Unmasked Estep 
Score: -1038133.437500 Penalty: 2945.813721
	Iteration 74Q: 3 clusters Score -1038133 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 7992 members 
Entering Unmasked Estep 
Score: -1038133.062500 Penalty: 2945.813721
	Iteration 75Q: 3 clusters Score -1038133 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 7995 members 
Entering Unmasked Estep 
Score: -1038133.937500 Penalty: 2945.813721
	Iteration 76Q: 3 clusters Score -1038134 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 8003 members 
Entering Unmasked Estep 
Score: -1038137.062500 Penalty: 2945.813721
	Iteration 77Q: 3 clusters Score -1038137 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 8008 members 
Entering Unmasked Estep 
Score: -1038139.375000 Penalty: 2945.813721
	Iteration 78Q: 3 clusters Score -1038139 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 8014 members 
Entering Unmasked Estep 
Score: -1038142.500000 Penalty: 2945.813721
	Iteration 79Q: 3 clusters Score -1038142 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 8017 members 
Entering Unmasked Estep 
Score: -1038143.125000 Penalty: 2945.813721
	Iteration 80F: 3 clusters Score -1038143 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 8022 members 
Entering Unmasked Estep 
Score: -1038145.687500 Penalty: 2945.813721
	Iteration 81Q: 3 clusters Score -1038146 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 8024 members 
Entering Unmasked Estep 
Score: -1038145.937500 Penalty: 2945.813721
	Iteration 82Q: 3 clusters Score -1038146 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 8026 members 
Entering Unmasked Estep 
Score: -1038147.000000 Penalty: 2945.813721
	Iteration 83Q: 3 clusters Score -1038147 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 8030 members 
Entering Unmasked Estep 
Score: -1038149.250000 Penalty: 2945.813721
	Iteration 84Q: 3 clusters Score -1038149 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 8041 members 
Entering Unmasked Estep 
Score: -1038155.250000 Penalty: 2945.813721
	Iteration 85Q: 3 clusters Score -1038155 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 8052 members 
Entering Unmasked Estep 
Score: -1038159.687500 Penalty: 2945.813721
	Iteration 86Q: 3 clusters Score -1038160 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 8064 members 
Entering Unmasked Estep 
Score: -1038161.875000 Penalty: 2945.813721
	Iteration 87Q: 3 clusters Score -1038162 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 8067 members 
Entering Unmasked Estep 
Score: -1038165.625000 Penalty: 2945.813721
	Iteration 88Q: 3 clusters Score -1038166 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 8069 members 
Entering Unmasked Estep 
Score: -1038167.187500 Penalty: 2945.813721
	Iteration 89Q: 3 clusters Score -1038167 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 8074 members 
Entering Unmasked Estep 
Score: -1038168.000000 Penalty: 2945.813721
	Iteration 90Q: 3 clusters Score -1038168 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 8074 members 
Entering Unmasked Estep 
Score: -1038168.000000 Penalty: 2945.813721
	Iteration 91F: 3 clusters Score -1038168 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (25398 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25398 members 
Entering Unmasked Estep 
Score: -3085363.000000 Penalty: 1648.144165
	Iteration 0F: 2 clusters Score -3085363 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12647 members 
Mstep: Class 2 contains 12751 members 
Entering Unmasked Estep 
Score: -3068103.250000 Penalty: 3296.288330
	Iteration 0F: 3 clusters Score -3068103 nChanged 11572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12133 members 
Mstep: Class 2 contains 13265 members 
Entering Unmasked Estep 
Score: -3074558.250000 Penalty: 3296.288330
	Iteration 1F: 3 clusters Score -3074558 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11908 members 
Mstep: Class 2 contains 13490 members 
Entering Unmasked Estep 
Score: -3075068.250000 Penalty: 3296.288330
	Iteration 2F: 3 clusters Score -3075068 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11600 members 
Mstep: Class 2 contains 13798 members 
Entering Unmasked Estep 
Score: -3075508.000000 Penalty: 3296.288330
	Iteration 3Q: 3 clusters Score -3075508 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11178 members 
Mstep: Class 2 contains 14220 members 
Entering Unmasked Estep 
Score: -3075929.750000 Penalty: 3296.288330
	Iteration 4Q: 3 clusters Score -3075930 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10568 members 
Mstep: Class 2 contains 14830 members 
Entering Unmasked Estep 
Score: -3076367.500000 Penalty: 3296.288330
	Iteration 5Q: 3 clusters Score -3076368 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9830 members 
Mstep: Class 2 contains 15568 members 
Entering Unmasked Estep 
Score: -3076898.750000 Penalty: 3296.288330
	Iteration 6Q: 3 clusters Score -3076899 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8935 members 
Mstep: Class 2 contains 16463 members 
Entering Unmasked Estep 
Score: -3077538.250000 Penalty: 3296.288330
	Iteration 7Q: 3 clusters Score -3077538 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7803 members 
Mstep: Class 2 contains 17595 members 
Entering Unmasked Estep 
Score: -3078349.750000 Penalty: 3296.288330
	Iteration 8F: 3 clusters Score -3078350 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6516 members 
Mstep: Class 2 contains 18882 members 
Entering Unmasked Estep 
Score: -3079342.000000 Penalty: 3296.288330
	Iteration 9F: 3 clusters Score -3079342 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 20207 members 
Entering Unmasked Estep 
Score: -3080386.500000 Penalty: 3296.288330
	Iteration 10F: 3 clusters Score -3080386 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 21496 members 
Entering Unmasked Estep 
Score: -3081475.500000 Penalty: 3296.288330
	Iteration 11F: 3 clusters Score -3081476 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 22588 members 
Entering Unmasked Estep 
Score: -3082468.000000 Penalty: 3296.288330
	Iteration 12Q: 3 clusters Score -3082468 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 23341 members 
Entering Unmasked Estep 
Score: -3083175.250000 Penalty: 3296.288330
	Iteration 13Q: 3 clusters Score -3083175 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 23820 members 
Entering Unmasked Estep 
Score: -3083615.250000 Penalty: 3296.288330
	Iteration 14Q: 3 clusters Score -3083615 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 24100 members 
Entering Unmasked Estep 
Score: -3083891.000000 Penalty: 3296.288330
	Iteration 15Q: 3 clusters Score -3083891 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 24293 members 
Entering Unmasked Estep 
Score: -3084095.750000 Penalty: 3296.288330
	Iteration 16Q: 3 clusters Score -3084096 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 24403 members 
Entering Unmasked Estep 
Score: -3084199.000000 Penalty: 3296.288330
	Iteration 17Q: 3 clusters Score -3084199 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 24452 members 
Entering Unmasked Estep 
Score: -3084262.000000 Penalty: 3296.288330
	Iteration 18Q: 3 clusters Score -3084262 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 24491 members 
Entering Unmasked Estep 
Score: -3084306.750000 Penalty: 3296.288330
	Iteration 19Q: 3 clusters Score -3084307 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 24517 members 
Entering Unmasked Estep 
Score: -3084338.000000 Penalty: 3296.288330
	Iteration 20F: 3 clusters Score -3084338 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 24543 members 
Entering Unmasked Estep 
Score: -3084361.750000 Penalty: 3296.288330
	Iteration 21Q: 3 clusters Score -3084362 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 24561 members 
Entering Unmasked Estep 
Score: -3084377.500000 Penalty: 3296.288330
	Iteration 22Q: 3 clusters Score -3084378 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 24567 members 
Entering Unmasked Estep 
Score: -3084396.500000 Penalty: 3296.288330
	Iteration 23Q: 3 clusters Score -3084396 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 24574 members 
Entering Unmasked Estep 
Score: -3084412.250000 Penalty: 3296.288330
	Iteration 24Q: 3 clusters Score -3084412 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 24580 members 
Entering Unmasked Estep 
Score: -3084423.500000 Penalty: 3296.288330
	Iteration 25Q: 3 clusters Score -3084424 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 24572 members 
Entering Unmasked Estep 
Score: -3084428.500000 Penalty: 3296.288330
	Iteration 26Q: 3 clusters Score -3084428 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 24572 members 
Entering Unmasked Estep 
Score: -3084431.000000 Penalty: 3296.288330
	Iteration 27Q: 3 clusters Score -3084431 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 24576 members 
Entering Unmasked Estep 
Score: -3084434.750000 Penalty: 3296.288330
	Iteration 28Q: 3 clusters Score -3084435 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 24577 members 
Entering Unmasked Estep 
Score: -3084440.500000 Penalty: 3296.288330
	Iteration 29Q: 3 clusters Score -3084440 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 24580 members 
Entering Unmasked Estep 
Score: -3084439.500000 Penalty: 3296.288330
	Iteration 30Q: 3 clusters Score -3084440 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 24579 members 
Entering Unmasked Estep 
Score: -3084434.500000 Penalty: 3296.288330
	Iteration 31Q: 3 clusters Score -3084434 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 24580 members 
Entering Unmasked Estep 
Score: -3084436.750000 Penalty: 3296.288330
	Iteration 32Q: 3 clusters Score -3084437 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 24580 members 
Entering Unmasked Estep 
Score: -3084437.500000 Penalty: 3296.288330
	Iteration 33Q: 3 clusters Score -3084438 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 24580 members 
Entering Unmasked Estep 
Score: -3084437.500000 Penalty: 3296.288330
	Iteration 34F: 3 clusters Score -3084438 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (33196 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33196 members 
Entering Unmasked Estep 
Score: -4294505.500000 Penalty: 1691.655029
	Iteration 0F: 2 clusters Score -4294506 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16803 members 
Mstep: Class 2 contains 16393 members 
Entering Unmasked Estep 
Score: -4272371.000000 Penalty: 3383.310059
	Iteration 0F: 3 clusters Score -4272371 nChanged 15270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17905 members 
Mstep: Class 2 contains 15291 members 
Entering Unmasked Estep 
Score: -4280840.000000 Penalty: 3383.310059
	Iteration 1F: 3 clusters Score -4280840 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18449 members 
Mstep: Class 2 contains 14747 members 
Entering Unmasked Estep 
Score: -4281444.500000 Penalty: 3383.310059
	Iteration 2Q: 3 clusters Score -4281444 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19177 members 
Mstep: Class 2 contains 14019 members 
Entering Unmasked Estep 
Score: -4282209.500000 Penalty: 3383.310059
	Iteration 3Q: 3 clusters Score -4282210 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20170 members 
Mstep: Class 2 contains 13026 members 
Entering Unmasked Estep 
Score: -4283139.000000 Penalty: 3383.310059
	Iteration 4F: 3 clusters Score -4283139 nChanged 1799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21425 members 
Mstep: Class 2 contains 11771 members 
Entering Unmasked Estep 
Score: -4284274.500000 Penalty: 3383.310059
	Iteration 5F: 3 clusters Score -4284274 nChanged 1898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23001 members 
Mstep: Class 2 contains 10195 members 
Entering Unmasked Estep 
Score: -4285559.000000 Penalty: 3383.310059
	Iteration 6F: 3 clusters Score -4285559 nChanged 1894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24755 members 
Mstep: Class 2 contains 8441 members 
Entering Unmasked Estep 
Score: -4286915.500000 Penalty: 3383.310059
	Iteration 7F: 3 clusters Score -4286916 nChanged 1928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26629 members 
Mstep: Class 2 contains 6567 members 
Entering Unmasked Estep 
Score: -4288379.500000 Penalty: 3383.310059
	Iteration 8F: 3 clusters Score -4288380 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28460 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -4289805.500000 Penalty: 3383.310059
	Iteration 9F: 3 clusters Score -4289806 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29991 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -4290946.000000 Penalty: 3383.310059
	Iteration 10Q: 3 clusters Score -4290946 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31098 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -4291740.000000 Penalty: 3383.310059
	Iteration 11Q: 3 clusters Score -4291740 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31789 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -4292260.000000 Penalty: 3383.310059
	Iteration 12Q: 3 clusters Score -4292260 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32198 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -4292587.000000 Penalty: 3383.310059
	Iteration 13Q: 3 clusters Score -4292587 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32423 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -4292793.000000 Penalty: 3383.310059
	Iteration 14Q: 3 clusters Score -4292793 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32550 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -4292888.500000 Penalty: 3383.310059
	Iteration 15Q: 3 clusters Score -4292888 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32647 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -4292962.000000 Penalty: 3383.310059
	Iteration 16Q: 3 clusters Score -4292962 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32693 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -4293006.000000 Penalty: 3383.310059
	Iteration 17Q: 3 clusters Score -4293006 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32723 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -4293029.000000 Penalty: 3383.310059
	Iteration 18Q: 3 clusters Score -4293029 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32749 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -4293043.500000 Penalty: 3383.310059
	Iteration 19Q: 3 clusters Score -4293044 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32774 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -4293066.500000 Penalty: 3383.310059
	Iteration 20F: 3 clusters Score -4293066 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32790 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -4293078.000000 Penalty: 3383.310059
	Iteration 21Q: 3 clusters Score -4293078 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32806 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -4293093.000000 Penalty: 3383.310059
	Iteration 22Q: 3 clusters Score -4293093 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32812 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -4293098.000000 Penalty: 3383.310059
	Iteration 23Q: 3 clusters Score -4293098 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32820 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -4293105.500000 Penalty: 3383.310059
	Iteration 24Q: 3 clusters Score -4293106 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32825 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -4293102.000000 Penalty: 3383.310059
	Iteration 25Q: 3 clusters Score -4293102 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32828 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -4293103.000000 Penalty: 3383.310059
	Iteration 26Q: 3 clusters Score -4293103 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32831 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -4293105.500000 Penalty: 3383.310059
	Iteration 27Q: 3 clusters Score -4293106 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32832 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -4293113.000000 Penalty: 3383.310059
	Iteration 28Q: 3 clusters Score -4293113 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32833 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -4293110.500000 Penalty: 3383.310059
	Iteration 29Q: 3 clusters Score -4293110 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32833 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -4293110.500000 Penalty: 3383.310059
	Iteration 30F: 3 clusters Score -4293110 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (2157 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Entering Unmasked Estep 
Score: -256617.828125 Penalty: 1247.427002
	Iteration 0F: 2 clusters Score -256617.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -254462.078125 Penalty: 2494.854004
	Iteration 0F: 3 clusters Score -254462.1 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -255006.546875 Penalty: 2494.854004
	Iteration 1F: 3 clusters Score -255006.5 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -255157.781250 Penalty: 2494.854004
	Iteration 2F: 3 clusters Score -255157.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -255271.000000 Penalty: 2494.854004
	Iteration 3F: 3 clusters Score -255271 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -255356.406250 Penalty: 2494.854004
	Iteration 4Q: 3 clusters Score -255356.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -255423.375000 Penalty: 2494.854004
	Iteration 5Q: 3 clusters Score -255423.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -255475.703125 Penalty: 2494.854004
	Iteration 6Q: 3 clusters Score -255475.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -255521.062500 Penalty: 2494.854004
	Iteration 7Q: 3 clusters Score -255521.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -255562.375000 Penalty: 2494.854004
	Iteration 8Q: 3 clusters Score -255562.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -255597.781250 Penalty: 2494.854004
	Iteration 9Q: 3 clusters Score -255597.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -255627.359375 Penalty: 2494.854004
	Iteration 10Q: 3 clusters Score -255627.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -255651.078125 Penalty: 2494.854004
	Iteration 11Q: 3 clusters Score -255651.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -255675.453125 Penalty: 2494.854004
	Iteration 12Q: 3 clusters Score -255675.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -255697.562500 Penalty: 2494.854004
	Iteration 13Q: 3 clusters Score -255697.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -255715.234375 Penalty: 2494.854004
	Iteration 14Q: 3 clusters Score -255715.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -255729.812500 Penalty: 2494.854004
	Iteration 15Q: 3 clusters Score -255729.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -255740.531250 Penalty: 2494.854004
	Iteration 16Q: 3 clusters Score -255740.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -255748.296875 Penalty: 2494.854004
	Iteration 17Q: 3 clusters Score -255748.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -255755.421875 Penalty: 2494.854004
	Iteration 18Q: 3 clusters Score -255755.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -255758.859375 Penalty: 2494.854004
	Iteration 19Q: 3 clusters Score -255758.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -255759.968750 Penalty: 2494.854004
	Iteration 20F: 3 clusters Score -255760 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -255762.000000 Penalty: 2494.854004
	Iteration 21Q: 3 clusters Score -255762 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -255763.718750 Penalty: 2494.854004
	Iteration 22Q: 3 clusters Score -255763.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -255764.015625 Penalty: 2494.854004
	Iteration 23Q: 3 clusters Score -255764 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -255764.015625 Penalty: 2494.854004
	Iteration 24F: 3 clusters Score -255764 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (73387 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73387 members 
Entering Unmasked Estep 
Score: -9322905.000000 Penalty: 1820.568970
	Iteration 0F: 2 clusters Score -9322905 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36575 members 
Mstep: Class 2 contains 36812 members 
Entering Unmasked Estep 
Score: -9273812.000000 Penalty: 3641.137939
	Iteration 0F: 3 clusters Score -9273812 nChanged 34936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35405 members 
Mstep: Class 2 contains 37982 members 
Entering Unmasked Estep 
Score: -9293884.000000 Penalty: 3641.137939
	Iteration 1F: 3 clusters Score -9293884 nChanged 2702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34531 members 
Mstep: Class 2 contains 38856 members 
Entering Unmasked Estep 
Score: -9294557.000000 Penalty: 3641.137939
	Iteration 2Q: 3 clusters Score -9294557 nChanged 2890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33179 members 
Mstep: Class 2 contains 40208 members 
Entering Unmasked Estep 
Score: -9295482.000000 Penalty: 3641.137939
	Iteration 3Q: 3 clusters Score -9295482 nChanged 3329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31060 members 
Mstep: Class 2 contains 42327 members 
Entering Unmasked Estep 
Score: -9296757.000000 Penalty: 3641.137939
	Iteration 4Q: 3 clusters Score -9296757 nChanged 3891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28013 members 
Mstep: Class 2 contains 45374 members 
Entering Unmasked Estep 
Score: -9298491.000000 Penalty: 3641.137939
	Iteration 5F: 3 clusters Score -9298491 nChanged 4663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23870 members 
Mstep: Class 2 contains 49517 members 
Entering Unmasked Estep 
Score: -9301219.000000 Penalty: 3641.137939
	Iteration 6F: 3 clusters Score -9301219 nChanged 5327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18851 members 
Mstep: Class 2 contains 54536 members 
Entering Unmasked Estep 
Score: -9305013.000000 Penalty: 3641.137939
	Iteration 7F: 3 clusters Score -9305013 nChanged 5437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13562 members 
Mstep: Class 2 contains 59825 members 
Entering Unmasked Estep 
Score: -9309406.000000 Penalty: 3641.137939
	Iteration 8F: 3 clusters Score -9309406 nChanged 4766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8852 members 
Mstep: Class 2 contains 64535 members 
Entering Unmasked Estep 
Score: -9313299.000000 Penalty: 3641.137939
	Iteration 9F: 3 clusters Score -9313299 nChanged 3682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 68213 members 
Entering Unmasked Estep 
Score: -9316703.000000 Penalty: 3641.137939
	Iteration 10F: 3 clusters Score -9316703 nChanged 2447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 70660 members 
Entering Unmasked Estep 
Score: -9319073.000000 Penalty: 3641.137939
	Iteration 11Q: 3 clusters Score -9319073 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 71969 members 
Entering Unmasked Estep 
Score: -9320317.000000 Penalty: 3641.137939
	Iteration 12Q: 3 clusters Score -9320317 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 72604 members 
Entering Unmasked Estep 
Score: -9320859.000000 Penalty: 3641.137939
	Iteration 13Q: 3 clusters Score -9320859 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 72856 members 
Entering Unmasked Estep 
Score: -9321057.000000 Penalty: 3641.137939
	Iteration 14Q: 3 clusters Score -9321057 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 72981 members 
Entering Unmasked Estep 
Score: -9321170.000000 Penalty: 3641.137939
	Iteration 15Q: 3 clusters Score -9321170 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 73037 members 
Entering Unmasked Estep 
Score: -9321246.000000 Penalty: 3641.137939
	Iteration 16Q: 3 clusters Score -9321246 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 73072 members 
Entering Unmasked Estep 
Score: -9321289.000000 Penalty: 3641.137939
	Iteration 17Q: 3 clusters Score -9321289 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 73081 members 
Entering Unmasked Estep 
Score: -9321306.000000 Penalty: 3641.137939
	Iteration 18Q: 3 clusters Score -9321306 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 73098 members 
Entering Unmasked Estep 
Score: -9321318.000000 Penalty: 3641.137939
	Iteration 19Q: 3 clusters Score -9321318 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 73115 members 
Entering Unmasked Estep 
Score: -9321336.000000 Penalty: 3641.137939
	Iteration 20F: 3 clusters Score -9321336 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 73124 members 
Entering Unmasked Estep 
Score: -9321352.000000 Penalty: 3641.137939
	Iteration 21Q: 3 clusters Score -9321352 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 73131 members 
Entering Unmasked Estep 
Score: -9321372.000000 Penalty: 3641.137939
	Iteration 22Q: 3 clusters Score -9321372 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 73132 members 
Entering Unmasked Estep 
Score: -9321376.000000 Penalty: 3641.137939
	Iteration 23Q: 3 clusters Score -9321376 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 73134 members 
Entering Unmasked Estep 
Score: -9321377.000000 Penalty: 3641.137939
	Iteration 24Q: 3 clusters Score -9321377 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 73135 members 
Entering Unmasked Estep 
Score: -9321380.000000 Penalty: 3641.137939
	Iteration 25Q: 3 clusters Score -9321380 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 73135 members 
Entering Unmasked Estep 
Score: -9321380.000000 Penalty: 3641.137939
	Iteration 26F: 3 clusters Score -9321380 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (18245 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18245 members 
Entering Unmasked Estep 
Score: -2279099.500000 Penalty: 1594.392578
	Iteration 0F: 2 clusters Score -2279100 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9158 members 
Mstep: Class 2 contains 9087 members 
Entering Unmasked Estep 
Score: -2266560.750000 Penalty: 3188.785156
	Iteration 0F: 3 clusters Score -2266561 nChanged 8249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9173 members 
Mstep: Class 2 contains 9072 members 
Entering Unmasked Estep 
Score: -2271313.750000 Penalty: 3188.785156
	Iteration 1F: 3 clusters Score -2271314 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9154 members 
Mstep: Class 2 contains 9091 members 
Entering Unmasked Estep 
Score: -2271842.750000 Penalty: 3188.785156
	Iteration 2F: 3 clusters Score -2271843 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9015 members 
Mstep: Class 2 contains 9230 members 
Entering Unmasked Estep 
Score: -2272330.750000 Penalty: 3188.785156
	Iteration 3F: 3 clusters Score -2272331 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8839 members 
Mstep: Class 2 contains 9406 members 
Entering Unmasked Estep 
Score: -2272875.500000 Penalty: 3188.785156
	Iteration 4F: 3 clusters Score -2272876 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8544 members 
Mstep: Class 2 contains 9701 members 
Entering Unmasked Estep 
Score: -2273480.250000 Penalty: 3188.785156
	Iteration 5F: 3 clusters Score -2273480 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8190 members 
Mstep: Class 2 contains 10055 members 
Entering Unmasked Estep 
Score: -2274157.500000 Penalty: 3188.785156
	Iteration 6F: 3 clusters Score -2274158 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7896 members 
Mstep: Class 2 contains 10349 members 
Entering Unmasked Estep 
Score: -2274747.750000 Penalty: 3188.785156
	Iteration 7F: 3 clusters Score -2274748 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7646 members 
Mstep: Class 2 contains 10599 members 
Entering Unmasked Estep 
Score: -2275195.500000 Penalty: 3188.785156
	Iteration 8Q: 3 clusters Score -2275196 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7437 members 
Mstep: Class 2 contains 10808 members 
Entering Unmasked Estep 
Score: -2275557.750000 Penalty: 3188.785156
	Iteration 9Q: 3 clusters Score -2275558 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7284 members 
Mstep: Class 2 contains 10961 members 
Entering Unmasked Estep 
Score: -2275827.250000 Penalty: 3188.785156
	Iteration 10Q: 3 clusters Score -2275827 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7160 members 
Mstep: Class 2 contains 11085 members 
Entering Unmasked Estep 
Score: -2276023.500000 Penalty: 3188.785156
	Iteration 11Q: 3 clusters Score -2276024 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7108 members 
Mstep: Class 2 contains 11137 members 
Entering Unmasked Estep 
Score: -2276221.250000 Penalty: 3188.785156
	Iteration 12Q: 3 clusters Score -2276221 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7136 members 
Mstep: Class 2 contains 11109 members 
Entering Unmasked Estep 
Score: -2276461.500000 Penalty: 3188.785156
	Iteration 13Q: 3 clusters Score -2276462 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7204 members 
Mstep: Class 2 contains 11041 members 
Entering Unmasked Estep 
Score: -2276714.000000 Penalty: 3188.785156
	Iteration 14Q: 3 clusters Score -2276714 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7294 members 
Mstep: Class 2 contains 10951 members 
Entering Unmasked Estep 
Score: -2277009.750000 Penalty: 3188.785156
	Iteration 15Q: 3 clusters Score -2277010 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7404 members 
Mstep: Class 2 contains 10841 members 
Entering Unmasked Estep 
Score: -2277334.250000 Penalty: 3188.785156
	Iteration 16Q: 3 clusters Score -2277334 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7541 members 
Mstep: Class 2 contains 10704 members 
Entering Unmasked Estep 
Score: -2277607.750000 Penalty: 3188.785156
	Iteration 17Q: 3 clusters Score -2277608 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7665 members 
Mstep: Class 2 contains 10580 members 
Entering Unmasked Estep 
Score: -2277775.500000 Penalty: 3188.785156
	Iteration 18Q: 3 clusters Score -2277776 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7794 members 
Mstep: Class 2 contains 10451 members 
Entering Unmasked Estep 
Score: -2277931.500000 Penalty: 3188.785156
	Iteration 19Q: 3 clusters Score -2277932 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7939 members 
Mstep: Class 2 contains 10306 members 
Entering Unmasked Estep 
Score: -2278026.250000 Penalty: 3188.785156
	Iteration 20F: 3 clusters Score -2278026 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8058 members 
Mstep: Class 2 contains 10187 members 
Entering Unmasked Estep 
Score: -2278090.750000 Penalty: 3188.785156
	Iteration 21Q: 3 clusters Score -2278091 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8176 members 
Mstep: Class 2 contains 10069 members 
Entering Unmasked Estep 
Score: -2278141.500000 Penalty: 3188.785156
	Iteration 22Q: 3 clusters Score -2278142 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8303 members 
Mstep: Class 2 contains 9942 members 
Entering Unmasked Estep 
Score: -2278205.250000 Penalty: 3188.785156
	Iteration 23Q: 3 clusters Score -2278205 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8415 members 
Mstep: Class 2 contains 9830 members 
Entering Unmasked Estep 
Score: -2278239.250000 Penalty: 3188.785156
	Iteration 24Q: 3 clusters Score -2278239 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8518 members 
Mstep: Class 2 contains 9727 members 
Entering Unmasked Estep 
Score: -2278293.000000 Penalty: 3188.785156
	Iteration 25Q: 3 clusters Score -2278293 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8625 members 
Mstep: Class 2 contains 9620 members 
Entering Unmasked Estep 
Score: -2278332.250000 Penalty: 3188.785156
	Iteration 26Q: 3 clusters Score -2278332 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8755 members 
Mstep: Class 2 contains 9490 members 
Entering Unmasked Estep 
Score: -2278381.750000 Penalty: 3188.785156
	Iteration 27Q: 3 clusters Score -2278382 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8893 members 
Mstep: Class 2 contains 9352 members 
Entering Unmasked Estep 
Score: -2278431.500000 Penalty: 3188.785156
	Iteration 28Q: 3 clusters Score -2278432 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9013 members 
Mstep: Class 2 contains 9232 members 
Entering Unmasked Estep 
Score: -2278476.500000 Penalty: 3188.785156
	Iteration 29Q: 3 clusters Score -2278476 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9150 members 
Mstep: Class 2 contains 9095 members 
Entering Unmasked Estep 
Score: -2278533.250000 Penalty: 3188.785156
	Iteration 30Q: 3 clusters Score -2278533 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9285 members 
Mstep: Class 2 contains 8960 members 
Entering Unmasked Estep 
Score: -2278580.000000 Penalty: 3188.785156
	Iteration 31Q: 3 clusters Score -2278580 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9396 members 
Mstep: Class 2 contains 8849 members 
Entering Unmasked Estep 
Score: -2278609.750000 Penalty: 3188.785156
	Iteration 32Q: 3 clusters Score -2278610 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9482 members 
Mstep: Class 2 contains 8763 members 
Entering Unmasked Estep 
Score: -2278635.500000 Penalty: 3188.785156
	Iteration 33Q: 3 clusters Score -2278636 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9552 members 
Mstep: Class 2 contains 8693 members 
Entering Unmasked Estep 
Score: -2278654.250000 Penalty: 3188.785156
	Iteration 34Q: 3 clusters Score -2278654 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9622 members 
Mstep: Class 2 contains 8623 members 
Entering Unmasked Estep 
Score: -2278671.000000 Penalty: 3188.785156
	Iteration 35Q: 3 clusters Score -2278671 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9666 members 
Mstep: Class 2 contains 8579 members 
Entering Unmasked Estep 
Score: -2278686.250000 Penalty: 3188.785156
	Iteration 36Q: 3 clusters Score -2278686 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9715 members 
Mstep: Class 2 contains 8530 members 
Entering Unmasked Estep 
Score: -2278700.000000 Penalty: 3188.785156
	Iteration 37Q: 3 clusters Score -2278700 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9775 members 
Mstep: Class 2 contains 8470 members 
Entering Unmasked Estep 
Score: -2278704.000000 Penalty: 3188.785156
	Iteration 38Q: 3 clusters Score -2278704 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9825 members 
Mstep: Class 2 contains 8420 members 
Entering Unmasked Estep 
Score: -2278712.250000 Penalty: 3188.785156
	Iteration 39Q: 3 clusters Score -2278712 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9881 members 
Mstep: Class 2 contains 8364 members 
Entering Unmasked Estep 
Score: -2278720.000000 Penalty: 3188.785156
	Iteration 40F: 3 clusters Score -2278720 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9927 members 
Mstep: Class 2 contains 8318 members 
Entering Unmasked Estep 
Score: -2278733.750000 Penalty: 3188.785156
	Iteration 41Q: 3 clusters Score -2278734 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9974 members 
Mstep: Class 2 contains 8271 members 
Entering Unmasked Estep 
Score: -2278736.750000 Penalty: 3188.785156
	Iteration 42Q: 3 clusters Score -2278737 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10014 members 
Mstep: Class 2 contains 8231 members 
Entering Unmasked Estep 
Score: -2278739.500000 Penalty: 3188.785156
	Iteration 43Q: 3 clusters Score -2278740 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10046 members 
Mstep: Class 2 contains 8199 members 
Entering Unmasked Estep 
Score: -2278747.000000 Penalty: 3188.785156
	Iteration 44Q: 3 clusters Score -2278747 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10069 members 
Mstep: Class 2 contains 8176 members 
Entering Unmasked Estep 
Score: -2278747.500000 Penalty: 3188.785156
	Iteration 45Q: 3 clusters Score -2278748 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10082 members 
Mstep: Class 2 contains 8163 members 
Entering Unmasked Estep 
Score: -2278746.750000 Penalty: 3188.785156
	Iteration 46Q: 3 clusters Score -2278747 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10094 members 
Mstep: Class 2 contains 8151 members 
Entering Unmasked Estep 
Score: -2278749.500000 Penalty: 3188.785156
	Iteration 47Q: 3 clusters Score -2278750 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10105 members 
Mstep: Class 2 contains 8140 members 
Entering Unmasked Estep 
Score: -2278749.250000 Penalty: 3188.785156
	Iteration 48Q: 3 clusters Score -2278749 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10114 members 
Mstep: Class 2 contains 8131 members 
Entering Unmasked Estep 
Score: -2278752.500000 Penalty: 3188.785156
	Iteration 49Q: 3 clusters Score -2278752 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10122 members 
Mstep: Class 2 contains 8123 members 
Entering Unmasked Estep 
Score: -2278748.000000 Penalty: 3188.785156
	Iteration 50Q: 3 clusters Score -2278748 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10129 members 
Mstep: Class 2 contains 8116 members 
Entering Unmasked Estep 
Score: -2278750.250000 Penalty: 3188.785156
	Iteration 51Q: 3 clusters Score -2278750 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10135 members 
Mstep: Class 2 contains 8110 members 
Entering Unmasked Estep 
Score: -2278749.500000 Penalty: 3188.785156
	Iteration 52Q: 3 clusters Score -2278750 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10140 members 
Mstep: Class 2 contains 8105 members 
Entering Unmasked Estep 
Score: -2278750.250000 Penalty: 3188.785156
	Iteration 53Q: 3 clusters Score -2278750 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10146 members 
Mstep: Class 2 contains 8099 members 
Entering Unmasked Estep 
Score: -2278747.000000 Penalty: 3188.785156
	Iteration 54Q: 3 clusters Score -2278747 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10153 members 
Mstep: Class 2 contains 8092 members 
Entering Unmasked Estep 
Score: -2278749.750000 Penalty: 3188.785156
	Iteration 55Q: 3 clusters Score -2278750 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10158 members 
Mstep: Class 2 contains 8087 members 
Entering Unmasked Estep 
Score: -2278746.750000 Penalty: 3188.785156
	Iteration 56Q: 3 clusters Score -2278747 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10164 members 
Mstep: Class 2 contains 8081 members 
Entering Unmasked Estep 
Score: -2278749.750000 Penalty: 3188.785156
	Iteration 57Q: 3 clusters Score -2278750 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10171 members 
Mstep: Class 2 contains 8074 members 
Entering Unmasked Estep 
Score: -2278749.500000 Penalty: 3188.785156
	Iteration 58Q: 3 clusters Score -2278750 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10175 members 
Mstep: Class 2 contains 8070 members 
Entering Unmasked Estep 
Score: -2278751.500000 Penalty: 3188.785156
	Iteration 59Q: 3 clusters Score -2278752 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10180 members 
Mstep: Class 2 contains 8065 members 
Entering Unmasked Estep 
Score: -2278750.750000 Penalty: 3188.785156
	Iteration 60F: 3 clusters Score -2278751 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10183 members 
Mstep: Class 2 contains 8062 members 
Entering Unmasked Estep 
Score: -2278753.250000 Penalty: 3188.785156
	Iteration 61Q: 3 clusters Score -2278753 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10186 members 
Mstep: Class 2 contains 8059 members 
Entering Unmasked Estep 
Score: -2278748.250000 Penalty: 3188.785156
	Iteration 62Q: 3 clusters Score -2278748 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10192 members 
Mstep: Class 2 contains 8053 members 
Entering Unmasked Estep 
Score: -2278748.000000 Penalty: 3188.785156
	Iteration 63Q: 3 clusters Score -2278748 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10198 members 
Mstep: Class 2 contains 8047 members 
Entering Unmasked Estep 
Score: -2278750.250000 Penalty: 3188.785156
	Iteration 64Q: 3 clusters Score -2278750 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10206 members 
Mstep: Class 2 contains 8039 members 
Entering Unmasked Estep 
Score: -2278750.500000 Penalty: 3188.785156
	Iteration 65Q: 3 clusters Score -2278750 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10211 members 
Mstep: Class 2 contains 8034 members 
Entering Unmasked Estep 
Score: -2278749.250000 Penalty: 3188.785156
	Iteration 66Q: 3 clusters Score -2278749 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10215 members 
Mstep: Class 2 contains 8030 members 
Entering Unmasked Estep 
Score: -2278752.500000 Penalty: 3188.785156
	Iteration 67Q: 3 clusters Score -2278752 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10222 members 
Mstep: Class 2 contains 8023 members 
Entering Unmasked Estep 
Score: -2278753.000000 Penalty: 3188.785156
	Iteration 68Q: 3 clusters Score -2278753 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10227 members 
Mstep: Class 2 contains 8018 members 
Entering Unmasked Estep 
Score: -2278753.000000 Penalty: 3188.785156
	Iteration 69Q: 3 clusters Score -2278753 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10231 members 
Mstep: Class 2 contains 8014 members 
Entering Unmasked Estep 
Score: -2278750.250000 Penalty: 3188.785156
	Iteration 70Q: 3 clusters Score -2278750 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10234 members 
Mstep: Class 2 contains 8011 members 
Entering Unmasked Estep 
Score: -2278752.000000 Penalty: 3188.785156
	Iteration 71Q: 3 clusters Score -2278752 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10235 members 
Mstep: Class 2 contains 8010 members 
Entering Unmasked Estep 
Score: -2278753.750000 Penalty: 3188.785156
	Iteration 72Q: 3 clusters Score -2278754 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10236 members 
Mstep: Class 2 contains 8009 members 
Entering Unmasked Estep 
Score: -2278754.000000 Penalty: 3188.785156
	Iteration 73Q: 3 clusters Score -2278754 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10238 members 
Mstep: Class 2 contains 8007 members 
Entering Unmasked Estep 
Score: -2278756.000000 Penalty: 3188.785156
	Iteration 74Q: 3 clusters Score -2278756 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10241 members 
Mstep: Class 2 contains 8004 members 
Entering Unmasked Estep 
Score: -2278755.250000 Penalty: 3188.785156
	Iteration 75Q: 3 clusters Score -2278755 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10244 members 
Mstep: Class 2 contains 8001 members 
Entering Unmasked Estep 
Score: -2278758.250000 Penalty: 3188.785156
	Iteration 76Q: 3 clusters Score -2278758 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10246 members 
Mstep: Class 2 contains 7999 members 
Entering Unmasked Estep 
Score: -2278761.250000 Penalty: 3188.785156
	Iteration 77Q: 3 clusters Score -2278761 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10247 members 
Mstep: Class 2 contains 7998 members 
Entering Unmasked Estep 
Score: -2278759.250000 Penalty: 3188.785156
	Iteration 78Q: 3 clusters Score -2278759 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10248 members 
Mstep: Class 2 contains 7997 members 
Entering Unmasked Estep 
Score: -2278759.500000 Penalty: 3188.785156
	Iteration 79Q: 3 clusters Score -2278760 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10250 members 
Mstep: Class 2 contains 7995 members 
Entering Unmasked Estep 
Score: -2278759.250000 Penalty: 3188.785156
	Iteration 80F: 3 clusters Score -2278759 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10251 members 
Mstep: Class 2 contains 7994 members 
Entering Unmasked Estep 
Score: -2278760.500000 Penalty: 3188.785156
	Iteration 81Q: 3 clusters Score -2278760 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10253 members 
Mstep: Class 2 contains 7992 members 
Entering Unmasked Estep 
Score: -2278759.750000 Penalty: 3188.785156
	Iteration 82Q: 3 clusters Score -2278760 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10256 members 
Mstep: Class 2 contains 7989 members 
Entering Unmasked Estep 
Score: -2278764.750000 Penalty: 3188.785156
	Iteration 83Q: 3 clusters Score -2278765 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10259 members 
Mstep: Class 2 contains 7986 members 
Entering Unmasked Estep 
Score: -2278762.250000 Penalty: 3188.785156
	Iteration 84Q: 3 clusters Score -2278762 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10263 members 
Mstep: Class 2 contains 7982 members 
Entering Unmasked Estep 
Score: -2278761.500000 Penalty: 3188.785156
	Iteration 85Q: 3 clusters Score -2278762 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10266 members 
Mstep: Class 2 contains 7979 members 
Entering Unmasked Estep 
Score: -2278759.000000 Penalty: 3188.785156
	Iteration 86Q: 3 clusters Score -2278759 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10269 members 
Mstep: Class 2 contains 7976 members 
Entering Unmasked Estep 
Score: -2278760.750000 Penalty: 3188.785156
	Iteration 87Q: 3 clusters Score -2278761 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10273 members 
Mstep: Class 2 contains 7972 members 
Entering Unmasked Estep 
Score: -2278763.250000 Penalty: 3188.785156
	Iteration 88Q: 3 clusters Score -2278763 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10275 members 
Mstep: Class 2 contains 7970 members 
Entering Unmasked Estep 
Score: -2278759.250000 Penalty: 3188.785156
	Iteration 89Q: 3 clusters Score -2278759 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10278 members 
Mstep: Class 2 contains 7967 members 
Entering Unmasked Estep 
Score: -2278760.000000 Penalty: 3188.785156
	Iteration 90Q: 3 clusters Score -2278760 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10282 members 
Mstep: Class 2 contains 7963 members 
Entering Unmasked Estep 
Score: -2278764.500000 Penalty: 3188.785156
	Iteration 91Q: 3 clusters Score -2278764 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10288 members 
Mstep: Class 2 contains 7957 members 
Entering Unmasked Estep 
Score: -2278764.250000 Penalty: 3188.785156
	Iteration 92Q: 3 clusters Score -2278764 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10296 members 
Mstep: Class 2 contains 7949 members 
Entering Unmasked Estep 
Score: -2278763.500000 Penalty: 3188.785156
	Iteration 93Q: 3 clusters Score -2278764 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10304 members 
Mstep: Class 2 contains 7941 members 
Entering Unmasked Estep 
Score: -2278761.750000 Penalty: 3188.785156
	Iteration 94Q: 3 clusters Score -2278762 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10309 members 
Mstep: Class 2 contains 7936 members 
Entering Unmasked Estep 
Score: -2278767.750000 Penalty: 3188.785156
	Iteration 95Q: 3 clusters Score -2278768 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10311 members 
Mstep: Class 2 contains 7934 members 
Entering Unmasked Estep 
Score: -2278764.250000 Penalty: 3188.785156
	Iteration 96Q: 3 clusters Score -2278764 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10314 members 
Mstep: Class 2 contains 7931 members 
Entering Unmasked Estep 
Score: -2278761.000000 Penalty: 3188.785156
	Iteration 97Q: 3 clusters Score -2278761 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10316 members 
Mstep: Class 2 contains 7929 members 
Entering Unmasked Estep 
Score: -2278762.000000 Penalty: 3188.785156
	Iteration 98Q: 3 clusters Score -2278762 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10318 members 
Mstep: Class 2 contains 7927 members 
Entering Unmasked Estep 
Score: -2278763.250000 Penalty: 3188.785156
	Iteration 99Q: 3 clusters Score -2278763 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10318 members 
Mstep: Class 2 contains 7927 members 
Entering Unmasked Estep 
Score: -2278763.250000 Penalty: 3188.785156
	Iteration 100F: 3 clusters Score -2278763 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (146813 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146813 members 
Entering Unmasked Estep 
Score: -18880018.000000 Penalty: 1933.248657
	Iteration 0F: 2 clusters Score -1.888002e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73434 members 
Mstep: Class 2 contains 73379 members 
Entering Unmasked Estep 
Score: -18799434.000000 Penalty: 3866.497314
	Iteration 0F: 3 clusters Score -1.879943e+07 nChanged 70498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75008 members 
Mstep: Class 2 contains 71805 members 
Entering Unmasked Estep 
Score: -18840872.000000 Penalty: 3866.497314
	Iteration 1F: 3 clusters Score -1.884087e+07 nChanged 4578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76082 members 
Mstep: Class 2 contains 70731 members 
Entering Unmasked Estep 
Score: -18841952.000000 Penalty: 3866.497314
	Iteration 2Q: 3 clusters Score -1.884195e+07 nChanged 5032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77596 members 
Mstep: Class 2 contains 69217 members 
Entering Unmasked Estep 
Score: -18843244.000000 Penalty: 3866.497314
	Iteration 3Q: 3 clusters Score -1.884324e+07 nChanged 5592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79836 members 
Mstep: Class 2 contains 66977 members 
Entering Unmasked Estep 
Score: -18844934.000000 Penalty: 3866.497314
	Iteration 4Q: 3 clusters Score -1.884493e+07 nChanged 6212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82970 members 
Mstep: Class 2 contains 63843 members 
Entering Unmasked Estep 
Score: -18847140.000000 Penalty: 3866.497314
	Iteration 5Q: 3 clusters Score -1.884714e+07 nChanged 7290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87240 members 
Mstep: Class 2 contains 59573 members 
Entering Unmasked Estep 
Score: -18850294.000000 Penalty: 3866.497314
	Iteration 6Q: 3 clusters Score -1.885029e+07 nChanged 8004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92158 members 
Mstep: Class 2 contains 54655 members 
Entering Unmasked Estep 
Score: -18854934.000000 Penalty: 3866.497314
	Iteration 7F: 3 clusters Score -1.885493e+07 nChanged 8788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96868 members 
Mstep: Class 2 contains 49945 members 
Entering Unmasked Estep 
Score: -18861166.000000 Penalty: 3866.497314
	Iteration 8F: 3 clusters Score -1.886117e+07 nChanged 8701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100477 members 
Mstep: Class 2 contains 46336 members 
Entering Unmasked Estep 
Score: -18867228.000000 Penalty: 3866.497314
	Iteration 9F: 3 clusters Score -1.886723e+07 nChanged 7246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102667 members 
Mstep: Class 2 contains 44146 members 
Entering Unmasked Estep 
Score: -18870782.000000 Penalty: 3866.497314
	Iteration 10Q: 3 clusters Score -1.887078e+07 nChanged 4920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104021 members 
Mstep: Class 2 contains 42792 members 
Entering Unmasked Estep 
Score: -18872130.000000 Penalty: 3866.497314
	Iteration 11Q: 3 clusters Score -1.887213e+07 nChanged 2908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105145 members 
Mstep: Class 2 contains 41668 members 
Entering Unmasked Estep 
Score: -18872590.000000 Penalty: 3866.497314
	Iteration 12Q: 3 clusters Score -1.887259e+07 nChanged 1929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106170 members 
Mstep: Class 2 contains 40643 members 
Entering Unmasked Estep 
Score: -18872836.000000 Penalty: 3866.497314
	Iteration 13Q: 3 clusters Score -1.887284e+07 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107124 members 
Mstep: Class 2 contains 39689 members 
Entering Unmasked Estep 
Score: -18873028.000000 Penalty: 3866.497314
	Iteration 14Q: 3 clusters Score -1.887303e+07 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108039 members 
Mstep: Class 2 contains 38774 members 
Entering Unmasked Estep 
Score: -18873134.000000 Penalty: 3866.497314
	Iteration 15Q: 3 clusters Score -1.887313e+07 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108913 members 
Mstep: Class 2 contains 37900 members 
Entering Unmasked Estep 
Score: -18873188.000000 Penalty: 3866.497314
	Iteration 16Q: 3 clusters Score -1.887319e+07 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109772 members 
Mstep: Class 2 contains 37041 members 
Entering Unmasked Estep 
Score: -18873230.000000 Penalty: 3866.497314
	Iteration 17Q: 3 clusters Score -1.887323e+07 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110661 members 
Mstep: Class 2 contains 36152 members 
Entering Unmasked Estep 
Score: -18873326.000000 Penalty: 3866.497314
	Iteration 18Q: 3 clusters Score -1.887333e+07 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111575 members 
Mstep: Class 2 contains 35238 members 
Entering Unmasked Estep 
Score: -18873450.000000 Penalty: 3866.497314
	Iteration 19Q: 3 clusters Score -1.887345e+07 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112433 members 
Mstep: Class 2 contains 34380 members 
Entering Unmasked Estep 
Score: -18873602.000000 Penalty: 3866.497314
	Iteration 20F: 3 clusters Score -1.88736e+07 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113281 members 
Mstep: Class 2 contains 33532 members 
Entering Unmasked Estep 
Score: -18873718.000000 Penalty: 3866.497314
	Iteration 21Q: 3 clusters Score -1.887372e+07 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114090 members 
Mstep: Class 2 contains 32723 members 
Entering Unmasked Estep 
Score: -18873778.000000 Penalty: 3866.497314
	Iteration 22Q: 3 clusters Score -1.887378e+07 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114850 members 
Mstep: Class 2 contains 31963 members 
Entering Unmasked Estep 
Score: -18873960.000000 Penalty: 3866.497314
	Iteration 23Q: 3 clusters Score -1.887396e+07 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115562 members 
Mstep: Class 2 contains 31251 members 
Entering Unmasked Estep 
Score: -18874018.000000 Penalty: 3866.497314
	Iteration 24Q: 3 clusters Score -1.887402e+07 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116284 members 
Mstep: Class 2 contains 30529 members 
Entering Unmasked Estep 
Score: -18874112.000000 Penalty: 3866.497314
	Iteration 25Q: 3 clusters Score -1.887411e+07 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117005 members 
Mstep: Class 2 contains 29808 members 
Entering Unmasked Estep 
Score: -18874146.000000 Penalty: 3866.497314
	Iteration 26Q: 3 clusters Score -1.887415e+07 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117730 members 
Mstep: Class 2 contains 29083 members 
Entering Unmasked Estep 
Score: -18874204.000000 Penalty: 3866.497314
	Iteration 27Q: 3 clusters Score -1.88742e+07 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118440 members 
Mstep: Class 2 contains 28373 members 
Entering Unmasked Estep 
Score: -18874266.000000 Penalty: 3866.497314
	Iteration 28Q: 3 clusters Score -1.887427e+07 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119128 members 
Mstep: Class 2 contains 27685 members 
Entering Unmasked Estep 
Score: -18874350.000000 Penalty: 3866.497314
	Iteration 29Q: 3 clusters Score -1.887435e+07 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119827 members 
Mstep: Class 2 contains 26986 members 
Entering Unmasked Estep 
Score: -18874390.000000 Penalty: 3866.497314
	Iteration 30Q: 3 clusters Score -1.887439e+07 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120557 members 
Mstep: Class 2 contains 26256 members 
Entering Unmasked Estep 
Score: -18874518.000000 Penalty: 3866.497314
	Iteration 31Q: 3 clusters Score -1.887452e+07 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121259 members 
Mstep: Class 2 contains 25554 members 
Entering Unmasked Estep 
Score: -18874640.000000 Penalty: 3866.497314
	Iteration 32Q: 3 clusters Score -1.887464e+07 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121966 members 
Mstep: Class 2 contains 24847 members 
Entering Unmasked Estep 
Score: -18874690.000000 Penalty: 3866.497314
	Iteration 33Q: 3 clusters Score -1.887469e+07 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122722 members 
Mstep: Class 2 contains 24091 members 
Entering Unmasked Estep 
Score: -18874778.000000 Penalty: 3866.497314
	Iteration 34Q: 3 clusters Score -1.887478e+07 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123438 members 
Mstep: Class 2 contains 23375 members 
Entering Unmasked Estep 
Score: -18874800.000000 Penalty: 3866.497314
	Iteration 35Q: 3 clusters Score -1.88748e+07 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124109 members 
Mstep: Class 2 contains 22704 members 
Entering Unmasked Estep 
Score: -18874856.000000 Penalty: 3866.497314
	Iteration 36Q: 3 clusters Score -1.887486e+07 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124726 members 
Mstep: Class 2 contains 22087 members 
Entering Unmasked Estep 
Score: -18874836.000000 Penalty: 3866.497314
	Iteration 37Q: 3 clusters Score -1.887484e+07 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125362 members 
Mstep: Class 2 contains 21451 members 
Entering Unmasked Estep 
Score: -18874876.000000 Penalty: 3866.497314
	Iteration 38Q: 3 clusters Score -1.887488e+07 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125937 members 
Mstep: Class 2 contains 20876 members 
Entering Unmasked Estep 
Score: -18874908.000000 Penalty: 3866.497314
	Iteration 39Q: 3 clusters Score -1.887491e+07 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126580 members 
Mstep: Class 2 contains 20233 members 
Entering Unmasked Estep 
Score: -18875028.000000 Penalty: 3866.497314
	Iteration 40F: 3 clusters Score -1.887503e+07 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127223 members 
Mstep: Class 2 contains 19590 members 
Entering Unmasked Estep 
Score: -18875068.000000 Penalty: 3866.497314
	Iteration 41Q: 3 clusters Score -1.887507e+07 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127826 members 
Mstep: Class 2 contains 18987 members 
Entering Unmasked Estep 
Score: -18875024.000000 Penalty: 3866.497314
	Iteration 42Q: 3 clusters Score -1.887502e+07 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128394 members 
Mstep: Class 2 contains 18419 members 
Entering Unmasked Estep 
Score: -18875022.000000 Penalty: 3866.497314
	Iteration 43Q: 3 clusters Score -1.887502e+07 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128939 members 
Mstep: Class 2 contains 17874 members 
Entering Unmasked Estep 
Score: -18875128.000000 Penalty: 3866.497314
	Iteration 44Q: 3 clusters Score -1.887513e+07 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129454 members 
Mstep: Class 2 contains 17359 members 
Entering Unmasked Estep 
Score: -18875130.000000 Penalty: 3866.497314
	Iteration 45Q: 3 clusters Score -1.887513e+07 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129960 members 
Mstep: Class 2 contains 16853 members 
Entering Unmasked Estep 
Score: -18875204.000000 Penalty: 3866.497314
	Iteration 46Q: 3 clusters Score -1.88752e+07 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130489 members 
Mstep: Class 2 contains 16324 members 
Entering Unmasked Estep 
Score: -18875276.000000 Penalty: 3866.497314
	Iteration 47Q: 3 clusters Score -1.887528e+07 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130985 members 
Mstep: Class 2 contains 15828 members 
Entering Unmasked Estep 
Score: -18875310.000000 Penalty: 3866.497314
	Iteration 48Q: 3 clusters Score -1.887531e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131468 members 
Mstep: Class 2 contains 15345 members 
Entering Unmasked Estep 
Score: -18875368.000000 Penalty: 3866.497314
	Iteration 49Q: 3 clusters Score -1.887537e+07 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131975 members 
Mstep: Class 2 contains 14838 members 
Entering Unmasked Estep 
Score: -18875498.000000 Penalty: 3866.497314
	Iteration 50Q: 3 clusters Score -1.88755e+07 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132478 members 
Mstep: Class 2 contains 14335 members 
Entering Unmasked Estep 
Score: -18875556.000000 Penalty: 3866.497314
	Iteration 51Q: 3 clusters Score -1.887556e+07 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132988 members 
Mstep: Class 2 contains 13825 members 
Entering Unmasked Estep 
Score: -18875652.000000 Penalty: 3866.497314
	Iteration 52Q: 3 clusters Score -1.887565e+07 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133490 members 
Mstep: Class 2 contains 13323 members 
Entering Unmasked Estep 
Score: -18875744.000000 Penalty: 3866.497314
	Iteration 53Q: 3 clusters Score -1.887574e+07 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133996 members 
Mstep: Class 2 contains 12817 members 
Entering Unmasked Estep 
Score: -18875818.000000 Penalty: 3866.497314
	Iteration 54Q: 3 clusters Score -1.887582e+07 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134529 members 
Mstep: Class 2 contains 12284 members 
Entering Unmasked Estep 
Score: -18875872.000000 Penalty: 3866.497314
	Iteration 55Q: 3 clusters Score -1.887587e+07 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135064 members 
Mstep: Class 2 contains 11749 members 
Entering Unmasked Estep 
Score: -18875970.000000 Penalty: 3866.497314
	Iteration 56Q: 3 clusters Score -1.887597e+07 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135614 members 
Mstep: Class 2 contains 11199 members 
Entering Unmasked Estep 
Score: -18876142.000000 Penalty: 3866.497314
	Iteration 57Q: 3 clusters Score -1.887614e+07 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136166 members 
Mstep: Class 2 contains 10647 members 
Entering Unmasked Estep 
Score: -18876206.000000 Penalty: 3866.497314
	Iteration 58Q: 3 clusters Score -1.887621e+07 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136681 members 
Mstep: Class 2 contains 10132 members 
Entering Unmasked Estep 
Score: -18876358.000000 Penalty: 3866.497314
	Iteration 59Q: 3 clusters Score -1.887636e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137194 members 
Mstep: Class 2 contains 9619 members 
Entering Unmasked Estep 
Score: -18876496.000000 Penalty: 3866.497314
	Iteration 60F: 3 clusters Score -1.88765e+07 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137706 members 
Mstep: Class 2 contains 9107 members 
Entering Unmasked Estep 
Score: -18876562.000000 Penalty: 3866.497314
	Iteration 61Q: 3 clusters Score -1.887656e+07 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138196 members 
Mstep: Class 2 contains 8617 members 
Entering Unmasked Estep 
Score: -18876672.000000 Penalty: 3866.497314
	Iteration 62Q: 3 clusters Score -1.887667e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138695 members 
Mstep: Class 2 contains 8118 members 
Entering Unmasked Estep 
Score: -18876736.000000 Penalty: 3866.497314
	Iteration 63Q: 3 clusters Score -1.887674e+07 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139191 members 
Mstep: Class 2 contains 7622 members 
Entering Unmasked Estep 
Score: -18876828.000000 Penalty: 3866.497314
	Iteration 64Q: 3 clusters Score -1.887683e+07 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139669 members 
Mstep: Class 2 contains 7144 members 
Entering Unmasked Estep 
Score: -18877082.000000 Penalty: 3866.497314
	Iteration 65Q: 3 clusters Score -1.887708e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140150 members 
Mstep: Class 2 contains 6663 members 
Entering Unmasked Estep 
Score: -18877242.000000 Penalty: 3866.497314
	Iteration 66Q: 3 clusters Score -1.887724e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140593 members 
Mstep: Class 2 contains 6220 members 
Entering Unmasked Estep 
Score: -18877358.000000 Penalty: 3866.497314
	Iteration 67Q: 3 clusters Score -1.887736e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141018 members 
Mstep: Class 2 contains 5795 members 
Entering Unmasked Estep 
Score: -18877498.000000 Penalty: 3866.497314
	Iteration 68Q: 3 clusters Score -1.88775e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141458 members 
Mstep: Class 2 contains 5355 members 
Entering Unmasked Estep 
Score: -18877534.000000 Penalty: 3866.497314
	Iteration 69Q: 3 clusters Score -1.887753e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141887 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -18877660.000000 Penalty: 3866.497314
	Iteration 70Q: 3 clusters Score -1.887766e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142319 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -18877896.000000 Penalty: 3866.497314
	Iteration 71Q: 3 clusters Score -1.88779e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142729 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -18878042.000000 Penalty: 3866.497314
	Iteration 72Q: 3 clusters Score -1.887804e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143099 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -18878118.000000 Penalty: 3866.497314
	Iteration 73Q: 3 clusters Score -1.887812e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143459 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -18878276.000000 Penalty: 3866.497314
	Iteration 74Q: 3 clusters Score -1.887828e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143759 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -18878398.000000 Penalty: 3866.497314
	Iteration 75Q: 3 clusters Score -1.88784e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144032 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -18878480.000000 Penalty: 3866.497314
	Iteration 76Q: 3 clusters Score -1.887848e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144290 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -18878512.000000 Penalty: 3866.497314
	Iteration 77Q: 3 clusters Score -1.887851e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144497 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -18878574.000000 Penalty: 3866.497314
	Iteration 78Q: 3 clusters Score -1.887857e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144670 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -18878606.000000 Penalty: 3866.497314
	Iteration 79Q: 3 clusters Score -1.887861e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144815 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -18878656.000000 Penalty: 3866.497314
	Iteration 80F: 3 clusters Score -1.887866e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144937 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -18878668.000000 Penalty: 3866.497314
	Iteration 81Q: 3 clusters Score -1.887867e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145036 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -18878710.000000 Penalty: 3866.497314
	Iteration 82Q: 3 clusters Score -1.887871e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145109 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -18878786.000000 Penalty: 3866.497314
	Iteration 83Q: 3 clusters Score -1.887879e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145184 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -18878804.000000 Penalty: 3866.497314
	Iteration 84Q: 3 clusters Score -1.88788e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145248 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -18878800.000000 Penalty: 3866.497314
	Iteration 85Q: 3 clusters Score -1.88788e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145302 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -18878798.000000 Penalty: 3866.497314
	Iteration 86Q: 3 clusters Score -1.88788e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145333 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -18878798.000000 Penalty: 3866.497314
	Iteration 87Q: 3 clusters Score -1.88788e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145367 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -18878812.000000 Penalty: 3866.497314
	Iteration 88Q: 3 clusters Score -1.887881e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145403 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -18878810.000000 Penalty: 3866.497314
	Iteration 89Q: 3 clusters Score -1.887881e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145426 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -18878818.000000 Penalty: 3866.497314
	Iteration 90Q: 3 clusters Score -1.887882e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145453 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -18878828.000000 Penalty: 3866.497314
	Iteration 91Q: 3 clusters Score -1.887883e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145485 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -18878848.000000 Penalty: 3866.497314
	Iteration 92Q: 3 clusters Score -1.887885e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145516 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -18878844.000000 Penalty: 3866.497314
	Iteration 93Q: 3 clusters Score -1.887884e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145538 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -18878852.000000 Penalty: 3866.497314
	Iteration 94Q: 3 clusters Score -1.887885e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145555 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -18878856.000000 Penalty: 3866.497314
	Iteration 95Q: 3 clusters Score -1.887886e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145573 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -18878848.000000 Penalty: 3866.497314
	Iteration 96Q: 3 clusters Score -1.887885e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145591 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -18878852.000000 Penalty: 3866.497314
	Iteration 97Q: 3 clusters Score -1.887885e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145605 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -18878844.000000 Penalty: 3866.497314
	Iteration 98Q: 3 clusters Score -1.887884e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145616 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -18878844.000000 Penalty: 3866.497314
	Iteration 99Q: 3 clusters Score -1.887884e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145636 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -18878868.000000 Penalty: 3866.497314
	Iteration 100F: 3 clusters Score -1.887887e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145648 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -18878842.000000 Penalty: 3866.497314
	Iteration 101Q: 3 clusters Score -1.887884e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145659 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -18878848.000000 Penalty: 3866.497314
	Iteration 102Q: 3 clusters Score -1.887885e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145670 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -18878838.000000 Penalty: 3866.497314
	Iteration 103Q: 3 clusters Score -1.887884e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145679 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -18878848.000000 Penalty: 3866.497314
	Iteration 104Q: 3 clusters Score -1.887885e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145686 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -18878848.000000 Penalty: 3866.497314
	Iteration 105Q: 3 clusters Score -1.887885e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145691 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -18878852.000000 Penalty: 3866.497314
	Iteration 106Q: 3 clusters Score -1.887885e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145698 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -18878856.000000 Penalty: 3866.497314
	Iteration 107Q: 3 clusters Score -1.887886e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145703 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -18878854.000000 Penalty: 3866.497314
	Iteration 108Q: 3 clusters Score -1.887885e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145706 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -18878856.000000 Penalty: 3866.497314
	Iteration 109Q: 3 clusters Score -1.887886e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145708 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -18878858.000000 Penalty: 3866.497314
	Iteration 110Q: 3 clusters Score -1.887886e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145712 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -18878866.000000 Penalty: 3866.497314
	Iteration 111Q: 3 clusters Score -1.887887e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145716 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -18878864.000000 Penalty: 3866.497314
	Iteration 112Q: 3 clusters Score -1.887886e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145718 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -18878856.000000 Penalty: 3866.497314
	Iteration 113Q: 3 clusters Score -1.887886e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145718 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -18878856.000000 Penalty: 3866.497314
	Iteration 114F: 3 clusters Score -1.887886e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (2502 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Entering Unmasked Estep 
Score: -311717.812500 Penalty: 1271.537476
	Iteration 0F: 2 clusters Score -311717.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -309319.500000 Penalty: 2543.074951
	Iteration 0F: 3 clusters Score -309319.5 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -309892.218750 Penalty: 2543.074951
	Iteration 1F: 3 clusters Score -309892.2 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -310021.312500 Penalty: 2543.074951
	Iteration 2F: 3 clusters Score -310021.3 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -310130.031250 Penalty: 2543.074951
	Iteration 3F: 3 clusters Score -310130 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -310229.937500 Penalty: 2543.074951
	Iteration 4Q: 3 clusters Score -310229.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -310373.375000 Penalty: 2543.074951
	Iteration 5F: 3 clusters Score -310373.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -310510.812500 Penalty: 2543.074951
	Iteration 6F: 3 clusters Score -310510.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -310604.187500 Penalty: 2543.074951
	Iteration 7Q: 3 clusters Score -310604.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -310669.343750 Penalty: 2543.074951
	Iteration 8Q: 3 clusters Score -310669.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -310728.593750 Penalty: 2543.074951
	Iteration 9Q: 3 clusters Score -310728.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -310776.218750 Penalty: 2543.074951
	Iteration 10Q: 3 clusters Score -310776.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -310816.312500 Penalty: 2543.074951
	Iteration 11Q: 3 clusters Score -310816.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -310851.531250 Penalty: 2543.074951
	Iteration 12Q: 3 clusters Score -310851.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -310883.000000 Penalty: 2543.074951
	Iteration 13Q: 3 clusters Score -310883 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -310898.781250 Penalty: 2543.074951
	Iteration 14Q: 3 clusters Score -310898.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -310905.718750 Penalty: 2543.074951
	Iteration 15Q: 3 clusters Score -310905.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -310910.937500 Penalty: 2543.074951
	Iteration 16Q: 3 clusters Score -310910.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -310913.750000 Penalty: 2543.074951
	Iteration 17Q: 3 clusters Score -310913.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -310914.812500 Penalty: 2543.074951
	Iteration 18Q: 3 clusters Score -310914.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -310916.031250 Penalty: 2543.074951
	Iteration 19Q: 3 clusters Score -310916 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -310919.281250 Penalty: 2543.074951
	Iteration 20F: 3 clusters Score -310919.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -310923.718750 Penalty: 2543.074951
	Iteration 21Q: 3 clusters Score -310923.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -310931.187500 Penalty: 2543.074951
	Iteration 22Q: 3 clusters Score -310931.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -310939.593750 Penalty: 2543.074951
	Iteration 23Q: 3 clusters Score -310939.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -310944.312500 Penalty: 2543.074951
	Iteration 24Q: 3 clusters Score -310944.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -310947.937500 Penalty: 2543.074951
	Iteration 25Q: 3 clusters Score -310947.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -310950.593750 Penalty: 2543.074951
	Iteration 26Q: 3 clusters Score -310950.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -310952.375000 Penalty: 2543.074951
	Iteration 27Q: 3 clusters Score -310952.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -310954.062500 Penalty: 2543.074951
	Iteration 28Q: 3 clusters Score -310954.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -310956.375000 Penalty: 2543.074951
	Iteration 29Q: 3 clusters Score -310956.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -310957.656250 Penalty: 2543.074951
	Iteration 30Q: 3 clusters Score -310957.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -310959.500000 Penalty: 2543.074951
	Iteration 31Q: 3 clusters Score -310959.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -310961.125000 Penalty: 2543.074951
	Iteration 32Q: 3 clusters Score -310961.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -310962.656250 Penalty: 2543.074951
	Iteration 33Q: 3 clusters Score -310962.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -310965.000000 Penalty: 2543.074951
	Iteration 34Q: 3 clusters Score -310965 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -310966.843750 Penalty: 2543.074951
	Iteration 35Q: 3 clusters Score -310966.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -310969.687500 Penalty: 2543.074951
	Iteration 36Q: 3 clusters Score -310969.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -310971.625000 Penalty: 2543.074951
	Iteration 37Q: 3 clusters Score -310971.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -310972.937500 Penalty: 2543.074951
	Iteration 38Q: 3 clusters Score -310972.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -310975.343750 Penalty: 2543.074951
	Iteration 39Q: 3 clusters Score -310975.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -310978.781250 Penalty: 2543.074951
	Iteration 40F: 3 clusters Score -310978.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -310979.093750 Penalty: 2543.074951
	Iteration 41Q: 3 clusters Score -310979.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -310980.500000 Penalty: 2543.074951
	Iteration 42Q: 3 clusters Score -310980.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -310981.406250 Penalty: 2543.074951
	Iteration 43Q: 3 clusters Score -310981.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -310981.500000 Penalty: 2543.074951
	Iteration 44Q: 3 clusters Score -310981.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -310982.062500 Penalty: 2543.074951
	Iteration 45Q: 3 clusters Score -310982.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -310982.062500 Penalty: 2543.074951
	Iteration 46F: 3 clusters Score -310982.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (17719 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17719 members 
Entering Unmasked Estep 
Score: -2231484.750000 Penalty: 1589.638794
	Iteration 0F: 2 clusters Score -2231485 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8866 members 
Mstep: Class 2 contains 8853 members 
Entering Unmasked Estep 
Score: -2219490.500000 Penalty: 3179.277588
	Iteration 0F: 3 clusters Score -2219490 nChanged 7849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8837 members 
Mstep: Class 2 contains 8882 members 
Entering Unmasked Estep 
Score: -2223836.000000 Penalty: 3179.277588
	Iteration 1F: 3 clusters Score -2223836 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8837 members 
Mstep: Class 2 contains 8882 members 
Entering Unmasked Estep 
Score: -2224155.750000 Penalty: 3179.277588
	Iteration 2Q: 3 clusters Score -2224156 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8892 members 
Mstep: Class 2 contains 8827 members 
Entering Unmasked Estep 
Score: -2224415.750000 Penalty: 3179.277588
	Iteration 3Q: 3 clusters Score -2224416 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8974 members 
Mstep: Class 2 contains 8745 members 
Entering Unmasked Estep 
Score: -2224669.750000 Penalty: 3179.277588
	Iteration 4Q: 3 clusters Score -2224670 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9092 members 
Mstep: Class 2 contains 8627 members 
Entering Unmasked Estep 
Score: -2224927.250000 Penalty: 3179.277588
	Iteration 5Q: 3 clusters Score -2224927 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9191 members 
Mstep: Class 2 contains 8528 members 
Entering Unmasked Estep 
Score: -2225186.500000 Penalty: 3179.277588
	Iteration 6Q: 3 clusters Score -2225186 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9304 members 
Mstep: Class 2 contains 8415 members 
Entering Unmasked Estep 
Score: -2225453.500000 Penalty: 3179.277588
	Iteration 7Q: 3 clusters Score -2225454 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9434 members 
Mstep: Class 2 contains 8285 members 
Entering Unmasked Estep 
Score: -2225725.000000 Penalty: 3179.277588
	Iteration 8Q: 3 clusters Score -2225725 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9603 members 
Mstep: Class 2 contains 8116 members 
Entering Unmasked Estep 
Score: -2225971.250000 Penalty: 3179.277588
	Iteration 9Q: 3 clusters Score -2225971 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9803 members 
Mstep: Class 2 contains 7916 members 
Entering Unmasked Estep 
Score: -2226253.000000 Penalty: 3179.277588
	Iteration 10Q: 3 clusters Score -2226253 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9984 members 
Mstep: Class 2 contains 7735 members 
Entering Unmasked Estep 
Score: -2226492.000000 Penalty: 3179.277588
	Iteration 11Q: 3 clusters Score -2226492 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10221 members 
Mstep: Class 2 contains 7498 members 
Entering Unmasked Estep 
Score: -2226730.500000 Penalty: 3179.277588
	Iteration 12Q: 3 clusters Score -2226730 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10515 members 
Mstep: Class 2 contains 7204 members 
Entering Unmasked Estep 
Score: -2226979.250000 Penalty: 3179.277588
	Iteration 13Q: 3 clusters Score -2226979 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10828 members 
Mstep: Class 2 contains 6891 members 
Entering Unmasked Estep 
Score: -2227258.000000 Penalty: 3179.277588
	Iteration 14Q: 3 clusters Score -2227258 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11147 members 
Mstep: Class 2 contains 6572 members 
Entering Unmasked Estep 
Score: -2227509.000000 Penalty: 3179.277588
	Iteration 15Q: 3 clusters Score -2227509 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11441 members 
Mstep: Class 2 contains 6278 members 
Entering Unmasked Estep 
Score: -2227738.000000 Penalty: 3179.277588
	Iteration 16Q: 3 clusters Score -2227738 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11742 members 
Mstep: Class 2 contains 5977 members 
Entering Unmasked Estep 
Score: -2227915.250000 Penalty: 3179.277588
	Iteration 17Q: 3 clusters Score -2227915 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12047 members 
Mstep: Class 2 contains 5672 members 
Entering Unmasked Estep 
Score: -2228074.250000 Penalty: 3179.277588
	Iteration 18Q: 3 clusters Score -2228074 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12344 members 
Mstep: Class 2 contains 5375 members 
Entering Unmasked Estep 
Score: -2228198.250000 Penalty: 3179.277588
	Iteration 19Q: 3 clusters Score -2228198 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12640 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
Score: -2228302.000000 Penalty: 3179.277588
	Iteration 20F: 3 clusters Score -2228302 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12941 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -2228423.250000 Penalty: 3179.277588
	Iteration 21Q: 3 clusters Score -2228423 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13268 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -2228572.000000 Penalty: 3179.277588
	Iteration 22Q: 3 clusters Score -2228572 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13574 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -2228693.750000 Penalty: 3179.277588
	Iteration 23Q: 3 clusters Score -2228694 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13897 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -2228848.000000 Penalty: 3179.277588
	Iteration 24Q: 3 clusters Score -2228848 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14203 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -2228996.250000 Penalty: 3179.277588
	Iteration 25Q: 3 clusters Score -2228996 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14487 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -2229130.250000 Penalty: 3179.277588
	Iteration 26Q: 3 clusters Score -2229130 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14769 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -2229270.750000 Penalty: 3179.277588
	Iteration 27Q: 3 clusters Score -2229271 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15013 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -2229391.000000 Penalty: 3179.277588
	Iteration 28Q: 3 clusters Score -2229391 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15257 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -2229511.000000 Penalty: 3179.277588
	Iteration 29Q: 3 clusters Score -2229511 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15475 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -2229637.250000 Penalty: 3179.277588
	Iteration 30Q: 3 clusters Score -2229637 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15667 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -2229747.500000 Penalty: 3179.277588
	Iteration 31Q: 3 clusters Score -2229748 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15825 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -2229818.750000 Penalty: 3179.277588
	Iteration 32Q: 3 clusters Score -2229819 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15971 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -2229892.750000 Penalty: 3179.277588
	Iteration 33Q: 3 clusters Score -2229893 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16096 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -2229959.500000 Penalty: 3179.277588
	Iteration 34Q: 3 clusters Score -2229960 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16196 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -2230000.250000 Penalty: 3179.277588
	Iteration 35Q: 3 clusters Score -2230000 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16268 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -2230031.000000 Penalty: 3179.277588
	Iteration 36Q: 3 clusters Score -2230031 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16344 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -2230068.500000 Penalty: 3179.277588
	Iteration 37Q: 3 clusters Score -2230068 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16414 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -2230098.250000 Penalty: 3179.277588
	Iteration 38Q: 3 clusters Score -2230098 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16470 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -2230121.500000 Penalty: 3179.277588
	Iteration 39Q: 3 clusters Score -2230122 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16515 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -2230150.250000 Penalty: 3179.277588
	Iteration 40F: 3 clusters Score -2230150 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16554 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -2230166.750000 Penalty: 3179.277588
	Iteration 41Q: 3 clusters Score -2230167 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16588 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -2230172.250000 Penalty: 3179.277588
	Iteration 42Q: 3 clusters Score -2230172 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16616 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -2230181.000000 Penalty: 3179.277588
	Iteration 43Q: 3 clusters Score -2230181 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16646 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -2230191.000000 Penalty: 3179.277588
	Iteration 44Q: 3 clusters Score -2230191 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16666 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -2230200.000000 Penalty: 3179.277588
	Iteration 45Q: 3 clusters Score -2230200 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16680 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -2230202.250000 Penalty: 3179.277588
	Iteration 46Q: 3 clusters Score -2230202 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16693 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -2230205.000000 Penalty: 3179.277588
	Iteration 47Q: 3 clusters Score -2230205 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16702 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -2230210.000000 Penalty: 3179.277588
	Iteration 48Q: 3 clusters Score -2230210 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16712 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -2230209.500000 Penalty: 3179.277588
	Iteration 49Q: 3 clusters Score -2230210 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16718 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -2230214.500000 Penalty: 3179.277588
	Iteration 50Q: 3 clusters Score -2230214 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16724 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -2230215.500000 Penalty: 3179.277588
	Iteration 51Q: 3 clusters Score -2230216 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16733 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -2230219.000000 Penalty: 3179.277588
	Iteration 52Q: 3 clusters Score -2230219 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16745 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -2230224.750000 Penalty: 3179.277588
	Iteration 53Q: 3 clusters Score -2230225 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16755 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -2230226.000000 Penalty: 3179.277588
	Iteration 54Q: 3 clusters Score -2230226 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16765 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -2230234.250000 Penalty: 3179.277588
	Iteration 55Q: 3 clusters Score -2230234 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16773 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -2230235.750000 Penalty: 3179.277588
	Iteration 56Q: 3 clusters Score -2230236 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16783 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -2230239.250000 Penalty: 3179.277588
	Iteration 57Q: 3 clusters Score -2230239 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16794 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -2230244.000000 Penalty: 3179.277588
	Iteration 58Q: 3 clusters Score -2230244 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16807 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -2230247.000000 Penalty: 3179.277588
	Iteration 59Q: 3 clusters Score -2230247 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16825 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -2230254.750000 Penalty: 3179.277588
	Iteration 60F: 3 clusters Score -2230255 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16848 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -2230261.250000 Penalty: 3179.277588
	Iteration 61Q: 3 clusters Score -2230261 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16861 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -2230271.750000 Penalty: 3179.277588
	Iteration 62Q: 3 clusters Score -2230272 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16875 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -2230270.500000 Penalty: 3179.277588
	Iteration 63Q: 3 clusters Score -2230270 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16885 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -2230268.500000 Penalty: 3179.277588
	Iteration 64Q: 3 clusters Score -2230268 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16895 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -2230274.000000 Penalty: 3179.277588
	Iteration 65Q: 3 clusters Score -2230274 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16910 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -2230277.750000 Penalty: 3179.277588
	Iteration 66Q: 3 clusters Score -2230278 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16917 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -2230281.750000 Penalty: 3179.277588
	Iteration 67Q: 3 clusters Score -2230282 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16927 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -2230286.250000 Penalty: 3179.277588
	Iteration 68Q: 3 clusters Score -2230286 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16934 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -2230288.500000 Penalty: 3179.277588
	Iteration 69Q: 3 clusters Score -2230288 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16942 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -2230292.500000 Penalty: 3179.277588
	Iteration 70Q: 3 clusters Score -2230292 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16946 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -2230294.500000 Penalty: 3179.277588
	Iteration 71Q: 3 clusters Score -2230294 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16950 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -2230299.000000 Penalty: 3179.277588
	Iteration 72Q: 3 clusters Score -2230299 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16951 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -2230299.250000 Penalty: 3179.277588
	Iteration 73Q: 3 clusters Score -2230299 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16953 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -2230301.500000 Penalty: 3179.277588
	Iteration 74Q: 3 clusters Score -2230302 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16955 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -2230301.000000 Penalty: 3179.277588
	Iteration 75Q: 3 clusters Score -2230301 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16956 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -2230301.500000 Penalty: 3179.277588
	Iteration 76Q: 3 clusters Score -2230302 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16956 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -2230301.500000 Penalty: 3179.277588
	Iteration 77F: 3 clusters Score -2230302 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (9533 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9533 members 
Entering Unmasked Estep 
Score: -1201396.500000 Penalty: 1488.908691
	Iteration 0F: 2 clusters Score -1201396 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 4760 members 
Entering Unmasked Estep 
Score: -1194505.375000 Penalty: 2977.817383
	Iteration 0F: 3 clusters Score -1194505 nChanged 4136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -1196678.625000 Penalty: 2977.817383
	Iteration 1F: 3 clusters Score -1196679 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -1196873.000000 Penalty: 2977.817383
	Iteration 2F: 3 clusters Score -1196873 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -1197005.125000 Penalty: 2977.817383
	Iteration 3Q: 3 clusters Score -1197005 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -1197123.625000 Penalty: 2977.817383
	Iteration 4Q: 3 clusters Score -1197124 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5220 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -1197228.375000 Penalty: 2977.817383
	Iteration 5Q: 3 clusters Score -1197228 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5387 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -1197332.375000 Penalty: 2977.817383
	Iteration 6Q: 3 clusters Score -1197332 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5592 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -1197453.000000 Penalty: 2977.817383
	Iteration 7Q: 3 clusters Score -1197453 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5849 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -1197581.000000 Penalty: 2977.817383
	Iteration 8Q: 3 clusters Score -1197581 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6163 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -1197774.250000 Penalty: 2977.817383
	Iteration 9Q: 3 clusters Score -1197774 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6559 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -1198053.500000 Penalty: 2977.817383
	Iteration 10Q: 3 clusters Score -1198054 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7007 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -1198386.875000 Penalty: 2977.817383
	Iteration 11F: 3 clusters Score -1198387 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7460 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -1198762.375000 Penalty: 2977.817383
	Iteration 12F: 3 clusters Score -1198762 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7883 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -1199138.875000 Penalty: 2977.817383
	Iteration 13Q: 3 clusters Score -1199139 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8238 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -1199472.500000 Penalty: 2977.817383
	Iteration 14Q: 3 clusters Score -1199472 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8479 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -1199709.125000 Penalty: 2977.817383
	Iteration 15Q: 3 clusters Score -1199709 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8649 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -1199865.125000 Penalty: 2977.817383
	Iteration 16Q: 3 clusters Score -1199865 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8761 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -1199970.375000 Penalty: 2977.817383
	Iteration 17Q: 3 clusters Score -1199970 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8836 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -1200058.875000 Penalty: 2977.817383
	Iteration 18Q: 3 clusters Score -1200059 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8896 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -1200119.875000 Penalty: 2977.817383
	Iteration 19Q: 3 clusters Score -1200120 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8932 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -1200166.250000 Penalty: 2977.817383
	Iteration 20F: 3 clusters Score -1200166 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8959 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -1200193.875000 Penalty: 2977.817383
	Iteration 21Q: 3 clusters Score -1200194 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8976 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -1200213.250000 Penalty: 2977.817383
	Iteration 22Q: 3 clusters Score -1200213 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8984 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -1200225.000000 Penalty: 2977.817383
	Iteration 23Q: 3 clusters Score -1200225 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8996 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -1200237.375000 Penalty: 2977.817383
	Iteration 24Q: 3 clusters Score -1200237 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9008 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -1200252.625000 Penalty: 2977.817383
	Iteration 25Q: 3 clusters Score -1200253 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9019 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -1200262.625000 Penalty: 2977.817383
	Iteration 26Q: 3 clusters Score -1200263 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9026 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -1200272.500000 Penalty: 2977.817383
	Iteration 27Q: 3 clusters Score -1200272 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9029 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -1200275.625000 Penalty: 2977.817383
	Iteration 28Q: 3 clusters Score -1200276 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9031 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -1200278.250000 Penalty: 2977.817383
	Iteration 29Q: 3 clusters Score -1200278 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9033 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -1200280.000000 Penalty: 2977.817383
	Iteration 30Q: 3 clusters Score -1200280 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9034 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -1200281.125000 Penalty: 2977.817383
	Iteration 31Q: 3 clusters Score -1200281 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9036 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -1200281.250000 Penalty: 2977.817383
	Iteration 32Q: 3 clusters Score -1200281 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9036 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -1200281.250000 Penalty: 2977.817383
	Iteration 33F: 3 clusters Score -1200281 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (21305 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21305 members 
Entering Unmasked Estep 
Score: -2493783.000000 Penalty: 1619.588257
	Iteration 0F: 2 clusters Score -2493783 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10693 members 
Mstep: Class 2 contains 10612 members 
Entering Unmasked Estep 
Score: -2479358.250000 Penalty: 3239.176514
	Iteration 0F: 3 clusters Score -2479358 nChanged 9612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10765 members 
Mstep: Class 2 contains 10540 members 
Entering Unmasked Estep 
Score: -2484939.750000 Penalty: 3239.176514
	Iteration 1F: 3 clusters Score -2484940 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10818 members 
Mstep: Class 2 contains 10487 members 
Entering Unmasked Estep 
Score: -2485686.500000 Penalty: 3239.176514
	Iteration 2F: 3 clusters Score -2485686 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10914 members 
Mstep: Class 2 contains 10391 members 
Entering Unmasked Estep 
Score: -2486440.750000 Penalty: 3239.176514
	Iteration 3F: 3 clusters Score -2486441 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11096 members 
Mstep: Class 2 contains 10209 members 
Entering Unmasked Estep 
Score: -2487160.000000 Penalty: 3239.176514
	Iteration 4F: 3 clusters Score -2487160 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11364 members 
Mstep: Class 2 contains 9941 members 
Entering Unmasked Estep 
Score: -2487805.750000 Penalty: 3239.176514
	Iteration 5F: 3 clusters Score -2487806 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11665 members 
Mstep: Class 2 contains 9640 members 
Entering Unmasked Estep 
Score: -2488332.000000 Penalty: 3239.176514
	Iteration 6F: 3 clusters Score -2488332 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12072 members 
Mstep: Class 2 contains 9233 members 
Entering Unmasked Estep 
Score: -2488753.750000 Penalty: 3239.176514
	Iteration 7Q: 3 clusters Score -2488754 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12521 members 
Mstep: Class 2 contains 8784 members 
Entering Unmasked Estep 
Score: -2489098.750000 Penalty: 3239.176514
	Iteration 8Q: 3 clusters Score -2489099 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13002 members 
Mstep: Class 2 contains 8303 members 
Entering Unmasked Estep 
Score: -2489426.750000 Penalty: 3239.176514
	Iteration 9Q: 3 clusters Score -2489427 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13523 members 
Mstep: Class 2 contains 7782 members 
Entering Unmasked Estep 
Score: -2489735.500000 Penalty: 3239.176514
	Iteration 10Q: 3 clusters Score -2489736 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14083 members 
Mstep: Class 2 contains 7222 members 
Entering Unmasked Estep 
Score: -2490038.500000 Penalty: 3239.176514
	Iteration 11Q: 3 clusters Score -2490038 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14613 members 
Mstep: Class 2 contains 6692 members 
Entering Unmasked Estep 
Score: -2490291.750000 Penalty: 3239.176514
	Iteration 12Q: 3 clusters Score -2490292 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15115 members 
Mstep: Class 2 contains 6190 members 
Entering Unmasked Estep 
Score: -2490543.000000 Penalty: 3239.176514
	Iteration 13Q: 3 clusters Score -2490543 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15611 members 
Mstep: Class 2 contains 5694 members 
Entering Unmasked Estep 
Score: -2490759.750000 Penalty: 3239.176514
	Iteration 14Q: 3 clusters Score -2490760 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16089 members 
Mstep: Class 2 contains 5216 members 
Entering Unmasked Estep 
Score: -2490948.000000 Penalty: 3239.176514
	Iteration 15Q: 3 clusters Score -2490948 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16540 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -2491133.000000 Penalty: 3239.176514
	Iteration 16Q: 3 clusters Score -2491133 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17001 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -2491338.750000 Penalty: 3239.176514
	Iteration 17Q: 3 clusters Score -2491339 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17469 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -2491560.000000 Penalty: 3239.176514
	Iteration 18Q: 3 clusters Score -2491560 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17946 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -2491801.000000 Penalty: 3239.176514
	Iteration 19Q: 3 clusters Score -2491801 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18386 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -2492001.000000 Penalty: 3239.176514
	Iteration 20F: 3 clusters Score -2492001 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18772 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -2492218.000000 Penalty: 3239.176514
	Iteration 21Q: 3 clusters Score -2492218 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19098 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -2492438.000000 Penalty: 3239.176514
	Iteration 22Q: 3 clusters Score -2492438 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19391 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -2492638.250000 Penalty: 3239.176514
	Iteration 23Q: 3 clusters Score -2492638 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19629 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -2492801.250000 Penalty: 3239.176514
	Iteration 24Q: 3 clusters Score -2492801 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19821 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -2492922.250000 Penalty: 3239.176514
	Iteration 25Q: 3 clusters Score -2492922 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19962 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -2493012.750000 Penalty: 3239.176514
	Iteration 26Q: 3 clusters Score -2493013 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20058 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -2493060.250000 Penalty: 3239.176514
	Iteration 27Q: 3 clusters Score -2493060 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20134 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -2493090.250000 Penalty: 3239.176514
	Iteration 28Q: 3 clusters Score -2493090 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20183 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -2493099.750000 Penalty: 3239.176514
	Iteration 29Q: 3 clusters Score -2493100 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20216 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -2493122.250000 Penalty: 3239.176514
	Iteration 30Q: 3 clusters Score -2493122 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20252 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -2493128.000000 Penalty: 3239.176514
	Iteration 31Q: 3 clusters Score -2493128 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20281 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -2493144.500000 Penalty: 3239.176514
	Iteration 32Q: 3 clusters Score -2493144 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20304 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -2493151.000000 Penalty: 3239.176514
	Iteration 33Q: 3 clusters Score -2493151 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20322 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -2493151.750000 Penalty: 3239.176514
	Iteration 34Q: 3 clusters Score -2493152 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20333 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -2493151.500000 Penalty: 3239.176514
	Iteration 35Q: 3 clusters Score -2493152 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20346 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -2493161.500000 Penalty: 3239.176514
	Iteration 36Q: 3 clusters Score -2493162 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20355 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -2493160.750000 Penalty: 3239.176514
	Iteration 37Q: 3 clusters Score -2493161 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20363 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -2493165.500000 Penalty: 3239.176514
	Iteration 38Q: 3 clusters Score -2493166 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20371 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -2493172.000000 Penalty: 3239.176514
	Iteration 39Q: 3 clusters Score -2493172 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20376 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -2493174.000000 Penalty: 3239.176514
	Iteration 40F: 3 clusters Score -2493174 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20383 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -2493173.750000 Penalty: 3239.176514
	Iteration 41Q: 3 clusters Score -2493174 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20394 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -2493182.250000 Penalty: 3239.176514
	Iteration 42Q: 3 clusters Score -2493182 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20401 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -2493180.000000 Penalty: 3239.176514
	Iteration 43Q: 3 clusters Score -2493180 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20406 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -2493181.500000 Penalty: 3239.176514
	Iteration 44Q: 3 clusters Score -2493182 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20411 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -2493184.250000 Penalty: 3239.176514
	Iteration 45Q: 3 clusters Score -2493184 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20415 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -2493189.000000 Penalty: 3239.176514
	Iteration 46Q: 3 clusters Score -2493189 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20418 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -2493187.250000 Penalty: 3239.176514
	Iteration 47Q: 3 clusters Score -2493187 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20420 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -2493189.500000 Penalty: 3239.176514
	Iteration 48Q: 3 clusters Score -2493190 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20420 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -2493189.500000 Penalty: 3239.176514
	Iteration 49F: 3 clusters Score -2493190 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (35464 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35464 members 
Entering Unmasked Estep 
Score: -4474067.000000 Penalty: 1702.394409
	Iteration 0F: 2 clusters Score -4474067 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17661 members 
Mstep: Class 2 contains 17803 members 
Entering Unmasked Estep 
Score: -4450189.000000 Penalty: 3404.788818
	Iteration 0F: 3 clusters Score -4450189 nChanged 16389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17354 members 
Mstep: Class 2 contains 18110 members 
Entering Unmasked Estep 
Score: -4459658.500000 Penalty: 3404.788818
	Iteration 1F: 3 clusters Score -4459658 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17444 members 
Mstep: Class 2 contains 18020 members 
Entering Unmasked Estep 
Score: -4460226.500000 Penalty: 3404.788818
	Iteration 2Q: 3 clusters Score -4460226 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17650 members 
Mstep: Class 2 contains 17814 members 
Entering Unmasked Estep 
Score: -4460874.500000 Penalty: 3404.788818
	Iteration 3Q: 3 clusters Score -4460874 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17998 members 
Mstep: Class 2 contains 17466 members 
Entering Unmasked Estep 
Score: -4461646.500000 Penalty: 3404.788818
	Iteration 4F: 3 clusters Score -4461646 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18349 members 
Mstep: Class 2 contains 17115 members 
Entering Unmasked Estep 
Score: -4462532.000000 Penalty: 3404.788818
	Iteration 5F: 3 clusters Score -4462532 nChanged 1898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18707 members 
Mstep: Class 2 contains 16757 members 
Entering Unmasked Estep 
Score: -4463396.500000 Penalty: 3404.788818
	Iteration 6F: 3 clusters Score -4463396 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19016 members 
Mstep: Class 2 contains 16448 members 
Entering Unmasked Estep 
Score: -4464214.000000 Penalty: 3404.788818
	Iteration 7F: 3 clusters Score -4464214 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19242 members 
Mstep: Class 2 contains 16222 members 
Entering Unmasked Estep 
Score: -4464870.500000 Penalty: 3404.788818
	Iteration 8Q: 3 clusters Score -4464870 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19422 members 
Mstep: Class 2 contains 16042 members 
Entering Unmasked Estep 
Score: -4465339.000000 Penalty: 3404.788818
	Iteration 9Q: 3 clusters Score -4465339 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19554 members 
Mstep: Class 2 contains 15910 members 
Entering Unmasked Estep 
Score: -4465690.500000 Penalty: 3404.788818
	Iteration 10Q: 3 clusters Score -4465690 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19637 members 
Mstep: Class 2 contains 15827 members 
Entering Unmasked Estep 
Score: -4465875.500000 Penalty: 3404.788818
	Iteration 11Q: 3 clusters Score -4465876 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19663 members 
Mstep: Class 2 contains 15801 members 
Entering Unmasked Estep 
Score: -4466017.000000 Penalty: 3404.788818
	Iteration 12Q: 3 clusters Score -4466017 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19653 members 
Mstep: Class 2 contains 15811 members 
Entering Unmasked Estep 
Score: -4466080.500000 Penalty: 3404.788818
	Iteration 13Q: 3 clusters Score -4466080 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19632 members 
Mstep: Class 2 contains 15832 members 
Entering Unmasked Estep 
Score: -4466131.500000 Penalty: 3404.788818
	Iteration 14Q: 3 clusters Score -4466132 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19564 members 
Mstep: Class 2 contains 15900 members 
Entering Unmasked Estep 
Score: -4466165.500000 Penalty: 3404.788818
	Iteration 15Q: 3 clusters Score -4466166 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19502 members 
Mstep: Class 2 contains 15962 members 
Entering Unmasked Estep 
Score: -4466201.500000 Penalty: 3404.788818
	Iteration 16Q: 3 clusters Score -4466202 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19441 members 
Mstep: Class 2 contains 16023 members 
Entering Unmasked Estep 
Score: -4466212.500000 Penalty: 3404.788818
	Iteration 17Q: 3 clusters Score -4466212 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19358 members 
Mstep: Class 2 contains 16106 members 
Entering Unmasked Estep 
Score: -4466214.000000 Penalty: 3404.788818
	Iteration 18Q: 3 clusters Score -4466214 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19259 members 
Mstep: Class 2 contains 16205 members 
Entering Unmasked Estep 
Score: -4466212.500000 Penalty: 3404.788818
	Iteration 19Q: 3 clusters Score -4466212 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19148 members 
Mstep: Class 2 contains 16316 members 
Entering Unmasked Estep 
Score: -4466224.500000 Penalty: 3404.788818
	Iteration 20F: 3 clusters Score -4466224 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19013 members 
Mstep: Class 2 contains 16451 members 
Entering Unmasked Estep 
Score: -4466223.500000 Penalty: 3404.788818
	Iteration 21Q: 3 clusters Score -4466224 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18885 members 
Mstep: Class 2 contains 16579 members 
Entering Unmasked Estep 
Score: -4466237.000000 Penalty: 3404.788818
	Iteration 22Q: 3 clusters Score -4466237 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18747 members 
Mstep: Class 2 contains 16717 members 
Entering Unmasked Estep 
Score: -4466258.000000 Penalty: 3404.788818
	Iteration 23Q: 3 clusters Score -4466258 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18586 members 
Mstep: Class 2 contains 16878 members 
Entering Unmasked Estep 
Score: -4466268.000000 Penalty: 3404.788818
	Iteration 24Q: 3 clusters Score -4466268 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18407 members 
Mstep: Class 2 contains 17057 members 
Entering Unmasked Estep 
Score: -4466295.500000 Penalty: 3404.788818
	Iteration 25Q: 3 clusters Score -4466296 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18197 members 
Mstep: Class 2 contains 17267 members 
Entering Unmasked Estep 
Score: -4466304.500000 Penalty: 3404.788818
	Iteration 26Q: 3 clusters Score -4466304 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17983 members 
Mstep: Class 2 contains 17481 members 
Entering Unmasked Estep 
Score: -4466336.000000 Penalty: 3404.788818
	Iteration 27Q: 3 clusters Score -4466336 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17730 members 
Mstep: Class 2 contains 17734 members 
Entering Unmasked Estep 
Score: -4466339.500000 Penalty: 3404.788818
	Iteration 28Q: 3 clusters Score -4466340 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17461 members 
Mstep: Class 2 contains 18003 members 
Entering Unmasked Estep 
Score: -4466386.500000 Penalty: 3404.788818
	Iteration 29Q: 3 clusters Score -4466386 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17124 members 
Mstep: Class 2 contains 18340 members 
Entering Unmasked Estep 
Score: -4466427.000000 Penalty: 3404.788818
	Iteration 30Q: 3 clusters Score -4466427 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16725 members 
Mstep: Class 2 contains 18739 members 
Entering Unmasked Estep 
Score: -4466470.000000 Penalty: 3404.788818
	Iteration 31Q: 3 clusters Score -4466470 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16275 members 
Mstep: Class 2 contains 19189 members 
Entering Unmasked Estep 
Score: -4466563.500000 Penalty: 3404.788818
	Iteration 32Q: 3 clusters Score -4466564 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15773 members 
Mstep: Class 2 contains 19691 members 
Entering Unmasked Estep 
Score: -4466658.000000 Penalty: 3404.788818
	Iteration 33Q: 3 clusters Score -4466658 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15150 members 
Mstep: Class 2 contains 20314 members 
Entering Unmasked Estep 
Score: -4466769.000000 Penalty: 3404.788818
	Iteration 34Q: 3 clusters Score -4466769 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14458 members 
Mstep: Class 2 contains 21006 members 
Entering Unmasked Estep 
Score: -4466947.500000 Penalty: 3404.788818
	Iteration 35Q: 3 clusters Score -4466948 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13623 members 
Mstep: Class 2 contains 21841 members 
Entering Unmasked Estep 
Score: -4467195.000000 Penalty: 3404.788818
	Iteration 36Q: 3 clusters Score -4467195 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12661 members 
Mstep: Class 2 contains 22803 members 
Entering Unmasked Estep 
Score: -4467496.000000 Penalty: 3404.788818
	Iteration 37Q: 3 clusters Score -4467496 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11610 members 
Mstep: Class 2 contains 23854 members 
Entering Unmasked Estep 
Score: -4467802.500000 Penalty: 3404.788818
	Iteration 38Q: 3 clusters Score -4467802 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10448 members 
Mstep: Class 2 contains 25016 members 
Entering Unmasked Estep 
Score: -4468236.500000 Penalty: 3404.788818
	Iteration 39Q: 3 clusters Score -4468236 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9260 members 
Mstep: Class 2 contains 26204 members 
Entering Unmasked Estep 
Score: -4468697.500000 Penalty: 3404.788818
	Iteration 40F: 3 clusters Score -4468698 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7980 members 
Mstep: Class 2 contains 27484 members 
Entering Unmasked Estep 
Score: -4469230.000000 Penalty: 3404.788818
	Iteration 41Q: 3 clusters Score -4469230 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6733 members 
Mstep: Class 2 contains 28731 members 
Entering Unmasked Estep 
Score: -4469791.000000 Penalty: 3404.788818
	Iteration 42Q: 3 clusters Score -4469791 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5556 members 
Mstep: Class 2 contains 29908 members 
Entering Unmasked Estep 
Score: -4470364.500000 Penalty: 3404.788818
	Iteration 43Q: 3 clusters Score -4470364 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 30960 members 
Entering Unmasked Estep 
Score: -4470838.000000 Penalty: 3404.788818
	Iteration 44Q: 3 clusters Score -4470838 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 31823 members 
Entering Unmasked Estep 
Score: -4471239.500000 Penalty: 3404.788818
	Iteration 45Q: 3 clusters Score -4471240 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 32538 members 
Entering Unmasked Estep 
Score: -4471587.000000 Penalty: 3404.788818
	Iteration 46Q: 3 clusters Score -4471587 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 33080 members 
Entering Unmasked Estep 
Score: -4471836.500000 Penalty: 3404.788818
	Iteration 47Q: 3 clusters Score -4471836 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 33487 members 
Entering Unmasked Estep 
Score: -4472047.500000 Penalty: 3404.788818
	Iteration 48Q: 3 clusters Score -4472048 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 33793 members 
Entering Unmasked Estep 
Score: -4472195.500000 Penalty: 3404.788818
	Iteration 49Q: 3 clusters Score -4472196 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 34036 members 
Entering Unmasked Estep 
Score: -4472317.500000 Penalty: 3404.788818
	Iteration 50Q: 3 clusters Score -4472318 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 34225 members 
Entering Unmasked Estep 
Score: -4472416.000000 Penalty: 3404.788818
	Iteration 51Q: 3 clusters Score -4472416 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 34370 members 
Entering Unmasked Estep 
Score: -4472506.000000 Penalty: 3404.788818
	Iteration 52Q: 3 clusters Score -4472506 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 34475 members 
Entering Unmasked Estep 
Score: -4472563.500000 Penalty: 3404.788818
	Iteration 53Q: 3 clusters Score -4472564 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 34546 members 
Entering Unmasked Estep 
Score: -4472596.500000 Penalty: 3404.788818
	Iteration 54Q: 3 clusters Score -4472596 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 34602 members 
Entering Unmasked Estep 
Score: -4472621.500000 Penalty: 3404.788818
	Iteration 55Q: 3 clusters Score -4472622 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 34648 members 
Entering Unmasked Estep 
Score: -4472642.500000 Penalty: 3404.788818
	Iteration 56Q: 3 clusters Score -4472642 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 34683 members 
Entering Unmasked Estep 
Score: -4472666.000000 Penalty: 3404.788818
	Iteration 57Q: 3 clusters Score -4472666 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 34713 members 
Entering Unmasked Estep 
Score: -4472670.000000 Penalty: 3404.788818
	Iteration 58Q: 3 clusters Score -4472670 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 34745 members 
Entering Unmasked Estep 
Score: -4472689.500000 Penalty: 3404.788818
	Iteration 59Q: 3 clusters Score -4472690 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 34760 members 
Entering Unmasked Estep 
Score: -4472701.500000 Penalty: 3404.788818
	Iteration 60F: 3 clusters Score -4472702 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 34771 members 
Entering Unmasked Estep 
Score: -4472712.000000 Penalty: 3404.788818
	Iteration 61Q: 3 clusters Score -4472712 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 34777 members 
Entering Unmasked Estep 
Score: -4472723.000000 Penalty: 3404.788818
	Iteration 62Q: 3 clusters Score -4472723 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 34782 members 
Entering Unmasked Estep 
Score: -4472720.500000 Penalty: 3404.788818
	Iteration 63Q: 3 clusters Score -4472720 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 34786 members 
Entering Unmasked Estep 
Score: -4472720.000000 Penalty: 3404.788818
	Iteration 64Q: 3 clusters Score -4472720 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 34791 members 
Entering Unmasked Estep 
Score: -4472725.000000 Penalty: 3404.788818
	Iteration 65Q: 3 clusters Score -4472725 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 34795 members 
Entering Unmasked Estep 
Score: -4472728.500000 Penalty: 3404.788818
	Iteration 66Q: 3 clusters Score -4472728 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 34800 members 
Entering Unmasked Estep 
Score: -4472730.000000 Penalty: 3404.788818
	Iteration 67Q: 3 clusters Score -4472730 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 34802 members 
Entering Unmasked Estep 
Score: -4472732.500000 Penalty: 3404.788818
	Iteration 68Q: 3 clusters Score -4472732 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 34802 members 
Entering Unmasked Estep 
Score: -4472732.500000 Penalty: 3404.788818
	Iteration 69F: 3 clusters Score -4472732 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (6311 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6311 members 
Entering Unmasked Estep 
Score: -829015.500000 Penalty: 1421.883057
	Iteration 0F: 2 clusters Score -829015.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -824182.437500 Penalty: 2843.766113
	Iteration 0F: 3 clusters Score -824182.4 nChanged 2601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -825533.812500 Penalty: 2843.766113
	Iteration 1F: 3 clusters Score -825533.8 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -825742.750000 Penalty: 2843.766113
	Iteration 2F: 3 clusters Score -825742.8 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -825934.437500 Penalty: 2843.766113
	Iteration 3F: 3 clusters Score -825934.4 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -826111.875000 Penalty: 2843.766113
	Iteration 4Q: 3 clusters Score -826111.9 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -826288.812500 Penalty: 2843.766113
	Iteration 5Q: 3 clusters Score -826288.8 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -826497.937500 Penalty: 2843.766113
	Iteration 6Q: 3 clusters Score -826497.9 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -826708.187500 Penalty: 2843.766113
	Iteration 7Q: 3 clusters Score -826708.2 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -826927.312500 Penalty: 2843.766113
	Iteration 8Q: 3 clusters Score -826927.3 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -827096.625000 Penalty: 2843.766113
	Iteration 9Q: 3 clusters Score -827096.6 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -827254.625000 Penalty: 2843.766113
	Iteration 10Q: 3 clusters Score -827254.6 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5666 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -827390.125000 Penalty: 2843.766113
	Iteration 11Q: 3 clusters Score -827390.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5778 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -827487.125000 Penalty: 2843.766113
	Iteration 12Q: 3 clusters Score -827487.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5860 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -827562.062500 Penalty: 2843.766113
	Iteration 13Q: 3 clusters Score -827562.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5917 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -827618.000000 Penalty: 2843.766113
	Iteration 14Q: 3 clusters Score -827618 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5954 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -827658.125000 Penalty: 2843.766113
	Iteration 15Q: 3 clusters Score -827658.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5979 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -827681.375000 Penalty: 2843.766113
	Iteration 16Q: 3 clusters Score -827681.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5990 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -827690.312500 Penalty: 2843.766113
	Iteration 17Q: 3 clusters Score -827690.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5998 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -827698.812500 Penalty: 2843.766113
	Iteration 18Q: 3 clusters Score -827698.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6004 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -827701.750000 Penalty: 2843.766113
	Iteration 19Q: 3 clusters Score -827701.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6010 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -827709.625000 Penalty: 2843.766113
	Iteration 20F: 3 clusters Score -827709.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6015 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -827715.250000 Penalty: 2843.766113
	Iteration 21Q: 3 clusters Score -827715.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6020 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -827719.625000 Penalty: 2843.766113
	Iteration 22Q: 3 clusters Score -827719.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6025 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -827723.562500 Penalty: 2843.766113
	Iteration 23Q: 3 clusters Score -827723.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6027 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -827725.062500 Penalty: 2843.766113
	Iteration 24Q: 3 clusters Score -827725.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6031 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -827726.312500 Penalty: 2843.766113
	Iteration 25Q: 3 clusters Score -827726.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6032 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -827725.812500 Penalty: 2843.766113
	Iteration 26Q: 3 clusters Score -827725.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6033 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -827726.375000 Penalty: 2843.766113
	Iteration 27Q: 3 clusters Score -827726.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6034 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -827728.062500 Penalty: 2843.766113
	Iteration 28Q: 3 clusters Score -827728.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6035 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -827729.875000 Penalty: 2843.766113
	Iteration 29Q: 3 clusters Score -827729.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6035 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -827729.875000 Penalty: 2843.766113
	Iteration 30F: 3 clusters Score -827729.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (11808 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11808 members 
Entering Unmasked Estep 
Score: -1335384.500000 Penalty: 1523.686523
	Iteration 0F: 2 clusters Score -1335384 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5849 members 
Mstep: Class 2 contains 5959 members 
Entering Unmasked Estep 
Score: -1327112.500000 Penalty: 3047.373047
	Iteration 0F: 3 clusters Score -1327112 nChanged 5167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5602 members 
Mstep: Class 2 contains 6206 members 
Entering Unmasked Estep 
Score: -1330092.500000 Penalty: 3047.373047
	Iteration 1F: 3 clusters Score -1330092 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5449 members 
Mstep: Class 2 contains 6359 members 
Entering Unmasked Estep 
Score: -1330537.125000 Penalty: 3047.373047
	Iteration 2F: 3 clusters Score -1330537 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 6545 members 
Entering Unmasked Estep 
Score: -1330948.500000 Penalty: 3047.373047
	Iteration 3F: 3 clusters Score -1330948 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 6746 members 
Entering Unmasked Estep 
Score: -1331341.625000 Penalty: 3047.373047
	Iteration 4F: 3 clusters Score -1331342 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 6936 members 
Entering Unmasked Estep 
Score: -1331667.125000 Penalty: 3047.373047
	Iteration 5F: 3 clusters Score -1331667 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 7145 members 
Entering Unmasked Estep 
Score: -1331960.375000 Penalty: 3047.373047
	Iteration 6Q: 3 clusters Score -1331960 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 7325 members 
Entering Unmasked Estep 
Score: -1332195.125000 Penalty: 3047.373047
	Iteration 7Q: 3 clusters Score -1332195 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 7518 members 
Entering Unmasked Estep 
Score: -1332414.750000 Penalty: 3047.373047
	Iteration 8Q: 3 clusters Score -1332415 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 7736 members 
Entering Unmasked Estep 
Score: -1332608.375000 Penalty: 3047.373047
	Iteration 9Q: 3 clusters Score -1332608 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 7932 members 
Entering Unmasked Estep 
Score: -1332761.125000 Penalty: 3047.373047
	Iteration 10Q: 3 clusters Score -1332761 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 8112 members 
Entering Unmasked Estep 
Score: -1332871.250000 Penalty: 3047.373047
	Iteration 11Q: 3 clusters Score -1332871 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 8265 members 
Entering Unmasked Estep 
Score: -1332956.125000 Penalty: 3047.373047
	Iteration 12Q: 3 clusters Score -1332956 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 8440 members 
Entering Unmasked Estep 
Score: -1333050.250000 Penalty: 3047.373047
	Iteration 13Q: 3 clusters Score -1333050 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 8623 members 
Entering Unmasked Estep 
Score: -1333135.375000 Penalty: 3047.373047
	Iteration 14Q: 3 clusters Score -1333135 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 8796 members 
Entering Unmasked Estep 
Score: -1333209.750000 Penalty: 3047.373047
	Iteration 15Q: 3 clusters Score -1333210 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 8981 members 
Entering Unmasked Estep 
Score: -1333290.000000 Penalty: 3047.373047
	Iteration 16Q: 3 clusters Score -1333290 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 9155 members 
Entering Unmasked Estep 
Score: -1333366.500000 Penalty: 3047.373047
	Iteration 17Q: 3 clusters Score -1333366 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 9332 members 
Entering Unmasked Estep 
Score: -1333451.875000 Penalty: 3047.373047
	Iteration 18Q: 3 clusters Score -1333452 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 9488 members 
Entering Unmasked Estep 
Score: -1333529.750000 Penalty: 3047.373047
	Iteration 19Q: 3 clusters Score -1333530 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 9630 members 
Entering Unmasked Estep 
Score: -1333589.625000 Penalty: 3047.373047
	Iteration 20F: 3 clusters Score -1333590 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 9745 members 
Entering Unmasked Estep 
Score: -1333640.875000 Penalty: 3047.373047
	Iteration 21Q: 3 clusters Score -1333641 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 9856 members 
Entering Unmasked Estep 
Score: -1333697.375000 Penalty: 3047.373047
	Iteration 22Q: 3 clusters Score -1333697 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 9966 members 
Entering Unmasked Estep 
Score: -1333751.125000 Penalty: 3047.373047
	Iteration 23Q: 3 clusters Score -1333751 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 10069 members 
Entering Unmasked Estep 
Score: -1333802.625000 Penalty: 3047.373047
	Iteration 24Q: 3 clusters Score -1333803 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 10169 members 
Entering Unmasked Estep 
Score: -1333848.875000 Penalty: 3047.373047
	Iteration 25Q: 3 clusters Score -1333849 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 10263 members 
Entering Unmasked Estep 
Score: -1333882.500000 Penalty: 3047.373047
	Iteration 26Q: 3 clusters Score -1333882 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 10346 members 
Entering Unmasked Estep 
Score: -1333918.625000 Penalty: 3047.373047
	Iteration 27Q: 3 clusters Score -1333919 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 10427 members 
Entering Unmasked Estep 
Score: -1333950.250000 Penalty: 3047.373047
	Iteration 28Q: 3 clusters Score -1333950 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 10510 members 
Entering Unmasked Estep 
Score: -1333984.500000 Penalty: 3047.373047
	Iteration 29Q: 3 clusters Score -1333984 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 10601 members 
Entering Unmasked Estep 
Score: -1334029.500000 Penalty: 3047.373047
	Iteration 30Q: 3 clusters Score -1334030 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 10685 members 
Entering Unmasked Estep 
Score: -1334065.125000 Penalty: 3047.373047
	Iteration 31Q: 3 clusters Score -1334065 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 10742 members 
Entering Unmasked Estep 
Score: -1334088.500000 Penalty: 3047.373047
	Iteration 32Q: 3 clusters Score -1334088 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 10789 members 
Entering Unmasked Estep 
Score: -1334113.750000 Penalty: 3047.373047
	Iteration 33Q: 3 clusters Score -1334114 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 10830 members 
Entering Unmasked Estep 
Score: -1334131.750000 Penalty: 3047.373047
	Iteration 34Q: 3 clusters Score -1334132 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 10858 members 
Entering Unmasked Estep 
Score: -1334146.125000 Penalty: 3047.373047
	Iteration 35Q: 3 clusters Score -1334146 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 10892 members 
Entering Unmasked Estep 
Score: -1334159.375000 Penalty: 3047.373047
	Iteration 36Q: 3 clusters Score -1334159 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 10916 members 
Entering Unmasked Estep 
Score: -1334167.875000 Penalty: 3047.373047
	Iteration 37Q: 3 clusters Score -1334168 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 10936 members 
Entering Unmasked Estep 
Score: -1334179.500000 Penalty: 3047.373047
	Iteration 38Q: 3 clusters Score -1334180 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 10948 members 
Entering Unmasked Estep 
Score: -1334184.500000 Penalty: 3047.373047
	Iteration 39Q: 3 clusters Score -1334184 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 10958 members 
Entering Unmasked Estep 
Score: -1334187.875000 Penalty: 3047.373047
	Iteration 40F: 3 clusters Score -1334188 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 10968 members 
Entering Unmasked Estep 
Score: -1334189.750000 Penalty: 3047.373047
	Iteration 41Q: 3 clusters Score -1334190 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 10976 members 
Entering Unmasked Estep 
Score: -1334192.125000 Penalty: 3047.373047
	Iteration 42Q: 3 clusters Score -1334192 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 10985 members 
Entering Unmasked Estep 
Score: -1334198.375000 Penalty: 3047.373047
	Iteration 43Q: 3 clusters Score -1334198 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 10990 members 
Entering Unmasked Estep 
Score: -1334201.750000 Penalty: 3047.373047
	Iteration 44Q: 3 clusters Score -1334202 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 10996 members 
Entering Unmasked Estep 
Score: -1334204.500000 Penalty: 3047.373047
	Iteration 45Q: 3 clusters Score -1334204 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 10997 members 
Entering Unmasked Estep 
Score: -1334204.375000 Penalty: 3047.373047
	Iteration 46Q: 3 clusters Score -1334204 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 10998 members 
Entering Unmasked Estep 
Score: -1334203.875000 Penalty: 3047.373047
	Iteration 47Q: 3 clusters Score -1334204 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 10999 members 
Entering Unmasked Estep 
Score: -1334205.500000 Penalty: 3047.373047
	Iteration 48Q: 3 clusters Score -1334206 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 10999 members 
Entering Unmasked Estep 
Score: -1334205.500000 Penalty: 3047.373047
	Iteration 49F: 3 clusters Score -1334206 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (3073 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Entering Unmasked Estep 
Score: -369242.656250 Penalty: 1304.941650
	Iteration 0F: 2 clusters Score -369242.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -366534.843750 Penalty: 2609.883301
	Iteration 0F: 3 clusters Score -366534.8 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -367307.375000 Penalty: 2609.883301
	Iteration 1F: 3 clusters Score -367307.4 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -367585.656250 Penalty: 2609.883301
	Iteration 2F: 3 clusters Score -367585.7 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -367781.562500 Penalty: 2609.883301
	Iteration 3F: 3 clusters Score -367781.6 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -367932.531250 Penalty: 2609.883301
	Iteration 4F: 3 clusters Score -367932.5 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -368046.687500 Penalty: 2609.883301
	Iteration 5Q: 3 clusters Score -368046.7 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -368153.156250 Penalty: 2609.883301
	Iteration 6Q: 3 clusters Score -368153.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -368247.437500 Penalty: 2609.883301
	Iteration 7Q: 3 clusters Score -368247.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -368322.187500 Penalty: 2609.883301
	Iteration 8Q: 3 clusters Score -368322.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -368371.656250 Penalty: 2609.883301
	Iteration 9Q: 3 clusters Score -368371.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -368412.218750 Penalty: 2609.883301
	Iteration 10Q: 3 clusters Score -368412.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -368447.812500 Penalty: 2609.883301
	Iteration 11Q: 3 clusters Score -368447.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -368492.656250 Penalty: 2609.883301
	Iteration 12Q: 3 clusters Score -368492.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -368545.375000 Penalty: 2609.883301
	Iteration 13Q: 3 clusters Score -368545.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -368598.062500 Penalty: 2609.883301
	Iteration 14Q: 3 clusters Score -368598.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -368638.218750 Penalty: 2609.883301
	Iteration 15Q: 3 clusters Score -368638.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -368667.250000 Penalty: 2609.883301
	Iteration 16Q: 3 clusters Score -368667.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -368691.656250 Penalty: 2609.883301
	Iteration 17Q: 3 clusters Score -368691.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -368715.750000 Penalty: 2609.883301
	Iteration 18Q: 3 clusters Score -368715.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -368750.218750 Penalty: 2609.883301
	Iteration 19Q: 3 clusters Score -368750.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -368781.656250 Penalty: 2609.883301
	Iteration 20F: 3 clusters Score -368781.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -368816.781250 Penalty: 2609.883301
	Iteration 21Q: 3 clusters Score -368816.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -368860.000000 Penalty: 2609.883301
	Iteration 22Q: 3 clusters Score -368860 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -368891.312500 Penalty: 2609.883301
	Iteration 23Q: 3 clusters Score -368891.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -368917.781250 Penalty: 2609.883301
	Iteration 24Q: 3 clusters Score -368917.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -368932.312500 Penalty: 2609.883301
	Iteration 25Q: 3 clusters Score -368932.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -368945.062500 Penalty: 2609.883301
	Iteration 26Q: 3 clusters Score -368945.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -368952.625000 Penalty: 2609.883301
	Iteration 27Q: 3 clusters Score -368952.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -368960.968750 Penalty: 2609.883301
	Iteration 28Q: 3 clusters Score -368961 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -368965.406250 Penalty: 2609.883301
	Iteration 29Q: 3 clusters Score -368965.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -368968.625000 Penalty: 2609.883301
	Iteration 30Q: 3 clusters Score -368968.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -368970.375000 Penalty: 2609.883301
	Iteration 31Q: 3 clusters Score -368970.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -368972.343750 Penalty: 2609.883301
	Iteration 32Q: 3 clusters Score -368972.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -368972.937500 Penalty: 2609.883301
	Iteration 33Q: 3 clusters Score -368972.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -368973.062500 Penalty: 2609.883301
	Iteration 34Q: 3 clusters Score -368973.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -368973.062500 Penalty: 2609.883301
	Iteration 35F: 3 clusters Score -368973.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (21781 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21781 members 
Entering Unmasked Estep 
Score: -2766538.500000 Penalty: 1623.178955
	Iteration 0F: 2 clusters Score -2766538 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10802 members 
Mstep: Class 2 contains 10979 members 
Entering Unmasked Estep 
Score: -2751811.000000 Penalty: 3246.357910
	Iteration 0F: 3 clusters Score -2751811 nChanged 9743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9997 members 
Mstep: Class 2 contains 11784 members 
Entering Unmasked Estep 
Score: -2757126.750000 Penalty: 3246.357910
	Iteration 1F: 3 clusters Score -2757127 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9390 members 
Mstep: Class 2 contains 12391 members 
Entering Unmasked Estep 
Score: -2757596.500000 Penalty: 3246.357910
	Iteration 2F: 3 clusters Score -2757596 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8581 members 
Mstep: Class 2 contains 13200 members 
Entering Unmasked Estep 
Score: -2758128.500000 Penalty: 3246.357910
	Iteration 3F: 3 clusters Score -2758128 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7523 members 
Mstep: Class 2 contains 14258 members 
Entering Unmasked Estep 
Score: -2758846.250000 Penalty: 3246.357910
	Iteration 4F: 3 clusters Score -2758846 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6223 members 
Mstep: Class 2 contains 15558 members 
Entering Unmasked Estep 
Score: -2759824.000000 Penalty: 3246.357910
	Iteration 5F: 3 clusters Score -2759824 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 17017 members 
Entering Unmasked Estep 
Score: -2760953.000000 Penalty: 3246.357910
	Iteration 6F: 3 clusters Score -2760953 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 18464 members 
Entering Unmasked Estep 
Score: -2762227.750000 Penalty: 3246.357910
	Iteration 7F: 3 clusters Score -2762228 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 19701 members 
Entering Unmasked Estep 
Score: -2763315.000000 Penalty: 3246.357910
	Iteration 8F: 3 clusters Score -2763315 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 20546 members 
Entering Unmasked Estep 
Score: -2764075.500000 Penalty: 3246.357910
	Iteration 9Q: 3 clusters Score -2764076 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 21057 members 
Entering Unmasked Estep 
Score: -2764556.000000 Penalty: 3246.357910
	Iteration 10Q: 3 clusters Score -2764556 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 21311 members 
Entering Unmasked Estep 
Score: -2764816.250000 Penalty: 3246.357910
	Iteration 11Q: 3 clusters Score -2764816 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 21434 members 
Entering Unmasked Estep 
Score: -2764962.750000 Penalty: 3246.357910
	Iteration 12Q: 3 clusters Score -2764963 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 21491 members 
Entering Unmasked Estep 
Score: -2765046.750000 Penalty: 3246.357910
	Iteration 13Q: 3 clusters Score -2765047 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 21519 members 
Entering Unmasked Estep 
Score: -2765088.750000 Penalty: 3246.357910
	Iteration 14Q: 3 clusters Score -2765089 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 21533 members 
Entering Unmasked Estep 
Score: -2765110.750000 Penalty: 3246.357910
	Iteration 15Q: 3 clusters Score -2765111 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 21540 members 
Entering Unmasked Estep 
Score: -2765120.750000 Penalty: 3246.357910
	Iteration 16Q: 3 clusters Score -2765121 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 21552 members 
Entering Unmasked Estep 
Score: -2765143.500000 Penalty: 3246.357910
	Iteration 17Q: 3 clusters Score -2765144 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 21562 members 
Entering Unmasked Estep 
Score: -2765160.000000 Penalty: 3246.357910
	Iteration 18Q: 3 clusters Score -2765160 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 21566 members 
Entering Unmasked Estep 
Score: -2765165.250000 Penalty: 3246.357910
	Iteration 19Q: 3 clusters Score -2765165 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 21566 members 
Entering Unmasked Estep 
Score: -2765168.500000 Penalty: 3246.357910
	Iteration 20F: 3 clusters Score -2765168 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 21568 members 
Entering Unmasked Estep 
Score: -2765171.000000 Penalty: 3246.357910
	Iteration 21Q: 3 clusters Score -2765171 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 21571 members 
Entering Unmasked Estep 
Score: -2765172.000000 Penalty: 3246.357910
	Iteration 22Q: 3 clusters Score -2765172 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 21571 members 
Entering Unmasked Estep 
Score: -2765172.750000 Penalty: 3246.357910
	Iteration 23Q: 3 clusters Score -2765173 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 21573 members 
Entering Unmasked Estep 
Score: -2765175.750000 Penalty: 3246.357910
	Iteration 24Q: 3 clusters Score -2765176 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 21573 members 
Entering Unmasked Estep 
Score: -2765175.750000 Penalty: 3246.357910
	Iteration 25F: 3 clusters Score -2765176 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (39484 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39484 members 
Entering Unmasked Estep 
Score: -4994615.000000 Penalty: 1719.843262
	Iteration 0F: 2 clusters Score -4994615 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19881 members 
Mstep: Class 2 contains 19603 members 
Entering Unmasked Estep 
Score: -4968283.000000 Penalty: 3439.686523
	Iteration 0F: 3 clusters Score -4968283 nChanged 18199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21276 members 
Mstep: Class 2 contains 18208 members 
Entering Unmasked Estep 
Score: -4978632.000000 Penalty: 3439.686523
	Iteration 1F: 3 clusters Score -4978632 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22136 members 
Mstep: Class 2 contains 17348 members 
Entering Unmasked Estep 
Score: -4979235.500000 Penalty: 3439.686523
	Iteration 2Q: 3 clusters Score -4979236 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23346 members 
Mstep: Class 2 contains 16138 members 
Entering Unmasked Estep 
Score: -4979974.000000 Penalty: 3439.686523
	Iteration 3Q: 3 clusters Score -4979974 nChanged 2102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25050 members 
Mstep: Class 2 contains 14434 members 
Entering Unmasked Estep 
Score: -4981035.500000 Penalty: 3439.686523
	Iteration 4F: 3 clusters Score -4981036 nChanged 2505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27297 members 
Mstep: Class 2 contains 12187 members 
Entering Unmasked Estep 
Score: -4982621.500000 Penalty: 3439.686523
	Iteration 5F: 3 clusters Score -4982622 nChanged 2752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29903 members 
Mstep: Class 2 contains 9581 members 
Entering Unmasked Estep 
Score: -4984685.000000 Penalty: 3439.686523
	Iteration 6F: 3 clusters Score -4984685 nChanged 2843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32694 members 
Mstep: Class 2 contains 6790 members 
Entering Unmasked Estep 
Score: -4987071.000000 Penalty: 3439.686523
	Iteration 7F: 3 clusters Score -4987071 nChanged 2573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35241 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -4989359.000000 Penalty: 3439.686523
	Iteration 8F: 3 clusters Score -4989359 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37177 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -4991174.500000 Penalty: 3439.686523
	Iteration 9Q: 3 clusters Score -4991174 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38298 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -4992166.000000 Penalty: 3439.686523
	Iteration 10Q: 3 clusters Score -4992166 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38864 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -4992641.000000 Penalty: 3439.686523
	Iteration 11Q: 3 clusters Score -4992641 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39092 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -4992845.000000 Penalty: 3439.686523
	Iteration 12Q: 3 clusters Score -4992845 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39181 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -4992950.000000 Penalty: 3439.686523
	Iteration 13Q: 3 clusters Score -4992950 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39222 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -4993014.000000 Penalty: 3439.686523
	Iteration 14Q: 3 clusters Score -4993014 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39247 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -4993048.000000 Penalty: 3439.686523
	Iteration 15Q: 3 clusters Score -4993048 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39262 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -4993069.500000 Penalty: 3439.686523
	Iteration 16Q: 3 clusters Score -4993070 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39265 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -4993076.500000 Penalty: 3439.686523
	Iteration 17Q: 3 clusters Score -4993076 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39270 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -4993083.500000 Penalty: 3439.686523
	Iteration 18Q: 3 clusters Score -4993084 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39272 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -4993088.000000 Penalty: 3439.686523
	Iteration 19Q: 3 clusters Score -4993088 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39273 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -4993088.500000 Penalty: 3439.686523
	Iteration 20F: 3 clusters Score -4993088 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39272 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -4993090.000000 Penalty: 3439.686523
	Iteration 21Q: 3 clusters Score -4993090 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39272 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -4993090.000000 Penalty: 3439.686523
	Iteration 22F: 3 clusters Score -4993090 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (7906 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7906 members 
Entering Unmasked Estep 
Score: -990242.187500 Penalty: 1458.498779
	Iteration 0F: 2 clusters Score -990242.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -984401.312500 Penalty: 2916.997559
	Iteration 0F: 3 clusters Score -984401.3 nChanged 3351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -986219.875000 Penalty: 2916.997559
	Iteration 1F: 3 clusters Score -986219.9 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -986523.625000 Penalty: 2916.997559
	Iteration 2F: 3 clusters Score -986523.6 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -986841.250000 Penalty: 2916.997559
	Iteration 3F: 3 clusters Score -986841.2 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 5272 members 
Entering Unmasked Estep 
Score: -987156.937500 Penalty: 2916.997559
	Iteration 4F: 3 clusters Score -987156.9 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 5592 members 
Entering Unmasked Estep 
Score: -987452.687500 Penalty: 2916.997559
	Iteration 5F: 3 clusters Score -987452.7 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 5885 members 
Entering Unmasked Estep 
Score: -987701.500000 Penalty: 2916.997559
	Iteration 6Q: 3 clusters Score -987701.5 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 6135 members 
Entering Unmasked Estep 
Score: -987880.437500 Penalty: 2916.997559
	Iteration 7Q: 3 clusters Score -987880.4 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 6350 members 
Entering Unmasked Estep 
Score: -988032.687500 Penalty: 2916.997559
	Iteration 8Q: 3 clusters Score -988032.7 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 6540 members 
Entering Unmasked Estep 
Score: -988178.312500 Penalty: 2916.997559
	Iteration 9Q: 3 clusters Score -988178.3 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 6696 members 
Entering Unmasked Estep 
Score: -988301.625000 Penalty: 2916.997559
	Iteration 10Q: 3 clusters Score -988301.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 6824 members 
Entering Unmasked Estep 
Score: -988401.937500 Penalty: 2916.997559
	Iteration 11Q: 3 clusters Score -988401.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 6929 members 
Entering Unmasked Estep 
Score: -988498.375000 Penalty: 2916.997559
	Iteration 12Q: 3 clusters Score -988498.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 7026 members 
Entering Unmasked Estep 
Score: -988603.625000 Penalty: 2916.997559
	Iteration 13Q: 3 clusters Score -988603.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 7096 members 
Entering Unmasked Estep 
Score: -988684.062500 Penalty: 2916.997559
	Iteration 14Q: 3 clusters Score -988684.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 7151 members 
Entering Unmasked Estep 
Score: -988740.687500 Penalty: 2916.997559
	Iteration 15Q: 3 clusters Score -988740.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 7202 members 
Entering Unmasked Estep 
Score: -988806.562500 Penalty: 2916.997559
	Iteration 16Q: 3 clusters Score -988806.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 7242 members 
Entering Unmasked Estep 
Score: -988871.375000 Penalty: 2916.997559
	Iteration 17Q: 3 clusters Score -988871.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 7270 members 
Entering Unmasked Estep 
Score: -988924.500000 Penalty: 2916.997559
	Iteration 18Q: 3 clusters Score -988924.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 7293 members 
Entering Unmasked Estep 
Score: -988961.500000 Penalty: 2916.997559
	Iteration 19Q: 3 clusters Score -988961.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 7304 members 
Entering Unmasked Estep 
Score: -988988.937500 Penalty: 2916.997559
	Iteration 20F: 3 clusters Score -988988.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 7317 members 
Entering Unmasked Estep 
Score: -989013.375000 Penalty: 2916.997559
	Iteration 21Q: 3 clusters Score -989013.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 7328 members 
Entering Unmasked Estep 
Score: -989039.437500 Penalty: 2916.997559
	Iteration 22Q: 3 clusters Score -989039.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 7334 members 
Entering Unmasked Estep 
Score: -989058.187500 Penalty: 2916.997559
	Iteration 23Q: 3 clusters Score -989058.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 7338 members 
Entering Unmasked Estep 
Score: -989065.875000 Penalty: 2916.997559
	Iteration 24Q: 3 clusters Score -989065.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 7341 members 
Entering Unmasked Estep 
Score: -989076.875000 Penalty: 2916.997559
	Iteration 25Q: 3 clusters Score -989076.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 7342 members 
Entering Unmasked Estep 
Score: -989084.687500 Penalty: 2916.997559
	Iteration 26Q: 3 clusters Score -989084.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 7345 members 
Entering Unmasked Estep 
Score: -989087.937500 Penalty: 2916.997559
	Iteration 27Q: 3 clusters Score -989087.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 7348 members 
Entering Unmasked Estep 
Score: -989088.875000 Penalty: 2916.997559
	Iteration 28Q: 3 clusters Score -989088.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 7349 members 
Entering Unmasked Estep 
Score: -989091.312500 Penalty: 2916.997559
	Iteration 29Q: 3 clusters Score -989091.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 7348 members 
Entering Unmasked Estep 
Score: -989091.250000 Penalty: 2916.997559
	Iteration 30Q: 3 clusters Score -989091.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 7348 members 
Entering Unmasked Estep 
Score: -989091.250000 Penalty: 2916.997559
	Iteration 31F: 3 clusters Score -989091.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (3964 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Entering Unmasked Estep 
Score: -483947.750000 Penalty: 1346.313843
	Iteration 0F: 2 clusters Score -483947.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -480626.093750 Penalty: 2692.627686
	Iteration 0F: 3 clusters Score -480626.1 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -481692.875000 Penalty: 2692.627686
	Iteration 1F: 3 clusters Score -481692.9 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -481937.500000 Penalty: 2692.627686
	Iteration 2F: 3 clusters Score -481937.5 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -482094.312500 Penalty: 2692.627686
	Iteration 3F: 3 clusters Score -482094.3 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -482214.156250 Penalty: 2692.627686
	Iteration 4Q: 3 clusters Score -482214.2 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -482324.562500 Penalty: 2692.627686
	Iteration 5Q: 3 clusters Score -482324.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -482417.937500 Penalty: 2692.627686
	Iteration 6Q: 3 clusters Score -482417.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -482478.968750 Penalty: 2692.627686
	Iteration 7Q: 3 clusters Score -482479 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -482524.031250 Penalty: 2692.627686
	Iteration 8Q: 3 clusters Score -482524 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -482569.062500 Penalty: 2692.627686
	Iteration 9Q: 3 clusters Score -482569.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -482605.375000 Penalty: 2692.627686
	Iteration 10Q: 3 clusters Score -482605.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -482631.937500 Penalty: 2692.627686
	Iteration 11Q: 3 clusters Score -482631.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -482655.843750 Penalty: 2692.627686
	Iteration 12Q: 3 clusters Score -482655.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -482676.343750 Penalty: 2692.627686
	Iteration 13Q: 3 clusters Score -482676.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -482692.718750 Penalty: 2692.627686
	Iteration 14Q: 3 clusters Score -482692.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -482705.375000 Penalty: 2692.627686
	Iteration 15Q: 3 clusters Score -482705.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -482717.875000 Penalty: 2692.627686
	Iteration 16Q: 3 clusters Score -482717.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -482725.656250 Penalty: 2692.627686
	Iteration 17Q: 3 clusters Score -482725.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -482733.343750 Penalty: 2692.627686
	Iteration 18Q: 3 clusters Score -482733.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -482741.125000 Penalty: 2692.627686
	Iteration 19Q: 3 clusters Score -482741.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -482752.406250 Penalty: 2692.627686
	Iteration 20F: 3 clusters Score -482752.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -482767.218750 Penalty: 2692.627686
	Iteration 21Q: 3 clusters Score -482767.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -482785.968750 Penalty: 2692.627686
	Iteration 22Q: 3 clusters Score -482786 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -482798.968750 Penalty: 2692.627686
	Iteration 23Q: 3 clusters Score -482799 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -482806.875000 Penalty: 2692.627686
	Iteration 24Q: 3 clusters Score -482806.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -482812.687500 Penalty: 2692.627686
	Iteration 25Q: 3 clusters Score -482812.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -482819.437500 Penalty: 2692.627686
	Iteration 26Q: 3 clusters Score -482819.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -482824.500000 Penalty: 2692.627686
	Iteration 27Q: 3 clusters Score -482824.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -482829.281250 Penalty: 2692.627686
	Iteration 28Q: 3 clusters Score -482829.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -482837.093750 Penalty: 2692.627686
	Iteration 29Q: 3 clusters Score -482837.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -482840.593750 Penalty: 2692.627686
	Iteration 30Q: 3 clusters Score -482840.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -482844.625000 Penalty: 2692.627686
	Iteration 31Q: 3 clusters Score -482844.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -482847.687500 Penalty: 2692.627686
	Iteration 32Q: 3 clusters Score -482847.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -482854.031250 Penalty: 2692.627686
	Iteration 33Q: 3 clusters Score -482854 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -482858.843750 Penalty: 2692.627686
	Iteration 34Q: 3 clusters Score -482858.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -482863.593750 Penalty: 2692.627686
	Iteration 35Q: 3 clusters Score -482863.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -482870.343750 Penalty: 2692.627686
	Iteration 36Q: 3 clusters Score -482870.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -482874.875000 Penalty: 2692.627686
	Iteration 37Q: 3 clusters Score -482874.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -482889.187500 Penalty: 2692.627686
	Iteration 38Q: 3 clusters Score -482889.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -482898.968750 Penalty: 2692.627686
	Iteration 39Q: 3 clusters Score -482899 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -482905.781250 Penalty: 2692.627686
	Iteration 40F: 3 clusters Score -482905.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -482913.781250 Penalty: 2692.627686
	Iteration 41Q: 3 clusters Score -482913.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -482921.375000 Penalty: 2692.627686
	Iteration 42Q: 3 clusters Score -482921.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -482930.187500 Penalty: 2692.627686
	Iteration 43Q: 3 clusters Score -482930.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -482939.937500 Penalty: 2692.627686
	Iteration 44Q: 3 clusters Score -482939.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -482950.843750 Penalty: 2692.627686
	Iteration 45Q: 3 clusters Score -482950.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -482963.250000 Penalty: 2692.627686
	Iteration 46Q: 3 clusters Score -482963.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -482979.812500 Penalty: 2692.627686
	Iteration 47Q: 3 clusters Score -482979.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -482995.531250 Penalty: 2692.627686
	Iteration 48Q: 3 clusters Score -482995.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -483012.375000 Penalty: 2692.627686
	Iteration 49Q: 3 clusters Score -483012.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -483023.375000 Penalty: 2692.627686
	Iteration 50Q: 3 clusters Score -483023.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -483039.656250 Penalty: 2692.627686
	Iteration 51Q: 3 clusters Score -483039.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -483051.156250 Penalty: 2692.627686
	Iteration 52Q: 3 clusters Score -483051.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -483068.468750 Penalty: 2692.627686
	Iteration 53Q: 3 clusters Score -483068.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -483087.093750 Penalty: 2692.627686
	Iteration 54Q: 3 clusters Score -483087.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -483105.187500 Penalty: 2692.627686
	Iteration 55Q: 3 clusters Score -483105.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -483121.312500 Penalty: 2692.627686
	Iteration 56Q: 3 clusters Score -483121.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -483137.218750 Penalty: 2692.627686
	Iteration 57Q: 3 clusters Score -483137.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -483161.375000 Penalty: 2692.627686
	Iteration 58Q: 3 clusters Score -483161.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -483182.531250 Penalty: 2692.627686
	Iteration 59Q: 3 clusters Score -483182.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -483201.812500 Penalty: 2692.627686
	Iteration 60F: 3 clusters Score -483201.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -483218.437500 Penalty: 2692.627686
	Iteration 61Q: 3 clusters Score -483218.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -483228.718750 Penalty: 2692.627686
	Iteration 62Q: 3 clusters Score -483228.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -483240.812500 Penalty: 2692.627686
	Iteration 63Q: 3 clusters Score -483240.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -483250.125000 Penalty: 2692.627686
	Iteration 64Q: 3 clusters Score -483250.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -483254.187500 Penalty: 2692.627686
	Iteration 65Q: 3 clusters Score -483254.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -483255.656250 Penalty: 2692.627686
	Iteration 66Q: 3 clusters Score -483255.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -483258.718750 Penalty: 2692.627686
	Iteration 67Q: 3 clusters Score -483258.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -483261.343750 Penalty: 2692.627686
	Iteration 68Q: 3 clusters Score -483261.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -483262.562500 Penalty: 2692.627686
	Iteration 69Q: 3 clusters Score -483262.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -483264.843750 Penalty: 2692.627686
	Iteration 70Q: 3 clusters Score -483264.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -483270.437500 Penalty: 2692.627686
	Iteration 71Q: 3 clusters Score -483270.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -483274.781250 Penalty: 2692.627686
	Iteration 72Q: 3 clusters Score -483274.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -483281.875000 Penalty: 2692.627686
	Iteration 73Q: 3 clusters Score -483281.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -483287.625000 Penalty: 2692.627686
	Iteration 74Q: 3 clusters Score -483287.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -483296.687500 Penalty: 2692.627686
	Iteration 75Q: 3 clusters Score -483296.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -483300.750000 Penalty: 2692.627686
	Iteration 76Q: 3 clusters Score -483300.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -483306.000000 Penalty: 2692.627686
	Iteration 77Q: 3 clusters Score -483306 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -483308.468750 Penalty: 2692.627686
	Iteration 78Q: 3 clusters Score -483308.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -483312.750000 Penalty: 2692.627686
	Iteration 79Q: 3 clusters Score -483312.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -483315.312500 Penalty: 2692.627686
	Iteration 80F: 3 clusters Score -483315.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -483322.375000 Penalty: 2692.627686
	Iteration 81Q: 3 clusters Score -483322.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -483330.406250 Penalty: 2692.627686
	Iteration 82Q: 3 clusters Score -483330.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -483336.187500 Penalty: 2692.627686
	Iteration 83Q: 3 clusters Score -483336.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -483336.812500 Penalty: 2692.627686
	Iteration 84Q: 3 clusters Score -483336.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -483337.906250 Penalty: 2692.627686
	Iteration 85Q: 3 clusters Score -483337.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -483339.625000 Penalty: 2692.627686
	Iteration 86Q: 3 clusters Score -483339.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -483343.031250 Penalty: 2692.627686
	Iteration 87Q: 3 clusters Score -483343 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -483345.625000 Penalty: 2692.627686
	Iteration 88Q: 3 clusters Score -483345.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -483349.656250 Penalty: 2692.627686
	Iteration 89Q: 3 clusters Score -483349.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -483355.812500 Penalty: 2692.627686
	Iteration 90Q: 3 clusters Score -483355.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -483359.750000 Penalty: 2692.627686
	Iteration 91Q: 3 clusters Score -483359.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -483361.968750 Penalty: 2692.627686
	Iteration 92Q: 3 clusters Score -483362 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -483364.562500 Penalty: 2692.627686
	Iteration 93Q: 3 clusters Score -483364.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -483365.937500 Penalty: 2692.627686
	Iteration 94Q: 3 clusters Score -483365.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -483368.281250 Penalty: 2692.627686
	Iteration 95Q: 3 clusters Score -483368.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -483371.625000 Penalty: 2692.627686
	Iteration 96Q: 3 clusters Score -483371.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -483375.875000 Penalty: 2692.627686
	Iteration 97Q: 3 clusters Score -483375.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -483376.625000 Penalty: 2692.627686
	Iteration 98Q: 3 clusters Score -483376.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -483378.281250 Penalty: 2692.627686
	Iteration 99Q: 3 clusters Score -483378.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -483378.750000 Penalty: 2692.627686
	Iteration 100F: 3 clusters Score -483378.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -483379.000000 Penalty: 2692.627686
	Iteration 101Q: 3 clusters Score -483379 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -483379.000000 Penalty: 2692.627686
	Iteration 102F: 3 clusters Score -483379 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (2326 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Entering Unmasked Estep 
Score: -287589.781250 Penalty: 1259.684692
	Iteration 0F: 2 clusters Score -287589.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -285321.125000 Penalty: 2519.369385
	Iteration 0F: 3 clusters Score -285321.1 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -285819.062500 Penalty: 2519.369385
	Iteration 1F: 3 clusters Score -285819.1 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -285927.625000 Penalty: 2519.369385
	Iteration 2F: 3 clusters Score -285927.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -285994.031250 Penalty: 2519.369385
	Iteration 3Q: 3 clusters Score -285994 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -286048.531250 Penalty: 2519.369385
	Iteration 4Q: 3 clusters Score -286048.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -286098.000000 Penalty: 2519.369385
	Iteration 5Q: 3 clusters Score -286098 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -286133.343750 Penalty: 2519.369385
	Iteration 6Q: 3 clusters Score -286133.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -286165.343750 Penalty: 2519.369385
	Iteration 7Q: 3 clusters Score -286165.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -286192.312500 Penalty: 2519.369385
	Iteration 8Q: 3 clusters Score -286192.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -286221.437500 Penalty: 2519.369385
	Iteration 9Q: 3 clusters Score -286221.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -286261.750000 Penalty: 2519.369385
	Iteration 10Q: 3 clusters Score -286261.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -286301.312500 Penalty: 2519.369385
	Iteration 11Q: 3 clusters Score -286301.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -286341.562500 Penalty: 2519.369385
	Iteration 12Q: 3 clusters Score -286341.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -286394.906250 Penalty: 2519.369385
	Iteration 13Q: 3 clusters Score -286394.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -286437.375000 Penalty: 2519.369385
	Iteration 14Q: 3 clusters Score -286437.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -286485.593750 Penalty: 2519.369385
	Iteration 15Q: 3 clusters Score -286485.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -286531.125000 Penalty: 2519.369385
	Iteration 16Q: 3 clusters Score -286531.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -286563.000000 Penalty: 2519.369385
	Iteration 17Q: 3 clusters Score -286563 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -286589.093750 Penalty: 2519.369385
	Iteration 18Q: 3 clusters Score -286589.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -286611.906250 Penalty: 2519.369385
	Iteration 19Q: 3 clusters Score -286611.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -286632.031250 Penalty: 2519.369385
	Iteration 20F: 3 clusters Score -286632 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -286655.062500 Penalty: 2519.369385
	Iteration 21Q: 3 clusters Score -286655.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -286677.656250 Penalty: 2519.369385
	Iteration 22Q: 3 clusters Score -286677.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -286695.281250 Penalty: 2519.369385
	Iteration 23Q: 3 clusters Score -286695.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -286720.437500 Penalty: 2519.369385
	Iteration 24Q: 3 clusters Score -286720.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -286746.218750 Penalty: 2519.369385
	Iteration 25Q: 3 clusters Score -286746.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -286770.968750 Penalty: 2519.369385
	Iteration 26Q: 3 clusters Score -286771 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -286789.312500 Penalty: 2519.369385
	Iteration 27Q: 3 clusters Score -286789.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -286806.281250 Penalty: 2519.369385
	Iteration 28Q: 3 clusters Score -286806.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -286815.156250 Penalty: 2519.369385
	Iteration 29Q: 3 clusters Score -286815.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -286821.531250 Penalty: 2519.369385
	Iteration 30Q: 3 clusters Score -286821.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -286827.656250 Penalty: 2519.369385
	Iteration 31Q: 3 clusters Score -286827.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -286831.500000 Penalty: 2519.369385
	Iteration 32Q: 3 clusters Score -286831.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -286833.312500 Penalty: 2519.369385
	Iteration 33Q: 3 clusters Score -286833.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -286834.625000 Penalty: 2519.369385
	Iteration 34Q: 3 clusters Score -286834.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -286836.562500 Penalty: 2519.369385
	Iteration 35Q: 3 clusters Score -286836.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -286840.593750 Penalty: 2519.369385
	Iteration 36Q: 3 clusters Score -286840.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -286843.312500 Penalty: 2519.369385
	Iteration 37Q: 3 clusters Score -286843.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -286845.937500 Penalty: 2519.369385
	Iteration 38Q: 3 clusters Score -286845.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -286846.750000 Penalty: 2519.369385
	Iteration 39Q: 3 clusters Score -286846.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -286846.750000 Penalty: 2519.369385
	Iteration 40F: 3 clusters Score -286846.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (23827 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23827 members 
Entering Unmasked Estep 
Score: -2953066.750000 Penalty: 1637.768433
	Iteration 0F: 2 clusters Score -2953067 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11923 members 
Mstep: Class 2 contains 11904 members 
Entering Unmasked Estep 
Score: -2936818.000000 Penalty: 3275.536865
	Iteration 0F: 3 clusters Score -2936818 nChanged 10956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11925 members 
Mstep: Class 2 contains 11902 members 
Entering Unmasked Estep 
Score: -2942839.750000 Penalty: 3275.536865
	Iteration 1F: 3 clusters Score -2942840 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11956 members 
Mstep: Class 2 contains 11871 members 
Entering Unmasked Estep 
Score: -2943218.750000 Penalty: 3275.536865
	Iteration 2Q: 3 clusters Score -2943219 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11964 members 
Mstep: Class 2 contains 11863 members 
Entering Unmasked Estep 
Score: -2943520.500000 Penalty: 3275.536865
	Iteration 3Q: 3 clusters Score -2943520 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11952 members 
Mstep: Class 2 contains 11875 members 
Entering Unmasked Estep 
Score: -2943850.500000 Penalty: 3275.536865
	Iteration 4Q: 3 clusters Score -2943850 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11875 members 
Mstep: Class 2 contains 11952 members 
Entering Unmasked Estep 
Score: -2944118.000000 Penalty: 3275.536865
	Iteration 5Q: 3 clusters Score -2944118 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11776 members 
Mstep: Class 2 contains 12051 members 
Entering Unmasked Estep 
Score: -2944349.250000 Penalty: 3275.536865
	Iteration 6Q: 3 clusters Score -2944349 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11613 members 
Mstep: Class 2 contains 12214 members 
Entering Unmasked Estep 
Score: -2944565.000000 Penalty: 3275.536865
	Iteration 7Q: 3 clusters Score -2944565 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11400 members 
Mstep: Class 2 contains 12427 members 
Entering Unmasked Estep 
Score: -2944765.000000 Penalty: 3275.536865
	Iteration 8Q: 3 clusters Score -2944765 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11117 members 
Mstep: Class 2 contains 12710 members 
Entering Unmasked Estep 
Score: -2944989.000000 Penalty: 3275.536865
	Iteration 9Q: 3 clusters Score -2944989 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10734 members 
Mstep: Class 2 contains 13093 members 
Entering Unmasked Estep 
Score: -2945257.000000 Penalty: 3275.536865
	Iteration 10Q: 3 clusters Score -2945257 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10251 members 
Mstep: Class 2 contains 13576 members 
Entering Unmasked Estep 
Score: -2945556.750000 Penalty: 3275.536865
	Iteration 11Q: 3 clusters Score -2945557 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9712 members 
Mstep: Class 2 contains 14115 members 
Entering Unmasked Estep 
Score: -2945893.250000 Penalty: 3275.536865
	Iteration 12Q: 3 clusters Score -2945893 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9064 members 
Mstep: Class 2 contains 14763 members 
Entering Unmasked Estep 
Score: -2946341.750000 Penalty: 3275.536865
	Iteration 13Q: 3 clusters Score -2946342 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8314 members 
Mstep: Class 2 contains 15513 members 
Entering Unmasked Estep 
Score: -2946973.250000 Penalty: 3275.536865
	Iteration 14Q: 3 clusters Score -2946973 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7503 members 
Mstep: Class 2 contains 16324 members 
Entering Unmasked Estep 
Score: -2947750.500000 Penalty: 3275.536865
	Iteration 15Q: 3 clusters Score -2947750 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6714 members 
Mstep: Class 2 contains 17113 members 
Entering Unmasked Estep 
Score: -2948615.000000 Penalty: 3275.536865
	Iteration 16Q: 3 clusters Score -2948615 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6044 members 
Mstep: Class 2 contains 17783 members 
Entering Unmasked Estep 
Score: -2949387.500000 Penalty: 3275.536865
	Iteration 17Q: 3 clusters Score -2949388 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5432 members 
Mstep: Class 2 contains 18395 members 
Entering Unmasked Estep 
Score: -2949977.750000 Penalty: 3275.536865
	Iteration 18Q: 3 clusters Score -2949978 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 18930 members 
Entering Unmasked Estep 
Score: -2950331.250000 Penalty: 3275.536865
	Iteration 19Q: 3 clusters Score -2950331 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 19398 members 
Entering Unmasked Estep 
Score: -2950661.250000 Penalty: 3275.536865
	Iteration 20F: 3 clusters Score -2950661 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 19821 members 
Entering Unmasked Estep 
Score: -2950909.250000 Penalty: 3275.536865
	Iteration 21Q: 3 clusters Score -2950909 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 20216 members 
Entering Unmasked Estep 
Score: -2951127.000000 Penalty: 3275.536865
	Iteration 22Q: 3 clusters Score -2951127 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 20560 members 
Entering Unmasked Estep 
Score: -2951311.750000 Penalty: 3275.536865
	Iteration 23Q: 3 clusters Score -2951312 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 20845 members 
Entering Unmasked Estep 
Score: -2951451.250000 Penalty: 3275.536865
	Iteration 24Q: 3 clusters Score -2951451 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 21124 members 
Entering Unmasked Estep 
Score: -2951600.500000 Penalty: 3275.536865
	Iteration 25Q: 3 clusters Score -2951600 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 21381 members 
Entering Unmasked Estep 
Score: -2951738.000000 Penalty: 3275.536865
	Iteration 26Q: 3 clusters Score -2951738 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 21611 members 
Entering Unmasked Estep 
Score: -2951858.500000 Penalty: 3275.536865
	Iteration 27Q: 3 clusters Score -2951858 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 21801 members 
Entering Unmasked Estep 
Score: -2951962.250000 Penalty: 3275.536865
	Iteration 28Q: 3 clusters Score -2951962 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 21971 members 
Entering Unmasked Estep 
Score: -2952044.500000 Penalty: 3275.536865
	Iteration 29Q: 3 clusters Score -2952044 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 22105 members 
Entering Unmasked Estep 
Score: -2952107.000000 Penalty: 3275.536865
	Iteration 30Q: 3 clusters Score -2952107 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 22218 members 
Entering Unmasked Estep 
Score: -2952171.250000 Penalty: 3275.536865
	Iteration 31Q: 3 clusters Score -2952171 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 22319 members 
Entering Unmasked Estep 
Score: -2952223.000000 Penalty: 3275.536865
	Iteration 32Q: 3 clusters Score -2952223 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 22411 members 
Entering Unmasked Estep 
Score: -2952278.750000 Penalty: 3275.536865
	Iteration 33Q: 3 clusters Score -2952279 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 22504 members 
Entering Unmasked Estep 
Score: -2952327.750000 Penalty: 3275.536865
	Iteration 34Q: 3 clusters Score -2952328 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 22571 members 
Entering Unmasked Estep 
Score: -2952362.750000 Penalty: 3275.536865
	Iteration 35Q: 3 clusters Score -2952363 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 22636 members 
Entering Unmasked Estep 
Score: -2952395.750000 Penalty: 3275.536865
	Iteration 36Q: 3 clusters Score -2952396 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 22689 members 
Entering Unmasked Estep 
Score: -2952433.500000 Penalty: 3275.536865
	Iteration 37Q: 3 clusters Score -2952434 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 22739 members 
Entering Unmasked Estep 
Score: -2952467.250000 Penalty: 3275.536865
	Iteration 38Q: 3 clusters Score -2952467 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 22773 members 
Entering Unmasked Estep 
Score: -2952493.500000 Penalty: 3275.536865
	Iteration 39Q: 3 clusters Score -2952494 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 22800 members 
Entering Unmasked Estep 
Score: -2952504.750000 Penalty: 3275.536865
	Iteration 40F: 3 clusters Score -2952505 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 22824 members 
Entering Unmasked Estep 
Score: -2952513.250000 Penalty: 3275.536865
	Iteration 41Q: 3 clusters Score -2952513 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 22859 members 
Entering Unmasked Estep 
Score: -2952530.500000 Penalty: 3275.536865
	Iteration 42Q: 3 clusters Score -2952530 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 22892 members 
Entering Unmasked Estep 
Score: -2952559.750000 Penalty: 3275.536865
	Iteration 43Q: 3 clusters Score -2952560 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 22923 members 
Entering Unmasked Estep 
Score: -2952576.000000 Penalty: 3275.536865
	Iteration 44Q: 3 clusters Score -2952576 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 22952 members 
Entering Unmasked Estep 
Score: -2952590.500000 Penalty: 3275.536865
	Iteration 45Q: 3 clusters Score -2952590 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 22976 members 
Entering Unmasked Estep 
Score: -2952599.000000 Penalty: 3275.536865
	Iteration 46Q: 3 clusters Score -2952599 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 22997 members 
Entering Unmasked Estep 
Score: -2952616.750000 Penalty: 3275.536865
	Iteration 47Q: 3 clusters Score -2952617 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 23014 members 
Entering Unmasked Estep 
Score: -2952629.750000 Penalty: 3275.536865
	Iteration 48Q: 3 clusters Score -2952630 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 23031 members 
Entering Unmasked Estep 
Score: -2952637.250000 Penalty: 3275.536865
	Iteration 49Q: 3 clusters Score -2952637 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 23044 members 
Entering Unmasked Estep 
Score: -2952648.500000 Penalty: 3275.536865
	Iteration 50Q: 3 clusters Score -2952648 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 23053 members 
Entering Unmasked Estep 
Score: -2952651.500000 Penalty: 3275.536865
	Iteration 51Q: 3 clusters Score -2952652 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 23060 members 
Entering Unmasked Estep 
Score: -2952657.000000 Penalty: 3275.536865
	Iteration 52Q: 3 clusters Score -2952657 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 23061 members 
Entering Unmasked Estep 
Score: -2952657.500000 Penalty: 3275.536865
	Iteration 53Q: 3 clusters Score -2952658 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 23062 members 
Entering Unmasked Estep 
Score: -2952657.500000 Penalty: 3275.536865
	Iteration 54Q: 3 clusters Score -2952658 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 23063 members 
Entering Unmasked Estep 
Score: -2952658.250000 Penalty: 3275.536865
	Iteration 55Q: 3 clusters Score -2952658 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 23065 members 
Entering Unmasked Estep 
Score: -2952653.750000 Penalty: 3275.536865
	Iteration 56Q: 3 clusters Score -2952654 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 23068 members 
Entering Unmasked Estep 
Score: -2952653.250000 Penalty: 3275.536865
	Iteration 57Q: 3 clusters Score -2952653 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 23068 members 
Entering Unmasked Estep 
Score: -2952653.250000 Penalty: 3275.536865
	Iteration 58F: 3 clusters Score -2952653 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (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: -42691.425781 Penalty: 976.830933
	Iteration 0F: 2 clusters Score -42691.43 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 204 members 
Entering Unmasked Estep 
Score: -41789.601562 Penalty: 1953.661865
	Iteration 0F: 3 clusters Score -41789.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -42015.105469 Penalty: 1953.661865
	Iteration 1F: 3 clusters Score -42015.11 nChanged 35
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: -42138.921875 Penalty: 1953.661865
	Iteration 2F: 3 clusters Score -42138.92 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -42250.054688 Penalty: 1953.661865
	Iteration 3Q: 3 clusters Score -42250.05 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -42383.496094 Penalty: 1953.661865
	Iteration 4Q: 3 clusters Score -42383.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -42411.621094 Penalty: 1953.661865
	Iteration 5Q: 3 clusters Score -42411.62 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -42423.285156 Penalty: 1953.661865
	Iteration 6Q: 3 clusters Score -42423.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -42429.574219 Penalty: 1953.661865
	Iteration 7Q: 3 clusters Score -42429.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -42430.660156 Penalty: 1953.661865
	Iteration 8Q: 3 clusters Score -42430.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -42430.660156 Penalty: 1953.661865
	Iteration 9F: 3 clusters Score -42430.66 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (3867 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Entering Unmasked Estep 
Score: -457522.718750 Penalty: 1342.287964
	Iteration 0F: 2 clusters Score -457522.7 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 1979 members 
Entering Unmasked Estep 
Score: -454322.375000 Penalty: 2684.575928
	Iteration 0F: 3 clusters Score -454322.4 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -455277.937500 Penalty: 2684.575928
	Iteration 1F: 3 clusters Score -455277.9 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -455570.531250 Penalty: 2684.575928
	Iteration 2F: 3 clusters Score -455570.5 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -455822.125000 Penalty: 2684.575928
	Iteration 3F: 3 clusters Score -455822.1 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -456074.531250 Penalty: 2684.575928
	Iteration 4F: 3 clusters Score -456074.5 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -456328.656250 Penalty: 2684.575928
	Iteration 5F: 3 clusters Score -456328.7 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -456531.812500 Penalty: 2684.575928
	Iteration 6F: 3 clusters Score -456531.8 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -456665.875000 Penalty: 2684.575928
	Iteration 7Q: 3 clusters Score -456665.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -456758.687500 Penalty: 2684.575928
	Iteration 8Q: 3 clusters Score -456758.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -456807.781250 Penalty: 2684.575928
	Iteration 9Q: 3 clusters Score -456807.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -456837.937500 Penalty: 2684.575928
	Iteration 10Q: 3 clusters Score -456837.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -456863.625000 Penalty: 2684.575928
	Iteration 11Q: 3 clusters Score -456863.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -456882.062500 Penalty: 2684.575928
	Iteration 12Q: 3 clusters Score -456882.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -456894.875000 Penalty: 2684.575928
	Iteration 13Q: 3 clusters Score -456894.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -456905.781250 Penalty: 2684.575928
	Iteration 14Q: 3 clusters Score -456905.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -456912.000000 Penalty: 2684.575928
	Iteration 15Q: 3 clusters Score -456912 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -456915.718750 Penalty: 2684.575928
	Iteration 16Q: 3 clusters Score -456915.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -456920.312500 Penalty: 2684.575928
	Iteration 17Q: 3 clusters Score -456920.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -456923.312500 Penalty: 2684.575928
	Iteration 18Q: 3 clusters Score -456923.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -456925.750000 Penalty: 2684.575928
	Iteration 19Q: 3 clusters Score -456925.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -456929.156250 Penalty: 2684.575928
	Iteration 20F: 3 clusters Score -456929.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -456930.406250 Penalty: 2684.575928
	Iteration 21Q: 3 clusters Score -456930.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -456930.437500 Penalty: 2684.575928
	Iteration 22Q: 3 clusters Score -456930.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -456930.812500 Penalty: 2684.575928
	Iteration 23Q: 3 clusters Score -456930.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -456931.437500 Penalty: 2684.575928
	Iteration 24Q: 3 clusters Score -456931.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -456931.687500 Penalty: 2684.575928
	Iteration 25Q: 3 clusters Score -456931.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -456931.687500 Penalty: 2684.575928
	Iteration 26F: 3 clusters Score -456931.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (12569 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12569 members 
Entering Unmasked Estep 
Score: -1602395.875000 Penalty: 1533.835693
	Iteration 0F: 2 clusters Score -1602396 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6290 members 
Mstep: Class 2 contains 6279 members 
Entering Unmasked Estep 
Score: -1593605.500000 Penalty: 3067.671387
	Iteration 0F: 3 clusters Score -1593606 nChanged 5549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6345 members 
Mstep: Class 2 contains 6224 members 
Entering Unmasked Estep 
Score: -1596496.000000 Penalty: 3067.671387
	Iteration 1F: 3 clusters Score -1596496 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6409 members 
Mstep: Class 2 contains 6160 members 
Entering Unmasked Estep 
Score: -1596779.750000 Penalty: 3067.671387
	Iteration 2F: 3 clusters Score -1596780 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6494 members 
Mstep: Class 2 contains 6075 members 
Entering Unmasked Estep 
Score: -1597048.375000 Penalty: 3067.671387
	Iteration 3F: 3 clusters Score -1597048 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6558 members 
Mstep: Class 2 contains 6011 members 
Entering Unmasked Estep 
Score: -1597325.750000 Penalty: 3067.671387
	Iteration 4Q: 3 clusters Score -1597326 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6661 members 
Mstep: Class 2 contains 5908 members 
Entering Unmasked Estep 
Score: -1597594.875000 Penalty: 3067.671387
	Iteration 5Q: 3 clusters Score -1597595 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6798 members 
Mstep: Class 2 contains 5771 members 
Entering Unmasked Estep 
Score: -1597888.375000 Penalty: 3067.671387
	Iteration 6Q: 3 clusters Score -1597888 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6975 members 
Mstep: Class 2 contains 5594 members 
Entering Unmasked Estep 
Score: -1598161.375000 Penalty: 3067.671387
	Iteration 7Q: 3 clusters Score -1598161 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7149 members 
Mstep: Class 2 contains 5420 members 
Entering Unmasked Estep 
Score: -1598429.500000 Penalty: 3067.671387
	Iteration 8Q: 3 clusters Score -1598430 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7377 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
Score: -1598707.375000 Penalty: 3067.671387
	Iteration 9Q: 3 clusters Score -1598707 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7599 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -1598985.750000 Penalty: 3067.671387
	Iteration 10Q: 3 clusters Score -1598986 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7813 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -1599224.500000 Penalty: 3067.671387
	Iteration 11Q: 3 clusters Score -1599224 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8016 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -1599410.500000 Penalty: 3067.671387
	Iteration 12Q: 3 clusters Score -1599410 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8206 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -1599532.625000 Penalty: 3067.671387
	Iteration 13Q: 3 clusters Score -1599533 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8384 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -1599616.250000 Penalty: 3067.671387
	Iteration 14Q: 3 clusters Score -1599616 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8554 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -1599697.125000 Penalty: 3067.671387
	Iteration 15Q: 3 clusters Score -1599697 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8710 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -1599779.500000 Penalty: 3067.671387
	Iteration 16Q: 3 clusters Score -1599780 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8860 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -1599853.375000 Penalty: 3067.671387
	Iteration 17Q: 3 clusters Score -1599853 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9007 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -1599922.375000 Penalty: 3067.671387
	Iteration 18Q: 3 clusters Score -1599922 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9160 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -1600004.000000 Penalty: 3067.671387
	Iteration 19Q: 3 clusters Score -1600004 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9337 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -1600095.500000 Penalty: 3067.671387
	Iteration 20F: 3 clusters Score -1600096 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9508 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -1600191.000000 Penalty: 3067.671387
	Iteration 21Q: 3 clusters Score -1600191 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9678 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -1600300.125000 Penalty: 3067.671387
	Iteration 22Q: 3 clusters Score -1600300 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9859 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -1600443.750000 Penalty: 3067.671387
	Iteration 23Q: 3 clusters Score -1600444 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10026 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -1600567.250000 Penalty: 3067.671387
	Iteration 24Q: 3 clusters Score -1600567 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10162 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -1600670.125000 Penalty: 3067.671387
	Iteration 25Q: 3 clusters Score -1600670 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10271 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -1600742.875000 Penalty: 3067.671387
	Iteration 26Q: 3 clusters Score -1600743 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10381 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -1600798.625000 Penalty: 3067.671387
	Iteration 27Q: 3 clusters Score -1600799 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10467 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -1600831.000000 Penalty: 3067.671387
	Iteration 28Q: 3 clusters Score -1600831 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10544 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -1600862.500000 Penalty: 3067.671387
	Iteration 29Q: 3 clusters Score -1600862 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10630 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -1600896.250000 Penalty: 3067.671387
	Iteration 30Q: 3 clusters Score -1600896 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10708 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -1600934.000000 Penalty: 3067.671387
	Iteration 31Q: 3 clusters Score -1600934 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10787 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -1600957.375000 Penalty: 3067.671387
	Iteration 32Q: 3 clusters Score -1600957 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10849 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -1600976.750000 Penalty: 3067.671387
	Iteration 33Q: 3 clusters Score -1600977 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10911 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -1600990.125000 Penalty: 3067.671387
	Iteration 34Q: 3 clusters Score -1600990 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10962 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -1601007.875000 Penalty: 3067.671387
	Iteration 35Q: 3 clusters Score -1601008 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11019 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -1601024.250000 Penalty: 3067.671387
	Iteration 36Q: 3 clusters Score -1601024 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11070 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -1601040.375000 Penalty: 3067.671387
	Iteration 37Q: 3 clusters Score -1601040 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11116 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -1601065.375000 Penalty: 3067.671387
	Iteration 38Q: 3 clusters Score -1601065 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11171 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -1601085.500000 Penalty: 3067.671387
	Iteration 39Q: 3 clusters Score -1601086 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11218 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -1601096.250000 Penalty: 3067.671387
	Iteration 40F: 3 clusters Score -1601096 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11249 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -1601108.250000 Penalty: 3067.671387
	Iteration 41Q: 3 clusters Score -1601108 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11280 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -1601116.125000 Penalty: 3067.671387
	Iteration 42Q: 3 clusters Score -1601116 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11312 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -1601121.125000 Penalty: 3067.671387
	Iteration 43Q: 3 clusters Score -1601121 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11329 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -1601123.750000 Penalty: 3067.671387
	Iteration 44Q: 3 clusters Score -1601124 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11344 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -1601127.125000 Penalty: 3067.671387
	Iteration 45Q: 3 clusters Score -1601127 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11353 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -1601130.250000 Penalty: 3067.671387
	Iteration 46Q: 3 clusters Score -1601130 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11360 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -1601132.750000 Penalty: 3067.671387
	Iteration 47Q: 3 clusters Score -1601133 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11369 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -1601133.500000 Penalty: 3067.671387
	Iteration 48Q: 3 clusters Score -1601134 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11379 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -1601134.875000 Penalty: 3067.671387
	Iteration 49Q: 3 clusters Score -1601135 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11389 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -1601139.500000 Penalty: 3067.671387
	Iteration 50Q: 3 clusters Score -1601140 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11396 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -1601140.875000 Penalty: 3067.671387
	Iteration 51Q: 3 clusters Score -1601141 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11407 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -1601145.500000 Penalty: 3067.671387
	Iteration 52Q: 3 clusters Score -1601146 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11419 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -1601149.000000 Penalty: 3067.671387
	Iteration 53Q: 3 clusters Score -1601149 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11431 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -1601150.375000 Penalty: 3067.671387
	Iteration 54Q: 3 clusters Score -1601150 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11440 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -1601152.625000 Penalty: 3067.671387
	Iteration 55Q: 3 clusters Score -1601153 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11452 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -1601153.875000 Penalty: 3067.671387
	Iteration 56Q: 3 clusters Score -1601154 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11458 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -1601153.000000 Penalty: 3067.671387
	Iteration 57Q: 3 clusters Score -1601153 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11464 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -1601155.750000 Penalty: 3067.671387
	Iteration 58Q: 3 clusters Score -1601156 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11471 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -1601159.875000 Penalty: 3067.671387
	Iteration 59Q: 3 clusters Score -1601160 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11475 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -1601160.875000 Penalty: 3067.671387
	Iteration 60F: 3 clusters Score -1601161 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11481 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -1601160.750000 Penalty: 3067.671387
	Iteration 61Q: 3 clusters Score -1601161 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11489 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -1601163.125000 Penalty: 3067.671387
	Iteration 62Q: 3 clusters Score -1601163 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11494 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -1601163.125000 Penalty: 3067.671387
	Iteration 63Q: 3 clusters Score -1601163 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11501 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -1601166.000000 Penalty: 3067.671387
	Iteration 64Q: 3 clusters Score -1601166 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11508 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -1601170.375000 Penalty: 3067.671387
	Iteration 65Q: 3 clusters Score -1601170 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11513 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -1601169.875000 Penalty: 3067.671387
	Iteration 66Q: 3 clusters Score -1601170 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11519 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -1601170.000000 Penalty: 3067.671387
	Iteration 67Q: 3 clusters Score -1601170 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11525 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -1601171.625000 Penalty: 3067.671387
	Iteration 68Q: 3 clusters Score -1601172 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11533 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -1601174.125000 Penalty: 3067.671387
	Iteration 69Q: 3 clusters Score -1601174 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11546 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -1601176.000000 Penalty: 3067.671387
	Iteration 70Q: 3 clusters Score -1601176 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11557 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -1601179.875000 Penalty: 3067.671387
	Iteration 71Q: 3 clusters Score -1601180 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11566 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -1601182.000000 Penalty: 3067.671387
	Iteration 72Q: 3 clusters Score -1601182 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11571 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -1601183.000000 Penalty: 3067.671387
	Iteration 73Q: 3 clusters Score -1601183 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11575 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -1601184.750000 Penalty: 3067.671387
	Iteration 74Q: 3 clusters Score -1601185 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11579 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -1601186.000000 Penalty: 3067.671387
	Iteration 75Q: 3 clusters Score -1601186 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11582 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -1601185.625000 Penalty: 3067.671387
	Iteration 76Q: 3 clusters Score -1601186 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11583 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -1601185.000000 Penalty: 3067.671387
	Iteration 77Q: 3 clusters Score -1601185 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11583 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -1601185.000000 Penalty: 3067.671387
	Iteration 78F: 3 clusters Score -1601185 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (13849 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13849 members 
Entering Unmasked Estep 
Score: -1756816.250000 Penalty: 1549.594971
	Iteration 0F: 2 clusters Score -1756816 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6995 members 
Mstep: Class 2 contains 6854 members 
Entering Unmasked Estep 
Score: -1747186.250000 Penalty: 3099.189941
	Iteration 0F: 3 clusters Score -1747186 nChanged 6194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7339 members 
Mstep: Class 2 contains 6510 members 
Entering Unmasked Estep 
Score: -1750711.625000 Penalty: 3099.189941
	Iteration 1F: 3 clusters Score -1750712 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7555 members 
Mstep: Class 2 contains 6294 members 
Entering Unmasked Estep 
Score: -1751127.750000 Penalty: 3099.189941
	Iteration 2F: 3 clusters Score -1751128 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7761 members 
Mstep: Class 2 contains 6088 members 
Entering Unmasked Estep 
Score: -1751440.125000 Penalty: 3099.189941
	Iteration 3F: 3 clusters Score -1751440 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7995 members 
Mstep: Class 2 contains 5854 members 
Entering Unmasked Estep 
Score: -1751703.250000 Penalty: 3099.189941
	Iteration 4Q: 3 clusters Score -1751703 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8254 members 
Mstep: Class 2 contains 5595 members 
Entering Unmasked Estep 
Score: -1751935.125000 Penalty: 3099.189941
	Iteration 5Q: 3 clusters Score -1751935 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8539 members 
Mstep: Class 2 contains 5310 members 
Entering Unmasked Estep 
Score: -1752147.375000 Penalty: 3099.189941
	Iteration 6Q: 3 clusters Score -1752147 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8857 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -1752343.125000 Penalty: 3099.189941
	Iteration 7Q: 3 clusters Score -1752343 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9239 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -1752582.375000 Penalty: 3099.189941
	Iteration 8Q: 3 clusters Score -1752582 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9705 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -1752924.375000 Penalty: 3099.189941
	Iteration 9Q: 3 clusters Score -1752924 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10240 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -1753346.750000 Penalty: 3099.189941
	Iteration 10Q: 3 clusters Score -1753347 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10768 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -1753791.000000 Penalty: 3099.189941
	Iteration 11Q: 3 clusters Score -1753791 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11220 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -1754144.125000 Penalty: 3099.189941
	Iteration 12Q: 3 clusters Score -1754144 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11619 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -1754443.625000 Penalty: 3099.189941
	Iteration 13Q: 3 clusters Score -1754444 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11953 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -1754683.375000 Penalty: 3099.189941
	Iteration 14Q: 3 clusters Score -1754683 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12220 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -1754891.125000 Penalty: 3099.189941
	Iteration 15Q: 3 clusters Score -1754891 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12448 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -1755067.500000 Penalty: 3099.189941
	Iteration 16Q: 3 clusters Score -1755068 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12615 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -1755208.750000 Penalty: 3099.189941
	Iteration 17Q: 3 clusters Score -1755209 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12747 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -1755308.375000 Penalty: 3099.189941
	Iteration 18Q: 3 clusters Score -1755308 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12833 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -1755376.500000 Penalty: 3099.189941
	Iteration 19Q: 3 clusters Score -1755376 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12897 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -1755417.375000 Penalty: 3099.189941
	Iteration 20F: 3 clusters Score -1755417 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12940 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -1755467.000000 Penalty: 3099.189941
	Iteration 21Q: 3 clusters Score -1755467 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12983 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -1755534.750000 Penalty: 3099.189941
	Iteration 22Q: 3 clusters Score -1755535 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13020 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -1755588.000000 Penalty: 3099.189941
	Iteration 23Q: 3 clusters Score -1755588 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13043 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -1755623.250000 Penalty: 3099.189941
	Iteration 24Q: 3 clusters Score -1755623 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13062 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -1755649.500000 Penalty: 3099.189941
	Iteration 25Q: 3 clusters Score -1755650 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13075 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -1755664.750000 Penalty: 3099.189941
	Iteration 26Q: 3 clusters Score -1755665 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13085 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -1755674.500000 Penalty: 3099.189941
	Iteration 27Q: 3 clusters Score -1755674 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13083 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -1755680.000000 Penalty: 3099.189941
	Iteration 28Q: 3 clusters Score -1755680 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13084 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -1755680.500000 Penalty: 3099.189941
	Iteration 29Q: 3 clusters Score -1755680 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13085 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -1755682.750000 Penalty: 3099.189941
	Iteration 30Q: 3 clusters Score -1755683 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13086 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -1755684.375000 Penalty: 3099.189941
	Iteration 31Q: 3 clusters Score -1755684 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13086 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -1755686.625000 Penalty: 3099.189941
	Iteration 32Q: 3 clusters Score -1755687 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13093 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -1755691.250000 Penalty: 3099.189941
	Iteration 33Q: 3 clusters Score -1755691 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13095 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -1755692.750000 Penalty: 3099.189941
	Iteration 34Q: 3 clusters Score -1755693 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13093 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -1755692.750000 Penalty: 3099.189941
	Iteration 35Q: 3 clusters Score -1755693 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13093 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -1755692.750000 Penalty: 3099.189941
	Iteration 36F: 3 clusters Score -1755693 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (8138 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8138 members 
Entering Unmasked Estep 
Score: -1027132.875000 Penalty: 1463.198730
	Iteration 0F: 2 clusters Score -1027133 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -1021288.875000 Penalty: 2926.397461
	Iteration 0F: 3 clusters Score -1021289 nChanged 3371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -1023179.062500 Penalty: 2926.397461
	Iteration 1F: 3 clusters Score -1023179 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -1023534.687500 Penalty: 2926.397461
	Iteration 2F: 3 clusters Score -1023535 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -1023901.125000 Penalty: 2926.397461
	Iteration 3F: 3 clusters Score -1023901 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -1024215.687500 Penalty: 2926.397461
	Iteration 4F: 3 clusters Score -1024216 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -1024486.125000 Penalty: 2926.397461
	Iteration 5F: 3 clusters Score -1024486 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -1024687.250000 Penalty: 2926.397461
	Iteration 6Q: 3 clusters Score -1024687 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -1024846.187500 Penalty: 2926.397461
	Iteration 7Q: 3 clusters Score -1024846 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -1024983.500000 Penalty: 2926.397461
	Iteration 8Q: 3 clusters Score -1024984 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -1025069.187500 Penalty: 2926.397461
	Iteration 9Q: 3 clusters Score -1025069 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 5113 members 
Entering Unmasked Estep 
Score: -1025148.875000 Penalty: 2926.397461
	Iteration 10Q: 3 clusters Score -1025149 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 5166 members 
Entering Unmasked Estep 
Score: -1025216.500000 Penalty: 2926.397461
	Iteration 11Q: 3 clusters Score -1025216 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -1025272.125000 Penalty: 2926.397461
	Iteration 12Q: 3 clusters Score -1025272 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 5263 members 
Entering Unmasked Estep 
Score: -1025324.187500 Penalty: 2926.397461
	Iteration 13Q: 3 clusters Score -1025324 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 5296 members 
Entering Unmasked Estep 
Score: -1025357.437500 Penalty: 2926.397461
	Iteration 14Q: 3 clusters Score -1025357 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 5324 members 
Entering Unmasked Estep 
Score: -1025388.500000 Penalty: 2926.397461
	Iteration 15Q: 3 clusters Score -1025388 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 5351 members 
Entering Unmasked Estep 
Score: -1025410.687500 Penalty: 2926.397461
	Iteration 16Q: 3 clusters Score -1025411 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 5384 members 
Entering Unmasked Estep 
Score: -1025429.125000 Penalty: 2926.397461
	Iteration 17Q: 3 clusters Score -1025429 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 5409 members 
Entering Unmasked Estep 
Score: -1025440.500000 Penalty: 2926.397461
	Iteration 18Q: 3 clusters Score -1025440 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 5436 members 
Entering Unmasked Estep 
Score: -1025449.687500 Penalty: 2926.397461
	Iteration 19Q: 3 clusters Score -1025450 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 5464 members 
Entering Unmasked Estep 
Score: -1025458.750000 Penalty: 2926.397461
	Iteration 20F: 3 clusters Score -1025459 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 5493 members 
Entering Unmasked Estep 
Score: -1025467.625000 Penalty: 2926.397461
	Iteration 21Q: 3 clusters Score -1025468 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 5531 members 
Entering Unmasked Estep 
Score: -1025477.625000 Penalty: 2926.397461
	Iteration 22Q: 3 clusters Score -1025478 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 5564 members 
Entering Unmasked Estep 
Score: -1025483.187500 Penalty: 2926.397461
	Iteration 23Q: 3 clusters Score -1025483 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 5597 members 
Entering Unmasked Estep 
Score: -1025494.125000 Penalty: 2926.397461
	Iteration 24Q: 3 clusters Score -1025494 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 5623 members 
Entering Unmasked Estep 
Score: -1025500.625000 Penalty: 2926.397461
	Iteration 25Q: 3 clusters Score -1025501 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 5657 members 
Entering Unmasked Estep 
Score: -1025510.000000 Penalty: 2926.397461
	Iteration 26Q: 3 clusters Score -1025510 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 5703 members 
Entering Unmasked Estep 
Score: -1025524.625000 Penalty: 2926.397461
	Iteration 27Q: 3 clusters Score -1025525 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 5751 members 
Entering Unmasked Estep 
Score: -1025539.000000 Penalty: 2926.397461
	Iteration 28Q: 3 clusters Score -1025539 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 5813 members 
Entering Unmasked Estep 
Score: -1025555.125000 Penalty: 2926.397461
	Iteration 29Q: 3 clusters Score -1025555 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 5875 members 
Entering Unmasked Estep 
Score: -1025572.875000 Penalty: 2926.397461
	Iteration 30Q: 3 clusters Score -1025573 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 5938 members 
Entering Unmasked Estep 
Score: -1025591.437500 Penalty: 2926.397461
	Iteration 31Q: 3 clusters Score -1025591 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 5989 members 
Entering Unmasked Estep 
Score: -1025609.875000 Penalty: 2926.397461
	Iteration 32Q: 3 clusters Score -1025610 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 6048 members 
Entering Unmasked Estep 
Score: -1025626.062500 Penalty: 2926.397461
	Iteration 33Q: 3 clusters Score -1025626 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 6096 members 
Entering Unmasked Estep 
Score: -1025641.937500 Penalty: 2926.397461
	Iteration 34Q: 3 clusters Score -1025642 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 6150 members 
Entering Unmasked Estep 
Score: -1025660.187500 Penalty: 2926.397461
	Iteration 35Q: 3 clusters Score -1025660 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 6188 members 
Entering Unmasked Estep 
Score: -1025673.250000 Penalty: 2926.397461
	Iteration 36Q: 3 clusters Score -1025673 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 6233 members 
Entering Unmasked Estep 
Score: -1025689.937500 Penalty: 2926.397461
	Iteration 37Q: 3 clusters Score -1025690 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 6284 members 
Entering Unmasked Estep 
Score: -1025708.312500 Penalty: 2926.397461
	Iteration 38Q: 3 clusters Score -1025708 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 6335 members 
Entering Unmasked Estep 
Score: -1025724.312500 Penalty: 2926.397461
	Iteration 39Q: 3 clusters Score -1025724 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 6384 members 
Entering Unmasked Estep 
Score: -1025742.312500 Penalty: 2926.397461
	Iteration 40F: 3 clusters Score -1025742 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 6419 members 
Entering Unmasked Estep 
Score: -1025759.312500 Penalty: 2926.397461
	Iteration 41Q: 3 clusters Score -1025759 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 6455 members 
Entering Unmasked Estep 
Score: -1025771.375000 Penalty: 2926.397461
	Iteration 42Q: 3 clusters Score -1025771 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 6491 members 
Entering Unmasked Estep 
Score: -1025784.625000 Penalty: 2926.397461
	Iteration 43Q: 3 clusters Score -1025785 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 6527 members 
Entering Unmasked Estep 
Score: -1025797.937500 Penalty: 2926.397461
	Iteration 44Q: 3 clusters Score -1025798 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 6553 members 
Entering Unmasked Estep 
Score: -1025804.125000 Penalty: 2926.397461
	Iteration 45Q: 3 clusters Score -1025804 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 6578 members 
Entering Unmasked Estep 
Score: -1025814.812500 Penalty: 2926.397461
	Iteration 46Q: 3 clusters Score -1025815 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 6606 members 
Entering Unmasked Estep 
Score: -1025822.187500 Penalty: 2926.397461
	Iteration 47Q: 3 clusters Score -1025822 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 6636 members 
Entering Unmasked Estep 
Score: -1025831.687500 Penalty: 2926.397461
	Iteration 48Q: 3 clusters Score -1025832 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 6675 members 
Entering Unmasked Estep 
Score: -1025849.187500 Penalty: 2926.397461
	Iteration 49Q: 3 clusters Score -1025849 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 6712 members 
Entering Unmasked Estep 
Score: -1025862.187500 Penalty: 2926.397461
	Iteration 50Q: 3 clusters Score -1025862 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 6747 members 
Entering Unmasked Estep 
Score: -1025875.437500 Penalty: 2926.397461
	Iteration 51Q: 3 clusters Score -1025875 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 6788 members 
Entering Unmasked Estep 
Score: -1025885.375000 Penalty: 2926.397461
	Iteration 52Q: 3 clusters Score -1025885 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 6817 members 
Entering Unmasked Estep 
Score: -1025895.937500 Penalty: 2926.397461
	Iteration 53Q: 3 clusters Score -1025896 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 6843 members 
Entering Unmasked Estep 
Score: -1025905.750000 Penalty: 2926.397461
	Iteration 54Q: 3 clusters Score -1025906 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 6875 members 
Entering Unmasked Estep 
Score: -1025917.375000 Penalty: 2926.397461
	Iteration 55Q: 3 clusters Score -1025917 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 6905 members 
Entering Unmasked Estep 
Score: -1025928.312500 Penalty: 2926.397461
	Iteration 56Q: 3 clusters Score -1025928 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 6935 members 
Entering Unmasked Estep 
Score: -1025939.750000 Penalty: 2926.397461
	Iteration 57Q: 3 clusters Score -1025940 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 6955 members 
Entering Unmasked Estep 
Score: -1025949.875000 Penalty: 2926.397461
	Iteration 58Q: 3 clusters Score -1025950 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 6969 members 
Entering Unmasked Estep 
Score: -1025953.687500 Penalty: 2926.397461
	Iteration 59Q: 3 clusters Score -1025954 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 6979 members 
Entering Unmasked Estep 
Score: -1025953.812500 Penalty: 2926.397461
	Iteration 60F: 3 clusters Score -1025954 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 6992 members 
Entering Unmasked Estep 
Score: -1025960.125000 Penalty: 2926.397461
	Iteration 61Q: 3 clusters Score -1025960 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 7004 members 
Entering Unmasked Estep 
Score: -1025964.437500 Penalty: 2926.397461
	Iteration 62Q: 3 clusters Score -1025964 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 7013 members 
Entering Unmasked Estep 
Score: -1025964.562500 Penalty: 2926.397461
	Iteration 63Q: 3 clusters Score -1025965 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 7022 members 
Entering Unmasked Estep 
Score: -1025968.875000 Penalty: 2926.397461
	Iteration 64Q: 3 clusters Score -1025969 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 7032 members 
Entering Unmasked Estep 
Score: -1025972.000000 Penalty: 2926.397461
	Iteration 65Q: 3 clusters Score -1025972 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 7037 members 
Entering Unmasked Estep 
Score: -1025972.625000 Penalty: 2926.397461
	Iteration 66Q: 3 clusters Score -1025973 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 7041 members 
Entering Unmasked Estep 
Score: -1025972.812500 Penalty: 2926.397461
	Iteration 67Q: 3 clusters Score -1025973 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 7049 members 
Entering Unmasked Estep 
Score: -1025975.437500 Penalty: 2926.397461
	Iteration 68Q: 3 clusters Score -1025975 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 7055 members 
Entering Unmasked Estep 
Score: -1025977.312500 Penalty: 2926.397461
	Iteration 69Q: 3 clusters Score -1025977 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 7062 members 
Entering Unmasked Estep 
Score: -1025978.625000 Penalty: 2926.397461
	Iteration 70Q: 3 clusters Score -1025979 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 7065 members 
Entering Unmasked Estep 
Score: -1025979.437500 Penalty: 2926.397461
	Iteration 71Q: 3 clusters Score -1025979 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 7069 members 
Entering Unmasked Estep 
Score: -1025979.375000 Penalty: 2926.397461
	Iteration 72Q: 3 clusters Score -1025979 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 7070 members 
Entering Unmasked Estep 
Score: -1025979.687500 Penalty: 2926.397461
	Iteration 73Q: 3 clusters Score -1025980 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 7071 members 
Entering Unmasked Estep 
Score: -1025981.125000 Penalty: 2926.397461
	Iteration 74Q: 3 clusters Score -1025981 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 7073 members 
Entering Unmasked Estep 
Score: -1025982.250000 Penalty: 2926.397461
	Iteration 75Q: 3 clusters Score -1025982 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 7077 members 
Entering Unmasked Estep 
Score: -1025983.500000 Penalty: 2926.397461
	Iteration 76Q: 3 clusters Score -1025984 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 7080 members 
Entering Unmasked Estep 
Score: -1025983.875000 Penalty: 2926.397461
	Iteration 77Q: 3 clusters Score -1025984 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 7083 members 
Entering Unmasked Estep 
Score: -1025982.937500 Penalty: 2926.397461
	Iteration 78Q: 3 clusters Score -1025983 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 7084 members 
Entering Unmasked Estep 
Score: -1025982.875000 Penalty: 2926.397461
	Iteration 79Q: 3 clusters Score -1025983 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 7084 members 
Entering Unmasked Estep 
Score: -1025982.875000 Penalty: 2926.397461
	Iteration 80F: 3 clusters Score -1025983 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (13793 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13793 members 
Entering Unmasked Estep 
Score: -1742041.375000 Penalty: 1548.936401
	Iteration 0F: 2 clusters Score -1742041 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6906 members 
Mstep: Class 2 contains 6887 members 
Entering Unmasked Estep 
Score: -1732455.875000 Penalty: 3097.872803
	Iteration 0F: 3 clusters Score -1732456 nChanged 6117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7095 members 
Mstep: Class 2 contains 6698 members 
Entering Unmasked Estep 
Score: -1735735.750000 Penalty: 3097.872803
	Iteration 1F: 3 clusters Score -1735736 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7218 members 
Mstep: Class 2 contains 6575 members 
Entering Unmasked Estep 
Score: -1736086.750000 Penalty: 3097.872803
	Iteration 2F: 3 clusters Score -1736087 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7340 members 
Mstep: Class 2 contains 6453 members 
Entering Unmasked Estep 
Score: -1736461.500000 Penalty: 3097.872803
	Iteration 3F: 3 clusters Score -1736462 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7382 members 
Mstep: Class 2 contains 6411 members 
Entering Unmasked Estep 
Score: -1736856.500000 Penalty: 3097.872803
	Iteration 4Q: 3 clusters Score -1736856 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7356 members 
Mstep: Class 2 contains 6437 members 
Entering Unmasked Estep 
Score: -1737289.000000 Penalty: 3097.872803
	Iteration 5F: 3 clusters Score -1737289 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7246 members 
Mstep: Class 2 contains 6547 members 
Entering Unmasked Estep 
Score: -1737754.000000 Penalty: 3097.872803
	Iteration 6F: 3 clusters Score -1737754 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7009 members 
Mstep: Class 2 contains 6784 members 
Entering Unmasked Estep 
Score: -1738252.375000 Penalty: 3097.872803
	Iteration 7F: 3 clusters Score -1738252 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6705 members 
Mstep: Class 2 contains 7088 members 
Entering Unmasked Estep 
Score: -1738794.750000 Penalty: 3097.872803
	Iteration 8F: 3 clusters Score -1738795 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6312 members 
Mstep: Class 2 contains 7481 members 
Entering Unmasked Estep 
Score: -1739312.875000 Penalty: 3097.872803
	Iteration 9F: 3 clusters Score -1739313 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5887 members 
Mstep: Class 2 contains 7906 members 
Entering Unmasked Estep 
Score: -1739817.500000 Penalty: 3097.872803
	Iteration 10F: 3 clusters Score -1739818 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5443 members 
Mstep: Class 2 contains 8350 members 
Entering Unmasked Estep 
Score: -1740297.250000 Penalty: 3097.872803
	Iteration 11Q: 3 clusters Score -1740297 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 8742 members 
Entering Unmasked Estep 
Score: -1740683.875000 Penalty: 3097.872803
	Iteration 12Q: 3 clusters Score -1740684 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 9082 members 
Entering Unmasked Estep 
Score: -1740933.125000 Penalty: 3097.872803
	Iteration 13Q: 3 clusters Score -1740933 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 9353 members 
Entering Unmasked Estep 
Score: -1741085.000000 Penalty: 3097.872803
	Iteration 14Q: 3 clusters Score -1741085 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 9574 members 
Entering Unmasked Estep 
Score: -1741181.500000 Penalty: 3097.872803
	Iteration 15Q: 3 clusters Score -1741182 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 9776 members 
Entering Unmasked Estep 
Score: -1741273.625000 Penalty: 3097.872803
	Iteration 16Q: 3 clusters Score -1741274 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 9962 members 
Entering Unmasked Estep 
Score: -1741344.250000 Penalty: 3097.872803
	Iteration 17Q: 3 clusters Score -1741344 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 10128 members 
Entering Unmasked Estep 
Score: -1741397.625000 Penalty: 3097.872803
	Iteration 18Q: 3 clusters Score -1741398 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 10261 members 
Entering Unmasked Estep 
Score: -1741434.250000 Penalty: 3097.872803
	Iteration 19Q: 3 clusters Score -1741434 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 10388 members 
Entering Unmasked Estep 
Score: -1741470.125000 Penalty: 3097.872803
	Iteration 20F: 3 clusters Score -1741470 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 10515 members 
Entering Unmasked Estep 
Score: -1741516.875000 Penalty: 3097.872803
	Iteration 21Q: 3 clusters Score -1741517 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 10626 members 
Entering Unmasked Estep 
Score: -1741546.375000 Penalty: 3097.872803
	Iteration 22Q: 3 clusters Score -1741546 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 10720 members 
Entering Unmasked Estep 
Score: -1741573.250000 Penalty: 3097.872803
	Iteration 23Q: 3 clusters Score -1741573 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 10808 members 
Entering Unmasked Estep 
Score: -1741595.375000 Penalty: 3097.872803
	Iteration 24Q: 3 clusters Score -1741595 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 10897 members 
Entering Unmasked Estep 
Score: -1741624.000000 Penalty: 3097.872803
	Iteration 25Q: 3 clusters Score -1741624 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 10981 members 
Entering Unmasked Estep 
Score: -1741647.125000 Penalty: 3097.872803
	Iteration 26Q: 3 clusters Score -1741647 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 11049 members 
Entering Unmasked Estep 
Score: -1741663.125000 Penalty: 3097.872803
	Iteration 27Q: 3 clusters Score -1741663 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 11108 members 
Entering Unmasked Estep 
Score: -1741683.500000 Penalty: 3097.872803
	Iteration 28Q: 3 clusters Score -1741684 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 11159 members 
Entering Unmasked Estep 
Score: -1741692.250000 Penalty: 3097.872803
	Iteration 29Q: 3 clusters Score -1741692 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 11199 members 
Entering Unmasked Estep 
Score: -1741700.875000 Penalty: 3097.872803
	Iteration 30Q: 3 clusters Score -1741701 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 11235 members 
Entering Unmasked Estep 
Score: -1741706.125000 Penalty: 3097.872803
	Iteration 31Q: 3 clusters Score -1741706 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 11261 members 
Entering Unmasked Estep 
Score: -1741709.375000 Penalty: 3097.872803
	Iteration 32Q: 3 clusters Score -1741709 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 11279 members 
Entering Unmasked Estep 
Score: -1741715.625000 Penalty: 3097.872803
	Iteration 33Q: 3 clusters Score -1741716 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 11294 members 
Entering Unmasked Estep 
Score: -1741719.625000 Penalty: 3097.872803
	Iteration 34Q: 3 clusters Score -1741720 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 11313 members 
Entering Unmasked Estep 
Score: -1741721.250000 Penalty: 3097.872803
	Iteration 35Q: 3 clusters Score -1741721 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 11333 members 
Entering Unmasked Estep 
Score: -1741723.000000 Penalty: 3097.872803
	Iteration 36Q: 3 clusters Score -1741723 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 11358 members 
Entering Unmasked Estep 
Score: -1741725.125000 Penalty: 3097.872803
	Iteration 37Q: 3 clusters Score -1741725 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 11377 members 
Entering Unmasked Estep 
Score: -1741730.125000 Penalty: 3097.872803
	Iteration 38Q: 3 clusters Score -1741730 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 11399 members 
Entering Unmasked Estep 
Score: -1741734.000000 Penalty: 3097.872803
	Iteration 39Q: 3 clusters Score -1741734 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 11407 members 
Entering Unmasked Estep 
Score: -1741736.375000 Penalty: 3097.872803
	Iteration 40F: 3 clusters Score -1741736 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 11412 members 
Entering Unmasked Estep 
Score: -1741735.750000 Penalty: 3097.872803
	Iteration 41Q: 3 clusters Score -1741736 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 11418 members 
Entering Unmasked Estep 
Score: -1741736.000000 Penalty: 3097.872803
	Iteration 42Q: 3 clusters Score -1741736 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 11423 members 
Entering Unmasked Estep 
Score: -1741734.750000 Penalty: 3097.872803
	Iteration 43Q: 3 clusters Score -1741735 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 11428 members 
Entering Unmasked Estep 
Score: -1741736.750000 Penalty: 3097.872803
	Iteration 44Q: 3 clusters Score -1741737 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 11436 members 
Entering Unmasked Estep 
Score: -1741732.375000 Penalty: 3097.872803
	Iteration 45Q: 3 clusters Score -1741732 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 11445 members 
Entering Unmasked Estep 
Score: -1741736.250000 Penalty: 3097.872803
	Iteration 46Q: 3 clusters Score -1741736 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 11452 members 
Entering Unmasked Estep 
Score: -1741738.375000 Penalty: 3097.872803
	Iteration 47Q: 3 clusters Score -1741738 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 11455 members 
Entering Unmasked Estep 
Score: -1741738.875000 Penalty: 3097.872803
	Iteration 48Q: 3 clusters Score -1741739 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 11460 members 
Entering Unmasked Estep 
Score: -1741737.875000 Penalty: 3097.872803
	Iteration 49Q: 3 clusters Score -1741738 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 11463 members 
Entering Unmasked Estep 
Score: -1741740.000000 Penalty: 3097.872803
	Iteration 50Q: 3 clusters Score -1741740 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 11468 members 
Entering Unmasked Estep 
Score: -1741743.500000 Penalty: 3097.872803
	Iteration 51Q: 3 clusters Score -1741744 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 11475 members 
Entering Unmasked Estep 
Score: -1741746.000000 Penalty: 3097.872803
	Iteration 52Q: 3 clusters Score -1741746 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 11478 members 
Entering Unmasked Estep 
Score: -1741745.875000 Penalty: 3097.872803
	Iteration 53Q: 3 clusters Score -1741746 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 11481 members 
Entering Unmasked Estep 
Score: -1741745.375000 Penalty: 3097.872803
	Iteration 54Q: 3 clusters Score -1741745 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 11484 members 
Entering Unmasked Estep 
Score: -1741745.750000 Penalty: 3097.872803
	Iteration 55Q: 3 clusters Score -1741746 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 11492 members 
Entering Unmasked Estep 
Score: -1741746.250000 Penalty: 3097.872803
	Iteration 56Q: 3 clusters Score -1741746 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 11500 members 
Entering Unmasked Estep 
Score: -1741746.500000 Penalty: 3097.872803
	Iteration 57Q: 3 clusters Score -1741746 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 11506 members 
Entering Unmasked Estep 
Score: -1741745.875000 Penalty: 3097.872803
	Iteration 58Q: 3 clusters Score -1741746 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 11510 members 
Entering Unmasked Estep 
Score: -1741750.750000 Penalty: 3097.872803
	Iteration 59Q: 3 clusters Score -1741751 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 11522 members 
Entering Unmasked Estep 
Score: -1741752.250000 Penalty: 3097.872803
	Iteration 60F: 3 clusters Score -1741752 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 11530 members 
Entering Unmasked Estep 
Score: -1741750.250000 Penalty: 3097.872803
	Iteration 61Q: 3 clusters Score -1741750 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 11538 members 
Entering Unmasked Estep 
Score: -1741752.500000 Penalty: 3097.872803
	Iteration 62Q: 3 clusters Score -1741752 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 11545 members 
Entering Unmasked Estep 
Score: -1741753.250000 Penalty: 3097.872803
	Iteration 63Q: 3 clusters Score -1741753 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 11551 members 
Entering Unmasked Estep 
Score: -1741754.500000 Penalty: 3097.872803
	Iteration 64Q: 3 clusters Score -1741754 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 11557 members 
Entering Unmasked Estep 
Score: -1741754.625000 Penalty: 3097.872803
	Iteration 65Q: 3 clusters Score -1741755 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 11562 members 
Entering Unmasked Estep 
Score: -1741755.250000 Penalty: 3097.872803
	Iteration 66Q: 3 clusters Score -1741755 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 11569 members 
Entering Unmasked Estep 
Score: -1741757.875000 Penalty: 3097.872803
	Iteration 67Q: 3 clusters Score -1741758 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 11576 members 
Entering Unmasked Estep 
Score: -1741759.375000 Penalty: 3097.872803
	Iteration 68Q: 3 clusters Score -1741759 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 11582 members 
Entering Unmasked Estep 
Score: -1741759.625000 Penalty: 3097.872803
	Iteration 69Q: 3 clusters Score -1741760 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 11589 members 
Entering Unmasked Estep 
Score: -1741761.875000 Penalty: 3097.872803
	Iteration 70Q: 3 clusters Score -1741762 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 11596 members 
Entering Unmasked Estep 
Score: -1741763.875000 Penalty: 3097.872803
	Iteration 71Q: 3 clusters Score -1741764 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 11603 members 
Entering Unmasked Estep 
Score: -1741766.500000 Penalty: 3097.872803
	Iteration 72Q: 3 clusters Score -1741766 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 11611 members 
Entering Unmasked Estep 
Score: -1741768.625000 Penalty: 3097.872803
	Iteration 73Q: 3 clusters Score -1741769 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 11624 members 
Entering Unmasked Estep 
Score: -1741766.500000 Penalty: 3097.872803
	Iteration 74Q: 3 clusters Score -1741766 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 11635 members 
Entering Unmasked Estep 
Score: -1741767.375000 Penalty: 3097.872803
	Iteration 75Q: 3 clusters Score -1741767 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 11641 members 
Entering Unmasked Estep 
Score: -1741768.750000 Penalty: 3097.872803
	Iteration 76Q: 3 clusters Score -1741769 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 11651 members 
Entering Unmasked Estep 
Score: -1741768.625000 Penalty: 3097.872803
	Iteration 77Q: 3 clusters Score -1741769 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 11660 members 
Entering Unmasked Estep 
Score: -1741774.625000 Penalty: 3097.872803
	Iteration 78Q: 3 clusters Score -1741775 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 11671 members 
Entering Unmasked Estep 
Score: -1741776.000000 Penalty: 3097.872803
	Iteration 79Q: 3 clusters Score -1741776 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 11679 members 
Entering Unmasked Estep 
Score: -1741778.375000 Penalty: 3097.872803
	Iteration 80F: 3 clusters Score -1741778 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 11689 members 
Entering Unmasked Estep 
Score: -1741780.000000 Penalty: 3097.872803
	Iteration 81Q: 3 clusters Score -1741780 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 11696 members 
Entering Unmasked Estep 
Score: -1741776.500000 Penalty: 3097.872803
	Iteration 82Q: 3 clusters Score -1741776 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 11701 members 
Entering Unmasked Estep 
Score: -1741777.375000 Penalty: 3097.872803
	Iteration 83Q: 3 clusters Score -1741777 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 11704 members 
Entering Unmasked Estep 
Score: -1741775.500000 Penalty: 3097.872803
	Iteration 84Q: 3 clusters Score -1741776 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 11707 members 
Entering Unmasked Estep 
Score: -1741777.625000 Penalty: 3097.872803
	Iteration 85Q: 3 clusters Score -1741778 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 11707 members 
Entering Unmasked Estep 
Score: -1741777.625000 Penalty: 3097.872803
	Iteration 86F: 3 clusters Score -1741778 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (2397 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Entering Unmasked Estep 
Score: -290137.906250 Penalty: 1264.570679
	Iteration 0F: 2 clusters Score -290137.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -287798.187500 Penalty: 2529.141357
	Iteration 0F: 3 clusters Score -287798.2 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -288303.718750 Penalty: 2529.141357
	Iteration 1F: 3 clusters Score -288303.7 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -288487.187500 Penalty: 2529.141357
	Iteration 2F: 3 clusters Score -288487.2 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -288635.312500 Penalty: 2529.141357
	Iteration 3F: 3 clusters Score -288635.3 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -288720.968750 Penalty: 2529.141357
	Iteration 4Q: 3 clusters Score -288721 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -288808.750000 Penalty: 2529.141357
	Iteration 5Q: 3 clusters Score -288808.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -288864.750000 Penalty: 2529.141357
	Iteration 6Q: 3 clusters Score -288864.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -288924.937500 Penalty: 2529.141357
	Iteration 7Q: 3 clusters Score -288924.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -288982.375000 Penalty: 2529.141357
	Iteration 8Q: 3 clusters Score -288982.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -289062.468750 Penalty: 2529.141357
	Iteration 9Q: 3 clusters Score -289062.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -289128.218750 Penalty: 2529.141357
	Iteration 10Q: 3 clusters Score -289128.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -289186.625000 Penalty: 2529.141357
	Iteration 11Q: 3 clusters Score -289186.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -289250.562500 Penalty: 2529.141357
	Iteration 12Q: 3 clusters Score -289250.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -289290.343750 Penalty: 2529.141357
	Iteration 13Q: 3 clusters Score -289290.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -289330.156250 Penalty: 2529.141357
	Iteration 14Q: 3 clusters Score -289330.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -289358.906250 Penalty: 2529.141357
	Iteration 15Q: 3 clusters Score -289358.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -289382.000000 Penalty: 2529.141357
	Iteration 16Q: 3 clusters Score -289382 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -289396.625000 Penalty: 2529.141357
	Iteration 17Q: 3 clusters Score -289396.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -289409.906250 Penalty: 2529.141357
	Iteration 18Q: 3 clusters Score -289409.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -289419.781250 Penalty: 2529.141357
	Iteration 19Q: 3 clusters Score -289419.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -289424.000000 Penalty: 2529.141357
	Iteration 20F: 3 clusters Score -289424 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -289426.500000 Penalty: 2529.141357
	Iteration 21Q: 3 clusters Score -289426.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -289430.468750 Penalty: 2529.141357
	Iteration 22Q: 3 clusters Score -289430.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -289434.875000 Penalty: 2529.141357
	Iteration 23Q: 3 clusters Score -289434.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -289438.250000 Penalty: 2529.141357
	Iteration 24Q: 3 clusters Score -289438.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -289445.156250 Penalty: 2529.141357
	Iteration 25Q: 3 clusters Score -289445.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -289449.718750 Penalty: 2529.141357
	Iteration 26Q: 3 clusters Score -289449.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -289451.500000 Penalty: 2529.141357
	Iteration 27Q: 3 clusters Score -289451.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -289453.156250 Penalty: 2529.141357
	Iteration 28Q: 3 clusters Score -289453.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -289456.500000 Penalty: 2529.141357
	Iteration 29Q: 3 clusters Score -289456.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -289459.468750 Penalty: 2529.141357
	Iteration 30Q: 3 clusters Score -289459.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -289461.843750 Penalty: 2529.141357
	Iteration 31Q: 3 clusters Score -289461.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -289462.281250 Penalty: 2529.141357
	Iteration 32Q: 3 clusters Score -289462.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -289462.750000 Penalty: 2529.141357
	Iteration 33Q: 3 clusters Score -289462.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -289462.750000 Penalty: 2529.141357
	Iteration 34F: 3 clusters Score -289462.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (11709 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11709 members 
Entering Unmasked Estep 
Score: -1495146.375000 Penalty: 1522.318237
	Iteration 0F: 2 clusters Score -1495146 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5818 members 
Mstep: Class 2 contains 5891 members 
Entering Unmasked Estep 
Score: -1486856.125000 Penalty: 3044.636475
	Iteration 0F: 3 clusters Score -1486856 nChanged 5203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 6184 members 
Entering Unmasked Estep 
Score: -1489603.125000 Penalty: 3044.636475
	Iteration 1F: 3 clusters Score -1489603 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 6303 members 
Entering Unmasked Estep 
Score: -1489843.000000 Penalty: 3044.636475
	Iteration 2F: 3 clusters Score -1489843 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5259 members 
Mstep: Class 2 contains 6450 members 
Entering Unmasked Estep 
Score: -1490019.250000 Penalty: 3044.636475
	Iteration 3Q: 3 clusters Score -1490019 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 6610 members 
Entering Unmasked Estep 
Score: -1490156.375000 Penalty: 3044.636475
	Iteration 4Q: 3 clusters Score -1490156 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4922 members 
Mstep: Class 2 contains 6787 members 
Entering Unmasked Estep 
Score: -1490303.125000 Penalty: 3044.636475
	Iteration 5Q: 3 clusters Score -1490303 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 7022 members 
Entering Unmasked Estep 
Score: -1490453.875000 Penalty: 3044.636475
	Iteration 6Q: 3 clusters Score -1490454 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 7356 members 
Entering Unmasked Estep 
Score: -1490669.625000 Penalty: 3044.636475
	Iteration 7Q: 3 clusters Score -1490670 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 7793 members 
Entering Unmasked Estep 
Score: -1490981.750000 Penalty: 3044.636475
	Iteration 8Q: 3 clusters Score -1490982 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 8319 members 
Entering Unmasked Estep 
Score: -1491386.000000 Penalty: 3044.636475
	Iteration 9F: 3 clusters Score -1491386 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 8897 members 
Entering Unmasked Estep 
Score: -1491841.625000 Penalty: 3044.636475
	Iteration 10F: 3 clusters Score -1491842 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 9442 members 
Entering Unmasked Estep 
Score: -1492310.625000 Penalty: 3044.636475
	Iteration 11F: 3 clusters Score -1492311 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 9917 members 
Entering Unmasked Estep 
Score: -1492738.500000 Penalty: 3044.636475
	Iteration 12Q: 3 clusters Score -1492738 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 10322 members 
Entering Unmasked Estep 
Score: -1493102.000000 Penalty: 3044.636475
	Iteration 13Q: 3 clusters Score -1493102 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 10588 members 
Entering Unmasked Estep 
Score: -1493347.375000 Penalty: 3044.636475
	Iteration 14Q: 3 clusters Score -1493347 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 10756 members 
Entering Unmasked Estep 
Score: -1493517.000000 Penalty: 3044.636475
	Iteration 15Q: 3 clusters Score -1493517 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 10893 members 
Entering Unmasked Estep 
Score: -1493656.125000 Penalty: 3044.636475
	Iteration 16Q: 3 clusters Score -1493656 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 10977 members 
Entering Unmasked Estep 
Score: -1493741.375000 Penalty: 3044.636475
	Iteration 17Q: 3 clusters Score -1493741 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 11037 members 
Entering Unmasked Estep 
Score: -1493797.375000 Penalty: 3044.636475
	Iteration 18Q: 3 clusters Score -1493797 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 11079 members 
Entering Unmasked Estep 
Score: -1493833.250000 Penalty: 3044.636475
	Iteration 19Q: 3 clusters Score -1493833 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 11105 members 
Entering Unmasked Estep 
Score: -1493854.500000 Penalty: 3044.636475
	Iteration 20F: 3 clusters Score -1493854 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 11121 members 
Entering Unmasked Estep 
Score: -1493863.875000 Penalty: 3044.636475
	Iteration 21Q: 3 clusters Score -1493864 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 11143 members 
Entering Unmasked Estep 
Score: -1493873.625000 Penalty: 3044.636475
	Iteration 22Q: 3 clusters Score -1493874 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 11162 members 
Entering Unmasked Estep 
Score: -1493888.875000 Penalty: 3044.636475
	Iteration 23Q: 3 clusters Score -1493889 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 11180 members 
Entering Unmasked Estep 
Score: -1493905.125000 Penalty: 3044.636475
	Iteration 24Q: 3 clusters Score -1493905 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 11193 members 
Entering Unmasked Estep 
Score: -1493916.250000 Penalty: 3044.636475
	Iteration 25Q: 3 clusters Score -1493916 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 11205 members 
Entering Unmasked Estep 
Score: -1493922.375000 Penalty: 3044.636475
	Iteration 26Q: 3 clusters Score -1493922 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 11220 members 
Entering Unmasked Estep 
Score: -1493930.375000 Penalty: 3044.636475
	Iteration 27Q: 3 clusters Score -1493930 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 11231 members 
Entering Unmasked Estep 
Score: -1493938.625000 Penalty: 3044.636475
	Iteration 28Q: 3 clusters Score -1493939 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 11238 members 
Entering Unmasked Estep 
Score: -1493941.875000 Penalty: 3044.636475
	Iteration 29Q: 3 clusters Score -1493942 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 11244 members 
Entering Unmasked Estep 
Score: -1493949.375000 Penalty: 3044.636475
	Iteration 30Q: 3 clusters Score -1493949 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 11251 members 
Entering Unmasked Estep 
Score: -1493951.750000 Penalty: 3044.636475
	Iteration 31Q: 3 clusters Score -1493952 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 11253 members 
Entering Unmasked Estep 
Score: -1493951.625000 Penalty: 3044.636475
	Iteration 32Q: 3 clusters Score -1493952 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 11256 members 
Entering Unmasked Estep 
Score: -1493954.375000 Penalty: 3044.636475
	Iteration 33Q: 3 clusters Score -1493954 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 11260 members 
Entering Unmasked Estep 
Score: -1493957.125000 Penalty: 3044.636475
	Iteration 34Q: 3 clusters Score -1493957 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 11262 members 
Entering Unmasked Estep 
Score: -1493957.750000 Penalty: 3044.636475
	Iteration 35Q: 3 clusters Score -1493958 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 11265 members 
Entering Unmasked Estep 
Score: -1493958.750000 Penalty: 3044.636475
	Iteration 36Q: 3 clusters Score -1493959 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 11265 members 
Entering Unmasked Estep 
Score: -1493960.750000 Penalty: 3044.636475
	Iteration 37Q: 3 clusters Score -1493961 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 11265 members 
Entering Unmasked Estep 
Score: -1493960.750000 Penalty: 3044.636475
	Iteration 38F: 3 clusters Score -1493961 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (3858 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Entering Unmasked Estep 
Score: -403567.062500 Penalty: 1341.909424
	Iteration 0F: 2 clusters Score -403567.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -400371.500000 Penalty: 2683.818848
	Iteration 0F: 3 clusters Score -400371.5 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -401454.281250 Penalty: 2683.818848
	Iteration 1F: 3 clusters Score -401454.3 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -401879.906250 Penalty: 2683.818848
	Iteration 2F: 3 clusters Score -401879.9 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -402206.593750 Penalty: 2683.818848
	Iteration 3F: 3 clusters Score -402206.6 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -402478.531250 Penalty: 2683.818848
	Iteration 4F: 3 clusters Score -402478.5 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -402732.750000 Penalty: 2683.818848
	Iteration 5F: 3 clusters Score -402732.8 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -402907.468750 Penalty: 2683.818848
	Iteration 6F: 3 clusters Score -402907.5 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -403013.031250 Penalty: 2683.818848
	Iteration 7Q: 3 clusters Score -403013 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -403104.500000 Penalty: 2683.818848
	Iteration 8Q: 3 clusters Score -403104.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -403171.875000 Penalty: 2683.818848
	Iteration 9Q: 3 clusters Score -403171.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -403245.062500 Penalty: 2683.818848
	Iteration 10Q: 3 clusters Score -403245.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -403314.750000 Penalty: 2683.818848
	Iteration 11Q: 3 clusters Score -403314.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -403364.687500 Penalty: 2683.818848
	Iteration 12Q: 3 clusters Score -403364.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -403393.593750 Penalty: 2683.818848
	Iteration 13Q: 3 clusters Score -403393.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -403412.281250 Penalty: 2683.818848
	Iteration 14Q: 3 clusters Score -403412.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -403424.656250 Penalty: 2683.818848
	Iteration 15Q: 3 clusters Score -403424.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -403431.500000 Penalty: 2683.818848
	Iteration 16Q: 3 clusters Score -403431.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -403438.562500 Penalty: 2683.818848
	Iteration 17Q: 3 clusters Score -403438.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -403446.593750 Penalty: 2683.818848
	Iteration 18Q: 3 clusters Score -403446.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -403455.625000 Penalty: 2683.818848
	Iteration 19Q: 3 clusters Score -403455.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -403463.625000 Penalty: 2683.818848
	Iteration 20F: 3 clusters Score -403463.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -403470.093750 Penalty: 2683.818848
	Iteration 21Q: 3 clusters Score -403470.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -403471.812500 Penalty: 2683.818848
	Iteration 22Q: 3 clusters Score -403471.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -403474.812500 Penalty: 2683.818848
	Iteration 23Q: 3 clusters Score -403474.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -403477.125000 Penalty: 2683.818848
	Iteration 24Q: 3 clusters Score -403477.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -403478.062500 Penalty: 2683.818848
	Iteration 25Q: 3 clusters Score -403478.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -403478.843750 Penalty: 2683.818848
	Iteration 26Q: 3 clusters Score -403478.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -403480.875000 Penalty: 2683.818848
	Iteration 27Q: 3 clusters Score -403480.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -403481.750000 Penalty: 2683.818848
	Iteration 28Q: 3 clusters Score -403481.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -403482.968750 Penalty: 2683.818848
	Iteration 29Q: 3 clusters Score -403483 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -403482.968750 Penalty: 2683.818848
	Iteration 30F: 3 clusters Score -403483 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (10554 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10554 members 
Entering Unmasked Estep 
Score: -1234213.250000 Penalty: 1505.442261
	Iteration 0F: 2 clusters Score -1234213 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5240 members 
Mstep: Class 2 contains 5314 members 
Entering Unmasked Estep 
Score: -1226618.875000 Penalty: 3010.884521
	Iteration 0F: 3 clusters Score -1226619 nChanged 4645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 5501 members 
Entering Unmasked Estep 
Score: -1229124.375000 Penalty: 3010.884521
	Iteration 1F: 3 clusters Score -1229124 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 5664 members 
Entering Unmasked Estep 
Score: -1229523.750000 Penalty: 3010.884521
	Iteration 2F: 3 clusters Score -1229524 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 5869 members 
Entering Unmasked Estep 
Score: -1229911.375000 Penalty: 3010.884521
	Iteration 3F: 3 clusters Score -1229911 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 6111 members 
Entering Unmasked Estep 
Score: -1230233.500000 Penalty: 3010.884521
	Iteration 4F: 3 clusters Score -1230234 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 6424 members 
Entering Unmasked Estep 
Score: -1230564.875000 Penalty: 3010.884521
	Iteration 5F: 3 clusters Score -1230565 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 6782 members 
Entering Unmasked Estep 
Score: -1230912.125000 Penalty: 3010.884521
	Iteration 6F: 3 clusters Score -1230912 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 7146 members 
Entering Unmasked Estep 
Score: -1231217.500000 Penalty: 3010.884521
	Iteration 7Q: 3 clusters Score -1231218 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 7562 members 
Entering Unmasked Estep 
Score: -1231536.625000 Penalty: 3010.884521
	Iteration 8Q: 3 clusters Score -1231537 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 7989 members 
Entering Unmasked Estep 
Score: -1231873.375000 Penalty: 3010.884521
	Iteration 9Q: 3 clusters Score -1231873 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 8389 members 
Entering Unmasked Estep 
Score: -1232188.125000 Penalty: 3010.884521
	Iteration 10Q: 3 clusters Score -1232188 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 8711 members 
Entering Unmasked Estep 
Score: -1232457.750000 Penalty: 3010.884521
	Iteration 11Q: 3 clusters Score -1232458 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 8986 members 
Entering Unmasked Estep 
Score: -1232702.500000 Penalty: 3010.884521
	Iteration 12Q: 3 clusters Score -1232702 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 9184 members 
Entering Unmasked Estep 
Score: -1232874.625000 Penalty: 3010.884521
	Iteration 13Q: 3 clusters Score -1232875 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 9346 members 
Entering Unmasked Estep 
Score: -1233019.875000 Penalty: 3010.884521
	Iteration 14Q: 3 clusters Score -1233020 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 9453 members 
Entering Unmasked Estep 
Score: -1233121.625000 Penalty: 3010.884521
	Iteration 15Q: 3 clusters Score -1233122 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 9516 members 
Entering Unmasked Estep 
Score: -1233171.625000 Penalty: 3010.884521
	Iteration 16Q: 3 clusters Score -1233172 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 9552 members 
Entering Unmasked Estep 
Score: -1233216.500000 Penalty: 3010.884521
	Iteration 17Q: 3 clusters Score -1233216 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 9581 members 
Entering Unmasked Estep 
Score: -1233247.000000 Penalty: 3010.884521
	Iteration 18Q: 3 clusters Score -1233247 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 9608 members 
Entering Unmasked Estep 
Score: -1233281.125000 Penalty: 3010.884521
	Iteration 19Q: 3 clusters Score -1233281 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 9632 members 
Entering Unmasked Estep 
Score: -1233309.250000 Penalty: 3010.884521
	Iteration 20F: 3 clusters Score -1233309 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 9647 members 
Entering Unmasked Estep 
Score: -1233338.000000 Penalty: 3010.884521
	Iteration 21Q: 3 clusters Score -1233338 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 9659 members 
Entering Unmasked Estep 
Score: -1233364.500000 Penalty: 3010.884521
	Iteration 22Q: 3 clusters Score -1233364 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 9681 members 
Entering Unmasked Estep 
Score: -1233390.000000 Penalty: 3010.884521
	Iteration 23Q: 3 clusters Score -1233390 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 9696 members 
Entering Unmasked Estep 
Score: -1233407.125000 Penalty: 3010.884521
	Iteration 24Q: 3 clusters Score -1233407 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 9707 members 
Entering Unmasked Estep 
Score: -1233419.375000 Penalty: 3010.884521
	Iteration 25Q: 3 clusters Score -1233419 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 9722 members 
Entering Unmasked Estep 
Score: -1233448.125000 Penalty: 3010.884521
	Iteration 26Q: 3 clusters Score -1233448 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 9734 members 
Entering Unmasked Estep 
Score: -1233469.000000 Penalty: 3010.884521
	Iteration 27Q: 3 clusters Score -1233469 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 9736 members 
Entering Unmasked Estep 
Score: -1233481.875000 Penalty: 3010.884521
	Iteration 28Q: 3 clusters Score -1233482 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 9741 members 
Entering Unmasked Estep 
Score: -1233495.875000 Penalty: 3010.884521
	Iteration 29Q: 3 clusters Score -1233496 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 9750 members 
Entering Unmasked Estep 
Score: -1233499.500000 Penalty: 3010.884521
	Iteration 30Q: 3 clusters Score -1233500 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 9758 members 
Entering Unmasked Estep 
Score: -1233506.500000 Penalty: 3010.884521
	Iteration 31Q: 3 clusters Score -1233506 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 9764 members 
Entering Unmasked Estep 
Score: -1233509.500000 Penalty: 3010.884521
	Iteration 32Q: 3 clusters Score -1233510 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 9771 members 
Entering Unmasked Estep 
Score: -1233514.750000 Penalty: 3010.884521
	Iteration 33Q: 3 clusters Score -1233515 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 9774 members 
Entering Unmasked Estep 
Score: -1233515.500000 Penalty: 3010.884521
	Iteration 34Q: 3 clusters Score -1233516 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 9773 members 
Entering Unmasked Estep 
Score: -1233514.000000 Penalty: 3010.884521
	Iteration 35Q: 3 clusters Score -1233514 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 9774 members 
Entering Unmasked Estep 
Score: -1233515.125000 Penalty: 3010.884521
	Iteration 36Q: 3 clusters Score -1233515 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 9777 members 
Entering Unmasked Estep 
Score: -1233516.000000 Penalty: 3010.884521
	Iteration 37Q: 3 clusters Score -1233516 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 9780 members 
Entering Unmasked Estep 
Score: -1233518.375000 Penalty: 3010.884521
	Iteration 38Q: 3 clusters Score -1233518 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 9782 members 
Entering Unmasked Estep 
Score: -1233520.250000 Penalty: 3010.884521
	Iteration 39Q: 3 clusters Score -1233520 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 9785 members 
Entering Unmasked Estep 
Score: -1233521.750000 Penalty: 3010.884521
	Iteration 40F: 3 clusters Score -1233522 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 9788 members 
Entering Unmasked Estep 
Score: -1233521.125000 Penalty: 3010.884521
	Iteration 41Q: 3 clusters Score -1233521 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 9789 members 
Entering Unmasked Estep 
Score: -1233522.125000 Penalty: 3010.884521
	Iteration 42Q: 3 clusters Score -1233522 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 9791 members 
Entering Unmasked Estep 
Score: -1233522.875000 Penalty: 3010.884521
	Iteration 43Q: 3 clusters Score -1233523 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 9792 members 
Entering Unmasked Estep 
Score: -1233523.125000 Penalty: 3010.884521
	Iteration 44Q: 3 clusters Score -1233523 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 9792 members 
Entering Unmasked Estep 
Score: -1233523.125000 Penalty: 3010.884521
	Iteration 45F: 3 clusters Score -1233523 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (38363 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38363 members 
Entering Unmasked Estep 
Score: -4857642.000000 Penalty: 1715.162964
	Iteration 0F: 2 clusters Score -4857642 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19147 members 
Mstep: Class 2 contains 19216 members 
Entering Unmasked Estep 
Score: -4831939.500000 Penalty: 3430.325928
	Iteration 0F: 3 clusters Score -4831940 nChanged 17822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18557 members 
Mstep: Class 2 contains 19806 members 
Entering Unmasked Estep 
Score: -4842005.500000 Penalty: 3430.325928
	Iteration 1F: 3 clusters Score -4842006 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18189 members 
Mstep: Class 2 contains 20174 members 
Entering Unmasked Estep 
Score: -4842472.000000 Penalty: 3430.325928
	Iteration 2Q: 3 clusters Score -4842472 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17662 members 
Mstep: Class 2 contains 20701 members 
Entering Unmasked Estep 
Score: -4842951.500000 Penalty: 3430.325928
	Iteration 3Q: 3 clusters Score -4842952 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16927 members 
Mstep: Class 2 contains 21436 members 
Entering Unmasked Estep 
Score: -4843398.500000 Penalty: 3430.325928
	Iteration 4Q: 3 clusters Score -4843398 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15843 members 
Mstep: Class 2 contains 22520 members 
Entering Unmasked Estep 
Score: -4844031.500000 Penalty: 3430.325928
	Iteration 5Q: 3 clusters Score -4844032 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14340 members 
Mstep: Class 2 contains 24023 members 
Entering Unmasked Estep 
Score: -4844858.000000 Penalty: 3430.325928
	Iteration 6Q: 3 clusters Score -4844858 nChanged 2092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12452 members 
Mstep: Class 2 contains 25911 members 
Entering Unmasked Estep 
Score: -4845957.500000 Penalty: 3430.325928
	Iteration 7F: 3 clusters Score -4845958 nChanged 2329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10217 members 
Mstep: Class 2 contains 28146 members 
Entering Unmasked Estep 
Score: -4847419.000000 Penalty: 3430.325928
	Iteration 8F: 3 clusters Score -4847419 nChanged 2553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7716 members 
Mstep: Class 2 contains 30647 members 
Entering Unmasked Estep 
Score: -4849328.500000 Penalty: 3430.325928
	Iteration 9F: 3 clusters Score -4849328 nChanged 2539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 33168 members 
Entering Unmasked Estep 
Score: -4851460.000000 Penalty: 3430.325928
	Iteration 10F: 3 clusters Score -4851460 nChanged 2183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 35345 members 
Entering Unmasked Estep 
Score: -4853469.500000 Penalty: 3430.325928
	Iteration 11F: 3 clusters Score -4853470 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 36828 members 
Entering Unmasked Estep 
Score: -4854819.000000 Penalty: 3430.325928
	Iteration 12Q: 3 clusters Score -4854819 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 37590 members 
Entering Unmasked Estep 
Score: -4855547.000000 Penalty: 3430.325928
	Iteration 13Q: 3 clusters Score -4855547 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 37911 members 
Entering Unmasked Estep 
Score: -4855844.500000 Penalty: 3430.325928
	Iteration 14Q: 3 clusters Score -4855844 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 38037 members 
Entering Unmasked Estep 
Score: -4856000.500000 Penalty: 3430.325928
	Iteration 15Q: 3 clusters Score -4856000 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 38088 members 
Entering Unmasked Estep 
Score: -4856058.000000 Penalty: 3430.325928
	Iteration 16Q: 3 clusters Score -4856058 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 38107 members 
Entering Unmasked Estep 
Score: -4856086.000000 Penalty: 3430.325928
	Iteration 17Q: 3 clusters Score -4856086 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 38121 members 
Entering Unmasked Estep 
Score: -4856099.500000 Penalty: 3430.325928
	Iteration 18Q: 3 clusters Score -4856100 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 38127 members 
Entering Unmasked Estep 
Score: -4856112.500000 Penalty: 3430.325928
	Iteration 19Q: 3 clusters Score -4856112 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 38128 members 
Entering Unmasked Estep 
Score: -4856118.500000 Penalty: 3430.325928
	Iteration 20F: 3 clusters Score -4856118 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 38132 members 
Entering Unmasked Estep 
Score: -4856129.500000 Penalty: 3430.325928
	Iteration 21Q: 3 clusters Score -4856130 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 38138 members 
Entering Unmasked Estep 
Score: -4856138.000000 Penalty: 3430.325928
	Iteration 22Q: 3 clusters Score -4856138 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 38140 members 
Entering Unmasked Estep 
Score: -4856141.500000 Penalty: 3430.325928
	Iteration 23Q: 3 clusters Score -4856142 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 38140 members 
Entering Unmasked Estep 
Score: -4856144.000000 Penalty: 3430.325928
	Iteration 24Q: 3 clusters Score -4856144 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 38141 members 
Entering Unmasked Estep 
Score: -4856145.500000 Penalty: 3430.325928
	Iteration 25Q: 3 clusters Score -4856146 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 38142 members 
Entering Unmasked Estep 
Score: -4856148.000000 Penalty: 3430.325928
	Iteration 26Q: 3 clusters Score -4856148 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 38143 members 
Entering Unmasked Estep 
Score: -4856147.500000 Penalty: 3430.325928
	Iteration 27Q: 3 clusters Score -4856148 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 38143 members 
Entering Unmasked Estep 
Score: -4856147.500000 Penalty: 3430.325928
	Iteration 28F: 3 clusters Score -4856148 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (18739 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18739 members 
Entering Unmasked Estep 
Score: -2185823.250000 Penalty: 1598.733765
	Iteration 0F: 2 clusters Score -2185823 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9287 members 
Mstep: Class 2 contains 9452 members 
Entering Unmasked Estep 
Score: -2172965.500000 Penalty: 3197.467529
	Iteration 0F: 3 clusters Score -2172966 nChanged 8476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8449 members 
Mstep: Class 2 contains 10290 members 
Entering Unmasked Estep 
Score: -2178009.750000 Penalty: 3197.467529
	Iteration 1F: 3 clusters Score -2178010 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7916 members 
Mstep: Class 2 contains 10823 members 
Entering Unmasked Estep 
Score: -2178827.500000 Penalty: 3197.467529
	Iteration 2F: 3 clusters Score -2178828 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7266 members 
Mstep: Class 2 contains 11473 members 
Entering Unmasked Estep 
Score: -2179754.750000 Penalty: 3197.467529
	Iteration 3F: 3 clusters Score -2179755 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6589 members 
Mstep: Class 2 contains 12150 members 
Entering Unmasked Estep 
Score: -2180640.000000 Penalty: 3197.467529
	Iteration 4F: 3 clusters Score -2180640 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5846 members 
Mstep: Class 2 contains 12893 members 
Entering Unmasked Estep 
Score: -2181502.000000 Penalty: 3197.467529
	Iteration 5F: 3 clusters Score -2181502 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 13659 members 
Entering Unmasked Estep 
Score: -2182325.000000 Penalty: 3197.467529
	Iteration 6F: 3 clusters Score -2182325 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 14345 members 
Entering Unmasked Estep 
Score: -2182949.500000 Penalty: 3197.467529
	Iteration 7Q: 3 clusters Score -2182950 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 14908 members 
Entering Unmasked Estep 
Score: -2183357.250000 Penalty: 3197.467529
	Iteration 8Q: 3 clusters Score -2183357 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 15362 members 
Entering Unmasked Estep 
Score: -2183650.750000 Penalty: 3197.467529
	Iteration 9Q: 3 clusters Score -2183651 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 15742 members 
Entering Unmasked Estep 
Score: -2183869.750000 Penalty: 3197.467529
	Iteration 10Q: 3 clusters Score -2183870 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 16066 members 
Entering Unmasked Estep 
Score: -2184034.750000 Penalty: 3197.467529
	Iteration 11Q: 3 clusters Score -2184035 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 16351 members 
Entering Unmasked Estep 
Score: -2184160.500000 Penalty: 3197.467529
	Iteration 12Q: 3 clusters Score -2184160 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 16561 members 
Entering Unmasked Estep 
Score: -2184263.250000 Penalty: 3197.467529
	Iteration 13Q: 3 clusters Score -2184263 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 16752 members 
Entering Unmasked Estep 
Score: -2184347.250000 Penalty: 3197.467529
	Iteration 14Q: 3 clusters Score -2184347 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 16917 members 
Entering Unmasked Estep 
Score: -2184407.000000 Penalty: 3197.467529
	Iteration 15Q: 3 clusters Score -2184407 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 17048 members 
Entering Unmasked Estep 
Score: -2184458.000000 Penalty: 3197.467529
	Iteration 16Q: 3 clusters Score -2184458 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 17150 members 
Entering Unmasked Estep 
Score: -2184490.000000 Penalty: 3197.467529
	Iteration 17Q: 3 clusters Score -2184490 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 17246 members 
Entering Unmasked Estep 
Score: -2184521.750000 Penalty: 3197.467529
	Iteration 18Q: 3 clusters Score -2184522 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 17323 members 
Entering Unmasked Estep 
Score: -2184545.500000 Penalty: 3197.467529
	Iteration 19Q: 3 clusters Score -2184546 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 17399 members 
Entering Unmasked Estep 
Score: -2184580.250000 Penalty: 3197.467529
	Iteration 20F: 3 clusters Score -2184580 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 17460 members 
Entering Unmasked Estep 
Score: -2184602.500000 Penalty: 3197.467529
	Iteration 21Q: 3 clusters Score -2184602 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 17521 members 
Entering Unmasked Estep 
Score: -2184612.500000 Penalty: 3197.467529
	Iteration 22Q: 3 clusters Score -2184612 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 17567 members 
Entering Unmasked Estep 
Score: -2184637.500000 Penalty: 3197.467529
	Iteration 23Q: 3 clusters Score -2184638 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 17610 members 
Entering Unmasked Estep 
Score: -2184647.500000 Penalty: 3197.467529
	Iteration 24Q: 3 clusters Score -2184648 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 17640 members 
Entering Unmasked Estep 
Score: -2184656.250000 Penalty: 3197.467529
	Iteration 25Q: 3 clusters Score -2184656 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 17667 members 
Entering Unmasked Estep 
Score: -2184660.250000 Penalty: 3197.467529
	Iteration 26Q: 3 clusters Score -2184660 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 17694 members 
Entering Unmasked Estep 
Score: -2184672.500000 Penalty: 3197.467529
	Iteration 27Q: 3 clusters Score -2184672 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 17715 members 
Entering Unmasked Estep 
Score: -2184676.250000 Penalty: 3197.467529
	Iteration 28Q: 3 clusters Score -2184676 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 17734 members 
Entering Unmasked Estep 
Score: -2184681.500000 Penalty: 3197.467529
	Iteration 29Q: 3 clusters Score -2184682 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 17743 members 
Entering Unmasked Estep 
Score: -2184681.500000 Penalty: 3197.467529
	Iteration 30Q: 3 clusters Score -2184682 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 17752 members 
Entering Unmasked Estep 
Score: -2184679.500000 Penalty: 3197.467529
	Iteration 31Q: 3 clusters Score -2184680 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 17761 members 
Entering Unmasked Estep 
Score: -2184681.000000 Penalty: 3197.467529
	Iteration 32Q: 3 clusters Score -2184681 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 17769 members 
Entering Unmasked Estep 
Score: -2184679.500000 Penalty: 3197.467529
	Iteration 33Q: 3 clusters Score -2184680 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 17774 members 
Entering Unmasked Estep 
Score: -2184678.250000 Penalty: 3197.467529
	Iteration 34Q: 3 clusters Score -2184678 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 17776 members 
Entering Unmasked Estep 
Score: -2184678.250000 Penalty: 3197.467529
	Iteration 35Q: 3 clusters Score -2184678 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 17776 members 
Entering Unmasked Estep 
Score: -2184678.250000 Penalty: 3197.467529
	Iteration 36F: 3 clusters Score -2184678 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (1396 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Entering Unmasked Estep 
Score: -167407.187500 Penalty: 1176.722046
	Iteration 0F: 2 clusters Score -167407.2 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 673 members 
Entering Unmasked Estep 
Score: -165702.328125 Penalty: 2353.444092
	Iteration 0F: 3 clusters Score -165702.3 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -166028.343750 Penalty: 2353.444092
	Iteration 1F: 3 clusters Score -166028.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -166098.921875 Penalty: 2353.444092
	Iteration 2F: 3 clusters Score -166098.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -166133.828125 Penalty: 2353.444092
	Iteration 3Q: 3 clusters Score -166133.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -166157.171875 Penalty: 2353.444092
	Iteration 4Q: 3 clusters Score -166157.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -166176.046875 Penalty: 2353.444092
	Iteration 5Q: 3 clusters Score -166176 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -166205.656250 Penalty: 2353.444092
	Iteration 6Q: 3 clusters Score -166205.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -166252.218750 Penalty: 2353.444092
	Iteration 7Q: 3 clusters Score -166252.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -166284.046875 Penalty: 2353.444092
	Iteration 8Q: 3 clusters Score -166284 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -166331.875000 Penalty: 2353.444092
	Iteration 9Q: 3 clusters Score -166331.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -166398.531250 Penalty: 2353.444092
	Iteration 10Q: 3 clusters Score -166398.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -166543.750000 Penalty: 2353.444092
	Iteration 11Q: 3 clusters Score -166543.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -166654.312500 Penalty: 2353.444092
	Iteration 12Q: 3 clusters Score -166654.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -166751.687500 Penalty: 2353.444092
	Iteration 13Q: 3 clusters Score -166751.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -166827.265625 Penalty: 2353.444092
	Iteration 14Q: 3 clusters Score -166827.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -166895.703125 Penalty: 2353.444092
	Iteration 15Q: 3 clusters Score -166895.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -166949.328125 Penalty: 2353.444092
	Iteration 16Q: 3 clusters Score -166949.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -166983.640625 Penalty: 2353.444092
	Iteration 17Q: 3 clusters Score -166983.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -167001.609375 Penalty: 2353.444092
	Iteration 18Q: 3 clusters Score -167001.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -167024.218750 Penalty: 2353.444092
	Iteration 19Q: 3 clusters Score -167024.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -167039.203125 Penalty: 2353.444092
	Iteration 20F: 3 clusters Score -167039.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -167054.453125 Penalty: 2353.444092
	Iteration 21Q: 3 clusters Score -167054.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -167068.390625 Penalty: 2353.444092
	Iteration 22Q: 3 clusters Score -167068.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -167082.546875 Penalty: 2353.444092
	Iteration 23Q: 3 clusters Score -167082.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -167107.406250 Penalty: 2353.444092
	Iteration 24Q: 3 clusters Score -167107.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -167138.203125 Penalty: 2353.444092
	Iteration 25Q: 3 clusters Score -167138.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -167166.359375 Penalty: 2353.444092
	Iteration 26Q: 3 clusters Score -167166.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -167178.312500 Penalty: 2353.444092
	Iteration 27Q: 3 clusters Score -167178.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -167193.781250 Penalty: 2353.444092
	Iteration 28Q: 3 clusters Score -167193.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -167209.437500 Penalty: 2353.444092
	Iteration 29Q: 3 clusters Score -167209.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -167227.625000 Penalty: 2353.444092
	Iteration 30Q: 3 clusters Score -167227.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -167245.656250 Penalty: 2353.444092
	Iteration 31Q: 3 clusters Score -167245.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -167254.656250 Penalty: 2353.444092
	Iteration 32Q: 3 clusters Score -167254.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -167258.343750 Penalty: 2353.444092
	Iteration 33Q: 3 clusters Score -167258.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -167259.171875 Penalty: 2353.444092
	Iteration 34Q: 3 clusters Score -167259.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -167259.171875 Penalty: 2353.444092
	Iteration 35F: 3 clusters Score -167259.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (24593 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24593 members 
Entering Unmasked Estep 
Score: -3106434.500000 Penalty: 1642.910278
	Iteration 0F: 2 clusters Score -3106434 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12276 members 
Mstep: Class 2 contains 12317 members 
Entering Unmasked Estep 
Score: -3089822.000000 Penalty: 3285.820557
	Iteration 0F: 3 clusters Score -3089822 nChanged 11202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12086 members 
Mstep: Class 2 contains 12507 members 
Entering Unmasked Estep 
Score: -3096069.500000 Penalty: 3285.820557
	Iteration 1F: 3 clusters Score -3096070 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11960 members 
Mstep: Class 2 contains 12633 members 
Entering Unmasked Estep 
Score: -3096474.500000 Penalty: 3285.820557
	Iteration 2Q: 3 clusters Score -3096474 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11753 members 
Mstep: Class 2 contains 12840 members 
Entering Unmasked Estep 
Score: -3096881.250000 Penalty: 3285.820557
	Iteration 3Q: 3 clusters Score -3096881 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11447 members 
Mstep: Class 2 contains 13146 members 
Entering Unmasked Estep 
Score: -3097308.250000 Penalty: 3285.820557
	Iteration 4Q: 3 clusters Score -3097308 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11044 members 
Mstep: Class 2 contains 13549 members 
Entering Unmasked Estep 
Score: -3097778.750000 Penalty: 3285.820557
	Iteration 5Q: 3 clusters Score -3097779 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10562 members 
Mstep: Class 2 contains 14031 members 
Entering Unmasked Estep 
Score: -3098305.000000 Penalty: 3285.820557
	Iteration 6Q: 3 clusters Score -3098305 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10038 members 
Mstep: Class 2 contains 14555 members 
Entering Unmasked Estep 
Score: -3098912.750000 Penalty: 3285.820557
	Iteration 7Q: 3 clusters Score -3098913 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9443 members 
Mstep: Class 2 contains 15150 members 
Entering Unmasked Estep 
Score: -3099615.000000 Penalty: 3285.820557
	Iteration 8Q: 3 clusters Score -3099615 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8819 members 
Mstep: Class 2 contains 15774 members 
Entering Unmasked Estep 
Score: -3100334.750000 Penalty: 3285.820557
	Iteration 9Q: 3 clusters Score -3100335 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8240 members 
Mstep: Class 2 contains 16353 members 
Entering Unmasked Estep 
Score: -3101047.750000 Penalty: 3285.820557
	Iteration 10Q: 3 clusters Score -3101048 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7730 members 
Mstep: Class 2 contains 16863 members 
Entering Unmasked Estep 
Score: -3101546.750000 Penalty: 3285.820557
	Iteration 11Q: 3 clusters Score -3101547 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7249 members 
Mstep: Class 2 contains 17344 members 
Entering Unmasked Estep 
Score: -3101910.000000 Penalty: 3285.820557
	Iteration 12Q: 3 clusters Score -3101910 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6777 members 
Mstep: Class 2 contains 17816 members 
Entering Unmasked Estep 
Score: -3102152.500000 Penalty: 3285.820557
	Iteration 13Q: 3 clusters Score -3102152 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6326 members 
Mstep: Class 2 contains 18267 members 
Entering Unmasked Estep 
Score: -3102398.500000 Penalty: 3285.820557
	Iteration 14Q: 3 clusters Score -3102398 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5862 members 
Mstep: Class 2 contains 18731 members 
Entering Unmasked Estep 
Score: -3102646.500000 Penalty: 3285.820557
	Iteration 15Q: 3 clusters Score -3102646 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 19189 members 
Entering Unmasked Estep 
Score: -3102903.000000 Penalty: 3285.820557
	Iteration 16Q: 3 clusters Score -3102903 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 19650 members 
Entering Unmasked Estep 
Score: -3103143.250000 Penalty: 3285.820557
	Iteration 17Q: 3 clusters Score -3103143 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 20059 members 
Entering Unmasked Estep 
Score: -3103375.500000 Penalty: 3285.820557
	Iteration 18Q: 3 clusters Score -3103376 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 20459 members 
Entering Unmasked Estep 
Score: -3103623.750000 Penalty: 3285.820557
	Iteration 19Q: 3 clusters Score -3103624 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 20839 members 
Entering Unmasked Estep 
Score: -3103833.500000 Penalty: 3285.820557
	Iteration 20F: 3 clusters Score -3103834 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 21204 members 
Entering Unmasked Estep 
Score: -3104038.750000 Penalty: 3285.820557
	Iteration 21Q: 3 clusters Score -3104039 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 21509 members 
Entering Unmasked Estep 
Score: -3104188.500000 Penalty: 3285.820557
	Iteration 22Q: 3 clusters Score -3104188 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 21756 members 
Entering Unmasked Estep 
Score: -3104301.000000 Penalty: 3285.820557
	Iteration 23Q: 3 clusters Score -3104301 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 21965 members 
Entering Unmasked Estep 
Score: -3104400.250000 Penalty: 3285.820557
	Iteration 24Q: 3 clusters Score -3104400 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 22137 members 
Entering Unmasked Estep 
Score: -3104462.000000 Penalty: 3285.820557
	Iteration 25Q: 3 clusters Score -3104462 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 22293 members 
Entering Unmasked Estep 
Score: -3104516.000000 Penalty: 3285.820557
	Iteration 26Q: 3 clusters Score -3104516 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 22438 members 
Entering Unmasked Estep 
Score: -3104570.500000 Penalty: 3285.820557
	Iteration 27Q: 3 clusters Score -3104570 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 22582 members 
Entering Unmasked Estep 
Score: -3104635.250000 Penalty: 3285.820557
	Iteration 28Q: 3 clusters Score -3104635 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 22715 members 
Entering Unmasked Estep 
Score: -3104697.750000 Penalty: 3285.820557
	Iteration 29Q: 3 clusters Score -3104698 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 22828 members 
Entering Unmasked Estep 
Score: -3104731.250000 Penalty: 3285.820557
	Iteration 30Q: 3 clusters Score -3104731 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 22938 members 
Entering Unmasked Estep 
Score: -3104788.500000 Penalty: 3285.820557
	Iteration 31Q: 3 clusters Score -3104788 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 23038 members 
Entering Unmasked Estep 
Score: -3104821.250000 Penalty: 3285.820557
	Iteration 32Q: 3 clusters Score -3104821 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 23133 members 
Entering Unmasked Estep 
Score: -3104865.500000 Penalty: 3285.820557
	Iteration 33Q: 3 clusters Score -3104866 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 23223 members 
Entering Unmasked Estep 
Score: -3104904.250000 Penalty: 3285.820557
	Iteration 34Q: 3 clusters Score -3104904 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 23316 members 
Entering Unmasked Estep 
Score: -3104974.500000 Penalty: 3285.820557
	Iteration 35Q: 3 clusters Score -3104974 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 23390 members 
Entering Unmasked Estep 
Score: -3105016.500000 Penalty: 3285.820557
	Iteration 36Q: 3 clusters Score -3105016 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 23453 members 
Entering Unmasked Estep 
Score: -3105033.250000 Penalty: 3285.820557
	Iteration 37Q: 3 clusters Score -3105033 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 23506 members 
Entering Unmasked Estep 
Score: -3105050.500000 Penalty: 3285.820557
	Iteration 38Q: 3 clusters Score -3105050 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 23543 members 
Entering Unmasked Estep 
Score: -3105070.750000 Penalty: 3285.820557
	Iteration 39Q: 3 clusters Score -3105071 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 23572 members 
Entering Unmasked Estep 
Score: -3105086.000000 Penalty: 3285.820557
	Iteration 40F: 3 clusters Score -3105086 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 23601 members 
Entering Unmasked Estep 
Score: -3105097.750000 Penalty: 3285.820557
	Iteration 41Q: 3 clusters Score -3105098 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 23621 members 
Entering Unmasked Estep 
Score: -3105102.500000 Penalty: 3285.820557
	Iteration 42Q: 3 clusters Score -3105102 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 23640 members 
Entering Unmasked Estep 
Score: -3105111.500000 Penalty: 3285.820557
	Iteration 43Q: 3 clusters Score -3105112 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 23649 members 
Entering Unmasked Estep 
Score: -3105112.500000 Penalty: 3285.820557
	Iteration 44Q: 3 clusters Score -3105112 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 23661 members 
Entering Unmasked Estep 
Score: -3105115.750000 Penalty: 3285.820557
	Iteration 45Q: 3 clusters Score -3105116 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 23676 members 
Entering Unmasked Estep 
Score: -3105120.000000 Penalty: 3285.820557
	Iteration 46Q: 3 clusters Score -3105120 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 23687 members 
Entering Unmasked Estep 
Score: -3105127.750000 Penalty: 3285.820557
	Iteration 47Q: 3 clusters Score -3105128 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 23695 members 
Entering Unmasked Estep 
Score: -3105123.250000 Penalty: 3285.820557
	Iteration 48Q: 3 clusters Score -3105123 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 23701 members 
Entering Unmasked Estep 
Score: -3105126.750000 Penalty: 3285.820557
	Iteration 49Q: 3 clusters Score -3105127 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 23707 members 
Entering Unmasked Estep 
Score: -3105129.500000 Penalty: 3285.820557
	Iteration 50Q: 3 clusters Score -3105130 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 23713 members 
Entering Unmasked Estep 
Score: -3105130.000000 Penalty: 3285.820557
	Iteration 51Q: 3 clusters Score -3105130 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 23719 members 
Entering Unmasked Estep 
Score: -3105133.750000 Penalty: 3285.820557
	Iteration 52Q: 3 clusters Score -3105134 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 23722 members 
Entering Unmasked Estep 
Score: -3105136.250000 Penalty: 3285.820557
	Iteration 53Q: 3 clusters Score -3105136 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 23726 members 
Entering Unmasked Estep 
Score: -3105139.250000 Penalty: 3285.820557
	Iteration 54Q: 3 clusters Score -3105139 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 23732 members 
Entering Unmasked Estep 
Score: -3105145.750000 Penalty: 3285.820557
	Iteration 55Q: 3 clusters Score -3105146 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 23740 members 
Entering Unmasked Estep 
Score: -3105148.750000 Penalty: 3285.820557
	Iteration 56Q: 3 clusters Score -3105149 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 23743 members 
Entering Unmasked Estep 
Score: -3105142.750000 Penalty: 3285.820557
	Iteration 57Q: 3 clusters Score -3105143 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 23747 members 
Entering Unmasked Estep 
Score: -3105148.750000 Penalty: 3285.820557
	Iteration 58Q: 3 clusters Score -3105149 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 23746 members 
Entering Unmasked Estep 
Score: -3105147.500000 Penalty: 3285.820557
	Iteration 59Q: 3 clusters Score -3105148 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 23746 members 
Entering Unmasked Estep 
Score: -3105147.500000 Penalty: 3285.820557
	Iteration 60F: 3 clusters Score -3105148 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (4321 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Entering Unmasked Estep 
Score: -545500.187500 Penalty: 1360.326904
	Iteration 0F: 2 clusters Score -545500.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -541912.875000 Penalty: 2720.653809
	Iteration 0F: 3 clusters Score -541912.9 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -542896.062500 Penalty: 2720.653809
	Iteration 1F: 3 clusters Score -542896.1 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -543063.062500 Penalty: 2720.653809
	Iteration 2F: 3 clusters Score -543063.1 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -543171.187500 Penalty: 2720.653809
	Iteration 3F: 3 clusters Score -543171.2 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -543250.375000 Penalty: 2720.653809
	Iteration 4Q: 3 clusters Score -543250.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -543304.437500 Penalty: 2720.653809
	Iteration 5Q: 3 clusters Score -543304.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -543349.500000 Penalty: 2720.653809
	Iteration 6Q: 3 clusters Score -543349.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -543387.875000 Penalty: 2720.653809
	Iteration 7Q: 3 clusters Score -543387.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -543433.062500 Penalty: 2720.653809
	Iteration 8Q: 3 clusters Score -543433.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -543473.750000 Penalty: 2720.653809
	Iteration 9Q: 3 clusters Score -543473.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -543511.125000 Penalty: 2720.653809
	Iteration 10Q: 3 clusters Score -543511.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -543549.250000 Penalty: 2720.653809
	Iteration 11Q: 3 clusters Score -543549.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -543596.000000 Penalty: 2720.653809
	Iteration 12Q: 3 clusters Score -543596 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -543632.625000 Penalty: 2720.653809
	Iteration 13Q: 3 clusters Score -543632.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -543673.750000 Penalty: 2720.653809
	Iteration 14Q: 3 clusters Score -543673.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -543726.187500 Penalty: 2720.653809
	Iteration 15Q: 3 clusters Score -543726.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -543793.250000 Penalty: 2720.653809
	Iteration 16Q: 3 clusters Score -543793.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -543862.500000 Penalty: 2720.653809
	Iteration 17Q: 3 clusters Score -543862.5 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -543924.187500 Penalty: 2720.653809
	Iteration 18Q: 3 clusters Score -543924.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -543970.250000 Penalty: 2720.653809
	Iteration 19Q: 3 clusters Score -543970.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -544022.437500 Penalty: 2720.653809
	Iteration 20F: 3 clusters Score -544022.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -544083.000000 Penalty: 2720.653809
	Iteration 21Q: 3 clusters Score -544083 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -544125.562500 Penalty: 2720.653809
	Iteration 22Q: 3 clusters Score -544125.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -544154.875000 Penalty: 2720.653809
	Iteration 23Q: 3 clusters Score -544154.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -544177.750000 Penalty: 2720.653809
	Iteration 24Q: 3 clusters Score -544177.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -544197.312500 Penalty: 2720.653809
	Iteration 25Q: 3 clusters Score -544197.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -544208.750000 Penalty: 2720.653809
	Iteration 26Q: 3 clusters Score -544208.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -544215.875000 Penalty: 2720.653809
	Iteration 27Q: 3 clusters Score -544215.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -544227.437500 Penalty: 2720.653809
	Iteration 28Q: 3 clusters Score -544227.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -544243.812500 Penalty: 2720.653809
	Iteration 29Q: 3 clusters Score -544243.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -544254.000000 Penalty: 2720.653809
	Iteration 30Q: 3 clusters Score -544254 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -544260.937500 Penalty: 2720.653809
	Iteration 31Q: 3 clusters Score -544260.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -544262.375000 Penalty: 2720.653809
	Iteration 32Q: 3 clusters Score -544262.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -544267.000000 Penalty: 2720.653809
	Iteration 33Q: 3 clusters Score -544267 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -544273.000000 Penalty: 2720.653809
	Iteration 34Q: 3 clusters Score -544273 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -544278.062500 Penalty: 2720.653809
	Iteration 35Q: 3 clusters Score -544278.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -544279.500000 Penalty: 2720.653809
	Iteration 36Q: 3 clusters Score -544279.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -544282.625000 Penalty: 2720.653809
	Iteration 37Q: 3 clusters Score -544282.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -544287.625000 Penalty: 2720.653809
	Iteration 38Q: 3 clusters Score -544287.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -544289.187500 Penalty: 2720.653809
	Iteration 39Q: 3 clusters Score -544289.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -544291.937500 Penalty: 2720.653809
	Iteration 40F: 3 clusters Score -544291.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -544293.875000 Penalty: 2720.653809
	Iteration 41Q: 3 clusters Score -544293.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -544296.000000 Penalty: 2720.653809
	Iteration 42Q: 3 clusters Score -544296 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -544297.125000 Penalty: 2720.653809
	Iteration 43Q: 3 clusters Score -544297.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -544298.875000 Penalty: 2720.653809
	Iteration 44Q: 3 clusters Score -544298.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -544300.250000 Penalty: 2720.653809
	Iteration 45Q: 3 clusters Score -544300.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -544300.875000 Penalty: 2720.653809
	Iteration 46Q: 3 clusters Score -544300.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -544303.250000 Penalty: 2720.653809
	Iteration 47Q: 3 clusters Score -544303.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -544305.562500 Penalty: 2720.653809
	Iteration 48Q: 3 clusters Score -544305.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -544305.312500 Penalty: 2720.653809
	Iteration 49Q: 3 clusters Score -544305.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -544305.312500 Penalty: 2720.653809
	Iteration 50F: 3 clusters Score -544305.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (3282 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Entering Unmasked Estep 
Score: -411656.281250 Penalty: 1315.633911
	Iteration 0F: 2 clusters Score -411656.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -408773.250000 Penalty: 2631.267822
	Iteration 0F: 3 clusters Score -408773.2 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -409479.218750 Penalty: 2631.267822
	Iteration 1F: 3 clusters Score -409479.2 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -409615.500000 Penalty: 2631.267822
	Iteration 2F: 3 clusters Score -409615.5 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -409771.156250 Penalty: 2631.267822
	Iteration 3F: 3 clusters Score -409771.2 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -409924.437500 Penalty: 2631.267822
	Iteration 4F: 3 clusters Score -409924.4 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -410054.812500 Penalty: 2631.267822
	Iteration 5F: 3 clusters Score -410054.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -410159.406250 Penalty: 2631.267822
	Iteration 6Q: 3 clusters Score -410159.4 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -410259.906250 Penalty: 2631.267822
	Iteration 7Q: 3 clusters Score -410259.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -410354.968750 Penalty: 2631.267822
	Iteration 8Q: 3 clusters Score -410355 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -410425.718750 Penalty: 2631.267822
	Iteration 9Q: 3 clusters Score -410425.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -410484.343750 Penalty: 2631.267822
	Iteration 10Q: 3 clusters Score -410484.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -410533.531250 Penalty: 2631.267822
	Iteration 11Q: 3 clusters Score -410533.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -410569.781250 Penalty: 2631.267822
	Iteration 12Q: 3 clusters Score -410569.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -410593.875000 Penalty: 2631.267822
	Iteration 13Q: 3 clusters Score -410593.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -410607.250000 Penalty: 2631.267822
	Iteration 14Q: 3 clusters Score -410607.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -410617.093750 Penalty: 2631.267822
	Iteration 15Q: 3 clusters Score -410617.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -410624.968750 Penalty: 2631.267822
	Iteration 16Q: 3 clusters Score -410625 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -410629.750000 Penalty: 2631.267822
	Iteration 17Q: 3 clusters Score -410629.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -410635.156250 Penalty: 2631.267822
	Iteration 18Q: 3 clusters Score -410635.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -410638.875000 Penalty: 2631.267822
	Iteration 19Q: 3 clusters Score -410638.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -410641.343750 Penalty: 2631.267822
	Iteration 20F: 3 clusters Score -410641.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -410646.468750 Penalty: 2631.267822
	Iteration 21Q: 3 clusters Score -410646.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -410648.000000 Penalty: 2631.267822
	Iteration 22Q: 3 clusters Score -410648 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -410652.187500 Penalty: 2631.267822
	Iteration 23Q: 3 clusters Score -410652.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -410655.187500 Penalty: 2631.267822
	Iteration 24Q: 3 clusters Score -410655.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -410657.375000 Penalty: 2631.267822
	Iteration 25Q: 3 clusters Score -410657.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -410659.750000 Penalty: 2631.267822
	Iteration 26Q: 3 clusters Score -410659.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -410660.000000 Penalty: 2631.267822
	Iteration 27Q: 3 clusters Score -410660 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -410660.437500 Penalty: 2631.267822
	Iteration 28Q: 3 clusters Score -410660.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -410661.656250 Penalty: 2631.267822
	Iteration 29Q: 3 clusters Score -410661.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -410661.718750 Penalty: 2631.267822
	Iteration 30Q: 3 clusters Score -410661.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -410662.625000 Penalty: 2631.267822
	Iteration 31Q: 3 clusters Score -410662.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -410662.625000 Penalty: 2631.267822
	Iteration 32F: 3 clusters Score -410662.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (4549 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Entering Unmasked Estep 
Score: -572700.125000 Penalty: 1368.682739
	Iteration 0F: 2 clusters Score -572700.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -569017.500000 Penalty: 2737.365479
	Iteration 0F: 3 clusters Score -569017.5 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -569991.437500 Penalty: 2737.365479
	Iteration 1F: 3 clusters Score -569991.4 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -570200.812500 Penalty: 2737.365479
	Iteration 2F: 3 clusters Score -570200.8 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -570365.000000 Penalty: 2737.365479
	Iteration 3F: 3 clusters Score -570365 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -570519.000000 Penalty: 2737.365479
	Iteration 4Q: 3 clusters Score -570519 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -570687.687500 Penalty: 2737.365479
	Iteration 5Q: 3 clusters Score -570687.7 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -570853.562500 Penalty: 2737.365479
	Iteration 6Q: 3 clusters Score -570853.6 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -570994.125000 Penalty: 2737.365479
	Iteration 7Q: 3 clusters Score -570994.1 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -571116.500000 Penalty: 2737.365479
	Iteration 8Q: 3 clusters Score -571116.5 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -571232.562500 Penalty: 2737.365479
	Iteration 9Q: 3 clusters Score -571232.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -571320.875000 Penalty: 2737.365479
	Iteration 10Q: 3 clusters Score -571320.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -571399.000000 Penalty: 2737.365479
	Iteration 11Q: 3 clusters Score -571399 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -571461.500000 Penalty: 2737.365479
	Iteration 12Q: 3 clusters Score -571461.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -571501.250000 Penalty: 2737.365479
	Iteration 13Q: 3 clusters Score -571501.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -571542.875000 Penalty: 2737.365479
	Iteration 14Q: 3 clusters Score -571542.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -571583.312500 Penalty: 2737.365479
	Iteration 15Q: 3 clusters Score -571583.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -571622.375000 Penalty: 2737.365479
	Iteration 16Q: 3 clusters Score -571622.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -571648.375000 Penalty: 2737.365479
	Iteration 17Q: 3 clusters Score -571648.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -571670.937500 Penalty: 2737.365479
	Iteration 18Q: 3 clusters Score -571670.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -571696.000000 Penalty: 2737.365479
	Iteration 19Q: 3 clusters Score -571696 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -571714.562500 Penalty: 2737.365479
	Iteration 20F: 3 clusters Score -571714.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -571732.187500 Penalty: 2737.365479
	Iteration 21Q: 3 clusters Score -571732.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -571745.937500 Penalty: 2737.365479
	Iteration 22Q: 3 clusters Score -571745.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -571759.062500 Penalty: 2737.365479
	Iteration 23Q: 3 clusters Score -571759.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -571772.500000 Penalty: 2737.365479
	Iteration 24Q: 3 clusters Score -571772.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -571782.125000 Penalty: 2737.365479
	Iteration 25Q: 3 clusters Score -571782.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -571789.687500 Penalty: 2737.365479
	Iteration 26Q: 3 clusters Score -571789.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -571794.500000 Penalty: 2737.365479
	Iteration 27Q: 3 clusters Score -571794.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -571795.000000 Penalty: 2737.365479
	Iteration 28Q: 3 clusters Score -571795 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -571794.812500 Penalty: 2737.365479
	Iteration 29Q: 3 clusters Score -571794.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -571795.312500 Penalty: 2737.365479
	Iteration 30Q: 3 clusters Score -571795.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -571795.937500 Penalty: 2737.365479
	Iteration 31Q: 3 clusters Score -571795.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -571795.937500 Penalty: 2737.365479
	Iteration 32F: 3 clusters Score -571795.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (3508 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Entering Unmasked Estep 
Score: -399531.843750 Penalty: 1326.455322
	Iteration 0F: 2 clusters Score -399531.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -396467.250000 Penalty: 2652.910645
	Iteration 0F: 3 clusters Score -396467.2 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -397509.156250 Penalty: 2652.910645
	Iteration 1F: 3 clusters Score -397509.2 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -397851.218750 Penalty: 2652.910645
	Iteration 2F: 3 clusters Score -397851.2 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -398058.843750 Penalty: 2652.910645
	Iteration 3F: 3 clusters Score -398058.8 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -398187.156250 Penalty: 2652.910645
	Iteration 4Q: 3 clusters Score -398187.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -398261.406250 Penalty: 2652.910645
	Iteration 5Q: 3 clusters Score -398261.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -398323.781250 Penalty: 2652.910645
	Iteration 6Q: 3 clusters Score -398323.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -398386.750000 Penalty: 2652.910645
	Iteration 7Q: 3 clusters Score -398386.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -398437.343750 Penalty: 2652.910645
	Iteration 8Q: 3 clusters Score -398437.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -398480.343750 Penalty: 2652.910645
	Iteration 9Q: 3 clusters Score -398480.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -398524.812500 Penalty: 2652.910645
	Iteration 10Q: 3 clusters Score -398524.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -398569.500000 Penalty: 2652.910645
	Iteration 11Q: 3 clusters Score -398569.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -398617.781250 Penalty: 2652.910645
	Iteration 12Q: 3 clusters Score -398617.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -398670.125000 Penalty: 2652.910645
	Iteration 13Q: 3 clusters Score -398670.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -398704.437500 Penalty: 2652.910645
	Iteration 14Q: 3 clusters Score -398704.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -398720.031250 Penalty: 2652.910645
	Iteration 15Q: 3 clusters Score -398720 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -398735.875000 Penalty: 2652.910645
	Iteration 16Q: 3 clusters Score -398735.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -398745.156250 Penalty: 2652.910645
	Iteration 17Q: 3 clusters Score -398745.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -398752.687500 Penalty: 2652.910645
	Iteration 18Q: 3 clusters Score -398752.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -398760.531250 Penalty: 2652.910645
	Iteration 19Q: 3 clusters Score -398760.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -398764.875000 Penalty: 2652.910645
	Iteration 20F: 3 clusters Score -398764.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -398767.812500 Penalty: 2652.910645
	Iteration 21Q: 3 clusters Score -398767.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -398771.218750 Penalty: 2652.910645
	Iteration 22Q: 3 clusters Score -398771.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -398773.000000 Penalty: 2652.910645
	Iteration 23Q: 3 clusters Score -398773 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -398774.031250 Penalty: 2652.910645
	Iteration 24Q: 3 clusters Score -398774 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -398775.500000 Penalty: 2652.910645
	Iteration 25Q: 3 clusters Score -398775.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -398777.062500 Penalty: 2652.910645
	Iteration 26Q: 3 clusters Score -398777.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -398778.843750 Penalty: 2652.910645
	Iteration 27Q: 3 clusters Score -398778.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -398779.468750 Penalty: 2652.910645
	Iteration 28Q: 3 clusters Score -398779.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -398779.562500 Penalty: 2652.910645
	Iteration 29Q: 3 clusters Score -398779.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -398780.562500 Penalty: 2652.910645
	Iteration 30Q: 3 clusters Score -398780.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -398780.625000 Penalty: 2652.910645
	Iteration 31Q: 3 clusters Score -398780.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -398780.625000 Penalty: 2652.910645
	Iteration 32F: 3 clusters Score -398780.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (25809 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25809 members 
Entering Unmasked Estep 
Score: -3311503.000000 Penalty: 1650.752808
	Iteration 0F: 2 clusters Score -3311503 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12904 members 
Mstep: Class 2 contains 12905 members 
Entering Unmasked Estep 
Score: -3294014.250000 Penalty: 3301.505615
	Iteration 0F: 3 clusters Score -3294014 nChanged 11886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12906 members 
Mstep: Class 2 contains 12903 members 
Entering Unmasked Estep 
Score: -3300345.000000 Penalty: 3301.505615
	Iteration 1F: 3 clusters Score -3300345 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13033 members 
Mstep: Class 2 contains 12776 members 
Entering Unmasked Estep 
Score: -3300697.250000 Penalty: 3301.505615
	Iteration 2Q: 3 clusters Score -3300697 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13205 members 
Mstep: Class 2 contains 12604 members 
Entering Unmasked Estep 
Score: -3301028.500000 Penalty: 3301.505615
	Iteration 3Q: 3 clusters Score -3301028 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13428 members 
Mstep: Class 2 contains 12381 members 
Entering Unmasked Estep 
Score: -3301393.500000 Penalty: 3301.505615
	Iteration 4Q: 3 clusters Score -3301394 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13720 members 
Mstep: Class 2 contains 12089 members 
Entering Unmasked Estep 
Score: -3301830.500000 Penalty: 3301.505615
	Iteration 5Q: 3 clusters Score -3301830 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14036 members 
Mstep: Class 2 contains 11773 members 
Entering Unmasked Estep 
Score: -3302372.500000 Penalty: 3301.505615
	Iteration 6Q: 3 clusters Score -3302372 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14426 members 
Mstep: Class 2 contains 11383 members 
Entering Unmasked Estep 
Score: -3303096.000000 Penalty: 3301.505615
	Iteration 7F: 3 clusters Score -3303096 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14897 members 
Mstep: Class 2 contains 10912 members 
Entering Unmasked Estep 
Score: -3303918.000000 Penalty: 3301.505615
	Iteration 8F: 3 clusters Score -3303918 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15503 members 
Mstep: Class 2 contains 10306 members 
Entering Unmasked Estep 
Score: -3304815.250000 Penalty: 3301.505615
	Iteration 9F: 3 clusters Score -3304815 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16113 members 
Mstep: Class 2 contains 9696 members 
Entering Unmasked Estep 
Score: -3305774.250000 Penalty: 3301.505615
	Iteration 10F: 3 clusters Score -3305774 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16684 members 
Mstep: Class 2 contains 9125 members 
Entering Unmasked Estep 
Score: -3306682.000000 Penalty: 3301.505615
	Iteration 11F: 3 clusters Score -3306682 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17133 members 
Mstep: Class 2 contains 8676 members 
Entering Unmasked Estep 
Score: -3307513.250000 Penalty: 3301.505615
	Iteration 12Q: 3 clusters Score -3307513 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17459 members 
Mstep: Class 2 contains 8350 members 
Entering Unmasked Estep 
Score: -3308077.750000 Penalty: 3301.505615
	Iteration 13Q: 3 clusters Score -3308078 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17720 members 
Mstep: Class 2 contains 8089 members 
Entering Unmasked Estep 
Score: -3308361.000000 Penalty: 3301.505615
	Iteration 14Q: 3 clusters Score -3308361 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17953 members 
Mstep: Class 2 contains 7856 members 
Entering Unmasked Estep 
Score: -3308529.250000 Penalty: 3301.505615
	Iteration 15Q: 3 clusters Score -3308529 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18144 members 
Mstep: Class 2 contains 7665 members 
Entering Unmasked Estep 
Score: -3308629.750000 Penalty: 3301.505615
	Iteration 16Q: 3 clusters Score -3308630 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18340 members 
Mstep: Class 2 contains 7469 members 
Entering Unmasked Estep 
Score: -3308712.000000 Penalty: 3301.505615
	Iteration 17Q: 3 clusters Score -3308712 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18533 members 
Mstep: Class 2 contains 7276 members 
Entering Unmasked Estep 
Score: -3308743.250000 Penalty: 3301.505615
	Iteration 18Q: 3 clusters Score -3308743 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18689 members 
Mstep: Class 2 contains 7120 members 
Entering Unmasked Estep 
Score: -3308779.250000 Penalty: 3301.505615
	Iteration 19Q: 3 clusters Score -3308779 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18814 members 
Mstep: Class 2 contains 6995 members 
Entering Unmasked Estep 
Score: -3308799.250000 Penalty: 3301.505615
	Iteration 20F: 3 clusters Score -3308799 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18922 members 
Mstep: Class 2 contains 6887 members 
Entering Unmasked Estep 
Score: -3308825.000000 Penalty: 3301.505615
	Iteration 21Q: 3 clusters Score -3308825 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19048 members 
Mstep: Class 2 contains 6761 members 
Entering Unmasked Estep 
Score: -3308850.500000 Penalty: 3301.505615
	Iteration 22Q: 3 clusters Score -3308850 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19164 members 
Mstep: Class 2 contains 6645 members 
Entering Unmasked Estep 
Score: -3308870.250000 Penalty: 3301.505615
	Iteration 23Q: 3 clusters Score -3308870 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19257 members 
Mstep: Class 2 contains 6552 members 
Entering Unmasked Estep 
Score: -3308898.750000 Penalty: 3301.505615
	Iteration 24Q: 3 clusters Score -3308899 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19329 members 
Mstep: Class 2 contains 6480 members 
Entering Unmasked Estep 
Score: -3308911.750000 Penalty: 3301.505615
	Iteration 25Q: 3 clusters Score -3308912 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19408 members 
Mstep: Class 2 contains 6401 members 
Entering Unmasked Estep 
Score: -3308917.500000 Penalty: 3301.505615
	Iteration 26Q: 3 clusters Score -3308918 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19489 members 
Mstep: Class 2 contains 6320 members 
Entering Unmasked Estep 
Score: -3308917.250000 Penalty: 3301.505615
	Iteration 27Q: 3 clusters Score -3308917 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19553 members 
Mstep: Class 2 contains 6256 members 
Entering Unmasked Estep 
Score: -3308924.750000 Penalty: 3301.505615
	Iteration 28Q: 3 clusters Score -3308925 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19612 members 
Mstep: Class 2 contains 6197 members 
Entering Unmasked Estep 
Score: -3308939.750000 Penalty: 3301.505615
	Iteration 29Q: 3 clusters Score -3308940 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19678 members 
Mstep: Class 2 contains 6131 members 
Entering Unmasked Estep 
Score: -3308950.000000 Penalty: 3301.505615
	Iteration 30Q: 3 clusters Score -3308950 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19744 members 
Mstep: Class 2 contains 6065 members 
Entering Unmasked Estep 
Score: -3308957.000000 Penalty: 3301.505615
	Iteration 31Q: 3 clusters Score -3308957 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19814 members 
Mstep: Class 2 contains 5995 members 
Entering Unmasked Estep 
Score: -3308966.750000 Penalty: 3301.505615
	Iteration 32Q: 3 clusters Score -3308967 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19877 members 
Mstep: Class 2 contains 5932 members 
Entering Unmasked Estep 
Score: -3308985.500000 Penalty: 3301.505615
	Iteration 33Q: 3 clusters Score -3308986 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19941 members 
Mstep: Class 2 contains 5868 members 
Entering Unmasked Estep 
Score: -3309002.250000 Penalty: 3301.505615
	Iteration 34Q: 3 clusters Score -3309002 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19998 members 
Mstep: Class 2 contains 5811 members 
Entering Unmasked Estep 
Score: -3309006.500000 Penalty: 3301.505615
	Iteration 35Q: 3 clusters Score -3309006 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20058 members 
Mstep: Class 2 contains 5751 members 
Entering Unmasked Estep 
Score: -3309022.250000 Penalty: 3301.505615
	Iteration 36Q: 3 clusters Score -3309022 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20114 members 
Mstep: Class 2 contains 5695 members 
Entering Unmasked Estep 
Score: -3309024.750000 Penalty: 3301.505615
	Iteration 37Q: 3 clusters Score -3309025 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20169 members 
Mstep: Class 2 contains 5640 members 
Entering Unmasked Estep 
Score: -3309027.750000 Penalty: 3301.505615
	Iteration 38Q: 3 clusters Score -3309028 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20225 members 
Mstep: Class 2 contains 5584 members 
Entering Unmasked Estep 
Score: -3309030.000000 Penalty: 3301.505615
	Iteration 39Q: 3 clusters Score -3309030 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20294 members 
Mstep: Class 2 contains 5515 members 
Entering Unmasked Estep 
Score: -3309029.000000 Penalty: 3301.505615
	Iteration 40F: 3 clusters Score -3309029 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20358 members 
Mstep: Class 2 contains 5451 members 
Entering Unmasked Estep 
Score: -3309038.000000 Penalty: 3301.505615
	Iteration 41Q: 3 clusters Score -3309038 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20434 members 
Mstep: Class 2 contains 5375 members 
Entering Unmasked Estep 
Score: -3309047.250000 Penalty: 3301.505615
	Iteration 42Q: 3 clusters Score -3309047 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20516 members 
Mstep: Class 2 contains 5293 members 
Entering Unmasked Estep 
Score: -3309057.500000 Penalty: 3301.505615
	Iteration 43Q: 3 clusters Score -3309058 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20610 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
Score: -3309077.000000 Penalty: 3301.505615
	Iteration 44Q: 3 clusters Score -3309077 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20693 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -3309095.000000 Penalty: 3301.505615
	Iteration 45Q: 3 clusters Score -3309095 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20785 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -3309102.750000 Penalty: 3301.505615
	Iteration 46Q: 3 clusters Score -3309103 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20877 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -3309126.750000 Penalty: 3301.505615
	Iteration 47Q: 3 clusters Score -3309127 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20982 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -3309155.250000 Penalty: 3301.505615
	Iteration 48Q: 3 clusters Score -3309155 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21076 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -3309166.750000 Penalty: 3301.505615
	Iteration 49Q: 3 clusters Score -3309167 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21200 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -3309190.250000 Penalty: 3301.505615
	Iteration 50Q: 3 clusters Score -3309190 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21333 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -3309220.250000 Penalty: 3301.505615
	Iteration 51Q: 3 clusters Score -3309220 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21458 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -3309266.750000 Penalty: 3301.505615
	Iteration 52Q: 3 clusters Score -3309267 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21593 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -3309291.000000 Penalty: 3301.505615
	Iteration 53Q: 3 clusters Score -3309291 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21707 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -3309292.750000 Penalty: 3301.505615
	Iteration 54Q: 3 clusters Score -3309293 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21800 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -3309312.250000 Penalty: 3301.505615
	Iteration 55Q: 3 clusters Score -3309312 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21879 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -3309327.250000 Penalty: 3301.505615
	Iteration 56Q: 3 clusters Score -3309327 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21959 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -3309342.000000 Penalty: 3301.505615
	Iteration 57Q: 3 clusters Score -3309342 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22059 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -3309369.750000 Penalty: 3301.505615
	Iteration 58Q: 3 clusters Score -3309370 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22164 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -3309392.750000 Penalty: 3301.505615
	Iteration 59Q: 3 clusters Score -3309393 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22272 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -3309418.750000 Penalty: 3301.505615
	Iteration 60F: 3 clusters Score -3309419 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22372 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -3309439.000000 Penalty: 3301.505615
	Iteration 61Q: 3 clusters Score -3309439 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22472 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -3309458.500000 Penalty: 3301.505615
	Iteration 62Q: 3 clusters Score -3309458 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22576 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -3309484.750000 Penalty: 3301.505615
	Iteration 63Q: 3 clusters Score -3309485 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22669 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -3309503.750000 Penalty: 3301.505615
	Iteration 64Q: 3 clusters Score -3309504 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22760 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -3309518.250000 Penalty: 3301.505615
	Iteration 65Q: 3 clusters Score -3309518 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22852 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -3309540.250000 Penalty: 3301.505615
	Iteration 66Q: 3 clusters Score -3309540 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22949 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -3309565.750000 Penalty: 3301.505615
	Iteration 67Q: 3 clusters Score -3309566 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23054 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -3309600.750000 Penalty: 3301.505615
	Iteration 68Q: 3 clusters Score -3309601 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23171 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -3309642.750000 Penalty: 3301.505615
	Iteration 69Q: 3 clusters Score -3309643 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23267 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -3309667.000000 Penalty: 3301.505615
	Iteration 70Q: 3 clusters Score -3309667 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23359 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -3309699.250000 Penalty: 3301.505615
	Iteration 71Q: 3 clusters Score -3309699 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23482 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -3309750.250000 Penalty: 3301.505615
	Iteration 72Q: 3 clusters Score -3309750 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23604 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -3309812.750000 Penalty: 3301.505615
	Iteration 73Q: 3 clusters Score -3309813 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23736 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -3309867.750000 Penalty: 3301.505615
	Iteration 74Q: 3 clusters Score -3309868 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23843 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -3309915.750000 Penalty: 3301.505615
	Iteration 75Q: 3 clusters Score -3309916 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23935 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -3309956.500000 Penalty: 3301.505615
	Iteration 76Q: 3 clusters Score -3309956 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24019 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -3309989.250000 Penalty: 3301.505615
	Iteration 77Q: 3 clusters Score -3309989 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24081 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -3310000.750000 Penalty: 3301.505615
	Iteration 78Q: 3 clusters Score -3310001 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24142 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -3310015.250000 Penalty: 3301.505615
	Iteration 79Q: 3 clusters Score -3310015 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24200 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -3310035.500000 Penalty: 3301.505615
	Iteration 80F: 3 clusters Score -3310036 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24247 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -3310047.000000 Penalty: 3301.505615
	Iteration 81Q: 3 clusters Score -3310047 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24287 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -3310066.000000 Penalty: 3301.505615
	Iteration 82Q: 3 clusters Score -3310066 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24329 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -3310078.500000 Penalty: 3301.505615
	Iteration 83Q: 3 clusters Score -3310078 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24357 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -3310095.250000 Penalty: 3301.505615
	Iteration 84Q: 3 clusters Score -3310095 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24397 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -3310116.000000 Penalty: 3301.505615
	Iteration 85Q: 3 clusters Score -3310116 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24429 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -3310113.250000 Penalty: 3301.505615
	Iteration 86Q: 3 clusters Score -3310113 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24457 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -3310126.000000 Penalty: 3301.505615
	Iteration 87Q: 3 clusters Score -3310126 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24476 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -3310124.750000 Penalty: 3301.505615
	Iteration 88Q: 3 clusters Score -3310125 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24496 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -3310132.750000 Penalty: 3301.505615
	Iteration 89Q: 3 clusters Score -3310133 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24506 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -3310134.000000 Penalty: 3301.505615
	Iteration 90Q: 3 clusters Score -3310134 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24517 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -3310137.250000 Penalty: 3301.505615
	Iteration 91Q: 3 clusters Score -3310137 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24526 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -3310141.750000 Penalty: 3301.505615
	Iteration 92Q: 3 clusters Score -3310142 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24532 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -3310143.250000 Penalty: 3301.505615
	Iteration 93Q: 3 clusters Score -3310143 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24538 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -3310141.500000 Penalty: 3301.505615
	Iteration 94Q: 3 clusters Score -3310142 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24549 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -3310144.750000 Penalty: 3301.505615
	Iteration 95Q: 3 clusters Score -3310145 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24559 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -3310146.000000 Penalty: 3301.505615
	Iteration 96Q: 3 clusters Score -3310146 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24568 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -3310146.250000 Penalty: 3301.505615
	Iteration 97Q: 3 clusters Score -3310146 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24574 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -3310147.750000 Penalty: 3301.505615
	Iteration 98Q: 3 clusters Score -3310148 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24578 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -3310150.500000 Penalty: 3301.505615
	Iteration 99Q: 3 clusters Score -3310150 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24580 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -3310148.250000 Penalty: 3301.505615
	Iteration 100F: 3 clusters Score -3310148 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24587 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -3310153.750000 Penalty: 3301.505615
	Iteration 101Q: 3 clusters Score -3310154 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24590 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -3310158.250000 Penalty: 3301.505615
	Iteration 102Q: 3 clusters Score -3310158 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24592 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -3310158.250000 Penalty: 3301.505615
	Iteration 103Q: 3 clusters Score -3310158 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24594 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -3310159.500000 Penalty: 3301.505615
	Iteration 104Q: 3 clusters Score -3310160 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24597 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -3310160.500000 Penalty: 3301.505615
	Iteration 105Q: 3 clusters Score -3310160 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24602 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -3310165.500000 Penalty: 3301.505615
	Iteration 106Q: 3 clusters Score -3310166 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24603 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -3310158.500000 Penalty: 3301.505615
	Iteration 107Q: 3 clusters Score -3310158 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24607 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -3310162.250000 Penalty: 3301.505615
	Iteration 108Q: 3 clusters Score -3310162 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24612 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -3310166.500000 Penalty: 3301.505615
	Iteration 109Q: 3 clusters Score -3310166 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24618 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -3310167.500000 Penalty: 3301.505615
	Iteration 110Q: 3 clusters Score -3310168 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24627 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -3310173.250000 Penalty: 3301.505615
	Iteration 111Q: 3 clusters Score -3310173 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24635 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -3310168.250000 Penalty: 3301.505615
	Iteration 112Q: 3 clusters Score -3310168 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24642 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -3310176.250000 Penalty: 3301.505615
	Iteration 113Q: 3 clusters Score -3310176 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24648 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -3310175.500000 Penalty: 3301.505615
	Iteration 114Q: 3 clusters Score -3310176 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24656 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -3310174.000000 Penalty: 3301.505615
	Iteration 115Q: 3 clusters Score -3310174 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24667 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -3310173.000000 Penalty: 3301.505615
	Iteration 116Q: 3 clusters Score -3310173 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24679 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -3310181.250000 Penalty: 3301.505615
	Iteration 117Q: 3 clusters Score -3310181 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24688 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -3310187.500000 Penalty: 3301.505615
	Iteration 118Q: 3 clusters Score -3310188 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24695 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -3310187.500000 Penalty: 3301.505615
	Iteration 119Q: 3 clusters Score -3310188 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24705 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -3310184.500000 Penalty: 3301.505615
	Iteration 120F: 3 clusters Score -3310184 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24713 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -3310191.500000 Penalty: 3301.505615
	Iteration 121Q: 3 clusters Score -3310192 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24720 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -3310192.750000 Penalty: 3301.505615
	Iteration 122Q: 3 clusters Score -3310193 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24726 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -3310194.750000 Penalty: 3301.505615
	Iteration 123Q: 3 clusters Score -3310195 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24736 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -3310199.500000 Penalty: 3301.505615
	Iteration 124Q: 3 clusters Score -3310200 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24742 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -3310201.500000 Penalty: 3301.505615
	Iteration 125Q: 3 clusters Score -3310202 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24749 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -3310202.000000 Penalty: 3301.505615
	Iteration 126Q: 3 clusters Score -3310202 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24758 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -3310202.500000 Penalty: 3301.505615
	Iteration 127Q: 3 clusters Score -3310202 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24763 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -3310205.500000 Penalty: 3301.505615
	Iteration 128Q: 3 clusters Score -3310206 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24768 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -3310209.250000 Penalty: 3301.505615
	Iteration 129Q: 3 clusters Score -3310209 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24774 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -3310208.750000 Penalty: 3301.505615
	Iteration 130Q: 3 clusters Score -3310209 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24781 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -3310215.500000 Penalty: 3301.505615
	Iteration 131Q: 3 clusters Score -3310216 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24786 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -3310213.250000 Penalty: 3301.505615
	Iteration 132Q: 3 clusters Score -3310213 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24789 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -3310215.000000 Penalty: 3301.505615
	Iteration 133Q: 3 clusters Score -3310215 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24789 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -3310215.000000 Penalty: 3301.505615
	Iteration 134F: 3 clusters Score -3310215 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (818 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Entering Unmasked Estep 
Score: -102970.804688 Penalty: 1089.865112
	Iteration 0F: 2 clusters Score -102970.8 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 425 members 
Entering Unmasked Estep 
Score: -101652.812500 Penalty: 2179.730225
	Iteration 0F: 3 clusters Score -101652.8 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -101833.945312 Penalty: 2179.730225
	Iteration 1F: 3 clusters Score -101833.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -101881.968750 Penalty: 2179.730225
	Iteration 2F: 3 clusters Score -101882 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -101902.750000 Penalty: 2179.730225
	Iteration 3Q: 3 clusters Score -101902.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -101919.296875 Penalty: 2179.730225
	Iteration 4Q: 3 clusters Score -101919.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -101926.273438 Penalty: 2179.730225
	Iteration 5Q: 3 clusters Score -101926.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -101929.601562 Penalty: 2179.730225
	Iteration 6Q: 3 clusters Score -101929.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -101935.015625 Penalty: 2179.730225
	Iteration 7Q: 3 clusters Score -101935 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -101938.562500 Penalty: 2179.730225
	Iteration 8Q: 3 clusters Score -101938.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -101944.046875 Penalty: 2179.730225
	Iteration 9Q: 3 clusters Score -101944 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -101947.343750 Penalty: 2179.730225
	Iteration 10Q: 3 clusters Score -101947.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -101949.726562 Penalty: 2179.730225
	Iteration 11Q: 3 clusters Score -101949.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -101952.312500 Penalty: 2179.730225
	Iteration 12Q: 3 clusters Score -101952.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -101953.835938 Penalty: 2179.730225
	Iteration 13Q: 3 clusters Score -101953.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -101954.304688 Penalty: 2179.730225
	Iteration 14Q: 3 clusters Score -101954.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -101954.304688 Penalty: 2179.730225
	Iteration 15F: 3 clusters Score -101954.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (2938 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Entering Unmasked Estep 
Score: -368316.968750 Penalty: 1297.641113
	Iteration 0F: 2 clusters Score -368317 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -365617.125000 Penalty: 2595.282227
	Iteration 0F: 3 clusters Score -365617.1 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -366299.531250 Penalty: 2595.282227
	Iteration 1F: 3 clusters Score -366299.5 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -366448.687500 Penalty: 2595.282227
	Iteration 2F: 3 clusters Score -366448.7 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -366549.250000 Penalty: 2595.282227
	Iteration 3F: 3 clusters Score -366549.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -366634.593750 Penalty: 2595.282227
	Iteration 4Q: 3 clusters Score -366634.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -366704.875000 Penalty: 2595.282227
	Iteration 5Q: 3 clusters Score -366704.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -366760.375000 Penalty: 2595.282227
	Iteration 6Q: 3 clusters Score -366760.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -366805.187500 Penalty: 2595.282227
	Iteration 7Q: 3 clusters Score -366805.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -366837.218750 Penalty: 2595.282227
	Iteration 8Q: 3 clusters Score -366837.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -366854.250000 Penalty: 2595.282227
	Iteration 9Q: 3 clusters Score -366854.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -366874.312500 Penalty: 2595.282227
	Iteration 10Q: 3 clusters Score -366874.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -366888.093750 Penalty: 2595.282227
	Iteration 11Q: 3 clusters Score -366888.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -366898.937500 Penalty: 2595.282227
	Iteration 12Q: 3 clusters Score -366898.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -366910.625000 Penalty: 2595.282227
	Iteration 13Q: 3 clusters Score -366910.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -366916.937500 Penalty: 2595.282227
	Iteration 14Q: 3 clusters Score -366916.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -366921.093750 Penalty: 2595.282227
	Iteration 15Q: 3 clusters Score -366921.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -366926.093750 Penalty: 2595.282227
	Iteration 16Q: 3 clusters Score -366926.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -366930.625000 Penalty: 2595.282227
	Iteration 17Q: 3 clusters Score -366930.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -366933.625000 Penalty: 2595.282227
	Iteration 18Q: 3 clusters Score -366933.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -366937.625000 Penalty: 2595.282227
	Iteration 19Q: 3 clusters Score -366937.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -366941.968750 Penalty: 2595.282227
	Iteration 20F: 3 clusters Score -366942 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -366944.531250 Penalty: 2595.282227
	Iteration 21Q: 3 clusters Score -366944.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -366948.718750 Penalty: 2595.282227
	Iteration 22Q: 3 clusters Score -366948.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -366953.343750 Penalty: 2595.282227
	Iteration 23Q: 3 clusters Score -366953.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -366954.812500 Penalty: 2595.282227
	Iteration 24Q: 3 clusters Score -366954.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -366956.625000 Penalty: 2595.282227
	Iteration 25Q: 3 clusters Score -366956.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -366959.343750 Penalty: 2595.282227
	Iteration 26Q: 3 clusters Score -366959.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -366964.062500 Penalty: 2595.282227
	Iteration 27Q: 3 clusters Score -366964.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -366966.437500 Penalty: 2595.282227
	Iteration 28Q: 3 clusters Score -366966.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -366970.500000 Penalty: 2595.282227
	Iteration 29Q: 3 clusters Score -366970.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -366972.750000 Penalty: 2595.282227
	Iteration 30Q: 3 clusters Score -366972.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -366978.375000 Penalty: 2595.282227
	Iteration 31Q: 3 clusters Score -366978.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -366981.500000 Penalty: 2595.282227
	Iteration 32Q: 3 clusters Score -366981.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -366983.593750 Penalty: 2595.282227
	Iteration 33Q: 3 clusters Score -366983.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -366983.875000 Penalty: 2595.282227
	Iteration 34Q: 3 clusters Score -366983.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -366984.937500 Penalty: 2595.282227
	Iteration 35Q: 3 clusters Score -366984.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -366985.687500 Penalty: 2595.282227
	Iteration 36Q: 3 clusters Score -366985.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -366986.468750 Penalty: 2595.282227
	Iteration 37Q: 3 clusters Score -366986.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -366987.812500 Penalty: 2595.282227
	Iteration 38Q: 3 clusters Score -366987.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -366989.656250 Penalty: 2595.282227
	Iteration 39Q: 3 clusters Score -366989.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -366992.156250 Penalty: 2595.282227
	Iteration 40F: 3 clusters Score -366992.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -366991.593750 Penalty: 2595.282227
	Iteration 41Q: 3 clusters Score -366991.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -366992.218750 Penalty: 2595.282227
	Iteration 42Q: 3 clusters Score -366992.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -366993.250000 Penalty: 2595.282227
	Iteration 43Q: 3 clusters Score -366993.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -366993.812500 Penalty: 2595.282227
	Iteration 44Q: 3 clusters Score -366993.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -366995.875000 Penalty: 2595.282227
	Iteration 45Q: 3 clusters Score -366995.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -366995.750000 Penalty: 2595.282227
	Iteration 46Q: 3 clusters Score -366995.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -366996.312500 Penalty: 2595.282227
	Iteration 47Q: 3 clusters Score -366996.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -366999.968750 Penalty: 2595.282227
	Iteration 48Q: 3 clusters Score -367000 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -367003.187500 Penalty: 2595.282227
	Iteration 49Q: 3 clusters Score -367003.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -367005.812500 Penalty: 2595.282227
	Iteration 50Q: 3 clusters Score -367005.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -367008.031250 Penalty: 2595.282227
	Iteration 51Q: 3 clusters Score -367008 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -367010.031250 Penalty: 2595.282227
	Iteration 52Q: 3 clusters Score -367010 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -367012.500000 Penalty: 2595.282227
	Iteration 53Q: 3 clusters Score -367012.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -367015.093750 Penalty: 2595.282227
	Iteration 54Q: 3 clusters Score -367015.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -367016.781250 Penalty: 2595.282227
	Iteration 55Q: 3 clusters Score -367016.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -367018.437500 Penalty: 2595.282227
	Iteration 56Q: 3 clusters Score -367018.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -367018.875000 Penalty: 2595.282227
	Iteration 57Q: 3 clusters Score -367018.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -367021.125000 Penalty: 2595.282227
	Iteration 58Q: 3 clusters Score -367021.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -367023.562500 Penalty: 2595.282227
	Iteration 59Q: 3 clusters Score -367023.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -367025.531250 Penalty: 2595.282227
	Iteration 60F: 3 clusters Score -367025.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -367028.781250 Penalty: 2595.282227
	Iteration 61Q: 3 clusters Score -367028.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -367030.468750 Penalty: 2595.282227
	Iteration 62Q: 3 clusters Score -367030.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -367032.687500 Penalty: 2595.282227
	Iteration 63Q: 3 clusters Score -367032.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -367032.875000 Penalty: 2595.282227
	Iteration 64Q: 3 clusters Score -367032.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -367035.125000 Penalty: 2595.282227
	Iteration 65Q: 3 clusters Score -367035.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -367036.656250 Penalty: 2595.282227
	Iteration 66Q: 3 clusters Score -367036.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -367036.875000 Penalty: 2595.282227
	Iteration 67Q: 3 clusters Score -367036.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -367036.875000 Penalty: 2595.282227
	Iteration 68Q: 3 clusters Score -367036.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -367036.875000 Penalty: 2595.282227
	Iteration 69F: 3 clusters Score -367036.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (22303 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22303 members 
Entering Unmasked Estep 
Score: -2842259.750000 Penalty: 1627.027466
	Iteration 0F: 2 clusters Score -2842260 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11131 members 
Mstep: Class 2 contains 11172 members 
Entering Unmasked Estep 
Score: -2827021.250000 Penalty: 3254.054932
	Iteration 0F: 3 clusters Score -2827021 nChanged 10152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11061 members 
Mstep: Class 2 contains 11242 members 
Entering Unmasked Estep 
Score: -2832605.000000 Penalty: 3254.054932
	Iteration 1F: 3 clusters Score -2832605 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10921 members 
Mstep: Class 2 contains 11382 members 
Entering Unmasked Estep 
Score: -2832913.500000 Penalty: 3254.054932
	Iteration 2Q: 3 clusters Score -2832914 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10695 members 
Mstep: Class 2 contains 11608 members 
Entering Unmasked Estep 
Score: -2833171.500000 Penalty: 3254.054932
	Iteration 3Q: 3 clusters Score -2833172 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10418 members 
Mstep: Class 2 contains 11885 members 
Entering Unmasked Estep 
Score: -2833451.500000 Penalty: 3254.054932
	Iteration 4Q: 3 clusters Score -2833452 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10025 members 
Mstep: Class 2 contains 12278 members 
Entering Unmasked Estep 
Score: -2833743.250000 Penalty: 3254.054932
	Iteration 5Q: 3 clusters Score -2833743 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9514 members 
Mstep: Class 2 contains 12789 members 
Entering Unmasked Estep 
Score: -2834093.750000 Penalty: 3254.054932
	Iteration 6Q: 3 clusters Score -2834094 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8827 members 
Mstep: Class 2 contains 13476 members 
Entering Unmasked Estep 
Score: -2834565.250000 Penalty: 3254.054932
	Iteration 7Q: 3 clusters Score -2834565 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7885 members 
Mstep: Class 2 contains 14418 members 
Entering Unmasked Estep 
Score: -2835266.250000 Penalty: 3254.054932
	Iteration 8F: 3 clusters Score -2835266 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6714 members 
Mstep: Class 2 contains 15589 members 
Entering Unmasked Estep 
Score: -2836255.750000 Penalty: 3254.054932
	Iteration 9F: 3 clusters Score -2836256 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 16897 members 
Entering Unmasked Estep 
Score: -2837418.750000 Penalty: 3254.054932
	Iteration 10F: 3 clusters Score -2837419 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 18084 members 
Entering Unmasked Estep 
Score: -2838553.750000 Penalty: 3254.054932
	Iteration 11F: 3 clusters Score -2838554 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 18981 members 
Entering Unmasked Estep 
Score: -2839493.000000 Penalty: 3254.054932
	Iteration 12Q: 3 clusters Score -2839493 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 19517 members 
Entering Unmasked Estep 
Score: -2840175.500000 Penalty: 3254.054932
	Iteration 13Q: 3 clusters Score -2840176 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 19845 members 
Entering Unmasked Estep 
Score: -2840589.750000 Penalty: 3254.054932
	Iteration 14Q: 3 clusters Score -2840590 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 20006 members 
Entering Unmasked Estep 
Score: -2840770.500000 Penalty: 3254.054932
	Iteration 15Q: 3 clusters Score -2840770 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 20096 members 
Entering Unmasked Estep 
Score: -2840848.250000 Penalty: 3254.054932
	Iteration 16Q: 3 clusters Score -2840848 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 20159 members 
Entering Unmasked Estep 
Score: -2840892.750000 Penalty: 3254.054932
	Iteration 17Q: 3 clusters Score -2840893 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 20197 members 
Entering Unmasked Estep 
Score: -2840911.500000 Penalty: 3254.054932
	Iteration 18Q: 3 clusters Score -2840912 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 20241 members 
Entering Unmasked Estep 
Score: -2840935.500000 Penalty: 3254.054932
	Iteration 19Q: 3 clusters Score -2840936 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 20289 members 
Entering Unmasked Estep 
Score: -2840954.750000 Penalty: 3254.054932
	Iteration 20F: 3 clusters Score -2840955 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 20317 members 
Entering Unmasked Estep 
Score: -2840966.250000 Penalty: 3254.054932
	Iteration 21Q: 3 clusters Score -2840966 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 20351 members 
Entering Unmasked Estep 
Score: -2840982.500000 Penalty: 3254.054932
	Iteration 22Q: 3 clusters Score -2840982 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 20381 members 
Entering Unmasked Estep 
Score: -2840992.750000 Penalty: 3254.054932
	Iteration 23Q: 3 clusters Score -2840993 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 20401 members 
Entering Unmasked Estep 
Score: -2840997.750000 Penalty: 3254.054932
	Iteration 24Q: 3 clusters Score -2840998 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 20421 members 
Entering Unmasked Estep 
Score: -2841005.750000 Penalty: 3254.054932
	Iteration 25Q: 3 clusters Score -2841006 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 20437 members 
Entering Unmasked Estep 
Score: -2841001.000000 Penalty: 3254.054932
	Iteration 26Q: 3 clusters Score -2841001 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 20449 members 
Entering Unmasked Estep 
Score: -2841002.750000 Penalty: 3254.054932
	Iteration 27Q: 3 clusters Score -2841003 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 20464 members 
Entering Unmasked Estep 
Score: -2841007.500000 Penalty: 3254.054932
	Iteration 28Q: 3 clusters Score -2841008 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 20479 members 
Entering Unmasked Estep 
Score: -2841008.250000 Penalty: 3254.054932
	Iteration 29Q: 3 clusters Score -2841008 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 20495 members 
Entering Unmasked Estep 
Score: -2841010.500000 Penalty: 3254.054932
	Iteration 30Q: 3 clusters Score -2841010 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 20506 members 
Entering Unmasked Estep 
Score: -2841013.000000 Penalty: 3254.054932
	Iteration 31Q: 3 clusters Score -2841013 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 20513 members 
Entering Unmasked Estep 
Score: -2841019.250000 Penalty: 3254.054932
	Iteration 32Q: 3 clusters Score -2841019 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 20519 members 
Entering Unmasked Estep 
Score: -2841019.500000 Penalty: 3254.054932
	Iteration 33Q: 3 clusters Score -2841020 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 20525 members 
Entering Unmasked Estep 
Score: -2841014.500000 Penalty: 3254.054932
	Iteration 34Q: 3 clusters Score -2841014 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 20532 members 
Entering Unmasked Estep 
Score: -2841016.750000 Penalty: 3254.054932
	Iteration 35Q: 3 clusters Score -2841017 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 20539 members 
Entering Unmasked Estep 
Score: -2841019.250000 Penalty: 3254.054932
	Iteration 36Q: 3 clusters Score -2841019 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 20544 members 
Entering Unmasked Estep 
Score: -2841019.750000 Penalty: 3254.054932
	Iteration 37Q: 3 clusters Score -2841020 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 20548 members 
Entering Unmasked Estep 
Score: -2841016.500000 Penalty: 3254.054932
	Iteration 38Q: 3 clusters Score -2841016 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 20549 members 
Entering Unmasked Estep 
Score: -2841018.500000 Penalty: 3254.054932
	Iteration 39Q: 3 clusters Score -2841018 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 20550 members 
Entering Unmasked Estep 
Score: -2841022.500000 Penalty: 3254.054932
	Iteration 40F: 3 clusters Score -2841022 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 20551 members 
Entering Unmasked Estep 
Score: -2841019.750000 Penalty: 3254.054932
	Iteration 41Q: 3 clusters Score -2841020 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 20551 members 
Entering Unmasked Estep 
Score: -2841019.750000 Penalty: 3254.054932
	Iteration 42F: 3 clusters Score -2841020 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 47321 members 
Mstep: Class 2 contains 5147 members 
Mstep: Class 3 contains 2101 members 
Mstep: Class 4 contains 3287 members 
Mstep: Class 5 contains 14489 members 
Mstep: Class 6 contains 1160 members 
Mstep: Class 7 contains 477 members 
Mstep: Class 8 contains 8639 members 
Mstep: Class 9 contains 25398 members 
Mstep: Class 10 contains 33196 members 
Mstep: Class 11 contains 2157 members 
Mstep: Class 12 contains 73387 members 
Mstep: Class 13 contains 18245 members 
Mstep: Class 14 contains 146813 members 
Mstep: Class 15 contains 2502 members 
Mstep: Class 16 contains 17719 members 
Mstep: Class 17 contains 9533 members 
Mstep: Class 18 contains 21305 members 
Mstep: Class 19 contains 35464 members 
Mstep: Class 20 contains 6311 members 
Mstep: Class 21 contains 11808 members 
Mstep: Class 22 contains 3073 members 
Mstep: Class 23 contains 21781 members 
Mstep: Class 24 contains 39484 members 
Mstep: Class 25 contains 7906 members 
Mstep: Class 26 contains 3964 members 
Mstep: Class 27 contains 2326 members 
Mstep: Class 28 contains 23827 members 
Mstep: Class 29 contains 408 members 
Mstep: Class 30 contains 3867 members 
Mstep: Class 31 contains 12569 members 
Mstep: Class 32 contains 13849 members 
Mstep: Class 33 contains 8138 members 
Mstep: Class 34 contains 13793 members 
Mstep: Class 35 contains 2397 members 
Mstep: Class 36 contains 11709 members 
Mstep: Class 37 contains 3858 members 
Mstep: Class 38 contains 10554 members 
Mstep: Class 39 contains 38363 members 
Mstep: Class 40 contains 18739 members 
Mstep: Class 41 contains 1396 members 
Mstep: Class 42 contains 24593 members 
Mstep: Class 43 contains 4321 members 
Mstep: Class 44 contains 3282 members 
Mstep: Class 45 contains 4549 members 
Mstep: Class 46 contains 3508 members 
Mstep: Class 47 contains 25809 members 
Mstep: Class 48 contains 818 members 
Mstep: Class 49 contains 2938 members 
Mstep: Class 50 contains 22303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100307192.000000 Penalty: 110644.859375
Iteration 159Q: 51 clusters Score -1.003072e+08 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 47329 members 
Mstep: Class 2 contains 5137 members 
Mstep: Class 3 contains 2101 members 
Mstep: Class 4 contains 3287 members 
Mstep: Class 5 contains 14486 members 
Mstep: Class 6 contains 1178 members 
Mstep: Class 7 contains 477 members 
Mstep: Class 8 contains 8672 members 
Mstep: Class 9 contains 25400 members 
Mstep: Class 10 contains 33191 members 
Mstep: Class 11 contains 2157 members 
Mstep: Class 12 contains 73375 members 
Mstep: Class 13 contains 18242 members 
Mstep: Class 14 contains 146811 members 
Mstep: Class 15 contains 2500 members 
Mstep: Class 16 contains 17729 members 
Mstep: Class 17 contains 9536 members 
Mstep: Class 18 contains 21287 members 
Mstep: Class 19 contains 35447 members 
Mstep: Class 20 contains 6302 members 
Mstep: Class 21 contains 11837 members 
Mstep: Class 22 contains 3071 members 
Mstep: Class 23 contains 21781 members 
Mstep: Class 24 contains 39472 members 
Mstep: Class 25 contains 7906 members 
Mstep: Class 26 contains 3959 members 
Mstep: Class 27 contains 2330 members 
Mstep: Class 28 contains 23829 members 
Mstep: Class 29 contains 408 members 
Mstep: Class 30 contains 3864 members 
Mstep: Class 31 contains 12570 members 
Mstep: Class 32 contains 13844 members 
Mstep: Class 33 contains 8141 members 
Mstep: Class 34 contains 13792 members 
Mstep: Class 35 contains 2396 members 
Mstep: Class 36 contains 11710 members 
Mstep: Class 37 contains 3868 members 
Mstep: Class 38 contains 10538 members 
Mstep: Class 39 contains 38348 members 
Mstep: Class 40 contains 18700 members 
Mstep: Class 41 contains 1396 members 
Mstep: Class 42 contains 24599 members 
Mstep: Class 43 contains 4320 members 
Mstep: Class 44 contains 3283 members 
Mstep: Class 45 contains 4547 members 
Mstep: Class 46 contains 3532 members 
Mstep: Class 47 contains 25809 members 
Mstep: Class 48 contains 818 members 
Mstep: Class 49 contains 2967 members 
Mstep: Class 50 contains 22302 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100307088.000000 Penalty: 110644.859375
Iteration 160F: 51 clusters Score -1.003071e+08 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 47332 members 
Mstep: Class 2 contains 5132 members 
Mstep: Class 3 contains 2100 members 
Mstep: Class 4 contains 3287 members 
Mstep: Class 5 contains 14484 members 
Mstep: Class 6 contains 1191 members 
Mstep: Class 7 contains 477 members 
Mstep: Class 8 contains 8713 members 
Mstep: Class 9 contains 25397 members 
Mstep: Class 10 contains 33192 members 
Mstep: Class 11 contains 2157 members 
Mstep: Class 12 contains 73359 members 
Mstep: Class 13 contains 18241 members 
Mstep: Class 14 contains 146811 members 
Mstep: Class 15 contains 2500 members 
Mstep: Class 16 contains 17734 members 
Mstep: Class 17 contains 9543 members 
Mstep: Class 18 contains 21285 members 
Mstep: Class 19 contains 35416 members 
Mstep: Class 20 contains 6292 members 
Mstep: Class 21 contains 11856 members 
Mstep: Class 22 contains 3067 members 
Mstep: Class 23 contains 21784 members 
Mstep: Class 24 contains 39470 members 
Mstep: Class 25 contains 7908 members 
Mstep: Class 26 contains 3951 members 
Mstep: Class 27 contains 2329 members 
Mstep: Class 28 contains 23816 members 
Mstep: Class 29 contains 408 members 
Mstep: Class 30 contains 3861 members 
Mstep: Class 31 contains 12570 members 
Mstep: Class 32 contains 13837 members 
Mstep: Class 33 contains 8141 members 
Mstep: Class 34 contains 13791 members 
Mstep: Class 35 contains 2400 members 
Mstep: Class 36 contains 11712 members 
Mstep: Class 37 contains 3873 members 
Mstep: Class 38 contains 10520 members 
Mstep: Class 39 contains 38338 members 
Mstep: Class 40 contains 18676 members 
Mstep: Class 41 contains 1396 members 
Mstep: Class 42 contains 24603 members 
Mstep: Class 43 contains 4320 members 
Mstep: Class 44 contains 3284 members 
Mstep: Class 45 contains 4548 members 
Mstep: Class 46 contains 3556 members 
Mstep: Class 47 contains 25808 members 
Mstep: Class 48 contains 818 members 
Mstep: Class 49 contains 2994 members 
Mstep: Class 50 contains 22303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100307136.000000 Penalty: 110644.859375
Iteration 161Q: 51 clusters Score -1.003071e+08 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 47341 members 
Mstep: Class 2 contains 5124 members 
Mstep: Class 3 contains 2099 members 
Mstep: Class 4 contains 3286 members 
Mstep: Class 5 contains 14485 members 
Mstep: Class 6 contains 1203 members 
Mstep: Class 7 contains 477 members 
Mstep: Class 8 contains 8761 members 
Mstep: Class 9 contains 25397 members 
Mstep: Class 10 contains 33199 members 
Mstep: Class 11 contains 2155 members 
Mstep: Class 12 contains 73354 members 
Mstep: Class 13 contains 18238 members 
Mstep: Class 14 contains 146805 members 
Mstep: Class 15 contains 2499 members 
Mstep: Class 16 contains 17740 members 
Mstep: Class 17 contains 9550 members 
Mstep: Class 18 contains 21299 members 
Mstep: Class 19 contains 35384 members 
Mstep: Class 20 contains 6281 members 
Mstep: Class 21 contains 11875 members 
Mstep: Class 22 contains 3065 members 
Mstep: Class 23 contains 21785 members 
Mstep: Class 24 contains 39464 members 
Mstep: Class 25 contains 7908 members 
Mstep: Class 26 contains 3949 members 
Mstep: Class 27 contains 2327 members 
Mstep: Class 28 contains 23817 members 
Mstep: Class 29 contains 408 members 
Mstep: Class 30 contains 3857 members 
Mstep: Class 31 contains 12570 members 
Mstep: Class 32 contains 13833 members 
Mstep: Class 33 contains 8143 members 
Mstep: Class 34 contains 13789 members 
Mstep: Class 35 contains 2398 members 
Mstep: Class 36 contains 11708 members 
Mstep: Class 37 contains 3878 members 
Mstep: Class 38 contains 10495 members 
Mstep: Class 39 contains 38327 members 
Mstep: Class 40 contains 18639 members 
Mstep: Class 41 contains 1396 members 
Mstep: Class 42 contains 24602 members 
Mstep: Class 43 contains 4320 members 
Mstep: Class 44 contains 3283 members 
Mstep: Class 45 contains 4548 members 
Mstep: Class 46 contains 3575 members 
Mstep: Class 47 contains 25809 members 
Mstep: Class 48 contains 818 members 
Mstep: Class 49 contains 3014 members 
Mstep: Class 50 contains 22304 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100306936.000000 Penalty: 110644.859375
Iteration 162Q: 51 clusters Score -1.003069e+08 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 47349 members 
Mstep: Class 2 contains 5124 members 
Mstep: Class 3 contains 2099 members 
Mstep: Class 4 contains 3285 members 
Mstep: Class 5 contains 14484 members 
Mstep: Class 6 contains 1215 members 
Mstep: Class 7 contains 477 members 
Mstep: Class 8 contains 8813 members 
Mstep: Class 9 contains 25398 members 
Mstep: Class 10 contains 33208 members 
Mstep: Class 11 contains 2153 members 
Mstep: Class 12 contains 73343 members 
Mstep: Class 13 contains 18237 members 
Mstep: Class 14 contains 146800 members 
Mstep: Class 15 contains 2498 members 
Mstep: Class 16 contains 17742 members 
Mstep: Class 17 contains 9554 members 
Mstep: Class 18 contains 21295 members 
Mstep: Class 19 contains 35350 members 
Mstep: Class 20 contains 6270 members 
Mstep: Class 21 contains 11881 members 
Mstep: Class 22 contains 3063 members 
Mstep: Class 23 contains 21786 members 
Mstep: Class 24 contains 39448 members 
Mstep: Class 25 contains 7909 members 
Mstep: Class 26 contains 3944 members 
Mstep: Class 27 contains 2328 members 
Mstep: Class 28 contains 23823 members 
Mstep: Class 29 contains 408 members 
Mstep: Class 30 contains 3856 members 
Mstep: Class 31 contains 12570 members 
Mstep: Class 32 contains 13829 members 
Mstep: Class 33 contains 8143 members 
Mstep: Class 34 contains 13789 members 
Mstep: Class 35 contains 2398 members 
Mstep: Class 36 contains 11709 members 
Mstep: Class 37 contains 3883 members 
Mstep: Class 38 contains 10473 members 
Mstep: Class 39 contains 38324 members 
Mstep: Class 40 contains 18615 members 
Mstep: Class 41 contains 1396 members 
Mstep: Class 42 contains 24596 members 
Mstep: Class 43 contains 4318 members 
Mstep: Class 44 contains 3283 members 
Mstep: Class 45 contains 4550 members 
Mstep: Class 46 contains 3595 members 
Mstep: Class 47 contains 25815 members 
Mstep: Class 48 contains 818 members 
Mstep: Class 49 contains 3032 members 
Mstep: Class 50 contains 22305 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100307112.000000 Penalty: 110644.859375
Iteration 163Q: 51 clusters Score -1.003071e+08 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 47354 members 
Mstep: Class 2 contains 5118 members 
Mstep: Class 3 contains 2099 members 
Mstep: Class 4 contains 3286 members 
Mstep: Class 5 contains 14486 members 
Mstep: Class 6 contains 1217 members 
Mstep: Class 7 contains 477 members 
Mstep: Class 8 contains 8865 members 
Mstep: Class 9 contains 25396 members 
Mstep: Class 10 contains 33213 members 
Mstep: Class 11 contains 2152 members 
Mstep: Class 12 contains 73335 members 
Mstep: Class 13 contains 18236 members 
Mstep: Class 14 contains 146800 members 
Mstep: Class 15 contains 2498 members 
Mstep: Class 16 contains 17749 members 
Mstep: Class 17 contains 9555 members 
Mstep: Class 18 contains 21280 members 
Mstep: Class 19 contains 35325 members 
Mstep: Class 20 contains 6261 members 
Mstep: Class 21 contains 11888 members 
Mstep: Class 22 contains 3068 members 
Mstep: Class 23 contains 21786 members 
Mstep: Class 24 contains 39435 members 
Mstep: Class 25 contains 7910 members 
Mstep: Class 26 contains 3938 members 
Mstep: Class 27 contains 2331 members 
Mstep: Class 28 contains 23822 members 
Mstep: Class 29 contains 408 members 
Mstep: Class 30 contains 3854 members 
Mstep: Class 31 contains 12570 members 
Mstep: Class 32 contains 13827 members 
Mstep: Class 33 contains 8145 members 
Mstep: Class 34 contains 13788 members 
Mstep: Class 35 contains 2398 members 
Mstep: Class 36 contains 11706 members 
Mstep: Class 37 contains 3886 members 
Mstep: Class 38 contains 10450 members 
Mstep: Class 39 contains 38324 members 
Mstep: Class 40 contains 18601 members 
Mstep: Class 41 contains 1396 members 
Mstep: Class 42 contains 24596 members 
Mstep: Class 43 contains 4318 members 
Mstep: Class 44 contains 3283 members 
Mstep: Class 45 contains 4549 members 
Mstep: Class 46 contains 3621 members 
Mstep: Class 47 contains 25816 members 
Mstep: Class 48 contains 818 members 
Mstep: Class 49 contains 3044 members 
Mstep: Class 50 contains 22303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100307072.000000 Penalty: 110644.859375
Iteration 164Q: 51 clusters Score -1.003071e+08 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 47369 members 
Mstep: Class 2 contains 5107 members 
Mstep: Class 3 contains 2099 members 
Mstep: Class 4 contains 3287 members 
Mstep: Class 5 contains 14488 members 
Mstep: Class 6 contains 1217 members 
Mstep: Class 7 contains 477 members 
Mstep: Class 8 contains 8911 members 
Mstep: Class 9 contains 25399 members 
Mstep: Class 10 contains 33212 members 
Mstep: Class 11 contains 2151 members 
Mstep: Class 12 contains 73321 members 
Mstep: Class 13 contains 18234 members 
Mstep: Class 14 contains 146800 members 
Mstep: Class 15 contains 2498 members 
Mstep: Class 16 contains 17753 members 
Mstep: Class 17 contains 9556 members 
Mstep: Class 18 contains 21280 members 
Mstep: Class 19 contains 35309 members 
Mstep: Class 20 contains 6239 members 
Mstep: Class 21 contains 11890 members 
Mstep: Class 22 contains 3067 members 
Mstep: Class 23 contains 21785 members 
Mstep: Class 24 contains 39430 members 
Mstep: Class 25 contains 7910 members 
Mstep: Class 26 contains 3933 members 
Mstep: Class 27 contains 2331 members 
Mstep: Class 28 contains 23827 members 
Mstep: Class 29 contains 408 members 
Mstep: Class 30 contains 3850 members 
Mstep: Class 31 contains 12570 members 
Mstep: Class 32 contains 13825 members 
Mstep: Class 33 contains 8146 members 
Mstep: Class 34 contains 13788 members 
Mstep: Class 35 contains 2399 members 
Mstep: Class 36 contains 11704 members 
Mstep: Class 37 contains 3886 members 
Mstep: Class 38 contains 10438 members 
Mstep: Class 39 contains 38315 members 
Mstep: Class 40 contains 18593 members 
Mstep: Class 41 contains 1396 members 
Mstep: Class 42 contains 24601 members 
Mstep: Class 43 contains 4319 members 
Mstep: Class 44 contains 3283 members 
Mstep: Class 45 contains 4550 members 
Mstep: Class 46 contains 3640 members 
Mstep: Class 47 contains 25815 members 
Mstep: Class 48 contains 818 members 
Mstep: Class 49 contains 3053 members 
Mstep: Class 50 contains 22304 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100307088.000000 Penalty: 110644.859375
Iteration 165Q: 51 clusters Score -1.003071e+08 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 47384 members 
Mstep: Class 2 contains 5105 members 
Mstep: Class 3 contains 2099 members 
Mstep: Class 4 contains 3287 members 
Mstep: Class 5 contains 14486 members 
Mstep: Class 6 contains 1219 members 
Mstep: Class 7 contains 477 members 
Mstep: Class 8 contains 8939 members 
Mstep: Class 9 contains 25405 members 
Mstep: Class 10 contains 33211 members 
Mstep: Class 11 contains 2151 members 
Mstep: Class 12 contains 73302 members 
Mstep: Class 13 contains 18228 members 
Mstep: Class 14 contains 146800 members 
Mstep: Class 15 contains 2497 members 
Mstep: Class 16 contains 17761 members 
Mstep: Class 17 contains 9552 members 
Mstep: Class 18 contains 21257 members 
Mstep: Class 19 contains 35292 members 
Mstep: Class 20 contains 6219 members 
Mstep: Class 21 contains 11900 members 
Mstep: Class 22 contains 3068 members 
Mstep: Class 23 contains 21794 members 
Mstep: Class 24 contains 39424 members 
Mstep: Class 25 contains 7911 members 
Mstep: Class 26 contains 3933 members 
Mstep: Class 27 contains 2332 members 
Mstep: Class 28 contains 23827 members 
Mstep: Class 29 contains 408 members 
Mstep: Class 30 contains 3850 members 
Mstep: Class 31 contains 12571 members 
Mstep: Class 32 contains 13819 members 
Mstep: Class 33 contains 8146 members 
Mstep: Class 34 contains 13789 members 
Mstep: Class 35 contains 2399 members 
Mstep: Class 36 contains 11704 members 
Mstep: Class 37 contains 3890 members 
Mstep: Class 38 contains 10428 members 
Mstep: Class 39 contains 38320 members 
Mstep: Class 40 contains 18584 members 
Mstep: Class 41 contains 1396 members 
Mstep: Class 42 contains 24608 members 
Mstep: Class 43 contains 4319 members 
Mstep: Class 44 contains 3283 members 
Mstep: Class 45 contains 4549 members 
Mstep: Class 46 contains 3666 members 
Mstep: Class 47 contains 25815 members 
Mstep: Class 48 contains 818 members 
Mstep: Class 49 contains 3058 members 
Mstep: Class 50 contains 22301 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100307144.000000 Penalty: 110644.859375
Iteration 166Q: 51 clusters Score -1.003071e+08 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 47405 members 
Mstep: Class 2 contains 5107 members 
Mstep: Class 3 contains 2098 members 
Mstep: Class 4 contains 3287 members 
Mstep: Class 5 contains 14486 members 
Mstep: Class 6 contains 1224 members 
Mstep: Class 7 contains 477 members 
Mstep: Class 8 contains 8970 members 
Mstep: Class 9 contains 25403 members 
Mstep: Class 10 contains 33205 members 
Mstep: Class 11 contains 2151 members 
Mstep: Class 12 contains 73290 members 
Mstep: Class 13 contains 18226 members 
Mstep: Class 14 contains 146799 members 
Mstep: Class 15 contains 2495 members 
Mstep: Class 16 contains 17770 members 
Mstep: Class 17 contains 9550 members 
Mstep: Class 18 contains 21249 members 
Mstep: Class 19 contains 35272 members 
Mstep: Class 20 contains 6195 members 
Mstep: Class 21 contains 11894 members 
Mstep: Class 22 contains 3068 members 
Mstep: Class 23 contains 21797 members 
Mstep: Class 24 contains 39420 members 
Mstep: Class 25 contains 7911 members 
Mstep: Class 26 contains 3934 members 
Mstep: Class 27 contains 2331 members 
Mstep: Class 28 contains 23829 members 
Mstep: Class 29 contains 408 members 
Mstep: Class 30 contains 3847 members 
Mstep: Class 31 contains 12571 members 
Mstep: Class 32 contains 13815 members 
Mstep: Class 33 contains 8146 members 
Mstep: Class 34 contains 13789 members 
Mstep: Class 35 contains 2397 members 
Mstep: Class 36 contains 11707 members 
Mstep: Class 37 contains 3894 members 
Mstep: Class 38 contains 10417 members 
Mstep: Class 39 contains 38327 members 
Mstep: Class 40 contains 18570 members 
Mstep: Class 41 contains 1396 members 
Mstep: Class 42 contains 24610 members 
Mstep: Class 43 contains 4321 members 
Mstep: Class 44 contains 3284 members 
Mstep: Class 45 contains 4548 members 
Mstep: Class 46 contains 3690 members 
Mstep: Class 47 contains 25817 members 
Mstep: Class 48 contains 818 members 
Mstep: Class 49 contains 3064 members 
Mstep: Class 50 contains 22302 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100307256.000000 Penalty: 110644.859375
Iteration 167Q: 51 clusters Score -1.003073e+08 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 47414 members 
Mstep: Class 2 contains 5104 members 
Mstep: Class 3 contains 2098 members 
Mstep: Class 4 contains 3287 members 
Mstep: Class 5 contains 14487 members 
Mstep: Class 6 contains 1223 members 
Mstep: Class 7 contains 477 members 
Mstep: Class 8 contains 9005 members 
Mstep: Class 9 contains 25401 members 
Mstep: Class 10 contains 33200 members 
Mstep: Class 11 contains 2151 members 
Mstep: Class 12 contains 73288 members 
Mstep: Class 13 contains 18224 members 
Mstep: Class 14 contains 146799 members 
Mstep: Class 15 contains 2494 members 
Mstep: Class 16 contains 17780 members 
Mstep: Class 17 contains 9548 members 
Mstep: Class 18 contains 21236 members 
Mstep: Class 19 contains 35249 members 
Mstep: Class 20 contains 6177 members 
Mstep: Class 21 contains 11888 members 
Mstep: Class 22 contains 3066 members 
Mstep: Class 23 contains 21798 members 
Mstep: Class 24 contains 39420 members 
Mstep: Class 25 contains 7912 members 
Mstep: Class 26 contains 3938 members 
Mstep: Class 27 contains 2332 members 
Mstep: Class 28 contains 23828 members 
Mstep: Class 29 contains 408 members 
Mstep: Class 30 contains 3845 members 
Mstep: Class 31 contains 12570 members 
Mstep: Class 32 contains 13804 members 
Mstep: Class 33 contains 8148 members 
Mstep: Class 34 contains 13789 members 
Mstep: Class 35 contains 2396 members 
Mstep: Class 36 contains 11708 members 
Mstep: Class 37 contains 3887 members 
Mstep: Class 38 contains 10418 members 
Mstep: Class 39 contains 38331 members 
Mstep: Class 40 contains 18554 members 
Mstep: Class 41 contains 1396 members 
Mstep: Class 42 contains 24623 members 
Mstep: Class 43 contains 4321 members 
Mstep: Class 44 contains 3283 members 
Mstep: Class 45 contains 4548 members 
Mstep: Class 46 contains 3723 members 
Mstep: Class 47 contains 25817 members 
Mstep: Class 48 contains 818 members 
Mstep: Class 49 contains 3068 members 
Mstep: Class 50 contains 22302 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100307200.000000 Penalty: 110644.859375
Iteration 168Q: 51 clusters Score -1.003072e+08 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 47421 members 
Mstep: Class 2 contains 5098 members 
Mstep: Class 3 contains 2098 members 
Mstep: Class 4 contains 3288 members 
Mstep: Class 5 contains 14490 members 
Mstep: Class 6 contains 1224 members 
Mstep: Class 7 contains 477 members 
Mstep: Class 8 contains 9033 members 
Mstep: Class 9 contains 25406 members 
Mstep: Class 10 contains 33198 members 
Mstep: Class 11 contains 2150 members 
Mstep: Class 12 contains 73287 members 
Mstep: Class 13 contains 18220 members 
Mstep: Class 14 contains 146796 members 
Mstep: Class 15 contains 2494 members 
Mstep: Class 16 contains 17790 members 
Mstep: Class 17 contains 9550 members 
Mstep: Class 18 contains 21217 members 
Mstep: Class 19 contains 35234 members 
Mstep: Class 20 contains 6158 members 
Mstep: Class 21 contains 11896 members 
Mstep: Class 22 contains 3063 members 
Mstep: Class 23 contains 21799 members 
Mstep: Class 24 contains 39425 members 
Mstep: Class 25 contains 7912 members 
Mstep: Class 26 contains 3935 members 
Mstep: Class 27 contains 2332 members 
Mstep: Class 28 contains 23828 members 
Mstep: Class 29 contains 408 members 
Mstep: Class 30 contains 3844 members 
Mstep: Class 31 contains 12570 members 
Mstep: Class 32 contains 13795 members 
Mstep: Class 33 contains 8149 members 
Mstep: Class 34 contains 13789 members 
Mstep: Class 35 contains 2396 members 
Mstep: Class 36 contains 11709 members 
Mstep: Class 37 contains 3883 members 
Mstep: Class 38 contains 10409 members 
Mstep: Class 39 contains 38331 members 
Mstep: Class 40 contains 18541 members 
Mstep: Class 41 contains 1396 members 
Mstep: Class 42 contains 24630 members 
Mstep: Class 43 contains 4320 members 
Mstep: Class 44 contains 3283 members 
Mstep: Class 45 contains 4548 members 
Mstep: Class 46 contains 3752 members 
Mstep: Class 47 contains 25815 members 
Mstep: Class 48 contains 818 members 
Mstep: Class 49 contains 3075 members 
Mstep: Class 50 contains 22301 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100307200.000000 Penalty: 110644.859375
Iteration 169Q: 51 clusters Score -1.003072e+08 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 47441 members 
Mstep: Class 2 contains 5100 members 
Mstep: Class 3 contains 2098 members 
Mstep: Class 4 contains 3289 members 
Mstep: Class 5 contains 14490 members 
Mstep: Class 6 contains 1228 members 
Mstep: Class 7 contains 477 members 
Mstep: Class 8 contains 9052 members 
Mstep: Class 9 contains 25410 members 
Mstep: Class 10 contains 33194 members 
Mstep: Class 11 contains 2151 members 
Mstep: Class 12 contains 73280 members 
Mstep: Class 13 contains 18219 members 
Mstep: Class 14 contains 146794 members 
Mstep: Class 15 contains 2494 members 
Mstep: Class 16 contains 17803 members 
Mstep: Class 17 contains 9552 members 
Mstep: Class 18 contains 21189 members 
Mstep: Class 19 contains 35228 members 
Mstep: Class 20 contains 6139 members 
Mstep: Class 21 contains 11895 members 
Mstep: Class 22 contains 3061 members 
Mstep: Class 23 contains 21798 members 
Mstep: Class 24 contains 39421 members 
Mstep: Class 25 contains 7912 members 
Mstep: Class 26 contains 3927 members 
Mstep: Class 27 contains 2333 members 
Mstep: Class 28 contains 23826 members 
Mstep: Class 29 contains 408 members 
Mstep: Class 30 contains 3844 members 
Mstep: Class 31 contains 12570 members 
Mstep: Class 32 contains 13789 members 
Mstep: Class 33 contains 8148 members 
Mstep: Class 34 contains 13790 members 
Mstep: Class 35 contains 2396 members 
Mstep: Class 36 contains 11708 members 
Mstep: Class 37 contains 3875 members 
Mstep: Class 38 contains 10399 members 
Mstep: Class 39 contains 38328 members 
Mstep: Class 40 contains 18539 members 
Mstep: Class 41 contains 1396 members 
Mstep: Class 42 contains 24631 members 
Mstep: Class 43 contains 4319 members 
Mstep: Class 44 contains 3283 members 
Mstep: Class 45 contains 4549 members 
Mstep: Class 46 contains 3792 members 
Mstep: Class 47 contains 25815 members 
Mstep: Class 48 contains 818 members 
Mstep: Class 49 contains 3081 members 
Mstep: Class 50 contains 22302 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100307168.000000 Penalty: 110644.859375
Iteration 170Q: 51 clusters Score -1.003072e+08 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 47453 members 
Mstep: Class 2 contains 5096 members 
Mstep: Class 3 contains 2098 members 
Mstep: Class 4 contains 3289 members 
Mstep: Class 5 contains 14489 members 
Mstep: Class 6 contains 1229 members 
Mstep: Class 7 contains 477 members 
Mstep: Class 8 contains 9085 members 
Mstep: Class 9 contains 25408 members 
Mstep: Class 10 contains 33191 members 
Mstep: Class 11 contains 2152 members 
Mstep: Class 12 contains 73275 members 
Mstep: Class 13 contains 18217 members 
Mstep: Class 14 contains 146796 members 
Mstep: Class 15 contains 2494 members 
Mstep: Class 16 contains 17813 members 
Mstep: Class 17 contains 9550 members 
Mstep: Class 18 contains 21161 members 
Mstep: Class 19 contains 35219 members 
Mstep: Class 20 contains 6125 members 
Mstep: Class 21 contains 11893 members 
Mstep: Class 22 contains 3055 members 
Mstep: Class 23 contains 21801 members 
Mstep: Class 24 contains 39420 members 
Mstep: Class 25 contains 7912 members 
Mstep: Class 26 contains 3927 members 
Mstep: Class 27 contains 2333 members 
Mstep: Class 28 contains 23826 members 
Mstep: Class 29 contains 408 members 
Mstep: Class 30 contains 3845 members 
Mstep: Class 31 contains 12570 members 
Mstep: Class 32 contains 13786 members 
Mstep: Class 33 contains 8149 members 
Mstep: Class 34 contains 13790 members 
Mstep: Class 35 contains 2396 members 
Mstep: Class 36 contains 11708 members 
Mstep: Class 37 contains 3871 members 
Mstep: Class 38 contains 10393 members 
Mstep: Class 39 contains 38316 members 
Mstep: Class 40 contains 18537 members 
Mstep: Class 41 contains 1396 members 
Mstep: Class 42 contains 24633 members 
Mstep: Class 43 contains 4321 members 
Mstep: Class 44 contains 3283 members 
Mstep: Class 45 contains 4547 members 
Mstep: Class 46 contains 3821 members 
Mstep: Class 47 contains 25818 members 
Mstep: Class 48 contains 818 members 
Mstep: Class 49 contains 3090 members 
Mstep: Class 50 contains 22301 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100307040.000000 Penalty: 110644.859375
Iteration 171Q: 51 clusters Score -1.00307e+08 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 47462 members 
Mstep: Class 2 contains 5092 members 
Mstep: Class 3 contains 2098 members 
Mstep: Class 4 contains 3289 members 
Mstep: Class 5 contains 14489 members 
Mstep: Class 6 contains 1229 members 
Mstep: Class 7 contains 477 members 
Mstep: Class 8 contains 9113 members 
Mstep: Class 9 contains 25415 members 
Mstep: Class 10 contains 33190 members 
Mstep: Class 11 contains 2152 members 
Mstep: Class 12 contains 73260 members 
Mstep: Class 13 contains 18212 members 
Mstep: Class 14 contains 146792 members 
Mstep: Class 15 contains 2494 members 
Mstep: Class 16 contains 17818 members 
Mstep: Class 17 contains 9548 members 
Mstep: Class 18 contains 21146 members 
Mstep: Class 19 contains 35212 members 
Mstep: Class 20 contains 6109 members 
Mstep: Class 21 contains 11901 members 
Mstep: Class 22 contains 3053 members 
Mstep: Class 23 contains 21801 members 
Mstep: Class 24 contains 39420 members 
Mstep: Class 25 contains 7912 members 
Mstep: Class 26 contains 3922 members 
Mstep: Class 27 contains 2333 members 
Mstep: Class 28 contains 23833 members 
Mstep: Class 29 contains 408 members 
Mstep: Class 30 contains 3843 members 
Mstep: Class 31 contains 12570 members 
Mstep: Class 32 contains 13782 members 
Mstep: Class 33 contains 8152 members 
Mstep: Class 34 contains 13791 members 
Mstep: Class 35 contains 2397 members 
Mstep: Class 36 contains 11708 members 
Mstep: Class 37 contains 3869 members 
Mstep: Class 38 contains 10388 members 
Mstep: Class 39 contains 38306 members 
Mstep: Class 40 contains 18534 members 
Mstep: Class 41 contains 1396 members 
Mstep: Class 42 contains 24639 members 
Mstep: Class 43 contains 4320 members 
Mstep: Class 44 contains 3284 members 
Mstep: Class 45 contains 4544 members 
Mstep: Class 46 contains 3843 members 
Mstep: Class 47 contains 25817 members 
Mstep: Class 48 contains 818 members 
Mstep: Class 49 contains 3100 members 
Mstep: Class 50 contains 22300 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100306944.000000 Penalty: 110644.859375
Iteration 172Q: 51 clusters Score -1.003069e+08 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 47467 members 
Mstep: Class 2 contains 5089 members 
Mstep: Class 3 contains 2098 members 
Mstep: Class 4 contains 3290 members 
Mstep: Class 5 contains 14492 members 
Mstep: Class 6 contains 1230 members 
Mstep: Class 7 contains 477 members 
Mstep: Class 8 contains 9127 members 
Mstep: Class 9 contains 25412 members 
Mstep: Class 10 contains 33191 members 
Mstep: Class 11 contains 2152 members 
Mstep: Class 12 contains 73254 members 
Mstep: Class 13 contains 18209 members 
Mstep: Class 14 contains 146789 members 
Mstep: Class 15 contains 2493 members 
Mstep: Class 16 contains 17824 members 
Mstep: Class 17 contains 9549 members 
Mstep: Class 18 contains 21145 members 
Mstep: Class 19 contains 35206 members 
Mstep: Class 20 contains 6103 members 
Mstep: Class 21 contains 11896 members 
Mstep: Class 22 contains 3050 members 
Mstep: Class 23 contains 21803 members 
Mstep: Class 24 contains 39415 members 
Mstep: Class 25 contains 7911 members 
Mstep: Class 26 contains 3922 members 
Mstep: Class 27 contains 2333 members 
Mstep: Class 28 contains 23834 members 
Mstep: Class 29 contains 408 members 
Mstep: Class 30 contains 3842 members 
Mstep: Class 31 contains 12570 members 
Mstep: Class 32 contains 13775 members 
Mstep: Class 33 contains 8156 members 
Mstep: Class 34 contains 13792 members 
Mstep: Class 35 contains 2396 members 
Mstep: Class 36 contains 11706 members 
Mstep: Class 37 contains 3874 members 
Mstep: Class 38 contains 10383 members 
Mstep: Class 39 contains 38299 members 
Mstep: Class 40 contains 18531 members 
Mstep: Class 41 contains 1396 members 
Mstep: Class 42 contains 24635 members 
Mstep: Class 43 contains 4320 members 
Mstep: Class 44 contains 3284 members 
Mstep: Class 45 contains 4545 members 
Mstep: Class 46 contains 3858 members 
Mstep: Class 47 contains 25819 members 
Mstep: Class 48 contains 818 members 
Mstep: Class 49 contains 3114 members 
Mstep: Class 50 contains 22299 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100307104.000000 Penalty: 110644.859375
Iteration 173Q: 51 clusters Score -1.003071e+08 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 47475 members 
Mstep: Class 2 contains 5088 members 
Mstep: Class 3 contains 2098 members 
Mstep: Class 4 contains 3291 members 
Mstep: Class 5 contains 14493 members 
Mstep: Class 6 contains 1232 members 
Mstep: Class 7 contains 477 members 
Mstep: Class 8 contains 9143 members 
Mstep: Class 9 contains 25409 members 
Mstep: Class 10 contains 33193 members 
Mstep: Class 11 contains 2152 members 
Mstep: Class 12 contains 73253 members 
Mstep: Class 13 contains 18204 members 
Mstep: Class 14 contains 146789 members 
Mstep: Class 15 contains 2492 members 
Mstep: Class 16 contains 17831 members 
Mstep: Class 17 contains 9547 members 
Mstep: Class 18 contains 21132 members 
Mstep: Class 19 contains 35193 members 
Mstep: Class 20 contains 6093 members 
Mstep: Class 21 contains 11901 members 
Mstep: Class 22 contains 3050 members 
Mstep: Class 23 contains 21803 members 
Mstep: Class 24 contains 39415 members 
Mstep: Class 25 contains 7912 members 
Mstep: Class 26 contains 3922 members 
Mstep: Class 27 contains 2332 members 
Mstep: Class 28 contains 23830 members 
Mstep: Class 29 contains 408 members 
Mstep: Class 30 contains 3842 members 
Mstep: Class 31 contains 12570 members 
Mstep: Class 32 contains 13775 members 
Mstep: Class 33 contains 8157 members 
Mstep: Class 34 contains 13793 members 
Mstep: Class 35 contains 2396 members 
Mstep: Class 36 contains 11706 members 
Mstep: Class 37 contains 3873 members 
Mstep: Class 38 contains 10376 members 
Mstep: Class 39 contains 38292 members 
Mstep: Class 40 contains 18530 members 
Mstep: Class 41 contains 1396 members 
Mstep: Class 42 contains 24636 members 
Mstep: Class 43 contains 4319 members 
Mstep: Class 44 contains 3285 members 
Mstep: Class 45 contains 4546 members 
Mstep: Class 46 contains 3876 members 
Mstep: Class 47 contains 25818 members 
Mstep: Class 48 contains 818 members 
Mstep: Class 49 contains 3120 members 
Mstep: Class 50 contains 22299 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100307072.000000 Penalty: 110644.859375
Iteration 174Q: 51 clusters Score -1.003071e+08 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 47487 members 
Mstep: Class 2 contains 5082 members 
Mstep: Class 3 contains 2098 members 
Mstep: Class 4 contains 3291 members 
Mstep: Class 5 contains 14493 members 
Mstep: Class 6 contains 1232 members 
Mstep: Class 7 contains 477 members 
Mstep: Class 8 contains 9164 members 
Mstep: Class 9 contains 25409 members 
Mstep: Class 10 contains 33194 members 
Mstep: Class 11 contains 2153 members 
Mstep: Class 12 contains 73252 members 
Mstep: Class 13 contains 18201 members 
Mstep: Class 14 contains 146790 members 
Mstep: Class 15 contains 2489 members 
Mstep: Class 16 contains 17838 members 
Mstep: Class 17 contains 9545 members 
Mstep: Class 18 contains 21122 members 
Mstep: Class 19 contains 35181 members 
Mstep: Class 20 contains 6078 members 
Mstep: Class 21 contains 11908 members 
Mstep: Class 22 contains 3052 members 
Mstep: Class 23 contains 21804 members 
Mstep: Class 24 contains 39412 members 
Mstep: Class 25 contains 7912 members 
Mstep: Class 26 contains 3921 members 
Mstep: Class 27 contains 2333 members 
Mstep: Class 28 contains 23828 members 
Mstep: Class 29 contains 408 members 
Mstep: Class 30 contains 3839 members 
Mstep: Class 31 contains 12569 members 
Mstep: Class 32 contains 13774 members 
Mstep: Class 33 contains 8158 members 
Mstep: Class 34 contains 13791 members 
Mstep: Class 35 contains 2397 members 
Mstep: Class 36 contains 11708 members 
Mstep: Class 37 contains 3876 members 
Mstep: Class 38 contains 10371 members 
Mstep: Class 39 contains 38286 members 
Mstep: Class 40 contains 18529 members 
Mstep: Class 41 contains 1396 members 
Mstep: Class 42 contains 24638 members 
Mstep: Class 43 contains 4319 members 
Mstep: Class 44 contains 3285 members 
Mstep: Class 45 contains 4546 members 
Mstep: Class 46 contains 3888 members 
Mstep: Class 47 contains 25818 members 
Mstep: Class 48 contains 818 members 
Mstep: Class 49 contains 3124 members 
Mstep: Class 50 contains 22297 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100307160.000000 Penalty: 110644.859375
Iteration 175Q: 51 clusters Score -1.003072e+08 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 47492 members 
Mstep: Class 2 contains 5079 members 
Mstep: Class 3 contains 2098 members 
Mstep: Class 4 contains 3291 members 
Mstep: Class 5 contains 14493 members 
Mstep: Class 6 contains 1233 members 
Mstep: Class 7 contains 477 members 
Mstep: Class 8 contains 9186 members 
Mstep: Class 9 contains 25406 members 
Mstep: Class 10 contains 33191 members 
Mstep: Class 11 contains 2152 members 
Mstep: Class 12 contains 73251 members 
Mstep: Class 13 contains 18198 members 
Mstep: Class 14 contains 146792 members 
Mstep: Class 15 contains 2489 members 
Mstep: Class 16 contains 17843 members 
Mstep: Class 17 contains 9548 members 
Mstep: Class 18 contains 21109 members 
Mstep: Class 19 contains 35175 members 
Mstep: Class 20 contains 6066 members 
Mstep: Class 21 contains 11905 members 
Mstep: Class 22 contains 3053 members 
Mstep: Class 23 contains 21805 members 
Mstep: Class 24 contains 39411 members 
Mstep: Class 25 contains 7913 members 
Mstep: Class 26 contains 3923 members 
Mstep: Class 27 contains 2330 members 
Mstep: Class 28 contains 23828 members 
Mstep: Class 29 contains 408 members 
Mstep: Class 30 contains 3835 members 
Mstep: Class 31 contains 12569 members 
Mstep: Class 32 contains 13773 members 
Mstep: Class 33 contains 8158 members 
Mstep: Class 34 contains 13791 members 
Mstep: Class 35 contains 2398 members 
Mstep: Class 36 contains 11706 members 
Mstep: Class 37 contains 3880 members 
Mstep: Class 38 contains 10367 members 
Mstep: Class 39 contains 38275 members 
Mstep: Class 40 contains 18529 members 
Mstep: Class 41 contains 1395 members 
Mstep: Class 42 contains 24644 members 
Mstep: Class 43 contains 4320 members 
Mstep: Class 44 contains 3285 members 
Mstep: Class 45 contains 4546 members 
Mstep: Class 46 contains 3903 members 
Mstep: Class 47 contains 25815 members 
Mstep: Class 48 contains 818 members 
Mstep: Class 49 contains 3133 members 
Mstep: Class 50 contains 22296 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100307048.000000 Penalty: 110644.859375
Iteration 176Q: 51 clusters Score -1.00307e+08 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 47501 members 
Mstep: Class 2 contains 5078 members 
Mstep: Class 3 contains 2098 members 
Mstep: Class 4 contains 3291 members 
Mstep: Class 5 contains 14495 members 
Mstep: Class 6 contains 1234 members 
Mstep: Class 7 contains 477 members 
Mstep: Class 8 contains 9205 members 
Mstep: Class 9 contains 25414 members 
Mstep: Class 10 contains 33189 members 
Mstep: Class 11 contains 2152 members 
Mstep: Class 12 contains 73249 members 
Mstep: Class 13 contains 18195 members 
Mstep: Class 14 contains 146791 members 
Mstep: Class 15 contains 2489 members 
Mstep: Class 16 contains 17850 members 
Mstep: Class 17 contains 9549 members 
Mstep: Class 18 contains 21106 members 
Mstep: Class 19 contains 35163 members 
Mstep: Class 20 contains 6050 members 
Mstep: Class 21 contains 11907 members 
Mstep: Class 22 contains 3053 members 
Mstep: Class 23 contains 21807 members 
Mstep: Class 24 contains 39413 members 
Mstep: Class 25 contains 7913 members 
Mstep: Class 26 contains 3926 members 
Mstep: Class 27 contains 2328 members 
Mstep: Class 28 contains 23832 members 
Mstep: Class 29 contains 408 members 
Mstep: Class 30 contains 3835 members 
Mstep: Class 31 contains 12569 members 
Mstep: Class 32 contains 13770 members 
Mstep: Class 33 contains 8158 members 
Mstep: Class 34 contains 13791 members 
Mstep: Class 35 contains 2398 members 
Mstep: Class 36 contains 11705 members 
Mstep: Class 37 contains 3881 members 
Mstep: Class 38 contains 10356 members 
Mstep: Class 39 contains 38256 members 
Mstep: Class 40 contains 18526 members 
Mstep: Class 41 contains 1395 members 
Mstep: Class 42 contains 24648 members 
Mstep: Class 43 contains 4321 members 
Mstep: Class 44 contains 3285 members 
Mstep: Class 45 contains 4544 members 
Mstep: Class 46 contains 3907 members 
Mstep: Class 47 contains 25814 members 
Mstep: Class 48 contains 818 members 
Mstep: Class 49 contains 3144 members 
Mstep: Class 50 contains 22297 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100307032.000000 Penalty: 110644.859375
Iteration 177Q: 51 clusters Score -1.00307e+08 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 47509 members 
Mstep: Class 2 contains 5077 members 
Mstep: Class 3 contains 2098 members 
Mstep: Class 4 contains 3291 members 
Mstep: Class 5 contains 14496 members 
Mstep: Class 6 contains 1237 members 
Mstep: Class 7 contains 477 members 
Mstep: Class 8 contains 9226 members 
Mstep: Class 9 contains 25416 members 
Mstep: Class 10 contains 33189 members 
Mstep: Class 11 contains 2153 members 
Mstep: Class 12 contains 73250 members 
Mstep: Class 13 contains 18191 members 
Mstep: Class 14 contains 146792 members 
Mstep: Class 15 contains 2489 members 
Mstep: Class 16 contains 17858 members 
Mstep: Class 17 contains 9546 members 
Mstep: Class 18 contains 21098 members 
Mstep: Class 19 contains 35155 members 
Mstep: Class 20 contains 6037 members 
Mstep: Class 21 contains 11908 members 
Mstep: Class 22 contains 3052 members 
Mstep: Class 23 contains 21805 members 
Mstep: Class 24 contains 39414 members 
Mstep: Class 25 contains 7913 members 
Mstep: Class 26 contains 3924 members 
Mstep: Class 27 contains 2329 members 
Mstep: Class 28 contains 23833 members 
Mstep: Class 29 contains 408 members 
Mstep: Class 30 contains 3834 members 
Mstep: Class 31 contains 12569 members 
Mstep: Class 32 contains 13771 members 
Mstep: Class 33 contains 8158 members 
Mstep: Class 34 contains 13792 members 
Mstep: Class 35 contains 2398 members 
Mstep: Class 36 contains 11705 members 
Mstep: Class 37 contains 3881 members 
Mstep: Class 38 contains 10339 members 
Mstep: Class 39 contains 38246 members 
Mstep: Class 40 contains 18525 members 
Mstep: Class 41 contains 1395 members 
Mstep: Class 42 contains 24644 members 
Mstep: Class 43 contains 4323 members 
Mstep: Class 44 contains 3285 members 
Mstep: Class 45 contains 4544 members 
Mstep: Class 46 contains 3917 members 
Mstep: Class 47 contains 25813 members 
Mstep: Class 48 contains 818 members 
Mstep: Class 49 contains 3153 members 
Mstep: Class 50 contains 22300 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100307104.000000 Penalty: 110644.859375
Iteration 178Q: 51 clusters Score -1.003071e+08 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 47517 members 
Mstep: Class 2 contains 5076 members 
Mstep: Class 3 contains 2098 members 
Mstep: Class 4 contains 3291 members 
Mstep: Class 5 contains 14499 members 
Mstep: Class 6 contains 1241 members 
Mstep: Class 7 contains 477 members 
Mstep: Class 8 contains 9249 members 
Mstep: Class 9 contains 25418 members 
Mstep: Class 10 contains 33186 members 
Mstep: Class 11 contains 2153 members 
Mstep: Class 12 contains 73252 members 
Mstep: Class 13 contains 18188 members 
Mstep: Class 14 contains 146792 members 
Mstep: Class 15 contains 2489 members 
Mstep: Class 16 contains 17864 members 
Mstep: Class 17 contains 9549 members 
Mstep: Class 18 contains 21091 members 
Mstep: Class 19 contains 35143 members 
Mstep: Class 20 contains 6021 members 
Mstep: Class 21 contains 11909 members 
Mstep: Class 22 contains 3053 members 
Mstep: Class 23 contains 21809 members 
Mstep: Class 24 contains 39414 members 
Mstep: Class 25 contains 7913 members 
Mstep: Class 26 contains 3926 members 
Mstep: Class 27 contains 2329 members 
Mstep: Class 28 contains 23830 members 
Mstep: Class 29 contains 408 members 
Mstep: Class 30 contains 3832 members 
Mstep: Class 31 contains 12568 members 
Mstep: Class 32 contains 13764 members 
Mstep: Class 33 contains 8158 members 
Mstep: Class 34 contains 13792 members 
Mstep: Class 35 contains 2398 members 
Mstep: Class 36 contains 11705 members 
Mstep: Class 37 contains 3878 members 
Mstep: Class 38 contains 10325 members 
Mstep: Class 39 contains 38237 members 
Mstep: Class 40 contains 18531 members 
Mstep: Class 41 contains 1395 members 
Mstep: Class 42 contains 24646 members 
Mstep: Class 43 contains 4324 members 
Mstep: Class 44 contains 3286 members 
Mstep: Class 45 contains 4545 members 
Mstep: Class 46 contains 3920 members 
Mstep: Class 47 contains 25812 members 
Mstep: Class 48 contains 818 members 
Mstep: Class 49 contains 3161 members 
Mstep: Class 50 contains 22301 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100307152.000000 Penalty: 110644.859375
Iteration 179Q: 51 clusters Score -1.003072e+08 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 47531 members 
Mstep: Class 2 contains 5073 members 
Mstep: Class 3 contains 2098 members 
Mstep: Class 4 contains 3292 members 
Mstep: Class 5 contains 14501 members 
Mstep: Class 6 contains 1243 members 
Mstep: Class 7 contains 477 members 
Mstep: Class 8 contains 9273 members 
Mstep: Class 9 contains 25422 members 
Mstep: Class 10 contains 33183 members 
Mstep: Class 11 contains 2153 members 
Mstep: Class 12 contains 73255 members 
Mstep: Class 13 contains 18185 members 
Mstep: Class 14 contains 146789 members 
Mstep: Class 15 contains 2489 members 
Mstep: Class 16 contains 17868 members 
Mstep: Class 17 contains 9552 members 
Mstep: Class 18 contains 21077 members 
Mstep: Class 19 contains 35131 members 
Mstep: Class 20 contains 6008 members 
Mstep: Class 21 contains 11904 members 
Mstep: Class 22 contains 3055 members 
Mstep: Class 23 contains 21809 members 
Mstep: Class 24 contains 39408 members 
Mstep: Class 25 contains 7913 members 
Mstep: Class 26 contains 3926 members 
Mstep: Class 27 contains 2329 members 
Mstep: Class 28 contains 23832 members 
Mstep: Class 29 contains 408 members 
Mstep: Class 30 contains 3831 members 
Mstep: Class 31 contains 12568 members 
Mstep: Class 32 contains 13763 members 
Mstep: Class 33 contains 8157 members 
Mstep: Class 34 contains 13792 members 
Mstep: Class 35 contains 2398 members 
Mstep: Class 36 contains 11705 members 
Mstep: Class 37 contains 3881 members 
Mstep: Class 38 contains 10312 members 
Mstep: Class 39 contains 38231 members 
Mstep: Class 40 contains 18535 members 
Mstep: Class 41 contains 1395 members 
Mstep: Class 42 contains 24647 members 
Mstep: Class 43 contains 4325 members 
Mstep: Class 44 contains 3287 members 
Mstep: Class 45 contains 4545 members 
Mstep: Class 46 contains 3930 members 
Mstep: Class 47 contains 25815 members 
Mstep: Class 48 contains 818 members 
Mstep: Class 49 contains 3164 members 
Mstep: Class 50 contains 22298 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100307200.000000 Penalty: 110644.859375
Iteration 180F: 51 clusters Score -1.003072e+08 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 47548 members 
Mstep: Class 2 contains 5070 members 
Mstep: Class 3 contains 2098 members 
Mstep: Class 4 contains 3292 members 
Mstep: Class 5 contains 14500 members 
Mstep: Class 6 contains 1244 members 
Mstep: Class 7 contains 477 members 
Mstep: Class 8 contains 9303 members 
Mstep: Class 9 contains 25424 members 
Mstep: Class 10 contains 33184 members 
Mstep: Class 11 contains 2154 members 
Mstep: Class 12 contains 73254 members 
Mstep: Class 13 contains 18182 members 
Mstep: Class 14 contains 146789 members 
Mstep: Class 15 contains 2489 members 
Mstep: Class 16 contains 17870 members 
Mstep: Class 17 contains 9550 members 
Mstep: Class 18 contains 21064 members 
Mstep: Class 19 contains 35124 members 
Mstep: Class 20 contains 5986 members 
Mstep: Class 21 contains 11898 members 
Mstep: Class 22 contains 3057 members 
Mstep: Class 23 contains 21812 members 
Mstep: Class 24 contains 39406 members 
Mstep: Class 25 contains 7912 members 
Mstep: Class 26 contains 3926 members 
Mstep: Class 27 contains 2329 members 
Mstep: Class 28 contains 23827 members 
Mstep: Class 29 contains 408 members 
Mstep: Class 30 contains 3830 members 
Mstep: Class 31 contains 12568 members 
Mstep: Class 32 contains 13763 members 
Mstep: Class 33 contains 8157 members 
Mstep: Class 34 contains 13792 members 
Mstep: Class 35 contains 2398 members 
Mstep: Class 36 contains 11702 members 
Mstep: Class 37 contains 3885 members 
Mstep: Class 38 contains 10302 members 
Mstep: Class 39 contains 38228 members 
Mstep: Class 40 contains 18541 members 
Mstep: Class 41 contains 1395 members 
Mstep: Class 42 contains 24649 members 
Mstep: Class 43 contains 4325 members 
Mstep: Class 44 contains 3287 members 
Mstep: Class 45 contains 4546 members 
Mstep: Class 46 contains 3936 members 
Mstep: Class 47 contains 25819 members 
Mstep: Class 48 contains 818 members 
Mstep: Class 49 contains 3166 members 
Mstep: Class 50 contains 22297 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100307280.000000 Penalty: 110644.859375
Iteration 181Q: 51 clusters Score -1.003073e+08 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 47562 members 
Mstep: Class 2 contains 5072 members 
Mstep: Class 3 contains 2098 members 
Mstep: Class 4 contains 3292 members 
Mstep: Class 5 contains 14499 members 
Mstep: Class 6 contains 1244 members 
Mstep: Class 7 contains 477 members 
Mstep: Class 8 contains 9340 members 
Mstep: Class 9 contains 25417 members 
Mstep: Class 10 contains 33180 members 
Mstep: Class 11 contains 2154 members 
Mstep: Class 12 contains 73254 members 
Mstep: Class 13 contains 18179 members 
Mstep: Class 14 contains 146792 members 
Mstep: Class 15 contains 2490 members 
Mstep: Class 16 contains 17874 members 
Mstep: Class 17 contains 9548 members 
Mstep: Class 18 contains 21049 members 
Mstep: Class 19 contains 35120 members 
Mstep: Class 20 contains 5963 members 
Mstep: Class 21 contains 11899 members 
Mstep: Class 22 contains 3057 members 
Mstep: Class 23 contains 21809 members 
Mstep: Class 24 contains 39405 members 
Mstep: Class 25 contains 7912 members 
Mstep: Class 26 contains 3926 members 
Mstep: Class 27 contains 2329 members 
Mstep: Class 28 contains 23813 members 
Mstep: Class 29 contains 408 members 
Mstep: Class 30 contains 3830 members 
Mstep: Class 31 contains 12568 members 
Mstep: Class 32 contains 13762 members 
Mstep: Class 33 contains 8157 members 
Mstep: Class 34 contains 13792 members 
Mstep: Class 35 contains 2398 members 
Mstep: Class 36 contains 11698 members 
Mstep: Class 37 contains 3886 members 
Mstep: Class 38 contains 10301 members 
Mstep: Class 39 contains 38219 members 
Mstep: Class 40 contains 18557 members 
Mstep: Class 41 contains 1395 members 
Mstep: Class 42 contains 24649 members 
Mstep: Class 43 contains 4324 members 
Mstep: Class 44 contains 3287 members 
Mstep: Class 45 contains 4546 members 
Mstep: Class 46 contains 3943 members 
Mstep: Class 47 contains 25821 members 
Mstep: Class 48 contains 818 members 
Mstep: Class 49 contains 3171 members 
Mstep: Class 50 contains 22297 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100307208.000000 Penalty: 110644.859375
Iteration 182Q: 51 clusters Score -1.003072e+08 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 47580 members 
Mstep: Class 2 contains 5070 members 
Mstep: Class 3 contains 2098 members 
Mstep: Class 4 contains 3292 members 
Mstep: Class 5 contains 14499 members 
Mstep: Class 6 contains 1244 members 
Mstep: Class 7 contains 477 members 
Mstep: Class 8 contains 9362 members 
Mstep: Class 9 contains 25416 members 
Mstep: Class 10 contains 33176 members 
Mstep: Class 11 contains 2154 members 
Mstep: Class 12 contains 73242 members 
Mstep: Class 13 contains 18174 members 
Mstep: Class 14 contains 146794 members 
Mstep: Class 15 contains 2490 members 
Mstep: Class 16 contains 17877 members 
Mstep: Class 17 contains 9547 members 
Mstep: Class 18 contains 21041 members 
Mstep: Class 19 contains 35114 members 
Mstep: Class 20 contains 5936 members 
Mstep: Class 21 contains 11900 members 
Mstep: Class 22 contains 3054 members 
Mstep: Class 23 contains 21811 members 
Mstep: Class 24 contains 39407 members 
Mstep: Class 25 contains 7911 members 
Mstep: Class 26 contains 3925 members 
Mstep: Class 27 contains 2330 members 
Mstep: Class 28 contains 23805 members 
Mstep: Class 29 contains 408 members 
Mstep: Class 30 contains 3832 members 
Mstep: Class 31 contains 12568 members 
Mstep: Class 32 contains 13766 members 
Mstep: Class 33 contains 8157 members 
Mstep: Class 34 contains 13793 members 
Mstep: Class 35 contains 2398 members 
Mstep: Class 36 contains 11698 members 
Mstep: Class 37 contains 3890 members 
Mstep: Class 38 contains 10298 members 
Mstep: Class 39 contains 38214 members 
Mstep: Class 40 contains 18567 members 
Mstep: Class 41 contains 1395 members 
Mstep: Class 42 contains 24651 members 
Mstep: Class 43 contains 4321 members 
Mstep: Class 44 contains 3287 members 
Mstep: Class 45 contains 4546 members 
Mstep: Class 46 contains 3953 members 
Mstep: Class 47 contains 25823 members 
Mstep: Class 48 contains 818 members 
Mstep: Class 49 contains 3177 members 
Mstep: Class 50 contains 22295 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100307304.000000 Penalty: 110644.859375
Iteration 183Q: 51 clusters Score -1.003073e+08 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 47601 members 
Mstep: Class 2 contains 5070 members 
Mstep: Class 3 contains 2098 members 
Mstep: Class 4 contains 3292 members 
Mstep: Class 5 contains 14500 members 
Mstep: Class 6 contains 1244 members 
Mstep: Class 7 contains 477 members 
Mstep: Class 8 contains 9388 members 
Mstep: Class 9 contains 25415 members 
Mstep: Class 10 contains 33170 members 
Mstep: Class 11 contains 2155 members 
Mstep: Class 12 contains 73236 members 
Mstep: Class 13 contains 18172 members 
Mstep: Class 14 contains 146793 members 
Mstep: Class 15 contains 2490 members 
Mstep: Class 16 contains 17879 members 
Mstep: Class 17 contains 9546 members 
Mstep: Class 18 contains 21027 members 
Mstep: Class 19 contains 35106 members 
Mstep: Class 20 contains 5911 members 
Mstep: Class 21 contains 11894 members 
Mstep: Class 22 contains 3054 members 
Mstep: Class 23 contains 21814 members 
Mstep: Class 24 contains 39409 members 
Mstep: Class 25 contains 7910 members 
Mstep: Class 26 contains 3924 members 
Mstep: Class 27 contains 2331 members 
Mstep: Class 28 contains 23802 members 
Mstep: Class 29 contains 408 members 
Mstep: Class 30 contains 3834 members 
Mstep: Class 31 contains 12568 members 
Mstep: Class 32 contains 13766 members 
Mstep: Class 33 contains 8157 members 
Mstep: Class 34 contains 13793 members 
Mstep: Class 35 contains 2398 members 
Mstep: Class 36 contains 11699 members 
Mstep: Class 37 contains 3889 members 
Mstep: Class 38 contains 10294 members 
Mstep: Class 39 contains 38205 members 
Mstep: Class 40 contains 18574 members 
Mstep: Class 41 contains 1395 members 
Mstep: Class 42 contains 24657 members 
Mstep: Class 43 contains 4321 members 
Mstep: Class 44 contains 3287 members 
Mstep: Class 45 contains 4544 members 
Mstep: Class 46 contains 3966 members 
Mstep: Class 47 contains 25821 members 
Mstep: Class 48 contains 818 members 
Mstep: Class 49 contains 3185 members 
Mstep: Class 50 contains 22294 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100307256.000000 Penalty: 110644.859375
Iteration 184Q: 51 clusters Score -1.003073e+08 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 47607 members 
Mstep: Class 2 contains 5070 members 
Mstep: Class 3 contains 2098 members 
Mstep: Class 4 contains 3291 members 
Mstep: Class 5 contains 14503 members 
Mstep: Class 6 contains 1244 members 
Mstep: Class 7 contains 477 members 
Mstep: Class 8 contains 9420 members 
Mstep: Class 9 contains 25414 members 
Mstep: Class 10 contains 33167 members 
Mstep: Class 11 contains 2156 members 
Mstep: Class 12 contains 73231 members 
Mstep: Class 13 contains 18169 members 
Mstep: Class 14 contains 146792 members 
Mstep: Class 15 contains 2489 members 
Mstep: Class 16 contains 17882 members 
Mstep: Class 17 contains 9545 members 
Mstep: Class 18 contains 21013 members 
Mstep: Class 19 contains 35098 members 
Mstep: Class 20 contains 5898 members 
Mstep: Class 21 contains 11891 members 
Mstep: Class 22 contains 3056 members 
Mstep: Class 23 contains 21814 members 
Mstep: Class 24 contains 39406 members 
Mstep: Class 25 contains 7909 members 
Mstep: Class 26 contains 3924 members 
Mstep: Class 27 contains 2332 members 
Mstep: Class 28 contains 23795 members 
Mstep: Class 29 contains 408 members 
Mstep: Class 30 contains 3833 members 
Mstep: Class 31 contains 12568 members 
Mstep: Class 32 contains 13768 members 
Mstep: Class 33 contains 8157 members 
Mstep: Class 34 contains 13795 members 
Mstep: Class 35 contains 2398 members 
Mstep: Class 36 contains 11701 members 
Mstep: Class 37 contains 3892 members 
Mstep: Class 38 contains 10283 members 
Mstep: Class 39 contains 38196 members 
Mstep: Class 40 contains 18584 members 
Mstep: Class 41 contains 1395 members 
Mstep: Class 42 contains 24664 members 
Mstep: Class 43 contains 4321 members 
Mstep: Class 44 contains 3287 members 
Mstep: Class 45 contains 4544 members 
Mstep: Class 46 contains 3975 members 
Mstep: Class 47 contains 25820 members 
Mstep: Class 48 contains 818 members 
Mstep: Class 49 contains 3189 members 
Mstep: Class 50 contains 22294 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100307160.000000 Penalty: 110644.859375
Iteration 185Q: 51 clusters Score -1.003072e+08 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 47617 members 
Mstep: Class 2 contains 5069 members 
Mstep: Class 3 contains 2098 members 
Mstep: Class 4 contains 3291 members 
Mstep: Class 5 contains 14505 members 
Mstep: Class 6 contains 1245 members 
Mstep: Class 7 contains 477 members 
Mstep: Class 8 contains 9450 members 
Mstep: Class 9 contains 25412 members 
Mstep: Class 10 contains 33164 members 
Mstep: Class 11 contains 2157 members 
Mstep: Class 12 contains 73236 members 
Mstep: Class 13 contains 18164 members 
Mstep: Class 14 contains 146792 members 
Mstep: Class 15 contains 2489 members 
Mstep: Class 16 contains 17884 members 
Mstep: Class 17 contains 9545 members 
Mstep: Class 18 contains 20999 members 
Mstep: Class 19 contains 35092 members 
Mstep: Class 20 contains 5884 members 
Mstep: Class 21 contains 11889 members 
Mstep: Class 22 contains 3054 members 
Mstep: Class 23 contains 21815 members 
Mstep: Class 24 contains 39403 members 
Mstep: Class 25 contains 7909 members 
Mstep: Class 26 contains 3915 members 
Mstep: Class 27 contains 2332 members 
Mstep: Class 28 contains 23788 members 
Mstep: Class 29 contains 408 members 
Mstep: Class 30 contains 3831 members 
Mstep: Class 31 contains 12568 members 
Mstep: Class 32 contains 13771 members 
Mstep: Class 33 contains 8157 members 
Mstep: Class 34 contains 13797 members 
Mstep: Class 35 contains 2398 members 
Mstep: Class 36 contains 11701 members 
Mstep: Class 37 contains 3895 members 
Mstep: Class 38 contains 10274 members 
Mstep: Class 39 contains 38191 members 
Mstep: Class 40 contains 18590 members 
Mstep: Class 41 contains 1395 members 
Mstep: Class 42 contains 24668 members 
Mstep: Class 43 contains 4321 members 
Mstep: Class 44 contains 3287 members 
Mstep: Class 45 contains 4545 members 
Mstep: Class 46 contains 3989 members 
Mstep: Class 47 contains 25818 members 
Mstep: Class 48 contains 818 members 
Mstep: Class 49 contains 3190 members 
Mstep: Class 50 contains 22294 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100307056.000000 Penalty: 110644.859375
Iteration 186Q: 51 clusters Score -1.003071e+08 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 47629 members 
Mstep: Class 2 contains 5068 members 
Mstep: Class 3 contains 2098 members 
Mstep: Class 4 contains 3290 members 
Mstep: Class 5 contains 14505 members 
Mstep: Class 6 contains 1247 members 
Mstep: Class 7 contains 477 members 
Mstep: Class 8 contains 9484 members 
Mstep: Class 9 contains 25413 members 
Mstep: Class 10 contains 33158 members 
Mstep: Class 11 contains 2159 members 
Mstep: Class 12 contains 73234 members 
Mstep: Class 13 contains 18161 members 
Mstep: Class 14 contains 146789 members 
Mstep: Class 15 contains 2489 members 
Mstep: Class 16 contains 17887 members 
Mstep: Class 17 contains 9547 members 
Mstep: Class 18 contains 20993 members 
Mstep: Class 19 contains 35083 members 
Mstep: Class 20 contains 5871 members 
Mstep: Class 21 contains 11883 members 
Mstep: Class 22 contains 3052 members 
Mstep: Class 23 contains 21816 members 
Mstep: Class 24 contains 39402 members 
Mstep: Class 25 contains 7909 members 
Mstep: Class 26 contains 3913 members 
Mstep: Class 27 contains 2333 members 
Mstep: Class 28 contains 23782 members 
Mstep: Class 29 contains 408 members 
Mstep: Class 30 contains 3830 members 
Mstep: Class 31 contains 12568 members 
Mstep: Class 32 contains 13768 members 
Mstep: Class 33 contains 8158 members 
Mstep: Class 34 contains 13797 members 
Mstep: Class 35 contains 2398 members 
Mstep: Class 36 contains 11700 members 
Mstep: Class 37 contains 3896 members 
Mstep: Class 38 contains 10266 members 
Mstep: Class 39 contains 38190 members 
Mstep: Class 40 contains 18591 members 
Mstep: Class 41 contains 1395 members 
Mstep: Class 42 contains 24667 members 
Mstep: Class 43 contains 4321 members 
Mstep: Class 44 contains 3287 members 
Mstep: Class 45 contains 4546 members 
Mstep: Class 46 contains 4000 members 
Mstep: Class 47 contains 25816 members 
Mstep: Class 48 contains 818 members 
Mstep: Class 49 contains 3193 members 
Mstep: Class 50 contains 22296 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100307104.000000 Penalty: 110644.859375
Iteration 187Q: 51 clusters Score -1.003071e+08 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 47648 members 
Mstep: Class 2 contains 5068 members 
Mstep: Class 3 contains 2098 members 
Mstep: Class 4 contains 3290 members 
Mstep: Class 5 contains 14501 members 
Mstep: Class 6 contains 1249 members 
Mstep: Class 7 contains 477 members 
Mstep: Class 8 contains 9506 members 
Mstep: Class 9 contains 25412 members 
Mstep: Class 10 contains 33156 members 
Mstep: Class 11 contains 2160 members 
Mstep: Class 12 contains 73232 members 
Mstep: Class 13 contains 18159 members 
Mstep: Class 14 contains 146790 members 
Mstep: Class 15 contains 2489 members 
Mstep: Class 16 contains 17893 members 
Mstep: Class 17 contains 9550 members 
Mstep: Class 18 contains 20990 members 
Mstep: Class 19 contains 35070 members 
Mstep: Class 20 contains 5853 members 
Mstep: Class 21 contains 11881 members 
Mstep: Class 22 contains 3050 members 
Mstep: Class 23 contains 21816 members 
Mstep: Class 24 contains 39405 members 
Mstep: Class 25 contains 7909 members 
Mstep: Class 26 contains 3913 members 
Mstep: Class 27 contains 2332 members 
Mstep: Class 28 contains 23770 members 
Mstep: Class 29 contains 408 members 
Mstep: Class 30 contains 3830 members 
Mstep: Class 31 contains 12568 members 
Mstep: Class 32 contains 13770 members 
Mstep: Class 33 contains 8158 members 
Mstep: Class 34 contains 13796 members 
Mstep: Class 35 contains 2398 members 
Mstep: Class 36 contains 11699 members 
Mstep: Class 37 contains 3897 members 
Mstep: Class 38 contains 10260 members 
Mstep: Class 39 contains 38188 members 
Mstep: Class 40 contains 18594 members 
Mstep: Class 41 contains 1395 members 
Mstep: Class 42 contains 24664 members 
Mstep: Class 43 contains 4320 members 
Mstep: Class 44 contains 3287 members 
Mstep: Class 45 contains 4545 members 
Mstep: Class 46 contains 4009 members 
Mstep: Class 47 contains 25816 members 
Mstep: Class 48 contains 818 members 
Mstep: Class 49 contains 3196 members 
Mstep: Class 50 contains 22298 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100307192.000000 Penalty: 110644.859375
Iteration 188Q: 51 clusters Score -1.003072e+08 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 47660 members 
Mstep: Class 2 contains 5069 members 
Mstep: Class 3 contains 2098 members 
Mstep: Class 4 contains 3289 members 
Mstep: Class 5 contains 14502 members 
Mstep: Class 6 contains 1249 members 
Mstep: Class 7 contains 477 members 
Mstep: Class 8 contains 9533 members 
Mstep: Class 9 contains 25406 members 
Mstep: Class 10 contains 33150 members 
Mstep: Class 11 contains 2160 members 
Mstep: Class 12 contains 73230 members 
Mstep: Class 13 contains 18156 members 
Mstep: Class 14 contains 146791 members 
Mstep: Class 15 contains 2489 members 
Mstep: Class 16 contains 17896 members 
Mstep: Class 17 contains 9552 members 
Mstep: Class 18 contains 20981 members 
Mstep: Class 19 contains 35058 members 
Mstep: Class 20 contains 5840 members 
Mstep: Class 21 contains 11887 members 
Mstep: Class 22 contains 3051 members 
Mstep: Class 23 contains 21816 members 
Mstep: Class 24 contains 39403 members 
Mstep: Class 25 contains 7909 members 
Mstep: Class 26 contains 3913 members 
Mstep: Class 27 contains 2332 members 
Mstep: Class 28 contains 23762 members 
Mstep: Class 29 contains 408 members 
Mstep: Class 30 contains 3830 members 
Mstep: Class 31 contains 12568 members 
Mstep: Class 32 contains 13771 members 
Mstep: Class 33 contains 8159 members 
Mstep: Class 34 contains 13796 members 
Mstep: Class 35 contains 2398 members 
Mstep: Class 36 contains 11698 members 
Mstep: Class 37 contains 3898 members 
Mstep: Class 38 contains 10252 members 
Mstep: Class 39 contains 38189 members 
Mstep: Class 40 contains 18602 members 
Mstep: Class 41 contains 1395 members 
Mstep: Class 42 contains 24665 members 
Mstep: Class 43 contains 4321 members 
Mstep: Class 44 contains 3287 members 
Mstep: Class 45 contains 4545 members 
Mstep: Class 46 contains 4013 members 
Mstep: Class 47 contains 25816 members 
Mstep: Class 48 contains 818 members 
Mstep: Class 49 contains 3197 members 
Mstep: Class 50 contains 22296 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100307328.000000 Penalty: 110644.859375
Iteration 189Q: 51 clusters Score -1.003073e+08 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 47672 members 
Mstep: Class 2 contains 5069 members 
Mstep: Class 3 contains 2098 members 
Mstep: Class 4 contains 3289 members 
Mstep: Class 5 contains 14502 members 
Mstep: Class 6 contains 1249 members 
Mstep: Class 7 contains 477 members 
Mstep: Class 8 contains 9561 members 
Mstep: Class 9 contains 25401 members 
Mstep: Class 10 contains 33144 members 
Mstep: Class 11 contains 2158 members 
Mstep: Class 12 contains 73226 members 
Mstep: Class 13 contains 18156 members 
Mstep: Class 14 contains 146794 members 
Mstep: Class 15 contains 2489 members 
Mstep: Class 16 contains 17897 members 
Mstep: Class 17 contains 9553 members 
Mstep: Class 18 contains 20977 members 
Mstep: Class 19 contains 35045 members 
Mstep: Class 20 contains 5828 members 
Mstep: Class 21 contains 11893 members 
Mstep: Class 22 contains 3050 members 
Mstep: Class 23 contains 21818 members 
Mstep: Class 24 contains 39401 members 
Mstep: Class 25 contains 7909 members 
Mstep: Class 26 contains 3914 members 
Mstep: Class 27 contains 2332 members 
Mstep: Class 28 contains 23756 members 
Mstep: Class 29 contains 408 members 
Mstep: Class 30 contains 3830 members 
Mstep: Class 31 contains 12568 members 
Mstep: Class 32 contains 13772 members 
Mstep: Class 33 contains 8159 members 
Mstep: Class 34 contains 13796 members 
Mstep: Class 35 contains 2397 members 
Mstep: Class 36 contains 11699 members 
Mstep: Class 37 contains 3897 members 
Mstep: Class 38 contains 10243 members 
Mstep: Class 39 contains 38186 members 
Mstep: Class 40 contains 18611 members 
Mstep: Class 41 contains 1395 members 
Mstep: Class 42 contains 24665 members 
Mstep: Class 43 contains 4320 members 
Mstep: Class 44 contains 3287 members 
Mstep: Class 45 contains 4544 members 
Mstep: Class 46 contains 4018 members 
Mstep: Class 47 contains 25816 members 
Mstep: Class 48 contains 818 members 
Mstep: Class 49 contains 3198 members 
Mstep: Class 50 contains 22296 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100307288.000000 Penalty: 110644.859375
Iteration 190Q: 51 clusters Score -1.003073e+08 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 47682 members 
Mstep: Class 2 contains 5067 members 
Mstep: Class 3 contains 2098 members 
Mstep: Class 4 contains 3290 members 
Mstep: Class 5 contains 14502 members 
Mstep: Class 6 contains 1249 members 
Mstep: Class 7 contains 477 members 
Mstep: Class 8 contains 9580 members 
Mstep: Class 9 contains 25405 members 
Mstep: Class 10 contains 33140 members 
Mstep: Class 11 contains 2158 members 
Mstep: Class 12 contains 73227 members 
Mstep: Class 13 contains 18156 members 
Mstep: Class 14 contains 146792 members 
Mstep: Class 15 contains 2490 members 
Mstep: Class 16 contains 17899 members 
Mstep: Class 17 contains 9551 members 
Mstep: Class 18 contains 20974 members 
Mstep: Class 19 contains 35035 members 
Mstep: Class 20 contains 5818 members 
Mstep: Class 21 contains 11896 members 
Mstep: Class 22 contains 3050 members 
Mstep: Class 23 contains 21817 members 
Mstep: Class 24 contains 39400 members 
Mstep: Class 25 contains 7909 members 
Mstep: Class 26 contains 3914 members 
Mstep: Class 27 contains 2332 members 
Mstep: Class 28 contains 23748 members 
Mstep: Class 29 contains 408 members 
Mstep: Class 30 contains 3830 members 
Mstep: Class 31 contains 12568 members 
Mstep: Class 32 contains 13771 members 
Mstep: Class 33 contains 8159 members 
Mstep: Class 34 contains 13797 members 
Mstep: Class 35 contains 2398 members 
Mstep: Class 36 contains 11700 members 
Mstep: Class 37 contains 3897 members 
Mstep: Class 38 contains 10236 members 
Mstep: Class 39 contains 38191 members 
Mstep: Class 40 contains 18611 members 
Mstep: Class 41 contains 1395 members 
Mstep: Class 42 contains 24665 members 
Mstep: Class 43 contains 4320 members 
Mstep: Class 44 contains 3287 members 
Mstep: Class 45 contains 4543 members 
Mstep: Class 46 contains 4022 members 
Mstep: Class 47 contains 25816 members 
Mstep: Class 48 contains 818 members 
Mstep: Class 49 contains 3197 members 
Mstep: Class 50 contains 22296 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100307368.000000 Penalty: 110644.859375
Iteration 191Q: 51 clusters Score -1.003074e+08 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 47691 members 
Mstep: Class 2 contains 5067 members 
Mstep: Class 3 contains 2098 members 
Mstep: Class 4 contains 3290 members 
Mstep: Class 5 contains 14503 members 
Mstep: Class 6 contains 1250 members 
Mstep: Class 7 contains 477 members 
Mstep: Class 8 contains 9605 members 
Mstep: Class 9 contains 25406 members 
Mstep: Class 10 contains 33137 members 
Mstep: Class 11 contains 2157 members 
Mstep: Class 12 contains 73221 members 
Mstep: Class 13 contains 18157 members 
Mstep: Class 14 contains 146795 members 
Mstep: Class 15 contains 2492 members 
Mstep: Class 16 contains 17901 members 
Mstep: Class 17 contains 9551 members 
Mstep: Class 18 contains 20975 members 
Mstep: Class 19 contains 35029 members 
Mstep: Class 20 contains 5808 members 
Mstep: Class 21 contains 11897 members 
Mstep: Class 22 contains 3049 members 
Mstep: Class 23 contains 21816 members 
Mstep: Class 24 contains 39398 members 
Mstep: Class 25 contains 7909 members 
Mstep: Class 26 contains 3913 members 
Mstep: Class 27 contains 2332 members 
Mstep: Class 28 contains 23742 members 
Mstep: Class 29 contains 408 members 
Mstep: Class 30 contains 3828 members 
Mstep: Class 31 contains 12568 members 
Mstep: Class 32 contains 13770 members 
Mstep: Class 33 contains 8159 members 
Mstep: Class 34 contains 13797 members 
Mstep: Class 35 contains 2398 members 
Mstep: Class 36 contains 11699 members 
Mstep: Class 37 contains 3895 members 
Mstep: Class 38 contains 10230 members 
Mstep: Class 39 contains 38187 members 
Mstep: Class 40 contains 18615 members 
Mstep: Class 41 contains 1395 members 
Mstep: Class 42 contains 24666 members 
Mstep: Class 43 contains 4318 members 
Mstep: Class 44 contains 3287 members 
Mstep: Class 45 contains 4542 members 
Mstep: Class 46 contains 4025 members 
Mstep: Class 47 contains 25817 members 
Mstep: Class 48 contains 818 members 
Mstep: Class 49 contains 3197 members 
Mstep: Class 50 contains 22296 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100307408.000000 Penalty: 110644.859375
Iteration 192Q: 51 clusters Score -1.003074e+08 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 47703 members 
Mstep: Class 2 contains 5067 members 
Mstep: Class 3 contains 2098 members 
Mstep: Class 4 contains 3290 members 
Mstep: Class 5 contains 14504 members 
Mstep: Class 6 contains 1251 members 
Mstep: Class 7 contains 476 members 
Mstep: Class 8 contains 9620 members 
Mstep: Class 9 contains 25401 members 
Mstep: Class 10 contains 33134 members 
Mstep: Class 11 contains 2157 members 
Mstep: Class 12 contains 73219 members 
Mstep: Class 13 contains 18156 members 
Mstep: Class 14 contains 146797 members 
Mstep: Class 15 contains 2493 members 
Mstep: Class 16 contains 17901 members 
Mstep: Class 17 contains 9551 members 
Mstep: Class 18 contains 20977 members 
Mstep: Class 19 contains 35024 members 
Mstep: Class 20 contains 5796 members 
Mstep: Class 21 contains 11899 members 
Mstep: Class 22 contains 3050 members 
Mstep: Class 23 contains 21816 members 
Mstep: Class 24 contains 39397 members 
Mstep: Class 25 contains 7909 members 
Mstep: Class 26 contains 3909 members 
Mstep: Class 27 contains 2333 members 
Mstep: Class 28 contains 23736 members 
Mstep: Class 29 contains 408 members 
Mstep: Class 30 contains 3830 members 
Mstep: Class 31 contains 12568 members 
Mstep: Class 32 contains 13767 members 
Mstep: Class 33 contains 8159 members 
Mstep: Class 34 contains 13797 members 
Mstep: Class 35 contains 2398 members 
Mstep: Class 36 contains 11698 members 
Mstep: Class 37 contains 3896 members 
Mstep: Class 38 contains 10221 members 
Mstep: Class 39 contains 38186 members 
Mstep: Class 40 contains 18622 members 
Mstep: Class 41 contains 1395 members 
Mstep: Class 42 contains 24669 members 
Mstep: Class 43 contains 4319 members 
Mstep: Class 44 contains 3287 members 
Mstep: Class 45 contains 4542 members 
Mstep: Class 46 contains 4026 members 
Mstep: Class 47 contains 25816 members 
Mstep: Class 48 contains 818 members 
Mstep: Class 49 contains 3199 members 
Mstep: Class 50 contains 22296 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100307392.000000 Penalty: 110644.859375
Iteration 193Q: 51 clusters Score -1.003074e+08 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 47707 members 
Mstep: Class 2 contains 5067 members 
Mstep: Class 3 contains 2098 members 
Mstep: Class 4 contains 3290 members 
Mstep: Class 5 contains 14503 members 
Mstep: Class 6 contains 1250 members 
Mstep: Class 7 contains 476 members 
Mstep: Class 8 contains 9643 members 
Mstep: Class 9 contains 25405 members 
Mstep: Class 10 contains 33135 members 
Mstep: Class 11 contains 2157 members 
Mstep: Class 12 contains 73219 members 
Mstep: Class 13 contains 18156 members 
Mstep: Class 14 contains 146797 members 
Mstep: Class 15 contains 2493 members 
Mstep: Class 16 contains 17901 members 
Mstep: Class 17 contains 9551 members 
Mstep: Class 18 contains 20971 members 
Mstep: Class 19 contains 35021 members 
Mstep: Class 20 contains 5791 members 
Mstep: Class 21 contains 11896 members 
Mstep: Class 22 contains 3052 members 
Mstep: Class 23 contains 21816 members 
Mstep: Class 24 contains 39395 members 
Mstep: Class 25 contains 7910 members 
Mstep: Class 26 contains 3910 members 
Mstep: Class 27 contains 2334 members 
Mstep: Class 28 contains 23727 members 
Mstep: Class 29 contains 408 members 
Mstep: Class 30 contains 3827 members 
Mstep: Class 31 contains 12568 members 
Mstep: Class 32 contains 13765 members 
Mstep: Class 33 contains 8159 members 
Mstep: Class 34 contains 13797 members 
Mstep: Class 35 contains 2398 members 
Mstep: Class 36 contains 11696 members 
Mstep: Class 37 contains 3898 members 
Mstep: Class 38 contains 10211 members 
Mstep: Class 39 contains 38184 members 
Mstep: Class 40 contains 18626 members 
Mstep: Class 41 contains 1395 members 
Mstep: Class 42 contains 24670 members 
Mstep: Class 43 contains 4318 members 
Mstep: Class 44 contains 3288 members 
Mstep: Class 45 contains 4542 members 
Mstep: Class 46 contains 4031 members 
Mstep: Class 47 contains 25817 members 
Mstep: Class 48 contains 818 members 
Mstep: Class 49 contains 3199 members 
Mstep: Class 50 contains 22295 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100307336.000000 Penalty: 110644.859375
Iteration 194Q: 51 clusters Score -1.003073e+08 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 47708 members 
Mstep: Class 2 contains 5067 members 
Mstep: Class 3 contains 2098 members 
Mstep: Class 4 contains 3290 members 
Mstep: Class 5 contains 14504 members 
Mstep: Class 6 contains 1251 members 
Mstep: Class 7 contains 476 members 
Mstep: Class 8 contains 9668 members 
Mstep: Class 9 contains 25405 members 
Mstep: Class 10 contains 33134 members 
Mstep: Class 11 contains 2157 members 
Mstep: Class 12 contains 73215 members 
Mstep: Class 13 contains 18156 members 
Mstep: Class 14 contains 146794 members 
Mstep: Class 15 contains 2493 members 
Mstep: Class 16 contains 17902 members 
Mstep: Class 17 contains 9550 members 
Mstep: Class 18 contains 20969 members 
Mstep: Class 19 contains 35015 members 
Mstep: Class 20 contains 5786 members 
Mstep: Class 21 contains 11898 members 
Mstep: Class 22 contains 3050 members 
Mstep: Class 23 contains 21815 members 
Mstep: Class 24 contains 39390 members 
Mstep: Class 25 contains 7911 members 
Mstep: Class 26 contains 3908 members 
Mstep: Class 27 contains 2333 members 
Mstep: Class 28 contains 23726 members 
Mstep: Class 29 contains 408 members 
Mstep: Class 30 contains 3824 members 
Mstep: Class 31 contains 12568 members 
Mstep: Class 32 contains 13767 members 
Mstep: Class 33 contains 8159 members 
Mstep: Class 34 contains 13797 members 
Mstep: Class 35 contains 2398 members 
Mstep: Class 36 contains 11696 members 
Mstep: Class 37 contains 3898 members 
Mstep: Class 38 contains 10206 members 
Mstep: Class 39 contains 38180 members 
Mstep: Class 40 contains 18632 members 
Mstep: Class 41 contains 1395 members 
Mstep: Class 42 contains 24672 members 
Mstep: Class 43 contains 4317 members 
Mstep: Class 44 contains 3288 members 
Mstep: Class 45 contains 4542 members 
Mstep: Class 46 contains 4036 members 
Mstep: Class 47 contains 25817 members 
Mstep: Class 48 contains 818 members 
Mstep: Class 49 contains 3199 members 
Mstep: Class 50 contains 22295 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100307400.000000 Penalty: 110644.859375
Iteration 195Q: 51 clusters Score -1.003074e+08 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 47706 members 
Mstep: Class 2 contains 5064 members 
Mstep: Class 3 contains 2098 members 
Mstep: Class 4 contains 3290 members 
Mstep: Class 5 contains 14505 members 
Mstep: Class 6 contains 1252 members 
Mstep: Class 7 contains 476 members 
Mstep: Class 8 contains 9687 members 
Mstep: Class 9 contains 25404 members 
Mstep: Class 10 contains 33136 members 
Mstep: Class 11 contains 2157 members 
Mstep: Class 12 contains 73215 members 
Mstep: Class 13 contains 18157 members 
Mstep: Class 14 contains 146792 members 
Mstep: Class 15 contains 2492 members 
Mstep: Class 16 contains 17904 members 
Mstep: Class 17 contains 9552 members 
Mstep: Class 18 contains 20962 members 
Mstep: Class 19 contains 35011 members 
Mstep: Class 20 contains 5783 members 
Mstep: Class 21 contains 11907 members 
Mstep: Class 22 contains 3046 members 
Mstep: Class 23 contains 21817 members 
Mstep: Class 24 contains 39388 members 
Mstep: Class 25 contains 7911 members 
Mstep: Class 26 contains 3906 members 
Mstep: Class 27 contains 2333 members 
Mstep: Class 28 contains 23715 members 
Mstep: Class 29 contains 408 members 
Mstep: Class 30 contains 3822 members 
Mstep: Class 31 contains 12568 members 
Mstep: Class 32 contains 13767 members 
Mstep: Class 33 contains 8159 members 
Mstep: Class 34 contains 13796 members 
Mstep: Class 35 contains 2399 members 
Mstep: Class 36 contains 11696 members 
Mstep: Class 37 contains 3896 members 
Mstep: Class 38 contains 10204 members 
Mstep: Class 39 contains 38179 members 
Mstep: Class 40 contains 18637 members 
Mstep: Class 41 contains 1395 members 
Mstep: Class 42 contains 24673 members 
Mstep: Class 43 contains 4316 members 
Mstep: Class 44 contains 3287 members 
Mstep: Class 45 contains 4542 members 
Mstep: Class 46 contains 4040 members 
Mstep: Class 47 contains 25818 members 
Mstep: Class 48 contains 818 members 
Mstep: Class 49 contains 3200 members 
Mstep: Class 50 contains 22295 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100307512.000000 Penalty: 110644.859375
Iteration 196Q: 51 clusters Score -1.003075e+08 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 47702 members 
Mstep: Class 2 contains 5064 members 
Mstep: Class 3 contains 2098 members 
Mstep: Class 4 contains 3290 members 
Mstep: Class 5 contains 14505 members 
Mstep: Class 6 contains 1252 members 
Mstep: Class 7 contains 476 members 
Mstep: Class 8 contains 9692 members 
Mstep: Class 9 contains 25403 members 
Mstep: Class 10 contains 33134 members 
Mstep: Class 11 contains 2157 members 
Mstep: Class 12 contains 73209 members 
Mstep: Class 13 contains 18157 members 
Mstep: Class 14 contains 146798 members 
Mstep: Class 15 contains 2492 members 
Mstep: Class 16 contains 17907 members 
Mstep: Class 17 contains 9552 members 
Mstep: Class 18 contains 20963 members 
Mstep: Class 19 contains 35002 members 
Mstep: Class 20 contains 5781 members 
Mstep: Class 21 contains 11912 members 
Mstep: Class 22 contains 3045 members 
Mstep: Class 23 contains 21821 members 
Mstep: Class 24 contains 39386 members 
Mstep: Class 25 contains 7911 members 
Mstep: Class 26 contains 3905 members 
Mstep: Class 27 contains 2333 members 
Mstep: Class 28 contains 23716 members 
Mstep: Class 29 contains 408 members 
Mstep: Class 30 contains 3821 members 
Mstep: Class 31 contains 12568 members 
Mstep: Class 32 contains 13766 members 
Mstep: Class 33 contains 8158 members 
Mstep: Class 34 contains 13796 members 
Mstep: Class 35 contains 2399 members 
Mstep: Class 36 contains 11696 members 
Mstep: Class 37 contains 3894 members 
Mstep: Class 38 contains 10202 members 
Mstep: Class 39 contains 38177 members 
Mstep: Class 40 contains 18652 members 
Mstep: Class 41 contains 1395 members 
Mstep: Class 42 contains 24676 members 
Mstep: Class 43 contains 4316 members 
Mstep: Class 44 contains 3287 members 
Mstep: Class 45 contains 4542 members 
Mstep: Class 46 contains 4036 members 
Mstep: Class 47 contains 25817 members 
Mstep: Class 48 contains 818 members 
Mstep: Class 49 contains 3200 members 
Mstep: Class 50 contains 22294 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100307528.000000 Penalty: 110644.859375
Iteration 197Q: 51 clusters Score -1.003075e+08 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 47703 members 
Mstep: Class 2 contains 5061 members 
Mstep: Class 3 contains 2098 members 
Mstep: Class 4 contains 3290 members 
Mstep: Class 5 contains 14505 members 
Mstep: Class 6 contains 1252 members 
Mstep: Class 7 contains 476 members 
Mstep: Class 8 contains 9714 members 
Mstep: Class 9 contains 25404 members 
Mstep: Class 10 contains 33131 members 
Mstep: Class 11 contains 2157 members 
Mstep: Class 12 contains 73208 members 
Mstep: Class 13 contains 18157 members 
Mstep: Class 14 contains 146796 members 
Mstep: Class 15 contains 2491 members 
Mstep: Class 16 contains 17908 members 
Mstep: Class 17 contains 9550 members 
Mstep: Class 18 contains 20955 members 
Mstep: Class 19 contains 34997 members 
Mstep: Class 20 contains 5778 members 
Mstep: Class 21 contains 11913 members 
Mstep: Class 22 contains 3046 members 
Mstep: Class 23 contains 21826 members 
Mstep: Class 24 contains 39386 members 
Mstep: Class 25 contains 7911 members 
Mstep: Class 26 contains 3902 members 
Mstep: Class 27 contains 2333 members 
Mstep: Class 28 contains 23712 members 
Mstep: Class 29 contains 408 members 
Mstep: Class 30 contains 3814 members 
Mstep: Class 31 contains 12568 members 
Mstep: Class 32 contains 13766 members 
Mstep: Class 33 contains 8158 members 
Mstep: Class 34 contains 13796 members 
Mstep: Class 35 contains 2399 members 
Mstep: Class 36 contains 11696 members 
Mstep: Class 37 contains 3896 members 
Mstep: Class 38 contains 10198 members 
Mstep: Class 39 contains 38178 members 
Mstep: Class 40 contains 18657 members 
Mstep: Class 41 contains 1395 members 
Mstep: Class 42 contains 24677 members 
Mstep: Class 43 contains 4316 members 
Mstep: Class 44 contains 3287 members 
Mstep: Class 45 contains 4542 members 
Mstep: Class 46 contains 4040 members 
Mstep: Class 47 contains 25819 members 
Mstep: Class 48 contains 818 members 
Mstep: Class 49 contains 3200 members 
Mstep: Class 50 contains 22293 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100307512.000000 Penalty: 110644.859375
Iteration 198Q: 51 clusters Score -1.003075e+08 nChanged 99
Entering ConstructFrom: 
Score: -100307512.000000 Penalty: 110644.859375
Entering ConstructFrom: 
Trying to split cluster 1 (47709 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47709 members 
Entering Unmasked Estep 
Score: -5974091.000000 Penalty: 1750.592285
	Iteration 0F: 2 clusters Score -5974091 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23965 members 
Mstep: Class 2 contains 23744 members 
Entering Unmasked Estep 
Score: -5942254.500000 Penalty: 3501.184570
	Iteration 0F: 3 clusters Score -5942254 nChanged 22369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24576 members 
Mstep: Class 2 contains 23133 members 
Entering Unmasked Estep 
Score: -5955233.500000 Penalty: 3501.184570
	Iteration 1F: 3 clusters Score -5955234 nChanged 2335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24763 members 
Mstep: Class 2 contains 22946 members 
Entering Unmasked Estep 
Score: -5956123.000000 Penalty: 3501.184570
	Iteration 2Q: 3 clusters Score -5956123 nChanged 2414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25007 members 
Mstep: Class 2 contains 22702 members 
Entering Unmasked Estep 
Score: -5957160.500000 Penalty: 3501.184570
	Iteration 3F: 3 clusters Score -5957160 nChanged 2504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25319 members 
Mstep: Class 2 contains 22390 members 
Entering Unmasked Estep 
Score: -5958437.500000 Penalty: 3501.184570
	Iteration 4F: 3 clusters Score -5958438 nChanged 2669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25744 members 
Mstep: Class 2 contains 21965 members 
Entering Unmasked Estep 
Score: -5959875.000000 Penalty: 3501.184570
	Iteration 5F: 3 clusters Score -5959875 nChanged 2695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26181 members 
Mstep: Class 2 contains 21528 members 
Entering Unmasked Estep 
Score: -5961482.000000 Penalty: 3501.184570
	Iteration 6F: 3 clusters Score -5961482 nChanged 2737
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26708 members 
Mstep: Class 2 contains 21001 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 27227 members 
Mstep: Class 2 contains 20482 members 
Entering Unmasked Estep 
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	Iteration 8F: 3 clusters Score -5965268 nChanged 2490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27655 members 
Mstep: Class 2 contains 20054 members 
Entering Unmasked Estep 
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	Iteration 9F: 3 clusters Score -5966968 nChanged 2050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28021 members 
Mstep: Class 2 contains 19688 members 
Entering Unmasked Estep 
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	Iteration 10Q: 3 clusters Score -5968102 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28351 members 
Mstep: Class 2 contains 19358 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -5968677 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28663 members 
Mstep: Class 2 contains 19046 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -5969025 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28958 members 
Mstep: Class 2 contains 18751 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -5969254 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29277 members 
Mstep: Class 2 contains 18432 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -5969418 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29610 members 
Mstep: Class 2 contains 18099 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -5969538 nChanged 497
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29953 members 
Mstep: Class 2 contains 17756 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -5969638 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30294 members 
Mstep: Class 2 contains 17415 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -5969757 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30597 members 
Mstep: Class 2 contains 17112 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -5969830 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30881 members 
Mstep: Class 2 contains 16828 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -5969866 nChanged 296
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31139 members 
Mstep: Class 2 contains 16570 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -5969954 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31409 members 
Mstep: Class 2 contains 16300 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -5969990 nChanged 296
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31691 members 
Mstep: Class 2 contains 16018 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -5970041 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31933 members 
Mstep: Class 2 contains 15776 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -5970088 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32155 members 
Mstep: Class 2 contains 15554 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -5970114 nChanged 209
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32358 members 
Mstep: Class 2 contains 15351 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -5970157 nChanged 247
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32597 members 
Mstep: Class 2 contains 15112 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -5970166 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32835 members 
Mstep: Class 2 contains 14874 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -5970190 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33067 members 
Mstep: Class 2 contains 14642 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -5970259 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33267 members 
Mstep: Class 2 contains 14442 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -5970291 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33463 members 
Mstep: Class 2 contains 14246 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -5970317 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33656 members 
Mstep: Class 2 contains 14053 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -5970342 nChanged 210
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33862 members 
Mstep: Class 2 contains 13847 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -5970368 nChanged 203
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Mstep: Class 1 contains 34065 members 
Mstep: Class 2 contains 13644 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -5970377 nChanged 173
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34238 members 
Mstep: Class 2 contains 13471 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -5970375 nChanged 185
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34419 members 
Mstep: Class 2 contains 13290 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -5970410 nChanged 189
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34606 members 
Mstep: Class 2 contains 13103 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -5970422 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34780 members 
Mstep: Class 2 contains 12929 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -5970434 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34960 members 
Mstep: Class 2 contains 12749 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -5970486 nChanged 155
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35115 members 
Mstep: Class 2 contains 12594 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -5970498 nChanged 152
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35265 members 
Mstep: Class 2 contains 12444 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -5970520 nChanged 166
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Mstep: Class 1 contains 35431 members 
Mstep: Class 2 contains 12278 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -5970536 nChanged 156
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Mstep: Class 1 contains 35587 members 
Mstep: Class 2 contains 12122 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -5970556 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35733 members 
Mstep: Class 2 contains 11976 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -5970576 nChanged 132
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35865 members 
Mstep: Class 2 contains 11844 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -5970593 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35986 members 
Mstep: Class 2 contains 11723 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -5970598 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36102 members 
Mstep: Class 2 contains 11607 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -5970598 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36221 members 
Mstep: Class 2 contains 11488 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -5970611 nChanged 124
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36345 members 
Mstep: Class 2 contains 11364 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -5970627 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36468 members 
Mstep: Class 2 contains 11241 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -5970648 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36579 members 
Mstep: Class 2 contains 11130 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -5970662 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36666 members 
Mstep: Class 2 contains 11043 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -5970660 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36749 members 
Mstep: Class 2 contains 10960 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -5970650 nChanged 92
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36841 members 
Mstep: Class 2 contains 10868 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -5970688 nChanged 90
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36931 members 
Mstep: Class 2 contains 10778 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -5970696 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37028 members 
Mstep: Class 2 contains 10681 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -5970690 nChanged 102
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37128 members 
Mstep: Class 2 contains 10581 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -5970684 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37239 members 
Mstep: Class 2 contains 10470 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -5970704 nChanged 110
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37349 members 
Mstep: Class 2 contains 10360 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -5970705 nChanged 108
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37457 members 
Mstep: Class 2 contains 10252 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -5970717 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37550 members 
Mstep: Class 2 contains 10159 members 
Entering Unmasked Estep 
Score: -5970721.500000 Penalty: 3501.184570
	Iteration 60F: 3 clusters Score -5970722 nChanged 96
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37646 members 
Mstep: Class 2 contains 10063 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -5970732 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37747 members 
Mstep: Class 2 contains 9962 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -5970733 nChanged 93
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Mstep: Class 1 contains 37840 members 
Mstep: Class 2 contains 9869 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -5970744 nChanged 101
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Mstep: Class 1 contains 37941 members 
Mstep: Class 2 contains 9768 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -5970776 nChanged 99
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Mstep: Class 1 contains 38040 members 
Mstep: Class 2 contains 9669 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -5970788 nChanged 108
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Mstep: Class 1 contains 38148 members 
Mstep: Class 2 contains 9561 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -5970770 nChanged 131
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Mstep: Class 1 contains 38277 members 
Mstep: Class 2 contains 9432 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -5970782 nChanged 125
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Mstep: Class 1 contains 38402 members 
Mstep: Class 2 contains 9307 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -5970798 nChanged 125
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Mstep: Class 1 contains 38527 members 
Mstep: Class 2 contains 9182 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -5970824 nChanged 124
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Mstep: Class 1 contains 38651 members 
Mstep: Class 2 contains 9058 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -5970830 nChanged 144
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38793 members 
Mstep: Class 2 contains 8916 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -5970834 nChanged 152
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Mstep: Class 1 contains 38945 members 
Mstep: Class 2 contains 8764 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -5970850 nChanged 162
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Mstep: Class 1 contains 39107 members 
Mstep: Class 2 contains 8602 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -5970856 nChanged 150
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Mstep: Class 1 contains 39257 members 
Mstep: Class 2 contains 8452 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -5970889 nChanged 155
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Mstep: Class 1 contains 39412 members 
Mstep: Class 2 contains 8297 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -5970885 nChanged 149
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Mstep: Class 1 contains 39561 members 
Mstep: Class 2 contains 8148 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -5970888 nChanged 154
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Mstep: Class 1 contains 39715 members 
Mstep: Class 2 contains 7994 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -5970922 nChanged 147
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Mstep: Class 1 contains 39862 members 
Mstep: Class 2 contains 7847 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -5970938 nChanged 148
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Mstep: Class 1 contains 40010 members 
Mstep: Class 2 contains 7699 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -5970959 nChanged 154
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Mstep: Class 1 contains 40164 members 
Mstep: Class 2 contains 7545 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -5970982 nChanged 145
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Mstep: Class 1 contains 40309 members 
Mstep: Class 2 contains 7400 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -5971017 nChanged 143
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Mstep: Class 1 contains 40452 members 
Mstep: Class 2 contains 7257 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -5971044 nChanged 149
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Mstep: Class 1 contains 40601 members 
Mstep: Class 2 contains 7108 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -5971066 nChanged 142
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Mstep: Class 1 contains 40743 members 
Mstep: Class 2 contains 6966 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -5971071 nChanged 145
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Mstep: Class 1 contains 40884 members 
Mstep: Class 2 contains 6825 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -5971086 nChanged 139
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Mstep: Class 1 contains 41019 members 
Mstep: Class 2 contains 6690 members 
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	Iteration 86Q: 3 clusters Score -5971123 nChanged 140
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Mstep: Class 1 contains 41155 members 
Mstep: Class 2 contains 6554 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -5971142 nChanged 130
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Mstep: Class 1 contains 41283 members 
Mstep: Class 2 contains 6426 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -5971170 nChanged 137
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41420 members 
Mstep: Class 2 contains 6289 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -5971192 nChanged 134
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Mstep: Class 1 contains 41548 members 
Mstep: Class 2 contains 6161 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -5971206 nChanged 132
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Mstep: Class 1 contains 41680 members 
Mstep: Class 2 contains 6029 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -5971225 nChanged 136
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41816 members 
Mstep: Class 2 contains 5893 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -5971266 nChanged 150
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Mstep: Class 1 contains 41966 members 
Mstep: Class 2 contains 5743 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -5971298 nChanged 147
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Mstep: Class 1 contains 42113 members 
Mstep: Class 2 contains 5596 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -5971340 nChanged 156
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Mstep: Class 1 contains 42267 members 
Mstep: Class 2 contains 5442 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -5971376 nChanged 143
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Mstep: Class 1 contains 42408 members 
Mstep: Class 2 contains 5301 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -5971414 nChanged 154
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Mstep: Class 1 contains 42556 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -5971432 nChanged 152
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Mstep: Class 1 contains 42692 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -5971482 nChanged 192
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Mstep: Class 1 contains 42868 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -5971537.000000 Penalty: 3501.184570
	Iteration 99Q: 3 clusters Score -5971537 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43040 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -5971593.000000 Penalty: 3501.184570
	Iteration 100F: 3 clusters Score -5971593 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43229 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -5971668.000000 Penalty: 3501.184570
	Iteration 101Q: 3 clusters Score -5971668 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43418 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -5971801.000000 Penalty: 3501.184570
	Iteration 102Q: 3 clusters Score -5971801 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43634 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -5971890.000000 Penalty: 3501.184570
	Iteration 103Q: 3 clusters Score -5971890 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43850 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -5972029.000000 Penalty: 3501.184570
	Iteration 104Q: 3 clusters Score -5972029 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44047 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -5972145.000000 Penalty: 3501.184570
	Iteration 105Q: 3 clusters Score -5972145 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44216 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -5972236.500000 Penalty: 3501.184570
	Iteration 106Q: 3 clusters Score -5972236 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44380 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -5972349.500000 Penalty: 3501.184570
	Iteration 107Q: 3 clusters Score -5972350 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44552 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -5972442.000000 Penalty: 3501.184570
	Iteration 108Q: 3 clusters Score -5972442 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44698 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -5972525.500000 Penalty: 3501.184570
	Iteration 109Q: 3 clusters Score -5972526 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44835 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -5972579.500000 Penalty: 3501.184570
	Iteration 110Q: 3 clusters Score -5972580 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44949 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -5972627.500000 Penalty: 3501.184570
	Iteration 111Q: 3 clusters Score -5972628 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45053 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -5972679.500000 Penalty: 3501.184570
	Iteration 112Q: 3 clusters Score -5972680 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45154 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -5972699.000000 Penalty: 3501.184570
	Iteration 113Q: 3 clusters Score -5972699 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45248 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -5972753.000000 Penalty: 3501.184570
	Iteration 114Q: 3 clusters Score -5972753 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45331 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -5972785.000000 Penalty: 3501.184570
	Iteration 115Q: 3 clusters Score -5972785 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45408 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -5972812.000000 Penalty: 3501.184570
	Iteration 116Q: 3 clusters Score -5972812 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45464 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -5972821.000000 Penalty: 3501.184570
	Iteration 117Q: 3 clusters Score -5972821 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45505 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -5972824.000000 Penalty: 3501.184570
	Iteration 118Q: 3 clusters Score -5972824 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45538 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -5972824.000000 Penalty: 3501.184570
	Iteration 119Q: 3 clusters Score -5972824 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45563 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -5972851.000000 Penalty: 3501.184570
	Iteration 120F: 3 clusters Score -5972851 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45583 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -5972854.000000 Penalty: 3501.184570
	Iteration 121Q: 3 clusters Score -5972854 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45598 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -5972859.000000 Penalty: 3501.184570
	Iteration 122Q: 3 clusters Score -5972859 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45611 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -5972862.000000 Penalty: 3501.184570
	Iteration 123Q: 3 clusters Score -5972862 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45625 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -5972863.000000 Penalty: 3501.184570
	Iteration 124Q: 3 clusters Score -5972863 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45635 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -5972861.000000 Penalty: 3501.184570
	Iteration 125Q: 3 clusters Score -5972861 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45646 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -5972859.000000 Penalty: 3501.184570
	Iteration 126Q: 3 clusters Score -5972859 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45647 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -5972856.500000 Penalty: 3501.184570
	Iteration 127Q: 3 clusters Score -5972856 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45648 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -5972858.500000 Penalty: 3501.184570
	Iteration 128Q: 3 clusters Score -5972858 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45649 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -5972862.500000 Penalty: 3501.184570
	Iteration 129Q: 3 clusters Score -5972862 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45649 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -5972862.500000 Penalty: 3501.184570
	Iteration 130F: 3 clusters Score -5972862 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (5058 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Entering Unmasked Estep 
Score: -612636.062500 Penalty: 1385.918091
	Iteration 0F: 2 clusters Score -612636.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -608680.812500 Penalty: 2771.836182
	Iteration 0F: 3 clusters Score -608680.8 nChanged 2004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -609781.812500 Penalty: 2771.836182
	Iteration 1F: 3 clusters Score -609781.8 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -609998.250000 Penalty: 2771.836182
	Iteration 2F: 3 clusters Score -609998.2 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -610155.250000 Penalty: 2771.836182
	Iteration 3F: 3 clusters Score -610155.2 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -610280.500000 Penalty: 2771.836182
	Iteration 4Q: 3 clusters Score -610280.5 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -610396.250000 Penalty: 2771.836182
	Iteration 5Q: 3 clusters Score -610396.2 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -610486.625000 Penalty: 2771.836182
	Iteration 6Q: 3 clusters Score -610486.6 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -610599.750000 Penalty: 2771.836182
	Iteration 7Q: 3 clusters Score -610599.8 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -610703.125000 Penalty: 2771.836182
	Iteration 8Q: 3 clusters Score -610703.1 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -610819.375000 Penalty: 2771.836182
	Iteration 9Q: 3 clusters Score -610819.4 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -610919.437500 Penalty: 2771.836182
	Iteration 10Q: 3 clusters Score -610919.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -611006.562500 Penalty: 2771.836182
	Iteration 11Q: 3 clusters Score -611006.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -611102.937500 Penalty: 2771.836182
	Iteration 12Q: 3 clusters Score -611102.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -611189.562500 Penalty: 2771.836182
	Iteration 13Q: 3 clusters Score -611189.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -611252.312500 Penalty: 2771.836182
	Iteration 14Q: 3 clusters Score -611252.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -611310.562500 Penalty: 2771.836182
	Iteration 15Q: 3 clusters Score -611310.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -611353.125000 Penalty: 2771.836182
	Iteration 16Q: 3 clusters Score -611353.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -611394.062500 Penalty: 2771.836182
	Iteration 17Q: 3 clusters Score -611394.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -611425.500000 Penalty: 2771.836182
	Iteration 18Q: 3 clusters Score -611425.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -611447.000000 Penalty: 2771.836182
	Iteration 19Q: 3 clusters Score -611447 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -611457.250000 Penalty: 2771.836182
	Iteration 20F: 3 clusters Score -611457.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -611460.875000 Penalty: 2771.836182
	Iteration 21Q: 3 clusters Score -611460.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -611463.312500 Penalty: 2771.836182
	Iteration 22Q: 3 clusters Score -611463.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -611465.437500 Penalty: 2771.836182
	Iteration 23Q: 3 clusters Score -611465.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -611465.312500 Penalty: 2771.836182
	Iteration 24Q: 3 clusters Score -611465.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -611465.562500 Penalty: 2771.836182
	Iteration 25Q: 3 clusters Score -611465.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -611465.562500 Penalty: 2771.836182
	Iteration 26F: 3 clusters Score -611465.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (2098 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Entering Unmasked Estep 
Score: -247738.609375 Penalty: 1242.920166
	Iteration 0F: 2 clusters Score -247738.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -245541.328125 Penalty: 2485.840332
	Iteration 0F: 3 clusters Score -245541.3 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -246067.359375 Penalty: 2485.840332
	Iteration 1F: 3 clusters Score -246067.4 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -246225.921875 Penalty: 2485.840332
	Iteration 2F: 3 clusters Score -246225.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -246340.718750 Penalty: 2485.840332
	Iteration 3F: 3 clusters Score -246340.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -246432.187500 Penalty: 2485.840332
	Iteration 4Q: 3 clusters Score -246432.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -246527.468750 Penalty: 2485.840332
	Iteration 5F: 3 clusters Score -246527.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -246612.828125 Penalty: 2485.840332
	Iteration 6Q: 3 clusters Score -246612.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -246687.468750 Penalty: 2485.840332
	Iteration 7Q: 3 clusters Score -246687.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -246751.390625 Penalty: 2485.840332
	Iteration 8Q: 3 clusters Score -246751.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -246802.968750 Penalty: 2485.840332
	Iteration 9Q: 3 clusters Score -246803 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -246845.812500 Penalty: 2485.840332
	Iteration 10Q: 3 clusters Score -246845.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -246876.421875 Penalty: 2485.840332
	Iteration 11Q: 3 clusters Score -246876.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -246891.218750 Penalty: 2485.840332
	Iteration 12Q: 3 clusters Score -246891.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -246903.453125 Penalty: 2485.840332
	Iteration 13Q: 3 clusters Score -246903.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -246913.421875 Penalty: 2485.840332
	Iteration 14Q: 3 clusters Score -246913.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -246919.671875 Penalty: 2485.840332
	Iteration 15Q: 3 clusters Score -246919.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -246925.359375 Penalty: 2485.840332
	Iteration 16Q: 3 clusters Score -246925.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -246932.390625 Penalty: 2485.840332
	Iteration 17Q: 3 clusters Score -246932.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -246934.843750 Penalty: 2485.840332
	Iteration 18Q: 3 clusters Score -246934.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -246936.671875 Penalty: 2485.840332
	Iteration 19Q: 3 clusters Score -246936.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -246937.953125 Penalty: 2485.840332
	Iteration 20F: 3 clusters Score -246938 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -246937.718750 Penalty: 2485.840332
	Iteration 21Q: 3 clusters Score -246937.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -246941.078125 Penalty: 2485.840332
	Iteration 22Q: 3 clusters Score -246941.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -246943.421875 Penalty: 2485.840332
	Iteration 23Q: 3 clusters Score -246943.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -246945.140625 Penalty: 2485.840332
	Iteration 24Q: 3 clusters Score -246945.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -246945.703125 Penalty: 2485.840332
	Iteration 25Q: 3 clusters Score -246945.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -246946.125000 Penalty: 2485.840332
	Iteration 26Q: 3 clusters Score -246946.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -246946.125000 Penalty: 2485.840332
	Iteration 27F: 3 clusters Score -246946.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (3290 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Entering Unmasked Estep 
Score: -407232.187500 Penalty: 1316.029541
	Iteration 0F: 2 clusters Score -407232.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -404331.875000 Penalty: 2632.059082
	Iteration 0F: 3 clusters Score -404331.9 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -405121.968750 Penalty: 2632.059082
	Iteration 1F: 3 clusters Score -405122 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -405291.875000 Penalty: 2632.059082
	Iteration 2F: 3 clusters Score -405291.9 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -405437.437500 Penalty: 2632.059082
	Iteration 3F: 3 clusters Score -405437.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -405535.687500 Penalty: 2632.059082
	Iteration 4Q: 3 clusters Score -405535.7 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -405617.625000 Penalty: 2632.059082
	Iteration 5Q: 3 clusters Score -405617.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -405692.312500 Penalty: 2632.059082
	Iteration 6Q: 3 clusters Score -405692.3 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -405774.250000 Penalty: 2632.059082
	Iteration 7Q: 3 clusters Score -405774.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -405869.281250 Penalty: 2632.059082
	Iteration 8Q: 3 clusters Score -405869.3 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -405959.843750 Penalty: 2632.059082
	Iteration 9Q: 3 clusters Score -405959.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -406043.843750 Penalty: 2632.059082
	Iteration 10Q: 3 clusters Score -406043.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -406126.250000 Penalty: 2632.059082
	Iteration 11Q: 3 clusters Score -406126.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -406235.343750 Penalty: 2632.059082
	Iteration 12Q: 3 clusters Score -406235.3 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -406340.156250 Penalty: 2632.059082
	Iteration 13Q: 3 clusters Score -406340.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -406444.062500 Penalty: 2632.059082
	Iteration 14Q: 3 clusters Score -406444.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -406569.968750 Penalty: 2632.059082
	Iteration 15Q: 3 clusters Score -406570 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -406709.468750 Penalty: 2632.059082
	Iteration 16Q: 3 clusters Score -406709.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -406816.656250 Penalty: 2632.059082
	Iteration 17Q: 3 clusters Score -406816.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -406888.406250 Penalty: 2632.059082
	Iteration 18Q: 3 clusters Score -406888.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -406910.000000 Penalty: 2632.059082
	Iteration 19Q: 3 clusters Score -406910 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -406930.593750 Penalty: 2632.059082
	Iteration 20F: 3 clusters Score -406930.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -406937.812500 Penalty: 2632.059082
	Iteration 21Q: 3 clusters Score -406937.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -406940.593750 Penalty: 2632.059082
	Iteration 22Q: 3 clusters Score -406940.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -406945.031250 Penalty: 2632.059082
	Iteration 23Q: 3 clusters Score -406945 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -406948.000000 Penalty: 2632.059082
	Iteration 24Q: 3 clusters Score -406948 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -406951.625000 Penalty: 2632.059082
	Iteration 25Q: 3 clusters Score -406951.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -406953.625000 Penalty: 2632.059082
	Iteration 26Q: 3 clusters Score -406953.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -406954.968750 Penalty: 2632.059082
	Iteration 27Q: 3 clusters Score -406955 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -406956.875000 Penalty: 2632.059082
	Iteration 28Q: 3 clusters Score -406956.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -406961.062500 Penalty: 2632.059082
	Iteration 29Q: 3 clusters Score -406961.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -406964.593750 Penalty: 2632.059082
	Iteration 30Q: 3 clusters Score -406964.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -406966.343750 Penalty: 2632.059082
	Iteration 31Q: 3 clusters Score -406966.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -406966.750000 Penalty: 2632.059082
	Iteration 32Q: 3 clusters Score -406966.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -406966.750000 Penalty: 2632.059082
	Iteration 33F: 3 clusters Score -406966.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (14507 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14507 members 
Entering Unmasked Estep 
Score: -1831410.250000 Penalty: 1557.137939
	Iteration 0F: 2 clusters Score -1831410 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7260 members 
Mstep: Class 2 contains 7247 members 
Entering Unmasked Estep 
Score: -1821371.250000 Penalty: 3114.275879
	Iteration 0F: 3 clusters Score -1821371 nChanged 6376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7284 members 
Mstep: Class 2 contains 7223 members 
Entering Unmasked Estep 
Score: -1825035.375000 Penalty: 3114.275879
	Iteration 1F: 3 clusters Score -1825035 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7287 members 
Mstep: Class 2 contains 7220 members 
Entering Unmasked Estep 
Score: -1825597.625000 Penalty: 3114.275879
	Iteration 2F: 3 clusters Score -1825598 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7312 members 
Mstep: Class 2 contains 7195 members 
Entering Unmasked Estep 
Score: -1826303.375000 Penalty: 3114.275879
	Iteration 3F: 3 clusters Score -1826303 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7300 members 
Mstep: Class 2 contains 7207 members 
Entering Unmasked Estep 
Score: -1827043.250000 Penalty: 3114.275879
	Iteration 4F: 3 clusters Score -1827043 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7237 members 
Mstep: Class 2 contains 7270 members 
Entering Unmasked Estep 
Score: -1827738.125000 Penalty: 3114.275879
	Iteration 5F: 3 clusters Score -1827738 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7109 members 
Mstep: Class 2 contains 7398 members 
Entering Unmasked Estep 
Score: -1828410.250000 Penalty: 3114.275879
	Iteration 6F: 3 clusters Score -1828410 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6933 members 
Mstep: Class 2 contains 7574 members 
Entering Unmasked Estep 
Score: -1829083.125000 Penalty: 3114.275879
	Iteration 7F: 3 clusters Score -1829083 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6833 members 
Mstep: Class 2 contains 7674 members 
Entering Unmasked Estep 
Score: -1829653.625000 Penalty: 3114.275879
	Iteration 8F: 3 clusters Score -1829654 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6801 members 
Mstep: Class 2 contains 7706 members 
Entering Unmasked Estep 
Score: -1830025.125000 Penalty: 3114.275879
	Iteration 9Q: 3 clusters Score -1830025 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6802 members 
Mstep: Class 2 contains 7705 members 
Entering Unmasked Estep 
Score: -1830240.625000 Penalty: 3114.275879
	Iteration 10Q: 3 clusters Score -1830241 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6816 members 
Mstep: Class 2 contains 7691 members 
Entering Unmasked Estep 
Score: -1830365.875000 Penalty: 3114.275879
	Iteration 11Q: 3 clusters Score -1830366 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6854 members 
Mstep: Class 2 contains 7653 members 
Entering Unmasked Estep 
Score: -1830444.875000 Penalty: 3114.275879
	Iteration 12Q: 3 clusters Score -1830445 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6896 members 
Mstep: Class 2 contains 7611 members 
Entering Unmasked Estep 
Score: -1830506.250000 Penalty: 3114.275879
	Iteration 13Q: 3 clusters Score -1830506 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6950 members 
Mstep: Class 2 contains 7557 members 
Entering Unmasked Estep 
Score: -1830560.125000 Penalty: 3114.275879
	Iteration 14Q: 3 clusters Score -1830560 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7018 members 
Mstep: Class 2 contains 7489 members 
Entering Unmasked Estep 
Score: -1830627.375000 Penalty: 3114.275879
	Iteration 15Q: 3 clusters Score -1830627 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7121 members 
Mstep: Class 2 contains 7386 members 
Entering Unmasked Estep 
Score: -1830719.500000 Penalty: 3114.275879
	Iteration 16Q: 3 clusters Score -1830720 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7258 members 
Mstep: Class 2 contains 7249 members 
Entering Unmasked Estep 
Score: -1830837.125000 Penalty: 3114.275879
	Iteration 17Q: 3 clusters Score -1830837 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7414 members 
Mstep: Class 2 contains 7093 members 
Entering Unmasked Estep 
Score: -1831000.375000 Penalty: 3114.275879
	Iteration 18Q: 3 clusters Score -1831000 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7585 members 
Mstep: Class 2 contains 6922 members 
Entering Unmasked Estep 
Score: -1831155.375000 Penalty: 3114.275879
	Iteration 19Q: 3 clusters Score -1831155 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7725 members 
Mstep: Class 2 contains 6782 members 
Entering Unmasked Estep 
Score: -1831268.875000 Penalty: 3114.275879
	Iteration 20F: 3 clusters Score -1831269 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7824 members 
Mstep: Class 2 contains 6683 members 
Entering Unmasked Estep 
Score: -1831332.500000 Penalty: 3114.275879
	Iteration 21Q: 3 clusters Score -1831332 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7916 members 
Mstep: Class 2 contains 6591 members 
Entering Unmasked Estep 
Score: -1831388.250000 Penalty: 3114.275879
	Iteration 22Q: 3 clusters Score -1831388 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8014 members 
Mstep: Class 2 contains 6493 members 
Entering Unmasked Estep 
Score: -1831447.000000 Penalty: 3114.275879
	Iteration 23Q: 3 clusters Score -1831447 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8100 members 
Mstep: Class 2 contains 6407 members 
Entering Unmasked Estep 
Score: -1831501.250000 Penalty: 3114.275879
	Iteration 24Q: 3 clusters Score -1831501 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8181 members 
Mstep: Class 2 contains 6326 members 
Entering Unmasked Estep 
Score: -1831548.125000 Penalty: 3114.275879
	Iteration 25Q: 3 clusters Score -1831548 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8249 members 
Mstep: Class 2 contains 6258 members 
Entering Unmasked Estep 
Score: -1831571.250000 Penalty: 3114.275879
	Iteration 26Q: 3 clusters Score -1831571 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8312 members 
Mstep: Class 2 contains 6195 members 
Entering Unmasked Estep 
Score: -1831596.250000 Penalty: 3114.275879
	Iteration 27Q: 3 clusters Score -1831596 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8366 members 
Mstep: Class 2 contains 6141 members 
Entering Unmasked Estep 
Score: -1831612.875000 Penalty: 3114.275879
	Iteration 28Q: 3 clusters Score -1831613 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8407 members 
Mstep: Class 2 contains 6100 members 
Entering Unmasked Estep 
Score: -1831627.625000 Penalty: 3114.275879
	Iteration 29Q: 3 clusters Score -1831628 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8450 members 
Mstep: Class 2 contains 6057 members 
Entering Unmasked Estep 
Score: -1831635.000000 Penalty: 3114.275879
	Iteration 30Q: 3 clusters Score -1831635 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8485 members 
Mstep: Class 2 contains 6022 members 
Entering Unmasked Estep 
Score: -1831647.125000 Penalty: 3114.275879
	Iteration 31Q: 3 clusters Score -1831647 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8525 members 
Mstep: Class 2 contains 5982 members 
Entering Unmasked Estep 
Score: -1831654.375000 Penalty: 3114.275879
	Iteration 32Q: 3 clusters Score -1831654 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8568 members 
Mstep: Class 2 contains 5939 members 
Entering Unmasked Estep 
Score: -1831670.000000 Penalty: 3114.275879
	Iteration 33Q: 3 clusters Score -1831670 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8600 members 
Mstep: Class 2 contains 5907 members 
Entering Unmasked Estep 
Score: -1831675.875000 Penalty: 3114.275879
	Iteration 34Q: 3 clusters Score -1831676 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8641 members 
Mstep: Class 2 contains 5866 members 
Entering Unmasked Estep 
Score: -1831689.875000 Penalty: 3114.275879
	Iteration 35Q: 3 clusters Score -1831690 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8668 members 
Mstep: Class 2 contains 5839 members 
Entering Unmasked Estep 
Score: -1831699.375000 Penalty: 3114.275879
	Iteration 36Q: 3 clusters Score -1831699 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8704 members 
Mstep: Class 2 contains 5803 members 
Entering Unmasked Estep 
Score: -1831703.125000 Penalty: 3114.275879
	Iteration 37Q: 3 clusters Score -1831703 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8735 members 
Mstep: Class 2 contains 5772 members 
Entering Unmasked Estep 
Score: -1831711.125000 Penalty: 3114.275879
	Iteration 38Q: 3 clusters Score -1831711 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8758 members 
Mstep: Class 2 contains 5749 members 
Entering Unmasked Estep 
Score: -1831711.125000 Penalty: 3114.275879
	Iteration 39Q: 3 clusters Score -1831711 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8771 members 
Mstep: Class 2 contains 5736 members 
Entering Unmasked Estep 
Score: -1831711.250000 Penalty: 3114.275879
	Iteration 40F: 3 clusters Score -1831711 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8783 members 
Mstep: Class 2 contains 5724 members 
Entering Unmasked Estep 
Score: -1831714.500000 Penalty: 3114.275879
	Iteration 41Q: 3 clusters Score -1831714 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8793 members 
Mstep: Class 2 contains 5714 members 
Entering Unmasked Estep 
Score: -1831718.125000 Penalty: 3114.275879
	Iteration 42Q: 3 clusters Score -1831718 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8802 members 
Mstep: Class 2 contains 5705 members 
Entering Unmasked Estep 
Score: -1831714.125000 Penalty: 3114.275879
	Iteration 43Q: 3 clusters Score -1831714 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8807 members 
Mstep: Class 2 contains 5700 members 
Entering Unmasked Estep 
Score: -1831713.000000 Penalty: 3114.275879
	Iteration 44Q: 3 clusters Score -1831713 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8814 members 
Mstep: Class 2 contains 5693 members 
Entering Unmasked Estep 
Score: -1831719.375000 Penalty: 3114.275879
	Iteration 45Q: 3 clusters Score -1831719 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8819 members 
Mstep: Class 2 contains 5688 members 
Entering Unmasked Estep 
Score: -1831723.625000 Penalty: 3114.275879
	Iteration 46Q: 3 clusters Score -1831724 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8823 members 
Mstep: Class 2 contains 5684 members 
Entering Unmasked Estep 
Score: -1831727.625000 Penalty: 3114.275879
	Iteration 47Q: 3 clusters Score -1831728 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8826 members 
Mstep: Class 2 contains 5681 members 
Entering Unmasked Estep 
Score: -1831724.500000 Penalty: 3114.275879
	Iteration 48Q: 3 clusters Score -1831724 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8830 members 
Mstep: Class 2 contains 5677 members 
Entering Unmasked Estep 
Score: -1831722.625000 Penalty: 3114.275879
	Iteration 49Q: 3 clusters Score -1831723 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8833 members 
Mstep: Class 2 contains 5674 members 
Entering Unmasked Estep 
Score: -1831721.500000 Penalty: 3114.275879
	Iteration 50Q: 3 clusters Score -1831722 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8837 members 
Mstep: Class 2 contains 5670 members 
Entering Unmasked Estep 
Score: -1831721.750000 Penalty: 3114.275879
	Iteration 51Q: 3 clusters Score -1831722 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8841 members 
Mstep: Class 2 contains 5666 members 
Entering Unmasked Estep 
Score: -1831722.500000 Penalty: 3114.275879
	Iteration 52Q: 3 clusters Score -1831722 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8845 members 
Mstep: Class 2 contains 5662 members 
Entering Unmasked Estep 
Score: -1831728.125000 Penalty: 3114.275879
	Iteration 53Q: 3 clusters Score -1831728 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8849 members 
Mstep: Class 2 contains 5658 members 
Entering Unmasked Estep 
Score: -1831728.625000 Penalty: 3114.275879
	Iteration 54Q: 3 clusters Score -1831729 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8854 members 
Mstep: Class 2 contains 5653 members 
Entering Unmasked Estep 
Score: -1831729.875000 Penalty: 3114.275879
	Iteration 55Q: 3 clusters Score -1831730 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8862 members 
Mstep: Class 2 contains 5645 members 
Entering Unmasked Estep 
Score: -1831728.250000 Penalty: 3114.275879
	Iteration 56Q: 3 clusters Score -1831728 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8869 members 
Mstep: Class 2 contains 5638 members 
Entering Unmasked Estep 
Score: -1831728.750000 Penalty: 3114.275879
	Iteration 57Q: 3 clusters Score -1831729 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8874 members 
Mstep: Class 2 contains 5633 members 
Entering Unmasked Estep 
Score: -1831728.000000 Penalty: 3114.275879
	Iteration 58Q: 3 clusters Score -1831728 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8881 members 
Mstep: Class 2 contains 5626 members 
Entering Unmasked Estep 
Score: -1831731.375000 Penalty: 3114.275879
	Iteration 59Q: 3 clusters Score -1831731 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8890 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -1831731.750000 Penalty: 3114.275879
	Iteration 60F: 3 clusters Score -1831732 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8900 members 
Mstep: Class 2 contains 5607 members 
Entering Unmasked Estep 
Score: -1831732.125000 Penalty: 3114.275879
	Iteration 61Q: 3 clusters Score -1831732 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8905 members 
Mstep: Class 2 contains 5602 members 
Entering Unmasked Estep 
Score: -1831731.500000 Penalty: 3114.275879
	Iteration 62Q: 3 clusters Score -1831732 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8905 members 
Mstep: Class 2 contains 5602 members 
Entering Unmasked Estep 
Score: -1831731.500000 Penalty: 3114.275879
	Iteration 63F: 3 clusters Score -1831732 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 47709 members 
Mstep: Class 2 contains 5058 members 
Mstep: Class 3 contains 2098 members 
Mstep: Class 4 contains 3290 members 
Mstep: Class 5 contains 8905 members 
Mstep: Class 6 contains 1252 members 
Mstep: Class 7 contains 476 members 
Mstep: Class 8 contains 9740 members 
Mstep: Class 9 contains 25403 members 
Mstep: Class 10 contains 33129 members 
Mstep: Class 11 contains 2157 members 
Mstep: Class 12 contains 73208 members 
Mstep: Class 13 contains 18157 members 
Mstep: Class 14 contains 146798 members 
Mstep: Class 15 contains 2490 members 
Mstep: Class 16 contains 17908 members 
Mstep: Class 17 contains 9552 members 
Mstep: Class 18 contains 20948 members 
Mstep: Class 19 contains 34991 members 
Mstep: Class 20 contains 5769 members 
Mstep: Class 21 contains 11910 members 
Mstep: Class 22 contains 3046 members 
Mstep: Class 23 contains 21826 members 
Mstep: Class 24 contains 39386 members 
Mstep: Class 25 contains 7911 members 
Mstep: Class 26 contains 3900 members 
Mstep: Class 27 contains 2333 members 
Mstep: Class 28 contains 23701 members 
Mstep: Class 29 contains 408 members 
Mstep: Class 30 contains 3814 members 
Mstep: Class 31 contains 12568 members 
Mstep: Class 32 contains 13764 members 
Mstep: Class 33 contains 8158 members 
Mstep: Class 34 contains 13797 members 
Mstep: Class 35 contains 2399 members 
Mstep: Class 36 contains 11697 members 
Mstep: Class 37 contains 3894 members 
Mstep: Class 38 contains 10194 members 
Mstep: Class 39 contains 38181 members 
Mstep: Class 40 contains 18664 members 
Mstep: Class 41 contains 1395 members 
Mstep: Class 42 contains 24676 members 
Mstep: Class 43 contains 4316 members 
Mstep: Class 44 contains 3287 members 
Mstep: Class 45 contains 4541 members 
Mstep: Class 46 contains 4044 members 
Mstep: Class 47 contains 25819 members 
Mstep: Class 48 contains 818 members 
Mstep: Class 49 contains 3200 members 
Mstep: Class 50 contains 22294 members 
Mstep: Class 51 contains 5602 members 
Entering Unmasked Estep 
Score: -100307128.000000 Penalty: 112857.750000
Splitting cluster 5 changes total score from -100307512.000000 to -100307128.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (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: -154471.625000 Penalty: 1159.030884
	Iteration 0F: 2 clusters Score -154471.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -152906.984375 Penalty: 2318.061768
	Iteration 0F: 3 clusters Score -152907 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -153228.078125 Penalty: 2318.061768
	Iteration 1F: 3 clusters Score -153228.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -153322.390625 Penalty: 2318.061768
	Iteration 2F: 3 clusters Score -153322.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -153400.359375 Penalty: 2318.061768
	Iteration 3F: 3 clusters Score -153400.4 nChanged 47
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: -153448.187500 Penalty: 2318.061768
	Iteration 4Q: 3 clusters Score -153448.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -153480.437500 Penalty: 2318.061768
	Iteration 5Q: 3 clusters Score -153480.4 nChanged 25
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: -153508.250000 Penalty: 2318.061768
	Iteration 6Q: 3 clusters Score -153508.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -153531.953125 Penalty: 2318.061768
	Iteration 7Q: 3 clusters Score -153532 nChanged 18
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: -153551.078125 Penalty: 2318.061768
	Iteration 8Q: 3 clusters Score -153551.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -153561.062500 Penalty: 2318.061768
	Iteration 9Q: 3 clusters Score -153561.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -153565.437500 Penalty: 2318.061768
	Iteration 10Q: 3 clusters Score -153565.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -153566.140625 Penalty: 2318.061768
	Iteration 11Q: 3 clusters Score -153566.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -153566.640625 Penalty: 2318.061768
	Iteration 12Q: 3 clusters Score -153566.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -153566.796875 Penalty: 2318.061768
	Iteration 13Q: 3 clusters Score -153566.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -153566.796875 Penalty: 2318.061768
	Iteration 14F: 3 clusters Score -153566.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (476 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Entering Unmasked Estep 
Score: -50619.191406 Penalty: 1001.880371
	Iteration 0F: 2 clusters Score -50619.19 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 245 members 
Entering Unmasked Estep 
Score: -49737.750000 Penalty: 2003.760742
	Iteration 0F: 3 clusters Score -49737.75 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -50000.519531 Penalty: 2003.760742
	Iteration 1F: 3 clusters Score -50000.52 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -50161.242188 Penalty: 2003.760742
	Iteration 2F: 3 clusters Score -50161.24 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -50262.835938 Penalty: 2003.760742
	Iteration 3F: 3 clusters Score -50262.84 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -50310.421875 Penalty: 2003.760742
	Iteration 4Q: 3 clusters Score -50310.42 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -50361.355469 Penalty: 2003.760742
	Iteration 5Q: 3 clusters Score -50361.36 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -50396.441406 Penalty: 2003.760742
	Iteration 6Q: 3 clusters Score -50396.44 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -50415.839844 Penalty: 2003.760742
	Iteration 7Q: 3 clusters Score -50415.84 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -50438.351562 Penalty: 2003.760742
	Iteration 8Q: 3 clusters Score -50438.35 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -50454.339844 Penalty: 2003.760742
	Iteration 9Q: 3 clusters Score -50454.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -50465.769531 Penalty: 2003.760742
	Iteration 10Q: 3 clusters Score -50465.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -50467.882812 Penalty: 2003.760742
	Iteration 11Q: 3 clusters Score -50467.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -50468.882812 Penalty: 2003.760742
	Iteration 12Q: 3 clusters Score -50468.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -50473.187500 Penalty: 2003.760742
	Iteration 13Q: 3 clusters Score -50473.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -50474.617188 Penalty: 2003.760742
	Iteration 14Q: 3 clusters Score -50474.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -50479.308594 Penalty: 2003.760742
	Iteration 15Q: 3 clusters Score -50479.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -50482.015625 Penalty: 2003.760742
	Iteration 16Q: 3 clusters Score -50482.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -50482.015625 Penalty: 2003.760742
	Iteration 17F: 3 clusters Score -50482.02 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (9740 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9740 members 
Entering Unmasked Estep 
Score: -1172419.375000 Penalty: 1492.399414
	Iteration 0F: 2 clusters Score -1172419 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -1165436.875000 Penalty: 2984.798828
	Iteration 0F: 3 clusters Score -1165437 nChanged 4212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -1167771.500000 Penalty: 2984.798828
	Iteration 1F: 3 clusters Score -1167772 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -1168124.000000 Penalty: 2984.798828
	Iteration 2F: 3 clusters Score -1168124 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5275 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -1168444.500000 Penalty: 2984.798828
	Iteration 3F: 3 clusters Score -1168444 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5399 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -1168732.250000 Penalty: 2984.798828
	Iteration 4F: 3 clusters Score -1168732 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5538 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -1168985.250000 Penalty: 2984.798828
	Iteration 5Q: 3 clusters Score -1168985 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5678 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -1169224.750000 Penalty: 2984.798828
	Iteration 6Q: 3 clusters Score -1169225 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5852 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -1169435.625000 Penalty: 2984.798828
	Iteration 7Q: 3 clusters Score -1169436 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -1169609.250000 Penalty: 2984.798828
	Iteration 8Q: 3 clusters Score -1169609 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6202 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -1169766.125000 Penalty: 2984.798828
	Iteration 9Q: 3 clusters Score -1169766 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6365 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -1169907.000000 Penalty: 2984.798828
	Iteration 10Q: 3 clusters Score -1169907 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6511 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -1170037.375000 Penalty: 2984.798828
	Iteration 11Q: 3 clusters Score -1170037 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6667 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -1170155.750000 Penalty: 2984.798828
	Iteration 12Q: 3 clusters Score -1170156 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6834 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -1170278.000000 Penalty: 2984.798828
	Iteration 13Q: 3 clusters Score -1170278 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7010 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -1170409.125000 Penalty: 2984.798828
	Iteration 14Q: 3 clusters Score -1170409 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7149 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -1170494.375000 Penalty: 2984.798828
	Iteration 15Q: 3 clusters Score -1170494 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7274 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -1170568.875000 Penalty: 2984.798828
	Iteration 16Q: 3 clusters Score -1170569 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7413 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -1170638.250000 Penalty: 2984.798828
	Iteration 17Q: 3 clusters Score -1170638 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7531 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -1170687.000000 Penalty: 2984.798828
	Iteration 18Q: 3 clusters Score -1170687 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7645 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -1170742.125000 Penalty: 2984.798828
	Iteration 19Q: 3 clusters Score -1170742 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7770 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -1170806.375000 Penalty: 2984.798828
	Iteration 20F: 3 clusters Score -1170806 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7889 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -1170863.125000 Penalty: 2984.798828
	Iteration 21Q: 3 clusters Score -1170863 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8002 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -1170910.125000 Penalty: 2984.798828
	Iteration 22Q: 3 clusters Score -1170910 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8092 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -1170943.000000 Penalty: 2984.798828
	Iteration 23Q: 3 clusters Score -1170943 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8175 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -1170975.500000 Penalty: 2984.798828
	Iteration 24Q: 3 clusters Score -1170976 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8246 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -1171007.625000 Penalty: 2984.798828
	Iteration 25Q: 3 clusters Score -1171008 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8317 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -1171033.875000 Penalty: 2984.798828
	Iteration 26Q: 3 clusters Score -1171034 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8367 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -1171056.750000 Penalty: 2984.798828
	Iteration 27Q: 3 clusters Score -1171057 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8411 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -1171068.625000 Penalty: 2984.798828
	Iteration 28Q: 3 clusters Score -1171069 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8445 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -1171080.000000 Penalty: 2984.798828
	Iteration 29Q: 3 clusters Score -1171080 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8476 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -1171088.750000 Penalty: 2984.798828
	Iteration 30Q: 3 clusters Score -1171089 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8504 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -1171098.750000 Penalty: 2984.798828
	Iteration 31Q: 3 clusters Score -1171099 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8527 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -1171106.125000 Penalty: 2984.798828
	Iteration 32Q: 3 clusters Score -1171106 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8550 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -1171111.750000 Penalty: 2984.798828
	Iteration 33Q: 3 clusters Score -1171112 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8575 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -1171117.000000 Penalty: 2984.798828
	Iteration 34Q: 3 clusters Score -1171117 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8600 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -1171128.875000 Penalty: 2984.798828
	Iteration 35Q: 3 clusters Score -1171129 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8620 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -1171134.000000 Penalty: 2984.798828
	Iteration 36Q: 3 clusters Score -1171134 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8631 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -1171135.375000 Penalty: 2984.798828
	Iteration 37Q: 3 clusters Score -1171135 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8640 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -1171135.625000 Penalty: 2984.798828
	Iteration 38Q: 3 clusters Score -1171136 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8648 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -1171139.750000 Penalty: 2984.798828
	Iteration 39Q: 3 clusters Score -1171140 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8655 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -1171140.125000 Penalty: 2984.798828
	Iteration 40F: 3 clusters Score -1171140 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8658 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -1171141.000000 Penalty: 2984.798828
	Iteration 41Q: 3 clusters Score -1171141 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8660 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -1171141.625000 Penalty: 2984.798828
	Iteration 42Q: 3 clusters Score -1171142 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8661 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -1171141.125000 Penalty: 2984.798828
	Iteration 43Q: 3 clusters Score -1171141 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8663 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -1171141.500000 Penalty: 2984.798828
	Iteration 44Q: 3 clusters Score -1171142 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8666 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -1171143.000000 Penalty: 2984.798828
	Iteration 45Q: 3 clusters Score -1171143 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8668 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -1171143.125000 Penalty: 2984.798828
	Iteration 46Q: 3 clusters Score -1171143 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8670 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -1171142.500000 Penalty: 2984.798828
	Iteration 47Q: 3 clusters Score -1171142 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8672 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -1171143.125000 Penalty: 2984.798828
	Iteration 48Q: 3 clusters Score -1171143 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8674 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -1171145.250000 Penalty: 2984.798828
	Iteration 49Q: 3 clusters Score -1171145 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8675 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -1171143.750000 Penalty: 2984.798828
	Iteration 50Q: 3 clusters Score -1171144 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8675 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -1171143.750000 Penalty: 2984.798828
	Iteration 51F: 3 clusters Score -1171144 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (25403 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25403 members 
Entering Unmasked Estep 
Score: -3086184.250000 Penalty: 1648.176270
	Iteration 0F: 2 clusters Score -3086184 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12858 members 
Mstep: Class 2 contains 12545 members 
Entering Unmasked Estep 
Score: -3069075.500000 Penalty: 3296.352539
	Iteration 0F: 3 clusters Score -3069076 nChanged 11569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13953 members 
Mstep: Class 2 contains 11450 members 
Entering Unmasked Estep 
Score: -3075666.750000 Penalty: 3296.352539
	Iteration 1F: 3 clusters Score -3075667 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14525 members 
Mstep: Class 2 contains 10878 members 
Entering Unmasked Estep 
Score: -3076303.250000 Penalty: 3296.352539
	Iteration 2F: 3 clusters Score -3076303 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15315 members 
Mstep: Class 2 contains 10088 members 
Entering Unmasked Estep 
Score: -3077120.250000 Penalty: 3296.352539
	Iteration 3F: 3 clusters Score -3077120 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16291 members 
Mstep: Class 2 contains 9112 members 
Entering Unmasked Estep 
Score: -3078091.500000 Penalty: 3296.352539
	Iteration 4F: 3 clusters Score -3078092 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17379 members 
Mstep: Class 2 contains 8024 members 
Entering Unmasked Estep 
Score: -3079143.750000 Penalty: 3296.352539
	Iteration 5F: 3 clusters Score -3079144 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18557 members 
Mstep: Class 2 contains 6846 members 
Entering Unmasked Estep 
Score: -3080243.500000 Penalty: 3296.352539
	Iteration 6F: 3 clusters Score -3080244 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19694 members 
Mstep: Class 2 contains 5709 members 
Entering Unmasked Estep 
Score: -3081243.250000 Penalty: 3296.352539
	Iteration 7F: 3 clusters Score -3081243 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20742 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -3082090.500000 Penalty: 3296.352539
	Iteration 8Q: 3 clusters Score -3082090 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21648 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -3082784.000000 Penalty: 3296.352539
	Iteration 9Q: 3 clusters Score -3082784 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22448 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -3083316.500000 Penalty: 3296.352539
	Iteration 10Q: 3 clusters Score -3083316 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23113 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -3083748.000000 Penalty: 3296.352539
	Iteration 11Q: 3 clusters Score -3083748 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23632 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -3084088.250000 Penalty: 3296.352539
	Iteration 12Q: 3 clusters Score -3084088 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24032 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -3084348.250000 Penalty: 3296.352539
	Iteration 13Q: 3 clusters Score -3084348 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24312 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -3084525.250000 Penalty: 3296.352539
	Iteration 14Q: 3 clusters Score -3084525 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24504 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -3084621.000000 Penalty: 3296.352539
	Iteration 15Q: 3 clusters Score -3084621 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24611 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -3084700.750000 Penalty: 3296.352539
	Iteration 16Q: 3 clusters Score -3084701 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24689 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -3084757.500000 Penalty: 3296.352539
	Iteration 17Q: 3 clusters Score -3084758 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24740 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -3084792.500000 Penalty: 3296.352539
	Iteration 18Q: 3 clusters Score -3084792 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24776 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -3084818.000000 Penalty: 3296.352539
	Iteration 19Q: 3 clusters Score -3084818 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24802 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -3084835.750000 Penalty: 3296.352539
	Iteration 20F: 3 clusters Score -3084836 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24816 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -3084852.750000 Penalty: 3296.352539
	Iteration 21Q: 3 clusters Score -3084853 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24826 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -3084856.000000 Penalty: 3296.352539
	Iteration 22Q: 3 clusters Score -3084856 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24830 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -3084856.000000 Penalty: 3296.352539
	Iteration 23Q: 3 clusters Score -3084856 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24835 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -3084859.250000 Penalty: 3296.352539
	Iteration 24Q: 3 clusters Score -3084859 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24836 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -3084859.250000 Penalty: 3296.352539
	Iteration 25Q: 3 clusters Score -3084859 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24841 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -3084858.500000 Penalty: 3296.352539
	Iteration 26Q: 3 clusters Score -3084858 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24848 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -3084859.000000 Penalty: 3296.352539
	Iteration 27Q: 3 clusters Score -3084859 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24857 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -3084866.500000 Penalty: 3296.352539
	Iteration 28Q: 3 clusters Score -3084866 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24867 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -3084875.250000 Penalty: 3296.352539
	Iteration 29Q: 3 clusters Score -3084875 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24874 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -3084880.750000 Penalty: 3296.352539
	Iteration 30Q: 3 clusters Score -3084881 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24878 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -3084882.500000 Penalty: 3296.352539
	Iteration 31Q: 3 clusters Score -3084882 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24880 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -3084884.750000 Penalty: 3296.352539
	Iteration 32Q: 3 clusters Score -3084885 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24884 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -3084889.750000 Penalty: 3296.352539
	Iteration 33Q: 3 clusters Score -3084890 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24888 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -3084893.000000 Penalty: 3296.352539
	Iteration 34Q: 3 clusters Score -3084893 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24891 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -3084896.250000 Penalty: 3296.352539
	Iteration 35Q: 3 clusters Score -3084896 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24893 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -3084897.500000 Penalty: 3296.352539
	Iteration 36Q: 3 clusters Score -3084898 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24893 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -3084898.750000 Penalty: 3296.352539
	Iteration 37Q: 3 clusters Score -3084899 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24896 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -3084899.500000 Penalty: 3296.352539
	Iteration 38Q: 3 clusters Score -3084900 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24899 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -3084901.000000 Penalty: 3296.352539
	Iteration 39Q: 3 clusters Score -3084901 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24900 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -3084904.250000 Penalty: 3296.352539
	Iteration 40F: 3 clusters Score -3084904 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24901 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -3084901.250000 Penalty: 3296.352539
	Iteration 41Q: 3 clusters Score -3084901 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24901 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -3084901.250000 Penalty: 3296.352539
	Iteration 42F: 3 clusters Score -3084901 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (33129 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33129 members 
Entering Unmasked Estep 
Score: -4286363.500000 Penalty: 1691.326660
	Iteration 0F: 2 clusters Score -4286364 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16537 members 
Mstep: Class 2 contains 16592 members 
Entering Unmasked Estep 
Score: -4264086.500000 Penalty: 3382.653320
	Iteration 0F: 3 clusters Score -4264086 nChanged 15406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16205 members 
Mstep: Class 2 contains 16924 members 
Entering Unmasked Estep 
Score: -4272600.500000 Penalty: 3382.653320
	Iteration 1F: 3 clusters Score -4272600 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16039 members 
Mstep: Class 2 contains 17090 members 
Entering Unmasked Estep 
Score: -4272954.500000 Penalty: 3382.653320
	Iteration 2Q: 3 clusters Score -4272954 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15816 members 
Mstep: Class 2 contains 17313 members 
Entering Unmasked Estep 
Score: -4273308.500000 Penalty: 3382.653320
	Iteration 3Q: 3 clusters Score -4273308 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15477 members 
Mstep: Class 2 contains 17652 members 
Entering Unmasked Estep 
Score: -4273681.000000 Penalty: 3382.653320
	Iteration 4Q: 3 clusters Score -4273681 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14986 members 
Mstep: Class 2 contains 18143 members 
Entering Unmasked Estep 
Score: -4274030.500000 Penalty: 3382.653320
	Iteration 5Q: 3 clusters Score -4274030 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14348 members 
Mstep: Class 2 contains 18781 members 
Entering Unmasked Estep 
Score: -4274405.500000 Penalty: 3382.653320
	Iteration 6Q: 3 clusters Score -4274406 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13417 members 
Mstep: Class 2 contains 19712 members 
Entering Unmasked Estep 
Score: -4274951.000000 Penalty: 3382.653320
	Iteration 7Q: 3 clusters Score -4274951 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12170 members 
Mstep: Class 2 contains 20959 members 
Entering Unmasked Estep 
Score: -4275696.500000 Penalty: 3382.653320
	Iteration 8Q: 3 clusters Score -4275696 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10615 members 
Mstep: Class 2 contains 22514 members 
Entering Unmasked Estep 
Score: -4276677.500000 Penalty: 3382.653320
	Iteration 9F: 3 clusters Score -4276678 nChanged 2026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8737 members 
Mstep: Class 2 contains 24392 members 
Entering Unmasked Estep 
Score: -4278066.500000 Penalty: 3382.653320
	Iteration 10F: 3 clusters Score -4278066 nChanged 2076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6735 members 
Mstep: Class 2 contains 26394 members 
Entering Unmasked Estep 
Score: -4279749.000000 Penalty: 3382.653320
	Iteration 11F: 3 clusters Score -4279749 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 28209 members 
Entering Unmasked Estep 
Score: -4281430.000000 Penalty: 3382.653320
	Iteration 12F: 3 clusters Score -4281430 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 29562 members 
Entering Unmasked Estep 
Score: -4282702.500000 Penalty: 3382.653320
	Iteration 13Q: 3 clusters Score -4282702 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 30402 members 
Entering Unmasked Estep 
Score: -4283432.000000 Penalty: 3382.653320
	Iteration 14Q: 3 clusters Score -4283432 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 30947 members 
Entering Unmasked Estep 
Score: -4283822.000000 Penalty: 3382.653320
	Iteration 15Q: 3 clusters Score -4283822 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 31334 members 
Entering Unmasked Estep 
Score: -4284061.000000 Penalty: 3382.653320
	Iteration 16Q: 3 clusters Score -4284061 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 31648 members 
Entering Unmasked Estep 
Score: -4284280.000000 Penalty: 3382.653320
	Iteration 17Q: 3 clusters Score -4284280 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 31907 members 
Entering Unmasked Estep 
Score: -4284445.000000 Penalty: 3382.653320
	Iteration 18Q: 3 clusters Score -4284445 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 32106 members 
Entering Unmasked Estep 
Score: -4284603.500000 Penalty: 3382.653320
	Iteration 19Q: 3 clusters Score -4284604 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 32251 members 
Entering Unmasked Estep 
Score: -4284694.500000 Penalty: 3382.653320
	Iteration 20F: 3 clusters Score -4284694 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 32356 members 
Entering Unmasked Estep 
Score: -4284773.500000 Penalty: 3382.653320
	Iteration 21Q: 3 clusters Score -4284774 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 32427 members 
Entering Unmasked Estep 
Score: -4284833.500000 Penalty: 3382.653320
	Iteration 22Q: 3 clusters Score -4284834 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 32489 members 
Entering Unmasked Estep 
Score: -4284885.000000 Penalty: 3382.653320
	Iteration 23Q: 3 clusters Score -4284885 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 32526 members 
Entering Unmasked Estep 
Score: -4284910.000000 Penalty: 3382.653320
	Iteration 24Q: 3 clusters Score -4284910 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 32554 members 
Entering Unmasked Estep 
Score: -4284932.500000 Penalty: 3382.653320
	Iteration 25Q: 3 clusters Score -4284932 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 32580 members 
Entering Unmasked Estep 
Score: -4284951.000000 Penalty: 3382.653320
	Iteration 26Q: 3 clusters Score -4284951 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 32598 members 
Entering Unmasked Estep 
Score: -4284963.500000 Penalty: 3382.653320
	Iteration 27Q: 3 clusters Score -4284964 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 32610 members 
Entering Unmasked Estep 
Score: -4284971.500000 Penalty: 3382.653320
	Iteration 28Q: 3 clusters Score -4284972 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 32620 members 
Entering Unmasked Estep 
Score: -4284976.000000 Penalty: 3382.653320
	Iteration 29Q: 3 clusters Score -4284976 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 32623 members 
Entering Unmasked Estep 
Score: -4284979.000000 Penalty: 3382.653320
	Iteration 30Q: 3 clusters Score -4284979 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 32626 members 
Entering Unmasked Estep 
Score: -4284981.000000 Penalty: 3382.653320
	Iteration 31Q: 3 clusters Score -4284981 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 32631 members 
Entering Unmasked Estep 
Score: -4284990.000000 Penalty: 3382.653320
	Iteration 32Q: 3 clusters Score -4284990 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 32637 members 
Entering Unmasked Estep 
Score: -4284991.500000 Penalty: 3382.653320
	Iteration 33Q: 3 clusters Score -4284992 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 32640 members 
Entering Unmasked Estep 
Score: -4284997.500000 Penalty: 3382.653320
	Iteration 34Q: 3 clusters Score -4284998 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 32641 members 
Entering Unmasked Estep 
Score: -4284998.000000 Penalty: 3382.653320
	Iteration 35Q: 3 clusters Score -4284998 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 32641 members 
Entering Unmasked Estep 
Score: -4284998.000000 Penalty: 3382.653320
	Iteration 36F: 3 clusters Score -4284998 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (2157 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Entering Unmasked Estep 
Score: -256600.000000 Penalty: 1247.427002
	Iteration 0F: 2 clusters Score -256600 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -254380.734375 Penalty: 2494.854004
	Iteration 0F: 3 clusters Score -254380.7 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -254857.187500 Penalty: 2494.854004
	Iteration 1F: 3 clusters Score -254857.2 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -254970.765625 Penalty: 2494.854004
	Iteration 2F: 3 clusters Score -254970.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -255057.625000 Penalty: 2494.854004
	Iteration 3F: 3 clusters Score -255057.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -255129.109375 Penalty: 2494.854004
	Iteration 4Q: 3 clusters Score -255129.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -255193.093750 Penalty: 2494.854004
	Iteration 5Q: 3 clusters Score -255193.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -255266.875000 Penalty: 2494.854004
	Iteration 6Q: 3 clusters Score -255266.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -255369.171875 Penalty: 2494.854004
	Iteration 7Q: 3 clusters Score -255369.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -255461.093750 Penalty: 2494.854004
	Iteration 8Q: 3 clusters Score -255461.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -255528.328125 Penalty: 2494.854004
	Iteration 9Q: 3 clusters Score -255528.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -255576.968750 Penalty: 2494.854004
	Iteration 10Q: 3 clusters Score -255577 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -255604.562500 Penalty: 2494.854004
	Iteration 11Q: 3 clusters Score -255604.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -255622.734375 Penalty: 2494.854004
	Iteration 12Q: 3 clusters Score -255622.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -255646.468750 Penalty: 2494.854004
	Iteration 13Q: 3 clusters Score -255646.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -255662.265625 Penalty: 2494.854004
	Iteration 14Q: 3 clusters Score -255662.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -255684.750000 Penalty: 2494.854004
	Iteration 15Q: 3 clusters Score -255684.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -255706.437500 Penalty: 2494.854004
	Iteration 16Q: 3 clusters Score -255706.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -255723.859375 Penalty: 2494.854004
	Iteration 17Q: 3 clusters Score -255723.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -255733.578125 Penalty: 2494.854004
	Iteration 18Q: 3 clusters Score -255733.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -255744.250000 Penalty: 2494.854004
	Iteration 19Q: 3 clusters Score -255744.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -255752.078125 Penalty: 2494.854004
	Iteration 20F: 3 clusters Score -255752.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -255754.687500 Penalty: 2494.854004
	Iteration 21Q: 3 clusters Score -255754.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -255756.921875 Penalty: 2494.854004
	Iteration 22Q: 3 clusters Score -255756.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -255758.078125 Penalty: 2494.854004
	Iteration 23Q: 3 clusters Score -255758.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -255758.718750 Penalty: 2494.854004
	Iteration 24Q: 3 clusters Score -255758.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -255758.718750 Penalty: 2494.854004
	Iteration 25F: 3 clusters Score -255758.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (73208 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73208 members 
Entering Unmasked Estep 
Score: -9301490.000000 Penalty: 1820.172241
	Iteration 0F: 2 clusters Score -9301490 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36668 members 
Mstep: Class 2 contains 36540 members 
Entering Unmasked Estep 
Score: -9252760.000000 Penalty: 3640.344482
	Iteration 0F: 3 clusters Score -9252760 nChanged 34496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35738 members 
Mstep: Class 2 contains 37470 members 
Entering Unmasked Estep 
Score: -9272662.000000 Penalty: 3640.344482
	Iteration 1F: 3 clusters Score -9272662 nChanged 2825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35313 members 
Mstep: Class 2 contains 37895 members 
Entering Unmasked Estep 
Score: -9273417.000000 Penalty: 3640.344482
	Iteration 2Q: 3 clusters Score -9273417 nChanged 2885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34774 members 
Mstep: Class 2 contains 38434 members 
Entering Unmasked Estep 
Score: -9274347.000000 Penalty: 3640.344482
	Iteration 3Q: 3 clusters Score -9274347 nChanged 3093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33965 members 
Mstep: Class 2 contains 39243 members 
Entering Unmasked Estep 
Score: -9275471.000000 Penalty: 3640.344482
	Iteration 4Q: 3 clusters Score -9275471 nChanged 3518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32865 members 
Mstep: Class 2 contains 40343 members 
Entering Unmasked Estep 
Score: -9276989.000000 Penalty: 3640.344482
	Iteration 5Q: 3 clusters Score -9276989 nChanged 4022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31557 members 
Mstep: Class 2 contains 41651 members 
Entering Unmasked Estep 
Score: -9278909.000000 Penalty: 3640.344482
	Iteration 6F: 3 clusters Score -9278909 nChanged 4148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30221 members 
Mstep: Class 2 contains 42987 members 
Entering Unmasked Estep 
Score: -9280870.000000 Penalty: 3640.344482
	Iteration 7F: 3 clusters Score -9280870 nChanged 4022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28815 members 
Mstep: Class 2 contains 44393 members 
Entering Unmasked Estep 
Score: -9282666.000000 Penalty: 3640.344482
	Iteration 8F: 3 clusters Score -9282666 nChanged 3570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27513 members 
Mstep: Class 2 contains 45695 members 
Entering Unmasked Estep 
Score: -9284212.000000 Penalty: 3640.344482
	Iteration 9Q: 3 clusters Score -9284212 nChanged 2986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26317 members 
Mstep: Class 2 contains 46891 members 
Entering Unmasked Estep 
Score: -9285194.000000 Penalty: 3640.344482
	Iteration 10Q: 3 clusters Score -9285194 nChanged 2429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25150 members 
Mstep: Class 2 contains 48058 members 
Entering Unmasked Estep 
Score: -9285898.000000 Penalty: 3640.344482
	Iteration 11Q: 3 clusters Score -9285898 nChanged 2022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24024 members 
Mstep: Class 2 contains 49184 members 
Entering Unmasked Estep 
Score: -9286534.000000 Penalty: 3640.344482
	Iteration 12Q: 3 clusters Score -9286534 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22861 members 
Mstep: Class 2 contains 50347 members 
Entering Unmasked Estep 
Score: -9287014.000000 Penalty: 3640.344482
	Iteration 13Q: 3 clusters Score -9287014 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21590 members 
Mstep: Class 2 contains 51618 members 
Entering Unmasked Estep 
Score: -9287391.000000 Penalty: 3640.344482
	Iteration 14Q: 3 clusters Score -9287391 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20221 members 
Mstep: Class 2 contains 52987 members 
Entering Unmasked Estep 
Score: -9287762.000000 Penalty: 3640.344482
	Iteration 15Q: 3 clusters Score -9287762 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18670 members 
Mstep: Class 2 contains 54538 members 
Entering Unmasked Estep 
Score: -9288277.000000 Penalty: 3640.344482
	Iteration 16Q: 3 clusters Score -9288277 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16862 members 
Mstep: Class 2 contains 56346 members 
Entering Unmasked Estep 
Score: -9288923.000000 Penalty: 3640.344482
	Iteration 17Q: 3 clusters Score -9288923 nChanged 2009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14855 members 
Mstep: Class 2 contains 58353 members 
Entering Unmasked Estep 
Score: -9289801.000000 Penalty: 3640.344482
	Iteration 18Q: 3 clusters Score -9289801 nChanged 2286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12569 members 
Mstep: Class 2 contains 60639 members 
Entering Unmasked Estep 
Score: -9290916.000000 Penalty: 3640.344482
	Iteration 19Q: 3 clusters Score -9290916 nChanged 2444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10125 members 
Mstep: Class 2 contains 63083 members 
Entering Unmasked Estep 
Score: -9292292.000000 Penalty: 3640.344482
	Iteration 20F: 3 clusters Score -9292292 nChanged 2504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7621 members 
Mstep: Class 2 contains 65587 members 
Entering Unmasked Estep 
Score: -9293907.000000 Penalty: 3640.344482
	Iteration 21Q: 3 clusters Score -9293907 nChanged 2370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5253 members 
Mstep: Class 2 contains 67955 members 
Entering Unmasked Estep 
Score: -9295773.000000 Penalty: 3640.344482
	Iteration 22Q: 3 clusters Score -9295773 nChanged 2022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 69977 members 
Entering Unmasked Estep 
Score: -9297443.000000 Penalty: 3640.344482
	Iteration 23Q: 3 clusters Score -9297443 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 71386 members 
Entering Unmasked Estep 
Score: -9298614.000000 Penalty: 3640.344482
	Iteration 24Q: 3 clusters Score -9298614 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 72171 members 
Entering Unmasked Estep 
Score: -9299229.000000 Penalty: 3640.344482
	Iteration 25Q: 3 clusters Score -9299229 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 72578 members 
Entering Unmasked Estep 
Score: -9299585.000000 Penalty: 3640.344482
	Iteration 26Q: 3 clusters Score -9299585 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 72769 members 
Entering Unmasked Estep 
Score: -9299756.000000 Penalty: 3640.344482
	Iteration 27Q: 3 clusters Score -9299756 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 72845 members 
Entering Unmasked Estep 
Score: -9299795.000000 Penalty: 3640.344482
	Iteration 28Q: 3 clusters Score -9299795 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 72876 members 
Entering Unmasked Estep 
Score: -9299835.000000 Penalty: 3640.344482
	Iteration 29Q: 3 clusters Score -9299835 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 72901 members 
Entering Unmasked Estep 
Score: -9299883.000000 Penalty: 3640.344482
	Iteration 30Q: 3 clusters Score -9299883 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 72919 members 
Entering Unmasked Estep 
Score: -9299904.000000 Penalty: 3640.344482
	Iteration 31Q: 3 clusters Score -9299904 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 72932 members 
Entering Unmasked Estep 
Score: -9299913.000000 Penalty: 3640.344482
	Iteration 32Q: 3 clusters Score -9299913 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 72939 members 
Entering Unmasked Estep 
Score: -9299927.000000 Penalty: 3640.344482
	Iteration 33Q: 3 clusters Score -9299927 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 72944 members 
Entering Unmasked Estep 
Score: -9299927.000000 Penalty: 3640.344482
	Iteration 34Q: 3 clusters Score -9299927 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 72947 members 
Entering Unmasked Estep 
Score: -9299935.000000 Penalty: 3640.344482
	Iteration 35Q: 3 clusters Score -9299935 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 72950 members 
Entering Unmasked Estep 
Score: -9299934.000000 Penalty: 3640.344482
	Iteration 36Q: 3 clusters Score -9299934 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 72956 members 
Entering Unmasked Estep 
Score: -9299938.000000 Penalty: 3640.344482
	Iteration 37Q: 3 clusters Score -9299938 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 72960 members 
Entering Unmasked Estep 
Score: -9299946.000000 Penalty: 3640.344482
	Iteration 38Q: 3 clusters Score -9299946 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 72960 members 
Entering Unmasked Estep 
Score: -9299950.000000 Penalty: 3640.344482
	Iteration 39Q: 3 clusters Score -9299950 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 72963 members 
Entering Unmasked Estep 
Score: -9299949.000000 Penalty: 3640.344482
	Iteration 40F: 3 clusters Score -9299949 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 72961 members 
Entering Unmasked Estep 
Score: -9299949.000000 Penalty: 3640.344482
	Iteration 41Q: 3 clusters Score -9299949 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 72959 members 
Entering Unmasked Estep 
Score: -9299945.000000 Penalty: 3640.344482
	Iteration 42Q: 3 clusters Score -9299945 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 72958 members 
Entering Unmasked Estep 
Score: -9299946.000000 Penalty: 3640.344482
	Iteration 43Q: 3 clusters Score -9299946 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 72957 members 
Entering Unmasked Estep 
Score: -9299948.000000 Penalty: 3640.344482
	Iteration 44Q: 3 clusters Score -9299948 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 72956 members 
Entering Unmasked Estep 
Score: -9299949.000000 Penalty: 3640.344482
	Iteration 45Q: 3 clusters Score -9299949 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 72956 members 
Entering Unmasked Estep 
Score: -9299949.000000 Penalty: 3640.344482
	Iteration 46F: 3 clusters Score -9299949 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (18157 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18157 members 
Entering Unmasked Estep 
Score: -2268858.750000 Penalty: 1593.606812
	Iteration 0F: 2 clusters Score -2268859 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9038 members 
Mstep: Class 2 contains 9119 members 
Entering Unmasked Estep 
Score: -2256539.750000 Penalty: 3187.213623
	Iteration 0F: 3 clusters Score -2256540 nChanged 8089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9049 members 
Mstep: Class 2 contains 9108 members 
Entering Unmasked Estep 
Score: -2261045.500000 Penalty: 3187.213623
	Iteration 1F: 3 clusters Score -2261046 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9018 members 
Mstep: Class 2 contains 9139 members 
Entering Unmasked Estep 
Score: -2261386.000000 Penalty: 3187.213623
	Iteration 2F: 3 clusters Score -2261386 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8983 members 
Mstep: Class 2 contains 9174 members 
Entering Unmasked Estep 
Score: -2261631.000000 Penalty: 3187.213623
	Iteration 3Q: 3 clusters Score -2261631 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9003 members 
Mstep: Class 2 contains 9154 members 
Entering Unmasked Estep 
Score: -2261837.500000 Penalty: 3187.213623
	Iteration 4Q: 3 clusters Score -2261838 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9067 members 
Mstep: Class 2 contains 9090 members 
Entering Unmasked Estep 
Score: -2262025.250000 Penalty: 3187.213623
	Iteration 5Q: 3 clusters Score -2262025 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9169 members 
Mstep: Class 2 contains 8988 members 
Entering Unmasked Estep 
Score: -2262178.000000 Penalty: 3187.213623
	Iteration 6Q: 3 clusters Score -2262178 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9319 members 
Mstep: Class 2 contains 8838 members 
Entering Unmasked Estep 
Score: -2262363.750000 Penalty: 3187.213623
	Iteration 7Q: 3 clusters Score -2262364 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9544 members 
Mstep: Class 2 contains 8613 members 
Entering Unmasked Estep 
Score: -2262627.500000 Penalty: 3187.213623
	Iteration 8Q: 3 clusters Score -2262628 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9813 members 
Mstep: Class 2 contains 8344 members 
Entering Unmasked Estep 
Score: -2262990.000000 Penalty: 3187.213623
	Iteration 9Q: 3 clusters Score -2262990 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10116 members 
Mstep: Class 2 contains 8041 members 
Entering Unmasked Estep 
Score: -2263449.750000 Penalty: 3187.213623
	Iteration 10Q: 3 clusters Score -2263450 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10417 members 
Mstep: Class 2 contains 7740 members 
Entering Unmasked Estep 
Score: -2263943.500000 Penalty: 3187.213623
	Iteration 11Q: 3 clusters Score -2263944 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10627 members 
Mstep: Class 2 contains 7530 members 
Entering Unmasked Estep 
Score: -2264488.000000 Penalty: 3187.213623
	Iteration 12Q: 3 clusters Score -2264488 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10723 members 
Mstep: Class 2 contains 7434 members 
Entering Unmasked Estep 
Score: -2265058.250000 Penalty: 3187.213623
	Iteration 13Q: 3 clusters Score -2265058 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10688 members 
Mstep: Class 2 contains 7469 members 
Entering Unmasked Estep 
Score: -2265676.000000 Penalty: 3187.213623
	Iteration 14Q: 3 clusters Score -2265676 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10632 members 
Mstep: Class 2 contains 7525 members 
Entering Unmasked Estep 
Score: -2266334.500000 Penalty: 3187.213623
	Iteration 15Q: 3 clusters Score -2266334 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10492 members 
Mstep: Class 2 contains 7665 members 
Entering Unmasked Estep 
Score: -2266942.500000 Penalty: 3187.213623
	Iteration 16Q: 3 clusters Score -2266942 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10357 members 
Mstep: Class 2 contains 7800 members 
Entering Unmasked Estep 
Score: -2267435.750000 Penalty: 3187.213623
	Iteration 17Q: 3 clusters Score -2267436 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10207 members 
Mstep: Class 2 contains 7950 members 
Entering Unmasked Estep 
Score: -2267853.750000 Penalty: 3187.213623
	Iteration 18Q: 3 clusters Score -2267854 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10061 members 
Mstep: Class 2 contains 8096 members 
Entering Unmasked Estep 
Score: -2268168.250000 Penalty: 3187.213623
	Iteration 19Q: 3 clusters Score -2268168 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9947 members 
Mstep: Class 2 contains 8210 members 
Entering Unmasked Estep 
Score: -2268350.500000 Penalty: 3187.213623
	Iteration 20F: 3 clusters Score -2268350 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9860 members 
Mstep: Class 2 contains 8297 members 
Entering Unmasked Estep 
Score: -2268437.500000 Penalty: 3187.213623
	Iteration 21Q: 3 clusters Score -2268438 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9788 members 
Mstep: Class 2 contains 8369 members 
Entering Unmasked Estep 
Score: -2268491.250000 Penalty: 3187.213623
	Iteration 22Q: 3 clusters Score -2268491 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9743 members 
Mstep: Class 2 contains 8414 members 
Entering Unmasked Estep 
Score: -2268525.750000 Penalty: 3187.213623
	Iteration 23Q: 3 clusters Score -2268526 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9710 members 
Mstep: Class 2 contains 8447 members 
Entering Unmasked Estep 
Score: -2268543.500000 Penalty: 3187.213623
	Iteration 24Q: 3 clusters Score -2268544 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9691 members 
Mstep: Class 2 contains 8466 members 
Entering Unmasked Estep 
Score: -2268546.250000 Penalty: 3187.213623
	Iteration 25Q: 3 clusters Score -2268546 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9678 members 
Mstep: Class 2 contains 8479 members 
Entering Unmasked Estep 
Score: -2268551.500000 Penalty: 3187.213623
	Iteration 26Q: 3 clusters Score -2268552 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9666 members 
Mstep: Class 2 contains 8491 members 
Entering Unmasked Estep 
Score: -2268554.000000 Penalty: 3187.213623
	Iteration 27Q: 3 clusters Score -2268554 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9649 members 
Mstep: Class 2 contains 8508 members 
Entering Unmasked Estep 
Score: -2268557.250000 Penalty: 3187.213623
	Iteration 28Q: 3 clusters Score -2268557 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9635 members 
Mstep: Class 2 contains 8522 members 
Entering Unmasked Estep 
Score: -2268564.500000 Penalty: 3187.213623
	Iteration 29Q: 3 clusters Score -2268564 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9623 members 
Mstep: Class 2 contains 8534 members 
Entering Unmasked Estep 
Score: -2268562.500000 Penalty: 3187.213623
	Iteration 30Q: 3 clusters Score -2268562 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9612 members 
Mstep: Class 2 contains 8545 members 
Entering Unmasked Estep 
Score: -2268566.500000 Penalty: 3187.213623
	Iteration 31Q: 3 clusters Score -2268566 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9603 members 
Mstep: Class 2 contains 8554 members 
Entering Unmasked Estep 
Score: -2268566.750000 Penalty: 3187.213623
	Iteration 32Q: 3 clusters Score -2268567 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9596 members 
Mstep: Class 2 contains 8561 members 
Entering Unmasked Estep 
Score: -2268568.500000 Penalty: 3187.213623
	Iteration 33Q: 3 clusters Score -2268568 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9591 members 
Mstep: Class 2 contains 8566 members 
Entering Unmasked Estep 
Score: -2268564.750000 Penalty: 3187.213623
	Iteration 34Q: 3 clusters Score -2268565 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9588 members 
Mstep: Class 2 contains 8569 members 
Entering Unmasked Estep 
Score: -2268569.250000 Penalty: 3187.213623
	Iteration 35Q: 3 clusters Score -2268569 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9586 members 
Mstep: Class 2 contains 8571 members 
Entering Unmasked Estep 
Score: -2268568.750000 Penalty: 3187.213623
	Iteration 36Q: 3 clusters Score -2268569 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9585 members 
Mstep: Class 2 contains 8572 members 
Entering Unmasked Estep 
Score: -2268568.250000 Penalty: 3187.213623
	Iteration 37Q: 3 clusters Score -2268568 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9582 members 
Mstep: Class 2 contains 8575 members 
Entering Unmasked Estep 
Score: -2268563.500000 Penalty: 3187.213623
	Iteration 38Q: 3 clusters Score -2268564 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9580 members 
Mstep: Class 2 contains 8577 members 
Entering Unmasked Estep 
Score: -2268562.500000 Penalty: 3187.213623
	Iteration 39Q: 3 clusters Score -2268562 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9578 members 
Mstep: Class 2 contains 8579 members 
Entering Unmasked Estep 
Score: -2268565.250000 Penalty: 3187.213623
	Iteration 40F: 3 clusters Score -2268565 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9574 members 
Mstep: Class 2 contains 8583 members 
Entering Unmasked Estep 
Score: -2268562.750000 Penalty: 3187.213623
	Iteration 41Q: 3 clusters Score -2268563 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9571 members 
Mstep: Class 2 contains 8586 members 
Entering Unmasked Estep 
Score: -2268563.500000 Penalty: 3187.213623
	Iteration 42Q: 3 clusters Score -2268564 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9565 members 
Mstep: Class 2 contains 8592 members 
Entering Unmasked Estep 
Score: -2268565.500000 Penalty: 3187.213623
	Iteration 43Q: 3 clusters Score -2268566 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9562 members 
Mstep: Class 2 contains 8595 members 
Entering Unmasked Estep 
Score: -2268565.250000 Penalty: 3187.213623
	Iteration 44Q: 3 clusters Score -2268565 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9561 members 
Mstep: Class 2 contains 8596 members 
Entering Unmasked Estep 
Score: -2268565.000000 Penalty: 3187.213623
	Iteration 45Q: 3 clusters Score -2268565 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9561 members 
Mstep: Class 2 contains 8596 members 
Entering Unmasked Estep 
Score: -2268565.000000 Penalty: 3187.213623
	Iteration 46F: 3 clusters Score -2268565 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (146798 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146798 members 
Entering Unmasked Estep 
Score: -18878134.000000 Penalty: 1933.232056
	Iteration 0F: 2 clusters Score -1.887813e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73470 members 
Mstep: Class 2 contains 73328 members 
Entering Unmasked Estep 
Score: -18797330.000000 Penalty: 3866.464111
	Iteration 0F: 3 clusters Score -1.879733e+07 nChanged 70735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73525 members 
Mstep: Class 2 contains 73273 members 
Entering Unmasked Estep 
Score: -18838942.000000 Penalty: 3866.464111
	Iteration 1F: 3 clusters Score -1.883894e+07 nChanged 4381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73530 members 
Mstep: Class 2 contains 73268 members 
Entering Unmasked Estep 
Score: -18839932.000000 Penalty: 3866.464111
	Iteration 2Q: 3 clusters Score -1.883993e+07 nChanged 4842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73698 members 
Mstep: Class 2 contains 73100 members 
Entering Unmasked Estep 
Score: -18841310.000000 Penalty: 3866.464111
	Iteration 3Q: 3 clusters Score -1.884131e+07 nChanged 5478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74094 members 
Mstep: Class 2 contains 72704 members 
Entering Unmasked Estep 
Score: -18843140.000000 Penalty: 3866.464111
	Iteration 4Q: 3 clusters Score -1.884314e+07 nChanged 6115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74807 members 
Mstep: Class 2 contains 71991 members 
Entering Unmasked Estep 
Score: -18845538.000000 Penalty: 3866.464111
	Iteration 5Q: 3 clusters Score -1.884554e+07 nChanged 6863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76020 members 
Mstep: Class 2 contains 70778 members 
Entering Unmasked Estep 
Score: -18848974.000000 Penalty: 3866.464111
	Iteration 6Q: 3 clusters Score -1.884897e+07 nChanged 8086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77702 members 
Mstep: Class 2 contains 69096 members 
Entering Unmasked Estep 
Score: -18854042.000000 Penalty: 3866.464111
	Iteration 7F: 3 clusters Score -1.885404e+07 nChanged 9157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79525 members 
Mstep: Class 2 contains 67273 members 
Entering Unmasked Estep 
Score: -18860300.000000 Penalty: 3866.464111
	Iteration 8F: 3 clusters Score -1.88603e+07 nChanged 8958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80837 members 
Mstep: Class 2 contains 65961 members 
Entering Unmasked Estep 
Score: -18865870.000000 Penalty: 3866.464111
	Iteration 9F: 3 clusters Score -1.886587e+07 nChanged 6859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81670 members 
Mstep: Class 2 contains 65128 members 
Entering Unmasked Estep 
Score: -18868358.000000 Penalty: 3866.464111
	Iteration 10Q: 3 clusters Score -1.886836e+07 nChanged 4066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82248 members 
Mstep: Class 2 contains 64550 members 
Entering Unmasked Estep 
Score: -18869112.000000 Penalty: 3866.464111
	Iteration 11Q: 3 clusters Score -1.886911e+07 nChanged 2023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82729 members 
Mstep: Class 2 contains 64069 members 
Entering Unmasked Estep 
Score: -18869262.000000 Penalty: 3866.464111
	Iteration 12Q: 3 clusters Score -1.886926e+07 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83190 members 
Mstep: Class 2 contains 63608 members 
Entering Unmasked Estep 
Score: -18869312.000000 Penalty: 3866.464111
	Iteration 13Q: 3 clusters Score -1.886931e+07 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83597 members 
Mstep: Class 2 contains 63201 members 
Entering Unmasked Estep 
Score: -18869412.000000 Penalty: 3866.464111
	Iteration 14Q: 3 clusters Score -1.886941e+07 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83935 members 
Mstep: Class 2 contains 62863 members 
Entering Unmasked Estep 
Score: -18869446.000000 Penalty: 3866.464111
	Iteration 15Q: 3 clusters Score -1.886945e+07 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84231 members 
Mstep: Class 2 contains 62567 members 
Entering Unmasked Estep 
Score: -18869432.000000 Penalty: 3866.464111
	Iteration 16Q: 3 clusters Score -1.886943e+07 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84530 members 
Mstep: Class 2 contains 62268 members 
Entering Unmasked Estep 
Score: -18869524.000000 Penalty: 3866.464111
	Iteration 17Q: 3 clusters Score -1.886952e+07 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84776 members 
Mstep: Class 2 contains 62022 members 
Entering Unmasked Estep 
Score: -18869536.000000 Penalty: 3866.464111
	Iteration 18Q: 3 clusters Score -1.886954e+07 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84990 members 
Mstep: Class 2 contains 61808 members 
Entering Unmasked Estep 
Score: -18869614.000000 Penalty: 3866.464111
	Iteration 19Q: 3 clusters Score -1.886961e+07 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85195 members 
Mstep: Class 2 contains 61603 members 
Entering Unmasked Estep 
Score: -18869696.000000 Penalty: 3866.464111
	Iteration 20F: 3 clusters Score -1.88697e+07 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85302 members 
Mstep: Class 2 contains 61496 members 
Entering Unmasked Estep 
Score: -18869722.000000 Penalty: 3866.464111
	Iteration 21Q: 3 clusters Score -1.886972e+07 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85347 members 
Mstep: Class 2 contains 61451 members 
Entering Unmasked Estep 
Score: -18869772.000000 Penalty: 3866.464111
	Iteration 22Q: 3 clusters Score -1.886977e+07 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85381 members 
Mstep: Class 2 contains 61417 members 
Entering Unmasked Estep 
Score: -18869784.000000 Penalty: 3866.464111
	Iteration 23Q: 3 clusters Score -1.886978e+07 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85393 members 
Mstep: Class 2 contains 61405 members 
Entering Unmasked Estep 
Score: -18869716.000000 Penalty: 3866.464111
	Iteration 24Q: 3 clusters Score -1.886972e+07 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85370 members 
Mstep: Class 2 contains 61428 members 
Entering Unmasked Estep 
Score: -18869654.000000 Penalty: 3866.464111
	Iteration 25Q: 3 clusters Score -1.886965e+07 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85323 members 
Mstep: Class 2 contains 61475 members 
Entering Unmasked Estep 
Score: -18869700.000000 Penalty: 3866.464111
	Iteration 26Q: 3 clusters Score -1.88697e+07 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85255 members 
Mstep: Class 2 contains 61543 members 
Entering Unmasked Estep 
Score: -18869730.000000 Penalty: 3866.464111
	Iteration 27Q: 3 clusters Score -1.886973e+07 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85156 members 
Mstep: Class 2 contains 61642 members 
Entering Unmasked Estep 
Score: -18869702.000000 Penalty: 3866.464111
	Iteration 28Q: 3 clusters Score -1.88697e+07 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85041 members 
Mstep: Class 2 contains 61757 members 
Entering Unmasked Estep 
Score: -18869710.000000 Penalty: 3866.464111
	Iteration 29Q: 3 clusters Score -1.886971e+07 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84929 members 
Mstep: Class 2 contains 61869 members 
Entering Unmasked Estep 
Score: -18869698.000000 Penalty: 3866.464111
	Iteration 30Q: 3 clusters Score -1.88697e+07 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84739 members 
Mstep: Class 2 contains 62059 members 
Entering Unmasked Estep 
Score: -18869766.000000 Penalty: 3866.464111
	Iteration 31Q: 3 clusters Score -1.886977e+07 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84532 members 
Mstep: Class 2 contains 62266 members 
Entering Unmasked Estep 
Score: -18869714.000000 Penalty: 3866.464111
	Iteration 32Q: 3 clusters Score -1.886971e+07 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84351 members 
Mstep: Class 2 contains 62447 members 
Entering Unmasked Estep 
Score: -18869742.000000 Penalty: 3866.464111
	Iteration 33Q: 3 clusters Score -1.886974e+07 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84122 members 
Mstep: Class 2 contains 62676 members 
Entering Unmasked Estep 
Score: -18869762.000000 Penalty: 3866.464111
	Iteration 34Q: 3 clusters Score -1.886976e+07 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83861 members 
Mstep: Class 2 contains 62937 members 
Entering Unmasked Estep 
Score: -18869762.000000 Penalty: 3866.464111
	Iteration 35Q: 3 clusters Score -1.886976e+07 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83589 members 
Mstep: Class 2 contains 63209 members 
Entering Unmasked Estep 
Score: -18869674.000000 Penalty: 3866.464111
	Iteration 36Q: 3 clusters Score -1.886967e+07 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83309 members 
Mstep: Class 2 contains 63489 members 
Entering Unmasked Estep 
Score: -18869576.000000 Penalty: 3866.464111
	Iteration 37Q: 3 clusters Score -1.886958e+07 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83025 members 
Mstep: Class 2 contains 63773 members 
Entering Unmasked Estep 
Score: -18869592.000000 Penalty: 3866.464111
	Iteration 38Q: 3 clusters Score -1.886959e+07 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82741 members 
Mstep: Class 2 contains 64057 members 
Entering Unmasked Estep 
Score: -18869594.000000 Penalty: 3866.464111
	Iteration 39Q: 3 clusters Score -1.886959e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82447 members 
Mstep: Class 2 contains 64351 members 
Entering Unmasked Estep 
Score: -18869608.000000 Penalty: 3866.464111
	Iteration 40F: 3 clusters Score -1.886961e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82154 members 
Mstep: Class 2 contains 64644 members 
Entering Unmasked Estep 
Score: -18869616.000000 Penalty: 3866.464111
	Iteration 41Q: 3 clusters Score -1.886962e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81871 members 
Mstep: Class 2 contains 64927 members 
Entering Unmasked Estep 
Score: -18869590.000000 Penalty: 3866.464111
	Iteration 42Q: 3 clusters Score -1.886959e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81544 members 
Mstep: Class 2 contains 65254 members 
Entering Unmasked Estep 
Score: -18869592.000000 Penalty: 3866.464111
	Iteration 43Q: 3 clusters Score -1.886959e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81234 members 
Mstep: Class 2 contains 65564 members 
Entering Unmasked Estep 
Score: -18869586.000000 Penalty: 3866.464111
	Iteration 44Q: 3 clusters Score -1.886959e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80925 members 
Mstep: Class 2 contains 65873 members 
Entering Unmasked Estep 
Score: -18869576.000000 Penalty: 3866.464111
	Iteration 45Q: 3 clusters Score -1.886958e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80615 members 
Mstep: Class 2 contains 66183 members 
Entering Unmasked Estep 
Score: -18869652.000000 Penalty: 3866.464111
	Iteration 46Q: 3 clusters Score -1.886965e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80341 members 
Mstep: Class 2 contains 66457 members 
Entering Unmasked Estep 
Score: -18869660.000000 Penalty: 3866.464111
	Iteration 47Q: 3 clusters Score -1.886966e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80085 members 
Mstep: Class 2 contains 66713 members 
Entering Unmasked Estep 
Score: -18869674.000000 Penalty: 3866.464111
	Iteration 48Q: 3 clusters Score -1.886967e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79860 members 
Mstep: Class 2 contains 66938 members 
Entering Unmasked Estep 
Score: -18869684.000000 Penalty: 3866.464111
	Iteration 49Q: 3 clusters Score -1.886968e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79626 members 
Mstep: Class 2 contains 67172 members 
Entering Unmasked Estep 
Score: -18869688.000000 Penalty: 3866.464111
	Iteration 50Q: 3 clusters Score -1.886969e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79367 members 
Mstep: Class 2 contains 67431 members 
Entering Unmasked Estep 
Score: -18869702.000000 Penalty: 3866.464111
	Iteration 51Q: 3 clusters Score -1.88697e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79124 members 
Mstep: Class 2 contains 67674 members 
Entering Unmasked Estep 
Score: -18869726.000000 Penalty: 3866.464111
	Iteration 52Q: 3 clusters Score -1.886973e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78894 members 
Mstep: Class 2 contains 67904 members 
Entering Unmasked Estep 
Score: -18869684.000000 Penalty: 3866.464111
	Iteration 53Q: 3 clusters Score -1.886968e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78676 members 
Mstep: Class 2 contains 68122 members 
Entering Unmasked Estep 
Score: -18869666.000000 Penalty: 3866.464111
	Iteration 54Q: 3 clusters Score -1.886967e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78437 members 
Mstep: Class 2 contains 68361 members 
Entering Unmasked Estep 
Score: -18869640.000000 Penalty: 3866.464111
	Iteration 55Q: 3 clusters Score -1.886964e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78262 members 
Mstep: Class 2 contains 68536 members 
Entering Unmasked Estep 
Score: -18869654.000000 Penalty: 3866.464111
	Iteration 56Q: 3 clusters Score -1.886965e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78060 members 
Mstep: Class 2 contains 68738 members 
Entering Unmasked Estep 
Score: -18869666.000000 Penalty: 3866.464111
	Iteration 57Q: 3 clusters Score -1.886967e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77844 members 
Mstep: Class 2 contains 68954 members 
Entering Unmasked Estep 
Score: -18869652.000000 Penalty: 3866.464111
	Iteration 58Q: 3 clusters Score -1.886965e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77634 members 
Mstep: Class 2 contains 69164 members 
Entering Unmasked Estep 
Score: -18869680.000000 Penalty: 3866.464111
	Iteration 59Q: 3 clusters Score -1.886968e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77408 members 
Mstep: Class 2 contains 69390 members 
Entering Unmasked Estep 
Score: -18869662.000000 Penalty: 3866.464111
	Iteration 60F: 3 clusters Score -1.886966e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77175 members 
Mstep: Class 2 contains 69623 members 
Entering Unmasked Estep 
Score: -18869646.000000 Penalty: 3866.464111
	Iteration 61Q: 3 clusters Score -1.886965e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76924 members 
Mstep: Class 2 contains 69874 members 
Entering Unmasked Estep 
Score: -18869640.000000 Penalty: 3866.464111
	Iteration 62Q: 3 clusters Score -1.886964e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76661 members 
Mstep: Class 2 contains 70137 members 
Entering Unmasked Estep 
Score: -18869628.000000 Penalty: 3866.464111
	Iteration 63Q: 3 clusters Score -1.886963e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76402 members 
Mstep: Class 2 contains 70396 members 
Entering Unmasked Estep 
Score: -18869582.000000 Penalty: 3866.464111
	Iteration 64Q: 3 clusters Score -1.886958e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76188 members 
Mstep: Class 2 contains 70610 members 
Entering Unmasked Estep 
Score: -18869574.000000 Penalty: 3866.464111
	Iteration 65Q: 3 clusters Score -1.886957e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75979 members 
Mstep: Class 2 contains 70819 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -1.886958e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75790 members 
Mstep: Class 2 contains 71008 members 
Entering Unmasked Estep 
Score: -18869564.000000 Penalty: 3866.464111
	Iteration 67Q: 3 clusters Score -1.886956e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75600 members 
Mstep: Class 2 contains 71198 members 
Entering Unmasked Estep 
Score: -18869538.000000 Penalty: 3866.464111
	Iteration 68Q: 3 clusters Score -1.886954e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75369 members 
Mstep: Class 2 contains 71429 members 
Entering Unmasked Estep 
Score: -18869490.000000 Penalty: 3866.464111
	Iteration 69Q: 3 clusters Score -1.886949e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75112 members 
Mstep: Class 2 contains 71686 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -1.886949e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74829 members 
Mstep: Class 2 contains 71969 members 
Entering Unmasked Estep 
Score: -18869480.000000 Penalty: 3866.464111
	Iteration 71Q: 3 clusters Score -1.886948e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74499 members 
Mstep: Class 2 contains 72299 members 
Entering Unmasked Estep 
Score: -18869448.000000 Penalty: 3866.464111
	Iteration 72Q: 3 clusters Score -1.886945e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74186 members 
Mstep: Class 2 contains 72612 members 
Entering Unmasked Estep 
Score: -18869450.000000 Penalty: 3866.464111
	Iteration 73Q: 3 clusters Score -1.886945e+07 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73836 members 
Mstep: Class 2 contains 72962 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -1.88695e+07 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73460 members 
Mstep: Class 2 contains 73338 members 
Entering Unmasked Estep 
Score: -18869508.000000 Penalty: 3866.464111
	Iteration 75Q: 3 clusters Score -1.886951e+07 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73017 members 
Mstep: Class 2 contains 73781 members 
Entering Unmasked Estep 
Score: -18869544.000000 Penalty: 3866.464111
	Iteration 76Q: 3 clusters Score -1.886954e+07 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72515 members 
Mstep: Class 2 contains 74283 members 
Entering Unmasked Estep 
Score: -18869648.000000 Penalty: 3866.464111
	Iteration 77Q: 3 clusters Score -1.886965e+07 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71963 members 
Mstep: Class 2 contains 74835 members 
Entering Unmasked Estep 
Score: -18869648.000000 Penalty: 3866.464111
	Iteration 78Q: 3 clusters Score -1.886965e+07 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71379 members 
Mstep: Class 2 contains 75419 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -1.88697e+07 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70768 members 
Mstep: Class 2 contains 76030 members 
Entering Unmasked Estep 
Score: -18869718.000000 Penalty: 3866.464111
	Iteration 80F: 3 clusters Score -1.886972e+07 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70105 members 
Mstep: Class 2 contains 76693 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -1.886971e+07 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69377 members 
Mstep: Class 2 contains 77421 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -1.886972e+07 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68554 members 
Mstep: Class 2 contains 78244 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -1.886975e+07 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67638 members 
Mstep: Class 2 contains 79160 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -1.88697e+07 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66647 members 
Mstep: Class 2 contains 80151 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -1.886972e+07 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65524 members 
Mstep: Class 2 contains 81274 members 
Entering Unmasked Estep 
Score: -18869814.000000 Penalty: 3866.464111
	Iteration 86Q: 3 clusters Score -1.886981e+07 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64302 members 
Mstep: Class 2 contains 82496 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -1.88699e+07 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62896 members 
Mstep: Class 2 contains 83902 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -1.886988e+07 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61509 members 
Mstep: Class 2 contains 85289 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -1.887005e+07 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60025 members 
Mstep: Class 2 contains 86773 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -1.887019e+07 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58474 members 
Mstep: Class 2 contains 88324 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -1.887029e+07 nChanged 1941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56915 members 
Mstep: Class 2 contains 89883 members 
Entering Unmasked Estep 
Score: -18870394.000000 Penalty: 3866.464111
	Iteration 92Q: 3 clusters Score -1.887039e+07 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55372 members 
Mstep: Class 2 contains 91426 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -1.88705e+07 nChanged 2043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53739 members 
Mstep: Class 2 contains 93059 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -1.887077e+07 nChanged 2172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51985 members 
Mstep: Class 2 contains 94813 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -1.887096e+07 nChanged 2251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50170 members 
Mstep: Class 2 contains 96628 members 
Entering Unmasked Estep 
Score: -18871216.000000 Penalty: 3866.464111
	Iteration 96Q: 3 clusters Score -1.887122e+07 nChanged 2298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48272 members 
Mstep: Class 2 contains 98526 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -1.887134e+07 nChanged 2402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46284 members 
Mstep: Class 2 contains 100514 members 
Entering Unmasked Estep 
Score: -18871612.000000 Penalty: 3866.464111
	Iteration 98Q: 3 clusters Score -1.887161e+07 nChanged 2403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44289 members 
Mstep: Class 2 contains 102509 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -1.88718e+07 nChanged 2380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42325 members 
Mstep: Class 2 contains 104473 members 
Entering Unmasked Estep 
Score: -18872062.000000 Penalty: 3866.464111
	Iteration 100F: 3 clusters Score -1.887206e+07 nChanged 2410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40291 members 
Mstep: Class 2 contains 106507 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -1.887221e+07 nChanged 2443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38178 members 
Mstep: Class 2 contains 108620 members 
Entering Unmasked Estep 
Score: -18872524.000000 Penalty: 3866.464111
	Iteration 102Q: 3 clusters Score -1.887252e+07 nChanged 2348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36114 members 
Mstep: Class 2 contains 110684 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -1.887285e+07 nChanged 2321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34081 members 
Mstep: Class 2 contains 112717 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -1.887334e+07 nChanged 2269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32080 members 
Mstep: Class 2 contains 114718 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -1.887358e+07 nChanged 2211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30129 members 
Mstep: Class 2 contains 116669 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -1.887387e+07 nChanged 2151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28178 members 
Mstep: Class 2 contains 118620 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -1.887404e+07 nChanged 2189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26185 members 
Mstep: Class 2 contains 120613 members 
Entering Unmasked Estep 
Score: -18874356.000000 Penalty: 3866.464111
	Iteration 108Q: 3 clusters Score -1.887436e+07 nChanged 2121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24240 members 
Mstep: Class 2 contains 122558 members 
Entering Unmasked Estep 
Score: -18874602.000000 Penalty: 3866.464111
	Iteration 109Q: 3 clusters Score -1.88746e+07 nChanged 2088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22306 members 
Mstep: Class 2 contains 124492 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -1.887474e+07 nChanged 1955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20491 members 
Mstep: Class 2 contains 126307 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -1.887472e+07 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18809 members 
Mstep: Class 2 contains 127989 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -1.887453e+07 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17228 members 
Mstep: Class 2 contains 129570 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -1.887467e+07 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15697 members 
Mstep: Class 2 contains 131101 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -1.887479e+07 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14242 members 
Mstep: Class 2 contains 132556 members 
Entering Unmasked Estep 
Score: -18874944.000000 Penalty: 3866.464111
	Iteration 115Q: 3 clusters Score -1.887494e+07 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12874 members 
Mstep: Class 2 contains 133924 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -1.887487e+07 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11658 members 
Mstep: Class 2 contains 135140 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -1.887496e+07 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10543 members 
Mstep: Class 2 contains 136255 members 
Entering Unmasked Estep 
Score: -18875064.000000 Penalty: 3866.464111
	Iteration 118Q: 3 clusters Score -1.887506e+07 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9521 members 
Mstep: Class 2 contains 137277 members 
Entering Unmasked Estep 
Score: -18875162.000000 Penalty: 3866.464111
	Iteration 119Q: 3 clusters Score -1.887516e+07 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8641 members 
Mstep: Class 2 contains 138157 members 
Entering Unmasked Estep 
Score: -18875280.000000 Penalty: 3866.464111
	Iteration 120F: 3 clusters Score -1.887528e+07 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7823 members 
Mstep: Class 2 contains 138975 members 
Entering Unmasked Estep 
Score: -18875298.000000 Penalty: 3866.464111
	Iteration 121Q: 3 clusters Score -1.88753e+07 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7047 members 
Mstep: Class 2 contains 139751 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -1.887542e+07 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6357 members 
Mstep: Class 2 contains 140441 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -1.887547e+07 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5730 members 
Mstep: Class 2 contains 141068 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -1.887556e+07 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 141645 members 
Entering Unmasked Estep 
Score: -18875700.000000 Penalty: 3866.464111
	Iteration 125Q: 3 clusters Score -1.88757e+07 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 142232 members 
Entering Unmasked Estep 
Score: -18875736.000000 Penalty: 3866.464111
	Iteration 126Q: 3 clusters Score -1.887574e+07 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 142780 members 
Entering Unmasked Estep 
Score: -18875816.000000 Penalty: 3866.464111
	Iteration 127Q: 3 clusters Score -1.887582e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 143265 members 
Entering Unmasked Estep 
Score: -18875858.000000 Penalty: 3866.464111
	Iteration 128Q: 3 clusters Score -1.887586e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 143677 members 
Entering Unmasked Estep 
Score: -18875992.000000 Penalty: 3866.464111
	Iteration 129Q: 3 clusters Score -1.887599e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 144043 members 
Entering Unmasked Estep 
Score: -18876002.000000 Penalty: 3866.464111
	Iteration 130Q: 3 clusters Score -1.8876e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 144348 members 
Entering Unmasked Estep 
Score: -18876152.000000 Penalty: 3866.464111
	Iteration 131Q: 3 clusters Score -1.887615e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 144602 members 
Entering Unmasked Estep 
Score: -18876130.000000 Penalty: 3866.464111
	Iteration 132Q: 3 clusters Score -1.887613e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 144805 members 
Entering Unmasked Estep 
Score: -18876162.000000 Penalty: 3866.464111
	Iteration 133Q: 3 clusters Score -1.887616e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 144981 members 
Entering Unmasked Estep 
Score: -18876206.000000 Penalty: 3866.464111
	Iteration 134Q: 3 clusters Score -1.887621e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 145116 members 
Entering Unmasked Estep 
Score: -18876224.000000 Penalty: 3866.464111
	Iteration 135Q: 3 clusters Score -1.887622e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 145246 members 
Entering Unmasked Estep 
Score: -18876262.000000 Penalty: 3866.464111
	Iteration 136Q: 3 clusters Score -1.887626e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 145359 members 
Entering Unmasked Estep 
Score: -18876308.000000 Penalty: 3866.464111
	Iteration 137Q: 3 clusters Score -1.887631e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 145460 members 
Entering Unmasked Estep 
Score: -18876306.000000 Penalty: 3866.464111
	Iteration 138Q: 3 clusters Score -1.887631e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 145560 members 
Entering Unmasked Estep 
Score: -18876390.000000 Penalty: 3866.464111
	Iteration 139Q: 3 clusters Score -1.887639e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 145632 members 
Entering Unmasked Estep 
Score: -18876416.000000 Penalty: 3866.464111
	Iteration 140F: 3 clusters Score -1.887642e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 145696 members 
Entering Unmasked Estep 
Score: -18876448.000000 Penalty: 3866.464111
	Iteration 141Q: 3 clusters Score -1.887645e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 145765 members 
Entering Unmasked Estep 
Score: -18876494.000000 Penalty: 3866.464111
	Iteration 142Q: 3 clusters Score -1.887649e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 145819 members 
Entering Unmasked Estep 
Score: -18876520.000000 Penalty: 3866.464111
	Iteration 143Q: 3 clusters Score -1.887652e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 145874 members 
Entering Unmasked Estep 
Score: -18876530.000000 Penalty: 3866.464111
	Iteration 144Q: 3 clusters Score -1.887653e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 145906 members 
Entering Unmasked Estep 
Score: -18876572.000000 Penalty: 3866.464111
	Iteration 145Q: 3 clusters Score -1.887657e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 145934 members 
Entering Unmasked Estep 
Score: -18876562.000000 Penalty: 3866.464111
	Iteration 146Q: 3 clusters Score -1.887656e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 145956 members 
Entering Unmasked Estep 
Score: -18876562.000000 Penalty: 3866.464111
	Iteration 147Q: 3 clusters Score -1.887656e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 145968 members 
Entering Unmasked Estep 
Score: -18876574.000000 Penalty: 3866.464111
	Iteration 148Q: 3 clusters Score -1.887657e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 145979 members 
Entering Unmasked Estep 
Score: -18876566.000000 Penalty: 3866.464111
	Iteration 149Q: 3 clusters Score -1.887657e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 145987 members 
Entering Unmasked Estep 
Score: -18876588.000000 Penalty: 3866.464111
	Iteration 150Q: 3 clusters Score -1.887659e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 145998 members 
Entering Unmasked Estep 
Score: -18876582.000000 Penalty: 3866.464111
	Iteration 151Q: 3 clusters Score -1.887658e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 146002 members 
Entering Unmasked Estep 
Score: -18876586.000000 Penalty: 3866.464111
	Iteration 152Q: 3 clusters Score -1.887659e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 146005 members 
Entering Unmasked Estep 
Score: -18876576.000000 Penalty: 3866.464111
	Iteration 153Q: 3 clusters Score -1.887658e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 146007 members 
Entering Unmasked Estep 
Score: -18876580.000000 Penalty: 3866.464111
	Iteration 154Q: 3 clusters Score -1.887658e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 146011 members 
Entering Unmasked Estep 
Score: -18876592.000000 Penalty: 3866.464111
	Iteration 155Q: 3 clusters Score -1.887659e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 146014 members 
Entering Unmasked Estep 
Score: -18876600.000000 Penalty: 3866.464111
	Iteration 156Q: 3 clusters Score -1.88766e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 146017 members 
Entering Unmasked Estep 
Score: -18876584.000000 Penalty: 3866.464111
	Iteration 157Q: 3 clusters Score -1.887658e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 146019 members 
Entering Unmasked Estep 
Score: -18876586.000000 Penalty: 3866.464111
	Iteration 158Q: 3 clusters Score -1.887659e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 146022 members 
Entering Unmasked Estep 
Score: -18876582.000000 Penalty: 3866.464111
	Iteration 159Q: 3 clusters Score -1.887658e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 146026 members 
Entering Unmasked Estep 
Score: -18876598.000000 Penalty: 3866.464111
	Iteration 160F: 3 clusters Score -1.88766e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 146034 members 
Entering Unmasked Estep 
Score: -18876594.000000 Penalty: 3866.464111
	Iteration 161Q: 3 clusters Score -1.887659e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 146039 members 
Entering Unmasked Estep 
Score: -18876600.000000 Penalty: 3866.464111
	Iteration 162Q: 3 clusters Score -1.88766e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 146042 members 
Entering Unmasked Estep 
Score: -18876612.000000 Penalty: 3866.464111
	Iteration 163Q: 3 clusters Score -1.887661e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 146046 members 
Entering Unmasked Estep 
Score: -18876598.000000 Penalty: 3866.464111
	Iteration 164Q: 3 clusters Score -1.88766e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 146049 members 
Entering Unmasked Estep 
Score: -18876608.000000 Penalty: 3866.464111
	Iteration 165Q: 3 clusters Score -1.887661e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 146054 members 
Entering Unmasked Estep 
Score: -18876618.000000 Penalty: 3866.464111
	Iteration 166Q: 3 clusters Score -1.887662e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 146057 members 
Entering Unmasked Estep 
Score: -18876626.000000 Penalty: 3866.464111
	Iteration 167Q: 3 clusters Score -1.887663e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 146064 members 
Entering Unmasked Estep 
Score: -18876626.000000 Penalty: 3866.464111
	Iteration 168Q: 3 clusters Score -1.887663e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 146069 members 
Entering Unmasked Estep 
Score: -18876620.000000 Penalty: 3866.464111
	Iteration 169Q: 3 clusters Score -1.887662e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 146075 members 
Entering Unmasked Estep 
Score: -18876622.000000 Penalty: 3866.464111
	Iteration 170Q: 3 clusters Score -1.887662e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 146079 members 
Entering Unmasked Estep 
Score: -18876626.000000 Penalty: 3866.464111
	Iteration 171Q: 3 clusters Score -1.887663e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 146081 members 
Entering Unmasked Estep 
Score: -18876636.000000 Penalty: 3866.464111
	Iteration 172Q: 3 clusters Score -1.887664e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 146081 members 
Entering Unmasked Estep 
Score: -18876630.000000 Penalty: 3866.464111
	Iteration 173Q: 3 clusters Score -1.887663e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 146081 members 
Entering Unmasked Estep 
Score: -18876626.000000 Penalty: 3866.464111
	Iteration 174Q: 3 clusters Score -1.887663e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 146080 members 
Entering Unmasked Estep 
Score: -18876620.000000 Penalty: 3866.464111
	Iteration 175Q: 3 clusters Score -1.887662e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 146081 members 
Entering Unmasked Estep 
Score: -18876626.000000 Penalty: 3866.464111
	Iteration 176Q: 3 clusters Score -1.887663e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 146081 members 
Entering Unmasked Estep 
Score: -18876626.000000 Penalty: 3866.464111
	Iteration 177F: 3 clusters Score -1.887663e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (2490 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Entering Unmasked Estep 
Score: -310372.031250 Penalty: 1270.756104
	Iteration 0F: 2 clusters Score -310372 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 1218 members 
Entering Unmasked Estep 
Score: -308018.375000 Penalty: 2541.512207
	Iteration 0F: 3 clusters Score -308018.4 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -308696.968750 Penalty: 2541.512207
	Iteration 1F: 3 clusters Score -308697 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -308845.843750 Penalty: 2541.512207
	Iteration 2F: 3 clusters Score -308845.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -308944.281250 Penalty: 2541.512207
	Iteration 3F: 3 clusters Score -308944.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -309026.187500 Penalty: 2541.512207
	Iteration 4Q: 3 clusters Score -309026.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -309096.375000 Penalty: 2541.512207
	Iteration 5Q: 3 clusters Score -309096.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -309158.406250 Penalty: 2541.512207
	Iteration 6Q: 3 clusters Score -309158.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -309206.125000 Penalty: 2541.512207
	Iteration 7Q: 3 clusters Score -309206.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -309245.375000 Penalty: 2541.512207
	Iteration 8Q: 3 clusters Score -309245.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -309271.875000 Penalty: 2541.512207
	Iteration 9Q: 3 clusters Score -309271.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -309286.812500 Penalty: 2541.512207
	Iteration 10Q: 3 clusters Score -309286.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -309298.968750 Penalty: 2541.512207
	Iteration 11Q: 3 clusters Score -309299 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -309309.375000 Penalty: 2541.512207
	Iteration 12Q: 3 clusters Score -309309.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -309322.656250 Penalty: 2541.512207
	Iteration 13Q: 3 clusters Score -309322.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -309338.406250 Penalty: 2541.512207
	Iteration 14Q: 3 clusters Score -309338.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -309350.968750 Penalty: 2541.512207
	Iteration 15Q: 3 clusters Score -309351 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -309370.562500 Penalty: 2541.512207
	Iteration 16Q: 3 clusters Score -309370.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -309408.718750 Penalty: 2541.512207
	Iteration 17Q: 3 clusters Score -309408.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -309443.093750 Penalty: 2541.512207
	Iteration 18Q: 3 clusters Score -309443.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -309480.187500 Penalty: 2541.512207
	Iteration 19Q: 3 clusters Score -309480.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -309511.781250 Penalty: 2541.512207
	Iteration 20F: 3 clusters Score -309511.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -309540.750000 Penalty: 2541.512207
	Iteration 21Q: 3 clusters Score -309540.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -309576.500000 Penalty: 2541.512207
	Iteration 22Q: 3 clusters Score -309576.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -309608.250000 Penalty: 2541.512207
	Iteration 23Q: 3 clusters Score -309608.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -309622.500000 Penalty: 2541.512207
	Iteration 24Q: 3 clusters Score -309622.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -309628.343750 Penalty: 2541.512207
	Iteration 25Q: 3 clusters Score -309628.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -309631.343750 Penalty: 2541.512207
	Iteration 26Q: 3 clusters Score -309631.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -309634.218750 Penalty: 2541.512207
	Iteration 27Q: 3 clusters Score -309634.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -309634.906250 Penalty: 2541.512207
	Iteration 28Q: 3 clusters Score -309634.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -309636.218750 Penalty: 2541.512207
	Iteration 29Q: 3 clusters Score -309636.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -309637.500000 Penalty: 2541.512207
	Iteration 30Q: 3 clusters Score -309637.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -309638.156250 Penalty: 2541.512207
	Iteration 31Q: 3 clusters Score -309638.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -309638.156250 Penalty: 2541.512207
	Iteration 32F: 3 clusters Score -309638.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (17908 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17908 members 
Entering Unmasked Estep 
Score: -2254201.750000 Penalty: 1591.363037
	Iteration 0F: 2 clusters Score -2254202 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8966 members 
Mstep: Class 2 contains 8942 members 
Entering Unmasked Estep 
Score: -2241782.250000 Penalty: 3182.726074
	Iteration 0F: 3 clusters Score -2241782 nChanged 8075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9001 members 
Mstep: Class 2 contains 8907 members 
Entering Unmasked Estep 
Score: -2246294.500000 Penalty: 3182.726074
	Iteration 1F: 3 clusters Score -2246294 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9064 members 
Mstep: Class 2 contains 8844 members 
Entering Unmasked Estep 
Score: -2246625.500000 Penalty: 3182.726074
	Iteration 2F: 3 clusters Score -2246626 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9162 members 
Mstep: Class 2 contains 8746 members 
Entering Unmasked Estep 
Score: -2246908.250000 Penalty: 3182.726074
	Iteration 3Q: 3 clusters Score -2246908 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9267 members 
Mstep: Class 2 contains 8641 members 
Entering Unmasked Estep 
Score: -2247135.000000 Penalty: 3182.726074
	Iteration 4Q: 3 clusters Score -2247135 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9359 members 
Mstep: Class 2 contains 8549 members 
Entering Unmasked Estep 
Score: -2247326.250000 Penalty: 3182.726074
	Iteration 5Q: 3 clusters Score -2247326 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9469 members 
Mstep: Class 2 contains 8439 members 
Entering Unmasked Estep 
Score: -2247508.000000 Penalty: 3182.726074
	Iteration 6Q: 3 clusters Score -2247508 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9615 members 
Mstep: Class 2 contains 8293 members 
Entering Unmasked Estep 
Score: -2247707.250000 Penalty: 3182.726074
	Iteration 7Q: 3 clusters Score -2247707 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9821 members 
Mstep: Class 2 contains 8087 members 
Entering Unmasked Estep 
Score: -2247886.750000 Penalty: 3182.726074
	Iteration 8Q: 3 clusters Score -2247887 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10070 members 
Mstep: Class 2 contains 7838 members 
Entering Unmasked Estep 
Score: -2248103.500000 Penalty: 3182.726074
	Iteration 9Q: 3 clusters Score -2248104 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10423 members 
Mstep: Class 2 contains 7485 members 
Entering Unmasked Estep 
Score: -2248355.250000 Penalty: 3182.726074
	Iteration 10Q: 3 clusters Score -2248355 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10880 members 
Mstep: Class 2 contains 7028 members 
Entering Unmasked Estep 
Score: -2248662.750000 Penalty: 3182.726074
	Iteration 11Q: 3 clusters Score -2248663 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11379 members 
Mstep: Class 2 contains 6529 members 
Entering Unmasked Estep 
Score: -2248988.500000 Penalty: 3182.726074
	Iteration 12Q: 3 clusters Score -2248988 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11953 members 
Mstep: Class 2 contains 5955 members 
Entering Unmasked Estep 
Score: -2249381.250000 Penalty: 3182.726074
	Iteration 13Q: 3 clusters Score -2249381 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12606 members 
Mstep: Class 2 contains 5302 members 
Entering Unmasked Estep 
Score: -2249791.750000 Penalty: 3182.726074
	Iteration 14Q: 3 clusters Score -2249792 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13294 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -2250204.000000 Penalty: 3182.726074
	Iteration 15Q: 3 clusters Score -2250204 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13954 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -2250597.250000 Penalty: 3182.726074
	Iteration 16Q: 3 clusters Score -2250597 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14560 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -2250944.750000 Penalty: 3182.726074
	Iteration 17Q: 3 clusters Score -2250945 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15094 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -2251255.250000 Penalty: 3182.726074
	Iteration 18Q: 3 clusters Score -2251255 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15580 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -2251576.500000 Penalty: 3182.726074
	Iteration 19Q: 3 clusters Score -2251576 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16019 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -2251872.500000 Penalty: 3182.726074
	Iteration 20F: 3 clusters Score -2251872 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16362 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -2252107.250000 Penalty: 3182.726074
	Iteration 21Q: 3 clusters Score -2252107 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16635 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -2252278.250000 Penalty: 3182.726074
	Iteration 22Q: 3 clusters Score -2252278 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16859 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -2252416.750000 Penalty: 3182.726074
	Iteration 23Q: 3 clusters Score -2252417 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17025 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -2252537.250000 Penalty: 3182.726074
	Iteration 24Q: 3 clusters Score -2252537 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17141 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -2252620.000000 Penalty: 3182.726074
	Iteration 25Q: 3 clusters Score -2252620 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17216 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -2252677.750000 Penalty: 3182.726074
	Iteration 26Q: 3 clusters Score -2252678 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17282 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -2252729.250000 Penalty: 3182.726074
	Iteration 27Q: 3 clusters Score -2252729 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17325 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -2252773.250000 Penalty: 3182.726074
	Iteration 28Q: 3 clusters Score -2252773 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17362 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -2252805.750000 Penalty: 3182.726074
	Iteration 29Q: 3 clusters Score -2252806 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17389 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -2252825.000000 Penalty: 3182.726074
	Iteration 30Q: 3 clusters Score -2252825 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17411 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -2252846.750000 Penalty: 3182.726074
	Iteration 31Q: 3 clusters Score -2252847 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17421 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -2252866.000000 Penalty: 3182.726074
	Iteration 32Q: 3 clusters Score -2252866 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17426 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -2252874.750000 Penalty: 3182.726074
	Iteration 33Q: 3 clusters Score -2252875 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17431 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -2252883.750000 Penalty: 3182.726074
	Iteration 34Q: 3 clusters Score -2252884 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17437 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -2252888.250000 Penalty: 3182.726074
	Iteration 35Q: 3 clusters Score -2252888 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17441 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -2252892.250000 Penalty: 3182.726074
	Iteration 36Q: 3 clusters Score -2252892 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17444 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -2252898.000000 Penalty: 3182.726074
	Iteration 37Q: 3 clusters Score -2252898 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17449 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -2252902.000000 Penalty: 3182.726074
	Iteration 38Q: 3 clusters Score -2252902 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17454 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -2252907.250000 Penalty: 3182.726074
	Iteration 39Q: 3 clusters Score -2252907 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17462 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -2252922.500000 Penalty: 3182.726074
	Iteration 40F: 3 clusters Score -2252922 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17471 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -2252939.750000 Penalty: 3182.726074
	Iteration 41Q: 3 clusters Score -2252940 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17483 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -2252971.000000 Penalty: 3182.726074
	Iteration 42Q: 3 clusters Score -2252971 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17495 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -2252995.750000 Penalty: 3182.726074
	Iteration 43Q: 3 clusters Score -2252996 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17499 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -2252998.750000 Penalty: 3182.726074
	Iteration 44Q: 3 clusters Score -2252999 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17502 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -2253002.750000 Penalty: 3182.726074
	Iteration 45Q: 3 clusters Score -2253003 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17508 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -2253003.750000 Penalty: 3182.726074
	Iteration 46Q: 3 clusters Score -2253004 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17511 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -2253006.500000 Penalty: 3182.726074
	Iteration 47Q: 3 clusters Score -2253006 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17511 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -2253011.750000 Penalty: 3182.726074
	Iteration 48Q: 3 clusters Score -2253012 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17515 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -2253015.000000 Penalty: 3182.726074
	Iteration 49Q: 3 clusters Score -2253015 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17517 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -2253018.000000 Penalty: 3182.726074
	Iteration 50Q: 3 clusters Score -2253018 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17520 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -2253022.500000 Penalty: 3182.726074
	Iteration 51Q: 3 clusters Score -2253022 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17524 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -2253029.500000 Penalty: 3182.726074
	Iteration 52Q: 3 clusters Score -2253030 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17526 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -2253035.250000 Penalty: 3182.726074
	Iteration 53Q: 3 clusters Score -2253035 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17526 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -2253031.750000 Penalty: 3182.726074
	Iteration 54Q: 3 clusters Score -2253032 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17525 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -2253034.250000 Penalty: 3182.726074
	Iteration 55Q: 3 clusters Score -2253034 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17525 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -2253034.250000 Penalty: 3182.726074
	Iteration 56F: 3 clusters Score -2253034 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (9552 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9552 members 
Entering Unmasked Estep 
Score: -1203775.125000 Penalty: 1489.232178
	Iteration 0F: 2 clusters Score -1203775 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -1196882.250000 Penalty: 2978.464355
	Iteration 0F: 3 clusters Score -1196882 nChanged 4132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 5190 members 
Entering Unmasked Estep 
Score: -1199147.500000 Penalty: 2978.464355
	Iteration 1F: 3 clusters Score -1199148 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 5422 members 
Entering Unmasked Estep 
Score: -1199488.875000 Penalty: 2978.464355
	Iteration 2F: 3 clusters Score -1199489 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 5717 members 
Entering Unmasked Estep 
Score: -1199802.625000 Penalty: 2978.464355
	Iteration 3F: 3 clusters Score -1199803 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 6026 members 
Entering Unmasked Estep 
Score: -1200056.125000 Penalty: 2978.464355
	Iteration 4F: 3 clusters Score -1200056 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 6345 members 
Entering Unmasked Estep 
Score: -1200284.250000 Penalty: 2978.464355
	Iteration 5Q: 3 clusters Score -1200284 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 6677 members 
Entering Unmasked Estep 
Score: -1200497.625000 Penalty: 2978.464355
	Iteration 6Q: 3 clusters Score -1200498 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 7047 members 
Entering Unmasked Estep 
Score: -1200728.875000 Penalty: 2978.464355
	Iteration 7Q: 3 clusters Score -1200729 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 7401 members 
Entering Unmasked Estep 
Score: -1200957.750000 Penalty: 2978.464355
	Iteration 8Q: 3 clusters Score -1200958 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 7747 members 
Entering Unmasked Estep 
Score: -1201182.375000 Penalty: 2978.464355
	Iteration 9Q: 3 clusters Score -1201182 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 8061 members 
Entering Unmasked Estep 
Score: -1201392.500000 Penalty: 2978.464355
	Iteration 10Q: 3 clusters Score -1201392 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 8352 members 
Entering Unmasked Estep 
Score: -1201622.000000 Penalty: 2978.464355
	Iteration 11Q: 3 clusters Score -1201622 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 8607 members 
Entering Unmasked Estep 
Score: -1201844.625000 Penalty: 2978.464355
	Iteration 12Q: 3 clusters Score -1201845 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 8801 members 
Entering Unmasked Estep 
Score: -1202009.375000 Penalty: 2978.464355
	Iteration 13Q: 3 clusters Score -1202009 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 8953 members 
Entering Unmasked Estep 
Score: -1202129.875000 Penalty: 2978.464355
	Iteration 14Q: 3 clusters Score -1202130 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 9065 members 
Entering Unmasked Estep 
Score: -1202243.125000 Penalty: 2978.464355
	Iteration 15Q: 3 clusters Score -1202243 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 9141 members 
Entering Unmasked Estep 
Score: -1202325.625000 Penalty: 2978.464355
	Iteration 16Q: 3 clusters Score -1202326 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 9179 members 
Entering Unmasked Estep 
Score: -1202368.375000 Penalty: 2978.464355
	Iteration 17Q: 3 clusters Score -1202368 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 9207 members 
Entering Unmasked Estep 
Score: -1202405.750000 Penalty: 2978.464355
	Iteration 18Q: 3 clusters Score -1202406 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 9228 members 
Entering Unmasked Estep 
Score: -1202428.250000 Penalty: 2978.464355
	Iteration 19Q: 3 clusters Score -1202428 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 9243 members 
Entering Unmasked Estep 
Score: -1202442.125000 Penalty: 2978.464355
	Iteration 20F: 3 clusters Score -1202442 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 9252 members 
Entering Unmasked Estep 
Score: -1202446.875000 Penalty: 2978.464355
	Iteration 21Q: 3 clusters Score -1202447 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 9255 members 
Entering Unmasked Estep 
Score: -1202449.375000 Penalty: 2978.464355
	Iteration 22Q: 3 clusters Score -1202449 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 9261 members 
Entering Unmasked Estep 
Score: -1202455.125000 Penalty: 2978.464355
	Iteration 23Q: 3 clusters Score -1202455 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 9266 members 
Entering Unmasked Estep 
Score: -1202457.125000 Penalty: 2978.464355
	Iteration 24Q: 3 clusters Score -1202457 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 9272 members 
Entering Unmasked Estep 
Score: -1202461.875000 Penalty: 2978.464355
	Iteration 25Q: 3 clusters Score -1202462 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 9274 members 
Entering Unmasked Estep 
Score: -1202463.000000 Penalty: 2978.464355
	Iteration 26Q: 3 clusters Score -1202463 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 9278 members 
Entering Unmasked Estep 
Score: -1202466.750000 Penalty: 2978.464355
	Iteration 27Q: 3 clusters Score -1202467 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 9281 members 
Entering Unmasked Estep 
Score: -1202467.250000 Penalty: 2978.464355
	Iteration 28Q: 3 clusters Score -1202467 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 9282 members 
Entering Unmasked Estep 
Score: -1202468.000000 Penalty: 2978.464355
	Iteration 29Q: 3 clusters Score -1202468 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 9284 members 
Entering Unmasked Estep 
Score: -1202468.500000 Penalty: 2978.464355
	Iteration 30Q: 3 clusters Score -1202468 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 9284 members 
Entering Unmasked Estep 
Score: -1202468.500000 Penalty: 2978.464355
	Iteration 31F: 3 clusters Score -1202468 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (20948 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20948 members 
Entering Unmasked Estep 
Score: -2453366.500000 Penalty: 1616.842285
	Iteration 0F: 2 clusters Score -2453366 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10519 members 
Mstep: Class 2 contains 10429 members 
Entering Unmasked Estep 
Score: -2439192.000000 Penalty: 3233.684570
	Iteration 0F: 3 clusters Score -2439192 nChanged 9446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10723 members 
Mstep: Class 2 contains 10225 members 
Entering Unmasked Estep 
Score: -2444436.250000 Penalty: 3233.684570
	Iteration 1F: 3 clusters Score -2444436 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10934 members 
Mstep: Class 2 contains 10014 members 
Entering Unmasked Estep 
Score: -2444919.750000 Penalty: 3233.684570
	Iteration 2F: 3 clusters Score -2444920 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11179 members 
Mstep: Class 2 contains 9769 members 
Entering Unmasked Estep 
Score: -2445510.750000 Penalty: 3233.684570
	Iteration 3F: 3 clusters Score -2445511 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11556 members 
Mstep: Class 2 contains 9392 members 
Entering Unmasked Estep 
Score: -2446205.250000 Penalty: 3233.684570
	Iteration 4F: 3 clusters Score -2446205 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12017 members 
Mstep: Class 2 contains 8931 members 
Entering Unmasked Estep 
Score: -2446978.000000 Penalty: 3233.684570
	Iteration 5F: 3 clusters Score -2446978 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12613 members 
Mstep: Class 2 contains 8335 members 
Entering Unmasked Estep 
Score: -2447668.250000 Penalty: 3233.684570
	Iteration 6F: 3 clusters Score -2447668 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13288 members 
Mstep: Class 2 contains 7660 members 
Entering Unmasked Estep 
Score: -2448314.750000 Penalty: 3233.684570
	Iteration 7F: 3 clusters Score -2448315 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14047 members 
Mstep: Class 2 contains 6901 members 
Entering Unmasked Estep 
Score: -2448901.500000 Penalty: 3233.684570
	Iteration 8Q: 3 clusters Score -2448902 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14875 members 
Mstep: Class 2 contains 6073 members 
Entering Unmasked Estep 
Score: -2449467.750000 Penalty: 3233.684570
	Iteration 9Q: 3 clusters Score -2449468 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15670 members 
Mstep: Class 2 contains 5278 members 
Entering Unmasked Estep 
Score: -2449981.500000 Penalty: 3233.684570
	Iteration 10Q: 3 clusters Score -2449982 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16403 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -2450441.000000 Penalty: 3233.684570
	Iteration 11Q: 3 clusters Score -2450441 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17119 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -2450892.000000 Penalty: 3233.684570
	Iteration 12Q: 3 clusters Score -2450892 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17735 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -2451293.500000 Penalty: 3233.684570
	Iteration 13Q: 3 clusters Score -2451294 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18268 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -2451627.500000 Penalty: 3233.684570
	Iteration 14Q: 3 clusters Score -2451628 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18717 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -2451908.250000 Penalty: 3233.684570
	Iteration 15Q: 3 clusters Score -2451908 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19074 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -2452119.250000 Penalty: 3233.684570
	Iteration 16Q: 3 clusters Score -2452119 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19318 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -2452257.000000 Penalty: 3233.684570
	Iteration 17Q: 3 clusters Score -2452257 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19515 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -2452362.250000 Penalty: 3233.684570
	Iteration 18Q: 3 clusters Score -2452362 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19670 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -2452443.750000 Penalty: 3233.684570
	Iteration 19Q: 3 clusters Score -2452444 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19799 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -2452515.750000 Penalty: 3233.684570
	Iteration 20F: 3 clusters Score -2452516 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19898 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -2452564.250000 Penalty: 3233.684570
	Iteration 21Q: 3 clusters Score -2452564 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19980 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -2452600.250000 Penalty: 3233.684570
	Iteration 22Q: 3 clusters Score -2452600 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20031 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -2452627.500000 Penalty: 3233.684570
	Iteration 23Q: 3 clusters Score -2452628 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20068 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -2452646.250000 Penalty: 3233.684570
	Iteration 24Q: 3 clusters Score -2452646 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20097 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -2452660.500000 Penalty: 3233.684570
	Iteration 25Q: 3 clusters Score -2452660 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20123 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -2452682.000000 Penalty: 3233.684570
	Iteration 26Q: 3 clusters Score -2452682 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20140 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -2452687.000000 Penalty: 3233.684570
	Iteration 27Q: 3 clusters Score -2452687 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20155 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -2452692.250000 Penalty: 3233.684570
	Iteration 28Q: 3 clusters Score -2452692 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20170 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -2452697.500000 Penalty: 3233.684570
	Iteration 29Q: 3 clusters Score -2452698 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20186 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -2452703.750000 Penalty: 3233.684570
	Iteration 30Q: 3 clusters Score -2452704 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20200 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -2452710.250000 Penalty: 3233.684570
	Iteration 31Q: 3 clusters Score -2452710 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20210 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -2452711.500000 Penalty: 3233.684570
	Iteration 32Q: 3 clusters Score -2452712 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20212 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -2452709.500000 Penalty: 3233.684570
	Iteration 33Q: 3 clusters Score -2452710 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20216 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -2452716.000000 Penalty: 3233.684570
	Iteration 34Q: 3 clusters Score -2452716 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20221 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -2452716.000000 Penalty: 3233.684570
	Iteration 35Q: 3 clusters Score -2452716 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20224 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -2452713.000000 Penalty: 3233.684570
	Iteration 36Q: 3 clusters Score -2452713 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20228 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -2452712.500000 Penalty: 3233.684570
	Iteration 37Q: 3 clusters Score -2452712 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20230 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -2452716.250000 Penalty: 3233.684570
	Iteration 38Q: 3 clusters Score -2452716 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20237 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -2452721.750000 Penalty: 3233.684570
	Iteration 39Q: 3 clusters Score -2452722 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20242 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -2452723.250000 Penalty: 3233.684570
	Iteration 40F: 3 clusters Score -2452723 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20244 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -2452723.500000 Penalty: 3233.684570
	Iteration 41Q: 3 clusters Score -2452724 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20245 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -2452720.000000 Penalty: 3233.684570
	Iteration 42Q: 3 clusters Score -2452720 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20247 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -2452719.500000 Penalty: 3233.684570
	Iteration 43Q: 3 clusters Score -2452720 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20249 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -2452722.000000 Penalty: 3233.684570
	Iteration 44Q: 3 clusters Score -2452722 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20250 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -2452718.000000 Penalty: 3233.684570
	Iteration 45Q: 3 clusters Score -2452718 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20250 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -2452718.000000 Penalty: 3233.684570
	Iteration 46F: 3 clusters Score -2452718 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (34991 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34991 members 
Entering Unmasked Estep 
Score: -4416653.500000 Penalty: 1700.212402
	Iteration 0F: 2 clusters Score -4416654 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17458 members 
Mstep: Class 2 contains 17533 members 
Entering Unmasked Estep 
Score: -4393241.500000 Penalty: 3400.424805
	Iteration 0F: 3 clusters Score -4393242 nChanged 16192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17210 members 
Mstep: Class 2 contains 17781 members 
Entering Unmasked Estep 
Score: -4402355.000000 Penalty: 3400.424805
	Iteration 1F: 3 clusters Score -4402355 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17244 members 
Mstep: Class 2 contains 17747 members 
Entering Unmasked Estep 
Score: -4402695.500000 Penalty: 3400.424805
	Iteration 2Q: 3 clusters Score -4402696 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17309 members 
Mstep: Class 2 contains 17682 members 
Entering Unmasked Estep 
Score: -4403044.500000 Penalty: 3400.424805
	Iteration 3Q: 3 clusters Score -4403044 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17419 members 
Mstep: Class 2 contains 17572 members 
Entering Unmasked Estep 
Score: -4403384.500000 Penalty: 3400.424805
	Iteration 4Q: 3 clusters Score -4403384 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17624 members 
Mstep: Class 2 contains 17367 members 
Entering Unmasked Estep 
Score: -4403706.500000 Penalty: 3400.424805
	Iteration 5Q: 3 clusters Score -4403706 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17905 members 
Mstep: Class 2 contains 17086 members 
Entering Unmasked Estep 
Score: -4404086.000000 Penalty: 3400.424805
	Iteration 6Q: 3 clusters Score -4404086 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18272 members 
Mstep: Class 2 contains 16719 members 
Entering Unmasked Estep 
Score: -4404528.500000 Penalty: 3400.424805
	Iteration 7Q: 3 clusters Score -4404528 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18770 members 
Mstep: Class 2 contains 16221 members 
Entering Unmasked Estep 
Score: -4405058.500000 Penalty: 3400.424805
	Iteration 8Q: 3 clusters Score -4405058 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19404 members 
Mstep: Class 2 contains 15587 members 
Entering Unmasked Estep 
Score: -4405600.000000 Penalty: 3400.424805
	Iteration 9Q: 3 clusters Score -4405600 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20066 members 
Mstep: Class 2 contains 14925 members 
Entering Unmasked Estep 
Score: -4406202.000000 Penalty: 3400.424805
	Iteration 10Q: 3 clusters Score -4406202 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20744 members 
Mstep: Class 2 contains 14247 members 
Entering Unmasked Estep 
Score: -4406740.500000 Penalty: 3400.424805
	Iteration 11Q: 3 clusters Score -4406740 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21460 members 
Mstep: Class 2 contains 13531 members 
Entering Unmasked Estep 
Score: -4407162.000000 Penalty: 3400.424805
	Iteration 12Q: 3 clusters Score -4407162 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22260 members 
Mstep: Class 2 contains 12731 members 
Entering Unmasked Estep 
Score: -4407552.500000 Penalty: 3400.424805
	Iteration 13Q: 3 clusters Score -4407552 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23111 members 
Mstep: Class 2 contains 11880 members 
Entering Unmasked Estep 
Score: -4407943.000000 Penalty: 3400.424805
	Iteration 14Q: 3 clusters Score -4407943 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24025 members 
Mstep: Class 2 contains 10966 members 
Entering Unmasked Estep 
Score: -4408302.500000 Penalty: 3400.424805
	Iteration 15Q: 3 clusters Score -4408302 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25015 members 
Mstep: Class 2 contains 9976 members 
Entering Unmasked Estep 
Score: -4408711.500000 Penalty: 3400.424805
	Iteration 16Q: 3 clusters Score -4408712 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26071 members 
Mstep: Class 2 contains 8920 members 
Entering Unmasked Estep 
Score: -4409196.000000 Penalty: 3400.424805
	Iteration 17Q: 3 clusters Score -4409196 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27246 members 
Mstep: Class 2 contains 7745 members 
Entering Unmasked Estep 
Score: -4409749.000000 Penalty: 3400.424805
	Iteration 18Q: 3 clusters Score -4409749 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28507 members 
Mstep: Class 2 contains 6484 members 
Entering Unmasked Estep 
Score: -4410445.000000 Penalty: 3400.424805
	Iteration 19Q: 3 clusters Score -4410445 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29851 members 
Mstep: Class 2 contains 5140 members 
Entering Unmasked Estep 
Score: -4411251.500000 Penalty: 3400.424805
	Iteration 20F: 3 clusters Score -4411252 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31140 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -4412087.000000 Penalty: 3400.424805
	Iteration 21Q: 3 clusters Score -4412087 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32293 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -4412986.000000 Penalty: 3400.424805
	Iteration 22Q: 3 clusters Score -4412986 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33215 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -4413706.500000 Penalty: 3400.424805
	Iteration 23Q: 3 clusters Score -4413706 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33898 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -4414291.500000 Penalty: 3400.424805
	Iteration 24Q: 3 clusters Score -4414292 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34296 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -4414641.500000 Penalty: 3400.424805
	Iteration 25Q: 3 clusters Score -4414642 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34524 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -4414865.000000 Penalty: 3400.424805
	Iteration 26Q: 3 clusters Score -4414865 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34632 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -4414975.500000 Penalty: 3400.424805
	Iteration 27Q: 3 clusters Score -4414976 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34678 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -4415038.500000 Penalty: 3400.424805
	Iteration 28Q: 3 clusters Score -4415038 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34706 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -4415069.000000 Penalty: 3400.424805
	Iteration 29Q: 3 clusters Score -4415069 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34724 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -4415094.500000 Penalty: 3400.424805
	Iteration 30Q: 3 clusters Score -4415094 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34738 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -4415114.500000 Penalty: 3400.424805
	Iteration 31Q: 3 clusters Score -4415114 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34743 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -4415126.500000 Penalty: 3400.424805
	Iteration 32Q: 3 clusters Score -4415126 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34746 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -4415137.000000 Penalty: 3400.424805
	Iteration 33Q: 3 clusters Score -4415137 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34749 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -4415145.500000 Penalty: 3400.424805
	Iteration 34Q: 3 clusters Score -4415146 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34754 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -4415148.000000 Penalty: 3400.424805
	Iteration 35Q: 3 clusters Score -4415148 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34756 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -4415158.000000 Penalty: 3400.424805
	Iteration 36Q: 3 clusters Score -4415158 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34761 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -4415162.500000 Penalty: 3400.424805
	Iteration 37Q: 3 clusters Score -4415162 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34765 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -4415167.000000 Penalty: 3400.424805
	Iteration 38Q: 3 clusters Score -4415167 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34765 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -4415167.000000 Penalty: 3400.424805
	Iteration 39Q: 3 clusters Score -4415167 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34766 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -4415169.000000 Penalty: 3400.424805
	Iteration 40F: 3 clusters Score -4415169 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34767 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -4415172.500000 Penalty: 3400.424805
	Iteration 41Q: 3 clusters Score -4415172 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34768 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -4415177.500000 Penalty: 3400.424805
	Iteration 42Q: 3 clusters Score -4415178 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34769 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -4415180.500000 Penalty: 3400.424805
	Iteration 43Q: 3 clusters Score -4415180 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34770 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -4415177.000000 Penalty: 3400.424805
	Iteration 44Q: 3 clusters Score -4415177 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34770 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -4415183.500000 Penalty: 3400.424805
	Iteration 45Q: 3 clusters Score -4415184 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34770 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -4415183.500000 Penalty: 3400.424805
	Iteration 46F: 3 clusters Score -4415184 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (5769 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5769 members 
Entering Unmasked Estep 
Score: -758305.562500 Penalty: 1407.291382
	Iteration 0F: 2 clusters Score -758305.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -753832.625000 Penalty: 2814.582764
	Iteration 0F: 3 clusters Score -753832.6 nChanged 2342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -755095.312500 Penalty: 2814.582764
	Iteration 1F: 3 clusters Score -755095.3 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -755270.250000 Penalty: 2814.582764
	Iteration 2F: 3 clusters Score -755270.2 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -755378.562500 Penalty: 2814.582764
	Iteration 3Q: 3 clusters Score -755378.6 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -755455.375000 Penalty: 2814.582764
	Iteration 4Q: 3 clusters Score -755455.4 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -755517.500000 Penalty: 2814.582764
	Iteration 5Q: 3 clusters Score -755517.5 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -755565.000000 Penalty: 2814.582764
	Iteration 6Q: 3 clusters Score -755565 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -755611.875000 Penalty: 2814.582764
	Iteration 7Q: 3 clusters Score -755611.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -755655.250000 Penalty: 2814.582764
	Iteration 8Q: 3 clusters Score -755655.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -755693.875000 Penalty: 2814.582764
	Iteration 9Q: 3 clusters Score -755693.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -755736.625000 Penalty: 2814.582764
	Iteration 10Q: 3 clusters Score -755736.6 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -755793.562500 Penalty: 2814.582764
	Iteration 11Q: 3 clusters Score -755793.6 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -755864.000000 Penalty: 2814.582764
	Iteration 12Q: 3 clusters Score -755864 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -755950.562500 Penalty: 2814.582764
	Iteration 13Q: 3 clusters Score -755950.6 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -756050.812500 Penalty: 2814.582764
	Iteration 14Q: 3 clusters Score -756050.8 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -756169.125000 Penalty: 2814.582764
	Iteration 15Q: 3 clusters Score -756169.1 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -756286.937500 Penalty: 2814.582764
	Iteration 16Q: 3 clusters Score -756286.9 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -756389.187500 Penalty: 2814.582764
	Iteration 17Q: 3 clusters Score -756389.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -756463.625000 Penalty: 2814.582764
	Iteration 18Q: 3 clusters Score -756463.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -756532.250000 Penalty: 2814.582764
	Iteration 19Q: 3 clusters Score -756532.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -756596.000000 Penalty: 2814.582764
	Iteration 20F: 3 clusters Score -756596 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -756649.187500 Penalty: 2814.582764
	Iteration 21Q: 3 clusters Score -756649.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -756699.250000 Penalty: 2814.582764
	Iteration 22Q: 3 clusters Score -756699.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -756728.500000 Penalty: 2814.582764
	Iteration 23Q: 3 clusters Score -756728.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -756753.187500 Penalty: 2814.582764
	Iteration 24Q: 3 clusters Score -756753.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -756780.750000 Penalty: 2814.582764
	Iteration 25Q: 3 clusters Score -756780.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -756801.875000 Penalty: 2814.582764
	Iteration 26Q: 3 clusters Score -756801.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -756816.812500 Penalty: 2814.582764
	Iteration 27Q: 3 clusters Score -756816.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -756830.125000 Penalty: 2814.582764
	Iteration 28Q: 3 clusters Score -756830.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -756841.000000 Penalty: 2814.582764
	Iteration 29Q: 3 clusters Score -756841 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -756848.250000 Penalty: 2814.582764
	Iteration 30Q: 3 clusters Score -756848.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -756852.687500 Penalty: 2814.582764
	Iteration 31Q: 3 clusters Score -756852.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 4929 members 
Entering Unmasked Estep 
Score: -756859.562500 Penalty: 2814.582764
	Iteration 32Q: 3 clusters Score -756859.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -756867.250000 Penalty: 2814.582764
	Iteration 33Q: 3 clusters Score -756867.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -756874.750000 Penalty: 2814.582764
	Iteration 34Q: 3 clusters Score -756874.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -756884.062500 Penalty: 2814.582764
	Iteration 35Q: 3 clusters Score -756884.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -756896.500000 Penalty: 2814.582764
	Iteration 36Q: 3 clusters Score -756896.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 5018 members 
Entering Unmasked Estep 
Score: -756903.125000 Penalty: 2814.582764
	Iteration 37Q: 3 clusters Score -756903.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -756908.062500 Penalty: 2814.582764
	Iteration 38Q: 3 clusters Score -756908.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -756918.437500 Penalty: 2814.582764
	Iteration 39Q: 3 clusters Score -756918.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -756927.500000 Penalty: 2814.582764
	Iteration 40F: 3 clusters Score -756927.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -756933.125000 Penalty: 2814.582764
	Iteration 41Q: 3 clusters Score -756933.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -756942.437500 Penalty: 2814.582764
	Iteration 42Q: 3 clusters Score -756942.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 5118 members 
Entering Unmasked Estep 
Score: -756953.687500 Penalty: 2814.582764
	Iteration 43Q: 3 clusters Score -756953.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -756958.687500 Penalty: 2814.582764
	Iteration 44Q: 3 clusters Score -756958.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -756965.937500 Penalty: 2814.582764
	Iteration 45Q: 3 clusters Score -756965.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 5163 members 
Entering Unmasked Estep 
Score: -756975.687500 Penalty: 2814.582764
	Iteration 46Q: 3 clusters Score -756975.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
Score: -756983.750000 Penalty: 2814.582764
	Iteration 47Q: 3 clusters Score -756983.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -756992.812500 Penalty: 2814.582764
	Iteration 48Q: 3 clusters Score -756992.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 5209 members 
Entering Unmasked Estep 
Score: -757002.062500 Penalty: 2814.582764
	Iteration 49Q: 3 clusters Score -757002.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 5219 members 
Entering Unmasked Estep 
Score: -757005.750000 Penalty: 2814.582764
	Iteration 50Q: 3 clusters Score -757005.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 5227 members 
Entering Unmasked Estep 
Score: -757010.750000 Penalty: 2814.582764
	Iteration 51Q: 3 clusters Score -757010.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 5236 members 
Entering Unmasked Estep 
Score: -757016.187500 Penalty: 2814.582764
	Iteration 52Q: 3 clusters Score -757016.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
Score: -757019.375000 Penalty: 2814.582764
	Iteration 53Q: 3 clusters Score -757019.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
Score: -757020.562500 Penalty: 2814.582764
	Iteration 54Q: 3 clusters Score -757020.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -757020.875000 Penalty: 2814.582764
	Iteration 55Q: 3 clusters Score -757020.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -757020.875000 Penalty: 2814.582764
	Iteration 56F: 3 clusters Score -757020.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (11910 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11910 members 
Entering Unmasked Estep 
Score: -1348539.750000 Penalty: 1525.084229
	Iteration 0F: 2 clusters Score -1348540 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5983 members 
Mstep: Class 2 contains 5927 members 
Entering Unmasked Estep 
Score: -1340269.375000 Penalty: 3050.168457
	Iteration 0F: 3 clusters Score -1340269 nChanged 5206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5979 members 
Mstep: Class 2 contains 5931 members 
Entering Unmasked Estep 
Score: -1343397.125000 Penalty: 3050.168457
	Iteration 1F: 3 clusters Score -1343397 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5994 members 
Mstep: Class 2 contains 5916 members 
Entering Unmasked Estep 
Score: -1343990.750000 Penalty: 3050.168457
	Iteration 2F: 3 clusters Score -1343991 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6062 members 
Mstep: Class 2 contains 5848 members 
Entering Unmasked Estep 
Score: -1344666.000000 Penalty: 3050.168457
	Iteration 3F: 3 clusters Score -1344666 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6196 members 
Mstep: Class 2 contains 5714 members 
Entering Unmasked Estep 
Score: -1345365.500000 Penalty: 3050.168457
	Iteration 4F: 3 clusters Score -1345366 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6329 members 
Mstep: Class 2 contains 5581 members 
Entering Unmasked Estep 
Score: -1345853.375000 Penalty: 3050.168457
	Iteration 5F: 3 clusters Score -1345853 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6459 members 
Mstep: Class 2 contains 5451 members 
Entering Unmasked Estep 
Score: -1346180.000000 Penalty: 3050.168457
	Iteration 6Q: 3 clusters Score -1346180 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6580 members 
Mstep: Class 2 contains 5330 members 
Entering Unmasked Estep 
Score: -1346385.625000 Penalty: 3050.168457
	Iteration 7Q: 3 clusters Score -1346386 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6741 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -1346554.625000 Penalty: 3050.168457
	Iteration 8Q: 3 clusters Score -1346555 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6905 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -1346717.375000 Penalty: 3050.168457
	Iteration 9Q: 3 clusters Score -1346717 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7068 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -1346862.500000 Penalty: 3050.168457
	Iteration 10Q: 3 clusters Score -1346862 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7226 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -1346979.250000 Penalty: 3050.168457
	Iteration 11Q: 3 clusters Score -1346979 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7372 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -1347074.625000 Penalty: 3050.168457
	Iteration 12Q: 3 clusters Score -1347075 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7526 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -1347155.000000 Penalty: 3050.168457
	Iteration 13Q: 3 clusters Score -1347155 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7677 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -1347233.625000 Penalty: 3050.168457
	Iteration 14Q: 3 clusters Score -1347234 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7812 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -1347302.125000 Penalty: 3050.168457
	Iteration 15Q: 3 clusters Score -1347302 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7979 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -1347393.500000 Penalty: 3050.168457
	Iteration 16Q: 3 clusters Score -1347394 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8127 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -1347454.875000 Penalty: 3050.168457
	Iteration 17Q: 3 clusters Score -1347455 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8271 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -1347519.375000 Penalty: 3050.168457
	Iteration 18Q: 3 clusters Score -1347519 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8410 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -1347585.000000 Penalty: 3050.168457
	Iteration 19Q: 3 clusters Score -1347585 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8549 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -1347652.500000 Penalty: 3050.168457
	Iteration 20F: 3 clusters Score -1347652 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8663 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -1347709.500000 Penalty: 3050.168457
	Iteration 21Q: 3 clusters Score -1347710 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8766 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -1347762.875000 Penalty: 3050.168457
	Iteration 22Q: 3 clusters Score -1347763 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8855 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -1347812.750000 Penalty: 3050.168457
	Iteration 23Q: 3 clusters Score -1347813 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8948 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -1347849.625000 Penalty: 3050.168457
	Iteration 24Q: 3 clusters Score -1347850 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9018 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -1347881.500000 Penalty: 3050.168457
	Iteration 25Q: 3 clusters Score -1347882 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9093 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -1347919.750000 Penalty: 3050.168457
	Iteration 26Q: 3 clusters Score -1347920 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9162 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -1347954.000000 Penalty: 3050.168457
	Iteration 27Q: 3 clusters Score -1347954 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9214 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -1347975.125000 Penalty: 3050.168457
	Iteration 28Q: 3 clusters Score -1347975 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9269 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -1348001.500000 Penalty: 3050.168457
	Iteration 29Q: 3 clusters Score -1348002 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9314 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -1348022.625000 Penalty: 3050.168457
	Iteration 30Q: 3 clusters Score -1348023 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9353 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -1348042.500000 Penalty: 3050.168457
	Iteration 31Q: 3 clusters Score -1348042 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9401 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -1348061.000000 Penalty: 3050.168457
	Iteration 32Q: 3 clusters Score -1348061 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9442 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -1348076.750000 Penalty: 3050.168457
	Iteration 33Q: 3 clusters Score -1348077 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9479 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -1348088.875000 Penalty: 3050.168457
	Iteration 34Q: 3 clusters Score -1348089 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9499 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -1348098.500000 Penalty: 3050.168457
	Iteration 35Q: 3 clusters Score -1348098 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9520 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -1348101.375000 Penalty: 3050.168457
	Iteration 36Q: 3 clusters Score -1348101 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9536 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -1348105.000000 Penalty: 3050.168457
	Iteration 37Q: 3 clusters Score -1348105 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9553 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -1348113.625000 Penalty: 3050.168457
	Iteration 38Q: 3 clusters Score -1348114 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9581 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -1348123.500000 Penalty: 3050.168457
	Iteration 39Q: 3 clusters Score -1348124 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9600 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -1348132.500000 Penalty: 3050.168457
	Iteration 40F: 3 clusters Score -1348132 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9616 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -1348135.750000 Penalty: 3050.168457
	Iteration 41Q: 3 clusters Score -1348136 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9634 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -1348142.625000 Penalty: 3050.168457
	Iteration 42Q: 3 clusters Score -1348143 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9653 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -1348144.750000 Penalty: 3050.168457
	Iteration 43Q: 3 clusters Score -1348145 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9667 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -1348149.500000 Penalty: 3050.168457
	Iteration 44Q: 3 clusters Score -1348150 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9680 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -1348150.625000 Penalty: 3050.168457
	Iteration 45Q: 3 clusters Score -1348151 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9697 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -1348156.125000 Penalty: 3050.168457
	Iteration 46Q: 3 clusters Score -1348156 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9708 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -1348162.125000 Penalty: 3050.168457
	Iteration 47Q: 3 clusters Score -1348162 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9716 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -1348161.875000 Penalty: 3050.168457
	Iteration 48Q: 3 clusters Score -1348162 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9727 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -1348166.375000 Penalty: 3050.168457
	Iteration 49Q: 3 clusters Score -1348166 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9734 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -1348166.625000 Penalty: 3050.168457
	Iteration 50Q: 3 clusters Score -1348167 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9744 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -1348167.875000 Penalty: 3050.168457
	Iteration 51Q: 3 clusters Score -1348168 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9746 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -1348169.000000 Penalty: 3050.168457
	Iteration 52Q: 3 clusters Score -1348169 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9747 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -1348169.625000 Penalty: 3050.168457
	Iteration 53Q: 3 clusters Score -1348170 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9749 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -1348168.875000 Penalty: 3050.168457
	Iteration 54Q: 3 clusters Score -1348169 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9751 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -1348169.250000 Penalty: 3050.168457
	Iteration 55Q: 3 clusters Score -1348169 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9751 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -1348169.375000 Penalty: 3050.168457
	Iteration 56Q: 3 clusters Score -1348169 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9750 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -1348169.875000 Penalty: 3050.168457
	Iteration 57Q: 3 clusters Score -1348170 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9750 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -1348169.875000 Penalty: 3050.168457
	Iteration 58F: 3 clusters Score -1348170 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (3046 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Entering Unmasked Estep 
Score: -366037.968750 Penalty: 1303.507446
	Iteration 0F: 2 clusters Score -366038 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -363326.187500 Penalty: 2607.014893
	Iteration 0F: 3 clusters Score -363326.2 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -364061.718750 Penalty: 2607.014893
	Iteration 1F: 3 clusters Score -364061.7 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -364211.187500 Penalty: 2607.014893
	Iteration 2F: 3 clusters Score -364211.2 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -364329.937500 Penalty: 2607.014893
	Iteration 3F: 3 clusters Score -364329.9 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -364406.750000 Penalty: 2607.014893
	Iteration 4Q: 3 clusters Score -364406.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -364455.062500 Penalty: 2607.014893
	Iteration 5Q: 3 clusters Score -364455.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -364502.437500 Penalty: 2607.014893
	Iteration 6Q: 3 clusters Score -364502.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -364540.781250 Penalty: 2607.014893
	Iteration 7Q: 3 clusters Score -364540.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -364581.468750 Penalty: 2607.014893
	Iteration 8Q: 3 clusters Score -364581.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -364611.250000 Penalty: 2607.014893
	Iteration 9Q: 3 clusters Score -364611.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -364639.406250 Penalty: 2607.014893
	Iteration 10Q: 3 clusters Score -364639.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -364667.968750 Penalty: 2607.014893
	Iteration 11Q: 3 clusters Score -364668 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -364694.937500 Penalty: 2607.014893
	Iteration 12Q: 3 clusters Score -364694.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -364728.312500 Penalty: 2607.014893
	Iteration 13Q: 3 clusters Score -364728.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -364769.187500 Penalty: 2607.014893
	Iteration 14Q: 3 clusters Score -364769.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -364820.562500 Penalty: 2607.014893
	Iteration 15Q: 3 clusters Score -364820.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -364911.031250 Penalty: 2607.014893
	Iteration 16Q: 3 clusters Score -364911 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -364998.843750 Penalty: 2607.014893
	Iteration 17Q: 3 clusters Score -364998.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -365097.531250 Penalty: 2607.014893
	Iteration 18Q: 3 clusters Score -365097.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -365179.125000 Penalty: 2607.014893
	Iteration 19Q: 3 clusters Score -365179.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -365228.500000 Penalty: 2607.014893
	Iteration 20F: 3 clusters Score -365228.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -365267.156250 Penalty: 2607.014893
	Iteration 21Q: 3 clusters Score -365267.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -365302.875000 Penalty: 2607.014893
	Iteration 22Q: 3 clusters Score -365302.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -365338.625000 Penalty: 2607.014893
	Iteration 23Q: 3 clusters Score -365338.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -365364.656250 Penalty: 2607.014893
	Iteration 24Q: 3 clusters Score -365364.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -365391.343750 Penalty: 2607.014893
	Iteration 25Q: 3 clusters Score -365391.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -365413.843750 Penalty: 2607.014893
	Iteration 26Q: 3 clusters Score -365413.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -365434.062500 Penalty: 2607.014893
	Iteration 27Q: 3 clusters Score -365434.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -365451.312500 Penalty: 2607.014893
	Iteration 28Q: 3 clusters Score -365451.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -365465.625000 Penalty: 2607.014893
	Iteration 29Q: 3 clusters Score -365465.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -365477.500000 Penalty: 2607.014893
	Iteration 30Q: 3 clusters Score -365477.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -365493.125000 Penalty: 2607.014893
	Iteration 31Q: 3 clusters Score -365493.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -365516.343750 Penalty: 2607.014893
	Iteration 32Q: 3 clusters Score -365516.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -365547.687500 Penalty: 2607.014893
	Iteration 33Q: 3 clusters Score -365547.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -365589.062500 Penalty: 2607.014893
	Iteration 34Q: 3 clusters Score -365589.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -365645.531250 Penalty: 2607.014893
	Iteration 35Q: 3 clusters Score -365645.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -365680.593750 Penalty: 2607.014893
	Iteration 36Q: 3 clusters Score -365680.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -365710.000000 Penalty: 2607.014893
	Iteration 37Q: 3 clusters Score -365710 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -365723.781250 Penalty: 2607.014893
	Iteration 38Q: 3 clusters Score -365723.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -365731.062500 Penalty: 2607.014893
	Iteration 39Q: 3 clusters Score -365731.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -365735.625000 Penalty: 2607.014893
	Iteration 40F: 3 clusters Score -365735.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -365736.593750 Penalty: 2607.014893
	Iteration 41Q: 3 clusters Score -365736.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -365738.812500 Penalty: 2607.014893
	Iteration 42Q: 3 clusters Score -365738.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -365740.062500 Penalty: 2607.014893
	Iteration 43Q: 3 clusters Score -365740.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -365740.843750 Penalty: 2607.014893
	Iteration 44Q: 3 clusters Score -365740.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -365741.531250 Penalty: 2607.014893
	Iteration 45Q: 3 clusters Score -365741.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -365742.812500 Penalty: 2607.014893
	Iteration 46Q: 3 clusters Score -365742.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -365744.031250 Penalty: 2607.014893
	Iteration 47Q: 3 clusters Score -365744 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -365744.312500 Penalty: 2607.014893
	Iteration 48Q: 3 clusters Score -365744.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -365745.062500 Penalty: 2607.014893
	Iteration 49Q: 3 clusters Score -365745.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -365746.562500 Penalty: 2607.014893
	Iteration 50Q: 3 clusters Score -365746.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -365748.437500 Penalty: 2607.014893
	Iteration 51Q: 3 clusters Score -365748.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -365748.250000 Penalty: 2607.014893
	Iteration 52Q: 3 clusters Score -365748.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -365749.875000 Penalty: 2607.014893
	Iteration 53Q: 3 clusters Score -365749.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -365749.875000 Penalty: 2607.014893
	Iteration 54F: 3 clusters Score -365749.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (21826 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21826 members 
Entering Unmasked Estep 
Score: -2772025.250000 Penalty: 1623.514282
	Iteration 0F: 2 clusters Score -2772025 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10911 members 
Mstep: Class 2 contains 10915 members 
Entering Unmasked Estep 
Score: -2757353.000000 Penalty: 3247.028564
	Iteration 0F: 3 clusters Score -2757353 nChanged 9814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11067 members 
Mstep: Class 2 contains 10759 members 
Entering Unmasked Estep 
Score: -2762588.500000 Penalty: 3247.028564
	Iteration 1F: 3 clusters Score -2762588 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11185 members 
Mstep: Class 2 contains 10641 members 
Entering Unmasked Estep 
Score: -2762883.250000 Penalty: 3247.028564
	Iteration 2Q: 3 clusters Score -2762883 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11385 members 
Mstep: Class 2 contains 10441 members 
Entering Unmasked Estep 
Score: -2763132.250000 Penalty: 3247.028564
	Iteration 3Q: 3 clusters Score -2763132 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11665 members 
Mstep: Class 2 contains 10161 members 
Entering Unmasked Estep 
Score: -2763355.750000 Penalty: 3247.028564
	Iteration 4Q: 3 clusters Score -2763356 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12083 members 
Mstep: Class 2 contains 9743 members 
Entering Unmasked Estep 
Score: -2763583.750000 Penalty: 3247.028564
	Iteration 5Q: 3 clusters Score -2763584 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12648 members 
Mstep: Class 2 contains 9178 members 
Entering Unmasked Estep 
Score: -2763894.750000 Penalty: 3247.028564
	Iteration 6Q: 3 clusters Score -2763895 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13362 members 
Mstep: Class 2 contains 8464 members 
Entering Unmasked Estep 
Score: -2764284.250000 Penalty: 3247.028564
	Iteration 7Q: 3 clusters Score -2764284 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14240 members 
Mstep: Class 2 contains 7586 members 
Entering Unmasked Estep 
Score: -2764785.250000 Penalty: 3247.028564
	Iteration 8Q: 3 clusters Score -2764785 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15299 members 
Mstep: Class 2 contains 6527 members 
Entering Unmasked Estep 
Score: -2765506.000000 Penalty: 3247.028564
	Iteration 9F: 3 clusters Score -2765506 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16504 members 
Mstep: Class 2 contains 5322 members 
Entering Unmasked Estep 
Score: -2766410.000000 Penalty: 3247.028564
	Iteration 10F: 3 clusters Score -2766410 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17724 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -2767438.250000 Penalty: 3247.028564
	Iteration 11F: 3 clusters Score -2767438 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18823 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -2768346.000000 Penalty: 3247.028564
	Iteration 12F: 3 clusters Score -2768346 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19680 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -2769075.250000 Penalty: 3247.028564
	Iteration 13Q: 3 clusters Score -2769075 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20318 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -2769610.000000 Penalty: 3247.028564
	Iteration 14Q: 3 clusters Score -2769610 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20749 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -2769980.250000 Penalty: 3247.028564
	Iteration 15Q: 3 clusters Score -2769980 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21020 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -2770208.500000 Penalty: 3247.028564
	Iteration 16Q: 3 clusters Score -2770208 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21181 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -2770349.500000 Penalty: 3247.028564
	Iteration 17Q: 3 clusters Score -2770350 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21272 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -2770441.250000 Penalty: 3247.028564
	Iteration 18Q: 3 clusters Score -2770441 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21339 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -2770503.750000 Penalty: 3247.028564
	Iteration 19Q: 3 clusters Score -2770504 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21370 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -2770536.000000 Penalty: 3247.028564
	Iteration 20F: 3 clusters Score -2770536 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21396 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -2770557.750000 Penalty: 3247.028564
	Iteration 21Q: 3 clusters Score -2770558 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21422 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -2770582.750000 Penalty: 3247.028564
	Iteration 22Q: 3 clusters Score -2770583 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21442 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -2770596.500000 Penalty: 3247.028564
	Iteration 23Q: 3 clusters Score -2770596 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21461 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -2770608.250000 Penalty: 3247.028564
	Iteration 24Q: 3 clusters Score -2770608 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21469 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -2770617.250000 Penalty: 3247.028564
	Iteration 25Q: 3 clusters Score -2770617 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21477 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -2770626.750000 Penalty: 3247.028564
	Iteration 26Q: 3 clusters Score -2770627 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21482 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -2770634.750000 Penalty: 3247.028564
	Iteration 27Q: 3 clusters Score -2770635 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21486 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -2770641.250000 Penalty: 3247.028564
	Iteration 28Q: 3 clusters Score -2770641 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21487 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -2770651.250000 Penalty: 3247.028564
	Iteration 29Q: 3 clusters Score -2770651 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21489 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -2770650.500000 Penalty: 3247.028564
	Iteration 30Q: 3 clusters Score -2770650 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21489 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -2770650.500000 Penalty: 3247.028564
	Iteration 31F: 3 clusters Score -2770650 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (39386 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39386 members 
Entering Unmasked Estep 
Score: -4982644.500000 Penalty: 1719.439331
	Iteration 0F: 2 clusters Score -4982644 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19675 members 
Mstep: Class 2 contains 19711 members 
Entering Unmasked Estep 
Score: -4956249.000000 Penalty: 3438.878662
	Iteration 0F: 3 clusters Score -4956249 nChanged 18258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20263 members 
Mstep: Class 2 contains 19123 members 
Entering Unmasked Estep 
Score: -4966731.000000 Penalty: 3438.878662
	Iteration 1F: 3 clusters Score -4966731 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20468 members 
Mstep: Class 2 contains 18918 members 
Entering Unmasked Estep 
Score: -4967228.500000 Penalty: 3438.878662
	Iteration 2Q: 3 clusters Score -4967228 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20776 members 
Mstep: Class 2 contains 18610 members 
Entering Unmasked Estep 
Score: -4967818.500000 Penalty: 3438.878662
	Iteration 3Q: 3 clusters Score -4967818 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21145 members 
Mstep: Class 2 contains 18241 members 
Entering Unmasked Estep 
Score: -4968464.000000 Penalty: 3438.878662
	Iteration 4Q: 3 clusters Score -4968464 nChanged 1776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21695 members 
Mstep: Class 2 contains 17691 members 
Entering Unmasked Estep 
Score: -4969138.500000 Penalty: 3438.878662
	Iteration 5Q: 3 clusters Score -4969138 nChanged 1835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22346 members 
Mstep: Class 2 contains 17040 members 
Entering Unmasked Estep 
Score: -4969849.000000 Penalty: 3438.878662
	Iteration 6Q: 3 clusters Score -4969849 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23129 members 
Mstep: Class 2 contains 16257 members 
Entering Unmasked Estep 
Score: -4970557.500000 Penalty: 3438.878662
	Iteration 7Q: 3 clusters Score -4970558 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24009 members 
Mstep: Class 2 contains 15377 members 
Entering Unmasked Estep 
Score: -4971234.500000 Penalty: 3438.878662
	Iteration 8Q: 3 clusters Score -4971234 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24949 members 
Mstep: Class 2 contains 14437 members 
Entering Unmasked Estep 
Score: -4971870.000000 Penalty: 3438.878662
	Iteration 9Q: 3 clusters Score -4971870 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25979 members 
Mstep: Class 2 contains 13407 members 
Entering Unmasked Estep 
Score: -4972514.500000 Penalty: 3438.878662
	Iteration 10Q: 3 clusters Score -4972514 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27115 members 
Mstep: Class 2 contains 12271 members 
Entering Unmasked Estep 
Score: -4973085.000000 Penalty: 3438.878662
	Iteration 11Q: 3 clusters Score -4973085 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28332 members 
Mstep: Class 2 contains 11054 members 
Entering Unmasked Estep 
Score: -4973663.000000 Penalty: 3438.878662
	Iteration 12Q: 3 clusters Score -4973663 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29681 members 
Mstep: Class 2 contains 9705 members 
Entering Unmasked Estep 
Score: -4974293.500000 Penalty: 3438.878662
	Iteration 13Q: 3 clusters Score -4974294 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31132 members 
Mstep: Class 2 contains 8254 members 
Entering Unmasked Estep 
Score: -4975054.500000 Penalty: 3438.878662
	Iteration 14Q: 3 clusters Score -4975054 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32729 members 
Mstep: Class 2 contains 6657 members 
Entering Unmasked Estep 
Score: -4976016.500000 Penalty: 3438.878662
	Iteration 15Q: 3 clusters Score -4976016 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34359 members 
Mstep: Class 2 contains 5027 members 
Entering Unmasked Estep 
Score: -4977137.000000 Penalty: 3438.878662
	Iteration 16Q: 3 clusters Score -4977137 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35902 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -4978319.500000 Penalty: 3438.878662
	Iteration 17Q: 3 clusters Score -4978320 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37170 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -4979372.500000 Penalty: 3438.878662
	Iteration 18Q: 3 clusters Score -4979372 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38069 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -4980140.000000 Penalty: 3438.878662
	Iteration 19Q: 3 clusters Score -4980140 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38597 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -4980606.000000 Penalty: 3438.878662
	Iteration 20F: 3 clusters Score -4980606 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38865 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -4980849.000000 Penalty: 3438.878662
	Iteration 21Q: 3 clusters Score -4980849 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38988 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -4980963.500000 Penalty: 3438.878662
	Iteration 22Q: 3 clusters Score -4980964 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39050 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -4981020.000000 Penalty: 3438.878662
	Iteration 23Q: 3 clusters Score -4981020 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39078 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -4981056.500000 Penalty: 3438.878662
	Iteration 24Q: 3 clusters Score -4981056 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39095 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -4981082.500000 Penalty: 3438.878662
	Iteration 25Q: 3 clusters Score -4981082 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39103 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -4981102.500000 Penalty: 3438.878662
	Iteration 26Q: 3 clusters Score -4981102 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39107 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -4981122.500000 Penalty: 3438.878662
	Iteration 27Q: 3 clusters Score -4981122 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39111 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -4981130.000000 Penalty: 3438.878662
	Iteration 28Q: 3 clusters Score -4981130 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39112 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -4981135.000000 Penalty: 3438.878662
	Iteration 29Q: 3 clusters Score -4981135 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39114 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -4981139.000000 Penalty: 3438.878662
	Iteration 30Q: 3 clusters Score -4981139 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39115 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -4981145.500000 Penalty: 3438.878662
	Iteration 31Q: 3 clusters Score -4981146 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39117 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -4981144.500000 Penalty: 3438.878662
	Iteration 32Q: 3 clusters Score -4981144 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39119 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -4981145.000000 Penalty: 3438.878662
	Iteration 33Q: 3 clusters Score -4981145 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39120 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -4981148.000000 Penalty: 3438.878662
	Iteration 34Q: 3 clusters Score -4981148 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39122 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -4981152.500000 Penalty: 3438.878662
	Iteration 35Q: 3 clusters Score -4981152 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39126 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -4981157.500000 Penalty: 3438.878662
	Iteration 36Q: 3 clusters Score -4981158 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39127 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -4981162.000000 Penalty: 3438.878662
	Iteration 37Q: 3 clusters Score -4981162 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39126 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -4981160.000000 Penalty: 3438.878662
	Iteration 38Q: 3 clusters Score -4981160 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39126 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -4981160.000000 Penalty: 3438.878662
	Iteration 39F: 3 clusters Score -4981160 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (7911 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7911 members 
Entering Unmasked Estep 
Score: -990813.000000 Penalty: 1458.601562
	Iteration 0F: 2 clusters Score -990813 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -985003.500000 Penalty: 2917.203125
	Iteration 0F: 3 clusters Score -985003.5 nChanged 3329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -986790.750000 Penalty: 2917.203125
	Iteration 1F: 3 clusters Score -986790.8 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -987014.375000 Penalty: 2917.203125
	Iteration 2F: 3 clusters Score -987014.4 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -987182.500000 Penalty: 2917.203125
	Iteration 3Q: 3 clusters Score -987182.5 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -987318.750000 Penalty: 2917.203125
	Iteration 4Q: 3 clusters Score -987318.8 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -987450.062500 Penalty: 2917.203125
	Iteration 5Q: 3 clusters Score -987450.1 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -987599.187500 Penalty: 2917.203125
	Iteration 6Q: 3 clusters Score -987599.2 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 5208 members 
Entering Unmasked Estep 
Score: -987762.687500 Penalty: 2917.203125
	Iteration 7Q: 3 clusters Score -987762.7 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 5499 members 
Entering Unmasked Estep 
Score: -987958.937500 Penalty: 2917.203125
	Iteration 8Q: 3 clusters Score -987958.9 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 5813 members 
Entering Unmasked Estep 
Score: -988198.062500 Penalty: 2917.203125
	Iteration 9Q: 3 clusters Score -988198.1 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 6173 members 
Entering Unmasked Estep 
Score: -988461.750000 Penalty: 2917.203125
	Iteration 10Q: 3 clusters Score -988461.8 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 6495 members 
Entering Unmasked Estep 
Score: -988693.937500 Penalty: 2917.203125
	Iteration 11Q: 3 clusters Score -988693.9 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 6771 members 
Entering Unmasked Estep 
Score: -988886.937500 Penalty: 2917.203125
	Iteration 12Q: 3 clusters Score -988886.9 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 6979 members 
Entering Unmasked Estep 
Score: -989037.125000 Penalty: 2917.203125
	Iteration 13Q: 3 clusters Score -989037.1 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 7150 members 
Entering Unmasked Estep 
Score: -989171.937500 Penalty: 2917.203125
	Iteration 14Q: 3 clusters Score -989171.9 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 7283 members 
Entering Unmasked Estep 
Score: -989275.750000 Penalty: 2917.203125
	Iteration 15Q: 3 clusters Score -989275.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 7373 members 
Entering Unmasked Estep 
Score: -989347.187500 Penalty: 2917.203125
	Iteration 16Q: 3 clusters Score -989347.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 7431 members 
Entering Unmasked Estep 
Score: -989392.375000 Penalty: 2917.203125
	Iteration 17Q: 3 clusters Score -989392.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 7469 members 
Entering Unmasked Estep 
Score: -989427.250000 Penalty: 2917.203125
	Iteration 18Q: 3 clusters Score -989427.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 7508 members 
Entering Unmasked Estep 
Score: -989460.187500 Penalty: 2917.203125
	Iteration 19Q: 3 clusters Score -989460.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 7530 members 
Entering Unmasked Estep 
Score: -989478.875000 Penalty: 2917.203125
	Iteration 20F: 3 clusters Score -989478.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 7549 members 
Entering Unmasked Estep 
Score: -989493.250000 Penalty: 2917.203125
	Iteration 21Q: 3 clusters Score -989493.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 7563 members 
Entering Unmasked Estep 
Score: -989507.875000 Penalty: 2917.203125
	Iteration 22Q: 3 clusters Score -989507.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 7579 members 
Entering Unmasked Estep 
Score: -989524.500000 Penalty: 2917.203125
	Iteration 23Q: 3 clusters Score -989524.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 7592 members 
Entering Unmasked Estep 
Score: -989540.312500 Penalty: 2917.203125
	Iteration 24Q: 3 clusters Score -989540.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 7602 members 
Entering Unmasked Estep 
Score: -989546.812500 Penalty: 2917.203125
	Iteration 25Q: 3 clusters Score -989546.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 7610 members 
Entering Unmasked Estep 
Score: -989556.312500 Penalty: 2917.203125
	Iteration 26Q: 3 clusters Score -989556.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 7617 members 
Entering Unmasked Estep 
Score: -989561.750000 Penalty: 2917.203125
	Iteration 27Q: 3 clusters Score -989561.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 7623 members 
Entering Unmasked Estep 
Score: -989570.312500 Penalty: 2917.203125
	Iteration 28Q: 3 clusters Score -989570.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 7627 members 
Entering Unmasked Estep 
Score: -989576.250000 Penalty: 2917.203125
	Iteration 29Q: 3 clusters Score -989576.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 7630 members 
Entering Unmasked Estep 
Score: -989582.812500 Penalty: 2917.203125
	Iteration 30Q: 3 clusters Score -989582.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 7633 members 
Entering Unmasked Estep 
Score: -989585.937500 Penalty: 2917.203125
	Iteration 31Q: 3 clusters Score -989585.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 7636 members 
Entering Unmasked Estep 
Score: -989587.125000 Penalty: 2917.203125
	Iteration 32Q: 3 clusters Score -989587.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 7637 members 
Entering Unmasked Estep 
Score: -989587.750000 Penalty: 2917.203125
	Iteration 33Q: 3 clusters Score -989587.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 7637 members 
Entering Unmasked Estep 
Score: -989588.625000 Penalty: 2917.203125
	Iteration 34Q: 3 clusters Score -989588.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 7639 members 
Entering Unmasked Estep 
Score: -989590.250000 Penalty: 2917.203125
	Iteration 35Q: 3 clusters Score -989590.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 7641 members 
Entering Unmasked Estep 
Score: -989591.812500 Penalty: 2917.203125
	Iteration 36Q: 3 clusters Score -989591.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 7641 members 
Entering Unmasked Estep 
Score: -989591.812500 Penalty: 2917.203125
	Iteration 37F: 3 clusters Score -989591.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (3900 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Entering Unmasked Estep 
Score: -476225.937500 Penalty: 1343.668945
	Iteration 0F: 2 clusters Score -476225.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -472993.406250 Penalty: 2687.337891
	Iteration 0F: 3 clusters Score -472993.4 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -473922.875000 Penalty: 2687.337891
	Iteration 1F: 3 clusters Score -473922.9 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -474160.531250 Penalty: 2687.337891
	Iteration 2F: 3 clusters Score -474160.5 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -474345.468750 Penalty: 2687.337891
	Iteration 3F: 3 clusters Score -474345.5 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -474473.218750 Penalty: 2687.337891
	Iteration 4F: 3 clusters Score -474473.2 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -474546.468750 Penalty: 2687.337891
	Iteration 5Q: 3 clusters Score -474546.5 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -474602.437500 Penalty: 2687.337891
	Iteration 6Q: 3 clusters Score -474602.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -474643.000000 Penalty: 2687.337891
	Iteration 7Q: 3 clusters Score -474643 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -474680.875000 Penalty: 2687.337891
	Iteration 8Q: 3 clusters Score -474680.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -474715.031250 Penalty: 2687.337891
	Iteration 9Q: 3 clusters Score -474715 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -474744.875000 Penalty: 2687.337891
	Iteration 10Q: 3 clusters Score -474744.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -474769.562500 Penalty: 2687.337891
	Iteration 11Q: 3 clusters Score -474769.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -474785.937500 Penalty: 2687.337891
	Iteration 12Q: 3 clusters Score -474785.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -474800.656250 Penalty: 2687.337891
	Iteration 13Q: 3 clusters Score -474800.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -474812.125000 Penalty: 2687.337891
	Iteration 14Q: 3 clusters Score -474812.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -474821.156250 Penalty: 2687.337891
	Iteration 15Q: 3 clusters Score -474821.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -474827.812500 Penalty: 2687.337891
	Iteration 16Q: 3 clusters Score -474827.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -474836.031250 Penalty: 2687.337891
	Iteration 17Q: 3 clusters Score -474836 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -474842.187500 Penalty: 2687.337891
	Iteration 18Q: 3 clusters Score -474842.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -474847.656250 Penalty: 2687.337891
	Iteration 19Q: 3 clusters Score -474847.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -474854.281250 Penalty: 2687.337891
	Iteration 20F: 3 clusters Score -474854.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -474858.437500 Penalty: 2687.337891
	Iteration 21Q: 3 clusters Score -474858.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -474865.531250 Penalty: 2687.337891
	Iteration 22Q: 3 clusters Score -474865.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -474871.468750 Penalty: 2687.337891
	Iteration 23Q: 3 clusters Score -474871.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -474877.031250 Penalty: 2687.337891
	Iteration 24Q: 3 clusters Score -474877 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -474881.656250 Penalty: 2687.337891
	Iteration 25Q: 3 clusters Score -474881.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -474887.781250 Penalty: 2687.337891
	Iteration 26Q: 3 clusters Score -474887.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -474893.531250 Penalty: 2687.337891
	Iteration 27Q: 3 clusters Score -474893.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -474899.406250 Penalty: 2687.337891
	Iteration 28Q: 3 clusters Score -474899.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -474909.000000 Penalty: 2687.337891
	Iteration 29Q: 3 clusters Score -474909 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -474918.843750 Penalty: 2687.337891
	Iteration 30Q: 3 clusters Score -474918.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -474927.468750 Penalty: 2687.337891
	Iteration 31Q: 3 clusters Score -474927.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -474932.687500 Penalty: 2687.337891
	Iteration 32Q: 3 clusters Score -474932.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -474941.875000 Penalty: 2687.337891
	Iteration 33Q: 3 clusters Score -474941.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -474960.125000 Penalty: 2687.337891
	Iteration 34Q: 3 clusters Score -474960.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -474976.062500 Penalty: 2687.337891
	Iteration 35Q: 3 clusters Score -474976.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -474993.968750 Penalty: 2687.337891
	Iteration 36Q: 3 clusters Score -474994 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -475016.218750 Penalty: 2687.337891
	Iteration 37Q: 3 clusters Score -475016.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -475059.125000 Penalty: 2687.337891
	Iteration 38Q: 3 clusters Score -475059.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -475110.718750 Penalty: 2687.337891
	Iteration 39Q: 3 clusters Score -475110.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -475163.031250 Penalty: 2687.337891
	Iteration 40F: 3 clusters Score -475163 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -475229.125000 Penalty: 2687.337891
	Iteration 41Q: 3 clusters Score -475229.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -475283.781250 Penalty: 2687.337891
	Iteration 42Q: 3 clusters Score -475283.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -475343.125000 Penalty: 2687.337891
	Iteration 43Q: 3 clusters Score -475343.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -475385.187500 Penalty: 2687.337891
	Iteration 44Q: 3 clusters Score -475385.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -475429.656250 Penalty: 2687.337891
	Iteration 45Q: 3 clusters Score -475429.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -475475.500000 Penalty: 2687.337891
	Iteration 46Q: 3 clusters Score -475475.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -475508.156250 Penalty: 2687.337891
	Iteration 47Q: 3 clusters Score -475508.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -475535.937500 Penalty: 2687.337891
	Iteration 48Q: 3 clusters Score -475535.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -475555.750000 Penalty: 2687.337891
	Iteration 49Q: 3 clusters Score -475555.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -475572.937500 Penalty: 2687.337891
	Iteration 50Q: 3 clusters Score -475572.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -475592.343750 Penalty: 2687.337891
	Iteration 51Q: 3 clusters Score -475592.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -475615.031250 Penalty: 2687.337891
	Iteration 52Q: 3 clusters Score -475615 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -475632.968750 Penalty: 2687.337891
	Iteration 53Q: 3 clusters Score -475633 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -475642.062500 Penalty: 2687.337891
	Iteration 54Q: 3 clusters Score -475642.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -475647.406250 Penalty: 2687.337891
	Iteration 55Q: 3 clusters Score -475647.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -475650.000000 Penalty: 2687.337891
	Iteration 56Q: 3 clusters Score -475650 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -475652.781250 Penalty: 2687.337891
	Iteration 57Q: 3 clusters Score -475652.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -475655.718750 Penalty: 2687.337891
	Iteration 58Q: 3 clusters Score -475655.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -475660.281250 Penalty: 2687.337891
	Iteration 59Q: 3 clusters Score -475660.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -475663.500000 Penalty: 2687.337891
	Iteration 60F: 3 clusters Score -475663.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -475668.187500 Penalty: 2687.337891
	Iteration 61Q: 3 clusters Score -475668.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -475676.625000 Penalty: 2687.337891
	Iteration 62Q: 3 clusters Score -475676.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -475684.593750 Penalty: 2687.337891
	Iteration 63Q: 3 clusters Score -475684.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -475692.593750 Penalty: 2687.337891
	Iteration 64Q: 3 clusters Score -475692.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -475703.031250 Penalty: 2687.337891
	Iteration 65Q: 3 clusters Score -475703 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -475713.156250 Penalty: 2687.337891
	Iteration 66Q: 3 clusters Score -475713.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -475719.468750 Penalty: 2687.337891
	Iteration 67Q: 3 clusters Score -475719.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -475725.750000 Penalty: 2687.337891
	Iteration 68Q: 3 clusters Score -475725.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -475731.312500 Penalty: 2687.337891
	Iteration 69Q: 3 clusters Score -475731.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -475734.312500 Penalty: 2687.337891
	Iteration 70Q: 3 clusters Score -475734.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -475737.187500 Penalty: 2687.337891
	Iteration 71Q: 3 clusters Score -475737.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -475742.156250 Penalty: 2687.337891
	Iteration 72Q: 3 clusters Score -475742.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -475744.875000 Penalty: 2687.337891
	Iteration 73Q: 3 clusters Score -475744.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -475747.062500 Penalty: 2687.337891
	Iteration 74Q: 3 clusters Score -475747.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -475750.562500 Penalty: 2687.337891
	Iteration 75Q: 3 clusters Score -475750.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -475752.312500 Penalty: 2687.337891
	Iteration 76Q: 3 clusters Score -475752.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -475758.218750 Penalty: 2687.337891
	Iteration 77Q: 3 clusters Score -475758.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -475762.625000 Penalty: 2687.337891
	Iteration 78Q: 3 clusters Score -475762.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -475767.531250 Penalty: 2687.337891
	Iteration 79Q: 3 clusters Score -475767.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -475772.125000 Penalty: 2687.337891
	Iteration 80F: 3 clusters Score -475772.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -475776.843750 Penalty: 2687.337891
	Iteration 81Q: 3 clusters Score -475776.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -475779.468750 Penalty: 2687.337891
	Iteration 82Q: 3 clusters Score -475779.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -475781.593750 Penalty: 2687.337891
	Iteration 83Q: 3 clusters Score -475781.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -475786.500000 Penalty: 2687.337891
	Iteration 84Q: 3 clusters Score -475786.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -475789.062500 Penalty: 2687.337891
	Iteration 85Q: 3 clusters Score -475789.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -475790.937500 Penalty: 2687.337891
	Iteration 86Q: 3 clusters Score -475790.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -475792.781250 Penalty: 2687.337891
	Iteration 87Q: 3 clusters Score -475792.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -475794.218750 Penalty: 2687.337891
	Iteration 88Q: 3 clusters Score -475794.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -475795.250000 Penalty: 2687.337891
	Iteration 89Q: 3 clusters Score -475795.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -475794.468750 Penalty: 2687.337891
	Iteration 90Q: 3 clusters Score -475794.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -475794.468750 Penalty: 2687.337891
	Iteration 91F: 3 clusters Score -475794.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (2333 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Entering Unmasked Estep 
Score: -288386.312500 Penalty: 1260.172974
	Iteration 0F: 2 clusters Score -288386.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -286103.375000 Penalty: 2520.345947
	Iteration 0F: 3 clusters Score -286103.4 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -286566.625000 Penalty: 2520.345947
	Iteration 1F: 3 clusters Score -286566.6 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -286668.750000 Penalty: 2520.345947
	Iteration 2F: 3 clusters Score -286668.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -286745.781250 Penalty: 2520.345947
	Iteration 3Q: 3 clusters Score -286745.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -286811.125000 Penalty: 2520.345947
	Iteration 4Q: 3 clusters Score -286811.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -286865.312500 Penalty: 2520.345947
	Iteration 5Q: 3 clusters Score -286865.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -286904.656250 Penalty: 2520.345947
	Iteration 6Q: 3 clusters Score -286904.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -286938.937500 Penalty: 2520.345947
	Iteration 7Q: 3 clusters Score -286938.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -286965.718750 Penalty: 2520.345947
	Iteration 8Q: 3 clusters Score -286965.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -286985.656250 Penalty: 2520.345947
	Iteration 9Q: 3 clusters Score -286985.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -287006.062500 Penalty: 2520.345947
	Iteration 10Q: 3 clusters Score -287006.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -287020.781250 Penalty: 2520.345947
	Iteration 11Q: 3 clusters Score -287020.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -287039.312500 Penalty: 2520.345947
	Iteration 12Q: 3 clusters Score -287039.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -287060.000000 Penalty: 2520.345947
	Iteration 13Q: 3 clusters Score -287060 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -287076.437500 Penalty: 2520.345947
	Iteration 14Q: 3 clusters Score -287076.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -287093.250000 Penalty: 2520.345947
	Iteration 15Q: 3 clusters Score -287093.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -287109.000000 Penalty: 2520.345947
	Iteration 16Q: 3 clusters Score -287109 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -287134.718750 Penalty: 2520.345947
	Iteration 17Q: 3 clusters Score -287134.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -287165.781250 Penalty: 2520.345947
	Iteration 18Q: 3 clusters Score -287165.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -287205.250000 Penalty: 2520.345947
	Iteration 19Q: 3 clusters Score -287205.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -287238.250000 Penalty: 2520.345947
	Iteration 20F: 3 clusters Score -287238.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -287270.718750 Penalty: 2520.345947
	Iteration 21Q: 3 clusters Score -287270.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -287296.375000 Penalty: 2520.345947
	Iteration 22Q: 3 clusters Score -287296.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -287316.312500 Penalty: 2520.345947
	Iteration 23Q: 3 clusters Score -287316.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -287326.187500 Penalty: 2520.345947
	Iteration 24Q: 3 clusters Score -287326.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -287334.031250 Penalty: 2520.345947
	Iteration 25Q: 3 clusters Score -287334 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -287341.000000 Penalty: 2520.345947
	Iteration 26Q: 3 clusters Score -287341 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -287346.156250 Penalty: 2520.345947
	Iteration 27Q: 3 clusters Score -287346.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -287350.406250 Penalty: 2520.345947
	Iteration 28Q: 3 clusters Score -287350.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -287356.093750 Penalty: 2520.345947
	Iteration 29Q: 3 clusters Score -287356.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -287362.906250 Penalty: 2520.345947
	Iteration 30Q: 3 clusters Score -287362.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -287369.187500 Penalty: 2520.345947
	Iteration 31Q: 3 clusters Score -287369.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -287377.187500 Penalty: 2520.345947
	Iteration 32Q: 3 clusters Score -287377.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -287381.656250 Penalty: 2520.345947
	Iteration 33Q: 3 clusters Score -287381.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -287389.812500 Penalty: 2520.345947
	Iteration 34Q: 3 clusters Score -287389.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -287395.750000 Penalty: 2520.345947
	Iteration 35Q: 3 clusters Score -287395.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -287399.937500 Penalty: 2520.345947
	Iteration 36Q: 3 clusters Score -287399.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -287401.375000 Penalty: 2520.345947
	Iteration 37Q: 3 clusters Score -287401.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -287403.187500 Penalty: 2520.345947
	Iteration 38Q: 3 clusters Score -287403.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -287407.125000 Penalty: 2520.345947
	Iteration 39Q: 3 clusters Score -287407.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -287412.656250 Penalty: 2520.345947
	Iteration 40F: 3 clusters Score -287412.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -287415.500000 Penalty: 2520.345947
	Iteration 41Q: 3 clusters Score -287415.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -287417.625000 Penalty: 2520.345947
	Iteration 42Q: 3 clusters Score -287417.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -287420.875000 Penalty: 2520.345947
	Iteration 43Q: 3 clusters Score -287420.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -287421.656250 Penalty: 2520.345947
	Iteration 44Q: 3 clusters Score -287421.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -287425.875000 Penalty: 2520.345947
	Iteration 45Q: 3 clusters Score -287425.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -287429.781250 Penalty: 2520.345947
	Iteration 46Q: 3 clusters Score -287429.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -287433.656250 Penalty: 2520.345947
	Iteration 47Q: 3 clusters Score -287433.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -287438.750000 Penalty: 2520.345947
	Iteration 48Q: 3 clusters Score -287438.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -287441.125000 Penalty: 2520.345947
	Iteration 49Q: 3 clusters Score -287441.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -287441.156250 Penalty: 2520.345947
	Iteration 50Q: 3 clusters Score -287441.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -287442.062500 Penalty: 2520.345947
	Iteration 51Q: 3 clusters Score -287442.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -287444.312500 Penalty: 2520.345947
	Iteration 52Q: 3 clusters Score -287444.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -287446.156250 Penalty: 2520.345947
	Iteration 53Q: 3 clusters Score -287446.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -287448.281250 Penalty: 2520.345947
	Iteration 54Q: 3 clusters Score -287448.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -287448.843750 Penalty: 2520.345947
	Iteration 55Q: 3 clusters Score -287448.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -287449.375000 Penalty: 2520.345947
	Iteration 56Q: 3 clusters Score -287449.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -287450.031250 Penalty: 2520.345947
	Iteration 57Q: 3 clusters Score -287450 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -287450.562500 Penalty: 2520.345947
	Iteration 58Q: 3 clusters Score -287450.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -287452.125000 Penalty: 2520.345947
	Iteration 59Q: 3 clusters Score -287452.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -287457.843750 Penalty: 2520.345947
	Iteration 60F: 3 clusters Score -287457.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -287461.406250 Penalty: 2520.345947
	Iteration 61Q: 3 clusters Score -287461.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -287461.781250 Penalty: 2520.345947
	Iteration 62Q: 3 clusters Score -287461.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -287461.781250 Penalty: 2520.345947
	Iteration 63F: 3 clusters Score -287461.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (23701 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23701 members 
Entering Unmasked Estep 
Score: -2937608.500000 Penalty: 1636.906860
	Iteration 0F: 2 clusters Score -2937608 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11824 members 
Mstep: Class 2 contains 11877 members 
Entering Unmasked Estep 
Score: -2921604.750000 Penalty: 3273.813721
	Iteration 0F: 3 clusters Score -2921605 nChanged 10834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11810 members 
Mstep: Class 2 contains 11891 members 
Entering Unmasked Estep 
Score: -2927421.000000 Penalty: 3273.813721
	Iteration 1F: 3 clusters Score -2927421 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11907 members 
Mstep: Class 2 contains 11794 members 
Entering Unmasked Estep 
Score: -2927802.000000 Penalty: 3273.813721
	Iteration 2Q: 3 clusters Score -2927802 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11997 members 
Mstep: Class 2 contains 11704 members 
Entering Unmasked Estep 
Score: -2928251.000000 Penalty: 3273.813721
	Iteration 3Q: 3 clusters Score -2928251 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12131 members 
Mstep: Class 2 contains 11570 members 
Entering Unmasked Estep 
Score: -2928740.000000 Penalty: 3273.813721
	Iteration 4Q: 3 clusters Score -2928740 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12286 members 
Mstep: Class 2 contains 11415 members 
Entering Unmasked Estep 
Score: -2929272.500000 Penalty: 3273.813721
	Iteration 5Q: 3 clusters Score -2929272 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12468 members 
Mstep: Class 2 contains 11233 members 
Entering Unmasked Estep 
Score: -2929860.250000 Penalty: 3273.813721
	Iteration 6Q: 3 clusters Score -2929860 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12677 members 
Mstep: Class 2 contains 11024 members 
Entering Unmasked Estep 
Score: -2930439.500000 Penalty: 3273.813721
	Iteration 7Q: 3 clusters Score -2930440 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12834 members 
Mstep: Class 2 contains 10867 members 
Entering Unmasked Estep 
Score: -2931040.000000 Penalty: 3273.813721
	Iteration 8Q: 3 clusters Score -2931040 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12897 members 
Mstep: Class 2 contains 10804 members 
Entering Unmasked Estep 
Score: -2931735.500000 Penalty: 3273.813721
	Iteration 9Q: 3 clusters Score -2931736 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12902 members 
Mstep: Class 2 contains 10799 members 
Entering Unmasked Estep 
Score: -2932402.250000 Penalty: 3273.813721
	Iteration 10Q: 3 clusters Score -2932402 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12905 members 
Mstep: Class 2 contains 10796 members 
Entering Unmasked Estep 
Score: -2932802.500000 Penalty: 3273.813721
	Iteration 11Q: 3 clusters Score -2932802 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12918 members 
Mstep: Class 2 contains 10783 members 
Entering Unmasked Estep 
Score: -2933073.250000 Penalty: 3273.813721
	Iteration 12Q: 3 clusters Score -2933073 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12930 members 
Mstep: Class 2 contains 10771 members 
Entering Unmasked Estep 
Score: -2933251.750000 Penalty: 3273.813721
	Iteration 13Q: 3 clusters Score -2933252 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13001 members 
Mstep: Class 2 contains 10700 members 
Entering Unmasked Estep 
Score: -2933409.750000 Penalty: 3273.813721
	Iteration 14Q: 3 clusters Score -2933410 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13085 members 
Mstep: Class 2 contains 10616 members 
Entering Unmasked Estep 
Score: -2933563.250000 Penalty: 3273.813721
	Iteration 15Q: 3 clusters Score -2933563 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13156 members 
Mstep: Class 2 contains 10545 members 
Entering Unmasked Estep 
Score: -2933682.750000 Penalty: 3273.813721
	Iteration 16Q: 3 clusters Score -2933683 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13248 members 
Mstep: Class 2 contains 10453 members 
Entering Unmasked Estep 
Score: -2933820.000000 Penalty: 3273.813721
	Iteration 17Q: 3 clusters Score -2933820 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13339 members 
Mstep: Class 2 contains 10362 members 
Entering Unmasked Estep 
Score: -2933928.000000 Penalty: 3273.813721
	Iteration 18Q: 3 clusters Score -2933928 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13467 members 
Mstep: Class 2 contains 10234 members 
Entering Unmasked Estep 
Score: -2934029.250000 Penalty: 3273.813721
	Iteration 19Q: 3 clusters Score -2934029 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13596 members 
Mstep: Class 2 contains 10105 members 
Entering Unmasked Estep 
Score: -2934123.000000 Penalty: 3273.813721
	Iteration 20F: 3 clusters Score -2934123 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13726 members 
Mstep: Class 2 contains 9975 members 
Entering Unmasked Estep 
Score: -2934192.000000 Penalty: 3273.813721
	Iteration 21Q: 3 clusters Score -2934192 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13844 members 
Mstep: Class 2 contains 9857 members 
Entering Unmasked Estep 
Score: -2934219.250000 Penalty: 3273.813721
	Iteration 22Q: 3 clusters Score -2934219 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13952 members 
Mstep: Class 2 contains 9749 members 
Entering Unmasked Estep 
Score: -2934256.500000 Penalty: 3273.813721
	Iteration 23Q: 3 clusters Score -2934256 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14055 members 
Mstep: Class 2 contains 9646 members 
Entering Unmasked Estep 
Score: -2934287.500000 Penalty: 3273.813721
	Iteration 24Q: 3 clusters Score -2934288 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14163 members 
Mstep: Class 2 contains 9538 members 
Entering Unmasked Estep 
Score: -2934336.750000 Penalty: 3273.813721
	Iteration 25Q: 3 clusters Score -2934337 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14269 members 
Mstep: Class 2 contains 9432 members 
Entering Unmasked Estep 
Score: -2934366.500000 Penalty: 3273.813721
	Iteration 26Q: 3 clusters Score -2934366 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14362 members 
Mstep: Class 2 contains 9339 members 
Entering Unmasked Estep 
Score: -2934391.000000 Penalty: 3273.813721
	Iteration 27Q: 3 clusters Score -2934391 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14464 members 
Mstep: Class 2 contains 9237 members 
Entering Unmasked Estep 
Score: -2934421.000000 Penalty: 3273.813721
	Iteration 28Q: 3 clusters Score -2934421 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14559 members 
Mstep: Class 2 contains 9142 members 
Entering Unmasked Estep 
Score: -2934441.500000 Penalty: 3273.813721
	Iteration 29Q: 3 clusters Score -2934442 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14643 members 
Mstep: Class 2 contains 9058 members 
Entering Unmasked Estep 
Score: -2934465.500000 Penalty: 3273.813721
	Iteration 30Q: 3 clusters Score -2934466 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14743 members 
Mstep: Class 2 contains 8958 members 
Entering Unmasked Estep 
Score: -2934483.500000 Penalty: 3273.813721
	Iteration 31Q: 3 clusters Score -2934484 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14854 members 
Mstep: Class 2 contains 8847 members 
Entering Unmasked Estep 
Score: -2934510.500000 Penalty: 3273.813721
	Iteration 32Q: 3 clusters Score -2934510 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14961 members 
Mstep: Class 2 contains 8740 members 
Entering Unmasked Estep 
Score: -2934532.500000 Penalty: 3273.813721
	Iteration 33Q: 3 clusters Score -2934532 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15081 members 
Mstep: Class 2 contains 8620 members 
Entering Unmasked Estep 
Score: -2934554.250000 Penalty: 3273.813721
	Iteration 34Q: 3 clusters Score -2934554 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15176 members 
Mstep: Class 2 contains 8525 members 
Entering Unmasked Estep 
Score: -2934571.750000 Penalty: 3273.813721
	Iteration 35Q: 3 clusters Score -2934572 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15278 members 
Mstep: Class 2 contains 8423 members 
Entering Unmasked Estep 
Score: -2934587.500000 Penalty: 3273.813721
	Iteration 36Q: 3 clusters Score -2934588 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15379 members 
Mstep: Class 2 contains 8322 members 
Entering Unmasked Estep 
Score: -2934603.750000 Penalty: 3273.813721
	Iteration 37Q: 3 clusters Score -2934604 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15471 members 
Mstep: Class 2 contains 8230 members 
Entering Unmasked Estep 
Score: -2934623.750000 Penalty: 3273.813721
	Iteration 38Q: 3 clusters Score -2934624 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15574 members 
Mstep: Class 2 contains 8127 members 
Entering Unmasked Estep 
Score: -2934635.750000 Penalty: 3273.813721
	Iteration 39Q: 3 clusters Score -2934636 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15685 members 
Mstep: Class 2 contains 8016 members 
Entering Unmasked Estep 
Score: -2934634.750000 Penalty: 3273.813721
	Iteration 40F: 3 clusters Score -2934635 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15790 members 
Mstep: Class 2 contains 7911 members 
Entering Unmasked Estep 
Score: -2934656.000000 Penalty: 3273.813721
	Iteration 41Q: 3 clusters Score -2934656 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15895 members 
Mstep: Class 2 contains 7806 members 
Entering Unmasked Estep 
Score: -2934671.750000 Penalty: 3273.813721
	Iteration 42Q: 3 clusters Score -2934672 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15986 members 
Mstep: Class 2 contains 7715 members 
Entering Unmasked Estep 
Score: -2934685.250000 Penalty: 3273.813721
	Iteration 43Q: 3 clusters Score -2934685 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16092 members 
Mstep: Class 2 contains 7609 members 
Entering Unmasked Estep 
Score: -2934689.250000 Penalty: 3273.813721
	Iteration 44Q: 3 clusters Score -2934689 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16203 members 
Mstep: Class 2 contains 7498 members 
Entering Unmasked Estep 
Score: -2934709.250000 Penalty: 3273.813721
	Iteration 45Q: 3 clusters Score -2934709 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16316 members 
Mstep: Class 2 contains 7385 members 
Entering Unmasked Estep 
Score: -2934731.500000 Penalty: 3273.813721
	Iteration 46Q: 3 clusters Score -2934732 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16427 members 
Mstep: Class 2 contains 7274 members 
Entering Unmasked Estep 
Score: -2934751.500000 Penalty: 3273.813721
	Iteration 47Q: 3 clusters Score -2934752 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16544 members 
Mstep: Class 2 contains 7157 members 
Entering Unmasked Estep 
Score: -2934769.000000 Penalty: 3273.813721
	Iteration 48Q: 3 clusters Score -2934769 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16683 members 
Mstep: Class 2 contains 7018 members 
Entering Unmasked Estep 
Score: -2934798.750000 Penalty: 3273.813721
	Iteration 49Q: 3 clusters Score -2934799 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16826 members 
Mstep: Class 2 contains 6875 members 
Entering Unmasked Estep 
Score: -2934825.750000 Penalty: 3273.813721
	Iteration 50Q: 3 clusters Score -2934826 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16982 members 
Mstep: Class 2 contains 6719 members 
Entering Unmasked Estep 
Score: -2934842.500000 Penalty: 3273.813721
	Iteration 51Q: 3 clusters Score -2934842 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17130 members 
Mstep: Class 2 contains 6571 members 
Entering Unmasked Estep 
Score: -2934867.500000 Penalty: 3273.813721
	Iteration 52Q: 3 clusters Score -2934868 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17293 members 
Mstep: Class 2 contains 6408 members 
Entering Unmasked Estep 
Score: -2934912.250000 Penalty: 3273.813721
	Iteration 53Q: 3 clusters Score -2934912 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17459 members 
Mstep: Class 2 contains 6242 members 
Entering Unmasked Estep 
Score: -2934935.250000 Penalty: 3273.813721
	Iteration 54Q: 3 clusters Score -2934935 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17643 members 
Mstep: Class 2 contains 6058 members 
Entering Unmasked Estep 
Score: -2934985.250000 Penalty: 3273.813721
	Iteration 55Q: 3 clusters Score -2934985 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17837 members 
Mstep: Class 2 contains 5864 members 
Entering Unmasked Estep 
Score: -2935026.750000 Penalty: 3273.813721
	Iteration 56Q: 3 clusters Score -2935027 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18039 members 
Mstep: Class 2 contains 5662 members 
Entering Unmasked Estep 
Score: -2935069.250000 Penalty: 3273.813721
	Iteration 57Q: 3 clusters Score -2935069 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18273 members 
Mstep: Class 2 contains 5428 members 
Entering Unmasked Estep 
Score: -2935120.250000 Penalty: 3273.813721
	Iteration 58Q: 3 clusters Score -2935120 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18521 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
Score: -2935188.250000 Penalty: 3273.813721
	Iteration 59Q: 3 clusters Score -2935188 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18779 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -2935262.750000 Penalty: 3273.813721
	Iteration 60F: 3 clusters Score -2935263 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19056 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -2935351.000000 Penalty: 3273.813721
	Iteration 61Q: 3 clusters Score -2935351 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19328 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -2935455.500000 Penalty: 3273.813721
	Iteration 62Q: 3 clusters Score -2935456 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19606 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -2935546.250000 Penalty: 3273.813721
	Iteration 63Q: 3 clusters Score -2935546 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19893 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -2935672.250000 Penalty: 3273.813721
	Iteration 64Q: 3 clusters Score -2935672 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20180 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -2935773.500000 Penalty: 3273.813721
	Iteration 65Q: 3 clusters Score -2935774 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20472 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -2935898.250000 Penalty: 3273.813721
	Iteration 66Q: 3 clusters Score -2935898 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20763 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -2936038.500000 Penalty: 3273.813721
	Iteration 67Q: 3 clusters Score -2936038 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21034 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -2936178.250000 Penalty: 3273.813721
	Iteration 68Q: 3 clusters Score -2936178 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21299 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -2936326.000000 Penalty: 3273.813721
	Iteration 69Q: 3 clusters Score -2936326 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21553 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -2936468.250000 Penalty: 3273.813721
	Iteration 70Q: 3 clusters Score -2936468 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21755 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -2936584.000000 Penalty: 3273.813721
	Iteration 71Q: 3 clusters Score -2936584 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21909 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -2936679.750000 Penalty: 3273.813721
	Iteration 72Q: 3 clusters Score -2936680 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22071 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -2936781.500000 Penalty: 3273.813721
	Iteration 73Q: 3 clusters Score -2936782 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22203 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -2936847.750000 Penalty: 3273.813721
	Iteration 74Q: 3 clusters Score -2936848 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22313 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -2936919.500000 Penalty: 3273.813721
	Iteration 75Q: 3 clusters Score -2936920 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22402 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -2936980.250000 Penalty: 3273.813721
	Iteration 76Q: 3 clusters Score -2936980 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22469 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -2937022.750000 Penalty: 3273.813721
	Iteration 77Q: 3 clusters Score -2937023 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22523 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -2937069.750000 Penalty: 3273.813721
	Iteration 78Q: 3 clusters Score -2937070 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22573 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -2937118.250000 Penalty: 3273.813721
	Iteration 79Q: 3 clusters Score -2937118 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22619 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -2937147.250000 Penalty: 3273.813721
	Iteration 80F: 3 clusters Score -2937147 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22661 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -2937168.250000 Penalty: 3273.813721
	Iteration 81Q: 3 clusters Score -2937168 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22695 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -2937189.500000 Penalty: 3273.813721
	Iteration 82Q: 3 clusters Score -2937190 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22714 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -2937197.750000 Penalty: 3273.813721
	Iteration 83Q: 3 clusters Score -2937198 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22721 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -2937195.250000 Penalty: 3273.813721
	Iteration 84Q: 3 clusters Score -2937195 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22730 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -2937201.750000 Penalty: 3273.813721
	Iteration 85Q: 3 clusters Score -2937202 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22735 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -2937202.000000 Penalty: 3273.813721
	Iteration 86Q: 3 clusters Score -2937202 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22742 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -2937206.000000 Penalty: 3273.813721
	Iteration 87Q: 3 clusters Score -2937206 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22751 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -2937212.250000 Penalty: 3273.813721
	Iteration 88Q: 3 clusters Score -2937212 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22756 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -2937216.750000 Penalty: 3273.813721
	Iteration 89Q: 3 clusters Score -2937217 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22761 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -2937216.000000 Penalty: 3273.813721
	Iteration 90Q: 3 clusters Score -2937216 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22767 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -2937217.750000 Penalty: 3273.813721
	Iteration 91Q: 3 clusters Score -2937218 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22773 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -2937220.000000 Penalty: 3273.813721
	Iteration 92Q: 3 clusters Score -2937220 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22783 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -2937225.750000 Penalty: 3273.813721
	Iteration 93Q: 3 clusters Score -2937226 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22794 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -2937232.000000 Penalty: 3273.813721
	Iteration 94Q: 3 clusters Score -2937232 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22796 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -2937235.750000 Penalty: 3273.813721
	Iteration 95Q: 3 clusters Score -2937236 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22805 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -2937238.250000 Penalty: 3273.813721
	Iteration 96Q: 3 clusters Score -2937238 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22818 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -2937248.000000 Penalty: 3273.813721
	Iteration 97Q: 3 clusters Score -2937248 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22832 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -2937257.500000 Penalty: 3273.813721
	Iteration 98Q: 3 clusters Score -2937258 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22845 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -2937278.000000 Penalty: 3273.813721
	Iteration 99Q: 3 clusters Score -2937278 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22856 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -2937283.250000 Penalty: 3273.813721
	Iteration 100F: 3 clusters Score -2937283 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22861 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -2937286.250000 Penalty: 3273.813721
	Iteration 101Q: 3 clusters Score -2937286 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22864 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -2937285.750000 Penalty: 3273.813721
	Iteration 102Q: 3 clusters Score -2937286 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22866 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -2937290.000000 Penalty: 3273.813721
	Iteration 103Q: 3 clusters Score -2937290 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22868 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -2937288.000000 Penalty: 3273.813721
	Iteration 104Q: 3 clusters Score -2937288 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22874 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -2937283.750000 Penalty: 3273.813721
	Iteration 105Q: 3 clusters Score -2937284 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22880 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -2937288.750000 Penalty: 3273.813721
	Iteration 106Q: 3 clusters Score -2937289 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22880 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -2937297.750000 Penalty: 3273.813721
	Iteration 107Q: 3 clusters Score -2937298 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22882 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -2937299.250000 Penalty: 3273.813721
	Iteration 108Q: 3 clusters Score -2937299 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22891 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -2937302.750000 Penalty: 3273.813721
	Iteration 109Q: 3 clusters Score -2937303 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22904 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -2937315.750000 Penalty: 3273.813721
	Iteration 110Q: 3 clusters Score -2937316 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22914 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -2937321.250000 Penalty: 3273.813721
	Iteration 111Q: 3 clusters Score -2937321 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22918 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -2937322.500000 Penalty: 3273.813721
	Iteration 112Q: 3 clusters Score -2937322 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22923 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -2937323.750000 Penalty: 3273.813721
	Iteration 113Q: 3 clusters Score -2937324 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22924 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -2937325.500000 Penalty: 3273.813721
	Iteration 114Q: 3 clusters Score -2937326 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22925 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -2937325.500000 Penalty: 3273.813721
	Iteration 115Q: 3 clusters Score -2937326 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22925 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -2937325.500000 Penalty: 3273.813721
	Iteration 116F: 3 clusters Score -2937326 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (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: -42691.425781 Penalty: 976.830933
	Iteration 0F: 2 clusters Score -42691.43 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 193 members 
Entering Unmasked Estep 
Score: -41803.332031 Penalty: 1953.661865
	Iteration 0F: 3 clusters Score -41803.33 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -42178.578125 Penalty: 1953.661865
	Iteration 1F: 3 clusters Score -42178.58 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -42356.820312 Penalty: 1953.661865
	Iteration 2F: 3 clusters Score -42356.82 nChanged 24
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: -42517.128906 Penalty: 1953.661865
	Iteration 3F: 3 clusters Score -42517.13 nChanged 17
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: -42548.906250 Penalty: 1953.661865
	Iteration 4Q: 3 clusters Score -42548.91 nChanged 4
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: -42557.800781 Penalty: 1953.661865
	Iteration 5Q: 3 clusters Score -42557.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -42559.546875 Penalty: 1953.661865
	Iteration 6Q: 3 clusters Score -42559.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -42562.789062 Penalty: 1953.661865
	Iteration 7Q: 3 clusters Score -42562.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -42564.765625 Penalty: 1953.661865
	Iteration 8Q: 3 clusters Score -42564.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -42566.593750 Penalty: 1953.661865
	Iteration 9Q: 3 clusters Score -42566.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -42567.714844 Penalty: 1953.661865
	Iteration 10Q: 3 clusters Score -42567.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -42567.714844 Penalty: 1953.661865
	Iteration 11F: 3 clusters Score -42567.71 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (3814 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Entering Unmasked Estep 
Score: -451307.000000 Penalty: 1340.045532
	Iteration 0F: 2 clusters Score -451307 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -448116.750000 Penalty: 2680.091064
	Iteration 0F: 3 clusters Score -448116.8 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -449096.906250 Penalty: 2680.091064
	Iteration 1F: 3 clusters Score -449096.9 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -449369.218750 Penalty: 2680.091064
	Iteration 2F: 3 clusters Score -449369.2 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -449578.062500 Penalty: 2680.091064
	Iteration 3F: 3 clusters Score -449578.1 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -449736.750000 Penalty: 2680.091064
	Iteration 4F: 3 clusters Score -449736.8 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -449858.562500 Penalty: 2680.091064
	Iteration 5Q: 3 clusters Score -449858.6 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -449945.531250 Penalty: 2680.091064
	Iteration 6Q: 3 clusters Score -449945.5 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -450015.187500 Penalty: 2680.091064
	Iteration 7Q: 3 clusters Score -450015.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -450082.625000 Penalty: 2680.091064
	Iteration 8Q: 3 clusters Score -450082.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -450159.562500 Penalty: 2680.091064
	Iteration 9Q: 3 clusters Score -450159.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -450226.468750 Penalty: 2680.091064
	Iteration 10Q: 3 clusters Score -450226.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -450270.187500 Penalty: 2680.091064
	Iteration 11Q: 3 clusters Score -450270.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -450299.687500 Penalty: 2680.091064
	Iteration 12Q: 3 clusters Score -450299.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -450322.875000 Penalty: 2680.091064
	Iteration 13Q: 3 clusters Score -450322.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -450340.312500 Penalty: 2680.091064
	Iteration 14Q: 3 clusters Score -450340.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -450352.375000 Penalty: 2680.091064
	Iteration 15Q: 3 clusters Score -450352.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -450364.250000 Penalty: 2680.091064
	Iteration 16Q: 3 clusters Score -450364.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -450377.000000 Penalty: 2680.091064
	Iteration 17Q: 3 clusters Score -450377 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -450385.312500 Penalty: 2680.091064
	Iteration 18Q: 3 clusters Score -450385.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -450392.937500 Penalty: 2680.091064
	Iteration 19Q: 3 clusters Score -450392.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -450397.906250 Penalty: 2680.091064
	Iteration 20F: 3 clusters Score -450397.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -450401.437500 Penalty: 2680.091064
	Iteration 21Q: 3 clusters Score -450401.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -450406.500000 Penalty: 2680.091064
	Iteration 22Q: 3 clusters Score -450406.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -450411.281250 Penalty: 2680.091064
	Iteration 23Q: 3 clusters Score -450411.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -450416.750000 Penalty: 2680.091064
	Iteration 24Q: 3 clusters Score -450416.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -450425.906250 Penalty: 2680.091064
	Iteration 25Q: 3 clusters Score -450425.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -450435.187500 Penalty: 2680.091064
	Iteration 26Q: 3 clusters Score -450435.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -450443.000000 Penalty: 2680.091064
	Iteration 27Q: 3 clusters Score -450443 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -450451.281250 Penalty: 2680.091064
	Iteration 28Q: 3 clusters Score -450451.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -450460.125000 Penalty: 2680.091064
	Iteration 29Q: 3 clusters Score -450460.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -450469.468750 Penalty: 2680.091064
	Iteration 30Q: 3 clusters Score -450469.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -450483.312500 Penalty: 2680.091064
	Iteration 31Q: 3 clusters Score -450483.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -450499.718750 Penalty: 2680.091064
	Iteration 32Q: 3 clusters Score -450499.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -450517.218750 Penalty: 2680.091064
	Iteration 33Q: 3 clusters Score -450517.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -450541.437500 Penalty: 2680.091064
	Iteration 34Q: 3 clusters Score -450541.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -450567.937500 Penalty: 2680.091064
	Iteration 35Q: 3 clusters Score -450567.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -450605.781250 Penalty: 2680.091064
	Iteration 36Q: 3 clusters Score -450605.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -450643.593750 Penalty: 2680.091064
	Iteration 37Q: 3 clusters Score -450643.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -450682.593750 Penalty: 2680.091064
	Iteration 38Q: 3 clusters Score -450682.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -450749.906250 Penalty: 2680.091064
	Iteration 39Q: 3 clusters Score -450749.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -450856.593750 Penalty: 2680.091064
	Iteration 40F: 3 clusters Score -450856.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -451031.718750 Penalty: 2680.091064
	Iteration 41Q: 3 clusters Score -451031.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -451211.718750 Penalty: 2680.091064
	Iteration 42Q: 3 clusters Score -451211.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -451286.843750 Penalty: 2680.091064
	Iteration 43Q: 3 clusters Score -451286.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -451308.843750 Penalty: 2680.091064
	Iteration 44Q: 3 clusters Score -451308.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -451317.500000 Penalty: 2680.091064
	Iteration 45Q: 3 clusters Score -451317.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -451320.937500 Penalty: 2680.091064
	Iteration 46Q: 3 clusters Score -451320.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -451321.375000 Penalty: 2680.091064
	Iteration 47Q: 3 clusters Score -451321.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -451322.531250 Penalty: 2680.091064
	Iteration 48Q: 3 clusters Score -451322.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -451323.937500 Penalty: 2680.091064
	Iteration 49Q: 3 clusters Score -451323.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -451323.687500 Penalty: 2680.091064
	Iteration 50Q: 3 clusters Score -451323.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -451326.000000 Penalty: 2680.091064
	Iteration 51Q: 3 clusters Score -451326 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -451326.562500 Penalty: 2680.091064
	Iteration 52Q: 3 clusters Score -451326.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -451326.562500 Penalty: 2680.091064
	Iteration 53F: 3 clusters Score -451326.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 47709 members 
Mstep: Class 2 contains 5058 members 
Mstep: Class 3 contains 2098 members 
Mstep: Class 4 contains 3290 members 
Mstep: Class 5 contains 14507 members 
Mstep: Class 6 contains 1252 members 
Mstep: Class 7 contains 476 members 
Mstep: Class 8 contains 9740 members 
Mstep: Class 9 contains 25403 members 
Mstep: Class 10 contains 33129 members 
Mstep: Class 11 contains 2157 members 
Mstep: Class 12 contains 73208 members 
Mstep: Class 13 contains 18157 members 
Mstep: Class 14 contains 146798 members 
Mstep: Class 15 contains 2490 members 
Mstep: Class 16 contains 17908 members 
Mstep: Class 17 contains 9552 members 
Mstep: Class 18 contains 20948 members 
Mstep: Class 19 contains 34991 members 
Mstep: Class 20 contains 5769 members 
Mstep: Class 21 contains 11910 members 
Mstep: Class 22 contains 3046 members 
Mstep: Class 23 contains 21826 members 
Mstep: Class 24 contains 39386 members 
Mstep: Class 25 contains 7911 members 
Mstep: Class 26 contains 3900 members 
Mstep: Class 27 contains 2333 members 
Mstep: Class 28 contains 23701 members 
Mstep: Class 29 contains 408 members 
Mstep: Class 30 contains 2350 members 
Mstep: Class 31 contains 12568 members 
Mstep: Class 32 contains 13764 members 
Mstep: Class 33 contains 8158 members 
Mstep: Class 34 contains 13797 members 
Mstep: Class 35 contains 2399 members 
Mstep: Class 36 contains 11697 members 
Mstep: Class 37 contains 3894 members 
Mstep: Class 38 contains 10194 members 
Mstep: Class 39 contains 38181 members 
Mstep: Class 40 contains 18664 members 
Mstep: Class 41 contains 1395 members 
Mstep: Class 42 contains 24676 members 
Mstep: Class 43 contains 4316 members 
Mstep: Class 44 contains 3287 members 
Mstep: Class 45 contains 4541 members 
Mstep: Class 46 contains 4044 members 
Mstep: Class 47 contains 25819 members 
Mstep: Class 48 contains 818 members 
Mstep: Class 49 contains 3200 members 
Mstep: Class 50 contains 22294 members 
Mstep: Class 51 contains 1464 members 
Entering Unmasked Estep 
Score: -100306752.000000 Penalty: 112857.750000
Splitting cluster 30 changes total score from -100307512.000000 to -100306752.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 31 (12568 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12568 members 
Entering Unmasked Estep 
Score: -1602280.000000 Penalty: 1533.822754
	Iteration 0F: 2 clusters Score -1602280 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6241 members 
Mstep: Class 2 contains 6327 members 
Entering Unmasked Estep 
Score: -1593449.625000 Penalty: 3067.645508
	Iteration 0F: 3 clusters Score -1593450 nChanged 5549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5946 members 
Mstep: Class 2 contains 6622 members 
Entering Unmasked Estep 
Score: -1596426.125000 Penalty: 3067.645508
	Iteration 1F: 3 clusters Score -1596426 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5787 members 
Mstep: Class 2 contains 6781 members 
Entering Unmasked Estep 
Score: -1596742.625000 Penalty: 3067.645508
	Iteration 2F: 3 clusters Score -1596743 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5575 members 
Mstep: Class 2 contains 6993 members 
Entering Unmasked Estep 
Score: -1597024.625000 Penalty: 3067.645508
	Iteration 3F: 3 clusters Score -1597025 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5289 members 
Mstep: Class 2 contains 7279 members 
Entering Unmasked Estep 
Score: -1597298.500000 Penalty: 3067.645508
	Iteration 4Q: 3 clusters Score -1597298 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 7645 members 
Entering Unmasked Estep 
Score: -1597626.750000 Penalty: 3067.645508
	Iteration 5F: 3 clusters Score -1597627 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 8132 members 
Entering Unmasked Estep 
Score: -1598049.500000 Penalty: 3067.645508
	Iteration 6F: 3 clusters Score -1598050 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 8629 members 
Entering Unmasked Estep 
Score: -1598510.750000 Penalty: 3067.645508
	Iteration 7F: 3 clusters Score -1598511 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 9132 members 
Entering Unmasked Estep 
Score: -1598971.125000 Penalty: 3067.645508
	Iteration 8F: 3 clusters Score -1598971 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 9606 members 
Entering Unmasked Estep 
Score: -1599426.500000 Penalty: 3067.645508
	Iteration 9Q: 3 clusters Score -1599426 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 9994 members 
Entering Unmasked Estep 
Score: -1599791.625000 Penalty: 3067.645508
	Iteration 10Q: 3 clusters Score -1599792 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 10287 members 
Entering Unmasked Estep 
Score: -1600099.500000 Penalty: 3067.645508
	Iteration 11Q: 3 clusters Score -1600100 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 10516 members 
Entering Unmasked Estep 
Score: -1600334.375000 Penalty: 3067.645508
	Iteration 12Q: 3 clusters Score -1600334 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 10705 members 
Entering Unmasked Estep 
Score: -1600487.500000 Penalty: 3067.645508
	Iteration 13Q: 3 clusters Score -1600488 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 10842 members 
Entering Unmasked Estep 
Score: -1600585.375000 Penalty: 3067.645508
	Iteration 14Q: 3 clusters Score -1600585 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 10967 members 
Entering Unmasked Estep 
Score: -1600674.625000 Penalty: 3067.645508
	Iteration 15Q: 3 clusters Score -1600675 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 11086 members 
Entering Unmasked Estep 
Score: -1600749.125000 Penalty: 3067.645508
	Iteration 16Q: 3 clusters Score -1600749 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 11184 members 
Entering Unmasked Estep 
Score: -1600809.750000 Penalty: 3067.645508
	Iteration 17Q: 3 clusters Score -1600810 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 11255 members 
Entering Unmasked Estep 
Score: -1600834.375000 Penalty: 3067.645508
	Iteration 18Q: 3 clusters Score -1600834 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 11308 members 
Entering Unmasked Estep 
Score: -1600862.625000 Penalty: 3067.645508
	Iteration 19Q: 3 clusters Score -1600863 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 11363 members 
Entering Unmasked Estep 
Score: -1600900.875000 Penalty: 3067.645508
	Iteration 20F: 3 clusters Score -1600901 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 11403 members 
Entering Unmasked Estep 
Score: -1600926.625000 Penalty: 3067.645508
	Iteration 21Q: 3 clusters Score -1600927 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 11448 members 
Entering Unmasked Estep 
Score: -1600971.125000 Penalty: 3067.645508
	Iteration 22Q: 3 clusters Score -1600971 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 11490 members 
Entering Unmasked Estep 
Score: -1601011.250000 Penalty: 3067.645508
	Iteration 23Q: 3 clusters Score -1601011 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 11523 members 
Entering Unmasked Estep 
Score: -1601060.875000 Penalty: 3067.645508
	Iteration 24Q: 3 clusters Score -1601061 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 11557 members 
Entering Unmasked Estep 
Score: -1601103.625000 Penalty: 3067.645508
	Iteration 25Q: 3 clusters Score -1601104 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 11582 members 
Entering Unmasked Estep 
Score: -1601136.125000 Penalty: 3067.645508
	Iteration 26Q: 3 clusters Score -1601136 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 11600 members 
Entering Unmasked Estep 
Score: -1601146.250000 Penalty: 3067.645508
	Iteration 27Q: 3 clusters Score -1601146 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 11613 members 
Entering Unmasked Estep 
Score: -1601152.000000 Penalty: 3067.645508
	Iteration 28Q: 3 clusters Score -1601152 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 11620 members 
Entering Unmasked Estep 
Score: -1601152.250000 Penalty: 3067.645508
	Iteration 29Q: 3 clusters Score -1601152 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 11628 members 
Entering Unmasked Estep 
Score: -1601160.000000 Penalty: 3067.645508
	Iteration 30Q: 3 clusters Score -1601160 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 11634 members 
Entering Unmasked Estep 
Score: -1601162.625000 Penalty: 3067.645508
	Iteration 31Q: 3 clusters Score -1601163 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 11638 members 
Entering Unmasked Estep 
Score: -1601159.875000 Penalty: 3067.645508
	Iteration 32Q: 3 clusters Score -1601160 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 11641 members 
Entering Unmasked Estep 
Score: -1601163.375000 Penalty: 3067.645508
	Iteration 33Q: 3 clusters Score -1601163 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 11646 members 
Entering Unmasked Estep 
Score: -1601168.500000 Penalty: 3067.645508
	Iteration 34Q: 3 clusters Score -1601168 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 11651 members 
Entering Unmasked Estep 
Score: -1601173.250000 Penalty: 3067.645508
	Iteration 35Q: 3 clusters Score -1601173 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 11651 members 
Entering Unmasked Estep 
Score: -1601173.250000 Penalty: 3067.645508
	Iteration 36Q: 3 clusters Score -1601173 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 11652 members 
Entering Unmasked Estep 
Score: -1601171.125000 Penalty: 3067.645508
	Iteration 37Q: 3 clusters Score -1601171 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 11655 members 
Entering Unmasked Estep 
Score: -1601170.375000 Penalty: 3067.645508
	Iteration 38Q: 3 clusters Score -1601170 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 11657 members 
Entering Unmasked Estep 
Score: -1601171.000000 Penalty: 3067.645508
	Iteration 39Q: 3 clusters Score -1601171 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 11658 members 
Entering Unmasked Estep 
Score: -1601171.625000 Penalty: 3067.645508
	Iteration 40F: 3 clusters Score -1601172 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 11661 members 
Entering Unmasked Estep 
Score: -1601172.625000 Penalty: 3067.645508
	Iteration 41Q: 3 clusters Score -1601173 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 11666 members 
Entering Unmasked Estep 
Score: -1601178.250000 Penalty: 3067.645508
	Iteration 42Q: 3 clusters Score -1601178 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 11671 members 
Entering Unmasked Estep 
Score: -1601177.375000 Penalty: 3067.645508
	Iteration 43Q: 3 clusters Score -1601177 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 11673 members 
Entering Unmasked Estep 
Score: -1601181.750000 Penalty: 3067.645508
	Iteration 44Q: 3 clusters Score -1601182 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 11676 members 
Entering Unmasked Estep 
Score: -1601182.750000 Penalty: 3067.645508
	Iteration 45Q: 3 clusters Score -1601183 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 11679 members 
Entering Unmasked Estep 
Score: -1601183.625000 Penalty: 3067.645508
	Iteration 46Q: 3 clusters Score -1601184 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 11681 members 
Entering Unmasked Estep 
Score: -1601183.875000 Penalty: 3067.645508
	Iteration 47Q: 3 clusters Score -1601184 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 11681 members 
Entering Unmasked Estep 
Score: -1601183.875000 Penalty: 3067.645508
	Iteration 48F: 3 clusters Score -1601184 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (13764 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13764 members 
Entering Unmasked Estep 
Score: -1746509.250000 Penalty: 1548.594482
	Iteration 0F: 2 clusters Score -1746509 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6785 members 
Mstep: Class 2 contains 6979 members 
Entering Unmasked Estep 
Score: -1736864.000000 Penalty: 3097.188965
	Iteration 0F: 3 clusters Score -1736864 nChanged 6077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6118 members 
Mstep: Class 2 contains 7646 members 
Entering Unmasked Estep 
Score: -1740242.500000 Penalty: 3097.188965
	Iteration 1F: 3 clusters Score -1740242 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5702 members 
Mstep: Class 2 contains 8062 members 
Entering Unmasked Estep 
Score: -1740583.875000 Penalty: 3097.188965
	Iteration 2F: 3 clusters Score -1740584 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 8649 members 
Entering Unmasked Estep 
Score: -1741032.750000 Penalty: 3097.188965
	Iteration 3F: 3 clusters Score -1741033 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 9361 members 
Entering Unmasked Estep 
Score: -1741642.375000 Penalty: 3097.188965
	Iteration 4F: 3 clusters Score -1741642 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 10195 members 
Entering Unmasked Estep 
Score: -1742416.250000 Penalty: 3097.188965
	Iteration 5F: 3 clusters Score -1742416 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 11070 members 
Entering Unmasked Estep 
Score: -1743255.625000 Penalty: 3097.188965
	Iteration 6F: 3 clusters Score -1743256 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 11809 members 
Entering Unmasked Estep 
Score: -1744006.500000 Penalty: 3097.188965
	Iteration 7F: 3 clusters Score -1744006 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 12329 members 
Entering Unmasked Estep 
Score: -1744602.125000 Penalty: 3097.188965
	Iteration 8Q: 3 clusters Score -1744602 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 12596 members 
Entering Unmasked Estep 
Score: -1745035.000000 Penalty: 3097.188965
	Iteration 9Q: 3 clusters Score -1745035 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 12700 members 
Entering Unmasked Estep 
Score: -1745338.375000 Penalty: 3097.188965
	Iteration 10Q: 3 clusters Score -1745338 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 12710 members 
Entering Unmasked Estep 
Score: -1745509.750000 Penalty: 3097.188965
	Iteration 11Q: 3 clusters Score -1745510 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 12710 members 
Entering Unmasked Estep 
Score: -1745590.625000 Penalty: 3097.188965
	Iteration 12Q: 3 clusters Score -1745591 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 12716 members 
Entering Unmasked Estep 
Score: -1745622.250000 Penalty: 3097.188965
	Iteration 13Q: 3 clusters Score -1745622 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 12714 members 
Entering Unmasked Estep 
Score: -1745633.750000 Penalty: 3097.188965
	Iteration 14Q: 3 clusters Score -1745634 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 12719 members 
Entering Unmasked Estep 
Score: -1745639.375000 Penalty: 3097.188965
	Iteration 15Q: 3 clusters Score -1745639 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 12721 members 
Entering Unmasked Estep 
Score: -1745642.125000 Penalty: 3097.188965
	Iteration 16Q: 3 clusters Score -1745642 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 12723 members 
Entering Unmasked Estep 
Score: -1745642.000000 Penalty: 3097.188965
	Iteration 17Q: 3 clusters Score -1745642 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 12724 members 
Entering Unmasked Estep 
Score: -1745642.750000 Penalty: 3097.188965
	Iteration 18Q: 3 clusters Score -1745643 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 12725 members 
Entering Unmasked Estep 
Score: -1745645.125000 Penalty: 3097.188965
	Iteration 19Q: 3 clusters Score -1745645 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 12724 members 
Entering Unmasked Estep 
Score: -1745647.125000 Penalty: 3097.188965
	Iteration 20F: 3 clusters Score -1745647 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 12723 members 
Entering Unmasked Estep 
Score: -1745646.750000 Penalty: 3097.188965
	Iteration 21Q: 3 clusters Score -1745647 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 12721 members 
Entering Unmasked Estep 
Score: -1745648.625000 Penalty: 3097.188965
	Iteration 22Q: 3 clusters Score -1745649 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 12719 members 
Entering Unmasked Estep 
Score: -1745648.000000 Penalty: 3097.188965
	Iteration 23Q: 3 clusters Score -1745648 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 12718 members 
Entering Unmasked Estep 
Score: -1745648.875000 Penalty: 3097.188965
	Iteration 24Q: 3 clusters Score -1745649 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 12718 members 
Entering Unmasked Estep 
Score: -1745648.125000 Penalty: 3097.188965
	Iteration 25Q: 3 clusters Score -1745648 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 12719 members 
Entering Unmasked Estep 
Score: -1745646.875000 Penalty: 3097.188965
	Iteration 26Q: 3 clusters Score -1745647 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 12718 members 
Entering Unmasked Estep 
Score: -1745647.625000 Penalty: 3097.188965
	Iteration 27Q: 3 clusters Score -1745648 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 12717 members 
Entering Unmasked Estep 
Score: -1745648.000000 Penalty: 3097.188965
	Iteration 28Q: 3 clusters Score -1745648 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 12717 members 
Entering Unmasked Estep 
Score: -1745648.000000 Penalty: 3097.188965
	Iteration 29F: 3 clusters Score -1745648 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (8158 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8158 members 
Entering Unmasked Estep 
Score: -1029352.500000 Penalty: 1463.597534
	Iteration 0F: 2 clusters Score -1029352 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -1023449.937500 Penalty: 2927.195068
	Iteration 0F: 3 clusters Score -1023450 nChanged 3403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -1025329.687500 Penalty: 2927.195068
	Iteration 1F: 3 clusters Score -1025330 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -1025651.562500 Penalty: 2927.195068
	Iteration 2F: 3 clusters Score -1025652 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -1025935.062500 Penalty: 2927.195068
	Iteration 3F: 3 clusters Score -1025935 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -1026233.750000 Penalty: 2927.195068
	Iteration 4F: 3 clusters Score -1026234 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -1026533.312500 Penalty: 2927.195068
	Iteration 5F: 3 clusters Score -1026533 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 5285 members 
Entering Unmasked Estep 
Score: -1026816.062500 Penalty: 2927.195068
	Iteration 6F: 3 clusters Score -1026816 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 5528 members 
Entering Unmasked Estep 
Score: -1027104.812500 Penalty: 2927.195068
	Iteration 7F: 3 clusters Score -1027105 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 5739 members 
Entering Unmasked Estep 
Score: -1027334.812500 Penalty: 2927.195068
	Iteration 8Q: 3 clusters Score -1027335 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 5925 members 
Entering Unmasked Estep 
Score: -1027508.000000 Penalty: 2927.195068
	Iteration 9Q: 3 clusters Score -1027508 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 6069 members 
Entering Unmasked Estep 
Score: -1027634.625000 Penalty: 2927.195068
	Iteration 10Q: 3 clusters Score -1027635 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 6208 members 
Entering Unmasked Estep 
Score: -1027742.562500 Penalty: 2927.195068
	Iteration 11Q: 3 clusters Score -1027743 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 6317 members 
Entering Unmasked Estep 
Score: -1027813.125000 Penalty: 2927.195068
	Iteration 12Q: 3 clusters Score -1027813 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 6421 members 
Entering Unmasked Estep 
Score: -1027874.687500 Penalty: 2927.195068
	Iteration 13Q: 3 clusters Score -1027875 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 6525 members 
Entering Unmasked Estep 
Score: -1027929.937500 Penalty: 2927.195068
	Iteration 14Q: 3 clusters Score -1027930 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 6590 members 
Entering Unmasked Estep 
Score: -1027958.687500 Penalty: 2927.195068
	Iteration 15Q: 3 clusters Score -1027959 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 6663 members 
Entering Unmasked Estep 
Score: -1027991.500000 Penalty: 2927.195068
	Iteration 16Q: 3 clusters Score -1027992 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 6725 members 
Entering Unmasked Estep 
Score: -1028019.250000 Penalty: 2927.195068
	Iteration 17Q: 3 clusters Score -1028019 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 6796 members 
Entering Unmasked Estep 
Score: -1028050.375000 Penalty: 2927.195068
	Iteration 18Q: 3 clusters Score -1028050 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 6865 members 
Entering Unmasked Estep 
Score: -1028081.750000 Penalty: 2927.195068
	Iteration 19Q: 3 clusters Score -1028082 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 6922 members 
Entering Unmasked Estep 
Score: -1028111.125000 Penalty: 2927.195068
	Iteration 20F: 3 clusters Score -1028111 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 6973 members 
Entering Unmasked Estep 
Score: -1028138.875000 Penalty: 2927.195068
	Iteration 21Q: 3 clusters Score -1028139 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 7016 members 
Entering Unmasked Estep 
Score: -1028158.437500 Penalty: 2927.195068
	Iteration 22Q: 3 clusters Score -1028158 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 7052 members 
Entering Unmasked Estep 
Score: -1028177.875000 Penalty: 2927.195068
	Iteration 23Q: 3 clusters Score -1028178 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 7079 members 
Entering Unmasked Estep 
Score: -1028191.625000 Penalty: 2927.195068
	Iteration 24Q: 3 clusters Score -1028192 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 7120 members 
Entering Unmasked Estep 
Score: -1028206.500000 Penalty: 2927.195068
	Iteration 25Q: 3 clusters Score -1028206 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 7142 members 
Entering Unmasked Estep 
Score: -1028216.187500 Penalty: 2927.195068
	Iteration 26Q: 3 clusters Score -1028216 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 7162 members 
Entering Unmasked Estep 
Score: -1028225.312500 Penalty: 2927.195068
	Iteration 27Q: 3 clusters Score -1028225 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 7177 members 
Entering Unmasked Estep 
Score: -1028231.250000 Penalty: 2927.195068
	Iteration 28Q: 3 clusters Score -1028231 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 7190 members 
Entering Unmasked Estep 
Score: -1028235.312500 Penalty: 2927.195068
	Iteration 29Q: 3 clusters Score -1028235 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 7199 members 
Entering Unmasked Estep 
Score: -1028237.312500 Penalty: 2927.195068
	Iteration 30Q: 3 clusters Score -1028237 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 7209 members 
Entering Unmasked Estep 
Score: -1028240.187500 Penalty: 2927.195068
	Iteration 31Q: 3 clusters Score -1028240 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 7217 members 
Entering Unmasked Estep 
Score: -1028246.125000 Penalty: 2927.195068
	Iteration 32Q: 3 clusters Score -1028246 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 7224 members 
Entering Unmasked Estep 
Score: -1028245.125000 Penalty: 2927.195068
	Iteration 33Q: 3 clusters Score -1028245 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 7225 members 
Entering Unmasked Estep 
Score: -1028245.312500 Penalty: 2927.195068
	Iteration 34Q: 3 clusters Score -1028245 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 7226 members 
Entering Unmasked Estep 
Score: -1028246.562500 Penalty: 2927.195068
	Iteration 35Q: 3 clusters Score -1028247 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 7230 members 
Entering Unmasked Estep 
Score: -1028246.250000 Penalty: 2927.195068
	Iteration 36Q: 3 clusters Score -1028246 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 7233 members 
Entering Unmasked Estep 
Score: -1028245.625000 Penalty: 2927.195068
	Iteration 37Q: 3 clusters Score -1028246 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 7238 members 
Entering Unmasked Estep 
Score: -1028248.625000 Penalty: 2927.195068
	Iteration 38Q: 3 clusters Score -1028249 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 7243 members 
Entering Unmasked Estep 
Score: -1028251.375000 Penalty: 2927.195068
	Iteration 39Q: 3 clusters Score -1028251 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 7246 members 
Entering Unmasked Estep 
Score: -1028251.312500 Penalty: 2927.195068
	Iteration 40F: 3 clusters Score -1028251 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 7253 members 
Entering Unmasked Estep 
Score: -1028254.375000 Penalty: 2927.195068
	Iteration 41Q: 3 clusters Score -1028254 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 7259 members 
Entering Unmasked Estep 
Score: -1028256.375000 Penalty: 2927.195068
	Iteration 42Q: 3 clusters Score -1028256 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 7263 members 
Entering Unmasked Estep 
Score: -1028256.562500 Penalty: 2927.195068
	Iteration 43Q: 3 clusters Score -1028257 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 7264 members 
Entering Unmasked Estep 
Score: -1028257.437500 Penalty: 2927.195068
	Iteration 44Q: 3 clusters Score -1028257 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 7264 members 
Entering Unmasked Estep 
Score: -1028257.437500 Penalty: 2927.195068
	Iteration 45F: 3 clusters Score -1028257 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (13797 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13797 members 
Entering Unmasked Estep 
Score: -1742526.375000 Penalty: 1548.983521
	Iteration 0F: 2 clusters Score -1742526 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6884 members 
Mstep: Class 2 contains 6913 members 
Entering Unmasked Estep 
Score: -1732982.125000 Penalty: 3097.967041
	Iteration 0F: 3 clusters Score -1732982 nChanged 6051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6709 members 
Mstep: Class 2 contains 7088 members 
Entering Unmasked Estep 
Score: -1736447.500000 Penalty: 3097.967041
	Iteration 1F: 3 clusters Score -1736448 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6457 members 
Mstep: Class 2 contains 7340 members 
Entering Unmasked Estep 
Score: -1737092.125000 Penalty: 3097.967041
	Iteration 2F: 3 clusters Score -1737092 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6082 members 
Mstep: Class 2 contains 7715 members 
Entering Unmasked Estep 
Score: -1738003.250000 Penalty: 3097.967041
	Iteration 3F: 3 clusters Score -1738003 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5585 members 
Mstep: Class 2 contains 8212 members 
Entering Unmasked Estep 
Score: -1739060.625000 Penalty: 3097.967041
	Iteration 4F: 3 clusters Score -1739061 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 8727 members 
Entering Unmasked Estep 
Score: -1739974.125000 Penalty: 3097.967041
	Iteration 5F: 3 clusters Score -1739974 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 9156 members 
Entering Unmasked Estep 
Score: -1740584.125000 Penalty: 3097.967041
	Iteration 6F: 3 clusters Score -1740584 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 9555 members 
Entering Unmasked Estep 
Score: -1741039.125000 Penalty: 3097.967041
	Iteration 7Q: 3 clusters Score -1741039 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 9872 members 
Entering Unmasked Estep 
Score: -1741355.000000 Penalty: 3097.967041
	Iteration 8Q: 3 clusters Score -1741355 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 10118 members 
Entering Unmasked Estep 
Score: -1741598.500000 Penalty: 3097.967041
	Iteration 9Q: 3 clusters Score -1741598 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 10318 members 
Entering Unmasked Estep 
Score: -1741780.000000 Penalty: 3097.967041
	Iteration 10Q: 3 clusters Score -1741780 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 10480 members 
Entering Unmasked Estep 
Score: -1741894.875000 Penalty: 3097.967041
	Iteration 11Q: 3 clusters Score -1741895 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 10594 members 
Entering Unmasked Estep 
Score: -1741949.875000 Penalty: 3097.967041
	Iteration 12Q: 3 clusters Score -1741950 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 10688 members 
Entering Unmasked Estep 
Score: -1741993.000000 Penalty: 3097.967041
	Iteration 13Q: 3 clusters Score -1741993 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 10776 members 
Entering Unmasked Estep 
Score: -1742028.125000 Penalty: 3097.967041
	Iteration 14Q: 3 clusters Score -1742028 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 10862 members 
Entering Unmasked Estep 
Score: -1742058.250000 Penalty: 3097.967041
	Iteration 15Q: 3 clusters Score -1742058 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 10934 members 
Entering Unmasked Estep 
Score: -1742081.875000 Penalty: 3097.967041
	Iteration 16Q: 3 clusters Score -1742082 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 11001 members 
Entering Unmasked Estep 
Score: -1742103.125000 Penalty: 3097.967041
	Iteration 17Q: 3 clusters Score -1742103 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 11064 members 
Entering Unmasked Estep 
Score: -1742120.750000 Penalty: 3097.967041
	Iteration 18Q: 3 clusters Score -1742121 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 11130 members 
Entering Unmasked Estep 
Score: -1742145.625000 Penalty: 3097.967041
	Iteration 19Q: 3 clusters Score -1742146 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 11201 members 
Entering Unmasked Estep 
Score: -1742166.625000 Penalty: 3097.967041
	Iteration 20F: 3 clusters Score -1742167 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 11252 members 
Entering Unmasked Estep 
Score: -1742177.625000 Penalty: 3097.967041
	Iteration 21Q: 3 clusters Score -1742178 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 11285 members 
Entering Unmasked Estep 
Score: -1742189.000000 Penalty: 3097.967041
	Iteration 22Q: 3 clusters Score -1742189 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 11319 members 
Entering Unmasked Estep 
Score: -1742195.625000 Penalty: 3097.967041
	Iteration 23Q: 3 clusters Score -1742196 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 11342 members 
Entering Unmasked Estep 
Score: -1742196.125000 Penalty: 3097.967041
	Iteration 24Q: 3 clusters Score -1742196 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 11362 members 
Entering Unmasked Estep 
Score: -1742199.750000 Penalty: 3097.967041
	Iteration 25Q: 3 clusters Score -1742200 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 11379 members 
Entering Unmasked Estep 
Score: -1742202.625000 Penalty: 3097.967041
	Iteration 26Q: 3 clusters Score -1742203 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 11401 members 
Entering Unmasked Estep 
Score: -1742207.875000 Penalty: 3097.967041
	Iteration 27Q: 3 clusters Score -1742208 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 11422 members 
Entering Unmasked Estep 
Score: -1742206.500000 Penalty: 3097.967041
	Iteration 28Q: 3 clusters Score -1742206 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 11436 members 
Entering Unmasked Estep 
Score: -1742210.750000 Penalty: 3097.967041
	Iteration 29Q: 3 clusters Score -1742211 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 11446 members 
Entering Unmasked Estep 
Score: -1742211.000000 Penalty: 3097.967041
	Iteration 30Q: 3 clusters Score -1742211 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 11457 members 
Entering Unmasked Estep 
Score: -1742215.250000 Penalty: 3097.967041
	Iteration 31Q: 3 clusters Score -1742215 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 11473 members 
Entering Unmasked Estep 
Score: -1742215.125000 Penalty: 3097.967041
	Iteration 32Q: 3 clusters Score -1742215 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 11486 members 
Entering Unmasked Estep 
Score: -1742221.375000 Penalty: 3097.967041
	Iteration 33Q: 3 clusters Score -1742221 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 11496 members 
Entering Unmasked Estep 
Score: -1742219.375000 Penalty: 3097.967041
	Iteration 34Q: 3 clusters Score -1742219 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 11505 members 
Entering Unmasked Estep 
Score: -1742223.500000 Penalty: 3097.967041
	Iteration 35Q: 3 clusters Score -1742224 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 11514 members 
Entering Unmasked Estep 
Score: -1742225.000000 Penalty: 3097.967041
	Iteration 36Q: 3 clusters Score -1742225 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 11523 members 
Entering Unmasked Estep 
Score: -1742227.750000 Penalty: 3097.967041
	Iteration 37Q: 3 clusters Score -1742228 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 11527 members 
Entering Unmasked Estep 
Score: -1742226.125000 Penalty: 3097.967041
	Iteration 38Q: 3 clusters Score -1742226 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 11530 members 
Entering Unmasked Estep 
Score: -1742229.000000 Penalty: 3097.967041
	Iteration 39Q: 3 clusters Score -1742229 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 11538 members 
Entering Unmasked Estep 
Score: -1742227.750000 Penalty: 3097.967041
	Iteration 40F: 3 clusters Score -1742228 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 11551 members 
Entering Unmasked Estep 
Score: -1742236.375000 Penalty: 3097.967041
	Iteration 41Q: 3 clusters Score -1742236 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 11563 members 
Entering Unmasked Estep 
Score: -1742238.500000 Penalty: 3097.967041
	Iteration 42Q: 3 clusters Score -1742238 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 11576 members 
Entering Unmasked Estep 
Score: -1742237.875000 Penalty: 3097.967041
	Iteration 43Q: 3 clusters Score -1742238 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 11587 members 
Entering Unmasked Estep 
Score: -1742236.625000 Penalty: 3097.967041
	Iteration 44Q: 3 clusters Score -1742237 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 11594 members 
Entering Unmasked Estep 
Score: -1742239.750000 Penalty: 3097.967041
	Iteration 45Q: 3 clusters Score -1742240 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 11601 members 
Entering Unmasked Estep 
Score: -1742240.125000 Penalty: 3097.967041
	Iteration 46Q: 3 clusters Score -1742240 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 11604 members 
Entering Unmasked Estep 
Score: -1742241.500000 Penalty: 3097.967041
	Iteration 47Q: 3 clusters Score -1742242 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 11606 members 
Entering Unmasked Estep 
Score: -1742241.000000 Penalty: 3097.967041
	Iteration 48Q: 3 clusters Score -1742241 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 11609 members 
Entering Unmasked Estep 
Score: -1742243.000000 Penalty: 3097.967041
	Iteration 49Q: 3 clusters Score -1742243 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 11612 members 
Entering Unmasked Estep 
Score: -1742241.500000 Penalty: 3097.967041
	Iteration 50Q: 3 clusters Score -1742242 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 11617 members 
Entering Unmasked Estep 
Score: -1742242.875000 Penalty: 3097.967041
	Iteration 51Q: 3 clusters Score -1742243 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 11627 members 
Entering Unmasked Estep 
Score: -1742239.750000 Penalty: 3097.967041
	Iteration 52Q: 3 clusters Score -1742240 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 11633 members 
Entering Unmasked Estep 
Score: -1742240.875000 Penalty: 3097.967041
	Iteration 53Q: 3 clusters Score -1742241 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 11640 members 
Entering Unmasked Estep 
Score: -1742245.250000 Penalty: 3097.967041
	Iteration 54Q: 3 clusters Score -1742245 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 11643 members 
Entering Unmasked Estep 
Score: -1742247.500000 Penalty: 3097.967041
	Iteration 55Q: 3 clusters Score -1742248 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 11647 members 
Entering Unmasked Estep 
Score: -1742249.375000 Penalty: 3097.967041
	Iteration 56Q: 3 clusters Score -1742249 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 11650 members 
Entering Unmasked Estep 
Score: -1742250.625000 Penalty: 3097.967041
	Iteration 57Q: 3 clusters Score -1742251 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 11652 members 
Entering Unmasked Estep 
Score: -1742249.625000 Penalty: 3097.967041
	Iteration 58Q: 3 clusters Score -1742250 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 11654 members 
Entering Unmasked Estep 
Score: -1742249.375000 Penalty: 3097.967041
	Iteration 59Q: 3 clusters Score -1742249 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 11656 members 
Entering Unmasked Estep 
Score: -1742249.250000 Penalty: 3097.967041
	Iteration 60F: 3 clusters Score -1742249 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 11657 members 
Entering Unmasked Estep 
Score: -1742248.750000 Penalty: 3097.967041
	Iteration 61Q: 3 clusters Score -1742249 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 11659 members 
Entering Unmasked Estep 
Score: -1742251.125000 Penalty: 3097.967041
	Iteration 62Q: 3 clusters Score -1742251 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 11660 members 
Entering Unmasked Estep 
Score: -1742251.125000 Penalty: 3097.967041
	Iteration 63Q: 3 clusters Score -1742251 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 11661 members 
Entering Unmasked Estep 
Score: -1742249.875000 Penalty: 3097.967041
	Iteration 64Q: 3 clusters Score -1742250 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 11661 members 
Entering Unmasked Estep 
Score: -1742249.875000 Penalty: 3097.967041
	Iteration 65F: 3 clusters Score -1742250 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (2399 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Entering Unmasked Estep 
Score: -290331.312500 Penalty: 1264.706177
	Iteration 0F: 2 clusters Score -290331.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -288020.312500 Penalty: 2529.412354
	Iteration 0F: 3 clusters Score -288020.3 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -288623.687500 Penalty: 2529.412354
	Iteration 1F: 3 clusters Score -288623.7 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -288870.937500 Penalty: 2529.412354
	Iteration 2F: 3 clusters Score -288870.9 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -289060.375000 Penalty: 2529.412354
	Iteration 3F: 3 clusters Score -289060.4 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -289211.937500 Penalty: 2529.412354
	Iteration 4F: 3 clusters Score -289211.9 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -289373.343750 Penalty: 2529.412354
	Iteration 5F: 3 clusters Score -289373.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -289476.968750 Penalty: 2529.412354
	Iteration 6Q: 3 clusters Score -289477 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -289555.562500 Penalty: 2529.412354
	Iteration 7Q: 3 clusters Score -289555.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -289611.343750 Penalty: 2529.412354
	Iteration 8Q: 3 clusters Score -289611.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -289638.968750 Penalty: 2529.412354
	Iteration 9Q: 3 clusters Score -289639 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -289657.000000 Penalty: 2529.412354
	Iteration 10Q: 3 clusters Score -289657 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -289682.718750 Penalty: 2529.412354
	Iteration 11Q: 3 clusters Score -289682.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -289695.437500 Penalty: 2529.412354
	Iteration 12Q: 3 clusters Score -289695.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -289701.187500 Penalty: 2529.412354
	Iteration 13Q: 3 clusters Score -289701.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -289707.656250 Penalty: 2529.412354
	Iteration 14Q: 3 clusters Score -289707.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -289708.062500 Penalty: 2529.412354
	Iteration 15Q: 3 clusters Score -289708.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -289709.375000 Penalty: 2529.412354
	Iteration 16Q: 3 clusters Score -289709.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -289710.843750 Penalty: 2529.412354
	Iteration 17Q: 3 clusters Score -289710.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -289713.687500 Penalty: 2529.412354
	Iteration 18Q: 3 clusters Score -289713.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -289713.531250 Penalty: 2529.412354
	Iteration 19Q: 3 clusters Score -289713.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -289714.625000 Penalty: 2529.412354
	Iteration 20F: 3 clusters Score -289714.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -289714.937500 Penalty: 2529.412354
	Iteration 21Q: 3 clusters Score -289714.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -289714.937500 Penalty: 2529.412354
	Iteration 22F: 3 clusters Score -289714.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (11697 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11697 members 
Entering Unmasked Estep 
Score: -1493553.250000 Penalty: 1522.151733
	Iteration 0F: 2 clusters Score -1493553 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5870 members 
Mstep: Class 2 contains 5827 members 
Entering Unmasked Estep 
Score: -1485306.625000 Penalty: 3044.303467
	Iteration 0F: 3 clusters Score -1485307 nChanged 5073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5641 members 
Mstep: Class 2 contains 6056 members 
Entering Unmasked Estep 
Score: -1488077.250000 Penalty: 3044.303467
	Iteration 1F: 3 clusters Score -1488077 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5498 members 
Mstep: Class 2 contains 6199 members 
Entering Unmasked Estep 
Score: -1488353.875000 Penalty: 3044.303467
	Iteration 2F: 3 clusters Score -1488354 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 6338 members 
Entering Unmasked Estep 
Score: -1488568.375000 Penalty: 3044.303467
	Iteration 3Q: 3 clusters Score -1488568 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 6506 members 
Entering Unmasked Estep 
Score: -1488731.000000 Penalty: 3044.303467
	Iteration 4Q: 3 clusters Score -1488731 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 6700 members 
Entering Unmasked Estep 
Score: -1488883.125000 Penalty: 3044.303467
	Iteration 5Q: 3 clusters Score -1488883 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 6961 members 
Entering Unmasked Estep 
Score: -1489031.375000 Penalty: 3044.303467
	Iteration 6Q: 3 clusters Score -1489031 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 7255 members 
Entering Unmasked Estep 
Score: -1489172.750000 Penalty: 3044.303467
	Iteration 7Q: 3 clusters Score -1489173 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 7607 members 
Entering Unmasked Estep 
Score: -1489355.625000 Penalty: 3044.303467
	Iteration 8Q: 3 clusters Score -1489356 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 8043 members 
Entering Unmasked Estep 
Score: -1489581.625000 Penalty: 3044.303467
	Iteration 9Q: 3 clusters Score -1489582 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 8513 members 
Entering Unmasked Estep 
Score: -1489856.375000 Penalty: 3044.303467
	Iteration 10Q: 3 clusters Score -1489856 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 9039 members 
Entering Unmasked Estep 
Score: -1490219.875000 Penalty: 3044.303467
	Iteration 11Q: 3 clusters Score -1490220 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 9619 members 
Entering Unmasked Estep 
Score: -1490685.125000 Penalty: 3044.303467
	Iteration 12F: 3 clusters Score -1490685 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 10147 members 
Entering Unmasked Estep 
Score: -1491150.250000 Penalty: 3044.303467
	Iteration 13Q: 3 clusters Score -1491150 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 10580 members 
Entering Unmasked Estep 
Score: -1491534.250000 Penalty: 3044.303467
	Iteration 14Q: 3 clusters Score -1491534 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 10856 members 
Entering Unmasked Estep 
Score: -1491797.500000 Penalty: 3044.303467
	Iteration 15Q: 3 clusters Score -1491798 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 11045 members 
Entering Unmasked Estep 
Score: -1491973.250000 Penalty: 3044.303467
	Iteration 16Q: 3 clusters Score -1491973 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 11153 members 
Entering Unmasked Estep 
Score: -1492066.000000 Penalty: 3044.303467
	Iteration 17Q: 3 clusters Score -1492066 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 11220 members 
Entering Unmasked Estep 
Score: -1492116.750000 Penalty: 3044.303467
	Iteration 18Q: 3 clusters Score -1492117 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 11256 members 
Entering Unmasked Estep 
Score: -1492153.375000 Penalty: 3044.303467
	Iteration 19Q: 3 clusters Score -1492153 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 11284 members 
Entering Unmasked Estep 
Score: -1492179.375000 Penalty: 3044.303467
	Iteration 20F: 3 clusters Score -1492179 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 11307 members 
Entering Unmasked Estep 
Score: -1492209.375000 Penalty: 3044.303467
	Iteration 21Q: 3 clusters Score -1492209 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 11327 members 
Entering Unmasked Estep 
Score: -1492232.000000 Penalty: 3044.303467
	Iteration 22Q: 3 clusters Score -1492232 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 11344 members 
Entering Unmasked Estep 
Score: -1492247.625000 Penalty: 3044.303467
	Iteration 23Q: 3 clusters Score -1492248 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 11355 members 
Entering Unmasked Estep 
Score: -1492252.500000 Penalty: 3044.303467
	Iteration 24Q: 3 clusters Score -1492252 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 11364 members 
Entering Unmasked Estep 
Score: -1492258.750000 Penalty: 3044.303467
	Iteration 25Q: 3 clusters Score -1492259 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 11369 members 
Entering Unmasked Estep 
Score: -1492262.875000 Penalty: 3044.303467
	Iteration 26Q: 3 clusters Score -1492263 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 11372 members 
Entering Unmasked Estep 
Score: -1492265.625000 Penalty: 3044.303467
	Iteration 27Q: 3 clusters Score -1492266 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 11374 members 
Entering Unmasked Estep 
Score: -1492265.375000 Penalty: 3044.303467
	Iteration 28Q: 3 clusters Score -1492265 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 11376 members 
Entering Unmasked Estep 
Score: -1492267.375000 Penalty: 3044.303467
	Iteration 29Q: 3 clusters Score -1492267 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 11378 members 
Entering Unmasked Estep 
Score: -1492268.000000 Penalty: 3044.303467
	Iteration 30Q: 3 clusters Score -1492268 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 11382 members 
Entering Unmasked Estep 
Score: -1492271.750000 Penalty: 3044.303467
	Iteration 31Q: 3 clusters Score -1492272 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 11383 members 
Entering Unmasked Estep 
Score: -1492274.000000 Penalty: 3044.303467
	Iteration 32Q: 3 clusters Score -1492274 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 11383 members 
Entering Unmasked Estep 
Score: -1492274.000000 Penalty: 3044.303467
	Iteration 33F: 3 clusters Score -1492274 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (3894 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Entering Unmasked Estep 
Score: -407473.406250 Penalty: 1343.418701
	Iteration 0F: 2 clusters Score -407473.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -404276.281250 Penalty: 2686.837402
	Iteration 0F: 3 clusters Score -404276.3 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -405405.781250 Penalty: 2686.837402
	Iteration 1F: 3 clusters Score -405405.8 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -405934.281250 Penalty: 2686.837402
	Iteration 2F: 3 clusters Score -405934.3 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -406388.687500 Penalty: 2686.837402
	Iteration 3F: 3 clusters Score -406388.7 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -406729.687500 Penalty: 2686.837402
	Iteration 4F: 3 clusters Score -406729.7 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -406934.218750 Penalty: 2686.837402
	Iteration 5F: 3 clusters Score -406934.2 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -407056.812500 Penalty: 2686.837402
	Iteration 6Q: 3 clusters Score -407056.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -407140.250000 Penalty: 2686.837402
	Iteration 7Q: 3 clusters Score -407140.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -407188.812500 Penalty: 2686.837402
	Iteration 8Q: 3 clusters Score -407188.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -407223.906250 Penalty: 2686.837402
	Iteration 9Q: 3 clusters Score -407223.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -407255.312500 Penalty: 2686.837402
	Iteration 10Q: 3 clusters Score -407255.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -407277.562500 Penalty: 2686.837402
	Iteration 11Q: 3 clusters Score -407277.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -407292.718750 Penalty: 2686.837402
	Iteration 12Q: 3 clusters Score -407292.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -407307.406250 Penalty: 2686.837402
	Iteration 13Q: 3 clusters Score -407307.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -407325.281250 Penalty: 2686.837402
	Iteration 14Q: 3 clusters Score -407325.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -407346.250000 Penalty: 2686.837402
	Iteration 15Q: 3 clusters Score -407346.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -407361.937500 Penalty: 2686.837402
	Iteration 16Q: 3 clusters Score -407361.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -407373.812500 Penalty: 2686.837402
	Iteration 17Q: 3 clusters Score -407373.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -407388.718750 Penalty: 2686.837402
	Iteration 18Q: 3 clusters Score -407388.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -407395.781250 Penalty: 2686.837402
	Iteration 19Q: 3 clusters Score -407395.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -407402.843750 Penalty: 2686.837402
	Iteration 20F: 3 clusters Score -407402.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -407406.875000 Penalty: 2686.837402
	Iteration 21Q: 3 clusters Score -407406.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -407408.781250 Penalty: 2686.837402
	Iteration 22Q: 3 clusters Score -407408.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -407412.375000 Penalty: 2686.837402
	Iteration 23Q: 3 clusters Score -407412.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -407416.812500 Penalty: 2686.837402
	Iteration 24Q: 3 clusters Score -407416.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -407425.968750 Penalty: 2686.837402
	Iteration 25Q: 3 clusters Score -407426 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -407429.093750 Penalty: 2686.837402
	Iteration 26Q: 3 clusters Score -407429.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -407432.468750 Penalty: 2686.837402
	Iteration 27Q: 3 clusters Score -407432.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -407436.031250 Penalty: 2686.837402
	Iteration 28Q: 3 clusters Score -407436 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -407440.187500 Penalty: 2686.837402
	Iteration 29Q: 3 clusters Score -407440.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -407443.281250 Penalty: 2686.837402
	Iteration 30Q: 3 clusters Score -407443.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -407446.187500 Penalty: 2686.837402
	Iteration 31Q: 3 clusters Score -407446.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -407446.593750 Penalty: 2686.837402
	Iteration 32Q: 3 clusters Score -407446.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -407448.343750 Penalty: 2686.837402
	Iteration 33Q: 3 clusters Score -407448.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -407448.281250 Penalty: 2686.837402
	Iteration 34Q: 3 clusters Score -407448.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -407448.843750 Penalty: 2686.837402
	Iteration 35Q: 3 clusters Score -407448.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -407449.125000 Penalty: 2686.837402
	Iteration 36Q: 3 clusters Score -407449.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -407451.531250 Penalty: 2686.837402
	Iteration 37Q: 3 clusters Score -407451.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -407452.593750 Penalty: 2686.837402
	Iteration 38Q: 3 clusters Score -407452.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -407453.156250 Penalty: 2686.837402
	Iteration 39Q: 3 clusters Score -407453.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -407454.125000 Penalty: 2686.837402
	Iteration 40F: 3 clusters Score -407454.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -407454.687500 Penalty: 2686.837402
	Iteration 41Q: 3 clusters Score -407454.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -407453.500000 Penalty: 2686.837402
	Iteration 42Q: 3 clusters Score -407453.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -407453.500000 Penalty: 2686.837402
	Iteration 43F: 3 clusters Score -407453.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (10194 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10194 members 
Entering Unmasked Estep 
Score: -1192019.375000 Penalty: 1499.802612
	Iteration 0F: 2 clusters Score -1192019 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -1184723.375000 Penalty: 2999.605225
	Iteration 0F: 3 clusters Score -1184723 nChanged 4418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -1187232.750000 Penalty: 2999.605225
	Iteration 1F: 3 clusters Score -1187233 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5431 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -1187666.875000 Penalty: 2999.605225
	Iteration 2F: 3 clusters Score -1187667 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5543 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -1188092.125000 Penalty: 2999.605225
	Iteration 3F: 3 clusters Score -1188092 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5679 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -1188437.250000 Penalty: 2999.605225
	Iteration 4F: 3 clusters Score -1188437 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5815 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -1188728.750000 Penalty: 2999.605225
	Iteration 5F: 3 clusters Score -1188729 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5960 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -1188957.500000 Penalty: 2999.605225
	Iteration 6Q: 3 clusters Score -1188958 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6087 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -1189109.500000 Penalty: 2999.605225
	Iteration 7Q: 3 clusters Score -1189110 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6237 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -1189234.125000 Penalty: 2999.605225
	Iteration 8Q: 3 clusters Score -1189234 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6401 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -1189335.375000 Penalty: 2999.605225
	Iteration 9Q: 3 clusters Score -1189335 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6594 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -1189434.125000 Penalty: 2999.605225
	Iteration 10Q: 3 clusters Score -1189434 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6791 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -1189547.750000 Penalty: 2999.605225
	Iteration 11Q: 3 clusters Score -1189548 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7017 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -1189676.625000 Penalty: 2999.605225
	Iteration 12Q: 3 clusters Score -1189677 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7239 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -1189811.500000 Penalty: 2999.605225
	Iteration 13Q: 3 clusters Score -1189812 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7467 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -1189964.000000 Penalty: 2999.605225
	Iteration 14Q: 3 clusters Score -1189964 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7706 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -1190149.625000 Penalty: 2999.605225
	Iteration 15Q: 3 clusters Score -1190150 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7948 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -1190366.125000 Penalty: 2999.605225
	Iteration 16Q: 3 clusters Score -1190366 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8151 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -1190529.500000 Penalty: 2999.605225
	Iteration 17Q: 3 clusters Score -1190530 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8311 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -1190659.125000 Penalty: 2999.605225
	Iteration 18Q: 3 clusters Score -1190659 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8443 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -1190751.000000 Penalty: 2999.605225
	Iteration 19Q: 3 clusters Score -1190751 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8552 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -1190808.375000 Penalty: 2999.605225
	Iteration 20F: 3 clusters Score -1190808 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8643 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -1190850.125000 Penalty: 2999.605225
	Iteration 21Q: 3 clusters Score -1190850 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8727 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -1190893.000000 Penalty: 2999.605225
	Iteration 22Q: 3 clusters Score -1190893 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8792 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -1190918.750000 Penalty: 2999.605225
	Iteration 23Q: 3 clusters Score -1190919 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8837 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -1190934.875000 Penalty: 2999.605225
	Iteration 24Q: 3 clusters Score -1190935 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8867 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -1190951.750000 Penalty: 2999.605225
	Iteration 25Q: 3 clusters Score -1190952 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8899 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -1190962.375000 Penalty: 2999.605225
	Iteration 26Q: 3 clusters Score -1190962 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8925 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -1190972.750000 Penalty: 2999.605225
	Iteration 27Q: 3 clusters Score -1190973 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8949 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -1190983.375000 Penalty: 2999.605225
	Iteration 28Q: 3 clusters Score -1190983 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8973 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -1190991.125000 Penalty: 2999.605225
	Iteration 29Q: 3 clusters Score -1190991 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8994 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -1191000.250000 Penalty: 2999.605225
	Iteration 30Q: 3 clusters Score -1191000 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9022 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -1191008.875000 Penalty: 2999.605225
	Iteration 31Q: 3 clusters Score -1191009 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9039 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -1191017.625000 Penalty: 2999.605225
	Iteration 32Q: 3 clusters Score -1191018 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9054 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -1191024.500000 Penalty: 2999.605225
	Iteration 33Q: 3 clusters Score -1191024 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9068 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -1191032.000000 Penalty: 2999.605225
	Iteration 34Q: 3 clusters Score -1191032 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9087 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -1191042.250000 Penalty: 2999.605225
	Iteration 35Q: 3 clusters Score -1191042 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9111 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -1191052.125000 Penalty: 2999.605225
	Iteration 36Q: 3 clusters Score -1191052 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9126 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -1191058.000000 Penalty: 2999.605225
	Iteration 37Q: 3 clusters Score -1191058 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9145 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -1191066.750000 Penalty: 2999.605225
	Iteration 38Q: 3 clusters Score -1191067 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9156 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -1191069.625000 Penalty: 2999.605225
	Iteration 39Q: 3 clusters Score -1191070 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9161 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -1191070.125000 Penalty: 2999.605225
	Iteration 40F: 3 clusters Score -1191070 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9170 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -1191074.750000 Penalty: 2999.605225
	Iteration 41Q: 3 clusters Score -1191075 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9178 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -1191074.000000 Penalty: 2999.605225
	Iteration 42Q: 3 clusters Score -1191074 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9182 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -1191076.875000 Penalty: 2999.605225
	Iteration 43Q: 3 clusters Score -1191077 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9184 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -1191078.875000 Penalty: 2999.605225
	Iteration 44Q: 3 clusters Score -1191079 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9186 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -1191076.125000 Penalty: 2999.605225
	Iteration 45Q: 3 clusters Score -1191076 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9186 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -1191076.125000 Penalty: 2999.605225
	Iteration 46F: 3 clusters Score -1191076 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (38181 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38181 members 
Entering Unmasked Estep 
Score: -4835478.500000 Penalty: 1714.390259
	Iteration 0F: 2 clusters Score -4835478 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19075 members 
Mstep: Class 2 contains 19106 members 
Entering Unmasked Estep 
Score: -4809856.500000 Penalty: 3428.780518
	Iteration 0F: 3 clusters Score -4809856 nChanged 17764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19015 members 
Mstep: Class 2 contains 19166 members 
Entering Unmasked Estep 
Score: -4819925.500000 Penalty: 3428.780518
	Iteration 1F: 3 clusters Score -4819926 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19025 members 
Mstep: Class 2 contains 19156 members 
Entering Unmasked Estep 
Score: -4820387.500000 Penalty: 3428.780518
	Iteration 2Q: 3 clusters Score -4820388 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19061 members 
Mstep: Class 2 contains 19120 members 
Entering Unmasked Estep 
Score: -4820888.000000 Penalty: 3428.780518
	Iteration 3Q: 3 clusters Score -4820888 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19094 members 
Mstep: Class 2 contains 19087 members 
Entering Unmasked Estep 
Score: -4821377.000000 Penalty: 3428.780518
	Iteration 4Q: 3 clusters Score -4821377 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19092 members 
Mstep: Class 2 contains 19089 members 
Entering Unmasked Estep 
Score: -4821944.500000 Penalty: 3428.780518
	Iteration 5Q: 3 clusters Score -4821944 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19145 members 
Mstep: Class 2 contains 19036 members 
Entering Unmasked Estep 
Score: -4822565.000000 Penalty: 3428.780518
	Iteration 6Q: 3 clusters Score -4822565 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19233 members 
Mstep: Class 2 contains 18948 members 
Entering Unmasked Estep 
Score: -4823330.000000 Penalty: 3428.780518
	Iteration 7Q: 3 clusters Score -4823330 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19412 members 
Mstep: Class 2 contains 18769 members 
Entering Unmasked Estep 
Score: -4824152.500000 Penalty: 3428.780518
	Iteration 8Q: 3 clusters Score -4824152 nChanged 1782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19646 members 
Mstep: Class 2 contains 18535 members 
Entering Unmasked Estep 
Score: -4825156.500000 Penalty: 3428.780518
	Iteration 9Q: 3 clusters Score -4825156 nChanged 1888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19926 members 
Mstep: Class 2 contains 18255 members 
Entering Unmasked Estep 
Score: -4826346.500000 Penalty: 3428.780518
	Iteration 10Q: 3 clusters Score -4826346 nChanged 1862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20120 members 
Mstep: Class 2 contains 18061 members 
Entering Unmasked Estep 
Score: -4827528.500000 Penalty: 3428.780518
	Iteration 11Q: 3 clusters Score -4827528 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20264 members 
Mstep: Class 2 contains 17917 members 
Entering Unmasked Estep 
Score: -4828478.500000 Penalty: 3428.780518
	Iteration 12Q: 3 clusters Score -4828478 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20360 members 
Mstep: Class 2 contains 17821 members 
Entering Unmasked Estep 
Score: -4829082.500000 Penalty: 3428.780518
	Iteration 13Q: 3 clusters Score -4829082 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20418 members 
Mstep: Class 2 contains 17763 members 
Entering Unmasked Estep 
Score: -4829386.500000 Penalty: 3428.780518
	Iteration 14Q: 3 clusters Score -4829386 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20491 members 
Mstep: Class 2 contains 17690 members 
Entering Unmasked Estep 
Score: -4829602.000000 Penalty: 3428.780518
	Iteration 15Q: 3 clusters Score -4829602 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20575 members 
Mstep: Class 2 contains 17606 members 
Entering Unmasked Estep 
Score: -4829758.000000 Penalty: 3428.780518
	Iteration 16Q: 3 clusters Score -4829758 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20618 members 
Mstep: Class 2 contains 17563 members 
Entering Unmasked Estep 
Score: -4829910.500000 Penalty: 3428.780518
	Iteration 17Q: 3 clusters Score -4829910 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20663 members 
Mstep: Class 2 contains 17518 members 
Entering Unmasked Estep 
Score: -4830079.500000 Penalty: 3428.780518
	Iteration 18Q: 3 clusters Score -4830080 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20718 members 
Mstep: Class 2 contains 17463 members 
Entering Unmasked Estep 
Score: -4830223.000000 Penalty: 3428.780518
	Iteration 19Q: 3 clusters Score -4830223 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20781 members 
Mstep: Class 2 contains 17400 members 
Entering Unmasked Estep 
Score: -4830371.500000 Penalty: 3428.780518
	Iteration 20F: 3 clusters Score -4830372 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20856 members 
Mstep: Class 2 contains 17325 members 
Entering Unmasked Estep 
Score: -4830491.000000 Penalty: 3428.780518
	Iteration 21Q: 3 clusters Score -4830491 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20918 members 
Mstep: Class 2 contains 17263 members 
Entering Unmasked Estep 
Score: -4830595.500000 Penalty: 3428.780518
	Iteration 22Q: 3 clusters Score -4830596 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20957 members 
Mstep: Class 2 contains 17224 members 
Entering Unmasked Estep 
Score: -4830712.000000 Penalty: 3428.780518
	Iteration 23Q: 3 clusters Score -4830712 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21022 members 
Mstep: Class 2 contains 17159 members 
Entering Unmasked Estep 
Score: -4830830.500000 Penalty: 3428.780518
	Iteration 24Q: 3 clusters Score -4830830 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21047 members 
Mstep: Class 2 contains 17134 members 
Entering Unmasked Estep 
Score: -4830947.500000 Penalty: 3428.780518
	Iteration 25Q: 3 clusters Score -4830948 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21083 members 
Mstep: Class 2 contains 17098 members 
Entering Unmasked Estep 
Score: -4831055.000000 Penalty: 3428.780518
	Iteration 26Q: 3 clusters Score -4831055 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21072 members 
Mstep: Class 2 contains 17109 members 
Entering Unmasked Estep 
Score: -4831142.500000 Penalty: 3428.780518
	Iteration 27Q: 3 clusters Score -4831142 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21051 members 
Mstep: Class 2 contains 17130 members 
Entering Unmasked Estep 
Score: -4831251.500000 Penalty: 3428.780518
	Iteration 28Q: 3 clusters Score -4831252 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20986 members 
Mstep: Class 2 contains 17195 members 
Entering Unmasked Estep 
Score: -4831334.500000 Penalty: 3428.780518
	Iteration 29Q: 3 clusters Score -4831334 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20878 members 
Mstep: Class 2 contains 17303 members 
Entering Unmasked Estep 
Score: -4831449.000000 Penalty: 3428.780518
	Iteration 30Q: 3 clusters Score -4831449 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20737 members 
Mstep: Class 2 contains 17444 members 
Entering Unmasked Estep 
Score: -4831632.500000 Penalty: 3428.780518
	Iteration 31Q: 3 clusters Score -4831632 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20532 members 
Mstep: Class 2 contains 17649 members 
Entering Unmasked Estep 
Score: -4831858.000000 Penalty: 3428.780518
	Iteration 32Q: 3 clusters Score -4831858 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20296 members 
Mstep: Class 2 contains 17885 members 
Entering Unmasked Estep 
Score: -4832146.500000 Penalty: 3428.780518
	Iteration 33Q: 3 clusters Score -4832146 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20020 members 
Mstep: Class 2 contains 18161 members 
Entering Unmasked Estep 
Score: -4832441.500000 Penalty: 3428.780518
	Iteration 34Q: 3 clusters Score -4832442 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19730 members 
Mstep: Class 2 contains 18451 members 
Entering Unmasked Estep 
Score: -4832759.500000 Penalty: 3428.780518
	Iteration 35Q: 3 clusters Score -4832760 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19504 members 
Mstep: Class 2 contains 18677 members 
Entering Unmasked Estep 
Score: -4833073.000000 Penalty: 3428.780518
	Iteration 36Q: 3 clusters Score -4833073 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19327 members 
Mstep: Class 2 contains 18854 members 
Entering Unmasked Estep 
Score: -4833303.500000 Penalty: 3428.780518
	Iteration 37Q: 3 clusters Score -4833304 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19203 members 
Mstep: Class 2 contains 18978 members 
Entering Unmasked Estep 
Score: -4833460.500000 Penalty: 3428.780518
	Iteration 38Q: 3 clusters Score -4833460 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19121 members 
Mstep: Class 2 contains 19060 members 
Entering Unmasked Estep 
Score: -4833608.000000 Penalty: 3428.780518
	Iteration 39Q: 3 clusters Score -4833608 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19075 members 
Mstep: Class 2 contains 19106 members 
Entering Unmasked Estep 
Score: -4833783.000000 Penalty: 3428.780518
	Iteration 40F: 3 clusters Score -4833783 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19025 members 
Mstep: Class 2 contains 19156 members 
Entering Unmasked Estep 
Score: -4833892.000000 Penalty: 3428.780518
	Iteration 41Q: 3 clusters Score -4833892 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19044 members 
Mstep: Class 2 contains 19137 members 
Entering Unmasked Estep 
Score: -4834043.000000 Penalty: 3428.780518
	Iteration 42Q: 3 clusters Score -4834043 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19110 members 
Mstep: Class 2 contains 19071 members 
Entering Unmasked Estep 
Score: -4834165.000000 Penalty: 3428.780518
	Iteration 43Q: 3 clusters Score -4834165 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19201 members 
Mstep: Class 2 contains 18980 members 
Entering Unmasked Estep 
Score: -4834240.500000 Penalty: 3428.780518
	Iteration 44Q: 3 clusters Score -4834240 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19321 members 
Mstep: Class 2 contains 18860 members 
Entering Unmasked Estep 
Score: -4834356.500000 Penalty: 3428.780518
	Iteration 45Q: 3 clusters Score -4834356 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19486 members 
Mstep: Class 2 contains 18695 members 
Entering Unmasked Estep 
Score: -4834409.000000 Penalty: 3428.780518
	Iteration 46Q: 3 clusters Score -4834409 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19652 members 
Mstep: Class 2 contains 18529 members 
Entering Unmasked Estep 
Score: -4834476.000000 Penalty: 3428.780518
	Iteration 47Q: 3 clusters Score -4834476 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19842 members 
Mstep: Class 2 contains 18339 members 
Entering Unmasked Estep 
Score: -4834548.500000 Penalty: 3428.780518
	Iteration 48Q: 3 clusters Score -4834548 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20029 members 
Mstep: Class 2 contains 18152 members 
Entering Unmasked Estep 
Score: -4834589.000000 Penalty: 3428.780518
	Iteration 49Q: 3 clusters Score -4834589 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20212 members 
Mstep: Class 2 contains 17969 members 
Entering Unmasked Estep 
Score: -4834629.500000 Penalty: 3428.780518
	Iteration 50Q: 3 clusters Score -4834630 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20413 members 
Mstep: Class 2 contains 17768 members 
Entering Unmasked Estep 
Score: -4834691.000000 Penalty: 3428.780518
	Iteration 51Q: 3 clusters Score -4834691 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20601 members 
Mstep: Class 2 contains 17580 members 
Entering Unmasked Estep 
Score: -4834735.500000 Penalty: 3428.780518
	Iteration 52Q: 3 clusters Score -4834736 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20755 members 
Mstep: Class 2 contains 17426 members 
Entering Unmasked Estep 
Score: -4834764.000000 Penalty: 3428.780518
	Iteration 53Q: 3 clusters Score -4834764 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20888 members 
Mstep: Class 2 contains 17293 members 
Entering Unmasked Estep 
Score: -4834804.000000 Penalty: 3428.780518
	Iteration 54Q: 3 clusters Score -4834804 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21017 members 
Mstep: Class 2 contains 17164 members 
Entering Unmasked Estep 
Score: -4834831.500000 Penalty: 3428.780518
	Iteration 55Q: 3 clusters Score -4834832 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21131 members 
Mstep: Class 2 contains 17050 members 
Entering Unmasked Estep 
Score: -4834846.500000 Penalty: 3428.780518
	Iteration 56Q: 3 clusters Score -4834846 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21234 members 
Mstep: Class 2 contains 16947 members 
Entering Unmasked Estep 
Score: -4834858.500000 Penalty: 3428.780518
	Iteration 57Q: 3 clusters Score -4834858 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21356 members 
Mstep: Class 2 contains 16825 members 
Entering Unmasked Estep 
Score: -4834880.000000 Penalty: 3428.780518
	Iteration 58Q: 3 clusters Score -4834880 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21473 members 
Mstep: Class 2 contains 16708 members 
Entering Unmasked Estep 
Score: -4834906.000000 Penalty: 3428.780518
	Iteration 59Q: 3 clusters Score -4834906 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21593 members 
Mstep: Class 2 contains 16588 members 
Entering Unmasked Estep 
Score: -4834918.500000 Penalty: 3428.780518
	Iteration 60F: 3 clusters Score -4834918 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21697 members 
Mstep: Class 2 contains 16484 members 
Entering Unmasked Estep 
Score: -4834919.500000 Penalty: 3428.780518
	Iteration 61Q: 3 clusters Score -4834920 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21802 members 
Mstep: Class 2 contains 16379 members 
Entering Unmasked Estep 
Score: -4834917.500000 Penalty: 3428.780518
	Iteration 62Q: 3 clusters Score -4834918 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21905 members 
Mstep: Class 2 contains 16276 members 
Entering Unmasked Estep 
Score: -4834922.000000 Penalty: 3428.780518
	Iteration 63Q: 3 clusters Score -4834922 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22019 members 
Mstep: Class 2 contains 16162 members 
Entering Unmasked Estep 
Score: -4834941.500000 Penalty: 3428.780518
	Iteration 64Q: 3 clusters Score -4834942 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22118 members 
Mstep: Class 2 contains 16063 members 
Entering Unmasked Estep 
Score: -4834970.500000 Penalty: 3428.780518
	Iteration 65Q: 3 clusters Score -4834970 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22219 members 
Mstep: Class 2 contains 15962 members 
Entering Unmasked Estep 
Score: -4834981.500000 Penalty: 3428.780518
	Iteration 66Q: 3 clusters Score -4834982 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22331 members 
Mstep: Class 2 contains 15850 members 
Entering Unmasked Estep 
Score: -4835009.500000 Penalty: 3428.780518
	Iteration 67Q: 3 clusters Score -4835010 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22433 members 
Mstep: Class 2 contains 15748 members 
Entering Unmasked Estep 
Score: -4835002.000000 Penalty: 3428.780518
	Iteration 68Q: 3 clusters Score -4835002 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22528 members 
Mstep: Class 2 contains 15653 members 
Entering Unmasked Estep 
Score: -4835005.500000 Penalty: 3428.780518
	Iteration 69Q: 3 clusters Score -4835006 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22618 members 
Mstep: Class 2 contains 15563 members 
Entering Unmasked Estep 
Score: -4835027.500000 Penalty: 3428.780518
	Iteration 70Q: 3 clusters Score -4835028 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22696 members 
Mstep: Class 2 contains 15485 members 
Entering Unmasked Estep 
Score: -4835029.000000 Penalty: 3428.780518
	Iteration 71Q: 3 clusters Score -4835029 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22777 members 
Mstep: Class 2 contains 15404 members 
Entering Unmasked Estep 
Score: -4835027.500000 Penalty: 3428.780518
	Iteration 72Q: 3 clusters Score -4835028 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22863 members 
Mstep: Class 2 contains 15318 members 
Entering Unmasked Estep 
Score: -4835038.500000 Penalty: 3428.780518
	Iteration 73Q: 3 clusters Score -4835038 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22938 members 
Mstep: Class 2 contains 15243 members 
Entering Unmasked Estep 
Score: -4835037.000000 Penalty: 3428.780518
	Iteration 74Q: 3 clusters Score -4835037 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23017 members 
Mstep: Class 2 contains 15164 members 
Entering Unmasked Estep 
Score: -4835038.000000 Penalty: 3428.780518
	Iteration 75Q: 3 clusters Score -4835038 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23100 members 
Mstep: Class 2 contains 15081 members 
Entering Unmasked Estep 
Score: -4835059.500000 Penalty: 3428.780518
	Iteration 76Q: 3 clusters Score -4835060 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23190 members 
Mstep: Class 2 contains 14991 members 
Entering Unmasked Estep 
Score: -4835089.500000 Penalty: 3428.780518
	Iteration 77Q: 3 clusters Score -4835090 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23273 members 
Mstep: Class 2 contains 14908 members 
Entering Unmasked Estep 
Score: -4835082.000000 Penalty: 3428.780518
	Iteration 78Q: 3 clusters Score -4835082 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23341 members 
Mstep: Class 2 contains 14840 members 
Entering Unmasked Estep 
Score: -4835080.000000 Penalty: 3428.780518
	Iteration 79Q: 3 clusters Score -4835080 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23412 members 
Mstep: Class 2 contains 14769 members 
Entering Unmasked Estep 
Score: -4835073.500000 Penalty: 3428.780518
	Iteration 80F: 3 clusters Score -4835074 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23466 members 
Mstep: Class 2 contains 14715 members 
Entering Unmasked Estep 
Score: -4835079.000000 Penalty: 3428.780518
	Iteration 81Q: 3 clusters Score -4835079 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23532 members 
Mstep: Class 2 contains 14649 members 
Entering Unmasked Estep 
Score: -4835086.500000 Penalty: 3428.780518
	Iteration 82Q: 3 clusters Score -4835086 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23589 members 
Mstep: Class 2 contains 14592 members 
Entering Unmasked Estep 
Score: -4835096.000000 Penalty: 3428.780518
	Iteration 83Q: 3 clusters Score -4835096 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23649 members 
Mstep: Class 2 contains 14532 members 
Entering Unmasked Estep 
Score: -4835094.500000 Penalty: 3428.780518
	Iteration 84Q: 3 clusters Score -4835094 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23715 members 
Mstep: Class 2 contains 14466 members 
Entering Unmasked Estep 
Score: -4835097.500000 Penalty: 3428.780518
	Iteration 85Q: 3 clusters Score -4835098 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23787 members 
Mstep: Class 2 contains 14394 members 
Entering Unmasked Estep 
Score: -4835098.000000 Penalty: 3428.780518
	Iteration 86Q: 3 clusters Score -4835098 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23834 members 
Mstep: Class 2 contains 14347 members 
Entering Unmasked Estep 
Score: -4835112.000000 Penalty: 3428.780518
	Iteration 87Q: 3 clusters Score -4835112 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23881 members 
Mstep: Class 2 contains 14300 members 
Entering Unmasked Estep 
Score: -4835114.500000 Penalty: 3428.780518
	Iteration 88Q: 3 clusters Score -4835114 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23924 members 
Mstep: Class 2 contains 14257 members 
Entering Unmasked Estep 
Score: -4835115.000000 Penalty: 3428.780518
	Iteration 89Q: 3 clusters Score -4835115 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23963 members 
Mstep: Class 2 contains 14218 members 
Entering Unmasked Estep 
Score: -4835112.000000 Penalty: 3428.780518
	Iteration 90Q: 3 clusters Score -4835112 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24009 members 
Mstep: Class 2 contains 14172 members 
Entering Unmasked Estep 
Score: -4835121.500000 Penalty: 3428.780518
	Iteration 91Q: 3 clusters Score -4835122 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24060 members 
Mstep: Class 2 contains 14121 members 
Entering Unmasked Estep 
Score: -4835117.000000 Penalty: 3428.780518
	Iteration 92Q: 3 clusters Score -4835117 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24109 members 
Mstep: Class 2 contains 14072 members 
Entering Unmasked Estep 
Score: -4835119.000000 Penalty: 3428.780518
	Iteration 93Q: 3 clusters Score -4835119 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24149 members 
Mstep: Class 2 contains 14032 members 
Entering Unmasked Estep 
Score: -4835113.000000 Penalty: 3428.780518
	Iteration 94Q: 3 clusters Score -4835113 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24178 members 
Mstep: Class 2 contains 14003 members 
Entering Unmasked Estep 
Score: -4835114.500000 Penalty: 3428.780518
	Iteration 95Q: 3 clusters Score -4835114 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24204 members 
Mstep: Class 2 contains 13977 members 
Entering Unmasked Estep 
Score: -4835114.500000 Penalty: 3428.780518
	Iteration 96Q: 3 clusters Score -4835114 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24236 members 
Mstep: Class 2 contains 13945 members 
Entering Unmasked Estep 
Score: -4835121.500000 Penalty: 3428.780518
	Iteration 97Q: 3 clusters Score -4835122 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24259 members 
Mstep: Class 2 contains 13922 members 
Entering Unmasked Estep 
Score: -4835125.000000 Penalty: 3428.780518
	Iteration 98Q: 3 clusters Score -4835125 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24275 members 
Mstep: Class 2 contains 13906 members 
Entering Unmasked Estep 
Score: -4835118.500000 Penalty: 3428.780518
	Iteration 99Q: 3 clusters Score -4835118 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24284 members 
Mstep: Class 2 contains 13897 members 
Entering Unmasked Estep 
Score: -4835123.000000 Penalty: 3428.780518
	Iteration 100F: 3 clusters Score -4835123 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24294 members 
Mstep: Class 2 contains 13887 members 
Entering Unmasked Estep 
Score: -4835120.500000 Penalty: 3428.780518
	Iteration 101Q: 3 clusters Score -4835120 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24303 members 
Mstep: Class 2 contains 13878 members 
Entering Unmasked Estep 
Score: -4835121.500000 Penalty: 3428.780518
	Iteration 102Q: 3 clusters Score -4835122 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24310 members 
Mstep: Class 2 contains 13871 members 
Entering Unmasked Estep 
Score: -4835124.000000 Penalty: 3428.780518
	Iteration 103Q: 3 clusters Score -4835124 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24316 members 
Mstep: Class 2 contains 13865 members 
Entering Unmasked Estep 
Score: -4835127.000000 Penalty: 3428.780518
	Iteration 104Q: 3 clusters Score -4835127 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24320 members 
Mstep: Class 2 contains 13861 members 
Entering Unmasked Estep 
Score: -4835125.000000 Penalty: 3428.780518
	Iteration 105Q: 3 clusters Score -4835125 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24322 members 
Mstep: Class 2 contains 13859 members 
Entering Unmasked Estep 
Score: -4835131.000000 Penalty: 3428.780518
	Iteration 106Q: 3 clusters Score -4835131 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24323 members 
Mstep: Class 2 contains 13858 members 
Entering Unmasked Estep 
Score: -4835130.500000 Penalty: 3428.780518
	Iteration 107Q: 3 clusters Score -4835130 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24323 members 
Mstep: Class 2 contains 13858 members 
Entering Unmasked Estep 
Score: -4835130.500000 Penalty: 3428.780518
	Iteration 108F: 3 clusters Score -4835130 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (18664 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18664 members 
Entering Unmasked Estep 
Score: -2177622.500000 Penalty: 1598.082153
	Iteration 0F: 2 clusters Score -2177622 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9147 members 
Mstep: Class 2 contains 9517 members 
Entering Unmasked Estep 
Score: -2164980.500000 Penalty: 3196.164307
	Iteration 0F: 3 clusters Score -2164980 nChanged 8453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8248 members 
Mstep: Class 2 contains 10416 members 
Entering Unmasked Estep 
Score: -2169685.000000 Penalty: 3196.164307
	Iteration 1F: 3 clusters Score -2169685 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7620 members 
Mstep: Class 2 contains 11044 members 
Entering Unmasked Estep 
Score: -2170387.000000 Penalty: 3196.164307
	Iteration 2F: 3 clusters Score -2170387 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6788 members 
Mstep: Class 2 contains 11876 members 
Entering Unmasked Estep 
Score: -2171234.750000 Penalty: 3196.164307
	Iteration 3F: 3 clusters Score -2171235 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5822 members 
Mstep: Class 2 contains 12842 members 
Entering Unmasked Estep 
Score: -2172116.500000 Penalty: 3196.164307
	Iteration 4F: 3 clusters Score -2172116 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 13891 members 
Entering Unmasked Estep 
Score: -2173067.750000 Penalty: 3196.164307
	Iteration 5F: 3 clusters Score -2173068 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 14930 members 
Entering Unmasked Estep 
Score: -2174008.750000 Penalty: 3196.164307
	Iteration 6F: 3 clusters Score -2174009 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 15837 members 
Entering Unmasked Estep 
Score: -2174800.000000 Penalty: 3196.164307
	Iteration 7F: 3 clusters Score -2174800 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 16522 members 
Entering Unmasked Estep 
Score: -2175337.500000 Penalty: 3196.164307
	Iteration 8Q: 3 clusters Score -2175338 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 16991 members 
Entering Unmasked Estep 
Score: -2175702.750000 Penalty: 3196.164307
	Iteration 9Q: 3 clusters Score -2175703 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 17306 members 
Entering Unmasked Estep 
Score: -2175934.250000 Penalty: 3196.164307
	Iteration 10Q: 3 clusters Score -2175934 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 17512 members 
Entering Unmasked Estep 
Score: -2176094.500000 Penalty: 3196.164307
	Iteration 11Q: 3 clusters Score -2176094 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 17656 members 
Entering Unmasked Estep 
Score: -2176202.000000 Penalty: 3196.164307
	Iteration 12Q: 3 clusters Score -2176202 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 17756 members 
Entering Unmasked Estep 
Score: -2176269.750000 Penalty: 3196.164307
	Iteration 13Q: 3 clusters Score -2176270 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 17819 members 
Entering Unmasked Estep 
Score: -2176312.500000 Penalty: 3196.164307
	Iteration 14Q: 3 clusters Score -2176312 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 17875 members 
Entering Unmasked Estep 
Score: -2176346.500000 Penalty: 3196.164307
	Iteration 15Q: 3 clusters Score -2176346 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 17911 members 
Entering Unmasked Estep 
Score: -2176361.750000 Penalty: 3196.164307
	Iteration 16Q: 3 clusters Score -2176362 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 17942 members 
Entering Unmasked Estep 
Score: -2176386.250000 Penalty: 3196.164307
	Iteration 17Q: 3 clusters Score -2176386 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 17959 members 
Entering Unmasked Estep 
Score: -2176406.250000 Penalty: 3196.164307
	Iteration 18Q: 3 clusters Score -2176406 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 17980 members 
Entering Unmasked Estep 
Score: -2176422.750000 Penalty: 3196.164307
	Iteration 19Q: 3 clusters Score -2176423 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 17993 members 
Entering Unmasked Estep 
Score: -2176430.750000 Penalty: 3196.164307
	Iteration 20F: 3 clusters Score -2176431 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 18005 members 
Entering Unmasked Estep 
Score: -2176439.000000 Penalty: 3196.164307
	Iteration 21Q: 3 clusters Score -2176439 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 18012 members 
Entering Unmasked Estep 
Score: -2176443.750000 Penalty: 3196.164307
	Iteration 22Q: 3 clusters Score -2176444 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 18023 members 
Entering Unmasked Estep 
Score: -2176456.500000 Penalty: 3196.164307
	Iteration 23Q: 3 clusters Score -2176456 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 18035 members 
Entering Unmasked Estep 
Score: -2176461.000000 Penalty: 3196.164307
	Iteration 24Q: 3 clusters Score -2176461 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 18039 members 
Entering Unmasked Estep 
Score: -2176464.500000 Penalty: 3196.164307
	Iteration 25Q: 3 clusters Score -2176464 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 18043 members 
Entering Unmasked Estep 
Score: -2176466.500000 Penalty: 3196.164307
	Iteration 26Q: 3 clusters Score -2176466 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 18045 members 
Entering Unmasked Estep 
Score: -2176468.500000 Penalty: 3196.164307
	Iteration 27Q: 3 clusters Score -2176468 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 18045 members 
Entering Unmasked Estep 
Score: -2176467.500000 Penalty: 3196.164307
	Iteration 28Q: 3 clusters Score -2176468 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 18043 members 
Entering Unmasked Estep 
Score: -2176469.500000 Penalty: 3196.164307
	Iteration 29Q: 3 clusters Score -2176470 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 18042 members 
Entering Unmasked Estep 
Score: -2176469.500000 Penalty: 3196.164307
	Iteration 30Q: 3 clusters Score -2176470 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 18044 members 
Entering Unmasked Estep 
Score: -2176469.250000 Penalty: 3196.164307
	Iteration 31Q: 3 clusters Score -2176469 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 18044 members 
Entering Unmasked Estep 
Score: -2176469.250000 Penalty: 3196.164307
	Iteration 32F: 3 clusters Score -2176469 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (1395 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Entering Unmasked Estep 
Score: -167290.343750 Penalty: 1176.605591
	Iteration 0F: 2 clusters Score -167290.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -165627.281250 Penalty: 2353.211182
	Iteration 0F: 3 clusters Score -165627.3 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -166017.109375 Penalty: 2353.211182
	Iteration 1F: 3 clusters Score -166017.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -166174.765625 Penalty: 2353.211182
	Iteration 2F: 3 clusters Score -166174.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -166295.343750 Penalty: 2353.211182
	Iteration 3F: 3 clusters Score -166295.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -166405.812500 Penalty: 2353.211182
	Iteration 4F: 3 clusters Score -166405.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -166514.062500 Penalty: 2353.211182
	Iteration 5Q: 3 clusters Score -166514.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -166604.281250 Penalty: 2353.211182
	Iteration 6Q: 3 clusters Score -166604.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -166666.531250 Penalty: 2353.211182
	Iteration 7Q: 3 clusters Score -166666.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -166710.500000 Penalty: 2353.211182
	Iteration 8Q: 3 clusters Score -166710.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -166760.187500 Penalty: 2353.211182
	Iteration 9Q: 3 clusters Score -166760.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -166801.703125 Penalty: 2353.211182
	Iteration 10Q: 3 clusters Score -166801.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -166830.984375 Penalty: 2353.211182
	Iteration 11Q: 3 clusters Score -166831 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -166876.125000 Penalty: 2353.211182
	Iteration 12Q: 3 clusters Score -166876.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -166922.593750 Penalty: 2353.211182
	Iteration 13Q: 3 clusters Score -166922.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -166970.578125 Penalty: 2353.211182
	Iteration 14Q: 3 clusters Score -166970.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -167027.937500 Penalty: 2353.211182
	Iteration 15Q: 3 clusters Score -167027.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -167115.234375 Penalty: 2353.211182
	Iteration 16Q: 3 clusters Score -167115.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -167191.562500 Penalty: 2353.211182
	Iteration 17Q: 3 clusters Score -167191.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -167214.718750 Penalty: 2353.211182
	Iteration 18Q: 3 clusters Score -167214.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -167224.687500 Penalty: 2353.211182
	Iteration 19Q: 3 clusters Score -167224.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -167229.203125 Penalty: 2353.211182
	Iteration 20F: 3 clusters Score -167229.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -167231.171875 Penalty: 2353.211182
	Iteration 21Q: 3 clusters Score -167231.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -167231.625000 Penalty: 2353.211182
	Iteration 22Q: 3 clusters Score -167231.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -167234.843750 Penalty: 2353.211182
	Iteration 23Q: 3 clusters Score -167234.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -167234.843750 Penalty: 2353.211182
	Iteration 24F: 3 clusters Score -167234.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (24676 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24676 members 
Entering Unmasked Estep 
Score: -3116741.250000 Penalty: 1643.457764
	Iteration 0F: 2 clusters Score -3116741 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12373 members 
Mstep: Class 2 contains 12303 members 
Entering Unmasked Estep 
Score: -3100029.000000 Penalty: 3286.915527
	Iteration 0F: 3 clusters Score -3100029 nChanged 11268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12433 members 
Mstep: Class 2 contains 12243 members 
Entering Unmasked Estep 
Score: -3106228.500000 Penalty: 3286.915527
	Iteration 1F: 3 clusters Score -3106228 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12435 members 
Mstep: Class 2 contains 12241 members 
Entering Unmasked Estep 
Score: -3106557.250000 Penalty: 3286.915527
	Iteration 2Q: 3 clusters Score -3106557 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12432 members 
Mstep: Class 2 contains 12244 members 
Entering Unmasked Estep 
Score: -3106873.250000 Penalty: 3286.915527
	Iteration 3Q: 3 clusters Score -3106873 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12441 members 
Mstep: Class 2 contains 12235 members 
Entering Unmasked Estep 
Score: -3107201.250000 Penalty: 3286.915527
	Iteration 4Q: 3 clusters Score -3107201 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12442 members 
Mstep: Class 2 contains 12234 members 
Entering Unmasked Estep 
Score: -3107505.500000 Penalty: 3286.915527
	Iteration 5Q: 3 clusters Score -3107506 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12412 members 
Mstep: Class 2 contains 12264 members 
Entering Unmasked Estep 
Score: -3107841.250000 Penalty: 3286.915527
	Iteration 6Q: 3 clusters Score -3107841 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12364 members 
Mstep: Class 2 contains 12312 members 
Entering Unmasked Estep 
Score: -3108172.500000 Penalty: 3286.915527
	Iteration 7Q: 3 clusters Score -3108172 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12360 members 
Mstep: Class 2 contains 12316 members 
Entering Unmasked Estep 
Score: -3108528.000000 Penalty: 3286.915527
	Iteration 8Q: 3 clusters Score -3108528 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12367 members 
Mstep: Class 2 contains 12309 members 
Entering Unmasked Estep 
Score: -3108936.000000 Penalty: 3286.915527
	Iteration 9Q: 3 clusters Score -3108936 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12466 members 
Mstep: Class 2 contains 12210 members 
Entering Unmasked Estep 
Score: -3109411.250000 Penalty: 3286.915527
	Iteration 10Q: 3 clusters Score -3109411 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12643 members 
Mstep: Class 2 contains 12033 members 
Entering Unmasked Estep 
Score: -3109948.500000 Penalty: 3286.915527
	Iteration 11Q: 3 clusters Score -3109948 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12871 members 
Mstep: Class 2 contains 11805 members 
Entering Unmasked Estep 
Score: -3110510.000000 Penalty: 3286.915527
	Iteration 12Q: 3 clusters Score -3110510 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13135 members 
Mstep: Class 2 contains 11541 members 
Entering Unmasked Estep 
Score: -3111042.500000 Penalty: 3286.915527
	Iteration 13Q: 3 clusters Score -3111042 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13397 members 
Mstep: Class 2 contains 11279 members 
Entering Unmasked Estep 
Score: -3111483.250000 Penalty: 3286.915527
	Iteration 14Q: 3 clusters Score -3111483 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13704 members 
Mstep: Class 2 contains 10972 members 
Entering Unmasked Estep 
Score: -3111865.750000 Penalty: 3286.915527
	Iteration 15Q: 3 clusters Score -3111866 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14024 members 
Mstep: Class 2 contains 10652 members 
Entering Unmasked Estep 
Score: -3112161.500000 Penalty: 3286.915527
	Iteration 16Q: 3 clusters Score -3112162 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14343 members 
Mstep: Class 2 contains 10333 members 
Entering Unmasked Estep 
Score: -3112414.500000 Penalty: 3286.915527
	Iteration 17Q: 3 clusters Score -3112414 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14638 members 
Mstep: Class 2 contains 10038 members 
Entering Unmasked Estep 
Score: -3112615.500000 Penalty: 3286.915527
	Iteration 18Q: 3 clusters Score -3112616 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14913 members 
Mstep: Class 2 contains 9763 members 
Entering Unmasked Estep 
Score: -3112786.250000 Penalty: 3286.915527
	Iteration 19Q: 3 clusters Score -3112786 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15195 members 
Mstep: Class 2 contains 9481 members 
Entering Unmasked Estep 
Score: -3112954.750000 Penalty: 3286.915527
	Iteration 20F: 3 clusters Score -3112955 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15490 members 
Mstep: Class 2 contains 9186 members 
Entering Unmasked Estep 
Score: -3113147.250000 Penalty: 3286.915527
	Iteration 21Q: 3 clusters Score -3113147 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15758 members 
Mstep: Class 2 contains 8918 members 
Entering Unmasked Estep 
Score: -3113286.250000 Penalty: 3286.915527
	Iteration 22Q: 3 clusters Score -3113286 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16016 members 
Mstep: Class 2 contains 8660 members 
Entering Unmasked Estep 
Score: -3113425.500000 Penalty: 3286.915527
	Iteration 23Q: 3 clusters Score -3113426 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16275 members 
Mstep: Class 2 contains 8401 members 
Entering Unmasked Estep 
Score: -3113536.500000 Penalty: 3286.915527
	Iteration 24Q: 3 clusters Score -3113536 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16511 members 
Mstep: Class 2 contains 8165 members 
Entering Unmasked Estep 
Score: -3113619.000000 Penalty: 3286.915527
	Iteration 25Q: 3 clusters Score -3113619 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16692 members 
Mstep: Class 2 contains 7984 members 
Entering Unmasked Estep 
Score: -3113666.250000 Penalty: 3286.915527
	Iteration 26Q: 3 clusters Score -3113666 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16883 members 
Mstep: Class 2 contains 7793 members 
Entering Unmasked Estep 
Score: -3113722.750000 Penalty: 3286.915527
	Iteration 27Q: 3 clusters Score -3113723 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17054 members 
Mstep: Class 2 contains 7622 members 
Entering Unmasked Estep 
Score: -3113767.250000 Penalty: 3286.915527
	Iteration 28Q: 3 clusters Score -3113767 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17230 members 
Mstep: Class 2 contains 7446 members 
Entering Unmasked Estep 
Score: -3113800.500000 Penalty: 3286.915527
	Iteration 29Q: 3 clusters Score -3113800 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17401 members 
Mstep: Class 2 contains 7275 members 
Entering Unmasked Estep 
Score: -3113850.000000 Penalty: 3286.915527
	Iteration 30Q: 3 clusters Score -3113850 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17539 members 
Mstep: Class 2 contains 7137 members 
Entering Unmasked Estep 
Score: -3113885.000000 Penalty: 3286.915527
	Iteration 31Q: 3 clusters Score -3113885 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17693 members 
Mstep: Class 2 contains 6983 members 
Entering Unmasked Estep 
Score: -3113904.500000 Penalty: 3286.915527
	Iteration 32Q: 3 clusters Score -3113904 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17833 members 
Mstep: Class 2 contains 6843 members 
Entering Unmasked Estep 
Score: -3113926.750000 Penalty: 3286.915527
	Iteration 33Q: 3 clusters Score -3113927 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17969 members 
Mstep: Class 2 contains 6707 members 
Entering Unmasked Estep 
Score: -3113960.750000 Penalty: 3286.915527
	Iteration 34Q: 3 clusters Score -3113961 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18115 members 
Mstep: Class 2 contains 6561 members 
Entering Unmasked Estep 
Score: -3113978.500000 Penalty: 3286.915527
	Iteration 35Q: 3 clusters Score -3113978 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18272 members 
Mstep: Class 2 contains 6404 members 
Entering Unmasked Estep 
Score: -3114000.750000 Penalty: 3286.915527
	Iteration 36Q: 3 clusters Score -3114001 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18452 members 
Mstep: Class 2 contains 6224 members 
Entering Unmasked Estep 
Score: -3114048.250000 Penalty: 3286.915527
	Iteration 37Q: 3 clusters Score -3114048 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18648 members 
Mstep: Class 2 contains 6028 members 
Entering Unmasked Estep 
Score: -3114101.250000 Penalty: 3286.915527
	Iteration 38Q: 3 clusters Score -3114101 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18849 members 
Mstep: Class 2 contains 5827 members 
Entering Unmasked Estep 
Score: -3114144.250000 Penalty: 3286.915527
	Iteration 39Q: 3 clusters Score -3114144 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19026 members 
Mstep: Class 2 contains 5650 members 
Entering Unmasked Estep 
Score: -3114173.250000 Penalty: 3286.915527
	Iteration 40F: 3 clusters Score -3114173 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19198 members 
Mstep: Class 2 contains 5478 members 
Entering Unmasked Estep 
Score: -3114220.500000 Penalty: 3286.915527
	Iteration 41Q: 3 clusters Score -3114220 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19365 members 
Mstep: Class 2 contains 5311 members 
Entering Unmasked Estep 
Score: -3114262.750000 Penalty: 3286.915527
	Iteration 42Q: 3 clusters Score -3114263 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19555 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -3114312.250000 Penalty: 3286.915527
	Iteration 43Q: 3 clusters Score -3114312 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19724 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -3114362.000000 Penalty: 3286.915527
	Iteration 44Q: 3 clusters Score -3114362 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19908 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -3114409.000000 Penalty: 3286.915527
	Iteration 45Q: 3 clusters Score -3114409 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20106 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -3114467.500000 Penalty: 3286.915527
	Iteration 46Q: 3 clusters Score -3114468 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20305 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -3114540.000000 Penalty: 3286.915527
	Iteration 47Q: 3 clusters Score -3114540 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20492 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -3114600.250000 Penalty: 3286.915527
	Iteration 48Q: 3 clusters Score -3114600 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20692 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -3114647.750000 Penalty: 3286.915527
	Iteration 49Q: 3 clusters Score -3114648 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20886 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -3114704.000000 Penalty: 3286.915527
	Iteration 50Q: 3 clusters Score -3114704 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21064 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -3114754.250000 Penalty: 3286.915527
	Iteration 51Q: 3 clusters Score -3114754 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21237 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -3114824.250000 Penalty: 3286.915527
	Iteration 52Q: 3 clusters Score -3114824 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21422 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -3114879.250000 Penalty: 3286.915527
	Iteration 53Q: 3 clusters Score -3114879 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21600 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -3114944.500000 Penalty: 3286.915527
	Iteration 54Q: 3 clusters Score -3114944 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21766 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -3115012.750000 Penalty: 3286.915527
	Iteration 55Q: 3 clusters Score -3115013 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21935 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -3115078.000000 Penalty: 3286.915527
	Iteration 56Q: 3 clusters Score -3115078 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22102 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -3115124.750000 Penalty: 3286.915527
	Iteration 57Q: 3 clusters Score -3115125 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22245 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -3115172.250000 Penalty: 3286.915527
	Iteration 58Q: 3 clusters Score -3115172 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22380 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -3115214.750000 Penalty: 3286.915527
	Iteration 59Q: 3 clusters Score -3115215 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22504 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -3115271.000000 Penalty: 3286.915527
	Iteration 60F: 3 clusters Score -3115271 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22609 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -3115305.000000 Penalty: 3286.915527
	Iteration 61Q: 3 clusters Score -3115305 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22702 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -3115340.000000 Penalty: 3286.915527
	Iteration 62Q: 3 clusters Score -3115340 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22775 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -3115360.500000 Penalty: 3286.915527
	Iteration 63Q: 3 clusters Score -3115360 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22838 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -3115376.750000 Penalty: 3286.915527
	Iteration 64Q: 3 clusters Score -3115377 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22893 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -3115384.750000 Penalty: 3286.915527
	Iteration 65Q: 3 clusters Score -3115385 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22934 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -3115400.000000 Penalty: 3286.915527
	Iteration 66Q: 3 clusters Score -3115400 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22959 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -3115401.750000 Penalty: 3286.915527
	Iteration 67Q: 3 clusters Score -3115402 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22979 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -3115404.500000 Penalty: 3286.915527
	Iteration 68Q: 3 clusters Score -3115404 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23003 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -3115419.000000 Penalty: 3286.915527
	Iteration 69Q: 3 clusters Score -3115419 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23023 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -3115419.750000 Penalty: 3286.915527
	Iteration 70Q: 3 clusters Score -3115420 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23042 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -3115415.750000 Penalty: 3286.915527
	Iteration 71Q: 3 clusters Score -3115416 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23056 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -3115422.250000 Penalty: 3286.915527
	Iteration 72Q: 3 clusters Score -3115422 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23070 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -3115419.750000 Penalty: 3286.915527
	Iteration 73Q: 3 clusters Score -3115420 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23082 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -3115426.750000 Penalty: 3286.915527
	Iteration 74Q: 3 clusters Score -3115427 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23089 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -3115426.500000 Penalty: 3286.915527
	Iteration 75Q: 3 clusters Score -3115426 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23098 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -3115430.750000 Penalty: 3286.915527
	Iteration 76Q: 3 clusters Score -3115431 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23108 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -3115432.500000 Penalty: 3286.915527
	Iteration 77Q: 3 clusters Score -3115432 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23114 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -3115433.000000 Penalty: 3286.915527
	Iteration 78Q: 3 clusters Score -3115433 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23118 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -3115437.500000 Penalty: 3286.915527
	Iteration 79Q: 3 clusters Score -3115438 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23122 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -3115433.750000 Penalty: 3286.915527
	Iteration 80F: 3 clusters Score -3115434 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23124 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -3115434.250000 Penalty: 3286.915527
	Iteration 81Q: 3 clusters Score -3115434 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23127 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -3115437.250000 Penalty: 3286.915527
	Iteration 82Q: 3 clusters Score -3115437 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23131 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -3115435.750000 Penalty: 3286.915527
	Iteration 83Q: 3 clusters Score -3115436 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23138 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -3115439.250000 Penalty: 3286.915527
	Iteration 84Q: 3 clusters Score -3115439 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23141 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -3115442.000000 Penalty: 3286.915527
	Iteration 85Q: 3 clusters Score -3115442 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23155 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -3115446.250000 Penalty: 3286.915527
	Iteration 86Q: 3 clusters Score -3115446 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23178 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -3115452.000000 Penalty: 3286.915527
	Iteration 87Q: 3 clusters Score -3115452 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23195 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -3115466.500000 Penalty: 3286.915527
	Iteration 88Q: 3 clusters Score -3115466 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23216 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -3115472.500000 Penalty: 3286.915527
	Iteration 89Q: 3 clusters Score -3115472 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23235 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -3115471.000000 Penalty: 3286.915527
	Iteration 90Q: 3 clusters Score -3115471 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23258 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -3115474.250000 Penalty: 3286.915527
	Iteration 91Q: 3 clusters Score -3115474 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23277 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -3115486.250000 Penalty: 3286.915527
	Iteration 92Q: 3 clusters Score -3115486 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23292 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -3115486.250000 Penalty: 3286.915527
	Iteration 93Q: 3 clusters Score -3115486 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23306 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -3115488.750000 Penalty: 3286.915527
	Iteration 94Q: 3 clusters Score -3115489 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23321 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -3115494.250000 Penalty: 3286.915527
	Iteration 95Q: 3 clusters Score -3115494 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23336 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -3115499.500000 Penalty: 3286.915527
	Iteration 96Q: 3 clusters Score -3115500 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23348 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -3115504.000000 Penalty: 3286.915527
	Iteration 97Q: 3 clusters Score -3115504 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23354 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -3115508.500000 Penalty: 3286.915527
	Iteration 98Q: 3 clusters Score -3115508 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23358 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -3115505.250000 Penalty: 3286.915527
	Iteration 99Q: 3 clusters Score -3115505 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23363 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -3115508.250000 Penalty: 3286.915527
	Iteration 100F: 3 clusters Score -3115508 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23366 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -3115510.250000 Penalty: 3286.915527
	Iteration 101Q: 3 clusters Score -3115510 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23368 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -3115509.750000 Penalty: 3286.915527
	Iteration 102Q: 3 clusters Score -3115510 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23371 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -3115510.500000 Penalty: 3286.915527
	Iteration 103Q: 3 clusters Score -3115510 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23375 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -3115512.000000 Penalty: 3286.915527
	Iteration 104Q: 3 clusters Score -3115512 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23380 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -3115511.750000 Penalty: 3286.915527
	Iteration 105Q: 3 clusters Score -3115512 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23386 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -3115511.000000 Penalty: 3286.915527
	Iteration 106Q: 3 clusters Score -3115511 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23389 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -3115511.750000 Penalty: 3286.915527
	Iteration 107Q: 3 clusters Score -3115512 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23389 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -3115511.750000 Penalty: 3286.915527
	Iteration 108F: 3 clusters Score -3115512 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (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: -544932.562500 Penalty: 1360.138794
	Iteration 0F: 2 clusters Score -544932.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -541341.250000 Penalty: 2720.277588
	Iteration 0F: 3 clusters Score -541341.2 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -542352.500000 Penalty: 2720.277588
	Iteration 1F: 3 clusters Score -542352.5 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -542539.312500 Penalty: 2720.277588
	Iteration 2F: 3 clusters Score -542539.3 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -542674.250000 Penalty: 2720.277588
	Iteration 3F: 3 clusters Score -542674.2 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -542765.625000 Penalty: 2720.277588
	Iteration 4Q: 3 clusters Score -542765.6 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -542848.875000 Penalty: 2720.277588
	Iteration 5Q: 3 clusters Score -542848.9 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -542936.750000 Penalty: 2720.277588
	Iteration 6Q: 3 clusters Score -542936.8 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -543028.125000 Penalty: 2720.277588
	Iteration 7Q: 3 clusters Score -543028.1 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -543108.687500 Penalty: 2720.277588
	Iteration 8Q: 3 clusters Score -543108.7 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -543185.187500 Penalty: 2720.277588
	Iteration 9Q: 3 clusters Score -543185.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -543252.187500 Penalty: 2720.277588
	Iteration 10Q: 3 clusters Score -543252.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -543312.812500 Penalty: 2720.277588
	Iteration 11Q: 3 clusters Score -543312.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -543366.312500 Penalty: 2720.277588
	Iteration 12Q: 3 clusters Score -543366.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -543400.687500 Penalty: 2720.277588
	Iteration 13Q: 3 clusters Score -543400.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -543441.125000 Penalty: 2720.277588
	Iteration 14Q: 3 clusters Score -543441.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -543474.687500 Penalty: 2720.277588
	Iteration 15Q: 3 clusters Score -543474.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -543504.750000 Penalty: 2720.277588
	Iteration 16Q: 3 clusters Score -543504.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -543527.687500 Penalty: 2720.277588
	Iteration 17Q: 3 clusters Score -543527.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -543547.187500 Penalty: 2720.277588
	Iteration 18Q: 3 clusters Score -543547.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -543571.250000 Penalty: 2720.277588
	Iteration 19Q: 3 clusters Score -543571.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -543594.437500 Penalty: 2720.277588
	Iteration 20F: 3 clusters Score -543594.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -543619.000000 Penalty: 2720.277588
	Iteration 21Q: 3 clusters Score -543619 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -543638.687500 Penalty: 2720.277588
	Iteration 22Q: 3 clusters Score -543638.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -543654.062500 Penalty: 2720.277588
	Iteration 23Q: 3 clusters Score -543654.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -543670.687500 Penalty: 2720.277588
	Iteration 24Q: 3 clusters Score -543670.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -543686.812500 Penalty: 2720.277588
	Iteration 25Q: 3 clusters Score -543686.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -543697.437500 Penalty: 2720.277588
	Iteration 26Q: 3 clusters Score -543697.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -543702.562500 Penalty: 2720.277588
	Iteration 27Q: 3 clusters Score -543702.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -543707.937500 Penalty: 2720.277588
	Iteration 28Q: 3 clusters Score -543707.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -543713.687500 Penalty: 2720.277588
	Iteration 29Q: 3 clusters Score -543713.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -543719.312500 Penalty: 2720.277588
	Iteration 30Q: 3 clusters Score -543719.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -543723.562500 Penalty: 2720.277588
	Iteration 31Q: 3 clusters Score -543723.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -543726.312500 Penalty: 2720.277588
	Iteration 32Q: 3 clusters Score -543726.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -543730.000000 Penalty: 2720.277588
	Iteration 33Q: 3 clusters Score -543730 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -543731.375000 Penalty: 2720.277588
	Iteration 34Q: 3 clusters Score -543731.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -543732.437500 Penalty: 2720.277588
	Iteration 35Q: 3 clusters Score -543732.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -543735.750000 Penalty: 2720.277588
	Iteration 36Q: 3 clusters Score -543735.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -543739.437500 Penalty: 2720.277588
	Iteration 37Q: 3 clusters Score -543739.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -543741.625000 Penalty: 2720.277588
	Iteration 38Q: 3 clusters Score -543741.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -543744.000000 Penalty: 2720.277588
	Iteration 39Q: 3 clusters Score -543744 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -543745.562500 Penalty: 2720.277588
	Iteration 40F: 3 clusters Score -543745.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (3287 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Entering Unmasked Estep 
Score: -412240.562500 Penalty: 1315.881226
	Iteration 0F: 2 clusters Score -412240.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -409328.656250 Penalty: 2631.762451
	Iteration 0F: 3 clusters Score -409328.7 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -410085.906250 Penalty: 2631.762451
	Iteration 1F: 3 clusters Score -410085.9 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -410274.343750 Penalty: 2631.762451
	Iteration 2F: 3 clusters Score -410274.3 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -410409.406250 Penalty: 2631.762451
	Iteration 3F: 3 clusters Score -410409.4 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -410507.187500 Penalty: 2631.762451
	Iteration 4Q: 3 clusters Score -410507.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -410575.593750 Penalty: 2631.762451
	Iteration 5Q: 3 clusters Score -410575.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -410628.187500 Penalty: 2631.762451
	Iteration 6Q: 3 clusters Score -410628.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -410687.468750 Penalty: 2631.762451
	Iteration 7Q: 3 clusters Score -410687.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -410748.031250 Penalty: 2631.762451
	Iteration 8Q: 3 clusters Score -410748 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -410799.187500 Penalty: 2631.762451
	Iteration 9Q: 3 clusters Score -410799.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -410848.843750 Penalty: 2631.762451
	Iteration 10Q: 3 clusters Score -410848.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -410894.500000 Penalty: 2631.762451
	Iteration 11Q: 3 clusters Score -410894.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -410942.687500 Penalty: 2631.762451
	Iteration 12Q: 3 clusters Score -410942.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -410981.312500 Penalty: 2631.762451
	Iteration 13Q: 3 clusters Score -410981.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -411015.718750 Penalty: 2631.762451
	Iteration 14Q: 3 clusters Score -411015.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -411053.593750 Penalty: 2631.762451
	Iteration 15Q: 3 clusters Score -411053.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -411079.343750 Penalty: 2631.762451
	Iteration 16Q: 3 clusters Score -411079.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -411098.156250 Penalty: 2631.762451
	Iteration 17Q: 3 clusters Score -411098.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -411115.125000 Penalty: 2631.762451
	Iteration 18Q: 3 clusters Score -411115.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -411127.718750 Penalty: 2631.762451
	Iteration 19Q: 3 clusters Score -411127.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -411138.687500 Penalty: 2631.762451
	Iteration 20F: 3 clusters Score -411138.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -411145.781250 Penalty: 2631.762451
	Iteration 21Q: 3 clusters Score -411145.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -411148.531250 Penalty: 2631.762451
	Iteration 22Q: 3 clusters Score -411148.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -411150.968750 Penalty: 2631.762451
	Iteration 23Q: 3 clusters Score -411151 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -411151.875000 Penalty: 2631.762451
	Iteration 24Q: 3 clusters Score -411151.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -411153.281250 Penalty: 2631.762451
	Iteration 25Q: 3 clusters Score -411153.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -411153.281250 Penalty: 2631.762451
	Iteration 26F: 3 clusters Score -411153.3 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: -571730.875000 Penalty: 1368.396606
	Iteration 0F: 2 clusters Score -571730.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -568026.375000 Penalty: 2736.793213
	Iteration 0F: 3 clusters Score -568026.4 nChanged 1801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -569040.687500 Penalty: 2736.793213
	Iteration 1F: 3 clusters Score -569040.7 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -569244.687500 Penalty: 2736.793213
	Iteration 2F: 3 clusters Score -569244.7 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -569428.000000 Penalty: 2736.793213
	Iteration 3F: 3 clusters Score -569428 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -569624.125000 Penalty: 2736.793213
	Iteration 4F: 3 clusters Score -569624.1 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -569831.687500 Penalty: 2736.793213
	Iteration 5F: 3 clusters Score -569831.7 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -570042.250000 Penalty: 2736.793213
	Iteration 6F: 3 clusters Score -570042.2 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -570259.187500 Penalty: 2736.793213
	Iteration 7F: 3 clusters Score -570259.2 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -570453.750000 Penalty: 2736.793213
	Iteration 8Q: 3 clusters Score -570453.8 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -570743.875000 Penalty: 2736.793213
	Iteration 9Q: 3 clusters Score -570743.9 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -571002.500000 Penalty: 2736.793213
	Iteration 10Q: 3 clusters Score -571002.5 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -571127.312500 Penalty: 2736.793213
	Iteration 11Q: 3 clusters Score -571127.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -571175.187500 Penalty: 2736.793213
	Iteration 12Q: 3 clusters Score -571175.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -571201.000000 Penalty: 2736.793213
	Iteration 13Q: 3 clusters Score -571201 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -571223.937500 Penalty: 2736.793213
	Iteration 14Q: 3 clusters Score -571223.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -571233.125000 Penalty: 2736.793213
	Iteration 15Q: 3 clusters Score -571233.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -571245.125000 Penalty: 2736.793213
	Iteration 16Q: 3 clusters Score -571245.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -571258.000000 Penalty: 2736.793213
	Iteration 17Q: 3 clusters Score -571258 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -571271.375000 Penalty: 2736.793213
	Iteration 18Q: 3 clusters Score -571271.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -571291.875000 Penalty: 2736.793213
	Iteration 19Q: 3 clusters Score -571291.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -571323.500000 Penalty: 2736.793213
	Iteration 20F: 3 clusters Score -571323.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -571360.250000 Penalty: 2736.793213
	Iteration 21Q: 3 clusters Score -571360.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -571400.937500 Penalty: 2736.793213
	Iteration 22Q: 3 clusters Score -571400.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -571449.062500 Penalty: 2736.793213
	Iteration 23Q: 3 clusters Score -571449.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -571507.125000 Penalty: 2736.793213
	Iteration 24Q: 3 clusters Score -571507.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -571537.000000 Penalty: 2736.793213
	Iteration 25Q: 3 clusters Score -571537 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -571560.625000 Penalty: 2736.793213
	Iteration 26Q: 3 clusters Score -571560.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -571575.312500 Penalty: 2736.793213
	Iteration 27Q: 3 clusters Score -571575.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -571582.187500 Penalty: 2736.793213
	Iteration 28Q: 3 clusters Score -571582.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -571589.250000 Penalty: 2736.793213
	Iteration 29Q: 3 clusters Score -571589.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -571590.875000 Penalty: 2736.793213
	Iteration 30Q: 3 clusters Score -571590.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -571594.000000 Penalty: 2736.793213
	Iteration 31Q: 3 clusters Score -571594 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -571594.250000 Penalty: 2736.793213
	Iteration 32Q: 3 clusters Score -571594.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -571595.937500 Penalty: 2736.793213
	Iteration 33Q: 3 clusters Score -571595.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -571595.125000 Penalty: 2736.793213
	Iteration 34Q: 3 clusters Score -571595.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -571595.125000 Penalty: 2736.793213
	Iteration 35F: 3 clusters Score -571595.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (4044 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Entering Unmasked Estep 
Score: -460037.406250 Penalty: 1349.560791
	Iteration 0F: 2 clusters Score -460037.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -456682.218750 Penalty: 2699.121582
	Iteration 0F: 3 clusters Score -456682.2 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -457740.937500 Penalty: 2699.121582
	Iteration 1F: 3 clusters Score -457740.9 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -458023.187500 Penalty: 2699.121582
	Iteration 2F: 3 clusters Score -458023.2 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -458251.437500 Penalty: 2699.121582
	Iteration 3F: 3 clusters Score -458251.4 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -458423.437500 Penalty: 2699.121582
	Iteration 4F: 3 clusters Score -458423.4 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -458541.062500 Penalty: 2699.121582
	Iteration 5Q: 3 clusters Score -458541.1 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -458633.843750 Penalty: 2699.121582
	Iteration 6Q: 3 clusters Score -458633.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -458709.656250 Penalty: 2699.121582
	Iteration 7Q: 3 clusters Score -458709.7 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -458762.781250 Penalty: 2699.121582
	Iteration 8Q: 3 clusters Score -458762.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -458800.687500 Penalty: 2699.121582
	Iteration 9Q: 3 clusters Score -458800.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -458831.375000 Penalty: 2699.121582
	Iteration 10Q: 3 clusters Score -458831.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -458853.406250 Penalty: 2699.121582
	Iteration 11Q: 3 clusters Score -458853.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -458870.500000 Penalty: 2699.121582
	Iteration 12Q: 3 clusters Score -458870.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -458885.406250 Penalty: 2699.121582
	Iteration 13Q: 3 clusters Score -458885.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -458902.187500 Penalty: 2699.121582
	Iteration 14Q: 3 clusters Score -458902.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -458924.187500 Penalty: 2699.121582
	Iteration 15Q: 3 clusters Score -458924.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -458957.343750 Penalty: 2699.121582
	Iteration 16Q: 3 clusters Score -458957.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -458985.812500 Penalty: 2699.121582
	Iteration 17Q: 3 clusters Score -458985.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -459010.281250 Penalty: 2699.121582
	Iteration 18Q: 3 clusters Score -459010.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -459025.375000 Penalty: 2699.121582
	Iteration 19Q: 3 clusters Score -459025.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -459036.375000 Penalty: 2699.121582
	Iteration 20F: 3 clusters Score -459036.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -459049.031250 Penalty: 2699.121582
	Iteration 21Q: 3 clusters Score -459049 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -459065.562500 Penalty: 2699.121582
	Iteration 22Q: 3 clusters Score -459065.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -459080.218750 Penalty: 2699.121582
	Iteration 23Q: 3 clusters Score -459080.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -459084.656250 Penalty: 2699.121582
	Iteration 24Q: 3 clusters Score -459084.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -459088.281250 Penalty: 2699.121582
	Iteration 25Q: 3 clusters Score -459088.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -459093.875000 Penalty: 2699.121582
	Iteration 26Q: 3 clusters Score -459093.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -459098.875000 Penalty: 2699.121582
	Iteration 27Q: 3 clusters Score -459098.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -459104.281250 Penalty: 2699.121582
	Iteration 28Q: 3 clusters Score -459104.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -459107.656250 Penalty: 2699.121582
	Iteration 29Q: 3 clusters Score -459107.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -459110.312500 Penalty: 2699.121582
	Iteration 30Q: 3 clusters Score -459110.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -459112.687500 Penalty: 2699.121582
	Iteration 31Q: 3 clusters Score -459112.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -459114.875000 Penalty: 2699.121582
	Iteration 32Q: 3 clusters Score -459114.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -459116.156250 Penalty: 2699.121582
	Iteration 33Q: 3 clusters Score -459116.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -459118.500000 Penalty: 2699.121582
	Iteration 34Q: 3 clusters Score -459118.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -459121.968750 Penalty: 2699.121582
	Iteration 35Q: 3 clusters Score -459122 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -459123.562500 Penalty: 2699.121582
	Iteration 36Q: 3 clusters Score -459123.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -459127.625000 Penalty: 2699.121582
	Iteration 37Q: 3 clusters Score -459127.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -459130.562500 Penalty: 2699.121582
	Iteration 38Q: 3 clusters Score -459130.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -459136.031250 Penalty: 2699.121582
	Iteration 39Q: 3 clusters Score -459136 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -459138.656250 Penalty: 2699.121582
	Iteration 40F: 3 clusters Score -459138.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -459141.000000 Penalty: 2699.121582
	Iteration 41Q: 3 clusters Score -459141 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -459145.000000 Penalty: 2699.121582
	Iteration 42Q: 3 clusters Score -459145 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -459147.062500 Penalty: 2699.121582
	Iteration 43Q: 3 clusters Score -459147.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -459151.531250 Penalty: 2699.121582
	Iteration 44Q: 3 clusters Score -459151.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -459157.187500 Penalty: 2699.121582
	Iteration 45Q: 3 clusters Score -459157.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -459162.906250 Penalty: 2699.121582
	Iteration 46Q: 3 clusters Score -459162.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -459168.062500 Penalty: 2699.121582
	Iteration 47Q: 3 clusters Score -459168.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -459173.718750 Penalty: 2699.121582
	Iteration 48Q: 3 clusters Score -459173.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -459175.187500 Penalty: 2699.121582
	Iteration 49Q: 3 clusters Score -459175.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -459177.750000 Penalty: 2699.121582
	Iteration 50Q: 3 clusters Score -459177.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -459179.062500 Penalty: 2699.121582
	Iteration 51Q: 3 clusters Score -459179.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -459178.968750 Penalty: 2699.121582
	Iteration 52Q: 3 clusters Score -459179 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -459180.906250 Penalty: 2699.121582
	Iteration 53Q: 3 clusters Score -459180.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -459181.281250 Penalty: 2699.121582
	Iteration 54Q: 3 clusters Score -459181.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -459182.906250 Penalty: 2699.121582
	Iteration 55Q: 3 clusters Score -459182.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -459184.562500 Penalty: 2699.121582
	Iteration 56Q: 3 clusters Score -459184.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -459188.812500 Penalty: 2699.121582
	Iteration 57Q: 3 clusters Score -459188.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -459190.468750 Penalty: 2699.121582
	Iteration 58Q: 3 clusters Score -459190.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -459192.000000 Penalty: 2699.121582
	Iteration 59Q: 3 clusters Score -459192 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -459194.437500 Penalty: 2699.121582
	Iteration 60F: 3 clusters Score -459194.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -459197.531250 Penalty: 2699.121582
	Iteration 61Q: 3 clusters Score -459197.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -459200.843750 Penalty: 2699.121582
	Iteration 62Q: 3 clusters Score -459200.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -459202.343750 Penalty: 2699.121582
	Iteration 63Q: 3 clusters Score -459202.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -459204.437500 Penalty: 2699.121582
	Iteration 64Q: 3 clusters Score -459204.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -459209.625000 Penalty: 2699.121582
	Iteration 65Q: 3 clusters Score -459209.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -459220.187500 Penalty: 2699.121582
	Iteration 66Q: 3 clusters Score -459220.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -459226.156250 Penalty: 2699.121582
	Iteration 67Q: 3 clusters Score -459226.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -459234.875000 Penalty: 2699.121582
	Iteration 68Q: 3 clusters Score -459234.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -459240.531250 Penalty: 2699.121582
	Iteration 69Q: 3 clusters Score -459240.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -459244.093750 Penalty: 2699.121582
	Iteration 70Q: 3 clusters Score -459244.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -459249.406250 Penalty: 2699.121582
	Iteration 71Q: 3 clusters Score -459249.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -459253.250000 Penalty: 2699.121582
	Iteration 72Q: 3 clusters Score -459253.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -459256.781250 Penalty: 2699.121582
	Iteration 73Q: 3 clusters Score -459256.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -459258.343750 Penalty: 2699.121582
	Iteration 74Q: 3 clusters Score -459258.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -459260.781250 Penalty: 2699.121582
	Iteration 75Q: 3 clusters Score -459260.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -459260.750000 Penalty: 2699.121582
	Iteration 76Q: 3 clusters Score -459260.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -459260.281250 Penalty: 2699.121582
	Iteration 77Q: 3 clusters Score -459260.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -459260.625000 Penalty: 2699.121582
	Iteration 78Q: 3 clusters Score -459260.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -459261.343750 Penalty: 2699.121582
	Iteration 79Q: 3 clusters Score -459261.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -459261.968750 Penalty: 2699.121582
	Iteration 80F: 3 clusters Score -459262 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -459263.187500 Penalty: 2699.121582
	Iteration 81Q: 3 clusters Score -459263.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -459263.562500 Penalty: 2699.121582
	Iteration 82Q: 3 clusters Score -459263.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -459263.875000 Penalty: 2699.121582
	Iteration 83Q: 3 clusters Score -459263.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -459264.875000 Penalty: 2699.121582
	Iteration 84Q: 3 clusters Score -459264.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -459265.937500 Penalty: 2699.121582
	Iteration 85Q: 3 clusters Score -459265.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -459266.437500 Penalty: 2699.121582
	Iteration 86Q: 3 clusters Score -459266.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -459267.250000 Penalty: 2699.121582
	Iteration 87Q: 3 clusters Score -459267.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -459267.531250 Penalty: 2699.121582
	Iteration 88Q: 3 clusters Score -459267.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -459267.531250 Penalty: 2699.121582
	Iteration 89F: 3 clusters Score -459267.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (25819 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25819 members 
Entering Unmasked Estep 
Score: -3312729.750000 Penalty: 1650.815674
	Iteration 0F: 2 clusters Score -3312730 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12898 members 
Mstep: Class 2 contains 12921 members 
Entering Unmasked Estep 
Score: -3295318.500000 Penalty: 3301.631348
	Iteration 0F: 3 clusters Score -3295318 nChanged 11711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12609 members 
Mstep: Class 2 contains 13210 members 
Entering Unmasked Estep 
Score: -3301931.500000 Penalty: 3301.631348
	Iteration 1F: 3 clusters Score -3301932 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12381 members 
Mstep: Class 2 contains 13438 members 
Entering Unmasked Estep 
Score: -3302638.500000 Penalty: 3301.631348
	Iteration 2F: 3 clusters Score -3302638 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12050 members 
Mstep: Class 2 contains 13769 members 
Entering Unmasked Estep 
Score: -3303589.500000 Penalty: 3301.631348
	Iteration 3F: 3 clusters Score -3303590 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11613 members 
Mstep: Class 2 contains 14206 members 
Entering Unmasked Estep 
Score: -3304798.250000 Penalty: 3301.631348
	Iteration 4F: 3 clusters Score -3304798 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11188 members 
Mstep: Class 2 contains 14631 members 
Entering Unmasked Estep 
Score: -3306235.250000 Penalty: 3301.631348
	Iteration 5F: 3 clusters Score -3306235 nChanged 1825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10787 members 
Mstep: Class 2 contains 15032 members 
Entering Unmasked Estep 
Score: -3307926.000000 Penalty: 3301.631348
	Iteration 6F: 3 clusters Score -3307926 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10541 members 
Mstep: Class 2 contains 15278 members 
Entering Unmasked Estep 
Score: -3309481.750000 Penalty: 3301.631348
	Iteration 7F: 3 clusters Score -3309482 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10421 members 
Mstep: Class 2 contains 15398 members 
Entering Unmasked Estep 
Score: -3310568.500000 Penalty: 3301.631348
	Iteration 8F: 3 clusters Score -3310568 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10389 members 
Mstep: Class 2 contains 15430 members 
Entering Unmasked Estep 
Score: -3311131.000000 Penalty: 3301.631348
	Iteration 9Q: 3 clusters Score -3311131 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10343 members 
Mstep: Class 2 contains 15476 members 
Entering Unmasked Estep 
Score: -3311333.750000 Penalty: 3301.631348
	Iteration 10Q: 3 clusters Score -3311334 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10313 members 
Mstep: Class 2 contains 15506 members 
Entering Unmasked Estep 
Score: -3311418.250000 Penalty: 3301.631348
	Iteration 11Q: 3 clusters Score -3311418 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10290 members 
Mstep: Class 2 contains 15529 members 
Entering Unmasked Estep 
Score: -3311465.750000 Penalty: 3301.631348
	Iteration 12Q: 3 clusters Score -3311466 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10267 members 
Mstep: Class 2 contains 15552 members 
Entering Unmasked Estep 
Score: -3311485.500000 Penalty: 3301.631348
	Iteration 13Q: 3 clusters Score -3311486 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10250 members 
Mstep: Class 2 contains 15569 members 
Entering Unmasked Estep 
Score: -3311498.500000 Penalty: 3301.631348
	Iteration 14Q: 3 clusters Score -3311498 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10234 members 
Mstep: Class 2 contains 15585 members 
Entering Unmasked Estep 
Score: -3311505.500000 Penalty: 3301.631348
	Iteration 15Q: 3 clusters Score -3311506 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10222 members 
Mstep: Class 2 contains 15597 members 
Entering Unmasked Estep 
Score: -3311517.250000 Penalty: 3301.631348
	Iteration 16Q: 3 clusters Score -3311517 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10199 members 
Mstep: Class 2 contains 15620 members 
Entering Unmasked Estep 
Score: -3311514.000000 Penalty: 3301.631348
	Iteration 17Q: 3 clusters Score -3311514 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10175 members 
Mstep: Class 2 contains 15644 members 
Entering Unmasked Estep 
Score: -3311520.000000 Penalty: 3301.631348
	Iteration 18Q: 3 clusters Score -3311520 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10159 members 
Mstep: Class 2 contains 15660 members 
Entering Unmasked Estep 
Score: -3311519.250000 Penalty: 3301.631348
	Iteration 19Q: 3 clusters Score -3311519 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10144 members 
Mstep: Class 2 contains 15675 members 
Entering Unmasked Estep 
Score: -3311534.250000 Penalty: 3301.631348
	Iteration 20F: 3 clusters Score -3311534 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10130 members 
Mstep: Class 2 contains 15689 members 
Entering Unmasked Estep 
Score: -3311536.000000 Penalty: 3301.631348
	Iteration 21Q: 3 clusters Score -3311536 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10115 members 
Mstep: Class 2 contains 15704 members 
Entering Unmasked Estep 
Score: -3311526.000000 Penalty: 3301.631348
	Iteration 22Q: 3 clusters Score -3311526 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10096 members 
Mstep: Class 2 contains 15723 members 
Entering Unmasked Estep 
Score: -3311528.000000 Penalty: 3301.631348
	Iteration 23Q: 3 clusters Score -3311528 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10085 members 
Mstep: Class 2 contains 15734 members 
Entering Unmasked Estep 
Score: -3311537.250000 Penalty: 3301.631348
	Iteration 24Q: 3 clusters Score -3311537 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10068 members 
Mstep: Class 2 contains 15751 members 
Entering Unmasked Estep 
Score: -3311543.750000 Penalty: 3301.631348
	Iteration 25Q: 3 clusters Score -3311544 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10056 members 
Mstep: Class 2 contains 15763 members 
Entering Unmasked Estep 
Score: -3311539.750000 Penalty: 3301.631348
	Iteration 26Q: 3 clusters Score -3311540 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10046 members 
Mstep: Class 2 contains 15773 members 
Entering Unmasked Estep 
Score: -3311541.000000 Penalty: 3301.631348
	Iteration 27Q: 3 clusters Score -3311541 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10038 members 
Mstep: Class 2 contains 15781 members 
Entering Unmasked Estep 
Score: -3311547.000000 Penalty: 3301.631348
	Iteration 28Q: 3 clusters Score -3311547 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10021 members 
Mstep: Class 2 contains 15798 members 
Entering Unmasked Estep 
Score: -3311551.250000 Penalty: 3301.631348
	Iteration 29Q: 3 clusters Score -3311551 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10009 members 
Mstep: Class 2 contains 15810 members 
Entering Unmasked Estep 
Score: -3311553.750000 Penalty: 3301.631348
	Iteration 30Q: 3 clusters Score -3311554 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10002 members 
Mstep: Class 2 contains 15817 members 
Entering Unmasked Estep 
Score: -3311552.250000 Penalty: 3301.631348
	Iteration 31Q: 3 clusters Score -3311552 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9998 members 
Mstep: Class 2 contains 15821 members 
Entering Unmasked Estep 
Score: -3311554.500000 Penalty: 3301.631348
	Iteration 32Q: 3 clusters Score -3311554 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9994 members 
Mstep: Class 2 contains 15825 members 
Entering Unmasked Estep 
Score: -3311551.000000 Penalty: 3301.631348
	Iteration 33Q: 3 clusters Score -3311551 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9989 members 
Mstep: Class 2 contains 15830 members 
Entering Unmasked Estep 
Score: -3311546.750000 Penalty: 3301.631348
	Iteration 34Q: 3 clusters Score -3311547 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9986 members 
Mstep: Class 2 contains 15833 members 
Entering Unmasked Estep 
Score: -3311546.250000 Penalty: 3301.631348
	Iteration 35Q: 3 clusters Score -3311546 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9985 members 
Mstep: Class 2 contains 15834 members 
Entering Unmasked Estep 
Score: -3311548.500000 Penalty: 3301.631348
	Iteration 36Q: 3 clusters Score -3311548 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9983 members 
Mstep: Class 2 contains 15836 members 
Entering Unmasked Estep 
Score: -3311551.750000 Penalty: 3301.631348
	Iteration 37Q: 3 clusters Score -3311552 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9980 members 
Mstep: Class 2 contains 15839 members 
Entering Unmasked Estep 
Score: -3311548.500000 Penalty: 3301.631348
	Iteration 38Q: 3 clusters Score -3311548 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9980 members 
Mstep: Class 2 contains 15839 members 
Entering Unmasked Estep 
Score: -3311548.500000 Penalty: 3301.631348
	Iteration 39Q: 3 clusters Score -3311548 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9978 members 
Mstep: Class 2 contains 15841 members 
Entering Unmasked Estep 
Score: -3311543.000000 Penalty: 3301.631348
	Iteration 40F: 3 clusters Score -3311543 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (818 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Entering Unmasked Estep 
Score: -102970.804688 Penalty: 1089.865112
	Iteration 0F: 2 clusters Score -102970.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -101661.343750 Penalty: 2179.730225
	Iteration 0F: 3 clusters Score -101661.3 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -101857.664062 Penalty: 2179.730225
	Iteration 1F: 3 clusters Score -101857.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -101928.875000 Penalty: 2179.730225
	Iteration 2F: 3 clusters Score -101928.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -101967.062500 Penalty: 2179.730225
	Iteration 3Q: 3 clusters Score -101967.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -101980.359375 Penalty: 2179.730225
	Iteration 4Q: 3 clusters Score -101980.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -101988.304688 Penalty: 2179.730225
	Iteration 5Q: 3 clusters Score -101988.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -101989.156250 Penalty: 2179.730225
	Iteration 6Q: 3 clusters Score -101989.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -101991.796875 Penalty: 2179.730225
	Iteration 7Q: 3 clusters Score -101991.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -101991.796875 Penalty: 2179.730225
	Iteration 8F: 3 clusters Score -101991.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (3200 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Entering Unmasked Estep 
Score: -400973.812500 Penalty: 1311.522217
	Iteration 0F: 2 clusters Score -400973.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -398133.437500 Penalty: 2623.044434
	Iteration 0F: 3 clusters Score -398133.4 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -398868.750000 Penalty: 2623.044434
	Iteration 1F: 3 clusters Score -398868.8 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -399026.750000 Penalty: 2623.044434
	Iteration 2F: 3 clusters Score -399026.8 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -399123.750000 Penalty: 2623.044434
	Iteration 3F: 3 clusters Score -399123.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -399193.062500 Penalty: 2623.044434
	Iteration 4Q: 3 clusters Score -399193.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -399244.812500 Penalty: 2623.044434
	Iteration 5Q: 3 clusters Score -399244.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -399275.812500 Penalty: 2623.044434
	Iteration 6Q: 3 clusters Score -399275.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -399298.750000 Penalty: 2623.044434
	Iteration 7Q: 3 clusters Score -399298.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -399324.031250 Penalty: 2623.044434
	Iteration 8Q: 3 clusters Score -399324 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -399349.375000 Penalty: 2623.044434
	Iteration 9Q: 3 clusters Score -399349.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -399373.406250 Penalty: 2623.044434
	Iteration 10Q: 3 clusters Score -399373.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -399398.312500 Penalty: 2623.044434
	Iteration 11Q: 3 clusters Score -399398.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -399427.937500 Penalty: 2623.044434
	Iteration 12Q: 3 clusters Score -399427.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -399453.437500 Penalty: 2623.044434
	Iteration 13Q: 3 clusters Score -399453.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -399475.937500 Penalty: 2623.044434
	Iteration 14Q: 3 clusters Score -399475.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -399495.843750 Penalty: 2623.044434
	Iteration 15Q: 3 clusters Score -399495.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -399509.906250 Penalty: 2623.044434
	Iteration 16Q: 3 clusters Score -399509.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -399520.937500 Penalty: 2623.044434
	Iteration 17Q: 3 clusters Score -399520.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -399529.656250 Penalty: 2623.044434
	Iteration 18Q: 3 clusters Score -399529.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -399541.031250 Penalty: 2623.044434
	Iteration 19Q: 3 clusters Score -399541 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -399551.468750 Penalty: 2623.044434
	Iteration 20F: 3 clusters Score -399551.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -399565.187500 Penalty: 2623.044434
	Iteration 21Q: 3 clusters Score -399565.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -399579.625000 Penalty: 2623.044434
	Iteration 22Q: 3 clusters Score -399579.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -399590.187500 Penalty: 2623.044434
	Iteration 23Q: 3 clusters Score -399590.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -399599.656250 Penalty: 2623.044434
	Iteration 24Q: 3 clusters Score -399599.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -399614.000000 Penalty: 2623.044434
	Iteration 25Q: 3 clusters Score -399614 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -399628.812500 Penalty: 2623.044434
	Iteration 26Q: 3 clusters Score -399628.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -399639.906250 Penalty: 2623.044434
	Iteration 27Q: 3 clusters Score -399639.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -399652.343750 Penalty: 2623.044434
	Iteration 28Q: 3 clusters Score -399652.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -399666.218750 Penalty: 2623.044434
	Iteration 29Q: 3 clusters Score -399666.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -399677.093750 Penalty: 2623.044434
	Iteration 30Q: 3 clusters Score -399677.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -399687.125000 Penalty: 2623.044434
	Iteration 31Q: 3 clusters Score -399687.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -399694.656250 Penalty: 2623.044434
	Iteration 32Q: 3 clusters Score -399694.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -399702.031250 Penalty: 2623.044434
	Iteration 33Q: 3 clusters Score -399702 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -399710.468750 Penalty: 2623.044434
	Iteration 34Q: 3 clusters Score -399710.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -399720.093750 Penalty: 2623.044434
	Iteration 35Q: 3 clusters Score -399720.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -399728.281250 Penalty: 2623.044434
	Iteration 36Q: 3 clusters Score -399728.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -399731.593750 Penalty: 2623.044434
	Iteration 37Q: 3 clusters Score -399731.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -399737.000000 Penalty: 2623.044434
	Iteration 38Q: 3 clusters Score -399737 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -399741.500000 Penalty: 2623.044434
	Iteration 39Q: 3 clusters Score -399741.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -399746.343750 Penalty: 2623.044434
	Iteration 40F: 3 clusters Score -399746.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -399748.281250 Penalty: 2623.044434
	Iteration 41Q: 3 clusters Score -399748.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -399751.468750 Penalty: 2623.044434
	Iteration 42Q: 3 clusters Score -399751.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -399758.125000 Penalty: 2623.044434
	Iteration 43Q: 3 clusters Score -399758.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -399767.937500 Penalty: 2623.044434
	Iteration 44Q: 3 clusters Score -399767.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -399772.437500 Penalty: 2623.044434
	Iteration 45Q: 3 clusters Score -399772.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -399774.937500 Penalty: 2623.044434
	Iteration 46Q: 3 clusters Score -399774.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -399777.281250 Penalty: 2623.044434
	Iteration 47Q: 3 clusters Score -399777.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -399777.281250 Penalty: 2623.044434
	Iteration 48F: 3 clusters Score -399777.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (22294 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22294 members 
Entering Unmasked Estep 
Score: -2841326.250000 Penalty: 1626.961792
	Iteration 0F: 2 clusters Score -2841326 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11191 members 
Mstep: Class 2 contains 11103 members 
Entering Unmasked Estep 
Score: -2826153.000000 Penalty: 3253.923584
	Iteration 0F: 3 clusters Score -2826153 nChanged 10157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10990 members 
Mstep: Class 2 contains 11304 members 
Entering Unmasked Estep 
Score: -2831730.500000 Penalty: 3253.923584
	Iteration 1F: 3 clusters Score -2831730 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10898 members 
Mstep: Class 2 contains 11396 members 
Entering Unmasked Estep 
Score: -2832102.500000 Penalty: 3253.923584
	Iteration 2Q: 3 clusters Score -2832102 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10807 members 
Mstep: Class 2 contains 11487 members 
Entering Unmasked Estep 
Score: -2832423.000000 Penalty: 3253.923584
	Iteration 3Q: 3 clusters Score -2832423 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10694 members 
Mstep: Class 2 contains 11600 members 
Entering Unmasked Estep 
Score: -2832723.000000 Penalty: 3253.923584
	Iteration 4Q: 3 clusters Score -2832723 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10555 members 
Mstep: Class 2 contains 11739 members 
Entering Unmasked Estep 
Score: -2833009.500000 Penalty: 3253.923584
	Iteration 5Q: 3 clusters Score -2833010 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10446 members 
Mstep: Class 2 contains 11848 members 
Entering Unmasked Estep 
Score: -2833279.750000 Penalty: 3253.923584
	Iteration 6Q: 3 clusters Score -2833280 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10322 members 
Mstep: Class 2 contains 11972 members 
Entering Unmasked Estep 
Score: -2833598.500000 Penalty: 3253.923584
	Iteration 7Q: 3 clusters Score -2833598 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10205 members 
Mstep: Class 2 contains 12089 members 
Entering Unmasked Estep 
Score: -2833892.500000 Penalty: 3253.923584
	Iteration 8Q: 3 clusters Score -2833892 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10050 members 
Mstep: Class 2 contains 12244 members 
Entering Unmasked Estep 
Score: -2834192.250000 Penalty: 3253.923584
	Iteration 9Q: 3 clusters Score -2834192 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9809 members 
Mstep: Class 2 contains 12485 members 
Entering Unmasked Estep 
Score: -2834503.000000 Penalty: 3253.923584
	Iteration 10Q: 3 clusters Score -2834503 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9528 members 
Mstep: Class 2 contains 12766 members 
Entering Unmasked Estep 
Score: -2834768.750000 Penalty: 3253.923584
	Iteration 11Q: 3 clusters Score -2834769 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9202 members 
Mstep: Class 2 contains 13092 members 
Entering Unmasked Estep 
Score: -2834958.750000 Penalty: 3253.923584
	Iteration 12Q: 3 clusters Score -2834959 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8806 members 
Mstep: Class 2 contains 13488 members 
Entering Unmasked Estep 
Score: -2835159.500000 Penalty: 3253.923584
	Iteration 13Q: 3 clusters Score -2835160 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8333 members 
Mstep: Class 2 contains 13961 members 
Entering Unmasked Estep 
Score: -2835358.000000 Penalty: 3253.923584
	Iteration 14Q: 3 clusters Score -2835358 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7804 members 
Mstep: Class 2 contains 14490 members 
Entering Unmasked Estep 
Score: -2835571.500000 Penalty: 3253.923584
	Iteration 15Q: 3 clusters Score -2835572 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7188 members 
Mstep: Class 2 contains 15106 members 
Entering Unmasked Estep 
Score: -2835814.750000 Penalty: 3253.923584
	Iteration 16Q: 3 clusters Score -2835815 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6534 members 
Mstep: Class 2 contains 15760 members 
Entering Unmasked Estep 
Score: -2836092.500000 Penalty: 3253.923584
	Iteration 17Q: 3 clusters Score -2836092 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5776 members 
Mstep: Class 2 contains 16518 members 
Entering Unmasked Estep 
Score: -2836424.500000 Penalty: 3253.923584
	Iteration 18Q: 3 clusters Score -2836424 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 17233 members 
Entering Unmasked Estep 
Score: -2836740.000000 Penalty: 3253.923584
	Iteration 19Q: 3 clusters Score -2836740 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 17971 members 
Entering Unmasked Estep 
Score: -2837104.500000 Penalty: 3253.923584
	Iteration 20F: 3 clusters Score -2837104 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 18739 members 
Entering Unmasked Estep 
Score: -2837540.250000 Penalty: 3253.923584
	Iteration 21Q: 3 clusters Score -2837540 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 19516 members 
Entering Unmasked Estep 
Score: -2838018.250000 Penalty: 3253.923584
	Iteration 22Q: 3 clusters Score -2838018 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 20160 members 
Entering Unmasked Estep 
Score: -2838452.750000 Penalty: 3253.923584
	Iteration 23Q: 3 clusters Score -2838453 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 20715 members 
Entering Unmasked Estep 
Score: -2838840.750000 Penalty: 3253.923584
	Iteration 24Q: 3 clusters Score -2838841 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 21129 members 
Entering Unmasked Estep 
Score: -2839156.000000 Penalty: 3253.923584
	Iteration 25Q: 3 clusters Score -2839156 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 21403 members 
Entering Unmasked Estep 
Score: -2839372.000000 Penalty: 3253.923584
	Iteration 26Q: 3 clusters Score -2839372 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 21578 members 
Entering Unmasked Estep 
Score: -2839489.750000 Penalty: 3253.923584
	Iteration 27Q: 3 clusters Score -2839490 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 21702 members 
Entering Unmasked Estep 
Score: -2839587.250000 Penalty: 3253.923584
	Iteration 28Q: 3 clusters Score -2839587 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 21792 members 
Entering Unmasked Estep 
Score: -2839680.500000 Penalty: 3253.923584
	Iteration 29Q: 3 clusters Score -2839680 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 21864 members 
Entering Unmasked Estep 
Score: -2839752.500000 Penalty: 3253.923584
	Iteration 30Q: 3 clusters Score -2839752 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 21910 members 
Entering Unmasked Estep 
Score: -2839796.250000 Penalty: 3253.923584
	Iteration 31Q: 3 clusters Score -2839796 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 21937 members 
Entering Unmasked Estep 
Score: -2839816.750000 Penalty: 3253.923584
	Iteration 32Q: 3 clusters Score -2839817 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 21955 members 
Entering Unmasked Estep 
Score: -2839846.750000 Penalty: 3253.923584
	Iteration 33Q: 3 clusters Score -2839847 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 21974 members 
Entering Unmasked Estep 
Score: -2839868.000000 Penalty: 3253.923584
	Iteration 34Q: 3 clusters Score -2839868 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 21990 members 
Entering Unmasked Estep 
Score: -2839887.000000 Penalty: 3253.923584
	Iteration 35Q: 3 clusters Score -2839887 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 21997 members 
Entering Unmasked Estep 
Score: -2839897.250000 Penalty: 3253.923584
	Iteration 36Q: 3 clusters Score -2839897 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 22005 members 
Entering Unmasked Estep 
Score: -2839902.000000 Penalty: 3253.923584
	Iteration 37Q: 3 clusters Score -2839902 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 22011 members 
Entering Unmasked Estep 
Score: -2839906.500000 Penalty: 3253.923584
	Iteration 38Q: 3 clusters Score -2839906 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 22013 members 
Entering Unmasked Estep 
Score: -2839912.250000 Penalty: 3253.923584
	Iteration 39Q: 3 clusters Score -2839912 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 22014 members 
Entering Unmasked Estep 
Score: -2839911.250000 Penalty: 3253.923584
	Iteration 40F: 3 clusters Score -2839911 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 22016 members 
Entering Unmasked Estep 
Score: -2839918.750000 Penalty: 3253.923584
	Iteration 41Q: 3 clusters Score -2839919 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 22017 members 
Entering Unmasked Estep 
Score: -2839917.500000 Penalty: 3253.923584
	Iteration 42Q: 3 clusters Score -2839918 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 22018 members 
Entering Unmasked Estep 
Score: -2839919.750000 Penalty: 3253.923584
	Iteration 43Q: 3 clusters Score -2839920 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 22023 members 
Entering Unmasked Estep 
Score: -2839923.750000 Penalty: 3253.923584
	Iteration 44Q: 3 clusters Score -2839924 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 22023 members 
Entering Unmasked Estep 
Score: -2839929.500000 Penalty: 3253.923584
	Iteration 45Q: 3 clusters Score -2839930 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 22025 members 
Entering Unmasked Estep 
Score: -2839930.750000 Penalty: 3253.923584
	Iteration 46Q: 3 clusters Score -2839931 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 22027 members 
Entering Unmasked Estep 
Score: -2839932.250000 Penalty: 3253.923584
	Iteration 47Q: 3 clusters Score -2839932 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 22031 members 
Entering Unmasked Estep 
Score: -2839936.250000 Penalty: 3253.923584
	Iteration 48Q: 3 clusters Score -2839936 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 22034 members 
Entering Unmasked Estep 
Score: -2839936.750000 Penalty: 3253.923584
	Iteration 49Q: 3 clusters Score -2839937 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 22039 members 
Entering Unmasked Estep 
Score: -2839944.250000 Penalty: 3253.923584
	Iteration 50Q: 3 clusters Score -2839944 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 22043 members 
Entering Unmasked Estep 
Score: -2839949.750000 Penalty: 3253.923584
	Iteration 51Q: 3 clusters Score -2839950 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 22046 members 
Entering Unmasked Estep 
Score: -2839951.250000 Penalty: 3253.923584
	Iteration 52Q: 3 clusters Score -2839951 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 22047 members 
Entering Unmasked Estep 
Score: -2839956.750000 Penalty: 3253.923584
	Iteration 53Q: 3 clusters Score -2839957 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 22047 members 
Entering Unmasked Estep 
Score: -2839954.500000 Penalty: 3253.923584
	Iteration 54Q: 3 clusters Score -2839954 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 22047 members 
Entering Unmasked Estep 
Score: -2839954.500000 Penalty: 3253.923584
	Iteration 55F: 3 clusters Score -2839954 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 47709 members 
Mstep: Class 2 contains 5058 members 
Mstep: Class 3 contains 2098 members 
Mstep: Class 4 contains 3290 members 
Mstep: Class 5 contains 14507 members 
Mstep: Class 6 contains 1252 members 
Mstep: Class 7 contains 476 members 
Mstep: Class 8 contains 9740 members 
Mstep: Class 9 contains 25403 members 
Mstep: Class 10 contains 33129 members 
Mstep: Class 11 contains 2157 members 
Mstep: Class 12 contains 73208 members 
Mstep: Class 13 contains 18157 members 
Mstep: Class 14 contains 146798 members 
Mstep: Class 15 contains 2490 members 
Mstep: Class 16 contains 17908 members 
Mstep: Class 17 contains 9552 members 
Mstep: Class 18 contains 20948 members 
Mstep: Class 19 contains 34991 members 
Mstep: Class 20 contains 5769 members 
Mstep: Class 21 contains 11910 members 
Mstep: Class 22 contains 3046 members 
Mstep: Class 23 contains 21826 members 
Mstep: Class 24 contains 39386 members 
Mstep: Class 25 contains 7911 members 
Mstep: Class 26 contains 3900 members 
Mstep: Class 27 contains 2333 members 
Mstep: Class 28 contains 23701 members 
Mstep: Class 29 contains 408 members 
Mstep: Class 30 contains 3814 members 
Mstep: Class 31 contains 12568 members 
Mstep: Class 32 contains 13764 members 
Mstep: Class 33 contains 8158 members 
Mstep: Class 34 contains 13797 members 
Mstep: Class 35 contains 2399 members 
Mstep: Class 36 contains 11697 members 
Mstep: Class 37 contains 3894 members 
Mstep: Class 38 contains 10194 members 
Mstep: Class 39 contains 38181 members 
Mstep: Class 40 contains 18664 members 
Mstep: Class 41 contains 1395 members 
Mstep: Class 42 contains 24676 members 
Mstep: Class 43 contains 4316 members 
Mstep: Class 44 contains 3287 members 
Mstep: Class 45 contains 4541 members 
Mstep: Class 46 contains 4044 members 
Mstep: Class 47 contains 25819 members 
Mstep: Class 48 contains 818 members 
Mstep: Class 49 contains 3200 members 
Mstep: Class 50 contains 22294 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100307512.000000 Penalty: 110644.859375
Iteration 199Q: 51 clusters Score -1.003075e+08 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 47716 members 
Mstep: Class 2 contains 5058 members 
Mstep: Class 3 contains 2098 members 
Mstep: Class 4 contains 3290 members 
Mstep: Class 5 contains 14507 members 
Mstep: Class 6 contains 1253 members 
Mstep: Class 7 contains 476 members 
Mstep: Class 8 contains 9761 members 
Mstep: Class 9 contains 25401 members 
Mstep: Class 10 contains 33132 members 
Mstep: Class 11 contains 2157 members 
Mstep: Class 12 contains 73203 members 
Mstep: Class 13 contains 18157 members 
Mstep: Class 14 contains 146799 members 
Mstep: Class 15 contains 2489 members 
Mstep: Class 16 contains 17908 members 
Mstep: Class 17 contains 9554 members 
Mstep: Class 18 contains 20943 members 
Mstep: Class 19 contains 34989 members 
Mstep: Class 20 contains 5761 members 
Mstep: Class 21 contains 11916 members 
Mstep: Class 22 contains 3046 members 
Mstep: Class 23 contains 21825 members 
Mstep: Class 24 contains 39384 members 
Mstep: Class 25 contains 7911 members 
Mstep: Class 26 contains 3900 members 
Mstep: Class 27 contains 2332 members 
Mstep: Class 28 contains 23692 members 
Mstep: Class 29 contains 408 members 
Mstep: Class 30 contains 3813 members 
Mstep: Class 31 contains 12568 members 
Mstep: Class 32 contains 13764 members 
Mstep: Class 33 contains 8158 members 
Mstep: Class 34 contains 13797 members 
Mstep: Class 35 contains 2399 members 
Mstep: Class 36 contains 11697 members 
Mstep: Class 37 contains 3894 members 
Mstep: Class 38 contains 10185 members 
Mstep: Class 39 contains 38183 members 
Mstep: Class 40 contains 18665 members 
Mstep: Class 41 contains 1395 members 
Mstep: Class 42 contains 24678 members 
Mstep: Class 43 contains 4316 members 
Mstep: Class 44 contains 3287 members 
Mstep: Class 45 contains 4540 members 
Mstep: Class 46 contains 4046 members 
Mstep: Class 47 contains 25818 members 
Mstep: Class 48 contains 818 members 
Mstep: Class 49 contains 3200 members 
Mstep: Class 50 contains 22294 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100307512.000000 Penalty: 110644.859375
Iteration 200F: 51 clusters Score -1.003075e+08 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 47723 members 
Mstep: Class 2 contains 5060 members 
Mstep: Class 3 contains 2098 members 
Mstep: Class 4 contains 3290 members 
Mstep: Class 5 contains 14507 members 
Mstep: Class 6 contains 1256 members 
Mstep: Class 7 contains 476 members 
Mstep: Class 8 contains 9776 members 
Mstep: Class 9 contains 25401 members 
Mstep: Class 10 contains 33127 members 
Mstep: Class 11 contains 2157 members 
Mstep: Class 12 contains 73199 members 
Mstep: Class 13 contains 18156 members 
Mstep: Class 14 contains 146801 members 
Mstep: Class 15 contains 2488 members 
Mstep: Class 16 contains 17909 members 
Mstep: Class 17 contains 9554 members 
Mstep: Class 18 contains 20943 members 
Mstep: Class 19 contains 34985 members 
Mstep: Class 20 contains 5753 members 
Mstep: Class 21 contains 11918 members 
Mstep: Class 22 contains 3046 members 
Mstep: Class 23 contains 21826 members 
Mstep: Class 24 contains 39383 members 
Mstep: Class 25 contains 7911 members 
Mstep: Class 26 contains 3899 members 
Mstep: Class 27 contains 2332 members 
Mstep: Class 28 contains 23692 members 
Mstep: Class 29 contains 408 members 
Mstep: Class 30 contains 3813 members 
Mstep: Class 31 contains 12568 members 
Mstep: Class 32 contains 13763 members 
Mstep: Class 33 contains 8158 members 
Mstep: Class 34 contains 13797 members 
Mstep: Class 35 contains 2399 members 
Mstep: Class 36 contains 11698 members 
Mstep: Class 37 contains 3893 members 
Mstep: Class 38 contains 10179 members 
Mstep: Class 39 contains 38187 members 
Mstep: Class 40 contains 18663 members 
Mstep: Class 41 contains 1394 members 
Mstep: Class 42 contains 24679 members 
Mstep: Class 43 contains 4316 members 
Mstep: Class 44 contains 3287 members 
Mstep: Class 45 contains 4539 members 
Mstep: Class 46 contains 4044 members 
Mstep: Class 47 contains 25818 members 
Mstep: Class 48 contains 818 members 
Mstep: Class 49 contains 3200 members 
Mstep: Class 50 contains 22294 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100307472.000000 Penalty: 110644.859375
Iteration 201Q: 51 clusters Score -1.003075e+08 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 47728 members 
Mstep: Class 2 contains 5060 members 
Mstep: Class 3 contains 2098 members 
Mstep: Class 4 contains 3290 members 
Mstep: Class 5 contains 14508 members 
Mstep: Class 6 contains 1261 members 
Mstep: Class 7 contains 476 members 
Mstep: Class 8 contains 9790 members 
Mstep: Class 9 contains 25399 members 
Mstep: Class 10 contains 33123 members 
Mstep: Class 11 contains 2157 members 
Mstep: Class 12 contains 73195 members 
Mstep: Class 13 contains 18156 members 
Mstep: Class 14 contains 146802 members 
Mstep: Class 15 contains 2487 members 
Mstep: Class 16 contains 17909 members 
Mstep: Class 17 contains 9554 members 
Mstep: Class 18 contains 20943 members 
Mstep: Class 19 contains 34978 members 
Mstep: Class 20 contains 5747 members 
Mstep: Class 21 contains 11921 members 
Mstep: Class 22 contains 3048 members 
Mstep: Class 23 contains 21827 members 
Mstep: Class 24 contains 39382 members 
Mstep: Class 25 contains 7912 members 
Mstep: Class 26 contains 3899 members 
Mstep: Class 27 contains 2332 members 
Mstep: Class 28 contains 23691 members 
Mstep: Class 29 contains 408 members 
Mstep: Class 30 contains 3811 members 
Mstep: Class 31 contains 12568 members 
Mstep: Class 32 contains 13759 members 
Mstep: Class 33 contains 8158 members 
Mstep: Class 34 contains 13797 members 
Mstep: Class 35 contains 2399 members 
Mstep: Class 36 contains 11701 members 
Mstep: Class 37 contains 3892 members 
Mstep: Class 38 contains 10177 members 
Mstep: Class 39 contains 38186 members 
Mstep: Class 40 contains 18661 members 
Mstep: Class 41 contains 1394 members 
Mstep: Class 42 contains 24680 members 
Mstep: Class 43 contains 4316 members 
Mstep: Class 44 contains 3287 members 
Mstep: Class 45 contains 4539 members 
Mstep: Class 46 contains 4046 members 
Mstep: Class 47 contains 25818 members 
Mstep: Class 48 contains 818 members 
Mstep: Class 49 contains 3200 members 
Mstep: Class 50 contains 22293 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100307504.000000 Penalty: 110644.859375
Iteration 202Q: 51 clusters Score -1.003075e+08 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 47728 members 
Mstep: Class 2 contains 5059 members 
Mstep: Class 3 contains 2099 members 
Mstep: Class 4 contains 3290 members 
Mstep: Class 5 contains 14508 members 
Mstep: Class 6 contains 1261 members 
Mstep: Class 7 contains 476 members 
Mstep: Class 8 contains 9800 members 
Mstep: Class 9 contains 25399 members 
Mstep: Class 10 contains 33121 members 
Mstep: Class 11 contains 2157 members 
Mstep: Class 12 contains 73190 members 
Mstep: Class 13 contains 18156 members 
Mstep: Class 14 contains 146802 members 
Mstep: Class 15 contains 2484 members 
Mstep: Class 16 contains 17910 members 
Mstep: Class 17 contains 9555 members 
Mstep: Class 18 contains 20941 members 
Mstep: Class 19 contains 34973 members 
Mstep: Class 20 contains 5748 members 
Mstep: Class 21 contains 11921 members 
Mstep: Class 22 contains 3049 members 
Mstep: Class 23 contains 21826 members 
Mstep: Class 24 contains 39379 members 
Mstep: Class 25 contains 7912 members 
Mstep: Class 26 contains 3897 members 
Mstep: Class 27 contains 2332 members 
Mstep: Class 28 contains 23689 members 
Mstep: Class 29 contains 408 members 
Mstep: Class 30 contains 3811 members 
Mstep: Class 31 contains 12568 members 
Mstep: Class 32 contains 13759 members 
Mstep: Class 33 contains 8158 members 
Mstep: Class 34 contains 13797 members 
Mstep: Class 35 contains 2399 members 
Mstep: Class 36 contains 11702 members 
Mstep: Class 37 contains 3892 members 
Mstep: Class 38 contains 10174 members 
Mstep: Class 39 contains 38186 members 
Mstep: Class 40 contains 18662 members 
Mstep: Class 41 contains 1394 members 
Mstep: Class 42 contains 24685 members 
Mstep: Class 43 contains 4316 members 
Mstep: Class 44 contains 3287 members 
Mstep: Class 45 contains 4539 members 
Mstep: Class 46 contains 4053 members 
Mstep: Class 47 contains 25818 members 
Mstep: Class 48 contains 818 members 
Mstep: Class 49 contains 3200 members 
Mstep: Class 50 contains 22293 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100307600.000000 Penalty: 110644.859375
Iteration 203Q: 51 clusters Score -1.003076e+08 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 47727 members 
Mstep: Class 2 contains 5060 members 
Mstep: Class 3 contains 2099 members 
Mstep: Class 4 contains 3290 members 
Mstep: Class 5 contains 14510 members 
Mstep: Class 6 contains 1263 members 
Mstep: Class 7 contains 476 members 
Mstep: Class 8 contains 9803 members 
Mstep: Class 9 contains 25399 members 
Mstep: Class 10 contains 33122 members 
Mstep: Class 11 contains 2156 members 
Mstep: Class 12 contains 73187 members 
Mstep: Class 13 contains 18156 members 
Mstep: Class 14 contains 146802 members 
Mstep: Class 15 contains 2484 members 
Mstep: Class 16 contains 17912 members 
Mstep: Class 17 contains 9555 members 
Mstep: Class 18 contains 20935 members 
Mstep: Class 19 contains 34969 members 
Mstep: Class 20 contains 5746 members 
Mstep: Class 21 contains 11919 members 
Mstep: Class 22 contains 3048 members 
Mstep: Class 23 contains 21826 members 
Mstep: Class 24 contains 39378 members 
Mstep: Class 25 contains 7912 members 
Mstep: Class 26 contains 3896 members 
Mstep: Class 27 contains 2332 members 
Mstep: Class 28 contains 23685 members 
Mstep: Class 29 contains 408 members 
Mstep: Class 30 contains 3811 members 
Mstep: Class 31 contains 12568 members 
Mstep: Class 32 contains 13758 members 
Mstep: Class 33 contains 8158 members 
Mstep: Class 34 contains 13797 members 
Mstep: Class 35 contains 2399 members 
Mstep: Class 36 contains 11701 members 
Mstep: Class 37 contains 3895 members 
Mstep: Class 38 contains 10175 members 
Mstep: Class 39 contains 38187 members 
Mstep: Class 40 contains 18663 members 
Mstep: Class 41 contains 1394 members 
Mstep: Class 42 contains 24687 members 
Mstep: Class 43 contains 4316 members 
Mstep: Class 44 contains 3287 members 
Mstep: Class 45 contains 4539 members 
Mstep: Class 46 contains 4061 members 
Mstep: Class 47 contains 25818 members 
Mstep: Class 48 contains 818 members 
Mstep: Class 49 contains 3201 members 
Mstep: Class 50 contains 22293 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100307600.000000 Penalty: 110644.859375
Iteration 204Q: 51 clusters Score -1.003076e+08 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 47727 members 
Mstep: Class 2 contains 5060 members 
Mstep: Class 3 contains 2099 members 
Mstep: Class 4 contains 3290 members 
Mstep: Class 5 contains 14510 members 
Mstep: Class 6 contains 1266 members 
Mstep: Class 7 contains 476 members 
Mstep: Class 8 contains 9810 members 
Mstep: Class 9 contains 25396 members 
Mstep: Class 10 contains 33121 members 
Mstep: Class 11 contains 2156 members 
Mstep: Class 12 contains 73187 members 
Mstep: Class 13 contains 18156 members 
Mstep: Class 14 contains 146804 members 
Mstep: Class 15 contains 2484 members 
Mstep: Class 16 contains 17914 members 
Mstep: Class 17 contains 9557 members 
Mstep: Class 18 contains 20936 members 
Mstep: Class 19 contains 34960 members 
Mstep: Class 20 contains 5744 members 
Mstep: Class 21 contains 11920 members 
Mstep: Class 22 contains 3044 members 
Mstep: Class 23 contains 21828 members 
Mstep: Class 24 contains 39378 members 
Mstep: Class 25 contains 7912 members 
Mstep: Class 26 contains 3894 members 
Mstep: Class 27 contains 2332 members 
Mstep: Class 28 contains 23682 members 
Mstep: Class 29 contains 408 members 
Mstep: Class 30 contains 3811 members 
Mstep: Class 31 contains 12568 members 
Mstep: Class 32 contains 13757 members 
Mstep: Class 33 contains 8158 members 
Mstep: Class 34 contains 13798 members 
Mstep: Class 35 contains 2400 members 
Mstep: Class 36 contains 11701 members 
Mstep: Class 37 contains 3897 members 
Mstep: Class 38 contains 10172 members 
Mstep: Class 39 contains 38186 members 
Mstep: Class 40 contains 18669 members 
Mstep: Class 41 contains 1394 members 
Mstep: Class 42 contains 24683 members 
Mstep: Class 43 contains 4316 members 
Mstep: Class 44 contains 3287 members 
Mstep: Class 45 contains 4539 members 
Mstep: Class 46 contains 4062 members 
Mstep: Class 47 contains 25818 members 
Mstep: Class 48 contains 818 members 
Mstep: Class 49 contains 3202 members 
Mstep: Class 50 contains 22294 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100307528.000000 Penalty: 110644.859375
Iteration 205Q: 51 clusters Score -1.003075e+08 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 47728 members 
Mstep: Class 2 contains 5059 members 
Mstep: Class 3 contains 2099 members 
Mstep: Class 4 contains 3290 members 
Mstep: Class 5 contains 14510 members 
Mstep: Class 6 contains 1269 members 
Mstep: Class 7 contains 476 members 
Mstep: Class 8 contains 9816 members 
Mstep: Class 9 contains 25398 members 
Mstep: Class 10 contains 33121 members 
Mstep: Class 11 contains 2156 members 
Mstep: Class 12 contains 73184 members 
Mstep: Class 13 contains 18156 members 
Mstep: Class 14 contains 146804 members 
Mstep: Class 15 contains 2484 members 
Mstep: Class 16 contains 17917 members 
Mstep: Class 17 contains 9559 members 
Mstep: Class 18 contains 20933 members 
Mstep: Class 19 contains 34952 members 
Mstep: Class 20 contains 5744 members 
Mstep: Class 21 contains 11917 members 
Mstep: Class 22 contains 3045 members 
Mstep: Class 23 contains 21829 members 
Mstep: Class 24 contains 39378 members 
Mstep: Class 25 contains 7911 members 
Mstep: Class 26 contains 3890 members 
Mstep: Class 27 contains 2331 members 
Mstep: Class 28 contains 23685 members 
Mstep: Class 29 contains 408 members 
Mstep: Class 30 contains 3811 members 
Mstep: Class 31 contains 12568 members 
Mstep: Class 32 contains 13755 members 
Mstep: Class 33 contains 8158 members 
Mstep: Class 34 contains 13797 members 
Mstep: Class 35 contains 2400 members 
Mstep: Class 36 contains 11702 members 
Mstep: Class 37 contains 3900 members 
Mstep: Class 38 contains 10172 members 
Mstep: Class 39 contains 38185 members 
Mstep: Class 40 contains 18670 members 
Mstep: Class 41 contains 1394 members 
Mstep: Class 42 contains 24680 members 
Mstep: Class 43 contains 4315 members 
Mstep: Class 44 contains 3287 members 
Mstep: Class 45 contains 4539 members 
Mstep: Class 46 contains 4067 members 
Mstep: Class 47 contains 25819 members 
Mstep: Class 48 contains 818 members 
Mstep: Class 49 contains 3202 members 
Mstep: Class 50 contains 22293 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100307584.000000 Penalty: 110644.859375
Iteration 206Q: 51 clusters Score -1.003076e+08 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 47727 members 
Mstep: Class 2 contains 5058 members 
Mstep: Class 3 contains 2099 members 
Mstep: Class 4 contains 3291 members 
Mstep: Class 5 contains 14510 members 
Mstep: Class 6 contains 1270 members 
Mstep: Class 7 contains 476 members 
Mstep: Class 8 contains 9823 members 
Mstep: Class 9 contains 25401 members 
Mstep: Class 10 contains 33120 members 
Mstep: Class 11 contains 2156 members 
Mstep: Class 12 contains 73180 members 
Mstep: Class 13 contains 18155 members 
Mstep: Class 14 contains 146805 members 
Mstep: Class 15 contains 2484 members 
Mstep: Class 16 contains 17919 members 
Mstep: Class 17 contains 9561 members 
Mstep: Class 18 contains 20930 members 
Mstep: Class 19 contains 34942 members 
Mstep: Class 20 contains 5744 members 
Mstep: Class 21 contains 11919 members 
Mstep: Class 22 contains 3044 members 
Mstep: Class 23 contains 21828 members 
Mstep: Class 24 contains 39379 members 
Mstep: Class 25 contains 7911 members 
Mstep: Class 26 contains 3889 members 
Mstep: Class 27 contains 2332 members 
Mstep: Class 28 contains 23686 members 
Mstep: Class 29 contains 408 members 
Mstep: Class 30 contains 3811 members 
Mstep: Class 31 contains 12568 members 
Mstep: Class 32 contains 13753 members 
Mstep: Class 33 contains 8159 members 
Mstep: Class 34 contains 13797 members 
Mstep: Class 35 contains 2400 members 
Mstep: Class 36 contains 11703 members 
Mstep: Class 37 contains 3900 members 
Mstep: Class 38 contains 10169 members 
Mstep: Class 39 contains 38186 members 
Mstep: Class 40 contains 18673 members 
Mstep: Class 41 contains 1394 members 
Mstep: Class 42 contains 24678 members 
Mstep: Class 43 contains 4315 members 
Mstep: Class 44 contains 3287 members 
Mstep: Class 45 contains 4539 members 
Mstep: Class 46 contains 4069 members 
Mstep: Class 47 contains 25820 members 
Mstep: Class 48 contains 818 members 
Mstep: Class 49 contains 3202 members 
Mstep: Class 50 contains 22293 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100307600.000000 Penalty: 110644.859375
Iteration 207Q: 51 clusters Score -1.003076e+08 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 47727 members 
Mstep: Class 2 contains 5057 members 
Mstep: Class 3 contains 2099 members 
Mstep: Class 4 contains 3292 members 
Mstep: Class 5 contains 14511 members 
Mstep: Class 6 contains 1270 members 
Mstep: Class 7 contains 476 members 
Mstep: Class 8 contains 9831 members 
Mstep: Class 9 contains 25400 members 
Mstep: Class 10 contains 33122 members 
Mstep: Class 11 contains 2156 members 
Mstep: Class 12 contains 73178 members 
Mstep: Class 13 contains 18153 members 
Mstep: Class 14 contains 146803 members 
Mstep: Class 15 contains 2484 members 
Mstep: Class 16 contains 17921 members 
Mstep: Class 17 contains 9561 members 
Mstep: Class 18 contains 20928 members 
Mstep: Class 19 contains 34934 members 
Mstep: Class 20 contains 5744 members 
Mstep: Class 21 contains 11912 members 
Mstep: Class 22 contains 3044 members 
Mstep: Class 23 contains 21830 members 
Mstep: Class 24 contains 39379 members 
Mstep: Class 25 contains 7911 members 
Mstep: Class 26 contains 3887 members 
Mstep: Class 27 contains 2334 members 
Mstep: Class 28 contains 23683 members 
Mstep: Class 29 contains 408 members 
Mstep: Class 30 contains 3811 members 
Mstep: Class 31 contains 12568 members 
Mstep: Class 32 contains 13752 members 
Mstep: Class 33 contains 8161 members 
Mstep: Class 34 contains 13797 members 
Mstep: Class 35 contains 2400 members 
Mstep: Class 36 contains 11704 members 
Mstep: Class 37 contains 3900 members 
Mstep: Class 38 contains 10169 members 
Mstep: Class 39 contains 38186 members 
Mstep: Class 40 contains 18678 members 
Mstep: Class 41 contains 1394 members 
Mstep: Class 42 contains 24677 members 
Mstep: Class 43 contains 4315 members 
Mstep: Class 44 contains 3287 members 
Mstep: Class 45 contains 4541 members 
Mstep: Class 46 contains 4075 members 
Mstep: Class 47 contains 25819 members 
Mstep: Class 48 contains 818 members 
Mstep: Class 49 contains 3202 members 
Mstep: Class 50 contains 22292 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100307648.000000 Penalty: 110644.859375
Iteration 208Q: 51 clusters Score -1.003076e+08 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 47727 members 
Mstep: Class 2 contains 5057 members 
Mstep: Class 3 contains 2099 members 
Mstep: Class 4 contains 3292 members 
Mstep: Class 5 contains 14511 members 
Mstep: Class 6 contains 1270 members 
Mstep: Class 7 contains 476 members 
Mstep: Class 8 contains 9837 members 
Mstep: Class 9 contains 25400 members 
Mstep: Class 10 contains 33125 members 
Mstep: Class 11 contains 2156 members 
Mstep: Class 12 contains 73177 members 
Mstep: Class 13 contains 18152 members 
Mstep: Class 14 contains 146803 members 
Mstep: Class 15 contains 2483 members 
Mstep: Class 16 contains 17926 members 
Mstep: Class 17 contains 9561 members 
Mstep: Class 18 contains 20922 members 
Mstep: Class 19 contains 34926 members 
Mstep: Class 20 contains 5744 members 
Mstep: Class 21 contains 11912 members 
Mstep: Class 22 contains 3043 members 
Mstep: Class 23 contains 21829 members 
Mstep: Class 24 contains 39377 members 
Mstep: Class 25 contains 7911 members 
Mstep: Class 26 contains 3884 members 
Mstep: Class 27 contains 2334 members 
Mstep: Class 28 contains 23684 members 
Mstep: Class 29 contains 408 members 
Mstep: Class 30 contains 3811 members 
Mstep: Class 31 contains 12568 members 
Mstep: Class 32 contains 13750 members 
Mstep: Class 33 contains 8162 members 
Mstep: Class 34 contains 13797 members 
Mstep: Class 35 contains 2400 members 
Mstep: Class 36 contains 11704 members 
Mstep: Class 37 contains 3901 members 
Mstep: Class 38 contains 10169 members 
Mstep: Class 39 contains 38186 members 
Mstep: Class 40 contains 18680 members 
Mstep: Class 41 contains 1394 members 
Mstep: Class 42 contains 24676 members 
Mstep: Class 43 contains 4315 members 
Mstep: Class 44 contains 3287 members 
Mstep: Class 45 contains 4541 members 
Mstep: Class 46 contains 4083 members 
Mstep: Class 47 contains 25819 members 
Mstep: Class 48 contains 818 members 
Mstep: Class 49 contains 3202 members 
Mstep: Class 50 contains 22292 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100307584.000000 Penalty: 110644.859375
Iteration 209Q: 51 clusters Score -1.003076e+08 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 47725 members 
Mstep: Class 2 contains 5056 members 
Mstep: Class 3 contains 2099 members 
Mstep: Class 4 contains 3292 members 
Mstep: Class 5 contains 14511 members 
Mstep: Class 6 contains 1270 members 
Mstep: Class 7 contains 476 members 
Mstep: Class 8 contains 9849 members 
Mstep: Class 9 contains 25399 members 
Mstep: Class 10 contains 33125 members 
Mstep: Class 11 contains 2156 members 
Mstep: Class 12 contains 73175 members 
Mstep: Class 13 contains 18152 members 
Mstep: Class 14 contains 146806 members 
Mstep: Class 15 contains 2482 members 
Mstep: Class 16 contains 17930 members 
Mstep: Class 17 contains 9562 members 
Mstep: Class 18 contains 20926 members 
Mstep: Class 19 contains 34915 members 
Mstep: Class 20 contains 5744 members 
Mstep: Class 21 contains 11911 members 
Mstep: Class 22 contains 3038 members 
Mstep: Class 23 contains 21829 members 
Mstep: Class 24 contains 39376 members 
Mstep: Class 25 contains 7911 members 
Mstep: Class 26 contains 3884 members 
Mstep: Class 27 contains 2334 members 
Mstep: Class 28 contains 23683 members 
Mstep: Class 29 contains 408 members 
Mstep: Class 30 contains 3811 members 
Mstep: Class 31 contains 12568 members 
Mstep: Class 32 contains 13748 members 
Mstep: Class 33 contains 8163 members 
Mstep: Class 34 contains 13797 members 
Mstep: Class 35 contains 2400 members 
Mstep: Class 36 contains 11703 members 
Mstep: Class 37 contains 3901 members 
Mstep: Class 38 contains 10170 members 
Mstep: Class 39 contains 38186 members 
Mstep: Class 40 contains 18679 members 
Mstep: Class 41 contains 1394 members 
Mstep: Class 42 contains 24676 members 
Mstep: Class 43 contains 4315 members 
Mstep: Class 44 contains 3287 members 
Mstep: Class 45 contains 4541 members 
Mstep: Class 46 contains 4086 members 
Mstep: Class 47 contains 25819 members 
Mstep: Class 48 contains 818 members 
Mstep: Class 49 contains 3202 members 
Mstep: Class 50 contains 22293 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100307672.000000 Penalty: 110644.859375
Iteration 210Q: 51 clusters Score -1.003077e+08 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 47727 members 
Mstep: Class 2 contains 5054 members 
Mstep: Class 3 contains 2099 members 
Mstep: Class 4 contains 3292 members 
Mstep: Class 5 contains 14511 members 
Mstep: Class 6 contains 1270 members 
Mstep: Class 7 contains 476 members 
Mstep: Class 8 contains 9859 members 
Mstep: Class 9 contains 25402 members 
Mstep: Class 10 contains 33127 members 
Mstep: Class 11 contains 2156 members 
Mstep: Class 12 contains 73174 members 
Mstep: Class 13 contains 18152 members 
Mstep: Class 14 contains 146803 members 
Mstep: Class 15 contains 2481 members 
Mstep: Class 16 contains 17932 members 
Mstep: Class 17 contains 9563 members 
Mstep: Class 18 contains 20928 members 
Mstep: Class 19 contains 34901 members 
Mstep: Class 20 contains 5744 members 
Mstep: Class 21 contains 11908 members 
Mstep: Class 22 contains 3033 members 
Mstep: Class 23 contains 21831 members 
Mstep: Class 24 contains 39378 members 
Mstep: Class 25 contains 7911 members 
Mstep: Class 26 contains 3883 members 
Mstep: Class 27 contains 2335 members 
Mstep: Class 28 contains 23684 members 
Mstep: Class 29 contains 408 members 
Mstep: Class 30 contains 3811 members 
Mstep: Class 31 contains 12568 members 
Mstep: Class 32 contains 13747 members 
Mstep: Class 33 contains 8163 members 
Mstep: Class 34 contains 13797 members 
Mstep: Class 35 contains 2400 members 
Mstep: Class 36 contains 11701 members 
Mstep: Class 37 contains 3904 members 
Mstep: Class 38 contains 10171 members 
Mstep: Class 39 contains 38184 members 
Mstep: Class 40 contains 18678 members 
Mstep: Class 41 contains 1394 members 
Mstep: Class 42 contains 24677 members 
Mstep: Class 43 contains 4315 members 
Mstep: Class 44 contains 3287 members 
Mstep: Class 45 contains 4541 members 
Mstep: Class 46 contains 4088 members 
Mstep: Class 47 contains 25820 members 
Mstep: Class 48 contains 818 members 
Mstep: Class 49 contains 3202 members 
Mstep: Class 50 contains 22293 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100307648.000000 Penalty: 110644.859375
Iteration 211Q: 51 clusters Score -1.003076e+08 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 47725 members 
Mstep: Class 2 contains 5055 members 
Mstep: Class 3 contains 2099 members 
Mstep: Class 4 contains 3292 members 
Mstep: Class 5 contains 14512 members 
Mstep: Class 6 contains 1271 members 
Mstep: Class 7 contains 476 members 
Mstep: Class 8 contains 9868 members 
Mstep: Class 9 contains 25407 members 
Mstep: Class 10 contains 33124 members 
Mstep: Class 11 contains 2156 members 
Mstep: Class 12 contains 73172 members 
Mstep: Class 13 contains 18152 members 
Mstep: Class 14 contains 146806 members 
Mstep: Class 15 contains 2478 members 
Mstep: Class 16 contains 17932 members 
Mstep: Class 17 contains 9565 members 
Mstep: Class 18 contains 20927 members 
Mstep: Class 19 contains 34895 members 
Mstep: Class 20 contains 5744 members 
Mstep: Class 21 contains 11908 members 
Mstep: Class 22 contains 3027 members 
Mstep: Class 23 contains 21832 members 
Mstep: Class 24 contains 39378 members 
Mstep: Class 25 contains 7911 members 
Mstep: Class 26 contains 3883 members 
Mstep: Class 27 contains 2336 members 
Mstep: Class 28 contains 23686 members 
Mstep: Class 29 contains 408 members 
Mstep: Class 30 contains 3812 members 
Mstep: Class 31 contains 12568 members 
Mstep: Class 32 contains 13747 members 
Mstep: Class 33 contains 8163 members 
Mstep: Class 34 contains 13796 members 
Mstep: Class 35 contains 2400 members 
Mstep: Class 36 contains 11701 members 
Mstep: Class 37 contains 3906 members 
Mstep: Class 38 contains 10170 members 
Mstep: Class 39 contains 38180 members 
Mstep: Class 40 contains 18675 members 
Mstep: Class 41 contains 1394 members 
Mstep: Class 42 contains 24676 members 
Mstep: Class 43 contains 4315 members 
Mstep: Class 44 contains 3287 members 
Mstep: Class 45 contains 4541 members 
Mstep: Class 46 contains 4092 members 
Mstep: Class 47 contains 25819 members 
Mstep: Class 48 contains 818 members 
Mstep: Class 49 contains 3202 members 
Mstep: Class 50 contains 22294 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100307712.000000 Penalty: 110644.859375
Iteration 212Q: 51 clusters Score -1.003077e+08 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 47725 members 
Mstep: Class 2 contains 5054 members 
Mstep: Class 3 contains 2099 members 
Mstep: Class 4 contains 3292 members 
Mstep: Class 5 contains 14512 members 
Mstep: Class 6 contains 1271 members 
Mstep: Class 7 contains 476 members 
Mstep: Class 8 contains 9877 members 
Mstep: Class 9 contains 25410 members 
Mstep: Class 10 contains 33123 members 
Mstep: Class 11 contains 2156 members 
Mstep: Class 12 contains 73172 members 
Mstep: Class 13 contains 18152 members 
Mstep: Class 14 contains 146805 members 
Mstep: Class 15 contains 2478 members 
Mstep: Class 16 contains 17932 members 
Mstep: Class 17 contains 9565 members 
Mstep: Class 18 contains 20928 members 
Mstep: Class 19 contains 34890 members 
Mstep: Class 20 contains 5744 members 
Mstep: Class 21 contains 11906 members 
Mstep: Class 22 contains 3025 members 
Mstep: Class 23 contains 21831 members 
Mstep: Class 24 contains 39378 members 
Mstep: Class 25 contains 7911 members 
Mstep: Class 26 contains 3882 members 
Mstep: Class 27 contains 2336 members 
Mstep: Class 28 contains 23685 members 
Mstep: Class 29 contains 408 members 
Mstep: Class 30 contains 3812 members 
Mstep: Class 31 contains 12568 members 
Mstep: Class 32 contains 13748 members 
Mstep: Class 33 contains 8163 members 
Mstep: Class 34 contains 13795 members 
Mstep: Class 35 contains 2400 members 
Mstep: Class 36 contains 11699 members 
Mstep: Class 37 contains 3908 members 
Mstep: Class 38 contains 10169 members 
Mstep: Class 39 contains 38179 members 
Mstep: Class 40 contains 18677 members 
Mstep: Class 41 contains 1394 members 
Mstep: Class 42 contains 24677 members 
Mstep: Class 43 contains 4315 members 
Mstep: Class 44 contains 3287 members 
Mstep: Class 45 contains 4540 members 
Mstep: Class 46 contains 4094 members 
Mstep: Class 47 contains 25819 members 
Mstep: Class 48 contains 818 members 
Mstep: Class 49 contains 3202 members 
Mstep: Class 50 contains 22294 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100307672.000000 Penalty: 110644.859375
Iteration 213Q: 51 clusters Score -1.003077e+08 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 47723 members 
Mstep: Class 2 contains 5054 members 
Mstep: Class 3 contains 2099 members 
Mstep: Class 4 contains 3292 members 
Mstep: Class 5 contains 14511 members 
Mstep: Class 6 contains 1271 members 
Mstep: Class 7 contains 476 members 
Mstep: Class 8 contains 9892 members 
Mstep: Class 9 contains 25409 members 
Mstep: Class 10 contains 33121 members 
Mstep: Class 11 contains 2156 members 
Mstep: Class 12 contains 73173 members 
Mstep: Class 13 contains 18152 members 
Mstep: Class 14 contains 146807 members 
Mstep: Class 15 contains 2478 members 
Mstep: Class 16 contains 17935 members 
Mstep: Class 17 contains 9567 members 
Mstep: Class 18 contains 20929 members 
Mstep: Class 19 contains 34883 members 
Mstep: Class 20 contains 5744 members 
Mstep: Class 21 contains 11906 members 
Mstep: Class 22 contains 3025 members 
Mstep: Class 23 contains 21828 members 
Mstep: Class 24 contains 39379 members 
Mstep: Class 25 contains 7911 members 
Mstep: Class 26 contains 3881 members 
Mstep: Class 27 contains 2336 members 
Mstep: Class 28 contains 23680 members 
Mstep: Class 29 contains 408 members 
Mstep: Class 30 contains 3810 members 
Mstep: Class 31 contains 12568 members 
Mstep: Class 32 contains 13748 members 
Mstep: Class 33 contains 8163 members 
Mstep: Class 34 contains 13796 members 
Mstep: Class 35 contains 2400 members 
Mstep: Class 36 contains 11700 members 
Mstep: Class 37 contains 3907 members 
Mstep: Class 38 contains 10166 members 
Mstep: Class 39 contains 38176 members 
Mstep: Class 40 contains 18679 members 
Mstep: Class 41 contains 1394 members 
Mstep: Class 42 contains 24677 members 
Mstep: Class 43 contains 4315 members 
Mstep: Class 44 contains 3287 members 
Mstep: Class 45 contains 4542 members 
Mstep: Class 46 contains 4096 members 
Mstep: Class 47 contains 25817 members 
Mstep: Class 48 contains 818 members 
Mstep: Class 49 contains 3202 members 
Mstep: Class 50 contains 22294 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100307752.000000 Penalty: 110644.859375
Iteration 214Q: 51 clusters Score -1.003078e+08 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 47724 members 
Mstep: Class 2 contains 5054 members 
Mstep: Class 3 contains 2099 members 
Mstep: Class 4 contains 3292 members 
Mstep: Class 5 contains 14512 members 
Mstep: Class 6 contains 1271 members 
Mstep: Class 7 contains 476 members 
Mstep: Class 8 contains 9902 members 
Mstep: Class 9 contains 25408 members 
Mstep: Class 10 contains 33121 members 
Mstep: Class 11 contains 2156 members 
Mstep: Class 12 contains 73172 members 
Mstep: Class 13 contains 18152 members 
Mstep: Class 14 contains 146807 members 
Mstep: Class 15 contains 2478 members 
Mstep: Class 16 contains 17938 members 
Mstep: Class 17 contains 9570 members 
Mstep: Class 18 contains 20928 members 
Mstep: Class 19 contains 34877 members 
Mstep: Class 20 contains 5744 members 
Mstep: Class 21 contains 11901 members 
Mstep: Class 22 contains 3025 members 
Mstep: Class 23 contains 21829 members 
Mstep: Class 24 contains 39380 members 
Mstep: Class 25 contains 7911 members 
Mstep: Class 26 contains 3881 members 
Mstep: Class 27 contains 2336 members 
Mstep: Class 28 contains 23678 members 
Mstep: Class 29 contains 408 members 
Mstep: Class 30 contains 3808 members 
Mstep: Class 31 contains 12568 members 
Mstep: Class 32 contains 13745 members 
Mstep: Class 33 contains 8163 members 
Mstep: Class 34 contains 13796 members 
Mstep: Class 35 contains 2400 members 
Mstep: Class 36 contains 11701 members 
Mstep: Class 37 contains 3907 members 
Mstep: Class 38 contains 10164 members 
Mstep: Class 39 contains 38174 members 
Mstep: Class 40 contains 18680 members 
Mstep: Class 41 contains 1394 members 
Mstep: Class 42 contains 24677 members 
Mstep: Class 43 contains 4315 members 
Mstep: Class 44 contains 3287 members 
Mstep: Class 45 contains 4542 members 
Mstep: Class 46 contains 4100 members 
Mstep: Class 47 contains 25816 members 
Mstep: Class 48 contains 818 members 
Mstep: Class 49 contains 3202 members 
Mstep: Class 50 contains 22294 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100307744.000000 Penalty: 110644.859375
Iteration 215Q: 51 clusters Score -1.003077e+08 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 47723 members 
Mstep: Class 2 contains 5054 members 
Mstep: Class 3 contains 2099 members 
Mstep: Class 4 contains 3292 members 
Mstep: Class 5 contains 14514 members 
Mstep: Class 6 contains 1271 members 
Mstep: Class 7 contains 476 members 
Mstep: Class 8 contains 9917 members 
Mstep: Class 9 contains 25405 members 
Mstep: Class 10 contains 33120 members 
Mstep: Class 11 contains 2156 members 
Mstep: Class 12 contains 73169 members 
Mstep: Class 13 contains 18152 members 
Mstep: Class 14 contains 146808 members 
Mstep: Class 15 contains 2478 members 
Mstep: Class 16 contains 17938 members 
Mstep: Class 17 contains 9571 members 
Mstep: Class 18 contains 20927 members 
Mstep: Class 19 contains 34872 members 
Mstep: Class 20 contains 5744 members 
Mstep: Class 21 contains 11899 members 
Mstep: Class 22 contains 3023 members 
Mstep: Class 23 contains 21831 members 
Mstep: Class 24 contains 39379 members 
Mstep: Class 25 contains 7911 members 
Mstep: Class 26 contains 3881 members 
Mstep: Class 27 contains 2336 members 
Mstep: Class 28 contains 23672 members 
Mstep: Class 29 contains 408 members 
Mstep: Class 30 contains 3807 members 
Mstep: Class 31 contains 12568 members 
Mstep: Class 32 contains 13744 members 
Mstep: Class 33 contains 8163 members 
Mstep: Class 34 contains 13796 members 
Mstep: Class 35 contains 2400 members 
Mstep: Class 36 contains 11701 members 
Mstep: Class 37 contains 3907 members 
Mstep: Class 38 contains 10165 members 
Mstep: Class 39 contains 38172 members 
Mstep: Class 40 contains 18683 members 
Mstep: Class 41 contains 1394 members 
Mstep: Class 42 contains 24677 members 
Mstep: Class 43 contains 4315 members 
Mstep: Class 44 contains 3286 members 
Mstep: Class 45 contains 4543 members 
Mstep: Class 46 contains 4102 members 
Mstep: Class 47 contains 25818 members 
Mstep: Class 48 contains 818 members 
Mstep: Class 49 contains 3202 members 
Mstep: Class 50 contains 22294 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100307736.000000 Penalty: 110644.859375
Iteration 216Q: 51 clusters Score -1.003077e+08 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 47722 members 
Mstep: Class 2 contains 5054 members 
Mstep: Class 3 contains 2099 members 
Mstep: Class 4 contains 3292 members 
Mstep: Class 5 contains 14514 members 
Mstep: Class 6 contains 1271 members 
Mstep: Class 7 contains 476 members 
Mstep: Class 8 contains 9937 members 
Mstep: Class 9 contains 25401 members 
Mstep: Class 10 contains 33120 members 
Mstep: Class 11 contains 2156 members 
Mstep: Class 12 contains 73171 members 
Mstep: Class 13 contains 18152 members 
Mstep: Class 14 contains 146808 members 
Mstep: Class 15 contains 2478 members 
Mstep: Class 16 contains 17940 members 
Mstep: Class 17 contains 9571 members 
Mstep: Class 18 contains 20925 members 
Mstep: Class 19 contains 34862 members 
Mstep: Class 20 contains 5744 members 
Mstep: Class 21 contains 11898 members 
Mstep: Class 22 contains 3017 members 
Mstep: Class 23 contains 21832 members 
Mstep: Class 24 contains 39381 members 
Mstep: Class 25 contains 7911 members 
Mstep: Class 26 contains 3882 members 
Mstep: Class 27 contains 2336 members 
Mstep: Class 28 contains 23665 members 
Mstep: Class 29 contains 408 members 
Mstep: Class 30 contains 3805 members 
Mstep: Class 31 contains 12568 members 
Mstep: Class 32 contains 13745 members 
Mstep: Class 33 contains 8163 members 
Mstep: Class 34 contains 13797 members 
Mstep: Class 35 contains 2400 members 
Mstep: Class 36 contains 11700 members 
Mstep: Class 37 contains 3908 members 
Mstep: Class 38 contains 10165 members 
Mstep: Class 39 contains 38172 members 
Mstep: Class 40 contains 18684 members 
Mstep: Class 41 contains 1394 members 
Mstep: Class 42 contains 24676 members 
Mstep: Class 43 contains 4315 members 
Mstep: Class 44 contains 3286 members 
Mstep: Class 45 contains 4543 members 
Mstep: Class 46 contains 4103 members 
Mstep: Class 47 contains 25819 members 
Mstep: Class 48 contains 818 members 
Mstep: Class 49 contains 3202 members 
Mstep: Class 50 contains 22295 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100307800.000000 Penalty: 110644.859375
Iteration 217Q: 51 clusters Score -1.003078e+08 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 47720 members 
Mstep: Class 2 contains 5053 members 
Mstep: Class 3 contains 2099 members 
Mstep: Class 4 contains 3292 members 
Mstep: Class 5 contains 14514 members 
Mstep: Class 6 contains 1271 members 
Mstep: Class 7 contains 476 members 
Mstep: Class 8 contains 9952 members 
Mstep: Class 9 contains 25401 members 
Mstep: Class 10 contains 33118 members 
Mstep: Class 11 contains 2157 members 
Mstep: Class 12 contains 73173 members 
Mstep: Class 13 contains 18152 members 
Mstep: Class 14 contains 146805 members 
Mstep: Class 15 contains 2478 members 
Mstep: Class 16 contains 17943 members 
Mstep: Class 17 contains 9573 members 
Mstep: Class 18 contains 20921 members 
Mstep: Class 19 contains 34856 members 
Mstep: Class 20 contains 5744 members 
Mstep: Class 21 contains 11897 members 
Mstep: Class 22 contains 3016 members 
Mstep: Class 23 contains 21833 members 
Mstep: Class 24 contains 39379 members 
Mstep: Class 25 contains 7911 members 
Mstep: Class 26 contains 3882 members 
Mstep: Class 27 contains 2336 members 
Mstep: Class 28 contains 23660 members 
Mstep: Class 29 contains 408 members 
Mstep: Class 30 contains 3803 members 
Mstep: Class 31 contains 12568 members 
Mstep: Class 32 contains 13744 members 
Mstep: Class 33 contains 8163 members 
Mstep: Class 34 contains 13797 members 
Mstep: Class 35 contains 2400 members 
Mstep: Class 36 contains 11699 members 
Mstep: Class 37 contains 3908 members 
Mstep: Class 38 contains 10166 members 
Mstep: Class 39 contains 38175 members 
Mstep: Class 40 contains 18684 members 
Mstep: Class 41 contains 1394 members 
Mstep: Class 42 contains 24676 members 
Mstep: Class 43 contains 4315 members 
Mstep: Class 44 contains 3286 members 
Mstep: Class 45 contains 4543 members 
Mstep: Class 46 contains 4105 members 
Mstep: Class 47 contains 25819 members 
Mstep: Class 48 contains 818 members 
Mstep: Class 49 contains 3202 members 
Mstep: Class 50 contains 22296 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100307776.000000 Penalty: 110644.859375
Iteration 218Q: 51 clusters Score -1.003078e+08 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 47719 members 
Mstep: Class 2 contains 5053 members 
Mstep: Class 3 contains 2099 members 
Mstep: Class 4 contains 3292 members 
Mstep: Class 5 contains 14514 members 
Mstep: Class 6 contains 1271 members 
Mstep: Class 7 contains 476 members 
Mstep: Class 8 contains 9953 members 
Mstep: Class 9 contains 25400 members 
Mstep: Class 10 contains 33117 members 
Mstep: Class 11 contains 2158 members 
Mstep: Class 12 contains 73173 members 
Mstep: Class 13 contains 18152 members 
Mstep: Class 14 contains 146804 members 
Mstep: Class 15 contains 2478 members 
Mstep: Class 16 contains 17945 members 
Mstep: Class 17 contains 9575 members 
Mstep: Class 18 contains 20921 members 
Mstep: Class 19 contains 34853 members 
Mstep: Class 20 contains 5744 members 
Mstep: Class 21 contains 11895 members 
Mstep: Class 22 contains 3015 members 
Mstep: Class 23 contains 21835 members 
Mstep: Class 24 contains 39377 members 
Mstep: Class 25 contains 7910 members 
Mstep: Class 26 contains 3882 members 
Mstep: Class 27 contains 2336 members 
Mstep: Class 28 contains 23661 members 
Mstep: Class 29 contains 408 members 
Mstep: Class 30 contains 3803 members 
Mstep: Class 31 contains 12568 members 
Mstep: Class 32 contains 13743 members 
Mstep: Class 33 contains 8163 members 
Mstep: Class 34 contains 13797 members 
Mstep: Class 35 contains 2400 members 
Mstep: Class 36 contains 11699 members 
Mstep: Class 37 contains 3911 members 
Mstep: Class 38 contains 10166 members 
Mstep: Class 39 contains 38174 members 
Mstep: Class 40 contains 18685 members 
Mstep: Class 41 contains 1394 members 
Mstep: Class 42 contains 24677 members 
Mstep: Class 43 contains 4315 members 
Mstep: Class 44 contains 3286 members 
Mstep: Class 45 contains 4543 members 
Mstep: Class 46 contains 4106 members 
Mstep: Class 47 contains 25819 members 
Mstep: Class 48 contains 818 members 
Mstep: Class 49 contains 3202 members 
Mstep: Class 50 contains 22296 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100307656.000000 Penalty: 110644.859375
Iteration 219Q: 51 clusters Score -1.003077e+08 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 47720 members 
Mstep: Class 2 contains 5054 members 
Mstep: Class 3 contains 2099 members 
Mstep: Class 4 contains 3292 members 
Mstep: Class 5 contains 14514 members 
Mstep: Class 6 contains 1271 members 
Mstep: Class 7 contains 476 members 
Mstep: Class 8 contains 9955 members 
Mstep: Class 9 contains 25402 members 
Mstep: Class 10 contains 33119 members 
Mstep: Class 11 contains 2159 members 
Mstep: Class 12 contains 73175 members 
Mstep: Class 13 contains 18152 members 
Mstep: Class 14 contains 146801 members 
Mstep: Class 15 contains 2478 members 
Mstep: Class 16 contains 17948 members 
Mstep: Class 17 contains 9574 members 
Mstep: Class 18 contains 20917 members 
Mstep: Class 19 contains 34846 members 
Mstep: Class 20 contains 5744 members 
Mstep: Class 21 contains 11892 members 
Mstep: Class 22 contains 3016 members 
Mstep: Class 23 contains 21837 members 
Mstep: Class 24 contains 39374 members 
Mstep: Class 25 contains 7908 members 
Mstep: Class 26 contains 3882 members 
Mstep: Class 27 contains 2336 members 
Mstep: Class 28 contains 23660 members 
Mstep: Class 29 contains 408 members 
Mstep: Class 30 contains 3803 members 
Mstep: Class 31 contains 12568 members 
Mstep: Class 32 contains 13743 members 
Mstep: Class 33 contains 8163 members 
Mstep: Class 34 contains 13797 members 
Mstep: Class 35 contains 2400 members 
Mstep: Class 36 contains 11700 members 
Mstep: Class 37 contains 3911 members 
Mstep: Class 38 contains 10166 members 
Mstep: Class 39 contains 38175 members 
Mstep: Class 40 contains 18688 members 
Mstep: Class 41 contains 1394 members 
Mstep: Class 42 contains 24677 members 
Mstep: Class 43 contains 4315 members 
Mstep: Class 44 contains 3286 members 
Mstep: Class 45 contains 4543 members 
Mstep: Class 46 contains 4108 members 
Mstep: Class 47 contains 25819 members 
Mstep: Class 48 contains 818 members 
Mstep: Class 49 contains 3202 members 
Mstep: Class 50 contains 22296 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100307696.000000 Penalty: 110644.859375
Iteration 220F: 51 clusters Score -1.003077e+08 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 47720 members 
Mstep: Class 2 contains 5055 members 
Mstep: Class 3 contains 2099 members 
Mstep: Class 4 contains 3292 members 
Mstep: Class 5 contains 14513 members 
Mstep: Class 6 contains 1271 members 
Mstep: Class 7 contains 476 members 
Mstep: Class 8 contains 9960 members 
Mstep: Class 9 contains 25403 members 
Mstep: Class 10 contains 33117 members 
Mstep: Class 11 contains 2162 members 
Mstep: Class 12 contains 73174 members 
Mstep: Class 13 contains 18152 members 
Mstep: Class 14 contains 146800 members 
Mstep: Class 15 contains 2478 members 
Mstep: Class 16 contains 17951 members 
Mstep: Class 17 contains 9574 members 
Mstep: Class 18 contains 20910 members 
Mstep: Class 19 contains 34842 members 
Mstep: Class 20 contains 5744 members 
Mstep: Class 21 contains 11891 members 
Mstep: Class 22 contains 3018 members 
Mstep: Class 23 contains 21839 members 
Mstep: Class 24 contains 39373 members 
Mstep: Class 25 contains 7909 members 
Mstep: Class 26 contains 3882 members 
Mstep: Class 27 contains 2336 members 
Mstep: Class 28 contains 23659 members 
Mstep: Class 29 contains 408 members 
Mstep: Class 30 contains 3803 members 
Mstep: Class 31 contains 12568 members 
Mstep: Class 32 contains 13743 members 
Mstep: Class 33 contains 8163 members 
Mstep: Class 34 contains 13797 members 
Mstep: Class 35 contains 2400 members 
Mstep: Class 36 contains 11700 members 
Mstep: Class 37 contains 3911 members 
Mstep: Class 38 contains 10164 members 
Mstep: Class 39 contains 38178 members 
Mstep: Class 40 contains 18689 members 
Mstep: Class 41 contains 1394 members 
Mstep: Class 42 contains 24677 members 
Mstep: Class 43 contains 4315 members 
Mstep: Class 44 contains 3286 members 
Mstep: Class 45 contains 4543 members 
Mstep: Class 46 contains 4109 members 
Mstep: Class 47 contains 25818 members 
Mstep: Class 48 contains 818 members 
Mstep: Class 49 contains 3202 members 
Mstep: Class 50 contains 22295 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100307680.000000 Penalty: 110644.859375
Iteration 221Q: 51 clusters Score -1.003077e+08 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 47719 members 
Mstep: Class 2 contains 5055 members 
Mstep: Class 3 contains 2099 members 
Mstep: Class 4 contains 3292 members 
Mstep: Class 5 contains 14513 members 
Mstep: Class 6 contains 1271 members 
Mstep: Class 7 contains 476 members 
Mstep: Class 8 contains 9966 members 
Mstep: Class 9 contains 25404 members 
Mstep: Class 10 contains 33118 members 
Mstep: Class 11 contains 2162 members 
Mstep: Class 12 contains 73173 members 
Mstep: Class 13 contains 18152 members 
Mstep: Class 14 contains 146800 members 
Mstep: Class 15 contains 2478 members 
Mstep: Class 16 contains 17952 members 
Mstep: Class 17 contains 9574 members 
Mstep: Class 18 contains 20901 members 
Mstep: Class 19 contains 34838 members 
Mstep: Class 20 contains 5744 members 
Mstep: Class 21 contains 11892 members 
Mstep: Class 22 contains 3019 members 
Mstep: Class 23 contains 21840 members 
Mstep: Class 24 contains 39373 members 
Mstep: Class 25 contains 7909 members 
Mstep: Class 26 contains 3882 members 
Mstep: Class 27 contains 2336 members 
Mstep: Class 28 contains 23654 members 
Mstep: Class 29 contains 408 members 
Mstep: Class 30 contains 3803 members 
Mstep: Class 31 contains 12569 members 
Mstep: Class 32 contains 13744 members 
Mstep: Class 33 contains 8163 members 
Mstep: Class 34 contains 13797 members 
Mstep: Class 35 contains 2401 members 
Mstep: Class 36 contains 11700 members 
Mstep: Class 37 contains 3912 members 
Mstep: Class 38 contains 10167 members 
Mstep: Class 39 contains 38178 members 
Mstep: Class 40 contains 18690 members 
Mstep: Class 41 contains 1394 members 
Mstep: Class 42 contains 24677 members 
Mstep: Class 43 contains 4315 members 
Mstep: Class 44 contains 3286 members 
Mstep: Class 45 contains 4543 members 
Mstep: Class 46 contains 4110 members 
Mstep: Class 47 contains 25818 members 
Mstep: Class 48 contains 818 members 
Mstep: Class 49 contains 3202 members 
Mstep: Class 50 contains 22294 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100307656.000000 Penalty: 110644.859375
Iteration 222Q: 51 clusters Score -1.003077e+08 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 47719 members 
Mstep: Class 2 contains 5055 members 
Mstep: Class 3 contains 2099 members 
Mstep: Class 4 contains 3292 members 
Mstep: Class 5 contains 14512 members 
Mstep: Class 6 contains 1272 members 
Mstep: Class 7 contains 476 members 
Mstep: Class 8 contains 9967 members 
Mstep: Class 9 contains 25404 members 
Mstep: Class 10 contains 33118 members 
Mstep: Class 11 contains 2160 members 
Mstep: Class 12 contains 73173 members 
Mstep: Class 13 contains 18152 members 
Mstep: Class 14 contains 146797 members 
Mstep: Class 15 contains 2478 members 
Mstep: Class 16 contains 17953 members 
Mstep: Class 17 contains 9574 members 
Mstep: Class 18 contains 20896 members 
Mstep: Class 19 contains 34836 members 
Mstep: Class 20 contains 5744 members 
Mstep: Class 21 contains 11893 members 
Mstep: Class 22 contains 3019 members 
Mstep: Class 23 contains 21839 members 
Mstep: Class 24 contains 39374 members 
Mstep: Class 25 contains 7909 members 
Mstep: Class 26 contains 3882 members 
Mstep: Class 27 contains 2336 members 
Mstep: Class 28 contains 23655 members 
Mstep: Class 29 contains 408 members 
Mstep: Class 30 contains 3803 members 
Mstep: Class 31 contains 12571 members 
Mstep: Class 32 contains 13744 members 
Mstep: Class 33 contains 8163 members 
Mstep: Class 34 contains 13797 members 
Mstep: Class 35 contains 2402 members 
Mstep: Class 36 contains 11700 members 
Mstep: Class 37 contains 3912 members 
Mstep: Class 38 contains 10169 members 
Mstep: Class 39 contains 38179 members 
Mstep: Class 40 contains 18690 members 
Mstep: Class 41 contains 1394 members 
Mstep: Class 42 contains 24677 members 
Mstep: Class 43 contains 4315 members 
Mstep: Class 44 contains 3286 members 
Mstep: Class 45 contains 4543 members 
Mstep: Class 46 contains 4112 members 
Mstep: Class 47 contains 25818 members 
Mstep: Class 48 contains 818 members 
Mstep: Class 49 contains 3202 members 
Mstep: Class 50 contains 22294 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100307664.000000 Penalty: 110644.859375
Iteration 223Q: 51 clusters Score -1.003077e+08 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 47719 members 
Mstep: Class 2 contains 5055 members 
Mstep: Class 3 contains 2099 members 
Mstep: Class 4 contains 3292 members 
Mstep: Class 5 contains 14512 members 
Mstep: Class 6 contains 1272 members 
Mstep: Class 7 contains 476 members 
Mstep: Class 8 contains 9975 members 
Mstep: Class 9 contains 25404 members 
Mstep: Class 10 contains 33121 members 
Mstep: Class 11 contains 2160 members 
Mstep: Class 12 contains 73170 members 
Mstep: Class 13 contains 18152 members 
Mstep: Class 14 contains 146796 members 
Mstep: Class 15 contains 2478 members 
Mstep: Class 16 contains 17955 members 
Mstep: Class 17 contains 9574 members 
Mstep: Class 18 contains 20888 members 
Mstep: Class 19 contains 34832 members 
Mstep: Class 20 contains 5744 members 
Mstep: Class 21 contains 11896 members 
Mstep: Class 22 contains 3019 members 
Mstep: Class 23 contains 21838 members 
Mstep: Class 24 contains 39374 members 
Mstep: Class 25 contains 7909 members 
Mstep: Class 26 contains 3881 members 
Mstep: Class 27 contains 2336 members 
Mstep: Class 28 contains 23653 members 
Mstep: Class 29 contains 408 members 
Mstep: Class 30 contains 3803 members 
Mstep: Class 31 contains 12571 members 
Mstep: Class 32 contains 13743 members 
Mstep: Class 33 contains 8163 members 
Mstep: Class 34 contains 13797 members 
Mstep: Class 35 contains 2403 members 
Mstep: Class 36 contains 11700 members 
Mstep: Class 37 contains 3912 members 
Mstep: Class 38 contains 10169 members 
Mstep: Class 39 contains 38179 members 
Mstep: Class 40 contains 18690 members 
Mstep: Class 41 contains 1394 members 
Mstep: Class 42 contains 24678 members 
Mstep: Class 43 contains 4315 members 
Mstep: Class 44 contains 3286 members 
Mstep: Class 45 contains 4543 members 
Mstep: Class 46 contains 4115 members 
Mstep: Class 47 contains 25818 members 
Mstep: Class 48 contains 818 members 
Mstep: Class 49 contains 3202 members 
Mstep: Class 50 contains 22294 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100307728.000000 Penalty: 110644.859375
Iteration 224Q: 51 clusters Score -1.003077e+08 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 47716 members 
Mstep: Class 2 contains 5055 members 
Mstep: Class 3 contains 2099 members 
Mstep: Class 4 contains 3292 members 
Mstep: Class 5 contains 14512 members 
Mstep: Class 6 contains 1273 members 
Mstep: Class 7 contains 476 members 
Mstep: Class 8 contains 9985 members 
Mstep: Class 9 contains 25405 members 
Mstep: Class 10 contains 33121 members 
Mstep: Class 11 contains 2160 members 
Mstep: Class 12 contains 73168 members 
Mstep: Class 13 contains 18151 members 
Mstep: Class 14 contains 146796 members 
Mstep: Class 15 contains 2478 members 
Mstep: Class 16 contains 17955 members 
Mstep: Class 17 contains 9573 members 
Mstep: Class 18 contains 20881 members 
Mstep: Class 19 contains 34827 members 
Mstep: Class 20 contains 5744 members 
Mstep: Class 21 contains 11897 members 
Mstep: Class 22 contains 3019 members 
Mstep: Class 23 contains 21838 members 
Mstep: Class 24 contains 39374 members 
Mstep: Class 25 contains 7909 members 
Mstep: Class 26 contains 3881 members 
Mstep: Class 27 contains 2336 members 
Mstep: Class 28 contains 23654 members 
Mstep: Class 29 contains 408 members 
Mstep: Class 30 contains 3803 members 
Mstep: Class 31 contains 12571 members 
Mstep: Class 32 contains 13741 members 
Mstep: Class 33 contains 8163 members 
Mstep: Class 34 contains 13797 members 
Mstep: Class 35 contains 2403 members 
Mstep: Class 36 contains 11700 members 
Mstep: Class 37 contains 3913 members 
Mstep: Class 38 contains 10167 members 
Mstep: Class 39 contains 38180 members 
Mstep: Class 40 contains 18693 members 
Mstep: Class 41 contains 1394 members 
Mstep: Class 42 contains 24679 members 
Mstep: Class 43 contains 4315 members 
Mstep: Class 44 contains 3286 members 
Mstep: Class 45 contains 4543 members 
Mstep: Class 46 contains 4118 members 
Mstep: Class 47 contains 25818 members 
Mstep: Class 48 contains 818 members 
Mstep: Class 49 contains 3202 members 
Mstep: Class 50 contains 22294 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100307680.000000 Penalty: 110644.859375
Iteration 225Q: 51 clusters Score -1.003077e+08 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 47715 members 
Mstep: Class 2 contains 5055 members 
Mstep: Class 3 contains 2099 members 
Mstep: Class 4 contains 3292 members 
Mstep: Class 5 contains 14513 members 
Mstep: Class 6 contains 1273 members 
Mstep: Class 7 contains 476 members 
Mstep: Class 8 contains 9997 members 
Mstep: Class 9 contains 25408 members 
Mstep: Class 10 contains 33122 members 
Mstep: Class 11 contains 2160 members 
Mstep: Class 12 contains 73165 members 
Mstep: Class 13 contains 18152 members 
Mstep: Class 14 contains 146794 members 
Mstep: Class 15 contains 2477 members 
Mstep: Class 16 contains 17956 members 
Mstep: Class 17 contains 9572 members 
Mstep: Class 18 contains 20878 members 
Mstep: Class 19 contains 34822 members 
Mstep: Class 20 contains 5744 members 
Mstep: Class 21 contains 11897 members 
Mstep: Class 22 contains 3019 members 
Mstep: Class 23 contains 21837 members 
Mstep: Class 24 contains 39374 members 
Mstep: Class 25 contains 7909 members 
Mstep: Class 26 contains 3881 members 
Mstep: Class 27 contains 2336 members 
Mstep: Class 28 contains 23649 members 
Mstep: Class 29 contains 408 members 
Mstep: Class 30 contains 3801 members 
Mstep: Class 31 contains 12571 members 
Mstep: Class 32 contains 13740 members 
Mstep: Class 33 contains 8162 members 
Mstep: Class 34 contains 13797 members 
Mstep: Class 35 contains 2404 members 
Mstep: Class 36 contains 11700 members 
Mstep: Class 37 contains 3913 members 
Mstep: Class 38 contains 10169 members 
Mstep: Class 39 contains 38179 members 
Mstep: Class 40 contains 18696 members 
Mstep: Class 41 contains 1394 members 
Mstep: Class 42 contains 24680 members 
Mstep: Class 43 contains 4315 members 
Mstep: Class 44 contains 3286 members 
Mstep: Class 45 contains 4543 members 
Mstep: Class 46 contains 4120 members 
Mstep: Class 47 contains 25817 members 
Mstep: Class 48 contains 818 members 
Mstep: Class 49 contains 3202 members 
Mstep: Class 50 contains 22294 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100307664.000000 Penalty: 110644.859375
Iteration 226Q: 51 clusters Score -1.003077e+08 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 47714 members 
Mstep: Class 2 contains 5055 members 
Mstep: Class 3 contains 2099 members 
Mstep: Class 4 contains 3292 members 
Mstep: Class 5 contains 14513 members 
Mstep: Class 6 contains 1273 members 
Mstep: Class 7 contains 476 members 
Mstep: Class 8 contains 10004 members 
Mstep: Class 9 contains 25409 members 
Mstep: Class 10 contains 33122 members 
Mstep: Class 11 contains 2160 members 
Mstep: Class 12 contains 73162 members 
Mstep: Class 13 contains 18152 members 
Mstep: Class 14 contains 146793 members 
Mstep: Class 15 contains 2477 members 
Mstep: Class 16 contains 17955 members 
Mstep: Class 17 contains 9572 members 
Mstep: Class 18 contains 20876 members 
Mstep: Class 19 contains 34818 members 
Mstep: Class 20 contains 5744 members 
Mstep: Class 21 contains 11894 members 
Mstep: Class 22 contains 3017 members 
Mstep: Class 23 contains 21838 members 
Mstep: Class 24 contains 39375 members 
Mstep: Class 25 contains 7909 members 
Mstep: Class 26 contains 3881 members 
Mstep: Class 27 contains 2336 members 
Mstep: Class 28 contains 23647 members 
Mstep: Class 29 contains 408 members 
Mstep: Class 30 contains 3801 members 
Mstep: Class 31 contains 12571 members 
Mstep: Class 32 contains 13740 members 
Mstep: Class 33 contains 8162 members 
Mstep: Class 34 contains 13797 members 
Mstep: Class 35 contains 2404 members 
Mstep: Class 36 contains 11701 members 
Mstep: Class 37 contains 3915 members 
Mstep: Class 38 contains 10168 members 
Mstep: Class 39 contains 38179 members 
Mstep: Class 40 contains 18698 members 
Mstep: Class 41 contains 1394 members 
Mstep: Class 42 contains 24681 members 
Mstep: Class 43 contains 4315 members 
Mstep: Class 44 contains 3286 members 
Mstep: Class 45 contains 4543 members 
Mstep: Class 46 contains 4125 members 
Mstep: Class 47 contains 25816 members 
Mstep: Class 48 contains 818 members 
Mstep: Class 49 contains 3202 members 
Mstep: Class 50 contains 22294 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100307616.000000 Penalty: 110644.859375
Iteration 227Q: 51 clusters Score -1.003076e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 47714 members 
Mstep: Class 2 contains 5055 members 
Mstep: Class 3 contains 2099 members 
Mstep: Class 4 contains 3292 members 
Mstep: Class 5 contains 14514 members 
Mstep: Class 6 contains 1273 members 
Mstep: Class 7 contains 476 members 
Mstep: Class 8 contains 10009 members 
Mstep: Class 9 contains 25408 members 
Mstep: Class 10 contains 33122 members 
Mstep: Class 11 contains 2161 members 
Mstep: Class 12 contains 73164 members 
Mstep: Class 13 contains 18152 members 
Mstep: Class 14 contains 146792 members 
Mstep: Class 15 contains 2477 members 
Mstep: Class 16 contains 17956 members 
Mstep: Class 17 contains 9572 members 
Mstep: Class 18 contains 20874 members 
Mstep: Class 19 contains 34815 members 
Mstep: Class 20 contains 5744 members 
Mstep: Class 21 contains 11892 members 
Mstep: Class 22 contains 3017 members 
Mstep: Class 23 contains 21838 members 
Mstep: Class 24 contains 39375 members 
Mstep: Class 25 contains 7909 members 
Mstep: Class 26 contains 3881 members 
Mstep: Class 27 contains 2336 members 
Mstep: Class 28 contains 23645 members 
Mstep: Class 29 contains 408 members 
Mstep: Class 30 contains 3801 members 
Mstep: Class 31 contains 12571 members 
Mstep: Class 32 contains 13740 members 
Mstep: Class 33 contains 8162 members 
Mstep: Class 34 contains 13797 members 
Mstep: Class 35 contains 2404 members 
Mstep: Class 36 contains 11700 members 
Mstep: Class 37 contains 3915 members 
Mstep: Class 38 contains 10169 members 
Mstep: Class 39 contains 38178 members 
Mstep: Class 40 contains 18699 members 
Mstep: Class 41 contains 1394 members 
Mstep: Class 42 contains 24681 members 
Mstep: Class 43 contains 4315 members 
Mstep: Class 44 contains 3286 members 
Mstep: Class 45 contains 4543 members 
Mstep: Class 46 contains 4126 members 
Mstep: Class 47 contains 25816 members 
Mstep: Class 48 contains 818 members 
Mstep: Class 49 contains 3202 members 
Mstep: Class 50 contains 22294 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100307584.000000 Penalty: 110644.859375
Iteration 228Q: 51 clusters Score -1.003076e+08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 47714 members 
Mstep: Class 2 contains 5055 members 
Mstep: Class 3 contains 2099 members 
Mstep: Class 4 contains 3292 members 
Mstep: Class 5 contains 14515 members 
Mstep: Class 6 contains 1273 members 
Mstep: Class 7 contains 476 members 
Mstep: Class 8 contains 10012 members 
Mstep: Class 9 contains 25407 members 
Mstep: Class 10 contains 33122 members 
Mstep: Class 11 contains 2161 members 
Mstep: Class 12 contains 73163 members 
Mstep: Class 13 contains 18152 members 
Mstep: Class 14 contains 146792 members 
Mstep: Class 15 contains 2477 members 
Mstep: Class 16 contains 17957 members 
Mstep: Class 17 contains 9572 members 
Mstep: Class 18 contains 20872 members 
Mstep: Class 19 contains 34813 members 
Mstep: Class 20 contains 5744 members 
Mstep: Class 21 contains 11892 members 
Mstep: Class 22 contains 3017 members 
Mstep: Class 23 contains 21839 members 
Mstep: Class 24 contains 39376 members 
Mstep: Class 25 contains 7909 members 
Mstep: Class 26 contains 3881 members 
Mstep: Class 27 contains 2336 members 
Mstep: Class 28 contains 23644 members 
Mstep: Class 29 contains 408 members 
Mstep: Class 30 contains 3801 members 
Mstep: Class 31 contains 12571 members 
Mstep: Class 32 contains 13739 members 
Mstep: Class 33 contains 8162 members 
Mstep: Class 34 contains 13797 members 
Mstep: Class 35 contains 2404 members 
Mstep: Class 36 contains 11700 members 
Mstep: Class 37 contains 3916 members 
Mstep: Class 38 contains 10169 members 
Mstep: Class 39 contains 38176 members 
Mstep: Class 40 contains 18701 members 
Mstep: Class 41 contains 1394 members 
Mstep: Class 42 contains 24681 members 
Mstep: Class 43 contains 4315 members 
Mstep: Class 44 contains 3286 members 
Mstep: Class 45 contains 4543 members 
Mstep: Class 46 contains 4127 members 
Mstep: Class 47 contains 25815 members 
Mstep: Class 48 contains 818 members 
Mstep: Class 49 contains 3202 members 
Mstep: Class 50 contains 22294 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100307640.000000 Penalty: 110644.859375
Iteration 229Q: 51 clusters Score -1.003076e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 47714 members 
Mstep: Class 2 contains 5055 members 
Mstep: Class 3 contains 2099 members 
Mstep: Class 4 contains 3292 members 
Mstep: Class 5 contains 14515 members 
Mstep: Class 6 contains 1273 members 
Mstep: Class 7 contains 476 members 
Mstep: Class 8 contains 10021 members 
Mstep: Class 9 contains 25406 members 
Mstep: Class 10 contains 33121 members 
Mstep: Class 11 contains 2161 members 
Mstep: Class 12 contains 73160 members 
Mstep: Class 13 contains 18152 members 
Mstep: Class 14 contains 146792 members 
Mstep: Class 15 contains 2477 members 
Mstep: Class 16 contains 17957 members 
Mstep: Class 17 contains 9572 members 
Mstep: Class 18 contains 20869 members 
Mstep: Class 19 contains 34812 members 
Mstep: Class 20 contains 5744 members 
Mstep: Class 21 contains 11892 members 
Mstep: Class 22 contains 3017 members 
Mstep: Class 23 contains 21839 members 
Mstep: Class 24 contains 39377 members 
Mstep: Class 25 contains 7909 members 
Mstep: Class 26 contains 3879 members 
Mstep: Class 27 contains 2336 members 
Mstep: Class 28 contains 23644 members 
Mstep: Class 29 contains 408 members 
Mstep: Class 30 contains 3801 members 
Mstep: Class 31 contains 12571 members 
Mstep: Class 32 contains 13739 members 
Mstep: Class 33 contains 8162 members 
Mstep: Class 34 contains 13797 members 
Mstep: Class 35 contains 2404 members 
Mstep: Class 36 contains 11699 members 
Mstep: Class 37 contains 3917 members 
Mstep: Class 38 contains 10169 members 
Mstep: Class 39 contains 38176 members 
Mstep: Class 40 contains 18699 members 
Mstep: Class 41 contains 1394 members 
Mstep: Class 42 contains 24681 members 
Mstep: Class 43 contains 4315 members 
Mstep: Class 44 contains 3286 members 
Mstep: Class 45 contains 4543 members 
Mstep: Class 46 contains 4127 members 
Mstep: Class 47 contains 25818 members 
Mstep: Class 48 contains 818 members 
Mstep: Class 49 contains 3202 members 
Mstep: Class 50 contains 22294 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100307568.000000 Penalty: 110644.859375
Iteration 230Q: 51 clusters Score -1.003076e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 47714 members 
Mstep: Class 2 contains 5055 members 
Mstep: Class 3 contains 2099 members 
Mstep: Class 4 contains 3292 members 
Mstep: Class 5 contains 14515 members 
Mstep: Class 6 contains 1273 members 
Mstep: Class 7 contains 476 members 
Mstep: Class 8 contains 10031 members 
Mstep: Class 9 contains 25405 members 
Mstep: Class 10 contains 33120 members 
Mstep: Class 11 contains 2161 members 
Mstep: Class 12 contains 73158 members 
Mstep: Class 13 contains 18152 members 
Mstep: Class 14 contains 146792 members 
Mstep: Class 15 contains 2477 members 
Mstep: Class 16 contains 17958 members 
Mstep: Class 17 contains 9572 members 
Mstep: Class 18 contains 20868 members 
Mstep: Class 19 contains 34811 members 
Mstep: Class 20 contains 5744 members 
Mstep: Class 21 contains 11893 members 
Mstep: Class 22 contains 3017 members 
Mstep: Class 23 contains 21839 members 
Mstep: Class 24 contains 39376 members 
Mstep: Class 25 contains 7909 members 
Mstep: Class 26 contains 3876 members 
Mstep: Class 27 contains 2336 members 
Mstep: Class 28 contains 23643 members 
Mstep: Class 29 contains 408 members 
Mstep: Class 30 contains 3801 members 
Mstep: Class 31 contains 12571 members 
Mstep: Class 32 contains 13739 members 
Mstep: Class 33 contains 8162 members 
Mstep: Class 34 contains 13797 members 
Mstep: Class 35 contains 2404 members 
Mstep: Class 36 contains 11699 members 
Mstep: Class 37 contains 3918 members 
Mstep: Class 38 contains 10169 members 
Mstep: Class 39 contains 38176 members 
Mstep: Class 40 contains 18697 members 
Mstep: Class 41 contains 1394 members 
Mstep: Class 42 contains 24681 members 
Mstep: Class 43 contains 4314 members 
Mstep: Class 44 contains 3286 members 
Mstep: Class 45 contains 4543 members 
Mstep: Class 46 contains 4128 members 
Mstep: Class 47 contains 25818 members 
Mstep: Class 48 contains 818 members 
Mstep: Class 49 contains 3202 members 
Mstep: Class 50 contains 22294 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100307584.000000 Penalty: 110644.859375
Iteration 231Q: 51 clusters Score -1.003076e+08 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 47714 members 
Mstep: Class 2 contains 5055 members 
Mstep: Class 3 contains 2099 members 
Mstep: Class 4 contains 3292 members 
Mstep: Class 5 contains 14516 members 
Mstep: Class 6 contains 1273 members 
Mstep: Class 7 contains 476 members 
Mstep: Class 8 contains 10033 members 
Mstep: Class 9 contains 25410 members 
Mstep: Class 10 contains 33120 members 
Mstep: Class 11 contains 2161 members 
Mstep: Class 12 contains 73158 members 
Mstep: Class 13 contains 18152 members 
Mstep: Class 14 contains 146789 members 
Mstep: Class 15 contains 2477 members 
Mstep: Class 16 contains 17960 members 
Mstep: Class 17 contains 9572 members 
Mstep: Class 18 contains 20866 members 
Mstep: Class 19 contains 34812 members 
Mstep: Class 20 contains 5744 members 
Mstep: Class 21 contains 11894 members 
Mstep: Class 22 contains 3017 members 
Mstep: Class 23 contains 21839 members 
Mstep: Class 24 contains 39376 members 
Mstep: Class 25 contains 7909 members 
Mstep: Class 26 contains 3872 members 
Mstep: Class 27 contains 2336 members 
Mstep: Class 28 contains 23641 members 
Mstep: Class 29 contains 408 members 
Mstep: Class 30 contains 3801 members 
Mstep: Class 31 contains 12571 members 
Mstep: Class 32 contains 13738 members 
Mstep: Class 33 contains 8162 members 
Mstep: Class 34 contains 13797 members 
Mstep: Class 35 contains 2404 members 
Mstep: Class 36 contains 11699 members 
Mstep: Class 37 contains 3918 members 
Mstep: Class 38 contains 10169 members 
Mstep: Class 39 contains 38175 members 
Mstep: Class 40 contains 18696 members 
Mstep: Class 41 contains 1394 members 
Mstep: Class 42 contains 24681 members 
Mstep: Class 43 contains 4314 members 
Mstep: Class 44 contains 3286 members 
Mstep: Class 45 contains 4543 members 
Mstep: Class 46 contains 4130 members 
Mstep: Class 47 contains 25818 members 
Mstep: Class 48 contains 818 members 
Mstep: Class 49 contains 3202 members 
Mstep: Class 50 contains 22294 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100307616.000000 Penalty: 110644.859375
Iteration 232Q: 51 clusters Score -1.003076e+08 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 47712 members 
Mstep: Class 2 contains 5055 members 
Mstep: Class 3 contains 2099 members 
Mstep: Class 4 contains 3292 members 
Mstep: Class 5 contains 14515 members 
Mstep: Class 6 contains 1273 members 
Mstep: Class 7 contains 476 members 
Mstep: Class 8 contains 10039 members 
Mstep: Class 9 contains 25412 members 
Mstep: Class 10 contains 33119 members 
Mstep: Class 11 contains 2161 members 
Mstep: Class 12 contains 73158 members 
Mstep: Class 13 contains 18152 members 
Mstep: Class 14 contains 146791 members 
Mstep: Class 15 contains 2477 members 
Mstep: Class 16 contains 17963 members 
Mstep: Class 17 contains 9572 members 
Mstep: Class 18 contains 20862 members 
Mstep: Class 19 contains 34812 members 
Mstep: Class 20 contains 5744 members 
Mstep: Class 21 contains 11894 members 
Mstep: Class 22 contains 3017 members 
Mstep: Class 23 contains 21840 members 
Mstep: Class 24 contains 39374 members 
Mstep: Class 25 contains 7909 members 
Mstep: Class 26 contains 3871 members 
Mstep: Class 27 contains 2336 members 
Mstep: Class 28 contains 23640 members 
Mstep: Class 29 contains 408 members 
Mstep: Class 30 contains 3801 members 
Mstep: Class 31 contains 12571 members 
Mstep: Class 32 contains 13738 members 
Mstep: Class 33 contains 8162 members 
Mstep: Class 34 contains 13797 members 
Mstep: Class 35 contains 2404 members 
Mstep: Class 36 contains 11699 members 
Mstep: Class 37 contains 3918 members 
Mstep: Class 38 contains 10170 members 
Mstep: Class 39 contains 38176 members 
Mstep: Class 40 contains 18693 members 
Mstep: Class 41 contains 1394 members 
Mstep: Class 42 contains 24679 members 
Mstep: Class 43 contains 4315 members 
Mstep: Class 44 contains 3286 members 
Mstep: Class 45 contains 4543 members 
Mstep: Class 46 contains 4130 members 
Mstep: Class 47 contains 25818 members 
Mstep: Class 48 contains 818 members 
Mstep: Class 49 contains 3202 members 
Mstep: Class 50 contains 22294 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100307592.000000 Penalty: 110644.859375
Iteration 233Q: 51 clusters Score -1.003076e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 47710 members 
Mstep: Class 2 contains 5054 members 
Mstep: Class 3 contains 2099 members 
Mstep: Class 4 contains 3292 members 
Mstep: Class 5 contains 14515 members 
Mstep: Class 6 contains 1273 members 
Mstep: Class 7 contains 476 members 
Mstep: Class 8 contains 10042 members 
Mstep: Class 9 contains 25410 members 
Mstep: Class 10 contains 33118 members 
Mstep: Class 11 contains 2161 members 
Mstep: Class 12 contains 73159 members 
Mstep: Class 13 contains 18152 members 
Mstep: Class 14 contains 146793 members 
Mstep: Class 15 contains 2477 members 
Mstep: Class 16 contains 17963 members 
Mstep: Class 17 contains 9572 members 
Mstep: Class 18 contains 20861 members 
Mstep: Class 19 contains 34811 members 
Mstep: Class 20 contains 5744 members 
Mstep: Class 21 contains 11894 members 
Mstep: Class 22 contains 3017 members 
Mstep: Class 23 contains 21840 members 
Mstep: Class 24 contains 39373 members 
Mstep: Class 25 contains 7909 members 
Mstep: Class 26 contains 3871 members 
Mstep: Class 27 contains 2336 members 
Mstep: Class 28 contains 23640 members 
Mstep: Class 29 contains 408 members 
Mstep: Class 30 contains 3801 members 
Mstep: Class 31 contains 12571 members 
Mstep: Class 32 contains 13738 members 
Mstep: Class 33 contains 8162 members 
Mstep: Class 34 contains 13797 members 
Mstep: Class 35 contains 2404 members 
Mstep: Class 36 contains 11699 members 
Mstep: Class 37 contains 3919 members 
Mstep: Class 38 contains 10170 members 
Mstep: Class 39 contains 38172 members 
Mstep: Class 40 contains 18695 members 
Mstep: Class 41 contains 1394 members 
Mstep: Class 42 contains 24679 members 
Mstep: Class 43 contains 4316 members 
Mstep: Class 44 contains 3286 members 
Mstep: Class 45 contains 4543 members 
Mstep: Class 46 contains 4131 members 
Mstep: Class 47 contains 25818 members 
Mstep: Class 48 contains 818 members 
Mstep: Class 49 contains 3204 members 
Mstep: Class 50 contains 22294 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100307552.000000 Penalty: 110644.859375
Iteration 234Q: 51 clusters Score -1.003076e+08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 47710 members 
Mstep: Class 2 contains 5053 members 
Mstep: Class 3 contains 2099 members 
Mstep: Class 4 contains 3292 members 
Mstep: Class 5 contains 14516 members 
Mstep: Class 6 contains 1273 members 
Mstep: Class 7 contains 476 members 
Mstep: Class 8 contains 10042 members 
Mstep: Class 9 contains 25409 members 
Mstep: Class 10 contains 33117 members 
Mstep: Class 11 contains 2161 members 
Mstep: Class 12 contains 73157 members 
Mstep: Class 13 contains 18152 members 
Mstep: Class 14 contains 146794 members 
Mstep: Class 15 contains 2477 members 
Mstep: Class 16 contains 17964 members 
Mstep: Class 17 contains 9572 members 
Mstep: Class 18 contains 20861 members 
Mstep: Class 19 contains 34811 members 
Mstep: Class 20 contains 5743 members 
Mstep: Class 21 contains 11894 members 
Mstep: Class 22 contains 3017 members 
Mstep: Class 23 contains 21840 members 
Mstep: Class 24 contains 39372 members 
Mstep: Class 25 contains 7909 members 
Mstep: Class 26 contains 3871 members 
Mstep: Class 27 contains 2336 members 
Mstep: Class 28 contains 23636 members 
Mstep: Class 29 contains 408 members 
Mstep: Class 30 contains 3803 members 
Mstep: Class 31 contains 12571 members 
Mstep: Class 32 contains 13739 members 
Mstep: Class 33 contains 8162 members 
Mstep: Class 34 contains 13797 members 
Mstep: Class 35 contains 2404 members 
Mstep: Class 36 contains 11699 members 
Mstep: Class 37 contains 3919 members 
Mstep: Class 38 contains 10170 members 
Mstep: Class 39 contains 38168 members 
Mstep: Class 40 contains 18699 members 
Mstep: Class 41 contains 1394 members 
Mstep: Class 42 contains 24680 members 
Mstep: Class 43 contains 4317 members 
Mstep: Class 44 contains 3286 members 
Mstep: Class 45 contains 4543 members 
Mstep: Class 46 contains 4131 members 
Mstep: Class 47 contains 25818 members 
Mstep: Class 48 contains 818 members 
Mstep: Class 49 contains 3207 members 
Mstep: Class 50 contains 22294 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100307560.000000 Penalty: 110644.859375
Iteration 235Q: 51 clusters Score -1.003076e+08 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 47710 members 
Mstep: Class 2 contains 5052 members 
Mstep: Class 3 contains 2099 members 
Mstep: Class 4 contains 3292 members 
Mstep: Class 5 contains 14516 members 
Mstep: Class 6 contains 1273 members 
Mstep: Class 7 contains 476 members 
Mstep: Class 8 contains 10046 members 
Mstep: Class 9 contains 25412 members 
Mstep: Class 10 contains 33117 members 
Mstep: Class 11 contains 2161 members 
Mstep: Class 12 contains 73156 members 
Mstep: Class 13 contains 18152 members 
Mstep: Class 14 contains 146790 members 
Mstep: Class 15 contains 2477 members 
Mstep: Class 16 contains 17965 members 
Mstep: Class 17 contains 9573 members 
Mstep: Class 18 contains 20859 members 
Mstep: Class 19 contains 34808 members 
Mstep: Class 20 contains 5743 members 
Mstep: Class 21 contains 11894 members 
Mstep: Class 22 contains 3017 members 
Mstep: Class 23 contains 21840 members 
Mstep: Class 24 contains 39370 members 
Mstep: Class 25 contains 7909 members 
Mstep: Class 26 contains 3871 members 
Mstep: Class 27 contains 2336 members 
Mstep: Class 28 contains 23635 members 
Mstep: Class 29 contains 408 members 
Mstep: Class 30 contains 3804 members 
Mstep: Class 31 contains 12571 members 
Mstep: Class 32 contains 13739 members 
Mstep: Class 33 contains 8162 members 
Mstep: Class 34 contains 13797 members 
Mstep: Class 35 contains 2404 members 
Mstep: Class 36 contains 11699 members 
Mstep: Class 37 contains 3919 members 
Mstep: Class 38 contains 10170 members 
Mstep: Class 39 contains 38164 members 
Mstep: Class 40 contains 18704 members 
Mstep: Class 41 contains 1394 members 
Mstep: Class 42 contains 24681 members 
Mstep: Class 43 contains 4317 members 
Mstep: Class 44 contains 3286 members 
Mstep: Class 45 contains 4543 members 
Mstep: Class 46 contains 4132 members 
Mstep: Class 47 contains 25818 members 
Mstep: Class 48 contains 818 members 
Mstep: Class 49 contains 3208 members 
Mstep: Class 50 contains 22294 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100307600.000000 Penalty: 110644.859375
Iteration 236Q: 51 clusters Score -1.003076e+08 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 47710 members 
Mstep: Class 2 contains 5051 members 
Mstep: Class 3 contains 2099 members 
Mstep: Class 4 contains 3292 members 
Mstep: Class 5 contains 14517 members 
Mstep: Class 6 contains 1273 members 
Mstep: Class 7 contains 476 members 
Mstep: Class 8 contains 10050 members 
Mstep: Class 9 contains 25414 members 
Mstep: Class 10 contains 33117 members 
Mstep: Class 11 contains 2161 members 
Mstep: Class 12 contains 73155 members 
Mstep: Class 13 contains 18152 members 
Mstep: Class 14 contains 146788 members 
Mstep: Class 15 contains 2477 members 
Mstep: Class 16 contains 17966 members 
Mstep: Class 17 contains 9571 members 
Mstep: Class 18 contains 20858 members 
Mstep: Class 19 contains 34806 members 
Mstep: Class 20 contains 5743 members 
Mstep: Class 21 contains 11892 members 
Mstep: Class 22 contains 3017 members 
Mstep: Class 23 contains 21842 members 
Mstep: Class 24 contains 39370 members 
Mstep: Class 25 contains 7909 members 
Mstep: Class 26 contains 3871 members 
Mstep: Class 27 contains 2336 members 
Mstep: Class 28 contains 23635 members 
Mstep: Class 29 contains 408 members 
Mstep: Class 30 contains 3804 members 
Mstep: Class 31 contains 12571 members 
Mstep: Class 32 contains 13739 members 
Mstep: Class 33 contains 8162 members 
Mstep: Class 34 contains 13798 members 
Mstep: Class 35 contains 2404 members 
Mstep: Class 36 contains 11700 members 
Mstep: Class 37 contains 3919 members 
Mstep: Class 38 contains 10169 members 
Mstep: Class 39 contains 38158 members 
Mstep: Class 40 contains 18706 members 
Mstep: Class 41 contains 1394 members 
Mstep: Class 42 contains 24682 members 
Mstep: Class 43 contains 4317 members 
Mstep: Class 44 contains 3286 members 
Mstep: Class 45 contains 4543 members 
Mstep: Class 46 contains 4132 members 
Mstep: Class 47 contains 25818 members 
Mstep: Class 48 contains 818 members 
Mstep: Class 49 contains 3211 members 
Mstep: Class 50 contains 22294 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100307600.000000 Penalty: 110644.859375
Iteration 237Q: 51 clusters Score -1.003076e+08 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 47710 members 
Mstep: Class 2 contains 5051 members 
Mstep: Class 3 contains 2099 members 
Mstep: Class 4 contains 3292 members 
Mstep: Class 5 contains 14518 members 
Mstep: Class 6 contains 1273 members 
Mstep: Class 7 contains 476 members 
Mstep: Class 8 contains 10057 members 
Mstep: Class 9 contains 25414 members 
Mstep: Class 10 contains 33116 members 
Mstep: Class 11 contains 2161 members 
Mstep: Class 12 contains 73153 members 
Mstep: Class 13 contains 18152 members 
Mstep: Class 14 contains 146789 members 
Mstep: Class 15 contains 2477 members 
Mstep: Class 16 contains 17967 members 
Mstep: Class 17 contains 9571 members 
Mstep: Class 18 contains 20858 members 
Mstep: Class 19 contains 34802 members 
Mstep: Class 20 contains 5743 members 
Mstep: Class 21 contains 11891 members 
Mstep: Class 22 contains 3017 members 
Mstep: Class 23 contains 21842 members 
Mstep: Class 24 contains 39370 members 
Mstep: Class 25 contains 7909 members 
Mstep: Class 26 contains 3871 members 
Mstep: Class 27 contains 2336 members 
Mstep: Class 28 contains 23635 members 
Mstep: Class 29 contains 408 members 
Mstep: Class 30 contains 3804 members 
Mstep: Class 31 contains 12571 members 
Mstep: Class 32 contains 13739 members 
Mstep: Class 33 contains 8162 members 
Mstep: Class 34 contains 13798 members 
Mstep: Class 35 contains 2404 members 
Mstep: Class 36 contains 11701 members 
Mstep: Class 37 contains 3920 members 
Mstep: Class 38 contains 10167 members 
Mstep: Class 39 contains 38156 members 
Mstep: Class 40 contains 18705 members 
Mstep: Class 41 contains 1394 members 
Mstep: Class 42 contains 24680 members 
Mstep: Class 43 contains 4317 members 
Mstep: Class 44 contains 3286 members 
Mstep: Class 45 contains 4543 members 
Mstep: Class 46 contains 4132 members 
Mstep: Class 47 contains 25818 members 
Mstep: Class 48 contains 818 members 
Mstep: Class 49 contains 3214 members 
Mstep: Class 50 contains 22294 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100307568.000000 Penalty: 110644.859375
Iteration 238Q: 51 clusters Score -1.003076e+08 nChanged 23
Entering ConstructFrom: 
Score: -100307568.000000 Penalty: 110644.859375
Entering ConstructFrom: 
Trying to split cluster 1 (47710 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47710 members 
Entering Unmasked Estep 
Score: -5974488.000000 Penalty: 1750.595581
	Iteration 0F: 2 clusters Score -5974488 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23804 members 
Mstep: Class 2 contains 23906 members 
Entering Unmasked Estep 
Score: -5942625.000000 Penalty: 3501.191162
	Iteration 0F: 3 clusters Score -5942625 nChanged 22359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23215 members 
Mstep: Class 2 contains 24495 members 
Entering Unmasked Estep 
Score: -5955291.000000 Penalty: 3501.191162
	Iteration 1F: 3 clusters Score -5955291 nChanged 2136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22683 members 
Mstep: Class 2 contains 25027 members 
Entering Unmasked Estep 
Score: -5956039.000000 Penalty: 3501.191162
	Iteration 2Q: 3 clusters Score -5956039 nChanged 2226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21875 members 
Mstep: Class 2 contains 25835 members 
Entering Unmasked Estep 
Score: -5956911.500000 Penalty: 3501.191162
	Iteration 3Q: 3 clusters Score -5956912 nChanged 2499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20708 members 
Mstep: Class 2 contains 27002 members 
Entering Unmasked Estep 
Score: -5958131.500000 Penalty: 3501.191162
	Iteration 4F: 3 clusters Score -5958132 nChanged 2789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19209 members 
Mstep: Class 2 contains 28501 members 
Entering Unmasked Estep 
Score: -5959578.000000 Penalty: 3501.191162
	Iteration 5F: 3 clusters Score -5959578 nChanged 3070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17349 members 
Mstep: Class 2 contains 30361 members 
Entering Unmasked Estep 
Score: -5961343.500000 Penalty: 3501.191162
	Iteration 6F: 3 clusters Score -5961344 nChanged 3020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15329 members 
Mstep: Class 2 contains 32381 members 
Entering Unmasked Estep 
Score: -5963116.500000 Penalty: 3501.191162
	Iteration 7F: 3 clusters Score -5963116 nChanged 2720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13327 members 
Mstep: Class 2 contains 34383 members 
Entering Unmasked Estep 
Score: -5964657.500000 Penalty: 3501.191162
	Iteration 8F: 3 clusters Score -5964658 nChanged 2277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11458 members 
Mstep: Class 2 contains 36252 members 
Entering Unmasked Estep 
Score: -5965929.000000 Penalty: 3501.191162
	Iteration 9Q: 3 clusters Score -5965929 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9708 members 
Mstep: Class 2 contains 38002 members 
Entering Unmasked Estep 
Score: -5967057.000000 Penalty: 3501.191162
	Iteration 10Q: 3 clusters Score -5967057 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8029 members 
Mstep: Class 2 contains 39681 members 
Entering Unmasked Estep 
Score: -5968188.500000 Penalty: 3501.191162
	Iteration 11Q: 3 clusters Score -5968188 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6491 members 
Mstep: Class 2 contains 41219 members 
Entering Unmasked Estep 
Score: -5969353.000000 Penalty: 3501.191162
	Iteration 12Q: 3 clusters Score -5969353 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 42502 members 
Entering Unmasked Estep 
Score: -5970365.000000 Penalty: 3501.191162
	Iteration 13Q: 3 clusters Score -5970365 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 43398 members 
Entering Unmasked Estep 
Score: -5971120.000000 Penalty: 3501.191162
	Iteration 14Q: 3 clusters Score -5971120 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 44032 members 
Entering Unmasked Estep 
Score: -5971662.000000 Penalty: 3501.191162
	Iteration 15Q: 3 clusters Score -5971662 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 44471 members 
Entering Unmasked Estep 
Score: -5972053.500000 Penalty: 3501.191162
	Iteration 16Q: 3 clusters Score -5972054 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 44793 members 
Entering Unmasked Estep 
Score: -5972239.000000 Penalty: 3501.191162
	Iteration 17Q: 3 clusters Score -5972239 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 45075 members 
Entering Unmasked Estep 
Score: -5972393.000000 Penalty: 3501.191162
	Iteration 18Q: 3 clusters Score -5972393 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 45295 members 
Entering Unmasked Estep 
Score: -5972489.500000 Penalty: 3501.191162
	Iteration 19Q: 3 clusters Score -5972490 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 45467 members 
Entering Unmasked Estep 
Score: -5972580.500000 Penalty: 3501.191162
	Iteration 20F: 3 clusters Score -5972580 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 45625 members 
Entering Unmasked Estep 
Score: -5972643.500000 Penalty: 3501.191162
	Iteration 21Q: 3 clusters Score -5972644 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 45774 members 
Entering Unmasked Estep 
Score: -5972694.500000 Penalty: 3501.191162
	Iteration 22Q: 3 clusters Score -5972694 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 45897 members 
Entering Unmasked Estep 
Score: -5972753.000000 Penalty: 3501.191162
	Iteration 23Q: 3 clusters Score -5972753 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 45996 members 
Entering Unmasked Estep 
Score: -5972804.000000 Penalty: 3501.191162
	Iteration 24Q: 3 clusters Score -5972804 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 46106 members 
Entering Unmasked Estep 
Score: -5972827.000000 Penalty: 3501.191162
	Iteration 25Q: 3 clusters Score -5972827 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 46191 members 
Entering Unmasked Estep 
Score: -5972872.000000 Penalty: 3501.191162
	Iteration 26Q: 3 clusters Score -5972872 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 46275 members 
Entering Unmasked Estep 
Score: -5972896.500000 Penalty: 3501.191162
	Iteration 27Q: 3 clusters Score -5972896 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 46338 members 
Entering Unmasked Estep 
Score: -5972917.500000 Penalty: 3501.191162
	Iteration 28Q: 3 clusters Score -5972918 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 46392 members 
Entering Unmasked Estep 
Score: -5972949.000000 Penalty: 3501.191162
	Iteration 29Q: 3 clusters Score -5972949 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 46455 members 
Entering Unmasked Estep 
Score: -5972983.000000 Penalty: 3501.191162
	Iteration 30Q: 3 clusters Score -5972983 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 46501 members 
Entering Unmasked Estep 
Score: -5972987.000000 Penalty: 3501.191162
	Iteration 31Q: 3 clusters Score -5972987 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 46540 members 
Entering Unmasked Estep 
Score: -5973019.000000 Penalty: 3501.191162
	Iteration 32Q: 3 clusters Score -5973019 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 46569 members 
Entering Unmasked Estep 
Score: -5973018.000000 Penalty: 3501.191162
	Iteration 33Q: 3 clusters Score -5973018 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 46597 members 
Entering Unmasked Estep 
Score: -5973044.500000 Penalty: 3501.191162
	Iteration 34Q: 3 clusters Score -5973044 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 46625 members 
Entering Unmasked Estep 
Score: -5973042.500000 Penalty: 3501.191162
	Iteration 35Q: 3 clusters Score -5973042 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 46648 members 
Entering Unmasked Estep 
Score: -5973056.000000 Penalty: 3501.191162
	Iteration 36Q: 3 clusters Score -5973056 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 46668 members 
Entering Unmasked Estep 
Score: -5973068.500000 Penalty: 3501.191162
	Iteration 37Q: 3 clusters Score -5973068 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 46683 members 
Entering Unmasked Estep 
Score: -5973080.500000 Penalty: 3501.191162
	Iteration 38Q: 3 clusters Score -5973080 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 46706 members 
Entering Unmasked Estep 
Score: -5973087.500000 Penalty: 3501.191162
	Iteration 39Q: 3 clusters Score -5973088 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 46725 members 
Entering Unmasked Estep 
Score: -5973104.000000 Penalty: 3501.191162
	Iteration 40F: 3 clusters Score -5973104 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 46741 members 
Entering Unmasked Estep 
Score: -5973100.500000 Penalty: 3501.191162
	Iteration 41Q: 3 clusters Score -5973100 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 46755 members 
Entering Unmasked Estep 
Score: -5973100.000000 Penalty: 3501.191162
	Iteration 42Q: 3 clusters Score -5973100 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 46774 members 
Entering Unmasked Estep 
Score: -5973112.500000 Penalty: 3501.191162
	Iteration 43Q: 3 clusters Score -5973112 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 46786 members 
Entering Unmasked Estep 
Score: -5973120.000000 Penalty: 3501.191162
	Iteration 44Q: 3 clusters Score -5973120 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 46794 members 
Entering Unmasked Estep 
Score: -5973128.000000 Penalty: 3501.191162
	Iteration 45Q: 3 clusters Score -5973128 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 46805 members 
Entering Unmasked Estep 
Score: -5973128.000000 Penalty: 3501.191162
	Iteration 46Q: 3 clusters Score -5973128 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 46810 members 
Entering Unmasked Estep 
Score: -5973128.000000 Penalty: 3501.191162
	Iteration 47Q: 3 clusters Score -5973128 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 46818 members 
Entering Unmasked Estep 
Score: -5973115.500000 Penalty: 3501.191162
	Iteration 48Q: 3 clusters Score -5973116 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 46824 members 
Entering Unmasked Estep 
Score: -5973126.000000 Penalty: 3501.191162
	Iteration 49Q: 3 clusters Score -5973126 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 46829 members 
Entering Unmasked Estep 
Score: -5973125.500000 Penalty: 3501.191162
	Iteration 50Q: 3 clusters Score -5973126 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 46833 members 
Entering Unmasked Estep 
Score: -5973118.000000 Penalty: 3501.191162
	Iteration 51Q: 3 clusters Score -5973118 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 46838 members 
Entering Unmasked Estep 
Score: -5973116.000000 Penalty: 3501.191162
	Iteration 52Q: 3 clusters Score -5973116 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 46844 members 
Entering Unmasked Estep 
Score: -5973116.500000 Penalty: 3501.191162
	Iteration 53Q: 3 clusters Score -5973116 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 46850 members 
Entering Unmasked Estep 
Score: -5973122.000000 Penalty: 3501.191162
	Iteration 54Q: 3 clusters Score -5973122 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 46854 members 
Entering Unmasked Estep 
Score: -5973119.500000 Penalty: 3501.191162
	Iteration 55Q: 3 clusters Score -5973120 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 46855 members 
Entering Unmasked Estep 
Score: -5973121.500000 Penalty: 3501.191162
	Iteration 56Q: 3 clusters Score -5973122 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 46856 members 
Entering Unmasked Estep 
Score: -5973122.000000 Penalty: 3501.191162
	Iteration 57Q: 3 clusters Score -5973122 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 46856 members 
Entering Unmasked Estep 
Score: -5973122.000000 Penalty: 3501.191162
	Iteration 58F: 3 clusters Score -5973122 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (5051 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Entering Unmasked Estep 
Score: -611844.812500 Penalty: 1385.692993
	Iteration 0F: 2 clusters Score -611844.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -607879.687500 Penalty: 2771.385986
	Iteration 0F: 3 clusters Score -607879.7 nChanged 2021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -609019.687500 Penalty: 2771.385986
	Iteration 1F: 3 clusters Score -609019.7 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -609225.000000 Penalty: 2771.385986
	Iteration 2F: 3 clusters Score -609225 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -609363.937500 Penalty: 2771.385986
	Iteration 3F: 3 clusters Score -609363.9 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -609483.812500 Penalty: 2771.385986
	Iteration 4Q: 3 clusters Score -609483.8 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -609576.625000 Penalty: 2771.385986
	Iteration 5Q: 3 clusters Score -609576.6 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -609652.687500 Penalty: 2771.385986
	Iteration 6Q: 3 clusters Score -609652.7 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -609713.375000 Penalty: 2771.385986
	Iteration 7Q: 3 clusters Score -609713.4 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -609773.312500 Penalty: 2771.385986
	Iteration 8Q: 3 clusters Score -609773.3 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -609832.562500 Penalty: 2771.385986
	Iteration 9Q: 3 clusters Score -609832.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -609891.125000 Penalty: 2771.385986
	Iteration 10Q: 3 clusters Score -609891.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -609938.437500 Penalty: 2771.385986
	Iteration 11Q: 3 clusters Score -609938.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -609984.125000 Penalty: 2771.385986
	Iteration 12Q: 3 clusters Score -609984.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -610031.750000 Penalty: 2771.385986
	Iteration 13Q: 3 clusters Score -610031.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -610080.750000 Penalty: 2771.385986
	Iteration 14Q: 3 clusters Score -610080.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -610128.625000 Penalty: 2771.385986
	Iteration 15Q: 3 clusters Score -610128.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -610175.875000 Penalty: 2771.385986
	Iteration 16Q: 3 clusters Score -610175.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -610220.312500 Penalty: 2771.385986
	Iteration 17Q: 3 clusters Score -610220.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -610262.500000 Penalty: 2771.385986
	Iteration 18Q: 3 clusters Score -610262.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -610304.000000 Penalty: 2771.385986
	Iteration 19Q: 3 clusters Score -610304 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -610355.625000 Penalty: 2771.385986
	Iteration 20F: 3 clusters Score -610355.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -610417.000000 Penalty: 2771.385986
	Iteration 21Q: 3 clusters Score -610417 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -610468.125000 Penalty: 2771.385986
	Iteration 22Q: 3 clusters Score -610468.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -610534.062500 Penalty: 2771.385986
	Iteration 23Q: 3 clusters Score -610534.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -610588.750000 Penalty: 2771.385986
	Iteration 24Q: 3 clusters Score -610588.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -610639.437500 Penalty: 2771.385986
	Iteration 25Q: 3 clusters Score -610639.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -610674.687500 Penalty: 2771.385986
	Iteration 26Q: 3 clusters Score -610674.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -610712.000000 Penalty: 2771.385986
	Iteration 27Q: 3 clusters Score -610712 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -610737.000000 Penalty: 2771.385986
	Iteration 28Q: 3 clusters Score -610737 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -610750.750000 Penalty: 2771.385986
	Iteration 29Q: 3 clusters Score -610750.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -610764.687500 Penalty: 2771.385986
	Iteration 30Q: 3 clusters Score -610764.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -610776.000000 Penalty: 2771.385986
	Iteration 31Q: 3 clusters Score -610776 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -610785.062500 Penalty: 2771.385986
	Iteration 32Q: 3 clusters Score -610785.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -610802.500000 Penalty: 2771.385986
	Iteration 33Q: 3 clusters Score -610802.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -610830.812500 Penalty: 2771.385986
	Iteration 34Q: 3 clusters Score -610830.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -610865.562500 Penalty: 2771.385986
	Iteration 35Q: 3 clusters Score -610865.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -610890.312500 Penalty: 2771.385986
	Iteration 36Q: 3 clusters Score -610890.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -610906.437500 Penalty: 2771.385986
	Iteration 37Q: 3 clusters Score -610906.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -610919.750000 Penalty: 2771.385986
	Iteration 38Q: 3 clusters Score -610919.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -610929.062500 Penalty: 2771.385986
	Iteration 39Q: 3 clusters Score -610929.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -610935.875000 Penalty: 2771.385986
	Iteration 40F: 3 clusters Score -610935.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -610939.187500 Penalty: 2771.385986
	Iteration 41Q: 3 clusters Score -610939.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -610942.812500 Penalty: 2771.385986
	Iteration 42Q: 3 clusters Score -610942.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -610947.875000 Penalty: 2771.385986
	Iteration 43Q: 3 clusters Score -610947.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -610949.625000 Penalty: 2771.385986
	Iteration 44Q: 3 clusters Score -610949.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -610949.875000 Penalty: 2771.385986
	Iteration 45Q: 3 clusters Score -610949.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -610950.125000 Penalty: 2771.385986
	Iteration 46Q: 3 clusters Score -610950.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -610950.125000 Penalty: 2771.385986
	Iteration 47F: 3 clusters Score -610950.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (2099 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Entering Unmasked Estep 
Score: -247857.453125 Penalty: 1242.997681
	Iteration 0F: 2 clusters Score -247857.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -245680.468750 Penalty: 2485.995361
	Iteration 0F: 3 clusters Score -245680.5 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -246148.968750 Penalty: 2485.995361
	Iteration 1F: 3 clusters Score -246149 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -246313.562500 Penalty: 2485.995361
	Iteration 2F: 3 clusters Score -246313.6 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -246439.125000 Penalty: 2485.995361
	Iteration 3F: 3 clusters Score -246439.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -246542.968750 Penalty: 2485.995361
	Iteration 4F: 3 clusters Score -246543 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -246633.140625 Penalty: 2485.995361
	Iteration 5F: 3 clusters Score -246633.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -246690.453125 Penalty: 2485.995361
	Iteration 6Q: 3 clusters Score -246690.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -246744.453125 Penalty: 2485.995361
	Iteration 7Q: 3 clusters Score -246744.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -246795.062500 Penalty: 2485.995361
	Iteration 8Q: 3 clusters Score -246795.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -246845.484375 Penalty: 2485.995361
	Iteration 9Q: 3 clusters Score -246845.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -246891.656250 Penalty: 2485.995361
	Iteration 10Q: 3 clusters Score -246891.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -246929.546875 Penalty: 2485.995361
	Iteration 11Q: 3 clusters Score -246929.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -246952.281250 Penalty: 2485.995361
	Iteration 12Q: 3 clusters Score -246952.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -246971.609375 Penalty: 2485.995361
	Iteration 13Q: 3 clusters Score -246971.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -246986.421875 Penalty: 2485.995361
	Iteration 14Q: 3 clusters Score -246986.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -246999.531250 Penalty: 2485.995361
	Iteration 15Q: 3 clusters Score -246999.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -247009.218750 Penalty: 2485.995361
	Iteration 16Q: 3 clusters Score -247009.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -247018.609375 Penalty: 2485.995361
	Iteration 17Q: 3 clusters Score -247018.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -247030.421875 Penalty: 2485.995361
	Iteration 18Q: 3 clusters Score -247030.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -247039.953125 Penalty: 2485.995361
	Iteration 19Q: 3 clusters Score -247040 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -247049.265625 Penalty: 2485.995361
	Iteration 20F: 3 clusters Score -247049.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -247055.734375 Penalty: 2485.995361
	Iteration 21Q: 3 clusters Score -247055.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -247062.312500 Penalty: 2485.995361
	Iteration 22Q: 3 clusters Score -247062.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -247068.937500 Penalty: 2485.995361
	Iteration 23Q: 3 clusters Score -247068.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -247074.203125 Penalty: 2485.995361
	Iteration 24Q: 3 clusters Score -247074.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -247078.093750 Penalty: 2485.995361
	Iteration 25Q: 3 clusters Score -247078.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -247082.546875 Penalty: 2485.995361
	Iteration 26Q: 3 clusters Score -247082.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -247086.140625 Penalty: 2485.995361
	Iteration 27Q: 3 clusters Score -247086.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -247091.453125 Penalty: 2485.995361
	Iteration 28Q: 3 clusters Score -247091.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -247093.781250 Penalty: 2485.995361
	Iteration 29Q: 3 clusters Score -247093.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -247099.375000 Penalty: 2485.995361
	Iteration 30Q: 3 clusters Score -247099.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -247102.015625 Penalty: 2485.995361
	Iteration 31Q: 3 clusters Score -247102 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -247101.937500 Penalty: 2485.995361
	Iteration 32Q: 3 clusters Score -247101.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -247101.937500 Penalty: 2485.995361
	Iteration 33F: 3 clusters Score -247101.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (3292 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Entering Unmasked Estep 
Score: -407468.000000 Penalty: 1316.128296
	Iteration 0F: 2 clusters Score -407468 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -404573.593750 Penalty: 2632.256592
	Iteration 0F: 3 clusters Score -404573.6 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -405347.812500 Penalty: 2632.256592
	Iteration 1F: 3 clusters Score -405347.8 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -405532.531250 Penalty: 2632.256592
	Iteration 2F: 3 clusters Score -405532.5 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -405669.562500 Penalty: 2632.256592
	Iteration 3F: 3 clusters Score -405669.6 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -405759.281250 Penalty: 2632.256592
	Iteration 4Q: 3 clusters Score -405759.3 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -405835.187500 Penalty: 2632.256592
	Iteration 5Q: 3 clusters Score -405835.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -405908.031250 Penalty: 2632.256592
	Iteration 6Q: 3 clusters Score -405908 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -405982.375000 Penalty: 2632.256592
	Iteration 7Q: 3 clusters Score -405982.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -406052.843750 Penalty: 2632.256592
	Iteration 8Q: 3 clusters Score -406052.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -406112.906250 Penalty: 2632.256592
	Iteration 9Q: 3 clusters Score -406112.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -406164.906250 Penalty: 2632.256592
	Iteration 10Q: 3 clusters Score -406164.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -406194.062500 Penalty: 2632.256592
	Iteration 11Q: 3 clusters Score -406194.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -406218.406250 Penalty: 2632.256592
	Iteration 12Q: 3 clusters Score -406218.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -406245.500000 Penalty: 2632.256592
	Iteration 13Q: 3 clusters Score -406245.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -406266.093750 Penalty: 2632.256592
	Iteration 14Q: 3 clusters Score -406266.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -406282.906250 Penalty: 2632.256592
	Iteration 15Q: 3 clusters Score -406282.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -406296.781250 Penalty: 2632.256592
	Iteration 16Q: 3 clusters Score -406296.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -406304.718750 Penalty: 2632.256592
	Iteration 17Q: 3 clusters Score -406304.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -406314.406250 Penalty: 2632.256592
	Iteration 18Q: 3 clusters Score -406314.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -406324.218750 Penalty: 2632.256592
	Iteration 19Q: 3 clusters Score -406324.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -406342.906250 Penalty: 2632.256592
	Iteration 20F: 3 clusters Score -406342.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -406368.250000 Penalty: 2632.256592
	Iteration 21Q: 3 clusters Score -406368.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -406390.562500 Penalty: 2632.256592
	Iteration 22Q: 3 clusters Score -406390.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -406414.281250 Penalty: 2632.256592
	Iteration 23Q: 3 clusters Score -406414.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -406443.812500 Penalty: 2632.256592
	Iteration 24Q: 3 clusters Score -406443.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -406469.531250 Penalty: 2632.256592
	Iteration 25Q: 3 clusters Score -406469.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -406490.437500 Penalty: 2632.256592
	Iteration 26Q: 3 clusters Score -406490.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -406522.406250 Penalty: 2632.256592
	Iteration 27Q: 3 clusters Score -406522.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -406582.250000 Penalty: 2632.256592
	Iteration 28Q: 3 clusters Score -406582.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -406633.156250 Penalty: 2632.256592
	Iteration 29Q: 3 clusters Score -406633.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -406664.781250 Penalty: 2632.256592
	Iteration 30Q: 3 clusters Score -406664.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -406691.281250 Penalty: 2632.256592
	Iteration 31Q: 3 clusters Score -406691.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -406707.500000 Penalty: 2632.256592
	Iteration 32Q: 3 clusters Score -406707.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -406718.062500 Penalty: 2632.256592
	Iteration 33Q: 3 clusters Score -406718.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -406727.000000 Penalty: 2632.256592
	Iteration 34Q: 3 clusters Score -406727 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -406731.218750 Penalty: 2632.256592
	Iteration 35Q: 3 clusters Score -406731.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -406737.218750 Penalty: 2632.256592
	Iteration 36Q: 3 clusters Score -406737.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -406743.250000 Penalty: 2632.256592
	Iteration 37Q: 3 clusters Score -406743.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -406753.406250 Penalty: 2632.256592
	Iteration 38Q: 3 clusters Score -406753.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -406763.468750 Penalty: 2632.256592
	Iteration 39Q: 3 clusters Score -406763.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -406774.781250 Penalty: 2632.256592
	Iteration 40F: 3 clusters Score -406774.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -406787.531250 Penalty: 2632.256592
	Iteration 41Q: 3 clusters Score -406787.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -406799.875000 Penalty: 2632.256592
	Iteration 42Q: 3 clusters Score -406799.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -406812.500000 Penalty: 2632.256592
	Iteration 43Q: 3 clusters Score -406812.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -406823.812500 Penalty: 2632.256592
	Iteration 44Q: 3 clusters Score -406823.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -406842.531250 Penalty: 2632.256592
	Iteration 45Q: 3 clusters Score -406842.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -406872.250000 Penalty: 2632.256592
	Iteration 46Q: 3 clusters Score -406872.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -406906.968750 Penalty: 2632.256592
	Iteration 47Q: 3 clusters Score -406907 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -406947.500000 Penalty: 2632.256592
	Iteration 48Q: 3 clusters Score -406947.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -406997.625000 Penalty: 2632.256592
	Iteration 49Q: 3 clusters Score -406997.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -407040.937500 Penalty: 2632.256592
	Iteration 50Q: 3 clusters Score -407040.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -407100.531250 Penalty: 2632.256592
	Iteration 51Q: 3 clusters Score -407100.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -407207.843750 Penalty: 2632.256592
	Iteration 52Q: 3 clusters Score -407207.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -407340.875000 Penalty: 2632.256592
	Iteration 53Q: 3 clusters Score -407340.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -407446.875000 Penalty: 2632.256592
	Iteration 54Q: 3 clusters Score -407446.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -407509.156250 Penalty: 2632.256592
	Iteration 55Q: 3 clusters Score -407509.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -407554.937500 Penalty: 2632.256592
	Iteration 56Q: 3 clusters Score -407554.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -407583.593750 Penalty: 2632.256592
	Iteration 57Q: 3 clusters Score -407583.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -407597.968750 Penalty: 2632.256592
	Iteration 58Q: 3 clusters Score -407598 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -407605.218750 Penalty: 2632.256592
	Iteration 59Q: 3 clusters Score -407605.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -407608.781250 Penalty: 2632.256592
	Iteration 60F: 3 clusters Score -407608.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -407611.812500 Penalty: 2632.256592
	Iteration 61Q: 3 clusters Score -407611.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -407615.343750 Penalty: 2632.256592
	Iteration 62Q: 3 clusters Score -407615.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -407615.656250 Penalty: 2632.256592
	Iteration 63Q: 3 clusters Score -407615.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -407616.531250 Penalty: 2632.256592
	Iteration 64Q: 3 clusters Score -407616.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -407616.531250 Penalty: 2632.256592
	Iteration 65F: 3 clusters Score -407616.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 47710 members 
Mstep: Class 2 contains 5051 members 
Mstep: Class 3 contains 2099 members 
Mstep: Class 4 contains 1356 members 
Mstep: Class 5 contains 14518 members 
Mstep: Class 6 contains 1273 members 
Mstep: Class 7 contains 476 members 
Mstep: Class 8 contains 10058 members 
Mstep: Class 9 contains 25413 members 
Mstep: Class 10 contains 33115 members 
Mstep: Class 11 contains 2161 members 
Mstep: Class 12 contains 73152 members 
Mstep: Class 13 contains 18152 members 
Mstep: Class 14 contains 146790 members 
Mstep: Class 15 contains 2477 members 
Mstep: Class 16 contains 17967 members 
Mstep: Class 17 contains 9571 members 
Mstep: Class 18 contains 20857 members 
Mstep: Class 19 contains 34800 members 
Mstep: Class 20 contains 5743 members 
Mstep: Class 21 contains 11891 members 
Mstep: Class 22 contains 3017 members 
Mstep: Class 23 contains 21842 members 
Mstep: Class 24 contains 39369 members 
Mstep: Class 25 contains 7909 members 
Mstep: Class 26 contains 3869 members 
Mstep: Class 27 contains 2336 members 
Mstep: Class 28 contains 23635 members 
Mstep: Class 29 contains 408 members 
Mstep: Class 30 contains 3804 members 
Mstep: Class 31 contains 12571 members 
Mstep: Class 32 contains 13739 members 
Mstep: Class 33 contains 8162 members 
Mstep: Class 34 contains 13798 members 
Mstep: Class 35 contains 2404 members 
Mstep: Class 36 contains 11703 members 
Mstep: Class 37 contains 3920 members 
Mstep: Class 38 contains 10166 members 
Mstep: Class 39 contains 38156 members 
Mstep: Class 40 contains 18708 members 
Mstep: Class 41 contains 1394 members 
Mstep: Class 42 contains 24682 members 
Mstep: Class 43 contains 4317 members 
Mstep: Class 44 contains 3286 members 
Mstep: Class 45 contains 4543 members 
Mstep: Class 46 contains 4133 members 
Mstep: Class 47 contains 25817 members 
Mstep: Class 48 contains 818 members 
Mstep: Class 49 contains 3215 members 
Mstep: Class 50 contains 22294 members 
Mstep: Class 51 contains 1936 members 
Entering Unmasked Estep 
Score: -100306904.000000 Penalty: 112857.750000
Splitting cluster 4 changes total score from -100307568.000000 to -100306904.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (14518 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14518 members 
Entering Unmasked Estep 
Score: -1832728.500000 Penalty: 1557.260986
	Iteration 0F: 2 clusters Score -1832728 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7190 members 
Mstep: Class 2 contains 7328 members 
Entering Unmasked Estep 
Score: -1822656.875000 Penalty: 3114.521973
	Iteration 0F: 3 clusters Score -1822657 nChanged 6398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6896 members 
Mstep: Class 2 contains 7622 members 
Entering Unmasked Estep 
Score: -1826340.875000 Penalty: 3114.521973
	Iteration 1F: 3 clusters Score -1826341 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6657 members 
Mstep: Class 2 contains 7861 members 
Entering Unmasked Estep 
Score: -1827116.250000 Penalty: 3114.521973
	Iteration 2F: 3 clusters Score -1827116 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6347 members 
Mstep: Class 2 contains 8171 members 
Entering Unmasked Estep 
Score: -1827994.125000 Penalty: 3114.521973
	Iteration 3F: 3 clusters Score -1827994 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5980 members 
Mstep: Class 2 contains 8538 members 
Entering Unmasked Estep 
Score: -1828875.500000 Penalty: 3114.521973
	Iteration 4F: 3 clusters Score -1828876 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5691 members 
Mstep: Class 2 contains 8827 members 
Entering Unmasked Estep 
Score: -1829549.125000 Penalty: 3114.521973
	Iteration 5F: 3 clusters Score -1829549 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5541 members 
Mstep: Class 2 contains 8977 members 
Entering Unmasked Estep 
Score: -1830146.875000 Penalty: 3114.521973
	Iteration 6F: 3 clusters Score -1830147 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5485 members 
Mstep: Class 2 contains 9033 members 
Entering Unmasked Estep 
Score: -1830632.500000 Penalty: 3114.521973
	Iteration 7Q: 3 clusters Score -1830632 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 8987 members 
Entering Unmasked Estep 
Score: -1831017.500000 Penalty: 3114.521973
	Iteration 8Q: 3 clusters Score -1831018 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5650 members 
Mstep: Class 2 contains 8868 members 
Entering Unmasked Estep 
Score: -1831295.125000 Penalty: 3114.521973
	Iteration 9Q: 3 clusters Score -1831295 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5828 members 
Mstep: Class 2 contains 8690 members 
Entering Unmasked Estep 
Score: -1831514.000000 Penalty: 3114.521973
	Iteration 10Q: 3 clusters Score -1831514 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 8496 members 
Entering Unmasked Estep 
Score: -1831695.000000 Penalty: 3114.521973
	Iteration 11Q: 3 clusters Score -1831695 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6217 members 
Mstep: Class 2 contains 8301 members 
Entering Unmasked Estep 
Score: -1831859.625000 Penalty: 3114.521973
	Iteration 12Q: 3 clusters Score -1831860 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6463 members 
Mstep: Class 2 contains 8055 members 
Entering Unmasked Estep 
Score: -1832030.250000 Penalty: 3114.521973
	Iteration 13Q: 3 clusters Score -1832030 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6690 members 
Mstep: Class 2 contains 7828 members 
Entering Unmasked Estep 
Score: -1832195.250000 Penalty: 3114.521973
	Iteration 14Q: 3 clusters Score -1832195 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6902 members 
Mstep: Class 2 contains 7616 members 
Entering Unmasked Estep 
Score: -1832326.250000 Penalty: 3114.521973
	Iteration 15Q: 3 clusters Score -1832326 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7064 members 
Mstep: Class 2 contains 7454 members 
Entering Unmasked Estep 
Score: -1832428.250000 Penalty: 3114.521973
	Iteration 16Q: 3 clusters Score -1832428 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7203 members 
Mstep: Class 2 contains 7315 members 
Entering Unmasked Estep 
Score: -1832504.875000 Penalty: 3114.521973
	Iteration 17Q: 3 clusters Score -1832505 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7323 members 
Mstep: Class 2 contains 7195 members 
Entering Unmasked Estep 
Score: -1832569.125000 Penalty: 3114.521973
	Iteration 18Q: 3 clusters Score -1832569 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7430 members 
Mstep: Class 2 contains 7088 members 
Entering Unmasked Estep 
Score: -1832622.375000 Penalty: 3114.521973
	Iteration 19Q: 3 clusters Score -1832622 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7533 members 
Mstep: Class 2 contains 6985 members 
Entering Unmasked Estep 
Score: -1832665.750000 Penalty: 3114.521973
	Iteration 20F: 3 clusters Score -1832666 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7636 members 
Mstep: Class 2 contains 6882 members 
Entering Unmasked Estep 
Score: -1832718.125000 Penalty: 3114.521973
	Iteration 21Q: 3 clusters Score -1832718 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7738 members 
Mstep: Class 2 contains 6780 members 
Entering Unmasked Estep 
Score: -1832771.125000 Penalty: 3114.521973
	Iteration 22Q: 3 clusters Score -1832771 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7823 members 
Mstep: Class 2 contains 6695 members 
Entering Unmasked Estep 
Score: -1832815.625000 Penalty: 3114.521973
	Iteration 23Q: 3 clusters Score -1832816 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7902 members 
Mstep: Class 2 contains 6616 members 
Entering Unmasked Estep 
Score: -1832848.250000 Penalty: 3114.521973
	Iteration 24Q: 3 clusters Score -1832848 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7967 members 
Mstep: Class 2 contains 6551 members 
Entering Unmasked Estep 
Score: -1832863.000000 Penalty: 3114.521973
	Iteration 25Q: 3 clusters Score -1832863 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8023 members 
Mstep: Class 2 contains 6495 members 
Entering Unmasked Estep 
Score: -1832883.000000 Penalty: 3114.521973
	Iteration 26Q: 3 clusters Score -1832883 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8081 members 
Mstep: Class 2 contains 6437 members 
Entering Unmasked Estep 
Score: -1832896.875000 Penalty: 3114.521973
	Iteration 27Q: 3 clusters Score -1832897 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8129 members 
Mstep: Class 2 contains 6389 members 
Entering Unmasked Estep 
Score: -1832909.625000 Penalty: 3114.521973
	Iteration 28Q: 3 clusters Score -1832910 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8163 members 
Mstep: Class 2 contains 6355 members 
Entering Unmasked Estep 
Score: -1832914.625000 Penalty: 3114.521973
	Iteration 29Q: 3 clusters Score -1832915 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8207 members 
Mstep: Class 2 contains 6311 members 
Entering Unmasked Estep 
Score: -1832927.250000 Penalty: 3114.521973
	Iteration 30Q: 3 clusters Score -1832927 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8243 members 
Mstep: Class 2 contains 6275 members 
Entering Unmasked Estep 
Score: -1832935.250000 Penalty: 3114.521973
	Iteration 31Q: 3 clusters Score -1832935 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8283 members 
Mstep: Class 2 contains 6235 members 
Entering Unmasked Estep 
Score: -1832946.125000 Penalty: 3114.521973
	Iteration 32Q: 3 clusters Score -1832946 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8325 members 
Mstep: Class 2 contains 6193 members 
Entering Unmasked Estep 
Score: -1832961.750000 Penalty: 3114.521973
	Iteration 33Q: 3 clusters Score -1832962 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8363 members 
Mstep: Class 2 contains 6155 members 
Entering Unmasked Estep 
Score: -1832968.375000 Penalty: 3114.521973
	Iteration 34Q: 3 clusters Score -1832968 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8396 members 
Mstep: Class 2 contains 6122 members 
Entering Unmasked Estep 
Score: -1832974.875000 Penalty: 3114.521973
	Iteration 35Q: 3 clusters Score -1832975 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8430 members 
Mstep: Class 2 contains 6088 members 
Entering Unmasked Estep 
Score: -1832985.500000 Penalty: 3114.521973
	Iteration 36Q: 3 clusters Score -1832986 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8472 members 
Mstep: Class 2 contains 6046 members 
Entering Unmasked Estep 
Score: -1832990.500000 Penalty: 3114.521973
	Iteration 37Q: 3 clusters Score -1832990 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8512 members 
Mstep: Class 2 contains 6006 members 
Entering Unmasked Estep 
Score: -1832996.875000 Penalty: 3114.521973
	Iteration 38Q: 3 clusters Score -1832997 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8550 members 
Mstep: Class 2 contains 5968 members 
Entering Unmasked Estep 
Score: -1833002.625000 Penalty: 3114.521973
	Iteration 39Q: 3 clusters Score -1833003 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8582 members 
Mstep: Class 2 contains 5936 members 
Entering Unmasked Estep 
Score: -1833010.375000 Penalty: 3114.521973
	Iteration 40F: 3 clusters Score -1833010 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8609 members 
Mstep: Class 2 contains 5909 members 
Entering Unmasked Estep 
Score: -1833013.125000 Penalty: 3114.521973
	Iteration 41Q: 3 clusters Score -1833013 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8635 members 
Mstep: Class 2 contains 5883 members 
Entering Unmasked Estep 
Score: -1833019.500000 Penalty: 3114.521973
	Iteration 42Q: 3 clusters Score -1833020 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8654 members 
Mstep: Class 2 contains 5864 members 
Entering Unmasked Estep 
Score: -1833023.625000 Penalty: 3114.521973
	Iteration 43Q: 3 clusters Score -1833024 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8670 members 
Mstep: Class 2 contains 5848 members 
Entering Unmasked Estep 
Score: -1833022.125000 Penalty: 3114.521973
	Iteration 44Q: 3 clusters Score -1833022 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8683 members 
Mstep: Class 2 contains 5835 members 
Entering Unmasked Estep 
Score: -1833021.000000 Penalty: 3114.521973
	Iteration 45Q: 3 clusters Score -1833021 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8698 members 
Mstep: Class 2 contains 5820 members 
Entering Unmasked Estep 
Score: -1833028.250000 Penalty: 3114.521973
	Iteration 46Q: 3 clusters Score -1833028 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8709 members 
Mstep: Class 2 contains 5809 members 
Entering Unmasked Estep 
Score: -1833025.500000 Penalty: 3114.521973
	Iteration 47Q: 3 clusters Score -1833026 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8718 members 
Mstep: Class 2 contains 5800 members 
Entering Unmasked Estep 
Score: -1833029.000000 Penalty: 3114.521973
	Iteration 48Q: 3 clusters Score -1833029 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8727 members 
Mstep: Class 2 contains 5791 members 
Entering Unmasked Estep 
Score: -1833030.500000 Penalty: 3114.521973
	Iteration 49Q: 3 clusters Score -1833030 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8731 members 
Mstep: Class 2 contains 5787 members 
Entering Unmasked Estep 
Score: -1833033.375000 Penalty: 3114.521973
	Iteration 50Q: 3 clusters Score -1833033 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8733 members 
Mstep: Class 2 contains 5785 members 
Entering Unmasked Estep 
Score: -1833033.125000 Penalty: 3114.521973
	Iteration 51Q: 3 clusters Score -1833033 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8736 members 
Mstep: Class 2 contains 5782 members 
Entering Unmasked Estep 
Score: -1833031.250000 Penalty: 3114.521973
	Iteration 52Q: 3 clusters Score -1833031 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8739 members 
Mstep: Class 2 contains 5779 members 
Entering Unmasked Estep 
Score: -1833029.625000 Penalty: 3114.521973
	Iteration 53Q: 3 clusters Score -1833030 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8745 members 
Mstep: Class 2 contains 5773 members 
Entering Unmasked Estep 
Score: -1833031.250000 Penalty: 3114.521973
	Iteration 54Q: 3 clusters Score -1833031 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8753 members 
Mstep: Class 2 contains 5765 members 
Entering Unmasked Estep 
Score: -1833034.250000 Penalty: 3114.521973
	Iteration 55Q: 3 clusters Score -1833034 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8757 members 
Mstep: Class 2 contains 5761 members 
Entering Unmasked Estep 
Score: -1833033.125000 Penalty: 3114.521973
	Iteration 56Q: 3 clusters Score -1833033 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8760 members 
Mstep: Class 2 contains 5758 members 
Entering Unmasked Estep 
Score: -1833032.500000 Penalty: 3114.521973
	Iteration 57Q: 3 clusters Score -1833032 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8762 members 
Mstep: Class 2 contains 5756 members 
Entering Unmasked Estep 
Score: -1833034.375000 Penalty: 3114.521973
	Iteration 58Q: 3 clusters Score -1833034 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8764 members 
Mstep: Class 2 contains 5754 members 
Entering Unmasked Estep 
Score: -1833035.875000 Penalty: 3114.521973
	Iteration 59Q: 3 clusters Score -1833036 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8766 members 
Mstep: Class 2 contains 5752 members 
Entering Unmasked Estep 
Score: -1833033.875000 Penalty: 3114.521973
	Iteration 60F: 3 clusters Score -1833034 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8769 members 
Mstep: Class 2 contains 5749 members 
Entering Unmasked Estep 
Score: -1833036.750000 Penalty: 3114.521973
	Iteration 61Q: 3 clusters Score -1833037 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8771 members 
Mstep: Class 2 contains 5747 members 
Entering Unmasked Estep 
Score: -1833032.125000 Penalty: 3114.521973
	Iteration 62Q: 3 clusters Score -1833032 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8772 members 
Mstep: Class 2 contains 5746 members 
Entering Unmasked Estep 
Score: -1833032.375000 Penalty: 3114.521973
	Iteration 63Q: 3 clusters Score -1833032 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8774 members 
Mstep: Class 2 contains 5744 members 
Entering Unmasked Estep 
Score: -1833032.125000 Penalty: 3114.521973
	Iteration 64Q: 3 clusters Score -1833032 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8778 members 
Mstep: Class 2 contains 5740 members 
Entering Unmasked Estep 
Score: -1833034.250000 Penalty: 3114.521973
	Iteration 65Q: 3 clusters Score -1833034 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8784 members 
Mstep: Class 2 contains 5734 members 
Entering Unmasked Estep 
Score: -1833033.250000 Penalty: 3114.521973
	Iteration 66Q: 3 clusters Score -1833033 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8789 members 
Mstep: Class 2 contains 5729 members 
Entering Unmasked Estep 
Score: -1833042.250000 Penalty: 3114.521973
	Iteration 67Q: 3 clusters Score -1833042 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8793 members 
Mstep: Class 2 contains 5725 members 
Entering Unmasked Estep 
Score: -1833040.000000 Penalty: 3114.521973
	Iteration 68Q: 3 clusters Score -1833040 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8799 members 
Mstep: Class 2 contains 5719 members 
Entering Unmasked Estep 
Score: -1833040.125000 Penalty: 3114.521973
	Iteration 69Q: 3 clusters Score -1833040 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8807 members 
Mstep: Class 2 contains 5711 members 
Entering Unmasked Estep 
Score: -1833041.125000 Penalty: 3114.521973
	Iteration 70Q: 3 clusters Score -1833041 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8811 members 
Mstep: Class 2 contains 5707 members 
Entering Unmasked Estep 
Score: -1833039.000000 Penalty: 3114.521973
	Iteration 71Q: 3 clusters Score -1833039 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8817 members 
Mstep: Class 2 contains 5701 members 
Entering Unmasked Estep 
Score: -1833040.500000 Penalty: 3114.521973
	Iteration 72Q: 3 clusters Score -1833040 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8821 members 
Mstep: Class 2 contains 5697 members 
Entering Unmasked Estep 
Score: -1833040.500000 Penalty: 3114.521973
	Iteration 73Q: 3 clusters Score -1833040 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8824 members 
Mstep: Class 2 contains 5694 members 
Entering Unmasked Estep 
Score: -1833037.750000 Penalty: 3114.521973
	Iteration 74Q: 3 clusters Score -1833038 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8826 members 
Mstep: Class 2 contains 5692 members 
Entering Unmasked Estep 
Score: -1833037.000000 Penalty: 3114.521973
	Iteration 75Q: 3 clusters Score -1833037 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8828 members 
Mstep: Class 2 contains 5690 members 
Entering Unmasked Estep 
Score: -1833040.000000 Penalty: 3114.521973
	Iteration 76Q: 3 clusters Score -1833040 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8830 members 
Mstep: Class 2 contains 5688 members 
Entering Unmasked Estep 
Score: -1833040.875000 Penalty: 3114.521973
	Iteration 77Q: 3 clusters Score -1833041 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8833 members 
Mstep: Class 2 contains 5685 members 
Entering Unmasked Estep 
Score: -1833041.500000 Penalty: 3114.521973
	Iteration 78Q: 3 clusters Score -1833042 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8839 members 
Mstep: Class 2 contains 5679 members 
Entering Unmasked Estep 
Score: -1833042.375000 Penalty: 3114.521973
	Iteration 79Q: 3 clusters Score -1833042 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8848 members 
Mstep: Class 2 contains 5670 members 
Entering Unmasked Estep 
Score: -1833041.625000 Penalty: 3114.521973
	Iteration 80F: 3 clusters Score -1833042 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8849 members 
Mstep: Class 2 contains 5669 members 
Entering Unmasked Estep 
Score: -1833042.000000 Penalty: 3114.521973
	Iteration 81Q: 3 clusters Score -1833042 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8850 members 
Mstep: Class 2 contains 5668 members 
Entering Unmasked Estep 
Score: -1833041.875000 Penalty: 3114.521973
	Iteration 82Q: 3 clusters Score -1833042 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8851 members 
Mstep: Class 2 contains 5667 members 
Entering Unmasked Estep 
Score: -1833040.875000 Penalty: 3114.521973
	Iteration 83Q: 3 clusters Score -1833041 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8854 members 
Mstep: Class 2 contains 5664 members 
Entering Unmasked Estep 
Score: -1833040.750000 Penalty: 3114.521973
	Iteration 84Q: 3 clusters Score -1833041 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8855 members 
Mstep: Class 2 contains 5663 members 
Entering Unmasked Estep 
Score: -1833040.125000 Penalty: 3114.521973
	Iteration 85Q: 3 clusters Score -1833040 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8856 members 
Mstep: Class 2 contains 5662 members 
Entering Unmasked Estep 
Score: -1833041.250000 Penalty: 3114.521973
	Iteration 86Q: 3 clusters Score -1833041 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8856 members 
Mstep: Class 2 contains 5662 members 
Entering Unmasked Estep 
Score: -1833041.250000 Penalty: 3114.521973
	Iteration 87F: 3 clusters Score -1833041 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 47710 members 
Mstep: Class 2 contains 5051 members 
Mstep: Class 3 contains 2099 members 
Mstep: Class 4 contains 3292 members 
Mstep: Class 5 contains 8856 members 
Mstep: Class 6 contains 1273 members 
Mstep: Class 7 contains 476 members 
Mstep: Class 8 contains 10058 members 
Mstep: Class 9 contains 25413 members 
Mstep: Class 10 contains 33115 members 
Mstep: Class 11 contains 2161 members 
Mstep: Class 12 contains 73152 members 
Mstep: Class 13 contains 18152 members 
Mstep: Class 14 contains 146790 members 
Mstep: Class 15 contains 2477 members 
Mstep: Class 16 contains 17967 members 
Mstep: Class 17 contains 9571 members 
Mstep: Class 18 contains 20857 members 
Mstep: Class 19 contains 34800 members 
Mstep: Class 20 contains 5743 members 
Mstep: Class 21 contains 11891 members 
Mstep: Class 22 contains 3017 members 
Mstep: Class 23 contains 21842 members 
Mstep: Class 24 contains 39369 members 
Mstep: Class 25 contains 7909 members 
Mstep: Class 26 contains 3869 members 
Mstep: Class 27 contains 2336 members 
Mstep: Class 28 contains 23635 members 
Mstep: Class 29 contains 408 members 
Mstep: Class 30 contains 3804 members 
Mstep: Class 31 contains 12571 members 
Mstep: Class 32 contains 13739 members 
Mstep: Class 33 contains 8162 members 
Mstep: Class 34 contains 13798 members 
Mstep: Class 35 contains 2404 members 
Mstep: Class 36 contains 11703 members 
Mstep: Class 37 contains 3920 members 
Mstep: Class 38 contains 10166 members 
Mstep: Class 39 contains 38156 members 
Mstep: Class 40 contains 18708 members 
Mstep: Class 41 contains 1394 members 
Mstep: Class 42 contains 24682 members 
Mstep: Class 43 contains 4317 members 
Mstep: Class 44 contains 3286 members 
Mstep: Class 45 contains 4543 members 
Mstep: Class 46 contains 4133 members 
Mstep: Class 47 contains 25817 members 
Mstep: Class 48 contains 818 members 
Mstep: Class 49 contains 3215 members 
Mstep: Class 50 contains 22294 members 
Mstep: Class 51 contains 5662 members 
Entering Unmasked Estep 
Score: -100307224.000000 Penalty: 112857.750000
Splitting cluster 5 changes total score from -100307568.000000 to -100307224.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (1273 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Entering Unmasked Estep 
Score: -156914.656250 Penalty: 1161.733887
	Iteration 0F: 2 clusters Score -156914.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -155308.265625 Penalty: 2323.467773
	Iteration 0F: 3 clusters Score -155308.3 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -155627.890625 Penalty: 2323.467773
	Iteration 1F: 3 clusters Score -155627.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -155698.828125 Penalty: 2323.467773
	Iteration 2F: 3 clusters Score -155698.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -155731.812500 Penalty: 2323.467773
	Iteration 3Q: 3 clusters Score -155731.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -155747.093750 Penalty: 2323.467773
	Iteration 4Q: 3 clusters Score -155747.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -155757.312500 Penalty: 2323.467773
	Iteration 5Q: 3 clusters Score -155757.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -155767.437500 Penalty: 2323.467773
	Iteration 6Q: 3 clusters Score -155767.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -155774.703125 Penalty: 2323.467773
	Iteration 7Q: 3 clusters Score -155774.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -155781.312500 Penalty: 2323.467773
	Iteration 8Q: 3 clusters Score -155781.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -155785.921875 Penalty: 2323.467773
	Iteration 9Q: 3 clusters Score -155785.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -155789.843750 Penalty: 2323.467773
	Iteration 10Q: 3 clusters Score -155789.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -155791.671875 Penalty: 2323.467773
	Iteration 11Q: 3 clusters Score -155791.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -155795.187500 Penalty: 2323.467773
	Iteration 12Q: 3 clusters Score -155795.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -155796.843750 Penalty: 2323.467773
	Iteration 13Q: 3 clusters Score -155796.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -155799.046875 Penalty: 2323.467773
	Iteration 14Q: 3 clusters Score -155799 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -155800.093750 Penalty: 2323.467773
	Iteration 15Q: 3 clusters Score -155800.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -155802.046875 Penalty: 2323.467773
	Iteration 16Q: 3 clusters Score -155802 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -155806.234375 Penalty: 2323.467773
	Iteration 17Q: 3 clusters Score -155806.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -155807.234375 Penalty: 2323.467773
	Iteration 18Q: 3 clusters Score -155807.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -155808.281250 Penalty: 2323.467773
	Iteration 19Q: 3 clusters Score -155808.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -155808.281250 Penalty: 2323.467773
	Iteration 20F: 3 clusters Score -155808.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (476 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Entering Unmasked Estep 
Score: -50619.191406 Penalty: 1001.880371
	Iteration 0F: 2 clusters Score -50619.19 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 247 members 
Entering Unmasked Estep 
Score: -49710.125000 Penalty: 2003.760742
	Iteration 0F: 3 clusters Score -49710.12 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -49924.375000 Penalty: 2003.760742
	Iteration 1F: 3 clusters Score -49924.38 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -50024.125000 Penalty: 2003.760742
	Iteration 2F: 3 clusters Score -50024.12 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -50085.089844 Penalty: 2003.760742
	Iteration 3F: 3 clusters Score -50085.09 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -50129.359375 Penalty: 2003.760742
	Iteration 4F: 3 clusters Score -50129.36 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -50151.132812 Penalty: 2003.760742
	Iteration 5Q: 3 clusters Score -50151.13 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -50192.089844 Penalty: 2003.760742
	Iteration 6Q: 3 clusters Score -50192.09 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -50214.257812 Penalty: 2003.760742
	Iteration 7Q: 3 clusters Score -50214.26 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -50228.585938 Penalty: 2003.760742
	Iteration 8Q: 3 clusters Score -50228.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -50237.265625 Penalty: 2003.760742
	Iteration 9Q: 3 clusters Score -50237.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -50243.769531 Penalty: 2003.760742
	Iteration 10Q: 3 clusters Score -50243.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -50245.269531 Penalty: 2003.760742
	Iteration 11Q: 3 clusters Score -50245.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -50245.269531 Penalty: 2003.760742
	Iteration 12F: 3 clusters Score -50245.27 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (10058 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10058 members 
Entering Unmasked Estep 
Score: -1211162.000000 Penalty: 1497.620117
	Iteration 0F: 2 clusters Score -1211162 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 5042 members 
Entering Unmasked Estep 
Score: -1203959.375000 Penalty: 2995.240234
	Iteration 0F: 3 clusters Score -1203959 nChanged 4311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -1206428.125000 Penalty: 2995.240234
	Iteration 1F: 3 clusters Score -1206428 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 5226 members 
Entering Unmasked Estep 
Score: -1206742.250000 Penalty: 2995.240234
	Iteration 2F: 3 clusters Score -1206742 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 5328 members 
Entering Unmasked Estep 
Score: -1207010.750000 Penalty: 2995.240234
	Iteration 3F: 3 clusters Score -1207011 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 5427 members 
Entering Unmasked Estep 
Score: -1207257.500000 Penalty: 2995.240234
	Iteration 4F: 3 clusters Score -1207258 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 5552 members 
Entering Unmasked Estep 
Score: -1207482.750000 Penalty: 2995.240234
	Iteration 5Q: 3 clusters Score -1207483 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 5670 members 
Entering Unmasked Estep 
Score: -1207702.750000 Penalty: 2995.240234
	Iteration 6Q: 3 clusters Score -1207703 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 5787 members 
Entering Unmasked Estep 
Score: -1207935.000000 Penalty: 2995.240234
	Iteration 7Q: 3 clusters Score -1207935 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 5888 members 
Entering Unmasked Estep 
Score: -1208209.625000 Penalty: 2995.240234
	Iteration 8Q: 3 clusters Score -1208210 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 5997 members 
Entering Unmasked Estep 
Score: -1208462.625000 Penalty: 2995.240234
	Iteration 9Q: 3 clusters Score -1208463 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 6120 members 
Entering Unmasked Estep 
Score: -1208700.500000 Penalty: 2995.240234
	Iteration 10Q: 3 clusters Score -1208700 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 6257 members 
Entering Unmasked Estep 
Score: -1208937.125000 Penalty: 2995.240234
	Iteration 11Q: 3 clusters Score -1208937 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 6380 members 
Entering Unmasked Estep 
Score: -1209130.250000 Penalty: 2995.240234
	Iteration 12Q: 3 clusters Score -1209130 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 6479 members 
Entering Unmasked Estep 
Score: -1209330.000000 Penalty: 2995.240234
	Iteration 13Q: 3 clusters Score -1209330 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 6560 members 
Entering Unmasked Estep 
Score: -1209525.000000 Penalty: 2995.240234
	Iteration 14Q: 3 clusters Score -1209525 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 6651 members 
Entering Unmasked Estep 
Score: -1209713.250000 Penalty: 2995.240234
	Iteration 15Q: 3 clusters Score -1209713 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 6709 members 
Entering Unmasked Estep 
Score: -1209872.250000 Penalty: 2995.240234
	Iteration 16Q: 3 clusters Score -1209872 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 6710 members 
Entering Unmasked Estep 
Score: -1209989.500000 Penalty: 2995.240234
	Iteration 17Q: 3 clusters Score -1209990 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 6730 members 
Entering Unmasked Estep 
Score: -1210050.000000 Penalty: 2995.240234
	Iteration 18Q: 3 clusters Score -1210050 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 6733 members 
Entering Unmasked Estep 
Score: -1210085.500000 Penalty: 2995.240234
	Iteration 19Q: 3 clusters Score -1210086 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 6750 members 
Entering Unmasked Estep 
Score: -1210108.875000 Penalty: 2995.240234
	Iteration 20F: 3 clusters Score -1210109 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 6758 members 
Entering Unmasked Estep 
Score: -1210121.500000 Penalty: 2995.240234
	Iteration 21Q: 3 clusters Score -1210122 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 6756 members 
Entering Unmasked Estep 
Score: -1210130.250000 Penalty: 2995.240234
	Iteration 22Q: 3 clusters Score -1210130 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 6759 members 
Entering Unmasked Estep 
Score: -1210138.750000 Penalty: 2995.240234
	Iteration 23Q: 3 clusters Score -1210139 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 6757 members 
Entering Unmasked Estep 
Score: -1210143.625000 Penalty: 2995.240234
	Iteration 24Q: 3 clusters Score -1210144 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 6753 members 
Entering Unmasked Estep 
Score: -1210150.125000 Penalty: 2995.240234
	Iteration 25Q: 3 clusters Score -1210150 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 6743 members 
Entering Unmasked Estep 
Score: -1210157.750000 Penalty: 2995.240234
	Iteration 26Q: 3 clusters Score -1210158 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 6733 members 
Entering Unmasked Estep 
Score: -1210159.125000 Penalty: 2995.240234
	Iteration 27Q: 3 clusters Score -1210159 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 6718 members 
Entering Unmasked Estep 
Score: -1210159.250000 Penalty: 2995.240234
	Iteration 28Q: 3 clusters Score -1210159 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 6707 members 
Entering Unmasked Estep 
Score: -1210163.125000 Penalty: 2995.240234
	Iteration 29Q: 3 clusters Score -1210163 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 6701 members 
Entering Unmasked Estep 
Score: -1210165.875000 Penalty: 2995.240234
	Iteration 30Q: 3 clusters Score -1210166 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 6693 members 
Entering Unmasked Estep 
Score: -1210165.875000 Penalty: 2995.240234
	Iteration 31Q: 3 clusters Score -1210166 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 6690 members 
Entering Unmasked Estep 
Score: -1210167.500000 Penalty: 2995.240234
	Iteration 32Q: 3 clusters Score -1210168 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 6687 members 
Entering Unmasked Estep 
Score: -1210165.875000 Penalty: 2995.240234
	Iteration 33Q: 3 clusters Score -1210166 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 6684 members 
Entering Unmasked Estep 
Score: -1210165.875000 Penalty: 2995.240234
	Iteration 34Q: 3 clusters Score -1210166 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 6682 members 
Entering Unmasked Estep 
Score: -1210168.125000 Penalty: 2995.240234
	Iteration 35Q: 3 clusters Score -1210168 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 6680 members 
Entering Unmasked Estep 
Score: -1210170.250000 Penalty: 2995.240234
	Iteration 36Q: 3 clusters Score -1210170 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 6677 members 
Entering Unmasked Estep 
Score: -1210169.875000 Penalty: 2995.240234
	Iteration 37Q: 3 clusters Score -1210170 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 6674 members 
Entering Unmasked Estep 
Score: -1210169.500000 Penalty: 2995.240234
	Iteration 38Q: 3 clusters Score -1210170 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 6669 members 
Entering Unmasked Estep 
Score: -1210170.750000 Penalty: 2995.240234
	Iteration 39Q: 3 clusters Score -1210171 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 6663 members 
Entering Unmasked Estep 
Score: -1210171.000000 Penalty: 2995.240234
	Iteration 40F: 3 clusters Score -1210171 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 6653 members 
Entering Unmasked Estep 
Score: -1210171.500000 Penalty: 2995.240234
	Iteration 41Q: 3 clusters Score -1210172 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 6648 members 
Entering Unmasked Estep 
Score: -1210174.875000 Penalty: 2995.240234
	Iteration 42Q: 3 clusters Score -1210175 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 6643 members 
Entering Unmasked Estep 
Score: -1210174.000000 Penalty: 2995.240234
	Iteration 43Q: 3 clusters Score -1210174 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 6642 members 
Entering Unmasked Estep 
Score: -1210174.500000 Penalty: 2995.240234
	Iteration 44Q: 3 clusters Score -1210174 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 6643 members 
Entering Unmasked Estep 
Score: -1210175.625000 Penalty: 2995.240234
	Iteration 45Q: 3 clusters Score -1210176 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 6641 members 
Entering Unmasked Estep 
Score: -1210174.750000 Penalty: 2995.240234
	Iteration 46Q: 3 clusters Score -1210175 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 6641 members 
Entering Unmasked Estep 
Score: -1210174.750000 Penalty: 2995.240234
	Iteration 47F: 3 clusters Score -1210175 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (25413 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25413 members 
Entering Unmasked Estep 
Score: -3087372.500000 Penalty: 1648.240112
	Iteration 0F: 2 clusters Score -3087372 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12767 members 
Mstep: Class 2 contains 12646 members 
Entering Unmasked Estep 
Score: -3070171.250000 Penalty: 3296.480225
	Iteration 0F: 3 clusters Score -3070171 nChanged 11697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13196 members 
Mstep: Class 2 contains 12217 members 
Entering Unmasked Estep 
Score: -3076848.000000 Penalty: 3296.480225
	Iteration 1F: 3 clusters Score -3076848 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13393 members 
Mstep: Class 2 contains 12020 members 
Entering Unmasked Estep 
Score: -3077405.750000 Penalty: 3296.480225
	Iteration 2F: 3 clusters Score -3077406 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13662 members 
Mstep: Class 2 contains 11751 members 
Entering Unmasked Estep 
Score: -3077897.250000 Penalty: 3296.480225
	Iteration 3F: 3 clusters Score -3077897 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13994 members 
Mstep: Class 2 contains 11419 members 
Entering Unmasked Estep 
Score: -3078352.250000 Penalty: 3296.480225
	Iteration 4Q: 3 clusters Score -3078352 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14400 members 
Mstep: Class 2 contains 11013 members 
Entering Unmasked Estep 
Score: -3078790.250000 Penalty: 3296.480225
	Iteration 5Q: 3 clusters Score -3078790 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14904 members 
Mstep: Class 2 contains 10509 members 
Entering Unmasked Estep 
Score: -3079266.750000 Penalty: 3296.480225
	Iteration 6Q: 3 clusters Score -3079267 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15555 members 
Mstep: Class 2 contains 9858 members 
Entering Unmasked Estep 
Score: -3079832.500000 Penalty: 3296.480225
	Iteration 7Q: 3 clusters Score -3079832 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16323 members 
Mstep: Class 2 contains 9090 members 
Entering Unmasked Estep 
Score: -3080483.500000 Penalty: 3296.480225
	Iteration 8Q: 3 clusters Score -3080484 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17181 members 
Mstep: Class 2 contains 8232 members 
Entering Unmasked Estep 
Score: -3081238.750000 Penalty: 3296.480225
	Iteration 9Q: 3 clusters Score -3081239 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18031 members 
Mstep: Class 2 contains 7382 members 
Entering Unmasked Estep 
Score: -3081986.000000 Penalty: 3296.480225
	Iteration 10Q: 3 clusters Score -3081986 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18825 members 
Mstep: Class 2 contains 6588 members 
Entering Unmasked Estep 
Score: -3082603.250000 Penalty: 3296.480225
	Iteration 11Q: 3 clusters Score -3082603 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19541 members 
Mstep: Class 2 contains 5872 members 
Entering Unmasked Estep 
Score: -3083165.000000 Penalty: 3296.480225
	Iteration 12Q: 3 clusters Score -3083165 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20174 members 
Mstep: Class 2 contains 5239 members 
Entering Unmasked Estep 
Score: -3083629.250000 Penalty: 3296.480225
	Iteration 13Q: 3 clusters Score -3083629 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20707 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -3083994.750000 Penalty: 3296.480225
	Iteration 14Q: 3 clusters Score -3083995 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21180 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -3084288.250000 Penalty: 3296.480225
	Iteration 15Q: 3 clusters Score -3084288 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21566 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -3084538.000000 Penalty: 3296.480225
	Iteration 16Q: 3 clusters Score -3084538 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21879 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -3084734.000000 Penalty: 3296.480225
	Iteration 17Q: 3 clusters Score -3084734 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22143 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -3084904.500000 Penalty: 3296.480225
	Iteration 18Q: 3 clusters Score -3084904 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22360 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -3085048.000000 Penalty: 3296.480225
	Iteration 19Q: 3 clusters Score -3085048 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22561 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -3085186.250000 Penalty: 3296.480225
	Iteration 20F: 3 clusters Score -3085186 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22755 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -3085285.750000 Penalty: 3296.480225
	Iteration 21Q: 3 clusters Score -3085286 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22946 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -3085398.250000 Penalty: 3296.480225
	Iteration 22Q: 3 clusters Score -3085398 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23112 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -3085469.500000 Penalty: 3296.480225
	Iteration 23Q: 3 clusters Score -3085470 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23260 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -3085546.000000 Penalty: 3296.480225
	Iteration 24Q: 3 clusters Score -3085546 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23411 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -3085604.250000 Penalty: 3296.480225
	Iteration 25Q: 3 clusters Score -3085604 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23530 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -3085662.750000 Penalty: 3296.480225
	Iteration 26Q: 3 clusters Score -3085663 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23644 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -3085708.250000 Penalty: 3296.480225
	Iteration 27Q: 3 clusters Score -3085708 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23744 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -3085746.250000 Penalty: 3296.480225
	Iteration 28Q: 3 clusters Score -3085746 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23840 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -3085790.000000 Penalty: 3296.480225
	Iteration 29Q: 3 clusters Score -3085790 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23930 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -3085835.500000 Penalty: 3296.480225
	Iteration 30Q: 3 clusters Score -3085836 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24005 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -3085863.250000 Penalty: 3296.480225
	Iteration 31Q: 3 clusters Score -3085863 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24079 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -3085892.000000 Penalty: 3296.480225
	Iteration 32Q: 3 clusters Score -3085892 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24136 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -3085909.750000 Penalty: 3296.480225
	Iteration 33Q: 3 clusters Score -3085910 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24189 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -3085942.000000 Penalty: 3296.480225
	Iteration 34Q: 3 clusters Score -3085942 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24241 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -3085960.500000 Penalty: 3296.480225
	Iteration 35Q: 3 clusters Score -3085960 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24275 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -3085976.250000 Penalty: 3296.480225
	Iteration 36Q: 3 clusters Score -3085976 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24301 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -3085984.000000 Penalty: 3296.480225
	Iteration 37Q: 3 clusters Score -3085984 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24327 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -3085990.000000 Penalty: 3296.480225
	Iteration 38Q: 3 clusters Score -3085990 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24354 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -3085994.250000 Penalty: 3296.480225
	Iteration 39Q: 3 clusters Score -3085994 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24376 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -3086003.500000 Penalty: 3296.480225
	Iteration 40F: 3 clusters Score -3086004 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24392 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -3086011.250000 Penalty: 3296.480225
	Iteration 41Q: 3 clusters Score -3086011 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24407 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -3086020.250000 Penalty: 3296.480225
	Iteration 42Q: 3 clusters Score -3086020 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24421 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -3086030.000000 Penalty: 3296.480225
	Iteration 43Q: 3 clusters Score -3086030 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24430 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -3086029.500000 Penalty: 3296.480225
	Iteration 44Q: 3 clusters Score -3086030 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24439 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -3086036.000000 Penalty: 3296.480225
	Iteration 45Q: 3 clusters Score -3086036 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24441 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -3086037.500000 Penalty: 3296.480225
	Iteration 46Q: 3 clusters Score -3086038 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24443 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -3086040.000000 Penalty: 3296.480225
	Iteration 47Q: 3 clusters Score -3086040 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24448 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -3086040.750000 Penalty: 3296.480225
	Iteration 48Q: 3 clusters Score -3086041 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24453 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -3086041.750000 Penalty: 3296.480225
	Iteration 49Q: 3 clusters Score -3086042 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24464 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -3086047.750000 Penalty: 3296.480225
	Iteration 50Q: 3 clusters Score -3086048 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24476 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -3086055.750000 Penalty: 3296.480225
	Iteration 51Q: 3 clusters Score -3086056 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24488 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -3086063.750000 Penalty: 3296.480225
	Iteration 52Q: 3 clusters Score -3086064 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24502 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -3086071.250000 Penalty: 3296.480225
	Iteration 53Q: 3 clusters Score -3086071 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24511 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -3086073.250000 Penalty: 3296.480225
	Iteration 54Q: 3 clusters Score -3086073 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24522 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -3086079.500000 Penalty: 3296.480225
	Iteration 55Q: 3 clusters Score -3086080 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24532 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -3086082.000000 Penalty: 3296.480225
	Iteration 56Q: 3 clusters Score -3086082 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24543 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -3086087.000000 Penalty: 3296.480225
	Iteration 57Q: 3 clusters Score -3086087 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24554 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -3086086.000000 Penalty: 3296.480225
	Iteration 58Q: 3 clusters Score -3086086 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24568 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -3086095.500000 Penalty: 3296.480225
	Iteration 59Q: 3 clusters Score -3086096 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24579 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -3086101.750000 Penalty: 3296.480225
	Iteration 60F: 3 clusters Score -3086102 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24590 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -3086105.500000 Penalty: 3296.480225
	Iteration 61Q: 3 clusters Score -3086106 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24599 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -3086106.000000 Penalty: 3296.480225
	Iteration 62Q: 3 clusters Score -3086106 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24604 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -3086104.500000 Penalty: 3296.480225
	Iteration 63Q: 3 clusters Score -3086104 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24615 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -3086115.000000 Penalty: 3296.480225
	Iteration 64Q: 3 clusters Score -3086115 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24627 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -3086120.750000 Penalty: 3296.480225
	Iteration 65Q: 3 clusters Score -3086121 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24634 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -3086123.250000 Penalty: 3296.480225
	Iteration 66Q: 3 clusters Score -3086123 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24643 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -3086124.000000 Penalty: 3296.480225
	Iteration 67Q: 3 clusters Score -3086124 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24648 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -3086132.000000 Penalty: 3296.480225
	Iteration 68Q: 3 clusters Score -3086132 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24657 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -3086132.250000 Penalty: 3296.480225
	Iteration 69Q: 3 clusters Score -3086132 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24664 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -3086135.000000 Penalty: 3296.480225
	Iteration 70Q: 3 clusters Score -3086135 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24667 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -3086133.750000 Penalty: 3296.480225
	Iteration 71Q: 3 clusters Score -3086134 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24670 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -3086136.000000 Penalty: 3296.480225
	Iteration 72Q: 3 clusters Score -3086136 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24673 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -3086140.250000 Penalty: 3296.480225
	Iteration 73Q: 3 clusters Score -3086140 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24675 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -3086139.250000 Penalty: 3296.480225
	Iteration 74Q: 3 clusters Score -3086139 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24675 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -3086139.250000 Penalty: 3296.480225
	Iteration 75F: 3 clusters Score -3086139 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (33115 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33115 members 
Entering Unmasked Estep 
Score: -4284659.000000 Penalty: 1691.258057
	Iteration 0F: 2 clusters Score -4284659 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16619 members 
Mstep: Class 2 contains 16496 members 
Entering Unmasked Estep 
Score: -4262472.500000 Penalty: 3382.516113
	Iteration 0F: 3 clusters Score -4262472 nChanged 15318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17461 members 
Mstep: Class 2 contains 15654 members 
Entering Unmasked Estep 
Score: -4270893.500000 Penalty: 3382.516113
	Iteration 1F: 3 clusters Score -4270894 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18049 members 
Mstep: Class 2 contains 15066 members 
Entering Unmasked Estep 
Score: -4271267.500000 Penalty: 3382.516113
	Iteration 2Q: 3 clusters Score -4271268 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18874 members 
Mstep: Class 2 contains 14241 members 
Entering Unmasked Estep 
Score: -4271674.000000 Penalty: 3382.516113
	Iteration 3Q: 3 clusters Score -4271674 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19958 members 
Mstep: Class 2 contains 13157 members 
Entering Unmasked Estep 
Score: -4272177.500000 Penalty: 3382.516113
	Iteration 4Q: 3 clusters Score -4272178 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21558 members 
Mstep: Class 2 contains 11557 members 
Entering Unmasked Estep 
Score: -4273072.500000 Penalty: 3382.516113
	Iteration 5F: 3 clusters Score -4273072 nChanged 2194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23682 members 
Mstep: Class 2 contains 9433 members 
Entering Unmasked Estep 
Score: -4274486.500000 Penalty: 3382.516113
	Iteration 6F: 3 clusters Score -4274486 nChanged 2486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26132 members 
Mstep: Class 2 contains 6983 members 
Entering Unmasked Estep 
Score: -4276463.000000 Penalty: 3382.516113
	Iteration 7F: 3 clusters Score -4276463 nChanged 2516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28640 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -4278757.000000 Penalty: 3382.516113
	Iteration 8F: 3 clusters Score -4278757 nChanged 2166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30804 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -4280877.000000 Penalty: 3382.516113
	Iteration 9F: 3 clusters Score -4280877 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32099 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -4282153.500000 Penalty: 3382.516113
	Iteration 10Q: 3 clusters Score -4282154 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32701 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -4282711.000000 Penalty: 3382.516113
	Iteration 11Q: 3 clusters Score -4282711 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32901 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -4282964.000000 Penalty: 3382.516113
	Iteration 12Q: 3 clusters Score -4282964 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32965 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -4283079.500000 Penalty: 3382.516113
	Iteration 13Q: 3 clusters Score -4283080 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32981 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -4283123.500000 Penalty: 3382.516113
	Iteration 14Q: 3 clusters Score -4283124 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32985 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -4283149.000000 Penalty: 3382.516113
	Iteration 15Q: 3 clusters Score -4283149 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32990 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -4283157.000000 Penalty: 3382.516113
	Iteration 16Q: 3 clusters Score -4283157 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32990 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -4283160.500000 Penalty: 3382.516113
	Iteration 17Q: 3 clusters Score -4283160 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32990 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -4283163.000000 Penalty: 3382.516113
	Iteration 18Q: 3 clusters Score -4283163 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32991 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -4283164.000000 Penalty: 3382.516113
	Iteration 19Q: 3 clusters Score -4283164 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32992 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -4283170.500000 Penalty: 3382.516113
	Iteration 20F: 3 clusters Score -4283170 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (2161 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Entering Unmasked Estep 
Score: -257028.812500 Penalty: 1247.728027
	Iteration 0F: 2 clusters Score -257028.8 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 1093 members 
Entering Unmasked Estep 
Score: -254857.453125 Penalty: 2495.456055
	Iteration 0F: 3 clusters Score -254857.5 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -255375.500000 Penalty: 2495.456055
	Iteration 1F: 3 clusters Score -255375.5 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -255507.000000 Penalty: 2495.456055
	Iteration 2F: 3 clusters Score -255507 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -255564.250000 Penalty: 2495.456055
	Iteration 3Q: 3 clusters Score -255564.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -255601.359375 Penalty: 2495.456055
	Iteration 4Q: 3 clusters Score -255601.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -255621.468750 Penalty: 2495.456055
	Iteration 5Q: 3 clusters Score -255621.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -255636.890625 Penalty: 2495.456055
	Iteration 6Q: 3 clusters Score -255636.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -255654.375000 Penalty: 2495.456055
	Iteration 7Q: 3 clusters Score -255654.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -255672.218750 Penalty: 2495.456055
	Iteration 8Q: 3 clusters Score -255672.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -255685.250000 Penalty: 2495.456055
	Iteration 9Q: 3 clusters Score -255685.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -255694.546875 Penalty: 2495.456055
	Iteration 10Q: 3 clusters Score -255694.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -255700.031250 Penalty: 2495.456055
	Iteration 11Q: 3 clusters Score -255700 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -255706.765625 Penalty: 2495.456055
	Iteration 12Q: 3 clusters Score -255706.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -255712.203125 Penalty: 2495.456055
	Iteration 13Q: 3 clusters Score -255712.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -255716.109375 Penalty: 2495.456055
	Iteration 14Q: 3 clusters Score -255716.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -255720.109375 Penalty: 2495.456055
	Iteration 15Q: 3 clusters Score -255720.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -255728.343750 Penalty: 2495.456055
	Iteration 16Q: 3 clusters Score -255728.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -255742.281250 Penalty: 2495.456055
	Iteration 17Q: 3 clusters Score -255742.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -255757.546875 Penalty: 2495.456055
	Iteration 18Q: 3 clusters Score -255757.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -255768.468750 Penalty: 2495.456055
	Iteration 19Q: 3 clusters Score -255768.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -255784.953125 Penalty: 2495.456055
	Iteration 20F: 3 clusters Score -255785 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -255809.921875 Penalty: 2495.456055
	Iteration 21Q: 3 clusters Score -255809.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -255838.984375 Penalty: 2495.456055
	Iteration 22Q: 3 clusters Score -255839 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -255878.125000 Penalty: 2495.456055
	Iteration 23Q: 3 clusters Score -255878.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -255929.765625 Penalty: 2495.456055
	Iteration 24Q: 3 clusters Score -255929.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -255969.671875 Penalty: 2495.456055
	Iteration 25Q: 3 clusters Score -255969.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -255998.734375 Penalty: 2495.456055
	Iteration 26Q: 3 clusters Score -255998.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -256020.734375 Penalty: 2495.456055
	Iteration 27Q: 3 clusters Score -256020.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -256034.140625 Penalty: 2495.456055
	Iteration 28Q: 3 clusters Score -256034.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -256046.406250 Penalty: 2495.456055
	Iteration 29Q: 3 clusters Score -256046.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -256056.500000 Penalty: 2495.456055
	Iteration 30Q: 3 clusters Score -256056.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -256061.406250 Penalty: 2495.456055
	Iteration 31Q: 3 clusters Score -256061.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -256063.171875 Penalty: 2495.456055
	Iteration 32Q: 3 clusters Score -256063.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -256065.750000 Penalty: 2495.456055
	Iteration 33Q: 3 clusters Score -256065.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -256071.546875 Penalty: 2495.456055
	Iteration 34Q: 3 clusters Score -256071.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -256078.843750 Penalty: 2495.456055
	Iteration 35Q: 3 clusters Score -256078.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -256087.812500 Penalty: 2495.456055
	Iteration 36Q: 3 clusters Score -256087.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -256092.640625 Penalty: 2495.456055
	Iteration 37Q: 3 clusters Score -256092.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -256097.531250 Penalty: 2495.456055
	Iteration 38Q: 3 clusters Score -256097.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -256102.093750 Penalty: 2495.456055
	Iteration 39Q: 3 clusters Score -256102.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -256104.156250 Penalty: 2495.456055
	Iteration 40F: 3 clusters Score -256104.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -256109.906250 Penalty: 2495.456055
	Iteration 41Q: 3 clusters Score -256109.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -256112.859375 Penalty: 2495.456055
	Iteration 42Q: 3 clusters Score -256112.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -256115.125000 Penalty: 2495.456055
	Iteration 43Q: 3 clusters Score -256115.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -256116.703125 Penalty: 2495.456055
	Iteration 44Q: 3 clusters Score -256116.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -256119.156250 Penalty: 2495.456055
	Iteration 45Q: 3 clusters Score -256119.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -256121.140625 Penalty: 2495.456055
	Iteration 46Q: 3 clusters Score -256121.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -256123.109375 Penalty: 2495.456055
	Iteration 47Q: 3 clusters Score -256123.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -256124.218750 Penalty: 2495.456055
	Iteration 48Q: 3 clusters Score -256124.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -256126.515625 Penalty: 2495.456055
	Iteration 49Q: 3 clusters Score -256126.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -256127.000000 Penalty: 2495.456055
	Iteration 50Q: 3 clusters Score -256127 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -256127.312500 Penalty: 2495.456055
	Iteration 51Q: 3 clusters Score -256127.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -256127.312500 Penalty: 2495.456055
	Iteration 52F: 3 clusters Score -256127.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (73152 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73152 members 
Entering Unmasked Estep 
Score: -9294828.000000 Penalty: 1820.047852
	Iteration 0F: 2 clusters Score -9294828 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36570 members 
Mstep: Class 2 contains 36582 members 
Entering Unmasked Estep 
Score: -9246074.000000 Penalty: 3640.095703
	Iteration 0F: 3 clusters Score -9246074 nChanged 34821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37259 members 
Mstep: Class 2 contains 35893 members 
Entering Unmasked Estep 
Score: -9265985.000000 Penalty: 3640.095703
	Iteration 1F: 3 clusters Score -9265985 nChanged 2591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37860 members 
Mstep: Class 2 contains 35292 members 
Entering Unmasked Estep 
Score: -9266600.000000 Penalty: 3640.095703
	Iteration 2Q: 3 clusters Score -9266600 nChanged 2708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38866 members 
Mstep: Class 2 contains 34286 members 
Entering Unmasked Estep 
Score: -9267334.000000 Penalty: 3640.095703
	Iteration 3Q: 3 clusters Score -9267334 nChanged 3104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40448 members 
Mstep: Class 2 contains 32704 members 
Entering Unmasked Estep 
Score: -9268425.000000 Penalty: 3640.095703
	Iteration 4Q: 3 clusters Score -9268425 nChanged 3601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42743 members 
Mstep: Class 2 contains 30409 members 
Entering Unmasked Estep 
Score: -9269963.000000 Penalty: 3640.095703
	Iteration 5Q: 3 clusters Score -9269963 nChanged 4051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45740 members 
Mstep: Class 2 contains 27412 members 
Entering Unmasked Estep 
Score: -9271944.000000 Penalty: 3640.095703
	Iteration 6F: 3 clusters Score -9271944 nChanged 4531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49451 members 
Mstep: Class 2 contains 23701 members 
Entering Unmasked Estep 
Score: -9274637.000000 Penalty: 3640.095703
	Iteration 7F: 3 clusters Score -9274637 nChanged 4760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53595 members 
Mstep: Class 2 contains 19557 members 
Entering Unmasked Estep 
Score: -9277634.000000 Penalty: 3640.095703
	Iteration 8F: 3 clusters Score -9277634 nChanged 4423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57670 members 
Mstep: Class 2 contains 15482 members 
Entering Unmasked Estep 
Score: -9280650.000000 Penalty: 3640.095703
	Iteration 9F: 3 clusters Score -9280650 nChanged 3998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61570 members 
Mstep: Class 2 contains 11582 members 
Entering Unmasked Estep 
Score: -9283633.000000 Penalty: 3640.095703
	Iteration 10F: 3 clusters Score -9283633 nChanged 3629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65183 members 
Mstep: Class 2 contains 7969 members 
Entering Unmasked Estep 
Score: -9286604.000000 Penalty: 3640.095703
	Iteration 11Q: 3 clusters Score -9286604 nChanged 2968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68147 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -9289128.000000 Penalty: 3640.095703
	Iteration 12Q: 3 clusters Score -9289128 nChanged 2066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70213 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -9290927.000000 Penalty: 3640.095703
	Iteration 13Q: 3 clusters Score -9290927 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71473 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -9292011.000000 Penalty: 3640.095703
	Iteration 14Q: 3 clusters Score -9292011 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72184 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -9292646.000000 Penalty: 3640.095703
	Iteration 15Q: 3 clusters Score -9292646 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72530 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -9292950.000000 Penalty: 3640.095703
	Iteration 16Q: 3 clusters Score -9292950 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72686 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -9293048.000000 Penalty: 3640.095703
	Iteration 17Q: 3 clusters Score -9293048 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72766 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -9293126.000000 Penalty: 3640.095703
	Iteration 18Q: 3 clusters Score -9293126 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72815 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -9293166.000000 Penalty: 3640.095703
	Iteration 19Q: 3 clusters Score -9293166 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72841 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -9293191.000000 Penalty: 3640.095703
	Iteration 20F: 3 clusters Score -9293191 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72851 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -9293211.000000 Penalty: 3640.095703
	Iteration 21Q: 3 clusters Score -9293211 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72866 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -9293226.000000 Penalty: 3640.095703
	Iteration 22Q: 3 clusters Score -9293226 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72872 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -9293238.000000 Penalty: 3640.095703
	Iteration 23Q: 3 clusters Score -9293238 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72872 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -9293249.000000 Penalty: 3640.095703
	Iteration 24Q: 3 clusters Score -9293249 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72879 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -9293247.000000 Penalty: 3640.095703
	Iteration 25Q: 3 clusters Score -9293247 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72882 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -9293256.000000 Penalty: 3640.095703
	Iteration 26Q: 3 clusters Score -9293256 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72883 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -9293259.000000 Penalty: 3640.095703
	Iteration 27Q: 3 clusters Score -9293259 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72884 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -9293260.000000 Penalty: 3640.095703
	Iteration 28Q: 3 clusters Score -9293260 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72883 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -9293260.000000 Penalty: 3640.095703
	Iteration 29Q: 3 clusters Score -9293260 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72883 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -9293260.000000 Penalty: 3640.095703
	Iteration 30F: 3 clusters Score -9293260 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (18152 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18152 members 
Entering Unmasked Estep 
Score: -2268268.500000 Penalty: 1593.562012
	Iteration 0F: 2 clusters Score -2268268 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9112 members 
Mstep: Class 2 contains 9040 members 
Entering Unmasked Estep 
Score: -2255830.000000 Penalty: 3187.124023
	Iteration 0F: 3 clusters Score -2255830 nChanged 8244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9240 members 
Mstep: Class 2 contains 8912 members 
Entering Unmasked Estep 
Score: -2260453.250000 Penalty: 3187.124023
	Iteration 1F: 3 clusters Score -2260453 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9233 members 
Mstep: Class 2 contains 8919 members 
Entering Unmasked Estep 
Score: -2261090.500000 Penalty: 3187.124023
	Iteration 2F: 3 clusters Score -2261090 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9170 members 
Mstep: Class 2 contains 8982 members 
Entering Unmasked Estep 
Score: -2261863.500000 Penalty: 3187.124023
	Iteration 3F: 3 clusters Score -2261864 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9073 members 
Mstep: Class 2 contains 9079 members 
Entering Unmasked Estep 
Score: -2262752.250000 Penalty: 3187.124023
	Iteration 4F: 3 clusters Score -2262752 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8984 members 
Mstep: Class 2 contains 9168 members 
Entering Unmasked Estep 
Score: -2263626.750000 Penalty: 3187.124023
	Iteration 5F: 3 clusters Score -2263627 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8947 members 
Mstep: Class 2 contains 9205 members 
Entering Unmasked Estep 
Score: -2264407.750000 Penalty: 3187.124023
	Iteration 6F: 3 clusters Score -2264408 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8987 members 
Mstep: Class 2 contains 9165 members 
Entering Unmasked Estep 
Score: -2265031.750000 Penalty: 3187.124023
	Iteration 7F: 3 clusters Score -2265032 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9137 members 
Mstep: Class 2 contains 9015 members 
Entering Unmasked Estep 
Score: -2265424.750000 Penalty: 3187.124023
	Iteration 8Q: 3 clusters Score -2265425 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9350 members 
Mstep: Class 2 contains 8802 members 
Entering Unmasked Estep 
Score: -2265679.250000 Penalty: 3187.124023
	Iteration 9Q: 3 clusters Score -2265679 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9600 members 
Mstep: Class 2 contains 8552 members 
Entering Unmasked Estep 
Score: -2265864.250000 Penalty: 3187.124023
	Iteration 10Q: 3 clusters Score -2265864 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9890 members 
Mstep: Class 2 contains 8262 members 
Entering Unmasked Estep 
Score: -2266020.000000 Penalty: 3187.124023
	Iteration 11Q: 3 clusters Score -2266020 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10224 members 
Mstep: Class 2 contains 7928 members 
Entering Unmasked Estep 
Score: -2266195.750000 Penalty: 3187.124023
	Iteration 12Q: 3 clusters Score -2266196 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10560 members 
Mstep: Class 2 contains 7592 members 
Entering Unmasked Estep 
Score: -2266364.000000 Penalty: 3187.124023
	Iteration 13Q: 3 clusters Score -2266364 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10895 members 
Mstep: Class 2 contains 7257 members 
Entering Unmasked Estep 
Score: -2266512.750000 Penalty: 3187.124023
	Iteration 14Q: 3 clusters Score -2266513 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11205 members 
Mstep: Class 2 contains 6947 members 
Entering Unmasked Estep 
Score: -2266665.250000 Penalty: 3187.124023
	Iteration 15Q: 3 clusters Score -2266665 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11449 members 
Mstep: Class 2 contains 6703 members 
Entering Unmasked Estep 
Score: -2266786.750000 Penalty: 3187.124023
	Iteration 16Q: 3 clusters Score -2266787 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11714 members 
Mstep: Class 2 contains 6438 members 
Entering Unmasked Estep 
Score: -2266918.250000 Penalty: 3187.124023
	Iteration 17Q: 3 clusters Score -2266918 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11945 members 
Mstep: Class 2 contains 6207 members 
Entering Unmasked Estep 
Score: -2267013.000000 Penalty: 3187.124023
	Iteration 18Q: 3 clusters Score -2267013 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12154 members 
Mstep: Class 2 contains 5998 members 
Entering Unmasked Estep 
Score: -2267101.500000 Penalty: 3187.124023
	Iteration 19Q: 3 clusters Score -2267102 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12324 members 
Mstep: Class 2 contains 5828 members 
Entering Unmasked Estep 
Score: -2267169.500000 Penalty: 3187.124023
	Iteration 20F: 3 clusters Score -2267170 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12470 members 
Mstep: Class 2 contains 5682 members 
Entering Unmasked Estep 
Score: -2267221.000000 Penalty: 3187.124023
	Iteration 21Q: 3 clusters Score -2267221 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12596 members 
Mstep: Class 2 contains 5556 members 
Entering Unmasked Estep 
Score: -2267276.500000 Penalty: 3187.124023
	Iteration 22Q: 3 clusters Score -2267276 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12697 members 
Mstep: Class 2 contains 5455 members 
Entering Unmasked Estep 
Score: -2267333.250000 Penalty: 3187.124023
	Iteration 23Q: 3 clusters Score -2267333 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12781 members 
Mstep: Class 2 contains 5371 members 
Entering Unmasked Estep 
Score: -2267374.750000 Penalty: 3187.124023
	Iteration 24Q: 3 clusters Score -2267375 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12874 members 
Mstep: Class 2 contains 5278 members 
Entering Unmasked Estep 
Score: -2267430.500000 Penalty: 3187.124023
	Iteration 25Q: 3 clusters Score -2267430 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12966 members 
Mstep: Class 2 contains 5186 members 
Entering Unmasked Estep 
Score: -2267482.750000 Penalty: 3187.124023
	Iteration 26Q: 3 clusters Score -2267483 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13048 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -2267539.250000 Penalty: 3187.124023
	Iteration 27Q: 3 clusters Score -2267539 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13113 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
Score: -2267603.750000 Penalty: 3187.124023
	Iteration 28Q: 3 clusters Score -2267604 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13153 members 
Mstep: Class 2 contains 4999 members 
Entering Unmasked Estep 
Score: -2267650.750000 Penalty: 3187.124023
	Iteration 29Q: 3 clusters Score -2267651 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13199 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -2267716.500000 Penalty: 3187.124023
	Iteration 30Q: 3 clusters Score -2267716 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13239 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -2267770.000000 Penalty: 3187.124023
	Iteration 31Q: 3 clusters Score -2267770 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13266 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -2267804.750000 Penalty: 3187.124023
	Iteration 32Q: 3 clusters Score -2267805 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13292 members 
Mstep: Class 2 contains 4860 members 
Entering Unmasked Estep 
Score: -2267819.750000 Penalty: 3187.124023
	Iteration 33Q: 3 clusters Score -2267820 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13298 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -2267842.750000 Penalty: 3187.124023
	Iteration 34Q: 3 clusters Score -2267843 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13302 members 
Mstep: Class 2 contains 4850 members 
Entering Unmasked Estep 
Score: -2267858.750000 Penalty: 3187.124023
	Iteration 35Q: 3 clusters Score -2267859 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13306 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -2267865.750000 Penalty: 3187.124023
	Iteration 36Q: 3 clusters Score -2267866 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13301 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -2267870.750000 Penalty: 3187.124023
	Iteration 37Q: 3 clusters Score -2267871 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13295 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -2267876.250000 Penalty: 3187.124023
	Iteration 38Q: 3 clusters Score -2267876 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13277 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -2267877.750000 Penalty: 3187.124023
	Iteration 39Q: 3 clusters Score -2267878 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13264 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -2267882.500000 Penalty: 3187.124023
	Iteration 40F: 3 clusters Score -2267882 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13243 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -2267889.000000 Penalty: 3187.124023
	Iteration 41Q: 3 clusters Score -2267889 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13228 members 
Mstep: Class 2 contains 4924 members 
Entering Unmasked Estep 
Score: -2267900.250000 Penalty: 3187.124023
	Iteration 42Q: 3 clusters Score -2267900 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13209 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -2267903.000000 Penalty: 3187.124023
	Iteration 43Q: 3 clusters Score -2267903 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13193 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -2267904.250000 Penalty: 3187.124023
	Iteration 44Q: 3 clusters Score -2267904 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13182 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -2267906.250000 Penalty: 3187.124023
	Iteration 45Q: 3 clusters Score -2267906 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13173 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -2267904.500000 Penalty: 3187.124023
	Iteration 46Q: 3 clusters Score -2267904 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13155 members 
Mstep: Class 2 contains 4997 members 
Entering Unmasked Estep 
Score: -2267911.500000 Penalty: 3187.124023
	Iteration 47Q: 3 clusters Score -2267912 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13138 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -2267915.500000 Penalty: 3187.124023
	Iteration 48Q: 3 clusters Score -2267916 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13120 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -2267914.750000 Penalty: 3187.124023
	Iteration 49Q: 3 clusters Score -2267915 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13100 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -2267920.750000 Penalty: 3187.124023
	Iteration 50Q: 3 clusters Score -2267921 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13079 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
Score: -2267923.250000 Penalty: 3187.124023
	Iteration 51Q: 3 clusters Score -2267923 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13064 members 
Mstep: Class 2 contains 5088 members 
Entering Unmasked Estep 
Score: -2267926.500000 Penalty: 3187.124023
	Iteration 52Q: 3 clusters Score -2267926 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13049 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -2267923.750000 Penalty: 3187.124023
	Iteration 53Q: 3 clusters Score -2267924 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13032 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -2267920.500000 Penalty: 3187.124023
	Iteration 54Q: 3 clusters Score -2267920 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13017 members 
Mstep: Class 2 contains 5135 members 
Entering Unmasked Estep 
Score: -2267924.500000 Penalty: 3187.124023
	Iteration 55Q: 3 clusters Score -2267924 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13007 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -2267923.500000 Penalty: 3187.124023
	Iteration 56Q: 3 clusters Score -2267924 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13000 members 
Mstep: Class 2 contains 5152 members 
Entering Unmasked Estep 
Score: -2267924.250000 Penalty: 3187.124023
	Iteration 57Q: 3 clusters Score -2267924 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12989 members 
Mstep: Class 2 contains 5163 members 
Entering Unmasked Estep 
Score: -2267929.750000 Penalty: 3187.124023
	Iteration 58Q: 3 clusters Score -2267930 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12981 members 
Mstep: Class 2 contains 5171 members 
Entering Unmasked Estep 
Score: -2267926.750000 Penalty: 3187.124023
	Iteration 59Q: 3 clusters Score -2267927 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12970 members 
Mstep: Class 2 contains 5182 members 
Entering Unmasked Estep 
Score: -2267930.000000 Penalty: 3187.124023
	Iteration 60F: 3 clusters Score -2267930 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12960 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
Score: -2267931.500000 Penalty: 3187.124023
	Iteration 61Q: 3 clusters Score -2267932 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12954 members 
Mstep: Class 2 contains 5198 members 
Entering Unmasked Estep 
Score: -2267929.250000 Penalty: 3187.124023
	Iteration 62Q: 3 clusters Score -2267929 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12949 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
Score: -2267931.750000 Penalty: 3187.124023
	Iteration 63Q: 3 clusters Score -2267932 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12943 members 
Mstep: Class 2 contains 5209 members 
Entering Unmasked Estep 
Score: -2267936.000000 Penalty: 3187.124023
	Iteration 64Q: 3 clusters Score -2267936 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12936 members 
Mstep: Class 2 contains 5216 members 
Entering Unmasked Estep 
Score: -2267935.500000 Penalty: 3187.124023
	Iteration 65Q: 3 clusters Score -2267936 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12929 members 
Mstep: Class 2 contains 5223 members 
Entering Unmasked Estep 
Score: -2267930.500000 Penalty: 3187.124023
	Iteration 66Q: 3 clusters Score -2267930 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12921 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -2267936.750000 Penalty: 3187.124023
	Iteration 67Q: 3 clusters Score -2267937 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12910 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
Score: -2267934.250000 Penalty: 3187.124023
	Iteration 68Q: 3 clusters Score -2267934 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12905 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -2267935.500000 Penalty: 3187.124023
	Iteration 69Q: 3 clusters Score -2267936 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12902 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -2267936.250000 Penalty: 3187.124023
	Iteration 70Q: 3 clusters Score -2267936 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12897 members 
Mstep: Class 2 contains 5255 members 
Entering Unmasked Estep 
Score: -2267936.750000 Penalty: 3187.124023
	Iteration 71Q: 3 clusters Score -2267937 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12892 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -2267942.750000 Penalty: 3187.124023
	Iteration 72Q: 3 clusters Score -2267943 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12887 members 
Mstep: Class 2 contains 5265 members 
Entering Unmasked Estep 
Score: -2267942.500000 Penalty: 3187.124023
	Iteration 73Q: 3 clusters Score -2267942 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12884 members 
Mstep: Class 2 contains 5268 members 
Entering Unmasked Estep 
Score: -2267943.250000 Penalty: 3187.124023
	Iteration 74Q: 3 clusters Score -2267943 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12884 members 
Mstep: Class 2 contains 5268 members 
Entering Unmasked Estep 
Score: -2267943.250000 Penalty: 3187.124023
	Iteration 75F: 3 clusters Score -2267943 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (146790 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146790 members 
Entering Unmasked Estep 
Score: -18877172.000000 Penalty: 1933.223145
	Iteration 0F: 2 clusters Score -1.887717e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73317 members 
Mstep: Class 2 contains 73473 members 
Entering Unmasked Estep 
Score: -18796624.000000 Penalty: 3866.446289
	Iteration 0F: 3 clusters Score -1.879662e+07 nChanged 70847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71548 members 
Mstep: Class 2 contains 75242 members 
Entering Unmasked Estep 
Score: -18837912.000000 Penalty: 3866.446289
	Iteration 1F: 3 clusters Score -1.883791e+07 nChanged 4292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70016 members 
Mstep: Class 2 contains 76774 members 
Entering Unmasked Estep 
Score: -18838716.000000 Penalty: 3866.446289
	Iteration 2Q: 3 clusters Score -1.883872e+07 nChanged 4964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67616 members 
Mstep: Class 2 contains 79174 members 
Entering Unmasked Estep 
Score: -18839980.000000 Penalty: 3866.446289
	Iteration 3Q: 3 clusters Score -1.883998e+07 nChanged 6173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63879 members 
Mstep: Class 2 contains 82911 members 
Entering Unmasked Estep 
Score: -18841692.000000 Penalty: 3866.446289
	Iteration 4Q: 3 clusters Score -1.884169e+07 nChanged 7755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58450 members 
Mstep: Class 2 contains 88340 members 
Entering Unmasked Estep 
Score: -18844386.000000 Penalty: 3866.446289
	Iteration 5F: 3 clusters Score -1.884439e+07 nChanged 9083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51491 members 
Mstep: Class 2 contains 95299 members 
Entering Unmasked Estep 
Score: -18847546.000000 Penalty: 3866.446289
	Iteration 6F: 3 clusters Score -1.884755e+07 nChanged 9902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43269 members 
Mstep: Class 2 contains 103521 members 
Entering Unmasked Estep 
Score: -18851356.000000 Penalty: 3866.446289
	Iteration 7F: 3 clusters Score -1.885136e+07 nChanged 9389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34734 members 
Mstep: Class 2 contains 112056 members 
Entering Unmasked Estep 
Score: -18856272.000000 Penalty: 3866.446289
	Iteration 8F: 3 clusters Score -1.885627e+07 nChanged 8793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26259 members 
Mstep: Class 2 contains 120531 members 
Entering Unmasked Estep 
Score: -18861548.000000 Penalty: 3866.446289
	Iteration 9F: 3 clusters Score -1.886155e+07 nChanged 8022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18321 members 
Mstep: Class 2 contains 128469 members 
Entering Unmasked Estep 
Score: -18867010.000000 Penalty: 3866.446289
	Iteration 10F: 3 clusters Score -1.886701e+07 nChanged 6942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11401 members 
Mstep: Class 2 contains 135389 members 
Entering Unmasked Estep 
Score: -18871060.000000 Penalty: 3866.446289
	Iteration 11Q: 3 clusters Score -1.887106e+07 nChanged 4910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6501 members 
Mstep: Class 2 contains 140289 members 
Entering Unmasked Estep 
Score: -18873628.000000 Penalty: 3866.446289
	Iteration 12Q: 3 clusters Score -1.887363e+07 nChanged 2874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 143153 members 
Entering Unmasked Estep 
Score: -18874838.000000 Penalty: 3866.446289
	Iteration 13Q: 3 clusters Score -1.887484e+07 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 144652 members 
Entering Unmasked Estep 
Score: -18875270.000000 Penalty: 3866.446289
	Iteration 14Q: 3 clusters Score -1.887527e+07 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 145365 members 
Entering Unmasked Estep 
Score: -18875444.000000 Penalty: 3866.446289
	Iteration 15Q: 3 clusters Score -1.887544e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 145730 members 
Entering Unmasked Estep 
Score: -18875576.000000 Penalty: 3866.446289
	Iteration 16Q: 3 clusters Score -1.887558e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 145902 members 
Entering Unmasked Estep 
Score: -18875628.000000 Penalty: 3866.446289
	Iteration 17Q: 3 clusters Score -1.887563e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 146005 members 
Entering Unmasked Estep 
Score: -18875718.000000 Penalty: 3866.446289
	Iteration 18Q: 3 clusters Score -1.887572e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 146049 members 
Entering Unmasked Estep 
Score: -18875766.000000 Penalty: 3866.446289
	Iteration 19Q: 3 clusters Score -1.887577e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 146070 members 
Entering Unmasked Estep 
Score: -18875778.000000 Penalty: 3866.446289
	Iteration 20F: 3 clusters Score -1.887578e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 146087 members 
Entering Unmasked Estep 
Score: -18875774.000000 Penalty: 3866.446289
	Iteration 21Q: 3 clusters Score -1.887577e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 146108 members 
Entering Unmasked Estep 
Score: -18875784.000000 Penalty: 3866.446289
	Iteration 22Q: 3 clusters Score -1.887578e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 146124 members 
Entering Unmasked Estep 
Score: -18875774.000000 Penalty: 3866.446289
	Iteration 23Q: 3 clusters Score -1.887577e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 146133 members 
Entering Unmasked Estep 
Score: -18875780.000000 Penalty: 3866.446289
	Iteration 24Q: 3 clusters Score -1.887578e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 146140 members 
Entering Unmasked Estep 
Score: -18875806.000000 Penalty: 3866.446289
	Iteration 25Q: 3 clusters Score -1.887581e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 146145 members 
Entering Unmasked Estep 
Score: -18875806.000000 Penalty: 3866.446289
	Iteration 26Q: 3 clusters Score -1.887581e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 146148 members 
Entering Unmasked Estep 
Score: -18875796.000000 Penalty: 3866.446289
	Iteration 27Q: 3 clusters Score -1.88758e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 146155 members 
Entering Unmasked Estep 
Score: -18875810.000000 Penalty: 3866.446289
	Iteration 28Q: 3 clusters Score -1.887581e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 146155 members 
Entering Unmasked Estep 
Score: -18875808.000000 Penalty: 3866.446289
	Iteration 29Q: 3 clusters Score -1.887581e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 146156 members 
Entering Unmasked Estep 
Score: -18875818.000000 Penalty: 3866.446289
	Iteration 30Q: 3 clusters Score -1.887582e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 146159 members 
Entering Unmasked Estep 
Score: -18875824.000000 Penalty: 3866.446289
	Iteration 31Q: 3 clusters Score -1.887582e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 146159 members 
Entering Unmasked Estep 
Score: -18875828.000000 Penalty: 3866.446289
	Iteration 32Q: 3 clusters Score -1.887583e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 146162 members 
Entering Unmasked Estep 
Score: -18875834.000000 Penalty: 3866.446289
	Iteration 33Q: 3 clusters Score -1.887583e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 146164 members 
Entering Unmasked Estep 
Score: -18875836.000000 Penalty: 3866.446289
	Iteration 34Q: 3 clusters Score -1.887584e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 146167 members 
Entering Unmasked Estep 
Score: -18875834.000000 Penalty: 3866.446289
	Iteration 35Q: 3 clusters Score -1.887583e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 146169 members 
Entering Unmasked Estep 
Score: -18875830.000000 Penalty: 3866.446289
	Iteration 36Q: 3 clusters Score -1.887583e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 146169 members 
Entering Unmasked Estep 
Score: -18875814.000000 Penalty: 3866.446289
	Iteration 37Q: 3 clusters Score -1.887581e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 146171 members 
Entering Unmasked Estep 
Score: -18875824.000000 Penalty: 3866.446289
	Iteration 38Q: 3 clusters Score -1.887582e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 146175 members 
Entering Unmasked Estep 
Score: -18875818.000000 Penalty: 3866.446289
	Iteration 39Q: 3 clusters Score -1.887582e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 146179 members 
Entering Unmasked Estep 
Score: -18875818.000000 Penalty: 3866.446289
	Iteration 40F: 3 clusters Score -1.887582e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 146180 members 
Entering Unmasked Estep 
Score: -18875814.000000 Penalty: 3866.446289
	Iteration 41Q: 3 clusters Score -1.887581e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 146181 members 
Entering Unmasked Estep 
Score: -18875824.000000 Penalty: 3866.446289
	Iteration 42Q: 3 clusters Score -1.887582e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 146182 members 
Entering Unmasked Estep 
Score: -18875820.000000 Penalty: 3866.446289
	Iteration 43Q: 3 clusters Score -1.887582e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 146184 members 
Entering Unmasked Estep 
Score: -18875828.000000 Penalty: 3866.446289
	Iteration 44Q: 3 clusters Score -1.887583e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 146185 members 
Entering Unmasked Estep 
Score: -18875824.000000 Penalty: 3866.446289
	Iteration 45Q: 3 clusters Score -1.887582e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 146187 members 
Entering Unmasked Estep 
Score: -18875812.000000 Penalty: 3866.446289
	Iteration 46Q: 3 clusters Score -1.887581e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 146185 members 
Entering Unmasked Estep 
Score: -18875822.000000 Penalty: 3866.446289
	Iteration 47Q: 3 clusters Score -1.887582e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 146186 members 
Entering Unmasked Estep 
Score: -18875822.000000 Penalty: 3866.446289
	Iteration 48Q: 3 clusters Score -1.887582e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 146187 members 
Entering Unmasked Estep 
Score: -18875826.000000 Penalty: 3866.446289
	Iteration 49Q: 3 clusters Score -1.887583e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 146187 members 
Entering Unmasked Estep 
Score: -18875826.000000 Penalty: 3866.446289
	Iteration 50F: 3 clusters Score -1.887583e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (2477 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Entering Unmasked Estep 
Score: -308820.500000 Penalty: 1269.905640
	Iteration 0F: 2 clusters Score -308820.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -306459.437500 Penalty: 2539.811279
	Iteration 0F: 3 clusters Score -306459.4 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -307019.968750 Penalty: 2539.811279
	Iteration 1F: 3 clusters Score -307020 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -307168.531250 Penalty: 2539.811279
	Iteration 2F: 3 clusters Score -307168.5 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -307252.968750 Penalty: 2539.811279
	Iteration 3Q: 3 clusters Score -307253 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -307307.406250 Penalty: 2539.811279
	Iteration 4Q: 3 clusters Score -307307.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -307363.906250 Penalty: 2539.811279
	Iteration 5Q: 3 clusters Score -307363.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -307421.062500 Penalty: 2539.811279
	Iteration 6Q: 3 clusters Score -307421.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -307481.968750 Penalty: 2539.811279
	Iteration 7Q: 3 clusters Score -307482 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -307550.562500 Penalty: 2539.811279
	Iteration 8Q: 3 clusters Score -307550.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -307628.968750 Penalty: 2539.811279
	Iteration 9Q: 3 clusters Score -307629 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -307721.906250 Penalty: 2539.811279
	Iteration 10Q: 3 clusters Score -307721.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -307793.000000 Penalty: 2539.811279
	Iteration 11Q: 3 clusters Score -307793 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -307838.906250 Penalty: 2539.811279
	Iteration 12Q: 3 clusters Score -307838.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -307876.781250 Penalty: 2539.811279
	Iteration 13Q: 3 clusters Score -307876.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -307921.281250 Penalty: 2539.811279
	Iteration 14Q: 3 clusters Score -307921.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -307948.687500 Penalty: 2539.811279
	Iteration 15Q: 3 clusters Score -307948.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -307968.125000 Penalty: 2539.811279
	Iteration 16Q: 3 clusters Score -307968.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -307985.718750 Penalty: 2539.811279
	Iteration 17Q: 3 clusters Score -307985.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -308003.218750 Penalty: 2539.811279
	Iteration 18Q: 3 clusters Score -308003.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -308014.937500 Penalty: 2539.811279
	Iteration 19Q: 3 clusters Score -308014.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -308024.843750 Penalty: 2539.811279
	Iteration 20F: 3 clusters Score -308024.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -308032.468750 Penalty: 2539.811279
	Iteration 21Q: 3 clusters Score -308032.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -308039.375000 Penalty: 2539.811279
	Iteration 22Q: 3 clusters Score -308039.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -308045.500000 Penalty: 2539.811279
	Iteration 23Q: 3 clusters Score -308045.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -308051.406250 Penalty: 2539.811279
	Iteration 24Q: 3 clusters Score -308051.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -308055.156250 Penalty: 2539.811279
	Iteration 25Q: 3 clusters Score -308055.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -308057.125000 Penalty: 2539.811279
	Iteration 26Q: 3 clusters Score -308057.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -308059.781250 Penalty: 2539.811279
	Iteration 27Q: 3 clusters Score -308059.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -308064.250000 Penalty: 2539.811279
	Iteration 28Q: 3 clusters Score -308064.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -308067.156250 Penalty: 2539.811279
	Iteration 29Q: 3 clusters Score -308067.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -308069.218750 Penalty: 2539.811279
	Iteration 30Q: 3 clusters Score -308069.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -308071.875000 Penalty: 2539.811279
	Iteration 31Q: 3 clusters Score -308071.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -308074.000000 Penalty: 2539.811279
	Iteration 32Q: 3 clusters Score -308074 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -308076.000000 Penalty: 2539.811279
	Iteration 33Q: 3 clusters Score -308076 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -308076.375000 Penalty: 2539.811279
	Iteration 34Q: 3 clusters Score -308076.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -308076.437500 Penalty: 2539.811279
	Iteration 35Q: 3 clusters Score -308076.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -308076.437500 Penalty: 2539.811279
	Iteration 36F: 3 clusters Score -308076.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (17967 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17967 members 
Entering Unmasked Estep 
Score: -2261281.000000 Penalty: 1591.897461
	Iteration 0F: 2 clusters Score -2261281 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8836 members 
Mstep: Class 2 contains 9131 members 
Entering Unmasked Estep 
Score: -2249028.250000 Penalty: 3183.794922
	Iteration 0F: 3 clusters Score -2249028 nChanged 8137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8031 members 
Mstep: Class 2 contains 9936 members 
Entering Unmasked Estep 
Score: -2253702.750000 Penalty: 3183.794922
	Iteration 1F: 3 clusters Score -2253703 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7553 members 
Mstep: Class 2 contains 10414 members 
Entering Unmasked Estep 
Score: -2254309.250000 Penalty: 3183.794922
	Iteration 2F: 3 clusters Score -2254309 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6930 members 
Mstep: Class 2 contains 11037 members 
Entering Unmasked Estep 
Score: -2254988.000000 Penalty: 3183.794922
	Iteration 3F: 3 clusters Score -2254988 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6138 members 
Mstep: Class 2 contains 11829 members 
Entering Unmasked Estep 
Score: -2255746.000000 Penalty: 3183.794922
	Iteration 4F: 3 clusters Score -2255746 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 12730 members 
Entering Unmasked Estep 
Score: -2256584.500000 Penalty: 3183.794922
	Iteration 5F: 3 clusters Score -2256584 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 13658 members 
Entering Unmasked Estep 
Score: -2257426.750000 Penalty: 3183.794922
	Iteration 6F: 3 clusters Score -2257427 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 14472 members 
Entering Unmasked Estep 
Score: -2258167.250000 Penalty: 3183.794922
	Iteration 7F: 3 clusters Score -2258167 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 15147 members 
Entering Unmasked Estep 
Score: -2258749.000000 Penalty: 3183.794922
	Iteration 8Q: 3 clusters Score -2258749 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 15663 members 
Entering Unmasked Estep 
Score: -2259197.000000 Penalty: 3183.794922
	Iteration 9Q: 3 clusters Score -2259197 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 16035 members 
Entering Unmasked Estep 
Score: -2259491.500000 Penalty: 3183.794922
	Iteration 10Q: 3 clusters Score -2259492 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 16284 members 
Entering Unmasked Estep 
Score: -2259701.250000 Penalty: 3183.794922
	Iteration 11Q: 3 clusters Score -2259701 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 16440 members 
Entering Unmasked Estep 
Score: -2259806.250000 Penalty: 3183.794922
	Iteration 12Q: 3 clusters Score -2259806 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 16561 members 
Entering Unmasked Estep 
Score: -2259878.000000 Penalty: 3183.794922
	Iteration 13Q: 3 clusters Score -2259878 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 16660 members 
Entering Unmasked Estep 
Score: -2259934.000000 Penalty: 3183.794922
	Iteration 14Q: 3 clusters Score -2259934 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 16736 members 
Entering Unmasked Estep 
Score: -2259974.500000 Penalty: 3183.794922
	Iteration 15Q: 3 clusters Score -2259974 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 16785 members 
Entering Unmasked Estep 
Score: -2260007.750000 Penalty: 3183.794922
	Iteration 16Q: 3 clusters Score -2260008 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 16831 members 
Entering Unmasked Estep 
Score: -2260035.750000 Penalty: 3183.794922
	Iteration 17Q: 3 clusters Score -2260036 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 16876 members 
Entering Unmasked Estep 
Score: -2260065.000000 Penalty: 3183.794922
	Iteration 18Q: 3 clusters Score -2260065 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 16916 members 
Entering Unmasked Estep 
Score: -2260090.250000 Penalty: 3183.794922
	Iteration 19Q: 3 clusters Score -2260090 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 16950 members 
Entering Unmasked Estep 
Score: -2260118.250000 Penalty: 3183.794922
	Iteration 20F: 3 clusters Score -2260118 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 16995 members 
Entering Unmasked Estep 
Score: -2260154.750000 Penalty: 3183.794922
	Iteration 21Q: 3 clusters Score -2260155 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 17031 members 
Entering Unmasked Estep 
Score: -2260198.000000 Penalty: 3183.794922
	Iteration 22Q: 3 clusters Score -2260198 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 17062 members 
Entering Unmasked Estep 
Score: -2260226.000000 Penalty: 3183.794922
	Iteration 23Q: 3 clusters Score -2260226 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 17081 members 
Entering Unmasked Estep 
Score: -2260253.000000 Penalty: 3183.794922
	Iteration 24Q: 3 clusters Score -2260253 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 17093 members 
Entering Unmasked Estep 
Score: -2260279.250000 Penalty: 3183.794922
	Iteration 25Q: 3 clusters Score -2260279 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 17103 members 
Entering Unmasked Estep 
Score: -2260296.500000 Penalty: 3183.794922
	Iteration 26Q: 3 clusters Score -2260296 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 17107 members 
Entering Unmasked Estep 
Score: -2260308.500000 Penalty: 3183.794922
	Iteration 27Q: 3 clusters Score -2260308 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 17112 members 
Entering Unmasked Estep 
Score: -2260312.250000 Penalty: 3183.794922
	Iteration 28Q: 3 clusters Score -2260312 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 17116 members 
Entering Unmasked Estep 
Score: -2260316.500000 Penalty: 3183.794922
	Iteration 29Q: 3 clusters Score -2260316 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 17117 members 
Entering Unmasked Estep 
Score: -2260323.250000 Penalty: 3183.794922
	Iteration 30Q: 3 clusters Score -2260323 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 17121 members 
Entering Unmasked Estep 
Score: -2260327.500000 Penalty: 3183.794922
	Iteration 31Q: 3 clusters Score -2260328 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 17124 members 
Entering Unmasked Estep 
Score: -2260328.500000 Penalty: 3183.794922
	Iteration 32Q: 3 clusters Score -2260328 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 17125 members 
Entering Unmasked Estep 
Score: -2260327.750000 Penalty: 3183.794922
	Iteration 33Q: 3 clusters Score -2260328 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 17127 members 
Entering Unmasked Estep 
Score: -2260327.500000 Penalty: 3183.794922
	Iteration 34Q: 3 clusters Score -2260328 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 17127 members 
Entering Unmasked Estep 
Score: -2260330.000000 Penalty: 3183.794922
	Iteration 35Q: 3 clusters Score -2260330 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 17130 members 
Entering Unmasked Estep 
Score: -2260329.000000 Penalty: 3183.794922
	Iteration 36Q: 3 clusters Score -2260329 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 17131 members 
Entering Unmasked Estep 
Score: -2260329.000000 Penalty: 3183.794922
	Iteration 37Q: 3 clusters Score -2260329 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 17131 members 
Entering Unmasked Estep 
Score: -2260329.000000 Penalty: 3183.794922
	Iteration 38F: 3 clusters Score -2260329 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (9571 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9571 members 
Entering Unmasked Estep 
Score: -1206140.500000 Penalty: 1489.555176
	Iteration 0F: 2 clusters Score -1206140 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -1199194.375000 Penalty: 2979.110352
	Iteration 0F: 3 clusters Score -1199194 nChanged 4098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -1201397.750000 Penalty: 2979.110352
	Iteration 1F: 3 clusters Score -1201398 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 5077 members 
Entering Unmasked Estep 
Score: -1201626.000000 Penalty: 2979.110352
	Iteration 2F: 3 clusters Score -1201626 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 5244 members 
Entering Unmasked Estep 
Score: -1201804.875000 Penalty: 2979.110352
	Iteration 3Q: 3 clusters Score -1201805 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 5464 members 
Entering Unmasked Estep 
Score: -1201988.625000 Penalty: 2979.110352
	Iteration 4Q: 3 clusters Score -1201989 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 5711 members 
Entering Unmasked Estep 
Score: -1202153.000000 Penalty: 2979.110352
	Iteration 5Q: 3 clusters Score -1202153 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 5996 members 
Entering Unmasked Estep 
Score: -1202327.250000 Penalty: 2979.110352
	Iteration 6Q: 3 clusters Score -1202327 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 6354 members 
Entering Unmasked Estep 
Score: -1202535.500000 Penalty: 2979.110352
	Iteration 7Q: 3 clusters Score -1202536 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 6776 members 
Entering Unmasked Estep 
Score: -1202788.750000 Penalty: 2979.110352
	Iteration 8Q: 3 clusters Score -1202789 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 7210 members 
Entering Unmasked Estep 
Score: -1203074.625000 Penalty: 2979.110352
	Iteration 9Q: 3 clusters Score -1203075 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 7657 members 
Entering Unmasked Estep 
Score: -1203397.625000 Penalty: 2979.110352
	Iteration 10Q: 3 clusters Score -1203398 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 8084 members 
Entering Unmasked Estep 
Score: -1203721.625000 Penalty: 2979.110352
	Iteration 11Q: 3 clusters Score -1203722 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 8439 members 
Entering Unmasked Estep 
Score: -1204003.875000 Penalty: 2979.110352
	Iteration 12Q: 3 clusters Score -1204004 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 8732 members 
Entering Unmasked Estep 
Score: -1204260.125000 Penalty: 2979.110352
	Iteration 13Q: 3 clusters Score -1204260 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 8960 members 
Entering Unmasked Estep 
Score: -1204449.750000 Penalty: 2979.110352
	Iteration 14Q: 3 clusters Score -1204450 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 9091 members 
Entering Unmasked Estep 
Score: -1204566.875000 Penalty: 2979.110352
	Iteration 15Q: 3 clusters Score -1204567 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 9186 members 
Entering Unmasked Estep 
Score: -1204661.125000 Penalty: 2979.110352
	Iteration 16Q: 3 clusters Score -1204661 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 9242 members 
Entering Unmasked Estep 
Score: -1204734.000000 Penalty: 2979.110352
	Iteration 17Q: 3 clusters Score -1204734 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 9274 members 
Entering Unmasked Estep 
Score: -1204785.375000 Penalty: 2979.110352
	Iteration 18Q: 3 clusters Score -1204785 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 9298 members 
Entering Unmasked Estep 
Score: -1204822.625000 Penalty: 2979.110352
	Iteration 19Q: 3 clusters Score -1204823 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 9307 members 
Entering Unmasked Estep 
Score: -1204839.250000 Penalty: 2979.110352
	Iteration 20F: 3 clusters Score -1204839 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 9316 members 
Entering Unmasked Estep 
Score: -1204852.250000 Penalty: 2979.110352
	Iteration 21Q: 3 clusters Score -1204852 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 9324 members 
Entering Unmasked Estep 
Score: -1204858.000000 Penalty: 2979.110352
	Iteration 22Q: 3 clusters Score -1204858 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 9324 members 
Entering Unmasked Estep 
Score: -1204860.125000 Penalty: 2979.110352
	Iteration 23Q: 3 clusters Score -1204860 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 9325 members 
Entering Unmasked Estep 
Score: -1204861.875000 Penalty: 2979.110352
	Iteration 24Q: 3 clusters Score -1204862 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 9326 members 
Entering Unmasked Estep 
Score: -1204861.875000 Penalty: 2979.110352
	Iteration 25Q: 3 clusters Score -1204862 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 9326 members 
Entering Unmasked Estep 
Score: -1204861.875000 Penalty: 2979.110352
	Iteration 26F: 3 clusters Score -1204862 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (20857 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20857 members 
Entering Unmasked Estep 
Score: -2443030.250000 Penalty: 1616.134766
	Iteration 0F: 2 clusters Score -2443030 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10486 members 
Mstep: Class 2 contains 10371 members 
Entering Unmasked Estep 
Score: -2428911.000000 Penalty: 3232.269531
	Iteration 0F: 3 clusters Score -2428911 nChanged 9405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10411 members 
Mstep: Class 2 contains 10446 members 
Entering Unmasked Estep 
Score: -2434599.500000 Penalty: 3232.269531
	Iteration 1F: 3 clusters Score -2434600 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10466 members 
Mstep: Class 2 contains 10391 members 
Entering Unmasked Estep 
Score: -2435264.000000 Penalty: 3232.269531
	Iteration 2F: 3 clusters Score -2435264 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10641 members 
Mstep: Class 2 contains 10216 members 
Entering Unmasked Estep 
Score: -2435847.000000 Penalty: 3232.269531
	Iteration 3F: 3 clusters Score -2435847 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10888 members 
Mstep: Class 2 contains 9969 members 
Entering Unmasked Estep 
Score: -2436348.250000 Penalty: 3232.269531
	Iteration 4F: 3 clusters Score -2436348 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11180 members 
Mstep: Class 2 contains 9677 members 
Entering Unmasked Estep 
Score: -2436788.500000 Penalty: 3232.269531
	Iteration 5Q: 3 clusters Score -2436788 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11509 members 
Mstep: Class 2 contains 9348 members 
Entering Unmasked Estep 
Score: -2437177.500000 Penalty: 3232.269531
	Iteration 6Q: 3 clusters Score -2437178 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11921 members 
Mstep: Class 2 contains 8936 members 
Entering Unmasked Estep 
Score: -2437551.500000 Penalty: 3232.269531
	Iteration 7Q: 3 clusters Score -2437552 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12401 members 
Mstep: Class 2 contains 8456 members 
Entering Unmasked Estep 
Score: -2437933.250000 Penalty: 3232.269531
	Iteration 8Q: 3 clusters Score -2437933 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12894 members 
Mstep: Class 2 contains 7963 members 
Entering Unmasked Estep 
Score: -2438244.500000 Penalty: 3232.269531
	Iteration 9Q: 3 clusters Score -2438244 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13401 members 
Mstep: Class 2 contains 7456 members 
Entering Unmasked Estep 
Score: -2438527.750000 Penalty: 3232.269531
	Iteration 10Q: 3 clusters Score -2438528 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13930 members 
Mstep: Class 2 contains 6927 members 
Entering Unmasked Estep 
Score: -2438773.750000 Penalty: 3232.269531
	Iteration 11Q: 3 clusters Score -2438774 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14505 members 
Mstep: Class 2 contains 6352 members 
Entering Unmasked Estep 
Score: -2439034.250000 Penalty: 3232.269531
	Iteration 12Q: 3 clusters Score -2439034 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15075 members 
Mstep: Class 2 contains 5782 members 
Entering Unmasked Estep 
Score: -2439273.500000 Penalty: 3232.269531
	Iteration 13Q: 3 clusters Score -2439274 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15643 members 
Mstep: Class 2 contains 5214 members 
Entering Unmasked Estep 
Score: -2439534.500000 Penalty: 3232.269531
	Iteration 14Q: 3 clusters Score -2439534 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16229 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -2439813.250000 Penalty: 3232.269531
	Iteration 15Q: 3 clusters Score -2439813 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16812 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -2440127.250000 Penalty: 3232.269531
	Iteration 16Q: 3 clusters Score -2440127 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17377 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -2440434.000000 Penalty: 3232.269531
	Iteration 17Q: 3 clusters Score -2440434 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17864 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -2440705.500000 Penalty: 3232.269531
	Iteration 18Q: 3 clusters Score -2440706 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18338 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -2440971.750000 Penalty: 3232.269531
	Iteration 19Q: 3 clusters Score -2440972 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18787 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -2441256.500000 Penalty: 3232.269531
	Iteration 20F: 3 clusters Score -2441256 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19178 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -2441526.750000 Penalty: 3232.269531
	Iteration 21Q: 3 clusters Score -2441527 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19486 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -2441728.250000 Penalty: 3232.269531
	Iteration 22Q: 3 clusters Score -2441728 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19730 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -2441891.500000 Penalty: 3232.269531
	Iteration 23Q: 3 clusters Score -2441892 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19907 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -2442017.250000 Penalty: 3232.269531
	Iteration 24Q: 3 clusters Score -2442017 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20034 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -2442109.250000 Penalty: 3232.269531
	Iteration 25Q: 3 clusters Score -2442109 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20123 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -2442169.750000 Penalty: 3232.269531
	Iteration 26Q: 3 clusters Score -2442170 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20202 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -2442239.500000 Penalty: 3232.269531
	Iteration 27Q: 3 clusters Score -2442240 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20256 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -2442285.250000 Penalty: 3232.269531
	Iteration 28Q: 3 clusters Score -2442285 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20295 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -2442318.000000 Penalty: 3232.269531
	Iteration 29Q: 3 clusters Score -2442318 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20325 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -2442361.750000 Penalty: 3232.269531
	Iteration 30Q: 3 clusters Score -2442362 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20353 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -2442393.250000 Penalty: 3232.269531
	Iteration 31Q: 3 clusters Score -2442393 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20378 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -2442421.000000 Penalty: 3232.269531
	Iteration 32Q: 3 clusters Score -2442421 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20392 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -2442444.750000 Penalty: 3232.269531
	Iteration 33Q: 3 clusters Score -2442445 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20404 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -2442469.500000 Penalty: 3232.269531
	Iteration 34Q: 3 clusters Score -2442470 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20411 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -2442497.750000 Penalty: 3232.269531
	Iteration 35Q: 3 clusters Score -2442498 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20417 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -2442520.250000 Penalty: 3232.269531
	Iteration 36Q: 3 clusters Score -2442520 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20424 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -2442537.500000 Penalty: 3232.269531
	Iteration 37Q: 3 clusters Score -2442538 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20428 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -2442562.250000 Penalty: 3232.269531
	Iteration 38Q: 3 clusters Score -2442562 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20435 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -2442587.500000 Penalty: 3232.269531
	Iteration 39Q: 3 clusters Score -2442588 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20437 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -2442590.750000 Penalty: 3232.269531
	Iteration 40F: 3 clusters Score -2442591 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20436 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -2442591.000000 Penalty: 3232.269531
	Iteration 41Q: 3 clusters Score -2442591 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20437 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -2442596.250000 Penalty: 3232.269531
	Iteration 42Q: 3 clusters Score -2442596 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20437 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -2442597.750000 Penalty: 3232.269531
	Iteration 43Q: 3 clusters Score -2442598 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20438 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -2442598.250000 Penalty: 3232.269531
	Iteration 44Q: 3 clusters Score -2442598 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20439 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -2442597.250000 Penalty: 3232.269531
	Iteration 45Q: 3 clusters Score -2442597 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20439 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -2442597.250000 Penalty: 3232.269531
	Iteration 46F: 3 clusters Score -2442597 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (34800 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34800 members 
Entering Unmasked Estep 
Score: -4393535.000000 Penalty: 1699.322998
	Iteration 0F: 2 clusters Score -4393535 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17263 members 
Mstep: Class 2 contains 17537 members 
Entering Unmasked Estep 
Score: -4370115.000000 Penalty: 3398.645996
	Iteration 0F: 3 clusters Score -4370115 nChanged 16151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16034 members 
Mstep: Class 2 contains 18766 members 
Entering Unmasked Estep 
Score: -4379419.500000 Penalty: 3398.645996
	Iteration 1F: 3 clusters Score -4379420 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15307 members 
Mstep: Class 2 contains 19493 members 
Entering Unmasked Estep 
Score: -4379989.500000 Penalty: 3398.645996
	Iteration 2Q: 3 clusters Score -4379990 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14294 members 
Mstep: Class 2 contains 20506 members 
Entering Unmasked Estep 
Score: -4380640.000000 Penalty: 3398.645996
	Iteration 3Q: 3 clusters Score -4380640 nChanged 1799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12869 members 
Mstep: Class 2 contains 21931 members 
Entering Unmasked Estep 
Score: -4381543.000000 Penalty: 3398.645996
	Iteration 4F: 3 clusters Score -4381543 nChanged 2213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10902 members 
Mstep: Class 2 contains 23898 members 
Entering Unmasked Estep 
Score: -4382949.500000 Penalty: 3398.645996
	Iteration 5F: 3 clusters Score -4382950 nChanged 2480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8586 members 
Mstep: Class 2 contains 26214 members 
Entering Unmasked Estep 
Score: -4384860.000000 Penalty: 3398.645996
	Iteration 6F: 3 clusters Score -4384860 nChanged 2504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6150 members 
Mstep: Class 2 contains 28650 members 
Entering Unmasked Estep 
Score: -4386980.500000 Penalty: 3398.645996
	Iteration 7F: 3 clusters Score -4386980 nChanged 2077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 30695 members 
Entering Unmasked Estep 
Score: -4388806.000000 Penalty: 3398.645996
	Iteration 8F: 3 clusters Score -4388806 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 32197 members 
Entering Unmasked Estep 
Score: -4390164.000000 Penalty: 3398.645996
	Iteration 9Q: 3 clusters Score -4390164 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 33121 members 
Entering Unmasked Estep 
Score: -4390973.500000 Penalty: 3398.645996
	Iteration 10Q: 3 clusters Score -4390974 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 33637 members 
Entering Unmasked Estep 
Score: -4391452.000000 Penalty: 3398.645996
	Iteration 11Q: 3 clusters Score -4391452 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 33897 members 
Entering Unmasked Estep 
Score: -4391723.500000 Penalty: 3398.645996
	Iteration 12Q: 3 clusters Score -4391724 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 34032 members 
Entering Unmasked Estep 
Score: -4391869.500000 Penalty: 3398.645996
	Iteration 13Q: 3 clusters Score -4391870 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 34120 members 
Entering Unmasked Estep 
Score: -4391976.500000 Penalty: 3398.645996
	Iteration 14Q: 3 clusters Score -4391976 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 34183 members 
Entering Unmasked Estep 
Score: -4392029.000000 Penalty: 3398.645996
	Iteration 15Q: 3 clusters Score -4392029 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 34207 members 
Entering Unmasked Estep 
Score: -4392057.500000 Penalty: 3398.645996
	Iteration 16Q: 3 clusters Score -4392058 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 34224 members 
Entering Unmasked Estep 
Score: -4392070.500000 Penalty: 3398.645996
	Iteration 17Q: 3 clusters Score -4392070 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 34242 members 
Entering Unmasked Estep 
Score: -4392083.000000 Penalty: 3398.645996
	Iteration 18Q: 3 clusters Score -4392083 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 34258 members 
Entering Unmasked Estep 
Score: -4392081.500000 Penalty: 3398.645996
	Iteration 19Q: 3 clusters Score -4392082 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 34263 members 
Entering Unmasked Estep 
Score: -4392091.000000 Penalty: 3398.645996
	Iteration 20F: 3 clusters Score -4392091 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 34268 members 
Entering Unmasked Estep 
Score: -4392086.500000 Penalty: 3398.645996
	Iteration 21Q: 3 clusters Score -4392086 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 34271 members 
Entering Unmasked Estep 
Score: -4392089.000000 Penalty: 3398.645996
	Iteration 22Q: 3 clusters Score -4392089 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 34275 members 
Entering Unmasked Estep 
Score: -4392098.500000 Penalty: 3398.645996
	Iteration 23Q: 3 clusters Score -4392098 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 34277 members 
Entering Unmasked Estep 
Score: -4392101.000000 Penalty: 3398.645996
	Iteration 24Q: 3 clusters Score -4392101 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 34280 members 
Entering Unmasked Estep 
Score: -4392106.000000 Penalty: 3398.645996
	Iteration 25Q: 3 clusters Score -4392106 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 34283 members 
Entering Unmasked Estep 
Score: -4392111.000000 Penalty: 3398.645996
	Iteration 26Q: 3 clusters Score -4392111 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 34284 members 
Entering Unmasked Estep 
Score: -4392107.000000 Penalty: 3398.645996
	Iteration 27Q: 3 clusters Score -4392107 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 34285 members 
Entering Unmasked Estep 
Score: -4392108.500000 Penalty: 3398.645996
	Iteration 28Q: 3 clusters Score -4392108 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 34286 members 
Entering Unmasked Estep 
Score: -4392107.000000 Penalty: 3398.645996
	Iteration 29Q: 3 clusters Score -4392107 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 34288 members 
Entering Unmasked Estep 
Score: -4392104.500000 Penalty: 3398.645996
	Iteration 30Q: 3 clusters Score -4392104 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 34291 members 
Entering Unmasked Estep 
Score: -4392102.500000 Penalty: 3398.645996
	Iteration 31Q: 3 clusters Score -4392102 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 34292 members 
Entering Unmasked Estep 
Score: -4392102.500000 Penalty: 3398.645996
	Iteration 32Q: 3 clusters Score -4392102 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 34293 members 
Entering Unmasked Estep 
Score: -4392106.500000 Penalty: 3398.645996
	Iteration 33Q: 3 clusters Score -4392106 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 34294 members 
Entering Unmasked Estep 
Score: -4392106.000000 Penalty: 3398.645996
	Iteration 34Q: 3 clusters Score -4392106 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 34295 members 
Entering Unmasked Estep 
Score: -4392105.500000 Penalty: 3398.645996
	Iteration 35Q: 3 clusters Score -4392106 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 34298 members 
Entering Unmasked Estep 
Score: -4392108.000000 Penalty: 3398.645996
	Iteration 36Q: 3 clusters Score -4392108 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 34305 members 
Entering Unmasked Estep 
Score: -4392109.500000 Penalty: 3398.645996
	Iteration 37Q: 3 clusters Score -4392110 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 34312 members 
Entering Unmasked Estep 
Score: -4392126.000000 Penalty: 3398.645996
	Iteration 38Q: 3 clusters Score -4392126 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 34317 members 
Entering Unmasked Estep 
Score: -4392125.500000 Penalty: 3398.645996
	Iteration 39Q: 3 clusters Score -4392126 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 34318 members 
Entering Unmasked Estep 
Score: -4392129.000000 Penalty: 3398.645996
	Iteration 40F: 3 clusters Score -4392129 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 34322 members 
Entering Unmasked Estep 
Score: -4392125.500000 Penalty: 3398.645996
	Iteration 41Q: 3 clusters Score -4392126 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 34323 members 
Entering Unmasked Estep 
Score: -4392126.500000 Penalty: 3398.645996
	Iteration 42Q: 3 clusters Score -4392126 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 34323 members 
Entering Unmasked Estep 
Score: -4392126.500000 Penalty: 3398.645996
	Iteration 43F: 3 clusters Score -4392126 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (5743 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5743 members 
Entering Unmasked Estep 
Score: -754905.000000 Penalty: 1406.557251
	Iteration 0F: 2 clusters Score -754905 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -750401.562500 Penalty: 2813.114502
	Iteration 0F: 3 clusters Score -750401.6 nChanged 2361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -751654.312500 Penalty: 2813.114502
	Iteration 1F: 3 clusters Score -751654.3 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -751806.187500 Penalty: 2813.114502
	Iteration 2F: 3 clusters Score -751806.2 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -751914.625000 Penalty: 2813.114502
	Iteration 3Q: 3 clusters Score -751914.6 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -751998.875000 Penalty: 2813.114502
	Iteration 4Q: 3 clusters Score -751998.9 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -752054.500000 Penalty: 2813.114502
	Iteration 5Q: 3 clusters Score -752054.5 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -752096.125000 Penalty: 2813.114502
	Iteration 6Q: 3 clusters Score -752096.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -752135.562500 Penalty: 2813.114502
	Iteration 7Q: 3 clusters Score -752135.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -752184.687500 Penalty: 2813.114502
	Iteration 8Q: 3 clusters Score -752184.7 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -752232.750000 Penalty: 2813.114502
	Iteration 9Q: 3 clusters Score -752232.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -752277.312500 Penalty: 2813.114502
	Iteration 10Q: 3 clusters Score -752277.3 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -752325.812500 Penalty: 2813.114502
	Iteration 11Q: 3 clusters Score -752325.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -752392.000000 Penalty: 2813.114502
	Iteration 12Q: 3 clusters Score -752392 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -752461.125000 Penalty: 2813.114502
	Iteration 13Q: 3 clusters Score -752461.1 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -752539.250000 Penalty: 2813.114502
	Iteration 14Q: 3 clusters Score -752539.2 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -752617.187500 Penalty: 2813.114502
	Iteration 15Q: 3 clusters Score -752617.2 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -752729.187500 Penalty: 2813.114502
	Iteration 16Q: 3 clusters Score -752729.2 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -752850.187500 Penalty: 2813.114502
	Iteration 17Q: 3 clusters Score -752850.2 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -752981.250000 Penalty: 2813.114502
	Iteration 18Q: 3 clusters Score -752981.2 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -753109.187500 Penalty: 2813.114502
	Iteration 19Q: 3 clusters Score -753109.2 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -753207.000000 Penalty: 2813.114502
	Iteration 20F: 3 clusters Score -753207 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -753284.875000 Penalty: 2813.114502
	Iteration 21Q: 3 clusters Score -753284.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 5166 members 
Entering Unmasked Estep 
Score: -753359.250000 Penalty: 2813.114502
	Iteration 22Q: 3 clusters Score -753359.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -753434.062500 Penalty: 2813.114502
	Iteration 23Q: 3 clusters Score -753434.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 5310 members 
Entering Unmasked Estep 
Score: -753496.812500 Penalty: 2813.114502
	Iteration 24Q: 3 clusters Score -753496.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 5362 members 
Entering Unmasked Estep 
Score: -753548.437500 Penalty: 2813.114502
	Iteration 25Q: 3 clusters Score -753548.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 5401 members 
Entering Unmasked Estep 
Score: -753589.562500 Penalty: 2813.114502
	Iteration 26Q: 3 clusters Score -753589.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 5428 members 
Entering Unmasked Estep 
Score: -753623.687500 Penalty: 2813.114502
	Iteration 27Q: 3 clusters Score -753623.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 5447 members 
Entering Unmasked Estep 
Score: -753645.375000 Penalty: 2813.114502
	Iteration 28Q: 3 clusters Score -753645.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 5461 members 
Entering Unmasked Estep 
Score: -753662.875000 Penalty: 2813.114502
	Iteration 29Q: 3 clusters Score -753662.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 5472 members 
Entering Unmasked Estep 
Score: -753672.625000 Penalty: 2813.114502
	Iteration 30Q: 3 clusters Score -753672.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 5481 members 
Entering Unmasked Estep 
Score: -753681.312500 Penalty: 2813.114502
	Iteration 31Q: 3 clusters Score -753681.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 5486 members 
Entering Unmasked Estep 
Score: -753694.000000 Penalty: 2813.114502
	Iteration 32Q: 3 clusters Score -753694 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 5491 members 
Entering Unmasked Estep 
Score: -753698.875000 Penalty: 2813.114502
	Iteration 33Q: 3 clusters Score -753698.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 5498 members 
Entering Unmasked Estep 
Score: -753707.812500 Penalty: 2813.114502
	Iteration 34Q: 3 clusters Score -753707.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 5501 members 
Entering Unmasked Estep 
Score: -753713.687500 Penalty: 2813.114502
	Iteration 35Q: 3 clusters Score -753713.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 5502 members 
Entering Unmasked Estep 
Score: -753715.812500 Penalty: 2813.114502
	Iteration 36Q: 3 clusters Score -753715.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 5503 members 
Entering Unmasked Estep 
Score: -753716.500000 Penalty: 2813.114502
	Iteration 37Q: 3 clusters Score -753716.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 5504 members 
Entering Unmasked Estep 
Score: -753718.812500 Penalty: 2813.114502
	Iteration 38Q: 3 clusters Score -753718.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 5505 members 
Entering Unmasked Estep 
Score: -753719.062500 Penalty: 2813.114502
	Iteration 39Q: 3 clusters Score -753719.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 5505 members 
Entering Unmasked Estep 
Score: -753719.062500 Penalty: 2813.114502
	Iteration 40F: 3 clusters Score -753719.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (11891 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11891 members 
Entering Unmasked Estep 
Score: -1346467.250000 Penalty: 1524.824829
	Iteration 0F: 2 clusters Score -1346467 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 5995 members 
Entering Unmasked Estep 
Score: -1338102.500000 Penalty: 3049.649658
	Iteration 0F: 3 clusters Score -1338102 nChanged 5217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5579 members 
Mstep: Class 2 contains 6312 members 
Entering Unmasked Estep 
Score: -1341040.875000 Penalty: 3049.649658
	Iteration 1F: 3 clusters Score -1341041 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5450 members 
Mstep: Class 2 contains 6441 members 
Entering Unmasked Estep 
Score: -1341417.000000 Penalty: 3049.649658
	Iteration 2F: 3 clusters Score -1341417 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5281 members 
Mstep: Class 2 contains 6610 members 
Entering Unmasked Estep 
Score: -1341792.125000 Penalty: 3049.649658
	Iteration 3F: 3 clusters Score -1341792 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 6803 members 
Entering Unmasked Estep 
Score: -1342173.500000 Penalty: 3049.649658
	Iteration 4F: 3 clusters Score -1342174 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 7042 members 
Entering Unmasked Estep 
Score: -1342539.250000 Penalty: 3049.649658
	Iteration 5F: 3 clusters Score -1342539 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 7297 members 
Entering Unmasked Estep 
Score: -1342895.000000 Penalty: 3049.649658
	Iteration 6F: 3 clusters Score -1342895 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 7557 members 
Entering Unmasked Estep 
Score: -1343196.750000 Penalty: 3049.649658
	Iteration 7Q: 3 clusters Score -1343197 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 7828 members 
Entering Unmasked Estep 
Score: -1343435.625000 Penalty: 3049.649658
	Iteration 8Q: 3 clusters Score -1343436 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 8104 members 
Entering Unmasked Estep 
Score: -1343646.500000 Penalty: 3049.649658
	Iteration 9Q: 3 clusters Score -1343646 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 8372 members 
Entering Unmasked Estep 
Score: -1343848.375000 Penalty: 3049.649658
	Iteration 10Q: 3 clusters Score -1343848 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 8615 members 
Entering Unmasked Estep 
Score: -1344036.125000 Penalty: 3049.649658
	Iteration 11Q: 3 clusters Score -1344036 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 8871 members 
Entering Unmasked Estep 
Score: -1344229.625000 Penalty: 3049.649658
	Iteration 12Q: 3 clusters Score -1344230 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 9125 members 
Entering Unmasked Estep 
Score: -1344432.625000 Penalty: 3049.649658
	Iteration 13Q: 3 clusters Score -1344433 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 9381 members 
Entering Unmasked Estep 
Score: -1344641.250000 Penalty: 3049.649658
	Iteration 14Q: 3 clusters Score -1344641 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 9604 members 
Entering Unmasked Estep 
Score: -1344837.500000 Penalty: 3049.649658
	Iteration 15Q: 3 clusters Score -1344838 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 9801 members 
Entering Unmasked Estep 
Score: -1345022.875000 Penalty: 3049.649658
	Iteration 16Q: 3 clusters Score -1345023 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 9957 members 
Entering Unmasked Estep 
Score: -1345181.750000 Penalty: 3049.649658
	Iteration 17Q: 3 clusters Score -1345182 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 10074 members 
Entering Unmasked Estep 
Score: -1345303.875000 Penalty: 3049.649658
	Iteration 18Q: 3 clusters Score -1345304 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 10181 members 
Entering Unmasked Estep 
Score: -1345396.375000 Penalty: 3049.649658
	Iteration 19Q: 3 clusters Score -1345396 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 10270 members 
Entering Unmasked Estep 
Score: -1345461.625000 Penalty: 3049.649658
	Iteration 20F: 3 clusters Score -1345462 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 10355 members 
Entering Unmasked Estep 
Score: -1345526.375000 Penalty: 3049.649658
	Iteration 21Q: 3 clusters Score -1345526 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 10412 members 
Entering Unmasked Estep 
Score: -1345569.625000 Penalty: 3049.649658
	Iteration 22Q: 3 clusters Score -1345570 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 10457 members 
Entering Unmasked Estep 
Score: -1345601.375000 Penalty: 3049.649658
	Iteration 23Q: 3 clusters Score -1345601 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 10487 members 
Entering Unmasked Estep 
Score: -1345624.750000 Penalty: 3049.649658
	Iteration 24Q: 3 clusters Score -1345625 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 10509 members 
Entering Unmasked Estep 
Score: -1345636.625000 Penalty: 3049.649658
	Iteration 25Q: 3 clusters Score -1345637 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 10529 members 
Entering Unmasked Estep 
Score: -1345648.000000 Penalty: 3049.649658
	Iteration 26Q: 3 clusters Score -1345648 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 10542 members 
Entering Unmasked Estep 
Score: -1345657.750000 Penalty: 3049.649658
	Iteration 27Q: 3 clusters Score -1345658 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 10551 members 
Entering Unmasked Estep 
Score: -1345659.250000 Penalty: 3049.649658
	Iteration 28Q: 3 clusters Score -1345659 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 10554 members 
Entering Unmasked Estep 
Score: -1345669.625000 Penalty: 3049.649658
	Iteration 29Q: 3 clusters Score -1345670 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 10556 members 
Entering Unmasked Estep 
Score: -1345675.375000 Penalty: 3049.649658
	Iteration 30Q: 3 clusters Score -1345675 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 10562 members 
Entering Unmasked Estep 
Score: -1345676.000000 Penalty: 3049.649658
	Iteration 31Q: 3 clusters Score -1345676 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 10566 members 
Entering Unmasked Estep 
Score: -1345685.125000 Penalty: 3049.649658
	Iteration 32Q: 3 clusters Score -1345685 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 10574 members 
Entering Unmasked Estep 
Score: -1345686.750000 Penalty: 3049.649658
	Iteration 33Q: 3 clusters Score -1345687 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 10582 members 
Entering Unmasked Estep 
Score: -1345689.250000 Penalty: 3049.649658
	Iteration 34Q: 3 clusters Score -1345689 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 10589 members 
Entering Unmasked Estep 
Score: -1345692.875000 Penalty: 3049.649658
	Iteration 35Q: 3 clusters Score -1345693 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 10600 members 
Entering Unmasked Estep 
Score: -1345695.625000 Penalty: 3049.649658
	Iteration 36Q: 3 clusters Score -1345696 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 10599 members 
Entering Unmasked Estep 
Score: -1345697.500000 Penalty: 3049.649658
	Iteration 37Q: 3 clusters Score -1345698 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 10600 members 
Entering Unmasked Estep 
Score: -1345696.125000 Penalty: 3049.649658
	Iteration 38Q: 3 clusters Score -1345696 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 10601 members 
Entering Unmasked Estep 
Score: -1345694.750000 Penalty: 3049.649658
	Iteration 39Q: 3 clusters Score -1345695 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 10604 members 
Entering Unmasked Estep 
Score: -1345699.375000 Penalty: 3049.649658
	Iteration 40F: 3 clusters Score -1345699 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 10606 members 
Entering Unmasked Estep 
Score: -1345702.375000 Penalty: 3049.649658
	Iteration 41Q: 3 clusters Score -1345702 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 10608 members 
Entering Unmasked Estep 
Score: -1345702.875000 Penalty: 3049.649658
	Iteration 42Q: 3 clusters Score -1345703 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 10610 members 
Entering Unmasked Estep 
Score: -1345702.375000 Penalty: 3049.649658
	Iteration 43Q: 3 clusters Score -1345702 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 10612 members 
Entering Unmasked Estep 
Score: -1345702.500000 Penalty: 3049.649658
	Iteration 44Q: 3 clusters Score -1345702 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 10614 members 
Entering Unmasked Estep 
Score: -1345705.750000 Penalty: 3049.649658
	Iteration 45Q: 3 clusters Score -1345706 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 10615 members 
Entering Unmasked Estep 
Score: -1345704.125000 Penalty: 3049.649658
	Iteration 46Q: 3 clusters Score -1345704 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 10614 members 
Entering Unmasked Estep 
Score: -1345708.875000 Penalty: 3049.649658
	Iteration 47Q: 3 clusters Score -1345709 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 10614 members 
Entering Unmasked Estep 
Score: -1345708.875000 Penalty: 3049.649658
	Iteration 48F: 3 clusters Score -1345709 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (3017 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Entering Unmasked Estep 
Score: -362837.031250 Penalty: 1301.953003
	Iteration 0F: 2 clusters Score -362837 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -360113.812500 Penalty: 2603.906006
	Iteration 0F: 3 clusters Score -360113.8 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -360788.343750 Penalty: 2603.906006
	Iteration 1F: 3 clusters Score -360788.3 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -360942.281250 Penalty: 2603.906006
	Iteration 2F: 3 clusters Score -360942.3 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -361033.343750 Penalty: 2603.906006
	Iteration 3F: 3 clusters Score -361033.3 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -361093.500000 Penalty: 2603.906006
	Iteration 4Q: 3 clusters Score -361093.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -361137.750000 Penalty: 2603.906006
	Iteration 5Q: 3 clusters Score -361137.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -361188.125000 Penalty: 2603.906006
	Iteration 6Q: 3 clusters Score -361188.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -361232.187500 Penalty: 2603.906006
	Iteration 7Q: 3 clusters Score -361232.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -361273.156250 Penalty: 2603.906006
	Iteration 8Q: 3 clusters Score -361273.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -361301.906250 Penalty: 2603.906006
	Iteration 9Q: 3 clusters Score -361301.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -361321.968750 Penalty: 2603.906006
	Iteration 10Q: 3 clusters Score -361322 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -361348.468750 Penalty: 2603.906006
	Iteration 11Q: 3 clusters Score -361348.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -361389.187500 Penalty: 2603.906006
	Iteration 12Q: 3 clusters Score -361389.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -361428.968750 Penalty: 2603.906006
	Iteration 13Q: 3 clusters Score -361429 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -361467.281250 Penalty: 2603.906006
	Iteration 14Q: 3 clusters Score -361467.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -361520.750000 Penalty: 2603.906006
	Iteration 15Q: 3 clusters Score -361520.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -361582.968750 Penalty: 2603.906006
	Iteration 16Q: 3 clusters Score -361583 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -361666.281250 Penalty: 2603.906006
	Iteration 17Q: 3 clusters Score -361666.3 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -361791.250000 Penalty: 2603.906006
	Iteration 18Q: 3 clusters Score -361791.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -361915.281250 Penalty: 2603.906006
	Iteration 19Q: 3 clusters Score -361915.3 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -362041.906250 Penalty: 2603.906006
	Iteration 20F: 3 clusters Score -362041.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -362122.125000 Penalty: 2603.906006
	Iteration 21Q: 3 clusters Score -362122.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -362188.968750 Penalty: 2603.906006
	Iteration 22Q: 3 clusters Score -362189 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -362253.718750 Penalty: 2603.906006
	Iteration 23Q: 3 clusters Score -362253.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -362320.343750 Penalty: 2603.906006
	Iteration 24Q: 3 clusters Score -362320.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -362374.406250 Penalty: 2603.906006
	Iteration 25Q: 3 clusters Score -362374.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -362428.687500 Penalty: 2603.906006
	Iteration 26Q: 3 clusters Score -362428.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -362469.656250 Penalty: 2603.906006
	Iteration 27Q: 3 clusters Score -362469.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -362483.656250 Penalty: 2603.906006
	Iteration 28Q: 3 clusters Score -362483.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -362491.968750 Penalty: 2603.906006
	Iteration 29Q: 3 clusters Score -362492 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -362497.781250 Penalty: 2603.906006
	Iteration 30Q: 3 clusters Score -362497.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -362499.625000 Penalty: 2603.906006
	Iteration 31Q: 3 clusters Score -362499.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -362501.250000 Penalty: 2603.906006
	Iteration 32Q: 3 clusters Score -362501.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -362501.500000 Penalty: 2603.906006
	Iteration 33Q: 3 clusters Score -362501.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -362501.906250 Penalty: 2603.906006
	Iteration 34Q: 3 clusters Score -362501.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -362501.906250 Penalty: 2603.906006
	Iteration 35F: 3 clusters Score -362501.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (21842 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21842 members 
Entering Unmasked Estep 
Score: -2774030.000000 Penalty: 1623.633301
	Iteration 0F: 2 clusters Score -2774030 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10817 members 
Mstep: Class 2 contains 11025 members 
Entering Unmasked Estep 
Score: -2759186.250000 Penalty: 3247.266602
	Iteration 0F: 3 clusters Score -2759186 nChanged 9848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10013 members 
Mstep: Class 2 contains 11829 members 
Entering Unmasked Estep 
Score: -2764491.250000 Penalty: 3247.266602
	Iteration 1F: 3 clusters Score -2764491 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9418 members 
Mstep: Class 2 contains 12424 members 
Entering Unmasked Estep 
Score: -2764950.750000 Penalty: 3247.266602
	Iteration 2F: 3 clusters Score -2764951 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8573 members 
Mstep: Class 2 contains 13269 members 
Entering Unmasked Estep 
Score: -2765468.250000 Penalty: 3247.266602
	Iteration 3F: 3 clusters Score -2765468 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7485 members 
Mstep: Class 2 contains 14357 members 
Entering Unmasked Estep 
Score: -2766164.000000 Penalty: 3247.266602
	Iteration 4F: 3 clusters Score -2766164 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6046 members 
Mstep: Class 2 contains 15796 members 
Entering Unmasked Estep 
Score: -2767232.500000 Penalty: 3247.266602
	Iteration 5F: 3 clusters Score -2767232 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 17456 members 
Entering Unmasked Estep 
Score: -2768650.500000 Penalty: 3247.266602
	Iteration 6F: 3 clusters Score -2768650 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 19051 members 
Entering Unmasked Estep 
Score: -2770095.750000 Penalty: 3247.266602
	Iteration 7F: 3 clusters Score -2770096 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 20258 members 
Entering Unmasked Estep 
Score: -2771203.250000 Penalty: 3247.266602
	Iteration 8F: 3 clusters Score -2771203 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 20998 members 
Entering Unmasked Estep 
Score: -2771864.750000 Penalty: 3247.266602
	Iteration 9Q: 3 clusters Score -2771865 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 21370 members 
Entering Unmasked Estep 
Score: -2772214.750000 Penalty: 3247.266602
	Iteration 10Q: 3 clusters Score -2772215 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 21540 members 
Entering Unmasked Estep 
Score: -2772399.750000 Penalty: 3247.266602
	Iteration 11Q: 3 clusters Score -2772400 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 21599 members 
Entering Unmasked Estep 
Score: -2772484.750000 Penalty: 3247.266602
	Iteration 12Q: 3 clusters Score -2772485 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 21621 members 
Entering Unmasked Estep 
Score: -2772528.000000 Penalty: 3247.266602
	Iteration 13Q: 3 clusters Score -2772528 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 21633 members 
Entering Unmasked Estep 
Score: -2772545.250000 Penalty: 3247.266602
	Iteration 14Q: 3 clusters Score -2772545 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 21635 members 
Entering Unmasked Estep 
Score: -2772555.750000 Penalty: 3247.266602
	Iteration 15Q: 3 clusters Score -2772556 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 21639 members 
Entering Unmasked Estep 
Score: -2772572.750000 Penalty: 3247.266602
	Iteration 16Q: 3 clusters Score -2772573 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 21643 members 
Entering Unmasked Estep 
Score: -2772574.500000 Penalty: 3247.266602
	Iteration 17Q: 3 clusters Score -2772574 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 21646 members 
Entering Unmasked Estep 
Score: -2772584.250000 Penalty: 3247.266602
	Iteration 18Q: 3 clusters Score -2772584 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 21648 members 
Entering Unmasked Estep 
Score: -2772591.500000 Penalty: 3247.266602
	Iteration 19Q: 3 clusters Score -2772592 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 21649 members 
Entering Unmasked Estep 
Score: -2772593.500000 Penalty: 3247.266602
	Iteration 20F: 3 clusters Score -2772594 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 21651 members 
Entering Unmasked Estep 
Score: -2772597.750000 Penalty: 3247.266602
	Iteration 21Q: 3 clusters Score -2772598 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 21650 members 
Entering Unmasked Estep 
Score: -2772597.750000 Penalty: 3247.266602
	Iteration 22Q: 3 clusters Score -2772598 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 21652 members 
Entering Unmasked Estep 
Score: -2772601.750000 Penalty: 3247.266602
	Iteration 23Q: 3 clusters Score -2772602 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 21655 members 
Entering Unmasked Estep 
Score: -2772605.250000 Penalty: 3247.266602
	Iteration 24Q: 3 clusters Score -2772605 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 21655 members 
Entering Unmasked Estep 
Score: -2772607.750000 Penalty: 3247.266602
	Iteration 25Q: 3 clusters Score -2772608 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 21655 members 
Entering Unmasked Estep 
Score: -2772607.750000 Penalty: 3247.266602
	Iteration 26F: 3 clusters Score -2772608 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (39369 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39369 members 
Entering Unmasked Estep 
Score: -4980548.500000 Penalty: 1719.369263
	Iteration 0F: 2 clusters Score -4980548 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19652 members 
Mstep: Class 2 contains 19717 members 
Entering Unmasked Estep 
Score: -4954043.000000 Penalty: 3438.738525
	Iteration 0F: 3 clusters Score -4954043 nChanged 18458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19786 members 
Mstep: Class 2 contains 19583 members 
Entering Unmasked Estep 
Score: -4964283.000000 Penalty: 3438.738525
	Iteration 1F: 3 clusters Score -4964283 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19953 members 
Mstep: Class 2 contains 19416 members 
Entering Unmasked Estep 
Score: -4964632.000000 Penalty: 3438.738525
	Iteration 2Q: 3 clusters Score -4964632 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20190 members 
Mstep: Class 2 contains 19179 members 
Entering Unmasked Estep 
Score: -4964965.000000 Penalty: 3438.738525
	Iteration 3Q: 3 clusters Score -4964965 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20512 members 
Mstep: Class 2 contains 18857 members 
Entering Unmasked Estep 
Score: -4965340.500000 Penalty: 3438.738525
	Iteration 4Q: 3 clusters Score -4965340 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20925 members 
Mstep: Class 2 contains 18444 members 
Entering Unmasked Estep 
Score: -4965693.000000 Penalty: 3438.738525
	Iteration 5Q: 3 clusters Score -4965693 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21436 members 
Mstep: Class 2 contains 17933 members 
Entering Unmasked Estep 
Score: -4966120.500000 Penalty: 3438.738525
	Iteration 6Q: 3 clusters Score -4966120 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22037 members 
Mstep: Class 2 contains 17332 members 
Entering Unmasked Estep 
Score: -4966646.000000 Penalty: 3438.738525
	Iteration 7Q: 3 clusters Score -4966646 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22838 members 
Mstep: Class 2 contains 16531 members 
Entering Unmasked Estep 
Score: -4967448.500000 Penalty: 3438.738525
	Iteration 8Q: 3 clusters Score -4967448 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23872 members 
Mstep: Class 2 contains 15497 members 
Entering Unmasked Estep 
Score: -4968553.000000 Penalty: 3438.738525
	Iteration 9Q: 3 clusters Score -4968553 nChanged 2065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25093 members 
Mstep: Class 2 contains 14276 members 
Entering Unmasked Estep 
Score: -4969970.500000 Penalty: 3438.738525
	Iteration 10F: 3 clusters Score -4969970 nChanged 2113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26328 members 
Mstep: Class 2 contains 13041 members 
Entering Unmasked Estep 
Score: -4971482.500000 Penalty: 3438.738525
	Iteration 11F: 3 clusters Score -4971482 nChanged 1909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27457 members 
Mstep: Class 2 contains 11912 members 
Entering Unmasked Estep 
Score: -4972752.000000 Penalty: 3438.738525
	Iteration 12Q: 3 clusters Score -4972752 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28411 members 
Mstep: Class 2 contains 10958 members 
Entering Unmasked Estep 
Score: -4973554.500000 Penalty: 3438.738525
	Iteration 13Q: 3 clusters Score -4973554 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29302 members 
Mstep: Class 2 contains 10067 members 
Entering Unmasked Estep 
Score: -4974048.000000 Penalty: 3438.738525
	Iteration 14Q: 3 clusters Score -4974048 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30148 members 
Mstep: Class 2 contains 9221 members 
Entering Unmasked Estep 
Score: -4974456.000000 Penalty: 3438.738525
	Iteration 15Q: 3 clusters Score -4974456 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30961 members 
Mstep: Class 2 contains 8408 members 
Entering Unmasked Estep 
Score: -4974799.000000 Penalty: 3438.738525
	Iteration 16Q: 3 clusters Score -4974799 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31780 members 
Mstep: Class 2 contains 7589 members 
Entering Unmasked Estep 
Score: -4975192.500000 Penalty: 3438.738525
	Iteration 17Q: 3 clusters Score -4975192 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32616 members 
Mstep: Class 2 contains 6753 members 
Entering Unmasked Estep 
Score: -4975630.000000 Penalty: 3438.738525
	Iteration 18Q: 3 clusters Score -4975630 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33453 members 
Mstep: Class 2 contains 5916 members 
Entering Unmasked Estep 
Score: -4976112.000000 Penalty: 3438.738525
	Iteration 19Q: 3 clusters Score -4976112 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34248 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -4976651.500000 Penalty: 3438.738525
	Iteration 20F: 3 clusters Score -4976652 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34960 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -4977188.500000 Penalty: 3438.738525
	Iteration 21Q: 3 clusters Score -4977188 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35567 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -4977636.500000 Penalty: 3438.738525
	Iteration 22Q: 3 clusters Score -4977636 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36054 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -4977978.000000 Penalty: 3438.738525
	Iteration 23Q: 3 clusters Score -4977978 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36478 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -4978276.000000 Penalty: 3438.738525
	Iteration 24Q: 3 clusters Score -4978276 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36814 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -4978503.000000 Penalty: 3438.738525
	Iteration 25Q: 3 clusters Score -4978503 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37077 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -4978669.500000 Penalty: 3438.738525
	Iteration 26Q: 3 clusters Score -4978670 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37287 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -4978808.000000 Penalty: 3438.738525
	Iteration 27Q: 3 clusters Score -4978808 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37472 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -4978896.500000 Penalty: 3438.738525
	Iteration 28Q: 3 clusters Score -4978896 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37608 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -4978983.500000 Penalty: 3438.738525
	Iteration 29Q: 3 clusters Score -4978984 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37718 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -4979014.000000 Penalty: 3438.738525
	Iteration 30Q: 3 clusters Score -4979014 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37808 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -4979046.500000 Penalty: 3438.738525
	Iteration 31Q: 3 clusters Score -4979046 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37892 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -4979080.000000 Penalty: 3438.738525
	Iteration 32Q: 3 clusters Score -4979080 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37965 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -4979121.500000 Penalty: 3438.738525
	Iteration 33Q: 3 clusters Score -4979122 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38012 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -4979143.500000 Penalty: 3438.738525
	Iteration 34Q: 3 clusters Score -4979144 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38055 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -4979155.500000 Penalty: 3438.738525
	Iteration 35Q: 3 clusters Score -4979156 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38095 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -4979162.500000 Penalty: 3438.738525
	Iteration 36Q: 3 clusters Score -4979162 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38127 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -4979173.000000 Penalty: 3438.738525
	Iteration 37Q: 3 clusters Score -4979173 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38149 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -4979177.000000 Penalty: 3438.738525
	Iteration 38Q: 3 clusters Score -4979177 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38171 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -4979188.000000 Penalty: 3438.738525
	Iteration 39Q: 3 clusters Score -4979188 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38182 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -4979195.500000 Penalty: 3438.738525
	Iteration 40F: 3 clusters Score -4979196 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38187 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -4979194.000000 Penalty: 3438.738525
	Iteration 41Q: 3 clusters Score -4979194 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38189 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -4979194.000000 Penalty: 3438.738525
	Iteration 42Q: 3 clusters Score -4979194 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38191 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -4979195.500000 Penalty: 3438.738525
	Iteration 43Q: 3 clusters Score -4979196 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38193 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -4979193.500000 Penalty: 3438.738525
	Iteration 44Q: 3 clusters Score -4979194 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38194 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -4979199.000000 Penalty: 3438.738525
	Iteration 45Q: 3 clusters Score -4979199 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38195 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -4979196.500000 Penalty: 3438.738525
	Iteration 46Q: 3 clusters Score -4979196 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38196 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -4979195.500000 Penalty: 3438.738525
	Iteration 47Q: 3 clusters Score -4979196 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38198 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -4979195.500000 Penalty: 3438.738525
	Iteration 48Q: 3 clusters Score -4979196 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38201 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -4979196.500000 Penalty: 3438.738525
	Iteration 49Q: 3 clusters Score -4979196 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38209 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -4979198.500000 Penalty: 3438.738525
	Iteration 50Q: 3 clusters Score -4979198 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38218 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -4979201.000000 Penalty: 3438.738525
	Iteration 51Q: 3 clusters Score -4979201 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38227 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -4979206.500000 Penalty: 3438.738525
	Iteration 52Q: 3 clusters Score -4979206 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38235 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -4979209.000000 Penalty: 3438.738525
	Iteration 53Q: 3 clusters Score -4979209 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38242 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -4979209.000000 Penalty: 3438.738525
	Iteration 54Q: 3 clusters Score -4979209 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38244 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -4979208.500000 Penalty: 3438.738525
	Iteration 55Q: 3 clusters Score -4979208 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38246 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -4979210.000000 Penalty: 3438.738525
	Iteration 56Q: 3 clusters Score -4979210 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38246 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -4979210.000000 Penalty: 3438.738525
	Iteration 57F: 3 clusters Score -4979210 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (7909 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7909 members 
Entering Unmasked Estep 
Score: -990496.750000 Penalty: 1458.560425
	Iteration 0F: 2 clusters Score -990496.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -984721.375000 Penalty: 2917.120850
	Iteration 0F: 3 clusters Score -984721.4 nChanged 3326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -986524.312500 Penalty: 2917.120850
	Iteration 1F: 3 clusters Score -986524.3 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -986802.562500 Penalty: 2917.120850
	Iteration 2F: 3 clusters Score -986802.6 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -987044.312500 Penalty: 2917.120850
	Iteration 3F: 3 clusters Score -987044.3 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5289 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -987306.000000 Penalty: 2917.120850
	Iteration 4F: 3 clusters Score -987306 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5653 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -987576.937500 Penalty: 2917.120850
	Iteration 5F: 3 clusters Score -987576.9 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6037 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -987887.562500 Penalty: 2917.120850
	Iteration 6F: 3 clusters Score -987887.6 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6426 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -988210.375000 Penalty: 2917.120850
	Iteration 7F: 3 clusters Score -988210.4 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6745 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -988447.187500 Penalty: 2917.120850
	Iteration 8Q: 3 clusters Score -988447.2 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6966 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -988604.250000 Penalty: 2917.120850
	Iteration 9Q: 3 clusters Score -988604.2 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7143 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -988725.125000 Penalty: 2917.120850
	Iteration 10Q: 3 clusters Score -988725.1 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7283 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -988840.875000 Penalty: 2917.120850
	Iteration 11Q: 3 clusters Score -988840.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7401 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -988943.250000 Penalty: 2917.120850
	Iteration 12Q: 3 clusters Score -988943.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7498 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -989033.062500 Penalty: 2917.120850
	Iteration 13Q: 3 clusters Score -989033.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7566 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -989101.312500 Penalty: 2917.120850
	Iteration 14Q: 3 clusters Score -989101.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7614 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -989150.625000 Penalty: 2917.120850
	Iteration 15Q: 3 clusters Score -989150.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7642 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -989185.437500 Penalty: 2917.120850
	Iteration 16Q: 3 clusters Score -989185.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7662 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -989205.875000 Penalty: 2917.120850
	Iteration 17Q: 3 clusters Score -989205.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7669 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -989214.625000 Penalty: 2917.120850
	Iteration 18Q: 3 clusters Score -989214.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7678 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -989226.437500 Penalty: 2917.120850
	Iteration 19Q: 3 clusters Score -989226.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7680 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -989231.125000 Penalty: 2917.120850
	Iteration 20F: 3 clusters Score -989231.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7680 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -989236.187500 Penalty: 2917.120850
	Iteration 21Q: 3 clusters Score -989236.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7681 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -989236.812500 Penalty: 2917.120850
	Iteration 22Q: 3 clusters Score -989236.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7682 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -989238.000000 Penalty: 2917.120850
	Iteration 23Q: 3 clusters Score -989238 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7683 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -989238.375000 Penalty: 2917.120850
	Iteration 24Q: 3 clusters Score -989238.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7684 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -989237.750000 Penalty: 2917.120850
	Iteration 25Q: 3 clusters Score -989237.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7684 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -989237.750000 Penalty: 2917.120850
	Iteration 26F: 3 clusters Score -989237.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (3869 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Entering Unmasked Estep 
Score: -472498.187500 Penalty: 1342.372192
	Iteration 0F: 2 clusters Score -472498.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -469205.687500 Penalty: 2684.744385
	Iteration 0F: 3 clusters Score -469205.7 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -470155.031250 Penalty: 2684.744385
	Iteration 1F: 3 clusters Score -470155 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -470341.593750 Penalty: 2684.744385
	Iteration 2F: 3 clusters Score -470341.6 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -470452.312500 Penalty: 2684.744385
	Iteration 3F: 3 clusters Score -470452.3 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -470545.875000 Penalty: 2684.744385
	Iteration 4Q: 3 clusters Score -470545.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -470614.750000 Penalty: 2684.744385
	Iteration 5Q: 3 clusters Score -470614.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -470667.218750 Penalty: 2684.744385
	Iteration 6Q: 3 clusters Score -470667.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -470726.843750 Penalty: 2684.744385
	Iteration 7Q: 3 clusters Score -470726.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -470784.406250 Penalty: 2684.744385
	Iteration 8Q: 3 clusters Score -470784.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -470860.156250 Penalty: 2684.744385
	Iteration 9Q: 3 clusters Score -470860.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -470935.500000 Penalty: 2684.744385
	Iteration 10Q: 3 clusters Score -470935.5 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -471012.562500 Penalty: 2684.744385
	Iteration 11Q: 3 clusters Score -471012.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -471075.937500 Penalty: 2684.744385
	Iteration 12Q: 3 clusters Score -471075.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -471114.031250 Penalty: 2684.744385
	Iteration 13Q: 3 clusters Score -471114 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -471144.593750 Penalty: 2684.744385
	Iteration 14Q: 3 clusters Score -471144.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -471175.906250 Penalty: 2684.744385
	Iteration 15Q: 3 clusters Score -471175.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -471193.093750 Penalty: 2684.744385
	Iteration 16Q: 3 clusters Score -471193.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -471211.312500 Penalty: 2684.744385
	Iteration 17Q: 3 clusters Score -471211.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -471221.343750 Penalty: 2684.744385
	Iteration 18Q: 3 clusters Score -471221.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -471229.781250 Penalty: 2684.744385
	Iteration 19Q: 3 clusters Score -471229.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -471237.562500 Penalty: 2684.744385
	Iteration 20F: 3 clusters Score -471237.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -471242.500000 Penalty: 2684.744385
	Iteration 21Q: 3 clusters Score -471242.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -471248.343750 Penalty: 2684.744385
	Iteration 22Q: 3 clusters Score -471248.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -471251.250000 Penalty: 2684.744385
	Iteration 23Q: 3 clusters Score -471251.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -471253.875000 Penalty: 2684.744385
	Iteration 24Q: 3 clusters Score -471253.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -471255.875000 Penalty: 2684.744385
	Iteration 25Q: 3 clusters Score -471255.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -471257.218750 Penalty: 2684.744385
	Iteration 26Q: 3 clusters Score -471257.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -471259.750000 Penalty: 2684.744385
	Iteration 27Q: 3 clusters Score -471259.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -471262.531250 Penalty: 2684.744385
	Iteration 28Q: 3 clusters Score -471262.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -471261.312500 Penalty: 2684.744385
	Iteration 29Q: 3 clusters Score -471261.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -471261.937500 Penalty: 2684.744385
	Iteration 30Q: 3 clusters Score -471261.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -471261.937500 Penalty: 2684.744385
	Iteration 31F: 3 clusters Score -471261.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (2336 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Entering Unmasked Estep 
Score: -288740.156250 Penalty: 1260.381836
	Iteration 0F: 2 clusters Score -288740.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -286434.000000 Penalty: 2520.763672
	Iteration 0F: 3 clusters Score -286434 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -286949.625000 Penalty: 2520.763672
	Iteration 1F: 3 clusters Score -286949.6 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -287071.625000 Penalty: 2520.763672
	Iteration 2F: 3 clusters Score -287071.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -287149.718750 Penalty: 2520.763672
	Iteration 3Q: 3 clusters Score -287149.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -287206.937500 Penalty: 2520.763672
	Iteration 4Q: 3 clusters Score -287206.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -287255.281250 Penalty: 2520.763672
	Iteration 5Q: 3 clusters Score -287255.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -287292.093750 Penalty: 2520.763672
	Iteration 6Q: 3 clusters Score -287292.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -287318.437500 Penalty: 2520.763672
	Iteration 7Q: 3 clusters Score -287318.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -287328.937500 Penalty: 2520.763672
	Iteration 8Q: 3 clusters Score -287328.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -287338.531250 Penalty: 2520.763672
	Iteration 9Q: 3 clusters Score -287338.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -287347.156250 Penalty: 2520.763672
	Iteration 10Q: 3 clusters Score -287347.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -287353.312500 Penalty: 2520.763672
	Iteration 11Q: 3 clusters Score -287353.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -287357.687500 Penalty: 2520.763672
	Iteration 12Q: 3 clusters Score -287357.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -287363.906250 Penalty: 2520.763672
	Iteration 13Q: 3 clusters Score -287363.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -287368.781250 Penalty: 2520.763672
	Iteration 14Q: 3 clusters Score -287368.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -287377.812500 Penalty: 2520.763672
	Iteration 15Q: 3 clusters Score -287377.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -287385.750000 Penalty: 2520.763672
	Iteration 16Q: 3 clusters Score -287385.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -287391.843750 Penalty: 2520.763672
	Iteration 17Q: 3 clusters Score -287391.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -287397.656250 Penalty: 2520.763672
	Iteration 18Q: 3 clusters Score -287397.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -287402.875000 Penalty: 2520.763672
	Iteration 19Q: 3 clusters Score -287402.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -287408.750000 Penalty: 2520.763672
	Iteration 20F: 3 clusters Score -287408.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -287414.906250 Penalty: 2520.763672
	Iteration 21Q: 3 clusters Score -287414.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -287417.781250 Penalty: 2520.763672
	Iteration 22Q: 3 clusters Score -287417.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -287419.656250 Penalty: 2520.763672
	Iteration 23Q: 3 clusters Score -287419.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -287423.531250 Penalty: 2520.763672
	Iteration 24Q: 3 clusters Score -287423.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -287427.593750 Penalty: 2520.763672
	Iteration 25Q: 3 clusters Score -287427.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -287430.500000 Penalty: 2520.763672
	Iteration 26Q: 3 clusters Score -287430.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -287432.812500 Penalty: 2520.763672
	Iteration 27Q: 3 clusters Score -287432.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -287433.062500 Penalty: 2520.763672
	Iteration 28Q: 3 clusters Score -287433.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -287433.062500 Penalty: 2520.763672
	Iteration 29F: 3 clusters Score -287433.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (23635 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23635 members 
Entering Unmasked Estep 
Score: -2929667.750000 Penalty: 1636.453735
	Iteration 0F: 2 clusters Score -2929668 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11740 members 
Mstep: Class 2 contains 11895 members 
Entering Unmasked Estep 
Score: -2913579.000000 Penalty: 3272.907471
	Iteration 0F: 3 clusters Score -2913579 nChanged 10853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10909 members 
Mstep: Class 2 contains 12726 members 
Entering Unmasked Estep 
Score: -2919615.000000 Penalty: 3272.907471
	Iteration 1F: 3 clusters Score -2919615 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10393 members 
Mstep: Class 2 contains 13242 members 
Entering Unmasked Estep 
Score: -2920092.750000 Penalty: 3272.907471
	Iteration 2F: 3 clusters Score -2920093 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9640 members 
Mstep: Class 2 contains 13995 members 
Entering Unmasked Estep 
Score: -2920644.250000 Penalty: 3272.907471
	Iteration 3F: 3 clusters Score -2920644 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8631 members 
Mstep: Class 2 contains 15004 members 
Entering Unmasked Estep 
Score: -2921342.500000 Penalty: 3272.907471
	Iteration 4F: 3 clusters Score -2921342 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7346 members 
Mstep: Class 2 contains 16289 members 
Entering Unmasked Estep 
Score: -2922386.250000 Penalty: 3272.907471
	Iteration 5F: 3 clusters Score -2922386 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5825 members 
Mstep: Class 2 contains 17810 members 
Entering Unmasked Estep 
Score: -2923707.250000 Penalty: 3272.907471
	Iteration 6F: 3 clusters Score -2923707 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 19249 members 
Entering Unmasked Estep 
Score: -2925046.500000 Penalty: 3272.907471
	Iteration 7F: 3 clusters Score -2925046 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 20430 members 
Entering Unmasked Estep 
Score: -2926133.750000 Penalty: 3272.907471
	Iteration 8F: 3 clusters Score -2926134 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 21279 members 
Entering Unmasked Estep 
Score: -2926947.500000 Penalty: 3272.907471
	Iteration 9Q: 3 clusters Score -2926948 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 21828 members 
Entering Unmasked Estep 
Score: -2927490.750000 Penalty: 3272.907471
	Iteration 10Q: 3 clusters Score -2927491 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 22204 members 
Entering Unmasked Estep 
Score: -2927902.250000 Penalty: 3272.907471
	Iteration 11Q: 3 clusters Score -2927902 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 22401 members 
Entering Unmasked Estep 
Score: -2928236.250000 Penalty: 3272.907471
	Iteration 12Q: 3 clusters Score -2928236 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 22496 members 
Entering Unmasked Estep 
Score: -2928510.750000 Penalty: 3272.907471
	Iteration 13Q: 3 clusters Score -2928511 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 22566 members 
Entering Unmasked Estep 
Score: -2928700.250000 Penalty: 3272.907471
	Iteration 14Q: 3 clusters Score -2928700 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 22646 members 
Entering Unmasked Estep 
Score: -2928826.750000 Penalty: 3272.907471
	Iteration 15Q: 3 clusters Score -2928827 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 22692 members 
Entering Unmasked Estep 
Score: -2928907.000000 Penalty: 3272.907471
	Iteration 16Q: 3 clusters Score -2928907 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 22739 members 
Entering Unmasked Estep 
Score: -2928949.500000 Penalty: 3272.907471
	Iteration 17Q: 3 clusters Score -2928950 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 22762 members 
Entering Unmasked Estep 
Score: -2928990.500000 Penalty: 3272.907471
	Iteration 18Q: 3 clusters Score -2928990 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 22785 members 
Entering Unmasked Estep 
Score: -2929017.750000 Penalty: 3272.907471
	Iteration 19Q: 3 clusters Score -2929018 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 22811 members 
Entering Unmasked Estep 
Score: -2929051.250000 Penalty: 3272.907471
	Iteration 20F: 3 clusters Score -2929051 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 22836 members 
Entering Unmasked Estep 
Score: -2929076.000000 Penalty: 3272.907471
	Iteration 21Q: 3 clusters Score -2929076 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 22861 members 
Entering Unmasked Estep 
Score: -2929089.000000 Penalty: 3272.907471
	Iteration 22Q: 3 clusters Score -2929089 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 22884 members 
Entering Unmasked Estep 
Score: -2929112.250000 Penalty: 3272.907471
	Iteration 23Q: 3 clusters Score -2929112 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 22913 members 
Entering Unmasked Estep 
Score: -2929149.000000 Penalty: 3272.907471
	Iteration 24Q: 3 clusters Score -2929149 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 22943 members 
Entering Unmasked Estep 
Score: -2929198.500000 Penalty: 3272.907471
	Iteration 25Q: 3 clusters Score -2929198 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 22973 members 
Entering Unmasked Estep 
Score: -2929230.250000 Penalty: 3272.907471
	Iteration 26Q: 3 clusters Score -2929230 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 23000 members 
Entering Unmasked Estep 
Score: -2929289.250000 Penalty: 3272.907471
	Iteration 27Q: 3 clusters Score -2929289 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 23028 members 
Entering Unmasked Estep 
Score: -2929357.750000 Penalty: 3272.907471
	Iteration 28Q: 3 clusters Score -2929358 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 23043 members 
Entering Unmasked Estep 
Score: -2929414.750000 Penalty: 3272.907471
	Iteration 29Q: 3 clusters Score -2929415 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 23056 members 
Entering Unmasked Estep 
Score: -2929445.250000 Penalty: 3272.907471
	Iteration 30Q: 3 clusters Score -2929445 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 23064 members 
Entering Unmasked Estep 
Score: -2929460.250000 Penalty: 3272.907471
	Iteration 31Q: 3 clusters Score -2929460 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 23068 members 
Entering Unmasked Estep 
Score: -2929475.250000 Penalty: 3272.907471
	Iteration 32Q: 3 clusters Score -2929475 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 23070 members 
Entering Unmasked Estep 
Score: -2929481.250000 Penalty: 3272.907471
	Iteration 33Q: 3 clusters Score -2929481 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 23070 members 
Entering Unmasked Estep 
Score: -2929484.250000 Penalty: 3272.907471
	Iteration 34Q: 3 clusters Score -2929484 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 23070 members 
Entering Unmasked Estep 
Score: -2929492.000000 Penalty: 3272.907471
	Iteration 35Q: 3 clusters Score -2929492 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 23072 members 
Entering Unmasked Estep 
Score: -2929493.000000 Penalty: 3272.907471
	Iteration 36Q: 3 clusters Score -2929493 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 23074 members 
Entering Unmasked Estep 
Score: -2929497.250000 Penalty: 3272.907471
	Iteration 37Q: 3 clusters Score -2929497 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 23074 members 
Entering Unmasked Estep 
Score: -2929498.750000 Penalty: 3272.907471
	Iteration 38F: 3 clusters Score -2929499 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 23073 members 
Entering Unmasked Estep 
Score: -2929499.000000 Penalty: 3272.907471
	Iteration 39Q: 3 clusters Score -2929499 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 23073 members 
Entering Unmasked Estep 
Score: -2929499.000000 Penalty: 3272.907471
	Iteration 40F: 3 clusters Score -2929499 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (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: -42691.425781 Penalty: 976.830933
	Iteration 0F: 2 clusters Score -42691.43 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 194 members 
Entering Unmasked Estep 
Score: -41786.128906 Penalty: 1953.661865
	Iteration 0F: 3 clusters Score -41786.13 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -42042.671875 Penalty: 1953.661865
	Iteration 1F: 3 clusters Score -42042.67 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -42176.257812 Penalty: 1953.661865
	Iteration 2F: 3 clusters Score -42176.26 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -42252.621094 Penalty: 1953.661865
	Iteration 3Q: 3 clusters Score -42252.62 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -42308.023438 Penalty: 1953.661865
	Iteration 4Q: 3 clusters Score -42308.02 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -42328.777344 Penalty: 1953.661865
	Iteration 5Q: 3 clusters Score -42328.78 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -42361.738281 Penalty: 1953.661865
	Iteration 6Q: 3 clusters Score -42361.74 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -42385.679688 Penalty: 1953.661865
	Iteration 7Q: 3 clusters Score -42385.68 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -42409.125000 Penalty: 1953.661865
	Iteration 8Q: 3 clusters Score -42409.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -42417.855469 Penalty: 1953.661865
	Iteration 9Q: 3 clusters Score -42417.86 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -42438.593750 Penalty: 1953.661865
	Iteration 10Q: 3 clusters Score -42438.59 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -42454.972656 Penalty: 1953.661865
	Iteration 11Q: 3 clusters Score -42454.97 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -42459.398438 Penalty: 1953.661865
	Iteration 12Q: 3 clusters Score -42459.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -42459.398438 Penalty: 1953.661865
	Iteration 13F: 3 clusters Score -42459.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (3804 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Entering Unmasked Estep 
Score: -450087.218750 Penalty: 1339.618896
	Iteration 0F: 2 clusters Score -450087.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -446920.218750 Penalty: 2679.237793
	Iteration 0F: 3 clusters Score -446920.2 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -447832.250000 Penalty: 2679.237793
	Iteration 1F: 3 clusters Score -447832.2 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -448054.687500 Penalty: 2679.237793
	Iteration 2F: 3 clusters Score -448054.7 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -448194.906250 Penalty: 2679.237793
	Iteration 3F: 3 clusters Score -448194.9 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -448288.062500 Penalty: 2679.237793
	Iteration 4Q: 3 clusters Score -448288.1 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -448367.687500 Penalty: 2679.237793
	Iteration 5Q: 3 clusters Score -448367.7 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -448435.843750 Penalty: 2679.237793
	Iteration 6Q: 3 clusters Score -448435.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -448480.781250 Penalty: 2679.237793
	Iteration 7Q: 3 clusters Score -448480.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -448522.593750 Penalty: 2679.237793
	Iteration 8Q: 3 clusters Score -448522.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -448567.750000 Penalty: 2679.237793
	Iteration 9Q: 3 clusters Score -448567.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -448620.437500 Penalty: 2679.237793
	Iteration 10Q: 3 clusters Score -448620.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -448678.031250 Penalty: 2679.237793
	Iteration 11Q: 3 clusters Score -448678 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -448771.375000 Penalty: 2679.237793
	Iteration 12Q: 3 clusters Score -448771.4 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -448915.031250 Penalty: 2679.237793
	Iteration 13Q: 3 clusters Score -448915 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -449058.031250 Penalty: 2679.237793
	Iteration 14Q: 3 clusters Score -449058 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -449156.250000 Penalty: 2679.237793
	Iteration 15Q: 3 clusters Score -449156.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -449241.906250 Penalty: 2679.237793
	Iteration 16Q: 3 clusters Score -449241.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -449320.062500 Penalty: 2679.237793
	Iteration 17Q: 3 clusters Score -449320.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -449393.375000 Penalty: 2679.237793
	Iteration 18Q: 3 clusters Score -449393.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -449448.312500 Penalty: 2679.237793
	Iteration 19Q: 3 clusters Score -449448.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -449497.875000 Penalty: 2679.237793
	Iteration 20F: 3 clusters Score -449497.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -449541.906250 Penalty: 2679.237793
	Iteration 21Q: 3 clusters Score -449541.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -449595.125000 Penalty: 2679.237793
	Iteration 22Q: 3 clusters Score -449595.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -449642.406250 Penalty: 2679.237793
	Iteration 23Q: 3 clusters Score -449642.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -449678.468750 Penalty: 2679.237793
	Iteration 24Q: 3 clusters Score -449678.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -449709.250000 Penalty: 2679.237793
	Iteration 25Q: 3 clusters Score -449709.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -449747.156250 Penalty: 2679.237793
	Iteration 26Q: 3 clusters Score -449747.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -449780.625000 Penalty: 2679.237793
	Iteration 27Q: 3 clusters Score -449780.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -449831.468750 Penalty: 2679.237793
	Iteration 28Q: 3 clusters Score -449831.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -449887.656250 Penalty: 2679.237793
	Iteration 29Q: 3 clusters Score -449887.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -449952.187500 Penalty: 2679.237793
	Iteration 30Q: 3 clusters Score -449952.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -450014.812500 Penalty: 2679.237793
	Iteration 31Q: 3 clusters Score -450014.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -450047.343750 Penalty: 2679.237793
	Iteration 32Q: 3 clusters Score -450047.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -450062.000000 Penalty: 2679.237793
	Iteration 33Q: 3 clusters Score -450062 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -450071.906250 Penalty: 2679.237793
	Iteration 34Q: 3 clusters Score -450071.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -450083.625000 Penalty: 2679.237793
	Iteration 35Q: 3 clusters Score -450083.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -450091.343750 Penalty: 2679.237793
	Iteration 36Q: 3 clusters Score -450091.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -450093.062500 Penalty: 2679.237793
	Iteration 37Q: 3 clusters Score -450093.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -450094.843750 Penalty: 2679.237793
	Iteration 38Q: 3 clusters Score -450094.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -450096.218750 Penalty: 2679.237793
	Iteration 39Q: 3 clusters Score -450096.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -450096.093750 Penalty: 2679.237793
	Iteration 40F: 3 clusters Score -450096.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -450097.125000 Penalty: 2679.237793
	Iteration 41Q: 3 clusters Score -450097.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -450098.937500 Penalty: 2679.237793
	Iteration 42Q: 3 clusters Score -450098.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -450097.593750 Penalty: 2679.237793
	Iteration 43Q: 3 clusters Score -450097.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -450097.593750 Penalty: 2679.237793
	Iteration 44F: 3 clusters Score -450097.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 47710 members 
Mstep: Class 2 contains 5051 members 
Mstep: Class 3 contains 2099 members 
Mstep: Class 4 contains 3292 members 
Mstep: Class 5 contains 14518 members 
Mstep: Class 6 contains 1273 members 
Mstep: Class 7 contains 476 members 
Mstep: Class 8 contains 10058 members 
Mstep: Class 9 contains 25413 members 
Mstep: Class 10 contains 33115 members 
Mstep: Class 11 contains 2161 members 
Mstep: Class 12 contains 73152 members 
Mstep: Class 13 contains 18152 members 
Mstep: Class 14 contains 146790 members 
Mstep: Class 15 contains 2477 members 
Mstep: Class 16 contains 17967 members 
Mstep: Class 17 contains 9571 members 
Mstep: Class 18 contains 20857 members 
Mstep: Class 19 contains 34800 members 
Mstep: Class 20 contains 5743 members 
Mstep: Class 21 contains 11891 members 
Mstep: Class 22 contains 3017 members 
Mstep: Class 23 contains 21842 members 
Mstep: Class 24 contains 39369 members 
Mstep: Class 25 contains 7909 members 
Mstep: Class 26 contains 3869 members 
Mstep: Class 27 contains 2336 members 
Mstep: Class 28 contains 23635 members 
Mstep: Class 29 contains 408 members 
Mstep: Class 30 contains 2410 members 
Mstep: Class 31 contains 12571 members 
Mstep: Class 32 contains 13739 members 
Mstep: Class 33 contains 8162 members 
Mstep: Class 34 contains 13798 members 
Mstep: Class 35 contains 2404 members 
Mstep: Class 36 contains 11703 members 
Mstep: Class 37 contains 3920 members 
Mstep: Class 38 contains 10166 members 
Mstep: Class 39 contains 38156 members 
Mstep: Class 40 contains 18708 members 
Mstep: Class 41 contains 1394 members 
Mstep: Class 42 contains 24682 members 
Mstep: Class 43 contains 4317 members 
Mstep: Class 44 contains 3286 members 
Mstep: Class 45 contains 4543 members 
Mstep: Class 46 contains 4133 members 
Mstep: Class 47 contains 25817 members 
Mstep: Class 48 contains 818 members 
Mstep: Class 49 contains 3215 members 
Mstep: Class 50 contains 22294 members 
Mstep: Class 51 contains 1394 members 
Entering Unmasked Estep 
Score: -100306792.000000 Penalty: 112857.750000
Splitting cluster 30 changes total score from -100307568.000000 to -100306792.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 31 (12571 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12571 members 
Entering Unmasked Estep 
Score: -1602641.750000 Penalty: 1533.861572
	Iteration 0F: 2 clusters Score -1602642 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6237 members 
Mstep: Class 2 contains 6334 members 
Entering Unmasked Estep 
Score: -1593817.500000 Penalty: 3067.723145
	Iteration 0F: 3 clusters Score -1593818 nChanged 5510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6023 members 
Mstep: Class 2 contains 6548 members 
Entering Unmasked Estep 
Score: -1596737.125000 Penalty: 3067.723145
	Iteration 1F: 3 clusters Score -1596737 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5889 members 
Mstep: Class 2 contains 6682 members 
Entering Unmasked Estep 
Score: -1596976.375000 Penalty: 3067.723145
	Iteration 2F: 3 clusters Score -1596976 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5711 members 
Mstep: Class 2 contains 6860 members 
Entering Unmasked Estep 
Score: -1597191.375000 Penalty: 3067.723145
	Iteration 3Q: 3 clusters Score -1597191 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 7113 members 
Entering Unmasked Estep 
Score: -1597431.000000 Penalty: 3067.723145
	Iteration 4Q: 3 clusters Score -1597431 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5113 members 
Mstep: Class 2 contains 7458 members 
Entering Unmasked Estep 
Score: -1597703.000000 Penalty: 3067.723145
	Iteration 5Q: 3 clusters Score -1597703 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 7904 members 
Entering Unmasked Estep 
Score: -1598045.125000 Penalty: 3067.723145
	Iteration 6Q: 3 clusters Score -1598045 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 8446 members 
Entering Unmasked Estep 
Score: -1598422.250000 Penalty: 3067.723145
	Iteration 7F: 3 clusters Score -1598422 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 9060 members 
Entering Unmasked Estep 
Score: -1598856.750000 Penalty: 3067.723145
	Iteration 8F: 3 clusters Score -1598857 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 9716 members 
Entering Unmasked Estep 
Score: -1599372.500000 Penalty: 3067.723145
	Iteration 9F: 3 clusters Score -1599372 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 10391 members 
Entering Unmasked Estep 
Score: -1599897.125000 Penalty: 3067.723145
	Iteration 10F: 3 clusters Score -1599897 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 10930 members 
Entering Unmasked Estep 
Score: -1600321.500000 Penalty: 3067.723145
	Iteration 11Q: 3 clusters Score -1600322 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 11345 members 
Entering Unmasked Estep 
Score: -1600639.375000 Penalty: 3067.723145
	Iteration 12Q: 3 clusters Score -1600639 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 11626 members 
Entering Unmasked Estep 
Score: -1600837.750000 Penalty: 3067.723145
	Iteration 13Q: 3 clusters Score -1600838 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 11819 members 
Entering Unmasked Estep 
Score: -1600985.750000 Penalty: 3067.723145
	Iteration 14Q: 3 clusters Score -1600986 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 11952 members 
Entering Unmasked Estep 
Score: -1601086.125000 Penalty: 3067.723145
	Iteration 15Q: 3 clusters Score -1601086 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 12050 members 
Entering Unmasked Estep 
Score: -1601155.000000 Penalty: 3067.723145
	Iteration 16Q: 3 clusters Score -1601155 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 12114 members 
Entering Unmasked Estep 
Score: -1601200.625000 Penalty: 3067.723145
	Iteration 17Q: 3 clusters Score -1601201 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 12150 members 
Entering Unmasked Estep 
Score: -1601239.125000 Penalty: 3067.723145
	Iteration 18Q: 3 clusters Score -1601239 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 12180 members 
Entering Unmasked Estep 
Score: -1601263.875000 Penalty: 3067.723145
	Iteration 19Q: 3 clusters Score -1601264 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 12203 members 
Entering Unmasked Estep 
Score: -1601284.500000 Penalty: 3067.723145
	Iteration 20F: 3 clusters Score -1601284 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 12219 members 
Entering Unmasked Estep 
Score: -1601291.625000 Penalty: 3067.723145
	Iteration 21Q: 3 clusters Score -1601292 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 12231 members 
Entering Unmasked Estep 
Score: -1601302.375000 Penalty: 3067.723145
	Iteration 22Q: 3 clusters Score -1601302 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 12244 members 
Entering Unmasked Estep 
Score: -1601314.250000 Penalty: 3067.723145
	Iteration 23Q: 3 clusters Score -1601314 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 12257 members 
Entering Unmasked Estep 
Score: -1601332.625000 Penalty: 3067.723145
	Iteration 24Q: 3 clusters Score -1601333 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 12270 members 
Entering Unmasked Estep 
Score: -1601345.375000 Penalty: 3067.723145
	Iteration 25Q: 3 clusters Score -1601345 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 12283 members 
Entering Unmasked Estep 
Score: -1601360.125000 Penalty: 3067.723145
	Iteration 26Q: 3 clusters Score -1601360 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 12297 members 
Entering Unmasked Estep 
Score: -1601383.125000 Penalty: 3067.723145
	Iteration 27Q: 3 clusters Score -1601383 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 12304 members 
Entering Unmasked Estep 
Score: -1601396.250000 Penalty: 3067.723145
	Iteration 28Q: 3 clusters Score -1601396 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 12311 members 
Entering Unmasked Estep 
Score: -1601408.500000 Penalty: 3067.723145
	Iteration 29Q: 3 clusters Score -1601408 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 12312 members 
Entering Unmasked Estep 
Score: -1601419.000000 Penalty: 3067.723145
	Iteration 30Q: 3 clusters Score -1601419 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 12313 members 
Entering Unmasked Estep 
Score: -1601426.000000 Penalty: 3067.723145
	Iteration 31Q: 3 clusters Score -1601426 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 12319 members 
Entering Unmasked Estep 
Score: -1601429.750000 Penalty: 3067.723145
	Iteration 32Q: 3 clusters Score -1601430 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 12321 members 
Entering Unmasked Estep 
Score: -1601437.500000 Penalty: 3067.723145
	Iteration 33Q: 3 clusters Score -1601438 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 12322 members 
Entering Unmasked Estep 
Score: -1601439.375000 Penalty: 3067.723145
	Iteration 34Q: 3 clusters Score -1601439 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 12324 members 
Entering Unmasked Estep 
Score: -1601444.250000 Penalty: 3067.723145
	Iteration 35Q: 3 clusters Score -1601444 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 12327 members 
Entering Unmasked Estep 
Score: -1601447.125000 Penalty: 3067.723145
	Iteration 36Q: 3 clusters Score -1601447 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 12329 members 
Entering Unmasked Estep 
Score: -1601449.375000 Penalty: 3067.723145
	Iteration 37Q: 3 clusters Score -1601449 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 12327 members 
Entering Unmasked Estep 
Score: -1601449.500000 Penalty: 3067.723145
	Iteration 38Q: 3 clusters Score -1601450 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 12328 members 
Entering Unmasked Estep 
Score: -1601453.250000 Penalty: 3067.723145
	Iteration 39Q: 3 clusters Score -1601453 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 12326 members 
Entering Unmasked Estep 
Score: -1601454.625000 Penalty: 3067.723145
	Iteration 40F: 3 clusters Score -1601455 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (13739 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13739 members 
Entering Unmasked Estep 
Score: -1743431.000000 Penalty: 1548.299072
	Iteration 0F: 2 clusters Score -1743431 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6821 members 
Mstep: Class 2 contains 6918 members 
Entering Unmasked Estep 
Score: -1733937.000000 Penalty: 3096.598145
	Iteration 0F: 3 clusters Score -1733937 nChanged 6066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6671 members 
Mstep: Class 2 contains 7068 members 
Entering Unmasked Estep 
Score: -1737145.875000 Penalty: 3096.598145
	Iteration 1F: 3 clusters Score -1737146 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6565 members 
Mstep: Class 2 contains 7174 members 
Entering Unmasked Estep 
Score: -1737448.000000 Penalty: 3096.598145
	Iteration 2F: 3 clusters Score -1737448 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6426 members 
Mstep: Class 2 contains 7313 members 
Entering Unmasked Estep 
Score: -1737759.375000 Penalty: 3096.598145
	Iteration 3Q: 3 clusters Score -1737759 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6270 members 
Mstep: Class 2 contains 7469 members 
Entering Unmasked Estep 
Score: -1738083.875000 Penalty: 3096.598145
	Iteration 4Q: 3 clusters Score -1738084 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6138 members 
Mstep: Class 2 contains 7601 members 
Entering Unmasked Estep 
Score: -1738413.125000 Penalty: 3096.598145
	Iteration 5Q: 3 clusters Score -1738413 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5997 members 
Mstep: Class 2 contains 7742 members 
Entering Unmasked Estep 
Score: -1738702.625000 Penalty: 3096.598145
	Iteration 6Q: 3 clusters Score -1738703 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5851 members 
Mstep: Class 2 contains 7888 members 
Entering Unmasked Estep 
Score: -1738966.625000 Penalty: 3096.598145
	Iteration 7Q: 3 clusters Score -1738967 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 8049 members 
Entering Unmasked Estep 
Score: -1739254.500000 Penalty: 3096.598145
	Iteration 8Q: 3 clusters Score -1739254 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 8238 members 
Entering Unmasked Estep 
Score: -1739547.750000 Penalty: 3096.598145
	Iteration 9Q: 3 clusters Score -1739548 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 8403 members 
Entering Unmasked Estep 
Score: -1739870.625000 Penalty: 3096.598145
	Iteration 10Q: 3 clusters Score -1739871 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5152 members 
Mstep: Class 2 contains 8587 members 
Entering Unmasked Estep 
Score: -1740240.000000 Penalty: 3096.598145
	Iteration 11Q: 3 clusters Score -1740240 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 8771 members 
Entering Unmasked Estep 
Score: -1740674.250000 Penalty: 3096.598145
	Iteration 12Q: 3 clusters Score -1740674 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 8933 members 
Entering Unmasked Estep 
Score: -1741123.250000 Penalty: 3096.598145
	Iteration 13Q: 3 clusters Score -1741123 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 9087 members 
Entering Unmasked Estep 
Score: -1741597.000000 Penalty: 3096.598145
	Iteration 14Q: 3 clusters Score -1741597 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 9174 members 
Entering Unmasked Estep 
Score: -1741965.625000 Penalty: 3096.598145
	Iteration 15Q: 3 clusters Score -1741966 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 9212 members 
Entering Unmasked Estep 
Score: -1742259.250000 Penalty: 3096.598145
	Iteration 16Q: 3 clusters Score -1742259 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 9181 members 
Entering Unmasked Estep 
Score: -1742504.750000 Penalty: 3096.598145
	Iteration 17Q: 3 clusters Score -1742505 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 9145 members 
Entering Unmasked Estep 
Score: -1742639.375000 Penalty: 3096.598145
	Iteration 18Q: 3 clusters Score -1742639 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 9101 members 
Entering Unmasked Estep 
Score: -1742710.375000 Penalty: 3096.598145
	Iteration 19Q: 3 clusters Score -1742710 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 9072 members 
Entering Unmasked Estep 
Score: -1742754.125000 Penalty: 3096.598145
	Iteration 20F: 3 clusters Score -1742754 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 9045 members 
Entering Unmasked Estep 
Score: -1742783.000000 Penalty: 3096.598145
	Iteration 21Q: 3 clusters Score -1742783 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 9032 members 
Entering Unmasked Estep 
Score: -1742801.625000 Penalty: 3096.598145
	Iteration 22Q: 3 clusters Score -1742802 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 9036 members 
Entering Unmasked Estep 
Score: -1742809.500000 Penalty: 3096.598145
	Iteration 23Q: 3 clusters Score -1742810 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 9042 members 
Entering Unmasked Estep 
Score: -1742815.000000 Penalty: 3096.598145
	Iteration 24Q: 3 clusters Score -1742815 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 9061 members 
Entering Unmasked Estep 
Score: -1742822.375000 Penalty: 3096.598145
	Iteration 25Q: 3 clusters Score -1742822 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 9072 members 
Entering Unmasked Estep 
Score: -1742825.500000 Penalty: 3096.598145
	Iteration 26Q: 3 clusters Score -1742826 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 9085 members 
Entering Unmasked Estep 
Score: -1742831.500000 Penalty: 3096.598145
	Iteration 27Q: 3 clusters Score -1742832 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 9095 members 
Entering Unmasked Estep 
Score: -1742834.625000 Penalty: 3096.598145
	Iteration 28Q: 3 clusters Score -1742835 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 9101 members 
Entering Unmasked Estep 
Score: -1742831.250000 Penalty: 3096.598145
	Iteration 29Q: 3 clusters Score -1742831 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 9111 members 
Entering Unmasked Estep 
Score: -1742835.875000 Penalty: 3096.598145
	Iteration 30Q: 3 clusters Score -1742836 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 9118 members 
Entering Unmasked Estep 
Score: -1742838.750000 Penalty: 3096.598145
	Iteration 31Q: 3 clusters Score -1742839 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 9122 members 
Entering Unmasked Estep 
Score: -1742838.750000 Penalty: 3096.598145
	Iteration 32Q: 3 clusters Score -1742839 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 9121 members 
Entering Unmasked Estep 
Score: -1742838.500000 Penalty: 3096.598145
	Iteration 33Q: 3 clusters Score -1742838 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 9121 members 
Entering Unmasked Estep 
Score: -1742838.500000 Penalty: 3096.598145
	Iteration 34F: 3 clusters Score -1742838 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (8162 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8162 members 
Entering Unmasked Estep 
Score: -1029825.437500 Penalty: 1463.677124
	Iteration 0F: 2 clusters Score -1029825 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -1023850.062500 Penalty: 2927.354248
	Iteration 0F: 3 clusters Score -1023850 nChanged 3435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -1025815.000000 Penalty: 2927.354248
	Iteration 1F: 3 clusters Score -1025815 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -1026192.687500 Penalty: 2927.354248
	Iteration 2F: 3 clusters Score -1026193 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -1026544.125000 Penalty: 2927.354248
	Iteration 3F: 3 clusters Score -1026544 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 5179 members 
Entering Unmasked Estep 
Score: -1026921.687500 Penalty: 2927.354248
	Iteration 4F: 3 clusters Score -1026922 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 5442 members 
Entering Unmasked Estep 
Score: -1027275.812500 Penalty: 2927.354248
	Iteration 5F: 3 clusters Score -1027276 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 5666 members 
Entering Unmasked Estep 
Score: -1027553.000000 Penalty: 2927.354248
	Iteration 6F: 3 clusters Score -1027553 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 5838 members 
Entering Unmasked Estep 
Score: -1027742.937500 Penalty: 2927.354248
	Iteration 7Q: 3 clusters Score -1027743 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 5982 members 
Entering Unmasked Estep 
Score: -1027884.937500 Penalty: 2927.354248
	Iteration 8Q: 3 clusters Score -1027885 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 6127 members 
Entering Unmasked Estep 
Score: -1027989.375000 Penalty: 2927.354248
	Iteration 9Q: 3 clusters Score -1027989 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 6269 members 
Entering Unmasked Estep 
Score: -1028075.312500 Penalty: 2927.354248
	Iteration 10Q: 3 clusters Score -1028075 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 6384 members 
Entering Unmasked Estep 
Score: -1028150.125000 Penalty: 2927.354248
	Iteration 11Q: 3 clusters Score -1028150 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 6506 members 
Entering Unmasked Estep 
Score: -1028219.687500 Penalty: 2927.354248
	Iteration 12Q: 3 clusters Score -1028220 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 6610 members 
Entering Unmasked Estep 
Score: -1028273.375000 Penalty: 2927.354248
	Iteration 13Q: 3 clusters Score -1028273 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 6692 members 
Entering Unmasked Estep 
Score: -1028312.500000 Penalty: 2927.354248
	Iteration 14Q: 3 clusters Score -1028312 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 6759 members 
Entering Unmasked Estep 
Score: -1028347.750000 Penalty: 2927.354248
	Iteration 15Q: 3 clusters Score -1028348 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 6825 members 
Entering Unmasked Estep 
Score: -1028392.625000 Penalty: 2927.354248
	Iteration 16Q: 3 clusters Score -1028393 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 6896 members 
Entering Unmasked Estep 
Score: -1028431.500000 Penalty: 2927.354248
	Iteration 17Q: 3 clusters Score -1028432 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 6962 members 
Entering Unmasked Estep 
Score: -1028476.562500 Penalty: 2927.354248
	Iteration 18Q: 3 clusters Score -1028477 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 7028 members 
Entering Unmasked Estep 
Score: -1028509.625000 Penalty: 2927.354248
	Iteration 19Q: 3 clusters Score -1028510 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 7076 members 
Entering Unmasked Estep 
Score: -1028543.375000 Penalty: 2927.354248
	Iteration 20F: 3 clusters Score -1028543 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 7120 members 
Entering Unmasked Estep 
Score: -1028584.062500 Penalty: 2927.354248
	Iteration 21Q: 3 clusters Score -1028584 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 7163 members 
Entering Unmasked Estep 
Score: -1028622.437500 Penalty: 2927.354248
	Iteration 22Q: 3 clusters Score -1028622 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 7195 members 
Entering Unmasked Estep 
Score: -1028655.250000 Penalty: 2927.354248
	Iteration 23Q: 3 clusters Score -1028655 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 7221 members 
Entering Unmasked Estep 
Score: -1028680.250000 Penalty: 2927.354248
	Iteration 24Q: 3 clusters Score -1028680 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 7247 members 
Entering Unmasked Estep 
Score: -1028702.750000 Penalty: 2927.354248
	Iteration 25Q: 3 clusters Score -1028703 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 7268 members 
Entering Unmasked Estep 
Score: -1028722.000000 Penalty: 2927.354248
	Iteration 26Q: 3 clusters Score -1028722 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 7284 members 
Entering Unmasked Estep 
Score: -1028735.437500 Penalty: 2927.354248
	Iteration 27Q: 3 clusters Score -1028735 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 7300 members 
Entering Unmasked Estep 
Score: -1028748.687500 Penalty: 2927.354248
	Iteration 28Q: 3 clusters Score -1028749 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 7315 members 
Entering Unmasked Estep 
Score: -1028762.312500 Penalty: 2927.354248
	Iteration 29Q: 3 clusters Score -1028762 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 7324 members 
Entering Unmasked Estep 
Score: -1028774.437500 Penalty: 2927.354248
	Iteration 30Q: 3 clusters Score -1028774 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 7334 members 
Entering Unmasked Estep 
Score: -1028778.750000 Penalty: 2927.354248
	Iteration 31Q: 3 clusters Score -1028779 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 7338 members 
Entering Unmasked Estep 
Score: -1028782.250000 Penalty: 2927.354248
	Iteration 32Q: 3 clusters Score -1028782 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 7345 members 
Entering Unmasked Estep 
Score: -1028786.937500 Penalty: 2927.354248
	Iteration 33Q: 3 clusters Score -1028787 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 7350 members 
Entering Unmasked Estep 
Score: -1028787.812500 Penalty: 2927.354248
	Iteration 34Q: 3 clusters Score -1028788 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 7353 members 
Entering Unmasked Estep 
Score: -1028787.937500 Penalty: 2927.354248
	Iteration 35Q: 3 clusters Score -1028788 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 7354 members 
Entering Unmasked Estep 
Score: -1028786.375000 Penalty: 2927.354248
	Iteration 36Q: 3 clusters Score -1028786 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 7354 members 
Entering Unmasked Estep 
Score: -1028786.375000 Penalty: 2927.354248
	Iteration 37F: 3 clusters Score -1028786 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (13798 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13798 members 
Entering Unmasked Estep 
Score: -1742645.875000 Penalty: 1548.995361
	Iteration 0F: 2 clusters Score -1742646 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6923 members 
Mstep: Class 2 contains 6875 members 
Entering Unmasked Estep 
Score: -1733002.000000 Penalty: 3097.990723
	Iteration 0F: 3 clusters Score -1733002 nChanged 6146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6979 members 
Mstep: Class 2 contains 6819 members 
Entering Unmasked Estep 
Score: -1736639.250000 Penalty: 3097.990723
	Iteration 1F: 3 clusters Score -1736639 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6840 members 
Mstep: Class 2 contains 6958 members 
Entering Unmasked Estep 
Score: -1737340.875000 Penalty: 3097.990723
	Iteration 2F: 3 clusters Score -1737341 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6566 members 
Mstep: Class 2 contains 7232 members 
Entering Unmasked Estep 
Score: -1738069.250000 Penalty: 3097.990723
	Iteration 3F: 3 clusters Score -1738069 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6174 members 
Mstep: Class 2 contains 7624 members 
Entering Unmasked Estep 
Score: -1738779.375000 Penalty: 3097.990723
	Iteration 4F: 3 clusters Score -1738779 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5634 members 
Mstep: Class 2 contains 8164 members 
Entering Unmasked Estep 
Score: -1739527.000000 Penalty: 3097.990723
	Iteration 5F: 3 clusters Score -1739527 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 8783 members 
Entering Unmasked Estep 
Score: -1740269.125000 Penalty: 3097.990723
	Iteration 6F: 3 clusters Score -1740269 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 9346 members 
Entering Unmasked Estep 
Score: -1740956.125000 Penalty: 3097.990723
	Iteration 7F: 3 clusters Score -1740956 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 9826 members 
Entering Unmasked Estep 
Score: -1741492.875000 Penalty: 3097.990723
	Iteration 8Q: 3 clusters Score -1741493 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 10172 members 
Entering Unmasked Estep 
Score: -1741869.250000 Penalty: 3097.990723
	Iteration 9Q: 3 clusters Score -1741869 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 10408 members 
Entering Unmasked Estep 
Score: -1742034.000000 Penalty: 3097.990723
	Iteration 10Q: 3 clusters Score -1742034 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 10597 members 
Entering Unmasked Estep 
Score: -1742127.375000 Penalty: 3097.990723
	Iteration 11Q: 3 clusters Score -1742127 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 10719 members 
Entering Unmasked Estep 
Score: -1742172.375000 Penalty: 3097.990723
	Iteration 12Q: 3 clusters Score -1742172 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 10823 members 
Entering Unmasked Estep 
Score: -1742202.375000 Penalty: 3097.990723
	Iteration 13Q: 3 clusters Score -1742202 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 10908 members 
Entering Unmasked Estep 
Score: -1742226.000000 Penalty: 3097.990723
	Iteration 14Q: 3 clusters Score -1742226 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 10975 members 
Entering Unmasked Estep 
Score: -1742235.625000 Penalty: 3097.990723
	Iteration 15Q: 3 clusters Score -1742236 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 11033 members 
Entering Unmasked Estep 
Score: -1742248.125000 Penalty: 3097.990723
	Iteration 16Q: 3 clusters Score -1742248 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 11081 members 
Entering Unmasked Estep 
Score: -1742264.375000 Penalty: 3097.990723
	Iteration 17Q: 3 clusters Score -1742264 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 11136 members 
Entering Unmasked Estep 
Score: -1742274.875000 Penalty: 3097.990723
	Iteration 18Q: 3 clusters Score -1742275 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 11182 members 
Entering Unmasked Estep 
Score: -1742289.750000 Penalty: 3097.990723
	Iteration 19Q: 3 clusters Score -1742290 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 11223 members 
Entering Unmasked Estep 
Score: -1742299.000000 Penalty: 3097.990723
	Iteration 20F: 3 clusters Score -1742299 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 11263 members 
Entering Unmasked Estep 
Score: -1742303.750000 Penalty: 3097.990723
	Iteration 21Q: 3 clusters Score -1742304 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 11300 members 
Entering Unmasked Estep 
Score: -1742307.250000 Penalty: 3097.990723
	Iteration 22Q: 3 clusters Score -1742307 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 11336 members 
Entering Unmasked Estep 
Score: -1742315.250000 Penalty: 3097.990723
	Iteration 23Q: 3 clusters Score -1742315 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 11363 members 
Entering Unmasked Estep 
Score: -1742320.750000 Penalty: 3097.990723
	Iteration 24Q: 3 clusters Score -1742321 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 11387 members 
Entering Unmasked Estep 
Score: -1742327.875000 Penalty: 3097.990723
	Iteration 25Q: 3 clusters Score -1742328 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 11404 members 
Entering Unmasked Estep 
Score: -1742328.500000 Penalty: 3097.990723
	Iteration 26Q: 3 clusters Score -1742328 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 11421 members 
Entering Unmasked Estep 
Score: -1742330.250000 Penalty: 3097.990723
	Iteration 27Q: 3 clusters Score -1742330 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 11434 members 
Entering Unmasked Estep 
Score: -1742326.625000 Penalty: 3097.990723
	Iteration 28Q: 3 clusters Score -1742327 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 11442 members 
Entering Unmasked Estep 
Score: -1742331.500000 Penalty: 3097.990723
	Iteration 29Q: 3 clusters Score -1742332 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 11449 members 
Entering Unmasked Estep 
Score: -1742331.125000 Penalty: 3097.990723
	Iteration 30Q: 3 clusters Score -1742331 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 11456 members 
Entering Unmasked Estep 
Score: -1742330.375000 Penalty: 3097.990723
	Iteration 31Q: 3 clusters Score -1742330 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 11465 members 
Entering Unmasked Estep 
Score: -1742334.000000 Penalty: 3097.990723
	Iteration 32Q: 3 clusters Score -1742334 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 11473 members 
Entering Unmasked Estep 
Score: -1742334.750000 Penalty: 3097.990723
	Iteration 33Q: 3 clusters Score -1742335 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 11483 members 
Entering Unmasked Estep 
Score: -1742337.875000 Penalty: 3097.990723
	Iteration 34Q: 3 clusters Score -1742338 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 11488 members 
Entering Unmasked Estep 
Score: -1742337.500000 Penalty: 3097.990723
	Iteration 35Q: 3 clusters Score -1742338 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 11494 members 
Entering Unmasked Estep 
Score: -1742339.250000 Penalty: 3097.990723
	Iteration 36Q: 3 clusters Score -1742339 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 11503 members 
Entering Unmasked Estep 
Score: -1742339.500000 Penalty: 3097.990723
	Iteration 37Q: 3 clusters Score -1742340 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 11511 members 
Entering Unmasked Estep 
Score: -1742340.750000 Penalty: 3097.990723
	Iteration 38Q: 3 clusters Score -1742341 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 11516 members 
Entering Unmasked Estep 
Score: -1742342.500000 Penalty: 3097.990723
	Iteration 39Q: 3 clusters Score -1742342 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 11519 members 
Entering Unmasked Estep 
Score: -1742343.250000 Penalty: 3097.990723
	Iteration 40F: 3 clusters Score -1742343 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 11522 members 
Entering Unmasked Estep 
Score: -1742344.125000 Penalty: 3097.990723
	Iteration 41Q: 3 clusters Score -1742344 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 11528 members 
Entering Unmasked Estep 
Score: -1742344.625000 Penalty: 3097.990723
	Iteration 42Q: 3 clusters Score -1742345 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 11532 members 
Entering Unmasked Estep 
Score: -1742344.875000 Penalty: 3097.990723
	Iteration 43Q: 3 clusters Score -1742345 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 11535 members 
Entering Unmasked Estep 
Score: -1742344.875000 Penalty: 3097.990723
	Iteration 44Q: 3 clusters Score -1742345 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 11539 members 
Entering Unmasked Estep 
Score: -1742346.625000 Penalty: 3097.990723
	Iteration 45Q: 3 clusters Score -1742347 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 11543 members 
Entering Unmasked Estep 
Score: -1742348.125000 Penalty: 3097.990723
	Iteration 46Q: 3 clusters Score -1742348 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 11549 members 
Entering Unmasked Estep 
Score: -1742349.875000 Penalty: 3097.990723
	Iteration 47Q: 3 clusters Score -1742350 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 11557 members 
Entering Unmasked Estep 
Score: -1742351.625000 Penalty: 3097.990723
	Iteration 48Q: 3 clusters Score -1742352 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 11566 members 
Entering Unmasked Estep 
Score: -1742353.750000 Penalty: 3097.990723
	Iteration 49Q: 3 clusters Score -1742354 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 11572 members 
Entering Unmasked Estep 
Score: -1742356.000000 Penalty: 3097.990723
	Iteration 50Q: 3 clusters Score -1742356 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 11576 members 
Entering Unmasked Estep 
Score: -1742353.625000 Penalty: 3097.990723
	Iteration 51Q: 3 clusters Score -1742354 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 11578 members 
Entering Unmasked Estep 
Score: -1742354.750000 Penalty: 3097.990723
	Iteration 52Q: 3 clusters Score -1742355 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 11584 members 
Entering Unmasked Estep 
Score: -1742354.875000 Penalty: 3097.990723
	Iteration 53Q: 3 clusters Score -1742355 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 11585 members 
Entering Unmasked Estep 
Score: -1742354.500000 Penalty: 3097.990723
	Iteration 54Q: 3 clusters Score -1742354 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 11588 members 
Entering Unmasked Estep 
Score: -1742355.250000 Penalty: 3097.990723
	Iteration 55Q: 3 clusters Score -1742355 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 11590 members 
Entering Unmasked Estep 
Score: -1742353.750000 Penalty: 3097.990723
	Iteration 56Q: 3 clusters Score -1742354 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 11592 members 
Entering Unmasked Estep 
Score: -1742355.375000 Penalty: 3097.990723
	Iteration 57Q: 3 clusters Score -1742355 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 11592 members 
Entering Unmasked Estep 
Score: -1742355.375000 Penalty: 3097.990723
	Iteration 58F: 3 clusters Score -1742355 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (2404 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Entering Unmasked Estep 
Score: -290913.593750 Penalty: 1265.044556
	Iteration 0F: 2 clusters Score -290913.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -288549.343750 Penalty: 2530.089111
	Iteration 0F: 3 clusters Score -288549.3 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -289214.625000 Penalty: 2530.089111
	Iteration 1F: 3 clusters Score -289214.6 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -289390.687500 Penalty: 2530.089111
	Iteration 2F: 3 clusters Score -289390.7 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -289512.250000 Penalty: 2530.089111
	Iteration 3F: 3 clusters Score -289512.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -289621.781250 Penalty: 2530.089111
	Iteration 4F: 3 clusters Score -289621.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -289737.187500 Penalty: 2530.089111
	Iteration 5F: 3 clusters Score -289737.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -289844.375000 Penalty: 2530.089111
	Iteration 6Q: 3 clusters Score -289844.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -289932.625000 Penalty: 2530.089111
	Iteration 7Q: 3 clusters Score -289932.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -290013.906250 Penalty: 2530.089111
	Iteration 8Q: 3 clusters Score -290013.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -290062.093750 Penalty: 2530.089111
	Iteration 9Q: 3 clusters Score -290062.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -290099.937500 Penalty: 2530.089111
	Iteration 10Q: 3 clusters Score -290099.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -290130.406250 Penalty: 2530.089111
	Iteration 11Q: 3 clusters Score -290130.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -290145.156250 Penalty: 2530.089111
	Iteration 12Q: 3 clusters Score -290145.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -290159.406250 Penalty: 2530.089111
	Iteration 13Q: 3 clusters Score -290159.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -290173.812500 Penalty: 2530.089111
	Iteration 14Q: 3 clusters Score -290173.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -290184.718750 Penalty: 2530.089111
	Iteration 15Q: 3 clusters Score -290184.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -290192.031250 Penalty: 2530.089111
	Iteration 16Q: 3 clusters Score -290192 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -290200.093750 Penalty: 2530.089111
	Iteration 17Q: 3 clusters Score -290200.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -290212.156250 Penalty: 2530.089111
	Iteration 18Q: 3 clusters Score -290212.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -290216.843750 Penalty: 2530.089111
	Iteration 19Q: 3 clusters Score -290216.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -290220.000000 Penalty: 2530.089111
	Iteration 20F: 3 clusters Score -290220 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -290222.125000 Penalty: 2530.089111
	Iteration 21Q: 3 clusters Score -290222.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -290225.687500 Penalty: 2530.089111
	Iteration 22Q: 3 clusters Score -290225.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -290232.156250 Penalty: 2530.089111
	Iteration 23Q: 3 clusters Score -290232.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -290246.531250 Penalty: 2530.089111
	Iteration 24Q: 3 clusters Score -290246.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -290253.687500 Penalty: 2530.089111
	Iteration 25Q: 3 clusters Score -290253.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -290258.031250 Penalty: 2530.089111
	Iteration 26Q: 3 clusters Score -290258 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -290259.531250 Penalty: 2530.089111
	Iteration 27Q: 3 clusters Score -290259.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -290260.031250 Penalty: 2530.089111
	Iteration 28Q: 3 clusters Score -290260 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -290260.031250 Penalty: 2530.089111
	Iteration 29F: 3 clusters Score -290260 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (11703 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11703 members 
Entering Unmasked Estep 
Score: -1494245.125000 Penalty: 1522.235107
	Iteration 0F: 2 clusters Score -1494245 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5795 members 
Mstep: Class 2 contains 5908 members 
Entering Unmasked Estep 
Score: -1485941.250000 Penalty: 3044.470215
	Iteration 0F: 3 clusters Score -1485941 nChanged 5140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5697 members 
Mstep: Class 2 contains 6006 members 
Entering Unmasked Estep 
Score: -1488731.625000 Penalty: 3044.470215
	Iteration 1F: 3 clusters Score -1488732 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5632 members 
Mstep: Class 2 contains 6071 members 
Entering Unmasked Estep 
Score: -1489003.000000 Penalty: 3044.470215
	Iteration 2F: 3 clusters Score -1489003 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5556 members 
Mstep: Class 2 contains 6147 members 
Entering Unmasked Estep 
Score: -1489238.375000 Penalty: 3044.470215
	Iteration 3Q: 3 clusters Score -1489238 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5439 members 
Mstep: Class 2 contains 6264 members 
Entering Unmasked Estep 
Score: -1489446.250000 Penalty: 3044.470215
	Iteration 4Q: 3 clusters Score -1489446 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 6393 members 
Entering Unmasked Estep 
Score: -1489639.500000 Penalty: 3044.470215
	Iteration 5Q: 3 clusters Score -1489640 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 6550 members 
Entering Unmasked Estep 
Score: -1489817.875000 Penalty: 3044.470215
	Iteration 6Q: 3 clusters Score -1489818 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 6766 members 
Entering Unmasked Estep 
Score: -1489976.625000 Penalty: 3044.470215
	Iteration 7Q: 3 clusters Score -1489977 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 6988 members 
Entering Unmasked Estep 
Score: -1490123.500000 Penalty: 3044.470215
	Iteration 8Q: 3 clusters Score -1490124 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 7302 members 
Entering Unmasked Estep 
Score: -1490312.250000 Penalty: 3044.470215
	Iteration 9Q: 3 clusters Score -1490312 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 7650 members 
Entering Unmasked Estep 
Score: -1490505.125000 Penalty: 3044.470215
	Iteration 10Q: 3 clusters Score -1490505 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 8046 members 
Entering Unmasked Estep 
Score: -1490720.750000 Penalty: 3044.470215
	Iteration 11Q: 3 clusters Score -1490721 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 8451 members 
Entering Unmasked Estep 
Score: -1490961.500000 Penalty: 3044.470215
	Iteration 12Q: 3 clusters Score -1490962 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 8915 members 
Entering Unmasked Estep 
Score: -1491266.125000 Penalty: 3044.470215
	Iteration 13Q: 3 clusters Score -1491266 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 9399 members 
Entering Unmasked Estep 
Score: -1491607.375000 Penalty: 3044.470215
	Iteration 14Q: 3 clusters Score -1491607 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 9840 members 
Entering Unmasked Estep 
Score: -1491916.000000 Penalty: 3044.470215
	Iteration 15Q: 3 clusters Score -1491916 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 10187 members 
Entering Unmasked Estep 
Score: -1492155.375000 Penalty: 3044.470215
	Iteration 16Q: 3 clusters Score -1492155 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 10484 members 
Entering Unmasked Estep 
Score: -1492363.000000 Penalty: 3044.470215
	Iteration 17Q: 3 clusters Score -1492363 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 10718 members 
Entering Unmasked Estep 
Score: -1492515.875000 Penalty: 3044.470215
	Iteration 18Q: 3 clusters Score -1492516 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 10904 members 
Entering Unmasked Estep 
Score: -1492638.875000 Penalty: 3044.470215
	Iteration 19Q: 3 clusters Score -1492639 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 11022 members 
Entering Unmasked Estep 
Score: -1492713.125000 Penalty: 3044.470215
	Iteration 20F: 3 clusters Score -1492713 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 11101 members 
Entering Unmasked Estep 
Score: -1492766.625000 Penalty: 3044.470215
	Iteration 21Q: 3 clusters Score -1492767 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 11165 members 
Entering Unmasked Estep 
Score: -1492813.375000 Penalty: 3044.470215
	Iteration 22Q: 3 clusters Score -1492813 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 11208 members 
Entering Unmasked Estep 
Score: -1492849.500000 Penalty: 3044.470215
	Iteration 23Q: 3 clusters Score -1492850 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 11248 members 
Entering Unmasked Estep 
Score: -1492884.875000 Penalty: 3044.470215
	Iteration 24Q: 3 clusters Score -1492885 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 11279 members 
Entering Unmasked Estep 
Score: -1492910.250000 Penalty: 3044.470215
	Iteration 25Q: 3 clusters Score -1492910 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 11306 members 
Entering Unmasked Estep 
Score: -1492932.875000 Penalty: 3044.470215
	Iteration 26Q: 3 clusters Score -1492933 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 11326 members 
Entering Unmasked Estep 
Score: -1492947.125000 Penalty: 3044.470215
	Iteration 27Q: 3 clusters Score -1492947 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 11335 members 
Entering Unmasked Estep 
Score: -1492951.625000 Penalty: 3044.470215
	Iteration 28Q: 3 clusters Score -1492952 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 11337 members 
Entering Unmasked Estep 
Score: -1492958.000000 Penalty: 3044.470215
	Iteration 29Q: 3 clusters Score -1492958 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 11344 members 
Entering Unmasked Estep 
Score: -1492960.500000 Penalty: 3044.470215
	Iteration 30Q: 3 clusters Score -1492960 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 11348 members 
Entering Unmasked Estep 
Score: -1492965.625000 Penalty: 3044.470215
	Iteration 31Q: 3 clusters Score -1492966 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 11351 members 
Entering Unmasked Estep 
Score: -1492966.000000 Penalty: 3044.470215
	Iteration 32Q: 3 clusters Score -1492966 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 11355 members 
Entering Unmasked Estep 
Score: -1492971.125000 Penalty: 3044.470215
	Iteration 33Q: 3 clusters Score -1492971 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 11356 members 
Entering Unmasked Estep 
Score: -1492974.125000 Penalty: 3044.470215
	Iteration 34Q: 3 clusters Score -1492974 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 11358 members 
Entering Unmasked Estep 
Score: -1492974.625000 Penalty: 3044.470215
	Iteration 35Q: 3 clusters Score -1492975 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 11362 members 
Entering Unmasked Estep 
Score: -1492978.250000 Penalty: 3044.470215
	Iteration 36Q: 3 clusters Score -1492978 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 11364 members 
Entering Unmasked Estep 
Score: -1492978.875000 Penalty: 3044.470215
	Iteration 37Q: 3 clusters Score -1492979 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 11365 members 
Entering Unmasked Estep 
Score: -1492979.875000 Penalty: 3044.470215
	Iteration 38Q: 3 clusters Score -1492980 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 11367 members 
Entering Unmasked Estep 
Score: -1492980.875000 Penalty: 3044.470215
	Iteration 39Q: 3 clusters Score -1492981 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 11368 members 
Entering Unmasked Estep 
Score: -1492982.125000 Penalty: 3044.470215
	Iteration 40F: 3 clusters Score -1492982 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 11369 members 
Entering Unmasked Estep 
Score: -1492983.250000 Penalty: 3044.470215
	Iteration 41Q: 3 clusters Score -1492983 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 11369 members 
Entering Unmasked Estep 
Score: -1492985.250000 Penalty: 3044.470215
	Iteration 42Q: 3 clusters Score -1492985 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 11369 members 
Entering Unmasked Estep 
Score: -1492986.500000 Penalty: 3044.470215
	Iteration 43Q: 3 clusters Score -1492986 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 11371 members 
Entering Unmasked Estep 
Score: -1492986.750000 Penalty: 3044.470215
	Iteration 44Q: 3 clusters Score -1492987 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 11374 members 
Entering Unmasked Estep 
Score: -1492993.000000 Penalty: 3044.470215
	Iteration 45Q: 3 clusters Score -1492993 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 11379 members 
Entering Unmasked Estep 
Score: -1492999.000000 Penalty: 3044.470215
	Iteration 46Q: 3 clusters Score -1492999 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 11381 members 
Entering Unmasked Estep 
Score: -1493002.125000 Penalty: 3044.470215
	Iteration 47Q: 3 clusters Score -1493002 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 11386 members 
Entering Unmasked Estep 
Score: -1493007.125000 Penalty: 3044.470215
	Iteration 48Q: 3 clusters Score -1493007 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 11387 members 
Entering Unmasked Estep 
Score: -1493010.500000 Penalty: 3044.470215
	Iteration 49Q: 3 clusters Score -1493010 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 11390 members 
Entering Unmasked Estep 
Score: -1493011.875000 Penalty: 3044.470215
	Iteration 50Q: 3 clusters Score -1493012 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 11390 members 
Entering Unmasked Estep 
Score: -1493011.875000 Penalty: 3044.470215
	Iteration 51F: 3 clusters Score -1493012 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (3920 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Entering Unmasked Estep 
Score: -410272.187500 Penalty: 1344.500122
	Iteration 0F: 2 clusters Score -410272.2 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 1934 members 
Entering Unmasked Estep 
Score: -407107.281250 Penalty: 2689.000244
	Iteration 0F: 3 clusters Score -407107.3 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -408638.781250 Penalty: 2689.000244
	Iteration 1F: 3 clusters Score -408638.8 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -409177.687500 Penalty: 2689.000244
	Iteration 2F: 3 clusters Score -409177.7 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -409435.468750 Penalty: 2689.000244
	Iteration 3F: 3 clusters Score -409435.5 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -409585.156250 Penalty: 2689.000244
	Iteration 4F: 3 clusters Score -409585.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -409664.937500 Penalty: 2689.000244
	Iteration 5Q: 3 clusters Score -409664.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -409720.218750 Penalty: 2689.000244
	Iteration 6Q: 3 clusters Score -409720.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -409752.218750 Penalty: 2689.000244
	Iteration 7Q: 3 clusters Score -409752.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -409783.843750 Penalty: 2689.000244
	Iteration 8Q: 3 clusters Score -409783.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -409818.593750 Penalty: 2689.000244
	Iteration 9Q: 3 clusters Score -409818.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -409856.375000 Penalty: 2689.000244
	Iteration 10Q: 3 clusters Score -409856.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -409901.281250 Penalty: 2689.000244
	Iteration 11Q: 3 clusters Score -409901.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -409950.406250 Penalty: 2689.000244
	Iteration 12Q: 3 clusters Score -409950.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -409980.750000 Penalty: 2689.000244
	Iteration 13Q: 3 clusters Score -409980.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -410002.562500 Penalty: 2689.000244
	Iteration 14Q: 3 clusters Score -410002.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -410017.062500 Penalty: 2689.000244
	Iteration 15Q: 3 clusters Score -410017.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -410025.312500 Penalty: 2689.000244
	Iteration 16Q: 3 clusters Score -410025.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -410034.000000 Penalty: 2689.000244
	Iteration 17Q: 3 clusters Score -410034 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -410041.437500 Penalty: 2689.000244
	Iteration 18Q: 3 clusters Score -410041.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -410050.093750 Penalty: 2689.000244
	Iteration 19Q: 3 clusters Score -410050.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -410050.718750 Penalty: 2689.000244
	Iteration 20F: 3 clusters Score -410050.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -410055.031250 Penalty: 2689.000244
	Iteration 21Q: 3 clusters Score -410055 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -410057.468750 Penalty: 2689.000244
	Iteration 22Q: 3 clusters Score -410057.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -410058.968750 Penalty: 2689.000244
	Iteration 23Q: 3 clusters Score -410059 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -410059.718750 Penalty: 2689.000244
	Iteration 24Q: 3 clusters Score -410059.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -410060.937500 Penalty: 2689.000244
	Iteration 25Q: 3 clusters Score -410060.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -410061.062500 Penalty: 2689.000244
	Iteration 26Q: 3 clusters Score -410061.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -410061.625000 Penalty: 2689.000244
	Iteration 27Q: 3 clusters Score -410061.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -410063.093750 Penalty: 2689.000244
	Iteration 28Q: 3 clusters Score -410063.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -410064.937500 Penalty: 2689.000244
	Iteration 29Q: 3 clusters Score -410064.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -410069.093750 Penalty: 2689.000244
	Iteration 30Q: 3 clusters Score -410069.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -410071.656250 Penalty: 2689.000244
	Iteration 31Q: 3 clusters Score -410071.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -410072.187500 Penalty: 2689.000244
	Iteration 32Q: 3 clusters Score -410072.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -410073.625000 Penalty: 2689.000244
	Iteration 33Q: 3 clusters Score -410073.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -410074.093750 Penalty: 2689.000244
	Iteration 34Q: 3 clusters Score -410074.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -410075.781250 Penalty: 2689.000244
	Iteration 35Q: 3 clusters Score -410075.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -410076.875000 Penalty: 2689.000244
	Iteration 36Q: 3 clusters Score -410076.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -410076.937500 Penalty: 2689.000244
	Iteration 37Q: 3 clusters Score -410076.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -410076.937500 Penalty: 2689.000244
	Iteration 38F: 3 clusters Score -410076.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (10166 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10166 members 
Entering Unmasked Estep 
Score: -1188712.500000 Penalty: 1499.355591
	Iteration 0F: 2 clusters Score -1188712 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -1181495.000000 Penalty: 2998.711182
	Iteration 0F: 3 clusters Score -1181495 nChanged 4373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5249 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -1184146.000000 Penalty: 2998.711182
	Iteration 1F: 3 clusters Score -1184146 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5405 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -1184698.750000 Penalty: 2998.711182
	Iteration 2F: 3 clusters Score -1184699 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5583 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -1185084.750000 Penalty: 2998.711182
	Iteration 3F: 3 clusters Score -1185085 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5781 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -1185367.750000 Penalty: 2998.711182
	Iteration 4F: 3 clusters Score -1185368 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6047 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -1185659.875000 Penalty: 2998.711182
	Iteration 5F: 3 clusters Score -1185660 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6343 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -1185956.750000 Penalty: 2998.711182
	Iteration 6F: 3 clusters Score -1185957 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6619 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -1186206.250000 Penalty: 2998.711182
	Iteration 7Q: 3 clusters Score -1186206 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6921 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -1186447.375000 Penalty: 2998.711182
	Iteration 8Q: 3 clusters Score -1186447 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7219 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -1186651.250000 Penalty: 2998.711182
	Iteration 9Q: 3 clusters Score -1186651 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7514 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -1186852.750000 Penalty: 2998.711182
	Iteration 10Q: 3 clusters Score -1186853 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7790 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -1187051.125000 Penalty: 2998.711182
	Iteration 11Q: 3 clusters Score -1187051 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8016 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -1187209.750000 Penalty: 2998.711182
	Iteration 12Q: 3 clusters Score -1187210 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8201 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -1187333.250000 Penalty: 2998.711182
	Iteration 13Q: 3 clusters Score -1187333 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8334 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -1187416.000000 Penalty: 2998.711182
	Iteration 14Q: 3 clusters Score -1187416 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8476 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -1187514.250000 Penalty: 2998.711182
	Iteration 15Q: 3 clusters Score -1187514 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8591 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -1187580.125000 Penalty: 2998.711182
	Iteration 16Q: 3 clusters Score -1187580 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8677 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -1187627.875000 Penalty: 2998.711182
	Iteration 17Q: 3 clusters Score -1187628 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8750 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -1187669.875000 Penalty: 2998.711182
	Iteration 18Q: 3 clusters Score -1187670 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8811 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -1187707.125000 Penalty: 2998.711182
	Iteration 19Q: 3 clusters Score -1187707 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8871 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -1187747.500000 Penalty: 2998.711182
	Iteration 20F: 3 clusters Score -1187748 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8937 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -1187779.250000 Penalty: 2998.711182
	Iteration 21Q: 3 clusters Score -1187779 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8979 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -1187810.875000 Penalty: 2998.711182
	Iteration 22Q: 3 clusters Score -1187811 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9020 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -1187837.625000 Penalty: 2998.711182
	Iteration 23Q: 3 clusters Score -1187838 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9066 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -1187868.875000 Penalty: 2998.711182
	Iteration 24Q: 3 clusters Score -1187869 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9107 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -1187900.375000 Penalty: 2998.711182
	Iteration 25Q: 3 clusters Score -1187900 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9143 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -1187928.875000 Penalty: 2998.711182
	Iteration 26Q: 3 clusters Score -1187929 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9178 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -1187948.125000 Penalty: 2998.711182
	Iteration 27Q: 3 clusters Score -1187948 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9205 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -1187965.375000 Penalty: 2998.711182
	Iteration 28Q: 3 clusters Score -1187965 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9223 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -1187979.250000 Penalty: 2998.711182
	Iteration 29Q: 3 clusters Score -1187979 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9244 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -1187984.125000 Penalty: 2998.711182
	Iteration 30Q: 3 clusters Score -1187984 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9259 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -1187992.500000 Penalty: 2998.711182
	Iteration 31Q: 3 clusters Score -1187992 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9278 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -1188005.000000 Penalty: 2998.711182
	Iteration 32Q: 3 clusters Score -1188005 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9289 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -1188010.875000 Penalty: 2998.711182
	Iteration 33Q: 3 clusters Score -1188011 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9298 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -1188011.375000 Penalty: 2998.711182
	Iteration 34Q: 3 clusters Score -1188011 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9305 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -1188015.250000 Penalty: 2998.711182
	Iteration 35Q: 3 clusters Score -1188015 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9308 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -1188015.250000 Penalty: 2998.711182
	Iteration 36Q: 3 clusters Score -1188015 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9309 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -1188015.875000 Penalty: 2998.711182
	Iteration 37Q: 3 clusters Score -1188016 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9309 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -1188017.375000 Penalty: 2998.711182
	Iteration 38Q: 3 clusters Score -1188017 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9310 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -1188018.000000 Penalty: 2998.711182
	Iteration 39Q: 3 clusters Score -1188018 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9310 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -1188018.000000 Penalty: 2998.711182
	Iteration 40F: 3 clusters Score -1188018 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (38156 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38156 members 
Entering Unmasked Estep 
Score: -4832465.000000 Penalty: 1714.283691
	Iteration 0F: 2 clusters Score -4832465 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19026 members 
Mstep: Class 2 contains 19130 members 
Entering Unmasked Estep 
Score: -4806879.000000 Penalty: 3428.567383
	Iteration 0F: 3 clusters Score -4806879 nChanged 17647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18591 members 
Mstep: Class 2 contains 19565 members 
Entering Unmasked Estep 
Score: -4816779.500000 Penalty: 3428.567383
	Iteration 1F: 3 clusters Score -4816780 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18446 members 
Mstep: Class 2 contains 19710 members 
Entering Unmasked Estep 
Score: -4817122.500000 Penalty: 3428.567383
	Iteration 2Q: 3 clusters Score -4817122 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18201 members 
Mstep: Class 2 contains 19955 members 
Entering Unmasked Estep 
Score: -4817446.500000 Penalty: 3428.567383
	Iteration 3Q: 3 clusters Score -4817446 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17846 members 
Mstep: Class 2 contains 20310 members 
Entering Unmasked Estep 
Score: -4817734.500000 Penalty: 3428.567383
	Iteration 4Q: 3 clusters Score -4817734 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17295 members 
Mstep: Class 2 contains 20861 members 
Entering Unmasked Estep 
Score: -4818074.000000 Penalty: 3428.567383
	Iteration 5Q: 3 clusters Score -4818074 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16518 members 
Mstep: Class 2 contains 21638 members 
Entering Unmasked Estep 
Score: -4818443.500000 Penalty: 3428.567383
	Iteration 6Q: 3 clusters Score -4818444 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15452 members 
Mstep: Class 2 contains 22704 members 
Entering Unmasked Estep 
Score: -4818939.000000 Penalty: 3428.567383
	Iteration 7Q: 3 clusters Score -4818939 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14000 members 
Mstep: Class 2 contains 24156 members 
Entering Unmasked Estep 
Score: -4819646.500000 Penalty: 3428.567383
	Iteration 8Q: 3 clusters Score -4819646 nChanged 1939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12133 members 
Mstep: Class 2 contains 26023 members 
Entering Unmasked Estep 
Score: -4820687.000000 Penalty: 3428.567383
	Iteration 9F: 3 clusters Score -4820687 nChanged 2358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9817 members 
Mstep: Class 2 contains 28339 members 
Entering Unmasked Estep 
Score: -4822234.000000 Penalty: 3428.567383
	Iteration 10F: 3 clusters Score -4822234 nChanged 2751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7078 members 
Mstep: Class 2 contains 31078 members 
Entering Unmasked Estep 
Score: -4824455.500000 Penalty: 3428.567383
	Iteration 11F: 3 clusters Score -4824456 nChanged 2615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 33693 members 
Entering Unmasked Estep 
Score: -4826806.500000 Penalty: 3428.567383
	Iteration 12F: 3 clusters Score -4826806 nChanged 2099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 35790 members 
Entering Unmasked Estep 
Score: -4828825.500000 Penalty: 3428.567383
	Iteration 13F: 3 clusters Score -4828826 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 37036 members 
Entering Unmasked Estep 
Score: -4830004.500000 Penalty: 3428.567383
	Iteration 14Q: 3 clusters Score -4830004 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 37595 members 
Entering Unmasked Estep 
Score: -4830503.500000 Penalty: 3428.567383
	Iteration 15Q: 3 clusters Score -4830504 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 37777 members 
Entering Unmasked Estep 
Score: -4830713.500000 Penalty: 3428.567383
	Iteration 16Q: 3 clusters Score -4830714 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 37857 members 
Entering Unmasked Estep 
Score: -4830816.000000 Penalty: 3428.567383
	Iteration 17Q: 3 clusters Score -4830816 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 37898 members 
Entering Unmasked Estep 
Score: -4830876.500000 Penalty: 3428.567383
	Iteration 18Q: 3 clusters Score -4830876 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 37916 members 
Entering Unmasked Estep 
Score: -4830909.000000 Penalty: 3428.567383
	Iteration 19Q: 3 clusters Score -4830909 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 37927 members 
Entering Unmasked Estep 
Score: -4830921.500000 Penalty: 3428.567383
	Iteration 20F: 3 clusters Score -4830922 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 37935 members 
Entering Unmasked Estep 
Score: -4830932.500000 Penalty: 3428.567383
	Iteration 21Q: 3 clusters Score -4830932 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 37944 members 
Entering Unmasked Estep 
Score: -4830954.000000 Penalty: 3428.567383
	Iteration 22Q: 3 clusters Score -4830954 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 37945 members 
Entering Unmasked Estep 
Score: -4830958.000000 Penalty: 3428.567383
	Iteration 23Q: 3 clusters Score -4830958 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 37944 members 
Entering Unmasked Estep 
Score: -4830964.000000 Penalty: 3428.567383
	Iteration 24Q: 3 clusters Score -4830964 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 37947 members 
Entering Unmasked Estep 
Score: -4830964.500000 Penalty: 3428.567383
	Iteration 25Q: 3 clusters Score -4830964 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 37948 members 
Entering Unmasked Estep 
Score: -4830970.000000 Penalty: 3428.567383
	Iteration 26Q: 3 clusters Score -4830970 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 37949 members 
Entering Unmasked Estep 
Score: -4830971.500000 Penalty: 3428.567383
	Iteration 27Q: 3 clusters Score -4830972 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 37949 members 
Entering Unmasked Estep 
Score: -4830971.500000 Penalty: 3428.567383
	Iteration 28F: 3 clusters Score -4830972 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (18708 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18708 members 
Entering Unmasked Estep 
Score: -2182957.750000 Penalty: 1598.464722
	Iteration 0F: 2 clusters Score -2182958 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9319 members 
Mstep: Class 2 contains 9389 members 
Entering Unmasked Estep 
Score: -2170166.750000 Penalty: 3196.929443
	Iteration 0F: 3 clusters Score -2170167 nChanged 8371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9222 members 
Mstep: Class 2 contains 9486 members 
Entering Unmasked Estep 
Score: -2174675.500000 Penalty: 3196.929443
	Iteration 1F: 3 clusters Score -2174676 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9257 members 
Mstep: Class 2 contains 9451 members 
Entering Unmasked Estep 
Score: -2175169.000000 Penalty: 3196.929443
	Iteration 2F: 3 clusters Score -2175169 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9310 members 
Mstep: Class 2 contains 9398 members 
Entering Unmasked Estep 
Score: -2175680.000000 Penalty: 3196.929443
	Iteration 3F: 3 clusters Score -2175680 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9397 members 
Mstep: Class 2 contains 9311 members 
Entering Unmasked Estep 
Score: -2176259.750000 Penalty: 3196.929443
	Iteration 4F: 3 clusters Score -2176260 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9509 members 
Mstep: Class 2 contains 9199 members 
Entering Unmasked Estep 
Score: -2176886.250000 Penalty: 3196.929443
	Iteration 5F: 3 clusters Score -2176886 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9585 members 
Mstep: Class 2 contains 9123 members 
Entering Unmasked Estep 
Score: -2177538.750000 Penalty: 3196.929443
	Iteration 6F: 3 clusters Score -2177539 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9654 members 
Mstep: Class 2 contains 9054 members 
Entering Unmasked Estep 
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	Iteration 7F: 3 clusters Score -2178087 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9726 members 
Mstep: Class 2 contains 8982 members 
Entering Unmasked Estep 
Score: -2178488.750000 Penalty: 3196.929443
	Iteration 8Q: 3 clusters Score -2178489 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9752 members 
Mstep: Class 2 contains 8956 members 
Entering Unmasked Estep 
Score: -2178802.000000 Penalty: 3196.929443
	Iteration 9Q: 3 clusters Score -2178802 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9811 members 
Mstep: Class 2 contains 8897 members 
Entering Unmasked Estep 
Score: -2179057.500000 Penalty: 3196.929443
	Iteration 10Q: 3 clusters Score -2179058 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9895 members 
Mstep: Class 2 contains 8813 members 
Entering Unmasked Estep 
Score: -2179261.250000 Penalty: 3196.929443
	Iteration 11Q: 3 clusters Score -2179261 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10019 members 
Mstep: Class 2 contains 8689 members 
Entering Unmasked Estep 
Score: -2179402.750000 Penalty: 3196.929443
	Iteration 12Q: 3 clusters Score -2179403 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10124 members 
Mstep: Class 2 contains 8584 members 
Entering Unmasked Estep 
Score: -2179510.000000 Penalty: 3196.929443
	Iteration 13Q: 3 clusters Score -2179510 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10255 members 
Mstep: Class 2 contains 8453 members 
Entering Unmasked Estep 
Score: -2179615.500000 Penalty: 3196.929443
	Iteration 14Q: 3 clusters Score -2179616 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10414 members 
Mstep: Class 2 contains 8294 members 
Entering Unmasked Estep 
Score: -2179703.500000 Penalty: 3196.929443
	Iteration 15Q: 3 clusters Score -2179704 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10579 members 
Mstep: Class 2 contains 8129 members 
Entering Unmasked Estep 
Score: -2179777.500000 Penalty: 3196.929443
	Iteration 16Q: 3 clusters Score -2179778 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10733 members 
Mstep: Class 2 contains 7975 members 
Entering Unmasked Estep 
Score: -2179836.750000 Penalty: 3196.929443
	Iteration 17Q: 3 clusters Score -2179837 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10885 members 
Mstep: Class 2 contains 7823 members 
Entering Unmasked Estep 
Score: -2179885.500000 Penalty: 3196.929443
	Iteration 18Q: 3 clusters Score -2179886 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11032 members 
Mstep: Class 2 contains 7676 members 
Entering Unmasked Estep 
Score: -2179921.500000 Penalty: 3196.929443
	Iteration 19Q: 3 clusters Score -2179922 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11176 members 
Mstep: Class 2 contains 7532 members 
Entering Unmasked Estep 
Score: -2179953.750000 Penalty: 3196.929443
	Iteration 20F: 3 clusters Score -2179954 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11312 members 
Mstep: Class 2 contains 7396 members 
Entering Unmasked Estep 
Score: -2179990.500000 Penalty: 3196.929443
	Iteration 21Q: 3 clusters Score -2179990 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11454 members 
Mstep: Class 2 contains 7254 members 
Entering Unmasked Estep 
Score: -2180022.500000 Penalty: 3196.929443
	Iteration 22Q: 3 clusters Score -2180022 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11587 members 
Mstep: Class 2 contains 7121 members 
Entering Unmasked Estep 
Score: -2180060.000000 Penalty: 3196.929443
	Iteration 23Q: 3 clusters Score -2180060 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11709 members 
Mstep: Class 2 contains 6999 members 
Entering Unmasked Estep 
Score: -2180095.500000 Penalty: 3196.929443
	Iteration 24Q: 3 clusters Score -2180096 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11836 members 
Mstep: Class 2 contains 6872 members 
Entering Unmasked Estep 
Score: -2180117.000000 Penalty: 3196.929443
	Iteration 25Q: 3 clusters Score -2180117 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11968 members 
Mstep: Class 2 contains 6740 members 
Entering Unmasked Estep 
Score: -2180149.500000 Penalty: 3196.929443
	Iteration 26Q: 3 clusters Score -2180150 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12106 members 
Mstep: Class 2 contains 6602 members 
Entering Unmasked Estep 
Score: -2180174.500000 Penalty: 3196.929443
	Iteration 27Q: 3 clusters Score -2180174 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12263 members 
Mstep: Class 2 contains 6445 members 
Entering Unmasked Estep 
Score: -2180222.000000 Penalty: 3196.929443
	Iteration 28Q: 3 clusters Score -2180222 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12427 members 
Mstep: Class 2 contains 6281 members 
Entering Unmasked Estep 
Score: -2180255.000000 Penalty: 3196.929443
	Iteration 29Q: 3 clusters Score -2180255 nChanged 172
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12587 members 
Mstep: Class 2 contains 6121 members 
Entering Unmasked Estep 
Score: -2180297.000000 Penalty: 3196.929443
	Iteration 30Q: 3 clusters Score -2180297 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12750 members 
Mstep: Class 2 contains 5958 members 
Entering Unmasked Estep 
Score: -2180329.500000 Penalty: 3196.929443
	Iteration 31Q: 3 clusters Score -2180330 nChanged 187
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12931 members 
Mstep: Class 2 contains 5777 members 
Entering Unmasked Estep 
Score: -2180366.000000 Penalty: 3196.929443
	Iteration 32Q: 3 clusters Score -2180366 nChanged 180
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13111 members 
Mstep: Class 2 contains 5597 members 
Entering Unmasked Estep 
Score: -2180419.500000 Penalty: 3196.929443
	Iteration 33Q: 3 clusters Score -2180420 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13296 members 
Mstep: Class 2 contains 5412 members 
Entering Unmasked Estep 
Score: -2180455.500000 Penalty: 3196.929443
	Iteration 34Q: 3 clusters Score -2180456 nChanged 162
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13458 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -2180498 nChanged 172
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13630 members 
Mstep: Class 2 contains 5078 members 
Entering Unmasked Estep 
Score: -2180554.750000 Penalty: 3196.929443
	Iteration 36Q: 3 clusters Score -2180555 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13806 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -2180590 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13975 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -2180634.750000 Penalty: 3196.929443
	Iteration 38Q: 3 clusters Score -2180635 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14150 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -2180682.750000 Penalty: 3196.929443
	Iteration 39Q: 3 clusters Score -2180683 nChanged 189
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14335 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -2180741.750000 Penalty: 3196.929443
	Iteration 40F: 3 clusters Score -2180742 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14493 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -2180788 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14665 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -2180849.750000 Penalty: 3196.929443
	Iteration 42Q: 3 clusters Score -2180850 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14838 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -2180898 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15008 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -2180950 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15188 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -2181004.500000 Penalty: 3196.929443
	Iteration 45Q: 3 clusters Score -2181004 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15336 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -2181038.500000 Penalty: 3196.929443
	Iteration 46Q: 3 clusters Score -2181038 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15489 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -2181088 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15637 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -2181133.000000 Penalty: 3196.929443
	Iteration 48Q: 3 clusters Score -2181133 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15799 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -2181192.000000 Penalty: 3196.929443
	Iteration 49Q: 3 clusters Score -2181192 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15976 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -2181252.250000 Penalty: 3196.929443
	Iteration 50Q: 3 clusters Score -2181252 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16149 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -2181320.250000 Penalty: 3196.929443
	Iteration 51Q: 3 clusters Score -2181320 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16301 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -2181382.000000 Penalty: 3196.929443
	Iteration 52Q: 3 clusters Score -2181382 nChanged 138
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16437 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -2181433.750000 Penalty: 3196.929443
	Iteration 53Q: 3 clusters Score -2181434 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16569 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -2181478 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16681 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -2181514.000000 Penalty: 3196.929443
	Iteration 55Q: 3 clusters Score -2181514 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16782 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -2181554 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16864 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -2181590 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16957 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -2181625.500000 Penalty: 3196.929443
	Iteration 58Q: 3 clusters Score -2181626 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17032 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -2181652.000000 Penalty: 3196.929443
	Iteration 59Q: 3 clusters Score -2181652 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17082 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -2181667.500000 Penalty: 3196.929443
	Iteration 60F: 3 clusters Score -2181668 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17133 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -2181686.500000 Penalty: 3196.929443
	Iteration 61Q: 3 clusters Score -2181686 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17175 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -2181700.750000 Penalty: 3196.929443
	Iteration 62Q: 3 clusters Score -2181701 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17205 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -2181714.000000 Penalty: 3196.929443
	Iteration 63Q: 3 clusters Score -2181714 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17238 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -2181726.000000 Penalty: 3196.929443
	Iteration 64Q: 3 clusters Score -2181726 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17268 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -2181742.500000 Penalty: 3196.929443
	Iteration 65Q: 3 clusters Score -2181742 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17307 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -2181755.250000 Penalty: 3196.929443
	Iteration 66Q: 3 clusters Score -2181755 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17338 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -2181765.250000 Penalty: 3196.929443
	Iteration 67Q: 3 clusters Score -2181765 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17367 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -2181775.000000 Penalty: 3196.929443
	Iteration 68Q: 3 clusters Score -2181775 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17402 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -2181788.250000 Penalty: 3196.929443
	Iteration 69Q: 3 clusters Score -2181788 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17426 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -2181790.750000 Penalty: 3196.929443
	Iteration 70Q: 3 clusters Score -2181791 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17453 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -2181805.750000 Penalty: 3196.929443
	Iteration 71Q: 3 clusters Score -2181806 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17478 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -2181818.750000 Penalty: 3196.929443
	Iteration 72Q: 3 clusters Score -2181819 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17497 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -2181821.000000 Penalty: 3196.929443
	Iteration 73Q: 3 clusters Score -2181821 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17519 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -2181831.750000 Penalty: 3196.929443
	Iteration 74Q: 3 clusters Score -2181832 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17542 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -2181841.000000 Penalty: 3196.929443
	Iteration 75Q: 3 clusters Score -2181841 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17558 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -2181846.750000 Penalty: 3196.929443
	Iteration 76Q: 3 clusters Score -2181847 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17572 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -2181851.250000 Penalty: 3196.929443
	Iteration 77Q: 3 clusters Score -2181851 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17594 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -2181864.250000 Penalty: 3196.929443
	Iteration 78Q: 3 clusters Score -2181864 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17614 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -2181872.500000 Penalty: 3196.929443
	Iteration 79Q: 3 clusters Score -2181872 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17634 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -2181876.500000 Penalty: 3196.929443
	Iteration 80F: 3 clusters Score -2181876 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17650 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -2181884.250000 Penalty: 3196.929443
	Iteration 81Q: 3 clusters Score -2181884 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17663 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -2181888.250000 Penalty: 3196.929443
	Iteration 82Q: 3 clusters Score -2181888 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17676 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -2181889.750000 Penalty: 3196.929443
	Iteration 83Q: 3 clusters Score -2181890 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17685 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -2181890.500000 Penalty: 3196.929443
	Iteration 84Q: 3 clusters Score -2181890 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17697 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -2181896.750000 Penalty: 3196.929443
	Iteration 85Q: 3 clusters Score -2181897 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17706 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -2181900.500000 Penalty: 3196.929443
	Iteration 86Q: 3 clusters Score -2181900 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17713 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -2181908.000000 Penalty: 3196.929443
	Iteration 87Q: 3 clusters Score -2181908 nChanged 12
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17719 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -2181909.500000 Penalty: 3196.929443
	Iteration 88Q: 3 clusters Score -2181910 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17729 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -2181927.000000 Penalty: 3196.929443
	Iteration 89Q: 3 clusters Score -2181927 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17734 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -2181925.250000 Penalty: 3196.929443
	Iteration 90Q: 3 clusters Score -2181925 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17742 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -2181925.750000 Penalty: 3196.929443
	Iteration 91Q: 3 clusters Score -2181926 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17750 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -2181926.500000 Penalty: 3196.929443
	Iteration 92Q: 3 clusters Score -2181926 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17759 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -2181928.750000 Penalty: 3196.929443
	Iteration 93Q: 3 clusters Score -2181929 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17763 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -2181932.250000 Penalty: 3196.929443
	Iteration 94Q: 3 clusters Score -2181932 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17769 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -2181937.750000 Penalty: 3196.929443
	Iteration 95Q: 3 clusters Score -2181938 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17778 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -2181941.000000 Penalty: 3196.929443
	Iteration 96Q: 3 clusters Score -2181941 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17787 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -2181945.000000 Penalty: 3196.929443
	Iteration 97Q: 3 clusters Score -2181945 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17788 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -2181945.250000 Penalty: 3196.929443
	Iteration 98Q: 3 clusters Score -2181945 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17793 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -2181948.000000 Penalty: 3196.929443
	Iteration 99Q: 3 clusters Score -2181948 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17795 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -2181952.500000 Penalty: 3196.929443
	Iteration 100F: 3 clusters Score -2181952 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17797 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -2181952.000000 Penalty: 3196.929443
	Iteration 101Q: 3 clusters Score -2181952 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17798 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -2181951.250000 Penalty: 3196.929443
	Iteration 102Q: 3 clusters Score -2181951 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17797 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -2181951.250000 Penalty: 3196.929443
	Iteration 103Q: 3 clusters Score -2181951 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17797 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -2181951.250000 Penalty: 3196.929443
	Iteration 104F: 3 clusters Score -2181951 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (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: -167172.093750 Penalty: 1176.489014
	Iteration 0F: 2 clusters Score -167172.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -165435.093750 Penalty: 2352.978027
	Iteration 0F: 3 clusters Score -165435.1 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -165809.781250 Penalty: 2352.978027
	Iteration 1F: 3 clusters Score -165809.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -165980.031250 Penalty: 2352.978027
	Iteration 2F: 3 clusters Score -165980 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -166092.593750 Penalty: 2352.978027
	Iteration 3F: 3 clusters Score -166092.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -166187.328125 Penalty: 2352.978027
	Iteration 4Q: 3 clusters Score -166187.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -166260.609375 Penalty: 2352.978027
	Iteration 5Q: 3 clusters Score -166260.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -166309.250000 Penalty: 2352.978027
	Iteration 6Q: 3 clusters Score -166309.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -166330.718750 Penalty: 2352.978027
	Iteration 7Q: 3 clusters Score -166330.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -166345.687500 Penalty: 2352.978027
	Iteration 8Q: 3 clusters Score -166345.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -166359.578125 Penalty: 2352.978027
	Iteration 9Q: 3 clusters Score -166359.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -166369.031250 Penalty: 2352.978027
	Iteration 10Q: 3 clusters Score -166369 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -166377.187500 Penalty: 2352.978027
	Iteration 11Q: 3 clusters Score -166377.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -166387.531250 Penalty: 2352.978027
	Iteration 12Q: 3 clusters Score -166387.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -166399.937500 Penalty: 2352.978027
	Iteration 13Q: 3 clusters Score -166399.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -166409.265625 Penalty: 2352.978027
	Iteration 14Q: 3 clusters Score -166409.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -166419.984375 Penalty: 2352.978027
	Iteration 15Q: 3 clusters Score -166420 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -166433.484375 Penalty: 2352.978027
	Iteration 16Q: 3 clusters Score -166433.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -166441.593750 Penalty: 2352.978027
	Iteration 17Q: 3 clusters Score -166441.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -166450.703125 Penalty: 2352.978027
	Iteration 18Q: 3 clusters Score -166450.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -166461.375000 Penalty: 2352.978027
	Iteration 19Q: 3 clusters Score -166461.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -166470.250000 Penalty: 2352.978027
	Iteration 20F: 3 clusters Score -166470.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -166476.921875 Penalty: 2352.978027
	Iteration 21Q: 3 clusters Score -166476.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -166481.562500 Penalty: 2352.978027
	Iteration 22Q: 3 clusters Score -166481.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -166489.578125 Penalty: 2352.978027
	Iteration 23Q: 3 clusters Score -166489.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -166492.375000 Penalty: 2352.978027
	Iteration 24Q: 3 clusters Score -166492.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -166494.515625 Penalty: 2352.978027
	Iteration 25Q: 3 clusters Score -166494.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -166497.609375 Penalty: 2352.978027
	Iteration 26Q: 3 clusters Score -166497.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -166500.953125 Penalty: 2352.978027
	Iteration 27Q: 3 clusters Score -166501 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -166502.312500 Penalty: 2352.978027
	Iteration 28Q: 3 clusters Score -166502.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -166503.375000 Penalty: 2352.978027
	Iteration 29Q: 3 clusters Score -166503.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -166503.375000 Penalty: 2352.978027
	Iteration 30F: 3 clusters Score -166503.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (24682 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24682 members 
Entering Unmasked Estep 
Score: -3117556.000000 Penalty: 1643.497314
	Iteration 0F: 2 clusters Score -3117556 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12398 members 
Mstep: Class 2 contains 12284 members 
Entering Unmasked Estep 
Score: -3100812.750000 Penalty: 3286.994629
	Iteration 0F: 3 clusters Score -3100813 nChanged 11136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12676 members 
Mstep: Class 2 contains 12006 members 
Entering Unmasked Estep 
Score: -3106944.500000 Penalty: 3286.994629
	Iteration 1F: 3 clusters Score -3106944 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12931 members 
Mstep: Class 2 contains 11751 members 
Entering Unmasked Estep 
Score: -3107334.750000 Penalty: 3286.994629
	Iteration 2Q: 3 clusters Score -3107335 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13315 members 
Mstep: Class 2 contains 11367 members 
Entering Unmasked Estep 
Score: -3107731.250000 Penalty: 3286.994629
	Iteration 3Q: 3 clusters Score -3107731 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13767 members 
Mstep: Class 2 contains 10915 members 
Entering Unmasked Estep 
Score: -3108167.750000 Penalty: 3286.994629
	Iteration 4Q: 3 clusters Score -3108168 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14423 members 
Mstep: Class 2 contains 10259 members 
Entering Unmasked Estep 
Score: -3108664.750000 Penalty: 3286.994629
	Iteration 5Q: 3 clusters Score -3108665 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15294 members 
Mstep: Class 2 contains 9388 members 
Entering Unmasked Estep 
Score: -3109303.500000 Penalty: 3286.994629
	Iteration 6F: 3 clusters Score -3109304 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16393 members 
Mstep: Class 2 contains 8289 members 
Entering Unmasked Estep 
Score: -3110053.000000 Penalty: 3286.994629
	Iteration 7F: 3 clusters Score -3110053 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17626 members 
Mstep: Class 2 contains 7056 members 
Entering Unmasked Estep 
Score: -3110888.000000 Penalty: 3286.994629
	Iteration 8F: 3 clusters Score -3110888 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18889 members 
Mstep: Class 2 contains 5793 members 
Entering Unmasked Estep 
Score: -3111719.750000 Penalty: 3286.994629
	Iteration 9F: 3 clusters Score -3111720 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20172 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -3112600.000000 Penalty: 3286.994629
	Iteration 10F: 3 clusters Score -3112600 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21370 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -3113485.750000 Penalty: 3286.994629
	Iteration 11Q: 3 clusters Score -3113486 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22418 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -3114282.500000 Penalty: 3286.994629
	Iteration 12Q: 3 clusters Score -3114282 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23193 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -3114877.750000 Penalty: 3286.994629
	Iteration 13Q: 3 clusters Score -3114878 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23725 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -3115326.500000 Penalty: 3286.994629
	Iteration 14Q: 3 clusters Score -3115326 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24085 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -3115665.750000 Penalty: 3286.994629
	Iteration 15Q: 3 clusters Score -3115666 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24253 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -3115842.000000 Penalty: 3286.994629
	Iteration 16Q: 3 clusters Score -3115842 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24327 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -3115925.750000 Penalty: 3286.994629
	Iteration 17Q: 3 clusters Score -3115926 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24377 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -3115976.250000 Penalty: 3286.994629
	Iteration 18Q: 3 clusters Score -3115976 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24400 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -3116021.750000 Penalty: 3286.994629
	Iteration 19Q: 3 clusters Score -3116022 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24419 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -3116041.500000 Penalty: 3286.994629
	Iteration 20F: 3 clusters Score -3116042 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24430 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -3116060.500000 Penalty: 3286.994629
	Iteration 21Q: 3 clusters Score -3116060 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24439 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -3116075.750000 Penalty: 3286.994629
	Iteration 22Q: 3 clusters Score -3116076 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24450 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -3116092.750000 Penalty: 3286.994629
	Iteration 23Q: 3 clusters Score -3116093 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24459 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -3116106.500000 Penalty: 3286.994629
	Iteration 24Q: 3 clusters Score -3116106 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24462 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -3116112.250000 Penalty: 3286.994629
	Iteration 25Q: 3 clusters Score -3116112 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24464 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -3116120.500000 Penalty: 3286.994629
	Iteration 26Q: 3 clusters Score -3116120 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24464 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -3116125.000000 Penalty: 3286.994629
	Iteration 27Q: 3 clusters Score -3116125 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24462 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -3116124.000000 Penalty: 3286.994629
	Iteration 28Q: 3 clusters Score -3116124 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24462 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -3116124.000000 Penalty: 3286.994629
	Iteration 29F: 3 clusters Score -3116124 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (4317 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Entering Unmasked Estep 
Score: -545064.812500 Penalty: 1360.176270
	Iteration 0F: 2 clusters Score -545064.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -541466.812500 Penalty: 2720.352539
	Iteration 0F: 3 clusters Score -541466.8 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -542425.812500 Penalty: 2720.352539
	Iteration 1F: 3 clusters Score -542425.8 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -542614.625000 Penalty: 2720.352539
	Iteration 2F: 3 clusters Score -542614.6 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -542749.375000 Penalty: 2720.352539
	Iteration 3F: 3 clusters Score -542749.4 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -542855.500000 Penalty: 2720.352539
	Iteration 4Q: 3 clusters Score -542855.5 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -542956.750000 Penalty: 2720.352539
	Iteration 5Q: 3 clusters Score -542956.8 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -543044.562500 Penalty: 2720.352539
	Iteration 6Q: 3 clusters Score -543044.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -543117.875000 Penalty: 2720.352539
	Iteration 7Q: 3 clusters Score -543117.9 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -543202.437500 Penalty: 2720.352539
	Iteration 8Q: 3 clusters Score -543202.4 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -543280.562500 Penalty: 2720.352539
	Iteration 9Q: 3 clusters Score -543280.6 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -543368.062500 Penalty: 2720.352539
	Iteration 10Q: 3 clusters Score -543368.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -543432.750000 Penalty: 2720.352539
	Iteration 11Q: 3 clusters Score -543432.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -543484.812500 Penalty: 2720.352539
	Iteration 12Q: 3 clusters Score -543484.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -543531.437500 Penalty: 2720.352539
	Iteration 13Q: 3 clusters Score -543531.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -543569.437500 Penalty: 2720.352539
	Iteration 14Q: 3 clusters Score -543569.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -543602.000000 Penalty: 2720.352539
	Iteration 15Q: 3 clusters Score -543602 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -543634.187500 Penalty: 2720.352539
	Iteration 16Q: 3 clusters Score -543634.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -543662.750000 Penalty: 2720.352539
	Iteration 17Q: 3 clusters Score -543662.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -543683.875000 Penalty: 2720.352539
	Iteration 18Q: 3 clusters Score -543683.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -543702.437500 Penalty: 2720.352539
	Iteration 19Q: 3 clusters Score -543702.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -543716.875000 Penalty: 2720.352539
	Iteration 20F: 3 clusters Score -543716.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -543728.625000 Penalty: 2720.352539
	Iteration 21Q: 3 clusters Score -543728.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -543738.750000 Penalty: 2720.352539
	Iteration 22Q: 3 clusters Score -543738.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -543750.687500 Penalty: 2720.352539
	Iteration 23Q: 3 clusters Score -543750.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -543756.750000 Penalty: 2720.352539
	Iteration 24Q: 3 clusters Score -543756.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -543761.562500 Penalty: 2720.352539
	Iteration 25Q: 3 clusters Score -543761.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -543766.687500 Penalty: 2720.352539
	Iteration 26Q: 3 clusters Score -543766.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -543771.812500 Penalty: 2720.352539
	Iteration 27Q: 3 clusters Score -543771.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -543776.625000 Penalty: 2720.352539
	Iteration 28Q: 3 clusters Score -543776.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -543783.625000 Penalty: 2720.352539
	Iteration 29Q: 3 clusters Score -543783.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -543789.312500 Penalty: 2720.352539
	Iteration 30Q: 3 clusters Score -543789.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -543796.375000 Penalty: 2720.352539
	Iteration 31Q: 3 clusters Score -543796.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -543803.000000 Penalty: 2720.352539
	Iteration 32Q: 3 clusters Score -543803 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -543807.125000 Penalty: 2720.352539
	Iteration 33Q: 3 clusters Score -543807.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -543810.875000 Penalty: 2720.352539
	Iteration 34Q: 3 clusters Score -543810.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -543811.562500 Penalty: 2720.352539
	Iteration 35Q: 3 clusters Score -543811.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -543812.187500 Penalty: 2720.352539
	Iteration 36Q: 3 clusters Score -543812.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -543812.187500 Penalty: 2720.352539
	Iteration 37F: 3 clusters Score -543812.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (3286 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Entering Unmasked Estep 
Score: -412124.281250 Penalty: 1315.831787
	Iteration 0F: 2 clusters Score -412124.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -409244.593750 Penalty: 2631.663574
	Iteration 0F: 3 clusters Score -409244.6 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -409961.093750 Penalty: 2631.663574
	Iteration 1F: 3 clusters Score -409961.1 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -410104.468750 Penalty: 2631.663574
	Iteration 2F: 3 clusters Score -410104.5 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -410188.375000 Penalty: 2631.663574
	Iteration 3Q: 3 clusters Score -410188.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -410250.562500 Penalty: 2631.663574
	Iteration 4Q: 3 clusters Score -410250.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -410298.312500 Penalty: 2631.663574
	Iteration 5Q: 3 clusters Score -410298.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -410334.406250 Penalty: 2631.663574
	Iteration 6Q: 3 clusters Score -410334.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -410361.843750 Penalty: 2631.663574
	Iteration 7Q: 3 clusters Score -410361.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -410383.906250 Penalty: 2631.663574
	Iteration 8Q: 3 clusters Score -410383.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -410401.781250 Penalty: 2631.663574
	Iteration 9Q: 3 clusters Score -410401.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -410414.531250 Penalty: 2631.663574
	Iteration 10Q: 3 clusters Score -410414.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -410432.781250 Penalty: 2631.663574
	Iteration 11Q: 3 clusters Score -410432.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -410452.437500 Penalty: 2631.663574
	Iteration 12Q: 3 clusters Score -410452.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -410473.468750 Penalty: 2631.663574
	Iteration 13Q: 3 clusters Score -410473.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -410501.687500 Penalty: 2631.663574
	Iteration 14Q: 3 clusters Score -410501.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -410529.187500 Penalty: 2631.663574
	Iteration 15Q: 3 clusters Score -410529.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -410561.406250 Penalty: 2631.663574
	Iteration 16Q: 3 clusters Score -410561.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -410594.562500 Penalty: 2631.663574
	Iteration 17Q: 3 clusters Score -410594.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -410632.031250 Penalty: 2631.663574
	Iteration 18Q: 3 clusters Score -410632 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -410680.406250 Penalty: 2631.663574
	Iteration 19Q: 3 clusters Score -410680.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -410742.718750 Penalty: 2631.663574
	Iteration 20F: 3 clusters Score -410742.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -410799.218750 Penalty: 2631.663574
	Iteration 21Q: 3 clusters Score -410799.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -410860.968750 Penalty: 2631.663574
	Iteration 22Q: 3 clusters Score -410861 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -410922.093750 Penalty: 2631.663574
	Iteration 23Q: 3 clusters Score -410922.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -410970.031250 Penalty: 2631.663574
	Iteration 24Q: 3 clusters Score -410970 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -411008.468750 Penalty: 2631.663574
	Iteration 25Q: 3 clusters Score -411008.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -411037.531250 Penalty: 2631.663574
	Iteration 26Q: 3 clusters Score -411037.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -411054.437500 Penalty: 2631.663574
	Iteration 27Q: 3 clusters Score -411054.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -411063.625000 Penalty: 2631.663574
	Iteration 28Q: 3 clusters Score -411063.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -411076.531250 Penalty: 2631.663574
	Iteration 29Q: 3 clusters Score -411076.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -411088.781250 Penalty: 2631.663574
	Iteration 30Q: 3 clusters Score -411088.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -411096.281250 Penalty: 2631.663574
	Iteration 31Q: 3 clusters Score -411096.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -411100.656250 Penalty: 2631.663574
	Iteration 32Q: 3 clusters Score -411100.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -411102.406250 Penalty: 2631.663574
	Iteration 33Q: 3 clusters Score -411102.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -411105.687500 Penalty: 2631.663574
	Iteration 34Q: 3 clusters Score -411105.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -411111.406250 Penalty: 2631.663574
	Iteration 35Q: 3 clusters Score -411111.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -411120.968750 Penalty: 2631.663574
	Iteration 36Q: 3 clusters Score -411121 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -411124.875000 Penalty: 2631.663574
	Iteration 37Q: 3 clusters Score -411124.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -411128.718750 Penalty: 2631.663574
	Iteration 38Q: 3 clusters Score -411128.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -411130.437500 Penalty: 2631.663574
	Iteration 39Q: 3 clusters Score -411130.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -411131.093750 Penalty: 2631.663574
	Iteration 40F: 3 clusters Score -411131.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -411131.906250 Penalty: 2631.663574
	Iteration 41Q: 3 clusters Score -411131.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -411131.906250 Penalty: 2631.663574
	Iteration 42F: 3 clusters Score -411131.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (4543 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Entering Unmasked Estep 
Score: -571954.312500 Penalty: 1368.468262
	Iteration 0F: 2 clusters Score -571954.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -568241.625000 Penalty: 2736.936523
	Iteration 0F: 3 clusters Score -568241.6 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -569308.437500 Penalty: 2736.936523
	Iteration 1F: 3 clusters Score -569308.4 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -569588.000000 Penalty: 2736.936523
	Iteration 2F: 3 clusters Score -569588 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -569789.937500 Penalty: 2736.936523
	Iteration 3F: 3 clusters Score -569789.9 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -569915.125000 Penalty: 2736.936523
	Iteration 4F: 3 clusters Score -569915.1 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -570012.125000 Penalty: 2736.936523
	Iteration 5Q: 3 clusters Score -570012.1 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -570094.500000 Penalty: 2736.936523
	Iteration 6Q: 3 clusters Score -570094.5 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -570168.687500 Penalty: 2736.936523
	Iteration 7Q: 3 clusters Score -570168.7 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -570250.000000 Penalty: 2736.936523
	Iteration 8Q: 3 clusters Score -570250 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -570327.687500 Penalty: 2736.936523
	Iteration 9Q: 3 clusters Score -570327.7 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -570433.437500 Penalty: 2736.936523
	Iteration 10Q: 3 clusters Score -570433.4 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -570570.125000 Penalty: 2736.936523
	Iteration 11Q: 3 clusters Score -570570.1 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -570702.625000 Penalty: 2736.936523
	Iteration 12Q: 3 clusters Score -570702.6 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -570828.875000 Penalty: 2736.936523
	Iteration 13Q: 3 clusters Score -570828.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -570962.937500 Penalty: 2736.936523
	Iteration 14Q: 3 clusters Score -570962.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -571093.125000 Penalty: 2736.936523
	Iteration 15Q: 3 clusters Score -571093.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -571154.250000 Penalty: 2736.936523
	Iteration 16Q: 3 clusters Score -571154.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -571184.375000 Penalty: 2736.936523
	Iteration 17Q: 3 clusters Score -571184.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -571204.937500 Penalty: 2736.936523
	Iteration 18Q: 3 clusters Score -571204.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -571221.500000 Penalty: 2736.936523
	Iteration 19Q: 3 clusters Score -571221.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -571230.875000 Penalty: 2736.936523
	Iteration 20F: 3 clusters Score -571230.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -571237.937500 Penalty: 2736.936523
	Iteration 21Q: 3 clusters Score -571237.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -571243.062500 Penalty: 2736.936523
	Iteration 22Q: 3 clusters Score -571243.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -571249.437500 Penalty: 2736.936523
	Iteration 23Q: 3 clusters Score -571249.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -571255.312500 Penalty: 2736.936523
	Iteration 24Q: 3 clusters Score -571255.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -571259.750000 Penalty: 2736.936523
	Iteration 25Q: 3 clusters Score -571259.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -571263.250000 Penalty: 2736.936523
	Iteration 26Q: 3 clusters Score -571263.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -571269.000000 Penalty: 2736.936523
	Iteration 27Q: 3 clusters Score -571269 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -571274.250000 Penalty: 2736.936523
	Iteration 28Q: 3 clusters Score -571274.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -571277.687500 Penalty: 2736.936523
	Iteration 29Q: 3 clusters Score -571277.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -571282.250000 Penalty: 2736.936523
	Iteration 30Q: 3 clusters Score -571282.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -571286.875000 Penalty: 2736.936523
	Iteration 31Q: 3 clusters Score -571286.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -571293.375000 Penalty: 2736.936523
	Iteration 32Q: 3 clusters Score -571293.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -571297.562500 Penalty: 2736.936523
	Iteration 33Q: 3 clusters Score -571297.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -571299.750000 Penalty: 2736.936523
	Iteration 34Q: 3 clusters Score -571299.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -571301.812500 Penalty: 2736.936523
	Iteration 35Q: 3 clusters Score -571301.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -571304.437500 Penalty: 2736.936523
	Iteration 36Q: 3 clusters Score -571304.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -571307.625000 Penalty: 2736.936523
	Iteration 37Q: 3 clusters Score -571307.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -571309.187500 Penalty: 2736.936523
	Iteration 38Q: 3 clusters Score -571309.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -571311.312500 Penalty: 2736.936523
	Iteration 39Q: 3 clusters Score -571311.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -571311.937500 Penalty: 2736.936523
	Iteration 40F: 3 clusters Score -571311.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -571311.875000 Penalty: 2736.936523
	Iteration 41Q: 3 clusters Score -571311.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -571312.625000 Penalty: 2736.936523
	Iteration 42Q: 3 clusters Score -571312.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -571313.812500 Penalty: 2736.936523
	Iteration 43Q: 3 clusters Score -571313.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -571314.687500 Penalty: 2736.936523
	Iteration 44Q: 3 clusters Score -571314.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -571316.437500 Penalty: 2736.936523
	Iteration 45Q: 3 clusters Score -571316.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -571317.250000 Penalty: 2736.936523
	Iteration 46Q: 3 clusters Score -571317.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -571316.625000 Penalty: 2736.936523
	Iteration 47Q: 3 clusters Score -571316.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -571317.312500 Penalty: 2736.936523
	Iteration 48Q: 3 clusters Score -571317.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -571318.562500 Penalty: 2736.936523
	Iteration 49Q: 3 clusters Score -571318.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -571318.937500 Penalty: 2736.936523
	Iteration 50Q: 3 clusters Score -571318.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -571320.687500 Penalty: 2736.936523
	Iteration 51Q: 3 clusters Score -571320.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -571323.750000 Penalty: 2736.936523
	Iteration 52Q: 3 clusters Score -571323.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -571324.187500 Penalty: 2736.936523
	Iteration 53Q: 3 clusters Score -571324.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -571326.187500 Penalty: 2736.936523
	Iteration 54Q: 3 clusters Score -571326.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -571327.687500 Penalty: 2736.936523
	Iteration 55Q: 3 clusters Score -571327.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -571327.875000 Penalty: 2736.936523
	Iteration 56Q: 3 clusters Score -571327.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -571331.000000 Penalty: 2736.936523
	Iteration 57Q: 3 clusters Score -571331 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -571332.062500 Penalty: 2736.936523
	Iteration 58Q: 3 clusters Score -571332.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -571333.437500 Penalty: 2736.936523
	Iteration 59Q: 3 clusters Score -571333.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -571334.875000 Penalty: 2736.936523
	Iteration 60F: 3 clusters Score -571334.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -571334.937500 Penalty: 2736.936523
	Iteration 61Q: 3 clusters Score -571334.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -571336.000000 Penalty: 2736.936523
	Iteration 62Q: 3 clusters Score -571336 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -571336.562500 Penalty: 2736.936523
	Iteration 63Q: 3 clusters Score -571336.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -571337.250000 Penalty: 2736.936523
	Iteration 64Q: 3 clusters Score -571337.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -571337.187500 Penalty: 2736.936523
	Iteration 65Q: 3 clusters Score -571337.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -571337.187500 Penalty: 2736.936523
	Iteration 66F: 3 clusters Score -571337.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (4133 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Entering Unmasked Estep 
Score: -470233.062500 Penalty: 1353.098267
	Iteration 0F: 2 clusters Score -470233.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -466854.750000 Penalty: 2706.196533
	Iteration 0F: 3 clusters Score -466854.8 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -467929.281250 Penalty: 2706.196533
	Iteration 1F: 3 clusters Score -467929.3 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -468282.750000 Penalty: 2706.196533
	Iteration 2F: 3 clusters Score -468282.8 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -468632.531250 Penalty: 2706.196533
	Iteration 3F: 3 clusters Score -468632.5 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -468934.656250 Penalty: 2706.196533
	Iteration 4F: 3 clusters Score -468934.7 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -469172.000000 Penalty: 2706.196533
	Iteration 5F: 3 clusters Score -469172 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -469311.812500 Penalty: 2706.196533
	Iteration 6Q: 3 clusters Score -469311.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -469393.062500 Penalty: 2706.196533
	Iteration 7Q: 3 clusters Score -469393.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -469430.437500 Penalty: 2706.196533
	Iteration 8Q: 3 clusters Score -469430.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -469455.250000 Penalty: 2706.196533
	Iteration 9Q: 3 clusters Score -469455.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -469468.781250 Penalty: 2706.196533
	Iteration 10Q: 3 clusters Score -469468.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -469478.093750 Penalty: 2706.196533
	Iteration 11Q: 3 clusters Score -469478.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -469490.625000 Penalty: 2706.196533
	Iteration 12Q: 3 clusters Score -469490.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -469497.906250 Penalty: 2706.196533
	Iteration 13Q: 3 clusters Score -469497.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -469505.031250 Penalty: 2706.196533
	Iteration 14Q: 3 clusters Score -469505 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -469509.718750 Penalty: 2706.196533
	Iteration 15Q: 3 clusters Score -469509.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -469511.000000 Penalty: 2706.196533
	Iteration 16Q: 3 clusters Score -469511 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -469514.937500 Penalty: 2706.196533
	Iteration 17Q: 3 clusters Score -469514.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -469517.875000 Penalty: 2706.196533
	Iteration 18Q: 3 clusters Score -469517.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -469519.375000 Penalty: 2706.196533
	Iteration 19Q: 3 clusters Score -469519.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -469521.781250 Penalty: 2706.196533
	Iteration 20F: 3 clusters Score -469521.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -469524.156250 Penalty: 2706.196533
	Iteration 21Q: 3 clusters Score -469524.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -469525.468750 Penalty: 2706.196533
	Iteration 22Q: 3 clusters Score -469525.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -469526.687500 Penalty: 2706.196533
	Iteration 23Q: 3 clusters Score -469526.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -469528.375000 Penalty: 2706.196533
	Iteration 24Q: 3 clusters Score -469528.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -469529.218750 Penalty: 2706.196533
	Iteration 25Q: 3 clusters Score -469529.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -469530.656250 Penalty: 2706.196533
	Iteration 26Q: 3 clusters Score -469530.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -469532.281250 Penalty: 2706.196533
	Iteration 27Q: 3 clusters Score -469532.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -469535.875000 Penalty: 2706.196533
	Iteration 28Q: 3 clusters Score -469535.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -469539.593750 Penalty: 2706.196533
	Iteration 29Q: 3 clusters Score -469539.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -469541.093750 Penalty: 2706.196533
	Iteration 30Q: 3 clusters Score -469541.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -469542.750000 Penalty: 2706.196533
	Iteration 31Q: 3 clusters Score -469542.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -469542.968750 Penalty: 2706.196533
	Iteration 32Q: 3 clusters Score -469543 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -469543.625000 Penalty: 2706.196533
	Iteration 33Q: 3 clusters Score -469543.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -469544.750000 Penalty: 2706.196533
	Iteration 34Q: 3 clusters Score -469544.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -469545.312500 Penalty: 2706.196533
	Iteration 35Q: 3 clusters Score -469545.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -469546.468750 Penalty: 2706.196533
	Iteration 36Q: 3 clusters Score -469546.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -469547.875000 Penalty: 2706.196533
	Iteration 37Q: 3 clusters Score -469547.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -469548.125000 Penalty: 2706.196533
	Iteration 38Q: 3 clusters Score -469548.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -469548.250000 Penalty: 2706.196533
	Iteration 39Q: 3 clusters Score -469548.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -469552.187500 Penalty: 2706.196533
	Iteration 40F: 3 clusters Score -469552.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -469552.000000 Penalty: 2706.196533
	Iteration 41Q: 3 clusters Score -469552 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -469552.000000 Penalty: 2706.196533
	Iteration 42F: 3 clusters Score -469552 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (25817 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25817 members 
Entering Unmasked Estep 
Score: -3312448.250000 Penalty: 1650.803101
	Iteration 0F: 2 clusters Score -3312448 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12992 members 
Mstep: Class 2 contains 12825 members 
Entering Unmasked Estep 
Score: -3294875.250000 Penalty: 3301.606201
	Iteration 0F: 3 clusters Score -3294875 nChanged 11903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13427 members 
Mstep: Class 2 contains 12390 members 
Entering Unmasked Estep 
Score: -3301556.750000 Penalty: 3301.606201
	Iteration 1F: 3 clusters Score -3301557 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13691 members 
Mstep: Class 2 contains 12126 members 
Entering Unmasked Estep 
Score: -3301912.250000 Penalty: 3301.606201
	Iteration 2Q: 3 clusters Score -3301912 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14029 members 
Mstep: Class 2 contains 11788 members 
Entering Unmasked Estep 
Score: -3302268.000000 Penalty: 3301.606201
	Iteration 3Q: 3 clusters Score -3302268 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14507 members 
Mstep: Class 2 contains 11310 members 
Entering Unmasked Estep 
Score: -3302675.500000 Penalty: 3301.606201
	Iteration 4Q: 3 clusters Score -3302676 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15122 members 
Mstep: Class 2 contains 10695 members 
Entering Unmasked Estep 
Score: -3303156.250000 Penalty: 3301.606201
	Iteration 5Q: 3 clusters Score -3303156 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15968 members 
Mstep: Class 2 contains 9849 members 
Entering Unmasked Estep 
Score: -3303858.750000 Penalty: 3301.606201
	Iteration 6Q: 3 clusters Score -3303859 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17060 members 
Mstep: Class 2 contains 8757 members 
Entering Unmasked Estep 
Score: -3304755.500000 Penalty: 3301.606201
	Iteration 7F: 3 clusters Score -3304756 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18268 members 
Mstep: Class 2 contains 7549 members 
Entering Unmasked Estep 
Score: -3305801.500000 Penalty: 3301.606201
	Iteration 8F: 3 clusters Score -3305802 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19546 members 
Mstep: Class 2 contains 6271 members 
Entering Unmasked Estep 
Score: -3306915.250000 Penalty: 3301.606201
	Iteration 9F: 3 clusters Score -3306915 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20773 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -3308010.000000 Penalty: 3301.606201
	Iteration 10F: 3 clusters Score -3308010 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21828 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -3309019.000000 Penalty: 3301.606201
	Iteration 11Q: 3 clusters Score -3309019 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22626 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -3309824.250000 Penalty: 3301.606201
	Iteration 12Q: 3 clusters Score -3309824 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23163 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -3310390.250000 Penalty: 3301.606201
	Iteration 13Q: 3 clusters Score -3310390 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23510 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -3310725.250000 Penalty: 3301.606201
	Iteration 14Q: 3 clusters Score -3310725 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23750 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -3310949.500000 Penalty: 3301.606201
	Iteration 15Q: 3 clusters Score -3310950 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23924 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -3311081.250000 Penalty: 3301.606201
	Iteration 16Q: 3 clusters Score -3311081 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24047 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -3311147.250000 Penalty: 3301.606201
	Iteration 17Q: 3 clusters Score -3311147 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24130 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -3311189.500000 Penalty: 3301.606201
	Iteration 18Q: 3 clusters Score -3311190 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24214 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -3311233.000000 Penalty: 3301.606201
	Iteration 19Q: 3 clusters Score -3311233 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24282 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -3311269.000000 Penalty: 3301.606201
	Iteration 20F: 3 clusters Score -3311269 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24351 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -3311302.750000 Penalty: 3301.606201
	Iteration 21Q: 3 clusters Score -3311303 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24410 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -3311340.750000 Penalty: 3301.606201
	Iteration 22Q: 3 clusters Score -3311341 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24454 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -3311361.250000 Penalty: 3301.606201
	Iteration 23Q: 3 clusters Score -3311361 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24494 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -3311375.750000 Penalty: 3301.606201
	Iteration 24Q: 3 clusters Score -3311376 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24525 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -3311388.750000 Penalty: 3301.606201
	Iteration 25Q: 3 clusters Score -3311389 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24546 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -3311395.500000 Penalty: 3301.606201
	Iteration 26Q: 3 clusters Score -3311396 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24564 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -3311403.000000 Penalty: 3301.606201
	Iteration 27Q: 3 clusters Score -3311403 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24580 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -3311421.000000 Penalty: 3301.606201
	Iteration 28Q: 3 clusters Score -3311421 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24597 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -3311422.000000 Penalty: 3301.606201
	Iteration 29Q: 3 clusters Score -3311422 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24613 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -3311432.000000 Penalty: 3301.606201
	Iteration 30Q: 3 clusters Score -3311432 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24626 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -3311434.750000 Penalty: 3301.606201
	Iteration 31Q: 3 clusters Score -3311435 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24641 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -3311434.000000 Penalty: 3301.606201
	Iteration 32Q: 3 clusters Score -3311434 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24650 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -3311441.000000 Penalty: 3301.606201
	Iteration 33Q: 3 clusters Score -3311441 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24658 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -3311448.250000 Penalty: 3301.606201
	Iteration 34Q: 3 clusters Score -3311448 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24666 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -3311450.000000 Penalty: 3301.606201
	Iteration 35Q: 3 clusters Score -3311450 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24671 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -3311450.500000 Penalty: 3301.606201
	Iteration 36Q: 3 clusters Score -3311450 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24671 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -3311450.750000 Penalty: 3301.606201
	Iteration 37Q: 3 clusters Score -3311451 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24673 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -3311448.250000 Penalty: 3301.606201
	Iteration 38Q: 3 clusters Score -3311448 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24677 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -3311454.250000 Penalty: 3301.606201
	Iteration 39Q: 3 clusters Score -3311454 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24679 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -3311456.500000 Penalty: 3301.606201
	Iteration 40F: 3 clusters Score -3311456 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24683 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -3311455.250000 Penalty: 3301.606201
	Iteration 41Q: 3 clusters Score -3311455 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24687 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -3311453.750000 Penalty: 3301.606201
	Iteration 42Q: 3 clusters Score -3311454 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24687 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -3311453.750000 Penalty: 3301.606201
	Iteration 43F: 3 clusters Score -3311454 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (818 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Entering Unmasked Estep 
Score: -102970.804688 Penalty: 1089.865112
	Iteration 0F: 2 clusters Score -102970.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -101644.312500 Penalty: 2179.730225
	Iteration 0F: 3 clusters Score -101644.3 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -101834.070312 Penalty: 2179.730225
	Iteration 1F: 3 clusters Score -101834.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -101906.695312 Penalty: 2179.730225
	Iteration 2F: 3 clusters Score -101906.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -101946.109375 Penalty: 2179.730225
	Iteration 3Q: 3 clusters Score -101946.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -101964.546875 Penalty: 2179.730225
	Iteration 4Q: 3 clusters Score -101964.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -101975.453125 Penalty: 2179.730225
	Iteration 5Q: 3 clusters Score -101975.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -101978.515625 Penalty: 2179.730225
	Iteration 6Q: 3 clusters Score -101978.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -101978.515625 Penalty: 2179.730225
	Iteration 7F: 3 clusters Score -101978.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (3215 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Entering Unmasked Estep 
Score: -402839.750000 Penalty: 1312.282104
	Iteration 0F: 2 clusters Score -402839.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -400001.031250 Penalty: 2624.564209
	Iteration 0F: 3 clusters Score -400001 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -400739.093750 Penalty: 2624.564209
	Iteration 1F: 3 clusters Score -400739.1 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -400934.000000 Penalty: 2624.564209
	Iteration 2F: 3 clusters Score -400934 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -401067.281250 Penalty: 2624.564209
	Iteration 3F: 3 clusters Score -401067.3 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -401168.562500 Penalty: 2624.564209
	Iteration 4Q: 3 clusters Score -401168.6 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -401256.031250 Penalty: 2624.564209
	Iteration 5Q: 3 clusters Score -401256 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -401316.000000 Penalty: 2624.564209
	Iteration 6Q: 3 clusters Score -401316 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -401378.593750 Penalty: 2624.564209
	Iteration 7Q: 3 clusters Score -401378.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -401425.937500 Penalty: 2624.564209
	Iteration 8Q: 3 clusters Score -401425.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -401463.218750 Penalty: 2624.564209
	Iteration 9Q: 3 clusters Score -401463.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -401499.156250 Penalty: 2624.564209
	Iteration 10Q: 3 clusters Score -401499.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -401521.687500 Penalty: 2624.564209
	Iteration 11Q: 3 clusters Score -401521.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -401533.593750 Penalty: 2624.564209
	Iteration 12Q: 3 clusters Score -401533.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -401543.562500 Penalty: 2624.564209
	Iteration 13Q: 3 clusters Score -401543.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -401548.812500 Penalty: 2624.564209
	Iteration 14Q: 3 clusters Score -401548.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -401554.250000 Penalty: 2624.564209
	Iteration 15Q: 3 clusters Score -401554.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -401559.125000 Penalty: 2624.564209
	Iteration 16Q: 3 clusters Score -401559.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -401566.406250 Penalty: 2624.564209
	Iteration 17Q: 3 clusters Score -401566.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -401568.375000 Penalty: 2624.564209
	Iteration 18Q: 3 clusters Score -401568.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -401571.968750 Penalty: 2624.564209
	Iteration 19Q: 3 clusters Score -401572 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -401574.187500 Penalty: 2624.564209
	Iteration 20F: 3 clusters Score -401574.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -401578.500000 Penalty: 2624.564209
	Iteration 21Q: 3 clusters Score -401578.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -401581.093750 Penalty: 2624.564209
	Iteration 22Q: 3 clusters Score -401581.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -401582.156250 Penalty: 2624.564209
	Iteration 23Q: 3 clusters Score -401582.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -401585.750000 Penalty: 2624.564209
	Iteration 24Q: 3 clusters Score -401585.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -401588.218750 Penalty: 2624.564209
	Iteration 25Q: 3 clusters Score -401588.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -401592.218750 Penalty: 2624.564209
	Iteration 26Q: 3 clusters Score -401592.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -401596.156250 Penalty: 2624.564209
	Iteration 27Q: 3 clusters Score -401596.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -401600.718750 Penalty: 2624.564209
	Iteration 28Q: 3 clusters Score -401600.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -401603.656250 Penalty: 2624.564209
	Iteration 29Q: 3 clusters Score -401603.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -401606.125000 Penalty: 2624.564209
	Iteration 30Q: 3 clusters Score -401606.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -401608.625000 Penalty: 2624.564209
	Iteration 31Q: 3 clusters Score -401608.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -401610.000000 Penalty: 2624.564209
	Iteration 32Q: 3 clusters Score -401610 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -401612.500000 Penalty: 2624.564209
	Iteration 33Q: 3 clusters Score -401612.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -401613.218750 Penalty: 2624.564209
	Iteration 34Q: 3 clusters Score -401613.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -401613.000000 Penalty: 2624.564209
	Iteration 35Q: 3 clusters Score -401613 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -401613.343750 Penalty: 2624.564209
	Iteration 36Q: 3 clusters Score -401613.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -401614.781250 Penalty: 2624.564209
	Iteration 37Q: 3 clusters Score -401614.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -401615.437500 Penalty: 2624.564209
	Iteration 38Q: 3 clusters Score -401615.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -401615.875000 Penalty: 2624.564209
	Iteration 39Q: 3 clusters Score -401615.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -401616.437500 Penalty: 2624.564209
	Iteration 40F: 3 clusters Score -401616.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -401616.906250 Penalty: 2624.564209
	Iteration 41Q: 3 clusters Score -401616.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -401616.906250 Penalty: 2624.564209
	Iteration 42F: 3 clusters Score -401616.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (22294 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22294 members 
Entering Unmasked Estep 
Score: -2841286.750000 Penalty: 1626.961792
	Iteration 0F: 2 clusters Score -2841287 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11086 members 
Mstep: Class 2 contains 11208 members 
Entering Unmasked Estep 
Score: -2826207.250000 Penalty: 3253.923584
	Iteration 0F: 3 clusters Score -2826207 nChanged 10106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10728 members 
Mstep: Class 2 contains 11566 members 
Entering Unmasked Estep 
Score: -2831774.500000 Penalty: 3253.923584
	Iteration 1F: 3 clusters Score -2831774 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10445 members 
Mstep: Class 2 contains 11849 members 
Entering Unmasked Estep 
Score: -2832082.500000 Penalty: 3253.923584
	Iteration 2Q: 3 clusters Score -2832082 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10036 members 
Mstep: Class 2 contains 12258 members 
Entering Unmasked Estep 
Score: -2832386.250000 Penalty: 3253.923584
	Iteration 3Q: 3 clusters Score -2832386 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9417 members 
Mstep: Class 2 contains 12877 members 
Entering Unmasked Estep 
Score: -2832808.500000 Penalty: 3253.923584
	Iteration 4Q: 3 clusters Score -2832808 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8565 members 
Mstep: Class 2 contains 13729 members 
Entering Unmasked Estep 
Score: -2833354.000000 Penalty: 3253.923584
	Iteration 5F: 3 clusters Score -2833354 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7415 members 
Mstep: Class 2 contains 14879 members 
Entering Unmasked Estep 
Score: -2834143.750000 Penalty: 3253.923584
	Iteration 6F: 3 clusters Score -2834144 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6065 members 
Mstep: Class 2 contains 16229 members 
Entering Unmasked Estep 
Score: -2835216.500000 Penalty: 3253.923584
	Iteration 7F: 3 clusters Score -2835216 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 17555 members 
Entering Unmasked Estep 
Score: -2836272.000000 Penalty: 3253.923584
	Iteration 8F: 3 clusters Score -2836272 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 18741 members 
Entering Unmasked Estep 
Score: -2837232.500000 Penalty: 3253.923584
	Iteration 9F: 3 clusters Score -2837232 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 19704 members 
Entering Unmasked Estep 
Score: -2837993.000000 Penalty: 3253.923584
	Iteration 10Q: 3 clusters Score -2837993 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 20425 members 
Entering Unmasked Estep 
Score: -2838548.000000 Penalty: 3253.923584
	Iteration 11Q: 3 clusters Score -2838548 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 20972 members 
Entering Unmasked Estep 
Score: -2838978.750000 Penalty: 3253.923584
	Iteration 12Q: 3 clusters Score -2838979 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 21333 members 
Entering Unmasked Estep 
Score: -2839269.750000 Penalty: 3253.923584
	Iteration 13Q: 3 clusters Score -2839270 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 21576 members 
Entering Unmasked Estep 
Score: -2839469.250000 Penalty: 3253.923584
	Iteration 14Q: 3 clusters Score -2839469 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 21740 members 
Entering Unmasked Estep 
Score: -2839608.750000 Penalty: 3253.923584
	Iteration 15Q: 3 clusters Score -2839609 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 21847 members 
Entering Unmasked Estep 
Score: -2839716.000000 Penalty: 3253.923584
	Iteration 16Q: 3 clusters Score -2839716 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 21912 members 
Entering Unmasked Estep 
Score: -2839781.750000 Penalty: 3253.923584
	Iteration 17Q: 3 clusters Score -2839782 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 21945 members 
Entering Unmasked Estep 
Score: -2839830.500000 Penalty: 3253.923584
	Iteration 18Q: 3 clusters Score -2839830 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 21960 members 
Entering Unmasked Estep 
Score: -2839857.500000 Penalty: 3253.923584
	Iteration 19Q: 3 clusters Score -2839858 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 21966 members 
Entering Unmasked Estep 
Score: -2839867.500000 Penalty: 3253.923584
	Iteration 20F: 3 clusters Score -2839868 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 21974 members 
Entering Unmasked Estep 
Score: -2839873.750000 Penalty: 3253.923584
	Iteration 21Q: 3 clusters Score -2839874 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 21979 members 
Entering Unmasked Estep 
Score: -2839877.500000 Penalty: 3253.923584
	Iteration 22Q: 3 clusters Score -2839878 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 21982 members 
Entering Unmasked Estep 
Score: -2839888.500000 Penalty: 3253.923584
	Iteration 23Q: 3 clusters Score -2839888 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 21985 members 
Entering Unmasked Estep 
Score: -2839896.500000 Penalty: 3253.923584
	Iteration 24Q: 3 clusters Score -2839896 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 21994 members 
Entering Unmasked Estep 
Score: -2839896.250000 Penalty: 3253.923584
	Iteration 25Q: 3 clusters Score -2839896 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 21998 members 
Entering Unmasked Estep 
Score: -2839898.750000 Penalty: 3253.923584
	Iteration 26Q: 3 clusters Score -2839899 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 21999 members 
Entering Unmasked Estep 
Score: -2839903.250000 Penalty: 3253.923584
	Iteration 27Q: 3 clusters Score -2839903 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 22002 members 
Entering Unmasked Estep 
Score: -2839904.250000 Penalty: 3253.923584
	Iteration 28Q: 3 clusters Score -2839904 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 22003 members 
Entering Unmasked Estep 
Score: -2839902.750000 Penalty: 3253.923584
	Iteration 29Q: 3 clusters Score -2839903 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 22004 members 
Entering Unmasked Estep 
Score: -2839906.500000 Penalty: 3253.923584
	Iteration 30Q: 3 clusters Score -2839906 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 22005 members 
Entering Unmasked Estep 
Score: -2839905.000000 Penalty: 3253.923584
	Iteration 31Q: 3 clusters Score -2839905 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 22005 members 
Entering Unmasked Estep 
Score: -2839905.000000 Penalty: 3253.923584
	Iteration 32F: 3 clusters Score -2839905 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 47710 members 
Mstep: Class 2 contains 5051 members 
Mstep: Class 3 contains 2099 members 
Mstep: Class 4 contains 3292 members 
Mstep: Class 5 contains 14518 members 
Mstep: Class 6 contains 1273 members 
Mstep: Class 7 contains 476 members 
Mstep: Class 8 contains 10058 members 
Mstep: Class 9 contains 25413 members 
Mstep: Class 10 contains 33115 members 
Mstep: Class 11 contains 2161 members 
Mstep: Class 12 contains 73152 members 
Mstep: Class 13 contains 18152 members 
Mstep: Class 14 contains 146790 members 
Mstep: Class 15 contains 2477 members 
Mstep: Class 16 contains 17967 members 
Mstep: Class 17 contains 9571 members 
Mstep: Class 18 contains 20857 members 
Mstep: Class 19 contains 34800 members 
Mstep: Class 20 contains 5743 members 
Mstep: Class 21 contains 11891 members 
Mstep: Class 22 contains 3017 members 
Mstep: Class 23 contains 21842 members 
Mstep: Class 24 contains 39369 members 
Mstep: Class 25 contains 7909 members 
Mstep: Class 26 contains 3869 members 
Mstep: Class 27 contains 2336 members 
Mstep: Class 28 contains 23635 members 
Mstep: Class 29 contains 408 members 
Mstep: Class 30 contains 3804 members 
Mstep: Class 31 contains 12571 members 
Mstep: Class 32 contains 13739 members 
Mstep: Class 33 contains 8162 members 
Mstep: Class 34 contains 13798 members 
Mstep: Class 35 contains 2404 members 
Mstep: Class 36 contains 11703 members 
Mstep: Class 37 contains 3920 members 
Mstep: Class 38 contains 10166 members 
Mstep: Class 39 contains 38156 members 
Mstep: Class 40 contains 18708 members 
Mstep: Class 41 contains 1394 members 
Mstep: Class 42 contains 24682 members 
Mstep: Class 43 contains 4317 members 
Mstep: Class 44 contains 3286 members 
Mstep: Class 45 contains 4543 members 
Mstep: Class 46 contains 4133 members 
Mstep: Class 47 contains 25817 members 
Mstep: Class 48 contains 818 members 
Mstep: Class 49 contains 3215 members 
Mstep: Class 50 contains 22294 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100307608.000000 Penalty: 110644.859375
Iteration 239Q: 51 clusters Score -1.003076e+08 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 47710 members 
Mstep: Class 2 contains 5051 members 
Mstep: Class 3 contains 2099 members 
Mstep: Class 4 contains 3292 members 
Mstep: Class 5 contains 14518 members 
Mstep: Class 6 contains 1273 members 
Mstep: Class 7 contains 476 members 
Mstep: Class 8 contains 10051 members 
Mstep: Class 9 contains 25414 members 
Mstep: Class 10 contains 33114 members 
Mstep: Class 11 contains 2161 members 
Mstep: Class 12 contains 73151 members 
Mstep: Class 13 contains 18152 members 
Mstep: Class 14 contains 146792 members 
Mstep: Class 15 contains 2477 members 
Mstep: Class 16 contains 17967 members 
Mstep: Class 17 contains 9572 members 
Mstep: Class 18 contains 20859 members 
Mstep: Class 19 contains 34800 members 
Mstep: Class 20 contains 5743 members 
Mstep: Class 21 contains 11890 members 
Mstep: Class 22 contains 3017 members 
Mstep: Class 23 contains 21842 members 
Mstep: Class 24 contains 39368 members 
Mstep: Class 25 contains 7909 members 
Mstep: Class 26 contains 3869 members 
Mstep: Class 27 contains 2336 members 
Mstep: Class 28 contains 23635 members 
Mstep: Class 29 contains 408 members 
Mstep: Class 30 contains 3804 members 
Mstep: Class 31 contains 12571 members 
Mstep: Class 32 contains 13739 members 
Mstep: Class 33 contains 8162 members 
Mstep: Class 34 contains 13798 members 
Mstep: Class 35 contains 2404 members 
Mstep: Class 36 contains 11703 members 
Mstep: Class 37 contains 3920 members 
Mstep: Class 38 contains 10167 members 
Mstep: Class 39 contains 38156 members 
Mstep: Class 40 contains 18710 members 
Mstep: Class 41 contains 1394 members 
Mstep: Class 42 contains 24684 members 
Mstep: Class 43 contains 4317 members 
Mstep: Class 44 contains 3286 members 
Mstep: Class 45 contains 4543 members 
Mstep: Class 46 contains 4135 members 
Mstep: Class 47 contains 25815 members 
Mstep: Class 48 contains 818 members 
Mstep: Class 49 contains 3215 members 
Mstep: Class 50 contains 22294 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100307560.000000 Penalty: 110644.859375
Iteration 240F: 51 clusters Score -1.003076e+08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 47712 members 
Mstep: Class 2 contains 5052 members 
Mstep: Class 3 contains 2099 members 
Mstep: Class 4 contains 3292 members 
Mstep: Class 5 contains 14517 members 
Mstep: Class 6 contains 1273 members 
Mstep: Class 7 contains 476 members 
Mstep: Class 8 contains 10049 members 
Mstep: Class 9 contains 25418 members 
Mstep: Class 10 contains 33113 members 
Mstep: Class 11 contains 2161 members 
Mstep: Class 12 contains 73148 members 
Mstep: Class 13 contains 18152 members 
Mstep: Class 14 contains 146792 members 
Mstep: Class 15 contains 2477 members 
Mstep: Class 16 contains 17967 members 
Mstep: Class 17 contains 9571 members 
Mstep: Class 18 contains 20858 members 
Mstep: Class 19 contains 34802 members 
Mstep: Class 20 contains 5743 members 
Mstep: Class 21 contains 11890 members 
Mstep: Class 22 contains 3018 members 
Mstep: Class 23 contains 21842 members 
Mstep: Class 24 contains 39368 members 
Mstep: Class 25 contains 7909 members 
Mstep: Class 26 contains 3870 members 
Mstep: Class 27 contains 2336 members 
Mstep: Class 28 contains 23634 members 
Mstep: Class 29 contains 408 members 
Mstep: Class 30 contains 3804 members 
Mstep: Class 31 contains 12571 members 
Mstep: Class 32 contains 13739 members 
Mstep: Class 33 contains 8162 members 
Mstep: Class 34 contains 13798 members 
Mstep: Class 35 contains 2404 members 
Mstep: Class 36 contains 11703 members 
Mstep: Class 37 contains 3920 members 
Mstep: Class 38 contains 10165 members 
Mstep: Class 39 contains 38154 members 
Mstep: Class 40 contains 18710 members 
Mstep: Class 41 contains 1394 members 
Mstep: Class 42 contains 24687 members 
Mstep: Class 43 contains 4317 members 
Mstep: Class 44 contains 3286 members 
Mstep: Class 45 contains 4543 members 
Mstep: Class 46 contains 4135 members 
Mstep: Class 47 contains 25815 members 
Mstep: Class 48 contains 818 members 
Mstep: Class 49 contains 3215 members 
Mstep: Class 50 contains 22294 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100307568.000000 Penalty: 110644.859375
Iteration 241Q: 51 clusters Score -1.003076e+08 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 47714 members 
Mstep: Class 2 contains 5052 members 
Mstep: Class 3 contains 2099 members 
Mstep: Class 4 contains 3292 members 
Mstep: Class 5 contains 14514 members 
Mstep: Class 6 contains 1273 members 
Mstep: Class 7 contains 476 members 
Mstep: Class 8 contains 10045 members 
Mstep: Class 9 contains 25421 members 
Mstep: Class 10 contains 33110 members 
Mstep: Class 11 contains 2161 members 
Mstep: Class 12 contains 73148 members 
Mstep: Class 13 contains 18152 members 
Mstep: Class 14 contains 146791 members 
Mstep: Class 15 contains 2477 members 
Mstep: Class 16 contains 17967 members 
Mstep: Class 17 contains 9570 members 
Mstep: Class 18 contains 20859 members 
Mstep: Class 19 contains 34800 members 
Mstep: Class 20 contains 5743 members 
Mstep: Class 21 contains 11890 members 
Mstep: Class 22 contains 3019 members 
Mstep: Class 23 contains 21841 members 
Mstep: Class 24 contains 39368 members 
Mstep: Class 25 contains 7909 members 
Mstep: Class 26 contains 3870 members 
Mstep: Class 27 contains 2336 members 
Mstep: Class 28 contains 23635 members 
Mstep: Class 29 contains 408 members 
Mstep: Class 30 contains 3804 members 
Mstep: Class 31 contains 12571 members 
Mstep: Class 32 contains 13739 members 
Mstep: Class 33 contains 8162 members 
Mstep: Class 34 contains 13798 members 
Mstep: Class 35 contains 2404 members 
Mstep: Class 36 contains 11704 members 
Mstep: Class 37 contains 3920 members 
Mstep: Class 38 contains 10164 members 
Mstep: Class 39 contains 38156 members 
Mstep: Class 40 contains 18713 members 
Mstep: Class 41 contains 1394 members 
Mstep: Class 42 contains 24688 members 
Mstep: Class 43 contains 4317 members 
Mstep: Class 44 contains 3286 members 
Mstep: Class 45 contains 4544 members 
Mstep: Class 46 contains 4135 members 
Mstep: Class 47 contains 25815 members 
Mstep: Class 48 contains 818 members 
Mstep: Class 49 contains 3215 members 
Mstep: Class 50 contains 22294 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100307616.000000 Penalty: 110644.859375
Iteration 242Q: 51 clusters Score -1.003076e+08 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 47717 members 
Mstep: Class 2 contains 5052 members 
Mstep: Class 3 contains 2099 members 
Mstep: Class 4 contains 3292 members 
Mstep: Class 5 contains 14515 members 
Mstep: Class 6 contains 1273 members 
Mstep: Class 7 contains 476 members 
Mstep: Class 8 contains 10046 members 
Mstep: Class 9 contains 25424 members 
Mstep: Class 10 contains 33108 members 
Mstep: Class 11 contains 2161 members 
Mstep: Class 12 contains 73147 members 
Mstep: Class 13 contains 18152 members 
Mstep: Class 14 contains 146788 members 
Mstep: Class 15 contains 2477 members 
Mstep: Class 16 contains 17967 members 
Mstep: Class 17 contains 9571 members 
Mstep: Class 18 contains 20858 members 
Mstep: Class 19 contains 34797 members 
Mstep: Class 20 contains 5743 members 
Mstep: Class 21 contains 11889 members 
Mstep: Class 22 contains 3018 members 
Mstep: Class 23 contains 21841 members 
Mstep: Class 24 contains 39367 members 
Mstep: Class 25 contains 7909 members 
Mstep: Class 26 contains 3870 members 
Mstep: Class 27 contains 2336 members 
Mstep: Class 28 contains 23634 members 
Mstep: Class 29 contains 408 members 
Mstep: Class 30 contains 3805 members 
Mstep: Class 31 contains 12571 members 
Mstep: Class 32 contains 13739 members 
Mstep: Class 33 contains 8162 members 
Mstep: Class 34 contains 13798 members 
Mstep: Class 35 contains 2404 members 
Mstep: Class 36 contains 11704 members 
Mstep: Class 37 contains 3920 members 
Mstep: Class 38 contains 10162 members 
Mstep: Class 39 contains 38158 members 
Mstep: Class 40 contains 18715 members 
Mstep: Class 41 contains 1394 members 
Mstep: Class 42 contains 24689 members 
Mstep: Class 43 contains 4317 members 
Mstep: Class 44 contains 3286 members 
Mstep: Class 45 contains 4544 members 
Mstep: Class 46 contains 4136 members 
Mstep: Class 47 contains 25815 members 
Mstep: Class 48 contains 818 members 
Mstep: Class 49 contains 3215 members 
Mstep: Class 50 contains 22294 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100307608.000000 Penalty: 110644.859375
Iteration 243Q: 51 clusters Score -1.003076e+08 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 47716 members 
Mstep: Class 2 contains 5052 members 
Mstep: Class 3 contains 2099 members 
Mstep: Class 4 contains 3292 members 
Mstep: Class 5 contains 14515 members 
Mstep: Class 6 contains 1274 members 
Mstep: Class 7 contains 476 members 
Mstep: Class 8 contains 10049 members 
Mstep: Class 9 contains 25426 members 
Mstep: Class 10 contains 33108 members 
Mstep: Class 11 contains 2161 members 
Mstep: Class 12 contains 73142 members 
Mstep: Class 13 contains 18152 members 
Mstep: Class 14 contains 146789 members 
Mstep: Class 15 contains 2477 members 
Mstep: Class 16 contains 17967 members 
Mstep: Class 17 contains 9572 members 
Mstep: Class 18 contains 20858 members 
Mstep: Class 19 contains 34797 members 
Mstep: Class 20 contains 5743 members 
Mstep: Class 21 contains 11886 members 
Mstep: Class 22 contains 3015 members 
Mstep: Class 23 contains 21841 members 
Mstep: Class 24 contains 39367 members 
Mstep: Class 25 contains 7909 members 
Mstep: Class 26 contains 3870 members 
Mstep: Class 27 contains 2336 members 
Mstep: Class 28 contains 23634 members 
Mstep: Class 29 contains 408 members 
Mstep: Class 30 contains 3806 members 
Mstep: Class 31 contains 12571 members 
Mstep: Class 32 contains 13739 members 
Mstep: Class 33 contains 8162 members 
Mstep: Class 34 contains 13797 members 
Mstep: Class 35 contains 2404 members 
Mstep: Class 36 contains 11704 members 
Mstep: Class 37 contains 3920 members 
Mstep: Class 38 contains 10164 members 
Mstep: Class 39 contains 38158 members 
Mstep: Class 40 contains 18716 members 
Mstep: Class 41 contains 1394 members 
Mstep: Class 42 contains 24689 members 
Mstep: Class 43 contains 4317 members 
Mstep: Class 44 contains 3286 members 
Mstep: Class 45 contains 4544 members 
Mstep: Class 46 contains 4137 members 
Mstep: Class 47 contains 25815 members 
Mstep: Class 48 contains 818 members 
Mstep: Class 49 contains 3215 members 
Mstep: Class 50 contains 22294 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100307568.000000 Penalty: 110644.859375
Iteration 244Q: 51 clusters Score -1.003076e+08 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 47717 members 
Mstep: Class 2 contains 5052 members 
Mstep: Class 3 contains 2099 members 
Mstep: Class 4 contains 3292 members 
Mstep: Class 5 contains 14515 members 
Mstep: Class 6 contains 1274 members 
Mstep: Class 7 contains 476 members 
Mstep: Class 8 contains 10052 members 
Mstep: Class 9 contains 25430 members 
Mstep: Class 10 contains 33108 members 
Mstep: Class 11 contains 2161 members 
Mstep: Class 12 contains 73141 members 
Mstep: Class 13 contains 18152 members 
Mstep: Class 14 contains 146789 members 
Mstep: Class 15 contains 2477 members 
Mstep: Class 16 contains 17967 members 
Mstep: Class 17 contains 9572 members 
Mstep: Class 18 contains 20856 members 
Mstep: Class 19 contains 34795 members 
Mstep: Class 20 contains 5743 members 
Mstep: Class 21 contains 11884 members 
Mstep: Class 22 contains 3014 members 
Mstep: Class 23 contains 21840 members 
Mstep: Class 24 contains 39367 members 
Mstep: Class 25 contains 7909 members 
Mstep: Class 26 contains 3870 members 
Mstep: Class 27 contains 2335 members 
Mstep: Class 28 contains 23635 members 
Mstep: Class 29 contains 408 members 
Mstep: Class 30 contains 3806 members 
Mstep: Class 31 contains 12571 members 
Mstep: Class 32 contains 13738 members 
Mstep: Class 33 contains 8162 members 
Mstep: Class 34 contains 13797 members 
Mstep: Class 35 contains 2404 members 
Mstep: Class 36 contains 11704 members 
Mstep: Class 37 contains 3920 members 
Mstep: Class 38 contains 10164 members 
Mstep: Class 39 contains 38157 members 
Mstep: Class 40 contains 18717 members 
Mstep: Class 41 contains 1394 members 
Mstep: Class 42 contains 24690 members 
Mstep: Class 43 contains 4317 members 
Mstep: Class 44 contains 3286 members 
Mstep: Class 45 contains 4544 members 
Mstep: Class 46 contains 4137 members 
Mstep: Class 47 contains 25816 members 
Mstep: Class 48 contains 818 members 
Mstep: Class 49 contains 3215 members 
Mstep: Class 50 contains 22294 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100307616.000000 Penalty: 110644.859375
Iteration 245Q: 51 clusters Score -1.003076e+08 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 47718 members 
Mstep: Class 2 contains 5052 members 
Mstep: Class 3 contains 2099 members 
Mstep: Class 4 contains 3292 members 
Mstep: Class 5 contains 14515 members 
Mstep: Class 6 contains 1276 members 
Mstep: Class 7 contains 476 members 
Mstep: Class 8 contains 10056 members 
Mstep: Class 9 contains 25434 members 
Mstep: Class 10 contains 33106 members 
Mstep: Class 11 contains 2161 members 
Mstep: Class 12 contains 73138 members 
Mstep: Class 13 contains 18152 members 
Mstep: Class 14 contains 146788 members 
Mstep: Class 15 contains 2477 members 
Mstep: Class 16 contains 17967 members 
Mstep: Class 17 contains 9570 members 
Mstep: Class 18 contains 20855 members 
Mstep: Class 19 contains 34794 members 
Mstep: Class 20 contains 5743 members 
Mstep: Class 21 contains 11882 members 
Mstep: Class 22 contains 3014 members 
Mstep: Class 23 contains 21841 members 
Mstep: Class 24 contains 39366 members 
Mstep: Class 25 contains 7909 members 
Mstep: Class 26 contains 3870 members 
Mstep: Class 27 contains 2335 members 
Mstep: Class 28 contains 23634 members 
Mstep: Class 29 contains 408 members 
Mstep: Class 30 contains 3806 members 
Mstep: Class 31 contains 12571 members 
Mstep: Class 32 contains 13738 members 
Mstep: Class 33 contains 8162 members 
Mstep: Class 34 contains 13797 members 
Mstep: Class 35 contains 2404 members 
Mstep: Class 36 contains 11704 members 
Mstep: Class 37 contains 3921 members 
Mstep: Class 38 contains 10161 members 
Mstep: Class 39 contains 38157 members 
Mstep: Class 40 contains 18719 members 
Mstep: Class 41 contains 1394 members 
Mstep: Class 42 contains 24692 members 
Mstep: Class 43 contains 4317 members 
Mstep: Class 44 contains 3286 members 
Mstep: Class 45 contains 4544 members 
Mstep: Class 46 contains 4137 members 
Mstep: Class 47 contains 25816 members 
Mstep: Class 48 contains 818 members 
Mstep: Class 49 contains 3215 members 
Mstep: Class 50 contains 22294 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100307600.000000 Penalty: 110644.859375
Iteration 246Q: 51 clusters Score -1.003076e+08 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 47719 members 
Mstep: Class 2 contains 5052 members 
Mstep: Class 3 contains 2099 members 
Mstep: Class 4 contains 3292 members 
Mstep: Class 5 contains 14515 members 
Mstep: Class 6 contains 1277 members 
Mstep: Class 7 contains 476 members 
Mstep: Class 8 contains 10060 members 
Mstep: Class 9 contains 25438 members 
Mstep: Class 10 contains 33106 members 
Mstep: Class 11 contains 2161 members 
Mstep: Class 12 contains 73133 members 
Mstep: Class 13 contains 18152 members 
Mstep: Class 14 contains 146786 members 
Mstep: Class 15 contains 2477 members 
Mstep: Class 16 contains 17968 members 
Mstep: Class 17 contains 9566 members 
Mstep: Class 18 contains 20857 members 
Mstep: Class 19 contains 34793 members 
Mstep: Class 20 contains 5743 members 
Mstep: Class 21 contains 11882 members 
Mstep: Class 22 contains 3012 members 
Mstep: Class 23 contains 21839 members 
Mstep: Class 24 contains 39368 members 
Mstep: Class 25 contains 7909 members 
Mstep: Class 26 contains 3869 members 
Mstep: Class 27 contains 2335 members 
Mstep: Class 28 contains 23634 members 
Mstep: Class 29 contains 408 members 
Mstep: Class 30 contains 3806 members 
Mstep: Class 31 contains 12571 members 
Mstep: Class 32 contains 13737 members 
Mstep: Class 33 contains 8162 members 
Mstep: Class 34 contains 13797 members 
Mstep: Class 35 contains 2404 members 
Mstep: Class 36 contains 11704 members 
Mstep: Class 37 contains 3923 members 
Mstep: Class 38 contains 10162 members 
Mstep: Class 39 contains 38156 members 
Mstep: Class 40 contains 18721 members 
Mstep: Class 41 contains 1394 members 
Mstep: Class 42 contains 24692 members 
Mstep: Class 43 contains 4317 members 
Mstep: Class 44 contains 3286 members 
Mstep: Class 45 contains 4544 members 
Mstep: Class 46 contains 4137 members 
Mstep: Class 47 contains 25814 members 
Mstep: Class 48 contains 818 members 
Mstep: Class 49 contains 3215 members 
Mstep: Class 50 contains 22295 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100307616.000000 Penalty: 110644.859375
Iteration 247Q: 51 clusters Score -1.003076e+08 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 47719 members 
Mstep: Class 2 contains 5052 members 
Mstep: Class 3 contains 2099 members 
Mstep: Class 4 contains 3292 members 
Mstep: Class 5 contains 14516 members 
Mstep: Class 6 contains 1277 members 
Mstep: Class 7 contains 476 members 
Mstep: Class 8 contains 10068 members 
Mstep: Class 9 contains 25440 members 
Mstep: Class 10 contains 33107 members 
Mstep: Class 11 contains 2161 members 
Mstep: Class 12 contains 73129 members 
Mstep: Class 13 contains 18152 members 
Mstep: Class 14 contains 146786 members 
Mstep: Class 15 contains 2477 members 
Mstep: Class 16 contains 17968 members 
Mstep: Class 17 contains 9564 members 
Mstep: Class 18 contains 20857 members 
Mstep: Class 19 contains 34791 members 
Mstep: Class 20 contains 5743 members 
Mstep: Class 21 contains 11882 members 
Mstep: Class 22 contains 3014 members 
Mstep: Class 23 contains 21839 members 
Mstep: Class 24 contains 39368 members 
Mstep: Class 25 contains 7909 members 
Mstep: Class 26 contains 3869 members 
Mstep: Class 27 contains 2335 members 
Mstep: Class 28 contains 23633 members 
Mstep: Class 29 contains 408 members 
Mstep: Class 30 contains 3805 members 
Mstep: Class 31 contains 12571 members 
Mstep: Class 32 contains 13736 members 
Mstep: Class 33 contains 8162 members 
Mstep: Class 34 contains 13797 members 
Mstep: Class 35 contains 2404 members 
Mstep: Class 36 contains 11704 members 
Mstep: Class 37 contains 3923 members 
Mstep: Class 38 contains 10156 members 
Mstep: Class 39 contains 38156 members 
Mstep: Class 40 contains 18723 members 
Mstep: Class 41 contains 1394 members 
Mstep: Class 42 contains 24692 members 
Mstep: Class 43 contains 4317 members 
Mstep: Class 44 contains 3286 members 
Mstep: Class 45 contains 4544 members 
Mstep: Class 46 contains 4138 members 
Mstep: Class 47 contains 25814 members 
Mstep: Class 48 contains 818 members 
Mstep: Class 49 contains 3215 members 
Mstep: Class 50 contains 22295 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100307576.000000 Penalty: 110644.859375
Iteration 248Q: 51 clusters Score -1.003076e+08 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 47719 members 
Mstep: Class 2 contains 5053 members 
Mstep: Class 3 contains 2099 members 
Mstep: Class 4 contains 3292 members 
Mstep: Class 5 contains 14516 members 
Mstep: Class 6 contains 1277 members 
Mstep: Class 7 contains 476 members 
Mstep: Class 8 contains 10073 members 
Mstep: Class 9 contains 25444 members 
Mstep: Class 10 contains 33107 members 
Mstep: Class 11 contains 2161 members 
Mstep: Class 12 contains 73127 members 
Mstep: Class 13 contains 18152 members 
Mstep: Class 14 contains 146785 members 
Mstep: Class 15 contains 2477 members 
Mstep: Class 16 contains 17968 members 
Mstep: Class 17 contains 9563 members 
Mstep: Class 18 contains 20856 members 
Mstep: Class 19 contains 34789 members 
Mstep: Class 20 contains 5743 members 
Mstep: Class 21 contains 11883 members 
Mstep: Class 22 contains 3010 members 
Mstep: Class 23 contains 21839 members 
Mstep: Class 24 contains 39370 members 
Mstep: Class 25 contains 7909 members 
Mstep: Class 26 contains 3869 members 
Mstep: Class 27 contains 2335 members 
Mstep: Class 28 contains 23632 members 
Mstep: Class 29 contains 408 members 
Mstep: Class 30 contains 3805 members 
Mstep: Class 31 contains 12571 members 
Mstep: Class 32 contains 13736 members 
Mstep: Class 33 contains 8162 members 
Mstep: Class 34 contains 13798 members 
Mstep: Class 35 contains 2404 members 
Mstep: Class 36 contains 11704 members 
Mstep: Class 37 contains 3924 members 
Mstep: Class 38 contains 10151 members 
Mstep: Class 39 contains 38156 members 
Mstep: Class 40 contains 18722 members 
Mstep: Class 41 contains 1394 members 
Mstep: Class 42 contains 24693 members 
Mstep: Class 43 contains 4317 members 
Mstep: Class 44 contains 3286 members 
Mstep: Class 45 contains 4544 members 
Mstep: Class 46 contains 4140 members 
Mstep: Class 47 contains 25814 members 
Mstep: Class 48 contains 818 members 
Mstep: Class 49 contains 3215 members 
Mstep: Class 50 contains 22295 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100307656.000000 Penalty: 110644.859375
Iteration 249Q: 51 clusters Score -1.003077e+08 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 47719 members 
Mstep: Class 2 contains 5055 members 
Mstep: Class 3 contains 2099 members 
Mstep: Class 4 contains 3292 members 
Mstep: Class 5 contains 14516 members 
Mstep: Class 6 contains 1278 members 
Mstep: Class 7 contains 476 members 
Mstep: Class 8 contains 10084 members 
Mstep: Class 9 contains 25442 members 
Mstep: Class 10 contains 33104 members 
Mstep: Class 11 contains 2161 members 
Mstep: Class 12 contains 73125 members 
Mstep: Class 13 contains 18151 members 
Mstep: Class 14 contains 146786 members 
Mstep: Class 15 contains 2477 members 
Mstep: Class 16 contains 17969 members 
Mstep: Class 17 contains 9563 members 
Mstep: Class 18 contains 20855 members 
Mstep: Class 19 contains 34786 members 
Mstep: Class 20 contains 5743 members 
Mstep: Class 21 contains 11883 members 
Mstep: Class 22 contains 3005 members 
Mstep: Class 23 contains 21838 members 
Mstep: Class 24 contains 39369 members 
Mstep: Class 25 contains 7909 members 
Mstep: Class 26 contains 3869 members 
Mstep: Class 27 contains 2335 members 
Mstep: Class 28 contains 23632 members 
Mstep: Class 29 contains 408 members 
Mstep: Class 30 contains 3804 members 
Mstep: Class 31 contains 12571 members 
Mstep: Class 32 contains 13735 members 
Mstep: Class 33 contains 8162 members 
Mstep: Class 34 contains 13798 members 
Mstep: Class 35 contains 2404 members 
Mstep: Class 36 contains 11704 members 
Mstep: Class 37 contains 3924 members 
Mstep: Class 38 contains 10149 members 
Mstep: Class 39 contains 38157 members 
Mstep: Class 40 contains 18725 members 
Mstep: Class 41 contains 1394 members 
Mstep: Class 42 contains 24694 members 
Mstep: Class 43 contains 4317 members 
Mstep: Class 44 contains 3286 members 
Mstep: Class 45 contains 4545 members 
Mstep: Class 46 contains 4142 members 
Mstep: Class 47 contains 25814 members 
Mstep: Class 48 contains 818 members 
Mstep: Class 49 contains 3215 members 
Mstep: Class 50 contains 22294 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100307600.000000 Penalty: 110644.859375
Iteration 250Q: 51 clusters Score -1.003076e+08 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 47721 members 
Mstep: Class 2 contains 5055 members 
Mstep: Class 3 contains 2099 members 
Mstep: Class 4 contains 3292 members 
Mstep: Class 5 contains 14517 members 
Mstep: Class 6 contains 1279 members 
Mstep: Class 7 contains 476 members 
Mstep: Class 8 contains 10091 members 
Mstep: Class 9 contains 25443 members 
Mstep: Class 10 contains 33101 members 
Mstep: Class 11 contains 2161 members 
Mstep: Class 12 contains 73120 members 
Mstep: Class 13 contains 18151 members 
Mstep: Class 14 contains 146785 members 
Mstep: Class 15 contains 2477 members 
Mstep: Class 16 contains 17970 members 
Mstep: Class 17 contains 9562 members 
Mstep: Class 18 contains 20856 members 
Mstep: Class 19 contains 34783 members 
Mstep: Class 20 contains 5743 members 
Mstep: Class 21 contains 11885 members 
Mstep: Class 22 contains 3002 members 
Mstep: Class 23 contains 21838 members 
Mstep: Class 24 contains 39367 members 
Mstep: Class 25 contains 7909 members 
Mstep: Class 26 contains 3869 members 
Mstep: Class 27 contains 2335 members 
Mstep: Class 28 contains 23633 members 
Mstep: Class 29 contains 408 members 
Mstep: Class 30 contains 3804 members 
Mstep: Class 31 contains 12571 members 
Mstep: Class 32 contains 13734 members 
Mstep: Class 33 contains 8162 members 
Mstep: Class 34 contains 13798 members 
Mstep: Class 35 contains 2404 members 
Mstep: Class 36 contains 11704 members 
Mstep: Class 37 contains 3923 members 
Mstep: Class 38 contains 10146 members 
Mstep: Class 39 contains 38158 members 
Mstep: Class 40 contains 18727 members 
Mstep: Class 41 contains 1394 members 
Mstep: Class 42 contains 24695 members 
Mstep: Class 43 contains 4317 members 
Mstep: Class 44 contains 3286 members 
Mstep: Class 45 contains 4545 members 
Mstep: Class 46 contains 4144 members 
Mstep: Class 47 contains 25814 members 
Mstep: Class 48 contains 818 members 
Mstep: Class 49 contains 3215 members 
Mstep: Class 50 contains 22294 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100307592.000000 Penalty: 110644.859375
Iteration 251Q: 51 clusters Score -1.003076e+08 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 47719 members 
Mstep: Class 2 contains 5055 members 
Mstep: Class 3 contains 2099 members 
Mstep: Class 4 contains 3292 members 
Mstep: Class 5 contains 14517 members 
Mstep: Class 6 contains 1279 members 
Mstep: Class 7 contains 476 members 
Mstep: Class 8 contains 10104 members 
Mstep: Class 9 contains 25443 members 
Mstep: Class 10 contains 33100 members 
Mstep: Class 11 contains 2161 members 
Mstep: Class 12 contains 73117 members 
Mstep: Class 13 contains 18150 members 
Mstep: Class 14 contains 146783 members 
Mstep: Class 15 contains 2477 members 
Mstep: Class 16 contains 17971 members 
Mstep: Class 17 contains 9561 members 
Mstep: Class 18 contains 20859 members 
Mstep: Class 19 contains 34781 members 
Mstep: Class 20 contains 5743 members 
Mstep: Class 21 contains 11888 members 
Mstep: Class 22 contains 2999 members 
Mstep: Class 23 contains 21838 members 
Mstep: Class 24 contains 39363 members 
Mstep: Class 25 contains 7909 members 
Mstep: Class 26 contains 3868 members 
Mstep: Class 27 contains 2336 members 
Mstep: Class 28 contains 23631 members 
Mstep: Class 29 contains 408 members 
Mstep: Class 30 contains 3803 members 
Mstep: Class 31 contains 12571 members 
Mstep: Class 32 contains 13732 members 
Mstep: Class 33 contains 8162 members 
Mstep: Class 34 contains 13798 members 
Mstep: Class 35 contains 2404 members 
Mstep: Class 36 contains 11704 members 
Mstep: Class 37 contains 3923 members 
Mstep: Class 38 contains 10141 members 
Mstep: Class 39 contains 38160 members 
Mstep: Class 40 contains 18731 members 
Mstep: Class 41 contains 1394 members 
Mstep: Class 42 contains 24698 members 
Mstep: Class 43 contains 4317 members 
Mstep: Class 44 contains 3286 members 
Mstep: Class 45 contains 4545 members 
Mstep: Class 46 contains 4145 members 
Mstep: Class 47 contains 25814 members 
Mstep: Class 48 contains 818 members 
Mstep: Class 49 contains 3215 members 
Mstep: Class 50 contains 22293 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100307576.000000 Penalty: 110644.859375
Iteration 252Q: 51 clusters Score -1.003076e+08 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 47718 members 
Mstep: Class 2 contains 5055 members 
Mstep: Class 3 contains 2099 members 
Mstep: Class 4 contains 3292 members 
Mstep: Class 5 contains 14517 members 
Mstep: Class 6 contains 1279 members 
Mstep: Class 7 contains 476 members 
Mstep: Class 8 contains 10111 members 
Mstep: Class 9 contains 25443 members 
Mstep: Class 10 contains 33099 members 
Mstep: Class 11 contains 2161 members 
Mstep: Class 12 contains 73113 members 
Mstep: Class 13 contains 18149 members 
Mstep: Class 14 contains 146785 members 
Mstep: Class 15 contains 2477 members 
Mstep: Class 16 contains 17972 members 
Mstep: Class 17 contains 9559 members 
Mstep: Class 18 contains 20863 members 
Mstep: Class 19 contains 34780 members 
Mstep: Class 20 contains 5743 members 
Mstep: Class 21 contains 11888 members 
Mstep: Class 22 contains 3002 members 
Mstep: Class 23 contains 21839 members 
Mstep: Class 24 contains 39363 members 
Mstep: Class 25 contains 7909 members 
Mstep: Class 26 contains 3868 members 
Mstep: Class 27 contains 2336 members 
Mstep: Class 28 contains 23630 members 
Mstep: Class 29 contains 408 members 
Mstep: Class 30 contains 3803 members 
Mstep: Class 31 contains 12571 members 
Mstep: Class 32 contains 13724 members 
Mstep: Class 33 contains 8162 members 
Mstep: Class 34 contains 13798 members 
Mstep: Class 35 contains 2404 members 
Mstep: Class 36 contains 11704 members 
Mstep: Class 37 contains 3923 members 
Mstep: Class 38 contains 10139 members 
Mstep: Class 39 contains 38162 members 
Mstep: Class 40 contains 18730 members 
Mstep: Class 41 contains 1394 members 
Mstep: Class 42 contains 24701 members 
Mstep: Class 43 contains 4317 members 
Mstep: Class 44 contains 3286 members 
Mstep: Class 45 contains 4545 members 
Mstep: Class 46 contains 4145 members 
Mstep: Class 47 contains 25814 members 
Mstep: Class 48 contains 818 members 
Mstep: Class 49 contains 3215 members 
Mstep: Class 50 contains 22292 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100307696.000000 Penalty: 110644.859375
Iteration 253Q: 51 clusters Score -1.003077e+08 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 47717 members 
Mstep: Class 2 contains 5055 members 
Mstep: Class 3 contains 2099 members 
Mstep: Class 4 contains 3292 members 
Mstep: Class 5 contains 14517 members 
Mstep: Class 6 contains 1279 members 
Mstep: Class 7 contains 476 members 
Mstep: Class 8 contains 10111 members 
Mstep: Class 9 contains 25445 members 
Mstep: Class 10 contains 33100 members 
Mstep: Class 11 contains 2161 members 
Mstep: Class 12 contains 73111 members 
Mstep: Class 13 contains 18148 members 
Mstep: Class 14 contains 146787 members 
Mstep: Class 15 contains 2477 members 
Mstep: Class 16 contains 17972 members 
Mstep: Class 17 contains 9558 members 
Mstep: Class 18 contains 20866 members 
Mstep: Class 19 contains 34780 members 
Mstep: Class 20 contains 5743 members 
Mstep: Class 21 contains 11888 members 
Mstep: Class 22 contains 3001 members 
Mstep: Class 23 contains 21837 members 
Mstep: Class 24 contains 39363 members 
Mstep: Class 25 contains 7909 members 
Mstep: Class 26 contains 3868 members 
Mstep: Class 27 contains 2336 members 
Mstep: Class 28 contains 23629 members 
Mstep: Class 29 contains 408 members 
Mstep: Class 30 contains 3803 members 
Mstep: Class 31 contains 12571 members 
Mstep: Class 32 contains 13723 members 
Mstep: Class 33 contains 8162 members 
Mstep: Class 34 contains 13799 members 
Mstep: Class 35 contains 2404 members 
Mstep: Class 36 contains 11704 members 
Mstep: Class 37 contains 3923 members 
Mstep: Class 38 contains 10139 members 
Mstep: Class 39 contains 38161 members 
Mstep: Class 40 contains 18731 members 
Mstep: Class 41 contains 1393 members 
Mstep: Class 42 contains 24703 members 
Mstep: Class 43 contains 4316 members 
Mstep: Class 44 contains 3286 members 
Mstep: Class 45 contains 4545 members 
Mstep: Class 46 contains 4145 members 
Mstep: Class 47 contains 25814 members 
Mstep: Class 48 contains 818 members 
Mstep: Class 49 contains 3215 members 
Mstep: Class 50 contains 22293 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100307656.000000 Penalty: 110644.859375
Iteration 254Q: 51 clusters Score -1.003077e+08 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 47718 members 
Mstep: Class 2 contains 5055 members 
Mstep: Class 3 contains 2099 members 
Mstep: Class 4 contains 3292 members 
Mstep: Class 5 contains 14517 members 
Mstep: Class 6 contains 1279 members 
Mstep: Class 7 contains 476 members 
Mstep: Class 8 contains 10115 members 
Mstep: Class 9 contains 25446 members 
Mstep: Class 10 contains 33099 members 
Mstep: Class 11 contains 2161 members 
Mstep: Class 12 contains 73109 members 
Mstep: Class 13 contains 18147 members 
Mstep: Class 14 contains 146788 members 
Mstep: Class 15 contains 2477 members 
Mstep: Class 16 contains 17972 members 
Mstep: Class 17 contains 9557 members 
Mstep: Class 18 contains 20868 members 
Mstep: Class 19 contains 34780 members 
Mstep: Class 20 contains 5743 members 
Mstep: Class 21 contains 11889 members 
Mstep: Class 22 contains 3000 members 
Mstep: Class 23 contains 21836 members 
Mstep: Class 24 contains 39361 members 
Mstep: Class 25 contains 7909 members 
Mstep: Class 26 contains 3868 members 
Mstep: Class 27 contains 2336 members 
Mstep: Class 28 contains 23631 members 
Mstep: Class 29 contains 408 members 
Mstep: Class 30 contains 3802 members 
Mstep: Class 31 contains 12571 members 
Mstep: Class 32 contains 13719 members 
Mstep: Class 33 contains 8162 members 
Mstep: Class 34 contains 13800 members 
Mstep: Class 35 contains 2404 members 
Mstep: Class 36 contains 11704 members 
Mstep: Class 37 contains 3925 members 
Mstep: Class 38 contains 10139 members 
Mstep: Class 39 contains 38160 members 
Mstep: Class 40 contains 18733 members 
Mstep: Class 41 contains 1390 members 
Mstep: Class 42 contains 24703 members 
Mstep: Class 43 contains 4316 members 
Mstep: Class 44 contains 3286 members 
Mstep: Class 45 contains 4545 members 
Mstep: Class 46 contains 4145 members 
Mstep: Class 47 contains 25814 members 
Mstep: Class 48 contains 818 members 
Mstep: Class 49 contains 3215 members 
Mstep: Class 50 contains 22294 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100307720.000000 Penalty: 110644.859375
Iteration 255Q: 51 clusters Score -1.003077e+08 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 47716 members 
Mstep: Class 2 contains 5055 members 
Mstep: Class 3 contains 2099 members 
Mstep: Class 4 contains 3292 members 
Mstep: Class 5 contains 14517 members 
Mstep: Class 6 contains 1279 members 
Mstep: Class 7 contains 476 members 
Mstep: Class 8 contains 10120 members 
Mstep: Class 9 contains 25452 members 
Mstep: Class 10 contains 33099 members 
Mstep: Class 11 contains 2161 members 
Mstep: Class 12 contains 73109 members 
Mstep: Class 13 contains 18146 members 
Mstep: Class 14 contains 146788 members 
Mstep: Class 15 contains 2477 members 
Mstep: Class 16 contains 17972 members 
Mstep: Class 17 contains 9556 members 
Mstep: Class 18 contains 20866 members 
Mstep: Class 19 contains 34780 members 
Mstep: Class 20 contains 5743 members 
Mstep: Class 21 contains 11888 members 
Mstep: Class 22 contains 2998 members 
Mstep: Class 23 contains 21835 members 
Mstep: Class 24 contains 39360 members 
Mstep: Class 25 contains 7909 members 
Mstep: Class 26 contains 3868 members 
Mstep: Class 27 contains 2336 members 
Mstep: Class 28 contains 23628 members 
Mstep: Class 29 contains 408 members 
Mstep: Class 30 contains 3802 members 
Mstep: Class 31 contains 12571 members 
Mstep: Class 32 contains 13717 members 
Mstep: Class 33 contains 8162 members 
Mstep: Class 34 contains 13800 members 
Mstep: Class 35 contains 2404 members 
Mstep: Class 36 contains 11704 members 
Mstep: Class 37 contains 3926 members 
Mstep: Class 38 contains 10140 members 
Mstep: Class 39 contains 38165 members 
Mstep: Class 40 contains 18731 members 
Mstep: Class 41 contains 1389 members 
Mstep: Class 42 contains 24704 members 
Mstep: Class 43 contains 4316 members 
Mstep: Class 44 contains 3286 members 
Mstep: Class 45 contains 4545 members 
Mstep: Class 46 contains 4145 members 
Mstep: Class 47 contains 25814 members 
Mstep: Class 48 contains 818 members 
Mstep: Class 49 contains 3215 members 
Mstep: Class 50 contains 22294 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100307696.000000 Penalty: 110644.859375
Iteration 256Q: 51 clusters Score -1.003077e+08 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 47716 members 
Mstep: Class 2 contains 5055 members 
Mstep: Class 3 contains 2099 members 
Mstep: Class 4 contains 3292 members 
Mstep: Class 5 contains 14517 members 
Mstep: Class 6 contains 1279 members 
Mstep: Class 7 contains 476 members 
Mstep: Class 8 contains 10126 members 
Mstep: Class 9 contains 25454 members 
Mstep: Class 10 contains 33097 members 
Mstep: Class 11 contains 2161 members 
Mstep: Class 12 contains 73109 members 
Mstep: Class 13 contains 18146 members 
Mstep: Class 14 contains 146788 members 
Mstep: Class 15 contains 2477 members 
Mstep: Class 16 contains 17972 members 
Mstep: Class 17 contains 9555 members 
Mstep: Class 18 contains 20865 members 
Mstep: Class 19 contains 34777 members 
Mstep: Class 20 contains 5743 members 
Mstep: Class 21 contains 11888 members 
Mstep: Class 22 contains 2997 members 
Mstep: Class 23 contains 21836 members 
Mstep: Class 24 contains 39359 members 
Mstep: Class 25 contains 7910 members 
Mstep: Class 26 contains 3868 members 
Mstep: Class 27 contains 2336 members 
Mstep: Class 28 contains 23625 members 
Mstep: Class 29 contains 408 members 
Mstep: Class 30 contains 3802 members 
Mstep: Class 31 contains 12571 members 
Mstep: Class 32 contains 13714 members 
Mstep: Class 33 contains 8162 members 
Mstep: Class 34 contains 13800 members 
Mstep: Class 35 contains 2404 members 
Mstep: Class 36 contains 11704 members 
Mstep: Class 37 contains 3927 members 
Mstep: Class 38 contains 10139 members 
Mstep: Class 39 contains 38168 members 
Mstep: Class 40 contains 18732 members 
Mstep: Class 41 contains 1388 members 
Mstep: Class 42 contains 24704 members 
Mstep: Class 43 contains 4316 members 
Mstep: Class 44 contains 3286 members 
Mstep: Class 45 contains 4545 members 
Mstep: Class 46 contains 4145 members 
Mstep: Class 47 contains 25815 members 
Mstep: Class 48 contains 818 members 
Mstep: Class 49 contains 3215 members 
Mstep: Class 50 contains 22295 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100307688.000000 Penalty: 110644.859375
Iteration 257Q: 51 clusters Score -1.003077e+08 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 47715 members 
Mstep: Class 2 contains 5055 members 
Mstep: Class 3 contains 2098 members 
Mstep: Class 4 contains 3292 members 
Mstep: Class 5 contains 14517 members 
Mstep: Class 6 contains 1279 members 
Mstep: Class 7 contains 476 members 
Mstep: Class 8 contains 10129 members 
Mstep: Class 9 contains 25456 members 
Mstep: Class 10 contains 33095 members 
Mstep: Class 11 contains 2161 members 
Mstep: Class 12 contains 73109 members 
Mstep: Class 13 contains 18146 members 
Mstep: Class 14 contains 146788 members 
Mstep: Class 15 contains 2477 members 
Mstep: Class 16 contains 17972 members 
Mstep: Class 17 contains 9554 members 
Mstep: Class 18 contains 20863 members 
Mstep: Class 19 contains 34777 members 
Mstep: Class 20 contains 5743 members 
Mstep: Class 21 contains 11887 members 
Mstep: Class 22 contains 2997 members 
Mstep: Class 23 contains 21836 members 
Mstep: Class 24 contains 39359 members 
Mstep: Class 25 contains 7910 members 
Mstep: Class 26 contains 3868 members 
Mstep: Class 27 contains 2336 members 
Mstep: Class 28 contains 23625 members 
Mstep: Class 29 contains 408 members 
Mstep: Class 30 contains 3801 members 
Mstep: Class 31 contains 12571 members 
Mstep: Class 32 contains 13711 members 
Mstep: Class 33 contains 8162 members 
Mstep: Class 34 contains 13800 members 
Mstep: Class 35 contains 2404 members 
Mstep: Class 36 contains 11704 members 
Mstep: Class 37 contains 3930 members 
Mstep: Class 38 contains 10140 members 
Mstep: Class 39 contains 38170 members 
Mstep: Class 40 contains 18734 members 
Mstep: Class 41 contains 1388 members 
Mstep: Class 42 contains 24704 members 
Mstep: Class 43 contains 4316 members 
Mstep: Class 44 contains 3286 members 
Mstep: Class 45 contains 4545 members 
Mstep: Class 46 contains 4145 members 
Mstep: Class 47 contains 25814 members 
Mstep: Class 48 contains 818 members 
Mstep: Class 49 contains 3215 members 
Mstep: Class 50 contains 22295 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100307712.000000 Penalty: 110644.859375
Iteration 258Q: 51 clusters Score -1.003077e+08 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 47714 members 
Mstep: Class 2 contains 5055 members 
Mstep: Class 3 contains 2097 members 
Mstep: Class 4 contains 3292 members 
Mstep: Class 5 contains 14517 members 
Mstep: Class 6 contains 1279 members 
Mstep: Class 7 contains 476 members 
Mstep: Class 8 contains 10137 members 
Mstep: Class 9 contains 25458 members 
Mstep: Class 10 contains 33094 members 
Mstep: Class 11 contains 2161 members 
Mstep: Class 12 contains 73107 members 
Mstep: Class 13 contains 18146 members 
Mstep: Class 14 contains 146789 members 
Mstep: Class 15 contains 2477 members 
Mstep: Class 16 contains 17972 members 
Mstep: Class 17 contains 9554 members 
Mstep: Class 18 contains 20865 members 
Mstep: Class 19 contains 34773 members 
Mstep: Class 20 contains 5743 members 
Mstep: Class 21 contains 11886 members 
Mstep: Class 22 contains 2995 members 
Mstep: Class 23 contains 21835 members 
Mstep: Class 24 contains 39359 members 
Mstep: Class 25 contains 7911 members 
Mstep: Class 26 contains 3868 members 
Mstep: Class 27 contains 2336 members 
Mstep: Class 28 contains 23624 members 
Mstep: Class 29 contains 408 members 
Mstep: Class 30 contains 3801 members 
Mstep: Class 31 contains 12571 members 
Mstep: Class 32 contains 13710 members 
Mstep: Class 33 contains 8162 members 
Mstep: Class 34 contains 13800 members 
Mstep: Class 35 contains 2404 members 
Mstep: Class 36 contains 11704 members 
Mstep: Class 37 contains 3930 members 
Mstep: Class 38 contains 10142 members 
Mstep: Class 39 contains 38170 members 
Mstep: Class 40 contains 18734 members 
Mstep: Class 41 contains 1388 members 
Mstep: Class 42 contains 24704 members 
Mstep: Class 43 contains 4315 members 
Mstep: Class 44 contains 3286 members 
Mstep: Class 45 contains 4545 members 
Mstep: Class 46 contains 4145 members 
Mstep: Class 47 contains 25814 members 
Mstep: Class 48 contains 818 members 
Mstep: Class 49 contains 3215 members 
Mstep: Class 50 contains 22295 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100307672.000000 Penalty: 110644.859375
Iteration 259Q: 51 clusters Score -1.003077e+08 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 47713 members 
Mstep: Class 2 contains 5055 members 
Mstep: Class 3 contains 2096 members 
Mstep: Class 4 contains 3292 members 
Mstep: Class 5 contains 14517 members 
Mstep: Class 6 contains 1279 members 
Mstep: Class 7 contains 476 members 
Mstep: Class 8 contains 10141 members 
Mstep: Class 9 contains 25460 members 
Mstep: Class 10 contains 33093 members 
Mstep: Class 11 contains 2161 members 
Mstep: Class 12 contains 73107 members 
Mstep: Class 13 contains 18146 members 
Mstep: Class 14 contains 146791 members 
Mstep: Class 15 contains 2477 members 
Mstep: Class 16 contains 17972 members 
Mstep: Class 17 contains 9554 members 
Mstep: Class 18 contains 20867 members 
Mstep: Class 19 contains 34771 members 
Mstep: Class 20 contains 5743 members 
Mstep: Class 21 contains 11887 members 
Mstep: Class 22 contains 2992 members 
Mstep: Class 23 contains 21837 members 
Mstep: Class 24 contains 39361 members 
Mstep: Class 25 contains 7910 members 
Mstep: Class 26 contains 3868 members 
Mstep: Class 27 contains 2336 members 
Mstep: Class 28 contains 23622 members 
Mstep: Class 29 contains 408 members 
Mstep: Class 30 contains 3801 members 
Mstep: Class 31 contains 12571 members 
Mstep: Class 32 contains 13707 members 
Mstep: Class 33 contains 8162 members 
Mstep: Class 34 contains 13800 members 
Mstep: Class 35 contains 2404 members 
Mstep: Class 36 contains 11704 members 
Mstep: Class 37 contains 3931 members 
Mstep: Class 38 contains 10139 members 
Mstep: Class 39 contains 38169 members 
Mstep: Class 40 contains 18734 members 
Mstep: Class 41 contains 1388 members 
Mstep: Class 42 contains 24704 members 
Mstep: Class 43 contains 4315 members 
Mstep: Class 44 contains 3286 members 
Mstep: Class 45 contains 4545 members 
Mstep: Class 46 contains 4146 members 
Mstep: Class 47 contains 25814 members 
Mstep: Class 48 contains 818 members 
Mstep: Class 49 contains 3215 members 
Mstep: Class 50 contains 22296 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100307680.000000 Penalty: 110644.859375
Iteration 260F: 51 clusters Score -1.003077e+08 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 47712 members 
Mstep: Class 2 contains 5055 members 
Mstep: Class 3 contains 2094 members 
Mstep: Class 4 contains 3292 members 
Mstep: Class 5 contains 14517 members 
Mstep: Class 6 contains 1279 members 
Mstep: Class 7 contains 476 members 
Mstep: Class 8 contains 10144 members 
Mstep: Class 9 contains 25460 members 
Mstep: Class 10 contains 33095 members 
Mstep: Class 11 contains 2161 members 
Mstep: Class 12 contains 73110 members 
Mstep: Class 13 contains 18146 members 
Mstep: Class 14 contains 146792 members 
Mstep: Class 15 contains 2477 members 
Mstep: Class 16 contains 17972 members 
Mstep: Class 17 contains 9554 members 
Mstep: Class 18 contains 20869 members 
Mstep: Class 19 contains 34767 members 
Mstep: Class 20 contains 5743 members 
Mstep: Class 21 contains 11890 members 
Mstep: Class 22 contains 2992 members 
Mstep: Class 23 contains 21838 members 
Mstep: Class 24 contains 39363 members 
Mstep: Class 25 contains 7911 members 
Mstep: Class 26 contains 3868 members 
Mstep: Class 27 contains 2335 members 
Mstep: Class 28 contains 23621 members 
Mstep: Class 29 contains 408 members 
Mstep: Class 30 contains 3801 members 
Mstep: Class 31 contains 12571 members 
Mstep: Class 32 contains 13705 members 
Mstep: Class 33 contains 8162 members 
Mstep: Class 34 contains 13800 members 
Mstep: Class 35 contains 2404 members 
Mstep: Class 36 contains 11705 members 
Mstep: Class 37 contains 3931 members 
Mstep: Class 38 contains 10133 members 
Mstep: Class 39 contains 38167 members 
Mstep: Class 40 contains 18735 members 
Mstep: Class 41 contains 1388 members 
Mstep: Class 42 contains 24703 members 
Mstep: Class 43 contains 4315 members 
Mstep: Class 44 contains 3286 members 
Mstep: Class 45 contains 4545 members 
Mstep: Class 46 contains 4145 members 
Mstep: Class 47 contains 25814 members 
Mstep: Class 48 contains 818 members 
Mstep: Class 49 contains 3216 members 
Mstep: Class 50 contains 22296 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100307632.000000 Penalty: 110644.859375
Iteration 261Q: 51 clusters Score -1.003076e+08 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 47712 members 
Mstep: Class 2 contains 5055 members 
Mstep: Class 3 contains 2092 members 
Mstep: Class 4 contains 3293 members 
Mstep: Class 5 contains 14517 members 
Mstep: Class 6 contains 1279 members 
Mstep: Class 7 contains 476 members 
Mstep: Class 8 contains 10144 members 
Mstep: Class 9 contains 25464 members 
Mstep: Class 10 contains 33097 members 
Mstep: Class 11 contains 2161 members 
Mstep: Class 12 contains 73110 members 
Mstep: Class 13 contains 18146 members 
Mstep: Class 14 contains 146791 members 
Mstep: Class 15 contains 2477 members 
Mstep: Class 16 contains 17972 members 
Mstep: Class 17 contains 9552 members 
Mstep: Class 18 contains 20870 members 
Mstep: Class 19 contains 34764 members 
Mstep: Class 20 contains 5743 members 
Mstep: Class 21 contains 11893 members 
Mstep: Class 22 contains 2989 members 
Mstep: Class 23 contains 21841 members 
Mstep: Class 24 contains 39363 members 
Mstep: Class 25 contains 7912 members 
Mstep: Class 26 contains 3868 members 
Mstep: Class 27 contains 2335 members 
Mstep: Class 28 contains 23621 members 
Mstep: Class 29 contains 408 members 
Mstep: Class 30 contains 3801 members 
Mstep: Class 31 contains 12571 members 
Mstep: Class 32 contains 13704 members 
Mstep: Class 33 contains 8162 members 
Mstep: Class 34 contains 13800 members 
Mstep: Class 35 contains 2404 members 
Mstep: Class 36 contains 11705 members 
Mstep: Class 37 contains 3931 members 
Mstep: Class 38 contains 10130 members 
Mstep: Class 39 contains 38165 members 
Mstep: Class 40 contains 18735 members 
Mstep: Class 41 contains 1388 members 
Mstep: Class 42 contains 24703 members 
Mstep: Class 43 contains 4315 members 
Mstep: Class 44 contains 3286 members 
Mstep: Class 45 contains 4545 members 
Mstep: Class 46 contains 4145 members 
Mstep: Class 47 contains 25814 members 
Mstep: Class 48 contains 818 members 
Mstep: Class 49 contains 3217 members 
Mstep: Class 50 contains 22297 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100307744.000000 Penalty: 110644.859375
Iteration 262Q: 51 clusters Score -1.003077e+08 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 47712 members 
Mstep: Class 2 contains 5055 members 
Mstep: Class 3 contains 2089 members 
Mstep: Class 4 contains 3293 members 
Mstep: Class 5 contains 14518 members 
Mstep: Class 6 contains 1279 members 
Mstep: Class 7 contains 476 members 
Mstep: Class 8 contains 10143 members 
Mstep: Class 9 contains 25465 members 
Mstep: Class 10 contains 33096 members 
Mstep: Class 11 contains 2161 members 
Mstep: Class 12 contains 73112 members 
Mstep: Class 13 contains 18147 members 
Mstep: Class 14 contains 146789 members 
Mstep: Class 15 contains 2477 members 
Mstep: Class 16 contains 17972 members 
Mstep: Class 17 contains 9553 members 
Mstep: Class 18 contains 20872 members 
Mstep: Class 19 contains 34763 members 
Mstep: Class 20 contains 5743 members 
Mstep: Class 21 contains 11897 members 
Mstep: Class 22 contains 2992 members 
Mstep: Class 23 contains 21846 members 
Mstep: Class 24 contains 39362 members 
Mstep: Class 25 contains 7913 members 
Mstep: Class 26 contains 3868 members 
Mstep: Class 27 contains 2335 members 
Mstep: Class 28 contains 23620 members 
Mstep: Class 29 contains 409 members 
Mstep: Class 30 contains 3801 members 
Mstep: Class 31 contains 12571 members 
Mstep: Class 32 contains 13701 members 
Mstep: Class 33 contains 8162 members 
Mstep: Class 34 contains 13800 members 
Mstep: Class 35 contains 2404 members 
Mstep: Class 36 contains 11705 members 
Mstep: Class 37 contains 3931 members 
Mstep: Class 38 contains 10120 members 
Mstep: Class 39 contains 38165 members 
Mstep: Class 40 contains 18736 members 
Mstep: Class 41 contains 1388 members 
Mstep: Class 42 contains 24703 members 
Mstep: Class 43 contains 4315 members 
Mstep: Class 44 contains 3286 members 
Mstep: Class 45 contains 4545 members 
Mstep: Class 46 contains 4145 members 
Mstep: Class 47 contains 25814 members 
Mstep: Class 48 contains 818 members 
Mstep: Class 49 contains 3217 members 
Mstep: Class 50 contains 22297 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100307784.000000 Penalty: 110644.859375
Iteration 263Q: 51 clusters Score -1.003078e+08 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 47711 members 
Mstep: Class 2 contains 5055 members 
Mstep: Class 3 contains 2089 members 
Mstep: Class 4 contains 3293 members 
Mstep: Class 5 contains 14518 members 
Mstep: Class 6 contains 1279 members 
Mstep: Class 7 contains 476 members 
Mstep: Class 8 contains 10143 members 
Mstep: Class 9 contains 25468 members 
Mstep: Class 10 contains 33094 members 
Mstep: Class 11 contains 2161 members 
Mstep: Class 12 contains 73111 members 
Mstep: Class 13 contains 18147 members 
Mstep: Class 14 contains 146788 members 
Mstep: Class 15 contains 2477 members 
Mstep: Class 16 contains 17972 members 
Mstep: Class 17 contains 9552 members 
Mstep: Class 18 contains 20871 members 
Mstep: Class 19 contains 34763 members 
Mstep: Class 20 contains 5743 members 
Mstep: Class 21 contains 11900 members 
Mstep: Class 22 contains 2994 members 
Mstep: Class 23 contains 21850 members 
Mstep: Class 24 contains 39361 members 
Mstep: Class 25 contains 7912 members 
Mstep: Class 26 contains 3868 members 
Mstep: Class 27 contains 2335 members 
Mstep: Class 28 contains 23621 members 
Mstep: Class 29 contains 409 members 
Mstep: Class 30 contains 3801 members 
Mstep: Class 31 contains 12571 members 
Mstep: Class 32 contains 13701 members 
Mstep: Class 33 contains 8162 members 
Mstep: Class 34 contains 13800 members 
Mstep: Class 35 contains 2404 members 
Mstep: Class 36 contains 11705 members 
Mstep: Class 37 contains 3932 members 
Mstep: Class 38 contains 10114 members 
Mstep: Class 39 contains 38161 members 
Mstep: Class 40 contains 18737 members 
Mstep: Class 41 contains 1388 members 
Mstep: Class 42 contains 24703 members 
Mstep: Class 43 contains 4315 members 
Mstep: Class 44 contains 3286 members 
Mstep: Class 45 contains 4545 members 
Mstep: Class 46 contains 4145 members 
Mstep: Class 47 contains 25814 members 
Mstep: Class 48 contains 818 members 
Mstep: Class 49 contains 3221 members 
Mstep: Class 50 contains 22297 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100307784.000000 Penalty: 110644.859375
Iteration 264Q: 51 clusters Score -1.003078e+08 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 47708 members 
Mstep: Class 2 contains 5055 members 
Mstep: Class 3 contains 2089 members 
Mstep: Class 4 contains 3293 members 
Mstep: Class 5 contains 14518 members 
Mstep: Class 6 contains 1279 members 
Mstep: Class 7 contains 476 members 
Mstep: Class 8 contains 10143 members 
Mstep: Class 9 contains 25472 members 
Mstep: Class 10 contains 33094 members 
Mstep: Class 11 contains 2161 members 
Mstep: Class 12 contains 73112 members 
Mstep: Class 13 contains 18148 members 
Mstep: Class 14 contains 146787 members 
Mstep: Class 15 contains 2477 members 
Mstep: Class 16 contains 17972 members 
Mstep: Class 17 contains 9552 members 
Mstep: Class 18 contains 20870 members 
Mstep: Class 19 contains 34762 members 
Mstep: Class 20 contains 5743 members 
Mstep: Class 21 contains 11900 members 
Mstep: Class 22 contains 2995 members 
Mstep: Class 23 contains 21853 members 
Mstep: Class 24 contains 39359 members 
Mstep: Class 25 contains 7912 members 
Mstep: Class 26 contains 3868 members 
Mstep: Class 27 contains 2335 members 
Mstep: Class 28 contains 23620 members 
Mstep: Class 29 contains 409 members 
Mstep: Class 30 contains 3801 members 
Mstep: Class 31 contains 12571 members 
Mstep: Class 32 contains 13700 members 
Mstep: Class 33 contains 8162 members 
Mstep: Class 34 contains 13800 members 
Mstep: Class 35 contains 2404 members 
Mstep: Class 36 contains 11705 members 
Mstep: Class 37 contains 3932 members 
Mstep: Class 38 contains 10114 members 
Mstep: Class 39 contains 38157 members 
Mstep: Class 40 contains 18742 members 
Mstep: Class 41 contains 1388 members 
Mstep: Class 42 contains 24703 members 
Mstep: Class 43 contains 4315 members 
Mstep: Class 44 contains 3286 members 
Mstep: Class 45 contains 4545 members 
Mstep: Class 46 contains 4145 members 
Mstep: Class 47 contains 25814 members 
Mstep: Class 48 contains 818 members 
Mstep: Class 49 contains 3223 members 
Mstep: Class 50 contains 22294 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100307816.000000 Penalty: 110644.859375
Iteration 265Q: 51 clusters Score -1.003078e+08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 47707 members 
Mstep: Class 2 contains 5055 members 
Mstep: Class 3 contains 2089 members 
Mstep: Class 4 contains 3293 members 
Mstep: Class 5 contains 14518 members 
Mstep: Class 6 contains 1279 members 
Mstep: Class 7 contains 476 members 
Mstep: Class 8 contains 10138 members 
Mstep: Class 9 contains 25476 members 
Mstep: Class 10 contains 33094 members 
Mstep: Class 11 contains 2161 members 
Mstep: Class 12 contains 73113 members 
Mstep: Class 13 contains 18148 members 
Mstep: Class 14 contains 146786 members 
Mstep: Class 15 contains 2477 members 
Mstep: Class 16 contains 17973 members 
Mstep: Class 17 contains 9551 members 
Mstep: Class 18 contains 20868 members 
Mstep: Class 19 contains 34762 members 
Mstep: Class 20 contains 5743 members 
Mstep: Class 21 contains 11902 members 
Mstep: Class 22 contains 2994 members 
Mstep: Class 23 contains 21855 members 
Mstep: Class 24 contains 39357 members 
Mstep: Class 25 contains 7912 members 
Mstep: Class 26 contains 3868 members 
Mstep: Class 27 contains 2335 members 
Mstep: Class 28 contains 23620 members 
Mstep: Class 29 contains 409 members 
Mstep: Class 30 contains 3801 members 
Mstep: Class 31 contains 12571 members 
Mstep: Class 32 contains 13700 members 
Mstep: Class 33 contains 8162 members 
Mstep: Class 34 contains 13800 members 
Mstep: Class 35 contains 2404 members 
Mstep: Class 36 contains 11705 members 
Mstep: Class 37 contains 3932 members 
Mstep: Class 38 contains 10114 members 
Mstep: Class 39 contains 38157 members 
Mstep: Class 40 contains 18744 members 
Mstep: Class 41 contains 1388 members 
Mstep: Class 42 contains 24703 members 
Mstep: Class 43 contains 4315 members 
Mstep: Class 44 contains 3286 members 
Mstep: Class 45 contains 4545 members 
Mstep: Class 46 contains 4145 members 
Mstep: Class 47 contains 25814 members 
Mstep: Class 48 contains 818 members 
Mstep: Class 49 contains 3224 members 
Mstep: Class 50 contains 22294 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100307840.000000 Penalty: 110644.859375
Iteration 266Q: 51 clusters Score -1.003078e+08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 47708 members 
Mstep: Class 2 contains 5055 members 
Mstep: Class 3 contains 2089 members 
Mstep: Class 4 contains 3293 members 
Mstep: Class 5 contains 14517 members 
Mstep: Class 6 contains 1279 members 
Mstep: Class 7 contains 476 members 
Mstep: Class 8 contains 10136 members 
Mstep: Class 9 contains 25482 members 
Mstep: Class 10 contains 33093 members 
Mstep: Class 11 contains 2161 members 
Mstep: Class 12 contains 73113 members 
Mstep: Class 13 contains 18148 members 
Mstep: Class 14 contains 146783 members 
Mstep: Class 15 contains 2477 members 
Mstep: Class 16 contains 17974 members 
Mstep: Class 17 contains 9551 members 
Mstep: Class 18 contains 20868 members 
Mstep: Class 19 contains 34762 members 
Mstep: Class 20 contains 5743 members 
Mstep: Class 21 contains 11903 members 
Mstep: Class 22 contains 2994 members 
Mstep: Class 23 contains 21854 members 
Mstep: Class 24 contains 39356 members 
Mstep: Class 25 contains 7912 members 
Mstep: Class 26 contains 3867 members 
Mstep: Class 27 contains 2335 members 
Mstep: Class 28 contains 23620 members 
Mstep: Class 29 contains 409 members 
Mstep: Class 30 contains 3800 members 
Mstep: Class 31 contains 12571 members 
Mstep: Class 32 contains 13699 members 
Mstep: Class 33 contains 8162 members 
Mstep: Class 34 contains 13800 members 
Mstep: Class 35 contains 2404 members 
Mstep: Class 36 contains 11705 members 
Mstep: Class 37 contains 3931 members 
Mstep: Class 38 contains 10116 members 
Mstep: Class 39 contains 38154 members 
Mstep: Class 40 contains 18748 members 
Mstep: Class 41 contains 1388 members 
Mstep: Class 42 contains 24703 members 
Mstep: Class 43 contains 4315 members 
Mstep: Class 44 contains 3286 members 
Mstep: Class 45 contains 4545 members 
Mstep: Class 46 contains 4145 members 
Mstep: Class 47 contains 25813 members 
Mstep: Class 48 contains 818 members 
Mstep: Class 49 contains 3225 members 
Mstep: Class 50 contains 22295 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100307864.000000 Penalty: 110644.859375
Iteration 267Q: 51 clusters Score -1.003079e+08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 47706 members 
Mstep: Class 2 contains 5054 members 
Mstep: Class 3 contains 2089 members 
Mstep: Class 4 contains 3293 members 
Mstep: Class 5 contains 14517 members 
Mstep: Class 6 contains 1279 members 
Mstep: Class 7 contains 476 members 
Mstep: Class 8 contains 10139 members 
Mstep: Class 9 contains 25484 members 
Mstep: Class 10 contains 33093 members 
Mstep: Class 11 contains 2161 members 
Mstep: Class 12 contains 73113 members 
Mstep: Class 13 contains 18148 members 
Mstep: Class 14 contains 146781 members 
Mstep: Class 15 contains 2477 members 
Mstep: Class 16 contains 17975 members 
Mstep: Class 17 contains 9551 members 
Mstep: Class 18 contains 20868 members 
Mstep: Class 19 contains 34762 members 
Mstep: Class 20 contains 5743 members 
Mstep: Class 21 contains 11905 members 
Mstep: Class 22 contains 2994 members 
Mstep: Class 23 contains 21856 members 
Mstep: Class 24 contains 39356 members 
Mstep: Class 25 contains 7912 members 
Mstep: Class 26 contains 3867 members 
Mstep: Class 27 contains 2335 members 
Mstep: Class 28 contains 23618 members 
Mstep: Class 29 contains 409 members 
Mstep: Class 30 contains 3800 members 
Mstep: Class 31 contains 12571 members 
Mstep: Class 32 contains 13699 members 
Mstep: Class 33 contains 8162 members 
Mstep: Class 34 contains 13800 members 
Mstep: Class 35 contains 2404 members 
Mstep: Class 36 contains 11705 members 
Mstep: Class 37 contains 3930 members 
Mstep: Class 38 contains 10114 members 
Mstep: Class 39 contains 38154 members 
Mstep: Class 40 contains 18750 members 
Mstep: Class 41 contains 1388 members 
Mstep: Class 42 contains 24703 members 
Mstep: Class 43 contains 4315 members 
Mstep: Class 44 contains 3286 members 
Mstep: Class 45 contains 4545 members 
Mstep: Class 46 contains 4145 members 
Mstep: Class 47 contains 25812 members 
Mstep: Class 48 contains 818 members 
Mstep: Class 49 contains 3225 members 
Mstep: Class 50 contains 22294 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100307920.000000 Penalty: 110644.859375
Iteration 268Q: 51 clusters Score -1.003079e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 47705 members 
Mstep: Class 2 contains 5053 members 
Mstep: Class 3 contains 2089 members 
Mstep: Class 4 contains 3293 members 
Mstep: Class 5 contains 14518 members 
Mstep: Class 6 contains 1279 members 
Mstep: Class 7 contains 476 members 
Mstep: Class 8 contains 10139 members 
Mstep: Class 9 contains 25486 members 
Mstep: Class 10 contains 33093 members 
Mstep: Class 11 contains 2161 members 
Mstep: Class 12 contains 73113 members 
Mstep: Class 13 contains 18147 members 
Mstep: Class 14 contains 146780 members 
Mstep: Class 15 contains 2477 members 
Mstep: Class 16 contains 17976 members 
Mstep: Class 17 contains 9551 members 
Mstep: Class 18 contains 20868 members 
Mstep: Class 19 contains 34762 members 
Mstep: Class 20 contains 5743 members 
Mstep: Class 21 contains 11905 members 
Mstep: Class 22 contains 2995 members 
Mstep: Class 23 contains 21858 members 
Mstep: Class 24 contains 39355 members 
Mstep: Class 25 contains 7912 members 
Mstep: Class 26 contains 3867 members 
Mstep: Class 27 contains 2335 members 
Mstep: Class 28 contains 23618 members 
Mstep: Class 29 contains 409 members 
Mstep: Class 30 contains 3800 members 
Mstep: Class 31 contains 12571 members 
Mstep: Class 32 contains 13697 members 
Mstep: Class 33 contains 8162 members 
Mstep: Class 34 contains 13800 members 
Mstep: Class 35 contains 2404 members 
Mstep: Class 36 contains 11705 members 
Mstep: Class 37 contains 3930 members 
Mstep: Class 38 contains 10114 members 
Mstep: Class 39 contains 38154 members 
Mstep: Class 40 contains 18752 members 
Mstep: Class 41 contains 1388 members 
Mstep: Class 42 contains 24703 members 
Mstep: Class 43 contains 4315 members 
Mstep: Class 44 contains 3286 members 
Mstep: Class 45 contains 4545 members 
Mstep: Class 46 contains 4145 members 
Mstep: Class 47 contains 25811 members 
Mstep: Class 48 contains 818 members 
Mstep: Class 49 contains 3225 members 
Mstep: Class 50 contains 22293 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100307920.000000 Penalty: 110644.859375
Iteration 269Q: 51 clusters Score -1.003079e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 47703 members 
Mstep: Class 2 contains 5053 members 
Mstep: Class 3 contains 2089 members 
Mstep: Class 4 contains 3293 members 
Mstep: Class 5 contains 14518 members 
Mstep: Class 6 contains 1279 members 
Mstep: Class 7 contains 476 members 
Mstep: Class 8 contains 10141 members 
Mstep: Class 9 contains 25487 members 
Mstep: Class 10 contains 33093 members 
Mstep: Class 11 contains 2161 members 
Mstep: Class 12 contains 73113 members 
Mstep: Class 13 contains 18147 members 
Mstep: Class 14 contains 146780 members 
Mstep: Class 15 contains 2477 members 
Mstep: Class 16 contains 17977 members 
Mstep: Class 17 contains 9551 members 
Mstep: Class 18 contains 20868 members 
Mstep: Class 19 contains 34762 members 
Mstep: Class 20 contains 5743 members 
Mstep: Class 21 contains 11905 members 
Mstep: Class 22 contains 2993 members 
Mstep: Class 23 contains 21859 members 
Mstep: Class 24 contains 39356 members 
Mstep: Class 25 contains 7912 members 
Mstep: Class 26 contains 3867 members 
Mstep: Class 27 contains 2334 members 
Mstep: Class 28 contains 23618 members 
Mstep: Class 29 contains 409 members 
Mstep: Class 30 contains 3800 members 
Mstep: Class 31 contains 12571 members 
Mstep: Class 32 contains 13696 members 
Mstep: Class 33 contains 8162 members 
Mstep: Class 34 contains 13800 members 
Mstep: Class 35 contains 2404 members 
Mstep: Class 36 contains 11705 members 
Mstep: Class 37 contains 3931 members 
Mstep: Class 38 contains 10114 members 
Mstep: Class 39 contains 38154 members 
Mstep: Class 40 contains 18753 members 
Mstep: Class 41 contains 1388 members 
Mstep: Class 42 contains 24702 members 
Mstep: Class 43 contains 4315 members 
Mstep: Class 44 contains 3286 members 
Mstep: Class 45 contains 4545 members 
Mstep: Class 46 contains 4145 members 
Mstep: Class 47 contains 25811 members 
Mstep: Class 48 contains 818 members 
Mstep: Class 49 contains 3225 members 
Mstep: Class 50 contains 22292 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100307920.000000 Penalty: 110644.859375
Iteration 270Q: 51 clusters Score -1.003079e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 47701 members 
Mstep: Class 2 contains 5053 members 
Mstep: Class 3 contains 2089 members 
Mstep: Class 4 contains 3293 members 
Mstep: Class 5 contains 14518 members 
Mstep: Class 6 contains 1279 members 
Mstep: Class 7 contains 476 members 
Mstep: Class 8 contains 10143 members 
Mstep: Class 9 contains 25487 members 
Mstep: Class 10 contains 33093 members 
Mstep: Class 11 contains 2161 members 
Mstep: Class 12 contains 73112 members 
Mstep: Class 13 contains 18147 members 
Mstep: Class 14 contains 146780 members 
Mstep: Class 15 contains 2477 members 
Mstep: Class 16 contains 17978 members 
Mstep: Class 17 contains 9551 members 
Mstep: Class 18 contains 20870 members 
Mstep: Class 19 contains 34763 members 
Mstep: Class 20 contains 5743 members 
Mstep: Class 21 contains 11906 members 
Mstep: Class 22 contains 2990 members 
Mstep: Class 23 contains 21860 members 
Mstep: Class 24 contains 39355 members 
Mstep: Class 25 contains 7912 members 
Mstep: Class 26 contains 3867 members 
Mstep: Class 27 contains 2334 members 
Mstep: Class 28 contains 23618 members 
Mstep: Class 29 contains 409 members 
Mstep: Class 30 contains 3800 members 
Mstep: Class 31 contains 12571 members 
Mstep: Class 32 contains 13696 members 
Mstep: Class 33 contains 8162 members 
Mstep: Class 34 contains 13800 members 
Mstep: Class 35 contains 2404 members 
Mstep: Class 36 contains 11705 members 
Mstep: Class 37 contains 3932 members 
Mstep: Class 38 contains 10114 members 
Mstep: Class 39 contains 38153 members 
Mstep: Class 40 contains 18756 members 
Mstep: Class 41 contains 1388 members 
Mstep: Class 42 contains 24701 members 
Mstep: Class 43 contains 4315 members 
Mstep: Class 44 contains 3286 members 
Mstep: Class 45 contains 4545 members 
Mstep: Class 46 contains 4145 members 
Mstep: Class 47 contains 25810 members 
Mstep: Class 48 contains 818 members 
Mstep: Class 49 contains 3225 members 
Mstep: Class 50 contains 22290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100307896.000000 Penalty: 110644.859375
Iteration 271Q: 51 clusters Score -1.003079e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 47701 members 
Mstep: Class 2 contains 5053 members 
Mstep: Class 3 contains 2089 members 
Mstep: Class 4 contains 3293 members 
Mstep: Class 5 contains 14518 members 
Mstep: Class 6 contains 1279 members 
Mstep: Class 7 contains 476 members 
Mstep: Class 8 contains 10147 members 
Mstep: Class 9 contains 25487 members 
Mstep: Class 10 contains 33093 members 
Mstep: Class 11 contains 2161 members 
Mstep: Class 12 contains 73113 members 
Mstep: Class 13 contains 18147 members 
Mstep: Class 14 contains 146780 members 
Mstep: Class 15 contains 2477 members 
Mstep: Class 16 contains 17978 members 
Mstep: Class 17 contains 9551 members 
Mstep: Class 18 contains 20870 members 
Mstep: Class 19 contains 34761 members 
Mstep: Class 20 contains 5743 members 
Mstep: Class 21 contains 11906 members 
Mstep: Class 22 contains 2987 members 
Mstep: Class 23 contains 21859 members 
Mstep: Class 24 contains 39354 members 
Mstep: Class 25 contains 7912 members 
Mstep: Class 26 contains 3867 members 
Mstep: Class 27 contains 2335 members 
Mstep: Class 28 contains 23618 members 
Mstep: Class 29 contains 409 members 
Mstep: Class 30 contains 3800 members 
Mstep: Class 31 contains 12571 members 
Mstep: Class 32 contains 13695 members 
Mstep: Class 33 contains 8162 members 
Mstep: Class 34 contains 13800 members 
Mstep: Class 35 contains 2404 members 
Mstep: Class 36 contains 11705 members 
Mstep: Class 37 contains 3932 members 
Mstep: Class 38 contains 10115 members 
Mstep: Class 39 contains 38153 members 
Mstep: Class 40 contains 18756 members 
Mstep: Class 41 contains 1388 members 
Mstep: Class 42 contains 24702 members 
Mstep: Class 43 contains 4315 members 
Mstep: Class 44 contains 3286 members 
Mstep: Class 45 contains 4545 members 
Mstep: Class 46 contains 4145 members 
Mstep: Class 47 contains 25809 members 
Mstep: Class 48 contains 818 members 
Mstep: Class 49 contains 3225 members 
Mstep: Class 50 contains 22291 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100307912.000000 Penalty: 110644.859375
Iteration 272Q: 51 clusters Score -1.003079e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 47701 members 
Mstep: Class 2 contains 5053 members 
Mstep: Class 3 contains 2089 members 
Mstep: Class 4 contains 3293 members 
Mstep: Class 5 contains 14518 members 
Mstep: Class 6 contains 1279 members 
Mstep: Class 7 contains 476 members 
Mstep: Class 8 contains 10150 members 
Mstep: Class 9 contains 25487 members 
Mstep: Class 10 contains 33093 members 
Mstep: Class 11 contains 2161 members 
Mstep: Class 12 contains 73113 members 
Mstep: Class 13 contains 18147 members 
Mstep: Class 14 contains 146780 members 
Mstep: Class 15 contains 2477 members 
Mstep: Class 16 contains 17978 members 
Mstep: Class 17 contains 9551 members 
Mstep: Class 18 contains 20870 members 
Mstep: Class 19 contains 34758 members 
Mstep: Class 20 contains 5743 members 
Mstep: Class 21 contains 11906 members 
Mstep: Class 22 contains 2985 members 
Mstep: Class 23 contains 21859 members 
Mstep: Class 24 contains 39353 members 
Mstep: Class 25 contains 7912 members 
Mstep: Class 26 contains 3867 members 
Mstep: Class 27 contains 2335 members 
Mstep: Class 28 contains 23618 members 
Mstep: Class 29 contains 409 members 
Mstep: Class 30 contains 3800 members 
Mstep: Class 31 contains 12571 members 
Mstep: Class 32 contains 13695 members 
Mstep: Class 33 contains 8162 members 
Mstep: Class 34 contains 13800 members 
Mstep: Class 35 contains 2404 members 
Mstep: Class 36 contains 11705 members 
Mstep: Class 37 contains 3932 members 
Mstep: Class 38 contains 10119 members 
Mstep: Class 39 contains 38153 members 
Mstep: Class 40 contains 18757 members 
Mstep: Class 41 contains 1388 members 
Mstep: Class 42 contains 24702 members 
Mstep: Class 43 contains 4315 members 
Mstep: Class 44 contains 3286 members 
Mstep: Class 45 contains 4545 members 
Mstep: Class 46 contains 4145 members 
Mstep: Class 47 contains 25809 members 
Mstep: Class 48 contains 818 members 
Mstep: Class 49 contains 3225 members 
Mstep: Class 50 contains 22289 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100307864.000000 Penalty: 110644.859375
Iteration 273Q: 51 clusters Score -1.003079e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 47702 members 
Mstep: Class 2 contains 5053 members 
Mstep: Class 3 contains 2089 members 
Mstep: Class 4 contains 3293 members 
Mstep: Class 5 contains 14518 members 
Mstep: Class 6 contains 1279 members 
Mstep: Class 7 contains 476 members 
Mstep: Class 8 contains 10149 members 
Mstep: Class 9 contains 25487 members 
Mstep: Class 10 contains 33092 members 
Mstep: Class 11 contains 2161 members 
Mstep: Class 12 contains 73113 members 
Mstep: Class 13 contains 18147 members 
Mstep: Class 14 contains 146780 members 
Mstep: Class 15 contains 2477 members 
Mstep: Class 16 contains 17978 members 
Mstep: Class 17 contains 9551 members 
Mstep: Class 18 contains 20871 members 
Mstep: Class 19 contains 34758 members 
Mstep: Class 20 contains 5743 members 
Mstep: Class 21 contains 11906 members 
Mstep: Class 22 contains 2982 members 
Mstep: Class 23 contains 21859 members 
Mstep: Class 24 contains 39353 members 
Mstep: Class 25 contains 7912 members 
Mstep: Class 26 contains 3867 members 
Mstep: Class 27 contains 2335 members 
Mstep: Class 28 contains 23618 members 
Mstep: Class 29 contains 409 members 
Mstep: Class 30 contains 3800 members 
Mstep: Class 31 contains 12571 members 
Mstep: Class 32 contains 13696 members 
Mstep: Class 33 contains 8162 members 
Mstep: Class 34 contains 13800 members 
Mstep: Class 35 contains 2404 members 
Mstep: Class 36 contains 11705 members 
Mstep: Class 37 contains 3932 members 
Mstep: Class 38 contains 10122 members 
Mstep: Class 39 contains 38153 members 
Mstep: Class 40 contains 18758 members 
Mstep: Class 41 contains 1388 members 
Mstep: Class 42 contains 24701 members 
Mstep: Class 43 contains 4315 members 
Mstep: Class 44 contains 3286 members 
Mstep: Class 45 contains 4545 members 
Mstep: Class 46 contains 4145 members 
Mstep: Class 47 contains 25809 members 
Mstep: Class 48 contains 818 members 
Mstep: Class 49 contains 3225 members 
Mstep: Class 50 contains 22288 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100307848.000000 Penalty: 110644.859375
Iteration 274Q: 51 clusters Score -1.003078e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 47702 members 
Mstep: Class 2 contains 5053 members 
Mstep: Class 3 contains 2089 members 
Mstep: Class 4 contains 3293 members 
Mstep: Class 5 contains 14518 members 
Mstep: Class 6 contains 1279 members 
Mstep: Class 7 contains 476 members 
Mstep: Class 8 contains 10149 members 
Mstep: Class 9 contains 25488 members 
Mstep: Class 10 contains 33092 members 
Mstep: Class 11 contains 2161 members 
Mstep: Class 12 contains 73113 members 
Mstep: Class 13 contains 18147 members 
Mstep: Class 14 contains 146780 members 
Mstep: Class 15 contains 2476 members 
Mstep: Class 16 contains 17979 members 
Mstep: Class 17 contains 9551 members 
Mstep: Class 18 contains 20870 members 
Mstep: Class 19 contains 34758 members 
Mstep: Class 20 contains 5743 members 
Mstep: Class 21 contains 11906 members 
Mstep: Class 22 contains 2980 members 
Mstep: Class 23 contains 21860 members 
Mstep: Class 24 contains 39353 members 
Mstep: Class 25 contains 7912 members 
Mstep: Class 26 contains 3867 members 
Mstep: Class 27 contains 2335 members 
Mstep: Class 28 contains 23619 members 
Mstep: Class 29 contains 409 members 
Mstep: Class 30 contains 3800 members 
Mstep: Class 31 contains 12571 members 
Mstep: Class 32 contains 13695 members 
Mstep: Class 33 contains 8162 members 
Mstep: Class 34 contains 13800 members 
Mstep: Class 35 contains 2404 members 
Mstep: Class 36 contains 11705 members 
Mstep: Class 37 contains 3932 members 
Mstep: Class 38 contains 10123 members 
Mstep: Class 39 contains 38153 members 
Mstep: Class 40 contains 18758 members 
Mstep: Class 41 contains 1388 members 
Mstep: Class 42 contains 24701 members 
Mstep: Class 43 contains 4315 members 
Mstep: Class 44 contains 3286 members 
Mstep: Class 45 contains 4545 members 
Mstep: Class 46 contains 4145 members 
Mstep: Class 47 contains 25809 members 
Mstep: Class 48 contains 818 members 
Mstep: Class 49 contains 3225 members 
Mstep: Class 50 contains 22288 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100307792.000000 Penalty: 110644.859375
Iteration 275Q: 51 clusters Score -1.003078e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 47702 members 
Mstep: Class 2 contains 5053 members 
Mstep: Class 3 contains 2089 members 
Mstep: Class 4 contains 3293 members 
Mstep: Class 5 contains 14518 members 
Mstep: Class 6 contains 1279 members 
Mstep: Class 7 contains 476 members 
Mstep: Class 8 contains 10150 members 
Mstep: Class 9 contains 25487 members 
Mstep: Class 10 contains 33093 members 
Mstep: Class 11 contains 2161 members 
Mstep: Class 12 contains 73113 members 
Mstep: Class 13 contains 18147 members 
Mstep: Class 14 contains 146781 members 
Mstep: Class 15 contains 2476 members 
Mstep: Class 16 contains 17980 members 
Mstep: Class 17 contains 9551 members 
Mstep: Class 18 contains 20869 members 
Mstep: Class 19 contains 34757 members 
Mstep: Class 20 contains 5743 members 
Mstep: Class 21 contains 11906 members 
Mstep: Class 22 contains 2980 members 
Mstep: Class 23 contains 21861 members 
Mstep: Class 24 contains 39353 members 
Mstep: Class 25 contains 7912 members 
Mstep: Class 26 contains 3867 members 
Mstep: Class 27 contains 2335 members 
Mstep: Class 28 contains 23620 members 
Mstep: Class 29 contains 409 members 
Mstep: Class 30 contains 3799 members 
Mstep: Class 31 contains 12571 members 
Mstep: Class 32 contains 13693 members 
Mstep: Class 33 contains 8162 members 
Mstep: Class 34 contains 13800 members 
Mstep: Class 35 contains 2404 members 
Mstep: Class 36 contains 11705 members 
Mstep: Class 37 contains 3932 members 
Mstep: Class 38 contains 10123 members 
Mstep: Class 39 contains 38153 members 
Mstep: Class 40 contains 18758 members 
Mstep: Class 41 contains 1388 members 
Mstep: Class 42 contains 24701 members 
Mstep: Class 43 contains 4315 members 
Mstep: Class 44 contains 3286 members 
Mstep: Class 45 contains 4545 members 
Mstep: Class 46 contains 4145 members 
Mstep: Class 47 contains 25809 members 
Mstep: Class 48 contains 818 members 
Mstep: Class 49 contains 3225 members 
Mstep: Class 50 contains 22288 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100307768.000000 Penalty: 110644.859375
Iteration 276Q: 51 clusters Score -1.003078e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 47702 members 
Mstep: Class 2 contains 5053 members 
Mstep: Class 3 contains 2089 members 
Mstep: Class 4 contains 3293 members 
Mstep: Class 5 contains 14518 members 
Mstep: Class 6 contains 1279 members 
Mstep: Class 7 contains 476 members 
Mstep: Class 8 contains 10151 members 
Mstep: Class 9 contains 25487 members 
Mstep: Class 10 contains 33094 members 
Mstep: Class 11 contains 2161 members 
Mstep: Class 12 contains 73112 members 
Mstep: Class 13 contains 18147 members 
Mstep: Class 14 contains 146781 members 
Mstep: Class 15 contains 2476 members 
Mstep: Class 16 contains 17980 members 
Mstep: Class 17 contains 9551 members 
Mstep: Class 18 contains 20870 members 
Mstep: Class 19 contains 34755 members 
Mstep: Class 20 contains 5743 members 
Mstep: Class 21 contains 11906 members 
Mstep: Class 22 contains 2980 members 
Mstep: Class 23 contains 21862 members 
Mstep: Class 24 contains 39353 members 
Mstep: Class 25 contains 7912 members 
Mstep: Class 26 contains 3867 members 
Mstep: Class 27 contains 2335 members 
Mstep: Class 28 contains 23620 members 
Mstep: Class 29 contains 409 members 
Mstep: Class 30 contains 3799 members 
Mstep: Class 31 contains 12571 members 
Mstep: Class 32 contains 13692 members 
Mstep: Class 33 contains 8162 members 
Mstep: Class 34 contains 13800 members 
Mstep: Class 35 contains 2404 members 
Mstep: Class 36 contains 11705 members 
Mstep: Class 37 contains 3932 members 
Mstep: Class 38 contains 10123 members 
Mstep: Class 39 contains 38153 members 
Mstep: Class 40 contains 18758 members 
Mstep: Class 41 contains 1388 members 
Mstep: Class 42 contains 24701 members 
Mstep: Class 43 contains 4315 members 
Mstep: Class 44 contains 3286 members 
Mstep: Class 45 contains 4545 members 
Mstep: Class 46 contains 4145 members 
Mstep: Class 47 contains 25809 members 
Mstep: Class 48 contains 818 members 
Mstep: Class 49 contains 3225 members 
Mstep: Class 50 contains 22288 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100307736.000000 Penalty: 110644.859375
Iteration 277Q: 51 clusters Score -1.003077e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 47702 members 
Mstep: Class 2 contains 5053 members 
Mstep: Class 3 contains 2089 members 
Mstep: Class 4 contains 3293 members 
Mstep: Class 5 contains 14518 members 
Mstep: Class 6 contains 1279 members 
Mstep: Class 7 contains 476 members 
Mstep: Class 8 contains 10152 members 
Mstep: Class 9 contains 25487 members 
Mstep: Class 10 contains 33094 members 
Mstep: Class 11 contains 2161 members 
Mstep: Class 12 contains 73111 members 
Mstep: Class 13 contains 18147 members 
Mstep: Class 14 contains 146781 members 
Mstep: Class 15 contains 2476 members 
Mstep: Class 16 contains 17980 members 
Mstep: Class 17 contains 9551 members 
Mstep: Class 18 contains 20870 members 
Mstep: Class 19 contains 34755 members 
Mstep: Class 20 contains 5743 members 
Mstep: Class 21 contains 11906 members 
Mstep: Class 22 contains 2981 members 
Mstep: Class 23 contains 21863 members 
Mstep: Class 24 contains 39353 members 
Mstep: Class 25 contains 7912 members 
Mstep: Class 26 contains 3867 members 
Mstep: Class 27 contains 2335 members 
Mstep: Class 28 contains 23620 members 
Mstep: Class 29 contains 409 members 
Mstep: Class 30 contains 3799 members 
Mstep: Class 31 contains 12571 members 
Mstep: Class 32 contains 13691 members 
Mstep: Class 33 contains 8162 members 
Mstep: Class 34 contains 13800 members 
Mstep: Class 35 contains 2404 members 
Mstep: Class 36 contains 11705 members 
Mstep: Class 37 contains 3932 members 
Mstep: Class 38 contains 10123 members 
Mstep: Class 39 contains 38152 members 
Mstep: Class 40 contains 18758 members 
Mstep: Class 41 contains 1388 members 
Mstep: Class 42 contains 24701 members 
Mstep: Class 43 contains 4315 members 
Mstep: Class 44 contains 3286 members 
Mstep: Class 45 contains 4545 members 
Mstep: Class 46 contains 4145 members 
Mstep: Class 47 contains 25809 members 
Mstep: Class 48 contains 818 members 
Mstep: Class 49 contains 3225 members 
Mstep: Class 50 contains 22288 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100307712.000000 Penalty: 110644.859375
Iteration 278Q: 51 clusters Score -1.003077e+08 nChanged 0
Entering ConstructFrom: 
Score: -100307712.000000 Penalty: 110644.859375
Entering ConstructFrom: 
Trying to split cluster 1 (47702 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47702 members 
Entering Unmasked Estep 
Score: -5973532.500000 Penalty: 1750.568481
	Iteration 0F: 2 clusters Score -5973532 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23760 members 
Mstep: Class 2 contains 23942 members 
Entering Unmasked Estep 
Score: -5941452.000000 Penalty: 3501.136963
	Iteration 0F: 3 clusters Score -5941452 nChanged 22283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22559 members 
Mstep: Class 2 contains 25143 members 
Entering Unmasked Estep 
Score: -5954328.500000 Penalty: 3501.136963
	Iteration 1F: 3 clusters Score -5954328 nChanged 2032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21801 members 
Mstep: Class 2 contains 25901 members 
Entering Unmasked Estep 
Score: -5954955.500000 Penalty: 3501.136963
	Iteration 2Q: 3 clusters Score -5954956 nChanged 1973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20672 members 
Mstep: Class 2 contains 27030 members 
Entering Unmasked Estep 
Score: -5955646.000000 Penalty: 3501.136963
	Iteration 3Q: 3 clusters Score -5955646 nChanged 2170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19066 members 
Mstep: Class 2 contains 28636 members 
Entering Unmasked Estep 
Score: -5956599.500000 Penalty: 3501.136963
	Iteration 4Q: 3 clusters Score -5956600 nChanged 2512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16868 members 
Mstep: Class 2 contains 30834 members 
Entering Unmasked Estep 
Score: -5958045.000000 Penalty: 3501.136963
	Iteration 5F: 3 clusters Score -5958045 nChanged 3067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14001 members 
Mstep: Class 2 contains 33701 members 
Entering Unmasked Estep 
Score: -5960146.500000 Penalty: 3501.136963
	Iteration 6F: 3 clusters Score -5960146 nChanged 3425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10712 members 
Mstep: Class 2 contains 36990 members 
Entering Unmasked Estep 
Score: -5962939.500000 Penalty: 3501.136963
	Iteration 7F: 3 clusters Score -5962940 nChanged 3262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7524 members 
Mstep: Class 2 contains 40178 members 
Entering Unmasked Estep 
Score: -5965844.500000 Penalty: 3501.136963
	Iteration 8F: 3 clusters Score -5965844 nChanged 2595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 42723 members 
Entering Unmasked Estep 
Score: -5968074.000000 Penalty: 3501.136963
	Iteration 9F: 3 clusters Score -5968074 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 44573 members 
Entering Unmasked Estep 
Score: -5969639.500000 Penalty: 3501.136963
	Iteration 10Q: 3 clusters Score -5969640 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 45809 members 
Entering Unmasked Estep 
Score: -5970697.000000 Penalty: 3501.136963
	Iteration 11Q: 3 clusters Score -5970697 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 46557 members 
Entering Unmasked Estep 
Score: -5971321.000000 Penalty: 3501.136963
	Iteration 12Q: 3 clusters Score -5971321 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 46986 members 
Entering Unmasked Estep 
Score: -5971641.500000 Penalty: 3501.136963
	Iteration 13Q: 3 clusters Score -5971642 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 47202 members 
Entering Unmasked Estep 
Score: -5971843.000000 Penalty: 3501.136963
	Iteration 14Q: 3 clusters Score -5971843 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 47294 members 
Entering Unmasked Estep 
Score: -5971919.500000 Penalty: 3501.136963
	Iteration 15Q: 3 clusters Score -5971920 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 47343 members 
Entering Unmasked Estep 
Score: -5971966.000000 Penalty: 3501.136963
	Iteration 16Q: 3 clusters Score -5971966 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 47367 members 
Entering Unmasked Estep 
Score: -5972004.000000 Penalty: 3501.136963
	Iteration 17Q: 3 clusters Score -5972004 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 47388 members 
Entering Unmasked Estep 
Score: -5972037.500000 Penalty: 3501.136963
	Iteration 18Q: 3 clusters Score -5972038 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 47402 members 
Entering Unmasked Estep 
Score: -5972044.500000 Penalty: 3501.136963
	Iteration 19Q: 3 clusters Score -5972044 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 47414 members 
Entering Unmasked Estep 
Score: -5972066.500000 Penalty: 3501.136963
	Iteration 20F: 3 clusters Score -5972066 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 47422 members 
Entering Unmasked Estep 
Score: -5972078.500000 Penalty: 3501.136963
	Iteration 21Q: 3 clusters Score -5972078 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 47429 members 
Entering Unmasked Estep 
Score: -5972093.500000 Penalty: 3501.136963
	Iteration 22Q: 3 clusters Score -5972094 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 47438 members 
Entering Unmasked Estep 
Score: -5972104.000000 Penalty: 3501.136963
	Iteration 23Q: 3 clusters Score -5972104 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 47444 members 
Entering Unmasked Estep 
Score: -5972115.000000 Penalty: 3501.136963
	Iteration 24Q: 3 clusters Score -5972115 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 47443 members 
Entering Unmasked Estep 
Score: -5972124.500000 Penalty: 3501.136963
	Iteration 25Q: 3 clusters Score -5972124 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 47439 members 
Entering Unmasked Estep 
Score: -5972136.500000 Penalty: 3501.136963
	Iteration 26Q: 3 clusters Score -5972136 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 47439 members 
Entering Unmasked Estep 
Score: -5972141.500000 Penalty: 3501.136963
	Iteration 27Q: 3 clusters Score -5972142 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 47443 members 
Entering Unmasked Estep 
Score: -5972135.500000 Penalty: 3501.136963
	Iteration 28Q: 3 clusters Score -5972136 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 47445 members 
Entering Unmasked Estep 
Score: -5972151.500000 Penalty: 3501.136963
	Iteration 29Q: 3 clusters Score -5972152 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 47444 members 
Entering Unmasked Estep 
Score: -5972149.500000 Penalty: 3501.136963
	Iteration 30Q: 3 clusters Score -5972150 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 47445 members 
Entering Unmasked Estep 
Score: -5972147.000000 Penalty: 3501.136963
	Iteration 31Q: 3 clusters Score -5972147 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 47445 members 
Entering Unmasked Estep 
Score: -5972147.000000 Penalty: 3501.136963
	Iteration 32F: 3 clusters Score -5972147 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (5053 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Entering Unmasked Estep 
Score: -612092.750000 Penalty: 1385.757324
	Iteration 0F: 2 clusters Score -612092.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -608021.500000 Penalty: 2771.514648
	Iteration 0F: 3 clusters Score -608021.5 nChanged 2081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -609165.437500 Penalty: 2771.514648
	Iteration 1F: 3 clusters Score -609165.4 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -609346.750000 Penalty: 2771.514648
	Iteration 2F: 3 clusters Score -609346.8 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -609487.375000 Penalty: 2771.514648
	Iteration 3F: 3 clusters Score -609487.4 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -609622.937500 Penalty: 2771.514648
	Iteration 4Q: 3 clusters Score -609622.9 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -609729.250000 Penalty: 2771.514648
	Iteration 5Q: 3 clusters Score -609729.2 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -609848.125000 Penalty: 2771.514648
	Iteration 6Q: 3 clusters Score -609848.1 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -609993.312500 Penalty: 2771.514648
	Iteration 7Q: 3 clusters Score -609993.3 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -610135.562500 Penalty: 2771.514648
	Iteration 8Q: 3 clusters Score -610135.6 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -610279.812500 Penalty: 2771.514648
	Iteration 9Q: 3 clusters Score -610279.8 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -610426.187500 Penalty: 2771.514648
	Iteration 10Q: 3 clusters Score -610426.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -610551.312500 Penalty: 2771.514648
	Iteration 11Q: 3 clusters Score -610551.3 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -610656.937500 Penalty: 2771.514648
	Iteration 12Q: 3 clusters Score -610656.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -610738.500000 Penalty: 2771.514648
	Iteration 13Q: 3 clusters Score -610738.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -610794.187500 Penalty: 2771.514648
	Iteration 14Q: 3 clusters Score -610794.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -610833.000000 Penalty: 2771.514648
	Iteration 15Q: 3 clusters Score -610833 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -610860.437500 Penalty: 2771.514648
	Iteration 16Q: 3 clusters Score -610860.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -610881.375000 Penalty: 2771.514648
	Iteration 17Q: 3 clusters Score -610881.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -610898.875000 Penalty: 2771.514648
	Iteration 18Q: 3 clusters Score -610898.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -610914.875000 Penalty: 2771.514648
	Iteration 19Q: 3 clusters Score -610914.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -610924.937500 Penalty: 2771.514648
	Iteration 20F: 3 clusters Score -610924.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -610931.812500 Penalty: 2771.514648
	Iteration 21Q: 3 clusters Score -610931.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -610940.250000 Penalty: 2771.514648
	Iteration 22Q: 3 clusters Score -610940.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -610946.875000 Penalty: 2771.514648
	Iteration 23Q: 3 clusters Score -610946.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -610952.500000 Penalty: 2771.514648
	Iteration 24Q: 3 clusters Score -610952.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -610955.375000 Penalty: 2771.514648
	Iteration 25Q: 3 clusters Score -610955.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -610955.937500 Penalty: 2771.514648
	Iteration 26Q: 3 clusters Score -610955.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -610956.812500 Penalty: 2771.514648
	Iteration 27Q: 3 clusters Score -610956.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -610957.125000 Penalty: 2771.514648
	Iteration 28Q: 3 clusters Score -610957.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -610957.125000 Penalty: 2771.514648
	Iteration 29F: 3 clusters Score -610957.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (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: -246662.750000 Penalty: 1242.221558
	Iteration 0F: 2 clusters Score -246662.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -244545.046875 Penalty: 2484.443115
	Iteration 0F: 3 clusters Score -244545 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -245076.421875 Penalty: 2484.443115
	Iteration 1F: 3 clusters Score -245076.4 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -245291.187500 Penalty: 2484.443115
	Iteration 2F: 3 clusters Score -245291.2 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -245471.421875 Penalty: 2484.443115
	Iteration 3F: 3 clusters Score -245471.4 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -245611.765625 Penalty: 2484.443115
	Iteration 4F: 3 clusters Score -245611.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -245695.484375 Penalty: 2484.443115
	Iteration 5Q: 3 clusters Score -245695.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -245755.500000 Penalty: 2484.443115
	Iteration 6Q: 3 clusters Score -245755.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -245793.703125 Penalty: 2484.443115
	Iteration 7Q: 3 clusters Score -245793.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -245816.437500 Penalty: 2484.443115
	Iteration 8Q: 3 clusters Score -245816.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -245829.421875 Penalty: 2484.443115
	Iteration 9Q: 3 clusters Score -245829.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -245841.906250 Penalty: 2484.443115
	Iteration 10Q: 3 clusters Score -245841.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -245854.562500 Penalty: 2484.443115
	Iteration 11Q: 3 clusters Score -245854.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -245860.953125 Penalty: 2484.443115
	Iteration 12Q: 3 clusters Score -245861 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -245864.609375 Penalty: 2484.443115
	Iteration 13Q: 3 clusters Score -245864.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -245868.500000 Penalty: 2484.443115
	Iteration 14Q: 3 clusters Score -245868.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -245871.640625 Penalty: 2484.443115
	Iteration 15Q: 3 clusters Score -245871.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -245872.343750 Penalty: 2484.443115
	Iteration 16Q: 3 clusters Score -245872.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -245873.625000 Penalty: 2484.443115
	Iteration 17Q: 3 clusters Score -245873.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -245875.250000 Penalty: 2484.443115
	Iteration 18Q: 3 clusters Score -245875.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -245875.250000 Penalty: 2484.443115
	Iteration 19F: 3 clusters Score -245875.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (3293 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Entering Unmasked Estep 
Score: -407587.156250 Penalty: 1316.177490
	Iteration 0F: 2 clusters Score -407587.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -404707.625000 Penalty: 2632.354980
	Iteration 0F: 3 clusters Score -404707.6 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -405579.093750 Penalty: 2632.354980
	Iteration 1F: 3 clusters Score -405579.1 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -405974.187500 Penalty: 2632.354980
	Iteration 2F: 3 clusters Score -405974.2 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -406263.906250 Penalty: 2632.354980
	Iteration 3F: 3 clusters Score -406263.9 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -406509.312500 Penalty: 2632.354980
	Iteration 4F: 3 clusters Score -406509.3 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -406763.375000 Penalty: 2632.354980
	Iteration 5F: 3 clusters Score -406763.4 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -406959.875000 Penalty: 2632.354980
	Iteration 6F: 3 clusters Score -406959.9 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -407114.625000 Penalty: 2632.354980
	Iteration 7Q: 3 clusters Score -407114.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -407255.187500 Penalty: 2632.354980
	Iteration 8Q: 3 clusters Score -407255.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -407394.625000 Penalty: 2632.354980
	Iteration 9Q: 3 clusters Score -407394.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -407531.500000 Penalty: 2632.354980
	Iteration 10Q: 3 clusters Score -407531.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -407604.968750 Penalty: 2632.354980
	Iteration 11Q: 3 clusters Score -407605 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -407642.125000 Penalty: 2632.354980
	Iteration 12Q: 3 clusters Score -407642.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -407676.468750 Penalty: 2632.354980
	Iteration 13Q: 3 clusters Score -407676.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -407702.562500 Penalty: 2632.354980
	Iteration 14Q: 3 clusters Score -407702.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -407716.343750 Penalty: 2632.354980
	Iteration 15Q: 3 clusters Score -407716.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -407724.062500 Penalty: 2632.354980
	Iteration 16Q: 3 clusters Score -407724.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -407728.812500 Penalty: 2632.354980
	Iteration 17Q: 3 clusters Score -407728.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -407732.468750 Penalty: 2632.354980
	Iteration 18Q: 3 clusters Score -407732.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -407733.468750 Penalty: 2632.354980
	Iteration 19Q: 3 clusters Score -407733.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -407733.781250 Penalty: 2632.354980
	Iteration 20F: 3 clusters Score -407733.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -407734.562500 Penalty: 2632.354980
	Iteration 21Q: 3 clusters Score -407734.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -407734.562500 Penalty: 2632.354980
	Iteration 22F: 3 clusters Score -407734.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 47702 members 
Mstep: Class 2 contains 5053 members 
Mstep: Class 3 contains 2089 members 
Mstep: Class 4 contains 1360 members 
Mstep: Class 5 contains 14518 members 
Mstep: Class 6 contains 1279 members 
Mstep: Class 7 contains 476 members 
Mstep: Class 8 contains 10152 members 
Mstep: Class 9 contains 25487 members 
Mstep: Class 10 contains 33094 members 
Mstep: Class 11 contains 2161 members 
Mstep: Class 12 contains 73111 members 
Mstep: Class 13 contains 18147 members 
Mstep: Class 14 contains 146781 members 
Mstep: Class 15 contains 2476 members 
Mstep: Class 16 contains 17980 members 
Mstep: Class 17 contains 9551 members 
Mstep: Class 18 contains 20870 members 
Mstep: Class 19 contains 34755 members 
Mstep: Class 20 contains 5743 members 
Mstep: Class 21 contains 11906 members 
Mstep: Class 22 contains 2981 members 
Mstep: Class 23 contains 21863 members 
Mstep: Class 24 contains 39353 members 
Mstep: Class 25 contains 7912 members 
Mstep: Class 26 contains 3867 members 
Mstep: Class 27 contains 2335 members 
Mstep: Class 28 contains 23620 members 
Mstep: Class 29 contains 409 members 
Mstep: Class 30 contains 3799 members 
Mstep: Class 31 contains 12571 members 
Mstep: Class 32 contains 13691 members 
Mstep: Class 33 contains 8162 members 
Mstep: Class 34 contains 13800 members 
Mstep: Class 35 contains 2404 members 
Mstep: Class 36 contains 11705 members 
Mstep: Class 37 contains 3932 members 
Mstep: Class 38 contains 10123 members 
Mstep: Class 39 contains 38152 members 
Mstep: Class 40 contains 18758 members 
Mstep: Class 41 contains 1388 members 
Mstep: Class 42 contains 24701 members 
Mstep: Class 43 contains 4315 members 
Mstep: Class 44 contains 3286 members 
Mstep: Class 45 contains 4545 members 
Mstep: Class 46 contains 4145 members 
Mstep: Class 47 contains 25809 members 
Mstep: Class 48 contains 818 members 
Mstep: Class 49 contains 3225 members 
Mstep: Class 50 contains 22288 members 
Mstep: Class 51 contains 1933 members 
Entering Unmasked Estep 
Score: -100307008.000000 Penalty: 112857.750000
Splitting cluster 4 changes total score from -100307712.000000 to -100307008.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (14518 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14518 members 
Entering Unmasked Estep 
Score: -1832714.500000 Penalty: 1557.260986
	Iteration 0F: 2 clusters Score -1832714 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7291 members 
Mstep: Class 2 contains 7227 members 
Entering Unmasked Estep 
Score: -1822524.375000 Penalty: 3114.521973
	Iteration 0F: 3 clusters Score -1822524 nChanged 6414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7345 members 
Mstep: Class 2 contains 7173 members 
Entering Unmasked Estep 
Score: -1826067.000000 Penalty: 3114.521973
	Iteration 1F: 3 clusters Score -1826067 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7395 members 
Mstep: Class 2 contains 7123 members 
Entering Unmasked Estep 
Score: -1826468.625000 Penalty: 3114.521973
	Iteration 2F: 3 clusters Score -1826469 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7469 members 
Mstep: Class 2 contains 7049 members 
Entering Unmasked Estep 
Score: -1826908.375000 Penalty: 3114.521973
	Iteration 3F: 3 clusters Score -1826908 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7555 members 
Mstep: Class 2 contains 6963 members 
Entering Unmasked Estep 
Score: -1827416.375000 Penalty: 3114.521973
	Iteration 4F: 3 clusters Score -1827416 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7641 members 
Mstep: Class 2 contains 6877 members 
Entering Unmasked Estep 
Score: -1827914.125000 Penalty: 3114.521973
	Iteration 5F: 3 clusters Score -1827914 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7726 members 
Mstep: Class 2 contains 6792 members 
Entering Unmasked Estep 
Score: -1828405.375000 Penalty: 3114.521973
	Iteration 6F: 3 clusters Score -1828405 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7780 members 
Mstep: Class 2 contains 6738 members 
Entering Unmasked Estep 
Score: -1828836.000000 Penalty: 3114.521973
	Iteration 7F: 3 clusters Score -1828836 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7840 members 
Mstep: Class 2 contains 6678 members 
Entering Unmasked Estep 
Score: -1829203.000000 Penalty: 3114.521973
	Iteration 8Q: 3 clusters Score -1829203 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7925 members 
Mstep: Class 2 contains 6593 members 
Entering Unmasked Estep 
Score: -1829522.500000 Penalty: 3114.521973
	Iteration 9Q: 3 clusters Score -1829522 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7956 members 
Mstep: Class 2 contains 6562 members 
Entering Unmasked Estep 
Score: -1829854.625000 Penalty: 3114.521973
	Iteration 10Q: 3 clusters Score -1829855 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7958 members 
Mstep: Class 2 contains 6560 members 
Entering Unmasked Estep 
Score: -1830137.375000 Penalty: 3114.521973
	Iteration 11Q: 3 clusters Score -1830137 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7969 members 
Mstep: Class 2 contains 6549 members 
Entering Unmasked Estep 
Score: -1830383.875000 Penalty: 3114.521973
	Iteration 12Q: 3 clusters Score -1830384 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7927 members 
Mstep: Class 2 contains 6591 members 
Entering Unmasked Estep 
Score: -1830650.750000 Penalty: 3114.521973
	Iteration 13Q: 3 clusters Score -1830651 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7912 members 
Mstep: Class 2 contains 6606 members 
Entering Unmasked Estep 
Score: -1830875.375000 Penalty: 3114.521973
	Iteration 14Q: 3 clusters Score -1830875 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7861 members 
Mstep: Class 2 contains 6657 members 
Entering Unmasked Estep 
Score: -1831089.250000 Penalty: 3114.521973
	Iteration 15Q: 3 clusters Score -1831089 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7801 members 
Mstep: Class 2 contains 6717 members 
Entering Unmasked Estep 
Score: -1831282.000000 Penalty: 3114.521973
	Iteration 16Q: 3 clusters Score -1831282 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7761 members 
Mstep: Class 2 contains 6757 members 
Entering Unmasked Estep 
Score: -1831460.375000 Penalty: 3114.521973
	Iteration 17Q: 3 clusters Score -1831460 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7765 members 
Mstep: Class 2 contains 6753 members 
Entering Unmasked Estep 
Score: -1831616.125000 Penalty: 3114.521973
	Iteration 18Q: 3 clusters Score -1831616 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7783 members 
Mstep: Class 2 contains 6735 members 
Entering Unmasked Estep 
Score: -1831758.375000 Penalty: 3114.521973
	Iteration 19Q: 3 clusters Score -1831758 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7845 members 
Mstep: Class 2 contains 6673 members 
Entering Unmasked Estep 
Score: -1831915.375000 Penalty: 3114.521973
	Iteration 20F: 3 clusters Score -1831915 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7939 members 
Mstep: Class 2 contains 6579 members 
Entering Unmasked Estep 
Score: -1832066.625000 Penalty: 3114.521973
	Iteration 21Q: 3 clusters Score -1832067 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8071 members 
Mstep: Class 2 contains 6447 members 
Entering Unmasked Estep 
Score: -1832250.625000 Penalty: 3114.521973
	Iteration 22Q: 3 clusters Score -1832251 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8186 members 
Mstep: Class 2 contains 6332 members 
Entering Unmasked Estep 
Score: -1832421.375000 Penalty: 3114.521973
	Iteration 23Q: 3 clusters Score -1832421 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8274 members 
Mstep: Class 2 contains 6244 members 
Entering Unmasked Estep 
Score: -1832535.750000 Penalty: 3114.521973
	Iteration 24Q: 3 clusters Score -1832536 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8326 members 
Mstep: Class 2 contains 6192 members 
Entering Unmasked Estep 
Score: -1832613.875000 Penalty: 3114.521973
	Iteration 25Q: 3 clusters Score -1832614 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8373 members 
Mstep: Class 2 contains 6145 members 
Entering Unmasked Estep 
Score: -1832686.625000 Penalty: 3114.521973
	Iteration 26Q: 3 clusters Score -1832687 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8429 members 
Mstep: Class 2 contains 6089 members 
Entering Unmasked Estep 
Score: -1832745.750000 Penalty: 3114.521973
	Iteration 27Q: 3 clusters Score -1832746 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8477 members 
Mstep: Class 2 contains 6041 members 
Entering Unmasked Estep 
Score: -1832809.625000 Penalty: 3114.521973
	Iteration 28Q: 3 clusters Score -1832810 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8525 members 
Mstep: Class 2 contains 5993 members 
Entering Unmasked Estep 
Score: -1832848.625000 Penalty: 3114.521973
	Iteration 29Q: 3 clusters Score -1832849 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8572 members 
Mstep: Class 2 contains 5946 members 
Entering Unmasked Estep 
Score: -1832883.125000 Penalty: 3114.521973
	Iteration 30Q: 3 clusters Score -1832883 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8608 members 
Mstep: Class 2 contains 5910 members 
Entering Unmasked Estep 
Score: -1832916.750000 Penalty: 3114.521973
	Iteration 31Q: 3 clusters Score -1832917 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8636 members 
Mstep: Class 2 contains 5882 members 
Entering Unmasked Estep 
Score: -1832934.125000 Penalty: 3114.521973
	Iteration 32Q: 3 clusters Score -1832934 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8666 members 
Mstep: Class 2 contains 5852 members 
Entering Unmasked Estep 
Score: -1832944.250000 Penalty: 3114.521973
	Iteration 33Q: 3 clusters Score -1832944 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8701 members 
Mstep: Class 2 contains 5817 members 
Entering Unmasked Estep 
Score: -1832960.875000 Penalty: 3114.521973
	Iteration 34Q: 3 clusters Score -1832961 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8733 members 
Mstep: Class 2 contains 5785 members 
Entering Unmasked Estep 
Score: -1832972.250000 Penalty: 3114.521973
	Iteration 35Q: 3 clusters Score -1832972 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8762 members 
Mstep: Class 2 contains 5756 members 
Entering Unmasked Estep 
Score: -1832981.625000 Penalty: 3114.521973
	Iteration 36Q: 3 clusters Score -1832982 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8803 members 
Mstep: Class 2 contains 5715 members 
Entering Unmasked Estep 
Score: -1832991.000000 Penalty: 3114.521973
	Iteration 37Q: 3 clusters Score -1832991 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8839 members 
Mstep: Class 2 contains 5679 members 
Entering Unmasked Estep 
Score: -1833002.500000 Penalty: 3114.521973
	Iteration 38Q: 3 clusters Score -1833002 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8866 members 
Mstep: Class 2 contains 5652 members 
Entering Unmasked Estep 
Score: -1833007.125000 Penalty: 3114.521973
	Iteration 39Q: 3 clusters Score -1833007 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8889 members 
Mstep: Class 2 contains 5629 members 
Entering Unmasked Estep 
Score: -1833016.000000 Penalty: 3114.521973
	Iteration 40F: 3 clusters Score -1833016 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8904 members 
Mstep: Class 2 contains 5614 members 
Entering Unmasked Estep 
Score: -1833024.125000 Penalty: 3114.521973
	Iteration 41Q: 3 clusters Score -1833024 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8916 members 
Mstep: Class 2 contains 5602 members 
Entering Unmasked Estep 
Score: -1833025.375000 Penalty: 3114.521973
	Iteration 42Q: 3 clusters Score -1833025 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8922 members 
Mstep: Class 2 contains 5596 members 
Entering Unmasked Estep 
Score: -1833027.750000 Penalty: 3114.521973
	Iteration 43Q: 3 clusters Score -1833028 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8928 members 
Mstep: Class 2 contains 5590 members 
Entering Unmasked Estep 
Score: -1833026.375000 Penalty: 3114.521973
	Iteration 44Q: 3 clusters Score -1833026 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8936 members 
Mstep: Class 2 contains 5582 members 
Entering Unmasked Estep 
Score: -1833027.250000 Penalty: 3114.521973
	Iteration 45Q: 3 clusters Score -1833027 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8939 members 
Mstep: Class 2 contains 5579 members 
Entering Unmasked Estep 
Score: -1833025.250000 Penalty: 3114.521973
	Iteration 46Q: 3 clusters Score -1833025 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8943 members 
Mstep: Class 2 contains 5575 members 
Entering Unmasked Estep 
Score: -1833026.250000 Penalty: 3114.521973
	Iteration 47Q: 3 clusters Score -1833026 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8947 members 
Mstep: Class 2 contains 5571 members 
Entering Unmasked Estep 
Score: -1833030.375000 Penalty: 3114.521973
	Iteration 48Q: 3 clusters Score -1833030 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8952 members 
Mstep: Class 2 contains 5566 members 
Entering Unmasked Estep 
Score: -1833029.750000 Penalty: 3114.521973
	Iteration 49Q: 3 clusters Score -1833030 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8957 members 
Mstep: Class 2 contains 5561 members 
Entering Unmasked Estep 
Score: -1833027.875000 Penalty: 3114.521973
	Iteration 50Q: 3 clusters Score -1833028 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8960 members 
Mstep: Class 2 contains 5558 members 
Entering Unmasked Estep 
Score: -1833026.625000 Penalty: 3114.521973
	Iteration 51Q: 3 clusters Score -1833027 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8962 members 
Mstep: Class 2 contains 5556 members 
Entering Unmasked Estep 
Score: -1833025.750000 Penalty: 3114.521973
	Iteration 52Q: 3 clusters Score -1833026 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8965 members 
Mstep: Class 2 contains 5553 members 
Entering Unmasked Estep 
Score: -1833026.750000 Penalty: 3114.521973
	Iteration 53Q: 3 clusters Score -1833027 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8968 members 
Mstep: Class 2 contains 5550 members 
Entering Unmasked Estep 
Score: -1833026.500000 Penalty: 3114.521973
	Iteration 54Q: 3 clusters Score -1833026 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8970 members 
Mstep: Class 2 contains 5548 members 
Entering Unmasked Estep 
Score: -1833026.125000 Penalty: 3114.521973
	Iteration 55Q: 3 clusters Score -1833026 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8972 members 
Mstep: Class 2 contains 5546 members 
Entering Unmasked Estep 
Score: -1833026.500000 Penalty: 3114.521973
	Iteration 56Q: 3 clusters Score -1833026 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8971 members 
Mstep: Class 2 contains 5547 members 
Entering Unmasked Estep 
Score: -1833025.375000 Penalty: 3114.521973
	Iteration 57Q: 3 clusters Score -1833025 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8971 members 
Mstep: Class 2 contains 5547 members 
Entering Unmasked Estep 
Score: -1833025.375000 Penalty: 3114.521973
	Iteration 58F: 3 clusters Score -1833025 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 47702 members 
Mstep: Class 2 contains 5053 members 
Mstep: Class 3 contains 2089 members 
Mstep: Class 4 contains 3293 members 
Mstep: Class 5 contains 8971 members 
Mstep: Class 6 contains 1279 members 
Mstep: Class 7 contains 476 members 
Mstep: Class 8 contains 10152 members 
Mstep: Class 9 contains 25487 members 
Mstep: Class 10 contains 33094 members 
Mstep: Class 11 contains 2161 members 
Mstep: Class 12 contains 73111 members 
Mstep: Class 13 contains 18147 members 
Mstep: Class 14 contains 146781 members 
Mstep: Class 15 contains 2476 members 
Mstep: Class 16 contains 17980 members 
Mstep: Class 17 contains 9551 members 
Mstep: Class 18 contains 20870 members 
Mstep: Class 19 contains 34755 members 
Mstep: Class 20 contains 5743 members 
Mstep: Class 21 contains 11906 members 
Mstep: Class 22 contains 2981 members 
Mstep: Class 23 contains 21863 members 
Mstep: Class 24 contains 39353 members 
Mstep: Class 25 contains 7912 members 
Mstep: Class 26 contains 3867 members 
Mstep: Class 27 contains 2335 members 
Mstep: Class 28 contains 23620 members 
Mstep: Class 29 contains 409 members 
Mstep: Class 30 contains 3799 members 
Mstep: Class 31 contains 12571 members 
Mstep: Class 32 contains 13691 members 
Mstep: Class 33 contains 8162 members 
Mstep: Class 34 contains 13800 members 
Mstep: Class 35 contains 2404 members 
Mstep: Class 36 contains 11705 members 
Mstep: Class 37 contains 3932 members 
Mstep: Class 38 contains 10123 members 
Mstep: Class 39 contains 38152 members 
Mstep: Class 40 contains 18758 members 
Mstep: Class 41 contains 1388 members 
Mstep: Class 42 contains 24701 members 
Mstep: Class 43 contains 4315 members 
Mstep: Class 44 contains 3286 members 
Mstep: Class 45 contains 4545 members 
Mstep: Class 46 contains 4145 members 
Mstep: Class 47 contains 25809 members 
Mstep: Class 48 contains 818 members 
Mstep: Class 49 contains 3225 members 
Mstep: Class 50 contains 22288 members 
Mstep: Class 51 contains 5547 members 
Entering Unmasked Estep 
Score: -100307408.000000 Penalty: 112857.750000
Splitting cluster 5 changes total score from -100307712.000000 to -100307408.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (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: -157646.015625 Penalty: 1162.498047
	Iteration 0F: 2 clusters Score -157646 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -156013.156250 Penalty: 2324.996094
	Iteration 0F: 3 clusters Score -156013.2 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -156334.843750 Penalty: 2324.996094
	Iteration 1F: 3 clusters Score -156334.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -156409.765625 Penalty: 2324.996094
	Iteration 2F: 3 clusters Score -156409.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -156445.578125 Penalty: 2324.996094
	Iteration 3Q: 3 clusters Score -156445.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -156471.156250 Penalty: 2324.996094
	Iteration 4Q: 3 clusters Score -156471.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -156485.937500 Penalty: 2324.996094
	Iteration 5Q: 3 clusters Score -156485.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -156500.625000 Penalty: 2324.996094
	Iteration 6Q: 3 clusters Score -156500.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -156515.390625 Penalty: 2324.996094
	Iteration 7Q: 3 clusters Score -156515.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -156533.687500 Penalty: 2324.996094
	Iteration 8Q: 3 clusters Score -156533.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -156553.656250 Penalty: 2324.996094
	Iteration 9Q: 3 clusters Score -156553.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -156571.046875 Penalty: 2324.996094
	Iteration 10Q: 3 clusters Score -156571 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -156592.125000 Penalty: 2324.996094
	Iteration 11Q: 3 clusters Score -156592.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -156611.859375 Penalty: 2324.996094
	Iteration 12Q: 3 clusters Score -156611.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -156632.203125 Penalty: 2324.996094
	Iteration 13Q: 3 clusters Score -156632.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -156648.984375 Penalty: 2324.996094
	Iteration 14Q: 3 clusters Score -156649 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -156660.578125 Penalty: 2324.996094
	Iteration 15Q: 3 clusters Score -156660.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -156670.687500 Penalty: 2324.996094
	Iteration 16Q: 3 clusters Score -156670.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -156677.515625 Penalty: 2324.996094
	Iteration 17Q: 3 clusters Score -156677.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -156680.640625 Penalty: 2324.996094
	Iteration 18Q: 3 clusters Score -156680.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -156682.031250 Penalty: 2324.996094
	Iteration 19Q: 3 clusters Score -156682 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -156683.234375 Penalty: 2324.996094
	Iteration 20F: 3 clusters Score -156683.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (476 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Entering Unmasked Estep 
Score: -50619.191406 Penalty: 1001.880371
	Iteration 0F: 2 clusters Score -50619.19 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 234 members 
Entering Unmasked Estep 
Score: -49742.628906 Penalty: 2003.760742
	Iteration 0F: 3 clusters Score -49742.63 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -50064.652344 Penalty: 2003.760742
	Iteration 1F: 3 clusters Score -50064.65 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -50183.597656 Penalty: 2003.760742
	Iteration 2F: 3 clusters Score -50183.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -50269.488281 Penalty: 2003.760742
	Iteration 3F: 3 clusters Score -50269.49 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -50358.558594 Penalty: 2003.760742
	Iteration 4F: 3 clusters Score -50358.56 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -50442.449219 Penalty: 2003.760742
	Iteration 5Q: 3 clusters Score -50442.45 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -50510.343750 Penalty: 2003.760742
	Iteration 6Q: 3 clusters Score -50510.34 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -50536.957031 Penalty: 2003.760742
	Iteration 7Q: 3 clusters Score -50536.96 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -50541.464844 Penalty: 2003.760742
	Iteration 8Q: 3 clusters Score -50541.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -50541.464844 Penalty: 2003.760742
	Iteration 9F: 3 clusters Score -50541.46 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (10152 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10152 members 
Entering Unmasked Estep 
Score: -1222752.125000 Penalty: 1499.131714
	Iteration 0F: 2 clusters Score -1222752 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -1215478.125000 Penalty: 2998.263428
	Iteration 0F: 3 clusters Score -1215478 nChanged 4412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 4805 members 
Entering Unmasked Estep 
Score: -1217926.875000 Penalty: 2998.263428
	Iteration 1F: 3 clusters Score -1217927 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -1218271.000000 Penalty: 2998.263428
	Iteration 2F: 3 clusters Score -1218271 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5728 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -1218555.875000 Penalty: 2998.263428
	Iteration 3F: 3 clusters Score -1218556 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5953 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -1218769.000000 Penalty: 2998.263428
	Iteration 4Q: 3 clusters Score -1218769 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6198 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -1218962.375000 Penalty: 2998.263428
	Iteration 5Q: 3 clusters Score -1218962 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6490 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -1219191.500000 Penalty: 2998.263428
	Iteration 6Q: 3 clusters Score -1219192 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6822 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -1219444.625000 Penalty: 2998.263428
	Iteration 7Q: 3 clusters Score -1219445 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7163 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -1219697.625000 Penalty: 2998.263428
	Iteration 8Q: 3 clusters Score -1219698 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7521 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -1219977.250000 Penalty: 2998.263428
	Iteration 9Q: 3 clusters Score -1219977 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7917 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -1220341.375000 Penalty: 2998.263428
	Iteration 10Q: 3 clusters Score -1220341 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8292 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -1220675.375000 Penalty: 2998.263428
	Iteration 11Q: 3 clusters Score -1220675 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8538 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -1220869.375000 Penalty: 2998.263428
	Iteration 12Q: 3 clusters Score -1220869 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8730 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -1221029.250000 Penalty: 2998.263428
	Iteration 13Q: 3 clusters Score -1221029 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8895 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -1221168.750000 Penalty: 2998.263428
	Iteration 14Q: 3 clusters Score -1221169 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9021 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -1221254.500000 Penalty: 2998.263428
	Iteration 15Q: 3 clusters Score -1221254 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9113 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -1221302.500000 Penalty: 2998.263428
	Iteration 16Q: 3 clusters Score -1221302 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9192 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -1221347.000000 Penalty: 2998.263428
	Iteration 17Q: 3 clusters Score -1221347 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9264 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -1221392.875000 Penalty: 2998.263428
	Iteration 18Q: 3 clusters Score -1221393 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9326 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -1221430.250000 Penalty: 2998.263428
	Iteration 19Q: 3 clusters Score -1221430 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9376 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -1221463.125000 Penalty: 2998.263428
	Iteration 20F: 3 clusters Score -1221463 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9421 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -1221488.750000 Penalty: 2998.263428
	Iteration 21Q: 3 clusters Score -1221489 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9452 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -1221504.375000 Penalty: 2998.263428
	Iteration 22Q: 3 clusters Score -1221504 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9473 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -1221514.375000 Penalty: 2998.263428
	Iteration 23Q: 3 clusters Score -1221514 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9496 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -1221526.500000 Penalty: 2998.263428
	Iteration 24Q: 3 clusters Score -1221526 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9508 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -1221531.250000 Penalty: 2998.263428
	Iteration 25Q: 3 clusters Score -1221531 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9516 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -1221534.125000 Penalty: 2998.263428
	Iteration 26Q: 3 clusters Score -1221534 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9520 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -1221534.250000 Penalty: 2998.263428
	Iteration 27Q: 3 clusters Score -1221534 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9523 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -1221535.125000 Penalty: 2998.263428
	Iteration 28Q: 3 clusters Score -1221535 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9528 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -1221537.875000 Penalty: 2998.263428
	Iteration 29Q: 3 clusters Score -1221538 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9531 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -1221539.375000 Penalty: 2998.263428
	Iteration 30Q: 3 clusters Score -1221539 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9536 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -1221541.750000 Penalty: 2998.263428
	Iteration 31Q: 3 clusters Score -1221542 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9541 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -1221542.375000 Penalty: 2998.263428
	Iteration 32Q: 3 clusters Score -1221542 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9544 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -1221545.125000 Penalty: 2998.263428
	Iteration 33Q: 3 clusters Score -1221545 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9554 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -1221545.500000 Penalty: 2998.263428
	Iteration 34Q: 3 clusters Score -1221546 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9562 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -1221551.625000 Penalty: 2998.263428
	Iteration 35Q: 3 clusters Score -1221552 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9567 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -1221553.375000 Penalty: 2998.263428
	Iteration 36Q: 3 clusters Score -1221553 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9573 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -1221555.625000 Penalty: 2998.263428
	Iteration 37Q: 3 clusters Score -1221556 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9578 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -1221558.125000 Penalty: 2998.263428
	Iteration 38Q: 3 clusters Score -1221558 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9583 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -1221557.375000 Penalty: 2998.263428
	Iteration 39Q: 3 clusters Score -1221557 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9589 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -1221564.250000 Penalty: 2998.263428
	Iteration 40F: 3 clusters Score -1221564 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9594 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -1221565.625000 Penalty: 2998.263428
	Iteration 41Q: 3 clusters Score -1221566 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9599 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -1221566.750000 Penalty: 2998.263428
	Iteration 42Q: 3 clusters Score -1221567 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9602 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -1221567.125000 Penalty: 2998.263428
	Iteration 43Q: 3 clusters Score -1221567 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9606 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -1221572.125000 Penalty: 2998.263428
	Iteration 44Q: 3 clusters Score -1221572 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9609 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -1221573.375000 Penalty: 2998.263428
	Iteration 45Q: 3 clusters Score -1221573 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9610 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -1221575.000000 Penalty: 2998.263428
	Iteration 46Q: 3 clusters Score -1221575 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9611 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -1221575.500000 Penalty: 2998.263428
	Iteration 47Q: 3 clusters Score -1221576 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9619 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -1221580.250000 Penalty: 2998.263428
	Iteration 48Q: 3 clusters Score -1221580 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9626 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -1221584.125000 Penalty: 2998.263428
	Iteration 49Q: 3 clusters Score -1221584 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9630 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -1221585.875000 Penalty: 2998.263428
	Iteration 50Q: 3 clusters Score -1221586 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9634 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -1221586.125000 Penalty: 2998.263428
	Iteration 51Q: 3 clusters Score -1221586 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9639 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -1221587.750000 Penalty: 2998.263428
	Iteration 52Q: 3 clusters Score -1221588 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9642 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -1221589.250000 Penalty: 2998.263428
	Iteration 53Q: 3 clusters Score -1221589 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9643 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -1221589.875000 Penalty: 2998.263428
	Iteration 54Q: 3 clusters Score -1221590 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9643 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -1221589.875000 Penalty: 2998.263428
	Iteration 55F: 3 clusters Score -1221590 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (25487 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25487 members 
Entering Unmasked Estep 
Score: -3096216.750000 Penalty: 1648.712646
	Iteration 0F: 2 clusters Score -3096217 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12807 members 
Mstep: Class 2 contains 12680 members 
Entering Unmasked Estep 
Score: -3078790.750000 Penalty: 3297.425293
	Iteration 0F: 3 clusters Score -3078791 nChanged 11683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13202 members 
Mstep: Class 2 contains 12285 members 
Entering Unmasked Estep 
Score: -3085430.250000 Penalty: 3297.425293
	Iteration 1F: 3 clusters Score -3085430 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13511 members 
Mstep: Class 2 contains 11976 members 
Entering Unmasked Estep 
Score: -3085915.500000 Penalty: 3297.425293
	Iteration 2F: 3 clusters Score -3085916 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13932 members 
Mstep: Class 2 contains 11555 members 
Entering Unmasked Estep 
Score: -3086431.250000 Penalty: 3297.425293
	Iteration 3Q: 3 clusters Score -3086431 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14515 members 
Mstep: Class 2 contains 10972 members 
Entering Unmasked Estep 
Score: -3086952.500000 Penalty: 3297.425293
	Iteration 4Q: 3 clusters Score -3086952 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15224 members 
Mstep: Class 2 contains 10263 members 
Entering Unmasked Estep 
Score: -3087528.000000 Penalty: 3297.425293
	Iteration 5Q: 3 clusters Score -3087528 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16099 members 
Mstep: Class 2 contains 9388 members 
Entering Unmasked Estep 
Score: -3088188.250000 Penalty: 3297.425293
	Iteration 6F: 3 clusters Score -3088188 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17134 members 
Mstep: Class 2 contains 8353 members 
Entering Unmasked Estep 
Score: -3088936.000000 Penalty: 3297.425293
	Iteration 7F: 3 clusters Score -3088936 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18299 members 
Mstep: Class 2 contains 7188 members 
Entering Unmasked Estep 
Score: -3089754.500000 Penalty: 3297.425293
	Iteration 8F: 3 clusters Score -3089754 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19529 members 
Mstep: Class 2 contains 5958 members 
Entering Unmasked Estep 
Score: -3090685.250000 Penalty: 3297.425293
	Iteration 9F: 3 clusters Score -3090685 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20766 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -3091626.000000 Penalty: 3297.425293
	Iteration 10F: 3 clusters Score -3091626 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21878 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -3092534.750000 Penalty: 3297.425293
	Iteration 11Q: 3 clusters Score -3092535 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22802 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -3093315.250000 Penalty: 3297.425293
	Iteration 12Q: 3 clusters Score -3093315 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23462 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -3093879.750000 Penalty: 3297.425293
	Iteration 13Q: 3 clusters Score -3093880 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23917 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -3094318.500000 Penalty: 3297.425293
	Iteration 14Q: 3 clusters Score -3094318 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24191 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -3094589.000000 Penalty: 3297.425293
	Iteration 15Q: 3 clusters Score -3094589 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24385 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -3094784.500000 Penalty: 3297.425293
	Iteration 16Q: 3 clusters Score -3094784 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24500 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -3094900.250000 Penalty: 3297.425293
	Iteration 17Q: 3 clusters Score -3094900 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24592 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -3095008.000000 Penalty: 3297.425293
	Iteration 18Q: 3 clusters Score -3095008 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24650 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -3095068.250000 Penalty: 3297.425293
	Iteration 19Q: 3 clusters Score -3095068 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24691 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -3095092.750000 Penalty: 3297.425293
	Iteration 20F: 3 clusters Score -3095093 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24710 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -3095112.000000 Penalty: 3297.425293
	Iteration 21Q: 3 clusters Score -3095112 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24723 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -3095132.500000 Penalty: 3297.425293
	Iteration 22Q: 3 clusters Score -3095132 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24735 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -3095143.250000 Penalty: 3297.425293
	Iteration 23Q: 3 clusters Score -3095143 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24743 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -3095147.250000 Penalty: 3297.425293
	Iteration 24Q: 3 clusters Score -3095147 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24751 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -3095154.250000 Penalty: 3297.425293
	Iteration 25Q: 3 clusters Score -3095154 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24760 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -3095161.000000 Penalty: 3297.425293
	Iteration 26Q: 3 clusters Score -3095161 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24762 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -3095165.500000 Penalty: 3297.425293
	Iteration 27Q: 3 clusters Score -3095166 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24764 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -3095170.500000 Penalty: 3297.425293
	Iteration 28Q: 3 clusters Score -3095170 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24766 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -3095173.000000 Penalty: 3297.425293
	Iteration 29Q: 3 clusters Score -3095173 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24766 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -3095174.000000 Penalty: 3297.425293
	Iteration 30Q: 3 clusters Score -3095174 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24766 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -3095174.000000 Penalty: 3297.425293
	Iteration 31F: 3 clusters Score -3095174 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (33094 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33094 members 
Entering Unmasked Estep 
Score: -4282008.000000 Penalty: 1691.154907
	Iteration 0F: 2 clusters Score -4282008 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16610 members 
Mstep: Class 2 contains 16484 members 
Entering Unmasked Estep 
Score: -4259719.500000 Penalty: 3382.309814
	Iteration 0F: 3 clusters Score -4259720 nChanged 15295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16843 members 
Mstep: Class 2 contains 16251 members 
Entering Unmasked Estep 
Score: -4267997.500000 Penalty: 3382.309814
	Iteration 1F: 3 clusters Score -4267998 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17010 members 
Mstep: Class 2 contains 16084 members 
Entering Unmasked Estep 
Score: -4268263.000000 Penalty: 3382.309814
	Iteration 2Q: 3 clusters Score -4268263 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17226 members 
Mstep: Class 2 contains 15868 members 
Entering Unmasked Estep 
Score: -4268539.000000 Penalty: 3382.309814
	Iteration 3Q: 3 clusters Score -4268539 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17510 members 
Mstep: Class 2 contains 15584 members 
Entering Unmasked Estep 
Score: -4268843.000000 Penalty: 3382.309814
	Iteration 4Q: 3 clusters Score -4268843 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17937 members 
Mstep: Class 2 contains 15157 members 
Entering Unmasked Estep 
Score: -4269172.000000 Penalty: 3382.309814
	Iteration 5Q: 3 clusters Score -4269172 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18566 members 
Mstep: Class 2 contains 14528 members 
Entering Unmasked Estep 
Score: -4269589.000000 Penalty: 3382.309814
	Iteration 6Q: 3 clusters Score -4269589 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19432 members 
Mstep: Class 2 contains 13662 members 
Entering Unmasked Estep 
Score: -4270180.000000 Penalty: 3382.309814
	Iteration 7Q: 3 clusters Score -4270180 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20547 members 
Mstep: Class 2 contains 12547 members 
Entering Unmasked Estep 
Score: -4271021.500000 Penalty: 3382.309814
	Iteration 8Q: 3 clusters Score -4271022 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21957 members 
Mstep: Class 2 contains 11137 members 
Entering Unmasked Estep 
Score: -4272156.500000 Penalty: 3382.309814
	Iteration 9F: 3 clusters Score -4272156 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23462 members 
Mstep: Class 2 contains 9632 members 
Entering Unmasked Estep 
Score: -4273454.000000 Penalty: 3382.309814
	Iteration 10F: 3 clusters Score -4273454 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24943 members 
Mstep: Class 2 contains 8151 members 
Entering Unmasked Estep 
Score: -4274737.500000 Penalty: 3382.309814
	Iteration 11F: 3 clusters Score -4274738 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26189 members 
Mstep: Class 2 contains 6905 members 
Entering Unmasked Estep 
Score: -4275785.500000 Penalty: 3382.309814
	Iteration 12Q: 3 clusters Score -4275786 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27264 members 
Mstep: Class 2 contains 5830 members 
Entering Unmasked Estep 
Score: -4276593.500000 Penalty: 3382.309814
	Iteration 13Q: 3 clusters Score -4276594 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28204 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -4277228.500000 Penalty: 3382.309814
	Iteration 14Q: 3 clusters Score -4277228 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29023 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -4277741.000000 Penalty: 3382.309814
	Iteration 15Q: 3 clusters Score -4277741 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29776 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -4278213.000000 Penalty: 3382.309814
	Iteration 16Q: 3 clusters Score -4278213 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30460 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -4278675.000000 Penalty: 3382.309814
	Iteration 17Q: 3 clusters Score -4278675 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31064 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -4279095.000000 Penalty: 3382.309814
	Iteration 18Q: 3 clusters Score -4279095 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31596 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -4279494.000000 Penalty: 3382.309814
	Iteration 19Q: 3 clusters Score -4279494 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32032 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -4279816.500000 Penalty: 3382.309814
	Iteration 20F: 3 clusters Score -4279816 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32355 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -4280078.500000 Penalty: 3382.309814
	Iteration 21Q: 3 clusters Score -4280078 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32553 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -4280249.000000 Penalty: 3382.309814
	Iteration 22Q: 3 clusters Score -4280249 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32678 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -4280364.500000 Penalty: 3382.309814
	Iteration 23Q: 3 clusters Score -4280364 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32750 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -4280427.500000 Penalty: 3382.309814
	Iteration 24Q: 3 clusters Score -4280428 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32779 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -4280458.500000 Penalty: 3382.309814
	Iteration 25Q: 3 clusters Score -4280458 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32794 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -4280481.500000 Penalty: 3382.309814
	Iteration 26Q: 3 clusters Score -4280482 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32800 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -4280482.000000 Penalty: 3382.309814
	Iteration 27Q: 3 clusters Score -4280482 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32808 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -4280486.500000 Penalty: 3382.309814
	Iteration 28Q: 3 clusters Score -4280486 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32813 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -4280495.000000 Penalty: 3382.309814
	Iteration 29Q: 3 clusters Score -4280495 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32818 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -4280499.000000 Penalty: 3382.309814
	Iteration 30Q: 3 clusters Score -4280499 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32823 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -4280504.000000 Penalty: 3382.309814
	Iteration 31Q: 3 clusters Score -4280504 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32824 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -4280513.000000 Penalty: 3382.309814
	Iteration 32Q: 3 clusters Score -4280513 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32825 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -4280510.000000 Penalty: 3382.309814
	Iteration 33Q: 3 clusters Score -4280510 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32825 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -4280510.000000 Penalty: 3382.309814
	Iteration 34F: 3 clusters Score -4280510 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (2161 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Entering Unmasked Estep 
Score: -257028.812500 Penalty: 1247.728027
	Iteration 0F: 2 clusters Score -257028.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -254806.578125 Penalty: 2495.456055
	Iteration 0F: 3 clusters Score -254806.6 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -255309.296875 Penalty: 2495.456055
	Iteration 1F: 3 clusters Score -255309.3 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -255466.718750 Penalty: 2495.456055
	Iteration 2F: 3 clusters Score -255466.7 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -255574.890625 Penalty: 2495.456055
	Iteration 3F: 3 clusters Score -255574.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -255668.609375 Penalty: 2495.456055
	Iteration 4Q: 3 clusters Score -255668.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -255751.250000 Penalty: 2495.456055
	Iteration 5Q: 3 clusters Score -255751.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -255827.093750 Penalty: 2495.456055
	Iteration 6Q: 3 clusters Score -255827.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -255883.937500 Penalty: 2495.456055
	Iteration 7Q: 3 clusters Score -255883.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -255925.265625 Penalty: 2495.456055
	Iteration 8Q: 3 clusters Score -255925.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -255951.656250 Penalty: 2495.456055
	Iteration 9Q: 3 clusters Score -255951.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -255974.546875 Penalty: 2495.456055
	Iteration 10Q: 3 clusters Score -255974.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -256000.531250 Penalty: 2495.456055
	Iteration 11Q: 3 clusters Score -256000.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -256019.843750 Penalty: 2495.456055
	Iteration 12Q: 3 clusters Score -256019.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -256037.265625 Penalty: 2495.456055
	Iteration 13Q: 3 clusters Score -256037.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -256054.000000 Penalty: 2495.456055
	Iteration 14Q: 3 clusters Score -256054 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -256069.640625 Penalty: 2495.456055
	Iteration 15Q: 3 clusters Score -256069.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -256080.312500 Penalty: 2495.456055
	Iteration 16Q: 3 clusters Score -256080.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -256088.843750 Penalty: 2495.456055
	Iteration 17Q: 3 clusters Score -256088.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -256096.015625 Penalty: 2495.456055
	Iteration 18Q: 3 clusters Score -256096 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -256102.343750 Penalty: 2495.456055
	Iteration 19Q: 3 clusters Score -256102.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -256105.484375 Penalty: 2495.456055
	Iteration 20F: 3 clusters Score -256105.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -256109.140625 Penalty: 2495.456055
	Iteration 21Q: 3 clusters Score -256109.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -256111.859375 Penalty: 2495.456055
	Iteration 22Q: 3 clusters Score -256111.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -256114.765625 Penalty: 2495.456055
	Iteration 23Q: 3 clusters Score -256114.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -256120.281250 Penalty: 2495.456055
	Iteration 24Q: 3 clusters Score -256120.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -256124.796875 Penalty: 2495.456055
	Iteration 25Q: 3 clusters Score -256124.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -256126.359375 Penalty: 2495.456055
	Iteration 26Q: 3 clusters Score -256126.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -256127.312500 Penalty: 2495.456055
	Iteration 27Q: 3 clusters Score -256127.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -256127.812500 Penalty: 2495.456055
	Iteration 28Q: 3 clusters Score -256127.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -256127.812500 Penalty: 2495.456055
	Iteration 29F: 3 clusters Score -256127.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (73111 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73111 members 
Entering Unmasked Estep 
Score: -9289888.000000 Penalty: 1819.956787
	Iteration 0F: 2 clusters Score -9289888 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36494 members 
Mstep: Class 2 contains 36617 members 
Entering Unmasked Estep 
Score: -9241128.000000 Penalty: 3639.913574
	Iteration 0F: 3 clusters Score -9241128 nChanged 34570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36654 members 
Mstep: Class 2 contains 36457 members 
Entering Unmasked Estep 
Score: -9261015.000000 Penalty: 3639.913574
	Iteration 1F: 3 clusters Score -9261015 nChanged 2665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36619 members 
Mstep: Class 2 contains 36492 members 
Entering Unmasked Estep 
Score: -9261698.000000 Penalty: 3639.913574
	Iteration 2Q: 3 clusters Score -9261698 nChanged 2663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36482 members 
Mstep: Class 2 contains 36629 members 
Entering Unmasked Estep 
Score: -9262446.000000 Penalty: 3639.913574
	Iteration 3Q: 3 clusters Score -9262446 nChanged 2769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36301 members 
Mstep: Class 2 contains 36810 members 
Entering Unmasked Estep 
Score: -9263329.000000 Penalty: 3639.913574
	Iteration 4Q: 3 clusters Score -9263329 nChanged 2735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35912 members 
Mstep: Class 2 contains 37199 members 
Entering Unmasked Estep 
Score: -9264113.000000 Penalty: 3639.913574
	Iteration 5Q: 3 clusters Score -9264113 nChanged 2891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35345 members 
Mstep: Class 2 contains 37766 members 
Entering Unmasked Estep 
Score: -9265131.000000 Penalty: 3639.913574
	Iteration 6Q: 3 clusters Score -9265131 nChanged 3130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34505 members 
Mstep: Class 2 contains 38606 members 
Entering Unmasked Estep 
Score: -9266493.000000 Penalty: 3639.913574
	Iteration 7Q: 3 clusters Score -9266493 nChanged 3330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33207 members 
Mstep: Class 2 contains 39904 members 
Entering Unmasked Estep 
Score: -9268262.000000 Penalty: 3639.913574
	Iteration 8Q: 3 clusters Score -9268262 nChanged 3573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31496 members 
Mstep: Class 2 contains 41615 members 
Entering Unmasked Estep 
Score: -9270221.000000 Penalty: 3639.913574
	Iteration 9Q: 3 clusters Score -9270221 nChanged 3566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29374 members 
Mstep: Class 2 contains 43737 members 
Entering Unmasked Estep 
Score: -9272357.000000 Penalty: 3639.913574
	Iteration 10Q: 3 clusters Score -9272357 nChanged 3423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26991 members 
Mstep: Class 2 contains 46120 members 
Entering Unmasked Estep 
Score: -9274192.000000 Penalty: 3639.913574
	Iteration 11Q: 3 clusters Score -9274192 nChanged 3086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24615 members 
Mstep: Class 2 contains 48496 members 
Entering Unmasked Estep 
Score: -9275741.000000 Penalty: 3639.913574
	Iteration 12Q: 3 clusters Score -9275741 nChanged 2727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22278 members 
Mstep: Class 2 contains 50833 members 
Entering Unmasked Estep 
Score: -9277066.000000 Penalty: 3639.913574
	Iteration 13Q: 3 clusters Score -9277066 nChanged 2513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19905 members 
Mstep: Class 2 contains 53206 members 
Entering Unmasked Estep 
Score: -9278278.000000 Penalty: 3639.913574
	Iteration 14Q: 3 clusters Score -9278278 nChanged 2463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17470 members 
Mstep: Class 2 contains 55641 members 
Entering Unmasked Estep 
Score: -9279578.000000 Penalty: 3639.913574
	Iteration 15Q: 3 clusters Score -9279578 nChanged 2337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15141 members 
Mstep: Class 2 contains 57970 members 
Entering Unmasked Estep 
Score: -9280769.000000 Penalty: 3639.913574
	Iteration 16Q: 3 clusters Score -9280769 nChanged 2225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12920 members 
Mstep: Class 2 contains 60191 members 
Entering Unmasked Estep 
Score: -9281943.000000 Penalty: 3639.913574
	Iteration 17Q: 3 clusters Score -9281943 nChanged 2121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10803 members 
Mstep: Class 2 contains 62308 members 
Entering Unmasked Estep 
Score: -9283213.000000 Penalty: 3639.913574
	Iteration 18Q: 3 clusters Score -9283213 nChanged 1999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8804 members 
Mstep: Class 2 contains 64307 members 
Entering Unmasked Estep 
Score: -9284379.000000 Penalty: 3639.913574
	Iteration 19Q: 3 clusters Score -9284379 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7006 members 
Mstep: Class 2 contains 66105 members 
Entering Unmasked Estep 
Score: -9285474.000000 Penalty: 3639.913574
	Iteration 20F: 3 clusters Score -9285474 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5474 members 
Mstep: Class 2 contains 67637 members 
Entering Unmasked Estep 
Score: -9286380.000000 Penalty: 3639.913574
	Iteration 21Q: 3 clusters Score -9286380 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 68874 members 
Entering Unmasked Estep 
Score: -9287053.000000 Penalty: 3639.913574
	Iteration 22Q: 3 clusters Score -9287053 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 69813 members 
Entering Unmasked Estep 
Score: -9287585.000000 Penalty: 3639.913574
	Iteration 23Q: 3 clusters Score -9287585 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 70485 members 
Entering Unmasked Estep 
Score: -9287896.000000 Penalty: 3639.913574
	Iteration 24Q: 3 clusters Score -9287896 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 70962 members 
Entering Unmasked Estep 
Score: -9288148.000000 Penalty: 3639.913574
	Iteration 25Q: 3 clusters Score -9288148 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 71272 members 
Entering Unmasked Estep 
Score: -9288272.000000 Penalty: 3639.913574
	Iteration 26Q: 3 clusters Score -9288272 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 71466 members 
Entering Unmasked Estep 
Score: -9288376.000000 Penalty: 3639.913574
	Iteration 27Q: 3 clusters Score -9288376 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 71614 members 
Entering Unmasked Estep 
Score: -9288426.000000 Penalty: 3639.913574
	Iteration 28Q: 3 clusters Score -9288426 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 71730 members 
Entering Unmasked Estep 
Score: -9288466.000000 Penalty: 3639.913574
	Iteration 29Q: 3 clusters Score -9288466 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 71812 members 
Entering Unmasked Estep 
Score: -9288479.000000 Penalty: 3639.913574
	Iteration 30Q: 3 clusters Score -9288479 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 71880 members 
Entering Unmasked Estep 
Score: -9288515.000000 Penalty: 3639.913574
	Iteration 31Q: 3 clusters Score -9288515 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 71926 members 
Entering Unmasked Estep 
Score: -9288524.000000 Penalty: 3639.913574
	Iteration 32Q: 3 clusters Score -9288524 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 71965 members 
Entering Unmasked Estep 
Score: -9288542.000000 Penalty: 3639.913574
	Iteration 33Q: 3 clusters Score -9288542 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 71997 members 
Entering Unmasked Estep 
Score: -9288552.000000 Penalty: 3639.913574
	Iteration 34Q: 3 clusters Score -9288552 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 72023 members 
Entering Unmasked Estep 
Score: -9288569.000000 Penalty: 3639.913574
	Iteration 35Q: 3 clusters Score -9288569 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 72046 members 
Entering Unmasked Estep 
Score: -9288569.000000 Penalty: 3639.913574
	Iteration 36Q: 3 clusters Score -9288569 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 72069 members 
Entering Unmasked Estep 
Score: -9288573.000000 Penalty: 3639.913574
	Iteration 37Q: 3 clusters Score -9288573 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 72075 members 
Entering Unmasked Estep 
Score: -9288578.000000 Penalty: 3639.913574
	Iteration 38Q: 3 clusters Score -9288578 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 72086 members 
Entering Unmasked Estep 
Score: -9288588.000000 Penalty: 3639.913574
	Iteration 39Q: 3 clusters Score -9288588 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 72094 members 
Entering Unmasked Estep 
Score: -9288585.000000 Penalty: 3639.913574
	Iteration 40F: 3 clusters Score -9288585 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 72104 members 
Entering Unmasked Estep 
Score: -9288583.000000 Penalty: 3639.913574
	Iteration 41Q: 3 clusters Score -9288583 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 72112 members 
Entering Unmasked Estep 
Score: -9288598.000000 Penalty: 3639.913574
	Iteration 42Q: 3 clusters Score -9288598 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 72121 members 
Entering Unmasked Estep 
Score: -9288597.000000 Penalty: 3639.913574
	Iteration 43Q: 3 clusters Score -9288597 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 72129 members 
Entering Unmasked Estep 
Score: -9288605.000000 Penalty: 3639.913574
	Iteration 44Q: 3 clusters Score -9288605 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 72133 members 
Entering Unmasked Estep 
Score: -9288606.000000 Penalty: 3639.913574
	Iteration 45Q: 3 clusters Score -9288606 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 72136 members 
Entering Unmasked Estep 
Score: -9288607.000000 Penalty: 3639.913574
	Iteration 46Q: 3 clusters Score -9288607 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 72136 members 
Entering Unmasked Estep 
Score: -9288607.000000 Penalty: 3639.913574
	Iteration 47F: 3 clusters Score -9288607 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (18147 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18147 members 
Entering Unmasked Estep 
Score: -2267687.750000 Penalty: 1593.517212
	Iteration 0F: 2 clusters Score -2267688 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9033 members 
Mstep: Class 2 contains 9114 members 
Entering Unmasked Estep 
Score: -2255165.750000 Penalty: 3187.034424
	Iteration 0F: 3 clusters Score -2255166 nChanged 8238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8889 members 
Mstep: Class 2 contains 9258 members 
Entering Unmasked Estep 
Score: -2259793.250000 Penalty: 3187.034424
	Iteration 1F: 3 clusters Score -2259793 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8794 members 
Mstep: Class 2 contains 9353 members 
Entering Unmasked Estep 
Score: -2260218.500000 Penalty: 3187.034424
	Iteration 2F: 3 clusters Score -2260218 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8673 members 
Mstep: Class 2 contains 9474 members 
Entering Unmasked Estep 
Score: -2260627.000000 Penalty: 3187.034424
	Iteration 3F: 3 clusters Score -2260627 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8514 members 
Mstep: Class 2 contains 9633 members 
Entering Unmasked Estep 
Score: -2261094.000000 Penalty: 3187.034424
	Iteration 4F: 3 clusters Score -2261094 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8375 members 
Mstep: Class 2 contains 9772 members 
Entering Unmasked Estep 
Score: -2261641.750000 Penalty: 3187.034424
	Iteration 5F: 3 clusters Score -2261642 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8223 members 
Mstep: Class 2 contains 9924 members 
Entering Unmasked Estep 
Score: -2262232.500000 Penalty: 3187.034424
	Iteration 6F: 3 clusters Score -2262232 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8077 members 
Mstep: Class 2 contains 10070 members 
Entering Unmasked Estep 
Score: -2262834.750000 Penalty: 3187.034424
	Iteration 7F: 3 clusters Score -2262835 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7959 members 
Mstep: Class 2 contains 10188 members 
Entering Unmasked Estep 
Score: -2263406.000000 Penalty: 3187.034424
	Iteration 8F: 3 clusters Score -2263406 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7849 members 
Mstep: Class 2 contains 10298 members 
Entering Unmasked Estep 
Score: -2264016.250000 Penalty: 3187.034424
	Iteration 9F: 3 clusters Score -2264016 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7780 members 
Mstep: Class 2 contains 10367 members 
Entering Unmasked Estep 
Score: -2264658.500000 Penalty: 3187.034424
	Iteration 10Q: 3 clusters Score -2264658 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7729 members 
Mstep: Class 2 contains 10418 members 
Entering Unmasked Estep 
Score: -2265281.750000 Penalty: 3187.034424
	Iteration 11Q: 3 clusters Score -2265282 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7707 members 
Mstep: Class 2 contains 10440 members 
Entering Unmasked Estep 
Score: -2265789.500000 Penalty: 3187.034424
	Iteration 12Q: 3 clusters Score -2265790 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7660 members 
Mstep: Class 2 contains 10487 members 
Entering Unmasked Estep 
Score: -2266132.750000 Penalty: 3187.034424
	Iteration 13Q: 3 clusters Score -2266133 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7565 members 
Mstep: Class 2 contains 10582 members 
Entering Unmasked Estep 
Score: -2266384.000000 Penalty: 3187.034424
	Iteration 14Q: 3 clusters Score -2266384 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7467 members 
Mstep: Class 2 contains 10680 members 
Entering Unmasked Estep 
Score: -2266549.500000 Penalty: 3187.034424
	Iteration 15Q: 3 clusters Score -2266550 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7359 members 
Mstep: Class 2 contains 10788 members 
Entering Unmasked Estep 
Score: -2266683.000000 Penalty: 3187.034424
	Iteration 16Q: 3 clusters Score -2266683 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7254 members 
Mstep: Class 2 contains 10893 members 
Entering Unmasked Estep 
Score: -2266772.750000 Penalty: 3187.034424
	Iteration 17Q: 3 clusters Score -2266773 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7146 members 
Mstep: Class 2 contains 11001 members 
Entering Unmasked Estep 
Score: -2266827.000000 Penalty: 3187.034424
	Iteration 18Q: 3 clusters Score -2266827 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7054 members 
Mstep: Class 2 contains 11093 members 
Entering Unmasked Estep 
Score: -2266863.500000 Penalty: 3187.034424
	Iteration 19Q: 3 clusters Score -2266864 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6980 members 
Mstep: Class 2 contains 11167 members 
Entering Unmasked Estep 
Score: -2266895.750000 Penalty: 3187.034424
	Iteration 20F: 3 clusters Score -2266896 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6909 members 
Mstep: Class 2 contains 11238 members 
Entering Unmasked Estep 
Score: -2266916.250000 Penalty: 3187.034424
	Iteration 21Q: 3 clusters Score -2266916 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6847 members 
Mstep: Class 2 contains 11300 members 
Entering Unmasked Estep 
Score: -2266929.750000 Penalty: 3187.034424
	Iteration 22Q: 3 clusters Score -2266930 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6802 members 
Mstep: Class 2 contains 11345 members 
Entering Unmasked Estep 
Score: -2266941.500000 Penalty: 3187.034424
	Iteration 23Q: 3 clusters Score -2266942 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6765 members 
Mstep: Class 2 contains 11382 members 
Entering Unmasked Estep 
Score: -2266945.500000 Penalty: 3187.034424
	Iteration 24Q: 3 clusters Score -2266946 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6740 members 
Mstep: Class 2 contains 11407 members 
Entering Unmasked Estep 
Score: -2266945.750000 Penalty: 3187.034424
	Iteration 25Q: 3 clusters Score -2266946 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6722 members 
Mstep: Class 2 contains 11425 members 
Entering Unmasked Estep 
Score: -2266951.750000 Penalty: 3187.034424
	Iteration 26Q: 3 clusters Score -2266952 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6702 members 
Mstep: Class 2 contains 11445 members 
Entering Unmasked Estep 
Score: -2266956.000000 Penalty: 3187.034424
	Iteration 27Q: 3 clusters Score -2266956 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6685 members 
Mstep: Class 2 contains 11462 members 
Entering Unmasked Estep 
Score: -2266958.000000 Penalty: 3187.034424
	Iteration 28Q: 3 clusters Score -2266958 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6664 members 
Mstep: Class 2 contains 11483 members 
Entering Unmasked Estep 
Score: -2266961.000000 Penalty: 3187.034424
	Iteration 29Q: 3 clusters Score -2266961 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6644 members 
Mstep: Class 2 contains 11503 members 
Entering Unmasked Estep 
Score: -2266961.500000 Penalty: 3187.034424
	Iteration 30Q: 3 clusters Score -2266962 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6624 members 
Mstep: Class 2 contains 11523 members 
Entering Unmasked Estep 
Score: -2266965.250000 Penalty: 3187.034424
	Iteration 31Q: 3 clusters Score -2266965 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6600 members 
Mstep: Class 2 contains 11547 members 
Entering Unmasked Estep 
Score: -2266964.250000 Penalty: 3187.034424
	Iteration 32Q: 3 clusters Score -2266964 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6581 members 
Mstep: Class 2 contains 11566 members 
Entering Unmasked Estep 
Score: -2266965.500000 Penalty: 3187.034424
	Iteration 33Q: 3 clusters Score -2266966 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6559 members 
Mstep: Class 2 contains 11588 members 
Entering Unmasked Estep 
Score: -2266966.250000 Penalty: 3187.034424
	Iteration 34Q: 3 clusters Score -2266966 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6540 members 
Mstep: Class 2 contains 11607 members 
Entering Unmasked Estep 
Score: -2266963.750000 Penalty: 3187.034424
	Iteration 35Q: 3 clusters Score -2266964 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6520 members 
Mstep: Class 2 contains 11627 members 
Entering Unmasked Estep 
Score: -2266963.000000 Penalty: 3187.034424
	Iteration 36Q: 3 clusters Score -2266963 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6505 members 
Mstep: Class 2 contains 11642 members 
Entering Unmasked Estep 
Score: -2266967.000000 Penalty: 3187.034424
	Iteration 37Q: 3 clusters Score -2266967 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6488 members 
Mstep: Class 2 contains 11659 members 
Entering Unmasked Estep 
Score: -2266976.250000 Penalty: 3187.034424
	Iteration 38Q: 3 clusters Score -2266976 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6474 members 
Mstep: Class 2 contains 11673 members 
Entering Unmasked Estep 
Score: -2266979.250000 Penalty: 3187.034424
	Iteration 39Q: 3 clusters Score -2266979 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6462 members 
Mstep: Class 2 contains 11685 members 
Entering Unmasked Estep 
Score: -2266977.750000 Penalty: 3187.034424
	Iteration 40F: 3 clusters Score -2266978 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6458 members 
Mstep: Class 2 contains 11689 members 
Entering Unmasked Estep 
Score: -2266977.500000 Penalty: 3187.034424
	Iteration 41Q: 3 clusters Score -2266978 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6454 members 
Mstep: Class 2 contains 11693 members 
Entering Unmasked Estep 
Score: -2266982.750000 Penalty: 3187.034424
	Iteration 42Q: 3 clusters Score -2266983 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6452 members 
Mstep: Class 2 contains 11695 members 
Entering Unmasked Estep 
Score: -2266984.250000 Penalty: 3187.034424
	Iteration 43Q: 3 clusters Score -2266984 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6448 members 
Mstep: Class 2 contains 11699 members 
Entering Unmasked Estep 
Score: -2266985.000000 Penalty: 3187.034424
	Iteration 44Q: 3 clusters Score -2266985 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6445 members 
Mstep: Class 2 contains 11702 members 
Entering Unmasked Estep 
Score: -2266982.750000 Penalty: 3187.034424
	Iteration 45Q: 3 clusters Score -2266983 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6446 members 
Mstep: Class 2 contains 11701 members 
Entering Unmasked Estep 
Score: -2266983.750000 Penalty: 3187.034424
	Iteration 46Q: 3 clusters Score -2266984 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6448 members 
Mstep: Class 2 contains 11699 members 
Entering Unmasked Estep 
Score: -2266984.750000 Penalty: 3187.034424
	Iteration 47Q: 3 clusters Score -2266985 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6449 members 
Mstep: Class 2 contains 11698 members 
Entering Unmasked Estep 
Score: -2266982.250000 Penalty: 3187.034424
	Iteration 48Q: 3 clusters Score -2266982 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6447 members 
Mstep: Class 2 contains 11700 members 
Entering Unmasked Estep 
Score: -2266981.750000 Penalty: 3187.034424
	Iteration 49Q: 3 clusters Score -2266982 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6444 members 
Mstep: Class 2 contains 11703 members 
Entering Unmasked Estep 
Score: -2266981.000000 Penalty: 3187.034424
	Iteration 50Q: 3 clusters Score -2266981 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6441 members 
Mstep: Class 2 contains 11706 members 
Entering Unmasked Estep 
Score: -2266980.250000 Penalty: 3187.034424
	Iteration 51Q: 3 clusters Score -2266980 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6435 members 
Mstep: Class 2 contains 11712 members 
Entering Unmasked Estep 
Score: -2266981.500000 Penalty: 3187.034424
	Iteration 52Q: 3 clusters Score -2266982 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6431 members 
Mstep: Class 2 contains 11716 members 
Entering Unmasked Estep 
Score: -2266977.750000 Penalty: 3187.034424
	Iteration 53Q: 3 clusters Score -2266978 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6425 members 
Mstep: Class 2 contains 11722 members 
Entering Unmasked Estep 
Score: -2266979.000000 Penalty: 3187.034424
	Iteration 54Q: 3 clusters Score -2266979 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6416 members 
Mstep: Class 2 contains 11731 members 
Entering Unmasked Estep 
Score: -2266983.750000 Penalty: 3187.034424
	Iteration 55Q: 3 clusters Score -2266984 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6407 members 
Mstep: Class 2 contains 11740 members 
Entering Unmasked Estep 
Score: -2266983.000000 Penalty: 3187.034424
	Iteration 56Q: 3 clusters Score -2266983 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6402 members 
Mstep: Class 2 contains 11745 members 
Entering Unmasked Estep 
Score: -2266984.250000 Penalty: 3187.034424
	Iteration 57Q: 3 clusters Score -2266984 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6399 members 
Mstep: Class 2 contains 11748 members 
Entering Unmasked Estep 
Score: -2266985.750000 Penalty: 3187.034424
	Iteration 58Q: 3 clusters Score -2266986 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6398 members 
Mstep: Class 2 contains 11749 members 
Entering Unmasked Estep 
Score: -2266985.250000 Penalty: 3187.034424
	Iteration 59Q: 3 clusters Score -2266985 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6399 members 
Mstep: Class 2 contains 11748 members 
Entering Unmasked Estep 
Score: -2266986.000000 Penalty: 3187.034424
	Iteration 60F: 3 clusters Score -2266986 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6401 members 
Mstep: Class 2 contains 11746 members 
Entering Unmasked Estep 
Score: -2266982.250000 Penalty: 3187.034424
	Iteration 61Q: 3 clusters Score -2266982 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6402 members 
Mstep: Class 2 contains 11745 members 
Entering Unmasked Estep 
Score: -2266981.000000 Penalty: 3187.034424
	Iteration 62Q: 3 clusters Score -2266981 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6403 members 
Mstep: Class 2 contains 11744 members 
Entering Unmasked Estep 
Score: -2266982.250000 Penalty: 3187.034424
	Iteration 63Q: 3 clusters Score -2266982 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6402 members 
Mstep: Class 2 contains 11745 members 
Entering Unmasked Estep 
Score: -2266987.000000 Penalty: 3187.034424
	Iteration 64Q: 3 clusters Score -2266987 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6400 members 
Mstep: Class 2 contains 11747 members 
Entering Unmasked Estep 
Score: -2266986.750000 Penalty: 3187.034424
	Iteration 65Q: 3 clusters Score -2266987 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6398 members 
Mstep: Class 2 contains 11749 members 
Entering Unmasked Estep 
Score: -2266987.000000 Penalty: 3187.034424
	Iteration 66Q: 3 clusters Score -2266987 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6397 members 
Mstep: Class 2 contains 11750 members 
Entering Unmasked Estep 
Score: -2266987.500000 Penalty: 3187.034424
	Iteration 67Q: 3 clusters Score -2266988 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6397 members 
Mstep: Class 2 contains 11750 members 
Entering Unmasked Estep 
Score: -2266987.500000 Penalty: 3187.034424
	Iteration 68F: 3 clusters Score -2266988 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (146781 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146781 members 
Entering Unmasked Estep 
Score: -18876078.000000 Penalty: 1933.213257
	Iteration 0F: 2 clusters Score -1.887608e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73410 members 
Mstep: Class 2 contains 73371 members 
Entering Unmasked Estep 
Score: -18795428.000000 Penalty: 3866.426514
	Iteration 0F: 3 clusters Score -1.879543e+07 nChanged 70763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76193 members 
Mstep: Class 2 contains 70588 members 
Entering Unmasked Estep 
Score: -18837888.000000 Penalty: 3866.426514
	Iteration 1F: 3 clusters Score -1.883789e+07 nChanged 5761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78472 members 
Mstep: Class 2 contains 68309 members 
Entering Unmasked Estep 
Score: -18839554.000000 Penalty: 3866.426514
	Iteration 2Q: 3 clusters Score -1.883955e+07 nChanged 6737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81721 members 
Mstep: Class 2 contains 65060 members 
Entering Unmasked Estep 
Score: -18841864.000000 Penalty: 3866.426514
	Iteration 3Q: 3 clusters Score -1.884186e+07 nChanged 7690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85977 members 
Mstep: Class 2 contains 60804 members 
Entering Unmasked Estep 
Score: -18844828.000000 Penalty: 3866.426514
	Iteration 4F: 3 clusters Score -1.884483e+07 nChanged 8676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91139 members 
Mstep: Class 2 contains 55642 members 
Entering Unmasked Estep 
Score: -18848568.000000 Penalty: 3866.426514
	Iteration 5F: 3 clusters Score -1.884857e+07 nChanged 9210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96973 members 
Mstep: Class 2 contains 49808 members 
Entering Unmasked Estep 
Score: -18853882.000000 Penalty: 3866.426514
	Iteration 6F: 3 clusters Score -1.885388e+07 nChanged 9206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102473 members 
Mstep: Class 2 contains 44308 members 
Entering Unmasked Estep 
Score: -18861338.000000 Penalty: 3866.426514
	Iteration 7F: 3 clusters Score -1.886134e+07 nChanged 8244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106199 members 
Mstep: Class 2 contains 40582 members 
Entering Unmasked Estep 
Score: -18867828.000000 Penalty: 3866.426514
	Iteration 8F: 3 clusters Score -1.886783e+07 nChanged 6320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107999 members 
Mstep: Class 2 contains 38782 members 
Entering Unmasked Estep 
Score: -18870880.000000 Penalty: 3866.426514
	Iteration 9Q: 3 clusters Score -1.887088e+07 nChanged 3514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109221 members 
Mstep: Class 2 contains 37560 members 
Entering Unmasked Estep 
Score: -18871652.000000 Penalty: 3866.426514
	Iteration 10Q: 3 clusters Score -1.887165e+07 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110319 members 
Mstep: Class 2 contains 36462 members 
Entering Unmasked Estep 
Score: -18872044.000000 Penalty: 3866.426514
	Iteration 11Q: 3 clusters Score -1.887204e+07 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111473 members 
Mstep: Class 2 contains 35308 members 
Entering Unmasked Estep 
Score: -18872468.000000 Penalty: 3866.426514
	Iteration 12Q: 3 clusters Score -1.887247e+07 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112633 members 
Mstep: Class 2 contains 34148 members 
Entering Unmasked Estep 
Score: -18872828.000000 Penalty: 3866.426514
	Iteration 13Q: 3 clusters Score -1.887283e+07 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113797 members 
Mstep: Class 2 contains 32984 members 
Entering Unmasked Estep 
Score: -18873280.000000 Penalty: 3866.426514
	Iteration 14Q: 3 clusters Score -1.887328e+07 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114945 members 
Mstep: Class 2 contains 31836 members 
Entering Unmasked Estep 
Score: -18873590.000000 Penalty: 3866.426514
	Iteration 15Q: 3 clusters Score -1.887359e+07 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116060 members 
Mstep: Class 2 contains 30721 members 
Entering Unmasked Estep 
Score: -18873990.000000 Penalty: 3866.426514
	Iteration 16Q: 3 clusters Score -1.887399e+07 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117199 members 
Mstep: Class 2 contains 29582 members 
Entering Unmasked Estep 
Score: -18874090.000000 Penalty: 3866.426514
	Iteration 17Q: 3 clusters Score -1.887409e+07 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118322 members 
Mstep: Class 2 contains 28459 members 
Entering Unmasked Estep 
Score: -18874448.000000 Penalty: 3866.426514
	Iteration 18Q: 3 clusters Score -1.887445e+07 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119418 members 
Mstep: Class 2 contains 27363 members 
Entering Unmasked Estep 
Score: -18874800.000000 Penalty: 3866.426514
	Iteration 19Q: 3 clusters Score -1.88748e+07 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120539 members 
Mstep: Class 2 contains 26242 members 
Entering Unmasked Estep 
Score: -18875278.000000 Penalty: 3866.426514
	Iteration 20F: 3 clusters Score -1.887528e+07 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121581 members 
Mstep: Class 2 contains 25200 members 
Entering Unmasked Estep 
Score: -18875592.000000 Penalty: 3866.426514
	Iteration 21Q: 3 clusters Score -1.887559e+07 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122649 members 
Mstep: Class 2 contains 24132 members 
Entering Unmasked Estep 
Score: -18875844.000000 Penalty: 3866.426514
	Iteration 22Q: 3 clusters Score -1.887584e+07 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123714 members 
Mstep: Class 2 contains 23067 members 
Entering Unmasked Estep 
Score: -18876136.000000 Penalty: 3866.426514
	Iteration 23Q: 3 clusters Score -1.887614e+07 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124789 members 
Mstep: Class 2 contains 21992 members 
Entering Unmasked Estep 
Score: -18876264.000000 Penalty: 3866.426514
	Iteration 24Q: 3 clusters Score -1.887626e+07 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125852 members 
Mstep: Class 2 contains 20929 members 
Entering Unmasked Estep 
Score: -18876426.000000 Penalty: 3866.426514
	Iteration 25Q: 3 clusters Score -1.887643e+07 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126850 members 
Mstep: Class 2 contains 19931 members 
Entering Unmasked Estep 
Score: -18876574.000000 Penalty: 3866.426514
	Iteration 26Q: 3 clusters Score -1.887657e+07 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127809 members 
Mstep: Class 2 contains 18972 members 
Entering Unmasked Estep 
Score: -18876714.000000 Penalty: 3866.426514
	Iteration 27Q: 3 clusters Score -1.887671e+07 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128721 members 
Mstep: Class 2 contains 18060 members 
Entering Unmasked Estep 
Score: -18876772.000000 Penalty: 3866.426514
	Iteration 28Q: 3 clusters Score -1.887677e+07 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129605 members 
Mstep: Class 2 contains 17176 members 
Entering Unmasked Estep 
Score: -18876844.000000 Penalty: 3866.426514
	Iteration 29Q: 3 clusters Score -1.887684e+07 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130434 members 
Mstep: Class 2 contains 16347 members 
Entering Unmasked Estep 
Score: -18876880.000000 Penalty: 3866.426514
	Iteration 30Q: 3 clusters Score -1.887688e+07 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131166 members 
Mstep: Class 2 contains 15615 members 
Entering Unmasked Estep 
Score: -18876856.000000 Penalty: 3866.426514
	Iteration 31Q: 3 clusters Score -1.887686e+07 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131886 members 
Mstep: Class 2 contains 14895 members 
Entering Unmasked Estep 
Score: -18876936.000000 Penalty: 3866.426514
	Iteration 32Q: 3 clusters Score -1.887694e+07 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132533 members 
Mstep: Class 2 contains 14248 members 
Entering Unmasked Estep 
Score: -18876954.000000 Penalty: 3866.426514
	Iteration 33Q: 3 clusters Score -1.887695e+07 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133174 members 
Mstep: Class 2 contains 13607 members 
Entering Unmasked Estep 
Score: -18877034.000000 Penalty: 3866.426514
	Iteration 34Q: 3 clusters Score -1.887703e+07 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133762 members 
Mstep: Class 2 contains 13019 members 
Entering Unmasked Estep 
Score: -18877094.000000 Penalty: 3866.426514
	Iteration 35Q: 3 clusters Score -1.887709e+07 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134344 members 
Mstep: Class 2 contains 12437 members 
Entering Unmasked Estep 
Score: -18877044.000000 Penalty: 3866.426514
	Iteration 36Q: 3 clusters Score -1.887704e+07 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134887 members 
Mstep: Class 2 contains 11894 members 
Entering Unmasked Estep 
Score: -18877012.000000 Penalty: 3866.426514
	Iteration 37Q: 3 clusters Score -1.887701e+07 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135430 members 
Mstep: Class 2 contains 11351 members 
Entering Unmasked Estep 
Score: -18877036.000000 Penalty: 3866.426514
	Iteration 38Q: 3 clusters Score -1.887704e+07 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135972 members 
Mstep: Class 2 contains 10809 members 
Entering Unmasked Estep 
Score: -18877040.000000 Penalty: 3866.426514
	Iteration 39Q: 3 clusters Score -1.887704e+07 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136508 members 
Mstep: Class 2 contains 10273 members 
Entering Unmasked Estep 
Score: -18877060.000000 Penalty: 3866.426514
	Iteration 40F: 3 clusters Score -1.887706e+07 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137027 members 
Mstep: Class 2 contains 9754 members 
Entering Unmasked Estep 
Score: -18877006.000000 Penalty: 3866.426514
	Iteration 41Q: 3 clusters Score -1.887701e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137458 members 
Mstep: Class 2 contains 9323 members 
Entering Unmasked Estep 
Score: -18877024.000000 Penalty: 3866.426514
	Iteration 42Q: 3 clusters Score -1.887702e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137839 members 
Mstep: Class 2 contains 8942 members 
Entering Unmasked Estep 
Score: -18877106.000000 Penalty: 3866.426514
	Iteration 43Q: 3 clusters Score -1.887711e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138236 members 
Mstep: Class 2 contains 8545 members 
Entering Unmasked Estep 
Score: -18877074.000000 Penalty: 3866.426514
	Iteration 44Q: 3 clusters Score -1.887707e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138628 members 
Mstep: Class 2 contains 8153 members 
Entering Unmasked Estep 
Score: -18877076.000000 Penalty: 3866.426514
	Iteration 45Q: 3 clusters Score -1.887708e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138990 members 
Mstep: Class 2 contains 7791 members 
Entering Unmasked Estep 
Score: -18877060.000000 Penalty: 3866.426514
	Iteration 46Q: 3 clusters Score -1.887706e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139337 members 
Mstep: Class 2 contains 7444 members 
Entering Unmasked Estep 
Score: -18877042.000000 Penalty: 3866.426514
	Iteration 47Q: 3 clusters Score -1.887704e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139603 members 
Mstep: Class 2 contains 7178 members 
Entering Unmasked Estep 
Score: -18876962.000000 Penalty: 3866.426514
	Iteration 48Q: 3 clusters Score -1.887696e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139837 members 
Mstep: Class 2 contains 6944 members 
Entering Unmasked Estep 
Score: -18876890.000000 Penalty: 3866.426514
	Iteration 49Q: 3 clusters Score -1.887689e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140073 members 
Mstep: Class 2 contains 6708 members 
Entering Unmasked Estep 
Score: -18876894.000000 Penalty: 3866.426514
	Iteration 50Q: 3 clusters Score -1.887689e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140298 members 
Mstep: Class 2 contains 6483 members 
Entering Unmasked Estep 
Score: -18876838.000000 Penalty: 3866.426514
	Iteration 51Q: 3 clusters Score -1.887684e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140508 members 
Mstep: Class 2 contains 6273 members 
Entering Unmasked Estep 
Score: -18876828.000000 Penalty: 3866.426514
	Iteration 52Q: 3 clusters Score -1.887683e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140711 members 
Mstep: Class 2 contains 6070 members 
Entering Unmasked Estep 
Score: -18876820.000000 Penalty: 3866.426514
	Iteration 53Q: 3 clusters Score -1.887682e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140897 members 
Mstep: Class 2 contains 5884 members 
Entering Unmasked Estep 
Score: -18876820.000000 Penalty: 3866.426514
	Iteration 54Q: 3 clusters Score -1.887682e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141080 members 
Mstep: Class 2 contains 5701 members 
Entering Unmasked Estep 
Score: -18876768.000000 Penalty: 3866.426514
	Iteration 55Q: 3 clusters Score -1.887677e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141225 members 
Mstep: Class 2 contains 5556 members 
Entering Unmasked Estep 
Score: -18876744.000000 Penalty: 3866.426514
	Iteration 56Q: 3 clusters Score -1.887674e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141360 members 
Mstep: Class 2 contains 5421 members 
Entering Unmasked Estep 
Score: -18876732.000000 Penalty: 3866.426514
	Iteration 57Q: 3 clusters Score -1.887673e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141474 members 
Mstep: Class 2 contains 5307 members 
Entering Unmasked Estep 
Score: -18876710.000000 Penalty: 3866.426514
	Iteration 58Q: 3 clusters Score -1.887671e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141568 members 
Mstep: Class 2 contains 5213 members 
Entering Unmasked Estep 
Score: -18876692.000000 Penalty: 3866.426514
	Iteration 59Q: 3 clusters Score -1.887669e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141654 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -18876632.000000 Penalty: 3866.426514
	Iteration 60F: 3 clusters Score -1.887663e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141739 members 
Mstep: Class 2 contains 5042 members 
Entering Unmasked Estep 
Score: -18876610.000000 Penalty: 3866.426514
	Iteration 61Q: 3 clusters Score -1.887661e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141833 members 
Mstep: Class 2 contains 4948 members 
Entering Unmasked Estep 
Score: -18876580.000000 Penalty: 3866.426514
	Iteration 62Q: 3 clusters Score -1.887658e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141919 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -18876538.000000 Penalty: 3866.426514
	Iteration 63Q: 3 clusters Score -1.887654e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142005 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -18876538.000000 Penalty: 3866.426514
	Iteration 64Q: 3 clusters Score -1.887654e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142083 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -18876516.000000 Penalty: 3866.426514
	Iteration 65Q: 3 clusters Score -1.887652e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142156 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -18876484.000000 Penalty: 3866.426514
	Iteration 66Q: 3 clusters Score -1.887648e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142229 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -18876514.000000 Penalty: 3866.426514
	Iteration 67Q: 3 clusters Score -1.887651e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142297 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -18876484.000000 Penalty: 3866.426514
	Iteration 68Q: 3 clusters Score -1.887648e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142368 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -18876464.000000 Penalty: 3866.426514
	Iteration 69Q: 3 clusters Score -1.887646e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142440 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -18876454.000000 Penalty: 3866.426514
	Iteration 70Q: 3 clusters Score -1.887645e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142505 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -18876432.000000 Penalty: 3866.426514
	Iteration 71Q: 3 clusters Score -1.887643e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142557 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -18876386.000000 Penalty: 3866.426514
	Iteration 72Q: 3 clusters Score -1.887639e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142603 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -18876364.000000 Penalty: 3866.426514
	Iteration 73Q: 3 clusters Score -1.887636e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142655 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -18876370.000000 Penalty: 3866.426514
	Iteration 74Q: 3 clusters Score -1.887637e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142702 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -18876366.000000 Penalty: 3866.426514
	Iteration 75Q: 3 clusters Score -1.887637e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142748 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -18876354.000000 Penalty: 3866.426514
	Iteration 76Q: 3 clusters Score -1.887635e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142796 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -18876356.000000 Penalty: 3866.426514
	Iteration 77Q: 3 clusters Score -1.887636e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142843 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -18876364.000000 Penalty: 3866.426514
	Iteration 78Q: 3 clusters Score -1.887636e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142894 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -18876354.000000 Penalty: 3866.426514
	Iteration 79Q: 3 clusters Score -1.887635e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142946 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -18876358.000000 Penalty: 3866.426514
	Iteration 80F: 3 clusters Score -1.887636e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142998 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -18876324.000000 Penalty: 3866.426514
	Iteration 81Q: 3 clusters Score -1.887632e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143034 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -18876328.000000 Penalty: 3866.426514
	Iteration 82Q: 3 clusters Score -1.887633e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143076 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -18876318.000000 Penalty: 3866.426514
	Iteration 83Q: 3 clusters Score -1.887632e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143117 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -18876316.000000 Penalty: 3866.426514
	Iteration 84Q: 3 clusters Score -1.887632e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143143 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -18876312.000000 Penalty: 3866.426514
	Iteration 85Q: 3 clusters Score -1.887631e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143171 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -18876310.000000 Penalty: 3866.426514
	Iteration 86Q: 3 clusters Score -1.887631e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143194 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -18876286.000000 Penalty: 3866.426514
	Iteration 87Q: 3 clusters Score -1.887629e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143212 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -18876252.000000 Penalty: 3866.426514
	Iteration 88Q: 3 clusters Score -1.887625e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143237 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -18876210.000000 Penalty: 3866.426514
	Iteration 89Q: 3 clusters Score -1.887621e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143259 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -18876202.000000 Penalty: 3866.426514
	Iteration 90Q: 3 clusters Score -1.88762e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143285 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -18876198.000000 Penalty: 3866.426514
	Iteration 91Q: 3 clusters Score -1.88762e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143306 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -18876194.000000 Penalty: 3866.426514
	Iteration 92Q: 3 clusters Score -1.887619e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143330 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -18876178.000000 Penalty: 3866.426514
	Iteration 93Q: 3 clusters Score -1.887618e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143353 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -18876156.000000 Penalty: 3866.426514
	Iteration 94Q: 3 clusters Score -1.887616e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143376 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -18876140.000000 Penalty: 3866.426514
	Iteration 95Q: 3 clusters Score -1.887614e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143393 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -18876120.000000 Penalty: 3866.426514
	Iteration 96Q: 3 clusters Score -1.887612e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143412 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -18876124.000000 Penalty: 3866.426514
	Iteration 97Q: 3 clusters Score -1.887612e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143437 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -18876128.000000 Penalty: 3866.426514
	Iteration 98Q: 3 clusters Score -1.887613e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143455 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -18876122.000000 Penalty: 3866.426514
	Iteration 99Q: 3 clusters Score -1.887612e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143470 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -18876114.000000 Penalty: 3866.426514
	Iteration 100F: 3 clusters Score -1.887611e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143481 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -18876104.000000 Penalty: 3866.426514
	Iteration 101Q: 3 clusters Score -1.88761e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143491 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -18876104.000000 Penalty: 3866.426514
	Iteration 102Q: 3 clusters Score -1.88761e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143499 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -18876104.000000 Penalty: 3866.426514
	Iteration 103Q: 3 clusters Score -1.88761e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143503 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -18876116.000000 Penalty: 3866.426514
	Iteration 104Q: 3 clusters Score -1.887612e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143507 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -18876122.000000 Penalty: 3866.426514
	Iteration 105Q: 3 clusters Score -1.887612e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143508 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -18876112.000000 Penalty: 3866.426514
	Iteration 106Q: 3 clusters Score -1.887611e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143510 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -18876120.000000 Penalty: 3866.426514
	Iteration 107Q: 3 clusters Score -1.887612e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143512 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -18876114.000000 Penalty: 3866.426514
	Iteration 108Q: 3 clusters Score -1.887611e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143514 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -18876114.000000 Penalty: 3866.426514
	Iteration 109Q: 3 clusters Score -1.887611e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143513 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -18876116.000000 Penalty: 3866.426514
	Iteration 110Q: 3 clusters Score -1.887612e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143514 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -18876118.000000 Penalty: 3866.426514
	Iteration 111Q: 3 clusters Score -1.887612e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143516 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -18876112.000000 Penalty: 3866.426514
	Iteration 112Q: 3 clusters Score -1.887611e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143520 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -18876124.000000 Penalty: 3866.426514
	Iteration 113Q: 3 clusters Score -1.887612e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143520 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -18876124.000000 Penalty: 3866.426514
	Iteration 114F: 3 clusters Score -1.887612e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 47702 members 
Mstep: Class 2 contains 5053 members 
Mstep: Class 3 contains 2089 members 
Mstep: Class 4 contains 3293 members 
Mstep: Class 5 contains 14518 members 
Mstep: Class 6 contains 1279 members 
Mstep: Class 7 contains 476 members 
Mstep: Class 8 contains 10152 members 
Mstep: Class 9 contains 25487 members 
Mstep: Class 10 contains 33094 members 
Mstep: Class 11 contains 2161 members 
Mstep: Class 12 contains 73111 members 
Mstep: Class 13 contains 18147 members 
Mstep: Class 14 contains 143520 members 
Mstep: Class 15 contains 2476 members 
Mstep: Class 16 contains 17980 members 
Mstep: Class 17 contains 9551 members 
Mstep: Class 18 contains 20870 members 
Mstep: Class 19 contains 34755 members 
Mstep: Class 20 contains 5743 members 
Mstep: Class 21 contains 11906 members 
Mstep: Class 22 contains 2981 members 
Mstep: Class 23 contains 21863 members 
Mstep: Class 24 contains 39353 members 
Mstep: Class 25 contains 7912 members 
Mstep: Class 26 contains 3867 members 
Mstep: Class 27 contains 2335 members 
Mstep: Class 28 contains 23620 members 
Mstep: Class 29 contains 409 members 
Mstep: Class 30 contains 3799 members 
Mstep: Class 31 contains 12571 members 
Mstep: Class 32 contains 13691 members 
Mstep: Class 33 contains 8162 members 
Mstep: Class 34 contains 13800 members 
Mstep: Class 35 contains 2404 members 
Mstep: Class 36 contains 11705 members 
Mstep: Class 37 contains 3932 members 
Mstep: Class 38 contains 10123 members 
Mstep: Class 39 contains 38152 members 
Mstep: Class 40 contains 18758 members 
Mstep: Class 41 contains 1388 members 
Mstep: Class 42 contains 24701 members 
Mstep: Class 43 contains 4315 members 
Mstep: Class 44 contains 3286 members 
Mstep: Class 45 contains 4545 members 
Mstep: Class 46 contains 4145 members 
Mstep: Class 47 contains 25809 members 
Mstep: Class 48 contains 818 members 
Mstep: Class 49 contains 3225 members 
Mstep: Class 50 contains 22288 members 
Mstep: Class 51 contains 3261 members 
Entering Unmasked Estep 
Score: -100307752.000000 Penalty: 112857.750000
Splitting cluster 14 changes total score from -100307712.000000 to -100307752.000000
So it's getting split into cluster 51.
Entering ConstructFrom: 
Trying to split cluster 15 (2476 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Entering Unmasked Estep 
Score: -308704.218750 Penalty: 1269.839966
	Iteration 0F: 2 clusters Score -308704.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -306343.312500 Penalty: 2539.679932
	Iteration 0F: 3 clusters Score -306343.3 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -306922.906250 Penalty: 2539.679932
	Iteration 1F: 3 clusters Score -306922.9 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -307076.562500 Penalty: 2539.679932
	Iteration 2F: 3 clusters Score -307076.6 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -307179.718750 Penalty: 2539.679932
	Iteration 3F: 3 clusters Score -307179.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -307251.281250 Penalty: 2539.679932
	Iteration 4Q: 3 clusters Score -307251.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -307315.468750 Penalty: 2539.679932
	Iteration 5Q: 3 clusters Score -307315.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -307361.562500 Penalty: 2539.679932
	Iteration 6Q: 3 clusters Score -307361.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -307417.312500 Penalty: 2539.679932
	Iteration 7Q: 3 clusters Score -307417.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -307469.531250 Penalty: 2539.679932
	Iteration 8Q: 3 clusters Score -307469.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -307542.500000 Penalty: 2539.679932
	Iteration 9Q: 3 clusters Score -307542.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -307593.343750 Penalty: 2539.679932
	Iteration 10Q: 3 clusters Score -307593.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -307638.937500 Penalty: 2539.679932
	Iteration 11Q: 3 clusters Score -307638.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -307682.562500 Penalty: 2539.679932
	Iteration 12Q: 3 clusters Score -307682.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -307729.562500 Penalty: 2539.679932
	Iteration 13Q: 3 clusters Score -307729.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -307780.187500 Penalty: 2539.679932
	Iteration 14Q: 3 clusters Score -307780.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -307828.406250 Penalty: 2539.679932
	Iteration 15Q: 3 clusters Score -307828.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -307864.125000 Penalty: 2539.679932
	Iteration 16Q: 3 clusters Score -307864.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -307889.937500 Penalty: 2539.679932
	Iteration 17Q: 3 clusters Score -307889.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -307917.312500 Penalty: 2539.679932
	Iteration 18Q: 3 clusters Score -307917.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -307939.375000 Penalty: 2539.679932
	Iteration 19Q: 3 clusters Score -307939.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -307948.843750 Penalty: 2539.679932
	Iteration 20F: 3 clusters Score -307948.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -307958.281250 Penalty: 2539.679932
	Iteration 21Q: 3 clusters Score -307958.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -307966.406250 Penalty: 2539.679932
	Iteration 22Q: 3 clusters Score -307966.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -307973.562500 Penalty: 2539.679932
	Iteration 23Q: 3 clusters Score -307973.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -307979.812500 Penalty: 2539.679932
	Iteration 24Q: 3 clusters Score -307979.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -307984.281250 Penalty: 2539.679932
	Iteration 25Q: 3 clusters Score -307984.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -307985.906250 Penalty: 2539.679932
	Iteration 26Q: 3 clusters Score -307985.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -307987.781250 Penalty: 2539.679932
	Iteration 27Q: 3 clusters Score -307987.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -307989.375000 Penalty: 2539.679932
	Iteration 28Q: 3 clusters Score -307989.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -307990.000000 Penalty: 2539.679932
	Iteration 29Q: 3 clusters Score -307990 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -307990.000000 Penalty: 2539.679932
	Iteration 30F: 3 clusters Score -307990 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (17980 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17980 members 
Entering Unmasked Estep 
Score: -2262871.250000 Penalty: 1592.015015
	Iteration 0F: 2 clusters Score -2262871 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8826 members 
Mstep: Class 2 contains 9154 members 
Entering Unmasked Estep 
Score: -2250590.750000 Penalty: 3184.030029
	Iteration 0F: 3 clusters Score -2250591 nChanged 8044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7704 members 
Mstep: Class 2 contains 10276 members 
Entering Unmasked Estep 
Score: -2255194.750000 Penalty: 3184.030029
	Iteration 1F: 3 clusters Score -2255195 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6958 members 
Mstep: Class 2 contains 11022 members 
Entering Unmasked Estep 
Score: -2255944.250000 Penalty: 3184.030029
	Iteration 2F: 3 clusters Score -2255944 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6060 members 
Mstep: Class 2 contains 11920 members 
Entering Unmasked Estep 
Score: -2256855.750000 Penalty: 3184.030029
	Iteration 3F: 3 clusters Score -2256856 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 12937 members 
Entering Unmasked Estep 
Score: -2257907.250000 Penalty: 3184.030029
	Iteration 4F: 3 clusters Score -2257907 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 13937 members 
Entering Unmasked Estep 
Score: -2258919.000000 Penalty: 3184.030029
	Iteration 5F: 3 clusters Score -2258919 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 14778 members 
Entering Unmasked Estep 
Score: -2259788.750000 Penalty: 3184.030029
	Iteration 6F: 3 clusters Score -2259789 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 15368 members 
Entering Unmasked Estep 
Score: -2260431.250000 Penalty: 3184.030029
	Iteration 7Q: 3 clusters Score -2260431 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 15752 members 
Entering Unmasked Estep 
Score: -2260885.500000 Penalty: 3184.030029
	Iteration 8Q: 3 clusters Score -2260886 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 16010 members 
Entering Unmasked Estep 
Score: -2261178.000000 Penalty: 3184.030029
	Iteration 9Q: 3 clusters Score -2261178 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 16191 members 
Entering Unmasked Estep 
Score: -2261360.250000 Penalty: 3184.030029
	Iteration 10Q: 3 clusters Score -2261360 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 16326 members 
Entering Unmasked Estep 
Score: -2261469.250000 Penalty: 3184.030029
	Iteration 11Q: 3 clusters Score -2261469 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 16441 members 
Entering Unmasked Estep 
Score: -2261570.750000 Penalty: 3184.030029
	Iteration 12Q: 3 clusters Score -2261571 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 16542 members 
Entering Unmasked Estep 
Score: -2261662.500000 Penalty: 3184.030029
	Iteration 13Q: 3 clusters Score -2261662 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 16601 members 
Entering Unmasked Estep 
Score: -2261717.500000 Penalty: 3184.030029
	Iteration 14Q: 3 clusters Score -2261718 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 16649 members 
Entering Unmasked Estep 
Score: -2261761.500000 Penalty: 3184.030029
	Iteration 15Q: 3 clusters Score -2261762 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 16698 members 
Entering Unmasked Estep 
Score: -2261793.750000 Penalty: 3184.030029
	Iteration 16Q: 3 clusters Score -2261794 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 16745 members 
Entering Unmasked Estep 
Score: -2261824.250000 Penalty: 3184.030029
	Iteration 17Q: 3 clusters Score -2261824 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 16779 members 
Entering Unmasked Estep 
Score: -2261848.000000 Penalty: 3184.030029
	Iteration 18Q: 3 clusters Score -2261848 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 16817 members 
Entering Unmasked Estep 
Score: -2261873.000000 Penalty: 3184.030029
	Iteration 19Q: 3 clusters Score -2261873 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 16848 members 
Entering Unmasked Estep 
Score: -2261889.750000 Penalty: 3184.030029
	Iteration 20F: 3 clusters Score -2261890 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 16879 members 
Entering Unmasked Estep 
Score: -2261904.500000 Penalty: 3184.030029
	Iteration 21Q: 3 clusters Score -2261904 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 16892 members 
Entering Unmasked Estep 
Score: -2261912.250000 Penalty: 3184.030029
	Iteration 22Q: 3 clusters Score -2261912 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 16899 members 
Entering Unmasked Estep 
Score: -2261910.500000 Penalty: 3184.030029
	Iteration 23Q: 3 clusters Score -2261910 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 16902 members 
Entering Unmasked Estep 
Score: -2261914.500000 Penalty: 3184.030029
	Iteration 24Q: 3 clusters Score -2261914 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 16906 members 
Entering Unmasked Estep 
Score: -2261915.250000 Penalty: 3184.030029
	Iteration 25Q: 3 clusters Score -2261915 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 16914 members 
Entering Unmasked Estep 
Score: -2261920.250000 Penalty: 3184.030029
	Iteration 26Q: 3 clusters Score -2261920 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 16918 members 
Entering Unmasked Estep 
Score: -2261922.000000 Penalty: 3184.030029
	Iteration 27Q: 3 clusters Score -2261922 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 16922 members 
Entering Unmasked Estep 
Score: -2261922.500000 Penalty: 3184.030029
	Iteration 28Q: 3 clusters Score -2261922 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 16922 members 
Entering Unmasked Estep 
Score: -2261922.500000 Penalty: 3184.030029
	Iteration 29F: 3 clusters Score -2261922 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (9551 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9551 members 
Entering Unmasked Estep 
Score: -1203710.625000 Penalty: 1489.215210
	Iteration 0F: 2 clusters Score -1203711 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -1196900.500000 Penalty: 2978.430420
	Iteration 0F: 3 clusters Score -1196900 nChanged 4081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -1199117.500000 Penalty: 2978.430420
	Iteration 1F: 3 clusters Score -1199118 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5381 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -1199401.500000 Penalty: 2978.430420
	Iteration 2F: 3 clusters Score -1199402 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5658 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -1199683.250000 Penalty: 2978.430420
	Iteration 3F: 3 clusters Score -1199683 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5976 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -1200001.125000 Penalty: 2978.430420
	Iteration 4F: 3 clusters Score -1200001 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6324 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -1200306.250000 Penalty: 2978.430420
	Iteration 5F: 3 clusters Score -1200306 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6659 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -1200589.000000 Penalty: 2978.430420
	Iteration 6Q: 3 clusters Score -1200589 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6989 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -1200906.375000 Penalty: 2978.430420
	Iteration 7Q: 3 clusters Score -1200906 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7335 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -1201250.750000 Penalty: 2978.430420
	Iteration 8Q: 3 clusters Score -1201251 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7600 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -1201555.750000 Penalty: 2978.430420
	Iteration 9Q: 3 clusters Score -1201556 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7824 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -1201839.500000 Penalty: 2978.430420
	Iteration 10Q: 3 clusters Score -1201840 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7979 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -1202039.750000 Penalty: 2978.430420
	Iteration 11Q: 3 clusters Score -1202040 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8075 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -1202158.375000 Penalty: 2978.430420
	Iteration 12Q: 3 clusters Score -1202158 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8158 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -1202228.625000 Penalty: 2978.430420
	Iteration 13Q: 3 clusters Score -1202229 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8232 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -1202281.500000 Penalty: 2978.430420
	Iteration 14Q: 3 clusters Score -1202282 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8298 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -1202321.375000 Penalty: 2978.430420
	Iteration 15Q: 3 clusters Score -1202321 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8354 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -1202354.625000 Penalty: 2978.430420
	Iteration 16Q: 3 clusters Score -1202355 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8402 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -1202380.875000 Penalty: 2978.430420
	Iteration 17Q: 3 clusters Score -1202381 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8446 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -1202404.625000 Penalty: 2978.430420
	Iteration 18Q: 3 clusters Score -1202405 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8481 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -1202422.750000 Penalty: 2978.430420
	Iteration 19Q: 3 clusters Score -1202423 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8512 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -1202441.375000 Penalty: 2978.430420
	Iteration 20F: 3 clusters Score -1202441 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8543 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -1202456.875000 Penalty: 2978.430420
	Iteration 21Q: 3 clusters Score -1202457 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8568 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -1202471.375000 Penalty: 2978.430420
	Iteration 22Q: 3 clusters Score -1202471 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8595 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -1202483.000000 Penalty: 2978.430420
	Iteration 23Q: 3 clusters Score -1202483 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8616 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -1202491.500000 Penalty: 2978.430420
	Iteration 24Q: 3 clusters Score -1202492 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8628 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -1202496.250000 Penalty: 2978.430420
	Iteration 25Q: 3 clusters Score -1202496 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8638 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -1202502.625000 Penalty: 2978.430420
	Iteration 26Q: 3 clusters Score -1202503 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8654 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -1202508.875000 Penalty: 2978.430420
	Iteration 27Q: 3 clusters Score -1202509 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8665 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -1202512.625000 Penalty: 2978.430420
	Iteration 28Q: 3 clusters Score -1202513 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8674 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -1202517.875000 Penalty: 2978.430420
	Iteration 29Q: 3 clusters Score -1202518 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8682 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -1202524.500000 Penalty: 2978.430420
	Iteration 30Q: 3 clusters Score -1202524 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8689 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -1202528.625000 Penalty: 2978.430420
	Iteration 31Q: 3 clusters Score -1202529 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8696 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -1202528.250000 Penalty: 2978.430420
	Iteration 32Q: 3 clusters Score -1202528 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8703 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -1202531.750000 Penalty: 2978.430420
	Iteration 33Q: 3 clusters Score -1202532 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8710 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -1202534.250000 Penalty: 2978.430420
	Iteration 34Q: 3 clusters Score -1202534 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8717 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -1202535.500000 Penalty: 2978.430420
	Iteration 35Q: 3 clusters Score -1202536 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8723 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -1202540.250000 Penalty: 2978.430420
	Iteration 36Q: 3 clusters Score -1202540 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8734 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -1202545.625000 Penalty: 2978.430420
	Iteration 37Q: 3 clusters Score -1202546 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8742 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -1202547.000000 Penalty: 2978.430420
	Iteration 38Q: 3 clusters Score -1202547 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8749 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -1202551.375000 Penalty: 2978.430420
	Iteration 39Q: 3 clusters Score -1202551 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8756 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -1202554.250000 Penalty: 2978.430420
	Iteration 40F: 3 clusters Score -1202554 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8758 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -1202555.875000 Penalty: 2978.430420
	Iteration 41Q: 3 clusters Score -1202556 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8759 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -1202555.750000 Penalty: 2978.430420
	Iteration 42Q: 3 clusters Score -1202556 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8762 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -1202555.500000 Penalty: 2978.430420
	Iteration 43Q: 3 clusters Score -1202556 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8763 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -1202555.500000 Penalty: 2978.430420
	Iteration 44Q: 3 clusters Score -1202556 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8763 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -1202555.500000 Penalty: 2978.430420
	Iteration 45F: 3 clusters Score -1202556 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (20870 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20870 members 
Entering Unmasked Estep 
Score: -2444560.000000 Penalty: 1616.235962
	Iteration 0F: 2 clusters Score -2444560 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10487 members 
Mstep: Class 2 contains 10383 members 
Entering Unmasked Estep 
Score: -2430471.250000 Penalty: 3232.471924
	Iteration 0F: 3 clusters Score -2430471 nChanged 9430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10671 members 
Mstep: Class 2 contains 10199 members 
Entering Unmasked Estep 
Score: -2436074.750000 Penalty: 3232.471924
	Iteration 1F: 3 clusters Score -2436075 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10728 members 
Mstep: Class 2 contains 10142 members 
Entering Unmasked Estep 
Score: -2436847.250000 Penalty: 3232.471924
	Iteration 2F: 3 clusters Score -2436847 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10783 members 
Mstep: Class 2 contains 10087 members 
Entering Unmasked Estep 
Score: -2437543.500000 Penalty: 3232.471924
	Iteration 3F: 3 clusters Score -2437544 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10824 members 
Mstep: Class 2 contains 10046 members 
Entering Unmasked Estep 
Score: -2438114.250000 Penalty: 3232.471924
	Iteration 4F: 3 clusters Score -2438114 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10808 members 
Mstep: Class 2 contains 10062 members 
Entering Unmasked Estep 
Score: -2438526.750000 Penalty: 3232.471924
	Iteration 5Q: 3 clusters Score -2438527 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10800 members 
Mstep: Class 2 contains 10070 members 
Entering Unmasked Estep 
Score: -2438867.500000 Penalty: 3232.471924
	Iteration 6Q: 3 clusters Score -2438868 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10782 members 
Mstep: Class 2 contains 10088 members 
Entering Unmasked Estep 
Score: -2439143.750000 Penalty: 3232.471924
	Iteration 7Q: 3 clusters Score -2439144 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10752 members 
Mstep: Class 2 contains 10118 members 
Entering Unmasked Estep 
Score: -2439407.500000 Penalty: 3232.471924
	Iteration 8Q: 3 clusters Score -2439408 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10742 members 
Mstep: Class 2 contains 10128 members 
Entering Unmasked Estep 
Score: -2439605.250000 Penalty: 3232.471924
	Iteration 9Q: 3 clusters Score -2439605 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10741 members 
Mstep: Class 2 contains 10129 members 
Entering Unmasked Estep 
Score: -2439766.750000 Penalty: 3232.471924
	Iteration 10Q: 3 clusters Score -2439767 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10735 members 
Mstep: Class 2 contains 10135 members 
Entering Unmasked Estep 
Score: -2439934.750000 Penalty: 3232.471924
	Iteration 11Q: 3 clusters Score -2439935 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10705 members 
Mstep: Class 2 contains 10165 members 
Entering Unmasked Estep 
Score: -2440097.750000 Penalty: 3232.471924
	Iteration 12Q: 3 clusters Score -2440098 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10666 members 
Mstep: Class 2 contains 10204 members 
Entering Unmasked Estep 
Score: -2440245.500000 Penalty: 3232.471924
	Iteration 13Q: 3 clusters Score -2440246 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10629 members 
Mstep: Class 2 contains 10241 members 
Entering Unmasked Estep 
Score: -2440374.000000 Penalty: 3232.471924
	Iteration 14Q: 3 clusters Score -2440374 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10555 members 
Mstep: Class 2 contains 10315 members 
Entering Unmasked Estep 
Score: -2440497.750000 Penalty: 3232.471924
	Iteration 15Q: 3 clusters Score -2440498 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10452 members 
Mstep: Class 2 contains 10418 members 
Entering Unmasked Estep 
Score: -2440616.250000 Penalty: 3232.471924
	Iteration 16Q: 3 clusters Score -2440616 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10357 members 
Mstep: Class 2 contains 10513 members 
Entering Unmasked Estep 
Score: -2440724.750000 Penalty: 3232.471924
	Iteration 17Q: 3 clusters Score -2440725 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10261 members 
Mstep: Class 2 contains 10609 members 
Entering Unmasked Estep 
Score: -2440819.250000 Penalty: 3232.471924
	Iteration 18Q: 3 clusters Score -2440819 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10181 members 
Mstep: Class 2 contains 10689 members 
Entering Unmasked Estep 
Score: -2440891.000000 Penalty: 3232.471924
	Iteration 19Q: 3 clusters Score -2440891 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10110 members 
Mstep: Class 2 contains 10760 members 
Entering Unmasked Estep 
Score: -2440942.250000 Penalty: 3232.471924
	Iteration 20F: 3 clusters Score -2440942 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10060 members 
Mstep: Class 2 contains 10810 members 
Entering Unmasked Estep 
Score: -2440985.250000 Penalty: 3232.471924
	Iteration 21Q: 3 clusters Score -2440985 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10014 members 
Mstep: Class 2 contains 10856 members 
Entering Unmasked Estep 
Score: -2441021.250000 Penalty: 3232.471924
	Iteration 22Q: 3 clusters Score -2441021 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9977 members 
Mstep: Class 2 contains 10893 members 
Entering Unmasked Estep 
Score: -2441048.000000 Penalty: 3232.471924
	Iteration 23Q: 3 clusters Score -2441048 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9938 members 
Mstep: Class 2 contains 10932 members 
Entering Unmasked Estep 
Score: -2441071.250000 Penalty: 3232.471924
	Iteration 24Q: 3 clusters Score -2441071 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9916 members 
Mstep: Class 2 contains 10954 members 
Entering Unmasked Estep 
Score: -2441086.000000 Penalty: 3232.471924
	Iteration 25Q: 3 clusters Score -2441086 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9897 members 
Mstep: Class 2 contains 10973 members 
Entering Unmasked Estep 
Score: -2441105.250000 Penalty: 3232.471924
	Iteration 26Q: 3 clusters Score -2441105 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9867 members 
Mstep: Class 2 contains 11003 members 
Entering Unmasked Estep 
Score: -2441118.000000 Penalty: 3232.471924
	Iteration 27Q: 3 clusters Score -2441118 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9838 members 
Mstep: Class 2 contains 11032 members 
Entering Unmasked Estep 
Score: -2441139.000000 Penalty: 3232.471924
	Iteration 28Q: 3 clusters Score -2441139 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9786 members 
Mstep: Class 2 contains 11084 members 
Entering Unmasked Estep 
Score: -2441149.750000 Penalty: 3232.471924
	Iteration 29Q: 3 clusters Score -2441150 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9739 members 
Mstep: Class 2 contains 11131 members 
Entering Unmasked Estep 
Score: -2441173.000000 Penalty: 3232.471924
	Iteration 30Q: 3 clusters Score -2441173 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9683 members 
Mstep: Class 2 contains 11187 members 
Entering Unmasked Estep 
Score: -2441181.500000 Penalty: 3232.471924
	Iteration 31Q: 3 clusters Score -2441182 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9625 members 
Mstep: Class 2 contains 11245 members 
Entering Unmasked Estep 
Score: -2441213.750000 Penalty: 3232.471924
	Iteration 32Q: 3 clusters Score -2441214 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9568 members 
Mstep: Class 2 contains 11302 members 
Entering Unmasked Estep 
Score: -2441244.750000 Penalty: 3232.471924
	Iteration 33Q: 3 clusters Score -2441245 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9521 members 
Mstep: Class 2 contains 11349 members 
Entering Unmasked Estep 
Score: -2441255.250000 Penalty: 3232.471924
	Iteration 34Q: 3 clusters Score -2441255 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9474 members 
Mstep: Class 2 contains 11396 members 
Entering Unmasked Estep 
Score: -2441267.000000 Penalty: 3232.471924
	Iteration 35Q: 3 clusters Score -2441267 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9419 members 
Mstep: Class 2 contains 11451 members 
Entering Unmasked Estep 
Score: -2441280.250000 Penalty: 3232.471924
	Iteration 36Q: 3 clusters Score -2441280 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9352 members 
Mstep: Class 2 contains 11518 members 
Entering Unmasked Estep 
Score: -2441309.250000 Penalty: 3232.471924
	Iteration 37Q: 3 clusters Score -2441309 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9299 members 
Mstep: Class 2 contains 11571 members 
Entering Unmasked Estep 
Score: -2441319.000000 Penalty: 3232.471924
	Iteration 38Q: 3 clusters Score -2441319 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9221 members 
Mstep: Class 2 contains 11649 members 
Entering Unmasked Estep 
Score: -2441340.750000 Penalty: 3232.471924
	Iteration 39Q: 3 clusters Score -2441341 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9148 members 
Mstep: Class 2 contains 11722 members 
Entering Unmasked Estep 
Score: -2441357.000000 Penalty: 3232.471924
	Iteration 40F: 3 clusters Score -2441357 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9070 members 
Mstep: Class 2 contains 11800 members 
Entering Unmasked Estep 
Score: -2441374.750000 Penalty: 3232.471924
	Iteration 41Q: 3 clusters Score -2441375 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8984 members 
Mstep: Class 2 contains 11886 members 
Entering Unmasked Estep 
Score: -2441392.000000 Penalty: 3232.471924
	Iteration 42Q: 3 clusters Score -2441392 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8902 members 
Mstep: Class 2 contains 11968 members 
Entering Unmasked Estep 
Score: -2441403.250000 Penalty: 3232.471924
	Iteration 43Q: 3 clusters Score -2441403 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8819 members 
Mstep: Class 2 contains 12051 members 
Entering Unmasked Estep 
Score: -2441417.250000 Penalty: 3232.471924
	Iteration 44Q: 3 clusters Score -2441417 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8732 members 
Mstep: Class 2 contains 12138 members 
Entering Unmasked Estep 
Score: -2441429.500000 Penalty: 3232.471924
	Iteration 45Q: 3 clusters Score -2441430 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8649 members 
Mstep: Class 2 contains 12221 members 
Entering Unmasked Estep 
Score: -2441454.750000 Penalty: 3232.471924
	Iteration 46Q: 3 clusters Score -2441455 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8569 members 
Mstep: Class 2 contains 12301 members 
Entering Unmasked Estep 
Score: -2441471.750000 Penalty: 3232.471924
	Iteration 47Q: 3 clusters Score -2441472 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8493 members 
Mstep: Class 2 contains 12377 members 
Entering Unmasked Estep 
Score: -2441478.750000 Penalty: 3232.471924
	Iteration 48Q: 3 clusters Score -2441479 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8412 members 
Mstep: Class 2 contains 12458 members 
Entering Unmasked Estep 
Score: -2441498.250000 Penalty: 3232.471924
	Iteration 49Q: 3 clusters Score -2441498 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8345 members 
Mstep: Class 2 contains 12525 members 
Entering Unmasked Estep 
Score: -2441525.500000 Penalty: 3232.471924
	Iteration 50Q: 3 clusters Score -2441526 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8275 members 
Mstep: Class 2 contains 12595 members 
Entering Unmasked Estep 
Score: -2441544.250000 Penalty: 3232.471924
	Iteration 51Q: 3 clusters Score -2441544 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8205 members 
Mstep: Class 2 contains 12665 members 
Entering Unmasked Estep 
Score: -2441556.250000 Penalty: 3232.471924
	Iteration 52Q: 3 clusters Score -2441556 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8132 members 
Mstep: Class 2 contains 12738 members 
Entering Unmasked Estep 
Score: -2441571.500000 Penalty: 3232.471924
	Iteration 53Q: 3 clusters Score -2441572 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8070 members 
Mstep: Class 2 contains 12800 members 
Entering Unmasked Estep 
Score: -2441581.750000 Penalty: 3232.471924
	Iteration 54Q: 3 clusters Score -2441582 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8007 members 
Mstep: Class 2 contains 12863 members 
Entering Unmasked Estep 
Score: -2441593.000000 Penalty: 3232.471924
	Iteration 55Q: 3 clusters Score -2441593 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7948 members 
Mstep: Class 2 contains 12922 members 
Entering Unmasked Estep 
Score: -2441602.750000 Penalty: 3232.471924
	Iteration 56Q: 3 clusters Score -2441603 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7905 members 
Mstep: Class 2 contains 12965 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -2441598 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7864 members 
Mstep: Class 2 contains 13006 members 
Entering Unmasked Estep 
Score: -2441607.250000 Penalty: 3232.471924
	Iteration 58Q: 3 clusters Score -2441607 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7818 members 
Mstep: Class 2 contains 13052 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -2441617 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7758 members 
Mstep: Class 2 contains 13112 members 
Entering Unmasked Estep 
Score: -2441620.500000 Penalty: 3232.471924
	Iteration 60F: 3 clusters Score -2441620 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7702 members 
Mstep: Class 2 contains 13168 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -2441628 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7645 members 
Mstep: Class 2 contains 13225 members 
Entering Unmasked Estep 
Score: -2441639.250000 Penalty: 3232.471924
	Iteration 62Q: 3 clusters Score -2441639 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7587 members 
Mstep: Class 2 contains 13283 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -2441640 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7527 members 
Mstep: Class 2 contains 13343 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -2441663 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7458 members 
Mstep: Class 2 contains 13412 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -2441668 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7384 members 
Mstep: Class 2 contains 13486 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -2441686 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7311 members 
Mstep: Class 2 contains 13559 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -2441690 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7226 members 
Mstep: Class 2 contains 13644 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -2441711 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7136 members 
Mstep: Class 2 contains 13734 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -2441729 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7043 members 
Mstep: Class 2 contains 13827 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -2441744 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6948 members 
Mstep: Class 2 contains 13922 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -2441759 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6841 members 
Mstep: Class 2 contains 14029 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -2441782 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6714 members 
Mstep: Class 2 contains 14156 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -2441804 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6589 members 
Mstep: Class 2 contains 14281 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -2441829 nChanged 148
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6453 members 
Mstep: Class 2 contains 14417 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -2441871 nChanged 155
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6304 members 
Mstep: Class 2 contains 14566 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -2441918 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6147 members 
Mstep: Class 2 contains 14723 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -2441955 nChanged 182
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Mstep: Class 1 contains 5973 members 
Mstep: Class 2 contains 14897 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -2442011 nChanged 168
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Mstep: Class 1 contains 5821 members 
Mstep: Class 2 contains 15049 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -2442054 nChanged 170
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5663 members 
Mstep: Class 2 contains 15207 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -2442100 nChanged 180
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Mstep: Class 1 contains 5503 members 
Mstep: Class 2 contains 15367 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -2442149 nChanged 186
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 15531 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -2442194 nChanged 170
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 15679 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 15815 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -2442286 nChanged 168
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Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 15965 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -2442328 nChanged 149
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 16106 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 16261 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -2442413 nChanged 170
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 16423 members 
Entering Unmasked Estep 
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 16576 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -2442490 nChanged 176
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 16738 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -2442553 nChanged 181
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 16911 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -2442607 nChanged 191
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 17098 members 
Entering Unmasked Estep 
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 17289 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -2442728 nChanged 182
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 17465 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 17656 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -2442880 nChanged 184
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 17838 members 
Entering Unmasked Estep 
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 18032 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -2443032 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 18215 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -2443114 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 18389 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -2443206 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 18561 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -2443286 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 18709 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -2443350 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 18855 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -2443431 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 18994 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -2443472 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 19106 members 
Entering Unmasked Estep 
Score: -2443523.000000 Penalty: 3232.471924
	Iteration 104Q: 3 clusters Score -2443523 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 19213 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -2443570 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 19303 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -2443598 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 19382 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -2443624 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 19456 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -2443659 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 19530 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -2443689 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 19599 members 
Entering Unmasked Estep 
Score: -2443715.000000 Penalty: 3232.471924
	Iteration 110Q: 3 clusters Score -2443715 nChanged 67
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 19664 members 
Entering Unmasked Estep 
Score: -2443742.000000 Penalty: 3232.471924
	Iteration 111Q: 3 clusters Score -2443742 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 19726 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -2443765 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 19775 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -2443788 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 19816 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -2443808 nChanged 36
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 19850 members 
Entering Unmasked Estep 
Score: -2443820.250000 Penalty: 3232.471924
	Iteration 115Q: 3 clusters Score -2443820 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 19884 members 
Entering Unmasked Estep 
Score: -2443825.250000 Penalty: 3232.471924
	Iteration 116Q: 3 clusters Score -2443825 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 19906 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -2443836 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 19932 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -2443850 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 19953 members 
Entering Unmasked Estep 
Score: -2443863.000000 Penalty: 3232.471924
	Iteration 119Q: 3 clusters Score -2443863 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 19973 members 
Entering Unmasked Estep 
Score: -2443867.500000 Penalty: 3232.471924
	Iteration 120F: 3 clusters Score -2443868 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 19991 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -2443871 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 20004 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -2443873 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 20011 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -2443875 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 20020 members 
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	Iteration 124Q: 3 clusters Score -2443883 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 20025 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -2443887 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 20033 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -2443887 nChanged 7
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Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 20038 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -2443890 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 20043 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -2443890 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 20046 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -2443892 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 20050 members 
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	Iteration 130Q: 3 clusters Score -2443892 nChanged 8
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Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 20058 members 
Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -2443896 nChanged 5
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Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 20063 members 
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Score: -2443899.000000 Penalty: 3232.471924
	Iteration 132Q: 3 clusters Score -2443899 nChanged 2
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Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 20065 members 
Entering Unmasked Estep 
Score: -2443901.250000 Penalty: 3232.471924
	Iteration 133Q: 3 clusters Score -2443901 nChanged 2
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Mstep: Class 1 contains 803 members 
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Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -2443902 nChanged 5
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 20072 members 
Entering Unmasked Estep 
Score: -2443905.000000 Penalty: 3232.471924
	Iteration 135Q: 3 clusters Score -2443905 nChanged 6
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
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Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -2443914 nChanged 11
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Mstep: Class 1 contains 783 members 
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Entering Unmasked Estep 
Score: -2443923.000000 Penalty: 3232.471924
	Iteration 137Q: 3 clusters Score -2443923 nChanged 9
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Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 20096 members 
Entering Unmasked Estep 
Score: -2443925.500000 Penalty: 3232.471924
	Iteration 138Q: 3 clusters Score -2443926 nChanged 10
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 20102 members 
Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -2443927 nChanged 10
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 20112 members 
Entering Unmasked Estep 
Score: -2443930.000000 Penalty: 3232.471924
	Iteration 140F: 3 clusters Score -2443930 nChanged 10
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 20122 members 
Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -2443935 nChanged 13
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 20135 members 
Entering Unmasked Estep 
Score: -2443937.750000 Penalty: 3232.471924
	Iteration 142Q: 3 clusters Score -2443938 nChanged 7
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Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 20142 members 
Entering Unmasked Estep 
Score: -2443941.000000 Penalty: 3232.471924
	Iteration 143Q: 3 clusters Score -2443941 nChanged 6
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Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 20148 members 
Entering Unmasked Estep 
Score: -2443943.750000 Penalty: 3232.471924
	Iteration 144Q: 3 clusters Score -2443944 nChanged 12
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Mstep: Class 1 contains 712 members 
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Entering Unmasked Estep 
Score: -2443950.000000 Penalty: 3232.471924
	Iteration 145Q: 3 clusters Score -2443950 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 20173 members 
Entering Unmasked Estep 
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	Iteration 146Q: 3 clusters Score -2443958 nChanged 17
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
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Entering Unmasked Estep 
Score: -2443967.250000 Penalty: 3232.471924
	Iteration 147Q: 3 clusters Score -2443967 nChanged 9
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Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 20197 members 
Entering Unmasked Estep 
Score: -2443969.250000 Penalty: 3232.471924
	Iteration 148Q: 3 clusters Score -2443969 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 20203 members 
Entering Unmasked Estep 
Score: -2443973.500000 Penalty: 3232.471924
	Iteration 149Q: 3 clusters Score -2443974 nChanged 10
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -2443973.250000 Penalty: 3232.471924
	Iteration 150Q: 3 clusters Score -2443973 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 20217 members 
Entering Unmasked Estep 
Score: -2443970.250000 Penalty: 3232.471924
	Iteration 151Q: 3 clusters Score -2443970 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 20219 members 
Entering Unmasked Estep 
Score: -2443973.000000 Penalty: 3232.471924
	Iteration 152Q: 3 clusters Score -2443973 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 20223 members 
Entering Unmasked Estep 
Score: -2443978.000000 Penalty: 3232.471924
	Iteration 153Q: 3 clusters Score -2443978 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 20229 members 
Entering Unmasked Estep 
Score: -2443981.750000 Penalty: 3232.471924
	Iteration 154Q: 3 clusters Score -2443982 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 20234 members 
Entering Unmasked Estep 
Score: -2443984.750000 Penalty: 3232.471924
	Iteration 155Q: 3 clusters Score -2443985 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 20237 members 
Entering Unmasked Estep 
Score: -2443985.750000 Penalty: 3232.471924
	Iteration 156Q: 3 clusters Score -2443986 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 20239 members 
Entering Unmasked Estep 
Score: -2443985.250000 Penalty: 3232.471924
	Iteration 157Q: 3 clusters Score -2443985 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 20242 members 
Entering Unmasked Estep 
Score: -2443989.750000 Penalty: 3232.471924
	Iteration 158Q: 3 clusters Score -2443990 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 20243 members 
Entering Unmasked Estep 
Score: -2443993.500000 Penalty: 3232.471924
	Iteration 159Q: 3 clusters Score -2443994 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 20244 members 
Entering Unmasked Estep 
Score: -2443992.000000 Penalty: 3232.471924
	Iteration 160F: 3 clusters Score -2443992 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 20244 members 
Entering Unmasked Estep 
Score: -2443989.750000 Penalty: 3232.471924
	Iteration 161Q: 3 clusters Score -2443990 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 20247 members 
Entering Unmasked Estep 
Score: -2443991.750000 Penalty: 3232.471924
	Iteration 162Q: 3 clusters Score -2443992 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 20252 members 
Entering Unmasked Estep 
Score: -2443994.750000 Penalty: 3232.471924
	Iteration 163Q: 3 clusters Score -2443995 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 20255 members 
Entering Unmasked Estep 
Score: -2443996.750000 Penalty: 3232.471924
	Iteration 164Q: 3 clusters Score -2443997 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 20258 members 
Entering Unmasked Estep 
Score: -2443999.250000 Penalty: 3232.471924
	Iteration 165Q: 3 clusters Score -2443999 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 20261 members 
Entering Unmasked Estep 
Score: -2444001.500000 Penalty: 3232.471924
	Iteration 166Q: 3 clusters Score -2444002 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 20264 members 
Entering Unmasked Estep 
Score: -2444005.500000 Penalty: 3232.471924
	Iteration 167Q: 3 clusters Score -2444006 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 20270 members 
Entering Unmasked Estep 
Score: -2444011.750000 Penalty: 3232.471924
	Iteration 168Q: 3 clusters Score -2444012 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 20275 members 
Entering Unmasked Estep 
Score: -2444016.250000 Penalty: 3232.471924
	Iteration 169Q: 3 clusters Score -2444016 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 20283 members 
Entering Unmasked Estep 
Score: -2444023.750000 Penalty: 3232.471924
	Iteration 170Q: 3 clusters Score -2444024 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 20290 members 
Entering Unmasked Estep 
Score: -2444032.250000 Penalty: 3232.471924
	Iteration 171Q: 3 clusters Score -2444032 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 20294 members 
Entering Unmasked Estep 
Score: -2444029.750000 Penalty: 3232.471924
	Iteration 172Q: 3 clusters Score -2444030 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 20299 members 
Entering Unmasked Estep 
Score: -2444033.000000 Penalty: 3232.471924
	Iteration 173Q: 3 clusters Score -2444033 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 20306 members 
Entering Unmasked Estep 
Score: -2444039.250000 Penalty: 3232.471924
	Iteration 174Q: 3 clusters Score -2444039 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 20314 members 
Entering Unmasked Estep 
Score: -2444055.000000 Penalty: 3232.471924
	Iteration 175Q: 3 clusters Score -2444055 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 20325 members 
Entering Unmasked Estep 
Score: -2444061.250000 Penalty: 3232.471924
	Iteration 176Q: 3 clusters Score -2444061 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 20333 members 
Entering Unmasked Estep 
Score: -2444064.750000 Penalty: 3232.471924
	Iteration 177Q: 3 clusters Score -2444065 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 20341 members 
Entering Unmasked Estep 
Score: -2444072.500000 Penalty: 3232.471924
	Iteration 178Q: 3 clusters Score -2444072 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 20349 members 
Entering Unmasked Estep 
Score: -2444086.500000 Penalty: 3232.471924
	Iteration 179Q: 3 clusters Score -2444086 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 20357 members 
Entering Unmasked Estep 
Score: -2444104.750000 Penalty: 3232.471924
	Iteration 180F: 3 clusters Score -2444105 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 20361 members 
Entering Unmasked Estep 
Score: -2444108.500000 Penalty: 3232.471924
	Iteration 181Q: 3 clusters Score -2444108 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 20364 members 
Entering Unmasked Estep 
Score: -2444113.750000 Penalty: 3232.471924
	Iteration 182Q: 3 clusters Score -2444114 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 20369 members 
Entering Unmasked Estep 
Score: -2444117.500000 Penalty: 3232.471924
	Iteration 183Q: 3 clusters Score -2444118 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 20371 members 
Entering Unmasked Estep 
Score: -2444123.500000 Penalty: 3232.471924
	Iteration 184Q: 3 clusters Score -2444124 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 20376 members 
Entering Unmasked Estep 
Score: -2444137.750000 Penalty: 3232.471924
	Iteration 185Q: 3 clusters Score -2444138 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 20380 members 
Entering Unmasked Estep 
Score: -2444138.500000 Penalty: 3232.471924
	Iteration 186Q: 3 clusters Score -2444138 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 20379 members 
Entering Unmasked Estep 
Score: -2444140.500000 Penalty: 3232.471924
	Iteration 187Q: 3 clusters Score -2444140 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 20379 members 
Entering Unmasked Estep 
Score: -2444140.500000 Penalty: 3232.471924
	Iteration 188F: 3 clusters Score -2444140 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (34755 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34755 members 
Entering Unmasked Estep 
Score: -4388089.000000 Penalty: 1699.112793
	Iteration 0F: 2 clusters Score -4388089 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17371 members 
Mstep: Class 2 contains 17384 members 
Entering Unmasked Estep 
Score: -4364928.500000 Penalty: 3398.225586
	Iteration 0F: 3 clusters Score -4364928 nChanged 16042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17479 members 
Mstep: Class 2 contains 17276 members 
Entering Unmasked Estep 
Score: -4373791.500000 Penalty: 3398.225586
	Iteration 1F: 3 clusters Score -4373792 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17689 members 
Mstep: Class 2 contains 17066 members 
Entering Unmasked Estep 
Score: -4374253.500000 Penalty: 3398.225586
	Iteration 2Q: 3 clusters Score -4374254 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18064 members 
Mstep: Class 2 contains 16691 members 
Entering Unmasked Estep 
Score: -4374807.500000 Penalty: 3398.225586
	Iteration 3Q: 3 clusters Score -4374808 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18616 members 
Mstep: Class 2 contains 16139 members 
Entering Unmasked Estep 
Score: -4375501.500000 Penalty: 3398.225586
	Iteration 4Q: 3 clusters Score -4375502 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19327 members 
Mstep: Class 2 contains 15428 members 
Entering Unmasked Estep 
Score: -4376347.000000 Penalty: 3398.225586
	Iteration 5F: 3 clusters Score -4376347 nChanged 1948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20159 members 
Mstep: Class 2 contains 14596 members 
Entering Unmasked Estep 
Score: -4377278.500000 Penalty: 3398.225586
	Iteration 6F: 3 clusters Score -4377278 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21039 members 
Mstep: Class 2 contains 13716 members 
Entering Unmasked Estep 
Score: -4378185.000000 Penalty: 3398.225586
	Iteration 7F: 3 clusters Score -4378185 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21882 members 
Mstep: Class 2 contains 12873 members 
Entering Unmasked Estep 
Score: -4378944.000000 Penalty: 3398.225586
	Iteration 8F: 3 clusters Score -4378944 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22659 members 
Mstep: Class 2 contains 12096 members 
Entering Unmasked Estep 
Score: -4379558.000000 Penalty: 3398.225586
	Iteration 9Q: 3 clusters Score -4379558 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23419 members 
Mstep: Class 2 contains 11336 members 
Entering Unmasked Estep 
Score: -4379972.500000 Penalty: 3398.225586
	Iteration 10Q: 3 clusters Score -4379972 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24185 members 
Mstep: Class 2 contains 10570 members 
Entering Unmasked Estep 
Score: -4380273.500000 Penalty: 3398.225586
	Iteration 11Q: 3 clusters Score -4380274 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25012 members 
Mstep: Class 2 contains 9743 members 
Entering Unmasked Estep 
Score: -4380620.000000 Penalty: 3398.225586
	Iteration 12Q: 3 clusters Score -4380620 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25921 members 
Mstep: Class 2 contains 8834 members 
Entering Unmasked Estep 
Score: -4380931.500000 Penalty: 3398.225586
	Iteration 13Q: 3 clusters Score -4380932 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26895 members 
Mstep: Class 2 contains 7860 members 
Entering Unmasked Estep 
Score: -4381323.500000 Penalty: 3398.225586
	Iteration 14Q: 3 clusters Score -4381324 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27912 members 
Mstep: Class 2 contains 6843 members 
Entering Unmasked Estep 
Score: -4381782.500000 Penalty: 3398.225586
	Iteration 15Q: 3 clusters Score -4381782 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29045 members 
Mstep: Class 2 contains 5710 members 
Entering Unmasked Estep 
Score: -4382412.000000 Penalty: 3398.225586
	Iteration 16Q: 3 clusters Score -4382412 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30275 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -4383187.500000 Penalty: 3398.225586
	Iteration 17Q: 3 clusters Score -4383188 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31428 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -4383962.500000 Penalty: 3398.225586
	Iteration 18Q: 3 clusters Score -4383962 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32442 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -4384716.000000 Penalty: 3398.225586
	Iteration 19Q: 3 clusters Score -4384716 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33223 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -4385381.000000 Penalty: 3398.225586
	Iteration 20F: 3 clusters Score -4385381 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33819 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -4385894.500000 Penalty: 3398.225586
	Iteration 21Q: 3 clusters Score -4385894 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34147 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -4386200.000000 Penalty: 3398.225586
	Iteration 22Q: 3 clusters Score -4386200 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34330 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -4386366.000000 Penalty: 3398.225586
	Iteration 23Q: 3 clusters Score -4386366 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34425 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -4386459.500000 Penalty: 3398.225586
	Iteration 24Q: 3 clusters Score -4386460 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34466 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -4386502.500000 Penalty: 3398.225586
	Iteration 25Q: 3 clusters Score -4386502 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34493 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -4386543.500000 Penalty: 3398.225586
	Iteration 26Q: 3 clusters Score -4386544 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34507 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -4386569.500000 Penalty: 3398.225586
	Iteration 27Q: 3 clusters Score -4386570 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34522 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -4386596.000000 Penalty: 3398.225586
	Iteration 28Q: 3 clusters Score -4386596 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34528 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -4386603.000000 Penalty: 3398.225586
	Iteration 29Q: 3 clusters Score -4386603 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34533 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -4386607.500000 Penalty: 3398.225586
	Iteration 30Q: 3 clusters Score -4386608 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34536 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -4386610.500000 Penalty: 3398.225586
	Iteration 31Q: 3 clusters Score -4386610 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34536 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -4386615.500000 Penalty: 3398.225586
	Iteration 32Q: 3 clusters Score -4386616 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34536 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -4386615.500000 Penalty: 3398.225586
	Iteration 33F: 3 clusters Score -4386616 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (5743 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5743 members 
Entering Unmasked Estep 
Score: -754905.000000 Penalty: 1406.557251
	Iteration 0F: 2 clusters Score -754905 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -750455.312500 Penalty: 2813.114502
	Iteration 0F: 3 clusters Score -750455.3 nChanged 2301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -751702.937500 Penalty: 2813.114502
	Iteration 1F: 3 clusters Score -751702.9 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -751883.000000 Penalty: 2813.114502
	Iteration 2F: 3 clusters Score -751883 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -751999.312500 Penalty: 2813.114502
	Iteration 3F: 3 clusters Score -751999.3 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -752073.937500 Penalty: 2813.114502
	Iteration 4Q: 3 clusters Score -752073.9 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -752136.187500 Penalty: 2813.114502
	Iteration 5Q: 3 clusters Score -752136.2 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -752190.750000 Penalty: 2813.114502
	Iteration 6Q: 3 clusters Score -752190.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -752248.375000 Penalty: 2813.114502
	Iteration 7Q: 3 clusters Score -752248.4 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -752312.062500 Penalty: 2813.114502
	Iteration 8Q: 3 clusters Score -752312.1 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -752379.000000 Penalty: 2813.114502
	Iteration 9Q: 3 clusters Score -752379 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -752451.875000 Penalty: 2813.114502
	Iteration 10Q: 3 clusters Score -752451.9 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -752531.875000 Penalty: 2813.114502
	Iteration 11Q: 3 clusters Score -752531.9 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -752644.625000 Penalty: 2813.114502
	Iteration 12Q: 3 clusters Score -752644.6 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -752764.750000 Penalty: 2813.114502
	Iteration 13Q: 3 clusters Score -752764.8 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -752895.812500 Penalty: 2813.114502
	Iteration 14Q: 3 clusters Score -752895.8 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -753019.062500 Penalty: 2813.114502
	Iteration 15Q: 3 clusters Score -753019.1 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -753154.000000 Penalty: 2813.114502
	Iteration 16Q: 3 clusters Score -753154 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -753262.625000 Penalty: 2813.114502
	Iteration 17Q: 3 clusters Score -753262.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -753351.750000 Penalty: 2813.114502
	Iteration 18Q: 3 clusters Score -753351.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -753411.250000 Penalty: 2813.114502
	Iteration 19Q: 3 clusters Score -753411.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -753468.875000 Penalty: 2813.114502
	Iteration 20F: 3 clusters Score -753468.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -753511.375000 Penalty: 2813.114502
	Iteration 21Q: 3 clusters Score -753511.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5090 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -753543.000000 Penalty: 2813.114502
	Iteration 22Q: 3 clusters Score -753543 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -753564.875000 Penalty: 2813.114502
	Iteration 23Q: 3 clusters Score -753564.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -753582.625000 Penalty: 2813.114502
	Iteration 24Q: 3 clusters Score -753582.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -753596.500000 Penalty: 2813.114502
	Iteration 25Q: 3 clusters Score -753596.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5170 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -753605.875000 Penalty: 2813.114502
	Iteration 26Q: 3 clusters Score -753605.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -753609.062500 Penalty: 2813.114502
	Iteration 27Q: 3 clusters Score -753609.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -753614.937500 Penalty: 2813.114502
	Iteration 28Q: 3 clusters Score -753614.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -753621.812500 Penalty: 2813.114502
	Iteration 29Q: 3 clusters Score -753621.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -753628.187500 Penalty: 2813.114502
	Iteration 30Q: 3 clusters Score -753628.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -753636.687500 Penalty: 2813.114502
	Iteration 31Q: 3 clusters Score -753636.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5220 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -753640.000000 Penalty: 2813.114502
	Iteration 32Q: 3 clusters Score -753640 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5222 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -753643.125000 Penalty: 2813.114502
	Iteration 33Q: 3 clusters Score -753643.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5222 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -753645.812500 Penalty: 2813.114502
	Iteration 34Q: 3 clusters Score -753645.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5220 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -753646.500000 Penalty: 2813.114502
	Iteration 35Q: 3 clusters Score -753646.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5222 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -753645.875000 Penalty: 2813.114502
	Iteration 36Q: 3 clusters Score -753645.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5226 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -753648.500000 Penalty: 2813.114502
	Iteration 37Q: 3 clusters Score -753648.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -753653.812500 Penalty: 2813.114502
	Iteration 38Q: 3 clusters Score -753653.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -753660.875000 Penalty: 2813.114502
	Iteration 39Q: 3 clusters Score -753660.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5242 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -753666.812500 Penalty: 2813.114502
	Iteration 40F: 3 clusters Score -753666.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -753672.437500 Penalty: 2813.114502
	Iteration 41Q: 3 clusters Score -753672.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5249 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -753677.562500 Penalty: 2813.114502
	Iteration 42Q: 3 clusters Score -753677.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5255 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -753683.750000 Penalty: 2813.114502
	Iteration 43Q: 3 clusters Score -753683.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -753685.875000 Penalty: 2813.114502
	Iteration 44Q: 3 clusters Score -753685.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -753688.500000 Penalty: 2813.114502
	Iteration 45Q: 3 clusters Score -753688.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5270 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -753689.375000 Penalty: 2813.114502
	Iteration 46Q: 3 clusters Score -753689.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -753689.562500 Penalty: 2813.114502
	Iteration 47Q: 3 clusters Score -753689.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -753689.562500 Penalty: 2813.114502
	Iteration 48F: 3 clusters Score -753689.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (11906 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11906 members 
Entering Unmasked Estep 
Score: -1348150.875000 Penalty: 1525.029663
	Iteration 0F: 2 clusters Score -1348151 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5956 members 
Mstep: Class 2 contains 5950 members 
Entering Unmasked Estep 
Score: -1339917.750000 Penalty: 3050.059326
	Iteration 0F: 3 clusters Score -1339918 nChanged 5172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6140 members 
Mstep: Class 2 contains 5766 members 
Entering Unmasked Estep 
Score: -1343298.625000 Penalty: 3050.059326
	Iteration 1F: 3 clusters Score -1343299 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6278 members 
Mstep: Class 2 contains 5628 members 
Entering Unmasked Estep 
Score: -1344071.875000 Penalty: 3050.059326
	Iteration 2F: 3 clusters Score -1344072 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6383 members 
Mstep: Class 2 contains 5523 members 
Entering Unmasked Estep 
Score: -1344674.375000 Penalty: 3050.059326
	Iteration 3F: 3 clusters Score -1344674 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6520 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
Score: -1345078.875000 Penalty: 3050.059326
	Iteration 4F: 3 clusters Score -1345079 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6652 members 
Mstep: Class 2 contains 5254 members 
Entering Unmasked Estep 
Score: -1345342.875000 Penalty: 3050.059326
	Iteration 5Q: 3 clusters Score -1345343 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6791 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -1345537.750000 Penalty: 3050.059326
	Iteration 6Q: 3 clusters Score -1345538 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6905 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -1345669.750000 Penalty: 3050.059326
	Iteration 7Q: 3 clusters Score -1345670 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7021 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
Score: -1345790.375000 Penalty: 3050.059326
	Iteration 8Q: 3 clusters Score -1345790 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7137 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -1345914.250000 Penalty: 3050.059326
	Iteration 9Q: 3 clusters Score -1345914 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7254 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -1346035.000000 Penalty: 3050.059326
	Iteration 10Q: 3 clusters Score -1346035 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7372 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -1346167.625000 Penalty: 3050.059326
	Iteration 11Q: 3 clusters Score -1346168 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7498 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -1346295.500000 Penalty: 3050.059326
	Iteration 12Q: 3 clusters Score -1346296 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7638 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -1346404.125000 Penalty: 3050.059326
	Iteration 13Q: 3 clusters Score -1346404 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7775 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -1346506.375000 Penalty: 3050.059326
	Iteration 14Q: 3 clusters Score -1346506 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7901 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -1346594.750000 Penalty: 3050.059326
	Iteration 15Q: 3 clusters Score -1346595 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8021 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -1346676.875000 Penalty: 3050.059326
	Iteration 16Q: 3 clusters Score -1346677 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8147 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -1346750.000000 Penalty: 3050.059326
	Iteration 17Q: 3 clusters Score -1346750 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8289 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -1346833.375000 Penalty: 3050.059326
	Iteration 18Q: 3 clusters Score -1346833 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8395 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -1346902.000000 Penalty: 3050.059326
	Iteration 19Q: 3 clusters Score -1346902 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8497 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -1346966.625000 Penalty: 3050.059326
	Iteration 20F: 3 clusters Score -1346967 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8590 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -1347017.125000 Penalty: 3050.059326
	Iteration 21Q: 3 clusters Score -1347017 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8667 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -1347073.500000 Penalty: 3050.059326
	Iteration 22Q: 3 clusters Score -1347074 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8745 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -1347127.000000 Penalty: 3050.059326
	Iteration 23Q: 3 clusters Score -1347127 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8826 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -1347163.375000 Penalty: 3050.059326
	Iteration 24Q: 3 clusters Score -1347163 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8896 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -1347196.000000 Penalty: 3050.059326
	Iteration 25Q: 3 clusters Score -1347196 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8977 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -1347231.250000 Penalty: 3050.059326
	Iteration 26Q: 3 clusters Score -1347231 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9031 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -1347263.250000 Penalty: 3050.059326
	Iteration 27Q: 3 clusters Score -1347263 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9078 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -1347293.375000 Penalty: 3050.059326
	Iteration 28Q: 3 clusters Score -1347293 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9125 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -1347333.875000 Penalty: 3050.059326
	Iteration 29Q: 3 clusters Score -1347334 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9153 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -1347382.500000 Penalty: 3050.059326
	Iteration 30Q: 3 clusters Score -1347382 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9172 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -1347408.250000 Penalty: 3050.059326
	Iteration 31Q: 3 clusters Score -1347408 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9202 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -1347432.000000 Penalty: 3050.059326
	Iteration 32Q: 3 clusters Score -1347432 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9225 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -1347452.875000 Penalty: 3050.059326
	Iteration 33Q: 3 clusters Score -1347453 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9252 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -1347464.000000 Penalty: 3050.059326
	Iteration 34Q: 3 clusters Score -1347464 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9275 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -1347476.375000 Penalty: 3050.059326
	Iteration 35Q: 3 clusters Score -1347476 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9297 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -1347481.750000 Penalty: 3050.059326
	Iteration 36Q: 3 clusters Score -1347482 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9328 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -1347493.375000 Penalty: 3050.059326
	Iteration 37Q: 3 clusters Score -1347493 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9345 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -1347496.625000 Penalty: 3050.059326
	Iteration 38Q: 3 clusters Score -1347497 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9353 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -1347499.875000 Penalty: 3050.059326
	Iteration 39Q: 3 clusters Score -1347500 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9365 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -1347505.000000 Penalty: 3050.059326
	Iteration 40F: 3 clusters Score -1347505 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9369 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -1347508.500000 Penalty: 3050.059326
	Iteration 41Q: 3 clusters Score -1347508 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9379 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -1347508.625000 Penalty: 3050.059326
	Iteration 42Q: 3 clusters Score -1347509 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9381 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -1347508.750000 Penalty: 3050.059326
	Iteration 43Q: 3 clusters Score -1347509 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9382 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -1347513.875000 Penalty: 3050.059326
	Iteration 44Q: 3 clusters Score -1347514 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9387 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -1347514.500000 Penalty: 3050.059326
	Iteration 45Q: 3 clusters Score -1347514 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9392 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -1347516.625000 Penalty: 3050.059326
	Iteration 46Q: 3 clusters Score -1347517 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9397 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -1347516.875000 Penalty: 3050.059326
	Iteration 47Q: 3 clusters Score -1347517 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9404 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -1347521.125000 Penalty: 3050.059326
	Iteration 48Q: 3 clusters Score -1347521 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9411 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -1347522.250000 Penalty: 3050.059326
	Iteration 49Q: 3 clusters Score -1347522 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9415 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -1347521.000000 Penalty: 3050.059326
	Iteration 50Q: 3 clusters Score -1347521 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9419 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -1347520.250000 Penalty: 3050.059326
	Iteration 51Q: 3 clusters Score -1347520 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9428 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -1347524.875000 Penalty: 3050.059326
	Iteration 52Q: 3 clusters Score -1347525 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9439 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -1347526.875000 Penalty: 3050.059326
	Iteration 53Q: 3 clusters Score -1347527 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9451 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -1347533.125000 Penalty: 3050.059326
	Iteration 54Q: 3 clusters Score -1347533 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9468 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -1347534.750000 Penalty: 3050.059326
	Iteration 55Q: 3 clusters Score -1347535 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9471 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -1347534.875000 Penalty: 3050.059326
	Iteration 56Q: 3 clusters Score -1347535 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9472 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -1347533.500000 Penalty: 3050.059326
	Iteration 57Q: 3 clusters Score -1347534 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9479 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -1347538.000000 Penalty: 3050.059326
	Iteration 58Q: 3 clusters Score -1347538 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9482 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -1347539.625000 Penalty: 3050.059326
	Iteration 59Q: 3 clusters Score -1347540 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9486 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -1347540.875000 Penalty: 3050.059326
	Iteration 60F: 3 clusters Score -1347541 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9494 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -1347540.625000 Penalty: 3050.059326
	Iteration 61Q: 3 clusters Score -1347541 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9504 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -1347540.375000 Penalty: 3050.059326
	Iteration 62Q: 3 clusters Score -1347540 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9513 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -1347548.375000 Penalty: 3050.059326
	Iteration 63Q: 3 clusters Score -1347548 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9524 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -1347553.000000 Penalty: 3050.059326
	Iteration 64Q: 3 clusters Score -1347553 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9536 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -1347557.250000 Penalty: 3050.059326
	Iteration 65Q: 3 clusters Score -1347557 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9551 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -1347559.125000 Penalty: 3050.059326
	Iteration 66Q: 3 clusters Score -1347559 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9571 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -1347568.625000 Penalty: 3050.059326
	Iteration 67Q: 3 clusters Score -1347569 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9579 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -1347574.375000 Penalty: 3050.059326
	Iteration 68Q: 3 clusters Score -1347574 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9588 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -1347581.625000 Penalty: 3050.059326
	Iteration 69Q: 3 clusters Score -1347582 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9603 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -1347589.750000 Penalty: 3050.059326
	Iteration 70Q: 3 clusters Score -1347590 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9609 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -1347589.000000 Penalty: 3050.059326
	Iteration 71Q: 3 clusters Score -1347589 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9612 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -1347597.000000 Penalty: 3050.059326
	Iteration 72Q: 3 clusters Score -1347597 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9620 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -1347601.375000 Penalty: 3050.059326
	Iteration 73Q: 3 clusters Score -1347601 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9621 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -1347607.375000 Penalty: 3050.059326
	Iteration 74Q: 3 clusters Score -1347607 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9623 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -1347610.125000 Penalty: 3050.059326
	Iteration 75Q: 3 clusters Score -1347610 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9634 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -1347611.875000 Penalty: 3050.059326
	Iteration 76Q: 3 clusters Score -1347612 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9641 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -1347626.000000 Penalty: 3050.059326
	Iteration 77Q: 3 clusters Score -1347626 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9657 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -1347629.500000 Penalty: 3050.059326
	Iteration 78Q: 3 clusters Score -1347630 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9670 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -1347641.625000 Penalty: 3050.059326
	Iteration 79Q: 3 clusters Score -1347642 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9679 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -1347652.500000 Penalty: 3050.059326
	Iteration 80F: 3 clusters Score -1347652 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9689 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -1347663.500000 Penalty: 3050.059326
	Iteration 81Q: 3 clusters Score -1347664 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9700 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -1347675.875000 Penalty: 3050.059326
	Iteration 82Q: 3 clusters Score -1347676 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9710 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -1347681.500000 Penalty: 3050.059326
	Iteration 83Q: 3 clusters Score -1347682 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9715 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -1347686.625000 Penalty: 3050.059326
	Iteration 84Q: 3 clusters Score -1347687 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9723 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -1347691.125000 Penalty: 3050.059326
	Iteration 85Q: 3 clusters Score -1347691 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9729 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -1347693.500000 Penalty: 3050.059326
	Iteration 86Q: 3 clusters Score -1347694 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9735 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -1347695.750000 Penalty: 3050.059326
	Iteration 87Q: 3 clusters Score -1347696 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9739 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -1347695.500000 Penalty: 3050.059326
	Iteration 88Q: 3 clusters Score -1347696 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9742 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -1347695.750000 Penalty: 3050.059326
	Iteration 89Q: 3 clusters Score -1347696 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9747 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -1347698.750000 Penalty: 3050.059326
	Iteration 90Q: 3 clusters Score -1347699 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9750 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -1347698.375000 Penalty: 3050.059326
	Iteration 91Q: 3 clusters Score -1347698 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9750 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -1347699.500000 Penalty: 3050.059326
	Iteration 92Q: 3 clusters Score -1347700 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9751 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -1347702.000000 Penalty: 3050.059326
	Iteration 93Q: 3 clusters Score -1347702 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9754 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -1347701.250000 Penalty: 3050.059326
	Iteration 94Q: 3 clusters Score -1347701 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9757 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -1347702.375000 Penalty: 3050.059326
	Iteration 95Q: 3 clusters Score -1347702 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9760 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -1347703.750000 Penalty: 3050.059326
	Iteration 96Q: 3 clusters Score -1347704 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9771 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -1347706.875000 Penalty: 3050.059326
	Iteration 97Q: 3 clusters Score -1347707 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9780 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -1347712.375000 Penalty: 3050.059326
	Iteration 98Q: 3 clusters Score -1347712 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9794 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -1347717.250000 Penalty: 3050.059326
	Iteration 99Q: 3 clusters Score -1347717 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9801 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -1347725.000000 Penalty: 3050.059326
	Iteration 100F: 3 clusters Score -1347725 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9809 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -1347731.375000 Penalty: 3050.059326
	Iteration 101Q: 3 clusters Score -1347731 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9816 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -1347736.500000 Penalty: 3050.059326
	Iteration 102Q: 3 clusters Score -1347736 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9823 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -1347739.375000 Penalty: 3050.059326
	Iteration 103Q: 3 clusters Score -1347739 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9827 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -1347739.625000 Penalty: 3050.059326
	Iteration 104Q: 3 clusters Score -1347740 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9827 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -1347738.125000 Penalty: 3050.059326
	Iteration 105Q: 3 clusters Score -1347738 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9833 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -1347744.125000 Penalty: 3050.059326
	Iteration 106Q: 3 clusters Score -1347744 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9836 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -1347741.500000 Penalty: 3050.059326
	Iteration 107Q: 3 clusters Score -1347742 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9841 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -1347744.625000 Penalty: 3050.059326
	Iteration 108Q: 3 clusters Score -1347745 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9845 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -1347745.125000 Penalty: 3050.059326
	Iteration 109Q: 3 clusters Score -1347745 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9849 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -1347744.375000 Penalty: 3050.059326
	Iteration 110Q: 3 clusters Score -1347744 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9852 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -1347749.125000 Penalty: 3050.059326
	Iteration 111Q: 3 clusters Score -1347749 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9855 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -1347749.500000 Penalty: 3050.059326
	Iteration 112Q: 3 clusters Score -1347750 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9856 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -1347749.125000 Penalty: 3050.059326
	Iteration 113Q: 3 clusters Score -1347749 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9856 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -1347749.125000 Penalty: 3050.059326
	Iteration 114F: 3 clusters Score -1347749 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (2981 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Entering Unmasked Estep 
Score: -358647.125000 Penalty: 1300.002319
	Iteration 0F: 2 clusters Score -358647.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -355897.593750 Penalty: 2600.004639
	Iteration 0F: 3 clusters Score -355897.6 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -356569.562500 Penalty: 2600.004639
	Iteration 1F: 3 clusters Score -356569.6 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -356709.468750 Penalty: 2600.004639
	Iteration 2F: 3 clusters Score -356709.5 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -356803.937500 Penalty: 2600.004639
	Iteration 3F: 3 clusters Score -356803.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -356860.000000 Penalty: 2600.004639
	Iteration 4Q: 3 clusters Score -356860 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -356905.843750 Penalty: 2600.004639
	Iteration 5Q: 3 clusters Score -356905.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -356945.906250 Penalty: 2600.004639
	Iteration 6Q: 3 clusters Score -356945.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -356971.937500 Penalty: 2600.004639
	Iteration 7Q: 3 clusters Score -356971.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -356994.812500 Penalty: 2600.004639
	Iteration 8Q: 3 clusters Score -356994.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -357021.437500 Penalty: 2600.004639
	Iteration 9Q: 3 clusters Score -357021.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -357042.531250 Penalty: 2600.004639
	Iteration 10Q: 3 clusters Score -357042.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -357062.687500 Penalty: 2600.004639
	Iteration 11Q: 3 clusters Score -357062.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -357080.562500 Penalty: 2600.004639
	Iteration 12Q: 3 clusters Score -357080.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -357095.062500 Penalty: 2600.004639
	Iteration 13Q: 3 clusters Score -357095.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -357106.718750 Penalty: 2600.004639
	Iteration 14Q: 3 clusters Score -357106.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -357126.843750 Penalty: 2600.004639
	Iteration 15Q: 3 clusters Score -357126.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -357150.687500 Penalty: 2600.004639
	Iteration 16Q: 3 clusters Score -357150.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -357175.187500 Penalty: 2600.004639
	Iteration 17Q: 3 clusters Score -357175.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -357199.906250 Penalty: 2600.004639
	Iteration 18Q: 3 clusters Score -357199.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -357227.156250 Penalty: 2600.004639
	Iteration 19Q: 3 clusters Score -357227.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -357245.312500 Penalty: 2600.004639
	Iteration 20F: 3 clusters Score -357245.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -357262.343750 Penalty: 2600.004639
	Iteration 21Q: 3 clusters Score -357262.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -357282.812500 Penalty: 2600.004639
	Iteration 22Q: 3 clusters Score -357282.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -357318.406250 Penalty: 2600.004639
	Iteration 23Q: 3 clusters Score -357318.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -357368.312500 Penalty: 2600.004639
	Iteration 24Q: 3 clusters Score -357368.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -357433.906250 Penalty: 2600.004639
	Iteration 25Q: 3 clusters Score -357433.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -357486.687500 Penalty: 2600.004639
	Iteration 26Q: 3 clusters Score -357486.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -357562.156250 Penalty: 2600.004639
	Iteration 27Q: 3 clusters Score -357562.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -357627.531250 Penalty: 2600.004639
	Iteration 28Q: 3 clusters Score -357627.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -357689.750000 Penalty: 2600.004639
	Iteration 29Q: 3 clusters Score -357689.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -357731.937500 Penalty: 2600.004639
	Iteration 30Q: 3 clusters Score -357731.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -357772.781250 Penalty: 2600.004639
	Iteration 31Q: 3 clusters Score -357772.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -357809.125000 Penalty: 2600.004639
	Iteration 32Q: 3 clusters Score -357809.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -357850.500000 Penalty: 2600.004639
	Iteration 33Q: 3 clusters Score -357850.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -357874.656250 Penalty: 2600.004639
	Iteration 34Q: 3 clusters Score -357874.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -357893.468750 Penalty: 2600.004639
	Iteration 35Q: 3 clusters Score -357893.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -357914.312500 Penalty: 2600.004639
	Iteration 36Q: 3 clusters Score -357914.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -357936.687500 Penalty: 2600.004639
	Iteration 37Q: 3 clusters Score -357936.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -357960.125000 Penalty: 2600.004639
	Iteration 38Q: 3 clusters Score -357960.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -357979.500000 Penalty: 2600.004639
	Iteration 39Q: 3 clusters Score -357979.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -358010.343750 Penalty: 2600.004639
	Iteration 40F: 3 clusters Score -358010.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -358050.031250 Penalty: 2600.004639
	Iteration 41Q: 3 clusters Score -358050 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -358087.437500 Penalty: 2600.004639
	Iteration 42Q: 3 clusters Score -358087.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -358116.812500 Penalty: 2600.004639
	Iteration 43Q: 3 clusters Score -358116.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -358150.531250 Penalty: 2600.004639
	Iteration 44Q: 3 clusters Score -358150.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -358182.187500 Penalty: 2600.004639
	Iteration 45Q: 3 clusters Score -358182.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -358205.937500 Penalty: 2600.004639
	Iteration 46Q: 3 clusters Score -358205.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -358218.187500 Penalty: 2600.004639
	Iteration 47Q: 3 clusters Score -358218.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -358225.687500 Penalty: 2600.004639
	Iteration 48Q: 3 clusters Score -358225.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -358229.062500 Penalty: 2600.004639
	Iteration 49Q: 3 clusters Score -358229.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -358232.593750 Penalty: 2600.004639
	Iteration 50Q: 3 clusters Score -358232.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -358234.937500 Penalty: 2600.004639
	Iteration 51Q: 3 clusters Score -358234.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -358234.562500 Penalty: 2600.004639
	Iteration 52Q: 3 clusters Score -358234.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -358235.468750 Penalty: 2600.004639
	Iteration 53Q: 3 clusters Score -358235.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -358235.406250 Penalty: 2600.004639
	Iteration 54Q: 3 clusters Score -358235.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -358235.656250 Penalty: 2600.004639
	Iteration 55Q: 3 clusters Score -358235.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -358236.375000 Penalty: 2600.004639
	Iteration 56Q: 3 clusters Score -358236.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -358237.375000 Penalty: 2600.004639
	Iteration 57Q: 3 clusters Score -358237.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -358237.500000 Penalty: 2600.004639
	Iteration 58Q: 3 clusters Score -358237.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -358238.343750 Penalty: 2600.004639
	Iteration 59Q: 3 clusters Score -358238.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -358240.000000 Penalty: 2600.004639
	Iteration 60F: 3 clusters Score -358240 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (21863 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21863 members 
Entering Unmasked Estep 
Score: -2776624.000000 Penalty: 1623.789551
	Iteration 0F: 2 clusters Score -2776624 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11014 members 
Mstep: Class 2 contains 10849 members 
Entering Unmasked Estep 
Score: -2761777.750000 Penalty: 3247.579102
	Iteration 0F: 3 clusters Score -2761778 nChanged 9975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11579 members 
Mstep: Class 2 contains 10284 members 
Entering Unmasked Estep 
Score: -2767112.250000 Penalty: 3247.579102
	Iteration 1F: 3 clusters Score -2767112 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11832 members 
Mstep: Class 2 contains 10031 members 
Entering Unmasked Estep 
Score: -2767401.750000 Penalty: 3247.579102
	Iteration 2Q: 3 clusters Score -2767402 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12161 members 
Mstep: Class 2 contains 9702 members 
Entering Unmasked Estep 
Score: -2767671.000000 Penalty: 3247.579102
	Iteration 3Q: 3 clusters Score -2767671 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12617 members 
Mstep: Class 2 contains 9246 members 
Entering Unmasked Estep 
Score: -2767954.000000 Penalty: 3247.579102
	Iteration 4Q: 3 clusters Score -2767954 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13244 members 
Mstep: Class 2 contains 8619 members 
Entering Unmasked Estep 
Score: -2768275.250000 Penalty: 3247.579102
	Iteration 5Q: 3 clusters Score -2768275 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14097 members 
Mstep: Class 2 contains 7766 members 
Entering Unmasked Estep 
Score: -2768737.000000 Penalty: 3247.579102
	Iteration 6Q: 3 clusters Score -2768737 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15246 members 
Mstep: Class 2 contains 6617 members 
Entering Unmasked Estep 
Score: -2769442.750000 Penalty: 3247.579102
	Iteration 7F: 3 clusters Score -2769443 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16636 members 
Mstep: Class 2 contains 5227 members 
Entering Unmasked Estep 
Score: -2770475.250000 Penalty: 3247.579102
	Iteration 8F: 3 clusters Score -2770475 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18153 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -2771742.500000 Penalty: 3247.579102
	Iteration 9F: 3 clusters Score -2771742 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19583 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -2773063.000000 Penalty: 3247.579102
	Iteration 10F: 3 clusters Score -2773063 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20648 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -2774102.250000 Penalty: 3247.579102
	Iteration 11Q: 3 clusters Score -2774102 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21237 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -2774668.500000 Penalty: 3247.579102
	Iteration 12Q: 3 clusters Score -2774668 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21513 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -2774943.250000 Penalty: 3247.579102
	Iteration 13Q: 3 clusters Score -2774943 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21616 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -2775068.250000 Penalty: 3247.579102
	Iteration 14Q: 3 clusters Score -2775068 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21658 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -2775137.000000 Penalty: 3247.579102
	Iteration 15Q: 3 clusters Score -2775137 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21673 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -2775171.000000 Penalty: 3247.579102
	Iteration 16Q: 3 clusters Score -2775171 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21684 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -2775196.750000 Penalty: 3247.579102
	Iteration 17Q: 3 clusters Score -2775197 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21685 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -2775206.000000 Penalty: 3247.579102
	Iteration 18Q: 3 clusters Score -2775206 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21686 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -2775211.250000 Penalty: 3247.579102
	Iteration 19Q: 3 clusters Score -2775211 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21689 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -2775219.500000 Penalty: 3247.579102
	Iteration 20F: 3 clusters Score -2775220 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21691 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -2775224.000000 Penalty: 3247.579102
	Iteration 21Q: 3 clusters Score -2775224 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21693 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -2775227.750000 Penalty: 3247.579102
	Iteration 22Q: 3 clusters Score -2775228 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21694 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -2775229.750000 Penalty: 3247.579102
	Iteration 23Q: 3 clusters Score -2775230 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21694 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -2775229.750000 Penalty: 3247.579102
	Iteration 24F: 3 clusters Score -2775230 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (39353 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39353 members 
Entering Unmasked Estep 
Score: -4978671.000000 Penalty: 1719.303101
	Iteration 0F: 2 clusters Score -4978671 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19728 members 
Mstep: Class 2 contains 19625 members 
Entering Unmasked Estep 
Score: -4952273.000000 Penalty: 3438.606201
	Iteration 0F: 3 clusters Score -4952273 nChanged 18390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20026 members 
Mstep: Class 2 contains 19327 members 
Entering Unmasked Estep 
Score: -4962716.000000 Penalty: 3438.606201
	Iteration 1F: 3 clusters Score -4962716 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20160 members 
Mstep: Class 2 contains 19193 members 
Entering Unmasked Estep 
Score: -4963188.500000 Penalty: 3438.606201
	Iteration 2Q: 3 clusters Score -4963188 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20340 members 
Mstep: Class 2 contains 19013 members 
Entering Unmasked Estep 
Score: -4963674.000000 Penalty: 3438.606201
	Iteration 3Q: 3 clusters Score -4963674 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20611 members 
Mstep: Class 2 contains 18742 members 
Entering Unmasked Estep 
Score: -4964291.500000 Penalty: 3438.606201
	Iteration 4Q: 3 clusters Score -4964292 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21045 members 
Mstep: Class 2 contains 18308 members 
Entering Unmasked Estep 
Score: -4964917.500000 Penalty: 3438.606201
	Iteration 5Q: 3 clusters Score -4964918 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21677 members 
Mstep: Class 2 contains 17676 members 
Entering Unmasked Estep 
Score: -4965771.000000 Penalty: 3438.606201
	Iteration 6Q: 3 clusters Score -4965771 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22486 members 
Mstep: Class 2 contains 16867 members 
Entering Unmasked Estep 
Score: -4966691.500000 Penalty: 3438.606201
	Iteration 7Q: 3 clusters Score -4966692 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23510 members 
Mstep: Class 2 contains 15843 members 
Entering Unmasked Estep 
Score: -4967661.000000 Penalty: 3438.606201
	Iteration 8Q: 3 clusters Score -4967661 nChanged 1879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24763 members 
Mstep: Class 2 contains 14590 members 
Entering Unmasked Estep 
Score: -4968740.000000 Penalty: 3438.606201
	Iteration 9Q: 3 clusters Score -4968740 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26009 members 
Mstep: Class 2 contains 13344 members 
Entering Unmasked Estep 
Score: -4969742.000000 Penalty: 3438.606201
	Iteration 10Q: 3 clusters Score -4969742 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27215 members 
Mstep: Class 2 contains 12138 members 
Entering Unmasked Estep 
Score: -4970617.000000 Penalty: 3438.606201
	Iteration 11Q: 3 clusters Score -4970617 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28319 members 
Mstep: Class 2 contains 11034 members 
Entering Unmasked Estep 
Score: -4971314.000000 Penalty: 3438.606201
	Iteration 12Q: 3 clusters Score -4971314 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29307 members 
Mstep: Class 2 contains 10046 members 
Entering Unmasked Estep 
Score: -4971909.000000 Penalty: 3438.606201
	Iteration 13Q: 3 clusters Score -4971909 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30197 members 
Mstep: Class 2 contains 9156 members 
Entering Unmasked Estep 
Score: -4972492.500000 Penalty: 3438.606201
	Iteration 14Q: 3 clusters Score -4972492 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31060 members 
Mstep: Class 2 contains 8293 members 
Entering Unmasked Estep 
Score: -4972996.500000 Penalty: 3438.606201
	Iteration 15Q: 3 clusters Score -4972996 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31872 members 
Mstep: Class 2 contains 7481 members 
Entering Unmasked Estep 
Score: -4973466.500000 Penalty: 3438.606201
	Iteration 16Q: 3 clusters Score -4973466 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32673 members 
Mstep: Class 2 contains 6680 members 
Entering Unmasked Estep 
Score: -4973945.500000 Penalty: 3438.606201
	Iteration 17Q: 3 clusters Score -4973946 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33432 members 
Mstep: Class 2 contains 5921 members 
Entering Unmasked Estep 
Score: -4974422.500000 Penalty: 3438.606201
	Iteration 18Q: 3 clusters Score -4974422 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34122 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -4974821.000000 Penalty: 3438.606201
	Iteration 19Q: 3 clusters Score -4974821 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34755 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -4975126.500000 Penalty: 3438.606201
	Iteration 20F: 3 clusters Score -4975126 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35313 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -4975410.000000 Penalty: 3438.606201
	Iteration 21Q: 3 clusters Score -4975410 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35852 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -4975682.500000 Penalty: 3438.606201
	Iteration 22Q: 3 clusters Score -4975682 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36301 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -4975938.000000 Penalty: 3438.606201
	Iteration 23Q: 3 clusters Score -4975938 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36729 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -4976158.000000 Penalty: 3438.606201
	Iteration 24Q: 3 clusters Score -4976158 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37110 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -4976388.000000 Penalty: 3438.606201
	Iteration 25Q: 3 clusters Score -4976388 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37420 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -4976578.000000 Penalty: 3438.606201
	Iteration 26Q: 3 clusters Score -4976578 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37676 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -4976727.500000 Penalty: 3438.606201
	Iteration 27Q: 3 clusters Score -4976728 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37884 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -4976844.500000 Penalty: 3438.606201
	Iteration 28Q: 3 clusters Score -4976844 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38027 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -4976925.000000 Penalty: 3438.606201
	Iteration 29Q: 3 clusters Score -4976925 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38154 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -4977005.000000 Penalty: 3438.606201
	Iteration 30Q: 3 clusters Score -4977005 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38276 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -4977073.000000 Penalty: 3438.606201
	Iteration 31Q: 3 clusters Score -4977073 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38354 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -4977108.500000 Penalty: 3438.606201
	Iteration 32Q: 3 clusters Score -4977108 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38427 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -4977138.000000 Penalty: 3438.606201
	Iteration 33Q: 3 clusters Score -4977138 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38477 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -4977163.500000 Penalty: 3438.606201
	Iteration 34Q: 3 clusters Score -4977164 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38517 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -4977198.000000 Penalty: 3438.606201
	Iteration 35Q: 3 clusters Score -4977198 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38544 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -4977229.000000 Penalty: 3438.606201
	Iteration 36Q: 3 clusters Score -4977229 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38559 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -4977244.500000 Penalty: 3438.606201
	Iteration 37Q: 3 clusters Score -4977244 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38576 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -4977251.000000 Penalty: 3438.606201
	Iteration 38Q: 3 clusters Score -4977251 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38596 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -4977265.500000 Penalty: 3438.606201
	Iteration 39Q: 3 clusters Score -4977266 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38611 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -4977274.000000 Penalty: 3438.606201
	Iteration 40F: 3 clusters Score -4977274 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38623 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -4977281.500000 Penalty: 3438.606201
	Iteration 41Q: 3 clusters Score -4977282 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38628 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -4977287.500000 Penalty: 3438.606201
	Iteration 42Q: 3 clusters Score -4977288 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38637 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -4977292.500000 Penalty: 3438.606201
	Iteration 43Q: 3 clusters Score -4977292 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38644 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -4977299.000000 Penalty: 3438.606201
	Iteration 44Q: 3 clusters Score -4977299 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38653 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -4977305.000000 Penalty: 3438.606201
	Iteration 45Q: 3 clusters Score -4977305 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38664 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -4977310.500000 Penalty: 3438.606201
	Iteration 46Q: 3 clusters Score -4977310 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38671 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -4977317.000000 Penalty: 3438.606201
	Iteration 47Q: 3 clusters Score -4977317 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38683 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -4977322.500000 Penalty: 3438.606201
	Iteration 48Q: 3 clusters Score -4977322 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38689 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -4977328.500000 Penalty: 3438.606201
	Iteration 49Q: 3 clusters Score -4977328 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38691 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -4977327.500000 Penalty: 3438.606201
	Iteration 50Q: 3 clusters Score -4977328 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38695 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -4977329.000000 Penalty: 3438.606201
	Iteration 51Q: 3 clusters Score -4977329 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38696 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -4977329.000000 Penalty: 3438.606201
	Iteration 52Q: 3 clusters Score -4977329 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38695 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -4977332.000000 Penalty: 3438.606201
	Iteration 53Q: 3 clusters Score -4977332 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38694 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -4977333.500000 Penalty: 3438.606201
	Iteration 54Q: 3 clusters Score -4977334 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38694 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -4977333.500000 Penalty: 3438.606201
	Iteration 55F: 3 clusters Score -4977334 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (7912 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7912 members 
Entering Unmasked Estep 
Score: -990814.562500 Penalty: 1458.622192
	Iteration 0F: 2 clusters Score -990814.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -984989.312500 Penalty: 2917.244385
	Iteration 0F: 3 clusters Score -984989.3 nChanged 3409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -986864.625000 Penalty: 2917.244385
	Iteration 1F: 3 clusters Score -986864.6 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -987162.437500 Penalty: 2917.244385
	Iteration 2F: 3 clusters Score -987162.4 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -987412.562500 Penalty: 2917.244385
	Iteration 3F: 3 clusters Score -987412.6 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -987608.187500 Penalty: 2917.244385
	Iteration 4F: 3 clusters Score -987608.2 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -987775.187500 Penalty: 2917.244385
	Iteration 5Q: 3 clusters Score -987775.2 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -987914.125000 Penalty: 2917.244385
	Iteration 6Q: 3 clusters Score -987914.1 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -988036.687500 Penalty: 2917.244385
	Iteration 7Q: 3 clusters Score -988036.7 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -988129.750000 Penalty: 2917.244385
	Iteration 8Q: 3 clusters Score -988129.8 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -988203.937500 Penalty: 2917.244385
	Iteration 9Q: 3 clusters Score -988203.9 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -988261.437500 Penalty: 2917.244385
	Iteration 10Q: 3 clusters Score -988261.4 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5041 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -988307.187500 Penalty: 2917.244385
	Iteration 11Q: 3 clusters Score -988307.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5130 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -988341.812500 Penalty: 2917.244385
	Iteration 12Q: 3 clusters Score -988341.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -988376.875000 Penalty: 2917.244385
	Iteration 13Q: 3 clusters Score -988376.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -988410.062500 Penalty: 2917.244385
	Iteration 14Q: 3 clusters Score -988410.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5376 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -988434.812500 Penalty: 2917.244385
	Iteration 15Q: 3 clusters Score -988434.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -988461.000000 Penalty: 2917.244385
	Iteration 16Q: 3 clusters Score -988461 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5494 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -988483.937500 Penalty: 2917.244385
	Iteration 17Q: 3 clusters Score -988483.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5549 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -988505.062500 Penalty: 2917.244385
	Iteration 18Q: 3 clusters Score -988505.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5612 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -988531.937500 Penalty: 2917.244385
	Iteration 19Q: 3 clusters Score -988531.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -988553.625000 Penalty: 2917.244385
	Iteration 20F: 3 clusters Score -988553.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5736 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -988577.312500 Penalty: 2917.244385
	Iteration 21Q: 3 clusters Score -988577.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5802 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -988602.250000 Penalty: 2917.244385
	Iteration 22Q: 3 clusters Score -988602.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5857 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -988620.062500 Penalty: 2917.244385
	Iteration 23Q: 3 clusters Score -988620.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5904 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -988634.312500 Penalty: 2917.244385
	Iteration 24Q: 3 clusters Score -988634.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5957 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -988655.375000 Penalty: 2917.244385
	Iteration 25Q: 3 clusters Score -988655.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6020 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -988675.187500 Penalty: 2917.244385
	Iteration 26Q: 3 clusters Score -988675.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6073 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -988694.750000 Penalty: 2917.244385
	Iteration 27Q: 3 clusters Score -988694.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6134 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -988716.437500 Penalty: 2917.244385
	Iteration 28Q: 3 clusters Score -988716.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6202 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -988735.250000 Penalty: 2917.244385
	Iteration 29Q: 3 clusters Score -988735.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6252 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -988751.125000 Penalty: 2917.244385
	Iteration 30Q: 3 clusters Score -988751.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6300 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -988760.187500 Penalty: 2917.244385
	Iteration 31Q: 3 clusters Score -988760.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6336 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -988770.250000 Penalty: 2917.244385
	Iteration 32Q: 3 clusters Score -988770.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6376 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -988780.062500 Penalty: 2917.244385
	Iteration 33Q: 3 clusters Score -988780.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6414 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -988791.812500 Penalty: 2917.244385
	Iteration 34Q: 3 clusters Score -988791.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6458 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -988808.375000 Penalty: 2917.244385
	Iteration 35Q: 3 clusters Score -988808.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6497 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -988817.250000 Penalty: 2917.244385
	Iteration 36Q: 3 clusters Score -988817.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6541 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -988834.000000 Penalty: 2917.244385
	Iteration 37Q: 3 clusters Score -988834 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6595 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -988854.500000 Penalty: 2917.244385
	Iteration 38Q: 3 clusters Score -988854.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6651 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -988881.250000 Penalty: 2917.244385
	Iteration 39Q: 3 clusters Score -988881.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6718 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -988908.375000 Penalty: 2917.244385
	Iteration 40F: 3 clusters Score -988908.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6792 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -988945.375000 Penalty: 2917.244385
	Iteration 41Q: 3 clusters Score -988945.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6871 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -988981.187500 Penalty: 2917.244385
	Iteration 42Q: 3 clusters Score -988981.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6946 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -989025.812500 Penalty: 2917.244385
	Iteration 43Q: 3 clusters Score -989025.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7029 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -989071.937500 Penalty: 2917.244385
	Iteration 44Q: 3 clusters Score -989071.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7121 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -989128.625000 Penalty: 2917.244385
	Iteration 45Q: 3 clusters Score -989128.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7205 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -989187.000000 Penalty: 2917.244385
	Iteration 46Q: 3 clusters Score -989187 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7287 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -989242.875000 Penalty: 2917.244385
	Iteration 47Q: 3 clusters Score -989242.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7367 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -989306.062500 Penalty: 2917.244385
	Iteration 48Q: 3 clusters Score -989306.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7439 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -989363.562500 Penalty: 2917.244385
	Iteration 49Q: 3 clusters Score -989363.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7505 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -989425.812500 Penalty: 2917.244385
	Iteration 50Q: 3 clusters Score -989425.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7556 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -989472.500000 Penalty: 2917.244385
	Iteration 51Q: 3 clusters Score -989472.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7588 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -989499.125000 Penalty: 2917.244385
	Iteration 52Q: 3 clusters Score -989499.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7613 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -989521.125000 Penalty: 2917.244385
	Iteration 53Q: 3 clusters Score -989521.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7626 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -989534.312500 Penalty: 2917.244385
	Iteration 54Q: 3 clusters Score -989534.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7639 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -989553.000000 Penalty: 2917.244385
	Iteration 55Q: 3 clusters Score -989553 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7646 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -989560.250000 Penalty: 2917.244385
	Iteration 56Q: 3 clusters Score -989560.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7654 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -989571.562500 Penalty: 2917.244385
	Iteration 57Q: 3 clusters Score -989571.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7661 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -989577.500000 Penalty: 2917.244385
	Iteration 58Q: 3 clusters Score -989577.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7663 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -989582.000000 Penalty: 2917.244385
	Iteration 59Q: 3 clusters Score -989582 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7665 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -989587.625000 Penalty: 2917.244385
	Iteration 60F: 3 clusters Score -989587.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7666 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -989587.875000 Penalty: 2917.244385
	Iteration 61Q: 3 clusters Score -989587.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7667 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -989589.500000 Penalty: 2917.244385
	Iteration 62Q: 3 clusters Score -989589.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7668 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -989590.500000 Penalty: 2917.244385
	Iteration 63Q: 3 clusters Score -989590.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7669 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -989591.562500 Penalty: 2917.244385
	Iteration 64Q: 3 clusters Score -989591.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7669 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -989591.562500 Penalty: 2917.244385
	Iteration 65F: 3 clusters Score -989591.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (3867 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Entering Unmasked Estep 
Score: -472277.937500 Penalty: 1342.287964
	Iteration 0F: 2 clusters Score -472277.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -469030.218750 Penalty: 2684.575928
	Iteration 0F: 3 clusters Score -469030.2 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -469992.093750 Penalty: 2684.575928
	Iteration 1F: 3 clusters Score -469992.1 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -470247.156250 Penalty: 2684.575928
	Iteration 2F: 3 clusters Score -470247.2 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -470445.468750 Penalty: 2684.575928
	Iteration 3F: 3 clusters Score -470445.5 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -470574.500000 Penalty: 2684.575928
	Iteration 4Q: 3 clusters Score -470574.5 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -470702.468750 Penalty: 2684.575928
	Iteration 5Q: 3 clusters Score -470702.5 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -470809.312500 Penalty: 2684.575928
	Iteration 6Q: 3 clusters Score -470809.3 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -470876.156250 Penalty: 2684.575928
	Iteration 7Q: 3 clusters Score -470876.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -470936.843750 Penalty: 2684.575928
	Iteration 8Q: 3 clusters Score -470936.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -470983.843750 Penalty: 2684.575928
	Iteration 9Q: 3 clusters Score -470983.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -471031.625000 Penalty: 2684.575928
	Iteration 10Q: 3 clusters Score -471031.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -471072.437500 Penalty: 2684.575928
	Iteration 11Q: 3 clusters Score -471072.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -471110.656250 Penalty: 2684.575928
	Iteration 12Q: 3 clusters Score -471110.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -471149.250000 Penalty: 2684.575928
	Iteration 13Q: 3 clusters Score -471149.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -471182.000000 Penalty: 2684.575928
	Iteration 14Q: 3 clusters Score -471182 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -471207.781250 Penalty: 2684.575928
	Iteration 15Q: 3 clusters Score -471207.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -471232.062500 Penalty: 2684.575928
	Iteration 16Q: 3 clusters Score -471232.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -471255.375000 Penalty: 2684.575928
	Iteration 17Q: 3 clusters Score -471255.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -471277.312500 Penalty: 2684.575928
	Iteration 18Q: 3 clusters Score -471277.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -471292.750000 Penalty: 2684.575928
	Iteration 19Q: 3 clusters Score -471292.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -471307.875000 Penalty: 2684.575928
	Iteration 20F: 3 clusters Score -471307.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -471327.281250 Penalty: 2684.575928
	Iteration 21Q: 3 clusters Score -471327.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -471350.156250 Penalty: 2684.575928
	Iteration 22Q: 3 clusters Score -471350.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -471368.125000 Penalty: 2684.575928
	Iteration 23Q: 3 clusters Score -471368.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -471381.343750 Penalty: 2684.575928
	Iteration 24Q: 3 clusters Score -471381.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -471390.656250 Penalty: 2684.575928
	Iteration 25Q: 3 clusters Score -471390.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -471399.562500 Penalty: 2684.575928
	Iteration 26Q: 3 clusters Score -471399.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -471409.000000 Penalty: 2684.575928
	Iteration 27Q: 3 clusters Score -471409 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -471416.250000 Penalty: 2684.575928
	Iteration 28Q: 3 clusters Score -471416.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -471420.781250 Penalty: 2684.575928
	Iteration 29Q: 3 clusters Score -471420.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -471423.875000 Penalty: 2684.575928
	Iteration 30Q: 3 clusters Score -471423.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -471424.718750 Penalty: 2684.575928
	Iteration 31Q: 3 clusters Score -471424.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -471428.468750 Penalty: 2684.575928
	Iteration 32Q: 3 clusters Score -471428.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -471431.687500 Penalty: 2684.575928
	Iteration 33Q: 3 clusters Score -471431.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -471436.156250 Penalty: 2684.575928
	Iteration 34Q: 3 clusters Score -471436.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -471437.718750 Penalty: 2684.575928
	Iteration 35Q: 3 clusters Score -471437.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -471439.343750 Penalty: 2684.575928
	Iteration 36Q: 3 clusters Score -471439.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -471439.343750 Penalty: 2684.575928
	Iteration 37F: 3 clusters Score -471439.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (2335 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Entering Unmasked Estep 
Score: -288615.593750 Penalty: 1260.312134
	Iteration 0F: 2 clusters Score -288615.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -286324.937500 Penalty: 2520.624268
	Iteration 0F: 3 clusters Score -286324.9 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -286840.437500 Penalty: 2520.624268
	Iteration 1F: 3 clusters Score -286840.4 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -286949.531250 Penalty: 2520.624268
	Iteration 2F: 3 clusters Score -286949.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -287006.625000 Penalty: 2520.624268
	Iteration 3Q: 3 clusters Score -287006.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -287062.906250 Penalty: 2520.624268
	Iteration 4Q: 3 clusters Score -287062.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -287102.187500 Penalty: 2520.624268
	Iteration 5Q: 3 clusters Score -287102.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -287139.968750 Penalty: 2520.624268
	Iteration 6Q: 3 clusters Score -287140 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -287177.812500 Penalty: 2520.624268
	Iteration 7Q: 3 clusters Score -287177.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -287208.093750 Penalty: 2520.624268
	Iteration 8Q: 3 clusters Score -287208.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -287235.781250 Penalty: 2520.624268
	Iteration 9Q: 3 clusters Score -287235.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -287258.250000 Penalty: 2520.624268
	Iteration 10Q: 3 clusters Score -287258.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -287282.093750 Penalty: 2520.624268
	Iteration 11Q: 3 clusters Score -287282.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -287305.000000 Penalty: 2520.624268
	Iteration 12Q: 3 clusters Score -287305 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -287328.375000 Penalty: 2520.624268
	Iteration 13Q: 3 clusters Score -287328.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -287352.500000 Penalty: 2520.624268
	Iteration 14Q: 3 clusters Score -287352.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -287373.375000 Penalty: 2520.624268
	Iteration 15Q: 3 clusters Score -287373.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -287394.812500 Penalty: 2520.624268
	Iteration 16Q: 3 clusters Score -287394.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -287422.250000 Penalty: 2520.624268
	Iteration 17Q: 3 clusters Score -287422.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -287452.312500 Penalty: 2520.624268
	Iteration 18Q: 3 clusters Score -287452.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -287472.843750 Penalty: 2520.624268
	Iteration 19Q: 3 clusters Score -287472.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -287487.156250 Penalty: 2520.624268
	Iteration 20F: 3 clusters Score -287487.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -287504.156250 Penalty: 2520.624268
	Iteration 21Q: 3 clusters Score -287504.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -287520.843750 Penalty: 2520.624268
	Iteration 22Q: 3 clusters Score -287520.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -287530.343750 Penalty: 2520.624268
	Iteration 23Q: 3 clusters Score -287530.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -287536.218750 Penalty: 2520.624268
	Iteration 24Q: 3 clusters Score -287536.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -287537.250000 Penalty: 2520.624268
	Iteration 25Q: 3 clusters Score -287537.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -287539.281250 Penalty: 2520.624268
	Iteration 26Q: 3 clusters Score -287539.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -287540.718750 Penalty: 2520.624268
	Iteration 27Q: 3 clusters Score -287540.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -287541.375000 Penalty: 2520.624268
	Iteration 28Q: 3 clusters Score -287541.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -287544.000000 Penalty: 2520.624268
	Iteration 29Q: 3 clusters Score -287544 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -287548.093750 Penalty: 2520.624268
	Iteration 30Q: 3 clusters Score -287548.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -287550.406250 Penalty: 2520.624268
	Iteration 31Q: 3 clusters Score -287550.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -287552.625000 Penalty: 2520.624268
	Iteration 32Q: 3 clusters Score -287552.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -287552.812500 Penalty: 2520.624268
	Iteration 33Q: 3 clusters Score -287552.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -287553.093750 Penalty: 2520.624268
	Iteration 34Q: 3 clusters Score -287553.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -287553.093750 Penalty: 2520.624268
	Iteration 35F: 3 clusters Score -287553.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (23620 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23620 members 
Entering Unmasked Estep 
Score: -2927817.000000 Penalty: 1636.350464
	Iteration 0F: 2 clusters Score -2927817 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11784 members 
Mstep: Class 2 contains 11836 members 
Entering Unmasked Estep 
Score: -2911660.500000 Penalty: 3272.700928
	Iteration 0F: 3 clusters Score -2911660 nChanged 10774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11536 members 
Mstep: Class 2 contains 12084 members 
Entering Unmasked Estep 
Score: -2917675.500000 Penalty: 3272.700928
	Iteration 1F: 3 clusters Score -2917676 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11340 members 
Mstep: Class 2 contains 12280 members 
Entering Unmasked Estep 
Score: -2918144.000000 Penalty: 3272.700928
	Iteration 2F: 3 clusters Score -2918144 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11091 members 
Mstep: Class 2 contains 12529 members 
Entering Unmasked Estep 
Score: -2918584.000000 Penalty: 3272.700928
	Iteration 3Q: 3 clusters Score -2918584 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10753 members 
Mstep: Class 2 contains 12867 members 
Entering Unmasked Estep 
Score: -2918960.500000 Penalty: 3272.700928
	Iteration 4Q: 3 clusters Score -2918960 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10298 members 
Mstep: Class 2 contains 13322 members 
Entering Unmasked Estep 
Score: -2919314.750000 Penalty: 3272.700928
	Iteration 5Q: 3 clusters Score -2919315 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9719 members 
Mstep: Class 2 contains 13901 members 
Entering Unmasked Estep 
Score: -2919735.750000 Penalty: 3272.700928
	Iteration 6Q: 3 clusters Score -2919736 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8984 members 
Mstep: Class 2 contains 14636 members 
Entering Unmasked Estep 
Score: -2920235.000000 Penalty: 3272.700928
	Iteration 7Q: 3 clusters Score -2920235 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8093 members 
Mstep: Class 2 contains 15527 members 
Entering Unmasked Estep 
Score: -2920806.250000 Penalty: 3272.700928
	Iteration 8Q: 3 clusters Score -2920806 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7081 members 
Mstep: Class 2 contains 16539 members 
Entering Unmasked Estep 
Score: -2921514.000000 Penalty: 3272.700928
	Iteration 9Q: 3 clusters Score -2921514 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6009 members 
Mstep: Class 2 contains 17611 members 
Entering Unmasked Estep 
Score: -2922281.500000 Penalty: 3272.700928
	Iteration 10F: 3 clusters Score -2922282 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 18697 members 
Entering Unmasked Estep 
Score: -2923150.250000 Penalty: 3272.700928
	Iteration 11Q: 3 clusters Score -2923150 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 19723 members 
Entering Unmasked Estep 
Score: -2924045.000000 Penalty: 3272.700928
	Iteration 12Q: 3 clusters Score -2924045 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 20623 members 
Entering Unmasked Estep 
Score: -2924924.500000 Penalty: 3272.700928
	Iteration 13Q: 3 clusters Score -2924924 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 21265 members 
Entering Unmasked Estep 
Score: -2925598.250000 Penalty: 3272.700928
	Iteration 14Q: 3 clusters Score -2925598 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 21703 members 
Entering Unmasked Estep 
Score: -2926082.000000 Penalty: 3272.700928
	Iteration 15Q: 3 clusters Score -2926082 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 21970 members 
Entering Unmasked Estep 
Score: -2926423.500000 Penalty: 3272.700928
	Iteration 16Q: 3 clusters Score -2926424 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 22151 members 
Entering Unmasked Estep 
Score: -2926647.000000 Penalty: 3272.700928
	Iteration 17Q: 3 clusters Score -2926647 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 22283 members 
Entering Unmasked Estep 
Score: -2926786.750000 Penalty: 3272.700928
	Iteration 18Q: 3 clusters Score -2926787 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 22372 members 
Entering Unmasked Estep 
Score: -2926863.500000 Penalty: 3272.700928
	Iteration 19Q: 3 clusters Score -2926864 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 22435 members 
Entering Unmasked Estep 
Score: -2926930.500000 Penalty: 3272.700928
	Iteration 20F: 3 clusters Score -2926930 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 22496 members 
Entering Unmasked Estep 
Score: -2926973.750000 Penalty: 3272.700928
	Iteration 21Q: 3 clusters Score -2926974 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 22540 members 
Entering Unmasked Estep 
Score: -2927011.250000 Penalty: 3272.700928
	Iteration 22Q: 3 clusters Score -2927011 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 22575 members 
Entering Unmasked Estep 
Score: -2927044.500000 Penalty: 3272.700928
	Iteration 23Q: 3 clusters Score -2927044 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 22603 members 
Entering Unmasked Estep 
Score: -2927085.750000 Penalty: 3272.700928
	Iteration 24Q: 3 clusters Score -2927086 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 22628 members 
Entering Unmasked Estep 
Score: -2927107.000000 Penalty: 3272.700928
	Iteration 25Q: 3 clusters Score -2927107 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 22652 members 
Entering Unmasked Estep 
Score: -2927129.000000 Penalty: 3272.700928
	Iteration 26Q: 3 clusters Score -2927129 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 22676 members 
Entering Unmasked Estep 
Score: -2927142.250000 Penalty: 3272.700928
	Iteration 27Q: 3 clusters Score -2927142 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 22695 members 
Entering Unmasked Estep 
Score: -2927158.250000 Penalty: 3272.700928
	Iteration 28Q: 3 clusters Score -2927158 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 22718 members 
Entering Unmasked Estep 
Score: -2927183.250000 Penalty: 3272.700928
	Iteration 29Q: 3 clusters Score -2927183 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 22734 members 
Entering Unmasked Estep 
Score: -2927190.250000 Penalty: 3272.700928
	Iteration 30Q: 3 clusters Score -2927190 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 22745 members 
Entering Unmasked Estep 
Score: -2927211.250000 Penalty: 3272.700928
	Iteration 31Q: 3 clusters Score -2927211 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 22759 members 
Entering Unmasked Estep 
Score: -2927230.250000 Penalty: 3272.700928
	Iteration 32Q: 3 clusters Score -2927230 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 22782 members 
Entering Unmasked Estep 
Score: -2927245.500000 Penalty: 3272.700928
	Iteration 33Q: 3 clusters Score -2927246 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 22795 members 
Entering Unmasked Estep 
Score: -2927263.500000 Penalty: 3272.700928
	Iteration 34Q: 3 clusters Score -2927264 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 22812 members 
Entering Unmasked Estep 
Score: -2927297.750000 Penalty: 3272.700928
	Iteration 35Q: 3 clusters Score -2927298 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 22837 members 
Entering Unmasked Estep 
Score: -2927332.000000 Penalty: 3272.700928
	Iteration 36Q: 3 clusters Score -2927332 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 22851 members 
Entering Unmasked Estep 
Score: -2927362.000000 Penalty: 3272.700928
	Iteration 37Q: 3 clusters Score -2927362 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 22871 members 
Entering Unmasked Estep 
Score: -2927396.250000 Penalty: 3272.700928
	Iteration 38Q: 3 clusters Score -2927396 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 22889 members 
Entering Unmasked Estep 
Score: -2927420.500000 Penalty: 3272.700928
	Iteration 39Q: 3 clusters Score -2927420 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 22902 members 
Entering Unmasked Estep 
Score: -2927445.750000 Penalty: 3272.700928
	Iteration 40F: 3 clusters Score -2927446 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 22901 members 
Entering Unmasked Estep 
Score: -2927459.000000 Penalty: 3272.700928
	Iteration 41Q: 3 clusters Score -2927459 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 22898 members 
Entering Unmasked Estep 
Score: -2927469.250000 Penalty: 3272.700928
	Iteration 42Q: 3 clusters Score -2927469 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 22891 members 
Entering Unmasked Estep 
Score: -2927477.750000 Penalty: 3272.700928
	Iteration 43Q: 3 clusters Score -2927478 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 22887 members 
Entering Unmasked Estep 
Score: -2927488.250000 Penalty: 3272.700928
	Iteration 44Q: 3 clusters Score -2927488 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 22879 members 
Entering Unmasked Estep 
Score: -2927504.500000 Penalty: 3272.700928
	Iteration 45Q: 3 clusters Score -2927504 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 22880 members 
Entering Unmasked Estep 
Score: -2927506.000000 Penalty: 3272.700928
	Iteration 46Q: 3 clusters Score -2927506 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 22882 members 
Entering Unmasked Estep 
Score: -2927519.500000 Penalty: 3272.700928
	Iteration 47Q: 3 clusters Score -2927520 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 22886 members 
Entering Unmasked Estep 
Score: -2927521.000000 Penalty: 3272.700928
	Iteration 48Q: 3 clusters Score -2927521 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 22890 members 
Entering Unmasked Estep 
Score: -2927523.250000 Penalty: 3272.700928
	Iteration 49Q: 3 clusters Score -2927523 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 22888 members 
Entering Unmasked Estep 
Score: -2927523.500000 Penalty: 3272.700928
	Iteration 50Q: 3 clusters Score -2927524 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 22879 members 
Entering Unmasked Estep 
Score: -2927530.750000 Penalty: 3272.700928
	Iteration 51Q: 3 clusters Score -2927531 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 22874 members 
Entering Unmasked Estep 
Score: -2927539.000000 Penalty: 3272.700928
	Iteration 52Q: 3 clusters Score -2927539 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 22872 members 
Entering Unmasked Estep 
Score: -2927538.250000 Penalty: 3272.700928
	Iteration 53Q: 3 clusters Score -2927538 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 22870 members 
Entering Unmasked Estep 
Score: -2927539.250000 Penalty: 3272.700928
	Iteration 54Q: 3 clusters Score -2927539 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 22869 members 
Entering Unmasked Estep 
Score: -2927534.500000 Penalty: 3272.700928
	Iteration 55Q: 3 clusters Score -2927534 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 22870 members 
Entering Unmasked Estep 
Score: -2927538.500000 Penalty: 3272.700928
	Iteration 56Q: 3 clusters Score -2927538 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 22871 members 
Entering Unmasked Estep 
Score: -2927539.500000 Penalty: 3272.700928
	Iteration 57Q: 3 clusters Score -2927540 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 22873 members 
Entering Unmasked Estep 
Score: -2927540.000000 Penalty: 3272.700928
	Iteration 58Q: 3 clusters Score -2927540 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 22873 members 
Entering Unmasked Estep 
Score: -2927539.250000 Penalty: 3272.700928
	Iteration 59Q: 3 clusters Score -2927539 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 22876 members 
Entering Unmasked Estep 
Score: -2927544.250000 Penalty: 3272.700928
	Iteration 60F: 3 clusters Score -2927544 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 22874 members 
Entering Unmasked Estep 
Score: -2927548.500000 Penalty: 3272.700928
	Iteration 61Q: 3 clusters Score -2927548 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 22873 members 
Entering Unmasked Estep 
Score: -2927546.250000 Penalty: 3272.700928
	Iteration 62Q: 3 clusters Score -2927546 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 22874 members 
Entering Unmasked Estep 
Score: -2927546.500000 Penalty: 3272.700928
	Iteration 63Q: 3 clusters Score -2927546 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 22875 members 
Entering Unmasked Estep 
Score: -2927551.000000 Penalty: 3272.700928
	Iteration 64Q: 3 clusters Score -2927551 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 22871 members 
Entering Unmasked Estep 
Score: -2927545.500000 Penalty: 3272.700928
	Iteration 65Q: 3 clusters Score -2927546 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 22871 members 
Entering Unmasked Estep 
Score: -2927545.500000 Penalty: 3272.700928
	Iteration 66F: 3 clusters Score -2927546 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (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: -42803.863281 Penalty: 977.228760
	Iteration 0F: 2 clusters Score -42803.86 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 203 members 
Entering Unmasked Estep 
Score: -41884.097656 Penalty: 1954.457520
	Iteration 0F: 3 clusters Score -41884.1 nChanged 118
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: -42157.453125 Penalty: 1954.457520
	Iteration 1F: 3 clusters Score -42157.45 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -42301.601562 Penalty: 1954.457520
	Iteration 2F: 3 clusters Score -42301.6 nChanged 21
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: -42366.246094 Penalty: 1954.457520
	Iteration 3F: 3 clusters Score -42366.25 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -42383.671875 Penalty: 1954.457520
	Iteration 4Q: 3 clusters Score -42383.67 nChanged 5
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: -42396.320312 Penalty: 1954.457520
	Iteration 5Q: 3 clusters Score -42396.32 nChanged 2
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: -42401.406250 Penalty: 1954.457520
	Iteration 6Q: 3 clusters Score -42401.41 nChanged 0
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: -42401.406250 Penalty: 1954.457520
	Iteration 7F: 3 clusters Score -42401.41 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (3799 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Entering Unmasked Estep 
Score: -449488.656250 Penalty: 1339.405029
	Iteration 0F: 2 clusters Score -449488.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -446287.000000 Penalty: 2678.810059
	Iteration 0F: 3 clusters Score -446287 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -447216.750000 Penalty: 2678.810059
	Iteration 1F: 3 clusters Score -447216.8 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -447460.906250 Penalty: 2678.810059
	Iteration 2F: 3 clusters Score -447460.9 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -447665.687500 Penalty: 2678.810059
	Iteration 3F: 3 clusters Score -447665.7 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -447857.843750 Penalty: 2678.810059
	Iteration 4F: 3 clusters Score -447857.8 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -448050.562500 Penalty: 2678.810059
	Iteration 5F: 3 clusters Score -448050.6 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -448212.593750 Penalty: 2678.810059
	Iteration 6Q: 3 clusters Score -448212.6 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -448371.906250 Penalty: 2678.810059
	Iteration 7Q: 3 clusters Score -448371.9 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -448532.937500 Penalty: 2678.810059
	Iteration 8Q: 3 clusters Score -448532.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -448663.812500 Penalty: 2678.810059
	Iteration 9Q: 3 clusters Score -448663.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -448747.093750 Penalty: 2678.810059
	Iteration 10Q: 3 clusters Score -448747.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -448805.156250 Penalty: 2678.810059
	Iteration 11Q: 3 clusters Score -448805.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -448835.187500 Penalty: 2678.810059
	Iteration 12Q: 3 clusters Score -448835.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -448853.937500 Penalty: 2678.810059
	Iteration 13Q: 3 clusters Score -448853.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -448864.250000 Penalty: 2678.810059
	Iteration 14Q: 3 clusters Score -448864.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -448876.093750 Penalty: 2678.810059
	Iteration 15Q: 3 clusters Score -448876.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -448880.625000 Penalty: 2678.810059
	Iteration 16Q: 3 clusters Score -448880.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -448883.625000 Penalty: 2678.810059
	Iteration 17Q: 3 clusters Score -448883.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -448887.281250 Penalty: 2678.810059
	Iteration 18Q: 3 clusters Score -448887.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -448889.343750 Penalty: 2678.810059
	Iteration 19Q: 3 clusters Score -448889.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -448892.437500 Penalty: 2678.810059
	Iteration 20F: 3 clusters Score -448892.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -448893.125000 Penalty: 2678.810059
	Iteration 21Q: 3 clusters Score -448893.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -448895.125000 Penalty: 2678.810059
	Iteration 22Q: 3 clusters Score -448895.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -448895.406250 Penalty: 2678.810059
	Iteration 23Q: 3 clusters Score -448895.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -448895.687500 Penalty: 2678.810059
	Iteration 24Q: 3 clusters Score -448895.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -448895.812500 Penalty: 2678.810059
	Iteration 25Q: 3 clusters Score -448895.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -448896.875000 Penalty: 2678.810059
	Iteration 26Q: 3 clusters Score -448896.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -448897.500000 Penalty: 2678.810059
	Iteration 27Q: 3 clusters Score -448897.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -448897.500000 Penalty: 2678.810059
	Iteration 28Q: 3 clusters Score -448897.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -448897.500000 Penalty: 2678.810059
	Iteration 29F: 3 clusters Score -448897.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (12571 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12571 members 
Entering Unmasked Estep 
Score: -1602641.750000 Penalty: 1533.861572
	Iteration 0F: 2 clusters Score -1602642 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6276 members 
Mstep: Class 2 contains 6295 members 
Entering Unmasked Estep 
Score: -1593820.000000 Penalty: 3067.723145
	Iteration 0F: 3 clusters Score -1593820 nChanged 5490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6280 members 
Mstep: Class 2 contains 6291 members 
Entering Unmasked Estep 
Score: -1596697.500000 Penalty: 3067.723145
	Iteration 1F: 3 clusters Score -1596698 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6359 members 
Mstep: Class 2 contains 6212 members 
Entering Unmasked Estep 
Score: -1596972.250000 Penalty: 3067.723145
	Iteration 2F: 3 clusters Score -1596972 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6461 members 
Mstep: Class 2 contains 6110 members 
Entering Unmasked Estep 
Score: -1597220.125000 Penalty: 3067.723145
	Iteration 3Q: 3 clusters Score -1597220 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6620 members 
Mstep: Class 2 contains 5951 members 
Entering Unmasked Estep 
Score: -1597453.250000 Penalty: 3067.723145
	Iteration 4Q: 3 clusters Score -1597453 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6839 members 
Mstep: Class 2 contains 5732 members 
Entering Unmasked Estep 
Score: -1597742.625000 Penalty: 3067.723145
	Iteration 5Q: 3 clusters Score -1597743 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7103 members 
Mstep: Class 2 contains 5468 members 
Entering Unmasked Estep 
Score: -1598061.625000 Penalty: 3067.723145
	Iteration 6Q: 3 clusters Score -1598062 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7403 members 
Mstep: Class 2 contains 5168 members 
Entering Unmasked Estep 
Score: -1598480.125000 Penalty: 3067.723145
	Iteration 7F: 3 clusters Score -1598480 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7735 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -1598922.375000 Penalty: 3067.723145
	Iteration 8F: 3 clusters Score -1598922 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8054 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -1599337.375000 Penalty: 3067.723145
	Iteration 9Q: 3 clusters Score -1599337 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8345 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -1599737.875000 Penalty: 3067.723145
	Iteration 10Q: 3 clusters Score -1599738 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8590 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -1600149.000000 Penalty: 3067.723145
	Iteration 11Q: 3 clusters Score -1600149 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8762 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -1600466.000000 Penalty: 3067.723145
	Iteration 12Q: 3 clusters Score -1600466 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8861 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -1600686.000000 Penalty: 3067.723145
	Iteration 13Q: 3 clusters Score -1600686 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8928 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -1600848.625000 Penalty: 3067.723145
	Iteration 14Q: 3 clusters Score -1600849 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8974 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -1600975.875000 Penalty: 3067.723145
	Iteration 15Q: 3 clusters Score -1600976 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9001 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -1601072.375000 Penalty: 3067.723145
	Iteration 16Q: 3 clusters Score -1601072 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8977 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -1601136.375000 Penalty: 3067.723145
	Iteration 17Q: 3 clusters Score -1601136 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8943 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -1601182.875000 Penalty: 3067.723145
	Iteration 18Q: 3 clusters Score -1601183 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8905 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -1601225.000000 Penalty: 3067.723145
	Iteration 19Q: 3 clusters Score -1601225 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8871 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -1601252.750000 Penalty: 3067.723145
	Iteration 20F: 3 clusters Score -1601253 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8837 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -1601277.125000 Penalty: 3067.723145
	Iteration 21Q: 3 clusters Score -1601277 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8814 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -1601291.500000 Penalty: 3067.723145
	Iteration 22Q: 3 clusters Score -1601292 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8788 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -1601309.750000 Penalty: 3067.723145
	Iteration 23Q: 3 clusters Score -1601310 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8771 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -1601314.625000 Penalty: 3067.723145
	Iteration 24Q: 3 clusters Score -1601315 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8764 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -1601321.625000 Penalty: 3067.723145
	Iteration 25Q: 3 clusters Score -1601322 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8748 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -1601325.750000 Penalty: 3067.723145
	Iteration 26Q: 3 clusters Score -1601326 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8732 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -1601329.375000 Penalty: 3067.723145
	Iteration 27Q: 3 clusters Score -1601329 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8719 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -1601334.000000 Penalty: 3067.723145
	Iteration 28Q: 3 clusters Score -1601334 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8709 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -1601333.875000 Penalty: 3067.723145
	Iteration 29Q: 3 clusters Score -1601334 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8701 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -1601334.125000 Penalty: 3067.723145
	Iteration 30Q: 3 clusters Score -1601334 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8698 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -1601334.875000 Penalty: 3067.723145
	Iteration 31Q: 3 clusters Score -1601335 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8693 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -1601336.750000 Penalty: 3067.723145
	Iteration 32Q: 3 clusters Score -1601337 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8688 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -1601341.625000 Penalty: 3067.723145
	Iteration 33Q: 3 clusters Score -1601342 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8678 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -1601339.750000 Penalty: 3067.723145
	Iteration 34Q: 3 clusters Score -1601340 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8660 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -1601342.000000 Penalty: 3067.723145
	Iteration 35Q: 3 clusters Score -1601342 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8652 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -1601349.000000 Penalty: 3067.723145
	Iteration 36Q: 3 clusters Score -1601349 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8636 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -1601350.250000 Penalty: 3067.723145
	Iteration 37Q: 3 clusters Score -1601350 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8629 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -1601353.625000 Penalty: 3067.723145
	Iteration 38Q: 3 clusters Score -1601354 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8624 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -1601353.000000 Penalty: 3067.723145
	Iteration 39Q: 3 clusters Score -1601353 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8621 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -1601358.750000 Penalty: 3067.723145
	Iteration 40F: 3 clusters Score -1601359 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8614 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -1601356.125000 Penalty: 3067.723145
	Iteration 41Q: 3 clusters Score -1601356 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8604 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -1601358.375000 Penalty: 3067.723145
	Iteration 42Q: 3 clusters Score -1601358 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8599 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -1601362.625000 Penalty: 3067.723145
	Iteration 43Q: 3 clusters Score -1601363 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8591 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -1601367.125000 Penalty: 3067.723145
	Iteration 44Q: 3 clusters Score -1601367 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8587 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -1601365.125000 Penalty: 3067.723145
	Iteration 45Q: 3 clusters Score -1601365 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8584 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -1601364.125000 Penalty: 3067.723145
	Iteration 46Q: 3 clusters Score -1601364 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8583 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -1601365.625000 Penalty: 3067.723145
	Iteration 47Q: 3 clusters Score -1601366 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8581 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -1601365.875000 Penalty: 3067.723145
	Iteration 48Q: 3 clusters Score -1601366 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8579 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -1601365.750000 Penalty: 3067.723145
	Iteration 49Q: 3 clusters Score -1601366 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8579 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -1601365.750000 Penalty: 3067.723145
	Iteration 50F: 3 clusters Score -1601366 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (13691 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13691 members 
Entering Unmasked Estep 
Score: -1737518.000000 Penalty: 1547.730347
	Iteration 0F: 2 clusters Score -1737518 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6861 members 
Mstep: Class 2 contains 6830 members 
Entering Unmasked Estep 
Score: -1727945.625000 Penalty: 3095.460693
	Iteration 0F: 3 clusters Score -1727946 nChanged 6022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6953 members 
Mstep: Class 2 contains 6738 members 
Entering Unmasked Estep 
Score: -1731117.500000 Penalty: 3095.460693
	Iteration 1F: 3 clusters Score -1731118 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6948 members 
Mstep: Class 2 contains 6743 members 
Entering Unmasked Estep 
Score: -1731382.875000 Penalty: 3095.460693
	Iteration 2F: 3 clusters Score -1731383 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6952 members 
Mstep: Class 2 contains 6739 members 
Entering Unmasked Estep 
Score: -1731614.125000 Penalty: 3095.460693
	Iteration 3Q: 3 clusters Score -1731614 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6951 members 
Mstep: Class 2 contains 6740 members 
Entering Unmasked Estep 
Score: -1731867.500000 Penalty: 3095.460693
	Iteration 4Q: 3 clusters Score -1731868 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6980 members 
Mstep: Class 2 contains 6711 members 
Entering Unmasked Estep 
Score: -1732111.750000 Penalty: 3095.460693
	Iteration 5Q: 3 clusters Score -1732112 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7056 members 
Mstep: Class 2 contains 6635 members 
Entering Unmasked Estep 
Score: -1732345.000000 Penalty: 3095.460693
	Iteration 6Q: 3 clusters Score -1732345 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7160 members 
Mstep: Class 2 contains 6531 members 
Entering Unmasked Estep 
Score: -1732607.875000 Penalty: 3095.460693
	Iteration 7Q: 3 clusters Score -1732608 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7322 members 
Mstep: Class 2 contains 6369 members 
Entering Unmasked Estep 
Score: -1732951.000000 Penalty: 3095.460693
	Iteration 8Q: 3 clusters Score -1732951 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7555 members 
Mstep: Class 2 contains 6136 members 
Entering Unmasked Estep 
Score: -1733394.000000 Penalty: 3095.460693
	Iteration 9Q: 3 clusters Score -1733394 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7877 members 
Mstep: Class 2 contains 5814 members 
Entering Unmasked Estep 
Score: -1733892.250000 Penalty: 3095.460693
	Iteration 10F: 3 clusters Score -1733892 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8161 members 
Mstep: Class 2 contains 5530 members 
Entering Unmasked Estep 
Score: -1734333.625000 Penalty: 3095.460693
	Iteration 11F: 3 clusters Score -1734334 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8369 members 
Mstep: Class 2 contains 5322 members 
Entering Unmasked Estep 
Score: -1734674.875000 Penalty: 3095.460693
	Iteration 12Q: 3 clusters Score -1734675 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8546 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -1734903.750000 Penalty: 3095.460693
	Iteration 13Q: 3 clusters Score -1734904 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8689 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -1735058.375000 Penalty: 3095.460693
	Iteration 14Q: 3 clusters Score -1735058 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8791 members 
Mstep: Class 2 contains 4900 members 
Entering Unmasked Estep 
Score: -1735145.375000 Penalty: 3095.460693
	Iteration 15Q: 3 clusters Score -1735145 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8849 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -1735184.000000 Penalty: 3095.460693
	Iteration 16Q: 3 clusters Score -1735184 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8914 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -1735213.125000 Penalty: 3095.460693
	Iteration 17Q: 3 clusters Score -1735213 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8966 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -1735227.375000 Penalty: 3095.460693
	Iteration 18Q: 3 clusters Score -1735227 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9010 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -1735237.750000 Penalty: 3095.460693
	Iteration 19Q: 3 clusters Score -1735238 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9046 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -1735246.250000 Penalty: 3095.460693
	Iteration 20F: 3 clusters Score -1735246 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9067 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -1735253.875000 Penalty: 3095.460693
	Iteration 21Q: 3 clusters Score -1735254 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9086 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -1735253.875000 Penalty: 3095.460693
	Iteration 22Q: 3 clusters Score -1735254 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9107 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -1735259.125000 Penalty: 3095.460693
	Iteration 23Q: 3 clusters Score -1735259 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9129 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -1735265.250000 Penalty: 3095.460693
	Iteration 24Q: 3 clusters Score -1735265 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9142 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -1735268.875000 Penalty: 3095.460693
	Iteration 25Q: 3 clusters Score -1735269 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9156 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -1735275.875000 Penalty: 3095.460693
	Iteration 26Q: 3 clusters Score -1735276 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9175 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -1735275.750000 Penalty: 3095.460693
	Iteration 27Q: 3 clusters Score -1735276 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9188 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -1735276.875000 Penalty: 3095.460693
	Iteration 28Q: 3 clusters Score -1735277 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9197 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -1735279.250000 Penalty: 3095.460693
	Iteration 29Q: 3 clusters Score -1735279 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9205 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -1735280.125000 Penalty: 3095.460693
	Iteration 30Q: 3 clusters Score -1735280 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9214 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -1735285.250000 Penalty: 3095.460693
	Iteration 31Q: 3 clusters Score -1735285 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9222 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -1735284.125000 Penalty: 3095.460693
	Iteration 32Q: 3 clusters Score -1735284 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9233 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -1735288.625000 Penalty: 3095.460693
	Iteration 33Q: 3 clusters Score -1735289 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9247 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -1735289.500000 Penalty: 3095.460693
	Iteration 34Q: 3 clusters Score -1735290 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9254 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -1735291.500000 Penalty: 3095.460693
	Iteration 35Q: 3 clusters Score -1735292 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9271 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -1735294.125000 Penalty: 3095.460693
	Iteration 36Q: 3 clusters Score -1735294 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9293 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -1735295.000000 Penalty: 3095.460693
	Iteration 37Q: 3 clusters Score -1735295 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9310 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -1735301.375000 Penalty: 3095.460693
	Iteration 38Q: 3 clusters Score -1735301 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9324 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -1735302.500000 Penalty: 3095.460693
	Iteration 39Q: 3 clusters Score -1735302 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9341 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -1735308.500000 Penalty: 3095.460693
	Iteration 40F: 3 clusters Score -1735308 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9353 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -1735302.875000 Penalty: 3095.460693
	Iteration 41Q: 3 clusters Score -1735303 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9363 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -1735304.375000 Penalty: 3095.460693
	Iteration 42Q: 3 clusters Score -1735304 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9368 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -1735306.375000 Penalty: 3095.460693
	Iteration 43Q: 3 clusters Score -1735306 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9379 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -1735309.875000 Penalty: 3095.460693
	Iteration 44Q: 3 clusters Score -1735310 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9386 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -1735312.000000 Penalty: 3095.460693
	Iteration 45Q: 3 clusters Score -1735312 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9395 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -1735308.625000 Penalty: 3095.460693
	Iteration 46Q: 3 clusters Score -1735309 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9401 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -1735308.000000 Penalty: 3095.460693
	Iteration 47Q: 3 clusters Score -1735308 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9408 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -1735307.125000 Penalty: 3095.460693
	Iteration 48Q: 3 clusters Score -1735307 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9409 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -1735308.875000 Penalty: 3095.460693
	Iteration 49Q: 3 clusters Score -1735309 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9415 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -1735310.000000 Penalty: 3095.460693
	Iteration 50Q: 3 clusters Score -1735310 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9427 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -1735313.250000 Penalty: 3095.460693
	Iteration 51Q: 3 clusters Score -1735313 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9431 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -1735314.500000 Penalty: 3095.460693
	Iteration 52Q: 3 clusters Score -1735314 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9442 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -1735318.125000 Penalty: 3095.460693
	Iteration 53Q: 3 clusters Score -1735318 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9462 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -1735321.250000 Penalty: 3095.460693
	Iteration 54Q: 3 clusters Score -1735321 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9483 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -1735323.125000 Penalty: 3095.460693
	Iteration 55Q: 3 clusters Score -1735323 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9506 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -1735324.000000 Penalty: 3095.460693
	Iteration 56Q: 3 clusters Score -1735324 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9533 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -1735331.250000 Penalty: 3095.460693
	Iteration 57Q: 3 clusters Score -1735331 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9567 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -1735339.625000 Penalty: 3095.460693
	Iteration 58Q: 3 clusters Score -1735340 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9610 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -1735357.875000 Penalty: 3095.460693
	Iteration 59Q: 3 clusters Score -1735358 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9668 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -1735389.000000 Penalty: 3095.460693
	Iteration 60F: 3 clusters Score -1735389 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9747 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -1735444.625000 Penalty: 3095.460693
	Iteration 61Q: 3 clusters Score -1735445 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9840 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -1735530.375000 Penalty: 3095.460693
	Iteration 62Q: 3 clusters Score -1735530 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9959 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -1735706.750000 Penalty: 3095.460693
	Iteration 63Q: 3 clusters Score -1735707 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10099 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -1735978.625000 Penalty: 3095.460693
	Iteration 64Q: 3 clusters Score -1735979 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10230 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -1736293.875000 Penalty: 3095.460693
	Iteration 65Q: 3 clusters Score -1736294 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10313 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -1736536.375000 Penalty: 3095.460693
	Iteration 66Q: 3 clusters Score -1736536 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10328 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -1736655.500000 Penalty: 3095.460693
	Iteration 67Q: 3 clusters Score -1736656 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10317 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -1736699.250000 Penalty: 3095.460693
	Iteration 68Q: 3 clusters Score -1736699 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10302 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -1736720.875000 Penalty: 3095.460693
	Iteration 69Q: 3 clusters Score -1736721 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10274 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -1736730.125000 Penalty: 3095.460693
	Iteration 70Q: 3 clusters Score -1736730 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10247 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -1736734.750000 Penalty: 3095.460693
	Iteration 71Q: 3 clusters Score -1736735 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10216 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -1736743.625000 Penalty: 3095.460693
	Iteration 72Q: 3 clusters Score -1736744 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10179 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -1736748.375000 Penalty: 3095.460693
	Iteration 73Q: 3 clusters Score -1736748 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10150 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -1736752.750000 Penalty: 3095.460693
	Iteration 74Q: 3 clusters Score -1736753 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10116 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -1736762.125000 Penalty: 3095.460693
	Iteration 75Q: 3 clusters Score -1736762 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10080 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -1736777.875000 Penalty: 3095.460693
	Iteration 76Q: 3 clusters Score -1736778 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10042 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -1736786.750000 Penalty: 3095.460693
	Iteration 77Q: 3 clusters Score -1736787 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10000 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -1736801.500000 Penalty: 3095.460693
	Iteration 78Q: 3 clusters Score -1736802 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9971 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -1736801.750000 Penalty: 3095.460693
	Iteration 79Q: 3 clusters Score -1736802 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9948 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -1736807.000000 Penalty: 3095.460693
	Iteration 80F: 3 clusters Score -1736807 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9925 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -1736809.000000 Penalty: 3095.460693
	Iteration 81Q: 3 clusters Score -1736809 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9901 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -1736808.500000 Penalty: 3095.460693
	Iteration 82Q: 3 clusters Score -1736808 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9876 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -1736816.625000 Penalty: 3095.460693
	Iteration 83Q: 3 clusters Score -1736817 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9857 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -1736821.250000 Penalty: 3095.460693
	Iteration 84Q: 3 clusters Score -1736821 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9831 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -1736829.250000 Penalty: 3095.460693
	Iteration 85Q: 3 clusters Score -1736829 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9810 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -1736834.750000 Penalty: 3095.460693
	Iteration 86Q: 3 clusters Score -1736835 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9785 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -1736838.625000 Penalty: 3095.460693
	Iteration 87Q: 3 clusters Score -1736839 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9756 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -1736848.750000 Penalty: 3095.460693
	Iteration 88Q: 3 clusters Score -1736849 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9725 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -1736856.125000 Penalty: 3095.460693
	Iteration 89Q: 3 clusters Score -1736856 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9694 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -1736865.375000 Penalty: 3095.460693
	Iteration 90Q: 3 clusters Score -1736865 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9663 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -1736867.750000 Penalty: 3095.460693
	Iteration 91Q: 3 clusters Score -1736868 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9644 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -1736871.250000 Penalty: 3095.460693
	Iteration 92Q: 3 clusters Score -1736871 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9626 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -1736872.500000 Penalty: 3095.460693
	Iteration 93Q: 3 clusters Score -1736872 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9610 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -1736878.250000 Penalty: 3095.460693
	Iteration 94Q: 3 clusters Score -1736878 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9594 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -1736881.125000 Penalty: 3095.460693
	Iteration 95Q: 3 clusters Score -1736881 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9574 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -1736891.250000 Penalty: 3095.460693
	Iteration 96Q: 3 clusters Score -1736891 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9554 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -1736892.625000 Penalty: 3095.460693
	Iteration 97Q: 3 clusters Score -1736893 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9538 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -1736892.750000 Penalty: 3095.460693
	Iteration 98Q: 3 clusters Score -1736893 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9516 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -1736898.750000 Penalty: 3095.460693
	Iteration 99Q: 3 clusters Score -1736899 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9503 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -1736899.125000 Penalty: 3095.460693
	Iteration 100F: 3 clusters Score -1736899 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9494 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -1736899.125000 Penalty: 3095.460693
	Iteration 101Q: 3 clusters Score -1736899 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9489 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -1736899.875000 Penalty: 3095.460693
	Iteration 102Q: 3 clusters Score -1736900 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9487 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -1736898.375000 Penalty: 3095.460693
	Iteration 103Q: 3 clusters Score -1736898 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9484 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -1736898.500000 Penalty: 3095.460693
	Iteration 104Q: 3 clusters Score -1736898 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9483 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -1736900.250000 Penalty: 3095.460693
	Iteration 105Q: 3 clusters Score -1736900 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9481 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -1736897.125000 Penalty: 3095.460693
	Iteration 106Q: 3 clusters Score -1736897 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9480 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -1736896.625000 Penalty: 3095.460693
	Iteration 107Q: 3 clusters Score -1736897 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9479 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -1736898.500000 Penalty: 3095.460693
	Iteration 108Q: 3 clusters Score -1736898 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9478 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -1736897.750000 Penalty: 3095.460693
	Iteration 109Q: 3 clusters Score -1736898 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9476 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -1736899.375000 Penalty: 3095.460693
	Iteration 110Q: 3 clusters Score -1736899 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9474 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -1736897.875000 Penalty: 3095.460693
	Iteration 111Q: 3 clusters Score -1736898 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9473 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -1736899.625000 Penalty: 3095.460693
	Iteration 112Q: 3 clusters Score -1736900 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9472 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -1736899.625000 Penalty: 3095.460693
	Iteration 113Q: 3 clusters Score -1736900 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9471 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -1736897.625000 Penalty: 3095.460693
	Iteration 114Q: 3 clusters Score -1736898 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9470 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -1736898.375000 Penalty: 3095.460693
	Iteration 115Q: 3 clusters Score -1736898 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9469 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -1736899.750000 Penalty: 3095.460693
	Iteration 116Q: 3 clusters Score -1736900 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9468 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -1736899.625000 Penalty: 3095.460693
	Iteration 117Q: 3 clusters Score -1736900 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9468 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -1736899.625000 Penalty: 3095.460693
	Iteration 118F: 3 clusters Score -1736900 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (8162 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8162 members 
Entering Unmasked Estep 
Score: -1029825.437500 Penalty: 1463.677124
	Iteration 0F: 2 clusters Score -1029825 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -1023878.187500 Penalty: 2927.354248
	Iteration 0F: 3 clusters Score -1023878 nChanged 3423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -1025688.000000 Penalty: 2927.354248
	Iteration 1F: 3 clusters Score -1025688 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -1025967.812500 Penalty: 2927.354248
	Iteration 2F: 3 clusters Score -1025968 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -1026223.312500 Penalty: 2927.354248
	Iteration 3F: 3 clusters Score -1026223 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -1026505.062500 Penalty: 2927.354248
	Iteration 4F: 3 clusters Score -1026505 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -1026762.000000 Penalty: 2927.354248
	Iteration 5F: 3 clusters Score -1026762 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -1027007.375000 Penalty: 2927.354248
	Iteration 6F: 3 clusters Score -1027007 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -1027242.812500 Penalty: 2927.354248
	Iteration 7Q: 3 clusters Score -1027243 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -1027459.312500 Penalty: 2927.354248
	Iteration 8Q: 3 clusters Score -1027459 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -1027654.812500 Penalty: 2927.354248
	Iteration 9Q: 3 clusters Score -1027655 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -1027804.812500 Penalty: 2927.354248
	Iteration 10Q: 3 clusters Score -1027805 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -1027907.875000 Penalty: 2927.354248
	Iteration 11Q: 3 clusters Score -1027908 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -1027979.687500 Penalty: 2927.354248
	Iteration 12Q: 3 clusters Score -1027980 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
Score: -1028036.312500 Penalty: 2927.354248
	Iteration 13Q: 3 clusters Score -1028036 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -1028068.687500 Penalty: 2927.354248
	Iteration 14Q: 3 clusters Score -1028069 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -1028091.375000 Penalty: 2927.354248
	Iteration 15Q: 3 clusters Score -1028091 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 5049 members 
Entering Unmasked Estep 
Score: -1028105.750000 Penalty: 2927.354248
	Iteration 16Q: 3 clusters Score -1028106 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
Score: -1028115.937500 Penalty: 2927.354248
	Iteration 17Q: 3 clusters Score -1028116 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -1028125.437500 Penalty: 2927.354248
	Iteration 18Q: 3 clusters Score -1028125 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 5171 members 
Entering Unmasked Estep 
Score: -1028132.875000 Penalty: 2927.354248
	Iteration 19Q: 3 clusters Score -1028133 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 5215 members 
Entering Unmasked Estep 
Score: -1028142.062500 Penalty: 2927.354248
	Iteration 20F: 3 clusters Score -1028142 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -1028157.125000 Penalty: 2927.354248
	Iteration 21Q: 3 clusters Score -1028157 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 5311 members 
Entering Unmasked Estep 
Score: -1028169.937500 Penalty: 2927.354248
	Iteration 22Q: 3 clusters Score -1028170 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 5366 members 
Entering Unmasked Estep 
Score: -1028180.875000 Penalty: 2927.354248
	Iteration 23Q: 3 clusters Score -1028181 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 5416 members 
Entering Unmasked Estep 
Score: -1028194.312500 Penalty: 2927.354248
	Iteration 24Q: 3 clusters Score -1028194 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 5461 members 
Entering Unmasked Estep 
Score: -1028206.125000 Penalty: 2927.354248
	Iteration 25Q: 3 clusters Score -1028206 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 5497 members 
Entering Unmasked Estep 
Score: -1028215.625000 Penalty: 2927.354248
	Iteration 26Q: 3 clusters Score -1028216 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 5542 members 
Entering Unmasked Estep 
Score: -1028223.562500 Penalty: 2927.354248
	Iteration 27Q: 3 clusters Score -1028224 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 5578 members 
Entering Unmasked Estep 
Score: -1028232.062500 Penalty: 2927.354248
	Iteration 28Q: 3 clusters Score -1028232 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 5624 members 
Entering Unmasked Estep 
Score: -1028242.812500 Penalty: 2927.354248
	Iteration 29Q: 3 clusters Score -1028243 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 5663 members 
Entering Unmasked Estep 
Score: -1028255.437500 Penalty: 2927.354248
	Iteration 30Q: 3 clusters Score -1028255 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 5710 members 
Entering Unmasked Estep 
Score: -1028267.937500 Penalty: 2927.354248
	Iteration 31Q: 3 clusters Score -1028268 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 5755 members 
Entering Unmasked Estep 
Score: -1028279.000000 Penalty: 2927.354248
	Iteration 32Q: 3 clusters Score -1028279 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 5800 members 
Entering Unmasked Estep 
Score: -1028288.187500 Penalty: 2927.354248
	Iteration 33Q: 3 clusters Score -1028288 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 5848 members 
Entering Unmasked Estep 
Score: -1028302.000000 Penalty: 2927.354248
	Iteration 34Q: 3 clusters Score -1028302 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 5899 members 
Entering Unmasked Estep 
Score: -1028313.000000 Penalty: 2927.354248
	Iteration 35Q: 3 clusters Score -1028313 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 5949 members 
Entering Unmasked Estep 
Score: -1028329.562500 Penalty: 2927.354248
	Iteration 36Q: 3 clusters Score -1028330 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 5999 members 
Entering Unmasked Estep 
Score: -1028344.937500 Penalty: 2927.354248
	Iteration 37Q: 3 clusters Score -1028345 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 6049 members 
Entering Unmasked Estep 
Score: -1028360.187500 Penalty: 2927.354248
	Iteration 38Q: 3 clusters Score -1028360 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 6095 members 
Entering Unmasked Estep 
Score: -1028373.062500 Penalty: 2927.354248
	Iteration 39Q: 3 clusters Score -1028373 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 6140 members 
Entering Unmasked Estep 
Score: -1028388.375000 Penalty: 2927.354248
	Iteration 40F: 3 clusters Score -1028388 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 6180 members 
Entering Unmasked Estep 
Score: -1028399.687500 Penalty: 2927.354248
	Iteration 41Q: 3 clusters Score -1028400 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 6224 members 
Entering Unmasked Estep 
Score: -1028417.875000 Penalty: 2927.354248
	Iteration 42Q: 3 clusters Score -1028418 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 6276 members 
Entering Unmasked Estep 
Score: -1028431.562500 Penalty: 2927.354248
	Iteration 43Q: 3 clusters Score -1028432 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 6322 members 
Entering Unmasked Estep 
Score: -1028442.937500 Penalty: 2927.354248
	Iteration 44Q: 3 clusters Score -1028443 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 6361 members 
Entering Unmasked Estep 
Score: -1028453.750000 Penalty: 2927.354248
	Iteration 45Q: 3 clusters Score -1028454 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 6418 members 
Entering Unmasked Estep 
Score: -1028476.000000 Penalty: 2927.354248
	Iteration 46Q: 3 clusters Score -1028476 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 6476 members 
Entering Unmasked Estep 
Score: -1028492.687500 Penalty: 2927.354248
	Iteration 47Q: 3 clusters Score -1028493 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 6520 members 
Entering Unmasked Estep 
Score: -1028503.937500 Penalty: 2927.354248
	Iteration 48Q: 3 clusters Score -1028504 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 6560 members 
Entering Unmasked Estep 
Score: -1028514.500000 Penalty: 2927.354248
	Iteration 49Q: 3 clusters Score -1028514 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 6591 members 
Entering Unmasked Estep 
Score: -1028523.625000 Penalty: 2927.354248
	Iteration 50Q: 3 clusters Score -1028524 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 6623 members 
Entering Unmasked Estep 
Score: -1028534.062500 Penalty: 2927.354248
	Iteration 51Q: 3 clusters Score -1028534 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 6653 members 
Entering Unmasked Estep 
Score: -1028540.437500 Penalty: 2927.354248
	Iteration 52Q: 3 clusters Score -1028540 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 6679 members 
Entering Unmasked Estep 
Score: -1028549.500000 Penalty: 2927.354248
	Iteration 53Q: 3 clusters Score -1028550 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 6712 members 
Entering Unmasked Estep 
Score: -1028560.437500 Penalty: 2927.354248
	Iteration 54Q: 3 clusters Score -1028560 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 6737 members 
Entering Unmasked Estep 
Score: -1028567.125000 Penalty: 2927.354248
	Iteration 55Q: 3 clusters Score -1028567 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 6761 members 
Entering Unmasked Estep 
Score: -1028576.375000 Penalty: 2927.354248
	Iteration 56Q: 3 clusters Score -1028576 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 6784 members 
Entering Unmasked Estep 
Score: -1028584.187500 Penalty: 2927.354248
	Iteration 57Q: 3 clusters Score -1028584 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 6806 members 
Entering Unmasked Estep 
Score: -1028594.125000 Penalty: 2927.354248
	Iteration 58Q: 3 clusters Score -1028594 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 6830 members 
Entering Unmasked Estep 
Score: -1028602.437500 Penalty: 2927.354248
	Iteration 59Q: 3 clusters Score -1028602 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 6856 members 
Entering Unmasked Estep 
Score: -1028607.312500 Penalty: 2927.354248
	Iteration 60F: 3 clusters Score -1028607 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 6879 members 
Entering Unmasked Estep 
Score: -1028615.375000 Penalty: 2927.354248
	Iteration 61Q: 3 clusters Score -1028615 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 6904 members 
Entering Unmasked Estep 
Score: -1028624.062500 Penalty: 2927.354248
	Iteration 62Q: 3 clusters Score -1028624 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 6936 members 
Entering Unmasked Estep 
Score: -1028633.625000 Penalty: 2927.354248
	Iteration 63Q: 3 clusters Score -1028634 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 6963 members 
Entering Unmasked Estep 
Score: -1028645.437500 Penalty: 2927.354248
	Iteration 64Q: 3 clusters Score -1028645 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 6986 members 
Entering Unmasked Estep 
Score: -1028651.625000 Penalty: 2927.354248
	Iteration 65Q: 3 clusters Score -1028652 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 7007 members 
Entering Unmasked Estep 
Score: -1028660.812500 Penalty: 2927.354248
	Iteration 66Q: 3 clusters Score -1028661 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 7021 members 
Entering Unmasked Estep 
Score: -1028663.375000 Penalty: 2927.354248
	Iteration 67Q: 3 clusters Score -1028663 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 7031 members 
Entering Unmasked Estep 
Score: -1028668.562500 Penalty: 2927.354248
	Iteration 68Q: 3 clusters Score -1028669 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 7040 members 
Entering Unmasked Estep 
Score: -1028670.625000 Penalty: 2927.354248
	Iteration 69Q: 3 clusters Score -1028671 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 7055 members 
Entering Unmasked Estep 
Score: -1028673.750000 Penalty: 2927.354248
	Iteration 70Q: 3 clusters Score -1028674 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 7067 members 
Entering Unmasked Estep 
Score: -1028674.625000 Penalty: 2927.354248
	Iteration 71Q: 3 clusters Score -1028675 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 7076 members 
Entering Unmasked Estep 
Score: -1028679.062500 Penalty: 2927.354248
	Iteration 72Q: 3 clusters Score -1028679 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 7083 members 
Entering Unmasked Estep 
Score: -1028681.250000 Penalty: 2927.354248
	Iteration 73Q: 3 clusters Score -1028681 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 7087 members 
Entering Unmasked Estep 
Score: -1028680.000000 Penalty: 2927.354248
	Iteration 74Q: 3 clusters Score -1028680 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 7090 members 
Entering Unmasked Estep 
Score: -1028680.375000 Penalty: 2927.354248
	Iteration 75Q: 3 clusters Score -1028680 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 7094 members 
Entering Unmasked Estep 
Score: -1028682.562500 Penalty: 2927.354248
	Iteration 76Q: 3 clusters Score -1028683 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 7099 members 
Entering Unmasked Estep 
Score: -1028684.375000 Penalty: 2927.354248
	Iteration 77Q: 3 clusters Score -1028684 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 7103 members 
Entering Unmasked Estep 
Score: -1028685.562500 Penalty: 2927.354248
	Iteration 78Q: 3 clusters Score -1028686 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 7106 members 
Entering Unmasked Estep 
Score: -1028687.187500 Penalty: 2927.354248
	Iteration 79Q: 3 clusters Score -1028687 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 7109 members 
Entering Unmasked Estep 
Score: -1028689.125000 Penalty: 2927.354248
	Iteration 80F: 3 clusters Score -1028689 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 7113 members 
Entering Unmasked Estep 
Score: -1028687.812500 Penalty: 2927.354248
	Iteration 81Q: 3 clusters Score -1028688 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 7118 members 
Entering Unmasked Estep 
Score: -1028692.875000 Penalty: 2927.354248
	Iteration 82Q: 3 clusters Score -1028693 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 7122 members 
Entering Unmasked Estep 
Score: -1028694.437500 Penalty: 2927.354248
	Iteration 83Q: 3 clusters Score -1028694 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 7127 members 
Entering Unmasked Estep 
Score: -1028693.062500 Penalty: 2927.354248
	Iteration 84Q: 3 clusters Score -1028693 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 7129 members 
Entering Unmasked Estep 
Score: -1028694.875000 Penalty: 2927.354248
	Iteration 85Q: 3 clusters Score -1028695 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 7132 members 
Entering Unmasked Estep 
Score: -1028697.187500 Penalty: 2927.354248
	Iteration 86Q: 3 clusters Score -1028697 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 7136 members 
Entering Unmasked Estep 
Score: -1028696.125000 Penalty: 2927.354248
	Iteration 87Q: 3 clusters Score -1028696 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 7140 members 
Entering Unmasked Estep 
Score: -1028697.187500 Penalty: 2927.354248
	Iteration 88Q: 3 clusters Score -1028697 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 7145 members 
Entering Unmasked Estep 
Score: -1028698.375000 Penalty: 2927.354248
	Iteration 89Q: 3 clusters Score -1028698 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 7149 members 
Entering Unmasked Estep 
Score: -1028698.687500 Penalty: 2927.354248
	Iteration 90Q: 3 clusters Score -1028699 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 7151 members 
Entering Unmasked Estep 
Score: -1028700.187500 Penalty: 2927.354248
	Iteration 91Q: 3 clusters Score -1028700 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 7153 members 
Entering Unmasked Estep 
Score: -1028700.750000 Penalty: 2927.354248
	Iteration 92Q: 3 clusters Score -1028701 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 7153 members 
Entering Unmasked Estep 
Score: -1028700.750000 Penalty: 2927.354248
	Iteration 93F: 3 clusters Score -1028701 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (13800 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13800 members 
Entering Unmasked Estep 
Score: -1742893.000000 Penalty: 1549.018921
	Iteration 0F: 2 clusters Score -1742893 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6832 members 
Mstep: Class 2 contains 6968 members 
Entering Unmasked Estep 
Score: -1733306.125000 Penalty: 3098.037842
	Iteration 0F: 3 clusters Score -1733306 nChanged 6053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6617 members 
Mstep: Class 2 contains 7183 members 
Entering Unmasked Estep 
Score: -1736803.875000 Penalty: 3098.037842
	Iteration 1F: 3 clusters Score -1736804 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6575 members 
Mstep: Class 2 contains 7225 members 
Entering Unmasked Estep 
Score: -1737353.750000 Penalty: 3098.037842
	Iteration 2F: 3 clusters Score -1737354 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6567 members 
Mstep: Class 2 contains 7233 members 
Entering Unmasked Estep 
Score: -1737929.375000 Penalty: 3098.037842
	Iteration 3F: 3 clusters Score -1737929 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6661 members 
Mstep: Class 2 contains 7139 members 
Entering Unmasked Estep 
Score: -1738587.375000 Penalty: 3098.037842
	Iteration 4F: 3 clusters Score -1738587 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6854 members 
Mstep: Class 2 contains 6946 members 
Entering Unmasked Estep 
Score: -1739305.625000 Penalty: 3098.037842
	Iteration 5F: 3 clusters Score -1739306 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7118 members 
Mstep: Class 2 contains 6682 members 
Entering Unmasked Estep 
Score: -1740067.875000 Penalty: 3098.037842
	Iteration 6F: 3 clusters Score -1740068 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7378 members 
Mstep: Class 2 contains 6422 members 
Entering Unmasked Estep 
Score: -1740711.375000 Penalty: 3098.037842
	Iteration 7F: 3 clusters Score -1740711 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7622 members 
Mstep: Class 2 contains 6178 members 
Entering Unmasked Estep 
Score: -1741152.250000 Penalty: 3098.037842
	Iteration 8Q: 3 clusters Score -1741152 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7780 members 
Mstep: Class 2 contains 6020 members 
Entering Unmasked Estep 
Score: -1741368.250000 Penalty: 3098.037842
	Iteration 9Q: 3 clusters Score -1741368 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7894 members 
Mstep: Class 2 contains 5906 members 
Entering Unmasked Estep 
Score: -1741483.250000 Penalty: 3098.037842
	Iteration 10Q: 3 clusters Score -1741483 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8019 members 
Mstep: Class 2 contains 5781 members 
Entering Unmasked Estep 
Score: -1741570.500000 Penalty: 3098.037842
	Iteration 11Q: 3 clusters Score -1741570 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8141 members 
Mstep: Class 2 contains 5659 members 
Entering Unmasked Estep 
Score: -1741634.375000 Penalty: 3098.037842
	Iteration 12Q: 3 clusters Score -1741634 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8251 members 
Mstep: Class 2 contains 5549 members 
Entering Unmasked Estep 
Score: -1741679.875000 Penalty: 3098.037842
	Iteration 13Q: 3 clusters Score -1741680 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8386 members 
Mstep: Class 2 contains 5414 members 
Entering Unmasked Estep 
Score: -1741725.875000 Penalty: 3098.037842
	Iteration 14Q: 3 clusters Score -1741726 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8478 members 
Mstep: Class 2 contains 5322 members 
Entering Unmasked Estep 
Score: -1741757.625000 Penalty: 3098.037842
	Iteration 15Q: 3 clusters Score -1741758 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8553 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -1741776.375000 Penalty: 3098.037842
	Iteration 16Q: 3 clusters Score -1741776 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8633 members 
Mstep: Class 2 contains 5167 members 
Entering Unmasked Estep 
Score: -1741797.500000 Penalty: 3098.037842
	Iteration 17Q: 3 clusters Score -1741798 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8706 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -1741817.750000 Penalty: 3098.037842
	Iteration 18Q: 3 clusters Score -1741818 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8788 members 
Mstep: Class 2 contains 5012 members 
Entering Unmasked Estep 
Score: -1741833.625000 Penalty: 3098.037842
	Iteration 19Q: 3 clusters Score -1741834 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8858 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
Score: -1741845.375000 Penalty: 3098.037842
	Iteration 20F: 3 clusters Score -1741845 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8933 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -1741864.125000 Penalty: 3098.037842
	Iteration 21Q: 3 clusters Score -1741864 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9000 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -1741876.250000 Penalty: 3098.037842
	Iteration 22Q: 3 clusters Score -1741876 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9069 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -1741887.375000 Penalty: 3098.037842
	Iteration 23Q: 3 clusters Score -1741887 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9124 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -1741899.500000 Penalty: 3098.037842
	Iteration 24Q: 3 clusters Score -1741900 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9181 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -1741902.625000 Penalty: 3098.037842
	Iteration 25Q: 3 clusters Score -1741903 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9232 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -1741910.000000 Penalty: 3098.037842
	Iteration 26Q: 3 clusters Score -1741910 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9284 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -1741915.500000 Penalty: 3098.037842
	Iteration 27Q: 3 clusters Score -1741916 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9324 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -1741917.625000 Penalty: 3098.037842
	Iteration 28Q: 3 clusters Score -1741918 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9366 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -1741927.375000 Penalty: 3098.037842
	Iteration 29Q: 3 clusters Score -1741927 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9407 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -1741931.875000 Penalty: 3098.037842
	Iteration 30Q: 3 clusters Score -1741932 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9453 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -1741944.250000 Penalty: 3098.037842
	Iteration 31Q: 3 clusters Score -1741944 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9495 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -1741950.875000 Penalty: 3098.037842
	Iteration 32Q: 3 clusters Score -1741951 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9533 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -1741961.750000 Penalty: 3098.037842
	Iteration 33Q: 3 clusters Score -1741962 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9572 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -1741966.375000 Penalty: 3098.037842
	Iteration 34Q: 3 clusters Score -1741966 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9610 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -1741966.500000 Penalty: 3098.037842
	Iteration 35Q: 3 clusters Score -1741966 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9651 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -1741975.750000 Penalty: 3098.037842
	Iteration 36Q: 3 clusters Score -1741976 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9694 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -1741984.500000 Penalty: 3098.037842
	Iteration 37Q: 3 clusters Score -1741984 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9744 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -1741994.250000 Penalty: 3098.037842
	Iteration 38Q: 3 clusters Score -1741994 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9806 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -1742004.875000 Penalty: 3098.037842
	Iteration 39Q: 3 clusters Score -1742005 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9868 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -1742019.750000 Penalty: 3098.037842
	Iteration 40F: 3 clusters Score -1742020 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9936 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -1742038.500000 Penalty: 3098.037842
	Iteration 41Q: 3 clusters Score -1742038 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10011 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -1742057.375000 Penalty: 3098.037842
	Iteration 42Q: 3 clusters Score -1742057 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10076 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -1742070.625000 Penalty: 3098.037842
	Iteration 43Q: 3 clusters Score -1742071 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10145 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -1742085.375000 Penalty: 3098.037842
	Iteration 44Q: 3 clusters Score -1742085 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10215 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -1742100.250000 Penalty: 3098.037842
	Iteration 45Q: 3 clusters Score -1742100 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10267 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -1742112.375000 Penalty: 3098.037842
	Iteration 46Q: 3 clusters Score -1742112 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10317 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -1742122.875000 Penalty: 3098.037842
	Iteration 47Q: 3 clusters Score -1742123 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10357 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -1742128.625000 Penalty: 3098.037842
	Iteration 48Q: 3 clusters Score -1742129 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10386 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -1742129.500000 Penalty: 3098.037842
	Iteration 49Q: 3 clusters Score -1742130 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10417 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -1742132.875000 Penalty: 3098.037842
	Iteration 50Q: 3 clusters Score -1742133 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10451 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -1742140.250000 Penalty: 3098.037842
	Iteration 51Q: 3 clusters Score -1742140 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10476 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -1742146.250000 Penalty: 3098.037842
	Iteration 52Q: 3 clusters Score -1742146 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10500 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -1742151.000000 Penalty: 3098.037842
	Iteration 53Q: 3 clusters Score -1742151 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10535 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -1742155.250000 Penalty: 3098.037842
	Iteration 54Q: 3 clusters Score -1742155 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10574 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -1742162.500000 Penalty: 3098.037842
	Iteration 55Q: 3 clusters Score -1742162 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10633 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -1742176.750000 Penalty: 3098.037842
	Iteration 56Q: 3 clusters Score -1742177 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10695 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -1742202.125000 Penalty: 3098.037842
	Iteration 57Q: 3 clusters Score -1742202 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10761 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -1742217.875000 Penalty: 3098.037842
	Iteration 58Q: 3 clusters Score -1742218 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10829 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -1742242.875000 Penalty: 3098.037842
	Iteration 59Q: 3 clusters Score -1742243 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10909 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -1742285.500000 Penalty: 3098.037842
	Iteration 60F: 3 clusters Score -1742286 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10994 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -1742323.500000 Penalty: 3098.037842
	Iteration 61Q: 3 clusters Score -1742324 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11089 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -1742370.000000 Penalty: 3098.037842
	Iteration 62Q: 3 clusters Score -1742370 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11191 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -1742416.500000 Penalty: 3098.037842
	Iteration 63Q: 3 clusters Score -1742416 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11277 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -1742463.625000 Penalty: 3098.037842
	Iteration 64Q: 3 clusters Score -1742464 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11369 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -1742498.750000 Penalty: 3098.037842
	Iteration 65Q: 3 clusters Score -1742499 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11445 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -1742543.000000 Penalty: 3098.037842
	Iteration 66Q: 3 clusters Score -1742543 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11507 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -1742564.375000 Penalty: 3098.037842
	Iteration 67Q: 3 clusters Score -1742564 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11549 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -1742574.875000 Penalty: 3098.037842
	Iteration 68Q: 3 clusters Score -1742575 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11585 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -1742588.375000 Penalty: 3098.037842
	Iteration 69Q: 3 clusters Score -1742588 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11620 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -1742592.375000 Penalty: 3098.037842
	Iteration 70Q: 3 clusters Score -1742592 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11645 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -1742602.625000 Penalty: 3098.037842
	Iteration 71Q: 3 clusters Score -1742603 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11666 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -1742606.375000 Penalty: 3098.037842
	Iteration 72Q: 3 clusters Score -1742606 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11689 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -1742611.625000 Penalty: 3098.037842
	Iteration 73Q: 3 clusters Score -1742612 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11708 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -1742615.500000 Penalty: 3098.037842
	Iteration 74Q: 3 clusters Score -1742616 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11723 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -1742621.000000 Penalty: 3098.037842
	Iteration 75Q: 3 clusters Score -1742621 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11738 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -1742619.750000 Penalty: 3098.037842
	Iteration 76Q: 3 clusters Score -1742620 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11748 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -1742622.750000 Penalty: 3098.037842
	Iteration 77Q: 3 clusters Score -1742623 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11754 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -1742621.625000 Penalty: 3098.037842
	Iteration 78Q: 3 clusters Score -1742622 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11758 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -1742622.375000 Penalty: 3098.037842
	Iteration 79Q: 3 clusters Score -1742622 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11761 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -1742625.250000 Penalty: 3098.037842
	Iteration 80F: 3 clusters Score -1742625 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11763 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -1742623.125000 Penalty: 3098.037842
	Iteration 81Q: 3 clusters Score -1742623 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11764 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -1742623.125000 Penalty: 3098.037842
	Iteration 82Q: 3 clusters Score -1742623 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11765 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -1742623.375000 Penalty: 3098.037842
	Iteration 83Q: 3 clusters Score -1742623 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11766 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -1742623.000000 Penalty: 3098.037842
	Iteration 84Q: 3 clusters Score -1742623 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11766 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -1742623.000000 Penalty: 3098.037842
	Iteration 85F: 3 clusters Score -1742623 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (2404 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Entering Unmasked Estep 
Score: -290913.593750 Penalty: 1265.044556
	Iteration 0F: 2 clusters Score -290913.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -288564.156250 Penalty: 2530.089111
	Iteration 0F: 3 clusters Score -288564.2 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -289161.781250 Penalty: 2530.089111
	Iteration 1F: 3 clusters Score -289161.8 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -289356.343750 Penalty: 2530.089111
	Iteration 2F: 3 clusters Score -289356.3 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -289512.593750 Penalty: 2530.089111
	Iteration 3F: 3 clusters Score -289512.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -289624.656250 Penalty: 2530.089111
	Iteration 4F: 3 clusters Score -289624.7 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -289708.468750 Penalty: 2530.089111
	Iteration 5Q: 3 clusters Score -289708.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -289762.906250 Penalty: 2530.089111
	Iteration 6Q: 3 clusters Score -289762.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -289821.750000 Penalty: 2530.089111
	Iteration 7Q: 3 clusters Score -289821.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -289875.468750 Penalty: 2530.089111
	Iteration 8Q: 3 clusters Score -289875.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -289924.062500 Penalty: 2530.089111
	Iteration 9Q: 3 clusters Score -289924.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -289961.750000 Penalty: 2530.089111
	Iteration 10Q: 3 clusters Score -289961.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -289988.562500 Penalty: 2530.089111
	Iteration 11Q: 3 clusters Score -289988.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -290030.000000 Penalty: 2530.089111
	Iteration 12Q: 3 clusters Score -290030 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -290071.531250 Penalty: 2530.089111
	Iteration 13Q: 3 clusters Score -290071.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -290110.468750 Penalty: 2530.089111
	Iteration 14Q: 3 clusters Score -290110.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -290139.218750 Penalty: 2530.089111
	Iteration 15Q: 3 clusters Score -290139.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -290163.437500 Penalty: 2530.089111
	Iteration 16Q: 3 clusters Score -290163.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -290191.875000 Penalty: 2530.089111
	Iteration 17Q: 3 clusters Score -290191.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -290212.312500 Penalty: 2530.089111
	Iteration 18Q: 3 clusters Score -290212.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -290223.375000 Penalty: 2530.089111
	Iteration 19Q: 3 clusters Score -290223.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -290228.531250 Penalty: 2530.089111
	Iteration 20F: 3 clusters Score -290228.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -290233.906250 Penalty: 2530.089111
	Iteration 21Q: 3 clusters Score -290233.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -290237.625000 Penalty: 2530.089111
	Iteration 22Q: 3 clusters Score -290237.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -290240.437500 Penalty: 2530.089111
	Iteration 23Q: 3 clusters Score -290240.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -290245.187500 Penalty: 2530.089111
	Iteration 24Q: 3 clusters Score -290245.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -290249.375000 Penalty: 2530.089111
	Iteration 25Q: 3 clusters Score -290249.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -290251.093750 Penalty: 2530.089111
	Iteration 26Q: 3 clusters Score -290251.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -290253.562500 Penalty: 2530.089111
	Iteration 27Q: 3 clusters Score -290253.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -290259.312500 Penalty: 2530.089111
	Iteration 28Q: 3 clusters Score -290259.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -290264.906250 Penalty: 2530.089111
	Iteration 29Q: 3 clusters Score -290264.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -290267.531250 Penalty: 2530.089111
	Iteration 30Q: 3 clusters Score -290267.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -290269.343750 Penalty: 2530.089111
	Iteration 31Q: 3 clusters Score -290269.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -290271.218750 Penalty: 2530.089111
	Iteration 32Q: 3 clusters Score -290271.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -290273.281250 Penalty: 2530.089111
	Iteration 33Q: 3 clusters Score -290273.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -290275.031250 Penalty: 2530.089111
	Iteration 34Q: 3 clusters Score -290275 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -290275.312500 Penalty: 2530.089111
	Iteration 35Q: 3 clusters Score -290275.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -290277.531250 Penalty: 2530.089111
	Iteration 36Q: 3 clusters Score -290277.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -290279.281250 Penalty: 2530.089111
	Iteration 37Q: 3 clusters Score -290279.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -290284.062500 Penalty: 2530.089111
	Iteration 38Q: 3 clusters Score -290284.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -290288.843750 Penalty: 2530.089111
	Iteration 39Q: 3 clusters Score -290288.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -290291.625000 Penalty: 2530.089111
	Iteration 40F: 3 clusters Score -290291.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -290293.062500 Penalty: 2530.089111
	Iteration 41Q: 3 clusters Score -290293.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -290293.843750 Penalty: 2530.089111
	Iteration 42Q: 3 clusters Score -290293.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -290294.500000 Penalty: 2530.089111
	Iteration 43Q: 3 clusters Score -290294.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -290295.000000 Penalty: 2530.089111
	Iteration 44Q: 3 clusters Score -290295 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -290295.000000 Penalty: 2530.089111
	Iteration 45F: 3 clusters Score -290295 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (11705 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11705 members 
Entering Unmasked Estep 
Score: -1494499.125000 Penalty: 1522.262817
	Iteration 0F: 2 clusters Score -1494499 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5862 members 
Mstep: Class 2 contains 5843 members 
Entering Unmasked Estep 
Score: -1486271.625000 Penalty: 3044.525635
	Iteration 0F: 3 clusters Score -1486272 nChanged 5040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5828 members 
Mstep: Class 2 contains 5877 members 
Entering Unmasked Estep 
Score: -1488972.375000 Penalty: 3044.525635
	Iteration 1F: 3 clusters Score -1488972 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5790 members 
Mstep: Class 2 contains 5915 members 
Entering Unmasked Estep 
Score: -1489244.250000 Penalty: 3044.525635
	Iteration 2F: 3 clusters Score -1489244 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5735 members 
Mstep: Class 2 contains 5970 members 
Entering Unmasked Estep 
Score: -1489459.375000 Penalty: 3044.525635
	Iteration 3Q: 3 clusters Score -1489459 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 6015 members 
Entering Unmasked Estep 
Score: -1489632.375000 Penalty: 3044.525635
	Iteration 4Q: 3 clusters Score -1489632 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5642 members 
Mstep: Class 2 contains 6063 members 
Entering Unmasked Estep 
Score: -1489793.125000 Penalty: 3044.525635
	Iteration 5Q: 3 clusters Score -1489793 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5585 members 
Mstep: Class 2 contains 6120 members 
Entering Unmasked Estep 
Score: -1489931.375000 Penalty: 3044.525635
	Iteration 6Q: 3 clusters Score -1489931 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5529 members 
Mstep: Class 2 contains 6176 members 
Entering Unmasked Estep 
Score: -1490068.375000 Penalty: 3044.525635
	Iteration 7Q: 3 clusters Score -1490068 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5444 members 
Mstep: Class 2 contains 6261 members 
Entering Unmasked Estep 
Score: -1490223.000000 Penalty: 3044.525635
	Iteration 8Q: 3 clusters Score -1490223 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 6401 members 
Entering Unmasked Estep 
Score: -1490402.750000 Penalty: 3044.525635
	Iteration 9Q: 3 clusters Score -1490403 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5126 members 
Mstep: Class 2 contains 6579 members 
Entering Unmasked Estep 
Score: -1490627.125000 Penalty: 3044.525635
	Iteration 10Q: 3 clusters Score -1490627 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4931 members 
Mstep: Class 2 contains 6774 members 
Entering Unmasked Estep 
Score: -1490899.500000 Penalty: 3044.525635
	Iteration 11Q: 3 clusters Score -1490900 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 6993 members 
Entering Unmasked Estep 
Score: -1491197.875000 Penalty: 3044.525635
	Iteration 12Q: 3 clusters Score -1491198 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 7198 members 
Entering Unmasked Estep 
Score: -1491488.750000 Penalty: 3044.525635
	Iteration 13Q: 3 clusters Score -1491489 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 7387 members 
Entering Unmasked Estep 
Score: -1491688.750000 Penalty: 3044.525635
	Iteration 14Q: 3 clusters Score -1491689 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 7519 members 
Entering Unmasked Estep 
Score: -1491815.375000 Penalty: 3044.525635
	Iteration 15Q: 3 clusters Score -1491815 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 7657 members 
Entering Unmasked Estep 
Score: -1491904.375000 Penalty: 3044.525635
	Iteration 16Q: 3 clusters Score -1491904 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 7780 members 
Entering Unmasked Estep 
Score: -1491970.625000 Penalty: 3044.525635
	Iteration 17Q: 3 clusters Score -1491971 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 7906 members 
Entering Unmasked Estep 
Score: -1492041.750000 Penalty: 3044.525635
	Iteration 18Q: 3 clusters Score -1492042 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 8007 members 
Entering Unmasked Estep 
Score: -1492103.625000 Penalty: 3044.525635
	Iteration 19Q: 3 clusters Score -1492104 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 8100 members 
Entering Unmasked Estep 
Score: -1492158.875000 Penalty: 3044.525635
	Iteration 20F: 3 clusters Score -1492159 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 8188 members 
Entering Unmasked Estep 
Score: -1492186.625000 Penalty: 3044.525635
	Iteration 21Q: 3 clusters Score -1492187 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 8267 members 
Entering Unmasked Estep 
Score: -1492212.500000 Penalty: 3044.525635
	Iteration 22Q: 3 clusters Score -1492212 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 8330 members 
Entering Unmasked Estep 
Score: -1492234.625000 Penalty: 3044.525635
	Iteration 23Q: 3 clusters Score -1492235 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 8399 members 
Entering Unmasked Estep 
Score: -1492255.000000 Penalty: 3044.525635
	Iteration 24Q: 3 clusters Score -1492255 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 8469 members 
Entering Unmasked Estep 
Score: -1492273.375000 Penalty: 3044.525635
	Iteration 25Q: 3 clusters Score -1492273 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 8531 members 
Entering Unmasked Estep 
Score: -1492289.125000 Penalty: 3044.525635
	Iteration 26Q: 3 clusters Score -1492289 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 8580 members 
Entering Unmasked Estep 
Score: -1492296.500000 Penalty: 3044.525635
	Iteration 27Q: 3 clusters Score -1492296 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 8636 members 
Entering Unmasked Estep 
Score: -1492320.375000 Penalty: 3044.525635
	Iteration 28Q: 3 clusters Score -1492320 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 8697 members 
Entering Unmasked Estep 
Score: -1492339.750000 Penalty: 3044.525635
	Iteration 29Q: 3 clusters Score -1492340 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 8769 members 
Entering Unmasked Estep 
Score: -1492362.000000 Penalty: 3044.525635
	Iteration 30Q: 3 clusters Score -1492362 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 8816 members 
Entering Unmasked Estep 
Score: -1492375.375000 Penalty: 3044.525635
	Iteration 31Q: 3 clusters Score -1492375 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 8868 members 
Entering Unmasked Estep 
Score: -1492388.250000 Penalty: 3044.525635
	Iteration 32Q: 3 clusters Score -1492388 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 8917 members 
Entering Unmasked Estep 
Score: -1492404.250000 Penalty: 3044.525635
	Iteration 33Q: 3 clusters Score -1492404 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 8974 members 
Entering Unmasked Estep 
Score: -1492421.000000 Penalty: 3044.525635
	Iteration 34Q: 3 clusters Score -1492421 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 9028 members 
Entering Unmasked Estep 
Score: -1492433.500000 Penalty: 3044.525635
	Iteration 35Q: 3 clusters Score -1492434 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 9073 members 
Entering Unmasked Estep 
Score: -1492447.750000 Penalty: 3044.525635
	Iteration 36Q: 3 clusters Score -1492448 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 9121 members 
Entering Unmasked Estep 
Score: -1492458.875000 Penalty: 3044.525635
	Iteration 37Q: 3 clusters Score -1492459 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 9164 members 
Entering Unmasked Estep 
Score: -1492471.625000 Penalty: 3044.525635
	Iteration 38Q: 3 clusters Score -1492472 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 9212 members 
Entering Unmasked Estep 
Score: -1492478.250000 Penalty: 3044.525635
	Iteration 39Q: 3 clusters Score -1492478 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 9254 members 
Entering Unmasked Estep 
Score: -1492492.375000 Penalty: 3044.525635
	Iteration 40F: 3 clusters Score -1492492 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 9298 members 
Entering Unmasked Estep 
Score: -1492497.625000 Penalty: 3044.525635
	Iteration 41Q: 3 clusters Score -1492498 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 9343 members 
Entering Unmasked Estep 
Score: -1492508.875000 Penalty: 3044.525635
	Iteration 42Q: 3 clusters Score -1492509 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 9386 members 
Entering Unmasked Estep 
Score: -1492518.875000 Penalty: 3044.525635
	Iteration 43Q: 3 clusters Score -1492519 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 9434 members 
Entering Unmasked Estep 
Score: -1492534.125000 Penalty: 3044.525635
	Iteration 44Q: 3 clusters Score -1492534 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 9480 members 
Entering Unmasked Estep 
Score: -1492544.625000 Penalty: 3044.525635
	Iteration 45Q: 3 clusters Score -1492545 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 9524 members 
Entering Unmasked Estep 
Score: -1492560.875000 Penalty: 3044.525635
	Iteration 46Q: 3 clusters Score -1492561 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 9566 members 
Entering Unmasked Estep 
Score: -1492573.375000 Penalty: 3044.525635
	Iteration 47Q: 3 clusters Score -1492573 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 9608 members 
Entering Unmasked Estep 
Score: -1492583.750000 Penalty: 3044.525635
	Iteration 48Q: 3 clusters Score -1492584 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 9654 members 
Entering Unmasked Estep 
Score: -1492610.750000 Penalty: 3044.525635
	Iteration 49Q: 3 clusters Score -1492611 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 9699 members 
Entering Unmasked Estep 
Score: -1492622.250000 Penalty: 3044.525635
	Iteration 50Q: 3 clusters Score -1492622 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 9751 members 
Entering Unmasked Estep 
Score: -1492634.125000 Penalty: 3044.525635
	Iteration 51Q: 3 clusters Score -1492634 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 9803 members 
Entering Unmasked Estep 
Score: -1492657.875000 Penalty: 3044.525635
	Iteration 52Q: 3 clusters Score -1492658 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 9856 members 
Entering Unmasked Estep 
Score: -1492674.250000 Penalty: 3044.525635
	Iteration 53Q: 3 clusters Score -1492674 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 9906 members 
Entering Unmasked Estep 
Score: -1492694.375000 Penalty: 3044.525635
	Iteration 54Q: 3 clusters Score -1492694 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 9969 members 
Entering Unmasked Estep 
Score: -1492715.125000 Penalty: 3044.525635
	Iteration 55Q: 3 clusters Score -1492715 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 10033 members 
Entering Unmasked Estep 
Score: -1492739.375000 Penalty: 3044.525635
	Iteration 56Q: 3 clusters Score -1492739 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 10091 members 
Entering Unmasked Estep 
Score: -1492760.375000 Penalty: 3044.525635
	Iteration 57Q: 3 clusters Score -1492760 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 10142 members 
Entering Unmasked Estep 
Score: -1492779.875000 Penalty: 3044.525635
	Iteration 58Q: 3 clusters Score -1492780 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 10195 members 
Entering Unmasked Estep 
Score: -1492799.000000 Penalty: 3044.525635
	Iteration 59Q: 3 clusters Score -1492799 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 10237 members 
Entering Unmasked Estep 
Score: -1492809.875000 Penalty: 3044.525635
	Iteration 60F: 3 clusters Score -1492810 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 10286 members 
Entering Unmasked Estep 
Score: -1492825.875000 Penalty: 3044.525635
	Iteration 61Q: 3 clusters Score -1492826 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 10340 members 
Entering Unmasked Estep 
Score: -1492856.375000 Penalty: 3044.525635
	Iteration 62Q: 3 clusters Score -1492856 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 10388 members 
Entering Unmasked Estep 
Score: -1492869.500000 Penalty: 3044.525635
	Iteration 63Q: 3 clusters Score -1492870 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 10437 members 
Entering Unmasked Estep 
Score: -1492893.000000 Penalty: 3044.525635
	Iteration 64Q: 3 clusters Score -1492893 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 10487 members 
Entering Unmasked Estep 
Score: -1492914.500000 Penalty: 3044.525635
	Iteration 65Q: 3 clusters Score -1492914 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 10525 members 
Entering Unmasked Estep 
Score: -1492925.250000 Penalty: 3044.525635
	Iteration 66Q: 3 clusters Score -1492925 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 10564 members 
Entering Unmasked Estep 
Score: -1492938.750000 Penalty: 3044.525635
	Iteration 67Q: 3 clusters Score -1492939 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 10590 members 
Entering Unmasked Estep 
Score: -1492952.375000 Penalty: 3044.525635
	Iteration 68Q: 3 clusters Score -1492952 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 10612 members 
Entering Unmasked Estep 
Score: -1492958.375000 Penalty: 3044.525635
	Iteration 69Q: 3 clusters Score -1492958 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 10627 members 
Entering Unmasked Estep 
Score: -1492964.625000 Penalty: 3044.525635
	Iteration 70Q: 3 clusters Score -1492965 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 10639 members 
Entering Unmasked Estep 
Score: -1492969.250000 Penalty: 3044.525635
	Iteration 71Q: 3 clusters Score -1492969 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 10646 members 
Entering Unmasked Estep 
Score: -1492971.625000 Penalty: 3044.525635
	Iteration 72Q: 3 clusters Score -1492972 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 10660 members 
Entering Unmasked Estep 
Score: -1492976.250000 Penalty: 3044.525635
	Iteration 73Q: 3 clusters Score -1492976 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 10674 members 
Entering Unmasked Estep 
Score: -1492979.125000 Penalty: 3044.525635
	Iteration 74Q: 3 clusters Score -1492979 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 10690 members 
Entering Unmasked Estep 
Score: -1492980.750000 Penalty: 3044.525635
	Iteration 75Q: 3 clusters Score -1492981 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 10707 members 
Entering Unmasked Estep 
Score: -1492989.750000 Penalty: 3044.525635
	Iteration 76Q: 3 clusters Score -1492990 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 10717 members 
Entering Unmasked Estep 
Score: -1492993.750000 Penalty: 3044.525635
	Iteration 77Q: 3 clusters Score -1492994 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 10732 members 
Entering Unmasked Estep 
Score: -1492997.250000 Penalty: 3044.525635
	Iteration 78Q: 3 clusters Score -1492997 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 10746 members 
Entering Unmasked Estep 
Score: -1493000.750000 Penalty: 3044.525635
	Iteration 79Q: 3 clusters Score -1493001 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 10755 members 
Entering Unmasked Estep 
Score: -1493001.000000 Penalty: 3044.525635
	Iteration 80F: 3 clusters Score -1493001 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 10767 members 
Entering Unmasked Estep 
Score: -1493004.750000 Penalty: 3044.525635
	Iteration 81Q: 3 clusters Score -1493005 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 10777 members 
Entering Unmasked Estep 
Score: -1493010.625000 Penalty: 3044.525635
	Iteration 82Q: 3 clusters Score -1493011 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 10786 members 
Entering Unmasked Estep 
Score: -1493014.000000 Penalty: 3044.525635
	Iteration 83Q: 3 clusters Score -1493014 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 10796 members 
Entering Unmasked Estep 
Score: -1493013.250000 Penalty: 3044.525635
	Iteration 84Q: 3 clusters Score -1493013 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 10807 members 
Entering Unmasked Estep 
Score: -1493019.000000 Penalty: 3044.525635
	Iteration 85Q: 3 clusters Score -1493019 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 10820 members 
Entering Unmasked Estep 
Score: -1493025.000000 Penalty: 3044.525635
	Iteration 86Q: 3 clusters Score -1493025 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 10835 members 
Entering Unmasked Estep 
Score: -1493029.625000 Penalty: 3044.525635
	Iteration 87Q: 3 clusters Score -1493030 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 10851 members 
Entering Unmasked Estep 
Score: -1493036.625000 Penalty: 3044.525635
	Iteration 88Q: 3 clusters Score -1493037 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 10863 members 
Entering Unmasked Estep 
Score: -1493041.000000 Penalty: 3044.525635
	Iteration 89Q: 3 clusters Score -1493041 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 10877 members 
Entering Unmasked Estep 
Score: -1493046.125000 Penalty: 3044.525635
	Iteration 90Q: 3 clusters Score -1493046 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 10896 members 
Entering Unmasked Estep 
Score: -1493053.375000 Penalty: 3044.525635
	Iteration 91Q: 3 clusters Score -1493053 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 10906 members 
Entering Unmasked Estep 
Score: -1493055.500000 Penalty: 3044.525635
	Iteration 92Q: 3 clusters Score -1493056 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 10914 members 
Entering Unmasked Estep 
Score: -1493058.250000 Penalty: 3044.525635
	Iteration 93Q: 3 clusters Score -1493058 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 10918 members 
Entering Unmasked Estep 
Score: -1493061.125000 Penalty: 3044.525635
	Iteration 94Q: 3 clusters Score -1493061 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 10927 members 
Entering Unmasked Estep 
Score: -1493064.625000 Penalty: 3044.525635
	Iteration 95Q: 3 clusters Score -1493065 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 10934 members 
Entering Unmasked Estep 
Score: -1493066.500000 Penalty: 3044.525635
	Iteration 96Q: 3 clusters Score -1493066 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 10940 members 
Entering Unmasked Estep 
Score: -1493067.750000 Penalty: 3044.525635
	Iteration 97Q: 3 clusters Score -1493068 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 10945 members 
Entering Unmasked Estep 
Score: -1493068.750000 Penalty: 3044.525635
	Iteration 98Q: 3 clusters Score -1493069 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 10953 members 
Entering Unmasked Estep 
Score: -1493069.750000 Penalty: 3044.525635
	Iteration 99Q: 3 clusters Score -1493070 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 10958 members 
Entering Unmasked Estep 
Score: -1493071.750000 Penalty: 3044.525635
	Iteration 100F: 3 clusters Score -1493072 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 10962 members 
Entering Unmasked Estep 
Score: -1493070.625000 Penalty: 3044.525635
	Iteration 101Q: 3 clusters Score -1493071 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 10965 members 
Entering Unmasked Estep 
Score: -1493071.750000 Penalty: 3044.525635
	Iteration 102Q: 3 clusters Score -1493072 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 10970 members 
Entering Unmasked Estep 
Score: -1493074.500000 Penalty: 3044.525635
	Iteration 103Q: 3 clusters Score -1493074 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 10973 members 
Entering Unmasked Estep 
Score: -1493075.625000 Penalty: 3044.525635
	Iteration 104Q: 3 clusters Score -1493076 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 10976 members 
Entering Unmasked Estep 
Score: -1493076.625000 Penalty: 3044.525635
	Iteration 105Q: 3 clusters Score -1493077 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 10983 members 
Entering Unmasked Estep 
Score: -1493077.750000 Penalty: 3044.525635
	Iteration 106Q: 3 clusters Score -1493078 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 10985 members 
Entering Unmasked Estep 
Score: -1493079.875000 Penalty: 3044.525635
	Iteration 107Q: 3 clusters Score -1493080 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 10986 members 
Entering Unmasked Estep 
Score: -1493082.750000 Penalty: 3044.525635
	Iteration 108Q: 3 clusters Score -1493083 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 10991 members 
Entering Unmasked Estep 
Score: -1493080.000000 Penalty: 3044.525635
	Iteration 109Q: 3 clusters Score -1493080 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 10993 members 
Entering Unmasked Estep 
Score: -1493080.750000 Penalty: 3044.525635
	Iteration 110Q: 3 clusters Score -1493081 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 10994 members 
Entering Unmasked Estep 
Score: -1493082.375000 Penalty: 3044.525635
	Iteration 111Q: 3 clusters Score -1493082 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 10994 members 
Entering Unmasked Estep 
Score: -1493082.375000 Penalty: 3044.525635
	Iteration 112F: 3 clusters Score -1493082 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (3932 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Entering Unmasked Estep 
Score: -411595.375000 Penalty: 1344.996704
	Iteration 0F: 2 clusters Score -411595.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -408401.375000 Penalty: 2689.993408
	Iteration 0F: 3 clusters Score -408401.4 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -409609.156250 Penalty: 2689.993408
	Iteration 1F: 3 clusters Score -409609.2 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -409957.843750 Penalty: 2689.993408
	Iteration 2F: 3 clusters Score -409957.8 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -410196.406250 Penalty: 2689.993408
	Iteration 3F: 3 clusters Score -410196.4 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -410379.062500 Penalty: 2689.993408
	Iteration 4F: 3 clusters Score -410379.1 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -410510.437500 Penalty: 2689.993408
	Iteration 5Q: 3 clusters Score -410510.4 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -410605.562500 Penalty: 2689.993408
	Iteration 6Q: 3 clusters Score -410605.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -410687.375000 Penalty: 2689.993408
	Iteration 7Q: 3 clusters Score -410687.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -410743.625000 Penalty: 2689.993408
	Iteration 8Q: 3 clusters Score -410743.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -410797.968750 Penalty: 2689.993408
	Iteration 9Q: 3 clusters Score -410798 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -410845.781250 Penalty: 2689.993408
	Iteration 10Q: 3 clusters Score -410845.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -410921.250000 Penalty: 2689.993408
	Iteration 11Q: 3 clusters Score -410921.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -411000.000000 Penalty: 2689.993408
	Iteration 12Q: 3 clusters Score -411000 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -411093.968750 Penalty: 2689.993408
	Iteration 13Q: 3 clusters Score -411094 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -411205.187500 Penalty: 2689.993408
	Iteration 14Q: 3 clusters Score -411205.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -411285.781250 Penalty: 2689.993408
	Iteration 15Q: 3 clusters Score -411285.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -411338.593750 Penalty: 2689.993408
	Iteration 16Q: 3 clusters Score -411338.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -411378.968750 Penalty: 2689.993408
	Iteration 17Q: 3 clusters Score -411379 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -411406.718750 Penalty: 2689.993408
	Iteration 18Q: 3 clusters Score -411406.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -411440.187500 Penalty: 2689.993408
	Iteration 19Q: 3 clusters Score -411440.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -411466.843750 Penalty: 2689.993408
	Iteration 20F: 3 clusters Score -411466.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -411488.187500 Penalty: 2689.993408
	Iteration 21Q: 3 clusters Score -411488.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -411509.718750 Penalty: 2689.993408
	Iteration 22Q: 3 clusters Score -411509.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -411531.062500 Penalty: 2689.993408
	Iteration 23Q: 3 clusters Score -411531.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -411544.187500 Penalty: 2689.993408
	Iteration 24Q: 3 clusters Score -411544.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -411556.562500 Penalty: 2689.993408
	Iteration 25Q: 3 clusters Score -411556.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -411568.812500 Penalty: 2689.993408
	Iteration 26Q: 3 clusters Score -411568.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -411575.406250 Penalty: 2689.993408
	Iteration 27Q: 3 clusters Score -411575.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -411582.125000 Penalty: 2689.993408
	Iteration 28Q: 3 clusters Score -411582.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -411587.843750 Penalty: 2689.993408
	Iteration 29Q: 3 clusters Score -411587.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -411590.281250 Penalty: 2689.993408
	Iteration 30Q: 3 clusters Score -411590.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -411591.312500 Penalty: 2689.993408
	Iteration 31Q: 3 clusters Score -411591.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -411593.343750 Penalty: 2689.993408
	Iteration 32Q: 3 clusters Score -411593.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -411593.312500 Penalty: 2689.993408
	Iteration 33Q: 3 clusters Score -411593.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -411594.312500 Penalty: 2689.993408
	Iteration 34Q: 3 clusters Score -411594.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -411594.093750 Penalty: 2689.993408
	Iteration 35Q: 3 clusters Score -411594.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -411594.093750 Penalty: 2689.993408
	Iteration 36F: 3 clusters Score -411594.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (10123 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10123 members 
Entering Unmasked Estep 
Score: -1183743.750000 Penalty: 1498.666870
	Iteration 0F: 2 clusters Score -1183744 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -1176495.750000 Penalty: 2997.333740
	Iteration 0F: 3 clusters Score -1176496 nChanged 4428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 5186 members 
Entering Unmasked Estep 
Score: -1179029.500000 Penalty: 2997.333740
	Iteration 1F: 3 clusters Score -1179030 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -1179439.125000 Penalty: 2997.333740
	Iteration 2F: 3 clusters Score -1179439 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 5462 members 
Entering Unmasked Estep 
Score: -1179798.875000 Penalty: 2997.333740
	Iteration 3F: 3 clusters Score -1179799 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 5625 members 
Entering Unmasked Estep 
Score: -1180123.875000 Penalty: 2997.333740
	Iteration 4F: 3 clusters Score -1180124 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 5790 members 
Entering Unmasked Estep 
Score: -1180407.625000 Penalty: 2997.333740
	Iteration 5F: 3 clusters Score -1180408 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 5986 members 
Entering Unmasked Estep 
Score: -1180640.000000 Penalty: 2997.333740
	Iteration 6Q: 3 clusters Score -1180640 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 6209 members 
Entering Unmasked Estep 
Score: -1180875.625000 Penalty: 2997.333740
	Iteration 7Q: 3 clusters Score -1180876 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 6446 members 
Entering Unmasked Estep 
Score: -1181138.125000 Penalty: 2997.333740
	Iteration 8Q: 3 clusters Score -1181138 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 6711 members 
Entering Unmasked Estep 
Score: -1181354.750000 Penalty: 2997.333740
	Iteration 9Q: 3 clusters Score -1181355 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 6959 members 
Entering Unmasked Estep 
Score: -1181538.000000 Penalty: 2997.333740
	Iteration 10Q: 3 clusters Score -1181538 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 7192 members 
Entering Unmasked Estep 
Score: -1181702.125000 Penalty: 2997.333740
	Iteration 11Q: 3 clusters Score -1181702 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 7432 members 
Entering Unmasked Estep 
Score: -1181856.000000 Penalty: 2997.333740
	Iteration 12Q: 3 clusters Score -1181856 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 7655 members 
Entering Unmasked Estep 
Score: -1181996.125000 Penalty: 2997.333740
	Iteration 13Q: 3 clusters Score -1181996 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 7865 members 
Entering Unmasked Estep 
Score: -1182121.500000 Penalty: 2997.333740
	Iteration 14Q: 3 clusters Score -1182122 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 8068 members 
Entering Unmasked Estep 
Score: -1182249.125000 Penalty: 2997.333740
	Iteration 15Q: 3 clusters Score -1182249 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 8240 members 
Entering Unmasked Estep 
Score: -1182353.875000 Penalty: 2997.333740
	Iteration 16Q: 3 clusters Score -1182354 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 8386 members 
Entering Unmasked Estep 
Score: -1182437.125000 Penalty: 2997.333740
	Iteration 17Q: 3 clusters Score -1182437 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 8521 members 
Entering Unmasked Estep 
Score: -1182506.875000 Penalty: 2997.333740
	Iteration 18Q: 3 clusters Score -1182507 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 8649 members 
Entering Unmasked Estep 
Score: -1182579.875000 Penalty: 2997.333740
	Iteration 19Q: 3 clusters Score -1182580 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 8765 members 
Entering Unmasked Estep 
Score: -1182654.000000 Penalty: 2997.333740
	Iteration 20F: 3 clusters Score -1182654 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 8880 members 
Entering Unmasked Estep 
Score: -1182711.750000 Penalty: 2997.333740
	Iteration 21Q: 3 clusters Score -1182712 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 8978 members 
Entering Unmasked Estep 
Score: -1182768.375000 Penalty: 2997.333740
	Iteration 22Q: 3 clusters Score -1182768 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 9057 members 
Entering Unmasked Estep 
Score: -1182822.125000 Penalty: 2997.333740
	Iteration 23Q: 3 clusters Score -1182822 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 9122 members 
Entering Unmasked Estep 
Score: -1182865.750000 Penalty: 2997.333740
	Iteration 24Q: 3 clusters Score -1182866 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 9187 members 
Entering Unmasked Estep 
Score: -1182910.375000 Penalty: 2997.333740
	Iteration 25Q: 3 clusters Score -1182910 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 9235 members 
Entering Unmasked Estep 
Score: -1182937.625000 Penalty: 2997.333740
	Iteration 26Q: 3 clusters Score -1182938 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 9269 members 
Entering Unmasked Estep 
Score: -1182956.500000 Penalty: 2997.333740
	Iteration 27Q: 3 clusters Score -1182956 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 9298 members 
Entering Unmasked Estep 
Score: -1182971.875000 Penalty: 2997.333740
	Iteration 28Q: 3 clusters Score -1182972 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 9322 members 
Entering Unmasked Estep 
Score: -1182989.500000 Penalty: 2997.333740
	Iteration 29Q: 3 clusters Score -1182990 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 9343 members 
Entering Unmasked Estep 
Score: -1183000.750000 Penalty: 2997.333740
	Iteration 30Q: 3 clusters Score -1183001 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 9361 members 
Entering Unmasked Estep 
Score: -1183012.125000 Penalty: 2997.333740
	Iteration 31Q: 3 clusters Score -1183012 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 9376 members 
Entering Unmasked Estep 
Score: -1183025.375000 Penalty: 2997.333740
	Iteration 32Q: 3 clusters Score -1183025 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 9387 members 
Entering Unmasked Estep 
Score: -1183036.000000 Penalty: 2997.333740
	Iteration 33Q: 3 clusters Score -1183036 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 9394 members 
Entering Unmasked Estep 
Score: -1183040.750000 Penalty: 2997.333740
	Iteration 34Q: 3 clusters Score -1183041 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 9396 members 
Entering Unmasked Estep 
Score: -1183044.000000 Penalty: 2997.333740
	Iteration 35Q: 3 clusters Score -1183044 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 9402 members 
Entering Unmasked Estep 
Score: -1183045.750000 Penalty: 2997.333740
	Iteration 36Q: 3 clusters Score -1183046 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 9406 members 
Entering Unmasked Estep 
Score: -1183050.250000 Penalty: 2997.333740
	Iteration 37Q: 3 clusters Score -1183050 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 9405 members 
Entering Unmasked Estep 
Score: -1183053.000000 Penalty: 2997.333740
	Iteration 38Q: 3 clusters Score -1183053 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 9406 members 
Entering Unmasked Estep 
Score: -1183052.125000 Penalty: 2997.333740
	Iteration 39Q: 3 clusters Score -1183052 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 9408 members 
Entering Unmasked Estep 
Score: -1183054.875000 Penalty: 2997.333740
	Iteration 40F: 3 clusters Score -1183055 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 9412 members 
Entering Unmasked Estep 
Score: -1183056.375000 Penalty: 2997.333740
	Iteration 41Q: 3 clusters Score -1183056 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 9415 members 
Entering Unmasked Estep 
Score: -1183056.375000 Penalty: 2997.333740
	Iteration 42Q: 3 clusters Score -1183056 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 9416 members 
Entering Unmasked Estep 
Score: -1183057.375000 Penalty: 2997.333740
	Iteration 43Q: 3 clusters Score -1183057 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 9417 members 
Entering Unmasked Estep 
Score: -1183058.500000 Penalty: 2997.333740
	Iteration 44Q: 3 clusters Score -1183058 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 9417 members 
Entering Unmasked Estep 
Score: -1183058.500000 Penalty: 2997.333740
	Iteration 45F: 3 clusters Score -1183058 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (38152 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38152 members 
Entering Unmasked Estep 
Score: -4831990.500000 Penalty: 1714.266724
	Iteration 0F: 2 clusters Score -4831990 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18992 members 
Mstep: Class 2 contains 19160 members 
Entering Unmasked Estep 
Score: -4806172.500000 Penalty: 3428.533447
	Iteration 0F: 3 clusters Score -4806172 nChanged 17788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18102 members 
Mstep: Class 2 contains 20050 members 
Entering Unmasked Estep 
Score: -4816617.000000 Penalty: 3428.533447
	Iteration 1F: 3 clusters Score -4816617 nChanged 2033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17501 members 
Mstep: Class 2 contains 20651 members 
Entering Unmasked Estep 
Score: -4817554.000000 Penalty: 3428.533447
	Iteration 2F: 3 clusters Score -4817554 nChanged 2208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16773 members 
Mstep: Class 2 contains 21379 members 
Entering Unmasked Estep 
Score: -4818789.000000 Penalty: 3428.533447
	Iteration 3F: 3 clusters Score -4818789 nChanged 2432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15899 members 
Mstep: Class 2 contains 22253 members 
Entering Unmasked Estep 
Score: -4820757.000000 Penalty: 3428.533447
	Iteration 4F: 3 clusters Score -4820757 nChanged 2707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15066 members 
Mstep: Class 2 contains 23086 members 
Entering Unmasked Estep 
Score: -4823641.500000 Penalty: 3428.533447
	Iteration 5F: 3 clusters Score -4823642 nChanged 2700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14708 members 
Mstep: Class 2 contains 23444 members 
Entering Unmasked Estep 
Score: -4826673.500000 Penalty: 3428.533447
	Iteration 6F: 3 clusters Score -4826674 nChanged 2387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14677 members 
Mstep: Class 2 contains 23475 members 
Entering Unmasked Estep 
Score: -4828625.000000 Penalty: 3428.533447
	Iteration 7F: 3 clusters Score -4828625 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14716 members 
Mstep: Class 2 contains 23436 members 
Entering Unmasked Estep 
Score: -4829417.000000 Penalty: 3428.533447
	Iteration 8Q: 3 clusters Score -4829417 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14723 members 
Mstep: Class 2 contains 23429 members 
Entering Unmasked Estep 
Score: -4829779.500000 Penalty: 3428.533447
	Iteration 9Q: 3 clusters Score -4829780 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14778 members 
Mstep: Class 2 contains 23374 members 
Entering Unmasked Estep 
Score: -4829965.500000 Penalty: 3428.533447
	Iteration 10Q: 3 clusters Score -4829966 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14845 members 
Mstep: Class 2 contains 23307 members 
Entering Unmasked Estep 
Score: -4830117.000000 Penalty: 3428.533447
	Iteration 11Q: 3 clusters Score -4830117 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14883 members 
Mstep: Class 2 contains 23269 members 
Entering Unmasked Estep 
Score: -4830212.000000 Penalty: 3428.533447
	Iteration 12Q: 3 clusters Score -4830212 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14895 members 
Mstep: Class 2 contains 23257 members 
Entering Unmasked Estep 
Score: -4830276.000000 Penalty: 3428.533447
	Iteration 13Q: 3 clusters Score -4830276 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14917 members 
Mstep: Class 2 contains 23235 members 
Entering Unmasked Estep 
Score: -4830310.000000 Penalty: 3428.533447
	Iteration 14Q: 3 clusters Score -4830310 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14909 members 
Mstep: Class 2 contains 23243 members 
Entering Unmasked Estep 
Score: -4830338.500000 Penalty: 3428.533447
	Iteration 15Q: 3 clusters Score -4830338 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14891 members 
Mstep: Class 2 contains 23261 members 
Entering Unmasked Estep 
Score: -4830347.000000 Penalty: 3428.533447
	Iteration 16Q: 3 clusters Score -4830347 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14853 members 
Mstep: Class 2 contains 23299 members 
Entering Unmasked Estep 
Score: -4830369.500000 Penalty: 3428.533447
	Iteration 17Q: 3 clusters Score -4830370 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14806 members 
Mstep: Class 2 contains 23346 members 
Entering Unmasked Estep 
Score: -4830385.500000 Penalty: 3428.533447
	Iteration 18Q: 3 clusters Score -4830386 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14784 members 
Mstep: Class 2 contains 23368 members 
Entering Unmasked Estep 
Score: -4830388.000000 Penalty: 3428.533447
	Iteration 19Q: 3 clusters Score -4830388 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14759 members 
Mstep: Class 2 contains 23393 members 
Entering Unmasked Estep 
Score: -4830395.000000 Penalty: 3428.533447
	Iteration 20F: 3 clusters Score -4830395 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14729 members 
Mstep: Class 2 contains 23423 members 
Entering Unmasked Estep 
Score: -4830401.000000 Penalty: 3428.533447
	Iteration 21Q: 3 clusters Score -4830401 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14715 members 
Mstep: Class 2 contains 23437 members 
Entering Unmasked Estep 
Score: -4830423.500000 Penalty: 3428.533447
	Iteration 22Q: 3 clusters Score -4830424 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14688 members 
Mstep: Class 2 contains 23464 members 
Entering Unmasked Estep 
Score: -4830421.500000 Penalty: 3428.533447
	Iteration 23Q: 3 clusters Score -4830422 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14673 members 
Mstep: Class 2 contains 23479 members 
Entering Unmasked Estep 
Score: -4830424.000000 Penalty: 3428.533447
	Iteration 24Q: 3 clusters Score -4830424 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14639 members 
Mstep: Class 2 contains 23513 members 
Entering Unmasked Estep 
Score: -4830421.500000 Penalty: 3428.533447
	Iteration 25Q: 3 clusters Score -4830422 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14598 members 
Mstep: Class 2 contains 23554 members 
Entering Unmasked Estep 
Score: -4830431.000000 Penalty: 3428.533447
	Iteration 26Q: 3 clusters Score -4830431 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14557 members 
Mstep: Class 2 contains 23595 members 
Entering Unmasked Estep 
Score: -4830427.500000 Penalty: 3428.533447
	Iteration 27Q: 3 clusters Score -4830428 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14509 members 
Mstep: Class 2 contains 23643 members 
Entering Unmasked Estep 
Score: -4830439.000000 Penalty: 3428.533447
	Iteration 28Q: 3 clusters Score -4830439 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14465 members 
Mstep: Class 2 contains 23687 members 
Entering Unmasked Estep 
Score: -4830436.000000 Penalty: 3428.533447
	Iteration 29Q: 3 clusters Score -4830436 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14420 members 
Mstep: Class 2 contains 23732 members 
Entering Unmasked Estep 
Score: -4830431.000000 Penalty: 3428.533447
	Iteration 30Q: 3 clusters Score -4830431 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14359 members 
Mstep: Class 2 contains 23793 members 
Entering Unmasked Estep 
Score: -4830429.500000 Penalty: 3428.533447
	Iteration 31Q: 3 clusters Score -4830430 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14300 members 
Mstep: Class 2 contains 23852 members 
Entering Unmasked Estep 
Score: -4830436.000000 Penalty: 3428.533447
	Iteration 32Q: 3 clusters Score -4830436 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14249 members 
Mstep: Class 2 contains 23903 members 
Entering Unmasked Estep 
Score: -4830445.500000 Penalty: 3428.533447
	Iteration 33Q: 3 clusters Score -4830446 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14195 members 
Mstep: Class 2 contains 23957 members 
Entering Unmasked Estep 
Score: -4830446.000000 Penalty: 3428.533447
	Iteration 34Q: 3 clusters Score -4830446 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14133 members 
Mstep: Class 2 contains 24019 members 
Entering Unmasked Estep 
Score: -4830456.000000 Penalty: 3428.533447
	Iteration 35Q: 3 clusters Score -4830456 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14073 members 
Mstep: Class 2 contains 24079 members 
Entering Unmasked Estep 
Score: -4830454.500000 Penalty: 3428.533447
	Iteration 36Q: 3 clusters Score -4830454 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14021 members 
Mstep: Class 2 contains 24131 members 
Entering Unmasked Estep 
Score: -4830456.000000 Penalty: 3428.533447
	Iteration 37Q: 3 clusters Score -4830456 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13976 members 
Mstep: Class 2 contains 24176 members 
Entering Unmasked Estep 
Score: -4830462.500000 Penalty: 3428.533447
	Iteration 38Q: 3 clusters Score -4830462 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13926 members 
Mstep: Class 2 contains 24226 members 
Entering Unmasked Estep 
Score: -4830465.500000 Penalty: 3428.533447
	Iteration 39Q: 3 clusters Score -4830466 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13881 members 
Mstep: Class 2 contains 24271 members 
Entering Unmasked Estep 
Score: -4830470.000000 Penalty: 3428.533447
	Iteration 40F: 3 clusters Score -4830470 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13822 members 
Mstep: Class 2 contains 24330 members 
Entering Unmasked Estep 
Score: -4830486.500000 Penalty: 3428.533447
	Iteration 41Q: 3 clusters Score -4830486 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13769 members 
Mstep: Class 2 contains 24383 members 
Entering Unmasked Estep 
Score: -4830480.500000 Penalty: 3428.533447
	Iteration 42Q: 3 clusters Score -4830480 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13724 members 
Mstep: Class 2 contains 24428 members 
Entering Unmasked Estep 
Score: -4830479.500000 Penalty: 3428.533447
	Iteration 43Q: 3 clusters Score -4830480 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13672 members 
Mstep: Class 2 contains 24480 members 
Entering Unmasked Estep 
Score: -4830483.000000 Penalty: 3428.533447
	Iteration 44Q: 3 clusters Score -4830483 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13630 members 
Mstep: Class 2 contains 24522 members 
Entering Unmasked Estep 
Score: -4830491.000000 Penalty: 3428.533447
	Iteration 45Q: 3 clusters Score -4830491 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13588 members 
Mstep: Class 2 contains 24564 members 
Entering Unmasked Estep 
Score: -4830495.000000 Penalty: 3428.533447
	Iteration 46Q: 3 clusters Score -4830495 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13527 members 
Mstep: Class 2 contains 24625 members 
Entering Unmasked Estep 
Score: -4830511.000000 Penalty: 3428.533447
	Iteration 47Q: 3 clusters Score -4830511 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13470 members 
Mstep: Class 2 contains 24682 members 
Entering Unmasked Estep 
Score: -4830515.500000 Penalty: 3428.533447
	Iteration 48Q: 3 clusters Score -4830516 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13406 members 
Mstep: Class 2 contains 24746 members 
Entering Unmasked Estep 
Score: -4830512.500000 Penalty: 3428.533447
	Iteration 49Q: 3 clusters Score -4830512 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13339 members 
Mstep: Class 2 contains 24813 members 
Entering Unmasked Estep 
Score: -4830499.000000 Penalty: 3428.533447
	Iteration 50Q: 3 clusters Score -4830499 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13274 members 
Mstep: Class 2 contains 24878 members 
Entering Unmasked Estep 
Score: -4830507.500000 Penalty: 3428.533447
	Iteration 51Q: 3 clusters Score -4830508 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13213 members 
Mstep: Class 2 contains 24939 members 
Entering Unmasked Estep 
Score: -4830518.500000 Penalty: 3428.533447
	Iteration 52Q: 3 clusters Score -4830518 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13141 members 
Mstep: Class 2 contains 25011 members 
Entering Unmasked Estep 
Score: -4830523.500000 Penalty: 3428.533447
	Iteration 53Q: 3 clusters Score -4830524 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13065 members 
Mstep: Class 2 contains 25087 members 
Entering Unmasked Estep 
Score: -4830514.500000 Penalty: 3428.533447
	Iteration 54Q: 3 clusters Score -4830514 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12987 members 
Mstep: Class 2 contains 25165 members 
Entering Unmasked Estep 
Score: -4830509.500000 Penalty: 3428.533447
	Iteration 55Q: 3 clusters Score -4830510 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12906 members 
Mstep: Class 2 contains 25246 members 
Entering Unmasked Estep 
Score: -4830531.500000 Penalty: 3428.533447
	Iteration 56Q: 3 clusters Score -4830532 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12819 members 
Mstep: Class 2 contains 25333 members 
Entering Unmasked Estep 
Score: -4830546.500000 Penalty: 3428.533447
	Iteration 57Q: 3 clusters Score -4830546 nChanged 81
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12742 members 
Mstep: Class 2 contains 25410 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -4830547 nChanged 84
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12660 members 
Mstep: Class 2 contains 25492 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -4830563 nChanged 88
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12574 members 
Mstep: Class 2 contains 25578 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -4830563 nChanged 67
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12509 members 
Mstep: Class 2 contains 25643 members 
Entering Unmasked Estep 
Score: -4830564.000000 Penalty: 3428.533447
	Iteration 61Q: 3 clusters Score -4830564 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12444 members 
Mstep: Class 2 contains 25708 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -4830572 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12396 members 
Mstep: Class 2 contains 25756 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -4830588 nChanged 39
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12359 members 
Mstep: Class 2 contains 25793 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -4830586 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12317 members 
Mstep: Class 2 contains 25835 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -4830598 nChanged 49
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Mstep: Class 1 contains 12268 members 
Mstep: Class 2 contains 25884 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -4830600 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12209 members 
Mstep: Class 2 contains 25943 members 
Entering Unmasked Estep 
Score: -4830611.500000 Penalty: 3428.533447
	Iteration 67Q: 3 clusters Score -4830612 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12153 members 
Mstep: Class 2 contains 25999 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -4830606 nChanged 78
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Mstep: Class 1 contains 12075 members 
Mstep: Class 2 contains 26077 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -4830608 nChanged 71
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12006 members 
Mstep: Class 2 contains 26146 members 
Entering Unmasked Estep 
Score: -4830631.500000 Penalty: 3428.533447
	Iteration 70Q: 3 clusters Score -4830632 nChanged 76
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11930 members 
Mstep: Class 2 contains 26222 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -4830646 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11857 members 
Mstep: Class 2 contains 26295 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -4830652 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11779 members 
Mstep: Class 2 contains 26373 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -4830650 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11705 members 
Mstep: Class 2 contains 26447 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -4830654 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11643 members 
Mstep: Class 2 contains 26509 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -4830662 nChanged 52
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11591 members 
Mstep: Class 2 contains 26561 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -4830656 nChanged 48
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11543 members 
Mstep: Class 2 contains 26609 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -4830654 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11487 members 
Mstep: Class 2 contains 26665 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -4830656 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11435 members 
Mstep: Class 2 contains 26717 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -4830652 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11391 members 
Mstep: Class 2 contains 26761 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -4830650 nChanged 45
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11346 members 
Mstep: Class 2 contains 26806 members 
Entering Unmasked Estep 
Score: -4830640.500000 Penalty: 3428.533447
	Iteration 81Q: 3 clusters Score -4830640 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11294 members 
Mstep: Class 2 contains 26858 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -4830644 nChanged 47
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Mstep: Class 1 contains 11247 members 
Mstep: Class 2 contains 26905 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -4830652 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11215 members 
Mstep: Class 2 contains 26937 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -4830662 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11179 members 
Mstep: Class 2 contains 26973 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -4830678 nChanged 32
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Mstep: Class 1 contains 11147 members 
Mstep: Class 2 contains 27005 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -4830668 nChanged 38
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11109 members 
Mstep: Class 2 contains 27043 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -4830658 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11062 members 
Mstep: Class 2 contains 27090 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -4830665 nChanged 47
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Mstep: Class 1 contains 11015 members 
Mstep: Class 2 contains 27137 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -4830676 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10978 members 
Mstep: Class 2 contains 27174 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -4830678 nChanged 33
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Mstep: Class 1 contains 10945 members 
Mstep: Class 2 contains 27207 members 
Entering Unmasked Estep 
Score: -4830683.000000 Penalty: 3428.533447
	Iteration 91Q: 3 clusters Score -4830683 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10914 members 
Mstep: Class 2 contains 27238 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -4830695 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10882 members 
Mstep: Class 2 contains 27270 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -4830690 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10859 members 
Mstep: Class 2 contains 27293 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -4830689 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10837 members 
Mstep: Class 2 contains 27315 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -4830698 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10813 members 
Mstep: Class 2 contains 27339 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -4830704 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10782 members 
Mstep: Class 2 contains 27370 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -4830694 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10742 members 
Mstep: Class 2 contains 27410 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -4830700 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10711 members 
Mstep: Class 2 contains 27441 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -4830704 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10686 members 
Mstep: Class 2 contains 27466 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -4830699 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10662 members 
Mstep: Class 2 contains 27490 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -4830697 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10642 members 
Mstep: Class 2 contains 27510 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -4830689 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10624 members 
Mstep: Class 2 contains 27528 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -4830688 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10608 members 
Mstep: Class 2 contains 27544 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -4830690 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10591 members 
Mstep: Class 2 contains 27561 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -4830694 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10574 members 
Mstep: Class 2 contains 27578 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -4830696 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10553 members 
Mstep: Class 2 contains 27599 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -4830692 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10532 members 
Mstep: Class 2 contains 27620 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -4830694 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10506 members 
Mstep: Class 2 contains 27646 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -4830692 nChanged 30
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10478 members 
Mstep: Class 2 contains 27674 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -4830694 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10448 members 
Mstep: Class 2 contains 27704 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -4830695 nChanged 31
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10419 members 
Mstep: Class 2 contains 27733 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -4830692 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10389 members 
Mstep: Class 2 contains 27763 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -4830694 nChanged 35
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10354 members 
Mstep: Class 2 contains 27798 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -4830708 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10316 members 
Mstep: Class 2 contains 27836 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -4830710 nChanged 37
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10279 members 
Mstep: Class 2 contains 27873 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -4830707 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10253 members 
Mstep: Class 2 contains 27899 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -4830695 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10227 members 
Mstep: Class 2 contains 27925 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -4830708 nChanged 30
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10197 members 
Mstep: Class 2 contains 27955 members 
Entering Unmasked Estep 
Score: -4830700.500000 Penalty: 3428.533447
	Iteration 119Q: 3 clusters Score -4830700 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10162 members 
Mstep: Class 2 contains 27990 members 
Entering Unmasked Estep 
Score: -4830707.000000 Penalty: 3428.533447
	Iteration 120F: 3 clusters Score -4830707 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10139 members 
Mstep: Class 2 contains 28013 members 
Entering Unmasked Estep 
Score: -4830722.500000 Penalty: 3428.533447
	Iteration 121Q: 3 clusters Score -4830722 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10117 members 
Mstep: Class 2 contains 28035 members 
Entering Unmasked Estep 
Score: -4830726.000000 Penalty: 3428.533447
	Iteration 122Q: 3 clusters Score -4830726 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10099 members 
Mstep: Class 2 contains 28053 members 
Entering Unmasked Estep 
Score: -4830722.000000 Penalty: 3428.533447
	Iteration 123Q: 3 clusters Score -4830722 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10078 members 
Mstep: Class 2 contains 28074 members 
Entering Unmasked Estep 
Score: -4830725.500000 Penalty: 3428.533447
	Iteration 124Q: 3 clusters Score -4830726 nChanged 22
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Mstep: Class 1 contains 10056 members 
Mstep: Class 2 contains 28096 members 
Entering Unmasked Estep 
Score: -4830719.000000 Penalty: 3428.533447
	Iteration 125Q: 3 clusters Score -4830719 nChanged 34
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Mstep: Class 1 contains 10022 members 
Mstep: Class 2 contains 28130 members 
Entering Unmasked Estep 
Score: -4830718.500000 Penalty: 3428.533447
	Iteration 126Q: 3 clusters Score -4830718 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9993 members 
Mstep: Class 2 contains 28159 members 
Entering Unmasked Estep 
Score: -4830714.000000 Penalty: 3428.533447
	Iteration 127Q: 3 clusters Score -4830714 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9969 members 
Mstep: Class 2 contains 28183 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -4830708 nChanged 22
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Mstep: Class 1 contains 9947 members 
Mstep: Class 2 contains 28205 members 
Entering Unmasked Estep 
Score: -4830702.500000 Penalty: 3428.533447
	Iteration 129Q: 3 clusters Score -4830702 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9930 members 
Mstep: Class 2 contains 28222 members 
Entering Unmasked Estep 
Score: -4830710.500000 Penalty: 3428.533447
	Iteration 130Q: 3 clusters Score -4830710 nChanged 19
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Mstep: Class 1 contains 9911 members 
Mstep: Class 2 contains 28241 members 
Entering Unmasked Estep 
Score: -4830711.500000 Penalty: 3428.533447
	Iteration 131Q: 3 clusters Score -4830712 nChanged 22
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9889 members 
Mstep: Class 2 contains 28263 members 
Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -4830714 nChanged 19
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9870 members 
Mstep: Class 2 contains 28282 members 
Entering Unmasked Estep 
Score: -4830713.000000 Penalty: 3428.533447
	Iteration 133Q: 3 clusters Score -4830713 nChanged 19
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Mstep: Class 1 contains 9851 members 
Mstep: Class 2 contains 28301 members 
Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -4830702 nChanged 18
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Mstep: Class 1 contains 9833 members 
Mstep: Class 2 contains 28319 members 
Entering Unmasked Estep 
Score: -4830705.500000 Penalty: 3428.533447
	Iteration 135Q: 3 clusters Score -4830706 nChanged 12
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Mstep: Class 1 contains 9821 members 
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Entering Unmasked Estep 
Score: -4830701.500000 Penalty: 3428.533447
	Iteration 136Q: 3 clusters Score -4830702 nChanged 13
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Mstep: Class 1 contains 9808 members 
Mstep: Class 2 contains 28344 members 
Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -4830702 nChanged 13
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Mstep: Class 1 contains 9795 members 
Mstep: Class 2 contains 28357 members 
Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -4830704 nChanged 20
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Mstep: Class 1 contains 9775 members 
Mstep: Class 2 contains 28377 members 
Entering Unmasked Estep 
Score: -4830705.000000 Penalty: 3428.533447
	Iteration 139Q: 3 clusters Score -4830705 nChanged 23
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9752 members 
Mstep: Class 2 contains 28400 members 
Entering Unmasked Estep 
Score: -4830706.500000 Penalty: 3428.533447
	Iteration 140F: 3 clusters Score -4830706 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9729 members 
Mstep: Class 2 contains 28423 members 
Entering Unmasked Estep 
Score: -4830700.000000 Penalty: 3428.533447
	Iteration 141Q: 3 clusters Score -4830700 nChanged 25
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Mstep: Class 1 contains 9704 members 
Mstep: Class 2 contains 28448 members 
Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -4830699 nChanged 22
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Mstep: Class 1 contains 9682 members 
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Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -4830704 nChanged 27
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Mstep: Class 1 contains 9657 members 
Mstep: Class 2 contains 28495 members 
Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -4830706 nChanged 20
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Mstep: Class 1 contains 9637 members 
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Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -4830700 nChanged 20
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Mstep: Class 1 contains 9617 members 
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Entering Unmasked Estep 
Score: -4830713.500000 Penalty: 3428.533447
	Iteration 146Q: 3 clusters Score -4830714 nChanged 20
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Mstep: Class 1 contains 9597 members 
Mstep: Class 2 contains 28555 members 
Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -4830713 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9580 members 
Mstep: Class 2 contains 28572 members 
Entering Unmasked Estep 
Score: -4830716.000000 Penalty: 3428.533447
	Iteration 148Q: 3 clusters Score -4830716 nChanged 12
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Mstep: Class 1 contains 9568 members 
Mstep: Class 2 contains 28584 members 
Entering Unmasked Estep 
Score: -4830718.500000 Penalty: 3428.533447
	Iteration 149Q: 3 clusters Score -4830718 nChanged 20
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Mstep: Class 1 contains 9550 members 
Mstep: Class 2 contains 28602 members 
Entering Unmasked Estep 
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	Iteration 150Q: 3 clusters Score -4830718 nChanged 12
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Mstep: Class 1 contains 9538 members 
Mstep: Class 2 contains 28614 members 
Entering Unmasked Estep 
Score: -4830717.000000 Penalty: 3428.533447
	Iteration 151Q: 3 clusters Score -4830717 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9523 members 
Mstep: Class 2 contains 28629 members 
Entering Unmasked Estep 
Score: -4830717.500000 Penalty: 3428.533447
	Iteration 152Q: 3 clusters Score -4830718 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9510 members 
Mstep: Class 2 contains 28642 members 
Entering Unmasked Estep 
Score: -4830711.500000 Penalty: 3428.533447
	Iteration 153Q: 3 clusters Score -4830712 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9499 members 
Mstep: Class 2 contains 28653 members 
Entering Unmasked Estep 
Score: -4830710.500000 Penalty: 3428.533447
	Iteration 154Q: 3 clusters Score -4830710 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9487 members 
Mstep: Class 2 contains 28665 members 
Entering Unmasked Estep 
Score: -4830702.000000 Penalty: 3428.533447
	Iteration 155Q: 3 clusters Score -4830702 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9473 members 
Mstep: Class 2 contains 28679 members 
Entering Unmasked Estep 
Score: -4830709.500000 Penalty: 3428.533447
	Iteration 156Q: 3 clusters Score -4830710 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9462 members 
Mstep: Class 2 contains 28690 members 
Entering Unmasked Estep 
Score: -4830717.500000 Penalty: 3428.533447
	Iteration 157Q: 3 clusters Score -4830718 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9450 members 
Mstep: Class 2 contains 28702 members 
Entering Unmasked Estep 
Score: -4830715.000000 Penalty: 3428.533447
	Iteration 158Q: 3 clusters Score -4830715 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9436 members 
Mstep: Class 2 contains 28716 members 
Entering Unmasked Estep 
Score: -4830719.000000 Penalty: 3428.533447
	Iteration 159Q: 3 clusters Score -4830719 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9421 members 
Mstep: Class 2 contains 28731 members 
Entering Unmasked Estep 
Score: -4830726.000000 Penalty: 3428.533447
	Iteration 160F: 3 clusters Score -4830726 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9409 members 
Mstep: Class 2 contains 28743 members 
Entering Unmasked Estep 
Score: -4830729.000000 Penalty: 3428.533447
	Iteration 161Q: 3 clusters Score -4830729 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9394 members 
Mstep: Class 2 contains 28758 members 
Entering Unmasked Estep 
Score: -4830726.500000 Penalty: 3428.533447
	Iteration 162Q: 3 clusters Score -4830726 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9380 members 
Mstep: Class 2 contains 28772 members 
Entering Unmasked Estep 
Score: -4830728.500000 Penalty: 3428.533447
	Iteration 163Q: 3 clusters Score -4830728 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9365 members 
Mstep: Class 2 contains 28787 members 
Entering Unmasked Estep 
Score: -4830733.500000 Penalty: 3428.533447
	Iteration 164Q: 3 clusters Score -4830734 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9348 members 
Mstep: Class 2 contains 28804 members 
Entering Unmasked Estep 
Score: -4830730.000000 Penalty: 3428.533447
	Iteration 165Q: 3 clusters Score -4830730 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9327 members 
Mstep: Class 2 contains 28825 members 
Entering Unmasked Estep 
Score: -4830728.000000 Penalty: 3428.533447
	Iteration 166Q: 3 clusters Score -4830728 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9305 members 
Mstep: Class 2 contains 28847 members 
Entering Unmasked Estep 
Score: -4830729.000000 Penalty: 3428.533447
	Iteration 167Q: 3 clusters Score -4830729 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9291 members 
Mstep: Class 2 contains 28861 members 
Entering Unmasked Estep 
Score: -4830734.000000 Penalty: 3428.533447
	Iteration 168Q: 3 clusters Score -4830734 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9274 members 
Mstep: Class 2 contains 28878 members 
Entering Unmasked Estep 
Score: -4830739.000000 Penalty: 3428.533447
	Iteration 169Q: 3 clusters Score -4830739 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9257 members 
Mstep: Class 2 contains 28895 members 
Entering Unmasked Estep 
Score: -4830736.500000 Penalty: 3428.533447
	Iteration 170Q: 3 clusters Score -4830736 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9232 members 
Mstep: Class 2 contains 28920 members 
Entering Unmasked Estep 
Score: -4830732.000000 Penalty: 3428.533447
	Iteration 171Q: 3 clusters Score -4830732 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9201 members 
Mstep: Class 2 contains 28951 members 
Entering Unmasked Estep 
Score: -4830737.000000 Penalty: 3428.533447
	Iteration 172Q: 3 clusters Score -4830737 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9171 members 
Mstep: Class 2 contains 28981 members 
Entering Unmasked Estep 
Score: -4830739.000000 Penalty: 3428.533447
	Iteration 173Q: 3 clusters Score -4830739 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9144 members 
Mstep: Class 2 contains 29008 members 
Entering Unmasked Estep 
Score: -4830744.000000 Penalty: 3428.533447
	Iteration 174Q: 3 clusters Score -4830744 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9119 members 
Mstep: Class 2 contains 29033 members 
Entering Unmasked Estep 
Score: -4830737.500000 Penalty: 3428.533447
	Iteration 175Q: 3 clusters Score -4830738 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9096 members 
Mstep: Class 2 contains 29056 members 
Entering Unmasked Estep 
Score: -4830741.000000 Penalty: 3428.533447
	Iteration 176Q: 3 clusters Score -4830741 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9079 members 
Mstep: Class 2 contains 29073 members 
Entering Unmasked Estep 
Score: -4830739.500000 Penalty: 3428.533447
	Iteration 177Q: 3 clusters Score -4830740 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9061 members 
Mstep: Class 2 contains 29091 members 
Entering Unmasked Estep 
Score: -4830747.000000 Penalty: 3428.533447
	Iteration 178Q: 3 clusters Score -4830747 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9051 members 
Mstep: Class 2 contains 29101 members 
Entering Unmasked Estep 
Score: -4830742.000000 Penalty: 3428.533447
	Iteration 179Q: 3 clusters Score -4830742 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9038 members 
Mstep: Class 2 contains 29114 members 
Entering Unmasked Estep 
Score: -4830744.000000 Penalty: 3428.533447
	Iteration 180F: 3 clusters Score -4830744 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9032 members 
Mstep: Class 2 contains 29120 members 
Entering Unmasked Estep 
Score: -4830736.500000 Penalty: 3428.533447
	Iteration 181Q: 3 clusters Score -4830736 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9025 members 
Mstep: Class 2 contains 29127 members 
Entering Unmasked Estep 
Score: -4830741.000000 Penalty: 3428.533447
	Iteration 182Q: 3 clusters Score -4830741 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9018 members 
Mstep: Class 2 contains 29134 members 
Entering Unmasked Estep 
Score: -4830742.500000 Penalty: 3428.533447
	Iteration 183Q: 3 clusters Score -4830742 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9011 members 
Mstep: Class 2 contains 29141 members 
Entering Unmasked Estep 
Score: -4830742.000000 Penalty: 3428.533447
	Iteration 184Q: 3 clusters Score -4830742 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8999 members 
Mstep: Class 2 contains 29153 members 
Entering Unmasked Estep 
Score: -4830741.500000 Penalty: 3428.533447
	Iteration 185Q: 3 clusters Score -4830742 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8984 members 
Mstep: Class 2 contains 29168 members 
Entering Unmasked Estep 
Score: -4830741.000000 Penalty: 3428.533447
	Iteration 186Q: 3 clusters Score -4830741 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8974 members 
Mstep: Class 2 contains 29178 members 
Entering Unmasked Estep 
Score: -4830741.500000 Penalty: 3428.533447
	Iteration 187Q: 3 clusters Score -4830742 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8969 members 
Mstep: Class 2 contains 29183 members 
Entering Unmasked Estep 
Score: -4830739.000000 Penalty: 3428.533447
	Iteration 188Q: 3 clusters Score -4830739 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8964 members 
Mstep: Class 2 contains 29188 members 
Entering Unmasked Estep 
Score: -4830736.000000 Penalty: 3428.533447
	Iteration 189Q: 3 clusters Score -4830736 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8961 members 
Mstep: Class 2 contains 29191 members 
Entering Unmasked Estep 
Score: -4830730.000000 Penalty: 3428.533447
	Iteration 190Q: 3 clusters Score -4830730 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8960 members 
Mstep: Class 2 contains 29192 members 
Entering Unmasked Estep 
Score: -4830732.000000 Penalty: 3428.533447
	Iteration 191Q: 3 clusters Score -4830732 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8959 members 
Mstep: Class 2 contains 29193 members 
Entering Unmasked Estep 
Score: -4830733.000000 Penalty: 3428.533447
	Iteration 192Q: 3 clusters Score -4830733 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8958 members 
Mstep: Class 2 contains 29194 members 
Entering Unmasked Estep 
Score: -4830735.000000 Penalty: 3428.533447
	Iteration 193Q: 3 clusters Score -4830735 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8957 members 
Mstep: Class 2 contains 29195 members 
Entering Unmasked Estep 
Score: -4830733.000000 Penalty: 3428.533447
	Iteration 194Q: 3 clusters Score -4830733 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8955 members 
Mstep: Class 2 contains 29197 members 
Entering Unmasked Estep 
Score: -4830733.000000 Penalty: 3428.533447
	Iteration 195Q: 3 clusters Score -4830733 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8953 members 
Mstep: Class 2 contains 29199 members 
Entering Unmasked Estep 
Score: -4830732.500000 Penalty: 3428.533447
	Iteration 196Q: 3 clusters Score -4830732 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8950 members 
Mstep: Class 2 contains 29202 members 
Entering Unmasked Estep 
Score: -4830731.500000 Penalty: 3428.533447
	Iteration 197Q: 3 clusters Score -4830732 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8946 members 
Mstep: Class 2 contains 29206 members 
Entering Unmasked Estep 
Score: -4830729.500000 Penalty: 3428.533447
	Iteration 198Q: 3 clusters Score -4830730 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8943 members 
Mstep: Class 2 contains 29209 members 
Entering Unmasked Estep 
Score: -4830732.000000 Penalty: 3428.533447
	Iteration 199Q: 3 clusters Score -4830732 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8942 members 
Mstep: Class 2 contains 29210 members 
Entering Unmasked Estep 
Score: -4830733.500000 Penalty: 3428.533447
	Iteration 200F: 3 clusters Score -4830734 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (18758 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18758 members 
Entering Unmasked Estep 
Score: -2188978.500000 Penalty: 1598.898560
	Iteration 0F: 2 clusters Score -2188978 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9333 members 
Mstep: Class 2 contains 9425 members 
Entering Unmasked Estep 
Score: -2176225.250000 Penalty: 3197.797119
	Iteration 0F: 3 clusters Score -2176225 nChanged 8459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9022 members 
Mstep: Class 2 contains 9736 members 
Entering Unmasked Estep 
Score: -2181339.500000 Penalty: 3197.797119
	Iteration 1F: 3 clusters Score -2181340 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8897 members 
Mstep: Class 2 contains 9861 members 
Entering Unmasked Estep 
Score: -2181948.500000 Penalty: 3197.797119
	Iteration 2F: 3 clusters Score -2181948 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8750 members 
Mstep: Class 2 contains 10008 members 
Entering Unmasked Estep 
Score: -2182548.500000 Penalty: 3197.797119
	Iteration 3F: 3 clusters Score -2182548 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8569 members 
Mstep: Class 2 contains 10189 members 
Entering Unmasked Estep 
Score: -2183201.250000 Penalty: 3197.797119
	Iteration 4F: 3 clusters Score -2183201 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8404 members 
Mstep: Class 2 contains 10354 members 
Entering Unmasked Estep 
Score: -2183779.250000 Penalty: 3197.797119
	Iteration 5F: 3 clusters Score -2183779 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8237 members 
Mstep: Class 2 contains 10521 members 
Entering Unmasked Estep 
Score: -2184324.250000 Penalty: 3197.797119
	Iteration 6Q: 3 clusters Score -2184324 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8077 members 
Mstep: Class 2 contains 10681 members 
Entering Unmasked Estep 
Score: -2184805.750000 Penalty: 3197.797119
	Iteration 7Q: 3 clusters Score -2184806 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7945 members 
Mstep: Class 2 contains 10813 members 
Entering Unmasked Estep 
Score: -2185158.500000 Penalty: 3197.797119
	Iteration 8Q: 3 clusters Score -2185158 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7771 members 
Mstep: Class 2 contains 10987 members 
Entering Unmasked Estep 
Score: -2185386.500000 Penalty: 3197.797119
	Iteration 9Q: 3 clusters Score -2185386 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7589 members 
Mstep: Class 2 contains 11169 members 
Entering Unmasked Estep 
Score: -2185564.750000 Penalty: 3197.797119
	Iteration 10Q: 3 clusters Score -2185565 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7401 members 
Mstep: Class 2 contains 11357 members 
Entering Unmasked Estep 
Score: -2185662.750000 Penalty: 3197.797119
	Iteration 11Q: 3 clusters Score -2185663 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7247 members 
Mstep: Class 2 contains 11511 members 
Entering Unmasked Estep 
Score: -2185733.750000 Penalty: 3197.797119
	Iteration 12Q: 3 clusters Score -2185734 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7093 members 
Mstep: Class 2 contains 11665 members 
Entering Unmasked Estep 
Score: -2185795.250000 Penalty: 3197.797119
	Iteration 13Q: 3 clusters Score -2185795 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6947 members 
Mstep: Class 2 contains 11811 members 
Entering Unmasked Estep 
Score: -2185826.500000 Penalty: 3197.797119
	Iteration 14Q: 3 clusters Score -2185826 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6829 members 
Mstep: Class 2 contains 11929 members 
Entering Unmasked Estep 
Score: -2185860.750000 Penalty: 3197.797119
	Iteration 15Q: 3 clusters Score -2185861 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6712 members 
Mstep: Class 2 contains 12046 members 
Entering Unmasked Estep 
Score: -2185894.750000 Penalty: 3197.797119
	Iteration 16Q: 3 clusters Score -2185895 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6599 members 
Mstep: Class 2 contains 12159 members 
Entering Unmasked Estep 
Score: -2185922.250000 Penalty: 3197.797119
	Iteration 17Q: 3 clusters Score -2185922 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6502 members 
Mstep: Class 2 contains 12256 members 
Entering Unmasked Estep 
Score: -2185945.500000 Penalty: 3197.797119
	Iteration 18Q: 3 clusters Score -2185946 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6395 members 
Mstep: Class 2 contains 12363 members 
Entering Unmasked Estep 
Score: -2185964.500000 Penalty: 3197.797119
	Iteration 19Q: 3 clusters Score -2185964 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6284 members 
Mstep: Class 2 contains 12474 members 
Entering Unmasked Estep 
Score: -2185991.500000 Penalty: 3197.797119
	Iteration 20F: 3 clusters Score -2185992 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6171 members 
Mstep: Class 2 contains 12587 members 
Entering Unmasked Estep 
Score: -2186024.500000 Penalty: 3197.797119
	Iteration 21Q: 3 clusters Score -2186024 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6048 members 
Mstep: Class 2 contains 12710 members 
Entering Unmasked Estep 
Score: -2186054.250000 Penalty: 3197.797119
	Iteration 22Q: 3 clusters Score -2186054 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5925 members 
Mstep: Class 2 contains 12833 members 
Entering Unmasked Estep 
Score: -2186083.250000 Penalty: 3197.797119
	Iteration 23Q: 3 clusters Score -2186083 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5765 members 
Mstep: Class 2 contains 12993 members 
Entering Unmasked Estep 
Score: -2186117.250000 Penalty: 3197.797119
	Iteration 24Q: 3 clusters Score -2186117 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5615 members 
Mstep: Class 2 contains 13143 members 
Entering Unmasked Estep 
Score: -2186156.500000 Penalty: 3197.797119
	Iteration 25Q: 3 clusters Score -2186156 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5465 members 
Mstep: Class 2 contains 13293 members 
Entering Unmasked Estep 
Score: -2186193.000000 Penalty: 3197.797119
	Iteration 26Q: 3 clusters Score -2186193 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 13450 members 
Entering Unmasked Estep 
Score: -2186228.000000 Penalty: 3197.797119
	Iteration 27Q: 3 clusters Score -2186228 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5149 members 
Mstep: Class 2 contains 13609 members 
Entering Unmasked Estep 
Score: -2186263.750000 Penalty: 3197.797119
	Iteration 28Q: 3 clusters Score -2186264 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Mstep: Class 2 contains 13760 members 
Entering Unmasked Estep 
Score: -2186301.750000 Penalty: 3197.797119
	Iteration 29Q: 3 clusters Score -2186302 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 13902 members 
Entering Unmasked Estep 
Score: -2186335.500000 Penalty: 3197.797119
	Iteration 30Q: 3 clusters Score -2186336 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 14037 members 
Entering Unmasked Estep 
Score: -2186361.500000 Penalty: 3197.797119
	Iteration 31Q: 3 clusters Score -2186362 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 14176 members 
Entering Unmasked Estep 
Score: -2186401.000000 Penalty: 3197.797119
	Iteration 32Q: 3 clusters Score -2186401 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 14335 members 
Entering Unmasked Estep 
Score: -2186438.750000 Penalty: 3197.797119
	Iteration 33Q: 3 clusters Score -2186439 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 14509 members 
Entering Unmasked Estep 
Score: -2186494.750000 Penalty: 3197.797119
	Iteration 34Q: 3 clusters Score -2186495 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 14678 members 
Entering Unmasked Estep 
Score: -2186544.750000 Penalty: 3197.797119
	Iteration 35Q: 3 clusters Score -2186545 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 14883 members 
Entering Unmasked Estep 
Score: -2186604.500000 Penalty: 3197.797119
	Iteration 36Q: 3 clusters Score -2186604 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 15078 members 
Entering Unmasked Estep 
Score: -2186678.000000 Penalty: 3197.797119
	Iteration 37Q: 3 clusters Score -2186678 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 15271 members 
Entering Unmasked Estep 
Score: -2186733.500000 Penalty: 3197.797119
	Iteration 38Q: 3 clusters Score -2186734 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 15468 members 
Entering Unmasked Estep 
Score: -2186801.500000 Penalty: 3197.797119
	Iteration 39Q: 3 clusters Score -2186802 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 15682 members 
Entering Unmasked Estep 
Score: -2186871.750000 Penalty: 3197.797119
	Iteration 40F: 3 clusters Score -2186872 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 15893 members 
Entering Unmasked Estep 
Score: -2186951.250000 Penalty: 3197.797119
	Iteration 41Q: 3 clusters Score -2186951 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 16085 members 
Entering Unmasked Estep 
Score: -2187034.750000 Penalty: 3197.797119
	Iteration 42Q: 3 clusters Score -2187035 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 16288 members 
Entering Unmasked Estep 
Score: -2187117.750000 Penalty: 3197.797119
	Iteration 43Q: 3 clusters Score -2187118 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 16489 members 
Entering Unmasked Estep 
Score: -2187215.500000 Penalty: 3197.797119
	Iteration 44Q: 3 clusters Score -2187216 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 16671 members 
Entering Unmasked Estep 
Score: -2187302.000000 Penalty: 3197.797119
	Iteration 45Q: 3 clusters Score -2187302 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 16829 members 
Entering Unmasked Estep 
Score: -2187364.000000 Penalty: 3197.797119
	Iteration 46Q: 3 clusters Score -2187364 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 16994 members 
Entering Unmasked Estep 
Score: -2187443.000000 Penalty: 3197.797119
	Iteration 47Q: 3 clusters Score -2187443 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 17144 members 
Entering Unmasked Estep 
Score: -2187514.250000 Penalty: 3197.797119
	Iteration 48Q: 3 clusters Score -2187514 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 17291 members 
Entering Unmasked Estep 
Score: -2187591.500000 Penalty: 3197.797119
	Iteration 49Q: 3 clusters Score -2187592 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 17420 members 
Entering Unmasked Estep 
Score: -2187653.750000 Penalty: 3197.797119
	Iteration 50Q: 3 clusters Score -2187654 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 17524 members 
Entering Unmasked Estep 
Score: -2187702.250000 Penalty: 3197.797119
	Iteration 51Q: 3 clusters Score -2187702 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 17602 members 
Entering Unmasked Estep 
Score: -2187746.250000 Penalty: 3197.797119
	Iteration 52Q: 3 clusters Score -2187746 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 17677 members 
Entering Unmasked Estep 
Score: -2187785.250000 Penalty: 3197.797119
	Iteration 53Q: 3 clusters Score -2187785 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 17735 members 
Entering Unmasked Estep 
Score: -2187817.750000 Penalty: 3197.797119
	Iteration 54Q: 3 clusters Score -2187818 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 17790 members 
Entering Unmasked Estep 
Score: -2187850.500000 Penalty: 3197.797119
	Iteration 55Q: 3 clusters Score -2187850 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 17827 members 
Entering Unmasked Estep 
Score: -2187873.750000 Penalty: 3197.797119
	Iteration 56Q: 3 clusters Score -2187874 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 17857 members 
Entering Unmasked Estep 
Score: -2187885.000000 Penalty: 3197.797119
	Iteration 57Q: 3 clusters Score -2187885 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 17873 members 
Entering Unmasked Estep 
Score: -2187897.250000 Penalty: 3197.797119
	Iteration 58Q: 3 clusters Score -2187897 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 17882 members 
Entering Unmasked Estep 
Score: -2187897.750000 Penalty: 3197.797119
	Iteration 59Q: 3 clusters Score -2187898 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 17894 members 
Entering Unmasked Estep 
Score: -2187907.750000 Penalty: 3197.797119
	Iteration 60F: 3 clusters Score -2187908 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 17907 members 
Entering Unmasked Estep 
Score: -2187909.500000 Penalty: 3197.797119
	Iteration 61Q: 3 clusters Score -2187910 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 17916 members 
Entering Unmasked Estep 
Score: -2187913.750000 Penalty: 3197.797119
	Iteration 62Q: 3 clusters Score -2187914 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 17922 members 
Entering Unmasked Estep 
Score: -2187913.250000 Penalty: 3197.797119
	Iteration 63Q: 3 clusters Score -2187913 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 17933 members 
Entering Unmasked Estep 
Score: -2187918.500000 Penalty: 3197.797119
	Iteration 64Q: 3 clusters Score -2187918 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 17941 members 
Entering Unmasked Estep 
Score: -2187923.750000 Penalty: 3197.797119
	Iteration 65Q: 3 clusters Score -2187924 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 17951 members 
Entering Unmasked Estep 
Score: -2187928.500000 Penalty: 3197.797119
	Iteration 66Q: 3 clusters Score -2187928 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 17957 members 
Entering Unmasked Estep 
Score: -2187927.000000 Penalty: 3197.797119
	Iteration 67Q: 3 clusters Score -2187927 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 17960 members 
Entering Unmasked Estep 
Score: -2187923.250000 Penalty: 3197.797119
	Iteration 68Q: 3 clusters Score -2187923 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 17961 members 
Entering Unmasked Estep 
Score: -2187926.000000 Penalty: 3197.797119
	Iteration 69Q: 3 clusters Score -2187926 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 17962 members 
Entering Unmasked Estep 
Score: -2187924.250000 Penalty: 3197.797119
	Iteration 70Q: 3 clusters Score -2187924 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 17962 members 
Entering Unmasked Estep 
Score: -2187924.250000 Penalty: 3197.797119
	Iteration 71F: 3 clusters Score -2187924 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (1388 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Entering Unmasked Estep 
Score: -166469.000000 Penalty: 1175.788086
	Iteration 0F: 2 clusters Score -166469 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -164782.843750 Penalty: 2351.576172
	Iteration 0F: 3 clusters Score -164782.8 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -165246.984375 Penalty: 2351.576172
	Iteration 1F: 3 clusters Score -165247 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -165474.718750 Penalty: 2351.576172
	Iteration 2F: 3 clusters Score -165474.7 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -165633.718750 Penalty: 2351.576172
	Iteration 3F: 3 clusters Score -165633.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -165735.640625 Penalty: 2351.576172
	Iteration 4Q: 3 clusters Score -165735.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -165805.046875 Penalty: 2351.576172
	Iteration 5Q: 3 clusters Score -165805 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -165831.796875 Penalty: 2351.576172
	Iteration 6Q: 3 clusters Score -165831.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -165847.875000 Penalty: 2351.576172
	Iteration 7Q: 3 clusters Score -165847.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -165860.171875 Penalty: 2351.576172
	Iteration 8Q: 3 clusters Score -165860.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -165867.125000 Penalty: 2351.576172
	Iteration 9Q: 3 clusters Score -165867.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -165872.453125 Penalty: 2351.576172
	Iteration 10Q: 3 clusters Score -165872.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -165876.609375 Penalty: 2351.576172
	Iteration 11Q: 3 clusters Score -165876.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -165879.625000 Penalty: 2351.576172
	Iteration 12Q: 3 clusters Score -165879.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -165882.765625 Penalty: 2351.576172
	Iteration 13Q: 3 clusters Score -165882.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -165882.765625 Penalty: 2351.576172
	Iteration 14F: 3 clusters Score -165882.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (24701 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24701 members 
Entering Unmasked Estep 
Score: -3119870.750000 Penalty: 1643.622314
	Iteration 0F: 2 clusters Score -3119871 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12414 members 
Mstep: Class 2 contains 12287 members 
Entering Unmasked Estep 
Score: -3103183.250000 Penalty: 3287.244629
	Iteration 0F: 3 clusters Score -3103183 nChanged 11289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13079 members 
Mstep: Class 2 contains 11622 members 
Entering Unmasked Estep 
Score: -3109552.250000 Penalty: 3287.244629
	Iteration 1F: 3 clusters Score -3109552 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13461 members 
Mstep: Class 2 contains 11240 members 
Entering Unmasked Estep 
Score: -3110064.500000 Penalty: 3287.244629
	Iteration 2F: 3 clusters Score -3110064 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14004 members 
Mstep: Class 2 contains 10697 members 
Entering Unmasked Estep 
Score: -3110569.500000 Penalty: 3287.244629
	Iteration 3F: 3 clusters Score -3110570 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14742 members 
Mstep: Class 2 contains 9959 members 
Entering Unmasked Estep 
Score: -3111196.500000 Penalty: 3287.244629
	Iteration 4F: 3 clusters Score -3111196 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15726 members 
Mstep: Class 2 contains 8975 members 
Entering Unmasked Estep 
Score: -3111947.750000 Penalty: 3287.244629
	Iteration 5F: 3 clusters Score -3111948 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16940 members 
Mstep: Class 2 contains 7761 members 
Entering Unmasked Estep 
Score: -3112844.250000 Penalty: 3287.244629
	Iteration 6F: 3 clusters Score -3112844 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18281 members 
Mstep: Class 2 contains 6420 members 
Entering Unmasked Estep 
Score: -3113827.750000 Penalty: 3287.244629
	Iteration 7F: 3 clusters Score -3113828 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19631 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -3114836.500000 Penalty: 3287.244629
	Iteration 8F: 3 clusters Score -3114836 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20847 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -3115790.500000 Penalty: 3287.244629
	Iteration 9F: 3 clusters Score -3115790 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21850 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -3116661.750000 Penalty: 3287.244629
	Iteration 10Q: 3 clusters Score -3116662 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22616 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -3117367.750000 Penalty: 3287.244629
	Iteration 11Q: 3 clusters Score -3117368 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23128 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -3117904.500000 Penalty: 3287.244629
	Iteration 12Q: 3 clusters Score -3117904 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23397 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -3118183.250000 Penalty: 3287.244629
	Iteration 13Q: 3 clusters Score -3118183 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23557 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -3118308.750000 Penalty: 3287.244629
	Iteration 14Q: 3 clusters Score -3118309 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23662 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -3118379.500000 Penalty: 3287.244629
	Iteration 15Q: 3 clusters Score -3118380 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23733 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -3118418.250000 Penalty: 3287.244629
	Iteration 16Q: 3 clusters Score -3118418 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23788 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -3118459.250000 Penalty: 3287.244629
	Iteration 17Q: 3 clusters Score -3118459 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23839 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -3118482.250000 Penalty: 3287.244629
	Iteration 18Q: 3 clusters Score -3118482 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23882 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -3118509.000000 Penalty: 3287.244629
	Iteration 19Q: 3 clusters Score -3118509 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23918 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -3118529.000000 Penalty: 3287.244629
	Iteration 20F: 3 clusters Score -3118529 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23945 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -3118542.500000 Penalty: 3287.244629
	Iteration 21Q: 3 clusters Score -3118542 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23970 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -3118563.500000 Penalty: 3287.244629
	Iteration 22Q: 3 clusters Score -3118564 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23991 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -3118572.000000 Penalty: 3287.244629
	Iteration 23Q: 3 clusters Score -3118572 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24006 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -3118583.500000 Penalty: 3287.244629
	Iteration 24Q: 3 clusters Score -3118584 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24013 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -3118586.000000 Penalty: 3287.244629
	Iteration 25Q: 3 clusters Score -3118586 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24019 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -3118586.750000 Penalty: 3287.244629
	Iteration 26Q: 3 clusters Score -3118587 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24027 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -3118589.250000 Penalty: 3287.244629
	Iteration 27Q: 3 clusters Score -3118589 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24035 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -3118593.750000 Penalty: 3287.244629
	Iteration 28Q: 3 clusters Score -3118594 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24041 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -3118599.000000 Penalty: 3287.244629
	Iteration 29Q: 3 clusters Score -3118599 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24051 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -3118606.000000 Penalty: 3287.244629
	Iteration 30Q: 3 clusters Score -3118606 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24055 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -3118607.750000 Penalty: 3287.244629
	Iteration 31Q: 3 clusters Score -3118608 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24058 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -3118608.750000 Penalty: 3287.244629
	Iteration 32Q: 3 clusters Score -3118609 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24060 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -3118609.250000 Penalty: 3287.244629
	Iteration 33Q: 3 clusters Score -3118609 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24061 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -3118612.000000 Penalty: 3287.244629
	Iteration 34Q: 3 clusters Score -3118612 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24061 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -3118612.000000 Penalty: 3287.244629
	Iteration 35F: 3 clusters Score -3118612 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (4315 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Entering Unmasked Estep 
Score: -544812.312500 Penalty: 1360.101074
	Iteration 0F: 2 clusters Score -544812.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -541267.187500 Penalty: 2720.202148
	Iteration 0F: 3 clusters Score -541267.2 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -542180.125000 Penalty: 2720.202148
	Iteration 1F: 3 clusters Score -542180.1 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -542345.000000 Penalty: 2720.202148
	Iteration 2F: 3 clusters Score -542345 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -542430.500000 Penalty: 2720.202148
	Iteration 3Q: 3 clusters Score -542430.5 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -542490.000000 Penalty: 2720.202148
	Iteration 4Q: 3 clusters Score -542490 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -542539.000000 Penalty: 2720.202148
	Iteration 5Q: 3 clusters Score -542539 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -542580.562500 Penalty: 2720.202148
	Iteration 6Q: 3 clusters Score -542580.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -542609.812500 Penalty: 2720.202148
	Iteration 7Q: 3 clusters Score -542609.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -542630.125000 Penalty: 2720.202148
	Iteration 8Q: 3 clusters Score -542630.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -542648.687500 Penalty: 2720.202148
	Iteration 9Q: 3 clusters Score -542648.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -542659.562500 Penalty: 2720.202148
	Iteration 10Q: 3 clusters Score -542659.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -542670.812500 Penalty: 2720.202148
	Iteration 11Q: 3 clusters Score -542670.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -542680.187500 Penalty: 2720.202148
	Iteration 12Q: 3 clusters Score -542680.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -542690.000000 Penalty: 2720.202148
	Iteration 13Q: 3 clusters Score -542690 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -542699.750000 Penalty: 2720.202148
	Iteration 14Q: 3 clusters Score -542699.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -542705.812500 Penalty: 2720.202148
	Iteration 15Q: 3 clusters Score -542705.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -542711.687500 Penalty: 2720.202148
	Iteration 16Q: 3 clusters Score -542711.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -542716.250000 Penalty: 2720.202148
	Iteration 17Q: 3 clusters Score -542716.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -542721.187500 Penalty: 2720.202148
	Iteration 18Q: 3 clusters Score -542721.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -542725.875000 Penalty: 2720.202148
	Iteration 19Q: 3 clusters Score -542725.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -542730.375000 Penalty: 2720.202148
	Iteration 20F: 3 clusters Score -542730.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -542735.375000 Penalty: 2720.202148
	Iteration 21Q: 3 clusters Score -542735.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -542743.312500 Penalty: 2720.202148
	Iteration 22Q: 3 clusters Score -542743.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -542749.812500 Penalty: 2720.202148
	Iteration 23Q: 3 clusters Score -542749.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -542758.750000 Penalty: 2720.202148
	Iteration 24Q: 3 clusters Score -542758.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -542765.250000 Penalty: 2720.202148
	Iteration 25Q: 3 clusters Score -542765.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -542772.937500 Penalty: 2720.202148
	Iteration 26Q: 3 clusters Score -542772.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -542779.375000 Penalty: 2720.202148
	Iteration 27Q: 3 clusters Score -542779.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -542787.500000 Penalty: 2720.202148
	Iteration 28Q: 3 clusters Score -542787.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -542797.250000 Penalty: 2720.202148
	Iteration 29Q: 3 clusters Score -542797.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -542801.875000 Penalty: 2720.202148
	Iteration 30Q: 3 clusters Score -542801.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -542811.375000 Penalty: 2720.202148
	Iteration 31Q: 3 clusters Score -542811.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -542819.187500 Penalty: 2720.202148
	Iteration 32Q: 3 clusters Score -542819.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -542828.375000 Penalty: 2720.202148
	Iteration 33Q: 3 clusters Score -542828.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -542834.687500 Penalty: 2720.202148
	Iteration 34Q: 3 clusters Score -542834.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -542840.312500 Penalty: 2720.202148
	Iteration 35Q: 3 clusters Score -542840.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -542848.562500 Penalty: 2720.202148
	Iteration 36Q: 3 clusters Score -542848.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -542856.750000 Penalty: 2720.202148
	Iteration 37Q: 3 clusters Score -542856.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -542866.000000 Penalty: 2720.202148
	Iteration 38Q: 3 clusters Score -542866 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -542873.312500 Penalty: 2720.202148
	Iteration 39Q: 3 clusters Score -542873.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -542883.937500 Penalty: 2720.202148
	Iteration 40F: 3 clusters Score -542883.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -542895.500000 Penalty: 2720.202148
	Iteration 41Q: 3 clusters Score -542895.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -542909.937500 Penalty: 2720.202148
	Iteration 42Q: 3 clusters Score -542909.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -542926.312500 Penalty: 2720.202148
	Iteration 43Q: 3 clusters Score -542926.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -542939.312500 Penalty: 2720.202148
	Iteration 44Q: 3 clusters Score -542939.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -542953.125000 Penalty: 2720.202148
	Iteration 45Q: 3 clusters Score -542953.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -542972.562500 Penalty: 2720.202148
	Iteration 46Q: 3 clusters Score -542972.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -542996.187500 Penalty: 2720.202148
	Iteration 47Q: 3 clusters Score -542996.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -543022.062500 Penalty: 2720.202148
	Iteration 48Q: 3 clusters Score -543022.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -543045.312500 Penalty: 2720.202148
	Iteration 49Q: 3 clusters Score -543045.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -543064.687500 Penalty: 2720.202148
	Iteration 50Q: 3 clusters Score -543064.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -543084.625000 Penalty: 2720.202148
	Iteration 51Q: 3 clusters Score -543084.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -543118.875000 Penalty: 2720.202148
	Iteration 52Q: 3 clusters Score -543118.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -543155.562500 Penalty: 2720.202148
	Iteration 53Q: 3 clusters Score -543155.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -543201.562500 Penalty: 2720.202148
	Iteration 54Q: 3 clusters Score -543201.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -543251.812500 Penalty: 2720.202148
	Iteration 55Q: 3 clusters Score -543251.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -543293.750000 Penalty: 2720.202148
	Iteration 56Q: 3 clusters Score -543293.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -543337.375000 Penalty: 2720.202148
	Iteration 57Q: 3 clusters Score -543337.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -543377.312500 Penalty: 2720.202148
	Iteration 58Q: 3 clusters Score -543377.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -543409.187500 Penalty: 2720.202148
	Iteration 59Q: 3 clusters Score -543409.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -543440.812500 Penalty: 2720.202148
	Iteration 60F: 3 clusters Score -543440.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -543468.562500 Penalty: 2720.202148
	Iteration 61Q: 3 clusters Score -543468.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -543490.250000 Penalty: 2720.202148
	Iteration 62Q: 3 clusters Score -543490.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -543508.125000 Penalty: 2720.202148
	Iteration 63Q: 3 clusters Score -543508.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -543525.125000 Penalty: 2720.202148
	Iteration 64Q: 3 clusters Score -543525.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -543536.250000 Penalty: 2720.202148
	Iteration 65Q: 3 clusters Score -543536.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -543547.312500 Penalty: 2720.202148
	Iteration 66Q: 3 clusters Score -543547.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -543557.937500 Penalty: 2720.202148
	Iteration 67Q: 3 clusters Score -543557.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -543563.937500 Penalty: 2720.202148
	Iteration 68Q: 3 clusters Score -543563.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -543576.375000 Penalty: 2720.202148
	Iteration 69Q: 3 clusters Score -543576.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -543584.000000 Penalty: 2720.202148
	Iteration 70Q: 3 clusters Score -543584 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -543585.437500 Penalty: 2720.202148
	Iteration 71Q: 3 clusters Score -543585.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -543589.500000 Penalty: 2720.202148
	Iteration 72Q: 3 clusters Score -543589.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -543592.687500 Penalty: 2720.202148
	Iteration 73Q: 3 clusters Score -543592.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -543593.187500 Penalty: 2720.202148
	Iteration 74Q: 3 clusters Score -543593.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -543596.000000 Penalty: 2720.202148
	Iteration 75Q: 3 clusters Score -543596 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -543598.562500 Penalty: 2720.202148
	Iteration 76Q: 3 clusters Score -543598.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -543598.937500 Penalty: 2720.202148
	Iteration 77Q: 3 clusters Score -543598.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -543598.937500 Penalty: 2720.202148
	Iteration 78F: 3 clusters Score -543598.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (3286 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Entering Unmasked Estep 
Score: -412124.281250 Penalty: 1315.831787
	Iteration 0F: 2 clusters Score -412124.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -409222.812500 Penalty: 2631.663574
	Iteration 0F: 3 clusters Score -409222.8 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -409945.218750 Penalty: 2631.663574
	Iteration 1F: 3 clusters Score -409945.2 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -410067.218750 Penalty: 2631.663574
	Iteration 2F: 3 clusters Score -410067.2 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -410163.656250 Penalty: 2631.663574
	Iteration 3Q: 3 clusters Score -410163.7 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -410239.906250 Penalty: 2631.663574
	Iteration 4Q: 3 clusters Score -410239.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -410304.093750 Penalty: 2631.663574
	Iteration 5Q: 3 clusters Score -410304.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -410366.812500 Penalty: 2631.663574
	Iteration 6Q: 3 clusters Score -410366.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -410432.500000 Penalty: 2631.663574
	Iteration 7Q: 3 clusters Score -410432.5 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -410501.312500 Penalty: 2631.663574
	Iteration 8Q: 3 clusters Score -410501.3 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -410578.093750 Penalty: 2631.663574
	Iteration 9Q: 3 clusters Score -410578.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -410669.500000 Penalty: 2631.663574
	Iteration 10Q: 3 clusters Score -410669.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -410737.406250 Penalty: 2631.663574
	Iteration 11Q: 3 clusters Score -410737.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -410808.156250 Penalty: 2631.663574
	Iteration 12Q: 3 clusters Score -410808.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -410864.406250 Penalty: 2631.663574
	Iteration 13Q: 3 clusters Score -410864.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -410906.531250 Penalty: 2631.663574
	Iteration 14Q: 3 clusters Score -410906.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -410950.531250 Penalty: 2631.663574
	Iteration 15Q: 3 clusters Score -410950.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -410987.062500 Penalty: 2631.663574
	Iteration 16Q: 3 clusters Score -410987.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -411013.500000 Penalty: 2631.663574
	Iteration 17Q: 3 clusters Score -411013.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -411031.843750 Penalty: 2631.663574
	Iteration 18Q: 3 clusters Score -411031.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -411049.468750 Penalty: 2631.663574
	Iteration 19Q: 3 clusters Score -411049.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -411061.406250 Penalty: 2631.663574
	Iteration 20F: 3 clusters Score -411061.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -411068.843750 Penalty: 2631.663574
	Iteration 21Q: 3 clusters Score -411068.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -411075.500000 Penalty: 2631.663574
	Iteration 22Q: 3 clusters Score -411075.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -411081.218750 Penalty: 2631.663574
	Iteration 23Q: 3 clusters Score -411081.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -411084.718750 Penalty: 2631.663574
	Iteration 24Q: 3 clusters Score -411084.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -411089.031250 Penalty: 2631.663574
	Iteration 25Q: 3 clusters Score -411089 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -411092.500000 Penalty: 2631.663574
	Iteration 26Q: 3 clusters Score -411092.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -411097.218750 Penalty: 2631.663574
	Iteration 27Q: 3 clusters Score -411097.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -411102.968750 Penalty: 2631.663574
	Iteration 28Q: 3 clusters Score -411103 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -411106.656250 Penalty: 2631.663574
	Iteration 29Q: 3 clusters Score -411106.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -411107.656250 Penalty: 2631.663574
	Iteration 30Q: 3 clusters Score -411107.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -411108.562500 Penalty: 2631.663574
	Iteration 31Q: 3 clusters Score -411108.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -411108.343750 Penalty: 2631.663574
	Iteration 32Q: 3 clusters Score -411108.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -411108.562500 Penalty: 2631.663574
	Iteration 33Q: 3 clusters Score -411108.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -411108.562500 Penalty: 2631.663574
	Iteration 34F: 3 clusters Score -411108.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (4545 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Entering Unmasked Estep 
Score: -572205.750000 Penalty: 1368.539795
	Iteration 0F: 2 clusters Score -572205.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -568502.875000 Penalty: 2737.079590
	Iteration 0F: 3 clusters Score -568502.9 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -569467.125000 Penalty: 2737.079590
	Iteration 1F: 3 clusters Score -569467.1 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -569634.625000 Penalty: 2737.079590
	Iteration 2F: 3 clusters Score -569634.6 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -569771.937500 Penalty: 2737.079590
	Iteration 3F: 3 clusters Score -569771.9 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -569877.437500 Penalty: 2737.079590
	Iteration 4Q: 3 clusters Score -569877.4 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -569980.062500 Penalty: 2737.079590
	Iteration 5Q: 3 clusters Score -569980.1 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -570070.812500 Penalty: 2737.079590
	Iteration 6Q: 3 clusters Score -570070.8 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -570142.375000 Penalty: 2737.079590
	Iteration 7Q: 3 clusters Score -570142.4 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -570213.875000 Penalty: 2737.079590
	Iteration 8Q: 3 clusters Score -570213.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -570265.312500 Penalty: 2737.079590
	Iteration 9Q: 3 clusters Score -570265.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -570308.187500 Penalty: 2737.079590
	Iteration 10Q: 3 clusters Score -570308.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -570347.375000 Penalty: 2737.079590
	Iteration 11Q: 3 clusters Score -570347.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -570387.687500 Penalty: 2737.079590
	Iteration 12Q: 3 clusters Score -570387.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -570425.062500 Penalty: 2737.079590
	Iteration 13Q: 3 clusters Score -570425.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -570461.000000 Penalty: 2737.079590
	Iteration 14Q: 3 clusters Score -570461 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -570499.937500 Penalty: 2737.079590
	Iteration 15Q: 3 clusters Score -570499.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -570538.750000 Penalty: 2737.079590
	Iteration 16Q: 3 clusters Score -570538.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -570589.875000 Penalty: 2737.079590
	Iteration 17Q: 3 clusters Score -570589.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -570645.437500 Penalty: 2737.079590
	Iteration 18Q: 3 clusters Score -570645.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -570725.500000 Penalty: 2737.079590
	Iteration 19Q: 3 clusters Score -570725.5 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -570833.312500 Penalty: 2737.079590
	Iteration 20F: 3 clusters Score -570833.3 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -570983.000000 Penalty: 2737.079590
	Iteration 21Q: 3 clusters Score -570983 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -571228.625000 Penalty: 2737.079590
	Iteration 22Q: 3 clusters Score -571228.6 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -571523.625000 Penalty: 2737.079590
	Iteration 23Q: 3 clusters Score -571523.6 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -571729.437500 Penalty: 2737.079590
	Iteration 24Q: 3 clusters Score -571729.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -571840.937500 Penalty: 2737.079590
	Iteration 25Q: 3 clusters Score -571840.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -571923.500000 Penalty: 2737.079590
	Iteration 26Q: 3 clusters Score -571923.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -571977.750000 Penalty: 2737.079590
	Iteration 27Q: 3 clusters Score -571977.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -572014.312500 Penalty: 2737.079590
	Iteration 28Q: 3 clusters Score -572014.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -572037.625000 Penalty: 2737.079590
	Iteration 29Q: 3 clusters Score -572037.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -572049.312500 Penalty: 2737.079590
	Iteration 30Q: 3 clusters Score -572049.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -572056.562500 Penalty: 2737.079590
	Iteration 31Q: 3 clusters Score -572056.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -572059.312500 Penalty: 2737.079590
	Iteration 32Q: 3 clusters Score -572059.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -572062.375000 Penalty: 2737.079590
	Iteration 33Q: 3 clusters Score -572062.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -572063.062500 Penalty: 2737.079590
	Iteration 34Q: 3 clusters Score -572063.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -572065.437500 Penalty: 2737.079590
	Iteration 35Q: 3 clusters Score -572065.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -572066.500000 Penalty: 2737.079590
	Iteration 36Q: 3 clusters Score -572066.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -572068.312500 Penalty: 2737.079590
	Iteration 37Q: 3 clusters Score -572068.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -572067.937500 Penalty: 2737.079590
	Iteration 38Q: 3 clusters Score -572067.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -572069.687500 Penalty: 2737.079590
	Iteration 39Q: 3 clusters Score -572069.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -572072.500000 Penalty: 2737.079590
	Iteration 40F: 3 clusters Score -572072.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -572073.437500 Penalty: 2737.079590
	Iteration 41Q: 3 clusters Score -572073.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -572075.437500 Penalty: 2737.079590
	Iteration 42Q: 3 clusters Score -572075.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -572076.250000 Penalty: 2737.079590
	Iteration 43Q: 3 clusters Score -572076.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -572075.625000 Penalty: 2737.079590
	Iteration 44Q: 3 clusters Score -572075.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -572076.250000 Penalty: 2737.079590
	Iteration 45Q: 3 clusters Score -572076.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -572077.187500 Penalty: 2737.079590
	Iteration 46Q: 3 clusters Score -572077.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -572078.125000 Penalty: 2737.079590
	Iteration 47Q: 3 clusters Score -572078.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -572078.125000 Penalty: 2737.079590
	Iteration 48F: 3 clusters Score -572078.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (4145 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Entering Unmasked Estep 
Score: -471612.843750 Penalty: 1353.569458
	Iteration 0F: 2 clusters Score -471612.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -468142.593750 Penalty: 2707.138916
	Iteration 0F: 3 clusters Score -468142.6 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -469168.468750 Penalty: 2707.138916
	Iteration 1F: 3 clusters Score -469168.5 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -469426.968750 Penalty: 2707.138916
	Iteration 2F: 3 clusters Score -469427 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -469632.406250 Penalty: 2707.138916
	Iteration 3F: 3 clusters Score -469632.4 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -469772.562500 Penalty: 2707.138916
	Iteration 4F: 3 clusters Score -469772.6 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -469876.718750 Penalty: 2707.138916
	Iteration 5Q: 3 clusters Score -469876.7 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -469962.625000 Penalty: 2707.138916
	Iteration 6Q: 3 clusters Score -469962.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -470035.000000 Penalty: 2707.138916
	Iteration 7Q: 3 clusters Score -470035 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -470120.062500 Penalty: 2707.138916
	Iteration 8Q: 3 clusters Score -470120.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -470203.281250 Penalty: 2707.138916
	Iteration 9Q: 3 clusters Score -470203.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -470281.937500 Penalty: 2707.138916
	Iteration 10Q: 3 clusters Score -470281.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -470344.468750 Penalty: 2707.138916
	Iteration 11Q: 3 clusters Score -470344.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -470395.406250 Penalty: 2707.138916
	Iteration 12Q: 3 clusters Score -470395.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -470441.218750 Penalty: 2707.138916
	Iteration 13Q: 3 clusters Score -470441.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -470482.000000 Penalty: 2707.138916
	Iteration 14Q: 3 clusters Score -470482 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -470518.437500 Penalty: 2707.138916
	Iteration 15Q: 3 clusters Score -470518.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -470548.625000 Penalty: 2707.138916
	Iteration 16Q: 3 clusters Score -470548.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -470580.000000 Penalty: 2707.138916
	Iteration 17Q: 3 clusters Score -470580 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -470604.281250 Penalty: 2707.138916
	Iteration 18Q: 3 clusters Score -470604.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -470627.968750 Penalty: 2707.138916
	Iteration 19Q: 3 clusters Score -470628 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -470654.750000 Penalty: 2707.138916
	Iteration 20F: 3 clusters Score -470654.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -470681.625000 Penalty: 2707.138916
	Iteration 21Q: 3 clusters Score -470681.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -470705.687500 Penalty: 2707.138916
	Iteration 22Q: 3 clusters Score -470705.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -470736.000000 Penalty: 2707.138916
	Iteration 23Q: 3 clusters Score -470736 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -470767.375000 Penalty: 2707.138916
	Iteration 24Q: 3 clusters Score -470767.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -470787.312500 Penalty: 2707.138916
	Iteration 25Q: 3 clusters Score -470787.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -470812.937500 Penalty: 2707.138916
	Iteration 26Q: 3 clusters Score -470812.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -470831.000000 Penalty: 2707.138916
	Iteration 27Q: 3 clusters Score -470831 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -470848.000000 Penalty: 2707.138916
	Iteration 28Q: 3 clusters Score -470848 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -470871.250000 Penalty: 2707.138916
	Iteration 29Q: 3 clusters Score -470871.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -470887.343750 Penalty: 2707.138916
	Iteration 30Q: 3 clusters Score -470887.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -470904.718750 Penalty: 2707.138916
	Iteration 31Q: 3 clusters Score -470904.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -470913.750000 Penalty: 2707.138916
	Iteration 32Q: 3 clusters Score -470913.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -470921.531250 Penalty: 2707.138916
	Iteration 33Q: 3 clusters Score -470921.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -470931.375000 Penalty: 2707.138916
	Iteration 34Q: 3 clusters Score -470931.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -470935.437500 Penalty: 2707.138916
	Iteration 35Q: 3 clusters Score -470935.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -470939.468750 Penalty: 2707.138916
	Iteration 36Q: 3 clusters Score -470939.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -470942.750000 Penalty: 2707.138916
	Iteration 37Q: 3 clusters Score -470942.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -470949.812500 Penalty: 2707.138916
	Iteration 38Q: 3 clusters Score -470949.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -470956.031250 Penalty: 2707.138916
	Iteration 39Q: 3 clusters Score -470956 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -470963.406250 Penalty: 2707.138916
	Iteration 40F: 3 clusters Score -470963.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -470972.812500 Penalty: 2707.138916
	Iteration 41Q: 3 clusters Score -470972.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -470978.187500 Penalty: 2707.138916
	Iteration 42Q: 3 clusters Score -470978.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -470980.937500 Penalty: 2707.138916
	Iteration 43Q: 3 clusters Score -470980.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -470983.218750 Penalty: 2707.138916
	Iteration 44Q: 3 clusters Score -470983.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -470985.531250 Penalty: 2707.138916
	Iteration 45Q: 3 clusters Score -470985.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -470984.906250 Penalty: 2707.138916
	Iteration 46Q: 3 clusters Score -470984.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -470984.906250 Penalty: 2707.138916
	Iteration 47F: 3 clusters Score -470984.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (25809 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25809 members 
Entering Unmasked Estep 
Score: -3311411.500000 Penalty: 1650.752808
	Iteration 0F: 2 clusters Score -3311412 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13059 members 
Mstep: Class 2 contains 12750 members 
Entering Unmasked Estep 
Score: -3293850.000000 Penalty: 3301.505615
	Iteration 0F: 3 clusters Score -3293850 nChanged 11895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14176 members 
Mstep: Class 2 contains 11633 members 
Entering Unmasked Estep 
Score: -3300402.250000 Penalty: 3301.505615
	Iteration 1F: 3 clusters Score -3300402 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14907 members 
Mstep: Class 2 contains 10902 members 
Entering Unmasked Estep 
Score: -3300968.000000 Penalty: 3301.505615
	Iteration 2F: 3 clusters Score -3300968 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15916 members 
Mstep: Class 2 contains 9893 members 
Entering Unmasked Estep 
Score: -3301693.750000 Penalty: 3301.505615
	Iteration 3F: 3 clusters Score -3301694 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17317 members 
Mstep: Class 2 contains 8492 members 
Entering Unmasked Estep 
Score: -3302776.250000 Penalty: 3301.505615
	Iteration 4F: 3 clusters Score -3302776 nChanged 1911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19028 members 
Mstep: Class 2 contains 6781 members 
Entering Unmasked Estep 
Score: -3304287.500000 Penalty: 3301.505615
	Iteration 5F: 3 clusters Score -3304288 nChanged 1960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20862 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -3305983.750000 Penalty: 3301.505615
	Iteration 6F: 3 clusters Score -3305984 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22465 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -3307552.250000 Penalty: 3301.505615
	Iteration 7F: 3 clusters Score -3307552 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23562 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -3308668.500000 Penalty: 3301.505615
	Iteration 8Q: 3 clusters Score -3308668 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24170 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -3309360.000000 Penalty: 3301.505615
	Iteration 9Q: 3 clusters Score -3309360 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24484 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -3309729.000000 Penalty: 3301.505615
	Iteration 10Q: 3 clusters Score -3309729 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24670 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -3309960.500000 Penalty: 3301.505615
	Iteration 11Q: 3 clusters Score -3309960 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24772 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -3310102.750000 Penalty: 3301.505615
	Iteration 12Q: 3 clusters Score -3310103 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24832 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -3310214.250000 Penalty: 3301.505615
	Iteration 13Q: 3 clusters Score -3310214 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24858 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -3310276.000000 Penalty: 3301.505615
	Iteration 14Q: 3 clusters Score -3310276 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24878 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -3310327.500000 Penalty: 3301.505615
	Iteration 15Q: 3 clusters Score -3310328 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24900 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -3310369.750000 Penalty: 3301.505615
	Iteration 16Q: 3 clusters Score -3310370 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24914 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -3310394.500000 Penalty: 3301.505615
	Iteration 17Q: 3 clusters Score -3310394 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24932 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -3310412.000000 Penalty: 3301.505615
	Iteration 18Q: 3 clusters Score -3310412 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24948 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -3310433.500000 Penalty: 3301.505615
	Iteration 19Q: 3 clusters Score -3310434 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24962 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -3310444.750000 Penalty: 3301.505615
	Iteration 20F: 3 clusters Score -3310445 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24982 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -3310462.250000 Penalty: 3301.505615
	Iteration 21Q: 3 clusters Score -3310462 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24999 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -3310476.250000 Penalty: 3301.505615
	Iteration 22Q: 3 clusters Score -3310476 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25002 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -3310482.250000 Penalty: 3301.505615
	Iteration 23Q: 3 clusters Score -3310482 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25006 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -3310487.250000 Penalty: 3301.505615
	Iteration 24Q: 3 clusters Score -3310487 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25008 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -3310486.750000 Penalty: 3301.505615
	Iteration 25Q: 3 clusters Score -3310487 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25014 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -3310487.500000 Penalty: 3301.505615
	Iteration 26Q: 3 clusters Score -3310488 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25021 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -3310489.000000 Penalty: 3301.505615
	Iteration 27Q: 3 clusters Score -3310489 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25024 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -3310492.500000 Penalty: 3301.505615
	Iteration 28Q: 3 clusters Score -3310492 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25028 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -3310494.500000 Penalty: 3301.505615
	Iteration 29Q: 3 clusters Score -3310494 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25034 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -3310502.500000 Penalty: 3301.505615
	Iteration 30Q: 3 clusters Score -3310502 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25041 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -3310509.750000 Penalty: 3301.505615
	Iteration 31Q: 3 clusters Score -3310510 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25043 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -3310516.750000 Penalty: 3301.505615
	Iteration 32Q: 3 clusters Score -3310517 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25047 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -3310518.250000 Penalty: 3301.505615
	Iteration 33Q: 3 clusters Score -3310518 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25049 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -3310521.500000 Penalty: 3301.505615
	Iteration 34Q: 3 clusters Score -3310522 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25050 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -3310520.500000 Penalty: 3301.505615
	Iteration 35Q: 3 clusters Score -3310520 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25051 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -3310522.500000 Penalty: 3301.505615
	Iteration 36Q: 3 clusters Score -3310522 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25052 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -3310524.750000 Penalty: 3301.505615
	Iteration 37Q: 3 clusters Score -3310525 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25054 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -3310524.250000 Penalty: 3301.505615
	Iteration 38Q: 3 clusters Score -3310524 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25055 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -3310526.750000 Penalty: 3301.505615
	Iteration 39Q: 3 clusters Score -3310527 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25056 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -3310529.000000 Penalty: 3301.505615
	Iteration 40F: 3 clusters Score -3310529 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25057 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -3310524.000000 Penalty: 3301.505615
	Iteration 41Q: 3 clusters Score -3310524 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25058 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -3310525.000000 Penalty: 3301.505615
	Iteration 42Q: 3 clusters Score -3310525 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25058 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -3310525.000000 Penalty: 3301.505615
	Iteration 43F: 3 clusters Score -3310525 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (818 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Entering Unmasked Estep 
Score: -102970.804688 Penalty: 1089.865112
	Iteration 0F: 2 clusters Score -102970.8 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 430 members 
Entering Unmasked Estep 
Score: -101640.882812 Penalty: 2179.730225
	Iteration 0F: 3 clusters Score -101640.9 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -101831.640625 Penalty: 2179.730225
	Iteration 1F: 3 clusters Score -101831.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -101893.937500 Penalty: 2179.730225
	Iteration 2F: 3 clusters Score -101893.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -101921.781250 Penalty: 2179.730225
	Iteration 3Q: 3 clusters Score -101921.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -101942.679688 Penalty: 2179.730225
	Iteration 4Q: 3 clusters Score -101942.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -101955.390625 Penalty: 2179.730225
	Iteration 5Q: 3 clusters Score -101955.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -101959.648438 Penalty: 2179.730225
	Iteration 6Q: 3 clusters Score -101959.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -101961.726562 Penalty: 2179.730225
	Iteration 7Q: 3 clusters Score -101961.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -101963.742188 Penalty: 2179.730225
	Iteration 8Q: 3 clusters Score -101963.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -101964.929688 Penalty: 2179.730225
	Iteration 9Q: 3 clusters Score -101964.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -101964.929688 Penalty: 2179.730225
	Iteration 10F: 3 clusters Score -101964.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (3225 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Entering Unmasked Estep 
Score: -404111.656250 Penalty: 1312.786865
	Iteration 0F: 2 clusters Score -404111.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -401301.531250 Penalty: 2625.573730
	Iteration 0F: 3 clusters Score -401301.5 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -401964.875000 Penalty: 2625.573730
	Iteration 1F: 3 clusters Score -401964.9 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -402125.125000 Penalty: 2625.573730
	Iteration 2F: 3 clusters Score -402125.1 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -402219.937500 Penalty: 2625.573730
	Iteration 3F: 3 clusters Score -402219.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -402281.000000 Penalty: 2625.573730
	Iteration 4Q: 3 clusters Score -402281 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -402334.437500 Penalty: 2625.573730
	Iteration 5Q: 3 clusters Score -402334.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -402376.593750 Penalty: 2625.573730
	Iteration 6Q: 3 clusters Score -402376.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -402412.437500 Penalty: 2625.573730
	Iteration 7Q: 3 clusters Score -402412.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -402443.281250 Penalty: 2625.573730
	Iteration 8Q: 3 clusters Score -402443.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -402470.093750 Penalty: 2625.573730
	Iteration 9Q: 3 clusters Score -402470.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -402489.093750 Penalty: 2625.573730
	Iteration 10Q: 3 clusters Score -402489.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -402510.437500 Penalty: 2625.573730
	Iteration 11Q: 3 clusters Score -402510.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -402529.250000 Penalty: 2625.573730
	Iteration 12Q: 3 clusters Score -402529.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -402543.531250 Penalty: 2625.573730
	Iteration 13Q: 3 clusters Score -402543.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -402559.937500 Penalty: 2625.573730
	Iteration 14Q: 3 clusters Score -402559.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -402577.062500 Penalty: 2625.573730
	Iteration 15Q: 3 clusters Score -402577.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -402589.968750 Penalty: 2625.573730
	Iteration 16Q: 3 clusters Score -402590 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -402604.906250 Penalty: 2625.573730
	Iteration 17Q: 3 clusters Score -402604.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -402616.625000 Penalty: 2625.573730
	Iteration 18Q: 3 clusters Score -402616.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -402627.343750 Penalty: 2625.573730
	Iteration 19Q: 3 clusters Score -402627.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -402640.531250 Penalty: 2625.573730
	Iteration 20F: 3 clusters Score -402640.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -402653.125000 Penalty: 2625.573730
	Iteration 21Q: 3 clusters Score -402653.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -402668.843750 Penalty: 2625.573730
	Iteration 22Q: 3 clusters Score -402668.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -402684.000000 Penalty: 2625.573730
	Iteration 23Q: 3 clusters Score -402684 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -402697.031250 Penalty: 2625.573730
	Iteration 24Q: 3 clusters Score -402697 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -402712.281250 Penalty: 2625.573730
	Iteration 25Q: 3 clusters Score -402712.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -402727.031250 Penalty: 2625.573730
	Iteration 26Q: 3 clusters Score -402727 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -402744.562500 Penalty: 2625.573730
	Iteration 27Q: 3 clusters Score -402744.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -402765.687500 Penalty: 2625.573730
	Iteration 28Q: 3 clusters Score -402765.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -402791.156250 Penalty: 2625.573730
	Iteration 29Q: 3 clusters Score -402791.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -402815.031250 Penalty: 2625.573730
	Iteration 30Q: 3 clusters Score -402815 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -402835.062500 Penalty: 2625.573730
	Iteration 31Q: 3 clusters Score -402835.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -402853.656250 Penalty: 2625.573730
	Iteration 32Q: 3 clusters Score -402853.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -402868.812500 Penalty: 2625.573730
	Iteration 33Q: 3 clusters Score -402868.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -402885.156250 Penalty: 2625.573730
	Iteration 34Q: 3 clusters Score -402885.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -402897.468750 Penalty: 2625.573730
	Iteration 35Q: 3 clusters Score -402897.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -402908.937500 Penalty: 2625.573730
	Iteration 36Q: 3 clusters Score -402908.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -402916.968750 Penalty: 2625.573730
	Iteration 37Q: 3 clusters Score -402917 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -402922.218750 Penalty: 2625.573730
	Iteration 38Q: 3 clusters Score -402922.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -402928.718750 Penalty: 2625.573730
	Iteration 39Q: 3 clusters Score -402928.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -402933.718750 Penalty: 2625.573730
	Iteration 40F: 3 clusters Score -402933.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -402940.531250 Penalty: 2625.573730
	Iteration 41Q: 3 clusters Score -402940.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -402946.656250 Penalty: 2625.573730
	Iteration 42Q: 3 clusters Score -402946.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -402954.187500 Penalty: 2625.573730
	Iteration 43Q: 3 clusters Score -402954.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -402959.593750 Penalty: 2625.573730
	Iteration 44Q: 3 clusters Score -402959.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -402965.031250 Penalty: 2625.573730
	Iteration 45Q: 3 clusters Score -402965 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -402970.781250 Penalty: 2625.573730
	Iteration 46Q: 3 clusters Score -402970.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -402975.812500 Penalty: 2625.573730
	Iteration 47Q: 3 clusters Score -402975.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -402983.218750 Penalty: 2625.573730
	Iteration 48Q: 3 clusters Score -402983.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -402989.562500 Penalty: 2625.573730
	Iteration 49Q: 3 clusters Score -402989.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -402992.656250 Penalty: 2625.573730
	Iteration 50Q: 3 clusters Score -402992.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -402995.062500 Penalty: 2625.573730
	Iteration 51Q: 3 clusters Score -402995.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -402997.343750 Penalty: 2625.573730
	Iteration 52Q: 3 clusters Score -402997.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -403001.875000 Penalty: 2625.573730
	Iteration 53Q: 3 clusters Score -403001.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -403007.093750 Penalty: 2625.573730
	Iteration 54Q: 3 clusters Score -403007.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -403011.750000 Penalty: 2625.573730
	Iteration 55Q: 3 clusters Score -403011.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -403016.875000 Penalty: 2625.573730
	Iteration 56Q: 3 clusters Score -403016.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -403021.000000 Penalty: 2625.573730
	Iteration 57Q: 3 clusters Score -403021 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -403024.281250 Penalty: 2625.573730
	Iteration 58Q: 3 clusters Score -403024.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -403028.375000 Penalty: 2625.573730
	Iteration 59Q: 3 clusters Score -403028.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -403032.281250 Penalty: 2625.573730
	Iteration 60F: 3 clusters Score -403032.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -403035.093750 Penalty: 2625.573730
	Iteration 61Q: 3 clusters Score -403035.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -403037.093750 Penalty: 2625.573730
	Iteration 62Q: 3 clusters Score -403037.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -403039.375000 Penalty: 2625.573730
	Iteration 63Q: 3 clusters Score -403039.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -403039.562500 Penalty: 2625.573730
	Iteration 64Q: 3 clusters Score -403039.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -403039.937500 Penalty: 2625.573730
	Iteration 65Q: 3 clusters Score -403039.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -403039.937500 Penalty: 2625.573730
	Iteration 66F: 3 clusters Score -403039.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (22288 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22288 members 
Entering Unmasked Estep 
Score: -2840604.000000 Penalty: 1626.918091
	Iteration 0F: 2 clusters Score -2840604 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11225 members 
Mstep: Class 2 contains 11063 members 
Entering Unmasked Estep 
Score: -2825582.000000 Penalty: 3253.836182
	Iteration 0F: 3 clusters Score -2825582 nChanged 10070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11933 members 
Mstep: Class 2 contains 10355 members 
Entering Unmasked Estep 
Score: -2831218.250000 Penalty: 3253.836182
	Iteration 1F: 3 clusters Score -2831218 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12501 members 
Mstep: Class 2 contains 9787 members 
Entering Unmasked Estep 
Score: -2831859.500000 Penalty: 3253.836182
	Iteration 2F: 3 clusters Score -2831860 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13285 members 
Mstep: Class 2 contains 9003 members 
Entering Unmasked Estep 
Score: -2832591.250000 Penalty: 3253.836182
	Iteration 3F: 3 clusters Score -2832591 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14150 members 
Mstep: Class 2 contains 8138 members 
Entering Unmasked Estep 
Score: -2833441.250000 Penalty: 3253.836182
	Iteration 4F: 3 clusters Score -2833441 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15151 members 
Mstep: Class 2 contains 7137 members 
Entering Unmasked Estep 
Score: -2834321.750000 Penalty: 3253.836182
	Iteration 5F: 3 clusters Score -2834322 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16146 members 
Mstep: Class 2 contains 6142 members 
Entering Unmasked Estep 
Score: -2835109.500000 Penalty: 3253.836182
	Iteration 6F: 3 clusters Score -2835110 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17091 members 
Mstep: Class 2 contains 5197 members 
Entering Unmasked Estep 
Score: -2835765.500000 Penalty: 3253.836182
	Iteration 7F: 3 clusters Score -2835766 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17982 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -2836363.000000 Penalty: 3253.836182
	Iteration 8Q: 3 clusters Score -2836363 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18817 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -2836904.500000 Penalty: 3253.836182
	Iteration 9Q: 3 clusters Score -2836904 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19540 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -2837380.750000 Penalty: 3253.836182
	Iteration 10Q: 3 clusters Score -2837381 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20188 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -2837824.500000 Penalty: 3253.836182
	Iteration 11Q: 3 clusters Score -2837824 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20728 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -2838222.750000 Penalty: 3253.836182
	Iteration 12Q: 3 clusters Score -2838223 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21103 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -2838540.000000 Penalty: 3253.836182
	Iteration 13Q: 3 clusters Score -2838540 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21397 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -2838786.500000 Penalty: 3253.836182
	Iteration 14Q: 3 clusters Score -2838786 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21577 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -2838973.500000 Penalty: 3253.836182
	Iteration 15Q: 3 clusters Score -2838974 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21695 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -2839089.250000 Penalty: 3253.836182
	Iteration 16Q: 3 clusters Score -2839089 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21759 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -2839147.500000 Penalty: 3253.836182
	Iteration 17Q: 3 clusters Score -2839148 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21799 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -2839176.250000 Penalty: 3253.836182
	Iteration 18Q: 3 clusters Score -2839176 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21829 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -2839207.000000 Penalty: 3253.836182
	Iteration 19Q: 3 clusters Score -2839207 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21842 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -2839228.750000 Penalty: 3253.836182
	Iteration 20F: 3 clusters Score -2839229 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21849 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -2839242.250000 Penalty: 3253.836182
	Iteration 21Q: 3 clusters Score -2839242 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21856 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -2839250.250000 Penalty: 3253.836182
	Iteration 22Q: 3 clusters Score -2839250 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21861 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -2839260.750000 Penalty: 3253.836182
	Iteration 23Q: 3 clusters Score -2839261 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21862 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -2839264.500000 Penalty: 3253.836182
	Iteration 24Q: 3 clusters Score -2839264 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21863 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -2839263.750000 Penalty: 3253.836182
	Iteration 25Q: 3 clusters Score -2839264 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21864 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -2839265.750000 Penalty: 3253.836182
	Iteration 26Q: 3 clusters Score -2839266 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21868 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -2839269.500000 Penalty: 3253.836182
	Iteration 27Q: 3 clusters Score -2839270 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21873 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -2839279.500000 Penalty: 3253.836182
	Iteration 28Q: 3 clusters Score -2839280 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21876 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -2839290.250000 Penalty: 3253.836182
	Iteration 29Q: 3 clusters Score -2839290 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21882 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -2839298.000000 Penalty: 3253.836182
	Iteration 30Q: 3 clusters Score -2839298 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21889 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -2839307.500000 Penalty: 3253.836182
	Iteration 31Q: 3 clusters Score -2839308 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21896 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -2839314.750000 Penalty: 3253.836182
	Iteration 32Q: 3 clusters Score -2839315 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21899 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -2839325.750000 Penalty: 3253.836182
	Iteration 33Q: 3 clusters Score -2839326 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21898 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -2839328.500000 Penalty: 3253.836182
	Iteration 34Q: 3 clusters Score -2839328 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21902 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -2839330.500000 Penalty: 3253.836182
	Iteration 35Q: 3 clusters Score -2839330 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21902 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -2839331.250000 Penalty: 3253.836182
	Iteration 36Q: 3 clusters Score -2839331 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21901 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -2839333.750000 Penalty: 3253.836182
	Iteration 37Q: 3 clusters Score -2839334 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21900 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -2839333.250000 Penalty: 3253.836182
	Iteration 38Q: 3 clusters Score -2839333 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21899 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -2839334.000000 Penalty: 3253.836182
	Iteration 39Q: 3 clusters Score -2839334 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21898 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -2839336.000000 Penalty: 3253.836182
	Iteration 40F: 3 clusters Score -2839336 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 47702 members 
Mstep: Class 2 contains 5053 members 
Mstep: Class 3 contains 2089 members 
Mstep: Class 4 contains 3293 members 
Mstep: Class 5 contains 14518 members 
Mstep: Class 6 contains 1279 members 
Mstep: Class 7 contains 476 members 
Mstep: Class 8 contains 10152 members 
Mstep: Class 9 contains 25487 members 
Mstep: Class 10 contains 33094 members 
Mstep: Class 11 contains 2161 members 
Mstep: Class 12 contains 73111 members 
Mstep: Class 13 contains 18147 members 
Mstep: Class 14 contains 143520 members 
Mstep: Class 15 contains 2476 members 
Mstep: Class 16 contains 17980 members 
Mstep: Class 17 contains 9551 members 
Mstep: Class 18 contains 20870 members 
Mstep: Class 19 contains 34755 members 
Mstep: Class 20 contains 5743 members 
Mstep: Class 21 contains 11906 members 
Mstep: Class 22 contains 2981 members 
Mstep: Class 23 contains 21863 members 
Mstep: Class 24 contains 39353 members 
Mstep: Class 25 contains 7912 members 
Mstep: Class 26 contains 3867 members 
Mstep: Class 27 contains 2335 members 
Mstep: Class 28 contains 23620 members 
Mstep: Class 29 contains 409 members 
Mstep: Class 30 contains 3799 members 
Mstep: Class 31 contains 12571 members 
Mstep: Class 32 contains 13691 members 
Mstep: Class 33 contains 8162 members 
Mstep: Class 34 contains 13800 members 
Mstep: Class 35 contains 2404 members 
Mstep: Class 36 contains 11705 members 
Mstep: Class 37 contains 3932 members 
Mstep: Class 38 contains 10123 members 
Mstep: Class 39 contains 38152 members 
Mstep: Class 40 contains 18758 members 
Mstep: Class 41 contains 1388 members 
Mstep: Class 42 contains 24701 members 
Mstep: Class 43 contains 4315 members 
Mstep: Class 44 contains 3286 members 
Mstep: Class 45 contains 4545 members 
Mstep: Class 46 contains 4145 members 
Mstep: Class 47 contains 25809 members 
Mstep: Class 48 contains 818 members 
Mstep: Class 49 contains 3225 members 
Mstep: Class 50 contains 22288 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100308088.000000 Penalty: 112857.750000
Iteration 279F: 52 clusters Score -1.003081e+08 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 47704 members 
Mstep: Class 2 contains 5064 members 
Mstep: Class 3 contains 2089 members 
Mstep: Class 4 contains 3293 members 
Mstep: Class 5 contains 14517 members 
Mstep: Class 6 contains 1279 members 
Mstep: Class 7 contains 476 members 
Mstep: Class 8 contains 10154 members 
Mstep: Class 9 contains 25523 members 
Mstep: Class 10 contains 33102 members 
Mstep: Class 11 contains 2161 members 
Mstep: Class 12 contains 73113 members 
Mstep: Class 13 contains 18148 members 
Mstep: Class 14 contains 143220 members 
Mstep: Class 15 contains 2476 members 
Mstep: Class 16 contains 17980 members 
Mstep: Class 17 contains 9553 members 
Mstep: Class 18 contains 20870 members 
Mstep: Class 19 contains 34761 members 
Mstep: Class 20 contains 5743 members 
Mstep: Class 21 contains 11907 members 
Mstep: Class 22 contains 2981 members 
Mstep: Class 23 contains 21862 members 
Mstep: Class 24 contains 39360 members 
Mstep: Class 25 contains 7913 members 
Mstep: Class 26 contains 3867 members 
Mstep: Class 27 contains 2338 members 
Mstep: Class 28 contains 23629 members 
Mstep: Class 29 contains 409 members 
Mstep: Class 30 contains 3799 members 
Mstep: Class 31 contains 12571 members 
Mstep: Class 32 contains 13686 members 
Mstep: Class 33 contains 8162 members 
Mstep: Class 34 contains 13800 members 
Mstep: Class 35 contains 2404 members 
Mstep: Class 36 contains 11705 members 
Mstep: Class 37 contains 3932 members 
Mstep: Class 38 contains 10123 members 
Mstep: Class 39 contains 38130 members 
Mstep: Class 40 contains 18758 members 
Mstep: Class 41 contains 1388 members 
Mstep: Class 42 contains 24701 members 
Mstep: Class 43 contains 4319 members 
Mstep: Class 44 contains 3286 members 
Mstep: Class 45 contains 4552 members 
Mstep: Class 46 contains 4145 members 
Mstep: Class 47 contains 25809 members 
Mstep: Class 48 contains 818 members 
Mstep: Class 49 contains 3225 members 
Mstep: Class 50 contains 22288 members 
Mstep: Class 51 contains 3488 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100308320.000000 Penalty: 112857.750000
Iteration 280F: 52 clusters Score -1.003083e+08 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 47704 members 
Mstep: Class 2 contains 5064 members 
Mstep: Class 3 contains 2089 members 
Mstep: Class 4 contains 3293 members 
Mstep: Class 5 contains 14515 members 
Mstep: Class 6 contains 1279 members 
Mstep: Class 7 contains 476 members 
Mstep: Class 8 contains 10158 members 
Mstep: Class 9 contains 25579 members 
Mstep: Class 10 contains 33099 members 
Mstep: Class 11 contains 2161 members 
Mstep: Class 12 contains 73115 members 
Mstep: Class 13 contains 18146 members 
Mstep: Class 14 contains 143110 members 
Mstep: Class 15 contains 2478 members 
Mstep: Class 16 contains 17980 members 
Mstep: Class 17 contains 9555 members 
Mstep: Class 18 contains 20871 members 
Mstep: Class 19 contains 34754 members 
Mstep: Class 20 contains 5743 members 
Mstep: Class 21 contains 11907 members 
Mstep: Class 22 contains 2981 members 
Mstep: Class 23 contains 21863 members 
Mstep: Class 24 contains 39355 members 
Mstep: Class 25 contains 7912 members 
Mstep: Class 26 contains 3866 members 
Mstep: Class 27 contains 2339 members 
Mstep: Class 28 contains 23592 members 
Mstep: Class 29 contains 409 members 
Mstep: Class 30 contains 3801 members 
Mstep: Class 31 contains 12571 members 
Mstep: Class 32 contains 13684 members 
Mstep: Class 33 contains 8162 members 
Mstep: Class 34 contains 13800 members 
Mstep: Class 35 contains 2404 members 
Mstep: Class 36 contains 11706 members 
Mstep: Class 37 contains 3932 members 
Mstep: Class 38 contains 10124 members 
Mstep: Class 39 contains 38134 members 
Mstep: Class 40 contains 18757 members 
Mstep: Class 41 contains 1388 members 
Mstep: Class 42 contains 24702 members 
Mstep: Class 43 contains 4317 members 
Mstep: Class 44 contains 3286 members 
Mstep: Class 45 contains 4555 members 
Mstep: Class 46 contains 4145 members 
Mstep: Class 47 contains 25810 members 
Mstep: Class 48 contains 818 members 
Mstep: Class 49 contains 3226 members 
Mstep: Class 50 contains 22288 members 
Mstep: Class 51 contains 3578 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100308344.000000 Penalty: 112857.750000
Iteration 281Q: 52 clusters Score -1.003083e+08 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 47704 members 
Mstep: Class 2 contains 5061 members 
Mstep: Class 3 contains 2089 members 
Mstep: Class 4 contains 3293 members 
Mstep: Class 5 contains 14516 members 
Mstep: Class 6 contains 1279 members 
Mstep: Class 7 contains 476 members 
Mstep: Class 8 contains 10162 members 
Mstep: Class 9 contains 25607 members 
Mstep: Class 10 contains 33095 members 
Mstep: Class 11 contains 2161 members 
Mstep: Class 12 contains 73119 members 
Mstep: Class 13 contains 18145 members 
Mstep: Class 14 contains 143076 members 
Mstep: Class 15 contains 2479 members 
Mstep: Class 16 contains 17980 members 
Mstep: Class 17 contains 9553 members 
Mstep: Class 18 contains 20870 members 
Mstep: Class 19 contains 34750 members 
Mstep: Class 20 contains 5743 members 
Mstep: Class 21 contains 11905 members 
Mstep: Class 22 contains 2982 members 
Mstep: Class 23 contains 21866 members 
Mstep: Class 24 contains 39351 members 
Mstep: Class 25 contains 7912 members 
Mstep: Class 26 contains 3864 members 
Mstep: Class 27 contains 2339 members 
Mstep: Class 28 contains 23547 members 
Mstep: Class 29 contains 409 members 
Mstep: Class 30 contains 3802 members 
Mstep: Class 31 contains 12571 members 
Mstep: Class 32 contains 13683 members 
Mstep: Class 33 contains 8162 members 
Mstep: Class 34 contains 13800 members 
Mstep: Class 35 contains 2404 members 
Mstep: Class 36 contains 11706 members 
Mstep: Class 37 contains 3933 members 
Mstep: Class 38 contains 10125 members 
Mstep: Class 39 contains 38131 members 
Mstep: Class 40 contains 18758 members 
Mstep: Class 41 contains 1388 members 
Mstep: Class 42 contains 24701 members 
Mstep: Class 43 contains 4316 members 
Mstep: Class 44 contains 3286 members 
Mstep: Class 45 contains 4555 members 
Mstep: Class 46 contains 4145 members 
Mstep: Class 47 contains 25810 members 
Mstep: Class 48 contains 818 members 
Mstep: Class 49 contains 3228 members 
Mstep: Class 50 contains 22288 members 
Mstep: Class 51 contains 3638 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100308424.000000 Penalty: 112857.750000
Iteration 282Q: 52 clusters Score -1.003084e+08 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 47704 members 
Mstep: Class 2 contains 5058 members 
Mstep: Class 3 contains 2089 members 
Mstep: Class 4 contains 3293 members 
Mstep: Class 5 contains 14516 members 
Mstep: Class 6 contains 1279 members 
Mstep: Class 7 contains 476 members 
Mstep: Class 8 contains 10162 members 
Mstep: Class 9 contains 25639 members 
Mstep: Class 10 contains 33084 members 
Mstep: Class 11 contains 2161 members 
Mstep: Class 12 contains 73120 members 
Mstep: Class 13 contains 18144 members 
Mstep: Class 14 contains 143039 members 
Mstep: Class 15 contains 2479 members 
Mstep: Class 16 contains 17980 members 
Mstep: Class 17 contains 9553 members 
Mstep: Class 18 contains 20873 members 
Mstep: Class 19 contains 34751 members 
Mstep: Class 20 contains 5743 members 
Mstep: Class 21 contains 11908 members 
Mstep: Class 22 contains 2982 members 
Mstep: Class 23 contains 21867 members 
Mstep: Class 24 contains 39350 members 
Mstep: Class 25 contains 7912 members 
Mstep: Class 26 contains 3863 members 
Mstep: Class 27 contains 2339 members 
Mstep: Class 28 contains 23507 members 
Mstep: Class 29 contains 408 members 
Mstep: Class 30 contains 3799 members 
Mstep: Class 31 contains 12571 members 
Mstep: Class 32 contains 13681 members 
Mstep: Class 33 contains 8162 members 
Mstep: Class 34 contains 13802 members 
Mstep: Class 35 contains 2404 members 
Mstep: Class 36 contains 11706 members 
Mstep: Class 37 contains 3934 members 
Mstep: Class 38 contains 10125 members 
Mstep: Class 39 contains 38136 members 
Mstep: Class 40 contains 18759 members 
Mstep: Class 41 contains 1388 members 
Mstep: Class 42 contains 24700 members 
Mstep: Class 43 contains 4317 members 
Mstep: Class 44 contains 3286 members 
Mstep: Class 45 contains 4555 members 
Mstep: Class 46 contains 4146 members 
Mstep: Class 47 contains 25810 members 
Mstep: Class 48 contains 818 members 
Mstep: Class 49 contains 3228 members 
Mstep: Class 50 contains 22288 members 
Mstep: Class 51 contains 3687 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100308488.000000 Penalty: 112857.750000
Iteration 283Q: 52 clusters Score -1.003085e+08 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 47704 members 
Mstep: Class 2 contains 5052 members 
Mstep: Class 3 contains 2089 members 
Mstep: Class 4 contains 3293 members 
Mstep: Class 5 contains 14516 members 
Mstep: Class 6 contains 1279 members 
Mstep: Class 7 contains 476 members 
Mstep: Class 8 contains 10162 members 
Mstep: Class 9 contains 25659 members 
Mstep: Class 10 contains 33073 members 
Mstep: Class 11 contains 2161 members 
Mstep: Class 12 contains 73119 members 
Mstep: Class 13 contains 18143 members 
Mstep: Class 14 contains 143023 members 
Mstep: Class 15 contains 2479 members 
Mstep: Class 16 contains 17979 members 
Mstep: Class 17 contains 9553 members 
Mstep: Class 18 contains 20875 members 
Mstep: Class 19 contains 34748 members 
Mstep: Class 20 contains 5743 members 
Mstep: Class 21 contains 11909 members 
Mstep: Class 22 contains 2982 members 
Mstep: Class 23 contains 21870 members 
Mstep: Class 24 contains 39348 members 
Mstep: Class 25 contains 7912 members 
Mstep: Class 26 contains 3862 members 
Mstep: Class 27 contains 2339 members 
Mstep: Class 28 contains 23481 members 
Mstep: Class 29 contains 408 members 
Mstep: Class 30 contains 3799 members 
Mstep: Class 31 contains 12571 members 
Mstep: Class 32 contains 13680 members 
Mstep: Class 33 contains 8162 members 
Mstep: Class 34 contains 13803 members 
Mstep: Class 35 contains 2404 members 
Mstep: Class 36 contains 11704 members 
Mstep: Class 37 contains 3934 members 
Mstep: Class 38 contains 10122 members 
Mstep: Class 39 contains 38145 members 
Mstep: Class 40 contains 18761 members 
Mstep: Class 41 contains 1388 members 
Mstep: Class 42 contains 24699 members 
Mstep: Class 43 contains 4316 members 
Mstep: Class 44 contains 3286 members 
Mstep: Class 45 contains 4556 members 
Mstep: Class 46 contains 4149 members 
Mstep: Class 47 contains 25810 members 
Mstep: Class 48 contains 818 members 
Mstep: Class 49 contains 3228 members 
Mstep: Class 50 contains 22288 members 
Mstep: Class 51 contains 3721 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100308496.000000 Penalty: 112857.750000
Iteration 284Q: 52 clusters Score -1.003085e+08 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 47703 members 
Mstep: Class 2 contains 5052 members 
Mstep: Class 3 contains 2089 members 
Mstep: Class 4 contains 3293 members 
Mstep: Class 5 contains 14516 members 
Mstep: Class 6 contains 1279 members 
Mstep: Class 7 contains 476 members 
Mstep: Class 8 contains 10162 members 
Mstep: Class 9 contains 25682 members 
Mstep: Class 10 contains 33073 members 
Mstep: Class 11 contains 2161 members 
Mstep: Class 12 contains 73120 members 
Mstep: Class 13 contains 18142 members 
Mstep: Class 14 contains 142987 members 
Mstep: Class 15 contains 2479 members 
Mstep: Class 16 contains 17979 members 
Mstep: Class 17 contains 9554 members 
Mstep: Class 18 contains 20875 members 
Mstep: Class 19 contains 34747 members 
Mstep: Class 20 contains 5743 members 
Mstep: Class 21 contains 11904 members 
Mstep: Class 22 contains 2983 members 
Mstep: Class 23 contains 21871 members 
Mstep: Class 24 contains 39347 members 
Mstep: Class 25 contains 7912 members 
Mstep: Class 26 contains 3861 members 
Mstep: Class 27 contains 2339 members 
Mstep: Class 28 contains 23450 members 
Mstep: Class 29 contains 408 members 
Mstep: Class 30 contains 3799 members 
Mstep: Class 31 contains 12571 members 
Mstep: Class 32 contains 13680 members 
Mstep: Class 33 contains 8162 members 
Mstep: Class 34 contains 13803 members 
Mstep: Class 35 contains 2404 members 
Mstep: Class 36 contains 11702 members 
Mstep: Class 37 contains 3934 members 
Mstep: Class 38 contains 10122 members 
Mstep: Class 39 contains 38155 members 
Mstep: Class 40 contains 18762 members 
Mstep: Class 41 contains 1388 members 
Mstep: Class 42 contains 24700 members 
Mstep: Class 43 contains 4313 members 
Mstep: Class 44 contains 3286 members 
Mstep: Class 45 contains 4556 members 
Mstep: Class 46 contains 4153 members 
Mstep: Class 47 contains 25811 members 
Mstep: Class 48 contains 818 members 
Mstep: Class 49 contains 3229 members 
Mstep: Class 50 contains 22288 members 
Mstep: Class 51 contains 3758 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100308520.000000 Penalty: 112857.750000
Iteration 285Q: 52 clusters Score -1.003085e+08 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 47703 members 
Mstep: Class 2 contains 5052 members 
Mstep: Class 3 contains 2089 members 
Mstep: Class 4 contains 3293 members 
Mstep: Class 5 contains 14516 members 
Mstep: Class 6 contains 1279 members 
Mstep: Class 7 contains 476 members 
Mstep: Class 8 contains 10163 members 
Mstep: Class 9 contains 25697 members 
Mstep: Class 10 contains 33077 members 
Mstep: Class 11 contains 2161 members 
Mstep: Class 12 contains 73121 members 
Mstep: Class 13 contains 18141 members 
Mstep: Class 14 contains 142961 members 
Mstep: Class 15 contains 2479 members 
Mstep: Class 16 contains 17979 members 
Mstep: Class 17 contains 9551 members 
Mstep: Class 18 contains 20874 members 
Mstep: Class 19 contains 34747 members 
Mstep: Class 20 contains 5743 members 
Mstep: Class 21 contains 11902 members 
Mstep: Class 22 contains 2984 members 
Mstep: Class 23 contains 21871 members 
Mstep: Class 24 contains 39347 members 
Mstep: Class 25 contains 7912 members 
Mstep: Class 26 contains 3861 members 
Mstep: Class 27 contains 2339 members 
Mstep: Class 28 contains 23425 members 
Mstep: Class 29 contains 408 members 
Mstep: Class 30 contains 3799 members 
Mstep: Class 31 contains 12571 members 
Mstep: Class 32 contains 13682 members 
Mstep: Class 33 contains 8162 members 
Mstep: Class 34 contains 13803 members 
Mstep: Class 35 contains 2404 members 
Mstep: Class 36 contains 11701 members 
Mstep: Class 37 contains 3934 members 
Mstep: Class 38 contains 10120 members 
Mstep: Class 39 contains 38166 members 
Mstep: Class 40 contains 18763 members 
Mstep: Class 41 contains 1388 members 
Mstep: Class 42 contains 24700 members 
Mstep: Class 43 contains 4310 members 
Mstep: Class 44 contains 3286 members 
Mstep: Class 45 contains 4556 members 
Mstep: Class 46 contains 4153 members 
Mstep: Class 47 contains 25812 members 
Mstep: Class 48 contains 818 members 
Mstep: Class 49 contains 3229 members 
Mstep: Class 50 contains 22288 members 
Mstep: Class 51 contains 3785 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100308600.000000 Penalty: 112857.750000
Iteration 286Q: 52 clusters Score -1.003086e+08 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 47703 members 
Mstep: Class 2 contains 5052 members 
Mstep: Class 3 contains 2089 members 
Mstep: Class 4 contains 3293 members 
Mstep: Class 5 contains 14516 members 
Mstep: Class 6 contains 1279 members 
Mstep: Class 7 contains 476 members 
Mstep: Class 8 contains 10163 members 
Mstep: Class 9 contains 25708 members 
Mstep: Class 10 contains 33081 members 
Mstep: Class 11 contains 2161 members 
Mstep: Class 12 contains 73123 members 
Mstep: Class 13 contains 18141 members 
Mstep: Class 14 contains 142947 members 
Mstep: Class 15 contains 2479 members 
Mstep: Class 16 contains 17979 members 
Mstep: Class 17 contains 9550 members 
Mstep: Class 18 contains 20874 members 
Mstep: Class 19 contains 34747 members 
Mstep: Class 20 contains 5743 members 
Mstep: Class 21 contains 11902 members 
Mstep: Class 22 contains 2984 members 
Mstep: Class 23 contains 21871 members 
Mstep: Class 24 contains 39346 members 
Mstep: Class 25 contains 7912 members 
Mstep: Class 26 contains 3861 members 
Mstep: Class 27 contains 2339 members 
Mstep: Class 28 contains 23402 members 
Mstep: Class 29 contains 408 members 
Mstep: Class 30 contains 3799 members 
Mstep: Class 31 contains 12571 members 
Mstep: Class 32 contains 13680 members 
Mstep: Class 33 contains 8162 members 
Mstep: Class 34 contains 13803 members 
Mstep: Class 35 contains 2404 members 
Mstep: Class 36 contains 11701 members 
Mstep: Class 37 contains 3934 members 
Mstep: Class 38 contains 10121 members 
Mstep: Class 39 contains 38171 members 
Mstep: Class 40 contains 18765 members 
Mstep: Class 41 contains 1388 members 
Mstep: Class 42 contains 24700 members 
Mstep: Class 43 contains 4309 members 
Mstep: Class 44 contains 3286 members 
Mstep: Class 45 contains 4556 members 
Mstep: Class 46 contains 4153 members 
Mstep: Class 47 contains 25812 members 
Mstep: Class 48 contains 818 members 
Mstep: Class 49 contains 3228 members 
Mstep: Class 50 contains 22288 members 
Mstep: Class 51 contains 3803 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100308528.000000 Penalty: 112857.750000
Iteration 287Q: 52 clusters Score -1.003085e+08 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 47703 members 
Mstep: Class 2 contains 5051 members 
Mstep: Class 3 contains 2089 members 
Mstep: Class 4 contains 3293 members 
Mstep: Class 5 contains 14517 members 
Mstep: Class 6 contains 1279 members 
Mstep: Class 7 contains 476 members 
Mstep: Class 8 contains 10163 members 
Mstep: Class 9 contains 25717 members 
Mstep: Class 10 contains 33093 members 
Mstep: Class 11 contains 2161 members 
Mstep: Class 12 contains 73122 members 
Mstep: Class 13 contains 18141 members 
Mstep: Class 14 contains 142937 members 
Mstep: Class 15 contains 2479 members 
Mstep: Class 16 contains 17979 members 
Mstep: Class 17 contains 9551 members 
Mstep: Class 18 contains 20875 members 
Mstep: Class 19 contains 34747 members 
Mstep: Class 20 contains 5743 members 
Mstep: Class 21 contains 11903 members 
Mstep: Class 22 contains 2984 members 
Mstep: Class 23 contains 21870 members 
Mstep: Class 24 contains 39346 members 
Mstep: Class 25 contains 7912 members 
Mstep: Class 26 contains 3861 members 
Mstep: Class 27 contains 2338 members 
Mstep: Class 28 contains 23379 members 
Mstep: Class 29 contains 408 members 
Mstep: Class 30 contains 3799 members 
Mstep: Class 31 contains 12571 members 
Mstep: Class 32 contains 13678 members 
Mstep: Class 33 contains 8162 members 
Mstep: Class 34 contains 13803 members 
Mstep: Class 35 contains 2404 members 
Mstep: Class 36 contains 11701 members 
Mstep: Class 37 contains 3934 members 
Mstep: Class 38 contains 10121 members 
Mstep: Class 39 contains 38174 members 
Mstep: Class 40 contains 18764 members 
Mstep: Class 41 contains 1388 members 
Mstep: Class 42 contains 24700 members 
Mstep: Class 43 contains 4308 members 
Mstep: Class 44 contains 3286 members 
Mstep: Class 45 contains 4556 members 
Mstep: Class 46 contains 4153 members 
Mstep: Class 47 contains 25812 members 
Mstep: Class 48 contains 818 members 
Mstep: Class 49 contains 3229 members 
Mstep: Class 50 contains 22288 members 
Mstep: Class 51 contains 3815 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100308440.000000 Penalty: 112857.750000
Iteration 288Q: 52 clusters Score -1.003084e+08 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 47703 members 
Mstep: Class 2 contains 5052 members 
Mstep: Class 3 contains 2089 members 
Mstep: Class 4 contains 3293 members 
Mstep: Class 5 contains 14517 members 
Mstep: Class 6 contains 1279 members 
Mstep: Class 7 contains 476 members 
Mstep: Class 8 contains 10163 members 
Mstep: Class 9 contains 25728 members 
Mstep: Class 10 contains 33102 members 
Mstep: Class 11 contains 2161 members 
Mstep: Class 12 contains 73124 members 
Mstep: Class 13 contains 18141 members 
Mstep: Class 14 contains 142920 members 
Mstep: Class 15 contains 2479 members 
Mstep: Class 16 contains 17979 members 
Mstep: Class 17 contains 9551 members 
Mstep: Class 18 contains 20874 members 
Mstep: Class 19 contains 34747 members 
Mstep: Class 20 contains 5743 members 
Mstep: Class 21 contains 11902 members 
Mstep: Class 22 contains 2984 members 
Mstep: Class 23 contains 21870 members 
Mstep: Class 24 contains 39344 members 
Mstep: Class 25 contains 7912 members 
Mstep: Class 26 contains 3861 members 
Mstep: Class 27 contains 2339 members 
Mstep: Class 28 contains 23361 members 
Mstep: Class 29 contains 408 members 
Mstep: Class 30 contains 3799 members 
Mstep: Class 31 contains 12571 members 
Mstep: Class 32 contains 13677 members 
Mstep: Class 33 contains 8162 members 
Mstep: Class 34 contains 13803 members 
Mstep: Class 35 contains 2404 members 
Mstep: Class 36 contains 11701 members 
Mstep: Class 37 contains 3935 members 
Mstep: Class 38 contains 10121 members 
Mstep: Class 39 contains 38178 members 
Mstep: Class 40 contains 18764 members 
Mstep: Class 41 contains 1388 members 
Mstep: Class 42 contains 24701 members 
Mstep: Class 43 contains 4308 members 
Mstep: Class 44 contains 3286 members 
Mstep: Class 45 contains 4556 members 
Mstep: Class 46 contains 4153 members 
Mstep: Class 47 contains 25811 members 
Mstep: Class 48 contains 818 members 
Mstep: Class 49 contains 3229 members 
Mstep: Class 50 contains 22288 members 
Mstep: Class 51 contains 3826 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100308488.000000 Penalty: 112857.750000
Iteration 289Q: 52 clusters Score -1.003085e+08 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 47703 members 
Mstep: Class 2 contains 5052 members 
Mstep: Class 3 contains 2089 members 
Mstep: Class 4 contains 3293 members 
Mstep: Class 5 contains 14517 members 
Mstep: Class 6 contains 1279 members 
Mstep: Class 7 contains 476 members 
Mstep: Class 8 contains 10163 members 
Mstep: Class 9 contains 25740 members 
Mstep: Class 10 contains 33113 members 
Mstep: Class 11 contains 2161 members 
Mstep: Class 12 contains 73125 members 
Mstep: Class 13 contains 18142 members 
Mstep: Class 14 contains 142907 members 
Mstep: Class 15 contains 2479 members 
Mstep: Class 16 contains 17979 members 
Mstep: Class 17 contains 9549 members 
Mstep: Class 18 contains 20874 members 
Mstep: Class 19 contains 34746 members 
Mstep: Class 20 contains 5743 members 
Mstep: Class 21 contains 11899 members 
Mstep: Class 22 contains 2984 members 
Mstep: Class 23 contains 21870 members 
Mstep: Class 24 contains 39342 members 
Mstep: Class 25 contains 7912 members 
Mstep: Class 26 contains 3861 members 
Mstep: Class 27 contains 2339 members 
Mstep: Class 28 contains 23335 members 
Mstep: Class 29 contains 408 members 
Mstep: Class 30 contains 3799 members 
Mstep: Class 31 contains 12571 members 
Mstep: Class 32 contains 13678 members 
Mstep: Class 33 contains 8162 members 
Mstep: Class 34 contains 13803 members 
Mstep: Class 35 contains 2404 members 
Mstep: Class 36 contains 11701 members 
Mstep: Class 37 contains 3937 members 
Mstep: Class 38 contains 10120 members 
Mstep: Class 39 contains 38186 members 
Mstep: Class 40 contains 18765 members 
Mstep: Class 41 contains 1388 members 
Mstep: Class 42 contains 24700 members 
Mstep: Class 43 contains 4308 members 
Mstep: Class 44 contains 3286 members 
Mstep: Class 45 contains 4555 members 
Mstep: Class 46 contains 4154 members 
Mstep: Class 47 contains 25811 members 
Mstep: Class 48 contains 818 members 
Mstep: Class 49 contains 3229 members 
Mstep: Class 50 contains 22288 members 
Mstep: Class 51 contains 3838 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100308424.000000 Penalty: 112857.750000
Iteration 290Q: 52 clusters Score -1.003084e+08 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 47702 members 
Mstep: Class 2 contains 5053 members 
Mstep: Class 3 contains 2089 members 
Mstep: Class 4 contains 3293 members 
Mstep: Class 5 contains 14516 members 
Mstep: Class 6 contains 1279 members 
Mstep: Class 7 contains 476 members 
Mstep: Class 8 contains 10160 members 
Mstep: Class 9 contains 25752 members 
Mstep: Class 10 contains 33120 members 
Mstep: Class 11 contains 2161 members 
Mstep: Class 12 contains 73126 members 
Mstep: Class 13 contains 18142 members 
Mstep: Class 14 contains 142887 members 
Mstep: Class 15 contains 2479 members 
Mstep: Class 16 contains 17979 members 
Mstep: Class 17 contains 9550 members 
Mstep: Class 18 contains 20871 members 
Mstep: Class 19 contains 34747 members 
Mstep: Class 20 contains 5743 members 
Mstep: Class 21 contains 11897 members 
Mstep: Class 22 contains 2984 members 
Mstep: Class 23 contains 21871 members 
Mstep: Class 24 contains 39343 members 
Mstep: Class 25 contains 7912 members 
Mstep: Class 26 contains 3861 members 
Mstep: Class 27 contains 2339 members 
Mstep: Class 28 contains 23308 members 
Mstep: Class 29 contains 408 members 
Mstep: Class 30 contains 3800 members 
Mstep: Class 31 contains 12571 members 
Mstep: Class 32 contains 13678 members 
Mstep: Class 33 contains 8162 members 
Mstep: Class 34 contains 13803 members 
Mstep: Class 35 contains 2404 members 
Mstep: Class 36 contains 11701 members 
Mstep: Class 37 contains 3939 members 
Mstep: Class 38 contains 10120 members 
Mstep: Class 39 contains 38195 members 
Mstep: Class 40 contains 18766 members 
Mstep: Class 41 contains 1388 members 
Mstep: Class 42 contains 24701 members 
Mstep: Class 43 contains 4308 members 
Mstep: Class 44 contains 3286 members 
Mstep: Class 45 contains 4555 members 
Mstep: Class 46 contains 4155 members 
Mstep: Class 47 contains 25811 members 
Mstep: Class 48 contains 818 members 
Mstep: Class 49 contains 3229 members 
Mstep: Class 50 contains 22288 members 
Mstep: Class 51 contains 3855 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100308448.000000 Penalty: 112857.750000
Iteration 291Q: 52 clusters Score -1.003084e+08 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 47699 members 
Mstep: Class 2 contains 5052 members 
Mstep: Class 3 contains 2089 members 
Mstep: Class 4 contains 3293 members 
Mstep: Class 5 contains 14515 members 
Mstep: Class 6 contains 1279 members 
Mstep: Class 7 contains 476 members 
Mstep: Class 8 contains 10162 members 
Mstep: Class 9 contains 25761 members 
Mstep: Class 10 contains 33125 members 
Mstep: Class 11 contains 2161 members 
Mstep: Class 12 contains 73126 members 
Mstep: Class 13 contains 18142 members 
Mstep: Class 14 contains 142863 members 
Mstep: Class 15 contains 2479 members 
Mstep: Class 16 contains 17979 members 
Mstep: Class 17 contains 9549 members 
Mstep: Class 18 contains 20873 members 
Mstep: Class 19 contains 34749 members 
Mstep: Class 20 contains 5743 members 
Mstep: Class 21 contains 11896 members 
Mstep: Class 22 contains 2984 members 
Mstep: Class 23 contains 21870 members 
Mstep: Class 24 contains 39344 members 
Mstep: Class 25 contains 7912 members 
Mstep: Class 26 contains 3860 members 
Mstep: Class 27 contains 2339 members 
Mstep: Class 28 contains 23286 members 
Mstep: Class 29 contains 408 members 
Mstep: Class 30 contains 3800 members 
Mstep: Class 31 contains 12571 members 
Mstep: Class 32 contains 13678 members 
Mstep: Class 33 contains 8162 members 
Mstep: Class 34 contains 13803 members 
Mstep: Class 35 contains 2404 members 
Mstep: Class 36 contains 11701 members 
Mstep: Class 37 contains 3939 members 
Mstep: Class 38 contains 10121 members 
Mstep: Class 39 contains 38205 members 
Mstep: Class 40 contains 18768 members 
Mstep: Class 41 contains 1388 members 
Mstep: Class 42 contains 24701 members 
Mstep: Class 43 contains 4308 members 
Mstep: Class 44 contains 3286 members 
Mstep: Class 45 contains 4555 members 
Mstep: Class 46 contains 4156 members 
Mstep: Class 47 contains 25811 members 
Mstep: Class 48 contains 818 members 
Mstep: Class 49 contains 3229 members 
Mstep: Class 50 contains 22288 members 
Mstep: Class 51 contains 3875 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100308352.000000 Penalty: 112857.750000
Iteration 292Q: 52 clusters Score -1.003084e+08 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 47694 members 
Mstep: Class 2 contains 5052 members 
Mstep: Class 3 contains 2089 members 
Mstep: Class 4 contains 3293 members 
Mstep: Class 5 contains 14513 members 
Mstep: Class 6 contains 1279 members 
Mstep: Class 7 contains 476 members 
Mstep: Class 8 contains 10166 members 
Mstep: Class 9 contains 25772 members 
Mstep: Class 10 contains 33130 members 
Mstep: Class 11 contains 2161 members 
Mstep: Class 12 contains 73125 members 
Mstep: Class 13 contains 18142 members 
Mstep: Class 14 contains 142841 members 
Mstep: Class 15 contains 2479 members 
Mstep: Class 16 contains 17980 members 
Mstep: Class 17 contains 9549 members 
Mstep: Class 18 contains 20875 members 
Mstep: Class 19 contains 34749 members 
Mstep: Class 20 contains 5743 members 
Mstep: Class 21 contains 11895 members 
Mstep: Class 22 contains 2984 members 
Mstep: Class 23 contains 21870 members 
Mstep: Class 24 contains 39342 members 
Mstep: Class 25 contains 7912 members 
Mstep: Class 26 contains 3859 members 
Mstep: Class 27 contains 2340 members 
Mstep: Class 28 contains 23276 members 
Mstep: Class 29 contains 408 members 
Mstep: Class 30 contains 3800 members 
Mstep: Class 31 contains 12571 members 
Mstep: Class 32 contains 13681 members 
Mstep: Class 33 contains 8162 members 
Mstep: Class 34 contains 13804 members 
Mstep: Class 35 contains 2404 members 
Mstep: Class 36 contains 11701 members 
Mstep: Class 37 contains 3939 members 
Mstep: Class 38 contains 10121 members 
Mstep: Class 39 contains 38210 members 
Mstep: Class 40 contains 18766 members 
Mstep: Class 41 contains 1388 members 
Mstep: Class 42 contains 24702 members 
Mstep: Class 43 contains 4308 members 
Mstep: Class 44 contains 3286 members 
Mstep: Class 45 contains 4555 members 
Mstep: Class 46 contains 4156 members 
Mstep: Class 47 contains 25811 members 
Mstep: Class 48 contains 818 members 
Mstep: Class 49 contains 3229 members 
Mstep: Class 50 contains 22288 members 
Mstep: Class 51 contains 3887 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100308352.000000 Penalty: 112857.750000
Iteration 293Q: 52 clusters Score -1.003084e+08 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 47693 members 
Mstep: Class 2 contains 5052 members 
Mstep: Class 3 contains 2089 members 
Mstep: Class 4 contains 3293 members 
Mstep: Class 5 contains 14515 members 
Mstep: Class 6 contains 1279 members 
Mstep: Class 7 contains 476 members 
Mstep: Class 8 contains 10170 members 
Mstep: Class 9 contains 25778 members 
Mstep: Class 10 contains 33130 members 
Mstep: Class 11 contains 2161 members 
Mstep: Class 12 contains 73127 members 
Mstep: Class 13 contains 18141 members 
Mstep: Class 14 contains 142827 members 
Mstep: Class 15 contains 2479 members 
Mstep: Class 16 contains 17980 members 
Mstep: Class 17 contains 9549 members 
Mstep: Class 18 contains 20875 members 
Mstep: Class 19 contains 34747 members 
Mstep: Class 20 contains 5742 members 
Mstep: Class 21 contains 11896 members 
Mstep: Class 22 contains 2984 members 
Mstep: Class 23 contains 21869 members 
Mstep: Class 24 contains 39341 members 
Mstep: Class 25 contains 7912 members 
Mstep: Class 26 contains 3859 members 
Mstep: Class 27 contains 2339 members 
Mstep: Class 28 contains 23270 members 
Mstep: Class 29 contains 408 members 
Mstep: Class 30 contains 3799 members 
Mstep: Class 31 contains 12571 members 
Mstep: Class 32 contains 13684 members 
Mstep: Class 33 contains 8162 members 
Mstep: Class 34 contains 13804 members 
Mstep: Class 35 contains 2404 members 
Mstep: Class 36 contains 11701 members 
Mstep: Class 37 contains 3939 members 
Mstep: Class 38 contains 10120 members 
Mstep: Class 39 contains 38211 members 
Mstep: Class 40 contains 18766 members 
Mstep: Class 41 contains 1388 members 
Mstep: Class 42 contains 24702 members 
Mstep: Class 43 contains 4308 members 
Mstep: Class 44 contains 3286 members 
Mstep: Class 45 contains 4555 members 
Mstep: Class 46 contains 4156 members 
Mstep: Class 47 contains 25811 members 
Mstep: Class 48 contains 818 members 
Mstep: Class 49 contains 3229 members 
Mstep: Class 50 contains 22288 members 
Mstep: Class 51 contains 3898 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100308344.000000 Penalty: 112857.750000
Iteration 294Q: 52 clusters Score -1.003083e+08 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 47689 members 
Mstep: Class 2 contains 5050 members 
Mstep: Class 3 contains 2089 members 
Mstep: Class 4 contains 3293 members 
Mstep: Class 5 contains 14516 members 
Mstep: Class 6 contains 1279 members 
Mstep: Class 7 contains 476 members 
Mstep: Class 8 contains 10173 members 
Mstep: Class 9 contains 25781 members 
Mstep: Class 10 contains 33131 members 
Mstep: Class 11 contains 2161 members 
Mstep: Class 12 contains 73128 members 
Mstep: Class 13 contains 18140 members 
Mstep: Class 14 contains 142813 members 
Mstep: Class 15 contains 2479 members 
Mstep: Class 16 contains 17980 members 
Mstep: Class 17 contains 9549 members 
Mstep: Class 18 contains 20876 members 
Mstep: Class 19 contains 34746 members 
Mstep: Class 20 contains 5742 members 
Mstep: Class 21 contains 11895 members 
Mstep: Class 22 contains 2984 members 
Mstep: Class 23 contains 21870 members 
Mstep: Class 24 contains 39342 members 
Mstep: Class 25 contains 7912 members 
Mstep: Class 26 contains 3859 members 
Mstep: Class 27 contains 2339 members 
Mstep: Class 28 contains 23266 members 
Mstep: Class 29 contains 408 members 
Mstep: Class 30 contains 3798 members 
Mstep: Class 31 contains 12571 members 
Mstep: Class 32 contains 13685 members 
Mstep: Class 33 contains 8162 members 
Mstep: Class 34 contains 13804 members 
Mstep: Class 35 contains 2404 members 
Mstep: Class 36 contains 11701 members 
Mstep: Class 37 contains 3939 members 
Mstep: Class 38 contains 10120 members 
Mstep: Class 39 contains 38212 members 
Mstep: Class 40 contains 18767 members 
Mstep: Class 41 contains 1388 members 
Mstep: Class 42 contains 24702 members 
Mstep: Class 43 contains 4308 members 
Mstep: Class 44 contains 3286 members 
Mstep: Class 45 contains 4555 members 
Mstep: Class 46 contains 4156 members 
Mstep: Class 47 contains 25811 members 
Mstep: Class 48 contains 818 members 
Mstep: Class 49 contains 3229 members 
Mstep: Class 50 contains 22288 members 
Mstep: Class 51 contains 3911 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100308320.000000 Penalty: 112857.750000
Iteration 295Q: 52 clusters Score -1.003083e+08 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 47686 members 
Mstep: Class 2 contains 5050 members 
Mstep: Class 3 contains 2089 members 
Mstep: Class 4 contains 3293 members 
Mstep: Class 5 contains 14516 members 
Mstep: Class 6 contains 1279 members 
Mstep: Class 7 contains 476 members 
Mstep: Class 8 contains 10178 members 
Mstep: Class 9 contains 25781 members 
Mstep: Class 10 contains 33129 members 
Mstep: Class 11 contains 2161 members 
Mstep: Class 12 contains 73129 members 
Mstep: Class 13 contains 18140 members 
Mstep: Class 14 contains 142807 members 
Mstep: Class 15 contains 2479 members 
Mstep: Class 16 contains 17980 members 
Mstep: Class 17 contains 9549 members 
Mstep: Class 18 contains 20877 members 
Mstep: Class 19 contains 34748 members 
Mstep: Class 20 contains 5742 members 
Mstep: Class 21 contains 11894 members 
Mstep: Class 22 contains 2984 members 
Mstep: Class 23 contains 21870 members 
Mstep: Class 24 contains 39342 members 
Mstep: Class 25 contains 7912 members 
Mstep: Class 26 contains 3859 members 
Mstep: Class 27 contains 2339 members 
Mstep: Class 28 contains 23262 members 
Mstep: Class 29 contains 408 members 
Mstep: Class 30 contains 3798 members 
Mstep: Class 31 contains 12571 members 
Mstep: Class 32 contains 13687 members 
Mstep: Class 33 contains 8162 members 
Mstep: Class 34 contains 13804 members 
Mstep: Class 35 contains 2404 members 
Mstep: Class 36 contains 11701 members 
Mstep: Class 37 contains 3939 members 
Mstep: Class 38 contains 10119 members 
Mstep: Class 39 contains 38212 members 
Mstep: Class 40 contains 18767 members 
Mstep: Class 41 contains 1388 members 
Mstep: Class 42 contains 24702 members 
Mstep: Class 43 contains 4308 members 
Mstep: Class 44 contains 3286 members 
Mstep: Class 45 contains 4555 members 
Mstep: Class 46 contains 4156 members 
Mstep: Class 47 contains 25811 members 
Mstep: Class 48 contains 818 members 
Mstep: Class 49 contains 3229 members 
Mstep: Class 50 contains 22288 members 
Mstep: Class 51 contains 3917 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100308304.000000 Penalty: 112857.750000
Iteration 296Q: 52 clusters Score -1.003083e+08 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 47681 members 
Mstep: Class 2 contains 5049 members 
Mstep: Class 3 contains 2089 members 
Mstep: Class 4 contains 3293 members 
Mstep: Class 5 contains 14517 members 
Mstep: Class 6 contains 1279 members 
Mstep: Class 7 contains 476 members 
Mstep: Class 8 contains 10180 members 
Mstep: Class 9 contains 25783 members 
Mstep: Class 10 contains 33132 members 
Mstep: Class 11 contains 2161 members 
Mstep: Class 12 contains 73130 members 
Mstep: Class 13 contains 18140 members 
Mstep: Class 14 contains 142797 members 
Mstep: Class 15 contains 2479 members 
Mstep: Class 16 contains 17980 members 
Mstep: Class 17 contains 9549 members 
Mstep: Class 18 contains 20877 members 
Mstep: Class 19 contains 34746 members 
Mstep: Class 20 contains 5742 members 
Mstep: Class 21 contains 11894 members 
Mstep: Class 22 contains 2984 members 
Mstep: Class 23 contains 21870 members 
Mstep: Class 24 contains 39341 members 
Mstep: Class 25 contains 7912 members 
Mstep: Class 26 contains 3859 members 
Mstep: Class 27 contains 2339 members 
Mstep: Class 28 contains 23261 members 
Mstep: Class 29 contains 408 members 
Mstep: Class 30 contains 3798 members 
Mstep: Class 31 contains 12571 members 
Mstep: Class 32 contains 13689 members 
Mstep: Class 33 contains 8162 members 
Mstep: Class 34 contains 13804 members 
Mstep: Class 35 contains 2404 members 
Mstep: Class 36 contains 11701 members 
Mstep: Class 37 contains 3939 members 
Mstep: Class 38 contains 10119 members 
Mstep: Class 39 contains 38212 members 
Mstep: Class 40 contains 18771 members 
Mstep: Class 41 contains 1388 members 
Mstep: Class 42 contains 24702 members 
Mstep: Class 43 contains 4308 members 
Mstep: Class 44 contains 3286 members 
Mstep: Class 45 contains 4555 members 
Mstep: Class 46 contains 4156 members 
Mstep: Class 47 contains 25811 members 
Mstep: Class 48 contains 818 members 
Mstep: Class 49 contains 3229 members 
Mstep: Class 50 contains 22288 members 
Mstep: Class 51 contains 3922 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100308368.000000 Penalty: 112857.750000
Iteration 297Q: 52 clusters Score -1.003084e+08 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 47683 members 
Mstep: Class 2 contains 5049 members 
Mstep: Class 3 contains 2089 members 
Mstep: Class 4 contains 3293 members 
Mstep: Class 5 contains 14517 members 
Mstep: Class 6 contains 1279 members 
Mstep: Class 7 contains 476 members 
Mstep: Class 8 contains 10181 members 
Mstep: Class 9 contains 25784 members 
Mstep: Class 10 contains 33134 members 
Mstep: Class 11 contains 2161 members 
Mstep: Class 12 contains 73131 members 
Mstep: Class 13 contains 18140 members 
Mstep: Class 14 contains 142792 members 
Mstep: Class 15 contains 2479 members 
Mstep: Class 16 contains 17980 members 
Mstep: Class 17 contains 9549 members 
Mstep: Class 18 contains 20876 members 
Mstep: Class 19 contains 34744 members 
Mstep: Class 20 contains 5741 members 
Mstep: Class 21 contains 11894 members 
Mstep: Class 22 contains 2984 members 
Mstep: Class 23 contains 21869 members 
Mstep: Class 24 contains 39340 members 
Mstep: Class 25 contains 7912 members 
Mstep: Class 26 contains 3859 members 
Mstep: Class 27 contains 2339 members 
Mstep: Class 28 contains 23257 members 
Mstep: Class 29 contains 408 members 
Mstep: Class 30 contains 3798 members 
Mstep: Class 31 contains 12571 members 
Mstep: Class 32 contains 13688 members 
Mstep: Class 33 contains 8162 members 
Mstep: Class 34 contains 13804 members 
Mstep: Class 35 contains 2404 members 
Mstep: Class 36 contains 11701 members 
Mstep: Class 37 contains 3939 members 
Mstep: Class 38 contains 10120 members 
Mstep: Class 39 contains 38212 members 
Mstep: Class 40 contains 18772 members 
Mstep: Class 41 contains 1388 members 
Mstep: Class 42 contains 24702 members 
Mstep: Class 43 contains 4308 members 
Mstep: Class 44 contains 3286 members 
Mstep: Class 45 contains 4555 members 
Mstep: Class 46 contains 4156 members 
Mstep: Class 47 contains 25811 members 
Mstep: Class 48 contains 818 members 
Mstep: Class 49 contains 3229 members 
Mstep: Class 50 contains 22288 members 
Mstep: Class 51 contains 3929 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100308352.000000 Penalty: 112857.750000
Iteration 298Q: 52 clusters Score -1.003084e+08 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 47683 members 
Mstep: Class 2 contains 5049 members 
Mstep: Class 3 contains 2089 members 
Mstep: Class 4 contains 3293 members 
Mstep: Class 5 contains 14517 members 
Mstep: Class 6 contains 1279 members 
Mstep: Class 7 contains 476 members 
Mstep: Class 8 contains 10180 members 
Mstep: Class 9 contains 25786 members 
Mstep: Class 10 contains 33137 members 
Mstep: Class 11 contains 2161 members 
Mstep: Class 12 contains 73132 members 
Mstep: Class 13 contains 18140 members 
Mstep: Class 14 contains 142781 members 
Mstep: Class 15 contains 2479 members 
Mstep: Class 16 contains 17980 members 
Mstep: Class 17 contains 9549 members 
Mstep: Class 18 contains 20874 members 
Mstep: Class 19 contains 34745 members 
Mstep: Class 20 contains 5740 members 
Mstep: Class 21 contains 11894 members 
Mstep: Class 22 contains 2984 members 
Mstep: Class 23 contains 21869 members 
Mstep: Class 24 contains 39341 members 
Mstep: Class 25 contains 7912 members 
Mstep: Class 26 contains 3859 members 
Mstep: Class 27 contains 2339 members 
Mstep: Class 28 contains 23249 members 
Mstep: Class 29 contains 408 members 
Mstep: Class 30 contains 3798 members 
Mstep: Class 31 contains 12571 members 
Mstep: Class 32 contains 13689 members 
Mstep: Class 33 contains 8162 members 
Mstep: Class 34 contains 13804 members 
Mstep: Class 35 contains 2404 members 
Mstep: Class 36 contains 11701 members 
Mstep: Class 37 contains 3940 members 
Mstep: Class 38 contains 10119 members 
Mstep: Class 39 contains 38214 members 
Mstep: Class 40 contains 18774 members 
Mstep: Class 41 contains 1389 members 
Mstep: Class 42 contains 24702 members 
Mstep: Class 43 contains 4308 members 
Mstep: Class 44 contains 3286 members 
Mstep: Class 45 contains 4555 members 
Mstep: Class 46 contains 4156 members 
Mstep: Class 47 contains 25811 members 
Mstep: Class 48 contains 818 members 
Mstep: Class 49 contains 3229 members 
Mstep: Class 50 contains 22288 members 
Mstep: Class 51 contains 3938 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100308432.000000 Penalty: 112857.750000
Iteration 299Q: 52 clusters Score -1.003084e+08 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 47686 members 
Mstep: Class 2 contains 5049 members 
Mstep: Class 3 contains 2089 members 
Mstep: Class 4 contains 3293 members 
Mstep: Class 5 contains 14517 members 
Mstep: Class 6 contains 1279 members 
Mstep: Class 7 contains 476 members 
Mstep: Class 8 contains 10175 members 
Mstep: Class 9 contains 25790 members 
Mstep: Class 10 contains 33137 members 
Mstep: Class 11 contains 2161 members 
Mstep: Class 12 contains 73134 members 
Mstep: Class 13 contains 18140 members 
Mstep: Class 14 contains 142775 members 
Mstep: Class 15 contains 2479 members 
Mstep: Class 16 contains 17980 members 
Mstep: Class 17 contains 9549 members 
Mstep: Class 18 contains 20875 members 
Mstep: Class 19 contains 34746 members 
Mstep: Class 20 contains 5738 members 
Mstep: Class 21 contains 11895 members 
Mstep: Class 22 contains 2984 members 
Mstep: Class 23 contains 21868 members 
Mstep: Class 24 contains 39341 members 
Mstep: Class 25 contains 7912 members 
Mstep: Class 26 contains 3859 members 
Mstep: Class 27 contains 2339 members 
Mstep: Class 28 contains 23243 members 
Mstep: Class 29 contains 408 members 
Mstep: Class 30 contains 3799 members 
Mstep: Class 31 contains 12571 members 
Mstep: Class 32 contains 13691 members 
Mstep: Class 33 contains 8162 members 
Mstep: Class 34 contains 13804 members 
Mstep: Class 35 contains 2404 members 
Mstep: Class 36 contains 11701 members 
Mstep: Class 37 contains 3940 members 
Mstep: Class 38 contains 10118 members 
Mstep: Class 39 contains 38216 members 
Mstep: Class 40 contains 18777 members 
Mstep: Class 41 contains 1389 members 
Mstep: Class 42 contains 24700 members 
Mstep: Class 43 contains 4308 members 
Mstep: Class 44 contains 3286 members 
Mstep: Class 45 contains 4555 members 
Mstep: Class 46 contains 4156 members 
Mstep: Class 47 contains 25811 members 
Mstep: Class 48 contains 818 members 
Mstep: Class 49 contains 3229 members 
Mstep: Class 50 contains 22288 members 
Mstep: Class 51 contains 3941 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100308328.000000 Penalty: 112857.750000
Iteration 300F: 52 clusters Score -1.003083e+08 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 47689 members 
Mstep: Class 2 contains 5049 members 
Mstep: Class 3 contains 2089 members 
Mstep: Class 4 contains 3293 members 
Mstep: Class 5 contains 14516 members 
Mstep: Class 6 contains 1279 members 
Mstep: Class 7 contains 476 members 
Mstep: Class 8 contains 10182 members 
Mstep: Class 9 contains 25796 members 
Mstep: Class 10 contains 33140 members 
Mstep: Class 11 contains 2161 members 
Mstep: Class 12 contains 73135 members 
Mstep: Class 13 contains 18140 members 
Mstep: Class 14 contains 142768 members 
Mstep: Class 15 contains 2479 members 
Mstep: Class 16 contains 17980 members 
Mstep: Class 17 contains 9548 members 
Mstep: Class 18 contains 20874 members 
Mstep: Class 19 contains 34746 members 
Mstep: Class 20 contains 5735 members 
Mstep: Class 21 contains 11894 members 
Mstep: Class 22 contains 2984 members 
Mstep: Class 23 contains 21867 members 
Mstep: Class 24 contains 39341 members 
Mstep: Class 25 contains 7912 members 
Mstep: Class 26 contains 3859 members 
Mstep: Class 27 contains 2339 members 
Mstep: Class 28 contains 23234 members 
Mstep: Class 29 contains 408 members 
Mstep: Class 30 contains 3799 members 
Mstep: Class 31 contains 12571 members 
Mstep: Class 32 contains 13692 members 
Mstep: Class 33 contains 8162 members 
Mstep: Class 34 contains 13804 members 
Mstep: Class 35 contains 2404 members 
Mstep: Class 36 contains 11701 members 
Mstep: Class 37 contains 3940 members 
Mstep: Class 38 contains 10114 members 
Mstep: Class 39 contains 38218 members 
Mstep: Class 40 contains 18776 members 
Mstep: Class 41 contains 1389 members 
Mstep: Class 42 contains 24700 members 
Mstep: Class 43 contains 4308 members 
Mstep: Class 44 contains 3286 members 
Mstep: Class 45 contains 4555 members 
Mstep: Class 46 contains 4156 members 
Mstep: Class 47 contains 25811 members 
Mstep: Class 48 contains 818 members 
Mstep: Class 49 contains 3229 members 
Mstep: Class 50 contains 22288 members 
Mstep: Class 51 contains 3947 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100308312.000000 Penalty: 112857.750000
Iteration 301Q: 52 clusters Score -1.003083e+08 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 47692 members 
Mstep: Class 2 contains 5048 members 
Mstep: Class 3 contains 2089 members 
Mstep: Class 4 contains 3293 members 
Mstep: Class 5 contains 14516 members 
Mstep: Class 6 contains 1279 members 
Mstep: Class 7 contains 476 members 
Mstep: Class 8 contains 10185 members 
Mstep: Class 9 contains 25797 members 
Mstep: Class 10 contains 33137 members 
Mstep: Class 11 contains 2161 members 
Mstep: Class 12 contains 73135 members 
Mstep: Class 13 contains 18140 members 
Mstep: Class 14 contains 142763 members 
Mstep: Class 15 contains 2479 members 
Mstep: Class 16 contains 17980 members 
Mstep: Class 17 contains 9548 members 
Mstep: Class 18 contains 20874 members 
Mstep: Class 19 contains 34747 members 
Mstep: Class 20 contains 5733 members 
Mstep: Class 21 contains 11894 members 
Mstep: Class 22 contains 2984 members 
Mstep: Class 23 contains 21867 members 
Mstep: Class 24 contains 39341 members 
Mstep: Class 25 contains 7912 members 
Mstep: Class 26 contains 3859 members 
Mstep: Class 27 contains 2339 members 
Mstep: Class 28 contains 23231 members 
Mstep: Class 29 contains 409 members 
Mstep: Class 30 contains 3798 members 
Mstep: Class 31 contains 12571 members 
Mstep: Class 32 contains 13693 members 
Mstep: Class 33 contains 8162 members 
Mstep: Class 34 contains 13804 members 
Mstep: Class 35 contains 2404 members 
Mstep: Class 36 contains 11701 members 
Mstep: Class 37 contains 3940 members 
Mstep: Class 38 contains 10111 members 
Mstep: Class 39 contains 38219 members 
Mstep: Class 40 contains 18777 members 
Mstep: Class 41 contains 1389 members 
Mstep: Class 42 contains 24700 members 
Mstep: Class 43 contains 4308 members 
Mstep: Class 44 contains 3286 members 
Mstep: Class 45 contains 4555 members 
Mstep: Class 46 contains 4156 members 
Mstep: Class 47 contains 25811 members 
Mstep: Class 48 contains 818 members 
Mstep: Class 49 contains 3229 members 
Mstep: Class 50 contains 22288 members 
Mstep: Class 51 contains 3953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100308368.000000 Penalty: 112857.750000
Iteration 302Q: 52 clusters Score -1.003084e+08 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 47697 members 
Mstep: Class 2 contains 5048 members 
Mstep: Class 3 contains 2089 members 
Mstep: Class 4 contains 3293 members 
Mstep: Class 5 contains 14516 members 
Mstep: Class 6 contains 1279 members 
Mstep: Class 7 contains 476 members 
Mstep: Class 8 contains 10189 members 
Mstep: Class 9 contains 25798 members 
Mstep: Class 10 contains 33139 members 
Mstep: Class 11 contains 2161 members 
Mstep: Class 12 contains 73134 members 
Mstep: Class 13 contains 18140 members 
Mstep: Class 14 contains 142754 members 
Mstep: Class 15 contains 2479 members 
Mstep: Class 16 contains 17980 members 
Mstep: Class 17 contains 9548 members 
Mstep: Class 18 contains 20873 members 
Mstep: Class 19 contains 34746 members 
Mstep: Class 20 contains 5728 members 
Mstep: Class 21 contains 11894 members 
Mstep: Class 22 contains 2984 members 
Mstep: Class 23 contains 21867 members 
Mstep: Class 24 contains 39340 members 
Mstep: Class 25 contains 7912 members 
Mstep: Class 26 contains 3859 members 
Mstep: Class 27 contains 2339 members 
Mstep: Class 28 contains 23230 members 
Mstep: Class 29 contains 410 members 
Mstep: Class 30 contains 3798 members 
Mstep: Class 31 contains 12571 members 
Mstep: Class 32 contains 13693 members 
Mstep: Class 33 contains 8162 members 
Mstep: Class 34 contains 13804 members 
Mstep: Class 35 contains 2404 members 
Mstep: Class 36 contains 11701 members 
Mstep: Class 37 contains 3940 members 
Mstep: Class 38 contains 10110 members 
Mstep: Class 39 contains 38221 members 
Mstep: Class 40 contains 18777 members 
Mstep: Class 41 contains 1389 members 
Mstep: Class 42 contains 24700 members 
Mstep: Class 43 contains 4308 members 
Mstep: Class 44 contains 3286 members 
Mstep: Class 45 contains 4555 members 
Mstep: Class 46 contains 4156 members 
Mstep: Class 47 contains 25811 members 
Mstep: Class 48 contains 818 members 
Mstep: Class 49 contains 3229 members 
Mstep: Class 50 contains 22288 members 
Mstep: Class 51 contains 3958 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100308360.000000 Penalty: 112857.750000
Iteration 303Q: 52 clusters Score -1.003084e+08 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 47702 members 
Mstep: Class 2 contains 5048 members 
Mstep: Class 3 contains 2089 members 
Mstep: Class 4 contains 3293 members 
Mstep: Class 5 contains 14516 members 
Mstep: Class 6 contains 1279 members 
Mstep: Class 7 contains 476 members 
Mstep: Class 8 contains 10191 members 
Mstep: Class 9 contains 25797 members 
Mstep: Class 10 contains 33139 members 
Mstep: Class 11 contains 2162 members 
Mstep: Class 12 contains 73133 members 
Mstep: Class 13 contains 18140 members 
Mstep: Class 14 contains 142748 members 
Mstep: Class 15 contains 2479 members 
Mstep: Class 16 contains 17980 members 
Mstep: Class 17 contains 9548 members 
Mstep: Class 18 contains 20873 members 
Mstep: Class 19 contains 34748 members 
Mstep: Class 20 contains 5723 members 
Mstep: Class 21 contains 11894 members 
Mstep: Class 22 contains 2984 members 
Mstep: Class 23 contains 21867 members 
Mstep: Class 24 contains 39339 members 
Mstep: Class 25 contains 7912 members 
Mstep: Class 26 contains 3859 members 
Mstep: Class 27 contains 2339 members 
Mstep: Class 28 contains 23228 members 
Mstep: Class 29 contains 411 members 
Mstep: Class 30 contains 3798 members 
Mstep: Class 31 contains 12571 members 
Mstep: Class 32 contains 13693 members 
Mstep: Class 33 contains 8162 members 
Mstep: Class 34 contains 13804 members 
Mstep: Class 35 contains 2404 members 
Mstep: Class 36 contains 11701 members 
Mstep: Class 37 contains 3940 members 
Mstep: Class 38 contains 10107 members 
Mstep: Class 39 contains 38226 members 
Mstep: Class 40 contains 18776 members 
Mstep: Class 41 contains 1389 members 
Mstep: Class 42 contains 24699 members 
Mstep: Class 43 contains 4308 members 
Mstep: Class 44 contains 3286 members 
Mstep: Class 45 contains 4555 members 
Mstep: Class 46 contains 4156 members 
Mstep: Class 47 contains 25811 members 
Mstep: Class 48 contains 818 members 
Mstep: Class 49 contains 3229 members 
Mstep: Class 50 contains 22288 members 
Mstep: Class 51 contains 3963 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100308376.000000 Penalty: 112857.750000
Iteration 304Q: 52 clusters Score -1.003084e+08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 47706 members 
Mstep: Class 2 contains 5048 members 
Mstep: Class 3 contains 2089 members 
Mstep: Class 4 contains 3293 members 
Mstep: Class 5 contains 14516 members 
Mstep: Class 6 contains 1279 members 
Mstep: Class 7 contains 476 members 
Mstep: Class 8 contains 10193 members 
Mstep: Class 9 contains 25803 members 
Mstep: Class 10 contains 33140 members 
Mstep: Class 11 contains 2162 members 
Mstep: Class 12 contains 73132 members 
Mstep: Class 13 contains 18140 members 
Mstep: Class 14 contains 142737 members 
Mstep: Class 15 contains 2479 members 
Mstep: Class 16 contains 17980 members 
Mstep: Class 17 contains 9548 members 
Mstep: Class 18 contains 20873 members 
Mstep: Class 19 contains 34748 members 
Mstep: Class 20 contains 5719 members 
Mstep: Class 21 contains 11894 members 
Mstep: Class 22 contains 2984 members 
Mstep: Class 23 contains 21867 members 
Mstep: Class 24 contains 39338 members 
Mstep: Class 25 contains 7912 members 
Mstep: Class 26 contains 3859 members 
Mstep: Class 27 contains 2339 members 
Mstep: Class 28 contains 23227 members 
Mstep: Class 29 contains 411 members 
Mstep: Class 30 contains 3798 members 
Mstep: Class 31 contains 12571 members 
Mstep: Class 32 contains 13694 members 
Mstep: Class 33 contains 8162 members 
Mstep: Class 34 contains 13804 members 
Mstep: Class 35 contains 2404 members 
Mstep: Class 36 contains 11701 members 
Mstep: Class 37 contains 3940 members 
Mstep: Class 38 contains 10106 members 
Mstep: Class 39 contains 38233 members 
Mstep: Class 40 contains 18777 members 
Mstep: Class 41 contains 1389 members 
Mstep: Class 42 contains 24697 members 
Mstep: Class 43 contains 4308 members 
Mstep: Class 44 contains 3286 members 
Mstep: Class 45 contains 4555 members 
Mstep: Class 46 contains 4156 members 
Mstep: Class 47 contains 25811 members 
Mstep: Class 48 contains 818 members 
Mstep: Class 49 contains 3229 members 
Mstep: Class 50 contains 22288 members 
Mstep: Class 51 contains 3962 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100308304.000000 Penalty: 112857.750000
Iteration 305Q: 52 clusters Score -1.003083e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 47708 members 
Mstep: Class 2 contains 5048 members 
Mstep: Class 3 contains 2089 members 
Mstep: Class 4 contains 3293 members 
Mstep: Class 5 contains 14516 members 
Mstep: Class 6 contains 1279 members 
Mstep: Class 7 contains 476 members 
Mstep: Class 8 contains 10193 members 
Mstep: Class 9 contains 25807 members 
Mstep: Class 10 contains 33139 members 
Mstep: Class 11 contains 2162 members 
Mstep: Class 12 contains 73132 members 
Mstep: Class 13 contains 18140 members 
Mstep: Class 14 contains 142733 members 
Mstep: Class 15 contains 2479 members 
Mstep: Class 16 contains 17980 members 
Mstep: Class 17 contains 9549 members 
Mstep: Class 18 contains 20874 members 
Mstep: Class 19 contains 34748 members 
Mstep: Class 20 contains 5716 members 
Mstep: Class 21 contains 11894 members 
Mstep: Class 22 contains 2984 members 
Mstep: Class 23 contains 21867 members 
Mstep: Class 24 contains 39337 members 
Mstep: Class 25 contains 7912 members 
Mstep: Class 26 contains 3859 members 
Mstep: Class 27 contains 2339 members 
Mstep: Class 28 contains 23227 members 
Mstep: Class 29 contains 411 members 
Mstep: Class 30 contains 3798 members 
Mstep: Class 31 contains 12571 members 
Mstep: Class 32 contains 13694 members 
Mstep: Class 33 contains 8162 members 
Mstep: Class 34 contains 13803 members 
Mstep: Class 35 contains 2404 members 
Mstep: Class 36 contains 11701 members 
Mstep: Class 37 contains 3940 members 
Mstep: Class 38 contains 10105 members 
Mstep: Class 39 contains 38235 members 
Mstep: Class 40 contains 18777 members 
Mstep: Class 41 contains 1389 members 
Mstep: Class 42 contains 24698 members 
Mstep: Class 43 contains 4308 members 
Mstep: Class 44 contains 3286 members 
Mstep: Class 45 contains 4555 members 
Mstep: Class 46 contains 4156 members 
Mstep: Class 47 contains 25811 members 
Mstep: Class 48 contains 818 members 
Mstep: Class 49 contains 3229 members 
Mstep: Class 50 contains 22288 members 
Mstep: Class 51 contains 3962 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100308320.000000 Penalty: 112857.750000
Iteration 306Q: 52 clusters Score -1.003083e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 47712 members 
Mstep: Class 2 contains 5048 members 
Mstep: Class 3 contains 2089 members 
Mstep: Class 4 contains 3293 members 
Mstep: Class 5 contains 14516 members 
Mstep: Class 6 contains 1279 members 
Mstep: Class 7 contains 476 members 
Mstep: Class 8 contains 10191 members 
Mstep: Class 9 contains 25810 members 
Mstep: Class 10 contains 33139 members 
Mstep: Class 11 contains 2162 members 
Mstep: Class 12 contains 73132 members 
Mstep: Class 13 contains 18140 members 
Mstep: Class 14 contains 142728 members 
Mstep: Class 15 contains 2479 members 
Mstep: Class 16 contains 17980 members 
Mstep: Class 17 contains 9549 members 
Mstep: Class 18 contains 20874 members 
Mstep: Class 19 contains 34748 members 
Mstep: Class 20 contains 5711 members 
Mstep: Class 21 contains 11894 members 
Mstep: Class 22 contains 2984 members 
Mstep: Class 23 contains 21867 members 
Mstep: Class 24 contains 39337 members 
Mstep: Class 25 contains 7912 members 
Mstep: Class 26 contains 3859 members 
Mstep: Class 27 contains 2339 members 
Mstep: Class 28 contains 23228 members 
Mstep: Class 29 contains 411 members 
Mstep: Class 30 contains 3798 members 
Mstep: Class 31 contains 12571 members 
Mstep: Class 32 contains 13694 members 
Mstep: Class 33 contains 8162 members 
Mstep: Class 34 contains 13803 members 
Mstep: Class 35 contains 2404 members 
Mstep: Class 36 contains 11701 members 
Mstep: Class 37 contains 3940 members 
Mstep: Class 38 contains 10105 members 
Mstep: Class 39 contains 38237 members 
Mstep: Class 40 contains 18779 members 
Mstep: Class 41 contains 1389 members 
Mstep: Class 42 contains 24698 members 
Mstep: Class 43 contains 4308 members 
Mstep: Class 44 contains 3286 members 
Mstep: Class 45 contains 4555 members 
Mstep: Class 46 contains 4156 members 
Mstep: Class 47 contains 25811 members 
Mstep: Class 48 contains 818 members 
Mstep: Class 49 contains 3229 members 
Mstep: Class 50 contains 22288 members 
Mstep: Class 51 contains 3962 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100308344.000000 Penalty: 112857.750000
Iteration 307Q: 52 clusters Score -1.003083e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 47712 members 
Mstep: Class 2 contains 5048 members 
Mstep: Class 3 contains 2089 members 
Mstep: Class 4 contains 3293 members 
Mstep: Class 5 contains 14516 members 
Mstep: Class 6 contains 1279 members 
Mstep: Class 7 contains 476 members 
Mstep: Class 8 contains 10192 members 
Mstep: Class 9 contains 25812 members 
Mstep: Class 10 contains 33140 members 
Mstep: Class 11 contains 2162 members 
Mstep: Class 12 contains 73131 members 
Mstep: Class 13 contains 18140 members 
Mstep: Class 14 contains 142727 members 
Mstep: Class 15 contains 2479 members 
Mstep: Class 16 contains 17980 members 
Mstep: Class 17 contains 9549 members 
Mstep: Class 18 contains 20874 members 
Mstep: Class 19 contains 34748 members 
Mstep: Class 20 contains 5709 members 
Mstep: Class 21 contains 11893 members 
Mstep: Class 22 contains 2984 members 
Mstep: Class 23 contains 21867 members 
Mstep: Class 24 contains 39337 members 
Mstep: Class 25 contains 7912 members 
Mstep: Class 26 contains 3859 members 
Mstep: Class 27 contains 2339 members 
Mstep: Class 28 contains 23227 members 
Mstep: Class 29 contains 411 members 
Mstep: Class 30 contains 3798 members 
Mstep: Class 31 contains 12571 members 
Mstep: Class 32 contains 13694 members 
Mstep: Class 33 contains 8162 members 
Mstep: Class 34 contains 13803 members 
Mstep: Class 35 contains 2404 members 
Mstep: Class 36 contains 11701 members 
Mstep: Class 37 contains 3940 members 
Mstep: Class 38 contains 10105 members 
Mstep: Class 39 contains 38237 members 
Mstep: Class 40 contains 18781 members 
Mstep: Class 41 contains 1389 members 
Mstep: Class 42 contains 24698 members 
Mstep: Class 43 contains 4308 members 
Mstep: Class 44 contains 3286 members 
Mstep: Class 45 contains 4555 members 
Mstep: Class 46 contains 4156 members 
Mstep: Class 47 contains 25811 members 
Mstep: Class 48 contains 818 members 
Mstep: Class 49 contains 3229 members 
Mstep: Class 50 contains 22288 members 
Mstep: Class 51 contains 3962 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100308384.000000 Penalty: 112857.750000
Iteration 308Q: 52 clusters Score -1.003084e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 47712 members 
Mstep: Class 2 contains 5048 members 
Mstep: Class 3 contains 2089 members 
Mstep: Class 4 contains 3293 members 
Mstep: Class 5 contains 14516 members 
Mstep: Class 6 contains 1279 members 
Mstep: Class 7 contains 476 members 
Mstep: Class 8 contains 10189 members 
Mstep: Class 9 contains 25816 members 
Mstep: Class 10 contains 33140 members 
Mstep: Class 11 contains 2162 members 
Mstep: Class 12 contains 73131 members 
Mstep: Class 13 contains 18140 members 
Mstep: Class 14 contains 142725 members 
Mstep: Class 15 contains 2479 members 
Mstep: Class 16 contains 17980 members 
Mstep: Class 17 contains 9549 members 
Mstep: Class 18 contains 20874 members 
Mstep: Class 19 contains 34748 members 
Mstep: Class 20 contains 5708 members 
Mstep: Class 21 contains 11893 members 
Mstep: Class 22 contains 2984 members 
Mstep: Class 23 contains 21867 members 
Mstep: Class 24 contains 39338 members 
Mstep: Class 25 contains 7912 members 
Mstep: Class 26 contains 3859 members 
Mstep: Class 27 contains 2339 members 
Mstep: Class 28 contains 23227 members 
Mstep: Class 29 contains 411 members 
Mstep: Class 30 contains 3798 members 
Mstep: Class 31 contains 12571 members 
Mstep: Class 32 contains 13694 members 
Mstep: Class 33 contains 8162 members 
Mstep: Class 34 contains 13803 members 
Mstep: Class 35 contains 2404 members 
Mstep: Class 36 contains 11701 members 
Mstep: Class 37 contains 3939 members 
Mstep: Class 38 contains 10105 members 
Mstep: Class 39 contains 38237 members 
Mstep: Class 40 contains 18783 members 
Mstep: Class 41 contains 1389 members 
Mstep: Class 42 contains 24698 members 
Mstep: Class 43 contains 4308 members 
Mstep: Class 44 contains 3286 members 
Mstep: Class 45 contains 4555 members 
Mstep: Class 46 contains 4156 members 
Mstep: Class 47 contains 25811 members 
Mstep: Class 48 contains 818 members 
Mstep: Class 49 contains 3229 members 
Mstep: Class 50 contains 22288 members 
Mstep: Class 51 contains 3962 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100308376.000000 Penalty: 112857.750000
Iteration 309Q: 52 clusters Score -1.003084e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 47713 members 
Mstep: Class 2 contains 5048 members 
Mstep: Class 3 contains 2089 members 
Mstep: Class 4 contains 3293 members 
Mstep: Class 5 contains 14516 members 
Mstep: Class 6 contains 1279 members 
Mstep: Class 7 contains 476 members 
Mstep: Class 8 contains 10186 members 
Mstep: Class 9 contains 25822 members 
Mstep: Class 10 contains 33141 members 
Mstep: Class 11 contains 2162 members 
Mstep: Class 12 contains 73132 members 
Mstep: Class 13 contains 18140 members 
Mstep: Class 14 contains 142721 members 
Mstep: Class 15 contains 2479 members 
Mstep: Class 16 contains 17980 members 
Mstep: Class 17 contains 9549 members 
Mstep: Class 18 contains 20874 members 
Mstep: Class 19 contains 34748 members 
Mstep: Class 20 contains 5707 members 
Mstep: Class 21 contains 11892 members 
Mstep: Class 22 contains 2984 members 
Mstep: Class 23 contains 21867 members 
Mstep: Class 24 contains 39338 members 
Mstep: Class 25 contains 7912 members 
Mstep: Class 26 contains 3859 members 
Mstep: Class 27 contains 2339 members 
Mstep: Class 28 contains 23226 members 
Mstep: Class 29 contains 411 members 
Mstep: Class 30 contains 3798 members 
Mstep: Class 31 contains 12571 members 
Mstep: Class 32 contains 13694 members 
Mstep: Class 33 contains 8162 members 
Mstep: Class 34 contains 13803 members 
Mstep: Class 35 contains 2404 members 
Mstep: Class 36 contains 11701 members 
Mstep: Class 37 contains 3939 members 
Mstep: Class 38 contains 10106 members 
Mstep: Class 39 contains 38237 members 
Mstep: Class 40 contains 18783 members 
Mstep: Class 41 contains 1389 members 
Mstep: Class 42 contains 24698 members 
Mstep: Class 43 contains 4308 members 
Mstep: Class 44 contains 3286 members 
Mstep: Class 45 contains 4555 members 
Mstep: Class 46 contains 4156 members 
Mstep: Class 47 contains 25811 members 
Mstep: Class 48 contains 818 members 
Mstep: Class 49 contains 3229 members 
Mstep: Class 50 contains 22288 members 
Mstep: Class 51 contains 3962 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100308376.000000 Penalty: 112857.750000
Iteration 310Q: 52 clusters Score -1.003084e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 47715 members 
Mstep: Class 2 contains 5048 members 
Mstep: Class 3 contains 2089 members 
Mstep: Class 4 contains 3293 members 
Mstep: Class 5 contains 14516 members 
Mstep: Class 6 contains 1279 members 
Mstep: Class 7 contains 476 members 
Mstep: Class 8 contains 10185 members 
Mstep: Class 9 contains 25823 members 
Mstep: Class 10 contains 33141 members 
Mstep: Class 11 contains 2162 members 
Mstep: Class 12 contains 73132 members 
Mstep: Class 13 contains 18140 members 
Mstep: Class 14 contains 142721 members 
Mstep: Class 15 contains 2479 members 
Mstep: Class 16 contains 17980 members 
Mstep: Class 17 contains 9548 members 
Mstep: Class 18 contains 20875 members 
Mstep: Class 19 contains 34748 members 
Mstep: Class 20 contains 5704 members 
Mstep: Class 21 contains 11892 members 
Mstep: Class 22 contains 2984 members 
Mstep: Class 23 contains 21867 members 
Mstep: Class 24 contains 39338 members 
Mstep: Class 25 contains 7912 members 
Mstep: Class 26 contains 3859 members 
Mstep: Class 27 contains 2339 members 
Mstep: Class 28 contains 23225 members 
Mstep: Class 29 contains 411 members 
Mstep: Class 30 contains 3798 members 
Mstep: Class 31 contains 12571 members 
Mstep: Class 32 contains 13694 members 
Mstep: Class 33 contains 8162 members 
Mstep: Class 34 contains 13803 members 
Mstep: Class 35 contains 2404 members 
Mstep: Class 36 contains 11701 members 
Mstep: Class 37 contains 3939 members 
Mstep: Class 38 contains 10108 members 
Mstep: Class 39 contains 38237 members 
Mstep: Class 40 contains 18784 members 
Mstep: Class 41 contains 1389 members 
Mstep: Class 42 contains 24698 members 
Mstep: Class 43 contains 4308 members 
Mstep: Class 44 contains 3286 members 
Mstep: Class 45 contains 4555 members 
Mstep: Class 46 contains 4156 members 
Mstep: Class 47 contains 25811 members 
Mstep: Class 48 contains 818 members 
Mstep: Class 49 contains 3229 members 
Mstep: Class 50 contains 22287 members 
Mstep: Class 51 contains 3962 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100308320.000000 Penalty: 112857.750000
Iteration 311Q: 52 clusters Score -1.003083e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 47717 members 
Mstep: Class 2 contains 5048 members 
Mstep: Class 3 contains 2089 members 
Mstep: Class 4 contains 3293 members 
Mstep: Class 5 contains 14516 members 
Mstep: Class 6 contains 1279 members 
Mstep: Class 7 contains 476 members 
Mstep: Class 8 contains 10184 members 
Mstep: Class 9 contains 25823 members 
Mstep: Class 10 contains 33141 members 
Mstep: Class 11 contains 2162 members 
Mstep: Class 12 contains 73133 members 
Mstep: Class 13 contains 18140 members 
Mstep: Class 14 contains 142721 members 
Mstep: Class 15 contains 2479 members 
Mstep: Class 16 contains 17980 members 
Mstep: Class 17 contains 9548 members 
Mstep: Class 18 contains 20877 members 
Mstep: Class 19 contains 34748 members 
Mstep: Class 20 contains 5702 members 
Mstep: Class 21 contains 11893 members 
Mstep: Class 22 contains 2984 members 
Mstep: Class 23 contains 21867 members 
Mstep: Class 24 contains 39337 members 
Mstep: Class 25 contains 7912 members 
Mstep: Class 26 contains 3859 members 
Mstep: Class 27 contains 2339 members 
Mstep: Class 28 contains 23225 members 
Mstep: Class 29 contains 411 members 
Mstep: Class 30 contains 3798 members 
Mstep: Class 31 contains 12571 members 
Mstep: Class 32 contains 13694 members 
Mstep: Class 33 contains 8162 members 
Mstep: Class 34 contains 13803 members 
Mstep: Class 35 contains 2404 members 
Mstep: Class 36 contains 11701 members 
Mstep: Class 37 contains 3939 members 
Mstep: Class 38 contains 10105 members 
Mstep: Class 39 contains 38237 members 
Mstep: Class 40 contains 18785 members 
Mstep: Class 41 contains 1389 members 
Mstep: Class 42 contains 24698 members 
Mstep: Class 43 contains 4308 members 
Mstep: Class 44 contains 3286 members 
Mstep: Class 45 contains 4555 members 
Mstep: Class 46 contains 4156 members 
Mstep: Class 47 contains 25811 members 
Mstep: Class 48 contains 818 members 
Mstep: Class 49 contains 3229 members 
Mstep: Class 50 contains 22287 members 
Mstep: Class 51 contains 3962 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100308360.000000 Penalty: 112857.750000
Iteration 312Q: 52 clusters Score -1.003084e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 47719 members 
Mstep: Class 2 contains 5048 members 
Mstep: Class 3 contains 2089 members 
Mstep: Class 4 contains 3293 members 
Mstep: Class 5 contains 14516 members 
Mstep: Class 6 contains 1279 members 
Mstep: Class 7 contains 476 members 
Mstep: Class 8 contains 10184 members 
Mstep: Class 9 contains 25823 members 
Mstep: Class 10 contains 33141 members 
Mstep: Class 11 contains 2162 members 
Mstep: Class 12 contains 73133 members 
Mstep: Class 13 contains 18140 members 
Mstep: Class 14 contains 142721 members 
Mstep: Class 15 contains 2479 members 
Mstep: Class 16 contains 17980 members 
Mstep: Class 17 contains 9548 members 
Mstep: Class 18 contains 20877 members 
Mstep: Class 19 contains 34748 members 
Mstep: Class 20 contains 5701 members 
Mstep: Class 21 contains 11893 members 
Mstep: Class 22 contains 2984 members 
Mstep: Class 23 contains 21867 members 
Mstep: Class 24 contains 39337 members 
Mstep: Class 25 contains 7912 members 
Mstep: Class 26 contains 3859 members 
Mstep: Class 27 contains 2339 members 
Mstep: Class 28 contains 23225 members 
Mstep: Class 29 contains 411 members 
Mstep: Class 30 contains 3798 members 
Mstep: Class 31 contains 12571 members 
Mstep: Class 32 contains 13694 members 
Mstep: Class 33 contains 8162 members 
Mstep: Class 34 contains 13804 members 
Mstep: Class 35 contains 2404 members 
Mstep: Class 36 contains 11701 members 
Mstep: Class 37 contains 3939 members 
Mstep: Class 38 contains 10103 members 
Mstep: Class 39 contains 38237 members 
Mstep: Class 40 contains 18785 members 
Mstep: Class 41 contains 1389 members 
Mstep: Class 42 contains 24698 members 
Mstep: Class 43 contains 4308 members 
Mstep: Class 44 contains 3286 members 
Mstep: Class 45 contains 4555 members 
Mstep: Class 46 contains 4156 members 
Mstep: Class 47 contains 25811 members 
Mstep: Class 48 contains 818 members 
Mstep: Class 49 contains 3229 members 
Mstep: Class 50 contains 22287 members 
Mstep: Class 51 contains 3962 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100308368.000000 Penalty: 112857.750000
Iteration 313Q: 52 clusters Score -1.003084e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 47721 members 
Mstep: Class 2 contains 5048 members 
Mstep: Class 3 contains 2089 members 
Mstep: Class 4 contains 3293 members 
Mstep: Class 5 contains 14516 members 
Mstep: Class 6 contains 1279 members 
Mstep: Class 7 contains 476 members 
Mstep: Class 8 contains 10185 members 
Mstep: Class 9 contains 25823 members 
Mstep: Class 10 contains 33141 members 
Mstep: Class 11 contains 2162 members 
Mstep: Class 12 contains 73133 members 
Mstep: Class 13 contains 18140 members 
Mstep: Class 14 contains 142721 members 
Mstep: Class 15 contains 2479 members 
Mstep: Class 16 contains 17980 members 
Mstep: Class 17 contains 9548 members 
Mstep: Class 18 contains 20877 members 
Mstep: Class 19 contains 34748 members 
Mstep: Class 20 contains 5699 members 
Mstep: Class 21 contains 11894 members 
Mstep: Class 22 contains 2984 members 
Mstep: Class 23 contains 21867 members 
Mstep: Class 24 contains 39337 members 
Mstep: Class 25 contains 7912 members 
Mstep: Class 26 contains 3859 members 
Mstep: Class 27 contains 2339 members 
Mstep: Class 28 contains 23224 members 
Mstep: Class 29 contains 411 members 
Mstep: Class 30 contains 3798 members 
Mstep: Class 31 contains 12571 members 
Mstep: Class 32 contains 13694 members 
Mstep: Class 33 contains 8162 members 
Mstep: Class 34 contains 13804 members 
Mstep: Class 35 contains 2404 members 
Mstep: Class 36 contains 11701 members 
Mstep: Class 37 contains 3939 members 
Mstep: Class 38 contains 10102 members 
Mstep: Class 39 contains 38237 members 
Mstep: Class 40 contains 18785 members 
Mstep: Class 41 contains 1389 members 
Mstep: Class 42 contains 24698 members 
Mstep: Class 43 contains 4308 members 
Mstep: Class 44 contains 3286 members 
Mstep: Class 45 contains 4555 members 
Mstep: Class 46 contains 4156 members 
Mstep: Class 47 contains 25811 members 
Mstep: Class 48 contains 818 members 
Mstep: Class 49 contains 3229 members 
Mstep: Class 50 contains 22287 members 
Mstep: Class 51 contains 3962 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100308384.000000 Penalty: 112857.750000
Iteration 314Q: 52 clusters Score -1.003084e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 47723 members 
Mstep: Class 2 contains 5048 members 
Mstep: Class 3 contains 2089 members 
Mstep: Class 4 contains 3293 members 
Mstep: Class 5 contains 14516 members 
Mstep: Class 6 contains 1279 members 
Mstep: Class 7 contains 476 members 
Mstep: Class 8 contains 10187 members 
Mstep: Class 9 contains 25823 members 
Mstep: Class 10 contains 33141 members 
Mstep: Class 11 contains 2163 members 
Mstep: Class 12 contains 73133 members 
Mstep: Class 13 contains 18140 members 
Mstep: Class 14 contains 142721 members 
Mstep: Class 15 contains 2479 members 
Mstep: Class 16 contains 17980 members 
Mstep: Class 17 contains 9548 members 
Mstep: Class 18 contains 20877 members 
Mstep: Class 19 contains 34748 members 
Mstep: Class 20 contains 5697 members 
Mstep: Class 21 contains 11895 members 
Mstep: Class 22 contains 2984 members 
Mstep: Class 23 contains 21866 members 
Mstep: Class 24 contains 39337 members 
Mstep: Class 25 contains 7912 members 
Mstep: Class 26 contains 3859 members 
Mstep: Class 27 contains 2339 members 
Mstep: Class 28 contains 23224 members 
Mstep: Class 29 contains 411 members 
Mstep: Class 30 contains 3798 members 
Mstep: Class 31 contains 12571 members 
Mstep: Class 32 contains 13694 members 
Mstep: Class 33 contains 8162 members 
Mstep: Class 34 contains 13804 members 
Mstep: Class 35 contains 2404 members 
Mstep: Class 36 contains 11701 members 
Mstep: Class 37 contains 3939 members 
Mstep: Class 38 contains 10100 members 
Mstep: Class 39 contains 38237 members 
Mstep: Class 40 contains 18785 members 
Mstep: Class 41 contains 1389 members 
Mstep: Class 42 contains 24698 members 
Mstep: Class 43 contains 4308 members 
Mstep: Class 44 contains 3286 members 
Mstep: Class 45 contains 4555 members 
Mstep: Class 46 contains 4156 members 
Mstep: Class 47 contains 25811 members 
Mstep: Class 48 contains 818 members 
Mstep: Class 49 contains 3229 members 
Mstep: Class 50 contains 22286 members 
Mstep: Class 51 contains 3962 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100308400.000000 Penalty: 112857.750000
Iteration 315Q: 52 clusters Score -1.003084e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 47723 members 
Mstep: Class 2 contains 5048 members 
Mstep: Class 3 contains 2089 members 
Mstep: Class 4 contains 3293 members 
Mstep: Class 5 contains 14516 members 
Mstep: Class 6 contains 1279 members 
Mstep: Class 7 contains 476 members 
Mstep: Class 8 contains 10188 members 
Mstep: Class 9 contains 25822 members 
Mstep: Class 10 contains 33141 members 
Mstep: Class 11 contains 2163 members 
Mstep: Class 12 contains 73133 members 
Mstep: Class 13 contains 18140 members 
Mstep: Class 14 contains 142721 members 
Mstep: Class 15 contains 2479 members 
Mstep: Class 16 contains 17980 members 
Mstep: Class 17 contains 9548 members 
Mstep: Class 18 contains 20877 members 
Mstep: Class 19 contains 34748 members 
Mstep: Class 20 contains 5697 members 
Mstep: Class 21 contains 11896 members 
Mstep: Class 22 contains 2984 members 
Mstep: Class 23 contains 21866 members 
Mstep: Class 24 contains 39337 members 
Mstep: Class 25 contains 7912 members 
Mstep: Class 26 contains 3859 members 
Mstep: Class 27 contains 2339 members 
Mstep: Class 28 contains 23224 members 
Mstep: Class 29 contains 411 members 
Mstep: Class 30 contains 3798 members 
Mstep: Class 31 contains 12571 members 
Mstep: Class 32 contains 13694 members 
Mstep: Class 33 contains 8162 members 
Mstep: Class 34 contains 13804 members 
Mstep: Class 35 contains 2404 members 
Mstep: Class 36 contains 11701 members 
Mstep: Class 37 contains 3939 members 
Mstep: Class 38 contains 10099 members 
Mstep: Class 39 contains 38237 members 
Mstep: Class 40 contains 18785 members 
Mstep: Class 41 contains 1389 members 
Mstep: Class 42 contains 24698 members 
Mstep: Class 43 contains 4308 members 
Mstep: Class 44 contains 3286 members 
Mstep: Class 45 contains 4555 members 
Mstep: Class 46 contains 4156 members 
Mstep: Class 47 contains 25811 members 
Mstep: Class 48 contains 818 members 
Mstep: Class 49 contains 3229 members 
Mstep: Class 50 contains 22286 members 
Mstep: Class 51 contains 3962 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100308416.000000 Penalty: 112857.750000
Iteration 316Q: 52 clusters Score -1.003084e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 47723 members 
Mstep: Class 2 contains 5048 members 
Mstep: Class 3 contains 2089 members 
Mstep: Class 4 contains 3293 members 
Mstep: Class 5 contains 14516 members 
Mstep: Class 6 contains 1279 members 
Mstep: Class 7 contains 476 members 
Mstep: Class 8 contains 10189 members 
Mstep: Class 9 contains 25822 members 
Mstep: Class 10 contains 33141 members 
Mstep: Class 11 contains 2163 members 
Mstep: Class 12 contains 73133 members 
Mstep: Class 13 contains 18140 members 
Mstep: Class 14 contains 142721 members 
Mstep: Class 15 contains 2479 members 
Mstep: Class 16 contains 17980 members 
Mstep: Class 17 contains 9548 members 
Mstep: Class 18 contains 20877 members 
Mstep: Class 19 contains 34748 members 
Mstep: Class 20 contains 5697 members 
Mstep: Class 21 contains 11896 members 
Mstep: Class 22 contains 2984 members 
Mstep: Class 23 contains 21866 members 
Mstep: Class 24 contains 39337 members 
Mstep: Class 25 contains 7912 members 
Mstep: Class 26 contains 3859 members 
Mstep: Class 27 contains 2339 members 
Mstep: Class 28 contains 23224 members 
Mstep: Class 29 contains 411 members 
Mstep: Class 30 contains 3798 members 
Mstep: Class 31 contains 12571 members 
Mstep: Class 32 contains 13694 members 
Mstep: Class 33 contains 8162 members 
Mstep: Class 34 contains 13804 members 
Mstep: Class 35 contains 2404 members 
Mstep: Class 36 contains 11701 members 
Mstep: Class 37 contains 3939 members 
Mstep: Class 38 contains 10098 members 
Mstep: Class 39 contains 38237 members 
Mstep: Class 40 contains 18785 members 
Mstep: Class 41 contains 1389 members 
Mstep: Class 42 contains 24698 members 
Mstep: Class 43 contains 4308 members 
Mstep: Class 44 contains 3286 members 
Mstep: Class 45 contains 4555 members 
Mstep: Class 46 contains 4156 members 
Mstep: Class 47 contains 25811 members 
Mstep: Class 48 contains 818 members 
Mstep: Class 49 contains 3229 members 
Mstep: Class 50 contains 22286 members 
Mstep: Class 51 contains 3962 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100308400.000000 Penalty: 112857.750000
Iteration 317Q: 52 clusters Score -1.003084e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 47723 members 
Mstep: Class 2 contains 5048 members 
Mstep: Class 3 contains 2089 members 
Mstep: Class 4 contains 3293 members 
Mstep: Class 5 contains 14516 members 
Mstep: Class 6 contains 1279 members 
Mstep: Class 7 contains 476 members 
Mstep: Class 8 contains 10191 members 
Mstep: Class 9 contains 25822 members 
Mstep: Class 10 contains 33141 members 
Mstep: Class 11 contains 2163 members 
Mstep: Class 12 contains 73133 members 
Mstep: Class 13 contains 18140 members 
Mstep: Class 14 contains 142721 members 
Mstep: Class 15 contains 2479 members 
Mstep: Class 16 contains 17980 members 
Mstep: Class 17 contains 9548 members 
Mstep: Class 18 contains 20877 members 
Mstep: Class 19 contains 34748 members 
Mstep: Class 20 contains 5697 members 
Mstep: Class 21 contains 11896 members 
Mstep: Class 22 contains 2984 members 
Mstep: Class 23 contains 21866 members 
Mstep: Class 24 contains 39337 members 
Mstep: Class 25 contains 7912 members 
Mstep: Class 26 contains 3859 members 
Mstep: Class 27 contains 2339 members 
Mstep: Class 28 contains 23224 members 
Mstep: Class 29 contains 411 members 
Mstep: Class 30 contains 3798 members 
Mstep: Class 31 contains 12571 members 
Mstep: Class 32 contains 13694 members 
Mstep: Class 33 contains 8162 members 
Mstep: Class 34 contains 13804 members 
Mstep: Class 35 contains 2404 members 
Mstep: Class 36 contains 11701 members 
Mstep: Class 37 contains 3939 members 
Mstep: Class 38 contains 10098 members 
Mstep: Class 39 contains 38237 members 
Mstep: Class 40 contains 18783 members 
Mstep: Class 41 contains 1389 members 
Mstep: Class 42 contains 24698 members 
Mstep: Class 43 contains 4308 members 
Mstep: Class 44 contains 3286 members 
Mstep: Class 45 contains 4555 members 
Mstep: Class 46 contains 4156 members 
Mstep: Class 47 contains 25811 members 
Mstep: Class 48 contains 818 members 
Mstep: Class 49 contains 3229 members 
Mstep: Class 50 contains 22286 members 
Mstep: Class 51 contains 3962 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100308416.000000 Penalty: 112857.750000
Iteration 318Q: 52 clusters Score -1.003084e+08 nChanged 2
Entering ConstructFrom: 
Score: -100308416.000000 Penalty: 112857.750000
Entering ConstructFrom: 
Trying to split cluster 1 (47722 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47722 members 
Entering Unmasked Estep 
Score: -5976363.500000 Penalty: 1750.636475
	Iteration 0F: 2 clusters Score -5976364 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23696 members 
Mstep: Class 2 contains 24026 members 
Entering Unmasked Estep 
Score: -5944638.000000 Penalty: 3501.272949
	Iteration 0F: 3 clusters Score -5944638 nChanged 22335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22601 members 
Mstep: Class 2 contains 25121 members 
Entering Unmasked Estep 
Score: -5957432.000000 Penalty: 3501.272949
	Iteration 1F: 3 clusters Score -5957432 nChanged 2260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21961 members 
Mstep: Class 2 contains 25761 members 
Entering Unmasked Estep 
Score: -5958466.500000 Penalty: 3501.272949
	Iteration 2Q: 3 clusters Score -5958466 nChanged 2648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21071 members 
Mstep: Class 2 contains 26651 members 
Entering Unmasked Estep 
Score: -5959904.500000 Penalty: 3501.272949
	Iteration 3F: 3 clusters Score -5959904 nChanged 3012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19839 members 
Mstep: Class 2 contains 27883 members 
Entering Unmasked Estep 
Score: -5962010.500000 Penalty: 3501.272949
	Iteration 4F: 3 clusters Score -5962010 nChanged 3318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18267 members 
Mstep: Class 2 contains 29455 members 
Entering Unmasked Estep 
Score: -5964604.000000 Penalty: 3501.272949
	Iteration 5F: 3 clusters Score -5964604 nChanged 3293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16508 members 
Mstep: Class 2 contains 31214 members 
Entering Unmasked Estep 
Score: -5967127.500000 Penalty: 3501.272949
	Iteration 6F: 3 clusters Score -5967128 nChanged 2924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14876 members 
Mstep: Class 2 contains 32846 members 
Entering Unmasked Estep 
Score: -5969286.000000 Penalty: 3501.272949
	Iteration 7F: 3 clusters Score -5969286 nChanged 2318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13452 members 
Mstep: Class 2 contains 34270 members 
Entering Unmasked Estep 
Score: -5970876.500000 Penalty: 3501.272949
	Iteration 8Q: 3 clusters Score -5970876 nChanged 1758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12304 members 
Mstep: Class 2 contains 35418 members 
Entering Unmasked Estep 
Score: -5971991.000000 Penalty: 3501.272949
	Iteration 9Q: 3 clusters Score -5971991 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11449 members 
Mstep: Class 2 contains 36273 members 
Entering Unmasked Estep 
Score: -5972841.500000 Penalty: 3501.272949
	Iteration 10Q: 3 clusters Score -5972842 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10807 members 
Mstep: Class 2 contains 36915 members 
Entering Unmasked Estep 
Score: -5973517.500000 Penalty: 3501.272949
	Iteration 11Q: 3 clusters Score -5973518 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10369 members 
Mstep: Class 2 contains 37353 members 
Entering Unmasked Estep 
Score: -5973959.500000 Penalty: 3501.272949
	Iteration 12Q: 3 clusters Score -5973960 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10043 members 
Mstep: Class 2 contains 37679 members 
Entering Unmasked Estep 
Score: -5974245.500000 Penalty: 3501.272949
	Iteration 13Q: 3 clusters Score -5974246 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9828 members 
Mstep: Class 2 contains 37894 members 
Entering Unmasked Estep 
Score: -5974402.000000 Penalty: 3501.272949
	Iteration 14Q: 3 clusters Score -5974402 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9671 members 
Mstep: Class 2 contains 38051 members 
Entering Unmasked Estep 
Score: -5974482.000000 Penalty: 3501.272949
	Iteration 15Q: 3 clusters Score -5974482 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9561 members 
Mstep: Class 2 contains 38161 members 
Entering Unmasked Estep 
Score: -5974539.500000 Penalty: 3501.272949
	Iteration 16Q: 3 clusters Score -5974540 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9474 members 
Mstep: Class 2 contains 38248 members 
Entering Unmasked Estep 
Score: -5974566.500000 Penalty: 3501.272949
	Iteration 17Q: 3 clusters Score -5974566 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9391 members 
Mstep: Class 2 contains 38331 members 
Entering Unmasked Estep 
Score: -5974579.000000 Penalty: 3501.272949
	Iteration 18Q: 3 clusters Score -5974579 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9338 members 
Mstep: Class 2 contains 38384 members 
Entering Unmasked Estep 
Score: -5974582.000000 Penalty: 3501.272949
	Iteration 19Q: 3 clusters Score -5974582 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9283 members 
Mstep: Class 2 contains 38439 members 
Entering Unmasked Estep 
Score: -5974578.000000 Penalty: 3501.272949
	Iteration 20F: 3 clusters Score -5974578 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9245 members 
Mstep: Class 2 contains 38477 members 
Entering Unmasked Estep 
Score: -5974592.500000 Penalty: 3501.272949
	Iteration 21Q: 3 clusters Score -5974592 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9219 members 
Mstep: Class 2 contains 38503 members 
Entering Unmasked Estep 
Score: -5974601.000000 Penalty: 3501.272949
	Iteration 22Q: 3 clusters Score -5974601 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9202 members 
Mstep: Class 2 contains 38520 members 
Entering Unmasked Estep 
Score: -5974594.000000 Penalty: 3501.272949
	Iteration 23Q: 3 clusters Score -5974594 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9181 members 
Mstep: Class 2 contains 38541 members 
Entering Unmasked Estep 
Score: -5974599.000000 Penalty: 3501.272949
	Iteration 24Q: 3 clusters Score -5974599 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9162 members 
Mstep: Class 2 contains 38560 members 
Entering Unmasked Estep 
Score: -5974593.500000 Penalty: 3501.272949
	Iteration 25Q: 3 clusters Score -5974594 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9139 members 
Mstep: Class 2 contains 38583 members 
Entering Unmasked Estep 
Score: -5974592.500000 Penalty: 3501.272949
	Iteration 26Q: 3 clusters Score -5974592 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9122 members 
Mstep: Class 2 contains 38600 members 
Entering Unmasked Estep 
Score: -5974594.000000 Penalty: 3501.272949
	Iteration 27Q: 3 clusters Score -5974594 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9106 members 
Mstep: Class 2 contains 38616 members 
Entering Unmasked Estep 
Score: -5974604.500000 Penalty: 3501.272949
	Iteration 28Q: 3 clusters Score -5974604 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9095 members 
Mstep: Class 2 contains 38627 members 
Entering Unmasked Estep 
Score: -5974600.500000 Penalty: 3501.272949
	Iteration 29Q: 3 clusters Score -5974600 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9079 members 
Mstep: Class 2 contains 38643 members 
Entering Unmasked Estep 
Score: -5974602.500000 Penalty: 3501.272949
	Iteration 30Q: 3 clusters Score -5974602 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9072 members 
Mstep: Class 2 contains 38650 members 
Entering Unmasked Estep 
Score: -5974601.000000 Penalty: 3501.272949
	Iteration 31Q: 3 clusters Score -5974601 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9065 members 
Mstep: Class 2 contains 38657 members 
Entering Unmasked Estep 
Score: -5974599.500000 Penalty: 3501.272949
	Iteration 32Q: 3 clusters Score -5974600 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9061 members 
Mstep: Class 2 contains 38661 members 
Entering Unmasked Estep 
Score: -5974599.000000 Penalty: 3501.272949
	Iteration 33Q: 3 clusters Score -5974599 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9057 members 
Mstep: Class 2 contains 38665 members 
Entering Unmasked Estep 
Score: -5974602.000000 Penalty: 3501.272949
	Iteration 34Q: 3 clusters Score -5974602 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9052 members 
Mstep: Class 2 contains 38670 members 
Entering Unmasked Estep 
Score: -5974595.500000 Penalty: 3501.272949
	Iteration 35Q: 3 clusters Score -5974596 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9050 members 
Mstep: Class 2 contains 38672 members 
Entering Unmasked Estep 
Score: -5974600.500000 Penalty: 3501.272949
	Iteration 36Q: 3 clusters Score -5974600 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9048 members 
Mstep: Class 2 contains 38674 members 
Entering Unmasked Estep 
Score: -5974601.500000 Penalty: 3501.272949
	Iteration 37Q: 3 clusters Score -5974602 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9046 members 
Mstep: Class 2 contains 38676 members 
Entering Unmasked Estep 
Score: -5974600.000000 Penalty: 3501.272949
	Iteration 38Q: 3 clusters Score -5974600 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9044 members 
Mstep: Class 2 contains 38678 members 
Entering Unmasked Estep 
Score: -5974598.000000 Penalty: 3501.272949
	Iteration 39Q: 3 clusters Score -5974598 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9043 members 
Mstep: Class 2 contains 38679 members 
Entering Unmasked Estep 
Score: -5974602.000000 Penalty: 3501.272949
	Iteration 40F: 3 clusters Score -5974602 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9041 members 
Mstep: Class 2 contains 38681 members 
Entering Unmasked Estep 
Score: -5974599.500000 Penalty: 3501.272949
	Iteration 41Q: 3 clusters Score -5974600 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9041 members 
Mstep: Class 2 contains 38681 members 
Entering Unmasked Estep 
Score: -5974599.500000 Penalty: 3501.272949
	Iteration 42F: 3 clusters Score -5974600 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (5048 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5048 members 
Entering Unmasked Estep 
Score: -611650.750000 Penalty: 1385.596558
	Iteration 0F: 2 clusters Score -611650.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -607604.812500 Penalty: 2771.193115
	Iteration 0F: 3 clusters Score -607604.8 nChanged 2040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -608750.312500 Penalty: 2771.193115
	Iteration 1F: 3 clusters Score -608750.3 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -608948.375000 Penalty: 2771.193115
	Iteration 2F: 3 clusters Score -608948.4 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -609074.687500 Penalty: 2771.193115
	Iteration 3F: 3 clusters Score -609074.7 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -609180.125000 Penalty: 2771.193115
	Iteration 4Q: 3 clusters Score -609180.1 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -609270.625000 Penalty: 2771.193115
	Iteration 5Q: 3 clusters Score -609270.6 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -609371.250000 Penalty: 2771.193115
	Iteration 6Q: 3 clusters Score -609371.2 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -609480.562500 Penalty: 2771.193115
	Iteration 7Q: 3 clusters Score -609480.6 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -609606.187500 Penalty: 2771.193115
	Iteration 8Q: 3 clusters Score -609606.2 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -609728.937500 Penalty: 2771.193115
	Iteration 9Q: 3 clusters Score -609728.9 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -609844.750000 Penalty: 2771.193115
	Iteration 10Q: 3 clusters Score -609844.8 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -609947.062500 Penalty: 2771.193115
	Iteration 11Q: 3 clusters Score -609947.1 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -610043.625000 Penalty: 2771.193115
	Iteration 12Q: 3 clusters Score -610043.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -610135.937500 Penalty: 2771.193115
	Iteration 13Q: 3 clusters Score -610135.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -610200.437500 Penalty: 2771.193115
	Iteration 14Q: 3 clusters Score -610200.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -610256.625000 Penalty: 2771.193115
	Iteration 15Q: 3 clusters Score -610256.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -610295.187500 Penalty: 2771.193115
	Iteration 16Q: 3 clusters Score -610295.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -610332.687500 Penalty: 2771.193115
	Iteration 17Q: 3 clusters Score -610332.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -610355.000000 Penalty: 2771.193115
	Iteration 18Q: 3 clusters Score -610355 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -610372.562500 Penalty: 2771.193115
	Iteration 19Q: 3 clusters Score -610372.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -610387.250000 Penalty: 2771.193115
	Iteration 20F: 3 clusters Score -610387.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -610399.250000 Penalty: 2771.193115
	Iteration 21Q: 3 clusters Score -610399.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -610408.062500 Penalty: 2771.193115
	Iteration 22Q: 3 clusters Score -610408.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -610414.875000 Penalty: 2771.193115
	Iteration 23Q: 3 clusters Score -610414.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -610426.312500 Penalty: 2771.193115
	Iteration 24Q: 3 clusters Score -610426.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -610431.812500 Penalty: 2771.193115
	Iteration 25Q: 3 clusters Score -610431.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -610439.187500 Penalty: 2771.193115
	Iteration 26Q: 3 clusters Score -610439.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -610448.937500 Penalty: 2771.193115
	Iteration 27Q: 3 clusters Score -610448.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -610454.625000 Penalty: 2771.193115
	Iteration 28Q: 3 clusters Score -610454.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -610462.625000 Penalty: 2771.193115
	Iteration 29Q: 3 clusters Score -610462.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -610469.062500 Penalty: 2771.193115
	Iteration 30Q: 3 clusters Score -610469.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -610470.187500 Penalty: 2771.193115
	Iteration 31Q: 3 clusters Score -610470.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -610470.187500 Penalty: 2771.193115
	Iteration 32F: 3 clusters Score -610470.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (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: -246662.750000 Penalty: 1242.221558
	Iteration 0F: 2 clusters Score -246662.8 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 1026 members 
Entering Unmasked Estep 
Score: -244516.078125 Penalty: 2484.443115
	Iteration 0F: 3 clusters Score -244516.1 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -245085.000000 Penalty: 2484.443115
	Iteration 1F: 3 clusters Score -245085 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -245281.468750 Penalty: 2484.443115
	Iteration 2F: 3 clusters Score -245281.5 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -245452.500000 Penalty: 2484.443115
	Iteration 3F: 3 clusters Score -245452.5 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -245619.921875 Penalty: 2484.443115
	Iteration 4F: 3 clusters Score -245619.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -245750.687500 Penalty: 2484.443115
	Iteration 5F: 3 clusters Score -245750.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -245841.390625 Penalty: 2484.443115
	Iteration 6Q: 3 clusters Score -245841.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -245909.343750 Penalty: 2484.443115
	Iteration 7Q: 3 clusters Score -245909.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -245942.843750 Penalty: 2484.443115
	Iteration 8Q: 3 clusters Score -245942.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -245971.015625 Penalty: 2484.443115
	Iteration 9Q: 3 clusters Score -245971 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -245981.703125 Penalty: 2484.443115
	Iteration 10Q: 3 clusters Score -245981.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -245986.921875 Penalty: 2484.443115
	Iteration 11Q: 3 clusters Score -245986.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -245989.093750 Penalty: 2484.443115
	Iteration 12Q: 3 clusters Score -245989.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -245990.187500 Penalty: 2484.443115
	Iteration 13Q: 3 clusters Score -245990.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -245991.906250 Penalty: 2484.443115
	Iteration 14Q: 3 clusters Score -245991.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -245993.015625 Penalty: 2484.443115
	Iteration 15Q: 3 clusters Score -245993 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -245996.109375 Penalty: 2484.443115
	Iteration 16Q: 3 clusters Score -245996.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -246000.343750 Penalty: 2484.443115
	Iteration 17Q: 3 clusters Score -246000.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -246000.281250 Penalty: 2484.443115
	Iteration 18Q: 3 clusters Score -246000.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -246000.703125 Penalty: 2484.443115
	Iteration 19Q: 3 clusters Score -246000.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -246001.031250 Penalty: 2484.443115
	Iteration 20F: 3 clusters Score -246001 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -246001.203125 Penalty: 2484.443115
	Iteration 21Q: 3 clusters Score -246001.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -246001.203125 Penalty: 2484.443115
	Iteration 22F: 3 clusters Score -246001.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (3293 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Entering Unmasked Estep 
Score: -407587.156250 Penalty: 1316.177490
	Iteration 0F: 2 clusters Score -407587.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -404644.187500 Penalty: 2632.354980
	Iteration 0F: 3 clusters Score -404644.2 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -405385.125000 Penalty: 2632.354980
	Iteration 1F: 3 clusters Score -405385.1 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -405549.500000 Penalty: 2632.354980
	Iteration 2F: 3 clusters Score -405549.5 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -405744.968750 Penalty: 2632.354980
	Iteration 3F: 3 clusters Score -405745 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -405946.125000 Penalty: 2632.354980
	Iteration 4F: 3 clusters Score -405946.1 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -406119.906250 Penalty: 2632.354980
	Iteration 5F: 3 clusters Score -406119.9 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -406262.093750 Penalty: 2632.354980
	Iteration 6Q: 3 clusters Score -406262.1 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -406379.843750 Penalty: 2632.354980
	Iteration 7Q: 3 clusters Score -406379.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -406491.343750 Penalty: 2632.354980
	Iteration 8Q: 3 clusters Score -406491.3 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -406595.093750 Penalty: 2632.354980
	Iteration 9Q: 3 clusters Score -406595.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -406695.406250 Penalty: 2632.354980
	Iteration 10Q: 3 clusters Score -406695.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -406811.312500 Penalty: 2632.354980
	Iteration 11Q: 3 clusters Score -406811.3 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -406932.781250 Penalty: 2632.354980
	Iteration 12Q: 3 clusters Score -406932.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -407045.218750 Penalty: 2632.354980
	Iteration 13Q: 3 clusters Score -407045.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -407155.281250 Penalty: 2632.354980
	Iteration 14Q: 3 clusters Score -407155.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -407246.718750 Penalty: 2632.354980
	Iteration 15Q: 3 clusters Score -407246.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -407330.875000 Penalty: 2632.354980
	Iteration 16Q: 3 clusters Score -407330.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -407412.343750 Penalty: 2632.354980
	Iteration 17Q: 3 clusters Score -407412.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -407469.250000 Penalty: 2632.354980
	Iteration 18Q: 3 clusters Score -407469.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -407511.062500 Penalty: 2632.354980
	Iteration 19Q: 3 clusters Score -407511.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -407534.531250 Penalty: 2632.354980
	Iteration 20F: 3 clusters Score -407534.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -407546.812500 Penalty: 2632.354980
	Iteration 21Q: 3 clusters Score -407546.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -407552.218750 Penalty: 2632.354980
	Iteration 22Q: 3 clusters Score -407552.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -407553.750000 Penalty: 2632.354980
	Iteration 23Q: 3 clusters Score -407553.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -407558.187500 Penalty: 2632.354980
	Iteration 24Q: 3 clusters Score -407558.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -407561.781250 Penalty: 2632.354980
	Iteration 25Q: 3 clusters Score -407561.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -407564.718750 Penalty: 2632.354980
	Iteration 26Q: 3 clusters Score -407564.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -407567.906250 Penalty: 2632.354980
	Iteration 27Q: 3 clusters Score -407567.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -407569.593750 Penalty: 2632.354980
	Iteration 28Q: 3 clusters Score -407569.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -407569.312500 Penalty: 2632.354980
	Iteration 29Q: 3 clusters Score -407569.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -407569.812500 Penalty: 2632.354980
	Iteration 30Q: 3 clusters Score -407569.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -407569.812500 Penalty: 2632.354980
	Iteration 31F: 3 clusters Score -407569.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (14516 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14516 members 
Entering Unmasked Estep 
Score: -1832449.250000 Penalty: 1557.238647
	Iteration 0F: 2 clusters Score -1832449 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7270 members 
Mstep: Class 2 contains 7246 members 
Entering Unmasked Estep 
Score: -1822372.125000 Penalty: 3114.477295
	Iteration 0F: 3 clusters Score -1822372 nChanged 6447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7323 members 
Mstep: Class 2 contains 7193 members 
Entering Unmasked Estep 
Score: -1825929.625000 Penalty: 3114.477295
	Iteration 1F: 3 clusters Score -1825930 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7340 members 
Mstep: Class 2 contains 7176 members 
Entering Unmasked Estep 
Score: -1826240.500000 Penalty: 3114.477295
	Iteration 2F: 3 clusters Score -1826240 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7356 members 
Mstep: Class 2 contains 7160 members 
Entering Unmasked Estep 
Score: -1826551.625000 Penalty: 3114.477295
	Iteration 3Q: 3 clusters Score -1826552 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7392 members 
Mstep: Class 2 contains 7124 members 
Entering Unmasked Estep 
Score: -1826855.375000 Penalty: 3114.477295
	Iteration 4Q: 3 clusters Score -1826855 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7414 members 
Mstep: Class 2 contains 7102 members 
Entering Unmasked Estep 
Score: -1827138.875000 Penalty: 3114.477295
	Iteration 5Q: 3 clusters Score -1827139 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7402 members 
Mstep: Class 2 contains 7114 members 
Entering Unmasked Estep 
Score: -1827419.375000 Penalty: 3114.477295
	Iteration 6Q: 3 clusters Score -1827419 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7379 members 
Mstep: Class 2 contains 7137 members 
Entering Unmasked Estep 
Score: -1827770.250000 Penalty: 3114.477295
	Iteration 7Q: 3 clusters Score -1827770 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7363 members 
Mstep: Class 2 contains 7153 members 
Entering Unmasked Estep 
Score: -1828134.750000 Penalty: 3114.477295
	Iteration 8Q: 3 clusters Score -1828135 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7275 members 
Mstep: Class 2 contains 7241 members 
Entering Unmasked Estep 
Score: -1828504.500000 Penalty: 3114.477295
	Iteration 9Q: 3 clusters Score -1828504 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7131 members 
Mstep: Class 2 contains 7385 members 
Entering Unmasked Estep 
Score: -1828903.875000 Penalty: 3114.477295
	Iteration 10Q: 3 clusters Score -1828904 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7004 members 
Mstep: Class 2 contains 7512 members 
Entering Unmasked Estep 
Score: -1829318.875000 Penalty: 3114.477295
	Iteration 11Q: 3 clusters Score -1829319 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6893 members 
Mstep: Class 2 contains 7623 members 
Entering Unmasked Estep 
Score: -1829793.500000 Penalty: 3114.477295
	Iteration 12Q: 3 clusters Score -1829794 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6864 members 
Mstep: Class 2 contains 7652 members 
Entering Unmasked Estep 
Score: -1830336.875000 Penalty: 3114.477295
	Iteration 13Q: 3 clusters Score -1830337 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6912 members 
Mstep: Class 2 contains 7604 members 
Entering Unmasked Estep 
Score: -1830841.250000 Penalty: 3114.477295
	Iteration 14Q: 3 clusters Score -1830841 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6994 members 
Mstep: Class 2 contains 7522 members 
Entering Unmasked Estep 
Score: -1831287.750000 Penalty: 3114.477295
	Iteration 15Q: 3 clusters Score -1831288 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7092 members 
Mstep: Class 2 contains 7424 members 
Entering Unmasked Estep 
Score: -1831668.750000 Penalty: 3114.477295
	Iteration 16Q: 3 clusters Score -1831669 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7184 members 
Mstep: Class 2 contains 7332 members 
Entering Unmasked Estep 
Score: -1831942.875000 Penalty: 3114.477295
	Iteration 17Q: 3 clusters Score -1831943 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7282 members 
Mstep: Class 2 contains 7234 members 
Entering Unmasked Estep 
Score: -1832181.000000 Penalty: 3114.477295
	Iteration 18Q: 3 clusters Score -1832181 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7368 members 
Mstep: Class 2 contains 7148 members 
Entering Unmasked Estep 
Score: -1832335.750000 Penalty: 3114.477295
	Iteration 19Q: 3 clusters Score -1832336 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7462 members 
Mstep: Class 2 contains 7054 members 
Entering Unmasked Estep 
Score: -1832426.125000 Penalty: 3114.477295
	Iteration 20F: 3 clusters Score -1832426 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7555 members 
Mstep: Class 2 contains 6961 members 
Entering Unmasked Estep 
Score: -1832494.250000 Penalty: 3114.477295
	Iteration 21Q: 3 clusters Score -1832494 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7649 members 
Mstep: Class 2 contains 6867 members 
Entering Unmasked Estep 
Score: -1832548.375000 Penalty: 3114.477295
	Iteration 22Q: 3 clusters Score -1832548 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7727 members 
Mstep: Class 2 contains 6789 members 
Entering Unmasked Estep 
Score: -1832574.500000 Penalty: 3114.477295
	Iteration 23Q: 3 clusters Score -1832574 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7800 members 
Mstep: Class 2 contains 6716 members 
Entering Unmasked Estep 
Score: -1832590.875000 Penalty: 3114.477295
	Iteration 24Q: 3 clusters Score -1832591 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7861 members 
Mstep: Class 2 contains 6655 members 
Entering Unmasked Estep 
Score: -1832616.250000 Penalty: 3114.477295
	Iteration 25Q: 3 clusters Score -1832616 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7918 members 
Mstep: Class 2 contains 6598 members 
Entering Unmasked Estep 
Score: -1832624.500000 Penalty: 3114.477295
	Iteration 26Q: 3 clusters Score -1832624 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7956 members 
Mstep: Class 2 contains 6560 members 
Entering Unmasked Estep 
Score: -1832639.500000 Penalty: 3114.477295
	Iteration 27Q: 3 clusters Score -1832640 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7995 members 
Mstep: Class 2 contains 6521 members 
Entering Unmasked Estep 
Score: -1832649.500000 Penalty: 3114.477295
	Iteration 28Q: 3 clusters Score -1832650 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8033 members 
Mstep: Class 2 contains 6483 members 
Entering Unmasked Estep 
Score: -1832657.000000 Penalty: 3114.477295
	Iteration 29Q: 3 clusters Score -1832657 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8077 members 
Mstep: Class 2 contains 6439 members 
Entering Unmasked Estep 
Score: -1832668.625000 Penalty: 3114.477295
	Iteration 30Q: 3 clusters Score -1832669 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8125 members 
Mstep: Class 2 contains 6391 members 
Entering Unmasked Estep 
Score: -1832681.125000 Penalty: 3114.477295
	Iteration 31Q: 3 clusters Score -1832681 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8171 members 
Mstep: Class 2 contains 6345 members 
Entering Unmasked Estep 
Score: -1832689.875000 Penalty: 3114.477295
	Iteration 32Q: 3 clusters Score -1832690 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8207 members 
Mstep: Class 2 contains 6309 members 
Entering Unmasked Estep 
Score: -1832696.000000 Penalty: 3114.477295
	Iteration 33Q: 3 clusters Score -1832696 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8244 members 
Mstep: Class 2 contains 6272 members 
Entering Unmasked Estep 
Score: -1832706.125000 Penalty: 3114.477295
	Iteration 34Q: 3 clusters Score -1832706 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8267 members 
Mstep: Class 2 contains 6249 members 
Entering Unmasked Estep 
Score: -1832708.375000 Penalty: 3114.477295
	Iteration 35Q: 3 clusters Score -1832708 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8294 members 
Mstep: Class 2 contains 6222 members 
Entering Unmasked Estep 
Score: -1832710.250000 Penalty: 3114.477295
	Iteration 36Q: 3 clusters Score -1832710 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8320 members 
Mstep: Class 2 contains 6196 members 
Entering Unmasked Estep 
Score: -1832714.000000 Penalty: 3114.477295
	Iteration 37Q: 3 clusters Score -1832714 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8350 members 
Mstep: Class 2 contains 6166 members 
Entering Unmasked Estep 
Score: -1832720.750000 Penalty: 3114.477295
	Iteration 38Q: 3 clusters Score -1832721 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8378 members 
Mstep: Class 2 contains 6138 members 
Entering Unmasked Estep 
Score: -1832726.500000 Penalty: 3114.477295
	Iteration 39Q: 3 clusters Score -1832726 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8394 members 
Mstep: Class 2 contains 6122 members 
Entering Unmasked Estep 
Score: -1832729.750000 Penalty: 3114.477295
	Iteration 40F: 3 clusters Score -1832730 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8407 members 
Mstep: Class 2 contains 6109 members 
Entering Unmasked Estep 
Score: -1832730.750000 Penalty: 3114.477295
	Iteration 41Q: 3 clusters Score -1832731 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8421 members 
Mstep: Class 2 contains 6095 members 
Entering Unmasked Estep 
Score: -1832731.375000 Penalty: 3114.477295
	Iteration 42Q: 3 clusters Score -1832731 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8437 members 
Mstep: Class 2 contains 6079 members 
Entering Unmasked Estep 
Score: -1832734.375000 Penalty: 3114.477295
	Iteration 43Q: 3 clusters Score -1832734 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8450 members 
Mstep: Class 2 contains 6066 members 
Entering Unmasked Estep 
Score: -1832734.875000 Penalty: 3114.477295
	Iteration 44Q: 3 clusters Score -1832735 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8464 members 
Mstep: Class 2 contains 6052 members 
Entering Unmasked Estep 
Score: -1832734.125000 Penalty: 3114.477295
	Iteration 45Q: 3 clusters Score -1832734 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8478 members 
Mstep: Class 2 contains 6038 members 
Entering Unmasked Estep 
Score: -1832739.000000 Penalty: 3114.477295
	Iteration 46Q: 3 clusters Score -1832739 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8489 members 
Mstep: Class 2 contains 6027 members 
Entering Unmasked Estep 
Score: -1832740.625000 Penalty: 3114.477295
	Iteration 47Q: 3 clusters Score -1832741 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8492 members 
Mstep: Class 2 contains 6024 members 
Entering Unmasked Estep 
Score: -1832736.875000 Penalty: 3114.477295
	Iteration 48Q: 3 clusters Score -1832737 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8493 members 
Mstep: Class 2 contains 6023 members 
Entering Unmasked Estep 
Score: -1832738.000000 Penalty: 3114.477295
	Iteration 49Q: 3 clusters Score -1832738 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8495 members 
Mstep: Class 2 contains 6021 members 
Entering Unmasked Estep 
Score: -1832739.625000 Penalty: 3114.477295
	Iteration 50Q: 3 clusters Score -1832740 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8497 members 
Mstep: Class 2 contains 6019 members 
Entering Unmasked Estep 
Score: -1832740.500000 Penalty: 3114.477295
	Iteration 51Q: 3 clusters Score -1832740 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8497 members 
Mstep: Class 2 contains 6019 members 
Entering Unmasked Estep 
Score: -1832740.500000 Penalty: 3114.477295
	Iteration 52F: 3 clusters Score -1832740 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 47722 members 
Mstep: Class 2 contains 5048 members 
Mstep: Class 3 contains 2089 members 
Mstep: Class 4 contains 3293 members 
Mstep: Class 5 contains 8497 members 
Mstep: Class 6 contains 1279 members 
Mstep: Class 7 contains 476 members 
Mstep: Class 8 contains 10190 members 
Mstep: Class 9 contains 25822 members 
Mstep: Class 10 contains 33141 members 
Mstep: Class 11 contains 2163 members 
Mstep: Class 12 contains 73133 members 
Mstep: Class 13 contains 18140 members 
Mstep: Class 14 contains 142721 members 
Mstep: Class 15 contains 2479 members 
Mstep: Class 16 contains 17980 members 
Mstep: Class 17 contains 9548 members 
Mstep: Class 18 contains 20877 members 
Mstep: Class 19 contains 34748 members 
Mstep: Class 20 contains 5697 members 
Mstep: Class 21 contains 11896 members 
Mstep: Class 22 contains 2984 members 
Mstep: Class 23 contains 21866 members 
Mstep: Class 24 contains 39337 members 
Mstep: Class 25 contains 7912 members 
Mstep: Class 26 contains 3859 members 
Mstep: Class 27 contains 2339 members 
Mstep: Class 28 contains 23224 members 
Mstep: Class 29 contains 411 members 
Mstep: Class 30 contains 3798 members 
Mstep: Class 31 contains 12571 members 
Mstep: Class 32 contains 13694 members 
Mstep: Class 33 contains 8162 members 
Mstep: Class 34 contains 13804 members 
Mstep: Class 35 contains 2404 members 
Mstep: Class 36 contains 11701 members 
Mstep: Class 37 contains 3939 members 
Mstep: Class 38 contains 10098 members 
Mstep: Class 39 contains 38237 members 
Mstep: Class 40 contains 18785 members 
Mstep: Class 41 contains 1389 members 
Mstep: Class 42 contains 24698 members 
Mstep: Class 43 contains 4308 members 
Mstep: Class 44 contains 3286 members 
Mstep: Class 45 contains 4555 members 
Mstep: Class 46 contains 4156 members 
Mstep: Class 47 contains 25811 members 
Mstep: Class 48 contains 818 members 
Mstep: Class 49 contains 3229 members 
Mstep: Class 50 contains 22286 members 
Mstep: Class 51 contains 3962 members 
Mstep: Class 52 contains 6019 members 
Entering Unmasked Estep 
Score: -100308008.000000 Penalty: 115070.648438
Splitting cluster 5 changes total score from -100308416.000000 to -100308008.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (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: -157646.015625 Penalty: 1162.498047
	Iteration 0F: 2 clusters Score -157646 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -156020.078125 Penalty: 2324.996094
	Iteration 0F: 3 clusters Score -156020.1 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -156347.703125 Penalty: 2324.996094
	Iteration 1F: 3 clusters Score -156347.7 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -156458.031250 Penalty: 2324.996094
	Iteration 2F: 3 clusters Score -156458 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -156518.765625 Penalty: 2324.996094
	Iteration 3Q: 3 clusters Score -156518.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -156556.937500 Penalty: 2324.996094
	Iteration 4Q: 3 clusters Score -156556.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -156579.890625 Penalty: 2324.996094
	Iteration 5Q: 3 clusters Score -156579.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -156598.625000 Penalty: 2324.996094
	Iteration 6Q: 3 clusters Score -156598.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -156609.203125 Penalty: 2324.996094
	Iteration 7Q: 3 clusters Score -156609.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -156616.578125 Penalty: 2324.996094
	Iteration 8Q: 3 clusters Score -156616.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -156621.328125 Penalty: 2324.996094
	Iteration 9Q: 3 clusters Score -156621.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -156634.437500 Penalty: 2324.996094
	Iteration 10Q: 3 clusters Score -156634.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -156638.265625 Penalty: 2324.996094
	Iteration 11Q: 3 clusters Score -156638.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -156641.265625 Penalty: 2324.996094
	Iteration 12Q: 3 clusters Score -156641.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -156644.156250 Penalty: 2324.996094
	Iteration 13Q: 3 clusters Score -156644.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -156647.531250 Penalty: 2324.996094
	Iteration 14Q: 3 clusters Score -156647.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -156648.453125 Penalty: 2324.996094
	Iteration 15Q: 3 clusters Score -156648.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -156649.156250 Penalty: 2324.996094
	Iteration 16Q: 3 clusters Score -156649.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -156649.156250 Penalty: 2324.996094
	Iteration 17F: 3 clusters Score -156649.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (476 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Entering Unmasked Estep 
Score: -50619.191406 Penalty: 1001.880371
	Iteration 0F: 2 clusters Score -50619.19 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -49724.085938 Penalty: 2003.760742
	Iteration 0F: 3 clusters Score -49724.09 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -49974.554688 Penalty: 2003.760742
	Iteration 1F: 3 clusters Score -49974.55 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -50088.882812 Penalty: 2003.760742
	Iteration 2F: 3 clusters Score -50088.88 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -50172.136719 Penalty: 2003.760742
	Iteration 3F: 3 clusters Score -50172.14 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -50223.906250 Penalty: 2003.760742
	Iteration 4Q: 3 clusters Score -50223.91 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -50260.703125 Penalty: 2003.760742
	Iteration 5Q: 3 clusters Score -50260.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -50271.734375 Penalty: 2003.760742
	Iteration 6Q: 3 clusters Score -50271.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -50279.921875 Penalty: 2003.760742
	Iteration 7Q: 3 clusters Score -50279.92 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -50283.031250 Penalty: 2003.760742
	Iteration 8Q: 3 clusters Score -50283.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -50284.695312 Penalty: 2003.760742
	Iteration 9Q: 3 clusters Score -50284.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -50285.453125 Penalty: 2003.760742
	Iteration 10Q: 3 clusters Score -50285.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -50285.453125 Penalty: 2003.760742
	Iteration 11F: 3 clusters Score -50285.45 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (10190 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10190 members 
Entering Unmasked Estep 
Score: -1227362.000000 Penalty: 1499.738892
	Iteration 0F: 2 clusters Score -1227362 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -1220124.375000 Penalty: 2999.477783
	Iteration 0F: 3 clusters Score -1220124 nChanged 4371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -1222474.500000 Penalty: 2999.477783
	Iteration 1F: 3 clusters Score -1222474 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -1222847.250000 Penalty: 2999.477783
	Iteration 2F: 3 clusters Score -1222847 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 5537 members 
Entering Unmasked Estep 
Score: -1223217.625000 Penalty: 2999.477783
	Iteration 3F: 3 clusters Score -1223218 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 5706 members 
Entering Unmasked Estep 
Score: -1223648.375000 Penalty: 2999.477783
	Iteration 4F: 3 clusters Score -1223648 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 5879 members 
Entering Unmasked Estep 
Score: -1224101.250000 Penalty: 2999.477783
	Iteration 5F: 3 clusters Score -1224101 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 6010 members 
Entering Unmasked Estep 
Score: -1224595.500000 Penalty: 2999.477783
	Iteration 6F: 3 clusters Score -1224596 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 6121 members 
Entering Unmasked Estep 
Score: -1225062.125000 Penalty: 2999.477783
	Iteration 7F: 3 clusters Score -1225062 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 6174 members 
Entering Unmasked Estep 
Score: -1225393.250000 Penalty: 2999.477783
	Iteration 8Q: 3 clusters Score -1225393 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 6193 members 
Entering Unmasked Estep 
Score: -1225627.875000 Penalty: 2999.477783
	Iteration 9Q: 3 clusters Score -1225628 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 6228 members 
Entering Unmasked Estep 
Score: -1225815.250000 Penalty: 2999.477783
	Iteration 10Q: 3 clusters Score -1225815 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 6292 members 
Entering Unmasked Estep 
Score: -1225985.125000 Penalty: 2999.477783
	Iteration 11Q: 3 clusters Score -1225985 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 6367 members 
Entering Unmasked Estep 
Score: -1226097.375000 Penalty: 2999.477783
	Iteration 12Q: 3 clusters Score -1226097 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 6423 members 
Entering Unmasked Estep 
Score: -1226156.125000 Penalty: 2999.477783
	Iteration 13Q: 3 clusters Score -1226156 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 6469 members 
Entering Unmasked Estep 
Score: -1226203.500000 Penalty: 2999.477783
	Iteration 14Q: 3 clusters Score -1226204 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 6512 members 
Entering Unmasked Estep 
Score: -1226235.750000 Penalty: 2999.477783
	Iteration 15Q: 3 clusters Score -1226236 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 6546 members 
Entering Unmasked Estep 
Score: -1226251.000000 Penalty: 2999.477783
	Iteration 16Q: 3 clusters Score -1226251 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 6562 members 
Entering Unmasked Estep 
Score: -1226257.250000 Penalty: 2999.477783
	Iteration 17Q: 3 clusters Score -1226257 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 6577 members 
Entering Unmasked Estep 
Score: -1226269.750000 Penalty: 2999.477783
	Iteration 18Q: 3 clusters Score -1226270 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 6588 members 
Entering Unmasked Estep 
Score: -1226278.000000 Penalty: 2999.477783
	Iteration 19Q: 3 clusters Score -1226278 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 6598 members 
Entering Unmasked Estep 
Score: -1226282.625000 Penalty: 2999.477783
	Iteration 20F: 3 clusters Score -1226283 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 6601 members 
Entering Unmasked Estep 
Score: -1226291.250000 Penalty: 2999.477783
	Iteration 21Q: 3 clusters Score -1226291 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 6612 members 
Entering Unmasked Estep 
Score: -1226299.375000 Penalty: 2999.477783
	Iteration 22Q: 3 clusters Score -1226299 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 6620 members 
Entering Unmasked Estep 
Score: -1226301.125000 Penalty: 2999.477783
	Iteration 23Q: 3 clusters Score -1226301 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 6626 members 
Entering Unmasked Estep 
Score: -1226301.875000 Penalty: 2999.477783
	Iteration 24Q: 3 clusters Score -1226302 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 6627 members 
Entering Unmasked Estep 
Score: -1226304.875000 Penalty: 2999.477783
	Iteration 25Q: 3 clusters Score -1226305 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 6631 members 
Entering Unmasked Estep 
Score: -1226308.000000 Penalty: 2999.477783
	Iteration 26Q: 3 clusters Score -1226308 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 6634 members 
Entering Unmasked Estep 
Score: -1226309.625000 Penalty: 2999.477783
	Iteration 27Q: 3 clusters Score -1226310 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 6638 members 
Entering Unmasked Estep 
Score: -1226311.375000 Penalty: 2999.477783
	Iteration 28Q: 3 clusters Score -1226311 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 6644 members 
Entering Unmasked Estep 
Score: -1226309.875000 Penalty: 2999.477783
	Iteration 29Q: 3 clusters Score -1226310 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 6646 members 
Entering Unmasked Estep 
Score: -1226310.625000 Penalty: 2999.477783
	Iteration 30Q: 3 clusters Score -1226311 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 6649 members 
Entering Unmasked Estep 
Score: -1226309.250000 Penalty: 2999.477783
	Iteration 31Q: 3 clusters Score -1226309 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 6650 members 
Entering Unmasked Estep 
Score: -1226310.750000 Penalty: 2999.477783
	Iteration 32Q: 3 clusters Score -1226311 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 6652 members 
Entering Unmasked Estep 
Score: -1226311.000000 Penalty: 2999.477783
	Iteration 33Q: 3 clusters Score -1226311 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 6653 members 
Entering Unmasked Estep 
Score: -1226312.000000 Penalty: 2999.477783
	Iteration 34Q: 3 clusters Score -1226312 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 6653 members 
Entering Unmasked Estep 
Score: -1226312.000000 Penalty: 2999.477783
	Iteration 35Q: 3 clusters Score -1226312 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 6646 members 
Entering Unmasked Estep 
Score: -1226315.500000 Penalty: 2999.477783
	Iteration 36Q: 3 clusters Score -1226316 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 6641 members 
Entering Unmasked Estep 
Score: -1226319.125000 Penalty: 2999.477783
	Iteration 37Q: 3 clusters Score -1226319 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 6635 members 
Entering Unmasked Estep 
Score: -1226317.500000 Penalty: 2999.477783
	Iteration 38Q: 3 clusters Score -1226318 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 6626 members 
Entering Unmasked Estep 
Score: -1226321.500000 Penalty: 2999.477783
	Iteration 39Q: 3 clusters Score -1226322 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 6612 members 
Entering Unmasked Estep 
Score: -1226327.875000 Penalty: 2999.477783
	Iteration 40F: 3 clusters Score -1226328 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 6601 members 
Entering Unmasked Estep 
Score: -1226332.625000 Penalty: 2999.477783
	Iteration 41Q: 3 clusters Score -1226333 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 6594 members 
Entering Unmasked Estep 
Score: -1226331.125000 Penalty: 2999.477783
	Iteration 42Q: 3 clusters Score -1226331 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 6584 members 
Entering Unmasked Estep 
Score: -1226335.250000 Penalty: 2999.477783
	Iteration 43Q: 3 clusters Score -1226335 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 6572 members 
Entering Unmasked Estep 
Score: -1226335.375000 Penalty: 2999.477783
	Iteration 44Q: 3 clusters Score -1226335 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 6559 members 
Entering Unmasked Estep 
Score: -1226344.750000 Penalty: 2999.477783
	Iteration 45Q: 3 clusters Score -1226345 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 6539 members 
Entering Unmasked Estep 
Score: -1226348.125000 Penalty: 2999.477783
	Iteration 46Q: 3 clusters Score -1226348 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 6519 members 
Entering Unmasked Estep 
Score: -1226351.250000 Penalty: 2999.477783
	Iteration 47Q: 3 clusters Score -1226351 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 6506 members 
Entering Unmasked Estep 
Score: -1226356.750000 Penalty: 2999.477783
	Iteration 48Q: 3 clusters Score -1226357 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 6495 members 
Entering Unmasked Estep 
Score: -1226360.000000 Penalty: 2999.477783
	Iteration 49Q: 3 clusters Score -1226360 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 6488 members 
Entering Unmasked Estep 
Score: -1226363.000000 Penalty: 2999.477783
	Iteration 50Q: 3 clusters Score -1226363 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 6480 members 
Entering Unmasked Estep 
Score: -1226365.875000 Penalty: 2999.477783
	Iteration 51Q: 3 clusters Score -1226366 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 6474 members 
Entering Unmasked Estep 
Score: -1226366.625000 Penalty: 2999.477783
	Iteration 52Q: 3 clusters Score -1226367 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 6472 members 
Entering Unmasked Estep 
Score: -1226366.875000 Penalty: 2999.477783
	Iteration 53Q: 3 clusters Score -1226367 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 6461 members 
Entering Unmasked Estep 
Score: -1226367.375000 Penalty: 2999.477783
	Iteration 54Q: 3 clusters Score -1226367 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 6450 members 
Entering Unmasked Estep 
Score: -1226371.125000 Penalty: 2999.477783
	Iteration 55Q: 3 clusters Score -1226371 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 6440 members 
Entering Unmasked Estep 
Score: -1226372.250000 Penalty: 2999.477783
	Iteration 56Q: 3 clusters Score -1226372 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 6433 members 
Entering Unmasked Estep 
Score: -1226373.250000 Penalty: 2999.477783
	Iteration 57Q: 3 clusters Score -1226373 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 6430 members 
Entering Unmasked Estep 
Score: -1226374.250000 Penalty: 2999.477783
	Iteration 58Q: 3 clusters Score -1226374 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 6425 members 
Entering Unmasked Estep 
Score: -1226375.625000 Penalty: 2999.477783
	Iteration 59Q: 3 clusters Score -1226376 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 6424 members 
Entering Unmasked Estep 
Score: -1226373.875000 Penalty: 2999.477783
	Iteration 60F: 3 clusters Score -1226374 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 6421 members 
Entering Unmasked Estep 
Score: -1226377.125000 Penalty: 2999.477783
	Iteration 61Q: 3 clusters Score -1226377 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 6416 members 
Entering Unmasked Estep 
Score: -1226375.000000 Penalty: 2999.477783
	Iteration 62Q: 3 clusters Score -1226375 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 6412 members 
Entering Unmasked Estep 
Score: -1226375.500000 Penalty: 2999.477783
	Iteration 63Q: 3 clusters Score -1226376 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 6405 members 
Entering Unmasked Estep 
Score: -1226376.750000 Penalty: 2999.477783
	Iteration 64Q: 3 clusters Score -1226377 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 6394 members 
Entering Unmasked Estep 
Score: -1226379.000000 Penalty: 2999.477783
	Iteration 65Q: 3 clusters Score -1226379 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 6391 members 
Entering Unmasked Estep 
Score: -1226381.750000 Penalty: 2999.477783
	Iteration 66Q: 3 clusters Score -1226382 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 6387 members 
Entering Unmasked Estep 
Score: -1226382.500000 Penalty: 2999.477783
	Iteration 67Q: 3 clusters Score -1226382 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 6379 members 
Entering Unmasked Estep 
Score: -1226383.000000 Penalty: 2999.477783
	Iteration 68Q: 3 clusters Score -1226383 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 6376 members 
Entering Unmasked Estep 
Score: -1226383.500000 Penalty: 2999.477783
	Iteration 69Q: 3 clusters Score -1226384 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 6373 members 
Entering Unmasked Estep 
Score: -1226383.500000 Penalty: 2999.477783
	Iteration 70Q: 3 clusters Score -1226384 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 6373 members 
Entering Unmasked Estep 
Score: -1226385.125000 Penalty: 2999.477783
	Iteration 71Q: 3 clusters Score -1226385 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 6368 members 
Entering Unmasked Estep 
Score: -1226384.875000 Penalty: 2999.477783
	Iteration 72Q: 3 clusters Score -1226385 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 6362 members 
Entering Unmasked Estep 
Score: -1226384.875000 Penalty: 2999.477783
	Iteration 73Q: 3 clusters Score -1226385 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 6361 members 
Entering Unmasked Estep 
Score: -1226386.125000 Penalty: 2999.477783
	Iteration 74Q: 3 clusters Score -1226386 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 6356 members 
Entering Unmasked Estep 
Score: -1226386.500000 Penalty: 2999.477783
	Iteration 75Q: 3 clusters Score -1226386 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 6351 members 
Entering Unmasked Estep 
Score: -1226386.875000 Penalty: 2999.477783
	Iteration 76Q: 3 clusters Score -1226387 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 6343 members 
Entering Unmasked Estep 
Score: -1226388.250000 Penalty: 2999.477783
	Iteration 77Q: 3 clusters Score -1226388 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 6335 members 
Entering Unmasked Estep 
Score: -1226388.875000 Penalty: 2999.477783
	Iteration 78Q: 3 clusters Score -1226389 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 6326 members 
Entering Unmasked Estep 
Score: -1226391.875000 Penalty: 2999.477783
	Iteration 79Q: 3 clusters Score -1226392 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 6314 members 
Entering Unmasked Estep 
Score: -1226395.125000 Penalty: 2999.477783
	Iteration 80F: 3 clusters Score -1226395 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 6302 members 
Entering Unmasked Estep 
Score: -1226395.250000 Penalty: 2999.477783
	Iteration 81Q: 3 clusters Score -1226395 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 6289 members 
Entering Unmasked Estep 
Score: -1226397.250000 Penalty: 2999.477783
	Iteration 82Q: 3 clusters Score -1226397 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 6276 members 
Entering Unmasked Estep 
Score: -1226398.625000 Penalty: 2999.477783
	Iteration 83Q: 3 clusters Score -1226399 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 6270 members 
Entering Unmasked Estep 
Score: -1226402.000000 Penalty: 2999.477783
	Iteration 84Q: 3 clusters Score -1226402 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 6258 members 
Entering Unmasked Estep 
Score: -1226402.500000 Penalty: 2999.477783
	Iteration 85Q: 3 clusters Score -1226402 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 6249 members 
Entering Unmasked Estep 
Score: -1226404.250000 Penalty: 2999.477783
	Iteration 86Q: 3 clusters Score -1226404 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 6242 members 
Entering Unmasked Estep 
Score: -1226405.000000 Penalty: 2999.477783
	Iteration 87Q: 3 clusters Score -1226405 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 6235 members 
Entering Unmasked Estep 
Score: -1226408.000000 Penalty: 2999.477783
	Iteration 88Q: 3 clusters Score -1226408 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 6230 members 
Entering Unmasked Estep 
Score: -1226407.500000 Penalty: 2999.477783
	Iteration 89Q: 3 clusters Score -1226408 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 6226 members 
Entering Unmasked Estep 
Score: -1226407.250000 Penalty: 2999.477783
	Iteration 90Q: 3 clusters Score -1226407 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 6221 members 
Entering Unmasked Estep 
Score: -1226407.500000 Penalty: 2999.477783
	Iteration 91Q: 3 clusters Score -1226408 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 6214 members 
Entering Unmasked Estep 
Score: -1226409.875000 Penalty: 2999.477783
	Iteration 92Q: 3 clusters Score -1226410 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 6208 members 
Entering Unmasked Estep 
Score: -1226410.375000 Penalty: 2999.477783
	Iteration 93Q: 3 clusters Score -1226410 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 6203 members 
Entering Unmasked Estep 
Score: -1226412.875000 Penalty: 2999.477783
	Iteration 94Q: 3 clusters Score -1226413 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 6200 members 
Entering Unmasked Estep 
Score: -1226411.250000 Penalty: 2999.477783
	Iteration 95Q: 3 clusters Score -1226411 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 6197 members 
Entering Unmasked Estep 
Score: -1226412.625000 Penalty: 2999.477783
	Iteration 96Q: 3 clusters Score -1226413 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 6195 members 
Entering Unmasked Estep 
Score: -1226411.125000 Penalty: 2999.477783
	Iteration 97Q: 3 clusters Score -1226411 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 6191 members 
Entering Unmasked Estep 
Score: -1226411.875000 Penalty: 2999.477783
	Iteration 98Q: 3 clusters Score -1226412 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 6189 members 
Entering Unmasked Estep 
Score: -1226410.750000 Penalty: 2999.477783
	Iteration 99Q: 3 clusters Score -1226411 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 6189 members 
Entering Unmasked Estep 
Score: -1226410.750000 Penalty: 2999.477783
	Iteration 100F: 3 clusters Score -1226411 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (25822 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25822 members 
Entering Unmasked Estep 
Score: -3136659.250000 Penalty: 1650.834595
	Iteration 0F: 2 clusters Score -3136659 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12855 members 
Mstep: Class 2 contains 12967 members 
Entering Unmasked Estep 
Score: -3119092.500000 Penalty: 3301.669189
	Iteration 0F: 3 clusters Score -3119092 nChanged 11813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12240 members 
Mstep: Class 2 contains 13582 members 
Entering Unmasked Estep 
Score: -3125587.750000 Penalty: 3301.669189
	Iteration 1F: 3 clusters Score -3125588 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11895 members 
Mstep: Class 2 contains 13927 members 
Entering Unmasked Estep 
Score: -3126033.250000 Penalty: 3301.669189
	Iteration 2Q: 3 clusters Score -3126033 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11395 members 
Mstep: Class 2 contains 14427 members 
Entering Unmasked Estep 
Score: -3126502.500000 Penalty: 3301.669189
	Iteration 3Q: 3 clusters Score -3126502 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10680 members 
Mstep: Class 2 contains 15142 members 
Entering Unmasked Estep 
Score: -3127153.750000 Penalty: 3301.669189
	Iteration 4F: 3 clusters Score -3127154 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9778 members 
Mstep: Class 2 contains 16044 members 
Entering Unmasked Estep 
Score: -3128033.750000 Penalty: 3301.669189
	Iteration 5F: 3 clusters Score -3128034 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8656 members 
Mstep: Class 2 contains 17166 members 
Entering Unmasked Estep 
Score: -3129222.000000 Penalty: 3301.669189
	Iteration 6F: 3 clusters Score -3129222 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7368 members 
Mstep: Class 2 contains 18454 members 
Entering Unmasked Estep 
Score: -3130573.500000 Penalty: 3301.669189
	Iteration 7F: 3 clusters Score -3130574 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6072 members 
Mstep: Class 2 contains 19750 members 
Entering Unmasked Estep 
Score: -3131895.000000 Penalty: 3301.669189
	Iteration 8F: 3 clusters Score -3131895 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 20979 members 
Entering Unmasked Estep 
Score: -3133109.750000 Penalty: 3301.669189
	Iteration 9F: 3 clusters Score -3133110 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 22002 members 
Entering Unmasked Estep 
Score: -3134097.500000 Penalty: 3301.669189
	Iteration 10Q: 3 clusters Score -3134098 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 22746 members 
Entering Unmasked Estep 
Score: -3134722.250000 Penalty: 3301.669189
	Iteration 11Q: 3 clusters Score -3134722 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 23274 members 
Entering Unmasked Estep 
Score: -3135141.250000 Penalty: 3301.669189
	Iteration 12Q: 3 clusters Score -3135141 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 23634 members 
Entering Unmasked Estep 
Score: -3135393.250000 Penalty: 3301.669189
	Iteration 13Q: 3 clusters Score -3135393 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 23883 members 
Entering Unmasked Estep 
Score: -3135557.500000 Penalty: 3301.669189
	Iteration 14Q: 3 clusters Score -3135558 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 24071 members 
Entering Unmasked Estep 
Score: -3135655.250000 Penalty: 3301.669189
	Iteration 15Q: 3 clusters Score -3135655 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 24207 members 
Entering Unmasked Estep 
Score: -3135719.000000 Penalty: 3301.669189
	Iteration 16Q: 3 clusters Score -3135719 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 24304 members 
Entering Unmasked Estep 
Score: -3135760.250000 Penalty: 3301.669189
	Iteration 17Q: 3 clusters Score -3135760 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 24389 members 
Entering Unmasked Estep 
Score: -3135822.250000 Penalty: 3301.669189
	Iteration 18Q: 3 clusters Score -3135822 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 24468 members 
Entering Unmasked Estep 
Score: -3135874.750000 Penalty: 3301.669189
	Iteration 19Q: 3 clusters Score -3135875 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 24516 members 
Entering Unmasked Estep 
Score: -3135906.750000 Penalty: 3301.669189
	Iteration 20F: 3 clusters Score -3135907 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 24554 members 
Entering Unmasked Estep 
Score: -3135920.750000 Penalty: 3301.669189
	Iteration 21Q: 3 clusters Score -3135921 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 24579 members 
Entering Unmasked Estep 
Score: -3135934.500000 Penalty: 3301.669189
	Iteration 22Q: 3 clusters Score -3135934 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 24599 members 
Entering Unmasked Estep 
Score: -3135939.750000 Penalty: 3301.669189
	Iteration 23Q: 3 clusters Score -3135940 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 24611 members 
Entering Unmasked Estep 
Score: -3135942.250000 Penalty: 3301.669189
	Iteration 24Q: 3 clusters Score -3135942 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 24619 members 
Entering Unmasked Estep 
Score: -3135946.000000 Penalty: 3301.669189
	Iteration 25Q: 3 clusters Score -3135946 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 24632 members 
Entering Unmasked Estep 
Score: -3135956.250000 Penalty: 3301.669189
	Iteration 26Q: 3 clusters Score -3135956 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 24641 members 
Entering Unmasked Estep 
Score: -3135960.000000 Penalty: 3301.669189
	Iteration 27Q: 3 clusters Score -3135960 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 24642 members 
Entering Unmasked Estep 
Score: -3135964.000000 Penalty: 3301.669189
	Iteration 28Q: 3 clusters Score -3135964 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 24643 members 
Entering Unmasked Estep 
Score: -3135965.500000 Penalty: 3301.669189
	Iteration 29Q: 3 clusters Score -3135966 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 24646 members 
Entering Unmasked Estep 
Score: -3135968.000000 Penalty: 3301.669189
	Iteration 30Q: 3 clusters Score -3135968 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 24649 members 
Entering Unmasked Estep 
Score: -3135969.250000 Penalty: 3301.669189
	Iteration 31Q: 3 clusters Score -3135969 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 24651 members 
Entering Unmasked Estep 
Score: -3135969.750000 Penalty: 3301.669189
	Iteration 32Q: 3 clusters Score -3135970 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 24651 members 
Entering Unmasked Estep 
Score: -3135969.250000 Penalty: 3301.669189
	Iteration 33Q: 3 clusters Score -3135969 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 24651 members 
Entering Unmasked Estep 
Score: -3135970.000000 Penalty: 3301.669189
	Iteration 34Q: 3 clusters Score -3135970 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 24652 members 
Entering Unmasked Estep 
Score: -3135974.500000 Penalty: 3301.669189
	Iteration 35Q: 3 clusters Score -3135974 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 24653 members 
Entering Unmasked Estep 
Score: -3135971.250000 Penalty: 3301.669189
	Iteration 36Q: 3 clusters Score -3135971 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 24654 members 
Entering Unmasked Estep 
Score: -3135969.750000 Penalty: 3301.669189
	Iteration 37Q: 3 clusters Score -3135970 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 24655 members 
Entering Unmasked Estep 
Score: -3135970.750000 Penalty: 3301.669189
	Iteration 38Q: 3 clusters Score -3135971 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 24657 members 
Entering Unmasked Estep 
Score: -3135972.000000 Penalty: 3301.669189
	Iteration 39Q: 3 clusters Score -3135972 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 24657 members 
Entering Unmasked Estep 
Score: -3135972.000000 Penalty: 3301.669189
	Iteration 40F: 3 clusters Score -3135972 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (33141 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33141 members 
Entering Unmasked Estep 
Score: -4287770.500000 Penalty: 1691.385498
	Iteration 0F: 2 clusters Score -4287770 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16739 members 
Mstep: Class 2 contains 16402 members 
Entering Unmasked Estep 
Score: -4265649.500000 Penalty: 3382.770996
	Iteration 0F: 3 clusters Score -4265650 nChanged 15133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17982 members 
Mstep: Class 2 contains 15159 members 
Entering Unmasked Estep 
Score: -4274256.500000 Penalty: 3382.770996
	Iteration 1F: 3 clusters Score -4274256 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18765 members 
Mstep: Class 2 contains 14376 members 
Entering Unmasked Estep 
Score: -4274779.000000 Penalty: 3382.770996
	Iteration 2Q: 3 clusters Score -4274779 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19886 members 
Mstep: Class 2 contains 13255 members 
Entering Unmasked Estep 
Score: -4275433.500000 Penalty: 3382.770996
	Iteration 3Q: 3 clusters Score -4275434 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21499 members 
Mstep: Class 2 contains 11642 members 
Entering Unmasked Estep 
Score: -4276448.500000 Penalty: 3382.770996
	Iteration 4F: 3 clusters Score -4276448 nChanged 2247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23624 members 
Mstep: Class 2 contains 9517 members 
Entering Unmasked Estep 
Score: -4277968.000000 Penalty: 3382.770996
	Iteration 5F: 3 clusters Score -4277968 nChanged 2489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26041 members 
Mstep: Class 2 contains 7100 members 
Entering Unmasked Estep 
Score: -4280021.500000 Penalty: 3382.770996
	Iteration 6F: 3 clusters Score -4280022 nChanged 2417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28402 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -4282229.000000 Penalty: 3382.770996
	Iteration 7F: 3 clusters Score -4282229 nChanged 1844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30212 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -4283943.500000 Penalty: 3382.770996
	Iteration 8F: 3 clusters Score -4283944 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31357 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -4285003.000000 Penalty: 3382.770996
	Iteration 9Q: 3 clusters Score -4285003 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32031 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -4285611.000000 Penalty: 3382.770996
	Iteration 10Q: 3 clusters Score -4285611 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32396 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -4285948.000000 Penalty: 3382.770996
	Iteration 11Q: 3 clusters Score -4285948 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32569 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -4286095.000000 Penalty: 3382.770996
	Iteration 12Q: 3 clusters Score -4286095 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32661 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -4286192.000000 Penalty: 3382.770996
	Iteration 13Q: 3 clusters Score -4286192 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32714 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -4286259.000000 Penalty: 3382.770996
	Iteration 14Q: 3 clusters Score -4286259 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32749 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -4286302.000000 Penalty: 3382.770996
	Iteration 15Q: 3 clusters Score -4286302 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32772 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -4286324.000000 Penalty: 3382.770996
	Iteration 16Q: 3 clusters Score -4286324 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32790 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -4286342.500000 Penalty: 3382.770996
	Iteration 17Q: 3 clusters Score -4286342 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32801 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -4286353.000000 Penalty: 3382.770996
	Iteration 18Q: 3 clusters Score -4286353 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32804 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -4286358.500000 Penalty: 3382.770996
	Iteration 19Q: 3 clusters Score -4286358 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32805 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -4286357.500000 Penalty: 3382.770996
	Iteration 20F: 3 clusters Score -4286358 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32807 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -4286360.500000 Penalty: 3382.770996
	Iteration 21Q: 3 clusters Score -4286360 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32812 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -4286363.500000 Penalty: 3382.770996
	Iteration 22Q: 3 clusters Score -4286364 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32816 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -4286367.000000 Penalty: 3382.770996
	Iteration 23Q: 3 clusters Score -4286367 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32820 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -4286365.000000 Penalty: 3382.770996
	Iteration 24Q: 3 clusters Score -4286365 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32823 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -4286368.000000 Penalty: 3382.770996
	Iteration 25Q: 3 clusters Score -4286368 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32823 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -4286368.000000 Penalty: 3382.770996
	Iteration 26F: 3 clusters Score -4286368 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (2163 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Entering Unmasked Estep 
Score: -257260.828125 Penalty: 1247.878296
	Iteration 0F: 2 clusters Score -257260.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -255089.656250 Penalty: 2495.756592
	Iteration 0F: 3 clusters Score -255089.7 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -255608.625000 Penalty: 2495.756592
	Iteration 1F: 3 clusters Score -255608.6 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -255768.453125 Penalty: 2495.756592
	Iteration 2F: 3 clusters Score -255768.5 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -255864.234375 Penalty: 2495.756592
	Iteration 3F: 3 clusters Score -255864.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -255932.984375 Penalty: 2495.756592
	Iteration 4Q: 3 clusters Score -255933 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -255991.125000 Penalty: 2495.756592
	Iteration 5Q: 3 clusters Score -255991.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -256054.062500 Penalty: 2495.756592
	Iteration 6Q: 3 clusters Score -256054.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -256098.875000 Penalty: 2495.756592
	Iteration 7Q: 3 clusters Score -256098.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -256132.406250 Penalty: 2495.756592
	Iteration 8Q: 3 clusters Score -256132.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -256157.734375 Penalty: 2495.756592
	Iteration 9Q: 3 clusters Score -256157.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -256175.890625 Penalty: 2495.756592
	Iteration 10Q: 3 clusters Score -256175.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -256190.484375 Penalty: 2495.756592
	Iteration 11Q: 3 clusters Score -256190.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -256202.609375 Penalty: 2495.756592
	Iteration 12Q: 3 clusters Score -256202.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -256213.625000 Penalty: 2495.756592
	Iteration 13Q: 3 clusters Score -256213.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -256231.953125 Penalty: 2495.756592
	Iteration 14Q: 3 clusters Score -256232 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -256248.890625 Penalty: 2495.756592
	Iteration 15Q: 3 clusters Score -256248.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -256258.390625 Penalty: 2495.756592
	Iteration 16Q: 3 clusters Score -256258.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -256269.500000 Penalty: 2495.756592
	Iteration 17Q: 3 clusters Score -256269.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -256277.562500 Penalty: 2495.756592
	Iteration 18Q: 3 clusters Score -256277.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -256285.218750 Penalty: 2495.756592
	Iteration 19Q: 3 clusters Score -256285.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -256295.031250 Penalty: 2495.756592
	Iteration 20F: 3 clusters Score -256295 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -256304.234375 Penalty: 2495.756592
	Iteration 21Q: 3 clusters Score -256304.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -256313.828125 Penalty: 2495.756592
	Iteration 22Q: 3 clusters Score -256313.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -256319.515625 Penalty: 2495.756592
	Iteration 23Q: 3 clusters Score -256319.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -256324.093750 Penalty: 2495.756592
	Iteration 24Q: 3 clusters Score -256324.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -256325.703125 Penalty: 2495.756592
	Iteration 25Q: 3 clusters Score -256325.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -256329.546875 Penalty: 2495.756592
	Iteration 26Q: 3 clusters Score -256329.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -256333.578125 Penalty: 2495.756592
	Iteration 27Q: 3 clusters Score -256333.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -256339.046875 Penalty: 2495.756592
	Iteration 28Q: 3 clusters Score -256339 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -256342.171875 Penalty: 2495.756592
	Iteration 29Q: 3 clusters Score -256342.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -256344.296875 Penalty: 2495.756592
	Iteration 30Q: 3 clusters Score -256344.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -256347.015625 Penalty: 2495.756592
	Iteration 31Q: 3 clusters Score -256347 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -256348.750000 Penalty: 2495.756592
	Iteration 32Q: 3 clusters Score -256348.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -256351.812500 Penalty: 2495.756592
	Iteration 33Q: 3 clusters Score -256351.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -256354.812500 Penalty: 2495.756592
	Iteration 34Q: 3 clusters Score -256354.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -256355.734375 Penalty: 2495.756592
	Iteration 35Q: 3 clusters Score -256355.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -256356.203125 Penalty: 2495.756592
	Iteration 36Q: 3 clusters Score -256356.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -256356.781250 Penalty: 2495.756592
	Iteration 37Q: 3 clusters Score -256356.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -256357.578125 Penalty: 2495.756592
	Iteration 38Q: 3 clusters Score -256357.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -256357.671875 Penalty: 2495.756592
	Iteration 39Q: 3 clusters Score -256357.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -256358.140625 Penalty: 2495.756592
	Iteration 40F: 3 clusters Score -256358.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (73133 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73133 members 
Entering Unmasked Estep 
Score: -9292589.000000 Penalty: 1820.005737
	Iteration 0F: 2 clusters Score -9292589 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36719 members 
Mstep: Class 2 contains 36414 members 
Entering Unmasked Estep 
Score: -9243857.000000 Penalty: 3640.011475
	Iteration 0F: 3 clusters Score -9243857 nChanged 34686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38507 members 
Mstep: Class 2 contains 34626 members 
Entering Unmasked Estep 
Score: -9263677.000000 Penalty: 3640.011475
	Iteration 1F: 3 clusters Score -9263677 nChanged 2802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39717 members 
Mstep: Class 2 contains 33416 members 
Entering Unmasked Estep 
Score: -9264509.000000 Penalty: 3640.011475
	Iteration 2Q: 3 clusters Score -9264509 nChanged 3126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41573 members 
Mstep: Class 2 contains 31560 members 
Entering Unmasked Estep 
Score: -9265497.000000 Penalty: 3640.011475
	Iteration 3Q: 3 clusters Score -9265497 nChanged 3689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44410 members 
Mstep: Class 2 contains 28723 members 
Entering Unmasked Estep 
Score: -9267092.000000 Penalty: 3640.011475
	Iteration 4F: 3 clusters Score -9267092 nChanged 4651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48539 members 
Mstep: Class 2 contains 24594 members 
Entering Unmasked Estep 
Score: -9269791.000000 Penalty: 3640.011475
	Iteration 5F: 3 clusters Score -9269791 nChanged 5640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53929 members 
Mstep: Class 2 contains 19204 members 
Entering Unmasked Estep 
Score: -9273873.000000 Penalty: 3640.011475
	Iteration 6F: 3 clusters Score -9273873 nChanged 6124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59955 members 
Mstep: Class 2 contains 13178 members 
Entering Unmasked Estep 
Score: -9279024.000000 Penalty: 3640.011475
	Iteration 7F: 3 clusters Score -9279024 nChanged 5370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65293 members 
Mstep: Class 2 contains 7840 members 
Entering Unmasked Estep 
Score: -9283876.000000 Penalty: 3640.011475
	Iteration 8F: 3 clusters Score -9283876 nChanged 3788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69075 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -9287440.000000 Penalty: 3640.011475
	Iteration 9F: 3 clusters Score -9287440 nChanged 2125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71194 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -9289342.000000 Penalty: 3640.011475
	Iteration 10Q: 3 clusters Score -9289342 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72205 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -9290294.000000 Penalty: 3640.011475
	Iteration 11Q: 3 clusters Score -9290294 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72640 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -9290750.000000 Penalty: 3640.011475
	Iteration 12Q: 3 clusters Score -9290750 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72783 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -9290917.000000 Penalty: 3640.011475
	Iteration 13Q: 3 clusters Score -9290917 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72821 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -9290971.000000 Penalty: 3640.011475
	Iteration 14Q: 3 clusters Score -9290971 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72841 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -9291014.000000 Penalty: 3640.011475
	Iteration 15Q: 3 clusters Score -9291014 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72850 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -9291029.000000 Penalty: 3640.011475
	Iteration 16Q: 3 clusters Score -9291029 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72849 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -9291046.000000 Penalty: 3640.011475
	Iteration 17Q: 3 clusters Score -9291046 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72847 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -9291056.000000 Penalty: 3640.011475
	Iteration 18Q: 3 clusters Score -9291056 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72845 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -9291057.000000 Penalty: 3640.011475
	Iteration 19Q: 3 clusters Score -9291057 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72845 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -9291066.000000 Penalty: 3640.011475
	Iteration 20F: 3 clusters Score -9291066 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72849 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -9291068.000000 Penalty: 3640.011475
	Iteration 21Q: 3 clusters Score -9291068 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72850 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -9291085.000000 Penalty: 3640.011475
	Iteration 22Q: 3 clusters Score -9291085 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72852 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -9291085.000000 Penalty: 3640.011475
	Iteration 23Q: 3 clusters Score -9291085 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72855 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -9291095.000000 Penalty: 3640.011475
	Iteration 24Q: 3 clusters Score -9291095 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72854 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -9291089.000000 Penalty: 3640.011475
	Iteration 25Q: 3 clusters Score -9291089 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72854 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -9291089.000000 Penalty: 3640.011475
	Iteration 26F: 3 clusters Score -9291089 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (18140 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18140 members 
Entering Unmasked Estep 
Score: -2266823.750000 Penalty: 1593.454712
	Iteration 0F: 2 clusters Score -2266824 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9228 members 
Mstep: Class 2 contains 8912 members 
Entering Unmasked Estep 
Score: -2254541.750000 Penalty: 3186.909424
	Iteration 0F: 3 clusters Score -2254542 nChanged 8122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10240 members 
Mstep: Class 2 contains 7900 members 
Entering Unmasked Estep 
Score: -2258942.500000 Penalty: 3186.909424
	Iteration 1F: 3 clusters Score -2258942 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10960 members 
Mstep: Class 2 contains 7180 members 
Entering Unmasked Estep 
Score: -2259579.250000 Penalty: 3186.909424
	Iteration 2F: 3 clusters Score -2259579 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11909 members 
Mstep: Class 2 contains 6231 members 
Entering Unmasked Estep 
Score: -2260427.000000 Penalty: 3186.909424
	Iteration 3F: 3 clusters Score -2260427 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12979 members 
Mstep: Class 2 contains 5161 members 
Entering Unmasked Estep 
Score: -2261457.500000 Penalty: 3186.909424
	Iteration 4F: 3 clusters Score -2261458 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14047 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -2262460.000000 Penalty: 3186.909424
	Iteration 5F: 3 clusters Score -2262460 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14968 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -2263291.000000 Penalty: 3186.909424
	Iteration 6F: 3 clusters Score -2263291 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15706 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -2263918.750000 Penalty: 3186.909424
	Iteration 7Q: 3 clusters Score -2263919 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16288 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -2264391.250000 Penalty: 3186.909424
	Iteration 8Q: 3 clusters Score -2264391 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16715 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -2264749.500000 Penalty: 3186.909424
	Iteration 9Q: 3 clusters Score -2264750 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17029 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -2265026.750000 Penalty: 3186.909424
	Iteration 10Q: 3 clusters Score -2265027 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17234 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -2265196.750000 Penalty: 3186.909424
	Iteration 11Q: 3 clusters Score -2265197 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17364 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -2265311.750000 Penalty: 3186.909424
	Iteration 12Q: 3 clusters Score -2265312 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17444 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -2265388.500000 Penalty: 3186.909424
	Iteration 13Q: 3 clusters Score -2265388 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17490 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -2265453.000000 Penalty: 3186.909424
	Iteration 14Q: 3 clusters Score -2265453 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17517 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -2265497.250000 Penalty: 3186.909424
	Iteration 15Q: 3 clusters Score -2265497 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17536 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -2265519.750000 Penalty: 3186.909424
	Iteration 16Q: 3 clusters Score -2265520 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17559 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -2265537.500000 Penalty: 3186.909424
	Iteration 17Q: 3 clusters Score -2265538 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17578 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -2265560.000000 Penalty: 3186.909424
	Iteration 18Q: 3 clusters Score -2265560 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17583 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -2265562.500000 Penalty: 3186.909424
	Iteration 19Q: 3 clusters Score -2265562 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17589 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -2265569.500000 Penalty: 3186.909424
	Iteration 20F: 3 clusters Score -2265570 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17590 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -2265572.500000 Penalty: 3186.909424
	Iteration 21Q: 3 clusters Score -2265572 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17588 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -2265581.500000 Penalty: 3186.909424
	Iteration 22Q: 3 clusters Score -2265582 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17590 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -2265587.750000 Penalty: 3186.909424
	Iteration 23Q: 3 clusters Score -2265588 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17595 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -2265593.750000 Penalty: 3186.909424
	Iteration 24Q: 3 clusters Score -2265594 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17601 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -2265595.500000 Penalty: 3186.909424
	Iteration 25Q: 3 clusters Score -2265596 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17606 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -2265606.000000 Penalty: 3186.909424
	Iteration 26Q: 3 clusters Score -2265606 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17614 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -2265617.500000 Penalty: 3186.909424
	Iteration 27Q: 3 clusters Score -2265618 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17615 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -2265624.000000 Penalty: 3186.909424
	Iteration 28Q: 3 clusters Score -2265624 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17615 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -2265623.750000 Penalty: 3186.909424
	Iteration 29Q: 3 clusters Score -2265624 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17619 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -2265627.500000 Penalty: 3186.909424
	Iteration 30Q: 3 clusters Score -2265628 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17622 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -2265631.500000 Penalty: 3186.909424
	Iteration 31Q: 3 clusters Score -2265632 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17621 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -2265634.000000 Penalty: 3186.909424
	Iteration 32Q: 3 clusters Score -2265634 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17619 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -2265630.250000 Penalty: 3186.909424
	Iteration 33Q: 3 clusters Score -2265630 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17615 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -2265631.500000 Penalty: 3186.909424
	Iteration 34Q: 3 clusters Score -2265632 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17615 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -2265629.750000 Penalty: 3186.909424
	Iteration 35Q: 3 clusters Score -2265630 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17616 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -2265630.750000 Penalty: 3186.909424
	Iteration 36Q: 3 clusters Score -2265631 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17616 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -2265630.000000 Penalty: 3186.909424
	Iteration 37Q: 3 clusters Score -2265630 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17617 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -2265633.750000 Penalty: 3186.909424
	Iteration 38Q: 3 clusters Score -2265634 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17616 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -2265635.000000 Penalty: 3186.909424
	Iteration 39Q: 3 clusters Score -2265635 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17617 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -2265634.250000 Penalty: 3186.909424
	Iteration 40F: 3 clusters Score -2265634 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17618 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -2265635.500000 Penalty: 3186.909424
	Iteration 41Q: 3 clusters Score -2265636 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17618 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -2265635.500000 Penalty: 3186.909424
	Iteration 42F: 3 clusters Score -2265636 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (142721 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142721 members 
Entering Unmasked Estep 
Score: -18369266.000000 Penalty: 1928.655029
	Iteration 0F: 2 clusters Score -1.836927e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71396 members 
Mstep: Class 2 contains 71325 members 
Entering Unmasked Estep 
Score: -18288292.000000 Penalty: 3857.310059
	Iteration 0F: 3 clusters Score -1.828829e+07 nChanged 68850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71234 members 
Mstep: Class 2 contains 71487 members 
Entering Unmasked Estep 
Score: -18327992.000000 Penalty: 3857.310059
	Iteration 1F: 3 clusters Score -1.832799e+07 nChanged 3424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71182 members 
Mstep: Class 2 contains 71539 members 
Entering Unmasked Estep 
Score: -18328422.000000 Penalty: 3857.310059
	Iteration 2Q: 3 clusters Score -1.832842e+07 nChanged 3377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71005 members 
Mstep: Class 2 contains 71716 members 
Entering Unmasked Estep 
Score: -18328818.000000 Penalty: 3857.310059
	Iteration 3Q: 3 clusters Score -1.832882e+07 nChanged 3418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70767 members 
Mstep: Class 2 contains 71954 members 
Entering Unmasked Estep 
Score: -18329614.000000 Penalty: 3857.310059
	Iteration 4Q: 3 clusters Score -1.832961e+07 nChanged 3685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70488 members 
Mstep: Class 2 contains 72233 members 
Entering Unmasked Estep 
Score: -18330428.000000 Penalty: 3857.310059
	Iteration 5Q: 3 clusters Score -1.833043e+07 nChanged 4038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70166 members 
Mstep: Class 2 contains 72555 members 
Entering Unmasked Estep 
Score: -18331372.000000 Penalty: 3857.310059
	Iteration 6Q: 3 clusters Score -1.833137e+07 nChanged 4620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69830 members 
Mstep: Class 2 contains 72891 members 
Entering Unmasked Estep 
Score: -18332592.000000 Penalty: 3857.310059
	Iteration 7Q: 3 clusters Score -1.833259e+07 nChanged 5389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69313 members 
Mstep: Class 2 contains 73408 members 
Entering Unmasked Estep 
Score: -18334690.000000 Penalty: 3857.310059
	Iteration 8Q: 3 clusters Score -1.833469e+07 nChanged 6705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68640 members 
Mstep: Class 2 contains 74081 members 
Entering Unmasked Estep 
Score: -18338278.000000 Penalty: 3857.310059
	Iteration 9Q: 3 clusters Score -1.833828e+07 nChanged 8218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67710 members 
Mstep: Class 2 contains 75011 members 
Entering Unmasked Estep 
Score: -18344084.000000 Penalty: 3857.310059
	Iteration 10F: 3 clusters Score -1.834408e+07 nChanged 9117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66735 members 
Mstep: Class 2 contains 75986 members 
Entering Unmasked Estep 
Score: -18351128.000000 Penalty: 3857.310059
	Iteration 11F: 3 clusters Score -1.835113e+07 nChanged 8674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65893 members 
Mstep: Class 2 contains 76828 members 
Entering Unmasked Estep 
Score: -18356416.000000 Penalty: 3857.310059
	Iteration 12F: 3 clusters Score -1.835642e+07 nChanged 6444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65191 members 
Mstep: Class 2 contains 77530 members 
Entering Unmasked Estep 
Score: -18358926.000000 Penalty: 3857.310059
	Iteration 13Q: 3 clusters Score -1.835893e+07 nChanged 3881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64566 members 
Mstep: Class 2 contains 78155 members 
Entering Unmasked Estep 
Score: -18359838.000000 Penalty: 3857.310059
	Iteration 14Q: 3 clusters Score -1.835984e+07 nChanged 2405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63899 members 
Mstep: Class 2 contains 78822 members 
Entering Unmasked Estep 
Score: -18360350.000000 Penalty: 3857.310059
	Iteration 15Q: 3 clusters Score -1.836035e+07 nChanged 2054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63225 members 
Mstep: Class 2 contains 79496 members 
Entering Unmasked Estep 
Score: -18360968.000000 Penalty: 3857.310059
	Iteration 16Q: 3 clusters Score -1.836097e+07 nChanged 1947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62574 members 
Mstep: Class 2 contains 80147 members 
Entering Unmasked Estep 
Score: -18361408.000000 Penalty: 3857.310059
	Iteration 17Q: 3 clusters Score -1.836141e+07 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61962 members 
Mstep: Class 2 contains 80759 members 
Entering Unmasked Estep 
Score: -18362026.000000 Penalty: 3857.310059
	Iteration 18Q: 3 clusters Score -1.836203e+07 nChanged 1947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61331 members 
Mstep: Class 2 contains 81390 members 
Entering Unmasked Estep 
Score: -18362450.000000 Penalty: 3857.310059
	Iteration 19Q: 3 clusters Score -1.836245e+07 nChanged 1960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60687 members 
Mstep: Class 2 contains 82034 members 
Entering Unmasked Estep 
Score: -18362928.000000 Penalty: 3857.310059
	Iteration 20F: 3 clusters Score -1.836293e+07 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60025 members 
Mstep: Class 2 contains 82696 members 
Entering Unmasked Estep 
Score: -18363302.000000 Penalty: 3857.310059
	Iteration 21Q: 3 clusters Score -1.83633e+07 nChanged 1816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59371 members 
Mstep: Class 2 contains 83350 members 
Entering Unmasked Estep 
Score: -18363694.000000 Penalty: 3857.310059
	Iteration 22Q: 3 clusters Score -1.836369e+07 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58621 members 
Mstep: Class 2 contains 84100 members 
Entering Unmasked Estep 
Score: -18364144.000000 Penalty: 3857.310059
	Iteration 23Q: 3 clusters Score -1.836414e+07 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57887 members 
Mstep: Class 2 contains 84834 members 
Entering Unmasked Estep 
Score: -18364514.000000 Penalty: 3857.310059
	Iteration 24Q: 3 clusters Score -1.836451e+07 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57138 members 
Mstep: Class 2 contains 85583 members 
Entering Unmasked Estep 
Score: -18364818.000000 Penalty: 3857.310059
	Iteration 25Q: 3 clusters Score -1.836482e+07 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56367 members 
Mstep: Class 2 contains 86354 members 
Entering Unmasked Estep 
Score: -18365166.000000 Penalty: 3857.310059
	Iteration 26Q: 3 clusters Score -1.836517e+07 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55573 members 
Mstep: Class 2 contains 87148 members 
Entering Unmasked Estep 
Score: -18365454.000000 Penalty: 3857.310059
	Iteration 27Q: 3 clusters Score -1.836545e+07 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54800 members 
Mstep: Class 2 contains 87921 members 
Entering Unmasked Estep 
Score: -18365674.000000 Penalty: 3857.310059
	Iteration 28Q: 3 clusters Score -1.836567e+07 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54097 members 
Mstep: Class 2 contains 88624 members 
Entering Unmasked Estep 
Score: -18365752.000000 Penalty: 3857.310059
	Iteration 29Q: 3 clusters Score -1.836575e+07 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53410 members 
Mstep: Class 2 contains 89311 members 
Entering Unmasked Estep 
Score: -18365836.000000 Penalty: 3857.310059
	Iteration 30Q: 3 clusters Score -1.836584e+07 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52665 members 
Mstep: Class 2 contains 90056 members 
Entering Unmasked Estep 
Score: -18365974.000000 Penalty: 3857.310059
	Iteration 31Q: 3 clusters Score -1.836597e+07 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51918 members 
Mstep: Class 2 contains 90803 members 
Entering Unmasked Estep 
Score: -18366072.000000 Penalty: 3857.310059
	Iteration 32Q: 3 clusters Score -1.836607e+07 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51118 members 
Mstep: Class 2 contains 91603 members 
Entering Unmasked Estep 
Score: -18366202.000000 Penalty: 3857.310059
	Iteration 33Q: 3 clusters Score -1.83662e+07 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50301 members 
Mstep: Class 2 contains 92420 members 
Entering Unmasked Estep 
Score: -18366256.000000 Penalty: 3857.310059
	Iteration 34Q: 3 clusters Score -1.836626e+07 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49525 members 
Mstep: Class 2 contains 93196 members 
Entering Unmasked Estep 
Score: -18366356.000000 Penalty: 3857.310059
	Iteration 35Q: 3 clusters Score -1.836636e+07 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48794 members 
Mstep: Class 2 contains 93927 members 
Entering Unmasked Estep 
Score: -18366418.000000 Penalty: 3857.310059
	Iteration 36Q: 3 clusters Score -1.836642e+07 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48108 members 
Mstep: Class 2 contains 94613 members 
Entering Unmasked Estep 
Score: -18366386.000000 Penalty: 3857.310059
	Iteration 37Q: 3 clusters Score -1.836639e+07 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47447 members 
Mstep: Class 2 contains 95274 members 
Entering Unmasked Estep 
Score: -18366494.000000 Penalty: 3857.310059
	Iteration 38Q: 3 clusters Score -1.836649e+07 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46760 members 
Mstep: Class 2 contains 95961 members 
Entering Unmasked Estep 
Score: -18366560.000000 Penalty: 3857.310059
	Iteration 39Q: 3 clusters Score -1.836656e+07 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46029 members 
Mstep: Class 2 contains 96692 members 
Entering Unmasked Estep 
Score: -18366582.000000 Penalty: 3857.310059
	Iteration 40F: 3 clusters Score -1.836658e+07 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45233 members 
Mstep: Class 2 contains 97488 members 
Entering Unmasked Estep 
Score: -18366722.000000 Penalty: 3857.310059
	Iteration 41Q: 3 clusters Score -1.836672e+07 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44450 members 
Mstep: Class 2 contains 98271 members 
Entering Unmasked Estep 
Score: -18366790.000000 Penalty: 3857.310059
	Iteration 42Q: 3 clusters Score -1.836679e+07 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43653 members 
Mstep: Class 2 contains 99068 members 
Entering Unmasked Estep 
Score: -18366876.000000 Penalty: 3857.310059
	Iteration 43Q: 3 clusters Score -1.836688e+07 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42820 members 
Mstep: Class 2 contains 99901 members 
Entering Unmasked Estep 
Score: -18366916.000000 Penalty: 3857.310059
	Iteration 44Q: 3 clusters Score -1.836692e+07 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42030 members 
Mstep: Class 2 contains 100691 members 
Entering Unmasked Estep 
Score: -18366996.000000 Penalty: 3857.310059
	Iteration 45Q: 3 clusters Score -1.8367e+07 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41179 members 
Mstep: Class 2 contains 101542 members 
Entering Unmasked Estep 
Score: -18367032.000000 Penalty: 3857.310059
	Iteration 46Q: 3 clusters Score -1.836703e+07 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40313 members 
Mstep: Class 2 contains 102408 members 
Entering Unmasked Estep 
Score: -18367074.000000 Penalty: 3857.310059
	Iteration 47Q: 3 clusters Score -1.836707e+07 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39474 members 
Mstep: Class 2 contains 103247 members 
Entering Unmasked Estep 
Score: -18367202.000000 Penalty: 3857.310059
	Iteration 48Q: 3 clusters Score -1.83672e+07 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38684 members 
Mstep: Class 2 contains 104037 members 
Entering Unmasked Estep 
Score: -18367270.000000 Penalty: 3857.310059
	Iteration 49Q: 3 clusters Score -1.836727e+07 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37875 members 
Mstep: Class 2 contains 104846 members 
Entering Unmasked Estep 
Score: -18367382.000000 Penalty: 3857.310059
	Iteration 50Q: 3 clusters Score -1.836738e+07 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37040 members 
Mstep: Class 2 contains 105681 members 
Entering Unmasked Estep 
Score: -18367432.000000 Penalty: 3857.310059
	Iteration 51Q: 3 clusters Score -1.836743e+07 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36185 members 
Mstep: Class 2 contains 106536 members 
Entering Unmasked Estep 
Score: -18367564.000000 Penalty: 3857.310059
	Iteration 52Q: 3 clusters Score -1.836756e+07 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35309 members 
Mstep: Class 2 contains 107412 members 
Entering Unmasked Estep 
Score: -18367704.000000 Penalty: 3857.310059
	Iteration 53Q: 3 clusters Score -1.83677e+07 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34417 members 
Mstep: Class 2 contains 108304 members 
Entering Unmasked Estep 
Score: -18367820.000000 Penalty: 3857.310059
	Iteration 54Q: 3 clusters Score -1.836782e+07 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33449 members 
Mstep: Class 2 contains 109272 members 
Entering Unmasked Estep 
Score: -18367992.000000 Penalty: 3857.310059
	Iteration 55Q: 3 clusters Score -1.836799e+07 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32454 members 
Mstep: Class 2 contains 110267 members 
Entering Unmasked Estep 
Score: -18368146.000000 Penalty: 3857.310059
	Iteration 56Q: 3 clusters Score -1.836815e+07 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31504 members 
Mstep: Class 2 contains 111217 members 
Entering Unmasked Estep 
Score: -18368296.000000 Penalty: 3857.310059
	Iteration 57Q: 3 clusters Score -1.83683e+07 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30571 members 
Mstep: Class 2 contains 112150 members 
Entering Unmasked Estep 
Score: -18368392.000000 Penalty: 3857.310059
	Iteration 58Q: 3 clusters Score -1.836839e+07 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29689 members 
Mstep: Class 2 contains 113032 members 
Entering Unmasked Estep 
Score: -18368438.000000 Penalty: 3857.310059
	Iteration 59Q: 3 clusters Score -1.836844e+07 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28826 members 
Mstep: Class 2 contains 113895 members 
Entering Unmasked Estep 
Score: -18368540.000000 Penalty: 3857.310059
	Iteration 60F: 3 clusters Score -1.836854e+07 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27953 members 
Mstep: Class 2 contains 114768 members 
Entering Unmasked Estep 
Score: -18368630.000000 Penalty: 3857.310059
	Iteration 61Q: 3 clusters Score -1.836863e+07 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26998 members 
Mstep: Class 2 contains 115723 members 
Entering Unmasked Estep 
Score: -18368708.000000 Penalty: 3857.310059
	Iteration 62Q: 3 clusters Score -1.836871e+07 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26020 members 
Mstep: Class 2 contains 116701 members 
Entering Unmasked Estep 
Score: -18368790.000000 Penalty: 3857.310059
	Iteration 63Q: 3 clusters Score -1.836879e+07 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24995 members 
Mstep: Class 2 contains 117726 members 
Entering Unmasked Estep 
Score: -18368880.000000 Penalty: 3857.310059
	Iteration 64Q: 3 clusters Score -1.836888e+07 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23990 members 
Mstep: Class 2 contains 118731 members 
Entering Unmasked Estep 
Score: -18368906.000000 Penalty: 3857.310059
	Iteration 65Q: 3 clusters Score -1.836891e+07 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22952 members 
Mstep: Class 2 contains 119769 members 
Entering Unmasked Estep 
Score: -18368986.000000 Penalty: 3857.310059
	Iteration 66Q: 3 clusters Score -1.836899e+07 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21897 members 
Mstep: Class 2 contains 120824 members 
Entering Unmasked Estep 
Score: -18369068.000000 Penalty: 3857.310059
	Iteration 67Q: 3 clusters Score -1.836907e+07 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20874 members 
Mstep: Class 2 contains 121847 members 
Entering Unmasked Estep 
Score: -18369078.000000 Penalty: 3857.310059
	Iteration 68Q: 3 clusters Score -1.836908e+07 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19833 members 
Mstep: Class 2 contains 122888 members 
Entering Unmasked Estep 
Score: -18369086.000000 Penalty: 3857.310059
	Iteration 69Q: 3 clusters Score -1.836909e+07 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18714 members 
Mstep: Class 2 contains 124007 members 
Entering Unmasked Estep 
Score: -18368980.000000 Penalty: 3857.310059
	Iteration 70Q: 3 clusters Score -1.836898e+07 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17626 members 
Mstep: Class 2 contains 125095 members 
Entering Unmasked Estep 
Score: -18368880.000000 Penalty: 3857.310059
	Iteration 71Q: 3 clusters Score -1.836888e+07 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16540 members 
Mstep: Class 2 contains 126181 members 
Entering Unmasked Estep 
Score: -18368846.000000 Penalty: 3857.310059
	Iteration 72Q: 3 clusters Score -1.836885e+07 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15436 members 
Mstep: Class 2 contains 127285 members 
Entering Unmasked Estep 
Score: -18368788.000000 Penalty: 3857.310059
	Iteration 73Q: 3 clusters Score -1.836879e+07 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14340 members 
Mstep: Class 2 contains 128381 members 
Entering Unmasked Estep 
Score: -18368712.000000 Penalty: 3857.310059
	Iteration 74Q: 3 clusters Score -1.836871e+07 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13247 members 
Mstep: Class 2 contains 129474 members 
Entering Unmasked Estep 
Score: -18368534.000000 Penalty: 3857.310059
	Iteration 75Q: 3 clusters Score -1.836853e+07 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12170 members 
Mstep: Class 2 contains 130551 members 
Entering Unmasked Estep 
Score: -18368474.000000 Penalty: 3857.310059
	Iteration 76Q: 3 clusters Score -1.836847e+07 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11119 members 
Mstep: Class 2 contains 131602 members 
Entering Unmasked Estep 
Score: -18368384.000000 Penalty: 3857.310059
	Iteration 77Q: 3 clusters Score -1.836838e+07 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10113 members 
Mstep: Class 2 contains 132608 members 
Entering Unmasked Estep 
Score: -18368198.000000 Penalty: 3857.310059
	Iteration 78Q: 3 clusters Score -1.83682e+07 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9112 members 
Mstep: Class 2 contains 133609 members 
Entering Unmasked Estep 
Score: -18368230.000000 Penalty: 3857.310059
	Iteration 79Q: 3 clusters Score -1.836823e+07 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8130 members 
Mstep: Class 2 contains 134591 members 
Entering Unmasked Estep 
Score: -18368210.000000 Penalty: 3857.310059
	Iteration 80F: 3 clusters Score -1.836821e+07 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7214 members 
Mstep: Class 2 contains 135507 members 
Entering Unmasked Estep 
Score: -18368188.000000 Penalty: 3857.310059
	Iteration 81Q: 3 clusters Score -1.836819e+07 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6390 members 
Mstep: Class 2 contains 136331 members 
Entering Unmasked Estep 
Score: -18368168.000000 Penalty: 3857.310059
	Iteration 82Q: 3 clusters Score -1.836817e+07 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5639 members 
Mstep: Class 2 contains 137082 members 
Entering Unmasked Estep 
Score: -18368134.000000 Penalty: 3857.310059
	Iteration 83Q: 3 clusters Score -1.836813e+07 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 137741 members 
Entering Unmasked Estep 
Score: -18368120.000000 Penalty: 3857.310059
	Iteration 84Q: 3 clusters Score -1.836812e+07 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 138364 members 
Entering Unmasked Estep 
Score: -18368162.000000 Penalty: 3857.310059
	Iteration 85Q: 3 clusters Score -1.836816e+07 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 138882 members 
Entering Unmasked Estep 
Score: -18368336.000000 Penalty: 3857.310059
	Iteration 86Q: 3 clusters Score -1.836834e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 139300 members 
Entering Unmasked Estep 
Score: -18368334.000000 Penalty: 3857.310059
	Iteration 87Q: 3 clusters Score -1.836833e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 139641 members 
Entering Unmasked Estep 
Score: -18368300.000000 Penalty: 3857.310059
	Iteration 88Q: 3 clusters Score -1.83683e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 139929 members 
Entering Unmasked Estep 
Score: -18368324.000000 Penalty: 3857.310059
	Iteration 89Q: 3 clusters Score -1.836832e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 140159 members 
Entering Unmasked Estep 
Score: -18368348.000000 Penalty: 3857.310059
	Iteration 90Q: 3 clusters Score -1.836835e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 140334 members 
Entering Unmasked Estep 
Score: -18368356.000000 Penalty: 3857.310059
	Iteration 91Q: 3 clusters Score -1.836836e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 140477 members 
Entering Unmasked Estep 
Score: -18368336.000000 Penalty: 3857.310059
	Iteration 92Q: 3 clusters Score -1.836834e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 140580 members 
Entering Unmasked Estep 
Score: -18368324.000000 Penalty: 3857.310059
	Iteration 93Q: 3 clusters Score -1.836832e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 140667 members 
Entering Unmasked Estep 
Score: -18368336.000000 Penalty: 3857.310059
	Iteration 94Q: 3 clusters Score -1.836834e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 140745 members 
Entering Unmasked Estep 
Score: -18368336.000000 Penalty: 3857.310059
	Iteration 95Q: 3 clusters Score -1.836834e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 140797 members 
Entering Unmasked Estep 
Score: -18368334.000000 Penalty: 3857.310059
	Iteration 96Q: 3 clusters Score -1.836833e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 140836 members 
Entering Unmasked Estep 
Score: -18368342.000000 Penalty: 3857.310059
	Iteration 97Q: 3 clusters Score -1.836834e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 140876 members 
Entering Unmasked Estep 
Score: -18368330.000000 Penalty: 3857.310059
	Iteration 98Q: 3 clusters Score -1.836833e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 140919 members 
Entering Unmasked Estep 
Score: -18368340.000000 Penalty: 3857.310059
	Iteration 99Q: 3 clusters Score -1.836834e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 140962 members 
Entering Unmasked Estep 
Score: -18368360.000000 Penalty: 3857.310059
	Iteration 100F: 3 clusters Score -1.836836e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 141005 members 
Entering Unmasked Estep 
Score: -18368370.000000 Penalty: 3857.310059
	Iteration 101Q: 3 clusters Score -1.836837e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 141035 members 
Entering Unmasked Estep 
Score: -18368358.000000 Penalty: 3857.310059
	Iteration 102Q: 3 clusters Score -1.836836e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 141047 members 
Entering Unmasked Estep 
Score: -18368364.000000 Penalty: 3857.310059
	Iteration 103Q: 3 clusters Score -1.836836e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 141072 members 
Entering Unmasked Estep 
Score: -18368352.000000 Penalty: 3857.310059
	Iteration 104Q: 3 clusters Score -1.836835e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 141098 members 
Entering Unmasked Estep 
Score: -18368354.000000 Penalty: 3857.310059
	Iteration 105Q: 3 clusters Score -1.836835e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 141119 members 
Entering Unmasked Estep 
Score: -18368368.000000 Penalty: 3857.310059
	Iteration 106Q: 3 clusters Score -1.836837e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 141137 members 
Entering Unmasked Estep 
Score: -18368362.000000 Penalty: 3857.310059
	Iteration 107Q: 3 clusters Score -1.836836e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 141156 members 
Entering Unmasked Estep 
Score: -18368376.000000 Penalty: 3857.310059
	Iteration 108Q: 3 clusters Score -1.836838e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 141176 members 
Entering Unmasked Estep 
Score: -18368344.000000 Penalty: 3857.310059
	Iteration 109Q: 3 clusters Score -1.836834e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 141187 members 
Entering Unmasked Estep 
Score: -18368340.000000 Penalty: 3857.310059
	Iteration 110Q: 3 clusters Score -1.836834e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 141195 members 
Entering Unmasked Estep 
Score: -18368340.000000 Penalty: 3857.310059
	Iteration 111Q: 3 clusters Score -1.836834e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 141202 members 
Entering Unmasked Estep 
Score: -18368346.000000 Penalty: 3857.310059
	Iteration 112Q: 3 clusters Score -1.836835e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 141209 members 
Entering Unmasked Estep 
Score: -18368346.000000 Penalty: 3857.310059
	Iteration 113Q: 3 clusters Score -1.836835e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 141215 members 
Entering Unmasked Estep 
Score: -18368350.000000 Penalty: 3857.310059
	Iteration 114Q: 3 clusters Score -1.836835e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 141220 members 
Entering Unmasked Estep 
Score: -18368340.000000 Penalty: 3857.310059
	Iteration 115Q: 3 clusters Score -1.836834e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 141224 members 
Entering Unmasked Estep 
Score: -18368342.000000 Penalty: 3857.310059
	Iteration 116Q: 3 clusters Score -1.836834e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 141230 members 
Entering Unmasked Estep 
Score: -18368338.000000 Penalty: 3857.310059
	Iteration 117Q: 3 clusters Score -1.836834e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 141231 members 
Entering Unmasked Estep 
Score: -18368338.000000 Penalty: 3857.310059
	Iteration 118Q: 3 clusters Score -1.836834e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 141240 members 
Entering Unmasked Estep 
Score: -18368336.000000 Penalty: 3857.310059
	Iteration 119Q: 3 clusters Score -1.836834e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 141245 members 
Entering Unmasked Estep 
Score: -18368334.000000 Penalty: 3857.310059
	Iteration 120F: 3 clusters Score -1.836833e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 141247 members 
Entering Unmasked Estep 
Score: -18368338.000000 Penalty: 3857.310059
	Iteration 121Q: 3 clusters Score -1.836834e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 141248 members 
Entering Unmasked Estep 
Score: -18368328.000000 Penalty: 3857.310059
	Iteration 122Q: 3 clusters Score -1.836833e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 141248 members 
Entering Unmasked Estep 
Score: -18368326.000000 Penalty: 3857.310059
	Iteration 123Q: 3 clusters Score -1.836833e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 141246 members 
Entering Unmasked Estep 
Score: -18368334.000000 Penalty: 3857.310059
	Iteration 124Q: 3 clusters Score -1.836833e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 141246 members 
Entering Unmasked Estep 
Score: -18368342.000000 Penalty: 3857.310059
	Iteration 125Q: 3 clusters Score -1.836834e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 141245 members 
Entering Unmasked Estep 
Score: -18368336.000000 Penalty: 3857.310059
	Iteration 126Q: 3 clusters Score -1.836834e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 141244 members 
Entering Unmasked Estep 
Score: -18368340.000000 Penalty: 3857.310059
	Iteration 127Q: 3 clusters Score -1.836834e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 141243 members 
Entering Unmasked Estep 
Score: -18368334.000000 Penalty: 3857.310059
	Iteration 128Q: 3 clusters Score -1.836833e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 141243 members 
Entering Unmasked Estep 
Score: -18368334.000000 Penalty: 3857.310059
	Iteration 129F: 3 clusters Score -1.836833e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (2479 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Entering Unmasked Estep 
Score: -309066.687500 Penalty: 1270.036743
	Iteration 0F: 2 clusters Score -309066.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -306716.906250 Penalty: 2540.073486
	Iteration 0F: 3 clusters Score -306716.9 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -307271.312500 Penalty: 2540.073486
	Iteration 1F: 3 clusters Score -307271.3 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -307415.187500 Penalty: 2540.073486
	Iteration 2F: 3 clusters Score -307415.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -307519.125000 Penalty: 2540.073486
	Iteration 3F: 3 clusters Score -307519.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -307602.593750 Penalty: 2540.073486
	Iteration 4Q: 3 clusters Score -307602.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -307673.656250 Penalty: 2540.073486
	Iteration 5Q: 3 clusters Score -307673.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -307735.687500 Penalty: 2540.073486
	Iteration 6Q: 3 clusters Score -307735.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -307782.312500 Penalty: 2540.073486
	Iteration 7Q: 3 clusters Score -307782.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -307820.250000 Penalty: 2540.073486
	Iteration 8Q: 3 clusters Score -307820.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -307865.656250 Penalty: 2540.073486
	Iteration 9Q: 3 clusters Score -307865.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -307898.406250 Penalty: 2540.073486
	Iteration 10Q: 3 clusters Score -307898.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -307919.250000 Penalty: 2540.073486
	Iteration 11Q: 3 clusters Score -307919.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -307935.625000 Penalty: 2540.073486
	Iteration 12Q: 3 clusters Score -307935.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -307950.093750 Penalty: 2540.073486
	Iteration 13Q: 3 clusters Score -307950.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -307961.750000 Penalty: 2540.073486
	Iteration 14Q: 3 clusters Score -307961.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -307979.937500 Penalty: 2540.073486
	Iteration 15Q: 3 clusters Score -307979.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -307998.312500 Penalty: 2540.073486
	Iteration 16Q: 3 clusters Score -307998.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -308014.250000 Penalty: 2540.073486
	Iteration 17Q: 3 clusters Score -308014.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -308034.875000 Penalty: 2540.073486
	Iteration 18Q: 3 clusters Score -308034.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -308059.812500 Penalty: 2540.073486
	Iteration 19Q: 3 clusters Score -308059.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -308083.187500 Penalty: 2540.073486
	Iteration 20F: 3 clusters Score -308083.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -308098.687500 Penalty: 2540.073486
	Iteration 21Q: 3 clusters Score -308098.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -308109.250000 Penalty: 2540.073486
	Iteration 22Q: 3 clusters Score -308109.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -308118.500000 Penalty: 2540.073486
	Iteration 23Q: 3 clusters Score -308118.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -308132.062500 Penalty: 2540.073486
	Iteration 24Q: 3 clusters Score -308132.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -308142.468750 Penalty: 2540.073486
	Iteration 25Q: 3 clusters Score -308142.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -308152.718750 Penalty: 2540.073486
	Iteration 26Q: 3 clusters Score -308152.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -308162.250000 Penalty: 2540.073486
	Iteration 27Q: 3 clusters Score -308162.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -308170.468750 Penalty: 2540.073486
	Iteration 28Q: 3 clusters Score -308170.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -308176.500000 Penalty: 2540.073486
	Iteration 29Q: 3 clusters Score -308176.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -308182.406250 Penalty: 2540.073486
	Iteration 30Q: 3 clusters Score -308182.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -308191.531250 Penalty: 2540.073486
	Iteration 31Q: 3 clusters Score -308191.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -308198.750000 Penalty: 2540.073486
	Iteration 32Q: 3 clusters Score -308198.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -308205.875000 Penalty: 2540.073486
	Iteration 33Q: 3 clusters Score -308205.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -308213.937500 Penalty: 2540.073486
	Iteration 34Q: 3 clusters Score -308213.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -308223.562500 Penalty: 2540.073486
	Iteration 35Q: 3 clusters Score -308223.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -308231.343750 Penalty: 2540.073486
	Iteration 36Q: 3 clusters Score -308231.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -308243.437500 Penalty: 2540.073486
	Iteration 37Q: 3 clusters Score -308243.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -308254.031250 Penalty: 2540.073486
	Iteration 38Q: 3 clusters Score -308254 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -308258.906250 Penalty: 2540.073486
	Iteration 39Q: 3 clusters Score -308258.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -308264.125000 Penalty: 2540.073486
	Iteration 40F: 3 clusters Score -308264.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -308268.906250 Penalty: 2540.073486
	Iteration 41Q: 3 clusters Score -308268.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -308273.375000 Penalty: 2540.073486
	Iteration 42Q: 3 clusters Score -308273.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -308278.343750 Penalty: 2540.073486
	Iteration 43Q: 3 clusters Score -308278.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -308284.218750 Penalty: 2540.073486
	Iteration 44Q: 3 clusters Score -308284.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -308288.062500 Penalty: 2540.073486
	Iteration 45Q: 3 clusters Score -308288.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -308292.750000 Penalty: 2540.073486
	Iteration 46Q: 3 clusters Score -308292.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -308296.218750 Penalty: 2540.073486
	Iteration 47Q: 3 clusters Score -308296.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -308298.250000 Penalty: 2540.073486
	Iteration 48Q: 3 clusters Score -308298.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -308300.437500 Penalty: 2540.073486
	Iteration 49Q: 3 clusters Score -308300.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -308301.000000 Penalty: 2540.073486
	Iteration 50Q: 3 clusters Score -308301 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -308301.000000 Penalty: 2540.073486
	Iteration 51F: 3 clusters Score -308301 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (17980 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17980 members 
Entering Unmasked Estep 
Score: -2262878.500000 Penalty: 1592.015015
	Iteration 0F: 2 clusters Score -2262878 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9003 members 
Mstep: Class 2 contains 8977 members 
Entering Unmasked Estep 
Score: -2250544.750000 Penalty: 3184.030029
	Iteration 0F: 3 clusters Score -2250545 nChanged 8041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9318 members 
Mstep: Class 2 contains 8662 members 
Entering Unmasked Estep 
Score: -2254950.250000 Penalty: 3184.030029
	Iteration 1F: 3 clusters Score -2254950 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9600 members 
Mstep: Class 2 contains 8380 members 
Entering Unmasked Estep 
Score: -2255422.750000 Penalty: 3184.030029
	Iteration 2F: 3 clusters Score -2255423 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9983 members 
Mstep: Class 2 contains 7997 members 
Entering Unmasked Estep 
Score: -2255858.500000 Penalty: 3184.030029
	Iteration 3F: 3 clusters Score -2255858 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10448 members 
Mstep: Class 2 contains 7532 members 
Entering Unmasked Estep 
Score: -2256314.750000 Penalty: 3184.030029
	Iteration 4F: 3 clusters Score -2256315 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11007 members 
Mstep: Class 2 contains 6973 members 
Entering Unmasked Estep 
Score: -2256771.500000 Penalty: 3184.030029
	Iteration 5F: 3 clusters Score -2256772 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11570 members 
Mstep: Class 2 contains 6410 members 
Entering Unmasked Estep 
Score: -2257229.500000 Penalty: 3184.030029
	Iteration 6Q: 3 clusters Score -2257230 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12142 members 
Mstep: Class 2 contains 5838 members 
Entering Unmasked Estep 
Score: -2257701.250000 Penalty: 3184.030029
	Iteration 7Q: 3 clusters Score -2257701 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12761 members 
Mstep: Class 2 contains 5219 members 
Entering Unmasked Estep 
Score: -2258278.000000 Penalty: 3184.030029
	Iteration 8Q: 3 clusters Score -2258278 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13399 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -2258927.250000 Penalty: 3184.030029
	Iteration 9Q: 3 clusters Score -2258927 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13934 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -2259534.250000 Penalty: 3184.030029
	Iteration 10Q: 3 clusters Score -2259534 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14338 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -2260036.500000 Penalty: 3184.030029
	Iteration 11Q: 3 clusters Score -2260036 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14670 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -2260406.000000 Penalty: 3184.030029
	Iteration 12Q: 3 clusters Score -2260406 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14920 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -2260593.750000 Penalty: 3184.030029
	Iteration 13Q: 3 clusters Score -2260594 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15120 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -2260729.000000 Penalty: 3184.030029
	Iteration 14Q: 3 clusters Score -2260729 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15269 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -2260811.500000 Penalty: 3184.030029
	Iteration 15Q: 3 clusters Score -2260812 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15408 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -2260885.500000 Penalty: 3184.030029
	Iteration 16Q: 3 clusters Score -2260886 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15548 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -2260948.750000 Penalty: 3184.030029
	Iteration 17Q: 3 clusters Score -2260949 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15674 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -2261004.750000 Penalty: 3184.030029
	Iteration 18Q: 3 clusters Score -2261005 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15794 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -2261047.250000 Penalty: 3184.030029
	Iteration 19Q: 3 clusters Score -2261047 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15896 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -2261088.000000 Penalty: 3184.030029
	Iteration 20F: 3 clusters Score -2261088 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15995 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -2261133.750000 Penalty: 3184.030029
	Iteration 21Q: 3 clusters Score -2261134 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16087 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -2261171.250000 Penalty: 3184.030029
	Iteration 22Q: 3 clusters Score -2261171 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16161 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -2261198.750000 Penalty: 3184.030029
	Iteration 23Q: 3 clusters Score -2261199 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16223 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -2261227.250000 Penalty: 3184.030029
	Iteration 24Q: 3 clusters Score -2261227 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16292 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -2261257.250000 Penalty: 3184.030029
	Iteration 25Q: 3 clusters Score -2261257 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16361 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -2261285.500000 Penalty: 3184.030029
	Iteration 26Q: 3 clusters Score -2261286 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16426 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -2261309.500000 Penalty: 3184.030029
	Iteration 27Q: 3 clusters Score -2261310 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16480 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -2261334.500000 Penalty: 3184.030029
	Iteration 28Q: 3 clusters Score -2261334 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16529 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -2261354.000000 Penalty: 3184.030029
	Iteration 29Q: 3 clusters Score -2261354 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16577 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -2261376.500000 Penalty: 3184.030029
	Iteration 30Q: 3 clusters Score -2261376 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16614 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -2261393.500000 Penalty: 3184.030029
	Iteration 31Q: 3 clusters Score -2261394 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16654 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -2261415.750000 Penalty: 3184.030029
	Iteration 32Q: 3 clusters Score -2261416 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16692 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -2261432.250000 Penalty: 3184.030029
	Iteration 33Q: 3 clusters Score -2261432 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16735 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -2261446.500000 Penalty: 3184.030029
	Iteration 34Q: 3 clusters Score -2261446 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16770 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -2261458.500000 Penalty: 3184.030029
	Iteration 35Q: 3 clusters Score -2261458 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16802 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -2261474.750000 Penalty: 3184.030029
	Iteration 36Q: 3 clusters Score -2261475 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16834 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -2261487.250000 Penalty: 3184.030029
	Iteration 37Q: 3 clusters Score -2261487 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16859 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -2261500.250000 Penalty: 3184.030029
	Iteration 38Q: 3 clusters Score -2261500 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16883 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -2261504.500000 Penalty: 3184.030029
	Iteration 39Q: 3 clusters Score -2261504 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16907 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -2261517.000000 Penalty: 3184.030029
	Iteration 40F: 3 clusters Score -2261517 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16932 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -2261526.000000 Penalty: 3184.030029
	Iteration 41Q: 3 clusters Score -2261526 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16954 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -2261537.250000 Penalty: 3184.030029
	Iteration 42Q: 3 clusters Score -2261537 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16973 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -2261542.250000 Penalty: 3184.030029
	Iteration 43Q: 3 clusters Score -2261542 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16989 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -2261548.000000 Penalty: 3184.030029
	Iteration 44Q: 3 clusters Score -2261548 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17001 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -2261555.750000 Penalty: 3184.030029
	Iteration 45Q: 3 clusters Score -2261556 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17013 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -2261560.000000 Penalty: 3184.030029
	Iteration 46Q: 3 clusters Score -2261560 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17028 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -2261574.000000 Penalty: 3184.030029
	Iteration 47Q: 3 clusters Score -2261574 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17037 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -2261576.000000 Penalty: 3184.030029
	Iteration 48Q: 3 clusters Score -2261576 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17042 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -2261584.750000 Penalty: 3184.030029
	Iteration 49Q: 3 clusters Score -2261585 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17050 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -2261586.750000 Penalty: 3184.030029
	Iteration 50Q: 3 clusters Score -2261587 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17056 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -2261591.250000 Penalty: 3184.030029
	Iteration 51Q: 3 clusters Score -2261591 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17068 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -2261597.750000 Penalty: 3184.030029
	Iteration 52Q: 3 clusters Score -2261598 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17083 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -2261603.000000 Penalty: 3184.030029
	Iteration 53Q: 3 clusters Score -2261603 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17104 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -2261611.250000 Penalty: 3184.030029
	Iteration 54Q: 3 clusters Score -2261611 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17121 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -2261616.000000 Penalty: 3184.030029
	Iteration 55Q: 3 clusters Score -2261616 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17137 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -2261619.750000 Penalty: 3184.030029
	Iteration 56Q: 3 clusters Score -2261620 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17155 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -2261632.750000 Penalty: 3184.030029
	Iteration 57Q: 3 clusters Score -2261633 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17173 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -2261645.750000 Penalty: 3184.030029
	Iteration 58Q: 3 clusters Score -2261646 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17182 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -2261650.000000 Penalty: 3184.030029
	Iteration 59Q: 3 clusters Score -2261650 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17190 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -2261653.750000 Penalty: 3184.030029
	Iteration 60F: 3 clusters Score -2261654 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17194 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -2261656.500000 Penalty: 3184.030029
	Iteration 61Q: 3 clusters Score -2261656 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17202 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -2261660.500000 Penalty: 3184.030029
	Iteration 62Q: 3 clusters Score -2261660 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17212 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -2261664.250000 Penalty: 3184.030029
	Iteration 63Q: 3 clusters Score -2261664 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17222 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -2261670.500000 Penalty: 3184.030029
	Iteration 64Q: 3 clusters Score -2261670 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17235 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -2261671.250000 Penalty: 3184.030029
	Iteration 65Q: 3 clusters Score -2261671 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17238 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -2261676.500000 Penalty: 3184.030029
	Iteration 66Q: 3 clusters Score -2261676 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17242 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -2261675.750000 Penalty: 3184.030029
	Iteration 67Q: 3 clusters Score -2261676 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17245 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -2261676.500000 Penalty: 3184.030029
	Iteration 68Q: 3 clusters Score -2261676 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17249 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -2261678.000000 Penalty: 3184.030029
	Iteration 69Q: 3 clusters Score -2261678 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17253 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -2261680.000000 Penalty: 3184.030029
	Iteration 70Q: 3 clusters Score -2261680 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17255 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -2261681.000000 Penalty: 3184.030029
	Iteration 71Q: 3 clusters Score -2261681 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17259 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -2261684.500000 Penalty: 3184.030029
	Iteration 72Q: 3 clusters Score -2261684 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17261 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -2261686.750000 Penalty: 3184.030029
	Iteration 73Q: 3 clusters Score -2261687 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17264 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -2261684.250000 Penalty: 3184.030029
	Iteration 74Q: 3 clusters Score -2261684 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17269 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -2261689.750000 Penalty: 3184.030029
	Iteration 75Q: 3 clusters Score -2261690 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17272 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -2261688.500000 Penalty: 3184.030029
	Iteration 76Q: 3 clusters Score -2261688 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17274 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -2261689.250000 Penalty: 3184.030029
	Iteration 77Q: 3 clusters Score -2261689 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17275 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -2261688.500000 Penalty: 3184.030029
	Iteration 78Q: 3 clusters Score -2261688 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17276 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -2261690.500000 Penalty: 3184.030029
	Iteration 79Q: 3 clusters Score -2261690 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17276 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -2261690.500000 Penalty: 3184.030029
	Iteration 80F: 3 clusters Score -2261690 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (9548 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9548 members 
Entering Unmasked Estep 
Score: -1203390.000000 Penalty: 1489.164185
	Iteration 0F: 2 clusters Score -1203390 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -1196594.000000 Penalty: 2978.328369
	Iteration 0F: 3 clusters Score -1196594 nChanged 4044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -1198819.000000 Penalty: 2978.328369
	Iteration 1F: 3 clusters Score -1198819 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -1199126.250000 Penalty: 2978.328369
	Iteration 2F: 3 clusters Score -1199126 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5447 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -1199411.000000 Penalty: 2978.328369
	Iteration 3F: 3 clusters Score -1199411 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -1199680.500000 Penalty: 2978.328369
	Iteration 4F: 3 clusters Score -1199680 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5953 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -1199936.625000 Penalty: 2978.328369
	Iteration 5Q: 3 clusters Score -1199937 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6185 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -1200187.125000 Penalty: 2978.328369
	Iteration 6Q: 3 clusters Score -1200187 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6432 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -1200440.875000 Penalty: 2978.328369
	Iteration 7Q: 3 clusters Score -1200441 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6656 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -1200662.375000 Penalty: 2978.328369
	Iteration 8Q: 3 clusters Score -1200662 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6867 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -1200838.500000 Penalty: 2978.328369
	Iteration 9Q: 3 clusters Score -1200838 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7078 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -1200992.375000 Penalty: 2978.328369
	Iteration 10Q: 3 clusters Score -1200992 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7294 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -1201135.250000 Penalty: 2978.328369
	Iteration 11Q: 3 clusters Score -1201135 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7491 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -1201248.125000 Penalty: 2978.328369
	Iteration 12Q: 3 clusters Score -1201248 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7686 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -1201350.250000 Penalty: 2978.328369
	Iteration 13Q: 3 clusters Score -1201350 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7879 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -1201455.625000 Penalty: 2978.328369
	Iteration 14Q: 3 clusters Score -1201456 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8065 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -1201556.625000 Penalty: 2978.328369
	Iteration 15Q: 3 clusters Score -1201557 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8238 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -1201639.375000 Penalty: 2978.328369
	Iteration 16Q: 3 clusters Score -1201639 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8392 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -1201719.125000 Penalty: 2978.328369
	Iteration 17Q: 3 clusters Score -1201719 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8547 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -1201820.875000 Penalty: 2978.328369
	Iteration 18Q: 3 clusters Score -1201821 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8672 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -1201892.250000 Penalty: 2978.328369
	Iteration 19Q: 3 clusters Score -1201892 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8763 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -1201942.750000 Penalty: 2978.328369
	Iteration 20F: 3 clusters Score -1201943 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8847 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -1201986.875000 Penalty: 2978.328369
	Iteration 21Q: 3 clusters Score -1201987 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8907 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -1202012.750000 Penalty: 2978.328369
	Iteration 22Q: 3 clusters Score -1202013 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8948 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -1202033.000000 Penalty: 2978.328369
	Iteration 23Q: 3 clusters Score -1202033 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8979 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -1202054.750000 Penalty: 2978.328369
	Iteration 24Q: 3 clusters Score -1202055 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9013 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -1202069.875000 Penalty: 2978.328369
	Iteration 25Q: 3 clusters Score -1202070 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9028 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -1202082.125000 Penalty: 2978.328369
	Iteration 26Q: 3 clusters Score -1202082 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9047 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -1202096.125000 Penalty: 2978.328369
	Iteration 27Q: 3 clusters Score -1202096 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9064 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -1202111.375000 Penalty: 2978.328369
	Iteration 28Q: 3 clusters Score -1202111 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9077 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -1202120.125000 Penalty: 2978.328369
	Iteration 29Q: 3 clusters Score -1202120 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9088 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -1202127.625000 Penalty: 2978.328369
	Iteration 30Q: 3 clusters Score -1202128 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9096 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -1202134.000000 Penalty: 2978.328369
	Iteration 31Q: 3 clusters Score -1202134 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9101 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -1202139.500000 Penalty: 2978.328369
	Iteration 32Q: 3 clusters Score -1202140 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9105 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -1202142.125000 Penalty: 2978.328369
	Iteration 33Q: 3 clusters Score -1202142 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9109 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -1202144.375000 Penalty: 2978.328369
	Iteration 34Q: 3 clusters Score -1202144 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9112 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -1202145.000000 Penalty: 2978.328369
	Iteration 35Q: 3 clusters Score -1202145 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9115 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -1202143.750000 Penalty: 2978.328369
	Iteration 36Q: 3 clusters Score -1202144 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9115 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -1202143.750000 Penalty: 2978.328369
	Iteration 37F: 3 clusters Score -1202144 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (20877 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20877 members 
Entering Unmasked Estep 
Score: -2445441.500000 Penalty: 1616.290527
	Iteration 0F: 2 clusters Score -2445442 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10390 members 
Mstep: Class 2 contains 10487 members 
Entering Unmasked Estep 
Score: -2431336.500000 Penalty: 3232.581055
	Iteration 0F: 3 clusters Score -2431336 nChanged 9528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9830 members 
Mstep: Class 2 contains 11047 members 
Entering Unmasked Estep 
Score: -2436962.500000 Penalty: 3232.581055
	Iteration 1F: 3 clusters Score -2436962 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9524 members 
Mstep: Class 2 contains 11353 members 
Entering Unmasked Estep 
Score: -2437635.500000 Penalty: 3232.581055
	Iteration 2F: 3 clusters Score -2437636 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9134 members 
Mstep: Class 2 contains 11743 members 
Entering Unmasked Estep 
Score: -2438286.000000 Penalty: 3232.581055
	Iteration 3F: 3 clusters Score -2438286 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8624 members 
Mstep: Class 2 contains 12253 members 
Entering Unmasked Estep 
Score: -2438930.250000 Penalty: 3232.581055
	Iteration 4F: 3 clusters Score -2438930 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7959 members 
Mstep: Class 2 contains 12918 members 
Entering Unmasked Estep 
Score: -2439529.500000 Penalty: 3232.581055
	Iteration 5F: 3 clusters Score -2439530 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7215 members 
Mstep: Class 2 contains 13662 members 
Entering Unmasked Estep 
Score: -2440056.500000 Penalty: 3232.581055
	Iteration 6Q: 3 clusters Score -2440056 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6412 members 
Mstep: Class 2 contains 14465 members 
Entering Unmasked Estep 
Score: -2440622.750000 Penalty: 3232.581055
	Iteration 7Q: 3 clusters Score -2440623 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5579 members 
Mstep: Class 2 contains 15298 members 
Entering Unmasked Estep 
Score: -2441165.750000 Penalty: 3232.581055
	Iteration 8Q: 3 clusters Score -2441166 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 16150 members 
Entering Unmasked Estep 
Score: -2441762.500000 Penalty: 3232.581055
	Iteration 9Q: 3 clusters Score -2441762 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 16960 members 
Entering Unmasked Estep 
Score: -2442313.750000 Penalty: 3232.581055
	Iteration 10Q: 3 clusters Score -2442314 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 17702 members 
Entering Unmasked Estep 
Score: -2442801.000000 Penalty: 3232.581055
	Iteration 11Q: 3 clusters Score -2442801 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 18348 members 
Entering Unmasked Estep 
Score: -2443272.250000 Penalty: 3232.581055
	Iteration 12Q: 3 clusters Score -2443272 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 18870 members 
Entering Unmasked Estep 
Score: -2443614.000000 Penalty: 3232.581055
	Iteration 13Q: 3 clusters Score -2443614 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 19299 members 
Entering Unmasked Estep 
Score: -2443911.750000 Penalty: 3232.581055
	Iteration 14Q: 3 clusters Score -2443912 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 19596 members 
Entering Unmasked Estep 
Score: -2444119.250000 Penalty: 3232.581055
	Iteration 15Q: 3 clusters Score -2444119 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 19835 members 
Entering Unmasked Estep 
Score: -2444279.250000 Penalty: 3232.581055
	Iteration 16Q: 3 clusters Score -2444279 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 19990 members 
Entering Unmasked Estep 
Score: -2444403.250000 Penalty: 3232.581055
	Iteration 17Q: 3 clusters Score -2444403 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 20106 members 
Entering Unmasked Estep 
Score: -2444509.250000 Penalty: 3232.581055
	Iteration 18Q: 3 clusters Score -2444509 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 20182 members 
Entering Unmasked Estep 
Score: -2444573.250000 Penalty: 3232.581055
	Iteration 19Q: 3 clusters Score -2444573 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 20230 members 
Entering Unmasked Estep 
Score: -2444619.000000 Penalty: 3232.581055
	Iteration 20F: 3 clusters Score -2444619 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 20263 members 
Entering Unmasked Estep 
Score: -2444643.750000 Penalty: 3232.581055
	Iteration 21Q: 3 clusters Score -2444644 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 20289 members 
Entering Unmasked Estep 
Score: -2444679.000000 Penalty: 3232.581055
	Iteration 22Q: 3 clusters Score -2444679 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 20310 members 
Entering Unmasked Estep 
Score: -2444699.000000 Penalty: 3232.581055
	Iteration 23Q: 3 clusters Score -2444699 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 20324 members 
Entering Unmasked Estep 
Score: -2444717.750000 Penalty: 3232.581055
	Iteration 24Q: 3 clusters Score -2444718 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 20340 members 
Entering Unmasked Estep 
Score: -2444730.000000 Penalty: 3232.581055
	Iteration 25Q: 3 clusters Score -2444730 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 20346 members 
Entering Unmasked Estep 
Score: -2444735.750000 Penalty: 3232.581055
	Iteration 26Q: 3 clusters Score -2444736 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 20348 members 
Entering Unmasked Estep 
Score: -2444739.000000 Penalty: 3232.581055
	Iteration 27Q: 3 clusters Score -2444739 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 20352 members 
Entering Unmasked Estep 
Score: -2444744.750000 Penalty: 3232.581055
	Iteration 28Q: 3 clusters Score -2444745 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 20355 members 
Entering Unmasked Estep 
Score: -2444749.250000 Penalty: 3232.581055
	Iteration 29Q: 3 clusters Score -2444749 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 20358 members 
Entering Unmasked Estep 
Score: -2444755.500000 Penalty: 3232.581055
	Iteration 30Q: 3 clusters Score -2444756 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 20364 members 
Entering Unmasked Estep 
Score: -2444762.000000 Penalty: 3232.581055
	Iteration 31Q: 3 clusters Score -2444762 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 20367 members 
Entering Unmasked Estep 
Score: -2444766.750000 Penalty: 3232.581055
	Iteration 32Q: 3 clusters Score -2444767 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 20369 members 
Entering Unmasked Estep 
Score: -2444767.000000 Penalty: 3232.581055
	Iteration 33Q: 3 clusters Score -2444767 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 20372 members 
Entering Unmasked Estep 
Score: -2444768.750000 Penalty: 3232.581055
	Iteration 34Q: 3 clusters Score -2444769 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 20378 members 
Entering Unmasked Estep 
Score: -2444773.250000 Penalty: 3232.581055
	Iteration 35Q: 3 clusters Score -2444773 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 20380 members 
Entering Unmasked Estep 
Score: -2444774.250000 Penalty: 3232.581055
	Iteration 36Q: 3 clusters Score -2444774 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 20381 members 
Entering Unmasked Estep 
Score: -2444774.500000 Penalty: 3232.581055
	Iteration 37Q: 3 clusters Score -2444774 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 20381 members 
Entering Unmasked Estep 
Score: -2444774.500000 Penalty: 3232.581055
	Iteration 38F: 3 clusters Score -2444774 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (34748 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34748 members 
Entering Unmasked Estep 
Score: -4387336.500000 Penalty: 1699.080078
	Iteration 0F: 2 clusters Score -4387336 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17425 members 
Mstep: Class 2 contains 17323 members 
Entering Unmasked Estep 
Score: -4364027.500000 Penalty: 3398.160156
	Iteration 0F: 3 clusters Score -4364028 nChanged 16031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17360 members 
Mstep: Class 2 contains 17388 members 
Entering Unmasked Estep 
Score: -4373063.500000 Penalty: 3398.160156
	Iteration 1F: 3 clusters Score -4373064 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17123 members 
Mstep: Class 2 contains 17625 members 
Entering Unmasked Estep 
Score: -4373506.500000 Penalty: 3398.160156
	Iteration 2Q: 3 clusters Score -4373506 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16805 members 
Mstep: Class 2 contains 17943 members 
Entering Unmasked Estep 
Score: -4373860.500000 Penalty: 3398.160156
	Iteration 3Q: 3 clusters Score -4373860 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16392 members 
Mstep: Class 2 contains 18356 members 
Entering Unmasked Estep 
Score: -4374256.500000 Penalty: 3398.160156
	Iteration 4Q: 3 clusters Score -4374256 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15756 members 
Mstep: Class 2 contains 18992 members 
Entering Unmasked Estep 
Score: -4374710.000000 Penalty: 3398.160156
	Iteration 5Q: 3 clusters Score -4374710 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14903 members 
Mstep: Class 2 contains 19845 members 
Entering Unmasked Estep 
Score: -4375252.000000 Penalty: 3398.160156
	Iteration 6Q: 3 clusters Score -4375252 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13823 members 
Mstep: Class 2 contains 20925 members 
Entering Unmasked Estep 
Score: -4375902.000000 Penalty: 3398.160156
	Iteration 7Q: 3 clusters Score -4375902 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12522 members 
Mstep: Class 2 contains 22226 members 
Entering Unmasked Estep 
Score: -4376667.000000 Penalty: 3398.160156
	Iteration 8Q: 3 clusters Score -4376667 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10971 members 
Mstep: Class 2 contains 23777 members 
Entering Unmasked Estep 
Score: -4377600.500000 Penalty: 3398.160156
	Iteration 9F: 3 clusters Score -4377600 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9265 members 
Mstep: Class 2 contains 25483 members 
Entering Unmasked Estep 
Score: -4378725.000000 Penalty: 3398.160156
	Iteration 10F: 3 clusters Score -4378725 nChanged 1882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7453 members 
Mstep: Class 2 contains 27295 members 
Entering Unmasked Estep 
Score: -4379975.000000 Penalty: 3398.160156
	Iteration 11F: 3 clusters Score -4379975 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5670 members 
Mstep: Class 2 contains 29078 members 
Entering Unmasked Estep 
Score: -4381312.500000 Penalty: 3398.160156
	Iteration 12F: 3 clusters Score -4381312 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 30759 members 
Entering Unmasked Estep 
Score: -4382643.500000 Penalty: 3398.160156
	Iteration 13Q: 3 clusters Score -4382644 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 32121 members 
Entering Unmasked Estep 
Score: -4383813.500000 Penalty: 3398.160156
	Iteration 14Q: 3 clusters Score -4383814 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 33106 members 
Entering Unmasked Estep 
Score: -4384644.000000 Penalty: 3398.160156
	Iteration 15Q: 3 clusters Score -4384644 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 33718 members 
Entering Unmasked Estep 
Score: -4385159.500000 Penalty: 3398.160156
	Iteration 16Q: 3 clusters Score -4385160 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 34057 members 
Entering Unmasked Estep 
Score: -4385448.500000 Penalty: 3398.160156
	Iteration 17Q: 3 clusters Score -4385448 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 34213 members 
Entering Unmasked Estep 
Score: -4385584.000000 Penalty: 3398.160156
	Iteration 18Q: 3 clusters Score -4385584 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 34290 members 
Entering Unmasked Estep 
Score: -4385668.500000 Penalty: 3398.160156
	Iteration 19Q: 3 clusters Score -4385668 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 34350 members 
Entering Unmasked Estep 
Score: -4385742.000000 Penalty: 3398.160156
	Iteration 20F: 3 clusters Score -4385742 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 34395 members 
Entering Unmasked Estep 
Score: -4385797.500000 Penalty: 3398.160156
	Iteration 21Q: 3 clusters Score -4385798 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 34427 members 
Entering Unmasked Estep 
Score: -4385845.000000 Penalty: 3398.160156
	Iteration 22Q: 3 clusters Score -4385845 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 34440 members 
Entering Unmasked Estep 
Score: -4385874.000000 Penalty: 3398.160156
	Iteration 23Q: 3 clusters Score -4385874 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 34454 members 
Entering Unmasked Estep 
Score: -4385895.500000 Penalty: 3398.160156
	Iteration 24Q: 3 clusters Score -4385896 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 34462 members 
Entering Unmasked Estep 
Score: -4385913.500000 Penalty: 3398.160156
	Iteration 25Q: 3 clusters Score -4385914 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 34473 members 
Entering Unmasked Estep 
Score: -4385926.000000 Penalty: 3398.160156
	Iteration 26Q: 3 clusters Score -4385926 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 34480 members 
Entering Unmasked Estep 
Score: -4385932.500000 Penalty: 3398.160156
	Iteration 27Q: 3 clusters Score -4385932 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 34484 members 
Entering Unmasked Estep 
Score: -4385932.000000 Penalty: 3398.160156
	Iteration 28Q: 3 clusters Score -4385932 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 34486 members 
Entering Unmasked Estep 
Score: -4385931.000000 Penalty: 3398.160156
	Iteration 29Q: 3 clusters Score -4385931 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 34487 members 
Entering Unmasked Estep 
Score: -4385932.000000 Penalty: 3398.160156
	Iteration 30Q: 3 clusters Score -4385932 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 34488 members 
Entering Unmasked Estep 
Score: -4385934.000000 Penalty: 3398.160156
	Iteration 31Q: 3 clusters Score -4385934 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 34489 members 
Entering Unmasked Estep 
Score: -4385936.500000 Penalty: 3398.160156
	Iteration 32Q: 3 clusters Score -4385936 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 34493 members 
Entering Unmasked Estep 
Score: -4385938.000000 Penalty: 3398.160156
	Iteration 33Q: 3 clusters Score -4385938 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 34497 members 
Entering Unmasked Estep 
Score: -4385941.000000 Penalty: 3398.160156
	Iteration 34Q: 3 clusters Score -4385941 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 34496 members 
Entering Unmasked Estep 
Score: -4385942.500000 Penalty: 3398.160156
	Iteration 35Q: 3 clusters Score -4385942 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 34497 members 
Entering Unmasked Estep 
Score: -4385942.500000 Penalty: 3398.160156
	Iteration 36Q: 3 clusters Score -4385942 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 34497 members 
Entering Unmasked Estep 
Score: -4385942.500000 Penalty: 3398.160156
	Iteration 37F: 3 clusters Score -4385942 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (5697 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5697 members 
Entering Unmasked Estep 
Score: -748900.125000 Penalty: 1405.250366
	Iteration 0F: 2 clusters Score -748900.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -744430.437500 Penalty: 2810.500732
	Iteration 0F: 3 clusters Score -744430.4 nChanged 2352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -745704.812500 Penalty: 2810.500732
	Iteration 1F: 3 clusters Score -745704.8 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -745870.437500 Penalty: 2810.500732
	Iteration 2F: 3 clusters Score -745870.4 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -745972.812500 Penalty: 2810.500732
	Iteration 3Q: 3 clusters Score -745972.8 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -746041.937500 Penalty: 2810.500732
	Iteration 4Q: 3 clusters Score -746041.9 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -746099.562500 Penalty: 2810.500732
	Iteration 5Q: 3 clusters Score -746099.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -746138.500000 Penalty: 2810.500732
	Iteration 6Q: 3 clusters Score -746138.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -746167.062500 Penalty: 2810.500732
	Iteration 7Q: 3 clusters Score -746167.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -746197.812500 Penalty: 2810.500732
	Iteration 8Q: 3 clusters Score -746197.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -746229.312500 Penalty: 2810.500732
	Iteration 9Q: 3 clusters Score -746229.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -746268.812500 Penalty: 2810.500732
	Iteration 10Q: 3 clusters Score -746268.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -746318.500000 Penalty: 2810.500732
	Iteration 11Q: 3 clusters Score -746318.5 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -746371.875000 Penalty: 2810.500732
	Iteration 12Q: 3 clusters Score -746371.9 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -746431.312500 Penalty: 2810.500732
	Iteration 13Q: 3 clusters Score -746431.3 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -746510.625000 Penalty: 2810.500732
	Iteration 14Q: 3 clusters Score -746510.6 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -746599.875000 Penalty: 2810.500732
	Iteration 15Q: 3 clusters Score -746599.9 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -746713.875000 Penalty: 2810.500732
	Iteration 16Q: 3 clusters Score -746713.9 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -746835.062500 Penalty: 2810.500732
	Iteration 17Q: 3 clusters Score -746835.1 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -746968.625000 Penalty: 2810.500732
	Iteration 18Q: 3 clusters Score -746968.6 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -747085.250000 Penalty: 2810.500732
	Iteration 19Q: 3 clusters Score -747085.2 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -747201.687500 Penalty: 2810.500732
	Iteration 20F: 3 clusters Score -747201.7 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -747297.812500 Penalty: 2810.500732
	Iteration 21Q: 3 clusters Score -747297.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -747386.875000 Penalty: 2810.500732
	Iteration 22Q: 3 clusters Score -747386.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5206 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -747445.125000 Penalty: 2810.500732
	Iteration 23Q: 3 clusters Score -747445.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5264 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -747502.500000 Penalty: 2810.500732
	Iteration 24Q: 3 clusters Score -747502.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -747545.937500 Penalty: 2810.500732
	Iteration 25Q: 3 clusters Score -747545.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -747584.062500 Penalty: 2810.500732
	Iteration 26Q: 3 clusters Score -747584.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -747605.812500 Penalty: 2810.500732
	Iteration 27Q: 3 clusters Score -747605.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5369 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -747615.187500 Penalty: 2810.500732
	Iteration 28Q: 3 clusters Score -747615.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5378 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -747621.875000 Penalty: 2810.500732
	Iteration 29Q: 3 clusters Score -747621.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -747627.687500 Penalty: 2810.500732
	Iteration 30Q: 3 clusters Score -747627.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5395 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -747639.750000 Penalty: 2810.500732
	Iteration 31Q: 3 clusters Score -747639.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5397 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -747642.187500 Penalty: 2810.500732
	Iteration 32Q: 3 clusters Score -747642.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5402 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -747647.000000 Penalty: 2810.500732
	Iteration 33Q: 3 clusters Score -747647 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5409 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -747653.125000 Penalty: 2810.500732
	Iteration 34Q: 3 clusters Score -747653.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5412 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -747655.500000 Penalty: 2810.500732
	Iteration 35Q: 3 clusters Score -747655.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -747656.125000 Penalty: 2810.500732
	Iteration 36Q: 3 clusters Score -747656.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -747656.125000 Penalty: 2810.500732
	Iteration 37F: 3 clusters Score -747656.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (11896 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11896 members 
Entering Unmasked Estep 
Score: -1346985.125000 Penalty: 1524.893188
	Iteration 0F: 2 clusters Score -1346985 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5948 members 
Mstep: Class 2 contains 5948 members 
Entering Unmasked Estep 
Score: -1338613.500000 Penalty: 3049.786377
	Iteration 0F: 3 clusters Score -1338614 nChanged 5192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5712 members 
Mstep: Class 2 contains 6184 members 
Entering Unmasked Estep 
Score: -1341828.750000 Penalty: 3049.786377
	Iteration 1F: 3 clusters Score -1341829 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5601 members 
Mstep: Class 2 contains 6295 members 
Entering Unmasked Estep 
Score: -1342437.250000 Penalty: 3049.786377
	Iteration 2F: 3 clusters Score -1342437 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5491 members 
Mstep: Class 2 contains 6405 members 
Entering Unmasked Estep 
Score: -1343084.750000 Penalty: 3049.786377
	Iteration 3F: 3 clusters Score -1343085 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 6461 members 
Entering Unmasked Estep 
Score: -1343678.875000 Penalty: 3049.786377
	Iteration 4F: 3 clusters Score -1343679 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5449 members 
Mstep: Class 2 contains 6447 members 
Entering Unmasked Estep 
Score: -1344176.375000 Penalty: 3049.786377
	Iteration 5F: 3 clusters Score -1344176 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5524 members 
Mstep: Class 2 contains 6372 members 
Entering Unmasked Estep 
Score: -1344562.625000 Penalty: 3049.786377
	Iteration 6F: 3 clusters Score -1344563 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5632 members 
Mstep: Class 2 contains 6264 members 
Entering Unmasked Estep 
Score: -1344893.125000 Penalty: 3049.786377
	Iteration 7Q: 3 clusters Score -1344893 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5796 members 
Mstep: Class 2 contains 6100 members 
Entering Unmasked Estep 
Score: -1345181.000000 Penalty: 3049.786377
	Iteration 8Q: 3 clusters Score -1345181 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5987 members 
Mstep: Class 2 contains 5909 members 
Entering Unmasked Estep 
Score: -1345437.250000 Penalty: 3049.786377
	Iteration 9Q: 3 clusters Score -1345437 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6176 members 
Mstep: Class 2 contains 5720 members 
Entering Unmasked Estep 
Score: -1345631.875000 Penalty: 3049.786377
	Iteration 10Q: 3 clusters Score -1345632 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6370 members 
Mstep: Class 2 contains 5526 members 
Entering Unmasked Estep 
Score: -1345766.125000 Penalty: 3049.786377
	Iteration 11Q: 3 clusters Score -1345766 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6530 members 
Mstep: Class 2 contains 5366 members 
Entering Unmasked Estep 
Score: -1345861.250000 Penalty: 3049.786377
	Iteration 12Q: 3 clusters Score -1345861 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6685 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -1345931.875000 Penalty: 3049.786377
	Iteration 13Q: 3 clusters Score -1345932 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6822 members 
Mstep: Class 2 contains 5074 members 
Entering Unmasked Estep 
Score: -1345981.125000 Penalty: 3049.786377
	Iteration 14Q: 3 clusters Score -1345981 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6938 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -1346010.500000 Penalty: 3049.786377
	Iteration 15Q: 3 clusters Score -1346010 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7034 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -1346039.375000 Penalty: 3049.786377
	Iteration 16Q: 3 clusters Score -1346039 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7114 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -1346054.250000 Penalty: 3049.786377
	Iteration 17Q: 3 clusters Score -1346054 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7197 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -1346076.125000 Penalty: 3049.786377
	Iteration 18Q: 3 clusters Score -1346076 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7293 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -1346100.375000 Penalty: 3049.786377
	Iteration 19Q: 3 clusters Score -1346100 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7375 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -1346117.125000 Penalty: 3049.786377
	Iteration 20F: 3 clusters Score -1346117 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7460 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -1346144.125000 Penalty: 3049.786377
	Iteration 21Q: 3 clusters Score -1346144 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7543 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -1346170.250000 Penalty: 3049.786377
	Iteration 22Q: 3 clusters Score -1346170 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7627 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -1346188.750000 Penalty: 3049.786377
	Iteration 23Q: 3 clusters Score -1346189 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7704 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -1346201.875000 Penalty: 3049.786377
	Iteration 24Q: 3 clusters Score -1346202 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7769 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -1346213.000000 Penalty: 3049.786377
	Iteration 25Q: 3 clusters Score -1346213 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7823 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -1346221.125000 Penalty: 3049.786377
	Iteration 26Q: 3 clusters Score -1346221 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7870 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -1346228.250000 Penalty: 3049.786377
	Iteration 27Q: 3 clusters Score -1346228 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7915 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -1346238.125000 Penalty: 3049.786377
	Iteration 28Q: 3 clusters Score -1346238 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7960 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -1346246.000000 Penalty: 3049.786377
	Iteration 29Q: 3 clusters Score -1346246 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8003 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -1346252.125000 Penalty: 3049.786377
	Iteration 30Q: 3 clusters Score -1346252 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8038 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -1346258.250000 Penalty: 3049.786377
	Iteration 31Q: 3 clusters Score -1346258 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8077 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -1346261.875000 Penalty: 3049.786377
	Iteration 32Q: 3 clusters Score -1346262 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8103 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -1346270.375000 Penalty: 3049.786377
	Iteration 33Q: 3 clusters Score -1346270 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8135 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -1346275.875000 Penalty: 3049.786377
	Iteration 34Q: 3 clusters Score -1346276 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8168 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -1346279.875000 Penalty: 3049.786377
	Iteration 35Q: 3 clusters Score -1346280 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8209 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -1346289.375000 Penalty: 3049.786377
	Iteration 36Q: 3 clusters Score -1346289 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8256 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -1346299.875000 Penalty: 3049.786377
	Iteration 37Q: 3 clusters Score -1346300 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8303 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -1346318.750000 Penalty: 3049.786377
	Iteration 38Q: 3 clusters Score -1346319 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8356 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -1346336.375000 Penalty: 3049.786377
	Iteration 39Q: 3 clusters Score -1346336 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8405 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -1346348.000000 Penalty: 3049.786377
	Iteration 40F: 3 clusters Score -1346348 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8451 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -1346362.000000 Penalty: 3049.786377
	Iteration 41Q: 3 clusters Score -1346362 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8495 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -1346376.375000 Penalty: 3049.786377
	Iteration 42Q: 3 clusters Score -1346376 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8533 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -1346382.375000 Penalty: 3049.786377
	Iteration 43Q: 3 clusters Score -1346382 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8587 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -1346396.000000 Penalty: 3049.786377
	Iteration 44Q: 3 clusters Score -1346396 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8631 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -1346408.375000 Penalty: 3049.786377
	Iteration 45Q: 3 clusters Score -1346408 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8675 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -1346414.125000 Penalty: 3049.786377
	Iteration 46Q: 3 clusters Score -1346414 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8718 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -1346432.000000 Penalty: 3049.786377
	Iteration 47Q: 3 clusters Score -1346432 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8762 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -1346442.125000 Penalty: 3049.786377
	Iteration 48Q: 3 clusters Score -1346442 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8807 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -1346454.125000 Penalty: 3049.786377
	Iteration 49Q: 3 clusters Score -1346454 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8851 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -1346472.875000 Penalty: 3049.786377
	Iteration 50Q: 3 clusters Score -1346473 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8890 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -1346485.375000 Penalty: 3049.786377
	Iteration 51Q: 3 clusters Score -1346485 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8922 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -1346496.000000 Penalty: 3049.786377
	Iteration 52Q: 3 clusters Score -1346496 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8952 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -1346497.500000 Penalty: 3049.786377
	Iteration 53Q: 3 clusters Score -1346498 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8976 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -1346503.250000 Penalty: 3049.786377
	Iteration 54Q: 3 clusters Score -1346503 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9001 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -1346507.250000 Penalty: 3049.786377
	Iteration 55Q: 3 clusters Score -1346507 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9023 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -1346514.250000 Penalty: 3049.786377
	Iteration 56Q: 3 clusters Score -1346514 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9041 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -1346515.250000 Penalty: 3049.786377
	Iteration 57Q: 3 clusters Score -1346515 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9051 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -1346518.500000 Penalty: 3049.786377
	Iteration 58Q: 3 clusters Score -1346518 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9067 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -1346516.750000 Penalty: 3049.786377
	Iteration 59Q: 3 clusters Score -1346517 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9083 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -1346522.375000 Penalty: 3049.786377
	Iteration 60F: 3 clusters Score -1346522 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9092 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -1346525.750000 Penalty: 3049.786377
	Iteration 61Q: 3 clusters Score -1346526 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9105 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -1346527.500000 Penalty: 3049.786377
	Iteration 62Q: 3 clusters Score -1346528 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9120 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -1346532.375000 Penalty: 3049.786377
	Iteration 63Q: 3 clusters Score -1346532 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9131 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -1346532.000000 Penalty: 3049.786377
	Iteration 64Q: 3 clusters Score -1346532 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9144 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -1346540.500000 Penalty: 3049.786377
	Iteration 65Q: 3 clusters Score -1346540 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9157 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -1346543.625000 Penalty: 3049.786377
	Iteration 66Q: 3 clusters Score -1346544 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9171 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -1346545.750000 Penalty: 3049.786377
	Iteration 67Q: 3 clusters Score -1346546 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9186 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -1346548.750000 Penalty: 3049.786377
	Iteration 68Q: 3 clusters Score -1346549 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9201 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -1346552.000000 Penalty: 3049.786377
	Iteration 69Q: 3 clusters Score -1346552 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9211 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -1346552.500000 Penalty: 3049.786377
	Iteration 70Q: 3 clusters Score -1346552 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9221 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -1346554.625000 Penalty: 3049.786377
	Iteration 71Q: 3 clusters Score -1346555 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9235 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -1346557.375000 Penalty: 3049.786377
	Iteration 72Q: 3 clusters Score -1346557 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9244 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -1346562.250000 Penalty: 3049.786377
	Iteration 73Q: 3 clusters Score -1346562 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9254 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -1346564.000000 Penalty: 3049.786377
	Iteration 74Q: 3 clusters Score -1346564 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9265 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -1346564.000000 Penalty: 3049.786377
	Iteration 75Q: 3 clusters Score -1346564 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9270 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -1346566.500000 Penalty: 3049.786377
	Iteration 76Q: 3 clusters Score -1346566 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9281 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -1346565.625000 Penalty: 3049.786377
	Iteration 77Q: 3 clusters Score -1346566 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9288 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -1346569.000000 Penalty: 3049.786377
	Iteration 78Q: 3 clusters Score -1346569 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9297 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -1346570.500000 Penalty: 3049.786377
	Iteration 79Q: 3 clusters Score -1346570 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9306 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -1346572.250000 Penalty: 3049.786377
	Iteration 80F: 3 clusters Score -1346572 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9315 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -1346575.125000 Penalty: 3049.786377
	Iteration 81Q: 3 clusters Score -1346575 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9321 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -1346572.500000 Penalty: 3049.786377
	Iteration 82Q: 3 clusters Score -1346572 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9325 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -1346569.625000 Penalty: 3049.786377
	Iteration 83Q: 3 clusters Score -1346570 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9329 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -1346570.875000 Penalty: 3049.786377
	Iteration 84Q: 3 clusters Score -1346571 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9332 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -1346571.750000 Penalty: 3049.786377
	Iteration 85Q: 3 clusters Score -1346572 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9334 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -1346573.500000 Penalty: 3049.786377
	Iteration 86Q: 3 clusters Score -1346574 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9336 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -1346573.500000 Penalty: 3049.786377
	Iteration 87Q: 3 clusters Score -1346574 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9337 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -1346574.500000 Penalty: 3049.786377
	Iteration 88Q: 3 clusters Score -1346574 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9338 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -1346575.750000 Penalty: 3049.786377
	Iteration 89Q: 3 clusters Score -1346576 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9338 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -1346575.750000 Penalty: 3049.786377
	Iteration 90F: 3 clusters Score -1346576 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (2984 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Entering Unmasked Estep 
Score: -359013.406250 Penalty: 1300.165771
	Iteration 0F: 2 clusters Score -359013.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -356274.718750 Penalty: 2600.331543
	Iteration 0F: 3 clusters Score -356274.7 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -356963.437500 Penalty: 2600.331543
	Iteration 1F: 3 clusters Score -356963.4 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -357160.562500 Penalty: 2600.331543
	Iteration 2F: 3 clusters Score -357160.6 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -357311.312500 Penalty: 2600.331543
	Iteration 3F: 3 clusters Score -357311.3 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -357451.406250 Penalty: 2600.331543
	Iteration 4F: 3 clusters Score -357451.4 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -357558.218750 Penalty: 2600.331543
	Iteration 5Q: 3 clusters Score -357558.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -357655.062500 Penalty: 2600.331543
	Iteration 6Q: 3 clusters Score -357655.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -357734.750000 Penalty: 2600.331543
	Iteration 7Q: 3 clusters Score -357734.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -357794.500000 Penalty: 2600.331543
	Iteration 8Q: 3 clusters Score -357794.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -357844.531250 Penalty: 2600.331543
	Iteration 9Q: 3 clusters Score -357844.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -357907.031250 Penalty: 2600.331543
	Iteration 10Q: 3 clusters Score -357907 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -357973.312500 Penalty: 2600.331543
	Iteration 11Q: 3 clusters Score -357973.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -358026.750000 Penalty: 2600.331543
	Iteration 12Q: 3 clusters Score -358026.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -358082.937500 Penalty: 2600.331543
	Iteration 13Q: 3 clusters Score -358082.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -358127.718750 Penalty: 2600.331543
	Iteration 14Q: 3 clusters Score -358127.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -358162.062500 Penalty: 2600.331543
	Iteration 15Q: 3 clusters Score -358162.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -358197.781250 Penalty: 2600.331543
	Iteration 16Q: 3 clusters Score -358197.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -358229.250000 Penalty: 2600.331543
	Iteration 17Q: 3 clusters Score -358229.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -358247.718750 Penalty: 2600.331543
	Iteration 18Q: 3 clusters Score -358247.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -358269.000000 Penalty: 2600.331543
	Iteration 19Q: 3 clusters Score -358269 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -358297.906250 Penalty: 2600.331543
	Iteration 20F: 3 clusters Score -358297.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -358315.750000 Penalty: 2600.331543
	Iteration 21Q: 3 clusters Score -358315.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -358332.843750 Penalty: 2600.331543
	Iteration 22Q: 3 clusters Score -358332.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -358351.500000 Penalty: 2600.331543
	Iteration 23Q: 3 clusters Score -358351.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -358376.375000 Penalty: 2600.331543
	Iteration 24Q: 3 clusters Score -358376.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -358394.031250 Penalty: 2600.331543
	Iteration 25Q: 3 clusters Score -358394 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -358410.812500 Penalty: 2600.331543
	Iteration 26Q: 3 clusters Score -358410.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -358424.531250 Penalty: 2600.331543
	Iteration 27Q: 3 clusters Score -358424.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -358438.500000 Penalty: 2600.331543
	Iteration 28Q: 3 clusters Score -358438.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -358447.218750 Penalty: 2600.331543
	Iteration 29Q: 3 clusters Score -358447.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -358456.062500 Penalty: 2600.331543
	Iteration 30Q: 3 clusters Score -358456.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -358467.843750 Penalty: 2600.331543
	Iteration 31Q: 3 clusters Score -358467.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -358482.593750 Penalty: 2600.331543
	Iteration 32Q: 3 clusters Score -358482.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -358503.437500 Penalty: 2600.331543
	Iteration 33Q: 3 clusters Score -358503.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -358540.718750 Penalty: 2600.331543
	Iteration 34Q: 3 clusters Score -358540.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -358590.531250 Penalty: 2600.331543
	Iteration 35Q: 3 clusters Score -358590.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -358626.312500 Penalty: 2600.331543
	Iteration 36Q: 3 clusters Score -358626.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -358638.625000 Penalty: 2600.331543
	Iteration 37Q: 3 clusters Score -358638.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -358644.375000 Penalty: 2600.331543
	Iteration 38Q: 3 clusters Score -358644.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -358647.500000 Penalty: 2600.331543
	Iteration 39Q: 3 clusters Score -358647.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -358648.593750 Penalty: 2600.331543
	Iteration 40F: 3 clusters Score -358648.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (21866 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21866 members 
Entering Unmasked Estep 
Score: -2777006.250000 Penalty: 1623.811890
	Iteration 0F: 2 clusters Score -2777006 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11005 members 
Mstep: Class 2 contains 10861 members 
Entering Unmasked Estep 
Score: -2762237.250000 Penalty: 3247.623779
	Iteration 0F: 3 clusters Score -2762237 nChanged 9883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11268 members 
Mstep: Class 2 contains 10598 members 
Entering Unmasked Estep 
Score: -2767566.750000 Penalty: 3247.623779
	Iteration 1F: 3 clusters Score -2767567 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11435 members 
Mstep: Class 2 contains 10431 members 
Entering Unmasked Estep 
Score: -2767878.000000 Penalty: 3247.623779
	Iteration 2Q: 3 clusters Score -2767878 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11664 members 
Mstep: Class 2 contains 10202 members 
Entering Unmasked Estep 
Score: -2768150.000000 Penalty: 3247.623779
	Iteration 3Q: 3 clusters Score -2768150 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12042 members 
Mstep: Class 2 contains 9824 members 
Entering Unmasked Estep 
Score: -2768401.250000 Penalty: 3247.623779
	Iteration 4Q: 3 clusters Score -2768401 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12560 members 
Mstep: Class 2 contains 9306 members 
Entering Unmasked Estep 
Score: -2768706.000000 Penalty: 3247.623779
	Iteration 5Q: 3 clusters Score -2768706 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13233 members 
Mstep: Class 2 contains 8633 members 
Entering Unmasked Estep 
Score: -2769065.500000 Penalty: 3247.623779
	Iteration 6Q: 3 clusters Score -2769066 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14096 members 
Mstep: Class 2 contains 7770 members 
Entering Unmasked Estep 
Score: -2769565.250000 Penalty: 3247.623779
	Iteration 7Q: 3 clusters Score -2769565 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15189 members 
Mstep: Class 2 contains 6677 members 
Entering Unmasked Estep 
Score: -2770216.750000 Penalty: 3247.623779
	Iteration 8F: 3 clusters Score -2770217 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16420 members 
Mstep: Class 2 contains 5446 members 
Entering Unmasked Estep 
Score: -2771056.250000 Penalty: 3247.623779
	Iteration 9F: 3 clusters Score -2771056 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17731 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -2772081.750000 Penalty: 3247.623779
	Iteration 10F: 3 clusters Score -2772082 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19021 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -2773198.500000 Penalty: 3247.623779
	Iteration 11F: 3 clusters Score -2773198 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20041 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -2774088.000000 Penalty: 3247.623779
	Iteration 12Q: 3 clusters Score -2774088 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20761 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -2774740.750000 Penalty: 3247.623779
	Iteration 13Q: 3 clusters Score -2774741 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21170 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -2775080.750000 Penalty: 3247.623779
	Iteration 14Q: 3 clusters Score -2775081 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21386 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -2775277.750000 Penalty: 3247.623779
	Iteration 15Q: 3 clusters Score -2775278 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21505 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -2775393.750000 Penalty: 3247.623779
	Iteration 16Q: 3 clusters Score -2775394 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21564 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -2775470.250000 Penalty: 3247.623779
	Iteration 17Q: 3 clusters Score -2775470 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21604 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -2775530.250000 Penalty: 3247.623779
	Iteration 18Q: 3 clusters Score -2775530 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21620 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -2775558.250000 Penalty: 3247.623779
	Iteration 19Q: 3 clusters Score -2775558 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21626 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -2775572.000000 Penalty: 3247.623779
	Iteration 20F: 3 clusters Score -2775572 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21633 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -2775587.750000 Penalty: 3247.623779
	Iteration 21Q: 3 clusters Score -2775588 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21640 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -2775596.250000 Penalty: 3247.623779
	Iteration 22Q: 3 clusters Score -2775596 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21644 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -2775599.750000 Penalty: 3247.623779
	Iteration 23Q: 3 clusters Score -2775600 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21647 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -2775606.500000 Penalty: 3247.623779
	Iteration 24Q: 3 clusters Score -2775606 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21649 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -2775607.500000 Penalty: 3247.623779
	Iteration 25Q: 3 clusters Score -2775608 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21650 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -2775613.750000 Penalty: 3247.623779
	Iteration 26Q: 3 clusters Score -2775614 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21650 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -2775613.750000 Penalty: 3247.623779
	Iteration 27F: 3 clusters Score -2775614 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (39337 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39337 members 
Entering Unmasked Estep 
Score: -4976815.500000 Penalty: 1719.237183
	Iteration 0F: 2 clusters Score -4976816 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19729 members 
Mstep: Class 2 contains 19608 members 
Entering Unmasked Estep 
Score: -4950360.000000 Penalty: 3438.474365
	Iteration 0F: 3 clusters Score -4950360 nChanged 18207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20700 members 
Mstep: Class 2 contains 18637 members 
Entering Unmasked Estep 
Score: -4960765.500000 Penalty: 3438.474365
	Iteration 1F: 3 clusters Score -4960766 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21272 members 
Mstep: Class 2 contains 18065 members 
Entering Unmasked Estep 
Score: -4961295.500000 Penalty: 3438.474365
	Iteration 2Q: 3 clusters Score -4961296 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22119 members 
Mstep: Class 2 contains 17218 members 
Entering Unmasked Estep 
Score: -4961855.000000 Penalty: 3438.474365
	Iteration 3Q: 3 clusters Score -4961855 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23271 members 
Mstep: Class 2 contains 16066 members 
Entering Unmasked Estep 
Score: -4962524.500000 Penalty: 3438.474365
	Iteration 4Q: 3 clusters Score -4962524 nChanged 1969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24846 members 
Mstep: Class 2 contains 14491 members 
Entering Unmasked Estep 
Score: -4963495.000000 Penalty: 3438.474365
	Iteration 5F: 3 clusters Score -4963495 nChanged 2336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26978 members 
Mstep: Class 2 contains 12359 members 
Entering Unmasked Estep 
Score: -4964896.500000 Penalty: 3438.474365
	Iteration 6F: 3 clusters Score -4964896 nChanged 2665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29565 members 
Mstep: Class 2 contains 9772 members 
Entering Unmasked Estep 
Score: -4966788.500000 Penalty: 3438.474365
	Iteration 7F: 3 clusters Score -4966788 nChanged 2787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32304 members 
Mstep: Class 2 contains 7033 members 
Entering Unmasked Estep 
Score: -4969044.000000 Penalty: 3438.474365
	Iteration 8F: 3 clusters Score -4969044 nChanged 2575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34865 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -4971319.500000 Penalty: 3438.474365
	Iteration 9F: 3 clusters Score -4971320 nChanged 1986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36847 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -4973146.500000 Penalty: 3438.474365
	Iteration 10F: 3 clusters Score -4973146 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38057 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -4974260.000000 Penalty: 3438.474365
	Iteration 11Q: 3 clusters Score -4974260 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38690 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -4974861.000000 Penalty: 3438.474365
	Iteration 12Q: 3 clusters Score -4974861 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38937 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -4975080.000000 Penalty: 3438.474365
	Iteration 13Q: 3 clusters Score -4975080 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39035 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -4975185.000000 Penalty: 3438.474365
	Iteration 14Q: 3 clusters Score -4975185 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39075 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -4975243.500000 Penalty: 3438.474365
	Iteration 15Q: 3 clusters Score -4975244 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39096 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -4975267.500000 Penalty: 3438.474365
	Iteration 16Q: 3 clusters Score -4975268 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39100 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -4975296.000000 Penalty: 3438.474365
	Iteration 17Q: 3 clusters Score -4975296 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39107 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -4975313.500000 Penalty: 3438.474365
	Iteration 18Q: 3 clusters Score -4975314 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39113 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -4975329.500000 Penalty: 3438.474365
	Iteration 19Q: 3 clusters Score -4975330 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39120 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -4975329.500000 Penalty: 3438.474365
	Iteration 20F: 3 clusters Score -4975330 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39120 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -4975335.000000 Penalty: 3438.474365
	Iteration 21Q: 3 clusters Score -4975335 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39119 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -4975339.000000 Penalty: 3438.474365
	Iteration 22Q: 3 clusters Score -4975339 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39118 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -4975341.500000 Penalty: 3438.474365
	Iteration 23Q: 3 clusters Score -4975342 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39118 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -4975343.000000 Penalty: 3438.474365
	Iteration 24Q: 3 clusters Score -4975343 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39121 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -4975349.000000 Penalty: 3438.474365
	Iteration 25Q: 3 clusters Score -4975349 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39121 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -4975351.500000 Penalty: 3438.474365
	Iteration 26Q: 3 clusters Score -4975352 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39121 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -4975351.500000 Penalty: 3438.474365
	Iteration 27F: 3 clusters Score -4975352 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (7912 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7912 members 
Entering Unmasked Estep 
Score: -990812.812500 Penalty: 1458.622192
	Iteration 0F: 2 clusters Score -990812.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -984993.312500 Penalty: 2917.244385
	Iteration 0F: 3 clusters Score -984993.3 nChanged 3361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -986868.125000 Penalty: 2917.244385
	Iteration 1F: 3 clusters Score -986868.1 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -987113.000000 Penalty: 2917.244385
	Iteration 2F: 3 clusters Score -987113 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -987312.750000 Penalty: 2917.244385
	Iteration 3F: 3 clusters Score -987312.8 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -987464.437500 Penalty: 2917.244385
	Iteration 4Q: 3 clusters Score -987464.4 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -987631.062500 Penalty: 2917.244385
	Iteration 5Q: 3 clusters Score -987631.1 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -987776.375000 Penalty: 2917.244385
	Iteration 6Q: 3 clusters Score -987776.4 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -987916.875000 Penalty: 2917.244385
	Iteration 7Q: 3 clusters Score -987916.9 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -988066.812500 Penalty: 2917.244385
	Iteration 8Q: 3 clusters Score -988066.8 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5545 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -988214.062500 Penalty: 2917.244385
	Iteration 9Q: 3 clusters Score -988214.1 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5751 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -988344.187500 Penalty: 2917.244385
	Iteration 10Q: 3 clusters Score -988344.2 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5980 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -988499.375000 Penalty: 2917.244385
	Iteration 11Q: 3 clusters Score -988499.4 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6214 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -988665.750000 Penalty: 2917.244385
	Iteration 12Q: 3 clusters Score -988665.8 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6441 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -988813.562500 Penalty: 2917.244385
	Iteration 13Q: 3 clusters Score -988813.6 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6656 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -988950.750000 Penalty: 2917.244385
	Iteration 14Q: 3 clusters Score -988950.8 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6835 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -989070.062500 Penalty: 2917.244385
	Iteration 15Q: 3 clusters Score -989070.1 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6988 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -989175.062500 Penalty: 2917.244385
	Iteration 16Q: 3 clusters Score -989175.1 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7120 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -989260.812500 Penalty: 2917.244385
	Iteration 17Q: 3 clusters Score -989260.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7222 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -989330.500000 Penalty: 2917.244385
	Iteration 18Q: 3 clusters Score -989330.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7295 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -989379.187500 Penalty: 2917.244385
	Iteration 19Q: 3 clusters Score -989379.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7343 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -989414.750000 Penalty: 2917.244385
	Iteration 20F: 3 clusters Score -989414.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7384 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -989443.062500 Penalty: 2917.244385
	Iteration 21Q: 3 clusters Score -989443.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7410 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -989462.125000 Penalty: 2917.244385
	Iteration 22Q: 3 clusters Score -989462.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7441 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -989486.125000 Penalty: 2917.244385
	Iteration 23Q: 3 clusters Score -989486.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7465 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -989502.687500 Penalty: 2917.244385
	Iteration 24Q: 3 clusters Score -989502.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7478 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -989510.812500 Penalty: 2917.244385
	Iteration 25Q: 3 clusters Score -989510.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7491 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -989519.000000 Penalty: 2917.244385
	Iteration 26Q: 3 clusters Score -989519 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7499 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -989530.062500 Penalty: 2917.244385
	Iteration 27Q: 3 clusters Score -989530.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7508 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -989532.062500 Penalty: 2917.244385
	Iteration 28Q: 3 clusters Score -989532.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7516 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -989540.187500 Penalty: 2917.244385
	Iteration 29Q: 3 clusters Score -989540.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7526 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -989550.437500 Penalty: 2917.244385
	Iteration 30Q: 3 clusters Score -989550.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7535 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -989559.125000 Penalty: 2917.244385
	Iteration 31Q: 3 clusters Score -989559.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7544 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -989563.250000 Penalty: 2917.244385
	Iteration 32Q: 3 clusters Score -989563.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7548 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -989567.750000 Penalty: 2917.244385
	Iteration 33Q: 3 clusters Score -989567.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7552 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -989572.312500 Penalty: 2917.244385
	Iteration 34Q: 3 clusters Score -989572.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7556 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -989575.625000 Penalty: 2917.244385
	Iteration 35Q: 3 clusters Score -989575.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7558 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -989578.250000 Penalty: 2917.244385
	Iteration 36Q: 3 clusters Score -989578.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7561 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -989580.000000 Penalty: 2917.244385
	Iteration 37Q: 3 clusters Score -989580 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7562 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -989582.000000 Penalty: 2917.244385
	Iteration 38Q: 3 clusters Score -989582 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7563 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -989582.750000 Penalty: 2917.244385
	Iteration 39Q: 3 clusters Score -989582.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7566 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -989584.687500 Penalty: 2917.244385
	Iteration 40F: 3 clusters Score -989584.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7567 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -989586.562500 Penalty: 2917.244385
	Iteration 41Q: 3 clusters Score -989586.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7567 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -989587.812500 Penalty: 2917.244385
	Iteration 42Q: 3 clusters Score -989587.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7567 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -989588.375000 Penalty: 2917.244385
	Iteration 43Q: 3 clusters Score -989588.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7569 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -989590.562500 Penalty: 2917.244385
	Iteration 44Q: 3 clusters Score -989590.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7573 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -989594.687500 Penalty: 2917.244385
	Iteration 45Q: 3 clusters Score -989594.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7577 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -989597.125000 Penalty: 2917.244385
	Iteration 46Q: 3 clusters Score -989597.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7577 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -989597.125000 Penalty: 2917.244385
	Iteration 47F: 3 clusters Score -989597.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (3859 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Entering Unmasked Estep 
Score: -471331.687500 Penalty: 1341.951538
	Iteration 0F: 2 clusters Score -471331.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -468133.843750 Penalty: 2683.903076
	Iteration 0F: 3 clusters Score -468133.8 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -469033.062500 Penalty: 2683.903076
	Iteration 1F: 3 clusters Score -469033.1 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -469311.093750 Penalty: 2683.903076
	Iteration 2F: 3 clusters Score -469311.1 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -469494.843750 Penalty: 2683.903076
	Iteration 3F: 3 clusters Score -469494.8 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -469634.781250 Penalty: 2683.903076
	Iteration 4F: 3 clusters Score -469634.8 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -469757.218750 Penalty: 2683.903076
	Iteration 5Q: 3 clusters Score -469757.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -469837.781250 Penalty: 2683.903076
	Iteration 6Q: 3 clusters Score -469837.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -469918.406250 Penalty: 2683.903076
	Iteration 7Q: 3 clusters Score -469918.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -470006.343750 Penalty: 2683.903076
	Iteration 8Q: 3 clusters Score -470006.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -470077.062500 Penalty: 2683.903076
	Iteration 9Q: 3 clusters Score -470077.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -470131.343750 Penalty: 2683.903076
	Iteration 10Q: 3 clusters Score -470131.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -470179.812500 Penalty: 2683.903076
	Iteration 11Q: 3 clusters Score -470179.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -470220.343750 Penalty: 2683.903076
	Iteration 12Q: 3 clusters Score -470220.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -470248.593750 Penalty: 2683.903076
	Iteration 13Q: 3 clusters Score -470248.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -470275.500000 Penalty: 2683.903076
	Iteration 14Q: 3 clusters Score -470275.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -470297.031250 Penalty: 2683.903076
	Iteration 15Q: 3 clusters Score -470297 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -470329.468750 Penalty: 2683.903076
	Iteration 16Q: 3 clusters Score -470329.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -470350.750000 Penalty: 2683.903076
	Iteration 17Q: 3 clusters Score -470350.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -470370.531250 Penalty: 2683.903076
	Iteration 18Q: 3 clusters Score -470370.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -470380.281250 Penalty: 2683.903076
	Iteration 19Q: 3 clusters Score -470380.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -470387.718750 Penalty: 2683.903076
	Iteration 20F: 3 clusters Score -470387.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -470393.000000 Penalty: 2683.903076
	Iteration 21Q: 3 clusters Score -470393 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -470396.937500 Penalty: 2683.903076
	Iteration 22Q: 3 clusters Score -470396.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -470401.750000 Penalty: 2683.903076
	Iteration 23Q: 3 clusters Score -470401.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -470410.406250 Penalty: 2683.903076
	Iteration 24Q: 3 clusters Score -470410.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -470416.593750 Penalty: 2683.903076
	Iteration 25Q: 3 clusters Score -470416.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -470420.218750 Penalty: 2683.903076
	Iteration 26Q: 3 clusters Score -470420.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -470425.250000 Penalty: 2683.903076
	Iteration 27Q: 3 clusters Score -470425.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -470429.375000 Penalty: 2683.903076
	Iteration 28Q: 3 clusters Score -470429.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -470432.687500 Penalty: 2683.903076
	Iteration 29Q: 3 clusters Score -470432.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -470434.875000 Penalty: 2683.903076
	Iteration 30Q: 3 clusters Score -470434.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -470434.687500 Penalty: 2683.903076
	Iteration 31Q: 3 clusters Score -470434.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -470434.687500 Penalty: 2683.903076
	Iteration 32F: 3 clusters Score -470434.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (2339 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Entering Unmasked Estep 
Score: -289118.437500 Penalty: 1260.590332
	Iteration 0F: 2 clusters Score -289118.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -286811.218750 Penalty: 2521.180664
	Iteration 0F: 3 clusters Score -286811.2 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -287316.187500 Penalty: 2521.180664
	Iteration 1F: 3 clusters Score -287316.2 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -287448.375000 Penalty: 2521.180664
	Iteration 2F: 3 clusters Score -287448.4 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -287529.750000 Penalty: 2521.180664
	Iteration 3F: 3 clusters Score -287529.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -287584.781250 Penalty: 2521.180664
	Iteration 4Q: 3 clusters Score -287584.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -287624.906250 Penalty: 2521.180664
	Iteration 5Q: 3 clusters Score -287624.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -287656.156250 Penalty: 2521.180664
	Iteration 6Q: 3 clusters Score -287656.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -287681.718750 Penalty: 2521.180664
	Iteration 7Q: 3 clusters Score -287681.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -287704.218750 Penalty: 2521.180664
	Iteration 8Q: 3 clusters Score -287704.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -287724.593750 Penalty: 2521.180664
	Iteration 9Q: 3 clusters Score -287724.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -287745.406250 Penalty: 2521.180664
	Iteration 10Q: 3 clusters Score -287745.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -287766.406250 Penalty: 2521.180664
	Iteration 11Q: 3 clusters Score -287766.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -287785.125000 Penalty: 2521.180664
	Iteration 12Q: 3 clusters Score -287785.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -287800.093750 Penalty: 2521.180664
	Iteration 13Q: 3 clusters Score -287800.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -287814.531250 Penalty: 2521.180664
	Iteration 14Q: 3 clusters Score -287814.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -287828.250000 Penalty: 2521.180664
	Iteration 15Q: 3 clusters Score -287828.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -287840.625000 Penalty: 2521.180664
	Iteration 16Q: 3 clusters Score -287840.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -287847.375000 Penalty: 2521.180664
	Iteration 17Q: 3 clusters Score -287847.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -287853.687500 Penalty: 2521.180664
	Iteration 18Q: 3 clusters Score -287853.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -287862.250000 Penalty: 2521.180664
	Iteration 19Q: 3 clusters Score -287862.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -287871.562500 Penalty: 2521.180664
	Iteration 20F: 3 clusters Score -287871.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -287886.687500 Penalty: 2521.180664
	Iteration 21Q: 3 clusters Score -287886.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -287906.593750 Penalty: 2521.180664
	Iteration 22Q: 3 clusters Score -287906.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -287926.281250 Penalty: 2521.180664
	Iteration 23Q: 3 clusters Score -287926.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -287945.531250 Penalty: 2521.180664
	Iteration 24Q: 3 clusters Score -287945.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -287961.062500 Penalty: 2521.180664
	Iteration 25Q: 3 clusters Score -287961.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -287979.718750 Penalty: 2521.180664
	Iteration 26Q: 3 clusters Score -287979.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -287996.125000 Penalty: 2521.180664
	Iteration 27Q: 3 clusters Score -287996.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -288017.781250 Penalty: 2521.180664
	Iteration 28Q: 3 clusters Score -288017.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -288040.250000 Penalty: 2521.180664
	Iteration 29Q: 3 clusters Score -288040.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -288061.750000 Penalty: 2521.180664
	Iteration 30Q: 3 clusters Score -288061.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -288084.875000 Penalty: 2521.180664
	Iteration 31Q: 3 clusters Score -288084.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -288119.812500 Penalty: 2521.180664
	Iteration 32Q: 3 clusters Score -288119.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -288141.625000 Penalty: 2521.180664
	Iteration 33Q: 3 clusters Score -288141.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -288162.812500 Penalty: 2521.180664
	Iteration 34Q: 3 clusters Score -288162.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -288185.687500 Penalty: 2521.180664
	Iteration 35Q: 3 clusters Score -288185.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -288208.437500 Penalty: 2521.180664
	Iteration 36Q: 3 clusters Score -288208.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -288230.062500 Penalty: 2521.180664
	Iteration 37Q: 3 clusters Score -288230.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -288242.000000 Penalty: 2521.180664
	Iteration 38Q: 3 clusters Score -288242 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -288254.593750 Penalty: 2521.180664
	Iteration 39Q: 3 clusters Score -288254.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -288264.781250 Penalty: 2521.180664
	Iteration 40F: 3 clusters Score -288264.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -288273.000000 Penalty: 2521.180664
	Iteration 41Q: 3 clusters Score -288273 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -288280.125000 Penalty: 2521.180664
	Iteration 42Q: 3 clusters Score -288280.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -288284.468750 Penalty: 2521.180664
	Iteration 43Q: 3 clusters Score -288284.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -288289.187500 Penalty: 2521.180664
	Iteration 44Q: 3 clusters Score -288289.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -288295.218750 Penalty: 2521.180664
	Iteration 45Q: 3 clusters Score -288295.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -288298.625000 Penalty: 2521.180664
	Iteration 46Q: 3 clusters Score -288298.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -288302.406250 Penalty: 2521.180664
	Iteration 47Q: 3 clusters Score -288302.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -288304.906250 Penalty: 2521.180664
	Iteration 48Q: 3 clusters Score -288304.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -288309.093750 Penalty: 2521.180664
	Iteration 49Q: 3 clusters Score -288309.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -288313.062500 Penalty: 2521.180664
	Iteration 50Q: 3 clusters Score -288313.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -288316.187500 Penalty: 2521.180664
	Iteration 51Q: 3 clusters Score -288316.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -288318.531250 Penalty: 2521.180664
	Iteration 52Q: 3 clusters Score -288318.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -288319.531250 Penalty: 2521.180664
	Iteration 53Q: 3 clusters Score -288319.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -288319.843750 Penalty: 2521.180664
	Iteration 54Q: 3 clusters Score -288319.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -288320.625000 Penalty: 2521.180664
	Iteration 55Q: 3 clusters Score -288320.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -288320.625000 Penalty: 2521.180664
	Iteration 56F: 3 clusters Score -288320.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (23224 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23224 members 
Entering Unmasked Estep 
Score: -2878852.750000 Penalty: 1633.602905
	Iteration 0F: 2 clusters Score -2878853 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11601 members 
Mstep: Class 2 contains 11623 members 
Entering Unmasked Estep 
Score: -2863023.500000 Penalty: 3267.205811
	Iteration 0F: 3 clusters Score -2863024 nChanged 10625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11534 members 
Mstep: Class 2 contains 11690 members 
Entering Unmasked Estep 
Score: -2868895.250000 Penalty: 3267.205811
	Iteration 1F: 3 clusters Score -2868895 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11532 members 
Mstep: Class 2 contains 11692 members 
Entering Unmasked Estep 
Score: -2869229.500000 Penalty: 3267.205811
	Iteration 2Q: 3 clusters Score -2869230 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11515 members 
Mstep: Class 2 contains 11709 members 
Entering Unmasked Estep 
Score: -2869552.500000 Penalty: 3267.205811
	Iteration 3Q: 3 clusters Score -2869552 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11411 members 
Mstep: Class 2 contains 11813 members 
Entering Unmasked Estep 
Score: -2869847.250000 Penalty: 3267.205811
	Iteration 4Q: 3 clusters Score -2869847 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11319 members 
Mstep: Class 2 contains 11905 members 
Entering Unmasked Estep 
Score: -2870150.000000 Penalty: 3267.205811
	Iteration 5Q: 3 clusters Score -2870150 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11165 members 
Mstep: Class 2 contains 12059 members 
Entering Unmasked Estep 
Score: -2870499.500000 Penalty: 3267.205811
	Iteration 6Q: 3 clusters Score -2870500 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10963 members 
Mstep: Class 2 contains 12261 members 
Entering Unmasked Estep 
Score: -2870859.000000 Penalty: 3267.205811
	Iteration 7Q: 3 clusters Score -2870859 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10697 members 
Mstep: Class 2 contains 12527 members 
Entering Unmasked Estep 
Score: -2871276.750000 Penalty: 3267.205811
	Iteration 8Q: 3 clusters Score -2871277 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10415 members 
Mstep: Class 2 contains 12809 members 
Entering Unmasked Estep 
Score: -2871803.250000 Penalty: 3267.205811
	Iteration 9Q: 3 clusters Score -2871803 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10114 members 
Mstep: Class 2 contains 13110 members 
Entering Unmasked Estep 
Score: -2872443.750000 Penalty: 3267.205811
	Iteration 10Q: 3 clusters Score -2872444 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9813 members 
Mstep: Class 2 contains 13411 members 
Entering Unmasked Estep 
Score: -2873146.000000 Penalty: 3267.205811
	Iteration 11Q: 3 clusters Score -2873146 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9488 members 
Mstep: Class 2 contains 13736 members 
Entering Unmasked Estep 
Score: -2873711.500000 Penalty: 3267.205811
	Iteration 12Q: 3 clusters Score -2873712 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9124 members 
Mstep: Class 2 contains 14100 members 
Entering Unmasked Estep 
Score: -2874141.500000 Penalty: 3267.205811
	Iteration 13Q: 3 clusters Score -2874142 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8770 members 
Mstep: Class 2 contains 14454 members 
Entering Unmasked Estep 
Score: -2874442.000000 Penalty: 3267.205811
	Iteration 14Q: 3 clusters Score -2874442 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8424 members 
Mstep: Class 2 contains 14800 members 
Entering Unmasked Estep 
Score: -2874669.750000 Penalty: 3267.205811
	Iteration 15Q: 3 clusters Score -2874670 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8064 members 
Mstep: Class 2 contains 15160 members 
Entering Unmasked Estep 
Score: -2874879.250000 Penalty: 3267.205811
	Iteration 16Q: 3 clusters Score -2874879 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7671 members 
Mstep: Class 2 contains 15553 members 
Entering Unmasked Estep 
Score: -2875066.000000 Penalty: 3267.205811
	Iteration 17Q: 3 clusters Score -2875066 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7286 members 
Mstep: Class 2 contains 15938 members 
Entering Unmasked Estep 
Score: -2875269.750000 Penalty: 3267.205811
	Iteration 18Q: 3 clusters Score -2875270 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6888 members 
Mstep: Class 2 contains 16336 members 
Entering Unmasked Estep 
Score: -2875451.000000 Penalty: 3267.205811
	Iteration 19Q: 3 clusters Score -2875451 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6529 members 
Mstep: Class 2 contains 16695 members 
Entering Unmasked Estep 
Score: -2875615.250000 Penalty: 3267.205811
	Iteration 20F: 3 clusters Score -2875615 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6190 members 
Mstep: Class 2 contains 17034 members 
Entering Unmasked Estep 
Score: -2875764.250000 Penalty: 3267.205811
	Iteration 21Q: 3 clusters Score -2875764 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5856 members 
Mstep: Class 2 contains 17368 members 
Entering Unmasked Estep 
Score: -2875888.500000 Penalty: 3267.205811
	Iteration 22Q: 3 clusters Score -2875888 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5506 members 
Mstep: Class 2 contains 17718 members 
Entering Unmasked Estep 
Score: -2876041.750000 Penalty: 3267.205811
	Iteration 23Q: 3 clusters Score -2876042 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 18080 members 
Entering Unmasked Estep 
Score: -2876212.500000 Penalty: 3267.205811
	Iteration 24Q: 3 clusters Score -2876212 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 18460 members 
Entering Unmasked Estep 
Score: -2876375.750000 Penalty: 3267.205811
	Iteration 25Q: 3 clusters Score -2876376 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 18836 members 
Entering Unmasked Estep 
Score: -2876534.500000 Penalty: 3267.205811
	Iteration 26Q: 3 clusters Score -2876534 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 19218 members 
Entering Unmasked Estep 
Score: -2876716.250000 Penalty: 3267.205811
	Iteration 27Q: 3 clusters Score -2876716 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 19587 members 
Entering Unmasked Estep 
Score: -2876903.500000 Penalty: 3267.205811
	Iteration 28Q: 3 clusters Score -2876904 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 19957 members 
Entering Unmasked Estep 
Score: -2877097.500000 Penalty: 3267.205811
	Iteration 29Q: 3 clusters Score -2877098 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 20332 members 
Entering Unmasked Estep 
Score: -2877310.250000 Penalty: 3267.205811
	Iteration 30Q: 3 clusters Score -2877310 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 20651 members 
Entering Unmasked Estep 
Score: -2877512.500000 Penalty: 3267.205811
	Iteration 31Q: 3 clusters Score -2877512 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 20950 members 
Entering Unmasked Estep 
Score: -2877690.000000 Penalty: 3267.205811
	Iteration 32Q: 3 clusters Score -2877690 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 21193 members 
Entering Unmasked Estep 
Score: -2877839.750000 Penalty: 3267.205811
	Iteration 33Q: 3 clusters Score -2877840 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 21401 members 
Entering Unmasked Estep 
Score: -2877986.500000 Penalty: 3267.205811
	Iteration 34Q: 3 clusters Score -2877986 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 21565 members 
Entering Unmasked Estep 
Score: -2878111.500000 Penalty: 3267.205811
	Iteration 35Q: 3 clusters Score -2878112 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 21708 members 
Entering Unmasked Estep 
Score: -2878206.250000 Penalty: 3267.205811
	Iteration 36Q: 3 clusters Score -2878206 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 21809 members 
Entering Unmasked Estep 
Score: -2878253.000000 Penalty: 3267.205811
	Iteration 37Q: 3 clusters Score -2878253 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 21888 members 
Entering Unmasked Estep 
Score: -2878296.250000 Penalty: 3267.205811
	Iteration 38Q: 3 clusters Score -2878296 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 21931 members 
Entering Unmasked Estep 
Score: -2878315.000000 Penalty: 3267.205811
	Iteration 39Q: 3 clusters Score -2878315 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 21964 members 
Entering Unmasked Estep 
Score: -2878337.000000 Penalty: 3267.205811
	Iteration 40F: 3 clusters Score -2878337 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 22004 members 
Entering Unmasked Estep 
Score: -2878354.500000 Penalty: 3267.205811
	Iteration 41Q: 3 clusters Score -2878354 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 22036 members 
Entering Unmasked Estep 
Score: -2878369.500000 Penalty: 3267.205811
	Iteration 42Q: 3 clusters Score -2878370 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 22067 members 
Entering Unmasked Estep 
Score: -2878383.500000 Penalty: 3267.205811
	Iteration 43Q: 3 clusters Score -2878384 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 22088 members 
Entering Unmasked Estep 
Score: -2878391.000000 Penalty: 3267.205811
	Iteration 44Q: 3 clusters Score -2878391 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 22103 members 
Entering Unmasked Estep 
Score: -2878404.000000 Penalty: 3267.205811
	Iteration 45Q: 3 clusters Score -2878404 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 22116 members 
Entering Unmasked Estep 
Score: -2878406.500000 Penalty: 3267.205811
	Iteration 46Q: 3 clusters Score -2878406 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 22135 members 
Entering Unmasked Estep 
Score: -2878411.250000 Penalty: 3267.205811
	Iteration 47Q: 3 clusters Score -2878411 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 22153 members 
Entering Unmasked Estep 
Score: -2878421.250000 Penalty: 3267.205811
	Iteration 48Q: 3 clusters Score -2878421 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 22171 members 
Entering Unmasked Estep 
Score: -2878419.500000 Penalty: 3267.205811
	Iteration 49Q: 3 clusters Score -2878420 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 22179 members 
Entering Unmasked Estep 
Score: -2878423.250000 Penalty: 3267.205811
	Iteration 50Q: 3 clusters Score -2878423 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 22196 members 
Entering Unmasked Estep 
Score: -2878430.250000 Penalty: 3267.205811
	Iteration 51Q: 3 clusters Score -2878430 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 22215 members 
Entering Unmasked Estep 
Score: -2878446.750000 Penalty: 3267.205811
	Iteration 52Q: 3 clusters Score -2878447 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 22234 members 
Entering Unmasked Estep 
Score: -2878456.000000 Penalty: 3267.205811
	Iteration 53Q: 3 clusters Score -2878456 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 22252 members 
Entering Unmasked Estep 
Score: -2878467.500000 Penalty: 3267.205811
	Iteration 54Q: 3 clusters Score -2878468 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 22269 members 
Entering Unmasked Estep 
Score: -2878469.250000 Penalty: 3267.205811
	Iteration 55Q: 3 clusters Score -2878469 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 22280 members 
Entering Unmasked Estep 
Score: -2878471.750000 Penalty: 3267.205811
	Iteration 56Q: 3 clusters Score -2878472 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 22286 members 
Entering Unmasked Estep 
Score: -2878474.500000 Penalty: 3267.205811
	Iteration 57Q: 3 clusters Score -2878474 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 22289 members 
Entering Unmasked Estep 
Score: -2878478.250000 Penalty: 3267.205811
	Iteration 58Q: 3 clusters Score -2878478 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 22293 members 
Entering Unmasked Estep 
Score: -2878482.500000 Penalty: 3267.205811
	Iteration 59Q: 3 clusters Score -2878482 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 22298 members 
Entering Unmasked Estep 
Score: -2878489.250000 Penalty: 3267.205811
	Iteration 60F: 3 clusters Score -2878489 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 22310 members 
Entering Unmasked Estep 
Score: -2878497.000000 Penalty: 3267.205811
	Iteration 61Q: 3 clusters Score -2878497 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 22331 members 
Entering Unmasked Estep 
Score: -2878511.500000 Penalty: 3267.205811
	Iteration 62Q: 3 clusters Score -2878512 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 22343 members 
Entering Unmasked Estep 
Score: -2878527.000000 Penalty: 3267.205811
	Iteration 63Q: 3 clusters Score -2878527 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 22357 members 
Entering Unmasked Estep 
Score: -2878528.250000 Penalty: 3267.205811
	Iteration 64Q: 3 clusters Score -2878528 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 22367 members 
Entering Unmasked Estep 
Score: -2878541.000000 Penalty: 3267.205811
	Iteration 65Q: 3 clusters Score -2878541 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 22382 members 
Entering Unmasked Estep 
Score: -2878549.000000 Penalty: 3267.205811
	Iteration 66Q: 3 clusters Score -2878549 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 22393 members 
Entering Unmasked Estep 
Score: -2878552.000000 Penalty: 3267.205811
	Iteration 67Q: 3 clusters Score -2878552 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 22395 members 
Entering Unmasked Estep 
Score: -2878557.250000 Penalty: 3267.205811
	Iteration 68Q: 3 clusters Score -2878557 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 22399 members 
Entering Unmasked Estep 
Score: -2878558.000000 Penalty: 3267.205811
	Iteration 69Q: 3 clusters Score -2878558 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 22403 members 
Entering Unmasked Estep 
Score: -2878556.750000 Penalty: 3267.205811
	Iteration 70Q: 3 clusters Score -2878557 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 22402 members 
Entering Unmasked Estep 
Score: -2878559.000000 Penalty: 3267.205811
	Iteration 71Q: 3 clusters Score -2878559 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 22402 members 
Entering Unmasked Estep 
Score: -2878559.000000 Penalty: 3267.205811
	Iteration 72F: 3 clusters Score -2878559 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (411 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Entering Unmasked Estep 
Score: -43021.695312 Penalty: 978.021423
	Iteration 0F: 2 clusters Score -43021.7 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 209 members 
Entering Unmasked Estep 
Score: -42101.812500 Penalty: 1956.042847
	Iteration 0F: 3 clusters Score -42101.81 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -42356.984375 Penalty: 1956.042847
	Iteration 1F: 3 clusters Score -42356.98 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -42474.734375 Penalty: 1956.042847
	Iteration 2F: 3 clusters Score -42474.73 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -42597.175781 Penalty: 1956.042847
	Iteration 3Q: 3 clusters Score -42597.18 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -42681.992188 Penalty: 1956.042847
	Iteration 4Q: 3 clusters Score -42681.99 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -42708.933594 Penalty: 1956.042847
	Iteration 5Q: 3 clusters Score -42708.93 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -42734.972656 Penalty: 1956.042847
	Iteration 6Q: 3 clusters Score -42734.97 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -42754.890625 Penalty: 1956.042847
	Iteration 7Q: 3 clusters Score -42754.89 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -42822.914062 Penalty: 1956.042847
	Iteration 8Q: 3 clusters Score -42822.91 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -42881.886719 Penalty: 1956.042847
	Iteration 9Q: 3 clusters Score -42881.89 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -42919.167969 Penalty: 1956.042847
	Iteration 10Q: 3 clusters Score -42919.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -42922.386719 Penalty: 1956.042847
	Iteration 11Q: 3 clusters Score -42922.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -42922.386719 Penalty: 1956.042847
	Iteration 12F: 3 clusters Score -42922.39 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (3798 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Entering Unmasked Estep 
Score: -449361.781250 Penalty: 1339.362305
	Iteration 0F: 2 clusters Score -449361.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -446133.562500 Penalty: 2678.724609
	Iteration 0F: 3 clusters Score -446133.6 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -447215.218750 Penalty: 2678.724609
	Iteration 1F: 3 clusters Score -447215.2 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -447598.406250 Penalty: 2678.724609
	Iteration 2F: 3 clusters Score -447598.4 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -447857.906250 Penalty: 2678.724609
	Iteration 3F: 3 clusters Score -447857.9 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -448061.468750 Penalty: 2678.724609
	Iteration 4F: 3 clusters Score -448061.5 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -448204.968750 Penalty: 2678.724609
	Iteration 5F: 3 clusters Score -448205 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -448315.593750 Penalty: 2678.724609
	Iteration 6Q: 3 clusters Score -448315.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -448397.125000 Penalty: 2678.724609
	Iteration 7Q: 3 clusters Score -448397.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -448458.562500 Penalty: 2678.724609
	Iteration 8Q: 3 clusters Score -448458.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -448507.093750 Penalty: 2678.724609
	Iteration 9Q: 3 clusters Score -448507.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -448541.593750 Penalty: 2678.724609
	Iteration 10Q: 3 clusters Score -448541.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -448578.031250 Penalty: 2678.724609
	Iteration 11Q: 3 clusters Score -448578 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -448613.656250 Penalty: 2678.724609
	Iteration 12Q: 3 clusters Score -448613.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -448669.843750 Penalty: 2678.724609
	Iteration 13Q: 3 clusters Score -448669.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -448749.343750 Penalty: 2678.724609
	Iteration 14Q: 3 clusters Score -448749.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -448897.906250 Penalty: 2678.724609
	Iteration 15Q: 3 clusters Score -448897.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -449102.812500 Penalty: 2678.724609
	Iteration 16Q: 3 clusters Score -449102.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -449212.000000 Penalty: 2678.724609
	Iteration 17Q: 3 clusters Score -449212 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -449257.281250 Penalty: 2678.724609
	Iteration 18Q: 3 clusters Score -449257.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -449278.437500 Penalty: 2678.724609
	Iteration 19Q: 3 clusters Score -449278.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -449297.218750 Penalty: 2678.724609
	Iteration 20F: 3 clusters Score -449297.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -449305.750000 Penalty: 2678.724609
	Iteration 21Q: 3 clusters Score -449305.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -449313.375000 Penalty: 2678.724609
	Iteration 22Q: 3 clusters Score -449313.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -449321.906250 Penalty: 2678.724609
	Iteration 23Q: 3 clusters Score -449321.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -449330.062500 Penalty: 2678.724609
	Iteration 24Q: 3 clusters Score -449330.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -449336.500000 Penalty: 2678.724609
	Iteration 25Q: 3 clusters Score -449336.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -449340.968750 Penalty: 2678.724609
	Iteration 26Q: 3 clusters Score -449341 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -449345.343750 Penalty: 2678.724609
	Iteration 27Q: 3 clusters Score -449345.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -449348.187500 Penalty: 2678.724609
	Iteration 28Q: 3 clusters Score -449348.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -449349.750000 Penalty: 2678.724609
	Iteration 29Q: 3 clusters Score -449349.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -449350.687500 Penalty: 2678.724609
	Iteration 30Q: 3 clusters Score -449350.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -449352.093750 Penalty: 2678.724609
	Iteration 31Q: 3 clusters Score -449352.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -449352.343750 Penalty: 2678.724609
	Iteration 32Q: 3 clusters Score -449352.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -449353.125000 Penalty: 2678.724609
	Iteration 33Q: 3 clusters Score -449353.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -449353.031250 Penalty: 2678.724609
	Iteration 34Q: 3 clusters Score -449353 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -449353.750000 Penalty: 2678.724609
	Iteration 35Q: 3 clusters Score -449353.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -449353.625000 Penalty: 2678.724609
	Iteration 36Q: 3 clusters Score -449353.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -449354.718750 Penalty: 2678.724609
	Iteration 37Q: 3 clusters Score -449354.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -449355.531250 Penalty: 2678.724609
	Iteration 38Q: 3 clusters Score -449355.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -449355.406250 Penalty: 2678.724609
	Iteration 39Q: 3 clusters Score -449355.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -449355.406250 Penalty: 2678.724609
	Iteration 40F: 3 clusters Score -449355.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (12571 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12571 members 
Entering Unmasked Estep 
Score: -1602641.750000 Penalty: 1533.861572
	Iteration 0F: 2 clusters Score -1602642 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6173 members 
Mstep: Class 2 contains 6398 members 
Entering Unmasked Estep 
Score: -1593889.875000 Penalty: 3067.723145
	Iteration 0F: 3 clusters Score -1593890 nChanged 5402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5519 members 
Mstep: Class 2 contains 7052 members 
Entering Unmasked Estep 
Score: -1596881.250000 Penalty: 3067.723145
	Iteration 1F: 3 clusters Score -1596881 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 7507 members 
Entering Unmasked Estep 
Score: -1597329.625000 Penalty: 3067.723145
	Iteration 2F: 3 clusters Score -1597330 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 8082 members 
Entering Unmasked Estep 
Score: -1597852.250000 Penalty: 3067.723145
	Iteration 3F: 3 clusters Score -1597852 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 8758 members 
Entering Unmasked Estep 
Score: -1598440.750000 Penalty: 3067.723145
	Iteration 4F: 3 clusters Score -1598441 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 9472 members 
Entering Unmasked Estep 
Score: -1599060.750000 Penalty: 3067.723145
	Iteration 5F: 3 clusters Score -1599061 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 10171 members 
Entering Unmasked Estep 
Score: -1599643.500000 Penalty: 3067.723145
	Iteration 6F: 3 clusters Score -1599644 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 10728 members 
Entering Unmasked Estep 
Score: -1600087.625000 Penalty: 3067.723145
	Iteration 7Q: 3 clusters Score -1600088 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 11183 members 
Entering Unmasked Estep 
Score: -1600453.750000 Penalty: 3067.723145
	Iteration 8Q: 3 clusters Score -1600454 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 11511 members 
Entering Unmasked Estep 
Score: -1600717.125000 Penalty: 3067.723145
	Iteration 9Q: 3 clusters Score -1600717 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 11728 members 
Entering Unmasked Estep 
Score: -1600905.500000 Penalty: 3067.723145
	Iteration 10Q: 3 clusters Score -1600906 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 11876 members 
Entering Unmasked Estep 
Score: -1601035.875000 Penalty: 3067.723145
	Iteration 11Q: 3 clusters Score -1601036 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 11990 members 
Entering Unmasked Estep 
Score: -1601131.000000 Penalty: 3067.723145
	Iteration 12Q: 3 clusters Score -1601131 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 12069 members 
Entering Unmasked Estep 
Score: -1601201.250000 Penalty: 3067.723145
	Iteration 13Q: 3 clusters Score -1601201 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 12119 members 
Entering Unmasked Estep 
Score: -1601245.750000 Penalty: 3067.723145
	Iteration 14Q: 3 clusters Score -1601246 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 12151 members 
Entering Unmasked Estep 
Score: -1601278.375000 Penalty: 3067.723145
	Iteration 15Q: 3 clusters Score -1601278 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 12174 members 
Entering Unmasked Estep 
Score: -1601306.500000 Penalty: 3067.723145
	Iteration 16Q: 3 clusters Score -1601306 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 12186 members 
Entering Unmasked Estep 
Score: -1601317.875000 Penalty: 3067.723145
	Iteration 17Q: 3 clusters Score -1601318 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 12197 members 
Entering Unmasked Estep 
Score: -1601326.375000 Penalty: 3067.723145
	Iteration 18Q: 3 clusters Score -1601326 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 12203 members 
Entering Unmasked Estep 
Score: -1601337.125000 Penalty: 3067.723145
	Iteration 19Q: 3 clusters Score -1601337 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 12209 members 
Entering Unmasked Estep 
Score: -1601341.750000 Penalty: 3067.723145
	Iteration 20F: 3 clusters Score -1601342 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 12216 members 
Entering Unmasked Estep 
Score: -1601351.000000 Penalty: 3067.723145
	Iteration 21Q: 3 clusters Score -1601351 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 12223 members 
Entering Unmasked Estep 
Score: -1601356.625000 Penalty: 3067.723145
	Iteration 22Q: 3 clusters Score -1601357 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 12228 members 
Entering Unmasked Estep 
Score: -1601361.375000 Penalty: 3067.723145
	Iteration 23Q: 3 clusters Score -1601361 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 12235 members 
Entering Unmasked Estep 
Score: -1601370.625000 Penalty: 3067.723145
	Iteration 24Q: 3 clusters Score -1601371 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 12241 members 
Entering Unmasked Estep 
Score: -1601375.625000 Penalty: 3067.723145
	Iteration 25Q: 3 clusters Score -1601376 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 12245 members 
Entering Unmasked Estep 
Score: -1601378.750000 Penalty: 3067.723145
	Iteration 26Q: 3 clusters Score -1601379 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 12248 members 
Entering Unmasked Estep 
Score: -1601386.000000 Penalty: 3067.723145
	Iteration 27Q: 3 clusters Score -1601386 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 12253 members 
Entering Unmasked Estep 
Score: -1601388.250000 Penalty: 3067.723145
	Iteration 28Q: 3 clusters Score -1601388 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 12254 members 
Entering Unmasked Estep 
Score: -1601390.250000 Penalty: 3067.723145
	Iteration 29Q: 3 clusters Score -1601390 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 12253 members 
Entering Unmasked Estep 
Score: -1601389.625000 Penalty: 3067.723145
	Iteration 30Q: 3 clusters Score -1601390 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 12253 members 
Entering Unmasked Estep 
Score: -1601389.625000 Penalty: 3067.723145
	Iteration 31F: 3 clusters Score -1601390 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (13694 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13694 members 
Entering Unmasked Estep 
Score: -1737872.500000 Penalty: 1547.765991
	Iteration 0F: 2 clusters Score -1737872 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6806 members 
Mstep: Class 2 contains 6888 members 
Entering Unmasked Estep 
Score: -1728341.875000 Penalty: 3095.531982
	Iteration 0F: 3 clusters Score -1728342 nChanged 6065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6519 members 
Mstep: Class 2 contains 7175 members 
Entering Unmasked Estep 
Score: -1731485.750000 Penalty: 3095.531982
	Iteration 1F: 3 clusters Score -1731486 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6401 members 
Mstep: Class 2 contains 7293 members 
Entering Unmasked Estep 
Score: -1731745.875000 Penalty: 3095.531982
	Iteration 2F: 3 clusters Score -1731746 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6202 members 
Mstep: Class 2 contains 7492 members 
Entering Unmasked Estep 
Score: -1731972.250000 Penalty: 3095.531982
	Iteration 3Q: 3 clusters Score -1731972 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5978 members 
Mstep: Class 2 contains 7716 members 
Entering Unmasked Estep 
Score: -1732215.375000 Penalty: 3095.531982
	Iteration 4Q: 3 clusters Score -1732215 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 7999 members 
Entering Unmasked Estep 
Score: -1732474.500000 Penalty: 3095.531982
	Iteration 5Q: 3 clusters Score -1732474 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5312 members 
Mstep: Class 2 contains 8382 members 
Entering Unmasked Estep 
Score: -1732775.000000 Penalty: 3095.531982
	Iteration 6Q: 3 clusters Score -1732775 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 8823 members 
Entering Unmasked Estep 
Score: -1733129.250000 Penalty: 3095.531982
	Iteration 7Q: 3 clusters Score -1733129 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 9351 members 
Entering Unmasked Estep 
Score: -1733637.875000 Penalty: 3095.531982
	Iteration 8F: 3 clusters Score -1733638 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 9921 members 
Entering Unmasked Estep 
Score: -1734217.875000 Penalty: 3095.531982
	Iteration 9F: 3 clusters Score -1734218 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 10499 members 
Entering Unmasked Estep 
Score: -1734867.000000 Penalty: 3095.531982
	Iteration 10F: 3 clusters Score -1734867 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 10937 members 
Entering Unmasked Estep 
Score: -1735375.750000 Penalty: 3095.531982
	Iteration 11Q: 3 clusters Score -1735376 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 11264 members 
Entering Unmasked Estep 
Score: -1735773.875000 Penalty: 3095.531982
	Iteration 12Q: 3 clusters Score -1735774 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 11498 members 
Entering Unmasked Estep 
Score: -1736074.125000 Penalty: 3095.531982
	Iteration 13Q: 3 clusters Score -1736074 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 11677 members 
Entering Unmasked Estep 
Score: -1736243.125000 Penalty: 3095.531982
	Iteration 14Q: 3 clusters Score -1736243 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 11812 members 
Entering Unmasked Estep 
Score: -1736353.875000 Penalty: 3095.531982
	Iteration 15Q: 3 clusters Score -1736354 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 11917 members 
Entering Unmasked Estep 
Score: -1736432.625000 Penalty: 3095.531982
	Iteration 16Q: 3 clusters Score -1736433 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 12020 members 
Entering Unmasked Estep 
Score: -1736509.000000 Penalty: 3095.531982
	Iteration 17Q: 3 clusters Score -1736509 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 12094 members 
Entering Unmasked Estep 
Score: -1736556.250000 Penalty: 3095.531982
	Iteration 18Q: 3 clusters Score -1736556 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 12156 members 
Entering Unmasked Estep 
Score: -1736605.000000 Penalty: 3095.531982
	Iteration 19Q: 3 clusters Score -1736605 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 12208 members 
Entering Unmasked Estep 
Score: -1736642.375000 Penalty: 3095.531982
	Iteration 20F: 3 clusters Score -1736642 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 12262 members 
Entering Unmasked Estep 
Score: -1736682.625000 Penalty: 3095.531982
	Iteration 21Q: 3 clusters Score -1736683 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 12309 members 
Entering Unmasked Estep 
Score: -1736706.250000 Penalty: 3095.531982
	Iteration 22Q: 3 clusters Score -1736706 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 12327 members 
Entering Unmasked Estep 
Score: -1736720.875000 Penalty: 3095.531982
	Iteration 23Q: 3 clusters Score -1736721 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 12340 members 
Entering Unmasked Estep 
Score: -1736730.375000 Penalty: 3095.531982
	Iteration 24Q: 3 clusters Score -1736730 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 12343 members 
Entering Unmasked Estep 
Score: -1736736.125000 Penalty: 3095.531982
	Iteration 25Q: 3 clusters Score -1736736 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 12355 members 
Entering Unmasked Estep 
Score: -1736747.500000 Penalty: 3095.531982
	Iteration 26Q: 3 clusters Score -1736748 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 12373 members 
Entering Unmasked Estep 
Score: -1736759.875000 Penalty: 3095.531982
	Iteration 27Q: 3 clusters Score -1736760 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 12387 members 
Entering Unmasked Estep 
Score: -1736776.125000 Penalty: 3095.531982
	Iteration 28Q: 3 clusters Score -1736776 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 12407 members 
Entering Unmasked Estep 
Score: -1736794.000000 Penalty: 3095.531982
	Iteration 29Q: 3 clusters Score -1736794 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 12428 members 
Entering Unmasked Estep 
Score: -1736814.000000 Penalty: 3095.531982
	Iteration 30Q: 3 clusters Score -1736814 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 12446 members 
Entering Unmasked Estep 
Score: -1736827.625000 Penalty: 3095.531982
	Iteration 31Q: 3 clusters Score -1736828 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 12455 members 
Entering Unmasked Estep 
Score: -1736831.250000 Penalty: 3095.531982
	Iteration 32Q: 3 clusters Score -1736831 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 12462 members 
Entering Unmasked Estep 
Score: -1736840.500000 Penalty: 3095.531982
	Iteration 33Q: 3 clusters Score -1736840 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 12474 members 
Entering Unmasked Estep 
Score: -1736862.750000 Penalty: 3095.531982
	Iteration 34Q: 3 clusters Score -1736863 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 12493 members 
Entering Unmasked Estep 
Score: -1736898.125000 Penalty: 3095.531982
	Iteration 35Q: 3 clusters Score -1736898 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 12507 members 
Entering Unmasked Estep 
Score: -1736913.250000 Penalty: 3095.531982
	Iteration 36Q: 3 clusters Score -1736913 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 12519 members 
Entering Unmasked Estep 
Score: -1736942.125000 Penalty: 3095.531982
	Iteration 37Q: 3 clusters Score -1736942 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 12533 members 
Entering Unmasked Estep 
Score: -1736970.000000 Penalty: 3095.531982
	Iteration 38Q: 3 clusters Score -1736970 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 12548 members 
Entering Unmasked Estep 
Score: -1736988.625000 Penalty: 3095.531982
	Iteration 39Q: 3 clusters Score -1736989 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 12557 members 
Entering Unmasked Estep 
Score: -1736998.375000 Penalty: 3095.531982
	Iteration 40F: 3 clusters Score -1736998 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 12561 members 
Entering Unmasked Estep 
Score: -1737008.125000 Penalty: 3095.531982
	Iteration 41Q: 3 clusters Score -1737008 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 12565 members 
Entering Unmasked Estep 
Score: -1737012.625000 Penalty: 3095.531982
	Iteration 42Q: 3 clusters Score -1737013 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 12572 members 
Entering Unmasked Estep 
Score: -1737020.375000 Penalty: 3095.531982
	Iteration 43Q: 3 clusters Score -1737020 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 12574 members 
Entering Unmasked Estep 
Score: -1737021.875000 Penalty: 3095.531982
	Iteration 44Q: 3 clusters Score -1737022 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 12579 members 
Entering Unmasked Estep 
Score: -1737020.500000 Penalty: 3095.531982
	Iteration 45Q: 3 clusters Score -1737020 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 12583 members 
Entering Unmasked Estep 
Score: -1737022.500000 Penalty: 3095.531982
	Iteration 46Q: 3 clusters Score -1737022 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 12583 members 
Entering Unmasked Estep 
Score: -1737027.625000 Penalty: 3095.531982
	Iteration 47Q: 3 clusters Score -1737028 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 12582 members 
Entering Unmasked Estep 
Score: -1737029.125000 Penalty: 3095.531982
	Iteration 48Q: 3 clusters Score -1737029 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 12581 members 
Entering Unmasked Estep 
Score: -1737029.875000 Penalty: 3095.531982
	Iteration 49Q: 3 clusters Score -1737030 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 12581 members 
Entering Unmasked Estep 
Score: -1737029.875000 Penalty: 3095.531982
	Iteration 50F: 3 clusters Score -1737030 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (8162 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8162 members 
Entering Unmasked Estep 
Score: -1029825.437500 Penalty: 1463.677124
	Iteration 0F: 2 clusters Score -1029825 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -1023836.812500 Penalty: 2927.354248
	Iteration 0F: 3 clusters Score -1023837 nChanged 3503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -1025804.312500 Penalty: 2927.354248
	Iteration 1F: 3 clusters Score -1025804 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -1026260.687500 Penalty: 2927.354248
	Iteration 2F: 3 clusters Score -1026261 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -1026759.375000 Penalty: 2927.354248
	Iteration 3F: 3 clusters Score -1026759 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -1027206.187500 Penalty: 2927.354248
	Iteration 4F: 3 clusters Score -1027206 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 5342 members 
Entering Unmasked Estep 
Score: -1027544.687500 Penalty: 2927.354248
	Iteration 5F: 3 clusters Score -1027545 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 5540 members 
Entering Unmasked Estep 
Score: -1027789.500000 Penalty: 2927.354248
	Iteration 6F: 3 clusters Score -1027790 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 5665 members 
Entering Unmasked Estep 
Score: -1027938.062500 Penalty: 2927.354248
	Iteration 7Q: 3 clusters Score -1027938 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 5776 members 
Entering Unmasked Estep 
Score: -1028024.062500 Penalty: 2927.354248
	Iteration 8Q: 3 clusters Score -1028024 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 5882 members 
Entering Unmasked Estep 
Score: -1028084.812500 Penalty: 2927.354248
	Iteration 9Q: 3 clusters Score -1028085 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 5979 members 
Entering Unmasked Estep 
Score: -1028134.937500 Penalty: 2927.354248
	Iteration 10Q: 3 clusters Score -1028135 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 6083 members 
Entering Unmasked Estep 
Score: -1028183.937500 Penalty: 2927.354248
	Iteration 11Q: 3 clusters Score -1028184 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 6180 members 
Entering Unmasked Estep 
Score: -1028230.875000 Penalty: 2927.354248
	Iteration 12Q: 3 clusters Score -1028231 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 6275 members 
Entering Unmasked Estep 
Score: -1028267.250000 Penalty: 2927.354248
	Iteration 13Q: 3 clusters Score -1028267 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 6352 members 
Entering Unmasked Estep 
Score: -1028298.875000 Penalty: 2927.354248
	Iteration 14Q: 3 clusters Score -1028299 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 6425 members 
Entering Unmasked Estep 
Score: -1028324.187500 Penalty: 2927.354248
	Iteration 15Q: 3 clusters Score -1028324 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 6492 members 
Entering Unmasked Estep 
Score: -1028350.625000 Penalty: 2927.354248
	Iteration 16Q: 3 clusters Score -1028351 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 6565 members 
Entering Unmasked Estep 
Score: -1028378.812500 Penalty: 2927.354248
	Iteration 17Q: 3 clusters Score -1028379 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 6629 members 
Entering Unmasked Estep 
Score: -1028401.125000 Penalty: 2927.354248
	Iteration 18Q: 3 clusters Score -1028401 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 6696 members 
Entering Unmasked Estep 
Score: -1028428.875000 Penalty: 2927.354248
	Iteration 19Q: 3 clusters Score -1028429 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 6754 members 
Entering Unmasked Estep 
Score: -1028450.437500 Penalty: 2927.354248
	Iteration 20F: 3 clusters Score -1028450 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 6809 members 
Entering Unmasked Estep 
Score: -1028482.812500 Penalty: 2927.354248
	Iteration 21Q: 3 clusters Score -1028483 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 6877 members 
Entering Unmasked Estep 
Score: -1028513.500000 Penalty: 2927.354248
	Iteration 22Q: 3 clusters Score -1028514 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 6932 members 
Entering Unmasked Estep 
Score: -1028537.312500 Penalty: 2927.354248
	Iteration 23Q: 3 clusters Score -1028537 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 6982 members 
Entering Unmasked Estep 
Score: -1028562.750000 Penalty: 2927.354248
	Iteration 24Q: 3 clusters Score -1028563 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 7029 members 
Entering Unmasked Estep 
Score: -1028589.312500 Penalty: 2927.354248
	Iteration 25Q: 3 clusters Score -1028589 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 7067 members 
Entering Unmasked Estep 
Score: -1028615.687500 Penalty: 2927.354248
	Iteration 26Q: 3 clusters Score -1028616 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 7105 members 
Entering Unmasked Estep 
Score: -1028634.625000 Penalty: 2927.354248
	Iteration 27Q: 3 clusters Score -1028635 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 7135 members 
Entering Unmasked Estep 
Score: -1028649.937500 Penalty: 2927.354248
	Iteration 28Q: 3 clusters Score -1028650 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 7162 members 
Entering Unmasked Estep 
Score: -1028665.500000 Penalty: 2927.354248
	Iteration 29Q: 3 clusters Score -1028666 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 7191 members 
Entering Unmasked Estep 
Score: -1028683.125000 Penalty: 2927.354248
	Iteration 30Q: 3 clusters Score -1028683 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 7218 members 
Entering Unmasked Estep 
Score: -1028696.562500 Penalty: 2927.354248
	Iteration 31Q: 3 clusters Score -1028697 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 7230 members 
Entering Unmasked Estep 
Score: -1028704.062500 Penalty: 2927.354248
	Iteration 32Q: 3 clusters Score -1028704 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 7244 members 
Entering Unmasked Estep 
Score: -1028710.187500 Penalty: 2927.354248
	Iteration 33Q: 3 clusters Score -1028710 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 7255 members 
Entering Unmasked Estep 
Score: -1028714.875000 Penalty: 2927.354248
	Iteration 34Q: 3 clusters Score -1028715 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 7262 members 
Entering Unmasked Estep 
Score: -1028716.500000 Penalty: 2927.354248
	Iteration 35Q: 3 clusters Score -1028716 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 7266 members 
Entering Unmasked Estep 
Score: -1028719.000000 Penalty: 2927.354248
	Iteration 36Q: 3 clusters Score -1028719 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 7270 members 
Entering Unmasked Estep 
Score: -1028722.187500 Penalty: 2927.354248
	Iteration 37Q: 3 clusters Score -1028722 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 7273 members 
Entering Unmasked Estep 
Score: -1028722.312500 Penalty: 2927.354248
	Iteration 38Q: 3 clusters Score -1028722 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 7279 members 
Entering Unmasked Estep 
Score: -1028723.937500 Penalty: 2927.354248
	Iteration 39Q: 3 clusters Score -1028724 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 7284 members 
Entering Unmasked Estep 
Score: -1028726.687500 Penalty: 2927.354248
	Iteration 40F: 3 clusters Score -1028727 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 7287 members 
Entering Unmasked Estep 
Score: -1028726.687500 Penalty: 2927.354248
	Iteration 41Q: 3 clusters Score -1028727 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 7291 members 
Entering Unmasked Estep 
Score: -1028726.250000 Penalty: 2927.354248
	Iteration 42Q: 3 clusters Score -1028726 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 7294 members 
Entering Unmasked Estep 
Score: -1028727.250000 Penalty: 2927.354248
	Iteration 43Q: 3 clusters Score -1028727 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 7295 members 
Entering Unmasked Estep 
Score: -1028727.687500 Penalty: 2927.354248
	Iteration 44Q: 3 clusters Score -1028728 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 7295 members 
Entering Unmasked Estep 
Score: -1028727.687500 Penalty: 2927.354248
	Iteration 45F: 3 clusters Score -1028728 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (13804 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13804 members 
Entering Unmasked Estep 
Score: -1743344.625000 Penalty: 1549.066040
	Iteration 0F: 2 clusters Score -1743345 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6841 members 
Mstep: Class 2 contains 6963 members 
Entering Unmasked Estep 
Score: -1733607.375000 Penalty: 3098.132080
	Iteration 0F: 3 clusters Score -1733607 nChanged 6202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6533 members 
Mstep: Class 2 contains 7271 members 
Entering Unmasked Estep 
Score: -1737109.875000 Penalty: 3098.132080
	Iteration 1F: 3 clusters Score -1737110 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6346 members 
Mstep: Class 2 contains 7458 members 
Entering Unmasked Estep 
Score: -1737677.500000 Penalty: 3098.132080
	Iteration 2F: 3 clusters Score -1737678 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6105 members 
Mstep: Class 2 contains 7699 members 
Entering Unmasked Estep 
Score: -1738360.500000 Penalty: 3098.132080
	Iteration 3F: 3 clusters Score -1738360 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5805 members 
Mstep: Class 2 contains 7999 members 
Entering Unmasked Estep 
Score: -1739074.500000 Penalty: 3098.132080
	Iteration 4F: 3 clusters Score -1739074 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5397 members 
Mstep: Class 2 contains 8407 members 
Entering Unmasked Estep 
Score: -1739852.000000 Penalty: 3098.132080
	Iteration 5F: 3 clusters Score -1739852 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 8852 members 
Entering Unmasked Estep 
Score: -1740693.625000 Penalty: 3098.132080
	Iteration 6F: 3 clusters Score -1740694 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 9299 members 
Entering Unmasked Estep 
Score: -1741439.125000 Penalty: 3098.132080
	Iteration 7F: 3 clusters Score -1741439 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 9661 members 
Entering Unmasked Estep 
Score: -1741998.625000 Penalty: 3098.132080
	Iteration 8F: 3 clusters Score -1741999 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 9908 members 
Entering Unmasked Estep 
Score: -1742303.250000 Penalty: 3098.132080
	Iteration 9Q: 3 clusters Score -1742303 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 10061 members 
Entering Unmasked Estep 
Score: -1742440.125000 Penalty: 3098.132080
	Iteration 10Q: 3 clusters Score -1742440 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 10190 members 
Entering Unmasked Estep 
Score: -1742512.250000 Penalty: 3098.132080
	Iteration 11Q: 3 clusters Score -1742512 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 10298 members 
Entering Unmasked Estep 
Score: -1742548.000000 Penalty: 3098.132080
	Iteration 12Q: 3 clusters Score -1742548 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 10368 members 
Entering Unmasked Estep 
Score: -1742565.125000 Penalty: 3098.132080
	Iteration 13Q: 3 clusters Score -1742565 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 10422 members 
Entering Unmasked Estep 
Score: -1742572.250000 Penalty: 3098.132080
	Iteration 14Q: 3 clusters Score -1742572 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 10466 members 
Entering Unmasked Estep 
Score: -1742588.250000 Penalty: 3098.132080
	Iteration 15Q: 3 clusters Score -1742588 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 10504 members 
Entering Unmasked Estep 
Score: -1742597.375000 Penalty: 3098.132080
	Iteration 16Q: 3 clusters Score -1742597 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 10536 members 
Entering Unmasked Estep 
Score: -1742603.000000 Penalty: 3098.132080
	Iteration 17Q: 3 clusters Score -1742603 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 10570 members 
Entering Unmasked Estep 
Score: -1742612.000000 Penalty: 3098.132080
	Iteration 18Q: 3 clusters Score -1742612 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 10618 members 
Entering Unmasked Estep 
Score: -1742624.000000 Penalty: 3098.132080
	Iteration 19Q: 3 clusters Score -1742624 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 10676 members 
Entering Unmasked Estep 
Score: -1742637.375000 Penalty: 3098.132080
	Iteration 20F: 3 clusters Score -1742637 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 10735 members 
Entering Unmasked Estep 
Score: -1742651.875000 Penalty: 3098.132080
	Iteration 21Q: 3 clusters Score -1742652 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 10807 members 
Entering Unmasked Estep 
Score: -1742682.375000 Penalty: 3098.132080
	Iteration 22Q: 3 clusters Score -1742682 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 10885 members 
Entering Unmasked Estep 
Score: -1742720.375000 Penalty: 3098.132080
	Iteration 23Q: 3 clusters Score -1742720 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 10981 members 
Entering Unmasked Estep 
Score: -1742761.375000 Penalty: 3098.132080
	Iteration 24Q: 3 clusters Score -1742761 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 11072 members 
Entering Unmasked Estep 
Score: -1742806.875000 Penalty: 3098.132080
	Iteration 25Q: 3 clusters Score -1742807 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 11169 members 
Entering Unmasked Estep 
Score: -1742852.250000 Penalty: 3098.132080
	Iteration 26Q: 3 clusters Score -1742852 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 11265 members 
Entering Unmasked Estep 
Score: -1742903.000000 Penalty: 3098.132080
	Iteration 27Q: 3 clusters Score -1742903 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 11358 members 
Entering Unmasked Estep 
Score: -1742943.875000 Penalty: 3098.132080
	Iteration 28Q: 3 clusters Score -1742944 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 11432 members 
Entering Unmasked Estep 
Score: -1742985.875000 Penalty: 3098.132080
	Iteration 29Q: 3 clusters Score -1742986 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 11497 members 
Entering Unmasked Estep 
Score: -1743011.750000 Penalty: 3098.132080
	Iteration 30Q: 3 clusters Score -1743012 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 11541 members 
Entering Unmasked Estep 
Score: -1743027.625000 Penalty: 3098.132080
	Iteration 31Q: 3 clusters Score -1743028 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 11582 members 
Entering Unmasked Estep 
Score: -1743038.125000 Penalty: 3098.132080
	Iteration 32Q: 3 clusters Score -1743038 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 11620 members 
Entering Unmasked Estep 
Score: -1743045.875000 Penalty: 3098.132080
	Iteration 33Q: 3 clusters Score -1743046 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 11652 members 
Entering Unmasked Estep 
Score: -1743050.000000 Penalty: 3098.132080
	Iteration 34Q: 3 clusters Score -1743050 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 11679 members 
Entering Unmasked Estep 
Score: -1743061.125000 Penalty: 3098.132080
	Iteration 35Q: 3 clusters Score -1743061 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 11707 members 
Entering Unmasked Estep 
Score: -1743063.750000 Penalty: 3098.132080
	Iteration 36Q: 3 clusters Score -1743064 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 11733 members 
Entering Unmasked Estep 
Score: -1743068.000000 Penalty: 3098.132080
	Iteration 37Q: 3 clusters Score -1743068 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 11755 members 
Entering Unmasked Estep 
Score: -1743066.125000 Penalty: 3098.132080
	Iteration 38Q: 3 clusters Score -1743066 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 11767 members 
Entering Unmasked Estep 
Score: -1743070.500000 Penalty: 3098.132080
	Iteration 39Q: 3 clusters Score -1743070 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 11775 members 
Entering Unmasked Estep 
Score: -1743071.000000 Penalty: 3098.132080
	Iteration 40F: 3 clusters Score -1743071 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 11782 members 
Entering Unmasked Estep 
Score: -1743076.000000 Penalty: 3098.132080
	Iteration 41Q: 3 clusters Score -1743076 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 11786 members 
Entering Unmasked Estep 
Score: -1743072.125000 Penalty: 3098.132080
	Iteration 42Q: 3 clusters Score -1743072 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 11788 members 
Entering Unmasked Estep 
Score: -1743075.625000 Penalty: 3098.132080
	Iteration 43Q: 3 clusters Score -1743076 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 11791 members 
Entering Unmasked Estep 
Score: -1743072.750000 Penalty: 3098.132080
	Iteration 44Q: 3 clusters Score -1743073 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 11791 members 
Entering Unmasked Estep 
Score: -1743072.750000 Penalty: 3098.132080
	Iteration 45F: 3 clusters Score -1743073 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (2404 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Entering Unmasked Estep 
Score: -290913.593750 Penalty: 1265.044556
	Iteration 0F: 2 clusters Score -290913.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -288572.281250 Penalty: 2530.089111
	Iteration 0F: 3 clusters Score -288572.3 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -289191.531250 Penalty: 2530.089111
	Iteration 1F: 3 clusters Score -289191.5 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -289432.093750 Penalty: 2530.089111
	Iteration 2F: 3 clusters Score -289432.1 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -289618.156250 Penalty: 2530.089111
	Iteration 3F: 3 clusters Score -289618.2 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -289775.312500 Penalty: 2530.089111
	Iteration 4F: 3 clusters Score -289775.3 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -289888.375000 Penalty: 2530.089111
	Iteration 5Q: 3 clusters Score -289888.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -289952.843750 Penalty: 2530.089111
	Iteration 6Q: 3 clusters Score -289952.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -290006.656250 Penalty: 2530.089111
	Iteration 7Q: 3 clusters Score -290006.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -290061.125000 Penalty: 2530.089111
	Iteration 8Q: 3 clusters Score -290061.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -290090.437500 Penalty: 2530.089111
	Iteration 9Q: 3 clusters Score -290090.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -290109.531250 Penalty: 2530.089111
	Iteration 10Q: 3 clusters Score -290109.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -290118.031250 Penalty: 2530.089111
	Iteration 11Q: 3 clusters Score -290118 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -290125.406250 Penalty: 2530.089111
	Iteration 12Q: 3 clusters Score -290125.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -290131.437500 Penalty: 2530.089111
	Iteration 13Q: 3 clusters Score -290131.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -290145.468750 Penalty: 2530.089111
	Iteration 14Q: 3 clusters Score -290145.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -290157.000000 Penalty: 2530.089111
	Iteration 15Q: 3 clusters Score -290157 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -290167.093750 Penalty: 2530.089111
	Iteration 16Q: 3 clusters Score -290167.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -290169.968750 Penalty: 2530.089111
	Iteration 17Q: 3 clusters Score -290170 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -290171.312500 Penalty: 2530.089111
	Iteration 18Q: 3 clusters Score -290171.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -290172.687500 Penalty: 2530.089111
	Iteration 19Q: 3 clusters Score -290172.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -290173.406250 Penalty: 2530.089111
	Iteration 20F: 3 clusters Score -290173.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -290174.625000 Penalty: 2530.089111
	Iteration 21Q: 3 clusters Score -290174.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -290174.625000 Penalty: 2530.089111
	Iteration 22F: 3 clusters Score -290174.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (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: -1494000.250000 Penalty: 1522.207275
	Iteration 0F: 2 clusters Score -1494000 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5806 members 
Mstep: Class 2 contains 5895 members 
Entering Unmasked Estep 
Score: -1485769.250000 Penalty: 3044.414551
	Iteration 0F: 3 clusters Score -1485769 nChanged 5128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5634 members 
Mstep: Class 2 contains 6067 members 
Entering Unmasked Estep 
Score: -1488511.750000 Penalty: 3044.414551
	Iteration 1F: 3 clusters Score -1488512 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5470 members 
Mstep: Class 2 contains 6231 members 
Entering Unmasked Estep 
Score: -1488849.375000 Penalty: 3044.414551
	Iteration 2F: 3 clusters Score -1488849 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5301 members 
Mstep: Class 2 contains 6400 members 
Entering Unmasked Estep 
Score: -1489137.625000 Penalty: 3044.414551
	Iteration 3F: 3 clusters Score -1489138 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 6627 members 
Entering Unmasked Estep 
Score: -1489383.125000 Penalty: 3044.414551
	Iteration 4Q: 3 clusters Score -1489383 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 6882 members 
Entering Unmasked Estep 
Score: -1489620.000000 Penalty: 3044.414551
	Iteration 5Q: 3 clusters Score -1489620 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 7162 members 
Entering Unmasked Estep 
Score: -1489835.875000 Penalty: 3044.414551
	Iteration 6Q: 3 clusters Score -1489836 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 7479 members 
Entering Unmasked Estep 
Score: -1490070.750000 Penalty: 3044.414551
	Iteration 7Q: 3 clusters Score -1490071 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 7842 members 
Entering Unmasked Estep 
Score: -1490355.250000 Penalty: 3044.414551
	Iteration 8Q: 3 clusters Score -1490355 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 8220 members 
Entering Unmasked Estep 
Score: -1490687.625000 Penalty: 3044.414551
	Iteration 9Q: 3 clusters Score -1490688 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 8598 members 
Entering Unmasked Estep 
Score: -1491028.750000 Penalty: 3044.414551
	Iteration 10Q: 3 clusters Score -1491029 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 8963 members 
Entering Unmasked Estep 
Score: -1491356.125000 Penalty: 3044.414551
	Iteration 11Q: 3 clusters Score -1491356 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 9305 members 
Entering Unmasked Estep 
Score: -1491691.125000 Penalty: 3044.414551
	Iteration 12Q: 3 clusters Score -1491691 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 9580 members 
Entering Unmasked Estep 
Score: -1491919.250000 Penalty: 3044.414551
	Iteration 13Q: 3 clusters Score -1491919 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 9811 members 
Entering Unmasked Estep 
Score: -1492097.625000 Penalty: 3044.414551
	Iteration 14Q: 3 clusters Score -1492098 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 9989 members 
Entering Unmasked Estep 
Score: -1492227.625000 Penalty: 3044.414551
	Iteration 15Q: 3 clusters Score -1492228 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 10149 members 
Entering Unmasked Estep 
Score: -1492316.125000 Penalty: 3044.414551
	Iteration 16Q: 3 clusters Score -1492316 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 10283 members 
Entering Unmasked Estep 
Score: -1492389.000000 Penalty: 3044.414551
	Iteration 17Q: 3 clusters Score -1492389 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 10396 members 
Entering Unmasked Estep 
Score: -1492461.250000 Penalty: 3044.414551
	Iteration 18Q: 3 clusters Score -1492461 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 10487 members 
Entering Unmasked Estep 
Score: -1492506.250000 Penalty: 3044.414551
	Iteration 19Q: 3 clusters Score -1492506 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 10569 members 
Entering Unmasked Estep 
Score: -1492552.875000 Penalty: 3044.414551
	Iteration 20F: 3 clusters Score -1492553 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 10645 members 
Entering Unmasked Estep 
Score: -1492593.875000 Penalty: 3044.414551
	Iteration 21Q: 3 clusters Score -1492594 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 10708 members 
Entering Unmasked Estep 
Score: -1492628.500000 Penalty: 3044.414551
	Iteration 22Q: 3 clusters Score -1492628 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 10765 members 
Entering Unmasked Estep 
Score: -1492654.625000 Penalty: 3044.414551
	Iteration 23Q: 3 clusters Score -1492655 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 10808 members 
Entering Unmasked Estep 
Score: -1492670.875000 Penalty: 3044.414551
	Iteration 24Q: 3 clusters Score -1492671 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 10829 members 
Entering Unmasked Estep 
Score: -1492682.125000 Penalty: 3044.414551
	Iteration 25Q: 3 clusters Score -1492682 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 10853 members 
Entering Unmasked Estep 
Score: -1492689.125000 Penalty: 3044.414551
	Iteration 26Q: 3 clusters Score -1492689 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 10876 members 
Entering Unmasked Estep 
Score: -1492697.625000 Penalty: 3044.414551
	Iteration 27Q: 3 clusters Score -1492698 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 10899 members 
Entering Unmasked Estep 
Score: -1492707.625000 Penalty: 3044.414551
	Iteration 28Q: 3 clusters Score -1492708 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 10918 members 
Entering Unmasked Estep 
Score: -1492712.875000 Penalty: 3044.414551
	Iteration 29Q: 3 clusters Score -1492713 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 10934 members 
Entering Unmasked Estep 
Score: -1492719.625000 Penalty: 3044.414551
	Iteration 30Q: 3 clusters Score -1492720 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 10953 members 
Entering Unmasked Estep 
Score: -1492725.375000 Penalty: 3044.414551
	Iteration 31Q: 3 clusters Score -1492725 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 10969 members 
Entering Unmasked Estep 
Score: -1492732.875000 Penalty: 3044.414551
	Iteration 32Q: 3 clusters Score -1492733 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 10985 members 
Entering Unmasked Estep 
Score: -1492743.250000 Penalty: 3044.414551
	Iteration 33Q: 3 clusters Score -1492743 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 10998 members 
Entering Unmasked Estep 
Score: -1492748.375000 Penalty: 3044.414551
	Iteration 34Q: 3 clusters Score -1492748 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 11008 members 
Entering Unmasked Estep 
Score: -1492753.125000 Penalty: 3044.414551
	Iteration 35Q: 3 clusters Score -1492753 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 11022 members 
Entering Unmasked Estep 
Score: -1492760.625000 Penalty: 3044.414551
	Iteration 36Q: 3 clusters Score -1492761 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 11033 members 
Entering Unmasked Estep 
Score: -1492765.625000 Penalty: 3044.414551
	Iteration 37Q: 3 clusters Score -1492766 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 11041 members 
Entering Unmasked Estep 
Score: -1492768.125000 Penalty: 3044.414551
	Iteration 38Q: 3 clusters Score -1492768 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 11053 members 
Entering Unmasked Estep 
Score: -1492774.125000 Penalty: 3044.414551
	Iteration 39Q: 3 clusters Score -1492774 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 11062 members 
Entering Unmasked Estep 
Score: -1492778.875000 Penalty: 3044.414551
	Iteration 40F: 3 clusters Score -1492779 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 11075 members 
Entering Unmasked Estep 
Score: -1492786.875000 Penalty: 3044.414551
	Iteration 41Q: 3 clusters Score -1492787 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 11087 members 
Entering Unmasked Estep 
Score: -1492795.875000 Penalty: 3044.414551
	Iteration 42Q: 3 clusters Score -1492796 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 11092 members 
Entering Unmasked Estep 
Score: -1492802.000000 Penalty: 3044.414551
	Iteration 43Q: 3 clusters Score -1492802 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 11096 members 
Entering Unmasked Estep 
Score: -1492802.250000 Penalty: 3044.414551
	Iteration 44Q: 3 clusters Score -1492802 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 11103 members 
Entering Unmasked Estep 
Score: -1492805.375000 Penalty: 3044.414551
	Iteration 45Q: 3 clusters Score -1492805 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 11111 members 
Entering Unmasked Estep 
Score: -1492809.000000 Penalty: 3044.414551
	Iteration 46Q: 3 clusters Score -1492809 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 11119 members 
Entering Unmasked Estep 
Score: -1492813.000000 Penalty: 3044.414551
	Iteration 47Q: 3 clusters Score -1492813 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 11124 members 
Entering Unmasked Estep 
Score: -1492815.250000 Penalty: 3044.414551
	Iteration 48Q: 3 clusters Score -1492815 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 11129 members 
Entering Unmasked Estep 
Score: -1492817.625000 Penalty: 3044.414551
	Iteration 49Q: 3 clusters Score -1492818 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 11134 members 
Entering Unmasked Estep 
Score: -1492819.625000 Penalty: 3044.414551
	Iteration 50Q: 3 clusters Score -1492820 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 11137 members 
Entering Unmasked Estep 
Score: -1492821.500000 Penalty: 3044.414551
	Iteration 51Q: 3 clusters Score -1492822 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 11139 members 
Entering Unmasked Estep 
Score: -1492822.750000 Penalty: 3044.414551
	Iteration 52Q: 3 clusters Score -1492823 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 11140 members 
Entering Unmasked Estep 
Score: -1492823.875000 Penalty: 3044.414551
	Iteration 53Q: 3 clusters Score -1492824 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 11141 members 
Entering Unmasked Estep 
Score: -1492824.375000 Penalty: 3044.414551
	Iteration 54Q: 3 clusters Score -1492824 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 11142 members 
Entering Unmasked Estep 
Score: -1492827.000000 Penalty: 3044.414551
	Iteration 55Q: 3 clusters Score -1492827 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 11145 members 
Entering Unmasked Estep 
Score: -1492824.625000 Penalty: 3044.414551
	Iteration 56Q: 3 clusters Score -1492825 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 11146 members 
Entering Unmasked Estep 
Score: -1492825.375000 Penalty: 3044.414551
	Iteration 57Q: 3 clusters Score -1492825 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 11148 members 
Entering Unmasked Estep 
Score: -1492825.875000 Penalty: 3044.414551
	Iteration 58Q: 3 clusters Score -1492826 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 11149 members 
Entering Unmasked Estep 
Score: -1492827.375000 Penalty: 3044.414551
	Iteration 59Q: 3 clusters Score -1492827 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 11151 members 
Entering Unmasked Estep 
Score: -1492825.125000 Penalty: 3044.414551
	Iteration 60F: 3 clusters Score -1492825 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 11152 members 
Entering Unmasked Estep 
Score: -1492826.500000 Penalty: 3044.414551
	Iteration 61Q: 3 clusters Score -1492826 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 11152 members 
Entering Unmasked Estep 
Score: -1492826.500000 Penalty: 3044.414551
	Iteration 62F: 3 clusters Score -1492826 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (3939 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Entering Unmasked Estep 
Score: -412364.750000 Penalty: 1345.285767
	Iteration 0F: 2 clusters Score -412364.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -409143.500000 Penalty: 2690.571533
	Iteration 0F: 3 clusters Score -409143.5 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -410254.781250 Penalty: 2690.571533
	Iteration 1F: 3 clusters Score -410254.8 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -410652.218750 Penalty: 2690.571533
	Iteration 2F: 3 clusters Score -410652.2 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -410971.250000 Penalty: 2690.571533
	Iteration 3F: 3 clusters Score -410971.2 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -411262.125000 Penalty: 2690.571533
	Iteration 4F: 3 clusters Score -411262.1 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -411534.500000 Penalty: 2690.571533
	Iteration 5F: 3 clusters Score -411534.5 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -411712.625000 Penalty: 2690.571533
	Iteration 6Q: 3 clusters Score -411712.6 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -411830.437500 Penalty: 2690.571533
	Iteration 7Q: 3 clusters Score -411830.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -411911.656250 Penalty: 2690.571533
	Iteration 8Q: 3 clusters Score -411911.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -411965.281250 Penalty: 2690.571533
	Iteration 9Q: 3 clusters Score -411965.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -412009.562500 Penalty: 2690.571533
	Iteration 10Q: 3 clusters Score -412009.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -412043.093750 Penalty: 2690.571533
	Iteration 11Q: 3 clusters Score -412043.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -412065.968750 Penalty: 2690.571533
	Iteration 12Q: 3 clusters Score -412066 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -412085.625000 Penalty: 2690.571533
	Iteration 13Q: 3 clusters Score -412085.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -412099.062500 Penalty: 2690.571533
	Iteration 14Q: 3 clusters Score -412099.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -412106.562500 Penalty: 2690.571533
	Iteration 15Q: 3 clusters Score -412106.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -412110.437500 Penalty: 2690.571533
	Iteration 16Q: 3 clusters Score -412110.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -412112.625000 Penalty: 2690.571533
	Iteration 17Q: 3 clusters Score -412112.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -412113.343750 Penalty: 2690.571533
	Iteration 18Q: 3 clusters Score -412113.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -412114.343750 Penalty: 2690.571533
	Iteration 19Q: 3 clusters Score -412114.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -412115.562500 Penalty: 2690.571533
	Iteration 20F: 3 clusters Score -412115.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -412117.500000 Penalty: 2690.571533
	Iteration 21Q: 3 clusters Score -412117.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -412119.968750 Penalty: 2690.571533
	Iteration 22Q: 3 clusters Score -412120 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -412121.125000 Penalty: 2690.571533
	Iteration 23Q: 3 clusters Score -412121.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -412124.375000 Penalty: 2690.571533
	Iteration 24Q: 3 clusters Score -412124.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -412126.718750 Penalty: 2690.571533
	Iteration 25Q: 3 clusters Score -412126.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -412129.593750 Penalty: 2690.571533
	Iteration 26Q: 3 clusters Score -412129.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -412132.750000 Penalty: 2690.571533
	Iteration 27Q: 3 clusters Score -412132.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -412135.937500 Penalty: 2690.571533
	Iteration 28Q: 3 clusters Score -412135.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -412138.437500 Penalty: 2690.571533
	Iteration 29Q: 3 clusters Score -412138.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -412140.187500 Penalty: 2690.571533
	Iteration 30Q: 3 clusters Score -412140.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -412141.406250 Penalty: 2690.571533
	Iteration 31Q: 3 clusters Score -412141.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -412142.281250 Penalty: 2690.571533
	Iteration 32Q: 3 clusters Score -412142.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -412142.562500 Penalty: 2690.571533
	Iteration 33Q: 3 clusters Score -412142.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -412141.593750 Penalty: 2690.571533
	Iteration 34Q: 3 clusters Score -412141.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -412142.531250 Penalty: 2690.571533
	Iteration 35Q: 3 clusters Score -412142.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -412142.875000 Penalty: 2690.571533
	Iteration 36Q: 3 clusters Score -412142.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -412142.875000 Penalty: 2690.571533
	Iteration 37F: 3 clusters Score -412142.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (10098 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10098 members 
Entering Unmasked Estep 
Score: -1180862.750000 Penalty: 1498.265137
	Iteration 0F: 2 clusters Score -1180863 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -1173509.625000 Penalty: 2996.530273
	Iteration 0F: 3 clusters Score -1173510 nChanged 4476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -1176166.625000 Penalty: 2996.530273
	Iteration 1F: 3 clusters Score -1176167 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 5049 members 
Entering Unmasked Estep 
Score: -1176715.375000 Penalty: 2996.530273
	Iteration 2F: 3 clusters Score -1176715 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
Score: -1177255.625000 Penalty: 2996.530273
	Iteration 3F: 3 clusters Score -1177256 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -1177693.000000 Penalty: 2996.530273
	Iteration 4F: 3 clusters Score -1177693 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 5126 members 
Entering Unmasked Estep 
Score: -1177997.625000 Penalty: 2996.530273
	Iteration 5F: 3 clusters Score -1177998 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 5155 members 
Entering Unmasked Estep 
Score: -1178185.875000 Penalty: 2996.530273
	Iteration 6Q: 3 clusters Score -1178186 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 5173 members 
Entering Unmasked Estep 
Score: -1178308.250000 Penalty: 2996.530273
	Iteration 7Q: 3 clusters Score -1178308 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 5163 members 
Entering Unmasked Estep 
Score: -1178399.125000 Penalty: 2996.530273
	Iteration 8Q: 3 clusters Score -1178399 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 5159 members 
Entering Unmasked Estep 
Score: -1178453.250000 Penalty: 2996.530273
	Iteration 9Q: 3 clusters Score -1178453 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 5162 members 
Entering Unmasked Estep 
Score: -1178483.000000 Penalty: 2996.530273
	Iteration 10Q: 3 clusters Score -1178483 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 5163 members 
Entering Unmasked Estep 
Score: -1178499.500000 Penalty: 2996.530273
	Iteration 11Q: 3 clusters Score -1178500 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 5162 members 
Entering Unmasked Estep 
Score: -1178510.875000 Penalty: 2996.530273
	Iteration 12Q: 3 clusters Score -1178511 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -1178517.250000 Penalty: 2996.530273
	Iteration 13Q: 3 clusters Score -1178517 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 5158 members 
Entering Unmasked Estep 
Score: -1178530.750000 Penalty: 2996.530273
	Iteration 14Q: 3 clusters Score -1178531 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 5161 members 
Entering Unmasked Estep 
Score: -1178540.500000 Penalty: 2996.530273
	Iteration 15Q: 3 clusters Score -1178540 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 5157 members 
Entering Unmasked Estep 
Score: -1178546.125000 Penalty: 2996.530273
	Iteration 16Q: 3 clusters Score -1178546 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
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Mstep: Class 1 contains 6317 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -1179065.500000 Penalty: 2996.530273
	Iteration 111Q: 3 clusters Score -1179066 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6347 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -1179072.250000 Penalty: 2996.530273
	Iteration 112Q: 3 clusters Score -1179072 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6376 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -1179076.125000 Penalty: 2996.530273
	Iteration 113Q: 3 clusters Score -1179076 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6400 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -1179080.500000 Penalty: 2996.530273
	Iteration 114Q: 3 clusters Score -1179080 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6420 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -1179081.625000 Penalty: 2996.530273
	Iteration 115Q: 3 clusters Score -1179082 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6448 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -1179091.250000 Penalty: 2996.530273
	Iteration 116Q: 3 clusters Score -1179091 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6488 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -1179097.875000 Penalty: 2996.530273
	Iteration 117Q: 3 clusters Score -1179098 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6525 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -1179108.000000 Penalty: 2996.530273
	Iteration 118Q: 3 clusters Score -1179108 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6574 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -1179121.750000 Penalty: 2996.530273
	Iteration 119Q: 3 clusters Score -1179122 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6620 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -1179131.125000 Penalty: 2996.530273
	Iteration 120F: 3 clusters Score -1179131 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6667 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -1179140.875000 Penalty: 2996.530273
	Iteration 121Q: 3 clusters Score -1179141 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6730 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -1179157.250000 Penalty: 2996.530273
	Iteration 122Q: 3 clusters Score -1179157 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6812 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -1179180.000000 Penalty: 2996.530273
	Iteration 123Q: 3 clusters Score -1179180 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6889 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -1179200.125000 Penalty: 2996.530273
	Iteration 124Q: 3 clusters Score -1179200 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6977 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -1179232.125000 Penalty: 2996.530273
	Iteration 125Q: 3 clusters Score -1179232 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7074 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -1179260.375000 Penalty: 2996.530273
	Iteration 126Q: 3 clusters Score -1179260 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7174 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -1179293.125000 Penalty: 2996.530273
	Iteration 127Q: 3 clusters Score -1179293 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7297 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -1179334.750000 Penalty: 2996.530273
	Iteration 128Q: 3 clusters Score -1179335 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7408 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -1179374.625000 Penalty: 2996.530273
	Iteration 129Q: 3 clusters Score -1179375 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7531 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -1179425.250000 Penalty: 2996.530273
	Iteration 130Q: 3 clusters Score -1179425 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7664 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -1179489.250000 Penalty: 2996.530273
	Iteration 131Q: 3 clusters Score -1179489 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7803 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -1179560.500000 Penalty: 2996.530273
	Iteration 132Q: 3 clusters Score -1179560 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7950 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -1179636.000000 Penalty: 2996.530273
	Iteration 133Q: 3 clusters Score -1179636 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8086 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -1179710.000000 Penalty: 2996.530273
	Iteration 134Q: 3 clusters Score -1179710 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8201 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -1179774.750000 Penalty: 2996.530273
	Iteration 135Q: 3 clusters Score -1179775 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8298 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -1179832.625000 Penalty: 2996.530273
	Iteration 136Q: 3 clusters Score -1179833 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8397 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -1179881.750000 Penalty: 2996.530273
	Iteration 137Q: 3 clusters Score -1179882 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8473 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -1179918.500000 Penalty: 2996.530273
	Iteration 138Q: 3 clusters Score -1179918 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8540 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -1179955.500000 Penalty: 2996.530273
	Iteration 139Q: 3 clusters Score -1179956 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8601 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -1179984.500000 Penalty: 2996.530273
	Iteration 140F: 3 clusters Score -1179984 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8653 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -1180004.875000 Penalty: 2996.530273
	Iteration 141Q: 3 clusters Score -1180005 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8700 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -1180016.750000 Penalty: 2996.530273
	Iteration 142Q: 3 clusters Score -1180017 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8732 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -1180029.750000 Penalty: 2996.530273
	Iteration 143Q: 3 clusters Score -1180030 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8753 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -1180037.250000 Penalty: 2996.530273
	Iteration 144Q: 3 clusters Score -1180037 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8774 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -1180045.250000 Penalty: 2996.530273
	Iteration 145Q: 3 clusters Score -1180045 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8783 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -1180045.125000 Penalty: 2996.530273
	Iteration 146Q: 3 clusters Score -1180045 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8787 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -1180047.875000 Penalty: 2996.530273
	Iteration 147Q: 3 clusters Score -1180048 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8792 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -1180051.750000 Penalty: 2996.530273
	Iteration 148Q: 3 clusters Score -1180052 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8799 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -1180052.250000 Penalty: 2996.530273
	Iteration 149Q: 3 clusters Score -1180052 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8802 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -1180053.875000 Penalty: 2996.530273
	Iteration 150Q: 3 clusters Score -1180054 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8805 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -1180054.375000 Penalty: 2996.530273
	Iteration 151Q: 3 clusters Score -1180054 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8808 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -1180056.375000 Penalty: 2996.530273
	Iteration 152Q: 3 clusters Score -1180056 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8810 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -1180056.250000 Penalty: 2996.530273
	Iteration 153Q: 3 clusters Score -1180056 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8812 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -1180056.750000 Penalty: 2996.530273
	Iteration 154Q: 3 clusters Score -1180057 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8813 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -1180056.625000 Penalty: 2996.530273
	Iteration 155Q: 3 clusters Score -1180057 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8816 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -1180056.625000 Penalty: 2996.530273
	Iteration 156Q: 3 clusters Score -1180057 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8817 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -1180057.875000 Penalty: 2996.530273
	Iteration 157Q: 3 clusters Score -1180058 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8820 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -1180056.375000 Penalty: 2996.530273
	Iteration 158Q: 3 clusters Score -1180056 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8823 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -1180058.250000 Penalty: 2996.530273
	Iteration 159Q: 3 clusters Score -1180058 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8823 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -1180058.250000 Penalty: 2996.530273
	Iteration 160F: 3 clusters Score -1180058 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (38237 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38237 members 
Entering Unmasked Estep 
Score: -4842598.500000 Penalty: 1714.628296
	Iteration 0F: 2 clusters Score -4842598 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19051 members 
Mstep: Class 2 contains 19186 members 
Entering Unmasked Estep 
Score: -4816834.000000 Penalty: 3429.256592
	Iteration 0F: 3 clusters Score -4816834 nChanged 17865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18236 members 
Mstep: Class 2 contains 20001 members 
Entering Unmasked Estep 
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	Iteration 1F: 3 clusters Score -4827103 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17773 members 
Mstep: Class 2 contains 20464 members 
Entering Unmasked Estep 
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	Iteration 2Q: 3 clusters Score -4827672 nChanged 1768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17145 members 
Mstep: Class 2 contains 21092 members 
Entering Unmasked Estep 
Score: -4828460.500000 Penalty: 3429.256592
	Iteration 3Q: 3 clusters Score -4828460 nChanged 1933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16360 members 
Mstep: Class 2 contains 21877 members 
Entering Unmasked Estep 
Score: -4829535.500000 Penalty: 3429.256592
	Iteration 4F: 3 clusters Score -4829536 nChanged 2215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15487 members 
Mstep: Class 2 contains 22750 members 
Entering Unmasked Estep 
Score: -4831059.500000 Penalty: 3429.256592
	Iteration 5F: 3 clusters Score -4831060 nChanged 2388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14713 members 
Mstep: Class 2 contains 23524 members 
Entering Unmasked Estep 
Score: -4833103.000000 Penalty: 3429.256592
	Iteration 6F: 3 clusters Score -4833103 nChanged 2528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14123 members 
Mstep: Class 2 contains 24114 members 
Entering Unmasked Estep 
Score: -4835468.500000 Penalty: 3429.256592
	Iteration 7F: 3 clusters Score -4835468 nChanged 2320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13893 members 
Mstep: Class 2 contains 24344 members 
Entering Unmasked Estep 
Score: -4837383.500000 Penalty: 3429.256592
	Iteration 8F: 3 clusters Score -4837384 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13861 members 
Mstep: Class 2 contains 24376 members 
Entering Unmasked Estep 
Score: -4838604.500000 Penalty: 3429.256592
	Iteration 9Q: 3 clusters Score -4838604 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13927 members 
Mstep: Class 2 contains 24310 members 
Entering Unmasked Estep 
Score: -4839365.500000 Penalty: 3429.256592
	Iteration 10Q: 3 clusters Score -4839366 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14068 members 
Mstep: Class 2 contains 24169 members 
Entering Unmasked Estep 
Score: -4839928.500000 Penalty: 3429.256592
	Iteration 11Q: 3 clusters Score -4839928 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14202 members 
Mstep: Class 2 contains 24035 members 
Entering Unmasked Estep 
Score: -4840366.500000 Penalty: 3429.256592
	Iteration 12Q: 3 clusters Score -4840366 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14284 members 
Mstep: Class 2 contains 23953 members 
Entering Unmasked Estep 
Score: -4840752.500000 Penalty: 3429.256592
	Iteration 13Q: 3 clusters Score -4840752 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14341 members 
Mstep: Class 2 contains 23896 members 
Entering Unmasked Estep 
Score: -4841124.000000 Penalty: 3429.256592
	Iteration 14Q: 3 clusters Score -4841124 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14345 members 
Mstep: Class 2 contains 23892 members 
Entering Unmasked Estep 
Score: -4841447.000000 Penalty: 3429.256592
	Iteration 15Q: 3 clusters Score -4841447 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14373 members 
Mstep: Class 2 contains 23864 members 
Entering Unmasked Estep 
Score: -4841690.000000 Penalty: 3429.256592
	Iteration 16Q: 3 clusters Score -4841690 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14380 members 
Mstep: Class 2 contains 23857 members 
Entering Unmasked Estep 
Score: -4841889.500000 Penalty: 3429.256592
	Iteration 17Q: 3 clusters Score -4841890 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14334 members 
Mstep: Class 2 contains 23903 members 
Entering Unmasked Estep 
Score: -4842014.500000 Penalty: 3429.256592
	Iteration 18Q: 3 clusters Score -4842014 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14290 members 
Mstep: Class 2 contains 23947 members 
Entering Unmasked Estep 
Score: -4842114.000000 Penalty: 3429.256592
	Iteration 19Q: 3 clusters Score -4842114 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14252 members 
Mstep: Class 2 contains 23985 members 
Entering Unmasked Estep 
Score: -4842203.000000 Penalty: 3429.256592
	Iteration 20F: 3 clusters Score -4842203 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14193 members 
Mstep: Class 2 contains 24044 members 
Entering Unmasked Estep 
Score: -4842240.500000 Penalty: 3429.256592
	Iteration 21Q: 3 clusters Score -4842240 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14133 members 
Mstep: Class 2 contains 24104 members 
Entering Unmasked Estep 
Score: -4842270.000000 Penalty: 3429.256592
	Iteration 22Q: 3 clusters Score -4842270 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14077 members 
Mstep: Class 2 contains 24160 members 
Entering Unmasked Estep 
Score: -4842296.500000 Penalty: 3429.256592
	Iteration 23Q: 3 clusters Score -4842296 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14019 members 
Mstep: Class 2 contains 24218 members 
Entering Unmasked Estep 
Score: -4842333.500000 Penalty: 3429.256592
	Iteration 24Q: 3 clusters Score -4842334 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13964 members 
Mstep: Class 2 contains 24273 members 
Entering Unmasked Estep 
Score: -4842332.500000 Penalty: 3429.256592
	Iteration 25Q: 3 clusters Score -4842332 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13930 members 
Mstep: Class 2 contains 24307 members 
Entering Unmasked Estep 
Score: -4842349.000000 Penalty: 3429.256592
	Iteration 26Q: 3 clusters Score -4842349 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13913 members 
Mstep: Class 2 contains 24324 members 
Entering Unmasked Estep 
Score: -4842344.000000 Penalty: 3429.256592
	Iteration 27Q: 3 clusters Score -4842344 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13893 members 
Mstep: Class 2 contains 24344 members 
Entering Unmasked Estep 
Score: -4842347.000000 Penalty: 3429.256592
	Iteration 28Q: 3 clusters Score -4842347 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13883 members 
Mstep: Class 2 contains 24354 members 
Entering Unmasked Estep 
Score: -4842355.000000 Penalty: 3429.256592
	Iteration 29Q: 3 clusters Score -4842355 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13874 members 
Mstep: Class 2 contains 24363 members 
Entering Unmasked Estep 
Score: -4842355.000000 Penalty: 3429.256592
	Iteration 30Q: 3 clusters Score -4842355 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13856 members 
Mstep: Class 2 contains 24381 members 
Entering Unmasked Estep 
Score: -4842360.000000 Penalty: 3429.256592
	Iteration 31Q: 3 clusters Score -4842360 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13837 members 
Mstep: Class 2 contains 24400 members 
Entering Unmasked Estep 
Score: -4842376.000000 Penalty: 3429.256592
	Iteration 32Q: 3 clusters Score -4842376 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13817 members 
Mstep: Class 2 contains 24420 members 
Entering Unmasked Estep 
Score: -4842374.500000 Penalty: 3429.256592
	Iteration 33Q: 3 clusters Score -4842374 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13796 members 
Mstep: Class 2 contains 24441 members 
Entering Unmasked Estep 
Score: -4842369.000000 Penalty: 3429.256592
	Iteration 34Q: 3 clusters Score -4842369 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13780 members 
Mstep: Class 2 contains 24457 members 
Entering Unmasked Estep 
Score: -4842369.000000 Penalty: 3429.256592
	Iteration 35Q: 3 clusters Score -4842369 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13768 members 
Mstep: Class 2 contains 24469 members 
Entering Unmasked Estep 
Score: -4842369.500000 Penalty: 3429.256592
	Iteration 36Q: 3 clusters Score -4842370 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13762 members 
Mstep: Class 2 contains 24475 members 
Entering Unmasked Estep 
Score: -4842372.000000 Penalty: 3429.256592
	Iteration 37Q: 3 clusters Score -4842372 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13755 members 
Mstep: Class 2 contains 24482 members 
Entering Unmasked Estep 
Score: -4842371.500000 Penalty: 3429.256592
	Iteration 38Q: 3 clusters Score -4842372 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13752 members 
Mstep: Class 2 contains 24485 members 
Entering Unmasked Estep 
Score: -4842370.000000 Penalty: 3429.256592
	Iteration 39Q: 3 clusters Score -4842370 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13750 members 
Mstep: Class 2 contains 24487 members 
Entering Unmasked Estep 
Score: -4842372.000000 Penalty: 3429.256592
	Iteration 40F: 3 clusters Score -4842372 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13748 members 
Mstep: Class 2 contains 24489 members 
Entering Unmasked Estep 
Score: -4842371.000000 Penalty: 3429.256592
	Iteration 41Q: 3 clusters Score -4842371 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13747 members 
Mstep: Class 2 contains 24490 members 
Entering Unmasked Estep 
Score: -4842372.000000 Penalty: 3429.256592
	Iteration 42Q: 3 clusters Score -4842372 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13744 members 
Mstep: Class 2 contains 24493 members 
Entering Unmasked Estep 
Score: -4842377.000000 Penalty: 3429.256592
	Iteration 43Q: 3 clusters Score -4842377 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13743 members 
Mstep: Class 2 contains 24494 members 
Entering Unmasked Estep 
Score: -4842377.500000 Penalty: 3429.256592
	Iteration 44Q: 3 clusters Score -4842378 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13740 members 
Mstep: Class 2 contains 24497 members 
Entering Unmasked Estep 
Score: -4842377.500000 Penalty: 3429.256592
	Iteration 45Q: 3 clusters Score -4842378 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13738 members 
Mstep: Class 2 contains 24499 members 
Entering Unmasked Estep 
Score: -4842376.500000 Penalty: 3429.256592
	Iteration 46Q: 3 clusters Score -4842376 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13738 members 
Mstep: Class 2 contains 24499 members 
Entering Unmasked Estep 
Score: -4842376.500000 Penalty: 3429.256592
	Iteration 47F: 3 clusters Score -4842376 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (18785 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18785 members 
Entering Unmasked Estep 
Score: -2192166.250000 Penalty: 1599.132202
	Iteration 0F: 2 clusters Score -2192166 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9308 members 
Mstep: Class 2 contains 9477 members 
Entering Unmasked Estep 
Score: -2179357.750000 Penalty: 3198.264404
	Iteration 0F: 3 clusters Score -2179358 nChanged 8471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8665 members 
Mstep: Class 2 contains 10120 members 
Entering Unmasked Estep 
Score: -2184669.000000 Penalty: 3198.264404
	Iteration 1F: 3 clusters Score -2184669 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8141 members 
Mstep: Class 2 contains 10644 members 
Entering Unmasked Estep 
Score: -2185732.750000 Penalty: 3198.264404
	Iteration 2F: 3 clusters Score -2185733 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7486 members 
Mstep: Class 2 contains 11299 members 
Entering Unmasked Estep 
Score: -2186770.250000 Penalty: 3198.264404
	Iteration 3F: 3 clusters Score -2186770 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6924 members 
Mstep: Class 2 contains 11861 members 
Entering Unmasked Estep 
Score: -2187590.250000 Penalty: 3198.264404
	Iteration 4F: 3 clusters Score -2187590 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6409 members 
Mstep: Class 2 contains 12376 members 
Entering Unmasked Estep 
Score: -2188233.000000 Penalty: 3198.264404
	Iteration 5F: 3 clusters Score -2188233 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5948 members 
Mstep: Class 2 contains 12837 members 
Entering Unmasked Estep 
Score: -2188715.500000 Penalty: 3198.264404
	Iteration 6Q: 3 clusters Score -2188716 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5537 members 
Mstep: Class 2 contains 13248 members 
Entering Unmasked Estep 
Score: -2189069.000000 Penalty: 3198.264404
	Iteration 7Q: 3 clusters Score -2189069 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 13623 members 
Entering Unmasked Estep 
Score: -2189347.750000 Penalty: 3198.264404
	Iteration 8Q: 3 clusters Score -2189348 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 13952 members 
Entering Unmasked Estep 
Score: -2189544.500000 Penalty: 3198.264404
	Iteration 9Q: 3 clusters Score -2189544 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 14248 members 
Entering Unmasked Estep 
Score: -2189674.000000 Penalty: 3198.264404
	Iteration 10Q: 3 clusters Score -2189674 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 14517 members 
Entering Unmasked Estep 
Score: -2189788.250000 Penalty: 3198.264404
	Iteration 11Q: 3 clusters Score -2189788 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 14770 members 
Entering Unmasked Estep 
Score: -2189877.250000 Penalty: 3198.264404
	Iteration 12Q: 3 clusters Score -2189877 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 15013 members 
Entering Unmasked Estep 
Score: -2189948.500000 Penalty: 3198.264404
	Iteration 13Q: 3 clusters Score -2189948 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 15254 members 
Entering Unmasked Estep 
Score: -2190022.500000 Penalty: 3198.264404
	Iteration 14Q: 3 clusters Score -2190022 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 15491 members 
Entering Unmasked Estep 
Score: -2190097.750000 Penalty: 3198.264404
	Iteration 15Q: 3 clusters Score -2190098 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 15714 members 
Entering Unmasked Estep 
Score: -2190183.500000 Penalty: 3198.264404
	Iteration 16Q: 3 clusters Score -2190184 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 15924 members 
Entering Unmasked Estep 
Score: -2190255.000000 Penalty: 3198.264404
	Iteration 17Q: 3 clusters Score -2190255 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 16120 members 
Entering Unmasked Estep 
Score: -2190315.000000 Penalty: 3198.264404
	Iteration 18Q: 3 clusters Score -2190315 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 16313 members 
Entering Unmasked Estep 
Score: -2190385.750000 Penalty: 3198.264404
	Iteration 19Q: 3 clusters Score -2190386 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 16482 members 
Entering Unmasked Estep 
Score: -2190448.000000 Penalty: 3198.264404
	Iteration 20F: 3 clusters Score -2190448 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 16645 members 
Entering Unmasked Estep 
Score: -2190516.500000 Penalty: 3198.264404
	Iteration 21Q: 3 clusters Score -2190516 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 16782 members 
Entering Unmasked Estep 
Score: -2190567.500000 Penalty: 3198.264404
	Iteration 22Q: 3 clusters Score -2190568 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 16907 members 
Entering Unmasked Estep 
Score: -2190612.500000 Penalty: 3198.264404
	Iteration 23Q: 3 clusters Score -2190612 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 17020 members 
Entering Unmasked Estep 
Score: -2190657.750000 Penalty: 3198.264404
	Iteration 24Q: 3 clusters Score -2190658 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 17105 members 
Entering Unmasked Estep 
Score: -2190681.000000 Penalty: 3198.264404
	Iteration 25Q: 3 clusters Score -2190681 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 17185 members 
Entering Unmasked Estep 
Score: -2190708.500000 Penalty: 3198.264404
	Iteration 26Q: 3 clusters Score -2190708 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 17268 members 
Entering Unmasked Estep 
Score: -2190737.250000 Penalty: 3198.264404
	Iteration 27Q: 3 clusters Score -2190737 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 17336 members 
Entering Unmasked Estep 
Score: -2190755.500000 Penalty: 3198.264404
	Iteration 28Q: 3 clusters Score -2190756 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 17395 members 
Entering Unmasked Estep 
Score: -2190780.500000 Penalty: 3198.264404
	Iteration 29Q: 3 clusters Score -2190780 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 17441 members 
Entering Unmasked Estep 
Score: -2190796.750000 Penalty: 3198.264404
	Iteration 30Q: 3 clusters Score -2190797 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 17497 members 
Entering Unmasked Estep 
Score: -2190811.500000 Penalty: 3198.264404
	Iteration 31Q: 3 clusters Score -2190812 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 17554 members 
Entering Unmasked Estep 
Score: -2190831.250000 Penalty: 3198.264404
	Iteration 32Q: 3 clusters Score -2190831 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 17614 members 
Entering Unmasked Estep 
Score: -2190854.000000 Penalty: 3198.264404
	Iteration 33Q: 3 clusters Score -2190854 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 17657 members 
Entering Unmasked Estep 
Score: -2190869.250000 Penalty: 3198.264404
	Iteration 34Q: 3 clusters Score -2190869 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 17696 members 
Entering Unmasked Estep 
Score: -2190880.000000 Penalty: 3198.264404
	Iteration 35Q: 3 clusters Score -2190880 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 17728 members 
Entering Unmasked Estep 
Score: -2190888.500000 Penalty: 3198.264404
	Iteration 36Q: 3 clusters Score -2190888 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 17760 members 
Entering Unmasked Estep 
Score: -2190904.750000 Penalty: 3198.264404
	Iteration 37Q: 3 clusters Score -2190905 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 17791 members 
Entering Unmasked Estep 
Score: -2190916.750000 Penalty: 3198.264404
	Iteration 38Q: 3 clusters Score -2190917 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 17819 members 
Entering Unmasked Estep 
Score: -2190924.000000 Penalty: 3198.264404
	Iteration 39Q: 3 clusters Score -2190924 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 17847 members 
Entering Unmasked Estep 
Score: -2190939.000000 Penalty: 3198.264404
	Iteration 40F: 3 clusters Score -2190939 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 17869 members 
Entering Unmasked Estep 
Score: -2190947.000000 Penalty: 3198.264404
	Iteration 41Q: 3 clusters Score -2190947 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 17887 members 
Entering Unmasked Estep 
Score: -2190952.500000 Penalty: 3198.264404
	Iteration 42Q: 3 clusters Score -2190952 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 17892 members 
Entering Unmasked Estep 
Score: -2190957.000000 Penalty: 3198.264404
	Iteration 43Q: 3 clusters Score -2190957 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 17903 members 
Entering Unmasked Estep 
Score: -2190958.500000 Penalty: 3198.264404
	Iteration 44Q: 3 clusters Score -2190958 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 17913 members 
Entering Unmasked Estep 
Score: -2190963.500000 Penalty: 3198.264404
	Iteration 45Q: 3 clusters Score -2190964 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 17929 members 
Entering Unmasked Estep 
Score: -2190964.500000 Penalty: 3198.264404
	Iteration 46Q: 3 clusters Score -2190964 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 17948 members 
Entering Unmasked Estep 
Score: -2190973.250000 Penalty: 3198.264404
	Iteration 47Q: 3 clusters Score -2190973 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 17964 members 
Entering Unmasked Estep 
Score: -2190976.750000 Penalty: 3198.264404
	Iteration 48Q: 3 clusters Score -2190977 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 17974 members 
Entering Unmasked Estep 
Score: -2190984.750000 Penalty: 3198.264404
	Iteration 49Q: 3 clusters Score -2190985 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 17985 members 
Entering Unmasked Estep 
Score: -2190988.500000 Penalty: 3198.264404
	Iteration 50Q: 3 clusters Score -2190988 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 17993 members 
Entering Unmasked Estep 
Score: -2190992.250000 Penalty: 3198.264404
	Iteration 51Q: 3 clusters Score -2190992 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 18005 members 
Entering Unmasked Estep 
Score: -2190998.000000 Penalty: 3198.264404
	Iteration 52Q: 3 clusters Score -2190998 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 18015 members 
Entering Unmasked Estep 
Score: -2191005.250000 Penalty: 3198.264404
	Iteration 53Q: 3 clusters Score -2191005 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 18026 members 
Entering Unmasked Estep 
Score: -2191009.750000 Penalty: 3198.264404
	Iteration 54Q: 3 clusters Score -2191010 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 18036 members 
Entering Unmasked Estep 
Score: -2191013.000000 Penalty: 3198.264404
	Iteration 55Q: 3 clusters Score -2191013 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 18041 members 
Entering Unmasked Estep 
Score: -2191012.250000 Penalty: 3198.264404
	Iteration 56Q: 3 clusters Score -2191012 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 18049 members 
Entering Unmasked Estep 
Score: -2191018.750000 Penalty: 3198.264404
	Iteration 57Q: 3 clusters Score -2191019 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 18054 members 
Entering Unmasked Estep 
Score: -2191023.000000 Penalty: 3198.264404
	Iteration 58Q: 3 clusters Score -2191023 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 18058 members 
Entering Unmasked Estep 
Score: -2191026.500000 Penalty: 3198.264404
	Iteration 59Q: 3 clusters Score -2191026 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 18064 members 
Entering Unmasked Estep 
Score: -2191025.500000 Penalty: 3198.264404
	Iteration 60F: 3 clusters Score -2191026 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 18069 members 
Entering Unmasked Estep 
Score: -2191025.750000 Penalty: 3198.264404
	Iteration 61Q: 3 clusters Score -2191026 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 18073 members 
Entering Unmasked Estep 
Score: -2191029.250000 Penalty: 3198.264404
	Iteration 62Q: 3 clusters Score -2191029 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 18074 members 
Entering Unmasked Estep 
Score: -2191030.750000 Penalty: 3198.264404
	Iteration 63Q: 3 clusters Score -2191031 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 18077 members 
Entering Unmasked Estep 
Score: -2191031.000000 Penalty: 3198.264404
	Iteration 64Q: 3 clusters Score -2191031 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 18079 members 
Entering Unmasked Estep 
Score: -2191031.500000 Penalty: 3198.264404
	Iteration 65Q: 3 clusters Score -2191032 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 18080 members 
Entering Unmasked Estep 
Score: -2191029.750000 Penalty: 3198.264404
	Iteration 66Q: 3 clusters Score -2191030 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 18083 members 
Entering Unmasked Estep 
Score: -2191029.000000 Penalty: 3198.264404
	Iteration 67Q: 3 clusters Score -2191029 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 18085 members 
Entering Unmasked Estep 
Score: -2191030.500000 Penalty: 3198.264404
	Iteration 68Q: 3 clusters Score -2191030 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 18087 members 
Entering Unmasked Estep 
Score: -2191028.750000 Penalty: 3198.264404
	Iteration 69Q: 3 clusters Score -2191029 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 18090 members 
Entering Unmasked Estep 
Score: -2191029.000000 Penalty: 3198.264404
	Iteration 70Q: 3 clusters Score -2191029 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 18090 members 
Entering Unmasked Estep 
Score: -2191031.750000 Penalty: 3198.264404
	Iteration 71Q: 3 clusters Score -2191032 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 18091 members 
Entering Unmasked Estep 
Score: -2191032.250000 Penalty: 3198.264404
	Iteration 72Q: 3 clusters Score -2191032 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 18092 members 
Entering Unmasked Estep 
Score: -2191031.250000 Penalty: 3198.264404
	Iteration 73Q: 3 clusters Score -2191031 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 18093 members 
Entering Unmasked Estep 
Score: -2191033.750000 Penalty: 3198.264404
	Iteration 74Q: 3 clusters Score -2191034 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 18095 members 
Entering Unmasked Estep 
Score: -2191033.250000 Penalty: 3198.264404
	Iteration 75Q: 3 clusters Score -2191033 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 18097 members 
Entering Unmasked Estep 
Score: -2191034.250000 Penalty: 3198.264404
	Iteration 76Q: 3 clusters Score -2191034 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 18098 members 
Entering Unmasked Estep 
Score: -2191036.250000 Penalty: 3198.264404
	Iteration 77Q: 3 clusters Score -2191036 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 18099 members 
Entering Unmasked Estep 
Score: -2191034.750000 Penalty: 3198.264404
	Iteration 78Q: 3 clusters Score -2191035 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 18100 members 
Entering Unmasked Estep 
Score: -2191034.750000 Penalty: 3198.264404
	Iteration 79Q: 3 clusters Score -2191035 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 18100 members 
Entering Unmasked Estep 
Score: -2191034.750000 Penalty: 3198.264404
	Iteration 80F: 3 clusters Score -2191035 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (1389 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Entering Unmasked Estep 
Score: -166586.625000 Penalty: 1175.905151
	Iteration 0F: 2 clusters Score -166586.6 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 716 members 
Entering Unmasked Estep 
Score: -164932.078125 Penalty: 2351.810303
	Iteration 0F: 3 clusters Score -164932.1 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -165321.500000 Penalty: 2351.810303
	Iteration 1F: 3 clusters Score -165321.5 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -165557.500000 Penalty: 2351.810303
	Iteration 2F: 3 clusters Score -165557.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -165744.625000 Penalty: 2351.810303
	Iteration 3F: 3 clusters Score -165744.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -165848.343750 Penalty: 2351.810303
	Iteration 4F: 3 clusters Score -165848.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -165914.046875 Penalty: 2351.810303
	Iteration 5Q: 3 clusters Score -165914 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -165986.375000 Penalty: 2351.810303
	Iteration 6Q: 3 clusters Score -165986.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -166017.984375 Penalty: 2351.810303
	Iteration 7Q: 3 clusters Score -166018 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -166046.406250 Penalty: 2351.810303
	Iteration 8Q: 3 clusters Score -166046.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -166075.671875 Penalty: 2351.810303
	Iteration 9Q: 3 clusters Score -166075.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -166103.890625 Penalty: 2351.810303
	Iteration 10Q: 3 clusters Score -166103.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -166133.078125 Penalty: 2351.810303
	Iteration 11Q: 3 clusters Score -166133.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -166151.296875 Penalty: 2351.810303
	Iteration 12Q: 3 clusters Score -166151.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -166169.953125 Penalty: 2351.810303
	Iteration 13Q: 3 clusters Score -166170 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -166184.640625 Penalty: 2351.810303
	Iteration 14Q: 3 clusters Score -166184.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -166199.234375 Penalty: 2351.810303
	Iteration 15Q: 3 clusters Score -166199.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -166207.750000 Penalty: 2351.810303
	Iteration 16Q: 3 clusters Score -166207.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -166211.687500 Penalty: 2351.810303
	Iteration 17Q: 3 clusters Score -166211.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -166214.437500 Penalty: 2351.810303
	Iteration 18Q: 3 clusters Score -166214.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -166217.437500 Penalty: 2351.810303
	Iteration 19Q: 3 clusters Score -166217.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -166219.765625 Penalty: 2351.810303
	Iteration 20F: 3 clusters Score -166219.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -166225.140625 Penalty: 2351.810303
	Iteration 21Q: 3 clusters Score -166225.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -166232.078125 Penalty: 2351.810303
	Iteration 22Q: 3 clusters Score -166232.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -166236.046875 Penalty: 2351.810303
	Iteration 23Q: 3 clusters Score -166236 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -166237.265625 Penalty: 2351.810303
	Iteration 24Q: 3 clusters Score -166237.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -166238.093750 Penalty: 2351.810303
	Iteration 25Q: 3 clusters Score -166238.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -166238.718750 Penalty: 2351.810303
	Iteration 26Q: 3 clusters Score -166238.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -166238.718750 Penalty: 2351.810303
	Iteration 27F: 3 clusters Score -166238.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (24698 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24698 members 
Entering Unmasked Estep 
Score: -3119520.500000 Penalty: 1643.602539
	Iteration 0F: 2 clusters Score -3119520 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12395 members 
Mstep: Class 2 contains 12303 members 
Entering Unmasked Estep 
Score: -3102978.250000 Penalty: 3287.205078
	Iteration 0F: 3 clusters Score -3102978 nChanged 11179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12642 members 
Mstep: Class 2 contains 12056 members 
Entering Unmasked Estep 
Score: -3109258.500000 Penalty: 3287.205078
	Iteration 1F: 3 clusters Score -3109258 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12825 members 
Mstep: Class 2 contains 11873 members 
Entering Unmasked Estep 
Score: -3109846.500000 Penalty: 3287.205078
	Iteration 2F: 3 clusters Score -3109846 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12956 members 
Mstep: Class 2 contains 11742 members 
Entering Unmasked Estep 
Score: -3110444.000000 Penalty: 3287.205078
	Iteration 3F: 3 clusters Score -3110444 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13126 members 
Mstep: Class 2 contains 11572 members 
Entering Unmasked Estep 
Score: -3111093.250000 Penalty: 3287.205078
	Iteration 4F: 3 clusters Score -3111093 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13430 members 
Mstep: Class 2 contains 11268 members 
Entering Unmasked Estep 
Score: -3111793.000000 Penalty: 3287.205078
	Iteration 5F: 3 clusters Score -3111793 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13790 members 
Mstep: Class 2 contains 10908 members 
Entering Unmasked Estep 
Score: -3112575.500000 Penalty: 3287.205078
	Iteration 6F: 3 clusters Score -3112576 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14245 members 
Mstep: Class 2 contains 10453 members 
Entering Unmasked Estep 
Score: -3113460.000000 Penalty: 3287.205078
	Iteration 7F: 3 clusters Score -3113460 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14659 members 
Mstep: Class 2 contains 10039 members 
Entering Unmasked Estep 
Score: -3114358.000000 Penalty: 3287.205078
	Iteration 8F: 3 clusters Score -3114358 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15034 members 
Mstep: Class 2 contains 9664 members 
Entering Unmasked Estep 
Score: -3115120.250000 Penalty: 3287.205078
	Iteration 9Q: 3 clusters Score -3115120 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15334 members 
Mstep: Class 2 contains 9364 members 
Entering Unmasked Estep 
Score: -3115657.000000 Penalty: 3287.205078
	Iteration 10Q: 3 clusters Score -3115657 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15585 members 
Mstep: Class 2 contains 9113 members 
Entering Unmasked Estep 
Score: -3116015.250000 Penalty: 3287.205078
	Iteration 11Q: 3 clusters Score -3116015 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15806 members 
Mstep: Class 2 contains 8892 members 
Entering Unmasked Estep 
Score: -3116258.250000 Penalty: 3287.205078
	Iteration 12Q: 3 clusters Score -3116258 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16007 members 
Mstep: Class 2 contains 8691 members 
Entering Unmasked Estep 
Score: -3116457.500000 Penalty: 3287.205078
	Iteration 13Q: 3 clusters Score -3116458 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16194 members 
Mstep: Class 2 contains 8504 members 
Entering Unmasked Estep 
Score: -3116564.750000 Penalty: 3287.205078
	Iteration 14Q: 3 clusters Score -3116565 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16347 members 
Mstep: Class 2 contains 8351 members 
Entering Unmasked Estep 
Score: -3116655.750000 Penalty: 3287.205078
	Iteration 15Q: 3 clusters Score -3116656 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16473 members 
Mstep: Class 2 contains 8225 members 
Entering Unmasked Estep 
Score: -3116723.250000 Penalty: 3287.205078
	Iteration 16Q: 3 clusters Score -3116723 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16582 members 
Mstep: Class 2 contains 8116 members 
Entering Unmasked Estep 
Score: -3116776.500000 Penalty: 3287.205078
	Iteration 17Q: 3 clusters Score -3116776 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16677 members 
Mstep: Class 2 contains 8021 members 
Entering Unmasked Estep 
Score: -3116821.750000 Penalty: 3287.205078
	Iteration 18Q: 3 clusters Score -3116822 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16764 members 
Mstep: Class 2 contains 7934 members 
Entering Unmasked Estep 
Score: -3116840.000000 Penalty: 3287.205078
	Iteration 19Q: 3 clusters Score -3116840 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16846 members 
Mstep: Class 2 contains 7852 members 
Entering Unmasked Estep 
Score: -3116874.250000 Penalty: 3287.205078
	Iteration 20F: 3 clusters Score -3116874 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16918 members 
Mstep: Class 2 contains 7780 members 
Entering Unmasked Estep 
Score: -3116885.500000 Penalty: 3287.205078
	Iteration 21Q: 3 clusters Score -3116886 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16980 members 
Mstep: Class 2 contains 7718 members 
Entering Unmasked Estep 
Score: -3116904.500000 Penalty: 3287.205078
	Iteration 22Q: 3 clusters Score -3116904 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17038 members 
Mstep: Class 2 contains 7660 members 
Entering Unmasked Estep 
Score: -3116905.500000 Penalty: 3287.205078
	Iteration 23Q: 3 clusters Score -3116906 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17094 members 
Mstep: Class 2 contains 7604 members 
Entering Unmasked Estep 
Score: -3116924.750000 Penalty: 3287.205078
	Iteration 24Q: 3 clusters Score -3116925 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17148 members 
Mstep: Class 2 contains 7550 members 
Entering Unmasked Estep 
Score: -3116936.750000 Penalty: 3287.205078
	Iteration 25Q: 3 clusters Score -3116937 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17200 members 
Mstep: Class 2 contains 7498 members 
Entering Unmasked Estep 
Score: -3116943.500000 Penalty: 3287.205078
	Iteration 26Q: 3 clusters Score -3116944 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17253 members 
Mstep: Class 2 contains 7445 members 
Entering Unmasked Estep 
Score: -3116959.750000 Penalty: 3287.205078
	Iteration 27Q: 3 clusters Score -3116960 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17308 members 
Mstep: Class 2 contains 7390 members 
Entering Unmasked Estep 
Score: -3116963.750000 Penalty: 3287.205078
	Iteration 28Q: 3 clusters Score -3116964 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17358 members 
Mstep: Class 2 contains 7340 members 
Entering Unmasked Estep 
Score: -3116970.000000 Penalty: 3287.205078
	Iteration 29Q: 3 clusters Score -3116970 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17409 members 
Mstep: Class 2 contains 7289 members 
Entering Unmasked Estep 
Score: -3116974.250000 Penalty: 3287.205078
	Iteration 30Q: 3 clusters Score -3116974 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17456 members 
Mstep: Class 2 contains 7242 members 
Entering Unmasked Estep 
Score: -3116978.250000 Penalty: 3287.205078
	Iteration 31Q: 3 clusters Score -3116978 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17501 members 
Mstep: Class 2 contains 7197 members 
Entering Unmasked Estep 
Score: -3116994.500000 Penalty: 3287.205078
	Iteration 32Q: 3 clusters Score -3116994 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17559 members 
Mstep: Class 2 contains 7139 members 
Entering Unmasked Estep 
Score: -3117000.750000 Penalty: 3287.205078
	Iteration 33Q: 3 clusters Score -3117001 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17625 members 
Mstep: Class 2 contains 7073 members 
Entering Unmasked Estep 
Score: -3117006.750000 Penalty: 3287.205078
	Iteration 34Q: 3 clusters Score -3117007 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17681 members 
Mstep: Class 2 contains 7017 members 
Entering Unmasked Estep 
Score: -3117010.500000 Penalty: 3287.205078
	Iteration 35Q: 3 clusters Score -3117010 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17739 members 
Mstep: Class 2 contains 6959 members 
Entering Unmasked Estep 
Score: -3117016.250000 Penalty: 3287.205078
	Iteration 36Q: 3 clusters Score -3117016 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17802 members 
Mstep: Class 2 contains 6896 members 
Entering Unmasked Estep 
Score: -3117027.000000 Penalty: 3287.205078
	Iteration 37Q: 3 clusters Score -3117027 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17860 members 
Mstep: Class 2 contains 6838 members 
Entering Unmasked Estep 
Score: -3117036.250000 Penalty: 3287.205078
	Iteration 38Q: 3 clusters Score -3117036 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17931 members 
Mstep: Class 2 contains 6767 members 
Entering Unmasked Estep 
Score: -3117042.250000 Penalty: 3287.205078
	Iteration 39Q: 3 clusters Score -3117042 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17995 members 
Mstep: Class 2 contains 6703 members 
Entering Unmasked Estep 
Score: -3117054.500000 Penalty: 3287.205078
	Iteration 40F: 3 clusters Score -3117054 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18062 members 
Mstep: Class 2 contains 6636 members 
Entering Unmasked Estep 
Score: -3117062.750000 Penalty: 3287.205078
	Iteration 41Q: 3 clusters Score -3117063 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18132 members 
Mstep: Class 2 contains 6566 members 
Entering Unmasked Estep 
Score: -3117078.250000 Penalty: 3287.205078
	Iteration 42Q: 3 clusters Score -3117078 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18184 members 
Mstep: Class 2 contains 6514 members 
Entering Unmasked Estep 
Score: -3117083.500000 Penalty: 3287.205078
	Iteration 43Q: 3 clusters Score -3117084 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18247 members 
Mstep: Class 2 contains 6451 members 
Entering Unmasked Estep 
Score: -3117097.750000 Penalty: 3287.205078
	Iteration 44Q: 3 clusters Score -3117098 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18309 members 
Mstep: Class 2 contains 6389 members 
Entering Unmasked Estep 
Score: -3117118.000000 Penalty: 3287.205078
	Iteration 45Q: 3 clusters Score -3117118 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18365 members 
Mstep: Class 2 contains 6333 members 
Entering Unmasked Estep 
Score: -3117124.500000 Penalty: 3287.205078
	Iteration 46Q: 3 clusters Score -3117124 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18424 members 
Mstep: Class 2 contains 6274 members 
Entering Unmasked Estep 
Score: -3117110.000000 Penalty: 3287.205078
	Iteration 47Q: 3 clusters Score -3117110 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18469 members 
Mstep: Class 2 contains 6229 members 
Entering Unmasked Estep 
Score: -3117122.500000 Penalty: 3287.205078
	Iteration 48Q: 3 clusters Score -3117122 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18509 members 
Mstep: Class 2 contains 6189 members 
Entering Unmasked Estep 
Score: -3117122.750000 Penalty: 3287.205078
	Iteration 49Q: 3 clusters Score -3117123 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18543 members 
Mstep: Class 2 contains 6155 members 
Entering Unmasked Estep 
Score: -3117120.500000 Penalty: 3287.205078
	Iteration 50Q: 3 clusters Score -3117120 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18587 members 
Mstep: Class 2 contains 6111 members 
Entering Unmasked Estep 
Score: -3117132.500000 Penalty: 3287.205078
	Iteration 51Q: 3 clusters Score -3117132 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18633 members 
Mstep: Class 2 contains 6065 members 
Entering Unmasked Estep 
Score: -3117126.250000 Penalty: 3287.205078
	Iteration 52Q: 3 clusters Score -3117126 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18675 members 
Mstep: Class 2 contains 6023 members 
Entering Unmasked Estep 
Score: -3117137.250000 Penalty: 3287.205078
	Iteration 53Q: 3 clusters Score -3117137 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18707 members 
Mstep: Class 2 contains 5991 members 
Entering Unmasked Estep 
Score: -3117144.250000 Penalty: 3287.205078
	Iteration 54Q: 3 clusters Score -3117144 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18738 members 
Mstep: Class 2 contains 5960 members 
Entering Unmasked Estep 
Score: -3117147.750000 Penalty: 3287.205078
	Iteration 55Q: 3 clusters Score -3117148 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18770 members 
Mstep: Class 2 contains 5928 members 
Entering Unmasked Estep 
Score: -3117148.000000 Penalty: 3287.205078
	Iteration 56Q: 3 clusters Score -3117148 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18795 members 
Mstep: Class 2 contains 5903 members 
Entering Unmasked Estep 
Score: -3117154.000000 Penalty: 3287.205078
	Iteration 57Q: 3 clusters Score -3117154 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18821 members 
Mstep: Class 2 contains 5877 members 
Entering Unmasked Estep 
Score: -3117156.250000 Penalty: 3287.205078
	Iteration 58Q: 3 clusters Score -3117156 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18852 members 
Mstep: Class 2 contains 5846 members 
Entering Unmasked Estep 
Score: -3117166.500000 Penalty: 3287.205078
	Iteration 59Q: 3 clusters Score -3117166 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18888 members 
Mstep: Class 2 contains 5810 members 
Entering Unmasked Estep 
Score: -3117166.250000 Penalty: 3287.205078
	Iteration 60F: 3 clusters Score -3117166 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18925 members 
Mstep: Class 2 contains 5773 members 
Entering Unmasked Estep 
Score: -3117171.500000 Penalty: 3287.205078
	Iteration 61Q: 3 clusters Score -3117172 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18956 members 
Mstep: Class 2 contains 5742 members 
Entering Unmasked Estep 
Score: -3117169.750000 Penalty: 3287.205078
	Iteration 62Q: 3 clusters Score -3117170 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18989 members 
Mstep: Class 2 contains 5709 members 
Entering Unmasked Estep 
Score: -3117168.500000 Penalty: 3287.205078
	Iteration 63Q: 3 clusters Score -3117168 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19016 members 
Mstep: Class 2 contains 5682 members 
Entering Unmasked Estep 
Score: -3117179.750000 Penalty: 3287.205078
	Iteration 64Q: 3 clusters Score -3117180 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19046 members 
Mstep: Class 2 contains 5652 members 
Entering Unmasked Estep 
Score: -3117176.500000 Penalty: 3287.205078
	Iteration 65Q: 3 clusters Score -3117176 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19098 members 
Mstep: Class 2 contains 5600 members 
Entering Unmasked Estep 
Score: -3117186.500000 Penalty: 3287.205078
	Iteration 66Q: 3 clusters Score -3117186 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19145 members 
Mstep: Class 2 contains 5553 members 
Entering Unmasked Estep 
Score: -3117185.750000 Penalty: 3287.205078
	Iteration 67Q: 3 clusters Score -3117186 nChanged 47
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19192 members 
Mstep: Class 2 contains 5506 members 
Entering Unmasked Estep 
Score: -3117190.250000 Penalty: 3287.205078
	Iteration 68Q: 3 clusters Score -3117190 nChanged 37
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19229 members 
Mstep: Class 2 contains 5469 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -3117192 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19272 members 
Mstep: Class 2 contains 5426 members 
Entering Unmasked Estep 
Score: -3117199.500000 Penalty: 3287.205078
	Iteration 70Q: 3 clusters Score -3117200 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19315 members 
Mstep: Class 2 contains 5383 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -3117208 nChanged 36
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19349 members 
Mstep: Class 2 contains 5349 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -3117204 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19386 members 
Mstep: Class 2 contains 5312 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -3117210 nChanged 40
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19426 members 
Mstep: Class 2 contains 5272 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -3117216 nChanged 39
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19465 members 
Mstep: Class 2 contains 5233 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -3117225 nChanged 41
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19506 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -3117230 nChanged 53
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Mstep: Class 1 contains 19557 members 
Mstep: Class 2 contains 5141 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -3117244 nChanged 62
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19619 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -3117261 nChanged 58
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Mstep: Class 1 contains 19677 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -3117259 nChanged 48
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Mstep: Class 1 contains 19721 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -3117262 nChanged 49
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Mstep: Class 1 contains 19770 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 19817 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -3117273 nChanged 61
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Mstep: Class 1 contains 19876 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -3117287 nChanged 81
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19957 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -3117303 nChanged 75
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Mstep: Class 1 contains 20030 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -3117305 nChanged 73
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Mstep: Class 1 contains 20101 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -3117318 nChanged 72
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20171 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -3117329 nChanged 64
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20227 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -3117340 nChanged 63
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20286 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -3117353 nChanged 60
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Mstep: Class 1 contains 20344 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -3117361 nChanged 73
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20415 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -3117370 nChanged 82
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Mstep: Class 1 contains 20495 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -3117390 nChanged 84
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Mstep: Class 1 contains 20577 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -3117402.500000 Penalty: 3287.205078
	Iteration 93Q: 3 clusters Score -3117402 nChanged 88
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Mstep: Class 1 contains 20661 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -3117419 nChanged 97
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20750 members 
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Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -3117446 nChanged 102
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Mstep: Class 1 contains 20848 members 
Mstep: Class 2 contains 3850 members 
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	Iteration 96Q: 3 clusters Score -3117463 nChanged 90
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Mstep: Class 1 contains 20932 members 
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Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -3117480 nChanged 77
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Mstep: Class 1 contains 21007 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -3117497 nChanged 69
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Mstep: Class 1 contains 21074 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -3117518 nChanged 63
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Mstep: Class 1 contains 21137 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -3117525 nChanged 61
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Mstep: Class 1 contains 21196 members 
Mstep: Class 2 contains 3502 members 
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	Iteration 101Q: 3 clusters Score -3117540 nChanged 63
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Mstep: Class 1 contains 21259 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -3117550 nChanged 54
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Mstep: Class 1 contains 21313 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -3117552 nChanged 61
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Mstep: Class 1 contains 21372 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -3117566 nChanged 62
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21434 members 
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Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -3117578 nChanged 63
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21495 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -3117590 nChanged 75
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Mstep: Class 1 contains 21570 members 
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Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -3117604 nChanged 67
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21637 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -3117616 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21702 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -3117618 nChanged 75
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Mstep: Class 1 contains 21775 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -3117628 nChanged 71
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21844 members 
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Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -3117647 nChanged 82
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21926 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -3117668 nChanged 70
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Mstep: Class 1 contains 21994 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -3117682.000000 Penalty: 3287.205078
	Iteration 113Q: 3 clusters Score -3117682 nChanged 59
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22053 members 
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Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -3117690 nChanged 57
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22108 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -3117706 nChanged 64
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22172 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -3117727 nChanged 78
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22244 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -3117747 nChanged 68
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22304 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -3117768 nChanged 57
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Mstep: Class 1 contains 22359 members 
Mstep: Class 2 contains 2339 members 
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	Iteration 119Q: 3 clusters Score -3117777 nChanged 71
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Mstep: Class 1 contains 22428 members 
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Entering Unmasked Estep 
Score: -3117794.000000 Penalty: 3287.205078
	Iteration 120F: 3 clusters Score -3117794 nChanged 72
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22496 members 
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Entering Unmasked Estep 
Score: -3117808.500000 Penalty: 3287.205078
	Iteration 121Q: 3 clusters Score -3117808 nChanged 69
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22563 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -3117819 nChanged 62
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Mstep: Class 1 contains 22623 members 
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Entering Unmasked Estep 
Score: -3117839.250000 Penalty: 3287.205078
	Iteration 123Q: 3 clusters Score -3117839 nChanged 73
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22688 members 
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Entering Unmasked Estep 
Score: -3117852.500000 Penalty: 3287.205078
	Iteration 124Q: 3 clusters Score -3117852 nChanged 68
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Mstep: Class 1 contains 22752 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -3117873.250000 Penalty: 3287.205078
	Iteration 125Q: 3 clusters Score -3117873 nChanged 61
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Mstep: Class 1 contains 22813 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -3117892.250000 Penalty: 3287.205078
	Iteration 126Q: 3 clusters Score -3117892 nChanged 71
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22882 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -3117909.250000 Penalty: 3287.205078
	Iteration 127Q: 3 clusters Score -3117909 nChanged 63
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Mstep: Class 1 contains 22943 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -3117928.750000 Penalty: 3287.205078
	Iteration 128Q: 3 clusters Score -3117929 nChanged 61
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Mstep: Class 1 contains 22998 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -3117948 nChanged 64
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23060 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -3117965.250000 Penalty: 3287.205078
	Iteration 130Q: 3 clusters Score -3117965 nChanged 54
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23106 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -3117978 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23147 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -3117985.250000 Penalty: 3287.205078
	Iteration 132Q: 3 clusters Score -3117985 nChanged 37
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23180 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -3117996.500000 Penalty: 3287.205078
	Iteration 133Q: 3 clusters Score -3117996 nChanged 39
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Mstep: Class 1 contains 23215 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -3118017.500000 Penalty: 3287.205078
	Iteration 134Q: 3 clusters Score -3118018 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23243 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -3118020.750000 Penalty: 3287.205078
	Iteration 135Q: 3 clusters Score -3118021 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23269 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -3118031.000000 Penalty: 3287.205078
	Iteration 136Q: 3 clusters Score -3118031 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23296 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -3118040 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23325 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -3118052.500000 Penalty: 3287.205078
	Iteration 138Q: 3 clusters Score -3118052 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23345 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -3118060.500000 Penalty: 3287.205078
	Iteration 139Q: 3 clusters Score -3118060 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23371 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -3118063.250000 Penalty: 3287.205078
	Iteration 140F: 3 clusters Score -3118063 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23393 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -3118077 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23418 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -3118089.250000 Penalty: 3287.205078
	Iteration 142Q: 3 clusters Score -3118089 nChanged 38
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Mstep: Class 1 contains 23446 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -3118095.500000 Penalty: 3287.205078
	Iteration 143Q: 3 clusters Score -3118096 nChanged 31
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23475 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -3118097.000000 Penalty: 3287.205078
	Iteration 144Q: 3 clusters Score -3118097 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23502 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -3118112.250000 Penalty: 3287.205078
	Iteration 145Q: 3 clusters Score -3118112 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23529 members 
Mstep: Class 2 contains 1169 members 
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Score: -3118118.000000 Penalty: 3287.205078
	Iteration 146Q: 3 clusters Score -3118118 nChanged 25
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Mstep: Class 1 contains 23548 members 
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Score: -3118127.750000 Penalty: 3287.205078
	Iteration 147Q: 3 clusters Score -3118128 nChanged 27
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Mstep: Class 1 contains 23575 members 
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Entering Unmasked Estep 
Score: -3118146.250000 Penalty: 3287.205078
	Iteration 148Q: 3 clusters Score -3118146 nChanged 28
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23597 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -3118151.250000 Penalty: 3287.205078
	Iteration 149Q: 3 clusters Score -3118151 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23616 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -3118159.250000 Penalty: 3287.205078
	Iteration 150Q: 3 clusters Score -3118159 nChanged 13
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23627 members 
Mstep: Class 2 contains 1071 members 
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Score: -3118165.250000 Penalty: 3287.205078
	Iteration 151Q: 3 clusters Score -3118165 nChanged 15
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Mstep: Class 1 contains 23638 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -3118169.500000 Penalty: 3287.205078
	Iteration 152Q: 3 clusters Score -3118170 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23647 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -3118171.750000 Penalty: 3287.205078
	Iteration 153Q: 3 clusters Score -3118172 nChanged 17
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Mstep: Class 1 contains 23654 members 
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Entering Unmasked Estep 
Score: -3118175.250000 Penalty: 3287.205078
	Iteration 154Q: 3 clusters Score -3118175 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23662 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -3118182.500000 Penalty: 3287.205078
	Iteration 155Q: 3 clusters Score -3118182 nChanged 12
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Mstep: Class 1 contains 23672 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -3118194.750000 Penalty: 3287.205078
	Iteration 156Q: 3 clusters Score -3118195 nChanged 12
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23680 members 
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Entering Unmasked Estep 
Score: -3118191.250000 Penalty: 3287.205078
	Iteration 157Q: 3 clusters Score -3118191 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23683 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -3118193.500000 Penalty: 3287.205078
	Iteration 158Q: 3 clusters Score -3118194 nChanged 4
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Mstep: Class 1 contains 23685 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
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	Iteration 159Q: 3 clusters Score -3118193 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23690 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -3118199.000000 Penalty: 3287.205078
	Iteration 160F: 3 clusters Score -3118199 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23691 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -3118198.750000 Penalty: 3287.205078
	Iteration 161Q: 3 clusters Score -3118199 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23692 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -3118197.000000 Penalty: 3287.205078
	Iteration 162Q: 3 clusters Score -3118197 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23693 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -3118197.250000 Penalty: 3287.205078
	Iteration 163Q: 3 clusters Score -3118197 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23695 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -3118199.000000 Penalty: 3287.205078
	Iteration 164Q: 3 clusters Score -3118199 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23697 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -3118199.000000 Penalty: 3287.205078
	Iteration 165Q: 3 clusters Score -3118199 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23697 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -3118199.000000 Penalty: 3287.205078
	Iteration 166F: 3 clusters Score -3118199 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (4308 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Entering Unmasked Estep 
Score: -543972.062500 Penalty: 1359.837158
	Iteration 0F: 2 clusters Score -543972.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -540412.687500 Penalty: 2719.674316
	Iteration 0F: 3 clusters Score -540412.7 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -541317.500000 Penalty: 2719.674316
	Iteration 1F: 3 clusters Score -541317.5 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -541506.187500 Penalty: 2719.674316
	Iteration 2F: 3 clusters Score -541506.2 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -541625.812500 Penalty: 2719.674316
	Iteration 3F: 3 clusters Score -541625.8 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -541702.187500 Penalty: 2719.674316
	Iteration 4Q: 3 clusters Score -541702.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -541752.625000 Penalty: 2719.674316
	Iteration 5Q: 3 clusters Score -541752.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -541798.125000 Penalty: 2719.674316
	Iteration 6Q: 3 clusters Score -541798.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -541839.875000 Penalty: 2719.674316
	Iteration 7Q: 3 clusters Score -541839.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -541876.687500 Penalty: 2719.674316
	Iteration 8Q: 3 clusters Score -541876.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -541906.625000 Penalty: 2719.674316
	Iteration 9Q: 3 clusters Score -541906.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -541929.000000 Penalty: 2719.674316
	Iteration 10Q: 3 clusters Score -541929 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -541949.125000 Penalty: 2719.674316
	Iteration 11Q: 3 clusters Score -541949.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -541973.875000 Penalty: 2719.674316
	Iteration 12Q: 3 clusters Score -541973.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -542000.625000 Penalty: 2719.674316
	Iteration 13Q: 3 clusters Score -542000.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -542030.187500 Penalty: 2719.674316
	Iteration 14Q: 3 clusters Score -542030.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -542061.687500 Penalty: 2719.674316
	Iteration 15Q: 3 clusters Score -542061.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -542094.312500 Penalty: 2719.674316
	Iteration 16Q: 3 clusters Score -542094.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -542133.062500 Penalty: 2719.674316
	Iteration 17Q: 3 clusters Score -542133.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -542167.875000 Penalty: 2719.674316
	Iteration 18Q: 3 clusters Score -542167.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -542206.500000 Penalty: 2719.674316
	Iteration 19Q: 3 clusters Score -542206.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -542241.000000 Penalty: 2719.674316
	Iteration 20F: 3 clusters Score -542241 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -542272.875000 Penalty: 2719.674316
	Iteration 21Q: 3 clusters Score -542272.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -542312.500000 Penalty: 2719.674316
	Iteration 22Q: 3 clusters Score -542312.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -542356.875000 Penalty: 2719.674316
	Iteration 23Q: 3 clusters Score -542356.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -542390.375000 Penalty: 2719.674316
	Iteration 24Q: 3 clusters Score -542390.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -542419.437500 Penalty: 2719.674316
	Iteration 25Q: 3 clusters Score -542419.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -542455.937500 Penalty: 2719.674316
	Iteration 26Q: 3 clusters Score -542455.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -542495.375000 Penalty: 2719.674316
	Iteration 27Q: 3 clusters Score -542495.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -542536.500000 Penalty: 2719.674316
	Iteration 28Q: 3 clusters Score -542536.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -542572.562500 Penalty: 2719.674316
	Iteration 29Q: 3 clusters Score -542572.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -542603.062500 Penalty: 2719.674316
	Iteration 30Q: 3 clusters Score -542603.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -542627.375000 Penalty: 2719.674316
	Iteration 31Q: 3 clusters Score -542627.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -542651.312500 Penalty: 2719.674316
	Iteration 32Q: 3 clusters Score -542651.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -542676.437500 Penalty: 2719.674316
	Iteration 33Q: 3 clusters Score -542676.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -542693.125000 Penalty: 2719.674316
	Iteration 34Q: 3 clusters Score -542693.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -542709.875000 Penalty: 2719.674316
	Iteration 35Q: 3 clusters Score -542709.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -542724.562500 Penalty: 2719.674316
	Iteration 36Q: 3 clusters Score -542724.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -542736.375000 Penalty: 2719.674316
	Iteration 37Q: 3 clusters Score -542736.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -542746.687500 Penalty: 2719.674316
	Iteration 38Q: 3 clusters Score -542746.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -542754.562500 Penalty: 2719.674316
	Iteration 39Q: 3 clusters Score -542754.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -542761.562500 Penalty: 2719.674316
	Iteration 40F: 3 clusters Score -542761.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -542765.125000 Penalty: 2719.674316
	Iteration 41Q: 3 clusters Score -542765.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -542766.625000 Penalty: 2719.674316
	Iteration 42Q: 3 clusters Score -542766.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -542769.937500 Penalty: 2719.674316
	Iteration 43Q: 3 clusters Score -542769.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -542769.875000 Penalty: 2719.674316
	Iteration 44Q: 3 clusters Score -542769.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -542770.875000 Penalty: 2719.674316
	Iteration 45Q: 3 clusters Score -542770.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -542770.875000 Penalty: 2719.674316
	Iteration 46F: 3 clusters Score -542770.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (3286 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Entering Unmasked Estep 
Score: -412124.281250 Penalty: 1315.831787
	Iteration 0F: 2 clusters Score -412124.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -409240.937500 Penalty: 2631.663574
	Iteration 0F: 3 clusters Score -409240.9 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -409862.437500 Penalty: 2631.663574
	Iteration 1F: 3 clusters Score -409862.4 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -410001.750000 Penalty: 2631.663574
	Iteration 2F: 3 clusters Score -410001.8 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -410115.062500 Penalty: 2631.663574
	Iteration 3F: 3 clusters Score -410115.1 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -410203.187500 Penalty: 2631.663574
	Iteration 4Q: 3 clusters Score -410203.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -410281.750000 Penalty: 2631.663574
	Iteration 5Q: 3 clusters Score -410281.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -410373.781250 Penalty: 2631.663574
	Iteration 6Q: 3 clusters Score -410373.8 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -410464.375000 Penalty: 2631.663574
	Iteration 7Q: 3 clusters Score -410464.4 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -410556.718750 Penalty: 2631.663574
	Iteration 8Q: 3 clusters Score -410556.7 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -410645.843750 Penalty: 2631.663574
	Iteration 9Q: 3 clusters Score -410645.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -410730.718750 Penalty: 2631.663574
	Iteration 10Q: 3 clusters Score -410730.7 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -410812.000000 Penalty: 2631.663574
	Iteration 11Q: 3 clusters Score -410812 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -410855.125000 Penalty: 2631.663574
	Iteration 12Q: 3 clusters Score -410855.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -410885.812500 Penalty: 2631.663574
	Iteration 13Q: 3 clusters Score -410885.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -410917.625000 Penalty: 2631.663574
	Iteration 14Q: 3 clusters Score -410917.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -410941.625000 Penalty: 2631.663574
	Iteration 15Q: 3 clusters Score -410941.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -410960.437500 Penalty: 2631.663574
	Iteration 16Q: 3 clusters Score -410960.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -410977.000000 Penalty: 2631.663574
	Iteration 17Q: 3 clusters Score -410977 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -410989.718750 Penalty: 2631.663574
	Iteration 18Q: 3 clusters Score -410989.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -410999.218750 Penalty: 2631.663574
	Iteration 19Q: 3 clusters Score -410999.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -411007.375000 Penalty: 2631.663574
	Iteration 20F: 3 clusters Score -411007.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -411013.031250 Penalty: 2631.663574
	Iteration 21Q: 3 clusters Score -411013 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -411018.406250 Penalty: 2631.663574
	Iteration 22Q: 3 clusters Score -411018.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -411022.281250 Penalty: 2631.663574
	Iteration 23Q: 3 clusters Score -411022.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -411023.000000 Penalty: 2631.663574
	Iteration 24Q: 3 clusters Score -411023 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -411027.875000 Penalty: 2631.663574
	Iteration 25Q: 3 clusters Score -411027.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -411031.093750 Penalty: 2631.663574
	Iteration 26Q: 3 clusters Score -411031.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -411031.906250 Penalty: 2631.663574
	Iteration 27Q: 3 clusters Score -411031.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -411034.375000 Penalty: 2631.663574
	Iteration 28Q: 3 clusters Score -411034.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -411036.656250 Penalty: 2631.663574
	Iteration 29Q: 3 clusters Score -411036.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -411037.093750 Penalty: 2631.663574
	Iteration 30Q: 3 clusters Score -411037.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -411036.656250 Penalty: 2631.663574
	Iteration 31Q: 3 clusters Score -411036.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -411037.656250 Penalty: 2631.663574
	Iteration 32Q: 3 clusters Score -411037.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -411037.656250 Penalty: 2631.663574
	Iteration 33F: 3 clusters Score -411037.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (4555 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Entering Unmasked Estep 
Score: -573462.875000 Penalty: 1368.896851
	Iteration 0F: 2 clusters Score -573462.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -569754.437500 Penalty: 2737.793701
	Iteration 0F: 3 clusters Score -569754.4 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -570816.687500 Penalty: 2737.793701
	Iteration 1F: 3 clusters Score -570816.7 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -571080.187500 Penalty: 2737.793701
	Iteration 2F: 3 clusters Score -571080.2 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -571264.812500 Penalty: 2737.793701
	Iteration 3F: 3 clusters Score -571264.8 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -571406.500000 Penalty: 2737.793701
	Iteration 4Q: 3 clusters Score -571406.5 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -571536.125000 Penalty: 2737.793701
	Iteration 5Q: 3 clusters Score -571536.1 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -571652.000000 Penalty: 2737.793701
	Iteration 6Q: 3 clusters Score -571652 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -571772.187500 Penalty: 2737.793701
	Iteration 7Q: 3 clusters Score -571772.2 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -571880.937500 Penalty: 2737.793701
	Iteration 8Q: 3 clusters Score -571880.9 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -571983.562500 Penalty: 2737.793701
	Iteration 9Q: 3 clusters Score -571983.6 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -572096.750000 Penalty: 2737.793701
	Iteration 10Q: 3 clusters Score -572096.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -572208.687500 Penalty: 2737.793701
	Iteration 11Q: 3 clusters Score -572208.7 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -572304.125000 Penalty: 2737.793701
	Iteration 12Q: 3 clusters Score -572304.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -572370.562500 Penalty: 2737.793701
	Iteration 13Q: 3 clusters Score -572370.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -572421.937500 Penalty: 2737.793701
	Iteration 14Q: 3 clusters Score -572421.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -572477.312500 Penalty: 2737.793701
	Iteration 15Q: 3 clusters Score -572477.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -572523.625000 Penalty: 2737.793701
	Iteration 16Q: 3 clusters Score -572523.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -572557.500000 Penalty: 2737.793701
	Iteration 17Q: 3 clusters Score -572557.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -572580.687500 Penalty: 2737.793701
	Iteration 18Q: 3 clusters Score -572580.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -572596.125000 Penalty: 2737.793701
	Iteration 19Q: 3 clusters Score -572596.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -572603.187500 Penalty: 2737.793701
	Iteration 20F: 3 clusters Score -572603.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -572609.125000 Penalty: 2737.793701
	Iteration 21Q: 3 clusters Score -572609.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -572610.625000 Penalty: 2737.793701
	Iteration 22Q: 3 clusters Score -572610.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -572612.000000 Penalty: 2737.793701
	Iteration 23Q: 3 clusters Score -572612 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -572613.250000 Penalty: 2737.793701
	Iteration 24Q: 3 clusters Score -572613.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -572615.062500 Penalty: 2737.793701
	Iteration 25Q: 3 clusters Score -572615.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -572615.312500 Penalty: 2737.793701
	Iteration 26Q: 3 clusters Score -572615.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -572615.812500 Penalty: 2737.793701
	Iteration 27Q: 3 clusters Score -572615.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -572616.562500 Penalty: 2737.793701
	Iteration 28Q: 3 clusters Score -572616.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -572616.562500 Penalty: 2737.793701
	Iteration 29F: 3 clusters Score -572616.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (4156 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Entering Unmasked Estep 
Score: -472894.312500 Penalty: 1354.000122
	Iteration 0F: 2 clusters Score -472894.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -469413.093750 Penalty: 2708.000244
	Iteration 0F: 3 clusters Score -469413.1 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -470483.375000 Penalty: 2708.000244
	Iteration 1F: 3 clusters Score -470483.4 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -470748.250000 Penalty: 2708.000244
	Iteration 2F: 3 clusters Score -470748.2 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -470929.031250 Penalty: 2708.000244
	Iteration 3F: 3 clusters Score -470929 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -471062.531250 Penalty: 2708.000244
	Iteration 4Q: 3 clusters Score -471062.5 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -471174.781250 Penalty: 2708.000244
	Iteration 5Q: 3 clusters Score -471174.8 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -471291.593750 Penalty: 2708.000244
	Iteration 6Q: 3 clusters Score -471291.6 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -471401.687500 Penalty: 2708.000244
	Iteration 7Q: 3 clusters Score -471401.7 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -471525.500000 Penalty: 2708.000244
	Iteration 8Q: 3 clusters Score -471525.5 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -471653.718750 Penalty: 2708.000244
	Iteration 9Q: 3 clusters Score -471653.7 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -471772.531250 Penalty: 2708.000244
	Iteration 10Q: 3 clusters Score -471772.5 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -471857.968750 Penalty: 2708.000244
	Iteration 11Q: 3 clusters Score -471858 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -471945.250000 Penalty: 2708.000244
	Iteration 12Q: 3 clusters Score -471945.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -472028.625000 Penalty: 2708.000244
	Iteration 13Q: 3 clusters Score -472028.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -472093.000000 Penalty: 2708.000244
	Iteration 14Q: 3 clusters Score -472093 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -472142.062500 Penalty: 2708.000244
	Iteration 15Q: 3 clusters Score -472142.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -472177.468750 Penalty: 2708.000244
	Iteration 16Q: 3 clusters Score -472177.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -472198.593750 Penalty: 2708.000244
	Iteration 17Q: 3 clusters Score -472198.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -472218.937500 Penalty: 2708.000244
	Iteration 18Q: 3 clusters Score -472218.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -472233.281250 Penalty: 2708.000244
	Iteration 19Q: 3 clusters Score -472233.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -472248.218750 Penalty: 2708.000244
	Iteration 20F: 3 clusters Score -472248.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -472263.750000 Penalty: 2708.000244
	Iteration 21Q: 3 clusters Score -472263.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -472280.593750 Penalty: 2708.000244
	Iteration 22Q: 3 clusters Score -472280.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -472295.562500 Penalty: 2708.000244
	Iteration 23Q: 3 clusters Score -472295.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -472302.562500 Penalty: 2708.000244
	Iteration 24Q: 3 clusters Score -472302.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -472312.343750 Penalty: 2708.000244
	Iteration 25Q: 3 clusters Score -472312.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -472319.937500 Penalty: 2708.000244
	Iteration 26Q: 3 clusters Score -472319.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -472325.968750 Penalty: 2708.000244
	Iteration 27Q: 3 clusters Score -472326 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -472330.875000 Penalty: 2708.000244
	Iteration 28Q: 3 clusters Score -472330.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -472335.500000 Penalty: 2708.000244
	Iteration 29Q: 3 clusters Score -472335.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -472338.531250 Penalty: 2708.000244
	Iteration 30Q: 3 clusters Score -472338.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -472340.031250 Penalty: 2708.000244
	Iteration 31Q: 3 clusters Score -472340 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -472342.281250 Penalty: 2708.000244
	Iteration 32Q: 3 clusters Score -472342.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -472343.218750 Penalty: 2708.000244
	Iteration 33Q: 3 clusters Score -472343.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -472343.375000 Penalty: 2708.000244
	Iteration 34Q: 3 clusters Score -472343.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -472345.906250 Penalty: 2708.000244
	Iteration 35Q: 3 clusters Score -472345.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -472345.781250 Penalty: 2708.000244
	Iteration 36Q: 3 clusters Score -472345.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -472346.781250 Penalty: 2708.000244
	Iteration 37Q: 3 clusters Score -472346.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -472349.625000 Penalty: 2708.000244
	Iteration 38Q: 3 clusters Score -472349.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -472350.406250 Penalty: 2708.000244
	Iteration 39Q: 3 clusters Score -472350.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -472351.562500 Penalty: 2708.000244
	Iteration 40F: 3 clusters Score -472351.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (25811 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25811 members 
Entering Unmasked Estep 
Score: -3311657.000000 Penalty: 1650.765381
	Iteration 0F: 2 clusters Score -3311657 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12928 members 
Mstep: Class 2 contains 12883 members 
Entering Unmasked Estep 
Score: -3294099.250000 Penalty: 3301.530762
	Iteration 0F: 3 clusters Score -3294099 nChanged 11940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13192 members 
Mstep: Class 2 contains 12619 members 
Entering Unmasked Estep 
Score: -3300720.750000 Penalty: 3301.530762
	Iteration 1F: 3 clusters Score -3300721 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13260 members 
Mstep: Class 2 contains 12551 members 
Entering Unmasked Estep 
Score: -3301166.500000 Penalty: 3301.530762
	Iteration 2Q: 3 clusters Score -3301166 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13383 members 
Mstep: Class 2 contains 12428 members 
Entering Unmasked Estep 
Score: -3301601.000000 Penalty: 3301.530762
	Iteration 3Q: 3 clusters Score -3301601 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13572 members 
Mstep: Class 2 contains 12239 members 
Entering Unmasked Estep 
Score: -3302046.250000 Penalty: 3301.530762
	Iteration 4Q: 3 clusters Score -3302046 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13829 members 
Mstep: Class 2 contains 11982 members 
Entering Unmasked Estep 
Score: -3302523.000000 Penalty: 3301.530762
	Iteration 5Q: 3 clusters Score -3302523 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14222 members 
Mstep: Class 2 contains 11589 members 
Entering Unmasked Estep 
Score: -3303026.250000 Penalty: 3301.530762
	Iteration 6Q: 3 clusters Score -3303026 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14746 members 
Mstep: Class 2 contains 11065 members 
Entering Unmasked Estep 
Score: -3303604.500000 Penalty: 3301.530762
	Iteration 7Q: 3 clusters Score -3303604 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15439 members 
Mstep: Class 2 contains 10372 members 
Entering Unmasked Estep 
Score: -3304293.750000 Penalty: 3301.530762
	Iteration 8Q: 3 clusters Score -3304294 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16258 members 
Mstep: Class 2 contains 9553 members 
Entering Unmasked Estep 
Score: -3305124.500000 Penalty: 3301.530762
	Iteration 9F: 3 clusters Score -3305124 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17106 members 
Mstep: Class 2 contains 8705 members 
Entering Unmasked Estep 
Score: -3306005.500000 Penalty: 3301.530762
	Iteration 10Q: 3 clusters Score -3306006 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17914 members 
Mstep: Class 2 contains 7897 members 
Entering Unmasked Estep 
Score: -3306832.000000 Penalty: 3301.530762
	Iteration 11Q: 3 clusters Score -3306832 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18639 members 
Mstep: Class 2 contains 7172 members 
Entering Unmasked Estep 
Score: -3307462.750000 Penalty: 3301.530762
	Iteration 12Q: 3 clusters Score -3307463 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19253 members 
Mstep: Class 2 contains 6558 members 
Entering Unmasked Estep 
Score: -3307949.750000 Penalty: 3301.530762
	Iteration 13Q: 3 clusters Score -3307950 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19789 members 
Mstep: Class 2 contains 6022 members 
Entering Unmasked Estep 
Score: -3308343.250000 Penalty: 3301.530762
	Iteration 14Q: 3 clusters Score -3308343 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20259 members 
Mstep: Class 2 contains 5552 members 
Entering Unmasked Estep 
Score: -3308615.000000 Penalty: 3301.530762
	Iteration 15Q: 3 clusters Score -3308615 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20663 members 
Mstep: Class 2 contains 5148 members 
Entering Unmasked Estep 
Score: -3308833.000000 Penalty: 3301.530762
	Iteration 16Q: 3 clusters Score -3308833 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21007 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -3308982.500000 Penalty: 3301.530762
	Iteration 17Q: 3 clusters Score -3308982 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21324 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -3309098.750000 Penalty: 3301.530762
	Iteration 18Q: 3 clusters Score -3309099 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21619 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -3309204.500000 Penalty: 3301.530762
	Iteration 19Q: 3 clusters Score -3309204 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21906 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -3309331.500000 Penalty: 3301.530762
	Iteration 20F: 3 clusters Score -3309332 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22186 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -3309444.000000 Penalty: 3301.530762
	Iteration 21Q: 3 clusters Score -3309444 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22470 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -3309576.250000 Penalty: 3301.530762
	Iteration 22Q: 3 clusters Score -3309576 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22744 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -3309703.500000 Penalty: 3301.530762
	Iteration 23Q: 3 clusters Score -3309704 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23013 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -3309851.000000 Penalty: 3301.530762
	Iteration 24Q: 3 clusters Score -3309851 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23255 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -3309987.750000 Penalty: 3301.530762
	Iteration 25Q: 3 clusters Score -3309988 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23485 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -3310112.250000 Penalty: 3301.530762
	Iteration 26Q: 3 clusters Score -3310112 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23684 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -3310203.500000 Penalty: 3301.530762
	Iteration 27Q: 3 clusters Score -3310204 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23839 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -3310287.500000 Penalty: 3301.530762
	Iteration 28Q: 3 clusters Score -3310288 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23980 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -3310349.750000 Penalty: 3301.530762
	Iteration 29Q: 3 clusters Score -3310350 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24111 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -3310418.000000 Penalty: 3301.530762
	Iteration 30Q: 3 clusters Score -3310418 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24232 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -3310485.500000 Penalty: 3301.530762
	Iteration 31Q: 3 clusters Score -3310486 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24337 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -3310532.000000 Penalty: 3301.530762
	Iteration 32Q: 3 clusters Score -3310532 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24404 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -3310568.750000 Penalty: 3301.530762
	Iteration 33Q: 3 clusters Score -3310569 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24466 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -3310601.500000 Penalty: 3301.530762
	Iteration 34Q: 3 clusters Score -3310602 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24522 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -3310626.000000 Penalty: 3301.530762
	Iteration 35Q: 3 clusters Score -3310626 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24580 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -3310661.500000 Penalty: 3301.530762
	Iteration 36Q: 3 clusters Score -3310662 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24631 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -3310670.250000 Penalty: 3301.530762
	Iteration 37Q: 3 clusters Score -3310670 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24677 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -3310689.250000 Penalty: 3301.530762
	Iteration 38Q: 3 clusters Score -3310689 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24714 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -3310702.500000 Penalty: 3301.530762
	Iteration 39Q: 3 clusters Score -3310702 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24742 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -3310709.250000 Penalty: 3301.530762
	Iteration 40F: 3 clusters Score -3310709 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24772 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -3310729.750000 Penalty: 3301.530762
	Iteration 41Q: 3 clusters Score -3310730 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24799 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -3310741.500000 Penalty: 3301.530762
	Iteration 42Q: 3 clusters Score -3310742 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24823 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -3310745.000000 Penalty: 3301.530762
	Iteration 43Q: 3 clusters Score -3310745 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24835 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -3310754.500000 Penalty: 3301.530762
	Iteration 44Q: 3 clusters Score -3310754 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24848 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -3310755.000000 Penalty: 3301.530762
	Iteration 45Q: 3 clusters Score -3310755 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24869 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -3310762.500000 Penalty: 3301.530762
	Iteration 46Q: 3 clusters Score -3310762 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24898 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -3310783.250000 Penalty: 3301.530762
	Iteration 47Q: 3 clusters Score -3310783 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24926 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -3310802.000000 Penalty: 3301.530762
	Iteration 48Q: 3 clusters Score -3310802 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24945 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -3310810.750000 Penalty: 3301.530762
	Iteration 49Q: 3 clusters Score -3310811 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24957 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -3310809.000000 Penalty: 3301.530762
	Iteration 50Q: 3 clusters Score -3310809 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24960 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -3310808.750000 Penalty: 3301.530762
	Iteration 51Q: 3 clusters Score -3310809 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24961 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -3310809.000000 Penalty: 3301.530762
	Iteration 52Q: 3 clusters Score -3310809 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24961 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -3310809.000000 Penalty: 3301.530762
	Iteration 53F: 3 clusters Score -3310809 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (818 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Entering Unmasked Estep 
Score: -102970.804688 Penalty: 1089.865112
	Iteration 0F: 2 clusters Score -102970.8 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 404 members 
Entering Unmasked Estep 
Score: -101641.070312 Penalty: 2179.730225
	Iteration 0F: 3 clusters Score -101641.1 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -101835.914062 Penalty: 2179.730225
	Iteration 1F: 3 clusters Score -101835.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -101900.960938 Penalty: 2179.730225
	Iteration 2F: 3 clusters Score -101901 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -101940.914062 Penalty: 2179.730225
	Iteration 3Q: 3 clusters Score -101940.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -101955.992188 Penalty: 2179.730225
	Iteration 4Q: 3 clusters Score -101956 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -101967.281250 Penalty: 2179.730225
	Iteration 5Q: 3 clusters Score -101967.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -101977.765625 Penalty: 2179.730225
	Iteration 6Q: 3 clusters Score -101977.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -101985.132812 Penalty: 2179.730225
	Iteration 7Q: 3 clusters Score -101985.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -101988.164062 Penalty: 2179.730225
	Iteration 8Q: 3 clusters Score -101988.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -101991.820312 Penalty: 2179.730225
	Iteration 9Q: 3 clusters Score -101991.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -101993.117188 Penalty: 2179.730225
	Iteration 10Q: 3 clusters Score -101993.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -101994.851562 Penalty: 2179.730225
	Iteration 11Q: 3 clusters Score -101994.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -101995.273438 Penalty: 2179.730225
	Iteration 12Q: 3 clusters Score -101995.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -101996.648438 Penalty: 2179.730225
	Iteration 13Q: 3 clusters Score -101996.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -101996.648438 Penalty: 2179.730225
	Iteration 14F: 3 clusters Score -101996.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (3229 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Entering Unmasked Estep 
Score: -404620.062500 Penalty: 1312.988159
	Iteration 0F: 2 clusters Score -404620.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -401714.875000 Penalty: 2625.976318
	Iteration 0F: 3 clusters Score -401714.9 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -402406.531250 Penalty: 2625.976318
	Iteration 1F: 3 clusters Score -402406.5 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -402544.093750 Penalty: 2625.976318
	Iteration 2F: 3 clusters Score -402544.1 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -402632.375000 Penalty: 2625.976318
	Iteration 3F: 3 clusters Score -402632.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -402695.031250 Penalty: 2625.976318
	Iteration 4Q: 3 clusters Score -402695 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -402751.625000 Penalty: 2625.976318
	Iteration 5Q: 3 clusters Score -402751.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -402794.312500 Penalty: 2625.976318
	Iteration 6Q: 3 clusters Score -402794.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -402829.531250 Penalty: 2625.976318
	Iteration 7Q: 3 clusters Score -402829.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -402861.937500 Penalty: 2625.976318
	Iteration 8Q: 3 clusters Score -402861.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -402892.562500 Penalty: 2625.976318
	Iteration 9Q: 3 clusters Score -402892.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -402915.718750 Penalty: 2625.976318
	Iteration 10Q: 3 clusters Score -402915.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -402930.875000 Penalty: 2625.976318
	Iteration 11Q: 3 clusters Score -402930.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -402938.281250 Penalty: 2625.976318
	Iteration 12Q: 3 clusters Score -402938.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -402945.843750 Penalty: 2625.976318
	Iteration 13Q: 3 clusters Score -402945.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -402951.406250 Penalty: 2625.976318
	Iteration 14Q: 3 clusters Score -402951.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -402959.437500 Penalty: 2625.976318
	Iteration 15Q: 3 clusters Score -402959.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -402963.093750 Penalty: 2625.976318
	Iteration 16Q: 3 clusters Score -402963.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -402972.593750 Penalty: 2625.976318
	Iteration 17Q: 3 clusters Score -402972.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -402983.281250 Penalty: 2625.976318
	Iteration 18Q: 3 clusters Score -402983.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -402994.125000 Penalty: 2625.976318
	Iteration 19Q: 3 clusters Score -402994.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -403010.656250 Penalty: 2625.976318
	Iteration 20F: 3 clusters Score -403010.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -403019.562500 Penalty: 2625.976318
	Iteration 21Q: 3 clusters Score -403019.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -403027.031250 Penalty: 2625.976318
	Iteration 22Q: 3 clusters Score -403027 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -403034.718750 Penalty: 2625.976318
	Iteration 23Q: 3 clusters Score -403034.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -403040.531250 Penalty: 2625.976318
	Iteration 24Q: 3 clusters Score -403040.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -403048.812500 Penalty: 2625.976318
	Iteration 25Q: 3 clusters Score -403048.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -403054.468750 Penalty: 2625.976318
	Iteration 26Q: 3 clusters Score -403054.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -403061.718750 Penalty: 2625.976318
	Iteration 27Q: 3 clusters Score -403061.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -403069.343750 Penalty: 2625.976318
	Iteration 28Q: 3 clusters Score -403069.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -403076.375000 Penalty: 2625.976318
	Iteration 29Q: 3 clusters Score -403076.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -403086.062500 Penalty: 2625.976318
	Iteration 30Q: 3 clusters Score -403086.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -403094.468750 Penalty: 2625.976318
	Iteration 31Q: 3 clusters Score -403094.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -403100.937500 Penalty: 2625.976318
	Iteration 32Q: 3 clusters Score -403100.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -403110.062500 Penalty: 2625.976318
	Iteration 33Q: 3 clusters Score -403110.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -403115.718750 Penalty: 2625.976318
	Iteration 34Q: 3 clusters Score -403115.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -403119.062500 Penalty: 2625.976318
	Iteration 35Q: 3 clusters Score -403119.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -403130.062500 Penalty: 2625.976318
	Iteration 36Q: 3 clusters Score -403130.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -403151.218750 Penalty: 2625.976318
	Iteration 37Q: 3 clusters Score -403151.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -403174.531250 Penalty: 2625.976318
	Iteration 38Q: 3 clusters Score -403174.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -403202.687500 Penalty: 2625.976318
	Iteration 39Q: 3 clusters Score -403202.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -403222.312500 Penalty: 2625.976318
	Iteration 40F: 3 clusters Score -403222.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -403239.687500 Penalty: 2625.976318
	Iteration 41Q: 3 clusters Score -403239.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -403255.531250 Penalty: 2625.976318
	Iteration 42Q: 3 clusters Score -403255.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -403268.968750 Penalty: 2625.976318
	Iteration 43Q: 3 clusters Score -403269 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -403286.625000 Penalty: 2625.976318
	Iteration 44Q: 3 clusters Score -403286.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -403305.531250 Penalty: 2625.976318
	Iteration 45Q: 3 clusters Score -403305.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -403318.687500 Penalty: 2625.976318
	Iteration 46Q: 3 clusters Score -403318.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -403336.562500 Penalty: 2625.976318
	Iteration 47Q: 3 clusters Score -403336.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -403350.531250 Penalty: 2625.976318
	Iteration 48Q: 3 clusters Score -403350.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -403362.625000 Penalty: 2625.976318
	Iteration 49Q: 3 clusters Score -403362.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -403376.625000 Penalty: 2625.976318
	Iteration 50Q: 3 clusters Score -403376.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -403384.312500 Penalty: 2625.976318
	Iteration 51Q: 3 clusters Score -403384.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -403393.656250 Penalty: 2625.976318
	Iteration 52Q: 3 clusters Score -403393.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -403400.343750 Penalty: 2625.976318
	Iteration 53Q: 3 clusters Score -403400.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -403404.750000 Penalty: 2625.976318
	Iteration 54Q: 3 clusters Score -403404.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -403409.343750 Penalty: 2625.976318
	Iteration 55Q: 3 clusters Score -403409.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -403412.250000 Penalty: 2625.976318
	Iteration 56Q: 3 clusters Score -403412.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -403413.875000 Penalty: 2625.976318
	Iteration 57Q: 3 clusters Score -403413.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -403417.281250 Penalty: 2625.976318
	Iteration 58Q: 3 clusters Score -403417.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -403419.906250 Penalty: 2625.976318
	Iteration 59Q: 3 clusters Score -403419.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -403422.500000 Penalty: 2625.976318
	Iteration 60F: 3 clusters Score -403422.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -403426.843750 Penalty: 2625.976318
	Iteration 61Q: 3 clusters Score -403426.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -403431.000000 Penalty: 2625.976318
	Iteration 62Q: 3 clusters Score -403431 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -403431.718750 Penalty: 2625.976318
	Iteration 63Q: 3 clusters Score -403431.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -403433.281250 Penalty: 2625.976318
	Iteration 64Q: 3 clusters Score -403433.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -403434.406250 Penalty: 2625.976318
	Iteration 65Q: 3 clusters Score -403434.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -403437.562500 Penalty: 2625.976318
	Iteration 66Q: 3 clusters Score -403437.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -403441.218750 Penalty: 2625.976318
	Iteration 67Q: 3 clusters Score -403441.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -403442.125000 Penalty: 2625.976318
	Iteration 68Q: 3 clusters Score -403442.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -403442.125000 Penalty: 2625.976318
	Iteration 69F: 3 clusters Score -403442.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (22286 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22286 members 
Entering Unmasked Estep 
Score: -2840361.000000 Penalty: 1626.903564
	Iteration 0F: 2 clusters Score -2840361 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11067 members 
Mstep: Class 2 contains 11219 members 
Entering Unmasked Estep 
Score: -2825229.750000 Penalty: 3253.807129
	Iteration 0F: 3 clusters Score -2825230 nChanged 10093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10772 members 
Mstep: Class 2 contains 11514 members 
Entering Unmasked Estep 
Score: -2830849.000000 Penalty: 3253.807129
	Iteration 1F: 3 clusters Score -2830849 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10526 members 
Mstep: Class 2 contains 11760 members 
Entering Unmasked Estep 
Score: -2831218.500000 Penalty: 3253.807129
	Iteration 2Q: 3 clusters Score -2831218 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10144 members 
Mstep: Class 2 contains 12142 members 
Entering Unmasked Estep 
Score: -2831615.250000 Penalty: 3253.807129
	Iteration 3Q: 3 clusters Score -2831615 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9594 members 
Mstep: Class 2 contains 12692 members 
Entering Unmasked Estep 
Score: -2832078.750000 Penalty: 3253.807129
	Iteration 4Q: 3 clusters Score -2832079 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8804 members 
Mstep: Class 2 contains 13482 members 
Entering Unmasked Estep 
Score: -2832780.750000 Penalty: 3253.807129
	Iteration 5F: 3 clusters Score -2832781 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7838 members 
Mstep: Class 2 contains 14448 members 
Entering Unmasked Estep 
Score: -2833681.250000 Penalty: 3253.807129
	Iteration 6F: 3 clusters Score -2833681 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6796 members 
Mstep: Class 2 contains 15490 members 
Entering Unmasked Estep 
Score: -2834717.000000 Penalty: 3253.807129
	Iteration 7F: 3 clusters Score -2834717 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5758 members 
Mstep: Class 2 contains 16528 members 
Entering Unmasked Estep 
Score: -2835789.500000 Penalty: 3253.807129
	Iteration 8F: 3 clusters Score -2835790 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 17374 members 
Entering Unmasked Estep 
Score: -2836659.750000 Penalty: 3253.807129
	Iteration 9Q: 3 clusters Score -2836660 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 18032 members 
Entering Unmasked Estep 
Score: -2837314.500000 Penalty: 3253.807129
	Iteration 10Q: 3 clusters Score -2837314 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 18571 members 
Entering Unmasked Estep 
Score: -2837816.000000 Penalty: 3253.807129
	Iteration 11Q: 3 clusters Score -2837816 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 18989 members 
Entering Unmasked Estep 
Score: -2838155.750000 Penalty: 3253.807129
	Iteration 12Q: 3 clusters Score -2838156 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 19325 members 
Entering Unmasked Estep 
Score: -2838420.750000 Penalty: 3253.807129
	Iteration 13Q: 3 clusters Score -2838421 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 19579 members 
Entering Unmasked Estep 
Score: -2838631.500000 Penalty: 3253.807129
	Iteration 14Q: 3 clusters Score -2838632 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 19770 members 
Entering Unmasked Estep 
Score: -2838765.500000 Penalty: 3253.807129
	Iteration 15Q: 3 clusters Score -2838766 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 19896 members 
Entering Unmasked Estep 
Score: -2838836.500000 Penalty: 3253.807129
	Iteration 16Q: 3 clusters Score -2838836 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 19994 members 
Entering Unmasked Estep 
Score: -2838887.500000 Penalty: 3253.807129
	Iteration 17Q: 3 clusters Score -2838888 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 20073 members 
Entering Unmasked Estep 
Score: -2838936.250000 Penalty: 3253.807129
	Iteration 18Q: 3 clusters Score -2838936 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 20145 members 
Entering Unmasked Estep 
Score: -2838978.250000 Penalty: 3253.807129
	Iteration 19Q: 3 clusters Score -2838978 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 20218 members 
Entering Unmasked Estep 
Score: -2839011.000000 Penalty: 3253.807129
	Iteration 20F: 3 clusters Score -2839011 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 20268 members 
Entering Unmasked Estep 
Score: -2839034.000000 Penalty: 3253.807129
	Iteration 21Q: 3 clusters Score -2839034 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 20306 members 
Entering Unmasked Estep 
Score: -2839044.750000 Penalty: 3253.807129
	Iteration 22Q: 3 clusters Score -2839045 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 20337 members 
Entering Unmasked Estep 
Score: -2839050.500000 Penalty: 3253.807129
	Iteration 23Q: 3 clusters Score -2839050 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 20363 members 
Entering Unmasked Estep 
Score: -2839059.750000 Penalty: 3253.807129
	Iteration 24Q: 3 clusters Score -2839060 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 20390 members 
Entering Unmasked Estep 
Score: -2839058.250000 Penalty: 3253.807129
	Iteration 25Q: 3 clusters Score -2839058 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 20420 members 
Entering Unmasked Estep 
Score: -2839066.750000 Penalty: 3253.807129
	Iteration 26Q: 3 clusters Score -2839067 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 20447 members 
Entering Unmasked Estep 
Score: -2839080.500000 Penalty: 3253.807129
	Iteration 27Q: 3 clusters Score -2839080 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 20472 members 
Entering Unmasked Estep 
Score: -2839089.250000 Penalty: 3253.807129
	Iteration 28Q: 3 clusters Score -2839089 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 20490 members 
Entering Unmasked Estep 
Score: -2839093.500000 Penalty: 3253.807129
	Iteration 29Q: 3 clusters Score -2839094 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 20520 members 
Entering Unmasked Estep 
Score: -2839100.750000 Penalty: 3253.807129
	Iteration 30Q: 3 clusters Score -2839101 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 20537 members 
Entering Unmasked Estep 
Score: -2839104.500000 Penalty: 3253.807129
	Iteration 31Q: 3 clusters Score -2839104 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 20559 members 
Entering Unmasked Estep 
Score: -2839103.500000 Penalty: 3253.807129
	Iteration 32Q: 3 clusters Score -2839104 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 20585 members 
Entering Unmasked Estep 
Score: -2839101.500000 Penalty: 3253.807129
	Iteration 33Q: 3 clusters Score -2839102 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 20609 members 
Entering Unmasked Estep 
Score: -2839110.250000 Penalty: 3253.807129
	Iteration 34Q: 3 clusters Score -2839110 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 20631 members 
Entering Unmasked Estep 
Score: -2839113.750000 Penalty: 3253.807129
	Iteration 35Q: 3 clusters Score -2839114 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 20642 members 
Entering Unmasked Estep 
Score: -2839115.500000 Penalty: 3253.807129
	Iteration 36Q: 3 clusters Score -2839116 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 20650 members 
Entering Unmasked Estep 
Score: -2839117.500000 Penalty: 3253.807129
	Iteration 37Q: 3 clusters Score -2839118 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 20657 members 
Entering Unmasked Estep 
Score: -2839115.500000 Penalty: 3253.807129
	Iteration 38Q: 3 clusters Score -2839116 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 20664 members 
Entering Unmasked Estep 
Score: -2839116.250000 Penalty: 3253.807129
	Iteration 39Q: 3 clusters Score -2839116 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 20669 members 
Entering Unmasked Estep 
Score: -2839121.000000 Penalty: 3253.807129
	Iteration 40F: 3 clusters Score -2839121 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 20671 members 
Entering Unmasked Estep 
Score: -2839120.500000 Penalty: 3253.807129
	Iteration 41Q: 3 clusters Score -2839120 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 20678 members 
Entering Unmasked Estep 
Score: -2839119.500000 Penalty: 3253.807129
	Iteration 42Q: 3 clusters Score -2839120 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 20683 members 
Entering Unmasked Estep 
Score: -2839120.500000 Penalty: 3253.807129
	Iteration 43Q: 3 clusters Score -2839120 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 20685 members 
Entering Unmasked Estep 
Score: -2839121.500000 Penalty: 3253.807129
	Iteration 44Q: 3 clusters Score -2839122 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 20688 members 
Entering Unmasked Estep 
Score: -2839122.250000 Penalty: 3253.807129
	Iteration 45Q: 3 clusters Score -2839122 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 20692 members 
Entering Unmasked Estep 
Score: -2839122.000000 Penalty: 3253.807129
	Iteration 46Q: 3 clusters Score -2839122 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 20696 members 
Entering Unmasked Estep 
Score: -2839124.250000 Penalty: 3253.807129
	Iteration 47Q: 3 clusters Score -2839124 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 20702 members 
Entering Unmasked Estep 
Score: -2839126.750000 Penalty: 3253.807129
	Iteration 48Q: 3 clusters Score -2839127 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 20706 members 
Entering Unmasked Estep 
Score: -2839127.750000 Penalty: 3253.807129
	Iteration 49Q: 3 clusters Score -2839128 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 20714 members 
Entering Unmasked Estep 
Score: -2839133.250000 Penalty: 3253.807129
	Iteration 50Q: 3 clusters Score -2839133 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 20719 members 
Entering Unmasked Estep 
Score: -2839133.000000 Penalty: 3253.807129
	Iteration 51Q: 3 clusters Score -2839133 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 20722 members 
Entering Unmasked Estep 
Score: -2839133.500000 Penalty: 3253.807129
	Iteration 52Q: 3 clusters Score -2839134 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 20724 members 
Entering Unmasked Estep 
Score: -2839133.000000 Penalty: 3253.807129
	Iteration 53Q: 3 clusters Score -2839133 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 20725 members 
Entering Unmasked Estep 
Score: -2839131.500000 Penalty: 3253.807129
	Iteration 54Q: 3 clusters Score -2839132 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 20727 members 
Entering Unmasked Estep 
Score: -2839133.250000 Penalty: 3253.807129
	Iteration 55Q: 3 clusters Score -2839133 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 20729 members 
Entering Unmasked Estep 
Score: -2839134.500000 Penalty: 3253.807129
	Iteration 56Q: 3 clusters Score -2839134 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 20732 members 
Entering Unmasked Estep 
Score: -2839136.250000 Penalty: 3253.807129
	Iteration 57Q: 3 clusters Score -2839136 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 20733 members 
Entering Unmasked Estep 
Score: -2839134.000000 Penalty: 3253.807129
	Iteration 58Q: 3 clusters Score -2839134 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 20738 members 
Entering Unmasked Estep 
Score: -2839133.750000 Penalty: 3253.807129
	Iteration 59Q: 3 clusters Score -2839134 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 20742 members 
Entering Unmasked Estep 
Score: -2839140.000000 Penalty: 3253.807129
	Iteration 60F: 3 clusters Score -2839140 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 20744 members 
Entering Unmasked Estep 
Score: -2839141.000000 Penalty: 3253.807129
	Iteration 61Q: 3 clusters Score -2839141 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 20746 members 
Entering Unmasked Estep 
Score: -2839140.750000 Penalty: 3253.807129
	Iteration 62Q: 3 clusters Score -2839141 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 20746 members 
Entering Unmasked Estep 
Score: -2839140.750000 Penalty: 3253.807129
	Iteration 63Q: 3 clusters Score -2839141 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 20747 members 
Entering Unmasked Estep 
Score: -2839143.000000 Penalty: 3253.807129
	Iteration 64Q: 3 clusters Score -2839143 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 20747 members 
Entering Unmasked Estep 
Score: -2839143.000000 Penalty: 3253.807129
	Iteration 65F: 3 clusters Score -2839143 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (3962 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Entering Unmasked Estep 
Score: -515199.468750 Penalty: 1346.231934
	Iteration 0F: 2 clusters Score -515199.5 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 1976 members 
Entering Unmasked Estep 
Score: -511895.906250 Penalty: 2692.463867
	Iteration 0F: 3 clusters Score -511895.9 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -512755.031250 Penalty: 2692.463867
	Iteration 1F: 3 clusters Score -512755 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -512907.437500 Penalty: 2692.463867
	Iteration 2F: 3 clusters Score -512907.4 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -512977.750000 Penalty: 2692.463867
	Iteration 3Q: 3 clusters Score -512977.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -513022.656250 Penalty: 2692.463867
	Iteration 4Q: 3 clusters Score -513022.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -513063.093750 Penalty: 2692.463867
	Iteration 5Q: 3 clusters Score -513063.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -513098.437500 Penalty: 2692.463867
	Iteration 6Q: 3 clusters Score -513098.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -513130.187500 Penalty: 2692.463867
	Iteration 7Q: 3 clusters Score -513130.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -513155.093750 Penalty: 2692.463867
	Iteration 8Q: 3 clusters Score -513155.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -513182.656250 Penalty: 2692.463867
	Iteration 9Q: 3 clusters Score -513182.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -513213.843750 Penalty: 2692.463867
	Iteration 10Q: 3 clusters Score -513213.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -513245.562500 Penalty: 2692.463867
	Iteration 11Q: 3 clusters Score -513245.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -513276.250000 Penalty: 2692.463867
	Iteration 12Q: 3 clusters Score -513276.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -513301.562500 Penalty: 2692.463867
	Iteration 13Q: 3 clusters Score -513301.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -513328.656250 Penalty: 2692.463867
	Iteration 14Q: 3 clusters Score -513328.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -513350.812500 Penalty: 2692.463867
	Iteration 15Q: 3 clusters Score -513350.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -513371.343750 Penalty: 2692.463867
	Iteration 16Q: 3 clusters Score -513371.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -513399.843750 Penalty: 2692.463867
	Iteration 17Q: 3 clusters Score -513399.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -513440.031250 Penalty: 2692.463867
	Iteration 18Q: 3 clusters Score -513440 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -513477.718750 Penalty: 2692.463867
	Iteration 19Q: 3 clusters Score -513477.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -513517.843750 Penalty: 2692.463867
	Iteration 20F: 3 clusters Score -513517.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -513554.250000 Penalty: 2692.463867
	Iteration 21Q: 3 clusters Score -513554.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -513588.593750 Penalty: 2692.463867
	Iteration 22Q: 3 clusters Score -513588.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -513626.687500 Penalty: 2692.463867
	Iteration 23Q: 3 clusters Score -513626.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -513665.000000 Penalty: 2692.463867
	Iteration 24Q: 3 clusters Score -513665 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -513702.500000 Penalty: 2692.463867
	Iteration 25Q: 3 clusters Score -513702.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -513729.500000 Penalty: 2692.463867
	Iteration 26Q: 3 clusters Score -513729.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -513759.375000 Penalty: 2692.463867
	Iteration 27Q: 3 clusters Score -513759.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -513786.781250 Penalty: 2692.463867
	Iteration 28Q: 3 clusters Score -513786.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -513803.000000 Penalty: 2692.463867
	Iteration 29Q: 3 clusters Score -513803 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -513821.906250 Penalty: 2692.463867
	Iteration 30Q: 3 clusters Score -513821.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -513839.187500 Penalty: 2692.463867
	Iteration 31Q: 3 clusters Score -513839.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -513853.062500 Penalty: 2692.463867
	Iteration 32Q: 3 clusters Score -513853.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -513863.281250 Penalty: 2692.463867
	Iteration 33Q: 3 clusters Score -513863.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -513875.250000 Penalty: 2692.463867
	Iteration 34Q: 3 clusters Score -513875.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -513886.125000 Penalty: 2692.463867
	Iteration 35Q: 3 clusters Score -513886.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -513892.187500 Penalty: 2692.463867
	Iteration 36Q: 3 clusters Score -513892.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -513897.843750 Penalty: 2692.463867
	Iteration 37Q: 3 clusters Score -513897.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -513905.625000 Penalty: 2692.463867
	Iteration 38Q: 3 clusters Score -513905.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -513912.281250 Penalty: 2692.463867
	Iteration 39Q: 3 clusters Score -513912.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -513920.156250 Penalty: 2692.463867
	Iteration 40F: 3 clusters Score -513920.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -513928.562500 Penalty: 2692.463867
	Iteration 41Q: 3 clusters Score -513928.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -513940.937500 Penalty: 2692.463867
	Iteration 42Q: 3 clusters Score -513940.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -513954.343750 Penalty: 2692.463867
	Iteration 43Q: 3 clusters Score -513954.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -513967.625000 Penalty: 2692.463867
	Iteration 44Q: 3 clusters Score -513967.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -513981.625000 Penalty: 2692.463867
	Iteration 45Q: 3 clusters Score -513981.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -513991.437500 Penalty: 2692.463867
	Iteration 46Q: 3 clusters Score -513991.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -513997.093750 Penalty: 2692.463867
	Iteration 47Q: 3 clusters Score -513997.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -514001.937500 Penalty: 2692.463867
	Iteration 48Q: 3 clusters Score -514001.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -514009.937500 Penalty: 2692.463867
	Iteration 49Q: 3 clusters Score -514009.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -514024.406250 Penalty: 2692.463867
	Iteration 50Q: 3 clusters Score -514024.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -514033.937500 Penalty: 2692.463867
	Iteration 51Q: 3 clusters Score -514033.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -514038.750000 Penalty: 2692.463867
	Iteration 52Q: 3 clusters Score -514038.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -514041.531250 Penalty: 2692.463867
	Iteration 53Q: 3 clusters Score -514041.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -514043.093750 Penalty: 2692.463867
	Iteration 54Q: 3 clusters Score -514043.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -514043.875000 Penalty: 2692.463867
	Iteration 55Q: 3 clusters Score -514043.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -514043.875000 Penalty: 2692.463867
	Iteration 56F: 3 clusters Score -514043.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 47722 members 
Mstep: Class 2 contains 5048 members 
Mstep: Class 3 contains 2089 members 
Mstep: Class 4 contains 3293 members 
Mstep: Class 5 contains 14516 members 
Mstep: Class 6 contains 1279 members 
Mstep: Class 7 contains 476 members 
Mstep: Class 8 contains 10190 members 
Mstep: Class 9 contains 25822 members 
Mstep: Class 10 contains 33141 members 
Mstep: Class 11 contains 2163 members 
Mstep: Class 12 contains 73133 members 
Mstep: Class 13 contains 18140 members 
Mstep: Class 14 contains 142721 members 
Mstep: Class 15 contains 2479 members 
Mstep: Class 16 contains 17980 members 
Mstep: Class 17 contains 9548 members 
Mstep: Class 18 contains 20877 members 
Mstep: Class 19 contains 34748 members 
Mstep: Class 20 contains 5697 members 
Mstep: Class 21 contains 11896 members 
Mstep: Class 22 contains 2984 members 
Mstep: Class 23 contains 21866 members 
Mstep: Class 24 contains 39337 members 
Mstep: Class 25 contains 7912 members 
Mstep: Class 26 contains 3859 members 
Mstep: Class 27 contains 2339 members 
Mstep: Class 28 contains 23224 members 
Mstep: Class 29 contains 411 members 
Mstep: Class 30 contains 3798 members 
Mstep: Class 31 contains 12571 members 
Mstep: Class 32 contains 13694 members 
Mstep: Class 33 contains 8162 members 
Mstep: Class 34 contains 13804 members 
Mstep: Class 35 contains 2404 members 
Mstep: Class 36 contains 11701 members 
Mstep: Class 37 contains 3939 members 
Mstep: Class 38 contains 10098 members 
Mstep: Class 39 contains 38237 members 
Mstep: Class 40 contains 18785 members 
Mstep: Class 41 contains 1389 members 
Mstep: Class 42 contains 24698 members 
Mstep: Class 43 contains 4308 members 
Mstep: Class 44 contains 3286 members 
Mstep: Class 45 contains 4555 members 
Mstep: Class 46 contains 4156 members 
Mstep: Class 47 contains 25811 members 
Mstep: Class 48 contains 818 members 
Mstep: Class 49 contains 3229 members 
Mstep: Class 50 contains 22286 members 
Mstep: Class 51 contains 3962 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100308392.000000 Penalty: 112857.750000
Iteration 319Q: 52 clusters Score -1.003084e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 47722 members 
Mstep: Class 2 contains 5048 members 
Mstep: Class 3 contains 2089 members 
Mstep: Class 4 contains 3293 members 
Mstep: Class 5 contains 14516 members 
Mstep: Class 6 contains 1279 members 
Mstep: Class 7 contains 476 members 
Mstep: Class 8 contains 10189 members 
Mstep: Class 9 contains 25822 members 
Mstep: Class 10 contains 33141 members 
Mstep: Class 11 contains 2163 members 
Mstep: Class 12 contains 73133 members 
Mstep: Class 13 contains 18140 members 
Mstep: Class 14 contains 142721 members 
Mstep: Class 15 contains 2479 members 
Mstep: Class 16 contains 17980 members 
Mstep: Class 17 contains 9548 members 
Mstep: Class 18 contains 20877 members 
Mstep: Class 19 contains 34748 members 
Mstep: Class 20 contains 5697 members 
Mstep: Class 21 contains 11896 members 
Mstep: Class 22 contains 2984 members 
Mstep: Class 23 contains 21866 members 
Mstep: Class 24 contains 39337 members 
Mstep: Class 25 contains 7912 members 
Mstep: Class 26 contains 3859 members 
Mstep: Class 27 contains 2339 members 
Mstep: Class 28 contains 23224 members 
Mstep: Class 29 contains 411 members 
Mstep: Class 30 contains 3798 members 
Mstep: Class 31 contains 12571 members 
Mstep: Class 32 contains 13694 members 
Mstep: Class 33 contains 8162 members 
Mstep: Class 34 contains 13804 members 
Mstep: Class 35 contains 2404 members 
Mstep: Class 36 contains 11701 members 
Mstep: Class 37 contains 3939 members 
Mstep: Class 38 contains 10098 members 
Mstep: Class 39 contains 38237 members 
Mstep: Class 40 contains 18786 members 
Mstep: Class 41 contains 1389 members 
Mstep: Class 42 contains 24698 members 
Mstep: Class 43 contains 4308 members 
Mstep: Class 44 contains 3286 members 
Mstep: Class 45 contains 4555 members 
Mstep: Class 46 contains 4156 members 
Mstep: Class 47 contains 25811 members 
Mstep: Class 48 contains 818 members 
Mstep: Class 49 contains 3229 members 
Mstep: Class 50 contains 22286 members 
Mstep: Class 51 contains 3962 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100308392.000000 Penalty: 112857.750000
Iteration 320F: 52 clusters Score -1.003084e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 47722 members 
Mstep: Class 2 contains 5048 members 
Mstep: Class 3 contains 2089 members 
Mstep: Class 4 contains 3293 members 
Mstep: Class 5 contains 14516 members 
Mstep: Class 6 contains 1279 members 
Mstep: Class 7 contains 476 members 
Mstep: Class 8 contains 10187 members 
Mstep: Class 9 contains 25822 members 
Mstep: Class 10 contains 33141 members 
Mstep: Class 11 contains 2163 members 
Mstep: Class 12 contains 73133 members 
Mstep: Class 13 contains 18140 members 
Mstep: Class 14 contains 142721 members 
Mstep: Class 15 contains 2479 members 
Mstep: Class 16 contains 17980 members 
Mstep: Class 17 contains 9548 members 
Mstep: Class 18 contains 20877 members 
Mstep: Class 19 contains 34748 members 
Mstep: Class 20 contains 5697 members 
Mstep: Class 21 contains 11896 members 
Mstep: Class 22 contains 2984 members 
Mstep: Class 23 contains 21866 members 
Mstep: Class 24 contains 39337 members 
Mstep: Class 25 contains 7912 members 
Mstep: Class 26 contains 3859 members 
Mstep: Class 27 contains 2339 members 
Mstep: Class 28 contains 23224 members 
Mstep: Class 29 contains 411 members 
Mstep: Class 30 contains 3798 members 
Mstep: Class 31 contains 12571 members 
Mstep: Class 32 contains 13694 members 
Mstep: Class 33 contains 8162 members 
Mstep: Class 34 contains 13804 members 
Mstep: Class 35 contains 2404 members 
Mstep: Class 36 contains 11701 members 
Mstep: Class 37 contains 3939 members 
Mstep: Class 38 contains 10098 members 
Mstep: Class 39 contains 38237 members 
Mstep: Class 40 contains 18787 members 
Mstep: Class 41 contains 1389 members 
Mstep: Class 42 contains 24699 members 
Mstep: Class 43 contains 4308 members 
Mstep: Class 44 contains 3286 members 
Mstep: Class 45 contains 4555 members 
Mstep: Class 46 contains 4156 members 
Mstep: Class 47 contains 25811 members 
Mstep: Class 48 contains 818 members 
Mstep: Class 49 contains 3229 members 
Mstep: Class 50 contains 22286 members 
Mstep: Class 51 contains 3962 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100308416.000000 Penalty: 112857.750000
Iteration 321Q: 52 clusters Score -1.003084e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 47722 members 
Mstep: Class 2 contains 5048 members 
Mstep: Class 3 contains 2089 members 
Mstep: Class 4 contains 3293 members 
Mstep: Class 5 contains 14516 members 
Mstep: Class 6 contains 1279 members 
Mstep: Class 7 contains 476 members 
Mstep: Class 8 contains 10184 members 
Mstep: Class 9 contains 25822 members 
Mstep: Class 10 contains 33141 members 
Mstep: Class 11 contains 2163 members 
Mstep: Class 12 contains 73133 members 
Mstep: Class 13 contains 18140 members 
Mstep: Class 14 contains 142721 members 
Mstep: Class 15 contains 2479 members 
Mstep: Class 16 contains 17980 members 
Mstep: Class 17 contains 9548 members 
Mstep: Class 18 contains 20878 members 
Mstep: Class 19 contains 34748 members 
Mstep: Class 20 contains 5697 members 
Mstep: Class 21 contains 11896 members 
Mstep: Class 22 contains 2984 members 
Mstep: Class 23 contains 21866 members 
Mstep: Class 24 contains 39337 members 
Mstep: Class 25 contains 7912 members 
Mstep: Class 26 contains 3859 members 
Mstep: Class 27 contains 2339 members 
Mstep: Class 28 contains 23224 members 
Mstep: Class 29 contains 411 members 
Mstep: Class 30 contains 3798 members 
Mstep: Class 31 contains 12571 members 
Mstep: Class 32 contains 13694 members 
Mstep: Class 33 contains 8162 members 
Mstep: Class 34 contains 13804 members 
Mstep: Class 35 contains 2404 members 
Mstep: Class 36 contains 11701 members 
Mstep: Class 37 contains 3939 members 
Mstep: Class 38 contains 10098 members 
Mstep: Class 39 contains 38237 members 
Mstep: Class 40 contains 18790 members 
Mstep: Class 41 contains 1389 members 
Mstep: Class 42 contains 24698 members 
Mstep: Class 43 contains 4308 members 
Mstep: Class 44 contains 3286 members 
Mstep: Class 45 contains 4555 members 
Mstep: Class 46 contains 4156 members 
Mstep: Class 47 contains 25811 members 
Mstep: Class 48 contains 818 members 
Mstep: Class 49 contains 3229 members 
Mstep: Class 50 contains 22286 members 
Mstep: Class 51 contains 3962 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100308440.000000 Penalty: 112857.750000
Iteration 322Q: 52 clusters Score -1.003084e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 47721 members 
Mstep: Class 2 contains 5048 members 
Mstep: Class 3 contains 2089 members 
Mstep: Class 4 contains 3293 members 
Mstep: Class 5 contains 14516 members 
Mstep: Class 6 contains 1279 members 
Mstep: Class 7 contains 476 members 
Mstep: Class 8 contains 10183 members 
Mstep: Class 9 contains 25822 members 
Mstep: Class 10 contains 33141 members 
Mstep: Class 11 contains 2163 members 
Mstep: Class 12 contains 73133 members 
Mstep: Class 13 contains 18140 members 
Mstep: Class 14 contains 142721 members 
Mstep: Class 15 contains 2479 members 
Mstep: Class 16 contains 17980 members 
Mstep: Class 17 contains 9548 members 
Mstep: Class 18 contains 20879 members 
Mstep: Class 19 contains 34748 members 
Mstep: Class 20 contains 5697 members 
Mstep: Class 21 contains 11896 members 
Mstep: Class 22 contains 2984 members 
Mstep: Class 23 contains 21866 members 
Mstep: Class 24 contains 39337 members 
Mstep: Class 25 contains 7912 members 
Mstep: Class 26 contains 3859 members 
Mstep: Class 27 contains 2339 members 
Mstep: Class 28 contains 23224 members 
Mstep: Class 29 contains 411 members 
Mstep: Class 30 contains 3798 members 
Mstep: Class 31 contains 12571 members 
Mstep: Class 32 contains 13694 members 
Mstep: Class 33 contains 8162 members 
Mstep: Class 34 contains 13804 members 
Mstep: Class 35 contains 2404 members 
Mstep: Class 36 contains 11701 members 
Mstep: Class 37 contains 3939 members 
Mstep: Class 38 contains 10098 members 
Mstep: Class 39 contains 38237 members 
Mstep: Class 40 contains 18791 members 
Mstep: Class 41 contains 1389 members 
Mstep: Class 42 contains 24698 members 
Mstep: Class 43 contains 4308 members 
Mstep: Class 44 contains 3286 members 
Mstep: Class 45 contains 4555 members 
Mstep: Class 46 contains 4156 members 
Mstep: Class 47 contains 25811 members 
Mstep: Class 48 contains 818 members 
Mstep: Class 49 contains 3229 members 
Mstep: Class 50 contains 22286 members 
Mstep: Class 51 contains 3962 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100308440.000000 Penalty: 112857.750000
Iteration 323Q: 52 clusters Score -1.003084e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 47722 members 
Mstep: Class 2 contains 5048 members 
Mstep: Class 3 contains 2089 members 
Mstep: Class 4 contains 3293 members 
Mstep: Class 5 contains 14516 members 
Mstep: Class 6 contains 1279 members 
Mstep: Class 7 contains 476 members 
Mstep: Class 8 contains 10184 members 
Mstep: Class 9 contains 25822 members 
Mstep: Class 10 contains 33141 members 
Mstep: Class 11 contains 2163 members 
Mstep: Class 12 contains 73133 members 
Mstep: Class 13 contains 18140 members 
Mstep: Class 14 contains 142721 members 
Mstep: Class 15 contains 2479 members 
Mstep: Class 16 contains 17980 members 
Mstep: Class 17 contains 9548 members 
Mstep: Class 18 contains 20879 members 
Mstep: Class 19 contains 34747 members 
Mstep: Class 20 contains 5697 members 
Mstep: Class 21 contains 11896 members 
Mstep: Class 22 contains 2984 members 
Mstep: Class 23 contains 21866 members 
Mstep: Class 24 contains 39337 members 
Mstep: Class 25 contains 7912 members 
Mstep: Class 26 contains 3859 members 
Mstep: Class 27 contains 2339 members 
Mstep: Class 28 contains 23223 members 
Mstep: Class 29 contains 411 members 
Mstep: Class 30 contains 3798 members 
Mstep: Class 31 contains 12571 members 
Mstep: Class 32 contains 13694 members 
Mstep: Class 33 contains 8162 members 
Mstep: Class 34 contains 13804 members 
Mstep: Class 35 contains 2404 members 
Mstep: Class 36 contains 11701 members 
Mstep: Class 37 contains 3939 members 
Mstep: Class 38 contains 10098 members 
Mstep: Class 39 contains 38236 members 
Mstep: Class 40 contains 18792 members 
Mstep: Class 41 contains 1389 members 
Mstep: Class 42 contains 24698 members 
Mstep: Class 43 contains 4308 members 
Mstep: Class 44 contains 3286 members 
Mstep: Class 45 contains 4555 members 
Mstep: Class 46 contains 4156 members 
Mstep: Class 47 contains 25811 members 
Mstep: Class 48 contains 818 members 
Mstep: Class 49 contains 3229 members 
Mstep: Class 50 contains 22286 members 
Mstep: Class 51 contains 3962 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100308424.000000 Penalty: 112857.750000
Iteration 324Q: 52 clusters Score -1.003084e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 47722 members 
Mstep: Class 2 contains 5048 members 
Mstep: Class 3 contains 2089 members 
Mstep: Class 4 contains 3293 members 
Mstep: Class 5 contains 14516 members 
Mstep: Class 6 contains 1279 members 
Mstep: Class 7 contains 476 members 
Mstep: Class 8 contains 10183 members 
Mstep: Class 9 contains 25826 members 
Mstep: Class 10 contains 33141 members 
Mstep: Class 11 contains 2163 members 
Mstep: Class 12 contains 73133 members 
Mstep: Class 13 contains 18140 members 
Mstep: Class 14 contains 142721 members 
Mstep: Class 15 contains 2479 members 
Mstep: Class 16 contains 17980 members 
Mstep: Class 17 contains 9547 members 
Mstep: Class 18 contains 20879 members 
Mstep: Class 19 contains 34747 members 
Mstep: Class 20 contains 5697 members 
Mstep: Class 21 contains 11896 members 
Mstep: Class 22 contains 2984 members 
Mstep: Class 23 contains 21866 members 
Mstep: Class 24 contains 39337 members 
Mstep: Class 25 contains 7912 members 
Mstep: Class 26 contains 3859 members 
Mstep: Class 27 contains 2339 members 
Mstep: Class 28 contains 23222 members 
Mstep: Class 29 contains 411 members 
Mstep: Class 30 contains 3798 members 
Mstep: Class 31 contains 12571 members 
Mstep: Class 32 contains 13694 members 
Mstep: Class 33 contains 8162 members 
Mstep: Class 34 contains 13804 members 
Mstep: Class 35 contains 2404 members 
Mstep: Class 36 contains 11701 members 
Mstep: Class 37 contains 3939 members 
Mstep: Class 38 contains 10098 members 
Mstep: Class 39 contains 38236 members 
Mstep: Class 40 contains 18791 members 
Mstep: Class 41 contains 1389 members 
Mstep: Class 42 contains 24698 members 
Mstep: Class 43 contains 4308 members 
Mstep: Class 44 contains 3286 members 
Mstep: Class 45 contains 4555 members 
Mstep: Class 46 contains 4156 members 
Mstep: Class 47 contains 25811 members 
Mstep: Class 48 contains 818 members 
Mstep: Class 49 contains 3229 members 
Mstep: Class 50 contains 22286 members 
Mstep: Class 51 contains 3962 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100308440.000000 Penalty: 112857.750000
Iteration 325Q: 52 clusters Score -1.003084e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 47722 members 
Mstep: Class 2 contains 5048 members 
Mstep: Class 3 contains 2089 members 
Mstep: Class 4 contains 3293 members 
Mstep: Class 5 contains 14516 members 
Mstep: Class 6 contains 1279 members 
Mstep: Class 7 contains 476 members 
Mstep: Class 8 contains 10179 members 
Mstep: Class 9 contains 25829 members 
Mstep: Class 10 contains 33141 members 
Mstep: Class 11 contains 2163 members 
Mstep: Class 12 contains 73133 members 
Mstep: Class 13 contains 18140 members 
Mstep: Class 14 contains 142721 members 
Mstep: Class 15 contains 2479 members 
Mstep: Class 16 contains 17980 members 
Mstep: Class 17 contains 9547 members 
Mstep: Class 18 contains 20881 members 
Mstep: Class 19 contains 34747 members 
Mstep: Class 20 contains 5697 members 
Mstep: Class 21 contains 11896 members 
Mstep: Class 22 contains 2984 members 
Mstep: Class 23 contains 21866 members 
Mstep: Class 24 contains 39337 members 
Mstep: Class 25 contains 7912 members 
Mstep: Class 26 contains 3859 members 
Mstep: Class 27 contains 2339 members 
Mstep: Class 28 contains 23222 members 
Mstep: Class 29 contains 411 members 
Mstep: Class 30 contains 3798 members 
Mstep: Class 31 contains 12571 members 
Mstep: Class 32 contains 13694 members 
Mstep: Class 33 contains 8162 members 
Mstep: Class 34 contains 13804 members 
Mstep: Class 35 contains 2404 members 
Mstep: Class 36 contains 11701 members 
Mstep: Class 37 contains 3939 members 
Mstep: Class 38 contains 10098 members 
Mstep: Class 39 contains 38235 members 
Mstep: Class 40 contains 18791 members 
Mstep: Class 41 contains 1389 members 
Mstep: Class 42 contains 24698 members 
Mstep: Class 43 contains 4308 members 
Mstep: Class 44 contains 3286 members 
Mstep: Class 45 contains 4555 members 
Mstep: Class 46 contains 4156 members 
Mstep: Class 47 contains 25811 members 
Mstep: Class 48 contains 818 members 
Mstep: Class 49 contains 3229 members 
Mstep: Class 50 contains 22286 members 
Mstep: Class 51 contains 3962 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100308432.000000 Penalty: 112857.750000
Iteration 326Q: 52 clusters Score -1.003084e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 47724 members 
Mstep: Class 2 contains 5048 members 
Mstep: Class 3 contains 2089 members 
Mstep: Class 4 contains 3293 members 
Mstep: Class 5 contains 14516 members 
Mstep: Class 6 contains 1279 members 
Mstep: Class 7 contains 476 members 
Mstep: Class 8 contains 10177 members 
Mstep: Class 9 contains 25829 members 
Mstep: Class 10 contains 33141 members 
Mstep: Class 11 contains 2163 members 
Mstep: Class 12 contains 73132 members 
Mstep: Class 13 contains 18140 members 
Mstep: Class 14 contains 142722 members 
Mstep: Class 15 contains 2479 members 
Mstep: Class 16 contains 17980 members 
Mstep: Class 17 contains 9547 members 
Mstep: Class 18 contains 20882 members 
Mstep: Class 19 contains 34746 members 
Mstep: Class 20 contains 5697 members 
Mstep: Class 21 contains 11896 members 
Mstep: Class 22 contains 2984 members 
Mstep: Class 23 contains 21866 members 
Mstep: Class 24 contains 39337 members 
Mstep: Class 25 contains 7912 members 
Mstep: Class 26 contains 3859 members 
Mstep: Class 27 contains 2339 members 
Mstep: Class 28 contains 23222 members 
Mstep: Class 29 contains 411 members 
Mstep: Class 30 contains 3797 members 
Mstep: Class 31 contains 12571 members 
Mstep: Class 32 contains 13694 members 
Mstep: Class 33 contains 8162 members 
Mstep: Class 34 contains 13804 members 
Mstep: Class 35 contains 2404 members 
Mstep: Class 36 contains 11701 members 
Mstep: Class 37 contains 3939 members 
Mstep: Class 38 contains 10098 members 
Mstep: Class 39 contains 38235 members 
Mstep: Class 40 contains 18791 members 
Mstep: Class 41 contains 1389 members 
Mstep: Class 42 contains 24699 members 
Mstep: Class 43 contains 4308 members 
Mstep: Class 44 contains 3286 members 
Mstep: Class 45 contains 4555 members 
Mstep: Class 46 contains 4156 members 
Mstep: Class 47 contains 25811 members 
Mstep: Class 48 contains 818 members 
Mstep: Class 49 contains 3229 members 
Mstep: Class 50 contains 22286 members 
Mstep: Class 51 contains 3962 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100308416.000000 Penalty: 112857.750000
Iteration 327Q: 52 clusters Score -1.003084e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 47725 members 
Mstep: Class 2 contains 5048 members 
Mstep: Class 3 contains 2089 members 
Mstep: Class 4 contains 3293 members 
Mstep: Class 5 contains 14516 members 
Mstep: Class 6 contains 1279 members 
Mstep: Class 7 contains 476 members 
Mstep: Class 8 contains 10174 members 
Mstep: Class 9 contains 25829 members 
Mstep: Class 10 contains 33140 members 
Mstep: Class 11 contains 2163 members 
Mstep: Class 12 contains 73133 members 
Mstep: Class 13 contains 18140 members 
Mstep: Class 14 contains 142722 members 
Mstep: Class 15 contains 2479 members 
Mstep: Class 16 contains 17980 members 
Mstep: Class 17 contains 9547 members 
Mstep: Class 18 contains 20886 members 
Mstep: Class 19 contains 34745 members 
Mstep: Class 20 contains 5697 members 
Mstep: Class 21 contains 11895 members 
Mstep: Class 22 contains 2984 members 
Mstep: Class 23 contains 21866 members 
Mstep: Class 24 contains 39337 members 
Mstep: Class 25 contains 7912 members 
Mstep: Class 26 contains 3859 members 
Mstep: Class 27 contains 2339 members 
Mstep: Class 28 contains 23221 members 
Mstep: Class 29 contains 411 members 
Mstep: Class 30 contains 3796 members 
Mstep: Class 31 contains 12571 members 
Mstep: Class 32 contains 13693 members 
Mstep: Class 33 contains 8162 members 
Mstep: Class 34 contains 13804 members 
Mstep: Class 35 contains 2404 members 
Mstep: Class 36 contains 11701 members 
Mstep: Class 37 contains 3940 members 
Mstep: Class 38 contains 10098 members 
Mstep: Class 39 contains 38235 members 
Mstep: Class 40 contains 18792 members 
Mstep: Class 41 contains 1389 members 
Mstep: Class 42 contains 24700 members 
Mstep: Class 43 contains 4308 members 
Mstep: Class 44 contains 3286 members 
Mstep: Class 45 contains 4555 members 
Mstep: Class 46 contains 4156 members 
Mstep: Class 47 contains 25811 members 
Mstep: Class 48 contains 818 members 
Mstep: Class 49 contains 3229 members 
Mstep: Class 50 contains 22286 members 
Mstep: Class 51 contains 3962 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100308424.000000 Penalty: 112857.750000
Iteration 328Q: 52 clusters Score -1.003084e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 47725 members 
Mstep: Class 2 contains 5048 members 
Mstep: Class 3 contains 2089 members 
Mstep: Class 4 contains 3293 members 
Mstep: Class 5 contains 14516 members 
Mstep: Class 6 contains 1279 members 
Mstep: Class 7 contains 476 members 
Mstep: Class 8 contains 10172 members 
Mstep: Class 9 contains 25829 members 
Mstep: Class 10 contains 33139 members 
Mstep: Class 11 contains 2164 members 
Mstep: Class 12 contains 73136 members 
Mstep: Class 13 contains 18140 members 
Mstep: Class 14 contains 142722 members 
Mstep: Class 15 contains 2479 members 
Mstep: Class 16 contains 17980 members 
Mstep: Class 17 contains 9547 members 
Mstep: Class 18 contains 20888 members 
Mstep: Class 19 contains 34743 members 
Mstep: Class 20 contains 5697 members 
Mstep: Class 21 contains 11895 members 
Mstep: Class 22 contains 2984 members 
Mstep: Class 23 contains 21865 members 
Mstep: Class 24 contains 39336 members 
Mstep: Class 25 contains 7912 members 
Mstep: Class 26 contains 3859 members 
Mstep: Class 27 contains 2339 members 
Mstep: Class 28 contains 23220 members 
Mstep: Class 29 contains 411 members 
Mstep: Class 30 contains 3796 members 
Mstep: Class 31 contains 12571 members 
Mstep: Class 32 contains 13693 members 
Mstep: Class 33 contains 8162 members 
Mstep: Class 34 contains 13804 members 
Mstep: Class 35 contains 2404 members 
Mstep: Class 36 contains 11701 members 
Mstep: Class 37 contains 3940 members 
Mstep: Class 38 contains 10098 members 
Mstep: Class 39 contains 38236 members 
Mstep: Class 40 contains 18793 members 
Mstep: Class 41 contains 1389 members 
Mstep: Class 42 contains 24700 members 
Mstep: Class 43 contains 4308 members 
Mstep: Class 44 contains 3286 members 
Mstep: Class 45 contains 4555 members 
Mstep: Class 46 contains 4156 members 
Mstep: Class 47 contains 25811 members 
Mstep: Class 48 contains 818 members 
Mstep: Class 49 contains 3229 members 
Mstep: Class 50 contains 22286 members 
Mstep: Class 51 contains 3962 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100308400.000000 Penalty: 112857.750000
Iteration 329Q: 52 clusters Score -1.003084e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 47725 members 
Mstep: Class 2 contains 5048 members 
Mstep: Class 3 contains 2089 members 
Mstep: Class 4 contains 3293 members 
Mstep: Class 5 contains 14516 members 
Mstep: Class 6 contains 1279 members 
Mstep: Class 7 contains 476 members 
Mstep: Class 8 contains 10173 members 
Mstep: Class 9 contains 25828 members 
Mstep: Class 10 contains 33137 members 
Mstep: Class 11 contains 2164 members 
Mstep: Class 12 contains 73136 members 
Mstep: Class 13 contains 18140 members 
Mstep: Class 14 contains 142722 members 
Mstep: Class 15 contains 2479 members 
Mstep: Class 16 contains 17980 members 
Mstep: Class 17 contains 9546 members 
Mstep: Class 18 contains 20889 members 
Mstep: Class 19 contains 34743 members 
Mstep: Class 20 contains 5697 members 
Mstep: Class 21 contains 11895 members 
Mstep: Class 22 contains 2984 members 
Mstep: Class 23 contains 21865 members 
Mstep: Class 24 contains 39335 members 
Mstep: Class 25 contains 7912 members 
Mstep: Class 26 contains 3859 members 
Mstep: Class 27 contains 2339 members 
Mstep: Class 28 contains 23221 members 
Mstep: Class 29 contains 411 members 
Mstep: Class 30 contains 3796 members 
Mstep: Class 31 contains 12571 members 
Mstep: Class 32 contains 13693 members 
Mstep: Class 33 contains 8162 members 
Mstep: Class 34 contains 13804 members 
Mstep: Class 35 contains 2404 members 
Mstep: Class 36 contains 11701 members 
Mstep: Class 37 contains 3940 members 
Mstep: Class 38 contains 10098 members 
Mstep: Class 39 contains 38237 members 
Mstep: Class 40 contains 18793 members 
Mstep: Class 41 contains 1389 members 
Mstep: Class 42 contains 24701 members 
Mstep: Class 43 contains 4308 members 
Mstep: Class 44 contains 3286 members 
Mstep: Class 45 contains 4555 members 
Mstep: Class 46 contains 4156 members 
Mstep: Class 47 contains 25811 members 
Mstep: Class 48 contains 818 members 
Mstep: Class 49 contains 3229 members 
Mstep: Class 50 contains 22286 members 
Mstep: Class 51 contains 3962 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100308376.000000 Penalty: 112857.750000
Iteration 330Q: 52 clusters Score -1.003084e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 47724 members 
Mstep: Class 2 contains 5048 members 
Mstep: Class 3 contains 2089 members 
Mstep: Class 4 contains 3293 members 
Mstep: Class 5 contains 14516 members 
Mstep: Class 6 contains 1279 members 
Mstep: Class 7 contains 476 members 
Mstep: Class 8 contains 10177 members 
Mstep: Class 9 contains 25828 members 
Mstep: Class 10 contains 33134 members 
Mstep: Class 11 contains 2164 members 
Mstep: Class 12 contains 73136 members 
Mstep: Class 13 contains 18140 members 
Mstep: Class 14 contains 142725 members 
Mstep: Class 15 contains 2479 members 
Mstep: Class 16 contains 17980 members 
Mstep: Class 17 contains 9544 members 
Mstep: Class 18 contains 20888 members 
Mstep: Class 19 contains 34743 members 
Mstep: Class 20 contains 5697 members 
Mstep: Class 21 contains 11895 members 
Mstep: Class 22 contains 2984 members 
Mstep: Class 23 contains 21865 members 
Mstep: Class 24 contains 39335 members 
Mstep: Class 25 contains 7912 members 
Mstep: Class 26 contains 3859 members 
Mstep: Class 27 contains 2339 members 
Mstep: Class 28 contains 23220 members 
Mstep: Class 29 contains 411 members 
Mstep: Class 30 contains 3796 members 
Mstep: Class 31 contains 12571 members 
Mstep: Class 32 contains 13693 members 
Mstep: Class 33 contains 8162 members 
Mstep: Class 34 contains 13804 members 
Mstep: Class 35 contains 2404 members 
Mstep: Class 36 contains 11701 members 
Mstep: Class 37 contains 3940 members 
Mstep: Class 38 contains 10100 members 
Mstep: Class 39 contains 38237 members 
Mstep: Class 40 contains 18793 members 
Mstep: Class 41 contains 1389 members 
Mstep: Class 42 contains 24700 members 
Mstep: Class 43 contains 4308 members 
Mstep: Class 44 contains 3286 members 
Mstep: Class 45 contains 4555 members 
Mstep: Class 46 contains 4156 members 
Mstep: Class 47 contains 25811 members 
Mstep: Class 48 contains 818 members 
Mstep: Class 49 contains 3229 members 
Mstep: Class 50 contains 22286 members 
Mstep: Class 51 contains 3962 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100308376.000000 Penalty: 112857.750000
Iteration 331Q: 52 clusters Score -1.003084e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 47724 members 
Mstep: Class 2 contains 5048 members 
Mstep: Class 3 contains 2089 members 
Mstep: Class 4 contains 3293 members 
Mstep: Class 5 contains 14516 members 
Mstep: Class 6 contains 1279 members 
Mstep: Class 7 contains 476 members 
Mstep: Class 8 contains 10178 members 
Mstep: Class 9 contains 25829 members 
Mstep: Class 10 contains 33130 members 
Mstep: Class 11 contains 2164 members 
Mstep: Class 12 contains 73136 members 
Mstep: Class 13 contains 18140 members 
Mstep: Class 14 contains 142728 members 
Mstep: Class 15 contains 2479 members 
Mstep: Class 16 contains 17980 members 
Mstep: Class 17 contains 9544 members 
Mstep: Class 18 contains 20887 members 
Mstep: Class 19 contains 34742 members 
Mstep: Class 20 contains 5697 members 
Mstep: Class 21 contains 11895 members 
Mstep: Class 22 contains 2984 members 
Mstep: Class 23 contains 21865 members 
Mstep: Class 24 contains 39334 members 
Mstep: Class 25 contains 7912 members 
Mstep: Class 26 contains 3859 members 
Mstep: Class 27 contains 2339 members 
Mstep: Class 28 contains 23221 members 
Mstep: Class 29 contains 411 members 
Mstep: Class 30 contains 3797 members 
Mstep: Class 31 contains 12571 members 
Mstep: Class 32 contains 13693 members 
Mstep: Class 33 contains 8162 members 
Mstep: Class 34 contains 13804 members 
Mstep: Class 35 contains 2404 members 
Mstep: Class 36 contains 11701 members 
Mstep: Class 37 contains 3940 members 
Mstep: Class 38 contains 10100 members 
Mstep: Class 39 contains 38237 members 
Mstep: Class 40 contains 18792 members 
Mstep: Class 41 contains 1389 members 
Mstep: Class 42 contains 24701 members 
Mstep: Class 43 contains 4308 members 
Mstep: Class 44 contains 3286 members 
Mstep: Class 45 contains 4555 members 
Mstep: Class 46 contains 4156 members 
Mstep: Class 47 contains 25811 members 
Mstep: Class 48 contains 818 members 
Mstep: Class 49 contains 3229 members 
Mstep: Class 50 contains 22286 members 
Mstep: Class 51 contains 3962 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100308352.000000 Penalty: 112857.750000
Iteration 332Q: 52 clusters Score -1.003084e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 47724 members 
Mstep: Class 2 contains 5048 members 
Mstep: Class 3 contains 2089 members 
Mstep: Class 4 contains 3293 members 
Mstep: Class 5 contains 14516 members 
Mstep: Class 6 contains 1279 members 
Mstep: Class 7 contains 476 members 
Mstep: Class 8 contains 10179 members 
Mstep: Class 9 contains 25829 members 
Mstep: Class 10 contains 33130 members 
Mstep: Class 11 contains 2164 members 
Mstep: Class 12 contains 73136 members 
Mstep: Class 13 contains 18140 members 
Mstep: Class 14 contains 142729 members 
Mstep: Class 15 contains 2479 members 
Mstep: Class 16 contains 17980 members 
Mstep: Class 17 contains 9544 members 
Mstep: Class 18 contains 20890 members 
Mstep: Class 19 contains 34741 members 
Mstep: Class 20 contains 5697 members 
Mstep: Class 21 contains 11894 members 
Mstep: Class 22 contains 2984 members 
Mstep: Class 23 contains 21865 members 
Mstep: Class 24 contains 39334 members 
Mstep: Class 25 contains 7912 members 
Mstep: Class 26 contains 3859 members 
Mstep: Class 27 contains 2339 members 
Mstep: Class 28 contains 23220 members 
Mstep: Class 29 contains 411 members 
Mstep: Class 30 contains 3796 members 
Mstep: Class 31 contains 12571 members 
Mstep: Class 32 contains 13693 members 
Mstep: Class 33 contains 8162 members 
Mstep: Class 34 contains 13804 members 
Mstep: Class 35 contains 2404 members 
Mstep: Class 36 contains 11701 members 
Mstep: Class 37 contains 3940 members 
Mstep: Class 38 contains 10100 members 
Mstep: Class 39 contains 38237 members 
Mstep: Class 40 contains 18792 members 
Mstep: Class 41 contains 1389 members 
Mstep: Class 42 contains 24700 members 
Mstep: Class 43 contains 4308 members 
Mstep: Class 44 contains 3286 members 
Mstep: Class 45 contains 4555 members 
Mstep: Class 46 contains 4156 members 
Mstep: Class 47 contains 25811 members 
Mstep: Class 48 contains 818 members 
Mstep: Class 49 contains 3229 members 
Mstep: Class 50 contains 22286 members 
Mstep: Class 51 contains 3962 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100308368.000000 Penalty: 112857.750000
Iteration 333Q: 52 clusters Score -1.003084e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 47724 members 
Mstep: Class 2 contains 5048 members 
Mstep: Class 3 contains 2089 members 
Mstep: Class 4 contains 3293 members 
Mstep: Class 5 contains 14516 members 
Mstep: Class 6 contains 1279 members 
Mstep: Class 7 contains 476 members 
Mstep: Class 8 contains 10179 members 
Mstep: Class 9 contains 25829 members 
Mstep: Class 10 contains 33131 members 
Mstep: Class 11 contains 2164 members 
Mstep: Class 12 contains 73137 members 
Mstep: Class 13 contains 18140 members 
Mstep: Class 14 contains 142729 members 
Mstep: Class 15 contains 2479 members 
Mstep: Class 16 contains 17980 members 
Mstep: Class 17 contains 9545 members 
Mstep: Class 18 contains 20890 members 
Mstep: Class 19 contains 34739 members 
Mstep: Class 20 contains 5697 members 
Mstep: Class 21 contains 11895 members 
Mstep: Class 22 contains 2984 members 
Mstep: Class 23 contains 21864 members 
Mstep: Class 24 contains 39334 members 
Mstep: Class 25 contains 7912 members 
Mstep: Class 26 contains 3859 members 
Mstep: Class 27 contains 2339 members 
Mstep: Class 28 contains 23220 members 
Mstep: Class 29 contains 411 members 
Mstep: Class 30 contains 3796 members 
Mstep: Class 31 contains 12571 members 
Mstep: Class 32 contains 13693 members 
Mstep: Class 33 contains 8162 members 
Mstep: Class 34 contains 13804 members 
Mstep: Class 35 contains 2404 members 
Mstep: Class 36 contains 11701 members 
Mstep: Class 37 contains 3940 members 
Mstep: Class 38 contains 10099 members 
Mstep: Class 39 contains 38237 members 
Mstep: Class 40 contains 18792 members 
Mstep: Class 41 contains 1389 members 
Mstep: Class 42 contains 24700 members 
Mstep: Class 43 contains 4308 members 
Mstep: Class 44 contains 3286 members 
Mstep: Class 45 contains 4555 members 
Mstep: Class 46 contains 4156 members 
Mstep: Class 47 contains 25811 members 
Mstep: Class 48 contains 818 members 
Mstep: Class 49 contains 3229 members 
Mstep: Class 50 contains 22286 members 
Mstep: Class 51 contains 3962 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100308352.000000 Penalty: 112857.750000
Iteration 334Q: 52 clusters Score -1.003084e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 47724 members 
Mstep: Class 2 contains 5048 members 
Mstep: Class 3 contains 2089 members 
Mstep: Class 4 contains 3293 members 
Mstep: Class 5 contains 14516 members 
Mstep: Class 6 contains 1279 members 
Mstep: Class 7 contains 476 members 
Mstep: Class 8 contains 10180 members 
Mstep: Class 9 contains 25829 members 
Mstep: Class 10 contains 33131 members 
Mstep: Class 11 contains 2164 members 
Mstep: Class 12 contains 73139 members 
Mstep: Class 13 contains 18140 members 
Mstep: Class 14 contains 142729 members 
Mstep: Class 15 contains 2479 members 
Mstep: Class 16 contains 17980 members 
Mstep: Class 17 contains 9545 members 
Mstep: Class 18 contains 20889 members 
Mstep: Class 19 contains 34739 members 
Mstep: Class 20 contains 5697 members 
Mstep: Class 21 contains 11895 members 
Mstep: Class 22 contains 2984 members 
Mstep: Class 23 contains 21863 members 
Mstep: Class 24 contains 39335 members 
Mstep: Class 25 contains 7912 members 
Mstep: Class 26 contains 3859 members 
Mstep: Class 27 contains 2339 members 
Mstep: Class 28 contains 23217 members 
Mstep: Class 29 contains 411 members 
Mstep: Class 30 contains 3796 members 
Mstep: Class 31 contains 12571 members 
Mstep: Class 32 contains 13693 members 
Mstep: Class 33 contains 8162 members 
Mstep: Class 34 contains 13804 members 
Mstep: Class 35 contains 2404 members 
Mstep: Class 36 contains 11701 members 
Mstep: Class 37 contains 3940 members 
Mstep: Class 38 contains 10100 members 
Mstep: Class 39 contains 38237 members 
Mstep: Class 40 contains 18792 members 
Mstep: Class 41 contains 1389 members 
Mstep: Class 42 contains 24700 members 
Mstep: Class 43 contains 4308 members 
Mstep: Class 44 contains 3286 members 
Mstep: Class 45 contains 4555 members 
Mstep: Class 46 contains 4156 members 
Mstep: Class 47 contains 25811 members 
Mstep: Class 48 contains 818 members 
Mstep: Class 49 contains 3229 members 
Mstep: Class 50 contains 22286 members 
Mstep: Class 51 contains 3962 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100308352.000000 Penalty: 112857.750000
Iteration 335Q: 52 clusters Score -1.003084e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 47724 members 
Mstep: Class 2 contains 5048 members 
Mstep: Class 3 contains 2089 members 
Mstep: Class 4 contains 3293 members 
Mstep: Class 5 contains 14516 members 
Mstep: Class 6 contains 1279 members 
Mstep: Class 7 contains 476 members 
Mstep: Class 8 contains 10183 members 
Mstep: Class 9 contains 25829 members 
Mstep: Class 10 contains 33131 members 
Mstep: Class 11 contains 2164 members 
Mstep: Class 12 contains 73137 members 
Mstep: Class 13 contains 18140 members 
Mstep: Class 14 contains 142729 members 
Mstep: Class 15 contains 2479 members 
Mstep: Class 16 contains 17980 members 
Mstep: Class 17 contains 9545 members 
Mstep: Class 18 contains 20888 members 
Mstep: Class 19 contains 34739 members 
Mstep: Class 20 contains 5697 members 
Mstep: Class 21 contains 11895 members 
Mstep: Class 22 contains 2984 members 
Mstep: Class 23 contains 21863 members 
Mstep: Class 24 contains 39334 members 
Mstep: Class 25 contains 7912 members 
Mstep: Class 26 contains 3859 members 
Mstep: Class 27 contains 2339 members 
Mstep: Class 28 contains 23216 members 
Mstep: Class 29 contains 411 members 
Mstep: Class 30 contains 3796 members 
Mstep: Class 31 contains 12571 members 
Mstep: Class 32 contains 13693 members 
Mstep: Class 33 contains 8162 members 
Mstep: Class 34 contains 13804 members 
Mstep: Class 35 contains 2404 members 
Mstep: Class 36 contains 11701 members 
Mstep: Class 37 contains 3940 members 
Mstep: Class 38 contains 10100 members 
Mstep: Class 39 contains 38237 members 
Mstep: Class 40 contains 18793 members 
Mstep: Class 41 contains 1389 members 
Mstep: Class 42 contains 24700 members 
Mstep: Class 43 contains 4308 members 
Mstep: Class 44 contains 3286 members 
Mstep: Class 45 contains 4555 members 
Mstep: Class 46 contains 4156 members 
Mstep: Class 47 contains 25811 members 
Mstep: Class 48 contains 818 members 
Mstep: Class 49 contains 3229 members 
Mstep: Class 50 contains 22286 members 
Mstep: Class 51 contains 3963 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100308344.000000 Penalty: 112857.750000
Iteration 336Q: 52 clusters Score -1.003083e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 47724 members 
Mstep: Class 2 contains 5048 members 
Mstep: Class 3 contains 2089 members 
Mstep: Class 4 contains 3293 members 
Mstep: Class 5 contains 14516 members 
Mstep: Class 6 contains 1279 members 
Mstep: Class 7 contains 476 members 
Mstep: Class 8 contains 10182 members 
Mstep: Class 9 contains 25829 members 
Mstep: Class 10 contains 33131 members 
Mstep: Class 11 contains 2164 members 
Mstep: Class 12 contains 73137 members 
Mstep: Class 13 contains 18140 members 
Mstep: Class 14 contains 142729 members 
Mstep: Class 15 contains 2479 members 
Mstep: Class 16 contains 17980 members 
Mstep: Class 17 contains 9545 members 
Mstep: Class 18 contains 20888 members 
Mstep: Class 19 contains 34739 members 
Mstep: Class 20 contains 5697 members 
Mstep: Class 21 contains 11895 members 
Mstep: Class 22 contains 2984 members 
Mstep: Class 23 contains 21863 members 
Mstep: Class 24 contains 39334 members 
Mstep: Class 25 contains 7912 members 
Mstep: Class 26 contains 3859 members 
Mstep: Class 27 contains 2339 members 
Mstep: Class 28 contains 23216 members 
Mstep: Class 29 contains 411 members 
Mstep: Class 30 contains 3796 members 
Mstep: Class 31 contains 12571 members 
Mstep: Class 32 contains 13693 members 
Mstep: Class 33 contains 8162 members 
Mstep: Class 34 contains 13804 members 
Mstep: Class 35 contains 2404 members 
Mstep: Class 36 contains 11701 members 
Mstep: Class 37 contains 3940 members 
Mstep: Class 38 contains 10100 members 
Mstep: Class 39 contains 38237 members 
Mstep: Class 40 contains 18794 members 
Mstep: Class 41 contains 1389 members 
Mstep: Class 42 contains 24700 members 
Mstep: Class 43 contains 4308 members 
Mstep: Class 44 contains 3286 members 
Mstep: Class 45 contains 4555 members 
Mstep: Class 46 contains 4156 members 
Mstep: Class 47 contains 25811 members 
Mstep: Class 48 contains 818 members 
Mstep: Class 49 contains 3229 members 
Mstep: Class 50 contains 22286 members 
Mstep: Class 51 contains 3963 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100308352.000000 Penalty: 112857.750000
Iteration 337Q: 52 clusters Score -1.003084e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 47724 members 
Mstep: Class 2 contains 5048 members 
Mstep: Class 3 contains 2089 members 
Mstep: Class 4 contains 3293 members 
Mstep: Class 5 contains 14516 members 
Mstep: Class 6 contains 1279 members 
Mstep: Class 7 contains 476 members 
Mstep: Class 8 contains 10182 members 
Mstep: Class 9 contains 25830 members 
Mstep: Class 10 contains 33131 members 
Mstep: Class 11 contains 2164 members 
Mstep: Class 12 contains 73137 members 
Mstep: Class 13 contains 18140 members 
Mstep: Class 14 contains 142729 members 
Mstep: Class 15 contains 2479 members 
Mstep: Class 16 contains 17980 members 
Mstep: Class 17 contains 9545 members 
Mstep: Class 18 contains 20887 members 
Mstep: Class 19 contains 34739 members 
Mstep: Class 20 contains 5697 members 
Mstep: Class 21 contains 11895 members 
Mstep: Class 22 contains 2984 members 
Mstep: Class 23 contains 21863 members 
Mstep: Class 24 contains 39334 members 
Mstep: Class 25 contains 7912 members 
Mstep: Class 26 contains 3859 members 
Mstep: Class 27 contains 2339 members 
Mstep: Class 28 contains 23216 members 
Mstep: Class 29 contains 411 members 
Mstep: Class 30 contains 3796 members 
Mstep: Class 31 contains 12571 members 
Mstep: Class 32 contains 13693 members 
Mstep: Class 33 contains 8162 members 
Mstep: Class 34 contains 13804 members 
Mstep: Class 35 contains 2404 members 
Mstep: Class 36 contains 11701 members 
Mstep: Class 37 contains 3940 members 
Mstep: Class 38 contains 10100 members 
Mstep: Class 39 contains 38237 members 
Mstep: Class 40 contains 18794 members 
Mstep: Class 41 contains 1389 members 
Mstep: Class 42 contains 24700 members 
Mstep: Class 43 contains 4308 members 
Mstep: Class 44 contains 3286 members 
Mstep: Class 45 contains 4555 members 
Mstep: Class 46 contains 4156 members 
Mstep: Class 47 contains 25811 members 
Mstep: Class 48 contains 818 members 
Mstep: Class 49 contains 3229 members 
Mstep: Class 50 contains 22286 members 
Mstep: Class 51 contains 3963 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100308352.000000 Penalty: 112857.750000
Iteration 338Q: 52 clusters Score -1.003084e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 47724 members 
Mstep: Class 2 contains 5048 members 
Mstep: Class 3 contains 2089 members 
Mstep: Class 4 contains 3293 members 
Mstep: Class 5 contains 14516 members 
Mstep: Class 6 contains 1279 members 
Mstep: Class 7 contains 476 members 
Mstep: Class 8 contains 10183 members 
Mstep: Class 9 contains 25832 members 
Mstep: Class 10 contains 33131 members 
Mstep: Class 11 contains 2164 members 
Mstep: Class 12 contains 73136 members 
Mstep: Class 13 contains 18140 members 
Mstep: Class 14 contains 142729 members 
Mstep: Class 15 contains 2479 members 
Mstep: Class 16 contains 17980 members 
Mstep: Class 17 contains 9545 members 
Mstep: Class 18 contains 20887 members 
Mstep: Class 19 contains 34739 members 
Mstep: Class 20 contains 5697 members 
Mstep: Class 21 contains 11894 members 
Mstep: Class 22 contains 2984 members 
Mstep: Class 23 contains 21863 members 
Mstep: Class 24 contains 39334 members 
Mstep: Class 25 contains 7912 members 
Mstep: Class 26 contains 3859 members 
Mstep: Class 27 contains 2339 members 
Mstep: Class 28 contains 23216 members 
Mstep: Class 29 contains 411 members 
Mstep: Class 30 contains 3796 members 
Mstep: Class 31 contains 12571 members 
Mstep: Class 32 contains 13693 members 
Mstep: Class 33 contains 8162 members 
Mstep: Class 34 contains 13804 members 
Mstep: Class 35 contains 2404 members 
Mstep: Class 36 contains 11701 members 
Mstep: Class 37 contains 3940 members 
Mstep: Class 38 contains 10100 members 
Mstep: Class 39 contains 38236 members 
Mstep: Class 40 contains 18794 members 
Mstep: Class 41 contains 1389 members 
Mstep: Class 42 contains 24700 members 
Mstep: Class 43 contains 4308 members 
Mstep: Class 44 contains 3286 members 
Mstep: Class 45 contains 4555 members 
Mstep: Class 46 contains 4156 members 
Mstep: Class 47 contains 25811 members 
Mstep: Class 48 contains 818 members 
Mstep: Class 49 contains 3229 members 
Mstep: Class 50 contains 22286 members 
Mstep: Class 51 contains 3963 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100308352.000000 Penalty: 112857.750000
Iteration 339Q: 52 clusters Score -1.003084e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 47724 members 
Mstep: Class 2 contains 5048 members 
Mstep: Class 3 contains 2089 members 
Mstep: Class 4 contains 3293 members 
Mstep: Class 5 contains 14516 members 
Mstep: Class 6 contains 1279 members 
Mstep: Class 7 contains 476 members 
Mstep: Class 8 contains 10187 members 
Mstep: Class 9 contains 25832 members 
Mstep: Class 10 contains 33131 members 
Mstep: Class 11 contains 2164 members 
Mstep: Class 12 contains 73136 members 
Mstep: Class 13 contains 18140 members 
Mstep: Class 14 contains 142729 members 
Mstep: Class 15 contains 2479 members 
Mstep: Class 16 contains 17980 members 
Mstep: Class 17 contains 9545 members 
Mstep: Class 18 contains 20886 members 
Mstep: Class 19 contains 34738 members 
Mstep: Class 20 contains 5697 members 
Mstep: Class 21 contains 11894 members 
Mstep: Class 22 contains 2984 members 
Mstep: Class 23 contains 21863 members 
Mstep: Class 24 contains 39334 members 
Mstep: Class 25 contains 7912 members 
Mstep: Class 26 contains 3859 members 
Mstep: Class 27 contains 2339 members 
Mstep: Class 28 contains 23216 members 
Mstep: Class 29 contains 411 members 
Mstep: Class 30 contains 3796 members 
Mstep: Class 31 contains 12571 members 
Mstep: Class 32 contains 13693 members 
Mstep: Class 33 contains 8162 members 
Mstep: Class 34 contains 13804 members 
Mstep: Class 35 contains 2404 members 
Mstep: Class 36 contains 11701 members 
Mstep: Class 37 contains 3940 members 
Mstep: Class 38 contains 10098 members 
Mstep: Class 39 contains 38236 members 
Mstep: Class 40 contains 18794 members 
Mstep: Class 41 contains 1389 members 
Mstep: Class 42 contains 24700 members 
Mstep: Class 43 contains 4308 members 
Mstep: Class 44 contains 3286 members 
Mstep: Class 45 contains 4555 members 
Mstep: Class 46 contains 4156 members 
Mstep: Class 47 contains 25811 members 
Mstep: Class 48 contains 818 members 
Mstep: Class 49 contains 3229 members 
Mstep: Class 50 contains 22286 members 
Mstep: Class 51 contains 3963 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100308336.000000 Penalty: 112857.750000
Iteration 340F: 52 clusters Score -1.003083e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 47724 members 
Mstep: Class 2 contains 5048 members 
Mstep: Class 3 contains 2089 members 
Mstep: Class 4 contains 3293 members 
Mstep: Class 5 contains 14517 members 
Mstep: Class 6 contains 1279 members 
Mstep: Class 7 contains 476 members 
Mstep: Class 8 contains 10186 members 
Mstep: Class 9 contains 25832 members 
Mstep: Class 10 contains 33132 members 
Mstep: Class 11 contains 2164 members 
Mstep: Class 12 contains 73135 members 
Mstep: Class 13 contains 18140 members 
Mstep: Class 14 contains 142729 members 
Mstep: Class 15 contains 2479 members 
Mstep: Class 16 contains 17980 members 
Mstep: Class 17 contains 9545 members 
Mstep: Class 18 contains 20886 members 
Mstep: Class 19 contains 34738 members 
Mstep: Class 20 contains 5697 members 
Mstep: Class 21 contains 11894 members 
Mstep: Class 22 contains 2984 members 
Mstep: Class 23 contains 21863 members 
Mstep: Class 24 contains 39334 members 
Mstep: Class 25 contains 7912 members 
Mstep: Class 26 contains 3859 members 
Mstep: Class 27 contains 2339 members 
Mstep: Class 28 contains 23217 members 
Mstep: Class 29 contains 411 members 
Mstep: Class 30 contains 3796 members 
Mstep: Class 31 contains 12571 members 
Mstep: Class 32 contains 13693 members 
Mstep: Class 33 contains 8162 members 
Mstep: Class 34 contains 13804 members 
Mstep: Class 35 contains 2404 members 
Mstep: Class 36 contains 11701 members 
Mstep: Class 37 contains 3940 members 
Mstep: Class 38 contains 10097 members 
Mstep: Class 39 contains 38236 members 
Mstep: Class 40 contains 18794 members 
Mstep: Class 41 contains 1389 members 
Mstep: Class 42 contains 24700 members 
Mstep: Class 43 contains 4308 members 
Mstep: Class 44 contains 3286 members 
Mstep: Class 45 contains 4555 members 
Mstep: Class 46 contains 4156 members 
Mstep: Class 47 contains 25811 members 
Mstep: Class 48 contains 818 members 
Mstep: Class 49 contains 3229 members 
Mstep: Class 50 contains 22286 members 
Mstep: Class 51 contains 3963 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100308352.000000 Penalty: 112857.750000
Iteration 341Q: 52 clusters Score -1.003084e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 47724 members 
Mstep: Class 2 contains 5048 members 
Mstep: Class 3 contains 2089 members 
Mstep: Class 4 contains 3293 members 
Mstep: Class 5 contains 14516 members 
Mstep: Class 6 contains 1279 members 
Mstep: Class 7 contains 476 members 
Mstep: Class 8 contains 10187 members 
Mstep: Class 9 contains 25832 members 
Mstep: Class 10 contains 33132 members 
Mstep: Class 11 contains 2164 members 
Mstep: Class 12 contains 73135 members 
Mstep: Class 13 contains 18140 members 
Mstep: Class 14 contains 142729 members 
Mstep: Class 15 contains 2479 members 
Mstep: Class 16 contains 17980 members 
Mstep: Class 17 contains 9545 members 
Mstep: Class 18 contains 20884 members 
Mstep: Class 19 contains 34738 members 
Mstep: Class 20 contains 5697 members 
Mstep: Class 21 contains 11895 members 
Mstep: Class 22 contains 2984 members 
Mstep: Class 23 contains 21864 members 
Mstep: Class 24 contains 39334 members 
Mstep: Class 25 contains 7912 members 
Mstep: Class 26 contains 3859 members 
Mstep: Class 27 contains 2339 members 
Mstep: Class 28 contains 23217 members 
Mstep: Class 29 contains 411 members 
Mstep: Class 30 contains 3796 members 
Mstep: Class 31 contains 12571 members 
Mstep: Class 32 contains 13693 members 
Mstep: Class 33 contains 8162 members 
Mstep: Class 34 contains 13804 members 
Mstep: Class 35 contains 2404 members 
Mstep: Class 36 contains 11701 members 
Mstep: Class 37 contains 3940 members 
Mstep: Class 38 contains 10096 members 
Mstep: Class 39 contains 38236 members 
Mstep: Class 40 contains 18794 members 
Mstep: Class 41 contains 1389 members 
Mstep: Class 42 contains 24700 members 
Mstep: Class 43 contains 4308 members 
Mstep: Class 44 contains 3286 members 
Mstep: Class 45 contains 4556 members 
Mstep: Class 46 contains 4156 members 
Mstep: Class 47 contains 25811 members 
Mstep: Class 48 contains 818 members 
Mstep: Class 49 contains 3229 members 
Mstep: Class 50 contains 22286 members 
Mstep: Class 51 contains 3963 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100308336.000000 Penalty: 112857.750000
Iteration 342Q: 52 clusters Score -1.003083e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 47724 members 
Mstep: Class 2 contains 5048 members 
Mstep: Class 3 contains 2089 members 
Mstep: Class 4 contains 3293 members 
Mstep: Class 5 contains 14515 members 
Mstep: Class 6 contains 1279 members 
Mstep: Class 7 contains 476 members 
Mstep: Class 8 contains 10190 members 
Mstep: Class 9 contains 25832 members 
Mstep: Class 10 contains 33132 members 
Mstep: Class 11 contains 2164 members 
Mstep: Class 12 contains 73135 members 
Mstep: Class 13 contains 18140 members 
Mstep: Class 14 contains 142729 members 
Mstep: Class 15 contains 2479 members 
Mstep: Class 16 contains 17980 members 
Mstep: Class 17 contains 9545 members 
Mstep: Class 18 contains 20884 members 
Mstep: Class 19 contains 34738 members 
Mstep: Class 20 contains 5697 members 
Mstep: Class 21 contains 11894 members 
Mstep: Class 22 contains 2984 members 
Mstep: Class 23 contains 21864 members 
Mstep: Class 24 contains 39334 members 
Mstep: Class 25 contains 7912 members 
Mstep: Class 26 contains 3859 members 
Mstep: Class 27 contains 2339 members 
Mstep: Class 28 contains 23216 members 
Mstep: Class 29 contains 411 members 
Mstep: Class 30 contains 3796 members 
Mstep: Class 31 contains 12571 members 
Mstep: Class 32 contains 13693 members 
Mstep: Class 33 contains 8162 members 
Mstep: Class 34 contains 13805 members 
Mstep: Class 35 contains 2404 members 
Mstep: Class 36 contains 11701 members 
Mstep: Class 37 contains 3940 members 
Mstep: Class 38 contains 10095 members 
Mstep: Class 39 contains 38236 members 
Mstep: Class 40 contains 18793 members 
Mstep: Class 41 contains 1389 members 
Mstep: Class 42 contains 24700 members 
Mstep: Class 43 contains 4308 members 
Mstep: Class 44 contains 3286 members 
Mstep: Class 45 contains 4557 members 
Mstep: Class 46 contains 4156 members 
Mstep: Class 47 contains 25811 members 
Mstep: Class 48 contains 818 members 
Mstep: Class 49 contains 3229 members 
Mstep: Class 50 contains 22286 members 
Mstep: Class 51 contains 3963 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100308304.000000 Penalty: 112857.750000
Iteration 343Q: 52 clusters Score -1.003083e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 47724 members 
Mstep: Class 2 contains 5048 members 
Mstep: Class 3 contains 2089 members 
Mstep: Class 4 contains 3293 members 
Mstep: Class 5 contains 14513 members 
Mstep: Class 6 contains 1279 members 
Mstep: Class 7 contains 476 members 
Mstep: Class 8 contains 10191 members 
Mstep: Class 9 contains 25832 members 
Mstep: Class 10 contains 33131 members 
Mstep: Class 11 contains 2164 members 
Mstep: Class 12 contains 73135 members 
Mstep: Class 13 contains 18140 members 
Mstep: Class 14 contains 142729 members 
Mstep: Class 15 contains 2479 members 
Mstep: Class 16 contains 17980 members 
Mstep: Class 17 contains 9545 members 
Mstep: Class 18 contains 20884 members 
Mstep: Class 19 contains 34738 members 
Mstep: Class 20 contains 5697 members 
Mstep: Class 21 contains 11895 members 
Mstep: Class 22 contains 2984 members 
Mstep: Class 23 contains 21864 members 
Mstep: Class 24 contains 39334 members 
Mstep: Class 25 contains 7912 members 
Mstep: Class 26 contains 3859 members 
Mstep: Class 27 contains 2339 members 
Mstep: Class 28 contains 23216 members 
Mstep: Class 29 contains 411 members 
Mstep: Class 30 contains 3796 members 
Mstep: Class 31 contains 12571 members 
Mstep: Class 32 contains 13694 members 
Mstep: Class 33 contains 8162 members 
Mstep: Class 34 contains 13805 members 
Mstep: Class 35 contains 2404 members 
Mstep: Class 36 contains 11701 members 
Mstep: Class 37 contains 3940 members 
Mstep: Class 38 contains 10093 members 
Mstep: Class 39 contains 38236 members 
Mstep: Class 40 contains 18794 members 
Mstep: Class 41 contains 1389 members 
Mstep: Class 42 contains 24700 members 
Mstep: Class 43 contains 4308 members 
Mstep: Class 44 contains 3286 members 
Mstep: Class 45 contains 4558 members 
Mstep: Class 46 contains 4156 members 
Mstep: Class 47 contains 25811 members 
Mstep: Class 48 contains 818 members 
Mstep: Class 49 contains 3229 members 
Mstep: Class 50 contains 22286 members 
Mstep: Class 51 contains 3963 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100308328.000000 Penalty: 112857.750000
Iteration 344Q: 52 clusters Score -1.003083e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 47724 members 
Mstep: Class 2 contains 5048 members 
Mstep: Class 3 contains 2089 members 
Mstep: Class 4 contains 3293 members 
Mstep: Class 5 contains 14513 members 
Mstep: Class 6 contains 1279 members 
Mstep: Class 7 contains 476 members 
Mstep: Class 8 contains 10193 members 
Mstep: Class 9 contains 25832 members 
Mstep: Class 10 contains 33130 members 
Mstep: Class 11 contains 2164 members 
Mstep: Class 12 contains 73135 members 
Mstep: Class 13 contains 18140 members 
Mstep: Class 14 contains 142730 members 
Mstep: Class 15 contains 2479 members 
Mstep: Class 16 contains 17980 members 
Mstep: Class 17 contains 9545 members 
Mstep: Class 18 contains 20884 members 
Mstep: Class 19 contains 34738 members 
Mstep: Class 20 contains 5697 members 
Mstep: Class 21 contains 11896 members 
Mstep: Class 22 contains 2984 members 
Mstep: Class 23 contains 21863 members 
Mstep: Class 24 contains 39334 members 
Mstep: Class 25 contains 7912 members 
Mstep: Class 26 contains 3859 members 
Mstep: Class 27 contains 2339 members 
Mstep: Class 28 contains 23217 members 
Mstep: Class 29 contains 411 members 
Mstep: Class 30 contains 3797 members 
Mstep: Class 31 contains 12571 members 
Mstep: Class 32 contains 13693 members 
Mstep: Class 33 contains 8162 members 
Mstep: Class 34 contains 13805 members 
Mstep: Class 35 contains 2404 members 
Mstep: Class 36 contains 11701 members 
Mstep: Class 37 contains 3940 members 
Mstep: Class 38 contains 10091 members 
Mstep: Class 39 contains 38236 members 
Mstep: Class 40 contains 18793 members 
Mstep: Class 41 contains 1389 members 
Mstep: Class 42 contains 24700 members 
Mstep: Class 43 contains 4308 members 
Mstep: Class 44 contains 3286 members 
Mstep: Class 45 contains 4558 members 
Mstep: Class 46 contains 4156 members 
Mstep: Class 47 contains 25811 members 
Mstep: Class 48 contains 818 members 
Mstep: Class 49 contains 3229 members 
Mstep: Class 50 contains 22286 members 
Mstep: Class 51 contains 3963 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100308328.000000 Penalty: 112857.750000
Iteration 345Q: 52 clusters Score -1.003083e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 47723 members 
Mstep: Class 2 contains 5048 members 
Mstep: Class 3 contains 2089 members 
Mstep: Class 4 contains 3293 members 
Mstep: Class 5 contains 14513 members 
Mstep: Class 6 contains 1279 members 
Mstep: Class 7 contains 476 members 
Mstep: Class 8 contains 10196 members 
Mstep: Class 9 contains 25831 members 
Mstep: Class 10 contains 33129 members 
Mstep: Class 11 contains 2164 members 
Mstep: Class 12 contains 73135 members 
Mstep: Class 13 contains 18140 members 
Mstep: Class 14 contains 142731 members 
Mstep: Class 15 contains 2479 members 
Mstep: Class 16 contains 17980 members 
Mstep: Class 17 contains 9545 members 
Mstep: Class 18 contains 20885 members 
Mstep: Class 19 contains 34738 members 
Mstep: Class 20 contains 5697 members 
Mstep: Class 21 contains 11896 members 
Mstep: Class 22 contains 2984 members 
Mstep: Class 23 contains 21862 members 
Mstep: Class 24 contains 39334 members 
Mstep: Class 25 contains 7912 members 
Mstep: Class 26 contains 3859 members 
Mstep: Class 27 contains 2339 members 
Mstep: Class 28 contains 23216 members 
Mstep: Class 29 contains 411 members 
Mstep: Class 30 contains 3797 members 
Mstep: Class 31 contains 12571 members 
Mstep: Class 32 contains 13692 members 
Mstep: Class 33 contains 8162 members 
Mstep: Class 34 contains 13805 members 
Mstep: Class 35 contains 2404 members 
Mstep: Class 36 contains 11702 members 
Mstep: Class 37 contains 3940 members 
Mstep: Class 38 contains 10089 members 
Mstep: Class 39 contains 38236 members 
Mstep: Class 40 contains 18794 members 
Mstep: Class 41 contains 1389 members 
Mstep: Class 42 contains 24700 members 
Mstep: Class 43 contains 4308 members 
Mstep: Class 44 contains 3286 members 
Mstep: Class 45 contains 4558 members 
Mstep: Class 46 contains 4156 members 
Mstep: Class 47 contains 25811 members 
Mstep: Class 48 contains 818 members 
Mstep: Class 49 contains 3229 members 
Mstep: Class 50 contains 22287 members 
Mstep: Class 51 contains 3963 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100308312.000000 Penalty: 112857.750000
Iteration 346Q: 52 clusters Score -1.003083e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 47723 members 
Mstep: Class 2 contains 5048 members 
Mstep: Class 3 contains 2089 members 
Mstep: Class 4 contains 3293 members 
Mstep: Class 5 contains 14513 members 
Mstep: Class 6 contains 1279 members 
Mstep: Class 7 contains 476 members 
Mstep: Class 8 contains 10197 members 
Mstep: Class 9 contains 25831 members 
Mstep: Class 10 contains 33129 members 
Mstep: Class 11 contains 2164 members 
Mstep: Class 12 contains 73135 members 
Mstep: Class 13 contains 18140 members 
Mstep: Class 14 contains 142731 members 
Mstep: Class 15 contains 2479 members 
Mstep: Class 16 contains 17980 members 
Mstep: Class 17 contains 9545 members 
Mstep: Class 18 contains 20886 members 
Mstep: Class 19 contains 34737 members 
Mstep: Class 20 contains 5697 members 
Mstep: Class 21 contains 11896 members 
Mstep: Class 22 contains 2984 members 
Mstep: Class 23 contains 21861 members 
Mstep: Class 24 contains 39334 members 
Mstep: Class 25 contains 7912 members 
Mstep: Class 26 contains 3859 members 
Mstep: Class 27 contains 2339 members 
Mstep: Class 28 contains 23217 members 
Mstep: Class 29 contains 411 members 
Mstep: Class 30 contains 3797 members 
Mstep: Class 31 contains 12571 members 
Mstep: Class 32 contains 13691 members 
Mstep: Class 33 contains 8162 members 
Mstep: Class 34 contains 13805 members 
Mstep: Class 35 contains 2404 members 
Mstep: Class 36 contains 11702 members 
Mstep: Class 37 contains 3940 members 
Mstep: Class 38 contains 10088 members 
Mstep: Class 39 contains 38236 members 
Mstep: Class 40 contains 18795 members 
Mstep: Class 41 contains 1389 members 
Mstep: Class 42 contains 24700 members 
Mstep: Class 43 contains 4308 members 
Mstep: Class 44 contains 3286 members 
Mstep: Class 45 contains 4558 members 
Mstep: Class 46 contains 4156 members 
Mstep: Class 47 contains 25811 members 
Mstep: Class 48 contains 818 members 
Mstep: Class 49 contains 3229 members 
Mstep: Class 50 contains 22287 members 
Mstep: Class 51 contains 3963 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100308312.000000 Penalty: 112857.750000
Iteration 347Q: 52 clusters Score -1.003083e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 47724 members 
Mstep: Class 2 contains 5048 members 
Mstep: Class 3 contains 2089 members 
Mstep: Class 4 contains 3293 members 
Mstep: Class 5 contains 14513 members 
Mstep: Class 6 contains 1279 members 
Mstep: Class 7 contains 476 members 
Mstep: Class 8 contains 10199 members 
Mstep: Class 9 contains 25832 members 
Mstep: Class 10 contains 33128 members 
Mstep: Class 11 contains 2164 members 
Mstep: Class 12 contains 73133 members 
Mstep: Class 13 contains 18140 members 
Mstep: Class 14 contains 142731 members 
Mstep: Class 15 contains 2479 members 
Mstep: Class 16 contains 17980 members 
Mstep: Class 17 contains 9545 members 
Mstep: Class 18 contains 20885 members 
Mstep: Class 19 contains 34737 members 
Mstep: Class 20 contains 5697 members 
Mstep: Class 21 contains 11896 members 
Mstep: Class 22 contains 2984 members 
Mstep: Class 23 contains 21861 members 
Mstep: Class 24 contains 39334 members 
Mstep: Class 25 contains 7912 members 
Mstep: Class 26 contains 3859 members 
Mstep: Class 27 contains 2339 members 
Mstep: Class 28 contains 23215 members 
Mstep: Class 29 contains 411 members 
Mstep: Class 30 contains 3797 members 
Mstep: Class 31 contains 12571 members 
Mstep: Class 32 contains 13691 members 
Mstep: Class 33 contains 8162 members 
Mstep: Class 34 contains 13805 members 
Mstep: Class 35 contains 2404 members 
Mstep: Class 36 contains 11702 members 
Mstep: Class 37 contains 3940 members 
Mstep: Class 38 contains 10089 members 
Mstep: Class 39 contains 38236 members 
Mstep: Class 40 contains 18796 members 
Mstep: Class 41 contains 1389 members 
Mstep: Class 42 contains 24700 members 
Mstep: Class 43 contains 4308 members 
Mstep: Class 44 contains 3286 members 
Mstep: Class 45 contains 4558 members 
Mstep: Class 46 contains 4156 members 
Mstep: Class 47 contains 25811 members 
Mstep: Class 48 contains 818 members 
Mstep: Class 49 contains 3229 members 
Mstep: Class 50 contains 22287 members 
Mstep: Class 51 contains 3963 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100308288.000000 Penalty: 112857.750000
Iteration 348Q: 52 clusters Score -1.003083e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 47723 members 
Mstep: Class 2 contains 5048 members 
Mstep: Class 3 contains 2089 members 
Mstep: Class 4 contains 3293 members 
Mstep: Class 5 contains 14513 members 
Mstep: Class 6 contains 1279 members 
Mstep: Class 7 contains 476 members 
Mstep: Class 8 contains 10201 members 
Mstep: Class 9 contains 25832 members 
Mstep: Class 10 contains 33127 members 
Mstep: Class 11 contains 2164 members 
Mstep: Class 12 contains 73133 members 
Mstep: Class 13 contains 18140 members 
Mstep: Class 14 contains 142731 members 
Mstep: Class 15 contains 2479 members 
Mstep: Class 16 contains 17980 members 
Mstep: Class 17 contains 9545 members 
Mstep: Class 18 contains 20885 members 
Mstep: Class 19 contains 34737 members 
Mstep: Class 20 contains 5697 members 
Mstep: Class 21 contains 11896 members 
Mstep: Class 22 contains 2984 members 
Mstep: Class 23 contains 21861 members 
Mstep: Class 24 contains 39334 members 
Mstep: Class 25 contains 7912 members 
Mstep: Class 26 contains 3859 members 
Mstep: Class 27 contains 2339 members 
Mstep: Class 28 contains 23213 members 
Mstep: Class 29 contains 411 members 
Mstep: Class 30 contains 3797 members 
Mstep: Class 31 contains 12571 members 
Mstep: Class 32 contains 13691 members 
Mstep: Class 33 contains 8162 members 
Mstep: Class 34 contains 13805 members 
Mstep: Class 35 contains 2404 members 
Mstep: Class 36 contains 11702 members 
Mstep: Class 37 contains 3940 members 
Mstep: Class 38 contains 10089 members 
Mstep: Class 39 contains 38237 members 
Mstep: Class 40 contains 18797 members 
Mstep: Class 41 contains 1389 members 
Mstep: Class 42 contains 24700 members 
Mstep: Class 43 contains 4308 members 
Mstep: Class 44 contains 3286 members 
Mstep: Class 45 contains 4558 members 
Mstep: Class 46 contains 4156 members 
Mstep: Class 47 contains 25811 members 
Mstep: Class 48 contains 818 members 
Mstep: Class 49 contains 3229 members 
Mstep: Class 50 contains 22287 members 
Mstep: Class 51 contains 3963 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100308296.000000 Penalty: 112857.750000
Iteration 349Q: 52 clusters Score -1.003083e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 47723 members 
Mstep: Class 2 contains 5048 members 
Mstep: Class 3 contains 2089 members 
Mstep: Class 4 contains 3293 members 
Mstep: Class 5 contains 14513 members 
Mstep: Class 6 contains 1279 members 
Mstep: Class 7 contains 476 members 
Mstep: Class 8 contains 10204 members 
Mstep: Class 9 contains 25833 members 
Mstep: Class 10 contains 33127 members 
Mstep: Class 11 contains 2164 members 
Mstep: Class 12 contains 73132 members 
Mstep: Class 13 contains 18140 members 
Mstep: Class 14 contains 142731 members 
Mstep: Class 15 contains 2479 members 
Mstep: Class 16 contains 17980 members 
Mstep: Class 17 contains 9545 members 
Mstep: Class 18 contains 20885 members 
Mstep: Class 19 contains 34737 members 
Mstep: Class 20 contains 5697 members 
Mstep: Class 21 contains 11896 members 
Mstep: Class 22 contains 2984 members 
Mstep: Class 23 contains 21861 members 
Mstep: Class 24 contains 39334 members 
Mstep: Class 25 contains 7912 members 
Mstep: Class 26 contains 3859 members 
Mstep: Class 27 contains 2339 members 
Mstep: Class 28 contains 23212 members 
Mstep: Class 29 contains 411 members 
Mstep: Class 30 contains 3797 members 
Mstep: Class 31 contains 12571 members 
Mstep: Class 32 contains 13691 members 
Mstep: Class 33 contains 8162 members 
Mstep: Class 34 contains 13805 members 
Mstep: Class 35 contains 2404 members 
Mstep: Class 36 contains 11702 members 
Mstep: Class 37 contains 3940 members 
Mstep: Class 38 contains 10088 members 
Mstep: Class 39 contains 38237 members 
Mstep: Class 40 contains 18796 members 
Mstep: Class 41 contains 1389 members 
Mstep: Class 42 contains 24700 members 
Mstep: Class 43 contains 4308 members 
Mstep: Class 44 contains 3286 members 
Mstep: Class 45 contains 4558 members 
Mstep: Class 46 contains 4156 members 
Mstep: Class 47 contains 25811 members 
Mstep: Class 48 contains 818 members 
Mstep: Class 49 contains 3229 members 
Mstep: Class 50 contains 22287 members 
Mstep: Class 51 contains 3963 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100308312.000000 Penalty: 112857.750000
Iteration 350Q: 52 clusters Score -1.003083e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 47724 members 
Mstep: Class 2 contains 5048 members 
Mstep: Class 3 contains 2089 members 
Mstep: Class 4 contains 3293 members 
Mstep: Class 5 contains 14513 members 
Mstep: Class 6 contains 1279 members 
Mstep: Class 7 contains 476 members 
Mstep: Class 8 contains 10203 members 
Mstep: Class 9 contains 25834 members 
Mstep: Class 10 contains 33128 members 
Mstep: Class 11 contains 2164 members 
Mstep: Class 12 contains 73131 members 
Mstep: Class 13 contains 18140 members 
Mstep: Class 14 contains 142730 members 
Mstep: Class 15 contains 2479 members 
Mstep: Class 16 contains 17980 members 
Mstep: Class 17 contains 9545 members 
Mstep: Class 18 contains 20886 members 
Mstep: Class 19 contains 34737 members 
Mstep: Class 20 contains 5697 members 
Mstep: Class 21 contains 11896 members 
Mstep: Class 22 contains 2984 members 
Mstep: Class 23 contains 21860 members 
Mstep: Class 24 contains 39334 members 
Mstep: Class 25 contains 7912 members 
Mstep: Class 26 contains 3859 members 
Mstep: Class 27 contains 2339 members 
Mstep: Class 28 contains 23211 members 
Mstep: Class 29 contains 411 members 
Mstep: Class 30 contains 3797 members 
Mstep: Class 31 contains 12571 members 
Mstep: Class 32 contains 13691 members 
Mstep: Class 33 contains 8162 members 
Mstep: Class 34 contains 13805 members 
Mstep: Class 35 contains 2404 members 
Mstep: Class 36 contains 11702 members 
Mstep: Class 37 contains 3940 members 
Mstep: Class 38 contains 10088 members 
Mstep: Class 39 contains 38238 members 
Mstep: Class 40 contains 18796 members 
Mstep: Class 41 contains 1389 members 
Mstep: Class 42 contains 24700 members 
Mstep: Class 43 contains 4308 members 
Mstep: Class 44 contains 3286 members 
Mstep: Class 45 contains 4558 members 
Mstep: Class 46 contains 4156 members 
Mstep: Class 47 contains 25811 members 
Mstep: Class 48 contains 818 members 
Mstep: Class 49 contains 3229 members 
Mstep: Class 50 contains 22287 members 
Mstep: Class 51 contains 3963 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100308320.000000 Penalty: 112857.750000
Iteration 351Q: 52 clusters Score -1.003083e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 47724 members 
Mstep: Class 2 contains 5048 members 
Mstep: Class 3 contains 2089 members 
Mstep: Class 4 contains 3293 members 
Mstep: Class 5 contains 14513 members 
Mstep: Class 6 contains 1279 members 
Mstep: Class 7 contains 476 members 
Mstep: Class 8 contains 10201 members 
Mstep: Class 9 contains 25835 members 
Mstep: Class 10 contains 33129 members 
Mstep: Class 11 contains 2164 members 
Mstep: Class 12 contains 73130 members 
Mstep: Class 13 contains 18140 members 
Mstep: Class 14 contains 142730 members 
Mstep: Class 15 contains 2479 members 
Mstep: Class 16 contains 17980 members 
Mstep: Class 17 contains 9545 members 
Mstep: Class 18 contains 20887 members 
Mstep: Class 19 contains 34736 members 
Mstep: Class 20 contains 5697 members 
Mstep: Class 21 contains 11896 members 
Mstep: Class 22 contains 2984 members 
Mstep: Class 23 contains 21860 members 
Mstep: Class 24 contains 39334 members 
Mstep: Class 25 contains 7912 members 
Mstep: Class 26 contains 3859 members 
Mstep: Class 27 contains 2339 members 
Mstep: Class 28 contains 23211 members 
Mstep: Class 29 contains 411 members 
Mstep: Class 30 contains 3797 members 
Mstep: Class 31 contains 12571 members 
Mstep: Class 32 contains 13691 members 
Mstep: Class 33 contains 8162 members 
Mstep: Class 34 contains 13805 members 
Mstep: Class 35 contains 2404 members 
Mstep: Class 36 contains 11702 members 
Mstep: Class 37 contains 3940 members 
Mstep: Class 38 contains 10088 members 
Mstep: Class 39 contains 38238 members 
Mstep: Class 40 contains 18796 members 
Mstep: Class 41 contains 1389 members 
Mstep: Class 42 contains 24701 members 
Mstep: Class 43 contains 4308 members 
Mstep: Class 44 contains 3286 members 
Mstep: Class 45 contains 4558 members 
Mstep: Class 46 contains 4156 members 
Mstep: Class 47 contains 25811 members 
Mstep: Class 48 contains 818 members 
Mstep: Class 49 contains 3229 members 
Mstep: Class 50 contains 22287 members 
Mstep: Class 51 contains 3963 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100308328.000000 Penalty: 112857.750000
Iteration 352Q: 52 clusters Score -1.003083e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 47724 members 
Mstep: Class 2 contains 5048 members 
Mstep: Class 3 contains 2089 members 
Mstep: Class 4 contains 3293 members 
Mstep: Class 5 contains 14513 members 
Mstep: Class 6 contains 1279 members 
Mstep: Class 7 contains 476 members 
Mstep: Class 8 contains 10200 members 
Mstep: Class 9 contains 25835 members 
Mstep: Class 10 contains 33129 members 
Mstep: Class 11 contains 2164 members 
Mstep: Class 12 contains 73130 members 
Mstep: Class 13 contains 18140 members 
Mstep: Class 14 contains 142730 members 
Mstep: Class 15 contains 2479 members 
Mstep: Class 16 contains 17980 members 
Mstep: Class 17 contains 9545 members 
Mstep: Class 18 contains 20887 members 
Mstep: Class 19 contains 34736 members 
Mstep: Class 20 contains 5697 members 
Mstep: Class 21 contains 11896 members 
Mstep: Class 22 contains 2984 members 
Mstep: Class 23 contains 21860 members 
Mstep: Class 24 contains 39334 members 
Mstep: Class 25 contains 7912 members 
Mstep: Class 26 contains 3859 members 
Mstep: Class 27 contains 2339 members 
Mstep: Class 28 contains 23211 members 
Mstep: Class 29 contains 411 members 
Mstep: Class 30 contains 3797 members 
Mstep: Class 31 contains 12571 members 
Mstep: Class 32 contains 13691 members 
Mstep: Class 33 contains 8162 members 
Mstep: Class 34 contains 13805 members 
Mstep: Class 35 contains 2404 members 
Mstep: Class 36 contains 11702 members 
Mstep: Class 37 contains 3940 members 
Mstep: Class 38 contains 10088 members 
Mstep: Class 39 contains 38238 members 
Mstep: Class 40 contains 18796 members 
Mstep: Class 41 contains 1389 members 
Mstep: Class 42 contains 24701 members 
Mstep: Class 43 contains 4308 members 
Mstep: Class 44 contains 3286 members 
Mstep: Class 45 contains 4558 members 
Mstep: Class 46 contains 4157 members 
Mstep: Class 47 contains 25811 members 
Mstep: Class 48 contains 818 members 
Mstep: Class 49 contains 3229 members 
Mstep: Class 50 contains 22287 members 
Mstep: Class 51 contains 3963 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100308320.000000 Penalty: 112857.750000
Iteration 353Q: 52 clusters Score -1.003083e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 47724 members 
Mstep: Class 2 contains 5048 members 
Mstep: Class 3 contains 2089 members 
Mstep: Class 4 contains 3293 members 
Mstep: Class 5 contains 14513 members 
Mstep: Class 6 contains 1279 members 
Mstep: Class 7 contains 476 members 
Mstep: Class 8 contains 10199 members 
Mstep: Class 9 contains 25835 members 
Mstep: Class 10 contains 33129 members 
Mstep: Class 11 contains 2164 members 
Mstep: Class 12 contains 73130 members 
Mstep: Class 13 contains 18140 members 
Mstep: Class 14 contains 142730 members 
Mstep: Class 15 contains 2479 members 
Mstep: Class 16 contains 17980 members 
Mstep: Class 17 contains 9545 members 
Mstep: Class 18 contains 20885 members 
Mstep: Class 19 contains 34736 members 
Mstep: Class 20 contains 5697 members 
Mstep: Class 21 contains 11896 members 
Mstep: Class 22 contains 2984 members 
Mstep: Class 23 contains 21860 members 
Mstep: Class 24 contains 39334 members 
Mstep: Class 25 contains 7912 members 
Mstep: Class 26 contains 3859 members 
Mstep: Class 27 contains 2339 members 
Mstep: Class 28 contains 23211 members 
Mstep: Class 29 contains 411 members 
Mstep: Class 30 contains 3797 members 
Mstep: Class 31 contains 12571 members 
Mstep: Class 32 contains 13691 members 
Mstep: Class 33 contains 8162 members 
Mstep: Class 34 contains 13805 members 
Mstep: Class 35 contains 2404 members 
Mstep: Class 36 contains 11702 members 
Mstep: Class 37 contains 3941 members 
Mstep: Class 38 contains 10088 members 
Mstep: Class 39 contains 38238 members 
Mstep: Class 40 contains 18797 members 
Mstep: Class 41 contains 1389 members 
Mstep: Class 42 contains 24701 members 
Mstep: Class 43 contains 4308 members 
Mstep: Class 44 contains 3286 members 
Mstep: Class 45 contains 4558 members 
Mstep: Class 46 contains 4158 members 
Mstep: Class 47 contains 25811 members 
Mstep: Class 48 contains 818 members 
Mstep: Class 49 contains 3229 members 
Mstep: Class 50 contains 22287 members 
Mstep: Class 51 contains 3963 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100308304.000000 Penalty: 112857.750000
Iteration 354Q: 52 clusters Score -1.003083e+08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 47724 members 
Mstep: Class 2 contains 5048 members 
Mstep: Class 3 contains 2089 members 
Mstep: Class 4 contains 3293 members 
Mstep: Class 5 contains 14513 members 
Mstep: Class 6 contains 1279 members 
Mstep: Class 7 contains 476 members 
Mstep: Class 8 contains 10199 members 
Mstep: Class 9 contains 25835 members 
Mstep: Class 10 contains 33129 members 
Mstep: Class 11 contains 2164 members 
Mstep: Class 12 contains 73130 members 
Mstep: Class 13 contains 18140 members 
Mstep: Class 14 contains 142730 members 
Mstep: Class 15 contains 2479 members 
Mstep: Class 16 contains 17980 members 
Mstep: Class 17 contains 9545 members 
Mstep: Class 18 contains 20885 members 
Mstep: Class 19 contains 34736 members 
Mstep: Class 20 contains 5697 members 
Mstep: Class 21 contains 11896 members 
Mstep: Class 22 contains 2984 members 
Mstep: Class 23 contains 21860 members 
Mstep: Class 24 contains 39334 members 
Mstep: Class 25 contains 7912 members 
Mstep: Class 26 contains 3859 members 
Mstep: Class 27 contains 2339 members 
Mstep: Class 28 contains 23211 members 
Mstep: Class 29 contains 411 members 
Mstep: Class 30 contains 3797 members 
Mstep: Class 31 contains 12571 members 
Mstep: Class 32 contains 13691 members 
Mstep: Class 33 contains 8162 members 
Mstep: Class 34 contains 13805 members 
Mstep: Class 35 contains 2404 members 
Mstep: Class 36 contains 11702 members 
Mstep: Class 37 contains 3941 members 
Mstep: Class 38 contains 10088 members 
Mstep: Class 39 contains 38238 members 
Mstep: Class 40 contains 18797 members 
Mstep: Class 41 contains 1389 members 
Mstep: Class 42 contains 24701 members 
Mstep: Class 43 contains 4308 members 
Mstep: Class 44 contains 3286 members 
Mstep: Class 45 contains 4558 members 
Mstep: Class 46 contains 4158 members 
Mstep: Class 47 contains 25811 members 
Mstep: Class 48 contains 818 members 
Mstep: Class 49 contains 3229 members 
Mstep: Class 50 contains 22287 members 
Mstep: Class 51 contains 3963 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -100308304.000000 Penalty: 112857.750000
Iteration 355F: 52 clusters Score -1.003083e+08 nChanged 0
Entering ConstructFrom: 
Score: -100308304.000000 Penalty: 112857.750000
Entering ConstructFrom: 
Trying to split cluster 1 (47724 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47724 members 
Entering Unmasked Estep 
Score: -5976604.000000 Penalty: 1750.643311
	Iteration 0F: 2 clusters Score -5976604 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23965 members 
Mstep: Class 2 contains 23759 members 
Entering Unmasked Estep 
Score: -5945005.000000 Penalty: 3501.286621
	Iteration 0F: 3 clusters Score -5945005 nChanged 22266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25643 members 
Mstep: Class 2 contains 22081 members 
Entering Unmasked Estep 
Score: -5957450.500000 Penalty: 3501.286621
	Iteration 1F: 3 clusters Score -5957450 nChanged 2081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26792 members 
Mstep: Class 2 contains 20932 members 
Entering Unmasked Estep 
Score: -5958211.500000 Penalty: 3501.286621
	Iteration 2Q: 3 clusters Score -5958212 nChanged 2359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28521 members 
Mstep: Class 2 contains 19203 members 
Entering Unmasked Estep 
Score: -5959202.500000 Penalty: 3501.286621
	Iteration 3Q: 3 clusters Score -5959202 nChanged 2805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30892 members 
Mstep: Class 2 contains 16832 members 
Entering Unmasked Estep 
Score: -5960763.000000 Penalty: 3501.286621
	Iteration 4F: 3 clusters Score -5960763 nChanged 3407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34003 members 
Mstep: Class 2 contains 13721 members 
Entering Unmasked Estep 
Score: -5963040.000000 Penalty: 3501.286621
	Iteration 5F: 3 clusters Score -5963040 nChanged 3673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37522 members 
Mstep: Class 2 contains 10202 members 
Entering Unmasked Estep 
Score: -5965978.000000 Penalty: 3501.286621
	Iteration 6F: 3 clusters Score -5965978 nChanged 3452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40902 members 
Mstep: Class 2 contains 6822 members 
Entering Unmasked Estep 
Score: -5968943.500000 Penalty: 3501.286621
	Iteration 7F: 3 clusters Score -5968944 nChanged 2814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43698 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -5971402.000000 Penalty: 3501.286621
	Iteration 8F: 3 clusters Score -5971402 nChanged 1899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45591 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -5973205.500000 Penalty: 3501.286621
	Iteration 9Q: 3 clusters Score -5973206 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46713 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -5974216.000000 Penalty: 3501.286621
	Iteration 10Q: 3 clusters Score -5974216 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47233 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -5974707.500000 Penalty: 3501.286621
	Iteration 11Q: 3 clusters Score -5974708 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47419 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -5974878.500000 Penalty: 3501.286621
	Iteration 12Q: 3 clusters Score -5974878 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47480 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -5974970.500000 Penalty: 3501.286621
	Iteration 13Q: 3 clusters Score -5974970 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47511 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -5975014.500000 Penalty: 3501.286621
	Iteration 14Q: 3 clusters Score -5975014 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47516 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -5975036.500000 Penalty: 3501.286621
	Iteration 15Q: 3 clusters Score -5975036 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47528 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -5975054.000000 Penalty: 3501.286621
	Iteration 16Q: 3 clusters Score -5975054 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47534 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -5975068.000000 Penalty: 3501.286621
	Iteration 17Q: 3 clusters Score -5975068 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47543 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -5975088.500000 Penalty: 3501.286621
	Iteration 18Q: 3 clusters Score -5975088 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47543 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -5975098.000000 Penalty: 3501.286621
	Iteration 19Q: 3 clusters Score -5975098 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47544 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -5975105.000000 Penalty: 3501.286621
	Iteration 20F: 3 clusters Score -5975105 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47545 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -5975104.000000 Penalty: 3501.286621
	Iteration 21Q: 3 clusters Score -5975104 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47546 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -5975102.500000 Penalty: 3501.286621
	Iteration 22Q: 3 clusters Score -5975102 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47546 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -5975102.500000 Penalty: 3501.286621
	Iteration 23F: 3 clusters Score -5975102 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (5048 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5048 members 
Entering Unmasked Estep 
Score: -611650.750000 Penalty: 1385.596558
	Iteration 0F: 2 clusters Score -611650.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -607641.312500 Penalty: 2771.193115
	Iteration 0F: 3 clusters Score -607641.3 nChanged 2051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -608727.000000 Penalty: 2771.193115
	Iteration 1F: 3 clusters Score -608727 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -608939.437500 Penalty: 2771.193115
	Iteration 2F: 3 clusters Score -608939.4 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -609061.875000 Penalty: 2771.193115
	Iteration 3F: 3 clusters Score -609061.9 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -609149.562500 Penalty: 2771.193115
	Iteration 4Q: 3 clusters Score -609149.6 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -609215.875000 Penalty: 2771.193115
	Iteration 5Q: 3 clusters Score -609215.9 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -609282.500000 Penalty: 2771.193115
	Iteration 6Q: 3 clusters Score -609282.5 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -609348.687500 Penalty: 2771.193115
	Iteration 7Q: 3 clusters Score -609348.7 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -609405.125000 Penalty: 2771.193115
	Iteration 8Q: 3 clusters Score -609405.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -609457.125000 Penalty: 2771.193115
	Iteration 9Q: 3 clusters Score -609457.1 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -609512.000000 Penalty: 2771.193115
	Iteration 10Q: 3 clusters Score -609512 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -609563.500000 Penalty: 2771.193115
	Iteration 11Q: 3 clusters Score -609563.5 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -609623.125000 Penalty: 2771.193115
	Iteration 12Q: 3 clusters Score -609623.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -609684.062500 Penalty: 2771.193115
	Iteration 13Q: 3 clusters Score -609684.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -609734.187500 Penalty: 2771.193115
	Iteration 14Q: 3 clusters Score -609734.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -609787.687500 Penalty: 2771.193115
	Iteration 15Q: 3 clusters Score -609787.7 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -609853.437500 Penalty: 2771.193115
	Iteration 16Q: 3 clusters Score -609853.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -609925.125000 Penalty: 2771.193115
	Iteration 17Q: 3 clusters Score -609925.1 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -610017.750000 Penalty: 2771.193115
	Iteration 18Q: 3 clusters Score -610017.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -610110.750000 Penalty: 2771.193115
	Iteration 19Q: 3 clusters Score -610110.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -610183.750000 Penalty: 2771.193115
	Iteration 20F: 3 clusters Score -610183.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -610243.437500 Penalty: 2771.193115
	Iteration 21Q: 3 clusters Score -610243.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -610285.500000 Penalty: 2771.193115
	Iteration 22Q: 3 clusters Score -610285.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -610323.250000 Penalty: 2771.193115
	Iteration 23Q: 3 clusters Score -610323.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -610352.312500 Penalty: 2771.193115
	Iteration 24Q: 3 clusters Score -610352.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -610375.500000 Penalty: 2771.193115
	Iteration 25Q: 3 clusters Score -610375.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -610402.937500 Penalty: 2771.193115
	Iteration 26Q: 3 clusters Score -610402.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -610441.875000 Penalty: 2771.193115
	Iteration 27Q: 3 clusters Score -610441.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -610483.500000 Penalty: 2771.193115
	Iteration 28Q: 3 clusters Score -610483.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -610516.312500 Penalty: 2771.193115
	Iteration 29Q: 3 clusters Score -610516.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -610552.812500 Penalty: 2771.193115
	Iteration 30Q: 3 clusters Score -610552.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -610582.625000 Penalty: 2771.193115
	Iteration 31Q: 3 clusters Score -610582.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -610621.562500 Penalty: 2771.193115
	Iteration 32Q: 3 clusters Score -610621.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -610659.562500 Penalty: 2771.193115
	Iteration 33Q: 3 clusters Score -610659.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -610697.062500 Penalty: 2771.193115
	Iteration 34Q: 3 clusters Score -610697.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -610715.625000 Penalty: 2771.193115
	Iteration 35Q: 3 clusters Score -610715.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -610728.937500 Penalty: 2771.193115
	Iteration 36Q: 3 clusters Score -610728.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -610742.625000 Penalty: 2771.193115
	Iteration 37Q: 3 clusters Score -610742.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -610746.750000 Penalty: 2771.193115
	Iteration 38Q: 3 clusters Score -610746.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -610748.312500 Penalty: 2771.193115
	Iteration 39Q: 3 clusters Score -610748.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -610750.812500 Penalty: 2771.193115
	Iteration 40F: 3 clusters Score -610750.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -610752.250000 Penalty: 2771.193115
	Iteration 41Q: 3 clusters Score -610752.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -610752.125000 Penalty: 2771.193115
	Iteration 42Q: 3 clusters Score -610752.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -610756.625000 Penalty: 2771.193115
	Iteration 43Q: 3 clusters Score -610756.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -610760.875000 Penalty: 2771.193115
	Iteration 44Q: 3 clusters Score -610760.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -610764.875000 Penalty: 2771.193115
	Iteration 45Q: 3 clusters Score -610764.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -610770.312500 Penalty: 2771.193115
	Iteration 46Q: 3 clusters Score -610770.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -610775.875000 Penalty: 2771.193115
	Iteration 47Q: 3 clusters Score -610775.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -610782.875000 Penalty: 2771.193115
	Iteration 48Q: 3 clusters Score -610782.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -610785.500000 Penalty: 2771.193115
	Iteration 49Q: 3 clusters Score -610785.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -610788.437500 Penalty: 2771.193115
	Iteration 50Q: 3 clusters Score -610788.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -610791.000000 Penalty: 2771.193115
	Iteration 51Q: 3 clusters Score -610791 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -610794.437500 Penalty: 2771.193115
	Iteration 52Q: 3 clusters Score -610794.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -610796.125000 Penalty: 2771.193115
	Iteration 53Q: 3 clusters Score -610796.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -610797.062500 Penalty: 2771.193115
	Iteration 54Q: 3 clusters Score -610797.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -610798.625000 Penalty: 2771.193115
	Iteration 55Q: 3 clusters Score -610798.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -610798.187500 Penalty: 2771.193115
	Iteration 56Q: 3 clusters Score -610798.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -610797.562500 Penalty: 2771.193115
	Iteration 57Q: 3 clusters Score -610797.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -610797.562500 Penalty: 2771.193115
	Iteration 58F: 3 clusters Score -610797.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (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: -246662.750000 Penalty: 1242.221558
	Iteration 0F: 2 clusters Score -246662.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -244549.859375 Penalty: 2484.443115
	Iteration 0F: 3 clusters Score -244549.9 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -245058.687500 Penalty: 2484.443115
	Iteration 1F: 3 clusters Score -245058.7 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -245173.375000 Penalty: 2484.443115
	Iteration 2F: 3 clusters Score -245173.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -245234.921875 Penalty: 2484.443115
	Iteration 3Q: 3 clusters Score -245234.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -245278.968750 Penalty: 2484.443115
	Iteration 4Q: 3 clusters Score -245279 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -245320.593750 Penalty: 2484.443115
	Iteration 5Q: 3 clusters Score -245320.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -245374.281250 Penalty: 2484.443115
	Iteration 6Q: 3 clusters Score -245374.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -245414.296875 Penalty: 2484.443115
	Iteration 7Q: 3 clusters Score -245414.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -245448.437500 Penalty: 2484.443115
	Iteration 8Q: 3 clusters Score -245448.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -245480.156250 Penalty: 2484.443115
	Iteration 9Q: 3 clusters Score -245480.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -245518.437500 Penalty: 2484.443115
	Iteration 10Q: 3 clusters Score -245518.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -245555.421875 Penalty: 2484.443115
	Iteration 11Q: 3 clusters Score -245555.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -245575.500000 Penalty: 2484.443115
	Iteration 12Q: 3 clusters Score -245575.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -245597.484375 Penalty: 2484.443115
	Iteration 13Q: 3 clusters Score -245597.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -245618.875000 Penalty: 2484.443115
	Iteration 14Q: 3 clusters Score -245618.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -245661.906250 Penalty: 2484.443115
	Iteration 15Q: 3 clusters Score -245661.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -245737.859375 Penalty: 2484.443115
	Iteration 16Q: 3 clusters Score -245737.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -245794.468750 Penalty: 2484.443115
	Iteration 17Q: 3 clusters Score -245794.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -245828.437500 Penalty: 2484.443115
	Iteration 18Q: 3 clusters Score -245828.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -245866.734375 Penalty: 2484.443115
	Iteration 19Q: 3 clusters Score -245866.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -245893.890625 Penalty: 2484.443115
	Iteration 20F: 3 clusters Score -245893.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -245923.859375 Penalty: 2484.443115
	Iteration 21Q: 3 clusters Score -245923.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -245961.828125 Penalty: 2484.443115
	Iteration 22Q: 3 clusters Score -245961.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -245991.625000 Penalty: 2484.443115
	Iteration 23Q: 3 clusters Score -245991.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -246015.546875 Penalty: 2484.443115
	Iteration 24Q: 3 clusters Score -246015.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -246027.906250 Penalty: 2484.443115
	Iteration 25Q: 3 clusters Score -246027.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -246037.281250 Penalty: 2484.443115
	Iteration 26Q: 3 clusters Score -246037.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -246039.765625 Penalty: 2484.443115
	Iteration 27Q: 3 clusters Score -246039.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -246040.062500 Penalty: 2484.443115
	Iteration 28Q: 3 clusters Score -246040.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -246040.500000 Penalty: 2484.443115
	Iteration 29Q: 3 clusters Score -246040.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -246041.125000 Penalty: 2484.443115
	Iteration 30Q: 3 clusters Score -246041.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -246041.125000 Penalty: 2484.443115
	Iteration 31F: 3 clusters Score -246041.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (3293 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Entering Unmasked Estep 
Score: -407587.156250 Penalty: 1316.177490
	Iteration 0F: 2 clusters Score -407587.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -404689.906250 Penalty: 2632.354980
	Iteration 0F: 3 clusters Score -404689.9 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -405515.812500 Penalty: 2632.354980
	Iteration 1F: 3 clusters Score -405515.8 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -405721.062500 Penalty: 2632.354980
	Iteration 2F: 3 clusters Score -405721.1 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -405841.187500 Penalty: 2632.354980
	Iteration 3F: 3 clusters Score -405841.2 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -405945.562500 Penalty: 2632.354980
	Iteration 4Q: 3 clusters Score -405945.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -406009.343750 Penalty: 2632.354980
	Iteration 5Q: 3 clusters Score -406009.3 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -406071.531250 Penalty: 2632.354980
	Iteration 6Q: 3 clusters Score -406071.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -406128.625000 Penalty: 2632.354980
	Iteration 7Q: 3 clusters Score -406128.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -406198.937500 Penalty: 2632.354980
	Iteration 8Q: 3 clusters Score -406198.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -406270.187500 Penalty: 2632.354980
	Iteration 9Q: 3 clusters Score -406270.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -406330.187500 Penalty: 2632.354980
	Iteration 10Q: 3 clusters Score -406330.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -406389.718750 Penalty: 2632.354980
	Iteration 11Q: 3 clusters Score -406389.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -406438.531250 Penalty: 2632.354980
	Iteration 12Q: 3 clusters Score -406438.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -406492.687500 Penalty: 2632.354980
	Iteration 13Q: 3 clusters Score -406492.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -406534.156250 Penalty: 2632.354980
	Iteration 14Q: 3 clusters Score -406534.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -406567.406250 Penalty: 2632.354980
	Iteration 15Q: 3 clusters Score -406567.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -406590.218750 Penalty: 2632.354980
	Iteration 16Q: 3 clusters Score -406590.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -406617.687500 Penalty: 2632.354980
	Iteration 17Q: 3 clusters Score -406617.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -406642.312500 Penalty: 2632.354980
	Iteration 18Q: 3 clusters Score -406642.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -406661.593750 Penalty: 2632.354980
	Iteration 19Q: 3 clusters Score -406661.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -406688.437500 Penalty: 2632.354980
	Iteration 20F: 3 clusters Score -406688.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -406721.000000 Penalty: 2632.354980
	Iteration 21Q: 3 clusters Score -406721 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -406752.156250 Penalty: 2632.354980
	Iteration 22Q: 3 clusters Score -406752.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -406785.000000 Penalty: 2632.354980
	Iteration 23Q: 3 clusters Score -406785 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -406829.125000 Penalty: 2632.354980
	Iteration 24Q: 3 clusters Score -406829.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -406873.468750 Penalty: 2632.354980
	Iteration 25Q: 3 clusters Score -406873.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -406917.437500 Penalty: 2632.354980
	Iteration 26Q: 3 clusters Score -406917.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -406964.187500 Penalty: 2632.354980
	Iteration 27Q: 3 clusters Score -406964.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -407023.281250 Penalty: 2632.354980
	Iteration 28Q: 3 clusters Score -407023.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -407091.593750 Penalty: 2632.354980
	Iteration 29Q: 3 clusters Score -407091.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -407144.531250 Penalty: 2632.354980
	Iteration 30Q: 3 clusters Score -407144.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -407183.500000 Penalty: 2632.354980
	Iteration 31Q: 3 clusters Score -407183.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -407217.125000 Penalty: 2632.354980
	Iteration 32Q: 3 clusters Score -407217.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -407268.593750 Penalty: 2632.354980
	Iteration 33Q: 3 clusters Score -407268.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -407329.187500 Penalty: 2632.354980
	Iteration 34Q: 3 clusters Score -407329.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -407389.312500 Penalty: 2632.354980
	Iteration 35Q: 3 clusters Score -407389.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -407451.656250 Penalty: 2632.354980
	Iteration 36Q: 3 clusters Score -407451.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -407484.250000 Penalty: 2632.354980
	Iteration 37Q: 3 clusters Score -407484.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -407510.687500 Penalty: 2632.354980
	Iteration 38Q: 3 clusters Score -407510.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -407551.562500 Penalty: 2632.354980
	Iteration 39Q: 3 clusters Score -407551.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -407585.843750 Penalty: 2632.354980
	Iteration 40F: 3 clusters Score -407585.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -407610.468750 Penalty: 2632.354980
	Iteration 41Q: 3 clusters Score -407610.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -407627.687500 Penalty: 2632.354980
	Iteration 42Q: 3 clusters Score -407627.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -407640.875000 Penalty: 2632.354980
	Iteration 43Q: 3 clusters Score -407640.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -407648.656250 Penalty: 2632.354980
	Iteration 44Q: 3 clusters Score -407648.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -407654.031250 Penalty: 2632.354980
	Iteration 45Q: 3 clusters Score -407654 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -407666.000000 Penalty: 2632.354980
	Iteration 46Q: 3 clusters Score -407666 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -407678.750000 Penalty: 2632.354980
	Iteration 47Q: 3 clusters Score -407678.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -407693.437500 Penalty: 2632.354980
	Iteration 48Q: 3 clusters Score -407693.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -407711.593750 Penalty: 2632.354980
	Iteration 49Q: 3 clusters Score -407711.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -407720.406250 Penalty: 2632.354980
	Iteration 50Q: 3 clusters Score -407720.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -407726.156250 Penalty: 2632.354980
	Iteration 51Q: 3 clusters Score -407726.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -407731.718750 Penalty: 2632.354980
	Iteration 52Q: 3 clusters Score -407731.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -407735.562500 Penalty: 2632.354980
	Iteration 53Q: 3 clusters Score -407735.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -407737.906250 Penalty: 2632.354980
	Iteration 54Q: 3 clusters Score -407737.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -407738.406250 Penalty: 2632.354980
	Iteration 55Q: 3 clusters Score -407738.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -407738.968750 Penalty: 2632.354980
	Iteration 56Q: 3 clusters Score -407739 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -407738.968750 Penalty: 2632.354980
	Iteration 57F: 3 clusters Score -407739 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 47724 members 
Mstep: Class 2 contains 5048 members 
Mstep: Class 3 contains 2089 members 
Mstep: Class 4 contains 1267 members 
Mstep: Class 5 contains 14513 members 
Mstep: Class 6 contains 1279 members 
Mstep: Class 7 contains 476 members 
Mstep: Class 8 contains 10199 members 
Mstep: Class 9 contains 25835 members 
Mstep: Class 10 contains 33129 members 
Mstep: Class 11 contains 2164 members 
Mstep: Class 12 contains 73130 members 
Mstep: Class 13 contains 18140 members 
Mstep: Class 14 contains 142730 members 
Mstep: Class 15 contains 2479 members 
Mstep: Class 16 contains 17980 members 
Mstep: Class 17 contains 9545 members 
Mstep: Class 18 contains 20885 members 
Mstep: Class 19 contains 34736 members 
Mstep: Class 20 contains 5697 members 
Mstep: Class 21 contains 11896 members 
Mstep: Class 22 contains 2984 members 
Mstep: Class 23 contains 21860 members 
Mstep: Class 24 contains 39334 members 
Mstep: Class 25 contains 7912 members 
Mstep: Class 26 contains 3859 members 
Mstep: Class 27 contains 2339 members 
Mstep: Class 28 contains 23211 members 
Mstep: Class 29 contains 411 members 
Mstep: Class 30 contains 3797 members 
Mstep: Class 31 contains 12571 members 
Mstep: Class 32 contains 13691 members 
Mstep: Class 33 contains 8162 members 
Mstep: Class 34 contains 13805 members 
Mstep: Class 35 contains 2404 members 
Mstep: Class 36 contains 11702 members 
Mstep: Class 37 contains 3941 members 
Mstep: Class 38 contains 10088 members 
Mstep: Class 39 contains 38238 members 
Mstep: Class 40 contains 18797 members 
Mstep: Class 41 contains 1389 members 
Mstep: Class 42 contains 24701 members 
Mstep: Class 43 contains 4308 members 
Mstep: Class 44 contains 3286 members 
Mstep: Class 45 contains 4558 members 
Mstep: Class 46 contains 4158 members 
Mstep: Class 47 contains 25811 members 
Mstep: Class 48 contains 818 members 
Mstep: Class 49 contains 3229 members 
Mstep: Class 50 contains 22287 members 
Mstep: Class 51 contains 3963 members 
Mstep: Class 52 contains 2026 members 
Entering Unmasked Estep 
Score: -100307656.000000 Penalty: 115070.648438
Splitting cluster 4 changes total score from -100308304.000000 to -100307656.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (14513 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14513 members 
Entering Unmasked Estep 
Score: -1832067.375000 Penalty: 1557.204956
	Iteration 0F: 2 clusters Score -1832067 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7285 members 
Mstep: Class 2 contains 7228 members 
Entering Unmasked Estep 
Score: -1822121.250000 Penalty: 3114.409912
	Iteration 0F: 3 clusters Score -1822121 nChanged 6429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7768 members 
Mstep: Class 2 contains 6745 members 
Entering Unmasked Estep 
Score: -1826025.625000 Penalty: 3114.409912
	Iteration 1F: 3 clusters Score -1826026 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8099 members 
Mstep: Class 2 contains 6414 members 
Entering Unmasked Estep 
Score: -1826735.375000 Penalty: 3114.409912
	Iteration 2F: 3 clusters Score -1826735 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8453 members 
Mstep: Class 2 contains 6060 members 
Entering Unmasked Estep 
Score: -1827498.500000 Penalty: 3114.409912
	Iteration 3F: 3 clusters Score -1827498 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8732 members 
Mstep: Class 2 contains 5781 members 
Entering Unmasked Estep 
Score: -1828202.875000 Penalty: 3114.409912
	Iteration 4F: 3 clusters Score -1828203 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8877 members 
Mstep: Class 2 contains 5636 members 
Entering Unmasked Estep 
Score: -1828759.375000 Penalty: 3114.409912
	Iteration 5F: 3 clusters Score -1828759 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8912 members 
Mstep: Class 2 contains 5601 members 
Entering Unmasked Estep 
Score: -1829214.750000 Penalty: 3114.409912
	Iteration 6Q: 3 clusters Score -1829215 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8894 members 
Mstep: Class 2 contains 5619 members 
Entering Unmasked Estep 
Score: -1829616.125000 Penalty: 3114.409912
	Iteration 7Q: 3 clusters Score -1829616 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8852 members 
Mstep: Class 2 contains 5661 members 
Entering Unmasked Estep 
Score: -1829858.875000 Penalty: 3114.409912
	Iteration 8Q: 3 clusters Score -1829859 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8832 members 
Mstep: Class 2 contains 5681 members 
Entering Unmasked Estep 
Score: -1830051.000000 Penalty: 3114.409912
	Iteration 9Q: 3 clusters Score -1830051 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8815 members 
Mstep: Class 2 contains 5698 members 
Entering Unmasked Estep 
Score: -1830195.375000 Penalty: 3114.409912
	Iteration 10Q: 3 clusters Score -1830195 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8794 members 
Mstep: Class 2 contains 5719 members 
Entering Unmasked Estep 
Score: -1830346.250000 Penalty: 3114.409912
	Iteration 11Q: 3 clusters Score -1830346 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8788 members 
Mstep: Class 2 contains 5725 members 
Entering Unmasked Estep 
Score: -1830454.750000 Penalty: 3114.409912
	Iteration 12Q: 3 clusters Score -1830455 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8795 members 
Mstep: Class 2 contains 5718 members 
Entering Unmasked Estep 
Score: -1830536.500000 Penalty: 3114.409912
	Iteration 13Q: 3 clusters Score -1830536 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8789 members 
Mstep: Class 2 contains 5724 members 
Entering Unmasked Estep 
Score: -1830602.750000 Penalty: 3114.409912
	Iteration 14Q: 3 clusters Score -1830603 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8772 members 
Mstep: Class 2 contains 5741 members 
Entering Unmasked Estep 
Score: -1830661.500000 Penalty: 3114.409912
	Iteration 15Q: 3 clusters Score -1830662 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8760 members 
Mstep: Class 2 contains 5753 members 
Entering Unmasked Estep 
Score: -1830725.875000 Penalty: 3114.409912
	Iteration 16Q: 3 clusters Score -1830726 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8757 members 
Mstep: Class 2 contains 5756 members 
Entering Unmasked Estep 
Score: -1830762.375000 Penalty: 3114.409912
	Iteration 17Q: 3 clusters Score -1830762 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8757 members 
Mstep: Class 2 contains 5756 members 
Entering Unmasked Estep 
Score: -1830799.750000 Penalty: 3114.409912
	Iteration 18Q: 3 clusters Score -1830800 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8752 members 
Mstep: Class 2 contains 5761 members 
Entering Unmasked Estep 
Score: -1830817.750000 Penalty: 3114.409912
	Iteration 19Q: 3 clusters Score -1830818 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8767 members 
Mstep: Class 2 contains 5746 members 
Entering Unmasked Estep 
Score: -1830838.250000 Penalty: 3114.409912
	Iteration 20F: 3 clusters Score -1830838 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8779 members 
Mstep: Class 2 contains 5734 members 
Entering Unmasked Estep 
Score: -1830857.000000 Penalty: 3114.409912
	Iteration 21Q: 3 clusters Score -1830857 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8794 members 
Mstep: Class 2 contains 5719 members 
Entering Unmasked Estep 
Score: -1830881.875000 Penalty: 3114.409912
	Iteration 22Q: 3 clusters Score -1830882 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8809 members 
Mstep: Class 2 contains 5704 members 
Entering Unmasked Estep 
Score: -1830899.750000 Penalty: 3114.409912
	Iteration 23Q: 3 clusters Score -1830900 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8827 members 
Mstep: Class 2 contains 5686 members 
Entering Unmasked Estep 
Score: -1830912.750000 Penalty: 3114.409912
	Iteration 24Q: 3 clusters Score -1830913 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8846 members 
Mstep: Class 2 contains 5667 members 
Entering Unmasked Estep 
Score: -1830921.750000 Penalty: 3114.409912
	Iteration 25Q: 3 clusters Score -1830922 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8854 members 
Mstep: Class 2 contains 5659 members 
Entering Unmasked Estep 
Score: -1830935.000000 Penalty: 3114.409912
	Iteration 26Q: 3 clusters Score -1830935 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8875 members 
Mstep: Class 2 contains 5638 members 
Entering Unmasked Estep 
Score: -1830948.250000 Penalty: 3114.409912
	Iteration 27Q: 3 clusters Score -1830948 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8894 members 
Mstep: Class 2 contains 5619 members 
Entering Unmasked Estep 
Score: -1830956.500000 Penalty: 3114.409912
	Iteration 28Q: 3 clusters Score -1830956 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8914 members 
Mstep: Class 2 contains 5599 members 
Entering Unmasked Estep 
Score: -1830963.625000 Penalty: 3114.409912
	Iteration 29Q: 3 clusters Score -1830964 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8927 members 
Mstep: Class 2 contains 5586 members 
Entering Unmasked Estep 
Score: -1830972.250000 Penalty: 3114.409912
	Iteration 30Q: 3 clusters Score -1830972 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8936 members 
Mstep: Class 2 contains 5577 members 
Entering Unmasked Estep 
Score: -1830982.125000 Penalty: 3114.409912
	Iteration 31Q: 3 clusters Score -1830982 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8952 members 
Mstep: Class 2 contains 5561 members 
Entering Unmasked Estep 
Score: -1830988.875000 Penalty: 3114.409912
	Iteration 32Q: 3 clusters Score -1830989 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8964 members 
Mstep: Class 2 contains 5549 members 
Entering Unmasked Estep 
Score: -1830995.125000 Penalty: 3114.409912
	Iteration 33Q: 3 clusters Score -1830995 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8992 members 
Mstep: Class 2 contains 5521 members 
Entering Unmasked Estep 
Score: -1831005.375000 Penalty: 3114.409912
	Iteration 34Q: 3 clusters Score -1831005 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9012 members 
Mstep: Class 2 contains 5501 members 
Entering Unmasked Estep 
Score: -1831016.250000 Penalty: 3114.409912
	Iteration 35Q: 3 clusters Score -1831016 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9041 members 
Mstep: Class 2 contains 5472 members 
Entering Unmasked Estep 
Score: -1831031.000000 Penalty: 3114.409912
	Iteration 36Q: 3 clusters Score -1831031 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9070 members 
Mstep: Class 2 contains 5443 members 
Entering Unmasked Estep 
Score: -1831043.125000 Penalty: 3114.409912
	Iteration 37Q: 3 clusters Score -1831043 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9098 members 
Mstep: Class 2 contains 5415 members 
Entering Unmasked Estep 
Score: -1831064.000000 Penalty: 3114.409912
	Iteration 38Q: 3 clusters Score -1831064 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9115 members 
Mstep: Class 2 contains 5398 members 
Entering Unmasked Estep 
Score: -1831078.875000 Penalty: 3114.409912
	Iteration 39Q: 3 clusters Score -1831079 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9147 members 
Mstep: Class 2 contains 5366 members 
Entering Unmasked Estep 
Score: -1831088.625000 Penalty: 3114.409912
	Iteration 40F: 3 clusters Score -1831089 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9188 members 
Mstep: Class 2 contains 5325 members 
Entering Unmasked Estep 
Score: -1831103.875000 Penalty: 3114.409912
	Iteration 41Q: 3 clusters Score -1831104 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9217 members 
Mstep: Class 2 contains 5296 members 
Entering Unmasked Estep 
Score: -1831115.625000 Penalty: 3114.409912
	Iteration 42Q: 3 clusters Score -1831116 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9238 members 
Mstep: Class 2 contains 5275 members 
Entering Unmasked Estep 
Score: -1831125.375000 Penalty: 3114.409912
	Iteration 43Q: 3 clusters Score -1831125 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9262 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -1831137.125000 Penalty: 3114.409912
	Iteration 44Q: 3 clusters Score -1831137 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9278 members 
Mstep: Class 2 contains 5235 members 
Entering Unmasked Estep 
Score: -1831140.250000 Penalty: 3114.409912
	Iteration 45Q: 3 clusters Score -1831140 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9295 members 
Mstep: Class 2 contains 5218 members 
Entering Unmasked Estep 
Score: -1831143.250000 Penalty: 3114.409912
	Iteration 46Q: 3 clusters Score -1831143 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9308 members 
Mstep: Class 2 contains 5205 members 
Entering Unmasked Estep 
Score: -1831143.625000 Penalty: 3114.409912
	Iteration 47Q: 3 clusters Score -1831144 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9315 members 
Mstep: Class 2 contains 5198 members 
Entering Unmasked Estep 
Score: -1831146.875000 Penalty: 3114.409912
	Iteration 48Q: 3 clusters Score -1831147 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9327 members 
Mstep: Class 2 contains 5186 members 
Entering Unmasked Estep 
Score: -1831154.125000 Penalty: 3114.409912
	Iteration 49Q: 3 clusters Score -1831154 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9336 members 
Mstep: Class 2 contains 5177 members 
Entering Unmasked Estep 
Score: -1831156.125000 Penalty: 3114.409912
	Iteration 50Q: 3 clusters Score -1831156 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9347 members 
Mstep: Class 2 contains 5166 members 
Entering Unmasked Estep 
Score: -1831158.250000 Penalty: 3114.409912
	Iteration 51Q: 3 clusters Score -1831158 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9361 members 
Mstep: Class 2 contains 5152 members 
Entering Unmasked Estep 
Score: -1831158.250000 Penalty: 3114.409912
	Iteration 52Q: 3 clusters Score -1831158 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9375 members 
Mstep: Class 2 contains 5138 members 
Entering Unmasked Estep 
Score: -1831156.875000 Penalty: 3114.409912
	Iteration 53Q: 3 clusters Score -1831157 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9385 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -1831159.500000 Penalty: 3114.409912
	Iteration 54Q: 3 clusters Score -1831160 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9391 members 
Mstep: Class 2 contains 5122 members 
Entering Unmasked Estep 
Score: -1831161.375000 Penalty: 3114.409912
	Iteration 55Q: 3 clusters Score -1831161 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9392 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -1831159.375000 Penalty: 3114.409912
	Iteration 56Q: 3 clusters Score -1831159 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9392 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -1831162.375000 Penalty: 3114.409912
	Iteration 57Q: 3 clusters Score -1831162 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9393 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -1831163.125000 Penalty: 3114.409912
	Iteration 58Q: 3 clusters Score -1831163 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9393 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -1831163.125000 Penalty: 3114.409912
	Iteration 59F: 3 clusters Score -1831163 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (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: -157646.015625 Penalty: 1162.498047
	Iteration 0F: 2 clusters Score -157646 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -155980.187500 Penalty: 2324.996094
	Iteration 0F: 3 clusters Score -155980.2 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -156289.937500 Penalty: 2324.996094
	Iteration 1F: 3 clusters Score -156289.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -156384.750000 Penalty: 2324.996094
	Iteration 2F: 3 clusters Score -156384.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -156441.500000 Penalty: 2324.996094
	Iteration 3Q: 3 clusters Score -156441.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -156490.703125 Penalty: 2324.996094
	Iteration 4Q: 3 clusters Score -156490.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -156521.359375 Penalty: 2324.996094
	Iteration 5Q: 3 clusters Score -156521.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -156549.531250 Penalty: 2324.996094
	Iteration 6Q: 3 clusters Score -156549.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -156567.187500 Penalty: 2324.996094
	Iteration 7Q: 3 clusters Score -156567.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -156579.515625 Penalty: 2324.996094
	Iteration 8Q: 3 clusters Score -156579.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -156591.578125 Penalty: 2324.996094
	Iteration 9Q: 3 clusters Score -156591.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -156601.531250 Penalty: 2324.996094
	Iteration 10Q: 3 clusters Score -156601.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -156608.046875 Penalty: 2324.996094
	Iteration 11Q: 3 clusters Score -156608 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -156615.125000 Penalty: 2324.996094
	Iteration 12Q: 3 clusters Score -156615.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -156619.171875 Penalty: 2324.996094
	Iteration 13Q: 3 clusters Score -156619.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -156624.390625 Penalty: 2324.996094
	Iteration 14Q: 3 clusters Score -156624.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -156635.187500 Penalty: 2324.996094
	Iteration 15Q: 3 clusters Score -156635.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -156645.750000 Penalty: 2324.996094
	Iteration 16Q: 3 clusters Score -156645.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -156650.500000 Penalty: 2324.996094
	Iteration 17Q: 3 clusters Score -156650.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -156655.796875 Penalty: 2324.996094
	Iteration 18Q: 3 clusters Score -156655.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -156660.937500 Penalty: 2324.996094
	Iteration 19Q: 3 clusters Score -156660.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -156664.937500 Penalty: 2324.996094
	Iteration 20F: 3 clusters Score -156664.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -156670.671875 Penalty: 2324.996094
	Iteration 21Q: 3 clusters Score -156670.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -156674.765625 Penalty: 2324.996094
	Iteration 22Q: 3 clusters Score -156674.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -156678.343750 Penalty: 2324.996094
	Iteration 23Q: 3 clusters Score -156678.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -156685.015625 Penalty: 2324.996094
	Iteration 24Q: 3 clusters Score -156685 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -156691.968750 Penalty: 2324.996094
	Iteration 25Q: 3 clusters Score -156692 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -156697.703125 Penalty: 2324.996094
	Iteration 26Q: 3 clusters Score -156697.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -156703.500000 Penalty: 2324.996094
	Iteration 27Q: 3 clusters Score -156703.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -156708.234375 Penalty: 2324.996094
	Iteration 28Q: 3 clusters Score -156708.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -156717.078125 Penalty: 2324.996094
	Iteration 29Q: 3 clusters Score -156717.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -156723.203125 Penalty: 2324.996094
	Iteration 30Q: 3 clusters Score -156723.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -156723.984375 Penalty: 2324.996094
	Iteration 31Q: 3 clusters Score -156724 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -156723.984375 Penalty: 2324.996094
	Iteration 32F: 3 clusters Score -156724 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (476 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Entering Unmasked Estep 
Score: -50619.191406 Penalty: 1001.880371
	Iteration 0F: 2 clusters Score -50619.19 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 258 members 
Entering Unmasked Estep 
Score: -49734.882812 Penalty: 2003.760742
	Iteration 0F: 3 clusters Score -49734.88 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -49919.242188 Penalty: 2003.760742
	Iteration 1F: 3 clusters Score -49919.24 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -49970.464844 Penalty: 2003.760742
	Iteration 2F: 3 clusters Score -49970.46 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -49994.996094 Penalty: 2003.760742
	Iteration 3Q: 3 clusters Score -49995 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -50003.816406 Penalty: 2003.760742
	Iteration 4Q: 3 clusters Score -50003.82 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -50006.492188 Penalty: 2003.760742
	Iteration 5Q: 3 clusters Score -50006.49 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -50008.179688 Penalty: 2003.760742
	Iteration 6Q: 3 clusters Score -50008.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -50008.984375 Penalty: 2003.760742
	Iteration 7Q: 3 clusters Score -50008.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -50008.984375 Penalty: 2003.760742
	Iteration 8F: 3 clusters Score -50008.98 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (10199 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10199 members 
Entering Unmasked Estep 
Score: -1228596.625000 Penalty: 1499.882324
	Iteration 0F: 2 clusters Score -1228597 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5090 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -1221277.625000 Penalty: 2999.764648
	Iteration 0F: 3 clusters Score -1221278 nChanged 4368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -1223678.875000 Penalty: 2999.764648
	Iteration 1F: 3 clusters Score -1223679 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 5138 members 
Entering Unmasked Estep 
Score: -1224010.375000 Penalty: 2999.764648
	Iteration 2F: 3 clusters Score -1224010 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 5212 members 
Entering Unmasked Estep 
Score: -1224280.750000 Penalty: 2999.764648
	Iteration 3F: 3 clusters Score -1224281 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4914 members 
Mstep: Class 2 contains 5285 members 
Entering Unmasked Estep 
Score: -1224562.750000 Penalty: 2999.764648
	Iteration 4F: 3 clusters Score -1224563 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 5350 members 
Entering Unmasked Estep 
Score: -1224874.750000 Penalty: 2999.764648
	Iteration 5F: 3 clusters Score -1224875 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 5447 members 
Entering Unmasked Estep 
Score: -1225199.750000 Penalty: 2999.764648
	Iteration 6F: 3 clusters Score -1225200 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 5519 members 
Entering Unmasked Estep 
Score: -1225511.875000 Penalty: 2999.764648
	Iteration 7Q: 3 clusters Score -1225512 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 5565 members 
Entering Unmasked Estep 
Score: -1225839.875000 Penalty: 2999.764648
	Iteration 8Q: 3 clusters Score -1225840 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 5549 members 
Entering Unmasked Estep 
Score: -1226179.375000 Penalty: 2999.764648
	Iteration 9Q: 3 clusters Score -1226179 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 5523 members 
Entering Unmasked Estep 
Score: -1226515.125000 Penalty: 2999.764648
	Iteration 10Q: 3 clusters Score -1226515 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 5476 members 
Entering Unmasked Estep 
Score: -1226765.625000 Penalty: 2999.764648
	Iteration 11Q: 3 clusters Score -1226766 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 5426 members 
Entering Unmasked Estep 
Score: -1226945.000000 Penalty: 2999.764648
	Iteration 12Q: 3 clusters Score -1226945 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 5377 members 
Entering Unmasked Estep 
Score: -1227054.000000 Penalty: 2999.764648
	Iteration 13Q: 3 clusters Score -1227054 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 5353 members 
Entering Unmasked Estep 
Score: -1227123.000000 Penalty: 2999.764648
	Iteration 14Q: 3 clusters Score -1227123 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
Score: -1227176.250000 Penalty: 2999.764648
	Iteration 15Q: 3 clusters Score -1227176 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4883 members 
Mstep: Class 2 contains 5316 members 
Entering Unmasked Estep 
Score: -1227221.125000 Penalty: 2999.764648
	Iteration 16Q: 3 clusters Score -1227221 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 5287 members 
Entering Unmasked Estep 
Score: -1227267.250000 Penalty: 2999.764648
	Iteration 17Q: 3 clusters Score -1227267 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 5267 members 
Entering Unmasked Estep 
Score: -1227318.625000 Penalty: 2999.764648
	Iteration 18Q: 3 clusters Score -1227319 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
Score: -1227366.625000 Penalty: 2999.764648
	Iteration 19Q: 3 clusters Score -1227367 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 5233 members 
Entering Unmasked Estep 
Score: -1227418.375000 Penalty: 2999.764648
	Iteration 20F: 3 clusters Score -1227418 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -1227469.125000 Penalty: 2999.764648
	Iteration 21Q: 3 clusters Score -1227469 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4994 members 
Mstep: Class 2 contains 5205 members 
Entering Unmasked Estep 
Score: -1227513.125000 Penalty: 2999.764648
	Iteration 22Q: 3 clusters Score -1227513 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 5207 members 
Entering Unmasked Estep 
Score: -1227549.625000 Penalty: 2999.764648
	Iteration 23Q: 3 clusters Score -1227550 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5013 members 
Mstep: Class 2 contains 5186 members 
Entering Unmasked Estep 
Score: -1227582.625000 Penalty: 2999.764648
	Iteration 24Q: 3 clusters Score -1227583 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 5172 members 
Entering Unmasked Estep 
Score: -1227604.125000 Penalty: 2999.764648
	Iteration 25Q: 3 clusters Score -1227604 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5033 members 
Mstep: Class 2 contains 5166 members 
Entering Unmasked Estep 
Score: -1227625.125000 Penalty: 2999.764648
	Iteration 26Q: 3 clusters Score -1227625 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 5163 members 
Entering Unmasked Estep 
Score: -1227636.875000 Penalty: 2999.764648
	Iteration 27Q: 3 clusters Score -1227637 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 5161 members 
Entering Unmasked Estep 
Score: -1227643.875000 Penalty: 2999.764648
	Iteration 28Q: 3 clusters Score -1227644 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -1227648.000000 Penalty: 2999.764648
	Iteration 29Q: 3 clusters Score -1227648 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -1227651.250000 Penalty: 2999.764648
	Iteration 30Q: 3 clusters Score -1227651 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 5138 members 
Entering Unmasked Estep 
Score: -1227653.250000 Penalty: 2999.764648
	Iteration 31Q: 3 clusters Score -1227653 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 5135 members 
Entering Unmasked Estep 
Score: -1227656.125000 Penalty: 2999.764648
	Iteration 32Q: 3 clusters Score -1227656 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5071 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -1227656.500000 Penalty: 2999.764648
	Iteration 33Q: 3 clusters Score -1227656 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5072 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -1227656.125000 Penalty: 2999.764648
	Iteration 34Q: 3 clusters Score -1227656 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -1227657.875000 Penalty: 2999.764648
	Iteration 35Q: 3 clusters Score -1227658 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 5123 members 
Entering Unmasked Estep 
Score: -1227658.375000 Penalty: 2999.764648
	Iteration 36Q: 3 clusters Score -1227658 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -1227660.375000 Penalty: 2999.764648
	Iteration 37Q: 3 clusters Score -1227660 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -1227660.625000 Penalty: 2999.764648
	Iteration 38Q: 3 clusters Score -1227661 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 5123 members 
Entering Unmasked Estep 
Score: -1227659.500000 Penalty: 2999.764648
	Iteration 39Q: 3 clusters Score -1227660 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -1227660.875000 Penalty: 2999.764648
	Iteration 40F: 3 clusters Score -1227661 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -1227659.750000 Penalty: 2999.764648
	Iteration 41Q: 3 clusters Score -1227660 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -1227662.000000 Penalty: 2999.764648
	Iteration 42Q: 3 clusters Score -1227662 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -1227661.000000 Penalty: 2999.764648
	Iteration 43Q: 3 clusters Score -1227661 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -1227660.500000 Penalty: 2999.764648
	Iteration 44Q: 3 clusters Score -1227660 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
Score: -1227659.000000 Penalty: 2999.764648
	Iteration 45Q: 3 clusters Score -1227659 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5072 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -1227660.000000 Penalty: 2999.764648
	Iteration 46Q: 3 clusters Score -1227660 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5072 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -1227659.250000 Penalty: 2999.764648
	Iteration 47Q: 3 clusters Score -1227659 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5073 members 
Mstep: Class 2 contains 5126 members 
Entering Unmasked Estep 
Score: -1227659.250000 Penalty: 2999.764648
	Iteration 48Q: 3 clusters Score -1227659 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5073 members 
Mstep: Class 2 contains 5126 members 
Entering Unmasked Estep 
Score: -1227659.250000 Penalty: 2999.764648
	Iteration 49F: 3 clusters Score -1227659 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (25835 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25835 members 
Entering Unmasked Estep 
Score: -3138193.750000 Penalty: 1650.916504
	Iteration 0F: 2 clusters Score -3138194 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12859 members 
Mstep: Class 2 contains 12976 members 
Entering Unmasked Estep 
Score: -3120708.250000 Penalty: 3301.833008
	Iteration 0F: 3 clusters Score -3120708 nChanged 11825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12586 members 
Mstep: Class 2 contains 13249 members 
Entering Unmasked Estep 
Score: -3127534.250000 Penalty: 3301.833008
	Iteration 1F: 3 clusters Score -3127534 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12400 members 
Mstep: Class 2 contains 13435 members 
Entering Unmasked Estep 
Score: -3128062.500000 Penalty: 3301.833008
	Iteration 2F: 3 clusters Score -3128062 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12196 members 
Mstep: Class 2 contains 13639 members 
Entering Unmasked Estep 
Score: -3128602.000000 Penalty: 3301.833008
	Iteration 3Q: 3 clusters Score -3128602 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11925 members 
Mstep: Class 2 contains 13910 members 
Entering Unmasked Estep 
Score: -3129234.500000 Penalty: 3301.833008
	Iteration 4F: 3 clusters Score -3129234 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11537 members 
Mstep: Class 2 contains 14298 members 
Entering Unmasked Estep 
Score: -3129910.500000 Penalty: 3301.833008
	Iteration 5F: 3 clusters Score -3129910 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11013 members 
Mstep: Class 2 contains 14822 members 
Entering Unmasked Estep 
Score: -3130609.750000 Penalty: 3301.833008
	Iteration 6F: 3 clusters Score -3130610 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10442 members 
Mstep: Class 2 contains 15393 members 
Entering Unmasked Estep 
Score: -3131206.000000 Penalty: 3301.833008
	Iteration 7Q: 3 clusters Score -3131206 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9821 members 
Mstep: Class 2 contains 16014 members 
Entering Unmasked Estep 
Score: -3131757.000000 Penalty: 3301.833008
	Iteration 8Q: 3 clusters Score -3131757 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9179 members 
Mstep: Class 2 contains 16656 members 
Entering Unmasked Estep 
Score: -3132210.250000 Penalty: 3301.833008
	Iteration 9Q: 3 clusters Score -3132210 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8496 members 
Mstep: Class 2 contains 17339 members 
Entering Unmasked Estep 
Score: -3132641.000000 Penalty: 3301.833008
	Iteration 10Q: 3 clusters Score -3132641 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7769 members 
Mstep: Class 2 contains 18066 members 
Entering Unmasked Estep 
Score: -3133085.500000 Penalty: 3301.833008
	Iteration 11Q: 3 clusters Score -3133086 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6977 members 
Mstep: Class 2 contains 18858 members 
Entering Unmasked Estep 
Score: -3133510.250000 Penalty: 3301.833008
	Iteration 12Q: 3 clusters Score -3133510 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6165 members 
Mstep: Class 2 contains 19670 members 
Entering Unmasked Estep 
Score: -3133929.500000 Penalty: 3301.833008
	Iteration 13Q: 3 clusters Score -3133930 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 20475 members 
Entering Unmasked Estep 
Score: -3134335.500000 Penalty: 3301.833008
	Iteration 14Q: 3 clusters Score -3134336 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 21197 members 
Entering Unmasked Estep 
Score: -3134707.750000 Penalty: 3301.833008
	Iteration 15Q: 3 clusters Score -3134708 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 21853 members 
Entering Unmasked Estep 
Score: -3135023.500000 Penalty: 3301.833008
	Iteration 16Q: 3 clusters Score -3135024 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 22439 members 
Entering Unmasked Estep 
Score: -3135322.500000 Penalty: 3301.833008
	Iteration 17Q: 3 clusters Score -3135322 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 22956 members 
Entering Unmasked Estep 
Score: -3135609.000000 Penalty: 3301.833008
	Iteration 18Q: 3 clusters Score -3135609 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 23404 members 
Entering Unmasked Estep 
Score: -3135831.250000 Penalty: 3301.833008
	Iteration 19Q: 3 clusters Score -3135831 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 23794 members 
Entering Unmasked Estep 
Score: -3136021.750000 Penalty: 3301.833008
	Iteration 20F: 3 clusters Score -3136022 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 24114 members 
Entering Unmasked Estep 
Score: -3136207.000000 Penalty: 3301.833008
	Iteration 21Q: 3 clusters Score -3136207 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 24398 members 
Entering Unmasked Estep 
Score: -3136377.000000 Penalty: 3301.833008
	Iteration 22Q: 3 clusters Score -3136377 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 24596 members 
Entering Unmasked Estep 
Score: -3136481.250000 Penalty: 3301.833008
	Iteration 23Q: 3 clusters Score -3136481 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 24748 members 
Entering Unmasked Estep 
Score: -3136564.750000 Penalty: 3301.833008
	Iteration 24Q: 3 clusters Score -3136565 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 24869 members 
Entering Unmasked Estep 
Score: -3136649.000000 Penalty: 3301.833008
	Iteration 25Q: 3 clusters Score -3136649 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 24978 members 
Entering Unmasked Estep 
Score: -3136718.500000 Penalty: 3301.833008
	Iteration 26Q: 3 clusters Score -3136718 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 25045 members 
Entering Unmasked Estep 
Score: -3136740.250000 Penalty: 3301.833008
	Iteration 27Q: 3 clusters Score -3136740 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 25086 members 
Entering Unmasked Estep 
Score: -3136773.500000 Penalty: 3301.833008
	Iteration 28Q: 3 clusters Score -3136774 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 25122 members 
Entering Unmasked Estep 
Score: -3136803.750000 Penalty: 3301.833008
	Iteration 29Q: 3 clusters Score -3136804 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 25150 members 
Entering Unmasked Estep 
Score: -3136821.750000 Penalty: 3301.833008
	Iteration 30Q: 3 clusters Score -3136822 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 25179 members 
Entering Unmasked Estep 
Score: -3136840.000000 Penalty: 3301.833008
	Iteration 31Q: 3 clusters Score -3136840 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 25209 members 
Entering Unmasked Estep 
Score: -3136854.500000 Penalty: 3301.833008
	Iteration 32Q: 3 clusters Score -3136854 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 25225 members 
Entering Unmasked Estep 
Score: -3136869.500000 Penalty: 3301.833008
	Iteration 33Q: 3 clusters Score -3136870 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 25236 members 
Entering Unmasked Estep 
Score: -3136874.500000 Penalty: 3301.833008
	Iteration 34Q: 3 clusters Score -3136874 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 25246 members 
Entering Unmasked Estep 
Score: -3136880.750000 Penalty: 3301.833008
	Iteration 35Q: 3 clusters Score -3136881 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 25251 members 
Entering Unmasked Estep 
Score: -3136885.500000 Penalty: 3301.833008
	Iteration 36Q: 3 clusters Score -3136886 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 25262 members 
Entering Unmasked Estep 
Score: -3136896.000000 Penalty: 3301.833008
	Iteration 37Q: 3 clusters Score -3136896 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 25275 members 
Entering Unmasked Estep 
Score: -3136903.750000 Penalty: 3301.833008
	Iteration 38Q: 3 clusters Score -3136904 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 25281 members 
Entering Unmasked Estep 
Score: -3136909.750000 Penalty: 3301.833008
	Iteration 39Q: 3 clusters Score -3136910 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 25288 members 
Entering Unmasked Estep 
Score: -3136914.250000 Penalty: 3301.833008
	Iteration 40F: 3 clusters Score -3136914 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 25290 members 
Entering Unmasked Estep 
Score: -3136917.250000 Penalty: 3301.833008
	Iteration 41Q: 3 clusters Score -3136917 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 25292 members 
Entering Unmasked Estep 
Score: -3136916.750000 Penalty: 3301.833008
	Iteration 42Q: 3 clusters Score -3136917 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 25294 members 
Entering Unmasked Estep 
Score: -3136917.000000 Penalty: 3301.833008
	Iteration 43Q: 3 clusters Score -3136917 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 25292 members 
Entering Unmasked Estep 
Score: -3136916.000000 Penalty: 3301.833008
	Iteration 44Q: 3 clusters Score -3136916 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 25294 members 
Entering Unmasked Estep 
Score: -3136918.000000 Penalty: 3301.833008
	Iteration 45Q: 3 clusters Score -3136918 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 25297 members 
Entering Unmasked Estep 
Score: -3136916.750000 Penalty: 3301.833008
	Iteration 46Q: 3 clusters Score -3136917 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 25295 members 
Entering Unmasked Estep 
Score: -3136923.250000 Penalty: 3301.833008
	Iteration 47Q: 3 clusters Score -3136923 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 25296 members 
Entering Unmasked Estep 
Score: -3136924.500000 Penalty: 3301.833008
	Iteration 48Q: 3 clusters Score -3136924 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 25298 members 
Entering Unmasked Estep 
Score: -3136927.500000 Penalty: 3301.833008
	Iteration 49Q: 3 clusters Score -3136928 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 25305 members 
Entering Unmasked Estep 
Score: -3136930.250000 Penalty: 3301.833008
	Iteration 50Q: 3 clusters Score -3136930 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 25309 members 
Entering Unmasked Estep 
Score: -3136931.750000 Penalty: 3301.833008
	Iteration 51Q: 3 clusters Score -3136932 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 25311 members 
Entering Unmasked Estep 
Score: -3136930.750000 Penalty: 3301.833008
	Iteration 52Q: 3 clusters Score -3136931 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 25310 members 
Entering Unmasked Estep 
Score: -3136935.000000 Penalty: 3301.833008
	Iteration 53Q: 3 clusters Score -3136935 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 25312 members 
Entering Unmasked Estep 
Score: -3136936.500000 Penalty: 3301.833008
	Iteration 54Q: 3 clusters Score -3136936 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 25315 members 
Entering Unmasked Estep 
Score: -3136932.750000 Penalty: 3301.833008
	Iteration 55Q: 3 clusters Score -3136933 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 25318 members 
Entering Unmasked Estep 
Score: -3136933.500000 Penalty: 3301.833008
	Iteration 56Q: 3 clusters Score -3136934 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 25320 members 
Entering Unmasked Estep 
Score: -3136936.500000 Penalty: 3301.833008
	Iteration 57Q: 3 clusters Score -3136936 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 25323 members 
Entering Unmasked Estep 
Score: -3136938.750000 Penalty: 3301.833008
	Iteration 58Q: 3 clusters Score -3136939 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 25326 members 
Entering Unmasked Estep 
Score: -3136937.750000 Penalty: 3301.833008
	Iteration 59Q: 3 clusters Score -3136938 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 25325 members 
Entering Unmasked Estep 
Score: -3136940.750000 Penalty: 3301.833008
	Iteration 60F: 3 clusters Score -3136941 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (33129 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33129 members 
Entering Unmasked Estep 
Score: -4286246.500000 Penalty: 1691.326660
	Iteration 0F: 2 clusters Score -4286246 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16505 members 
Mstep: Class 2 contains 16624 members 
Entering Unmasked Estep 
Score: -4263977.000000 Penalty: 3382.653320
	Iteration 0F: 3 clusters Score -4263977 nChanged 15357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16088 members 
Mstep: Class 2 contains 17041 members 
Entering Unmasked Estep 
Score: -4272429.000000 Penalty: 3382.653320
	Iteration 1F: 3 clusters Score -4272429 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15852 members 
Mstep: Class 2 contains 17277 members 
Entering Unmasked Estep 
Score: -4272902.500000 Penalty: 3382.653320
	Iteration 2Q: 3 clusters Score -4272902 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15484 members 
Mstep: Class 2 contains 17645 members 
Entering Unmasked Estep 
Score: -4273300.500000 Penalty: 3382.653320
	Iteration 3Q: 3 clusters Score -4273300 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14962 members 
Mstep: Class 2 contains 18167 members 
Entering Unmasked Estep 
Score: -4273721.000000 Penalty: 3382.653320
	Iteration 4Q: 3 clusters Score -4273721 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14339 members 
Mstep: Class 2 contains 18790 members 
Entering Unmasked Estep 
Score: -4274214.000000 Penalty: 3382.653320
	Iteration 5Q: 3 clusters Score -4274214 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13484 members 
Mstep: Class 2 contains 19645 members 
Entering Unmasked Estep 
Score: -4274846.000000 Penalty: 3382.653320
	Iteration 6Q: 3 clusters Score -4274846 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12412 members 
Mstep: Class 2 contains 20717 members 
Entering Unmasked Estep 
Score: -4275595.000000 Penalty: 3382.653320
	Iteration 7Q: 3 clusters Score -4275595 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11090 members 
Mstep: Class 2 contains 22039 members 
Entering Unmasked Estep 
Score: -4276534.500000 Penalty: 3382.653320
	Iteration 8Q: 3 clusters Score -4276534 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9545 members 
Mstep: Class 2 contains 23584 members 
Entering Unmasked Estep 
Score: -4277707.000000 Penalty: 3382.653320
	Iteration 9F: 3 clusters Score -4277707 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7854 members 
Mstep: Class 2 contains 25275 members 
Entering Unmasked Estep 
Score: -4278936.000000 Penalty: 3382.653320
	Iteration 10F: 3 clusters Score -4278936 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6154 members 
Mstep: Class 2 contains 26975 members 
Entering Unmasked Estep 
Score: -4280208.000000 Penalty: 3382.653320
	Iteration 11F: 3 clusters Score -4280208 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 28535 members 
Entering Unmasked Estep 
Score: -4281380.500000 Penalty: 3382.653320
	Iteration 12Q: 3 clusters Score -4281380 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 29909 members 
Entering Unmasked Estep 
Score: -4282460.500000 Penalty: 3382.653320
	Iteration 13Q: 3 clusters Score -4282460 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 30990 members 
Entering Unmasked Estep 
Score: -4283288.500000 Penalty: 3382.653320
	Iteration 14Q: 3 clusters Score -4283288 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 31733 members 
Entering Unmasked Estep 
Score: -4283860.500000 Penalty: 3382.653320
	Iteration 15Q: 3 clusters Score -4283860 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 32197 members 
Entering Unmasked Estep 
Score: -4284242.500000 Penalty: 3382.653320
	Iteration 16Q: 3 clusters Score -4284242 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 32468 members 
Entering Unmasked Estep 
Score: -4284448.000000 Penalty: 3382.653320
	Iteration 17Q: 3 clusters Score -4284448 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 32606 members 
Entering Unmasked Estep 
Score: -4284556.500000 Penalty: 3382.653320
	Iteration 18Q: 3 clusters Score -4284556 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 32690 members 
Entering Unmasked Estep 
Score: -4284632.500000 Penalty: 3382.653320
	Iteration 19Q: 3 clusters Score -4284632 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 32745 members 
Entering Unmasked Estep 
Score: -4284684.000000 Penalty: 3382.653320
	Iteration 20F: 3 clusters Score -4284684 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 32777 members 
Entering Unmasked Estep 
Score: -4284712.500000 Penalty: 3382.653320
	Iteration 21Q: 3 clusters Score -4284712 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 32800 members 
Entering Unmasked Estep 
Score: -4284728.500000 Penalty: 3382.653320
	Iteration 22Q: 3 clusters Score -4284728 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 32817 members 
Entering Unmasked Estep 
Score: -4284751.500000 Penalty: 3382.653320
	Iteration 23Q: 3 clusters Score -4284752 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 32830 members 
Entering Unmasked Estep 
Score: -4284762.500000 Penalty: 3382.653320
	Iteration 24Q: 3 clusters Score -4284762 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 32841 members 
Entering Unmasked Estep 
Score: -4284772.000000 Penalty: 3382.653320
	Iteration 25Q: 3 clusters Score -4284772 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 32848 members 
Entering Unmasked Estep 
Score: -4284771.000000 Penalty: 3382.653320
	Iteration 26Q: 3 clusters Score -4284771 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 32850 members 
Entering Unmasked Estep 
Score: -4284772.500000 Penalty: 3382.653320
	Iteration 27Q: 3 clusters Score -4284772 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 32852 members 
Entering Unmasked Estep 
Score: -4284776.000000 Penalty: 3382.653320
	Iteration 28Q: 3 clusters Score -4284776 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 32853 members 
Entering Unmasked Estep 
Score: -4284777.000000 Penalty: 3382.653320
	Iteration 29Q: 3 clusters Score -4284777 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 32853 members 
Entering Unmasked Estep 
Score: -4284777.000000 Penalty: 3382.653320
	Iteration 30F: 3 clusters Score -4284777 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (2164 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Entering Unmasked Estep 
Score: -257382.343750 Penalty: 1247.953491
	Iteration 0F: 2 clusters Score -257382.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -255239.281250 Penalty: 2495.906982
	Iteration 0F: 3 clusters Score -255239.3 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -255759.265625 Penalty: 2495.906982
	Iteration 1F: 3 clusters Score -255759.3 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -255887.640625 Penalty: 2495.906982
	Iteration 2F: 3 clusters Score -255887.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -255973.609375 Penalty: 2495.906982
	Iteration 3Q: 3 clusters Score -255973.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -256046.281250 Penalty: 2495.906982
	Iteration 4Q: 3 clusters Score -256046.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -256106.468750 Penalty: 2495.906982
	Iteration 5Q: 3 clusters Score -256106.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -256159.859375 Penalty: 2495.906982
	Iteration 6Q: 3 clusters Score -256159.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -256201.531250 Penalty: 2495.906982
	Iteration 7Q: 3 clusters Score -256201.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -256226.578125 Penalty: 2495.906982
	Iteration 8Q: 3 clusters Score -256226.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -256246.375000 Penalty: 2495.906982
	Iteration 9Q: 3 clusters Score -256246.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -256259.000000 Penalty: 2495.906982
	Iteration 10Q: 3 clusters Score -256259 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -256264.593750 Penalty: 2495.906982
	Iteration 11Q: 3 clusters Score -256264.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -256271.421875 Penalty: 2495.906982
	Iteration 12Q: 3 clusters Score -256271.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -256280.046875 Penalty: 2495.906982
	Iteration 13Q: 3 clusters Score -256280 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -256287.281250 Penalty: 2495.906982
	Iteration 14Q: 3 clusters Score -256287.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -256293.406250 Penalty: 2495.906982
	Iteration 15Q: 3 clusters Score -256293.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -256298.796875 Penalty: 2495.906982
	Iteration 16Q: 3 clusters Score -256298.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -256304.781250 Penalty: 2495.906982
	Iteration 17Q: 3 clusters Score -256304.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -256314.359375 Penalty: 2495.906982
	Iteration 18Q: 3 clusters Score -256314.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -256319.453125 Penalty: 2495.906982
	Iteration 19Q: 3 clusters Score -256319.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -256334.843750 Penalty: 2495.906982
	Iteration 20F: 3 clusters Score -256334.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -256344.640625 Penalty: 2495.906982
	Iteration 21Q: 3 clusters Score -256344.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -256353.281250 Penalty: 2495.906982
	Iteration 22Q: 3 clusters Score -256353.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -256358.843750 Penalty: 2495.906982
	Iteration 23Q: 3 clusters Score -256358.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -256362.937500 Penalty: 2495.906982
	Iteration 24Q: 3 clusters Score -256362.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -256367.640625 Penalty: 2495.906982
	Iteration 25Q: 3 clusters Score -256367.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -256375.328125 Penalty: 2495.906982
	Iteration 26Q: 3 clusters Score -256375.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -256384.421875 Penalty: 2495.906982
	Iteration 27Q: 3 clusters Score -256384.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -256391.984375 Penalty: 2495.906982
	Iteration 28Q: 3 clusters Score -256392 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -256406.468750 Penalty: 2495.906982
	Iteration 29Q: 3 clusters Score -256406.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -256420.031250 Penalty: 2495.906982
	Iteration 30Q: 3 clusters Score -256420 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -256429.812500 Penalty: 2495.906982
	Iteration 31Q: 3 clusters Score -256429.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -256435.703125 Penalty: 2495.906982
	Iteration 32Q: 3 clusters Score -256435.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -256439.937500 Penalty: 2495.906982
	Iteration 33Q: 3 clusters Score -256439.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -256445.046875 Penalty: 2495.906982
	Iteration 34Q: 3 clusters Score -256445 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -256449.546875 Penalty: 2495.906982
	Iteration 35Q: 3 clusters Score -256449.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -256453.828125 Penalty: 2495.906982
	Iteration 36Q: 3 clusters Score -256453.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -256458.531250 Penalty: 2495.906982
	Iteration 37Q: 3 clusters Score -256458.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -256462.250000 Penalty: 2495.906982
	Iteration 38Q: 3 clusters Score -256462.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -256462.781250 Penalty: 2495.906982
	Iteration 39Q: 3 clusters Score -256462.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -256465.140625 Penalty: 2495.906982
	Iteration 40F: 3 clusters Score -256465.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -256471.328125 Penalty: 2495.906982
	Iteration 41Q: 3 clusters Score -256471.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -256483.640625 Penalty: 2495.906982
	Iteration 42Q: 3 clusters Score -256483.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -256497.609375 Penalty: 2495.906982
	Iteration 43Q: 3 clusters Score -256497.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -256511.171875 Penalty: 2495.906982
	Iteration 44Q: 3 clusters Score -256511.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -256519.093750 Penalty: 2495.906982
	Iteration 45Q: 3 clusters Score -256519.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -256523.906250 Penalty: 2495.906982
	Iteration 46Q: 3 clusters Score -256523.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -256527.921875 Penalty: 2495.906982
	Iteration 47Q: 3 clusters Score -256527.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -256531.546875 Penalty: 2495.906982
	Iteration 48Q: 3 clusters Score -256531.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -256535.671875 Penalty: 2495.906982
	Iteration 49Q: 3 clusters Score -256535.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -256538.765625 Penalty: 2495.906982
	Iteration 50Q: 3 clusters Score -256538.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -256540.000000 Penalty: 2495.906982
	Iteration 51Q: 3 clusters Score -256540 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -256540.250000 Penalty: 2495.906982
	Iteration 52Q: 3 clusters Score -256540.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -256540.937500 Penalty: 2495.906982
	Iteration 53Q: 3 clusters Score -256540.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -256541.234375 Penalty: 2495.906982
	Iteration 54Q: 3 clusters Score -256541.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -256544.828125 Penalty: 2495.906982
	Iteration 55Q: 3 clusters Score -256544.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -256547.218750 Penalty: 2495.906982
	Iteration 56Q: 3 clusters Score -256547.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -256550.046875 Penalty: 2495.906982
	Iteration 57Q: 3 clusters Score -256550 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -256553.546875 Penalty: 2495.906982
	Iteration 58Q: 3 clusters Score -256553.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -256558.421875 Penalty: 2495.906982
	Iteration 59Q: 3 clusters Score -256558.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -256563.984375 Penalty: 2495.906982
	Iteration 60F: 3 clusters Score -256564 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -256572.468750 Penalty: 2495.906982
	Iteration 61Q: 3 clusters Score -256572.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -256578.875000 Penalty: 2495.906982
	Iteration 62Q: 3 clusters Score -256578.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -256583.781250 Penalty: 2495.906982
	Iteration 63Q: 3 clusters Score -256583.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -256587.843750 Penalty: 2495.906982
	Iteration 64Q: 3 clusters Score -256587.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -256590.421875 Penalty: 2495.906982
	Iteration 65Q: 3 clusters Score -256590.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -256591.640625 Penalty: 2495.906982
	Iteration 66Q: 3 clusters Score -256591.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -256593.765625 Penalty: 2495.906982
	Iteration 67Q: 3 clusters Score -256593.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -256595.046875 Penalty: 2495.906982
	Iteration 68Q: 3 clusters Score -256595 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -256595.046875 Penalty: 2495.906982
	Iteration 69F: 3 clusters Score -256595 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (73130 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73130 members 
Entering Unmasked Estep 
Score: -9292217.000000 Penalty: 1819.999023
	Iteration 0F: 2 clusters Score -9292217 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36816 members 
Mstep: Class 2 contains 36314 members 
Entering Unmasked Estep 
Score: -9243407.000000 Penalty: 3639.998047
	Iteration 0F: 3 clusters Score -9243407 nChanged 34694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40522 members 
Mstep: Class 2 contains 32608 members 
Entering Unmasked Estep 
Score: -9263904.000000 Penalty: 3639.998047
	Iteration 1F: 3 clusters Score -9263904 nChanged 3668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43060 members 
Mstep: Class 2 contains 30070 members 
Entering Unmasked Estep 
Score: -9265513.000000 Penalty: 3639.998047
	Iteration 2F: 3 clusters Score -9265513 nChanged 4546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46712 members 
Mstep: Class 2 contains 26418 members 
Entering Unmasked Estep 
Score: -9268094.000000 Penalty: 3639.998047
	Iteration 3F: 3 clusters Score -9268094 nChanged 5609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51621 members 
Mstep: Class 2 contains 21509 members 
Entering Unmasked Estep 
Score: -9271988.000000 Penalty: 3639.998047
	Iteration 4F: 3 clusters Score -9271988 nChanged 5972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57043 members 
Mstep: Class 2 contains 16087 members 
Entering Unmasked Estep 
Score: -9276911.000000 Penalty: 3639.998047
	Iteration 5F: 3 clusters Score -9276911 nChanged 5431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62176 members 
Mstep: Class 2 contains 10954 members 
Entering Unmasked Estep 
Score: -9281489.000000 Penalty: 3639.998047
	Iteration 6F: 3 clusters Score -9281489 nChanged 4234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66310 members 
Mstep: Class 2 contains 6820 members 
Entering Unmasked Estep 
Score: -9285111.000000 Penalty: 3639.998047
	Iteration 7F: 3 clusters Score -9285111 nChanged 2856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69148 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -9287517.000000 Penalty: 3639.998047
	Iteration 8Q: 3 clusters Score -9287517 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70968 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -9289023.000000 Penalty: 3639.998047
	Iteration 9Q: 3 clusters Score -9289023 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72010 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -9289880.000000 Penalty: 3639.998047
	Iteration 10Q: 3 clusters Score -9289880 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72483 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -9290291.000000 Penalty: 3639.998047
	Iteration 11Q: 3 clusters Score -9290291 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72667 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -9290461.000000 Penalty: 3639.998047
	Iteration 12Q: 3 clusters Score -9290461 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72741 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -9290522.000000 Penalty: 3639.998047
	Iteration 13Q: 3 clusters Score -9290522 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72778 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -9290577.000000 Penalty: 3639.998047
	Iteration 14Q: 3 clusters Score -9290577 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72811 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -9290628.000000 Penalty: 3639.998047
	Iteration 15Q: 3 clusters Score -9290628 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72832 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -9290663.000000 Penalty: 3639.998047
	Iteration 16Q: 3 clusters Score -9290663 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72836 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -9290687.000000 Penalty: 3639.998047
	Iteration 17Q: 3 clusters Score -9290687 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72841 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -9290693.000000 Penalty: 3639.998047
	Iteration 18Q: 3 clusters Score -9290693 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72846 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -9290704.000000 Penalty: 3639.998047
	Iteration 19Q: 3 clusters Score -9290704 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72846 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -9290704.000000 Penalty: 3639.998047
	Iteration 20F: 3 clusters Score -9290704 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72848 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -9290708.000000 Penalty: 3639.998047
	Iteration 21Q: 3 clusters Score -9290708 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72849 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -9290707.000000 Penalty: 3639.998047
	Iteration 22Q: 3 clusters Score -9290707 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72855 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -9290718.000000 Penalty: 3639.998047
	Iteration 23Q: 3 clusters Score -9290718 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72856 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -9290714.000000 Penalty: 3639.998047
	Iteration 24Q: 3 clusters Score -9290714 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72858 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -9290716.000000 Penalty: 3639.998047
	Iteration 25Q: 3 clusters Score -9290716 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72858 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -9290715.000000 Penalty: 3639.998047
	Iteration 26Q: 3 clusters Score -9290715 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72859 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -9290717.000000 Penalty: 3639.998047
	Iteration 27Q: 3 clusters Score -9290717 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72860 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -9290715.000000 Penalty: 3639.998047
	Iteration 28Q: 3 clusters Score -9290715 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72861 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -9290720.000000 Penalty: 3639.998047
	Iteration 29Q: 3 clusters Score -9290720 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72860 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -9290721.000000 Penalty: 3639.998047
	Iteration 30Q: 3 clusters Score -9290721 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72859 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -9290721.000000 Penalty: 3639.998047
	Iteration 31Q: 3 clusters Score -9290721 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72858 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -9290725.000000 Penalty: 3639.998047
	Iteration 32Q: 3 clusters Score -9290725 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72859 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -9290726.000000 Penalty: 3639.998047
	Iteration 33Q: 3 clusters Score -9290726 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72861 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -9290723.000000 Penalty: 3639.998047
	Iteration 34Q: 3 clusters Score -9290723 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72861 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -9290723.000000 Penalty: 3639.998047
	Iteration 35F: 3 clusters Score -9290723 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (18140 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18140 members 
Entering Unmasked Estep 
Score: -2266823.750000 Penalty: 1593.454712
	Iteration 0F: 2 clusters Score -2266824 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9015 members 
Mstep: Class 2 contains 9125 members 
Entering Unmasked Estep 
Score: -2254442.000000 Penalty: 3186.909424
	Iteration 0F: 3 clusters Score -2254442 nChanged 8072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9069 members 
Mstep: Class 2 contains 9071 members 
Entering Unmasked Estep 
Score: -2259062.750000 Penalty: 3186.909424
	Iteration 1F: 3 clusters Score -2259063 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9141 members 
Mstep: Class 2 contains 8999 members 
Entering Unmasked Estep 
Score: -2259593.750000 Penalty: 3186.909424
	Iteration 2F: 3 clusters Score -2259594 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9308 members 
Mstep: Class 2 contains 8832 members 
Entering Unmasked Estep 
Score: -2260100.250000 Penalty: 3186.909424
	Iteration 3F: 3 clusters Score -2260100 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9543 members 
Mstep: Class 2 contains 8597 members 
Entering Unmasked Estep 
Score: -2260573.250000 Penalty: 3186.909424
	Iteration 4F: 3 clusters Score -2260573 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9825 members 
Mstep: Class 2 contains 8315 members 
Entering Unmasked Estep 
Score: -2261057.000000 Penalty: 3186.909424
	Iteration 5F: 3 clusters Score -2261057 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10173 members 
Mstep: Class 2 contains 7967 members 
Entering Unmasked Estep 
Score: -2261551.000000 Penalty: 3186.909424
	Iteration 6F: 3 clusters Score -2261551 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10491 members 
Mstep: Class 2 contains 7649 members 
Entering Unmasked Estep 
Score: -2262052.500000 Penalty: 3186.909424
	Iteration 7Q: 3 clusters Score -2262052 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10812 members 
Mstep: Class 2 contains 7328 members 
Entering Unmasked Estep 
Score: -2262559.750000 Penalty: 3186.909424
	Iteration 8Q: 3 clusters Score -2262560 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11114 members 
Mstep: Class 2 contains 7026 members 
Entering Unmasked Estep 
Score: -2263055.000000 Penalty: 3186.909424
	Iteration 9Q: 3 clusters Score -2263055 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11375 members 
Mstep: Class 2 contains 6765 members 
Entering Unmasked Estep 
Score: -2263463.000000 Penalty: 3186.909424
	Iteration 10Q: 3 clusters Score -2263463 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11549 members 
Mstep: Class 2 contains 6591 members 
Entering Unmasked Estep 
Score: -2263690.500000 Penalty: 3186.909424
	Iteration 11Q: 3 clusters Score -2263690 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11707 members 
Mstep: Class 2 contains 6433 members 
Entering Unmasked Estep 
Score: -2263849.000000 Penalty: 3186.909424
	Iteration 12Q: 3 clusters Score -2263849 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11858 members 
Mstep: Class 2 contains 6282 members 
Entering Unmasked Estep 
Score: -2263963.750000 Penalty: 3186.909424
	Iteration 13Q: 3 clusters Score -2263964 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12001 members 
Mstep: Class 2 contains 6139 members 
Entering Unmasked Estep 
Score: -2264042.750000 Penalty: 3186.909424
	Iteration 14Q: 3 clusters Score -2264043 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12134 members 
Mstep: Class 2 contains 6006 members 
Entering Unmasked Estep 
Score: -2264108.250000 Penalty: 3186.909424
	Iteration 15Q: 3 clusters Score -2264108 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12261 members 
Mstep: Class 2 contains 5879 members 
Entering Unmasked Estep 
Score: -2264148.750000 Penalty: 3186.909424
	Iteration 16Q: 3 clusters Score -2264149 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12392 members 
Mstep: Class 2 contains 5748 members 
Entering Unmasked Estep 
Score: -2264183.250000 Penalty: 3186.909424
	Iteration 17Q: 3 clusters Score -2264183 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12535 members 
Mstep: Class 2 contains 5605 members 
Entering Unmasked Estep 
Score: -2264239.500000 Penalty: 3186.909424
	Iteration 18Q: 3 clusters Score -2264240 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12679 members 
Mstep: Class 2 contains 5461 members 
Entering Unmasked Estep 
Score: -2264280.250000 Penalty: 3186.909424
	Iteration 19Q: 3 clusters Score -2264280 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12813 members 
Mstep: Class 2 contains 5327 members 
Entering Unmasked Estep 
Score: -2264317.250000 Penalty: 3186.909424
	Iteration 20F: 3 clusters Score -2264317 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12952 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -2264361.250000 Penalty: 3186.909424
	Iteration 21Q: 3 clusters Score -2264361 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13094 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -2264406.000000 Penalty: 3186.909424
	Iteration 22Q: 3 clusters Score -2264406 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13252 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -2264450.250000 Penalty: 3186.909424
	Iteration 23Q: 3 clusters Score -2264450 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13388 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -2264497.000000 Penalty: 3186.909424
	Iteration 24Q: 3 clusters Score -2264497 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13535 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -2264543.500000 Penalty: 3186.909424
	Iteration 25Q: 3 clusters Score -2264544 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13668 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -2264574.500000 Penalty: 3186.909424
	Iteration 26Q: 3 clusters Score -2264574 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13801 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -2264620.750000 Penalty: 3186.909424
	Iteration 27Q: 3 clusters Score -2264621 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13944 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -2264670.250000 Penalty: 3186.909424
	Iteration 28Q: 3 clusters Score -2264670 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14089 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -2264741.250000 Penalty: 3186.909424
	Iteration 29Q: 3 clusters Score -2264741 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14265 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -2264835.500000 Penalty: 3186.909424
	Iteration 30Q: 3 clusters Score -2264836 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14436 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -2264954.500000 Penalty: 3186.909424
	Iteration 31Q: 3 clusters Score -2264954 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14622 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -2265099.500000 Penalty: 3186.909424
	Iteration 32Q: 3 clusters Score -2265100 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14796 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -2265293.250000 Penalty: 3186.909424
	Iteration 33Q: 3 clusters Score -2265293 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14952 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -2265524.500000 Penalty: 3186.909424
	Iteration 34Q: 3 clusters Score -2265524 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15085 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -2265794.250000 Penalty: 3186.909424
	Iteration 35Q: 3 clusters Score -2265794 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15178 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -2265963.750000 Penalty: 3186.909424
	Iteration 36Q: 3 clusters Score -2265964 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15217 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -2266076.500000 Penalty: 3186.909424
	Iteration 37Q: 3 clusters Score -2266076 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15235 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -2266170.250000 Penalty: 3186.909424
	Iteration 38Q: 3 clusters Score -2266170 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15241 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -2266217.750000 Penalty: 3186.909424
	Iteration 39Q: 3 clusters Score -2266218 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15237 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -2266256.750000 Penalty: 3186.909424
	Iteration 40F: 3 clusters Score -2266257 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15233 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -2266271.000000 Penalty: 3186.909424
	Iteration 41Q: 3 clusters Score -2266271 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15236 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -2266284.750000 Penalty: 3186.909424
	Iteration 42Q: 3 clusters Score -2266285 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15249 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -2266294.250000 Penalty: 3186.909424
	Iteration 43Q: 3 clusters Score -2266294 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15256 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -2266310.000000 Penalty: 3186.909424
	Iteration 44Q: 3 clusters Score -2266310 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15252 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -2266325.500000 Penalty: 3186.909424
	Iteration 45Q: 3 clusters Score -2266326 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15251 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -2266336.750000 Penalty: 3186.909424
	Iteration 46Q: 3 clusters Score -2266337 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15253 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -2266345.750000 Penalty: 3186.909424
	Iteration 47Q: 3 clusters Score -2266346 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15250 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -2266340.500000 Penalty: 3186.909424
	Iteration 48Q: 3 clusters Score -2266340 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15252 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -2266351.000000 Penalty: 3186.909424
	Iteration 49Q: 3 clusters Score -2266351 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15256 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -2266354.250000 Penalty: 3186.909424
	Iteration 50Q: 3 clusters Score -2266354 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15259 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -2266365.750000 Penalty: 3186.909424
	Iteration 51Q: 3 clusters Score -2266366 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15267 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -2266369.250000 Penalty: 3186.909424
	Iteration 52Q: 3 clusters Score -2266369 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15276 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -2266372.500000 Penalty: 3186.909424
	Iteration 53Q: 3 clusters Score -2266372 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15288 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -2266376.500000 Penalty: 3186.909424
	Iteration 54Q: 3 clusters Score -2266376 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15305 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -2266382.500000 Penalty: 3186.909424
	Iteration 55Q: 3 clusters Score -2266382 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15323 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -2266388.000000 Penalty: 3186.909424
	Iteration 56Q: 3 clusters Score -2266388 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15336 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -2266398.750000 Penalty: 3186.909424
	Iteration 57Q: 3 clusters Score -2266399 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15344 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -2266401.500000 Penalty: 3186.909424
	Iteration 58Q: 3 clusters Score -2266402 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15349 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -2266407.000000 Penalty: 3186.909424
	Iteration 59Q: 3 clusters Score -2266407 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15349 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -2266409.000000 Penalty: 3186.909424
	Iteration 60F: 3 clusters Score -2266409 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15351 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -2266412.750000 Penalty: 3186.909424
	Iteration 61Q: 3 clusters Score -2266413 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15352 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -2266411.500000 Penalty: 3186.909424
	Iteration 62Q: 3 clusters Score -2266412 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15351 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -2266413.000000 Penalty: 3186.909424
	Iteration 63Q: 3 clusters Score -2266413 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15350 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -2266409.750000 Penalty: 3186.909424
	Iteration 64Q: 3 clusters Score -2266410 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15351 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -2266414.750000 Penalty: 3186.909424
	Iteration 65Q: 3 clusters Score -2266415 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15354 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -2266418.250000 Penalty: 3186.909424
	Iteration 66Q: 3 clusters Score -2266418 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15355 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -2266417.000000 Penalty: 3186.909424
	Iteration 67Q: 3 clusters Score -2266417 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15356 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -2266416.500000 Penalty: 3186.909424
	Iteration 68Q: 3 clusters Score -2266416 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15360 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -2266411.000000 Penalty: 3186.909424
	Iteration 69Q: 3 clusters Score -2266411 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15359 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -2266408.000000 Penalty: 3186.909424
	Iteration 70Q: 3 clusters Score -2266408 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15359 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -2266417.250000 Penalty: 3186.909424
	Iteration 71Q: 3 clusters Score -2266417 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15362 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -2266415.250000 Penalty: 3186.909424
	Iteration 72Q: 3 clusters Score -2266415 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15364 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -2266417.000000 Penalty: 3186.909424
	Iteration 73Q: 3 clusters Score -2266417 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15365 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -2266412.750000 Penalty: 3186.909424
	Iteration 74Q: 3 clusters Score -2266413 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15365 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -2266413.750000 Penalty: 3186.909424
	Iteration 75Q: 3 clusters Score -2266414 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15369 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -2266412.250000 Penalty: 3186.909424
	Iteration 76Q: 3 clusters Score -2266412 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15376 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -2266413.250000 Penalty: 3186.909424
	Iteration 77Q: 3 clusters Score -2266413 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15383 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -2266420.750000 Penalty: 3186.909424
	Iteration 78Q: 3 clusters Score -2266421 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15389 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -2266426.500000 Penalty: 3186.909424
	Iteration 79Q: 3 clusters Score -2266426 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15393 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -2266422.750000 Penalty: 3186.909424
	Iteration 80F: 3 clusters Score -2266423 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15394 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -2266425.500000 Penalty: 3186.909424
	Iteration 81Q: 3 clusters Score -2266426 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15401 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -2266430.750000 Penalty: 3186.909424
	Iteration 82Q: 3 clusters Score -2266431 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15403 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -2266429.500000 Penalty: 3186.909424
	Iteration 83Q: 3 clusters Score -2266430 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15404 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -2266429.750000 Penalty: 3186.909424
	Iteration 84Q: 3 clusters Score -2266430 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15405 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -2266429.000000 Penalty: 3186.909424
	Iteration 85Q: 3 clusters Score -2266429 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15406 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -2266426.500000 Penalty: 3186.909424
	Iteration 86Q: 3 clusters Score -2266426 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15409 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -2266425.250000 Penalty: 3186.909424
	Iteration 87Q: 3 clusters Score -2266425 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15411 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -2266430.500000 Penalty: 3186.909424
	Iteration 88Q: 3 clusters Score -2266430 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15412 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -2266431.250000 Penalty: 3186.909424
	Iteration 89Q: 3 clusters Score -2266431 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15412 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -2266431.250000 Penalty: 3186.909424
	Iteration 90F: 3 clusters Score -2266431 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (142730 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142730 members 
Entering Unmasked Estep 
Score: -18370404.000000 Penalty: 1928.665283
	Iteration 0F: 2 clusters Score -1.83704e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71388 members 
Mstep: Class 2 contains 71342 members 
Entering Unmasked Estep 
Score: -18289516.000000 Penalty: 3857.330566
	Iteration 0F: 3 clusters Score -1.828952e+07 nChanged 68794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74734 members 
Mstep: Class 2 contains 67996 members 
Entering Unmasked Estep 
Score: -18329694.000000 Penalty: 3857.330566
	Iteration 1F: 3 clusters Score -1.832969e+07 nChanged 4971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77447 members 
Mstep: Class 2 contains 65283 members 
Entering Unmasked Estep 
Score: -18330892.000000 Penalty: 3857.330566
	Iteration 2Q: 3 clusters Score -1.833089e+07 nChanged 5873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81478 members 
Mstep: Class 2 contains 61252 members 
Entering Unmasked Estep 
Score: -18332416.000000 Penalty: 3857.330566
	Iteration 3Q: 3 clusters Score -1.833242e+07 nChanged 7242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87068 members 
Mstep: Class 2 contains 55662 members 
Entering Unmasked Estep 
Score: -18334820.000000 Penalty: 3857.330566
	Iteration 4F: 3 clusters Score -1.833482e+07 nChanged 8679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94421 members 
Mstep: Class 2 contains 48309 members 
Entering Unmasked Estep 
Score: -18338218.000000 Penalty: 3857.330566
	Iteration 5F: 3 clusters Score -1.833822e+07 nChanged 9814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103381 members 
Mstep: Class 2 contains 39349 members 
Entering Unmasked Estep 
Score: -18342892.000000 Penalty: 3857.330566
	Iteration 6F: 3 clusters Score -1.834289e+07 nChanged 10228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113261 members 
Mstep: Class 2 contains 29469 members 
Entering Unmasked Estep 
Score: -18349278.000000 Penalty: 3857.330566
	Iteration 7F: 3 clusters Score -1.834928e+07 nChanged 9830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123025 members 
Mstep: Class 2 contains 19705 members 
Entering Unmasked Estep 
Score: -18356450.000000 Penalty: 3857.330566
	Iteration 8F: 3 clusters Score -1.835645e+07 nChanged 8559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131580 members 
Mstep: Class 2 contains 11150 members 
Entering Unmasked Estep 
Score: -18362090.000000 Penalty: 3857.330566
	Iteration 9F: 3 clusters Score -1.836209e+07 nChanged 5905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137485 members 
Mstep: Class 2 contains 5245 members 
Entering Unmasked Estep 
Score: -18365810.000000 Penalty: 3857.330566
	Iteration 10Q: 3 clusters Score -1.836581e+07 nChanged 3119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140604 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -18367578.000000 Penalty: 3857.330566
	Iteration 11Q: 3 clusters Score -1.836758e+07 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141844 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -18368240.000000 Penalty: 3857.330566
	Iteration 12Q: 3 clusters Score -1.836824e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142243 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -18368470.000000 Penalty: 3857.330566
	Iteration 13Q: 3 clusters Score -1.836847e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142364 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -18368592.000000 Penalty: 3857.330566
	Iteration 14Q: 3 clusters Score -1.836859e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142407 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -18368622.000000 Penalty: 3857.330566
	Iteration 15Q: 3 clusters Score -1.836862e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142433 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -18368656.000000 Penalty: 3857.330566
	Iteration 16Q: 3 clusters Score -1.836866e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142444 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -18368690.000000 Penalty: 3857.330566
	Iteration 17Q: 3 clusters Score -1.836869e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142452 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -18368706.000000 Penalty: 3857.330566
	Iteration 18Q: 3 clusters Score -1.836871e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142457 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -18368696.000000 Penalty: 3857.330566
	Iteration 19Q: 3 clusters Score -1.83687e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142458 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -18368702.000000 Penalty: 3857.330566
	Iteration 20F: 3 clusters Score -1.83687e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142457 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -18368712.000000 Penalty: 3857.330566
	Iteration 21Q: 3 clusters Score -1.836871e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142457 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -18368718.000000 Penalty: 3857.330566
	Iteration 22Q: 3 clusters Score -1.836872e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142460 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -18368716.000000 Penalty: 3857.330566
	Iteration 23Q: 3 clusters Score -1.836872e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142462 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -18368722.000000 Penalty: 3857.330566
	Iteration 24Q: 3 clusters Score -1.836872e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142462 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -18368726.000000 Penalty: 3857.330566
	Iteration 25Q: 3 clusters Score -1.836873e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142460 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -18368736.000000 Penalty: 3857.330566
	Iteration 26Q: 3 clusters Score -1.836874e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142462 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -18368728.000000 Penalty: 3857.330566
	Iteration 27Q: 3 clusters Score -1.836873e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142464 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -18368738.000000 Penalty: 3857.330566
	Iteration 28Q: 3 clusters Score -1.836874e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142465 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -18368742.000000 Penalty: 3857.330566
	Iteration 29Q: 3 clusters Score -1.836874e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142465 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -18368742.000000 Penalty: 3857.330566
	Iteration 30F: 3 clusters Score -1.836874e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (2479 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Entering Unmasked Estep 
Score: -309066.687500 Penalty: 1270.036743
	Iteration 0F: 2 clusters Score -309066.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -306689.312500 Penalty: 2540.073486
	Iteration 0F: 3 clusters Score -306689.3 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -307267.531250 Penalty: 2540.073486
	Iteration 1F: 3 clusters Score -307267.5 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -307407.937500 Penalty: 2540.073486
	Iteration 2F: 3 clusters Score -307407.9 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -307511.437500 Penalty: 2540.073486
	Iteration 3F: 3 clusters Score -307511.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -307597.093750 Penalty: 2540.073486
	Iteration 4Q: 3 clusters Score -307597.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -307707.281250 Penalty: 2540.073486
	Iteration 5Q: 3 clusters Score -307707.3 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -307820.812500 Penalty: 2540.073486
	Iteration 6Q: 3 clusters Score -307820.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -307926.687500 Penalty: 2540.073486
	Iteration 7Q: 3 clusters Score -307926.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -308020.000000 Penalty: 2540.073486
	Iteration 8Q: 3 clusters Score -308020 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -308110.250000 Penalty: 2540.073486
	Iteration 9Q: 3 clusters Score -308110.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -308169.562500 Penalty: 2540.073486
	Iteration 10Q: 3 clusters Score -308169.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -308211.531250 Penalty: 2540.073486
	Iteration 11Q: 3 clusters Score -308211.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -308257.781250 Penalty: 2540.073486
	Iteration 12Q: 3 clusters Score -308257.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -308298.656250 Penalty: 2540.073486
	Iteration 13Q: 3 clusters Score -308298.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -308323.281250 Penalty: 2540.073486
	Iteration 14Q: 3 clusters Score -308323.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -308337.093750 Penalty: 2540.073486
	Iteration 15Q: 3 clusters Score -308337.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -308351.406250 Penalty: 2540.073486
	Iteration 16Q: 3 clusters Score -308351.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -308358.656250 Penalty: 2540.073486
	Iteration 17Q: 3 clusters Score -308358.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -308359.437500 Penalty: 2540.073486
	Iteration 18Q: 3 clusters Score -308359.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -308360.093750 Penalty: 2540.073486
	Iteration 19Q: 3 clusters Score -308360.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -308361.343750 Penalty: 2540.073486
	Iteration 20F: 3 clusters Score -308361.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -308362.281250 Penalty: 2540.073486
	Iteration 21Q: 3 clusters Score -308362.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -308363.562500 Penalty: 2540.073486
	Iteration 22Q: 3 clusters Score -308363.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -308364.218750 Penalty: 2540.073486
	Iteration 23Q: 3 clusters Score -308364.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -308365.312500 Penalty: 2540.073486
	Iteration 24Q: 3 clusters Score -308365.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -308365.906250 Penalty: 2540.073486
	Iteration 25Q: 3 clusters Score -308365.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -308366.031250 Penalty: 2540.073486
	Iteration 26Q: 3 clusters Score -308366 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -308366.031250 Penalty: 2540.073486
	Iteration 27F: 3 clusters Score -308366 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (17980 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17980 members 
Entering Unmasked Estep 
Score: -2262878.500000 Penalty: 1592.015015
	Iteration 0F: 2 clusters Score -2262878 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9034 members 
Mstep: Class 2 contains 8946 members 
Entering Unmasked Estep 
Score: -2250434.750000 Penalty: 3184.030029
	Iteration 0F: 3 clusters Score -2250435 nChanged 8155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9517 members 
Mstep: Class 2 contains 8463 members 
Entering Unmasked Estep 
Score: -2254928.750000 Penalty: 3184.030029
	Iteration 1F: 3 clusters Score -2254929 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9885 members 
Mstep: Class 2 contains 8095 members 
Entering Unmasked Estep 
Score: -2255434.750000 Penalty: 3184.030029
	Iteration 2F: 3 clusters Score -2255435 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10385 members 
Mstep: Class 2 contains 7595 members 
Entering Unmasked Estep 
Score: -2255938.500000 Penalty: 3184.030029
	Iteration 3F: 3 clusters Score -2255938 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11040 members 
Mstep: Class 2 contains 6940 members 
Entering Unmasked Estep 
Score: -2256481.250000 Penalty: 3184.030029
	Iteration 4F: 3 clusters Score -2256481 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11775 members 
Mstep: Class 2 contains 6205 members 
Entering Unmasked Estep 
Score: -2257065.500000 Penalty: 3184.030029
	Iteration 5F: 3 clusters Score -2257066 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12544 members 
Mstep: Class 2 contains 5436 members 
Entering Unmasked Estep 
Score: -2257621.750000 Penalty: 3184.030029
	Iteration 6F: 3 clusters Score -2257622 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13411 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -2258259.500000 Penalty: 3184.030029
	Iteration 7F: 3 clusters Score -2258260 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14272 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -2258952.250000 Penalty: 3184.030029
	Iteration 8F: 3 clusters Score -2258952 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15091 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -2259629.250000 Penalty: 3184.030029
	Iteration 9Q: 3 clusters Score -2259629 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15745 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -2260162.250000 Penalty: 3184.030029
	Iteration 10Q: 3 clusters Score -2260162 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16225 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -2260588.750000 Penalty: 3184.030029
	Iteration 11Q: 3 clusters Score -2260589 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16556 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -2260910.750000 Penalty: 3184.030029
	Iteration 12Q: 3 clusters Score -2260911 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16796 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -2261175.000000 Penalty: 3184.030029
	Iteration 13Q: 3 clusters Score -2261175 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16933 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -2261394.250000 Penalty: 3184.030029
	Iteration 14Q: 3 clusters Score -2261394 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17012 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -2261582.500000 Penalty: 3184.030029
	Iteration 15Q: 3 clusters Score -2261582 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17054 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -2261698.750000 Penalty: 3184.030029
	Iteration 16Q: 3 clusters Score -2261699 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17084 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -2261785.250000 Penalty: 3184.030029
	Iteration 17Q: 3 clusters Score -2261785 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17117 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -2261838.500000 Penalty: 3184.030029
	Iteration 18Q: 3 clusters Score -2261838 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17129 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -2261873.750000 Penalty: 3184.030029
	Iteration 19Q: 3 clusters Score -2261874 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17150 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -2261892.250000 Penalty: 3184.030029
	Iteration 20F: 3 clusters Score -2261892 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17153 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -2261897.750000 Penalty: 3184.030029
	Iteration 21Q: 3 clusters Score -2261898 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17150 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -2261912.000000 Penalty: 3184.030029
	Iteration 22Q: 3 clusters Score -2261912 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17153 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -2261915.250000 Penalty: 3184.030029
	Iteration 23Q: 3 clusters Score -2261915 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17155 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -2261925.000000 Penalty: 3184.030029
	Iteration 24Q: 3 clusters Score -2261925 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17157 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -2261928.500000 Penalty: 3184.030029
	Iteration 25Q: 3 clusters Score -2261928 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17156 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -2261927.250000 Penalty: 3184.030029
	Iteration 26Q: 3 clusters Score -2261927 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17157 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -2261928.000000 Penalty: 3184.030029
	Iteration 27Q: 3 clusters Score -2261928 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17158 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -2261926.250000 Penalty: 3184.030029
	Iteration 28Q: 3 clusters Score -2261926 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17159 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -2261927.000000 Penalty: 3184.030029
	Iteration 29Q: 3 clusters Score -2261927 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17160 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -2261928.250000 Penalty: 3184.030029
	Iteration 30Q: 3 clusters Score -2261928 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17159 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -2261926.250000 Penalty: 3184.030029
	Iteration 31Q: 3 clusters Score -2261926 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17158 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -2261928.500000 Penalty: 3184.030029
	Iteration 32Q: 3 clusters Score -2261928 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17158 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -2261930.500000 Penalty: 3184.030029
	Iteration 33Q: 3 clusters Score -2261930 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17159 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -2261930.750000 Penalty: 3184.030029
	Iteration 34Q: 3 clusters Score -2261931 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17158 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -2261932.500000 Penalty: 3184.030029
	Iteration 35Q: 3 clusters Score -2261932 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17156 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -2261932.250000 Penalty: 3184.030029
	Iteration 36Q: 3 clusters Score -2261932 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17155 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -2261936.250000 Penalty: 3184.030029
	Iteration 37Q: 3 clusters Score -2261936 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17158 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -2261932.000000 Penalty: 3184.030029
	Iteration 38Q: 3 clusters Score -2261932 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17157 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -2261933.750000 Penalty: 3184.030029
	Iteration 39Q: 3 clusters Score -2261934 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17157 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -2261933.750000 Penalty: 3184.030029
	Iteration 40F: 3 clusters Score -2261934 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (9545 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9545 members 
Entering Unmasked Estep 
Score: -1203023.750000 Penalty: 1489.113037
	Iteration 0F: 2 clusters Score -1203024 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -1196174.375000 Penalty: 2978.226074
	Iteration 0F: 3 clusters Score -1196174 nChanged 4105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 5064 members 
Entering Unmasked Estep 
Score: -1198325.500000 Penalty: 2978.226074
	Iteration 1F: 3 clusters Score -1198326 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -1198553.875000 Penalty: 2978.226074
	Iteration 2F: 3 clusters Score -1198554 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 5459 members 
Entering Unmasked Estep 
Score: -1198778.375000 Penalty: 2978.226074
	Iteration 3F: 3 clusters Score -1198778 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 5737 members 
Entering Unmasked Estep 
Score: -1198984.625000 Penalty: 2978.226074
	Iteration 4Q: 3 clusters Score -1198985 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 6046 members 
Entering Unmasked Estep 
Score: -1199201.125000 Penalty: 2978.226074
	Iteration 5Q: 3 clusters Score -1199201 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 6392 members 
Entering Unmasked Estep 
Score: -1199459.625000 Penalty: 2978.226074
	Iteration 6Q: 3 clusters Score -1199460 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 6803 members 
Entering Unmasked Estep 
Score: -1199758.375000 Penalty: 2978.226074
	Iteration 7F: 3 clusters Score -1199758 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 7223 members 
Entering Unmasked Estep 
Score: -1200069.250000 Penalty: 2978.226074
	Iteration 8Q: 3 clusters Score -1200069 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 7660 members 
Entering Unmasked Estep 
Score: -1200406.375000 Penalty: 2978.226074
	Iteration 9Q: 3 clusters Score -1200406 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 8032 members 
Entering Unmasked Estep 
Score: -1200722.375000 Penalty: 2978.226074
	Iteration 10Q: 3 clusters Score -1200722 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 8315 members 
Entering Unmasked Estep 
Score: -1200952.625000 Penalty: 2978.226074
	Iteration 11Q: 3 clusters Score -1200953 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 8534 members 
Entering Unmasked Estep 
Score: -1201153.000000 Penalty: 2978.226074
	Iteration 12Q: 3 clusters Score -1201153 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 8693 members 
Entering Unmasked Estep 
Score: -1201303.750000 Penalty: 2978.226074
	Iteration 13Q: 3 clusters Score -1201304 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 8801 members 
Entering Unmasked Estep 
Score: -1201422.375000 Penalty: 2978.226074
	Iteration 14Q: 3 clusters Score -1201422 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 8880 members 
Entering Unmasked Estep 
Score: -1201515.000000 Penalty: 2978.226074
	Iteration 15Q: 3 clusters Score -1201515 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 8935 members 
Entering Unmasked Estep 
Score: -1201574.000000 Penalty: 2978.226074
	Iteration 16Q: 3 clusters Score -1201574 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 8967 members 
Entering Unmasked Estep 
Score: -1201612.250000 Penalty: 2978.226074
	Iteration 17Q: 3 clusters Score -1201612 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 8999 members 
Entering Unmasked Estep 
Score: -1201646.250000 Penalty: 2978.226074
	Iteration 18Q: 3 clusters Score -1201646 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 9021 members 
Entering Unmasked Estep 
Score: -1201679.750000 Penalty: 2978.226074
	Iteration 19Q: 3 clusters Score -1201680 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 9037 members 
Entering Unmasked Estep 
Score: -1201703.000000 Penalty: 2978.226074
	Iteration 20F: 3 clusters Score -1201703 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 9048 members 
Entering Unmasked Estep 
Score: -1201715.375000 Penalty: 2978.226074
	Iteration 21Q: 3 clusters Score -1201715 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 9054 members 
Entering Unmasked Estep 
Score: -1201725.875000 Penalty: 2978.226074
	Iteration 22Q: 3 clusters Score -1201726 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 9058 members 
Entering Unmasked Estep 
Score: -1201732.375000 Penalty: 2978.226074
	Iteration 23Q: 3 clusters Score -1201732 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 9065 members 
Entering Unmasked Estep 
Score: -1201742.625000 Penalty: 2978.226074
	Iteration 24Q: 3 clusters Score -1201743 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 9079 members 
Entering Unmasked Estep 
Score: -1201759.000000 Penalty: 2978.226074
	Iteration 25Q: 3 clusters Score -1201759 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 9083 members 
Entering Unmasked Estep 
Score: -1201767.750000 Penalty: 2978.226074
	Iteration 26Q: 3 clusters Score -1201768 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 9091 members 
Entering Unmasked Estep 
Score: -1201774.250000 Penalty: 2978.226074
	Iteration 27Q: 3 clusters Score -1201774 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 9097 members 
Entering Unmasked Estep 
Score: -1201779.000000 Penalty: 2978.226074
	Iteration 28Q: 3 clusters Score -1201779 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 9103 members 
Entering Unmasked Estep 
Score: -1201783.625000 Penalty: 2978.226074
	Iteration 29Q: 3 clusters Score -1201784 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 9109 members 
Entering Unmasked Estep 
Score: -1201787.625000 Penalty: 2978.226074
	Iteration 30Q: 3 clusters Score -1201788 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 9112 members 
Entering Unmasked Estep 
Score: -1201788.750000 Penalty: 2978.226074
	Iteration 31Q: 3 clusters Score -1201789 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 9117 members 
Entering Unmasked Estep 
Score: -1201791.875000 Penalty: 2978.226074
	Iteration 32Q: 3 clusters Score -1201792 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 9124 members 
Entering Unmasked Estep 
Score: -1201795.750000 Penalty: 2978.226074
	Iteration 33Q: 3 clusters Score -1201796 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 9132 members 
Entering Unmasked Estep 
Score: -1201800.000000 Penalty: 2978.226074
	Iteration 34Q: 3 clusters Score -1201800 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 9138 members 
Entering Unmasked Estep 
Score: -1201804.250000 Penalty: 2978.226074
	Iteration 35Q: 3 clusters Score -1201804 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 9144 members 
Entering Unmasked Estep 
Score: -1201808.375000 Penalty: 2978.226074
	Iteration 36Q: 3 clusters Score -1201808 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 9147 members 
Entering Unmasked Estep 
Score: -1201811.875000 Penalty: 2978.226074
	Iteration 37Q: 3 clusters Score -1201812 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 9149 members 
Entering Unmasked Estep 
Score: -1201812.375000 Penalty: 2978.226074
	Iteration 38Q: 3 clusters Score -1201812 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 9150 members 
Entering Unmasked Estep 
Score: -1201812.250000 Penalty: 2978.226074
	Iteration 39Q: 3 clusters Score -1201812 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 9150 members 
Entering Unmasked Estep 
Score: -1201812.250000 Penalty: 2978.226074
	Iteration 40F: 3 clusters Score -1201812 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (20885 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20885 members 
Entering Unmasked Estep 
Score: -2446417.500000 Penalty: 1616.352905
	Iteration 0F: 2 clusters Score -2446418 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10462 members 
Mstep: Class 2 contains 10423 members 
Entering Unmasked Estep 
Score: -2432350.750000 Penalty: 3232.705811
	Iteration 0F: 3 clusters Score -2432351 nChanged 9378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10170 members 
Mstep: Class 2 contains 10715 members 
Entering Unmasked Estep 
Score: -2438016.750000 Penalty: 3232.705811
	Iteration 1F: 3 clusters Score -2438017 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9928 members 
Mstep: Class 2 contains 10957 members 
Entering Unmasked Estep 
Score: -2438640.250000 Penalty: 3232.705811
	Iteration 2F: 3 clusters Score -2438640 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9561 members 
Mstep: Class 2 contains 11324 members 
Entering Unmasked Estep 
Score: -2439221.500000 Penalty: 3232.705811
	Iteration 3F: 3 clusters Score -2439222 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9159 members 
Mstep: Class 2 contains 11726 members 
Entering Unmasked Estep 
Score: -2439735.250000 Penalty: 3232.705811
	Iteration 4F: 3 clusters Score -2439735 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8727 members 
Mstep: Class 2 contains 12158 members 
Entering Unmasked Estep 
Score: -2440185.250000 Penalty: 3232.705811
	Iteration 5Q: 3 clusters Score -2440185 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8223 members 
Mstep: Class 2 contains 12662 members 
Entering Unmasked Estep 
Score: -2440648.000000 Penalty: 3232.705811
	Iteration 6Q: 3 clusters Score -2440648 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7644 members 
Mstep: Class 2 contains 13241 members 
Entering Unmasked Estep 
Score: -2441132.750000 Penalty: 3232.705811
	Iteration 7Q: 3 clusters Score -2441133 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7031 members 
Mstep: Class 2 contains 13854 members 
Entering Unmasked Estep 
Score: -2441588.000000 Penalty: 3232.705811
	Iteration 8Q: 3 clusters Score -2441588 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6384 members 
Mstep: Class 2 contains 14501 members 
Entering Unmasked Estep 
Score: -2442050.000000 Penalty: 3232.705811
	Iteration 9Q: 3 clusters Score -2442050 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5657 members 
Mstep: Class 2 contains 15228 members 
Entering Unmasked Estep 
Score: -2442538.750000 Penalty: 3232.705811
	Iteration 10Q: 3 clusters Score -2442539 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4883 members 
Mstep: Class 2 contains 16002 members 
Entering Unmasked Estep 
Score: -2443011.500000 Penalty: 3232.705811
	Iteration 11Q: 3 clusters Score -2443012 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 16733 members 
Entering Unmasked Estep 
Score: -2443485.500000 Penalty: 3232.705811
	Iteration 12Q: 3 clusters Score -2443486 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 17469 members 
Entering Unmasked Estep 
Score: -2443957.750000 Penalty: 3232.705811
	Iteration 13Q: 3 clusters Score -2443958 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 18143 members 
Entering Unmasked Estep 
Score: -2444399.500000 Penalty: 3232.705811
	Iteration 14Q: 3 clusters Score -2444400 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 18715 members 
Entering Unmasked Estep 
Score: -2444781.250000 Penalty: 3232.705811
	Iteration 15Q: 3 clusters Score -2444781 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 19165 members 
Entering Unmasked Estep 
Score: -2445114.250000 Penalty: 3232.705811
	Iteration 16Q: 3 clusters Score -2445114 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 19512 members 
Entering Unmasked Estep 
Score: -2445362.250000 Penalty: 3232.705811
	Iteration 17Q: 3 clusters Score -2445362 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 19751 members 
Entering Unmasked Estep 
Score: -2445517.000000 Penalty: 3232.705811
	Iteration 18Q: 3 clusters Score -2445517 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 19896 members 
Entering Unmasked Estep 
Score: -2445621.000000 Penalty: 3232.705811
	Iteration 19Q: 3 clusters Score -2445621 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 19993 members 
Entering Unmasked Estep 
Score: -2445682.250000 Penalty: 3232.705811
	Iteration 20F: 3 clusters Score -2445682 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 20065 members 
Entering Unmasked Estep 
Score: -2445737.500000 Penalty: 3232.705811
	Iteration 21Q: 3 clusters Score -2445738 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 20114 members 
Entering Unmasked Estep 
Score: -2445760.500000 Penalty: 3232.705811
	Iteration 22Q: 3 clusters Score -2445760 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 20148 members 
Entering Unmasked Estep 
Score: -2445785.000000 Penalty: 3232.705811
	Iteration 23Q: 3 clusters Score -2445785 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 20182 members 
Entering Unmasked Estep 
Score: -2445800.250000 Penalty: 3232.705811
	Iteration 24Q: 3 clusters Score -2445800 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 20208 members 
Entering Unmasked Estep 
Score: -2445821.250000 Penalty: 3232.705811
	Iteration 25Q: 3 clusters Score -2445821 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 20226 members 
Entering Unmasked Estep 
Score: -2445834.500000 Penalty: 3232.705811
	Iteration 26Q: 3 clusters Score -2445834 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 20239 members 
Entering Unmasked Estep 
Score: -2445845.250000 Penalty: 3232.705811
	Iteration 27Q: 3 clusters Score -2445845 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 20256 members 
Entering Unmasked Estep 
Score: -2445861.250000 Penalty: 3232.705811
	Iteration 28Q: 3 clusters Score -2445861 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 20278 members 
Entering Unmasked Estep 
Score: -2445870.500000 Penalty: 3232.705811
	Iteration 29Q: 3 clusters Score -2445870 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 20295 members 
Entering Unmasked Estep 
Score: -2445885.250000 Penalty: 3232.705811
	Iteration 30Q: 3 clusters Score -2445885 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 20307 members 
Entering Unmasked Estep 
Score: -2445897.500000 Penalty: 3232.705811
	Iteration 31Q: 3 clusters Score -2445898 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 20311 members 
Entering Unmasked Estep 
Score: -2445903.250000 Penalty: 3232.705811
	Iteration 32Q: 3 clusters Score -2445903 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 20319 members 
Entering Unmasked Estep 
Score: -2445914.750000 Penalty: 3232.705811
	Iteration 33Q: 3 clusters Score -2445915 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 20330 members 
Entering Unmasked Estep 
Score: -2445922.750000 Penalty: 3232.705811
	Iteration 34Q: 3 clusters Score -2445923 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 20339 members 
Entering Unmasked Estep 
Score: -2445929.500000 Penalty: 3232.705811
	Iteration 35Q: 3 clusters Score -2445930 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 20348 members 
Entering Unmasked Estep 
Score: -2445936.500000 Penalty: 3232.705811
	Iteration 36Q: 3 clusters Score -2445936 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 20356 members 
Entering Unmasked Estep 
Score: -2445943.750000 Penalty: 3232.705811
	Iteration 37Q: 3 clusters Score -2445944 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 20356 members 
Entering Unmasked Estep 
Score: -2445949.750000 Penalty: 3232.705811
	Iteration 38Q: 3 clusters Score -2445950 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 20358 members 
Entering Unmasked Estep 
Score: -2445952.000000 Penalty: 3232.705811
	Iteration 39Q: 3 clusters Score -2445952 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 20361 members 
Entering Unmasked Estep 
Score: -2445954.500000 Penalty: 3232.705811
	Iteration 40F: 3 clusters Score -2445954 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 20362 members 
Entering Unmasked Estep 
Score: -2445958.250000 Penalty: 3232.705811
	Iteration 41Q: 3 clusters Score -2445958 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 20362 members 
Entering Unmasked Estep 
Score: -2445958.250000 Penalty: 3232.705811
	Iteration 42F: 3 clusters Score -2445958 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (34736 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34736 members 
Entering Unmasked Estep 
Score: -4385881.500000 Penalty: 1699.023926
	Iteration 0F: 2 clusters Score -4385882 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17500 members 
Mstep: Class 2 contains 17236 members 
Entering Unmasked Estep 
Score: -4362590.500000 Penalty: 3398.047852
	Iteration 0F: 3 clusters Score -4362590 nChanged 16157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18749 members 
Mstep: Class 2 contains 15987 members 
Entering Unmasked Estep 
Score: -4371909.500000 Penalty: 3398.047852
	Iteration 1F: 3 clusters Score -4371910 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19561 members 
Mstep: Class 2 contains 15175 members 
Entering Unmasked Estep 
Score: -4372572.000000 Penalty: 3398.047852
	Iteration 2Q: 3 clusters Score -4372572 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20665 members 
Mstep: Class 2 contains 14071 members 
Entering Unmasked Estep 
Score: -4373356.000000 Penalty: 3398.047852
	Iteration 3F: 3 clusters Score -4373356 nChanged 1954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22123 members 
Mstep: Class 2 contains 12613 members 
Entering Unmasked Estep 
Score: -4374413.000000 Penalty: 3398.047852
	Iteration 4F: 3 clusters Score -4374413 nChanged 2213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23916 members 
Mstep: Class 2 contains 10820 members 
Entering Unmasked Estep 
Score: -4375851.500000 Penalty: 3398.047852
	Iteration 5F: 3 clusters Score -4375852 nChanged 2299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25917 members 
Mstep: Class 2 contains 8819 members 
Entering Unmasked Estep 
Score: -4377549.500000 Penalty: 3398.047852
	Iteration 6F: 3 clusters Score -4377550 nChanged 2123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27874 members 
Mstep: Class 2 contains 6862 members 
Entering Unmasked Estep 
Score: -4379288.500000 Penalty: 3398.047852
	Iteration 7F: 3 clusters Score -4379288 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29544 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
Score: -4380794.500000 Penalty: 3398.047852
	Iteration 8F: 3 clusters Score -4380794 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30783 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -4381936.500000 Penalty: 3398.047852
	Iteration 9Q: 3 clusters Score -4381936 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31634 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -4382707.000000 Penalty: 3398.047852
	Iteration 10Q: 3 clusters Score -4382707 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32235 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -4383247.000000 Penalty: 3398.047852
	Iteration 11Q: 3 clusters Score -4383247 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32645 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -4383643.500000 Penalty: 3398.047852
	Iteration 12Q: 3 clusters Score -4383644 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32946 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -4383877.000000 Penalty: 3398.047852
	Iteration 13Q: 3 clusters Score -4383877 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33127 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -4384023.000000 Penalty: 3398.047852
	Iteration 14Q: 3 clusters Score -4384023 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33270 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -4384107.500000 Penalty: 3398.047852
	Iteration 15Q: 3 clusters Score -4384108 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33395 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -4384177.500000 Penalty: 3398.047852
	Iteration 16Q: 3 clusters Score -4384178 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33479 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -4384217.500000 Penalty: 3398.047852
	Iteration 17Q: 3 clusters Score -4384218 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33543 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -4384254.000000 Penalty: 3398.047852
	Iteration 18Q: 3 clusters Score -4384254 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33594 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -4384278.500000 Penalty: 3398.047852
	Iteration 19Q: 3 clusters Score -4384278 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33644 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -4384298.000000 Penalty: 3398.047852
	Iteration 20F: 3 clusters Score -4384298 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33682 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -4384310.000000 Penalty: 3398.047852
	Iteration 21Q: 3 clusters Score -4384310 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33708 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -4384317.500000 Penalty: 3398.047852
	Iteration 22Q: 3 clusters Score -4384318 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33727 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -4384322.500000 Penalty: 3398.047852
	Iteration 23Q: 3 clusters Score -4384322 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33742 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -4384323.000000 Penalty: 3398.047852
	Iteration 24Q: 3 clusters Score -4384323 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33756 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -4384334.500000 Penalty: 3398.047852
	Iteration 25Q: 3 clusters Score -4384334 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33770 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -4384342.000000 Penalty: 3398.047852
	Iteration 26Q: 3 clusters Score -4384342 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33792 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -4384360.500000 Penalty: 3398.047852
	Iteration 27Q: 3 clusters Score -4384360 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33811 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -4384364.500000 Penalty: 3398.047852
	Iteration 28Q: 3 clusters Score -4384364 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33826 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -4384366.500000 Penalty: 3398.047852
	Iteration 29Q: 3 clusters Score -4384366 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33830 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -4384369.000000 Penalty: 3398.047852
	Iteration 30Q: 3 clusters Score -4384369 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33834 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -4384368.000000 Penalty: 3398.047852
	Iteration 31Q: 3 clusters Score -4384368 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33841 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -4384364.500000 Penalty: 3398.047852
	Iteration 32Q: 3 clusters Score -4384364 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33844 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -4384365.500000 Penalty: 3398.047852
	Iteration 33Q: 3 clusters Score -4384366 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33846 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -4384371.500000 Penalty: 3398.047852
	Iteration 34Q: 3 clusters Score -4384372 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33846 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -4384371.500000 Penalty: 3398.047852
	Iteration 35F: 3 clusters Score -4384372 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (5697 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5697 members 
Entering Unmasked Estep 
Score: -748900.125000 Penalty: 1405.250366
	Iteration 0F: 2 clusters Score -748900.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -744472.687500 Penalty: 2810.500732
	Iteration 0F: 3 clusters Score -744472.7 nChanged 2342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -745729.750000 Penalty: 2810.500732
	Iteration 1F: 3 clusters Score -745729.8 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -745888.312500 Penalty: 2810.500732
	Iteration 2F: 3 clusters Score -745888.3 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -746010.875000 Penalty: 2810.500732
	Iteration 3Q: 3 clusters Score -746010.9 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -746096.750000 Penalty: 2810.500732
	Iteration 4Q: 3 clusters Score -746096.8 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -746185.000000 Penalty: 2810.500732
	Iteration 5Q: 3 clusters Score -746185 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -746278.000000 Penalty: 2810.500732
	Iteration 6Q: 3 clusters Score -746278 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -746390.562500 Penalty: 2810.500732
	Iteration 7Q: 3 clusters Score -746390.6 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -746503.312500 Penalty: 2810.500732
	Iteration 8Q: 3 clusters Score -746503.3 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -746623.750000 Penalty: 2810.500732
	Iteration 9Q: 3 clusters Score -746623.8 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -746774.375000 Penalty: 2810.500732
	Iteration 10Q: 3 clusters Score -746774.4 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -746939.062500 Penalty: 2810.500732
	Iteration 11Q: 3 clusters Score -746939.1 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -747097.687500 Penalty: 2810.500732
	Iteration 12Q: 3 clusters Score -747097.7 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -747226.750000 Penalty: 2810.500732
	Iteration 13Q: 3 clusters Score -747226.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
Score: -747336.687500 Penalty: 2810.500732
	Iteration 14Q: 3 clusters Score -747336.7 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -747430.500000 Penalty: 2810.500732
	Iteration 15Q: 3 clusters Score -747430.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 5297 members 
Entering Unmasked Estep 
Score: -747494.937500 Penalty: 2810.500732
	Iteration 16Q: 3 clusters Score -747494.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 5341 members 
Entering Unmasked Estep 
Score: -747537.250000 Penalty: 2810.500732
	Iteration 17Q: 3 clusters Score -747537.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 5366 members 
Entering Unmasked Estep 
Score: -747567.562500 Penalty: 2810.500732
	Iteration 18Q: 3 clusters Score -747567.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 5388 members 
Entering Unmasked Estep 
Score: -747596.812500 Penalty: 2810.500732
	Iteration 19Q: 3 clusters Score -747596.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 5401 members 
Entering Unmasked Estep 
Score: -747611.937500 Penalty: 2810.500732
	Iteration 20F: 3 clusters Score -747611.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 5413 members 
Entering Unmasked Estep 
Score: -747624.750000 Penalty: 2810.500732
	Iteration 21Q: 3 clusters Score -747624.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 5421 members 
Entering Unmasked Estep 
Score: -747638.125000 Penalty: 2810.500732
	Iteration 22Q: 3 clusters Score -747638.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 5425 members 
Entering Unmasked Estep 
Score: -747646.625000 Penalty: 2810.500732
	Iteration 23Q: 3 clusters Score -747646.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
Score: -747653.000000 Penalty: 2810.500732
	Iteration 24Q: 3 clusters Score -747653 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
Score: -747656.437500 Penalty: 2810.500732
	Iteration 25Q: 3 clusters Score -747656.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 5439 members 
Entering Unmasked Estep 
Score: -747666.375000 Penalty: 2810.500732
	Iteration 26Q: 3 clusters Score -747666.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 5446 members 
Entering Unmasked Estep 
Score: -747673.687500 Penalty: 2810.500732
	Iteration 27Q: 3 clusters Score -747673.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 5451 members 
Entering Unmasked Estep 
Score: -747681.187500 Penalty: 2810.500732
	Iteration 28Q: 3 clusters Score -747681.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 5456 members 
Entering Unmasked Estep 
Score: -747683.812500 Penalty: 2810.500732
	Iteration 29Q: 3 clusters Score -747683.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 5458 members 
Entering Unmasked Estep 
Score: -747687.812500 Penalty: 2810.500732
	Iteration 30Q: 3 clusters Score -747687.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 5460 members 
Entering Unmasked Estep 
Score: -747691.875000 Penalty: 2810.500732
	Iteration 31Q: 3 clusters Score -747691.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -747693.000000 Penalty: 2810.500732
	Iteration 32Q: 3 clusters Score -747693 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -747693.000000 Penalty: 2810.500732
	Iteration 33F: 3 clusters Score -747693 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (11896 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11896 members 
Entering Unmasked Estep 
Score: -1346990.875000 Penalty: 1524.893188
	Iteration 0F: 2 clusters Score -1346991 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5874 members 
Mstep: Class 2 contains 6022 members 
Entering Unmasked Estep 
Score: -1338559.750000 Penalty: 3049.786377
	Iteration 0F: 3 clusters Score -1338560 nChanged 5280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5394 members 
Mstep: Class 2 contains 6502 members 
Entering Unmasked Estep 
Score: -1341986.125000 Penalty: 3049.786377
	Iteration 1F: 3 clusters Score -1341986 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 6872 members 
Entering Unmasked Estep 
Score: -1342818.250000 Penalty: 3049.786377
	Iteration 2F: 3 clusters Score -1342818 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 7259 members 
Entering Unmasked Estep 
Score: -1343498.500000 Penalty: 3049.786377
	Iteration 3F: 3 clusters Score -1343498 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 7673 members 
Entering Unmasked Estep 
Score: -1344083.125000 Penalty: 3049.786377
	Iteration 4F: 3 clusters Score -1344083 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 8036 members 
Entering Unmasked Estep 
Score: -1344535.000000 Penalty: 3049.786377
	Iteration 5F: 3 clusters Score -1344535 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 8344 members 
Entering Unmasked Estep 
Score: -1344878.625000 Penalty: 3049.786377
	Iteration 6Q: 3 clusters Score -1344879 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 8573 members 
Entering Unmasked Estep 
Score: -1345086.875000 Penalty: 3049.786377
	Iteration 7Q: 3 clusters Score -1345087 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 8774 members 
Entering Unmasked Estep 
Score: -1345207.000000 Penalty: 3049.786377
	Iteration 8Q: 3 clusters Score -1345207 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 8956 members 
Entering Unmasked Estep 
Score: -1345306.375000 Penalty: 3049.786377
	Iteration 9Q: 3 clusters Score -1345306 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 9103 members 
Entering Unmasked Estep 
Score: -1345377.500000 Penalty: 3049.786377
	Iteration 10Q: 3 clusters Score -1345378 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 9240 members 
Entering Unmasked Estep 
Score: -1345432.750000 Penalty: 3049.786377
	Iteration 11Q: 3 clusters Score -1345433 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 9359 members 
Entering Unmasked Estep 
Score: -1345476.375000 Penalty: 3049.786377
	Iteration 12Q: 3 clusters Score -1345476 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 9466 members 
Entering Unmasked Estep 
Score: -1345519.250000 Penalty: 3049.786377
	Iteration 13Q: 3 clusters Score -1345519 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 9577 members 
Entering Unmasked Estep 
Score: -1345551.250000 Penalty: 3049.786377
	Iteration 14Q: 3 clusters Score -1345551 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 9681 members 
Entering Unmasked Estep 
Score: -1345587.875000 Penalty: 3049.786377
	Iteration 15Q: 3 clusters Score -1345588 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 9774 members 
Entering Unmasked Estep 
Score: -1345620.875000 Penalty: 3049.786377
	Iteration 16Q: 3 clusters Score -1345621 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 9861 members 
Entering Unmasked Estep 
Score: -1345650.500000 Penalty: 3049.786377
	Iteration 17Q: 3 clusters Score -1345650 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 9949 members 
Entering Unmasked Estep 
Score: -1345684.125000 Penalty: 3049.786377
	Iteration 18Q: 3 clusters Score -1345684 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 10030 members 
Entering Unmasked Estep 
Score: -1345715.125000 Penalty: 3049.786377
	Iteration 19Q: 3 clusters Score -1345715 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 10111 members 
Entering Unmasked Estep 
Score: -1345749.125000 Penalty: 3049.786377
	Iteration 20F: 3 clusters Score -1345749 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 10210 members 
Entering Unmasked Estep 
Score: -1345787.250000 Penalty: 3049.786377
	Iteration 21Q: 3 clusters Score -1345787 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 10285 members 
Entering Unmasked Estep 
Score: -1345816.250000 Penalty: 3049.786377
	Iteration 22Q: 3 clusters Score -1345816 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 10353 members 
Entering Unmasked Estep 
Score: -1345846.625000 Penalty: 3049.786377
	Iteration 23Q: 3 clusters Score -1345847 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 10431 members 
Entering Unmasked Estep 
Score: -1345882.875000 Penalty: 3049.786377
	Iteration 24Q: 3 clusters Score -1345883 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 10498 members 
Entering Unmasked Estep 
Score: -1345915.875000 Penalty: 3049.786377
	Iteration 25Q: 3 clusters Score -1345916 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 10556 members 
Entering Unmasked Estep 
Score: -1345951.750000 Penalty: 3049.786377
	Iteration 26Q: 3 clusters Score -1345952 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 10614 members 
Entering Unmasked Estep 
Score: -1345986.250000 Penalty: 3049.786377
	Iteration 27Q: 3 clusters Score -1345986 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 10663 members 
Entering Unmasked Estep 
Score: -1346014.500000 Penalty: 3049.786377
	Iteration 28Q: 3 clusters Score -1346014 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 10698 members 
Entering Unmasked Estep 
Score: -1346036.625000 Penalty: 3049.786377
	Iteration 29Q: 3 clusters Score -1346037 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 10730 members 
Entering Unmasked Estep 
Score: -1346054.000000 Penalty: 3049.786377
	Iteration 30Q: 3 clusters Score -1346054 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 10756 members 
Entering Unmasked Estep 
Score: -1346074.500000 Penalty: 3049.786377
	Iteration 31Q: 3 clusters Score -1346074 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 10798 members 
Entering Unmasked Estep 
Score: -1346104.375000 Penalty: 3049.786377
	Iteration 32Q: 3 clusters Score -1346104 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 10821 members 
Entering Unmasked Estep 
Score: -1346125.625000 Penalty: 3049.786377
	Iteration 33Q: 3 clusters Score -1346126 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 10841 members 
Entering Unmasked Estep 
Score: -1346143.500000 Penalty: 3049.786377
	Iteration 34Q: 3 clusters Score -1346144 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 10866 members 
Entering Unmasked Estep 
Score: -1346158.000000 Penalty: 3049.786377
	Iteration 35Q: 3 clusters Score -1346158 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 10893 members 
Entering Unmasked Estep 
Score: -1346173.750000 Penalty: 3049.786377
	Iteration 36Q: 3 clusters Score -1346174 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 10916 members 
Entering Unmasked Estep 
Score: -1346188.000000 Penalty: 3049.786377
	Iteration 37Q: 3 clusters Score -1346188 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 10938 members 
Entering Unmasked Estep 
Score: -1346197.375000 Penalty: 3049.786377
	Iteration 38Q: 3 clusters Score -1346197 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 10951 members 
Entering Unmasked Estep 
Score: -1346204.250000 Penalty: 3049.786377
	Iteration 39Q: 3 clusters Score -1346204 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 10964 members 
Entering Unmasked Estep 
Score: -1346210.250000 Penalty: 3049.786377
	Iteration 40F: 3 clusters Score -1346210 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 10976 members 
Entering Unmasked Estep 
Score: -1346219.000000 Penalty: 3049.786377
	Iteration 41Q: 3 clusters Score -1346219 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 10989 members 
Entering Unmasked Estep 
Score: -1346228.500000 Penalty: 3049.786377
	Iteration 42Q: 3 clusters Score -1346228 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 11004 members 
Entering Unmasked Estep 
Score: -1346235.125000 Penalty: 3049.786377
	Iteration 43Q: 3 clusters Score -1346235 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 11014 members 
Entering Unmasked Estep 
Score: -1346239.625000 Penalty: 3049.786377
	Iteration 44Q: 3 clusters Score -1346240 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 11013 members 
Entering Unmasked Estep 
Score: -1346244.125000 Penalty: 3049.786377
	Iteration 45Q: 3 clusters Score -1346244 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 11020 members 
Entering Unmasked Estep 
Score: -1346251.000000 Penalty: 3049.786377
	Iteration 46Q: 3 clusters Score -1346251 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 11038 members 
Entering Unmasked Estep 
Score: -1346258.625000 Penalty: 3049.786377
	Iteration 47Q: 3 clusters Score -1346259 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 11060 members 
Entering Unmasked Estep 
Score: -1346271.375000 Penalty: 3049.786377
	Iteration 48Q: 3 clusters Score -1346271 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 11070 members 
Entering Unmasked Estep 
Score: -1346279.750000 Penalty: 3049.786377
	Iteration 49Q: 3 clusters Score -1346280 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 11087 members 
Entering Unmasked Estep 
Score: -1346283.000000 Penalty: 3049.786377
	Iteration 50Q: 3 clusters Score -1346283 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 11092 members 
Entering Unmasked Estep 
Score: -1346294.000000 Penalty: 3049.786377
	Iteration 51Q: 3 clusters Score -1346294 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 11096 members 
Entering Unmasked Estep 
Score: -1346295.125000 Penalty: 3049.786377
	Iteration 52Q: 3 clusters Score -1346295 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 11097 members 
Entering Unmasked Estep 
Score: -1346302.000000 Penalty: 3049.786377
	Iteration 53Q: 3 clusters Score -1346302 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 11096 members 
Entering Unmasked Estep 
Score: -1346303.750000 Penalty: 3049.786377
	Iteration 54Q: 3 clusters Score -1346304 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 11098 members 
Entering Unmasked Estep 
Score: -1346305.875000 Penalty: 3049.786377
	Iteration 55Q: 3 clusters Score -1346306 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 11098 members 
Entering Unmasked Estep 
Score: -1346306.000000 Penalty: 3049.786377
	Iteration 56Q: 3 clusters Score -1346306 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 11097 members 
Entering Unmasked Estep 
Score: -1346304.375000 Penalty: 3049.786377
	Iteration 57Q: 3 clusters Score -1346304 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 11097 members 
Entering Unmasked Estep 
Score: -1346304.375000 Penalty: 3049.786377
	Iteration 58F: 3 clusters Score -1346304 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (2984 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Entering Unmasked Estep 
Score: -359013.406250 Penalty: 1300.165771
	Iteration 0F: 2 clusters Score -359013.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -356349.437500 Penalty: 2600.331543
	Iteration 0F: 3 clusters Score -356349.4 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -356964.906250 Penalty: 2600.331543
	Iteration 1F: 3 clusters Score -356964.9 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -357129.031250 Penalty: 2600.331543
	Iteration 2F: 3 clusters Score -357129 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -357269.937500 Penalty: 2600.331543
	Iteration 3F: 3 clusters Score -357269.9 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -357391.937500 Penalty: 2600.331543
	Iteration 4F: 3 clusters Score -357391.9 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -357491.406250 Penalty: 2600.331543
	Iteration 5Q: 3 clusters Score -357491.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -357579.593750 Penalty: 2600.331543
	Iteration 6Q: 3 clusters Score -357579.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -357675.062500 Penalty: 2600.331543
	Iteration 7Q: 3 clusters Score -357675.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -357782.562500 Penalty: 2600.331543
	Iteration 8Q: 3 clusters Score -357782.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -357856.343750 Penalty: 2600.331543
	Iteration 9Q: 3 clusters Score -357856.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -357928.312500 Penalty: 2600.331543
	Iteration 10Q: 3 clusters Score -357928.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -357998.593750 Penalty: 2600.331543
	Iteration 11Q: 3 clusters Score -357998.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -358074.500000 Penalty: 2600.331543
	Iteration 12Q: 3 clusters Score -358074.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -358165.968750 Penalty: 2600.331543
	Iteration 13Q: 3 clusters Score -358166 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -358240.562500 Penalty: 2600.331543
	Iteration 14Q: 3 clusters Score -358240.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -358291.531250 Penalty: 2600.331543
	Iteration 15Q: 3 clusters Score -358291.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -358331.406250 Penalty: 2600.331543
	Iteration 16Q: 3 clusters Score -358331.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -358367.406250 Penalty: 2600.331543
	Iteration 17Q: 3 clusters Score -358367.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -358408.093750 Penalty: 2600.331543
	Iteration 18Q: 3 clusters Score -358408.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -358452.250000 Penalty: 2600.331543
	Iteration 19Q: 3 clusters Score -358452.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -358504.562500 Penalty: 2600.331543
	Iteration 20F: 3 clusters Score -358504.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -358560.937500 Penalty: 2600.331543
	Iteration 21Q: 3 clusters Score -358560.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -358601.968750 Penalty: 2600.331543
	Iteration 22Q: 3 clusters Score -358602 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -358622.031250 Penalty: 2600.331543
	Iteration 23Q: 3 clusters Score -358622 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -358629.843750 Penalty: 2600.331543
	Iteration 24Q: 3 clusters Score -358629.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -358636.000000 Penalty: 2600.331543
	Iteration 25Q: 3 clusters Score -358636 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -358641.000000 Penalty: 2600.331543
	Iteration 26Q: 3 clusters Score -358641 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -358645.562500 Penalty: 2600.331543
	Iteration 27Q: 3 clusters Score -358645.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -358645.718750 Penalty: 2600.331543
	Iteration 28Q: 3 clusters Score -358645.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -358645.718750 Penalty: 2600.331543
	Iteration 29F: 3 clusters Score -358645.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (21860 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21860 members 
Entering Unmasked Estep 
Score: -2776271.000000 Penalty: 1623.767212
	Iteration 0F: 2 clusters Score -2776271 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10907 members 
Mstep: Class 2 contains 10953 members 
Entering Unmasked Estep 
Score: -2761452.750000 Penalty: 3247.534424
	Iteration 0F: 3 clusters Score -2761453 nChanged 9801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10898 members 
Mstep: Class 2 contains 10962 members 
Entering Unmasked Estep 
Score: -2766778.500000 Penalty: 3247.534424
	Iteration 1F: 3 clusters Score -2766778 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10815 members 
Mstep: Class 2 contains 11045 members 
Entering Unmasked Estep 
Score: -2767082.750000 Penalty: 3247.534424
	Iteration 2Q: 3 clusters Score -2767083 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10667 members 
Mstep: Class 2 contains 11193 members 
Entering Unmasked Estep 
Score: -2767342.500000 Penalty: 3247.534424
	Iteration 3Q: 3 clusters Score -2767342 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10438 members 
Mstep: Class 2 contains 11422 members 
Entering Unmasked Estep 
Score: -2767587.250000 Penalty: 3247.534424
	Iteration 4Q: 3 clusters Score -2767587 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10160 members 
Mstep: Class 2 contains 11700 members 
Entering Unmasked Estep 
Score: -2767849.750000 Penalty: 3247.534424
	Iteration 5Q: 3 clusters Score -2767850 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9790 members 
Mstep: Class 2 contains 12070 members 
Entering Unmasked Estep 
Score: -2768133.000000 Penalty: 3247.534424
	Iteration 6Q: 3 clusters Score -2768133 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9350 members 
Mstep: Class 2 contains 12510 members 
Entering Unmasked Estep 
Score: -2768476.500000 Penalty: 3247.534424
	Iteration 7Q: 3 clusters Score -2768476 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8774 members 
Mstep: Class 2 contains 13086 members 
Entering Unmasked Estep 
Score: -2768909.250000 Penalty: 3247.534424
	Iteration 8Q: 3 clusters Score -2768909 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8141 members 
Mstep: Class 2 contains 13719 members 
Entering Unmasked Estep 
Score: -2769494.500000 Penalty: 3247.534424
	Iteration 9Q: 3 clusters Score -2769494 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7439 members 
Mstep: Class 2 contains 14421 members 
Entering Unmasked Estep 
Score: -2770186.250000 Penalty: 3247.534424
	Iteration 10Q: 3 clusters Score -2770186 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6746 members 
Mstep: Class 2 contains 15114 members 
Entering Unmasked Estep 
Score: -2770982.250000 Penalty: 3247.534424
	Iteration 11Q: 3 clusters Score -2770982 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6159 members 
Mstep: Class 2 contains 15701 members 
Entering Unmasked Estep 
Score: -2771643.500000 Penalty: 3247.534424
	Iteration 12Q: 3 clusters Score -2771644 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 16122 members 
Entering Unmasked Estep 
Score: -2772083.500000 Penalty: 3247.534424
	Iteration 13Q: 3 clusters Score -2772084 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5337 members 
Mstep: Class 2 contains 16523 members 
Entering Unmasked Estep 
Score: -2772386.750000 Penalty: 3247.534424
	Iteration 14Q: 3 clusters Score -2772387 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 16883 members 
Entering Unmasked Estep 
Score: -2772588.750000 Penalty: 3247.534424
	Iteration 15Q: 3 clusters Score -2772589 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 17233 members 
Entering Unmasked Estep 
Score: -2772752.500000 Penalty: 3247.534424
	Iteration 16Q: 3 clusters Score -2772752 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 17577 members 
Entering Unmasked Estep 
Score: -2772910.000000 Penalty: 3247.534424
	Iteration 17Q: 3 clusters Score -2772910 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 17875 members 
Entering Unmasked Estep 
Score: -2773041.750000 Penalty: 3247.534424
	Iteration 18Q: 3 clusters Score -2773042 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 18133 members 
Entering Unmasked Estep 
Score: -2773134.000000 Penalty: 3247.534424
	Iteration 19Q: 3 clusters Score -2773134 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 18403 members 
Entering Unmasked Estep 
Score: -2773258.000000 Penalty: 3247.534424
	Iteration 20F: 3 clusters Score -2773258 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 18671 members 
Entering Unmasked Estep 
Score: -2773365.750000 Penalty: 3247.534424
	Iteration 21Q: 3 clusters Score -2773366 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 18928 members 
Entering Unmasked Estep 
Score: -2773482.500000 Penalty: 3247.534424
	Iteration 22Q: 3 clusters Score -2773482 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 19195 members 
Entering Unmasked Estep 
Score: -2773633.750000 Penalty: 3247.534424
	Iteration 23Q: 3 clusters Score -2773634 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 19454 members 
Entering Unmasked Estep 
Score: -2773757.500000 Penalty: 3247.534424
	Iteration 24Q: 3 clusters Score -2773758 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 19703 members 
Entering Unmasked Estep 
Score: -2773884.250000 Penalty: 3247.534424
	Iteration 25Q: 3 clusters Score -2773884 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 19951 members 
Entering Unmasked Estep 
Score: -2774016.000000 Penalty: 3247.534424
	Iteration 26Q: 3 clusters Score -2774016 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 20166 members 
Entering Unmasked Estep 
Score: -2774133.750000 Penalty: 3247.534424
	Iteration 27Q: 3 clusters Score -2774134 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 20371 members 
Entering Unmasked Estep 
Score: -2774255.000000 Penalty: 3247.534424
	Iteration 28Q: 3 clusters Score -2774255 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 20547 members 
Entering Unmasked Estep 
Score: -2774377.000000 Penalty: 3247.534424
	Iteration 29Q: 3 clusters Score -2774377 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 20700 members 
Entering Unmasked Estep 
Score: -2774490.000000 Penalty: 3247.534424
	Iteration 30Q: 3 clusters Score -2774490 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 20824 members 
Entering Unmasked Estep 
Score: -2774589.500000 Penalty: 3247.534424
	Iteration 31Q: 3 clusters Score -2774590 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 20926 members 
Entering Unmasked Estep 
Score: -2774658.500000 Penalty: 3247.534424
	Iteration 32Q: 3 clusters Score -2774658 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 21011 members 
Entering Unmasked Estep 
Score: -2774710.750000 Penalty: 3247.534424
	Iteration 33Q: 3 clusters Score -2774711 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 21073 members 
Entering Unmasked Estep 
Score: -2774730.000000 Penalty: 3247.534424
	Iteration 34Q: 3 clusters Score -2774730 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 21122 members 
Entering Unmasked Estep 
Score: -2774767.250000 Penalty: 3247.534424
	Iteration 35Q: 3 clusters Score -2774767 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 21162 members 
Entering Unmasked Estep 
Score: -2774790.750000 Penalty: 3247.534424
	Iteration 36Q: 3 clusters Score -2774791 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 21193 members 
Entering Unmasked Estep 
Score: -2774812.750000 Penalty: 3247.534424
	Iteration 37Q: 3 clusters Score -2774813 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 21219 members 
Entering Unmasked Estep 
Score: -2774833.000000 Penalty: 3247.534424
	Iteration 38Q: 3 clusters Score -2774833 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 21241 members 
Entering Unmasked Estep 
Score: -2774851.750000 Penalty: 3247.534424
	Iteration 39Q: 3 clusters Score -2774852 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 21257 members 
Entering Unmasked Estep 
Score: -2774865.250000 Penalty: 3247.534424
	Iteration 40F: 3 clusters Score -2774865 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 21278 members 
Entering Unmasked Estep 
Score: -2774888.250000 Penalty: 3247.534424
	Iteration 41Q: 3 clusters Score -2774888 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 21298 members 
Entering Unmasked Estep 
Score: -2774902.000000 Penalty: 3247.534424
	Iteration 42Q: 3 clusters Score -2774902 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 21308 members 
Entering Unmasked Estep 
Score: -2774905.250000 Penalty: 3247.534424
	Iteration 43Q: 3 clusters Score -2774905 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 21321 members 
Entering Unmasked Estep 
Score: -2774920.750000 Penalty: 3247.534424
	Iteration 44Q: 3 clusters Score -2774921 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 21332 members 
Entering Unmasked Estep 
Score: -2774929.500000 Penalty: 3247.534424
	Iteration 45Q: 3 clusters Score -2774930 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 21339 members 
Entering Unmasked Estep 
Score: -2774936.250000 Penalty: 3247.534424
	Iteration 46Q: 3 clusters Score -2774936 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 21349 members 
Entering Unmasked Estep 
Score: -2774943.500000 Penalty: 3247.534424
	Iteration 47Q: 3 clusters Score -2774944 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 21357 members 
Entering Unmasked Estep 
Score: -2774947.250000 Penalty: 3247.534424
	Iteration 48Q: 3 clusters Score -2774947 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 21365 members 
Entering Unmasked Estep 
Score: -2774950.500000 Penalty: 3247.534424
	Iteration 49Q: 3 clusters Score -2774950 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 21372 members 
Entering Unmasked Estep 
Score: -2774959.750000 Penalty: 3247.534424
	Iteration 50Q: 3 clusters Score -2774960 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 21384 members 
Entering Unmasked Estep 
Score: -2774966.250000 Penalty: 3247.534424
	Iteration 51Q: 3 clusters Score -2774966 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 21390 members 
Entering Unmasked Estep 
Score: -2774971.250000 Penalty: 3247.534424
	Iteration 52Q: 3 clusters Score -2774971 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 21395 members 
Entering Unmasked Estep 
Score: -2774977.250000 Penalty: 3247.534424
	Iteration 53Q: 3 clusters Score -2774977 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 21397 members 
Entering Unmasked Estep 
Score: -2774982.000000 Penalty: 3247.534424
	Iteration 54Q: 3 clusters Score -2774982 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 21399 members 
Entering Unmasked Estep 
Score: -2774979.500000 Penalty: 3247.534424
	Iteration 55Q: 3 clusters Score -2774980 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 21402 members 
Entering Unmasked Estep 
Score: -2774979.500000 Penalty: 3247.534424
	Iteration 56Q: 3 clusters Score -2774980 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 21403 members 
Entering Unmasked Estep 
Score: -2774979.000000 Penalty: 3247.534424
	Iteration 57Q: 3 clusters Score -2774979 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 21403 members 
Entering Unmasked Estep 
Score: -2774979.000000 Penalty: 3247.534424
	Iteration 58F: 3 clusters Score -2774979 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (39334 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39334 members 
Entering Unmasked Estep 
Score: -4976464.000000 Penalty: 1719.224731
	Iteration 0F: 2 clusters Score -4976464 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19657 members 
Mstep: Class 2 contains 19677 members 
Entering Unmasked Estep 
Score: -4950149.500000 Penalty: 3438.449463
	Iteration 0F: 3 clusters Score -4950150 nChanged 18226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19831 members 
Mstep: Class 2 contains 19503 members 
Entering Unmasked Estep 
Score: -4960249.500000 Penalty: 3438.449463
	Iteration 1F: 3 clusters Score -4960250 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19880 members 
Mstep: Class 2 contains 19454 members 
Entering Unmasked Estep 
Score: -4960734.000000 Penalty: 3438.449463
	Iteration 2Q: 3 clusters Score -4960734 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19899 members 
Mstep: Class 2 contains 19435 members 
Entering Unmasked Estep 
Score: -4961291.000000 Penalty: 3438.449463
	Iteration 3Q: 3 clusters Score -4961291 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19933 members 
Mstep: Class 2 contains 19401 members 
Entering Unmasked Estep 
Score: -4961989.000000 Penalty: 3438.449463
	Iteration 4Q: 3 clusters Score -4961989 nChanged 1842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19969 members 
Mstep: Class 2 contains 19365 members 
Entering Unmasked Estep 
Score: -4962823.500000 Penalty: 3438.449463
	Iteration 5Q: 3 clusters Score -4962824 nChanged 1946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20003 members 
Mstep: Class 2 contains 19331 members 
Entering Unmasked Estep 
Score: -4963739.000000 Penalty: 3438.449463
	Iteration 6Q: 3 clusters Score -4963739 nChanged 2063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20020 members 
Mstep: Class 2 contains 19314 members 
Entering Unmasked Estep 
Score: -4964848.500000 Penalty: 3438.449463
	Iteration 7F: 3 clusters Score -4964848 nChanged 2082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20058 members 
Mstep: Class 2 contains 19276 members 
Entering Unmasked Estep 
Score: -4966065.000000 Penalty: 3438.449463
	Iteration 8F: 3 clusters Score -4966065 nChanged 2017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20087 members 
Mstep: Class 2 contains 19247 members 
Entering Unmasked Estep 
Score: -4967297.000000 Penalty: 3438.449463
	Iteration 9F: 3 clusters Score -4967297 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20084 members 
Mstep: Class 2 contains 19250 members 
Entering Unmasked Estep 
Score: -4968170.000000 Penalty: 3438.449463
	Iteration 10Q: 3 clusters Score -4968170 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20047 members 
Mstep: Class 2 contains 19287 members 
Entering Unmasked Estep 
Score: -4968621.500000 Penalty: 3438.449463
	Iteration 11Q: 3 clusters Score -4968622 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20023 members 
Mstep: Class 2 contains 19311 members 
Entering Unmasked Estep 
Score: -4968874.000000 Penalty: 3438.449463
	Iteration 12Q: 3 clusters Score -4968874 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19982 members 
Mstep: Class 2 contains 19352 members 
Entering Unmasked Estep 
Score: -4968956.000000 Penalty: 3438.449463
	Iteration 13Q: 3 clusters Score -4968956 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19925 members 
Mstep: Class 2 contains 19409 members 
Entering Unmasked Estep 
Score: -4969005.500000 Penalty: 3438.449463
	Iteration 14Q: 3 clusters Score -4969006 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19853 members 
Mstep: Class 2 contains 19481 members 
Entering Unmasked Estep 
Score: -4969024.500000 Penalty: 3438.449463
	Iteration 15Q: 3 clusters Score -4969024 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19747 members 
Mstep: Class 2 contains 19587 members 
Entering Unmasked Estep 
Score: -4969091.500000 Penalty: 3438.449463
	Iteration 16Q: 3 clusters Score -4969092 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19645 members 
Mstep: Class 2 contains 19689 members 
Entering Unmasked Estep 
Score: -4969146.000000 Penalty: 3438.449463
	Iteration 17Q: 3 clusters Score -4969146 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19517 members 
Mstep: Class 2 contains 19817 members 
Entering Unmasked Estep 
Score: -4969218.000000 Penalty: 3438.449463
	Iteration 18Q: 3 clusters Score -4969218 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19395 members 
Mstep: Class 2 contains 19939 members 
Entering Unmasked Estep 
Score: -4969275.500000 Penalty: 3438.449463
	Iteration 19Q: 3 clusters Score -4969276 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19258 members 
Mstep: Class 2 contains 20076 members 
Entering Unmasked Estep 
Score: -4969309.500000 Penalty: 3438.449463
	Iteration 20F: 3 clusters Score -4969310 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19130 members 
Mstep: Class 2 contains 20204 members 
Entering Unmasked Estep 
Score: -4969366.000000 Penalty: 3438.449463
	Iteration 21Q: 3 clusters Score -4969366 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18948 members 
Mstep: Class 2 contains 20386 members 
Entering Unmasked Estep 
Score: -4969441.500000 Penalty: 3438.449463
	Iteration 22Q: 3 clusters Score -4969442 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18761 members 
Mstep: Class 2 contains 20573 members 
Entering Unmasked Estep 
Score: -4969473.500000 Penalty: 3438.449463
	Iteration 23Q: 3 clusters Score -4969474 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18553 members 
Mstep: Class 2 contains 20781 members 
Entering Unmasked Estep 
Score: -4969516.500000 Penalty: 3438.449463
	Iteration 24Q: 3 clusters Score -4969516 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18316 members 
Mstep: Class 2 contains 21018 members 
Entering Unmasked Estep 
Score: -4969552.500000 Penalty: 3438.449463
	Iteration 25Q: 3 clusters Score -4969552 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18084 members 
Mstep: Class 2 contains 21250 members 
Entering Unmasked Estep 
Score: -4969596.000000 Penalty: 3438.449463
	Iteration 26Q: 3 clusters Score -4969596 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17831 members 
Mstep: Class 2 contains 21503 members 
Entering Unmasked Estep 
Score: -4969640.000000 Penalty: 3438.449463
	Iteration 27Q: 3 clusters Score -4969640 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17558 members 
Mstep: Class 2 contains 21776 members 
Entering Unmasked Estep 
Score: -4969699.500000 Penalty: 3438.449463
	Iteration 28Q: 3 clusters Score -4969700 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17289 members 
Mstep: Class 2 contains 22045 members 
Entering Unmasked Estep 
Score: -4969761.500000 Penalty: 3438.449463
	Iteration 29Q: 3 clusters Score -4969762 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16993 members 
Mstep: Class 2 contains 22341 members 
Entering Unmasked Estep 
Score: -4969825.000000 Penalty: 3438.449463
	Iteration 30Q: 3 clusters Score -4969825 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16672 members 
Mstep: Class 2 contains 22662 members 
Entering Unmasked Estep 
Score: -4969902.500000 Penalty: 3438.449463
	Iteration 31Q: 3 clusters Score -4969902 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16319 members 
Mstep: Class 2 contains 23015 members 
Entering Unmasked Estep 
Score: -4969980.000000 Penalty: 3438.449463
	Iteration 32Q: 3 clusters Score -4969980 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15964 members 
Mstep: Class 2 contains 23370 members 
Entering Unmasked Estep 
Score: -4970072.500000 Penalty: 3438.449463
	Iteration 33Q: 3 clusters Score -4970072 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15589 members 
Mstep: Class 2 contains 23745 members 
Entering Unmasked Estep 
Score: -4970121.500000 Penalty: 3438.449463
	Iteration 34Q: 3 clusters Score -4970122 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15225 members 
Mstep: Class 2 contains 24109 members 
Entering Unmasked Estep 
Score: -4970194.000000 Penalty: 3438.449463
	Iteration 35Q: 3 clusters Score -4970194 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14862 members 
Mstep: Class 2 contains 24472 members 
Entering Unmasked Estep 
Score: -4970264.000000 Penalty: 3438.449463
	Iteration 36Q: 3 clusters Score -4970264 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14465 members 
Mstep: Class 2 contains 24869 members 
Entering Unmasked Estep 
Score: -4970360.500000 Penalty: 3438.449463
	Iteration 37Q: 3 clusters Score -4970360 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14063 members 
Mstep: Class 2 contains 25271 members 
Entering Unmasked Estep 
Score: -4970456.500000 Penalty: 3438.449463
	Iteration 38Q: 3 clusters Score -4970456 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13641 members 
Mstep: Class 2 contains 25693 members 
Entering Unmasked Estep 
Score: -4970560.000000 Penalty: 3438.449463
	Iteration 39Q: 3 clusters Score -4970560 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13207 members 
Mstep: Class 2 contains 26127 members 
Entering Unmasked Estep 
Score: -4970655.000000 Penalty: 3438.449463
	Iteration 40F: 3 clusters Score -4970655 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12730 members 
Mstep: Class 2 contains 26604 members 
Entering Unmasked Estep 
Score: -4970789.500000 Penalty: 3438.449463
	Iteration 41Q: 3 clusters Score -4970790 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12223 members 
Mstep: Class 2 contains 27111 members 
Entering Unmasked Estep 
Score: -4970983.000000 Penalty: 3438.449463
	Iteration 42Q: 3 clusters Score -4970983 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11644 members 
Mstep: Class 2 contains 27690 members 
Entering Unmasked Estep 
Score: -4971169.000000 Penalty: 3438.449463
	Iteration 43Q: 3 clusters Score -4971169 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11020 members 
Mstep: Class 2 contains 28314 members 
Entering Unmasked Estep 
Score: -4971418.500000 Penalty: 3438.449463
	Iteration 44Q: 3 clusters Score -4971418 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10369 members 
Mstep: Class 2 contains 28965 members 
Entering Unmasked Estep 
Score: -4971735.500000 Penalty: 3438.449463
	Iteration 45Q: 3 clusters Score -4971736 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9704 members 
Mstep: Class 2 contains 29630 members 
Entering Unmasked Estep 
Score: -4972075.000000 Penalty: 3438.449463
	Iteration 46Q: 3 clusters Score -4972075 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9074 members 
Mstep: Class 2 contains 30260 members 
Entering Unmasked Estep 
Score: -4972361.500000 Penalty: 3438.449463
	Iteration 47Q: 3 clusters Score -4972362 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8430 members 
Mstep: Class 2 contains 30904 members 
Entering Unmasked Estep 
Score: -4972711.500000 Penalty: 3438.449463
	Iteration 48Q: 3 clusters Score -4972712 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7824 members 
Mstep: Class 2 contains 31510 members 
Entering Unmasked Estep 
Score: -4973029.500000 Penalty: 3438.449463
	Iteration 49Q: 3 clusters Score -4973030 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7242 members 
Mstep: Class 2 contains 32092 members 
Entering Unmasked Estep 
Score: -4973325.500000 Penalty: 3438.449463
	Iteration 50Q: 3 clusters Score -4973326 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6738 members 
Mstep: Class 2 contains 32596 members 
Entering Unmasked Estep 
Score: -4973567.500000 Penalty: 3438.449463
	Iteration 51Q: 3 clusters Score -4973568 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6282 members 
Mstep: Class 2 contains 33052 members 
Entering Unmasked Estep 
Score: -4973766.500000 Penalty: 3438.449463
	Iteration 52Q: 3 clusters Score -4973766 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5878 members 
Mstep: Class 2 contains 33456 members 
Entering Unmasked Estep 
Score: -4973909.000000 Penalty: 3438.449463
	Iteration 53Q: 3 clusters Score -4973909 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5546 members 
Mstep: Class 2 contains 33788 members 
Entering Unmasked Estep 
Score: -4974039.500000 Penalty: 3438.449463
	Iteration 54Q: 3 clusters Score -4974040 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5262 members 
Mstep: Class 2 contains 34072 members 
Entering Unmasked Estep 
Score: -4974119.500000 Penalty: 3438.449463
	Iteration 55Q: 3 clusters Score -4974120 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5022 members 
Mstep: Class 2 contains 34312 members 
Entering Unmasked Estep 
Score: -4974174.000000 Penalty: 3438.449463
	Iteration 56Q: 3 clusters Score -4974174 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 34512 members 
Entering Unmasked Estep 
Score: -4974228.000000 Penalty: 3438.449463
	Iteration 57Q: 3 clusters Score -4974228 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 34686 members 
Entering Unmasked Estep 
Score: -4974273.500000 Penalty: 3438.449463
	Iteration 58Q: 3 clusters Score -4974274 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 34855 members 
Entering Unmasked Estep 
Score: -4974311.500000 Penalty: 3438.449463
	Iteration 59Q: 3 clusters Score -4974312 nChanged 181
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 35034 members 
Entering Unmasked Estep 
Score: -4974358.500000 Penalty: 3438.449463
	Iteration 60F: 3 clusters Score -4974358 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 35217 members 
Entering Unmasked Estep 
Score: -4974411.500000 Penalty: 3438.449463
	Iteration 61Q: 3 clusters Score -4974412 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 35380 members 
Entering Unmasked Estep 
Score: -4974453.500000 Penalty: 3438.449463
	Iteration 62Q: 3 clusters Score -4974454 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 35544 members 
Entering Unmasked Estep 
Score: -4974493.500000 Penalty: 3438.449463
	Iteration 63Q: 3 clusters Score -4974494 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 35693 members 
Entering Unmasked Estep 
Score: -4974510.500000 Penalty: 3438.449463
	Iteration 64Q: 3 clusters Score -4974510 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 35827 members 
Entering Unmasked Estep 
Score: -4974546.000000 Penalty: 3438.449463
	Iteration 65Q: 3 clusters Score -4974546 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 35948 members 
Entering Unmasked Estep 
Score: -4974577.000000 Penalty: 3438.449463
	Iteration 66Q: 3 clusters Score -4974577 nChanged 115
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 36063 members 
Entering Unmasked Estep 
Score: -4974612.500000 Penalty: 3438.449463
	Iteration 67Q: 3 clusters Score -4974612 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 36161 members 
Entering Unmasked Estep 
Score: -4974630.500000 Penalty: 3438.449463
	Iteration 68Q: 3 clusters Score -4974630 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 36236 members 
Entering Unmasked Estep 
Score: -4974632.500000 Penalty: 3438.449463
	Iteration 69Q: 3 clusters Score -4974632 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 36299 members 
Entering Unmasked Estep 
Score: -4974645.000000 Penalty: 3438.449463
	Iteration 70Q: 3 clusters Score -4974645 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 36367 members 
Entering Unmasked Estep 
Score: -4974666.500000 Penalty: 3438.449463
	Iteration 71Q: 3 clusters Score -4974666 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 36442 members 
Entering Unmasked Estep 
Score: -4974668.000000 Penalty: 3438.449463
	Iteration 72Q: 3 clusters Score -4974668 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 36520 members 
Entering Unmasked Estep 
Score: -4974685.000000 Penalty: 3438.449463
	Iteration 73Q: 3 clusters Score -4974685 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 36599 members 
Entering Unmasked Estep 
Score: -4974693.500000 Penalty: 3438.449463
	Iteration 74Q: 3 clusters Score -4974694 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 36673 members 
Entering Unmasked Estep 
Score: -4974711.000000 Penalty: 3438.449463
	Iteration 75Q: 3 clusters Score -4974711 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 36747 members 
Entering Unmasked Estep 
Score: -4974726.500000 Penalty: 3438.449463
	Iteration 76Q: 3 clusters Score -4974726 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 36817 members 
Entering Unmasked Estep 
Score: -4974757.500000 Penalty: 3438.449463
	Iteration 77Q: 3 clusters Score -4974758 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 36870 members 
Entering Unmasked Estep 
Score: -4974760.500000 Penalty: 3438.449463
	Iteration 78Q: 3 clusters Score -4974760 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 36925 members 
Entering Unmasked Estep 
Score: -4974788.500000 Penalty: 3438.449463
	Iteration 79Q: 3 clusters Score -4974788 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 36983 members 
Entering Unmasked Estep 
Score: -4974802.500000 Penalty: 3438.449463
	Iteration 80F: 3 clusters Score -4974802 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 37037 members 
Entering Unmasked Estep 
Score: -4974818.000000 Penalty: 3438.449463
	Iteration 81Q: 3 clusters Score -4974818 nChanged 49
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 37086 members 
Entering Unmasked Estep 
Score: -4974831.500000 Penalty: 3438.449463
	Iteration 82Q: 3 clusters Score -4974832 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 37152 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -4974844 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 37216 members 
Entering Unmasked Estep 
Score: -4974854.000000 Penalty: 3438.449463
	Iteration 84Q: 3 clusters Score -4974854 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 37271 members 
Entering Unmasked Estep 
Score: -4974878.000000 Penalty: 3438.449463
	Iteration 85Q: 3 clusters Score -4974878 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 37315 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -4974888 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 37362 members 
Entering Unmasked Estep 
Score: -4974902.500000 Penalty: 3438.449463
	Iteration 87Q: 3 clusters Score -4974902 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 37404 members 
Entering Unmasked Estep 
Score: -4974913.000000 Penalty: 3438.449463
	Iteration 88Q: 3 clusters Score -4974913 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 37434 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -4974918 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 37472 members 
Entering Unmasked Estep 
Score: -4974926.000000 Penalty: 3438.449463
	Iteration 90Q: 3 clusters Score -4974926 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 37501 members 
Entering Unmasked Estep 
Score: -4974923.000000 Penalty: 3438.449463
	Iteration 91Q: 3 clusters Score -4974923 nChanged 35
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 37530 members 
Entering Unmasked Estep 
Score: -4974929.500000 Penalty: 3438.449463
	Iteration 92Q: 3 clusters Score -4974930 nChanged 30
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 37560 members 
Entering Unmasked Estep 
Score: -4974927.500000 Penalty: 3438.449463
	Iteration 93Q: 3 clusters Score -4974928 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 37584 members 
Entering Unmasked Estep 
Score: -4974931.500000 Penalty: 3438.449463
	Iteration 94Q: 3 clusters Score -4974932 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 37611 members 
Entering Unmasked Estep 
Score: -4974940.000000 Penalty: 3438.449463
	Iteration 95Q: 3 clusters Score -4974940 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 37637 members 
Entering Unmasked Estep 
Score: -4974950.500000 Penalty: 3438.449463
	Iteration 96Q: 3 clusters Score -4974950 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 37651 members 
Entering Unmasked Estep 
Score: -4974955.000000 Penalty: 3438.449463
	Iteration 97Q: 3 clusters Score -4974955 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 37672 members 
Entering Unmasked Estep 
Score: -4974964.000000 Penalty: 3438.449463
	Iteration 98Q: 3 clusters Score -4974964 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 37695 members 
Entering Unmasked Estep 
Score: -4974971.500000 Penalty: 3438.449463
	Iteration 99Q: 3 clusters Score -4974972 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 37718 members 
Entering Unmasked Estep 
Score: -4974969.500000 Penalty: 3438.449463
	Iteration 100F: 3 clusters Score -4974970 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 37739 members 
Entering Unmasked Estep 
Score: -4974975.000000 Penalty: 3438.449463
	Iteration 101Q: 3 clusters Score -4974975 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 37763 members 
Entering Unmasked Estep 
Score: -4974973.500000 Penalty: 3438.449463
	Iteration 102Q: 3 clusters Score -4974974 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 37776 members 
Entering Unmasked Estep 
Score: -4974975.500000 Penalty: 3438.449463
	Iteration 103Q: 3 clusters Score -4974976 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 37788 members 
Entering Unmasked Estep 
Score: -4974986.500000 Penalty: 3438.449463
	Iteration 104Q: 3 clusters Score -4974986 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 37803 members 
Entering Unmasked Estep 
Score: -4975005.000000 Penalty: 3438.449463
	Iteration 105Q: 3 clusters Score -4975005 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 37819 members 
Entering Unmasked Estep 
Score: -4974995.500000 Penalty: 3438.449463
	Iteration 106Q: 3 clusters Score -4974996 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 37832 members 
Entering Unmasked Estep 
Score: -4975002.000000 Penalty: 3438.449463
	Iteration 107Q: 3 clusters Score -4975002 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 37845 members 
Entering Unmasked Estep 
Score: -4975004.000000 Penalty: 3438.449463
	Iteration 108Q: 3 clusters Score -4975004 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 37854 members 
Entering Unmasked Estep 
Score: -4975003.000000 Penalty: 3438.449463
	Iteration 109Q: 3 clusters Score -4975003 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 37864 members 
Entering Unmasked Estep 
Score: -4975004.500000 Penalty: 3438.449463
	Iteration 110Q: 3 clusters Score -4975004 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 37871 members 
Entering Unmasked Estep 
Score: -4975008.500000 Penalty: 3438.449463
	Iteration 111Q: 3 clusters Score -4975008 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 37875 members 
Entering Unmasked Estep 
Score: -4975009.500000 Penalty: 3438.449463
	Iteration 112Q: 3 clusters Score -4975010 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 37883 members 
Entering Unmasked Estep 
Score: -4975005.500000 Penalty: 3438.449463
	Iteration 113Q: 3 clusters Score -4975006 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 37886 members 
Entering Unmasked Estep 
Score: -4975006.500000 Penalty: 3438.449463
	Iteration 114Q: 3 clusters Score -4975006 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 37892 members 
Entering Unmasked Estep 
Score: -4975010.500000 Penalty: 3438.449463
	Iteration 115Q: 3 clusters Score -4975010 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 37892 members 
Entering Unmasked Estep 
Score: -4975010.000000 Penalty: 3438.449463
	Iteration 116Q: 3 clusters Score -4975010 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 37892 members 
Entering Unmasked Estep 
Score: -4975012.500000 Penalty: 3438.449463
	Iteration 117Q: 3 clusters Score -4975012 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 37895 members 
Entering Unmasked Estep 
Score: -4975020.500000 Penalty: 3438.449463
	Iteration 118Q: 3 clusters Score -4975020 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 37900 members 
Entering Unmasked Estep 
Score: -4975022.000000 Penalty: 3438.449463
	Iteration 119Q: 3 clusters Score -4975022 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 37907 members 
Entering Unmasked Estep 
Score: -4975025.500000 Penalty: 3438.449463
	Iteration 120F: 3 clusters Score -4975026 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 37916 members 
Entering Unmasked Estep 
Score: -4975029.500000 Penalty: 3438.449463
	Iteration 121Q: 3 clusters Score -4975030 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 37920 members 
Entering Unmasked Estep 
Score: -4975026.000000 Penalty: 3438.449463
	Iteration 122Q: 3 clusters Score -4975026 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 37920 members 
Entering Unmasked Estep 
Score: -4975026.000000 Penalty: 3438.449463
	Iteration 123F: 3 clusters Score -4975026 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (7912 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7912 members 
Entering Unmasked Estep 
Score: -990812.812500 Penalty: 1458.622192
	Iteration 0F: 2 clusters Score -990812.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -984889.375000 Penalty: 2917.244385
	Iteration 0F: 3 clusters Score -984889.4 nChanged 3373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -986698.562500 Penalty: 2917.244385
	Iteration 1F: 3 clusters Score -986698.6 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -986892.437500 Penalty: 2917.244385
	Iteration 2F: 3 clusters Score -986892.4 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -987053.500000 Penalty: 2917.244385
	Iteration 3Q: 3 clusters Score -987053.5 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -987169.062500 Penalty: 2917.244385
	Iteration 4Q: 3 clusters Score -987169.1 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -987281.125000 Penalty: 2917.244385
	Iteration 5Q: 3 clusters Score -987281.1 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -987366.187500 Penalty: 2917.244385
	Iteration 6Q: 3 clusters Score -987366.2 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -987425.062500 Penalty: 2917.244385
	Iteration 7Q: 3 clusters Score -987425.1 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -987480.000000 Penalty: 2917.244385
	Iteration 8Q: 3 clusters Score -987480 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -987539.562500 Penalty: 2917.244385
	Iteration 9Q: 3 clusters Score -987539.6 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -987593.125000 Penalty: 2917.244385
	Iteration 10Q: 3 clusters Score -987593.1 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -987637.812500 Penalty: 2917.244385
	Iteration 11Q: 3 clusters Score -987637.8 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -987682.500000 Penalty: 2917.244385
	Iteration 12Q: 3 clusters Score -987682.5 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -987729.812500 Penalty: 2917.244385
	Iteration 13Q: 3 clusters Score -987729.8 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -987787.750000 Penalty: 2917.244385
	Iteration 14Q: 3 clusters Score -987787.8 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -987835.125000 Penalty: 2917.244385
	Iteration 15Q: 3 clusters Score -987835.1 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -987890.812500 Penalty: 2917.244385
	Iteration 16Q: 3 clusters Score -987890.8 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -987957.937500 Penalty: 2917.244385
	Iteration 17Q: 3 clusters Score -987957.9 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -988004.250000 Penalty: 2917.244385
	Iteration 18Q: 3 clusters Score -988004.2 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -988056.437500 Penalty: 2917.244385
	Iteration 19Q: 3 clusters Score -988056.4 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -988130.812500 Penalty: 2917.244385
	Iteration 20F: 3 clusters Score -988130.8 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 5193 members 
Entering Unmasked Estep 
Score: -988225.062500 Penalty: 2917.244385
	Iteration 21Q: 3 clusters Score -988225.1 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 5389 members 
Entering Unmasked Estep 
Score: -988322.187500 Penalty: 2917.244385
	Iteration 22Q: 3 clusters Score -988322.2 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 5572 members 
Entering Unmasked Estep 
Score: -988411.250000 Penalty: 2917.244385
	Iteration 23Q: 3 clusters Score -988411.2 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 5757 members 
Entering Unmasked Estep 
Score: -988502.687500 Penalty: 2917.244385
	Iteration 24Q: 3 clusters Score -988502.7 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 5949 members 
Entering Unmasked Estep 
Score: -988601.125000 Penalty: 2917.244385
	Iteration 25Q: 3 clusters Score -988601.1 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 6136 members 
Entering Unmasked Estep 
Score: -988708.812500 Penalty: 2917.244385
	Iteration 26Q: 3 clusters Score -988708.8 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 6337 members 
Entering Unmasked Estep 
Score: -988825.000000 Penalty: 2917.244385
	Iteration 27Q: 3 clusters Score -988825 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 6524 members 
Entering Unmasked Estep 
Score: -988916.812500 Penalty: 2917.244385
	Iteration 28Q: 3 clusters Score -988916.8 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 6683 members 
Entering Unmasked Estep 
Score: -989010.500000 Penalty: 2917.244385
	Iteration 29Q: 3 clusters Score -989010.5 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 6805 members 
Entering Unmasked Estep 
Score: -989087.687500 Penalty: 2917.244385
	Iteration 30Q: 3 clusters Score -989087.7 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 6933 members 
Entering Unmasked Estep 
Score: -989166.500000 Penalty: 2917.244385
	Iteration 31Q: 3 clusters Score -989166.5 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 7039 members 
Entering Unmasked Estep 
Score: -989230.250000 Penalty: 2917.244385
	Iteration 32Q: 3 clusters Score -989230.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 7125 members 
Entering Unmasked Estep 
Score: -989284.875000 Penalty: 2917.244385
	Iteration 33Q: 3 clusters Score -989284.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 7196 members 
Entering Unmasked Estep 
Score: -989326.250000 Penalty: 2917.244385
	Iteration 34Q: 3 clusters Score -989326.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 7253 members 
Entering Unmasked Estep 
Score: -989358.375000 Penalty: 2917.244385
	Iteration 35Q: 3 clusters Score -989358.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 7291 members 
Entering Unmasked Estep 
Score: -989382.500000 Penalty: 2917.244385
	Iteration 36Q: 3 clusters Score -989382.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 7329 members 
Entering Unmasked Estep 
Score: -989399.187500 Penalty: 2917.244385
	Iteration 37Q: 3 clusters Score -989399.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 7353 members 
Entering Unmasked Estep 
Score: -989414.437500 Penalty: 2917.244385
	Iteration 38Q: 3 clusters Score -989414.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 7374 members 
Entering Unmasked Estep 
Score: -989428.875000 Penalty: 2917.244385
	Iteration 39Q: 3 clusters Score -989428.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 7396 members 
Entering Unmasked Estep 
Score: -989438.000000 Penalty: 2917.244385
	Iteration 40F: 3 clusters Score -989438 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 7412 members 
Entering Unmasked Estep 
Score: -989448.625000 Penalty: 2917.244385
	Iteration 41Q: 3 clusters Score -989448.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 7428 members 
Entering Unmasked Estep 
Score: -989453.937500 Penalty: 2917.244385
	Iteration 42Q: 3 clusters Score -989453.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 7433 members 
Entering Unmasked Estep 
Score: -989455.937500 Penalty: 2917.244385
	Iteration 43Q: 3 clusters Score -989455.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 7436 members 
Entering Unmasked Estep 
Score: -989456.562500 Penalty: 2917.244385
	Iteration 44Q: 3 clusters Score -989456.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 7442 members 
Entering Unmasked Estep 
Score: -989461.750000 Penalty: 2917.244385
	Iteration 45Q: 3 clusters Score -989461.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 7454 members 
Entering Unmasked Estep 
Score: -989471.312500 Penalty: 2917.244385
	Iteration 46Q: 3 clusters Score -989471.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 7460 members 
Entering Unmasked Estep 
Score: -989474.312500 Penalty: 2917.244385
	Iteration 47Q: 3 clusters Score -989474.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 7471 members 
Entering Unmasked Estep 
Score: -989482.687500 Penalty: 2917.244385
	Iteration 48Q: 3 clusters Score -989482.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 7484 members 
Entering Unmasked Estep 
Score: -989492.312500 Penalty: 2917.244385
	Iteration 49Q: 3 clusters Score -989492.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 7490 members 
Entering Unmasked Estep 
Score: -989495.937500 Penalty: 2917.244385
	Iteration 50Q: 3 clusters Score -989495.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 7501 members 
Entering Unmasked Estep 
Score: -989500.875000 Penalty: 2917.244385
	Iteration 51Q: 3 clusters Score -989500.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 7505 members 
Entering Unmasked Estep 
Score: -989502.750000 Penalty: 2917.244385
	Iteration 52Q: 3 clusters Score -989502.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 7509 members 
Entering Unmasked Estep 
Score: -989506.812500 Penalty: 2917.244385
	Iteration 53Q: 3 clusters Score -989506.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 7512 members 
Entering Unmasked Estep 
Score: -989510.875000 Penalty: 2917.244385
	Iteration 54Q: 3 clusters Score -989510.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 7515 members 
Entering Unmasked Estep 
Score: -989512.375000 Penalty: 2917.244385
	Iteration 55Q: 3 clusters Score -989512.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 7521 members 
Entering Unmasked Estep 
Score: -989517.375000 Penalty: 2917.244385
	Iteration 56Q: 3 clusters Score -989517.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 7530 members 
Entering Unmasked Estep 
Score: -989524.500000 Penalty: 2917.244385
	Iteration 57Q: 3 clusters Score -989524.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 7533 members 
Entering Unmasked Estep 
Score: -989528.312500 Penalty: 2917.244385
	Iteration 58Q: 3 clusters Score -989528.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 7538 members 
Entering Unmasked Estep 
Score: -989528.937500 Penalty: 2917.244385
	Iteration 59Q: 3 clusters Score -989528.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 7540 members 
Entering Unmasked Estep 
Score: -989529.125000 Penalty: 2917.244385
	Iteration 60F: 3 clusters Score -989529.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (3859 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Entering Unmasked Estep 
Score: -471331.687500 Penalty: 1341.951538
	Iteration 0F: 2 clusters Score -471331.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -468054.312500 Penalty: 2683.903076
	Iteration 0F: 3 clusters Score -468054.3 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -469006.375000 Penalty: 2683.903076
	Iteration 1F: 3 clusters Score -469006.4 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -469299.718750 Penalty: 2683.903076
	Iteration 2F: 3 clusters Score -469299.7 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -469499.937500 Penalty: 2683.903076
	Iteration 3F: 3 clusters Score -469499.9 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -469655.062500 Penalty: 2683.903076
	Iteration 4F: 3 clusters Score -469655.1 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -469791.781250 Penalty: 2683.903076
	Iteration 5Q: 3 clusters Score -469791.8 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -469869.093750 Penalty: 2683.903076
	Iteration 6Q: 3 clusters Score -469869.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -469929.031250 Penalty: 2683.903076
	Iteration 7Q: 3 clusters Score -469929 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -469974.093750 Penalty: 2683.903076
	Iteration 8Q: 3 clusters Score -469974.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -470034.656250 Penalty: 2683.903076
	Iteration 9Q: 3 clusters Score -470034.7 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -470099.218750 Penalty: 2683.903076
	Iteration 10Q: 3 clusters Score -470099.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -470169.156250 Penalty: 2683.903076
	Iteration 11Q: 3 clusters Score -470169.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -470233.375000 Penalty: 2683.903076
	Iteration 12Q: 3 clusters Score -470233.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -470280.062500 Penalty: 2683.903076
	Iteration 13Q: 3 clusters Score -470280.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -470316.781250 Penalty: 2683.903076
	Iteration 14Q: 3 clusters Score -470316.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -470346.875000 Penalty: 2683.903076
	Iteration 15Q: 3 clusters Score -470346.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -470362.812500 Penalty: 2683.903076
	Iteration 16Q: 3 clusters Score -470362.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -470375.843750 Penalty: 2683.903076
	Iteration 17Q: 3 clusters Score -470375.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -470389.593750 Penalty: 2683.903076
	Iteration 18Q: 3 clusters Score -470389.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -470408.781250 Penalty: 2683.903076
	Iteration 19Q: 3 clusters Score -470408.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -470423.531250 Penalty: 2683.903076
	Iteration 20F: 3 clusters Score -470423.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -470438.500000 Penalty: 2683.903076
	Iteration 21Q: 3 clusters Score -470438.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -470446.843750 Penalty: 2683.903076
	Iteration 22Q: 3 clusters Score -470446.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -470456.656250 Penalty: 2683.903076
	Iteration 23Q: 3 clusters Score -470456.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -470465.656250 Penalty: 2683.903076
	Iteration 24Q: 3 clusters Score -470465.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -470481.156250 Penalty: 2683.903076
	Iteration 25Q: 3 clusters Score -470481.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -470501.687500 Penalty: 2683.903076
	Iteration 26Q: 3 clusters Score -470501.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -470524.718750 Penalty: 2683.903076
	Iteration 27Q: 3 clusters Score -470524.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -470551.281250 Penalty: 2683.903076
	Iteration 28Q: 3 clusters Score -470551.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -470578.312500 Penalty: 2683.903076
	Iteration 29Q: 3 clusters Score -470578.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -470604.375000 Penalty: 2683.903076
	Iteration 30Q: 3 clusters Score -470604.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -470628.250000 Penalty: 2683.903076
	Iteration 31Q: 3 clusters Score -470628.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -470644.812500 Penalty: 2683.903076
	Iteration 32Q: 3 clusters Score -470644.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -470654.125000 Penalty: 2683.903076
	Iteration 33Q: 3 clusters Score -470654.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -470666.687500 Penalty: 2683.903076
	Iteration 34Q: 3 clusters Score -470666.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -470684.406250 Penalty: 2683.903076
	Iteration 35Q: 3 clusters Score -470684.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -470696.812500 Penalty: 2683.903076
	Iteration 36Q: 3 clusters Score -470696.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -470712.312500 Penalty: 2683.903076
	Iteration 37Q: 3 clusters Score -470712.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -470731.125000 Penalty: 2683.903076
	Iteration 38Q: 3 clusters Score -470731.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -470744.843750 Penalty: 2683.903076
	Iteration 39Q: 3 clusters Score -470744.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -470752.187500 Penalty: 2683.903076
	Iteration 40F: 3 clusters Score -470752.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -470755.531250 Penalty: 2683.903076
	Iteration 41Q: 3 clusters Score -470755.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -470758.375000 Penalty: 2683.903076
	Iteration 42Q: 3 clusters Score -470758.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -470762.468750 Penalty: 2683.903076
	Iteration 43Q: 3 clusters Score -470762.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -470771.281250 Penalty: 2683.903076
	Iteration 44Q: 3 clusters Score -470771.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -470776.937500 Penalty: 2683.903076
	Iteration 45Q: 3 clusters Score -470776.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -470779.187500 Penalty: 2683.903076
	Iteration 46Q: 3 clusters Score -470779.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -470779.218750 Penalty: 2683.903076
	Iteration 47Q: 3 clusters Score -470779.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -470780.750000 Penalty: 2683.903076
	Iteration 48Q: 3 clusters Score -470780.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -470780.750000 Penalty: 2683.903076
	Iteration 49F: 3 clusters Score -470780.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (2339 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Entering Unmasked Estep 
Score: -289118.437500 Penalty: 1260.590332
	Iteration 0F: 2 clusters Score -289118.4 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 1172 members 
Entering Unmasked Estep 
Score: -286820.250000 Penalty: 2521.180664
	Iteration 0F: 3 clusters Score -286820.2 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -287352.250000 Penalty: 2521.180664
	Iteration 1F: 3 clusters Score -287352.2 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -287522.906250 Penalty: 2521.180664
	Iteration 2F: 3 clusters Score -287522.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -287627.625000 Penalty: 2521.180664
	Iteration 3F: 3 clusters Score -287627.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -287699.343750 Penalty: 2521.180664
	Iteration 4Q: 3 clusters Score -287699.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -287749.406250 Penalty: 2521.180664
	Iteration 5Q: 3 clusters Score -287749.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -287786.593750 Penalty: 2521.180664
	Iteration 6Q: 3 clusters Score -287786.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -287831.312500 Penalty: 2521.180664
	Iteration 7Q: 3 clusters Score -287831.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -287869.687500 Penalty: 2521.180664
	Iteration 8Q: 3 clusters Score -287869.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -287894.812500 Penalty: 2521.180664
	Iteration 9Q: 3 clusters Score -287894.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -287916.687500 Penalty: 2521.180664
	Iteration 10Q: 3 clusters Score -287916.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -287944.718750 Penalty: 2521.180664
	Iteration 11Q: 3 clusters Score -287944.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -287964.875000 Penalty: 2521.180664
	Iteration 12Q: 3 clusters Score -287964.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -287983.281250 Penalty: 2521.180664
	Iteration 13Q: 3 clusters Score -287983.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -288003.187500 Penalty: 2521.180664
	Iteration 14Q: 3 clusters Score -288003.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -288021.343750 Penalty: 2521.180664
	Iteration 15Q: 3 clusters Score -288021.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -288035.906250 Penalty: 2521.180664
	Iteration 16Q: 3 clusters Score -288035.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -288047.281250 Penalty: 2521.180664
	Iteration 17Q: 3 clusters Score -288047.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -288057.312500 Penalty: 2521.180664
	Iteration 18Q: 3 clusters Score -288057.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -288066.687500 Penalty: 2521.180664
	Iteration 19Q: 3 clusters Score -288066.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -288070.718750 Penalty: 2521.180664
	Iteration 20F: 3 clusters Score -288070.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -288072.937500 Penalty: 2521.180664
	Iteration 21Q: 3 clusters Score -288072.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -288074.625000 Penalty: 2521.180664
	Iteration 22Q: 3 clusters Score -288074.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -288078.187500 Penalty: 2521.180664
	Iteration 23Q: 3 clusters Score -288078.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -288083.937500 Penalty: 2521.180664
	Iteration 24Q: 3 clusters Score -288083.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -288086.593750 Penalty: 2521.180664
	Iteration 25Q: 3 clusters Score -288086.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -288089.312500 Penalty: 2521.180664
	Iteration 26Q: 3 clusters Score -288089.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -288093.312500 Penalty: 2521.180664
	Iteration 27Q: 3 clusters Score -288093.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -288094.156250 Penalty: 2521.180664
	Iteration 28Q: 3 clusters Score -288094.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -288094.218750 Penalty: 2521.180664
	Iteration 29Q: 3 clusters Score -288094.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -288094.718750 Penalty: 2521.180664
	Iteration 30Q: 3 clusters Score -288094.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -288094.812500 Penalty: 2521.180664
	Iteration 31Q: 3 clusters Score -288094.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -288094.812500 Penalty: 2521.180664
	Iteration 32F: 3 clusters Score -288094.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (23211 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23211 members 
Entering Unmasked Estep 
Score: -2877266.000000 Penalty: 1633.511963
	Iteration 0F: 2 clusters Score -2877266 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11483 members 
Mstep: Class 2 contains 11728 members 
Entering Unmasked Estep 
Score: -2861532.500000 Penalty: 3267.023926
	Iteration 0F: 3 clusters Score -2861532 nChanged 10569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10596 members 
Mstep: Class 2 contains 12615 members 
Entering Unmasked Estep 
Score: -2867403.750000 Penalty: 3267.023926
	Iteration 1F: 3 clusters Score -2867404 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10085 members 
Mstep: Class 2 contains 13126 members 
Entering Unmasked Estep 
Score: -2867868.000000 Penalty: 3267.023926
	Iteration 2Q: 3 clusters Score -2867868 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9323 members 
Mstep: Class 2 contains 13888 members 
Entering Unmasked Estep 
Score: -2868402.000000 Penalty: 3267.023926
	Iteration 3Q: 3 clusters Score -2868402 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8266 members 
Mstep: Class 2 contains 14945 members 
Entering Unmasked Estep 
Score: -2869083.500000 Penalty: 3267.023926
	Iteration 4F: 3 clusters Score -2869084 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6905 members 
Mstep: Class 2 contains 16306 members 
Entering Unmasked Estep 
Score: -2870077.500000 Penalty: 3267.023926
	Iteration 5F: 3 clusters Score -2870078 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5315 members 
Mstep: Class 2 contains 17896 members 
Entering Unmasked Estep 
Score: -2871412.250000 Penalty: 3267.023926
	Iteration 6F: 3 clusters Score -2871412 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 19495 members 
Entering Unmasked Estep 
Score: -2872917.000000 Penalty: 3267.023926
	Iteration 7F: 3 clusters Score -2872917 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 20848 members 
Entering Unmasked Estep 
Score: -2874265.750000 Penalty: 3267.023926
	Iteration 8F: 3 clusters Score -2874266 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 21744 members 
Entering Unmasked Estep 
Score: -2875183.750000 Penalty: 3267.023926
	Iteration 9Q: 3 clusters Score -2875184 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 22234 members 
Entering Unmasked Estep 
Score: -2875672.000000 Penalty: 3267.023926
	Iteration 10Q: 3 clusters Score -2875672 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 22442 members 
Entering Unmasked Estep 
Score: -2875973.000000 Penalty: 3267.023926
	Iteration 11Q: 3 clusters Score -2875973 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 22546 members 
Entering Unmasked Estep 
Score: -2876251.750000 Penalty: 3267.023926
	Iteration 12Q: 3 clusters Score -2876252 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 22579 members 
Entering Unmasked Estep 
Score: -2876471.000000 Penalty: 3267.023926
	Iteration 13Q: 3 clusters Score -2876471 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 22583 members 
Entering Unmasked Estep 
Score: -2876638.000000 Penalty: 3267.023926
	Iteration 14Q: 3 clusters Score -2876638 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 22571 members 
Entering Unmasked Estep 
Score: -2876727.500000 Penalty: 3267.023926
	Iteration 15Q: 3 clusters Score -2876728 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 22567 members 
Entering Unmasked Estep 
Score: -2876775.750000 Penalty: 3267.023926
	Iteration 16Q: 3 clusters Score -2876776 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 22562 members 
Entering Unmasked Estep 
Score: -2876814.750000 Penalty: 3267.023926
	Iteration 17Q: 3 clusters Score -2876815 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 22553 members 
Entering Unmasked Estep 
Score: -2876831.000000 Penalty: 3267.023926
	Iteration 18Q: 3 clusters Score -2876831 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 22545 members 
Entering Unmasked Estep 
Score: -2876839.750000 Penalty: 3267.023926
	Iteration 19Q: 3 clusters Score -2876840 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 22545 members 
Entering Unmasked Estep 
Score: -2876903.250000 Penalty: 3267.023926
	Iteration 20F: 3 clusters Score -2876903 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 22518 members 
Entering Unmasked Estep 
Score: -2876938.500000 Penalty: 3267.023926
	Iteration 21Q: 3 clusters Score -2876938 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 22507 members 
Entering Unmasked Estep 
Score: -2876944.500000 Penalty: 3267.023926
	Iteration 22Q: 3 clusters Score -2876944 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 22499 members 
Entering Unmasked Estep 
Score: -2876956.750000 Penalty: 3267.023926
	Iteration 23Q: 3 clusters Score -2876957 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 22492 members 
Entering Unmasked Estep 
Score: -2876965.000000 Penalty: 3267.023926
	Iteration 24Q: 3 clusters Score -2876965 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 22488 members 
Entering Unmasked Estep 
Score: -2876967.500000 Penalty: 3267.023926
	Iteration 25Q: 3 clusters Score -2876968 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 22486 members 
Entering Unmasked Estep 
Score: -2876970.750000 Penalty: 3267.023926
	Iteration 26Q: 3 clusters Score -2876971 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 22484 members 
Entering Unmasked Estep 
Score: -2876974.000000 Penalty: 3267.023926
	Iteration 27Q: 3 clusters Score -2876974 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 22484 members 
Entering Unmasked Estep 
Score: -2876974.000000 Penalty: 3267.023926
	Iteration 28F: 3 clusters Score -2876974 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (411 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Entering Unmasked Estep 
Score: -43021.695312 Penalty: 978.021423
	Iteration 0F: 2 clusters Score -43021.7 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 209 members 
Entering Unmasked Estep 
Score: -42087.132812 Penalty: 1956.042847
	Iteration 0F: 3 clusters Score -42087.13 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -42291.785156 Penalty: 1956.042847
	Iteration 1F: 3 clusters Score -42291.79 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -42363.320312 Penalty: 1956.042847
	Iteration 2F: 3 clusters Score -42363.32 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -42403.679688 Penalty: 1956.042847
	Iteration 3Q: 3 clusters Score -42403.68 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -42454.824219 Penalty: 1956.042847
	Iteration 4Q: 3 clusters Score -42454.82 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -42485.609375 Penalty: 1956.042847
	Iteration 5Q: 3 clusters Score -42485.61 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -42524.734375 Penalty: 1956.042847
	Iteration 6Q: 3 clusters Score -42524.73 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -42567.359375 Penalty: 1956.042847
	Iteration 7Q: 3 clusters Score -42567.36 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -42575.406250 Penalty: 1956.042847
	Iteration 8Q: 3 clusters Score -42575.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -42582.578125 Penalty: 1956.042847
	Iteration 9Q: 3 clusters Score -42582.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -42584.062500 Penalty: 1956.042847
	Iteration 10Q: 3 clusters Score -42584.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -42584.062500 Penalty: 1956.042847
	Iteration 11F: 3 clusters Score -42584.06 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (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: -449238.562500 Penalty: 1339.319458
	Iteration 0F: 2 clusters Score -449238.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -446007.000000 Penalty: 2678.638916
	Iteration 0F: 3 clusters Score -446007 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -447040.468750 Penalty: 2678.638916
	Iteration 1F: 3 clusters Score -447040.5 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -447394.937500 Penalty: 2678.638916
	Iteration 2F: 3 clusters Score -447394.9 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -447708.562500 Penalty: 2678.638916
	Iteration 3F: 3 clusters Score -447708.6 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -447915.593750 Penalty: 2678.638916
	Iteration 4F: 3 clusters Score -447915.6 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -448077.406250 Penalty: 2678.638916
	Iteration 5F: 3 clusters Score -448077.4 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -448231.812500 Penalty: 2678.638916
	Iteration 6Q: 3 clusters Score -448231.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -448342.406250 Penalty: 2678.638916
	Iteration 7Q: 3 clusters Score -448342.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -448431.218750 Penalty: 2678.638916
	Iteration 8Q: 3 clusters Score -448431.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -448474.937500 Penalty: 2678.638916
	Iteration 9Q: 3 clusters Score -448474.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -448506.687500 Penalty: 2678.638916
	Iteration 10Q: 3 clusters Score -448506.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -448530.843750 Penalty: 2678.638916
	Iteration 11Q: 3 clusters Score -448530.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -448550.062500 Penalty: 2678.638916
	Iteration 12Q: 3 clusters Score -448550.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -448559.718750 Penalty: 2678.638916
	Iteration 13Q: 3 clusters Score -448559.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -448566.187500 Penalty: 2678.638916
	Iteration 14Q: 3 clusters Score -448566.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -448570.156250 Penalty: 2678.638916
	Iteration 15Q: 3 clusters Score -448570.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -448574.500000 Penalty: 2678.638916
	Iteration 16Q: 3 clusters Score -448574.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -448577.312500 Penalty: 2678.638916
	Iteration 17Q: 3 clusters Score -448577.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -448578.875000 Penalty: 2678.638916
	Iteration 18Q: 3 clusters Score -448578.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -448582.718750 Penalty: 2678.638916
	Iteration 19Q: 3 clusters Score -448582.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -448587.968750 Penalty: 2678.638916
	Iteration 20F: 3 clusters Score -448588 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -448590.781250 Penalty: 2678.638916
	Iteration 21Q: 3 clusters Score -448590.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -448592.718750 Penalty: 2678.638916
	Iteration 22Q: 3 clusters Score -448592.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -448595.468750 Penalty: 2678.638916
	Iteration 23Q: 3 clusters Score -448595.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -448597.093750 Penalty: 2678.638916
	Iteration 24Q: 3 clusters Score -448597.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -448597.468750 Penalty: 2678.638916
	Iteration 25Q: 3 clusters Score -448597.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -448597.656250 Penalty: 2678.638916
	Iteration 26Q: 3 clusters Score -448597.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -448597.656250 Penalty: 2678.638916
	Iteration 27F: 3 clusters Score -448597.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (12571 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12571 members 
Entering Unmasked Estep 
Score: -1602641.750000 Penalty: 1533.861572
	Iteration 0F: 2 clusters Score -1602642 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6302 members 
Mstep: Class 2 contains 6269 members 
Entering Unmasked Estep 
Score: -1593753.750000 Penalty: 3067.723145
	Iteration 0F: 3 clusters Score -1593754 nChanged 5593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6457 members 
Mstep: Class 2 contains 6114 members 
Entering Unmasked Estep 
Score: -1596808.500000 Penalty: 3067.723145
	Iteration 1F: 3 clusters Score -1596808 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6489 members 
Mstep: Class 2 contains 6082 members 
Entering Unmasked Estep 
Score: -1597127.500000 Penalty: 3067.723145
	Iteration 2F: 3 clusters Score -1597128 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6482 members 
Mstep: Class 2 contains 6089 members 
Entering Unmasked Estep 
Score: -1597420.875000 Penalty: 3067.723145
	Iteration 3F: 3 clusters Score -1597421 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6459 members 
Mstep: Class 2 contains 6112 members 
Entering Unmasked Estep 
Score: -1597698.375000 Penalty: 3067.723145
	Iteration 4Q: 3 clusters Score -1597698 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6427 members 
Mstep: Class 2 contains 6144 members 
Entering Unmasked Estep 
Score: -1597990.125000 Penalty: 3067.723145
	Iteration 5Q: 3 clusters Score -1597990 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6376 members 
Mstep: Class 2 contains 6195 members 
Entering Unmasked Estep 
Score: -1598295.875000 Penalty: 3067.723145
	Iteration 6Q: 3 clusters Score -1598296 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6350 members 
Mstep: Class 2 contains 6221 members 
Entering Unmasked Estep 
Score: -1598609.250000 Penalty: 3067.723145
	Iteration 7Q: 3 clusters Score -1598609 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6347 members 
Mstep: Class 2 contains 6224 members 
Entering Unmasked Estep 
Score: -1598955.000000 Penalty: 3067.723145
	Iteration 8Q: 3 clusters Score -1598955 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6369 members 
Mstep: Class 2 contains 6202 members 
Entering Unmasked Estep 
Score: -1599368.250000 Penalty: 3067.723145
	Iteration 9Q: 3 clusters Score -1599368 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6374 members 
Mstep: Class 2 contains 6197 members 
Entering Unmasked Estep 
Score: -1599790.875000 Penalty: 3067.723145
	Iteration 10Q: 3 clusters Score -1599791 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6409 members 
Mstep: Class 2 contains 6162 members 
Entering Unmasked Estep 
Score: -1600121.375000 Penalty: 3067.723145
	Iteration 11Q: 3 clusters Score -1600121 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6440 members 
Mstep: Class 2 contains 6131 members 
Entering Unmasked Estep 
Score: -1600345.250000 Penalty: 3067.723145
	Iteration 12Q: 3 clusters Score -1600345 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6452 members 
Mstep: Class 2 contains 6119 members 
Entering Unmasked Estep 
Score: -1600482.000000 Penalty: 3067.723145
	Iteration 13Q: 3 clusters Score -1600482 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6453 members 
Mstep: Class 2 contains 6118 members 
Entering Unmasked Estep 
Score: -1600568.000000 Penalty: 3067.723145
	Iteration 14Q: 3 clusters Score -1600568 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6438 members 
Mstep: Class 2 contains 6133 members 
Entering Unmasked Estep 
Score: -1600651.875000 Penalty: 3067.723145
	Iteration 15Q: 3 clusters Score -1600652 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6390 members 
Mstep: Class 2 contains 6181 members 
Entering Unmasked Estep 
Score: -1600731.000000 Penalty: 3067.723145
	Iteration 16Q: 3 clusters Score -1600731 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6382 members 
Mstep: Class 2 contains 6189 members 
Entering Unmasked Estep 
Score: -1600807.125000 Penalty: 3067.723145
	Iteration 17Q: 3 clusters Score -1600807 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6391 members 
Mstep: Class 2 contains 6180 members 
Entering Unmasked Estep 
Score: -1600863.875000 Penalty: 3067.723145
	Iteration 18Q: 3 clusters Score -1600864 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6373 members 
Mstep: Class 2 contains 6198 members 
Entering Unmasked Estep 
Score: -1600916.875000 Penalty: 3067.723145
	Iteration 19Q: 3 clusters Score -1600917 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6343 members 
Mstep: Class 2 contains 6228 members 
Entering Unmasked Estep 
Score: -1600957.625000 Penalty: 3067.723145
	Iteration 20F: 3 clusters Score -1600958 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6316 members 
Mstep: Class 2 contains 6255 members 
Entering Unmasked Estep 
Score: -1600994.500000 Penalty: 3067.723145
	Iteration 21Q: 3 clusters Score -1600994 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6279 members 
Mstep: Class 2 contains 6292 members 
Entering Unmasked Estep 
Score: -1601017.875000 Penalty: 3067.723145
	Iteration 22Q: 3 clusters Score -1601018 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6240 members 
Mstep: Class 2 contains 6331 members 
Entering Unmasked Estep 
Score: -1601035.000000 Penalty: 3067.723145
	Iteration 23Q: 3 clusters Score -1601035 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6199 members 
Mstep: Class 2 contains 6372 members 
Entering Unmasked Estep 
Score: -1601059.250000 Penalty: 3067.723145
	Iteration 24Q: 3 clusters Score -1601059 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6164 members 
Mstep: Class 2 contains 6407 members 
Entering Unmasked Estep 
Score: -1601069.000000 Penalty: 3067.723145
	Iteration 25Q: 3 clusters Score -1601069 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6123 members 
Mstep: Class 2 contains 6448 members 
Entering Unmasked Estep 
Score: -1601080.000000 Penalty: 3067.723145
	Iteration 26Q: 3 clusters Score -1601080 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6102 members 
Mstep: Class 2 contains 6469 members 
Entering Unmasked Estep 
Score: -1601080.625000 Penalty: 3067.723145
	Iteration 27Q: 3 clusters Score -1601081 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6076 members 
Mstep: Class 2 contains 6495 members 
Entering Unmasked Estep 
Score: -1601083.750000 Penalty: 3067.723145
	Iteration 28Q: 3 clusters Score -1601084 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6052 members 
Mstep: Class 2 contains 6519 members 
Entering Unmasked Estep 
Score: -1601090.625000 Penalty: 3067.723145
	Iteration 29Q: 3 clusters Score -1601091 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6029 members 
Mstep: Class 2 contains 6542 members 
Entering Unmasked Estep 
Score: -1601097.000000 Penalty: 3067.723145
	Iteration 30Q: 3 clusters Score -1601097 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6003 members 
Mstep: Class 2 contains 6568 members 
Entering Unmasked Estep 
Score: -1601105.250000 Penalty: 3067.723145
	Iteration 31Q: 3 clusters Score -1601105 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5979 members 
Mstep: Class 2 contains 6592 members 
Entering Unmasked Estep 
Score: -1601108.000000 Penalty: 3067.723145
	Iteration 32Q: 3 clusters Score -1601108 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5961 members 
Mstep: Class 2 contains 6610 members 
Entering Unmasked Estep 
Score: -1601109.500000 Penalty: 3067.723145
	Iteration 33Q: 3 clusters Score -1601110 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5942 members 
Mstep: Class 2 contains 6629 members 
Entering Unmasked Estep 
Score: -1601117.125000 Penalty: 3067.723145
	Iteration 34Q: 3 clusters Score -1601117 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5916 members 
Mstep: Class 2 contains 6655 members 
Entering Unmasked Estep 
Score: -1601122.250000 Penalty: 3067.723145
	Iteration 35Q: 3 clusters Score -1601122 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5900 members 
Mstep: Class 2 contains 6671 members 
Entering Unmasked Estep 
Score: -1601124.625000 Penalty: 3067.723145
	Iteration 36Q: 3 clusters Score -1601125 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5867 members 
Mstep: Class 2 contains 6704 members 
Entering Unmasked Estep 
Score: -1601135.875000 Penalty: 3067.723145
	Iteration 37Q: 3 clusters Score -1601136 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5822 members 
Mstep: Class 2 contains 6749 members 
Entering Unmasked Estep 
Score: -1601148.625000 Penalty: 3067.723145
	Iteration 38Q: 3 clusters Score -1601149 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5782 members 
Mstep: Class 2 contains 6789 members 
Entering Unmasked Estep 
Score: -1601162.750000 Penalty: 3067.723145
	Iteration 39Q: 3 clusters Score -1601163 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5745 members 
Mstep: Class 2 contains 6826 members 
Entering Unmasked Estep 
Score: -1601178.125000 Penalty: 3067.723145
	Iteration 40F: 3 clusters Score -1601178 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5705 members 
Mstep: Class 2 contains 6866 members 
Entering Unmasked Estep 
Score: -1601188.500000 Penalty: 3067.723145
	Iteration 41Q: 3 clusters Score -1601188 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5660 members 
Mstep: Class 2 contains 6911 members 
Entering Unmasked Estep 
Score: -1601210.125000 Penalty: 3067.723145
	Iteration 42Q: 3 clusters Score -1601210 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5607 members 
Mstep: Class 2 contains 6964 members 
Entering Unmasked Estep 
Score: -1601226.000000 Penalty: 3067.723145
	Iteration 43Q: 3 clusters Score -1601226 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5561 members 
Mstep: Class 2 contains 7010 members 
Entering Unmasked Estep 
Score: -1601242.125000 Penalty: 3067.723145
	Iteration 44Q: 3 clusters Score -1601242 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 7070 members 
Entering Unmasked Estep 
Score: -1601260.500000 Penalty: 3067.723145
	Iteration 45Q: 3 clusters Score -1601260 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5454 members 
Mstep: Class 2 contains 7117 members 
Entering Unmasked Estep 
Score: -1601274.125000 Penalty: 3067.723145
	Iteration 46Q: 3 clusters Score -1601274 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5409 members 
Mstep: Class 2 contains 7162 members 
Entering Unmasked Estep 
Score: -1601286.625000 Penalty: 3067.723145
	Iteration 47Q: 3 clusters Score -1601287 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5369 members 
Mstep: Class 2 contains 7202 members 
Entering Unmasked Estep 
Score: -1601298.875000 Penalty: 3067.723145
	Iteration 48Q: 3 clusters Score -1601299 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5315 members 
Mstep: Class 2 contains 7256 members 
Entering Unmasked Estep 
Score: -1601306.500000 Penalty: 3067.723145
	Iteration 49Q: 3 clusters Score -1601306 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 7304 members 
Entering Unmasked Estep 
Score: -1601320.500000 Penalty: 3067.723145
	Iteration 50Q: 3 clusters Score -1601320 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5227 members 
Mstep: Class 2 contains 7344 members 
Entering Unmasked Estep 
Score: -1601332.500000 Penalty: 3067.723145
	Iteration 51Q: 3 clusters Score -1601332 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 7383 members 
Entering Unmasked Estep 
Score: -1601328.750000 Penalty: 3067.723145
	Iteration 52Q: 3 clusters Score -1601329 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 7414 members 
Entering Unmasked Estep 
Score: -1601344.750000 Penalty: 3067.723145
	Iteration 53Q: 3 clusters Score -1601345 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 7456 members 
Entering Unmasked Estep 
Score: -1601352.750000 Penalty: 3067.723145
	Iteration 54Q: 3 clusters Score -1601353 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 7497 members 
Entering Unmasked Estep 
Score: -1601355.625000 Penalty: 3067.723145
	Iteration 55Q: 3 clusters Score -1601356 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 7525 members 
Entering Unmasked Estep 
Score: -1601366.375000 Penalty: 3067.723145
	Iteration 56Q: 3 clusters Score -1601366 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 7543 members 
Entering Unmasked Estep 
Score: -1601365.000000 Penalty: 3067.723145
	Iteration 57Q: 3 clusters Score -1601365 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 7551 members 
Entering Unmasked Estep 
Score: -1601363.125000 Penalty: 3067.723145
	Iteration 58Q: 3 clusters Score -1601363 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 7564 members 
Entering Unmasked Estep 
Score: -1601365.250000 Penalty: 3067.723145
	Iteration 59Q: 3 clusters Score -1601365 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 7580 members 
Entering Unmasked Estep 
Score: -1601364.125000 Penalty: 3067.723145
	Iteration 60F: 3 clusters Score -1601364 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 7594 members 
Entering Unmasked Estep 
Score: -1601369.875000 Penalty: 3067.723145
	Iteration 61Q: 3 clusters Score -1601370 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 7610 members 
Entering Unmasked Estep 
Score: -1601371.000000 Penalty: 3067.723145
	Iteration 62Q: 3 clusters Score -1601371 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 7621 members 
Entering Unmasked Estep 
Score: -1601374.250000 Penalty: 3067.723145
	Iteration 63Q: 3 clusters Score -1601374 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 7631 members 
Entering Unmasked Estep 
Score: -1601374.500000 Penalty: 3067.723145
	Iteration 64Q: 3 clusters Score -1601374 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 7637 members 
Entering Unmasked Estep 
Score: -1601374.875000 Penalty: 3067.723145
	Iteration 65Q: 3 clusters Score -1601375 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 7638 members 
Entering Unmasked Estep 
Score: -1601374.500000 Penalty: 3067.723145
	Iteration 66Q: 3 clusters Score -1601374 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 7641 members 
Entering Unmasked Estep 
Score: -1601377.500000 Penalty: 3067.723145
	Iteration 67Q: 3 clusters Score -1601378 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4926 members 
Mstep: Class 2 contains 7645 members 
Entering Unmasked Estep 
Score: -1601376.625000 Penalty: 3067.723145
	Iteration 68Q: 3 clusters Score -1601377 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 7647 members 
Entering Unmasked Estep 
Score: -1601376.250000 Penalty: 3067.723145
	Iteration 69Q: 3 clusters Score -1601376 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 7647 members 
Entering Unmasked Estep 
Score: -1601376.250000 Penalty: 3067.723145
	Iteration 70F: 3 clusters Score -1601376 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (13691 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13691 members 
Entering Unmasked Estep 
Score: -1737496.875000 Penalty: 1547.730347
	Iteration 0F: 2 clusters Score -1737497 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6832 members 
Mstep: Class 2 contains 6859 members 
Entering Unmasked Estep 
Score: -1727981.125000 Penalty: 3095.460693
	Iteration 0F: 3 clusters Score -1727981 nChanged 6072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6646 members 
Mstep: Class 2 contains 7045 members 
Entering Unmasked Estep 
Score: -1731240.000000 Penalty: 3095.460693
	Iteration 1F: 3 clusters Score -1731240 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6598 members 
Mstep: Class 2 contains 7093 members 
Entering Unmasked Estep 
Score: -1731484.000000 Penalty: 3095.460693
	Iteration 2F: 3 clusters Score -1731484 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6573 members 
Mstep: Class 2 contains 7118 members 
Entering Unmasked Estep 
Score: -1731738.750000 Penalty: 3095.460693
	Iteration 3Q: 3 clusters Score -1731739 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6536 members 
Mstep: Class 2 contains 7155 members 
Entering Unmasked Estep 
Score: -1731954.500000 Penalty: 3095.460693
	Iteration 4Q: 3 clusters Score -1731954 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6513 members 
Mstep: Class 2 contains 7178 members 
Entering Unmasked Estep 
Score: -1732157.375000 Penalty: 3095.460693
	Iteration 5Q: 3 clusters Score -1732157 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6499 members 
Mstep: Class 2 contains 7192 members 
Entering Unmasked Estep 
Score: -1732372.000000 Penalty: 3095.460693
	Iteration 6Q: 3 clusters Score -1732372 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6468 members 
Mstep: Class 2 contains 7223 members 
Entering Unmasked Estep 
Score: -1732581.625000 Penalty: 3095.460693
	Iteration 7Q: 3 clusters Score -1732582 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6418 members 
Mstep: Class 2 contains 7273 members 
Entering Unmasked Estep 
Score: -1732792.750000 Penalty: 3095.460693
	Iteration 8Q: 3 clusters Score -1732793 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6398 members 
Mstep: Class 2 contains 7293 members 
Entering Unmasked Estep 
Score: -1732978.750000 Penalty: 3095.460693
	Iteration 9Q: 3 clusters Score -1732979 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6383 members 
Mstep: Class 2 contains 7308 members 
Entering Unmasked Estep 
Score: -1733135.375000 Penalty: 3095.460693
	Iteration 10Q: 3 clusters Score -1733135 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6396 members 
Mstep: Class 2 contains 7295 members 
Entering Unmasked Estep 
Score: -1733299.250000 Penalty: 3095.460693
	Iteration 11Q: 3 clusters Score -1733299 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6428 members 
Mstep: Class 2 contains 7263 members 
Entering Unmasked Estep 
Score: -1733486.625000 Penalty: 3095.460693
	Iteration 12Q: 3 clusters Score -1733487 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6479 members 
Mstep: Class 2 contains 7212 members 
Entering Unmasked Estep 
Score: -1733705.500000 Penalty: 3095.460693
	Iteration 13Q: 3 clusters Score -1733706 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6564 members 
Mstep: Class 2 contains 7127 members 
Entering Unmasked Estep 
Score: -1733955.625000 Penalty: 3095.460693
	Iteration 14Q: 3 clusters Score -1733956 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6666 members 
Mstep: Class 2 contains 7025 members 
Entering Unmasked Estep 
Score: -1734214.375000 Penalty: 3095.460693
	Iteration 15Q: 3 clusters Score -1734214 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6750 members 
Mstep: Class 2 contains 6941 members 
Entering Unmasked Estep 
Score: -1734433.250000 Penalty: 3095.460693
	Iteration 16Q: 3 clusters Score -1734433 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6759 members 
Mstep: Class 2 contains 6932 members 
Entering Unmasked Estep 
Score: -1734586.750000 Penalty: 3095.460693
	Iteration 17Q: 3 clusters Score -1734587 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6745 members 
Mstep: Class 2 contains 6946 members 
Entering Unmasked Estep 
Score: -1734688.875000 Penalty: 3095.460693
	Iteration 18Q: 3 clusters Score -1734689 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6748 members 
Mstep: Class 2 contains 6943 members 
Entering Unmasked Estep 
Score: -1734748.500000 Penalty: 3095.460693
	Iteration 19Q: 3 clusters Score -1734748 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6754 members 
Mstep: Class 2 contains 6937 members 
Entering Unmasked Estep 
Score: -1734780.875000 Penalty: 3095.460693
	Iteration 20F: 3 clusters Score -1734781 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6742 members 
Mstep: Class 2 contains 6949 members 
Entering Unmasked Estep 
Score: -1734830.375000 Penalty: 3095.460693
	Iteration 21Q: 3 clusters Score -1734830 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6737 members 
Mstep: Class 2 contains 6954 members 
Entering Unmasked Estep 
Score: -1734880.250000 Penalty: 3095.460693
	Iteration 22Q: 3 clusters Score -1734880 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6724 members 
Mstep: Class 2 contains 6967 members 
Entering Unmasked Estep 
Score: -1734932.500000 Penalty: 3095.460693
	Iteration 23Q: 3 clusters Score -1734932 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6715 members 
Mstep: Class 2 contains 6976 members 
Entering Unmasked Estep 
Score: -1734958.375000 Penalty: 3095.460693
	Iteration 24Q: 3 clusters Score -1734958 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6694 members 
Mstep: Class 2 contains 6997 members 
Entering Unmasked Estep 
Score: -1734989.250000 Penalty: 3095.460693
	Iteration 25Q: 3 clusters Score -1734989 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6660 members 
Mstep: Class 2 contains 7031 members 
Entering Unmasked Estep 
Score: -1735010.500000 Penalty: 3095.460693
	Iteration 26Q: 3 clusters Score -1735010 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6617 members 
Mstep: Class 2 contains 7074 members 
Entering Unmasked Estep 
Score: -1735037.500000 Penalty: 3095.460693
	Iteration 27Q: 3 clusters Score -1735038 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6562 members 
Mstep: Class 2 contains 7129 members 
Entering Unmasked Estep 
Score: -1735052.750000 Penalty: 3095.460693
	Iteration 28Q: 3 clusters Score -1735053 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6500 members 
Mstep: Class 2 contains 7191 members 
Entering Unmasked Estep 
Score: -1735100.250000 Penalty: 3095.460693
	Iteration 29Q: 3 clusters Score -1735100 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6433 members 
Mstep: Class 2 contains 7258 members 
Entering Unmasked Estep 
Score: -1735133.500000 Penalty: 3095.460693
	Iteration 30Q: 3 clusters Score -1735134 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6362 members 
Mstep: Class 2 contains 7329 members 
Entering Unmasked Estep 
Score: -1735172.250000 Penalty: 3095.460693
	Iteration 31Q: 3 clusters Score -1735172 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6289 members 
Mstep: Class 2 contains 7402 members 
Entering Unmasked Estep 
Score: -1735211.750000 Penalty: 3095.460693
	Iteration 32Q: 3 clusters Score -1735212 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6223 members 
Mstep: Class 2 contains 7468 members 
Entering Unmasked Estep 
Score: -1735242.125000 Penalty: 3095.460693
	Iteration 33Q: 3 clusters Score -1735242 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6151 members 
Mstep: Class 2 contains 7540 members 
Entering Unmasked Estep 
Score: -1735272.125000 Penalty: 3095.460693
	Iteration 34Q: 3 clusters Score -1735272 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6078 members 
Mstep: Class 2 contains 7613 members 
Entering Unmasked Estep 
Score: -1735301.750000 Penalty: 3095.460693
	Iteration 35Q: 3 clusters Score -1735302 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5987 members 
Mstep: Class 2 contains 7704 members 
Entering Unmasked Estep 
Score: -1735320.375000 Penalty: 3095.460693
	Iteration 36Q: 3 clusters Score -1735320 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5902 members 
Mstep: Class 2 contains 7789 members 
Entering Unmasked Estep 
Score: -1735344.500000 Penalty: 3095.460693
	Iteration 37Q: 3 clusters Score -1735344 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5816 members 
Mstep: Class 2 contains 7875 members 
Entering Unmasked Estep 
Score: -1735375.625000 Penalty: 3095.460693
	Iteration 38Q: 3 clusters Score -1735376 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5748 members 
Mstep: Class 2 contains 7943 members 
Entering Unmasked Estep 
Score: -1735387.250000 Penalty: 3095.460693
	Iteration 39Q: 3 clusters Score -1735387 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 7997 members 
Entering Unmasked Estep 
Score: -1735399.000000 Penalty: 3095.460693
	Iteration 40F: 3 clusters Score -1735399 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5642 members 
Mstep: Class 2 contains 8049 members 
Entering Unmasked Estep 
Score: -1735409.375000 Penalty: 3095.460693
	Iteration 41Q: 3 clusters Score -1735409 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5588 members 
Mstep: Class 2 contains 8103 members 
Entering Unmasked Estep 
Score: -1735419.625000 Penalty: 3095.460693
	Iteration 42Q: 3 clusters Score -1735420 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5546 members 
Mstep: Class 2 contains 8145 members 
Entering Unmasked Estep 
Score: -1735428.875000 Penalty: 3095.460693
	Iteration 43Q: 3 clusters Score -1735429 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5502 members 
Mstep: Class 2 contains 8189 members 
Entering Unmasked Estep 
Score: -1735434.625000 Penalty: 3095.460693
	Iteration 44Q: 3 clusters Score -1735435 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 8231 members 
Entering Unmasked Estep 
Score: -1735448.000000 Penalty: 3095.460693
	Iteration 45Q: 3 clusters Score -1735448 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5417 members 
Mstep: Class 2 contains 8274 members 
Entering Unmasked Estep 
Score: -1735451.000000 Penalty: 3095.460693
	Iteration 46Q: 3 clusters Score -1735451 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5387 members 
Mstep: Class 2 contains 8304 members 
Entering Unmasked Estep 
Score: -1735457.000000 Penalty: 3095.460693
	Iteration 47Q: 3 clusters Score -1735457 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 8337 members 
Entering Unmasked Estep 
Score: -1735461.000000 Penalty: 3095.460693
	Iteration 48Q: 3 clusters Score -1735461 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 8380 members 
Entering Unmasked Estep 
Score: -1735462.125000 Penalty: 3095.460693
	Iteration 49Q: 3 clusters Score -1735462 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 8433 members 
Entering Unmasked Estep 
Score: -1735477.500000 Penalty: 3095.460693
	Iteration 50Q: 3 clusters Score -1735478 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 8487 members 
Entering Unmasked Estep 
Score: -1735486.000000 Penalty: 3095.460693
	Iteration 51Q: 3 clusters Score -1735486 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 8545 members 
Entering Unmasked Estep 
Score: -1735498.750000 Penalty: 3095.460693
	Iteration 52Q: 3 clusters Score -1735499 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 8607 members 
Entering Unmasked Estep 
Score: -1735507.625000 Penalty: 3095.460693
	Iteration 53Q: 3 clusters Score -1735508 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 8663 members 
Entering Unmasked Estep 
Score: -1735520.000000 Penalty: 3095.460693
	Iteration 54Q: 3 clusters Score -1735520 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 8716 members 
Entering Unmasked Estep 
Score: -1735525.375000 Penalty: 3095.460693
	Iteration 55Q: 3 clusters Score -1735525 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 8766 members 
Entering Unmasked Estep 
Score: -1735537.125000 Penalty: 3095.460693
	Iteration 56Q: 3 clusters Score -1735537 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 8813 members 
Entering Unmasked Estep 
Score: -1735546.875000 Penalty: 3095.460693
	Iteration 57Q: 3 clusters Score -1735547 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Mstep: Class 2 contains 8846 members 
Entering Unmasked Estep 
Score: -1735549.875000 Penalty: 3095.460693
	Iteration 58Q: 3 clusters Score -1735550 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 8878 members 
Entering Unmasked Estep 
Score: -1735555.125000 Penalty: 3095.460693
	Iteration 59Q: 3 clusters Score -1735555 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 8905 members 
Entering Unmasked Estep 
Score: -1735557.375000 Penalty: 3095.460693
	Iteration 60F: 3 clusters Score -1735557 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 8940 members 
Entering Unmasked Estep 
Score: -1735562.375000 Penalty: 3095.460693
	Iteration 61Q: 3 clusters Score -1735562 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 8976 members 
Entering Unmasked Estep 
Score: -1735567.625000 Penalty: 3095.460693
	Iteration 62Q: 3 clusters Score -1735568 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 9008 members 
Entering Unmasked Estep 
Score: -1735569.125000 Penalty: 3095.460693
	Iteration 63Q: 3 clusters Score -1735569 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 9055 members 
Entering Unmasked Estep 
Score: -1735582.000000 Penalty: 3095.460693
	Iteration 64Q: 3 clusters Score -1735582 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 9094 members 
Entering Unmasked Estep 
Score: -1735582.625000 Penalty: 3095.460693
	Iteration 65Q: 3 clusters Score -1735583 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 9125 members 
Entering Unmasked Estep 
Score: -1735592.125000 Penalty: 3095.460693
	Iteration 66Q: 3 clusters Score -1735592 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 9157 members 
Entering Unmasked Estep 
Score: -1735590.500000 Penalty: 3095.460693
	Iteration 67Q: 3 clusters Score -1735590 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 9182 members 
Entering Unmasked Estep 
Score: -1735592.000000 Penalty: 3095.460693
	Iteration 68Q: 3 clusters Score -1735592 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 9200 members 
Entering Unmasked Estep 
Score: -1735598.250000 Penalty: 3095.460693
	Iteration 69Q: 3 clusters Score -1735598 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 9225 members 
Entering Unmasked Estep 
Score: -1735600.000000 Penalty: 3095.460693
	Iteration 70Q: 3 clusters Score -1735600 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 9253 members 
Entering Unmasked Estep 
Score: -1735607.625000 Penalty: 3095.460693
	Iteration 71Q: 3 clusters Score -1735608 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 9284 members 
Entering Unmasked Estep 
Score: -1735608.750000 Penalty: 3095.460693
	Iteration 72Q: 3 clusters Score -1735609 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 9313 members 
Entering Unmasked Estep 
Score: -1735613.875000 Penalty: 3095.460693
	Iteration 73Q: 3 clusters Score -1735614 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 9334 members 
Entering Unmasked Estep 
Score: -1735614.750000 Penalty: 3095.460693
	Iteration 74Q: 3 clusters Score -1735615 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 9360 members 
Entering Unmasked Estep 
Score: -1735620.500000 Penalty: 3095.460693
	Iteration 75Q: 3 clusters Score -1735620 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 9382 members 
Entering Unmasked Estep 
Score: -1735622.875000 Penalty: 3095.460693
	Iteration 76Q: 3 clusters Score -1735623 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 9404 members 
Entering Unmasked Estep 
Score: -1735625.625000 Penalty: 3095.460693
	Iteration 77Q: 3 clusters Score -1735626 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 9419 members 
Entering Unmasked Estep 
Score: -1735625.125000 Penalty: 3095.460693
	Iteration 78Q: 3 clusters Score -1735625 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 9430 members 
Entering Unmasked Estep 
Score: -1735623.000000 Penalty: 3095.460693
	Iteration 79Q: 3 clusters Score -1735623 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 9449 members 
Entering Unmasked Estep 
Score: -1735628.000000 Penalty: 3095.460693
	Iteration 80F: 3 clusters Score -1735628 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 9466 members 
Entering Unmasked Estep 
Score: -1735630.625000 Penalty: 3095.460693
	Iteration 81Q: 3 clusters Score -1735631 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 9475 members 
Entering Unmasked Estep 
Score: -1735631.625000 Penalty: 3095.460693
	Iteration 82Q: 3 clusters Score -1735632 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 9487 members 
Entering Unmasked Estep 
Score: -1735635.625000 Penalty: 3095.460693
	Iteration 83Q: 3 clusters Score -1735636 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 9500 members 
Entering Unmasked Estep 
Score: -1735634.000000 Penalty: 3095.460693
	Iteration 84Q: 3 clusters Score -1735634 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 9506 members 
Entering Unmasked Estep 
Score: -1735637.125000 Penalty: 3095.460693
	Iteration 85Q: 3 clusters Score -1735637 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 9514 members 
Entering Unmasked Estep 
Score: -1735638.000000 Penalty: 3095.460693
	Iteration 86Q: 3 clusters Score -1735638 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 9518 members 
Entering Unmasked Estep 
Score: -1735638.750000 Penalty: 3095.460693
	Iteration 87Q: 3 clusters Score -1735639 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 9520 members 
Entering Unmasked Estep 
Score: -1735640.375000 Penalty: 3095.460693
	Iteration 88Q: 3 clusters Score -1735640 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 9522 members 
Entering Unmasked Estep 
Score: -1735641.125000 Penalty: 3095.460693
	Iteration 89Q: 3 clusters Score -1735641 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 9527 members 
Entering Unmasked Estep 
Score: -1735640.500000 Penalty: 3095.460693
	Iteration 90Q: 3 clusters Score -1735640 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 9535 members 
Entering Unmasked Estep 
Score: -1735640.250000 Penalty: 3095.460693
	Iteration 91Q: 3 clusters Score -1735640 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 9544 members 
Entering Unmasked Estep 
Score: -1735638.500000 Penalty: 3095.460693
	Iteration 92Q: 3 clusters Score -1735638 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 9550 members 
Entering Unmasked Estep 
Score: -1735642.375000 Penalty: 3095.460693
	Iteration 93Q: 3 clusters Score -1735642 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 9558 members 
Entering Unmasked Estep 
Score: -1735634.625000 Penalty: 3095.460693
	Iteration 94Q: 3 clusters Score -1735635 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 9564 members 
Entering Unmasked Estep 
Score: -1735639.125000 Penalty: 3095.460693
	Iteration 95Q: 3 clusters Score -1735639 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 9571 members 
Entering Unmasked Estep 
Score: -1735642.625000 Penalty: 3095.460693
	Iteration 96Q: 3 clusters Score -1735643 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 9576 members 
Entering Unmasked Estep 
Score: -1735646.875000 Penalty: 3095.460693
	Iteration 97Q: 3 clusters Score -1735647 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 9581 members 
Entering Unmasked Estep 
Score: -1735645.375000 Penalty: 3095.460693
	Iteration 98Q: 3 clusters Score -1735645 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 9585 members 
Entering Unmasked Estep 
Score: -1735645.125000 Penalty: 3095.460693
	Iteration 99Q: 3 clusters Score -1735645 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 9587 members 
Entering Unmasked Estep 
Score: -1735643.500000 Penalty: 3095.460693
	Iteration 100F: 3 clusters Score -1735644 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 9591 members 
Entering Unmasked Estep 
Score: -1735643.250000 Penalty: 3095.460693
	Iteration 101Q: 3 clusters Score -1735643 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 9597 members 
Entering Unmasked Estep 
Score: -1735642.625000 Penalty: 3095.460693
	Iteration 102Q: 3 clusters Score -1735643 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 9602 members 
Entering Unmasked Estep 
Score: -1735643.625000 Penalty: 3095.460693
	Iteration 103Q: 3 clusters Score -1735644 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 9604 members 
Entering Unmasked Estep 
Score: -1735649.000000 Penalty: 3095.460693
	Iteration 104Q: 3 clusters Score -1735649 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 9605 members 
Entering Unmasked Estep 
Score: -1735647.750000 Penalty: 3095.460693
	Iteration 105Q: 3 clusters Score -1735648 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 9606 members 
Entering Unmasked Estep 
Score: -1735648.125000 Penalty: 3095.460693
	Iteration 106Q: 3 clusters Score -1735648 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 9607 members 
Entering Unmasked Estep 
Score: -1735648.250000 Penalty: 3095.460693
	Iteration 107Q: 3 clusters Score -1735648 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 9607 members 
Entering Unmasked Estep 
Score: -1735648.250000 Penalty: 3095.460693
	Iteration 108F: 3 clusters Score -1735648 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (8162 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8162 members 
Entering Unmasked Estep 
Score: -1029825.437500 Penalty: 1463.677124
	Iteration 0F: 2 clusters Score -1029825 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -1023847.500000 Penalty: 2927.354248
	Iteration 0F: 3 clusters Score -1023848 nChanged 3467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -1025889.187500 Penalty: 2927.354248
	Iteration 1F: 3 clusters Score -1025889 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -1026309.437500 Penalty: 2927.354248
	Iteration 2F: 3 clusters Score -1026309 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -1026661.625000 Penalty: 2927.354248
	Iteration 3F: 3 clusters Score -1026662 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -1027001.750000 Penalty: 2927.354248
	Iteration 4F: 3 clusters Score -1027002 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -1027353.750000 Penalty: 2927.354248
	Iteration 5F: 3 clusters Score -1027354 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -1027598.000000 Penalty: 2927.354248
	Iteration 6F: 3 clusters Score -1027598 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -1027766.375000 Penalty: 2927.354248
	Iteration 7Q: 3 clusters Score -1027766 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -1027884.625000 Penalty: 2927.354248
	Iteration 8Q: 3 clusters Score -1027885 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -1027963.750000 Penalty: 2927.354248
	Iteration 9Q: 3 clusters Score -1027964 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -1028008.750000 Penalty: 2927.354248
	Iteration 10Q: 3 clusters Score -1028009 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
Score: -1028048.500000 Penalty: 2927.354248
	Iteration 11Q: 3 clusters Score -1028048 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 4956 members 
Entering Unmasked Estep 
Score: -1028069.500000 Penalty: 2927.354248
	Iteration 12Q: 3 clusters Score -1028070 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -1028088.312500 Penalty: 2927.354248
	Iteration 13Q: 3 clusters Score -1028088 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 5012 members 
Entering Unmasked Estep 
Score: -1028099.062500 Penalty: 2927.354248
	Iteration 14Q: 3 clusters Score -1028099 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 5038 members 
Entering Unmasked Estep 
Score: -1028110.000000 Penalty: 2927.354248
	Iteration 15Q: 3 clusters Score -1028110 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 5061 members 
Entering Unmasked Estep 
Score: -1028116.187500 Penalty: 2927.354248
	Iteration 16Q: 3 clusters Score -1028116 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 5077 members 
Entering Unmasked Estep 
Score: -1028117.937500 Penalty: 2927.354248
	Iteration 17Q: 3 clusters Score -1028118 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 5096 members 
Entering Unmasked Estep 
Score: -1028125.187500 Penalty: 2927.354248
	Iteration 18Q: 3 clusters Score -1028125 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -1028129.187500 Penalty: 2927.354248
	Iteration 19Q: 3 clusters Score -1028129 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 5108 members 
Entering Unmasked Estep 
Score: -1028130.437500 Penalty: 2927.354248
	Iteration 20F: 3 clusters Score -1028130 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -1028128.500000 Penalty: 2927.354248
	Iteration 21Q: 3 clusters Score -1028128 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -1028133.562500 Penalty: 2927.354248
	Iteration 22Q: 3 clusters Score -1028134 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 5138 members 
Entering Unmasked Estep 
Score: -1028134.562500 Penalty: 2927.354248
	Iteration 23Q: 3 clusters Score -1028135 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 5142 members 
Entering Unmasked Estep 
Score: -1028136.000000 Penalty: 2927.354248
	Iteration 24Q: 3 clusters Score -1028136 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
Score: -1028136.062500 Penalty: 2927.354248
	Iteration 25Q: 3 clusters Score -1028136 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 5155 members 
Entering Unmasked Estep 
Score: -1028138.687500 Penalty: 2927.354248
	Iteration 26Q: 3 clusters Score -1028139 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 5160 members 
Entering Unmasked Estep 
Score: -1028139.062500 Penalty: 2927.354248
	Iteration 27Q: 3 clusters Score -1028139 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 5163 members 
Entering Unmasked Estep 
Score: -1028142.687500 Penalty: 2927.354248
	Iteration 28Q: 3 clusters Score -1028143 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 5166 members 
Entering Unmasked Estep 
Score: -1028143.687500 Penalty: 2927.354248
	Iteration 29Q: 3 clusters Score -1028144 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 5173 members 
Entering Unmasked Estep 
Score: -1028145.250000 Penalty: 2927.354248
	Iteration 30Q: 3 clusters Score -1028145 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 5182 members 
Entering Unmasked Estep 
Score: -1028148.562500 Penalty: 2927.354248
	Iteration 31Q: 3 clusters Score -1028149 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 5197 members 
Entering Unmasked Estep 
Score: -1028149.625000 Penalty: 2927.354248
	Iteration 32Q: 3 clusters Score -1028150 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 5204 members 
Entering Unmasked Estep 
Score: -1028150.000000 Penalty: 2927.354248
	Iteration 33Q: 3 clusters Score -1028150 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -1028152.500000 Penalty: 2927.354248
	Iteration 34Q: 3 clusters Score -1028152 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 5217 members 
Entering Unmasked Estep 
Score: -1028154.687500 Penalty: 2927.354248
	Iteration 35Q: 3 clusters Score -1028155 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 5221 members 
Entering Unmasked Estep 
Score: -1028155.687500 Penalty: 2927.354248
	Iteration 36Q: 3 clusters Score -1028156 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 5224 members 
Entering Unmasked Estep 
Score: -1028153.625000 Penalty: 2927.354248
	Iteration 37Q: 3 clusters Score -1028154 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -1028155.125000 Penalty: 2927.354248
	Iteration 38Q: 3 clusters Score -1028155 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 5239 members 
Entering Unmasked Estep 
Score: -1028155.062500 Penalty: 2927.354248
	Iteration 39Q: 3 clusters Score -1028155 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 5244 members 
Entering Unmasked Estep 
Score: -1028156.562500 Penalty: 2927.354248
	Iteration 40F: 3 clusters Score -1028157 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 5252 members 
Entering Unmasked Estep 
Score: -1028157.000000 Penalty: 2927.354248
	Iteration 41Q: 3 clusters Score -1028157 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 5256 members 
Entering Unmasked Estep 
Score: -1028159.000000 Penalty: 2927.354248
	Iteration 42Q: 3 clusters Score -1028159 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 5259 members 
Entering Unmasked Estep 
Score: -1028159.125000 Penalty: 2927.354248
	Iteration 43Q: 3 clusters Score -1028159 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 5265 members 
Entering Unmasked Estep 
Score: -1028158.937500 Penalty: 2927.354248
	Iteration 44Q: 3 clusters Score -1028159 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 5266 members 
Entering Unmasked Estep 
Score: -1028162.875000 Penalty: 2927.354248
	Iteration 45Q: 3 clusters Score -1028163 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 5274 members 
Entering Unmasked Estep 
Score: -1028163.875000 Penalty: 2927.354248
	Iteration 46Q: 3 clusters Score -1028164 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 5279 members 
Entering Unmasked Estep 
Score: -1028164.625000 Penalty: 2927.354248
	Iteration 47Q: 3 clusters Score -1028165 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 5291 members 
Entering Unmasked Estep 
Score: -1028168.937500 Penalty: 2927.354248
	Iteration 48Q: 3 clusters Score -1028169 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 5304 members 
Entering Unmasked Estep 
Score: -1028169.250000 Penalty: 2927.354248
	Iteration 49Q: 3 clusters Score -1028169 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 5322 members 
Entering Unmasked Estep 
Score: -1028172.312500 Penalty: 2927.354248
	Iteration 50Q: 3 clusters Score -1028172 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 5334 members 
Entering Unmasked Estep 
Score: -1028174.375000 Penalty: 2927.354248
	Iteration 51Q: 3 clusters Score -1028174 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 5343 members 
Entering Unmasked Estep 
Score: -1028176.812500 Penalty: 2927.354248
	Iteration 52Q: 3 clusters Score -1028177 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 5359 members 
Entering Unmasked Estep 
Score: -1028179.000000 Penalty: 2927.354248
	Iteration 53Q: 3 clusters Score -1028179 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 5376 members 
Entering Unmasked Estep 
Score: -1028181.937500 Penalty: 2927.354248
	Iteration 54Q: 3 clusters Score -1028182 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 5399 members 
Entering Unmasked Estep 
Score: -1028184.687500 Penalty: 2927.354248
	Iteration 55Q: 3 clusters Score -1028185 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 5420 members 
Entering Unmasked Estep 
Score: -1028193.125000 Penalty: 2927.354248
	Iteration 56Q: 3 clusters Score -1028193 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 5443 members 
Entering Unmasked Estep 
Score: -1028195.500000 Penalty: 2927.354248
	Iteration 57Q: 3 clusters Score -1028196 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 5464 members 
Entering Unmasked Estep 
Score: -1028198.187500 Penalty: 2927.354248
	Iteration 58Q: 3 clusters Score -1028198 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 5481 members 
Entering Unmasked Estep 
Score: -1028200.375000 Penalty: 2927.354248
	Iteration 59Q: 3 clusters Score -1028200 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 5497 members 
Entering Unmasked Estep 
Score: -1028205.875000 Penalty: 2927.354248
	Iteration 60F: 3 clusters Score -1028206 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 5511 members 
Entering Unmasked Estep 
Score: -1028206.437500 Penalty: 2927.354248
	Iteration 61Q: 3 clusters Score -1028206 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 5524 members 
Entering Unmasked Estep 
Score: -1028207.312500 Penalty: 2927.354248
	Iteration 62Q: 3 clusters Score -1028207 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 5536 members 
Entering Unmasked Estep 
Score: -1028207.625000 Penalty: 2927.354248
	Iteration 63Q: 3 clusters Score -1028208 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 5550 members 
Entering Unmasked Estep 
Score: -1028210.500000 Penalty: 2927.354248
	Iteration 64Q: 3 clusters Score -1028210 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 5564 members 
Entering Unmasked Estep 
Score: -1028212.875000 Penalty: 2927.354248
	Iteration 65Q: 3 clusters Score -1028213 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 5572 members 
Entering Unmasked Estep 
Score: -1028214.812500 Penalty: 2927.354248
	Iteration 66Q: 3 clusters Score -1028215 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 5582 members 
Entering Unmasked Estep 
Score: -1028216.437500 Penalty: 2927.354248
	Iteration 67Q: 3 clusters Score -1028216 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 5590 members 
Entering Unmasked Estep 
Score: -1028215.062500 Penalty: 2927.354248
	Iteration 68Q: 3 clusters Score -1028215 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 5596 members 
Entering Unmasked Estep 
Score: -1028218.625000 Penalty: 2927.354248
	Iteration 69Q: 3 clusters Score -1028219 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 5600 members 
Entering Unmasked Estep 
Score: -1028218.062500 Penalty: 2927.354248
	Iteration 70Q: 3 clusters Score -1028218 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 5606 members 
Entering Unmasked Estep 
Score: -1028218.187500 Penalty: 2927.354248
	Iteration 71Q: 3 clusters Score -1028218 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 5610 members 
Entering Unmasked Estep 
Score: -1028218.875000 Penalty: 2927.354248
	Iteration 72Q: 3 clusters Score -1028219 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 5611 members 
Entering Unmasked Estep 
Score: -1028219.125000 Penalty: 2927.354248
	Iteration 73Q: 3 clusters Score -1028219 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 5613 members 
Entering Unmasked Estep 
Score: -1028220.187500 Penalty: 2927.354248
	Iteration 74Q: 3 clusters Score -1028220 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 5614 members 
Entering Unmasked Estep 
Score: -1028219.562500 Penalty: 2927.354248
	Iteration 75Q: 3 clusters Score -1028220 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 5615 members 
Entering Unmasked Estep 
Score: -1028220.000000 Penalty: 2927.354248
	Iteration 76Q: 3 clusters Score -1028220 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 5619 members 
Entering Unmasked Estep 
Score: -1028221.625000 Penalty: 2927.354248
	Iteration 77Q: 3 clusters Score -1028222 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 5625 members 
Entering Unmasked Estep 
Score: -1028219.937500 Penalty: 2927.354248
	Iteration 78Q: 3 clusters Score -1028220 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 5636 members 
Entering Unmasked Estep 
Score: -1028222.437500 Penalty: 2927.354248
	Iteration 79Q: 3 clusters Score -1028222 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 5642 members 
Entering Unmasked Estep 
Score: -1028222.562500 Penalty: 2927.354248
	Iteration 80F: 3 clusters Score -1028223 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 5651 members 
Entering Unmasked Estep 
Score: -1028225.875000 Penalty: 2927.354248
	Iteration 81Q: 3 clusters Score -1028226 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 5656 members 
Entering Unmasked Estep 
Score: -1028225.687500 Penalty: 2927.354248
	Iteration 82Q: 3 clusters Score -1028226 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 5664 members 
Entering Unmasked Estep 
Score: -1028227.687500 Penalty: 2927.354248
	Iteration 83Q: 3 clusters Score -1028228 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 5681 members 
Entering Unmasked Estep 
Score: -1028227.812500 Penalty: 2927.354248
	Iteration 84Q: 3 clusters Score -1028228 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 5696 members 
Entering Unmasked Estep 
Score: -1028234.000000 Penalty: 2927.354248
	Iteration 85Q: 3 clusters Score -1028234 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 5713 members 
Entering Unmasked Estep 
Score: -1028234.125000 Penalty: 2927.354248
	Iteration 86Q: 3 clusters Score -1028234 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 5726 members 
Entering Unmasked Estep 
Score: -1028239.375000 Penalty: 2927.354248
	Iteration 87Q: 3 clusters Score -1028239 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 5742 members 
Entering Unmasked Estep 
Score: -1028241.312500 Penalty: 2927.354248
	Iteration 88Q: 3 clusters Score -1028241 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 5762 members 
Entering Unmasked Estep 
Score: -1028247.625000 Penalty: 2927.354248
	Iteration 89Q: 3 clusters Score -1028248 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 5784 members 
Entering Unmasked Estep 
Score: -1028255.375000 Penalty: 2927.354248
	Iteration 90Q: 3 clusters Score -1028255 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 5812 members 
Entering Unmasked Estep 
Score: -1028257.312500 Penalty: 2927.354248
	Iteration 91Q: 3 clusters Score -1028257 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 5833 members 
Entering Unmasked Estep 
Score: -1028267.312500 Penalty: 2927.354248
	Iteration 92Q: 3 clusters Score -1028267 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 5860 members 
Entering Unmasked Estep 
Score: -1028273.375000 Penalty: 2927.354248
	Iteration 93Q: 3 clusters Score -1028273 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 5881 members 
Entering Unmasked Estep 
Score: -1028275.500000 Penalty: 2927.354248
	Iteration 94Q: 3 clusters Score -1028276 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 5897 members 
Entering Unmasked Estep 
Score: -1028282.562500 Penalty: 2927.354248
	Iteration 95Q: 3 clusters Score -1028283 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 5913 members 
Entering Unmasked Estep 
Score: -1028285.937500 Penalty: 2927.354248
	Iteration 96Q: 3 clusters Score -1028286 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 5933 members 
Entering Unmasked Estep 
Score: -1028290.875000 Penalty: 2927.354248
	Iteration 97Q: 3 clusters Score -1028291 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 5955 members 
Entering Unmasked Estep 
Score: -1028300.750000 Penalty: 2927.354248
	Iteration 98Q: 3 clusters Score -1028301 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 5985 members 
Entering Unmasked Estep 
Score: -1028305.625000 Penalty: 2927.354248
	Iteration 99Q: 3 clusters Score -1028306 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 6015 members 
Entering Unmasked Estep 
Score: -1028315.062500 Penalty: 2927.354248
	Iteration 100F: 3 clusters Score -1028315 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 6050 members 
Entering Unmasked Estep 
Score: -1028322.312500 Penalty: 2927.354248
	Iteration 101Q: 3 clusters Score -1028322 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 6093 members 
Entering Unmasked Estep 
Score: -1028333.937500 Penalty: 2927.354248
	Iteration 102Q: 3 clusters Score -1028334 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 6128 members 
Entering Unmasked Estep 
Score: -1028343.500000 Penalty: 2927.354248
	Iteration 103Q: 3 clusters Score -1028344 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 6163 members 
Entering Unmasked Estep 
Score: -1028356.312500 Penalty: 2927.354248
	Iteration 104Q: 3 clusters Score -1028356 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 6194 members 
Entering Unmasked Estep 
Score: -1028362.875000 Penalty: 2927.354248
	Iteration 105Q: 3 clusters Score -1028363 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 6222 members 
Entering Unmasked Estep 
Score: -1028371.312500 Penalty: 2927.354248
	Iteration 106Q: 3 clusters Score -1028371 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 6248 members 
Entering Unmasked Estep 
Score: -1028377.250000 Penalty: 2927.354248
	Iteration 107Q: 3 clusters Score -1028377 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 6281 members 
Entering Unmasked Estep 
Score: -1028383.687500 Penalty: 2927.354248
	Iteration 108Q: 3 clusters Score -1028384 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 6319 members 
Entering Unmasked Estep 
Score: -1028396.937500 Penalty: 2927.354248
	Iteration 109Q: 3 clusters Score -1028397 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 6362 members 
Entering Unmasked Estep 
Score: -1028411.812500 Penalty: 2927.354248
	Iteration 110Q: 3 clusters Score -1028412 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 6407 members 
Entering Unmasked Estep 
Score: -1028425.625000 Penalty: 2927.354248
	Iteration 111Q: 3 clusters Score -1028426 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 6456 members 
Entering Unmasked Estep 
Score: -1028448.250000 Penalty: 2927.354248
	Iteration 112Q: 3 clusters Score -1028448 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 6520 members 
Entering Unmasked Estep 
Score: -1028472.812500 Penalty: 2927.354248
	Iteration 113Q: 3 clusters Score -1028473 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 6572 members 
Entering Unmasked Estep 
Score: -1028492.687500 Penalty: 2927.354248
	Iteration 114Q: 3 clusters Score -1028493 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 6624 members 
Entering Unmasked Estep 
Score: -1028511.937500 Penalty: 2927.354248
	Iteration 115Q: 3 clusters Score -1028512 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 6668 members 
Entering Unmasked Estep 
Score: -1028528.125000 Penalty: 2927.354248
	Iteration 116Q: 3 clusters Score -1028528 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 6710 members 
Entering Unmasked Estep 
Score: -1028546.375000 Penalty: 2927.354248
	Iteration 117Q: 3 clusters Score -1028546 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 6754 members 
Entering Unmasked Estep 
Score: -1028564.687500 Penalty: 2927.354248
	Iteration 118Q: 3 clusters Score -1028565 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 6801 members 
Entering Unmasked Estep 
Score: -1028581.687500 Penalty: 2927.354248
	Iteration 119Q: 3 clusters Score -1028582 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 6843 members 
Entering Unmasked Estep 
Score: -1028594.875000 Penalty: 2927.354248
	Iteration 120F: 3 clusters Score -1028595 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 6880 members 
Entering Unmasked Estep 
Score: -1028609.312500 Penalty: 2927.354248
	Iteration 121Q: 3 clusters Score -1028609 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 6910 members 
Entering Unmasked Estep 
Score: -1028621.812500 Penalty: 2927.354248
	Iteration 122Q: 3 clusters Score -1028622 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 6934 members 
Entering Unmasked Estep 
Score: -1028635.187500 Penalty: 2927.354248
	Iteration 123Q: 3 clusters Score -1028635 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 6965 members 
Entering Unmasked Estep 
Score: -1028645.000000 Penalty: 2927.354248
	Iteration 124Q: 3 clusters Score -1028645 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 6986 members 
Entering Unmasked Estep 
Score: -1028651.062500 Penalty: 2927.354248
	Iteration 125Q: 3 clusters Score -1028651 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 7015 members 
Entering Unmasked Estep 
Score: -1028663.937500 Penalty: 2927.354248
	Iteration 126Q: 3 clusters Score -1028664 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 7034 members 
Entering Unmasked Estep 
Score: -1028665.875000 Penalty: 2927.354248
	Iteration 127Q: 3 clusters Score -1028666 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 7044 members 
Entering Unmasked Estep 
Score: -1028668.000000 Penalty: 2927.354248
	Iteration 128Q: 3 clusters Score -1028668 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 7053 members 
Entering Unmasked Estep 
Score: -1028671.750000 Penalty: 2927.354248
	Iteration 129Q: 3 clusters Score -1028672 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 7056 members 
Entering Unmasked Estep 
Score: -1028671.437500 Penalty: 2927.354248
	Iteration 130Q: 3 clusters Score -1028671 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 7057 members 
Entering Unmasked Estep 
Score: -1028670.750000 Penalty: 2927.354248
	Iteration 131Q: 3 clusters Score -1028671 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 7058 members 
Entering Unmasked Estep 
Score: -1028671.937500 Penalty: 2927.354248
	Iteration 132Q: 3 clusters Score -1028672 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 7058 members 
Entering Unmasked Estep 
Score: -1028671.937500 Penalty: 2927.354248
	Iteration 133F: 3 clusters Score -1028672 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (13805 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13805 members 
Entering Unmasked Estep 
Score: -1743462.875000 Penalty: 1549.077759
	Iteration 0F: 2 clusters Score -1743463 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7009 members 
Mstep: Class 2 contains 6796 members 
Entering Unmasked Estep 
Score: -1733895.500000 Penalty: 3098.155518
	Iteration 0F: 3 clusters Score -1733896 nChanged 6096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7511 members 
Mstep: Class 2 contains 6294 members 
Entering Unmasked Estep 
Score: -1737299.125000 Penalty: 3098.155518
	Iteration 1F: 3 clusters Score -1737299 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7787 members 
Mstep: Class 2 contains 6018 members 
Entering Unmasked Estep 
Score: -1737782.750000 Penalty: 3098.155518
	Iteration 2F: 3 clusters Score -1737783 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8076 members 
Mstep: Class 2 contains 5729 members 
Entering Unmasked Estep 
Score: -1738357.250000 Penalty: 3098.155518
	Iteration 3F: 3 clusters Score -1738357 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8344 members 
Mstep: Class 2 contains 5461 members 
Entering Unmasked Estep 
Score: -1738898.625000 Penalty: 3098.155518
	Iteration 4F: 3 clusters Score -1738899 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8568 members 
Mstep: Class 2 contains 5237 members 
Entering Unmasked Estep 
Score: -1739416.875000 Penalty: 3098.155518
	Iteration 5F: 3 clusters Score -1739417 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8754 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -1739898.125000 Penalty: 3098.155518
	Iteration 6F: 3 clusters Score -1739898 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8885 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -1740313.875000 Penalty: 3098.155518
	Iteration 7Q: 3 clusters Score -1740314 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9016 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -1740689.375000 Penalty: 3098.155518
	Iteration 8Q: 3 clusters Score -1740689 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9085 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -1741004.000000 Penalty: 3098.155518
	Iteration 9Q: 3 clusters Score -1741004 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9129 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -1741242.000000 Penalty: 3098.155518
	Iteration 10Q: 3 clusters Score -1741242 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9175 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -1741407.375000 Penalty: 3098.155518
	Iteration 11Q: 3 clusters Score -1741407 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9171 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -1741508.375000 Penalty: 3098.155518
	Iteration 12Q: 3 clusters Score -1741508 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9170 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -1741583.125000 Penalty: 3098.155518
	Iteration 13Q: 3 clusters Score -1741583 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9161 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -1741634.500000 Penalty: 3098.155518
	Iteration 14Q: 3 clusters Score -1741634 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9145 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -1741676.875000 Penalty: 3098.155518
	Iteration 15Q: 3 clusters Score -1741677 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9109 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -1741707.750000 Penalty: 3098.155518
	Iteration 16Q: 3 clusters Score -1741708 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9068 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -1741743.000000 Penalty: 3098.155518
	Iteration 17Q: 3 clusters Score -1741743 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9031 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -1741767.500000 Penalty: 3098.155518
	Iteration 18Q: 3 clusters Score -1741768 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9010 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -1741788.500000 Penalty: 3098.155518
	Iteration 19Q: 3 clusters Score -1741788 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8986 members 
Mstep: Class 2 contains 4819 members 
Entering Unmasked Estep 
Score: -1741813.125000 Penalty: 3098.155518
	Iteration 20F: 3 clusters Score -1741813 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8979 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -1741823.375000 Penalty: 3098.155518
	Iteration 21Q: 3 clusters Score -1741823 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8967 members 
Mstep: Class 2 contains 4838 members 
Entering Unmasked Estep 
Score: -1741835.375000 Penalty: 3098.155518
	Iteration 22Q: 3 clusters Score -1741835 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8945 members 
Mstep: Class 2 contains 4860 members 
Entering Unmasked Estep 
Score: -1741849.625000 Penalty: 3098.155518
	Iteration 23Q: 3 clusters Score -1741850 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8925 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -1741857.125000 Penalty: 3098.155518
	Iteration 24Q: 3 clusters Score -1741857 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8910 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -1741868.875000 Penalty: 3098.155518
	Iteration 25Q: 3 clusters Score -1741869 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8882 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -1741876.250000 Penalty: 3098.155518
	Iteration 26Q: 3 clusters Score -1741876 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8860 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -1741880.750000 Penalty: 3098.155518
	Iteration 27Q: 3 clusters Score -1741881 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8842 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -1741880.625000 Penalty: 3098.155518
	Iteration 28Q: 3 clusters Score -1741881 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8820 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -1741897.625000 Penalty: 3098.155518
	Iteration 29Q: 3 clusters Score -1741898 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8799 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -1741897.250000 Penalty: 3098.155518
	Iteration 30Q: 3 clusters Score -1741897 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8779 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -1741905.750000 Penalty: 3098.155518
	Iteration 31Q: 3 clusters Score -1741906 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8765 members 
Mstep: Class 2 contains 5040 members 
Entering Unmasked Estep 
Score: -1741907.125000 Penalty: 3098.155518
	Iteration 32Q: 3 clusters Score -1741907 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8743 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -1741908.500000 Penalty: 3098.155518
	Iteration 33Q: 3 clusters Score -1741908 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8726 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
Score: -1741912.250000 Penalty: 3098.155518
	Iteration 34Q: 3 clusters Score -1741912 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8707 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -1741915.500000 Penalty: 3098.155518
	Iteration 35Q: 3 clusters Score -1741916 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8684 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -1741914.500000 Penalty: 3098.155518
	Iteration 36Q: 3 clusters Score -1741914 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8655 members 
Mstep: Class 2 contains 5150 members 
Entering Unmasked Estep 
Score: -1741926.625000 Penalty: 3098.155518
	Iteration 37Q: 3 clusters Score -1741927 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8638 members 
Mstep: Class 2 contains 5167 members 
Entering Unmasked Estep 
Score: -1741924.125000 Penalty: 3098.155518
	Iteration 38Q: 3 clusters Score -1741924 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8613 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
Score: -1741926.625000 Penalty: 3098.155518
	Iteration 39Q: 3 clusters Score -1741927 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8584 members 
Mstep: Class 2 contains 5221 members 
Entering Unmasked Estep 
Score: -1741927.125000 Penalty: 3098.155518
	Iteration 40F: 3 clusters Score -1741927 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8549 members 
Mstep: Class 2 contains 5256 members 
Entering Unmasked Estep 
Score: -1741943.375000 Penalty: 3098.155518
	Iteration 41Q: 3 clusters Score -1741943 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8524 members 
Mstep: Class 2 contains 5281 members 
Entering Unmasked Estep 
Score: -1741947.500000 Penalty: 3098.155518
	Iteration 42Q: 3 clusters Score -1741948 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8501 members 
Mstep: Class 2 contains 5304 members 
Entering Unmasked Estep 
Score: -1741950.750000 Penalty: 3098.155518
	Iteration 43Q: 3 clusters Score -1741951 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8480 members 
Mstep: Class 2 contains 5325 members 
Entering Unmasked Estep 
Score: -1741952.875000 Penalty: 3098.155518
	Iteration 44Q: 3 clusters Score -1741953 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8465 members 
Mstep: Class 2 contains 5340 members 
Entering Unmasked Estep 
Score: -1741952.750000 Penalty: 3098.155518
	Iteration 45Q: 3 clusters Score -1741953 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8451 members 
Mstep: Class 2 contains 5354 members 
Entering Unmasked Estep 
Score: -1741954.500000 Penalty: 3098.155518
	Iteration 46Q: 3 clusters Score -1741954 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8438 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -1741958.875000 Penalty: 3098.155518
	Iteration 47Q: 3 clusters Score -1741959 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8426 members 
Mstep: Class 2 contains 5379 members 
Entering Unmasked Estep 
Score: -1741960.875000 Penalty: 3098.155518
	Iteration 48Q: 3 clusters Score -1741961 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8414 members 
Mstep: Class 2 contains 5391 members 
Entering Unmasked Estep 
Score: -1741962.125000 Penalty: 3098.155518
	Iteration 49Q: 3 clusters Score -1741962 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8402 members 
Mstep: Class 2 contains 5403 members 
Entering Unmasked Estep 
Score: -1741969.250000 Penalty: 3098.155518
	Iteration 50Q: 3 clusters Score -1741969 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8396 members 
Mstep: Class 2 contains 5409 members 
Entering Unmasked Estep 
Score: -1741971.500000 Penalty: 3098.155518
	Iteration 51Q: 3 clusters Score -1741972 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8389 members 
Mstep: Class 2 contains 5416 members 
Entering Unmasked Estep 
Score: -1741970.625000 Penalty: 3098.155518
	Iteration 52Q: 3 clusters Score -1741971 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8379 members 
Mstep: Class 2 contains 5426 members 
Entering Unmasked Estep 
Score: -1741970.250000 Penalty: 3098.155518
	Iteration 53Q: 3 clusters Score -1741970 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8372 members 
Mstep: Class 2 contains 5433 members 
Entering Unmasked Estep 
Score: -1741974.500000 Penalty: 3098.155518
	Iteration 54Q: 3 clusters Score -1741974 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8372 members 
Mstep: Class 2 contains 5433 members 
Entering Unmasked Estep 
Score: -1741976.625000 Penalty: 3098.155518
	Iteration 55Q: 3 clusters Score -1741977 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8373 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
Score: -1741977.000000 Penalty: 3098.155518
	Iteration 56Q: 3 clusters Score -1741977 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8373 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
Score: -1741978.625000 Penalty: 3098.155518
	Iteration 57Q: 3 clusters Score -1741979 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8371 members 
Mstep: Class 2 contains 5434 members 
Entering Unmasked Estep 
Score: -1741976.750000 Penalty: 3098.155518
	Iteration 58Q: 3 clusters Score -1741977 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8366 members 
Mstep: Class 2 contains 5439 members 
Entering Unmasked Estep 
Score: -1741980.125000 Penalty: 3098.155518
	Iteration 59Q: 3 clusters Score -1741980 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8359 members 
Mstep: Class 2 contains 5446 members 
Entering Unmasked Estep 
Score: -1741982.250000 Penalty: 3098.155518
	Iteration 60F: 3 clusters Score -1741982 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8349 members 
Mstep: Class 2 contains 5456 members 
Entering Unmasked Estep 
Score: -1741981.500000 Penalty: 3098.155518
	Iteration 61Q: 3 clusters Score -1741982 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8342 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -1741985.625000 Penalty: 3098.155518
	Iteration 62Q: 3 clusters Score -1741986 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8339 members 
Mstep: Class 2 contains 5466 members 
Entering Unmasked Estep 
Score: -1741983.250000 Penalty: 3098.155518
	Iteration 63Q: 3 clusters Score -1741983 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8340 members 
Mstep: Class 2 contains 5465 members 
Entering Unmasked Estep 
Score: -1741984.000000 Penalty: 3098.155518
	Iteration 64Q: 3 clusters Score -1741984 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8335 members 
Mstep: Class 2 contains 5470 members 
Entering Unmasked Estep 
Score: -1741984.125000 Penalty: 3098.155518
	Iteration 65Q: 3 clusters Score -1741984 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8334 members 
Mstep: Class 2 contains 5471 members 
Entering Unmasked Estep 
Score: -1741986.000000 Penalty: 3098.155518
	Iteration 66Q: 3 clusters Score -1741986 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8333 members 
Mstep: Class 2 contains 5472 members 
Entering Unmasked Estep 
Score: -1741987.875000 Penalty: 3098.155518
	Iteration 67Q: 3 clusters Score -1741988 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8331 members 
Mstep: Class 2 contains 5474 members 
Entering Unmasked Estep 
Score: -1741987.750000 Penalty: 3098.155518
	Iteration 68Q: 3 clusters Score -1741988 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8330 members 
Mstep: Class 2 contains 5475 members 
Entering Unmasked Estep 
Score: -1741987.250000 Penalty: 3098.155518
	Iteration 69Q: 3 clusters Score -1741987 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8330 members 
Mstep: Class 2 contains 5475 members 
Entering Unmasked Estep 
Score: -1741987.250000 Penalty: 3098.155518
	Iteration 70F: 3 clusters Score -1741987 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (2404 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Entering Unmasked Estep 
Score: -290913.593750 Penalty: 1265.044556
	Iteration 0F: 2 clusters Score -290913.6 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 1215 members 
Entering Unmasked Estep 
Score: -288617.750000 Penalty: 2530.089111
	Iteration 0F: 3 clusters Score -288617.8 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -289282.781250 Penalty: 2530.089111
	Iteration 1F: 3 clusters Score -289282.8 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -289548.593750 Penalty: 2530.089111
	Iteration 2F: 3 clusters Score -289548.6 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -289793.062500 Penalty: 2530.089111
	Iteration 3F: 3 clusters Score -289793.1 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -289991.875000 Penalty: 2530.089111
	Iteration 4F: 3 clusters Score -289991.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -290118.625000 Penalty: 2530.089111
	Iteration 5Q: 3 clusters Score -290118.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -290189.625000 Penalty: 2530.089111
	Iteration 6Q: 3 clusters Score -290189.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -290239.937500 Penalty: 2530.089111
	Iteration 7Q: 3 clusters Score -290239.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -290273.781250 Penalty: 2530.089111
	Iteration 8Q: 3 clusters Score -290273.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -290287.968750 Penalty: 2530.089111
	Iteration 9Q: 3 clusters Score -290288 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -290298.562500 Penalty: 2530.089111
	Iteration 10Q: 3 clusters Score -290298.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -290302.656250 Penalty: 2530.089111
	Iteration 11Q: 3 clusters Score -290302.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -290303.906250 Penalty: 2530.089111
	Iteration 12Q: 3 clusters Score -290303.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -290304.031250 Penalty: 2530.089111
	Iteration 13Q: 3 clusters Score -290304 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -290304.625000 Penalty: 2530.089111
	Iteration 14Q: 3 clusters Score -290304.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -290304.625000 Penalty: 2530.089111
	Iteration 15F: 3 clusters Score -290304.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (11702 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11702 members 
Entering Unmasked Estep 
Score: -1494118.750000 Penalty: 1522.221069
	Iteration 0F: 2 clusters Score -1494119 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5853 members 
Mstep: Class 2 contains 5849 members 
Entering Unmasked Estep 
Score: -1485840.500000 Penalty: 3044.442139
	Iteration 0F: 3 clusters Score -1485840 nChanged 5134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5725 members 
Mstep: Class 2 contains 5977 members 
Entering Unmasked Estep 
Score: -1488626.750000 Penalty: 3044.442139
	Iteration 1F: 3 clusters Score -1488627 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5613 members 
Mstep: Class 2 contains 6089 members 
Entering Unmasked Estep 
Score: -1488919.375000 Penalty: 3044.442139
	Iteration 2F: 3 clusters Score -1488919 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5497 members 
Mstep: Class 2 contains 6205 members 
Entering Unmasked Estep 
Score: -1489145.000000 Penalty: 3044.442139
	Iteration 3Q: 3 clusters Score -1489145 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 6366 members 
Entering Unmasked Estep 
Score: -1489311.875000 Penalty: 3044.442139
	Iteration 4Q: 3 clusters Score -1489312 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 6564 members 
Entering Unmasked Estep 
Score: -1489468.750000 Penalty: 3044.442139
	Iteration 5Q: 3 clusters Score -1489469 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 6808 members 
Entering Unmasked Estep 
Score: -1489649.125000 Penalty: 3044.442139
	Iteration 6Q: 3 clusters Score -1489649 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 7113 members 
Entering Unmasked Estep 
Score: -1489880.500000 Penalty: 3044.442139
	Iteration 7Q: 3 clusters Score -1489880 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 7440 members 
Entering Unmasked Estep 
Score: -1490162.500000 Penalty: 3044.442139
	Iteration 8Q: 3 clusters Score -1490162 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 7753 members 
Entering Unmasked Estep 
Score: -1490468.375000 Penalty: 3044.442139
	Iteration 9Q: 3 clusters Score -1490468 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 8052 members 
Entering Unmasked Estep 
Score: -1490741.125000 Penalty: 3044.442139
	Iteration 10Q: 3 clusters Score -1490741 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 8359 members 
Entering Unmasked Estep 
Score: -1491028.000000 Penalty: 3044.442139
	Iteration 11Q: 3 clusters Score -1491028 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 8645 members 
Entering Unmasked Estep 
Score: -1491313.375000 Penalty: 3044.442139
	Iteration 12Q: 3 clusters Score -1491313 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 8904 members 
Entering Unmasked Estep 
Score: -1491568.875000 Penalty: 3044.442139
	Iteration 13Q: 3 clusters Score -1491569 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 9138 members 
Entering Unmasked Estep 
Score: -1491790.250000 Penalty: 3044.442139
	Iteration 14Q: 3 clusters Score -1491790 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 9344 members 
Entering Unmasked Estep 
Score: -1491937.125000 Penalty: 3044.442139
	Iteration 15Q: 3 clusters Score -1491937 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 9540 members 
Entering Unmasked Estep 
Score: -1492056.750000 Penalty: 3044.442139
	Iteration 16Q: 3 clusters Score -1492057 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 9713 members 
Entering Unmasked Estep 
Score: -1492167.875000 Penalty: 3044.442139
	Iteration 17Q: 3 clusters Score -1492168 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 9867 members 
Entering Unmasked Estep 
Score: -1492254.625000 Penalty: 3044.442139
	Iteration 18Q: 3 clusters Score -1492255 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 9998 members 
Entering Unmasked Estep 
Score: -1492328.750000 Penalty: 3044.442139
	Iteration 19Q: 3 clusters Score -1492329 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 10099 members 
Entering Unmasked Estep 
Score: -1492393.125000 Penalty: 3044.442139
	Iteration 20F: 3 clusters Score -1492393 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 10205 members 
Entering Unmasked Estep 
Score: -1492454.250000 Penalty: 3044.442139
	Iteration 21Q: 3 clusters Score -1492454 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 10319 members 
Entering Unmasked Estep 
Score: -1492528.125000 Penalty: 3044.442139
	Iteration 22Q: 3 clusters Score -1492528 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 10422 members 
Entering Unmasked Estep 
Score: -1492585.000000 Penalty: 3044.442139
	Iteration 23Q: 3 clusters Score -1492585 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 10501 members 
Entering Unmasked Estep 
Score: -1492633.625000 Penalty: 3044.442139
	Iteration 24Q: 3 clusters Score -1492634 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 10573 members 
Entering Unmasked Estep 
Score: -1492682.250000 Penalty: 3044.442139
	Iteration 25Q: 3 clusters Score -1492682 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 10639 members 
Entering Unmasked Estep 
Score: -1492715.625000 Penalty: 3044.442139
	Iteration 26Q: 3 clusters Score -1492716 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 10690 members 
Entering Unmasked Estep 
Score: -1492739.750000 Penalty: 3044.442139
	Iteration 27Q: 3 clusters Score -1492740 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 10742 members 
Entering Unmasked Estep 
Score: -1492759.875000 Penalty: 3044.442139
	Iteration 28Q: 3 clusters Score -1492760 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 10785 members 
Entering Unmasked Estep 
Score: -1492788.000000 Penalty: 3044.442139
	Iteration 29Q: 3 clusters Score -1492788 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 10816 members 
Entering Unmasked Estep 
Score: -1492807.000000 Penalty: 3044.442139
	Iteration 30Q: 3 clusters Score -1492807 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 10848 members 
Entering Unmasked Estep 
Score: -1492817.250000 Penalty: 3044.442139
	Iteration 31Q: 3 clusters Score -1492817 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 10875 members 
Entering Unmasked Estep 
Score: -1492827.375000 Penalty: 3044.442139
	Iteration 32Q: 3 clusters Score -1492827 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 10903 members 
Entering Unmasked Estep 
Score: -1492838.375000 Penalty: 3044.442139
	Iteration 33Q: 3 clusters Score -1492838 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 10928 members 
Entering Unmasked Estep 
Score: -1492855.500000 Penalty: 3044.442139
	Iteration 34Q: 3 clusters Score -1492856 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 10958 members 
Entering Unmasked Estep 
Score: -1492872.500000 Penalty: 3044.442139
	Iteration 35Q: 3 clusters Score -1492872 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 10984 members 
Entering Unmasked Estep 
Score: -1492888.500000 Penalty: 3044.442139
	Iteration 36Q: 3 clusters Score -1492888 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 11004 members 
Entering Unmasked Estep 
Score: -1492898.000000 Penalty: 3044.442139
	Iteration 37Q: 3 clusters Score -1492898 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 11019 members 
Entering Unmasked Estep 
Score: -1492901.875000 Penalty: 3044.442139
	Iteration 38Q: 3 clusters Score -1492902 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 11030 members 
Entering Unmasked Estep 
Score: -1492904.250000 Penalty: 3044.442139
	Iteration 39Q: 3 clusters Score -1492904 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 11036 members 
Entering Unmasked Estep 
Score: -1492906.625000 Penalty: 3044.442139
	Iteration 40F: 3 clusters Score -1492907 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 11041 members 
Entering Unmasked Estep 
Score: -1492909.875000 Penalty: 3044.442139
	Iteration 41Q: 3 clusters Score -1492910 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 11045 members 
Entering Unmasked Estep 
Score: -1492910.125000 Penalty: 3044.442139
	Iteration 42Q: 3 clusters Score -1492910 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 11048 members 
Entering Unmasked Estep 
Score: -1492914.875000 Penalty: 3044.442139
	Iteration 43Q: 3 clusters Score -1492915 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 11052 members 
Entering Unmasked Estep 
Score: -1492917.625000 Penalty: 3044.442139
	Iteration 44Q: 3 clusters Score -1492918 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 11057 members 
Entering Unmasked Estep 
Score: -1492917.750000 Penalty: 3044.442139
	Iteration 45Q: 3 clusters Score -1492918 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 11061 members 
Entering Unmasked Estep 
Score: -1492919.000000 Penalty: 3044.442139
	Iteration 46Q: 3 clusters Score -1492919 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 11065 members 
Entering Unmasked Estep 
Score: -1492919.375000 Penalty: 3044.442139
	Iteration 47Q: 3 clusters Score -1492919 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 11066 members 
Entering Unmasked Estep 
Score: -1492920.000000 Penalty: 3044.442139
	Iteration 48Q: 3 clusters Score -1492920 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 11068 members 
Entering Unmasked Estep 
Score: -1492920.250000 Penalty: 3044.442139
	Iteration 49Q: 3 clusters Score -1492920 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 11069 members 
Entering Unmasked Estep 
Score: -1492919.500000 Penalty: 3044.442139
	Iteration 50Q: 3 clusters Score -1492920 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 11070 members 
Entering Unmasked Estep 
Score: -1492920.875000 Penalty: 3044.442139
	Iteration 51Q: 3 clusters Score -1492921 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 11071 members 
Entering Unmasked Estep 
Score: -1492918.250000 Penalty: 3044.442139
	Iteration 52Q: 3 clusters Score -1492918 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 11072 members 
Entering Unmasked Estep 
Score: -1492918.500000 Penalty: 3044.442139
	Iteration 53Q: 3 clusters Score -1492918 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 11072 members 
Entering Unmasked Estep 
Score: -1492918.500000 Penalty: 3044.442139
	Iteration 54F: 3 clusters Score -1492918 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (3941 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Entering Unmasked Estep 
Score: -412584.000000 Penalty: 1345.368408
	Iteration 0F: 2 clusters Score -412584 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -409267.875000 Penalty: 2690.736816
	Iteration 0F: 3 clusters Score -409267.9 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -410301.406250 Penalty: 2690.736816
	Iteration 1F: 3 clusters Score -410301.4 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -410726.375000 Penalty: 2690.736816
	Iteration 2F: 3 clusters Score -410726.4 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -411150.750000 Penalty: 2690.736816
	Iteration 3F: 3 clusters Score -411150.8 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -411508.000000 Penalty: 2690.736816
	Iteration 4F: 3 clusters Score -411508 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -411737.218750 Penalty: 2690.736816
	Iteration 5F: 3 clusters Score -411737.2 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -411873.343750 Penalty: 2690.736816
	Iteration 6Q: 3 clusters Score -411873.3 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -411944.187500 Penalty: 2690.736816
	Iteration 7Q: 3 clusters Score -411944.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -411991.937500 Penalty: 2690.736816
	Iteration 8Q: 3 clusters Score -411991.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -412031.343750 Penalty: 2690.736816
	Iteration 9Q: 3 clusters Score -412031.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -412057.406250 Penalty: 2690.736816
	Iteration 10Q: 3 clusters Score -412057.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -412083.656250 Penalty: 2690.736816
	Iteration 11Q: 3 clusters Score -412083.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -412105.500000 Penalty: 2690.736816
	Iteration 12Q: 3 clusters Score -412105.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -412116.531250 Penalty: 2690.736816
	Iteration 13Q: 3 clusters Score -412116.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -412132.000000 Penalty: 2690.736816
	Iteration 14Q: 3 clusters Score -412132 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -412146.906250 Penalty: 2690.736816
	Iteration 15Q: 3 clusters Score -412146.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -412161.968750 Penalty: 2690.736816
	Iteration 16Q: 3 clusters Score -412162 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -412172.437500 Penalty: 2690.736816
	Iteration 17Q: 3 clusters Score -412172.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -412180.937500 Penalty: 2690.736816
	Iteration 18Q: 3 clusters Score -412180.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -412191.968750 Penalty: 2690.736816
	Iteration 19Q: 3 clusters Score -412192 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -412206.437500 Penalty: 2690.736816
	Iteration 20F: 3 clusters Score -412206.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -412211.812500 Penalty: 2690.736816
	Iteration 21Q: 3 clusters Score -412211.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -412214.656250 Penalty: 2690.736816
	Iteration 22Q: 3 clusters Score -412214.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -412216.500000 Penalty: 2690.736816
	Iteration 23Q: 3 clusters Score -412216.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -412217.875000 Penalty: 2690.736816
	Iteration 24Q: 3 clusters Score -412217.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -412219.312500 Penalty: 2690.736816
	Iteration 25Q: 3 clusters Score -412219.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -412220.906250 Penalty: 2690.736816
	Iteration 26Q: 3 clusters Score -412220.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -412224.875000 Penalty: 2690.736816
	Iteration 27Q: 3 clusters Score -412224.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -412228.656250 Penalty: 2690.736816
	Iteration 28Q: 3 clusters Score -412228.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -412229.250000 Penalty: 2690.736816
	Iteration 29Q: 3 clusters Score -412229.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -412229.000000 Penalty: 2690.736816
	Iteration 30Q: 3 clusters Score -412229 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -412229.000000 Penalty: 2690.736816
	Iteration 31F: 3 clusters Score -412229 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (10088 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10088 members 
Entering Unmasked Estep 
Score: -1179703.750000 Penalty: 1498.104004
	Iteration 0F: 2 clusters Score -1179704 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -1172391.625000 Penalty: 2996.208008
	Iteration 0F: 3 clusters Score -1172392 nChanged 4366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -1174873.625000 Penalty: 2996.208008
	Iteration 1F: 3 clusters Score -1174874 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -1175358.125000 Penalty: 2996.208008
	Iteration 2F: 3 clusters Score -1175358 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -1175851.125000 Penalty: 2996.208008
	Iteration 3F: 3 clusters Score -1175851 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5177 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -1176325.500000 Penalty: 2996.208008
	Iteration 4F: 3 clusters Score -1176326 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5179 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -1176740.750000 Penalty: 2996.208008
	Iteration 5F: 3 clusters Score -1176741 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -1177070.500000 Penalty: 2996.208008
	Iteration 6F: 3 clusters Score -1177070 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -1177278.875000 Penalty: 2996.208008
	Iteration 7Q: 3 clusters Score -1177279 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -1177413.500000 Penalty: 2996.208008
	Iteration 8Q: 3 clusters Score -1177414 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -1177500.125000 Penalty: 2996.208008
	Iteration 9Q: 3 clusters Score -1177500 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -1177547.875000 Penalty: 2996.208008
	Iteration 10Q: 3 clusters Score -1177548 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5422 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -1177586.250000 Penalty: 2996.208008
	Iteration 11Q: 3 clusters Score -1177586 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5495 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -1177615.875000 Penalty: 2996.208008
	Iteration 12Q: 3 clusters Score -1177616 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5578 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -1177648.875000 Penalty: 2996.208008
	Iteration 13Q: 3 clusters Score -1177649 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5647 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -1177671.625000 Penalty: 2996.208008
	Iteration 14Q: 3 clusters Score -1177672 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5717 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -1177691.625000 Penalty: 2996.208008
	Iteration 15Q: 3 clusters Score -1177692 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5788 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -1177716.625000 Penalty: 2996.208008
	Iteration 16Q: 3 clusters Score -1177717 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5856 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -1177732.875000 Penalty: 2996.208008
	Iteration 17Q: 3 clusters Score -1177733 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5926 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -1177749.625000 Penalty: 2996.208008
	Iteration 18Q: 3 clusters Score -1177750 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6000 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -1177769.250000 Penalty: 2996.208008
	Iteration 19Q: 3 clusters Score -1177769 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6069 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -1177783.875000 Penalty: 2996.208008
	Iteration 20F: 3 clusters Score -1177784 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6153 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -1177804.625000 Penalty: 2996.208008
	Iteration 21Q: 3 clusters Score -1177805 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6234 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -1177831.125000 Penalty: 2996.208008
	Iteration 22Q: 3 clusters Score -1177831 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6319 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -1177859.000000 Penalty: 2996.208008
	Iteration 23Q: 3 clusters Score -1177859 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6413 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -1177883.250000 Penalty: 2996.208008
	Iteration 24Q: 3 clusters Score -1177883 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6502 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -1177910.250000 Penalty: 2996.208008
	Iteration 25Q: 3 clusters Score -1177910 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6595 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -1177940.000000 Penalty: 2996.208008
	Iteration 26Q: 3 clusters Score -1177940 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6706 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -1177978.250000 Penalty: 2996.208008
	Iteration 27Q: 3 clusters Score -1177978 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6829 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -1178025.125000 Penalty: 2996.208008
	Iteration 28Q: 3 clusters Score -1178025 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6959 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -1178070.125000 Penalty: 2996.208008
	Iteration 29Q: 3 clusters Score -1178070 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7081 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -1178116.125000 Penalty: 2996.208008
	Iteration 30Q: 3 clusters Score -1178116 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7225 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -1178176.500000 Penalty: 2996.208008
	Iteration 31Q: 3 clusters Score -1178176 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7384 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -1178242.375000 Penalty: 2996.208008
	Iteration 32Q: 3 clusters Score -1178242 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7550 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -1178320.000000 Penalty: 2996.208008
	Iteration 33Q: 3 clusters Score -1178320 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7711 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -1178392.000000 Penalty: 2996.208008
	Iteration 34Q: 3 clusters Score -1178392 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7867 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -1178455.625000 Penalty: 2996.208008
	Iteration 35Q: 3 clusters Score -1178456 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8013 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -1178525.375000 Penalty: 2996.208008
	Iteration 36Q: 3 clusters Score -1178525 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8150 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -1178592.625000 Penalty: 2996.208008
	Iteration 37Q: 3 clusters Score -1178593 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8279 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -1178659.375000 Penalty: 2996.208008
	Iteration 38Q: 3 clusters Score -1178659 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8394 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -1178716.875000 Penalty: 2996.208008
	Iteration 39Q: 3 clusters Score -1178717 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8481 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -1178760.875000 Penalty: 2996.208008
	Iteration 40F: 3 clusters Score -1178761 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8544 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -1178789.125000 Penalty: 2996.208008
	Iteration 41Q: 3 clusters Score -1178789 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8600 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -1178804.500000 Penalty: 2996.208008
	Iteration 42Q: 3 clusters Score -1178804 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8645 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -1178822.500000 Penalty: 2996.208008
	Iteration 43Q: 3 clusters Score -1178822 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8672 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -1178832.125000 Penalty: 2996.208008
	Iteration 44Q: 3 clusters Score -1178832 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8696 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -1178835.875000 Penalty: 2996.208008
	Iteration 45Q: 3 clusters Score -1178836 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8711 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -1178838.375000 Penalty: 2996.208008
	Iteration 46Q: 3 clusters Score -1178838 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8727 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -1178848.875000 Penalty: 2996.208008
	Iteration 47Q: 3 clusters Score -1178849 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8746 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -1178856.000000 Penalty: 2996.208008
	Iteration 48Q: 3 clusters Score -1178856 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8767 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -1178869.625000 Penalty: 2996.208008
	Iteration 49Q: 3 clusters Score -1178870 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8787 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -1178879.125000 Penalty: 2996.208008
	Iteration 50Q: 3 clusters Score -1178879 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8807 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -1178888.375000 Penalty: 2996.208008
	Iteration 51Q: 3 clusters Score -1178888 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8821 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -1178889.125000 Penalty: 2996.208008
	Iteration 52Q: 3 clusters Score -1178889 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8830 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -1178891.750000 Penalty: 2996.208008
	Iteration 53Q: 3 clusters Score -1178892 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8838 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -1178895.500000 Penalty: 2996.208008
	Iteration 54Q: 3 clusters Score -1178896 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8843 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -1178895.125000 Penalty: 2996.208008
	Iteration 55Q: 3 clusters Score -1178895 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8850 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -1178900.250000 Penalty: 2996.208008
	Iteration 56Q: 3 clusters Score -1178900 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8855 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -1178904.750000 Penalty: 2996.208008
	Iteration 57Q: 3 clusters Score -1178905 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8861 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -1178904.625000 Penalty: 2996.208008
	Iteration 58Q: 3 clusters Score -1178905 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8868 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -1178903.875000 Penalty: 2996.208008
	Iteration 59Q: 3 clusters Score -1178904 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8874 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -1178903.875000 Penalty: 2996.208008
	Iteration 60F: 3 clusters Score -1178904 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8877 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -1178906.500000 Penalty: 2996.208008
	Iteration 61Q: 3 clusters Score -1178906 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8883 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -1178910.750000 Penalty: 2996.208008
	Iteration 62Q: 3 clusters Score -1178911 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8891 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -1178912.250000 Penalty: 2996.208008
	Iteration 63Q: 3 clusters Score -1178912 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8900 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -1178915.000000 Penalty: 2996.208008
	Iteration 64Q: 3 clusters Score -1178915 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8907 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -1178919.875000 Penalty: 2996.208008
	Iteration 65Q: 3 clusters Score -1178920 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8919 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -1178924.250000 Penalty: 2996.208008
	Iteration 66Q: 3 clusters Score -1178924 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8925 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -1178925.625000 Penalty: 2996.208008
	Iteration 67Q: 3 clusters Score -1178926 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8932 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -1178927.125000 Penalty: 2996.208008
	Iteration 68Q: 3 clusters Score -1178927 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8938 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -1178929.125000 Penalty: 2996.208008
	Iteration 69Q: 3 clusters Score -1178929 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8943 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -1178930.375000 Penalty: 2996.208008
	Iteration 70Q: 3 clusters Score -1178930 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8952 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -1178936.500000 Penalty: 2996.208008
	Iteration 71Q: 3 clusters Score -1178936 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8966 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -1178940.875000 Penalty: 2996.208008
	Iteration 72Q: 3 clusters Score -1178941 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8978 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -1178944.750000 Penalty: 2996.208008
	Iteration 73Q: 3 clusters Score -1178945 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8984 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -1178945.500000 Penalty: 2996.208008
	Iteration 74Q: 3 clusters Score -1178946 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8986 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -1178945.875000 Penalty: 2996.208008
	Iteration 75Q: 3 clusters Score -1178946 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8991 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -1178949.875000 Penalty: 2996.208008
	Iteration 76Q: 3 clusters Score -1178950 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8993 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -1178950.250000 Penalty: 2996.208008
	Iteration 77Q: 3 clusters Score -1178950 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8995 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -1178952.250000 Penalty: 2996.208008
	Iteration 78Q: 3 clusters Score -1178952 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9001 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -1178954.000000 Penalty: 2996.208008
	Iteration 79Q: 3 clusters Score -1178954 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9002 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -1178953.750000 Penalty: 2996.208008
	Iteration 80F: 3 clusters Score -1178954 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9003 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -1178954.125000 Penalty: 2996.208008
	Iteration 81Q: 3 clusters Score -1178954 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9004 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -1178954.125000 Penalty: 2996.208008
	Iteration 82Q: 3 clusters Score -1178954 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9004 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -1178954.125000 Penalty: 2996.208008
	Iteration 83F: 3 clusters Score -1178954 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (38238 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38238 members 
Entering Unmasked Estep 
Score: -4842726.500000 Penalty: 1714.632568
	Iteration 0F: 2 clusters Score -4842726 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19138 members 
Mstep: Class 2 contains 19100 members 
Entering Unmasked Estep 
Score: -4816927.000000 Penalty: 3429.265137
	Iteration 0F: 3 clusters Score -4816927 nChanged 17919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19557 members 
Mstep: Class 2 contains 18681 members 
Entering Unmasked Estep 
Score: -4826847.000000 Penalty: 3429.265137
	Iteration 1F: 3 clusters Score -4826847 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19812 members 
Mstep: Class 2 contains 18426 members 
Entering Unmasked Estep 
Score: -4827216.500000 Penalty: 3429.265137
	Iteration 2Q: 3 clusters Score -4827216 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20153 members 
Mstep: Class 2 contains 18085 members 
Entering Unmasked Estep 
Score: -4827558.500000 Penalty: 3429.265137
	Iteration 3Q: 3 clusters Score -4827558 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20665 members 
Mstep: Class 2 contains 17573 members 
Entering Unmasked Estep 
Score: -4827969.500000 Penalty: 3429.265137
	Iteration 4Q: 3 clusters Score -4827970 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21396 members 
Mstep: Class 2 contains 16842 members 
Entering Unmasked Estep 
Score: -4828446.500000 Penalty: 3429.265137
	Iteration 5Q: 3 clusters Score -4828446 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22487 members 
Mstep: Class 2 contains 15751 members 
Entering Unmasked Estep 
Score: -4829099.000000 Penalty: 3429.265137
	Iteration 6Q: 3 clusters Score -4829099 nChanged 1921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23960 members 
Mstep: Class 2 contains 14278 members 
Entering Unmasked Estep 
Score: -4830037.500000 Penalty: 3429.265137
	Iteration 7F: 3 clusters Score -4830038 nChanged 2211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25827 members 
Mstep: Class 2 contains 12411 members 
Entering Unmasked Estep 
Score: -4831218.000000 Penalty: 3429.265137
	Iteration 8F: 3 clusters Score -4831218 nChanged 2410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27987 members 
Mstep: Class 2 contains 10251 members 
Entering Unmasked Estep 
Score: -4832740.000000 Penalty: 3429.265137
	Iteration 9F: 3 clusters Score -4832740 nChanged 2573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30408 members 
Mstep: Class 2 contains 7830 members 
Entering Unmasked Estep 
Score: -4834647.500000 Penalty: 3429.265137
	Iteration 10F: 3 clusters Score -4834648 nChanged 2398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32738 members 
Mstep: Class 2 contains 5500 members 
Entering Unmasked Estep 
Score: -4836506.000000 Penalty: 3429.265137
	Iteration 11F: 3 clusters Score -4836506 nChanged 1973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34701 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -4838170.000000 Penalty: 3429.265137
	Iteration 12F: 3 clusters Score -4838170 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36142 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -4839384.500000 Penalty: 3429.265137
	Iteration 13Q: 3 clusters Score -4839384 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37060 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -4840214.500000 Penalty: 3429.265137
	Iteration 14Q: 3 clusters Score -4840214 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37574 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -4840702.500000 Penalty: 3429.265137
	Iteration 15Q: 3 clusters Score -4840702 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37808 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -4840925.000000 Penalty: 3429.265137
	Iteration 16Q: 3 clusters Score -4840925 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37924 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -4841035.500000 Penalty: 3429.265137
	Iteration 17Q: 3 clusters Score -4841036 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37984 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -4841098.500000 Penalty: 3429.265137
	Iteration 18Q: 3 clusters Score -4841098 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38012 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -4841138.500000 Penalty: 3429.265137
	Iteration 19Q: 3 clusters Score -4841138 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38024 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -4841165.000000 Penalty: 3429.265137
	Iteration 20F: 3 clusters Score -4841165 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38029 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -4841191.500000 Penalty: 3429.265137
	Iteration 21Q: 3 clusters Score -4841192 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38035 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -4841207.000000 Penalty: 3429.265137
	Iteration 22Q: 3 clusters Score -4841207 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38041 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -4841219.500000 Penalty: 3429.265137
	Iteration 23Q: 3 clusters Score -4841220 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38046 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -4841227.500000 Penalty: 3429.265137
	Iteration 24Q: 3 clusters Score -4841228 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38050 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -4841237.000000 Penalty: 3429.265137
	Iteration 25Q: 3 clusters Score -4841237 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38054 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -4841240.500000 Penalty: 3429.265137
	Iteration 26Q: 3 clusters Score -4841240 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38054 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -4841247.000000 Penalty: 3429.265137
	Iteration 27Q: 3 clusters Score -4841247 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38055 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -4841249.000000 Penalty: 3429.265137
	Iteration 28Q: 3 clusters Score -4841249 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38056 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -4841248.000000 Penalty: 3429.265137
	Iteration 29Q: 3 clusters Score -4841248 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38056 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -4841248.000000 Penalty: 3429.265137
	Iteration 30F: 3 clusters Score -4841248 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (18797 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18797 members 
Entering Unmasked Estep 
Score: -2193519.500000 Penalty: 1599.236084
	Iteration 0F: 2 clusters Score -2193520 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9431 members 
Mstep: Class 2 contains 9366 members 
Entering Unmasked Estep 
Score: -2180687.000000 Penalty: 3198.472168
	Iteration 0F: 3 clusters Score -2180687 nChanged 8431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9486 members 
Mstep: Class 2 contains 9311 members 
Entering Unmasked Estep 
Score: -2185360.750000 Penalty: 3198.472168
	Iteration 1F: 3 clusters Score -2185361 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9539 members 
Mstep: Class 2 contains 9258 members 
Entering Unmasked Estep 
Score: -2185774.750000 Penalty: 3198.472168
	Iteration 2F: 3 clusters Score -2185775 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9615 members 
Mstep: Class 2 contains 9182 members 
Entering Unmasked Estep 
Score: -2186143.500000 Penalty: 3198.472168
	Iteration 3Q: 3 clusters Score -2186144 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9746 members 
Mstep: Class 2 contains 9051 members 
Entering Unmasked Estep 
Score: -2186513.250000 Penalty: 3198.472168
	Iteration 4Q: 3 clusters Score -2186513 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9886 members 
Mstep: Class 2 contains 8911 members 
Entering Unmasked Estep 
Score: -2186928.000000 Penalty: 3198.472168
	Iteration 5Q: 3 clusters Score -2186928 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10040 members 
Mstep: Class 2 contains 8757 members 
Entering Unmasked Estep 
Score: -2187337.500000 Penalty: 3198.472168
	Iteration 6Q: 3 clusters Score -2187338 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10216 members 
Mstep: Class 2 contains 8581 members 
Entering Unmasked Estep 
Score: -2187780.250000 Penalty: 3198.472168
	Iteration 7Q: 3 clusters Score -2187780 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10391 members 
Mstep: Class 2 contains 8406 members 
Entering Unmasked Estep 
Score: -2188240.500000 Penalty: 3198.472168
	Iteration 8Q: 3 clusters Score -2188240 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10587 members 
Mstep: Class 2 contains 8210 members 
Entering Unmasked Estep 
Score: -2188637.750000 Penalty: 3198.472168
	Iteration 9Q: 3 clusters Score -2188638 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10785 members 
Mstep: Class 2 contains 8012 members 
Entering Unmasked Estep 
Score: -2188948.750000 Penalty: 3198.472168
	Iteration 10Q: 3 clusters Score -2188949 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10967 members 
Mstep: Class 2 contains 7830 members 
Entering Unmasked Estep 
Score: -2189213.750000 Penalty: 3198.472168
	Iteration 11Q: 3 clusters Score -2189214 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11099 members 
Mstep: Class 2 contains 7698 members 
Entering Unmasked Estep 
Score: -2189434.750000 Penalty: 3198.472168
	Iteration 12Q: 3 clusters Score -2189435 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11213 members 
Mstep: Class 2 contains 7584 members 
Entering Unmasked Estep 
Score: -2189617.000000 Penalty: 3198.472168
	Iteration 13Q: 3 clusters Score -2189617 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11317 members 
Mstep: Class 2 contains 7480 members 
Entering Unmasked Estep 
Score: -2189791.000000 Penalty: 3198.472168
	Iteration 14Q: 3 clusters Score -2189791 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11402 members 
Mstep: Class 2 contains 7395 members 
Entering Unmasked Estep 
Score: -2189933.000000 Penalty: 3198.472168
	Iteration 15Q: 3 clusters Score -2189933 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11494 members 
Mstep: Class 2 contains 7303 members 
Entering Unmasked Estep 
Score: -2190028.750000 Penalty: 3198.472168
	Iteration 16Q: 3 clusters Score -2190029 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11584 members 
Mstep: Class 2 contains 7213 members 
Entering Unmasked Estep 
Score: -2190087.500000 Penalty: 3198.472168
	Iteration 17Q: 3 clusters Score -2190088 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11655 members 
Mstep: Class 2 contains 7142 members 
Entering Unmasked Estep 
Score: -2190130.250000 Penalty: 3198.472168
	Iteration 18Q: 3 clusters Score -2190130 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11739 members 
Mstep: Class 2 contains 7058 members 
Entering Unmasked Estep 
Score: -2190179.000000 Penalty: 3198.472168
	Iteration 19Q: 3 clusters Score -2190179 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11823 members 
Mstep: Class 2 contains 6974 members 
Entering Unmasked Estep 
Score: -2190214.750000 Penalty: 3198.472168
	Iteration 20F: 3 clusters Score -2190215 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11907 members 
Mstep: Class 2 contains 6890 members 
Entering Unmasked Estep 
Score: -2190250.250000 Penalty: 3198.472168
	Iteration 21Q: 3 clusters Score -2190250 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11991 members 
Mstep: Class 2 contains 6806 members 
Entering Unmasked Estep 
Score: -2190280.000000 Penalty: 3198.472168
	Iteration 22Q: 3 clusters Score -2190280 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12063 members 
Mstep: Class 2 contains 6734 members 
Entering Unmasked Estep 
Score: -2190304.750000 Penalty: 3198.472168
	Iteration 23Q: 3 clusters Score -2190305 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12133 members 
Mstep: Class 2 contains 6664 members 
Entering Unmasked Estep 
Score: -2190330.750000 Penalty: 3198.472168
	Iteration 24Q: 3 clusters Score -2190331 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12206 members 
Mstep: Class 2 contains 6591 members 
Entering Unmasked Estep 
Score: -2190355.000000 Penalty: 3198.472168
	Iteration 25Q: 3 clusters Score -2190355 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12282 members 
Mstep: Class 2 contains 6515 members 
Entering Unmasked Estep 
Score: -2190379.750000 Penalty: 3198.472168
	Iteration 26Q: 3 clusters Score -2190380 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12377 members 
Mstep: Class 2 contains 6420 members 
Entering Unmasked Estep 
Score: -2190405.750000 Penalty: 3198.472168
	Iteration 27Q: 3 clusters Score -2190406 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12472 members 
Mstep: Class 2 contains 6325 members 
Entering Unmasked Estep 
Score: -2190442.000000 Penalty: 3198.472168
	Iteration 28Q: 3 clusters Score -2190442 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12574 members 
Mstep: Class 2 contains 6223 members 
Entering Unmasked Estep 
Score: -2190479.250000 Penalty: 3198.472168
	Iteration 29Q: 3 clusters Score -2190479 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12675 members 
Mstep: Class 2 contains 6122 members 
Entering Unmasked Estep 
Score: -2190508.000000 Penalty: 3198.472168
	Iteration 30Q: 3 clusters Score -2190508 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12795 members 
Mstep: Class 2 contains 6002 members 
Entering Unmasked Estep 
Score: -2190547.750000 Penalty: 3198.472168
	Iteration 31Q: 3 clusters Score -2190548 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12909 members 
Mstep: Class 2 contains 5888 members 
Entering Unmasked Estep 
Score: -2190570.000000 Penalty: 3198.472168
	Iteration 32Q: 3 clusters Score -2190570 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13006 members 
Mstep: Class 2 contains 5791 members 
Entering Unmasked Estep 
Score: -2190602.000000 Penalty: 3198.472168
	Iteration 33Q: 3 clusters Score -2190602 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13104 members 
Mstep: Class 2 contains 5693 members 
Entering Unmasked Estep 
Score: -2190632.500000 Penalty: 3198.472168
	Iteration 34Q: 3 clusters Score -2190632 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13200 members 
Mstep: Class 2 contains 5597 members 
Entering Unmasked Estep 
Score: -2190650.750000 Penalty: 3198.472168
	Iteration 35Q: 3 clusters Score -2190651 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13289 members 
Mstep: Class 2 contains 5508 members 
Entering Unmasked Estep 
Score: -2190669.000000 Penalty: 3198.472168
	Iteration 36Q: 3 clusters Score -2190669 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13392 members 
Mstep: Class 2 contains 5405 members 
Entering Unmasked Estep 
Score: -2190689.750000 Penalty: 3198.472168
	Iteration 37Q: 3 clusters Score -2190690 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13474 members 
Mstep: Class 2 contains 5323 members 
Entering Unmasked Estep 
Score: -2190706.500000 Penalty: 3198.472168
	Iteration 38Q: 3 clusters Score -2190706 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13550 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -2190714.250000 Penalty: 3198.472168
	Iteration 39Q: 3 clusters Score -2190714 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13630 members 
Mstep: Class 2 contains 5167 members 
Entering Unmasked Estep 
Score: -2190733.000000 Penalty: 3198.472168
	Iteration 40F: 3 clusters Score -2190733 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13699 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -2190741.250000 Penalty: 3198.472168
	Iteration 41Q: 3 clusters Score -2190741 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13779 members 
Mstep: Class 2 contains 5018 members 
Entering Unmasked Estep 
Score: -2190761.500000 Penalty: 3198.472168
	Iteration 42Q: 3 clusters Score -2190762 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13863 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -2190774.250000 Penalty: 3198.472168
	Iteration 43Q: 3 clusters Score -2190774 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13949 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -2190783.750000 Penalty: 3198.472168
	Iteration 44Q: 3 clusters Score -2190784 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14041 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -2190793.500000 Penalty: 3198.472168
	Iteration 45Q: 3 clusters Score -2190794 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14126 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -2190812.500000 Penalty: 3198.472168
	Iteration 46Q: 3 clusters Score -2190812 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14207 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -2190837.250000 Penalty: 3198.472168
	Iteration 47Q: 3 clusters Score -2190837 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14294 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -2190850.250000 Penalty: 3198.472168
	Iteration 48Q: 3 clusters Score -2190850 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14381 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -2190862.000000 Penalty: 3198.472168
	Iteration 49Q: 3 clusters Score -2190862 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14472 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -2190883.250000 Penalty: 3198.472168
	Iteration 50Q: 3 clusters Score -2190883 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14562 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -2190897.750000 Penalty: 3198.472168
	Iteration 51Q: 3 clusters Score -2190898 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14656 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -2190916.750000 Penalty: 3198.472168
	Iteration 52Q: 3 clusters Score -2190917 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14763 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -2190942.000000 Penalty: 3198.472168
	Iteration 53Q: 3 clusters Score -2190942 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14907 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -2190972.500000 Penalty: 3198.472168
	Iteration 54Q: 3 clusters Score -2190972 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15038 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -2191008.250000 Penalty: 3198.472168
	Iteration 55Q: 3 clusters Score -2191008 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15199 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -2191052.250000 Penalty: 3198.472168
	Iteration 56Q: 3 clusters Score -2191052 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15389 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -2191119.500000 Penalty: 3198.472168
	Iteration 57Q: 3 clusters Score -2191120 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15608 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -2191195.000000 Penalty: 3198.472168
	Iteration 58Q: 3 clusters Score -2191195 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15815 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -2191277.500000 Penalty: 3198.472168
	Iteration 59Q: 3 clusters Score -2191278 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16055 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -2191383.000000 Penalty: 3198.472168
	Iteration 60F: 3 clusters Score -2191383 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16319 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -2191514.000000 Penalty: 3198.472168
	Iteration 61Q: 3 clusters Score -2191514 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16554 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -2191634.750000 Penalty: 3198.472168
	Iteration 62Q: 3 clusters Score -2191635 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16783 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -2191749.000000 Penalty: 3198.472168
	Iteration 63Q: 3 clusters Score -2191749 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16999 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -2191863.750000 Penalty: 3198.472168
	Iteration 64Q: 3 clusters Score -2191864 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17199 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -2191977.250000 Penalty: 3198.472168
	Iteration 65Q: 3 clusters Score -2191977 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17363 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -2192078.750000 Penalty: 3198.472168
	Iteration 66Q: 3 clusters Score -2192079 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17534 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -2192187.000000 Penalty: 3198.472168
	Iteration 67Q: 3 clusters Score -2192187 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17657 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -2192269.750000 Penalty: 3198.472168
	Iteration 68Q: 3 clusters Score -2192270 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17761 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -2192349.500000 Penalty: 3198.472168
	Iteration 69Q: 3 clusters Score -2192350 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17846 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -2192401.000000 Penalty: 3198.472168
	Iteration 70Q: 3 clusters Score -2192401 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17897 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -2192439.750000 Penalty: 3198.472168
	Iteration 71Q: 3 clusters Score -2192440 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17937 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -2192462.500000 Penalty: 3198.472168
	Iteration 72Q: 3 clusters Score -2192462 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17960 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -2192473.500000 Penalty: 3198.472168
	Iteration 73Q: 3 clusters Score -2192474 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17977 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -2192486.000000 Penalty: 3198.472168
	Iteration 74Q: 3 clusters Score -2192486 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17989 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -2192495.250000 Penalty: 3198.472168
	Iteration 75Q: 3 clusters Score -2192495 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17995 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -2192502.000000 Penalty: 3198.472168
	Iteration 76Q: 3 clusters Score -2192502 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18008 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -2192512.250000 Penalty: 3198.472168
	Iteration 77Q: 3 clusters Score -2192512 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18021 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -2192517.250000 Penalty: 3198.472168
	Iteration 78Q: 3 clusters Score -2192517 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18024 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -2192517.500000 Penalty: 3198.472168
	Iteration 79Q: 3 clusters Score -2192518 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18027 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -2192519.250000 Penalty: 3198.472168
	Iteration 80F: 3 clusters Score -2192519 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18029 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -2192523.000000 Penalty: 3198.472168
	Iteration 81Q: 3 clusters Score -2192523 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18033 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -2192520.250000 Penalty: 3198.472168
	Iteration 82Q: 3 clusters Score -2192520 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18034 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -2192523.250000 Penalty: 3198.472168
	Iteration 83Q: 3 clusters Score -2192523 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18039 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -2192525.750000 Penalty: 3198.472168
	Iteration 84Q: 3 clusters Score -2192526 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18041 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -2192521.750000 Penalty: 3198.472168
	Iteration 85Q: 3 clusters Score -2192522 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18041 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -2192521.750000 Penalty: 3198.472168
	Iteration 86F: 3 clusters Score -2192522 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (1389 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Entering Unmasked Estep 
Score: -166586.625000 Penalty: 1175.905151
	Iteration 0F: 2 clusters Score -166586.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -164923.859375 Penalty: 2351.810303
	Iteration 0F: 3 clusters Score -164923.9 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -165327.546875 Penalty: 2351.810303
	Iteration 1F: 3 clusters Score -165327.5 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -165550.093750 Penalty: 2351.810303
	Iteration 2F: 3 clusters Score -165550.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -165747.828125 Penalty: 2351.810303
	Iteration 3F: 3 clusters Score -165747.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -165889.812500 Penalty: 2351.810303
	Iteration 4F: 3 clusters Score -165889.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -166004.031250 Penalty: 2351.810303
	Iteration 5F: 3 clusters Score -166004 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -166089.390625 Penalty: 2351.810303
	Iteration 6Q: 3 clusters Score -166089.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -166181.187500 Penalty: 2351.810303
	Iteration 7Q: 3 clusters Score -166181.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -166264.437500 Penalty: 2351.810303
	Iteration 8Q: 3 clusters Score -166264.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -166341.750000 Penalty: 2351.810303
	Iteration 9Q: 3 clusters Score -166341.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -166403.625000 Penalty: 2351.810303
	Iteration 10Q: 3 clusters Score -166403.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -166434.156250 Penalty: 2351.810303
	Iteration 11Q: 3 clusters Score -166434.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -166456.750000 Penalty: 2351.810303
	Iteration 12Q: 3 clusters Score -166456.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -166472.796875 Penalty: 2351.810303
	Iteration 13Q: 3 clusters Score -166472.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -166481.734375 Penalty: 2351.810303
	Iteration 14Q: 3 clusters Score -166481.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -166485.046875 Penalty: 2351.810303
	Iteration 15Q: 3 clusters Score -166485 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -166485.312500 Penalty: 2351.810303
	Iteration 16Q: 3 clusters Score -166485.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -166485.843750 Penalty: 2351.810303
	Iteration 17Q: 3 clusters Score -166485.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -166485.843750 Penalty: 2351.810303
	Iteration 18F: 3 clusters Score -166485.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (24701 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24701 members 
Entering Unmasked Estep 
Score: -3119887.250000 Penalty: 1643.622314
	Iteration 0F: 2 clusters Score -3119887 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12374 members 
Mstep: Class 2 contains 12327 members 
Entering Unmasked Estep 
Score: -3103181.250000 Penalty: 3287.244629
	Iteration 0F: 3 clusters Score -3103181 nChanged 11232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12316 members 
Mstep: Class 2 contains 12385 members 
Entering Unmasked Estep 
Score: -3109332.750000 Penalty: 3287.244629
	Iteration 1F: 3 clusters Score -3109333 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12197 members 
Mstep: Class 2 contains 12504 members 
Entering Unmasked Estep 
Score: -3109763.750000 Penalty: 3287.244629
	Iteration 2Q: 3 clusters Score -3109764 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12035 members 
Mstep: Class 2 contains 12666 members 
Entering Unmasked Estep 
Score: -3110138.500000 Penalty: 3287.244629
	Iteration 3Q: 3 clusters Score -3110138 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11856 members 
Mstep: Class 2 contains 12845 members 
Entering Unmasked Estep 
Score: -3110504.250000 Penalty: 3287.244629
	Iteration 4Q: 3 clusters Score -3110504 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11650 members 
Mstep: Class 2 contains 13051 members 
Entering Unmasked Estep 
Score: -3110879.250000 Penalty: 3287.244629
	Iteration 5Q: 3 clusters Score -3110879 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11359 members 
Mstep: Class 2 contains 13342 members 
Entering Unmasked Estep 
Score: -3111262.500000 Penalty: 3287.244629
	Iteration 6Q: 3 clusters Score -3111262 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11017 members 
Mstep: Class 2 contains 13684 members 
Entering Unmasked Estep 
Score: -3111702.750000 Penalty: 3287.244629
	Iteration 7Q: 3 clusters Score -3111703 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10565 members 
Mstep: Class 2 contains 14136 members 
Entering Unmasked Estep 
Score: -3112157.500000 Penalty: 3287.244629
	Iteration 8Q: 3 clusters Score -3112158 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10045 members 
Mstep: Class 2 contains 14656 members 
Entering Unmasked Estep 
Score: -3112613.750000 Penalty: 3287.244629
	Iteration 9Q: 3 clusters Score -3112614 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9440 members 
Mstep: Class 2 contains 15261 members 
Entering Unmasked Estep 
Score: -3113018.000000 Penalty: 3287.244629
	Iteration 10Q: 3 clusters Score -3113018 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8813 members 
Mstep: Class 2 contains 15888 members 
Entering Unmasked Estep 
Score: -3113358.750000 Penalty: 3287.244629
	Iteration 11Q: 3 clusters Score -3113359 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8154 members 
Mstep: Class 2 contains 16547 members 
Entering Unmasked Estep 
Score: -3113702.750000 Penalty: 3287.244629
	Iteration 12Q: 3 clusters Score -3113703 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7462 members 
Mstep: Class 2 contains 17239 members 
Entering Unmasked Estep 
Score: -3114048.250000 Penalty: 3287.244629
	Iteration 13Q: 3 clusters Score -3114048 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6736 members 
Mstep: Class 2 contains 17965 members 
Entering Unmasked Estep 
Score: -3114472.750000 Penalty: 3287.244629
	Iteration 14Q: 3 clusters Score -3114473 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6003 members 
Mstep: Class 2 contains 18698 members 
Entering Unmasked Estep 
Score: -3114908.000000 Penalty: 3287.244629
	Iteration 15Q: 3 clusters Score -3114908 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5265 members 
Mstep: Class 2 contains 19436 members 
Entering Unmasked Estep 
Score: -3115412.250000 Penalty: 3287.244629
	Iteration 16Q: 3 clusters Score -3115412 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 20216 members 
Entering Unmasked Estep 
Score: -3116063.250000 Penalty: 3287.244629
	Iteration 17Q: 3 clusters Score -3116063 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 20926 members 
Entering Unmasked Estep 
Score: -3116751.750000 Penalty: 3287.244629
	Iteration 18Q: 3 clusters Score -3116752 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 21507 members 
Entering Unmasked Estep 
Score: -3117308.750000 Penalty: 3287.244629
	Iteration 19Q: 3 clusters Score -3117309 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 21944 members 
Entering Unmasked Estep 
Score: -3117741.750000 Penalty: 3287.244629
	Iteration 20F: 3 clusters Score -3117742 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 22286 members 
Entering Unmasked Estep 
Score: -3118051.250000 Penalty: 3287.244629
	Iteration 21Q: 3 clusters Score -3118051 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 22562 members 
Entering Unmasked Estep 
Score: -3118245.250000 Penalty: 3287.244629
	Iteration 22Q: 3 clusters Score -3118245 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 22776 members 
Entering Unmasked Estep 
Score: -3118392.750000 Penalty: 3287.244629
	Iteration 23Q: 3 clusters Score -3118393 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 22933 members 
Entering Unmasked Estep 
Score: -3118486.750000 Penalty: 3287.244629
	Iteration 24Q: 3 clusters Score -3118487 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 23053 members 
Entering Unmasked Estep 
Score: -3118565.000000 Penalty: 3287.244629
	Iteration 25Q: 3 clusters Score -3118565 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 23135 members 
Entering Unmasked Estep 
Score: -3118589.500000 Penalty: 3287.244629
	Iteration 26Q: 3 clusters Score -3118590 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 23197 members 
Entering Unmasked Estep 
Score: -3118617.750000 Penalty: 3287.244629
	Iteration 27Q: 3 clusters Score -3118618 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 23256 members 
Entering Unmasked Estep 
Score: -3118656.750000 Penalty: 3287.244629
	Iteration 28Q: 3 clusters Score -3118657 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 23301 members 
Entering Unmasked Estep 
Score: -3118662.250000 Penalty: 3287.244629
	Iteration 29Q: 3 clusters Score -3118662 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 23337 members 
Entering Unmasked Estep 
Score: -3118688.000000 Penalty: 3287.244629
	Iteration 30Q: 3 clusters Score -3118688 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 23374 members 
Entering Unmasked Estep 
Score: -3118700.500000 Penalty: 3287.244629
	Iteration 31Q: 3 clusters Score -3118700 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 23401 members 
Entering Unmasked Estep 
Score: -3118700.750000 Penalty: 3287.244629
	Iteration 32Q: 3 clusters Score -3118701 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 23421 members 
Entering Unmasked Estep 
Score: -3118707.000000 Penalty: 3287.244629
	Iteration 33Q: 3 clusters Score -3118707 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 23432 members 
Entering Unmasked Estep 
Score: -3118708.250000 Penalty: 3287.244629
	Iteration 34Q: 3 clusters Score -3118708 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 23438 members 
Entering Unmasked Estep 
Score: -3118711.750000 Penalty: 3287.244629
	Iteration 35Q: 3 clusters Score -3118712 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 23448 members 
Entering Unmasked Estep 
Score: -3118716.000000 Penalty: 3287.244629
	Iteration 36Q: 3 clusters Score -3118716 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 23455 members 
Entering Unmasked Estep 
Score: -3118719.750000 Penalty: 3287.244629
	Iteration 37Q: 3 clusters Score -3118720 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 23463 members 
Entering Unmasked Estep 
Score: -3118722.000000 Penalty: 3287.244629
	Iteration 38Q: 3 clusters Score -3118722 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 23465 members 
Entering Unmasked Estep 
Score: -3118725.250000 Penalty: 3287.244629
	Iteration 39Q: 3 clusters Score -3118725 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 23465 members 
Entering Unmasked Estep 
Score: -3118725.250000 Penalty: 3287.244629
	Iteration 40F: 3 clusters Score -3118725 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (4308 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Entering Unmasked Estep 
Score: -543972.062500 Penalty: 1359.837158
	Iteration 0F: 2 clusters Score -543972.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -540417.562500 Penalty: 2719.674316
	Iteration 0F: 3 clusters Score -540417.6 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -541414.750000 Penalty: 2719.674316
	Iteration 1F: 3 clusters Score -541414.8 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -541575.125000 Penalty: 2719.674316
	Iteration 2F: 3 clusters Score -541575.1 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -541675.250000 Penalty: 2719.674316
	Iteration 3Q: 3 clusters Score -541675.2 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -541751.500000 Penalty: 2719.674316
	Iteration 4Q: 3 clusters Score -541751.5 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -541802.687500 Penalty: 2719.674316
	Iteration 5Q: 3 clusters Score -541802.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -541837.125000 Penalty: 2719.674316
	Iteration 6Q: 3 clusters Score -541837.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -541863.750000 Penalty: 2719.674316
	Iteration 7Q: 3 clusters Score -541863.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -541882.687500 Penalty: 2719.674316
	Iteration 8Q: 3 clusters Score -541882.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -541895.312500 Penalty: 2719.674316
	Iteration 9Q: 3 clusters Score -541895.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -541907.625000 Penalty: 2719.674316
	Iteration 10Q: 3 clusters Score -541907.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -541918.625000 Penalty: 2719.674316
	Iteration 11Q: 3 clusters Score -541918.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -541937.312500 Penalty: 2719.674316
	Iteration 12Q: 3 clusters Score -541937.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -541957.437500 Penalty: 2719.674316
	Iteration 13Q: 3 clusters Score -541957.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -541973.187500 Penalty: 2719.674316
	Iteration 14Q: 3 clusters Score -541973.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -541989.937500 Penalty: 2719.674316
	Iteration 15Q: 3 clusters Score -541989.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -542013.937500 Penalty: 2719.674316
	Iteration 16Q: 3 clusters Score -542013.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -542046.937500 Penalty: 2719.674316
	Iteration 17Q: 3 clusters Score -542046.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -542097.562500 Penalty: 2719.674316
	Iteration 18Q: 3 clusters Score -542097.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -542140.812500 Penalty: 2719.674316
	Iteration 19Q: 3 clusters Score -542140.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -542189.875000 Penalty: 2719.674316
	Iteration 20F: 3 clusters Score -542189.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -542248.500000 Penalty: 2719.674316
	Iteration 21Q: 3 clusters Score -542248.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -542302.562500 Penalty: 2719.674316
	Iteration 22Q: 3 clusters Score -542302.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -542350.562500 Penalty: 2719.674316
	Iteration 23Q: 3 clusters Score -542350.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -542404.937500 Penalty: 2719.674316
	Iteration 24Q: 3 clusters Score -542404.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -542454.000000 Penalty: 2719.674316
	Iteration 25Q: 3 clusters Score -542454 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -542499.750000 Penalty: 2719.674316
	Iteration 26Q: 3 clusters Score -542499.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -542540.000000 Penalty: 2719.674316
	Iteration 27Q: 3 clusters Score -542540 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -542579.625000 Penalty: 2719.674316
	Iteration 28Q: 3 clusters Score -542579.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -542603.000000 Penalty: 2719.674316
	Iteration 29Q: 3 clusters Score -542603 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -542626.625000 Penalty: 2719.674316
	Iteration 30Q: 3 clusters Score -542626.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -542644.500000 Penalty: 2719.674316
	Iteration 31Q: 3 clusters Score -542644.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -542664.312500 Penalty: 2719.674316
	Iteration 32Q: 3 clusters Score -542664.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -542676.500000 Penalty: 2719.674316
	Iteration 33Q: 3 clusters Score -542676.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -542684.812500 Penalty: 2719.674316
	Iteration 34Q: 3 clusters Score -542684.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -542692.375000 Penalty: 2719.674316
	Iteration 35Q: 3 clusters Score -542692.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -542696.437500 Penalty: 2719.674316
	Iteration 36Q: 3 clusters Score -542696.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -542697.500000 Penalty: 2719.674316
	Iteration 37Q: 3 clusters Score -542697.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -542699.062500 Penalty: 2719.674316
	Iteration 38Q: 3 clusters Score -542699.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -542699.750000 Penalty: 2719.674316
	Iteration 39Q: 3 clusters Score -542699.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -542700.375000 Penalty: 2719.674316
	Iteration 40F: 3 clusters Score -542700.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -542701.875000 Penalty: 2719.674316
	Iteration 41Q: 3 clusters Score -542701.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -542702.312500 Penalty: 2719.674316
	Iteration 42Q: 3 clusters Score -542702.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -542703.500000 Penalty: 2719.674316
	Iteration 43Q: 3 clusters Score -542703.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -542703.500000 Penalty: 2719.674316
	Iteration 44F: 3 clusters Score -542703.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (3286 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Entering Unmasked Estep 
Score: -412124.281250 Penalty: 1315.831787
	Iteration 0F: 2 clusters Score -412124.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -409249.562500 Penalty: 2631.663574
	Iteration 0F: 3 clusters Score -409249.6 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -409973.250000 Penalty: 2631.663574
	Iteration 1F: 3 clusters Score -409973.2 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -410198.031250 Penalty: 2631.663574
	Iteration 2F: 3 clusters Score -410198 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -410357.000000 Penalty: 2631.663574
	Iteration 3F: 3 clusters Score -410357 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -410494.875000 Penalty: 2631.663574
	Iteration 4F: 3 clusters Score -410494.9 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -410609.718750 Penalty: 2631.663574
	Iteration 5Q: 3 clusters Score -410609.7 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -410708.000000 Penalty: 2631.663574
	Iteration 6Q: 3 clusters Score -410708 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -410792.437500 Penalty: 2631.663574
	Iteration 7Q: 3 clusters Score -410792.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -410881.031250 Penalty: 2631.663574
	Iteration 8Q: 3 clusters Score -410881 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -410946.125000 Penalty: 2631.663574
	Iteration 9Q: 3 clusters Score -410946.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -410985.156250 Penalty: 2631.663574
	Iteration 10Q: 3 clusters Score -410985.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -411009.156250 Penalty: 2631.663574
	Iteration 11Q: 3 clusters Score -411009.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -411026.593750 Penalty: 2631.663574
	Iteration 12Q: 3 clusters Score -411026.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -411032.312500 Penalty: 2631.663574
	Iteration 13Q: 3 clusters Score -411032.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -411037.687500 Penalty: 2631.663574
	Iteration 14Q: 3 clusters Score -411037.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -411039.906250 Penalty: 2631.663574
	Iteration 15Q: 3 clusters Score -411039.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -411040.000000 Penalty: 2631.663574
	Iteration 16Q: 3 clusters Score -411040 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -411041.625000 Penalty: 2631.663574
	Iteration 17Q: 3 clusters Score -411041.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -411044.000000 Penalty: 2631.663574
	Iteration 18Q: 3 clusters Score -411044 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -411045.343750 Penalty: 2631.663574
	Iteration 19Q: 3 clusters Score -411045.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -411046.125000 Penalty: 2631.663574
	Iteration 20F: 3 clusters Score -411046.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -411046.968750 Penalty: 2631.663574
	Iteration 21Q: 3 clusters Score -411047 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -411048.562500 Penalty: 2631.663574
	Iteration 22Q: 3 clusters Score -411048.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -411048.781250 Penalty: 2631.663574
	Iteration 23Q: 3 clusters Score -411048.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -411050.843750 Penalty: 2631.663574
	Iteration 24Q: 3 clusters Score -411050.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -411050.750000 Penalty: 2631.663574
	Iteration 25Q: 3 clusters Score -411050.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -411051.437500 Penalty: 2631.663574
	Iteration 26Q: 3 clusters Score -411051.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -411051.437500 Penalty: 2631.663574
	Iteration 27F: 3 clusters Score -411051.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (4558 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Entering Unmasked Estep 
Score: -573851.375000 Penalty: 1369.003784
	Iteration 0F: 2 clusters Score -573851.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -570140.062500 Penalty: 2738.007568
	Iteration 0F: 3 clusters Score -570140.1 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -571216.937500 Penalty: 2738.007568
	Iteration 1F: 3 clusters Score -571216.9 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -571423.437500 Penalty: 2738.007568
	Iteration 2F: 3 clusters Score -571423.4 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -571574.125000 Penalty: 2738.007568
	Iteration 3F: 3 clusters Score -571574.1 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -571689.062500 Penalty: 2738.007568
	Iteration 4Q: 3 clusters Score -571689.1 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -571794.875000 Penalty: 2738.007568
	Iteration 5Q: 3 clusters Score -571794.9 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -571878.625000 Penalty: 2738.007568
	Iteration 6Q: 3 clusters Score -571878.6 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -571939.687500 Penalty: 2738.007568
	Iteration 7Q: 3 clusters Score -571939.7 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -572007.500000 Penalty: 2738.007568
	Iteration 8Q: 3 clusters Score -572007.5 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -572076.937500 Penalty: 2738.007568
	Iteration 9Q: 3 clusters Score -572076.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -572150.062500 Penalty: 2738.007568
	Iteration 10Q: 3 clusters Score -572150.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -572227.812500 Penalty: 2738.007568
	Iteration 11Q: 3 clusters Score -572227.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -572296.625000 Penalty: 2738.007568
	Iteration 12Q: 3 clusters Score -572296.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -572366.562500 Penalty: 2738.007568
	Iteration 13Q: 3 clusters Score -572366.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -572426.875000 Penalty: 2738.007568
	Iteration 14Q: 3 clusters Score -572426.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -572499.812500 Penalty: 2738.007568
	Iteration 15Q: 3 clusters Score -572499.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -572579.437500 Penalty: 2738.007568
	Iteration 16Q: 3 clusters Score -572579.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -572631.687500 Penalty: 2738.007568
	Iteration 17Q: 3 clusters Score -572631.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -572683.500000 Penalty: 2738.007568
	Iteration 18Q: 3 clusters Score -572683.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -572724.312500 Penalty: 2738.007568
	Iteration 19Q: 3 clusters Score -572724.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -572753.500000 Penalty: 2738.007568
	Iteration 20F: 3 clusters Score -572753.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -572774.187500 Penalty: 2738.007568
	Iteration 21Q: 3 clusters Score -572774.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -572794.125000 Penalty: 2738.007568
	Iteration 22Q: 3 clusters Score -572794.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -572814.000000 Penalty: 2738.007568
	Iteration 23Q: 3 clusters Score -572814 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -572836.500000 Penalty: 2738.007568
	Iteration 24Q: 3 clusters Score -572836.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -572860.937500 Penalty: 2738.007568
	Iteration 25Q: 3 clusters Score -572860.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -572877.875000 Penalty: 2738.007568
	Iteration 26Q: 3 clusters Score -572877.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -572896.687500 Penalty: 2738.007568
	Iteration 27Q: 3 clusters Score -572896.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -572922.375000 Penalty: 2738.007568
	Iteration 28Q: 3 clusters Score -572922.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -572936.812500 Penalty: 2738.007568
	Iteration 29Q: 3 clusters Score -572936.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -572950.812500 Penalty: 2738.007568
	Iteration 30Q: 3 clusters Score -572950.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -572966.000000 Penalty: 2738.007568
	Iteration 31Q: 3 clusters Score -572966 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -572981.562500 Penalty: 2738.007568
	Iteration 32Q: 3 clusters Score -572981.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -572995.250000 Penalty: 2738.007568
	Iteration 33Q: 3 clusters Score -572995.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -573015.187500 Penalty: 2738.007568
	Iteration 34Q: 3 clusters Score -573015.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -573033.187500 Penalty: 2738.007568
	Iteration 35Q: 3 clusters Score -573033.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -573053.000000 Penalty: 2738.007568
	Iteration 36Q: 3 clusters Score -573053 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -573082.187500 Penalty: 2738.007568
	Iteration 37Q: 3 clusters Score -573082.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -573110.625000 Penalty: 2738.007568
	Iteration 38Q: 3 clusters Score -573110.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -573141.250000 Penalty: 2738.007568
	Iteration 39Q: 3 clusters Score -573141.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -573169.687500 Penalty: 2738.007568
	Iteration 40F: 3 clusters Score -573169.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -573210.625000 Penalty: 2738.007568
	Iteration 41Q: 3 clusters Score -573210.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -573284.812500 Penalty: 2738.007568
	Iteration 42Q: 3 clusters Score -573284.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -573392.750000 Penalty: 2738.007568
	Iteration 43Q: 3 clusters Score -573392.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -573503.687500 Penalty: 2738.007568
	Iteration 44Q: 3 clusters Score -573503.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -573589.000000 Penalty: 2738.007568
	Iteration 45Q: 3 clusters Score -573589 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -573654.437500 Penalty: 2738.007568
	Iteration 46Q: 3 clusters Score -573654.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -573693.125000 Penalty: 2738.007568
	Iteration 47Q: 3 clusters Score -573693.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -573714.062500 Penalty: 2738.007568
	Iteration 48Q: 3 clusters Score -573714.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -573721.250000 Penalty: 2738.007568
	Iteration 49Q: 3 clusters Score -573721.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -573724.750000 Penalty: 2738.007568
	Iteration 50Q: 3 clusters Score -573724.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -573724.562500 Penalty: 2738.007568
	Iteration 51Q: 3 clusters Score -573724.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -573726.250000 Penalty: 2738.007568
	Iteration 52Q: 3 clusters Score -573726.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -573725.500000 Penalty: 2738.007568
	Iteration 53Q: 3 clusters Score -573725.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -573726.562500 Penalty: 2738.007568
	Iteration 54Q: 3 clusters Score -573726.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -573726.312500 Penalty: 2738.007568
	Iteration 55Q: 3 clusters Score -573726.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -573727.562500 Penalty: 2738.007568
	Iteration 56Q: 3 clusters Score -573727.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -573727.812500 Penalty: 2738.007568
	Iteration 57Q: 3 clusters Score -573727.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -573727.812500 Penalty: 2738.007568
	Iteration 58F: 3 clusters Score -573727.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (4158 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Entering Unmasked Estep 
Score: -473127.343750 Penalty: 1354.078247
	Iteration 0F: 2 clusters Score -473127.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -469717.500000 Penalty: 2708.156494
	Iteration 0F: 3 clusters Score -469717.5 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -470809.625000 Penalty: 2708.156494
	Iteration 1F: 3 clusters Score -470809.6 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -471054.343750 Penalty: 2708.156494
	Iteration 2F: 3 clusters Score -471054.3 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -471226.468750 Penalty: 2708.156494
	Iteration 3F: 3 clusters Score -471226.5 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -471371.593750 Penalty: 2708.156494
	Iteration 4Q: 3 clusters Score -471371.6 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -471479.031250 Penalty: 2708.156494
	Iteration 5Q: 3 clusters Score -471479 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -471579.156250 Penalty: 2708.156494
	Iteration 6Q: 3 clusters Score -471579.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -471668.375000 Penalty: 2708.156494
	Iteration 7Q: 3 clusters Score -471668.4 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -471768.468750 Penalty: 2708.156494
	Iteration 8Q: 3 clusters Score -471768.5 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -471856.437500 Penalty: 2708.156494
	Iteration 9Q: 3 clusters Score -471856.4 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -471947.843750 Penalty: 2708.156494
	Iteration 10Q: 3 clusters Score -471947.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -472024.343750 Penalty: 2708.156494
	Iteration 11Q: 3 clusters Score -472024.3 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -472098.781250 Penalty: 2708.156494
	Iteration 12Q: 3 clusters Score -472098.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -472156.562500 Penalty: 2708.156494
	Iteration 13Q: 3 clusters Score -472156.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -472198.500000 Penalty: 2708.156494
	Iteration 14Q: 3 clusters Score -472198.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -472243.187500 Penalty: 2708.156494
	Iteration 15Q: 3 clusters Score -472243.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -472277.812500 Penalty: 2708.156494
	Iteration 16Q: 3 clusters Score -472277.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -472309.125000 Penalty: 2708.156494
	Iteration 17Q: 3 clusters Score -472309.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -472331.156250 Penalty: 2708.156494
	Iteration 18Q: 3 clusters Score -472331.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -472353.312500 Penalty: 2708.156494
	Iteration 19Q: 3 clusters Score -472353.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -472369.250000 Penalty: 2708.156494
	Iteration 20F: 3 clusters Score -472369.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -472377.562500 Penalty: 2708.156494
	Iteration 21Q: 3 clusters Score -472377.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -472382.187500 Penalty: 2708.156494
	Iteration 22Q: 3 clusters Score -472382.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -472384.875000 Penalty: 2708.156494
	Iteration 23Q: 3 clusters Score -472384.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -472387.031250 Penalty: 2708.156494
	Iteration 24Q: 3 clusters Score -472387 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -472389.906250 Penalty: 2708.156494
	Iteration 25Q: 3 clusters Score -472389.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -472390.062500 Penalty: 2708.156494
	Iteration 26Q: 3 clusters Score -472390.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -472393.468750 Penalty: 2708.156494
	Iteration 27Q: 3 clusters Score -472393.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -472394.093750 Penalty: 2708.156494
	Iteration 28Q: 3 clusters Score -472394.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -472395.187500 Penalty: 2708.156494
	Iteration 29Q: 3 clusters Score -472395.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -472396.062500 Penalty: 2708.156494
	Iteration 30Q: 3 clusters Score -472396.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -472396.062500 Penalty: 2708.156494
	Iteration 31F: 3 clusters Score -472396.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (25811 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25811 members 
Entering Unmasked Estep 
Score: -3311657.000000 Penalty: 1650.765381
	Iteration 0F: 2 clusters Score -3311657 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12827 members 
Mstep: Class 2 contains 12984 members 
Entering Unmasked Estep 
Score: -3294207.250000 Penalty: 3301.530762
	Iteration 0F: 3 clusters Score -3294207 nChanged 11817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11778 members 
Mstep: Class 2 contains 14033 members 
Entering Unmasked Estep 
Score: -3301107.750000 Penalty: 3301.530762
	Iteration 1F: 3 clusters Score -3301108 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11142 members 
Mstep: Class 2 contains 14669 members 
Entering Unmasked Estep 
Score: -3301860.250000 Penalty: 3301.530762
	Iteration 2F: 3 clusters Score -3301860 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10310 members 
Mstep: Class 2 contains 15501 members 
Entering Unmasked Estep 
Score: -3302728.750000 Penalty: 3301.530762
	Iteration 3F: 3 clusters Score -3302729 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9314 members 
Mstep: Class 2 contains 16497 members 
Entering Unmasked Estep 
Score: -3303842.250000 Penalty: 3301.530762
	Iteration 4F: 3 clusters Score -3303842 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8212 members 
Mstep: Class 2 contains 17599 members 
Entering Unmasked Estep 
Score: -3305144.250000 Penalty: 3301.530762
	Iteration 5F: 3 clusters Score -3305144 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7167 members 
Mstep: Class 2 contains 18644 members 
Entering Unmasked Estep 
Score: -3306276.000000 Penalty: 3301.530762
	Iteration 6F: 3 clusters Score -3306276 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6340 members 
Mstep: Class 2 contains 19471 members 
Entering Unmasked Estep 
Score: -3306988.750000 Penalty: 3301.530762
	Iteration 7Q: 3 clusters Score -3306989 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5644 members 
Mstep: Class 2 contains 20167 members 
Entering Unmasked Estep 
Score: -3307536.250000 Penalty: 3301.530762
	Iteration 8Q: 3 clusters Score -3307536 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5022 members 
Mstep: Class 2 contains 20789 members 
Entering Unmasked Estep 
Score: -3307984.750000 Penalty: 3301.530762
	Iteration 9Q: 3 clusters Score -3307985 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 21337 members 
Entering Unmasked Estep 
Score: -3308372.750000 Penalty: 3301.530762
	Iteration 10Q: 3 clusters Score -3308373 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 21788 members 
Entering Unmasked Estep 
Score: -3308697.250000 Penalty: 3301.530762
	Iteration 11Q: 3 clusters Score -3308697 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 22163 members 
Entering Unmasked Estep 
Score: -3308946.500000 Penalty: 3301.530762
	Iteration 12Q: 3 clusters Score -3308946 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 22479 members 
Entering Unmasked Estep 
Score: -3309130.000000 Penalty: 3301.530762
	Iteration 13Q: 3 clusters Score -3309130 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 22752 members 
Entering Unmasked Estep 
Score: -3309289.000000 Penalty: 3301.530762
	Iteration 14Q: 3 clusters Score -3309289 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 22981 members 
Entering Unmasked Estep 
Score: -3309416.000000 Penalty: 3301.530762
	Iteration 15Q: 3 clusters Score -3309416 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 23195 members 
Entering Unmasked Estep 
Score: -3309518.250000 Penalty: 3301.530762
	Iteration 16Q: 3 clusters Score -3309518 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 23377 members 
Entering Unmasked Estep 
Score: -3309606.500000 Penalty: 3301.530762
	Iteration 17Q: 3 clusters Score -3309606 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 23549 members 
Entering Unmasked Estep 
Score: -3309689.250000 Penalty: 3301.530762
	Iteration 18Q: 3 clusters Score -3309689 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 23713 members 
Entering Unmasked Estep 
Score: -3309780.000000 Penalty: 3301.530762
	Iteration 19Q: 3 clusters Score -3309780 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 23852 members 
Entering Unmasked Estep 
Score: -3309835.250000 Penalty: 3301.530762
	Iteration 20F: 3 clusters Score -3309835 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 23976 members 
Entering Unmasked Estep 
Score: -3309878.750000 Penalty: 3301.530762
	Iteration 21Q: 3 clusters Score -3309879 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 24081 members 
Entering Unmasked Estep 
Score: -3309921.500000 Penalty: 3301.530762
	Iteration 22Q: 3 clusters Score -3309922 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 24171 members 
Entering Unmasked Estep 
Score: -3309961.500000 Penalty: 3301.530762
	Iteration 23Q: 3 clusters Score -3309962 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 24261 members 
Entering Unmasked Estep 
Score: -3310018.000000 Penalty: 3301.530762
	Iteration 24Q: 3 clusters Score -3310018 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 24331 members 
Entering Unmasked Estep 
Score: -3310054.500000 Penalty: 3301.530762
	Iteration 25Q: 3 clusters Score -3310054 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 24390 members 
Entering Unmasked Estep 
Score: -3310087.250000 Penalty: 3301.530762
	Iteration 26Q: 3 clusters Score -3310087 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 24451 members 
Entering Unmasked Estep 
Score: -3310118.750000 Penalty: 3301.530762
	Iteration 27Q: 3 clusters Score -3310119 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 24502 members 
Entering Unmasked Estep 
Score: -3310154.500000 Penalty: 3301.530762
	Iteration 28Q: 3 clusters Score -3310154 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 24552 members 
Entering Unmasked Estep 
Score: -3310192.000000 Penalty: 3301.530762
	Iteration 29Q: 3 clusters Score -3310192 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 24596 members 
Entering Unmasked Estep 
Score: -3310228.500000 Penalty: 3301.530762
	Iteration 30Q: 3 clusters Score -3310228 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 24639 members 
Entering Unmasked Estep 
Score: -3310247.750000 Penalty: 3301.530762
	Iteration 31Q: 3 clusters Score -3310248 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 24684 members 
Entering Unmasked Estep 
Score: -3310268.500000 Penalty: 3301.530762
	Iteration 32Q: 3 clusters Score -3310268 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 24727 members 
Entering Unmasked Estep 
Score: -3310293.500000 Penalty: 3301.530762
	Iteration 33Q: 3 clusters Score -3310294 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 24763 members 
Entering Unmasked Estep 
Score: -3310319.000000 Penalty: 3301.530762
	Iteration 34Q: 3 clusters Score -3310319 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 24798 members 
Entering Unmasked Estep 
Score: -3310328.000000 Penalty: 3301.530762
	Iteration 35Q: 3 clusters Score -3310328 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 24835 members 
Entering Unmasked Estep 
Score: -3310345.000000 Penalty: 3301.530762
	Iteration 36Q: 3 clusters Score -3310345 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 24859 members 
Entering Unmasked Estep 
Score: -3310365.500000 Penalty: 3301.530762
	Iteration 37Q: 3 clusters Score -3310366 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 24872 members 
Entering Unmasked Estep 
Score: -3310368.500000 Penalty: 3301.530762
	Iteration 38Q: 3 clusters Score -3310368 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 24881 members 
Entering Unmasked Estep 
Score: -3310373.500000 Penalty: 3301.530762
	Iteration 39Q: 3 clusters Score -3310374 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 24898 members 
Entering Unmasked Estep 
Score: -3310382.750000 Penalty: 3301.530762
	Iteration 40F: 3 clusters Score -3310383 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 24905 members 
Entering Unmasked Estep 
Score: -3310387.250000 Penalty: 3301.530762
	Iteration 41Q: 3 clusters Score -3310387 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 24911 members 
Entering Unmasked Estep 
Score: -3310401.500000 Penalty: 3301.530762
	Iteration 42Q: 3 clusters Score -3310402 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 24922 members 
Entering Unmasked Estep 
Score: -3310408.250000 Penalty: 3301.530762
	Iteration 43Q: 3 clusters Score -3310408 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 24936 members 
Entering Unmasked Estep 
Score: -3310412.750000 Penalty: 3301.530762
	Iteration 44Q: 3 clusters Score -3310413 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 24945 members 
Entering Unmasked Estep 
Score: -3310424.750000 Penalty: 3301.530762
	Iteration 45Q: 3 clusters Score -3310425 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 24956 members 
Entering Unmasked Estep 
Score: -3310425.000000 Penalty: 3301.530762
	Iteration 46Q: 3 clusters Score -3310425 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 24962 members 
Entering Unmasked Estep 
Score: -3310431.250000 Penalty: 3301.530762
	Iteration 47Q: 3 clusters Score -3310431 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 24967 members 
Entering Unmasked Estep 
Score: -3310428.500000 Penalty: 3301.530762
	Iteration 48Q: 3 clusters Score -3310428 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 24971 members 
Entering Unmasked Estep 
Score: -3310428.000000 Penalty: 3301.530762
	Iteration 49Q: 3 clusters Score -3310428 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 24971 members 
Entering Unmasked Estep 
Score: -3310427.500000 Penalty: 3301.530762
	Iteration 50Q: 3 clusters Score -3310428 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 24971 members 
Entering Unmasked Estep 
Score: -3310427.500000 Penalty: 3301.530762
	Iteration 51F: 3 clusters Score -3310428 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (818 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Entering Unmasked Estep 
Score: -102970.804688 Penalty: 1089.865112
	Iteration 0F: 2 clusters Score -102970.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -101644.500000 Penalty: 2179.730225
	Iteration 0F: 3 clusters Score -101644.5 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -101878.695312 Penalty: 2179.730225
	Iteration 1F: 3 clusters Score -101878.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -101931.265625 Penalty: 2179.730225
	Iteration 2F: 3 clusters Score -101931.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -101957.929688 Penalty: 2179.730225
	Iteration 3Q: 3 clusters Score -101957.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -101972.789062 Penalty: 2179.730225
	Iteration 4Q: 3 clusters Score -101972.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -101976.320312 Penalty: 2179.730225
	Iteration 5Q: 3 clusters Score -101976.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -101980.656250 Penalty: 2179.730225
	Iteration 6Q: 3 clusters Score -101980.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -101983.312500 Penalty: 2179.730225
	Iteration 7Q: 3 clusters Score -101983.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -101983.757812 Penalty: 2179.730225
	Iteration 8Q: 3 clusters Score -101983.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -101983.757812 Penalty: 2179.730225
	Iteration 9F: 3 clusters Score -101983.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (3229 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Entering Unmasked Estep 
Score: -404620.062500 Penalty: 1312.988159
	Iteration 0F: 2 clusters Score -404620.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -401739.593750 Penalty: 2625.976318
	Iteration 0F: 3 clusters Score -401739.6 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -402453.093750 Penalty: 2625.976318
	Iteration 1F: 3 clusters Score -402453.1 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -402653.687500 Penalty: 2625.976318
	Iteration 2F: 3 clusters Score -402653.7 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -402796.468750 Penalty: 2625.976318
	Iteration 3F: 3 clusters Score -402796.5 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -402917.281250 Penalty: 2625.976318
	Iteration 4F: 3 clusters Score -402917.3 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -403007.875000 Penalty: 2625.976318
	Iteration 5Q: 3 clusters Score -403007.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -403081.250000 Penalty: 2625.976318
	Iteration 6Q: 3 clusters Score -403081.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -403143.593750 Penalty: 2625.976318
	Iteration 7Q: 3 clusters Score -403143.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -403195.281250 Penalty: 2625.976318
	Iteration 8Q: 3 clusters Score -403195.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -403240.468750 Penalty: 2625.976318
	Iteration 9Q: 3 clusters Score -403240.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -403268.312500 Penalty: 2625.976318
	Iteration 10Q: 3 clusters Score -403268.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -403295.062500 Penalty: 2625.976318
	Iteration 11Q: 3 clusters Score -403295.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -403316.000000 Penalty: 2625.976318
	Iteration 12Q: 3 clusters Score -403316 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -403332.406250 Penalty: 2625.976318
	Iteration 13Q: 3 clusters Score -403332.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -403351.343750 Penalty: 2625.976318
	Iteration 14Q: 3 clusters Score -403351.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -403365.125000 Penalty: 2625.976318
	Iteration 15Q: 3 clusters Score -403365.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -403377.406250 Penalty: 2625.976318
	Iteration 16Q: 3 clusters Score -403377.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -403385.937500 Penalty: 2625.976318
	Iteration 17Q: 3 clusters Score -403385.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -403391.906250 Penalty: 2625.976318
	Iteration 18Q: 3 clusters Score -403391.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -403399.312500 Penalty: 2625.976318
	Iteration 19Q: 3 clusters Score -403399.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -403412.781250 Penalty: 2625.976318
	Iteration 20F: 3 clusters Score -403412.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -403426.625000 Penalty: 2625.976318
	Iteration 21Q: 3 clusters Score -403426.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -403433.468750 Penalty: 2625.976318
	Iteration 22Q: 3 clusters Score -403433.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -403438.937500 Penalty: 2625.976318
	Iteration 23Q: 3 clusters Score -403438.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -403445.718750 Penalty: 2625.976318
	Iteration 24Q: 3 clusters Score -403445.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -403447.593750 Penalty: 2625.976318
	Iteration 25Q: 3 clusters Score -403447.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -403448.656250 Penalty: 2625.976318
	Iteration 26Q: 3 clusters Score -403448.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -403449.531250 Penalty: 2625.976318
	Iteration 27Q: 3 clusters Score -403449.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -403449.531250 Penalty: 2625.976318
	Iteration 28F: 3 clusters Score -403449.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (22287 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22287 members 
Entering Unmasked Estep 
Score: -2840482.750000 Penalty: 1626.910767
	Iteration 0F: 2 clusters Score -2840483 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11127 members 
Mstep: Class 2 contains 11160 members 
Entering Unmasked Estep 
Score: -2825296.250000 Penalty: 3253.821533
	Iteration 0F: 3 clusters Score -2825296 nChanged 10135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10878 members 
Mstep: Class 2 contains 11409 members 
Entering Unmasked Estep 
Score: -2830948.250000 Penalty: 3253.821533
	Iteration 1F: 3 clusters Score -2830948 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10616 members 
Mstep: Class 2 contains 11671 members 
Entering Unmasked Estep 
Score: -2831369.250000 Penalty: 3253.821533
	Iteration 2F: 3 clusters Score -2831369 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10121 members 
Mstep: Class 2 contains 12166 members 
Entering Unmasked Estep 
Score: -2831867.000000 Penalty: 3253.821533
	Iteration 3F: 3 clusters Score -2831867 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9493 members 
Mstep: Class 2 contains 12794 members 
Entering Unmasked Estep 
Score: -2832423.000000 Penalty: 3253.821533
	Iteration 4F: 3 clusters Score -2832423 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8686 members 
Mstep: Class 2 contains 13601 members 
Entering Unmasked Estep 
Score: -2833091.250000 Penalty: 3253.821533
	Iteration 5F: 3 clusters Score -2833091 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7695 members 
Mstep: Class 2 contains 14592 members 
Entering Unmasked Estep 
Score: -2833900.250000 Penalty: 3253.821533
	Iteration 6F: 3 clusters Score -2833900 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6565 members 
Mstep: Class 2 contains 15722 members 
Entering Unmasked Estep 
Score: -2834808.500000 Penalty: 3253.821533
	Iteration 7F: 3 clusters Score -2834808 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5449 members 
Mstep: Class 2 contains 16838 members 
Entering Unmasked Estep 
Score: -2835606.750000 Penalty: 3253.821533
	Iteration 8F: 3 clusters Score -2835607 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 17815 members 
Entering Unmasked Estep 
Score: -2836283.750000 Penalty: 3253.821533
	Iteration 9Q: 3 clusters Score -2836284 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 18686 members 
Entering Unmasked Estep 
Score: -2836896.250000 Penalty: 3253.821533
	Iteration 10Q: 3 clusters Score -2836896 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 19420 members 
Entering Unmasked Estep 
Score: -2837385.750000 Penalty: 3253.821533
	Iteration 11Q: 3 clusters Score -2837386 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 20044 members 
Entering Unmasked Estep 
Score: -2837835.750000 Penalty: 3253.821533
	Iteration 12Q: 3 clusters Score -2837836 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 20569 members 
Entering Unmasked Estep 
Score: -2838208.750000 Penalty: 3253.821533
	Iteration 13Q: 3 clusters Score -2838209 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 20943 members 
Entering Unmasked Estep 
Score: -2838522.000000 Penalty: 3253.821533
	Iteration 14Q: 3 clusters Score -2838522 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 21206 members 
Entering Unmasked Estep 
Score: -2838749.750000 Penalty: 3253.821533
	Iteration 15Q: 3 clusters Score -2838750 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 21352 members 
Entering Unmasked Estep 
Score: -2838851.250000 Penalty: 3253.821533
	Iteration 16Q: 3 clusters Score -2838851 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 21455 members 
Entering Unmasked Estep 
Score: -2838961.750000 Penalty: 3253.821533
	Iteration 17Q: 3 clusters Score -2838962 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 21506 members 
Entering Unmasked Estep 
Score: -2839018.250000 Penalty: 3253.821533
	Iteration 18Q: 3 clusters Score -2839018 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 21541 members 
Entering Unmasked Estep 
Score: -2839065.750000 Penalty: 3253.821533
	Iteration 19Q: 3 clusters Score -2839066 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 21581 members 
Entering Unmasked Estep 
Score: -2839098.750000 Penalty: 3253.821533
	Iteration 20F: 3 clusters Score -2839099 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 21601 members 
Entering Unmasked Estep 
Score: -2839126.500000 Penalty: 3253.821533
	Iteration 21Q: 3 clusters Score -2839126 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 21622 members 
Entering Unmasked Estep 
Score: -2839169.250000 Penalty: 3253.821533
	Iteration 22Q: 3 clusters Score -2839169 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 21644 members 
Entering Unmasked Estep 
Score: -2839197.500000 Penalty: 3253.821533
	Iteration 23Q: 3 clusters Score -2839198 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 21659 members 
Entering Unmasked Estep 
Score: -2839216.000000 Penalty: 3253.821533
	Iteration 24Q: 3 clusters Score -2839216 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 21666 members 
Entering Unmasked Estep 
Score: -2839219.500000 Penalty: 3253.821533
	Iteration 25Q: 3 clusters Score -2839220 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 21665 members 
Entering Unmasked Estep 
Score: -2839227.000000 Penalty: 3253.821533
	Iteration 26Q: 3 clusters Score -2839227 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 21666 members 
Entering Unmasked Estep 
Score: -2839228.000000 Penalty: 3253.821533
	Iteration 27Q: 3 clusters Score -2839228 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 21669 members 
Entering Unmasked Estep 
Score: -2839236.500000 Penalty: 3253.821533
	Iteration 28Q: 3 clusters Score -2839236 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 21670 members 
Entering Unmasked Estep 
Score: -2839243.750000 Penalty: 3253.821533
	Iteration 29Q: 3 clusters Score -2839244 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 21672 members 
Entering Unmasked Estep 
Score: -2839245.250000 Penalty: 3253.821533
	Iteration 30Q: 3 clusters Score -2839245 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 21672 members 
Entering Unmasked Estep 
Score: -2839245.250000 Penalty: 3253.821533
	Iteration 31Q: 3 clusters Score -2839245 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 21670 members 
Entering Unmasked Estep 
Score: -2839247.500000 Penalty: 3253.821533
	Iteration 32Q: 3 clusters Score -2839248 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 21671 members 
Entering Unmasked Estep 
Score: -2839246.500000 Penalty: 3253.821533
	Iteration 33Q: 3 clusters Score -2839246 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 21669 members 
Entering Unmasked Estep 
Score: -2839248.500000 Penalty: 3253.821533
	Iteration 34Q: 3 clusters Score -2839248 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 21669 members 
Entering Unmasked Estep 
Score: -2839254.000000 Penalty: 3253.821533
	Iteration 35Q: 3 clusters Score -2839254 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 21669 members 
Entering Unmasked Estep 
Score: -2839252.750000 Penalty: 3253.821533
	Iteration 36Q: 3 clusters Score -2839253 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 21667 members 
Entering Unmasked Estep 
Score: -2839253.500000 Penalty: 3253.821533
	Iteration 37Q: 3 clusters Score -2839254 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 21667 members 
Entering Unmasked Estep 
Score: -2839255.000000 Penalty: 3253.821533
	Iteration 38Q: 3 clusters Score -2839255 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 21668 members 
Entering Unmasked Estep 
Score: -2839252.750000 Penalty: 3253.821533
	Iteration 39Q: 3 clusters Score -2839253 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 21668 members 
Entering Unmasked Estep 
Score: -2839252.750000 Penalty: 3253.821533
	Iteration 40F: 3 clusters Score -2839253 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (3963 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Entering Unmasked Estep 
Score: -515328.218750 Penalty: 1346.272949
	Iteration 0F: 2 clusters Score -515328.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -511944.187500 Penalty: 2692.545898
	Iteration 0F: 3 clusters Score -511944.2 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -512790.281250 Penalty: 2692.545898
	Iteration 1F: 3 clusters Score -512790.3 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -512921.000000 Penalty: 2692.545898
	Iteration 2F: 3 clusters Score -512921 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -512999.093750 Penalty: 2692.545898
	Iteration 3Q: 3 clusters Score -512999.1 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -513075.812500 Penalty: 2692.545898
	Iteration 4Q: 3 clusters Score -513075.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -513136.000000 Penalty: 2692.545898
	Iteration 5Q: 3 clusters Score -513136 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -513179.531250 Penalty: 2692.545898
	Iteration 6Q: 3 clusters Score -513179.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -513219.468750 Penalty: 2692.545898
	Iteration 7Q: 3 clusters Score -513219.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -513265.812500 Penalty: 2692.545898
	Iteration 8Q: 3 clusters Score -513265.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -513295.843750 Penalty: 2692.545898
	Iteration 9Q: 3 clusters Score -513295.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -513327.187500 Penalty: 2692.545898
	Iteration 10Q: 3 clusters Score -513327.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -513369.437500 Penalty: 2692.545898
	Iteration 11Q: 3 clusters Score -513369.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -513413.375000 Penalty: 2692.545898
	Iteration 12Q: 3 clusters Score -513413.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -513442.343750 Penalty: 2692.545898
	Iteration 13Q: 3 clusters Score -513442.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -513472.187500 Penalty: 2692.545898
	Iteration 14Q: 3 clusters Score -513472.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -513500.656250 Penalty: 2692.545898
	Iteration 15Q: 3 clusters Score -513500.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -513524.406250 Penalty: 2692.545898
	Iteration 16Q: 3 clusters Score -513524.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -513548.750000 Penalty: 2692.545898
	Iteration 17Q: 3 clusters Score -513548.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -513567.062500 Penalty: 2692.545898
	Iteration 18Q: 3 clusters Score -513567.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -513587.656250 Penalty: 2692.545898
	Iteration 19Q: 3 clusters Score -513587.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -513611.593750 Penalty: 2692.545898
	Iteration 20F: 3 clusters Score -513611.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -513640.343750 Penalty: 2692.545898
	Iteration 21Q: 3 clusters Score -513640.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -513670.406250 Penalty: 2692.545898
	Iteration 22Q: 3 clusters Score -513670.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -513697.750000 Penalty: 2692.545898
	Iteration 23Q: 3 clusters Score -513697.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -513732.687500 Penalty: 2692.545898
	Iteration 24Q: 3 clusters Score -513732.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -513775.531250 Penalty: 2692.545898
	Iteration 25Q: 3 clusters Score -513775.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -513815.031250 Penalty: 2692.545898
	Iteration 26Q: 3 clusters Score -513815 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -513848.562500 Penalty: 2692.545898
	Iteration 27Q: 3 clusters Score -513848.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -513873.375000 Penalty: 2692.545898
	Iteration 28Q: 3 clusters Score -513873.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -513891.031250 Penalty: 2692.545898
	Iteration 29Q: 3 clusters Score -513891 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -513903.937500 Penalty: 2692.545898
	Iteration 30Q: 3 clusters Score -513903.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -513911.093750 Penalty: 2692.545898
	Iteration 31Q: 3 clusters Score -513911.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -513923.281250 Penalty: 2692.545898
	Iteration 32Q: 3 clusters Score -513923.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -513932.343750 Penalty: 2692.545898
	Iteration 33Q: 3 clusters Score -513932.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -513941.312500 Penalty: 2692.545898
	Iteration 34Q: 3 clusters Score -513941.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -513952.531250 Penalty: 2692.545898
	Iteration 35Q: 3 clusters Score -513952.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -513959.281250 Penalty: 2692.545898
	Iteration 36Q: 3 clusters Score -513959.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -513968.656250 Penalty: 2692.545898
	Iteration 37Q: 3 clusters Score -513968.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -513977.500000 Penalty: 2692.545898
	Iteration 38Q: 3 clusters Score -513977.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -513984.437500 Penalty: 2692.545898
	Iteration 39Q: 3 clusters Score -513984.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -513993.718750 Penalty: 2692.545898
	Iteration 40F: 3 clusters Score -513993.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -514000.156250 Penalty: 2692.545898
	Iteration 41Q: 3 clusters Score -514000.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -514006.343750 Penalty: 2692.545898
	Iteration 42Q: 3 clusters Score -514006.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -514015.156250 Penalty: 2692.545898
	Iteration 43Q: 3 clusters Score -514015.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -514023.812500 Penalty: 2692.545898
	Iteration 44Q: 3 clusters Score -514023.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -514030.218750 Penalty: 2692.545898
	Iteration 45Q: 3 clusters Score -514030.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -514039.218750 Penalty: 2692.545898
	Iteration 46Q: 3 clusters Score -514039.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -514043.687500 Penalty: 2692.545898
	Iteration 47Q: 3 clusters Score -514043.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -514047.000000 Penalty: 2692.545898
	Iteration 48Q: 3 clusters Score -514047 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -514051.156250 Penalty: 2692.545898
	Iteration 49Q: 3 clusters Score -514051.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -514053.125000 Penalty: 2692.545898
	Iteration 50Q: 3 clusters Score -514053.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -514055.250000 Penalty: 2692.545898
	Iteration 51Q: 3 clusters Score -514055.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -514057.000000 Penalty: 2692.545898
	Iteration 52Q: 3 clusters Score -514057 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -514059.406250 Penalty: 2692.545898
	Iteration 53Q: 3 clusters Score -514059.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -514059.875000 Penalty: 2692.545898
	Iteration 54Q: 3 clusters Score -514059.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -514059.812500 Penalty: 2692.545898
	Iteration 55Q: 3 clusters Score -514059.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -514059.812500 Penalty: 2692.545898
	Iteration 56F: 3 clusters Score -514059.8 nChanged 0
25->52 Clusters: Score -100308304.000000, best is -100314552.000000

Main iterations: 1562 (time per=14367.196253ms)
Total iterations: 93687 (time per=239.537615ms)
Iterations metric 2: 2100293533696.000000 (time per=10.684964ns)
Iterations metric 3: 50406864453632.000000 (time per=445.208421ps)

That took 22441.560547 seconds.
